warning: commands will be executed using /bin/sh
job 1432 at Sat Nov 23 10:20:00 2013
FileBase	/isis3/andresg/Achilles/Achilles151_11052013_reo/Achilles151_11052013_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 1416018 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
--- Clustering full data set of 1416018 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75362 members 
Mstep: Class 2 contains 74415 members 
Mstep: Class 3 contains 74587 members 
Mstep: Class 4 contains 74215 members 
Mstep: Class 5 contains 74328 members 
Mstep: Class 6 contains 74989 members 
Mstep: Class 7 contains 74298 members 
Mstep: Class 8 contains 74507 members 
Mstep: Class 9 contains 74199 members 
Mstep: Class 10 contains 74670 members 
Mstep: Class 11 contains 74726 members 
Mstep: Class 12 contains 74068 members 
Mstep: Class 13 contains 74251 members 
Mstep: Class 14 contains 74584 members 
Mstep: Class 15 contains 74634 members 
Mstep: Class 16 contains 74532 members 
Mstep: Class 17 contains 74764 members 
Mstep: Class 18 contains 74540 members 
Mstep: Class 19 contains 74349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1905.761353 but Gain 3512.511719
Score: -94146592.000000 Penalty: 63225.238281
Iteration 0F: 19 clusters Score -9.414659e+07 nChanged 1332491
Entering Unmasked Mstep 
Mstep: Class 0 contains 3252 members 
Mstep: Class 1 contains 125544 members 
Mstep: Class 2 contains 156606 members 
Mstep: Class 3 contains 58256 members 
Mstep: Class 4 contains 49552 members 
Mstep: Class 5 contains 61147 members 
Mstep: Class 6 contains 52164 members 
Mstep: Class 7 contains 97161 members 
Mstep: Class 8 contains 62708 members 
Mstep: Class 9 contains 92397 members 
Mstep: Class 10 contains 82562 members 
Mstep: Class 11 contains 70833 members 
Mstep: Class 12 contains 64622 members 
Mstep: Class 13 contains 116737 members 
Mstep: Class 14 contains 64742 members 
Mstep: Class 15 contains 66471 members 
Mstep: Class 17 contains 54062 members 
Mstep: Class 18 contains 77024 members 
Mstep: Class 19 contains 60178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98718832.000000 Penalty: 63225.238281
Iteration 1F: 19 clusters Score -9.871883e+07 nChanged 531256
Entering Unmasked Mstep 
Mstep: Class 0 contains 488 members 
Mstep: Class 1 contains 137563 members 
Mstep: Class 2 contains 237142 members 
Mstep: Class 3 contains 51415 members 
Mstep: Class 4 contains 35942 members 
Mstep: Class 5 contains 51984 members 
Mstep: Class 6 contains 27462 members 
Mstep: Class 7 contains 113057 members 
Mstep: Class 8 contains 43685 members 
Mstep: Class 9 contains 151939 members 
Mstep: Class 10 contains 82463 members 
Mstep: Class 11 contains 47623 members 
Mstep: Class 12 contains 48700 members 
Mstep: Class 13 contains 141056 members 
Mstep: Class 14 contains 58741 members 
Mstep: Class 15 contains 43788 members 
Mstep: Class 17 contains 35280 members 
Mstep: Class 18 contains 62136 members 
Mstep: Class 19 contains 45554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99936352.000000 Penalty: 63225.238281
Iteration 2F: 19 clusters Score -9.993635e+07 nChanged 383600
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 171240 members 
Mstep: Class 2 contains 256931 members 
Mstep: Class 3 contains 63629 members 
Mstep: Class 4 contains 30373 members 
Mstep: Class 5 contains 39441 members 
Mstep: Class 6 contains 22288 members 
Mstep: Class 7 contains 106853 members 
Mstep: Class 8 contains 29403 members 
Mstep: Class 9 contains 220125 members 
Mstep: Class 10 contains 78253 members 
Mstep: Class 11 contains 33309 members 
Mstep: Class 12 contains 39421 members 
Mstep: Class 13 contains 126510 members 
Mstep: Class 14 contains 47243 members 
Mstep: Class 15 contains 33457 members 
Mstep: Class 17 contains 23192 members 
Mstep: Class 18 contains 55351 members 
Mstep: Class 19 contains 38865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100539944.000000 Penalty: 63225.238281
Iteration 3F: 19 clusters Score -1.005399e+08 nChanged 299605
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 226945 members 
Mstep: Class 2 contains 237300 members 
Mstep: Class 3 contains 76607 members 
Mstep: Class 4 contains 26492 members 
Mstep: Class 5 contains 32476 members 
Mstep: Class 6 contains 22587 members 
Mstep: Class 7 contains 91332 members 
Mstep: Class 8 contains 22166 members 
Mstep: Class 9 contains 263358 members 
Mstep: Class 10 contains 79663 members 
Mstep: Class 11 contains 24305 members 
Mstep: Class 12 contains 34052 members 
Mstep: Class 13 contains 106707 members 
Mstep: Class 14 contains 39024 members 
Mstep: Class 15 contains 29952 members 
Mstep: Class 17 contains 16263 members 
Mstep: Class 18 contains 51740 members 
Mstep: Class 19 contains 34978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100888840.000000 Penalty: 63225.238281
Iteration 4F: 19 clusters Score -1.008888e+08 nChanged 229007
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 285456 members 
Mstep: Class 2 contains 198780 members 
Mstep: Class 3 contains 83577 members 
Mstep: Class 4 contains 23600 members 
Mstep: Class 5 contains 29562 members 
Mstep: Class 6 contains 22989 members 
Mstep: Class 7 contains 74593 members 
Mstep: Class 8 contains 19168 members 
Mstep: Class 9 contains 285259 members 
Mstep: Class 10 contains 84905 members 
Mstep: Class 11 contains 19833 members 
Mstep: Class 12 contains 33789 members 
Mstep: Class 13 contains 98151 members 
Mstep: Class 14 contains 37234 members 
Mstep: Class 15 contains 25901 members 
Mstep: Class 17 contains 13165 members 
Mstep: Class 18 contains 48547 members 
Mstep: Class 19 contains 31453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101119568.000000 Penalty: 63225.238281
Iteration 5F: 19 clusters Score -1.011196e+08 nChanged 182335
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 340951 members 
Mstep: Class 2 contains 152374 members 
Mstep: Class 3 contains 86673 members 
Mstep: Class 4 contains 21995 members 
Mstep: Class 5 contains 28003 members 
Mstep: Class 6 contains 23545 members 
Mstep: Class 7 contains 61664 members 
Mstep: Class 8 contains 18314 members 
Mstep: Class 9 contains 294911 members 
Mstep: Class 10 contains 88020 members 
Mstep: Class 11 contains 17539 members 
Mstep: Class 12 contains 35925 members 
Mstep: Class 13 contains 99447 members 
Mstep: Class 14 contains 39157 members 
Mstep: Class 15 contains 21239 members 
Mstep: Class 17 contains 11991 members 
Mstep: Class 18 contains 46022 members 
Mstep: Class 19 contains 28208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101296944.000000 Penalty: 63225.238281
Iteration 6F: 19 clusters Score -1.012969e+08 nChanged 152577
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 390457 members 
Mstep: Class 2 contains 107782 members 
Mstep: Class 3 contains 88395 members 
Mstep: Class 4 contains 21096 members 
Mstep: Class 5 contains 26985 members 
Mstep: Class 6 contains 24291 members 
Mstep: Class 7 contains 53751 members 
Mstep: Class 8 contains 18748 members 
Mstep: Class 9 contains 297191 members 
Mstep: Class 10 contains 87023 members 
Mstep: Class 11 contains 16307 members 
Mstep: Class 12 contains 39421 members 
Mstep: Class 13 contains 104694 members 
Mstep: Class 14 contains 41016 members 
Mstep: Class 15 contains 17259 members 
Mstep: Class 17 contains 11146 members 
Mstep: Class 18 contains 45009 members 
Mstep: Class 19 contains 25410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101438800.000000 Penalty: 63225.238281
Iteration 7F: 19 clusters Score -1.014388e+08 nChanged 126984
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 430975 members 
Mstep: Class 2 contains 73457 members 
Mstep: Class 3 contains 89027 members 
Mstep: Class 4 contains 20415 members 
Mstep: Class 5 contains 26451 members 
Mstep: Class 6 contains 24884 members 
Mstep: Class 7 contains 51236 members 
Mstep: Class 8 contains 19749 members 
Mstep: Class 9 contains 294117 members 
Mstep: Class 10 contains 83738 members 
Mstep: Class 11 contains 15597 members 
Mstep: Class 12 contains 44863 members 
Mstep: Class 13 contains 106955 members 
Mstep: Class 14 contains 41182 members 
Mstep: Class 15 contains 14500 members 
Mstep: Class 17 contains 10714 members 
Mstep: Class 18 contains 45209 members 
Mstep: Class 19 contains 22915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101552744.000000 Penalty: 63225.238281
Iteration 8F: 19 clusters Score -1.015527e+08 nChanged 105027
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 460011 members 
Mstep: Class 2 contains 52505 members 
Mstep: Class 3 contains 88697 members 
Mstep: Class 4 contains 20337 members 
Mstep: Class 5 contains 26282 members 
Mstep: Class 6 contains 25451 members 
Mstep: Class 7 contains 53036 members 
Mstep: Class 8 contains 21076 members 
Mstep: Class 9 contains 287354 members 
Mstep: Class 10 contains 81764 members 
Mstep: Class 11 contains 14821 members 
Mstep: Class 12 contains 49438 members 
Mstep: Class 13 contains 105518 members 
Mstep: Class 14 contains 40124 members 
Mstep: Class 15 contains 12791 members 
Mstep: Class 17 contains 10566 members 
Mstep: Class 18 contains 45530 members 
Mstep: Class 19 contains 20684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101644424.000000 Penalty: 63225.238281
Iteration 9F: 19 clusters Score -1.016444e+08 nChanged 87019
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 479930 members 
Mstep: Class 2 contains 43313 members 
Mstep: Class 3 contains 87442 members 
Mstep: Class 4 contains 21392 members 
Mstep: Class 5 contains 26172 members 
Mstep: Class 6 contains 25867 members 
Mstep: Class 7 contains 56392 members 
Mstep: Class 8 contains 22520 members 
Mstep: Class 9 contains 278292 members 
Mstep: Class 10 contains 81463 members 
Mstep: Class 11 contains 13495 members 
Mstep: Class 12 contains 52390 members 
Mstep: Class 13 contains 101965 members 
Mstep: Class 14 contains 38204 members 
Mstep: Class 15 contains 12150 members 
Mstep: Class 17 contains 10713 members 
Mstep: Class 18 contains 45560 members 
Mstep: Class 19 contains 18726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101722216.000000 Penalty: 63225.238281
Iteration 10F: 19 clusters Score -1.017222e+08 nChanged 73172
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 494913 members 
Mstep: Class 2 contains 40365 members 
Mstep: Class 3 contains 85812 members 
Mstep: Class 4 contains 22907 members 
Mstep: Class 5 contains 26005 members 
Mstep: Class 6 contains 26095 members 
Mstep: Class 7 contains 59753 members 
Mstep: Class 8 contains 24065 members 
Mstep: Class 9 contains 268021 members 
Mstep: Class 10 contains 81776 members 
Mstep: Class 11 contains 12523 members 
Mstep: Class 12 contains 54300 members 
Mstep: Class 13 contains 97927 members 
Mstep: Class 14 contains 35831 members 
Mstep: Class 15 contains 12359 members 
Mstep: Class 17 contains 11030 members 
Mstep: Class 18 contains 45209 members 
Mstep: Class 19 contains 17095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101789536.000000 Penalty: 63225.238281
Iteration 11F: 19 clusters Score -1.017895e+08 nChanged 62906
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 506446 members 
Mstep: Class 2 contains 40391 members 
Mstep: Class 3 contains 83833 members 
Mstep: Class 4 contains 24654 members 
Mstep: Class 5 contains 25761 members 
Mstep: Class 6 contains 26077 members 
Mstep: Class 7 contains 62199 members 
Mstep: Class 8 contains 25440 members 
Mstep: Class 9 contains 258129 members 
Mstep: Class 10 contains 82640 members 
Mstep: Class 11 contains 12233 members 
Mstep: Class 12 contains 55574 members 
Mstep: Class 13 contains 94266 members 
Mstep: Class 14 contains 32983 members 
Mstep: Class 15 contains 13366 members 
Mstep: Class 17 contains 11459 members 
Mstep: Class 18 contains 44920 members 
Mstep: Class 19 contains 15617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101843904.000000 Penalty: 63225.238281
Iteration 12Q: 19 clusters Score -1.018439e+08 nChanged 55910
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 515097 members 
Mstep: Class 2 contains 42427 members 
Mstep: Class 3 contains 81936 members 
Mstep: Class 4 contains 26638 members 
Mstep: Class 5 contains 25456 members 
Mstep: Class 6 contains 25973 members 
Mstep: Class 7 contains 63201 members 
Mstep: Class 8 contains 26926 members 
Mstep: Class 9 contains 248642 members 
Mstep: Class 10 contains 83794 members 
Mstep: Class 11 contains 12117 members 
Mstep: Class 12 contains 56175 members 
Mstep: Class 13 contains 92506 members 
Mstep: Class 14 contains 29825 members 
Mstep: Class 15 contains 14431 members 
Mstep: Class 17 contains 11759 members 
Mstep: Class 18 contains 44976 members 
Mstep: Class 19 contains 14108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101891784.000000 Penalty: 63225.238281
Iteration 13Q: 19 clusters Score -1.018918e+08 nChanged 49831
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 520535 members 
Mstep: Class 2 contains 45286 members 
Mstep: Class 3 contains 80330 members 
Mstep: Class 4 contains 28348 members 
Mstep: Class 5 contains 25167 members 
Mstep: Class 6 contains 25766 members 
Mstep: Class 7 contains 62095 members 
Mstep: Class 8 contains 28424 members 
Mstep: Class 9 contains 239907 members 
Mstep: Class 10 contains 84959 members 
Mstep: Class 11 contains 11961 members 
Mstep: Class 12 contains 56117 members 
Mstep: Class 13 contains 95227 members 
Mstep: Class 14 contains 26869 members 
Mstep: Class 15 contains 15270 members 
Mstep: Class 17 contains 11942 members 
Mstep: Class 18 contains 45118 members 
Mstep: Class 19 contains 12668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101927632.000000 Penalty: 63225.238281
Iteration 14Q: 19 clusters Score -1.019276e+08 nChanged 42545
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 524036 members 
Mstep: Class 2 contains 48450 members 
Mstep: Class 3 contains 79075 members 
Mstep: Class 4 contains 29442 members 
Mstep: Class 5 contains 24695 members 
Mstep: Class 6 contains 25803 members 
Mstep: Class 7 contains 60314 members 
Mstep: Class 8 contains 29684 members 
Mstep: Class 9 contains 231669 members 
Mstep: Class 10 contains 86034 members 
Mstep: Class 11 contains 11758 members 
Mstep: Class 12 contains 56070 members 
Mstep: Class 13 contains 99783 members 
Mstep: Class 14 contains 24713 members 
Mstep: Class 15 contains 15847 members 
Mstep: Class 17 contains 11859 members 
Mstep: Class 18 contains 44717 members 
Mstep: Class 19 contains 12038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101949320.000000 Penalty: 63225.238281
Iteration 15Q: 19 clusters Score -1.019493e+08 nChanged 34235
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 526386 members 
Mstep: Class 2 contains 51781 members 
Mstep: Class 3 contains 77897 members 
Mstep: Class 4 contains 30069 members 
Mstep: Class 5 contains 24089 members 
Mstep: Class 6 contains 25958 members 
Mstep: Class 7 contains 58270 members 
Mstep: Class 8 contains 30602 members 
Mstep: Class 9 contains 224438 members 
Mstep: Class 10 contains 87033 members 
Mstep: Class 11 contains 11518 members 
Mstep: Class 12 contains 56006 members 
Mstep: Class 13 contains 104588 members 
Mstep: Class 14 contains 23589 members 
Mstep: Class 15 contains 16267 members 
Mstep: Class 17 contains 11715 members 
Mstep: Class 18 contains 44046 members 
Mstep: Class 19 contains 11734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101963832.000000 Penalty: 63225.238281
Iteration 16Q: 19 clusters Score -1.019638e+08 nChanged 28246
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 528110 members 
Mstep: Class 2 contains 54864 members 
Mstep: Class 3 contains 76868 members 
Mstep: Class 4 contains 30495 members 
Mstep: Class 5 contains 23159 members 
Mstep: Class 6 contains 26058 members 
Mstep: Class 7 contains 56020 members 
Mstep: Class 8 contains 31203 members 
Mstep: Class 9 contains 218100 members 
Mstep: Class 10 contains 87936 members 
Mstep: Class 11 contains 11308 members 
Mstep: Class 12 contains 55737 members 
Mstep: Class 13 contains 109116 members 
Mstep: Class 14 contains 23965 members 
Mstep: Class 15 contains 16544 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 18 contains 43416 members 
Mstep: Class 19 contains 11416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101975240.000000 Penalty: 63225.238281
Iteration 17Q: 19 clusters Score -1.019752e+08 nChanged 24704
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 529272 members 
Mstep: Class 2 contains 57807 members 
Mstep: Class 3 contains 75922 members 
Mstep: Class 4 contains 30693 members 
Mstep: Class 5 contains 21881 members 
Mstep: Class 6 contains 26072 members 
Mstep: Class 7 contains 53516 members 
Mstep: Class 8 contains 31564 members 
Mstep: Class 9 contains 212611 members 
Mstep: Class 10 contains 88705 members 
Mstep: Class 11 contains 11110 members 
Mstep: Class 12 contains 55315 members 
Mstep: Class 13 contains 113303 members 
Mstep: Class 14 contains 25706 members 
Mstep: Class 15 contains 16742 members 
Mstep: Class 17 contains 11734 members 
Mstep: Class 18 contains 42961 members 
Mstep: Class 19 contains 11071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101983832.000000 Penalty: 63225.238281
Iteration 18Q: 19 clusters Score -1.019838e+08 nChanged 22241
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 529996 members 
Mstep: Class 2 contains 60694 members 
Mstep: Class 3 contains 75078 members 
Mstep: Class 4 contains 30756 members 
Mstep: Class 5 contains 20553 members 
Mstep: Class 6 contains 26116 members 
Mstep: Class 7 contains 50883 members 
Mstep: Class 8 contains 31801 members 
Mstep: Class 9 contains 207764 members 
Mstep: Class 10 contains 89394 members 
Mstep: Class 11 contains 10914 members 
Mstep: Class 12 contains 54709 members 
Mstep: Class 13 contains 117348 members 
Mstep: Class 14 contains 27888 members 
Mstep: Class 15 contains 16867 members 
Mstep: Class 17 contains 11860 members 
Mstep: Class 18 contains 42643 members 
Mstep: Class 19 contains 10721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101991488.000000 Penalty: 63225.238281
Iteration 19Q: 19 clusters Score -1.019915e+08 nChanged 19711
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 530502 members 
Mstep: Class 2 contains 63484 members 
Mstep: Class 3 contains 74350 members 
Mstep: Class 4 contains 30772 members 
Mstep: Class 5 contains 19492 members 
Mstep: Class 6 contains 26225 members 
Mstep: Class 7 contains 48308 members 
Mstep: Class 8 contains 31906 members 
Mstep: Class 9 contains 203467 members 
Mstep: Class 10 contains 90002 members 
Mstep: Class 11 contains 10777 members 
Mstep: Class 12 contains 53940 members 
Mstep: Class 13 contains 121210 members 
Mstep: Class 14 contains 29837 members 
Mstep: Class 15 contains 16946 members 
Mstep: Class 17 contains 11919 members 
Mstep: Class 18 contains 42463 members 
Mstep: Class 19 contains 10386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101998888.000000 Penalty: 63225.238281
Iteration 20F: 19 clusters Score -1.019989e+08 nChanged 19232
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 530580 members 
Mstep: Class 2 contains 66510 members 
Mstep: Class 3 contains 73687 members 
Mstep: Class 4 contains 30691 members 
Mstep: Class 5 contains 17798 members 
Mstep: Class 6 contains 26276 members 
Mstep: Class 7 contains 45818 members 
Mstep: Class 8 contains 32003 members 
Mstep: Class 9 contains 199560 members 
Mstep: Class 10 contains 90564 members 
Mstep: Class 11 contains 10597 members 
Mstep: Class 12 contains 53022 members 
Mstep: Class 13 contains 125022 members 
Mstep: Class 14 contains 32560 members 
Mstep: Class 15 contains 17003 members 
Mstep: Class 17 contains 11960 members 
Mstep: Class 18 contains 42233 members 
Mstep: Class 19 contains 10104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102006576.000000 Penalty: 63225.238281
Iteration 21Q: 19 clusters Score -1.020066e+08 nChanged 18689
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 530620 members 
Mstep: Class 2 contains 69359 members 
Mstep: Class 3 contains 73016 members 
Mstep: Class 4 contains 30618 members 
Mstep: Class 5 contains 16250 members 
Mstep: Class 6 contains 26204 members 
Mstep: Class 7 contains 43427 members 
Mstep: Class 8 contains 31955 members 
Mstep: Class 9 contains 196041 members 
Mstep: Class 10 contains 91152 members 
Mstep: Class 11 contains 10425 members 
Mstep: Class 12 contains 51893 members 
Mstep: Class 13 contains 128905 members 
Mstep: Class 14 contains 35216 members 
Mstep: Class 15 contains 17022 members 
Mstep: Class 17 contains 12022 members 
Mstep: Class 18 contains 42069 members 
Mstep: Class 19 contains 9795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102015992.000000 Penalty: 63225.238281
Iteration 22Q: 19 clusters Score -1.02016e+08 nChanged 17624
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 530623 members 
Mstep: Class 2 contains 72041 members 
Mstep: Class 3 contains 72326 members 
Mstep: Class 4 contains 30527 members 
Mstep: Class 5 contains 15264 members 
Mstep: Class 6 contains 26030 members 
Mstep: Class 7 contains 41138 members 
Mstep: Class 8 contains 31980 members 
Mstep: Class 9 contains 192898 members 
Mstep: Class 10 contains 91655 members 
Mstep: Class 11 contains 10223 members 
Mstep: Class 12 contains 50635 members 
Mstep: Class 13 contains 132764 members 
Mstep: Class 14 contains 37322 members 
Mstep: Class 15 contains 17004 members 
Mstep: Class 17 contains 12168 members 
Mstep: Class 18 contains 41922 members 
Mstep: Class 19 contains 9471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102026568.000000 Penalty: 63225.238281
Iteration 23Q: 19 clusters Score -1.020266e+08 nChanged 16613
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 530458 members 
Mstep: Class 2 contains 74631 members 
Mstep: Class 3 contains 71652 members 
Mstep: Class 4 contains 30468 members 
Mstep: Class 5 contains 15150 members 
Mstep: Class 6 contains 25658 members 
Mstep: Class 7 contains 38989 members 
Mstep: Class 8 contains 32163 members 
Mstep: Class 9 contains 190017 members 
Mstep: Class 10 contains 92086 members 
Mstep: Class 11 contains 10027 members 
Mstep: Class 12 contains 49244 members 
Mstep: Class 13 contains 136606 members 
Mstep: Class 14 contains 38615 members 
Mstep: Class 15 contains 16926 members 
Mstep: Class 17 contains 12354 members 
Mstep: Class 18 contains 41768 members 
Mstep: Class 19 contains 9179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102033592.000000 Penalty: 63225.238281
Iteration 24Q: 19 clusters Score -1.020336e+08 nChanged 15073
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 530203 members 
Mstep: Class 2 contains 77066 members 
Mstep: Class 3 contains 71097 members 
Mstep: Class 4 contains 30508 members 
Mstep: Class 5 contains 15265 members 
Mstep: Class 6 contains 25278 members 
Mstep: Class 7 contains 36975 members 
Mstep: Class 8 contains 32371 members 
Mstep: Class 9 contains 187381 members 
Mstep: Class 10 contains 92500 members 
Mstep: Class 11 contains 9888 members 
Mstep: Class 12 contains 47794 members 
Mstep: Class 13 contains 140277 members 
Mstep: Class 14 contains 39509 members 
Mstep: Class 15 contains 16859 members 
Mstep: Class 17 contains 12460 members 
Mstep: Class 18 contains 41627 members 
Mstep: Class 19 contains 8932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102037648.000000 Penalty: 63225.238281
Iteration 25Q: 19 clusters Score -1.020376e+08 nChanged 13379
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 529902 members 
Mstep: Class 2 contains 79275 members 
Mstep: Class 3 contains 70592 members 
Mstep: Class 4 contains 30555 members 
Mstep: Class 5 contains 15407 members 
Mstep: Class 6 contains 25029 members 
Mstep: Class 7 contains 35036 members 
Mstep: Class 8 contains 32543 members 
Mstep: Class 9 contains 185011 members 
Mstep: Class 10 contains 92888 members 
Mstep: Class 11 contains 9752 members 
Mstep: Class 12 contains 46339 members 
Mstep: Class 13 contains 143823 members 
Mstep: Class 14 contains 40281 members 
Mstep: Class 15 contains 16818 members 
Mstep: Class 17 contains 12484 members 
Mstep: Class 18 contains 41549 members 
Mstep: Class 19 contains 8706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102040848.000000 Penalty: 63225.238281
Iteration 26Q: 19 clusters Score -1.020408e+08 nChanged 11923
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 529584 members 
Mstep: Class 2 contains 81216 members 
Mstep: Class 3 contains 70128 members 
Mstep: Class 4 contains 30620 members 
Mstep: Class 5 contains 15545 members 
Mstep: Class 6 contains 24804 members 
Mstep: Class 7 contains 33279 members 
Mstep: Class 8 contains 32735 members 
Mstep: Class 9 contains 182875 members 
Mstep: Class 10 contains 93256 members 
Mstep: Class 11 contains 9659 members 
Mstep: Class 12 contains 44819 members 
Mstep: Class 13 contains 147254 members 
Mstep: Class 14 contains 40896 members 
Mstep: Class 15 contains 16797 members 
Mstep: Class 17 contains 12469 members 
Mstep: Class 18 contains 41532 members 
Mstep: Class 19 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102042992.000000 Penalty: 63225.238281
Iteration 27Q: 19 clusters Score -1.02043e+08 nChanged 10737
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 529220 members 
Mstep: Class 2 contains 83070 members 
Mstep: Class 3 contains 69670 members 
Mstep: Class 4 contains 30654 members 
Mstep: Class 5 contains 15707 members 
Mstep: Class 6 contains 24614 members 
Mstep: Class 7 contains 31689 members 
Mstep: Class 8 contains 32891 members 
Mstep: Class 9 contains 180955 members 
Mstep: Class 10 contains 93632 members 
Mstep: Class 11 contains 9563 members 
Mstep: Class 12 contains 43242 members 
Mstep: Class 13 contains 150538 members 
Mstep: Class 14 contains 41425 members 
Mstep: Class 15 contains 16783 members 
Mstep: Class 17 contains 12477 members 
Mstep: Class 18 contains 41478 members 
Mstep: Class 19 contains 8380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102044912.000000 Penalty: 63225.238281
Iteration 28Q: 19 clusters Score -1.020449e+08 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 528812 members 
Mstep: Class 2 contains 84828 members 
Mstep: Class 3 contains 69210 members 
Mstep: Class 4 contains 30697 members 
Mstep: Class 5 contains 15849 members 
Mstep: Class 6 contains 24471 members 
Mstep: Class 7 contains 30270 members 
Mstep: Class 8 contains 33083 members 
Mstep: Class 9 contains 179227 members 
Mstep: Class 10 contains 94017 members 
Mstep: Class 11 contains 9455 members 
Mstep: Class 12 contains 41546 members 
Mstep: Class 13 contains 153738 members 
Mstep: Class 14 contains 41868 members 
Mstep: Class 15 contains 16768 members 
Mstep: Class 17 contains 12463 members 
Mstep: Class 18 contains 41396 members 
Mstep: Class 19 contains 8287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102046232.000000 Penalty: 63225.238281
Iteration 29Q: 19 clusters Score -1.020462e+08 nChanged 9100
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 528462 members 
Mstep: Class 2 contains 86410 members 
Mstep: Class 3 contains 68773 members 
Mstep: Class 4 contains 30735 members 
Mstep: Class 5 contains 15970 members 
Mstep: Class 6 contains 24320 members 
Mstep: Class 7 contains 28979 members 
Mstep: Class 8 contains 33266 members 
Mstep: Class 9 contains 177677 members 
Mstep: Class 10 contains 94392 members 
Mstep: Class 11 contains 9338 members 
Mstep: Class 12 contains 39835 members 
Mstep: Class 13 contains 156829 members 
Mstep: Class 14 contains 42233 members 
Mstep: Class 15 contains 16757 members 
Mstep: Class 17 contains 12467 members 
Mstep: Class 18 contains 41319 members 
Mstep: Class 19 contains 8223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102047656.000000 Penalty: 63225.238281
Iteration 30Q: 19 clusters Score -1.020477e+08 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 528246 members 
Mstep: Class 2 contains 87797 members 
Mstep: Class 3 contains 68330 members 
Mstep: Class 4 contains 30763 members 
Mstep: Class 5 contains 16073 members 
Mstep: Class 6 contains 24177 members 
Mstep: Class 7 contains 27866 members 
Mstep: Class 8 contains 33445 members 
Mstep: Class 9 contains 176264 members 
Mstep: Class 10 contains 94758 members 
Mstep: Class 11 contains 9214 members 
Mstep: Class 12 contains 38114 members 
Mstep: Class 13 contains 159758 members 
Mstep: Class 14 contains 42535 members 
Mstep: Class 15 contains 16743 members 
Mstep: Class 17 contains 12464 members 
Mstep: Class 18 contains 41239 members 
Mstep: Class 19 contains 8199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102049184.000000 Penalty: 63225.238281
Iteration 31Q: 19 clusters Score -1.020492e+08 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 528033 members 
Mstep: Class 2 contains 89052 members 
Mstep: Class 3 contains 67930 members 
Mstep: Class 4 contains 30784 members 
Mstep: Class 5 contains 16162 members 
Mstep: Class 6 contains 24036 members 
Mstep: Class 7 contains 26871 members 
Mstep: Class 8 contains 33637 members 
Mstep: Class 9 contains 174996 members 
Mstep: Class 10 contains 95119 members 
Mstep: Class 11 contains 9085 members 
Mstep: Class 12 contains 36458 members 
Mstep: Class 13 contains 162486 members 
Mstep: Class 14 contains 42765 members 
Mstep: Class 15 contains 16727 members 
Mstep: Class 17 contains 12455 members 
Mstep: Class 18 contains 41170 members 
Mstep: Class 19 contains 8217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102051064.000000 Penalty: 63225.238281
Iteration 32Q: 19 clusters Score -1.020511e+08 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 527921 members 
Mstep: Class 2 contains 90124 members 
Mstep: Class 3 contains 67539 members 
Mstep: Class 4 contains 30792 members 
Mstep: Class 5 contains 16246 members 
Mstep: Class 6 contains 23930 members 
Mstep: Class 7 contains 26031 members 
Mstep: Class 8 contains 33783 members 
Mstep: Class 9 contains 173804 members 
Mstep: Class 10 contains 95537 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 34707 members 
Mstep: Class 13 contains 165154 members 
Mstep: Class 14 contains 42982 members 
Mstep: Class 15 contains 16711 members 
Mstep: Class 17 contains 12452 members 
Mstep: Class 18 contains 41083 members 
Mstep: Class 19 contains 8226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102052424.000000 Penalty: 63225.238281
Iteration 33Q: 19 clusters Score -1.020524e+08 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 527891 members 
Mstep: Class 2 contains 91120 members 
Mstep: Class 3 contains 67195 members 
Mstep: Class 4 contains 30804 members 
Mstep: Class 5 contains 16314 members 
Mstep: Class 6 contains 23809 members 
Mstep: Class 7 contains 25322 members 
Mstep: Class 8 contains 33925 members 
Mstep: Class 9 contains 172628 members 
Mstep: Class 10 contains 95977 members 
Mstep: Class 11 contains 8824 members 
Mstep: Class 12 contains 32966 members 
Mstep: Class 13 contains 167660 members 
Mstep: Class 14 contains 43142 members 
Mstep: Class 15 contains 16704 members 
Mstep: Class 17 contains 12460 members 
Mstep: Class 18 contains 40992 members 
Mstep: Class 19 contains 8247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102054408.000000 Penalty: 63225.238281
Iteration 34Q: 19 clusters Score -1.020544e+08 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 528044 members 
Mstep: Class 2 contains 92034 members 
Mstep: Class 3 contains 66843 members 
Mstep: Class 4 contains 30816 members 
Mstep: Class 5 contains 16358 members 
Mstep: Class 6 contains 23702 members 
Mstep: Class 7 contains 24710 members 
Mstep: Class 8 contains 34075 members 
Mstep: Class 9 contains 171436 members 
Mstep: Class 10 contains 96382 members 
Mstep: Class 11 contains 8716 members 
Mstep: Class 12 contains 31242 members 
Mstep: Class 13 contains 170022 members 
Mstep: Class 14 contains 43236 members 
Mstep: Class 15 contains 16701 members 
Mstep: Class 17 contains 12452 members 
Mstep: Class 18 contains 40930 members 
Mstep: Class 19 contains 8280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102055720.000000 Penalty: 63225.238281
Iteration 35Q: 19 clusters Score -1.020557e+08 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 528114 members 
Mstep: Class 2 contains 92813 members 
Mstep: Class 3 contains 66518 members 
Mstep: Class 4 contains 30853 members 
Mstep: Class 5 contains 16393 members 
Mstep: Class 6 contains 23627 members 
Mstep: Class 7 contains 24191 members 
Mstep: Class 8 contains 34200 members 
Mstep: Class 9 contains 170381 members 
Mstep: Class 10 contains 96779 members 
Mstep: Class 11 contains 8632 members 
Mstep: Class 12 contains 29498 members 
Mstep: Class 13 contains 172327 members 
Mstep: Class 14 contains 43330 members 
Mstep: Class 15 contains 16698 members 
Mstep: Class 17 contains 12438 members 
Mstep: Class 18 contains 40850 members 
Mstep: Class 19 contains 8332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102058648.000000 Penalty: 63225.238281
Iteration 36Q: 19 clusters Score -1.020586e+08 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 528233 members 
Mstep: Class 2 contains 93485 members 
Mstep: Class 3 contains 66183 members 
Mstep: Class 4 contains 30871 members 
Mstep: Class 5 contains 16407 members 
Mstep: Class 6 contains 23574 members 
Mstep: Class 7 contains 23730 members 
Mstep: Class 8 contains 34289 members 
Mstep: Class 9 contains 169402 members 
Mstep: Class 10 contains 97196 members 
Mstep: Class 11 contains 8596 members 
Mstep: Class 12 contains 27691 members 
Mstep: Class 13 contains 174624 members 
Mstep: Class 14 contains 43406 members 
Mstep: Class 15 contains 16689 members 
Mstep: Class 17 contains 12410 members 
Mstep: Class 18 contains 40779 members 
Mstep: Class 19 contains 8407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102059928.000000 Penalty: 63225.238281
Iteration 37Q: 19 clusters Score -1.020599e+08 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 528294 members 
Mstep: Class 2 contains 94076 members 
Mstep: Class 3 contains 65875 members 
Mstep: Class 4 contains 30894 members 
Mstep: Class 5 contains 16428 members 
Mstep: Class 6 contains 23522 members 
Mstep: Class 7 contains 23331 members 
Mstep: Class 8 contains 34374 members 
Mstep: Class 9 contains 168512 members 
Mstep: Class 10 contains 97598 members 
Mstep: Class 11 contains 8611 members 
Mstep: Class 12 contains 25779 members 
Mstep: Class 13 contains 176971 members 
Mstep: Class 14 contains 43478 members 
Mstep: Class 15 contains 16671 members 
Mstep: Class 17 contains 12356 members 
Mstep: Class 18 contains 40696 members 
Mstep: Class 19 contains 8508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102060784.000000 Penalty: 63225.238281
Iteration 38Q: 19 clusters Score -1.020608e+08 nChanged 5138
Entering ConstructFrom: 
Score: -102060784.000000 Penalty: 63225.238281
Entering ConstructFrom: 
Trying to split cluster 1 (528285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528285 members 
Entering Unmasked Estep 
Score: -39205284.000000 Penalty: 3267.992920
	Iteration 0F: 2 clusters Score -3.920528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263719 members 
Mstep: Class 2 contains 264566 members 
Entering Unmasked Estep 
Score: -38849524.000000 Penalty: 6535.985840
	Iteration 0F: 3 clusters Score -3.884952e+07 nChanged 257699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251700 members 
Mstep: Class 2 contains 276585 members 
Entering Unmasked Estep 
Score: -39004556.000000 Penalty: 6535.985840
	Iteration 1F: 3 clusters Score -3.900456e+07 nChanged 14911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245007 members 
Mstep: Class 2 contains 283278 members 
Entering Unmasked Estep 
Score: -39008280.000000 Penalty: 6535.985840
	Iteration 2Q: 3 clusters Score -3.900828e+07 nChanged 17746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234723 members 
Mstep: Class 2 contains 293562 members 
Entering Unmasked Estep 
Score: -39014152.000000 Penalty: 6535.985840
	Iteration 3Q: 3 clusters Score -3.901415e+07 nChanged 21956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219329 members 
Mstep: Class 2 contains 308956 members 
Entering Unmasked Estep 
Score: -39024060.000000 Penalty: 6535.985840
	Iteration 4Q: 3 clusters Score -3.902406e+07 nChanged 27648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197329 members 
Mstep: Class 2 contains 330956 members 
Entering Unmasked Estep 
Score: -39040276.000000 Penalty: 6535.985840
	Iteration 5F: 3 clusters Score -3.904028e+07 nChanged 33704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168019 members 
Mstep: Class 2 contains 360266 members 
Entering Unmasked Estep 
Score: -39065240.000000 Penalty: 6535.985840
	Iteration 6F: 3 clusters Score -3.906524e+07 nChanged 37671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133242 members 
Mstep: Class 2 contains 395043 members 
Entering Unmasked Estep 
Score: -39097048.000000 Penalty: 6535.985840
	Iteration 7F: 3 clusters Score -3.909705e+07 nChanged 36827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98231 members 
Mstep: Class 2 contains 430054 members 
Entering Unmasked Estep 
Score: -39130128.000000 Penalty: 6535.985840
	Iteration 8F: 3 clusters Score -3.913013e+07 nChanged 30069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69466 members 
Mstep: Class 2 contains 458819 members 
Entering Unmasked Estep 
Score: -39157068.000000 Penalty: 6535.985840
	Iteration 9F: 3 clusters Score -3.915707e+07 nChanged 21431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 479396 members 
Entering Unmasked Estep 
Score: -39176060.000000 Penalty: 6535.985840
	Iteration 10Q: 3 clusters Score -3.917606e+07 nChanged 14187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 492895 members 
Entering Unmasked Estep 
Score: -39187264.000000 Penalty: 6535.985840
	Iteration 11Q: 3 clusters Score -3.918726e+07 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 501521 members 
Entering Unmasked Estep 
Score: -39193944.000000 Penalty: 6535.985840
	Iteration 12Q: 3 clusters Score -3.919394e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 507042 members 
Entering Unmasked Estep 
Score: -39197820.000000 Penalty: 6535.985840
	Iteration 13Q: 3 clusters Score -3.919782e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 510777 members 
Entering Unmasked Estep 
Score: -39200020.000000 Penalty: 6535.985840
	Iteration 14Q: 3 clusters Score -3.920002e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 513362 members 
Entering Unmasked Estep 
Score: -39201556.000000 Penalty: 6535.985840
	Iteration 15Q: 3 clusters Score -3.920156e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 515149 members 
Entering Unmasked Estep 
Score: -39202320.000000 Penalty: 6535.985840
	Iteration 16Q: 3 clusters Score -3.920232e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 516420 members 
Entering Unmasked Estep 
Score: -39202784.000000 Penalty: 6535.985840
	Iteration 17Q: 3 clusters Score -3.920278e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 517353 members 
Entering Unmasked Estep 
Score: -39203120.000000 Penalty: 6535.985840
	Iteration 18Q: 3 clusters Score -3.920312e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 518029 members 
Entering Unmasked Estep 
Score: -39203424.000000 Penalty: 6535.985840
	Iteration 19Q: 3 clusters Score -3.920342e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 518557 members 
Entering Unmasked Estep 
Score: -39203560.000000 Penalty: 6535.985840
	Iteration 20F: 3 clusters Score -3.920356e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 518991 members 
Entering Unmasked Estep 
Score: -39203656.000000 Penalty: 6535.985840
	Iteration 21Q: 3 clusters Score -3.920366e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 519314 members 
Entering Unmasked Estep 
Score: -39203760.000000 Penalty: 6535.985840
	Iteration 22Q: 3 clusters Score -3.920376e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 519583 members 
Entering Unmasked Estep 
Score: -39203908.000000 Penalty: 6535.985840
	Iteration 23Q: 3 clusters Score -3.920391e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 519787 members 
Entering Unmasked Estep 
Score: -39203996.000000 Penalty: 6535.985840
	Iteration 24Q: 3 clusters Score -3.9204e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 519953 members 
Entering Unmasked Estep 
Score: -39204028.000000 Penalty: 6535.985840
	Iteration 25Q: 3 clusters Score -3.920403e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 520045 members 
Entering Unmasked Estep 
Score: -39204000.000000 Penalty: 6535.985840
	Iteration 26Q: 3 clusters Score -3.9204e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 520153 members 
Entering Unmasked Estep 
Score: -39203984.000000 Penalty: 6535.985840
	Iteration 27Q: 3 clusters Score -3.920398e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 520245 members 
Entering Unmasked Estep 
Score: -39204020.000000 Penalty: 6535.985840
	Iteration 28Q: 3 clusters Score -3.920402e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 520312 members 
Entering Unmasked Estep 
Score: -39204052.000000 Penalty: 6535.985840
	Iteration 29Q: 3 clusters Score -3.920405e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 520379 members 
Entering Unmasked Estep 
Score: -39204048.000000 Penalty: 6535.985840
	Iteration 30Q: 3 clusters Score -3.920405e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 520423 members 
Entering Unmasked Estep 
Score: -39204044.000000 Penalty: 6535.985840
	Iteration 31Q: 3 clusters Score -3.920404e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 520451 members 
Entering Unmasked Estep 
Score: -39204072.000000 Penalty: 6535.985840
	Iteration 32Q: 3 clusters Score -3.920407e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 520483 members 
Entering Unmasked Estep 
Score: -39204152.000000 Penalty: 6535.985840
	Iteration 33Q: 3 clusters Score -3.920415e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 520521 members 
Entering Unmasked Estep 
Score: -39204152.000000 Penalty: 6535.985840
	Iteration 34Q: 3 clusters Score -3.920415e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 520550 members 
Entering Unmasked Estep 
Score: -39204120.000000 Penalty: 6535.985840
	Iteration 35Q: 3 clusters Score -3.920412e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 520583 members 
Entering Unmasked Estep 
Score: -39204092.000000 Penalty: 6535.985840
	Iteration 36Q: 3 clusters Score -3.920409e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 520615 members 
Entering Unmasked Estep 
Score: -39204068.000000 Penalty: 6535.985840
	Iteration 37Q: 3 clusters Score -3.920407e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 520630 members 
Entering Unmasked Estep 
Score: -39204120.000000 Penalty: 6535.985840
	Iteration 38Q: 3 clusters Score -3.920412e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 520650 members 
Entering Unmasked Estep 
Score: -39204172.000000 Penalty: 6535.985840
	Iteration 39Q: 3 clusters Score -3.920417e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 520657 members 
Entering Unmasked Estep 
Score: -39204160.000000 Penalty: 6535.985840
	Iteration 40F: 3 clusters Score -3.920416e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 520668 members 
Entering Unmasked Estep 
Score: -39204168.000000 Penalty: 6535.985840
	Iteration 41Q: 3 clusters Score -3.920417e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 520670 members 
Entering Unmasked Estep 
Score: -39204184.000000 Penalty: 6535.985840
	Iteration 42Q: 3 clusters Score -3.920418e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 520689 members 
Entering Unmasked Estep 
Score: -39204184.000000 Penalty: 6535.985840
	Iteration 43Q: 3 clusters Score -3.920418e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 520707 members 
Entering Unmasked Estep 
Score: -39204208.000000 Penalty: 6535.985840
	Iteration 44Q: 3 clusters Score -3.920421e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 520718 members 
Entering Unmasked Estep 
Score: -39204228.000000 Penalty: 6535.985840
	Iteration 45Q: 3 clusters Score -3.920423e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 520734 members 
Entering Unmasked Estep 
Score: -39204232.000000 Penalty: 6535.985840
	Iteration 46Q: 3 clusters Score -3.920423e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 520754 members 
Entering Unmasked Estep 
Score: -39204268.000000 Penalty: 6535.985840
	Iteration 47Q: 3 clusters Score -3.920427e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 520780 members 
Entering Unmasked Estep 
Score: -39204268.000000 Penalty: 6535.985840
	Iteration 48Q: 3 clusters Score -3.920427e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 520799 members 
Entering Unmasked Estep 
Score: -39204276.000000 Penalty: 6535.985840
	Iteration 49Q: 3 clusters Score -3.920428e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 520813 members 
Entering Unmasked Estep 
Score: -39204304.000000 Penalty: 6535.985840
	Iteration 50Q: 3 clusters Score -3.92043e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 520837 members 
Entering Unmasked Estep 
Score: -39204332.000000 Penalty: 6535.985840
	Iteration 51Q: 3 clusters Score -3.920433e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 520856 members 
Entering Unmasked Estep 
Score: -39204336.000000 Penalty: 6535.985840
	Iteration 52Q: 3 clusters Score -3.920434e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 520880 members 
Entering Unmasked Estep 
Score: -39204352.000000 Penalty: 6535.985840
	Iteration 53Q: 3 clusters Score -3.920435e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 520891 members 
Entering Unmasked Estep 
Score: -39204320.000000 Penalty: 6535.985840
	Iteration 54Q: 3 clusters Score -3.920432e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 520906 members 
Entering Unmasked Estep 
Score: -39204340.000000 Penalty: 6535.985840
	Iteration 55Q: 3 clusters Score -3.920434e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 520915 members 
Entering Unmasked Estep 
Score: -39204312.000000 Penalty: 6535.985840
	Iteration 56Q: 3 clusters Score -3.920431e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 520930 members 
Entering Unmasked Estep 
Score: -39204352.000000 Penalty: 6535.985840
	Iteration 57Q: 3 clusters Score -3.920435e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 520943 members 
Entering Unmasked Estep 
Score: -39204324.000000 Penalty: 6535.985840
	Iteration 58Q: 3 clusters Score -3.920432e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 520950 members 
Entering Unmasked Estep 
Score: -39204340.000000 Penalty: 6535.985840
	Iteration 59Q: 3 clusters Score -3.920434e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 520958 members 
Entering Unmasked Estep 
Score: -39204324.000000 Penalty: 6535.985840
	Iteration 60F: 3 clusters Score -3.920432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 520962 members 
Entering Unmasked Estep 
Score: -39204340.000000 Penalty: 6535.985840
	Iteration 61Q: 3 clusters Score -3.920434e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 520966 members 
Entering Unmasked Estep 
Score: -39204348.000000 Penalty: 6535.985840
	Iteration 62Q: 3 clusters Score -3.920435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 520970 members 
Entering Unmasked Estep 
Score: -39204332.000000 Penalty: 6535.985840
	Iteration 63Q: 3 clusters Score -3.920433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 520977 members 
Entering Unmasked Estep 
Score: -39204336.000000 Penalty: 6535.985840
	Iteration 64Q: 3 clusters Score -3.920434e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 520984 members 
Entering Unmasked Estep 
Score: -39204352.000000 Penalty: 6535.985840
	Iteration 65Q: 3 clusters Score -3.920435e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 520986 members 
Entering Unmasked Estep 
Score: -39204336.000000 Penalty: 6535.985840
	Iteration 66Q: 3 clusters Score -3.920434e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 520994 members 
Entering Unmasked Estep 
Score: -39204344.000000 Penalty: 6535.985840
	Iteration 67Q: 3 clusters Score -3.920434e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 521003 members 
Entering Unmasked Estep 
Score: -39204348.000000 Penalty: 6535.985840
	Iteration 68Q: 3 clusters Score -3.920435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 521007 members 
Entering Unmasked Estep 
Score: -39204352.000000 Penalty: 6535.985840
	Iteration 69Q: 3 clusters Score -3.920435e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 521018 members 
Entering Unmasked Estep 
Score: -39204372.000000 Penalty: 6535.985840
	Iteration 70Q: 3 clusters Score -3.920437e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 521029 members 
Entering Unmasked Estep 
Score: -39204348.000000 Penalty: 6535.985840
	Iteration 71Q: 3 clusters Score -3.920435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 521027 members 
Entering Unmasked Estep 
Score: -39204352.000000 Penalty: 6535.985840
	Iteration 72Q: 3 clusters Score -3.920435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 521031 members 
Entering Unmasked Estep 
Score: -39204352.000000 Penalty: 6535.985840
	Iteration 73Q: 3 clusters Score -3.920435e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 521037 members 
Entering Unmasked Estep 
Score: -39204348.000000 Penalty: 6535.985840
	Iteration 74Q: 3 clusters Score -3.920435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 521037 members 
Entering Unmasked Estep 
Score: -39204324.000000 Penalty: 6535.985840
	Iteration 75Q: 3 clusters Score -3.920432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 521036 members 
Entering Unmasked Estep 
Score: -39204320.000000 Penalty: 6535.985840
	Iteration 76Q: 3 clusters Score -3.920432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 521035 members 
Entering Unmasked Estep 
Score: -39204332.000000 Penalty: 6535.985840
	Iteration 77Q: 3 clusters Score -3.920433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 521034 members 
Entering Unmasked Estep 
Score: -39204332.000000 Penalty: 6535.985840
	Iteration 78Q: 3 clusters Score -3.920433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 521034 members 
Entering Unmasked Estep 
Score: -39204332.000000 Penalty: 6535.985840
	Iteration 79Q: 3 clusters Score -3.920433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 521036 members 
Entering Unmasked Estep 
Score: -39204336.000000 Penalty: 6535.985840
	Iteration 80F: 3 clusters Score -3.920434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 521039 members 
Entering Unmasked Estep 
Score: -39204344.000000 Penalty: 6535.985840
	Iteration 81Q: 3 clusters Score -3.920434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 521042 members 
Entering Unmasked Estep 
Score: -39204344.000000 Penalty: 6535.985840
	Iteration 82Q: 3 clusters Score -3.920434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 521043 members 
Entering Unmasked Estep 
Score: -39204364.000000 Penalty: 6535.985840
	Iteration 83Q: 3 clusters Score -3.920436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 521045 members 
Entering Unmasked Estep 
Score: -39204352.000000 Penalty: 6535.985840
	Iteration 84Q: 3 clusters Score -3.920435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 521048 members 
Entering Unmasked Estep 
Score: -39204360.000000 Penalty: 6535.985840
	Iteration 85Q: 3 clusters Score -3.920436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 521052 members 
Entering Unmasked Estep 
Score: -39204360.000000 Penalty: 6535.985840
	Iteration 86Q: 3 clusters Score -3.920436e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 521055 members 
Entering Unmasked Estep 
Score: -39204360.000000 Penalty: 6535.985840
	Iteration 87Q: 3 clusters Score -3.920436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 521057 members 
Entering Unmasked Estep 
Score: -39204356.000000 Penalty: 6535.985840
	Iteration 88Q: 3 clusters Score -3.920436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 521053 members 
Entering Unmasked Estep 
Score: -39204376.000000 Penalty: 6535.985840
	Iteration 89Q: 3 clusters Score -3.920438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 521052 members 
Entering Unmasked Estep 
Score: -39204360.000000 Penalty: 6535.985840
	Iteration 90Q: 3 clusters Score -3.920436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 521056 members 
Entering Unmasked Estep 
Score: -39204384.000000 Penalty: 6535.985840
	Iteration 91Q: 3 clusters Score -3.920438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 521055 members 
Entering Unmasked Estep 
Score: -39204360.000000 Penalty: 6535.985840
	Iteration 92Q: 3 clusters Score -3.920436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 521053 members 
Entering Unmasked Estep 
Score: -39204352.000000 Penalty: 6535.985840
	Iteration 93Q: 3 clusters Score -3.920435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 521052 members 
Entering Unmasked Estep 
Score: -39204352.000000 Penalty: 6535.985840
	Iteration 94Q: 3 clusters Score -3.920435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 521055 members 
Entering Unmasked Estep 
Score: -39204352.000000 Penalty: 6535.985840
	Iteration 95Q: 3 clusters Score -3.920435e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 521062 members 
Entering Unmasked Estep 
Score: -39204372.000000 Penalty: 6535.985840
	Iteration 96Q: 3 clusters Score -3.920437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 521063 members 
Entering Unmasked Estep 
Score: -39204344.000000 Penalty: 6535.985840
	Iteration 97Q: 3 clusters Score -3.920434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 521065 members 
Entering Unmasked Estep 
Score: -39204340.000000 Penalty: 6535.985840
	Iteration 98Q: 3 clusters Score -3.920434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 521065 members 
Entering Unmasked Estep 
Score: -39204336.000000 Penalty: 6535.985840
	Iteration 99Q: 3 clusters Score -3.920434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 521067 members 
Entering Unmasked Estep 
Score: -39204332.000000 Penalty: 6535.985840
	Iteration 100F: 3 clusters Score -3.920433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 521066 members 
Entering Unmasked Estep 
Score: -39204336.000000 Penalty: 6535.985840
	Iteration 101Q: 3 clusters Score -3.920434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 521067 members 
Entering Unmasked Estep 
Score: -39204336.000000 Penalty: 6535.985840
	Iteration 102Q: 3 clusters Score -3.920434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 521067 members 
Entering Unmasked Estep 
Score: -39204336.000000 Penalty: 6535.985840
	Iteration 103F: 3 clusters Score -3.920434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (94600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94600 members 
Entering Unmasked Estep 
Score: -7269310.500000 Penalty: 2841.438477
	Iteration 0F: 2 clusters Score -7269310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -7205947.500000 Penalty: 5682.876953
	Iteration 0F: 3 clusters Score -7205948 nChanged 44629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -7232011.500000 Penalty: 5682.876953
	Iteration 1F: 3 clusters Score -7232012 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 48350 members 
Entering Unmasked Estep 
Score: -7233238.500000 Penalty: 5682.876953
	Iteration 2Q: 3 clusters Score -7233238 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -7234777.000000 Penalty: 5682.876953
	Iteration 3Q: 3 clusters Score -7234777 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -7236838.000000 Penalty: 5682.876953
	Iteration 4Q: 3 clusters Score -7236838 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -7239510.500000 Penalty: 5682.876953
	Iteration 5F: 3 clusters Score -7239510 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -7243028.000000 Penalty: 5682.876953
	Iteration 6F: 3 clusters Score -7243028 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -7246992.000000 Penalty: 5682.876953
	Iteration 7F: 3 clusters Score -7246992 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
Score: -7250841.500000 Penalty: 5682.876953
	Iteration 8F: 3 clusters Score -7250842 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -7253775.000000 Penalty: 5682.876953
	Iteration 9F: 3 clusters Score -7253775 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -7255835.500000 Penalty: 5682.876953
	Iteration 10Q: 3 clusters Score -7255836 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 52533 members 
Entering Unmasked Estep 
Score: -7257461.000000 Penalty: 5682.876953
	Iteration 11Q: 3 clusters Score -7257461 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -7258961.000000 Penalty: 5682.876953
	Iteration 12Q: 3 clusters Score -7258961 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 53200 members 
Entering Unmasked Estep 
Score: -7260584.000000 Penalty: 5682.876953
	Iteration 13Q: 3 clusters Score -7260584 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -7262373.000000 Penalty: 5682.876953
	Iteration 14Q: 3 clusters Score -7262373 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 53765 members 
Entering Unmasked Estep 
Score: -7264369.000000 Penalty: 5682.876953
	Iteration 15Q: 3 clusters Score -7264369 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -7266383.000000 Penalty: 5682.876953
	Iteration 16Q: 3 clusters Score -7266383 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 54026 members 
Entering Unmasked Estep 
Score: -7268215.000000 Penalty: 5682.876953
	Iteration 17Q: 3 clusters Score -7268215 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -7269639.500000 Penalty: 5682.876953
	Iteration 18Q: 3 clusters Score -7269640 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 53765 members 
Entering Unmasked Estep 
Score: -7270545.000000 Penalty: 5682.876953
	Iteration 19Q: 3 clusters Score -7270545 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -7271187.000000 Penalty: 5682.876953
	Iteration 20F: 3 clusters Score -7271187 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 52794 members 
Entering Unmasked Estep 
Score: -7271749.500000 Penalty: 5682.876953
	Iteration 21Q: 3 clusters Score -7271750 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 52135 members 
Entering Unmasked Estep 
Score: -7272159.500000 Penalty: 5682.876953
	Iteration 22Q: 3 clusters Score -7272160 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 51514 members 
Entering Unmasked Estep 
Score: -7272380.500000 Penalty: 5682.876953
	Iteration 23Q: 3 clusters Score -7272380 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 50893 members 
Entering Unmasked Estep 
Score: -7272574.500000 Penalty: 5682.876953
	Iteration 24Q: 3 clusters Score -7272574 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -7272698.000000 Penalty: 5682.876953
	Iteration 25Q: 3 clusters Score -7272698 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -7272785.000000 Penalty: 5682.876953
	Iteration 26Q: 3 clusters Score -7272785 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -7272833.000000 Penalty: 5682.876953
	Iteration 27Q: 3 clusters Score -7272833 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -7272873.500000 Penalty: 5682.876953
	Iteration 28Q: 3 clusters Score -7272874 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
Score: -7272919.500000 Penalty: 5682.876953
	Iteration 29Q: 3 clusters Score -7272920 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -7272961.500000 Penalty: 5682.876953
	Iteration 30Q: 3 clusters Score -7272962 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -7272996.000000 Penalty: 5682.876953
	Iteration 31Q: 3 clusters Score -7272996 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -7273018.000000 Penalty: 5682.876953
	Iteration 32Q: 3 clusters Score -7273018 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -7273023.500000 Penalty: 5682.876953
	Iteration 33Q: 3 clusters Score -7273024 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -7273043.000000 Penalty: 5682.876953
	Iteration 34Q: 3 clusters Score -7273043 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -7273031.500000 Penalty: 5682.876953
	Iteration 35Q: 3 clusters Score -7273032 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -7273066.500000 Penalty: 5682.876953
	Iteration 36Q: 3 clusters Score -7273066 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -7273067.000000 Penalty: 5682.876953
	Iteration 37Q: 3 clusters Score -7273067 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -7273101.500000 Penalty: 5682.876953
	Iteration 38Q: 3 clusters Score -7273102 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -7273114.000000 Penalty: 5682.876953
	Iteration 39Q: 3 clusters Score -7273114 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -7273124.500000 Penalty: 5682.876953
	Iteration 40F: 3 clusters Score -7273124 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -7273139.000000 Penalty: 5682.876953
	Iteration 41Q: 3 clusters Score -7273139 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -7273122.000000 Penalty: 5682.876953
	Iteration 42Q: 3 clusters Score -7273122 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -7273114.500000 Penalty: 5682.876953
	Iteration 43Q: 3 clusters Score -7273114 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -7273119.500000 Penalty: 5682.876953
	Iteration 44Q: 3 clusters Score -7273120 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -7273138.000000 Penalty: 5682.876953
	Iteration 45Q: 3 clusters Score -7273138 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -7273146.000000 Penalty: 5682.876953
	Iteration 46Q: 3 clusters Score -7273146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48620 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -7273151.500000 Penalty: 5682.876953
	Iteration 47Q: 3 clusters Score -7273152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48643 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -7273146.000000 Penalty: 5682.876953
	Iteration 48Q: 3 clusters Score -7273146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -7273132.000000 Penalty: 5682.876953
	Iteration 49Q: 3 clusters Score -7273132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -7273134.000000 Penalty: 5682.876953
	Iteration 50Q: 3 clusters Score -7273134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -7273126.500000 Penalty: 5682.876953
	Iteration 51Q: 3 clusters Score -7273126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -7273130.500000 Penalty: 5682.876953
	Iteration 52Q: 3 clusters Score -7273130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -7273123.500000 Penalty: 5682.876953
	Iteration 53Q: 3 clusters Score -7273124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -7273131.000000 Penalty: 5682.876953
	Iteration 54Q: 3 clusters Score -7273131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -7273130.000000 Penalty: 5682.876953
	Iteration 55Q: 3 clusters Score -7273130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -7273132.000000 Penalty: 5682.876953
	Iteration 56Q: 3 clusters Score -7273132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -7273135.000000 Penalty: 5682.876953
	Iteration 57Q: 3 clusters Score -7273135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -7273130.500000 Penalty: 5682.876953
	Iteration 58Q: 3 clusters Score -7273130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -7273130.000000 Penalty: 5682.876953
	Iteration 59Q: 3 clusters Score -7273130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -7273132.000000 Penalty: 5682.876953
	Iteration 60F: 3 clusters Score -7273132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -7273135.000000 Penalty: 5682.876953
	Iteration 61Q: 3 clusters Score -7273135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -7273124.000000 Penalty: 5682.876953
	Iteration 62Q: 3 clusters Score -7273124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -7273124.000000 Penalty: 5682.876953
	Iteration 63F: 3 clusters Score -7273124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 528285 members 
Mstep: Class 2 contains 48736 members 
Mstep: Class 3 contains 65529 members 
Mstep: Class 4 contains 30898 members 
Mstep: Class 5 contains 16439 members 
Mstep: Class 6 contains 23500 members 
Mstep: Class 7 contains 22962 members 
Mstep: Class 8 contains 34464 members 
Mstep: Class 9 contains 167780 members 
Mstep: Class 10 contains 98032 members 
Mstep: Class 11 contains 8605 members 
Mstep: Class 12 contains 23847 members 
Mstep: Class 13 contains 179305 members 
Mstep: Class 14 contains 43531 members 
Mstep: Class 15 contains 16654 members 
Mstep: Class 16 contains 45864 members 
Mstep: Class 17 contains 12309 members 
Mstep: Class 18 contains 40630 members 
Mstep: Class 19 contains 8604 members 
Entering Unmasked Estep 
Score: -102065288.000000 Penalty: 66737.750000
Splitting cluster 2 changes total score from -102060784.000000 to -102065288.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 3 (65529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65529 members 
Entering Unmasked Estep 
Score: -5056002.500000 Penalty: 2750.381592
	Iteration 0F: 2 clusters Score -5056002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -5012069.000000 Penalty: 5500.763184
	Iteration 0F: 3 clusters Score -5012069 nChanged 30590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -5029252.000000 Penalty: 5500.763184
	Iteration 1F: 3 clusters Score -5029252 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -5029966.000000 Penalty: 5500.763184
	Iteration 2Q: 3 clusters Score -5029966 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -5030865.000000 Penalty: 5500.763184
	Iteration 3Q: 3 clusters Score -5030865 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -5032040.000000 Penalty: 5500.763184
	Iteration 4Q: 3 clusters Score -5032040 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -5033822.000000 Penalty: 5500.763184
	Iteration 5F: 3 clusters Score -5033822 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -5036376.000000 Penalty: 5500.763184
	Iteration 6F: 3 clusters Score -5036376 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -5039792.000000 Penalty: 5500.763184
	Iteration 7F: 3 clusters Score -5039792 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -5043360.000000 Penalty: 5500.763184
	Iteration 8F: 3 clusters Score -5043360 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -5046224.500000 Penalty: 5500.763184
	Iteration 9F: 3 clusters Score -5046224 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -5047860.500000 Penalty: 5500.763184
	Iteration 10Q: 3 clusters Score -5047860 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -5048750.500000 Penalty: 5500.763184
	Iteration 11Q: 3 clusters Score -5048750 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -5049330.000000 Penalty: 5500.763184
	Iteration 12Q: 3 clusters Score -5049330 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -5049831.000000 Penalty: 5500.763184
	Iteration 13Q: 3 clusters Score -5049831 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -5050215.000000 Penalty: 5500.763184
	Iteration 14Q: 3 clusters Score -5050215 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -5050528.500000 Penalty: 5500.763184
	Iteration 15Q: 3 clusters Score -5050528 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -5050779.000000 Penalty: 5500.763184
	Iteration 16Q: 3 clusters Score -5050779 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 48525 members 
Entering Unmasked Estep 
Score: -5050990.500000 Penalty: 5500.763184
	Iteration 17Q: 3 clusters Score -5050990 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -5051138.000000 Penalty: 5500.763184
	Iteration 18Q: 3 clusters Score -5051138 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -5051252.500000 Penalty: 5500.763184
	Iteration 19Q: 3 clusters Score -5051252 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 49970 members 
Entering Unmasked Estep 
Score: -5051384.000000 Penalty: 5500.763184
	Iteration 20F: 3 clusters Score -5051384 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -5051498.500000 Penalty: 5500.763184
	Iteration 21Q: 3 clusters Score -5051498 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 50791 members 
Entering Unmasked Estep 
Score: -5051563.000000 Penalty: 5500.763184
	Iteration 22Q: 3 clusters Score -5051563 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 51166 members 
Entering Unmasked Estep 
Score: -5051636.000000 Penalty: 5500.763184
	Iteration 23Q: 3 clusters Score -5051636 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -5051709.000000 Penalty: 5500.763184
	Iteration 24Q: 3 clusters Score -5051709 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 51858 members 
Entering Unmasked Estep 
Score: -5051746.000000 Penalty: 5500.763184
	Iteration 25Q: 3 clusters Score -5051746 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -5051808.500000 Penalty: 5500.763184
	Iteration 26Q: 3 clusters Score -5051808 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -5051882.500000 Penalty: 5500.763184
	Iteration 27Q: 3 clusters Score -5051882 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 52876 members 
Entering Unmasked Estep 
Score: -5051939.500000 Penalty: 5500.763184
	Iteration 28Q: 3 clusters Score -5051940 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 53228 members 
Entering Unmasked Estep 
Score: -5052041.500000 Penalty: 5500.763184
	Iteration 29Q: 3 clusters Score -5052042 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -5052097.500000 Penalty: 5500.763184
	Iteration 30Q: 3 clusters Score -5052098 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -5052174.000000 Penalty: 5500.763184
	Iteration 31Q: 3 clusters Score -5052174 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -5052230.500000 Penalty: 5500.763184
	Iteration 32Q: 3 clusters Score -5052230 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -5052302.500000 Penalty: 5500.763184
	Iteration 33Q: 3 clusters Score -5052302 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 54972 members 
Entering Unmasked Estep 
Score: -5052380.000000 Penalty: 5500.763184
	Iteration 34Q: 3 clusters Score -5052380 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -5052459.500000 Penalty: 5500.763184
	Iteration 35Q: 3 clusters Score -5052460 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 55649 members 
Entering Unmasked Estep 
Score: -5052530.000000 Penalty: 5500.763184
	Iteration 36Q: 3 clusters Score -5052530 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -5052574.500000 Penalty: 5500.763184
	Iteration 37Q: 3 clusters Score -5052574 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 56213 members 
Entering Unmasked Estep 
Score: -5052609.000000 Penalty: 5500.763184
	Iteration 38Q: 3 clusters Score -5052609 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 56477 members 
Entering Unmasked Estep 
Score: -5052624.000000 Penalty: 5500.763184
	Iteration 39Q: 3 clusters Score -5052624 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 56732 members 
Entering Unmasked Estep 
Score: -5052679.500000 Penalty: 5500.763184
	Iteration 40F: 3 clusters Score -5052680 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 56995 members 
Entering Unmasked Estep 
Score: -5052719.000000 Penalty: 5500.763184
	Iteration 41Q: 3 clusters Score -5052719 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 57247 members 
Entering Unmasked Estep 
Score: -5052762.500000 Penalty: 5500.763184
	Iteration 42Q: 3 clusters Score -5052762 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 57505 members 
Entering Unmasked Estep 
Score: -5052807.500000 Penalty: 5500.763184
	Iteration 43Q: 3 clusters Score -5052808 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 57757 members 
Entering Unmasked Estep 
Score: -5052848.000000 Penalty: 5500.763184
	Iteration 44Q: 3 clusters Score -5052848 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 58020 members 
Entering Unmasked Estep 
Score: -5052882.500000 Penalty: 5500.763184
	Iteration 45Q: 3 clusters Score -5052882 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 58247 members 
Entering Unmasked Estep 
Score: -5052929.500000 Penalty: 5500.763184
	Iteration 46Q: 3 clusters Score -5052930 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 58469 members 
Entering Unmasked Estep 
Score: -5052960.500000 Penalty: 5500.763184
	Iteration 47Q: 3 clusters Score -5052960 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 58664 members 
Entering Unmasked Estep 
Score: -5053009.500000 Penalty: 5500.763184
	Iteration 48Q: 3 clusters Score -5053010 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 58847 members 
Entering Unmasked Estep 
Score: -5053048.000000 Penalty: 5500.763184
	Iteration 49Q: 3 clusters Score -5053048 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 59033 members 
Entering Unmasked Estep 
Score: -5053069.000000 Penalty: 5500.763184
	Iteration 50Q: 3 clusters Score -5053069 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 59213 members 
Entering Unmasked Estep 
Score: -5053098.500000 Penalty: 5500.763184
	Iteration 51Q: 3 clusters Score -5053098 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 59369 members 
Entering Unmasked Estep 
Score: -5053129.500000 Penalty: 5500.763184
	Iteration 52Q: 3 clusters Score -5053130 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 59531 members 
Entering Unmasked Estep 
Score: -5053162.000000 Penalty: 5500.763184
	Iteration 53Q: 3 clusters Score -5053162 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 59694 members 
Entering Unmasked Estep 
Score: -5053199.000000 Penalty: 5500.763184
	Iteration 54Q: 3 clusters Score -5053199 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 59843 members 
Entering Unmasked Estep 
Score: -5053228.500000 Penalty: 5500.763184
	Iteration 55Q: 3 clusters Score -5053228 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 59987 members 
Entering Unmasked Estep 
Score: -5053246.000000 Penalty: 5500.763184
	Iteration 56Q: 3 clusters Score -5053246 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
Score: -5053271.500000 Penalty: 5500.763184
	Iteration 57Q: 3 clusters Score -5053272 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 60292 members 
Entering Unmasked Estep 
Score: -5053294.000000 Penalty: 5500.763184
	Iteration 58Q: 3 clusters Score -5053294 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 60442 members 
Entering Unmasked Estep 
Score: -5053336.500000 Penalty: 5500.763184
	Iteration 59Q: 3 clusters Score -5053336 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 60569 members 
Entering Unmasked Estep 
Score: -5053357.000000 Penalty: 5500.763184
	Iteration 60F: 3 clusters Score -5053357 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 60673 members 
Entering Unmasked Estep 
Score: -5053349.500000 Penalty: 5500.763184
	Iteration 61Q: 3 clusters Score -5053350 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -5053378.500000 Penalty: 5500.763184
	Iteration 62Q: 3 clusters Score -5053378 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 60843 members 
Entering Unmasked Estep 
Score: -5053384.500000 Penalty: 5500.763184
	Iteration 63Q: 3 clusters Score -5053384 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 60907 members 
Entering Unmasked Estep 
Score: -5053395.000000 Penalty: 5500.763184
	Iteration 64Q: 3 clusters Score -5053395 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 60969 members 
Entering Unmasked Estep 
Score: -5053401.000000 Penalty: 5500.763184
	Iteration 65Q: 3 clusters Score -5053401 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 61017 members 
Entering Unmasked Estep 
Score: -5053413.000000 Penalty: 5500.763184
	Iteration 66Q: 3 clusters Score -5053413 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 61068 members 
Entering Unmasked Estep 
Score: -5053429.000000 Penalty: 5500.763184
	Iteration 67Q: 3 clusters Score -5053429 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 61110 members 
Entering Unmasked Estep 
Score: -5053440.000000 Penalty: 5500.763184
	Iteration 68Q: 3 clusters Score -5053440 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 61149 members 
Entering Unmasked Estep 
Score: -5053449.000000 Penalty: 5500.763184
	Iteration 69Q: 3 clusters Score -5053449 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 61196 members 
Entering Unmasked Estep 
Score: -5053459.500000 Penalty: 5500.763184
	Iteration 70Q: 3 clusters Score -5053460 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 61242 members 
Entering Unmasked Estep 
Score: -5053462.500000 Penalty: 5500.763184
	Iteration 71Q: 3 clusters Score -5053462 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 61286 members 
Entering Unmasked Estep 
Score: -5053455.000000 Penalty: 5500.763184
	Iteration 72Q: 3 clusters Score -5053455 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 61326 members 
Entering Unmasked Estep 
Score: -5053467.000000 Penalty: 5500.763184
	Iteration 73Q: 3 clusters Score -5053467 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 61357 members 
Entering Unmasked Estep 
Score: -5053471.000000 Penalty: 5500.763184
	Iteration 74Q: 3 clusters Score -5053471 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 61391 members 
Entering Unmasked Estep 
Score: -5053483.500000 Penalty: 5500.763184
	Iteration 75Q: 3 clusters Score -5053484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 61423 members 
Entering Unmasked Estep 
Score: -5053484.500000 Penalty: 5500.763184
	Iteration 76Q: 3 clusters Score -5053484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 61459 members 
Entering Unmasked Estep 
Score: -5053482.000000 Penalty: 5500.763184
	Iteration 77Q: 3 clusters Score -5053482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 61490 members 
Entering Unmasked Estep 
Score: -5053491.500000 Penalty: 5500.763184
	Iteration 78Q: 3 clusters Score -5053492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 61519 members 
Entering Unmasked Estep 
Score: -5053487.500000 Penalty: 5500.763184
	Iteration 79Q: 3 clusters Score -5053488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 61550 members 
Entering Unmasked Estep 
Score: -5053502.500000 Penalty: 5500.763184
	Iteration 80F: 3 clusters Score -5053502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 61585 members 
Entering Unmasked Estep 
Score: -5053500.500000 Penalty: 5500.763184
	Iteration 81Q: 3 clusters Score -5053500 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 61623 members 
Entering Unmasked Estep 
Score: -5053497.000000 Penalty: 5500.763184
	Iteration 82Q: 3 clusters Score -5053497 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 61665 members 
Entering Unmasked Estep 
Score: -5053501.000000 Penalty: 5500.763184
	Iteration 83Q: 3 clusters Score -5053501 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 61698 members 
Entering Unmasked Estep 
Score: -5053507.000000 Penalty: 5500.763184
	Iteration 84Q: 3 clusters Score -5053507 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 61739 members 
Entering Unmasked Estep 
Score: -5053508.000000 Penalty: 5500.763184
	Iteration 85Q: 3 clusters Score -5053508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 61773 members 
Entering Unmasked Estep 
Score: -5053509.500000 Penalty: 5500.763184
	Iteration 86Q: 3 clusters Score -5053510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 61804 members 
Entering Unmasked Estep 
Score: -5053522.000000 Penalty: 5500.763184
	Iteration 87Q: 3 clusters Score -5053522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 61840 members 
Entering Unmasked Estep 
Score: -5053530.500000 Penalty: 5500.763184
	Iteration 88Q: 3 clusters Score -5053530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 61878 members 
Entering Unmasked Estep 
Score: -5053544.000000 Penalty: 5500.763184
	Iteration 89Q: 3 clusters Score -5053544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 61912 members 
Entering Unmasked Estep 
Score: -5053537.500000 Penalty: 5500.763184
	Iteration 90Q: 3 clusters Score -5053538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 61949 members 
Entering Unmasked Estep 
Score: -5053553.500000 Penalty: 5500.763184
	Iteration 91Q: 3 clusters Score -5053554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 61979 members 
Entering Unmasked Estep 
Score: -5053552.000000 Penalty: 5500.763184
	Iteration 92Q: 3 clusters Score -5053552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 62010 members 
Entering Unmasked Estep 
Score: -5053546.000000 Penalty: 5500.763184
	Iteration 93Q: 3 clusters Score -5053546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 62039 members 
Entering Unmasked Estep 
Score: -5053559.000000 Penalty: 5500.763184
	Iteration 94Q: 3 clusters Score -5053559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 62062 members 
Entering Unmasked Estep 
Score: -5053565.500000 Penalty: 5500.763184
	Iteration 95Q: 3 clusters Score -5053566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 62089 members 
Entering Unmasked Estep 
Score: -5053578.000000 Penalty: 5500.763184
	Iteration 96Q: 3 clusters Score -5053578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 62114 members 
Entering Unmasked Estep 
Score: -5053590.000000 Penalty: 5500.763184
	Iteration 97Q: 3 clusters Score -5053590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 62137 members 
Entering Unmasked Estep 
Score: -5053589.000000 Penalty: 5500.763184
	Iteration 98Q: 3 clusters Score -5053589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 62160 members 
Entering Unmasked Estep 
Score: -5053597.000000 Penalty: 5500.763184
	Iteration 99Q: 3 clusters Score -5053597 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 62191 members 
Entering Unmasked Estep 
Score: -5053590.000000 Penalty: 5500.763184
	Iteration 100F: 3 clusters Score -5053590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 62219 members 
Entering Unmasked Estep 
Score: -5053592.000000 Penalty: 5500.763184
	Iteration 101Q: 3 clusters Score -5053592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 62246 members 
Entering Unmasked Estep 
Score: -5053597.000000 Penalty: 5500.763184
	Iteration 102Q: 3 clusters Score -5053597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 62269 members 
Entering Unmasked Estep 
Score: -5053604.000000 Penalty: 5500.763184
	Iteration 103Q: 3 clusters Score -5053604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 62285 members 
Entering Unmasked Estep 
Score: -5053607.500000 Penalty: 5500.763184
	Iteration 104Q: 3 clusters Score -5053608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 62308 members 
Entering Unmasked Estep 
Score: -5053605.000000 Penalty: 5500.763184
	Iteration 105Q: 3 clusters Score -5053605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 62338 members 
Entering Unmasked Estep 
Score: -5053611.000000 Penalty: 5500.763184
	Iteration 106Q: 3 clusters Score -5053611 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62368 members 
Entering Unmasked Estep 
Score: -5053615.000000 Penalty: 5500.763184
	Iteration 107Q: 3 clusters Score -5053615 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 62397 members 
Entering Unmasked Estep 
Score: -5053606.000000 Penalty: 5500.763184
	Iteration 108Q: 3 clusters Score -5053606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 62425 members 
Entering Unmasked Estep 
Score: -5053619.000000 Penalty: 5500.763184
	Iteration 109Q: 3 clusters Score -5053619 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 62459 members 
Entering Unmasked Estep 
Score: -5053629.500000 Penalty: 5500.763184
	Iteration 110Q: 3 clusters Score -5053630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 62493 members 
Entering Unmasked Estep 
Score: -5053629.000000 Penalty: 5500.763184
	Iteration 111Q: 3 clusters Score -5053629 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
Score: -5053635.000000 Penalty: 5500.763184
	Iteration 112Q: 3 clusters Score -5053635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 62567 members 
Entering Unmasked Estep 
Score: -5053641.000000 Penalty: 5500.763184
	Iteration 113Q: 3 clusters Score -5053641 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 62607 members 
Entering Unmasked Estep 
Score: -5053650.500000 Penalty: 5500.763184
	Iteration 114Q: 3 clusters Score -5053650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 62645 members 
Entering Unmasked Estep 
Score: -5053653.500000 Penalty: 5500.763184
	Iteration 115Q: 3 clusters Score -5053654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 62672 members 
Entering Unmasked Estep 
Score: -5053654.000000 Penalty: 5500.763184
	Iteration 116Q: 3 clusters Score -5053654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 62694 members 
Entering Unmasked Estep 
Score: -5053667.000000 Penalty: 5500.763184
	Iteration 117Q: 3 clusters Score -5053667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 62714 members 
Entering Unmasked Estep 
Score: -5053676.500000 Penalty: 5500.763184
	Iteration 118Q: 3 clusters Score -5053676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 62734 members 
Entering Unmasked Estep 
Score: -5053681.500000 Penalty: 5500.763184
	Iteration 119Q: 3 clusters Score -5053682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 62747 members 
Entering Unmasked Estep 
Score: -5053685.000000 Penalty: 5500.763184
	Iteration 120F: 3 clusters Score -5053685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 62758 members 
Entering Unmasked Estep 
Score: -5053681.000000 Penalty: 5500.763184
	Iteration 121Q: 3 clusters Score -5053681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 62773 members 
Entering Unmasked Estep 
Score: -5053677.500000 Penalty: 5500.763184
	Iteration 122Q: 3 clusters Score -5053678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 62783 members 
Entering Unmasked Estep 
Score: -5053677.000000 Penalty: 5500.763184
	Iteration 123Q: 3 clusters Score -5053677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 62793 members 
Entering Unmasked Estep 
Score: -5053678.500000 Penalty: 5500.763184
	Iteration 124Q: 3 clusters Score -5053678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 62799 members 
Entering Unmasked Estep 
Score: -5053681.500000 Penalty: 5500.763184
	Iteration 125Q: 3 clusters Score -5053682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 62805 members 
Entering Unmasked Estep 
Score: -5053689.000000 Penalty: 5500.763184
	Iteration 126Q: 3 clusters Score -5053689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 62815 members 
Entering Unmasked Estep 
Score: -5053689.500000 Penalty: 5500.763184
	Iteration 127Q: 3 clusters Score -5053690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 62824 members 
Entering Unmasked Estep 
Score: -5053690.000000 Penalty: 5500.763184
	Iteration 128Q: 3 clusters Score -5053690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -5053689.500000 Penalty: 5500.763184
	Iteration 129Q: 3 clusters Score -5053690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 62829 members 
Entering Unmasked Estep 
Score: -5053686.000000 Penalty: 5500.763184
	Iteration 130Q: 3 clusters Score -5053686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 62831 members 
Entering Unmasked Estep 
Score: -5053686.000000 Penalty: 5500.763184
	Iteration 131Q: 3 clusters Score -5053686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 62833 members 
Entering Unmasked Estep 
Score: -5053686.500000 Penalty: 5500.763184
	Iteration 132Q: 3 clusters Score -5053686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -5053692.000000 Penalty: 5500.763184
	Iteration 133Q: 3 clusters Score -5053692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 62838 members 
Entering Unmasked Estep 
Score: -5053696.500000 Penalty: 5500.763184
	Iteration 134Q: 3 clusters Score -5053696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 62842 members 
Entering Unmasked Estep 
Score: -5053698.500000 Penalty: 5500.763184
	Iteration 135Q: 3 clusters Score -5053698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -5053693.500000 Penalty: 5500.763184
	Iteration 136Q: 3 clusters Score -5053694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 62849 members 
Entering Unmasked Estep 
Score: -5053695.500000 Penalty: 5500.763184
	Iteration 137Q: 3 clusters Score -5053696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 62853 members 
Entering Unmasked Estep 
Score: -5053688.500000 Penalty: 5500.763184
	Iteration 138Q: 3 clusters Score -5053688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 62854 members 
Entering Unmasked Estep 
Score: -5053689.500000 Penalty: 5500.763184
	Iteration 139Q: 3 clusters Score -5053690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 62858 members 
Entering Unmasked Estep 
Score: -5053683.500000 Penalty: 5500.763184
	Iteration 140F: 3 clusters Score -5053684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 62861 members 
Entering Unmasked Estep 
Score: -5053691.500000 Penalty: 5500.763184
	Iteration 141Q: 3 clusters Score -5053692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -5053689.000000 Penalty: 5500.763184
	Iteration 142Q: 3 clusters Score -5053689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 62863 members 
Entering Unmasked Estep 
Score: -5053692.000000 Penalty: 5500.763184
	Iteration 143Q: 3 clusters Score -5053692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 62865 members 
Entering Unmasked Estep 
Score: -5053691.500000 Penalty: 5500.763184
	Iteration 144Q: 3 clusters Score -5053692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 62865 members 
Entering Unmasked Estep 
Score: -5053691.500000 Penalty: 5500.763184
	Iteration 145F: 3 clusters Score -5053692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Entering Unmasked Estep 
Score: -2224743.250000 Penalty: 2563.934814
	Iteration 0F: 2 clusters Score -2224743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2203697.000000 Penalty: 5127.869629
	Iteration 0F: 3 clusters Score -2203697 nChanged 13920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2215414.750000 Penalty: 5127.869629
	Iteration 1F: 3 clusters Score -2215415 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2220357.750000 Penalty: 5127.869629
	Iteration 2F: 3 clusters Score -2220358 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -2225873.250000 Penalty: 5127.869629
	Iteration 3F: 3 clusters Score -2225873 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -2229143.750000 Penalty: 5127.869629
	Iteration 4F: 3 clusters Score -2229144 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -2230628.750000 Penalty: 5127.869629
	Iteration 5F: 3 clusters Score -2230629 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -2231428.250000 Penalty: 5127.869629
	Iteration 6Q: 3 clusters Score -2231428 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -2231987.500000 Penalty: 5127.869629
	Iteration 7Q: 3 clusters Score -2231988 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -2232436.250000 Penalty: 5127.869629
	Iteration 8Q: 3 clusters Score -2232436 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -2232662.750000 Penalty: 5127.869629
	Iteration 9Q: 3 clusters Score -2232663 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -2232755.750000 Penalty: 5127.869629
	Iteration 10Q: 3 clusters Score -2232756 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -2232843.000000 Penalty: 5127.869629
	Iteration 11Q: 3 clusters Score -2232843 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -2232915.250000 Penalty: 5127.869629
	Iteration 12Q: 3 clusters Score -2232915 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -2232965.000000 Penalty: 5127.869629
	Iteration 13Q: 3 clusters Score -2232965 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -2232981.250000 Penalty: 5127.869629
	Iteration 14Q: 3 clusters Score -2232981 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -2233015.500000 Penalty: 5127.869629
	Iteration 15Q: 3 clusters Score -2233016 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -2233036.500000 Penalty: 5127.869629
	Iteration 16Q: 3 clusters Score -2233036 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -2233050.750000 Penalty: 5127.869629
	Iteration 17Q: 3 clusters Score -2233051 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -2233082.000000 Penalty: 5127.869629
	Iteration 18Q: 3 clusters Score -2233082 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -2233111.250000 Penalty: 5127.869629
	Iteration 19Q: 3 clusters Score -2233111 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -2233141.500000 Penalty: 5127.869629
	Iteration 20F: 3 clusters Score -2233142 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -2233171.750000 Penalty: 5127.869629
	Iteration 21Q: 3 clusters Score -2233172 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -2233211.000000 Penalty: 5127.869629
	Iteration 22Q: 3 clusters Score -2233211 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -2233276.750000 Penalty: 5127.869629
	Iteration 23Q: 3 clusters Score -2233277 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -2233376.250000 Penalty: 5127.869629
	Iteration 24Q: 3 clusters Score -2233376 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -2233560.000000 Penalty: 5127.869629
	Iteration 25Q: 3 clusters Score -2233560 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -2233887.500000 Penalty: 5127.869629
	Iteration 26Q: 3 clusters Score -2233888 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -2234204.500000 Penalty: 5127.869629
	Iteration 27Q: 3 clusters Score -2234204 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -2234333.000000 Penalty: 5127.869629
	Iteration 28Q: 3 clusters Score -2234333 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -2234373.500000 Penalty: 5127.869629
	Iteration 29Q: 3 clusters Score -2234374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -2234372.750000 Penalty: 5127.869629
	Iteration 30Q: 3 clusters Score -2234373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -2234377.250000 Penalty: 5127.869629
	Iteration 31Q: 3 clusters Score -2234377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -2234382.000000 Penalty: 5127.869629
	Iteration 32Q: 3 clusters Score -2234382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -2234383.250000 Penalty: 5127.869629
	Iteration 33Q: 3 clusters Score -2234383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -2234386.000000 Penalty: 5127.869629
	Iteration 34Q: 3 clusters Score -2234386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -2234386.000000 Penalty: 5127.869629
	Iteration 35F: 3 clusters Score -2234386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 528285 members 
Mstep: Class 2 contains 48736 members 
Mstep: Class 3 contains 65529 members 
Mstep: Class 4 contains 2810 members 
Mstep: Class 5 contains 16439 members 
Mstep: Class 6 contains 23500 members 
Mstep: Class 7 contains 22962 members 
Mstep: Class 8 contains 34464 members 
Mstep: Class 9 contains 167780 members 
Mstep: Class 10 contains 98032 members 
Mstep: Class 11 contains 8605 members 
Mstep: Class 12 contains 23847 members 
Mstep: Class 13 contains 179305 members 
Mstep: Class 14 contains 43531 members 
Mstep: Class 15 contains 16654 members 
Mstep: Class 16 contains 45864 members 
Mstep: Class 17 contains 12309 members 
Mstep: Class 18 contains 40630 members 
Mstep: Class 19 contains 8604 members 
Mstep: Class 20 contains 28088 members 
Entering Unmasked Estep 
Score: -102074032.000000 Penalty: 70250.265625
Splitting cluster 4 changes total score from -102060784.000000 to -102074032.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 5 (16439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Entering Unmasked Estep 
Score: -1202735.875000 Penalty: 2407.438232
	Iteration 0F: 2 clusters Score -1202736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1191106.750000 Penalty: 4814.876465
	Iteration 0F: 3 clusters Score -1191107 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1194899.125000 Penalty: 4814.876465
	Iteration 1F: 3 clusters Score -1194899 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1195494.750000 Penalty: 4814.876465
	Iteration 2F: 3 clusters Score -1195495 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1196121.875000 Penalty: 4814.876465
	Iteration 3F: 3 clusters Score -1196122 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1196856.625000 Penalty: 4814.876465
	Iteration 4F: 3 clusters Score -1196857 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1197659.250000 Penalty: 4814.876465
	Iteration 5F: 3 clusters Score -1197659 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1198466.500000 Penalty: 4814.876465
	Iteration 6F: 3 clusters Score -1198466 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1199103.375000 Penalty: 4814.876465
	Iteration 7F: 3 clusters Score -1199103 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1199539.625000 Penalty: 4814.876465
	Iteration 8Q: 3 clusters Score -1199540 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1199816.625000 Penalty: 4814.876465
	Iteration 9Q: 3 clusters Score -1199817 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1200043.125000 Penalty: 4814.876465
	Iteration 10Q: 3 clusters Score -1200043 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1200210.125000 Penalty: 4814.876465
	Iteration 11Q: 3 clusters Score -1200210 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1200336.625000 Penalty: 4814.876465
	Iteration 12Q: 3 clusters Score -1200337 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1200457.000000 Penalty: 4814.876465
	Iteration 13Q: 3 clusters Score -1200457 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1200572.250000 Penalty: 4814.876465
	Iteration 14Q: 3 clusters Score -1200572 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1200662.125000 Penalty: 4814.876465
	Iteration 15Q: 3 clusters Score -1200662 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1200760.000000 Penalty: 4814.876465
	Iteration 16Q: 3 clusters Score -1200760 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1200829.000000 Penalty: 4814.876465
	Iteration 17Q: 3 clusters Score -1200829 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1200885.000000 Penalty: 4814.876465
	Iteration 18Q: 3 clusters Score -1200885 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1200927.000000 Penalty: 4814.876465
	Iteration 19Q: 3 clusters Score -1200927 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1200959.500000 Penalty: 4814.876465
	Iteration 20F: 3 clusters Score -1200960 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1200980.125000 Penalty: 4814.876465
	Iteration 21Q: 3 clusters Score -1200980 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1200996.750000 Penalty: 4814.876465
	Iteration 22Q: 3 clusters Score -1200997 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1201007.625000 Penalty: 4814.876465
	Iteration 23Q: 3 clusters Score -1201008 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1201022.375000 Penalty: 4814.876465
	Iteration 24Q: 3 clusters Score -1201022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1201037.000000 Penalty: 4814.876465
	Iteration 25Q: 3 clusters Score -1201037 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1201043.625000 Penalty: 4814.876465
	Iteration 26Q: 3 clusters Score -1201044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1201052.625000 Penalty: 4814.876465
	Iteration 27Q: 3 clusters Score -1201053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1201056.375000 Penalty: 4814.876465
	Iteration 28Q: 3 clusters Score -1201056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1201061.000000 Penalty: 4814.876465
	Iteration 29Q: 3 clusters Score -1201061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1201065.625000 Penalty: 4814.876465
	Iteration 30Q: 3 clusters Score -1201066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1201067.375000 Penalty: 4814.876465
	Iteration 31Q: 3 clusters Score -1201067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1201077.750000 Penalty: 4814.876465
	Iteration 32Q: 3 clusters Score -1201078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1201081.500000 Penalty: 4814.876465
	Iteration 33Q: 3 clusters Score -1201082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1201090.500000 Penalty: 4814.876465
	Iteration 34Q: 3 clusters Score -1201090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1201100.375000 Penalty: 4814.876465
	Iteration 35Q: 3 clusters Score -1201100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1201102.625000 Penalty: 4814.876465
	Iteration 36Q: 3 clusters Score -1201103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1201107.250000 Penalty: 4814.876465
	Iteration 37Q: 3 clusters Score -1201107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1201105.625000 Penalty: 4814.876465
	Iteration 38Q: 3 clusters Score -1201106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1201107.500000 Penalty: 4814.876465
	Iteration 39Q: 3 clusters Score -1201108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1201110.125000 Penalty: 4814.876465
	Iteration 40F: 3 clusters Score -1201110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1201111.125000 Penalty: 4814.876465
	Iteration 41Q: 3 clusters Score -1201111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1201118.500000 Penalty: 4814.876465
	Iteration 42Q: 3 clusters Score -1201118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1201118.125000 Penalty: 4814.876465
	Iteration 43Q: 3 clusters Score -1201118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1201121.125000 Penalty: 4814.876465
	Iteration 44Q: 3 clusters Score -1201121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1201124.125000 Penalty: 4814.876465
	Iteration 45Q: 3 clusters Score -1201124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1201122.750000 Penalty: 4814.876465
	Iteration 46Q: 3 clusters Score -1201123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1201122.750000 Penalty: 4814.876465
	Iteration 47F: 3 clusters Score -1201123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Entering Unmasked Estep 
Score: -1656716.125000 Penalty: 2496.059326
	Iteration 0F: 2 clusters Score -1656716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1640423.625000 Penalty: 4992.118652
	Iteration 0F: 3 clusters Score -1640424 nChanged 10617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1649142.750000 Penalty: 4992.118652
	Iteration 1F: 3 clusters Score -1649143 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1652176.000000 Penalty: 4992.118652
	Iteration 2F: 3 clusters Score -1652176 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1656162.875000 Penalty: 4992.118652
	Iteration 3F: 3 clusters Score -1656163 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1659833.250000 Penalty: 4992.118652
	Iteration 4F: 3 clusters Score -1659833 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1662174.000000 Penalty: 4992.118652
	Iteration 5F: 3 clusters Score -1662174 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1663779.375000 Penalty: 4992.118652
	Iteration 6Q: 3 clusters Score -1663779 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1664713.125000 Penalty: 4992.118652
	Iteration 7Q: 3 clusters Score -1664713 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1665335.875000 Penalty: 4992.118652
	Iteration 8Q: 3 clusters Score -1665336 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1665934.500000 Penalty: 4992.118652
	Iteration 9Q: 3 clusters Score -1665934 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1666429.625000 Penalty: 4992.118652
	Iteration 10Q: 3 clusters Score -1666430 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1666767.000000 Penalty: 4992.118652
	Iteration 11Q: 3 clusters Score -1666767 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1667037.000000 Penalty: 4992.118652
	Iteration 12Q: 3 clusters Score -1667037 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1667273.500000 Penalty: 4992.118652
	Iteration 13Q: 3 clusters Score -1667274 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1667420.625000 Penalty: 4992.118652
	Iteration 14Q: 3 clusters Score -1667421 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1667491.125000 Penalty: 4992.118652
	Iteration 15Q: 3 clusters Score -1667491 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1667528.875000 Penalty: 4992.118652
	Iteration 16Q: 3 clusters Score -1667529 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1667544.875000 Penalty: 4992.118652
	Iteration 17Q: 3 clusters Score -1667545 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1667554.375000 Penalty: 4992.118652
	Iteration 18Q: 3 clusters Score -1667554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1667557.250000 Penalty: 4992.118652
	Iteration 19Q: 3 clusters Score -1667557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1667556.875000 Penalty: 4992.118652
	Iteration 20F: 3 clusters Score -1667557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1667559.250000 Penalty: 4992.118652
	Iteration 21Q: 3 clusters Score -1667559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1667559.750000 Penalty: 4992.118652
	Iteration 22Q: 3 clusters Score -1667560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1667559.250000 Penalty: 4992.118652
	Iteration 23Q: 3 clusters Score -1667559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1667558.500000 Penalty: 4992.118652
	Iteration 24Q: 3 clusters Score -1667558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1667559.625000 Penalty: 4992.118652
	Iteration 25Q: 3 clusters Score -1667560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1667556.250000 Penalty: 4992.118652
	Iteration 26Q: 3 clusters Score -1667556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1667557.625000 Penalty: 4992.118652
	Iteration 27Q: 3 clusters Score -1667558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1667560.500000 Penalty: 4992.118652
	Iteration 28Q: 3 clusters Score -1667560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1667559.750000 Penalty: 4992.118652
	Iteration 29Q: 3 clusters Score -1667560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1667559.250000 Penalty: 4992.118652
	Iteration 30Q: 3 clusters Score -1667559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1667560.000000 Penalty: 4992.118652
	Iteration 31Q: 3 clusters Score -1667560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1667559.875000 Penalty: 4992.118652
	Iteration 32Q: 3 clusters Score -1667560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1667559.875000 Penalty: 4992.118652
	Iteration 33F: 3 clusters Score -1667560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 528285 members 
Mstep: Class 2 contains 48736 members 
Mstep: Class 3 contains 65529 members 
Mstep: Class 4 contains 2810 members 
Mstep: Class 5 contains 16439 members 
Mstep: Class 6 contains 18913 members 
Mstep: Class 7 contains 22962 members 
Mstep: Class 8 contains 34464 members 
Mstep: Class 9 contains 167780 members 
Mstep: Class 10 contains 98032 members 
Mstep: Class 11 contains 8605 members 
Mstep: Class 12 contains 23847 members 
Mstep: Class 13 contains 179305 members 
Mstep: Class 14 contains 43531 members 
Mstep: Class 15 contains 16654 members 
Mstep: Class 16 contains 45864 members 
Mstep: Class 17 contains 12309 members 
Mstep: Class 18 contains 40630 members 
Mstep: Class 19 contains 8604 members 
Mstep: Class 20 contains 28088 members 
Mstep: Class 21 contains 4587 members 
Entering Unmasked Estep 
Score: -102083904.000000 Penalty: 73762.773438
Splitting cluster 6 changes total score from -102060784.000000 to -102083904.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 7 (22962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Entering Unmasked Estep 
Score: -1519803.500000 Penalty: 2490.315674
	Iteration 0F: 2 clusters Score -1519804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1503763.125000 Penalty: 4980.631348
	Iteration 0F: 3 clusters Score -1503763 nChanged 10202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1509501.625000 Penalty: 4980.631348
	Iteration 1F: 3 clusters Score -1509502 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1510119.375000 Penalty: 4980.631348
	Iteration 2F: 3 clusters Score -1510119 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1510834.000000 Penalty: 4980.631348
	Iteration 3F: 3 clusters Score -1510834 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1511596.250000 Penalty: 4980.631348
	Iteration 4F: 3 clusters Score -1511596 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1512327.375000 Penalty: 4980.631348
	Iteration 5F: 3 clusters Score -1512327 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1512962.250000 Penalty: 4980.631348
	Iteration 6F: 3 clusters Score -1512962 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1513491.125000 Penalty: 4980.631348
	Iteration 7Q: 3 clusters Score -1513491 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1513977.625000 Penalty: 4980.631348
	Iteration 8Q: 3 clusters Score -1513978 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1514418.125000 Penalty: 4980.631348
	Iteration 9Q: 3 clusters Score -1514418 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1514816.000000 Penalty: 4980.631348
	Iteration 10Q: 3 clusters Score -1514816 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1515143.125000 Penalty: 4980.631348
	Iteration 11Q: 3 clusters Score -1515143 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1515434.875000 Penalty: 4980.631348
	Iteration 12Q: 3 clusters Score -1515435 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1515685.125000 Penalty: 4980.631348
	Iteration 13Q: 3 clusters Score -1515685 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1515944.750000 Penalty: 4980.631348
	Iteration 14Q: 3 clusters Score -1515945 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1516190.625000 Penalty: 4980.631348
	Iteration 15Q: 3 clusters Score -1516191 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1516473.500000 Penalty: 4980.631348
	Iteration 16Q: 3 clusters Score -1516474 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1516734.500000 Penalty: 4980.631348
	Iteration 17Q: 3 clusters Score -1516734 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1516969.500000 Penalty: 4980.631348
	Iteration 18Q: 3 clusters Score -1516970 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1517175.875000 Penalty: 4980.631348
	Iteration 19Q: 3 clusters Score -1517176 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1517396.250000 Penalty: 4980.631348
	Iteration 20F: 3 clusters Score -1517396 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1517615.500000 Penalty: 4980.631348
	Iteration 21Q: 3 clusters Score -1517616 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1517828.625000 Penalty: 4980.631348
	Iteration 22Q: 3 clusters Score -1517829 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1518021.000000 Penalty: 4980.631348
	Iteration 23Q: 3 clusters Score -1518021 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1518235.750000 Penalty: 4980.631348
	Iteration 24Q: 3 clusters Score -1518236 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1518454.000000 Penalty: 4980.631348
	Iteration 25Q: 3 clusters Score -1518454 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1518659.000000 Penalty: 4980.631348
	Iteration 26Q: 3 clusters Score -1518659 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1518853.250000 Penalty: 4980.631348
	Iteration 27Q: 3 clusters Score -1518853 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1519031.625000 Penalty: 4980.631348
	Iteration 28Q: 3 clusters Score -1519032 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1519194.375000 Penalty: 4980.631348
	Iteration 29Q: 3 clusters Score -1519194 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1519329.625000 Penalty: 4980.631348
	Iteration 30Q: 3 clusters Score -1519330 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1519474.375000 Penalty: 4980.631348
	Iteration 31Q: 3 clusters Score -1519474 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1519554.750000 Penalty: 4980.631348
	Iteration 32Q: 3 clusters Score -1519555 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1519607.250000 Penalty: 4980.631348
	Iteration 33Q: 3 clusters Score -1519607 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1519643.375000 Penalty: 4980.631348
	Iteration 34Q: 3 clusters Score -1519643 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1519676.000000 Penalty: 4980.631348
	Iteration 35Q: 3 clusters Score -1519676 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1519693.750000 Penalty: 4980.631348
	Iteration 36Q: 3 clusters Score -1519694 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1519718.125000 Penalty: 4980.631348
	Iteration 37Q: 3 clusters Score -1519718 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1519736.625000 Penalty: 4980.631348
	Iteration 38Q: 3 clusters Score -1519737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1519743.125000 Penalty: 4980.631348
	Iteration 39Q: 3 clusters Score -1519743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1519750.125000 Penalty: 4980.631348
	Iteration 40F: 3 clusters Score -1519750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1519759.875000 Penalty: 4980.631348
	Iteration 41Q: 3 clusters Score -1519760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1519765.000000 Penalty: 4980.631348
	Iteration 42Q: 3 clusters Score -1519765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1519762.750000 Penalty: 4980.631348
	Iteration 43Q: 3 clusters Score -1519763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1519761.375000 Penalty: 4980.631348
	Iteration 44Q: 3 clusters Score -1519761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1519760.000000 Penalty: 4980.631348
	Iteration 45Q: 3 clusters Score -1519760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1519762.125000 Penalty: 4980.631348
	Iteration 46Q: 3 clusters Score -1519762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1519763.625000 Penalty: 4980.631348
	Iteration 47Q: 3 clusters Score -1519764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1519762.375000 Penalty: 4980.631348
	Iteration 48Q: 3 clusters Score -1519762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1519762.375000 Penalty: 4980.631348
	Iteration 49F: 3 clusters Score -1519762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Entering Unmasked Estep 
Score: -2155114.000000 Penalty: 2591.022461
	Iteration 0F: 2 clusters Score -2155114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2131892.750000 Penalty: 5182.044922
	Iteration 0F: 3 clusters Score -2131893 nChanged 15841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2142307.250000 Penalty: 5182.044922
	Iteration 1F: 3 clusters Score -2142307 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -2145471.250000 Penalty: 5182.044922
	Iteration 2F: 3 clusters Score -2145471 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2150038.000000 Penalty: 5182.044922
	Iteration 3F: 3 clusters Score -2150038 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2154186.000000 Penalty: 5182.044922
	Iteration 4F: 3 clusters Score -2154186 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2156713.000000 Penalty: 5182.044922
	Iteration 5F: 3 clusters Score -2156713 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2157978.250000 Penalty: 5182.044922
	Iteration 6F: 3 clusters Score -2157978 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2158737.250000 Penalty: 5182.044922
	Iteration 7Q: 3 clusters Score -2158737 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2159410.000000 Penalty: 5182.044922
	Iteration 8Q: 3 clusters Score -2159410 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2160076.000000 Penalty: 5182.044922
	Iteration 9Q: 3 clusters Score -2160076 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2160766.500000 Penalty: 5182.044922
	Iteration 10Q: 3 clusters Score -2160766 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2161542.000000 Penalty: 5182.044922
	Iteration 11Q: 3 clusters Score -2161542 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2162222.000000 Penalty: 5182.044922
	Iteration 12Q: 3 clusters Score -2162222 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2162761.500000 Penalty: 5182.044922
	Iteration 13Q: 3 clusters Score -2162762 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2163141.250000 Penalty: 5182.044922
	Iteration 14Q: 3 clusters Score -2163141 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2163412.250000 Penalty: 5182.044922
	Iteration 15Q: 3 clusters Score -2163412 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2163574.500000 Penalty: 5182.044922
	Iteration 16Q: 3 clusters Score -2163574 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2163667.750000 Penalty: 5182.044922
	Iteration 17Q: 3 clusters Score -2163668 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2163719.000000 Penalty: 5182.044922
	Iteration 18Q: 3 clusters Score -2163719 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2163793.000000 Penalty: 5182.044922
	Iteration 19Q: 3 clusters Score -2163793 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2163871.500000 Penalty: 5182.044922
	Iteration 20F: 3 clusters Score -2163872 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -2163892.750000 Penalty: 5182.044922
	Iteration 21Q: 3 clusters Score -2163893 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2163899.750000 Penalty: 5182.044922
	Iteration 22Q: 3 clusters Score -2163900 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2163904.500000 Penalty: 5182.044922
	Iteration 23Q: 3 clusters Score -2163904 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2163916.000000 Penalty: 5182.044922
	Iteration 24Q: 3 clusters Score -2163916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2163923.250000 Penalty: 5182.044922
	Iteration 25Q: 3 clusters Score -2163923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2163935.250000 Penalty: 5182.044922
	Iteration 26Q: 3 clusters Score -2163935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2163933.000000 Penalty: 5182.044922
	Iteration 27Q: 3 clusters Score -2163933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2163936.000000 Penalty: 5182.044922
	Iteration 28Q: 3 clusters Score -2163936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2163936.750000 Penalty: 5182.044922
	Iteration 29Q: 3 clusters Score -2163937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2163937.750000 Penalty: 5182.044922
	Iteration 30Q: 3 clusters Score -2163938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2163941.000000 Penalty: 5182.044922
	Iteration 31Q: 3 clusters Score -2163941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2163940.000000 Penalty: 5182.044922
	Iteration 32Q: 3 clusters Score -2163940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2163941.500000 Penalty: 5182.044922
	Iteration 33Q: 3 clusters Score -2163942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2163939.500000 Penalty: 5182.044922
	Iteration 34Q: 3 clusters Score -2163940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2163942.000000 Penalty: 5182.044922
	Iteration 35Q: 3 clusters Score -2163942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2163942.250000 Penalty: 5182.044922
	Iteration 36Q: 3 clusters Score -2163942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2163942.250000 Penalty: 5182.044922
	Iteration 37F: 3 clusters Score -2163942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 528285 members 
Mstep: Class 2 contains 48736 members 
Mstep: Class 3 contains 65529 members 
Mstep: Class 4 contains 2810 members 
Mstep: Class 5 contains 16439 members 
Mstep: Class 6 contains 18913 members 
Mstep: Class 7 contains 22962 members 
Mstep: Class 8 contains 30801 members 
Mstep: Class 9 contains 167780 members 
Mstep: Class 10 contains 98032 members 
Mstep: Class 11 contains 8605 members 
Mstep: Class 12 contains 23847 members 
Mstep: Class 13 contains 179305 members 
Mstep: Class 14 contains 43531 members 
Mstep: Class 15 contains 16654 members 
Mstep: Class 16 contains 45864 members 
Mstep: Class 17 contains 12309 members 
Mstep: Class 18 contains 40630 members 
Mstep: Class 19 contains 8604 members 
Mstep: Class 20 contains 28088 members 
Mstep: Class 21 contains 4587 members 
Mstep: Class 22 contains 3663 members 
Entering Unmasked Estep 
Score: -102091760.000000 Penalty: 77275.289062
Splitting cluster 8 changes total score from -102060784.000000 to -102091760.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (167780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167780 members 
Entering Unmasked Estep 
Score: -12782667.000000 Penalty: 2983.541504
	Iteration 0F: 2 clusters Score -1.278267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83898 members 
Mstep: Class 2 contains 83882 members 
Entering Unmasked Estep 
Score: -12670218.000000 Penalty: 5967.083008
	Iteration 0F: 3 clusters Score -1.267022e+07 nChanged 80511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83279 members 
Mstep: Class 2 contains 84501 members 
Entering Unmasked Estep 
Score: -12721218.000000 Penalty: 5967.083008
	Iteration 1F: 3 clusters Score -1.272122e+07 nChanged 10953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79656 members 
Mstep: Class 2 contains 88124 members 
Entering Unmasked Estep 
Score: -12734566.000000 Penalty: 5967.083008
	Iteration 2F: 3 clusters Score -1.273457e+07 nChanged 18820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70138 members 
Mstep: Class 2 contains 97642 members 
Entering Unmasked Estep 
Score: -12759762.000000 Penalty: 5967.083008
	Iteration 3F: 3 clusters Score -1.275976e+07 nChanged 22602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 111170 members 
Entering Unmasked Estep 
Score: -12785842.000000 Penalty: 5967.083008
	Iteration 4F: 3 clusters Score -1.278584e+07 nChanged 16562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 121628 members 
Entering Unmasked Estep 
Score: -12799735.000000 Penalty: 5967.083008
	Iteration 5F: 3 clusters Score -1.279974e+07 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 127940 members 
Entering Unmasked Estep 
Score: -12804981.000000 Penalty: 5967.083008
	Iteration 6F: 3 clusters Score -1.280498e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 132448 members 
Entering Unmasked Estep 
Score: -12807422.000000 Penalty: 5967.083008
	Iteration 7Q: 3 clusters Score -1.280742e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 136068 members 
Entering Unmasked Estep 
Score: -12808807.000000 Penalty: 5967.083008
	Iteration 8Q: 3 clusters Score -1.280881e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 138909 members 
Entering Unmasked Estep 
Score: -12809715.000000 Penalty: 5967.083008
	Iteration 9Q: 3 clusters Score -1.280972e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 141147 members 
Entering Unmasked Estep 
Score: -12810338.000000 Penalty: 5967.083008
	Iteration 10Q: 3 clusters Score -1.281034e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 142904 members 
Entering Unmasked Estep 
Score: -12810721.000000 Penalty: 5967.083008
	Iteration 11Q: 3 clusters Score -1.281072e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 144234 members 
Entering Unmasked Estep 
Score: -12810984.000000 Penalty: 5967.083008
	Iteration 12Q: 3 clusters Score -1.281098e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 145349 members 
Entering Unmasked Estep 
Score: -12811203.000000 Penalty: 5967.083008
	Iteration 13Q: 3 clusters Score -1.28112e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 146277 members 
Entering Unmasked Estep 
Score: -12811251.000000 Penalty: 5967.083008
	Iteration 14Q: 3 clusters Score -1.281125e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 147019 members 
Entering Unmasked Estep 
Score: -12811400.000000 Penalty: 5967.083008
	Iteration 15Q: 3 clusters Score -1.28114e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 147603 members 
Entering Unmasked Estep 
Score: -12811439.000000 Penalty: 5967.083008
	Iteration 16Q: 3 clusters Score -1.281144e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 148079 members 
Entering Unmasked Estep 
Score: -12811462.000000 Penalty: 5967.083008
	Iteration 17Q: 3 clusters Score -1.281146e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 148459 members 
Entering Unmasked Estep 
Score: -12811470.000000 Penalty: 5967.083008
	Iteration 18Q: 3 clusters Score -1.281147e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 148745 members 
Entering Unmasked Estep 
Score: -12811503.000000 Penalty: 5967.083008
	Iteration 19Q: 3 clusters Score -1.28115e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 148955 members 
Entering Unmasked Estep 
Score: -12811543.000000 Penalty: 5967.083008
	Iteration 20F: 3 clusters Score -1.281154e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 149147 members 
Entering Unmasked Estep 
Score: -12811545.000000 Penalty: 5967.083008
	Iteration 21Q: 3 clusters Score -1.281154e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 149312 members 
Entering Unmasked Estep 
Score: -12811555.000000 Penalty: 5967.083008
	Iteration 22Q: 3 clusters Score -1.281156e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 149449 members 
Entering Unmasked Estep 
Score: -12811548.000000 Penalty: 5967.083008
	Iteration 23Q: 3 clusters Score -1.281155e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 149536 members 
Entering Unmasked Estep 
Score: -12811578.000000 Penalty: 5967.083008
	Iteration 24Q: 3 clusters Score -1.281158e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 149593 members 
Entering Unmasked Estep 
Score: -12811560.000000 Penalty: 5967.083008
	Iteration 25Q: 3 clusters Score -1.281156e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 149642 members 
Entering Unmasked Estep 
Score: -12811569.000000 Penalty: 5967.083008
	Iteration 26Q: 3 clusters Score -1.281157e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 149687 members 
Entering Unmasked Estep 
Score: -12811572.000000 Penalty: 5967.083008
	Iteration 27Q: 3 clusters Score -1.281157e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 149728 members 
Entering Unmasked Estep 
Score: -12811587.000000 Penalty: 5967.083008
	Iteration 28Q: 3 clusters Score -1.281159e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 149754 members 
Entering Unmasked Estep 
Score: -12811591.000000 Penalty: 5967.083008
	Iteration 29Q: 3 clusters Score -1.281159e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 149776 members 
Entering Unmasked Estep 
Score: -12811593.000000 Penalty: 5967.083008
	Iteration 30Q: 3 clusters Score -1.281159e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 149796 members 
Entering Unmasked Estep 
Score: -12811576.000000 Penalty: 5967.083008
	Iteration 31Q: 3 clusters Score -1.281158e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 149810 members 
Entering Unmasked Estep 
Score: -12811589.000000 Penalty: 5967.083008
	Iteration 32Q: 3 clusters Score -1.281159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 149818 members 
Entering Unmasked Estep 
Score: -12811594.000000 Penalty: 5967.083008
	Iteration 33Q: 3 clusters Score -1.281159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 149823 members 
Entering Unmasked Estep 
Score: -12811601.000000 Penalty: 5967.083008
	Iteration 34Q: 3 clusters Score -1.28116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 149830 members 
Entering Unmasked Estep 
Score: -12811596.000000 Penalty: 5967.083008
	Iteration 35Q: 3 clusters Score -1.28116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 149837 members 
Entering Unmasked Estep 
Score: -12811608.000000 Penalty: 5967.083008
	Iteration 36Q: 3 clusters Score -1.281161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 149844 members 
Entering Unmasked Estep 
Score: -12811611.000000 Penalty: 5967.083008
	Iteration 37Q: 3 clusters Score -1.281161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 149847 members 
Entering Unmasked Estep 
Score: -12811603.000000 Penalty: 5967.083008
	Iteration 38Q: 3 clusters Score -1.28116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 149848 members 
Entering Unmasked Estep 
Score: -12811604.000000 Penalty: 5967.083008
	Iteration 39Q: 3 clusters Score -1.28116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 149849 members 
Entering Unmasked Estep 
Score: -12811607.000000 Penalty: 5967.083008
	Iteration 40F: 3 clusters Score -1.281161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 149850 members 
Entering Unmasked Estep 
Score: -12811609.000000 Penalty: 5967.083008
	Iteration 41Q: 3 clusters Score -1.281161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 149850 members 
Entering Unmasked Estep 
Score: -12811609.000000 Penalty: 5967.083008
	Iteration 42F: 3 clusters Score -1.281161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 528285 members 
Mstep: Class 2 contains 48736 members 
Mstep: Class 3 contains 65529 members 
Mstep: Class 4 contains 2810 members 
Mstep: Class 5 contains 16439 members 
Mstep: Class 6 contains 18913 members 
Mstep: Class 7 contains 22962 members 
Mstep: Class 8 contains 30801 members 
Mstep: Class 9 contains 17930 members 
Mstep: Class 10 contains 98032 members 
Mstep: Class 11 contains 8605 members 
Mstep: Class 12 contains 23847 members 
Mstep: Class 13 contains 179305 members 
Mstep: Class 14 contains 43531 members 
Mstep: Class 15 contains 16654 members 
Mstep: Class 16 contains 45864 members 
Mstep: Class 17 contains 12309 members 
Mstep: Class 18 contains 40630 members 
Mstep: Class 19 contains 8604 members 
Mstep: Class 20 contains 28088 members 
Mstep: Class 21 contains 4587 members 
Mstep: Class 22 contains 3663 members 
Mstep: Class 23 contains 149850 members 
Entering Unmasked Estep 
Score: -102119864.000000 Penalty: 80787.804688
Splitting cluster 9 changes total score from -102060784.000000 to -102119864.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (98032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98032 members 
Entering Unmasked Estep 
Score: -7533565.500000 Penalty: 2850.276367
	Iteration 0F: 2 clusters Score -7533566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
Score: -7468155.500000 Penalty: 5700.552734
	Iteration 0F: 3 clusters Score -7468156 nChanged 46392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -7495338.000000 Penalty: 5700.552734
	Iteration 1F: 3 clusters Score -7495338 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 48480 members 
Entering Unmasked Estep 
Score: -7497264.000000 Penalty: 5700.552734
	Iteration 2Q: 3 clusters Score -7497264 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50840 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -7500303.000000 Penalty: 5700.552734
	Iteration 3F: 3 clusters Score -7500303 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52532 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -7504170.000000 Penalty: 5700.552734
	Iteration 4F: 3 clusters Score -7504170 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54522 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -7508179.000000 Penalty: 5700.552734
	Iteration 5F: 3 clusters Score -7508179 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56585 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -7511311.000000 Penalty: 5700.552734
	Iteration 6F: 3 clusters Score -7511311 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58552 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -7513472.500000 Penalty: 5700.552734
	Iteration 7F: 3 clusters Score -7513472 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60485 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -7514699.500000 Penalty: 5700.552734
	Iteration 8Q: 3 clusters Score -7514700 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62573 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -7515543.500000 Penalty: 5700.552734
	Iteration 9Q: 3 clusters Score -7515544 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64755 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -7516258.000000 Penalty: 5700.552734
	Iteration 10Q: 3 clusters Score -7516258 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67141 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -7517059.500000 Penalty: 5700.552734
	Iteration 11Q: 3 clusters Score -7517060 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69890 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -7518063.000000 Penalty: 5700.552734
	Iteration 12Q: 3 clusters Score -7518063 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72868 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -7519294.000000 Penalty: 5700.552734
	Iteration 13Q: 3 clusters Score -7519294 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75995 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -7520665.000000 Penalty: 5700.552734
	Iteration 14Q: 3 clusters Score -7520665 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79206 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -7522300.000000 Penalty: 5700.552734
	Iteration 15Q: 3 clusters Score -7522300 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82412 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -7524076.000000 Penalty: 5700.552734
	Iteration 16Q: 3 clusters Score -7524076 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85415 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -7525821.500000 Penalty: 5700.552734
	Iteration 17Q: 3 clusters Score -7525822 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88009 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -7527359.000000 Penalty: 5700.552734
	Iteration 18Q: 3 clusters Score -7527359 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90082 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -7528587.500000 Penalty: 5700.552734
	Iteration 19Q: 3 clusters Score -7528588 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91618 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -7529478.500000 Penalty: 5700.552734
	Iteration 20F: 3 clusters Score -7529478 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92747 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -7530100.000000 Penalty: 5700.552734
	Iteration 21Q: 3 clusters Score -7530100 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93534 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -7530559.500000 Penalty: 5700.552734
	Iteration 22Q: 3 clusters Score -7530560 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94058 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -7530854.000000 Penalty: 5700.552734
	Iteration 23Q: 3 clusters Score -7530854 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94444 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -7531073.000000 Penalty: 5700.552734
	Iteration 24Q: 3 clusters Score -7531073 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94739 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -7531216.000000 Penalty: 5700.552734
	Iteration 25Q: 3 clusters Score -7531216 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94954 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -7531346.500000 Penalty: 5700.552734
	Iteration 26Q: 3 clusters Score -7531346 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95114 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -7531389.000000 Penalty: 5700.552734
	Iteration 27Q: 3 clusters Score -7531389 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95249 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -7531470.500000 Penalty: 5700.552734
	Iteration 28Q: 3 clusters Score -7531470 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95371 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -7531490.500000 Penalty: 5700.552734
	Iteration 29Q: 3 clusters Score -7531490 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95483 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -7531531.000000 Penalty: 5700.552734
	Iteration 30Q: 3 clusters Score -7531531 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95569 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -7531537.500000 Penalty: 5700.552734
	Iteration 31Q: 3 clusters Score -7531538 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95622 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -7531557.000000 Penalty: 5700.552734
	Iteration 32Q: 3 clusters Score -7531557 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95665 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -7531581.000000 Penalty: 5700.552734
	Iteration 33Q: 3 clusters Score -7531581 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95703 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -7531601.000000 Penalty: 5700.552734
	Iteration 34Q: 3 clusters Score -7531601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95735 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -7531621.500000 Penalty: 5700.552734
	Iteration 35Q: 3 clusters Score -7531622 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95764 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -7531630.500000 Penalty: 5700.552734
	Iteration 36Q: 3 clusters Score -7531630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95793 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -7531640.000000 Penalty: 5700.552734
	Iteration 37Q: 3 clusters Score -7531640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95813 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -7531640.000000 Penalty: 5700.552734
	Iteration 38Q: 3 clusters Score -7531640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95832 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -7531632.000000 Penalty: 5700.552734
	Iteration 39Q: 3 clusters Score -7531632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95852 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -7531633.500000 Penalty: 5700.552734
	Iteration 40F: 3 clusters Score -7531634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95866 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -7531645.000000 Penalty: 5700.552734
	Iteration 41Q: 3 clusters Score -7531645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95880 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -7531645.500000 Penalty: 5700.552734
	Iteration 42Q: 3 clusters Score -7531646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95887 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -7531651.000000 Penalty: 5700.552734
	Iteration 43Q: 3 clusters Score -7531651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95896 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -7531651.500000 Penalty: 5700.552734
	Iteration 44Q: 3 clusters Score -7531652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95906 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -7531666.500000 Penalty: 5700.552734
	Iteration 45Q: 3 clusters Score -7531666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95918 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -7531651.000000 Penalty: 5700.552734
	Iteration 46Q: 3 clusters Score -7531651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95933 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -7531643.500000 Penalty: 5700.552734
	Iteration 47Q: 3 clusters Score -7531644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95944 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -7531655.500000 Penalty: 5700.552734
	Iteration 48Q: 3 clusters Score -7531656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95961 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -7531664.000000 Penalty: 5700.552734
	Iteration 49Q: 3 clusters Score -7531664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95972 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -7531675.500000 Penalty: 5700.552734
	Iteration 50Q: 3 clusters Score -7531676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95980 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -7531676.000000 Penalty: 5700.552734
	Iteration 51Q: 3 clusters Score -7531676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95990 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -7531683.000000 Penalty: 5700.552734
	Iteration 52Q: 3 clusters Score -7531683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95999 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -7531687.000000 Penalty: 5700.552734
	Iteration 53Q: 3 clusters Score -7531687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96004 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -7531692.000000 Penalty: 5700.552734
	Iteration 54Q: 3 clusters Score -7531692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96010 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -7531689.500000 Penalty: 5700.552734
	Iteration 55Q: 3 clusters Score -7531690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96013 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -7531693.000000 Penalty: 5700.552734
	Iteration 56Q: 3 clusters Score -7531693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96014 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -7531693.500000 Penalty: 5700.552734
	Iteration 57Q: 3 clusters Score -7531694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96015 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -7531695.000000 Penalty: 5700.552734
	Iteration 58Q: 3 clusters Score -7531695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96015 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -7531695.000000 Penalty: 5700.552734
	Iteration 59F: 3 clusters Score -7531695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Entering Unmasked Estep 
Score: -557313.437500 Penalty: 2246.904541
	Iteration 0F: 2 clusters Score -557313.4 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 4315 members 
Entering Unmasked Estep 
Score: -550926.562500 Penalty: 4493.809082
	Iteration 0F: 3 clusters Score -550926.6 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -555384.187500 Penalty: 4493.809082
	Iteration 1F: 3 clusters Score -555384.2 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -560110.187500 Penalty: 4493.809082
	Iteration 2F: 3 clusters Score -560110.2 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -563892.312500 Penalty: 4493.809082
	Iteration 3F: 3 clusters Score -563892.3 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -565955.625000 Penalty: 4493.809082
	Iteration 4F: 3 clusters Score -565955.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -568856.562500 Penalty: 4493.809082
	Iteration 5F: 3 clusters Score -568856.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -570521.687500 Penalty: 4493.809082
	Iteration 6Q: 3 clusters Score -570521.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -572570.187500 Penalty: 4493.809082
	Iteration 7Q: 3 clusters Score -572570.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -573814.125000 Penalty: 4493.809082
	Iteration 8Q: 3 clusters Score -573814.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -574283.125000 Penalty: 4493.809082
	Iteration 9Q: 3 clusters Score -574283.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -574546.875000 Penalty: 4493.809082
	Iteration 10Q: 3 clusters Score -574546.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -574635.437500 Penalty: 4493.809082
	Iteration 11Q: 3 clusters Score -574635.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -574657.625000 Penalty: 4493.809082
	Iteration 12Q: 3 clusters Score -574657.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -574667.375000 Penalty: 4493.809082
	Iteration 13Q: 3 clusters Score -574667.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -574667.562500 Penalty: 4493.809082
	Iteration 14Q: 3 clusters Score -574667.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -574667.562500 Penalty: 4493.809082
	Iteration 15F: 3 clusters Score -574667.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 528285 members 
Mstep: Class 2 contains 48736 members 
Mstep: Class 3 contains 65529 members 
Mstep: Class 4 contains 2810 members 
Mstep: Class 5 contains 16439 members 
Mstep: Class 6 contains 18913 members 
Mstep: Class 7 contains 22962 members 
Mstep: Class 8 contains 30801 members 
Mstep: Class 9 contains 17930 members 
Mstep: Class 10 contains 98032 members 
Mstep: Class 11 contains 3523 members 
Mstep: Class 12 contains 23847 members 
Mstep: Class 13 contains 179305 members 
Mstep: Class 14 contains 43531 members 
Mstep: Class 15 contains 16654 members 
Mstep: Class 16 contains 45864 members 
Mstep: Class 17 contains 12309 members 
Mstep: Class 18 contains 40630 members 
Mstep: Class 19 contains 8604 members 
Mstep: Class 20 contains 28088 members 
Mstep: Class 21 contains 4587 members 
Mstep: Class 22 contains 3663 members 
Mstep: Class 23 contains 149850 members 
Mstep: Class 24 contains 5082 members 
Entering Unmasked Estep 
Score: -102135960.000000 Penalty: 84300.320312
Splitting cluster 11 changes total score from -102060784.000000 to -102135960.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (23847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Entering Unmasked Estep 
Score: -1792762.500000 Penalty: 2499.694580
	Iteration 0F: 2 clusters Score -1792762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1776152.125000 Penalty: 4999.389160
	Iteration 0F: 3 clusters Score -1776152 nChanged 10651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1781869.125000 Penalty: 4999.389160
	Iteration 1F: 3 clusters Score -1781869 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1782396.875000 Penalty: 4999.389160
	Iteration 2F: 3 clusters Score -1782397 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1782978.000000 Penalty: 4999.389160
	Iteration 3F: 3 clusters Score -1782978 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1783659.875000 Penalty: 4999.389160
	Iteration 4F: 3 clusters Score -1783660 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -1784431.750000 Penalty: 4999.389160
	Iteration 5F: 3 clusters Score -1784432 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -1785332.000000 Penalty: 4999.389160
	Iteration 6F: 3 clusters Score -1785332 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -1786365.625000 Penalty: 4999.389160
	Iteration 7F: 3 clusters Score -1786366 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -1787482.250000 Penalty: 4999.389160
	Iteration 8F: 3 clusters Score -1787482 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -1788493.000000 Penalty: 4999.389160
	Iteration 9Q: 3 clusters Score -1788493 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -1789271.625000 Penalty: 4999.389160
	Iteration 10Q: 3 clusters Score -1789272 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -1789808.250000 Penalty: 4999.389160
	Iteration 11Q: 3 clusters Score -1789808 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -1790148.750000 Penalty: 4999.389160
	Iteration 12Q: 3 clusters Score -1790149 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -1790367.000000 Penalty: 4999.389160
	Iteration 13Q: 3 clusters Score -1790367 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -1790508.625000 Penalty: 4999.389160
	Iteration 14Q: 3 clusters Score -1790509 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -1790623.250000 Penalty: 4999.389160
	Iteration 15Q: 3 clusters Score -1790623 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -1790690.500000 Penalty: 4999.389160
	Iteration 16Q: 3 clusters Score -1790690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -1790735.000000 Penalty: 4999.389160
	Iteration 17Q: 3 clusters Score -1790735 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -1790774.500000 Penalty: 4999.389160
	Iteration 18Q: 3 clusters Score -1790774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -1790797.750000 Penalty: 4999.389160
	Iteration 19Q: 3 clusters Score -1790798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -1790816.250000 Penalty: 4999.389160
	Iteration 20F: 3 clusters Score -1790816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -1790828.875000 Penalty: 4999.389160
	Iteration 21Q: 3 clusters Score -1790829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -1790836.875000 Penalty: 4999.389160
	Iteration 22Q: 3 clusters Score -1790837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -1790839.250000 Penalty: 4999.389160
	Iteration 23Q: 3 clusters Score -1790839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -1790843.000000 Penalty: 4999.389160
	Iteration 24Q: 3 clusters Score -1790843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -1790846.000000 Penalty: 4999.389160
	Iteration 25Q: 3 clusters Score -1790846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -1790851.250000 Penalty: 4999.389160
	Iteration 26Q: 3 clusters Score -1790851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -1790852.625000 Penalty: 4999.389160
	Iteration 27Q: 3 clusters Score -1790853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -1790852.625000 Penalty: 4999.389160
	Iteration 28F: 3 clusters Score -1790853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (179305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179305 members 
Entering Unmasked Estep 
Score: -13497783.000000 Penalty: 3000.017334
	Iteration 0F: 2 clusters Score -1.349778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89862 members 
Mstep: Class 2 contains 89443 members 
Entering Unmasked Estep 
Score: -13377294.000000 Penalty: 6000.034668
	Iteration 0F: 3 clusters Score -1.337729e+07 nChanged 86316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93202 members 
Mstep: Class 2 contains 86103 members 
Entering Unmasked Estep 
Score: -13427990.000000 Penalty: 6000.034668
	Iteration 1F: 3 clusters Score -1.342799e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95696 members 
Mstep: Class 2 contains 83609 members 
Entering Unmasked Estep 
Score: -13428964.000000 Penalty: 6000.034668
	Iteration 2Q: 3 clusters Score -1.342896e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99593 members 
Mstep: Class 2 contains 79712 members 
Entering Unmasked Estep 
Score: -13430509.000000 Penalty: 6000.034668
	Iteration 3Q: 3 clusters Score -1.343051e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105437 members 
Mstep: Class 2 contains 73868 members 
Entering Unmasked Estep 
Score: -13433094.000000 Penalty: 6000.034668
	Iteration 4Q: 3 clusters Score -1.343309e+07 nChanged 9577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114158 members 
Mstep: Class 2 contains 65147 members 
Entering Unmasked Estep 
Score: -13437679.000000 Penalty: 6000.034668
	Iteration 5F: 3 clusters Score -1.343768e+07 nChanged 12535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126235 members 
Mstep: Class 2 contains 53070 members 
Entering Unmasked Estep 
Score: -13445973.000000 Penalty: 6000.034668
	Iteration 6F: 3 clusters Score -1.344597e+07 nChanged 15271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141242 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -13458581.000000 Penalty: 6000.034668
	Iteration 7F: 3 clusters Score -1.345858e+07 nChanged 15336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156478 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -13472911.000000 Penalty: 6000.034668
	Iteration 8F: 3 clusters Score -1.347291e+07 nChanged 11698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168154 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -13484452.000000 Penalty: 6000.034668
	Iteration 9F: 3 clusters Score -1.348445e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174966 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -13491234.000000 Penalty: 6000.034668
	Iteration 10Q: 3 clusters Score -1.349123e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177729 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -13493923.000000 Penalty: 6000.034668
	Iteration 11Q: 3 clusters Score -1.349392e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178485 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -13494670.000000 Penalty: 6000.034668
	Iteration 12Q: 3 clusters Score -1.349467e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178693 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -13494976.000000 Penalty: 6000.034668
	Iteration 13Q: 3 clusters Score -1.349498e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178772 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -13495129.000000 Penalty: 6000.034668
	Iteration 14Q: 3 clusters Score -1.349513e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178808 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -13495191.000000 Penalty: 6000.034668
	Iteration 15Q: 3 clusters Score -1.349519e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178839 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -13495251.000000 Penalty: 6000.034668
	Iteration 16Q: 3 clusters Score -1.349525e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178852 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -13495273.000000 Penalty: 6000.034668
	Iteration 17Q: 3 clusters Score -1.349527e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178863 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -13495322.000000 Penalty: 6000.034668
	Iteration 18Q: 3 clusters Score -1.349532e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178868 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -13495336.000000 Penalty: 6000.034668
	Iteration 19Q: 3 clusters Score -1.349534e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178871 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -13495359.000000 Penalty: 6000.034668
	Iteration 20F: 3 clusters Score -1.349536e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178872 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -13495359.000000 Penalty: 6000.034668
	Iteration 21Q: 3 clusters Score -1.349536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178872 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -13495361.000000 Penalty: 6000.034668
	Iteration 22Q: 3 clusters Score -1.349536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178870 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -13495371.000000 Penalty: 6000.034668
	Iteration 23Q: 3 clusters Score -1.349537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178872 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -13495381.000000 Penalty: 6000.034668
	Iteration 24Q: 3 clusters Score -1.349538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178871 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -13495384.000000 Penalty: 6000.034668
	Iteration 25Q: 3 clusters Score -1.349538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178875 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -13495395.000000 Penalty: 6000.034668
	Iteration 26Q: 3 clusters Score -1.34954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178875 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -13495394.000000 Penalty: 6000.034668
	Iteration 27Q: 3 clusters Score -1.349539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178875 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -13495394.000000 Penalty: 6000.034668
	Iteration 28F: 3 clusters Score -1.349539e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Entering Unmasked Estep 
Score: -3219103.000000 Penalty: 2648.944824
	Iteration 0F: 2 clusters Score -3219103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -3189698.750000 Penalty: 5297.889648
	Iteration 0F: 3 clusters Score -3189699 nChanged 20015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -3201005.000000 Penalty: 5297.889648
	Iteration 1F: 3 clusters Score -3201005 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -3202063.000000 Penalty: 5297.889648
	Iteration 2F: 3 clusters Score -3202063 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -3203732.250000 Penalty: 5297.889648
	Iteration 3F: 3 clusters Score -3203732 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -3206295.500000 Penalty: 5297.889648
	Iteration 4F: 3 clusters Score -3206296 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -3209941.250000 Penalty: 5297.889648
	Iteration 5F: 3 clusters Score -3209941 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -3214038.500000 Penalty: 5297.889648
	Iteration 6F: 3 clusters Score -3214038 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -3216874.500000 Penalty: 5297.889648
	Iteration 7F: 3 clusters Score -3216874 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -3218184.750000 Penalty: 5297.889648
	Iteration 8F: 3 clusters Score -3218185 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -3218751.250000 Penalty: 5297.889648
	Iteration 9Q: 3 clusters Score -3218751 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -3219093.750000 Penalty: 5297.889648
	Iteration 10Q: 3 clusters Score -3219094 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -3219427.750000 Penalty: 5297.889648
	Iteration 11Q: 3 clusters Score -3219428 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -3219790.750000 Penalty: 5297.889648
	Iteration 12Q: 3 clusters Score -3219791 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -3220137.500000 Penalty: 5297.889648
	Iteration 13Q: 3 clusters Score -3220138 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -3220452.000000 Penalty: 5297.889648
	Iteration 14Q: 3 clusters Score -3220452 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -3220659.750000 Penalty: 5297.889648
	Iteration 15Q: 3 clusters Score -3220660 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -3220823.000000 Penalty: 5297.889648
	Iteration 16Q: 3 clusters Score -3220823 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -3220945.250000 Penalty: 5297.889648
	Iteration 17Q: 3 clusters Score -3220945 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -3221041.250000 Penalty: 5297.889648
	Iteration 18Q: 3 clusters Score -3221041 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -3221109.000000 Penalty: 5297.889648
	Iteration 19Q: 3 clusters Score -3221109 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -3221142.500000 Penalty: 5297.889648
	Iteration 20F: 3 clusters Score -3221142 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -3221173.500000 Penalty: 5297.889648
	Iteration 21Q: 3 clusters Score -3221174 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -3221202.500000 Penalty: 5297.889648
	Iteration 22Q: 3 clusters Score -3221202 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -3221208.500000 Penalty: 5297.889648
	Iteration 23Q: 3 clusters Score -3221208 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -3221238.250000 Penalty: 5297.889648
	Iteration 24Q: 3 clusters Score -3221238 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -3221248.500000 Penalty: 5297.889648
	Iteration 25Q: 3 clusters Score -3221248 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -3221260.000000 Penalty: 5297.889648
	Iteration 26Q: 3 clusters Score -3221260 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -3221279.000000 Penalty: 5297.889648
	Iteration 27Q: 3 clusters Score -3221279 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -3221301.000000 Penalty: 5297.889648
	Iteration 28Q: 3 clusters Score -3221301 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -3221310.750000 Penalty: 5297.889648
	Iteration 29Q: 3 clusters Score -3221311 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -3221339.000000 Penalty: 5297.889648
	Iteration 30Q: 3 clusters Score -3221339 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -3221337.500000 Penalty: 5297.889648
	Iteration 31Q: 3 clusters Score -3221338 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -3221327.750000 Penalty: 5297.889648
	Iteration 32Q: 3 clusters Score -3221328 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -3221336.250000 Penalty: 5297.889648
	Iteration 33Q: 3 clusters Score -3221336 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -3221359.750000 Penalty: 5297.889648
	Iteration 34Q: 3 clusters Score -3221360 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -3221367.000000 Penalty: 5297.889648
	Iteration 35Q: 3 clusters Score -3221367 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -3221368.250000 Penalty: 5297.889648
	Iteration 36Q: 3 clusters Score -3221368 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -3221370.750000 Penalty: 5297.889648
	Iteration 37Q: 3 clusters Score -3221371 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -3221386.500000 Penalty: 5297.889648
	Iteration 38Q: 3 clusters Score -3221386 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -3221380.500000 Penalty: 5297.889648
	Iteration 39Q: 3 clusters Score -3221380 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -3221389.250000 Penalty: 5297.889648
	Iteration 40F: 3 clusters Score -3221389 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -3221414.250000 Penalty: 5297.889648
	Iteration 41Q: 3 clusters Score -3221414 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -3221426.750000 Penalty: 5297.889648
	Iteration 42Q: 3 clusters Score -3221427 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -3221449.500000 Penalty: 5297.889648
	Iteration 43Q: 3 clusters Score -3221450 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -3221452.500000 Penalty: 5297.889648
	Iteration 44Q: 3 clusters Score -3221452 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -3221464.500000 Penalty: 5297.889648
	Iteration 45Q: 3 clusters Score -3221464 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -3221463.000000 Penalty: 5297.889648
	Iteration 46Q: 3 clusters Score -3221463 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -3221475.750000 Penalty: 5297.889648
	Iteration 47Q: 3 clusters Score -3221476 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -3221486.750000 Penalty: 5297.889648
	Iteration 48Q: 3 clusters Score -3221487 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -3221500.750000 Penalty: 5297.889648
	Iteration 49Q: 3 clusters Score -3221501 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -3221501.000000 Penalty: 5297.889648
	Iteration 50Q: 3 clusters Score -3221501 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -3221508.500000 Penalty: 5297.889648
	Iteration 51Q: 3 clusters Score -3221508 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -3221508.500000 Penalty: 5297.889648
	Iteration 52Q: 3 clusters Score -3221508 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -3221510.000000 Penalty: 5297.889648
	Iteration 53Q: 3 clusters Score -3221510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -3221507.500000 Penalty: 5297.889648
	Iteration 54Q: 3 clusters Score -3221508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -3221506.250000 Penalty: 5297.889648
	Iteration 55Q: 3 clusters Score -3221506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -3221508.500000 Penalty: 5297.889648
	Iteration 56Q: 3 clusters Score -3221508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -3221517.250000 Penalty: 5297.889648
	Iteration 57Q: 3 clusters Score -3221517 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -3221520.250000 Penalty: 5297.889648
	Iteration 58Q: 3 clusters Score -3221520 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -3221538.500000 Penalty: 5297.889648
	Iteration 59Q: 3 clusters Score -3221538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -3221527.500000 Penalty: 5297.889648
	Iteration 60F: 3 clusters Score -3221528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -3221527.000000 Penalty: 5297.889648
	Iteration 61Q: 3 clusters Score -3221527 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -3221530.750000 Penalty: 5297.889648
	Iteration 62Q: 3 clusters Score -3221531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -3221522.750000 Penalty: 5297.889648
	Iteration 63Q: 3 clusters Score -3221523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -3221526.500000 Penalty: 5297.889648
	Iteration 64Q: 3 clusters Score -3221526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -3221531.000000 Penalty: 5297.889648
	Iteration 65Q: 3 clusters Score -3221531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -3221534.500000 Penalty: 5297.889648
	Iteration 66Q: 3 clusters Score -3221534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -3221532.000000 Penalty: 5297.889648
	Iteration 67Q: 3 clusters Score -3221532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -3221537.250000 Penalty: 5297.889648
	Iteration 68Q: 3 clusters Score -3221537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -3221537.750000 Penalty: 5297.889648
	Iteration 69Q: 3 clusters Score -3221538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -3221533.500000 Penalty: 5297.889648
	Iteration 70Q: 3 clusters Score -3221534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -3221538.250000 Penalty: 5297.889648
	Iteration 71Q: 3 clusters Score -3221538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -3221529.250000 Penalty: 5297.889648
	Iteration 72Q: 3 clusters Score -3221529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -3221539.500000 Penalty: 5297.889648
	Iteration 73Q: 3 clusters Score -3221540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -3221546.000000 Penalty: 5297.889648
	Iteration 74Q: 3 clusters Score -3221546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -3221552.500000 Penalty: 5297.889648
	Iteration 75Q: 3 clusters Score -3221552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -3221552.500000 Penalty: 5297.889648
	Iteration 76Q: 3 clusters Score -3221552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -3221545.500000 Penalty: 5297.889648
	Iteration 77Q: 3 clusters Score -3221546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -3221544.250000 Penalty: 5297.889648
	Iteration 78Q: 3 clusters Score -3221544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -3221546.250000 Penalty: 5297.889648
	Iteration 79Q: 3 clusters Score -3221546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -3221542.500000 Penalty: 5297.889648
	Iteration 80F: 3 clusters Score -3221542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -3221546.500000 Penalty: 5297.889648
	Iteration 81Q: 3 clusters Score -3221546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -3221547.500000 Penalty: 5297.889648
	Iteration 82Q: 3 clusters Score -3221548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -3221546.250000 Penalty: 5297.889648
	Iteration 83Q: 3 clusters Score -3221546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -3221546.750000 Penalty: 5297.889648
	Iteration 84Q: 3 clusters Score -3221547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -3221546.750000 Penalty: 5297.889648
	Iteration 85F: 3 clusters Score -3221547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 528285 members 
Mstep: Class 2 contains 48736 members 
Mstep: Class 3 contains 65529 members 
Mstep: Class 4 contains 2810 members 
Mstep: Class 5 contains 16439 members 
Mstep: Class 6 contains 18913 members 
Mstep: Class 7 contains 22962 members 
Mstep: Class 8 contains 30801 members 
Mstep: Class 9 contains 17930 members 
Mstep: Class 10 contains 98032 members 
Mstep: Class 11 contains 3523 members 
Mstep: Class 12 contains 23847 members 
Mstep: Class 13 contains 179305 members 
Mstep: Class 14 contains 9180 members 
Mstep: Class 15 contains 16654 members 
Mstep: Class 16 contains 45864 members 
Mstep: Class 17 contains 12309 members 
Mstep: Class 18 contains 40630 members 
Mstep: Class 19 contains 8604 members 
Mstep: Class 20 contains 28088 members 
Mstep: Class 21 contains 4587 members 
Mstep: Class 22 contains 3663 members 
Mstep: Class 23 contains 149850 members 
Mstep: Class 24 contains 5082 members 
Mstep: Class 25 contains 34351 members 
Entering Unmasked Estep 
Score: -102138008.000000 Penalty: 87812.828125
Splitting cluster 14 changes total score from -102060784.000000 to -102138008.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (16654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Entering Unmasked Estep 
Score: -1235928.125000 Penalty: 2410.660645
	Iteration 0F: 2 clusters Score -1235928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1224103.500000 Penalty: 4821.321289
	Iteration 0F: 3 clusters Score -1224104 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1228334.000000 Penalty: 4821.321289
	Iteration 1F: 3 clusters Score -1228334 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1229631.000000 Penalty: 4821.321289
	Iteration 2F: 3 clusters Score -1229631 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1231505.500000 Penalty: 4821.321289
	Iteration 3F: 3 clusters Score -1231506 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1233419.625000 Penalty: 4821.321289
	Iteration 4F: 3 clusters Score -1233420 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1234851.750000 Penalty: 4821.321289
	Iteration 5F: 3 clusters Score -1234852 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1235742.625000 Penalty: 4821.321289
	Iteration 6F: 3 clusters Score -1235743 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1236290.375000 Penalty: 4821.321289
	Iteration 7Q: 3 clusters Score -1236290 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1236598.375000 Penalty: 4821.321289
	Iteration 8Q: 3 clusters Score -1236598 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1236783.250000 Penalty: 4821.321289
	Iteration 9Q: 3 clusters Score -1236783 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1236868.125000 Penalty: 4821.321289
	Iteration 10Q: 3 clusters Score -1236868 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1236903.000000 Penalty: 4821.321289
	Iteration 11Q: 3 clusters Score -1236903 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1236917.625000 Penalty: 4821.321289
	Iteration 12Q: 3 clusters Score -1236918 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1236920.750000 Penalty: 4821.321289
	Iteration 13Q: 3 clusters Score -1236921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1236925.750000 Penalty: 4821.321289
	Iteration 14Q: 3 clusters Score -1236926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1236926.500000 Penalty: 4821.321289
	Iteration 15Q: 3 clusters Score -1236926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1236925.875000 Penalty: 4821.321289
	Iteration 16Q: 3 clusters Score -1236926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1236928.625000 Penalty: 4821.321289
	Iteration 17Q: 3 clusters Score -1236929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1236926.500000 Penalty: 4821.321289
	Iteration 18Q: 3 clusters Score -1236926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1236926.000000 Penalty: 4821.321289
	Iteration 19Q: 3 clusters Score -1236926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1236930.625000 Penalty: 4821.321289
	Iteration 20F: 3 clusters Score -1236931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1236927.000000 Penalty: 4821.321289
	Iteration 21Q: 3 clusters Score -1236927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1236930.875000 Penalty: 4821.321289
	Iteration 22Q: 3 clusters Score -1236931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1236930.250000 Penalty: 4821.321289
	Iteration 23Q: 3 clusters Score -1236930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1236930.250000 Penalty: 4821.321289
	Iteration 24F: 3 clusters Score -1236930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 528285 members 
Mstep: Class 2 contains 48736 members 
Mstep: Class 3 contains 65529 members 
Mstep: Class 4 contains 2810 members 
Mstep: Class 5 contains 16439 members 
Mstep: Class 6 contains 18913 members 
Mstep: Class 7 contains 22962 members 
Mstep: Class 8 contains 30801 members 
Mstep: Class 9 contains 17930 members 
Mstep: Class 10 contains 98032 members 
Mstep: Class 11 contains 3523 members 
Mstep: Class 12 contains 23847 members 
Mstep: Class 13 contains 179305 members 
Mstep: Class 14 contains 9180 members 
Mstep: Class 15 contains 12192 members 
Mstep: Class 16 contains 45864 members 
Mstep: Class 17 contains 12309 members 
Mstep: Class 18 contains 40630 members 
Mstep: Class 19 contains 8604 members 
Mstep: Class 20 contains 28088 members 
Mstep: Class 21 contains 4587 members 
Mstep: Class 22 contains 3663 members 
Mstep: Class 23 contains 149850 members 
Mstep: Class 24 contains 5082 members 
Mstep: Class 25 contains 34351 members 
Mstep: Class 26 contains 4462 members 
Entering Unmasked Estep 
Score: -102137840.000000 Penalty: 91325.343750
Splitting cluster 15 changes total score from -102060784.000000 to -102137840.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (12309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Entering Unmasked Estep 
Score: -731319.312500 Penalty: 2335.685303
	Iteration 0F: 2 clusters Score -731319.3 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 6085 members 
Entering Unmasked Estep 
Score: -722497.250000 Penalty: 4671.370605
	Iteration 0F: 3 clusters Score -722497.2 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -730011.187500 Penalty: 4671.370605
	Iteration 1F: 3 clusters Score -730011.2 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -737424.812500 Penalty: 4671.370605
	Iteration 2F: 3 clusters Score -737424.8 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -741124.500000 Penalty: 4671.370605
	Iteration 3F: 3 clusters Score -741124.5 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -742008.812500 Penalty: 4671.370605
	Iteration 4F: 3 clusters Score -742008.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -742286.312500 Penalty: 4671.370605
	Iteration 5Q: 3 clusters Score -742286.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -742446.187500 Penalty: 4671.370605
	Iteration 6Q: 3 clusters Score -742446.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -742544.500000 Penalty: 4671.370605
	Iteration 7Q: 3 clusters Score -742544.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -742621.500000 Penalty: 4671.370605
	Iteration 8Q: 3 clusters Score -742621.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -742698.062500 Penalty: 4671.370605
	Iteration 9Q: 3 clusters Score -742698.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -742766.875000 Penalty: 4671.370605
	Iteration 10Q: 3 clusters Score -742766.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -742807.250000 Penalty: 4671.370605
	Iteration 11Q: 3 clusters Score -742807.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -742843.000000 Penalty: 4671.370605
	Iteration 12Q: 3 clusters Score -742843 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -742885.375000 Penalty: 4671.370605
	Iteration 13Q: 3 clusters Score -742885.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -742915.687500 Penalty: 4671.370605
	Iteration 14Q: 3 clusters Score -742915.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -742929.250000 Penalty: 4671.370605
	Iteration 15Q: 3 clusters Score -742929.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -742933.562500 Penalty: 4671.370605
	Iteration 16Q: 3 clusters Score -742933.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -742937.812500 Penalty: 4671.370605
	Iteration 17Q: 3 clusters Score -742937.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -742938.750000 Penalty: 4671.370605
	Iteration 18Q: 3 clusters Score -742938.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -742939.187500 Penalty: 4671.370605
	Iteration 19Q: 3 clusters Score -742939.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -742941.562500 Penalty: 4671.370605
	Iteration 20F: 3 clusters Score -742941.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -742941.875000 Penalty: 4671.370605
	Iteration 21Q: 3 clusters Score -742941.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -742941.500000 Penalty: 4671.370605
	Iteration 22Q: 3 clusters Score -742941.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -742942.312500 Penalty: 4671.370605
	Iteration 23Q: 3 clusters Score -742942.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -742943.437500 Penalty: 4671.370605
	Iteration 24Q: 3 clusters Score -742943.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -742943.437500 Penalty: 4671.370605
	Iteration 25F: 3 clusters Score -742943.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 528285 members 
Mstep: Class 2 contains 48736 members 
Mstep: Class 3 contains 65529 members 
Mstep: Class 4 contains 2810 members 
Mstep: Class 5 contains 16439 members 
Mstep: Class 6 contains 18913 members 
Mstep: Class 7 contains 22962 members 
Mstep: Class 8 contains 30801 members 
Mstep: Class 9 contains 17930 members 
Mstep: Class 10 contains 98032 members 
Mstep: Class 11 contains 3523 members 
Mstep: Class 12 contains 23847 members 
Mstep: Class 13 contains 179305 members 
Mstep: Class 14 contains 9180 members 
Mstep: Class 15 contains 12192 members 
Mstep: Class 16 contains 45864 members 
Mstep: Class 17 contains 6952 members 
Mstep: Class 18 contains 40630 members 
Mstep: Class 19 contains 8604 members 
Mstep: Class 20 contains 28088 members 
Mstep: Class 21 contains 4587 members 
Mstep: Class 22 contains 3663 members 
Mstep: Class 23 contains 149850 members 
Mstep: Class 24 contains 5082 members 
Mstep: Class 25 contains 34351 members 
Mstep: Class 26 contains 4462 members 
Mstep: Class 27 contains 5357 members 
Entering Unmasked Estep 
Score: -102147336.000000 Penalty: 94837.859375
Splitting cluster 17 changes total score from -102060784.000000 to -102147336.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (40630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Entering Unmasked Estep 
Score: -2930255.500000 Penalty: 2631.840820
	Iteration 0F: 2 clusters Score -2930256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -2902741.750000 Penalty: 5263.681641
	Iteration 0F: 3 clusters Score -2902742 nChanged 18634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2913707.000000 Penalty: 5263.681641
	Iteration 1F: 3 clusters Score -2913707 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2916155.500000 Penalty: 5263.681641
	Iteration 2F: 3 clusters Score -2916156 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2920915.000000 Penalty: 5263.681641
	Iteration 3F: 3 clusters Score -2920915 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -2926364.000000 Penalty: 5263.681641
	Iteration 4F: 3 clusters Score -2926364 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -2930280.000000 Penalty: 5263.681641
	Iteration 5F: 3 clusters Score -2930280 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -2932685.250000 Penalty: 5263.681641
	Iteration 6F: 3 clusters Score -2932685 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -2934056.750000 Penalty: 5263.681641
	Iteration 7Q: 3 clusters Score -2934057 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -2934726.750000 Penalty: 5263.681641
	Iteration 8Q: 3 clusters Score -2934727 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -2935025.250000 Penalty: 5263.681641
	Iteration 9Q: 3 clusters Score -2935025 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -2935167.500000 Penalty: 5263.681641
	Iteration 10Q: 3 clusters Score -2935168 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -2935247.250000 Penalty: 5263.681641
	Iteration 11Q: 3 clusters Score -2935247 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -2935304.000000 Penalty: 5263.681641
	Iteration 12Q: 3 clusters Score -2935304 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -2935354.000000 Penalty: 5263.681641
	Iteration 13Q: 3 clusters Score -2935354 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -2935380.750000 Penalty: 5263.681641
	Iteration 14Q: 3 clusters Score -2935381 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -2935391.750000 Penalty: 5263.681641
	Iteration 15Q: 3 clusters Score -2935392 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -2935415.500000 Penalty: 5263.681641
	Iteration 16Q: 3 clusters Score -2935416 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -2935431.000000 Penalty: 5263.681641
	Iteration 17Q: 3 clusters Score -2935431 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -2935443.500000 Penalty: 5263.681641
	Iteration 18Q: 3 clusters Score -2935444 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -2935456.500000 Penalty: 5263.681641
	Iteration 19Q: 3 clusters Score -2935456 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -2935474.500000 Penalty: 5263.681641
	Iteration 20F: 3 clusters Score -2935474 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -2935495.750000 Penalty: 5263.681641
	Iteration 21Q: 3 clusters Score -2935496 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -2935501.500000 Penalty: 5263.681641
	Iteration 22Q: 3 clusters Score -2935502 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -2935515.750000 Penalty: 5263.681641
	Iteration 23Q: 3 clusters Score -2935516 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -2935535.750000 Penalty: 5263.681641
	Iteration 24Q: 3 clusters Score -2935536 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -2935549.000000 Penalty: 5263.681641
	Iteration 25Q: 3 clusters Score -2935549 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -2935565.000000 Penalty: 5263.681641
	Iteration 26Q: 3 clusters Score -2935565 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -2935573.250000 Penalty: 5263.681641
	Iteration 27Q: 3 clusters Score -2935573 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -2935594.750000 Penalty: 5263.681641
	Iteration 28Q: 3 clusters Score -2935595 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -2935596.500000 Penalty: 5263.681641
	Iteration 29Q: 3 clusters Score -2935596 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -2935615.500000 Penalty: 5263.681641
	Iteration 30Q: 3 clusters Score -2935616 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -2935637.500000 Penalty: 5263.681641
	Iteration 31Q: 3 clusters Score -2935638 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -2935670.250000 Penalty: 5263.681641
	Iteration 32Q: 3 clusters Score -2935670 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -2935698.250000 Penalty: 5263.681641
	Iteration 33Q: 3 clusters Score -2935698 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -2935704.250000 Penalty: 5263.681641
	Iteration 34Q: 3 clusters Score -2935704 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -2935723.000000 Penalty: 5263.681641
	Iteration 35Q: 3 clusters Score -2935723 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -2935746.250000 Penalty: 5263.681641
	Iteration 36Q: 3 clusters Score -2935746 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -2935773.750000 Penalty: 5263.681641
	Iteration 37Q: 3 clusters Score -2935774 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -2935788.500000 Penalty: 5263.681641
	Iteration 38Q: 3 clusters Score -2935788 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -2935823.500000 Penalty: 5263.681641
	Iteration 39Q: 3 clusters Score -2935824 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -2935839.250000 Penalty: 5263.681641
	Iteration 40F: 3 clusters Score -2935839 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -2935875.000000 Penalty: 5263.681641
	Iteration 41Q: 3 clusters Score -2935875 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -2935920.000000 Penalty: 5263.681641
	Iteration 42Q: 3 clusters Score -2935920 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -2935976.500000 Penalty: 5263.681641
	Iteration 43Q: 3 clusters Score -2935976 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -2936033.250000 Penalty: 5263.681641
	Iteration 44Q: 3 clusters Score -2936033 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -2936080.500000 Penalty: 5263.681641
	Iteration 45Q: 3 clusters Score -2936080 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -2936156.750000 Penalty: 5263.681641
	Iteration 46Q: 3 clusters Score -2936157 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -2936203.750000 Penalty: 5263.681641
	Iteration 47Q: 3 clusters Score -2936204 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -2936247.500000 Penalty: 5263.681641
	Iteration 48Q: 3 clusters Score -2936248 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -2936316.000000 Penalty: 5263.681641
	Iteration 49Q: 3 clusters Score -2936316 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -2936376.750000 Penalty: 5263.681641
	Iteration 50Q: 3 clusters Score -2936377 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -2936432.250000 Penalty: 5263.681641
	Iteration 51Q: 3 clusters Score -2936432 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -2936484.750000 Penalty: 5263.681641
	Iteration 52Q: 3 clusters Score -2936485 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -2936549.250000 Penalty: 5263.681641
	Iteration 53Q: 3 clusters Score -2936549 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -2936631.000000 Penalty: 5263.681641
	Iteration 54Q: 3 clusters Score -2936631 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -2936713.500000 Penalty: 5263.681641
	Iteration 55Q: 3 clusters Score -2936714 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -2936792.750000 Penalty: 5263.681641
	Iteration 56Q: 3 clusters Score -2936793 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -2936885.000000 Penalty: 5263.681641
	Iteration 57Q: 3 clusters Score -2936885 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -2937012.000000 Penalty: 5263.681641
	Iteration 58Q: 3 clusters Score -2937012 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -2937189.250000 Penalty: 5263.681641
	Iteration 59Q: 3 clusters Score -2937189 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -2937401.500000 Penalty: 5263.681641
	Iteration 60F: 3 clusters Score -2937402 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -2937640.500000 Penalty: 5263.681641
	Iteration 61Q: 3 clusters Score -2937640 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -2937943.000000 Penalty: 5263.681641
	Iteration 62Q: 3 clusters Score -2937943 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -2938220.500000 Penalty: 5263.681641
	Iteration 63Q: 3 clusters Score -2938220 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -2938323.250000 Penalty: 5263.681641
	Iteration 64Q: 3 clusters Score -2938323 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -2938394.500000 Penalty: 5263.681641
	Iteration 65Q: 3 clusters Score -2938394 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -2938425.750000 Penalty: 5263.681641
	Iteration 66Q: 3 clusters Score -2938426 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -2938454.250000 Penalty: 5263.681641
	Iteration 67Q: 3 clusters Score -2938454 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -2938482.000000 Penalty: 5263.681641
	Iteration 68Q: 3 clusters Score -2938482 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -2938481.000000 Penalty: 5263.681641
	Iteration 69Q: 3 clusters Score -2938481 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -2938500.500000 Penalty: 5263.681641
	Iteration 70Q: 3 clusters Score -2938500 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -2938513.750000 Penalty: 5263.681641
	Iteration 71Q: 3 clusters Score -2938514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -2938510.750000 Penalty: 5263.681641
	Iteration 72Q: 3 clusters Score -2938511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -2938524.500000 Penalty: 5263.681641
	Iteration 73Q: 3 clusters Score -2938524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -2938530.000000 Penalty: 5263.681641
	Iteration 74Q: 3 clusters Score -2938530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -2938530.000000 Penalty: 5263.681641
	Iteration 75Q: 3 clusters Score -2938530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -2938536.750000 Penalty: 5263.681641
	Iteration 76Q: 3 clusters Score -2938537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -2938533.750000 Penalty: 5263.681641
	Iteration 77Q: 3 clusters Score -2938534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -2938541.500000 Penalty: 5263.681641
	Iteration 78Q: 3 clusters Score -2938542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -2938538.000000 Penalty: 5263.681641
	Iteration 79Q: 3 clusters Score -2938538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -2938538.000000 Penalty: 5263.681641
	Iteration 80F: 3 clusters Score -2938538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 528285 members 
Mstep: Class 2 contains 48736 members 
Mstep: Class 3 contains 65529 members 
Mstep: Class 4 contains 2810 members 
Mstep: Class 5 contains 16439 members 
Mstep: Class 6 contains 18913 members 
Mstep: Class 7 contains 22962 members 
Mstep: Class 8 contains 30801 members 
Mstep: Class 9 contains 17930 members 
Mstep: Class 10 contains 98032 members 
Mstep: Class 11 contains 3523 members 
Mstep: Class 12 contains 23847 members 
Mstep: Class 13 contains 179305 members 
Mstep: Class 14 contains 9180 members 
Mstep: Class 15 contains 12192 members 
Mstep: Class 16 contains 45864 members 
Mstep: Class 17 contains 6952 members 
Mstep: Class 18 contains 4990 members 
Mstep: Class 19 contains 8604 members 
Mstep: Class 20 contains 28088 members 
Mstep: Class 21 contains 4587 members 
Mstep: Class 22 contains 3663 members 
Mstep: Class 23 contains 149850 members 
Mstep: Class 24 contains 5082 members 
Mstep: Class 25 contains 34351 members 
Mstep: Class 26 contains 4462 members 
Mstep: Class 27 contains 5357 members 
Mstep: Class 28 contains 35640 members 
Entering Unmasked Estep 
Score: -102154288.000000 Penalty: 98350.367188
Splitting cluster 18 changes total score from -102060784.000000 to -102154288.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (8604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Entering Unmasked Estep 
Score: -587730.625000 Penalty: 2246.875488
	Iteration 0F: 2 clusters Score -587730.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -581015.375000 Penalty: 4493.750977
	Iteration 0F: 3 clusters Score -581015.4 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -583550.937500 Penalty: 4493.750977
	Iteration 1F: 3 clusters Score -583550.9 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -584927.312500 Penalty: 4493.750977
	Iteration 2F: 3 clusters Score -584927.3 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -586591.312500 Penalty: 4493.750977
	Iteration 3F: 3 clusters Score -586591.3 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -588821.000000 Penalty: 4493.750977
	Iteration 4F: 3 clusters Score -588821 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -590223.687500 Penalty: 4493.750977
	Iteration 5F: 3 clusters Score -590223.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -590540.437500 Penalty: 4493.750977
	Iteration 6Q: 3 clusters Score -590540.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -590658.062500 Penalty: 4493.750977
	Iteration 7Q: 3 clusters Score -590658.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -590708.437500 Penalty: 4493.750977
	Iteration 8Q: 3 clusters Score -590708.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -590736.000000 Penalty: 4493.750977
	Iteration 9Q: 3 clusters Score -590736 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -590759.375000 Penalty: 4493.750977
	Iteration 10Q: 3 clusters Score -590759.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -590777.375000 Penalty: 4493.750977
	Iteration 11Q: 3 clusters Score -590777.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -590801.312500 Penalty: 4493.750977
	Iteration 12Q: 3 clusters Score -590801.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -590816.562500 Penalty: 4493.750977
	Iteration 13Q: 3 clusters Score -590816.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -590832.750000 Penalty: 4493.750977
	Iteration 14Q: 3 clusters Score -590832.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -590849.250000 Penalty: 4493.750977
	Iteration 15Q: 3 clusters Score -590849.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -590866.187500 Penalty: 4493.750977
	Iteration 16Q: 3 clusters Score -590866.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -590891.750000 Penalty: 4493.750977
	Iteration 17Q: 3 clusters Score -590891.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -590928.875000 Penalty: 4493.750977
	Iteration 18Q: 3 clusters Score -590928.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -590989.562500 Penalty: 4493.750977
	Iteration 19Q: 3 clusters Score -590989.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -591069.312500 Penalty: 4493.750977
	Iteration 20F: 3 clusters Score -591069.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -591168.875000 Penalty: 4493.750977
	Iteration 21Q: 3 clusters Score -591168.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -591391.812500 Penalty: 4493.750977
	Iteration 22Q: 3 clusters Score -591391.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -591762.812500 Penalty: 4493.750977
	Iteration 23Q: 3 clusters Score -591762.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -592056.625000 Penalty: 4493.750977
	Iteration 24Q: 3 clusters Score -592056.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -592113.375000 Penalty: 4493.750977
	Iteration 25Q: 3 clusters Score -592113.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -592134.687500 Penalty: 4493.750977
	Iteration 26Q: 3 clusters Score -592134.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -592170.375000 Penalty: 4493.750977
	Iteration 27Q: 3 clusters Score -592170.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -592219.625000 Penalty: 4493.750977
	Iteration 28Q: 3 clusters Score -592219.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -592258.625000 Penalty: 4493.750977
	Iteration 29Q: 3 clusters Score -592258.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -592263.812500 Penalty: 4493.750977
	Iteration 30Q: 3 clusters Score -592263.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -592264.750000 Penalty: 4493.750977
	Iteration 31Q: 3 clusters Score -592264.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -592266.000000 Penalty: 4493.750977
	Iteration 32Q: 3 clusters Score -592266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -592266.062500 Penalty: 4493.750977
	Iteration 33F: 3 clusters Score -592266.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -592266.312500 Penalty: 4493.750977
	Iteration 34Q: 3 clusters Score -592266.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -592266.312500 Penalty: 4493.750977
	Iteration 35F: 3 clusters Score -592266.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 528285 members 
Mstep: Class 2 contains 48736 members 
Mstep: Class 3 contains 65529 members 
Mstep: Class 4 contains 2810 members 
Mstep: Class 5 contains 16439 members 
Mstep: Class 6 contains 18913 members 
Mstep: Class 7 contains 22962 members 
Mstep: Class 8 contains 30801 members 
Mstep: Class 9 contains 17930 members 
Mstep: Class 10 contains 98032 members 
Mstep: Class 11 contains 3523 members 
Mstep: Class 12 contains 23847 members 
Mstep: Class 13 contains 179305 members 
Mstep: Class 14 contains 9180 members 
Mstep: Class 15 contains 12192 members 
Mstep: Class 16 contains 45864 members 
Mstep: Class 17 contains 6952 members 
Mstep: Class 18 contains 4990 members 
Mstep: Class 19 contains 2891 members 
Mstep: Class 20 contains 28088 members 
Mstep: Class 21 contains 4587 members 
Mstep: Class 22 contains 3663 members 
Mstep: Class 23 contains 149850 members 
Mstep: Class 24 contains 5082 members 
Mstep: Class 25 contains 34351 members 
Mstep: Class 26 contains 4462 members 
Mstep: Class 27 contains 5357 members 
Mstep: Class 28 contains 35640 members 
Mstep: Class 29 contains 5713 members 
Entering Unmasked Estep 
Score: -102157208.000000 Penalty: 101862.882812
Splitting cluster 19 changes total score from -102060784.000000 to -102157208.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 528285 members 
Mstep: Class 2 contains 48736 members 
Mstep: Class 3 contains 65529 members 
Mstep: Class 4 contains 2810 members 
Mstep: Class 5 contains 16439 members 
Mstep: Class 6 contains 18913 members 
Mstep: Class 7 contains 22962 members 
Mstep: Class 8 contains 30801 members 
Mstep: Class 9 contains 17930 members 
Mstep: Class 10 contains 98032 members 
Mstep: Class 11 contains 3523 members 
Mstep: Class 12 contains 23847 members 
Mstep: Class 13 contains 179305 members 
Mstep: Class 14 contains 9180 members 
Mstep: Class 15 contains 12192 members 
Mstep: Class 17 contains 6952 members 
Mstep: Class 18 contains 4990 members 
Mstep: Class 19 contains 2891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102178752.000000 Penalty: 101862.882812
Iteration 39Q: 30 clusters Score -1.021788e+08 nChanged 31998
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 528446 members 
Mstep: Class 2 contains 48471 members 
Mstep: Class 3 contains 65607 members 
Mstep: Class 4 contains 3092 members 
Mstep: Class 5 contains 16488 members 
Mstep: Class 6 contains 19990 members 
Mstep: Class 7 contains 22854 members 
Mstep: Class 8 contains 32711 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 98566 members 
Mstep: Class 11 contains 3596 members 
Mstep: Class 12 contains 21918 members 
Mstep: Class 13 contains 181800 members 
Mstep: Class 14 contains 9368 members 
Mstep: Class 15 contains 12459 members 
Mstep: Class 16 contains 46245 members 
Mstep: Class 17 contains 7071 members 
Mstep: Class 18 contains 5311 members 
Mstep: Class 19 contains 3267 members 
Mstep: Class 20 contains 27244 members 
Mstep: Class 21 contains 4599 members 
Mstep: Class 22 contains 3217 members 
Mstep: Class 23 contains 147425 members 
Mstep: Class 24 contains 4995 members 
Mstep: Class 25 contains 33812 members 
Mstep: Class 26 contains 4244 members 
Mstep: Class 27 contains 4852 members 
Mstep: Class 28 contains 34455 members 
Mstep: Class 29 contains 5465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102197728.000000 Penalty: 101862.882812
Iteration 40F: 30 clusters Score -1.021977e+08 nChanged 29621
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 519447 members 
Mstep: Class 2 contains 46915 members 
Mstep: Class 3 contains 65155 members 
Mstep: Class 4 contains 3149 members 
Mstep: Class 5 contains 16274 members 
Mstep: Class 6 contains 20177 members 
Mstep: Class 7 contains 22530 members 
Mstep: Class 8 contains 33470 members 
Mstep: Class 9 contains 18878 members 
Mstep: Class 10 contains 98528 members 
Mstep: Class 11 contains 3500 members 
Mstep: Class 12 contains 20003 members 
Mstep: Class 13 contains 183896 members 
Mstep: Class 14 contains 9518 members 
Mstep: Class 15 contains 12543 members 
Mstep: Class 16 contains 46570 members 
Mstep: Class 17 contains 6815 members 
Mstep: Class 18 contains 5349 members 
Mstep: Class 19 contains 3643 members 
Mstep: Class 20 contains 27856 members 
Mstep: Class 21 contains 4933 members 
Mstep: Class 22 contains 3413 members 
Mstep: Class 23 contains 154021 members 
Mstep: Class 24 contains 5107 members 
Mstep: Class 25 contains 34998 members 
Mstep: Class 26 contains 4331 members 
Mstep: Class 27 contains 4966 members 
Mstep: Class 28 contains 34618 members 
Mstep: Class 29 contains 5397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102204624.000000 Penalty: 101862.882812
Iteration 41Q: 30 clusters Score -1.022046e+08 nChanged 17738
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 513328 members 
Mstep: Class 2 contains 45638 members 
Mstep: Class 3 contains 64849 members 
Mstep: Class 4 contains 3214 members 
Mstep: Class 5 contains 16130 members 
Mstep: Class 6 contains 20343 members 
Mstep: Class 7 contains 22317 members 
Mstep: Class 8 contains 34011 members 
Mstep: Class 9 contains 19635 members 
Mstep: Class 10 contains 98831 members 
Mstep: Class 11 contains 3424 members 
Mstep: Class 12 contains 18178 members 
Mstep: Class 13 contains 185866 members 
Mstep: Class 14 contains 9703 members 
Mstep: Class 15 contains 12621 members 
Mstep: Class 16 contains 47062 members 
Mstep: Class 17 contains 6714 members 
Mstep: Class 18 contains 5360 members 
Mstep: Class 19 contains 3974 members 
Mstep: Class 20 contains 27962 members 
Mstep: Class 21 contains 5078 members 
Mstep: Class 22 contains 3550 members 
Mstep: Class 23 contains 157954 members 
Mstep: Class 24 contains 5160 members 
Mstep: Class 25 contains 35806 members 
Mstep: Class 26 contains 4385 members 
Mstep: Class 27 contains 5060 members 
Mstep: Class 28 contains 34496 members 
Mstep: Class 29 contains 5352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102208584.000000 Penalty: 101862.882812
Iteration 42Q: 30 clusters Score -1.022086e+08 nChanged 13767
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 508230 members 
Mstep: Class 2 contains 44627 members 
Mstep: Class 3 contains 64603 members 
Mstep: Class 4 contains 3253 members 
Mstep: Class 5 contains 16006 members 
Mstep: Class 6 contains 20507 members 
Mstep: Class 7 contains 22151 members 
Mstep: Class 8 contains 34315 members 
Mstep: Class 9 contains 20402 members 
Mstep: Class 10 contains 99246 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 12 contains 16367 members 
Mstep: Class 13 contains 187805 members 
Mstep: Class 14 contains 9921 members 
Mstep: Class 15 contains 12693 members 
Mstep: Class 16 contains 47539 members 
Mstep: Class 17 contains 6646 members 
Mstep: Class 18 contains 5361 members 
Mstep: Class 19 contains 4284 members 
Mstep: Class 20 contains 27974 members 
Mstep: Class 21 contains 5134 members 
Mstep: Class 22 contains 3645 members 
Mstep: Class 23 contains 161089 members 
Mstep: Class 24 contains 5209 members 
Mstep: Class 25 contains 36432 members 
Mstep: Class 26 contains 4427 members 
Mstep: Class 27 contains 5125 members 
Mstep: Class 28 contains 34300 members 
Mstep: Class 29 contains 5336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102211368.000000 Penalty: 101862.882812
Iteration 43Q: 30 clusters Score -1.022114e+08 nChanged 11668
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 503651 members 
Mstep: Class 2 contains 43792 members 
Mstep: Class 3 contains 64416 members 
Mstep: Class 4 contains 3284 members 
Mstep: Class 5 contains 15891 members 
Mstep: Class 6 contains 20679 members 
Mstep: Class 7 contains 21998 members 
Mstep: Class 8 contains 34512 members 
Mstep: Class 9 contains 21104 members 
Mstep: Class 10 contains 99744 members 
Mstep: Class 11 contains 3335 members 
Mstep: Class 12 contains 14596 members 
Mstep: Class 13 contains 189688 members 
Mstep: Class 14 contains 10123 members 
Mstep: Class 15 contains 12732 members 
Mstep: Class 16 contains 48041 members 
Mstep: Class 17 contains 6616 members 
Mstep: Class 18 contains 5404 members 
Mstep: Class 19 contains 4520 members 
Mstep: Class 20 contains 27938 members 
Mstep: Class 21 contains 5133 members 
Mstep: Class 22 contains 3721 members 
Mstep: Class 23 contains 163704 members 
Mstep: Class 24 contains 5255 members 
Mstep: Class 25 contains 37021 members 
Mstep: Class 26 contains 4466 members 
Mstep: Class 27 contains 5163 members 
Mstep: Class 28 contains 34154 members 
Mstep: Class 29 contains 5321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102213648.000000 Penalty: 101862.882812
Iteration 44Q: 30 clusters Score -1.022136e+08 nChanged 10225
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 499544 members 
Mstep: Class 2 contains 43050 members 
Mstep: Class 3 contains 64293 members 
Mstep: Class 4 contains 3297 members 
Mstep: Class 5 contains 15794 members 
Mstep: Class 6 contains 20813 members 
Mstep: Class 7 contains 21847 members 
Mstep: Class 8 contains 34673 members 
Mstep: Class 9 contains 21733 members 
Mstep: Class 10 contains 100334 members 
Mstep: Class 11 contains 3301 members 
Mstep: Class 12 contains 12914 members 
Mstep: Class 13 contains 191491 members 
Mstep: Class 14 contains 10332 members 
Mstep: Class 15 contains 12770 members 
Mstep: Class 16 contains 48492 members 
Mstep: Class 17 contains 6579 members 
Mstep: Class 18 contains 5461 members 
Mstep: Class 19 contains 4750 members 
Mstep: Class 20 contains 27897 members 
Mstep: Class 21 contains 5109 members 
Mstep: Class 22 contains 3785 members 
Mstep: Class 23 contains 165998 members 
Mstep: Class 24 contains 5296 members 
Mstep: Class 25 contains 37505 members 
Mstep: Class 26 contains 4499 members 
Mstep: Class 27 contains 5195 members 
Mstep: Class 28 contains 33932 members 
Mstep: Class 29 contains 5318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216152.000000 Penalty: 101862.882812
Iteration 45Q: 30 clusters Score -1.022162e+08 nChanged 9403
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 495695 members 
Mstep: Class 2 contains 42410 members 
Mstep: Class 3 contains 64254 members 
Mstep: Class 4 contains 3303 members 
Mstep: Class 5 contains 15716 members 
Mstep: Class 6 contains 20967 members 
Mstep: Class 7 contains 21685 members 
Mstep: Class 8 contains 34720 members 
Mstep: Class 9 contains 22306 members 
Mstep: Class 10 contains 100976 members 
Mstep: Class 11 contains 3281 members 
Mstep: Class 12 contains 11297 members 
Mstep: Class 13 contains 193262 members 
Mstep: Class 14 contains 10534 members 
Mstep: Class 15 contains 12800 members 
Mstep: Class 16 contains 48935 members 
Mstep: Class 17 contains 6491 members 
Mstep: Class 18 contains 5527 members 
Mstep: Class 19 contains 4971 members 
Mstep: Class 20 contains 27865 members 
Mstep: Class 21 contains 5091 members 
Mstep: Class 22 contains 3844 members 
Mstep: Class 23 contains 168035 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 37947 members 
Mstep: Class 26 contains 4520 members 
Mstep: Class 27 contains 5213 members 
Mstep: Class 28 contains 33707 members 
Mstep: Class 29 contains 5314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217744.000000 Penalty: 101862.882812
Iteration 46Q: 30 clusters Score -1.022177e+08 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 492062 members 
Mstep: Class 2 contains 41851 members 
Mstep: Class 3 contains 64261 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 15645 members 
Mstep: Class 6 contains 21097 members 
Mstep: Class 7 contains 21510 members 
Mstep: Class 8 contains 34739 members 
Mstep: Class 9 contains 22831 members 
Mstep: Class 10 contains 101677 members 
Mstep: Class 11 contains 3262 members 
Mstep: Class 12 contains 9797 members 
Mstep: Class 13 contains 194931 members 
Mstep: Class 14 contains 10705 members 
Mstep: Class 15 contains 12832 members 
Mstep: Class 16 contains 49357 members 
Mstep: Class 17 contains 6367 members 
Mstep: Class 18 contains 5626 members 
Mstep: Class 19 contains 5166 members 
Mstep: Class 20 contains 27839 members 
Mstep: Class 21 contains 5097 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 169837 members 
Mstep: Class 24 contains 5367 members 
Mstep: Class 25 contains 38356 members 
Mstep: Class 26 contains 4535 members 
Mstep: Class 27 contains 5222 members 
Mstep: Class 28 contains 33500 members 
Mstep: Class 29 contains 5313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218352.000000 Penalty: 101862.882812
Iteration 47Q: 30 clusters Score -1.022184e+08 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 488596 members 
Mstep: Class 2 contains 41379 members 
Mstep: Class 3 contains 64299 members 
Mstep: Class 4 contains 3312 members 
Mstep: Class 5 contains 15581 members 
Mstep: Class 6 contains 21212 members 
Mstep: Class 7 contains 21337 members 
Mstep: Class 8 contains 34804 members 
Mstep: Class 9 contains 23354 members 
Mstep: Class 10 contains 102393 members 
Mstep: Class 11 contains 3250 members 
Mstep: Class 12 contains 8457 members 
Mstep: Class 13 contains 196431 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 12871 members 
Mstep: Class 16 contains 49775 members 
Mstep: Class 17 contains 6212 members 
Mstep: Class 18 contains 5717 members 
Mstep: Class 19 contains 5365 members 
Mstep: Class 20 contains 27807 members 
Mstep: Class 21 contains 5108 members 
Mstep: Class 22 contains 3991 members 
Mstep: Class 23 contains 171404 members 
Mstep: Class 24 contains 5384 members 
Mstep: Class 25 contains 38694 members 
Mstep: Class 26 contains 4538 members 
Mstep: Class 27 contains 5226 members 
Mstep: Class 28 contains 33310 members 
Mstep: Class 29 contains 5312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219960.000000 Penalty: 101862.882812
Iteration 48Q: 30 clusters Score -1.0222e+08 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 485284 members 
Mstep: Class 2 contains 40924 members 
Mstep: Class 3 contains 64359 members 
Mstep: Class 4 contains 3314 members 
Mstep: Class 5 contains 15531 members 
Mstep: Class 6 contains 21323 members 
Mstep: Class 7 contains 21151 members 
Mstep: Class 8 contains 34863 members 
Mstep: Class 9 contains 23805 members 
Mstep: Class 10 contains 103110 members 
Mstep: Class 11 contains 3241 members 
Mstep: Class 12 contains 7197 members 
Mstep: Class 13 contains 197857 members 
Mstep: Class 14 contains 11059 members 
Mstep: Class 15 contains 12898 members 
Mstep: Class 16 contains 50201 members 
Mstep: Class 17 contains 6064 members 
Mstep: Class 18 contains 5819 members 
Mstep: Class 19 contains 5540 members 
Mstep: Class 20 contains 27780 members 
Mstep: Class 21 contains 5117 members 
Mstep: Class 22 contains 4062 members 
Mstep: Class 23 contains 172889 members 
Mstep: Class 24 contains 5400 members 
Mstep: Class 25 contains 39001 members 
Mstep: Class 26 contains 4550 members 
Mstep: Class 27 contains 5226 members 
Mstep: Class 28 contains 33127 members 
Mstep: Class 29 contains 5311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102220888.000000 Penalty: 101862.882812
Iteration 49Q: 30 clusters Score -1.022209e+08 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 482208 members 
Mstep: Class 2 contains 40489 members 
Mstep: Class 3 contains 64430 members 
Mstep: Class 4 contains 3316 members 
Mstep: Class 5 contains 15469 members 
Mstep: Class 6 contains 21445 members 
Mstep: Class 7 contains 20965 members 
Mstep: Class 8 contains 34881 members 
Mstep: Class 9 contains 24182 members 
Mstep: Class 10 contains 103861 members 
Mstep: Class 11 contains 3234 members 
Mstep: Class 12 contains 6072 members 
Mstep: Class 13 contains 199160 members 
Mstep: Class 14 contains 11251 members 
Mstep: Class 15 contains 12910 members 
Mstep: Class 16 contains 50584 members 
Mstep: Class 17 contains 5927 members 
Mstep: Class 18 contains 5904 members 
Mstep: Class 19 contains 5687 members 
Mstep: Class 20 contains 27755 members 
Mstep: Class 21 contains 5130 members 
Mstep: Class 22 contains 4126 members 
Mstep: Class 23 contains 174294 members 
Mstep: Class 24 contains 5408 members 
Mstep: Class 25 contains 39262 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 5239 members 
Mstep: Class 28 contains 32940 members 
Mstep: Class 29 contains 5314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222144.000000 Penalty: 101862.882812
Iteration 50Q: 30 clusters Score -1.022221e+08 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 479212 members 
Mstep: Class 2 contains 40104 members 
Mstep: Class 3 contains 64549 members 
Mstep: Class 4 contains 3320 members 
Mstep: Class 5 contains 15423 members 
Mstep: Class 6 contains 21529 members 
Mstep: Class 7 contains 20766 members 
Mstep: Class 8 contains 34908 members 
Mstep: Class 9 contains 24494 members 
Mstep: Class 10 contains 104638 members 
Mstep: Class 11 contains 3229 members 
Mstep: Class 12 contains 5072 members 
Mstep: Class 13 contains 200366 members 
Mstep: Class 14 contains 11439 members 
Mstep: Class 15 contains 12922 members 
Mstep: Class 16 contains 50954 members 
Mstep: Class 17 contains 5809 members 
Mstep: Class 18 contains 5990 members 
Mstep: Class 19 contains 5806 members 
Mstep: Class 20 contains 27721 members 
Mstep: Class 21 contains 5131 members 
Mstep: Class 22 contains 4173 members 
Mstep: Class 23 contains 175636 members 
Mstep: Class 24 contains 5419 members 
Mstep: Class 25 contains 39504 members 
Mstep: Class 26 contains 4570 members 
Mstep: Class 27 contains 5242 members 
Mstep: Class 28 contains 32757 members 
Mstep: Class 29 contains 5320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223336.000000 Penalty: 101862.882812
Iteration 51Q: 30 clusters Score -1.022233e+08 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 476374 members 
Mstep: Class 2 contains 39756 members 
Mstep: Class 3 contains 64663 members 
Mstep: Class 4 contains 3322 members 
Mstep: Class 5 contains 15383 members 
Mstep: Class 6 contains 21608 members 
Mstep: Class 7 contains 20563 members 
Mstep: Class 8 contains 34950 members 
Mstep: Class 9 contains 24741 members 
Mstep: Class 10 contains 105412 members 
Mstep: Class 11 contains 3224 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 201322 members 
Mstep: Class 14 contains 11619 members 
Mstep: Class 15 contains 12939 members 
Mstep: Class 16 contains 51298 members 
Mstep: Class 17 contains 5718 members 
Mstep: Class 18 contains 6082 members 
Mstep: Class 19 contains 5894 members 
Mstep: Class 20 contains 27685 members 
Mstep: Class 21 contains 5133 members 
Mstep: Class 22 contains 4200 members 
Mstep: Class 23 contains 176920 members 
Mstep: Class 24 contains 5429 members 
Mstep: Class 25 contains 39722 members 
Mstep: Class 26 contains 4576 members 
Mstep: Class 27 contains 5244 members 
Mstep: Class 28 contains 32584 members 
Mstep: Class 29 contains 5318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224304.000000 Penalty: 101862.882812
Iteration 52Q: 30 clusters Score -1.022243e+08 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 473714 members 
Mstep: Class 2 contains 39478 members 
Mstep: Class 3 contains 64774 members 
Mstep: Class 4 contains 3325 members 
Mstep: Class 5 contains 15341 members 
Mstep: Class 6 contains 21694 members 
Mstep: Class 7 contains 20399 members 
Mstep: Class 8 contains 35010 members 
Mstep: Class 9 contains 24961 members 
Mstep: Class 10 contains 106166 members 
Mstep: Class 11 contains 3218 members 
Mstep: Class 12 contains 3675 members 
Mstep: Class 13 contains 202136 members 
Mstep: Class 14 contains 11813 members 
Mstep: Class 15 contains 12944 members 
Mstep: Class 16 contains 51619 members 
Mstep: Class 17 contains 5653 members 
Mstep: Class 18 contains 6156 members 
Mstep: Class 19 contains 5951 members 
Mstep: Class 20 contains 27664 members 
Mstep: Class 21 contains 5131 members 
Mstep: Class 22 contains 4221 members 
Mstep: Class 23 contains 178089 members 
Mstep: Class 24 contains 5431 members 
Mstep: Class 25 contains 39872 members 
Mstep: Class 26 contains 4587 members 
Mstep: Class 27 contains 5247 members 
Mstep: Class 28 contains 32416 members 
Mstep: Class 29 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225208.000000 Penalty: 101862.882812
Iteration 53Q: 30 clusters Score -1.022252e+08 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 471158 members 
Mstep: Class 2 contains 39227 members 
Mstep: Class 3 contains 64912 members 
Mstep: Class 4 contains 3327 members 
Mstep: Class 5 contains 15305 members 
Mstep: Class 6 contains 21770 members 
Mstep: Class 7 contains 20248 members 
Mstep: Class 8 contains 35079 members 
Mstep: Class 9 contains 25156 members 
Mstep: Class 10 contains 106946 members 
Mstep: Class 11 contains 3217 members 
Mstep: Class 12 contains 3098 members 
Mstep: Class 13 contains 202857 members 
Mstep: Class 14 contains 11996 members 
Mstep: Class 15 contains 12944 members 
Mstep: Class 16 contains 51904 members 
Mstep: Class 17 contains 5612 members 
Mstep: Class 18 contains 6217 members 
Mstep: Class 19 contains 5992 members 
Mstep: Class 20 contains 27645 members 
Mstep: Class 21 contains 5132 members 
Mstep: Class 22 contains 4237 members 
Mstep: Class 23 contains 179155 members 
Mstep: Class 24 contains 5437 members 
Mstep: Class 25 contains 40009 members 
Mstep: Class 26 contains 4596 members 
Mstep: Class 27 contains 5239 members 
Mstep: Class 28 contains 32269 members 
Mstep: Class 29 contains 5318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225944.000000 Penalty: 101862.882812
Iteration 54Q: 30 clusters Score -1.022259e+08 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 468675 members 
Mstep: Class 2 contains 39006 members 
Mstep: Class 3 contains 65086 members 
Mstep: Class 4 contains 3331 members 
Mstep: Class 5 contains 15282 members 
Mstep: Class 6 contains 21825 members 
Mstep: Class 7 contains 20092 members 
Mstep: Class 8 contains 35135 members 
Mstep: Class 9 contains 25300 members 
Mstep: Class 10 contains 107714 members 
Mstep: Class 11 contains 3216 members 
Mstep: Class 12 contains 2672 members 
Mstep: Class 13 contains 203449 members 
Mstep: Class 14 contains 12174 members 
Mstep: Class 15 contains 12940 members 
Mstep: Class 16 contains 52147 members 
Mstep: Class 17 contains 5588 members 
Mstep: Class 18 contains 6288 members 
Mstep: Class 19 contains 6010 members 
Mstep: Class 20 contains 27622 members 
Mstep: Class 21 contains 5135 members 
Mstep: Class 22 contains 4243 members 
Mstep: Class 23 contains 180223 members 
Mstep: Class 24 contains 5448 members 
Mstep: Class 25 contains 40115 members 
Mstep: Class 26 contains 4603 members 
Mstep: Class 27 contains 5237 members 
Mstep: Class 28 contains 32129 members 
Mstep: Class 29 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226096.000000 Penalty: 101862.882812
Iteration 55Q: 30 clusters Score -1.022261e+08 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 466311 members 
Mstep: Class 2 contains 38806 members 
Mstep: Class 3 contains 65247 members 
Mstep: Class 4 contains 3334 members 
Mstep: Class 5 contains 15266 members 
Mstep: Class 6 contains 21876 members 
Mstep: Class 7 contains 19951 members 
Mstep: Class 8 contains 35195 members 
Mstep: Class 9 contains 25419 members 
Mstep: Class 10 contains 108475 members 
Mstep: Class 11 contains 3216 members 
Mstep: Class 12 contains 2395 members 
Mstep: Class 13 contains 203864 members 
Mstep: Class 14 contains 12340 members 
Mstep: Class 15 contains 12938 members 
Mstep: Class 16 contains 52401 members 
Mstep: Class 17 contains 5570 members 
Mstep: Class 18 contains 6357 members 
Mstep: Class 19 contains 6018 members 
Mstep: Class 20 contains 27607 members 
Mstep: Class 21 contains 5131 members 
Mstep: Class 22 contains 4253 members 
Mstep: Class 23 contains 181201 members 
Mstep: Class 24 contains 5455 members 
Mstep: Class 25 contains 40209 members 
Mstep: Class 26 contains 4608 members 
Mstep: Class 27 contains 5241 members 
Mstep: Class 28 contains 32003 members 
Mstep: Class 29 contains 5315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3341.899170 but Gain 3512.515625
Score: -102226904.000000 Penalty: 98350.367188
Iteration 56Q: 29 clusters Score -1.022269e+08 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 464069 members 
Mstep: Class 2 contains 38595 members 
Mstep: Class 3 contains 65430 members 
Mstep: Class 4 contains 3335 members 
Mstep: Class 5 contains 15255 members 
Mstep: Class 6 contains 21915 members 
Mstep: Class 7 contains 20370 members 
Mstep: Class 8 contains 35289 members 
Mstep: Class 9 contains 25540 members 
Mstep: Class 10 contains 109236 members 
Mstep: Class 11 contains 3216 members 
Mstep: Class 13 contains 205778 members 
Mstep: Class 14 contains 12531 members 
Mstep: Class 15 contains 12938 members 
Mstep: Class 16 contains 52644 members 
Mstep: Class 17 contains 5555 members 
Mstep: Class 18 contains 6429 members 
Mstep: Class 19 contains 6025 members 
Mstep: Class 20 contains 27594 members 
Mstep: Class 21 contains 5130 members 
Mstep: Class 22 contains 4269 members 
Mstep: Class 23 contains 182122 members 
Mstep: Class 24 contains 5459 members 
Mstep: Class 25 contains 40245 members 
Mstep: Class 26 contains 4613 members 
Mstep: Class 27 contains 5241 members 
Mstep: Class 28 contains 31863 members 
Mstep: Class 29 contains 5316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230072.000000 Penalty: 98350.367188
Iteration 57Q: 29 clusters Score -1.022301e+08 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 461868 members 
Mstep: Class 2 contains 38394 members 
Mstep: Class 3 contains 65638 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 15246 members 
Mstep: Class 6 contains 21953 members 
Mstep: Class 7 contains 20201 members 
Mstep: Class 8 contains 35342 members 
Mstep: Class 9 contains 25654 members 
Mstep: Class 10 contains 110022 members 
Mstep: Class 11 contains 3216 members 
Mstep: Class 13 contains 205991 members 
Mstep: Class 14 contains 12667 members 
Mstep: Class 15 contains 12942 members 
Mstep: Class 16 contains 52884 members 
Mstep: Class 17 contains 5540 members 
Mstep: Class 18 contains 6488 members 
Mstep: Class 19 contains 6036 members 
Mstep: Class 20 contains 27584 members 
Mstep: Class 21 contains 5130 members 
Mstep: Class 22 contains 4282 members 
Mstep: Class 23 contains 182982 members 
Mstep: Class 24 contains 5465 members 
Mstep: Class 25 contains 40246 members 
Mstep: Class 26 contains 4620 members 
Mstep: Class 27 contains 5238 members 
Mstep: Class 28 contains 31722 members 
Mstep: Class 29 contains 5315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230128.000000 Penalty: 98350.367188
Iteration 58Q: 29 clusters Score -1.022301e+08 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 459759 members 
Mstep: Class 2 contains 38198 members 
Mstep: Class 3 contains 65834 members 
Mstep: Class 4 contains 3337 members 
Mstep: Class 5 contains 15236 members 
Mstep: Class 6 contains 22000 members 
Mstep: Class 7 contains 20061 members 
Mstep: Class 8 contains 35413 members 
Mstep: Class 9 contains 25758 members 
Mstep: Class 10 contains 110768 members 
Mstep: Class 11 contains 3216 members 
Mstep: Class 13 contains 206142 members 
Mstep: Class 14 contains 12784 members 
Mstep: Class 15 contains 12944 members 
Mstep: Class 16 contains 53104 members 
Mstep: Class 17 contains 5528 members 
Mstep: Class 18 contains 6550 members 
Mstep: Class 19 contains 6042 members 
Mstep: Class 20 contains 27578 members 
Mstep: Class 21 contains 5131 members 
Mstep: Class 22 contains 4294 members 
Mstep: Class 23 contains 183784 members 
Mstep: Class 24 contains 5469 members 
Mstep: Class 25 contains 40278 members 
Mstep: Class 26 contains 4634 members 
Mstep: Class 27 contains 5241 members 
Mstep: Class 28 contains 31606 members 
Mstep: Class 29 contains 5313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230696.000000 Penalty: 98350.367188
Iteration 59Q: 29 clusters Score -1.022307e+08 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 457740 members 
Mstep: Class 2 contains 38009 members 
Mstep: Class 3 contains 66038 members 
Mstep: Class 4 contains 3337 members 
Mstep: Class 5 contains 15227 members 
Mstep: Class 6 contains 22046 members 
Mstep: Class 7 contains 19958 members 
Mstep: Class 8 contains 35469 members 
Mstep: Class 9 contains 25841 members 
Mstep: Class 10 contains 111482 members 
Mstep: Class 11 contains 3216 members 
Mstep: Class 13 contains 206244 members 
Mstep: Class 14 contains 12898 members 
Mstep: Class 15 contains 12939 members 
Mstep: Class 16 contains 53314 members 
Mstep: Class 17 contains 5518 members 
Mstep: Class 18 contains 6608 members 
Mstep: Class 19 contains 6053 members 
Mstep: Class 20 contains 27573 members 
Mstep: Class 21 contains 5132 members 
Mstep: Class 22 contains 4297 members 
Mstep: Class 23 contains 184570 members 
Mstep: Class 24 contains 5474 members 
Mstep: Class 25 contains 40326 members 
Mstep: Class 26 contains 4647 members 
Mstep: Class 27 contains 5240 members 
Mstep: Class 28 contains 31494 members 
Mstep: Class 29 contains 5312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230512.000000 Penalty: 98350.367188
Iteration 60F: 29 clusters Score -1.022305e+08 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 455854 members 
Mstep: Class 2 contains 37851 members 
Mstep: Class 3 contains 66265 members 
Mstep: Class 4 contains 3337 members 
Mstep: Class 5 contains 15216 members 
Mstep: Class 6 contains 22093 members 
Mstep: Class 7 contains 19887 members 
Mstep: Class 8 contains 35517 members 
Mstep: Class 9 contains 25912 members 
Mstep: Class 10 contains 112128 members 
Mstep: Class 11 contains 3210 members 
Mstep: Class 13 contains 206313 members 
Mstep: Class 14 contains 13008 members 
Mstep: Class 15 contains 12927 members 
Mstep: Class 16 contains 53519 members 
Mstep: Class 17 contains 5400 members 
Mstep: Class 18 contains 6666 members 
Mstep: Class 19 contains 6209 members 
Mstep: Class 20 contains 27573 members 
Mstep: Class 21 contains 5130 members 
Mstep: Class 22 contains 4304 members 
Mstep: Class 23 contains 185297 members 
Mstep: Class 24 contains 5478 members 
Mstep: Class 25 contains 40357 members 
Mstep: Class 26 contains 4666 members 
Mstep: Class 27 contains 5212 members 
Mstep: Class 28 contains 31360 members 
Mstep: Class 29 contains 5313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230968.000000 Penalty: 98350.367188
Iteration 61Q: 29 clusters Score -1.02231e+08 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 454019 members 
Mstep: Class 2 contains 37688 members 
Mstep: Class 3 contains 66481 members 
Mstep: Class 4 contains 3337 members 
Mstep: Class 5 contains 15210 members 
Mstep: Class 6 contains 22140 members 
Mstep: Class 7 contains 19835 members 
Mstep: Class 8 contains 35578 members 
Mstep: Class 9 contains 25964 members 
Mstep: Class 10 contains 112775 members 
Mstep: Class 11 contains 3206 members 
Mstep: Class 13 contains 206366 members 
Mstep: Class 14 contains 13128 members 
Mstep: Class 15 contains 12917 members 
Mstep: Class 16 contains 53697 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 6724 members 
Mstep: Class 19 contains 6286 members 
Mstep: Class 20 contains 27569 members 
Mstep: Class 21 contains 5129 members 
Mstep: Class 22 contains 4316 members 
Mstep: Class 23 contains 186021 members 
Mstep: Class 24 contains 5482 members 
Mstep: Class 25 contains 40392 members 
Mstep: Class 26 contains 4675 members 
Mstep: Class 27 contains 5196 members 
Mstep: Class 28 contains 31236 members 
Mstep: Class 29 contains 5318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230904.000000 Penalty: 98350.367188
Iteration 62Q: 29 clusters Score -1.022309e+08 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 452226 members 
Mstep: Class 2 contains 37545 members 
Mstep: Class 3 contains 66697 members 
Mstep: Class 4 contains 3337 members 
Mstep: Class 5 contains 15207 members 
Mstep: Class 6 contains 22190 members 
Mstep: Class 7 contains 19799 members 
Mstep: Class 8 contains 35654 members 
Mstep: Class 9 contains 26008 members 
Mstep: Class 10 contains 113403 members 
Mstep: Class 11 contains 3200 members 
Mstep: Class 13 contains 206401 members 
Mstep: Class 14 contains 13222 members 
Mstep: Class 15 contains 12907 members 
Mstep: Class 16 contains 53855 members 
Mstep: Class 17 contains 5266 members 
Mstep: Class 18 contains 6793 members 
Mstep: Class 19 contains 6343 members 
Mstep: Class 20 contains 27558 members 
Mstep: Class 21 contains 5129 members 
Mstep: Class 22 contains 4329 members 
Mstep: Class 23 contains 186714 members 
Mstep: Class 24 contains 5482 members 
Mstep: Class 25 contains 40463 members 
Mstep: Class 26 contains 4694 members 
Mstep: Class 27 contains 5181 members 
Mstep: Class 28 contains 31080 members 
Mstep: Class 29 contains 5320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231040.000000 Penalty: 98350.367188
Iteration 63Q: 29 clusters Score -1.02231e+08 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 450532 members 
Mstep: Class 2 contains 37411 members 
Mstep: Class 3 contains 66916 members 
Mstep: Class 4 contains 3337 members 
Mstep: Class 5 contains 15206 members 
Mstep: Class 6 contains 22237 members 
Mstep: Class 7 contains 19754 members 
Mstep: Class 8 contains 35731 members 
Mstep: Class 9 contains 26043 members 
Mstep: Class 10 contains 114005 members 
Mstep: Class 11 contains 3195 members 
Mstep: Class 13 contains 206439 members 
Mstep: Class 14 contains 13296 members 
Mstep: Class 15 contains 12907 members 
Mstep: Class 16 contains 54020 members 
Mstep: Class 17 contains 5222 members 
Mstep: Class 18 contains 6857 members 
Mstep: Class 19 contains 6383 members 
Mstep: Class 20 contains 27550 members 
Mstep: Class 21 contains 5131 members 
Mstep: Class 22 contains 4334 members 
Mstep: Class 23 contains 187334 members 
Mstep: Class 24 contains 5484 members 
Mstep: Class 25 contains 40544 members 
Mstep: Class 26 contains 4708 members 
Mstep: Class 27 contains 5184 members 
Mstep: Class 28 contains 30922 members 
Mstep: Class 29 contains 5321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230848.000000 Penalty: 98350.367188
Iteration 64Q: 29 clusters Score -1.022308e+08 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 448906 members 
Mstep: Class 2 contains 37285 members 
Mstep: Class 3 contains 67161 members 
Mstep: Class 4 contains 3338 members 
Mstep: Class 5 contains 15204 members 
Mstep: Class 6 contains 22297 members 
Mstep: Class 7 contains 19718 members 
Mstep: Class 8 contains 35790 members 
Mstep: Class 9 contains 26071 members 
Mstep: Class 10 contains 114581 members 
Mstep: Class 11 contains 3189 members 
Mstep: Class 13 contains 206468 members 
Mstep: Class 14 contains 13361 members 
Mstep: Class 15 contains 12906 members 
Mstep: Class 16 contains 54154 members 
Mstep: Class 17 contains 5198 members 
Mstep: Class 18 contains 6922 members 
Mstep: Class 19 contains 6405 members 
Mstep: Class 20 contains 27544 members 
Mstep: Class 21 contains 5131 members 
Mstep: Class 22 contains 4338 members 
Mstep: Class 23 contains 187943 members 
Mstep: Class 24 contains 5485 members 
Mstep: Class 25 contains 40604 members 
Mstep: Class 26 contains 4710 members 
Mstep: Class 27 contains 5180 members 
Mstep: Class 28 contains 30791 members 
Mstep: Class 29 contains 5323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231360.000000 Penalty: 98350.367188
Iteration 65Q: 29 clusters Score -1.022314e+08 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 447422 members 
Mstep: Class 2 contains 37196 members 
Mstep: Class 3 contains 67392 members 
Mstep: Class 4 contains 3339 members 
Mstep: Class 5 contains 15203 members 
Mstep: Class 6 contains 22347 members 
Mstep: Class 7 contains 19693 members 
Mstep: Class 8 contains 35852 members 
Mstep: Class 9 contains 26104 members 
Mstep: Class 10 contains 115127 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 13 contains 206485 members 
Mstep: Class 14 contains 13417 members 
Mstep: Class 15 contains 12898 members 
Mstep: Class 16 contains 54289 members 
Mstep: Class 17 contains 5174 members 
Mstep: Class 18 contains 6966 members 
Mstep: Class 19 contains 6426 members 
Mstep: Class 20 contains 27535 members 
Mstep: Class 21 contains 5134 members 
Mstep: Class 22 contains 4350 members 
Mstep: Class 23 contains 188486 members 
Mstep: Class 24 contains 5486 members 
Mstep: Class 25 contains 40619 members 
Mstep: Class 26 contains 4719 members 
Mstep: Class 27 contains 5174 members 
Mstep: Class 28 contains 30665 members 
Mstep: Class 29 contains 5324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231336.000000 Penalty: 98350.367188
Iteration 66Q: 29 clusters Score -1.022313e+08 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 445981 members 
Mstep: Class 2 contains 37108 members 
Mstep: Class 3 contains 67627 members 
Mstep: Class 4 contains 3338 members 
Mstep: Class 5 contains 15202 members 
Mstep: Class 6 contains 22388 members 
Mstep: Class 7 contains 19671 members 
Mstep: Class 8 contains 35904 members 
Mstep: Class 9 contains 26129 members 
Mstep: Class 10 contains 115639 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 13 contains 206505 members 
Mstep: Class 14 contains 13458 members 
Mstep: Class 15 contains 12898 members 
Mstep: Class 16 contains 54442 members 
Mstep: Class 17 contains 5149 members 
Mstep: Class 18 contains 7017 members 
Mstep: Class 19 contains 6442 members 
Mstep: Class 20 contains 27533 members 
Mstep: Class 21 contains 5134 members 
Mstep: Class 22 contains 4352 members 
Mstep: Class 23 contains 188997 members 
Mstep: Class 24 contains 5487 members 
Mstep: Class 25 contains 40649 members 
Mstep: Class 26 contains 4729 members 
Mstep: Class 27 contains 5179 members 
Mstep: Class 28 contains 30546 members 
Mstep: Class 29 contains 5323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231216.000000 Penalty: 98350.367188
Iteration 67Q: 29 clusters Score -1.022312e+08 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 444643 members 
Mstep: Class 2 contains 37029 members 
Mstep: Class 3 contains 67844 members 
Mstep: Class 4 contains 3338 members 
Mstep: Class 5 contains 15201 members 
Mstep: Class 6 contains 22423 members 
Mstep: Class 7 contains 19650 members 
Mstep: Class 8 contains 35972 members 
Mstep: Class 9 contains 26152 members 
Mstep: Class 10 contains 116104 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 13 contains 206531 members 
Mstep: Class 14 contains 13486 members 
Mstep: Class 15 contains 12886 members 
Mstep: Class 16 contains 54582 members 
Mstep: Class 17 contains 5139 members 
Mstep: Class 18 contains 7061 members 
Mstep: Class 19 contains 6446 members 
Mstep: Class 20 contains 27535 members 
Mstep: Class 21 contains 5136 members 
Mstep: Class 22 contains 4349 members 
Mstep: Class 23 contains 189472 members 
Mstep: Class 24 contains 5490 members 
Mstep: Class 25 contains 40695 members 
Mstep: Class 26 contains 4737 members 
Mstep: Class 27 contains 5185 members 
Mstep: Class 28 contains 30420 members 
Mstep: Class 29 contains 5325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231480.000000 Penalty: 98350.367188
Iteration 68Q: 29 clusters Score -1.022315e+08 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 443384 members 
Mstep: Class 2 contains 36955 members 
Mstep: Class 3 contains 68067 members 
Mstep: Class 4 contains 3339 members 
Mstep: Class 5 contains 15197 members 
Mstep: Class 6 contains 22474 members 
Mstep: Class 7 contains 19627 members 
Mstep: Class 8 contains 36010 members 
Mstep: Class 9 contains 26173 members 
Mstep: Class 10 contains 116518 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 13 contains 206553 members 
Mstep: Class 14 contains 13508 members 
Mstep: Class 15 contains 12879 members 
Mstep: Class 16 contains 54729 members 
Mstep: Class 17 contains 5131 members 
Mstep: Class 18 contains 7104 members 
Mstep: Class 19 contains 6445 members 
Mstep: Class 20 contains 27532 members 
Mstep: Class 21 contains 5136 members 
Mstep: Class 22 contains 4361 members 
Mstep: Class 23 contains 189922 members 
Mstep: Class 24 contains 5496 members 
Mstep: Class 25 contains 40734 members 
Mstep: Class 26 contains 4742 members 
Mstep: Class 27 contains 5185 members 
Mstep: Class 28 contains 30306 members 
Mstep: Class 29 contains 5325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231792.000000 Penalty: 98350.367188
Iteration 69Q: 29 clusters Score -1.022318e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 442191 members 
Mstep: Class 2 contains 36892 members 
Mstep: Class 3 contains 68292 members 
Mstep: Class 4 contains 3339 members 
Mstep: Class 5 contains 15195 members 
Mstep: Class 6 contains 22506 members 
Mstep: Class 7 contains 19600 members 
Mstep: Class 8 contains 36053 members 
Mstep: Class 9 contains 26183 members 
Mstep: Class 10 contains 116879 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 13 contains 206577 members 
Mstep: Class 14 contains 13531 members 
Mstep: Class 15 contains 12875 members 
Mstep: Class 16 contains 54858 members 
Mstep: Class 17 contains 5125 members 
Mstep: Class 18 contains 7146 members 
Mstep: Class 19 contains 6440 members 
Mstep: Class 20 contains 27531 members 
Mstep: Class 21 contains 5136 members 
Mstep: Class 22 contains 4373 members 
Mstep: Class 23 contains 190396 members 
Mstep: Class 24 contains 5500 members 
Mstep: Class 25 contains 40769 members 
Mstep: Class 26 contains 4750 members 
Mstep: Class 27 contains 5180 members 
Mstep: Class 28 contains 30188 members 
Mstep: Class 29 contains 5327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232064.000000 Penalty: 98350.367188
Iteration 70Q: 29 clusters Score -1.022321e+08 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 441067 members 
Mstep: Class 2 contains 36831 members 
Mstep: Class 3 contains 68494 members 
Mstep: Class 4 contains 3339 members 
Mstep: Class 5 contains 15196 members 
Mstep: Class 6 contains 22547 members 
Mstep: Class 7 contains 19580 members 
Mstep: Class 8 contains 36085 members 
Mstep: Class 9 contains 26209 members 
Mstep: Class 10 contains 117198 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 13 contains 206594 members 
Mstep: Class 14 contains 13565 members 
Mstep: Class 15 contains 12874 members 
Mstep: Class 16 contains 54960 members 
Mstep: Class 17 contains 5122 members 
Mstep: Class 18 contains 7193 members 
Mstep: Class 19 contains 6437 members 
Mstep: Class 20 contains 27527 members 
Mstep: Class 21 contains 5133 members 
Mstep: Class 22 contains 4387 members 
Mstep: Class 23 contains 190856 members 
Mstep: Class 24 contains 5507 members 
Mstep: Class 25 contains 40791 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 5170 members 
Mstep: Class 28 contains 30083 members 
Mstep: Class 29 contains 5329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232208.000000 Penalty: 98350.367188
Iteration 71Q: 29 clusters Score -1.022322e+08 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 440005 members 
Mstep: Class 2 contains 36767 members 
Mstep: Class 3 contains 68696 members 
Mstep: Class 4 contains 3339 members 
Mstep: Class 5 contains 15194 members 
Mstep: Class 6 contains 22587 members 
Mstep: Class 7 contains 19552 members 
Mstep: Class 8 contains 36140 members 
Mstep: Class 9 contains 26231 members 
Mstep: Class 10 contains 117489 members 
Mstep: Class 11 contains 3170 members 
Mstep: Class 13 contains 206616 members 
Mstep: Class 14 contains 13585 members 
Mstep: Class 15 contains 12880 members 
Mstep: Class 16 contains 55058 members 
Mstep: Class 17 contains 5114 members 
Mstep: Class 18 contains 7244 members 
Mstep: Class 19 contains 6443 members 
Mstep: Class 20 contains 27528 members 
Mstep: Class 21 contains 5133 members 
Mstep: Class 22 contains 4397 members 
Mstep: Class 23 contains 191262 members 
Mstep: Class 24 contains 5518 members 
Mstep: Class 25 contains 40826 members 
Mstep: Class 26 contains 4766 members 
Mstep: Class 27 contains 5167 members 
Mstep: Class 28 contains 29968 members 
Mstep: Class 29 contains 5328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232136.000000 Penalty: 98350.367188
Iteration 72Q: 29 clusters Score -1.022321e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 438999 members 
Mstep: Class 2 contains 36712 members 
Mstep: Class 3 contains 68888 members 
Mstep: Class 4 contains 3339 members 
Mstep: Class 5 contains 15194 members 
Mstep: Class 6 contains 22622 members 
Mstep: Class 7 contains 19536 members 
Mstep: Class 8 contains 36193 members 
Mstep: Class 9 contains 26255 members 
Mstep: Class 10 contains 117798 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 13 contains 206625 members 
Mstep: Class 14 contains 13602 members 
Mstep: Class 15 contains 12888 members 
Mstep: Class 16 contains 55154 members 
Mstep: Class 17 contains 5107 members 
Mstep: Class 18 contains 7293 members 
Mstep: Class 19 contains 6450 members 
Mstep: Class 20 contains 27529 members 
Mstep: Class 21 contains 5134 members 
Mstep: Class 22 contains 4405 members 
Mstep: Class 23 contains 191634 members 
Mstep: Class 24 contains 5529 members 
Mstep: Class 25 contains 40859 members 
Mstep: Class 26 contains 4766 members 
Mstep: Class 27 contains 5160 members 
Mstep: Class 28 contains 29833 members 
Mstep: Class 29 contains 5330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232136.000000 Penalty: 98350.367188
Iteration 73Q: 29 clusters Score -1.022321e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 438049 members 
Mstep: Class 2 contains 36667 members 
Mstep: Class 3 contains 69105 members 
Mstep: Class 4 contains 3339 members 
Mstep: Class 5 contains 15193 members 
Mstep: Class 6 contains 22649 members 
Mstep: Class 7 contains 19525 members 
Mstep: Class 8 contains 36231 members 
Mstep: Class 9 contains 26282 members 
Mstep: Class 10 contains 118069 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 13 contains 206638 members 
Mstep: Class 14 contains 13616 members 
Mstep: Class 15 contains 12898 members 
Mstep: Class 16 contains 55222 members 
Mstep: Class 17 contains 5097 members 
Mstep: Class 18 contains 7340 members 
Mstep: Class 19 contains 6456 members 
Mstep: Class 20 contains 27527 members 
Mstep: Class 21 contains 5131 members 
Mstep: Class 22 contains 4419 members 
Mstep: Class 23 contains 191972 members 
Mstep: Class 24 contains 5545 members 
Mstep: Class 25 contains 40886 members 
Mstep: Class 26 contains 4768 members 
Mstep: Class 27 contains 5162 members 
Mstep: Class 28 contains 29718 members 
Mstep: Class 29 contains 5331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232304.000000 Penalty: 98350.367188
Iteration 74Q: 29 clusters Score -1.022323e+08 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 437150 members 
Mstep: Class 2 contains 36646 members 
Mstep: Class 3 contains 69317 members 
Mstep: Class 4 contains 3339 members 
Mstep: Class 5 contains 15193 members 
Mstep: Class 6 contains 22687 members 
Mstep: Class 7 contains 19515 members 
Mstep: Class 8 contains 36271 members 
Mstep: Class 9 contains 26308 members 
Mstep: Class 10 contains 118336 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 13 contains 206650 members 
Mstep: Class 14 contains 13638 members 
Mstep: Class 15 contains 12895 members 
Mstep: Class 16 contains 55283 members 
Mstep: Class 17 contains 5087 members 
Mstep: Class 18 contains 7390 members 
Mstep: Class 19 contains 6468 members 
Mstep: Class 20 contains 27525 members 
Mstep: Class 21 contains 5131 members 
Mstep: Class 22 contains 4433 members 
Mstep: Class 23 contains 192271 members 
Mstep: Class 24 contains 5556 members 
Mstep: Class 25 contains 40881 members 
Mstep: Class 26 contains 4771 members 
Mstep: Class 27 contains 5156 members 
Mstep: Class 28 contains 29605 members 
Mstep: Class 29 contains 5333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232120.000000 Penalty: 98350.367188
Iteration 75Q: 29 clusters Score -1.022321e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 436284 members 
Mstep: Class 2 contains 36620 members 
Mstep: Class 3 contains 69528 members 
Mstep: Class 4 contains 3339 members 
Mstep: Class 5 contains 15194 members 
Mstep: Class 6 contains 22747 members 
Mstep: Class 7 contains 19504 members 
Mstep: Class 8 contains 36293 members 
Mstep: Class 9 contains 26325 members 
Mstep: Class 10 contains 118567 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 13 contains 206664 members 
Mstep: Class 14 contains 13655 members 
Mstep: Class 15 contains 12901 members 
Mstep: Class 16 contains 55370 members 
Mstep: Class 17 contains 5074 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 6478 members 
Mstep: Class 20 contains 27521 members 
Mstep: Class 21 contains 5131 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 192569 members 
Mstep: Class 24 contains 5560 members 
Mstep: Class 25 contains 40866 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 5151 members 
Mstep: Class 28 contains 29496 members 
Mstep: Class 29 contains 5334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232272.000000 Penalty: 98350.367188
Iteration 76Q: 29 clusters Score -1.022323e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 435482 members 
Mstep: Class 2 contains 36587 members 
Mstep: Class 3 contains 69748 members 
Mstep: Class 4 contains 3339 members 
Mstep: Class 5 contains 15198 members 
Mstep: Class 6 contains 22814 members 
Mstep: Class 7 contains 19494 members 
Mstep: Class 8 contains 36310 members 
Mstep: Class 9 contains 26341 members 
Mstep: Class 10 contains 118777 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 13 contains 206677 members 
Mstep: Class 14 contains 13675 members 
Mstep: Class 15 contains 12905 members 
Mstep: Class 16 contains 55459 members 
Mstep: Class 17 contains 5043 members 
Mstep: Class 18 contains 7499 members 
Mstep: Class 19 contains 6507 members 
Mstep: Class 20 contains 27521 members 
Mstep: Class 21 contains 5130 members 
Mstep: Class 22 contains 4460 members 
Mstep: Class 23 contains 192829 members 
Mstep: Class 24 contains 5563 members 
Mstep: Class 25 contains 40845 members 
Mstep: Class 26 contains 4777 members 
Mstep: Class 27 contains 5150 members 
Mstep: Class 28 contains 29372 members 
Mstep: Class 29 contains 5334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232440.000000 Penalty: 98350.367188
Iteration 77Q: 29 clusters Score -1.022324e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 434745 members 
Mstep: Class 2 contains 36554 members 
Mstep: Class 3 contains 69944 members 
Mstep: Class 4 contains 3339 members 
Mstep: Class 5 contains 15199 members 
Mstep: Class 6 contains 22859 members 
Mstep: Class 7 contains 19488 members 
Mstep: Class 8 contains 36304 members 
Mstep: Class 9 contains 26345 members 
Mstep: Class 10 contains 118964 members 
Mstep: Class 11 contains 3165 members 
Mstep: Class 13 contains 206686 members 
Mstep: Class 14 contains 13692 members 
Mstep: Class 15 contains 12910 members 
Mstep: Class 16 contains 55553 members 
Mstep: Class 17 contains 5007 members 
Mstep: Class 18 contains 7561 members 
Mstep: Class 19 contains 6546 members 
Mstep: Class 20 contains 27521 members 
Mstep: Class 21 contains 5130 members 
Mstep: Class 22 contains 4474 members 
Mstep: Class 23 contains 193103 members 
Mstep: Class 24 contains 5568 members 
Mstep: Class 25 contains 40833 members 
Mstep: Class 26 contains 4779 members 
Mstep: Class 27 contains 5151 members 
Mstep: Class 28 contains 29247 members 
Mstep: Class 29 contains 5336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232936.000000 Penalty: 98350.367188
Iteration 78Q: 29 clusters Score -1.022329e+08 nChanged 1212
Entering ConstructFrom: 
Score: -102232936.000000 Penalty: 98350.367188
Entering ConstructFrom: 
Trying to split cluster 1 (434043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434043 members 
Entering Unmasked Estep 
Score: -32306174.000000 Penalty: 3219.262939
	Iteration 0F: 2 clusters Score -3.230617e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217032 members 
Mstep: Class 2 contains 217011 members 
Entering Unmasked Estep 
Score: -32014132.000000 Penalty: 6438.525879
	Iteration 0F: 3 clusters Score -3.201413e+07 nChanged 211629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218301 members 
Mstep: Class 2 contains 215742 members 
Entering Unmasked Estep 
Score: -32140402.000000 Penalty: 6438.525879
	Iteration 1F: 3 clusters Score -3.21404e+07 nChanged 13144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218749 members 
Mstep: Class 2 contains 215294 members 
Entering Unmasked Estep 
Score: -32144540.000000 Penalty: 6438.525879
	Iteration 2Q: 3 clusters Score -3.214454e+07 nChanged 16192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219423 members 
Mstep: Class 2 contains 214620 members 
Entering Unmasked Estep 
Score: -32151032.000000 Penalty: 6438.525879
	Iteration 3Q: 3 clusters Score -3.215103e+07 nChanged 20139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220066 members 
Mstep: Class 2 contains 213977 members 
Entering Unmasked Estep 
Score: -32162094.000000 Penalty: 6438.525879
	Iteration 4Q: 3 clusters Score -3.216209e+07 nChanged 24591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221235 members 
Mstep: Class 2 contains 212808 members 
Entering Unmasked Estep 
Score: -32178122.000000 Penalty: 6438.525879
	Iteration 5F: 3 clusters Score -3.217812e+07 nChanged 28725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223728 members 
Mstep: Class 2 contains 210315 members 
Entering Unmasked Estep 
Score: -32199270.000000 Penalty: 6438.525879
	Iteration 6F: 3 clusters Score -3.219927e+07 nChanged 31502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228396 members 
Mstep: Class 2 contains 205647 members 
Entering Unmasked Estep 
Score: -32223960.000000 Penalty: 6438.525879
	Iteration 7F: 3 clusters Score -3.222396e+07 nChanged 30984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235228 members 
Mstep: Class 2 contains 198815 members 
Entering Unmasked Estep 
Score: -32248320.000000 Penalty: 6438.525879
	Iteration 8F: 3 clusters Score -3.224832e+07 nChanged 25467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242217 members 
Mstep: Class 2 contains 191826 members 
Entering Unmasked Estep 
Score: -32265856.000000 Penalty: 6438.525879
	Iteration 9F: 3 clusters Score -3.226586e+07 nChanged 16917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248882 members 
Mstep: Class 2 contains 185161 members 
Entering Unmasked Estep 
Score: -32274486.000000 Penalty: 6438.525879
	Iteration 10Q: 3 clusters Score -3.227449e+07 nChanged 11261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255419 members 
Mstep: Class 2 contains 178624 members 
Entering Unmasked Estep 
Score: -32280186.000000 Penalty: 6438.525879
	Iteration 11Q: 3 clusters Score -3.228019e+07 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261984 members 
Mstep: Class 2 contains 172059 members 
Entering Unmasked Estep 
Score: -32284590.000000 Penalty: 6438.525879
	Iteration 12Q: 3 clusters Score -3.228459e+07 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268534 members 
Mstep: Class 2 contains 165509 members 
Entering Unmasked Estep 
Score: -32288598.000000 Penalty: 6438.525879
	Iteration 13Q: 3 clusters Score -3.22886e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274825 members 
Mstep: Class 2 contains 159218 members 
Entering Unmasked Estep 
Score: -32291776.000000 Penalty: 6438.525879
	Iteration 14Q: 3 clusters Score -3.229178e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280840 members 
Mstep: Class 2 contains 153203 members 
Entering Unmasked Estep 
Score: -32294696.000000 Penalty: 6438.525879
	Iteration 15Q: 3 clusters Score -3.22947e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286467 members 
Mstep: Class 2 contains 147576 members 
Entering Unmasked Estep 
Score: -32296890.000000 Penalty: 6438.525879
	Iteration 16Q: 3 clusters Score -3.229689e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291574 members 
Mstep: Class 2 contains 142469 members 
Entering Unmasked Estep 
Score: -32298336.000000 Penalty: 6438.525879
	Iteration 17Q: 3 clusters Score -3.229834e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296289 members 
Mstep: Class 2 contains 137754 members 
Entering Unmasked Estep 
Score: -32299452.000000 Penalty: 6438.525879
	Iteration 18Q: 3 clusters Score -3.229945e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300567 members 
Mstep: Class 2 contains 133476 members 
Entering Unmasked Estep 
Score: -32300490.000000 Penalty: 6438.525879
	Iteration 19Q: 3 clusters Score -3.230049e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304332 members 
Mstep: Class 2 contains 129711 members 
Entering Unmasked Estep 
Score: -32301336.000000 Penalty: 6438.525879
	Iteration 20F: 3 clusters Score -3.230134e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307728 members 
Mstep: Class 2 contains 126315 members 
Entering Unmasked Estep 
Score: -32302156.000000 Penalty: 6438.525879
	Iteration 21Q: 3 clusters Score -3.230216e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310840 members 
Mstep: Class 2 contains 123203 members 
Entering Unmasked Estep 
Score: -32302850.000000 Penalty: 6438.525879
	Iteration 22Q: 3 clusters Score -3.230285e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313724 members 
Mstep: Class 2 contains 120319 members 
Entering Unmasked Estep 
Score: -32303108.000000 Penalty: 6438.525879
	Iteration 23Q: 3 clusters Score -3.230311e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316381 members 
Mstep: Class 2 contains 117662 members 
Entering Unmasked Estep 
Score: -32303460.000000 Penalty: 6438.525879
	Iteration 24Q: 3 clusters Score -3.230346e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318760 members 
Mstep: Class 2 contains 115283 members 
Entering Unmasked Estep 
Score: -32303676.000000 Penalty: 6438.525879
	Iteration 25Q: 3 clusters Score -3.230368e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320929 members 
Mstep: Class 2 contains 113114 members 
Entering Unmasked Estep 
Score: -32303904.000000 Penalty: 6438.525879
	Iteration 26Q: 3 clusters Score -3.23039e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322837 members 
Mstep: Class 2 contains 111206 members 
Entering Unmasked Estep 
Score: -32304164.000000 Penalty: 6438.525879
	Iteration 27Q: 3 clusters Score -3.230416e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324645 members 
Mstep: Class 2 contains 109398 members 
Entering Unmasked Estep 
Score: -32304318.000000 Penalty: 6438.525879
	Iteration 28Q: 3 clusters Score -3.230432e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326311 members 
Mstep: Class 2 contains 107732 members 
Entering Unmasked Estep 
Score: -32304446.000000 Penalty: 6438.525879
	Iteration 29Q: 3 clusters Score -3.230445e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327870 members 
Mstep: Class 2 contains 106173 members 
Entering Unmasked Estep 
Score: -32304670.000000 Penalty: 6438.525879
	Iteration 30Q: 3 clusters Score -3.230467e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329295 members 
Mstep: Class 2 contains 104748 members 
Entering Unmasked Estep 
Score: -32304888.000000 Penalty: 6438.525879
	Iteration 31Q: 3 clusters Score -3.230489e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330588 members 
Mstep: Class 2 contains 103455 members 
Entering Unmasked Estep 
Score: -32305216.000000 Penalty: 6438.525879
	Iteration 32Q: 3 clusters Score -3.230522e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331806 members 
Mstep: Class 2 contains 102237 members 
Entering Unmasked Estep 
Score: -32305432.000000 Penalty: 6438.525879
	Iteration 33Q: 3 clusters Score -3.230543e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332979 members 
Mstep: Class 2 contains 101064 members 
Entering Unmasked Estep 
Score: -32305540.000000 Penalty: 6438.525879
	Iteration 34Q: 3 clusters Score -3.230554e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334024 members 
Mstep: Class 2 contains 100019 members 
Entering Unmasked Estep 
Score: -32305680.000000 Penalty: 6438.525879
	Iteration 35Q: 3 clusters Score -3.230568e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334980 members 
Mstep: Class 2 contains 99063 members 
Entering Unmasked Estep 
Score: -32305774.000000 Penalty: 6438.525879
	Iteration 36Q: 3 clusters Score -3.230577e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335857 members 
Mstep: Class 2 contains 98186 members 
Entering Unmasked Estep 
Score: -32305902.000000 Penalty: 6438.525879
	Iteration 37Q: 3 clusters Score -3.23059e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336745 members 
Mstep: Class 2 contains 97298 members 
Entering Unmasked Estep 
Score: -32305886.000000 Penalty: 6438.525879
	Iteration 38Q: 3 clusters Score -3.230589e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337528 members 
Mstep: Class 2 contains 96515 members 
Entering Unmasked Estep 
Score: -32305892.000000 Penalty: 6438.525879
	Iteration 39Q: 3 clusters Score -3.230589e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338266 members 
Mstep: Class 2 contains 95777 members 
Entering Unmasked Estep 
Score: -32305972.000000 Penalty: 6438.525879
	Iteration 40F: 3 clusters Score -3.230597e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338939 members 
Mstep: Class 2 contains 95104 members 
Entering Unmasked Estep 
Score: -32305964.000000 Penalty: 6438.525879
	Iteration 41Q: 3 clusters Score -3.230596e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339608 members 
Mstep: Class 2 contains 94435 members 
Entering Unmasked Estep 
Score: -32305980.000000 Penalty: 6438.525879
	Iteration 42Q: 3 clusters Score -3.230598e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340220 members 
Mstep: Class 2 contains 93823 members 
Entering Unmasked Estep 
Score: -32306018.000000 Penalty: 6438.525879
	Iteration 43Q: 3 clusters Score -3.230602e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340845 members 
Mstep: Class 2 contains 93198 members 
Entering Unmasked Estep 
Score: -32306044.000000 Penalty: 6438.525879
	Iteration 44Q: 3 clusters Score -3.230604e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341433 members 
Mstep: Class 2 contains 92610 members 
Entering Unmasked Estep 
Score: -32306064.000000 Penalty: 6438.525879
	Iteration 45Q: 3 clusters Score -3.230606e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342003 members 
Mstep: Class 2 contains 92040 members 
Entering Unmasked Estep 
Score: -32306214.000000 Penalty: 6438.525879
	Iteration 46Q: 3 clusters Score -3.230621e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342503 members 
Mstep: Class 2 contains 91540 members 
Entering Unmasked Estep 
Score: -32306144.000000 Penalty: 6438.525879
	Iteration 47Q: 3 clusters Score -3.230614e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342971 members 
Mstep: Class 2 contains 91072 members 
Entering Unmasked Estep 
Score: -32306206.000000 Penalty: 6438.525879
	Iteration 48Q: 3 clusters Score -3.230621e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343431 members 
Mstep: Class 2 contains 90612 members 
Entering Unmasked Estep 
Score: -32306242.000000 Penalty: 6438.525879
	Iteration 49Q: 3 clusters Score -3.230624e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343892 members 
Mstep: Class 2 contains 90151 members 
Entering Unmasked Estep 
Score: -32306222.000000 Penalty: 6438.525879
	Iteration 50Q: 3 clusters Score -3.230622e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344361 members 
Mstep: Class 2 contains 89682 members 
Entering Unmasked Estep 
Score: -32306206.000000 Penalty: 6438.525879
	Iteration 51Q: 3 clusters Score -3.230621e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344766 members 
Mstep: Class 2 contains 89277 members 
Entering Unmasked Estep 
Score: -32306250.000000 Penalty: 6438.525879
	Iteration 52Q: 3 clusters Score -3.230625e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345149 members 
Mstep: Class 2 contains 88894 members 
Entering Unmasked Estep 
Score: -32306370.000000 Penalty: 6438.525879
	Iteration 53Q: 3 clusters Score -3.230637e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345538 members 
Mstep: Class 2 contains 88505 members 
Entering Unmasked Estep 
Score: -32306372.000000 Penalty: 6438.525879
	Iteration 54Q: 3 clusters Score -3.230637e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345892 members 
Mstep: Class 2 contains 88151 members 
Entering Unmasked Estep 
Score: -32306358.000000 Penalty: 6438.525879
	Iteration 55Q: 3 clusters Score -3.230636e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346225 members 
Mstep: Class 2 contains 87818 members 
Entering Unmasked Estep 
Score: -32306334.000000 Penalty: 6438.525879
	Iteration 56Q: 3 clusters Score -3.230633e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346559 members 
Mstep: Class 2 contains 87484 members 
Entering Unmasked Estep 
Score: -32306390.000000 Penalty: 6438.525879
	Iteration 57Q: 3 clusters Score -3.230639e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346860 members 
Mstep: Class 2 contains 87183 members 
Entering Unmasked Estep 
Score: -32306352.000000 Penalty: 6438.525879
	Iteration 58Q: 3 clusters Score -3.230635e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347129 members 
Mstep: Class 2 contains 86914 members 
Entering Unmasked Estep 
Score: -32306400.000000 Penalty: 6438.525879
	Iteration 59Q: 3 clusters Score -3.23064e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347378 members 
Mstep: Class 2 contains 86665 members 
Entering Unmasked Estep 
Score: -32306386.000000 Penalty: 6438.525879
	Iteration 60F: 3 clusters Score -3.230639e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347601 members 
Mstep: Class 2 contains 86442 members 
Entering Unmasked Estep 
Score: -32306356.000000 Penalty: 6438.525879
	Iteration 61Q: 3 clusters Score -3.230636e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347805 members 
Mstep: Class 2 contains 86238 members 
Entering Unmasked Estep 
Score: -32306344.000000 Penalty: 6438.525879
	Iteration 62Q: 3 clusters Score -3.230634e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348006 members 
Mstep: Class 2 contains 86037 members 
Entering Unmasked Estep 
Score: -32306372.000000 Penalty: 6438.525879
	Iteration 63Q: 3 clusters Score -3.230637e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348182 members 
Mstep: Class 2 contains 85861 members 
Entering Unmasked Estep 
Score: -32306390.000000 Penalty: 6438.525879
	Iteration 64Q: 3 clusters Score -3.230639e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348334 members 
Mstep: Class 2 contains 85709 members 
Entering Unmasked Estep 
Score: -32306392.000000 Penalty: 6438.525879
	Iteration 65Q: 3 clusters Score -3.230639e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348489 members 
Mstep: Class 2 contains 85554 members 
Entering Unmasked Estep 
Score: -32306376.000000 Penalty: 6438.525879
	Iteration 66Q: 3 clusters Score -3.230638e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348637 members 
Mstep: Class 2 contains 85406 members 
Entering Unmasked Estep 
Score: -32306412.000000 Penalty: 6438.525879
	Iteration 67Q: 3 clusters Score -3.230641e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348785 members 
Mstep: Class 2 contains 85258 members 
Entering Unmasked Estep 
Score: -32306408.000000 Penalty: 6438.525879
	Iteration 68Q: 3 clusters Score -3.230641e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348915 members 
Mstep: Class 2 contains 85128 members 
Entering Unmasked Estep 
Score: -32306382.000000 Penalty: 6438.525879
	Iteration 69Q: 3 clusters Score -3.230638e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349042 members 
Mstep: Class 2 contains 85001 members 
Entering Unmasked Estep 
Score: -32306428.000000 Penalty: 6438.525879
	Iteration 70Q: 3 clusters Score -3.230643e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349178 members 
Mstep: Class 2 contains 84865 members 
Entering Unmasked Estep 
Score: -32306368.000000 Penalty: 6438.525879
	Iteration 71Q: 3 clusters Score -3.230637e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349302 members 
Mstep: Class 2 contains 84741 members 
Entering Unmasked Estep 
Score: -32306396.000000 Penalty: 6438.525879
	Iteration 72Q: 3 clusters Score -3.23064e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349423 members 
Mstep: Class 2 contains 84620 members 
Entering Unmasked Estep 
Score: -32306370.000000 Penalty: 6438.525879
	Iteration 73Q: 3 clusters Score -3.230637e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349556 members 
Mstep: Class 2 contains 84487 members 
Entering Unmasked Estep 
Score: -32306368.000000 Penalty: 6438.525879
	Iteration 74Q: 3 clusters Score -3.230637e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349660 members 
Mstep: Class 2 contains 84383 members 
Entering Unmasked Estep 
Score: -32306338.000000 Penalty: 6438.525879
	Iteration 75Q: 3 clusters Score -3.230634e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349736 members 
Mstep: Class 2 contains 84307 members 
Entering Unmasked Estep 
Score: -32306308.000000 Penalty: 6438.525879
	Iteration 76Q: 3 clusters Score -3.230631e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349814 members 
Mstep: Class 2 contains 84229 members 
Entering Unmasked Estep 
Score: -32306344.000000 Penalty: 6438.525879
	Iteration 77Q: 3 clusters Score -3.230634e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349885 members 
Mstep: Class 2 contains 84158 members 
Entering Unmasked Estep 
Score: -32306330.000000 Penalty: 6438.525879
	Iteration 78Q: 3 clusters Score -3.230633e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349970 members 
Mstep: Class 2 contains 84073 members 
Entering Unmasked Estep 
Score: -32306344.000000 Penalty: 6438.525879
	Iteration 79Q: 3 clusters Score -3.230634e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350059 members 
Mstep: Class 2 contains 83984 members 
Entering Unmasked Estep 
Score: -32306296.000000 Penalty: 6438.525879
	Iteration 80F: 3 clusters Score -3.23063e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350141 members 
Mstep: Class 2 contains 83902 members 
Entering Unmasked Estep 
Score: -32306332.000000 Penalty: 6438.525879
	Iteration 81Q: 3 clusters Score -3.230633e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350210 members 
Mstep: Class 2 contains 83833 members 
Entering Unmasked Estep 
Score: -32306326.000000 Penalty: 6438.525879
	Iteration 82Q: 3 clusters Score -3.230633e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350253 members 
Mstep: Class 2 contains 83790 members 
Entering Unmasked Estep 
Score: -32306322.000000 Penalty: 6438.525879
	Iteration 83Q: 3 clusters Score -3.230632e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350293 members 
Mstep: Class 2 contains 83750 members 
Entering Unmasked Estep 
Score: -32306314.000000 Penalty: 6438.525879
	Iteration 84Q: 3 clusters Score -3.230631e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350331 members 
Mstep: Class 2 contains 83712 members 
Entering Unmasked Estep 
Score: -32306334.000000 Penalty: 6438.525879
	Iteration 85Q: 3 clusters Score -3.230633e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350360 members 
Mstep: Class 2 contains 83683 members 
Entering Unmasked Estep 
Score: -32306344.000000 Penalty: 6438.525879
	Iteration 86Q: 3 clusters Score -3.230634e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350392 members 
Mstep: Class 2 contains 83651 members 
Entering Unmasked Estep 
Score: -32306350.000000 Penalty: 6438.525879
	Iteration 87Q: 3 clusters Score -3.230635e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350427 members 
Mstep: Class 2 contains 83616 members 
Entering Unmasked Estep 
Score: -32306330.000000 Penalty: 6438.525879
	Iteration 88Q: 3 clusters Score -3.230633e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350481 members 
Mstep: Class 2 contains 83562 members 
Entering Unmasked Estep 
Score: -32306268.000000 Penalty: 6438.525879
	Iteration 89Q: 3 clusters Score -3.230627e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350526 members 
Mstep: Class 2 contains 83517 members 
Entering Unmasked Estep 
Score: -32306292.000000 Penalty: 6438.525879
	Iteration 90Q: 3 clusters Score -3.230629e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350566 members 
Mstep: Class 2 contains 83477 members 
Entering Unmasked Estep 
Score: -32306308.000000 Penalty: 6438.525879
	Iteration 91Q: 3 clusters Score -3.230631e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350601 members 
Mstep: Class 2 contains 83442 members 
Entering Unmasked Estep 
Score: -32306308.000000 Penalty: 6438.525879
	Iteration 92Q: 3 clusters Score -3.230631e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350637 members 
Mstep: Class 2 contains 83406 members 
Entering Unmasked Estep 
Score: -32306324.000000 Penalty: 6438.525879
	Iteration 93Q: 3 clusters Score -3.230632e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350664 members 
Mstep: Class 2 contains 83379 members 
Entering Unmasked Estep 
Score: -32306330.000000 Penalty: 6438.525879
	Iteration 94Q: 3 clusters Score -3.230633e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350688 members 
Mstep: Class 2 contains 83355 members 
Entering Unmasked Estep 
Score: -32306306.000000 Penalty: 6438.525879
	Iteration 95Q: 3 clusters Score -3.230631e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350716 members 
Mstep: Class 2 contains 83327 members 
Entering Unmasked Estep 
Score: -32306320.000000 Penalty: 6438.525879
	Iteration 96Q: 3 clusters Score -3.230632e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350735 members 
Mstep: Class 2 contains 83308 members 
Entering Unmasked Estep 
Score: -32306342.000000 Penalty: 6438.525879
	Iteration 97Q: 3 clusters Score -3.230634e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350752 members 
Mstep: Class 2 contains 83291 members 
Entering Unmasked Estep 
Score: -32306328.000000 Penalty: 6438.525879
	Iteration 98Q: 3 clusters Score -3.230633e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350768 members 
Mstep: Class 2 contains 83275 members 
Entering Unmasked Estep 
Score: -32306316.000000 Penalty: 6438.525879
	Iteration 99Q: 3 clusters Score -3.230632e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350787 members 
Mstep: Class 2 contains 83256 members 
Entering Unmasked Estep 
Score: -32306308.000000 Penalty: 6438.525879
	Iteration 100F: 3 clusters Score -3.230631e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350800 members 
Mstep: Class 2 contains 83243 members 
Entering Unmasked Estep 
Score: -32306292.000000 Penalty: 6438.525879
	Iteration 101Q: 3 clusters Score -3.230629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350813 members 
Mstep: Class 2 contains 83230 members 
Entering Unmasked Estep 
Score: -32306296.000000 Penalty: 6438.525879
	Iteration 102Q: 3 clusters Score -3.23063e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350828 members 
Mstep: Class 2 contains 83215 members 
Entering Unmasked Estep 
Score: -32306300.000000 Penalty: 6438.525879
	Iteration 103Q: 3 clusters Score -3.23063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350838 members 
Mstep: Class 2 contains 83205 members 
Entering Unmasked Estep 
Score: -32306278.000000 Penalty: 6438.525879
	Iteration 104Q: 3 clusters Score -3.230628e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350856 members 
Mstep: Class 2 contains 83187 members 
Entering Unmasked Estep 
Score: -32306258.000000 Penalty: 6438.525879
	Iteration 105Q: 3 clusters Score -3.230626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350867 members 
Mstep: Class 2 contains 83176 members 
Entering Unmasked Estep 
Score: -32306282.000000 Penalty: 6438.525879
	Iteration 106Q: 3 clusters Score -3.230628e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350880 members 
Mstep: Class 2 contains 83163 members 
Entering Unmasked Estep 
Score: -32306284.000000 Penalty: 6438.525879
	Iteration 107Q: 3 clusters Score -3.230628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350889 members 
Mstep: Class 2 contains 83154 members 
Entering Unmasked Estep 
Score: -32306254.000000 Penalty: 6438.525879
	Iteration 108Q: 3 clusters Score -3.230625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350894 members 
Mstep: Class 2 contains 83149 members 
Entering Unmasked Estep 
Score: -32306270.000000 Penalty: 6438.525879
	Iteration 109Q: 3 clusters Score -3.230627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350898 members 
Mstep: Class 2 contains 83145 members 
Entering Unmasked Estep 
Score: -32306272.000000 Penalty: 6438.525879
	Iteration 110Q: 3 clusters Score -3.230627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350901 members 
Mstep: Class 2 contains 83142 members 
Entering Unmasked Estep 
Score: -32306266.000000 Penalty: 6438.525879
	Iteration 111Q: 3 clusters Score -3.230627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350904 members 
Mstep: Class 2 contains 83139 members 
Entering Unmasked Estep 
Score: -32306282.000000 Penalty: 6438.525879
	Iteration 112Q: 3 clusters Score -3.230628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350907 members 
Mstep: Class 2 contains 83136 members 
Entering Unmasked Estep 
Score: -32306268.000000 Penalty: 6438.525879
	Iteration 113Q: 3 clusters Score -3.230627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350914 members 
Mstep: Class 2 contains 83129 members 
Entering Unmasked Estep 
Score: -32306258.000000 Penalty: 6438.525879
	Iteration 114Q: 3 clusters Score -3.230626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350918 members 
Mstep: Class 2 contains 83125 members 
Entering Unmasked Estep 
Score: -32306256.000000 Penalty: 6438.525879
	Iteration 115Q: 3 clusters Score -3.230626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350922 members 
Mstep: Class 2 contains 83121 members 
Entering Unmasked Estep 
Score: -32306264.000000 Penalty: 6438.525879
	Iteration 116Q: 3 clusters Score -3.230626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350929 members 
Mstep: Class 2 contains 83114 members 
Entering Unmasked Estep 
Score: -32306264.000000 Penalty: 6438.525879
	Iteration 117Q: 3 clusters Score -3.230626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350939 members 
Mstep: Class 2 contains 83104 members 
Entering Unmasked Estep 
Score: -32306288.000000 Penalty: 6438.525879
	Iteration 118Q: 3 clusters Score -3.230629e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350951 members 
Mstep: Class 2 contains 83092 members 
Entering Unmasked Estep 
Score: -32306294.000000 Penalty: 6438.525879
	Iteration 119Q: 3 clusters Score -3.230629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350964 members 
Mstep: Class 2 contains 83079 members 
Entering Unmasked Estep 
Score: -32306292.000000 Penalty: 6438.525879
	Iteration 120F: 3 clusters Score -3.230629e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350975 members 
Mstep: Class 2 contains 83068 members 
Entering Unmasked Estep 
Score: -32306312.000000 Penalty: 6438.525879
	Iteration 121Q: 3 clusters Score -3.230631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350983 members 
Mstep: Class 2 contains 83060 members 
Entering Unmasked Estep 
Score: -32306318.000000 Penalty: 6438.525879
	Iteration 122Q: 3 clusters Score -3.230632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350993 members 
Mstep: Class 2 contains 83050 members 
Entering Unmasked Estep 
Score: -32306292.000000 Penalty: 6438.525879
	Iteration 123Q: 3 clusters Score -3.230629e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351004 members 
Mstep: Class 2 contains 83039 members 
Entering Unmasked Estep 
Score: -32306294.000000 Penalty: 6438.525879
	Iteration 124Q: 3 clusters Score -3.230629e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351012 members 
Mstep: Class 2 contains 83031 members 
Entering Unmasked Estep 
Score: -32306288.000000 Penalty: 6438.525879
	Iteration 125Q: 3 clusters Score -3.230629e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351020 members 
Mstep: Class 2 contains 83023 members 
Entering Unmasked Estep 
Score: -32306270.000000 Penalty: 6438.525879
	Iteration 126Q: 3 clusters Score -3.230627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351025 members 
Mstep: Class 2 contains 83018 members 
Entering Unmasked Estep 
Score: -32306294.000000 Penalty: 6438.525879
	Iteration 127Q: 3 clusters Score -3.230629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351030 members 
Mstep: Class 2 contains 83013 members 
Entering Unmasked Estep 
Score: -32306290.000000 Penalty: 6438.525879
	Iteration 128Q: 3 clusters Score -3.230629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351034 members 
Mstep: Class 2 contains 83009 members 
Entering Unmasked Estep 
Score: -32306296.000000 Penalty: 6438.525879
	Iteration 129Q: 3 clusters Score -3.23063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351035 members 
Mstep: Class 2 contains 83008 members 
Entering Unmasked Estep 
Score: -32306300.000000 Penalty: 6438.525879
	Iteration 130Q: 3 clusters Score -3.23063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351035 members 
Mstep: Class 2 contains 83008 members 
Entering Unmasked Estep 
Score: -32306300.000000 Penalty: 6438.525879
	Iteration 131F: 3 clusters Score -3.23063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 351035 members 
Mstep: Class 2 contains 36518 members 
Mstep: Class 3 contains 70142 members 
Mstep: Class 4 contains 3339 members 
Mstep: Class 5 contains 15201 members 
Mstep: Class 6 contains 22921 members 
Mstep: Class 7 contains 19481 members 
Mstep: Class 8 contains 36311 members 
Mstep: Class 9 contains 26356 members 
Mstep: Class 10 contains 119130 members 
Mstep: Class 11 contains 3163 members 
Mstep: Class 12 contains 83008 members 
Mstep: Class 13 contains 206691 members 
Mstep: Class 14 contains 13704 members 
Mstep: Class 15 contains 12908 members 
Mstep: Class 16 contains 55650 members 
Mstep: Class 17 contains 4953 members 
Mstep: Class 18 contains 7626 members 
Mstep: Class 19 contains 6587 members 
Mstep: Class 20 contains 27516 members 
Mstep: Class 21 contains 5131 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 193344 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 40844 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 5170 members 
Mstep: Class 28 contains 29108 members 
Mstep: Class 29 contains 5338 members 
Entering Unmasked Estep 
Score: -102234232.000000 Penalty: 101862.882812
Splitting cluster 1 changes total score from -102232936.000000 to -102234232.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 2 (36518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Entering Unmasked Estep 
Score: -2886540.250000 Penalty: 2605.379150
	Iteration 0F: 2 clusters Score -2886540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2861839.500000 Penalty: 5210.758301
	Iteration 0F: 3 clusters Score -2861840 nChanged 16719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2871182.500000 Penalty: 5210.758301
	Iteration 1F: 3 clusters Score -2871182 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2871918.250000 Penalty: 5210.758301
	Iteration 2F: 3 clusters Score -2871918 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2872637.250000 Penalty: 5210.758301
	Iteration 3Q: 3 clusters Score -2872637 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2873391.500000 Penalty: 5210.758301
	Iteration 4Q: 3 clusters Score -2873392 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2874387.250000 Penalty: 5210.758301
	Iteration 5Q: 3 clusters Score -2874387 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2875722.750000 Penalty: 5210.758301
	Iteration 6F: 3 clusters Score -2875723 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2877261 nChanged 1934
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -2878669 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2879773.250000 Penalty: 5210.758301
	Iteration 9Q: 3 clusters Score -2879773 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2880621.500000 Penalty: 5210.758301
	Iteration 10Q: 3 clusters Score -2880622 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2881248.000000 Penalty: 5210.758301
	Iteration 11Q: 3 clusters Score -2881248 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2881695.500000 Penalty: 5210.758301
	Iteration 12Q: 3 clusters Score -2881696 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2882123.500000 Penalty: 5210.758301
	Iteration 13Q: 3 clusters Score -2882124 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2882493.500000 Penalty: 5210.758301
	Iteration 14Q: 3 clusters Score -2882494 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2882779.750000 Penalty: 5210.758301
	Iteration 15Q: 3 clusters Score -2882780 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2883021.000000 Penalty: 5210.758301
	Iteration 16Q: 3 clusters Score -2883021 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2883250.500000 Penalty: 5210.758301
	Iteration 17Q: 3 clusters Score -2883250 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2883431.250000 Penalty: 5210.758301
	Iteration 18Q: 3 clusters Score -2883431 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2883581.000000 Penalty: 5210.758301
	Iteration 19Q: 3 clusters Score -2883581 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2883701.500000 Penalty: 5210.758301
	Iteration 20F: 3 clusters Score -2883702 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2883785.250000 Penalty: 5210.758301
	Iteration 21Q: 3 clusters Score -2883785 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2883862.250000 Penalty: 5210.758301
	Iteration 22Q: 3 clusters Score -2883862 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2883910.000000 Penalty: 5210.758301
	Iteration 23Q: 3 clusters Score -2883910 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2883954.750000 Penalty: 5210.758301
	Iteration 24Q: 3 clusters Score -2883955 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -2883995.000000 Penalty: 5210.758301
	Iteration 25Q: 3 clusters Score -2883995 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2884033.250000 Penalty: 5210.758301
	Iteration 26Q: 3 clusters Score -2884033 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -2884052.000000 Penalty: 5210.758301
	Iteration 27Q: 3 clusters Score -2884052 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2884081.750000 Penalty: 5210.758301
	Iteration 28Q: 3 clusters Score -2884082 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2884118.500000 Penalty: 5210.758301
	Iteration 29Q: 3 clusters Score -2884118 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2884136.250000 Penalty: 5210.758301
	Iteration 30Q: 3 clusters Score -2884136 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2884157.250000 Penalty: 5210.758301
	Iteration 31Q: 3 clusters Score -2884157 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2884178.250000 Penalty: 5210.758301
	Iteration 32Q: 3 clusters Score -2884178 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2884202.250000 Penalty: 5210.758301
	Iteration 33Q: 3 clusters Score -2884202 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2884211.250000 Penalty: 5210.758301
	Iteration 34Q: 3 clusters Score -2884211 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2884219.250000 Penalty: 5210.758301
	Iteration 35Q: 3 clusters Score -2884219 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2884231.500000 Penalty: 5210.758301
	Iteration 36Q: 3 clusters Score -2884232 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2884241.500000 Penalty: 5210.758301
	Iteration 37Q: 3 clusters Score -2884242 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2884259.750000 Penalty: 5210.758301
	Iteration 38Q: 3 clusters Score -2884260 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2884265.750000 Penalty: 5210.758301
	Iteration 39Q: 3 clusters Score -2884266 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2884287.500000 Penalty: 5210.758301
	Iteration 40F: 3 clusters Score -2884288 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2884288 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2884293.500000 Penalty: 5210.758301
	Iteration 42Q: 3 clusters Score -2884294 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2884305.500000 Penalty: 5210.758301
	Iteration 43Q: 3 clusters Score -2884306 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2884314.000000 Penalty: 5210.758301
	Iteration 44Q: 3 clusters Score -2884314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2884328.750000 Penalty: 5210.758301
	Iteration 45Q: 3 clusters Score -2884329 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2884346.000000 Penalty: 5210.758301
	Iteration 46Q: 3 clusters Score -2884346 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2884366.250000 Penalty: 5210.758301
	Iteration 47Q: 3 clusters Score -2884366 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2884381.500000 Penalty: 5210.758301
	Iteration 48Q: 3 clusters Score -2884382 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2884394.750000 Penalty: 5210.758301
	Iteration 49Q: 3 clusters Score -2884395 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2884410.500000 Penalty: 5210.758301
	Iteration 50Q: 3 clusters Score -2884410 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2884424.000000 Penalty: 5210.758301
	Iteration 51Q: 3 clusters Score -2884424 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2884428.000000 Penalty: 5210.758301
	Iteration 52Q: 3 clusters Score -2884428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2884430.750000 Penalty: 5210.758301
	Iteration 53Q: 3 clusters Score -2884431 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2884449.250000 Penalty: 5210.758301
	Iteration 54Q: 3 clusters Score -2884449 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2884448.500000 Penalty: 5210.758301
	Iteration 55Q: 3 clusters Score -2884448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2884456.000000 Penalty: 5210.758301
	Iteration 56Q: 3 clusters Score -2884456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2884462.250000 Penalty: 5210.758301
	Iteration 57Q: 3 clusters Score -2884462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2884466.500000 Penalty: 5210.758301
	Iteration 58Q: 3 clusters Score -2884466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2884477.250000 Penalty: 5210.758301
	Iteration 59Q: 3 clusters Score -2884477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2884477.000000 Penalty: 5210.758301
	Iteration 60F: 3 clusters Score -2884477 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2884481.750000 Penalty: 5210.758301
	Iteration 61Q: 3 clusters Score -2884482 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2884485.000000 Penalty: 5210.758301
	Iteration 62Q: 3 clusters Score -2884485 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34319 members 
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Entering Unmasked Estep 
Score: -2884488.000000 Penalty: 5210.758301
	Iteration 63Q: 3 clusters Score -2884488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2884488.750000 Penalty: 5210.758301
	Iteration 64Q: 3 clusters Score -2884489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2884494.750000 Penalty: 5210.758301
	Iteration 65Q: 3 clusters Score -2884495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2884504.000000 Penalty: 5210.758301
	Iteration 66Q: 3 clusters Score -2884504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2884510.000000 Penalty: 5210.758301
	Iteration 67Q: 3 clusters Score -2884510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2884506.000000 Penalty: 5210.758301
	Iteration 68Q: 3 clusters Score -2884506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2884514.250000 Penalty: 5210.758301
	Iteration 69Q: 3 clusters Score -2884514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2884528.500000 Penalty: 5210.758301
	Iteration 70Q: 3 clusters Score -2884528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2884528.750000 Penalty: 5210.758301
	Iteration 71Q: 3 clusters Score -2884529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2884533.750000 Penalty: 5210.758301
	Iteration 72Q: 3 clusters Score -2884534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2884531.250000 Penalty: 5210.758301
	Iteration 73Q: 3 clusters Score -2884531 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2884530.500000 Penalty: 5210.758301
	Iteration 74Q: 3 clusters Score -2884530 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2884529.750000 Penalty: 5210.758301
	Iteration 75Q: 3 clusters Score -2884530 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2884531.750000 Penalty: 5210.758301
	Iteration 76Q: 3 clusters Score -2884532 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2884534.750000 Penalty: 5210.758301
	Iteration 77Q: 3 clusters Score -2884535 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2884534.000000 Penalty: 5210.758301
	Iteration 78Q: 3 clusters Score -2884534 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2884535.250000 Penalty: 5210.758301
	Iteration 79Q: 3 clusters Score -2884535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2884534.750000 Penalty: 5210.758301
	Iteration 80F: 3 clusters Score -2884535 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2884541.250000 Penalty: 5210.758301
	Iteration 81Q: 3 clusters Score -2884541 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2884541.250000 Penalty: 5210.758301
	Iteration 82Q: 3 clusters Score -2884541 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2884542.250000 Penalty: 5210.758301
	Iteration 83Q: 3 clusters Score -2884542 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2884545.000000 Penalty: 5210.758301
	Iteration 84Q: 3 clusters Score -2884545 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2884547.000000 Penalty: 5210.758301
	Iteration 85Q: 3 clusters Score -2884547 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2884545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2884546.000000 Penalty: 5210.758301
	Iteration 87Q: 3 clusters Score -2884546 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2884543.000000 Penalty: 5210.758301
	Iteration 88Q: 3 clusters Score -2884543 nChanged 3
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Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2884544.750000 Penalty: 5210.758301
	Iteration 89Q: 3 clusters Score -2884545 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2884549.750000 Penalty: 5210.758301
	Iteration 90Q: 3 clusters Score -2884550 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2884550.750000 Penalty: 5210.758301
	Iteration 91Q: 3 clusters Score -2884551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2884546.000000 Penalty: 5210.758301
	Iteration 92Q: 3 clusters Score -2884546 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2884550.500000 Penalty: 5210.758301
	Iteration 93Q: 3 clusters Score -2884550 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2884554.750000 Penalty: 5210.758301
	Iteration 94Q: 3 clusters Score -2884555 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2884554.500000 Penalty: 5210.758301
	Iteration 95Q: 3 clusters Score -2884554 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2884555.500000 Penalty: 5210.758301
	Iteration 96Q: 3 clusters Score -2884556 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2884554.250000 Penalty: 5210.758301
	Iteration 97Q: 3 clusters Score -2884554 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2884558.250000 Penalty: 5210.758301
	Iteration 98Q: 3 clusters Score -2884558 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2884557.500000 Penalty: 5210.758301
	Iteration 99Q: 3 clusters Score -2884558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2884558.750000 Penalty: 5210.758301
	Iteration 100F: 3 clusters Score -2884559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2884557.750000 Penalty: 5210.758301
	Iteration 101Q: 3 clusters Score -2884558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2884560.000000 Penalty: 5210.758301
	Iteration 102Q: 3 clusters Score -2884560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2884560.250000 Penalty: 5210.758301
	Iteration 103Q: 3 clusters Score -2884560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2884560.500000 Penalty: 5210.758301
	Iteration 104Q: 3 clusters Score -2884560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2884560.500000 Penalty: 5210.758301
	Iteration 105F: 3 clusters Score -2884560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (70142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70142 members 
Entering Unmasked Estep 
Score: -5398509.500000 Penalty: 2767.252930
	Iteration 0F: 2 clusters Score -5398510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -5351285.500000 Penalty: 5534.505859
	Iteration 0F: 3 clusters Score -5351286 nChanged 32960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -5369899.000000 Penalty: 5534.505859
	Iteration 1F: 3 clusters Score -5369899 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -5370338.500000 Penalty: 5534.505859
	Iteration 2Q: 3 clusters Score -5370338 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -5370789.000000 Penalty: 5534.505859
	Iteration 3Q: 3 clusters Score -5370789 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -5371243.500000 Penalty: 5534.505859
	Iteration 4Q: 3 clusters Score -5371244 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -5371705.500000 Penalty: 5534.505859
	Iteration 5Q: 3 clusters Score -5371706 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -5372364.500000 Penalty: 5534.505859
	Iteration 6Q: 3 clusters Score -5372364 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -5373139.500000 Penalty: 5534.505859
	Iteration 7Q: 3 clusters Score -5373140 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -5374315.000000 Penalty: 5534.505859
	Iteration 8Q: 3 clusters Score -5374315 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -5376122.000000 Penalty: 5534.505859
	Iteration 9Q: 3 clusters Score -5376122 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -5378822.500000 Penalty: 5534.505859
	Iteration 10F: 3 clusters Score -5378822 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53588 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -5382421.000000 Penalty: 5534.505859
	Iteration 11F: 3 clusters Score -5382421 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58286 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -5386396.500000 Penalty: 5534.505859
	Iteration 12F: 3 clusters Score -5386396 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62424 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -5390021.000000 Penalty: 5534.505859
	Iteration 13F: 3 clusters Score -5390021 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65471 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -5392611.000000 Penalty: 5534.505859
	Iteration 14Q: 3 clusters Score -5392611 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67432 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -5394328.000000 Penalty: 5534.505859
	Iteration 15Q: 3 clusters Score -5394328 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68496 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -5395268.500000 Penalty: 5534.505859
	Iteration 16Q: 3 clusters Score -5395268 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69043 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5395777.500000 Penalty: 5534.505859
	Iteration 17Q: 3 clusters Score -5395778 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69300 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5396079.000000 Penalty: 5534.505859
	Iteration 18Q: 3 clusters Score -5396079 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69409 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5396260.500000 Penalty: 5534.505859
	Iteration 19Q: 3 clusters Score -5396260 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69457 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5396340.000000 Penalty: 5534.505859
	Iteration 20F: 3 clusters Score -5396340 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69476 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5396386.000000 Penalty: 5534.505859
	Iteration 21Q: 3 clusters Score -5396386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69483 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5396413.000000 Penalty: 5534.505859
	Iteration 22Q: 3 clusters Score -5396413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69490 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5396430.500000 Penalty: 5534.505859
	Iteration 23Q: 3 clusters Score -5396430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69498 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5396439.500000 Penalty: 5534.505859
	Iteration 24Q: 3 clusters Score -5396440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69501 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5396453.000000 Penalty: 5534.505859
	Iteration 25Q: 3 clusters Score -5396453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69506 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5396468.000000 Penalty: 5534.505859
	Iteration 26Q: 3 clusters Score -5396468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69514 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5396475.500000 Penalty: 5534.505859
	Iteration 27Q: 3 clusters Score -5396476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69516 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5396487.000000 Penalty: 5534.505859
	Iteration 28Q: 3 clusters Score -5396487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69518 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5396488.500000 Penalty: 5534.505859
	Iteration 29Q: 3 clusters Score -5396488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69519 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5396486.500000 Penalty: 5534.505859
	Iteration 30Q: 3 clusters Score -5396486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69520 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5396486.500000 Penalty: 5534.505859
	Iteration 31Q: 3 clusters Score -5396486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69521 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5396485.000000 Penalty: 5534.505859
	Iteration 32Q: 3 clusters Score -5396485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69522 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5396486.500000 Penalty: 5534.505859
	Iteration 33Q: 3 clusters Score -5396486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69524 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5396486.500000 Penalty: 5534.505859
	Iteration 34Q: 3 clusters Score -5396486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69530 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5396490.500000 Penalty: 5534.505859
	Iteration 35Q: 3 clusters Score -5396490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69532 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5396491.000000 Penalty: 5534.505859
	Iteration 36Q: 3 clusters Score -5396491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69533 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5396490.000000 Penalty: 5534.505859
	Iteration 37Q: 3 clusters Score -5396490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69532 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5396498.500000 Penalty: 5534.505859
	Iteration 38Q: 3 clusters Score -5396498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69532 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5396502.500000 Penalty: 5534.505859
	Iteration 39Q: 3 clusters Score -5396502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69532 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5396503.000000 Penalty: 5534.505859
	Iteration 40F: 3 clusters Score -5396503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69533 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5396504.500000 Penalty: 5534.505859
	Iteration 41Q: 3 clusters Score -5396504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69532 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5396503.500000 Penalty: 5534.505859
	Iteration 42Q: 3 clusters Score -5396504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69532 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5396503.500000 Penalty: 5534.505859
	Iteration 43F: 3 clusters Score -5396504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -232785.781250 Penalty: 2012.129639
	Iteration 0F: 2 clusters Score -232785.8 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 1666 members 
Entering Unmasked Estep 
Score: -229282.203125 Penalty: 4024.259277
	Iteration 0F: 3 clusters Score -229282.2 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -230143.156250 Penalty: 4024.259277
	Iteration 1F: 3 clusters Score -230143.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -230446.875000 Penalty: 4024.259277
	Iteration 2F: 3 clusters Score -230446.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -230659.671875 Penalty: 4024.259277
	Iteration 3F: 3 clusters Score -230659.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -230903.906250 Penalty: 4024.259277
	Iteration 4F: 3 clusters Score -230903.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -231215.015625 Penalty: 4024.259277
	Iteration 5F: 3 clusters Score -231215 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -231504.828125 Penalty: 4024.259277
	Iteration 6F: 3 clusters Score -231504.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -231737.265625 Penalty: 4024.259277
	Iteration 7F: 3 clusters Score -231737.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -231932.062500 Penalty: 4024.259277
	Iteration 8Q: 3 clusters Score -231932.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -232083.765625 Penalty: 4024.259277
	Iteration 9Q: 3 clusters Score -232083.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -232215.984375 Penalty: 4024.259277
	Iteration 10Q: 3 clusters Score -232216 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -232319.890625 Penalty: 4024.259277
	Iteration 11Q: 3 clusters Score -232319.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -232401.406250 Penalty: 4024.259277
	Iteration 12Q: 3 clusters Score -232401.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -232487.671875 Penalty: 4024.259277
	Iteration 13Q: 3 clusters Score -232487.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -232552.578125 Penalty: 4024.259277
	Iteration 14Q: 3 clusters Score -232552.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -232600.234375 Penalty: 4024.259277
	Iteration 15Q: 3 clusters Score -232600.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -232648.234375 Penalty: 4024.259277
	Iteration 16Q: 3 clusters Score -232648.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -232710.562500 Penalty: 4024.259277
	Iteration 17Q: 3 clusters Score -232710.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -232801.171875 Penalty: 4024.259277
	Iteration 18Q: 3 clusters Score -232801.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -232956.515625 Penalty: 4024.259277
	Iteration 19Q: 3 clusters Score -232956.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -233183.328125 Penalty: 4024.259277
	Iteration 20F: 3 clusters Score -233183.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -233354.203125 Penalty: 4024.259277
	Iteration 21Q: 3 clusters Score -233354.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -233387.453125 Penalty: 4024.259277
	Iteration 22Q: 3 clusters Score -233387.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -233392.656250 Penalty: 4024.259277
	Iteration 23Q: 3 clusters Score -233392.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -233397.328125 Penalty: 4024.259277
	Iteration 24Q: 3 clusters Score -233397.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -233403.093750 Penalty: 4024.259277
	Iteration 25Q: 3 clusters Score -233403.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -233416.015625 Penalty: 4024.259277
	Iteration 26Q: 3 clusters Score -233416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -233424.171875 Penalty: 4024.259277
	Iteration 27Q: 3 clusters Score -233424.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -233426.281250 Penalty: 4024.259277
	Iteration 28Q: 3 clusters Score -233426.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -233428.453125 Penalty: 4024.259277
	Iteration 29Q: 3 clusters Score -233428.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -233433.562500 Penalty: 4024.259277
	Iteration 30Q: 3 clusters Score -233433.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -233436.734375 Penalty: 4024.259277
	Iteration 31Q: 3 clusters Score -233436.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -233443.000000 Penalty: 4024.259277
	Iteration 32Q: 3 clusters Score -233443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -233470.265625 Penalty: 4024.259277
	Iteration 33Q: 3 clusters Score -233470.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -233596.171875 Penalty: 4024.259277
	Iteration 34Q: 3 clusters Score -233596.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -233860.703125 Penalty: 4024.259277
	Iteration 35Q: 3 clusters Score -233860.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -234061.140625 Penalty: 4024.259277
	Iteration 36Q: 3 clusters Score -234061.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -234102.500000 Penalty: 4024.259277
	Iteration 37Q: 3 clusters Score -234102.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -234107.328125 Penalty: 4024.259277
	Iteration 38Q: 3 clusters Score -234107.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -234111.546875 Penalty: 4024.259277
	Iteration 39Q: 3 clusters Score -234111.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -234113.687500 Penalty: 4024.259277
	Iteration 40F: 3 clusters Score -234113.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 351035 members 
Mstep: Class 2 contains 36518 members 
Mstep: Class 3 contains 70142 members 
Mstep: Class 4 contains 1857 members 
Mstep: Class 5 contains 15201 members 
Mstep: Class 6 contains 22921 members 
Mstep: Class 7 contains 19481 members 
Mstep: Class 8 contains 36311 members 
Mstep: Class 9 contains 26356 members 
Mstep: Class 10 contains 119130 members 
Mstep: Class 11 contains 3163 members 
Mstep: Class 12 contains 83008 members 
Mstep: Class 13 contains 206691 members 
Mstep: Class 14 contains 13704 members 
Mstep: Class 15 contains 12908 members 
Mstep: Class 16 contains 55650 members 
Mstep: Class 17 contains 4953 members 
Mstep: Class 18 contains 7626 members 
Mstep: Class 19 contains 6587 members 
Mstep: Class 20 contains 27516 members 
Mstep: Class 21 contains 5131 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 193344 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 40844 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 5170 members 
Mstep: Class 28 contains 29108 members 
Mstep: Class 29 contains 5338 members 
Mstep: Class 30 contains 1482 members 
Entering Unmasked Estep 
Score: -102234352.000000 Penalty: 105375.398438
Splitting cluster 4 changes total score from -102232936.000000 to -102234352.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 5 (15201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Entering Unmasked Estep 
Score: -1113556.250000 Penalty: 2388.020752
	Iteration 0F: 2 clusters Score -1113556 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 7627 members 
Entering Unmasked Estep 
Score: -1102532.125000 Penalty: 4776.041504
	Iteration 0F: 3 clusters Score -1102532 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1106047.875000 Penalty: 4776.041504
	Iteration 1F: 3 clusters Score -1106048 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1106389.125000 Penalty: 4776.041504
	Iteration 2F: 3 clusters Score -1106389 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1106686.625000 Penalty: 4776.041504
	Iteration 3Q: 3 clusters Score -1106687 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1106971.125000 Penalty: 4776.041504
	Iteration 4Q: 3 clusters Score -1106971 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1107287.750000 Penalty: 4776.041504
	Iteration 5Q: 3 clusters Score -1107288 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1107710.125000 Penalty: 4776.041504
	Iteration 6Q: 3 clusters Score -1107710 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1108312.625000 Penalty: 4776.041504
	Iteration 7F: 3 clusters Score -1108313 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1109026.500000 Penalty: 4776.041504
	Iteration 8F: 3 clusters Score -1109026 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1109751.500000 Penalty: 4776.041504
	Iteration 9F: 3 clusters Score -1109752 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1110321.250000 Penalty: 4776.041504
	Iteration 10F: 3 clusters Score -1110321 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1110702.750000 Penalty: 4776.041504
	Iteration 11Q: 3 clusters Score -1110703 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1110936.500000 Penalty: 4776.041504
	Iteration 12Q: 3 clusters Score -1110936 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1111070.125000 Penalty: 4776.041504
	Iteration 13Q: 3 clusters Score -1111070 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1111168.375000 Penalty: 4776.041504
	Iteration 14Q: 3 clusters Score -1111168 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1111228.250000 Penalty: 4776.041504
	Iteration 15Q: 3 clusters Score -1111228 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1111290.125000 Penalty: 4776.041504
	Iteration 16Q: 3 clusters Score -1111290 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1111333.125000 Penalty: 4776.041504
	Iteration 17Q: 3 clusters Score -1111333 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1111367.125000 Penalty: 4776.041504
	Iteration 18Q: 3 clusters Score -1111367 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1111395.500000 Penalty: 4776.041504
	Iteration 19Q: 3 clusters Score -1111396 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1111415.625000 Penalty: 4776.041504
	Iteration 20F: 3 clusters Score -1111416 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1111427.250000 Penalty: 4776.041504
	Iteration 21Q: 3 clusters Score -1111427 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1111446.875000 Penalty: 4776.041504
	Iteration 22Q: 3 clusters Score -1111447 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1111458.250000 Penalty: 4776.041504
	Iteration 23Q: 3 clusters Score -1111458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1111473.750000 Penalty: 4776.041504
	Iteration 24Q: 3 clusters Score -1111474 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1111482.875000 Penalty: 4776.041504
	Iteration 25Q: 3 clusters Score -1111483 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1111498.875000 Penalty: 4776.041504
	Iteration 26Q: 3 clusters Score -1111499 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1111510.750000 Penalty: 4776.041504
	Iteration 27Q: 3 clusters Score -1111511 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1111522.625000 Penalty: 4776.041504
	Iteration 28Q: 3 clusters Score -1111523 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1111536.125000 Penalty: 4776.041504
	Iteration 29Q: 3 clusters Score -1111536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1111548.500000 Penalty: 4776.041504
	Iteration 30Q: 3 clusters Score -1111548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1111556.750000 Penalty: 4776.041504
	Iteration 31Q: 3 clusters Score -1111557 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1111565.625000 Penalty: 4776.041504
	Iteration 32Q: 3 clusters Score -1111566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1111575.250000 Penalty: 4776.041504
	Iteration 33Q: 3 clusters Score -1111575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1111575.750000 Penalty: 4776.041504
	Iteration 34Q: 3 clusters Score -1111576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1111580.375000 Penalty: 4776.041504
	Iteration 35Q: 3 clusters Score -1111580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1111579.000000 Penalty: 4776.041504
	Iteration 36Q: 3 clusters Score -1111579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1111580.375000 Penalty: 4776.041504
	Iteration 37Q: 3 clusters Score -1111580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1111581.000000 Penalty: 4776.041504
	Iteration 38Q: 3 clusters Score -1111581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1111583.500000 Penalty: 4776.041504
	Iteration 39Q: 3 clusters Score -1111584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1111583.500000 Penalty: 4776.041504
	Iteration 40F: 3 clusters Score -1111584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Entering Unmasked Estep 
Score: -1644763.250000 Penalty: 2489.872803
	Iteration 0F: 2 clusters Score -1644763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1628829.000000 Penalty: 4979.745605
	Iteration 0F: 3 clusters Score -1628829 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1634648.250000 Penalty: 4979.745605
	Iteration 1F: 3 clusters Score -1634648 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1635458.750000 Penalty: 4979.745605
	Iteration 2F: 3 clusters Score -1635459 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1636396.625000 Penalty: 4979.745605
	Iteration 3F: 3 clusters Score -1636397 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1637436.000000 Penalty: 4979.745605
	Iteration 4F: 3 clusters Score -1637436 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1638469.750000 Penalty: 4979.745605
	Iteration 5F: 3 clusters Score -1638470 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1639477.125000 Penalty: 4979.745605
	Iteration 6F: 3 clusters Score -1639477 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1640403.750000 Penalty: 4979.745605
	Iteration 7F: 3 clusters Score -1640404 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1641274.125000 Penalty: 4979.745605
	Iteration 8F: 3 clusters Score -1641274 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1641935.250000 Penalty: 4979.745605
	Iteration 9Q: 3 clusters Score -1641935 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1642329.375000 Penalty: 4979.745605
	Iteration 10Q: 3 clusters Score -1642329 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1642544.000000 Penalty: 4979.745605
	Iteration 11Q: 3 clusters Score -1642544 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1642662.875000 Penalty: 4979.745605
	Iteration 12Q: 3 clusters Score -1642663 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1642740.625000 Penalty: 4979.745605
	Iteration 13Q: 3 clusters Score -1642741 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1642791.000000 Penalty: 4979.745605
	Iteration 14Q: 3 clusters Score -1642791 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1642823.375000 Penalty: 4979.745605
	Iteration 15Q: 3 clusters Score -1642823 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1642852.375000 Penalty: 4979.745605
	Iteration 16Q: 3 clusters Score -1642852 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1642885.000000 Penalty: 4979.745605
	Iteration 17Q: 3 clusters Score -1642885 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1642890.125000 Penalty: 4979.745605
	Iteration 18Q: 3 clusters Score -1642890 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1642904.750000 Penalty: 4979.745605
	Iteration 19Q: 3 clusters Score -1642905 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1642919.875000 Penalty: 4979.745605
	Iteration 20F: 3 clusters Score -1642920 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1642922.625000 Penalty: 4979.745605
	Iteration 21Q: 3 clusters Score -1642923 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1642929.875000 Penalty: 4979.745605
	Iteration 22Q: 3 clusters Score -1642930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1642936.875000 Penalty: 4979.745605
	Iteration 23Q: 3 clusters Score -1642937 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1642934.125000 Penalty: 4979.745605
	Iteration 24Q: 3 clusters Score -1642934 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1642936.125000 Penalty: 4979.745605
	Iteration 25Q: 3 clusters Score -1642936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1642948.875000 Penalty: 4979.745605
	Iteration 26Q: 3 clusters Score -1642949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1642947.000000 Penalty: 4979.745605
	Iteration 27Q: 3 clusters Score -1642947 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1642951.375000 Penalty: 4979.745605
	Iteration 28Q: 3 clusters Score -1642951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1642954.000000 Penalty: 4979.745605
	Iteration 29Q: 3 clusters Score -1642954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1642954.125000 Penalty: 4979.745605
	Iteration 30Q: 3 clusters Score -1642954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1642957.000000 Penalty: 4979.745605
	Iteration 31Q: 3 clusters Score -1642957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1642956.750000 Penalty: 4979.745605
	Iteration 32Q: 3 clusters Score -1642957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1642959.875000 Penalty: 4979.745605
	Iteration 33Q: 3 clusters Score -1642960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1642961.125000 Penalty: 4979.745605
	Iteration 34Q: 3 clusters Score -1642961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1642960.750000 Penalty: 4979.745605
	Iteration 35Q: 3 clusters Score -1642961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1642963.250000 Penalty: 4979.745605
	Iteration 36Q: 3 clusters Score -1642963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1642957.250000 Penalty: 4979.745605
	Iteration 37Q: 3 clusters Score -1642957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1642958.625000 Penalty: 4979.745605
	Iteration 38Q: 3 clusters Score -1642959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1642961.500000 Penalty: 4979.745605
	Iteration 39Q: 3 clusters Score -1642962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1642958.375000 Penalty: 4979.745605
	Iteration 40F: 3 clusters Score -1642958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1642959.375000 Penalty: 4979.745605
	Iteration 41Q: 3 clusters Score -1642959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1642960.875000 Penalty: 4979.745605
	Iteration 42Q: 3 clusters Score -1642961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1642960.375000 Penalty: 4979.745605
	Iteration 43Q: 3 clusters Score -1642960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1642960.500000 Penalty: 4979.745605
	Iteration 44Q: 3 clusters Score -1642960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1642962.250000 Penalty: 4979.745605
	Iteration 45Q: 3 clusters Score -1642962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1642961.875000 Penalty: 4979.745605
	Iteration 46Q: 3 clusters Score -1642962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1642958.250000 Penalty: 4979.745605
	Iteration 47Q: 3 clusters Score -1642958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1642964.750000 Penalty: 4979.745605
	Iteration 48Q: 3 clusters Score -1642965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1642964.625000 Penalty: 4979.745605
	Iteration 49Q: 3 clusters Score -1642965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1642964.625000 Penalty: 4979.745605
	Iteration 50F: 3 clusters Score -1642965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Entering Unmasked Estep 
Score: -1280955.250000 Penalty: 2449.544434
	Iteration 0F: 2 clusters Score -1280955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1267299.875000 Penalty: 4899.088867
	Iteration 0F: 3 clusters Score -1267300 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1271898.625000 Penalty: 4899.088867
	Iteration 1F: 3 clusters Score -1271899 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1272395.125000 Penalty: 4899.088867
	Iteration 2F: 3 clusters Score -1272395 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1272886.125000 Penalty: 4899.088867
	Iteration 3F: 3 clusters Score -1272886 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1273418.250000 Penalty: 4899.088867
	Iteration 4F: 3 clusters Score -1273418 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1273973.875000 Penalty: 4899.088867
	Iteration 5F: 3 clusters Score -1273974 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1274515.500000 Penalty: 4899.088867
	Iteration 6F: 3 clusters Score -1274516 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1275056.250000 Penalty: 4899.088867
	Iteration 7Q: 3 clusters Score -1275056 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1275595.875000 Penalty: 4899.088867
	Iteration 8Q: 3 clusters Score -1275596 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1276095.750000 Penalty: 4899.088867
	Iteration 9Q: 3 clusters Score -1276096 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1276539.375000 Penalty: 4899.088867
	Iteration 10Q: 3 clusters Score -1276539 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1276905.250000 Penalty: 4899.088867
	Iteration 11Q: 3 clusters Score -1276905 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1277242.000000 Penalty: 4899.088867
	Iteration 12Q: 3 clusters Score -1277242 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1277491.750000 Penalty: 4899.088867
	Iteration 13Q: 3 clusters Score -1277492 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1277670.500000 Penalty: 4899.088867
	Iteration 14Q: 3 clusters Score -1277670 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1277783.250000 Penalty: 4899.088867
	Iteration 15Q: 3 clusters Score -1277783 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1277899.250000 Penalty: 4899.088867
	Iteration 16Q: 3 clusters Score -1277899 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1278005.250000 Penalty: 4899.088867
	Iteration 17Q: 3 clusters Score -1278005 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1278120.250000 Penalty: 4899.088867
	Iteration 18Q: 3 clusters Score -1278120 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1278226.250000 Penalty: 4899.088867
	Iteration 19Q: 3 clusters Score -1278226 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1278339.750000 Penalty: 4899.088867
	Iteration 20F: 3 clusters Score -1278340 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1278442.875000 Penalty: 4899.088867
	Iteration 21Q: 3 clusters Score -1278443 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1278548.125000 Penalty: 4899.088867
	Iteration 22Q: 3 clusters Score -1278548 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1278663.250000 Penalty: 4899.088867
	Iteration 23Q: 3 clusters Score -1278663 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1278776.625000 Penalty: 4899.088867
	Iteration 24Q: 3 clusters Score -1278777 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1278906.250000 Penalty: 4899.088867
	Iteration 25Q: 3 clusters Score -1278906 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1279041.125000 Penalty: 4899.088867
	Iteration 26Q: 3 clusters Score -1279041 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1279171.875000 Penalty: 4899.088867
	Iteration 27Q: 3 clusters Score -1279172 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1279277.250000 Penalty: 4899.088867
	Iteration 28Q: 3 clusters Score -1279277 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1279387.375000 Penalty: 4899.088867
	Iteration 29Q: 3 clusters Score -1279387 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -1279479.625000 Penalty: 4899.088867
	Iteration 30Q: 3 clusters Score -1279480 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1279580.125000 Penalty: 4899.088867
	Iteration 31Q: 3 clusters Score -1279580 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -1279670.250000 Penalty: 4899.088867
	Iteration 32Q: 3 clusters Score -1279670 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -1279742.125000 Penalty: 4899.088867
	Iteration 33Q: 3 clusters Score -1279742 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -1279796.125000 Penalty: 4899.088867
	Iteration 34Q: 3 clusters Score -1279796 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -1279834.000000 Penalty: 4899.088867
	Iteration 35Q: 3 clusters Score -1279834 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -1279870.375000 Penalty: 4899.088867
	Iteration 36Q: 3 clusters Score -1279870 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -1279891.000000 Penalty: 4899.088867
	Iteration 37Q: 3 clusters Score -1279891 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -1279911.000000 Penalty: 4899.088867
	Iteration 38Q: 3 clusters Score -1279911 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -1279930.625000 Penalty: 4899.088867
	Iteration 39Q: 3 clusters Score -1279931 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -1279951.875000 Penalty: 4899.088867
	Iteration 40F: 3 clusters Score -1279952 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -1279981.750000 Penalty: 4899.088867
	Iteration 41Q: 3 clusters Score -1279982 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -1280000.750000 Penalty: 4899.088867
	Iteration 42Q: 3 clusters Score -1280001 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -1280033.625000 Penalty: 4899.088867
	Iteration 43Q: 3 clusters Score -1280034 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -1280057.250000 Penalty: 4899.088867
	Iteration 44Q: 3 clusters Score -1280057 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -1280083.000000 Penalty: 4899.088867
	Iteration 45Q: 3 clusters Score -1280083 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -1280107.000000 Penalty: 4899.088867
	Iteration 46Q: 3 clusters Score -1280107 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -1280124.500000 Penalty: 4899.088867
	Iteration 47Q: 3 clusters Score -1280124 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -1280139.125000 Penalty: 4899.088867
	Iteration 48Q: 3 clusters Score -1280139 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -1280152.875000 Penalty: 4899.088867
	Iteration 49Q: 3 clusters Score -1280153 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -1280165.500000 Penalty: 4899.088867
	Iteration 50Q: 3 clusters Score -1280166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -1280179.750000 Penalty: 4899.088867
	Iteration 51Q: 3 clusters Score -1280180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -1280197.625000 Penalty: 4899.088867
	Iteration 52Q: 3 clusters Score -1280198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -1280208.625000 Penalty: 4899.088867
	Iteration 53Q: 3 clusters Score -1280209 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -1280217.125000 Penalty: 4899.088867
	Iteration 54Q: 3 clusters Score -1280217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -1280225.750000 Penalty: 4899.088867
	Iteration 55Q: 3 clusters Score -1280226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -1280234.375000 Penalty: 4899.088867
	Iteration 56Q: 3 clusters Score -1280234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -1280251.125000 Penalty: 4899.088867
	Iteration 57Q: 3 clusters Score -1280251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -1280260.125000 Penalty: 4899.088867
	Iteration 58Q: 3 clusters Score -1280260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -1280272.500000 Penalty: 4899.088867
	Iteration 59Q: 3 clusters Score -1280272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -1280277.750000 Penalty: 4899.088867
	Iteration 60F: 3 clusters Score -1280278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -1280285.125000 Penalty: 4899.088867
	Iteration 61Q: 3 clusters Score -1280285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -1280292.375000 Penalty: 4899.088867
	Iteration 62Q: 3 clusters Score -1280292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -1280305.375000 Penalty: 4899.088867
	Iteration 63Q: 3 clusters Score -1280305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -1280314.250000 Penalty: 4899.088867
	Iteration 64Q: 3 clusters Score -1280314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -1280323.750000 Penalty: 4899.088867
	Iteration 65Q: 3 clusters Score -1280324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -1280333.000000 Penalty: 4899.088867
	Iteration 66Q: 3 clusters Score -1280333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -1280347.375000 Penalty: 4899.088867
	Iteration 67Q: 3 clusters Score -1280347 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -1280369.125000 Penalty: 4899.088867
	Iteration 68Q: 3 clusters Score -1280369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -1280378.000000 Penalty: 4899.088867
	Iteration 69Q: 3 clusters Score -1280378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -1280392.125000 Penalty: 4899.088867
	Iteration 70Q: 3 clusters Score -1280392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -1280414.750000 Penalty: 4899.088867
	Iteration 71Q: 3 clusters Score -1280415 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -1280433.000000 Penalty: 4899.088867
	Iteration 72Q: 3 clusters Score -1280433 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -1280441.500000 Penalty: 4899.088867
	Iteration 73Q: 3 clusters Score -1280442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -1280447.875000 Penalty: 4899.088867
	Iteration 74Q: 3 clusters Score -1280448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -1280449.250000 Penalty: 4899.088867
	Iteration 75Q: 3 clusters Score -1280449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -1280448.875000 Penalty: 4899.088867
	Iteration 76Q: 3 clusters Score -1280449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -1280452.250000 Penalty: 4899.088867
	Iteration 77Q: 3 clusters Score -1280452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -1280458.000000 Penalty: 4899.088867
	Iteration 78Q: 3 clusters Score -1280458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -1280461.500000 Penalty: 4899.088867
	Iteration 79Q: 3 clusters Score -1280462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -1280465.375000 Penalty: 4899.088867
	Iteration 80F: 3 clusters Score -1280465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -1280468.625000 Penalty: 4899.088867
	Iteration 81Q: 3 clusters Score -1280469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -1280469.500000 Penalty: 4899.088867
	Iteration 82Q: 3 clusters Score -1280470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -1280470.375000 Penalty: 4899.088867
	Iteration 83Q: 3 clusters Score -1280470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -1280472.250000 Penalty: 4899.088867
	Iteration 84Q: 3 clusters Score -1280472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -1280472.875000 Penalty: 4899.088867
	Iteration 85Q: 3 clusters Score -1280473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -1280473.750000 Penalty: 4899.088867
	Iteration 86Q: 3 clusters Score -1280474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -1280475.500000 Penalty: 4899.088867
	Iteration 87Q: 3 clusters Score -1280476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -1280480.750000 Penalty: 4899.088867
	Iteration 88Q: 3 clusters Score -1280481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -1280486.125000 Penalty: 4899.088867
	Iteration 89Q: 3 clusters Score -1280486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -1280491.000000 Penalty: 4899.088867
	Iteration 90Q: 3 clusters Score -1280491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -1280495.875000 Penalty: 4899.088867
	Iteration 91Q: 3 clusters Score -1280496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -1280507.625000 Penalty: 4899.088867
	Iteration 92Q: 3 clusters Score -1280508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -1280529.875000 Penalty: 4899.088867
	Iteration 93Q: 3 clusters Score -1280530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -1280539.625000 Penalty: 4899.088867
	Iteration 94Q: 3 clusters Score -1280540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -1280552.875000 Penalty: 4899.088867
	Iteration 95Q: 3 clusters Score -1280553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -1280559.250000 Penalty: 4899.088867
	Iteration 96Q: 3 clusters Score -1280559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -1280564.250000 Penalty: 4899.088867
	Iteration 97Q: 3 clusters Score -1280564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -1280564.125000 Penalty: 4899.088867
	Iteration 98Q: 3 clusters Score -1280564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -1280564.125000 Penalty: 4899.088867
	Iteration 99F: 3 clusters Score -1280564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Entering Unmasked Estep 
Score: -2374724.750000 Penalty: 2603.969238
	Iteration 0F: 2 clusters Score -2374725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2350128.500000 Penalty: 5207.938477
	Iteration 0F: 3 clusters Score -2350128 nChanged 16472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -2359893.000000 Penalty: 5207.938477
	Iteration 1F: 3 clusters Score -2359893 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2361465.750000 Penalty: 5207.938477
	Iteration 2F: 3 clusters Score -2361466 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2363376.500000 Penalty: 5207.938477
	Iteration 3F: 3 clusters Score -2363376 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2365181.250000 Penalty: 5207.938477
	Iteration 4F: 3 clusters Score -2365181 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2366607.250000 Penalty: 5207.938477
	Iteration 5F: 3 clusters Score -2366607 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2367608.750000 Penalty: 5207.938477
	Iteration 6F: 3 clusters Score -2367609 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2368336.500000 Penalty: 5207.938477
	Iteration 7Q: 3 clusters Score -2368336 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2368856.500000 Penalty: 5207.938477
	Iteration 8Q: 3 clusters Score -2368856 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2369301.000000 Penalty: 5207.938477
	Iteration 9Q: 3 clusters Score -2369301 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2369585.000000 Penalty: 5207.938477
	Iteration 10Q: 3 clusters Score -2369585 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2369834.750000 Penalty: 5207.938477
	Iteration 11Q: 3 clusters Score -2369835 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -2370084.250000 Penalty: 5207.938477
	Iteration 12Q: 3 clusters Score -2370084 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2370358.750000 Penalty: 5207.938477
	Iteration 13Q: 3 clusters Score -2370359 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2370662.250000 Penalty: 5207.938477
	Iteration 14Q: 3 clusters Score -2370662 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2371051.250000 Penalty: 5207.938477
	Iteration 15Q: 3 clusters Score -2371051 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -2371402.250000 Penalty: 5207.938477
	Iteration 16Q: 3 clusters Score -2371402 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2371770.750000 Penalty: 5207.938477
	Iteration 17Q: 3 clusters Score -2371771 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2372134.250000 Penalty: 5207.938477
	Iteration 18Q: 3 clusters Score -2372134 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2372480.500000 Penalty: 5207.938477
	Iteration 19Q: 3 clusters Score -2372480 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2372775.000000 Penalty: 5207.938477
	Iteration 20F: 3 clusters Score -2372775 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2373040.750000 Penalty: 5207.938477
	Iteration 21Q: 3 clusters Score -2373041 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2373267.500000 Penalty: 5207.938477
	Iteration 22Q: 3 clusters Score -2373268 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2373469.250000 Penalty: 5207.938477
	Iteration 23Q: 3 clusters Score -2373469 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2373685.500000 Penalty: 5207.938477
	Iteration 24Q: 3 clusters Score -2373686 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2373849.500000 Penalty: 5207.938477
	Iteration 25Q: 3 clusters Score -2373850 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2373967.250000 Penalty: 5207.938477
	Iteration 26Q: 3 clusters Score -2373967 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2374128.000000 Penalty: 5207.938477
	Iteration 27Q: 3 clusters Score -2374128 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2374245.750000 Penalty: 5207.938477
	Iteration 28Q: 3 clusters Score -2374246 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2374398.000000 Penalty: 5207.938477
	Iteration 29Q: 3 clusters Score -2374398 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2374548.000000 Penalty: 5207.938477
	Iteration 30Q: 3 clusters Score -2374548 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2374693.750000 Penalty: 5207.938477
	Iteration 31Q: 3 clusters Score -2374694 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2374840.000000 Penalty: 5207.938477
	Iteration 32Q: 3 clusters Score -2374840 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2374987.750000 Penalty: 5207.938477
	Iteration 33Q: 3 clusters Score -2374988 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2375117.750000 Penalty: 5207.938477
	Iteration 34Q: 3 clusters Score -2375118 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2375242.500000 Penalty: 5207.938477
	Iteration 35Q: 3 clusters Score -2375242 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2375332.000000 Penalty: 5207.938477
	Iteration 36Q: 3 clusters Score -2375332 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2375418.500000 Penalty: 5207.938477
	Iteration 37Q: 3 clusters Score -2375418 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2375479.500000 Penalty: 5207.938477
	Iteration 38Q: 3 clusters Score -2375480 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2375537.250000 Penalty: 5207.938477
	Iteration 39Q: 3 clusters Score -2375537 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2375616.000000 Penalty: 5207.938477
	Iteration 40F: 3 clusters Score -2375616 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2375693.250000 Penalty: 5207.938477
	Iteration 41Q: 3 clusters Score -2375693 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2375731.250000 Penalty: 5207.938477
	Iteration 42Q: 3 clusters Score -2375731 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2375773.000000 Penalty: 5207.938477
	Iteration 43Q: 3 clusters Score -2375773 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -2375829.250000 Penalty: 5207.938477
	Iteration 44Q: 3 clusters Score -2375829 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2375865.750000 Penalty: 5207.938477
	Iteration 45Q: 3 clusters Score -2375866 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2375899.000000 Penalty: 5207.938477
	Iteration 46Q: 3 clusters Score -2375899 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2375937.000000 Penalty: 5207.938477
	Iteration 47Q: 3 clusters Score -2375937 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2375950.000000 Penalty: 5207.938477
	Iteration 48Q: 3 clusters Score -2375950 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2375974.500000 Penalty: 5207.938477
	Iteration 49Q: 3 clusters Score -2375974 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2375988.000000 Penalty: 5207.938477
	Iteration 50Q: 3 clusters Score -2375988 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2376002.250000 Penalty: 5207.938477
	Iteration 51Q: 3 clusters Score -2376002 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2376018.750000 Penalty: 5207.938477
	Iteration 52Q: 3 clusters Score -2376019 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2376020.250000 Penalty: 5207.938477
	Iteration 53Q: 3 clusters Score -2376020 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2376036.500000 Penalty: 5207.938477
	Iteration 54Q: 3 clusters Score -2376036 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2376044.000000 Penalty: 5207.938477
	Iteration 55Q: 3 clusters Score -2376044 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2376053.000000 Penalty: 5207.938477
	Iteration 56Q: 3 clusters Score -2376053 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2376055.000000 Penalty: 5207.938477
	Iteration 57Q: 3 clusters Score -2376055 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2376060.750000 Penalty: 5207.938477
	Iteration 58Q: 3 clusters Score -2376061 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2376058.750000 Penalty: 5207.938477
	Iteration 59Q: 3 clusters Score -2376059 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2376060.000000 Penalty: 5207.938477
	Iteration 60F: 3 clusters Score -2376060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2376065.750000 Penalty: 5207.938477
	Iteration 61Q: 3 clusters Score -2376066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2376061.750000 Penalty: 5207.938477
	Iteration 62Q: 3 clusters Score -2376062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2376071.500000 Penalty: 5207.938477
	Iteration 63Q: 3 clusters Score -2376072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2376074.750000 Penalty: 5207.938477
	Iteration 64Q: 3 clusters Score -2376075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2376071.750000 Penalty: 5207.938477
	Iteration 65Q: 3 clusters Score -2376072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2376074.500000 Penalty: 5207.938477
	Iteration 66Q: 3 clusters Score -2376074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2376085.000000 Penalty: 5207.938477
	Iteration 67Q: 3 clusters Score -2376085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2376085.250000 Penalty: 5207.938477
	Iteration 68Q: 3 clusters Score -2376085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2376087.000000 Penalty: 5207.938477
	Iteration 69Q: 3 clusters Score -2376087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2376087.750000 Penalty: 5207.938477
	Iteration 70Q: 3 clusters Score -2376088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2376085.000000 Penalty: 5207.938477
	Iteration 71Q: 3 clusters Score -2376085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2376088.750000 Penalty: 5207.938477
	Iteration 72Q: 3 clusters Score -2376089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2376090.500000 Penalty: 5207.938477
	Iteration 73Q: 3 clusters Score -2376090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2376095.750000 Penalty: 5207.938477
	Iteration 74Q: 3 clusters Score -2376096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2376091.500000 Penalty: 5207.938477
	Iteration 75Q: 3 clusters Score -2376092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2376086.750000 Penalty: 5207.938477
	Iteration 76Q: 3 clusters Score -2376087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2376091.000000 Penalty: 5207.938477
	Iteration 77Q: 3 clusters Score -2376091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2376088.750000 Penalty: 5207.938477
	Iteration 78Q: 3 clusters Score -2376089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2376086.000000 Penalty: 5207.938477
	Iteration 79Q: 3 clusters Score -2376086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2376088.750000 Penalty: 5207.938477
	Iteration 80F: 3 clusters Score -2376089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2376092.250000 Penalty: 5207.938477
	Iteration 81Q: 3 clusters Score -2376092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2376091.500000 Penalty: 5207.938477
	Iteration 82Q: 3 clusters Score -2376092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2376091.500000 Penalty: 5207.938477
	Iteration 83Q: 3 clusters Score -2376092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2376092.500000 Penalty: 5207.938477
	Iteration 84Q: 3 clusters Score -2376092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2376094.250000 Penalty: 5207.938477
	Iteration 85Q: 3 clusters Score -2376094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2376097.750000 Penalty: 5207.938477
	Iteration 86Q: 3 clusters Score -2376098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2376097.750000 Penalty: 5207.938477
	Iteration 87F: 3 clusters Score -2376098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 351035 members 
Mstep: Class 2 contains 36518 members 
Mstep: Class 3 contains 70142 members 
Mstep: Class 4 contains 1857 members 
Mstep: Class 5 contains 15201 members 
Mstep: Class 6 contains 22921 members 
Mstep: Class 7 contains 19481 members 
Mstep: Class 8 contains 30138 members 
Mstep: Class 9 contains 26356 members 
Mstep: Class 10 contains 119130 members 
Mstep: Class 11 contains 3163 members 
Mstep: Class 12 contains 83008 members 
Mstep: Class 13 contains 206691 members 
Mstep: Class 14 contains 13704 members 
Mstep: Class 15 contains 12908 members 
Mstep: Class 16 contains 55650 members 
Mstep: Class 17 contains 4953 members 
Mstep: Class 18 contains 7626 members 
Mstep: Class 19 contains 6587 members 
Mstep: Class 20 contains 27516 members 
Mstep: Class 21 contains 5131 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 193344 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 40844 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 5170 members 
Mstep: Class 28 contains 29108 members 
Mstep: Class 29 contains 5338 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 6173 members 
Entering Unmasked Estep 
Score: -102234848.000000 Penalty: 108887.906250
Splitting cluster 8 changes total score from -102232936.000000 to -102234848.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 9 (26356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Entering Unmasked Estep 
Score: -1933577.375000 Penalty: 2524.503906
	Iteration 0F: 2 clusters Score -1933577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1915464.250000 Penalty: 5049.007812
	Iteration 0F: 3 clusters Score -1915464 nChanged 11760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1922585.500000 Penalty: 5049.007812
	Iteration 1F: 3 clusters Score -1922586 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1924169.000000 Penalty: 5049.007812
	Iteration 2F: 3 clusters Score -1924169 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1925970.625000 Penalty: 5049.007812
	Iteration 3F: 3 clusters Score -1925971 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1928065.000000 Penalty: 5049.007812
	Iteration 4F: 3 clusters Score -1928065 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1930056.750000 Penalty: 5049.007812
	Iteration 5F: 3 clusters Score -1930057 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1931466.875000 Penalty: 5049.007812
	Iteration 6F: 3 clusters Score -1931467 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1932280.250000 Penalty: 5049.007812
	Iteration 7Q: 3 clusters Score -1932280 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1932739.000000 Penalty: 5049.007812
	Iteration 8Q: 3 clusters Score -1932739 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1933032.750000 Penalty: 5049.007812
	Iteration 9Q: 3 clusters Score -1933033 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1933261.750000 Penalty: 5049.007812
	Iteration 10Q: 3 clusters Score -1933262 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1933430.875000 Penalty: 5049.007812
	Iteration 11Q: 3 clusters Score -1933431 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1933559.625000 Penalty: 5049.007812
	Iteration 12Q: 3 clusters Score -1933560 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1933653.750000 Penalty: 5049.007812
	Iteration 13Q: 3 clusters Score -1933654 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1933734.000000 Penalty: 5049.007812
	Iteration 14Q: 3 clusters Score -1933734 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1933786.625000 Penalty: 5049.007812
	Iteration 15Q: 3 clusters Score -1933787 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1933836.125000 Penalty: 5049.007812
	Iteration 16Q: 3 clusters Score -1933836 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1933870.250000 Penalty: 5049.007812
	Iteration 17Q: 3 clusters Score -1933870 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1933898.875000 Penalty: 5049.007812
	Iteration 18Q: 3 clusters Score -1933899 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1933921.750000 Penalty: 5049.007812
	Iteration 19Q: 3 clusters Score -1933922 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1933937.375000 Penalty: 5049.007812
	Iteration 20F: 3 clusters Score -1933937 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1933951.625000 Penalty: 5049.007812
	Iteration 21Q: 3 clusters Score -1933952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1933966.000000 Penalty: 5049.007812
	Iteration 22Q: 3 clusters Score -1933966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1933972.875000 Penalty: 5049.007812
	Iteration 23Q: 3 clusters Score -1933973 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1933981.750000 Penalty: 5049.007812
	Iteration 24Q: 3 clusters Score -1933982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1933984.125000 Penalty: 5049.007812
	Iteration 25Q: 3 clusters Score -1933984 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1933997.000000 Penalty: 5049.007812
	Iteration 26Q: 3 clusters Score -1933997 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1934007.500000 Penalty: 5049.007812
	Iteration 27Q: 3 clusters Score -1934008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1934011.250000 Penalty: 5049.007812
	Iteration 28Q: 3 clusters Score -1934011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1934015.500000 Penalty: 5049.007812
	Iteration 29Q: 3 clusters Score -1934016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1934017.500000 Penalty: 5049.007812
	Iteration 30Q: 3 clusters Score -1934018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1934018.750000 Penalty: 5049.007812
	Iteration 31Q: 3 clusters Score -1934019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1934019.500000 Penalty: 5049.007812
	Iteration 32Q: 3 clusters Score -1934020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1934023.625000 Penalty: 5049.007812
	Iteration 33Q: 3 clusters Score -1934024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1934024.500000 Penalty: 5049.007812
	Iteration 34Q: 3 clusters Score -1934024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1934023.500000 Penalty: 5049.007812
	Iteration 35Q: 3 clusters Score -1934024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1934031.625000 Penalty: 5049.007812
	Iteration 36Q: 3 clusters Score -1934032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1934030.625000 Penalty: 5049.007812
	Iteration 37Q: 3 clusters Score -1934031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1934029.875000 Penalty: 5049.007812
	Iteration 38Q: 3 clusters Score -1934030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1934034.125000 Penalty: 5049.007812
	Iteration 39Q: 3 clusters Score -1934034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1934034.125000 Penalty: 5049.007812
	Iteration 40F: 3 clusters Score -1934034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 351035 members 
Mstep: Class 2 contains 36518 members 
Mstep: Class 3 contains 70142 members 
Mstep: Class 4 contains 1857 members 
Mstep: Class 5 contains 15201 members 
Mstep: Class 6 contains 22921 members 
Mstep: Class 7 contains 19481 members 
Mstep: Class 8 contains 30138 members 
Mstep: Class 9 contains 24789 members 
Mstep: Class 10 contains 119130 members 
Mstep: Class 11 contains 3163 members 
Mstep: Class 12 contains 83008 members 
Mstep: Class 13 contains 206691 members 
Mstep: Class 14 contains 13704 members 
Mstep: Class 15 contains 12908 members 
Mstep: Class 16 contains 55650 members 
Mstep: Class 17 contains 4953 members 
Mstep: Class 18 contains 7626 members 
Mstep: Class 19 contains 6587 members 
Mstep: Class 20 contains 27516 members 
Mstep: Class 21 contains 5131 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 193344 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 40844 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 5170 members 
Mstep: Class 28 contains 29108 members 
Mstep: Class 29 contains 5338 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 6173 members 
Mstep: Class 32 contains 1567 members 
Entering Unmasked Estep 
Score: -102234544.000000 Penalty: 112400.421875
Splitting cluster 9 changes total score from -102232936.000000 to -102234544.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 10 (119130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119130 members 
Entering Unmasked Estep 
Score: -9120485.000000 Penalty: 2898.616699
	Iteration 0F: 2 clusters Score -9120485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59774 members 
Mstep: Class 2 contains 59356 members 
Entering Unmasked Estep 
Score: -9041082.000000 Penalty: 5797.233398
	Iteration 0F: 3 clusters Score -9041082 nChanged 56495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62935 members 
Mstep: Class 2 contains 56195 members 
Entering Unmasked Estep 
Score: -9073258.000000 Penalty: 5797.233398
	Iteration 1F: 3 clusters Score -9073258 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65113 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -9074540.000000 Penalty: 5797.233398
	Iteration 2Q: 3 clusters Score -9074540 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68288 members 
Mstep: Class 2 contains 50842 members 
Entering Unmasked Estep 
Score: -9076580.000000 Penalty: 5797.233398
	Iteration 3Q: 3 clusters Score -9076580 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72909 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -9079737.000000 Penalty: 5797.233398
	Iteration 4F: 3 clusters Score -9079737 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79060 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -9084466.000000 Penalty: 5797.233398
	Iteration 5F: 3 clusters Score -9084466 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86557 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -9090810.000000 Penalty: 5797.233398
	Iteration 6F: 3 clusters Score -9090810 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94478 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -9097543.000000 Penalty: 5797.233398
	Iteration 7F: 3 clusters Score -9097543 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101826 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -9103931.000000 Penalty: 5797.233398
	Iteration 8F: 3 clusters Score -9103931 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107908 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -9109298.000000 Penalty: 5797.233398
	Iteration 9F: 3 clusters Score -9109298 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112216 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -9112956.000000 Penalty: 5797.233398
	Iteration 10Q: 3 clusters Score -9112956 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114934 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -9115179.000000 Penalty: 5797.233398
	Iteration 11Q: 3 clusters Score -9115179 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116523 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -9116444.000000 Penalty: 5797.233398
	Iteration 12Q: 3 clusters Score -9116444 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117400 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -9117058.000000 Penalty: 5797.233398
	Iteration 13Q: 3 clusters Score -9117058 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117829 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -9117351.000000 Penalty: 5797.233398
	Iteration 14Q: 3 clusters Score -9117351 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118079 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -9117534.000000 Penalty: 5797.233398
	Iteration 15Q: 3 clusters Score -9117534 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118237 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -9117649.000000 Penalty: 5797.233398
	Iteration 16Q: 3 clusters Score -9117649 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118342 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9117726.000000 Penalty: 5797.233398
	Iteration 17Q: 3 clusters Score -9117726 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118410 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9117798.000000 Penalty: 5797.233398
	Iteration 18Q: 3 clusters Score -9117798 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118462 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9117828.000000 Penalty: 5797.233398
	Iteration 19Q: 3 clusters Score -9117828 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118490 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9117875.000000 Penalty: 5797.233398
	Iteration 20F: 3 clusters Score -9117875 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118510 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9117890.000000 Penalty: 5797.233398
	Iteration 21Q: 3 clusters Score -9117890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118526 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -9117912.000000 Penalty: 5797.233398
	Iteration 22Q: 3 clusters Score -9117912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118541 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -9117924.000000 Penalty: 5797.233398
	Iteration 23Q: 3 clusters Score -9117924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118557 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9117931.000000 Penalty: 5797.233398
	Iteration 24Q: 3 clusters Score -9117931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118568 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9117940.000000 Penalty: 5797.233398
	Iteration 25Q: 3 clusters Score -9117940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118586 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9117973.000000 Penalty: 5797.233398
	Iteration 26Q: 3 clusters Score -9117973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118593 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9117970.000000 Penalty: 5797.233398
	Iteration 27Q: 3 clusters Score -9117970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118603 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9117983.000000 Penalty: 5797.233398
	Iteration 28Q: 3 clusters Score -9117983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118608 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -9117991.000000 Penalty: 5797.233398
	Iteration 29Q: 3 clusters Score -9117991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118614 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -9118003.000000 Penalty: 5797.233398
	Iteration 30Q: 3 clusters Score -9118003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118616 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9118011.000000 Penalty: 5797.233398
	Iteration 31Q: 3 clusters Score -9118011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118619 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9118025.000000 Penalty: 5797.233398
	Iteration 32Q: 3 clusters Score -9118025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118624 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9118031.000000 Penalty: 5797.233398
	Iteration 33Q: 3 clusters Score -9118031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118628 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9118036.000000 Penalty: 5797.233398
	Iteration 34Q: 3 clusters Score -9118036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118630 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -9118040.000000 Penalty: 5797.233398
	Iteration 35Q: 3 clusters Score -9118040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118631 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -9118041.000000 Penalty: 5797.233398
	Iteration 36Q: 3 clusters Score -9118041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118634 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9118044.000000 Penalty: 5797.233398
	Iteration 37Q: 3 clusters Score -9118044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118635 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -9118050.000000 Penalty: 5797.233398
	Iteration 38Q: 3 clusters Score -9118050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118637 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -9118049.000000 Penalty: 5797.233398
	Iteration 39Q: 3 clusters Score -9118049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118639 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9118053.000000 Penalty: 5797.233398
	Iteration 40F: 3 clusters Score -9118053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118641 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9118059.000000 Penalty: 5797.233398
	Iteration 41Q: 3 clusters Score -9118059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118642 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9118061.000000 Penalty: 5797.233398
	Iteration 42Q: 3 clusters Score -9118061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118642 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9118061.000000 Penalty: 5797.233398
	Iteration 43F: 3 clusters Score -9118061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Entering Unmasked Estep 
Score: -208411.953125 Penalty: 1998.700562
	Iteration 0F: 2 clusters Score -208412 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 1603 members 
Entering Unmasked Estep 
Score: -205240.796875 Penalty: 3997.401123
	Iteration 0F: 3 clusters Score -205240.8 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -206738.875000 Penalty: 3997.401123
	Iteration 1F: 3 clusters Score -206738.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -208010.718750 Penalty: 3997.401123
	Iteration 2F: 3 clusters Score -208010.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -209319.406250 Penalty: 3997.401123
	Iteration 3F: 3 clusters Score -209319.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -210150.984375 Penalty: 3997.401123
	Iteration 4F: 3 clusters Score -210151 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -210280.109375 Penalty: 3997.401123
	Iteration 5Q: 3 clusters Score -210280.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -210309.859375 Penalty: 3997.401123
	Iteration 6Q: 3 clusters Score -210309.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -210314.921875 Penalty: 3997.401123
	Iteration 7Q: 3 clusters Score -210314.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -210319.921875 Penalty: 3997.401123
	Iteration 8Q: 3 clusters Score -210319.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -210322.109375 Penalty: 3997.401123
	Iteration 9Q: 3 clusters Score -210322.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -210322.859375 Penalty: 3997.401123
	Iteration 10Q: 3 clusters Score -210322.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -210322.859375 Penalty: 3997.401123
	Iteration 11F: 3 clusters Score -210322.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 351035 members 
Mstep: Class 2 contains 36518 members 
Mstep: Class 3 contains 70142 members 
Mstep: Class 4 contains 1857 members 
Mstep: Class 5 contains 15201 members 
Mstep: Class 6 contains 22921 members 
Mstep: Class 7 contains 19481 members 
Mstep: Class 8 contains 30138 members 
Mstep: Class 9 contains 24789 members 
Mstep: Class 10 contains 119130 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 83008 members 
Mstep: Class 13 contains 206691 members 
Mstep: Class 14 contains 13704 members 
Mstep: Class 15 contains 12908 members 
Mstep: Class 16 contains 55650 members 
Mstep: Class 17 contains 4953 members 
Mstep: Class 18 contains 7626 members 
Mstep: Class 19 contains 6587 members 
Mstep: Class 20 contains 27516 members 
Mstep: Class 21 contains 5131 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 193344 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 40844 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 5170 members 
Mstep: Class 28 contains 29108 members 
Mstep: Class 29 contains 5338 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 6173 members 
Mstep: Class 32 contains 1567 members 
Mstep: Class 33 contains 1989 members 
Entering Unmasked Estep 
Score: -102235024.000000 Penalty: 115912.937500
Splitting cluster 11 changes total score from -102232936.000000 to -102235024.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 13 (206691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206691 members 
Entering Unmasked Estep 
Score: -15462856.000000 Penalty: 3035.267090
	Iteration 0F: 2 clusters Score -1.546286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103013 members 
Mstep: Class 2 contains 103678 members 
Entering Unmasked Estep 
Score: -15324166.000000 Penalty: 6070.534180
	Iteration 0F: 3 clusters Score -1.532417e+07 nChanged 99619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98630 members 
Mstep: Class 2 contains 108061 members 
Entering Unmasked Estep 
Score: -15383131.000000 Penalty: 6070.534180
	Iteration 1F: 3 clusters Score -1.538313e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96499 members 
Mstep: Class 2 contains 110192 members 
Entering Unmasked Estep 
Score: -15384723.000000 Penalty: 6070.534180
	Iteration 2Q: 3 clusters Score -1.538472e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93409 members 
Mstep: Class 2 contains 113282 members 
Entering Unmasked Estep 
Score: -15387278.000000 Penalty: 6070.534180
	Iteration 3Q: 3 clusters Score -1.538728e+07 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89081 members 
Mstep: Class 2 contains 117610 members 
Entering Unmasked Estep 
Score: -15391287.000000 Penalty: 6070.534180
	Iteration 4Q: 3 clusters Score -1.539129e+07 nChanged 10350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82891 members 
Mstep: Class 2 contains 123800 members 
Entering Unmasked Estep 
Score: -15397193.000000 Penalty: 6070.534180
	Iteration 5F: 3 clusters Score -1.539719e+07 nChanged 12124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74557 members 
Mstep: Class 2 contains 132134 members 
Entering Unmasked Estep 
Score: -15405748.000000 Penalty: 6070.534180
	Iteration 6F: 3 clusters Score -1.540575e+07 nChanged 13323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64228 members 
Mstep: Class 2 contains 142463 members 
Entering Unmasked Estep 
Score: -15415988.000000 Penalty: 6070.534180
	Iteration 7F: 3 clusters Score -1.541599e+07 nChanged 13656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52530 members 
Mstep: Class 2 contains 154161 members 
Entering Unmasked Estep 
Score: -15427354.000000 Penalty: 6070.534180
	Iteration 8F: 3 clusters Score -1.542735e+07 nChanged 12566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 165687 members 
Entering Unmasked Estep 
Score: -15437273.000000 Penalty: 6070.534180
	Iteration 9F: 3 clusters Score -1.543727e+07 nChanged 10393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 175720 members 
Entering Unmasked Estep 
Score: -15444731.000000 Penalty: 6070.534180
	Iteration 10F: 3 clusters Score -1.544473e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 183892 members 
Entering Unmasked Estep 
Score: -15449942.000000 Penalty: 6070.534180
	Iteration 11Q: 3 clusters Score -1.544994e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 190099 members 
Entering Unmasked Estep 
Score: -15453653.000000 Penalty: 6070.534180
	Iteration 12Q: 3 clusters Score -1.545365e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 194643 members 
Entering Unmasked Estep 
Score: -15455969.000000 Penalty: 6070.534180
	Iteration 13Q: 3 clusters Score -1.545597e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 197734 members 
Entering Unmasked Estep 
Score: -15457601.000000 Penalty: 6070.534180
	Iteration 14Q: 3 clusters Score -1.54576e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 199835 members 
Entering Unmasked Estep 
Score: -15458468.000000 Penalty: 6070.534180
	Iteration 15Q: 3 clusters Score -1.545847e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 201264 members 
Entering Unmasked Estep 
Score: -15459109.000000 Penalty: 6070.534180
	Iteration 16Q: 3 clusters Score -1.545911e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 202241 members 
Entering Unmasked Estep 
Score: -15459512.000000 Penalty: 6070.534180
	Iteration 17Q: 3 clusters Score -1.545951e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 202931 members 
Entering Unmasked Estep 
Score: -15459799.000000 Penalty: 6070.534180
	Iteration 18Q: 3 clusters Score -1.54598e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 203414 members 
Entering Unmasked Estep 
Score: -15459913.000000 Penalty: 6070.534180
	Iteration 19Q: 3 clusters Score -1.545991e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 203774 members 
Entering Unmasked Estep 
Score: -15460028.000000 Penalty: 6070.534180
	Iteration 20F: 3 clusters Score -1.546003e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 204009 members 
Entering Unmasked Estep 
Score: -15460179.000000 Penalty: 6070.534180
	Iteration 21Q: 3 clusters Score -1.546018e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 204184 members 
Entering Unmasked Estep 
Score: -15460258.000000 Penalty: 6070.534180
	Iteration 22Q: 3 clusters Score -1.546026e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 204314 members 
Entering Unmasked Estep 
Score: -15460284.000000 Penalty: 6070.534180
	Iteration 23Q: 3 clusters Score -1.546028e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 204437 members 
Entering Unmasked Estep 
Score: -15460299.000000 Penalty: 6070.534180
	Iteration 24Q: 3 clusters Score -1.54603e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 204526 members 
Entering Unmasked Estep 
Score: -15460336.000000 Penalty: 6070.534180
	Iteration 25Q: 3 clusters Score -1.546034e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 204602 members 
Entering Unmasked Estep 
Score: -15460363.000000 Penalty: 6070.534180
	Iteration 26Q: 3 clusters Score -1.546036e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 204660 members 
Entering Unmasked Estep 
Score: -15460380.000000 Penalty: 6070.534180
	Iteration 27Q: 3 clusters Score -1.546038e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 204701 members 
Entering Unmasked Estep 
Score: -15460414.000000 Penalty: 6070.534180
	Iteration 28Q: 3 clusters Score -1.546041e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 204740 members 
Entering Unmasked Estep 
Score: -15460410.000000 Penalty: 6070.534180
	Iteration 29Q: 3 clusters Score -1.546041e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 204768 members 
Entering Unmasked Estep 
Score: -15460432.000000 Penalty: 6070.534180
	Iteration 30Q: 3 clusters Score -1.546043e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 204795 members 
Entering Unmasked Estep 
Score: -15460418.000000 Penalty: 6070.534180
	Iteration 31Q: 3 clusters Score -1.546042e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 204815 members 
Entering Unmasked Estep 
Score: -15460426.000000 Penalty: 6070.534180
	Iteration 32Q: 3 clusters Score -1.546043e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 204829 members 
Entering Unmasked Estep 
Score: -15460417.000000 Penalty: 6070.534180
	Iteration 33Q: 3 clusters Score -1.546042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 204845 members 
Entering Unmasked Estep 
Score: -15460410.000000 Penalty: 6070.534180
	Iteration 34Q: 3 clusters Score -1.546041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 204858 members 
Entering Unmasked Estep 
Score: -15460406.000000 Penalty: 6070.534180
	Iteration 35Q: 3 clusters Score -1.546041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 204867 members 
Entering Unmasked Estep 
Score: -15460393.000000 Penalty: 6070.534180
	Iteration 36Q: 3 clusters Score -1.546039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 204871 members 
Entering Unmasked Estep 
Score: -15460408.000000 Penalty: 6070.534180
	Iteration 37Q: 3 clusters Score -1.546041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 204876 members 
Entering Unmasked Estep 
Score: -15460405.000000 Penalty: 6070.534180
	Iteration 38Q: 3 clusters Score -1.54604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 204882 members 
Entering Unmasked Estep 
Score: -15460412.000000 Penalty: 6070.534180
	Iteration 39Q: 3 clusters Score -1.546041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 204888 members 
Entering Unmasked Estep 
Score: -15460402.000000 Penalty: 6070.534180
	Iteration 40F: 3 clusters Score -1.54604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 204892 members 
Entering Unmasked Estep 
Score: -15460413.000000 Penalty: 6070.534180
	Iteration 41Q: 3 clusters Score -1.546041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 204891 members 
Entering Unmasked Estep 
Score: -15460411.000000 Penalty: 6070.534180
	Iteration 42Q: 3 clusters Score -1.546041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 204894 members 
Entering Unmasked Estep 
Score: -15460410.000000 Penalty: 6070.534180
	Iteration 43Q: 3 clusters Score -1.546041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 204901 members 
Entering Unmasked Estep 
Score: -15460422.000000 Penalty: 6070.534180
	Iteration 44Q: 3 clusters Score -1.546042e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 204912 members 
Entering Unmasked Estep 
Score: -15460441.000000 Penalty: 6070.534180
	Iteration 45Q: 3 clusters Score -1.546044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 204923 members 
Entering Unmasked Estep 
Score: -15460435.000000 Penalty: 6070.534180
	Iteration 46Q: 3 clusters Score -1.546044e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 204939 members 
Entering Unmasked Estep 
Score: -15460443.000000 Penalty: 6070.534180
	Iteration 47Q: 3 clusters Score -1.546044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 204949 members 
Entering Unmasked Estep 
Score: -15460454.000000 Penalty: 6070.534180
	Iteration 48Q: 3 clusters Score -1.546045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 204962 members 
Entering Unmasked Estep 
Score: -15460450.000000 Penalty: 6070.534180
	Iteration 49Q: 3 clusters Score -1.546045e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 204974 members 
Entering Unmasked Estep 
Score: -15460430.000000 Penalty: 6070.534180
	Iteration 50Q: 3 clusters Score -1.546043e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 204981 members 
Entering Unmasked Estep 
Score: -15460452.000000 Penalty: 6070.534180
	Iteration 51Q: 3 clusters Score -1.546045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 204987 members 
Entering Unmasked Estep 
Score: -15460443.000000 Penalty: 6070.534180
	Iteration 52Q: 3 clusters Score -1.546044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 204993 members 
Entering Unmasked Estep 
Score: -15460446.000000 Penalty: 6070.534180
	Iteration 53Q: 3 clusters Score -1.546045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 204999 members 
Entering Unmasked Estep 
Score: -15460447.000000 Penalty: 6070.534180
	Iteration 54Q: 3 clusters Score -1.546045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 205002 members 
Entering Unmasked Estep 
Score: -15460457.000000 Penalty: 6070.534180
	Iteration 55Q: 3 clusters Score -1.546046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 205007 members 
Entering Unmasked Estep 
Score: -15460457.000000 Penalty: 6070.534180
	Iteration 56Q: 3 clusters Score -1.546046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 205008 members 
Entering Unmasked Estep 
Score: -15460459.000000 Penalty: 6070.534180
	Iteration 57Q: 3 clusters Score -1.546046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 205008 members 
Entering Unmasked Estep 
Score: -15460460.000000 Penalty: 6070.534180
	Iteration 58Q: 3 clusters Score -1.546046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 205008 members 
Entering Unmasked Estep 
Score: -15460460.000000 Penalty: 6070.534180
	Iteration 59F: 3 clusters Score -1.546046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Entering Unmasked Estep 
Score: -1005990.187500 Penalty: 2362.309814
	Iteration 0F: 2 clusters Score -1005990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -995987.187500 Penalty: 4724.619629
	Iteration 0F: 3 clusters Score -995987.2 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -999290.187500 Penalty: 4724.619629
	Iteration 1F: 3 clusters Score -999290.2 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -999980.250000 Penalty: 4724.619629
	Iteration 2F: 3 clusters Score -999980.2 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1001026.625000 Penalty: 4724.619629
	Iteration 3F: 3 clusters Score -1001027 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1002391.375000 Penalty: 4724.619629
	Iteration 4F: 3 clusters Score -1002391 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1003395.562500 Penalty: 4724.619629
	Iteration 5F: 3 clusters Score -1003396 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1004046.937500 Penalty: 4724.619629
	Iteration 6F: 3 clusters Score -1004047 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1004526.062500 Penalty: 4724.619629
	Iteration 7F: 3 clusters Score -1004526 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1004907.562500 Penalty: 4724.619629
	Iteration 8Q: 3 clusters Score -1004908 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1005164.250000 Penalty: 4724.619629
	Iteration 9Q: 3 clusters Score -1005164 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1005339.937500 Penalty: 4724.619629
	Iteration 10Q: 3 clusters Score -1005340 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1005454.312500 Penalty: 4724.619629
	Iteration 11Q: 3 clusters Score -1005454 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1005527.187500 Penalty: 4724.619629
	Iteration 12Q: 3 clusters Score -1005527 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1005592.375000 Penalty: 4724.619629
	Iteration 13Q: 3 clusters Score -1005592 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1005637.187500 Penalty: 4724.619629
	Iteration 14Q: 3 clusters Score -1005637 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1005674.375000 Penalty: 4724.619629
	Iteration 15Q: 3 clusters Score -1005674 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1005713.875000 Penalty: 4724.619629
	Iteration 16Q: 3 clusters Score -1005714 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1005744.562500 Penalty: 4724.619629
	Iteration 17Q: 3 clusters Score -1005745 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1005766.250000 Penalty: 4724.619629
	Iteration 18Q: 3 clusters Score -1005766 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1005793.125000 Penalty: 4724.619629
	Iteration 19Q: 3 clusters Score -1005793 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1005816.687500 Penalty: 4724.619629
	Iteration 20F: 3 clusters Score -1005817 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1005837.937500 Penalty: 4724.619629
	Iteration 21Q: 3 clusters Score -1005838 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1005857.437500 Penalty: 4724.619629
	Iteration 22Q: 3 clusters Score -1005857 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1005884.875000 Penalty: 4724.619629
	Iteration 23Q: 3 clusters Score -1005885 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1005903.562500 Penalty: 4724.619629
	Iteration 24Q: 3 clusters Score -1005904 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1005934.937500 Penalty: 4724.619629
	Iteration 25Q: 3 clusters Score -1005935 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1005963.250000 Penalty: 4724.619629
	Iteration 26Q: 3 clusters Score -1005963 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1005991.625000 Penalty: 4724.619629
	Iteration 27Q: 3 clusters Score -1005992 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1006021.750000 Penalty: 4724.619629
	Iteration 28Q: 3 clusters Score -1006022 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1006044.500000 Penalty: 4724.619629
	Iteration 29Q: 3 clusters Score -1006044 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1006066.250000 Penalty: 4724.619629
	Iteration 30Q: 3 clusters Score -1006066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1006085.312500 Penalty: 4724.619629
	Iteration 31Q: 3 clusters Score -1006085 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1006104.562500 Penalty: 4724.619629
	Iteration 32Q: 3 clusters Score -1006105 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1006125.812500 Penalty: 4724.619629
	Iteration 33Q: 3 clusters Score -1006126 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1006135.937500 Penalty: 4724.619629
	Iteration 34Q: 3 clusters Score -1006136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1006147.937500 Penalty: 4724.619629
	Iteration 35Q: 3 clusters Score -1006148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1006157.875000 Penalty: 4724.619629
	Iteration 36Q: 3 clusters Score -1006158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1006175.437500 Penalty: 4724.619629
	Iteration 37Q: 3 clusters Score -1006175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1006190.750000 Penalty: 4724.619629
	Iteration 38Q: 3 clusters Score -1006191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1006212.687500 Penalty: 4724.619629
	Iteration 39Q: 3 clusters Score -1006213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1006231.625000 Penalty: 4724.619629
	Iteration 40F: 3 clusters Score -1006232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1006257.312500 Penalty: 4724.619629
	Iteration 41Q: 3 clusters Score -1006257 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1006270.500000 Penalty: 4724.619629
	Iteration 42Q: 3 clusters Score -1006270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1006283.687500 Penalty: 4724.619629
	Iteration 43Q: 3 clusters Score -1006284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1006287.187500 Penalty: 4724.619629
	Iteration 44Q: 3 clusters Score -1006287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1006290.250000 Penalty: 4724.619629
	Iteration 45Q: 3 clusters Score -1006290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1006293.125000 Penalty: 4724.619629
	Iteration 46Q: 3 clusters Score -1006293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1006292.875000 Penalty: 4724.619629
	Iteration 47Q: 3 clusters Score -1006293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1006296.562500 Penalty: 4724.619629
	Iteration 48Q: 3 clusters Score -1006297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1006296.875000 Penalty: 4724.619629
	Iteration 49Q: 3 clusters Score -1006297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1006296.875000 Penalty: 4724.619629
	Iteration 50F: 3 clusters Score -1006297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 351035 members 
Mstep: Class 2 contains 36518 members 
Mstep: Class 3 contains 70142 members 
Mstep: Class 4 contains 1857 members 
Mstep: Class 5 contains 15201 members 
Mstep: Class 6 contains 22921 members 
Mstep: Class 7 contains 19481 members 
Mstep: Class 8 contains 30138 members 
Mstep: Class 9 contains 24789 members 
Mstep: Class 10 contains 119130 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 83008 members 
Mstep: Class 13 contains 206691 members 
Mstep: Class 14 contains 1339 members 
Mstep: Class 15 contains 12908 members 
Mstep: Class 16 contains 55650 members 
Mstep: Class 17 contains 4953 members 
Mstep: Class 18 contains 7626 members 
Mstep: Class 19 contains 6587 members 
Mstep: Class 20 contains 27516 members 
Mstep: Class 21 contains 5131 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 193344 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 40844 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 5170 members 
Mstep: Class 28 contains 29108 members 
Mstep: Class 29 contains 5338 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 6173 members 
Mstep: Class 32 contains 1567 members 
Mstep: Class 33 contains 1989 members 
Mstep: Class 34 contains 12365 members 
Entering Unmasked Estep 
Score: -102234008.000000 Penalty: 119425.445312
Splitting cluster 14 changes total score from -102232936.000000 to -102234008.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 15 (12908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Entering Unmasked Estep 
Score: -978606.750000 Penalty: 2347.469482
	Iteration 0F: 2 clusters Score -978606.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -969197.375000 Penalty: 4694.938965
	Iteration 0F: 3 clusters Score -969197.4 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -972006.562500 Penalty: 4694.938965
	Iteration 1F: 3 clusters Score -972006.6 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -972318.312500 Penalty: 4694.938965
	Iteration 2F: 3 clusters Score -972318.3 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -972555.312500 Penalty: 4694.938965
	Iteration 3Q: 3 clusters Score -972555.3 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -972737.250000 Penalty: 4694.938965
	Iteration 4Q: 3 clusters Score -972737.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -972859.187500 Penalty: 4694.938965
	Iteration 5Q: 3 clusters Score -972859.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -972958.250000 Penalty: 4694.938965
	Iteration 6Q: 3 clusters Score -972958.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -973032.437500 Penalty: 4694.938965
	Iteration 7Q: 3 clusters Score -973032.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -973101.625000 Penalty: 4694.938965
	Iteration 8Q: 3 clusters Score -973101.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -973186.187500 Penalty: 4694.938965
	Iteration 9Q: 3 clusters Score -973186.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -973282.875000 Penalty: 4694.938965
	Iteration 10Q: 3 clusters Score -973282.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -973395.875000 Penalty: 4694.938965
	Iteration 11Q: 3 clusters Score -973395.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -973529.000000 Penalty: 4694.938965
	Iteration 12Q: 3 clusters Score -973529 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -973702.812500 Penalty: 4694.938965
	Iteration 13Q: 3 clusters Score -973702.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -973942.187500 Penalty: 4694.938965
	Iteration 14Q: 3 clusters Score -973942.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -974276.125000 Penalty: 4694.938965
	Iteration 15Q: 3 clusters Score -974276.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -974654.625000 Penalty: 4694.938965
	Iteration 16Q: 3 clusters Score -974654.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -975060.000000 Penalty: 4694.938965
	Iteration 17Q: 3 clusters Score -975060 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -975398.625000 Penalty: 4694.938965
	Iteration 18Q: 3 clusters Score -975398.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -975650.625000 Penalty: 4694.938965
	Iteration 19Q: 3 clusters Score -975650.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -975858.000000 Penalty: 4694.938965
	Iteration 20F: 3 clusters Score -975858 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -976046.812500 Penalty: 4694.938965
	Iteration 21Q: 3 clusters Score -976046.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -976186.562500 Penalty: 4694.938965
	Iteration 22Q: 3 clusters Score -976186.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -976278.437500 Penalty: 4694.938965
	Iteration 23Q: 3 clusters Score -976278.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -976351.875000 Penalty: 4694.938965
	Iteration 24Q: 3 clusters Score -976351.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -976417.562500 Penalty: 4694.938965
	Iteration 25Q: 3 clusters Score -976417.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -976468.812500 Penalty: 4694.938965
	Iteration 26Q: 3 clusters Score -976468.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -976493.000000 Penalty: 4694.938965
	Iteration 27Q: 3 clusters Score -976493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -976507.000000 Penalty: 4694.938965
	Iteration 28Q: 3 clusters Score -976507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -976516.500000 Penalty: 4694.938965
	Iteration 29Q: 3 clusters Score -976516.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -976516.500000 Penalty: 4694.938965
	Iteration 30Q: 3 clusters Score -976516.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -976519.500000 Penalty: 4694.938965
	Iteration 31Q: 3 clusters Score -976519.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -976523.125000 Penalty: 4694.938965
	Iteration 32Q: 3 clusters Score -976523.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -976526.187500 Penalty: 4694.938965
	Iteration 33Q: 3 clusters Score -976526.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -976531.250000 Penalty: 4694.938965
	Iteration 34Q: 3 clusters Score -976531.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -976535.375000 Penalty: 4694.938965
	Iteration 35Q: 3 clusters Score -976535.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -976537.187500 Penalty: 4694.938965
	Iteration 36Q: 3 clusters Score -976537.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -976540.687500 Penalty: 4694.938965
	Iteration 37Q: 3 clusters Score -976540.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -976541.687500 Penalty: 4694.938965
	Iteration 38Q: 3 clusters Score -976541.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -976543.187500 Penalty: 4694.938965
	Iteration 39Q: 3 clusters Score -976543.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -976543.187500 Penalty: 4694.938965
	Iteration 40F: 3 clusters Score -976543.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55650 members 
Entering Unmasked Estep 
Score: -4255143.000000 Penalty: 2709.855469
	Iteration 0F: 2 clusters Score -4255143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -4217644.000000 Penalty: 5419.710938
	Iteration 0F: 3 clusters Score -4217644 nChanged 25790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -4232066.500000 Penalty: 5419.710938
	Iteration 1F: 3 clusters Score -4232066 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -4232659.000000 Penalty: 5419.710938
	Iteration 2Q: 3 clusters Score -4232659 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -4233225.000000 Penalty: 5419.710938
	Iteration 3Q: 3 clusters Score -4233225 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -4233815.500000 Penalty: 5419.710938
	Iteration 4Q: 3 clusters Score -4233816 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -4234488.000000 Penalty: 5419.710938
	Iteration 5Q: 3 clusters Score -4234488 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -4235295.500000 Penalty: 5419.710938
	Iteration 6Q: 3 clusters Score -4235296 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -4236356.500000 Penalty: 5419.710938
	Iteration 7Q: 3 clusters Score -4236356 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -4237797.000000 Penalty: 5419.710938
	Iteration 8F: 3 clusters Score -4237797 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -4239581.000000 Penalty: 5419.710938
	Iteration 9F: 3 clusters Score -4239581 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -4241688.000000 Penalty: 5419.710938
	Iteration 10F: 3 clusters Score -4241688 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -4244008.500000 Penalty: 5419.710938
	Iteration 11F: 3 clusters Score -4244008 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -4246498.500000 Penalty: 5419.710938
	Iteration 12F: 3 clusters Score -4246498 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50778 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -4248750.500000 Penalty: 5419.710938
	Iteration 13Q: 3 clusters Score -4248750 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52731 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -4250399.500000 Penalty: 5419.710938
	Iteration 14Q: 3 clusters Score -4250400 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54009 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4251525.500000 Penalty: 5419.710938
	Iteration 15Q: 3 clusters Score -4251526 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54666 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4252112.000000 Penalty: 5419.710938
	Iteration 16Q: 3 clusters Score -4252112 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54958 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4252384.000000 Penalty: 5419.710938
	Iteration 17Q: 3 clusters Score -4252384 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55098 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4252540.500000 Penalty: 5419.710938
	Iteration 18Q: 3 clusters Score -4252540 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4252639.000000 Penalty: 5419.710938
	Iteration 19Q: 3 clusters Score -4252639 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55222 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4252693.000000 Penalty: 5419.710938
	Iteration 20F: 3 clusters Score -4252693 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55250 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4252738.500000 Penalty: 5419.710938
	Iteration 21Q: 3 clusters Score -4252738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55259 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4252755.500000 Penalty: 5419.710938
	Iteration 22Q: 3 clusters Score -4252756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4252768.500000 Penalty: 5419.710938
	Iteration 23Q: 3 clusters Score -4252768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55277 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4252773.000000 Penalty: 5419.710938
	Iteration 24Q: 3 clusters Score -4252773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4252781.500000 Penalty: 5419.710938
	Iteration 25Q: 3 clusters Score -4252782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55291 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4252779.000000 Penalty: 5419.710938
	Iteration 26Q: 3 clusters Score -4252779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55298 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4252788.000000 Penalty: 5419.710938
	Iteration 27Q: 3 clusters Score -4252788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4252798.500000 Penalty: 5419.710938
	Iteration 28Q: 3 clusters Score -4252798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55310 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4252806.500000 Penalty: 5419.710938
	Iteration 29Q: 3 clusters Score -4252806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55311 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4252818.500000 Penalty: 5419.710938
	Iteration 30Q: 3 clusters Score -4252818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4252820.500000 Penalty: 5419.710938
	Iteration 31Q: 3 clusters Score -4252820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4252829.000000 Penalty: 5419.710938
	Iteration 32Q: 3 clusters Score -4252829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4252831.500000 Penalty: 5419.710938
	Iteration 33Q: 3 clusters Score -4252832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4252825.500000 Penalty: 5419.710938
	Iteration 34Q: 3 clusters Score -4252826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4252829.500000 Penalty: 5419.710938
	Iteration 35Q: 3 clusters Score -4252830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4252838.500000 Penalty: 5419.710938
	Iteration 36Q: 3 clusters Score -4252838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4252836.500000 Penalty: 5419.710938
	Iteration 37Q: 3 clusters Score -4252836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4252839.500000 Penalty: 5419.710938
	Iteration 38Q: 3 clusters Score -4252840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4252844.000000 Penalty: 5419.710938
	Iteration 39Q: 3 clusters Score -4252844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4252847.500000 Penalty: 5419.710938
	Iteration 40F: 3 clusters Score -4252848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -330301.000000 Penalty: 2109.921631
	Iteration 0F: 2 clusters Score -330301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -325797.375000 Penalty: 4219.843262
	Iteration 0F: 3 clusters Score -325797.4 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -327364.437500 Penalty: 4219.843262
	Iteration 1F: 3 clusters Score -327364.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -328655.968750 Penalty: 4219.843262
	Iteration 2F: 3 clusters Score -328656 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -330539.031250 Penalty: 4219.843262
	Iteration 3F: 3 clusters Score -330539 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -331842.312500 Penalty: 4219.843262
	Iteration 4F: 3 clusters Score -331842.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -332386.250000 Penalty: 4219.843262
	Iteration 5F: 3 clusters Score -332386.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -332527.500000 Penalty: 4219.843262
	Iteration 6Q: 3 clusters Score -332527.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -332564.031250 Penalty: 4219.843262
	Iteration 7Q: 3 clusters Score -332564 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -332578.375000 Penalty: 4219.843262
	Iteration 8Q: 3 clusters Score -332578.4 nChanged 16
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: -332582.093750 Penalty: 4219.843262
	Iteration 9Q: 3 clusters Score -332582.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -332587.000000 Penalty: 4219.843262
	Iteration 10Q: 3 clusters Score -332587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -332588.906250 Penalty: 4219.843262
	Iteration 11Q: 3 clusters Score -332588.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -332589.843750 Penalty: 4219.843262
	Iteration 12Q: 3 clusters Score -332589.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -332591.406250 Penalty: 4219.843262
	Iteration 13Q: 3 clusters Score -332591.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -332591.812500 Penalty: 4219.843262
	Iteration 14Q: 3 clusters Score -332591.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -332592.625000 Penalty: 4219.843262
	Iteration 15Q: 3 clusters Score -332592.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -332592.000000 Penalty: 4219.843262
	Iteration 16Q: 3 clusters Score -332592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -332592.000000 Penalty: 4219.843262
	Iteration 17F: 3 clusters Score -332592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 351035 members 
Mstep: Class 2 contains 36518 members 
Mstep: Class 3 contains 70142 members 
Mstep: Class 4 contains 1857 members 
Mstep: Class 5 contains 15201 members 
Mstep: Class 6 contains 22921 members 
Mstep: Class 7 contains 19481 members 
Mstep: Class 8 contains 30138 members 
Mstep: Class 9 contains 24789 members 
Mstep: Class 10 contains 119130 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 83008 members 
Mstep: Class 13 contains 206691 members 
Mstep: Class 14 contains 1339 members 
Mstep: Class 15 contains 12908 members 
Mstep: Class 16 contains 55650 members 
Mstep: Class 17 contains 3034 members 
Mstep: Class 18 contains 7626 members 
Mstep: Class 19 contains 6587 members 
Mstep: Class 20 contains 27516 members 
Mstep: Class 21 contains 5131 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 193344 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 40844 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 5170 members 
Mstep: Class 28 contains 29108 members 
Mstep: Class 29 contains 5338 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 6173 members 
Mstep: Class 32 contains 1567 members 
Mstep: Class 33 contains 1989 members 
Mstep: Class 34 contains 12365 members 
Mstep: Class 35 contains 1919 members 
Entering Unmasked Estep 
Score: -102235040.000000 Penalty: 122937.960938
Splitting cluster 17 changes total score from -102232936.000000 to -102235040.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 18 (7626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Entering Unmasked Estep 
Score: -526778.312500 Penalty: 2216.950928
	Iteration 0F: 2 clusters Score -526778.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -520626.843750 Penalty: 4433.901855
	Iteration 0F: 3 clusters Score -520626.8 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -522325.718750 Penalty: 4433.901855
	Iteration 1F: 3 clusters Score -522325.7 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -522684.187500 Penalty: 4433.901855
	Iteration 2F: 3 clusters Score -522684.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -523033.593750 Penalty: 4433.901855
	Iteration 3F: 3 clusters Score -523033.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -523435.187500 Penalty: 4433.901855
	Iteration 4F: 3 clusters Score -523435.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -524083.250000 Penalty: 4433.901855
	Iteration 5F: 3 clusters Score -524083.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -525304.625000 Penalty: 4433.901855
	Iteration 6F: 3 clusters Score -525304.6 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -526338.875000 Penalty: 4433.901855
	Iteration 7F: 3 clusters Score -526338.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -526760.187500 Penalty: 4433.901855
	Iteration 8F: 3 clusters Score -526760.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -527039.750000 Penalty: 4433.901855
	Iteration 9Q: 3 clusters Score -527039.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -527269.312500 Penalty: 4433.901855
	Iteration 10Q: 3 clusters Score -527269.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -527429.875000 Penalty: 4433.901855
	Iteration 11Q: 3 clusters Score -527429.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -527523.062500 Penalty: 4433.901855
	Iteration 12Q: 3 clusters Score -527523.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -527579.812500 Penalty: 4433.901855
	Iteration 13Q: 3 clusters Score -527579.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -527612.312500 Penalty: 4433.901855
	Iteration 14Q: 3 clusters Score -527612.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -527645.062500 Penalty: 4433.901855
	Iteration 15Q: 3 clusters Score -527645.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -527673.625000 Penalty: 4433.901855
	Iteration 16Q: 3 clusters Score -527673.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -527696.562500 Penalty: 4433.901855
	Iteration 17Q: 3 clusters Score -527696.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -527713.687500 Penalty: 4433.901855
	Iteration 18Q: 3 clusters Score -527713.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -527739.062500 Penalty: 4433.901855
	Iteration 19Q: 3 clusters Score -527739.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -527761.312500 Penalty: 4433.901855
	Iteration 20F: 3 clusters Score -527761.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -527787.750000 Penalty: 4433.901855
	Iteration 21Q: 3 clusters Score -527787.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -527816.937500 Penalty: 4433.901855
	Iteration 22Q: 3 clusters Score -527816.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -527847.375000 Penalty: 4433.901855
	Iteration 23Q: 3 clusters Score -527847.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -527889.500000 Penalty: 4433.901855
	Iteration 24Q: 3 clusters Score -527889.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -527948.187500 Penalty: 4433.901855
	Iteration 25Q: 3 clusters Score -527948.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -528037.750000 Penalty: 4433.901855
	Iteration 26Q: 3 clusters Score -528037.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -528094.437500 Penalty: 4433.901855
	Iteration 27Q: 3 clusters Score -528094.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -528146.187500 Penalty: 4433.901855
	Iteration 28Q: 3 clusters Score -528146.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -528179.125000 Penalty: 4433.901855
	Iteration 29Q: 3 clusters Score -528179.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -528190.250000 Penalty: 4433.901855
	Iteration 30Q: 3 clusters Score -528190.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -528197.187500 Penalty: 4433.901855
	Iteration 31Q: 3 clusters Score -528197.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -528204.875000 Penalty: 4433.901855
	Iteration 32Q: 3 clusters Score -528204.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -528206.000000 Penalty: 4433.901855
	Iteration 33Q: 3 clusters Score -528206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -528206.812500 Penalty: 4433.901855
	Iteration 34Q: 3 clusters Score -528206.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -528206.812500 Penalty: 4433.901855
	Iteration 35F: 3 clusters Score -528206.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 351035 members 
Mstep: Class 2 contains 36518 members 
Mstep: Class 3 contains 70142 members 
Mstep: Class 4 contains 1857 members 
Mstep: Class 5 contains 15201 members 
Mstep: Class 6 contains 22921 members 
Mstep: Class 7 contains 19481 members 
Mstep: Class 8 contains 30138 members 
Mstep: Class 9 contains 24789 members 
Mstep: Class 10 contains 119130 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 83008 members 
Mstep: Class 13 contains 206691 members 
Mstep: Class 14 contains 1339 members 
Mstep: Class 15 contains 12908 members 
Mstep: Class 16 contains 55650 members 
Mstep: Class 17 contains 3034 members 
Mstep: Class 18 contains 6622 members 
Mstep: Class 19 contains 6587 members 
Mstep: Class 20 contains 27516 members 
Mstep: Class 21 contains 5131 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 193344 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 40844 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 5170 members 
Mstep: Class 28 contains 29108 members 
Mstep: Class 29 contains 5338 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 6173 members 
Mstep: Class 32 contains 1567 members 
Mstep: Class 33 contains 1989 members 
Mstep: Class 34 contains 12365 members 
Mstep: Class 35 contains 1919 members 
Mstep: Class 36 contains 1004 members 
Entering Unmasked Estep 
Score: -102235232.000000 Penalty: 126450.476562
Splitting cluster 18 changes total score from -102232936.000000 to -102235232.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 19 (6587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Entering Unmasked Estep 
Score: -451678.781250 Penalty: 2180.627686
	Iteration 0F: 2 clusters Score -451678.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -446202.000000 Penalty: 4361.255371
	Iteration 0F: 3 clusters Score -446202 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -447887.125000 Penalty: 4361.255371
	Iteration 1F: 3 clusters Score -447887.1 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -448642.500000 Penalty: 4361.255371
	Iteration 2F: 3 clusters Score -448642.5 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -449241.375000 Penalty: 4361.255371
	Iteration 3F: 3 clusters Score -449241.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -449665.687500 Penalty: 4361.255371
	Iteration 4F: 3 clusters Score -449665.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -450061.375000 Penalty: 4361.255371
	Iteration 5F: 3 clusters Score -450061.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -450396.406250 Penalty: 4361.255371
	Iteration 6F: 3 clusters Score -450396.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -450726.468750 Penalty: 4361.255371
	Iteration 7Q: 3 clusters Score -450726.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -451114.593750 Penalty: 4361.255371
	Iteration 8Q: 3 clusters Score -451114.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -451547.968750 Penalty: 4361.255371
	Iteration 9Q: 3 clusters Score -451548 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -451796.406250 Penalty: 4361.255371
	Iteration 10Q: 3 clusters Score -451796.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -451872.093750 Penalty: 4361.255371
	Iteration 11Q: 3 clusters Score -451872.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -451901.281250 Penalty: 4361.255371
	Iteration 12Q: 3 clusters Score -451901.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -451914.437500 Penalty: 4361.255371
	Iteration 13Q: 3 clusters Score -451914.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -451930.750000 Penalty: 4361.255371
	Iteration 14Q: 3 clusters Score -451930.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -451944.531250 Penalty: 4361.255371
	Iteration 15Q: 3 clusters Score -451944.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -451963.562500 Penalty: 4361.255371
	Iteration 16Q: 3 clusters Score -451963.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -451985.125000 Penalty: 4361.255371
	Iteration 17Q: 3 clusters Score -451985.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -452009.906250 Penalty: 4361.255371
	Iteration 18Q: 3 clusters Score -452009.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -452028.531250 Penalty: 4361.255371
	Iteration 19Q: 3 clusters Score -452028.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -452046.968750 Penalty: 4361.255371
	Iteration 20F: 3 clusters Score -452047 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -452075.906250 Penalty: 4361.255371
	Iteration 21Q: 3 clusters Score -452075.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -452108.687500 Penalty: 4361.255371
	Iteration 22Q: 3 clusters Score -452108.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -452142.468750 Penalty: 4361.255371
	Iteration 23Q: 3 clusters Score -452142.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -452174.156250 Penalty: 4361.255371
	Iteration 24Q: 3 clusters Score -452174.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -452206.593750 Penalty: 4361.255371
	Iteration 25Q: 3 clusters Score -452206.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -452235.656250 Penalty: 4361.255371
	Iteration 26Q: 3 clusters Score -452235.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -452265.656250 Penalty: 4361.255371
	Iteration 27Q: 3 clusters Score -452265.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -452288.593750 Penalty: 4361.255371
	Iteration 28Q: 3 clusters Score -452288.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -452301.906250 Penalty: 4361.255371
	Iteration 29Q: 3 clusters Score -452301.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -452309.062500 Penalty: 4361.255371
	Iteration 30Q: 3 clusters Score -452309.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -452313.437500 Penalty: 4361.255371
	Iteration 31Q: 3 clusters Score -452313.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -452317.093750 Penalty: 4361.255371
	Iteration 32Q: 3 clusters Score -452317.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -452319.000000 Penalty: 4361.255371
	Iteration 33Q: 3 clusters Score -452319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -452320.375000 Penalty: 4361.255371
	Iteration 34Q: 3 clusters Score -452320.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -452321.812500 Penalty: 4361.255371
	Iteration 35Q: 3 clusters Score -452321.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -452321.812500 Penalty: 4361.255371
	Iteration 36Q: 3 clusters Score -452321.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -452322.343750 Penalty: 4361.255371
	Iteration 37Q: 3 clusters Score -452322.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -452322.343750 Penalty: 4361.255371
	Iteration 38F: 3 clusters Score -452322.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 351035 members 
Mstep: Class 2 contains 36518 members 
Mstep: Class 3 contains 70142 members 
Mstep: Class 4 contains 1857 members 
Mstep: Class 5 contains 15201 members 
Mstep: Class 6 contains 22921 members 
Mstep: Class 7 contains 19481 members 
Mstep: Class 8 contains 30138 members 
Mstep: Class 9 contains 24789 members 
Mstep: Class 10 contains 119130 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 83008 members 
Mstep: Class 13 contains 206691 members 
Mstep: Class 14 contains 1339 members 
Mstep: Class 15 contains 12908 members 
Mstep: Class 16 contains 55650 members 
Mstep: Class 17 contains 3034 members 
Mstep: Class 18 contains 6622 members 
Mstep: Class 19 contains 3087 members 
Mstep: Class 20 contains 27516 members 
Mstep: Class 21 contains 5131 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 193344 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 40844 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 5170 members 
Mstep: Class 28 contains 29108 members 
Mstep: Class 29 contains 5338 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 6173 members 
Mstep: Class 32 contains 1567 members 
Mstep: Class 33 contains 1989 members 
Mstep: Class 34 contains 12365 members 
Mstep: Class 35 contains 1919 members 
Mstep: Class 36 contains 1004 members 
Mstep: Class 37 contains 3500 members 
Entering Unmasked Estep 
Score: -102234608.000000 Penalty: 129962.984375
Splitting cluster 19 changes total score from -102232936.000000 to -102234608.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 20 (27516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Entering Unmasked Estep 
Score: -2013789.750000 Penalty: 2535.185547
	Iteration 0F: 2 clusters Score -2013790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1994791.250000 Penalty: 5070.371094
	Iteration 0F: 3 clusters Score -1994791 nChanged 12308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2001797.750000 Penalty: 5070.371094
	Iteration 1F: 3 clusters Score -2001798 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2002812.625000 Penalty: 5070.371094
	Iteration 2F: 3 clusters Score -2002813 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2004055.250000 Penalty: 5070.371094
	Iteration 3F: 3 clusters Score -2004055 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2005212.375000 Penalty: 5070.371094
	Iteration 4F: 3 clusters Score -2005212 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -2006248.125000 Penalty: 5070.371094
	Iteration 5F: 3 clusters Score -2006248 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2007300.875000 Penalty: 5070.371094
	Iteration 6F: 3 clusters Score -2007301 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2008247.500000 Penalty: 5070.371094
	Iteration 7F: 3 clusters Score -2008248 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2008918.625000 Penalty: 5070.371094
	Iteration 8Q: 3 clusters Score -2008919 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2009376.000000 Penalty: 5070.371094
	Iteration 9Q: 3 clusters Score -2009376 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2009717.250000 Penalty: 5070.371094
	Iteration 10Q: 3 clusters Score -2009717 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2009992.250000 Penalty: 5070.371094
	Iteration 11Q: 3 clusters Score -2009992 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2010215.875000 Penalty: 5070.371094
	Iteration 12Q: 3 clusters Score -2010216 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2010364.500000 Penalty: 5070.371094
	Iteration 13Q: 3 clusters Score -2010364 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2010506.250000 Penalty: 5070.371094
	Iteration 14Q: 3 clusters Score -2010506 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2010644.500000 Penalty: 5070.371094
	Iteration 15Q: 3 clusters Score -2010644 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2010781.000000 Penalty: 5070.371094
	Iteration 16Q: 3 clusters Score -2010781 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2010917.125000 Penalty: 5070.371094
	Iteration 17Q: 3 clusters Score -2010917 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2011043.500000 Penalty: 5070.371094
	Iteration 18Q: 3 clusters Score -2011044 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2011174.875000 Penalty: 5070.371094
	Iteration 19Q: 3 clusters Score -2011175 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2011315.500000 Penalty: 5070.371094
	Iteration 20F: 3 clusters Score -2011316 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2011466.625000 Penalty: 5070.371094
	Iteration 21Q: 3 clusters Score -2011467 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2011632.000000 Penalty: 5070.371094
	Iteration 22Q: 3 clusters Score -2011632 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2011796.250000 Penalty: 5070.371094
	Iteration 23Q: 3 clusters Score -2011796 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2011960.750000 Penalty: 5070.371094
	Iteration 24Q: 3 clusters Score -2011961 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2012140.250000 Penalty: 5070.371094
	Iteration 25Q: 3 clusters Score -2012140 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2012330.875000 Penalty: 5070.371094
	Iteration 26Q: 3 clusters Score -2012331 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -2012540.125000 Penalty: 5070.371094
	Iteration 27Q: 3 clusters Score -2012540 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2012757.875000 Penalty: 5070.371094
	Iteration 28Q: 3 clusters Score -2012758 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2013004.625000 Penalty: 5070.371094
	Iteration 29Q: 3 clusters Score -2013005 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2013338.875000 Penalty: 5070.371094
	Iteration 30Q: 3 clusters Score -2013339 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2013762.750000 Penalty: 5070.371094
	Iteration 31Q: 3 clusters Score -2013763 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2014261.625000 Penalty: 5070.371094
	Iteration 32Q: 3 clusters Score -2014262 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2014679.375000 Penalty: 5070.371094
	Iteration 33Q: 3 clusters Score -2014679 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2014970.250000 Penalty: 5070.371094
	Iteration 34Q: 3 clusters Score -2014970 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2015119.000000 Penalty: 5070.371094
	Iteration 35Q: 3 clusters Score -2015119 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2015207.000000 Penalty: 5070.371094
	Iteration 36Q: 3 clusters Score -2015207 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2015251.250000 Penalty: 5070.371094
	Iteration 37Q: 3 clusters Score -2015251 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2015277.000000 Penalty: 5070.371094
	Iteration 38Q: 3 clusters Score -2015277 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2015302.250000 Penalty: 5070.371094
	Iteration 39Q: 3 clusters Score -2015302 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2015343.625000 Penalty: 5070.371094
	Iteration 40F: 3 clusters Score -2015344 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2015354.625000 Penalty: 5070.371094
	Iteration 41Q: 3 clusters Score -2015355 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2015371.250000 Penalty: 5070.371094
	Iteration 42Q: 3 clusters Score -2015371 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2015378.250000 Penalty: 5070.371094
	Iteration 43Q: 3 clusters Score -2015378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2015380.250000 Penalty: 5070.371094
	Iteration 44Q: 3 clusters Score -2015380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2015383.500000 Penalty: 5070.371094
	Iteration 45Q: 3 clusters Score -2015384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -2015386.250000 Penalty: 5070.371094
	Iteration 46Q: 3 clusters Score -2015386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2015389.625000 Penalty: 5070.371094
	Iteration 47Q: 3 clusters Score -2015390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2015392.750000 Penalty: 5070.371094
	Iteration 48Q: 3 clusters Score -2015393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2015391.750000 Penalty: 5070.371094
	Iteration 49Q: 3 clusters Score -2015392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2015394.125000 Penalty: 5070.371094
	Iteration 50Q: 3 clusters Score -2015394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2015394.250000 Penalty: 5070.371094
	Iteration 51Q: 3 clusters Score -2015394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2015392.500000 Penalty: 5070.371094
	Iteration 52Q: 3 clusters Score -2015392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2015393.500000 Penalty: 5070.371094
	Iteration 53Q: 3 clusters Score -2015394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2015391.750000 Penalty: 5070.371094
	Iteration 54Q: 3 clusters Score -2015392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2015393.375000 Penalty: 5070.371094
	Iteration 55Q: 3 clusters Score -2015393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2015394.125000 Penalty: 5070.371094
	Iteration 56Q: 3 clusters Score -2015394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2015394.500000 Penalty: 5070.371094
	Iteration 57Q: 3 clusters Score -2015394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2015395.125000 Penalty: 5070.371094
	Iteration 58Q: 3 clusters Score -2015395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2015397.000000 Penalty: 5070.371094
	Iteration 59Q: 3 clusters Score -2015397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2015400.125000 Penalty: 5070.371094
	Iteration 60F: 3 clusters Score -2015400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2015398.625000 Penalty: 5070.371094
	Iteration 61Q: 3 clusters Score -2015399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2015404.875000 Penalty: 5070.371094
	Iteration 62Q: 3 clusters Score -2015405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2015402.000000 Penalty: 5070.371094
	Iteration 63Q: 3 clusters Score -2015402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -2015409.625000 Penalty: 5070.371094
	Iteration 64Q: 3 clusters Score -2015410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2015406.500000 Penalty: 5070.371094
	Iteration 65Q: 3 clusters Score -2015406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2015404.750000 Penalty: 5070.371094
	Iteration 66Q: 3 clusters Score -2015405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2015406.750000 Penalty: 5070.371094
	Iteration 67Q: 3 clusters Score -2015407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2015412.000000 Penalty: 5070.371094
	Iteration 68Q: 3 clusters Score -2015412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2015415.000000 Penalty: 5070.371094
	Iteration 69Q: 3 clusters Score -2015415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2015415.250000 Penalty: 5070.371094
	Iteration 70Q: 3 clusters Score -2015415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -2015417.125000 Penalty: 5070.371094
	Iteration 71Q: 3 clusters Score -2015417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2015421.375000 Penalty: 5070.371094
	Iteration 72Q: 3 clusters Score -2015421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2015420.125000 Penalty: 5070.371094
	Iteration 73Q: 3 clusters Score -2015420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2015417.500000 Penalty: 5070.371094
	Iteration 74Q: 3 clusters Score -2015418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2015418.375000 Penalty: 5070.371094
	Iteration 75Q: 3 clusters Score -2015418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2015422.625000 Penalty: 5070.371094
	Iteration 76Q: 3 clusters Score -2015423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2015424.375000 Penalty: 5070.371094
	Iteration 77Q: 3 clusters Score -2015424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -2015424.875000 Penalty: 5070.371094
	Iteration 78Q: 3 clusters Score -2015425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -2015424.875000 Penalty: 5070.371094
	Iteration 79F: 3 clusters Score -2015425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 351035 members 
Mstep: Class 2 contains 36518 members 
Mstep: Class 3 contains 70142 members 
Mstep: Class 4 contains 1857 members 
Mstep: Class 5 contains 15201 members 
Mstep: Class 6 contains 22921 members 
Mstep: Class 7 contains 19481 members 
Mstep: Class 8 contains 30138 members 
Mstep: Class 9 contains 24789 members 
Mstep: Class 10 contains 119130 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 83008 members 
Mstep: Class 13 contains 206691 members 
Mstep: Class 14 contains 1339 members 
Mstep: Class 15 contains 12908 members 
Mstep: Class 16 contains 55650 members 
Mstep: Class 17 contains 3034 members 
Mstep: Class 18 contains 6622 members 
Mstep: Class 19 contains 3087 members 
Mstep: Class 20 contains 8639 members 
Mstep: Class 21 contains 5131 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 193344 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 40844 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 5170 members 
Mstep: Class 28 contains 29108 members 
Mstep: Class 29 contains 5338 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 6173 members 
Mstep: Class 32 contains 1567 members 
Mstep: Class 33 contains 1989 members 
Mstep: Class 34 contains 12365 members 
Mstep: Class 35 contains 1919 members 
Mstep: Class 36 contains 1004 members 
Mstep: Class 37 contains 3500 members 
Mstep: Class 38 contains 18877 members 
Entering Unmasked Estep 
Score: -102235488.000000 Penalty: 133475.500000
Splitting cluster 20 changes total score from -102232936.000000 to -102235488.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 21 (5131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Entering Unmasked Estep 
Score: -361085.468750 Penalty: 2118.677734
	Iteration 0F: 2 clusters Score -361085.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -356432.812500 Penalty: 4237.355469
	Iteration 0F: 3 clusters Score -356432.8 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -357737.718750 Penalty: 4237.355469
	Iteration 1F: 3 clusters Score -357737.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -358220.500000 Penalty: 4237.355469
	Iteration 2F: 3 clusters Score -358220.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -358709.062500 Penalty: 4237.355469
	Iteration 3F: 3 clusters Score -358709.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -359176.781250 Penalty: 4237.355469
	Iteration 4F: 3 clusters Score -359176.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -359555.781250 Penalty: 4237.355469
	Iteration 5F: 3 clusters Score -359555.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -359835.218750 Penalty: 4237.355469
	Iteration 6F: 3 clusters Score -359835.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -360058.875000 Penalty: 4237.355469
	Iteration 7F: 3 clusters Score -360058.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -360247.031250 Penalty: 4237.355469
	Iteration 8Q: 3 clusters Score -360247 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -360410.375000 Penalty: 4237.355469
	Iteration 9Q: 3 clusters Score -360410.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -360559.656250 Penalty: 4237.355469
	Iteration 10Q: 3 clusters Score -360559.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -360743.968750 Penalty: 4237.355469
	Iteration 11Q: 3 clusters Score -360744 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -360932.531250 Penalty: 4237.355469
	Iteration 12Q: 3 clusters Score -360932.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -361153.875000 Penalty: 4237.355469
	Iteration 13Q: 3 clusters Score -361153.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -361398.593750 Penalty: 4237.355469
	Iteration 14Q: 3 clusters Score -361398.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -361657.250000 Penalty: 4237.355469
	Iteration 15Q: 3 clusters Score -361657.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -361816.375000 Penalty: 4237.355469
	Iteration 16Q: 3 clusters Score -361816.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -361945.750000 Penalty: 4237.355469
	Iteration 17Q: 3 clusters Score -361945.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -362107.093750 Penalty: 4237.355469
	Iteration 18Q: 3 clusters Score -362107.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -362377.375000 Penalty: 4237.355469
	Iteration 19Q: 3 clusters Score -362377.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -362867.562500 Penalty: 4237.355469
	Iteration 20F: 3 clusters Score -362867.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -363180.406250 Penalty: 4237.355469
	Iteration 21Q: 3 clusters Score -363180.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -363206.531250 Penalty: 4237.355469
	Iteration 22Q: 3 clusters Score -363206.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -363209.843750 Penalty: 4237.355469
	Iteration 23Q: 3 clusters Score -363209.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -363209.843750 Penalty: 4237.355469
	Iteration 24F: 3 clusters Score -363209.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 351035 members 
Mstep: Class 2 contains 36518 members 
Mstep: Class 3 contains 70142 members 
Mstep: Class 4 contains 1857 members 
Mstep: Class 5 contains 15201 members 
Mstep: Class 6 contains 22921 members 
Mstep: Class 7 contains 19481 members 
Mstep: Class 8 contains 30138 members 
Mstep: Class 9 contains 24789 members 
Mstep: Class 10 contains 119130 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 83008 members 
Mstep: Class 13 contains 206691 members 
Mstep: Class 14 contains 1339 members 
Mstep: Class 15 contains 12908 members 
Mstep: Class 16 contains 55650 members 
Mstep: Class 17 contains 3034 members 
Mstep: Class 18 contains 6622 members 
Mstep: Class 19 contains 3087 members 
Mstep: Class 20 contains 8639 members 
Mstep: Class 21 contains 3491 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 193344 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 40844 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 5170 members 
Mstep: Class 28 contains 29108 members 
Mstep: Class 29 contains 5338 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 6173 members 
Mstep: Class 32 contains 1567 members 
Mstep: Class 33 contains 1989 members 
Mstep: Class 34 contains 12365 members 
Mstep: Class 35 contains 1919 members 
Mstep: Class 36 contains 1004 members 
Mstep: Class 37 contains 3500 members 
Mstep: Class 38 contains 18877 members 
Mstep: Class 39 contains 1640 members 
Entering Unmasked Estep 
Score: -102236424.000000 Penalty: 136988.015625
Splitting cluster 21 changes total score from -102232936.000000 to -102236424.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 22 (4479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Entering Unmasked Estep 
Score: -252816.781250 Penalty: 2084.974365
	Iteration 0F: 2 clusters Score -252816.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -248670.390625 Penalty: 4169.948730
	Iteration 0F: 3 clusters Score -248670.4 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -250247.062500 Penalty: 4169.948730
	Iteration 1F: 3 clusters Score -250247.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -251339.875000 Penalty: 4169.948730
	Iteration 2F: 3 clusters Score -251339.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -251978.625000 Penalty: 4169.948730
	Iteration 3F: 3 clusters Score -251978.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -252321.890625 Penalty: 4169.948730
	Iteration 4F: 3 clusters Score -252321.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -252531.484375 Penalty: 4169.948730
	Iteration 5Q: 3 clusters Score -252531.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -252666.000000 Penalty: 4169.948730
	Iteration 6Q: 3 clusters Score -252666 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -252736.796875 Penalty: 4169.948730
	Iteration 7Q: 3 clusters Score -252736.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -252783.421875 Penalty: 4169.948730
	Iteration 8Q: 3 clusters Score -252783.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -252821.421875 Penalty: 4169.948730
	Iteration 9Q: 3 clusters Score -252821.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -252836.218750 Penalty: 4169.948730
	Iteration 10Q: 3 clusters Score -252836.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -252846.265625 Penalty: 4169.948730
	Iteration 11Q: 3 clusters Score -252846.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -252858.062500 Penalty: 4169.948730
	Iteration 12Q: 3 clusters Score -252858.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -252868.656250 Penalty: 4169.948730
	Iteration 13Q: 3 clusters Score -252868.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -252876.343750 Penalty: 4169.948730
	Iteration 14Q: 3 clusters Score -252876.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -252881.250000 Penalty: 4169.948730
	Iteration 15Q: 3 clusters Score -252881.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -252887.796875 Penalty: 4169.948730
	Iteration 16Q: 3 clusters Score -252887.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -252891.265625 Penalty: 4169.948730
	Iteration 17Q: 3 clusters Score -252891.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -252892.812500 Penalty: 4169.948730
	Iteration 18Q: 3 clusters Score -252892.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -252894.812500 Penalty: 4169.948730
	Iteration 19Q: 3 clusters Score -252894.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -252896.625000 Penalty: 4169.948730
	Iteration 20F: 3 clusters Score -252896.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -252897.312500 Penalty: 4169.948730
	Iteration 21Q: 3 clusters Score -252897.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -252898.046875 Penalty: 4169.948730
	Iteration 22Q: 3 clusters Score -252898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -252898.687500 Penalty: 4169.948730
	Iteration 23Q: 3 clusters Score -252898.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -252899.156250 Penalty: 4169.948730
	Iteration 24Q: 3 clusters Score -252899.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -252899.859375 Penalty: 4169.948730
	Iteration 25Q: 3 clusters Score -252899.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -252900.718750 Penalty: 4169.948730
	Iteration 26Q: 3 clusters Score -252900.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -252902.640625 Penalty: 4169.948730
	Iteration 27Q: 3 clusters Score -252902.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -252904.750000 Penalty: 4169.948730
	Iteration 28Q: 3 clusters Score -252904.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -252907.640625 Penalty: 4169.948730
	Iteration 29Q: 3 clusters Score -252907.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -252911.156250 Penalty: 4169.948730
	Iteration 30Q: 3 clusters Score -252911.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -252914.187500 Penalty: 4169.948730
	Iteration 31Q: 3 clusters Score -252914.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -252918.000000 Penalty: 4169.948730
	Iteration 32Q: 3 clusters Score -252918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -252920.765625 Penalty: 4169.948730
	Iteration 33Q: 3 clusters Score -252920.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -252924.265625 Penalty: 4169.948730
	Iteration 34Q: 3 clusters Score -252924.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -252928.171875 Penalty: 4169.948730
	Iteration 35Q: 3 clusters Score -252928.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -252932.187500 Penalty: 4169.948730
	Iteration 36Q: 3 clusters Score -252932.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -252934.468750 Penalty: 4169.948730
	Iteration 37Q: 3 clusters Score -252934.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -252936.187500 Penalty: 4169.948730
	Iteration 38Q: 3 clusters Score -252936.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -252937.500000 Penalty: 4169.948730
	Iteration 39Q: 3 clusters Score -252937.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -252940.109375 Penalty: 4169.948730
	Iteration 40F: 3 clusters Score -252940.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -252941.171875 Penalty: 4169.948730
	Iteration 41Q: 3 clusters Score -252941.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -252941.500000 Penalty: 4169.948730
	Iteration 42Q: 3 clusters Score -252941.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -252943.453125 Penalty: 4169.948730
	Iteration 43Q: 3 clusters Score -252943.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -252946.046875 Penalty: 4169.948730
	Iteration 44Q: 3 clusters Score -252946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -252946.640625 Penalty: 4169.948730
	Iteration 45Q: 3 clusters Score -252946.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -252950.203125 Penalty: 4169.948730
	Iteration 46Q: 3 clusters Score -252950.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -252953.187500 Penalty: 4169.948730
	Iteration 47Q: 3 clusters Score -252953.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -252957.484375 Penalty: 4169.948730
	Iteration 48Q: 3 clusters Score -252957.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -252961.328125 Penalty: 4169.948730
	Iteration 49Q: 3 clusters Score -252961.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -252965.031250 Penalty: 4169.948730
	Iteration 50Q: 3 clusters Score -252965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -252970.546875 Penalty: 4169.948730
	Iteration 51Q: 3 clusters Score -252970.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -252976.531250 Penalty: 4169.948730
	Iteration 52Q: 3 clusters Score -252976.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -252983.531250 Penalty: 4169.948730
	Iteration 53Q: 3 clusters Score -252983.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -252996.171875 Penalty: 4169.948730
	Iteration 54Q: 3 clusters Score -252996.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -253020.593750 Penalty: 4169.948730
	Iteration 55Q: 3 clusters Score -253020.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -253060.312500 Penalty: 4169.948730
	Iteration 56Q: 3 clusters Score -253060.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -253126.281250 Penalty: 4169.948730
	Iteration 57Q: 3 clusters Score -253126.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -253204.890625 Penalty: 4169.948730
	Iteration 58Q: 3 clusters Score -253204.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -253291.312500 Penalty: 4169.948730
	Iteration 59Q: 3 clusters Score -253291.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -253365.796875 Penalty: 4169.948730
	Iteration 60F: 3 clusters Score -253365.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -253440.531250 Penalty: 4169.948730
	Iteration 61Q: 3 clusters Score -253440.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -253514.531250 Penalty: 4169.948730
	Iteration 62Q: 3 clusters Score -253514.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -253595.343750 Penalty: 4169.948730
	Iteration 63Q: 3 clusters Score -253595.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -253674.453125 Penalty: 4169.948730
	Iteration 64Q: 3 clusters Score -253674.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -253733.765625 Penalty: 4169.948730
	Iteration 65Q: 3 clusters Score -253733.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -253808.296875 Penalty: 4169.948730
	Iteration 66Q: 3 clusters Score -253808.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -253863.437500 Penalty: 4169.948730
	Iteration 67Q: 3 clusters Score -253863.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -253900.562500 Penalty: 4169.948730
	Iteration 68Q: 3 clusters Score -253900.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -253924.234375 Penalty: 4169.948730
	Iteration 69Q: 3 clusters Score -253924.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -253931.468750 Penalty: 4169.948730
	Iteration 70Q: 3 clusters Score -253931.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -253937.000000 Penalty: 4169.948730
	Iteration 71Q: 3 clusters Score -253937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -253950.328125 Penalty: 4169.948730
	Iteration 72Q: 3 clusters Score -253950.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -253968.328125 Penalty: 4169.948730
	Iteration 73Q: 3 clusters Score -253968.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -253986.234375 Penalty: 4169.948730
	Iteration 74Q: 3 clusters Score -253986.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -253998.031250 Penalty: 4169.948730
	Iteration 75Q: 3 clusters Score -253998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -254005.781250 Penalty: 4169.948730
	Iteration 76Q: 3 clusters Score -254005.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -254014.250000 Penalty: 4169.948730
	Iteration 77Q: 3 clusters Score -254014.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -254020.656250 Penalty: 4169.948730
	Iteration 78Q: 3 clusters Score -254020.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -254023.796875 Penalty: 4169.948730
	Iteration 79Q: 3 clusters Score -254023.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -254077.421875 Penalty: 4169.948730
	Iteration 80F: 3 clusters Score -254077.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -254119.187500 Penalty: 4169.948730
	Iteration 81Q: 3 clusters Score -254119.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -254150.046875 Penalty: 4169.948730
	Iteration 82Q: 3 clusters Score -254150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -254183.390625 Penalty: 4169.948730
	Iteration 83Q: 3 clusters Score -254183.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -254220.187500 Penalty: 4169.948730
	Iteration 84Q: 3 clusters Score -254220.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -254253.406250 Penalty: 4169.948730
	Iteration 85Q: 3 clusters Score -254253.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -254273.718750 Penalty: 4169.948730
	Iteration 86Q: 3 clusters Score -254273.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -254304.906250 Penalty: 4169.948730
	Iteration 87Q: 3 clusters Score -254304.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -254342.890625 Penalty: 4169.948730
	Iteration 88Q: 3 clusters Score -254342.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -254388.890625 Penalty: 4169.948730
	Iteration 89Q: 3 clusters Score -254388.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -254441.265625 Penalty: 4169.948730
	Iteration 90Q: 3 clusters Score -254441.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -254490.140625 Penalty: 4169.948730
	Iteration 91Q: 3 clusters Score -254490.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -254524.546875 Penalty: 4169.948730
	Iteration 92Q: 3 clusters Score -254524.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -254550.281250 Penalty: 4169.948730
	Iteration 93Q: 3 clusters Score -254550.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -254572.906250 Penalty: 4169.948730
	Iteration 94Q: 3 clusters Score -254572.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -254587.031250 Penalty: 4169.948730
	Iteration 95Q: 3 clusters Score -254587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -254601.359375 Penalty: 4169.948730
	Iteration 96Q: 3 clusters Score -254601.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -254616.343750 Penalty: 4169.948730
	Iteration 97Q: 3 clusters Score -254616.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -254633.812500 Penalty: 4169.948730
	Iteration 98Q: 3 clusters Score -254633.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -254667.562500 Penalty: 4169.948730
	Iteration 99Q: 3 clusters Score -254667.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -254707.406250 Penalty: 4169.948730
	Iteration 100F: 3 clusters Score -254707.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -254739.500000 Penalty: 4169.948730
	Iteration 101Q: 3 clusters Score -254739.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -254761.156250 Penalty: 4169.948730
	Iteration 102Q: 3 clusters Score -254761.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -254770.453125 Penalty: 4169.948730
	Iteration 103Q: 3 clusters Score -254770.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -254775.609375 Penalty: 4169.948730
	Iteration 104Q: 3 clusters Score -254775.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -254780.140625 Penalty: 4169.948730
	Iteration 105Q: 3 clusters Score -254780.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -254782.343750 Penalty: 4169.948730
	Iteration 106Q: 3 clusters Score -254782.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -254784.265625 Penalty: 4169.948730
	Iteration 107Q: 3 clusters Score -254784.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -254785.578125 Penalty: 4169.948730
	Iteration 108Q: 3 clusters Score -254785.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -254785.859375 Penalty: 4169.948730
	Iteration 109Q: 3 clusters Score -254785.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -254785.859375 Penalty: 4169.948730
	Iteration 110F: 3 clusters Score -254785.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 351035 members 
Mstep: Class 2 contains 36518 members 
Mstep: Class 3 contains 70142 members 
Mstep: Class 4 contains 1857 members 
Mstep: Class 5 contains 15201 members 
Mstep: Class 6 contains 22921 members 
Mstep: Class 7 contains 19481 members 
Mstep: Class 8 contains 30138 members 
Mstep: Class 9 contains 24789 members 
Mstep: Class 10 contains 119130 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 83008 members 
Mstep: Class 13 contains 206691 members 
Mstep: Class 14 contains 1339 members 
Mstep: Class 15 contains 12908 members 
Mstep: Class 16 contains 55650 members 
Mstep: Class 17 contains 3034 members 
Mstep: Class 18 contains 6622 members 
Mstep: Class 19 contains 3087 members 
Mstep: Class 20 contains 8639 members 
Mstep: Class 21 contains 3491 members 
Mstep: Class 22 contains 2325 members 
Mstep: Class 23 contains 193344 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 40844 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 5170 members 
Mstep: Class 28 contains 29108 members 
Mstep: Class 29 contains 5338 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 6173 members 
Mstep: Class 32 contains 1567 members 
Mstep: Class 33 contains 1989 members 
Mstep: Class 34 contains 12365 members 
Mstep: Class 35 contains 1919 members 
Mstep: Class 36 contains 1004 members 
Mstep: Class 37 contains 3500 members 
Mstep: Class 38 contains 18877 members 
Mstep: Class 39 contains 1640 members 
Mstep: Class 40 contains 2154 members 
Entering Unmasked Estep 
Score: -102236720.000000 Penalty: 140500.531250
Splitting cluster 22 changes total score from -102232936.000000 to -102236720.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 23 (193344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193344 members 
Entering Unmasked Estep 
Score: -14904025.000000 Penalty: 3018.711914
	Iteration 0F: 2 clusters Score -1.490402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96819 members 
Mstep: Class 2 contains 96525 members 
Entering Unmasked Estep 
Score: -14774200.000000 Penalty: 6037.423828
	Iteration 0F: 3 clusters Score -1.47742e+07 nChanged 93014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98917 members 
Mstep: Class 2 contains 94427 members 
Entering Unmasked Estep 
Score: -14828683.000000 Penalty: 6037.423828
	Iteration 1F: 3 clusters Score -1.482868e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100486 members 
Mstep: Class 2 contains 92858 members 
Entering Unmasked Estep 
Score: -14829917.000000 Penalty: 6037.423828
	Iteration 2Q: 3 clusters Score -1.482992e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102975 members 
Mstep: Class 2 contains 90369 members 
Entering Unmasked Estep 
Score: -14831419.000000 Penalty: 6037.423828
	Iteration 3Q: 3 clusters Score -1.483142e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106784 members 
Mstep: Class 2 contains 86560 members 
Entering Unmasked Estep 
Score: -14833787.000000 Penalty: 6037.423828
	Iteration 4Q: 3 clusters Score -1.483379e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112499 members 
Mstep: Class 2 contains 80845 members 
Entering Unmasked Estep 
Score: -14837271.000000 Penalty: 6037.423828
	Iteration 5Q: 3 clusters Score -1.483727e+07 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120347 members 
Mstep: Class 2 contains 72997 members 
Entering Unmasked Estep 
Score: -14842525.000000 Penalty: 6037.423828
	Iteration 6F: 3 clusters Score -1.484252e+07 nChanged 11820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130511 members 
Mstep: Class 2 contains 62833 members 
Entering Unmasked Estep 
Score: -14850521.000000 Penalty: 6037.423828
	Iteration 7F: 3 clusters Score -1.485052e+07 nChanged 12626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141961 members 
Mstep: Class 2 contains 51383 members 
Entering Unmasked Estep 
Score: -14860399.000000 Penalty: 6037.423828
	Iteration 8F: 3 clusters Score -1.48604e+07 nChanged 12033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153136 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -14870754.000000 Penalty: 6037.423828
	Iteration 9F: 3 clusters Score -1.487075e+07 nChanged 10212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162670 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -14879183.000000 Penalty: 6037.423828
	Iteration 10F: 3 clusters Score -1.487918e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169974 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -14885164.000000 Penalty: 6037.423828
	Iteration 11Q: 3 clusters Score -1.488516e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175596 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -14889319.000000 Penalty: 6037.423828
	Iteration 12Q: 3 clusters Score -1.488932e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180133 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -14892634.000000 Penalty: 6037.423828
	Iteration 13Q: 3 clusters Score -1.489263e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183820 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -14895404.000000 Penalty: 6037.423828
	Iteration 14Q: 3 clusters Score -1.48954e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186725 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -14897677.000000 Penalty: 6037.423828
	Iteration 15Q: 3 clusters Score -1.489768e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188813 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -14899305.000000 Penalty: 6037.423828
	Iteration 16Q: 3 clusters Score -1.48993e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190183 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -14900278.000000 Penalty: 6037.423828
	Iteration 17Q: 3 clusters Score -1.490028e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190993 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -14900853.000000 Penalty: 6037.423828
	Iteration 18Q: 3 clusters Score -1.490085e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191485 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -14901181.000000 Penalty: 6037.423828
	Iteration 19Q: 3 clusters Score -1.490118e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191803 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -14901451.000000 Penalty: 6037.423828
	Iteration 20F: 3 clusters Score -1.490145e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191986 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -14901540.000000 Penalty: 6037.423828
	Iteration 21Q: 3 clusters Score -1.490154e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192109 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -14901663.000000 Penalty: 6037.423828
	Iteration 22Q: 3 clusters Score -1.490166e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192183 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -14901750.000000 Penalty: 6037.423828
	Iteration 23Q: 3 clusters Score -1.490175e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192228 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -14901783.000000 Penalty: 6037.423828
	Iteration 24Q: 3 clusters Score -1.490178e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192271 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -14901864.000000 Penalty: 6037.423828
	Iteration 25Q: 3 clusters Score -1.490186e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192290 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -14901962.000000 Penalty: 6037.423828
	Iteration 26Q: 3 clusters Score -1.490196e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192308 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -14901994.000000 Penalty: 6037.423828
	Iteration 27Q: 3 clusters Score -1.490199e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192309 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -14902033.000000 Penalty: 6037.423828
	Iteration 28Q: 3 clusters Score -1.490203e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192318 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -14902093.000000 Penalty: 6037.423828
	Iteration 29Q: 3 clusters Score -1.490209e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192320 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -14902102.000000 Penalty: 6037.423828
	Iteration 30Q: 3 clusters Score -1.49021e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192325 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -14902132.000000 Penalty: 6037.423828
	Iteration 31Q: 3 clusters Score -1.490213e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192336 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -14902151.000000 Penalty: 6037.423828
	Iteration 32Q: 3 clusters Score -1.490215e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192333 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -14902166.000000 Penalty: 6037.423828
	Iteration 33Q: 3 clusters Score -1.490217e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192336 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -14902206.000000 Penalty: 6037.423828
	Iteration 34Q: 3 clusters Score -1.490221e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192344 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -14902203.000000 Penalty: 6037.423828
	Iteration 35Q: 3 clusters Score -1.49022e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192354 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -14902224.000000 Penalty: 6037.423828
	Iteration 36Q: 3 clusters Score -1.490222e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192356 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -14902235.000000 Penalty: 6037.423828
	Iteration 37Q: 3 clusters Score -1.490224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192359 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -14902246.000000 Penalty: 6037.423828
	Iteration 38Q: 3 clusters Score -1.490225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192362 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -14902248.000000 Penalty: 6037.423828
	Iteration 39Q: 3 clusters Score -1.490225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192364 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -14902293.000000 Penalty: 6037.423828
	Iteration 40F: 3 clusters Score -1.490229e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192331 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -14902322.000000 Penalty: 6037.423828
	Iteration 41Q: 3 clusters Score -1.490232e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192316 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -14902323.000000 Penalty: 6037.423828
	Iteration 42Q: 3 clusters Score -1.490232e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192309 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -14902334.000000 Penalty: 6037.423828
	Iteration 43Q: 3 clusters Score -1.490233e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192309 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -14902348.000000 Penalty: 6037.423828
	Iteration 44Q: 3 clusters Score -1.490235e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192311 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -14902370.000000 Penalty: 6037.423828
	Iteration 45Q: 3 clusters Score -1.490237e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192305 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -14902390.000000 Penalty: 6037.423828
	Iteration 46Q: 3 clusters Score -1.490239e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192293 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -14902412.000000 Penalty: 6037.423828
	Iteration 47Q: 3 clusters Score -1.490241e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192277 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -14902430.000000 Penalty: 6037.423828
	Iteration 48Q: 3 clusters Score -1.490243e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192262 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -14902437.000000 Penalty: 6037.423828
	Iteration 49Q: 3 clusters Score -1.490244e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192245 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -14902434.000000 Penalty: 6037.423828
	Iteration 50Q: 3 clusters Score -1.490243e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192239 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -14902428.000000 Penalty: 6037.423828
	Iteration 51Q: 3 clusters Score -1.490243e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192233 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -14902441.000000 Penalty: 6037.423828
	Iteration 52Q: 3 clusters Score -1.490244e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192223 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -14902437.000000 Penalty: 6037.423828
	Iteration 53Q: 3 clusters Score -1.490244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192217 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -14902436.000000 Penalty: 6037.423828
	Iteration 54Q: 3 clusters Score -1.490244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192214 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -14902444.000000 Penalty: 6037.423828
	Iteration 55Q: 3 clusters Score -1.490244e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192212 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -14902453.000000 Penalty: 6037.423828
	Iteration 56Q: 3 clusters Score -1.490245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192209 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -14902455.000000 Penalty: 6037.423828
	Iteration 57Q: 3 clusters Score -1.490246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192206 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -14902456.000000 Penalty: 6037.423828
	Iteration 58Q: 3 clusters Score -1.490246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192202 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -14902441.000000 Penalty: 6037.423828
	Iteration 59Q: 3 clusters Score -1.490244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192199 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -14902448.000000 Penalty: 6037.423828
	Iteration 60F: 3 clusters Score -1.490245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192197 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -14902450.000000 Penalty: 6037.423828
	Iteration 61Q: 3 clusters Score -1.490245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192194 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -14902463.000000 Penalty: 6037.423828
	Iteration 62Q: 3 clusters Score -1.490246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192188 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -14902482.000000 Penalty: 6037.423828
	Iteration 63Q: 3 clusters Score -1.490248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192180 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -14902483.000000 Penalty: 6037.423828
	Iteration 64Q: 3 clusters Score -1.490248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192165 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -14902478.000000 Penalty: 6037.423828
	Iteration 65Q: 3 clusters Score -1.490248e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192155 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -14902499.000000 Penalty: 6037.423828
	Iteration 66Q: 3 clusters Score -1.49025e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192149 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -14902494.000000 Penalty: 6037.423828
	Iteration 67Q: 3 clusters Score -1.490249e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192137 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -14902508.000000 Penalty: 6037.423828
	Iteration 68Q: 3 clusters Score -1.490251e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192121 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -14902511.000000 Penalty: 6037.423828
	Iteration 69Q: 3 clusters Score -1.490251e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192106 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -14902521.000000 Penalty: 6037.423828
	Iteration 70Q: 3 clusters Score -1.490252e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192093 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -14902519.000000 Penalty: 6037.423828
	Iteration 71Q: 3 clusters Score -1.490252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192087 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -14902519.000000 Penalty: 6037.423828
	Iteration 72Q: 3 clusters Score -1.490252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192074 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -14902540.000000 Penalty: 6037.423828
	Iteration 73Q: 3 clusters Score -1.490254e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192065 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -14902548.000000 Penalty: 6037.423828
	Iteration 74Q: 3 clusters Score -1.490255e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192053 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -14902566.000000 Penalty: 6037.423828
	Iteration 75Q: 3 clusters Score -1.490257e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192041 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -14902552.000000 Penalty: 6037.423828
	Iteration 76Q: 3 clusters Score -1.490255e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192035 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -14902567.000000 Penalty: 6037.423828
	Iteration 77Q: 3 clusters Score -1.490257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192032 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -14902566.000000 Penalty: 6037.423828
	Iteration 78Q: 3 clusters Score -1.490257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192029 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -14902572.000000 Penalty: 6037.423828
	Iteration 79Q: 3 clusters Score -1.490257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192026 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -14902566.000000 Penalty: 6037.423828
	Iteration 80F: 3 clusters Score -1.490257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192024 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -14902579.000000 Penalty: 6037.423828
	Iteration 81Q: 3 clusters Score -1.490258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192022 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -14902587.000000 Penalty: 6037.423828
	Iteration 82Q: 3 clusters Score -1.490259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192020 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -14902578.000000 Penalty: 6037.423828
	Iteration 83Q: 3 clusters Score -1.490258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192017 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -14902578.000000 Penalty: 6037.423828
	Iteration 84Q: 3 clusters Score -1.490258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192017 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -14902578.000000 Penalty: 6037.423828
	Iteration 85F: 3 clusters Score -1.490258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Entering Unmasked Estep 
Score: -396364.156250 Penalty: 2138.992676
	Iteration 0F: 2 clusters Score -396364.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -391543.375000 Penalty: 4277.985352
	Iteration 0F: 3 clusters Score -391543.4 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -392788.437500 Penalty: 4277.985352
	Iteration 1F: 3 clusters Score -392788.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -393022.343750 Penalty: 4277.985352
	Iteration 2F: 3 clusters Score -393022.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -393186.125000 Penalty: 4277.985352
	Iteration 3F: 3 clusters Score -393186.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -393330.125000 Penalty: 4277.985352
	Iteration 4Q: 3 clusters Score -393330.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -393474.593750 Penalty: 4277.985352
	Iteration 5Q: 3 clusters Score -393474.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -393632.125000 Penalty: 4277.985352
	Iteration 6Q: 3 clusters Score -393632.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -393822.937500 Penalty: 4277.985352
	Iteration 7Q: 3 clusters Score -393822.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -394044.531250 Penalty: 4277.985352
	Iteration 8Q: 3 clusters Score -394044.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -394292.812500 Penalty: 4277.985352
	Iteration 9Q: 3 clusters Score -394292.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -394524.437500 Penalty: 4277.985352
	Iteration 10Q: 3 clusters Score -394524.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -394685.093750 Penalty: 4277.985352
	Iteration 11Q: 3 clusters Score -394685.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -394843.593750 Penalty: 4277.985352
	Iteration 12Q: 3 clusters Score -394843.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -394994.781250 Penalty: 4277.985352
	Iteration 13Q: 3 clusters Score -394994.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -395145.343750 Penalty: 4277.985352
	Iteration 14Q: 3 clusters Score -395145.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -395245.968750 Penalty: 4277.985352
	Iteration 15Q: 3 clusters Score -395246 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -395334.843750 Penalty: 4277.985352
	Iteration 16Q: 3 clusters Score -395334.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -395449.281250 Penalty: 4277.985352
	Iteration 17Q: 3 clusters Score -395449.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -395550.687500 Penalty: 4277.985352
	Iteration 18Q: 3 clusters Score -395550.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -395621.812500 Penalty: 4277.985352
	Iteration 19Q: 3 clusters Score -395621.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -395676.531250 Penalty: 4277.985352
	Iteration 20F: 3 clusters Score -395676.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -395705.406250 Penalty: 4277.985352
	Iteration 21Q: 3 clusters Score -395705.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -395722.968750 Penalty: 4277.985352
	Iteration 22Q: 3 clusters Score -395723 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -395734.406250 Penalty: 4277.985352
	Iteration 23Q: 3 clusters Score -395734.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -395746.187500 Penalty: 4277.985352
	Iteration 24Q: 3 clusters Score -395746.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -395748.781250 Penalty: 4277.985352
	Iteration 25Q: 3 clusters Score -395748.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -395751.281250 Penalty: 4277.985352
	Iteration 26Q: 3 clusters Score -395751.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -395754.531250 Penalty: 4277.985352
	Iteration 27Q: 3 clusters Score -395754.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -395756.187500 Penalty: 4277.985352
	Iteration 28Q: 3 clusters Score -395756.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -395756.625000 Penalty: 4277.985352
	Iteration 29Q: 3 clusters Score -395756.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -395757.875000 Penalty: 4277.985352
	Iteration 30Q: 3 clusters Score -395757.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -395758.281250 Penalty: 4277.985352
	Iteration 31Q: 3 clusters Score -395758.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -395759.031250 Penalty: 4277.985352
	Iteration 32Q: 3 clusters Score -395759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -395759.937500 Penalty: 4277.985352
	Iteration 33Q: 3 clusters Score -395759.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -395760.531250 Penalty: 4277.985352
	Iteration 34Q: 3 clusters Score -395760.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -395760.312500 Penalty: 4277.985352
	Iteration 35Q: 3 clusters Score -395760.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -395760.312500 Penalty: 4277.985352
	Iteration 36F: 3 clusters Score -395760.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (40844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Entering Unmasked Estep 
Score: -3061266.250000 Penalty: 2633.143799
	Iteration 0F: 2 clusters Score -3061266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -3033582.750000 Penalty: 5266.287598
	Iteration 0F: 3 clusters Score -3033583 nChanged 18692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -3044143.250000 Penalty: 5266.287598
	Iteration 1F: 3 clusters Score -3044143 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -3044713.000000 Penalty: 5266.287598
	Iteration 2Q: 3 clusters Score -3044713 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -3045327.250000 Penalty: 5266.287598
	Iteration 3Q: 3 clusters Score -3045327 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -3046105.250000 Penalty: 5266.287598
	Iteration 4Q: 3 clusters Score -3046105 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -3047029.500000 Penalty: 5266.287598
	Iteration 5Q: 3 clusters Score -3047030 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -3048196.750000 Penalty: 5266.287598
	Iteration 6F: 3 clusters Score -3048197 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -3049602.250000 Penalty: 5266.287598
	Iteration 7F: 3 clusters Score -3049602 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -3051242.250000 Penalty: 5266.287598
	Iteration 8F: 3 clusters Score -3051242 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -3052884.250000 Penalty: 5266.287598
	Iteration 9F: 3 clusters Score -3052884 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -3054321.250000 Penalty: 5266.287598
	Iteration 10Q: 3 clusters Score -3054321 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -3055629.500000 Penalty: 5266.287598
	Iteration 11Q: 3 clusters Score -3055630 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -3056710.750000 Penalty: 5266.287598
	Iteration 12Q: 3 clusters Score -3056711 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3057565.500000 Penalty: 5266.287598
	Iteration 13Q: 3 clusters Score -3057566 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3058199.750000 Penalty: 5266.287598
	Iteration 14Q: 3 clusters Score -3058200 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3058797.500000 Penalty: 5266.287598
	Iteration 15Q: 3 clusters Score -3058798 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3059223.250000 Penalty: 5266.287598
	Iteration 16Q: 3 clusters Score -3059223 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3059481.000000 Penalty: 5266.287598
	Iteration 17Q: 3 clusters Score -3059481 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3059644.750000 Penalty: 5266.287598
	Iteration 18Q: 3 clusters Score -3059645 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3059750.250000 Penalty: 5266.287598
	Iteration 19Q: 3 clusters Score -3059750 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3059818.750000 Penalty: 5266.287598
	Iteration 20F: 3 clusters Score -3059819 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3059852.500000 Penalty: 5266.287598
	Iteration 21Q: 3 clusters Score -3059852 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3059895.750000 Penalty: 5266.287598
	Iteration 22Q: 3 clusters Score -3059896 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3059924.250000 Penalty: 5266.287598
	Iteration 23Q: 3 clusters Score -3059924 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3059942.250000 Penalty: 5266.287598
	Iteration 24Q: 3 clusters Score -3059942 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3059974.750000 Penalty: 5266.287598
	Iteration 25Q: 3 clusters Score -3059975 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3060003.500000 Penalty: 5266.287598
	Iteration 26Q: 3 clusters Score -3060004 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3060024.000000 Penalty: 5266.287598
	Iteration 27Q: 3 clusters Score -3060024 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3060043.250000 Penalty: 5266.287598
	Iteration 28Q: 3 clusters Score -3060043 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3060072.000000 Penalty: 5266.287598
	Iteration 29Q: 3 clusters Score -3060072 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3060097.250000 Penalty: 5266.287598
	Iteration 30Q: 3 clusters Score -3060097 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3060113.250000 Penalty: 5266.287598
	Iteration 31Q: 3 clusters Score -3060113 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3060131.250000 Penalty: 5266.287598
	Iteration 32Q: 3 clusters Score -3060131 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3060145.250000 Penalty: 5266.287598
	Iteration 33Q: 3 clusters Score -3060145 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3060155.750000 Penalty: 5266.287598
	Iteration 34Q: 3 clusters Score -3060156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3060161.000000 Penalty: 5266.287598
	Iteration 35Q: 3 clusters Score -3060161 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3060174.500000 Penalty: 5266.287598
	Iteration 36Q: 3 clusters Score -3060174 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3060173.500000 Penalty: 5266.287598
	Iteration 37Q: 3 clusters Score -3060174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3060180.000000 Penalty: 5266.287598
	Iteration 38Q: 3 clusters Score -3060180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3060184.000000 Penalty: 5266.287598
	Iteration 39Q: 3 clusters Score -3060184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3060198.000000 Penalty: 5266.287598
	Iteration 40F: 3 clusters Score -3060198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3060200.500000 Penalty: 5266.287598
	Iteration 41Q: 3 clusters Score -3060200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3060210.500000 Penalty: 5266.287598
	Iteration 42Q: 3 clusters Score -3060210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3060207.000000 Penalty: 5266.287598
	Iteration 43Q: 3 clusters Score -3060207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3060213.500000 Penalty: 5266.287598
	Iteration 44Q: 3 clusters Score -3060214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3060211.750000 Penalty: 5266.287598
	Iteration 45Q: 3 clusters Score -3060212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3060214.500000 Penalty: 5266.287598
	Iteration 46Q: 3 clusters Score -3060214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3060219.000000 Penalty: 5266.287598
	Iteration 47Q: 3 clusters Score -3060219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3060215.000000 Penalty: 5266.287598
	Iteration 48Q: 3 clusters Score -3060215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3060210.750000 Penalty: 5266.287598
	Iteration 49Q: 3 clusters Score -3060211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3060210.750000 Penalty: 5266.287598
	Iteration 50Q: 3 clusters Score -3060211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3060212.000000 Penalty: 5266.287598
	Iteration 51Q: 3 clusters Score -3060212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3060214.250000 Penalty: 5266.287598
	Iteration 52Q: 3 clusters Score -3060214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3060214.250000 Penalty: 5266.287598
	Iteration 53F: 3 clusters Score -3060214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Entering Unmasked Estep 
Score: -346725.031250 Penalty: 2101.104492
	Iteration 0F: 2 clusters Score -346725 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 2370 members 
Entering Unmasked Estep 
Score: -342381.406250 Penalty: 4202.208984
	Iteration 0F: 3 clusters Score -342381.4 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -343576.781250 Penalty: 4202.208984
	Iteration 1F: 3 clusters Score -343576.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -343917.312500 Penalty: 4202.208984
	Iteration 2F: 3 clusters Score -343917.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -344179.062500 Penalty: 4202.208984
	Iteration 3F: 3 clusters Score -344179.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -344397.312500 Penalty: 4202.208984
	Iteration 4F: 3 clusters Score -344397.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -344559.250000 Penalty: 4202.208984
	Iteration 5Q: 3 clusters Score -344559.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -344711.562500 Penalty: 4202.208984
	Iteration 6Q: 3 clusters Score -344711.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -344825.000000 Penalty: 4202.208984
	Iteration 7Q: 3 clusters Score -344825 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -344915.312500 Penalty: 4202.208984
	Iteration 8Q: 3 clusters Score -344915.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -344977.531250 Penalty: 4202.208984
	Iteration 9Q: 3 clusters Score -344977.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -345028.968750 Penalty: 4202.208984
	Iteration 10Q: 3 clusters Score -345029 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -345072.843750 Penalty: 4202.208984
	Iteration 11Q: 3 clusters Score -345072.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -345095.937500 Penalty: 4202.208984
	Iteration 12Q: 3 clusters Score -345095.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -345119.218750 Penalty: 4202.208984
	Iteration 13Q: 3 clusters Score -345119.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -345137.312500 Penalty: 4202.208984
	Iteration 14Q: 3 clusters Score -345137.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -345150.281250 Penalty: 4202.208984
	Iteration 15Q: 3 clusters Score -345150.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -345164.968750 Penalty: 4202.208984
	Iteration 16Q: 3 clusters Score -345165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -345173.875000 Penalty: 4202.208984
	Iteration 17Q: 3 clusters Score -345173.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -345182.687500 Penalty: 4202.208984
	Iteration 18Q: 3 clusters Score -345182.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -345190.437500 Penalty: 4202.208984
	Iteration 19Q: 3 clusters Score -345190.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -345194.343750 Penalty: 4202.208984
	Iteration 20F: 3 clusters Score -345194.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -345197.625000 Penalty: 4202.208984
	Iteration 21Q: 3 clusters Score -345197.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -345200.218750 Penalty: 4202.208984
	Iteration 22Q: 3 clusters Score -345200.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -345202.343750 Penalty: 4202.208984
	Iteration 23Q: 3 clusters Score -345202.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -345202.812500 Penalty: 4202.208984
	Iteration 24Q: 3 clusters Score -345202.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -345205.156250 Penalty: 4202.208984
	Iteration 25Q: 3 clusters Score -345205.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -345209.687500 Penalty: 4202.208984
	Iteration 26Q: 3 clusters Score -345209.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -345216.312500 Penalty: 4202.208984
	Iteration 27Q: 3 clusters Score -345216.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -345222.250000 Penalty: 4202.208984
	Iteration 28Q: 3 clusters Score -345222.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -345226.687500 Penalty: 4202.208984
	Iteration 29Q: 3 clusters Score -345226.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -345230.843750 Penalty: 4202.208984
	Iteration 30Q: 3 clusters Score -345230.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -345237.125000 Penalty: 4202.208984
	Iteration 31Q: 3 clusters Score -345237.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -345241.937500 Penalty: 4202.208984
	Iteration 32Q: 3 clusters Score -345241.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -345244.812500 Penalty: 4202.208984
	Iteration 33Q: 3 clusters Score -345244.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -345248.500000 Penalty: 4202.208984
	Iteration 34Q: 3 clusters Score -345248.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -345250.531250 Penalty: 4202.208984
	Iteration 35Q: 3 clusters Score -345250.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -345253.875000 Penalty: 4202.208984
	Iteration 36Q: 3 clusters Score -345253.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -345256.750000 Penalty: 4202.208984
	Iteration 37Q: 3 clusters Score -345256.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -345259.656250 Penalty: 4202.208984
	Iteration 38Q: 3 clusters Score -345259.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -345261.656250 Penalty: 4202.208984
	Iteration 39Q: 3 clusters Score -345261.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -345262.937500 Penalty: 4202.208984
	Iteration 40F: 3 clusters Score -345262.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Entering Unmasked Estep 
Score: -277744.843750 Penalty: 2120.555664
	Iteration 0F: 2 clusters Score -277744.8 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 2647 members 
Entering Unmasked Estep 
Score: -273254.781250 Penalty: 4241.111328
	Iteration 0F: 3 clusters Score -273254.8 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -275536.250000 Penalty: 4241.111328
	Iteration 1F: 3 clusters Score -275536.2 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -277379.781250 Penalty: 4241.111328
	Iteration 2F: 3 clusters Score -277379.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -278320.218750 Penalty: 4241.111328
	Iteration 3F: 3 clusters Score -278320.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -278912.968750 Penalty: 4241.111328
	Iteration 4F: 3 clusters Score -278913 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -279423.718750 Penalty: 4241.111328
	Iteration 5F: 3 clusters Score -279423.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -279845.593750 Penalty: 4241.111328
	Iteration 6Q: 3 clusters Score -279845.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -280310.656250 Penalty: 4241.111328
	Iteration 7Q: 3 clusters Score -280310.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -280641.093750 Penalty: 4241.111328
	Iteration 8Q: 3 clusters Score -280641.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -280923.718750 Penalty: 4241.111328
	Iteration 9Q: 3 clusters Score -280923.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -281178.531250 Penalty: 4241.111328
	Iteration 10Q: 3 clusters Score -281178.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -281381.406250 Penalty: 4241.111328
	Iteration 11Q: 3 clusters Score -281381.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -281494.281250 Penalty: 4241.111328
	Iteration 12Q: 3 clusters Score -281494.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -281549.656250 Penalty: 4241.111328
	Iteration 13Q: 3 clusters Score -281549.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -281576.281250 Penalty: 4241.111328
	Iteration 14Q: 3 clusters Score -281576.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -281601.468750 Penalty: 4241.111328
	Iteration 15Q: 3 clusters Score -281601.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -281619.312500 Penalty: 4241.111328
	Iteration 16Q: 3 clusters Score -281619.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -281633.500000 Penalty: 4241.111328
	Iteration 17Q: 3 clusters Score -281633.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -281645.468750 Penalty: 4241.111328
	Iteration 18Q: 3 clusters Score -281645.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -281655.437500 Penalty: 4241.111328
	Iteration 19Q: 3 clusters Score -281655.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -281661.656250 Penalty: 4241.111328
	Iteration 20F: 3 clusters Score -281661.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -281667.968750 Penalty: 4241.111328
	Iteration 21Q: 3 clusters Score -281668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -281670.718750 Penalty: 4241.111328
	Iteration 22Q: 3 clusters Score -281670.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -281676.906250 Penalty: 4241.111328
	Iteration 23Q: 3 clusters Score -281676.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -281683.781250 Penalty: 4241.111328
	Iteration 24Q: 3 clusters Score -281683.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -281687.875000 Penalty: 4241.111328
	Iteration 25Q: 3 clusters Score -281687.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -281691.906250 Penalty: 4241.111328
	Iteration 26Q: 3 clusters Score -281691.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -281695.062500 Penalty: 4241.111328
	Iteration 27Q: 3 clusters Score -281695.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -281698.968750 Penalty: 4241.111328
	Iteration 28Q: 3 clusters Score -281699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -281701.687500 Penalty: 4241.111328
	Iteration 29Q: 3 clusters Score -281701.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -281702.718750 Penalty: 4241.111328
	Iteration 30Q: 3 clusters Score -281702.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -281702.812500 Penalty: 4241.111328
	Iteration 31Q: 3 clusters Score -281702.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -281703.687500 Penalty: 4241.111328
	Iteration 32Q: 3 clusters Score -281703.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -281704.531250 Penalty: 4241.111328
	Iteration 33Q: 3 clusters Score -281704.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -281704.375000 Penalty: 4241.111328
	Iteration 34Q: 3 clusters Score -281704.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -281704.531250 Penalty: 4241.111328
	Iteration 35Q: 3 clusters Score -281704.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -281704.812500 Penalty: 4241.111328
	Iteration 36Q: 3 clusters Score -281704.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -281705.187500 Penalty: 4241.111328
	Iteration 37Q: 3 clusters Score -281705.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -281705.156250 Penalty: 4241.111328
	Iteration 38Q: 3 clusters Score -281705.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -281705.781250 Penalty: 4241.111328
	Iteration 39Q: 3 clusters Score -281705.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -281707.750000 Penalty: 4241.111328
	Iteration 40F: 3 clusters Score -281707.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -281708.718750 Penalty: 4241.111328
	Iteration 41Q: 3 clusters Score -281708.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -281709.968750 Penalty: 4241.111328
	Iteration 42Q: 3 clusters Score -281710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -281709.968750 Penalty: 4241.111328
	Iteration 43F: 3 clusters Score -281710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 351035 members 
Mstep: Class 2 contains 36518 members 
Mstep: Class 3 contains 70142 members 
Mstep: Class 4 contains 1857 members 
Mstep: Class 5 contains 15201 members 
Mstep: Class 6 contains 22921 members 
Mstep: Class 7 contains 19481 members 
Mstep: Class 8 contains 30138 members 
Mstep: Class 9 contains 24789 members 
Mstep: Class 10 contains 119130 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 83008 members 
Mstep: Class 13 contains 206691 members 
Mstep: Class 14 contains 1339 members 
Mstep: Class 15 contains 12908 members 
Mstep: Class 16 contains 55650 members 
Mstep: Class 17 contains 3034 members 
Mstep: Class 18 contains 6622 members 
Mstep: Class 19 contains 3087 members 
Mstep: Class 20 contains 8639 members 
Mstep: Class 21 contains 3491 members 
Mstep: Class 22 contains 2325 members 
Mstep: Class 23 contains 193344 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 40844 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 3320 members 
Mstep: Class 28 contains 29108 members 
Mstep: Class 29 contains 5338 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 6173 members 
Mstep: Class 32 contains 1567 members 
Mstep: Class 33 contains 1989 members 
Mstep: Class 34 contains 12365 members 
Mstep: Class 35 contains 1919 members 
Mstep: Class 36 contains 1004 members 
Mstep: Class 37 contains 3500 members 
Mstep: Class 38 contains 18877 members 
Mstep: Class 39 contains 1640 members 
Mstep: Class 40 contains 2154 members 
Mstep: Class 41 contains 1850 members 
Entering Unmasked Estep 
Score: -102239472.000000 Penalty: 144013.046875
Splitting cluster 27 changes total score from -102232936.000000 to -102239472.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 28 (29108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Entering Unmasked Estep 
Score: -2161166.750000 Penalty: 2549.134521
	Iteration 0F: 2 clusters Score -2161167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -2141181.250000 Penalty: 5098.269043
	Iteration 0F: 3 clusters Score -2141181 nChanged 13011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2148151.000000 Penalty: 5098.269043
	Iteration 1F: 3 clusters Score -2148151 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2148886.750000 Penalty: 5098.269043
	Iteration 2F: 3 clusters Score -2148887 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2149943.000000 Penalty: 5098.269043
	Iteration 3F: 3 clusters Score -2149943 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2151900.250000 Penalty: 5098.269043
	Iteration 4F: 3 clusters Score -2151900 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2155082.250000 Penalty: 5098.269043
	Iteration 5F: 3 clusters Score -2155082 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2158546.250000 Penalty: 5098.269043
	Iteration 6F: 3 clusters Score -2158546 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2160859.500000 Penalty: 5098.269043
	Iteration 7F: 3 clusters Score -2160860 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2161928.750000 Penalty: 5098.269043
	Iteration 8F: 3 clusters Score -2161929 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2162506.750000 Penalty: 5098.269043
	Iteration 9Q: 3 clusters Score -2162507 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2162819.500000 Penalty: 5098.269043
	Iteration 10Q: 3 clusters Score -2162820 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2162994.250000 Penalty: 5098.269043
	Iteration 11Q: 3 clusters Score -2162994 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2163156.750000 Penalty: 5098.269043
	Iteration 12Q: 3 clusters Score -2163157 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2163288.500000 Penalty: 5098.269043
	Iteration 13Q: 3 clusters Score -2163288 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2163424.500000 Penalty: 5098.269043
	Iteration 14Q: 3 clusters Score -2163424 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2163569.500000 Penalty: 5098.269043
	Iteration 15Q: 3 clusters Score -2163570 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2163773.500000 Penalty: 5098.269043
	Iteration 16Q: 3 clusters Score -2163774 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2164070.000000 Penalty: 5098.269043
	Iteration 17Q: 3 clusters Score -2164070 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2164553.750000 Penalty: 5098.269043
	Iteration 18Q: 3 clusters Score -2164554 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2165466.500000 Penalty: 5098.269043
	Iteration 19Q: 3 clusters Score -2165466 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2167117.750000 Penalty: 5098.269043
	Iteration 20F: 3 clusters Score -2167118 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2168178.250000 Penalty: 5098.269043
	Iteration 21Q: 3 clusters Score -2168178 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2168418.000000 Penalty: 5098.269043
	Iteration 22Q: 3 clusters Score -2168418 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2168509.250000 Penalty: 5098.269043
	Iteration 23Q: 3 clusters Score -2168509 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2168579.000000 Penalty: 5098.269043
	Iteration 24Q: 3 clusters Score -2168579 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2168613.250000 Penalty: 5098.269043
	Iteration 25Q: 3 clusters Score -2168613 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2168655.000000 Penalty: 5098.269043
	Iteration 26Q: 3 clusters Score -2168655 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2168677.500000 Penalty: 5098.269043
	Iteration 27Q: 3 clusters Score -2168678 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2168701.750000 Penalty: 5098.269043
	Iteration 28Q: 3 clusters Score -2168702 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2168722.500000 Penalty: 5098.269043
	Iteration 29Q: 3 clusters Score -2168722 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2168727.500000 Penalty: 5098.269043
	Iteration 30Q: 3 clusters Score -2168728 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2168745.250000 Penalty: 5098.269043
	Iteration 31Q: 3 clusters Score -2168745 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2168759.000000 Penalty: 5098.269043
	Iteration 32Q: 3 clusters Score -2168759 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2168779.750000 Penalty: 5098.269043
	Iteration 33Q: 3 clusters Score -2168780 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2168795.750000 Penalty: 5098.269043
	Iteration 34Q: 3 clusters Score -2168796 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2168813.750000 Penalty: 5098.269043
	Iteration 35Q: 3 clusters Score -2168814 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2168820.500000 Penalty: 5098.269043
	Iteration 36Q: 3 clusters Score -2168820 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2168829.250000 Penalty: 5098.269043
	Iteration 37Q: 3 clusters Score -2168829 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2168834.750000 Penalty: 5098.269043
	Iteration 38Q: 3 clusters Score -2168835 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2168825.500000 Penalty: 5098.269043
	Iteration 39Q: 3 clusters Score -2168826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2168830.000000 Penalty: 5098.269043
	Iteration 40F: 3 clusters Score -2168830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2168828.500000 Penalty: 5098.269043
	Iteration 41Q: 3 clusters Score -2168828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2168830.250000 Penalty: 5098.269043
	Iteration 42Q: 3 clusters Score -2168830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2168832.500000 Penalty: 5098.269043
	Iteration 43Q: 3 clusters Score -2168832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2168830.750000 Penalty: 5098.269043
	Iteration 44Q: 3 clusters Score -2168831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2168831.000000 Penalty: 5098.269043
	Iteration 45Q: 3 clusters Score -2168831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2168828.250000 Penalty: 5098.269043
	Iteration 46Q: 3 clusters Score -2168828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2168830.000000 Penalty: 5098.269043
	Iteration 47Q: 3 clusters Score -2168830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2168828.500000 Penalty: 5098.269043
	Iteration 48Q: 3 clusters Score -2168828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2168828.500000 Penalty: 5098.269043
	Iteration 49F: 3 clusters Score -2168828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 351035 members 
Mstep: Class 2 contains 36518 members 
Mstep: Class 3 contains 70142 members 
Mstep: Class 4 contains 1857 members 
Mstep: Class 5 contains 15201 members 
Mstep: Class 6 contains 22921 members 
Mstep: Class 7 contains 19481 members 
Mstep: Class 8 contains 30138 members 
Mstep: Class 9 contains 24789 members 
Mstep: Class 10 contains 119130 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 83008 members 
Mstep: Class 13 contains 206691 members 
Mstep: Class 14 contains 1339 members 
Mstep: Class 15 contains 12908 members 
Mstep: Class 16 contains 55650 members 
Mstep: Class 17 contains 3034 members 
Mstep: Class 18 contains 6622 members 
Mstep: Class 19 contains 3087 members 
Mstep: Class 20 contains 8639 members 
Mstep: Class 21 contains 3491 members 
Mstep: Class 22 contains 2325 members 
Mstep: Class 23 contains 193344 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 40844 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 3320 members 
Mstep: Class 28 contains 19590 members 
Mstep: Class 29 contains 5338 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 6173 members 
Mstep: Class 32 contains 1567 members 
Mstep: Class 33 contains 1989 members 
Mstep: Class 34 contains 12365 members 
Mstep: Class 35 contains 1919 members 
Mstep: Class 36 contains 1004 members 
Mstep: Class 37 contains 3500 members 
Mstep: Class 38 contains 18877 members 
Mstep: Class 39 contains 1640 members 
Mstep: Class 40 contains 2154 members 
Mstep: Class 41 contains 1850 members 
Mstep: Class 42 contains 9518 members 
Entering Unmasked Estep 
Score: -102246152.000000 Penalty: 147525.546875
Splitting cluster 28 changes total score from -102232936.000000 to -102246152.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 29 (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: -370506.656250 Penalty: 2128.486328
	Iteration 0F: 2 clusters Score -370506.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -365780.375000 Penalty: 4256.972656
	Iteration 0F: 3 clusters Score -365780.4 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -367266.750000 Penalty: 4256.972656
	Iteration 1F: 3 clusters Score -367266.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -367947.531250 Penalty: 4256.972656
	Iteration 2F: 3 clusters Score -367947.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -368768.875000 Penalty: 4256.972656
	Iteration 3F: 3 clusters Score -368768.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -369809.312500 Penalty: 4256.972656
	Iteration 4F: 3 clusters Score -369809.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -371728.812500 Penalty: 4256.972656
	Iteration 5F: 3 clusters Score -371728.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -374032.437500 Penalty: 4256.972656
	Iteration 6F: 3 clusters Score -374032.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -375341.406250 Penalty: 4256.972656
	Iteration 7Q: 3 clusters Score -375341.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -375647.968750 Penalty: 4256.972656
	Iteration 8Q: 3 clusters Score -375648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -375651.062500 Penalty: 4256.972656
	Iteration 9Q: 3 clusters Score -375651.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -375652.250000 Penalty: 4256.972656
	Iteration 10Q: 3 clusters Score -375652.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -375652.250000 Penalty: 4256.972656
	Iteration 11F: 3 clusters Score -375652.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 351035 members 
Mstep: Class 2 contains 36518 members 
Mstep: Class 3 contains 70142 members 
Mstep: Class 4 contains 1857 members 
Mstep: Class 5 contains 15201 members 
Mstep: Class 6 contains 22921 members 
Mstep: Class 7 contains 19481 members 
Mstep: Class 8 contains 30138 members 
Mstep: Class 9 contains 24789 members 
Mstep: Class 10 contains 119130 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 83008 members 
Mstep: Class 13 contains 206691 members 
Mstep: Class 14 contains 1339 members 
Mstep: Class 15 contains 12908 members 
Mstep: Class 16 contains 55650 members 
Mstep: Class 17 contains 3034 members 
Mstep: Class 18 contains 6622 members 
Mstep: Class 19 contains 3087 members 
Mstep: Class 20 contains 8639 members 
Mstep: Class 21 contains 3491 members 
Mstep: Class 22 contains 2325 members 
Mstep: Class 23 contains 193344 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 40844 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 3320 members 
Mstep: Class 28 contains 19590 members 
Mstep: Class 29 contains 2215 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 6173 members 
Mstep: Class 32 contains 1567 members 
Mstep: Class 33 contains 1989 members 
Mstep: Class 34 contains 12365 members 
Mstep: Class 35 contains 1919 members 
Mstep: Class 36 contains 1004 members 
Mstep: Class 37 contains 3500 members 
Mstep: Class 38 contains 18877 members 
Mstep: Class 39 contains 1640 members 
Mstep: Class 40 contains 2154 members 
Mstep: Class 41 contains 1850 members 
Mstep: Class 42 contains 9518 members 
Mstep: Class 43 contains 3123 members 
Entering Unmasked Estep 
Score: -102249832.000000 Penalty: 151038.062500
Splitting cluster 29 changes total score from -102232936.000000 to -102249832.000000
So it's getting split into cluster 43.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 351035 members 
Mstep: Class 2 contains 36518 members 
Mstep: Class 3 contains 70142 members 
Mstep: Class 4 contains 1857 members 
Mstep: Class 5 contains 15201 members 
Mstep: Class 6 contains 22921 members 
Mstep: Class 7 contains 19481 members 
Mstep: Class 8 contains 30138 members 
Mstep: Class 9 contains 24789 members 
Mstep: Class 10 contains 119130 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 13 contains 206691 members 
Mstep: Class 14 contains 1339 members 
Mstep: Class 15 contains 12908 members 
Mstep: Class 16 contains 55650 members 
Mstep: Class 17 contains 3034 members 
Mstep: Class 18 contains 6622 members 
Mstep: Class 19 contains 3087 members 
Mstep: Class 20 contains 8639 members 
Mstep: Class 21 contains 3491 members 
Mstep: Class 22 contains 2325 members 
Mstep: Class 23 contains 193344 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 40844 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 3320 members 
Mstep: Class 28 contains 19590 members 
Mstep: Class 29 contains 2215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102264944.000000 Penalty: 151038.062500
Iteration 79Q: 44 clusters Score -1.022649e+08 nChanged 31457
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 344851 members 
Mstep: Class 2 contains 37273 members 
Mstep: Class 3 contains 71307 members 
Mstep: Class 4 contains 1917 members 
Mstep: Class 5 contains 15080 members 
Mstep: Class 6 contains 23276 members 
Mstep: Class 7 contains 19552 members 
Mstep: Class 8 contains 30534 members 
Mstep: Class 9 contains 25252 members 
Mstep: Class 10 contains 121229 members 
Mstep: Class 11 contains 1187 members 
Mstep: Class 12 contains 79365 members 
Mstep: Class 13 contains 206725 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 12925 members 
Mstep: Class 16 contains 56863 members 
Mstep: Class 17 contains 3072 members 
Mstep: Class 18 contains 6955 members 
Mstep: Class 19 contains 3184 members 
Mstep: Class 20 contains 8533 members 
Mstep: Class 21 contains 3568 members 
Mstep: Class 22 contains 2816 members 
Mstep: Class 23 contains 196504 members 
Mstep: Class 24 contains 5588 members 
Mstep: Class 25 contains 41602 members 
Mstep: Class 26 contains 4716 members 
Mstep: Class 27 contains 3355 members 
Mstep: Class 28 contains 19803 members 
Mstep: Class 29 contains 2349 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 6042 members 
Mstep: Class 32 contains 1558 members 
Mstep: Class 33 contains 1981 members 
Mstep: Class 34 contains 11959 members 
Mstep: Class 35 contains 1825 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3430 members 
Mstep: Class 38 contains 17874 members 
Mstep: Class 39 contains 1616 members 
Mstep: Class 40 contains 2006 members 
Mstep: Class 41 contains 1901 members 
Mstep: Class 42 contains 9435 members 
Mstep: Class 43 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102277888.000000 Penalty: 151038.062500
Iteration 80F: 44 clusters Score -1.022779e+08 nChanged 22014
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 338071 members 
Mstep: Class 2 contains 37639 members 
Mstep: Class 3 contains 72395 members 
Mstep: Class 4 contains 1914 members 
Mstep: Class 5 contains 14928 members 
Mstep: Class 6 contains 22613 members 
Mstep: Class 7 contains 19395 members 
Mstep: Class 8 contains 30329 members 
Mstep: Class 9 contains 25576 members 
Mstep: Class 10 contains 122378 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 79858 members 
Mstep: Class 13 contains 206737 members 
Mstep: Class 14 contains 1536 members 
Mstep: Class 15 contains 12934 members 
Mstep: Class 16 contains 57117 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 7109 members 
Mstep: Class 19 contains 3170 members 
Mstep: Class 20 contains 8465 members 
Mstep: Class 21 contains 3574 members 
Mstep: Class 22 contains 3163 members 
Mstep: Class 23 contains 199217 members 
Mstep: Class 24 contains 5554 members 
Mstep: Class 25 contains 41641 members 
Mstep: Class 26 contains 4695 members 
Mstep: Class 27 contains 3267 members 
Mstep: Class 28 contains 19781 members 
Mstep: Class 29 contains 2386 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 6243 members 
Mstep: Class 32 contains 1622 members 
Mstep: Class 33 contains 1981 members 
Mstep: Class 34 contains 11989 members 
Mstep: Class 35 contains 1818 members 
Mstep: Class 36 contains 979 members 
Mstep: Class 37 contains 3533 members 
Mstep: Class 38 contains 17949 members 
Mstep: Class 39 contains 1658 members 
Mstep: Class 40 contains 2331 members 
Mstep: Class 41 contains 2053 members 
Mstep: Class 42 contains 9607 members 
Mstep: Class 43 contains 3060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102282976.000000 Penalty: 151038.062500
Iteration 81Q: 44 clusters Score -1.02283e+08 nChanged 14243
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 331755 members 
Mstep: Class 2 contains 37906 members 
Mstep: Class 3 contains 73535 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 14810 members 
Mstep: Class 6 contains 22246 members 
Mstep: Class 7 contains 19341 members 
Mstep: Class 8 contains 30318 members 
Mstep: Class 9 contains 25828 members 
Mstep: Class 10 contains 123464 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 79993 members 
Mstep: Class 13 contains 206733 members 
Mstep: Class 14 contains 1603 members 
Mstep: Class 15 contains 12939 members 
Mstep: Class 16 contains 57364 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 18 contains 7253 members 
Mstep: Class 19 contains 3194 members 
Mstep: Class 20 contains 8447 members 
Mstep: Class 21 contains 3571 members 
Mstep: Class 22 contains 3419 members 
Mstep: Class 23 contains 202024 members 
Mstep: Class 24 contains 5548 members 
Mstep: Class 25 contains 41688 members 
Mstep: Class 26 contains 4685 members 
Mstep: Class 27 contains 3248 members 
Mstep: Class 28 contains 19723 members 
Mstep: Class 29 contains 2414 members 
Mstep: Class 30 contains 1492 members 
Mstep: Class 31 contains 6345 members 
Mstep: Class 32 contains 1680 members 
Mstep: Class 33 contains 1980 members 
Mstep: Class 34 contains 11964 members 
Mstep: Class 35 contains 1801 members 
Mstep: Class 36 contains 974 members 
Mstep: Class 37 contains 3572 members 
Mstep: Class 38 contains 17907 members 
Mstep: Class 39 contains 1668 members 
Mstep: Class 40 contains 2531 members 
Mstep: Class 41 contains 2107 members 
Mstep: Class 42 contains 9723 members 
Mstep: Class 43 contains 3056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102285688.000000 Penalty: 151038.062500
Iteration 82Q: 44 clusters Score -1.022857e+08 nChanged 11369
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 325737 members 
Mstep: Class 2 contains 38099 members 
Mstep: Class 3 contains 74720 members 
Mstep: Class 4 contains 1917 members 
Mstep: Class 5 contains 14729 members 
Mstep: Class 6 contains 21968 members 
Mstep: Class 7 contains 19315 members 
Mstep: Class 8 contains 30371 members 
Mstep: Class 9 contains 25987 members 
Mstep: Class 10 contains 124446 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 80424 members 
Mstep: Class 13 contains 206719 members 
Mstep: Class 14 contains 1633 members 
Mstep: Class 15 contains 12930 members 
Mstep: Class 16 contains 57542 members 
Mstep: Class 17 contains 3063 members 
Mstep: Class 18 contains 7399 members 
Mstep: Class 19 contains 3213 members 
Mstep: Class 20 contains 8449 members 
Mstep: Class 21 contains 3573 members 
Mstep: Class 22 contains 3601 members 
Mstep: Class 23 contains 204575 members 
Mstep: Class 24 contains 5540 members 
Mstep: Class 25 contains 41735 members 
Mstep: Class 26 contains 4690 members 
Mstep: Class 27 contains 3234 members 
Mstep: Class 28 contains 19652 members 
Mstep: Class 29 contains 2440 members 
Mstep: Class 30 contains 1486 members 
Mstep: Class 31 contains 6466 members 
Mstep: Class 32 contains 1735 members 
Mstep: Class 33 contains 1980 members 
Mstep: Class 34 contains 11934 members 
Mstep: Class 35 contains 1789 members 
Mstep: Class 36 contains 968 members 
Mstep: Class 37 contains 3593 members 
Mstep: Class 38 contains 17847 members 
Mstep: Class 39 contains 1674 members 
Mstep: Class 40 contains 2662 members 
Mstep: Class 41 contains 2136 members 
Mstep: Class 42 contains 9806 members 
Mstep: Class 43 contains 3054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102287456.000000 Penalty: 151038.062500
Iteration 83Q: 44 clusters Score -1.022875e+08 nChanged 9660
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 319973 members 
Mstep: Class 2 contains 38221 members 
Mstep: Class 3 contains 75974 members 
Mstep: Class 4 contains 1918 members 
Mstep: Class 5 contains 14678 members 
Mstep: Class 6 contains 21758 members 
Mstep: Class 7 contains 19305 members 
Mstep: Class 8 contains 30405 members 
Mstep: Class 9 contains 26125 members 
Mstep: Class 10 contains 125306 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 81094 members 
Mstep: Class 13 contains 206695 members 
Mstep: Class 14 contains 1659 members 
Mstep: Class 15 contains 12925 members 
Mstep: Class 16 contains 57671 members 
Mstep: Class 17 contains 3059 members 
Mstep: Class 18 contains 7520 members 
Mstep: Class 19 contains 3219 members 
Mstep: Class 20 contains 8460 members 
Mstep: Class 21 contains 3576 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 206869 members 
Mstep: Class 24 contains 5536 members 
Mstep: Class 25 contains 41788 members 
Mstep: Class 26 contains 4692 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 19593 members 
Mstep: Class 29 contains 2451 members 
Mstep: Class 30 contains 1481 members 
Mstep: Class 31 contains 6559 members 
Mstep: Class 32 contains 1786 members 
Mstep: Class 33 contains 1982 members 
Mstep: Class 34 contains 11904 members 
Mstep: Class 35 contains 1784 members 
Mstep: Class 36 contains 970 members 
Mstep: Class 37 contains 3612 members 
Mstep: Class 38 contains 17791 members 
Mstep: Class 39 contains 1681 members 
Mstep: Class 40 contains 2780 members 
Mstep: Class 41 contains 2150 members 
Mstep: Class 42 contains 9867 members 
Mstep: Class 43 contains 3054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102289096.000000 Penalty: 151038.062500
Iteration 84Q: 44 clusters Score -1.022891e+08 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 314597 members 
Mstep: Class 2 contains 38290 members 
Mstep: Class 3 contains 77225 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 14639 members 
Mstep: Class 6 contains 21573 members 
Mstep: Class 7 contains 19303 members 
Mstep: Class 8 contains 30472 members 
Mstep: Class 9 contains 26230 members 
Mstep: Class 10 contains 126088 members 
Mstep: Class 11 contains 1170 members 
Mstep: Class 12 contains 81849 members 
Mstep: Class 13 contains 206679 members 
Mstep: Class 14 contains 1685 members 
Mstep: Class 15 contains 12927 members 
Mstep: Class 16 contains 57742 members 
Mstep: Class 17 contains 3057 members 
Mstep: Class 18 contains 7603 members 
Mstep: Class 19 contains 3227 members 
Mstep: Class 20 contains 8468 members 
Mstep: Class 21 contains 3572 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 208958 members 
Mstep: Class 24 contains 5535 members 
Mstep: Class 25 contains 41803 members 
Mstep: Class 26 contains 4692 members 
Mstep: Class 27 contains 3213 members 
Mstep: Class 28 contains 19549 members 
Mstep: Class 29 contains 2457 members 
Mstep: Class 30 contains 1481 members 
Mstep: Class 31 contains 6660 members 
Mstep: Class 32 contains 1820 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11888 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 971 members 
Mstep: Class 37 contains 3625 members 
Mstep: Class 38 contains 17733 members 
Mstep: Class 39 contains 1687 members 
Mstep: Class 40 contains 2892 members 
Mstep: Class 41 contains 2158 members 
Mstep: Class 42 contains 9910 members 
Mstep: Class 43 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102289704.000000 Penalty: 151038.062500
Iteration 85Q: 44 clusters Score -1.022897e+08 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 309543 members 
Mstep: Class 2 contains 38312 members 
Mstep: Class 3 contains 78507 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 5 contains 14603 members 
Mstep: Class 6 contains 21435 members 
Mstep: Class 7 contains 19293 members 
Mstep: Class 8 contains 30533 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 126788 members 
Mstep: Class 11 contains 1170 members 
Mstep: Class 12 contains 82614 members 
Mstep: Class 13 contains 206663 members 
Mstep: Class 14 contains 1704 members 
Mstep: Class 15 contains 12940 members 
Mstep: Class 16 contains 57767 members 
Mstep: Class 17 contains 3047 members 
Mstep: Class 18 contains 7688 members 
Mstep: Class 19 contains 3218 members 
Mstep: Class 20 contains 8474 members 
Mstep: Class 21 contains 3572 members 
Mstep: Class 22 contains 3935 members 
Mstep: Class 23 contains 210935 members 
Mstep: Class 24 contains 5534 members 
Mstep: Class 25 contains 41800 members 
Mstep: Class 26 contains 4695 members 
Mstep: Class 27 contains 3201 members 
Mstep: Class 28 contains 19489 members 
Mstep: Class 29 contains 2464 members 
Mstep: Class 30 contains 1479 members 
Mstep: Class 31 contains 6741 members 
Mstep: Class 32 contains 1849 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11866 members 
Mstep: Class 35 contains 1770 members 
Mstep: Class 36 contains 971 members 
Mstep: Class 37 contains 3634 members 
Mstep: Class 38 contains 17688 members 
Mstep: Class 39 contains 1691 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 2174 members 
Mstep: Class 42 contains 9954 members 
Mstep: Class 43 contains 3049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102290472.000000 Penalty: 151038.062500
Iteration 86Q: 44 clusters Score -1.022905e+08 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 304820 members 
Mstep: Class 2 contains 38311 members 
Mstep: Class 3 contains 79800 members 
Mstep: Class 4 contains 1925 members 
Mstep: Class 5 contains 14581 members 
Mstep: Class 6 contains 21299 members 
Mstep: Class 7 contains 19287 members 
Mstep: Class 8 contains 30610 members 
Mstep: Class 9 contains 26395 members 
Mstep: Class 10 contains 127402 members 
Mstep: Class 11 contains 1170 members 
Mstep: Class 12 contains 83402 members 
Mstep: Class 13 contains 206651 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 12946 members 
Mstep: Class 16 contains 57765 members 
Mstep: Class 17 contains 3037 members 
Mstep: Class 18 contains 7767 members 
Mstep: Class 19 contains 3213 members 
Mstep: Class 20 contains 8466 members 
Mstep: Class 21 contains 3572 members 
Mstep: Class 22 contains 4009 members 
Mstep: Class 23 contains 212731 members 
Mstep: Class 24 contains 5534 members 
Mstep: Class 25 contains 41775 members 
Mstep: Class 26 contains 4696 members 
Mstep: Class 27 contains 3203 members 
Mstep: Class 28 contains 19457 members 
Mstep: Class 29 contains 2468 members 
Mstep: Class 30 contains 1478 members 
Mstep: Class 31 contains 6815 members 
Mstep: Class 32 contains 1891 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11837 members 
Mstep: Class 35 contains 1754 members 
Mstep: Class 36 contains 971 members 
Mstep: Class 37 contains 3648 members 
Mstep: Class 38 contains 17646 members 
Mstep: Class 39 contains 1692 members 
Mstep: Class 40 contains 3059 members 
Mstep: Class 41 contains 2192 members 
Mstep: Class 42 contains 9981 members 
Mstep: Class 43 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102291448.000000 Penalty: 151038.062500
Iteration 87Q: 44 clusters Score -1.022914e+08 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 300440 members 
Mstep: Class 2 contains 38266 members 
Mstep: Class 3 contains 81059 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14564 members 
Mstep: Class 6 contains 21185 members 
Mstep: Class 7 contains 19274 members 
Mstep: Class 8 contains 30650 members 
Mstep: Class 9 contains 26485 members 
Mstep: Class 10 contains 127954 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 84180 members 
Mstep: Class 13 contains 206635 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 15 contains 12949 members 
Mstep: Class 16 contains 57749 members 
Mstep: Class 17 contains 3026 members 
Mstep: Class 18 contains 7841 members 
Mstep: Class 19 contains 3209 members 
Mstep: Class 20 contains 8459 members 
Mstep: Class 21 contains 3573 members 
Mstep: Class 22 contains 4066 members 
Mstep: Class 23 contains 214360 members 
Mstep: Class 24 contains 5533 members 
Mstep: Class 25 contains 41747 members 
Mstep: Class 26 contains 4703 members 
Mstep: Class 27 contains 3199 members 
Mstep: Class 28 contains 19412 members 
Mstep: Class 29 contains 2470 members 
Mstep: Class 30 contains 1478 members 
Mstep: Class 31 contains 6896 members 
Mstep: Class 32 contains 1939 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11814 members 
Mstep: Class 35 contains 1740 members 
Mstep: Class 36 contains 970 members 
Mstep: Class 37 contains 3656 members 
Mstep: Class 38 contains 17605 members 
Mstep: Class 39 contains 1693 members 
Mstep: Class 40 contains 3146 members 
Mstep: Class 41 contains 2208 members 
Mstep: Class 42 contains 10011 members 
Mstep: Class 43 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102292128.000000 Penalty: 151038.062500
Iteration 88Q: 44 clusters Score -1.022921e+08 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 296388 members 
Mstep: Class 2 contains 38195 members 
Mstep: Class 3 contains 82256 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 14554 members 
Mstep: Class 6 contains 21072 members 
Mstep: Class 7 contains 19264 members 
Mstep: Class 8 contains 30674 members 
Mstep: Class 9 contains 26583 members 
Mstep: Class 10 contains 128462 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 84920 members 
Mstep: Class 13 contains 206622 members 
Mstep: Class 14 contains 1743 members 
Mstep: Class 15 contains 12949 members 
Mstep: Class 16 contains 57716 members 
Mstep: Class 17 contains 2997 members 
Mstep: Class 18 contains 7920 members 
Mstep: Class 19 contains 3211 members 
Mstep: Class 20 contains 8459 members 
Mstep: Class 21 contains 3574 members 
Mstep: Class 22 contains 4120 members 
Mstep: Class 23 contains 215840 members 
Mstep: Class 24 contains 5532 members 
Mstep: Class 25 contains 41730 members 
Mstep: Class 26 contains 4707 members 
Mstep: Class 27 contains 3194 members 
Mstep: Class 28 contains 19360 members 
Mstep: Class 29 contains 2474 members 
Mstep: Class 30 contains 1477 members 
Mstep: Class 31 contains 6978 members 
Mstep: Class 32 contains 1995 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11796 members 
Mstep: Class 35 contains 1750 members 
Mstep: Class 36 contains 970 members 
Mstep: Class 37 contains 3668 members 
Mstep: Class 38 contains 17560 members 
Mstep: Class 39 contains 1695 members 
Mstep: Class 40 contains 3213 members 
Mstep: Class 41 contains 2217 members 
Mstep: Class 42 contains 10038 members 
Mstep: Class 43 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102292752.000000 Penalty: 151038.062500
Iteration 89Q: 44 clusters Score -1.022928e+08 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 292751 members 
Mstep: Class 2 contains 38134 members 
Mstep: Class 3 contains 83393 members 
Mstep: Class 4 contains 1933 members 
Mstep: Class 5 contains 14545 members 
Mstep: Class 6 contains 20994 members 
Mstep: Class 7 contains 19267 members 
Mstep: Class 8 contains 30721 members 
Mstep: Class 9 contains 26665 members 
Mstep: Class 10 contains 128888 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 85584 members 
Mstep: Class 13 contains 206604 members 
Mstep: Class 14 contains 1750 members 
Mstep: Class 15 contains 12961 members 
Mstep: Class 16 contains 57709 members 
Mstep: Class 17 contains 2966 members 
Mstep: Class 18 contains 7977 members 
Mstep: Class 19 contains 3210 members 
Mstep: Class 20 contains 8465 members 
Mstep: Class 21 contains 3575 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 217123 members 
Mstep: Class 24 contains 5532 members 
Mstep: Class 25 contains 41706 members 
Mstep: Class 26 contains 4703 members 
Mstep: Class 27 contains 3189 members 
Mstep: Class 28 contains 19297 members 
Mstep: Class 29 contains 2475 members 
Mstep: Class 30 contains 1478 members 
Mstep: Class 31 contains 7035 members 
Mstep: Class 32 contains 2047 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11785 members 
Mstep: Class 35 contains 1767 members 
Mstep: Class 36 contains 969 members 
Mstep: Class 37 contains 3676 members 
Mstep: Class 38 contains 17520 members 
Mstep: Class 39 contains 1696 members 
Mstep: Class 40 contains 3271 members 
Mstep: Class 41 contains 2222 members 
Mstep: Class 42 contains 10055 members 
Mstep: Class 43 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102293240.000000 Penalty: 151038.062500
Iteration 90Q: 44 clusters Score -1.022932e+08 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 289289 members 
Mstep: Class 2 contains 38062 members 
Mstep: Class 3 contains 84531 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 14537 members 
Mstep: Class 6 contains 20901 members 
Mstep: Class 7 contains 19273 members 
Mstep: Class 8 contains 30793 members 
Mstep: Class 9 contains 26723 members 
Mstep: Class 10 contains 129290 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 86176 members 
Mstep: Class 13 contains 206587 members 
Mstep: Class 14 contains 1754 members 
Mstep: Class 15 contains 12974 members 
Mstep: Class 16 contains 57703 members 
Mstep: Class 17 contains 2940 members 
Mstep: Class 18 contains 8030 members 
Mstep: Class 19 contains 3211 members 
Mstep: Class 20 contains 8479 members 
Mstep: Class 21 contains 3575 members 
Mstep: Class 22 contains 4207 members 
Mstep: Class 23 contains 218318 members 
Mstep: Class 24 contains 5531 members 
Mstep: Class 25 contains 41685 members 
Mstep: Class 26 contains 4697 members 
Mstep: Class 27 contains 3174 members 
Mstep: Class 28 contains 19261 members 
Mstep: Class 29 contains 2475 members 
Mstep: Class 30 contains 1478 members 
Mstep: Class 31 contains 7102 members 
Mstep: Class 32 contains 2104 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11776 members 
Mstep: Class 35 contains 1784 members 
Mstep: Class 36 contains 969 members 
Mstep: Class 37 contains 3688 members 
Mstep: Class 38 contains 17486 members 
Mstep: Class 39 contains 1696 members 
Mstep: Class 40 contains 3314 members 
Mstep: Class 41 contains 2232 members 
Mstep: Class 42 contains 10070 members 
Mstep: Class 43 contains 3046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102293656.000000 Penalty: 151038.062500
Iteration 91Q: 44 clusters Score -1.022937e+08 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 286140 members 
Mstep: Class 2 contains 37990 members 
Mstep: Class 3 contains 85599 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 14524 members 
Mstep: Class 6 contains 20811 members 
Mstep: Class 7 contains 19281 members 
Mstep: Class 8 contains 30850 members 
Mstep: Class 9 contains 26774 members 
Mstep: Class 10 contains 129654 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 86667 members 
Mstep: Class 13 contains 206581 members 
Mstep: Class 14 contains 1761 members 
Mstep: Class 15 contains 12977 members 
Mstep: Class 16 contains 57693 members 
Mstep: Class 17 contains 2918 members 
Mstep: Class 18 contains 8075 members 
Mstep: Class 19 contains 3209 members 
Mstep: Class 20 contains 8495 members 
Mstep: Class 21 contains 3575 members 
Mstep: Class 22 contains 4237 members 
Mstep: Class 23 contains 219463 members 
Mstep: Class 24 contains 5529 members 
Mstep: Class 25 contains 41664 members 
Mstep: Class 26 contains 4692 members 
Mstep: Class 27 contains 3165 members 
Mstep: Class 28 contains 19241 members 
Mstep: Class 29 contains 2477 members 
Mstep: Class 30 contains 1477 members 
Mstep: Class 31 contains 7167 members 
Mstep: Class 32 contains 2144 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11754 members 
Mstep: Class 35 contains 1802 members 
Mstep: Class 36 contains 968 members 
Mstep: Class 37 contains 3695 members 
Mstep: Class 38 contains 17459 members 
Mstep: Class 39 contains 1696 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 2231 members 
Mstep: Class 42 contains 10077 members 
Mstep: Class 43 contains 3045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102293904.000000 Penalty: 151038.062500
Iteration 92Q: 44 clusters Score -1.022939e+08 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 283235 members 
Mstep: Class 2 contains 37913 members 
Mstep: Class 3 contains 86627 members 
Mstep: Class 4 contains 1935 members 
Mstep: Class 5 contains 14502 members 
Mstep: Class 6 contains 20730 members 
Mstep: Class 7 contains 19276 members 
Mstep: Class 8 contains 30881 members 
Mstep: Class 9 contains 26833 members 
Mstep: Class 10 contains 129955 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 87140 members 
Mstep: Class 13 contains 206580 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 12991 members 
Mstep: Class 16 contains 57697 members 
Mstep: Class 17 contains 2888 members 
Mstep: Class 18 contains 8127 members 
Mstep: Class 19 contains 3198 members 
Mstep: Class 20 contains 8511 members 
Mstep: Class 21 contains 3575 members 
Mstep: Class 22 contains 4266 members 
Mstep: Class 23 contains 220513 members 
Mstep: Class 24 contains 5529 members 
Mstep: Class 25 contains 41627 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 3156 members 
Mstep: Class 28 contains 19220 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 1478 members 
Mstep: Class 31 contains 7219 members 
Mstep: Class 32 contains 2191 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11734 members 
Mstep: Class 35 contains 1827 members 
Mstep: Class 36 contains 968 members 
Mstep: Class 37 contains 3696 members 
Mstep: Class 38 contains 17429 members 
Mstep: Class 39 contains 1696 members 
Mstep: Class 40 contains 3421 members 
Mstep: Class 41 contains 2228 members 
Mstep: Class 42 contains 10089 members 
Mstep: Class 43 contains 3046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102294296.000000 Penalty: 151038.062500
Iteration 93Q: 44 clusters Score -1.022943e+08 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 280649 members 
Mstep: Class 2 contains 37840 members 
Mstep: Class 3 contains 87613 members 
Mstep: Class 4 contains 1935 members 
Mstep: Class 5 contains 14485 members 
Mstep: Class 6 contains 20659 members 
Mstep: Class 7 contains 19263 members 
Mstep: Class 8 contains 30922 members 
Mstep: Class 9 contains 26870 members 
Mstep: Class 10 contains 130213 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 87541 members 
Mstep: Class 13 contains 206581 members 
Mstep: Class 14 contains 1770 members 
Mstep: Class 15 contains 13000 members 
Mstep: Class 16 contains 57684 members 
Mstep: Class 17 contains 2860 members 
Mstep: Class 18 contains 8172 members 
Mstep: Class 19 contains 3188 members 
Mstep: Class 20 contains 8522 members 
Mstep: Class 21 contains 3576 members 
Mstep: Class 22 contains 4292 members 
Mstep: Class 23 contains 221436 members 
Mstep: Class 24 contains 5530 members 
Mstep: Class 25 contains 41590 members 
Mstep: Class 26 contains 4688 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 19194 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 1479 members 
Mstep: Class 31 contains 7253 members 
Mstep: Class 32 contains 2243 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11720 members 
Mstep: Class 35 contains 1850 members 
Mstep: Class 36 contains 968 members 
Mstep: Class 37 contains 3694 members 
Mstep: Class 38 contains 17404 members 
Mstep: Class 39 contains 1696 members 
Mstep: Class 40 contains 3481 members 
Mstep: Class 41 contains 2225 members 
Mstep: Class 42 contains 10100 members 
Mstep: Class 43 contains 3045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102293880.000000 Penalty: 151038.062500
Iteration 94Q: 44 clusters Score -1.022939e+08 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 278351 members 
Mstep: Class 2 contains 37764 members 
Mstep: Class 3 contains 88541 members 
Mstep: Class 4 contains 1935 members 
Mstep: Class 5 contains 14473 members 
Mstep: Class 6 contains 20600 members 
Mstep: Class 7 contains 19242 members 
Mstep: Class 8 contains 30950 members 
Mstep: Class 9 contains 26898 members 
Mstep: Class 10 contains 130455 members 
Mstep: Class 11 contains 1166 members 
Mstep: Class 12 contains 87904 members 
Mstep: Class 13 contains 206582 members 
Mstep: Class 14 contains 1770 members 
Mstep: Class 15 contains 13006 members 
Mstep: Class 16 contains 57660 members 
Mstep: Class 17 contains 2833 members 
Mstep: Class 18 contains 8217 members 
Mstep: Class 19 contains 3187 members 
Mstep: Class 20 contains 8529 members 
Mstep: Class 21 contains 3575 members 
Mstep: Class 22 contains 4312 members 
Mstep: Class 23 contains 222241 members 
Mstep: Class 24 contains 5528 members 
Mstep: Class 25 contains 41566 members 
Mstep: Class 26 contains 4685 members 
Mstep: Class 27 contains 3125 members 
Mstep: Class 28 contains 19145 members 
Mstep: Class 29 contains 2476 members 
Mstep: Class 30 contains 1479 members 
Mstep: Class 31 contains 7280 members 
Mstep: Class 32 contains 2285 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11701 members 
Mstep: Class 35 contains 1864 members 
Mstep: Class 36 contains 966 members 
Mstep: Class 37 contains 3702 members 
Mstep: Class 38 contains 17392 members 
Mstep: Class 39 contains 1696 members 
Mstep: Class 40 contains 3553 members 
Mstep: Class 41 contains 2228 members 
Mstep: Class 42 contains 10116 members 
Mstep: Class 43 contains 3044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102294752.000000 Penalty: 151038.062500
Iteration 95Q: 44 clusters Score -1.022948e+08 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 276234 members 
Mstep: Class 2 contains 37698 members 
Mstep: Class 3 contains 89417 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 14467 members 
Mstep: Class 6 contains 20561 members 
Mstep: Class 7 contains 19228 members 
Mstep: Class 8 contains 30980 members 
Mstep: Class 9 contains 26910 members 
Mstep: Class 10 contains 130641 members 
Mstep: Class 11 contains 1165 members 
Mstep: Class 12 contains 88208 members 
Mstep: Class 13 contains 206586 members 
Mstep: Class 14 contains 1773 members 
Mstep: Class 15 contains 13021 members 
Mstep: Class 16 contains 57621 members 
Mstep: Class 17 contains 2788 members 
Mstep: Class 18 contains 8252 members 
Mstep: Class 19 contains 3181 members 
Mstep: Class 20 contains 8527 members 
Mstep: Class 21 contains 3573 members 
Mstep: Class 22 contains 4329 members 
Mstep: Class 23 contains 223024 members 
Mstep: Class 24 contains 5526 members 
Mstep: Class 25 contains 41544 members 
Mstep: Class 26 contains 4685 members 
Mstep: Class 27 contains 3116 members 
Mstep: Class 28 contains 19107 members 
Mstep: Class 29 contains 2475 members 
Mstep: Class 30 contains 1479 members 
Mstep: Class 31 contains 7312 members 
Mstep: Class 32 contains 2321 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11686 members 
Mstep: Class 35 contains 1882 members 
Mstep: Class 36 contains 967 members 
Mstep: Class 37 contains 3702 members 
Mstep: Class 38 contains 17383 members 
Mstep: Class 39 contains 1697 members 
Mstep: Class 40 contains 3613 members 
Mstep: Class 41 contains 2239 members 
Mstep: Class 42 contains 10127 members 
Mstep: Class 43 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295064.000000 Penalty: 151038.062500
Iteration 96Q: 44 clusters Score -1.022951e+08 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 274256 members 
Mstep: Class 2 contains 37614 members 
Mstep: Class 3 contains 90219 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 14460 members 
Mstep: Class 6 contains 20514 members 
Mstep: Class 7 contains 19218 members 
Mstep: Class 8 contains 31014 members 
Mstep: Class 9 contains 26907 members 
Mstep: Class 10 contains 130794 members 
Mstep: Class 11 contains 1165 members 
Mstep: Class 12 contains 88497 members 
Mstep: Class 13 contains 206585 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 13034 members 
Mstep: Class 16 contains 57596 members 
Mstep: Class 17 contains 2714 members 
Mstep: Class 18 contains 8295 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 8535 members 
Mstep: Class 21 contains 3574 members 
Mstep: Class 22 contains 4346 members 
Mstep: Class 23 contains 223779 members 
Mstep: Class 24 contains 5525 members 
Mstep: Class 25 contains 41518 members 
Mstep: Class 26 contains 4689 members 
Mstep: Class 27 contains 3102 members 
Mstep: Class 28 contains 19063 members 
Mstep: Class 29 contains 2473 members 
Mstep: Class 30 contains 1479 members 
Mstep: Class 31 contains 7344 members 
Mstep: Class 32 contains 2355 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11682 members 
Mstep: Class 35 contains 1934 members 
Mstep: Class 36 contains 968 members 
Mstep: Class 37 contains 3707 members 
Mstep: Class 38 contains 17376 members 
Mstep: Class 39 contains 1697 members 
Mstep: Class 40 contains 3682 members 
Mstep: Class 41 contains 2245 members 
Mstep: Class 42 contains 10136 members 
Mstep: Class 43 contains 3042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295544.000000 Penalty: 151038.062500
Iteration 97Q: 44 clusters Score -1.022955e+08 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 272433 members 
Mstep: Class 2 contains 37539 members 
Mstep: Class 3 contains 91003 members 
Mstep: Class 4 contains 1935 members 
Mstep: Class 5 contains 14450 members 
Mstep: Class 6 contains 20478 members 
Mstep: Class 7 contains 19215 members 
Mstep: Class 8 contains 31011 members 
Mstep: Class 9 contains 26937 members 
Mstep: Class 10 contains 130917 members 
Mstep: Class 11 contains 1164 members 
Mstep: Class 12 contains 88791 members 
Mstep: Class 13 contains 206581 members 
Mstep: Class 14 contains 1777 members 
Mstep: Class 15 contains 13042 members 
Mstep: Class 16 contains 57554 members 
Mstep: Class 17 contains 2656 members 
Mstep: Class 18 contains 8321 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 8543 members 
Mstep: Class 21 contains 3577 members 
Mstep: Class 22 contains 4358 members 
Mstep: Class 23 contains 224428 members 
Mstep: Class 24 contains 5525 members 
Mstep: Class 25 contains 41491 members 
Mstep: Class 26 contains 4687 members 
Mstep: Class 27 contains 3097 members 
Mstep: Class 28 contains 19029 members 
Mstep: Class 29 contains 2472 members 
Mstep: Class 30 contains 1479 members 
Mstep: Class 31 contains 7385 members 
Mstep: Class 32 contains 2393 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11680 members 
Mstep: Class 35 contains 1976 members 
Mstep: Class 36 contains 968 members 
Mstep: Class 37 contains 3710 members 
Mstep: Class 38 contains 17370 members 
Mstep: Class 39 contains 1697 members 
Mstep: Class 40 contains 3755 members 
Mstep: Class 41 contains 2238 members 
Mstep: Class 42 contains 10147 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296136.000000 Penalty: 151038.062500
Iteration 98Q: 44 clusters Score -1.022961e+08 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 270748 members 
Mstep: Class 2 contains 37447 members 
Mstep: Class 3 contains 91773 members 
Mstep: Class 4 contains 1935 members 
Mstep: Class 5 contains 14438 members 
Mstep: Class 6 contains 20441 members 
Mstep: Class 7 contains 19211 members 
Mstep: Class 8 contains 31016 members 
Mstep: Class 9 contains 26978 members 
Mstep: Class 10 contains 131006 members 
Mstep: Class 11 contains 1162 members 
Mstep: Class 12 contains 89022 members 
Mstep: Class 13 contains 206573 members 
Mstep: Class 14 contains 1778 members 
Mstep: Class 15 contains 13049 members 
Mstep: Class 16 contains 57521 members 
Mstep: Class 17 contains 2609 members 
Mstep: Class 18 contains 8353 members 
Mstep: Class 19 contains 3167 members 
Mstep: Class 20 contains 8548 members 
Mstep: Class 21 contains 3578 members 
Mstep: Class 22 contains 4374 members 
Mstep: Class 23 contains 225066 members 
Mstep: Class 24 contains 5526 members 
Mstep: Class 25 contains 41468 members 
Mstep: Class 26 contains 4684 members 
Mstep: Class 27 contains 3083 members 
Mstep: Class 28 contains 18994 members 
Mstep: Class 29 contains 2474 members 
Mstep: Class 30 contains 1479 members 
Mstep: Class 31 contains 7415 members 
Mstep: Class 32 contains 2422 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11679 members 
Mstep: Class 35 contains 2013 members 
Mstep: Class 36 contains 968 members 
Mstep: Class 37 contains 3709 members 
Mstep: Class 38 contains 17362 members 
Mstep: Class 39 contains 1697 members 
Mstep: Class 40 contains 3821 members 
Mstep: Class 41 contains 2235 members 
Mstep: Class 42 contains 10160 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296024.000000 Penalty: 151038.062500
Iteration 99Q: 44 clusters Score -1.02296e+08 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 269175 members 
Mstep: Class 2 contains 37352 members 
Mstep: Class 3 contains 92491 members 
Mstep: Class 4 contains 1935 members 
Mstep: Class 5 contains 14429 members 
Mstep: Class 6 contains 20400 members 
Mstep: Class 7 contains 19203 members 
Mstep: Class 8 contains 31040 members 
Mstep: Class 9 contains 27012 members 
Mstep: Class 10 contains 131121 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 89225 members 
Mstep: Class 13 contains 206571 members 
Mstep: Class 14 contains 1781 members 
Mstep: Class 15 contains 13053 members 
Mstep: Class 16 contains 57472 members 
Mstep: Class 17 contains 2560 members 
Mstep: Class 18 contains 8381 members 
Mstep: Class 19 contains 3159 members 
Mstep: Class 20 contains 8554 members 
Mstep: Class 21 contains 3580 members 
Mstep: Class 22 contains 4386 members 
Mstep: Class 23 contains 225681 members 
Mstep: Class 24 contains 5524 members 
Mstep: Class 25 contains 41445 members 
Mstep: Class 26 contains 4681 members 
Mstep: Class 27 contains 3071 members 
Mstep: Class 28 contains 18972 members 
Mstep: Class 29 contains 2474 members 
Mstep: Class 30 contains 1479 members 
Mstep: Class 31 contains 7442 members 
Mstep: Class 32 contains 2435 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11680 members 
Mstep: Class 35 contains 2057 members 
Mstep: Class 36 contains 968 members 
Mstep: Class 37 contains 3712 members 
Mstep: Class 38 contains 17360 members 
Mstep: Class 39 contains 1697 members 
Mstep: Class 40 contains 3871 members 
Mstep: Class 41 contains 2228 members 
Mstep: Class 42 contains 10166 members 
Mstep: Class 43 contains 3039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295832.000000 Penalty: 151038.062500
Iteration 100F: 44 clusters Score -1.022958e+08 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 267676 members 
Mstep: Class 2 contains 37275 members 
Mstep: Class 3 contains 93199 members 
Mstep: Class 4 contains 1935 members 
Mstep: Class 5 contains 14418 members 
Mstep: Class 6 contains 20342 members 
Mstep: Class 7 contains 19181 members 
Mstep: Class 8 contains 31065 members 
Mstep: Class 9 contains 27050 members 
Mstep: Class 10 contains 131235 members 
Mstep: Class 11 contains 1161 members 
Mstep: Class 12 contains 89421 members 
Mstep: Class 13 contains 206565 members 
Mstep: Class 14 contains 1786 members 
Mstep: Class 15 contains 13049 members 
Mstep: Class 16 contains 57450 members 
Mstep: Class 17 contains 2516 members 
Mstep: Class 18 contains 8429 members 
Mstep: Class 19 contains 3158 members 
Mstep: Class 20 contains 8558 members 
Mstep: Class 21 contains 3583 members 
Mstep: Class 22 contains 4401 members 
Mstep: Class 23 contains 226201 members 
Mstep: Class 24 contains 5525 members 
Mstep: Class 25 contains 41438 members 
Mstep: Class 26 contains 4680 members 
Mstep: Class 27 contains 3061 members 
Mstep: Class 28 contains 18951 members 
Mstep: Class 29 contains 2471 members 
Mstep: Class 30 contains 1478 members 
Mstep: Class 31 contains 7454 members 
Mstep: Class 32 contains 2474 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11676 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 968 members 
Mstep: Class 37 contains 3717 members 
Mstep: Class 38 contains 17351 members 
Mstep: Class 39 contains 1697 members 
Mstep: Class 40 contains 3906 members 
Mstep: Class 41 contains 2211 members 
Mstep: Class 42 contains 10174 members 
Mstep: Class 43 contains 3039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295760.000000 Penalty: 151038.062500
Iteration 101Q: 44 clusters Score -1.022958e+08 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 266289 members 
Mstep: Class 2 contains 37206 members 
Mstep: Class 3 contains 93867 members 
Mstep: Class 4 contains 1935 members 
Mstep: Class 5 contains 14406 members 
Mstep: Class 6 contains 20289 members 
Mstep: Class 7 contains 19171 members 
Mstep: Class 8 contains 31087 members 
Mstep: Class 9 contains 27082 members 
Mstep: Class 10 contains 131316 members 
Mstep: Class 11 contains 1161 members 
Mstep: Class 12 contains 89584 members 
Mstep: Class 13 contains 206553 members 
Mstep: Class 14 contains 1793 members 
Mstep: Class 15 contains 13045 members 
Mstep: Class 16 contains 57432 members 
Mstep: Class 17 contains 2475 members 
Mstep: Class 18 contains 8475 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 20 contains 8567 members 
Mstep: Class 21 contains 3586 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 226692 members 
Mstep: Class 24 contains 5525 members 
Mstep: Class 25 contains 41439 members 
Mstep: Class 26 contains 4682 members 
Mstep: Class 27 contains 3048 members 
Mstep: Class 28 contains 18929 members 
Mstep: Class 29 contains 2471 members 
Mstep: Class 30 contains 1477 members 
Mstep: Class 31 contains 7481 members 
Mstep: Class 32 contains 2504 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11662 members 
Mstep: Class 35 contains 2128 members 
Mstep: Class 36 contains 968 members 
Mstep: Class 37 contains 3722 members 
Mstep: Class 38 contains 17346 members 
Mstep: Class 39 contains 1696 members 
Mstep: Class 40 contains 3949 members 
Mstep: Class 41 contains 2197 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 3039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295864.000000 Penalty: 151038.062500
Iteration 102Q: 44 clusters Score -1.022959e+08 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 265004 members 
Mstep: Class 2 contains 37136 members 
Mstep: Class 3 contains 94484 members 
Mstep: Class 4 contains 1935 members 
Mstep: Class 5 contains 14390 members 
Mstep: Class 6 contains 20245 members 
Mstep: Class 7 contains 19175 members 
Mstep: Class 8 contains 31097 members 
Mstep: Class 9 contains 27107 members 
Mstep: Class 10 contains 131367 members 
Mstep: Class 11 contains 1161 members 
Mstep: Class 12 contains 89750 members 
Mstep: Class 13 contains 206527 members 
Mstep: Class 14 contains 1798 members 
Mstep: Class 15 contains 13049 members 
Mstep: Class 16 contains 57425 members 
Mstep: Class 17 contains 2412 members 
Mstep: Class 18 contains 8518 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 20 contains 8571 members 
Mstep: Class 21 contains 3588 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 227185 members 
Mstep: Class 24 contains 5522 members 
Mstep: Class 25 contains 41439 members 
Mstep: Class 26 contains 4685 members 
Mstep: Class 27 contains 3038 members 
Mstep: Class 28 contains 18888 members 
Mstep: Class 29 contains 2471 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 7503 members 
Mstep: Class 32 contains 2526 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11646 members 
Mstep: Class 35 contains 2180 members 
Mstep: Class 36 contains 969 members 
Mstep: Class 37 contains 3736 members 
Mstep: Class 38 contains 17338 members 
Mstep: Class 39 contains 1696 members 
Mstep: Class 40 contains 3999 members 
Mstep: Class 41 contains 2186 members 
Mstep: Class 42 contains 10185 members 
Mstep: Class 43 contains 3039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295936.000000 Penalty: 151038.062500
Iteration 103Q: 44 clusters Score -1.022959e+08 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 263790 members 
Mstep: Class 2 contains 37053 members 
Mstep: Class 3 contains 95075 members 
Mstep: Class 4 contains 1935 members 
Mstep: Class 5 contains 14378 members 
Mstep: Class 6 contains 20197 members 
Mstep: Class 7 contains 19174 members 
Mstep: Class 8 contains 31105 members 
Mstep: Class 9 contains 27126 members 
Mstep: Class 10 contains 131421 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 89897 members 
Mstep: Class 13 contains 206507 members 
Mstep: Class 14 contains 1805 members 
Mstep: Class 15 contains 13047 members 
Mstep: Class 16 contains 57422 members 
Mstep: Class 17 contains 2336 members 
Mstep: Class 18 contains 8570 members 
Mstep: Class 19 contains 3145 members 
Mstep: Class 20 contains 8574 members 
Mstep: Class 21 contains 3590 members 
Mstep: Class 22 contains 4437 members 
Mstep: Class 23 contains 227635 members 
Mstep: Class 24 contains 5520 members 
Mstep: Class 25 contains 41420 members 
Mstep: Class 26 contains 4687 members 
Mstep: Class 27 contains 3033 members 
Mstep: Class 28 contains 18854 members 
Mstep: Class 29 contains 2472 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 7522 members 
Mstep: Class 32 contains 2556 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11640 members 
Mstep: Class 35 contains 2250 members 
Mstep: Class 36 contains 970 members 
Mstep: Class 37 contains 3739 members 
Mstep: Class 38 contains 17346 members 
Mstep: Class 39 contains 1697 members 
Mstep: Class 40 contains 4060 members 
Mstep: Class 41 contains 2174 members 
Mstep: Class 42 contains 10190 members 
Mstep: Class 43 contains 3038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296144.000000 Penalty: 151038.062500
Iteration 104Q: 44 clusters Score -1.022961e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 262734 members 
Mstep: Class 2 contains 36973 members 
Mstep: Class 3 contains 95618 members 
Mstep: Class 4 contains 1936 members 
Mstep: Class 5 contains 14363 members 
Mstep: Class 6 contains 20164 members 
Mstep: Class 7 contains 19183 members 
Mstep: Class 8 contains 31098 members 
Mstep: Class 9 contains 27124 members 
Mstep: Class 10 contains 131466 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 12 contains 90049 members 
Mstep: Class 13 contains 206479 members 
Mstep: Class 14 contains 1814 members 
Mstep: Class 15 contains 13048 members 
Mstep: Class 16 contains 57415 members 
Mstep: Class 17 contains 2254 members 
Mstep: Class 18 contains 8618 members 
Mstep: Class 19 contains 3143 members 
Mstep: Class 20 contains 8575 members 
Mstep: Class 21 contains 3591 members 
Mstep: Class 22 contains 4445 members 
Mstep: Class 23 contains 228024 members 
Mstep: Class 24 contains 5520 members 
Mstep: Class 25 contains 41409 members 
Mstep: Class 26 contains 4687 members 
Mstep: Class 27 contains 3030 members 
Mstep: Class 28 contains 18808 members 
Mstep: Class 29 contains 2473 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 7542 members 
Mstep: Class 32 contains 2592 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11634 members 
Mstep: Class 35 contains 2332 members 
Mstep: Class 36 contains 971 members 
Mstep: Class 37 contains 3749 members 
Mstep: Class 38 contains 17343 members 
Mstep: Class 39 contains 1699 members 
Mstep: Class 40 contains 4107 members 
Mstep: Class 41 contains 2148 members 
Mstep: Class 42 contains 10194 members 
Mstep: Class 43 contains 3038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296360.000000 Penalty: 151038.062500
Iteration 105Q: 44 clusters Score -1.022964e+08 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 261772 members 
Mstep: Class 2 contains 36883 members 
Mstep: Class 3 contains 96081 members 
Mstep: Class 4 contains 1935 members 
Mstep: Class 5 contains 14355 members 
Mstep: Class 6 contains 20130 members 
Mstep: Class 7 contains 19176 members 
Mstep: Class 8 contains 31103 members 
Mstep: Class 9 contains 27131 members 
Mstep: Class 10 contains 131505 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 12 contains 90178 members 
Mstep: Class 13 contains 206469 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 13044 members 
Mstep: Class 16 contains 57399 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 8673 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 8575 members 
Mstep: Class 21 contains 3592 members 
Mstep: Class 22 contains 4454 members 
Mstep: Class 23 contains 228389 members 
Mstep: Class 24 contains 5518 members 
Mstep: Class 25 contains 41413 members 
Mstep: Class 26 contains 4688 members 
Mstep: Class 27 contains 3025 members 
Mstep: Class 28 contains 18780 members 
Mstep: Class 29 contains 2474 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 7575 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11625 members 
Mstep: Class 35 contains 2464 members 
Mstep: Class 36 contains 972 members 
Mstep: Class 37 contains 3754 members 
Mstep: Class 38 contains 17335 members 
Mstep: Class 39 contains 1703 members 
Mstep: Class 40 contains 4166 members 
Mstep: Class 41 contains 2124 members 
Mstep: Class 42 contains 10197 members 
Mstep: Class 43 contains 3039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297264.000000 Penalty: 151038.062500
Iteration 106Q: 44 clusters Score -1.022973e+08 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 260911 members 
Mstep: Class 2 contains 36809 members 
Mstep: Class 3 contains 96521 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 14345 members 
Mstep: Class 6 contains 20096 members 
Mstep: Class 7 contains 19177 members 
Mstep: Class 8 contains 31088 members 
Mstep: Class 9 contains 27152 members 
Mstep: Class 10 contains 131550 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 12 contains 90278 members 
Mstep: Class 13 contains 206455 members 
Mstep: Class 14 contains 1832 members 
Mstep: Class 15 contains 13034 members 
Mstep: Class 16 contains 57382 members 
Mstep: Class 17 contains 2027 members 
Mstep: Class 18 contains 8727 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 8576 members 
Mstep: Class 21 contains 3595 members 
Mstep: Class 22 contains 4452 members 
Mstep: Class 23 contains 228713 members 
Mstep: Class 24 contains 5516 members 
Mstep: Class 25 contains 41416 members 
Mstep: Class 26 contains 4686 members 
Mstep: Class 27 contains 3015 members 
Mstep: Class 28 contains 18746 members 
Mstep: Class 29 contains 2475 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 7608 members 
Mstep: Class 32 contains 2631 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11619 members 
Mstep: Class 35 contains 2547 members 
Mstep: Class 36 contains 972 members 
Mstep: Class 37 contains 3759 members 
Mstep: Class 38 contains 17329 members 
Mstep: Class 39 contains 1709 members 
Mstep: Class 40 contains 4231 members 
Mstep: Class 41 contains 2100 members 
Mstep: Class 42 contains 10199 members 
Mstep: Class 43 contains 3039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297984.000000 Penalty: 151038.062500
Iteration 107Q: 44 clusters Score -1.02298e+08 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 260081 members 
Mstep: Class 2 contains 36735 members 
Mstep: Class 3 contains 96961 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 14331 members 
Mstep: Class 6 contains 20069 members 
Mstep: Class 7 contains 19172 members 
Mstep: Class 8 contains 31072 members 
Mstep: Class 9 contains 27185 members 
Mstep: Class 10 contains 131599 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 12 contains 90373 members 
Mstep: Class 13 contains 206443 members 
Mstep: Class 14 contains 1840 members 
Mstep: Class 15 contains 13030 members 
Mstep: Class 16 contains 57368 members 
Mstep: Class 17 contains 2009 members 
Mstep: Class 18 contains 8774 members 
Mstep: Class 19 contains 3138 members 
Mstep: Class 20 contains 8576 members 
Mstep: Class 21 contains 3604 members 
Mstep: Class 22 contains 4458 members 
Mstep: Class 23 contains 229001 members 
Mstep: Class 24 contains 5516 members 
Mstep: Class 25 contains 41432 members 
Mstep: Class 26 contains 4687 members 
Mstep: Class 27 contains 3004 members 
Mstep: Class 28 contains 18702 members 
Mstep: Class 29 contains 2475 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 7625 members 
Mstep: Class 32 contains 2635 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11613 members 
Mstep: Class 35 contains 2554 members 
Mstep: Class 36 contains 972 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 17327 members 
Mstep: Class 39 contains 1713 members 
Mstep: Class 40 contains 4305 members 
Mstep: Class 41 contains 2076 members 
Mstep: Class 42 contains 10202 members 
Mstep: Class 43 contains 3039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298656.000000 Penalty: 151038.062500
Iteration 108Q: 44 clusters Score -1.022987e+08 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 259324 members 
Mstep: Class 2 contains 36655 members 
Mstep: Class 3 contains 97333 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 14320 members 
Mstep: Class 6 contains 20036 members 
Mstep: Class 7 contains 19170 members 
Mstep: Class 8 contains 31070 members 
Mstep: Class 9 contains 27211 members 
Mstep: Class 10 contains 131645 members 
Mstep: Class 11 contains 1155 members 
Mstep: Class 12 contains 90488 members 
Mstep: Class 13 contains 206429 members 
Mstep: Class 14 contains 1847 members 
Mstep: Class 15 contains 13027 members 
Mstep: Class 16 contains 57354 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 8825 members 
Mstep: Class 19 contains 3131 members 
Mstep: Class 20 contains 8574 members 
Mstep: Class 21 contains 3607 members 
Mstep: Class 22 contains 4455 members 
Mstep: Class 23 contains 229285 members 
Mstep: Class 24 contains 5514 members 
Mstep: Class 25 contains 41437 members 
Mstep: Class 26 contains 4690 members 
Mstep: Class 27 contains 3008 members 
Mstep: Class 28 contains 18665 members 
Mstep: Class 29 contains 2474 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 7649 members 
Mstep: Class 32 contains 2640 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11610 members 
Mstep: Class 35 contains 2549 members 
Mstep: Class 36 contains 972 members 
Mstep: Class 37 contains 3763 members 
Mstep: Class 38 contains 17317 members 
Mstep: Class 39 contains 1716 members 
Mstep: Class 40 contains 4364 members 
Mstep: Class 41 contains 2050 members 
Mstep: Class 42 contains 10206 members 
Mstep: Class 43 contains 3038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298664.000000 Penalty: 151038.062500
Iteration 109Q: 44 clusters Score -1.022987e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 258668 members 
Mstep: Class 2 contains 36575 members 
Mstep: Class 3 contains 97694 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 14306 members 
Mstep: Class 6 contains 19996 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 31069 members 
Mstep: Class 9 contains 27226 members 
Mstep: Class 10 contains 131668 members 
Mstep: Class 11 contains 1155 members 
Mstep: Class 12 contains 90593 members 
Mstep: Class 13 contains 206421 members 
Mstep: Class 14 contains 1851 members 
Mstep: Class 15 contains 13020 members 
Mstep: Class 16 contains 57346 members 
Mstep: Class 17 contains 2015 members 
Mstep: Class 18 contains 8890 members 
Mstep: Class 19 contains 3129 members 
Mstep: Class 20 contains 8576 members 
Mstep: Class 21 contains 3608 members 
Mstep: Class 22 contains 4460 members 
Mstep: Class 23 contains 229535 members 
Mstep: Class 24 contains 5513 members 
Mstep: Class 25 contains 41445 members 
Mstep: Class 26 contains 4693 members 
Mstep: Class 27 contains 3005 members 
Mstep: Class 28 contains 18625 members 
Mstep: Class 29 contains 2474 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 7661 members 
Mstep: Class 32 contains 2644 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11602 members 
Mstep: Class 35 contains 2543 members 
Mstep: Class 36 contains 972 members 
Mstep: Class 37 contains 3766 members 
Mstep: Class 38 contains 17307 members 
Mstep: Class 39 contains 1717 members 
Mstep: Class 40 contains 4425 members 
Mstep: Class 41 contains 2014 members 
Mstep: Class 42 contains 10208 members 
Mstep: Class 43 contains 3038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298416.000000 Penalty: 151038.062500
Iteration 110Q: 44 clusters Score -1.022984e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 258091 members 
Mstep: Class 2 contains 36501 members 
Mstep: Class 3 contains 98003 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 14291 members 
Mstep: Class 6 contains 19956 members 
Mstep: Class 7 contains 19149 members 
Mstep: Class 8 contains 31066 members 
Mstep: Class 9 contains 27240 members 
Mstep: Class 10 contains 131682 members 
Mstep: Class 11 contains 1155 members 
Mstep: Class 12 contains 90694 members 
Mstep: Class 13 contains 206417 members 
Mstep: Class 14 contains 1859 members 
Mstep: Class 15 contains 13016 members 
Mstep: Class 16 contains 57330 members 
Mstep: Class 17 contains 2021 members 
Mstep: Class 18 contains 8948 members 
Mstep: Class 19 contains 3130 members 
Mstep: Class 20 contains 8579 members 
Mstep: Class 21 contains 3607 members 
Mstep: Class 22 contains 4472 members 
Mstep: Class 23 contains 229781 members 
Mstep: Class 24 contains 5513 members 
Mstep: Class 25 contains 41448 members 
Mstep: Class 26 contains 4698 members 
Mstep: Class 27 contains 3006 members 
Mstep: Class 28 contains 18582 members 
Mstep: Class 29 contains 2474 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 7671 members 
Mstep: Class 32 contains 2646 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11590 members 
Mstep: Class 35 contains 2539 members 
Mstep: Class 36 contains 972 members 
Mstep: Class 37 contains 3764 members 
Mstep: Class 38 contains 17301 members 
Mstep: Class 39 contains 1717 members 
Mstep: Class 40 contains 4483 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 10213 members 
Mstep: Class 43 contains 3038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298912.000000 Penalty: 151038.062500
Iteration 111Q: 44 clusters Score -1.022989e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 257544 members 
Mstep: Class 2 contains 36435 members 
Mstep: Class 3 contains 98301 members 
Mstep: Class 4 contains 1933 members 
Mstep: Class 5 contains 14276 members 
Mstep: Class 6 contains 19936 members 
Mstep: Class 7 contains 19146 members 
Mstep: Class 8 contains 31062 members 
Mstep: Class 9 contains 27257 members 
Mstep: Class 10 contains 131699 members 
Mstep: Class 11 contains 1155 members 
Mstep: Class 12 contains 90784 members 
Mstep: Class 13 contains 206410 members 
Mstep: Class 14 contains 1868 members 
Mstep: Class 15 contains 13015 members 
Mstep: Class 16 contains 57309 members 
Mstep: Class 17 contains 2025 members 
Mstep: Class 18 contains 9015 members 
Mstep: Class 19 contains 3133 members 
Mstep: Class 20 contains 8581 members 
Mstep: Class 21 contains 3609 members 
Mstep: Class 22 contains 4478 members 
Mstep: Class 23 contains 229986 members 
Mstep: Class 24 contains 5511 members 
Mstep: Class 25 contains 41451 members 
Mstep: Class 26 contains 4704 members 
Mstep: Class 27 contains 3023 members 
Mstep: Class 28 contains 18533 members 
Mstep: Class 29 contains 2474 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 7684 members 
Mstep: Class 32 contains 2652 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11573 members 
Mstep: Class 35 contains 2533 members 
Mstep: Class 36 contains 972 members 
Mstep: Class 37 contains 3769 members 
Mstep: Class 38 contains 17293 members 
Mstep: Class 39 contains 1717 members 
Mstep: Class 40 contains 4521 members 
Mstep: Class 41 contains 1926 members 
Mstep: Class 42 contains 10217 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298984.000000 Penalty: 151038.062500
Iteration 112Q: 44 clusters Score -1.02299e+08 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 257056 members 
Mstep: Class 2 contains 36380 members 
Mstep: Class 3 contains 98591 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 14267 members 
Mstep: Class 6 contains 19910 members 
Mstep: Class 7 contains 19152 members 
Mstep: Class 8 contains 31057 members 
Mstep: Class 9 contains 27274 members 
Mstep: Class 10 contains 131717 members 
Mstep: Class 11 contains 1155 members 
Mstep: Class 12 contains 90836 members 
Mstep: Class 13 contains 206402 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 13012 members 
Mstep: Class 16 contains 57298 members 
Mstep: Class 17 contains 2028 members 
Mstep: Class 18 contains 9084 members 
Mstep: Class 19 contains 3134 members 
Mstep: Class 20 contains 8581 members 
Mstep: Class 21 contains 3611 members 
Mstep: Class 22 contains 4484 members 
Mstep: Class 23 contains 230171 members 
Mstep: Class 24 contains 5513 members 
Mstep: Class 25 contains 41447 members 
Mstep: Class 26 contains 4707 members 
Mstep: Class 27 contains 3045 members 
Mstep: Class 28 contains 18456 members 
Mstep: Class 29 contains 2475 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 7697 members 
Mstep: Class 32 contains 2656 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11565 members 
Mstep: Class 35 contains 2526 members 
Mstep: Class 36 contains 972 members 
Mstep: Class 37 contains 3773 members 
Mstep: Class 38 contains 17285 members 
Mstep: Class 39 contains 1717 members 
Mstep: Class 40 contains 4560 members 
Mstep: Class 41 contains 1882 members 
Mstep: Class 42 contains 10225 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299336.000000 Penalty: 151038.062500
Iteration 113Q: 44 clusters Score -1.022993e+08 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 256629 members 
Mstep: Class 2 contains 36335 members 
Mstep: Class 3 contains 98862 members 
Mstep: Class 4 contains 1935 members 
Mstep: Class 5 contains 14263 members 
Mstep: Class 6 contains 19885 members 
Mstep: Class 7 contains 19146 members 
Mstep: Class 8 contains 31042 members 
Mstep: Class 9 contains 27290 members 
Mstep: Class 10 contains 131735 members 
Mstep: Class 11 contains 1155 members 
Mstep: Class 12 contains 90878 members 
Mstep: Class 13 contains 206404 members 
Mstep: Class 14 contains 1879 members 
Mstep: Class 15 contains 13014 members 
Mstep: Class 16 contains 57296 members 
Mstep: Class 17 contains 2030 members 
Mstep: Class 18 contains 9144 members 
Mstep: Class 19 contains 3132 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 3614 members 
Mstep: Class 22 contains 4493 members 
Mstep: Class 23 contains 230310 members 
Mstep: Class 24 contains 5516 members 
Mstep: Class 25 contains 41444 members 
Mstep: Class 26 contains 4707 members 
Mstep: Class 27 contains 3055 members 
Mstep: Class 28 contains 18396 members 
Mstep: Class 29 contains 2476 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 7711 members 
Mstep: Class 32 contains 2653 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11560 members 
Mstep: Class 35 contains 2524 members 
Mstep: Class 36 contains 971 members 
Mstep: Class 37 contains 3778 members 
Mstep: Class 38 contains 17275 members 
Mstep: Class 39 contains 1717 members 
Mstep: Class 40 contains 4599 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 10233 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299360.000000 Penalty: 151038.062500
Iteration 114Q: 44 clusters Score -1.022994e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 256232 members 
Mstep: Class 2 contains 36291 members 
Mstep: Class 3 contains 99117 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 14257 members 
Mstep: Class 6 contains 19862 members 
Mstep: Class 7 contains 19144 members 
Mstep: Class 8 contains 31032 members 
Mstep: Class 9 contains 27290 members 
Mstep: Class 10 contains 131758 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 12 contains 90911 members 
Mstep: Class 13 contains 206405 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 13016 members 
Mstep: Class 16 contains 57294 members 
Mstep: Class 17 contains 2030 members 
Mstep: Class 18 contains 9191 members 
Mstep: Class 19 contains 3131 members 
Mstep: Class 20 contains 8587 members 
Mstep: Class 21 contains 3617 members 
Mstep: Class 22 contains 4500 members 
Mstep: Class 23 contains 230454 members 
Mstep: Class 24 contains 5519 members 
Mstep: Class 25 contains 41442 members 
Mstep: Class 26 contains 4706 members 
Mstep: Class 27 contains 3085 members 
Mstep: Class 28 contains 18354 members 
Mstep: Class 29 contains 2475 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 7731 members 
Mstep: Class 32 contains 2650 members 
Mstep: Class 33 contains 1982 members 
Mstep: Class 34 contains 11551 members 
Mstep: Class 35 contains 2523 members 
Mstep: Class 36 contains 971 members 
Mstep: Class 37 contains 3782 members 
Mstep: Class 38 contains 17263 members 
Mstep: Class 39 contains 1717 members 
Mstep: Class 40 contains 4631 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 10239 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299456.000000 Penalty: 151038.062500
Iteration 115Q: 44 clusters Score -1.022995e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 255872 members 
Mstep: Class 2 contains 36257 members 
Mstep: Class 3 contains 99366 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14253 members 
Mstep: Class 6 contains 19848 members 
Mstep: Class 7 contains 19146 members 
Mstep: Class 8 contains 31025 members 
Mstep: Class 9 contains 27298 members 
Mstep: Class 10 contains 131770 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 12 contains 90941 members 
Mstep: Class 13 contains 206400 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 13011 members 
Mstep: Class 16 contains 57285 members 
Mstep: Class 17 contains 2029 members 
Mstep: Class 18 contains 9221 members 
Mstep: Class 19 contains 3127 members 
Mstep: Class 20 contains 8590 members 
Mstep: Class 21 contains 3618 members 
Mstep: Class 22 contains 4495 members 
Mstep: Class 23 contains 230583 members 
Mstep: Class 24 contains 5525 members 
Mstep: Class 25 contains 41436 members 
Mstep: Class 26 contains 4708 members 
Mstep: Class 27 contains 3109 members 
Mstep: Class 28 contains 18320 members 
Mstep: Class 29 contains 2476 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 7739 members 
Mstep: Class 32 contains 2653 members 
Mstep: Class 33 contains 1982 members 
Mstep: Class 34 contains 11544 members 
Mstep: Class 35 contains 2521 members 
Mstep: Class 36 contains 971 members 
Mstep: Class 37 contains 3784 members 
Mstep: Class 38 contains 17254 members 
Mstep: Class 39 contains 1717 members 
Mstep: Class 40 contains 4667 members 
Mstep: Class 41 contains 1740 members 
Mstep: Class 42 contains 10243 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299400.000000 Penalty: 151038.062500
Iteration 116Q: 44 clusters Score -1.022994e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 255563 members 
Mstep: Class 2 contains 36214 members 
Mstep: Class 3 contains 99555 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14248 members 
Mstep: Class 6 contains 19831 members 
Mstep: Class 7 contains 19151 members 
Mstep: Class 8 contains 31029 members 
Mstep: Class 9 contains 27309 members 
Mstep: Class 10 contains 131787 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 12 contains 90967 members 
Mstep: Class 13 contains 206400 members 
Mstep: Class 14 contains 1891 members 
Mstep: Class 15 contains 13012 members 
Mstep: Class 16 contains 57281 members 
Mstep: Class 17 contains 2027 members 
Mstep: Class 18 contains 9244 members 
Mstep: Class 19 contains 3125 members 
Mstep: Class 20 contains 8595 members 
Mstep: Class 21 contains 3618 members 
Mstep: Class 22 contains 4498 members 
Mstep: Class 23 contains 230698 members 
Mstep: Class 24 contains 5534 members 
Mstep: Class 25 contains 41436 members 
Mstep: Class 26 contains 4709 members 
Mstep: Class 27 contains 3135 members 
Mstep: Class 28 contains 18287 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 7744 members 
Mstep: Class 32 contains 2653 members 
Mstep: Class 33 contains 1982 members 
Mstep: Class 34 contains 11544 members 
Mstep: Class 35 contains 2518 members 
Mstep: Class 36 contains 971 members 
Mstep: Class 37 contains 3786 members 
Mstep: Class 38 contains 17247 members 
Mstep: Class 39 contains 1717 members 
Mstep: Class 40 contains 4703 members 
Mstep: Class 41 contains 1682 members 
Mstep: Class 42 contains 10242 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299360.000000 Penalty: 151038.062500
Iteration 117Q: 44 clusters Score -1.022994e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 255289 members 
Mstep: Class 2 contains 36187 members 
Mstep: Class 3 contains 99732 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14242 members 
Mstep: Class 6 contains 19813 members 
Mstep: Class 7 contains 19156 members 
Mstep: Class 8 contains 31032 members 
Mstep: Class 9 contains 27311 members 
Mstep: Class 10 contains 131799 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 12 contains 90998 members 
Mstep: Class 13 contains 206398 members 
Mstep: Class 14 contains 1898 members 
Mstep: Class 15 contains 13009 members 
Mstep: Class 16 contains 57267 members 
Mstep: Class 17 contains 2027 members 
Mstep: Class 18 contains 9288 members 
Mstep: Class 19 contains 3119 members 
Mstep: Class 20 contains 8601 members 
Mstep: Class 21 contains 3620 members 
Mstep: Class 22 contains 4506 members 
Mstep: Class 23 contains 230799 members 
Mstep: Class 24 contains 5544 members 
Mstep: Class 25 contains 41430 members 
Mstep: Class 26 contains 4711 members 
Mstep: Class 27 contains 3173 members 
Mstep: Class 28 contains 18240 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7742 members 
Mstep: Class 32 contains 2648 members 
Mstep: Class 33 contains 1982 members 
Mstep: Class 34 contains 11542 members 
Mstep: Class 35 contains 2518 members 
Mstep: Class 36 contains 971 members 
Mstep: Class 37 contains 3793 members 
Mstep: Class 38 contains 17247 members 
Mstep: Class 39 contains 1717 members 
Mstep: Class 40 contains 4727 members 
Mstep: Class 41 contains 1615 members 
Mstep: Class 42 contains 10244 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299760.000000 Penalty: 151038.062500
Iteration 118Q: 44 clusters Score -1.022998e+08 nChanged 688
Entering ConstructFrom: 
Score: -102299760.000000 Penalty: 151038.062500
Entering ConstructFrom: 
Trying to split cluster 1 (255032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255032 members 
Entering Unmasked Estep 
Score: -19124296.000000 Penalty: 3087.387695
	Iteration 0F: 2 clusters Score -1.91243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127409 members 
Mstep: Class 2 contains 127623 members 
Entering Unmasked Estep 
Score: -18953490.000000 Penalty: 6174.775391
	Iteration 0F: 3 clusters Score -1.895349e+07 nChanged 122737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125802 members 
Mstep: Class 2 contains 129230 members 
Entering Unmasked Estep 
Score: -19025568.000000 Penalty: 6174.775391
	Iteration 1F: 3 clusters Score -1.902557e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125013 members 
Mstep: Class 2 contains 130019 members 
Entering Unmasked Estep 
Score: -19026962.000000 Penalty: 6174.775391
	Iteration 2Q: 3 clusters Score -1.902696e+07 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123824 members 
Mstep: Class 2 contains 131208 members 
Entering Unmasked Estep 
Score: -19029044.000000 Penalty: 6174.775391
	Iteration 3Q: 3 clusters Score -1.902904e+07 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121789 members 
Mstep: Class 2 contains 133243 members 
Entering Unmasked Estep 
Score: -19032096.000000 Penalty: 6174.775391
	Iteration 4Q: 3 clusters Score -1.90321e+07 nChanged 10327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118418 members 
Mstep: Class 2 contains 136614 members 
Entering Unmasked Estep 
Score: -19036432.000000 Penalty: 6174.775391
	Iteration 5Q: 3 clusters Score -1.903643e+07 nChanged 12917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112795 members 
Mstep: Class 2 contains 142237 members 
Entering Unmasked Estep 
Score: -19043380.000000 Penalty: 6174.775391
	Iteration 6F: 3 clusters Score -1.904338e+07 nChanged 16096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104447 members 
Mstep: Class 2 contains 150585 members 
Entering Unmasked Estep 
Score: -19055306.000000 Penalty: 6174.775391
	Iteration 7F: 3 clusters Score -1.905531e+07 nChanged 18780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93823 members 
Mstep: Class 2 contains 161209 members 
Entering Unmasked Estep 
Score: -19071318.000000 Penalty: 6174.775391
	Iteration 8F: 3 clusters Score -1.907132e+07 nChanged 18644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83965 members 
Mstep: Class 2 contains 171067 members 
Entering Unmasked Estep 
Score: -19088182.000000 Penalty: 6174.775391
	Iteration 9F: 3 clusters Score -1.908818e+07 nChanged 15562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77179 members 
Mstep: Class 2 contains 177853 members 
Entering Unmasked Estep 
Score: -19101028.000000 Penalty: 6174.775391
	Iteration 10F: 3 clusters Score -1.910103e+07 nChanged 10629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73072 members 
Mstep: Class 2 contains 181960 members 
Entering Unmasked Estep 
Score: -19108450.000000 Penalty: 6174.775391
	Iteration 11Q: 3 clusters Score -1.910845e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70002 members 
Mstep: Class 2 contains 185030 members 
Entering Unmasked Estep 
Score: -19112376.000000 Penalty: 6174.775391
	Iteration 12Q: 3 clusters Score -1.911238e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67273 members 
Mstep: Class 2 contains 187759 members 
Entering Unmasked Estep 
Score: -19114964.000000 Penalty: 6174.775391
	Iteration 13Q: 3 clusters Score -1.911496e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64861 members 
Mstep: Class 2 contains 190171 members 
Entering Unmasked Estep 
Score: -19116802.000000 Penalty: 6174.775391
	Iteration 14Q: 3 clusters Score -1.91168e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62683 members 
Mstep: Class 2 contains 192349 members 
Entering Unmasked Estep 
Score: -19118068.000000 Penalty: 6174.775391
	Iteration 15Q: 3 clusters Score -1.911807e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60699 members 
Mstep: Class 2 contains 194333 members 
Entering Unmasked Estep 
Score: -19118928.000000 Penalty: 6174.775391
	Iteration 16Q: 3 clusters Score -1.911893e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58943 members 
Mstep: Class 2 contains 196089 members 
Entering Unmasked Estep 
Score: -19119594.000000 Penalty: 6174.775391
	Iteration 17Q: 3 clusters Score -1.911959e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57302 members 
Mstep: Class 2 contains 197730 members 
Entering Unmasked Estep 
Score: -19120112.000000 Penalty: 6174.775391
	Iteration 18Q: 3 clusters Score -1.912011e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 199241 members 
Entering Unmasked Estep 
Score: -19120546.000000 Penalty: 6174.775391
	Iteration 19Q: 3 clusters Score -1.912055e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54394 members 
Mstep: Class 2 contains 200638 members 
Entering Unmasked Estep 
Score: -19120868.000000 Penalty: 6174.775391
	Iteration 20F: 3 clusters Score -1.912087e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 201890 members 
Entering Unmasked Estep 
Score: -19121052.000000 Penalty: 6174.775391
	Iteration 21Q: 3 clusters Score -1.912105e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 203045 members 
Entering Unmasked Estep 
Score: -19121052.000000 Penalty: 6174.775391
	Iteration 22Q: 3 clusters Score -1.912105e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 204129 members 
Entering Unmasked Estep 
Score: -19121160.000000 Penalty: 6174.775391
	Iteration 23Q: 3 clusters Score -1.912116e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 205224 members 
Entering Unmasked Estep 
Score: -19121204.000000 Penalty: 6174.775391
	Iteration 24Q: 3 clusters Score -1.91212e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 206217 members 
Entering Unmasked Estep 
Score: -19121424.000000 Penalty: 6174.775391
	Iteration 25Q: 3 clusters Score -1.912142e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 207153 members 
Entering Unmasked Estep 
Score: -19121528.000000 Penalty: 6174.775391
	Iteration 26Q: 3 clusters Score -1.912153e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 208009 members 
Entering Unmasked Estep 
Score: -19121682.000000 Penalty: 6174.775391
	Iteration 27Q: 3 clusters Score -1.912168e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 208814 members 
Entering Unmasked Estep 
Score: -19121786.000000 Penalty: 6174.775391
	Iteration 28Q: 3 clusters Score -1.912179e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 209594 members 
Entering Unmasked Estep 
Score: -19121892.000000 Penalty: 6174.775391
	Iteration 29Q: 3 clusters Score -1.912189e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 210371 members 
Entering Unmasked Estep 
Score: -19122016.000000 Penalty: 6174.775391
	Iteration 30Q: 3 clusters Score -1.912202e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 211106 members 
Entering Unmasked Estep 
Score: -19122084.000000 Penalty: 6174.775391
	Iteration 31Q: 3 clusters Score -1.912208e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 211831 members 
Entering Unmasked Estep 
Score: -19122076.000000 Penalty: 6174.775391
	Iteration 32Q: 3 clusters Score -1.912208e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 212543 members 
Entering Unmasked Estep 
Score: -19122166.000000 Penalty: 6174.775391
	Iteration 33Q: 3 clusters Score -1.912217e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 213184 members 
Entering Unmasked Estep 
Score: -19122218.000000 Penalty: 6174.775391
	Iteration 34Q: 3 clusters Score -1.912222e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 213831 members 
Entering Unmasked Estep 
Score: -19122294.000000 Penalty: 6174.775391
	Iteration 35Q: 3 clusters Score -1.912229e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 214504 members 
Entering Unmasked Estep 
Score: -19122410.000000 Penalty: 6174.775391
	Iteration 36Q: 3 clusters Score -1.912241e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 215158 members 
Entering Unmasked Estep 
Score: -19122456.000000 Penalty: 6174.775391
	Iteration 37Q: 3 clusters Score -1.912246e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 215794 members 
Entering Unmasked Estep 
Score: -19122428.000000 Penalty: 6174.775391
	Iteration 38Q: 3 clusters Score -1.912243e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 216386 members 
Entering Unmasked Estep 
Score: -19122480.000000 Penalty: 6174.775391
	Iteration 39Q: 3 clusters Score -1.912248e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 216961 members 
Entering Unmasked Estep 
Score: -19122550.000000 Penalty: 6174.775391
	Iteration 40F: 3 clusters Score -1.912255e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 217538 members 
Entering Unmasked Estep 
Score: -19122620.000000 Penalty: 6174.775391
	Iteration 41Q: 3 clusters Score -1.912262e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 218087 members 
Entering Unmasked Estep 
Score: -19122612.000000 Penalty: 6174.775391
	Iteration 42Q: 3 clusters Score -1.912261e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 218646 members 
Entering Unmasked Estep 
Score: -19122614.000000 Penalty: 6174.775391
	Iteration 43Q: 3 clusters Score -1.912261e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 219180 members 
Entering Unmasked Estep 
Score: -19122722.000000 Penalty: 6174.775391
	Iteration 44Q: 3 clusters Score -1.912272e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 219691 members 
Entering Unmasked Estep 
Score: -19122768.000000 Penalty: 6174.775391
	Iteration 45Q: 3 clusters Score -1.912277e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 220180 members 
Entering Unmasked Estep 
Score: -19122840.000000 Penalty: 6174.775391
	Iteration 46Q: 3 clusters Score -1.912284e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 220658 members 
Entering Unmasked Estep 
Score: -19122910.000000 Penalty: 6174.775391
	Iteration 47Q: 3 clusters Score -1.912291e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 221162 members 
Entering Unmasked Estep 
Score: -19122992.000000 Penalty: 6174.775391
	Iteration 48Q: 3 clusters Score -1.912299e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 221624 members 
Entering Unmasked Estep 
Score: -19123024.000000 Penalty: 6174.775391
	Iteration 49Q: 3 clusters Score -1.912302e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 222105 members 
Entering Unmasked Estep 
Score: -19123032.000000 Penalty: 6174.775391
	Iteration 50Q: 3 clusters Score -1.912303e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 222591 members 
Entering Unmasked Estep 
Score: -19123080.000000 Penalty: 6174.775391
	Iteration 51Q: 3 clusters Score -1.912308e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 223076 members 
Entering Unmasked Estep 
Score: -19123146.000000 Penalty: 6174.775391
	Iteration 52Q: 3 clusters Score -1.912315e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 223521 members 
Entering Unmasked Estep 
Score: -19123212.000000 Penalty: 6174.775391
	Iteration 53Q: 3 clusters Score -1.912321e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 223953 members 
Entering Unmasked Estep 
Score: -19123286.000000 Penalty: 6174.775391
	Iteration 54Q: 3 clusters Score -1.912329e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 224380 members 
Entering Unmasked Estep 
Score: -19123272.000000 Penalty: 6174.775391
	Iteration 55Q: 3 clusters Score -1.912327e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 224765 members 
Entering Unmasked Estep 
Score: -19123310.000000 Penalty: 6174.775391
	Iteration 56Q: 3 clusters Score -1.912331e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 225116 members 
Entering Unmasked Estep 
Score: -19123308.000000 Penalty: 6174.775391
	Iteration 57Q: 3 clusters Score -1.912331e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 225448 members 
Entering Unmasked Estep 
Score: -19123342.000000 Penalty: 6174.775391
	Iteration 58Q: 3 clusters Score -1.912334e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 225732 members 
Entering Unmasked Estep 
Score: -19123418.000000 Penalty: 6174.775391
	Iteration 59Q: 3 clusters Score -1.912342e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 226001 members 
Entering Unmasked Estep 
Score: -19123468.000000 Penalty: 6174.775391
	Iteration 60F: 3 clusters Score -1.912347e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 226249 members 
Entering Unmasked Estep 
Score: -19123476.000000 Penalty: 6174.775391
	Iteration 61Q: 3 clusters Score -1.912348e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 226491 members 
Entering Unmasked Estep 
Score: -19123472.000000 Penalty: 6174.775391
	Iteration 62Q: 3 clusters Score -1.912347e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 226747 members 
Entering Unmasked Estep 
Score: -19123436.000000 Penalty: 6174.775391
	Iteration 63Q: 3 clusters Score -1.912344e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 226979 members 
Entering Unmasked Estep 
Score: -19123456.000000 Penalty: 6174.775391
	Iteration 64Q: 3 clusters Score -1.912346e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 227184 members 
Entering Unmasked Estep 
Score: -19123486.000000 Penalty: 6174.775391
	Iteration 65Q: 3 clusters Score -1.912349e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 227402 members 
Entering Unmasked Estep 
Score: -19123446.000000 Penalty: 6174.775391
	Iteration 66Q: 3 clusters Score -1.912345e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 227600 members 
Entering Unmasked Estep 
Score: -19123470.000000 Penalty: 6174.775391
	Iteration 67Q: 3 clusters Score -1.912347e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 227789 members 
Entering Unmasked Estep 
Score: -19123490.000000 Penalty: 6174.775391
	Iteration 68Q: 3 clusters Score -1.912349e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 227966 members 
Entering Unmasked Estep 
Score: -19123482.000000 Penalty: 6174.775391
	Iteration 69Q: 3 clusters Score -1.912348e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 228161 members 
Entering Unmasked Estep 
Score: -19123486.000000 Penalty: 6174.775391
	Iteration 70Q: 3 clusters Score -1.912349e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 228331 members 
Entering Unmasked Estep 
Score: -19123534.000000 Penalty: 6174.775391
	Iteration 71Q: 3 clusters Score -1.912353e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 228491 members 
Entering Unmasked Estep 
Score: -19123520.000000 Penalty: 6174.775391
	Iteration 72Q: 3 clusters Score -1.912352e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 228627 members 
Entering Unmasked Estep 
Score: -19123470.000000 Penalty: 6174.775391
	Iteration 73Q: 3 clusters Score -1.912347e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 228757 members 
Entering Unmasked Estep 
Score: -19123464.000000 Penalty: 6174.775391
	Iteration 74Q: 3 clusters Score -1.912346e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 228868 members 
Entering Unmasked Estep 
Score: -19123458.000000 Penalty: 6174.775391
	Iteration 75Q: 3 clusters Score -1.912346e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 228968 members 
Entering Unmasked Estep 
Score: -19123460.000000 Penalty: 6174.775391
	Iteration 76Q: 3 clusters Score -1.912346e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 229059 members 
Entering Unmasked Estep 
Score: -19123466.000000 Penalty: 6174.775391
	Iteration 77Q: 3 clusters Score -1.912347e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 229141 members 
Entering Unmasked Estep 
Score: -19123494.000000 Penalty: 6174.775391
	Iteration 78Q: 3 clusters Score -1.912349e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 229225 members 
Entering Unmasked Estep 
Score: -19123486.000000 Penalty: 6174.775391
	Iteration 79Q: 3 clusters Score -1.912349e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 229313 members 
Entering Unmasked Estep 
Score: -19123496.000000 Penalty: 6174.775391
	Iteration 80F: 3 clusters Score -1.91235e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 229400 members 
Entering Unmasked Estep 
Score: -19123480.000000 Penalty: 6174.775391
	Iteration 81Q: 3 clusters Score -1.912348e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 229493 members 
Entering Unmasked Estep 
Score: -19123502.000000 Penalty: 6174.775391
	Iteration 82Q: 3 clusters Score -1.91235e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 229580 members 
Entering Unmasked Estep 
Score: -19123520.000000 Penalty: 6174.775391
	Iteration 83Q: 3 clusters Score -1.912352e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 229655 members 
Entering Unmasked Estep 
Score: -19123522.000000 Penalty: 6174.775391
	Iteration 84Q: 3 clusters Score -1.912352e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 229723 members 
Entering Unmasked Estep 
Score: -19123518.000000 Penalty: 6174.775391
	Iteration 85Q: 3 clusters Score -1.912352e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 229789 members 
Entering Unmasked Estep 
Score: -19123530.000000 Penalty: 6174.775391
	Iteration 86Q: 3 clusters Score -1.912353e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 229858 members 
Entering Unmasked Estep 
Score: -19123518.000000 Penalty: 6174.775391
	Iteration 87Q: 3 clusters Score -1.912352e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 229918 members 
Entering Unmasked Estep 
Score: -19123506.000000 Penalty: 6174.775391
	Iteration 88Q: 3 clusters Score -1.912351e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 229974 members 
Entering Unmasked Estep 
Score: -19123504.000000 Penalty: 6174.775391
	Iteration 89Q: 3 clusters Score -1.91235e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 230038 members 
Entering Unmasked Estep 
Score: -19123508.000000 Penalty: 6174.775391
	Iteration 90Q: 3 clusters Score -1.912351e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 230113 members 
Entering Unmasked Estep 
Score: -19123498.000000 Penalty: 6174.775391
	Iteration 91Q: 3 clusters Score -1.91235e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 230182 members 
Entering Unmasked Estep 
Score: -19123512.000000 Penalty: 6174.775391
	Iteration 92Q: 3 clusters Score -1.912351e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 230250 members 
Entering Unmasked Estep 
Score: -19123562.000000 Penalty: 6174.775391
	Iteration 93Q: 3 clusters Score -1.912356e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 230320 members 
Entering Unmasked Estep 
Score: -19123586.000000 Penalty: 6174.775391
	Iteration 94Q: 3 clusters Score -1.912359e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 230379 members 
Entering Unmasked Estep 
Score: -19123610.000000 Penalty: 6174.775391
	Iteration 95Q: 3 clusters Score -1.912361e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 230437 members 
Entering Unmasked Estep 
Score: -19123618.000000 Penalty: 6174.775391
	Iteration 96Q: 3 clusters Score -1.912362e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 230498 members 
Entering Unmasked Estep 
Score: -19123634.000000 Penalty: 6174.775391
	Iteration 97Q: 3 clusters Score -1.912363e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 230553 members 
Entering Unmasked Estep 
Score: -19123638.000000 Penalty: 6174.775391
	Iteration 98Q: 3 clusters Score -1.912364e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 230610 members 
Entering Unmasked Estep 
Score: -19123652.000000 Penalty: 6174.775391
	Iteration 99Q: 3 clusters Score -1.912365e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 230670 members 
Entering Unmasked Estep 
Score: -19123636.000000 Penalty: 6174.775391
	Iteration 100F: 3 clusters Score -1.912364e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 230733 members 
Entering Unmasked Estep 
Score: -19123648.000000 Penalty: 6174.775391
	Iteration 101Q: 3 clusters Score -1.912365e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 230789 members 
Entering Unmasked Estep 
Score: -19123634.000000 Penalty: 6174.775391
	Iteration 102Q: 3 clusters Score -1.912363e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 230849 members 
Entering Unmasked Estep 
Score: -19123606.000000 Penalty: 6174.775391
	Iteration 103Q: 3 clusters Score -1.912361e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 230910 members 
Entering Unmasked Estep 
Score: -19123610.000000 Penalty: 6174.775391
	Iteration 104Q: 3 clusters Score -1.912361e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 230991 members 
Entering Unmasked Estep 
Score: -19123618.000000 Penalty: 6174.775391
	Iteration 105Q: 3 clusters Score -1.912362e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 231061 members 
Entering Unmasked Estep 
Score: -19123608.000000 Penalty: 6174.775391
	Iteration 106Q: 3 clusters Score -1.912361e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 231128 members 
Entering Unmasked Estep 
Score: -19123614.000000 Penalty: 6174.775391
	Iteration 107Q: 3 clusters Score -1.912361e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 231195 members 
Entering Unmasked Estep 
Score: -19123650.000000 Penalty: 6174.775391
	Iteration 108Q: 3 clusters Score -1.912365e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 231269 members 
Entering Unmasked Estep 
Score: -19123648.000000 Penalty: 6174.775391
	Iteration 109Q: 3 clusters Score -1.912365e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 231332 members 
Entering Unmasked Estep 
Score: -19123648.000000 Penalty: 6174.775391
	Iteration 110Q: 3 clusters Score -1.912365e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 231399 members 
Entering Unmasked Estep 
Score: -19123680.000000 Penalty: 6174.775391
	Iteration 111Q: 3 clusters Score -1.912368e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 231464 members 
Entering Unmasked Estep 
Score: -19123678.000000 Penalty: 6174.775391
	Iteration 112Q: 3 clusters Score -1.912368e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 231538 members 
Entering Unmasked Estep 
Score: -19123698.000000 Penalty: 6174.775391
	Iteration 113Q: 3 clusters Score -1.91237e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 231608 members 
Entering Unmasked Estep 
Score: -19123696.000000 Penalty: 6174.775391
	Iteration 114Q: 3 clusters Score -1.91237e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 231668 members 
Entering Unmasked Estep 
Score: -19123696.000000 Penalty: 6174.775391
	Iteration 115Q: 3 clusters Score -1.91237e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 231719 members 
Entering Unmasked Estep 
Score: -19123706.000000 Penalty: 6174.775391
	Iteration 116Q: 3 clusters Score -1.912371e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 231764 members 
Entering Unmasked Estep 
Score: -19123692.000000 Penalty: 6174.775391
	Iteration 117Q: 3 clusters Score -1.912369e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 231812 members 
Entering Unmasked Estep 
Score: -19123706.000000 Penalty: 6174.775391
	Iteration 118Q: 3 clusters Score -1.912371e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 231855 members 
Entering Unmasked Estep 
Score: -19123702.000000 Penalty: 6174.775391
	Iteration 119Q: 3 clusters Score -1.91237e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 231905 members 
Entering Unmasked Estep 
Score: -19123752.000000 Penalty: 6174.775391
	Iteration 120F: 3 clusters Score -1.912375e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 231952 members 
Entering Unmasked Estep 
Score: -19123708.000000 Penalty: 6174.775391
	Iteration 121Q: 3 clusters Score -1.912371e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 232015 members 
Entering Unmasked Estep 
Score: -19123730.000000 Penalty: 6174.775391
	Iteration 122Q: 3 clusters Score -1.912373e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 232061 members 
Entering Unmasked Estep 
Score: -19123732.000000 Penalty: 6174.775391
	Iteration 123Q: 3 clusters Score -1.912373e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 232110 members 
Entering Unmasked Estep 
Score: -19123764.000000 Penalty: 6174.775391
	Iteration 124Q: 3 clusters Score -1.912376e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 232146 members 
Entering Unmasked Estep 
Score: -19123754.000000 Penalty: 6174.775391
	Iteration 125Q: 3 clusters Score -1.912375e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 232178 members 
Entering Unmasked Estep 
Score: -19123786.000000 Penalty: 6174.775391
	Iteration 126Q: 3 clusters Score -1.912379e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 232195 members 
Entering Unmasked Estep 
Score: -19123782.000000 Penalty: 6174.775391
	Iteration 127Q: 3 clusters Score -1.912378e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 232210 members 
Entering Unmasked Estep 
Score: -19123770.000000 Penalty: 6174.775391
	Iteration 128Q: 3 clusters Score -1.912377e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 232231 members 
Entering Unmasked Estep 
Score: -19123778.000000 Penalty: 6174.775391
	Iteration 129Q: 3 clusters Score -1.912378e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 232256 members 
Entering Unmasked Estep 
Score: -19123784.000000 Penalty: 6174.775391
	Iteration 130Q: 3 clusters Score -1.912378e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 232279 members 
Entering Unmasked Estep 
Score: -19123786.000000 Penalty: 6174.775391
	Iteration 131Q: 3 clusters Score -1.912379e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 232304 members 
Entering Unmasked Estep 
Score: -19123780.000000 Penalty: 6174.775391
	Iteration 132Q: 3 clusters Score -1.912378e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 232330 members 
Entering Unmasked Estep 
Score: -19123788.000000 Penalty: 6174.775391
	Iteration 133Q: 3 clusters Score -1.912379e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 232361 members 
Entering Unmasked Estep 
Score: -19123806.000000 Penalty: 6174.775391
	Iteration 134Q: 3 clusters Score -1.912381e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 232382 members 
Entering Unmasked Estep 
Score: -19123808.000000 Penalty: 6174.775391
	Iteration 135Q: 3 clusters Score -1.912381e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 232407 members 
Entering Unmasked Estep 
Score: -19123788.000000 Penalty: 6174.775391
	Iteration 136Q: 3 clusters Score -1.912379e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 232433 members 
Entering Unmasked Estep 
Score: -19123808.000000 Penalty: 6174.775391
	Iteration 137Q: 3 clusters Score -1.912381e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 232457 members 
Entering Unmasked Estep 
Score: -19123800.000000 Penalty: 6174.775391
	Iteration 138Q: 3 clusters Score -1.91238e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 232478 members 
Entering Unmasked Estep 
Score: -19123804.000000 Penalty: 6174.775391
	Iteration 139Q: 3 clusters Score -1.91238e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 232501 members 
Entering Unmasked Estep 
Score: -19123792.000000 Penalty: 6174.775391
	Iteration 140F: 3 clusters Score -1.912379e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 232521 members 
Entering Unmasked Estep 
Score: -19123792.000000 Penalty: 6174.775391
	Iteration 141Q: 3 clusters Score -1.912379e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 232539 members 
Entering Unmasked Estep 
Score: -19123808.000000 Penalty: 6174.775391
	Iteration 142Q: 3 clusters Score -1.912381e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 232563 members 
Entering Unmasked Estep 
Score: -19123820.000000 Penalty: 6174.775391
	Iteration 143Q: 3 clusters Score -1.912382e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 232576 members 
Entering Unmasked Estep 
Score: -19123808.000000 Penalty: 6174.775391
	Iteration 144Q: 3 clusters Score -1.912381e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 232592 members 
Entering Unmasked Estep 
Score: -19123794.000000 Penalty: 6174.775391
	Iteration 145Q: 3 clusters Score -1.912379e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 232607 members 
Entering Unmasked Estep 
Score: -19123790.000000 Penalty: 6174.775391
	Iteration 146Q: 3 clusters Score -1.912379e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 232622 members 
Entering Unmasked Estep 
Score: -19123790.000000 Penalty: 6174.775391
	Iteration 147Q: 3 clusters Score -1.912379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 232635 members 
Entering Unmasked Estep 
Score: -19123786.000000 Penalty: 6174.775391
	Iteration 148Q: 3 clusters Score -1.912379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 232643 members 
Entering Unmasked Estep 
Score: -19123808.000000 Penalty: 6174.775391
	Iteration 149Q: 3 clusters Score -1.912381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 232647 members 
Entering Unmasked Estep 
Score: -19123802.000000 Penalty: 6174.775391
	Iteration 150Q: 3 clusters Score -1.91238e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 232657 members 
Entering Unmasked Estep 
Score: -19123788.000000 Penalty: 6174.775391
	Iteration 151Q: 3 clusters Score -1.912379e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 232672 members 
Entering Unmasked Estep 
Score: -19123784.000000 Penalty: 6174.775391
	Iteration 152Q: 3 clusters Score -1.912378e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 232688 members 
Entering Unmasked Estep 
Score: -19123800.000000 Penalty: 6174.775391
	Iteration 153Q: 3 clusters Score -1.91238e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 232708 members 
Entering Unmasked Estep 
Score: -19123798.000000 Penalty: 6174.775391
	Iteration 154Q: 3 clusters Score -1.91238e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 232731 members 
Entering Unmasked Estep 
Score: -19123792.000000 Penalty: 6174.775391
	Iteration 155Q: 3 clusters Score -1.912379e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 232761 members 
Entering Unmasked Estep 
Score: -19123772.000000 Penalty: 6174.775391
	Iteration 156Q: 3 clusters Score -1.912377e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 232787 members 
Entering Unmasked Estep 
Score: -19123806.000000 Penalty: 6174.775391
	Iteration 157Q: 3 clusters Score -1.912381e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 232814 members 
Entering Unmasked Estep 
Score: -19123788.000000 Penalty: 6174.775391
	Iteration 158Q: 3 clusters Score -1.912379e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 232835 members 
Entering Unmasked Estep 
Score: -19123788.000000 Penalty: 6174.775391
	Iteration 159Q: 3 clusters Score -1.912379e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 232849 members 
Entering Unmasked Estep 
Score: -19123804.000000 Penalty: 6174.775391
	Iteration 160F: 3 clusters Score -1.91238e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 232873 members 
Entering Unmasked Estep 
Score: -19123764.000000 Penalty: 6174.775391
	Iteration 161Q: 3 clusters Score -1.912376e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 232897 members 
Entering Unmasked Estep 
Score: -19123756.000000 Penalty: 6174.775391
	Iteration 162Q: 3 clusters Score -1.912376e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 232922 members 
Entering Unmasked Estep 
Score: -19123758.000000 Penalty: 6174.775391
	Iteration 163Q: 3 clusters Score -1.912376e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 232947 members 
Entering Unmasked Estep 
Score: -19123782.000000 Penalty: 6174.775391
	Iteration 164Q: 3 clusters Score -1.912378e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 232968 members 
Entering Unmasked Estep 
Score: -19123790.000000 Penalty: 6174.775391
	Iteration 165Q: 3 clusters Score -1.912379e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 232988 members 
Entering Unmasked Estep 
Score: -19123782.000000 Penalty: 6174.775391
	Iteration 166Q: 3 clusters Score -1.912378e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 233008 members 
Entering Unmasked Estep 
Score: -19123796.000000 Penalty: 6174.775391
	Iteration 167Q: 3 clusters Score -1.91238e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 233022 members 
Entering Unmasked Estep 
Score: -19123790.000000 Penalty: 6174.775391
	Iteration 168Q: 3 clusters Score -1.912379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 233030 members 
Entering Unmasked Estep 
Score: -19123798.000000 Penalty: 6174.775391
	Iteration 169Q: 3 clusters Score -1.91238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 233036 members 
Entering Unmasked Estep 
Score: -19123804.000000 Penalty: 6174.775391
	Iteration 170Q: 3 clusters Score -1.91238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 233040 members 
Entering Unmasked Estep 
Score: -19123786.000000 Penalty: 6174.775391
	Iteration 171Q: 3 clusters Score -1.912379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 233045 members 
Entering Unmasked Estep 
Score: -19123790.000000 Penalty: 6174.775391
	Iteration 172Q: 3 clusters Score -1.912379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 233048 members 
Entering Unmasked Estep 
Score: -19123788.000000 Penalty: 6174.775391
	Iteration 173Q: 3 clusters Score -1.912379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 233050 members 
Entering Unmasked Estep 
Score: -19123786.000000 Penalty: 6174.775391
	Iteration 174Q: 3 clusters Score -1.912379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 233052 members 
Entering Unmasked Estep 
Score: -19123786.000000 Penalty: 6174.775391
	Iteration 175Q: 3 clusters Score -1.912379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 233053 members 
Entering Unmasked Estep 
Score: -19123796.000000 Penalty: 6174.775391
	Iteration 176Q: 3 clusters Score -1.91238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 233055 members 
Entering Unmasked Estep 
Score: -19123802.000000 Penalty: 6174.775391
	Iteration 177Q: 3 clusters Score -1.91238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 233059 members 
Entering Unmasked Estep 
Score: -19123804.000000 Penalty: 6174.775391
	Iteration 178Q: 3 clusters Score -1.91238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 233060 members 
Entering Unmasked Estep 
Score: -19123806.000000 Penalty: 6174.775391
	Iteration 179Q: 3 clusters Score -1.912381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 233062 members 
Entering Unmasked Estep 
Score: -19123804.000000 Penalty: 6174.775391
	Iteration 180F: 3 clusters Score -1.91238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 233063 members 
Entering Unmasked Estep 
Score: -19123808.000000 Penalty: 6174.775391
	Iteration 181Q: 3 clusters Score -1.912381e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 233063 members 
Entering Unmasked Estep 
Score: -19123808.000000 Penalty: 6174.775391
	Iteration 182F: 3 clusters Score -1.912381e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Entering Unmasked Estep 
Score: -2853125.500000 Penalty: 2602.949463
	Iteration 0F: 2 clusters Score -2853126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2828503.250000 Penalty: 5205.898926
	Iteration 0F: 3 clusters Score -2828503 nChanged 16528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2837689.750000 Penalty: 5205.898926
	Iteration 1F: 3 clusters Score -2837690 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2838327.250000 Penalty: 5205.898926
	Iteration 2Q: 3 clusters Score -2838327 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2839045.750000 Penalty: 5205.898926
	Iteration 3Q: 3 clusters Score -2839046 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2839886.750000 Penalty: 5205.898926
	Iteration 4Q: 3 clusters Score -2839887 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2841035.250000 Penalty: 5205.898926
	Iteration 5F: 3 clusters Score -2841035 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2842502.500000 Penalty: 5205.898926
	Iteration 6F: 3 clusters Score -2842502 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2844284.500000 Penalty: 5205.898926
	Iteration 7F: 3 clusters Score -2844284 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2846048.000000 Penalty: 5205.898926
	Iteration 8F: 3 clusters Score -2846048 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2847412.500000 Penalty: 5205.898926
	Iteration 9Q: 3 clusters Score -2847412 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2848204.750000 Penalty: 5205.898926
	Iteration 10Q: 3 clusters Score -2848205 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2848584.250000 Penalty: 5205.898926
	Iteration 11Q: 3 clusters Score -2848584 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2848826.250000 Penalty: 5205.898926
	Iteration 12Q: 3 clusters Score -2848826 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2849002.750000 Penalty: 5205.898926
	Iteration 13Q: 3 clusters Score -2849003 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2849150.250000 Penalty: 5205.898926
	Iteration 14Q: 3 clusters Score -2849150 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2849271.500000 Penalty: 5205.898926
	Iteration 15Q: 3 clusters Score -2849272 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2849383.250000 Penalty: 5205.898926
	Iteration 16Q: 3 clusters Score -2849383 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2849478.250000 Penalty: 5205.898926
	Iteration 17Q: 3 clusters Score -2849478 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2849563.500000 Penalty: 5205.898926
	Iteration 18Q: 3 clusters Score -2849564 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2849632.000000 Penalty: 5205.898926
	Iteration 19Q: 3 clusters Score -2849632 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2849689.000000 Penalty: 5205.898926
	Iteration 20F: 3 clusters Score -2849689 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2849728.000000 Penalty: 5205.898926
	Iteration 21Q: 3 clusters Score -2849728 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2849804.250000 Penalty: 5205.898926
	Iteration 22Q: 3 clusters Score -2849804 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2849857.000000 Penalty: 5205.898926
	Iteration 23Q: 3 clusters Score -2849857 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2849923.250000 Penalty: 5205.898926
	Iteration 24Q: 3 clusters Score -2849923 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2849989.500000 Penalty: 5205.898926
	Iteration 25Q: 3 clusters Score -2849990 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2850046.250000 Penalty: 5205.898926
	Iteration 26Q: 3 clusters Score -2850046 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2850098.000000 Penalty: 5205.898926
	Iteration 27Q: 3 clusters Score -2850098 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2850160.250000 Penalty: 5205.898926
	Iteration 28Q: 3 clusters Score -2850160 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2850191.250000 Penalty: 5205.898926
	Iteration 29Q: 3 clusters Score -2850191 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2850226.250000 Penalty: 5205.898926
	Iteration 30Q: 3 clusters Score -2850226 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2850290.500000 Penalty: 5205.898926
	Iteration 31Q: 3 clusters Score -2850290 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2850331.500000 Penalty: 5205.898926
	Iteration 32Q: 3 clusters Score -2850332 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2850364.250000 Penalty: 5205.898926
	Iteration 33Q: 3 clusters Score -2850364 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2850427.500000 Penalty: 5205.898926
	Iteration 34Q: 3 clusters Score -2850428 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2850466.250000 Penalty: 5205.898926
	Iteration 35Q: 3 clusters Score -2850466 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2850507.750000 Penalty: 5205.898926
	Iteration 36Q: 3 clusters Score -2850508 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2850549.000000 Penalty: 5205.898926
	Iteration 37Q: 3 clusters Score -2850549 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2850580.000000 Penalty: 5205.898926
	Iteration 38Q: 3 clusters Score -2850580 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2850601.000000 Penalty: 5205.898926
	Iteration 39Q: 3 clusters Score -2850601 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2850627.000000 Penalty: 5205.898926
	Iteration 40F: 3 clusters Score -2850627 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2850638.000000 Penalty: 5205.898926
	Iteration 41Q: 3 clusters Score -2850638 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2850659.500000 Penalty: 5205.898926
	Iteration 42Q: 3 clusters Score -2850660 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2850686.750000 Penalty: 5205.898926
	Iteration 43Q: 3 clusters Score -2850687 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2850697.250000 Penalty: 5205.898926
	Iteration 44Q: 3 clusters Score -2850697 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2850705.750000 Penalty: 5205.898926
	Iteration 45Q: 3 clusters Score -2850706 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2850712.250000 Penalty: 5205.898926
	Iteration 46Q: 3 clusters Score -2850712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2850725.000000 Penalty: 5205.898926
	Iteration 47Q: 3 clusters Score -2850725 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2850734.250000 Penalty: 5205.898926
	Iteration 48Q: 3 clusters Score -2850734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2850749.750000 Penalty: 5205.898926
	Iteration 49Q: 3 clusters Score -2850750 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2850759.250000 Penalty: 5205.898926
	Iteration 50Q: 3 clusters Score -2850759 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2850769.750000 Penalty: 5205.898926
	Iteration 51Q: 3 clusters Score -2850770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2850776.500000 Penalty: 5205.898926
	Iteration 52Q: 3 clusters Score -2850776 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2850795.000000 Penalty: 5205.898926
	Iteration 53Q: 3 clusters Score -2850795 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2850805.750000 Penalty: 5205.898926
	Iteration 54Q: 3 clusters Score -2850806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2850819.000000 Penalty: 5205.898926
	Iteration 55Q: 3 clusters Score -2850819 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2850834.250000 Penalty: 5205.898926
	Iteration 56Q: 3 clusters Score -2850834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2850835.500000 Penalty: 5205.898926
	Iteration 57Q: 3 clusters Score -2850836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2850845.500000 Penalty: 5205.898926
	Iteration 58Q: 3 clusters Score -2850846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2850857.250000 Penalty: 5205.898926
	Iteration 59Q: 3 clusters Score -2850857 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2850870.250000 Penalty: 5205.898926
	Iteration 60F: 3 clusters Score -2850870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2850890.000000 Penalty: 5205.898926
	Iteration 61Q: 3 clusters Score -2850890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2850897.000000 Penalty: 5205.898926
	Iteration 62Q: 3 clusters Score -2850897 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2850909.250000 Penalty: 5205.898926
	Iteration 63Q: 3 clusters Score -2850909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2850916.250000 Penalty: 5205.898926
	Iteration 64Q: 3 clusters Score -2850916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2850921.500000 Penalty: 5205.898926
	Iteration 65Q: 3 clusters Score -2850922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2850926.000000 Penalty: 5205.898926
	Iteration 66Q: 3 clusters Score -2850926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2850923.750000 Penalty: 5205.898926
	Iteration 67Q: 3 clusters Score -2850924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2850928.500000 Penalty: 5205.898926
	Iteration 68Q: 3 clusters Score -2850928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2850929.250000 Penalty: 5205.898926
	Iteration 69Q: 3 clusters Score -2850929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2850927.000000 Penalty: 5205.898926
	Iteration 70Q: 3 clusters Score -2850927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2850928.750000 Penalty: 5205.898926
	Iteration 71Q: 3 clusters Score -2850929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2850927.250000 Penalty: 5205.898926
	Iteration 72Q: 3 clusters Score -2850927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2850927.250000 Penalty: 5205.898926
	Iteration 73F: 3 clusters Score -2850927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (99885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99885 members 
Entering Unmasked Estep 
Score: -7633546.000000 Penalty: 2854.920166
	Iteration 0F: 2 clusters Score -7633546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
Score: -7566357.000000 Penalty: 5709.840332
	Iteration 0F: 3 clusters Score -7566357 nChanged 47337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51080 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -7593596.500000 Penalty: 5709.840332
	Iteration 1F: 3 clusters Score -7593596 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -7594447.000000 Penalty: 5709.840332
	Iteration 2Q: 3 clusters Score -7594447 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53265 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -7595566.000000 Penalty: 5709.840332
	Iteration 3Q: 3 clusters Score -7595566 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -7597308.000000 Penalty: 5709.840332
	Iteration 4Q: 3 clusters Score -7597308 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58387 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -7599792.500000 Penalty: 5709.840332
	Iteration 5F: 3 clusters Score -7599792 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62562 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -7603361.500000 Penalty: 5709.840332
	Iteration 6F: 3 clusters Score -7603362 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67553 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -7607842.000000 Penalty: 5709.840332
	Iteration 7F: 3 clusters Score -7607842 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72906 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -7612547.000000 Penalty: 5709.840332
	Iteration 8F: 3 clusters Score -7612547 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77757 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -7616678.000000 Penalty: 5709.840332
	Iteration 9F: 3 clusters Score -7616678 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81871 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -7620252.000000 Penalty: 5709.840332
	Iteration 10Q: 3 clusters Score -7620252 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85161 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -7622937.000000 Penalty: 5709.840332
	Iteration 11Q: 3 clusters Score -7622937 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87656 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -7624960.000000 Penalty: 5709.840332
	Iteration 12Q: 3 clusters Score -7624960 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89491 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -7626253.500000 Penalty: 5709.840332
	Iteration 13Q: 3 clusters Score -7626254 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90949 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -7627109.500000 Penalty: 5709.840332
	Iteration 14Q: 3 clusters Score -7627110 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92188 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -7627844.000000 Penalty: 5709.840332
	Iteration 15Q: 3 clusters Score -7627844 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93286 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -7628403.000000 Penalty: 5709.840332
	Iteration 16Q: 3 clusters Score -7628403 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94197 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -7628873.500000 Penalty: 5709.840332
	Iteration 17Q: 3 clusters Score -7628874 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94963 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -7629296.500000 Penalty: 5709.840332
	Iteration 18Q: 3 clusters Score -7629296 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95647 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -7629641.500000 Penalty: 5709.840332
	Iteration 19Q: 3 clusters Score -7629642 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96227 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -7629995.500000 Penalty: 5709.840332
	Iteration 20F: 3 clusters Score -7629996 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96674 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -7630200.000000 Penalty: 5709.840332
	Iteration 21Q: 3 clusters Score -7630200 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97028 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -7630337.000000 Penalty: 5709.840332
	Iteration 22Q: 3 clusters Score -7630337 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97307 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -7630459.500000 Penalty: 5709.840332
	Iteration 23Q: 3 clusters Score -7630460 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97527 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -7630539.000000 Penalty: 5709.840332
	Iteration 24Q: 3 clusters Score -7630539 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97737 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -7630628.000000 Penalty: 5709.840332
	Iteration 25Q: 3 clusters Score -7630628 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97909 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -7630701.000000 Penalty: 5709.840332
	Iteration 26Q: 3 clusters Score -7630701 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98051 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -7630788.000000 Penalty: 5709.840332
	Iteration 27Q: 3 clusters Score -7630788 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98163 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -7630831.500000 Penalty: 5709.840332
	Iteration 28Q: 3 clusters Score -7630832 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98238 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -7630857.500000 Penalty: 5709.840332
	Iteration 29Q: 3 clusters Score -7630858 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98302 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7630888.000000 Penalty: 5709.840332
	Iteration 30Q: 3 clusters Score -7630888 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98370 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -7630923.500000 Penalty: 5709.840332
	Iteration 31Q: 3 clusters Score -7630924 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98446 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -7630947.000000 Penalty: 5709.840332
	Iteration 32Q: 3 clusters Score -7630947 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98513 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -7630992.500000 Penalty: 5709.840332
	Iteration 33Q: 3 clusters Score -7630992 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98571 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -7630997.000000 Penalty: 5709.840332
	Iteration 34Q: 3 clusters Score -7630997 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98614 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -7630997.500000 Penalty: 5709.840332
	Iteration 35Q: 3 clusters Score -7630998 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98642 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -7631029.500000 Penalty: 5709.840332
	Iteration 36Q: 3 clusters Score -7631030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98667 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7631035.000000 Penalty: 5709.840332
	Iteration 37Q: 3 clusters Score -7631035 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98696 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -7631051.000000 Penalty: 5709.840332
	Iteration 38Q: 3 clusters Score -7631051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98712 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7631056.000000 Penalty: 5709.840332
	Iteration 39Q: 3 clusters Score -7631056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98727 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -7631064.500000 Penalty: 5709.840332
	Iteration 40F: 3 clusters Score -7631064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98738 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7631061.500000 Penalty: 5709.840332
	Iteration 41Q: 3 clusters Score -7631062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98748 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -7631071.500000 Penalty: 5709.840332
	Iteration 42Q: 3 clusters Score -7631072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98753 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -7631074.000000 Penalty: 5709.840332
	Iteration 43Q: 3 clusters Score -7631074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98758 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -7631079.500000 Penalty: 5709.840332
	Iteration 44Q: 3 clusters Score -7631080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98767 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7631088.500000 Penalty: 5709.840332
	Iteration 45Q: 3 clusters Score -7631088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98776 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -7631093.500000 Penalty: 5709.840332
	Iteration 46Q: 3 clusters Score -7631094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98780 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -7631092.500000 Penalty: 5709.840332
	Iteration 47Q: 3 clusters Score -7631092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98786 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7631097.000000 Penalty: 5709.840332
	Iteration 48Q: 3 clusters Score -7631097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98790 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7631095.500000 Penalty: 5709.840332
	Iteration 49Q: 3 clusters Score -7631096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98799 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7631100.000000 Penalty: 5709.840332
	Iteration 50Q: 3 clusters Score -7631100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98805 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7631097.000000 Penalty: 5709.840332
	Iteration 51Q: 3 clusters Score -7631097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98807 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -7631097.000000 Penalty: 5709.840332
	Iteration 52Q: 3 clusters Score -7631097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98810 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7631100.500000 Penalty: 5709.840332
	Iteration 53Q: 3 clusters Score -7631100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98812 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7631095.500000 Penalty: 5709.840332
	Iteration 54Q: 3 clusters Score -7631096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98813 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -7631099.500000 Penalty: 5709.840332
	Iteration 55Q: 3 clusters Score -7631100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98815 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7631095.500000 Penalty: 5709.840332
	Iteration 56Q: 3 clusters Score -7631096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98817 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -7631092.500000 Penalty: 5709.840332
	Iteration 57Q: 3 clusters Score -7631092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98818 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7631103.500000 Penalty: 5709.840332
	Iteration 58Q: 3 clusters Score -7631104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98819 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7631102.500000 Penalty: 5709.840332
	Iteration 59Q: 3 clusters Score -7631102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98819 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7631102.500000 Penalty: 5709.840332
	Iteration 60F: 3 clusters Score -7631102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Entering Unmasked Estep 
Score: -133927.375000 Penalty: 1876.188232
	Iteration 0F: 2 clusters Score -133927.4 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 932 members 
Entering Unmasked Estep 
Score: -131362.234375 Penalty: 3752.376465
	Iteration 0F: 3 clusters Score -131362.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -131837.765625 Penalty: 3752.376465
	Iteration 1F: 3 clusters Score -131837.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -132019.687500 Penalty: 3752.376465
	Iteration 2F: 3 clusters Score -132019.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -132167.968750 Penalty: 3752.376465
	Iteration 3F: 3 clusters Score -132168 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -132236.250000 Penalty: 3752.376465
	Iteration 4Q: 3 clusters Score -132236.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -132280.687500 Penalty: 3752.376465
	Iteration 5Q: 3 clusters Score -132280.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -132321.390625 Penalty: 3752.376465
	Iteration 6Q: 3 clusters Score -132321.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -132352.593750 Penalty: 3752.376465
	Iteration 7Q: 3 clusters Score -132352.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -132381.562500 Penalty: 3752.376465
	Iteration 8Q: 3 clusters Score -132381.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -132405.468750 Penalty: 3752.376465
	Iteration 9Q: 3 clusters Score -132405.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -132421.718750 Penalty: 3752.376465
	Iteration 10Q: 3 clusters Score -132421.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -132437.156250 Penalty: 3752.376465
	Iteration 11Q: 3 clusters Score -132437.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -132453.718750 Penalty: 3752.376465
	Iteration 12Q: 3 clusters Score -132453.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -132480.281250 Penalty: 3752.376465
	Iteration 13Q: 3 clusters Score -132480.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -132518.671875 Penalty: 3752.376465
	Iteration 14Q: 3 clusters Score -132518.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -132545.781250 Penalty: 3752.376465
	Iteration 15Q: 3 clusters Score -132545.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -132567.640625 Penalty: 3752.376465
	Iteration 16Q: 3 clusters Score -132567.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -132586.875000 Penalty: 3752.376465
	Iteration 17Q: 3 clusters Score -132586.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -132604.234375 Penalty: 3752.376465
	Iteration 18Q: 3 clusters Score -132604.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -132623.203125 Penalty: 3752.376465
	Iteration 19Q: 3 clusters Score -132623.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -132642.437500 Penalty: 3752.376465
	Iteration 20F: 3 clusters Score -132642.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -132670.875000 Penalty: 3752.376465
	Iteration 21Q: 3 clusters Score -132670.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -132695.203125 Penalty: 3752.376465
	Iteration 22Q: 3 clusters Score -132695.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -132712.062500 Penalty: 3752.376465
	Iteration 23Q: 3 clusters Score -132712.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -132729.656250 Penalty: 3752.376465
	Iteration 24Q: 3 clusters Score -132729.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -132739.406250 Penalty: 3752.376465
	Iteration 25Q: 3 clusters Score -132739.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -132750.593750 Penalty: 3752.376465
	Iteration 26Q: 3 clusters Score -132750.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -132756.937500 Penalty: 3752.376465
	Iteration 27Q: 3 clusters Score -132756.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -132761.218750 Penalty: 3752.376465
	Iteration 28Q: 3 clusters Score -132761.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -132765.015625 Penalty: 3752.376465
	Iteration 29Q: 3 clusters Score -132765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -132768.437500 Penalty: 3752.376465
	Iteration 30Q: 3 clusters Score -132768.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -132774.718750 Penalty: 3752.376465
	Iteration 31Q: 3 clusters Score -132774.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -132783.406250 Penalty: 3752.376465
	Iteration 32Q: 3 clusters Score -132783.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -132791.843750 Penalty: 3752.376465
	Iteration 33Q: 3 clusters Score -132791.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -132794.328125 Penalty: 3752.376465
	Iteration 34Q: 3 clusters Score -132794.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -132799.609375 Penalty: 3752.376465
	Iteration 35Q: 3 clusters Score -132799.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -132802.171875 Penalty: 3752.376465
	Iteration 36Q: 3 clusters Score -132802.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -132804.609375 Penalty: 3752.376465
	Iteration 37Q: 3 clusters Score -132804.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -132804.609375 Penalty: 3752.376465
	Iteration 38F: 3 clusters Score -132804.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Entering Unmasked Estep 
Score: -1049955.875000 Penalty: 2371.807373
	Iteration 0F: 2 clusters Score -1049956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1039553.000000 Penalty: 4743.614746
	Iteration 0F: 3 clusters Score -1039553 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1042838.562500 Penalty: 4743.614746
	Iteration 1F: 3 clusters Score -1042839 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1043272.125000 Penalty: 4743.614746
	Iteration 2F: 3 clusters Score -1043272 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1043615.375000 Penalty: 4743.614746
	Iteration 3F: 3 clusters Score -1043615 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1043909.500000 Penalty: 4743.614746
	Iteration 4Q: 3 clusters Score -1043910 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1044195.750000 Penalty: 4743.614746
	Iteration 5Q: 3 clusters Score -1044196 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1044528.437500 Penalty: 4743.614746
	Iteration 6Q: 3 clusters Score -1044528 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1044896.500000 Penalty: 4743.614746
	Iteration 7Q: 3 clusters Score -1044896 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1045340.312500 Penalty: 4743.614746
	Iteration 8Q: 3 clusters Score -1045340 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1045819.000000 Penalty: 4743.614746
	Iteration 9Q: 3 clusters Score -1045819 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1046247.750000 Penalty: 4743.614746
	Iteration 10Q: 3 clusters Score -1046248 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1046671.812500 Penalty: 4743.614746
	Iteration 11Q: 3 clusters Score -1046672 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1047041.687500 Penalty: 4743.614746
	Iteration 12Q: 3 clusters Score -1047042 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1047278.812500 Penalty: 4743.614746
	Iteration 13Q: 3 clusters Score -1047279 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1047446.875000 Penalty: 4743.614746
	Iteration 14Q: 3 clusters Score -1047447 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1047547.750000 Penalty: 4743.614746
	Iteration 15Q: 3 clusters Score -1047548 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1047619.625000 Penalty: 4743.614746
	Iteration 16Q: 3 clusters Score -1047620 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1047659.812500 Penalty: 4743.614746
	Iteration 17Q: 3 clusters Score -1047660 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1047696.812500 Penalty: 4743.614746
	Iteration 18Q: 3 clusters Score -1047697 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1047718.437500 Penalty: 4743.614746
	Iteration 19Q: 3 clusters Score -1047718 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1047738.937500 Penalty: 4743.614746
	Iteration 20F: 3 clusters Score -1047739 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1047752.375000 Penalty: 4743.614746
	Iteration 21Q: 3 clusters Score -1047752 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1047763.750000 Penalty: 4743.614746
	Iteration 22Q: 3 clusters Score -1047764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1047772.250000 Penalty: 4743.614746
	Iteration 23Q: 3 clusters Score -1047772 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1047785.000000 Penalty: 4743.614746
	Iteration 24Q: 3 clusters Score -1047785 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1047795.875000 Penalty: 4743.614746
	Iteration 25Q: 3 clusters Score -1047796 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1047809.187500 Penalty: 4743.614746
	Iteration 26Q: 3 clusters Score -1047809 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1047817.312500 Penalty: 4743.614746
	Iteration 27Q: 3 clusters Score -1047817 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1047826.125000 Penalty: 4743.614746
	Iteration 28Q: 3 clusters Score -1047826 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1047833.875000 Penalty: 4743.614746
	Iteration 29Q: 3 clusters Score -1047834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1047837.375000 Penalty: 4743.614746
	Iteration 30Q: 3 clusters Score -1047837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1047844.812500 Penalty: 4743.614746
	Iteration 31Q: 3 clusters Score -1047845 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1047851.250000 Penalty: 4743.614746
	Iteration 32Q: 3 clusters Score -1047851 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1047857.125000 Penalty: 4743.614746
	Iteration 33Q: 3 clusters Score -1047857 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1047862.687500 Penalty: 4743.614746
	Iteration 34Q: 3 clusters Score -1047863 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1047868.062500 Penalty: 4743.614746
	Iteration 35Q: 3 clusters Score -1047868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1047876.187500 Penalty: 4743.614746
	Iteration 36Q: 3 clusters Score -1047876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1047881.937500 Penalty: 4743.614746
	Iteration 37Q: 3 clusters Score -1047882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1047884.437500 Penalty: 4743.614746
	Iteration 38Q: 3 clusters Score -1047884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1047889.375000 Penalty: 4743.614746
	Iteration 39Q: 3 clusters Score -1047889 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1047899.500000 Penalty: 4743.614746
	Iteration 40F: 3 clusters Score -1047900 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1047908.687500 Penalty: 4743.614746
	Iteration 41Q: 3 clusters Score -1047909 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1047917.437500 Penalty: 4743.614746
	Iteration 42Q: 3 clusters Score -1047917 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1047928.187500 Penalty: 4743.614746
	Iteration 43Q: 3 clusters Score -1047928 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1047942.062500 Penalty: 4743.614746
	Iteration 44Q: 3 clusters Score -1047942 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1047950.687500 Penalty: 4743.614746
	Iteration 45Q: 3 clusters Score -1047951 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1047958.000000 Penalty: 4743.614746
	Iteration 46Q: 3 clusters Score -1047958 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1047965.000000 Penalty: 4743.614746
	Iteration 47Q: 3 clusters Score -1047965 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1047974.562500 Penalty: 4743.614746
	Iteration 48Q: 3 clusters Score -1047975 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1047983.875000 Penalty: 4743.614746
	Iteration 49Q: 3 clusters Score -1047984 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1047993.937500 Penalty: 4743.614746
	Iteration 50Q: 3 clusters Score -1047994 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1048009.187500 Penalty: 4743.614746
	Iteration 51Q: 3 clusters Score -1048009 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1048027.875000 Penalty: 4743.614746
	Iteration 52Q: 3 clusters Score -1048028 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1048042.812500 Penalty: 4743.614746
	Iteration 53Q: 3 clusters Score -1048043 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1048060.062500 Penalty: 4743.614746
	Iteration 54Q: 3 clusters Score -1048060 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1048078.937500 Penalty: 4743.614746
	Iteration 55Q: 3 clusters Score -1048079 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1048094.250000 Penalty: 4743.614746
	Iteration 56Q: 3 clusters Score -1048094 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1048120.250000 Penalty: 4743.614746
	Iteration 57Q: 3 clusters Score -1048120 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1048139.750000 Penalty: 4743.614746
	Iteration 58Q: 3 clusters Score -1048140 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1048155.250000 Penalty: 4743.614746
	Iteration 59Q: 3 clusters Score -1048155 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1048169.562500 Penalty: 4743.614746
	Iteration 60F: 3 clusters Score -1048170 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1048184.187500 Penalty: 4743.614746
	Iteration 61Q: 3 clusters Score -1048184 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1048199.562500 Penalty: 4743.614746
	Iteration 62Q: 3 clusters Score -1048200 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1048208.875000 Penalty: 4743.614746
	Iteration 63Q: 3 clusters Score -1048209 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1048223.750000 Penalty: 4743.614746
	Iteration 64Q: 3 clusters Score -1048224 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1048233.125000 Penalty: 4743.614746
	Iteration 65Q: 3 clusters Score -1048233 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1048248.437500 Penalty: 4743.614746
	Iteration 66Q: 3 clusters Score -1048248 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1048270.812500 Penalty: 4743.614746
	Iteration 67Q: 3 clusters Score -1048271 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1048301.125000 Penalty: 4743.614746
	Iteration 68Q: 3 clusters Score -1048301 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1048335.062500 Penalty: 4743.614746
	Iteration 69Q: 3 clusters Score -1048335 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1048380.000000 Penalty: 4743.614746
	Iteration 70Q: 3 clusters Score -1048380 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1048434.687500 Penalty: 4743.614746
	Iteration 71Q: 3 clusters Score -1048435 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1048497.812500 Penalty: 4743.614746
	Iteration 72Q: 3 clusters Score -1048498 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1048568.937500 Penalty: 4743.614746
	Iteration 73Q: 3 clusters Score -1048569 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1048658.000000 Penalty: 4743.614746
	Iteration 74Q: 3 clusters Score -1048658 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1048763.750000 Penalty: 4743.614746
	Iteration 75Q: 3 clusters Score -1048764 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1048906.875000 Penalty: 4743.614746
	Iteration 76Q: 3 clusters Score -1048907 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1049115.375000 Penalty: 4743.614746
	Iteration 77Q: 3 clusters Score -1049115 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1049380.125000 Penalty: 4743.614746
	Iteration 78Q: 3 clusters Score -1049380 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1049725.125000 Penalty: 4743.614746
	Iteration 79Q: 3 clusters Score -1049725 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1050052.125000 Penalty: 4743.614746
	Iteration 80F: 3 clusters Score -1050052 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1050222.500000 Penalty: 4743.614746
	Iteration 81Q: 3 clusters Score -1050222 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1050287.125000 Penalty: 4743.614746
	Iteration 82Q: 3 clusters Score -1050287 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1050317.000000 Penalty: 4743.614746
	Iteration 83Q: 3 clusters Score -1050317 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1050327.875000 Penalty: 4743.614746
	Iteration 84Q: 3 clusters Score -1050328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1050332.875000 Penalty: 4743.614746
	Iteration 85Q: 3 clusters Score -1050333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1050335.500000 Penalty: 4743.614746
	Iteration 86Q: 3 clusters Score -1050336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1050335.750000 Penalty: 4743.614746
	Iteration 87Q: 3 clusters Score -1050336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1050335.000000 Penalty: 4743.614746
	Iteration 88Q: 3 clusters Score -1050335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1050336.500000 Penalty: 4743.614746
	Iteration 89Q: 3 clusters Score -1050336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1050336.500000 Penalty: 4743.614746
	Iteration 90F: 3 clusters Score -1050336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 255032 members 
Mstep: Class 2 contains 36162 members 
Mstep: Class 3 contains 99885 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 8639 members 
Mstep: Class 6 contains 19806 members 
Mstep: Class 7 contains 19155 members 
Mstep: Class 8 contains 31037 members 
Mstep: Class 9 contains 27313 members 
Mstep: Class 10 contains 131806 members 
Mstep: Class 11 contains 1155 members 
Mstep: Class 12 contains 91038 members 
Mstep: Class 13 contains 206396 members 
Mstep: Class 14 contains 1907 members 
Mstep: Class 15 contains 13007 members 
Mstep: Class 16 contains 57252 members 
Mstep: Class 17 contains 2027 members 
Mstep: Class 18 contains 9340 members 
Mstep: Class 19 contains 3109 members 
Mstep: Class 20 contains 8603 members 
Mstep: Class 21 contains 3621 members 
Mstep: Class 22 contains 4515 members 
Mstep: Class 23 contains 230893 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 41423 members 
Mstep: Class 26 contains 4716 members 
Mstep: Class 27 contains 3215 members 
Mstep: Class 28 contains 18183 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7747 members 
Mstep: Class 32 contains 2649 members 
Mstep: Class 33 contains 1982 members 
Mstep: Class 34 contains 11540 members 
Mstep: Class 35 contains 2514 members 
Mstep: Class 36 contains 971 members 
Mstep: Class 37 contains 3798 members 
Mstep: Class 38 contains 17243 members 
Mstep: Class 39 contains 1719 members 
Mstep: Class 40 contains 4744 members 
Mstep: Class 41 contains 1549 members 
Mstep: Class 42 contains 10246 members 
Mstep: Class 43 contains 3037 members 
Mstep: Class 44 contains 5600 members 
Entering Unmasked Estep 
Score: -102299152.000000 Penalty: 154550.578125
Splitting cluster 5 changes total score from -102299760.000000 to -102299152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (19806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Entering Unmasked Estep 
Score: -1422091.625000 Penalty: 2453.647705
	Iteration 0F: 2 clusters Score -1422092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1408234.625000 Penalty: 4907.295410
	Iteration 0F: 3 clusters Score -1408235 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1413091.125000 Penalty: 4907.295410
	Iteration 1F: 3 clusters Score -1413091 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1413799.125000 Penalty: 4907.295410
	Iteration 2F: 3 clusters Score -1413799 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1414647.000000 Penalty: 4907.295410
	Iteration 3F: 3 clusters Score -1414647 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1415575.500000 Penalty: 4907.295410
	Iteration 4F: 3 clusters Score -1415576 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1416478.500000 Penalty: 4907.295410
	Iteration 5F: 3 clusters Score -1416478 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1417211.875000 Penalty: 4907.295410
	Iteration 6F: 3 clusters Score -1417212 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1417706.250000 Penalty: 4907.295410
	Iteration 7Q: 3 clusters Score -1417706 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1418053.125000 Penalty: 4907.295410
	Iteration 8Q: 3 clusters Score -1418053 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1418297.625000 Penalty: 4907.295410
	Iteration 9Q: 3 clusters Score -1418298 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1418477.375000 Penalty: 4907.295410
	Iteration 10Q: 3 clusters Score -1418477 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1418645.875000 Penalty: 4907.295410
	Iteration 11Q: 3 clusters Score -1418646 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1418797.375000 Penalty: 4907.295410
	Iteration 12Q: 3 clusters Score -1418797 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1418944.250000 Penalty: 4907.295410
	Iteration 13Q: 3 clusters Score -1418944 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1419106.625000 Penalty: 4907.295410
	Iteration 14Q: 3 clusters Score -1419107 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1419309.250000 Penalty: 4907.295410
	Iteration 15Q: 3 clusters Score -1419309 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1419529.500000 Penalty: 4907.295410
	Iteration 16Q: 3 clusters Score -1419530 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1419761.125000 Penalty: 4907.295410
	Iteration 17Q: 3 clusters Score -1419761 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1420006.250000 Penalty: 4907.295410
	Iteration 18Q: 3 clusters Score -1420006 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1420236.875000 Penalty: 4907.295410
	Iteration 19Q: 3 clusters Score -1420237 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1420415.000000 Penalty: 4907.295410
	Iteration 20F: 3 clusters Score -1420415 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1420586.500000 Penalty: 4907.295410
	Iteration 21Q: 3 clusters Score -1420586 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1420700.375000 Penalty: 4907.295410
	Iteration 22Q: 3 clusters Score -1420700 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1420774.000000 Penalty: 4907.295410
	Iteration 23Q: 3 clusters Score -1420774 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1420831.625000 Penalty: 4907.295410
	Iteration 24Q: 3 clusters Score -1420832 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1420881.250000 Penalty: 4907.295410
	Iteration 25Q: 3 clusters Score -1420881 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1420933.000000 Penalty: 4907.295410
	Iteration 26Q: 3 clusters Score -1420933 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1420966.000000 Penalty: 4907.295410
	Iteration 27Q: 3 clusters Score -1420966 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1421008.250000 Penalty: 4907.295410
	Iteration 28Q: 3 clusters Score -1421008 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1421065.125000 Penalty: 4907.295410
	Iteration 29Q: 3 clusters Score -1421065 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1421105.625000 Penalty: 4907.295410
	Iteration 30Q: 3 clusters Score -1421106 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1421163.375000 Penalty: 4907.295410
	Iteration 31Q: 3 clusters Score -1421163 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1421196.000000 Penalty: 4907.295410
	Iteration 32Q: 3 clusters Score -1421196 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1421222.125000 Penalty: 4907.295410
	Iteration 33Q: 3 clusters Score -1421222 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1421247.250000 Penalty: 4907.295410
	Iteration 34Q: 3 clusters Score -1421247 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1421265.250000 Penalty: 4907.295410
	Iteration 35Q: 3 clusters Score -1421265 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1421284.625000 Penalty: 4907.295410
	Iteration 36Q: 3 clusters Score -1421285 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1421311.375000 Penalty: 4907.295410
	Iteration 37Q: 3 clusters Score -1421311 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1421332.125000 Penalty: 4907.295410
	Iteration 38Q: 3 clusters Score -1421332 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1421352.125000 Penalty: 4907.295410
	Iteration 39Q: 3 clusters Score -1421352 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1421377.375000 Penalty: 4907.295410
	Iteration 40F: 3 clusters Score -1421377 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1421392.625000 Penalty: 4907.295410
	Iteration 41Q: 3 clusters Score -1421393 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1421403.750000 Penalty: 4907.295410
	Iteration 42Q: 3 clusters Score -1421404 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1421427.750000 Penalty: 4907.295410
	Iteration 43Q: 3 clusters Score -1421428 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1421446.375000 Penalty: 4907.295410
	Iteration 44Q: 3 clusters Score -1421446 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1421464.750000 Penalty: 4907.295410
	Iteration 45Q: 3 clusters Score -1421465 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1421471.500000 Penalty: 4907.295410
	Iteration 46Q: 3 clusters Score -1421472 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1421484.125000 Penalty: 4907.295410
	Iteration 47Q: 3 clusters Score -1421484 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1421498.625000 Penalty: 4907.295410
	Iteration 48Q: 3 clusters Score -1421499 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1421510.875000 Penalty: 4907.295410
	Iteration 49Q: 3 clusters Score -1421511 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1421525.750000 Penalty: 4907.295410
	Iteration 50Q: 3 clusters Score -1421526 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1421534.625000 Penalty: 4907.295410
	Iteration 51Q: 3 clusters Score -1421535 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1421547.125000 Penalty: 4907.295410
	Iteration 52Q: 3 clusters Score -1421547 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1421557.375000 Penalty: 4907.295410
	Iteration 53Q: 3 clusters Score -1421557 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1421566.625000 Penalty: 4907.295410
	Iteration 54Q: 3 clusters Score -1421567 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1421575.000000 Penalty: 4907.295410
	Iteration 55Q: 3 clusters Score -1421575 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1421577.750000 Penalty: 4907.295410
	Iteration 56Q: 3 clusters Score -1421578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1421583.000000 Penalty: 4907.295410
	Iteration 57Q: 3 clusters Score -1421583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1421586.625000 Penalty: 4907.295410
	Iteration 58Q: 3 clusters Score -1421587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1421587.750000 Penalty: 4907.295410
	Iteration 59Q: 3 clusters Score -1421588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1421593.000000 Penalty: 4907.295410
	Iteration 60F: 3 clusters Score -1421593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1421595.000000 Penalty: 4907.295410
	Iteration 61Q: 3 clusters Score -1421595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1421596.000000 Penalty: 4907.295410
	Iteration 62Q: 3 clusters Score -1421596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1421596.750000 Penalty: 4907.295410
	Iteration 63Q: 3 clusters Score -1421597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1421597.875000 Penalty: 4907.295410
	Iteration 64Q: 3 clusters Score -1421598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1421601.250000 Penalty: 4907.295410
	Iteration 65Q: 3 clusters Score -1421601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1421602.000000 Penalty: 4907.295410
	Iteration 66Q: 3 clusters Score -1421602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1421606.875000 Penalty: 4907.295410
	Iteration 67Q: 3 clusters Score -1421607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1421609.875000 Penalty: 4907.295410
	Iteration 68Q: 3 clusters Score -1421610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1421612.250000 Penalty: 4907.295410
	Iteration 69Q: 3 clusters Score -1421612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1421610.500000 Penalty: 4907.295410
	Iteration 70Q: 3 clusters Score -1421610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1421610.500000 Penalty: 4907.295410
	Iteration 71F: 3 clusters Score -1421610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Entering Unmasked Estep 
Score: -1263726.625000 Penalty: 2445.359131
	Iteration 0F: 2 clusters Score -1263727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1250144.250000 Penalty: 4890.718262
	Iteration 0F: 3 clusters Score -1250144 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1254759.125000 Penalty: 4890.718262
	Iteration 1F: 3 clusters Score -1254759 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1255290.250000 Penalty: 4890.718262
	Iteration 2F: 3 clusters Score -1255290 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1255794.750000 Penalty: 4890.718262
	Iteration 3F: 3 clusters Score -1255795 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1256236.000000 Penalty: 4890.718262
	Iteration 4Q: 3 clusters Score -1256236 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1256660.500000 Penalty: 4890.718262
	Iteration 5Q: 3 clusters Score -1256660 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1257038.000000 Penalty: 4890.718262
	Iteration 6Q: 3 clusters Score -1257038 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1257395.500000 Penalty: 4890.718262
	Iteration 7Q: 3 clusters Score -1257396 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1257750.375000 Penalty: 4890.718262
	Iteration 8Q: 3 clusters Score -1257750 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1258155.500000 Penalty: 4890.718262
	Iteration 9Q: 3 clusters Score -1258156 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1258613.625000 Penalty: 4890.718262
	Iteration 10Q: 3 clusters Score -1258614 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1259091.375000 Penalty: 4890.718262
	Iteration 11Q: 3 clusters Score -1259091 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1259575.125000 Penalty: 4890.718262
	Iteration 12Q: 3 clusters Score -1259575 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1260002.500000 Penalty: 4890.718262
	Iteration 13Q: 3 clusters Score -1260002 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -1260367.875000 Penalty: 4890.718262
	Iteration 14Q: 3 clusters Score -1260368 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1260693.125000 Penalty: 4890.718262
	Iteration 15Q: 3 clusters Score -1260693 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -1260966.000000 Penalty: 4890.718262
	Iteration 16Q: 3 clusters Score -1260966 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -1261203.000000 Penalty: 4890.718262
	Iteration 17Q: 3 clusters Score -1261203 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -1261408.500000 Penalty: 4890.718262
	Iteration 18Q: 3 clusters Score -1261408 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -1261561.375000 Penalty: 4890.718262
	Iteration 19Q: 3 clusters Score -1261561 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -1261669.500000 Penalty: 4890.718262
	Iteration 20F: 3 clusters Score -1261670 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -1261750.125000 Penalty: 4890.718262
	Iteration 21Q: 3 clusters Score -1261750 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -1261806.250000 Penalty: 4890.718262
	Iteration 22Q: 3 clusters Score -1261806 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -1261851.500000 Penalty: 4890.718262
	Iteration 23Q: 3 clusters Score -1261852 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -1261883.500000 Penalty: 4890.718262
	Iteration 24Q: 3 clusters Score -1261884 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1261903.250000 Penalty: 4890.718262
	Iteration 25Q: 3 clusters Score -1261903 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -1261929.875000 Penalty: 4890.718262
	Iteration 26Q: 3 clusters Score -1261930 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -1261946.500000 Penalty: 4890.718262
	Iteration 27Q: 3 clusters Score -1261946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -1261956.125000 Penalty: 4890.718262
	Iteration 28Q: 3 clusters Score -1261956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -1261963.375000 Penalty: 4890.718262
	Iteration 29Q: 3 clusters Score -1261963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -1261973.875000 Penalty: 4890.718262
	Iteration 30Q: 3 clusters Score -1261974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -1261978.750000 Penalty: 4890.718262
	Iteration 31Q: 3 clusters Score -1261979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -1261981.500000 Penalty: 4890.718262
	Iteration 32Q: 3 clusters Score -1261982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -1261983.875000 Penalty: 4890.718262
	Iteration 33Q: 3 clusters Score -1261984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -1261984.875000 Penalty: 4890.718262
	Iteration 34Q: 3 clusters Score -1261985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -1261986.375000 Penalty: 4890.718262
	Iteration 35Q: 3 clusters Score -1261986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -1261988.375000 Penalty: 4890.718262
	Iteration 36Q: 3 clusters Score -1261988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -1261989.625000 Penalty: 4890.718262
	Iteration 37Q: 3 clusters Score -1261990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -1261992.500000 Penalty: 4890.718262
	Iteration 38Q: 3 clusters Score -1261992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -1261992.625000 Penalty: 4890.718262
	Iteration 39Q: 3 clusters Score -1261993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -1261994.375000 Penalty: 4890.718262
	Iteration 40F: 3 clusters Score -1261994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -1261995.375000 Penalty: 4890.718262
	Iteration 41Q: 3 clusters Score -1261995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -1261995.625000 Penalty: 4890.718262
	Iteration 42Q: 3 clusters Score -1261996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -1261997.125000 Penalty: 4890.718262
	Iteration 43Q: 3 clusters Score -1261997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -1261997.125000 Penalty: 4890.718262
	Iteration 44F: 3 clusters Score -1261997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Entering Unmasked Estep 
Score: -2051966.000000 Penalty: 2565.048096
	Iteration 0F: 2 clusters Score -2051966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2030690.375000 Penalty: 5130.096191
	Iteration 0F: 3 clusters Score -2030690 nChanged 13998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2038490.250000 Penalty: 5130.096191
	Iteration 1F: 3 clusters Score -2038490 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2039045.125000 Penalty: 5130.096191
	Iteration 2Q: 3 clusters Score -2039045 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2039532.375000 Penalty: 5130.096191
	Iteration 3Q: 3 clusters Score -2039532 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2040073.250000 Penalty: 5130.096191
	Iteration 4Q: 3 clusters Score -2040073 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2040659.375000 Penalty: 5130.096191
	Iteration 5Q: 3 clusters Score -2040659 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2041345.250000 Penalty: 5130.096191
	Iteration 6Q: 3 clusters Score -2041345 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2042133.625000 Penalty: 5130.096191
	Iteration 7Q: 3 clusters Score -2042134 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2043064.875000 Penalty: 5130.096191
	Iteration 8Q: 3 clusters Score -2043065 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2044118.250000 Penalty: 5130.096191
	Iteration 9F: 3 clusters Score -2044118 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2045092.000000 Penalty: 5130.096191
	Iteration 10F: 3 clusters Score -2045092 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2045848.375000 Penalty: 5130.096191
	Iteration 11Q: 3 clusters Score -2045848 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2046413.125000 Penalty: 5130.096191
	Iteration 12Q: 3 clusters Score -2046413 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -2046786.250000 Penalty: 5130.096191
	Iteration 13Q: 3 clusters Score -2046786 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -2047093.875000 Penalty: 5130.096191
	Iteration 14Q: 3 clusters Score -2047094 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -2047317.125000 Penalty: 5130.096191
	Iteration 15Q: 3 clusters Score -2047317 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -2047488.750000 Penalty: 5130.096191
	Iteration 16Q: 3 clusters Score -2047489 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2047657.125000 Penalty: 5130.096191
	Iteration 17Q: 3 clusters Score -2047657 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -2047813.250000 Penalty: 5130.096191
	Iteration 18Q: 3 clusters Score -2047813 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -2047989.750000 Penalty: 5130.096191
	Iteration 19Q: 3 clusters Score -2047990 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -2048162.625000 Penalty: 5130.096191
	Iteration 20F: 3 clusters Score -2048163 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -2048342.125000 Penalty: 5130.096191
	Iteration 21Q: 3 clusters Score -2048342 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -2048516.750000 Penalty: 5130.096191
	Iteration 22Q: 3 clusters Score -2048517 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -2048734.750000 Penalty: 5130.096191
	Iteration 23Q: 3 clusters Score -2048735 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -2048956.750000 Penalty: 5130.096191
	Iteration 24Q: 3 clusters Score -2048957 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -2049177.500000 Penalty: 5130.096191
	Iteration 25Q: 3 clusters Score -2049178 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -2049392.875000 Penalty: 5130.096191
	Iteration 26Q: 3 clusters Score -2049393 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -2049616.750000 Penalty: 5130.096191
	Iteration 27Q: 3 clusters Score -2049617 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -2049845.750000 Penalty: 5130.096191
	Iteration 28Q: 3 clusters Score -2049846 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -2050045.000000 Penalty: 5130.096191
	Iteration 29Q: 3 clusters Score -2050045 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -2050232.250000 Penalty: 5130.096191
	Iteration 30Q: 3 clusters Score -2050232 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -2050383.750000 Penalty: 5130.096191
	Iteration 31Q: 3 clusters Score -2050384 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -2050501.125000 Penalty: 5130.096191
	Iteration 32Q: 3 clusters Score -2050501 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -2050616.750000 Penalty: 5130.096191
	Iteration 33Q: 3 clusters Score -2050617 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -2050706.625000 Penalty: 5130.096191
	Iteration 34Q: 3 clusters Score -2050707 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -2050776.250000 Penalty: 5130.096191
	Iteration 35Q: 3 clusters Score -2050776 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -2050832.000000 Penalty: 5130.096191
	Iteration 36Q: 3 clusters Score -2050832 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -2050867.125000 Penalty: 5130.096191
	Iteration 37Q: 3 clusters Score -2050867 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -2050891.750000 Penalty: 5130.096191
	Iteration 38Q: 3 clusters Score -2050892 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -2050914.500000 Penalty: 5130.096191
	Iteration 39Q: 3 clusters Score -2050914 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -2050932.500000 Penalty: 5130.096191
	Iteration 40F: 3 clusters Score -2050932 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -2050943.000000 Penalty: 5130.096191
	Iteration 41Q: 3 clusters Score -2050943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -2050952.500000 Penalty: 5130.096191
	Iteration 42Q: 3 clusters Score -2050952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -2050961.000000 Penalty: 5130.096191
	Iteration 43Q: 3 clusters Score -2050961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -2050972.125000 Penalty: 5130.096191
	Iteration 44Q: 3 clusters Score -2050972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -2050975.750000 Penalty: 5130.096191
	Iteration 45Q: 3 clusters Score -2050976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -2050981.000000 Penalty: 5130.096191
	Iteration 46Q: 3 clusters Score -2050981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -2050989.125000 Penalty: 5130.096191
	Iteration 47Q: 3 clusters Score -2050989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -2050989.000000 Penalty: 5130.096191
	Iteration 48Q: 3 clusters Score -2050989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -2050993.625000 Penalty: 5130.096191
	Iteration 49Q: 3 clusters Score -2050994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -2050992.750000 Penalty: 5130.096191
	Iteration 50Q: 3 clusters Score -2050993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -2050999.750000 Penalty: 5130.096191
	Iteration 51Q: 3 clusters Score -2051000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -2051003.250000 Penalty: 5130.096191
	Iteration 52Q: 3 clusters Score -2051003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -2051009.375000 Penalty: 5130.096191
	Iteration 53Q: 3 clusters Score -2051009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -2051011.375000 Penalty: 5130.096191
	Iteration 54Q: 3 clusters Score -2051011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -2051016.500000 Penalty: 5130.096191
	Iteration 55Q: 3 clusters Score -2051016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -2051025.250000 Penalty: 5130.096191
	Iteration 56Q: 3 clusters Score -2051025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -2051026.875000 Penalty: 5130.096191
	Iteration 57Q: 3 clusters Score -2051027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -2051037.625000 Penalty: 5130.096191
	Iteration 58Q: 3 clusters Score -2051038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -2051039.625000 Penalty: 5130.096191
	Iteration 59Q: 3 clusters Score -2051040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -2051044.625000 Penalty: 5130.096191
	Iteration 60F: 3 clusters Score -2051045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -2051054.625000 Penalty: 5130.096191
	Iteration 61Q: 3 clusters Score -2051055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -2051061.000000 Penalty: 5130.096191
	Iteration 62Q: 3 clusters Score -2051061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -2051066.625000 Penalty: 5130.096191
	Iteration 63Q: 3 clusters Score -2051067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -2051068.000000 Penalty: 5130.096191
	Iteration 64Q: 3 clusters Score -2051068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -2051069.875000 Penalty: 5130.096191
	Iteration 65Q: 3 clusters Score -2051070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -2051074.625000 Penalty: 5130.096191
	Iteration 66Q: 3 clusters Score -2051075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -2051075.625000 Penalty: 5130.096191
	Iteration 67Q: 3 clusters Score -2051076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -2051081.375000 Penalty: 5130.096191
	Iteration 68Q: 3 clusters Score -2051081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -2051083.125000 Penalty: 5130.096191
	Iteration 69Q: 3 clusters Score -2051083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -2051082.875000 Penalty: 5130.096191
	Iteration 70Q: 3 clusters Score -2051083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -2051083.250000 Penalty: 5130.096191
	Iteration 71Q: 3 clusters Score -2051083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -2051083.250000 Penalty: 5130.096191
	Iteration 72F: 3 clusters Score -2051083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Entering Unmasked Estep 
Score: -2044767.250000 Penalty: 2533.349365
	Iteration 0F: 2 clusters Score -2044767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2026111.000000 Penalty: 5066.698730
	Iteration 0F: 3 clusters Score -2026111 nChanged 12097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2032602.000000 Penalty: 5066.698730
	Iteration 1F: 3 clusters Score -2032602 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2033112.500000 Penalty: 5066.698730
	Iteration 2F: 3 clusters Score -2033112 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2033571.250000 Penalty: 5066.698730
	Iteration 3Q: 3 clusters Score -2033571 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2034030.000000 Penalty: 5066.698730
	Iteration 4Q: 3 clusters Score -2034030 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2034554.500000 Penalty: 5066.698730
	Iteration 5Q: 3 clusters Score -2034554 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2035140.875000 Penalty: 5066.698730
	Iteration 6Q: 3 clusters Score -2035141 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2035769.250000 Penalty: 5066.698730
	Iteration 7Q: 3 clusters Score -2035769 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2036455.000000 Penalty: 5066.698730
	Iteration 8Q: 3 clusters Score -2036455 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2037180.500000 Penalty: 5066.698730
	Iteration 9Q: 3 clusters Score -2037180 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2037937.250000 Penalty: 5066.698730
	Iteration 10Q: 3 clusters Score -2037937 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2038659.000000 Penalty: 5066.698730
	Iteration 11Q: 3 clusters Score -2038659 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2039286.750000 Penalty: 5066.698730
	Iteration 12Q: 3 clusters Score -2039287 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2039874.625000 Penalty: 5066.698730
	Iteration 13Q: 3 clusters Score -2039875 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2040415.000000 Penalty: 5066.698730
	Iteration 14Q: 3 clusters Score -2040415 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2040916.000000 Penalty: 5066.698730
	Iteration 15Q: 3 clusters Score -2040916 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2041287.750000 Penalty: 5066.698730
	Iteration 16Q: 3 clusters Score -2041288 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2041581.375000 Penalty: 5066.698730
	Iteration 17Q: 3 clusters Score -2041581 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2041791.125000 Penalty: 5066.698730
	Iteration 18Q: 3 clusters Score -2041791 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2041921.875000 Penalty: 5066.698730
	Iteration 19Q: 3 clusters Score -2041922 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2042020.000000 Penalty: 5066.698730
	Iteration 20F: 3 clusters Score -2042020 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2042123.625000 Penalty: 5066.698730
	Iteration 21Q: 3 clusters Score -2042124 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2042208.875000 Penalty: 5066.698730
	Iteration 22Q: 3 clusters Score -2042209 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2042249.125000 Penalty: 5066.698730
	Iteration 23Q: 3 clusters Score -2042249 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2042286.000000 Penalty: 5066.698730
	Iteration 24Q: 3 clusters Score -2042286 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2042327.625000 Penalty: 5066.698730
	Iteration 25Q: 3 clusters Score -2042328 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2042363.750000 Penalty: 5066.698730
	Iteration 26Q: 3 clusters Score -2042364 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2042393.750000 Penalty: 5066.698730
	Iteration 27Q: 3 clusters Score -2042394 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2042424.125000 Penalty: 5066.698730
	Iteration 28Q: 3 clusters Score -2042424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2042444.625000 Penalty: 5066.698730
	Iteration 29Q: 3 clusters Score -2042445 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2042456.375000 Penalty: 5066.698730
	Iteration 30Q: 3 clusters Score -2042456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2042472.500000 Penalty: 5066.698730
	Iteration 31Q: 3 clusters Score -2042472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2042483.750000 Penalty: 5066.698730
	Iteration 32Q: 3 clusters Score -2042484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2042498.125000 Penalty: 5066.698730
	Iteration 33Q: 3 clusters Score -2042498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2042515.125000 Penalty: 5066.698730
	Iteration 34Q: 3 clusters Score -2042515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2042533.000000 Penalty: 5066.698730
	Iteration 35Q: 3 clusters Score -2042533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2042545.375000 Penalty: 5066.698730
	Iteration 36Q: 3 clusters Score -2042545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2042549.125000 Penalty: 5066.698730
	Iteration 37Q: 3 clusters Score -2042549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2042556.125000 Penalty: 5066.698730
	Iteration 38Q: 3 clusters Score -2042556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2042571.750000 Penalty: 5066.698730
	Iteration 39Q: 3 clusters Score -2042572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2042588.500000 Penalty: 5066.698730
	Iteration 40F: 3 clusters Score -2042588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2042593.875000 Penalty: 5066.698730
	Iteration 41Q: 3 clusters Score -2042594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2042598.250000 Penalty: 5066.698730
	Iteration 42Q: 3 clusters Score -2042598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2042600.500000 Penalty: 5066.698730
	Iteration 43Q: 3 clusters Score -2042600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2042604.625000 Penalty: 5066.698730
	Iteration 44Q: 3 clusters Score -2042605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2042601.375000 Penalty: 5066.698730
	Iteration 45Q: 3 clusters Score -2042601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2042601.375000 Penalty: 5066.698730
	Iteration 46F: 3 clusters Score -2042601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (131806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131806 members 
Entering Unmasked Estep 
Score: -10068081.000000 Penalty: 2923.693359
	Iteration 0F: 2 clusters Score -1.006808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65961 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -9979962.000000 Penalty: 5847.386719
	Iteration 0F: 3 clusters Score -9979962 nChanged 62784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66005 members 
Mstep: Class 2 contains 65801 members 
Entering Unmasked Estep 
Score: -10015976.000000 Penalty: 5847.386719
	Iteration 1F: 3 clusters Score -1.001598e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65939 members 
Mstep: Class 2 contains 65867 members 
Entering Unmasked Estep 
Score: -10017064.000000 Penalty: 5847.386719
	Iteration 2Q: 3 clusters Score -1.001706e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65868 members 
Mstep: Class 2 contains 65938 members 
Entering Unmasked Estep 
Score: -10018464.000000 Penalty: 5847.386719
	Iteration 3Q: 3 clusters Score -1.001846e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65784 members 
Mstep: Class 2 contains 66022 members 
Entering Unmasked Estep 
Score: -10020036.000000 Penalty: 5847.386719
	Iteration 4Q: 3 clusters Score -1.002004e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65786 members 
Mstep: Class 2 contains 66020 members 
Entering Unmasked Estep 
Score: -10021738.000000 Penalty: 5847.386719
	Iteration 5Q: 3 clusters Score -1.002174e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65927 members 
Mstep: Class 2 contains 65879 members 
Entering Unmasked Estep 
Score: -10023677.000000 Penalty: 5847.386719
	Iteration 6Q: 3 clusters Score -1.002368e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66283 members 
Mstep: Class 2 contains 65523 members 
Entering Unmasked Estep 
Score: -10025943.000000 Penalty: 5847.386719
	Iteration 7Q: 3 clusters Score -1.002594e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67094 members 
Mstep: Class 2 contains 64712 members 
Entering Unmasked Estep 
Score: -10029029.000000 Penalty: 5847.386719
	Iteration 8Q: 3 clusters Score -1.002903e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68293 members 
Mstep: Class 2 contains 63513 members 
Entering Unmasked Estep 
Score: -10033408.000000 Penalty: 5847.386719
	Iteration 9F: 3 clusters Score -1.003341e+07 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69851 members 
Mstep: Class 2 contains 61955 members 
Entering Unmasked Estep 
Score: -10039263.000000 Penalty: 5847.386719
	Iteration 10F: 3 clusters Score -1.003926e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71401 members 
Mstep: Class 2 contains 60405 members 
Entering Unmasked Estep 
Score: -10044952.000000 Penalty: 5847.386719
	Iteration 11F: 3 clusters Score -1.004495e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72671 members 
Mstep: Class 2 contains 59135 members 
Entering Unmasked Estep 
Score: -10048795.000000 Penalty: 5847.386719
	Iteration 12Q: 3 clusters Score -1.00488e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73481 members 
Mstep: Class 2 contains 58325 members 
Entering Unmasked Estep 
Score: -10050932.000000 Penalty: 5847.386719
	Iteration 13Q: 3 clusters Score -1.005093e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74126 members 
Mstep: Class 2 contains 57680 members 
Entering Unmasked Estep 
Score: -10052594.000000 Penalty: 5847.386719
	Iteration 14Q: 3 clusters Score -1.005259e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74710 members 
Mstep: Class 2 contains 57096 members 
Entering Unmasked Estep 
Score: -10054051.000000 Penalty: 5847.386719
	Iteration 15Q: 3 clusters Score -1.005405e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75217 members 
Mstep: Class 2 contains 56589 members 
Entering Unmasked Estep 
Score: -10055307.000000 Penalty: 5847.386719
	Iteration 16Q: 3 clusters Score -1.005531e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75680 members 
Mstep: Class 2 contains 56126 members 
Entering Unmasked Estep 
Score: -10056330.000000 Penalty: 5847.386719
	Iteration 17Q: 3 clusters Score -1.005633e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76161 members 
Mstep: Class 2 contains 55645 members 
Entering Unmasked Estep 
Score: -10057065.000000 Penalty: 5847.386719
	Iteration 18Q: 3 clusters Score -1.005706e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76577 members 
Mstep: Class 2 contains 55229 members 
Entering Unmasked Estep 
Score: -10057667.000000 Penalty: 5847.386719
	Iteration 19Q: 3 clusters Score -1.005767e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77028 members 
Mstep: Class 2 contains 54778 members 
Entering Unmasked Estep 
Score: -10058082.000000 Penalty: 5847.386719
	Iteration 20F: 3 clusters Score -1.005808e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77442 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -10058449.000000 Penalty: 5847.386719
	Iteration 21Q: 3 clusters Score -1.005845e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77913 members 
Mstep: Class 2 contains 53893 members 
Entering Unmasked Estep 
Score: -10058635.000000 Penalty: 5847.386719
	Iteration 22Q: 3 clusters Score -1.005864e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78376 members 
Mstep: Class 2 contains 53430 members 
Entering Unmasked Estep 
Score: -10058894.000000 Penalty: 5847.386719
	Iteration 23Q: 3 clusters Score -1.005889e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78902 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
Score: -10059035.000000 Penalty: 5847.386719
	Iteration 24Q: 3 clusters Score -1.005904e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79434 members 
Mstep: Class 2 contains 52372 members 
Entering Unmasked Estep 
Score: -10059183.000000 Penalty: 5847.386719
	Iteration 25Q: 3 clusters Score -1.005918e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -10059287.000000 Penalty: 5847.386719
	Iteration 26Q: 3 clusters Score -1.005929e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80452 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -10059398.000000 Penalty: 5847.386719
	Iteration 27Q: 3 clusters Score -1.00594e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80916 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -10059443.000000 Penalty: 5847.386719
	Iteration 28Q: 3 clusters Score -1.005944e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81361 members 
Mstep: Class 2 contains 50445 members 
Entering Unmasked Estep 
Score: -10059526.000000 Penalty: 5847.386719
	Iteration 29Q: 3 clusters Score -1.005953e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81757 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -10059547.000000 Penalty: 5847.386719
	Iteration 30Q: 3 clusters Score -1.005955e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82125 members 
Mstep: Class 2 contains 49681 members 
Entering Unmasked Estep 
Score: -10059658.000000 Penalty: 5847.386719
	Iteration 31Q: 3 clusters Score -1.005966e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82502 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1.005966e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82887 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1.005973e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83278 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1.005976e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83599 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1.005977e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83880 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1.005981e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84127 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1.005983e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84354 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1.005983e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84572 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1.005984e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84791 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1.005981e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85016 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1.005983e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85258 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1.00598e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85485 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1.005983e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85732 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1.005984e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85945 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1.005986e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86157 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1.005986e+07 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86354 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1.005991e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86542 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1.005988e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86688 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1.005988e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86811 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1.00599e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86933 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1.005988e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87044 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1.00599e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87145 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1.005992e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87255 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1.005994e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87385 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1.005994e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87507 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1.005994e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87634 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1.00599e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87752 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1.00599e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87866 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1.005993e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87987 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1.005992e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88105 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1.005993e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88216 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1.005993e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88337 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1.005992e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88441 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1.005995e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88537 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1.005995e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88623 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1.005995e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88704 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1.005992e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88782 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1.005995e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88854 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -10059961.000000 Penalty: 5847.386719
	Iteration 69Q: 3 clusters Score -1.005996e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88926 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1.005995e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88991 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1.005997e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89043 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1.005996e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89087 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.005997e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89135 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1.005996e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89198 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1.005997e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89271 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1.005996e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89358 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1.005998e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89441 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1.005998e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89513 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1.005998e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89568 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1.005998e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89620 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.005998e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89655 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.005999e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89683 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.006e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89703 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.006e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89725 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.006e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89760 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.005999e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89789 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.005999e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89809 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.006e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89830 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -10060021.000000 Penalty: 5847.386719
	Iteration 89Q: 3 clusters Score -1.006002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89837 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.006001e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89840 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.006001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89843 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.006002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89850 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.006002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89859 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.006003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89868 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.006003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89874 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.006003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89885 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.006002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89891 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.006003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89899 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.006002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89905 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1.006002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89910 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -10060031.000000 Penalty: 5847.386719
	Iteration 101Q: 3 clusters Score -1.006003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89920 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.006003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89926 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.006002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89931 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -10060023.000000 Penalty: 5847.386719
	Iteration 104Q: 3 clusters Score -1.006002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89940 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.006003e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89958 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.006003e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89975 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.006002e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89995 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -10060020.000000 Penalty: 5847.386719
	Iteration 108Q: 3 clusters Score -1.006002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90012 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.006002e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90032 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -10060018.000000 Penalty: 5847.386719
	Iteration 110Q: 3 clusters Score -1.006002e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90051 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1.006002e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90075 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -10060030.000000 Penalty: 5847.386719
	Iteration 112Q: 3 clusters Score -1.006003e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90095 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -10060041.000000 Penalty: 5847.386719
	Iteration 113Q: 3 clusters Score -1.006004e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90113 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -10060030.000000 Penalty: 5847.386719
	Iteration 114Q: 3 clusters Score -1.006003e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90128 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -10060042.000000 Penalty: 5847.386719
	Iteration 115Q: 3 clusters Score -1.006004e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90146 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -10060042.000000 Penalty: 5847.386719
	Iteration 116Q: 3 clusters Score -1.006004e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90171 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -10060034.000000 Penalty: 5847.386719
	Iteration 117Q: 3 clusters Score -1.006003e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90191 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -10060030.000000 Penalty: 5847.386719
	Iteration 118Q: 3 clusters Score -1.006003e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90215 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -10060040.000000 Penalty: 5847.386719
	Iteration 119Q: 3 clusters Score -1.006004e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90245 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -10060043.000000 Penalty: 5847.386719
	Iteration 120F: 3 clusters Score -1.006004e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90269 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -10060038.000000 Penalty: 5847.386719
	Iteration 121Q: 3 clusters Score -1.006004e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90283 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -10060027.000000 Penalty: 5847.386719
	Iteration 122Q: 3 clusters Score -1.006003e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90294 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -10060018.000000 Penalty: 5847.386719
	Iteration 123Q: 3 clusters Score -1.006002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90305 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -10060029.000000 Penalty: 5847.386719
	Iteration 124Q: 3 clusters Score -1.006003e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90318 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -10060040.000000 Penalty: 5847.386719
	Iteration 125Q: 3 clusters Score -1.006004e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90335 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -10060024.000000 Penalty: 5847.386719
	Iteration 126Q: 3 clusters Score -1.006002e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90351 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -10060034.000000 Penalty: 5847.386719
	Iteration 127Q: 3 clusters Score -1.006003e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90366 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -10060034.000000 Penalty: 5847.386719
	Iteration 128Q: 3 clusters Score -1.006003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90377 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -10060032.000000 Penalty: 5847.386719
	Iteration 129Q: 3 clusters Score -1.006003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90385 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -10060028.000000 Penalty: 5847.386719
	Iteration 130Q: 3 clusters Score -1.006003e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90396 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -10060026.000000 Penalty: 5847.386719
	Iteration 131Q: 3 clusters Score -1.006003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90406 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -10060030.000000 Penalty: 5847.386719
	Iteration 132Q: 3 clusters Score -1.006003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90417 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -10060026.000000 Penalty: 5847.386719
	Iteration 133Q: 3 clusters Score -1.006003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90428 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -10060032.000000 Penalty: 5847.386719
	Iteration 134Q: 3 clusters Score -1.006003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90440 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -10060044.000000 Penalty: 5847.386719
	Iteration 135Q: 3 clusters Score -1.006004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90452 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -10060047.000000 Penalty: 5847.386719
	Iteration 136Q: 3 clusters Score -1.006005e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90465 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -10060042.000000 Penalty: 5847.386719
	Iteration 137Q: 3 clusters Score -1.006004e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90477 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -10060040.000000 Penalty: 5847.386719
	Iteration 138Q: 3 clusters Score -1.006004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -10060035.000000 Penalty: 5847.386719
	Iteration 139Q: 3 clusters Score -1.006004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90494 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -10060034.000000 Penalty: 5847.386719
	Iteration 140F: 3 clusters Score -1.006003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90506 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -10060048.000000 Penalty: 5847.386719
	Iteration 141Q: 3 clusters Score -1.006005e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90519 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -10060051.000000 Penalty: 5847.386719
	Iteration 142Q: 3 clusters Score -1.006005e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90535 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -10060063.000000 Penalty: 5847.386719
	Iteration 143Q: 3 clusters Score -1.006006e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90550 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -10060075.000000 Penalty: 5847.386719
	Iteration 144Q: 3 clusters Score -1.006008e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90573 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -10060071.000000 Penalty: 5847.386719
	Iteration 145Q: 3 clusters Score -1.006007e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90596 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -10060061.000000 Penalty: 5847.386719
	Iteration 146Q: 3 clusters Score -1.006006e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90612 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -10060061.000000 Penalty: 5847.386719
	Iteration 147Q: 3 clusters Score -1.006006e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90626 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -10060065.000000 Penalty: 5847.386719
	Iteration 148Q: 3 clusters Score -1.006006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90638 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -10060066.000000 Penalty: 5847.386719
	Iteration 149Q: 3 clusters Score -1.006007e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90649 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -10060059.000000 Penalty: 5847.386719
	Iteration 150Q: 3 clusters Score -1.006006e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90667 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -10060071.000000 Penalty: 5847.386719
	Iteration 151Q: 3 clusters Score -1.006007e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90692 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -10060068.000000 Penalty: 5847.386719
	Iteration 152Q: 3 clusters Score -1.006007e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90713 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -10060066.000000 Penalty: 5847.386719
	Iteration 153Q: 3 clusters Score -1.006007e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90731 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -10060066.000000 Penalty: 5847.386719
	Iteration 154Q: 3 clusters Score -1.006007e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90748 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -10060073.000000 Penalty: 5847.386719
	Iteration 155Q: 3 clusters Score -1.006007e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90767 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -10060087.000000 Penalty: 5847.386719
	Iteration 156Q: 3 clusters Score -1.006009e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90785 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -10060084.000000 Penalty: 5847.386719
	Iteration 157Q: 3 clusters Score -1.006008e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90801 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -10060086.000000 Penalty: 5847.386719
	Iteration 158Q: 3 clusters Score -1.006009e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90813 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -10060078.000000 Penalty: 5847.386719
	Iteration 159Q: 3 clusters Score -1.006008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90823 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -10060077.000000 Penalty: 5847.386719
	Iteration 160F: 3 clusters Score -1.006008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90829 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -10060075.000000 Penalty: 5847.386719
	Iteration 161Q: 3 clusters Score -1.006008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90834 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -10060078.000000 Penalty: 5847.386719
	Iteration 162Q: 3 clusters Score -1.006008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90841 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -10060070.000000 Penalty: 5847.386719
	Iteration 163Q: 3 clusters Score -1.006007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90844 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -10060073.000000 Penalty: 5847.386719
	Iteration 164Q: 3 clusters Score -1.006007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90849 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -10060067.000000 Penalty: 5847.386719
	Iteration 165Q: 3 clusters Score -1.006007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90855 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -10060070.000000 Penalty: 5847.386719
	Iteration 166Q: 3 clusters Score -1.006007e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90864 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -10060076.000000 Penalty: 5847.386719
	Iteration 167Q: 3 clusters Score -1.006008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90872 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -10060082.000000 Penalty: 5847.386719
	Iteration 168Q: 3 clusters Score -1.006008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90880 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -10060092.000000 Penalty: 5847.386719
	Iteration 169Q: 3 clusters Score -1.006009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90885 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -10060085.000000 Penalty: 5847.386719
	Iteration 170Q: 3 clusters Score -1.006008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90890 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -10060082.000000 Penalty: 5847.386719
	Iteration 171Q: 3 clusters Score -1.006008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90894 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -10060077.000000 Penalty: 5847.386719
	Iteration 172Q: 3 clusters Score -1.006008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90897 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -10060072.000000 Penalty: 5847.386719
	Iteration 173Q: 3 clusters Score -1.006007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90898 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -10060069.000000 Penalty: 5847.386719
	Iteration 174Q: 3 clusters Score -1.006007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90900 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -10060069.000000 Penalty: 5847.386719
	Iteration 175Q: 3 clusters Score -1.006007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90903 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -10060067.000000 Penalty: 5847.386719
	Iteration 176Q: 3 clusters Score -1.006007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90906 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -10060076.000000 Penalty: 5847.386719
	Iteration 177Q: 3 clusters Score -1.006008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90909 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -10060078.000000 Penalty: 5847.386719
	Iteration 178Q: 3 clusters Score -1.006008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90911 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -10060075.000000 Penalty: 5847.386719
	Iteration 179Q: 3 clusters Score -1.006008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90912 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -10060076.000000 Penalty: 5847.386719
	Iteration 180F: 3 clusters Score -1.006008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90913 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -10060073.000000 Penalty: 5847.386719
	Iteration 181Q: 3 clusters Score -1.006007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90913 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -10060073.000000 Penalty: 5847.386719
	Iteration 182F: 3 clusters Score -1.006007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Entering Unmasked Estep 
Score: -69934.859375 Penalty: 1748.860229
	Iteration 0F: 2 clusters Score -69934.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -67909.187500 Penalty: 3497.720459
	Iteration 0F: 3 clusters Score -67909.19 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -68369.953125 Penalty: 3497.720459
	Iteration 1F: 3 clusters Score -68369.95 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -68576.085938 Penalty: 3497.720459
	Iteration 2F: 3 clusters Score -68576.09 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -68733.757812 Penalty: 3497.720459
	Iteration 3F: 3 clusters Score -68733.76 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -68881.257812 Penalty: 3497.720459
	Iteration 4Q: 3 clusters Score -68881.26 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -68980.171875 Penalty: 3497.720459
	Iteration 5Q: 3 clusters Score -68980.17 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -69067.296875 Penalty: 3497.720459
	Iteration 6Q: 3 clusters Score -69067.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -69151.101562 Penalty: 3497.720459
	Iteration 7Q: 3 clusters Score -69151.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -69246.679688 Penalty: 3497.720459
	Iteration 8Q: 3 clusters Score -69246.68 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -69337.054688 Penalty: 3497.720459
	Iteration 9Q: 3 clusters Score -69337.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -69416.226562 Penalty: 3497.720459
	Iteration 10Q: 3 clusters Score -69416.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -69539.125000 Penalty: 3497.720459
	Iteration 11Q: 3 clusters Score -69539.12 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -69646.179688 Penalty: 3497.720459
	Iteration 12Q: 3 clusters Score -69646.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -69711.109375 Penalty: 3497.720459
	Iteration 13Q: 3 clusters Score -69711.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -69754.562500 Penalty: 3497.720459
	Iteration 14Q: 3 clusters Score -69754.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -69803.679688 Penalty: 3497.720459
	Iteration 15Q: 3 clusters Score -69803.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -69848.125000 Penalty: 3497.720459
	Iteration 16Q: 3 clusters Score -69848.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -69863.859375 Penalty: 3497.720459
	Iteration 17Q: 3 clusters Score -69863.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -69871.234375 Penalty: 3497.720459
	Iteration 18Q: 3 clusters Score -69871.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -69873.648438 Penalty: 3497.720459
	Iteration 19Q: 3 clusters Score -69873.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -69891.703125 Penalty: 3497.720459
	Iteration 20F: 3 clusters Score -69891.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -69914.296875 Penalty: 3497.720459
	Iteration 21Q: 3 clusters Score -69914.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -69936.953125 Penalty: 3497.720459
	Iteration 22Q: 3 clusters Score -69936.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -69965.617188 Penalty: 3497.720459
	Iteration 23Q: 3 clusters Score -69965.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -69983.679688 Penalty: 3497.720459
	Iteration 24Q: 3 clusters Score -69983.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -70007.179688 Penalty: 3497.720459
	Iteration 25Q: 3 clusters Score -70007.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -70016.390625 Penalty: 3497.720459
	Iteration 26Q: 3 clusters Score -70016.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -70028.859375 Penalty: 3497.720459
	Iteration 27Q: 3 clusters Score -70028.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -70030.812500 Penalty: 3497.720459
	Iteration 28Q: 3 clusters Score -70030.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -70030.812500 Penalty: 3497.720459
	Iteration 29F: 3 clusters Score -70030.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 255032 members 
Mstep: Class 2 contains 36162 members 
Mstep: Class 3 contains 99885 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14239 members 
Mstep: Class 6 contains 19806 members 
Mstep: Class 7 contains 19155 members 
Mstep: Class 8 contains 31037 members 
Mstep: Class 9 contains 27313 members 
Mstep: Class 10 contains 131806 members 
Mstep: Class 11 contains 719 members 
Mstep: Class 12 contains 91038 members 
Mstep: Class 13 contains 206396 members 
Mstep: Class 14 contains 1907 members 
Mstep: Class 15 contains 13007 members 
Mstep: Class 16 contains 57252 members 
Mstep: Class 17 contains 2027 members 
Mstep: Class 18 contains 9340 members 
Mstep: Class 19 contains 3109 members 
Mstep: Class 20 contains 8603 members 
Mstep: Class 21 contains 3621 members 
Mstep: Class 22 contains 4515 members 
Mstep: Class 23 contains 230893 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 41423 members 
Mstep: Class 26 contains 4716 members 
Mstep: Class 27 contains 3215 members 
Mstep: Class 28 contains 18183 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7747 members 
Mstep: Class 32 contains 2649 members 
Mstep: Class 33 contains 1982 members 
Mstep: Class 34 contains 11540 members 
Mstep: Class 35 contains 2514 members 
Mstep: Class 36 contains 971 members 
Mstep: Class 37 contains 3798 members 
Mstep: Class 38 contains 17243 members 
Mstep: Class 39 contains 1719 members 
Mstep: Class 40 contains 4744 members 
Mstep: Class 41 contains 1549 members 
Mstep: Class 42 contains 10246 members 
Mstep: Class 43 contains 3037 members 
Mstep: Class 44 contains 436 members 
Entering Unmasked Estep 
Score: -102298144.000000 Penalty: 154550.578125
Splitting cluster 11 changes total score from -102299760.000000 to -102298144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (91038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91038 members 
Entering Unmasked Estep 
Score: -6927668.500000 Penalty: 2831.919922
	Iteration 0F: 2 clusters Score -6927668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -6867095.500000 Penalty: 5663.839844
	Iteration 0F: 3 clusters Score -6867096 nChanged 42601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -6891574.000000 Penalty: 5663.839844
	Iteration 1F: 3 clusters Score -6891574 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -6892814.500000 Penalty: 5663.839844
	Iteration 2Q: 3 clusters Score -6892814 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -6894460.000000 Penalty: 5663.839844
	Iteration 3Q: 3 clusters Score -6894460 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -6896820.000000 Penalty: 5663.839844
	Iteration 4F: 3 clusters Score -6896820 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59148 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -6900060.500000 Penalty: 5663.839844
	Iteration 5F: 3 clusters Score -6900060 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64477 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -6904118.500000 Penalty: 5663.839844
	Iteration 6F: 3 clusters Score -6904118 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70313 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -6908744.000000 Penalty: 5663.839844
	Iteration 7F: 3 clusters Score -6908744 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76057 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -6913585.500000 Penalty: 5663.839844
	Iteration 8F: 3 clusters Score -6913586 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80930 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -6917910.000000 Penalty: 5663.839844
	Iteration 9F: 3 clusters Score -6917910 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84529 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -6921335.500000 Penalty: 5663.839844
	Iteration 10Q: 3 clusters Score -6921336 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86613 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -6923172.000000 Penalty: 5663.839844
	Iteration 11Q: 3 clusters Score -6923172 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87731 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -6924127.500000 Penalty: 5663.839844
	Iteration 12Q: 3 clusters Score -6924128 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88374 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -6924654.500000 Penalty: 5663.839844
	Iteration 13Q: 3 clusters Score -6924654 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88773 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -6924964.500000 Penalty: 5663.839844
	Iteration 14Q: 3 clusters Score -6924964 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89039 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -6925157.500000 Penalty: 5663.839844
	Iteration 15Q: 3 clusters Score -6925158 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89197 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -6925246.500000 Penalty: 5663.839844
	Iteration 16Q: 3 clusters Score -6925246 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89324 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -6925318.000000 Penalty: 5663.839844
	Iteration 17Q: 3 clusters Score -6925318 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89433 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -6925350.000000 Penalty: 5663.839844
	Iteration 18Q: 3 clusters Score -6925350 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89513 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6925395.500000 Penalty: 5663.839844
	Iteration 19Q: 3 clusters Score -6925396 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89589 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -6925430.000000 Penalty: 5663.839844
	Iteration 20F: 3 clusters Score -6925430 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89647 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -6925451.500000 Penalty: 5663.839844
	Iteration 21Q: 3 clusters Score -6925452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89682 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6925468.000000 Penalty: 5663.839844
	Iteration 22Q: 3 clusters Score -6925468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89707 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6925503.000000 Penalty: 5663.839844
	Iteration 23Q: 3 clusters Score -6925503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89727 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6925504.000000 Penalty: 5663.839844
	Iteration 24Q: 3 clusters Score -6925504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89745 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -6925507.000000 Penalty: 5663.839844
	Iteration 25Q: 3 clusters Score -6925507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89763 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6925518.500000 Penalty: 5663.839844
	Iteration 26Q: 3 clusters Score -6925518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89776 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6925514.000000 Penalty: 5663.839844
	Iteration 27Q: 3 clusters Score -6925514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89789 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6925528.500000 Penalty: 5663.839844
	Iteration 28Q: 3 clusters Score -6925528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89799 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6925533.000000 Penalty: 5663.839844
	Iteration 29Q: 3 clusters Score -6925533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89816 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6925527.500000 Penalty: 5663.839844
	Iteration 30Q: 3 clusters Score -6925528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89823 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6925528.000000 Penalty: 5663.839844
	Iteration 31Q: 3 clusters Score -6925528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89825 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6925537.000000 Penalty: 5663.839844
	Iteration 32Q: 3 clusters Score -6925537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89829 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -6925540.000000 Penalty: 5663.839844
	Iteration 33Q: 3 clusters Score -6925540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89837 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -6925525.500000 Penalty: 5663.839844
	Iteration 34Q: 3 clusters Score -6925526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89841 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6925532.000000 Penalty: 5663.839844
	Iteration 35Q: 3 clusters Score -6925532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89844 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -6925536.500000 Penalty: 5663.839844
	Iteration 36Q: 3 clusters Score -6925536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89854 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6925536.500000 Penalty: 5663.839844
	Iteration 37Q: 3 clusters Score -6925536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89866 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6925544.000000 Penalty: 5663.839844
	Iteration 38Q: 3 clusters Score -6925544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89878 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -6925560.500000 Penalty: 5663.839844
	Iteration 39Q: 3 clusters Score -6925560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89882 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6925566.000000 Penalty: 5663.839844
	Iteration 40F: 3 clusters Score -6925566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89889 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6925556.000000 Penalty: 5663.839844
	Iteration 41Q: 3 clusters Score -6925556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89895 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6925568.000000 Penalty: 5663.839844
	Iteration 42Q: 3 clusters Score -6925568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89898 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6925572.000000 Penalty: 5663.839844
	Iteration 43Q: 3 clusters Score -6925572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89903 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -6925568.500000 Penalty: 5663.839844
	Iteration 44Q: 3 clusters Score -6925568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89903 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -6925568.000000 Penalty: 5663.839844
	Iteration 45Q: 3 clusters Score -6925568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89904 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6925562.000000 Penalty: 5663.839844
	Iteration 46Q: 3 clusters Score -6925562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89906 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6925555.500000 Penalty: 5663.839844
	Iteration 47Q: 3 clusters Score -6925556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89909 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6925556.000000 Penalty: 5663.839844
	Iteration 48Q: 3 clusters Score -6925556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89910 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6925553.500000 Penalty: 5663.839844
	Iteration 49Q: 3 clusters Score -6925554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89912 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -6925559.500000 Penalty: 5663.839844
	Iteration 50Q: 3 clusters Score -6925560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89916 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6925561.000000 Penalty: 5663.839844
	Iteration 51Q: 3 clusters Score -6925561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89917 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6925561.000000 Penalty: 5663.839844
	Iteration 52Q: 3 clusters Score -6925561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89918 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6925561.500000 Penalty: 5663.839844
	Iteration 53Q: 3 clusters Score -6925562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89919 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6925560.000000 Penalty: 5663.839844
	Iteration 54Q: 3 clusters Score -6925560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89920 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6925571.000000 Penalty: 5663.839844
	Iteration 55Q: 3 clusters Score -6925571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89920 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6925571.000000 Penalty: 5663.839844
	Iteration 56F: 3 clusters Score -6925571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (206396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206396 members 
Entering Unmasked Estep 
Score: -15443544.000000 Penalty: 3034.912842
	Iteration 0F: 2 clusters Score -1.544354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103241 members 
Mstep: Class 2 contains 103155 members 
Entering Unmasked Estep 
Score: -15305585.000000 Penalty: 6069.825684
	Iteration 0F: 3 clusters Score -1.530558e+07 nChanged 98906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103601 members 
Mstep: Class 2 contains 102795 members 
Entering Unmasked Estep 
Score: -15363503.000000 Penalty: 6069.825684
	Iteration 1F: 3 clusters Score -1.53635e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103542 members 
Mstep: Class 2 contains 102854 members 
Entering Unmasked Estep 
Score: -15364462.000000 Penalty: 6069.825684
	Iteration 2Q: 3 clusters Score -1.536446e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103335 members 
Mstep: Class 2 contains 103061 members 
Entering Unmasked Estep 
Score: -15365605.000000 Penalty: 6069.825684
	Iteration 3Q: 3 clusters Score -1.53656e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102906 members 
Mstep: Class 2 contains 103490 members 
Entering Unmasked Estep 
Score: -15367179.000000 Penalty: 6069.825684
	Iteration 4Q: 3 clusters Score -1.536718e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102209 members 
Mstep: Class 2 contains 104187 members 
Entering Unmasked Estep 
Score: -15368765.000000 Penalty: 6069.825684
	Iteration 5Q: 3 clusters Score -1.536876e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101046 members 
Mstep: Class 2 contains 105350 members 
Entering Unmasked Estep 
Score: -15370914.000000 Penalty: 6069.825684
	Iteration 6Q: 3 clusters Score -1.537091e+07 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99272 members 
Mstep: Class 2 contains 107124 members 
Entering Unmasked Estep 
Score: -15373760.000000 Penalty: 6069.825684
	Iteration 7Q: 3 clusters Score -1.537376e+07 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96653 members 
Mstep: Class 2 contains 109743 members 
Entering Unmasked Estep 
Score: -15376825.000000 Penalty: 6069.825684
	Iteration 8Q: 3 clusters Score -1.537682e+07 nChanged 9413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92886 members 
Mstep: Class 2 contains 113510 members 
Entering Unmasked Estep 
Score: -15380693.000000 Penalty: 6069.825684
	Iteration 9Q: 3 clusters Score -1.538069e+07 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88284 members 
Mstep: Class 2 contains 118112 members 
Entering Unmasked Estep 
Score: -15384670.000000 Penalty: 6069.825684
	Iteration 10Q: 3 clusters Score -1.538467e+07 nChanged 9907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82919 members 
Mstep: Class 2 contains 123477 members 
Entering Unmasked Estep 
Score: -15389465.000000 Penalty: 6069.825684
	Iteration 11Q: 3 clusters Score -1.538946e+07 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 129333 members 
Entering Unmasked Estep 
Score: -15394055.000000 Penalty: 6069.825684
	Iteration 12Q: 3 clusters Score -1.539406e+07 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71015 members 
Mstep: Class 2 contains 135381 members 
Entering Unmasked Estep 
Score: -15399455.000000 Penalty: 6069.825684
	Iteration 13Q: 3 clusters Score -1.539946e+07 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65095 members 
Mstep: Class 2 contains 141301 members 
Entering Unmasked Estep 
Score: -15405256.000000 Penalty: 6069.825684
	Iteration 14Q: 3 clusters Score -1.540526e+07 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59800 members 
Mstep: Class 2 contains 146596 members 
Entering Unmasked Estep 
Score: -15410813.000000 Penalty: 6069.825684
	Iteration 15Q: 3 clusters Score -1.541081e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 150979 members 
Entering Unmasked Estep 
Score: -15414524.000000 Penalty: 6069.825684
	Iteration 16Q: 3 clusters Score -1.541452e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51482 members 
Mstep: Class 2 contains 154914 members 
Entering Unmasked Estep 
Score: -15416902.000000 Penalty: 6069.825684
	Iteration 17Q: 3 clusters Score -1.54169e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 158723 members 
Entering Unmasked Estep 
Score: -15418538.000000 Penalty: 6069.825684
	Iteration 18Q: 3 clusters Score -1.541854e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 162374 members 
Entering Unmasked Estep 
Score: -15420023.000000 Penalty: 6069.825684
	Iteration 19Q: 3 clusters Score -1.542002e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 166062 members 
Entering Unmasked Estep 
Score: -15421652.000000 Penalty: 6069.825684
	Iteration 20F: 3 clusters Score -1.542165e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 169701 members 
Entering Unmasked Estep 
Score: -15423226.000000 Penalty: 6069.825684
	Iteration 21Q: 3 clusters Score -1.542323e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 173286 members 
Entering Unmasked Estep 
Score: -15424617.000000 Penalty: 6069.825684
	Iteration 22Q: 3 clusters Score -1.542462e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 176714 members 
Entering Unmasked Estep 
Score: -15426171.000000 Penalty: 6069.825684
	Iteration 23Q: 3 clusters Score -1.542617e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 180064 members 
Entering Unmasked Estep 
Score: -15427648.000000 Penalty: 6069.825684
	Iteration 24Q: 3 clusters Score -1.542765e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 183261 members 
Entering Unmasked Estep 
Score: -15428998.000000 Penalty: 6069.825684
	Iteration 25Q: 3 clusters Score -1.5429e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 186354 members 
Entering Unmasked Estep 
Score: -15430431.000000 Penalty: 6069.825684
	Iteration 26Q: 3 clusters Score -1.543043e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 189310 members 
Entering Unmasked Estep 
Score: -15432028.000000 Penalty: 6069.825684
	Iteration 27Q: 3 clusters Score -1.543203e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 192044 members 
Entering Unmasked Estep 
Score: -15433387.000000 Penalty: 6069.825684
	Iteration 28Q: 3 clusters Score -1.543339e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 194575 members 
Entering Unmasked Estep 
Score: -15434798.000000 Penalty: 6069.825684
	Iteration 29Q: 3 clusters Score -1.54348e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 196804 members 
Entering Unmasked Estep 
Score: -15435966.000000 Penalty: 6069.825684
	Iteration 30Q: 3 clusters Score -1.543597e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 198700 members 
Entering Unmasked Estep 
Score: -15436918.000000 Penalty: 6069.825684
	Iteration 31Q: 3 clusters Score -1.543692e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 200357 members 
Entering Unmasked Estep 
Score: -15437880.000000 Penalty: 6069.825684
	Iteration 32Q: 3 clusters Score -1.543788e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 201670 members 
Entering Unmasked Estep 
Score: -15438620.000000 Penalty: 6069.825684
	Iteration 33Q: 3 clusters Score -1.543862e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 202692 members 
Entering Unmasked Estep 
Score: -15439100.000000 Penalty: 6069.825684
	Iteration 34Q: 3 clusters Score -1.54391e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 203486 members 
Entering Unmasked Estep 
Score: -15439624.000000 Penalty: 6069.825684
	Iteration 35Q: 3 clusters Score -1.543962e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 204069 members 
Entering Unmasked Estep 
Score: -15439942.000000 Penalty: 6069.825684
	Iteration 36Q: 3 clusters Score -1.543994e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 204483 members 
Entering Unmasked Estep 
Score: -15440250.000000 Penalty: 6069.825684
	Iteration 37Q: 3 clusters Score -1.544025e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 204782 members 
Entering Unmasked Estep 
Score: -15440444.000000 Penalty: 6069.825684
	Iteration 38Q: 3 clusters Score -1.544044e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 204986 members 
Entering Unmasked Estep 
Score: -15440565.000000 Penalty: 6069.825684
	Iteration 39Q: 3 clusters Score -1.544056e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 205128 members 
Entering Unmasked Estep 
Score: -15440691.000000 Penalty: 6069.825684
	Iteration 40F: 3 clusters Score -1.544069e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 205239 members 
Entering Unmasked Estep 
Score: -15440772.000000 Penalty: 6069.825684
	Iteration 41Q: 3 clusters Score -1.544077e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 205307 members 
Entering Unmasked Estep 
Score: -15440834.000000 Penalty: 6069.825684
	Iteration 42Q: 3 clusters Score -1.544083e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 205349 members 
Entering Unmasked Estep 
Score: -15440864.000000 Penalty: 6069.825684
	Iteration 43Q: 3 clusters Score -1.544086e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 205382 members 
Entering Unmasked Estep 
Score: -15440879.000000 Penalty: 6069.825684
	Iteration 44Q: 3 clusters Score -1.544088e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 205409 members 
Entering Unmasked Estep 
Score: -15440903.000000 Penalty: 6069.825684
	Iteration 45Q: 3 clusters Score -1.54409e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 205428 members 
Entering Unmasked Estep 
Score: -15440907.000000 Penalty: 6069.825684
	Iteration 46Q: 3 clusters Score -1.544091e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 205439 members 
Entering Unmasked Estep 
Score: -15440947.000000 Penalty: 6069.825684
	Iteration 47Q: 3 clusters Score -1.544095e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 205455 members 
Entering Unmasked Estep 
Score: -15440959.000000 Penalty: 6069.825684
	Iteration 48Q: 3 clusters Score -1.544096e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 205471 members 
Entering Unmasked Estep 
Score: -15440988.000000 Penalty: 6069.825684
	Iteration 49Q: 3 clusters Score -1.544099e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 205485 members 
Entering Unmasked Estep 
Score: -15441009.000000 Penalty: 6069.825684
	Iteration 50Q: 3 clusters Score -1.544101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 205484 members 
Entering Unmasked Estep 
Score: -15441008.000000 Penalty: 6069.825684
	Iteration 51Q: 3 clusters Score -1.544101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 205487 members 
Entering Unmasked Estep 
Score: -15441019.000000 Penalty: 6069.825684
	Iteration 52Q: 3 clusters Score -1.544102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 205492 members 
Entering Unmasked Estep 
Score: -15441031.000000 Penalty: 6069.825684
	Iteration 53Q: 3 clusters Score -1.544103e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 205498 members 
Entering Unmasked Estep 
Score: -15441019.000000 Penalty: 6069.825684
	Iteration 54Q: 3 clusters Score -1.544102e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 205504 members 
Entering Unmasked Estep 
Score: -15441025.000000 Penalty: 6069.825684
	Iteration 55Q: 3 clusters Score -1.544102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 205507 members 
Entering Unmasked Estep 
Score: -15441022.000000 Penalty: 6069.825684
	Iteration 56Q: 3 clusters Score -1.544102e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 205511 members 
Entering Unmasked Estep 
Score: -15441040.000000 Penalty: 6069.825684
	Iteration 57Q: 3 clusters Score -1.544104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 205520 members 
Entering Unmasked Estep 
Score: -15441035.000000 Penalty: 6069.825684
	Iteration 58Q: 3 clusters Score -1.544104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 205520 members 
Entering Unmasked Estep 
Score: -15441031.000000 Penalty: 6069.825684
	Iteration 59Q: 3 clusters Score -1.544103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 205521 members 
Entering Unmasked Estep 
Score: -15441036.000000 Penalty: 6069.825684
	Iteration 60F: 3 clusters Score -1.544104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 205528 members 
Entering Unmasked Estep 
Score: -15441042.000000 Penalty: 6069.825684
	Iteration 61Q: 3 clusters Score -1.544104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 205529 members 
Entering Unmasked Estep 
Score: -15441049.000000 Penalty: 6069.825684
	Iteration 62Q: 3 clusters Score -1.544105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 205532 members 
Entering Unmasked Estep 
Score: -15441049.000000 Penalty: 6069.825684
	Iteration 63Q: 3 clusters Score -1.544105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 205535 members 
Entering Unmasked Estep 
Score: -15441051.000000 Penalty: 6069.825684
	Iteration 64Q: 3 clusters Score -1.544105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 205543 members 
Entering Unmasked Estep 
Score: -15441064.000000 Penalty: 6069.825684
	Iteration 65Q: 3 clusters Score -1.544106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 205542 members 
Entering Unmasked Estep 
Score: -15441066.000000 Penalty: 6069.825684
	Iteration 66Q: 3 clusters Score -1.544107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 205543 members 
Entering Unmasked Estep 
Score: -15441073.000000 Penalty: 6069.825684
	Iteration 67Q: 3 clusters Score -1.544107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 205544 members 
Entering Unmasked Estep 
Score: -15441066.000000 Penalty: 6069.825684
	Iteration 68Q: 3 clusters Score -1.544107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 205545 members 
Entering Unmasked Estep 
Score: -15441081.000000 Penalty: 6069.825684
	Iteration 69Q: 3 clusters Score -1.544108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 205550 members 
Entering Unmasked Estep 
Score: -15441078.000000 Penalty: 6069.825684
	Iteration 70Q: 3 clusters Score -1.544108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 205550 members 
Entering Unmasked Estep 
Score: -15441068.000000 Penalty: 6069.825684
	Iteration 71Q: 3 clusters Score -1.544107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 205551 members 
Entering Unmasked Estep 
Score: -15441061.000000 Penalty: 6069.825684
	Iteration 72Q: 3 clusters Score -1.544106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 205553 members 
Entering Unmasked Estep 
Score: -15441052.000000 Penalty: 6069.825684
	Iteration 73Q: 3 clusters Score -1.544105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 205554 members 
Entering Unmasked Estep 
Score: -15441061.000000 Penalty: 6069.825684
	Iteration 74Q: 3 clusters Score -1.544106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 205553 members 
Entering Unmasked Estep 
Score: -15441071.000000 Penalty: 6069.825684
	Iteration 75Q: 3 clusters Score -1.544107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 205554 members 
Entering Unmasked Estep 
Score: -15441066.000000 Penalty: 6069.825684
	Iteration 76Q: 3 clusters Score -1.544107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 205554 members 
Entering Unmasked Estep 
Score: -15441066.000000 Penalty: 6069.825684
	Iteration 77F: 3 clusters Score -1.544107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Entering Unmasked Estep 
Score: -134147.859375 Penalty: 1873.215088
	Iteration 0F: 2 clusters Score -134147.9 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 971 members 
Entering Unmasked Estep 
Score: -131611.421875 Penalty: 3746.430176
	Iteration 0F: 3 clusters Score -131611.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -132049.671875 Penalty: 3746.430176
	Iteration 1F: 3 clusters Score -132049.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -132173.140625 Penalty: 3746.430176
	Iteration 2F: 3 clusters Score -132173.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -132266.109375 Penalty: 3746.430176
	Iteration 3Q: 3 clusters Score -132266.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -132326.953125 Penalty: 3746.430176
	Iteration 4Q: 3 clusters Score -132327 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -132363.484375 Penalty: 3746.430176
	Iteration 5Q: 3 clusters Score -132363.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -132386.125000 Penalty: 3746.430176
	Iteration 6Q: 3 clusters Score -132386.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -132403.859375 Penalty: 3746.430176
	Iteration 7Q: 3 clusters Score -132403.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -132416.343750 Penalty: 3746.430176
	Iteration 8Q: 3 clusters Score -132416.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -132426.546875 Penalty: 3746.430176
	Iteration 9Q: 3 clusters Score -132426.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -132436.015625 Penalty: 3746.430176
	Iteration 10Q: 3 clusters Score -132436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -132441.671875 Penalty: 3746.430176
	Iteration 11Q: 3 clusters Score -132441.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -132448.203125 Penalty: 3746.430176
	Iteration 12Q: 3 clusters Score -132448.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -132454.968750 Penalty: 3746.430176
	Iteration 13Q: 3 clusters Score -132455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -132459.421875 Penalty: 3746.430176
	Iteration 14Q: 3 clusters Score -132459.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -132463.937500 Penalty: 3746.430176
	Iteration 15Q: 3 clusters Score -132463.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -132471.531250 Penalty: 3746.430176
	Iteration 16Q: 3 clusters Score -132471.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -132477.625000 Penalty: 3746.430176
	Iteration 17Q: 3 clusters Score -132477.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -132481.765625 Penalty: 3746.430176
	Iteration 18Q: 3 clusters Score -132481.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -132485.953125 Penalty: 3746.430176
	Iteration 19Q: 3 clusters Score -132486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -132488.828125 Penalty: 3746.430176
	Iteration 20F: 3 clusters Score -132488.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -132489.968750 Penalty: 3746.430176
	Iteration 21Q: 3 clusters Score -132490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -132493.859375 Penalty: 3746.430176
	Iteration 22Q: 3 clusters Score -132493.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -132495.703125 Penalty: 3746.430176
	Iteration 23Q: 3 clusters Score -132495.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -132495.703125 Penalty: 3746.430176
	Iteration 24F: 3 clusters Score -132495.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Entering Unmasked Estep 
Score: -984564.687500 Penalty: 2349.364258
	Iteration 0F: 2 clusters Score -984564.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -974953.062500 Penalty: 4698.728516
	Iteration 0F: 3 clusters Score -974953.1 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -977816.000000 Penalty: 4698.728516
	Iteration 1F: 3 clusters Score -977816 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -978130.750000 Penalty: 4698.728516
	Iteration 2F: 3 clusters Score -978130.8 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -978393.125000 Penalty: 4698.728516
	Iteration 3F: 3 clusters Score -978393.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -978605.375000 Penalty: 4698.728516
	Iteration 4Q: 3 clusters Score -978605.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -978791.625000 Penalty: 4698.728516
	Iteration 5Q: 3 clusters Score -978791.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -978953.687500 Penalty: 4698.728516
	Iteration 6Q: 3 clusters Score -978953.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -979108.375000 Penalty: 4698.728516
	Iteration 7Q: 3 clusters Score -979108.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -979269.437500 Penalty: 4698.728516
	Iteration 8Q: 3 clusters Score -979269.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -979483.000000 Penalty: 4698.728516
	Iteration 9Q: 3 clusters Score -979483 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -979734.375000 Penalty: 4698.728516
	Iteration 10Q: 3 clusters Score -979734.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -980011.937500 Penalty: 4698.728516
	Iteration 11Q: 3 clusters Score -980011.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -980339.562500 Penalty: 4698.728516
	Iteration 12Q: 3 clusters Score -980339.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -980728.000000 Penalty: 4698.728516
	Iteration 13Q: 3 clusters Score -980728 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -981128.000000 Penalty: 4698.728516
	Iteration 14Q: 3 clusters Score -981128 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -981500.500000 Penalty: 4698.728516
	Iteration 15Q: 3 clusters Score -981500.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -981831.437500 Penalty: 4698.728516
	Iteration 16Q: 3 clusters Score -981831.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -982100.750000 Penalty: 4698.728516
	Iteration 17Q: 3 clusters Score -982100.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -982328.000000 Penalty: 4698.728516
	Iteration 18Q: 3 clusters Score -982328 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -982486.437500 Penalty: 4698.728516
	Iteration 19Q: 3 clusters Score -982486.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -982594.437500 Penalty: 4698.728516
	Iteration 20F: 3 clusters Score -982594.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -982659.625000 Penalty: 4698.728516
	Iteration 21Q: 3 clusters Score -982659.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -982691.687500 Penalty: 4698.728516
	Iteration 22Q: 3 clusters Score -982691.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -982716.187500 Penalty: 4698.728516
	Iteration 23Q: 3 clusters Score -982716.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -982737.437500 Penalty: 4698.728516
	Iteration 24Q: 3 clusters Score -982737.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -982756.875000 Penalty: 4698.728516
	Iteration 25Q: 3 clusters Score -982756.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -982770.125000 Penalty: 4698.728516
	Iteration 26Q: 3 clusters Score -982770.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -982783.875000 Penalty: 4698.728516
	Iteration 27Q: 3 clusters Score -982783.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -982791.750000 Penalty: 4698.728516
	Iteration 28Q: 3 clusters Score -982791.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -982799.125000 Penalty: 4698.728516
	Iteration 29Q: 3 clusters Score -982799.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -982803.062500 Penalty: 4698.728516
	Iteration 30Q: 3 clusters Score -982803.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -982807.687500 Penalty: 4698.728516
	Iteration 31Q: 3 clusters Score -982807.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -982813.812500 Penalty: 4698.728516
	Iteration 32Q: 3 clusters Score -982813.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -982815.812500 Penalty: 4698.728516
	Iteration 33Q: 3 clusters Score -982815.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -982824.500000 Penalty: 4698.728516
	Iteration 34Q: 3 clusters Score -982824.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -982821.062500 Penalty: 4698.728516
	Iteration 35Q: 3 clusters Score -982821.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -982825.562500 Penalty: 4698.728516
	Iteration 36Q: 3 clusters Score -982825.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -982824.000000 Penalty: 4698.728516
	Iteration 37Q: 3 clusters Score -982824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -982824.875000 Penalty: 4698.728516
	Iteration 38Q: 3 clusters Score -982824.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -982824.750000 Penalty: 4698.728516
	Iteration 39Q: 3 clusters Score -982824.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -982826.125000 Penalty: 4698.728516
	Iteration 40F: 3 clusters Score -982826.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -982829.187500 Penalty: 4698.728516
	Iteration 41Q: 3 clusters Score -982829.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -982833.062500 Penalty: 4698.728516
	Iteration 42Q: 3 clusters Score -982833.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -982832.562500 Penalty: 4698.728516
	Iteration 43Q: 3 clusters Score -982832.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -982833.437500 Penalty: 4698.728516
	Iteration 44Q: 3 clusters Score -982833.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -982836.562500 Penalty: 4698.728516
	Iteration 45Q: 3 clusters Score -982836.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -982837.562500 Penalty: 4698.728516
	Iteration 46Q: 3 clusters Score -982837.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -982839.625000 Penalty: 4698.728516
	Iteration 47Q: 3 clusters Score -982839.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -982838.875000 Penalty: 4698.728516
	Iteration 48Q: 3 clusters Score -982838.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -982838.625000 Penalty: 4698.728516
	Iteration 49Q: 3 clusters Score -982838.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -982841.437500 Penalty: 4698.728516
	Iteration 50Q: 3 clusters Score -982841.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -982840.187500 Penalty: 4698.728516
	Iteration 51Q: 3 clusters Score -982840.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -982844.312500 Penalty: 4698.728516
	Iteration 52Q: 3 clusters Score -982844.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -982845.437500 Penalty: 4698.728516
	Iteration 53Q: 3 clusters Score -982845.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -982847.000000 Penalty: 4698.728516
	Iteration 54Q: 3 clusters Score -982847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -982846.937500 Penalty: 4698.728516
	Iteration 55Q: 3 clusters Score -982846.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -982848.125000 Penalty: 4698.728516
	Iteration 56Q: 3 clusters Score -982848.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -982847.187500 Penalty: 4698.728516
	Iteration 57Q: 3 clusters Score -982847.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -982850.062500 Penalty: 4698.728516
	Iteration 58Q: 3 clusters Score -982850.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -982852.250000 Penalty: 4698.728516
	Iteration 59Q: 3 clusters Score -982852.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -982854.562500 Penalty: 4698.728516
	Iteration 60F: 3 clusters Score -982854.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -982855.187500 Penalty: 4698.728516
	Iteration 61Q: 3 clusters Score -982855.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -982855.562500 Penalty: 4698.728516
	Iteration 62Q: 3 clusters Score -982855.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -982853.875000 Penalty: 4698.728516
	Iteration 63Q: 3 clusters Score -982853.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -982854.375000 Penalty: 4698.728516
	Iteration 64Q: 3 clusters Score -982854.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -982854.812500 Penalty: 4698.728516
	Iteration 65Q: 3 clusters Score -982854.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -982854.812500 Penalty: 4698.728516
	Iteration 66F: 3 clusters Score -982854.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (57252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57252 members 
Entering Unmasked Estep 
Score: -4371926.500000 Penalty: 2716.894043
	Iteration 0F: 2 clusters Score -4371926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -4333477.500000 Penalty: 5433.788086
	Iteration 0F: 3 clusters Score -4333478 nChanged 26540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -4348106.000000 Penalty: 5433.788086
	Iteration 1F: 3 clusters Score -4348106 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -4348713.000000 Penalty: 5433.788086
	Iteration 2Q: 3 clusters Score -4348713 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -4349370.000000 Penalty: 5433.788086
	Iteration 3Q: 3 clusters Score -4349370 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -4350195.500000 Penalty: 5433.788086
	Iteration 4Q: 3 clusters Score -4350196 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -4351192.000000 Penalty: 5433.788086
	Iteration 5Q: 3 clusters Score -4351192 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -4352367.000000 Penalty: 5433.788086
	Iteration 6Q: 3 clusters Score -4352367 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -4353880.000000 Penalty: 5433.788086
	Iteration 7F: 3 clusters Score -4353880 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -4355576.500000 Penalty: 5433.788086
	Iteration 8F: 3 clusters Score -4355576 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -4357444.500000 Penalty: 5433.788086
	Iteration 9F: 3 clusters Score -4357444 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -4359360.500000 Penalty: 5433.788086
	Iteration 10F: 3 clusters Score -4359360 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -4361281.000000 Penalty: 5433.788086
	Iteration 11Q: 3 clusters Score -4361281 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -4363159.500000 Penalty: 5433.788086
	Iteration 12Q: 3 clusters Score -4363160 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -4364857.000000 Penalty: 5433.788086
	Iteration 13Q: 3 clusters Score -4364857 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50326 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -4366111.000000 Penalty: 5433.788086
	Iteration 14Q: 3 clusters Score -4366111 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51422 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -4366969.000000 Penalty: 5433.788086
	Iteration 15Q: 3 clusters Score -4366969 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -4367555.000000 Penalty: 5433.788086
	Iteration 16Q: 3 clusters Score -4367555 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52963 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -4367985.000000 Penalty: 5433.788086
	Iteration 17Q: 3 clusters Score -4367985 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53530 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -4368276.500000 Penalty: 5433.788086
	Iteration 18Q: 3 clusters Score -4368276 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -4368560.000000 Penalty: 5433.788086
	Iteration 19Q: 3 clusters Score -4368560 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54379 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4368741.500000 Penalty: 5433.788086
	Iteration 20F: 3 clusters Score -4368742 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -4368925.500000 Penalty: 5433.788086
	Iteration 21Q: 3 clusters Score -4368926 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -4369076.000000 Penalty: 5433.788086
	Iteration 22Q: 3 clusters Score -4369076 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4369196.500000 Penalty: 5433.788086
	Iteration 23Q: 3 clusters Score -4369196 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55325 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4369282.500000 Penalty: 5433.788086
	Iteration 24Q: 3 clusters Score -4369282 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4369356.500000 Penalty: 5433.788086
	Iteration 25Q: 3 clusters Score -4369356 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4369396.500000 Penalty: 5433.788086
	Iteration 26Q: 3 clusters Score -4369396 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4369474.000000 Penalty: 5433.788086
	Iteration 27Q: 3 clusters Score -4369474 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55790 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4369511.500000 Penalty: 5433.788086
	Iteration 28Q: 3 clusters Score -4369512 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4369560.500000 Penalty: 5433.788086
	Iteration 29Q: 3 clusters Score -4369560 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55926 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4369570.500000 Penalty: 5433.788086
	Iteration 30Q: 3 clusters Score -4369570 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55973 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4369594.000000 Penalty: 5433.788086
	Iteration 31Q: 3 clusters Score -4369594 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56015 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4369609.000000 Penalty: 5433.788086
	Iteration 32Q: 3 clusters Score -4369609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4369618.500000 Penalty: 5433.788086
	Iteration 33Q: 3 clusters Score -4369618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4369633.500000 Penalty: 5433.788086
	Iteration 34Q: 3 clusters Score -4369634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4369635.500000 Penalty: 5433.788086
	Iteration 35Q: 3 clusters Score -4369636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56113 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4369639.500000 Penalty: 5433.788086
	Iteration 36Q: 3 clusters Score -4369640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56133 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4369646.000000 Penalty: 5433.788086
	Iteration 37Q: 3 clusters Score -4369646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56154 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4369650.000000 Penalty: 5433.788086
	Iteration 38Q: 3 clusters Score -4369650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56174 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4369671.500000 Penalty: 5433.788086
	Iteration 39Q: 3 clusters Score -4369672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56185 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4369670.500000 Penalty: 5433.788086
	Iteration 40F: 3 clusters Score -4369670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56197 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4369667.500000 Penalty: 5433.788086
	Iteration 41Q: 3 clusters Score -4369668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56205 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4369669.500000 Penalty: 5433.788086
	Iteration 42Q: 3 clusters Score -4369670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56208 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4369665.500000 Penalty: 5433.788086
	Iteration 43Q: 3 clusters Score -4369666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56211 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4369668.000000 Penalty: 5433.788086
	Iteration 44Q: 3 clusters Score -4369668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56212 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4369667.000000 Penalty: 5433.788086
	Iteration 45Q: 3 clusters Score -4369667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56212 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4369667.000000 Penalty: 5433.788086
	Iteration 46F: 3 clusters Score -4369667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Entering Unmasked Estep 
Score: -138229.781250 Penalty: 1888.349365
	Iteration 0F: 2 clusters Score -138229.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -135589.375000 Penalty: 3776.698730
	Iteration 0F: 3 clusters Score -135589.4 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -136055.343750 Penalty: 3776.698730
	Iteration 1F: 3 clusters Score -136055.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -136215.750000 Penalty: 3776.698730
	Iteration 2F: 3 clusters Score -136215.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -136319.703125 Penalty: 3776.698730
	Iteration 3Q: 3 clusters Score -136319.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -136415.015625 Penalty: 3776.698730
	Iteration 4Q: 3 clusters Score -136415 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -136509.984375 Penalty: 3776.698730
	Iteration 5Q: 3 clusters Score -136510 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -136633.531250 Penalty: 3776.698730
	Iteration 6Q: 3 clusters Score -136633.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -136772.468750 Penalty: 3776.698730
	Iteration 7Q: 3 clusters Score -136772.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -136908.625000 Penalty: 3776.698730
	Iteration 8Q: 3 clusters Score -136908.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -137062.546875 Penalty: 3776.698730
	Iteration 9Q: 3 clusters Score -137062.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -137209.625000 Penalty: 3776.698730
	Iteration 10Q: 3 clusters Score -137209.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -137360.765625 Penalty: 3776.698730
	Iteration 11Q: 3 clusters Score -137360.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -137515.062500 Penalty: 3776.698730
	Iteration 12Q: 3 clusters Score -137515.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -137648.796875 Penalty: 3776.698730
	Iteration 13Q: 3 clusters Score -137648.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -137724.687500 Penalty: 3776.698730
	Iteration 14Q: 3 clusters Score -137724.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -137743.890625 Penalty: 3776.698730
	Iteration 15Q: 3 clusters Score -137743.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -137758.953125 Penalty: 3776.698730
	Iteration 16Q: 3 clusters Score -137759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -137768.046875 Penalty: 3776.698730
	Iteration 17Q: 3 clusters Score -137768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -137775.781250 Penalty: 3776.698730
	Iteration 18Q: 3 clusters Score -137775.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -137783.406250 Penalty: 3776.698730
	Iteration 19Q: 3 clusters Score -137783.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -137784.953125 Penalty: 3776.698730
	Iteration 20F: 3 clusters Score -137785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -137787.875000 Penalty: 3776.698730
	Iteration 21Q: 3 clusters Score -137787.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -137789.578125 Penalty: 3776.698730
	Iteration 22Q: 3 clusters Score -137789.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -137790.796875 Penalty: 3776.698730
	Iteration 23Q: 3 clusters Score -137790.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -137790.796875 Penalty: 3776.698730
	Iteration 24F: 3 clusters Score -137790.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Entering Unmasked Estep 
Score: -663802.937500 Penalty: 2267.231201
	Iteration 0F: 2 clusters Score -663802.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -656529.812500 Penalty: 4534.462402
	Iteration 0F: 3 clusters Score -656529.8 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -658691.125000 Penalty: 4534.462402
	Iteration 1F: 3 clusters Score -658691.1 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -659103.375000 Penalty: 4534.462402
	Iteration 2F: 3 clusters Score -659103.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -659503.750000 Penalty: 4534.462402
	Iteration 3F: 3 clusters Score -659503.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -659912.375000 Penalty: 4534.462402
	Iteration 4F: 3 clusters Score -659912.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -660319.312500 Penalty: 4534.462402
	Iteration 5F: 3 clusters Score -660319.3 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -660686.250000 Penalty: 4534.462402
	Iteration 6F: 3 clusters Score -660686.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -660971.500000 Penalty: 4534.462402
	Iteration 7Q: 3 clusters Score -660971.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -661224.375000 Penalty: 4534.462402
	Iteration 8Q: 3 clusters Score -661224.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -661446.312500 Penalty: 4534.462402
	Iteration 9Q: 3 clusters Score -661446.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -661682.375000 Penalty: 4534.462402
	Iteration 10Q: 3 clusters Score -661682.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -661910.687500 Penalty: 4534.462402
	Iteration 11Q: 3 clusters Score -661910.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -662119.687500 Penalty: 4534.462402
	Iteration 12Q: 3 clusters Score -662119.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -662253.437500 Penalty: 4534.462402
	Iteration 13Q: 3 clusters Score -662253.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -662334.062500 Penalty: 4534.462402
	Iteration 14Q: 3 clusters Score -662334.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -662408.250000 Penalty: 4534.462402
	Iteration 15Q: 3 clusters Score -662408.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -662470.875000 Penalty: 4534.462402
	Iteration 16Q: 3 clusters Score -662470.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -662509.687500 Penalty: 4534.462402
	Iteration 17Q: 3 clusters Score -662509.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -662535.187500 Penalty: 4534.462402
	Iteration 18Q: 3 clusters Score -662535.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -662553.750000 Penalty: 4534.462402
	Iteration 19Q: 3 clusters Score -662553.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -662563.812500 Penalty: 4534.462402
	Iteration 20F: 3 clusters Score -662563.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -662578.562500 Penalty: 4534.462402
	Iteration 21Q: 3 clusters Score -662578.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -662593.062500 Penalty: 4534.462402
	Iteration 22Q: 3 clusters Score -662593.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -662604.000000 Penalty: 4534.462402
	Iteration 23Q: 3 clusters Score -662604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -662613.187500 Penalty: 4534.462402
	Iteration 24Q: 3 clusters Score -662613.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -662620.187500 Penalty: 4534.462402
	Iteration 25Q: 3 clusters Score -662620.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -662626.687500 Penalty: 4534.462402
	Iteration 26Q: 3 clusters Score -662626.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -662635.250000 Penalty: 4534.462402
	Iteration 27Q: 3 clusters Score -662635.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -662641.437500 Penalty: 4534.462402
	Iteration 28Q: 3 clusters Score -662641.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -662646.500000 Penalty: 4534.462402
	Iteration 29Q: 3 clusters Score -662646.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -662654.875000 Penalty: 4534.462402
	Iteration 30Q: 3 clusters Score -662654.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -662657.437500 Penalty: 4534.462402
	Iteration 31Q: 3 clusters Score -662657.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -662661.562500 Penalty: 4534.462402
	Iteration 32Q: 3 clusters Score -662661.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -662664.125000 Penalty: 4534.462402
	Iteration 33Q: 3 clusters Score -662664.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -662665.500000 Penalty: 4534.462402
	Iteration 34Q: 3 clusters Score -662665.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -662668.375000 Penalty: 4534.462402
	Iteration 35Q: 3 clusters Score -662668.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -662671.750000 Penalty: 4534.462402
	Iteration 36Q: 3 clusters Score -662671.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -662672.250000 Penalty: 4534.462402
	Iteration 37Q: 3 clusters Score -662672.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -662674.062500 Penalty: 4534.462402
	Iteration 38Q: 3 clusters Score -662674.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -662675.375000 Penalty: 4534.462402
	Iteration 39Q: 3 clusters Score -662675.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -662676.187500 Penalty: 4534.462402
	Iteration 40F: 3 clusters Score -662676.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -662678.875000 Penalty: 4534.462402
	Iteration 41Q: 3 clusters Score -662678.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -662681.750000 Penalty: 4534.462402
	Iteration 42Q: 3 clusters Score -662681.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -662683.312500 Penalty: 4534.462402
	Iteration 43Q: 3 clusters Score -662683.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -662685.437500 Penalty: 4534.462402
	Iteration 44Q: 3 clusters Score -662685.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -662686.875000 Penalty: 4534.462402
	Iteration 45Q: 3 clusters Score -662686.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -662686.875000 Penalty: 4534.462402
	Iteration 46Q: 3 clusters Score -662686.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -662688.937500 Penalty: 4534.462402
	Iteration 47Q: 3 clusters Score -662688.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -662689.625000 Penalty: 4534.462402
	Iteration 48Q: 3 clusters Score -662689.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -662691.250000 Penalty: 4534.462402
	Iteration 49Q: 3 clusters Score -662691.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -662690.437500 Penalty: 4534.462402
	Iteration 50Q: 3 clusters Score -662690.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -662692.500000 Penalty: 4534.462402
	Iteration 51Q: 3 clusters Score -662692.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -662693.562500 Penalty: 4534.462402
	Iteration 52Q: 3 clusters Score -662693.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -662696.125000 Penalty: 4534.462402
	Iteration 53Q: 3 clusters Score -662696.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -662695.687500 Penalty: 4534.462402
	Iteration 54Q: 3 clusters Score -662695.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -662697.625000 Penalty: 4534.462402
	Iteration 55Q: 3 clusters Score -662697.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -662699.562500 Penalty: 4534.462402
	Iteration 56Q: 3 clusters Score -662699.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -662699.937500 Penalty: 4534.462402
	Iteration 57Q: 3 clusters Score -662699.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -662704.187500 Penalty: 4534.462402
	Iteration 58Q: 3 clusters Score -662704.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -662705.687500 Penalty: 4534.462402
	Iteration 59Q: 3 clusters Score -662705.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -662711.812500 Penalty: 4534.462402
	Iteration 60F: 3 clusters Score -662711.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -662715.187500 Penalty: 4534.462402
	Iteration 61Q: 3 clusters Score -662715.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -662721.000000 Penalty: 4534.462402
	Iteration 62Q: 3 clusters Score -662721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -662725.187500 Penalty: 4534.462402
	Iteration 63Q: 3 clusters Score -662725.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -662730.250000 Penalty: 4534.462402
	Iteration 64Q: 3 clusters Score -662730.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -662731.875000 Penalty: 4534.462402
	Iteration 65Q: 3 clusters Score -662731.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -662734.312500 Penalty: 4534.462402
	Iteration 66Q: 3 clusters Score -662734.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -662736.250000 Penalty: 4534.462402
	Iteration 67Q: 3 clusters Score -662736.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -662739.500000 Penalty: 4534.462402
	Iteration 68Q: 3 clusters Score -662739.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -662739.875000 Penalty: 4534.462402
	Iteration 69Q: 3 clusters Score -662739.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -662739.375000 Penalty: 4534.462402
	Iteration 70Q: 3 clusters Score -662739.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -662743.375000 Penalty: 4534.462402
	Iteration 71Q: 3 clusters Score -662743.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -662745.187500 Penalty: 4534.462402
	Iteration 72Q: 3 clusters Score -662745.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -662747.250000 Penalty: 4534.462402
	Iteration 73Q: 3 clusters Score -662747.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -662748.875000 Penalty: 4534.462402
	Iteration 74Q: 3 clusters Score -662748.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -662749.500000 Penalty: 4534.462402
	Iteration 75Q: 3 clusters Score -662749.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -662751.000000 Penalty: 4534.462402
	Iteration 76Q: 3 clusters Score -662751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -662751.000000 Penalty: 4534.462402
	Iteration 77Q: 3 clusters Score -662751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -662752.250000 Penalty: 4534.462402
	Iteration 78Q: 3 clusters Score -662752.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -662753.500000 Penalty: 4534.462402
	Iteration 79Q: 3 clusters Score -662753.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -662752.812500 Penalty: 4534.462402
	Iteration 80F: 3 clusters Score -662752.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -662752.812500 Penalty: 4534.462402
	Iteration 81Q: 3 clusters Score -662752.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -662752.812500 Penalty: 4534.462402
	Iteration 82F: 3 clusters Score -662752.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Entering Unmasked Estep 
Score: -217514.140625 Penalty: 1994.429932
	Iteration 0F: 2 clusters Score -217514.1 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 1592 members 
Entering Unmasked Estep 
Score: -214127.031250 Penalty: 3988.859863
	Iteration 0F: 3 clusters Score -214127 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -214987.515625 Penalty: 3988.859863
	Iteration 1F: 3 clusters Score -214987.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -215434.171875 Penalty: 3988.859863
	Iteration 2F: 3 clusters Score -215434.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -215715.218750 Penalty: 3988.859863
	Iteration 3F: 3 clusters Score -215715.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -215883.828125 Penalty: 3988.859863
	Iteration 4Q: 3 clusters Score -215883.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -215990.140625 Penalty: 3988.859863
	Iteration 5Q: 3 clusters Score -215990.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -216058.921875 Penalty: 3988.859863
	Iteration 6Q: 3 clusters Score -216058.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -216102.437500 Penalty: 3988.859863
	Iteration 7Q: 3 clusters Score -216102.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -216136.281250 Penalty: 3988.859863
	Iteration 8Q: 3 clusters Score -216136.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -216161.890625 Penalty: 3988.859863
	Iteration 9Q: 3 clusters Score -216161.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -216186.109375 Penalty: 3988.859863
	Iteration 10Q: 3 clusters Score -216186.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -216206.468750 Penalty: 3988.859863
	Iteration 11Q: 3 clusters Score -216206.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -216221.671875 Penalty: 3988.859863
	Iteration 12Q: 3 clusters Score -216221.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -216235.640625 Penalty: 3988.859863
	Iteration 13Q: 3 clusters Score -216235.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -216252.265625 Penalty: 3988.859863
	Iteration 14Q: 3 clusters Score -216252.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -216264.687500 Penalty: 3988.859863
	Iteration 15Q: 3 clusters Score -216264.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -216278.312500 Penalty: 3988.859863
	Iteration 16Q: 3 clusters Score -216278.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -216285.718750 Penalty: 3988.859863
	Iteration 17Q: 3 clusters Score -216285.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -216291.000000 Penalty: 3988.859863
	Iteration 18Q: 3 clusters Score -216291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -216299.265625 Penalty: 3988.859863
	Iteration 19Q: 3 clusters Score -216299.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -216305.140625 Penalty: 3988.859863
	Iteration 20F: 3 clusters Score -216305.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -216312.218750 Penalty: 3988.859863
	Iteration 21Q: 3 clusters Score -216312.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -216319.687500 Penalty: 3988.859863
	Iteration 22Q: 3 clusters Score -216319.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -216330.921875 Penalty: 3988.859863
	Iteration 23Q: 3 clusters Score -216330.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -216335.687500 Penalty: 3988.859863
	Iteration 24Q: 3 clusters Score -216335.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -216339.484375 Penalty: 3988.859863
	Iteration 25Q: 3 clusters Score -216339.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -216343.500000 Penalty: 3988.859863
	Iteration 26Q: 3 clusters Score -216343.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -216347.765625 Penalty: 3988.859863
	Iteration 27Q: 3 clusters Score -216347.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -216350.937500 Penalty: 3988.859863
	Iteration 28Q: 3 clusters Score -216350.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -216355.640625 Penalty: 3988.859863
	Iteration 29Q: 3 clusters Score -216355.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -216362.656250 Penalty: 3988.859863
	Iteration 30Q: 3 clusters Score -216362.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -216365.859375 Penalty: 3988.859863
	Iteration 31Q: 3 clusters Score -216365.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -216368.031250 Penalty: 3988.859863
	Iteration 32Q: 3 clusters Score -216368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -216371.046875 Penalty: 3988.859863
	Iteration 33Q: 3 clusters Score -216371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -216372.046875 Penalty: 3988.859863
	Iteration 34Q: 3 clusters Score -216372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -216372.234375 Penalty: 3988.859863
	Iteration 35Q: 3 clusters Score -216372.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -216372.234375 Penalty: 3988.859863
	Iteration 36F: 3 clusters Score -216372.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Entering Unmasked Estep 
Score: -633867.625000 Penalty: 2246.846680
	Iteration 0F: 2 clusters Score -633867.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -627067.937500 Penalty: 4493.693359
	Iteration 0F: 3 clusters Score -627067.9 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -629122.937500 Penalty: 4493.693359
	Iteration 1F: 3 clusters Score -629122.9 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -629447.437500 Penalty: 4493.693359
	Iteration 2F: 3 clusters Score -629447.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -629709.562500 Penalty: 4493.693359
	Iteration 3F: 3 clusters Score -629709.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -629927.000000 Penalty: 4493.693359
	Iteration 4Q: 3 clusters Score -629927 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -630141.500000 Penalty: 4493.693359
	Iteration 5Q: 3 clusters Score -630141.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -630400.000000 Penalty: 4493.693359
	Iteration 6Q: 3 clusters Score -630400 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -630686.937500 Penalty: 4493.693359
	Iteration 7Q: 3 clusters Score -630686.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -631021.625000 Penalty: 4493.693359
	Iteration 8Q: 3 clusters Score -631021.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -631472.562500 Penalty: 4493.693359
	Iteration 9F: 3 clusters Score -631472.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -631927.812500 Penalty: 4493.693359
	Iteration 10Q: 3 clusters Score -631927.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -632404.000000 Penalty: 4493.693359
	Iteration 11Q: 3 clusters Score -632404 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -632966.125000 Penalty: 4493.693359
	Iteration 12Q: 3 clusters Score -632966.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -633533.437500 Penalty: 4493.693359
	Iteration 13Q: 3 clusters Score -633533.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -633981.375000 Penalty: 4493.693359
	Iteration 14Q: 3 clusters Score -633981.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -634219.500000 Penalty: 4493.693359
	Iteration 15Q: 3 clusters Score -634219.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -634326.437500 Penalty: 4493.693359
	Iteration 16Q: 3 clusters Score -634326.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -634353.250000 Penalty: 4493.693359
	Iteration 17Q: 3 clusters Score -634353.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -634366.000000 Penalty: 4493.693359
	Iteration 18Q: 3 clusters Score -634366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -634373.000000 Penalty: 4493.693359
	Iteration 19Q: 3 clusters Score -634373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -634379.000000 Penalty: 4493.693359
	Iteration 20F: 3 clusters Score -634379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -634381.500000 Penalty: 4493.693359
	Iteration 21Q: 3 clusters Score -634381.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -634382.937500 Penalty: 4493.693359
	Iteration 22Q: 3 clusters Score -634382.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -634384.937500 Penalty: 4493.693359
	Iteration 23Q: 3 clusters Score -634384.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -634384.937500 Penalty: 4493.693359
	Iteration 24F: 3 clusters Score -634384.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 255032 members 
Mstep: Class 2 contains 36162 members 
Mstep: Class 3 contains 99885 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14239 members 
Mstep: Class 6 contains 19806 members 
Mstep: Class 7 contains 19155 members 
Mstep: Class 8 contains 31037 members 
Mstep: Class 9 contains 27313 members 
Mstep: Class 10 contains 131806 members 
Mstep: Class 11 contains 1155 members 
Mstep: Class 12 contains 91038 members 
Mstep: Class 13 contains 206396 members 
Mstep: Class 14 contains 1907 members 
Mstep: Class 15 contains 13007 members 
Mstep: Class 16 contains 57252 members 
Mstep: Class 17 contains 2027 members 
Mstep: Class 18 contains 9340 members 
Mstep: Class 19 contains 3109 members 
Mstep: Class 20 contains 5103 members 
Mstep: Class 21 contains 3621 members 
Mstep: Class 22 contains 4515 members 
Mstep: Class 23 contains 230893 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 41423 members 
Mstep: Class 26 contains 4716 members 
Mstep: Class 27 contains 3215 members 
Mstep: Class 28 contains 18183 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7747 members 
Mstep: Class 32 contains 2649 members 
Mstep: Class 33 contains 1982 members 
Mstep: Class 34 contains 11540 members 
Mstep: Class 35 contains 2514 members 
Mstep: Class 36 contains 971 members 
Mstep: Class 37 contains 3798 members 
Mstep: Class 38 contains 17243 members 
Mstep: Class 39 contains 1719 members 
Mstep: Class 40 contains 4744 members 
Mstep: Class 41 contains 1549 members 
Mstep: Class 42 contains 10246 members 
Mstep: Class 43 contains 3037 members 
Mstep: Class 44 contains 3500 members 
Entering Unmasked Estep 
Score: -102299104.000000 Penalty: 154550.578125
Splitting cluster 20 changes total score from -102299760.000000 to -102299104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (3621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Entering Unmasked Estep 
Score: -261542.296875 Penalty: 2032.237427
	Iteration 0F: 2 clusters Score -261542.3 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 1820 members 
Entering Unmasked Estep 
Score: -257932.703125 Penalty: 4064.474854
	Iteration 0F: 3 clusters Score -257932.7 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -258854.796875 Penalty: 4064.474854
	Iteration 1F: 3 clusters Score -258854.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -259205.546875 Penalty: 4064.474854
	Iteration 2F: 3 clusters Score -259205.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -259497.375000 Penalty: 4064.474854
	Iteration 3F: 3 clusters Score -259497.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -259740.468750 Penalty: 4064.474854
	Iteration 4F: 3 clusters Score -259740.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -259920.500000 Penalty: 4064.474854
	Iteration 5Q: 3 clusters Score -259920.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -260060.359375 Penalty: 4064.474854
	Iteration 6Q: 3 clusters Score -260060.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -260151.859375 Penalty: 4064.474854
	Iteration 7Q: 3 clusters Score -260151.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -260204.156250 Penalty: 4064.474854
	Iteration 8Q: 3 clusters Score -260204.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -260236.656250 Penalty: 4064.474854
	Iteration 9Q: 3 clusters Score -260236.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -260258.171875 Penalty: 4064.474854
	Iteration 10Q: 3 clusters Score -260258.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -260271.625000 Penalty: 4064.474854
	Iteration 11Q: 3 clusters Score -260271.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -260280.437500 Penalty: 4064.474854
	Iteration 12Q: 3 clusters Score -260280.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -260284.875000 Penalty: 4064.474854
	Iteration 13Q: 3 clusters Score -260284.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -260290.578125 Penalty: 4064.474854
	Iteration 14Q: 3 clusters Score -260290.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -260293.250000 Penalty: 4064.474854
	Iteration 15Q: 3 clusters Score -260293.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -260295.218750 Penalty: 4064.474854
	Iteration 16Q: 3 clusters Score -260295.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -260296.796875 Penalty: 4064.474854
	Iteration 17Q: 3 clusters Score -260296.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -260297.968750 Penalty: 4064.474854
	Iteration 18Q: 3 clusters Score -260298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -260299.656250 Penalty: 4064.474854
	Iteration 19Q: 3 clusters Score -260299.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -260300.640625 Penalty: 4064.474854
	Iteration 20F: 3 clusters Score -260300.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -260301.000000 Penalty: 4064.474854
	Iteration 21Q: 3 clusters Score -260301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -260301.468750 Penalty: 4064.474854
	Iteration 22Q: 3 clusters Score -260301.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -260301.468750 Penalty: 4064.474854
	Iteration 23F: 3 clusters Score -260301.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Entering Unmasked Estep 
Score: -276369.000000 Penalty: 2086.959717
	Iteration 0F: 2 clusters Score -276369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -272117.062500 Penalty: 4173.919434
	Iteration 0F: 3 clusters Score -272117.1 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -273105.343750 Penalty: 4173.919434
	Iteration 1F: 3 clusters Score -273105.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -273346.093750 Penalty: 4173.919434
	Iteration 2F: 3 clusters Score -273346.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -273544.343750 Penalty: 4173.919434
	Iteration 3F: 3 clusters Score -273544.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -273711.312500 Penalty: 4173.919434
	Iteration 4F: 3 clusters Score -273711.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -273867.312500 Penalty: 4173.919434
	Iteration 5Q: 3 clusters Score -273867.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -274022.437500 Penalty: 4173.919434
	Iteration 6Q: 3 clusters Score -274022.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -274163.562500 Penalty: 4173.919434
	Iteration 7Q: 3 clusters Score -274163.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -274306.125000 Penalty: 4173.919434
	Iteration 8Q: 3 clusters Score -274306.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -274447.656250 Penalty: 4173.919434
	Iteration 9Q: 3 clusters Score -274447.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -274571.937500 Penalty: 4173.919434
	Iteration 10Q: 3 clusters Score -274571.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -274655.093750 Penalty: 4173.919434
	Iteration 11Q: 3 clusters Score -274655.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -274720.625000 Penalty: 4173.919434
	Iteration 12Q: 3 clusters Score -274720.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -274772.125000 Penalty: 4173.919434
	Iteration 13Q: 3 clusters Score -274772.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -274805.187500 Penalty: 4173.919434
	Iteration 14Q: 3 clusters Score -274805.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -274833.000000 Penalty: 4173.919434
	Iteration 15Q: 3 clusters Score -274833 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -274850.843750 Penalty: 4173.919434
	Iteration 16Q: 3 clusters Score -274850.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -274865.906250 Penalty: 4173.919434
	Iteration 17Q: 3 clusters Score -274865.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -274874.593750 Penalty: 4173.919434
	Iteration 18Q: 3 clusters Score -274874.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -274878.593750 Penalty: 4173.919434
	Iteration 19Q: 3 clusters Score -274878.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -274882.437500 Penalty: 4173.919434
	Iteration 20F: 3 clusters Score -274882.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -274885.375000 Penalty: 4173.919434
	Iteration 21Q: 3 clusters Score -274885.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -274887.656250 Penalty: 4173.919434
	Iteration 22Q: 3 clusters Score -274887.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -274891.062500 Penalty: 4173.919434
	Iteration 23Q: 3 clusters Score -274891.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -274893.312500 Penalty: 4173.919434
	Iteration 24Q: 3 clusters Score -274893.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -274897.093750 Penalty: 4173.919434
	Iteration 25Q: 3 clusters Score -274897.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -274901.843750 Penalty: 4173.919434
	Iteration 26Q: 3 clusters Score -274901.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -274905.843750 Penalty: 4173.919434
	Iteration 27Q: 3 clusters Score -274905.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -274909.156250 Penalty: 4173.919434
	Iteration 28Q: 3 clusters Score -274909.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -274914.500000 Penalty: 4173.919434
	Iteration 29Q: 3 clusters Score -274914.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -274920.218750 Penalty: 4173.919434
	Iteration 30Q: 3 clusters Score -274920.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -274923.062500 Penalty: 4173.919434
	Iteration 31Q: 3 clusters Score -274923.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -274926.531250 Penalty: 4173.919434
	Iteration 32Q: 3 clusters Score -274926.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -274931.781250 Penalty: 4173.919434
	Iteration 33Q: 3 clusters Score -274931.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -274935.875000 Penalty: 4173.919434
	Iteration 34Q: 3 clusters Score -274935.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -274938.812500 Penalty: 4173.919434
	Iteration 35Q: 3 clusters Score -274938.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -274941.781250 Penalty: 4173.919434
	Iteration 36Q: 3 clusters Score -274941.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -274944.468750 Penalty: 4173.919434
	Iteration 37Q: 3 clusters Score -274944.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -274945.906250 Penalty: 4173.919434
	Iteration 38Q: 3 clusters Score -274945.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -274946.937500 Penalty: 4173.919434
	Iteration 39Q: 3 clusters Score -274946.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -274947.718750 Penalty: 4173.919434
	Iteration 40F: 3 clusters Score -274947.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -274948.937500 Penalty: 4173.919434
	Iteration 41Q: 3 clusters Score -274948.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -274950.656250 Penalty: 4173.919434
	Iteration 42Q: 3 clusters Score -274950.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -274950.406250 Penalty: 4173.919434
	Iteration 43Q: 3 clusters Score -274950.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -274952.437500 Penalty: 4173.919434
	Iteration 44Q: 3 clusters Score -274952.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -274954.375000 Penalty: 4173.919434
	Iteration 45Q: 3 clusters Score -274954.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -274955.375000 Penalty: 4173.919434
	Iteration 46Q: 3 clusters Score -274955.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -274956.125000 Penalty: 4173.919434
	Iteration 47Q: 3 clusters Score -274956.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -274956.281250 Penalty: 4173.919434
	Iteration 48Q: 3 clusters Score -274956.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -274957.406250 Penalty: 4173.919434
	Iteration 49Q: 3 clusters Score -274957.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -274958.593750 Penalty: 4173.919434
	Iteration 50Q: 3 clusters Score -274958.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -274960.875000 Penalty: 4173.919434
	Iteration 51Q: 3 clusters Score -274960.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -274963.250000 Penalty: 4173.919434
	Iteration 52Q: 3 clusters Score -274963.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -274969.656250 Penalty: 4173.919434
	Iteration 53Q: 3 clusters Score -274969.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -274975.343750 Penalty: 4173.919434
	Iteration 54Q: 3 clusters Score -274975.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -274977.437500 Penalty: 4173.919434
	Iteration 55Q: 3 clusters Score -274977.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -274979.125000 Penalty: 4173.919434
	Iteration 56Q: 3 clusters Score -274979.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -274981.343750 Penalty: 4173.919434
	Iteration 57Q: 3 clusters Score -274981.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -274981.562500 Penalty: 4173.919434
	Iteration 58Q: 3 clusters Score -274981.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -274981.562500 Penalty: 4173.919434
	Iteration 59F: 3 clusters Score -274981.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (230893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230893 members 
Entering Unmasked Estep 
Score: -17727930.000000 Penalty: 3062.728027
	Iteration 0F: 2 clusters Score -1.772793e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115555 members 
Mstep: Class 2 contains 115338 members 
Entering Unmasked Estep 
Score: -17572962.000000 Penalty: 6125.456055
	Iteration 0F: 3 clusters Score -1.757296e+07 nChanged 111020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116553 members 
Mstep: Class 2 contains 114340 members 
Entering Unmasked Estep 
Score: -17637538.000000 Penalty: 6125.456055
	Iteration 1F: 3 clusters Score -1.763754e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117226 members 
Mstep: Class 2 contains 113667 members 
Entering Unmasked Estep 
Score: -17638432.000000 Penalty: 6125.456055
	Iteration 2Q: 3 clusters Score -1.763843e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118258 members 
Mstep: Class 2 contains 112635 members 
Entering Unmasked Estep 
Score: -17639450.000000 Penalty: 6125.456055
	Iteration 3Q: 3 clusters Score -1.763945e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119763 members 
Mstep: Class 2 contains 111130 members 
Entering Unmasked Estep 
Score: -17640700.000000 Penalty: 6125.456055
	Iteration 4Q: 3 clusters Score -1.76407e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122049 members 
Mstep: Class 2 contains 108844 members 
Entering Unmasked Estep 
Score: -17642124.000000 Penalty: 6125.456055
	Iteration 5Q: 3 clusters Score -1.764212e+07 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125538 members 
Mstep: Class 2 contains 105355 members 
Entering Unmasked Estep 
Score: -17644562.000000 Penalty: 6125.456055
	Iteration 6Q: 3 clusters Score -1.764456e+07 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130772 members 
Mstep: Class 2 contains 100121 members 
Entering Unmasked Estep 
Score: -17648640.000000 Penalty: 6125.456055
	Iteration 7Q: 3 clusters Score -1.764864e+07 nChanged 11120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138000 members 
Mstep: Class 2 contains 92893 members 
Entering Unmasked Estep 
Score: -17655056.000000 Penalty: 6125.456055
	Iteration 8Q: 3 clusters Score -1.765506e+07 nChanged 13394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147172 members 
Mstep: Class 2 contains 83721 members 
Entering Unmasked Estep 
Score: -17664640.000000 Penalty: 6125.456055
	Iteration 9F: 3 clusters Score -1.766464e+07 nChanged 14560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156824 members 
Mstep: Class 2 contains 74069 members 
Entering Unmasked Estep 
Score: -17675926.000000 Penalty: 6125.456055
	Iteration 10F: 3 clusters Score -1.767593e+07 nChanged 13694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165178 members 
Mstep: Class 2 contains 65715 members 
Entering Unmasked Estep 
Score: -17685292.000000 Penalty: 6125.456055
	Iteration 11F: 3 clusters Score -1.768529e+07 nChanged 10761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171575 members 
Mstep: Class 2 contains 59318 members 
Entering Unmasked Estep 
Score: -17691276.000000 Penalty: 6125.456055
	Iteration 12Q: 3 clusters Score -1.769128e+07 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176898 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -17694626.000000 Penalty: 6125.456055
	Iteration 13Q: 3 clusters Score -1.769463e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182065 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -17696994.000000 Penalty: 6125.456055
	Iteration 14Q: 3 clusters Score -1.769699e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187138 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -17699168.000000 Penalty: 6125.456055
	Iteration 15Q: 3 clusters Score -1.769917e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192270 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -17701582.000000 Penalty: 6125.456055
	Iteration 16Q: 3 clusters Score -1.770158e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197438 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -17703956.000000 Penalty: 6125.456055
	Iteration 17Q: 3 clusters Score -1.770396e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202588 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -17706708.000000 Penalty: 6125.456055
	Iteration 18Q: 3 clusters Score -1.770671e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207673 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -17709614.000000 Penalty: 6125.456055
	Iteration 19Q: 3 clusters Score -1.770961e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212570 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -17712824.000000 Penalty: 6125.456055
	Iteration 20F: 3 clusters Score -1.771282e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217147 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -17716000.000000 Penalty: 6125.456055
	Iteration 21Q: 3 clusters Score -1.7716e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221019 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -17718750.000000 Penalty: 6125.456055
	Iteration 22Q: 3 clusters Score -1.771875e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224172 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -17721066.000000 Penalty: 6125.456055
	Iteration 23Q: 3 clusters Score -1.772107e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226504 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -17722764.000000 Penalty: 6125.456055
	Iteration 24Q: 3 clusters Score -1.772276e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228090 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -17723874.000000 Penalty: 6125.456055
	Iteration 25Q: 3 clusters Score -1.772387e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228997 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -17724436.000000 Penalty: 6125.456055
	Iteration 26Q: 3 clusters Score -1.772444e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229526 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -17724760.000000 Penalty: 6125.456055
	Iteration 27Q: 3 clusters Score -1.772476e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229810 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -17724910.000000 Penalty: 6125.456055
	Iteration 28Q: 3 clusters Score -1.772491e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229982 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -17725044.000000 Penalty: 6125.456055
	Iteration 29Q: 3 clusters Score -1.772504e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230081 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -17725150.000000 Penalty: 6125.456055
	Iteration 30Q: 3 clusters Score -1.772515e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230172 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -17725220.000000 Penalty: 6125.456055
	Iteration 31Q: 3 clusters Score -1.772522e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230223 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -17725294.000000 Penalty: 6125.456055
	Iteration 32Q: 3 clusters Score -1.772529e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230262 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -17725324.000000 Penalty: 6125.456055
	Iteration 33Q: 3 clusters Score -1.772532e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230286 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -17725320.000000 Penalty: 6125.456055
	Iteration 34Q: 3 clusters Score -1.772532e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230306 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -17725342.000000 Penalty: 6125.456055
	Iteration 35Q: 3 clusters Score -1.772534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230314 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -17725338.000000 Penalty: 6125.456055
	Iteration 36Q: 3 clusters Score -1.772534e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230326 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -17725356.000000 Penalty: 6125.456055
	Iteration 37Q: 3 clusters Score -1.772536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230329 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -17725364.000000 Penalty: 6125.456055
	Iteration 38Q: 3 clusters Score -1.772536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230330 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -17725372.000000 Penalty: 6125.456055
	Iteration 39Q: 3 clusters Score -1.772537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230333 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -17725374.000000 Penalty: 6125.456055
	Iteration 40F: 3 clusters Score -1.772537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230335 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -17725378.000000 Penalty: 6125.456055
	Iteration 41Q: 3 clusters Score -1.772538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230339 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -17725374.000000 Penalty: 6125.456055
	Iteration 42Q: 3 clusters Score -1.772537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230341 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -17725374.000000 Penalty: 6125.456055
	Iteration 43Q: 3 clusters Score -1.772537e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230341 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -17725374.000000 Penalty: 6125.456055
	Iteration 44F: 3 clusters Score -1.772537e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Entering Unmasked Estep 
Score: -395521.531250 Penalty: 2138.189941
	Iteration 0F: 2 clusters Score -395521.5 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 2751 members 
Entering Unmasked Estep 
Score: -390704.562500 Penalty: 4276.379883
	Iteration 0F: 3 clusters Score -390704.6 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -391987.375000 Penalty: 4276.379883
	Iteration 1F: 3 clusters Score -391987.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -392384.093750 Penalty: 4276.379883
	Iteration 2F: 3 clusters Score -392384.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -392775.968750 Penalty: 4276.379883
	Iteration 3F: 3 clusters Score -392776 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -393161.843750 Penalty: 4276.379883
	Iteration 4F: 3 clusters Score -393161.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -393563.500000 Penalty: 4276.379883
	Iteration 5F: 3 clusters Score -393563.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -394018.656250 Penalty: 4276.379883
	Iteration 6F: 3 clusters Score -394018.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -394394.250000 Penalty: 4276.379883
	Iteration 7F: 3 clusters Score -394394.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -394614.281250 Penalty: 4276.379883
	Iteration 8Q: 3 clusters Score -394614.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -394726.437500 Penalty: 4276.379883
	Iteration 9Q: 3 clusters Score -394726.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -394799.031250 Penalty: 4276.379883
	Iteration 10Q: 3 clusters Score -394799 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -394846.812500 Penalty: 4276.379883
	Iteration 11Q: 3 clusters Score -394846.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -394874.312500 Penalty: 4276.379883
	Iteration 12Q: 3 clusters Score -394874.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -394893.281250 Penalty: 4276.379883
	Iteration 13Q: 3 clusters Score -394893.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -394910.968750 Penalty: 4276.379883
	Iteration 14Q: 3 clusters Score -394911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -394919.062500 Penalty: 4276.379883
	Iteration 15Q: 3 clusters Score -394919.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -394925.406250 Penalty: 4276.379883
	Iteration 16Q: 3 clusters Score -394925.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -394932.281250 Penalty: 4276.379883
	Iteration 17Q: 3 clusters Score -394932.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -394937.218750 Penalty: 4276.379883
	Iteration 18Q: 3 clusters Score -394937.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -394939.062500 Penalty: 4276.379883
	Iteration 19Q: 3 clusters Score -394939.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -394940.968750 Penalty: 4276.379883
	Iteration 20F: 3 clusters Score -394941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -394943.593750 Penalty: 4276.379883
	Iteration 21Q: 3 clusters Score -394943.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -394944.812500 Penalty: 4276.379883
	Iteration 22Q: 3 clusters Score -394944.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -394944.312500 Penalty: 4276.379883
	Iteration 23Q: 3 clusters Score -394944.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -394944.312500 Penalty: 4276.379883
	Iteration 24F: 3 clusters Score -394944.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (41423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Entering Unmasked Estep 
Score: -3106475.500000 Penalty: 2636.634766
	Iteration 0F: 2 clusters Score -3106476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -3078468.750000 Penalty: 5273.269531
	Iteration 0F: 3 clusters Score -3078469 nChanged 18957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -3088987.750000 Penalty: 5273.269531
	Iteration 1F: 3 clusters Score -3088988 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -3089696.750000 Penalty: 5273.269531
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Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3105491.000000 Penalty: 5273.269531
	Iteration 95Q: 3 clusters Score -3105491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -3105489.250000 Penalty: 5273.269531
	Iteration 96Q: 3 clusters Score -3105489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -3105486.500000 Penalty: 5273.269531
	Iteration 97Q: 3 clusters Score -3105486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -3105487.000000 Penalty: 5273.269531
	Iteration 98Q: 3 clusters Score -3105487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3105487.000000 Penalty: 5273.269531
	Iteration 99Q: 3 clusters Score -3105487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -3105486.000000 Penalty: 5273.269531
	Iteration 100F: 3 clusters Score -3105486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -3105490.000000 Penalty: 5273.269531
	Iteration 101Q: 3 clusters Score -3105490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -3105486.500000 Penalty: 5273.269531
	Iteration 102Q: 3 clusters Score -3105486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -3105483.500000 Penalty: 5273.269531
	Iteration 103Q: 3 clusters Score -3105484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -3105483.250000 Penalty: 5273.269531
	Iteration 104Q: 3 clusters Score -3105483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -3105483.750000 Penalty: 5273.269531
	Iteration 105Q: 3 clusters Score -3105484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -3105490.000000 Penalty: 5273.269531
	Iteration 106Q: 3 clusters Score -3105490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -3105485.250000 Penalty: 5273.269531
	Iteration 107Q: 3 clusters Score -3105485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -3105486.750000 Penalty: 5273.269531
	Iteration 108Q: 3 clusters Score -3105487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -3105485.000000 Penalty: 5273.269531
	Iteration 109Q: 3 clusters Score -3105485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -3105485.750000 Penalty: 5273.269531
	Iteration 110Q: 3 clusters Score -3105486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -3105484.500000 Penalty: 5273.269531
	Iteration 111Q: 3 clusters Score -3105484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -3105484.500000 Penalty: 5273.269531
	Iteration 112Q: 3 clusters Score -3105484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -3105483.750000 Penalty: 5273.269531
	Iteration 113Q: 3 clusters Score -3105484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -3105484.000000 Penalty: 5273.269531
	Iteration 114Q: 3 clusters Score -3105484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -3105484.000000 Penalty: 5273.269531
	Iteration 115F: 3 clusters Score -3105484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Entering Unmasked Estep 
Score: -345670.593750 Penalty: 2097.761719
	Iteration 0F: 2 clusters Score -345670.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -341322.031250 Penalty: 4195.523438
	Iteration 0F: 3 clusters Score -341322 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -342314.343750 Penalty: 4195.523438
	Iteration 1F: 3 clusters Score -342314.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -342537.750000 Penalty: 4195.523438
	Iteration 2F: 3 clusters Score -342537.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -342688.281250 Penalty: 4195.523438
	Iteration 3F: 3 clusters Score -342688.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -342794.531250 Penalty: 4195.523438
	Iteration 4Q: 3 clusters Score -342794.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -342871.125000 Penalty: 4195.523438
	Iteration 5Q: 3 clusters Score -342871.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -342938.875000 Penalty: 4195.523438
	Iteration 6Q: 3 clusters Score -342938.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -343006.250000 Penalty: 4195.523438
	Iteration 7Q: 3 clusters Score -343006.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -343088.875000 Penalty: 4195.523438
	Iteration 8Q: 3 clusters Score -343088.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -343147.843750 Penalty: 4195.523438
	Iteration 9Q: 3 clusters Score -343147.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -343206.000000 Penalty: 4195.523438
	Iteration 10Q: 3 clusters Score -343206 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -343282.156250 Penalty: 4195.523438
	Iteration 11Q: 3 clusters Score -343282.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -343345.343750 Penalty: 4195.523438
	Iteration 12Q: 3 clusters Score -343345.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -343413.343750 Penalty: 4195.523438
	Iteration 13Q: 3 clusters Score -343413.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -343475.250000 Penalty: 4195.523438
	Iteration 14Q: 3 clusters Score -343475.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -343535.031250 Penalty: 4195.523438
	Iteration 15Q: 3 clusters Score -343535 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -343581.718750 Penalty: 4195.523438
	Iteration 16Q: 3 clusters Score -343581.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -343626.000000 Penalty: 4195.523438
	Iteration 17Q: 3 clusters Score -343626 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -343667.343750 Penalty: 4195.523438
	Iteration 18Q: 3 clusters Score -343667.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -343707.843750 Penalty: 4195.523438
	Iteration 19Q: 3 clusters Score -343707.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -343745.781250 Penalty: 4195.523438
	Iteration 20F: 3 clusters Score -343745.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -343777.375000 Penalty: 4195.523438
	Iteration 21Q: 3 clusters Score -343777.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -343804.937500 Penalty: 4195.523438
	Iteration 22Q: 3 clusters Score -343804.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -343835.250000 Penalty: 4195.523438
	Iteration 23Q: 3 clusters Score -343835.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -343869.218750 Penalty: 4195.523438
	Iteration 24Q: 3 clusters Score -343869.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -343909.343750 Penalty: 4195.523438
	Iteration 25Q: 3 clusters Score -343909.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -343949.062500 Penalty: 4195.523438
	Iteration 26Q: 3 clusters Score -343949.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -343994.312500 Penalty: 4195.523438
	Iteration 27Q: 3 clusters Score -343994.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -344046.375000 Penalty: 4195.523438
	Iteration 28Q: 3 clusters Score -344046.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -344097.843750 Penalty: 4195.523438
	Iteration 29Q: 3 clusters Score -344097.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -344151.250000 Penalty: 4195.523438
	Iteration 30Q: 3 clusters Score -344151.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -344224.031250 Penalty: 4195.523438
	Iteration 31Q: 3 clusters Score -344224 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -344278.906250 Penalty: 4195.523438
	Iteration 32Q: 3 clusters Score -344278.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -344311.500000 Penalty: 4195.523438
	Iteration 33Q: 3 clusters Score -344311.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -344331.781250 Penalty: 4195.523438
	Iteration 34Q: 3 clusters Score -344331.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -344352.593750 Penalty: 4195.523438
	Iteration 35Q: 3 clusters Score -344352.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -344375.718750 Penalty: 4195.523438
	Iteration 36Q: 3 clusters Score -344375.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -344385.875000 Penalty: 4195.523438
	Iteration 37Q: 3 clusters Score -344385.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -344391.406250 Penalty: 4195.523438
	Iteration 38Q: 3 clusters Score -344391.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -344393.687500 Penalty: 4195.523438
	Iteration 39Q: 3 clusters Score -344393.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -344396.250000 Penalty: 4195.523438
	Iteration 40F: 3 clusters Score -344396.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -344398.468750 Penalty: 4195.523438
	Iteration 41Q: 3 clusters Score -344398.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -344399.187500 Penalty: 4195.523438
	Iteration 42Q: 3 clusters Score -344399.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -344398.937500 Penalty: 4195.523438
	Iteration 43Q: 3 clusters Score -344398.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -344399.312500 Penalty: 4195.523438
	Iteration 44Q: 3 clusters Score -344399.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -344400.156250 Penalty: 4195.523438
	Iteration 45Q: 3 clusters Score -344400.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -344400.156250 Penalty: 4195.523438
	Iteration 46F: 3 clusters Score -344400.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Entering Unmasked Estep 
Score: -169904.984375 Penalty: 2002.744507
	Iteration 0F: 2 clusters Score -169905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -166630.609375 Penalty: 4005.489014
	Iteration 0F: 3 clusters Score -166630.6 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -167968.500000 Penalty: 4005.489014
	Iteration 1F: 3 clusters Score -167968.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -168715.531250 Penalty: 4005.489014
	Iteration 2F: 3 clusters Score -168715.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -169232.734375 Penalty: 4005.489014
	Iteration 3F: 3 clusters Score -169232.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -169500.843750 Penalty: 4005.489014
	Iteration 4F: 3 clusters Score -169500.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -169639.875000 Penalty: 4005.489014
	Iteration 5Q: 3 clusters Score -169639.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -169707.031250 Penalty: 4005.489014
	Iteration 6Q: 3 clusters Score -169707 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -169737.953125 Penalty: 4005.489014
	Iteration 7Q: 3 clusters Score -169738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -169752.437500 Penalty: 4005.489014
	Iteration 8Q: 3 clusters Score -169752.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -169758.250000 Penalty: 4005.489014
	Iteration 9Q: 3 clusters Score -169758.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -169765.890625 Penalty: 4005.489014
	Iteration 10Q: 3 clusters Score -169765.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -169774.296875 Penalty: 4005.489014
	Iteration 11Q: 3 clusters Score -169774.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -169781.218750 Penalty: 4005.489014
	Iteration 12Q: 3 clusters Score -169781.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -169788.250000 Penalty: 4005.489014
	Iteration 13Q: 3 clusters Score -169788.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -169791.359375 Penalty: 4005.489014
	Iteration 14Q: 3 clusters Score -169791.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -169793.171875 Penalty: 4005.489014
	Iteration 15Q: 3 clusters Score -169793.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -169794.656250 Penalty: 4005.489014
	Iteration 16Q: 3 clusters Score -169794.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -169795.140625 Penalty: 4005.489014
	Iteration 17Q: 3 clusters Score -169795.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -169795.140625 Penalty: 4005.489014
	Iteration 18F: 3 clusters Score -169795.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Entering Unmasked Estep 
Score: -1357224.875000 Penalty: 2432.444336
	Iteration 0F: 2 clusters Score -1357225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1344203.625000 Penalty: 4864.888672
	Iteration 0F: 3 clusters Score -1344204 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1348503.375000 Penalty: 4864.888672
	Iteration 1F: 3 clusters Score -1348503 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1349082.625000 Penalty: 4864.888672
	Iteration 2F: 3 clusters Score -1349083 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1349729.750000 Penalty: 4864.888672
	Iteration 3F: 3 clusters Score -1349730 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1350558.000000 Penalty: 4864.888672
	Iteration 4F: 3 clusters Score -1350558 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1351511.750000 Penalty: 4864.888672
	Iteration 5F: 3 clusters Score -1351512 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1352436.375000 Penalty: 4864.888672
	Iteration 6F: 3 clusters Score -1352436 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1353315.500000 Penalty: 4864.888672
	Iteration 7F: 3 clusters Score -1353316 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1354047.500000 Penalty: 4864.888672
	Iteration 8F: 3 clusters Score -1354048 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1354584.000000 Penalty: 4864.888672
	Iteration 9Q: 3 clusters Score -1354584 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1354919.750000 Penalty: 4864.888672
	Iteration 10Q: 3 clusters Score -1354920 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1355117.125000 Penalty: 4864.888672
	Iteration 11Q: 3 clusters Score -1355117 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1355226.875000 Penalty: 4864.888672
	Iteration 12Q: 3 clusters Score -1355227 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1355289.750000 Penalty: 4864.888672
	Iteration 13Q: 3 clusters Score -1355290 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1355338.500000 Penalty: 4864.888672
	Iteration 14Q: 3 clusters Score -1355338 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1355371.375000 Penalty: 4864.888672
	Iteration 15Q: 3 clusters Score -1355371 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1355400.000000 Penalty: 4864.888672
	Iteration 16Q: 3 clusters Score -1355400 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1355415.250000 Penalty: 4864.888672
	Iteration 17Q: 3 clusters Score -1355415 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1355433.125000 Penalty: 4864.888672
	Iteration 18Q: 3 clusters Score -1355433 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1355446.750000 Penalty: 4864.888672
	Iteration 19Q: 3 clusters Score -1355447 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1355453.750000 Penalty: 4864.888672
	Iteration 20F: 3 clusters Score -1355454 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1355468.375000 Penalty: 4864.888672
	Iteration 21Q: 3 clusters Score -1355468 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1355485.250000 Penalty: 4864.888672
	Iteration 22Q: 3 clusters Score -1355485 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1355496.375000 Penalty: 4864.888672
	Iteration 23Q: 3 clusters Score -1355496 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1355511.875000 Penalty: 4864.888672
	Iteration 24Q: 3 clusters Score -1355512 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1355531.250000 Penalty: 4864.888672
	Iteration 25Q: 3 clusters Score -1355531 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1355548.750000 Penalty: 4864.888672
	Iteration 26Q: 3 clusters Score -1355549 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1355562.000000 Penalty: 4864.888672
	Iteration 27Q: 3 clusters Score -1355562 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1355575.375000 Penalty: 4864.888672
	Iteration 28Q: 3 clusters Score -1355575 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1355595.000000 Penalty: 4864.888672
	Iteration 29Q: 3 clusters Score -1355595 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1355617.125000 Penalty: 4864.888672
	Iteration 30Q: 3 clusters Score -1355617 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1355645.375000 Penalty: 4864.888672
	Iteration 31Q: 3 clusters Score -1355645 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1355666.125000 Penalty: 4864.888672
	Iteration 32Q: 3 clusters Score -1355666 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1355696.875000 Penalty: 4864.888672
	Iteration 33Q: 3 clusters Score -1355697 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1355722.625000 Penalty: 4864.888672
	Iteration 34Q: 3 clusters Score -1355723 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1355752.625000 Penalty: 4864.888672
	Iteration 35Q: 3 clusters Score -1355753 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1355785.375000 Penalty: 4864.888672
	Iteration 36Q: 3 clusters Score -1355785 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1355824.000000 Penalty: 4864.888672
	Iteration 37Q: 3 clusters Score -1355824 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1355866.000000 Penalty: 4864.888672
	Iteration 38Q: 3 clusters Score -1355866 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1355932.500000 Penalty: 4864.888672
	Iteration 39Q: 3 clusters Score -1355932 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1356003.125000 Penalty: 4864.888672
	Iteration 40F: 3 clusters Score -1356003 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1356082.750000 Penalty: 4864.888672
	Iteration 41Q: 3 clusters Score -1356083 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1356175.750000 Penalty: 4864.888672
	Iteration 42Q: 3 clusters Score -1356176 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1356273.000000 Penalty: 4864.888672
	Iteration 43Q: 3 clusters Score -1356273 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1356373.375000 Penalty: 4864.888672
	Iteration 44Q: 3 clusters Score -1356373 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1356468.000000 Penalty: 4864.888672
	Iteration 45Q: 3 clusters Score -1356468 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1356550.125000 Penalty: 4864.888672
	Iteration 46Q: 3 clusters Score -1356550 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1356579.375000 Penalty: 4864.888672
	Iteration 47Q: 3 clusters Score -1356579 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1356605.000000 Penalty: 4864.888672
	Iteration 48Q: 3 clusters Score -1356605 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1356629.125000 Penalty: 4864.888672
	Iteration 49Q: 3 clusters Score -1356629 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1356636.625000 Penalty: 4864.888672
	Iteration 50Q: 3 clusters Score -1356637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1356639.750000 Penalty: 4864.888672
	Iteration 51Q: 3 clusters Score -1356640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1356641.875000 Penalty: 4864.888672
	Iteration 52Q: 3 clusters Score -1356642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1356641.375000 Penalty: 4864.888672
	Iteration 53Q: 3 clusters Score -1356641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1356641.375000 Penalty: 4864.888672
	Iteration 54Q: 3 clusters Score -1356641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1356640.625000 Penalty: 4864.888672
	Iteration 55Q: 3 clusters Score -1356641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1356641.750000 Penalty: 4864.888672
	Iteration 56Q: 3 clusters Score -1356642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1356643.500000 Penalty: 4864.888672
	Iteration 57Q: 3 clusters Score -1356644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1356644.875000 Penalty: 4864.888672
	Iteration 58Q: 3 clusters Score -1356645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1356647.000000 Penalty: 4864.888672
	Iteration 59Q: 3 clusters Score -1356647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1356651.625000 Penalty: 4864.888672
	Iteration 60F: 3 clusters Score -1356652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1356651.500000 Penalty: 4864.888672
	Iteration 61Q: 3 clusters Score -1356652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1356650.000000 Penalty: 4864.888672
	Iteration 62Q: 3 clusters Score -1356650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1356651.875000 Penalty: 4864.888672
	Iteration 63Q: 3 clusters Score -1356652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1356651.375000 Penalty: 4864.888672
	Iteration 64Q: 3 clusters Score -1356651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1356650.750000 Penalty: 4864.888672
	Iteration 65Q: 3 clusters Score -1356651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1356652.250000 Penalty: 4864.888672
	Iteration 66Q: 3 clusters Score -1356652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1356652.250000 Penalty: 4864.888672
	Iteration 67F: 3 clusters Score -1356652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Entering Unmasked Estep 
Score: -176642.312500 Penalty: 1938.271362
	Iteration 0F: 2 clusters Score -176642.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -173768.109375 Penalty: 3876.542725
	Iteration 0F: 3 clusters Score -173768.1 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -174365.265625 Penalty: 3876.542725
	Iteration 1F: 3 clusters Score -174365.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -174538.421875 Penalty: 3876.542725
	Iteration 2F: 3 clusters Score -174538.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -174645.218750 Penalty: 3876.542725
	Iteration 3F: 3 clusters Score -174645.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -174727.359375 Penalty: 3876.542725
	Iteration 4Q: 3 clusters Score -174727.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -174804.109375 Penalty: 3876.542725
	Iteration 5Q: 3 clusters Score -174804.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -174874.250000 Penalty: 3876.542725
	Iteration 6Q: 3 clusters Score -174874.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -174939.484375 Penalty: 3876.542725
	Iteration 7Q: 3 clusters Score -174939.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -175003.093750 Penalty: 3876.542725
	Iteration 8Q: 3 clusters Score -175003.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -175071.734375 Penalty: 3876.542725
	Iteration 9Q: 3 clusters Score -175071.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -175126.968750 Penalty: 3876.542725
	Iteration 10Q: 3 clusters Score -175127 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -175158.781250 Penalty: 3876.542725
	Iteration 11Q: 3 clusters Score -175158.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -175184.750000 Penalty: 3876.542725
	Iteration 12Q: 3 clusters Score -175184.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -175212.953125 Penalty: 3876.542725
	Iteration 13Q: 3 clusters Score -175213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -175239.531250 Penalty: 3876.542725
	Iteration 14Q: 3 clusters Score -175239.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -175260.968750 Penalty: 3876.542725
	Iteration 15Q: 3 clusters Score -175261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -175273.062500 Penalty: 3876.542725
	Iteration 16Q: 3 clusters Score -175273.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -175279.828125 Penalty: 3876.542725
	Iteration 17Q: 3 clusters Score -175279.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -175283.328125 Penalty: 3876.542725
	Iteration 18Q: 3 clusters Score -175283.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -175288.234375 Penalty: 3876.542725
	Iteration 19Q: 3 clusters Score -175288.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -175292.343750 Penalty: 3876.542725
	Iteration 20F: 3 clusters Score -175292.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -175296.593750 Penalty: 3876.542725
	Iteration 21Q: 3 clusters Score -175296.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -175299.046875 Penalty: 3876.542725
	Iteration 22Q: 3 clusters Score -175299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -175302.296875 Penalty: 3876.542725
	Iteration 23Q: 3 clusters Score -175302.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -175305.421875 Penalty: 3876.542725
	Iteration 24Q: 3 clusters Score -175305.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -175307.640625 Penalty: 3876.542725
	Iteration 25Q: 3 clusters Score -175307.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -175309.937500 Penalty: 3876.542725
	Iteration 26Q: 3 clusters Score -175309.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -175309.937500 Penalty: 3876.542725
	Iteration 27F: 3 clusters Score -175309.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -108290.328125 Penalty: 1808.837036
	Iteration 0F: 2 clusters Score -108290.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -106024.453125 Penalty: 3617.674072
	Iteration 0F: 3 clusters Score -106024.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -106370.687500 Penalty: 3617.674072
	Iteration 1F: 3 clusters Score -106370.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -106466.960938 Penalty: 3617.674072
	Iteration 2F: 3 clusters Score -106467 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -106524.773438 Penalty: 3617.674072
	Iteration 3Q: 3 clusters Score -106524.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -106558.351562 Penalty: 3617.674072
	Iteration 4Q: 3 clusters Score -106558.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -106584.523438 Penalty: 3617.674072
	Iteration 5Q: 3 clusters Score -106584.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -106608.460938 Penalty: 3617.674072
	Iteration 6Q: 3 clusters Score -106608.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -106626.640625 Penalty: 3617.674072
	Iteration 7Q: 3 clusters Score -106626.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -106639.007812 Penalty: 3617.674072
	Iteration 8Q: 3 clusters Score -106639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -106649.960938 Penalty: 3617.674072
	Iteration 9Q: 3 clusters Score -106650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -106655.070312 Penalty: 3617.674072
	Iteration 10Q: 3 clusters Score -106655.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -106659.421875 Penalty: 3617.674072
	Iteration 11Q: 3 clusters Score -106659.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -106668.929688 Penalty: 3617.674072
	Iteration 12Q: 3 clusters Score -106668.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -106677.945312 Penalty: 3617.674072
	Iteration 13Q: 3 clusters Score -106677.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -106685.062500 Penalty: 3617.674072
	Iteration 14Q: 3 clusters Score -106685.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -106687.468750 Penalty: 3617.674072
	Iteration 15Q: 3 clusters Score -106687.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -106690.867188 Penalty: 3617.674072
	Iteration 16Q: 3 clusters Score -106690.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -106693.742188 Penalty: 3617.674072
	Iteration 17Q: 3 clusters Score -106693.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -106694.468750 Penalty: 3617.674072
	Iteration 18Q: 3 clusters Score -106694.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -106694.914062 Penalty: 3617.674072
	Iteration 19Q: 3 clusters Score -106694.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -106696.070312 Penalty: 3617.674072
	Iteration 20F: 3 clusters Score -106696.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -106697.359375 Penalty: 3617.674072
	Iteration 21Q: 3 clusters Score -106697.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -106697.359375 Penalty: 3617.674072
	Iteration 22F: 3 clusters Score -106697.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Entering Unmasked Estep 
Score: -535873.312500 Penalty: 2220.855225
	Iteration 0F: 2 clusters Score -535873.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -529607.187500 Penalty: 4441.710449
	Iteration 0F: 3 clusters Score -529607.2 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -531280.812500 Penalty: 4441.710449
	Iteration 1F: 3 clusters Score -531280.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -531551.625000 Penalty: 4441.710449
	Iteration 2F: 3 clusters Score -531551.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -531725.500000 Penalty: 4441.710449
	Iteration 3Q: 3 clusters Score -531725.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -531861.250000 Penalty: 4441.710449
	Iteration 4Q: 3 clusters Score -531861.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -531968.062500 Penalty: 4441.710449
	Iteration 5Q: 3 clusters Score -531968.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -532061.500000 Penalty: 4441.710449
	Iteration 6Q: 3 clusters Score -532061.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -532124.187500 Penalty: 4441.710449
	Iteration 7Q: 3 clusters Score -532124.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -532194.375000 Penalty: 4441.710449
	Iteration 8Q: 3 clusters Score -532194.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -532279.125000 Penalty: 4441.710449
	Iteration 9Q: 3 clusters Score -532279.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -532364.062500 Penalty: 4441.710449
	Iteration 10Q: 3 clusters Score -532364.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -532448.875000 Penalty: 4441.710449
	Iteration 11Q: 3 clusters Score -532448.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -532531.687500 Penalty: 4441.710449
	Iteration 12Q: 3 clusters Score -532531.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -532614.250000 Penalty: 4441.710449
	Iteration 13Q: 3 clusters Score -532614.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -532676.062500 Penalty: 4441.710449
	Iteration 14Q: 3 clusters Score -532676.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -532735.812500 Penalty: 4441.710449
	Iteration 15Q: 3 clusters Score -532735.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -532808.125000 Penalty: 4441.710449
	Iteration 16Q: 3 clusters Score -532808.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -532898.937500 Penalty: 4441.710449
	Iteration 17Q: 3 clusters Score -532898.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -532990.062500 Penalty: 4441.710449
	Iteration 18Q: 3 clusters Score -532990.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -533064.437500 Penalty: 4441.710449
	Iteration 19Q: 3 clusters Score -533064.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -533136.312500 Penalty: 4441.710449
	Iteration 20F: 3 clusters Score -533136.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -533207.375000 Penalty: 4441.710449
	Iteration 21Q: 3 clusters Score -533207.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -533276.625000 Penalty: 4441.710449
	Iteration 22Q: 3 clusters Score -533276.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -533351.750000 Penalty: 4441.710449
	Iteration 23Q: 3 clusters Score -533351.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -533419.250000 Penalty: 4441.710449
	Iteration 24Q: 3 clusters Score -533419.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -533472.687500 Penalty: 4441.710449
	Iteration 25Q: 3 clusters Score -533472.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -533519.000000 Penalty: 4441.710449
	Iteration 26Q: 3 clusters Score -533519 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -533558.312500 Penalty: 4441.710449
	Iteration 27Q: 3 clusters Score -533558.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -533604.062500 Penalty: 4441.710449
	Iteration 28Q: 3 clusters Score -533604.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -533661.937500 Penalty: 4441.710449
	Iteration 29Q: 3 clusters Score -533661.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -533726.687500 Penalty: 4441.710449
	Iteration 30Q: 3 clusters Score -533726.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -533788.375000 Penalty: 4441.710449
	Iteration 31Q: 3 clusters Score -533788.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -533839.250000 Penalty: 4441.710449
	Iteration 32Q: 3 clusters Score -533839.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -533889.562500 Penalty: 4441.710449
	Iteration 33Q: 3 clusters Score -533889.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -533943.750000 Penalty: 4441.710449
	Iteration 34Q: 3 clusters Score -533943.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -533981.687500 Penalty: 4441.710449
	Iteration 35Q: 3 clusters Score -533981.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -534016.687500 Penalty: 4441.710449
	Iteration 36Q: 3 clusters Score -534016.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -534041.250000 Penalty: 4441.710449
	Iteration 37Q: 3 clusters Score -534041.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -534061.500000 Penalty: 4441.710449
	Iteration 38Q: 3 clusters Score -534061.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -534084.187500 Penalty: 4441.710449
	Iteration 39Q: 3 clusters Score -534084.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -534104.562500 Penalty: 4441.710449
	Iteration 40F: 3 clusters Score -534104.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -534118.812500 Penalty: 4441.710449
	Iteration 41Q: 3 clusters Score -534118.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -534132.812500 Penalty: 4441.710449
	Iteration 42Q: 3 clusters Score -534132.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -534144.937500 Penalty: 4441.710449
	Iteration 43Q: 3 clusters Score -534144.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -534155.750000 Penalty: 4441.710449
	Iteration 44Q: 3 clusters Score -534155.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -534163.000000 Penalty: 4441.710449
	Iteration 45Q: 3 clusters Score -534163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -534168.125000 Penalty: 4441.710449
	Iteration 46Q: 3 clusters Score -534168.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -534176.312500 Penalty: 4441.710449
	Iteration 47Q: 3 clusters Score -534176.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -534181.437500 Penalty: 4441.710449
	Iteration 48Q: 3 clusters Score -534181.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -534187.562500 Penalty: 4441.710449
	Iteration 49Q: 3 clusters Score -534187.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -534194.875000 Penalty: 4441.710449
	Iteration 50Q: 3 clusters Score -534194.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -534199.875000 Penalty: 4441.710449
	Iteration 51Q: 3 clusters Score -534199.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -534203.500000 Penalty: 4441.710449
	Iteration 52Q: 3 clusters Score -534203.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -534206.500000 Penalty: 4441.710449
	Iteration 53Q: 3 clusters Score -534206.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -534208.312500 Penalty: 4441.710449
	Iteration 54Q: 3 clusters Score -534208.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -534210.187500 Penalty: 4441.710449
	Iteration 55Q: 3 clusters Score -534210.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -534211.875000 Penalty: 4441.710449
	Iteration 56Q: 3 clusters Score -534211.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -534211.562500 Penalty: 4441.710449
	Iteration 57Q: 3 clusters Score -534211.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -534211.812500 Penalty: 4441.710449
	Iteration 58Q: 3 clusters Score -534211.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -534211.875000 Penalty: 4441.710449
	Iteration 59Q: 3 clusters Score -534211.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -534211.812500 Penalty: 4441.710449
	Iteration 60F: 3 clusters Score -534211.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -534212.000000 Penalty: 4441.710449
	Iteration 61Q: 3 clusters Score -534212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -534212.187500 Penalty: 4441.710449
	Iteration 62Q: 3 clusters Score -534212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -534212.562500 Penalty: 4441.710449
	Iteration 63Q: 3 clusters Score -534212.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -534214.375000 Penalty: 4441.710449
	Iteration 64Q: 3 clusters Score -534214.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -534214.375000 Penalty: 4441.710449
	Iteration 65F: 3 clusters Score -534214.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Entering Unmasked Estep 
Score: -176576.046875 Penalty: 1954.720459
	Iteration 0F: 2 clusters Score -176576 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 1287 members 
Entering Unmasked Estep 
Score: -173598.937500 Penalty: 3909.440918
	Iteration 0F: 3 clusters Score -173598.9 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -174225.000000 Penalty: 3909.440918
	Iteration 1F: 3 clusters Score -174225 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -174410.718750 Penalty: 3909.440918
	Iteration 2F: 3 clusters Score -174410.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -174521.140625 Penalty: 3909.440918
	Iteration 3Q: 3 clusters Score -174521.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -174586.437500 Penalty: 3909.440918
	Iteration 4Q: 3 clusters Score -174586.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -174634.218750 Penalty: 3909.440918
	Iteration 5Q: 3 clusters Score -174634.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -174682.343750 Penalty: 3909.440918
	Iteration 6Q: 3 clusters Score -174682.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -174761.500000 Penalty: 3909.440918
	Iteration 7Q: 3 clusters Score -174761.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -174863.718750 Penalty: 3909.440918
	Iteration 8Q: 3 clusters Score -174863.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -174980.531250 Penalty: 3909.440918
	Iteration 9Q: 3 clusters Score -174980.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -175070.156250 Penalty: 3909.440918
	Iteration 10Q: 3 clusters Score -175070.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -175149.109375 Penalty: 3909.440918
	Iteration 11Q: 3 clusters Score -175149.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -175228.171875 Penalty: 3909.440918
	Iteration 12Q: 3 clusters Score -175228.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -175300.781250 Penalty: 3909.440918
	Iteration 13Q: 3 clusters Score -175300.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -175396.671875 Penalty: 3909.440918
	Iteration 14Q: 3 clusters Score -175396.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -175512.296875 Penalty: 3909.440918
	Iteration 15Q: 3 clusters Score -175512.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -175597.562500 Penalty: 3909.440918
	Iteration 16Q: 3 clusters Score -175597.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -175653.937500 Penalty: 3909.440918
	Iteration 17Q: 3 clusters Score -175653.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -175685.046875 Penalty: 3909.440918
	Iteration 18Q: 3 clusters Score -175685 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -175706.546875 Penalty: 3909.440918
	Iteration 19Q: 3 clusters Score -175706.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -175726.953125 Penalty: 3909.440918
	Iteration 20F: 3 clusters Score -175727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -175745.109375 Penalty: 3909.440918
	Iteration 21Q: 3 clusters Score -175745.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -175757.015625 Penalty: 3909.440918
	Iteration 22Q: 3 clusters Score -175757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -175765.015625 Penalty: 3909.440918
	Iteration 23Q: 3 clusters Score -175765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -175767.609375 Penalty: 3909.440918
	Iteration 24Q: 3 clusters Score -175767.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -175770.640625 Penalty: 3909.440918
	Iteration 25Q: 3 clusters Score -175770.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -175771.062500 Penalty: 3909.440918
	Iteration 26Q: 3 clusters Score -175771.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -175772.125000 Penalty: 3909.440918
	Iteration 27Q: 3 clusters Score -175772.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -175773.609375 Penalty: 3909.440918
	Iteration 28Q: 3 clusters Score -175773.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -175774.031250 Penalty: 3909.440918
	Iteration 29Q: 3 clusters Score -175774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -175774.312500 Penalty: 3909.440918
	Iteration 30Q: 3 clusters Score -175774.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -175774.312500 Penalty: 3909.440918
	Iteration 31F: 3 clusters Score -175774.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Entering Unmasked Estep 
Score: -140280.687500 Penalty: 1882.781738
	Iteration 0F: 2 clusters Score -140280.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -137662.578125 Penalty: 3765.563477
	Iteration 0F: 3 clusters Score -137662.6 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -138132.984375 Penalty: 3765.563477
	Iteration 1F: 3 clusters Score -138133 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -138306.390625 Penalty: 3765.563477
	Iteration 2F: 3 clusters Score -138306.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -138542.328125 Penalty: 3765.563477
	Iteration 3F: 3 clusters Score -138542.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -138908.859375 Penalty: 3765.563477
	Iteration 4F: 3 clusters Score -138908.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -139201.500000 Penalty: 3765.563477
	Iteration 5F: 3 clusters Score -139201.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -139414.750000 Penalty: 3765.563477
	Iteration 6F: 3 clusters Score -139414.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -139575.203125 Penalty: 3765.563477
	Iteration 7F: 3 clusters Score -139575.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -139704.125000 Penalty: 3765.563477
	Iteration 8Q: 3 clusters Score -139704.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -139804.500000 Penalty: 3765.563477
	Iteration 9Q: 3 clusters Score -139804.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -139881.890625 Penalty: 3765.563477
	Iteration 10Q: 3 clusters Score -139881.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -139920.703125 Penalty: 3765.563477
	Iteration 11Q: 3 clusters Score -139920.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -139949.828125 Penalty: 3765.563477
	Iteration 12Q: 3 clusters Score -139949.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -139971.781250 Penalty: 3765.563477
	Iteration 13Q: 3 clusters Score -139971.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -139994.171875 Penalty: 3765.563477
	Iteration 14Q: 3 clusters Score -139994.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -140013.750000 Penalty: 3765.563477
	Iteration 15Q: 3 clusters Score -140013.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -140029.500000 Penalty: 3765.563477
	Iteration 16Q: 3 clusters Score -140029.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -140037.187500 Penalty: 3765.563477
	Iteration 17Q: 3 clusters Score -140037.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -140038.718750 Penalty: 3765.563477
	Iteration 18Q: 3 clusters Score -140038.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -140040.984375 Penalty: 3765.563477
	Iteration 19Q: 3 clusters Score -140041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -140042.906250 Penalty: 3765.563477
	Iteration 20F: 3 clusters Score -140042.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Entering Unmasked Estep 
Score: -856747.812500 Penalty: 2319.686523
	Iteration 0F: 2 clusters Score -856747.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -848125.312500 Penalty: 4639.373047
	Iteration 0F: 3 clusters Score -848125.3 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -850692.687500 Penalty: 4639.373047
	Iteration 1F: 3 clusters Score -850692.7 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -851093.625000 Penalty: 4639.373047
	Iteration 2F: 3 clusters Score -851093.6 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -851479.000000 Penalty: 4639.373047
	Iteration 3F: 3 clusters Score -851479 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -851883.125000 Penalty: 4639.373047
	Iteration 4F: 3 clusters Score -851883.1 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -852291.000000 Penalty: 4639.373047
	Iteration 5F: 3 clusters Score -852291 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -852677.750000 Penalty: 4639.373047
	Iteration 6F: 3 clusters Score -852677.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -853010.625000 Penalty: 4639.373047
	Iteration 7Q: 3 clusters Score -853010.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -853298.937500 Penalty: 4639.373047
	Iteration 8Q: 3 clusters Score -853298.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -853508.625000 Penalty: 4639.373047
	Iteration 9Q: 3 clusters Score -853508.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -853660.375000 Penalty: 4639.373047
	Iteration 10Q: 3 clusters Score -853660.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -853757.187500 Penalty: 4639.373047
	Iteration 11Q: 3 clusters Score -853757.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -853858.000000 Penalty: 4639.373047
	Iteration 12Q: 3 clusters Score -853858 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -853955.875000 Penalty: 4639.373047
	Iteration 13Q: 3 clusters Score -853955.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -854050.812500 Penalty: 4639.373047
	Iteration 14Q: 3 clusters Score -854050.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -854147.937500 Penalty: 4639.373047
	Iteration 15Q: 3 clusters Score -854147.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -854242.062500 Penalty: 4639.373047
	Iteration 16Q: 3 clusters Score -854242.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -854355.312500 Penalty: 4639.373047
	Iteration 17Q: 3 clusters Score -854355.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -854498.812500 Penalty: 4639.373047
	Iteration 18Q: 3 clusters Score -854498.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -854684.062500 Penalty: 4639.373047
	Iteration 19Q: 3 clusters Score -854684.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -854910.750000 Penalty: 4639.373047
	Iteration 20F: 3 clusters Score -854910.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -855138.562500 Penalty: 4639.373047
	Iteration 21Q: 3 clusters Score -855138.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -855305.000000 Penalty: 4639.373047
	Iteration 22Q: 3 clusters Score -855305 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -855404.625000 Penalty: 4639.373047
	Iteration 23Q: 3 clusters Score -855404.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -855476.375000 Penalty: 4639.373047
	Iteration 24Q: 3 clusters Score -855476.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -855514.250000 Penalty: 4639.373047
	Iteration 25Q: 3 clusters Score -855514.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -855539.687500 Penalty: 4639.373047
	Iteration 26Q: 3 clusters Score -855539.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -855558.125000 Penalty: 4639.373047
	Iteration 27Q: 3 clusters Score -855558.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -855572.000000 Penalty: 4639.373047
	Iteration 28Q: 3 clusters Score -855572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -855584.625000 Penalty: 4639.373047
	Iteration 29Q: 3 clusters Score -855584.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -855592.562500 Penalty: 4639.373047
	Iteration 30Q: 3 clusters Score -855592.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -855596.375000 Penalty: 4639.373047
	Iteration 31Q: 3 clusters Score -855596.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -855604.250000 Penalty: 4639.373047
	Iteration 32Q: 3 clusters Score -855604.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -855606.375000 Penalty: 4639.373047
	Iteration 33Q: 3 clusters Score -855606.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -855607.125000 Penalty: 4639.373047
	Iteration 34Q: 3 clusters Score -855607.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -855608.937500 Penalty: 4639.373047
	Iteration 35Q: 3 clusters Score -855608.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -855610.375000 Penalty: 4639.373047
	Iteration 36Q: 3 clusters Score -855610.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -855612.625000 Penalty: 4639.373047
	Iteration 37Q: 3 clusters Score -855612.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -855614.750000 Penalty: 4639.373047
	Iteration 38Q: 3 clusters Score -855614.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -855614.625000 Penalty: 4639.373047
	Iteration 39Q: 3 clusters Score -855614.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -855613.625000 Penalty: 4639.373047
	Iteration 40F: 3 clusters Score -855613.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -855618.500000 Penalty: 4639.373047
	Iteration 41Q: 3 clusters Score -855618.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -855617.625000 Penalty: 4639.373047
	Iteration 42Q: 3 clusters Score -855617.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -855617.625000 Penalty: 4639.373047
	Iteration 43F: 3 clusters Score -855617.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Entering Unmasked Estep 
Score: -175056.015625 Penalty: 1941.748291
	Iteration 0F: 2 clusters Score -175056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -172121.312500 Penalty: 3883.496582
	Iteration 0F: 3 clusters Score -172121.3 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -172819.093750 Penalty: 3883.496582
	Iteration 1F: 3 clusters Score -172819.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -173108.468750 Penalty: 3883.496582
	Iteration 2F: 3 clusters Score -173108.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -173412.984375 Penalty: 3883.496582
	Iteration 3F: 3 clusters Score -173413 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -173814.281250 Penalty: 3883.496582
	Iteration 4F: 3 clusters Score -173814.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -174154.343750 Penalty: 3883.496582
	Iteration 5F: 3 clusters Score -174154.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -174401.343750 Penalty: 3883.496582
	Iteration 6F: 3 clusters Score -174401.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -174690.921875 Penalty: 3883.496582
	Iteration 7Q: 3 clusters Score -174690.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -175068.906250 Penalty: 3883.496582
	Iteration 8Q: 3 clusters Score -175068.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -175347.265625 Penalty: 3883.496582
	Iteration 9Q: 3 clusters Score -175347.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -175560.437500 Penalty: 3883.496582
	Iteration 10Q: 3 clusters Score -175560.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -175655.421875 Penalty: 3883.496582
	Iteration 11Q: 3 clusters Score -175655.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -175688.593750 Penalty: 3883.496582
	Iteration 12Q: 3 clusters Score -175688.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -175709.484375 Penalty: 3883.496582
	Iteration 13Q: 3 clusters Score -175709.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -175726.843750 Penalty: 3883.496582
	Iteration 14Q: 3 clusters Score -175726.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -175748.828125 Penalty: 3883.496582
	Iteration 15Q: 3 clusters Score -175748.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -175762.875000 Penalty: 3883.496582
	Iteration 16Q: 3 clusters Score -175762.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -175775.015625 Penalty: 3883.496582
	Iteration 17Q: 3 clusters Score -175775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -175785.765625 Penalty: 3883.496582
	Iteration 18Q: 3 clusters Score -175785.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -175788.531250 Penalty: 3883.496582
	Iteration 19Q: 3 clusters Score -175788.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -175789.453125 Penalty: 3883.496582
	Iteration 20F: 3 clusters Score -175789.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -175789.750000 Penalty: 3883.496582
	Iteration 21Q: 3 clusters Score -175789.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -175790.171875 Penalty: 3883.496582
	Iteration 22Q: 3 clusters Score -175790.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -175790.171875 Penalty: 3883.496582
	Iteration 23F: 3 clusters Score -175790.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 255032 members 
Mstep: Class 2 contains 36162 members 
Mstep: Class 3 contains 99885 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14239 members 
Mstep: Class 6 contains 19806 members 
Mstep: Class 7 contains 19155 members 
Mstep: Class 8 contains 31037 members 
Mstep: Class 9 contains 27313 members 
Mstep: Class 10 contains 131806 members 
Mstep: Class 11 contains 1155 members 
Mstep: Class 12 contains 91038 members 
Mstep: Class 13 contains 206396 members 
Mstep: Class 14 contains 1907 members 
Mstep: Class 15 contains 13007 members 
Mstep: Class 16 contains 57252 members 
Mstep: Class 17 contains 2027 members 
Mstep: Class 18 contains 9340 members 
Mstep: Class 19 contains 3109 members 
Mstep: Class 20 contains 8603 members 
Mstep: Class 21 contains 3621 members 
Mstep: Class 22 contains 4515 members 
Mstep: Class 23 contains 230893 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 41423 members 
Mstep: Class 26 contains 4716 members 
Mstep: Class 27 contains 3215 members 
Mstep: Class 28 contains 18183 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7747 members 
Mstep: Class 32 contains 2649 members 
Mstep: Class 33 contains 1982 members 
Mstep: Class 34 contains 11540 members 
Mstep: Class 35 contains 1338 members 
Mstep: Class 36 contains 971 members 
Mstep: Class 37 contains 3798 members 
Mstep: Class 38 contains 17243 members 
Mstep: Class 39 contains 1719 members 
Mstep: Class 40 contains 4744 members 
Mstep: Class 41 contains 1549 members 
Mstep: Class 42 contains 10246 members 
Mstep: Class 43 contains 3037 members 
Mstep: Class 44 contains 1176 members 
Entering Unmasked Estep 
Score: -102299016.000000 Penalty: 154550.578125
Splitting cluster 35 changes total score from -102299760.000000 to -102299016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -67652.804688 Penalty: 1705.824951
	Iteration 0F: 2 clusters Score -67652.8 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 471 members 
Entering Unmasked Estep 
Score: -65725.859375 Penalty: 3411.649902
	Iteration 0F: 3 clusters Score -65725.86 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -65977.500000 Penalty: 3411.649902
	Iteration 1F: 3 clusters Score -65977.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -66054.781250 Penalty: 3411.649902
	Iteration 2F: 3 clusters Score -66054.78 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -66106.437500 Penalty: 3411.649902
	Iteration 3Q: 3 clusters Score -66106.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -66144.640625 Penalty: 3411.649902
	Iteration 4Q: 3 clusters Score -66144.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -66193.492188 Penalty: 3411.649902
	Iteration 5Q: 3 clusters Score -66193.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -66222.687500 Penalty: 3411.649902
	Iteration 6Q: 3 clusters Score -66222.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -66242.617188 Penalty: 3411.649902
	Iteration 7Q: 3 clusters Score -66242.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -66257.835938 Penalty: 3411.649902
	Iteration 8Q: 3 clusters Score -66257.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -66268.085938 Penalty: 3411.649902
	Iteration 9Q: 3 clusters Score -66268.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66278.859375 Penalty: 3411.649902
	Iteration 10Q: 3 clusters Score -66278.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -66291.375000 Penalty: 3411.649902
	Iteration 11Q: 3 clusters Score -66291.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66292.960938 Penalty: 3411.649902
	Iteration 12Q: 3 clusters Score -66292.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66301.101562 Penalty: 3411.649902
	Iteration 13Q: 3 clusters Score -66301.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66311.554688 Penalty: 3411.649902
	Iteration 14Q: 3 clusters Score -66311.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66326.093750 Penalty: 3411.649902
	Iteration 15Q: 3 clusters Score -66326.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66348.375000 Penalty: 3411.649902
	Iteration 16Q: 3 clusters Score -66348.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -66369.101562 Penalty: 3411.649902
	Iteration 17Q: 3 clusters Score -66369.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -66391.226562 Penalty: 3411.649902
	Iteration 18Q: 3 clusters Score -66391.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66410.929688 Penalty: 3411.649902
	Iteration 19Q: 3 clusters Score -66410.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -66429.242188 Penalty: 3411.649902
	Iteration 20F: 3 clusters Score -66429.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66450.257812 Penalty: 3411.649902
	Iteration 21Q: 3 clusters Score -66450.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66470.859375 Penalty: 3411.649902
	Iteration 22Q: 3 clusters Score -66470.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -66491.703125 Penalty: 3411.649902
	Iteration 23Q: 3 clusters Score -66491.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -66519.796875 Penalty: 3411.649902
	Iteration 24Q: 3 clusters Score -66519.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66545.718750 Penalty: 3411.649902
	Iteration 25Q: 3 clusters Score -66545.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66567.257812 Penalty: 3411.649902
	Iteration 26Q: 3 clusters Score -66567.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66582.164062 Penalty: 3411.649902
	Iteration 27Q: 3 clusters Score -66582.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -66605.359375 Penalty: 3411.649902
	Iteration 28Q: 3 clusters Score -66605.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66617.914062 Penalty: 3411.649902
	Iteration 29Q: 3 clusters Score -66617.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66625.234375 Penalty: 3411.649902
	Iteration 30Q: 3 clusters Score -66625.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66633.281250 Penalty: 3411.649902
	Iteration 31Q: 3 clusters Score -66633.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66641.351562 Penalty: 3411.649902
	Iteration 32Q: 3 clusters Score -66641.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66646.875000 Penalty: 3411.649902
	Iteration 33Q: 3 clusters Score -66646.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66660.640625 Penalty: 3411.649902
	Iteration 34Q: 3 clusters Score -66660.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66671.539062 Penalty: 3411.649902
	Iteration 35Q: 3 clusters Score -66671.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66685.312500 Penalty: 3411.649902
	Iteration 36Q: 3 clusters Score -66685.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66707.640625 Penalty: 3411.649902
	Iteration 37Q: 3 clusters Score -66707.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -66724.664062 Penalty: 3411.649902
	Iteration 38Q: 3 clusters Score -66724.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -66729.375000 Penalty: 3411.649902
	Iteration 39Q: 3 clusters Score -66729.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66730.312500 Penalty: 3411.649902
	Iteration 40F: 3 clusters Score -66730.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66731.601562 Penalty: 3411.649902
	Iteration 41Q: 3 clusters Score -66731.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66731.601562 Penalty: 3411.649902
	Iteration 42F: 3 clusters Score -66731.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Entering Unmasked Estep 
Score: -264790.718750 Penalty: 2044.072876
	Iteration 0F: 2 clusters Score -264790.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -261077.921875 Penalty: 4088.145752
	Iteration 0F: 3 clusters Score -261077.9 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -261939.656250 Penalty: 4088.145752
	Iteration 1F: 3 clusters Score -261939.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -262231.781250 Penalty: 4088.145752
	Iteration 2F: 3 clusters Score -262231.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -262475.656250 Penalty: 4088.145752
	Iteration 3F: 3 clusters Score -262475.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -262714.468750 Penalty: 4088.145752
	Iteration 4F: 3 clusters Score -262714.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -263004.468750 Penalty: 4088.145752
	Iteration 5F: 3 clusters Score -263004.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -263329.156250 Penalty: 4088.145752
	Iteration 6F: 3 clusters Score -263329.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -263781.781250 Penalty: 4088.145752
	Iteration 7F: 3 clusters Score -263781.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -264160.031250 Penalty: 4088.145752
	Iteration 8F: 3 clusters Score -264160 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -264406.968750 Penalty: 4088.145752
	Iteration 9Q: 3 clusters Score -264407 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -264556.687500 Penalty: 4088.145752
	Iteration 10Q: 3 clusters Score -264556.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -264665.593750 Penalty: 4088.145752
	Iteration 11Q: 3 clusters Score -264665.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -264768.750000 Penalty: 4088.145752
	Iteration 12Q: 3 clusters Score -264768.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -264876.593750 Penalty: 4088.145752
	Iteration 13Q: 3 clusters Score -264876.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -264957.500000 Penalty: 4088.145752
	Iteration 14Q: 3 clusters Score -264957.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -265006.281250 Penalty: 4088.145752
	Iteration 15Q: 3 clusters Score -265006.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -265033.531250 Penalty: 4088.145752
	Iteration 16Q: 3 clusters Score -265033.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -265054.125000 Penalty: 4088.145752
	Iteration 17Q: 3 clusters Score -265054.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -265068.343750 Penalty: 4088.145752
	Iteration 18Q: 3 clusters Score -265068.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -265076.375000 Penalty: 4088.145752
	Iteration 19Q: 3 clusters Score -265076.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -265078.812500 Penalty: 4088.145752
	Iteration 20F: 3 clusters Score -265078.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -265080.937500 Penalty: 4088.145752
	Iteration 21Q: 3 clusters Score -265080.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -265081.406250 Penalty: 4088.145752
	Iteration 22Q: 3 clusters Score -265081.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -265081.406250 Penalty: 4088.145752
	Iteration 23F: 3 clusters Score -265081.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 255032 members 
Mstep: Class 2 contains 36162 members 
Mstep: Class 3 contains 99885 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14239 members 
Mstep: Class 6 contains 19806 members 
Mstep: Class 7 contains 19155 members 
Mstep: Class 8 contains 31037 members 
Mstep: Class 9 contains 27313 members 
Mstep: Class 10 contains 131806 members 
Mstep: Class 11 contains 1155 members 
Mstep: Class 12 contains 91038 members 
Mstep: Class 13 contains 206396 members 
Mstep: Class 14 contains 1907 members 
Mstep: Class 15 contains 13007 members 
Mstep: Class 16 contains 57252 members 
Mstep: Class 17 contains 2027 members 
Mstep: Class 18 contains 9340 members 
Mstep: Class 19 contains 3109 members 
Mstep: Class 20 contains 8603 members 
Mstep: Class 21 contains 3621 members 
Mstep: Class 22 contains 4515 members 
Mstep: Class 23 contains 230893 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 41423 members 
Mstep: Class 26 contains 4716 members 
Mstep: Class 27 contains 3215 members 
Mstep: Class 28 contains 18183 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7747 members 
Mstep: Class 32 contains 2649 members 
Mstep: Class 33 contains 1982 members 
Mstep: Class 34 contains 11540 members 
Mstep: Class 35 contains 2514 members 
Mstep: Class 36 contains 971 members 
Mstep: Class 37 contains 2501 members 
Mstep: Class 38 contains 17243 members 
Mstep: Class 39 contains 1719 members 
Mstep: Class 40 contains 4744 members 
Mstep: Class 41 contains 1549 members 
Mstep: Class 42 contains 10246 members 
Mstep: Class 43 contains 3037 members 
Mstep: Class 44 contains 1297 members 
Entering Unmasked Estep 
Score: -102298592.000000 Penalty: 154550.578125
Splitting cluster 37 changes total score from -102299760.000000 to -102298592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (17243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Entering Unmasked Estep 
Score: -1283602.875000 Penalty: 2419.280029
	Iteration 0F: 2 clusters Score -1283603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1271326.250000 Penalty: 4838.560059
	Iteration 0F: 3 clusters Score -1271326 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1275466.125000 Penalty: 4838.560059
	Iteration 1F: 3 clusters Score -1275466 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1276175.000000 Penalty: 4838.560059
	Iteration 2F: 3 clusters Score -1276175 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1276961.375000 Penalty: 4838.560059
	Iteration 3F: 3 clusters Score -1276961 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1277855.125000 Penalty: 4838.560059
	Iteration 4F: 3 clusters Score -1277855 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1278825.000000 Penalty: 4838.560059
	Iteration 5F: 3 clusters Score -1278825 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1279769.500000 Penalty: 4838.560059
	Iteration 6F: 3 clusters Score -1279770 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1280605.000000 Penalty: 4838.560059
	Iteration 7Q: 3 clusters Score -1280605 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1281168.375000 Penalty: 4838.560059
	Iteration 8Q: 3 clusters Score -1281168 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1281609.500000 Penalty: 4838.560059
	Iteration 9Q: 3 clusters Score -1281610 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1281865.500000 Penalty: 4838.560059
	Iteration 10Q: 3 clusters Score -1281866 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1282012.250000 Penalty: 4838.560059
	Iteration 11Q: 3 clusters Score -1282012 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1282086.125000 Penalty: 4838.560059
	Iteration 12Q: 3 clusters Score -1282086 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1282136.500000 Penalty: 4838.560059
	Iteration 13Q: 3 clusters Score -1282136 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1282177.000000 Penalty: 4838.560059
	Iteration 14Q: 3 clusters Score -1282177 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1282210.625000 Penalty: 4838.560059
	Iteration 15Q: 3 clusters Score -1282211 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1282238.000000 Penalty: 4838.560059
	Iteration 16Q: 3 clusters Score -1282238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1282257.250000 Penalty: 4838.560059
	Iteration 17Q: 3 clusters Score -1282257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1282278.500000 Penalty: 4838.560059
	Iteration 18Q: 3 clusters Score -1282278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1282297.375000 Penalty: 4838.560059
	Iteration 19Q: 3 clusters Score -1282297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1282303.125000 Penalty: 4838.560059
	Iteration 20F: 3 clusters Score -1282303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1282304.250000 Penalty: 4838.560059
	Iteration 21Q: 3 clusters Score -1282304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1282304.750000 Penalty: 4838.560059
	Iteration 22Q: 3 clusters Score -1282305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1282305.625000 Penalty: 4838.560059
	Iteration 23Q: 3 clusters Score -1282306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1282309.250000 Penalty: 4838.560059
	Iteration 24Q: 3 clusters Score -1282309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1282310.375000 Penalty: 4838.560059
	Iteration 25Q: 3 clusters Score -1282310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1282312.250000 Penalty: 4838.560059
	Iteration 26Q: 3 clusters Score -1282312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1282312.875000 Penalty: 4838.560059
	Iteration 27Q: 3 clusters Score -1282313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1282312.875000 Penalty: 4838.560059
	Iteration 28F: 3 clusters Score -1282313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -120124.070312 Penalty: 1847.475586
	Iteration 0F: 2 clusters Score -120124.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -117686.429688 Penalty: 3694.951172
	Iteration 0F: 3 clusters Score -117686.4 nChanged 537
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: -118097.585938 Penalty: 3694.951172
	Iteration 1F: 3 clusters Score -118097.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -118225.890625 Penalty: 3694.951172
	Iteration 2F: 3 clusters Score -118225.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -118311.492188 Penalty: 3694.951172
	Iteration 3Q: 3 clusters Score -118311.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -118364.953125 Penalty: 3694.951172
	Iteration 4Q: 3 clusters Score -118365 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -118414.781250 Penalty: 3694.951172
	Iteration 5Q: 3 clusters Score -118414.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -118467.625000 Penalty: 3694.951172
	Iteration 6Q: 3 clusters Score -118467.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -118510.593750 Penalty: 3694.951172
	Iteration 7Q: 3 clusters Score -118510.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -118563.171875 Penalty: 3694.951172
	Iteration 8Q: 3 clusters Score -118563.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -118616.945312 Penalty: 3694.951172
	Iteration 9Q: 3 clusters Score -118616.9 nChanged 44
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: -118682.367188 Penalty: 3694.951172
	Iteration 10Q: 3 clusters Score -118682.4 nChanged 46
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: -118747.960938 Penalty: 3694.951172
	Iteration 11Q: 3 clusters Score -118748 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -118831.320312 Penalty: 3694.951172
	Iteration 12Q: 3 clusters Score -118831.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -118910.648438 Penalty: 3694.951172
	Iteration 13Q: 3 clusters Score -118910.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -118973.093750 Penalty: 3694.951172
	Iteration 14Q: 3 clusters Score -118973.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -119040.054688 Penalty: 3694.951172
	Iteration 15Q: 3 clusters Score -119040.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -119091.765625 Penalty: 3694.951172
	Iteration 16Q: 3 clusters Score -119091.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -119139.781250 Penalty: 3694.951172
	Iteration 17Q: 3 clusters Score -119139.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -119179.796875 Penalty: 3694.951172
	Iteration 18Q: 3 clusters Score -119179.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -119240.382812 Penalty: 3694.951172
	Iteration 19Q: 3 clusters Score -119240.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -119301.578125 Penalty: 3694.951172
	Iteration 20F: 3 clusters Score -119301.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -119344.375000 Penalty: 3694.951172
	Iteration 21Q: 3 clusters Score -119344.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -119373.437500 Penalty: 3694.951172
	Iteration 22Q: 3 clusters Score -119373.4 nChanged 17
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: -119389.093750 Penalty: 3694.951172
	Iteration 23Q: 3 clusters Score -119389.1 nChanged 12
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: -119401.562500 Penalty: 3694.951172
	Iteration 24Q: 3 clusters Score -119401.6 nChanged 13
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: -119418.890625 Penalty: 3694.951172
	Iteration 25Q: 3 clusters Score -119418.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -119432.742188 Penalty: 3694.951172
	Iteration 26Q: 3 clusters Score -119432.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -119443.984375 Penalty: 3694.951172
	Iteration 27Q: 3 clusters Score -119444 nChanged 12
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: -119463.492188 Penalty: 3694.951172
	Iteration 28Q: 3 clusters Score -119463.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -119471.960938 Penalty: 3694.951172
	Iteration 29Q: 3 clusters Score -119472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -119480.156250 Penalty: 3694.951172
	Iteration 30Q: 3 clusters Score -119480.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -119490.601562 Penalty: 3694.951172
	Iteration 31Q: 3 clusters Score -119490.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -119495.695312 Penalty: 3694.951172
	Iteration 32Q: 3 clusters Score -119495.7 nChanged 6
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: -119501.382812 Penalty: 3694.951172
	Iteration 33Q: 3 clusters Score -119501.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -119508.351562 Penalty: 3694.951172
	Iteration 34Q: 3 clusters Score -119508.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -119512.148438 Penalty: 3694.951172
	Iteration 35Q: 3 clusters Score -119512.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -119515.617188 Penalty: 3694.951172
	Iteration 36Q: 3 clusters Score -119515.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -119517.835938 Penalty: 3694.951172
	Iteration 37Q: 3 clusters Score -119517.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -119524.148438 Penalty: 3694.951172
	Iteration 38Q: 3 clusters Score -119524.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -119532.375000 Penalty: 3694.951172
	Iteration 39Q: 3 clusters Score -119532.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -119546.195312 Penalty: 3694.951172
	Iteration 40F: 3 clusters Score -119546.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -119562.687500 Penalty: 3694.951172
	Iteration 41Q: 3 clusters Score -119562.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -119594.976562 Penalty: 3694.951172
	Iteration 42Q: 3 clusters Score -119595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -119622.718750 Penalty: 3694.951172
	Iteration 43Q: 3 clusters Score -119622.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -119659.734375 Penalty: 3694.951172
	Iteration 44Q: 3 clusters Score -119659.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -119729.125000 Penalty: 3694.951172
	Iteration 45Q: 3 clusters Score -119729.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -119777.156250 Penalty: 3694.951172
	Iteration 46Q: 3 clusters Score -119777.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -119799.851562 Penalty: 3694.951172
	Iteration 47Q: 3 clusters Score -119799.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -119807.218750 Penalty: 3694.951172
	Iteration 48Q: 3 clusters Score -119807.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -119809.117188 Penalty: 3694.951172
	Iteration 49Q: 3 clusters Score -119809.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -119809.117188 Penalty: 3694.951172
	Iteration 50F: 3 clusters Score -119809.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (4744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Entering Unmasked Estep 
Score: -278336.968750 Penalty: 2099.229736
	Iteration 0F: 2 clusters Score -278337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -273926.062500 Penalty: 4198.459473
	Iteration 0F: 3 clusters Score -273926.1 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -275152.000000 Penalty: 4198.459473
	Iteration 1F: 3 clusters Score -275152 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -275493.656250 Penalty: 4198.459473
	Iteration 2F: 3 clusters Score -275493.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -275789.750000 Penalty: 4198.459473
	Iteration 3F: 3 clusters Score -275789.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -276130.031250 Penalty: 4198.459473
	Iteration 4F: 3 clusters Score -276130 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -276423.406250 Penalty: 4198.459473
	Iteration 5F: 3 clusters Score -276423.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -276709.781250 Penalty: 4198.459473
	Iteration 6F: 3 clusters Score -276709.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -276959.125000 Penalty: 4198.459473
	Iteration 7Q: 3 clusters Score -276959.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -277159.125000 Penalty: 4198.459473
	Iteration 8Q: 3 clusters Score -277159.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -277324.250000 Penalty: 4198.459473
	Iteration 9Q: 3 clusters Score -277324.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -277451.968750 Penalty: 4198.459473
	Iteration 10Q: 3 clusters Score -277452 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -277557.625000 Penalty: 4198.459473
	Iteration 11Q: 3 clusters Score -277557.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -277624.343750 Penalty: 4198.459473
	Iteration 12Q: 3 clusters Score -277624.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -277658.593750 Penalty: 4198.459473
	Iteration 13Q: 3 clusters Score -277658.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -277679.437500 Penalty: 4198.459473
	Iteration 14Q: 3 clusters Score -277679.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -277695.937500 Penalty: 4198.459473
	Iteration 15Q: 3 clusters Score -277695.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -277706.500000 Penalty: 4198.459473
	Iteration 16Q: 3 clusters Score -277706.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -277715.656250 Penalty: 4198.459473
	Iteration 17Q: 3 clusters Score -277715.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -277722.187500 Penalty: 4198.459473
	Iteration 18Q: 3 clusters Score -277722.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -277725.750000 Penalty: 4198.459473
	Iteration 19Q: 3 clusters Score -277725.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -277727.343750 Penalty: 4198.459473
	Iteration 20F: 3 clusters Score -277727.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -277728.375000 Penalty: 4198.459473
	Iteration 21Q: 3 clusters Score -277728.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -277728.906250 Penalty: 4198.459473
	Iteration 22Q: 3 clusters Score -277728.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -277730.750000 Penalty: 4198.459473
	Iteration 23Q: 3 clusters Score -277730.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -277732.625000 Penalty: 4198.459473
	Iteration 24Q: 3 clusters Score -277732.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -277734.906250 Penalty: 4198.459473
	Iteration 25Q: 3 clusters Score -277734.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -277735.343750 Penalty: 4198.459473
	Iteration 26Q: 3 clusters Score -277735.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -277735.781250 Penalty: 4198.459473
	Iteration 27Q: 3 clusters Score -277735.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -277736.218750 Penalty: 4198.459473
	Iteration 28Q: 3 clusters Score -277736.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -277736.218750 Penalty: 4198.459473
	Iteration 29F: 3 clusters Score -277736.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Entering Unmasked Estep 
Score: -97218.734375 Penalty: 1821.650513
	Iteration 0F: 2 clusters Score -97218.73 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 750 members 
Entering Unmasked Estep 
Score: -94979.281250 Penalty: 3643.301025
	Iteration 0F: 3 clusters Score -94979.28 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -95681.765625 Penalty: 3643.301025
	Iteration 1F: 3 clusters Score -95681.77 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -96458.445312 Penalty: 3643.301025
	Iteration 2F: 3 clusters Score -96458.45 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -97391.382812 Penalty: 3643.301025
	Iteration 3F: 3 clusters Score -97391.38 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -97871.500000 Penalty: 3643.301025
	Iteration 4F: 3 clusters Score -97871.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -98023.523438 Penalty: 3643.301025
	Iteration 5Q: 3 clusters Score -98023.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -98076.070312 Penalty: 3643.301025
	Iteration 6Q: 3 clusters Score -98076.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -98093.242188 Penalty: 3643.301025
	Iteration 7Q: 3 clusters Score -98093.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -98103.773438 Penalty: 3643.301025
	Iteration 8Q: 3 clusters Score -98103.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -98105.070312 Penalty: 3643.301025
	Iteration 9Q: 3 clusters Score -98105.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -98106.468750 Penalty: 3643.301025
	Iteration 10Q: 3 clusters Score -98106.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -98106.468750 Penalty: 3643.301025
	Iteration 11F: 3 clusters Score -98106.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 255032 members 
Mstep: Class 2 contains 36162 members 
Mstep: Class 3 contains 99885 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14239 members 
Mstep: Class 6 contains 19806 members 
Mstep: Class 7 contains 19155 members 
Mstep: Class 8 contains 31037 members 
Mstep: Class 9 contains 27313 members 
Mstep: Class 10 contains 131806 members 
Mstep: Class 11 contains 1155 members 
Mstep: Class 12 contains 91038 members 
Mstep: Class 13 contains 206396 members 
Mstep: Class 14 contains 1907 members 
Mstep: Class 15 contains 13007 members 
Mstep: Class 16 contains 57252 members 
Mstep: Class 17 contains 2027 members 
Mstep: Class 18 contains 9340 members 
Mstep: Class 19 contains 3109 members 
Mstep: Class 20 contains 8603 members 
Mstep: Class 21 contains 3621 members 
Mstep: Class 22 contains 4515 members 
Mstep: Class 23 contains 230893 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 41423 members 
Mstep: Class 26 contains 4716 members 
Mstep: Class 27 contains 3215 members 
Mstep: Class 28 contains 18183 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7747 members 
Mstep: Class 32 contains 2649 members 
Mstep: Class 33 contains 1982 members 
Mstep: Class 34 contains 11540 members 
Mstep: Class 35 contains 2514 members 
Mstep: Class 36 contains 971 members 
Mstep: Class 37 contains 3798 members 
Mstep: Class 38 contains 17243 members 
Mstep: Class 39 contains 1719 members 
Mstep: Class 40 contains 4744 members 
Mstep: Class 41 contains 641 members 
Mstep: Class 42 contains 10246 members 
Mstep: Class 43 contains 3037 members 
Mstep: Class 44 contains 908 members 
Entering Unmasked Estep 
Score: -102298800.000000 Penalty: 154550.578125
Splitting cluster 41 changes total score from -102299760.000000 to -102298800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (10246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Entering Unmasked Estep 
Score: -785764.500000 Penalty: 2290.191406
	Iteration 0F: 2 clusters Score -785764.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -777937.437500 Penalty: 4580.382812
	Iteration 0F: 3 clusters Score -777937.4 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -780166.812500 Penalty: 4580.382812
	Iteration 1F: 3 clusters Score -780166.8 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -780480.125000 Penalty: 4580.382812
	Iteration 2F: 3 clusters Score -780480.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -780715.562500 Penalty: 4580.382812
	Iteration 3F: 3 clusters Score -780715.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -780913.812500 Penalty: 4580.382812
	Iteration 4Q: 3 clusters Score -780913.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -781185.562500 Penalty: 4580.382812
	Iteration 5Q: 3 clusters Score -781185.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -781611.750000 Penalty: 4580.382812
	Iteration 6F: 3 clusters Score -781611.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -782074.062500 Penalty: 4580.382812
	Iteration 7F: 3 clusters Score -782074.1 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -782569.937500 Penalty: 4580.382812
	Iteration 8F: 3 clusters Score -782569.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -783042.562500 Penalty: 4580.382812
	Iteration 9F: 3 clusters Score -783042.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -783429.750000 Penalty: 4580.382812
	Iteration 10F: 3 clusters Score -783429.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -783702.625000 Penalty: 4580.382812
	Iteration 11Q: 3 clusters Score -783702.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -783917.625000 Penalty: 4580.382812
	Iteration 12Q: 3 clusters Score -783917.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -784086.937500 Penalty: 4580.382812
	Iteration 13Q: 3 clusters Score -784086.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -784235.812500 Penalty: 4580.382812
	Iteration 14Q: 3 clusters Score -784235.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -784340.000000 Penalty: 4580.382812
	Iteration 15Q: 3 clusters Score -784340 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -784404.187500 Penalty: 4580.382812
	Iteration 16Q: 3 clusters Score -784404.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -784448.250000 Penalty: 4580.382812
	Iteration 17Q: 3 clusters Score -784448.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -784474.937500 Penalty: 4580.382812
	Iteration 18Q: 3 clusters Score -784474.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -784488.937500 Penalty: 4580.382812
	Iteration 19Q: 3 clusters Score -784488.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -784502.812500 Penalty: 4580.382812
	Iteration 20F: 3 clusters Score -784502.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -784513.187500 Penalty: 4580.382812
	Iteration 21Q: 3 clusters Score -784513.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -784519.812500 Penalty: 4580.382812
	Iteration 22Q: 3 clusters Score -784519.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -784526.375000 Penalty: 4580.382812
	Iteration 23Q: 3 clusters Score -784526.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -784530.750000 Penalty: 4580.382812
	Iteration 24Q: 3 clusters Score -784530.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -784535.125000 Penalty: 4580.382812
	Iteration 25Q: 3 clusters Score -784535.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -784536.375000 Penalty: 4580.382812
	Iteration 26Q: 3 clusters Score -784536.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -784539.500000 Penalty: 4580.382812
	Iteration 27Q: 3 clusters Score -784539.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -784539.812500 Penalty: 4580.382812
	Iteration 28Q: 3 clusters Score -784539.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -784541.937500 Penalty: 4580.382812
	Iteration 29Q: 3 clusters Score -784541.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -784540.937500 Penalty: 4580.382812
	Iteration 30Q: 3 clusters Score -784540.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -784543.875000 Penalty: 4580.382812
	Iteration 31Q: 3 clusters Score -784543.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -784543.562500 Penalty: 4580.382812
	Iteration 32Q: 3 clusters Score -784543.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -784544.062500 Penalty: 4580.382812
	Iteration 33Q: 3 clusters Score -784544.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -784544.062500 Penalty: 4580.382812
	Iteration 34F: 3 clusters Score -784544.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (3037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Entering Unmasked Estep 
Score: -217438.296875 Penalty: 1988.619019
	Iteration 0F: 2 clusters Score -217438.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -214189.578125 Penalty: 3977.238037
	Iteration 0F: 3 clusters Score -214189.6 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -214938.359375 Penalty: 3977.238037
	Iteration 1F: 3 clusters Score -214938.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -215272.218750 Penalty: 3977.238037
	Iteration 2F: 3 clusters Score -215272.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -215556.843750 Penalty: 3977.238037
	Iteration 3F: 3 clusters Score -215556.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -215766.781250 Penalty: 3977.238037
	Iteration 4F: 3 clusters Score -215766.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -215940.734375 Penalty: 3977.238037
	Iteration 5F: 3 clusters Score -215940.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -216049.890625 Penalty: 3977.238037
	Iteration 6Q: 3 clusters Score -216049.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -216139.828125 Penalty: 3977.238037
	Iteration 7Q: 3 clusters Score -216139.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -216212.843750 Penalty: 3977.238037
	Iteration 8Q: 3 clusters Score -216212.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -216254.031250 Penalty: 3977.238037
	Iteration 9Q: 3 clusters Score -216254 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -216290.984375 Penalty: 3977.238037
	Iteration 10Q: 3 clusters Score -216291 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -216318.750000 Penalty: 3977.238037
	Iteration 11Q: 3 clusters Score -216318.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -216341.531250 Penalty: 3977.238037
	Iteration 12Q: 3 clusters Score -216341.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -216352.890625 Penalty: 3977.238037
	Iteration 13Q: 3 clusters Score -216352.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -216360.500000 Penalty: 3977.238037
	Iteration 14Q: 3 clusters Score -216360.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -216365.531250 Penalty: 3977.238037
	Iteration 15Q: 3 clusters Score -216365.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -216370.921875 Penalty: 3977.238037
	Iteration 16Q: 3 clusters Score -216370.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -216377.046875 Penalty: 3977.238037
	Iteration 17Q: 3 clusters Score -216377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -216379.640625 Penalty: 3977.238037
	Iteration 18Q: 3 clusters Score -216379.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -216380.953125 Penalty: 3977.238037
	Iteration 19Q: 3 clusters Score -216381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -216386.078125 Penalty: 3977.238037
	Iteration 20F: 3 clusters Score -216386.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -216390.546875 Penalty: 3977.238037
	Iteration 21Q: 3 clusters Score -216390.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -216393.687500 Penalty: 3977.238037
	Iteration 22Q: 3 clusters Score -216393.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -216395.906250 Penalty: 3977.238037
	Iteration 23Q: 3 clusters Score -216395.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -216397.250000 Penalty: 3977.238037
	Iteration 24Q: 3 clusters Score -216397.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -216398.750000 Penalty: 3977.238037
	Iteration 25Q: 3 clusters Score -216398.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -216399.343750 Penalty: 3977.238037
	Iteration 26Q: 3 clusters Score -216399.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -216399.343750 Penalty: 3977.238037
	Iteration 27F: 3 clusters Score -216399.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 255032 members 
Mstep: Class 2 contains 36162 members 
Mstep: Class 3 contains 99885 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14239 members 
Mstep: Class 6 contains 19806 members 
Mstep: Class 7 contains 19155 members 
Mstep: Class 8 contains 31037 members 
Mstep: Class 9 contains 27313 members 
Mstep: Class 10 contains 131806 members 
Mstep: Class 11 contains 1155 members 
Mstep: Class 12 contains 91038 members 
Mstep: Class 13 contains 206396 members 
Mstep: Class 14 contains 1907 members 
Mstep: Class 15 contains 13007 members 
Mstep: Class 16 contains 57252 members 
Mstep: Class 17 contains 2027 members 
Mstep: Class 18 contains 9340 members 
Mstep: Class 19 contains 3109 members 
Mstep: Class 20 contains 8603 members 
Mstep: Class 21 contains 3621 members 
Mstep: Class 22 contains 4515 members 
Mstep: Class 23 contains 230893 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 41423 members 
Mstep: Class 26 contains 4716 members 
Mstep: Class 27 contains 3215 members 
Mstep: Class 28 contains 18183 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7747 members 
Mstep: Class 32 contains 2649 members 
Mstep: Class 33 contains 1982 members 
Mstep: Class 34 contains 11540 members 
Mstep: Class 35 contains 2514 members 
Mstep: Class 36 contains 971 members 
Mstep: Class 37 contains 3798 members 
Mstep: Class 38 contains 17243 members 
Mstep: Class 39 contains 1719 members 
Mstep: Class 40 contains 4744 members 
Mstep: Class 41 contains 1549 members 
Mstep: Class 42 contains 10246 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299912.000000 Penalty: 151038.062500
Iteration 119Q: 44 clusters Score -1.022999e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254793 members 
Mstep: Class 2 contains 36144 members 
Mstep: Class 3 contains 100022 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14230 members 
Mstep: Class 6 contains 19794 members 
Mstep: Class 7 contains 19159 members 
Mstep: Class 8 contains 31033 members 
Mstep: Class 9 contains 27317 members 
Mstep: Class 10 contains 131812 members 
Mstep: Class 11 contains 1155 members 
Mstep: Class 12 contains 91074 members 
Mstep: Class 13 contains 206395 members 
Mstep: Class 14 contains 1910 members 
Mstep: Class 15 contains 13003 members 
Mstep: Class 16 contains 57252 members 
Mstep: Class 17 contains 2025 members 
Mstep: Class 18 contains 9385 members 
Mstep: Class 19 contains 3087 members 
Mstep: Class 20 contains 8608 members 
Mstep: Class 21 contains 3623 members 
Mstep: Class 22 contains 4526 members 
Mstep: Class 23 contains 230970 members 
Mstep: Class 24 contains 5560 members 
Mstep: Class 25 contains 41421 members 
Mstep: Class 26 contains 4718 members 
Mstep: Class 27 contains 3251 members 
Mstep: Class 28 contains 18136 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7756 members 
Mstep: Class 32 contains 2648 members 
Mstep: Class 33 contains 1982 members 
Mstep: Class 34 contains 11540 members 
Mstep: Class 35 contains 2515 members 
Mstep: Class 36 contains 972 members 
Mstep: Class 37 contains 3805 members 
Mstep: Class 38 contains 17240 members 
Mstep: Class 39 contains 1719 members 
Mstep: Class 40 contains 4765 members 
Mstep: Class 41 contains 1498 members 
Mstep: Class 42 contains 10244 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300232.000000 Penalty: 151038.062500
Iteration 120F: 44 clusters Score -1.023002e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254595 members 
Mstep: Class 2 contains 36113 members 
Mstep: Class 3 contains 100135 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14224 members 
Mstep: Class 6 contains 19790 members 
Mstep: Class 7 contains 19156 members 
Mstep: Class 8 contains 31026 members 
Mstep: Class 9 contains 27325 members 
Mstep: Class 10 contains 131823 members 
Mstep: Class 11 contains 1155 members 
Mstep: Class 12 contains 91102 members 
Mstep: Class 13 contains 206394 members 
Mstep: Class 14 contains 1920 members 
Mstep: Class 15 contains 12999 members 
Mstep: Class 16 contains 57250 members 
Mstep: Class 17 contains 2025 members 
Mstep: Class 18 contains 9433 members 
Mstep: Class 19 contains 3066 members 
Mstep: Class 20 contains 8615 members 
Mstep: Class 21 contains 3625 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 231047 members 
Mstep: Class 24 contains 5561 members 
Mstep: Class 25 contains 41416 members 
Mstep: Class 26 contains 4719 members 
Mstep: Class 27 contains 3284 members 
Mstep: Class 28 contains 18080 members 
Mstep: Class 29 contains 2481 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7760 members 
Mstep: Class 32 contains 2650 members 
Mstep: Class 33 contains 1982 members 
Mstep: Class 34 contains 11538 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 972 members 
Mstep: Class 37 contains 3813 members 
Mstep: Class 38 contains 17237 members 
Mstep: Class 39 contains 1719 members 
Mstep: Class 40 contains 4784 members 
Mstep: Class 41 contains 1465 members 
Mstep: Class 42 contains 10243 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300584.000000 Penalty: 151038.062500
Iteration 121Q: 44 clusters Score -1.023006e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254410 members 
Mstep: Class 2 contains 36093 members 
Mstep: Class 3 contains 100245 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14217 members 
Mstep: Class 6 contains 19789 members 
Mstep: Class 7 contains 19155 members 
Mstep: Class 8 contains 31027 members 
Mstep: Class 9 contains 27331 members 
Mstep: Class 10 contains 131824 members 
Mstep: Class 11 contains 1155 members 
Mstep: Class 12 contains 91121 members 
Mstep: Class 13 contains 206392 members 
Mstep: Class 14 contains 1923 members 
Mstep: Class 15 contains 12999 members 
Mstep: Class 16 contains 57238 members 
Mstep: Class 17 contains 2027 members 
Mstep: Class 18 contains 9490 members 
Mstep: Class 19 contains 3030 members 
Mstep: Class 20 contains 8621 members 
Mstep: Class 21 contains 3626 members 
Mstep: Class 22 contains 4537 members 
Mstep: Class 23 contains 231122 members 
Mstep: Class 24 contains 5560 members 
Mstep: Class 25 contains 41403 members 
Mstep: Class 26 contains 4720 members 
Mstep: Class 27 contains 3313 members 
Mstep: Class 28 contains 18028 members 
Mstep: Class 29 contains 2482 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7769 members 
Mstep: Class 32 contains 2655 members 
Mstep: Class 33 contains 1982 members 
Mstep: Class 34 contains 11540 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 972 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 17230 members 
Mstep: Class 39 contains 1721 members 
Mstep: Class 40 contains 4796 members 
Mstep: Class 41 contains 1448 members 
Mstep: Class 42 contains 10243 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300688.000000 Penalty: 151038.062500
Iteration 122Q: 44 clusters Score -1.023007e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254240 members 
Mstep: Class 2 contains 36073 members 
Mstep: Class 3 contains 100356 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14214 members 
Mstep: Class 6 contains 19779 members 
Mstep: Class 7 contains 19162 members 
Mstep: Class 8 contains 31024 members 
Mstep: Class 9 contains 27340 members 
Mstep: Class 10 contains 131829 members 
Mstep: Class 11 contains 1157 members 
Mstep: Class 12 contains 91134 members 
Mstep: Class 13 contains 206388 members 
Mstep: Class 14 contains 1930 members 
Mstep: Class 15 contains 12999 members 
Mstep: Class 16 contains 57238 members 
Mstep: Class 17 contains 2031 members 
Mstep: Class 18 contains 9532 members 
Mstep: Class 19 contains 2999 members 
Mstep: Class 20 contains 8625 members 
Mstep: Class 21 contains 3630 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 231190 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 41398 members 
Mstep: Class 26 contains 4721 members 
Mstep: Class 27 contains 3329 members 
Mstep: Class 28 contains 17973 members 
Mstep: Class 29 contains 2483 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7777 members 
Mstep: Class 32 contains 2652 members 
Mstep: Class 33 contains 1982 members 
Mstep: Class 34 contains 11535 members 
Mstep: Class 35 contains 2516 members 
Mstep: Class 36 contains 972 members 
Mstep: Class 37 contains 3839 members 
Mstep: Class 38 contains 17221 members 
Mstep: Class 39 contains 1722 members 
Mstep: Class 40 contains 4808 members 
Mstep: Class 41 contains 1423 members 
Mstep: Class 42 contains 10246 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300856.000000 Penalty: 151038.062500
Iteration 123Q: 44 clusters Score -1.023009e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254073 members 
Mstep: Class 2 contains 36055 members 
Mstep: Class 3 contains 100468 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14209 members 
Mstep: Class 6 contains 19777 members 
Mstep: Class 7 contains 19163 members 
Mstep: Class 8 contains 31012 members 
Mstep: Class 9 contains 27352 members 
Mstep: Class 10 contains 131826 members 
Mstep: Class 11 contains 1158 members 
Mstep: Class 12 contains 91142 members 
Mstep: Class 13 contains 206389 members 
Mstep: Class 14 contains 1940 members 
Mstep: Class 15 contains 12996 members 
Mstep: Class 16 contains 57238 members 
Mstep: Class 17 contains 2032 members 
Mstep: Class 18 contains 9580 members 
Mstep: Class 19 contains 2968 members 
Mstep: Class 20 contains 8624 members 
Mstep: Class 21 contains 3630 members 
Mstep: Class 22 contains 4547 members 
Mstep: Class 23 contains 231250 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 41402 members 
Mstep: Class 26 contains 4722 members 
Mstep: Class 27 contains 3342 members 
Mstep: Class 28 contains 17919 members 
Mstep: Class 29 contains 2484 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7785 members 
Mstep: Class 32 contains 2649 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11532 members 
Mstep: Class 35 contains 2520 members 
Mstep: Class 36 contains 972 members 
Mstep: Class 37 contains 3854 members 
Mstep: Class 38 contains 17219 members 
Mstep: Class 39 contains 1722 members 
Mstep: Class 40 contains 4820 members 
Mstep: Class 41 contains 1407 members 
Mstep: Class 42 contains 10248 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301008.000000 Penalty: 151038.062500
Iteration 124Q: 44 clusters Score -1.02301e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253903 members 
Mstep: Class 2 contains 36028 members 
Mstep: Class 3 contains 100568 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14203 members 
Mstep: Class 6 contains 19781 members 
Mstep: Class 7 contains 19165 members 
Mstep: Class 8 contains 31017 members 
Mstep: Class 9 contains 27367 members 
Mstep: Class 10 contains 131820 members 
Mstep: Class 11 contains 1161 members 
Mstep: Class 12 contains 91153 members 
Mstep: Class 13 contains 206387 members 
Mstep: Class 14 contains 1955 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 57232 members 
Mstep: Class 17 contains 2033 members 
Mstep: Class 18 contains 9624 members 
Mstep: Class 19 contains 2968 members 
Mstep: Class 20 contains 8623 members 
Mstep: Class 21 contains 3630 members 
Mstep: Class 22 contains 4551 members 
Mstep: Class 23 contains 231324 members 
Mstep: Class 24 contains 5556 members 
Mstep: Class 25 contains 41406 members 
Mstep: Class 26 contains 4725 members 
Mstep: Class 27 contains 3351 members 
Mstep: Class 28 contains 17870 members 
Mstep: Class 29 contains 2483 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7792 members 
Mstep: Class 32 contains 2643 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 11528 members 
Mstep: Class 35 contains 2527 members 
Mstep: Class 36 contains 973 members 
Mstep: Class 37 contains 3859 members 
Mstep: Class 38 contains 17215 members 
Mstep: Class 39 contains 1722 members 
Mstep: Class 40 contains 4819 members 
Mstep: Class 41 contains 1381 members 
Mstep: Class 42 contains 10249 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301168.000000 Penalty: 151038.062500
Iteration 125Q: 44 clusters Score -1.023012e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253749 members 
Mstep: Class 2 contains 36003 members 
Mstep: Class 3 contains 100656 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14199 members 
Mstep: Class 6 contains 19778 members 
Mstep: Class 7 contains 19163 members 
Mstep: Class 8 contains 31007 members 
Mstep: Class 9 contains 27380 members 
Mstep: Class 10 contains 131817 members 
Mstep: Class 11 contains 1162 members 
Mstep: Class 12 contains 91182 members 
Mstep: Class 13 contains 206390 members 
Mstep: Class 14 contains 1967 members 
Mstep: Class 15 contains 12992 members 
Mstep: Class 16 contains 57227 members 
Mstep: Class 17 contains 2036 members 
Mstep: Class 18 contains 9661 members 
Mstep: Class 19 contains 2971 members 
Mstep: Class 20 contains 8625 members 
Mstep: Class 21 contains 3630 members 
Mstep: Class 22 contains 4551 members 
Mstep: Class 23 contains 231392 members 
Mstep: Class 24 contains 5554 members 
Mstep: Class 25 contains 41396 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 17823 members 
Mstep: Class 29 contains 2484 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7802 members 
Mstep: Class 32 contains 2641 members 
Mstep: Class 33 contains 1984 members 
Mstep: Class 34 contains 11525 members 
Mstep: Class 35 contains 2529 members 
Mstep: Class 36 contains 974 members 
Mstep: Class 37 contains 3862 members 
Mstep: Class 38 contains 17209 members 
Mstep: Class 39 contains 1722 members 
Mstep: Class 40 contains 4827 members 
Mstep: Class 41 contains 1346 members 
Mstep: Class 42 contains 10259 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301208.000000 Penalty: 151038.062500
Iteration 126Q: 44 clusters Score -1.023012e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253606 members 
Mstep: Class 2 contains 35976 members 
Mstep: Class 3 contains 100745 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14191 members 
Mstep: Class 6 contains 19771 members 
Mstep: Class 7 contains 19158 members 
Mstep: Class 8 contains 31000 members 
Mstep: Class 9 contains 27394 members 
Mstep: Class 10 contains 131818 members 
Mstep: Class 11 contains 1161 members 
Mstep: Class 12 contains 91201 members 
Mstep: Class 13 contains 206394 members 
Mstep: Class 14 contains 1975 members 
Mstep: Class 15 contains 12990 members 
Mstep: Class 16 contains 57228 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 9697 members 
Mstep: Class 19 contains 2976 members 
Mstep: Class 20 contains 8631 members 
Mstep: Class 21 contains 3631 members 
Mstep: Class 22 contains 4559 members 
Mstep: Class 23 contains 231456 members 
Mstep: Class 24 contains 5553 members 
Mstep: Class 25 contains 41379 members 
Mstep: Class 26 contains 4725 members 
Mstep: Class 27 contains 3378 members 
Mstep: Class 28 contains 17784 members 
Mstep: Class 29 contains 2484 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7810 members 
Mstep: Class 32 contains 2640 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11523 members 
Mstep: Class 35 contains 2530 members 
Mstep: Class 36 contains 974 members 
Mstep: Class 37 contains 3862 members 
Mstep: Class 38 contains 17202 members 
Mstep: Class 39 contains 1722 members 
Mstep: Class 40 contains 4835 members 
Mstep: Class 41 contains 1320 members 
Mstep: Class 42 contains 10265 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301168.000000 Penalty: 151038.062500
Iteration 127Q: 44 clusters Score -1.023012e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253471 members 
Mstep: Class 2 contains 35947 members 
Mstep: Class 3 contains 100820 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14186 members 
Mstep: Class 6 contains 19771 members 
Mstep: Class 7 contains 19156 members 
Mstep: Class 8 contains 30992 members 
Mstep: Class 9 contains 27414 members 
Mstep: Class 10 contains 131820 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 91218 members 
Mstep: Class 13 contains 206394 members 
Mstep: Class 14 contains 1978 members 
Mstep: Class 15 contains 12990 members 
Mstep: Class 16 contains 57235 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 9743 members 
Mstep: Class 19 contains 2980 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 3632 members 
Mstep: Class 22 contains 4565 members 
Mstep: Class 23 contains 231518 members 
Mstep: Class 24 contains 5553 members 
Mstep: Class 25 contains 41369 members 
Mstep: Class 26 contains 4723 members 
Mstep: Class 27 contains 3384 members 
Mstep: Class 28 contains 17731 members 
Mstep: Class 29 contains 2484 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7817 members 
Mstep: Class 32 contains 2637 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11523 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 974 members 
Mstep: Class 37 contains 3861 members 
Mstep: Class 38 contains 17200 members 
Mstep: Class 39 contains 1722 members 
Mstep: Class 40 contains 4840 members 
Mstep: Class 41 contains 1302 members 
Mstep: Class 42 contains 10269 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301248.000000 Penalty: 151038.062500
Iteration 128Q: 44 clusters Score -1.023012e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253366 members 
Mstep: Class 2 contains 35920 members 
Mstep: Class 3 contains 100877 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14182 members 
Mstep: Class 6 contains 19769 members 
Mstep: Class 7 contains 19157 members 
Mstep: Class 8 contains 30983 members 
Mstep: Class 9 contains 27433 members 
Mstep: Class 10 contains 131835 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 91237 members 
Mstep: Class 13 contains 206391 members 
Mstep: Class 14 contains 1980 members 
Mstep: Class 15 contains 12988 members 
Mstep: Class 16 contains 57233 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 9784 members 
Mstep: Class 19 contains 2979 members 
Mstep: Class 20 contains 8634 members 
Mstep: Class 21 contains 3632 members 
Mstep: Class 22 contains 4570 members 
Mstep: Class 23 contains 231564 members 
Mstep: Class 24 contains 5553 members 
Mstep: Class 25 contains 41366 members 
Mstep: Class 26 contains 4724 members 
Mstep: Class 27 contains 3388 members 
Mstep: Class 28 contains 17681 members 
Mstep: Class 29 contains 2484 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7824 members 
Mstep: Class 32 contains 2632 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11523 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 974 members 
Mstep: Class 37 contains 3860 members 
Mstep: Class 38 contains 17195 members 
Mstep: Class 39 contains 1722 members 
Mstep: Class 40 contains 4845 members 
Mstep: Class 41 contains 1296 members 
Mstep: Class 42 contains 10271 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301256.000000 Penalty: 151038.062500
Iteration 129Q: 44 clusters Score -1.023013e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253265 members 
Mstep: Class 2 contains 35893 members 
Mstep: Class 3 contains 100926 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14181 members 
Mstep: Class 6 contains 19771 members 
Mstep: Class 7 contains 19156 members 
Mstep: Class 8 contains 30976 members 
Mstep: Class 9 contains 27448 members 
Mstep: Class 10 contains 131837 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 91248 members 
Mstep: Class 13 contains 206391 members 
Mstep: Class 14 contains 1983 members 
Mstep: Class 15 contains 12985 members 
Mstep: Class 16 contains 57238 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 9826 members 
Mstep: Class 19 contains 2980 members 
Mstep: Class 20 contains 8636 members 
Mstep: Class 21 contains 3632 members 
Mstep: Class 22 contains 4572 members 
Mstep: Class 23 contains 231621 members 
Mstep: Class 24 contains 5553 members 
Mstep: Class 25 contains 41368 members 
Mstep: Class 26 contains 4725 members 
Mstep: Class 27 contains 3389 members 
Mstep: Class 28 contains 17630 members 
Mstep: Class 29 contains 2484 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7834 members 
Mstep: Class 32 contains 2629 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11520 members 
Mstep: Class 35 contains 2533 members 
Mstep: Class 36 contains 974 members 
Mstep: Class 37 contains 3861 members 
Mstep: Class 38 contains 17192 members 
Mstep: Class 39 contains 1724 members 
Mstep: Class 40 contains 4839 members 
Mstep: Class 41 contains 1290 members 
Mstep: Class 42 contains 10273 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301168.000000 Penalty: 151038.062500
Iteration 130Q: 44 clusters Score -1.023012e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253168 members 
Mstep: Class 2 contains 35862 members 
Mstep: Class 3 contains 100980 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14178 members 
Mstep: Class 6 contains 19773 members 
Mstep: Class 7 contains 19154 members 
Mstep: Class 8 contains 30975 members 
Mstep: Class 9 contains 27464 members 
Mstep: Class 10 contains 131846 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 91260 members 
Mstep: Class 13 contains 206392 members 
Mstep: Class 14 contains 1986 members 
Mstep: Class 15 contains 12984 members 
Mstep: Class 16 contains 57238 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 9868 members 
Mstep: Class 19 contains 2985 members 
Mstep: Class 20 contains 8639 members 
Mstep: Class 21 contains 3632 members 
Mstep: Class 22 contains 4574 members 
Mstep: Class 23 contains 231672 members 
Mstep: Class 24 contains 5553 members 
Mstep: Class 25 contains 41371 members 
Mstep: Class 26 contains 4725 members 
Mstep: Class 27 contains 3390 members 
Mstep: Class 28 contains 17573 members 
Mstep: Class 29 contains 2483 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7838 members 
Mstep: Class 32 contains 2624 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11512 members 
Mstep: Class 35 contains 2533 members 
Mstep: Class 36 contains 974 members 
Mstep: Class 37 contains 3859 members 
Mstep: Class 38 contains 17191 members 
Mstep: Class 39 contains 1725 members 
Mstep: Class 40 contains 4842 members 
Mstep: Class 41 contains 1285 members 
Mstep: Class 42 contains 10275 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301344.000000 Penalty: 151038.062500
Iteration 131Q: 44 clusters Score -1.023013e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253069 members 
Mstep: Class 2 contains 35840 members 
Mstep: Class 3 contains 101020 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14173 members 
Mstep: Class 6 contains 19777 members 
Mstep: Class 7 contains 19154 members 
Mstep: Class 8 contains 30990 members 
Mstep: Class 9 contains 27479 members 
Mstep: Class 10 contains 131848 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 91277 members 
Mstep: Class 13 contains 206392 members 
Mstep: Class 14 contains 1987 members 
Mstep: Class 15 contains 12983 members 
Mstep: Class 16 contains 57239 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 9914 members 
Mstep: Class 19 contains 2992 members 
Mstep: Class 20 contains 8640 members 
Mstep: Class 21 contains 3632 members 
Mstep: Class 22 contains 4577 members 
Mstep: Class 23 contains 231725 members 
Mstep: Class 24 contains 5553 members 
Mstep: Class 25 contains 41364 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 3391 members 
Mstep: Class 28 contains 17517 members 
Mstep: Class 29 contains 2482 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7839 members 
Mstep: Class 32 contains 2616 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11508 members 
Mstep: Class 35 contains 2533 members 
Mstep: Class 36 contains 974 members 
Mstep: Class 37 contains 3859 members 
Mstep: Class 38 contains 17189 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 4840 members 
Mstep: Class 41 contains 1280 members 
Mstep: Class 42 contains 10278 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301272.000000 Penalty: 151038.062500
Iteration 132Q: 44 clusters Score -1.023013e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 252992 members 
Mstep: Class 2 contains 35814 members 
Mstep: Class 3 contains 101065 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14170 members 
Mstep: Class 6 contains 19784 members 
Mstep: Class 7 contains 19152 members 
Mstep: Class 8 contains 30995 members 
Mstep: Class 9 contains 27490 members 
Mstep: Class 10 contains 131853 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 91292 members 
Mstep: Class 13 contains 206393 members 
Mstep: Class 14 contains 1990 members 
Mstep: Class 15 contains 12978 members 
Mstep: Class 16 contains 57234 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 9967 members 
Mstep: Class 19 contains 2999 members 
Mstep: Class 20 contains 8641 members 
Mstep: Class 21 contains 3632 members 
Mstep: Class 22 contains 4578 members 
Mstep: Class 23 contains 231775 members 
Mstep: Class 24 contains 5553 members 
Mstep: Class 25 contains 41361 members 
Mstep: Class 26 contains 4728 members 
Mstep: Class 27 contains 3394 members 
Mstep: Class 28 contains 17441 members 
Mstep: Class 29 contains 2482 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7839 members 
Mstep: Class 32 contains 2613 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11504 members 
Mstep: Class 35 contains 2533 members 
Mstep: Class 36 contains 975 members 
Mstep: Class 37 contains 3859 members 
Mstep: Class 38 contains 17186 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 4837 members 
Mstep: Class 41 contains 1275 members 
Mstep: Class 42 contains 10283 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301176.000000 Penalty: 151038.062500
Iteration 133Q: 44 clusters Score -1.023012e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 252920 members 
Mstep: Class 2 contains 35785 members 
Mstep: Class 3 contains 101092 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14170 members 
Mstep: Class 6 contains 19790 members 
Mstep: Class 7 contains 19148 members 
Mstep: Class 8 contains 30999 members 
Mstep: Class 9 contains 27501 members 
Mstep: Class 10 contains 131856 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 91305 members 
Mstep: Class 13 contains 206395 members 
Mstep: Class 14 contains 1991 members 
Mstep: Class 15 contains 12976 members 
Mstep: Class 16 contains 57237 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 10037 members 
Mstep: Class 19 contains 3004 members 
Mstep: Class 20 contains 8641 members 
Mstep: Class 21 contains 3632 members 
Mstep: Class 22 contains 4580 members 
Mstep: Class 23 contains 231825 members 
Mstep: Class 24 contains 5553 members 
Mstep: Class 25 contains 41363 members 
Mstep: Class 26 contains 4728 members 
Mstep: Class 27 contains 3397 members 
Mstep: Class 28 contains 17350 members 
Mstep: Class 29 contains 2482 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7841 members 
Mstep: Class 32 contains 2611 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11504 members 
Mstep: Class 35 contains 2533 members 
Mstep: Class 36 contains 976 members 
Mstep: Class 37 contains 3857 members 
Mstep: Class 38 contains 17184 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 4840 members 
Mstep: Class 41 contains 1272 members 
Mstep: Class 42 contains 10283 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301424.000000 Penalty: 151038.062500
Iteration 134Q: 44 clusters Score -1.023014e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 252873 members 
Mstep: Class 2 contains 35764 members 
Mstep: Class 3 contains 101120 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14170 members 
Mstep: Class 6 contains 19800 members 
Mstep: Class 7 contains 19147 members 
Mstep: Class 8 contains 30991 members 
Mstep: Class 9 contains 27508 members 
Mstep: Class 10 contains 131861 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 91315 members 
Mstep: Class 13 contains 206396 members 
Mstep: Class 14 contains 1991 members 
Mstep: Class 15 contains 12973 members 
Mstep: Class 16 contains 57238 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 10104 members 
Mstep: Class 19 contains 3008 members 
Mstep: Class 20 contains 8641 members 
Mstep: Class 21 contains 3632 members 
Mstep: Class 22 contains 4582 members 
Mstep: Class 23 contains 231864 members 
Mstep: Class 24 contains 5553 members 
Mstep: Class 25 contains 41361 members 
Mstep: Class 26 contains 4729 members 
Mstep: Class 27 contains 3399 members 
Mstep: Class 28 contains 17257 members 
Mstep: Class 29 contains 2482 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7843 members 
Mstep: Class 32 contains 2609 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11504 members 
Mstep: Class 35 contains 2533 members 
Mstep: Class 36 contains 976 members 
Mstep: Class 37 contains 3857 members 
Mstep: Class 38 contains 17182 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 4841 members 
Mstep: Class 41 contains 1269 members 
Mstep: Class 42 contains 10285 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301480.000000 Penalty: 151038.062500
Iteration 135Q: 44 clusters Score -1.023015e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 252824 members 
Mstep: Class 2 contains 35750 members 
Mstep: Class 3 contains 101138 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14170 members 
Mstep: Class 6 contains 19803 members 
Mstep: Class 7 contains 19147 members 
Mstep: Class 8 contains 30999 members 
Mstep: Class 9 contains 27514 members 
Mstep: Class 10 contains 131863 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 91315 members 
Mstep: Class 13 contains 206396 members 
Mstep: Class 14 contains 1991 members 
Mstep: Class 15 contains 12973 members 
Mstep: Class 16 contains 57239 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 10190 members 
Mstep: Class 19 contains 3009 members 
Mstep: Class 20 contains 8641 members 
Mstep: Class 21 contains 3632 members 
Mstep: Class 22 contains 4584 members 
Mstep: Class 23 contains 231896 members 
Mstep: Class 24 contains 5553 members 
Mstep: Class 25 contains 41361 members 
Mstep: Class 26 contains 4729 members 
Mstep: Class 27 contains 3402 members 
Mstep: Class 28 contains 17149 members 
Mstep: Class 29 contains 2482 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7843 members 
Mstep: Class 32 contains 2609 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11506 members 
Mstep: Class 35 contains 2534 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3859 members 
Mstep: Class 38 contains 17180 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 4845 members 
Mstep: Class 41 contains 1264 members 
Mstep: Class 42 contains 10291 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301368.000000 Penalty: 151038.062500
Iteration 136Q: 44 clusters Score -1.023014e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 252792 members 
Mstep: Class 2 contains 35741 members 
Mstep: Class 3 contains 101153 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14168 members 
Mstep: Class 6 contains 19807 members 
Mstep: Class 7 contains 19148 members 
Mstep: Class 8 contains 30994 members 
Mstep: Class 9 contains 27518 members 
Mstep: Class 10 contains 131869 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 91319 members 
Mstep: Class 13 contains 206395 members 
Mstep: Class 14 contains 1992 members 
Mstep: Class 15 contains 12972 members 
Mstep: Class 16 contains 57229 members 
Mstep: Class 17 contains 2040 members 
Mstep: Class 18 contains 10312 members 
Mstep: Class 19 contains 3013 members 
Mstep: Class 20 contains 8641 members 
Mstep: Class 21 contains 3633 members 
Mstep: Class 22 contains 4587 members 
Mstep: Class 23 contains 231916 members 
Mstep: Class 24 contains 5553 members 
Mstep: Class 25 contains 41365 members 
Mstep: Class 26 contains 4729 members 
Mstep: Class 27 contains 3403 members 
Mstep: Class 28 contains 17018 members 
Mstep: Class 29 contains 2481 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7846 members 
Mstep: Class 32 contains 2604 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11506 members 
Mstep: Class 35 contains 2532 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3861 members 
Mstep: Class 38 contains 17180 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 4845 members 
Mstep: Class 41 contains 1263 members 
Mstep: Class 42 contains 10295 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301272.000000 Penalty: 151038.062500
Iteration 137Q: 44 clusters Score -1.023013e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 252753 members 
Mstep: Class 2 contains 35730 members 
Mstep: Class 3 contains 101172 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14164 members 
Mstep: Class 6 contains 19816 members 
Mstep: Class 7 contains 19149 members 
Mstep: Class 8 contains 30990 members 
Mstep: Class 9 contains 27519 members 
Mstep: Class 10 contains 131857 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91322 members 
Mstep: Class 13 contains 206396 members 
Mstep: Class 14 contains 1992 members 
Mstep: Class 15 contains 12973 members 
Mstep: Class 16 contains 57233 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 10429 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 8640 members 
Mstep: Class 21 contains 3635 members 
Mstep: Class 22 contains 4589 members 
Mstep: Class 23 contains 231939 members 
Mstep: Class 24 contains 5553 members 
Mstep: Class 25 contains 41373 members 
Mstep: Class 26 contains 4729 members 
Mstep: Class 27 contains 3403 members 
Mstep: Class 28 contains 16888 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7850 members 
Mstep: Class 32 contains 2602 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11506 members 
Mstep: Class 35 contains 2532 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3858 members 
Mstep: Class 38 contains 17182 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 4850 members 
Mstep: Class 41 contains 1262 members 
Mstep: Class 42 contains 10296 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301392.000000 Penalty: 151038.062500
Iteration 138Q: 44 clusters Score -1.023014e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 252720 members 
Mstep: Class 2 contains 35716 members 
Mstep: Class 3 contains 101194 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14162 members 
Mstep: Class 6 contains 19816 members 
Mstep: Class 7 contains 19151 members 
Mstep: Class 8 contains 30995 members 
Mstep: Class 9 contains 27523 members 
Mstep: Class 10 contains 131853 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91326 members 
Mstep: Class 13 contains 206399 members 
Mstep: Class 14 contains 1992 members 
Mstep: Class 15 contains 12972 members 
Mstep: Class 16 contains 57245 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 10558 members 
Mstep: Class 19 contains 3023 members 
Mstep: Class 20 contains 8639 members 
Mstep: Class 21 contains 3636 members 
Mstep: Class 22 contains 4590 members 
Mstep: Class 23 contains 231959 members 
Mstep: Class 24 contains 5553 members 
Mstep: Class 25 contains 41366 members 
Mstep: Class 26 contains 4730 members 
Mstep: Class 27 contains 3403 members 
Mstep: Class 28 contains 16740 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7853 members 
Mstep: Class 32 contains 2600 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11505 members 
Mstep: Class 35 contains 2532 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3858 members 
Mstep: Class 38 contains 17179 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 4854 members 
Mstep: Class 41 contains 1262 members 
Mstep: Class 42 contains 10297 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301544.000000 Penalty: 151038.062500
Iteration 139Q: 44 clusters Score -1.023015e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 252684 members 
Mstep: Class 2 contains 35697 members 
Mstep: Class 3 contains 101215 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14159 members 
Mstep: Class 6 contains 19824 members 
Mstep: Class 7 contains 19151 members 
Mstep: Class 8 contains 30999 members 
Mstep: Class 9 contains 27528 members 
Mstep: Class 10 contains 131853 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91329 members 
Mstep: Class 13 contains 206399 members 
Mstep: Class 14 contains 1994 members 
Mstep: Class 15 contains 12973 members 
Mstep: Class 16 contains 57252 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 10717 members 
Mstep: Class 19 contains 3028 members 
Mstep: Class 20 contains 8641 members 
Mstep: Class 21 contains 3636 members 
Mstep: Class 22 contains 4593 members 
Mstep: Class 23 contains 231993 members 
Mstep: Class 24 contains 5553 members 
Mstep: Class 25 contains 41360 members 
Mstep: Class 26 contains 4730 members 
Mstep: Class 27 contains 3403 members 
Mstep: Class 28 contains 16555 members 
Mstep: Class 29 contains 2477 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7853 members 
Mstep: Class 32 contains 2599 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11501 members 
Mstep: Class 35 contains 2532 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3856 members 
Mstep: Class 38 contains 17176 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 4858 members 
Mstep: Class 41 contains 1262 members 
Mstep: Class 42 contains 10300 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301672.000000 Penalty: 151038.062500
Iteration 140F: 44 clusters Score -1.023017e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252640 members 
Mstep: Class 2 contains 35678 members 
Mstep: Class 3 contains 101239 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14155 members 
Mstep: Class 6 contains 19815 members 
Mstep: Class 7 contains 19154 members 
Mstep: Class 8 contains 31007 members 
Mstep: Class 9 contains 27530 members 
Mstep: Class 10 contains 131854 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91333 members 
Mstep: Class 13 contains 206400 members 
Mstep: Class 14 contains 1994 members 
Mstep: Class 15 contains 12975 members 
Mstep: Class 16 contains 57264 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 10872 members 
Mstep: Class 19 contains 3031 members 
Mstep: Class 20 contains 8641 members 
Mstep: Class 21 contains 3636 members 
Mstep: Class 22 contains 4595 members 
Mstep: Class 23 contains 232024 members 
Mstep: Class 24 contains 5554 members 
Mstep: Class 25 contains 41355 members 
Mstep: Class 26 contains 4733 members 
Mstep: Class 27 contains 3404 members 
Mstep: Class 28 contains 16376 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7853 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11503 members 
Mstep: Class 35 contains 2532 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3857 members 
Mstep: Class 38 contains 17170 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 4868 members 
Mstep: Class 41 contains 1262 members 
Mstep: Class 42 contains 10298 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301728.000000 Penalty: 151038.062500
Iteration 141Q: 44 clusters Score -1.023017e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252608 members 
Mstep: Class 2 contains 35651 members 
Mstep: Class 3 contains 101256 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14153 members 
Mstep: Class 6 contains 19804 members 
Mstep: Class 7 contains 19154 members 
Mstep: Class 8 contains 31013 members 
Mstep: Class 9 contains 27530 members 
Mstep: Class 10 contains 131855 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91338 members 
Mstep: Class 13 contains 206400 members 
Mstep: Class 14 contains 1994 members 
Mstep: Class 15 contains 12975 members 
Mstep: Class 16 contains 57274 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 3034 members 
Mstep: Class 20 contains 8642 members 
Mstep: Class 21 contains 3636 members 
Mstep: Class 22 contains 4595 members 
Mstep: Class 23 contains 232062 members 
Mstep: Class 24 contains 5555 members 
Mstep: Class 25 contains 41346 members 
Mstep: Class 26 contains 4733 members 
Mstep: Class 27 contains 3404 members 
Mstep: Class 28 contains 16192 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7854 members 
Mstep: Class 32 contains 2604 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11504 members 
Mstep: Class 35 contains 2532 members 
Mstep: Class 36 contains 978 members 
Mstep: Class 37 contains 3859 members 
Mstep: Class 38 contains 17169 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 4879 members 
Mstep: Class 41 contains 1261 members 
Mstep: Class 42 contains 10304 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301904.000000 Penalty: 151038.062500
Iteration 142Q: 44 clusters Score -1.023019e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252575 members 
Mstep: Class 2 contains 35619 members 
Mstep: Class 3 contains 101269 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 14153 members 
Mstep: Class 6 contains 19795 members 
Mstep: Class 7 contains 19151 members 
Mstep: Class 8 contains 31011 members 
Mstep: Class 9 contains 27531 members 
Mstep: Class 10 contains 131865 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91350 members 
Mstep: Class 13 contains 206401 members 
Mstep: Class 14 contains 1995 members 
Mstep: Class 15 contains 12975 members 
Mstep: Class 16 contains 57278 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 11214 members 
Mstep: Class 19 contains 3035 members 
Mstep: Class 20 contains 8640 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 4596 members 
Mstep: Class 23 contains 232101 members 
Mstep: Class 24 contains 5556 members 
Mstep: Class 25 contains 41339 members 
Mstep: Class 26 contains 4733 members 
Mstep: Class 27 contains 3404 members 
Mstep: Class 28 contains 15997 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7853 members 
Mstep: Class 32 contains 2608 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11505 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 978 members 
Mstep: Class 37 contains 3853 members 
Mstep: Class 38 contains 17167 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 4892 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 10314 members 
Mstep: Class 43 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301760.000000 Penalty: 151038.062500
Iteration 143Q: 44 clusters Score -1.023018e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252541 members 
Mstep: Class 2 contains 35591 members 
Mstep: Class 3 contains 101282 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14151 members 
Mstep: Class 6 contains 19781 members 
Mstep: Class 7 contains 19150 members 
Mstep: Class 8 contains 31003 members 
Mstep: Class 9 contains 27532 members 
Mstep: Class 10 contains 131864 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91360 members 
Mstep: Class 13 contains 206403 members 
Mstep: Class 14 contains 1998 members 
Mstep: Class 15 contains 12975 members 
Mstep: Class 16 contains 57272 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 11425 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 8640 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 4596 members 
Mstep: Class 23 contains 232151 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 41338 members 
Mstep: Class 26 contains 4733 members 
Mstep: Class 27 contains 3402 members 
Mstep: Class 28 contains 15795 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7853 members 
Mstep: Class 32 contains 2610 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11504 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 978 members 
Mstep: Class 37 contains 3841 members 
Mstep: Class 38 contains 17169 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 4904 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10317 members 
Mstep: Class 43 contains 3038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301848.000000 Penalty: 151038.062500
Iteration 144Q: 44 clusters Score -1.023018e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252514 members 
Mstep: Class 2 contains 35565 members 
Mstep: Class 3 contains 101291 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14149 members 
Mstep: Class 6 contains 19767 members 
Mstep: Class 7 contains 19150 members 
Mstep: Class 8 contains 30994 members 
Mstep: Class 9 contains 27536 members 
Mstep: Class 10 contains 131863 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91354 members 
Mstep: Class 13 contains 206403 members 
Mstep: Class 14 contains 2002 members 
Mstep: Class 15 contains 12974 members 
Mstep: Class 16 contains 57281 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 11660 members 
Mstep: Class 19 contains 3043 members 
Mstep: Class 20 contains 8640 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 4598 members 
Mstep: Class 23 contains 232192 members 
Mstep: Class 24 contains 5557 members 
Mstep: Class 25 contains 41338 members 
Mstep: Class 26 contains 4733 members 
Mstep: Class 27 contains 3402 members 
Mstep: Class 28 contains 15576 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7855 members 
Mstep: Class 32 contains 2610 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11505 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 978 members 
Mstep: Class 37 contains 3833 members 
Mstep: Class 38 contains 17169 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 4904 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10316 members 
Mstep: Class 43 contains 3039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302104.000000 Penalty: 151038.062500
Iteration 145Q: 44 clusters Score -1.023021e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252485 members 
Mstep: Class 2 contains 35542 members 
Mstep: Class 3 contains 101300 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14147 members 
Mstep: Class 6 contains 19735 members 
Mstep: Class 7 contains 19150 members 
Mstep: Class 8 contains 30982 members 
Mstep: Class 9 contains 27540 members 
Mstep: Class 10 contains 131868 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91356 members 
Mstep: Class 13 contains 206401 members 
Mstep: Class 14 contains 2007 members 
Mstep: Class 15 contains 12973 members 
Mstep: Class 16 contains 57284 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 11899 members 
Mstep: Class 19 contains 3041 members 
Mstep: Class 20 contains 8639 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 4598 members 
Mstep: Class 23 contains 232245 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 41329 members 
Mstep: Class 26 contains 4733 members 
Mstep: Class 27 contains 3402 members 
Mstep: Class 28 contains 15360 members 
Mstep: Class 29 contains 2476 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7858 members 
Mstep: Class 32 contains 2609 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11504 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 978 members 
Mstep: Class 37 contains 3828 members 
Mstep: Class 38 contains 17167 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 4918 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10317 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302472.000000 Penalty: 151038.062500
Iteration 146Q: 44 clusters Score -1.023025e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252445 members 
Mstep: Class 2 contains 35530 members 
Mstep: Class 3 contains 101314 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14143 members 
Mstep: Class 6 contains 19696 members 
Mstep: Class 7 contains 19150 members 
Mstep: Class 8 contains 30969 members 
Mstep: Class 9 contains 27539 members 
Mstep: Class 10 contains 131878 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91363 members 
Mstep: Class 13 contains 206400 members 
Mstep: Class 14 contains 2012 members 
Mstep: Class 15 contains 12972 members 
Mstep: Class 16 contains 57271 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 12142 members 
Mstep: Class 19 contains 3046 members 
Mstep: Class 20 contains 8639 members 
Mstep: Class 21 contains 3638 members 
Mstep: Class 22 contains 4599 members 
Mstep: Class 23 contains 232283 members 
Mstep: Class 24 contains 5560 members 
Mstep: Class 25 contains 41319 members 
Mstep: Class 26 contains 4734 members 
Mstep: Class 27 contains 3400 members 
Mstep: Class 28 contains 15155 members 
Mstep: Class 29 contains 2476 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7858 members 
Mstep: Class 32 contains 2611 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11509 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 978 members 
Mstep: Class 37 contains 3820 members 
Mstep: Class 38 contains 17168 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 4931 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10318 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302616.000000 Penalty: 151038.062500
Iteration 147Q: 44 clusters Score -1.023026e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252410 members 
Mstep: Class 2 contains 35517 members 
Mstep: Class 3 contains 101322 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14139 members 
Mstep: Class 6 contains 19649 members 
Mstep: Class 7 contains 19157 members 
Mstep: Class 8 contains 30965 members 
Mstep: Class 9 contains 27539 members 
Mstep: Class 10 contains 131891 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91379 members 
Mstep: Class 13 contains 206396 members 
Mstep: Class 14 contains 2019 members 
Mstep: Class 15 contains 12971 members 
Mstep: Class 16 contains 57273 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 12338 members 
Mstep: Class 19 contains 3049 members 
Mstep: Class 20 contains 8640 members 
Mstep: Class 21 contains 3640 members 
Mstep: Class 22 contains 4600 members 
Mstep: Class 23 contains 232315 members 
Mstep: Class 24 contains 5561 members 
Mstep: Class 25 contains 41306 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3400 members 
Mstep: Class 28 contains 14967 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7859 members 
Mstep: Class 32 contains 2610 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11515 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 978 members 
Mstep: Class 37 contains 3811 members 
Mstep: Class 38 contains 17170 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 4951 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10316 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302720.000000 Penalty: 151038.062500
Iteration 148Q: 44 clusters Score -1.023027e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252384 members 
Mstep: Class 2 contains 35500 members 
Mstep: Class 3 contains 101342 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14137 members 
Mstep: Class 6 contains 19602 members 
Mstep: Class 7 contains 19157 members 
Mstep: Class 8 contains 30957 members 
Mstep: Class 9 contains 27541 members 
Mstep: Class 10 contains 131908 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91373 members 
Mstep: Class 13 contains 206395 members 
Mstep: Class 14 contains 2024 members 
Mstep: Class 15 contains 12969 members 
Mstep: Class 16 contains 57278 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 12545 members 
Mstep: Class 19 contains 3047 members 
Mstep: Class 20 contains 8641 members 
Mstep: Class 21 contains 3640 members 
Mstep: Class 22 contains 4600 members 
Mstep: Class 23 contains 232345 members 
Mstep: Class 24 contains 5561 members 
Mstep: Class 25 contains 41299 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3400 members 
Mstep: Class 28 contains 14778 members 
Mstep: Class 29 contains 2477 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7860 members 
Mstep: Class 32 contains 2612 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11523 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 978 members 
Mstep: Class 37 contains 3806 members 
Mstep: Class 38 contains 17167 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 4967 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10318 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302824.000000 Penalty: 151038.062500
Iteration 149Q: 44 clusters Score -1.023028e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252358 members 
Mstep: Class 2 contains 35492 members 
Mstep: Class 3 contains 101353 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14137 members 
Mstep: Class 6 contains 19551 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 30947 members 
Mstep: Class 9 contains 27541 members 
Mstep: Class 10 contains 131931 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91380 members 
Mstep: Class 13 contains 206396 members 
Mstep: Class 14 contains 2028 members 
Mstep: Class 15 contains 12971 members 
Mstep: Class 16 contains 57271 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 12737 members 
Mstep: Class 19 contains 3045 members 
Mstep: Class 20 contains 8641 members 
Mstep: Class 21 contains 3643 members 
Mstep: Class 22 contains 4599 members 
Mstep: Class 23 contains 232366 members 
Mstep: Class 24 contains 5562 members 
Mstep: Class 25 contains 41298 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3398 members 
Mstep: Class 28 contains 14598 members 
Mstep: Class 29 contains 2476 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7864 members 
Mstep: Class 32 contains 2610 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11521 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3802 members 
Mstep: Class 38 contains 17168 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 4980 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10330 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302848.000000 Penalty: 151038.062500
Iteration 150Q: 44 clusters Score -1.023028e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252327 members 
Mstep: Class 2 contains 35478 members 
Mstep: Class 3 contains 101367 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14135 members 
Mstep: Class 6 contains 19495 members 
Mstep: Class 7 contains 19161 members 
Mstep: Class 8 contains 30939 members 
Mstep: Class 9 contains 27544 members 
Mstep: Class 10 contains 131938 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91391 members 
Mstep: Class 13 contains 206400 members 
Mstep: Class 14 contains 2032 members 
Mstep: Class 15 contains 12974 members 
Mstep: Class 16 contains 57267 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 12905 members 
Mstep: Class 19 contains 3042 members 
Mstep: Class 20 contains 8641 members 
Mstep: Class 21 contains 3646 members 
Mstep: Class 22 contains 4599 members 
Mstep: Class 23 contains 232391 members 
Mstep: Class 24 contains 5562 members 
Mstep: Class 25 contains 41290 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3397 members 
Mstep: Class 28 contains 14463 members 
Mstep: Class 29 contains 2476 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7870 members 
Mstep: Class 32 contains 2608 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11520 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3797 members 
Mstep: Class 38 contains 17170 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 4986 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10343 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303016.000000 Penalty: 151038.062500
Iteration 151Q: 44 clusters Score -1.02303e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252304 members 
Mstep: Class 2 contains 35465 members 
Mstep: Class 3 contains 101380 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14133 members 
Mstep: Class 6 contains 19423 members 
Mstep: Class 7 contains 19158 members 
Mstep: Class 8 contains 30941 members 
Mstep: Class 9 contains 27545 members 
Mstep: Class 10 contains 131944 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91396 members 
Mstep: Class 13 contains 206399 members 
Mstep: Class 14 contains 2032 members 
Mstep: Class 15 contains 12974 members 
Mstep: Class 16 contains 57276 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13053 members 
Mstep: Class 19 contains 3044 members 
Mstep: Class 20 contains 8641 members 
Mstep: Class 21 contains 3650 members 
Mstep: Class 22 contains 4599 members 
Mstep: Class 23 contains 232417 members 
Mstep: Class 24 contains 5560 members 
Mstep: Class 25 contains 41291 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3397 members 
Mstep: Class 28 contains 14338 members 
Mstep: Class 29 contains 2476 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7874 members 
Mstep: Class 32 contains 2608 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11510 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3793 members 
Mstep: Class 38 contains 17174 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 4999 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10360 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303072.000000 Penalty: 151038.062500
Iteration 152Q: 44 clusters Score -1.023031e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252284 members 
Mstep: Class 2 contains 35452 members 
Mstep: Class 3 contains 101387 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14128 members 
Mstep: Class 6 contains 19355 members 
Mstep: Class 7 contains 19157 members 
Mstep: Class 8 contains 30952 members 
Mstep: Class 9 contains 27544 members 
Mstep: Class 10 contains 131958 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91401 members 
Mstep: Class 13 contains 206401 members 
Mstep: Class 14 contains 2035 members 
Mstep: Class 15 contains 12975 members 
Mstep: Class 16 contains 57281 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13173 members 
Mstep: Class 19 contains 3048 members 
Mstep: Class 20 contains 8641 members 
Mstep: Class 21 contains 3654 members 
Mstep: Class 22 contains 4598 members 
Mstep: Class 23 contains 232439 members 
Mstep: Class 24 contains 5560 members 
Mstep: Class 25 contains 41298 members 
Mstep: Class 26 contains 4734 members 
Mstep: Class 27 contains 3397 members 
Mstep: Class 28 contains 14218 members 
Mstep: Class 29 contains 2476 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7877 members 
Mstep: Class 32 contains 2607 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11505 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3788 members 
Mstep: Class 38 contains 17174 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5014 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10378 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302992.000000 Penalty: 151038.062500
Iteration 153Q: 44 clusters Score -1.02303e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252262 members 
Mstep: Class 2 contains 35439 members 
Mstep: Class 3 contains 101403 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14120 members 
Mstep: Class 6 contains 19295 members 
Mstep: Class 7 contains 19162 members 
Mstep: Class 8 contains 30956 members 
Mstep: Class 9 contains 27548 members 
Mstep: Class 10 contains 131977 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91414 members 
Mstep: Class 13 contains 206399 members 
Mstep: Class 14 contains 2040 members 
Mstep: Class 15 contains 12974 members 
Mstep: Class 16 contains 57272 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13265 members 
Mstep: Class 19 contains 3049 members 
Mstep: Class 20 contains 8641 members 
Mstep: Class 21 contains 3656 members 
Mstep: Class 22 contains 4599 members 
Mstep: Class 23 contains 232469 members 
Mstep: Class 24 contains 5561 members 
Mstep: Class 25 contains 41294 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3397 members 
Mstep: Class 28 contains 14119 members 
Mstep: Class 29 contains 2475 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7879 members 
Mstep: Class 32 contains 2606 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11508 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3784 members 
Mstep: Class 38 contains 17176 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5025 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10390 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302856.000000 Penalty: 151038.062500
Iteration 154Q: 44 clusters Score -1.023029e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252240 members 
Mstep: Class 2 contains 35435 members 
Mstep: Class 3 contains 101415 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14117 members 
Mstep: Class 6 contains 19247 members 
Mstep: Class 7 contains 19163 members 
Mstep: Class 8 contains 30950 members 
Mstep: Class 9 contains 27550 members 
Mstep: Class 10 contains 131995 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91423 members 
Mstep: Class 13 contains 206401 members 
Mstep: Class 14 contains 2042 members 
Mstep: Class 15 contains 12973 members 
Mstep: Class 16 contains 57273 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13350 members 
Mstep: Class 19 contains 3056 members 
Mstep: Class 20 contains 8642 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 4599 members 
Mstep: Class 23 contains 232487 members 
Mstep: Class 24 contains 5561 members 
Mstep: Class 25 contains 41294 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 14028 members 
Mstep: Class 29 contains 2476 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7885 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11504 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3781 members 
Mstep: Class 38 contains 17176 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5036 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10400 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303088.000000 Penalty: 151038.062500
Iteration 155Q: 44 clusters Score -1.023031e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252230 members 
Mstep: Class 2 contains 35431 members 
Mstep: Class 3 contains 101421 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14115 members 
Mstep: Class 6 contains 19205 members 
Mstep: Class 7 contains 19162 members 
Mstep: Class 8 contains 30934 members 
Mstep: Class 9 contains 27554 members 
Mstep: Class 10 contains 132012 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91430 members 
Mstep: Class 13 contains 206403 members 
Mstep: Class 14 contains 2045 members 
Mstep: Class 15 contains 12973 members 
Mstep: Class 16 contains 57274 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13424 members 
Mstep: Class 19 contains 3060 members 
Mstep: Class 20 contains 8643 members 
Mstep: Class 21 contains 3659 members 
Mstep: Class 22 contains 4599 members 
Mstep: Class 23 contains 232503 members 
Mstep: Class 24 contains 5561 members 
Mstep: Class 25 contains 41297 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13951 members 
Mstep: Class 29 contains 2475 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7888 members 
Mstep: Class 32 contains 2599 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11503 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3779 members 
Mstep: Class 38 contains 17179 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5041 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10408 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303088.000000 Penalty: 151038.062500
Iteration 156Q: 44 clusters Score -1.023031e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252218 members 
Mstep: Class 2 contains 35424 members 
Mstep: Class 3 contains 101429 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14111 members 
Mstep: Class 6 contains 19165 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 30931 members 
Mstep: Class 9 contains 27553 members 
Mstep: Class 10 contains 132036 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91438 members 
Mstep: Class 13 contains 206405 members 
Mstep: Class 14 contains 2049 members 
Mstep: Class 15 contains 12973 members 
Mstep: Class 16 contains 57267 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13483 members 
Mstep: Class 19 contains 3059 members 
Mstep: Class 20 contains 8643 members 
Mstep: Class 21 contains 3660 members 
Mstep: Class 22 contains 4600 members 
Mstep: Class 23 contains 232513 members 
Mstep: Class 24 contains 5563 members 
Mstep: Class 25 contains 41308 members 
Mstep: Class 26 contains 4736 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13891 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7893 members 
Mstep: Class 32 contains 2600 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11491 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3779 members 
Mstep: Class 38 contains 17179 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5042 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10416 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303176.000000 Penalty: 151038.062500
Iteration 157Q: 44 clusters Score -1.023032e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252216 members 
Mstep: Class 2 contains 35420 members 
Mstep: Class 3 contains 101430 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14105 members 
Mstep: Class 6 contains 19140 members 
Mstep: Class 7 contains 19159 members 
Mstep: Class 8 contains 30926 members 
Mstep: Class 9 contains 27553 members 
Mstep: Class 10 contains 132043 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91450 members 
Mstep: Class 13 contains 206407 members 
Mstep: Class 14 contains 2050 members 
Mstep: Class 15 contains 12973 members 
Mstep: Class 16 contains 57268 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13523 members 
Mstep: Class 19 contains 3062 members 
Mstep: Class 20 contains 8643 members 
Mstep: Class 21 contains 3660 members 
Mstep: Class 22 contains 4603 members 
Mstep: Class 23 contains 232518 members 
Mstep: Class 24 contains 5563 members 
Mstep: Class 25 contains 41317 members 
Mstep: Class 26 contains 4739 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13852 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7898 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11481 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 17181 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5041 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10418 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303224.000000 Penalty: 151038.062500
Iteration 158Q: 44 clusters Score -1.023032e+08 nChanged 196
Entering ConstructFrom: 
Score: -102303224.000000 Penalty: 151038.062500
Entering ConstructFrom: 
Trying to split cluster 1 (252216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252216 members 
Entering Unmasked Estep 
Score: -18916658.000000 Penalty: 3084.634033
	Iteration 0F: 2 clusters Score -1.891666e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126211 members 
Mstep: Class 2 contains 126005 members 
Entering Unmasked Estep 
Score: -18747120.000000 Penalty: 6169.268066
	Iteration 0F: 3 clusters Score -1.874712e+07 nChanged 121932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127931 members 
Mstep: Class 2 contains 124285 members 
Entering Unmasked Estep 
Score: -18818580.000000 Penalty: 6169.268066
	Iteration 1F: 3 clusters Score -1.881858e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128712 members 
Mstep: Class 2 contains 123504 members 
Entering Unmasked Estep 
Score: -18819690.000000 Penalty: 6169.268066
	Iteration 2Q: 3 clusters Score -1.881969e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129904 members 
Mstep: Class 2 contains 122312 members 
Entering Unmasked Estep 
Score: -18820670.000000 Penalty: 6169.268066
	Iteration 3Q: 3 clusters Score -1.882067e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131772 members 
Mstep: Class 2 contains 120444 members 
Entering Unmasked Estep 
Score: -18821884.000000 Penalty: 6169.268066
	Iteration 4Q: 3 clusters Score -1.882188e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134701 members 
Mstep: Class 2 contains 117515 members 
Entering Unmasked Estep 
Score: -18823744.000000 Penalty: 6169.268066
	Iteration 5Q: 3 clusters Score -1.882374e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139440 members 
Mstep: Class 2 contains 112776 members 
Entering Unmasked Estep 
Score: -18826542.000000 Penalty: 6169.268066
	Iteration 6Q: 3 clusters Score -1.882654e+07 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147014 members 
Mstep: Class 2 contains 105202 members 
Entering Unmasked Estep 
Score: -18831632.000000 Penalty: 6169.268066
	Iteration 7Q: 3 clusters Score -1.883163e+07 nChanged 14906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158542 members 
Mstep: Class 2 contains 93674 members 
Entering Unmasked Estep 
Score: -18840280.000000 Penalty: 6169.268066
	Iteration 8F: 3 clusters Score -1.884028e+07 nChanged 19041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174705 members 
Mstep: Class 2 contains 77511 members 
Entering Unmasked Estep 
Score: -18855022.000000 Penalty: 6169.268066
	Iteration 9F: 3 clusters Score -1.885502e+07 nChanged 20941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193188 members 
Mstep: Class 2 contains 59028 members 
Entering Unmasked Estep 
Score: -18874458.000000 Penalty: 6169.268066
	Iteration 10F: 3 clusters Score -1.887446e+07 nChanged 17759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208571 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -18892918.000000 Penalty: 6169.268066
	Iteration 11F: 3 clusters Score -1.889292e+07 nChanged 11303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216784 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -18904924.000000 Penalty: 6169.268066
	Iteration 12Q: 3 clusters Score -1.890492e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220263 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -18910512.000000 Penalty: 6169.268066
	Iteration 13Q: 3 clusters Score -1.891051e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221983 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -18912702.000000 Penalty: 6169.268066
	Iteration 14Q: 3 clusters Score -1.89127e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223176 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -18913878.000000 Penalty: 6169.268066
	Iteration 15Q: 3 clusters Score -1.891388e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224043 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -18914806.000000 Penalty: 6169.268066
	Iteration 16Q: 3 clusters Score -1.891481e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224700 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -18915190.000000 Penalty: 6169.268066
	Iteration 17Q: 3 clusters Score -1.891519e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225251 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -18915604.000000 Penalty: 6169.268066
	Iteration 18Q: 3 clusters Score -1.89156e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225678 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -18915802.000000 Penalty: 6169.268066
	Iteration 19Q: 3 clusters Score -1.89158e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226093 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -18915936.000000 Penalty: 6169.268066
	Iteration 20F: 3 clusters Score -1.891594e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226426 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -18916014.000000 Penalty: 6169.268066
	Iteration 21Q: 3 clusters Score -1.891601e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226708 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -18916056.000000 Penalty: 6169.268066
	Iteration 22Q: 3 clusters Score -1.891606e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226971 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -18916162.000000 Penalty: 6169.268066
	Iteration 23Q: 3 clusters Score -1.891616e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227177 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -18916234.000000 Penalty: 6169.268066
	Iteration 24Q: 3 clusters Score -1.891623e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227350 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -18916250.000000 Penalty: 6169.268066
	Iteration 25Q: 3 clusters Score -1.891625e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227506 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -18916258.000000 Penalty: 6169.268066
	Iteration 26Q: 3 clusters Score -1.891626e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227632 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -18916254.000000 Penalty: 6169.268066
	Iteration 27Q: 3 clusters Score -1.891625e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227734 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -18916266.000000 Penalty: 6169.268066
	Iteration 28Q: 3 clusters Score -1.891627e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227834 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -18916270.000000 Penalty: 6169.268066
	Iteration 29Q: 3 clusters Score -1.891627e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227926 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -18916278.000000 Penalty: 6169.268066
	Iteration 30Q: 3 clusters Score -1.891628e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227996 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -18916322.000000 Penalty: 6169.268066
	Iteration 31Q: 3 clusters Score -1.891632e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228054 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -18916304.000000 Penalty: 6169.268066
	Iteration 32Q: 3 clusters Score -1.89163e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228105 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -18916312.000000 Penalty: 6169.268066
	Iteration 33Q: 3 clusters Score -1.891631e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228151 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -18916294.000000 Penalty: 6169.268066
	Iteration 34Q: 3 clusters Score -1.891629e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228199 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -18916282.000000 Penalty: 6169.268066
	Iteration 35Q: 3 clusters Score -1.891628e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228238 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -18916302.000000 Penalty: 6169.268066
	Iteration 36Q: 3 clusters Score -1.89163e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228289 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -18916296.000000 Penalty: 6169.268066
	Iteration 37Q: 3 clusters Score -1.89163e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228333 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -18916274.000000 Penalty: 6169.268066
	Iteration 38Q: 3 clusters Score -1.891627e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228381 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -18916288.000000 Penalty: 6169.268066
	Iteration 39Q: 3 clusters Score -1.891629e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228425 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -18916308.000000 Penalty: 6169.268066
	Iteration 40F: 3 clusters Score -1.891631e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228468 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -18916310.000000 Penalty: 6169.268066
	Iteration 41Q: 3 clusters Score -1.891631e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228508 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -18916320.000000 Penalty: 6169.268066
	Iteration 42Q: 3 clusters Score -1.891632e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228537 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -18916326.000000 Penalty: 6169.268066
	Iteration 43Q: 3 clusters Score -1.891633e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228569 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -18916304.000000 Penalty: 6169.268066
	Iteration 44Q: 3 clusters Score -1.89163e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228603 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -18916310.000000 Penalty: 6169.268066
	Iteration 45Q: 3 clusters Score -1.891631e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228641 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -18916306.000000 Penalty: 6169.268066
	Iteration 46Q: 3 clusters Score -1.891631e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228679 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -18916324.000000 Penalty: 6169.268066
	Iteration 47Q: 3 clusters Score -1.891632e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228711 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -18916320.000000 Penalty: 6169.268066
	Iteration 48Q: 3 clusters Score -1.891632e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228736 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -18916302.000000 Penalty: 6169.268066
	Iteration 49Q: 3 clusters Score -1.89163e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228765 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -18916326.000000 Penalty: 6169.268066
	Iteration 50Q: 3 clusters Score -1.891633e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228793 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -18916340.000000 Penalty: 6169.268066
	Iteration 51Q: 3 clusters Score -1.891634e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228813 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -18916348.000000 Penalty: 6169.268066
	Iteration 52Q: 3 clusters Score -1.891635e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228837 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -18916370.000000 Penalty: 6169.268066
	Iteration 53Q: 3 clusters Score -1.891637e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228854 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -18916364.000000 Penalty: 6169.268066
	Iteration 54Q: 3 clusters Score -1.891636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228867 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -18916366.000000 Penalty: 6169.268066
	Iteration 55Q: 3 clusters Score -1.891637e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228887 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -18916368.000000 Penalty: 6169.268066
	Iteration 56Q: 3 clusters Score -1.891637e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228904 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -18916350.000000 Penalty: 6169.268066
	Iteration 57Q: 3 clusters Score -1.891635e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228926 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -18916368.000000 Penalty: 6169.268066
	Iteration 58Q: 3 clusters Score -1.891637e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228951 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -18916364.000000 Penalty: 6169.268066
	Iteration 59Q: 3 clusters Score -1.891636e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228976 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -18916400.000000 Penalty: 6169.268066
	Iteration 60F: 3 clusters Score -1.89164e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228997 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -18916396.000000 Penalty: 6169.268066
	Iteration 61Q: 3 clusters Score -1.89164e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229027 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -18916384.000000 Penalty: 6169.268066
	Iteration 62Q: 3 clusters Score -1.891638e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229051 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -18916362.000000 Penalty: 6169.268066
	Iteration 63Q: 3 clusters Score -1.891636e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229083 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -18916378.000000 Penalty: 6169.268066
	Iteration 64Q: 3 clusters Score -1.891638e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229104 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -18916366.000000 Penalty: 6169.268066
	Iteration 65Q: 3 clusters Score -1.891637e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229121 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -18916350.000000 Penalty: 6169.268066
	Iteration 66Q: 3 clusters Score -1.891635e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229137 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -18916348.000000 Penalty: 6169.268066
	Iteration 67Q: 3 clusters Score -1.891635e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229153 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -18916348.000000 Penalty: 6169.268066
	Iteration 68Q: 3 clusters Score -1.891635e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229167 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -18916340.000000 Penalty: 6169.268066
	Iteration 69Q: 3 clusters Score -1.891634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229178 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -18916340.000000 Penalty: 6169.268066
	Iteration 70Q: 3 clusters Score -1.891634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229190 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -18916348.000000 Penalty: 6169.268066
	Iteration 71Q: 3 clusters Score -1.891635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229200 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -18916352.000000 Penalty: 6169.268066
	Iteration 72Q: 3 clusters Score -1.891635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229208 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -18916342.000000 Penalty: 6169.268066
	Iteration 73Q: 3 clusters Score -1.891634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229213 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -18916340.000000 Penalty: 6169.268066
	Iteration 74Q: 3 clusters Score -1.891634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229215 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -18916348.000000 Penalty: 6169.268066
	Iteration 75Q: 3 clusters Score -1.891635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229218 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -18916348.000000 Penalty: 6169.268066
	Iteration 76Q: 3 clusters Score -1.891635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229220 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -18916338.000000 Penalty: 6169.268066
	Iteration 77Q: 3 clusters Score -1.891634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229222 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -18916340.000000 Penalty: 6169.268066
	Iteration 78Q: 3 clusters Score -1.891634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229224 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -18916336.000000 Penalty: 6169.268066
	Iteration 79Q: 3 clusters Score -1.891634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229228 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -18916340.000000 Penalty: 6169.268066
	Iteration 80F: 3 clusters Score -1.891634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229231 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -18916338.000000 Penalty: 6169.268066
	Iteration 81Q: 3 clusters Score -1.891634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229235 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -18916332.000000 Penalty: 6169.268066
	Iteration 82Q: 3 clusters Score -1.891633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229234 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -18916336.000000 Penalty: 6169.268066
	Iteration 83Q: 3 clusters Score -1.891634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229234 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -18916336.000000 Penalty: 6169.268066
	Iteration 84F: 3 clusters Score -1.891634e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Entering Unmasked Estep 
Score: -2794674.000000 Penalty: 2597.730713
	Iteration 0F: 2 clusters Score -2794674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2770564.500000 Penalty: 5195.461426
	Iteration 0F: 3 clusters Score -2770564 nChanged 16182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2779418.250000 Penalty: 5195.461426
	Iteration 1F: 3 clusters Score -2779418 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -2779882.000000 Penalty: 5195.461426
	Iteration 2Q: 3 clusters Score -2779882 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2780400.500000 Penalty: 5195.461426
	Iteration 3Q: 3 clusters Score -2780400 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -2781033.000000 Penalty: 5195.461426
	Iteration 4Q: 3 clusters Score -2781033 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2781744.500000 Penalty: 5195.461426
	Iteration 5Q: 3 clusters Score -2781744 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -2782764.500000 Penalty: 5195.461426
	Iteration 6F: 3 clusters Score -2782764 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -2784178.000000 Penalty: 5195.461426
	Iteration 7F: 3 clusters Score -2784178 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -2785841.250000 Penalty: 5195.461426
	Iteration 8F: 3 clusters Score -2785841 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -2787564.000000 Penalty: 5195.461426
	Iteration 9F: 3 clusters Score -2787564 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -2788929.250000 Penalty: 5195.461426
	Iteration 10F: 3 clusters Score -2788929 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -2789870.750000 Penalty: 5195.461426
	Iteration 11Q: 3 clusters Score -2789871 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -2790560.000000 Penalty: 5195.461426
	Iteration 12Q: 3 clusters Score -2790560 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -2791067.750000 Penalty: 5195.461426
	Iteration 13Q: 3 clusters Score -2791068 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -2791481.750000 Penalty: 5195.461426
	Iteration 14Q: 3 clusters Score -2791482 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -2791788.250000 Penalty: 5195.461426
	Iteration 15Q: 3 clusters Score -2791788 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -2791979.750000 Penalty: 5195.461426
	Iteration 16Q: 3 clusters Score -2791980 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -2792120.500000 Penalty: 5195.461426
	Iteration 17Q: 3 clusters Score -2792120 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -2792241.250000 Penalty: 5195.461426
	Iteration 18Q: 3 clusters Score -2792241 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -2792308.750000 Penalty: 5195.461426
	Iteration 19Q: 3 clusters Score -2792309 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -2792362.500000 Penalty: 5195.461426
	Iteration 20F: 3 clusters Score -2792362 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -2792414.750000 Penalty: 5195.461426
	Iteration 21Q: 3 clusters Score -2792415 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -2792433.250000 Penalty: 5195.461426
	Iteration 22Q: 3 clusters Score -2792433 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -2792455.250000 Penalty: 5195.461426
	Iteration 23Q: 3 clusters Score -2792455 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -2792461.000000 Penalty: 5195.461426
	Iteration 24Q: 3 clusters Score -2792461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -2792472.250000 Penalty: 5195.461426
	Iteration 25Q: 3 clusters Score -2792472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -2792481.250000 Penalty: 5195.461426
	Iteration 26Q: 3 clusters Score -2792481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -2792492.750000 Penalty: 5195.461426
	Iteration 27Q: 3 clusters Score -2792493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -2792497.750000 Penalty: 5195.461426
	Iteration 28Q: 3 clusters Score -2792498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -2792497.000000 Penalty: 5195.461426
	Iteration 29Q: 3 clusters Score -2792497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -2792499.750000 Penalty: 5195.461426
	Iteration 30Q: 3 clusters Score -2792500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -2792502.250000 Penalty: 5195.461426
	Iteration 31Q: 3 clusters Score -2792502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -2792501.750000 Penalty: 5195.461426
	Iteration 32Q: 3 clusters Score -2792502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -2792506.000000 Penalty: 5195.461426
	Iteration 33Q: 3 clusters Score -2792506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -2792510.250000 Penalty: 5195.461426
	Iteration 34Q: 3 clusters Score -2792510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -2792514.500000 Penalty: 5195.461426
	Iteration 35Q: 3 clusters Score -2792514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -2792519.500000 Penalty: 5195.461426
	Iteration 36Q: 3 clusters Score -2792520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -2792527.250000 Penalty: 5195.461426
	Iteration 37Q: 3 clusters Score -2792527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -2792531.250000 Penalty: 5195.461426
	Iteration 38Q: 3 clusters Score -2792531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -2792534.250000 Penalty: 5195.461426
	Iteration 39Q: 3 clusters Score -2792534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -2792540.500000 Penalty: 5195.461426
	Iteration 40F: 3 clusters Score -2792540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -2792540.500000 Penalty: 5195.461426
	Iteration 41Q: 3 clusters Score -2792540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -2792540.750000 Penalty: 5195.461426
	Iteration 42Q: 3 clusters Score -2792541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -2792540.750000 Penalty: 5195.461426
	Iteration 43F: 3 clusters Score -2792541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101431 members 
Entering Unmasked Estep 
Score: -7748184.500000 Penalty: 2858.729248
	Iteration 0F: 2 clusters Score -7748184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -7680252.500000 Penalty: 5717.458496
	Iteration 0F: 3 clusters Score -7680252 nChanged 48070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -7707985.500000 Penalty: 5717.458496
	Iteration 1F: 3 clusters Score -7707986 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 55193 members 
Entering Unmasked Estep 
Score: -7708934.500000 Penalty: 5717.458496
	Iteration 2Q: 3 clusters Score -7708934 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 57686 members 
Entering Unmasked Estep 
Score: -7710336.000000 Penalty: 5717.458496
	Iteration 3Q: 3 clusters Score -7710336 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 61294 members 
Entering Unmasked Estep 
Score: -7712353.000000 Penalty: 5717.458496
	Iteration 4Q: 3 clusters Score -7712353 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 66321 members 
Entering Unmasked Estep 
Score: -7715524.000000 Penalty: 5717.458496
	Iteration 5F: 3 clusters Score -7715524 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 72888 members 
Entering Unmasked Estep 
Score: -7720474.000000 Penalty: 5717.458496
	Iteration 6F: 3 clusters Score -7720474 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 80690 members 
Entering Unmasked Estep 
Score: -7727079.000000 Penalty: 5717.458496
	Iteration 7F: 3 clusters Score -7727079 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 88499 members 
Entering Unmasked Estep 
Score: -7734197.000000 Penalty: 5717.458496
	Iteration 8F: 3 clusters Score -7734197 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 94673 members 
Entering Unmasked Estep 
Score: -7739960.500000 Penalty: 5717.458496
	Iteration 9F: 3 clusters Score -7739960 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 98397 members 
Entering Unmasked Estep 
Score: -7743414.000000 Penalty: 5717.458496
	Iteration 10Q: 3 clusters Score -7743414 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 100000 members 
Entering Unmasked Estep 
Score: -7744791.500000 Penalty: 5717.458496
	Iteration 11Q: 3 clusters Score -7744792 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 100588 members 
Entering Unmasked Estep 
Score: -7745324.000000 Penalty: 5717.458496
	Iteration 12Q: 3 clusters Score -7745324 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 100813 members 
Entering Unmasked Estep 
Score: -7745521.000000 Penalty: 5717.458496
	Iteration 13Q: 3 clusters Score -7745521 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 100902 members 
Entering Unmasked Estep 
Score: -7745610.000000 Penalty: 5717.458496
	Iteration 14Q: 3 clusters Score -7745610 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 100936 members 
Entering Unmasked Estep 
Score: -7745664.500000 Penalty: 5717.458496
	Iteration 15Q: 3 clusters Score -7745664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 100954 members 
Entering Unmasked Estep 
Score: -7745704.500000 Penalty: 5717.458496
	Iteration 16Q: 3 clusters Score -7745704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 100958 members 
Entering Unmasked Estep 
Score: -7745730.500000 Penalty: 5717.458496
	Iteration 17Q: 3 clusters Score -7745730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 100967 members 
Entering Unmasked Estep 
Score: -7745743.500000 Penalty: 5717.458496
	Iteration 18Q: 3 clusters Score -7745744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 100974 members 
Entering Unmasked Estep 
Score: -7745747.000000 Penalty: 5717.458496
	Iteration 19Q: 3 clusters Score -7745747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 100976 members 
Entering Unmasked Estep 
Score: -7745756.500000 Penalty: 5717.458496
	Iteration 20F: 3 clusters Score -7745756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 100977 members 
Entering Unmasked Estep 
Score: -7745766.500000 Penalty: 5717.458496
	Iteration 21Q: 3 clusters Score -7745766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 100976 members 
Entering Unmasked Estep 
Score: -7745770.000000 Penalty: 5717.458496
	Iteration 22Q: 3 clusters Score -7745770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 100976 members 
Entering Unmasked Estep 
Score: -7745775.000000 Penalty: 5717.458496
	Iteration 23Q: 3 clusters Score -7745775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 100975 members 
Entering Unmasked Estep 
Score: -7745779.000000 Penalty: 5717.458496
	Iteration 24Q: 3 clusters Score -7745779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 100975 members 
Entering Unmasked Estep 
Score: -7745777.500000 Penalty: 5717.458496
	Iteration 25Q: 3 clusters Score -7745778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 100973 members 
Entering Unmasked Estep 
Score: -7745778.000000 Penalty: 5717.458496
	Iteration 26Q: 3 clusters Score -7745778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 100971 members 
Entering Unmasked Estep 
Score: -7745783.500000 Penalty: 5717.458496
	Iteration 27Q: 3 clusters Score -7745784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 100971 members 
Entering Unmasked Estep 
Score: -7745776.000000 Penalty: 5717.458496
	Iteration 28Q: 3 clusters Score -7745776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 100970 members 
Entering Unmasked Estep 
Score: -7745783.000000 Penalty: 5717.458496
	Iteration 29Q: 3 clusters Score -7745783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 100970 members 
Entering Unmasked Estep 
Score: -7745783.000000 Penalty: 5717.458496
	Iteration 30F: 3 clusters Score -7745783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Entering Unmasked Estep 
Score: -134007.546875 Penalty: 1876.316772
	Iteration 0F: 2 clusters Score -134007.5 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 996 members 
Entering Unmasked Estep 
Score: -131420.078125 Penalty: 3752.633545
	Iteration 0F: 3 clusters Score -131420.1 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -131929.578125 Penalty: 3752.633545
	Iteration 1F: 3 clusters Score -131929.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -132123.359375 Penalty: 3752.633545
	Iteration 2F: 3 clusters Score -132123.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -132247.781250 Penalty: 3752.633545
	Iteration 3Q: 3 clusters Score -132247.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -132346.796875 Penalty: 3752.633545
	Iteration 4Q: 3 clusters Score -132346.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -132422.968750 Penalty: 3752.633545
	Iteration 5Q: 3 clusters Score -132423 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -132503.875000 Penalty: 3752.633545
	Iteration 6Q: 3 clusters Score -132503.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -132563.312500 Penalty: 3752.633545
	Iteration 7Q: 3 clusters Score -132563.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -132647.515625 Penalty: 3752.633545
	Iteration 8Q: 3 clusters Score -132647.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -132762.109375 Penalty: 3752.633545
	Iteration 9Q: 3 clusters Score -132762.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -132927.843750 Penalty: 3752.633545
	Iteration 10Q: 3 clusters Score -132927.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -133020.781250 Penalty: 3752.633545
	Iteration 11Q: 3 clusters Score -133020.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -133079.000000 Penalty: 3752.633545
	Iteration 12Q: 3 clusters Score -133079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -133106.875000 Penalty: 3752.633545
	Iteration 13Q: 3 clusters Score -133106.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -133127.796875 Penalty: 3752.633545
	Iteration 14Q: 3 clusters Score -133127.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -133149.296875 Penalty: 3752.633545
	Iteration 15Q: 3 clusters Score -133149.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -133175.437500 Penalty: 3752.633545
	Iteration 16Q: 3 clusters Score -133175.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -133204.296875 Penalty: 3752.633545
	Iteration 17Q: 3 clusters Score -133204.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -133229.546875 Penalty: 3752.633545
	Iteration 18Q: 3 clusters Score -133229.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -133247.578125 Penalty: 3752.633545
	Iteration 19Q: 3 clusters Score -133247.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -133261.984375 Penalty: 3752.633545
	Iteration 20F: 3 clusters Score -133262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -133277.953125 Penalty: 3752.633545
	Iteration 21Q: 3 clusters Score -133278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -133288.140625 Penalty: 3752.633545
	Iteration 22Q: 3 clusters Score -133288.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -133299.531250 Penalty: 3752.633545
	Iteration 23Q: 3 clusters Score -133299.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -133305.125000 Penalty: 3752.633545
	Iteration 24Q: 3 clusters Score -133305.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -133311.406250 Penalty: 3752.633545
	Iteration 25Q: 3 clusters Score -133311.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -133322.000000 Penalty: 3752.633545
	Iteration 26Q: 3 clusters Score -133322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -133329.078125 Penalty: 3752.633545
	Iteration 27Q: 3 clusters Score -133329.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -133340.796875 Penalty: 3752.633545
	Iteration 28Q: 3 clusters Score -133340.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -133357.296875 Penalty: 3752.633545
	Iteration 29Q: 3 clusters Score -133357.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -133392.156250 Penalty: 3752.633545
	Iteration 30Q: 3 clusters Score -133392.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -133402.984375 Penalty: 3752.633545
	Iteration 31Q: 3 clusters Score -133403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -133408.156250 Penalty: 3752.633545
	Iteration 32Q: 3 clusters Score -133408.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -133415.234375 Penalty: 3752.633545
	Iteration 33Q: 3 clusters Score -133415.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -133418.937500 Penalty: 3752.633545
	Iteration 34Q: 3 clusters Score -133418.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -133428.093750 Penalty: 3752.633545
	Iteration 35Q: 3 clusters Score -133428.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -133437.843750 Penalty: 3752.633545
	Iteration 36Q: 3 clusters Score -133437.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -133448.468750 Penalty: 3752.633545
	Iteration 37Q: 3 clusters Score -133448.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -133461.890625 Penalty: 3752.633545
	Iteration 38Q: 3 clusters Score -133461.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -133483.984375 Penalty: 3752.633545
	Iteration 39Q: 3 clusters Score -133484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -133494.968750 Penalty: 3752.633545
	Iteration 40F: 3 clusters Score -133495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -133503.734375 Penalty: 3752.633545
	Iteration 41Q: 3 clusters Score -133503.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -133512.046875 Penalty: 3752.633545
	Iteration 42Q: 3 clusters Score -133512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -133524.218750 Penalty: 3752.633545
	Iteration 43Q: 3 clusters Score -133524.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -133532.250000 Penalty: 3752.633545
	Iteration 44Q: 3 clusters Score -133532.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -133535.515625 Penalty: 3752.633545
	Iteration 45Q: 3 clusters Score -133535.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -133540.218750 Penalty: 3752.633545
	Iteration 46Q: 3 clusters Score -133540.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -133546.468750 Penalty: 3752.633545
	Iteration 47Q: 3 clusters Score -133546.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -133557.984375 Penalty: 3752.633545
	Iteration 48Q: 3 clusters Score -133558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -133571.984375 Penalty: 3752.633545
	Iteration 49Q: 3 clusters Score -133572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -133591.640625 Penalty: 3752.633545
	Iteration 50Q: 3 clusters Score -133591.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -133610.187500 Penalty: 3752.633545
	Iteration 51Q: 3 clusters Score -133610.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -133619.062500 Penalty: 3752.633545
	Iteration 52Q: 3 clusters Score -133619.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -133621.968750 Penalty: 3752.633545
	Iteration 53Q: 3 clusters Score -133622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -133623.328125 Penalty: 3752.633545
	Iteration 54Q: 3 clusters Score -133623.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -133625.250000 Penalty: 3752.633545
	Iteration 55Q: 3 clusters Score -133625.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -133628.406250 Penalty: 3752.633545
	Iteration 56Q: 3 clusters Score -133628.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -133631.984375 Penalty: 3752.633545
	Iteration 57Q: 3 clusters Score -133632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -133635.468750 Penalty: 3752.633545
	Iteration 58Q: 3 clusters Score -133635.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -133635.468750 Penalty: 3752.633545
	Iteration 59F: 3 clusters Score -133635.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Entering Unmasked Estep 
Score: -1040281.000000 Penalty: 2369.392090
	Iteration 0F: 2 clusters Score -1040281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1029902.625000 Penalty: 4738.784180
	Iteration 0F: 3 clusters Score -1029903 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1033264.000000 Penalty: 4738.784180
	Iteration 1F: 3 clusters Score -1033264 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1033752.937500 Penalty: 4738.784180
	Iteration 2F: 3 clusters Score -1033753 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1034161.687500 Penalty: 4738.784180
	Iteration 3F: 3 clusters Score -1034162 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1034493.125000 Penalty: 4738.784180
	Iteration 4Q: 3 clusters Score -1034493 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1034779.437500 Penalty: 4738.784180
	Iteration 5Q: 3 clusters Score -1034779 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1035054.375000 Penalty: 4738.784180
	Iteration 6Q: 3 clusters Score -1035054 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1035316.375000 Penalty: 4738.784180
	Iteration 7Q: 3 clusters Score -1035316 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1035546.250000 Penalty: 4738.784180
	Iteration 8Q: 3 clusters Score -1035546 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1035784.375000 Penalty: 4738.784180
	Iteration 9Q: 3 clusters Score -1035784 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1036017.687500 Penalty: 4738.784180
	Iteration 10Q: 3 clusters Score -1036018 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1036273.750000 Penalty: 4738.784180
	Iteration 11Q: 3 clusters Score -1036274 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1036574.875000 Penalty: 4738.784180
	Iteration 12Q: 3 clusters Score -1036575 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1036959.625000 Penalty: 4738.784180
	Iteration 13Q: 3 clusters Score -1036960 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1037500.500000 Penalty: 4738.784180
	Iteration 14Q: 3 clusters Score -1037500 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1038174.375000 Penalty: 4738.784180
	Iteration 15Q: 3 clusters Score -1038174 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1038844.000000 Penalty: 4738.784180
	Iteration 16Q: 3 clusters Score -1038844 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1039230.187500 Penalty: 4738.784180
	Iteration 17Q: 3 clusters Score -1039230 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1039398.375000 Penalty: 4738.784180
	Iteration 18Q: 3 clusters Score -1039398 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1039482.562500 Penalty: 4738.784180
	Iteration 19Q: 3 clusters Score -1039483 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1039564.312500 Penalty: 4738.784180
	Iteration 20F: 3 clusters Score -1039564 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1039646.375000 Penalty: 4738.784180
	Iteration 21Q: 3 clusters Score -1039646 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1039737.500000 Penalty: 4738.784180
	Iteration 22Q: 3 clusters Score -1039738 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1039825.750000 Penalty: 4738.784180
	Iteration 23Q: 3 clusters Score -1039826 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1039918.125000 Penalty: 4738.784180
	Iteration 24Q: 3 clusters Score -1039918 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1040028.875000 Penalty: 4738.784180
	Iteration 25Q: 3 clusters Score -1040029 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1040155.187500 Penalty: 4738.784180
	Iteration 26Q: 3 clusters Score -1040155 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1040273.937500 Penalty: 4738.784180
	Iteration 27Q: 3 clusters Score -1040274 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1040381.062500 Penalty: 4738.784180
	Iteration 28Q: 3 clusters Score -1040381 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1040457.062500 Penalty: 4738.784180
	Iteration 29Q: 3 clusters Score -1040457 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1040512.750000 Penalty: 4738.784180
	Iteration 30Q: 3 clusters Score -1040513 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1040543.937500 Penalty: 4738.784180
	Iteration 31Q: 3 clusters Score -1040544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1040563.812500 Penalty: 4738.784180
	Iteration 32Q: 3 clusters Score -1040564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1040571.375000 Penalty: 4738.784180
	Iteration 33Q: 3 clusters Score -1040571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1040574.062500 Penalty: 4738.784180
	Iteration 34Q: 3 clusters Score -1040574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1040576.062500 Penalty: 4738.784180
	Iteration 35Q: 3 clusters Score -1040576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1040574.687500 Penalty: 4738.784180
	Iteration 36Q: 3 clusters Score -1040575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1040576.250000 Penalty: 4738.784180
	Iteration 37Q: 3 clusters Score -1040576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1040575.687500 Penalty: 4738.784180
	Iteration 38Q: 3 clusters Score -1040576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1040610.000000 Penalty: 4738.784180
	Iteration 39F: 3 clusters Score -1040610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1040626.562500 Penalty: 4738.784180
	Iteration 40F: 3 clusters Score -1040627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1040632.437500 Penalty: 4738.784180
	Iteration 41Q: 3 clusters Score -1040632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1040636.062500 Penalty: 4738.784180
	Iteration 42Q: 3 clusters Score -1040636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1040638.625000 Penalty: 4738.784180
	Iteration 43Q: 3 clusters Score -1040639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1040638.625000 Penalty: 4738.784180
	Iteration 44Q: 3 clusters Score -1040639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1040638.625000 Penalty: 4738.784180
	Iteration 45F: 3 clusters Score -1040639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252216 members 
Mstep: Class 2 contains 35409 members 
Mstep: Class 3 contains 101431 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 5533 members 
Mstep: Class 6 contains 19121 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 30916 members 
Mstep: Class 9 contains 27554 members 
Mstep: Class 10 contains 132056 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91454 members 
Mstep: Class 13 contains 206407 members 
Mstep: Class 14 contains 2053 members 
Mstep: Class 15 contains 12973 members 
Mstep: Class 16 contains 57261 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13561 members 
Mstep: Class 19 contains 3060 members 
Mstep: Class 20 contains 8643 members 
Mstep: Class 21 contains 3661 members 
Mstep: Class 22 contains 4604 members 
Mstep: Class 23 contains 232531 members 
Mstep: Class 24 contains 5563 members 
Mstep: Class 25 contains 41328 members 
Mstep: Class 26 contains 4740 members 
Mstep: Class 27 contains 3397 members 
Mstep: Class 28 contains 13820 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7902 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11466 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3776 members 
Mstep: Class 38 contains 17181 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5043 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10422 members 
Mstep: Class 43 contains 3040 members 
Mstep: Class 44 contains 8568 members 
Entering Unmasked Estep 
Score: -102302392.000000 Penalty: 154550.578125
Splitting cluster 5 changes total score from -102303224.000000 to -102302392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (19121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Entering Unmasked Estep 
Score: -1373847.750000 Penalty: 2444.918457
	Iteration 0F: 2 clusters Score -1373848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1360374.875000 Penalty: 4889.836914
	Iteration 0F: 3 clusters Score -1360375 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1365162.500000 Penalty: 4889.836914
	Iteration 1F: 3 clusters Score -1365162 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1365803.125000 Penalty: 4889.836914
	Iteration 2F: 3 clusters Score -1365803 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1366465.875000 Penalty: 4889.836914
	Iteration 3F: 3 clusters Score -1366466 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1367184.375000 Penalty: 4889.836914
	Iteration 4F: 3 clusters Score -1367184 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1367977.500000 Penalty: 4889.836914
	Iteration 5F: 3 clusters Score -1367978 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1368793.500000 Penalty: 4889.836914
	Iteration 6F: 3 clusters Score -1368794 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1369557.375000 Penalty: 4889.836914
	Iteration 7F: 3 clusters Score -1369557 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1370213.750000 Penalty: 4889.836914
	Iteration 8Q: 3 clusters Score -1370214 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1370731.000000 Penalty: 4889.836914
	Iteration 9Q: 3 clusters Score -1370731 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1371150.125000 Penalty: 4889.836914
	Iteration 10Q: 3 clusters Score -1371150 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1371459.125000 Penalty: 4889.836914
	Iteration 11Q: 3 clusters Score -1371459 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1371667.750000 Penalty: 4889.836914
	Iteration 12Q: 3 clusters Score -1371668 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1371805.000000 Penalty: 4889.836914
	Iteration 13Q: 3 clusters Score -1371805 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -1371916.875000 Penalty: 4889.836914
	Iteration 14Q: 3 clusters Score -1371917 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -1372004.125000 Penalty: 4889.836914
	Iteration 15Q: 3 clusters Score -1372004 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1372083.125000 Penalty: 4889.836914
	Iteration 16Q: 3 clusters Score -1372083 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1372144.250000 Penalty: 4889.836914
	Iteration 17Q: 3 clusters Score -1372144 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1372223.250000 Penalty: 4889.836914
	Iteration 18Q: 3 clusters Score -1372223 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1372289.875000 Penalty: 4889.836914
	Iteration 19Q: 3 clusters Score -1372290 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -1372332.250000 Penalty: 4889.836914
	Iteration 20F: 3 clusters Score -1372332 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -1372367.500000 Penalty: 4889.836914
	Iteration 21Q: 3 clusters Score -1372368 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1372402.250000 Penalty: 4889.836914
	Iteration 22Q: 3 clusters Score -1372402 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -1372423.625000 Penalty: 4889.836914
	Iteration 23Q: 3 clusters Score -1372424 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1372444.000000 Penalty: 4889.836914
	Iteration 24Q: 3 clusters Score -1372444 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -1372457.125000 Penalty: 4889.836914
	Iteration 25Q: 3 clusters Score -1372457 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -1372465.625000 Penalty: 4889.836914
	Iteration 26Q: 3 clusters Score -1372466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -1372469.625000 Penalty: 4889.836914
	Iteration 27Q: 3 clusters Score -1372470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -1372472.750000 Penalty: 4889.836914
	Iteration 28Q: 3 clusters Score -1372473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -1372476.000000 Penalty: 4889.836914
	Iteration 29Q: 3 clusters Score -1372476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -1372476.000000 Penalty: 4889.836914
	Iteration 30Q: 3 clusters Score -1372476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -1372480.250000 Penalty: 4889.836914
	Iteration 31Q: 3 clusters Score -1372480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1372483.750000 Penalty: 4889.836914
	Iteration 32Q: 3 clusters Score -1372484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -1372485.625000 Penalty: 4889.836914
	Iteration 33Q: 3 clusters Score -1372486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -1372486.250000 Penalty: 4889.836914
	Iteration 34Q: 3 clusters Score -1372486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -1372492.625000 Penalty: 4889.836914
	Iteration 35Q: 3 clusters Score -1372493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -1372498.125000 Penalty: 4889.836914
	Iteration 36Q: 3 clusters Score -1372498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -1372495.750000 Penalty: 4889.836914
	Iteration 37Q: 3 clusters Score -1372496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -1372493.625000 Penalty: 4889.836914
	Iteration 38Q: 3 clusters Score -1372494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -1372496.250000 Penalty: 4889.836914
	Iteration 39Q: 3 clusters Score -1372496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1372493.250000 Penalty: 4889.836914
	Iteration 40F: 3 clusters Score -1372493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -1372493.500000 Penalty: 4889.836914
	Iteration 41Q: 3 clusters Score -1372494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1372494.875000 Penalty: 4889.836914
	Iteration 42Q: 3 clusters Score -1372495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -1372496.875000 Penalty: 4889.836914
	Iteration 43Q: 3 clusters Score -1372497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -1372504.000000 Penalty: 4889.836914
	Iteration 44Q: 3 clusters Score -1372504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -1372503.375000 Penalty: 4889.836914
	Iteration 45Q: 3 clusters Score -1372503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -1372502.375000 Penalty: 4889.836914
	Iteration 46Q: 3 clusters Score -1372502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -1372501.875000 Penalty: 4889.836914
	Iteration 47Q: 3 clusters Score -1372502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1372503.125000 Penalty: 4889.836914
	Iteration 48Q: 3 clusters Score -1372503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -1372506.750000 Penalty: 4889.836914
	Iteration 49Q: 3 clusters Score -1372507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -1372508.500000 Penalty: 4889.836914
	Iteration 50Q: 3 clusters Score -1372508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -1372511.500000 Penalty: 4889.836914
	Iteration 51Q: 3 clusters Score -1372512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1372510.750000 Penalty: 4889.836914
	Iteration 52Q: 3 clusters Score -1372511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -1372510.750000 Penalty: 4889.836914
	Iteration 53Q: 3 clusters Score -1372511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -1372510.625000 Penalty: 4889.836914
	Iteration 54Q: 3 clusters Score -1372511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -1372511.250000 Penalty: 4889.836914
	Iteration 55Q: 3 clusters Score -1372511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -1372509.000000 Penalty: 4889.836914
	Iteration 56Q: 3 clusters Score -1372509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -1372509.125000 Penalty: 4889.836914
	Iteration 57Q: 3 clusters Score -1372509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -1372510.500000 Penalty: 4889.836914
	Iteration 58Q: 3 clusters Score -1372510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -1372512.125000 Penalty: 4889.836914
	Iteration 59Q: 3 clusters Score -1372512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -1372511.250000 Penalty: 4889.836914
	Iteration 60F: 3 clusters Score -1372511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1372511.500000 Penalty: 4889.836914
	Iteration 61Q: 3 clusters Score -1372512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -1372512.500000 Penalty: 4889.836914
	Iteration 62Q: 3 clusters Score -1372512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -1372511.625000 Penalty: 4889.836914
	Iteration 63Q: 3 clusters Score -1372512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -1372512.875000 Penalty: 4889.836914
	Iteration 64Q: 3 clusters Score -1372513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -1372512.750000 Penalty: 4889.836914
	Iteration 65Q: 3 clusters Score -1372513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -1372515.625000 Penalty: 4889.836914
	Iteration 66Q: 3 clusters Score -1372516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -1372515.500000 Penalty: 4889.836914
	Iteration 67Q: 3 clusters Score -1372516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -1372516.625000 Penalty: 4889.836914
	Iteration 68Q: 3 clusters Score -1372517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -1372516.250000 Penalty: 4889.836914
	Iteration 69Q: 3 clusters Score -1372516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -1372522.250000 Penalty: 4889.836914
	Iteration 70Q: 3 clusters Score -1372522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -1372522.625000 Penalty: 4889.836914
	Iteration 71Q: 3 clusters Score -1372523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -1372524.875000 Penalty: 4889.836914
	Iteration 72Q: 3 clusters Score -1372525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1372526.500000 Penalty: 4889.836914
	Iteration 73Q: 3 clusters Score -1372526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -1372526.000000 Penalty: 4889.836914
	Iteration 74Q: 3 clusters Score -1372526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -1372524.125000 Penalty: 4889.836914
	Iteration 75Q: 3 clusters Score -1372524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -1372525.875000 Penalty: 4889.836914
	Iteration 76Q: 3 clusters Score -1372526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -1372526.125000 Penalty: 4889.836914
	Iteration 77Q: 3 clusters Score -1372526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -1372529.875000 Penalty: 4889.836914
	Iteration 78Q: 3 clusters Score -1372530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1372528.750000 Penalty: 4889.836914
	Iteration 79Q: 3 clusters Score -1372529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1372528.875000 Penalty: 4889.836914
	Iteration 80F: 3 clusters Score -1372529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1372529.125000 Penalty: 4889.836914
	Iteration 81Q: 3 clusters Score -1372529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1372529.125000 Penalty: 4889.836914
	Iteration 82F: 3 clusters Score -1372529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Entering Unmasked Estep 
Score: -1264150.500000 Penalty: 2445.423828
	Iteration 0F: 2 clusters Score -1264150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1250751.750000 Penalty: 4890.847656
	Iteration 0F: 3 clusters Score -1250752 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1255355.875000 Penalty: 4890.847656
	Iteration 1F: 3 clusters Score -1255356 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1256046.875000 Penalty: 4890.847656
	Iteration 2F: 3 clusters Score -1256047 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1256746.875000 Penalty: 4890.847656
	Iteration 3F: 3 clusters Score -1256747 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1257362.500000 Penalty: 4890.847656
	Iteration 4F: 3 clusters Score -1257362 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1257927.625000 Penalty: 4890.847656
	Iteration 5F: 3 clusters Score -1257928 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1258477.000000 Penalty: 4890.847656
	Iteration 6F: 3 clusters Score -1258477 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1259004.500000 Penalty: 4890.847656
	Iteration 7Q: 3 clusters Score -1259004 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1259449.750000 Penalty: 4890.847656
	Iteration 8Q: 3 clusters Score -1259450 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1259813.125000 Penalty: 4890.847656
	Iteration 9Q: 3 clusters Score -1259813 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1260083.625000 Penalty: 4890.847656
	Iteration 10Q: 3 clusters Score -1260084 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1260288.250000 Penalty: 4890.847656
	Iteration 11Q: 3 clusters Score -1260288 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1260436.375000 Penalty: 4890.847656
	Iteration 12Q: 3 clusters Score -1260436 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1260586.125000 Penalty: 4890.847656
	Iteration 13Q: 3 clusters Score -1260586 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1260721.000000 Penalty: 4890.847656
	Iteration 14Q: 3 clusters Score -1260721 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1260825.750000 Penalty: 4890.847656
	Iteration 15Q: 3 clusters Score -1260826 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1260910.500000 Penalty: 4890.847656
	Iteration 16Q: 3 clusters Score -1260910 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1261001.500000 Penalty: 4890.847656
	Iteration 17Q: 3 clusters Score -1261002 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1261089.750000 Penalty: 4890.847656
	Iteration 18Q: 3 clusters Score -1261090 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1261194.875000 Penalty: 4890.847656
	Iteration 19Q: 3 clusters Score -1261195 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1261275.625000 Penalty: 4890.847656
	Iteration 20F: 3 clusters Score -1261276 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1261346.125000 Penalty: 4890.847656
	Iteration 21Q: 3 clusters Score -1261346 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1261405.125000 Penalty: 4890.847656
	Iteration 22Q: 3 clusters Score -1261405 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1261445.000000 Penalty: 4890.847656
	Iteration 23Q: 3 clusters Score -1261445 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1261482.875000 Penalty: 4890.847656
	Iteration 24Q: 3 clusters Score -1261483 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1261521.500000 Penalty: 4890.847656
	Iteration 25Q: 3 clusters Score -1261522 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1261572.625000 Penalty: 4890.847656
	Iteration 26Q: 3 clusters Score -1261573 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1261614.875000 Penalty: 4890.847656
	Iteration 27Q: 3 clusters Score -1261615 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1261661.625000 Penalty: 4890.847656
	Iteration 28Q: 3 clusters Score -1261662 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1261703.000000 Penalty: 4890.847656
	Iteration 29Q: 3 clusters Score -1261703 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1261744.125000 Penalty: 4890.847656
	Iteration 30Q: 3 clusters Score -1261744 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1261778.500000 Penalty: 4890.847656
	Iteration 31Q: 3 clusters Score -1261778 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1261807.875000 Penalty: 4890.847656
	Iteration 32Q: 3 clusters Score -1261808 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1261852.625000 Penalty: 4890.847656
	Iteration 33Q: 3 clusters Score -1261853 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1261909.500000 Penalty: 4890.847656
	Iteration 34Q: 3 clusters Score -1261910 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1261965.875000 Penalty: 4890.847656
	Iteration 35Q: 3 clusters Score -1261966 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1262018.125000 Penalty: 4890.847656
	Iteration 36Q: 3 clusters Score -1262018 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1262066.125000 Penalty: 4890.847656
	Iteration 37Q: 3 clusters Score -1262066 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1262111.125000 Penalty: 4890.847656
	Iteration 38Q: 3 clusters Score -1262111 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1262135.125000 Penalty: 4890.847656
	Iteration 39Q: 3 clusters Score -1262135 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1262154.250000 Penalty: 4890.847656
	Iteration 40F: 3 clusters Score -1262154 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1262171.000000 Penalty: 4890.847656
	Iteration 41Q: 3 clusters Score -1262171 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1262179.375000 Penalty: 4890.847656
	Iteration 42Q: 3 clusters Score -1262179 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1262198.125000 Penalty: 4890.847656
	Iteration 43Q: 3 clusters Score -1262198 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1262216.125000 Penalty: 4890.847656
	Iteration 44Q: 3 clusters Score -1262216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1262234.625000 Penalty: 4890.847656
	Iteration 45Q: 3 clusters Score -1262235 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1262249.250000 Penalty: 4890.847656
	Iteration 46Q: 3 clusters Score -1262249 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1262278.625000 Penalty: 4890.847656
	Iteration 47Q: 3 clusters Score -1262279 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1262303.125000 Penalty: 4890.847656
	Iteration 48Q: 3 clusters Score -1262303 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1262324.125000 Penalty: 4890.847656
	Iteration 49Q: 3 clusters Score -1262324 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1262339.000000 Penalty: 4890.847656
	Iteration 50Q: 3 clusters Score -1262339 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1262358.875000 Penalty: 4890.847656
	Iteration 51Q: 3 clusters Score -1262359 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1262384.375000 Penalty: 4890.847656
	Iteration 52Q: 3 clusters Score -1262384 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1262402.250000 Penalty: 4890.847656
	Iteration 53Q: 3 clusters Score -1262402 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1262423.375000 Penalty: 4890.847656
	Iteration 54Q: 3 clusters Score -1262423 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1262436.250000 Penalty: 4890.847656
	Iteration 55Q: 3 clusters Score -1262436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1262447.250000 Penalty: 4890.847656
	Iteration 56Q: 3 clusters Score -1262447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1262453.875000 Penalty: 4890.847656
	Iteration 57Q: 3 clusters Score -1262454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1262459.375000 Penalty: 4890.847656
	Iteration 58Q: 3 clusters Score -1262459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1262462.250000 Penalty: 4890.847656
	Iteration 59Q: 3 clusters Score -1262462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1262467.000000 Penalty: 4890.847656
	Iteration 60F: 3 clusters Score -1262467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1262475.250000 Penalty: 4890.847656
	Iteration 61Q: 3 clusters Score -1262475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1262478.250000 Penalty: 4890.847656
	Iteration 62Q: 3 clusters Score -1262478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1262479.875000 Penalty: 4890.847656
	Iteration 63Q: 3 clusters Score -1262480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1262481.500000 Penalty: 4890.847656
	Iteration 64Q: 3 clusters Score -1262482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1262482.500000 Penalty: 4890.847656
	Iteration 65Q: 3 clusters Score -1262482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1262482.625000 Penalty: 4890.847656
	Iteration 66Q: 3 clusters Score -1262483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1262488.000000 Penalty: 4890.847656
	Iteration 67Q: 3 clusters Score -1262488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1262490.000000 Penalty: 4890.847656
	Iteration 68Q: 3 clusters Score -1262490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1262491.375000 Penalty: 4890.847656
	Iteration 69Q: 3 clusters Score -1262491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1262491.125000 Penalty: 4890.847656
	Iteration 70Q: 3 clusters Score -1262491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1262491.500000 Penalty: 4890.847656
	Iteration 71Q: 3 clusters Score -1262492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1262491.000000 Penalty: 4890.847656
	Iteration 72Q: 3 clusters Score -1262491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1262493.500000 Penalty: 4890.847656
	Iteration 73Q: 3 clusters Score -1262494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1262493.875000 Penalty: 4890.847656
	Iteration 74Q: 3 clusters Score -1262494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1262494.625000 Penalty: 4890.847656
	Iteration 75Q: 3 clusters Score -1262495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1262492.875000 Penalty: 4890.847656
	Iteration 76Q: 3 clusters Score -1262493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1262494.750000 Penalty: 4890.847656
	Iteration 77Q: 3 clusters Score -1262495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1262495.500000 Penalty: 4890.847656
	Iteration 78Q: 3 clusters Score -1262496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1262495.625000 Penalty: 4890.847656
	Iteration 79Q: 3 clusters Score -1262496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1262496.125000 Penalty: 4890.847656
	Iteration 80F: 3 clusters Score -1262496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Entering Unmasked Estep 
Score: -2046062.750000 Penalty: 2564.079346
	Iteration 0F: 2 clusters Score -2046063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2024847.500000 Penalty: 5128.158691
	Iteration 0F: 3 clusters Score -2024848 nChanged 13942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2032656.750000 Penalty: 5128.158691
	Iteration 1F: 3 clusters Score -2032657 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2033299.500000 Penalty: 5128.158691
	Iteration 2F: 3 clusters Score -2033300 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2033994.250000 Penalty: 5128.158691
	Iteration 3Q: 3 clusters Score -2033994 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2034870.750000 Penalty: 5128.158691
	Iteration 4F: 3 clusters Score -2034871 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2035924.250000 Penalty: 5128.158691
	Iteration 5F: 3 clusters Score -2035924 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2037213.000000 Penalty: 5128.158691
	Iteration 6F: 3 clusters Score -2037213 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2038676.125000 Penalty: 5128.158691
	Iteration 7F: 3 clusters Score -2038676 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2040044.000000 Penalty: 5128.158691
	Iteration 8F: 3 clusters Score -2040044 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2041139.000000 Penalty: 5128.158691
	Iteration 9Q: 3 clusters Score -2041139 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2041961.125000 Penalty: 5128.158691
	Iteration 10Q: 3 clusters Score -2041961 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2042547.500000 Penalty: 5128.158691
	Iteration 11Q: 3 clusters Score -2042548 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2043007.625000 Penalty: 5128.158691
	Iteration 12Q: 3 clusters Score -2043008 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2043322.000000 Penalty: 5128.158691
	Iteration 13Q: 3 clusters Score -2043322 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2043572.500000 Penalty: 5128.158691
	Iteration 14Q: 3 clusters Score -2043572 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2043788.375000 Penalty: 5128.158691
	Iteration 15Q: 3 clusters Score -2043788 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2043988.875000 Penalty: 5128.158691
	Iteration 16Q: 3 clusters Score -2043989 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2044167.375000 Penalty: 5128.158691
	Iteration 17Q: 3 clusters Score -2044167 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2044300.375000 Penalty: 5128.158691
	Iteration 18Q: 3 clusters Score -2044300 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2044417.500000 Penalty: 5128.158691
	Iteration 19Q: 3 clusters Score -2044418 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2044519.000000 Penalty: 5128.158691
	Iteration 20F: 3 clusters Score -2044519 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2044592.500000 Penalty: 5128.158691
	Iteration 21Q: 3 clusters Score -2044592 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2044674.250000 Penalty: 5128.158691
	Iteration 22Q: 3 clusters Score -2044674 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2044745.000000 Penalty: 5128.158691
	Iteration 23Q: 3 clusters Score -2044745 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2044825.250000 Penalty: 5128.158691
	Iteration 24Q: 3 clusters Score -2044825 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2044887.750000 Penalty: 5128.158691
	Iteration 25Q: 3 clusters Score -2044888 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2044947.125000 Penalty: 5128.158691
	Iteration 26Q: 3 clusters Score -2044947 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2044984.125000 Penalty: 5128.158691
	Iteration 27Q: 3 clusters Score -2044984 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2045016.000000 Penalty: 5128.158691
	Iteration 28Q: 3 clusters Score -2045016 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2045042.125000 Penalty: 5128.158691
	Iteration 29Q: 3 clusters Score -2045042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2045065.500000 Penalty: 5128.158691
	Iteration 30Q: 3 clusters Score -2045066 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2045078.125000 Penalty: 5128.158691
	Iteration 31Q: 3 clusters Score -2045078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2045087.500000 Penalty: 5128.158691
	Iteration 32Q: 3 clusters Score -2045088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2045103.125000 Penalty: 5128.158691
	Iteration 33Q: 3 clusters Score -2045103 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2045115.125000 Penalty: 5128.158691
	Iteration 34Q: 3 clusters Score -2045115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2045126.250000 Penalty: 5128.158691
	Iteration 35Q: 3 clusters Score -2045126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2045142.375000 Penalty: 5128.158691
	Iteration 36Q: 3 clusters Score -2045142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2045149.250000 Penalty: 5128.158691
	Iteration 37Q: 3 clusters Score -2045149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2045161.500000 Penalty: 5128.158691
	Iteration 38Q: 3 clusters Score -2045162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2045170.125000 Penalty: 5128.158691
	Iteration 39Q: 3 clusters Score -2045170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2045177.375000 Penalty: 5128.158691
	Iteration 40F: 3 clusters Score -2045177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2045182.750000 Penalty: 5128.158691
	Iteration 41Q: 3 clusters Score -2045183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2045184.875000 Penalty: 5128.158691
	Iteration 42Q: 3 clusters Score -2045185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2045186.750000 Penalty: 5128.158691
	Iteration 43Q: 3 clusters Score -2045187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2045188.375000 Penalty: 5128.158691
	Iteration 44Q: 3 clusters Score -2045188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2045188.375000 Penalty: 5128.158691
	Iteration 45F: 3 clusters Score -2045188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Entering Unmasked Estep 
Score: -2061807.250000 Penalty: 2535.527832
	Iteration 0F: 2 clusters Score -2061807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2042860.750000 Penalty: 5071.055664
	Iteration 0F: 3 clusters Score -2042861 nChanged 12394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2049705.375000 Penalty: 5071.055664
	Iteration 1F: 3 clusters Score -2049705 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2050435.750000 Penalty: 5071.055664
	Iteration 2F: 3 clusters Score -2050436 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2051368.625000 Penalty: 5071.055664
	Iteration 3F: 3 clusters Score -2051369 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2052482.750000 Penalty: 5071.055664
	Iteration 4F: 3 clusters Score -2052483 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2053743.500000 Penalty: 5071.055664
	Iteration 5F: 3 clusters Score -2053744 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2055068.500000 Penalty: 5071.055664
	Iteration 6F: 3 clusters Score -2055068 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2056166.500000 Penalty: 5071.055664
	Iteration 7F: 3 clusters Score -2056166 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -2056949.125000 Penalty: 5071.055664
	Iteration 8Q: 3 clusters Score -2056949 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2057396.875000 Penalty: 5071.055664
	Iteration 9Q: 3 clusters Score -2057397 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -2057720.000000 Penalty: 5071.055664
	Iteration 10Q: 3 clusters Score -2057720 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -2057956.250000 Penalty: 5071.055664
	Iteration 11Q: 3 clusters Score -2057956 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -2058152.875000 Penalty: 5071.055664
	Iteration 12Q: 3 clusters Score -2058153 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -2058354.875000 Penalty: 5071.055664
	Iteration 13Q: 3 clusters Score -2058355 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -2058561.750000 Penalty: 5071.055664
	Iteration 14Q: 3 clusters Score -2058562 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -2058851.750000 Penalty: 5071.055664
	Iteration 15Q: 3 clusters Score -2058852 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -2059231.750000 Penalty: 5071.055664
	Iteration 16Q: 3 clusters Score -2059232 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -2059556.000000 Penalty: 5071.055664
	Iteration 17Q: 3 clusters Score -2059556 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -2059750.500000 Penalty: 5071.055664
	Iteration 18Q: 3 clusters Score -2059750 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -2059918.125000 Penalty: 5071.055664
	Iteration 19Q: 3 clusters Score -2059918 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -2060044.000000 Penalty: 5071.055664
	Iteration 20F: 3 clusters Score -2060044 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -2060118.750000 Penalty: 5071.055664
	Iteration 21Q: 3 clusters Score -2060119 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -2060166.375000 Penalty: 5071.055664
	Iteration 22Q: 3 clusters Score -2060166 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -2060210.625000 Penalty: 5071.055664
	Iteration 23Q: 3 clusters Score -2060211 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -2060232.750000 Penalty: 5071.055664
	Iteration 24Q: 3 clusters Score -2060233 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -2060246.875000 Penalty: 5071.055664
	Iteration 25Q: 3 clusters Score -2060247 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -2060259.875000 Penalty: 5071.055664
	Iteration 26Q: 3 clusters Score -2060260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -2060263.250000 Penalty: 5071.055664
	Iteration 27Q: 3 clusters Score -2060263 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -2060262.750000 Penalty: 5071.055664
	Iteration 28Q: 3 clusters Score -2060263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -2060268.875000 Penalty: 5071.055664
	Iteration 29Q: 3 clusters Score -2060269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -2060271.500000 Penalty: 5071.055664
	Iteration 30Q: 3 clusters Score -2060272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -2060273.250000 Penalty: 5071.055664
	Iteration 31Q: 3 clusters Score -2060273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -2060274.875000 Penalty: 5071.055664
	Iteration 32Q: 3 clusters Score -2060275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -2060274.125000 Penalty: 5071.055664
	Iteration 33Q: 3 clusters Score -2060274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -2060275.125000 Penalty: 5071.055664
	Iteration 34Q: 3 clusters Score -2060275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -2060277.875000 Penalty: 5071.055664
	Iteration 35Q: 3 clusters Score -2060278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -2060274.375000 Penalty: 5071.055664
	Iteration 36Q: 3 clusters Score -2060274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -2060275.250000 Penalty: 5071.055664
	Iteration 37Q: 3 clusters Score -2060275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -2060275.500000 Penalty: 5071.055664
	Iteration 38Q: 3 clusters Score -2060276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -2060278.750000 Penalty: 5071.055664
	Iteration 39Q: 3 clusters Score -2060279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -2060277.125000 Penalty: 5071.055664
	Iteration 40F: 3 clusters Score -2060277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -2060279.250000 Penalty: 5071.055664
	Iteration 41Q: 3 clusters Score -2060279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -2060278.375000 Penalty: 5071.055664
	Iteration 42Q: 3 clusters Score -2060278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -2060281.000000 Penalty: 5071.055664
	Iteration 43Q: 3 clusters Score -2060281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -2060281.625000 Penalty: 5071.055664
	Iteration 44Q: 3 clusters Score -2060282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -2060281.625000 Penalty: 5071.055664
	Iteration 45F: 3 clusters Score -2060282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (132056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132056 members 
Entering Unmasked Estep 
Score: -10086520.000000 Penalty: 2924.163330
	Iteration 0F: 2 clusters Score -1.008652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66143 members 
Mstep: Class 2 contains 65913 members 
Entering Unmasked Estep 
Score: -9998488.000000 Penalty: 5848.326660
	Iteration 0F: 3 clusters Score -9998488 nChanged 62525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68216 members 
Mstep: Class 2 contains 63840 members 
Entering Unmasked Estep 
Score: -10034241.000000 Penalty: 5848.326660
	Iteration 1F: 3 clusters Score -1.003424e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69330 members 
Mstep: Class 2 contains 62726 members 
Entering Unmasked Estep 
Score: -10034980.000000 Penalty: 5848.326660
	Iteration 2Q: 3 clusters Score -1.003498e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71020 members 
Mstep: Class 2 contains 61036 members 
Entering Unmasked Estep 
Score: -10035713.000000 Penalty: 5848.326660
	Iteration 3Q: 3 clusters Score -1.003571e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73498 members 
Mstep: Class 2 contains 58558 members 
Entering Unmasked Estep 
Score: -10036711.000000 Penalty: 5848.326660
	Iteration 4Q: 3 clusters Score -1.003671e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77117 members 
Mstep: Class 2 contains 54939 members 
Entering Unmasked Estep 
Score: -10038315.000000 Penalty: 5848.326660
	Iteration 5Q: 3 clusters Score -1.003832e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82495 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -10041145.000000 Penalty: 5848.326660
	Iteration 6Q: 3 clusters Score -1.004114e+07 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90255 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -10046291.000000 Penalty: 5848.326660
	Iteration 7F: 3 clusters Score -1.004629e+07 nChanged 10187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100232 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -10054473.000000 Penalty: 5848.326660
	Iteration 8F: 3 clusters Score -1.005447e+07 nChanged 11140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111290 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -10064808.000000 Penalty: 5848.326660
	Iteration 9F: 3 clusters Score -1.006481e+07 nChanged 9511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120753 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -10074057.000000 Penalty: 5848.326660
	Iteration 10F: 3 clusters Score -1.007406e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126707 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -10079669.000000 Penalty: 5848.326660
	Iteration 11Q: 3 clusters Score -1.007967e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129495 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -10082155.000000 Penalty: 5848.326660
	Iteration 12Q: 3 clusters Score -1.008216e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130647 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -10083294.000000 Penalty: 5848.326660
	Iteration 13Q: 3 clusters Score -1.008329e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131048 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -10083682.000000 Penalty: 5848.326660
	Iteration 14Q: 3 clusters Score -1.008368e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131188 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -10083868.000000 Penalty: 5848.326660
	Iteration 15Q: 3 clusters Score -1.008387e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131250 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -10083982.000000 Penalty: 5848.326660
	Iteration 16Q: 3 clusters Score -1.008398e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131291 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10084065.000000 Penalty: 5848.326660
	Iteration 17Q: 3 clusters Score -1.008406e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131317 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -10084094.000000 Penalty: 5848.326660
	Iteration 18Q: 3 clusters Score -1.008409e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131330 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -10084121.000000 Penalty: 5848.326660
	Iteration 19Q: 3 clusters Score -1.008412e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131343 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -10084148.000000 Penalty: 5848.326660
	Iteration 20F: 3 clusters Score -1.008415e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131357 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -10084172.000000 Penalty: 5848.326660
	Iteration 21Q: 3 clusters Score -1.008417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131372 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -10084171.000000 Penalty: 5848.326660
	Iteration 22Q: 3 clusters Score -1.008417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131378 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -10084188.000000 Penalty: 5848.326660
	Iteration 23Q: 3 clusters Score -1.008419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131383 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -10084181.000000 Penalty: 5848.326660
	Iteration 24Q: 3 clusters Score -1.008418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131384 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -10084188.000000 Penalty: 5848.326660
	Iteration 25Q: 3 clusters Score -1.008419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131385 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -10084199.000000 Penalty: 5848.326660
	Iteration 26Q: 3 clusters Score -1.00842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131384 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -10084198.000000 Penalty: 5848.326660
	Iteration 27Q: 3 clusters Score -1.00842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131385 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -10084198.000000 Penalty: 5848.326660
	Iteration 28Q: 3 clusters Score -1.00842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131386 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -10084201.000000 Penalty: 5848.326660
	Iteration 29Q: 3 clusters Score -1.00842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131387 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -10084193.000000 Penalty: 5848.326660
	Iteration 30Q: 3 clusters Score -1.008419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131385 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -10084198.000000 Penalty: 5848.326660
	Iteration 31Q: 3 clusters Score -1.00842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131383 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -10084202.000000 Penalty: 5848.326660
	Iteration 32Q: 3 clusters Score -1.00842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131383 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -10084206.000000 Penalty: 5848.326660
	Iteration 33Q: 3 clusters Score -1.008421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131383 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -10084216.000000 Penalty: 5848.326660
	Iteration 34Q: 3 clusters Score -1.008422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131385 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -10084211.000000 Penalty: 5848.326660
	Iteration 35Q: 3 clusters Score -1.008421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131386 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -10084212.000000 Penalty: 5848.326660
	Iteration 36Q: 3 clusters Score -1.008421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131385 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -10084210.000000 Penalty: 5848.326660
	Iteration 37Q: 3 clusters Score -1.008421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131386 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -10084218.000000 Penalty: 5848.326660
	Iteration 38Q: 3 clusters Score -1.008422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131386 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -10084218.000000 Penalty: 5848.326660
	Iteration 39F: 3 clusters Score -1.008422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Entering Unmasked Estep 
Score: -69832.875000 Penalty: 1749.717529
	Iteration 0F: 2 clusters Score -69832.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -67827.796875 Penalty: 3499.435059
	Iteration 0F: 3 clusters Score -67827.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -68206.554688 Penalty: 3499.435059
	Iteration 1F: 3 clusters Score -68206.55 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -68348.914062 Penalty: 3499.435059
	Iteration 2F: 3 clusters Score -68348.91 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -68500.906250 Penalty: 3499.435059
	Iteration 3F: 3 clusters Score -68500.91 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -68681.625000 Penalty: 3499.435059
	Iteration 4F: 3 clusters Score -68681.62 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -68871.828125 Penalty: 3499.435059
	Iteration 5F: 3 clusters Score -68871.83 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -69060.140625 Penalty: 3499.435059
	Iteration 6Q: 3 clusters Score -69060.14 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -69254.835938 Penalty: 3499.435059
	Iteration 7Q: 3 clusters Score -69254.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -69383.382812 Penalty: 3499.435059
	Iteration 8Q: 3 clusters Score -69383.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -69487.117188 Penalty: 3499.435059
	Iteration 9Q: 3 clusters Score -69487.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -69567.750000 Penalty: 3499.435059
	Iteration 10Q: 3 clusters Score -69567.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -69622.437500 Penalty: 3499.435059
	Iteration 11Q: 3 clusters Score -69622.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -69654.781250 Penalty: 3499.435059
	Iteration 12Q: 3 clusters Score -69654.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -69678.765625 Penalty: 3499.435059
	Iteration 13Q: 3 clusters Score -69678.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -69717.070312 Penalty: 3499.435059
	Iteration 14Q: 3 clusters Score -69717.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -69740.445312 Penalty: 3499.435059
	Iteration 15Q: 3 clusters Score -69740.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -69753.132812 Penalty: 3499.435059
	Iteration 16Q: 3 clusters Score -69753.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -69761.445312 Penalty: 3499.435059
	Iteration 17Q: 3 clusters Score -69761.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -69764.992188 Penalty: 3499.435059
	Iteration 18Q: 3 clusters Score -69764.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -69766.085938 Penalty: 3499.435059
	Iteration 19Q: 3 clusters Score -69766.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -69766.578125 Penalty: 3499.435059
	Iteration 20F: 3 clusters Score -69766.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (91454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91454 members 
Entering Unmasked Estep 
Score: -6958850.000000 Penalty: 2833.050781
	Iteration 0F: 2 clusters Score -6958850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -6897621.500000 Penalty: 5666.101562
	Iteration 0F: 3 clusters Score -6897622 nChanged 43198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -6922433.000000 Penalty: 5666.101562
	Iteration 1F: 3 clusters Score -6922433 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -6923618.000000 Penalty: 5666.101562
	Iteration 2Q: 3 clusters Score -6923618 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -6925335.500000 Penalty: 5666.101562
	Iteration 3Q: 3 clusters Score -6925336 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 57525 members 
Entering Unmasked Estep 
Score: -6927859.500000 Penalty: 5666.101562
	Iteration 4F: 3 clusters Score -6927860 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 62655 members 
Entering Unmasked Estep 
Score: -6931484.500000 Penalty: 5666.101562
	Iteration 5F: 3 clusters Score -6931484 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 68773 members 
Entering Unmasked Estep 
Score: -6936215.000000 Penalty: 5666.101562
	Iteration 6F: 3 clusters Score -6936215 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 75234 members 
Entering Unmasked Estep 
Score: -6941680.000000 Penalty: 5666.101562
	Iteration 7F: 3 clusters Score -6941680 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 81200 members 
Entering Unmasked Estep 
Score: -6947087.500000 Penalty: 5666.101562
	Iteration 8F: 3 clusters Score -6947088 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 85803 members 
Entering Unmasked Estep 
Score: -6951494.000000 Penalty: 5666.101562
	Iteration 9F: 3 clusters Score -6951494 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 88642 members 
Entering Unmasked Estep 
Score: -6954052.000000 Penalty: 5666.101562
	Iteration 10Q: 3 clusters Score -6954052 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 90060 members 
Entering Unmasked Estep 
Score: -6955333.000000 Penalty: 5666.101562
	Iteration 11Q: 3 clusters Score -6955333 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 90647 members 
Entering Unmasked Estep 
Score: -6955878.000000 Penalty: 5666.101562
	Iteration 12Q: 3 clusters Score -6955878 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 90850 members 
Entering Unmasked Estep 
Score: -6956132.000000 Penalty: 5666.101562
	Iteration 13Q: 3 clusters Score -6956132 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 90939 members 
Entering Unmasked Estep 
Score: -6956243.500000 Penalty: 5666.101562
	Iteration 14Q: 3 clusters Score -6956244 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 90985 members 
Entering Unmasked Estep 
Score: -6956303.500000 Penalty: 5666.101562
	Iteration 15Q: 3 clusters Score -6956304 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 90998 members 
Entering Unmasked Estep 
Score: -6956333.500000 Penalty: 5666.101562
	Iteration 16Q: 3 clusters Score -6956334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 90999 members 
Entering Unmasked Estep 
Score: -6956359.500000 Penalty: 5666.101562
	Iteration 17Q: 3 clusters Score -6956360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 91005 members 
Entering Unmasked Estep 
Score: -6956377.000000 Penalty: 5666.101562
	Iteration 18Q: 3 clusters Score -6956377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 91012 members 
Entering Unmasked Estep 
Score: -6956384.000000 Penalty: 5666.101562
	Iteration 19Q: 3 clusters Score -6956384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 91016 members 
Entering Unmasked Estep 
Score: -6956393.000000 Penalty: 5666.101562
	Iteration 20F: 3 clusters Score -6956393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 91014 members 
Entering Unmasked Estep 
Score: -6956406.500000 Penalty: 5666.101562
	Iteration 21Q: 3 clusters Score -6956406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 91012 members 
Entering Unmasked Estep 
Score: -6956412.000000 Penalty: 5666.101562
	Iteration 22Q: 3 clusters Score -6956412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 91014 members 
Entering Unmasked Estep 
Score: -6956415.000000 Penalty: 5666.101562
	Iteration 23Q: 3 clusters Score -6956415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 91017 members 
Entering Unmasked Estep 
Score: -6956417.000000 Penalty: 5666.101562
	Iteration 24Q: 3 clusters Score -6956417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 91019 members 
Entering Unmasked Estep 
Score: -6956430.500000 Penalty: 5666.101562
	Iteration 25Q: 3 clusters Score -6956430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 91019 members 
Entering Unmasked Estep 
Score: -6956435.000000 Penalty: 5666.101562
	Iteration 26Q: 3 clusters Score -6956435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 91022 members 
Entering Unmasked Estep 
Score: -6956432.000000 Penalty: 5666.101562
	Iteration 27Q: 3 clusters Score -6956432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 91023 members 
Entering Unmasked Estep 
Score: -6956435.500000 Penalty: 5666.101562
	Iteration 28Q: 3 clusters Score -6956436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 91024 members 
Entering Unmasked Estep 
Score: -6956441.000000 Penalty: 5666.101562
	Iteration 29Q: 3 clusters Score -6956441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 91025 members 
Entering Unmasked Estep 
Score: -6956438.000000 Penalty: 5666.101562
	Iteration 30Q: 3 clusters Score -6956438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 91024 members 
Entering Unmasked Estep 
Score: -6956442.500000 Penalty: 5666.101562
	Iteration 31Q: 3 clusters Score -6956442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 91024 members 
Entering Unmasked Estep 
Score: -6956442.500000 Penalty: 5666.101562
	Iteration 32F: 3 clusters Score -6956442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (206407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206407 members 
Entering Unmasked Estep 
Score: -15444370.000000 Penalty: 3034.926025
	Iteration 0F: 2 clusters Score -1.544437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103268 members 
Mstep: Class 2 contains 103139 members 
Entering Unmasked Estep 
Score: -15306659.000000 Penalty: 6069.852051
	Iteration 0F: 3 clusters Score -1.530666e+07 nChanged 99174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104388 members 
Mstep: Class 2 contains 102019 members 
Entering Unmasked Estep 
Score: -15363882.000000 Penalty: 6069.852051
	Iteration 1F: 3 clusters Score -1.536388e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105401 members 
Mstep: Class 2 contains 101006 members 
Entering Unmasked Estep 
Score: -15365095.000000 Penalty: 6069.852051
	Iteration 2Q: 3 clusters Score -1.53651e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107091 members 
Mstep: Class 2 contains 99316 members 
Entering Unmasked Estep 
Score: -15366425.000000 Penalty: 6069.852051
	Iteration 3Q: 3 clusters Score -1.536642e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109877 members 
Mstep: Class 2 contains 96530 members 
Entering Unmasked Estep 
Score: -15368379.000000 Penalty: 6069.852051
	Iteration 4Q: 3 clusters Score -1.536838e+07 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114371 members 
Mstep: Class 2 contains 92036 members 
Entering Unmasked Estep 
Score: -15371258.000000 Penalty: 6069.852051
	Iteration 5Q: 3 clusters Score -1.537126e+07 nChanged 10196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121081 members 
Mstep: Class 2 contains 85326 members 
Entering Unmasked Estep 
Score: -15375935.000000 Penalty: 6069.852051
	Iteration 6Q: 3 clusters Score -1.537594e+07 nChanged 12556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130463 members 
Mstep: Class 2 contains 75944 members 
Entering Unmasked Estep 
Score: -15383091.000000 Penalty: 6069.852051
	Iteration 7F: 3 clusters Score -1.538309e+07 nChanged 14086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141917 members 
Mstep: Class 2 contains 64490 members 
Entering Unmasked Estep 
Score: -15392334.000000 Penalty: 6069.852051
	Iteration 8F: 3 clusters Score -1.539233e+07 nChanged 14094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154213 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -15402510.000000 Penalty: 6069.852051
	Iteration 9F: 3 clusters Score -1.540251e+07 nChanged 12664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165983 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -15412222.000000 Penalty: 6069.852051
	Iteration 10F: 3 clusters Score -1.541222e+07 nChanged 10815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176468 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -15420858.000000 Penalty: 6069.852051
	Iteration 11F: 3 clusters Score -1.542086e+07 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184945 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -15427799.000000 Penalty: 6069.852051
	Iteration 12Q: 3 clusters Score -1.54278e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191205 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -15432663.000000 Penalty: 6069.852051
	Iteration 13Q: 3 clusters Score -1.543266e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195623 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -15436080.000000 Penalty: 6069.852051
	Iteration 14Q: 3 clusters Score -1.543608e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198723 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -15438153.000000 Penalty: 6069.852051
	Iteration 15Q: 3 clusters Score -1.543815e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200852 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -15439553.000000 Penalty: 6069.852051
	Iteration 16Q: 3 clusters Score -1.543955e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202296 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -15440446.000000 Penalty: 6069.852051
	Iteration 17Q: 3 clusters Score -1.544045e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203293 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -15440986.000000 Penalty: 6069.852051
	Iteration 18Q: 3 clusters Score -1.544099e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203949 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -15441404.000000 Penalty: 6069.852051
	Iteration 19Q: 3 clusters Score -1.54414e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204365 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -15441639.000000 Penalty: 6069.852051
	Iteration 20F: 3 clusters Score -1.544164e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204643 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -15441786.000000 Penalty: 6069.852051
	Iteration 21Q: 3 clusters Score -1.544179e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204822 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -15441857.000000 Penalty: 6069.852051
	Iteration 22Q: 3 clusters Score -1.544186e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204943 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -15441895.000000 Penalty: 6069.852051
	Iteration 23Q: 3 clusters Score -1.54419e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205044 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -15441937.000000 Penalty: 6069.852051
	Iteration 24Q: 3 clusters Score -1.544194e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205103 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -15441976.000000 Penalty: 6069.852051
	Iteration 25Q: 3 clusters Score -1.544198e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205148 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -15442008.000000 Penalty: 6069.852051
	Iteration 26Q: 3 clusters Score -1.544201e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205185 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -15442033.000000 Penalty: 6069.852051
	Iteration 27Q: 3 clusters Score -1.544203e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205219 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -15442050.000000 Penalty: 6069.852051
	Iteration 28Q: 3 clusters Score -1.544205e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205244 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -15442051.000000 Penalty: 6069.852051
	Iteration 29Q: 3 clusters Score -1.544205e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205259 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -15442058.000000 Penalty: 6069.852051
	Iteration 30Q: 3 clusters Score -1.544206e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205267 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -15442078.000000 Penalty: 6069.852051
	Iteration 31Q: 3 clusters Score -1.544208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205269 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -15442074.000000 Penalty: 6069.852051
	Iteration 32Q: 3 clusters Score -1.544207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205280 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -15442082.000000 Penalty: 6069.852051
	Iteration 33Q: 3 clusters Score -1.544208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205285 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -15442091.000000 Penalty: 6069.852051
	Iteration 34Q: 3 clusters Score -1.544209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205286 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -15442088.000000 Penalty: 6069.852051
	Iteration 35Q: 3 clusters Score -1.544209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205288 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -15442088.000000 Penalty: 6069.852051
	Iteration 36Q: 3 clusters Score -1.544209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205290 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -15442091.000000 Penalty: 6069.852051
	Iteration 37Q: 3 clusters Score -1.544209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205295 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -15442103.000000 Penalty: 6069.852051
	Iteration 38Q: 3 clusters Score -1.54421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205296 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -15442100.000000 Penalty: 6069.852051
	Iteration 39Q: 3 clusters Score -1.54421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205297 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -15442095.000000 Penalty: 6069.852051
	Iteration 40F: 3 clusters Score -1.54421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205299 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -15442089.000000 Penalty: 6069.852051
	Iteration 41Q: 3 clusters Score -1.544209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205303 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -15442088.000000 Penalty: 6069.852051
	Iteration 42Q: 3 clusters Score -1.544209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205304 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -15442095.000000 Penalty: 6069.852051
	Iteration 43Q: 3 clusters Score -1.54421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205306 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -15442088.000000 Penalty: 6069.852051
	Iteration 44Q: 3 clusters Score -1.544209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205307 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -15442088.000000 Penalty: 6069.852051
	Iteration 45Q: 3 clusters Score -1.544209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205309 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -15442082.000000 Penalty: 6069.852051
	Iteration 46Q: 3 clusters Score -1.544208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205314 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -15442084.000000 Penalty: 6069.852051
	Iteration 47Q: 3 clusters Score -1.544208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205318 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -15442080.000000 Penalty: 6069.852051
	Iteration 48Q: 3 clusters Score -1.544208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205319 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -15442084.000000 Penalty: 6069.852051
	Iteration 49Q: 3 clusters Score -1.544208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205322 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -15442089.000000 Penalty: 6069.852051
	Iteration 50Q: 3 clusters Score -1.544209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205323 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -15442085.000000 Penalty: 6069.852051
	Iteration 51Q: 3 clusters Score -1.544208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205324 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -15442082.000000 Penalty: 6069.852051
	Iteration 52Q: 3 clusters Score -1.544208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205325 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -15442094.000000 Penalty: 6069.852051
	Iteration 53Q: 3 clusters Score -1.544209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205325 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -15442094.000000 Penalty: 6069.852051
	Iteration 54F: 3 clusters Score -1.544209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Entering Unmasked Estep 
Score: -143694.718750 Penalty: 1891.510254
	Iteration 0F: 2 clusters Score -143694.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -141067.718750 Penalty: 3783.020508
	Iteration 0F: 3 clusters Score -141067.7 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -141523.703125 Penalty: 3783.020508
	Iteration 1F: 3 clusters Score -141523.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -141661.843750 Penalty: 3783.020508
	Iteration 2F: 3 clusters Score -141661.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -141736.296875 Penalty: 3783.020508
	Iteration 3Q: 3 clusters Score -141736.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -141782.468750 Penalty: 3783.020508
	Iteration 4Q: 3 clusters Score -141782.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -141803.312500 Penalty: 3783.020508
	Iteration 5Q: 3 clusters Score -141803.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -141817.593750 Penalty: 3783.020508
	Iteration 6Q: 3 clusters Score -141817.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -141830.500000 Penalty: 3783.020508
	Iteration 7Q: 3 clusters Score -141830.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -141838.937500 Penalty: 3783.020508
	Iteration 8Q: 3 clusters Score -141838.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -141842.109375 Penalty: 3783.020508
	Iteration 9Q: 3 clusters Score -141842.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -141844.140625 Penalty: 3783.020508
	Iteration 10Q: 3 clusters Score -141844.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -141846.328125 Penalty: 3783.020508
	Iteration 11Q: 3 clusters Score -141846.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -141849.531250 Penalty: 3783.020508
	Iteration 12Q: 3 clusters Score -141849.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -141851.843750 Penalty: 3783.020508
	Iteration 13Q: 3 clusters Score -141851.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -141853.906250 Penalty: 3783.020508
	Iteration 14Q: 3 clusters Score -141853.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -141854.578125 Penalty: 3783.020508
	Iteration 15Q: 3 clusters Score -141854.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -141857.046875 Penalty: 3783.020508
	Iteration 16Q: 3 clusters Score -141857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -141858.437500 Penalty: 3783.020508
	Iteration 17Q: 3 clusters Score -141858.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -141858.437500 Penalty: 3783.020508
	Iteration 18F: 3 clusters Score -141858.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Entering Unmasked Estep 
Score: -981768.375000 Penalty: 2348.715332
	Iteration 0F: 2 clusters Score -981768.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -972153.500000 Penalty: 4697.430664
	Iteration 0F: 3 clusters Score -972153.5 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -975047.500000 Penalty: 4697.430664
	Iteration 1F: 3 clusters Score -975047.5 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -975380.312500 Penalty: 4697.430664
	Iteration 2F: 3 clusters Score -975380.3 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -975625.187500 Penalty: 4697.430664
	Iteration 3Q: 3 clusters Score -975625.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -975826.875000 Penalty: 4697.430664
	Iteration 4Q: 3 clusters Score -975826.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -976027.687500 Penalty: 4697.430664
	Iteration 5Q: 3 clusters Score -976027.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -976248.250000 Penalty: 4697.430664
	Iteration 6Q: 3 clusters Score -976248.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -976469.562500 Penalty: 4697.430664
	Iteration 7Q: 3 clusters Score -976469.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -976738.000000 Penalty: 4697.430664
	Iteration 8Q: 3 clusters Score -976738 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -977102.750000 Penalty: 4697.430664
	Iteration 9Q: 3 clusters Score -977102.8 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -977558.062500 Penalty: 4697.430664
	Iteration 10Q: 3 clusters Score -977558.1 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -978019.312500 Penalty: 4697.430664
	Iteration 11Q: 3 clusters Score -978019.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -978432.312500 Penalty: 4697.430664
	Iteration 12Q: 3 clusters Score -978432.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -978750.375000 Penalty: 4697.430664
	Iteration 13Q: 3 clusters Score -978750.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -979001.000000 Penalty: 4697.430664
	Iteration 14Q: 3 clusters Score -979001 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -979191.187500 Penalty: 4697.430664
	Iteration 15Q: 3 clusters Score -979191.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -979325.437500 Penalty: 4697.430664
	Iteration 16Q: 3 clusters Score -979325.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -979410.125000 Penalty: 4697.430664
	Iteration 17Q: 3 clusters Score -979410.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -979476.187500 Penalty: 4697.430664
	Iteration 18Q: 3 clusters Score -979476.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -979526.750000 Penalty: 4697.430664
	Iteration 19Q: 3 clusters Score -979526.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -979574.625000 Penalty: 4697.430664
	Iteration 20F: 3 clusters Score -979574.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -979603.125000 Penalty: 4697.430664
	Iteration 21Q: 3 clusters Score -979603.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -979630.312500 Penalty: 4697.430664
	Iteration 22Q: 3 clusters Score -979630.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -979659.187500 Penalty: 4697.430664
	Iteration 23Q: 3 clusters Score -979659.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -979677.125000 Penalty: 4697.430664
	Iteration 24Q: 3 clusters Score -979677.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -979692.125000 Penalty: 4697.430664
	Iteration 25Q: 3 clusters Score -979692.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -979702.562500 Penalty: 4697.430664
	Iteration 26Q: 3 clusters Score -979702.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -979711.187500 Penalty: 4697.430664
	Iteration 27Q: 3 clusters Score -979711.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -979714.937500 Penalty: 4697.430664
	Iteration 28Q: 3 clusters Score -979714.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -979723.312500 Penalty: 4697.430664
	Iteration 29Q: 3 clusters Score -979723.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -979725.250000 Penalty: 4697.430664
	Iteration 30Q: 3 clusters Score -979725.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -979728.000000 Penalty: 4697.430664
	Iteration 31Q: 3 clusters Score -979728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -979729.625000 Penalty: 4697.430664
	Iteration 32Q: 3 clusters Score -979729.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -979731.062500 Penalty: 4697.430664
	Iteration 33Q: 3 clusters Score -979731.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -979732.562500 Penalty: 4697.430664
	Iteration 34Q: 3 clusters Score -979732.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -979736.812500 Penalty: 4697.430664
	Iteration 35Q: 3 clusters Score -979736.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -979735.875000 Penalty: 4697.430664
	Iteration 36Q: 3 clusters Score -979735.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -979738.812500 Penalty: 4697.430664
	Iteration 37Q: 3 clusters Score -979738.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -979740.562500 Penalty: 4697.430664
	Iteration 38Q: 3 clusters Score -979740.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -979742.562500 Penalty: 4697.430664
	Iteration 39Q: 3 clusters Score -979742.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -979743.437500 Penalty: 4697.430664
	Iteration 40F: 3 clusters Score -979743.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -979745.625000 Penalty: 4697.430664
	Iteration 41Q: 3 clusters Score -979745.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -979745.437500 Penalty: 4697.430664
	Iteration 42Q: 3 clusters Score -979745.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -979746.000000 Penalty: 4697.430664
	Iteration 43Q: 3 clusters Score -979746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -979746.000000 Penalty: 4697.430664
	Iteration 44F: 3 clusters Score -979746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (57261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57261 members 
Entering Unmasked Estep 
Score: -4372910.000000 Penalty: 2716.932861
	Iteration 0F: 2 clusters Score -4372910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -4334464.000000 Penalty: 5433.865723
	Iteration 0F: 3 clusters Score -4334464 nChanged 26604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -4349235.500000 Penalty: 5433.865723
	Iteration 1F: 3 clusters Score -4349236 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -4349998.500000 Penalty: 5433.865723
	Iteration 2Q: 3 clusters Score -4349998 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -4350874.000000 Penalty: 5433.865723
	Iteration 3Q: 3 clusters Score -4350874 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -4351858.500000 Penalty: 5433.865723
	Iteration 4Q: 3 clusters Score -4351858 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -4353000.500000 Penalty: 5433.865723
	Iteration 5Q: 3 clusters Score -4353000 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -4354423.000000 Penalty: 5433.865723
	Iteration 6F: 3 clusters Score -4354423 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -4356072.000000 Penalty: 5433.865723
	Iteration 7F: 3 clusters Score -4356072 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -4357845.500000 Penalty: 5433.865723
	Iteration 8F: 3 clusters Score -4357846 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -4359776.500000 Penalty: 5433.865723
	Iteration 9F: 3 clusters Score -4359776 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -4361888.500000 Penalty: 5433.865723
	Iteration 10F: 3 clusters Score -4361888 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -4364042.500000 Penalty: 5433.865723
	Iteration 11F: 3 clusters Score -4364042 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -4366028.000000 Penalty: 5433.865723
	Iteration 12Q: 3 clusters Score -4366028 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53141 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -4367655.500000 Penalty: 5433.865723
	Iteration 13Q: 3 clusters Score -4367656 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54498 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -4368821.000000 Penalty: 5433.865723
	Iteration 14Q: 3 clusters Score -4368821 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55307 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4369475.000000 Penalty: 5433.865723
	Iteration 15Q: 3 clusters Score -4369475 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55761 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4369882.000000 Penalty: 5433.865723
	Iteration 16Q: 3 clusters Score -4369882 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56041 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4370137.500000 Penalty: 5433.865723
	Iteration 17Q: 3 clusters Score -4370138 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56183 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4370251.500000 Penalty: 5433.865723
	Iteration 18Q: 3 clusters Score -4370252 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56273 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4370339.000000 Penalty: 5433.865723
	Iteration 19Q: 3 clusters Score -4370339 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56334 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4370401.500000 Penalty: 5433.865723
	Iteration 20F: 3 clusters Score -4370402 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4370445.000000 Penalty: 5433.865723
	Iteration 21Q: 3 clusters Score -4370445 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56419 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4370477.500000 Penalty: 5433.865723
	Iteration 22Q: 3 clusters Score -4370478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56449 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4370517.500000 Penalty: 5433.865723
	Iteration 23Q: 3 clusters Score -4370518 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56475 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4370543.000000 Penalty: 5433.865723
	Iteration 24Q: 3 clusters Score -4370543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56488 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4370555.500000 Penalty: 5433.865723
	Iteration 25Q: 3 clusters Score -4370556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4370557.500000 Penalty: 5433.865723
	Iteration 26Q: 3 clusters Score -4370558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56507 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4370577.500000 Penalty: 5433.865723
	Iteration 27Q: 3 clusters Score -4370578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56513 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4370586.500000 Penalty: 5433.865723
	Iteration 28Q: 3 clusters Score -4370586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56524 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4370591.500000 Penalty: 5433.865723
	Iteration 29Q: 3 clusters Score -4370592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56535 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4370597.000000 Penalty: 5433.865723
	Iteration 30Q: 3 clusters Score -4370597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4370602.500000 Penalty: 5433.865723
	Iteration 31Q: 3 clusters Score -4370602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56557 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4370606.000000 Penalty: 5433.865723
	Iteration 32Q: 3 clusters Score -4370606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56563 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4370614.500000 Penalty: 5433.865723
	Iteration 33Q: 3 clusters Score -4370614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56567 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4370621.500000 Penalty: 5433.865723
	Iteration 34Q: 3 clusters Score -4370622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56568 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4370619.500000 Penalty: 5433.865723
	Iteration 35Q: 3 clusters Score -4370620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56569 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4370618.500000 Penalty: 5433.865723
	Iteration 36Q: 3 clusters Score -4370618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4370621.000000 Penalty: 5433.865723
	Iteration 37Q: 3 clusters Score -4370621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4370621.000000 Penalty: 5433.865723
	Iteration 38F: 3 clusters Score -4370621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Entering Unmasked Estep 
Score: -139137.312500 Penalty: 1890.056396
	Iteration 0F: 2 clusters Score -139137.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -136431.500000 Penalty: 3780.112793
	Iteration 0F: 3 clusters Score -136431.5 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -136933.656250 Penalty: 3780.112793
	Iteration 1F: 3 clusters Score -136933.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -137110.421875 Penalty: 3780.112793
	Iteration 2F: 3 clusters Score -137110.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -137242.671875 Penalty: 3780.112793
	Iteration 3F: 3 clusters Score -137242.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -137439.656250 Penalty: 3780.112793
	Iteration 4F: 3 clusters Score -137439.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -137708.109375 Penalty: 3780.112793
	Iteration 5F: 3 clusters Score -137708.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -137992.484375 Penalty: 3780.112793
	Iteration 6F: 3 clusters Score -137992.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -138225.187500 Penalty: 3780.112793
	Iteration 7F: 3 clusters Score -138225.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -138372.765625 Penalty: 3780.112793
	Iteration 8Q: 3 clusters Score -138372.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -138477.265625 Penalty: 3780.112793
	Iteration 9Q: 3 clusters Score -138477.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -138557.015625 Penalty: 3780.112793
	Iteration 10Q: 3 clusters Score -138557 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -138612.968750 Penalty: 3780.112793
	Iteration 11Q: 3 clusters Score -138613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -138652.671875 Penalty: 3780.112793
	Iteration 12Q: 3 clusters Score -138652.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -138678.734375 Penalty: 3780.112793
	Iteration 13Q: 3 clusters Score -138678.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -138694.265625 Penalty: 3780.112793
	Iteration 14Q: 3 clusters Score -138694.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -138703.296875 Penalty: 3780.112793
	Iteration 15Q: 3 clusters Score -138703.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -138708.046875 Penalty: 3780.112793
	Iteration 16Q: 3 clusters Score -138708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -138709.953125 Penalty: 3780.112793
	Iteration 17Q: 3 clusters Score -138710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -138711.218750 Penalty: 3780.112793
	Iteration 18Q: 3 clusters Score -138711.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -138711.218750 Penalty: 3780.112793
	Iteration 19F: 3 clusters Score -138711.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Entering Unmasked Estep 
Score: -977727.875000 Penalty: 2359.708496
	Iteration 0F: 2 clusters Score -977727.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -967783.875000 Penalty: 4719.416992
	Iteration 0F: 3 clusters Score -967783.9 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -971519.000000 Penalty: 4719.416992
	Iteration 1F: 3 clusters Score -971519 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -973017.625000 Penalty: 4719.416992
	Iteration 2F: 3 clusters Score -973017.6 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -974902.687500 Penalty: 4719.416992
	Iteration 3F: 3 clusters Score -974902.7 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -976445.000000 Penalty: 4719.416992
	Iteration 4F: 3 clusters Score -976445 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -977305.625000 Penalty: 4719.416992
	Iteration 5F: 3 clusters Score -977305.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -977708.437500 Penalty: 4719.416992
	Iteration 6Q: 3 clusters Score -977708.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -977910.250000 Penalty: 4719.416992
	Iteration 7Q: 3 clusters Score -977910.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -978020.687500 Penalty: 4719.416992
	Iteration 8Q: 3 clusters Score -978020.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -978079.500000 Penalty: 4719.416992
	Iteration 9Q: 3 clusters Score -978079.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -978117.062500 Penalty: 4719.416992
	Iteration 10Q: 3 clusters Score -978117.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -978140.125000 Penalty: 4719.416992
	Iteration 11Q: 3 clusters Score -978140.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -978157.875000 Penalty: 4719.416992
	Iteration 12Q: 3 clusters Score -978157.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -978175.750000 Penalty: 4719.416992
	Iteration 13Q: 3 clusters Score -978175.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -978189.250000 Penalty: 4719.416992
	Iteration 14Q: 3 clusters Score -978189.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -978198.937500 Penalty: 4719.416992
	Iteration 15Q: 3 clusters Score -978198.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -978213.375000 Penalty: 4719.416992
	Iteration 16Q: 3 clusters Score -978213.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -978222.750000 Penalty: 4719.416992
	Iteration 17Q: 3 clusters Score -978222.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -978231.000000 Penalty: 4719.416992
	Iteration 18Q: 3 clusters Score -978231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -978239.375000 Penalty: 4719.416992
	Iteration 19Q: 3 clusters Score -978239.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -978243.437500 Penalty: 4719.416992
	Iteration 20F: 3 clusters Score -978243.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -978245.812500 Penalty: 4719.416992
	Iteration 21Q: 3 clusters Score -978245.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -978252.687500 Penalty: 4719.416992
	Iteration 22Q: 3 clusters Score -978252.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -978257.687500 Penalty: 4719.416992
	Iteration 23Q: 3 clusters Score -978257.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -978255.062500 Penalty: 4719.416992
	Iteration 24Q: 3 clusters Score -978255.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -978261.312500 Penalty: 4719.416992
	Iteration 25Q: 3 clusters Score -978261.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -978263.750000 Penalty: 4719.416992
	Iteration 26Q: 3 clusters Score -978263.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -978262.000000 Penalty: 4719.416992
	Iteration 27Q: 3 clusters Score -978262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -978263.000000 Penalty: 4719.416992
	Iteration 28Q: 3 clusters Score -978263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -978264.437500 Penalty: 4719.416992
	Iteration 29Q: 3 clusters Score -978264.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -978265.562500 Penalty: 4719.416992
	Iteration 30Q: 3 clusters Score -978265.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -978268.250000 Penalty: 4719.416992
	Iteration 31Q: 3 clusters Score -978268.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -978268.937500 Penalty: 4719.416992
	Iteration 32Q: 3 clusters Score -978268.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -978269.062500 Penalty: 4719.416992
	Iteration 33Q: 3 clusters Score -978269.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -978269.250000 Penalty: 4719.416992
	Iteration 34Q: 3 clusters Score -978269.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -978268.562500 Penalty: 4719.416992
	Iteration 35Q: 3 clusters Score -978268.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -978270.875000 Penalty: 4719.416992
	Iteration 36Q: 3 clusters Score -978270.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -978271.000000 Penalty: 4719.416992
	Iteration 37Q: 3 clusters Score -978271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -978271.187500 Penalty: 4719.416992
	Iteration 38Q: 3 clusters Score -978271.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -978269.312500 Penalty: 4719.416992
	Iteration 39Q: 3 clusters Score -978269.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -978270.250000 Penalty: 4719.416992
	Iteration 40F: 3 clusters Score -978270.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -978270.875000 Penalty: 4719.416992
	Iteration 41Q: 3 clusters Score -978270.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -978272.250000 Penalty: 4719.416992
	Iteration 42Q: 3 clusters Score -978272.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -978270.750000 Penalty: 4719.416992
	Iteration 43Q: 3 clusters Score -978270.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -978272.500000 Penalty: 4719.416992
	Iteration 44Q: 3 clusters Score -978272.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -978270.375000 Penalty: 4719.416992
	Iteration 45Q: 3 clusters Score -978270.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -978270.750000 Penalty: 4719.416992
	Iteration 46Q: 3 clusters Score -978270.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -978270.750000 Penalty: 4719.416992
	Iteration 47F: 3 clusters Score -978270.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252216 members 
Mstep: Class 2 contains 35409 members 
Mstep: Class 3 contains 101431 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14101 members 
Mstep: Class 6 contains 19121 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 30916 members 
Mstep: Class 9 contains 27554 members 
Mstep: Class 10 contains 132056 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91454 members 
Mstep: Class 13 contains 206407 members 
Mstep: Class 14 contains 2053 members 
Mstep: Class 15 contains 12973 members 
Mstep: Class 16 contains 57261 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 9350 members 
Mstep: Class 19 contains 3060 members 
Mstep: Class 20 contains 8643 members 
Mstep: Class 21 contains 3661 members 
Mstep: Class 22 contains 4604 members 
Mstep: Class 23 contains 232531 members 
Mstep: Class 24 contains 5563 members 
Mstep: Class 25 contains 41328 members 
Mstep: Class 26 contains 4740 members 
Mstep: Class 27 contains 3397 members 
Mstep: Class 28 contains 13820 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7902 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11466 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3776 members 
Mstep: Class 38 contains 17181 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5043 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10422 members 
Mstep: Class 43 contains 3040 members 
Mstep: Class 44 contains 4211 members 
Entering Unmasked Estep 
Score: -102302384.000000 Penalty: 154550.578125
Splitting cluster 18 changes total score from -102303224.000000 to -102302384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (3060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Entering Unmasked Estep 
Score: -215054.671875 Penalty: 1990.490112
	Iteration 0F: 2 clusters Score -215054.7 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 1512 members 
Entering Unmasked Estep 
Score: -211767.953125 Penalty: 3980.980225
	Iteration 0F: 3 clusters Score -211768 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -212483.234375 Penalty: 3980.980225
	Iteration 1F: 3 clusters Score -212483.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -212673.093750 Penalty: 3980.980225
	Iteration 2F: 3 clusters Score -212673.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -212780.906250 Penalty: 3980.980225
	Iteration 3Q: 3 clusters Score -212780.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -212842.312500 Penalty: 3980.980225
	Iteration 4Q: 3 clusters Score -212842.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -212901.296875 Penalty: 3980.980225
	Iteration 5Q: 3 clusters Score -212901.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -212996.406250 Penalty: 3980.980225
	Iteration 6Q: 3 clusters Score -212996.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -213145.343750 Penalty: 3980.980225
	Iteration 7Q: 3 clusters Score -213145.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -213301.859375 Penalty: 3980.980225
	Iteration 8Q: 3 clusters Score -213301.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -213449.953125 Penalty: 3980.980225
	Iteration 9Q: 3 clusters Score -213450 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -213562.453125 Penalty: 3980.980225
	Iteration 10Q: 3 clusters Score -213562.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -213639.625000 Penalty: 3980.980225
	Iteration 11Q: 3 clusters Score -213639.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -213693.203125 Penalty: 3980.980225
	Iteration 12Q: 3 clusters Score -213693.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -213744.859375 Penalty: 3980.980225
	Iteration 13Q: 3 clusters Score -213744.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -213798.156250 Penalty: 3980.980225
	Iteration 14Q: 3 clusters Score -213798.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -213846.015625 Penalty: 3980.980225
	Iteration 15Q: 3 clusters Score -213846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -213881.687500 Penalty: 3980.980225
	Iteration 16Q: 3 clusters Score -213881.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -213911.390625 Penalty: 3980.980225
	Iteration 17Q: 3 clusters Score -213911.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -213939.687500 Penalty: 3980.980225
	Iteration 18Q: 3 clusters Score -213939.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -213966.109375 Penalty: 3980.980225
	Iteration 19Q: 3 clusters Score -213966.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -213994.796875 Penalty: 3980.980225
	Iteration 20F: 3 clusters Score -213994.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -214021.984375 Penalty: 3980.980225
	Iteration 21Q: 3 clusters Score -214022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -214048.500000 Penalty: 3980.980225
	Iteration 22Q: 3 clusters Score -214048.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -214069.515625 Penalty: 3980.980225
	Iteration 23Q: 3 clusters Score -214069.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -214097.593750 Penalty: 3980.980225
	Iteration 24Q: 3 clusters Score -214097.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -214145.265625 Penalty: 3980.980225
	Iteration 25Q: 3 clusters Score -214145.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -214218.250000 Penalty: 3980.980225
	Iteration 26Q: 3 clusters Score -214218.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -214304.640625 Penalty: 3980.980225
	Iteration 27Q: 3 clusters Score -214304.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -214401.093750 Penalty: 3980.980225
	Iteration 28Q: 3 clusters Score -214401.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -214469.750000 Penalty: 3980.980225
	Iteration 29Q: 3 clusters Score -214469.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -214540.359375 Penalty: 3980.980225
	Iteration 30Q: 3 clusters Score -214540.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -214600.062500 Penalty: 3980.980225
	Iteration 31Q: 3 clusters Score -214600.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -214643.578125 Penalty: 3980.980225
	Iteration 32Q: 3 clusters Score -214643.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -214666.656250 Penalty: 3980.980225
	Iteration 33Q: 3 clusters Score -214666.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -214681.125000 Penalty: 3980.980225
	Iteration 34Q: 3 clusters Score -214681.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -214686.718750 Penalty: 3980.980225
	Iteration 35Q: 3 clusters Score -214686.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -214688.843750 Penalty: 3980.980225
	Iteration 36Q: 3 clusters Score -214688.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -214688.843750 Penalty: 3980.980225
	Iteration 37F: 3 clusters Score -214688.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Entering Unmasked Estep 
Score: -636790.125000 Penalty: 2247.997070
	Iteration 0F: 2 clusters Score -636790.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -630018.000000 Penalty: 4495.994141
	Iteration 0F: 3 clusters Score -630018 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -631923.187500 Penalty: 4495.994141
	Iteration 1F: 3 clusters Score -631923.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -632228.812500 Penalty: 4495.994141
	Iteration 2F: 3 clusters Score -632228.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -632460.375000 Penalty: 4495.994141
	Iteration 3F: 3 clusters Score -632460.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -632684.187500 Penalty: 4495.994141
	Iteration 4Q: 3 clusters Score -632684.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -632896.437500 Penalty: 4495.994141
	Iteration 5Q: 3 clusters Score -632896.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -633069.750000 Penalty: 4495.994141
	Iteration 6Q: 3 clusters Score -633069.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -633227.875000 Penalty: 4495.994141
	Iteration 7Q: 3 clusters Score -633227.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -633381.187500 Penalty: 4495.994141
	Iteration 8Q: 3 clusters Score -633381.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -633529.562500 Penalty: 4495.994141
	Iteration 9Q: 3 clusters Score -633529.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -633676.875000 Penalty: 4495.994141
	Iteration 10Q: 3 clusters Score -633676.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -633840.375000 Penalty: 4495.994141
	Iteration 11Q: 3 clusters Score -633840.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -634017.375000 Penalty: 4495.994141
	Iteration 12Q: 3 clusters Score -634017.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -634251.562500 Penalty: 4495.994141
	Iteration 13Q: 3 clusters Score -634251.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -634638.812500 Penalty: 4495.994141
	Iteration 14Q: 3 clusters Score -634638.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -635290.312500 Penalty: 4495.994141
	Iteration 15Q: 3 clusters Score -635290.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -636097.562500 Penalty: 4495.994141
	Iteration 16Q: 3 clusters Score -636097.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -636853.125000 Penalty: 4495.994141
	Iteration 17Q: 3 clusters Score -636853.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -637152.937500 Penalty: 4495.994141
	Iteration 18Q: 3 clusters Score -637152.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -637227.000000 Penalty: 4495.994141
	Iteration 19Q: 3 clusters Score -637227 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -637254.000000 Penalty: 4495.994141
	Iteration 20F: 3 clusters Score -637254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -637275.125000 Penalty: 4495.994141
	Iteration 21Q: 3 clusters Score -637275.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -637281.187500 Penalty: 4495.994141
	Iteration 22Q: 3 clusters Score -637281.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -637283.500000 Penalty: 4495.994141
	Iteration 23Q: 3 clusters Score -637283.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -637284.500000 Penalty: 4495.994141
	Iteration 24Q: 3 clusters Score -637284.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -637286.625000 Penalty: 4495.994141
	Iteration 25Q: 3 clusters Score -637286.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -637287.125000 Penalty: 4495.994141
	Iteration 26Q: 3 clusters Score -637287.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -637288.062500 Penalty: 4495.994141
	Iteration 27Q: 3 clusters Score -637288.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -637288.062500 Penalty: 4495.994141
	Iteration 28F: 3 clusters Score -637288.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252216 members 
Mstep: Class 2 contains 35409 members 
Mstep: Class 3 contains 101431 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14101 members 
Mstep: Class 6 contains 19121 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 30916 members 
Mstep: Class 9 contains 27554 members 
Mstep: Class 10 contains 132056 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91454 members 
Mstep: Class 13 contains 206407 members 
Mstep: Class 14 contains 2053 members 
Mstep: Class 15 contains 12973 members 
Mstep: Class 16 contains 57261 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13561 members 
Mstep: Class 19 contains 3060 members 
Mstep: Class 20 contains 5261 members 
Mstep: Class 21 contains 3661 members 
Mstep: Class 22 contains 4604 members 
Mstep: Class 23 contains 232531 members 
Mstep: Class 24 contains 5563 members 
Mstep: Class 25 contains 41328 members 
Mstep: Class 26 contains 4740 members 
Mstep: Class 27 contains 3397 members 
Mstep: Class 28 contains 13820 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7902 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11466 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3776 members 
Mstep: Class 38 contains 17181 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5043 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10422 members 
Mstep: Class 43 contains 3040 members 
Mstep: Class 44 contains 3382 members 
Entering Unmasked Estep 
Score: -102302224.000000 Penalty: 154550.578125
Splitting cluster 20 changes total score from -102303224.000000 to -102302224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (3661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Entering Unmasked Estep 
Score: -264291.375000 Penalty: 2034.962036
	Iteration 0F: 2 clusters Score -264291.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -260577.828125 Penalty: 4069.924072
	Iteration 0F: 3 clusters Score -260577.8 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -261433.812500 Penalty: 4069.924072
	Iteration 1F: 3 clusters Score -261433.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -261703.453125 Penalty: 4069.924072
	Iteration 2F: 3 clusters Score -261703.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -261947.015625 Penalty: 4069.924072
	Iteration 3F: 3 clusters Score -261947 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -262108.984375 Penalty: 4069.924072
	Iteration 4F: 3 clusters Score -262109 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -262272.187500 Penalty: 4069.924072
	Iteration 5Q: 3 clusters Score -262272.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -262415.562500 Penalty: 4069.924072
	Iteration 6Q: 3 clusters Score -262415.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -262534.781250 Penalty: 4069.924072
	Iteration 7Q: 3 clusters Score -262534.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -262638.437500 Penalty: 4069.924072
	Iteration 8Q: 3 clusters Score -262638.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -262720.343750 Penalty: 4069.924072
	Iteration 9Q: 3 clusters Score -262720.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -262805.125000 Penalty: 4069.924072
	Iteration 10Q: 3 clusters Score -262805.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -262872.656250 Penalty: 4069.924072
	Iteration 11Q: 3 clusters Score -262872.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -262938.312500 Penalty: 4069.924072
	Iteration 12Q: 3 clusters Score -262938.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -262983.125000 Penalty: 4069.924072
	Iteration 13Q: 3 clusters Score -262983.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -263007.375000 Penalty: 4069.924072
	Iteration 14Q: 3 clusters Score -263007.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -263023.906250 Penalty: 4069.924072
	Iteration 15Q: 3 clusters Score -263023.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -263035.187500 Penalty: 4069.924072
	Iteration 16Q: 3 clusters Score -263035.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -263047.812500 Penalty: 4069.924072
	Iteration 17Q: 3 clusters Score -263047.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -263052.906250 Penalty: 4069.924072
	Iteration 18Q: 3 clusters Score -263052.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -263058.281250 Penalty: 4069.924072
	Iteration 19Q: 3 clusters Score -263058.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -263063.062500 Penalty: 4069.924072
	Iteration 20F: 3 clusters Score -263063.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -263064.156250 Penalty: 4069.924072
	Iteration 21Q: 3 clusters Score -263064.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -263065.375000 Penalty: 4069.924072
	Iteration 22Q: 3 clusters Score -263065.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -263067.281250 Penalty: 4069.924072
	Iteration 23Q: 3 clusters Score -263067.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -263067.625000 Penalty: 4069.924072
	Iteration 24Q: 3 clusters Score -263067.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -263067.625000 Penalty: 4069.924072
	Iteration 25F: 3 clusters Score -263067.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Entering Unmasked Estep 
Score: -281751.937500 Penalty: 2091.800781
	Iteration 0F: 2 clusters Score -281751.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -277470.875000 Penalty: 4183.601562
	Iteration 0F: 3 clusters Score -277470.9 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -278537.875000 Penalty: 4183.601562
	Iteration 1F: 3 clusters Score -278537.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -278813.281250 Penalty: 4183.601562
	Iteration 2F: 3 clusters Score -278813.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -278998.718750 Penalty: 4183.601562
	Iteration 3F: 3 clusters Score -278998.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -279117.500000 Penalty: 4183.601562
	Iteration 4Q: 3 clusters Score -279117.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -279214.062500 Penalty: 4183.601562
	Iteration 5Q: 3 clusters Score -279214.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -279287.406250 Penalty: 4183.601562
	Iteration 6Q: 3 clusters Score -279287.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -279365.125000 Penalty: 4183.601562
	Iteration 7Q: 3 clusters Score -279365.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -279450.343750 Penalty: 4183.601562
	Iteration 8Q: 3 clusters Score -279450.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -279545.625000 Penalty: 4183.601562
	Iteration 9Q: 3 clusters Score -279545.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -279663.468750 Penalty: 4183.601562
	Iteration 10Q: 3 clusters Score -279663.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -279761.625000 Penalty: 4183.601562
	Iteration 11Q: 3 clusters Score -279761.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -279831.375000 Penalty: 4183.601562
	Iteration 12Q: 3 clusters Score -279831.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -279884.031250 Penalty: 4183.601562
	Iteration 13Q: 3 clusters Score -279884 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -279930.250000 Penalty: 4183.601562
	Iteration 14Q: 3 clusters Score -279930.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -279964.843750 Penalty: 4183.601562
	Iteration 15Q: 3 clusters Score -279964.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -279999.468750 Penalty: 4183.601562
	Iteration 16Q: 3 clusters Score -279999.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -280026.937500 Penalty: 4183.601562
	Iteration 17Q: 3 clusters Score -280026.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -280050.218750 Penalty: 4183.601562
	Iteration 18Q: 3 clusters Score -280050.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -280073.593750 Penalty: 4183.601562
	Iteration 19Q: 3 clusters Score -280073.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -280102.093750 Penalty: 4183.601562
	Iteration 20F: 3 clusters Score -280102.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -280128.375000 Penalty: 4183.601562
	Iteration 21Q: 3 clusters Score -280128.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -280153.093750 Penalty: 4183.601562
	Iteration 22Q: 3 clusters Score -280153.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -280174.281250 Penalty: 4183.601562
	Iteration 23Q: 3 clusters Score -280174.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -280193.031250 Penalty: 4183.601562
	Iteration 24Q: 3 clusters Score -280193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -280201.187500 Penalty: 4183.601562
	Iteration 25Q: 3 clusters Score -280201.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -280205.500000 Penalty: 4183.601562
	Iteration 26Q: 3 clusters Score -280205.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -280207.625000 Penalty: 4183.601562
	Iteration 27Q: 3 clusters Score -280207.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -280210.937500 Penalty: 4183.601562
	Iteration 28Q: 3 clusters Score -280210.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -280211.812500 Penalty: 4183.601562
	Iteration 29Q: 3 clusters Score -280211.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -280213.000000 Penalty: 4183.601562
	Iteration 30Q: 3 clusters Score -280213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -280214.468750 Penalty: 4183.601562
	Iteration 31Q: 3 clusters Score -280214.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -280214.500000 Penalty: 4183.601562
	Iteration 32Q: 3 clusters Score -280214.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -280215.875000 Penalty: 4183.601562
	Iteration 33Q: 3 clusters Score -280215.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -280217.593750 Penalty: 4183.601562
	Iteration 34Q: 3 clusters Score -280217.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -280217.718750 Penalty: 4183.601562
	Iteration 35Q: 3 clusters Score -280217.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -280217.468750 Penalty: 4183.601562
	Iteration 36Q: 3 clusters Score -280217.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -280218.281250 Penalty: 4183.601562
	Iteration 37Q: 3 clusters Score -280218.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -280218.718750 Penalty: 4183.601562
	Iteration 38Q: 3 clusters Score -280218.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -280219.812500 Penalty: 4183.601562
	Iteration 39Q: 3 clusters Score -280219.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -280221.437500 Penalty: 4183.601562
	Iteration 40F: 3 clusters Score -280221.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -280223.000000 Penalty: 4183.601562
	Iteration 41Q: 3 clusters Score -280223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -280225.437500 Penalty: 4183.601562
	Iteration 42Q: 3 clusters Score -280225.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -280228.312500 Penalty: 4183.601562
	Iteration 43Q: 3 clusters Score -280228.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -280230.031250 Penalty: 4183.601562
	Iteration 44Q: 3 clusters Score -280230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -280232.312500 Penalty: 4183.601562
	Iteration 45Q: 3 clusters Score -280232.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -280235.187500 Penalty: 4183.601562
	Iteration 46Q: 3 clusters Score -280235.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -280236.593750 Penalty: 4183.601562
	Iteration 47Q: 3 clusters Score -280236.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -280237.250000 Penalty: 4183.601562
	Iteration 48Q: 3 clusters Score -280237.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -280238.531250 Penalty: 4183.601562
	Iteration 49Q: 3 clusters Score -280238.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -280238.625000 Penalty: 4183.601562
	Iteration 50Q: 3 clusters Score -280238.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -280239.500000 Penalty: 4183.601562
	Iteration 51Q: 3 clusters Score -280239.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -280239.156250 Penalty: 4183.601562
	Iteration 52Q: 3 clusters Score -280239.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -280239.687500 Penalty: 4183.601562
	Iteration 53Q: 3 clusters Score -280239.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -280239.625000 Penalty: 4183.601562
	Iteration 54Q: 3 clusters Score -280239.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -280239.625000 Penalty: 4183.601562
	Iteration 55F: 3 clusters Score -280239.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (232531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232531 members 
Entering Unmasked Estep 
Score: -17851032.000000 Penalty: 3064.481201
	Iteration 0F: 2 clusters Score -1.785103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116523 members 
Mstep: Class 2 contains 116008 members 
Entering Unmasked Estep 
Score: -17694536.000000 Penalty: 6128.962402
	Iteration 0F: 3 clusters Score -1.769454e+07 nChanged 112077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120522 members 
Mstep: Class 2 contains 112009 members 
Entering Unmasked Estep 
Score: -17760600.000000 Penalty: 6128.962402
	Iteration 1F: 3 clusters Score -1.77606e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123290 members 
Mstep: Class 2 contains 109241 members 
Entering Unmasked Estep 
Score: -17761844.000000 Penalty: 6128.962402
	Iteration 2Q: 3 clusters Score -1.776184e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127729 members 
Mstep: Class 2 contains 104802 members 
Entering Unmasked Estep 
Score: -17763516.000000 Penalty: 6128.962402
	Iteration 3Q: 3 clusters Score -1.776352e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134560 members 
Mstep: Class 2 contains 97971 members 
Entering Unmasked Estep 
Score: -17766470.000000 Penalty: 6128.962402
	Iteration 4Q: 3 clusters Score -1.776647e+07 nChanged 10992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144770 members 
Mstep: Class 2 contains 87761 members 
Entering Unmasked Estep 
Score: -17771576.000000 Penalty: 6128.962402
	Iteration 5Q: 3 clusters Score -1.777158e+07 nChanged 15097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159541 members 
Mstep: Class 2 contains 72990 members 
Entering Unmasked Estep 
Score: -17781144.000000 Penalty: 6128.962402
	Iteration 6F: 3 clusters Score -1.778114e+07 nChanged 19236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178619 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -17796938.000000 Penalty: 6128.962402
	Iteration 7F: 3 clusters Score -1.779694e+07 nChanged 20997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199568 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -17816870.000000 Penalty: 6128.962402
	Iteration 8F: 3 clusters Score -1.781687e+07 nChanged 17031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216571 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -17833946.000000 Penalty: 6128.962402
	Iteration 9F: 3 clusters Score -1.783395e+07 nChanged 9486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226031 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -17843200.000000 Penalty: 6128.962402
	Iteration 10Q: 3 clusters Score -1.78432e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229727 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -17846812.000000 Penalty: 6128.962402
	Iteration 11Q: 3 clusters Score -1.784681e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230861 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -17848086.000000 Penalty: 6128.962402
	Iteration 12Q: 3 clusters Score -1.784809e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231176 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -17848656.000000 Penalty: 6128.962402
	Iteration 13Q: 3 clusters Score -1.784866e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231257 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -17849004.000000 Penalty: 6128.962402
	Iteration 14Q: 3 clusters Score -1.7849e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231259 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -17849186.000000 Penalty: 6128.962402
	Iteration 15Q: 3 clusters Score -1.784919e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231225 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -17849326.000000 Penalty: 6128.962402
	Iteration 16Q: 3 clusters Score -1.784933e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231177 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -17849444.000000 Penalty: 6128.962402
	Iteration 17Q: 3 clusters Score -1.784944e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231106 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -17849526.000000 Penalty: 6128.962402
	Iteration 18Q: 3 clusters Score -1.784953e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231028 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -17849618.000000 Penalty: 6128.962402
	Iteration 19Q: 3 clusters Score -1.784962e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230965 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -17849690.000000 Penalty: 6128.962402
	Iteration 20F: 3 clusters Score -1.784969e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230904 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -17849756.000000 Penalty: 6128.962402
	Iteration 21Q: 3 clusters Score -1.784976e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230863 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -17849788.000000 Penalty: 6128.962402
	Iteration 22Q: 3 clusters Score -1.784979e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230825 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -17849802.000000 Penalty: 6128.962402
	Iteration 23Q: 3 clusters Score -1.78498e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230808 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -17849816.000000 Penalty: 6128.962402
	Iteration 24Q: 3 clusters Score -1.784982e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230791 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -17849820.000000 Penalty: 6128.962402
	Iteration 25Q: 3 clusters Score -1.784982e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230785 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -17849812.000000 Penalty: 6128.962402
	Iteration 26Q: 3 clusters Score -1.784981e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230783 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -17849796.000000 Penalty: 6128.962402
	Iteration 27Q: 3 clusters Score -1.78498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230776 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -17849808.000000 Penalty: 6128.962402
	Iteration 28Q: 3 clusters Score -1.784981e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230770 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -17849800.000000 Penalty: 6128.962402
	Iteration 29Q: 3 clusters Score -1.78498e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230764 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -17849810.000000 Penalty: 6128.962402
	Iteration 30Q: 3 clusters Score -1.784981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230759 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -17849828.000000 Penalty: 6128.962402
	Iteration 31Q: 3 clusters Score -1.784983e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230750 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -17849834.000000 Penalty: 6128.962402
	Iteration 32Q: 3 clusters Score -1.784983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230742 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -17849842.000000 Penalty: 6128.962402
	Iteration 33Q: 3 clusters Score -1.784984e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230740 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -17849842.000000 Penalty: 6128.962402
	Iteration 34Q: 3 clusters Score -1.784984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230736 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -17849832.000000 Penalty: 6128.962402
	Iteration 35Q: 3 clusters Score -1.784983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230732 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -17849844.000000 Penalty: 6128.962402
	Iteration 36Q: 3 clusters Score -1.784984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230727 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -17849842.000000 Penalty: 6128.962402
	Iteration 37Q: 3 clusters Score -1.784984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230727 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -17849840.000000 Penalty: 6128.962402
	Iteration 38Q: 3 clusters Score -1.784984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230726 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -17849840.000000 Penalty: 6128.962402
	Iteration 39Q: 3 clusters Score -1.784984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230727 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -17849856.000000 Penalty: 6128.962402
	Iteration 40F: 3 clusters Score -1.784986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230725 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -17849858.000000 Penalty: 6128.962402
	Iteration 41Q: 3 clusters Score -1.784986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230723 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -17849850.000000 Penalty: 6128.962402
	Iteration 42Q: 3 clusters Score -1.784985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230722 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -17849860.000000 Penalty: 6128.962402
	Iteration 43Q: 3 clusters Score -1.784986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230722 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -17849860.000000 Penalty: 6128.962402
	Iteration 44F: 3 clusters Score -1.784986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Entering Unmasked Estep 
Score: -396292.843750 Penalty: 2138.725342
	Iteration 0F: 2 clusters Score -396292.8 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 2785 members 
Entering Unmasked Estep 
Score: -391371.187500 Penalty: 4277.450684
	Iteration 0F: 3 clusters Score -391371.2 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -392639.500000 Penalty: 4277.450684
	Iteration 1F: 3 clusters Score -392639.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -392887.875000 Penalty: 4277.450684
	Iteration 2F: 3 clusters Score -392887.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -393060.062500 Penalty: 4277.450684
	Iteration 3F: 3 clusters Score -393060.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -393233.500000 Penalty: 4277.450684
	Iteration 4Q: 3 clusters Score -393233.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -393421.906250 Penalty: 4277.450684
	Iteration 5Q: 3 clusters Score -393421.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -393568.875000 Penalty: 4277.450684
	Iteration 6Q: 3 clusters Score -393568.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -393685.875000 Penalty: 4277.450684
	Iteration 7Q: 3 clusters Score -393685.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -393795.406250 Penalty: 4277.450684
	Iteration 8Q: 3 clusters Score -393795.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -393911.218750 Penalty: 4277.450684
	Iteration 9Q: 3 clusters Score -393911.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -394040.718750 Penalty: 4277.450684
	Iteration 10Q: 3 clusters Score -394040.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -394172.937500 Penalty: 4277.450684
	Iteration 11Q: 3 clusters Score -394172.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -394282.531250 Penalty: 4277.450684
	Iteration 12Q: 3 clusters Score -394282.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -394379.750000 Penalty: 4277.450684
	Iteration 13Q: 3 clusters Score -394379.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -394484.781250 Penalty: 4277.450684
	Iteration 14Q: 3 clusters Score -394484.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -394559.031250 Penalty: 4277.450684
	Iteration 15Q: 3 clusters Score -394559 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -394615.687500 Penalty: 4277.450684
	Iteration 16Q: 3 clusters Score -394615.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -394662.093750 Penalty: 4277.450684
	Iteration 17Q: 3 clusters Score -394662.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -394688.781250 Penalty: 4277.450684
	Iteration 18Q: 3 clusters Score -394688.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -394710.125000 Penalty: 4277.450684
	Iteration 19Q: 3 clusters Score -394710.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -394732.968750 Penalty: 4277.450684
	Iteration 20F: 3 clusters Score -394733 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -394752.062500 Penalty: 4277.450684
	Iteration 21Q: 3 clusters Score -394752.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -394769.218750 Penalty: 4277.450684
	Iteration 22Q: 3 clusters Score -394769.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -394782.187500 Penalty: 4277.450684
	Iteration 23Q: 3 clusters Score -394782.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -394791.562500 Penalty: 4277.450684
	Iteration 24Q: 3 clusters Score -394791.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -394799.218750 Penalty: 4277.450684
	Iteration 25Q: 3 clusters Score -394799.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -394805.656250 Penalty: 4277.450684
	Iteration 26Q: 3 clusters Score -394805.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -394814.156250 Penalty: 4277.450684
	Iteration 27Q: 3 clusters Score -394814.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -394822.968750 Penalty: 4277.450684
	Iteration 28Q: 3 clusters Score -394823 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -394833.500000 Penalty: 4277.450684
	Iteration 29Q: 3 clusters Score -394833.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -394841.968750 Penalty: 4277.450684
	Iteration 30Q: 3 clusters Score -394842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -394852.687500 Penalty: 4277.450684
	Iteration 31Q: 3 clusters Score -394852.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -394859.656250 Penalty: 4277.450684
	Iteration 32Q: 3 clusters Score -394859.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -394863.468750 Penalty: 4277.450684
	Iteration 33Q: 3 clusters Score -394863.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -394865.125000 Penalty: 4277.450684
	Iteration 34Q: 3 clusters Score -394865.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -394868.406250 Penalty: 4277.450684
	Iteration 35Q: 3 clusters Score -394868.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -394873.218750 Penalty: 4277.450684
	Iteration 36Q: 3 clusters Score -394873.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -394880.312500 Penalty: 4277.450684
	Iteration 37Q: 3 clusters Score -394880.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -394884.562500 Penalty: 4277.450684
	Iteration 38Q: 3 clusters Score -394884.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -394890.500000 Penalty: 4277.450684
	Iteration 39Q: 3 clusters Score -394890.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -394894.062500 Penalty: 4277.450684
	Iteration 40F: 3 clusters Score -394894.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -394896.781250 Penalty: 4277.450684
	Iteration 41Q: 3 clusters Score -394896.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -394897.500000 Penalty: 4277.450684
	Iteration 42Q: 3 clusters Score -394897.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -394898.812500 Penalty: 4277.450684
	Iteration 43Q: 3 clusters Score -394898.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -394902.437500 Penalty: 4277.450684
	Iteration 44Q: 3 clusters Score -394902.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -394906.812500 Penalty: 4277.450684
	Iteration 45Q: 3 clusters Score -394906.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -394909.937500 Penalty: 4277.450684
	Iteration 46Q: 3 clusters Score -394909.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -394911.593750 Penalty: 4277.450684
	Iteration 47Q: 3 clusters Score -394911.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -394914.156250 Penalty: 4277.450684
	Iteration 48Q: 3 clusters Score -394914.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -394917.125000 Penalty: 4277.450684
	Iteration 49Q: 3 clusters Score -394917.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -394925.906250 Penalty: 4277.450684
	Iteration 50Q: 3 clusters Score -394925.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -394933.125000 Penalty: 4277.450684
	Iteration 51Q: 3 clusters Score -394933.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -394942.937500 Penalty: 4277.450684
	Iteration 52Q: 3 clusters Score -394942.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -394954.531250 Penalty: 4277.450684
	Iteration 53Q: 3 clusters Score -394954.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -394961.687500 Penalty: 4277.450684
	Iteration 54Q: 3 clusters Score -394961.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -394970.875000 Penalty: 4277.450684
	Iteration 55Q: 3 clusters Score -394970.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -394977.500000 Penalty: 4277.450684
	Iteration 56Q: 3 clusters Score -394977.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -394982.406250 Penalty: 4277.450684
	Iteration 57Q: 3 clusters Score -394982.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -394988.031250 Penalty: 4277.450684
	Iteration 58Q: 3 clusters Score -394988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -394990.812500 Penalty: 4277.450684
	Iteration 59Q: 3 clusters Score -394990.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -394993.093750 Penalty: 4277.450684
	Iteration 60F: 3 clusters Score -394993.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -394996.250000 Penalty: 4277.450684
	Iteration 61Q: 3 clusters Score -394996.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -394997.968750 Penalty: 4277.450684
	Iteration 62Q: 3 clusters Score -394998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -395000.875000 Penalty: 4277.450684
	Iteration 63Q: 3 clusters Score -395000.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -395001.781250 Penalty: 4277.450684
	Iteration 64Q: 3 clusters Score -395001.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -395002.218750 Penalty: 4277.450684
	Iteration 65Q: 3 clusters Score -395002.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -395002.218750 Penalty: 4277.450684
	Iteration 66F: 3 clusters Score -395002.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (41328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Entering Unmasked Estep 
Score: -3099734.250000 Penalty: 2636.065186
	Iteration 0F: 2 clusters Score -3099734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -3071845.750000 Penalty: 5272.130371
	Iteration 0F: 3 clusters Score -3071846 nChanged 18893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -3082160.750000 Penalty: 5272.130371
	Iteration 1F: 3 clusters Score -3082161 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -3082688.500000 Penalty: 5272.130371
	Iteration 2Q: 3 clusters Score -3082688 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -3083245.500000 Penalty: 5272.130371
	Iteration 3Q: 3 clusters Score -3083246 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -3083862.000000 Penalty: 5272.130371
	Iteration 4Q: 3 clusters Score -3083862 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -3084711.500000 Penalty: 5272.130371
	Iteration 5Q: 3 clusters Score -3084712 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -3085933.250000 Penalty: 5272.130371
	Iteration 6F: 3 clusters Score -3085933 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -3087699.750000 Penalty: 5272.130371
	Iteration 7F: 3 clusters Score -3087700 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -3089941.250000 Penalty: 5272.130371
	Iteration 8F: 3 clusters Score -3089941 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -3092200.000000 Penalty: 5272.130371
	Iteration 9F: 3 clusters Score -3092200 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -3094013.000000 Penalty: 5272.130371
	Iteration 10F: 3 clusters Score -3094013 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -3094973.250000 Penalty: 5272.130371
	Iteration 11Q: 3 clusters Score -3094973 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -3095452.500000 Penalty: 5272.130371
	Iteration 12Q: 3 clusters Score -3095452 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -3095711.000000 Penalty: 5272.130371
	Iteration 13Q: 3 clusters Score -3095711 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -3095883.000000 Penalty: 5272.130371
	Iteration 14Q: 3 clusters Score -3095883 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -3095992.500000 Penalty: 5272.130371
	Iteration 15Q: 3 clusters Score -3095992 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -3096131.250000 Penalty: 5272.130371
	Iteration 16Q: 3 clusters Score -3096131 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -3096227.500000 Penalty: 5272.130371
	Iteration 17Q: 3 clusters Score -3096228 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -3096306.000000 Penalty: 5272.130371
	Iteration 18Q: 3 clusters Score -3096306 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -3096384.500000 Penalty: 5272.130371
	Iteration 19Q: 3 clusters Score -3096384 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -3096463.250000 Penalty: 5272.130371
	Iteration 20F: 3 clusters Score -3096463 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -3096534.500000 Penalty: 5272.130371
	Iteration 21Q: 3 clusters Score -3096534 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -3096584.750000 Penalty: 5272.130371
	Iteration 22Q: 3 clusters Score -3096585 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -3096636.500000 Penalty: 5272.130371
	Iteration 23Q: 3 clusters Score -3096636 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -3096671.500000 Penalty: 5272.130371
	Iteration 24Q: 3 clusters Score -3096672 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -3096712.750000 Penalty: 5272.130371
	Iteration 25Q: 3 clusters Score -3096713 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -3096731.500000 Penalty: 5272.130371
	Iteration 26Q: 3 clusters Score -3096732 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -3096775.500000 Penalty: 5272.130371
	Iteration 27Q: 3 clusters Score -3096776 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -3096799.500000 Penalty: 5272.130371
	Iteration 28Q: 3 clusters Score -3096800 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3096816.750000 Penalty: 5272.130371
	Iteration 29Q: 3 clusters Score -3096817 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -3096845.500000 Penalty: 5272.130371
	Iteration 30Q: 3 clusters Score -3096846 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -3096853.250000 Penalty: 5272.130371
	Iteration 31Q: 3 clusters Score -3096853 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -3096863.750000 Penalty: 5272.130371
	Iteration 32Q: 3 clusters Score -3096864 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -3096883.750000 Penalty: 5272.130371
	Iteration 33Q: 3 clusters Score -3096884 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -3096898.250000 Penalty: 5272.130371
	Iteration 34Q: 3 clusters Score -3096898 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -3096908.250000 Penalty: 5272.130371
	Iteration 35Q: 3 clusters Score -3096908 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -3096924.250000 Penalty: 5272.130371
	Iteration 36Q: 3 clusters Score -3096924 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -3096929.500000 Penalty: 5272.130371
	Iteration 37Q: 3 clusters Score -3096930 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -3096928.250000 Penalty: 5272.130371
	Iteration 38Q: 3 clusters Score -3096928 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -3096941.250000 Penalty: 5272.130371
	Iteration 39Q: 3 clusters Score -3096941 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -3096940.250000 Penalty: 5272.130371
	Iteration 40F: 3 clusters Score -3096940 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -3096940.500000 Penalty: 5272.130371
	Iteration 41Q: 3 clusters Score -3096940 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -3096948.250000 Penalty: 5272.130371
	Iteration 42Q: 3 clusters Score -3096948 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -3096954.250000 Penalty: 5272.130371
	Iteration 43Q: 3 clusters Score -3096954 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -3096970.500000 Penalty: 5272.130371
	Iteration 44Q: 3 clusters Score -3096970 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -3096966.250000 Penalty: 5272.130371
	Iteration 45Q: 3 clusters Score -3096966 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -3096971.250000 Penalty: 5272.130371
	Iteration 46Q: 3 clusters Score -3096971 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -3096971.250000 Penalty: 5272.130371
	Iteration 47Q: 3 clusters Score -3096971 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -3096977.500000 Penalty: 5272.130371
	Iteration 48Q: 3 clusters Score -3096978 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -3096964.250000 Penalty: 5272.130371
	Iteration 49Q: 3 clusters Score -3096964 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -3096982.750000 Penalty: 5272.130371
	Iteration 50Q: 3 clusters Score -3096983 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -3096987.500000 Penalty: 5272.130371
	Iteration 51Q: 3 clusters Score -3096988 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -3096999.500000 Penalty: 5272.130371
	Iteration 52Q: 3 clusters Score -3097000 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -3096994.500000 Penalty: 5272.130371
	Iteration 53Q: 3 clusters Score -3096994 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -3097004.250000 Penalty: 5272.130371
	Iteration 54Q: 3 clusters Score -3097004 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -3097014.500000 Penalty: 5272.130371
	Iteration 55Q: 3 clusters Score -3097014 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -3097014.750000 Penalty: 5272.130371
	Iteration 56Q: 3 clusters Score -3097015 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -3097025.000000 Penalty: 5272.130371
	Iteration 57Q: 3 clusters Score -3097025 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -3097033.000000 Penalty: 5272.130371
	Iteration 58Q: 3 clusters Score -3097033 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -3097044.000000 Penalty: 5272.130371
	Iteration 59Q: 3 clusters Score -3097044 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -3097057.250000 Penalty: 5272.130371
	Iteration 60F: 3 clusters Score -3097057 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -3097069.750000 Penalty: 5272.130371
	Iteration 61Q: 3 clusters Score -3097070 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -3097078.750000 Penalty: 5272.130371
	Iteration 62Q: 3 clusters Score -3097079 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -3097076.750000 Penalty: 5272.130371
	Iteration 63Q: 3 clusters Score -3097077 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -3097100.500000 Penalty: 5272.130371
	Iteration 64Q: 3 clusters Score -3097100 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3097098.750000 Penalty: 5272.130371
	Iteration 65Q: 3 clusters Score -3097099 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -3097104.250000 Penalty: 5272.130371
	Iteration 66Q: 3 clusters Score -3097104 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -3097104.000000 Penalty: 5272.130371
	Iteration 67Q: 3 clusters Score -3097104 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -3097113.750000 Penalty: 5272.130371
	Iteration 68Q: 3 clusters Score -3097114 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -3097121.750000 Penalty: 5272.130371
	Iteration 69Q: 3 clusters Score -3097122 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -3097130.500000 Penalty: 5272.130371
	Iteration 70Q: 3 clusters Score -3097130 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -3097133.750000 Penalty: 5272.130371
	Iteration 71Q: 3 clusters Score -3097134 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -3097150.500000 Penalty: 5272.130371
	Iteration 72Q: 3 clusters Score -3097150 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -3097159.500000 Penalty: 5272.130371
	Iteration 73Q: 3 clusters Score -3097160 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -3097157.000000 Penalty: 5272.130371
	Iteration 74Q: 3 clusters Score -3097157 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -3097169.750000 Penalty: 5272.130371
	Iteration 75Q: 3 clusters Score -3097170 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -3097176.750000 Penalty: 5272.130371
	Iteration 76Q: 3 clusters Score -3097177 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -3097182.000000 Penalty: 5272.130371
	Iteration 77Q: 3 clusters Score -3097182 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -3097189.250000 Penalty: 5272.130371
	Iteration 78Q: 3 clusters Score -3097189 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -3097191.500000 Penalty: 5272.130371
	Iteration 79Q: 3 clusters Score -3097192 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -3097203.500000 Penalty: 5272.130371
	Iteration 80F: 3 clusters Score -3097204 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -3097201.750000 Penalty: 5272.130371
	Iteration 81Q: 3 clusters Score -3097202 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -3097218.250000 Penalty: 5272.130371
	Iteration 82Q: 3 clusters Score -3097218 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -3097214.250000 Penalty: 5272.130371
	Iteration 83Q: 3 clusters Score -3097214 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -3097212.000000 Penalty: 5272.130371
	Iteration 84Q: 3 clusters Score -3097212 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -3097221.250000 Penalty: 5272.130371
	Iteration 85Q: 3 clusters Score -3097221 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -3097223.250000 Penalty: 5272.130371
	Iteration 86Q: 3 clusters Score -3097223 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -3097233.750000 Penalty: 5272.130371
	Iteration 87Q: 3 clusters Score -3097234 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -3097229.000000 Penalty: 5272.130371
	Iteration 88Q: 3 clusters Score -3097229 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -3097229.000000 Penalty: 5272.130371
	Iteration 89Q: 3 clusters Score -3097229 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -3097236.500000 Penalty: 5272.130371
	Iteration 90Q: 3 clusters Score -3097236 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -3097237.000000 Penalty: 5272.130371
	Iteration 91Q: 3 clusters Score -3097237 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -3097227.750000 Penalty: 5272.130371
	Iteration 92Q: 3 clusters Score -3097228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -3097238.250000 Penalty: 5272.130371
	Iteration 93Q: 3 clusters Score -3097238 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -3097242.250000 Penalty: 5272.130371
	Iteration 94Q: 3 clusters Score -3097242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -3097241.500000 Penalty: 5272.130371
	Iteration 95Q: 3 clusters Score -3097242 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -3097247.250000 Penalty: 5272.130371
	Iteration 96Q: 3 clusters Score -3097247 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -3097267.750000 Penalty: 5272.130371
	Iteration 97Q: 3 clusters Score -3097268 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -3097263.250000 Penalty: 5272.130371
	Iteration 98Q: 3 clusters Score -3097263 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -3097266.250000 Penalty: 5272.130371
	Iteration 99Q: 3 clusters Score -3097266 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -3097267.000000 Penalty: 5272.130371
	Iteration 100F: 3 clusters Score -3097267 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -3097268.750000 Penalty: 5272.130371
	Iteration 101Q: 3 clusters Score -3097269 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -3097272.000000 Penalty: 5272.130371
	Iteration 102Q: 3 clusters Score -3097272 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -3097275.750000 Penalty: 5272.130371
	Iteration 103Q: 3 clusters Score -3097276 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -3097286.500000 Penalty: 5272.130371
	Iteration 104Q: 3 clusters Score -3097286 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -3097293.500000 Penalty: 5272.130371
	Iteration 105Q: 3 clusters Score -3097294 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -3097299.000000 Penalty: 5272.130371
	Iteration 106Q: 3 clusters Score -3097299 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -3097304.750000 Penalty: 5272.130371
	Iteration 107Q: 3 clusters Score -3097305 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -3097309.250000 Penalty: 5272.130371
	Iteration 108Q: 3 clusters Score -3097309 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -3097325.000000 Penalty: 5272.130371
	Iteration 109Q: 3 clusters Score -3097325 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -3097333.000000 Penalty: 5272.130371
	Iteration 110Q: 3 clusters Score -3097333 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -3097339.000000 Penalty: 5272.130371
	Iteration 111Q: 3 clusters Score -3097339 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -3097327.500000 Penalty: 5272.130371
	Iteration 112Q: 3 clusters Score -3097328 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -3097325.000000 Penalty: 5272.130371
	Iteration 113Q: 3 clusters Score -3097325 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -3097336.250000 Penalty: 5272.130371
	Iteration 114Q: 3 clusters Score -3097336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3097340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3097346 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3097342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3097340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3097346 nChanged 35
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Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -3097355.000000 Penalty: 5272.130371
	Iteration 120F: 3 clusters Score -3097355 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3097357 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3097354 nChanged 28
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Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3097357 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3097348 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3097348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3097354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3097356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3097367 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3097367 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3097367 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3097368 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3097363 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3097368 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3097377 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3097387 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3097392 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3097399 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3097392 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3097400 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3097401 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3097410 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3097410 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3097407 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -3097425.000000 Penalty: 5272.130371
	Iteration 144Q: 3 clusters Score -3097425 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3097428 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3097446 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3097442 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3097450 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3097456 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3097456 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3097464 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3097466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -3097462.250000 Penalty: 5272.130371
	Iteration 153Q: 3 clusters Score -3097462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -3097470.000000 Penalty: 5272.130371
	Iteration 154Q: 3 clusters Score -3097470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -3097483.500000 Penalty: 5272.130371
	Iteration 155Q: 3 clusters Score -3097484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3097484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3097488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3097489 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3097481.750000 Penalty: 5272.130371
	Iteration 159Q: 3 clusters Score -3097482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -3097486.500000 Penalty: 5272.130371
	Iteration 160F: 3 clusters Score -3097486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -3097490.000000 Penalty: 5272.130371
	Iteration 161Q: 3 clusters Score -3097490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3097485 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3097484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3097487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -3097491.000000 Penalty: 5272.130371
	Iteration 165Q: 3 clusters Score -3097491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -3097500.000000 Penalty: 5272.130371
	Iteration 166Q: 3 clusters Score -3097500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -3097497.750000 Penalty: 5272.130371
	Iteration 167Q: 3 clusters Score -3097498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -3097494.500000 Penalty: 5272.130371
	Iteration 168Q: 3 clusters Score -3097494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -3097491.250000 Penalty: 5272.130371
	Iteration 169Q: 3 clusters Score -3097491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -3097485.500000 Penalty: 5272.130371
	Iteration 170Q: 3 clusters Score -3097486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -3097491.750000 Penalty: 5272.130371
	Iteration 171Q: 3 clusters Score -3097492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -3097492.500000 Penalty: 5272.130371
	Iteration 172Q: 3 clusters Score -3097492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3097488.750000 Penalty: 5272.130371
	Iteration 173Q: 3 clusters Score -3097489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -3097487.500000 Penalty: 5272.130371
	Iteration 174Q: 3 clusters Score -3097488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3097491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3097488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3097483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -3097490.250000 Penalty: 5272.130371
	Iteration 178Q: 3 clusters Score -3097490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -3097492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -3097489.250000 Penalty: 5272.130371
	Iteration 180F: 3 clusters Score -3097489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3097493.250000 Penalty: 5272.130371
	Iteration 181Q: 3 clusters Score -3097493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -3097485.000000 Penalty: 5272.130371
	Iteration 182Q: 3 clusters Score -3097485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -3097491.750000 Penalty: 5272.130371
	Iteration 183Q: 3 clusters Score -3097492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -3097486.000000 Penalty: 5272.130371
	Iteration 184Q: 3 clusters Score -3097486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -3097488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -3097487.000000 Penalty: 5272.130371
	Iteration 186Q: 3 clusters Score -3097487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -3097483.250000 Penalty: 5272.130371
	Iteration 187Q: 3 clusters Score -3097483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -3097482.500000 Penalty: 5272.130371
	Iteration 188Q: 3 clusters Score -3097482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -3097482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -3097486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -3097486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -3097494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -3097490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -3097489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -3097494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -3097486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -3097485.500000 Penalty: 5272.130371
	Iteration 197Q: 3 clusters Score -3097486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -3097486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -3097486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -3097487.250000 Penalty: 5272.130371
	Iteration 200F: 3 clusters Score -3097487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -3097484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -3097486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
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	Iteration 203F: 3 clusters Score -3097486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4740 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -347430.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -343100.6 nChanged 1790
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -344133.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -344327.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -344462.062500 Penalty: 4198.041016
	Iteration 3F: 3 clusters Score -344462.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -344555.593750 Penalty: 4198.041016
	Iteration 4Q: 3 clusters Score -344555.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -344638.500000 Penalty: 4198.041016
	Iteration 5Q: 3 clusters Score -344638.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -344727.031250 Penalty: 4198.041016
	Iteration 6Q: 3 clusters Score -344727 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -344813.781250 Penalty: 4198.041016
	Iteration 7Q: 3 clusters Score -344813.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -344901.031250 Penalty: 4198.041016
	Iteration 8Q: 3 clusters Score -344901 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -345006.375000 Penalty: 4198.041016
	Iteration 9Q: 3 clusters Score -345006.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -345098.875000 Penalty: 4198.041016
	Iteration 10Q: 3 clusters Score -345098.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -345162.000000 Penalty: 4198.041016
	Iteration 11Q: 3 clusters Score -345162 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -345215.750000 Penalty: 4198.041016
	Iteration 12Q: 3 clusters Score -345215.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -345258.343750 Penalty: 4198.041016
	Iteration 13Q: 3 clusters Score -345258.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -345299.812500 Penalty: 4198.041016
	Iteration 14Q: 3 clusters Score -345299.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -345339.718750 Penalty: 4198.041016
	Iteration 15Q: 3 clusters Score -345339.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -345368.781250 Penalty: 4198.041016
	Iteration 16Q: 3 clusters Score -345368.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -345392.062500 Penalty: 4198.041016
	Iteration 17Q: 3 clusters Score -345392.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -345416.031250 Penalty: 4198.041016
	Iteration 18Q: 3 clusters Score -345416 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -345437.250000 Penalty: 4198.041016
	Iteration 19Q: 3 clusters Score -345437.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -345461.125000 Penalty: 4198.041016
	Iteration 20F: 3 clusters Score -345461.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -345494.406250 Penalty: 4198.041016
	Iteration 21Q: 3 clusters Score -345494.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -345524.656250 Penalty: 4198.041016
	Iteration 22Q: 3 clusters Score -345524.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -345554.187500 Penalty: 4198.041016
	Iteration 23Q: 3 clusters Score -345554.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -345585.625000 Penalty: 4198.041016
	Iteration 24Q: 3 clusters Score -345585.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -345612.843750 Penalty: 4198.041016
	Iteration 25Q: 3 clusters Score -345612.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -345639.062500 Penalty: 4198.041016
	Iteration 26Q: 3 clusters Score -345639.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -345662.750000 Penalty: 4198.041016
	Iteration 27Q: 3 clusters Score -345662.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -345682.906250 Penalty: 4198.041016
	Iteration 28Q: 3 clusters Score -345682.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -345704.125000 Penalty: 4198.041016
	Iteration 29Q: 3 clusters Score -345704.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -345719.156250 Penalty: 4198.041016
	Iteration 30Q: 3 clusters Score -345719.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -345730.375000 Penalty: 4198.041016
	Iteration 31Q: 3 clusters Score -345730.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -345744.062500 Penalty: 4198.041016
	Iteration 32Q: 3 clusters Score -345744.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -345753.031250 Penalty: 4198.041016
	Iteration 33Q: 3 clusters Score -345753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -345759.031250 Penalty: 4198.041016
	Iteration 34Q: 3 clusters Score -345759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -345763.281250 Penalty: 4198.041016
	Iteration 35Q: 3 clusters Score -345763.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -345766.218750 Penalty: 4198.041016
	Iteration 36Q: 3 clusters Score -345766.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -345768.593750 Penalty: 4198.041016
	Iteration 37Q: 3 clusters Score -345768.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -345769.343750 Penalty: 4198.041016
	Iteration 38Q: 3 clusters Score -345769.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -345769.343750 Penalty: 4198.041016
	Iteration 39F: 3 clusters Score -345769.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Entering Unmasked Estep 
Score: -179662.640625 Penalty: 2016.400635
	Iteration 0F: 2 clusters Score -179662.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -176269.781250 Penalty: 4032.801270
	Iteration 0F: 3 clusters Score -176269.8 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -177542.953125 Penalty: 4032.801270
	Iteration 1F: 3 clusters Score -177543 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -178257.531250 Penalty: 4032.801270
	Iteration 2F: 3 clusters Score -178257.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -178791.781250 Penalty: 4032.801270
	Iteration 3F: 3 clusters Score -178791.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -179161.531250 Penalty: 4032.801270
	Iteration 4F: 3 clusters Score -179161.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -179400.765625 Penalty: 4032.801270
	Iteration 5Q: 3 clusters Score -179400.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -179514.312500 Penalty: 4032.801270
	Iteration 6Q: 3 clusters Score -179514.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -179590.921875 Penalty: 4032.801270
	Iteration 7Q: 3 clusters Score -179590.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -179647.875000 Penalty: 4032.801270
	Iteration 8Q: 3 clusters Score -179647.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -179668.140625 Penalty: 4032.801270
	Iteration 9Q: 3 clusters Score -179668.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -179684.156250 Penalty: 4032.801270
	Iteration 10Q: 3 clusters Score -179684.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -179699.375000 Penalty: 4032.801270
	Iteration 11Q: 3 clusters Score -179699.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -179704.234375 Penalty: 4032.801270
	Iteration 12Q: 3 clusters Score -179704.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -179708.000000 Penalty: 4032.801270
	Iteration 13Q: 3 clusters Score -179708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -179711.156250 Penalty: 4032.801270
	Iteration 14Q: 3 clusters Score -179711.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -179713.765625 Penalty: 4032.801270
	Iteration 15Q: 3 clusters Score -179713.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -179715.093750 Penalty: 4032.801270
	Iteration 16Q: 3 clusters Score -179715.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -179716.843750 Penalty: 4032.801270
	Iteration 17Q: 3 clusters Score -179716.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -179716.843750 Penalty: 4032.801270
	Iteration 18F: 3 clusters Score -179716.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252216 members 
Mstep: Class 2 contains 35409 members 
Mstep: Class 3 contains 101431 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14101 members 
Mstep: Class 6 contains 19121 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 30916 members 
Mstep: Class 9 contains 27554 members 
Mstep: Class 10 contains 132056 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91454 members 
Mstep: Class 13 contains 206407 members 
Mstep: Class 14 contains 2053 members 
Mstep: Class 15 contains 12973 members 
Mstep: Class 16 contains 57261 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13561 members 
Mstep: Class 19 contains 3060 members 
Mstep: Class 20 contains 8643 members 
Mstep: Class 21 contains 3661 members 
Mstep: Class 22 contains 4604 members 
Mstep: Class 23 contains 232531 members 
Mstep: Class 24 contains 5563 members 
Mstep: Class 25 contains 41328 members 
Mstep: Class 26 contains 4740 members 
Mstep: Class 27 contains 1281 members 
Mstep: Class 28 contains 13820 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7902 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11466 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3776 members 
Mstep: Class 38 contains 17181 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5043 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10422 members 
Mstep: Class 43 contains 3040 members 
Mstep: Class 44 contains 2116 members 
Entering Unmasked Estep 
Score: -102301736.000000 Penalty: 154550.578125
Splitting cluster 27 changes total score from -102303224.000000 to -102301736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (13820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Entering Unmasked Estep 
Score: -1037857.437500 Penalty: 2364.400146
	Iteration 0F: 2 clusters Score -1037857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1027775.312500 Penalty: 4728.800293
	Iteration 0F: 3 clusters Score -1027775 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1031009.875000 Penalty: 4728.800293
	Iteration 1F: 3 clusters Score -1031010 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1031420.562500 Penalty: 4728.800293
	Iteration 2F: 3 clusters Score -1031421 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1031753.000000 Penalty: 4728.800293
	Iteration 3F: 3 clusters Score -1031753 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1032076.125000 Penalty: 4728.800293
	Iteration 4Q: 3 clusters Score -1032076 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1032433.187500 Penalty: 4728.800293
	Iteration 5Q: 3 clusters Score -1032433 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1032854.187500 Penalty: 4728.800293
	Iteration 6Q: 3 clusters Score -1032854 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1033312.750000 Penalty: 4728.800293
	Iteration 7F: 3 clusters Score -1033313 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1033815.312500 Penalty: 4728.800293
	Iteration 8Q: 3 clusters Score -1033815 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1034368.375000 Penalty: 4728.800293
	Iteration 9Q: 3 clusters Score -1034368 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1035028.375000 Penalty: 4728.800293
	Iteration 10Q: 3 clusters Score -1035028 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1035613.625000 Penalty: 4728.800293
	Iteration 11Q: 3 clusters Score -1035614 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1036014.250000 Penalty: 4728.800293
	Iteration 12Q: 3 clusters Score -1036014 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1036221.000000 Penalty: 4728.800293
	Iteration 13Q: 3 clusters Score -1036221 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1036310.312500 Penalty: 4728.800293
	Iteration 14Q: 3 clusters Score -1036310 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1036344.500000 Penalty: 4728.800293
	Iteration 15Q: 3 clusters Score -1036344 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1036365.187500 Penalty: 4728.800293
	Iteration 16Q: 3 clusters Score -1036365 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1036374.500000 Penalty: 4728.800293
	Iteration 17Q: 3 clusters Score -1036374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1036378.500000 Penalty: 4728.800293
	Iteration 18Q: 3 clusters Score -1036378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1036382.250000 Penalty: 4728.800293
	Iteration 19Q: 3 clusters Score -1036382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1036383.500000 Penalty: 4728.800293
	Iteration 20F: 3 clusters Score -1036384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1036386.875000 Penalty: 4728.800293
	Iteration 21Q: 3 clusters Score -1036387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1036386.250000 Penalty: 4728.800293
	Iteration 22Q: 3 clusters Score -1036386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1036387.125000 Penalty: 4728.800293
	Iteration 23Q: 3 clusters Score -1036387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1036387.375000 Penalty: 4728.800293
	Iteration 24Q: 3 clusters Score -1036387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1036388.750000 Penalty: 4728.800293
	Iteration 25Q: 3 clusters Score -1036389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1036388.750000 Penalty: 4728.800293
	Iteration 26F: 3 clusters Score -1036389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Entering Unmasked Estep 
Score: -176651.000000 Penalty: 1938.171387
	Iteration 0F: 2 clusters Score -176651 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 1270 members 
Entering Unmasked Estep 
Score: -173698.343750 Penalty: 3876.342773
	Iteration 0F: 3 clusters Score -173698.3 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -174295.312500 Penalty: 3876.342773
	Iteration 1F: 3 clusters Score -174295.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -174477.921875 Penalty: 3876.342773
	Iteration 2F: 3 clusters Score -174477.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -174611.703125 Penalty: 3876.342773
	Iteration 3F: 3 clusters Score -174611.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -174721.437500 Penalty: 3876.342773
	Iteration 4Q: 3 clusters Score -174721.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -174837.750000 Penalty: 3876.342773
	Iteration 5Q: 3 clusters Score -174837.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -174949.875000 Penalty: 3876.342773
	Iteration 6Q: 3 clusters Score -174949.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -175048.343750 Penalty: 3876.342773
	Iteration 7Q: 3 clusters Score -175048.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -175119.062500 Penalty: 3876.342773
	Iteration 8Q: 3 clusters Score -175119.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -175165.250000 Penalty: 3876.342773
	Iteration 9Q: 3 clusters Score -175165.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -175192.328125 Penalty: 3876.342773
	Iteration 10Q: 3 clusters Score -175192.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -175213.859375 Penalty: 3876.342773
	Iteration 11Q: 3 clusters Score -175213.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -175225.531250 Penalty: 3876.342773
	Iteration 12Q: 3 clusters Score -175225.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -175235.968750 Penalty: 3876.342773
	Iteration 13Q: 3 clusters Score -175236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -175242.484375 Penalty: 3876.342773
	Iteration 14Q: 3 clusters Score -175242.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -175250.437500 Penalty: 3876.342773
	Iteration 15Q: 3 clusters Score -175250.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -175257.812500 Penalty: 3876.342773
	Iteration 16Q: 3 clusters Score -175257.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -175262.796875 Penalty: 3876.342773
	Iteration 17Q: 3 clusters Score -175262.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -175265.578125 Penalty: 3876.342773
	Iteration 18Q: 3 clusters Score -175265.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -175267.234375 Penalty: 3876.342773
	Iteration 19Q: 3 clusters Score -175267.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -175269.031250 Penalty: 3876.342773
	Iteration 20F: 3 clusters Score -175269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -175270.500000 Penalty: 3876.342773
	Iteration 21Q: 3 clusters Score -175270.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -175272.546875 Penalty: 3876.342773
	Iteration 22Q: 3 clusters Score -175272.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -175274.953125 Penalty: 3876.342773
	Iteration 23Q: 3 clusters Score -175275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -175276.062500 Penalty: 3876.342773
	Iteration 24Q: 3 clusters Score -175276.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -175277.140625 Penalty: 3876.342773
	Iteration 25Q: 3 clusters Score -175277.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -175277.468750 Penalty: 3876.342773
	Iteration 26Q: 3 clusters Score -175277.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -175279.890625 Penalty: 3876.342773
	Iteration 27Q: 3 clusters Score -175279.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -175283.484375 Penalty: 3876.342773
	Iteration 28Q: 3 clusters Score -175283.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -175287.531250 Penalty: 3876.342773
	Iteration 29Q: 3 clusters Score -175287.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -175290.984375 Penalty: 3876.342773
	Iteration 30Q: 3 clusters Score -175291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -175292.390625 Penalty: 3876.342773
	Iteration 31Q: 3 clusters Score -175292.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -175293.390625 Penalty: 3876.342773
	Iteration 32Q: 3 clusters Score -175293.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -175293.593750 Penalty: 3876.342773
	Iteration 33Q: 3 clusters Score -175293.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -175293.593750 Penalty: 3876.342773
	Iteration 34F: 3 clusters Score -175293.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -108290.328125 Penalty: 1808.837036
	Iteration 0F: 2 clusters Score -108290.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -106047.382812 Penalty: 3617.674072
	Iteration 0F: 3 clusters Score -106047.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -106447.070312 Penalty: 3617.674072
	Iteration 1F: 3 clusters Score -106447.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -106547.421875 Penalty: 3617.674072
	Iteration 2F: 3 clusters Score -106547.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -106585.804688 Penalty: 3617.674072
	Iteration 3Q: 3 clusters Score -106585.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -106607.500000 Penalty: 3617.674072
	Iteration 4Q: 3 clusters Score -106607.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -106623.484375 Penalty: 3617.674072
	Iteration 5Q: 3 clusters Score -106623.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -106638.687500 Penalty: 3617.674072
	Iteration 6Q: 3 clusters Score -106638.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -106648.335938 Penalty: 3617.674072
	Iteration 7Q: 3 clusters Score -106648.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -106654.187500 Penalty: 3617.674072
	Iteration 8Q: 3 clusters Score -106654.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -106656.250000 Penalty: 3617.674072
	Iteration 9Q: 3 clusters Score -106656.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -106656.539062 Penalty: 3617.674072
	Iteration 10Q: 3 clusters Score -106656.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -106657.304688 Penalty: 3617.674072
	Iteration 11Q: 3 clusters Score -106657.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -106657.687500 Penalty: 3617.674072
	Iteration 12Q: 3 clusters Score -106657.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -106658.617188 Penalty: 3617.674072
	Iteration 13Q: 3 clusters Score -106658.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -106658.617188 Penalty: 3617.674072
	Iteration 14F: 3 clusters Score -106658.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Entering Unmasked Estep 
Score: -546231.125000 Penalty: 2225.768066
	Iteration 0F: 2 clusters Score -546231.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -539910.375000 Penalty: 4451.536133
	Iteration 0F: 3 clusters Score -539910.4 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -541703.500000 Penalty: 4451.536133
	Iteration 1F: 3 clusters Score -541703.5 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -542039.312500 Penalty: 4451.536133
	Iteration 2F: 3 clusters Score -542039.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -542322.125000 Penalty: 4451.536133
	Iteration 3F: 3 clusters Score -542322.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -542583.375000 Penalty: 4451.536133
	Iteration 4F: 3 clusters Score -542583.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -542874.437500 Penalty: 4451.536133
	Iteration 5Q: 3 clusters Score -542874.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -543206.125000 Penalty: 4451.536133
	Iteration 6F: 3 clusters Score -543206.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -543554.937500 Penalty: 4451.536133
	Iteration 7Q: 3 clusters Score -543554.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -543923.625000 Penalty: 4451.536133
	Iteration 8F: 3 clusters Score -543923.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -544223.187500 Penalty: 4451.536133
	Iteration 9Q: 3 clusters Score -544223.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -544471.750000 Penalty: 4451.536133
	Iteration 10Q: 3 clusters Score -544471.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -544667.187500 Penalty: 4451.536133
	Iteration 11Q: 3 clusters Score -544667.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -544817.562500 Penalty: 4451.536133
	Iteration 12Q: 3 clusters Score -544817.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -544921.312500 Penalty: 4451.536133
	Iteration 13Q: 3 clusters Score -544921.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -545010.812500 Penalty: 4451.536133
	Iteration 14Q: 3 clusters Score -545010.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -545089.687500 Penalty: 4451.536133
	Iteration 15Q: 3 clusters Score -545089.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -545145.875000 Penalty: 4451.536133
	Iteration 16Q: 3 clusters Score -545145.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -545184.062500 Penalty: 4451.536133
	Iteration 17Q: 3 clusters Score -545184.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -545211.937500 Penalty: 4451.536133
	Iteration 18Q: 3 clusters Score -545211.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -545233.312500 Penalty: 4451.536133
	Iteration 19Q: 3 clusters Score -545233.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -545246.875000 Penalty: 4451.536133
	Iteration 20F: 3 clusters Score -545246.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -545257.687500 Penalty: 4451.536133
	Iteration 21Q: 3 clusters Score -545257.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -545267.500000 Penalty: 4451.536133
	Iteration 22Q: 3 clusters Score -545267.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -545274.875000 Penalty: 4451.536133
	Iteration 23Q: 3 clusters Score -545274.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -545277.125000 Penalty: 4451.536133
	Iteration 24Q: 3 clusters Score -545277.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -545279.375000 Penalty: 4451.536133
	Iteration 25Q: 3 clusters Score -545279.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -545280.312500 Penalty: 4451.536133
	Iteration 26Q: 3 clusters Score -545280.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -545281.687500 Penalty: 4451.536133
	Iteration 27Q: 3 clusters Score -545281.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -545281.875000 Penalty: 4451.536133
	Iteration 28Q: 3 clusters Score -545281.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -545281.187500 Penalty: 4451.536133
	Iteration 29Q: 3 clusters Score -545281.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -545282.625000 Penalty: 4451.536133
	Iteration 30Q: 3 clusters Score -545282.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -545281.625000 Penalty: 4451.536133
	Iteration 31Q: 3 clusters Score -545281.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -545282.812500 Penalty: 4451.536133
	Iteration 32Q: 3 clusters Score -545282.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -545282.750000 Penalty: 4451.536133
	Iteration 33Q: 3 clusters Score -545282.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -545282.750000 Penalty: 4451.536133
	Iteration 34F: 3 clusters Score -545282.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Entering Unmasked Estep 
Score: -172358.531250 Penalty: 1950.185547
	Iteration 0F: 2 clusters Score -172358.5 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 1263 members 
Entering Unmasked Estep 
Score: -169318.031250 Penalty: 3900.371094
	Iteration 0F: 3 clusters Score -169318 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -169949.453125 Penalty: 3900.371094
	Iteration 1F: 3 clusters Score -169949.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -170140.875000 Penalty: 3900.371094
	Iteration 2F: 3 clusters Score -170140.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -170267.125000 Penalty: 3900.371094
	Iteration 3F: 3 clusters Score -170267.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -170352.625000 Penalty: 3900.371094
	Iteration 4Q: 3 clusters Score -170352.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -170443.250000 Penalty: 3900.371094
	Iteration 5Q: 3 clusters Score -170443.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -170525.515625 Penalty: 3900.371094
	Iteration 6Q: 3 clusters Score -170525.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -170593.734375 Penalty: 3900.371094
	Iteration 7Q: 3 clusters Score -170593.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -170657.875000 Penalty: 3900.371094
	Iteration 8Q: 3 clusters Score -170657.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -170727.265625 Penalty: 3900.371094
	Iteration 9Q: 3 clusters Score -170727.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -170776.140625 Penalty: 3900.371094
	Iteration 10Q: 3 clusters Score -170776.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -170811.781250 Penalty: 3900.371094
	Iteration 11Q: 3 clusters Score -170811.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -170844.000000 Penalty: 3900.371094
	Iteration 12Q: 3 clusters Score -170844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -170873.656250 Penalty: 3900.371094
	Iteration 13Q: 3 clusters Score -170873.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -170909.312500 Penalty: 3900.371094
	Iteration 14Q: 3 clusters Score -170909.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -170944.406250 Penalty: 3900.371094
	Iteration 15Q: 3 clusters Score -170944.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -170968.921875 Penalty: 3900.371094
	Iteration 16Q: 3 clusters Score -170968.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -170996.218750 Penalty: 3900.371094
	Iteration 17Q: 3 clusters Score -170996.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -171020.031250 Penalty: 3900.371094
	Iteration 18Q: 3 clusters Score -171020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -171034.093750 Penalty: 3900.371094
	Iteration 19Q: 3 clusters Score -171034.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -171038.906250 Penalty: 3900.371094
	Iteration 20F: 3 clusters Score -171038.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -171042.578125 Penalty: 3900.371094
	Iteration 21Q: 3 clusters Score -171042.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -171044.546875 Penalty: 3900.371094
	Iteration 22Q: 3 clusters Score -171044.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -171044.906250 Penalty: 3900.371094
	Iteration 23Q: 3 clusters Score -171044.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -171044.906250 Penalty: 3900.371094
	Iteration 24F: 3 clusters Score -171044.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Entering Unmasked Estep 
Score: -140479.109375 Penalty: 1883.156860
	Iteration 0F: 2 clusters Score -140479.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -137931.062500 Penalty: 3766.313721
	Iteration 0F: 3 clusters Score -137931.1 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -138602.046875 Penalty: 3766.313721
	Iteration 1F: 3 clusters Score -138602 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -139044.906250 Penalty: 3766.313721
	Iteration 2F: 3 clusters Score -139044.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -139331.968750 Penalty: 3766.313721
	Iteration 3F: 3 clusters Score -139332 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -139503.750000 Penalty: 3766.313721
	Iteration 4F: 3 clusters Score -139503.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -139645.953125 Penalty: 3766.313721
	Iteration 5F: 3 clusters Score -139646 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -139765.812500 Penalty: 3766.313721
	Iteration 6Q: 3 clusters Score -139765.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -139883.187500 Penalty: 3766.313721
	Iteration 7Q: 3 clusters Score -139883.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -139985.781250 Penalty: 3766.313721
	Iteration 8Q: 3 clusters Score -139985.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -140056.453125 Penalty: 3766.313721
	Iteration 9Q: 3 clusters Score -140056.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -140095.859375 Penalty: 3766.313721
	Iteration 10Q: 3 clusters Score -140095.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -140123.578125 Penalty: 3766.313721
	Iteration 11Q: 3 clusters Score -140123.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -140149.578125 Penalty: 3766.313721
	Iteration 12Q: 3 clusters Score -140149.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -140162.859375 Penalty: 3766.313721
	Iteration 13Q: 3 clusters Score -140162.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -140168.906250 Penalty: 3766.313721
	Iteration 14Q: 3 clusters Score -140168.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -140175.187500 Penalty: 3766.313721
	Iteration 15Q: 3 clusters Score -140175.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -140179.843750 Penalty: 3766.313721
	Iteration 16Q: 3 clusters Score -140179.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -140190.750000 Penalty: 3766.313721
	Iteration 17Q: 3 clusters Score -140190.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -140213.234375 Penalty: 3766.313721
	Iteration 18Q: 3 clusters Score -140213.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -140245.515625 Penalty: 3766.313721
	Iteration 19Q: 3 clusters Score -140245.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -140261.906250 Penalty: 3766.313721
	Iteration 20F: 3 clusters Score -140261.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -140275.468750 Penalty: 3766.313721
	Iteration 21Q: 3 clusters Score -140275.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -140285.359375 Penalty: 3766.313721
	Iteration 22Q: 3 clusters Score -140285.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -140296.578125 Penalty: 3766.313721
	Iteration 23Q: 3 clusters Score -140296.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -140302.984375 Penalty: 3766.313721
	Iteration 24Q: 3 clusters Score -140303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -140307.078125 Penalty: 3766.313721
	Iteration 25Q: 3 clusters Score -140307.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -140311.078125 Penalty: 3766.313721
	Iteration 26Q: 3 clusters Score -140311.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -140313.250000 Penalty: 3766.313721
	Iteration 27Q: 3 clusters Score -140313.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -140316.125000 Penalty: 3766.313721
	Iteration 28Q: 3 clusters Score -140316.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -140316.125000 Penalty: 3766.313721
	Iteration 29F: 3 clusters Score -140316.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Entering Unmasked Estep 
Score: -850961.000000 Penalty: 2318.091064
	Iteration 0F: 2 clusters Score -850961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -842340.125000 Penalty: 4636.182129
	Iteration 0F: 3 clusters Score -842340.1 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -844886.312500 Penalty: 4636.182129
	Iteration 1F: 3 clusters Score -844886.3 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -845198.187500 Penalty: 4636.182129
	Iteration 2F: 3 clusters Score -845198.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -845403.687500 Penalty: 4636.182129
	Iteration 3Q: 3 clusters Score -845403.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -845572.937500 Penalty: 4636.182129
	Iteration 4Q: 3 clusters Score -845572.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -845733.312500 Penalty: 4636.182129
	Iteration 5Q: 3 clusters Score -845733.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -845882.625000 Penalty: 4636.182129
	Iteration 6Q: 3 clusters Score -845882.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -846069.187500 Penalty: 4636.182129
	Iteration 7Q: 3 clusters Score -846069.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -846302.250000 Penalty: 4636.182129
	Iteration 8Q: 3 clusters Score -846302.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -846629.750000 Penalty: 4636.182129
	Iteration 9Q: 3 clusters Score -846629.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -847002.875000 Penalty: 4636.182129
	Iteration 10Q: 3 clusters Score -847002.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -847392.875000 Penalty: 4636.182129
	Iteration 11Q: 3 clusters Score -847392.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -847753.312500 Penalty: 4636.182129
	Iteration 12Q: 3 clusters Score -847753.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -848076.687500 Penalty: 4636.182129
	Iteration 13Q: 3 clusters Score -848076.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -848354.500000 Penalty: 4636.182129
	Iteration 14Q: 3 clusters Score -848354.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -848554.875000 Penalty: 4636.182129
	Iteration 15Q: 3 clusters Score -848554.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -848663.687500 Penalty: 4636.182129
	Iteration 16Q: 3 clusters Score -848663.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -848747.875000 Penalty: 4636.182129
	Iteration 17Q: 3 clusters Score -848747.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -848813.937500 Penalty: 4636.182129
	Iteration 18Q: 3 clusters Score -848813.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -848859.625000 Penalty: 4636.182129
	Iteration 19Q: 3 clusters Score -848859.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -848891.312500 Penalty: 4636.182129
	Iteration 20F: 3 clusters Score -848891.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -848920.562500 Penalty: 4636.182129
	Iteration 21Q: 3 clusters Score -848920.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -848947.562500 Penalty: 4636.182129
	Iteration 22Q: 3 clusters Score -848947.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -848969.062500 Penalty: 4636.182129
	Iteration 23Q: 3 clusters Score -848969.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -848983.625000 Penalty: 4636.182129
	Iteration 24Q: 3 clusters Score -848983.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -849005.312500 Penalty: 4636.182129
	Iteration 25Q: 3 clusters Score -849005.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -849024.312500 Penalty: 4636.182129
	Iteration 26Q: 3 clusters Score -849024.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -849035.625000 Penalty: 4636.182129
	Iteration 27Q: 3 clusters Score -849035.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -849044.812500 Penalty: 4636.182129
	Iteration 28Q: 3 clusters Score -849044.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -849051.187500 Penalty: 4636.182129
	Iteration 29Q: 3 clusters Score -849051.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -849055.937500 Penalty: 4636.182129
	Iteration 30Q: 3 clusters Score -849055.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -849066.687500 Penalty: 4636.182129
	Iteration 31Q: 3 clusters Score -849066.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -849067.500000 Penalty: 4636.182129
	Iteration 32Q: 3 clusters Score -849067.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -849071.500000 Penalty: 4636.182129
	Iteration 33Q: 3 clusters Score -849071.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -849073.875000 Penalty: 4636.182129
	Iteration 34Q: 3 clusters Score -849073.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -849080.687500 Penalty: 4636.182129
	Iteration 35Q: 3 clusters Score -849080.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -849083.250000 Penalty: 4636.182129
	Iteration 36Q: 3 clusters Score -849083.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -849088.000000 Penalty: 4636.182129
	Iteration 37Q: 3 clusters Score -849088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -849092.437500 Penalty: 4636.182129
	Iteration 38Q: 3 clusters Score -849092.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -849093.437500 Penalty: 4636.182129
	Iteration 39Q: 3 clusters Score -849093.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -849094.875000 Penalty: 4636.182129
	Iteration 40F: 3 clusters Score -849094.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -849096.187500 Penalty: 4636.182129
	Iteration 41Q: 3 clusters Score -849096.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -849096.187500 Penalty: 4636.182129
	Iteration 42F: 3 clusters Score -849096.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Entering Unmasked Estep 
Score: -176095.671875 Penalty: 1943.419678
	Iteration 0F: 2 clusters Score -176095.7 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 1277 members 
Entering Unmasked Estep 
Score: -173157.875000 Penalty: 3886.839355
	Iteration 0F: 3 clusters Score -173157.9 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -173775.890625 Penalty: 3886.839355
	Iteration 1F: 3 clusters Score -173775.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -174041.562500 Penalty: 3886.839355
	Iteration 2F: 3 clusters Score -174041.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -174351.468750 Penalty: 3886.839355
	Iteration 3F: 3 clusters Score -174351.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -174799.718750 Penalty: 3886.839355
	Iteration 4F: 3 clusters Score -174799.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -175566.765625 Penalty: 3886.839355
	Iteration 5F: 3 clusters Score -175566.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -176596.109375 Penalty: 3886.839355
	Iteration 6F: 3 clusters Score -176596.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -177102.078125 Penalty: 3886.839355
	Iteration 7F: 3 clusters Score -177102.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -177375.265625 Penalty: 3886.839355
	Iteration 8Q: 3 clusters Score -177375.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -177519.875000 Penalty: 3886.839355
	Iteration 9Q: 3 clusters Score -177519.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -177564.031250 Penalty: 3886.839355
	Iteration 10Q: 3 clusters Score -177564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -177567.625000 Penalty: 3886.839355
	Iteration 11Q: 3 clusters Score -177567.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -177567.984375 Penalty: 3886.839355
	Iteration 12Q: 3 clusters Score -177568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -177567.984375 Penalty: 3886.839355
	Iteration 13F: 3 clusters Score -177568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252216 members 
Mstep: Class 2 contains 35409 members 
Mstep: Class 3 contains 101431 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14101 members 
Mstep: Class 6 contains 19121 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 30916 members 
Mstep: Class 9 contains 27554 members 
Mstep: Class 10 contains 132056 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91454 members 
Mstep: Class 13 contains 206407 members 
Mstep: Class 14 contains 2053 members 
Mstep: Class 15 contains 12973 members 
Mstep: Class 16 contains 57261 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13561 members 
Mstep: Class 19 contains 3060 members 
Mstep: Class 20 contains 8643 members 
Mstep: Class 21 contains 3661 members 
Mstep: Class 22 contains 4604 members 
Mstep: Class 23 contains 232531 members 
Mstep: Class 24 contains 5563 members 
Mstep: Class 25 contains 41328 members 
Mstep: Class 26 contains 4740 members 
Mstep: Class 27 contains 3397 members 
Mstep: Class 28 contains 13820 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7902 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11466 members 
Mstep: Class 35 contains 1043 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3776 members 
Mstep: Class 38 contains 17181 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5043 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10422 members 
Mstep: Class 43 contains 3040 members 
Mstep: Class 44 contains 1488 members 
Entering Unmasked Estep 
Score: -102303120.000000 Penalty: 154550.578125
Splitting cluster 35 changes total score from -102303224.000000 to -102303120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Entering Unmasked Estep 
Score: -67995.195312 Penalty: 1707.352661
	Iteration 0F: 2 clusters Score -67995.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -66064.421875 Penalty: 3414.705322
	Iteration 0F: 3 clusters Score -66064.42 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -66346.898438 Penalty: 3414.705322
	Iteration 1F: 3 clusters Score -66346.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -66440.695312 Penalty: 3414.705322
	Iteration 2F: 3 clusters Score -66440.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -66483.007812 Penalty: 3414.705322
	Iteration 3Q: 3 clusters Score -66483.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -66497.484375 Penalty: 3414.705322
	Iteration 4Q: 3 clusters Score -66497.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -66509.820312 Penalty: 3414.705322
	Iteration 5Q: 3 clusters Score -66509.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -66518.593750 Penalty: 3414.705322
	Iteration 6Q: 3 clusters Score -66518.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -66526.101562 Penalty: 3414.705322
	Iteration 7Q: 3 clusters Score -66526.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -66531.789062 Penalty: 3414.705322
	Iteration 8Q: 3 clusters Score -66531.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -66542.296875 Penalty: 3414.705322
	Iteration 9Q: 3 clusters Score -66542.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -66556.664062 Penalty: 3414.705322
	Iteration 10Q: 3 clusters Score -66556.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -66570.765625 Penalty: 3414.705322
	Iteration 11Q: 3 clusters Score -66570.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -66574.460938 Penalty: 3414.705322
	Iteration 12Q: 3 clusters Score -66574.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -66579.531250 Penalty: 3414.705322
	Iteration 13Q: 3 clusters Score -66579.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -66590.703125 Penalty: 3414.705322
	Iteration 14Q: 3 clusters Score -66590.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -66596.796875 Penalty: 3414.705322
	Iteration 15Q: 3 clusters Score -66596.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -66608.984375 Penalty: 3414.705322
	Iteration 16Q: 3 clusters Score -66608.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -66617.000000 Penalty: 3414.705322
	Iteration 17Q: 3 clusters Score -66617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -66632.218750 Penalty: 3414.705322
	Iteration 18Q: 3 clusters Score -66632.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -66642.296875 Penalty: 3414.705322
	Iteration 19Q: 3 clusters Score -66642.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -66655.234375 Penalty: 3414.705322
	Iteration 20F: 3 clusters Score -66655.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -66679.960938 Penalty: 3414.705322
	Iteration 21Q: 3 clusters Score -66679.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -66701.445312 Penalty: 3414.705322
	Iteration 22Q: 3 clusters Score -66701.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -66711.117188 Penalty: 3414.705322
	Iteration 23Q: 3 clusters Score -66711.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -66727.437500 Penalty: 3414.705322
	Iteration 24Q: 3 clusters Score -66727.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -66739.468750 Penalty: 3414.705322
	Iteration 25Q: 3 clusters Score -66739.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -66751.445312 Penalty: 3414.705322
	Iteration 26Q: 3 clusters Score -66751.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -66761.000000 Penalty: 3414.705322
	Iteration 27Q: 3 clusters Score -66761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -66774.898438 Penalty: 3414.705322
	Iteration 28Q: 3 clusters Score -66774.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -66789.468750 Penalty: 3414.705322
	Iteration 29Q: 3 clusters Score -66789.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -66806.687500 Penalty: 3414.705322
	Iteration 30Q: 3 clusters Score -66806.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -66816.273438 Penalty: 3414.705322
	Iteration 31Q: 3 clusters Score -66816.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -66837.898438 Penalty: 3414.705322
	Iteration 32Q: 3 clusters Score -66837.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -66844.929688 Penalty: 3414.705322
	Iteration 33Q: 3 clusters Score -66844.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -66852.734375 Penalty: 3414.705322
	Iteration 34Q: 3 clusters Score -66852.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -66867.507812 Penalty: 3414.705322
	Iteration 35Q: 3 clusters Score -66867.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -66877.617188 Penalty: 3414.705322
	Iteration 36Q: 3 clusters Score -66877.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -66891.734375 Penalty: 3414.705322
	Iteration 37Q: 3 clusters Score -66891.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -66902.031250 Penalty: 3414.705322
	Iteration 38Q: 3 clusters Score -66902.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -66904.023438 Penalty: 3414.705322
	Iteration 39Q: 3 clusters Score -66904.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -66907.929688 Penalty: 3414.705322
	Iteration 40F: 3 clusters Score -66907.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -66911.585938 Penalty: 3414.705322
	Iteration 41Q: 3 clusters Score -66911.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -66915.015625 Penalty: 3414.705322
	Iteration 42Q: 3 clusters Score -66915.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -66918.656250 Penalty: 3414.705322
	Iteration 43Q: 3 clusters Score -66918.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -66921.429688 Penalty: 3414.705322
	Iteration 44Q: 3 clusters Score -66921.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -66923.906250 Penalty: 3414.705322
	Iteration 45Q: 3 clusters Score -66923.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -66931.578125 Penalty: 3414.705322
	Iteration 46Q: 3 clusters Score -66931.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -66939.367188 Penalty: 3414.705322
	Iteration 47Q: 3 clusters Score -66939.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -66946.414062 Penalty: 3414.705322
	Iteration 48Q: 3 clusters Score -66946.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -66953.171875 Penalty: 3414.705322
	Iteration 49Q: 3 clusters Score -66953.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -66955.671875 Penalty: 3414.705322
	Iteration 50Q: 3 clusters Score -66955.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -66956.812500 Penalty: 3414.705322
	Iteration 51Q: 3 clusters Score -66956.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -66960.523438 Penalty: 3414.705322
	Iteration 52Q: 3 clusters Score -66960.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -66961.875000 Penalty: 3414.705322
	Iteration 53Q: 3 clusters Score -66961.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -66961.875000 Penalty: 3414.705322
	Iteration 54F: 3 clusters Score -66961.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Entering Unmasked Estep 
Score: -262792.562500 Penalty: 2042.632324
	Iteration 0F: 2 clusters Score -262792.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -259023.250000 Penalty: 4085.264648
	Iteration 0F: 3 clusters Score -259023.2 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -259890.187500 Penalty: 4085.264648
	Iteration 1F: 3 clusters Score -259890.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -260137.515625 Penalty: 4085.264648
	Iteration 2F: 3 clusters Score -260137.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -260293.718750 Penalty: 4085.264648
	Iteration 3F: 3 clusters Score -260293.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -260435.609375 Penalty: 4085.264648
	Iteration 4Q: 3 clusters Score -260435.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -260559.828125 Penalty: 4085.264648
	Iteration 5Q: 3 clusters Score -260559.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -260664.515625 Penalty: 4085.264648
	Iteration 6Q: 3 clusters Score -260664.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -260762.062500 Penalty: 4085.264648
	Iteration 7Q: 3 clusters Score -260762.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -260886.093750 Penalty: 4085.264648
	Iteration 8Q: 3 clusters Score -260886.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -260998.734375 Penalty: 4085.264648
	Iteration 9Q: 3 clusters Score -260998.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -261113.968750 Penalty: 4085.264648
	Iteration 10Q: 3 clusters Score -261114 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -261228.437500 Penalty: 4085.264648
	Iteration 11Q: 3 clusters Score -261228.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -261372.656250 Penalty: 4085.264648
	Iteration 12Q: 3 clusters Score -261372.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -261506.546875 Penalty: 4085.264648
	Iteration 13Q: 3 clusters Score -261506.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -261658.828125 Penalty: 4085.264648
	Iteration 14Q: 3 clusters Score -261658.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -261866.015625 Penalty: 4085.264648
	Iteration 15Q: 3 clusters Score -261866 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -262093.578125 Penalty: 4085.264648
	Iteration 16Q: 3 clusters Score -262093.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -262321.781250 Penalty: 4085.264648
	Iteration 17Q: 3 clusters Score -262321.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -262581.031250 Penalty: 4085.264648
	Iteration 18Q: 3 clusters Score -262581 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -262695.593750 Penalty: 4085.264648
	Iteration 19Q: 3 clusters Score -262695.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -262739.593750 Penalty: 4085.264648
	Iteration 20F: 3 clusters Score -262739.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -262756.968750 Penalty: 4085.264648
	Iteration 21Q: 3 clusters Score -262757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -262767.812500 Penalty: 4085.264648
	Iteration 22Q: 3 clusters Score -262767.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -262773.937500 Penalty: 4085.264648
	Iteration 23Q: 3 clusters Score -262773.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -262779.406250 Penalty: 4085.264648
	Iteration 24Q: 3 clusters Score -262779.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -262782.062500 Penalty: 4085.264648
	Iteration 25Q: 3 clusters Score -262782.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -262782.718750 Penalty: 4085.264648
	Iteration 26Q: 3 clusters Score -262782.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -262782.718750 Penalty: 4085.264648
	Iteration 27F: 3 clusters Score -262782.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (17181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Entering Unmasked Estep 
Score: -1279194.250000 Penalty: 2418.386719
	Iteration 0F: 2 clusters Score -1279194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1266922.750000 Penalty: 4836.773438
	Iteration 0F: 3 clusters Score -1266923 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1271084.750000 Penalty: 4836.773438
	Iteration 1F: 3 clusters Score -1271085 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1271555.625000 Penalty: 4836.773438
	Iteration 2F: 3 clusters Score -1271556 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1271956.375000 Penalty: 4836.773438
	Iteration 3F: 3 clusters Score -1271956 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1272372.125000 Penalty: 4836.773438
	Iteration 4F: 3 clusters Score -1272372 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1272820.625000 Penalty: 4836.773438
	Iteration 5Q: 3 clusters Score -1272821 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1273385.375000 Penalty: 4836.773438
	Iteration 6F: 3 clusters Score -1273385 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1274089.750000 Penalty: 4836.773438
	Iteration 7F: 3 clusters Score -1274090 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1274935.375000 Penalty: 4836.773438
	Iteration 8F: 3 clusters Score -1274935 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1275937.250000 Penalty: 4836.773438
	Iteration 9F: 3 clusters Score -1275937 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1276840.375000 Penalty: 4836.773438
	Iteration 10Q: 3 clusters Score -1276840 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1277441.250000 Penalty: 4836.773438
	Iteration 11Q: 3 clusters Score -1277441 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1277729.250000 Penalty: 4836.773438
	Iteration 12Q: 3 clusters Score -1277729 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1277859.000000 Penalty: 4836.773438
	Iteration 13Q: 3 clusters Score -1277859 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1277923.625000 Penalty: 4836.773438
	Iteration 14Q: 3 clusters Score -1277924 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1277958.000000 Penalty: 4836.773438
	Iteration 15Q: 3 clusters Score -1277958 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1277978.750000 Penalty: 4836.773438
	Iteration 16Q: 3 clusters Score -1277979 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1277998.750000 Penalty: 4836.773438
	Iteration 17Q: 3 clusters Score -1277999 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1278007.875000 Penalty: 4836.773438
	Iteration 18Q: 3 clusters Score -1278008 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1278021.000000 Penalty: 4836.773438
	Iteration 19Q: 3 clusters Score -1278021 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1278034.000000 Penalty: 4836.773438
	Iteration 20F: 3 clusters Score -1278034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1278041.125000 Penalty: 4836.773438
	Iteration 21Q: 3 clusters Score -1278041 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1278045.250000 Penalty: 4836.773438
	Iteration 22Q: 3 clusters Score -1278045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1278049.625000 Penalty: 4836.773438
	Iteration 23Q: 3 clusters Score -1278050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1278048.875000 Penalty: 4836.773438
	Iteration 24Q: 3 clusters Score -1278049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1278058.625000 Penalty: 4836.773438
	Iteration 25Q: 3 clusters Score -1278059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1278059.125000 Penalty: 4836.773438
	Iteration 26Q: 3 clusters Score -1278059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1278065.625000 Penalty: 4836.773438
	Iteration 27Q: 3 clusters Score -1278066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1278066.125000 Penalty: 4836.773438
	Iteration 28Q: 3 clusters Score -1278066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1278069.875000 Penalty: 4836.773438
	Iteration 29Q: 3 clusters Score -1278070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1278070.250000 Penalty: 4836.773438
	Iteration 30Q: 3 clusters Score -1278070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1278073.375000 Penalty: 4836.773438
	Iteration 31Q: 3 clusters Score -1278073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1278075.000000 Penalty: 4836.773438
	Iteration 32Q: 3 clusters Score -1278075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1278073.750000 Penalty: 4836.773438
	Iteration 33Q: 3 clusters Score -1278074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1278071.875000 Penalty: 4836.773438
	Iteration 34Q: 3 clusters Score -1278072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1278071.250000 Penalty: 4836.773438
	Iteration 35Q: 3 clusters Score -1278071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1278072.750000 Penalty: 4836.773438
	Iteration 36Q: 3 clusters Score -1278073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1278071.000000 Penalty: 4836.773438
	Iteration 37Q: 3 clusters Score -1278071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1278076.875000 Penalty: 4836.773438
	Iteration 38Q: 3 clusters Score -1278077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1278077.875000 Penalty: 4836.773438
	Iteration 39Q: 3 clusters Score -1278078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1278076.250000 Penalty: 4836.773438
	Iteration 40F: 3 clusters Score -1278076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1278077.875000 Penalty: 4836.773438
	Iteration 41Q: 3 clusters Score -1278078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1278080.875000 Penalty: 4836.773438
	Iteration 42Q: 3 clusters Score -1278081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1278079.000000 Penalty: 4836.773438
	Iteration 43Q: 3 clusters Score -1278079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1278083.875000 Penalty: 4836.773438
	Iteration 44Q: 3 clusters Score -1278084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1278083.000000 Penalty: 4836.773438
	Iteration 45Q: 3 clusters Score -1278083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1278086.500000 Penalty: 4836.773438
	Iteration 46Q: 3 clusters Score -1278086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1278082.000000 Penalty: 4836.773438
	Iteration 47Q: 3 clusters Score -1278082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1278083.750000 Penalty: 4836.773438
	Iteration 48Q: 3 clusters Score -1278084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1278089.500000 Penalty: 4836.773438
	Iteration 49Q: 3 clusters Score -1278090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1278091.625000 Penalty: 4836.773438
	Iteration 50Q: 3 clusters Score -1278092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1278093.875000 Penalty: 4836.773438
	Iteration 51Q: 3 clusters Score -1278094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1278100.375000 Penalty: 4836.773438
	Iteration 52Q: 3 clusters Score -1278100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1278099.125000 Penalty: 4836.773438
	Iteration 53Q: 3 clusters Score -1278099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1278098.500000 Penalty: 4836.773438
	Iteration 54Q: 3 clusters Score -1278098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1278099.625000 Penalty: 4836.773438
	Iteration 55Q: 3 clusters Score -1278100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1278098.250000 Penalty: 4836.773438
	Iteration 56Q: 3 clusters Score -1278098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1278097.625000 Penalty: 4836.773438
	Iteration 57Q: 3 clusters Score -1278098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1278099.375000 Penalty: 4836.773438
	Iteration 58Q: 3 clusters Score -1278099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1278098.000000 Penalty: 4836.773438
	Iteration 59Q: 3 clusters Score -1278098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1278100.250000 Penalty: 4836.773438
	Iteration 60F: 3 clusters Score -1278100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1278101.125000 Penalty: 4836.773438
	Iteration 61Q: 3 clusters Score -1278101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1278101.625000 Penalty: 4836.773438
	Iteration 62Q: 3 clusters Score -1278102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1278103.000000 Penalty: 4836.773438
	Iteration 63Q: 3 clusters Score -1278103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1278102.125000 Penalty: 4836.773438
	Iteration 64Q: 3 clusters Score -1278102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1278105.250000 Penalty: 4836.773438
	Iteration 65Q: 3 clusters Score -1278105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1278103.625000 Penalty: 4836.773438
	Iteration 66Q: 3 clusters Score -1278104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1278105.750000 Penalty: 4836.773438
	Iteration 67Q: 3 clusters Score -1278106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1278105.500000 Penalty: 4836.773438
	Iteration 68Q: 3 clusters Score -1278106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1278106.125000 Penalty: 4836.773438
	Iteration 69Q: 3 clusters Score -1278106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1278106.500000 Penalty: 4836.773438
	Iteration 70Q: 3 clusters Score -1278106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1278106.250000 Penalty: 4836.773438
	Iteration 71Q: 3 clusters Score -1278106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1278103.375000 Penalty: 4836.773438
	Iteration 72Q: 3 clusters Score -1278103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1278107.250000 Penalty: 4836.773438
	Iteration 73Q: 3 clusters Score -1278107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1278110.625000 Penalty: 4836.773438
	Iteration 74Q: 3 clusters Score -1278111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1278110.250000 Penalty: 4836.773438
	Iteration 75Q: 3 clusters Score -1278110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1278110.375000 Penalty: 4836.773438
	Iteration 76Q: 3 clusters Score -1278110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1278110.500000 Penalty: 4836.773438
	Iteration 77Q: 3 clusters Score -1278110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1278110.750000 Penalty: 4836.773438
	Iteration 78Q: 3 clusters Score -1278111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1278113.375000 Penalty: 4836.773438
	Iteration 79Q: 3 clusters Score -1278113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1278113.375000 Penalty: 4836.773438
	Iteration 80F: 3 clusters Score -1278113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -120541.421875 Penalty: 1848.483276
	Iteration 0F: 2 clusters Score -120541.4 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: -118116.289062 Penalty: 3696.966553
	Iteration 0F: 3 clusters Score -118116.3 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -118575.765625 Penalty: 3696.966553
	Iteration 1F: 3 clusters Score -118575.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -118675.804688 Penalty: 3696.966553
	Iteration 2F: 3 clusters Score -118675.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -118756.812500 Penalty: 3696.966553
	Iteration 3Q: 3 clusters Score -118756.8 nChanged 61
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: -118829.835938 Penalty: 3696.966553
	Iteration 4Q: 3 clusters Score -118829.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -118885.054688 Penalty: 3696.966553
	Iteration 5Q: 3 clusters Score -118885.1 nChanged 50
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: -118943.835938 Penalty: 3696.966553
	Iteration 6Q: 3 clusters Score -118943.8 nChanged 42
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: -119000.398438 Penalty: 3696.966553
	Iteration 7Q: 3 clusters Score -119000.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -119049.226562 Penalty: 3696.966553
	Iteration 8Q: 3 clusters Score -119049.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -119105.984375 Penalty: 3696.966553
	Iteration 9Q: 3 clusters Score -119106 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -119196.953125 Penalty: 3696.966553
	Iteration 10Q: 3 clusters Score -119197 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -119279.898438 Penalty: 3696.966553
	Iteration 11Q: 3 clusters Score -119279.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -119342.593750 Penalty: 3696.966553
	Iteration 12Q: 3 clusters Score -119342.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -119375.507812 Penalty: 3696.966553
	Iteration 13Q: 3 clusters Score -119375.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -119399.007812 Penalty: 3696.966553
	Iteration 14Q: 3 clusters Score -119399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -119411.632812 Penalty: 3696.966553
	Iteration 15Q: 3 clusters Score -119411.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -119421.226562 Penalty: 3696.966553
	Iteration 16Q: 3 clusters Score -119421.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -119428.750000 Penalty: 3696.966553
	Iteration 17Q: 3 clusters Score -119428.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -119437.039062 Penalty: 3696.966553
	Iteration 18Q: 3 clusters Score -119437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -119442.234375 Penalty: 3696.966553
	Iteration 19Q: 3 clusters Score -119442.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -119446.421875 Penalty: 3696.966553
	Iteration 20F: 3 clusters Score -119446.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -119449.570312 Penalty: 3696.966553
	Iteration 21Q: 3 clusters Score -119449.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -119450.757812 Penalty: 3696.966553
	Iteration 22Q: 3 clusters Score -119450.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -119452.054688 Penalty: 3696.966553
	Iteration 23Q: 3 clusters Score -119452.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -119452.906250 Penalty: 3696.966553
	Iteration 24Q: 3 clusters Score -119452.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -119454.023438 Penalty: 3696.966553
	Iteration 25Q: 3 clusters Score -119454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -119454.453125 Penalty: 3696.966553
	Iteration 26Q: 3 clusters Score -119454.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -119455.281250 Penalty: 3696.966553
	Iteration 27Q: 3 clusters Score -119455.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -119455.765625 Penalty: 3696.966553
	Iteration 28Q: 3 clusters Score -119455.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -119456.617188 Penalty: 3696.966553
	Iteration 29Q: 3 clusters Score -119456.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -119457.531250 Penalty: 3696.966553
	Iteration 30Q: 3 clusters Score -119457.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -119458.085938 Penalty: 3696.966553
	Iteration 31Q: 3 clusters Score -119458.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -119458.601562 Penalty: 3696.966553
	Iteration 32Q: 3 clusters Score -119458.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -119459.335938 Penalty: 3696.966553
	Iteration 33Q: 3 clusters Score -119459.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -119459.812500 Penalty: 3696.966553
	Iteration 34Q: 3 clusters Score -119459.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -119460.281250 Penalty: 3696.966553
	Iteration 35Q: 3 clusters Score -119460.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -119460.281250 Penalty: 3696.966553
	Iteration 36F: 3 clusters Score -119460.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Entering Unmasked Estep 
Score: -296372.250000 Penalty: 2114.387695
	Iteration 0F: 2 clusters Score -296372.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -291816.625000 Penalty: 4228.775391
	Iteration 0F: 3 clusters Score -291816.6 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -293091.781250 Penalty: 4228.775391
	Iteration 1F: 3 clusters Score -293091.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -293467.062500 Penalty: 4228.775391
	Iteration 2F: 3 clusters Score -293467.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -293788.531250 Penalty: 4228.775391
	Iteration 3F: 3 clusters Score -293788.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -294085.500000 Penalty: 4228.775391
	Iteration 4F: 3 clusters Score -294085.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -294322.781250 Penalty: 4228.775391
	Iteration 5F: 3 clusters Score -294322.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -294543.218750 Penalty: 4228.775391
	Iteration 6Q: 3 clusters Score -294543.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -294700.250000 Penalty: 4228.775391
	Iteration 7Q: 3 clusters Score -294700.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -294827.718750 Penalty: 4228.775391
	Iteration 8Q: 3 clusters Score -294827.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -294934.718750 Penalty: 4228.775391
	Iteration 9Q: 3 clusters Score -294934.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -294990.187500 Penalty: 4228.775391
	Iteration 10Q: 3 clusters Score -294990.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -295034.125000 Penalty: 4228.775391
	Iteration 11Q: 3 clusters Score -295034.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -295081.968750 Penalty: 4228.775391
	Iteration 12Q: 3 clusters Score -295082 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -295121.281250 Penalty: 4228.775391
	Iteration 13Q: 3 clusters Score -295121.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -295178.000000 Penalty: 4228.775391
	Iteration 14Q: 3 clusters Score -295178 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -295230.968750 Penalty: 4228.775391
	Iteration 15Q: 3 clusters Score -295231 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -295269.531250 Penalty: 4228.775391
	Iteration 16Q: 3 clusters Score -295269.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -295308.000000 Penalty: 4228.775391
	Iteration 17Q: 3 clusters Score -295308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -295344.343750 Penalty: 4228.775391
	Iteration 18Q: 3 clusters Score -295344.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -295370.156250 Penalty: 4228.775391
	Iteration 19Q: 3 clusters Score -295370.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -295405.937500 Penalty: 4228.775391
	Iteration 20F: 3 clusters Score -295405.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -295438.593750 Penalty: 4228.775391
	Iteration 21Q: 3 clusters Score -295438.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -295467.906250 Penalty: 4228.775391
	Iteration 22Q: 3 clusters Score -295467.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -295489.187500 Penalty: 4228.775391
	Iteration 23Q: 3 clusters Score -295489.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -295508.843750 Penalty: 4228.775391
	Iteration 24Q: 3 clusters Score -295508.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -295523.031250 Penalty: 4228.775391
	Iteration 25Q: 3 clusters Score -295523 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -295538.968750 Penalty: 4228.775391
	Iteration 26Q: 3 clusters Score -295539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -295552.218750 Penalty: 4228.775391
	Iteration 27Q: 3 clusters Score -295552.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -295561.437500 Penalty: 4228.775391
	Iteration 28Q: 3 clusters Score -295561.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -295569.906250 Penalty: 4228.775391
	Iteration 29Q: 3 clusters Score -295569.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -295574.312500 Penalty: 4228.775391
	Iteration 30Q: 3 clusters Score -295574.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -295576.656250 Penalty: 4228.775391
	Iteration 31Q: 3 clusters Score -295576.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -295579.156250 Penalty: 4228.775391
	Iteration 32Q: 3 clusters Score -295579.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -295580.687500 Penalty: 4228.775391
	Iteration 33Q: 3 clusters Score -295580.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -295581.406250 Penalty: 4228.775391
	Iteration 34Q: 3 clusters Score -295581.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -295583.250000 Penalty: 4228.775391
	Iteration 35Q: 3 clusters Score -295583.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -295584.062500 Penalty: 4228.775391
	Iteration 36Q: 3 clusters Score -295584.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -295585.625000 Penalty: 4228.775391
	Iteration 37Q: 3 clusters Score -295585.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -295588.781250 Penalty: 4228.775391
	Iteration 38Q: 3 clusters Score -295588.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -295591.718750 Penalty: 4228.775391
	Iteration 39Q: 3 clusters Score -295591.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -295596.000000 Penalty: 4228.775391
	Iteration 40F: 3 clusters Score -295596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -295600.500000 Penalty: 4228.775391
	Iteration 41Q: 3 clusters Score -295600.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -295606.656250 Penalty: 4228.775391
	Iteration 42Q: 3 clusters Score -295606.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -295611.562500 Penalty: 4228.775391
	Iteration 43Q: 3 clusters Score -295611.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -295615.406250 Penalty: 4228.775391
	Iteration 44Q: 3 clusters Score -295615.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -295621.125000 Penalty: 4228.775391
	Iteration 45Q: 3 clusters Score -295621.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -295625.281250 Penalty: 4228.775391
	Iteration 46Q: 3 clusters Score -295625.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -295629.406250 Penalty: 4228.775391
	Iteration 47Q: 3 clusters Score -295629.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -295633.000000 Penalty: 4228.775391
	Iteration 48Q: 3 clusters Score -295633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -295635.687500 Penalty: 4228.775391
	Iteration 49Q: 3 clusters Score -295635.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -295638.250000 Penalty: 4228.775391
	Iteration 50Q: 3 clusters Score -295638.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -295640.625000 Penalty: 4228.775391
	Iteration 51Q: 3 clusters Score -295640.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -295643.437500 Penalty: 4228.775391
	Iteration 52Q: 3 clusters Score -295643.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -295645.468750 Penalty: 4228.775391
	Iteration 53Q: 3 clusters Score -295645.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -295646.062500 Penalty: 4228.775391
	Iteration 54Q: 3 clusters Score -295646.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -295646.781250 Penalty: 4228.775391
	Iteration 55Q: 3 clusters Score -295646.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -295646.843750 Penalty: 4228.775391
	Iteration 56Q: 3 clusters Score -295646.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -295646.843750 Penalty: 4228.775391
	Iteration 57F: 3 clusters Score -295646.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -83024.906250 Penalty: 1769.847778
	Iteration 0F: 2 clusters Score -83024.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -80921.328125 Penalty: 3539.695557
	Iteration 0F: 3 clusters Score -80921.33 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -81284.328125 Penalty: 3539.695557
	Iteration 1F: 3 clusters Score -81284.33 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -81494.109375 Penalty: 3539.695557
	Iteration 2F: 3 clusters Score -81494.11 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -81703.335938 Penalty: 3539.695557
	Iteration 3F: 3 clusters Score -81703.34 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -81983.226562 Penalty: 3539.695557
	Iteration 4F: 3 clusters Score -81983.23 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -82241.804688 Penalty: 3539.695557
	Iteration 5F: 3 clusters Score -82241.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -82473.007812 Penalty: 3539.695557
	Iteration 6F: 3 clusters Score -82473.01 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -82642.203125 Penalty: 3539.695557
	Iteration 7F: 3 clusters Score -82642.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -82761.023438 Penalty: 3539.695557
	Iteration 8Q: 3 clusters Score -82761.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -82807.578125 Penalty: 3539.695557
	Iteration 9Q: 3 clusters Score -82807.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -82831.250000 Penalty: 3539.695557
	Iteration 10Q: 3 clusters Score -82831.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -82846.093750 Penalty: 3539.695557
	Iteration 11Q: 3 clusters Score -82846.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -82853.007812 Penalty: 3539.695557
	Iteration 12Q: 3 clusters Score -82853.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -82858.460938 Penalty: 3539.695557
	Iteration 13Q: 3 clusters Score -82858.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -82858.968750 Penalty: 3539.695557
	Iteration 14Q: 3 clusters Score -82858.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -82858.968750 Penalty: 3539.695557
	Iteration 15F: 3 clusters Score -82858.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (10422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Entering Unmasked Estep 
Score: -798205.500000 Penalty: 2294.415283
	Iteration 0F: 2 clusters Score -798205.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -790289.687500 Penalty: 4588.830566
	Iteration 0F: 3 clusters Score -790289.7 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -792653.062500 Penalty: 4588.830566
	Iteration 1F: 3 clusters Score -792653.1 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -792944.312500 Penalty: 4588.830566
	Iteration 2F: 3 clusters Score -792944.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -793184.062500 Penalty: 4588.830566
	Iteration 3Q: 3 clusters Score -793184.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -793392.250000 Penalty: 4588.830566
	Iteration 4Q: 3 clusters Score -793392.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -793605.062500 Penalty: 4588.830566
	Iteration 5Q: 3 clusters Score -793605.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -793892.375000 Penalty: 4588.830566
	Iteration 6Q: 3 clusters Score -793892.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -794265.625000 Penalty: 4588.830566
	Iteration 7Q: 3 clusters Score -794265.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -794710.437500 Penalty: 4588.830566
	Iteration 8F: 3 clusters Score -794710.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -795180.312500 Penalty: 4588.830566
	Iteration 9F: 3 clusters Score -795180.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -795558.312500 Penalty: 4588.830566
	Iteration 10Q: 3 clusters Score -795558.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -795817.375000 Penalty: 4588.830566
	Iteration 11Q: 3 clusters Score -795817.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -795979.500000 Penalty: 4588.830566
	Iteration 12Q: 3 clusters Score -795979.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -796094.687500 Penalty: 4588.830566
	Iteration 13Q: 3 clusters Score -796094.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -796209.687500 Penalty: 4588.830566
	Iteration 14Q: 3 clusters Score -796209.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -796300.000000 Penalty: 4588.830566
	Iteration 15Q: 3 clusters Score -796300 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -796397.750000 Penalty: 4588.830566
	Iteration 16Q: 3 clusters Score -796397.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -796501.250000 Penalty: 4588.830566
	Iteration 17Q: 3 clusters Score -796501.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -796603.500000 Penalty: 4588.830566
	Iteration 18Q: 3 clusters Score -796603.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -796682.500000 Penalty: 4588.830566
	Iteration 19Q: 3 clusters Score -796682.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -796756.625000 Penalty: 4588.830566
	Iteration 20F: 3 clusters Score -796756.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -796820.500000 Penalty: 4588.830566
	Iteration 21Q: 3 clusters Score -796820.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -796876.937500 Penalty: 4588.830566
	Iteration 22Q: 3 clusters Score -796876.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -796914.000000 Penalty: 4588.830566
	Iteration 23Q: 3 clusters Score -796914 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -796944.312500 Penalty: 4588.830566
	Iteration 24Q: 3 clusters Score -796944.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -796973.812500 Penalty: 4588.830566
	Iteration 25Q: 3 clusters Score -796973.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -796998.000000 Penalty: 4588.830566
	Iteration 26Q: 3 clusters Score -796998 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -797016.500000 Penalty: 4588.830566
	Iteration 27Q: 3 clusters Score -797016.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -797029.750000 Penalty: 4588.830566
	Iteration 28Q: 3 clusters Score -797029.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -797040.062500 Penalty: 4588.830566
	Iteration 29Q: 3 clusters Score -797040.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -797055.812500 Penalty: 4588.830566
	Iteration 30Q: 3 clusters Score -797055.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -797063.625000 Penalty: 4588.830566
	Iteration 31Q: 3 clusters Score -797063.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -797074.000000 Penalty: 4588.830566
	Iteration 32Q: 3 clusters Score -797074 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -797089.250000 Penalty: 4588.830566
	Iteration 33Q: 3 clusters Score -797089.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -797102.312500 Penalty: 4588.830566
	Iteration 34Q: 3 clusters Score -797102.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -797111.687500 Penalty: 4588.830566
	Iteration 35Q: 3 clusters Score -797111.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -797119.062500 Penalty: 4588.830566
	Iteration 36Q: 3 clusters Score -797119.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -797124.562500 Penalty: 4588.830566
	Iteration 37Q: 3 clusters Score -797124.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -797125.500000 Penalty: 4588.830566
	Iteration 38Q: 3 clusters Score -797125.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -797128.562500 Penalty: 4588.830566
	Iteration 39Q: 3 clusters Score -797128.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -797133.625000 Penalty: 4588.830566
	Iteration 40F: 3 clusters Score -797133.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -797133.500000 Penalty: 4588.830566
	Iteration 41Q: 3 clusters Score -797133.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -797138.500000 Penalty: 4588.830566
	Iteration 42Q: 3 clusters Score -797138.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -797141.250000 Penalty: 4588.830566
	Iteration 43Q: 3 clusters Score -797141.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -797148.687500 Penalty: 4588.830566
	Iteration 44Q: 3 clusters Score -797148.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -797152.375000 Penalty: 4588.830566
	Iteration 45Q: 3 clusters Score -797152.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -797158.625000 Penalty: 4588.830566
	Iteration 46Q: 3 clusters Score -797158.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -797169.687500 Penalty: 4588.830566
	Iteration 47Q: 3 clusters Score -797169.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -797185.687500 Penalty: 4588.830566
	Iteration 48Q: 3 clusters Score -797185.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -797196.812500 Penalty: 4588.830566
	Iteration 49Q: 3 clusters Score -797196.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -797201.625000 Penalty: 4588.830566
	Iteration 50Q: 3 clusters Score -797201.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -797210.625000 Penalty: 4588.830566
	Iteration 51Q: 3 clusters Score -797210.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -797218.937500 Penalty: 4588.830566
	Iteration 52Q: 3 clusters Score -797218.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -797224.875000 Penalty: 4588.830566
	Iteration 53Q: 3 clusters Score -797224.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -797234.812500 Penalty: 4588.830566
	Iteration 54Q: 3 clusters Score -797234.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -797244.875000 Penalty: 4588.830566
	Iteration 55Q: 3 clusters Score -797244.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -797259.875000 Penalty: 4588.830566
	Iteration 56Q: 3 clusters Score -797259.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -797278.500000 Penalty: 4588.830566
	Iteration 57Q: 3 clusters Score -797278.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -797292.562500 Penalty: 4588.830566
	Iteration 58Q: 3 clusters Score -797292.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -797307.187500 Penalty: 4588.830566
	Iteration 59Q: 3 clusters Score -797307.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -797319.750000 Penalty: 4588.830566
	Iteration 60F: 3 clusters Score -797319.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -797335.187500 Penalty: 4588.830566
	Iteration 61Q: 3 clusters Score -797335.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -797349.437500 Penalty: 4588.830566
	Iteration 62Q: 3 clusters Score -797349.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -797356.812500 Penalty: 4588.830566
	Iteration 63Q: 3 clusters Score -797356.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -797363.625000 Penalty: 4588.830566
	Iteration 64Q: 3 clusters Score -797363.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -797369.750000 Penalty: 4588.830566
	Iteration 65Q: 3 clusters Score -797369.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -797374.437500 Penalty: 4588.830566
	Iteration 66Q: 3 clusters Score -797374.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -797381.437500 Penalty: 4588.830566
	Iteration 67Q: 3 clusters Score -797381.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -797388.562500 Penalty: 4588.830566
	Iteration 68Q: 3 clusters Score -797388.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -797392.375000 Penalty: 4588.830566
	Iteration 69Q: 3 clusters Score -797392.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -797397.875000 Penalty: 4588.830566
	Iteration 70Q: 3 clusters Score -797397.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -797399.687500 Penalty: 4588.830566
	Iteration 71Q: 3 clusters Score -797399.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -797406.375000 Penalty: 4588.830566
	Iteration 72Q: 3 clusters Score -797406.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -797410.437500 Penalty: 4588.830566
	Iteration 73Q: 3 clusters Score -797410.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -797415.500000 Penalty: 4588.830566
	Iteration 74Q: 3 clusters Score -797415.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -797419.375000 Penalty: 4588.830566
	Iteration 75Q: 3 clusters Score -797419.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -797424.250000 Penalty: 4588.830566
	Iteration 76Q: 3 clusters Score -797424.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -797433.812500 Penalty: 4588.830566
	Iteration 77Q: 3 clusters Score -797433.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -797443.000000 Penalty: 4588.830566
	Iteration 78Q: 3 clusters Score -797443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -797449.625000 Penalty: 4588.830566
	Iteration 79Q: 3 clusters Score -797449.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -797455.750000 Penalty: 4588.830566
	Iteration 80F: 3 clusters Score -797455.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -797458.812500 Penalty: 4588.830566
	Iteration 81Q: 3 clusters Score -797458.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -797466.625000 Penalty: 4588.830566
	Iteration 82Q: 3 clusters Score -797466.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -797469.250000 Penalty: 4588.830566
	Iteration 83Q: 3 clusters Score -797469.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -797469.875000 Penalty: 4588.830566
	Iteration 84Q: 3 clusters Score -797469.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -797472.125000 Penalty: 4588.830566
	Iteration 85Q: 3 clusters Score -797472.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -797472.437500 Penalty: 4588.830566
	Iteration 86Q: 3 clusters Score -797472.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -797471.437500 Penalty: 4588.830566
	Iteration 87Q: 3 clusters Score -797471.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -797472.750000 Penalty: 4588.830566
	Iteration 88Q: 3 clusters Score -797472.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -797474.750000 Penalty: 4588.830566
	Iteration 89Q: 3 clusters Score -797474.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -797472.875000 Penalty: 4588.830566
	Iteration 90Q: 3 clusters Score -797472.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -797476.250000 Penalty: 4588.830566
	Iteration 91Q: 3 clusters Score -797476.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -797475.562500 Penalty: 4588.830566
	Iteration 92Q: 3 clusters Score -797475.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -797476.500000 Penalty: 4588.830566
	Iteration 93Q: 3 clusters Score -797476.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -797478.312500 Penalty: 4588.830566
	Iteration 94Q: 3 clusters Score -797478.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -797478.687500 Penalty: 4588.830566
	Iteration 95Q: 3 clusters Score -797478.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -797478.687500 Penalty: 4588.830566
	Iteration 96F: 3 clusters Score -797478.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (3040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Entering Unmasked Estep 
Score: -217610.562500 Penalty: 1988.864136
	Iteration 0F: 2 clusters Score -217610.6 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 1531 members 
Entering Unmasked Estep 
Score: -214344.875000 Penalty: 3977.728271
	Iteration 0F: 3 clusters Score -214344.9 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -215028.000000 Penalty: 3977.728271
	Iteration 1F: 3 clusters Score -215028 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -215231.390625 Penalty: 3977.728271
	Iteration 2F: 3 clusters Score -215231.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -215422.906250 Penalty: 3977.728271
	Iteration 3F: 3 clusters Score -215422.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -215622.062500 Penalty: 3977.728271
	Iteration 4F: 3 clusters Score -215622.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -215822.562500 Penalty: 3977.728271
	Iteration 5F: 3 clusters Score -215822.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -216015.531250 Penalty: 3977.728271
	Iteration 6F: 3 clusters Score -216015.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -216179.546875 Penalty: 3977.728271
	Iteration 7Q: 3 clusters Score -216179.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -216322.921875 Penalty: 3977.728271
	Iteration 8Q: 3 clusters Score -216322.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -216439.171875 Penalty: 3977.728271
	Iteration 9Q: 3 clusters Score -216439.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -216500.828125 Penalty: 3977.728271
	Iteration 10Q: 3 clusters Score -216500.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -216522.593750 Penalty: 3977.728271
	Iteration 11Q: 3 clusters Score -216522.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -216540.671875 Penalty: 3977.728271
	Iteration 12Q: 3 clusters Score -216540.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -216552.546875 Penalty: 3977.728271
	Iteration 13Q: 3 clusters Score -216552.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -216556.343750 Penalty: 3977.728271
	Iteration 14Q: 3 clusters Score -216556.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -216559.609375 Penalty: 3977.728271
	Iteration 15Q: 3 clusters Score -216559.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -216562.437500 Penalty: 3977.728271
	Iteration 16Q: 3 clusters Score -216562.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -216564.218750 Penalty: 3977.728271
	Iteration 17Q: 3 clusters Score -216564.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -216564.218750 Penalty: 3977.728271
	Iteration 18F: 3 clusters Score -216564.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252216 members 
Mstep: Class 2 contains 35409 members 
Mstep: Class 3 contains 101431 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14101 members 
Mstep: Class 6 contains 19121 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 30916 members 
Mstep: Class 9 contains 27554 members 
Mstep: Class 10 contains 132056 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91454 members 
Mstep: Class 13 contains 206407 members 
Mstep: Class 14 contains 2053 members 
Mstep: Class 15 contains 12973 members 
Mstep: Class 16 contains 57261 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13561 members 
Mstep: Class 19 contains 3060 members 
Mstep: Class 20 contains 8643 members 
Mstep: Class 21 contains 3661 members 
Mstep: Class 22 contains 4604 members 
Mstep: Class 23 contains 232531 members 
Mstep: Class 24 contains 5563 members 
Mstep: Class 25 contains 41328 members 
Mstep: Class 26 contains 4740 members 
Mstep: Class 27 contains 3397 members 
Mstep: Class 28 contains 13820 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7902 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11466 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3776 members 
Mstep: Class 38 contains 17181 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5043 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10422 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303104.000000 Penalty: 151038.062500
Iteration 159Q: 44 clusters Score -1.023031e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252209 members 
Mstep: Class 2 contains 35402 members 
Mstep: Class 3 contains 101436 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14100 members 
Mstep: Class 6 contains 19109 members 
Mstep: Class 7 contains 19159 members 
Mstep: Class 8 contains 30911 members 
Mstep: Class 9 contains 27556 members 
Mstep: Class 10 contains 132069 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91453 members 
Mstep: Class 13 contains 206408 members 
Mstep: Class 14 contains 2053 members 
Mstep: Class 15 contains 12973 members 
Mstep: Class 16 contains 57262 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13575 members 
Mstep: Class 19 contains 3062 members 
Mstep: Class 20 contains 8643 members 
Mstep: Class 21 contains 3662 members 
Mstep: Class 22 contains 4604 members 
Mstep: Class 23 contains 232540 members 
Mstep: Class 24 contains 5563 members 
Mstep: Class 25 contains 41327 members 
Mstep: Class 26 contains 4739 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13798 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7904 members 
Mstep: Class 32 contains 2599 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11454 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3774 members 
Mstep: Class 38 contains 17181 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5049 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10440 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302952.000000 Penalty: 151038.062500
Iteration 160F: 44 clusters Score -1.02303e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252199 members 
Mstep: Class 2 contains 35396 members 
Mstep: Class 3 contains 101443 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14095 members 
Mstep: Class 6 contains 19095 members 
Mstep: Class 7 contains 19159 members 
Mstep: Class 8 contains 30910 members 
Mstep: Class 9 contains 27557 members 
Mstep: Class 10 contains 132077 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91453 members 
Mstep: Class 13 contains 206410 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 12973 members 
Mstep: Class 16 contains 57258 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13601 members 
Mstep: Class 19 contains 3061 members 
Mstep: Class 20 contains 8643 members 
Mstep: Class 21 contains 3664 members 
Mstep: Class 22 contains 4605 members 
Mstep: Class 23 contains 232552 members 
Mstep: Class 24 contains 5564 members 
Mstep: Class 25 contains 41328 members 
Mstep: Class 26 contains 4738 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13775 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7904 members 
Mstep: Class 32 contains 2598 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11436 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3773 members 
Mstep: Class 38 contains 17181 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5053 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10459 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302936.000000 Penalty: 151038.062500
Iteration 161Q: 44 clusters Score -1.023029e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252190 members 
Mstep: Class 2 contains 35391 members 
Mstep: Class 3 contains 101446 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14094 members 
Mstep: Class 6 contains 19084 members 
Mstep: Class 7 contains 19156 members 
Mstep: Class 8 contains 30909 members 
Mstep: Class 9 contains 27557 members 
Mstep: Class 10 contains 132083 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91452 members 
Mstep: Class 13 contains 206411 members 
Mstep: Class 14 contains 2055 members 
Mstep: Class 15 contains 12971 members 
Mstep: Class 16 contains 57253 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13625 members 
Mstep: Class 19 contains 3061 members 
Mstep: Class 20 contains 8643 members 
Mstep: Class 21 contains 3664 members 
Mstep: Class 22 contains 4605 members 
Mstep: Class 23 contains 232566 members 
Mstep: Class 24 contains 5565 members 
Mstep: Class 25 contains 41332 members 
Mstep: Class 26 contains 4739 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13751 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7906 members 
Mstep: Class 32 contains 2597 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11428 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3772 members 
Mstep: Class 38 contains 17181 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5056 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10471 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303008.000000 Penalty: 151038.062500
Iteration 162Q: 44 clusters Score -1.02303e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252180 members 
Mstep: Class 2 contains 35385 members 
Mstep: Class 3 contains 101449 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14094 members 
Mstep: Class 6 contains 19070 members 
Mstep: Class 7 contains 19157 members 
Mstep: Class 8 contains 30907 members 
Mstep: Class 9 contains 27557 members 
Mstep: Class 10 contains 132094 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91455 members 
Mstep: Class 13 contains 206411 members 
Mstep: Class 14 contains 2057 members 
Mstep: Class 15 contains 12971 members 
Mstep: Class 16 contains 57250 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13644 members 
Mstep: Class 19 contains 3063 members 
Mstep: Class 20 contains 8644 members 
Mstep: Class 21 contains 3664 members 
Mstep: Class 22 contains 4605 members 
Mstep: Class 23 contains 232577 members 
Mstep: Class 24 contains 5565 members 
Mstep: Class 25 contains 41335 members 
Mstep: Class 26 contains 4738 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13730 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7909 members 
Mstep: Class 32 contains 2597 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11419 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3771 members 
Mstep: Class 38 contains 17181 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5056 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10479 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303032.000000 Penalty: 151038.062500
Iteration 163Q: 44 clusters Score -1.02303e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252173 members 
Mstep: Class 2 contains 35379 members 
Mstep: Class 3 contains 101451 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14094 members 
Mstep: Class 6 contains 19055 members 
Mstep: Class 7 contains 19157 members 
Mstep: Class 8 contains 30903 members 
Mstep: Class 9 contains 27557 members 
Mstep: Class 10 contains 132099 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91456 members 
Mstep: Class 13 contains 206411 members 
Mstep: Class 14 contains 2059 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 57243 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13665 members 
Mstep: Class 19 contains 3062 members 
Mstep: Class 20 contains 8645 members 
Mstep: Class 21 contains 3664 members 
Mstep: Class 22 contains 4607 members 
Mstep: Class 23 contains 232593 members 
Mstep: Class 24 contains 5565 members 
Mstep: Class 25 contains 41334 members 
Mstep: Class 26 contains 4736 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13722 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7911 members 
Mstep: Class 32 contains 2597 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11410 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3771 members 
Mstep: Class 38 contains 17181 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5061 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10486 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303160.000000 Penalty: 151038.062500
Iteration 164Q: 44 clusters Score -1.023032e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252166 members 
Mstep: Class 2 contains 35381 members 
Mstep: Class 3 contains 101452 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14093 members 
Mstep: Class 6 contains 19045 members 
Mstep: Class 7 contains 19157 members 
Mstep: Class 8 contains 30904 members 
Mstep: Class 9 contains 27558 members 
Mstep: Class 10 contains 132102 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91462 members 
Mstep: Class 13 contains 206411 members 
Mstep: Class 14 contains 2061 members 
Mstep: Class 15 contains 12965 members 
Mstep: Class 16 contains 57241 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13669 members 
Mstep: Class 19 contains 3061 members 
Mstep: Class 20 contains 8647 members 
Mstep: Class 21 contains 3664 members 
Mstep: Class 22 contains 4608 members 
Mstep: Class 23 contains 232592 members 
Mstep: Class 24 contains 5565 members 
Mstep: Class 25 contains 41335 members 
Mstep: Class 26 contains 4737 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13716 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7913 members 
Mstep: Class 32 contains 2597 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11404 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3771 members 
Mstep: Class 38 contains 17181 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5065 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10491 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303136.000000 Penalty: 151038.062500
Iteration 165Q: 44 clusters Score -1.023031e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252163 members 
Mstep: Class 2 contains 35379 members 
Mstep: Class 3 contains 101455 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 14093 members 
Mstep: Class 6 contains 19034 members 
Mstep: Class 7 contains 19156 members 
Mstep: Class 8 contains 30896 members 
Mstep: Class 9 contains 27559 members 
Mstep: Class 10 contains 132101 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91464 members 
Mstep: Class 13 contains 206410 members 
Mstep: Class 14 contains 2063 members 
Mstep: Class 15 contains 12964 members 
Mstep: Class 16 contains 57241 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13679 members 
Mstep: Class 19 contains 3060 members 
Mstep: Class 20 contains 8648 members 
Mstep: Class 21 contains 3665 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 232593 members 
Mstep: Class 24 contains 5564 members 
Mstep: Class 25 contains 41340 members 
Mstep: Class 26 contains 4737 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13715 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7915 members 
Mstep: Class 32 contains 2597 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11395 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3772 members 
Mstep: Class 38 contains 17182 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5070 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10495 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303064.000000 Penalty: 151038.062500
Iteration 166Q: 44 clusters Score -1.023031e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252162 members 
Mstep: Class 2 contains 35378 members 
Mstep: Class 3 contains 101460 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14089 members 
Mstep: Class 6 contains 19029 members 
Mstep: Class 7 contains 19151 members 
Mstep: Class 8 contains 30890 members 
Mstep: Class 9 contains 27559 members 
Mstep: Class 10 contains 132101 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91468 members 
Mstep: Class 13 contains 206409 members 
Mstep: Class 14 contains 2064 members 
Mstep: Class 15 contains 12963 members 
Mstep: Class 16 contains 57241 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13686 members 
Mstep: Class 19 contains 3060 members 
Mstep: Class 20 contains 8647 members 
Mstep: Class 21 contains 3666 members 
Mstep: Class 22 contains 4611 members 
Mstep: Class 23 contains 232599 members 
Mstep: Class 24 contains 5564 members 
Mstep: Class 25 contains 41336 members 
Mstep: Class 26 contains 4736 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13704 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7917 members 
Mstep: Class 32 contains 2597 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11393 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3773 members 
Mstep: Class 38 contains 17182 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5072 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10506 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303024.000000 Penalty: 151038.062500
Iteration 167Q: 44 clusters Score -1.02303e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252159 members 
Mstep: Class 2 contains 35377 members 
Mstep: Class 3 contains 101465 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14081 members 
Mstep: Class 6 contains 19027 members 
Mstep: Class 7 contains 19151 members 
Mstep: Class 8 contains 30879 members 
Mstep: Class 9 contains 27559 members 
Mstep: Class 10 contains 132100 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91473 members 
Mstep: Class 13 contains 206407 members 
Mstep: Class 14 contains 2062 members 
Mstep: Class 15 contains 12962 members 
Mstep: Class 16 contains 57237 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13701 members 
Mstep: Class 19 contains 3058 members 
Mstep: Class 20 contains 8647 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4615 members 
Mstep: Class 23 contains 232606 members 
Mstep: Class 24 contains 5564 members 
Mstep: Class 25 contains 41332 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13698 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7920 members 
Mstep: Class 32 contains 2597 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11391 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3772 members 
Mstep: Class 38 contains 17183 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5074 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10514 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303080.000000 Penalty: 151038.062500
Iteration 168Q: 44 clusters Score -1.023031e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252156 members 
Mstep: Class 2 contains 35375 members 
Mstep: Class 3 contains 101466 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14080 members 
Mstep: Class 6 contains 19021 members 
Mstep: Class 7 contains 19153 members 
Mstep: Class 8 contains 30873 members 
Mstep: Class 9 contains 27560 members 
Mstep: Class 10 contains 132100 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91477 members 
Mstep: Class 13 contains 206405 members 
Mstep: Class 14 contains 2063 members 
Mstep: Class 15 contains 12963 members 
Mstep: Class 16 contains 57233 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13715 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8647 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 232606 members 
Mstep: Class 24 contains 5564 members 
Mstep: Class 25 contains 41340 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13690 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7925 members 
Mstep: Class 32 contains 2597 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11385 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3772 members 
Mstep: Class 38 contains 17184 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5075 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10516 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303056.000000 Penalty: 151038.062500
Iteration 169Q: 44 clusters Score -1.023031e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252147 members 
Mstep: Class 2 contains 35374 members 
Mstep: Class 3 contains 101466 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14077 members 
Mstep: Class 6 contains 19020 members 
Mstep: Class 7 contains 19156 members 
Mstep: Class 8 contains 30868 members 
Mstep: Class 9 contains 27560 members 
Mstep: Class 10 contains 132105 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91482 members 
Mstep: Class 13 contains 206402 members 
Mstep: Class 14 contains 2063 members 
Mstep: Class 15 contains 12963 members 
Mstep: Class 16 contains 57228 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13727 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8647 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4612 members 
Mstep: Class 23 contains 232610 members 
Mstep: Class 24 contains 5564 members 
Mstep: Class 25 contains 41341 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13682 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7927 members 
Mstep: Class 32 contains 2598 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11386 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3771 members 
Mstep: Class 38 contains 17186 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5074 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10518 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303080.000000 Penalty: 151038.062500
Iteration 170Q: 44 clusters Score -1.023031e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252134 members 
Mstep: Class 2 contains 35372 members 
Mstep: Class 3 contains 101468 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14074 members 
Mstep: Class 6 contains 19021 members 
Mstep: Class 7 contains 19158 members 
Mstep: Class 8 contains 30868 members 
Mstep: Class 9 contains 27560 members 
Mstep: Class 10 contains 132103 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91482 members 
Mstep: Class 13 contains 206401 members 
Mstep: Class 14 contains 2065 members 
Mstep: Class 15 contains 12963 members 
Mstep: Class 16 contains 57226 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13738 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8647 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4609 members 
Mstep: Class 23 contains 232618 members 
Mstep: Class 24 contains 5564 members 
Mstep: Class 25 contains 41341 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13675 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7931 members 
Mstep: Class 32 contains 2598 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11381 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3769 members 
Mstep: Class 38 contains 17190 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5076 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10522 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303016.000000 Penalty: 151038.062500
Iteration 171Q: 44 clusters Score -1.02303e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252130 members 
Mstep: Class 2 contains 35368 members 
Mstep: Class 3 contains 101469 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14070 members 
Mstep: Class 6 contains 19027 members 
Mstep: Class 7 contains 19159 members 
Mstep: Class 8 contains 30863 members 
Mstep: Class 9 contains 27561 members 
Mstep: Class 10 contains 132104 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91479 members 
Mstep: Class 13 contains 206400 members 
Mstep: Class 14 contains 2065 members 
Mstep: Class 15 contains 12963 members 
Mstep: Class 16 contains 57224 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13743 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8647 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4607 members 
Mstep: Class 23 contains 232624 members 
Mstep: Class 24 contains 5564 members 
Mstep: Class 25 contains 41345 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13671 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7933 members 
Mstep: Class 32 contains 2598 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11375 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3766 members 
Mstep: Class 38 contains 17194 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5078 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10527 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303080.000000 Penalty: 151038.062500
Iteration 172Q: 44 clusters Score -1.023031e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252127 members 
Mstep: Class 2 contains 35364 members 
Mstep: Class 3 contains 101470 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14068 members 
Mstep: Class 6 contains 19027 members 
Mstep: Class 7 contains 19157 members 
Mstep: Class 8 contains 30861 members 
Mstep: Class 9 contains 27562 members 
Mstep: Class 10 contains 132106 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91483 members 
Mstep: Class 13 contains 206401 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 12963 members 
Mstep: Class 16 contains 57220 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13745 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8647 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4608 members 
Mstep: Class 23 contains 232627 members 
Mstep: Class 24 contains 5565 members 
Mstep: Class 25 contains 41346 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13667 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7935 members 
Mstep: Class 32 contains 2597 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11369 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3764 members 
Mstep: Class 38 contains 17195 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5078 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10536 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302992.000000 Penalty: 151038.062500
Iteration 173Q: 44 clusters Score -1.02303e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252125 members 
Mstep: Class 2 contains 35360 members 
Mstep: Class 3 contains 101470 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14067 members 
Mstep: Class 6 contains 19027 members 
Mstep: Class 7 contains 19159 members 
Mstep: Class 8 contains 30857 members 
Mstep: Class 9 contains 27564 members 
Mstep: Class 10 contains 132107 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91486 members 
Mstep: Class 13 contains 206399 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 12963 members 
Mstep: Class 16 contains 57216 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13746 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8646 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 232634 members 
Mstep: Class 24 contains 5565 members 
Mstep: Class 25 contains 41345 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13666 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7937 members 
Mstep: Class 32 contains 2595 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11365 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3763 members 
Mstep: Class 38 contains 17195 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5076 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10541 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303024.000000 Penalty: 151038.062500
Iteration 174Q: 44 clusters Score -1.02303e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252123 members 
Mstep: Class 2 contains 35355 members 
Mstep: Class 3 contains 101470 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14067 members 
Mstep: Class 6 contains 19024 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 30851 members 
Mstep: Class 9 contains 27566 members 
Mstep: Class 10 contains 132108 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91490 members 
Mstep: Class 13 contains 206399 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 12963 members 
Mstep: Class 16 contains 57218 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13746 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8646 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4614 members 
Mstep: Class 23 contains 232638 members 
Mstep: Class 24 contains 5565 members 
Mstep: Class 25 contains 41346 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13661 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7942 members 
Mstep: Class 32 contains 2594 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11358 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3763 members 
Mstep: Class 38 contains 17195 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5076 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10549 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303000.000000 Penalty: 151038.062500
Iteration 175Q: 44 clusters Score -1.02303e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252120 members 
Mstep: Class 2 contains 35350 members 
Mstep: Class 3 contains 101469 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14067 members 
Mstep: Class 6 contains 19020 members 
Mstep: Class 7 contains 19159 members 
Mstep: Class 8 contains 30848 members 
Mstep: Class 9 contains 27566 members 
Mstep: Class 10 contains 132110 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91490 members 
Mstep: Class 13 contains 206397 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 12963 members 
Mstep: Class 16 contains 57219 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13752 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8646 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 232646 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 41347 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13658 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7943 members 
Mstep: Class 32 contains 2594 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11357 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 17196 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5077 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10553 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303008.000000 Penalty: 151038.062500
Iteration 176Q: 44 clusters Score -1.02303e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252114 members 
Mstep: Class 2 contains 35349 members 
Mstep: Class 3 contains 101470 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14067 members 
Mstep: Class 6 contains 19017 members 
Mstep: Class 7 contains 19158 members 
Mstep: Class 8 contains 30847 members 
Mstep: Class 9 contains 27564 members 
Mstep: Class 10 contains 132112 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91489 members 
Mstep: Class 13 contains 206397 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 12963 members 
Mstep: Class 16 contains 57218 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13756 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8646 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 232656 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 41343 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13658 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7943 members 
Mstep: Class 32 contains 2595 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11358 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 17196 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5077 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10554 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303056.000000 Penalty: 151038.062500
Iteration 177Q: 44 clusters Score -1.023031e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252104 members 
Mstep: Class 2 contains 35349 members 
Mstep: Class 3 contains 101469 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14067 members 
Mstep: Class 6 contains 19016 members 
Mstep: Class 7 contains 19159 members 
Mstep: Class 8 contains 30849 members 
Mstep: Class 9 contains 27566 members 
Mstep: Class 10 contains 132111 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91490 members 
Mstep: Class 13 contains 206395 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 12963 members 
Mstep: Class 16 contains 57217 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13758 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8646 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 232662 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 41341 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13658 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7945 members 
Mstep: Class 32 contains 2594 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11362 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 17196 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5076 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10554 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303024.000000 Penalty: 151038.062500
Iteration 178Q: 44 clusters Score -1.02303e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252101 members 
Mstep: Class 2 contains 35349 members 
Mstep: Class 3 contains 101469 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14066 members 
Mstep: Class 6 contains 19013 members 
Mstep: Class 7 contains 19159 members 
Mstep: Class 8 contains 30847 members 
Mstep: Class 9 contains 27567 members 
Mstep: Class 10 contains 132113 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91494 members 
Mstep: Class 13 contains 206395 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 12963 members 
Mstep: Class 16 contains 57215 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13759 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8646 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 232663 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 41341 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13658 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7946 members 
Mstep: Class 32 contains 2593 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11364 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 977 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 17196 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5076 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10554 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302984.000000 Penalty: 151038.062500
Iteration 179Q: 44 clusters Score -1.02303e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252099 members 
Mstep: Class 2 contains 35349 members 
Mstep: Class 3 contains 101468 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14064 members 
Mstep: Class 6 contains 19013 members 
Mstep: Class 7 contains 19159 members 
Mstep: Class 8 contains 30847 members 
Mstep: Class 9 contains 27569 members 
Mstep: Class 10 contains 132114 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91495 members 
Mstep: Class 13 contains 206395 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 12963 members 
Mstep: Class 16 contains 57215 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13759 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8646 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 232666 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 41343 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13658 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7946 members 
Mstep: Class 32 contains 2591 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11365 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 976 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 17196 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5075 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10553 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303016.000000 Penalty: 151038.062500
Iteration 180F: 44 clusters Score -1.02303e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252095 members 
Mstep: Class 2 contains 35349 members 
Mstep: Class 3 contains 101468 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14064 members 
Mstep: Class 6 contains 19012 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 30848 members 
Mstep: Class 9 contains 27570 members 
Mstep: Class 10 contains 132112 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91497 members 
Mstep: Class 13 contains 206394 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 12963 members 
Mstep: Class 16 contains 57215 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13760 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8646 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 232670 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 41343 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13658 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7946 members 
Mstep: Class 32 contains 2589 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11366 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 975 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 17196 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5075 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10553 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303024.000000 Penalty: 151038.062500
Iteration 181Q: 44 clusters Score -1.02303e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252090 members 
Mstep: Class 2 contains 35349 members 
Mstep: Class 3 contains 101468 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14064 members 
Mstep: Class 6 contains 19011 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 30848 members 
Mstep: Class 9 contains 27571 members 
Mstep: Class 10 contains 132112 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91501 members 
Mstep: Class 13 contains 206394 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 12962 members 
Mstep: Class 16 contains 57215 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13760 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8646 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 232673 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 41343 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13658 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7946 members 
Mstep: Class 32 contains 2588 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11366 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 975 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 17196 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5075 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10553 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302944.000000 Penalty: 151038.062500
Iteration 182Q: 44 clusters Score -1.023029e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252084 members 
Mstep: Class 2 contains 35348 members 
Mstep: Class 3 contains 101470 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14064 members 
Mstep: Class 6 contains 19010 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 30850 members 
Mstep: Class 9 contains 27571 members 
Mstep: Class 10 contains 132112 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91503 members 
Mstep: Class 13 contains 206394 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 12961 members 
Mstep: Class 16 contains 57215 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13760 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8646 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 232675 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 41343 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13658 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7947 members 
Mstep: Class 32 contains 2588 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11366 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 975 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 17196 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5075 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10553 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302960.000000 Penalty: 151038.062500
Iteration 183Q: 44 clusters Score -1.02303e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252085 members 
Mstep: Class 2 contains 35348 members 
Mstep: Class 3 contains 101471 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14064 members 
Mstep: Class 6 contains 19010 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 30849 members 
Mstep: Class 9 contains 27572 members 
Mstep: Class 10 contains 132112 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91502 members 
Mstep: Class 13 contains 206394 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 12961 members 
Mstep: Class 16 contains 57215 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13760 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8646 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 232675 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 41342 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13658 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7947 members 
Mstep: Class 32 contains 2588 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11366 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 975 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 17196 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5075 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10553 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302944.000000 Penalty: 151038.062500
Iteration 184Q: 44 clusters Score -1.023029e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252084 members 
Mstep: Class 2 contains 35348 members 
Mstep: Class 3 contains 101471 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14064 members 
Mstep: Class 6 contains 19010 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 30848 members 
Mstep: Class 9 contains 27572 members 
Mstep: Class 10 contains 132112 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91504 members 
Mstep: Class 13 contains 206394 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 12961 members 
Mstep: Class 16 contains 57215 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13760 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8646 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 232675 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 41342 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13658 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7947 members 
Mstep: Class 32 contains 2588 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11366 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 975 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 17196 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5075 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10553 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302944.000000 Penalty: 151038.062500
Iteration 185Q: 44 clusters Score -1.023029e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252081 members 
Mstep: Class 2 contains 35348 members 
Mstep: Class 3 contains 101471 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14064 members 
Mstep: Class 6 contains 19010 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 30848 members 
Mstep: Class 9 contains 27572 members 
Mstep: Class 10 contains 132110 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91508 members 
Mstep: Class 13 contains 206394 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 12961 members 
Mstep: Class 16 contains 57215 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13760 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8646 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 232676 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 41342 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13658 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7947 members 
Mstep: Class 32 contains 2588 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11366 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 975 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 17196 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5075 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10553 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302976.000000 Penalty: 151038.062500
Iteration 186Q: 44 clusters Score -1.02303e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252078 members 
Mstep: Class 2 contains 35348 members 
Mstep: Class 3 contains 101471 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14064 members 
Mstep: Class 6 contains 19010 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 30849 members 
Mstep: Class 9 contains 27572 members 
Mstep: Class 10 contains 132110 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91508 members 
Mstep: Class 13 contains 206394 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 12961 members 
Mstep: Class 16 contains 57215 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13760 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8646 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 232678 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 41342 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13658 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7947 members 
Mstep: Class 32 contains 2588 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11366 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 975 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 17196 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5075 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10553 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303008.000000 Penalty: 151038.062500
Iteration 187Q: 44 clusters Score -1.02303e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252076 members 
Mstep: Class 2 contains 35348 members 
Mstep: Class 3 contains 101472 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14064 members 
Mstep: Class 6 contains 19010 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 30849 members 
Mstep: Class 9 contains 27572 members 
Mstep: Class 10 contains 132110 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91507 members 
Mstep: Class 13 contains 206394 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 12961 members 
Mstep: Class 16 contains 57215 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13760 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8646 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 232680 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 41342 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13658 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7947 members 
Mstep: Class 32 contains 2588 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11366 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 975 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 17196 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5075 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10553 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303024.000000 Penalty: 151038.062500
Iteration 188Q: 44 clusters Score -1.02303e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252076 members 
Mstep: Class 2 contains 35348 members 
Mstep: Class 3 contains 101472 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14064 members 
Mstep: Class 6 contains 19010 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 30849 members 
Mstep: Class 9 contains 27572 members 
Mstep: Class 10 contains 132110 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91506 members 
Mstep: Class 13 contains 206394 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 12961 members 
Mstep: Class 16 contains 57215 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13760 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8646 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 232681 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 41342 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13658 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7947 members 
Mstep: Class 32 contains 2588 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11366 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 975 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 17196 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5075 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10553 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303024.000000 Penalty: 151038.062500
Iteration 189Q: 44 clusters Score -1.02303e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252076 members 
Mstep: Class 2 contains 35348 members 
Mstep: Class 3 contains 101472 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14064 members 
Mstep: Class 6 contains 19010 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 30849 members 
Mstep: Class 9 contains 27572 members 
Mstep: Class 10 contains 132110 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91507 members 
Mstep: Class 13 contains 206394 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 12961 members 
Mstep: Class 16 contains 57215 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13760 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8646 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 232679 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 41343 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13658 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7947 members 
Mstep: Class 32 contains 2588 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11366 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 975 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 17196 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5075 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10553 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303024.000000 Penalty: 151038.062500
Iteration 190Q: 44 clusters Score -1.02303e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252076 members 
Mstep: Class 2 contains 35348 members 
Mstep: Class 3 contains 101471 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14064 members 
Mstep: Class 6 contains 19010 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 30849 members 
Mstep: Class 9 contains 27572 members 
Mstep: Class 10 contains 132110 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91507 members 
Mstep: Class 13 contains 206394 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 12961 members 
Mstep: Class 16 contains 57215 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13760 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8646 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 232680 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 41343 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13658 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7947 members 
Mstep: Class 32 contains 2588 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11366 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 975 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 17196 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5075 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10553 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302992.000000 Penalty: 151038.062500
Iteration 191Q: 44 clusters Score -1.02303e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252076 members 
Mstep: Class 2 contains 35348 members 
Mstep: Class 3 contains 101471 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14064 members 
Mstep: Class 6 contains 19010 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 30849 members 
Mstep: Class 9 contains 27572 members 
Mstep: Class 10 contains 132110 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91507 members 
Mstep: Class 13 contains 206394 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 12961 members 
Mstep: Class 16 contains 57215 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13760 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8646 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 232680 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 41343 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13658 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7947 members 
Mstep: Class 32 contains 2588 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11366 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 975 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 17196 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5075 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10553 members 
Mstep: Class 43 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302992.000000 Penalty: 151038.062500
Iteration 192F: 44 clusters Score -1.02303e+08 nChanged 0
Entering ConstructFrom: 
Score: -102302992.000000 Penalty: 151038.062500
Entering ConstructFrom: 
Trying to split cluster 1 (252076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252076 members 
Entering Unmasked Estep 
Score: -18906478.000000 Penalty: 3084.496338
	Iteration 0F: 2 clusters Score -1.890648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125913 members 
Mstep: Class 2 contains 126163 members 
Entering Unmasked Estep 
Score: -18737984.000000 Penalty: 6168.992676
	Iteration 0F: 3 clusters Score -1.873798e+07 nChanged 121577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123128 members 
Mstep: Class 2 contains 128948 members 
Entering Unmasked Estep 
Score: -18809588.000000 Penalty: 6168.992676
	Iteration 1F: 3 clusters Score -1.880959e+07 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120621 members 
Mstep: Class 2 contains 131455 members 
Entering Unmasked Estep 
Score: -18811270.000000 Penalty: 6168.992676
	Iteration 2Q: 3 clusters Score -1.881127e+07 nChanged 8913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116694 members 
Mstep: Class 2 contains 135382 members 
Entering Unmasked Estep 
Score: -18814234.000000 Penalty: 6168.992676
	Iteration 3Q: 3 clusters Score -1.881423e+07 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110838 members 
Mstep: Class 2 contains 141238 members 
Entering Unmasked Estep 
Score: -18819052.000000 Penalty: 6168.992676
	Iteration 4Q: 3 clusters Score -1.881905e+07 nChanged 14113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102557 members 
Mstep: Class 2 contains 149519 members 
Entering Unmasked Estep 
Score: -18826980.000000 Penalty: 6168.992676
	Iteration 5F: 3 clusters Score -1.882698e+07 nChanged 17064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91629 members 
Mstep: Class 2 contains 160447 members 
Entering Unmasked Estep 
Score: -18837892.000000 Penalty: 6168.992676
	Iteration 6F: 3 clusters Score -1.883789e+07 nChanged 18173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79580 members 
Mstep: Class 2 contains 172496 members 
Entering Unmasked Estep 
Score: -18851258.000000 Penalty: 6168.992676
	Iteration 7F: 3 clusters Score -1.885126e+07 nChanged 17167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68493 members 
Mstep: Class 2 contains 183583 members 
Entering Unmasked Estep 
Score: -18865182.000000 Penalty: 6168.992676
	Iteration 8F: 3 clusters Score -1.886518e+07 nChanged 14613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60586 members 
Mstep: Class 2 contains 191490 members 
Entering Unmasked Estep 
Score: -18878094.000000 Penalty: 6168.992676
	Iteration 9F: 3 clusters Score -1.887809e+07 nChanged 11760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 195814 members 
Entering Unmasked Estep 
Score: -18888602.000000 Penalty: 6168.992676
	Iteration 10Q: 3 clusters Score -1.88886e+07 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 197903 members 
Entering Unmasked Estep 
Score: -18895626.000000 Penalty: 6168.992676
	Iteration 11Q: 3 clusters Score -1.889563e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52611 members 
Mstep: Class 2 contains 199465 members 
Entering Unmasked Estep 
Score: -18899048.000000 Penalty: 6168.992676
	Iteration 12Q: 3 clusters Score -1.889905e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 201063 members 
Entering Unmasked Estep 
Score: -18900984.000000 Penalty: 6168.992676
	Iteration 13Q: 3 clusters Score -1.890098e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 202523 members 
Entering Unmasked Estep 
Score: -18902368.000000 Penalty: 6168.992676
	Iteration 14Q: 3 clusters Score -1.890237e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 203748 members 
Entering Unmasked Estep 
Score: -18903036.000000 Penalty: 6168.992676
	Iteration 15Q: 3 clusters Score -1.890304e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 204780 members 
Entering Unmasked Estep 
Score: -18903508.000000 Penalty: 6168.992676
	Iteration 16Q: 3 clusters Score -1.890351e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 205638 members 
Entering Unmasked Estep 
Score: -18903828.000000 Penalty: 6168.992676
	Iteration 17Q: 3 clusters Score -1.890383e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 206447 members 
Entering Unmasked Estep 
Score: -18904198.000000 Penalty: 6168.992676
	Iteration 18Q: 3 clusters Score -1.89042e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 207214 members 
Entering Unmasked Estep 
Score: -18904398.000000 Penalty: 6168.992676
	Iteration 19Q: 3 clusters Score -1.89044e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 207957 members 
Entering Unmasked Estep 
Score: -18904462.000000 Penalty: 6168.992676
	Iteration 20F: 3 clusters Score -1.890446e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 208660 members 
Entering Unmasked Estep 
Score: -18904590.000000 Penalty: 6168.992676
	Iteration 21Q: 3 clusters Score -1.890459e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 209371 members 
Entering Unmasked Estep 
Score: -18904674.000000 Penalty: 6168.992676
	Iteration 22Q: 3 clusters Score -1.890467e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 210040 members 
Entering Unmasked Estep 
Score: -18904774.000000 Penalty: 6168.992676
	Iteration 23Q: 3 clusters Score -1.890477e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 210668 members 
Entering Unmasked Estep 
Score: -18904762.000000 Penalty: 6168.992676
	Iteration 24Q: 3 clusters Score -1.890476e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 211256 members 
Entering Unmasked Estep 
Score: -18904838.000000 Penalty: 6168.992676
	Iteration 25Q: 3 clusters Score -1.890484e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 211826 members 
Entering Unmasked Estep 
Score: -18904926.000000 Penalty: 6168.992676
	Iteration 26Q: 3 clusters Score -1.890493e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 212384 members 
Entering Unmasked Estep 
Score: -18905026.000000 Penalty: 6168.992676
	Iteration 27Q: 3 clusters Score -1.890503e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 212911 members 
Entering Unmasked Estep 
Score: -18905052.000000 Penalty: 6168.992676
	Iteration 28Q: 3 clusters Score -1.890505e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 213453 members 
Entering Unmasked Estep 
Score: -18905026.000000 Penalty: 6168.992676
	Iteration 29Q: 3 clusters Score -1.890503e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 213972 members 
Entering Unmasked Estep 
Score: -18905134.000000 Penalty: 6168.992676
	Iteration 30Q: 3 clusters Score -1.890513e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 214493 members 
Entering Unmasked Estep 
Score: -18905192.000000 Penalty: 6168.992676
	Iteration 31Q: 3 clusters Score -1.890519e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 214978 members 
Entering Unmasked Estep 
Score: -18905256.000000 Penalty: 6168.992676
	Iteration 32Q: 3 clusters Score -1.890526e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 215467 members 
Entering Unmasked Estep 
Score: -18905244.000000 Penalty: 6168.992676
	Iteration 33Q: 3 clusters Score -1.890524e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 215948 members 
Entering Unmasked Estep 
Score: -18905302.000000 Penalty: 6168.992676
	Iteration 34Q: 3 clusters Score -1.89053e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 216424 members 
Entering Unmasked Estep 
Score: -18905380.000000 Penalty: 6168.992676
	Iteration 35Q: 3 clusters Score -1.890538e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 216899 members 
Entering Unmasked Estep 
Score: -18905420.000000 Penalty: 6168.992676
	Iteration 36Q: 3 clusters Score -1.890542e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 217356 members 
Entering Unmasked Estep 
Score: -18905478.000000 Penalty: 6168.992676
	Iteration 37Q: 3 clusters Score -1.890548e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 217779 members 
Entering Unmasked Estep 
Score: -18905514.000000 Penalty: 6168.992676
	Iteration 38Q: 3 clusters Score -1.890551e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 218179 members 
Entering Unmasked Estep 
Score: -18905550.000000 Penalty: 6168.992676
	Iteration 39Q: 3 clusters Score -1.890555e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 218578 members 
Entering Unmasked Estep 
Score: -18905566.000000 Penalty: 6168.992676
	Iteration 40F: 3 clusters Score -1.890557e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 218964 members 
Entering Unmasked Estep 
Score: -18905542.000000 Penalty: 6168.992676
	Iteration 41Q: 3 clusters Score -1.890554e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 219367 members 
Entering Unmasked Estep 
Score: -18905586.000000 Penalty: 6168.992676
	Iteration 42Q: 3 clusters Score -1.890559e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 219768 members 
Entering Unmasked Estep 
Score: -18905596.000000 Penalty: 6168.992676
	Iteration 43Q: 3 clusters Score -1.89056e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 220141 members 
Entering Unmasked Estep 
Score: -18905610.000000 Penalty: 6168.992676
	Iteration 44Q: 3 clusters Score -1.890561e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 220546 members 
Entering Unmasked Estep 
Score: -18905632.000000 Penalty: 6168.992676
	Iteration 45Q: 3 clusters Score -1.890563e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 220947 members 
Entering Unmasked Estep 
Score: -18905722.000000 Penalty: 6168.992676
	Iteration 46Q: 3 clusters Score -1.890572e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 221343 members 
Entering Unmasked Estep 
Score: -18905750.000000 Penalty: 6168.992676
	Iteration 47Q: 3 clusters Score -1.890575e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 221724 members 
Entering Unmasked Estep 
Score: -18905790.000000 Penalty: 6168.992676
	Iteration 48Q: 3 clusters Score -1.890579e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 222073 members 
Entering Unmasked Estep 
Score: -18905878.000000 Penalty: 6168.992676
	Iteration 49Q: 3 clusters Score -1.890588e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 222388 members 
Entering Unmasked Estep 
Score: -18905916.000000 Penalty: 6168.992676
	Iteration 50Q: 3 clusters Score -1.890592e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 222698 members 
Entering Unmasked Estep 
Score: -18905948.000000 Penalty: 6168.992676
	Iteration 51Q: 3 clusters Score -1.890595e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 222982 members 
Entering Unmasked Estep 
Score: -18905998.000000 Penalty: 6168.992676
	Iteration 52Q: 3 clusters Score -1.8906e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 223239 members 
Entering Unmasked Estep 
Score: -18905944.000000 Penalty: 6168.992676
	Iteration 53Q: 3 clusters Score -1.890594e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 223454 members 
Entering Unmasked Estep 
Score: -18905950.000000 Penalty: 6168.992676
	Iteration 54Q: 3 clusters Score -1.890595e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 223624 members 
Entering Unmasked Estep 
Score: -18905932.000000 Penalty: 6168.992676
	Iteration 55Q: 3 clusters Score -1.890593e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 223814 members 
Entering Unmasked Estep 
Score: -18905996.000000 Penalty: 6168.992676
	Iteration 56Q: 3 clusters Score -1.8906e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 223989 members 
Entering Unmasked Estep 
Score: -18905980.000000 Penalty: 6168.992676
	Iteration 57Q: 3 clusters Score -1.890598e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 224152 members 
Entering Unmasked Estep 
Score: -18905962.000000 Penalty: 6168.992676
	Iteration 58Q: 3 clusters Score -1.890596e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 224314 members 
Entering Unmasked Estep 
Score: -18905974.000000 Penalty: 6168.992676
	Iteration 59Q: 3 clusters Score -1.890597e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 224478 members 
Entering Unmasked Estep 
Score: -18905968.000000 Penalty: 6168.992676
	Iteration 60F: 3 clusters Score -1.890597e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 224628 members 
Entering Unmasked Estep 
Score: -18905960.000000 Penalty: 6168.992676
	Iteration 61Q: 3 clusters Score -1.890596e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 224792 members 
Entering Unmasked Estep 
Score: -18905986.000000 Penalty: 6168.992676
	Iteration 62Q: 3 clusters Score -1.890599e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 224934 members 
Entering Unmasked Estep 
Score: -18905986.000000 Penalty: 6168.992676
	Iteration 63Q: 3 clusters Score -1.890599e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 225073 members 
Entering Unmasked Estep 
Score: -18905980.000000 Penalty: 6168.992676
	Iteration 64Q: 3 clusters Score -1.890598e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 225214 members 
Entering Unmasked Estep 
Score: -18905960.000000 Penalty: 6168.992676
	Iteration 65Q: 3 clusters Score -1.890596e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 225332 members 
Entering Unmasked Estep 
Score: -18905974.000000 Penalty: 6168.992676
	Iteration 66Q: 3 clusters Score -1.890597e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 225445 members 
Entering Unmasked Estep 
Score: -18906020.000000 Penalty: 6168.992676
	Iteration 67Q: 3 clusters Score -1.890602e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 225556 members 
Entering Unmasked Estep 
Score: -18906060.000000 Penalty: 6168.992676
	Iteration 68Q: 3 clusters Score -1.890606e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 225657 members 
Entering Unmasked Estep 
Score: -18906086.000000 Penalty: 6168.992676
	Iteration 69Q: 3 clusters Score -1.890609e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 225755 members 
Entering Unmasked Estep 
Score: -18906094.000000 Penalty: 6168.992676
	Iteration 70Q: 3 clusters Score -1.890609e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 225852 members 
Entering Unmasked Estep 
Score: -18906092.000000 Penalty: 6168.992676
	Iteration 71Q: 3 clusters Score -1.890609e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 225947 members 
Entering Unmasked Estep 
Score: -18906072.000000 Penalty: 6168.992676
	Iteration 72Q: 3 clusters Score -1.890607e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 226026 members 
Entering Unmasked Estep 
Score: -18906030.000000 Penalty: 6168.992676
	Iteration 73Q: 3 clusters Score -1.890603e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 226106 members 
Entering Unmasked Estep 
Score: -18906062.000000 Penalty: 6168.992676
	Iteration 74Q: 3 clusters Score -1.890606e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 226177 members 
Entering Unmasked Estep 
Score: -18906056.000000 Penalty: 6168.992676
	Iteration 75Q: 3 clusters Score -1.890606e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 226233 members 
Entering Unmasked Estep 
Score: -18906034.000000 Penalty: 6168.992676
	Iteration 76Q: 3 clusters Score -1.890603e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 226285 members 
Entering Unmasked Estep 
Score: -18906038.000000 Penalty: 6168.992676
	Iteration 77Q: 3 clusters Score -1.890604e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 226334 members 
Entering Unmasked Estep 
Score: -18906078.000000 Penalty: 6168.992676
	Iteration 78Q: 3 clusters Score -1.890608e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 226379 members 
Entering Unmasked Estep 
Score: -18906078.000000 Penalty: 6168.992676
	Iteration 79Q: 3 clusters Score -1.890608e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 226434 members 
Entering Unmasked Estep 
Score: -18906078.000000 Penalty: 6168.992676
	Iteration 80F: 3 clusters Score -1.890608e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 226491 members 
Entering Unmasked Estep 
Score: -18906090.000000 Penalty: 6168.992676
	Iteration 81Q: 3 clusters Score -1.890609e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 226560 members 
Entering Unmasked Estep 
Score: -18906078.000000 Penalty: 6168.992676
	Iteration 82Q: 3 clusters Score -1.890608e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 226617 members 
Entering Unmasked Estep 
Score: -18906086.000000 Penalty: 6168.992676
	Iteration 83Q: 3 clusters Score -1.890609e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 226664 members 
Entering Unmasked Estep 
Score: -18906106.000000 Penalty: 6168.992676
	Iteration 84Q: 3 clusters Score -1.890611e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 226703 members 
Entering Unmasked Estep 
Score: -18906074.000000 Penalty: 6168.992676
	Iteration 85Q: 3 clusters Score -1.890607e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 226741 members 
Entering Unmasked Estep 
Score: -18906080.000000 Penalty: 6168.992676
	Iteration 86Q: 3 clusters Score -1.890608e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 226773 members 
Entering Unmasked Estep 
Score: -18906094.000000 Penalty: 6168.992676
	Iteration 87Q: 3 clusters Score -1.890609e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 226800 members 
Entering Unmasked Estep 
Score: -18906122.000000 Penalty: 6168.992676
	Iteration 88Q: 3 clusters Score -1.890612e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 226828 members 
Entering Unmasked Estep 
Score: -18906116.000000 Penalty: 6168.992676
	Iteration 89Q: 3 clusters Score -1.890612e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 226856 members 
Entering Unmasked Estep 
Score: -18906106.000000 Penalty: 6168.992676
	Iteration 90Q: 3 clusters Score -1.890611e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 226880 members 
Entering Unmasked Estep 
Score: -18906140.000000 Penalty: 6168.992676
	Iteration 91Q: 3 clusters Score -1.890614e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 226898 members 
Entering Unmasked Estep 
Score: -18906120.000000 Penalty: 6168.992676
	Iteration 92Q: 3 clusters Score -1.890612e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 226922 members 
Entering Unmasked Estep 
Score: -18906122.000000 Penalty: 6168.992676
	Iteration 93Q: 3 clusters Score -1.890612e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 226938 members 
Entering Unmasked Estep 
Score: -18906118.000000 Penalty: 6168.992676
	Iteration 94Q: 3 clusters Score -1.890612e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 226951 members 
Entering Unmasked Estep 
Score: -18906124.000000 Penalty: 6168.992676
	Iteration 95Q: 3 clusters Score -1.890612e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 226964 members 
Entering Unmasked Estep 
Score: -18906110.000000 Penalty: 6168.992676
	Iteration 96Q: 3 clusters Score -1.890611e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 226980 members 
Entering Unmasked Estep 
Score: -18906132.000000 Penalty: 6168.992676
	Iteration 97Q: 3 clusters Score -1.890613e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 226994 members 
Entering Unmasked Estep 
Score: -18906108.000000 Penalty: 6168.992676
	Iteration 98Q: 3 clusters Score -1.890611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 227004 members 
Entering Unmasked Estep 
Score: -18906118.000000 Penalty: 6168.992676
	Iteration 99Q: 3 clusters Score -1.890612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 227010 members 
Entering Unmasked Estep 
Score: -18906128.000000 Penalty: 6168.992676
	Iteration 100F: 3 clusters Score -1.890613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 227013 members 
Entering Unmasked Estep 
Score: -18906132.000000 Penalty: 6168.992676
	Iteration 101Q: 3 clusters Score -1.890613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 227014 members 
Entering Unmasked Estep 
Score: -18906138.000000 Penalty: 6168.992676
	Iteration 102Q: 3 clusters Score -1.890614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 227015 members 
Entering Unmasked Estep 
Score: -18906140.000000 Penalty: 6168.992676
	Iteration 103Q: 3 clusters Score -1.890614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 227016 members 
Entering Unmasked Estep 
Score: -18906136.000000 Penalty: 6168.992676
	Iteration 104Q: 3 clusters Score -1.890614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 227019 members 
Entering Unmasked Estep 
Score: -18906138.000000 Penalty: 6168.992676
	Iteration 105Q: 3 clusters Score -1.890614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 227021 members 
Entering Unmasked Estep 
Score: -18906138.000000 Penalty: 6168.992676
	Iteration 106Q: 3 clusters Score -1.890614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 227023 members 
Entering Unmasked Estep 
Score: -18906140.000000 Penalty: 6168.992676
	Iteration 107Q: 3 clusters Score -1.890614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 227025 members 
Entering Unmasked Estep 
Score: -18906138.000000 Penalty: 6168.992676
	Iteration 108Q: 3 clusters Score -1.890614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 227028 members 
Entering Unmasked Estep 
Score: -18906128.000000 Penalty: 6168.992676
	Iteration 109Q: 3 clusters Score -1.890613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 227030 members 
Entering Unmasked Estep 
Score: -18906130.000000 Penalty: 6168.992676
	Iteration 110Q: 3 clusters Score -1.890613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 227034 members 
Entering Unmasked Estep 
Score: -18906138.000000 Penalty: 6168.992676
	Iteration 111Q: 3 clusters Score -1.890614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 227036 members 
Entering Unmasked Estep 
Score: -18906128.000000 Penalty: 6168.992676
	Iteration 112Q: 3 clusters Score -1.890613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 227039 members 
Entering Unmasked Estep 
Score: -18906132.000000 Penalty: 6168.992676
	Iteration 113Q: 3 clusters Score -1.890613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 227045 members 
Entering Unmasked Estep 
Score: -18906130.000000 Penalty: 6168.992676
	Iteration 114Q: 3 clusters Score -1.890613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 227050 members 
Entering Unmasked Estep 
Score: -18906114.000000 Penalty: 6168.992676
	Iteration 115Q: 3 clusters Score -1.890611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 227059 members 
Entering Unmasked Estep 
Score: -18906098.000000 Penalty: 6168.992676
	Iteration 116Q: 3 clusters Score -1.89061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 227068 members 
Entering Unmasked Estep 
Score: -18906112.000000 Penalty: 6168.992676
	Iteration 117Q: 3 clusters Score -1.890611e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 227080 members 
Entering Unmasked Estep 
Score: -18906108.000000 Penalty: 6168.992676
	Iteration 118Q: 3 clusters Score -1.890611e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 227095 members 
Entering Unmasked Estep 
Score: -18906106.000000 Penalty: 6168.992676
	Iteration 119Q: 3 clusters Score -1.890611e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 227112 members 
Entering Unmasked Estep 
Score: -18906088.000000 Penalty: 6168.992676
	Iteration 120F: 3 clusters Score -1.890609e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 227127 members 
Entering Unmasked Estep 
Score: -18906092.000000 Penalty: 6168.992676
	Iteration 121Q: 3 clusters Score -1.890609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 227143 members 
Entering Unmasked Estep 
Score: -18906092.000000 Penalty: 6168.992676
	Iteration 122Q: 3 clusters Score -1.890609e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 227157 members 
Entering Unmasked Estep 
Score: -18906098.000000 Penalty: 6168.992676
	Iteration 123Q: 3 clusters Score -1.89061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 227168 members 
Entering Unmasked Estep 
Score: -18906102.000000 Penalty: 6168.992676
	Iteration 124Q: 3 clusters Score -1.89061e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 227180 members 
Entering Unmasked Estep 
Score: -18906100.000000 Penalty: 6168.992676
	Iteration 125Q: 3 clusters Score -1.89061e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 227191 members 
Entering Unmasked Estep 
Score: -18906104.000000 Penalty: 6168.992676
	Iteration 126Q: 3 clusters Score -1.89061e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 227207 members 
Entering Unmasked Estep 
Score: -18906112.000000 Penalty: 6168.992676
	Iteration 127Q: 3 clusters Score -1.890611e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 227226 members 
Entering Unmasked Estep 
Score: -18906122.000000 Penalty: 6168.992676
	Iteration 128Q: 3 clusters Score -1.890612e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 227249 members 
Entering Unmasked Estep 
Score: -18906126.000000 Penalty: 6168.992676
	Iteration 129Q: 3 clusters Score -1.890613e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 227273 members 
Entering Unmasked Estep 
Score: -18906142.000000 Penalty: 6168.992676
	Iteration 130Q: 3 clusters Score -1.890614e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 227291 members 
Entering Unmasked Estep 
Score: -18906122.000000 Penalty: 6168.992676
	Iteration 131Q: 3 clusters Score -1.890612e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 227307 members 
Entering Unmasked Estep 
Score: -18906128.000000 Penalty: 6168.992676
	Iteration 132Q: 3 clusters Score -1.890613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 227323 members 
Entering Unmasked Estep 
Score: -18906124.000000 Penalty: 6168.992676
	Iteration 133Q: 3 clusters Score -1.890612e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 227338 members 
Entering Unmasked Estep 
Score: -18906132.000000 Penalty: 6168.992676
	Iteration 134Q: 3 clusters Score -1.890613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 227347 members 
Entering Unmasked Estep 
Score: -18906148.000000 Penalty: 6168.992676
	Iteration 135Q: 3 clusters Score -1.890615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 227353 members 
Entering Unmasked Estep 
Score: -18906148.000000 Penalty: 6168.992676
	Iteration 136Q: 3 clusters Score -1.890615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 227358 members 
Entering Unmasked Estep 
Score: -18906156.000000 Penalty: 6168.992676
	Iteration 137Q: 3 clusters Score -1.890616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 227366 members 
Entering Unmasked Estep 
Score: -18906154.000000 Penalty: 6168.992676
	Iteration 138Q: 3 clusters Score -1.890615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 227370 members 
Entering Unmasked Estep 
Score: -18906156.000000 Penalty: 6168.992676
	Iteration 139Q: 3 clusters Score -1.890616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 227373 members 
Entering Unmasked Estep 
Score: -18906162.000000 Penalty: 6168.992676
	Iteration 140F: 3 clusters Score -1.890616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 227374 members 
Entering Unmasked Estep 
Score: -18906166.000000 Penalty: 6168.992676
	Iteration 141Q: 3 clusters Score -1.890617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 227376 members 
Entering Unmasked Estep 
Score: -18906168.000000 Penalty: 6168.992676
	Iteration 142Q: 3 clusters Score -1.890617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 227376 members 
Entering Unmasked Estep 
Score: -18906158.000000 Penalty: 6168.992676
	Iteration 143Q: 3 clusters Score -1.890616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 227378 members 
Entering Unmasked Estep 
Score: -18906158.000000 Penalty: 6168.992676
	Iteration 144Q: 3 clusters Score -1.890616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 227380 members 
Entering Unmasked Estep 
Score: -18906156.000000 Penalty: 6168.992676
	Iteration 145Q: 3 clusters Score -1.890616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 227381 members 
Entering Unmasked Estep 
Score: -18906162.000000 Penalty: 6168.992676
	Iteration 146Q: 3 clusters Score -1.890616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 227381 members 
Entering Unmasked Estep 
Score: -18906162.000000 Penalty: 6168.992676
	Iteration 147F: 3 clusters Score -1.890616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Entering Unmasked Estep 
Score: -2789949.000000 Penalty: 2597.303223
	Iteration 0F: 2 clusters Score -2789949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2765880.250000 Penalty: 5194.606445
	Iteration 0F: 3 clusters Score -2765880 nChanged 15971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2774490.250000 Penalty: 5194.606445
	Iteration 1F: 3 clusters Score -2774490 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2774963.750000 Penalty: 5194.606445
	Iteration 2Q: 3 clusters Score -2774964 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2775385.750000 Penalty: 5194.606445
	Iteration 3Q: 3 clusters Score -2775386 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2775775.000000 Penalty: 5194.606445
	Iteration 4Q: 3 clusters Score -2775775 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2776126.000000 Penalty: 5194.606445
	Iteration 5Q: 3 clusters Score -2776126 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2776563.000000 Penalty: 5194.606445
	Iteration 6Q: 3 clusters Score -2776563 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2776989.750000 Penalty: 5194.606445
	Iteration 7Q: 3 clusters Score -2776990 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2777474.250000 Penalty: 5194.606445
	Iteration 8Q: 3 clusters Score -2777474 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2778067.000000 Penalty: 5194.606445
	Iteration 9Q: 3 clusters Score -2778067 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2778766.500000 Penalty: 5194.606445
	Iteration 10Q: 3 clusters Score -2778766 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2779587.750000 Penalty: 5194.606445
	Iteration 11Q: 3 clusters Score -2779588 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2780618.000000 Penalty: 5194.606445
	Iteration 12Q: 3 clusters Score -2780618 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2781739.750000 Penalty: 5194.606445
	Iteration 13Q: 3 clusters Score -2781740 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2782883.000000 Penalty: 5194.606445
	Iteration 14Q: 3 clusters Score -2782883 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2783902.000000 Penalty: 5194.606445
	Iteration 15Q: 3 clusters Score -2783902 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2784793.250000 Penalty: 5194.606445
	Iteration 16Q: 3 clusters Score -2784793 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2785501.500000 Penalty: 5194.606445
	Iteration 17Q: 3 clusters Score -2785502 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2786081.000000 Penalty: 5194.606445
	Iteration 18Q: 3 clusters Score -2786081 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2786557.500000 Penalty: 5194.606445
	Iteration 19Q: 3 clusters Score -2786558 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2786929.750000 Penalty: 5194.606445
	Iteration 20F: 3 clusters Score -2786930 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2787200.500000 Penalty: 5194.606445
	Iteration 21Q: 3 clusters Score -2787200 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2787376.250000 Penalty: 5194.606445
	Iteration 22Q: 3 clusters Score -2787376 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2787528.500000 Penalty: 5194.606445
	Iteration 23Q: 3 clusters Score -2787528 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2787646.250000 Penalty: 5194.606445
	Iteration 24Q: 3 clusters Score -2787646 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2787720.250000 Penalty: 5194.606445
	Iteration 25Q: 3 clusters Score -2787720 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2787779.750000 Penalty: 5194.606445
	Iteration 26Q: 3 clusters Score -2787780 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2787839.000000 Penalty: 5194.606445
	Iteration 27Q: 3 clusters Score -2787839 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2787881.000000 Penalty: 5194.606445
	Iteration 28Q: 3 clusters Score -2787881 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2787910.250000 Penalty: 5194.606445
	Iteration 29Q: 3 clusters Score -2787910 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2787929.000000 Penalty: 5194.606445
	Iteration 30Q: 3 clusters Score -2787929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2787945.000000 Penalty: 5194.606445
	Iteration 31Q: 3 clusters Score -2787945 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2787962.500000 Penalty: 5194.606445
	Iteration 32Q: 3 clusters Score -2787962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2787969.000000 Penalty: 5194.606445
	Iteration 33Q: 3 clusters Score -2787969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2787977.500000 Penalty: 5194.606445
	Iteration 34Q: 3 clusters Score -2787978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2787976.500000 Penalty: 5194.606445
	Iteration 35Q: 3 clusters Score -2787976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2787981.500000 Penalty: 5194.606445
	Iteration 36Q: 3 clusters Score -2787982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2787989.000000 Penalty: 5194.606445
	Iteration 37Q: 3 clusters Score -2787989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2787993.000000 Penalty: 5194.606445
	Iteration 38Q: 3 clusters Score -2787993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2787993.500000 Penalty: 5194.606445
	Iteration 39Q: 3 clusters Score -2787994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2787994.500000 Penalty: 5194.606445
	Iteration 40F: 3 clusters Score -2787994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2787999.000000 Penalty: 5194.606445
	Iteration 41Q: 3 clusters Score -2787999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2788002.250000 Penalty: 5194.606445
	Iteration 42Q: 3 clusters Score -2788002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2788011.250000 Penalty: 5194.606445
	Iteration 43Q: 3 clusters Score -2788011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2788015.250000 Penalty: 5194.606445
	Iteration 44Q: 3 clusters Score -2788015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2788015.000000 Penalty: 5194.606445
	Iteration 45Q: 3 clusters Score -2788015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2788026.000000 Penalty: 5194.606445
	Iteration 46Q: 3 clusters Score -2788026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2788032.250000 Penalty: 5194.606445
	Iteration 47Q: 3 clusters Score -2788032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2788034.750000 Penalty: 5194.606445
	Iteration 48Q: 3 clusters Score -2788035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2788037.250000 Penalty: 5194.606445
	Iteration 49Q: 3 clusters Score -2788037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2788042.000000 Penalty: 5194.606445
	Iteration 50Q: 3 clusters Score -2788042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2788046.500000 Penalty: 5194.606445
	Iteration 51Q: 3 clusters Score -2788046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2788047.000000 Penalty: 5194.606445
	Iteration 52Q: 3 clusters Score -2788047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2788048.500000 Penalty: 5194.606445
	Iteration 53Q: 3 clusters Score -2788048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2788047.750000 Penalty: 5194.606445
	Iteration 54Q: 3 clusters Score -2788048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2788047.500000 Penalty: 5194.606445
	Iteration 55Q: 3 clusters Score -2788048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2788046.500000 Penalty: 5194.606445
	Iteration 56Q: 3 clusters Score -2788046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2788046.500000 Penalty: 5194.606445
	Iteration 57F: 3 clusters Score -2788046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101471 members 
Entering Unmasked Estep 
Score: -7751103.000000 Penalty: 2858.827148
	Iteration 0F: 2 clusters Score -7751103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50494 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -7683019.000000 Penalty: 5717.654297
	Iteration 0F: 3 clusters Score -7683019 nChanged 47996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -7710506.000000 Penalty: 5717.654297
	Iteration 1F: 3 clusters Score -7710506 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 56904 members 
Entering Unmasked Estep 
Score: -7711857.000000 Penalty: 5717.654297
	Iteration 2Q: 3 clusters Score -7711857 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 60676 members 
Entering Unmasked Estep 
Score: -7713888.000000 Penalty: 5717.654297
	Iteration 3Q: 3 clusters Score -7713888 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 66160 members 
Entering Unmasked Estep 
Score: -7717449.000000 Penalty: 5717.654297
	Iteration 4F: 3 clusters Score -7717449 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 73384 members 
Entering Unmasked Estep 
Score: -7722994.500000 Penalty: 5717.654297
	Iteration 5F: 3 clusters Score -7722994 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 81641 members 
Entering Unmasked Estep 
Score: -7730304.500000 Penalty: 5717.654297
	Iteration 6F: 3 clusters Score -7730304 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 89396 members 
Entering Unmasked Estep 
Score: -7737664.500000 Penalty: 5717.654297
	Iteration 7F: 3 clusters Score -7737664 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 95181 members 
Entering Unmasked Estep 
Score: -7743098.500000 Penalty: 5717.654297
	Iteration 8F: 3 clusters Score -7743098 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 98499 members 
Entering Unmasked Estep 
Score: -7746263.000000 Penalty: 5717.654297
	Iteration 9Q: 3 clusters Score -7746263 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 99990 members 
Entering Unmasked Estep 
Score: -7747676.500000 Penalty: 5717.654297
	Iteration 10Q: 3 clusters Score -7747676 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 100584 members 
Entering Unmasked Estep 
Score: -7748172.000000 Penalty: 5717.654297
	Iteration 11Q: 3 clusters Score -7748172 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 100793 members 
Entering Unmasked Estep 
Score: -7748387.000000 Penalty: 5717.654297
	Iteration 12Q: 3 clusters Score -7748387 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 100896 members 
Entering Unmasked Estep 
Score: -7748523.500000 Penalty: 5717.654297
	Iteration 13Q: 3 clusters Score -7748524 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 100950 members 
Entering Unmasked Estep 
Score: -7748603.500000 Penalty: 5717.654297
	Iteration 14Q: 3 clusters Score -7748604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 100983 members 
Entering Unmasked Estep 
Score: -7748632.500000 Penalty: 5717.654297
	Iteration 15Q: 3 clusters Score -7748632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 100989 members 
Entering Unmasked Estep 
Score: -7748637.000000 Penalty: 5717.654297
	Iteration 16Q: 3 clusters Score -7748637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 100988 members 
Entering Unmasked Estep 
Score: -7748654.000000 Penalty: 5717.654297
	Iteration 17Q: 3 clusters Score -7748654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 100996 members 
Entering Unmasked Estep 
Score: -7748664.000000 Penalty: 5717.654297
	Iteration 18Q: 3 clusters Score -7748664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 101002 members 
Entering Unmasked Estep 
Score: -7748668.000000 Penalty: 5717.654297
	Iteration 19Q: 3 clusters Score -7748668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 101007 members 
Entering Unmasked Estep 
Score: -7748670.000000 Penalty: 5717.654297
	Iteration 20F: 3 clusters Score -7748670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 101008 members 
Entering Unmasked Estep 
Score: -7748667.000000 Penalty: 5717.654297
	Iteration 21Q: 3 clusters Score -7748667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 101012 members 
Entering Unmasked Estep 
Score: -7748673.000000 Penalty: 5717.654297
	Iteration 22Q: 3 clusters Score -7748673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 101014 members 
Entering Unmasked Estep 
Score: -7748676.500000 Penalty: 5717.654297
	Iteration 23Q: 3 clusters Score -7748676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 101014 members 
Entering Unmasked Estep 
Score: -7748674.500000 Penalty: 5717.654297
	Iteration 24Q: 3 clusters Score -7748674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 101017 members 
Entering Unmasked Estep 
Score: -7748678.500000 Penalty: 5717.654297
	Iteration 25Q: 3 clusters Score -7748678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 101019 members 
Entering Unmasked Estep 
Score: -7748676.000000 Penalty: 5717.654297
	Iteration 26Q: 3 clusters Score -7748676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 101019 members 
Entering Unmasked Estep 
Score: -7748679.000000 Penalty: 5717.654297
	Iteration 27Q: 3 clusters Score -7748679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 101020 members 
Entering Unmasked Estep 
Score: -7748681.000000 Penalty: 5717.654297
	Iteration 28Q: 3 clusters Score -7748681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 101020 members 
Entering Unmasked Estep 
Score: -7748681.000000 Penalty: 5717.654297
	Iteration 29F: 3 clusters Score -7748681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Entering Unmasked Estep 
Score: -134083.687500 Penalty: 1876.445068
	Iteration 0F: 2 clusters Score -134083.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -131477.250000 Penalty: 3752.890137
	Iteration 0F: 3 clusters Score -131477.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -131920.765625 Penalty: 3752.890137
	Iteration 1F: 3 clusters Score -131920.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -132056.750000 Penalty: 3752.890137
	Iteration 2F: 3 clusters Score -132056.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -132127.156250 Penalty: 3752.890137
	Iteration 3Q: 3 clusters Score -132127.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -132174.859375 Penalty: 3752.890137
	Iteration 4Q: 3 clusters Score -132174.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -132216.343750 Penalty: 3752.890137
	Iteration 5Q: 3 clusters Score -132216.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -132245.703125 Penalty: 3752.890137
	Iteration 6Q: 3 clusters Score -132245.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -132269.296875 Penalty: 3752.890137
	Iteration 7Q: 3 clusters Score -132269.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -132298.359375 Penalty: 3752.890137
	Iteration 8Q: 3 clusters Score -132298.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -132339.500000 Penalty: 3752.890137
	Iteration 9Q: 3 clusters Score -132339.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -132390.390625 Penalty: 3752.890137
	Iteration 10Q: 3 clusters Score -132390.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -132459.906250 Penalty: 3752.890137
	Iteration 11Q: 3 clusters Score -132459.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -132542.031250 Penalty: 3752.890137
	Iteration 12Q: 3 clusters Score -132542 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -132649.578125 Penalty: 3752.890137
	Iteration 13Q: 3 clusters Score -132649.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -132793.265625 Penalty: 3752.890137
	Iteration 14Q: 3 clusters Score -132793.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -132983.640625 Penalty: 3752.890137
	Iteration 15Q: 3 clusters Score -132983.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -133089.734375 Penalty: 3752.890137
	Iteration 16Q: 3 clusters Score -133089.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -133169.187500 Penalty: 3752.890137
	Iteration 17Q: 3 clusters Score -133169.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -133239.000000 Penalty: 3752.890137
	Iteration 18Q: 3 clusters Score -133239 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -133285.078125 Penalty: 3752.890137
	Iteration 19Q: 3 clusters Score -133285.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -133323.375000 Penalty: 3752.890137
	Iteration 20F: 3 clusters Score -133323.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -133358.093750 Penalty: 3752.890137
	Iteration 21Q: 3 clusters Score -133358.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -133391.390625 Penalty: 3752.890137
	Iteration 22Q: 3 clusters Score -133391.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -133415.687500 Penalty: 3752.890137
	Iteration 23Q: 3 clusters Score -133415.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -133428.625000 Penalty: 3752.890137
	Iteration 24Q: 3 clusters Score -133428.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -133435.734375 Penalty: 3752.890137
	Iteration 25Q: 3 clusters Score -133435.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -133436.750000 Penalty: 3752.890137
	Iteration 26Q: 3 clusters Score -133436.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -133436.750000 Penalty: 3752.890137
	Iteration 27F: 3 clusters Score -133436.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Entering Unmasked Estep 
Score: -1037612.375000 Penalty: 2368.740723
	Iteration 0F: 2 clusters Score -1037612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1027341.437500 Penalty: 4737.481445
	Iteration 0F: 3 clusters Score -1027341 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1030544.500000 Penalty: 4737.481445
	Iteration 1F: 3 clusters Score -1030544 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1030931.312500 Penalty: 4737.481445
	Iteration 2F: 3 clusters Score -1030931 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1031271.687500 Penalty: 4737.481445
	Iteration 3F: 3 clusters Score -1031272 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1031550.250000 Penalty: 4737.481445
	Iteration 4Q: 3 clusters Score -1031550 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1031812.437500 Penalty: 4737.481445
	Iteration 5Q: 3 clusters Score -1031812 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1032103.375000 Penalty: 4737.481445
	Iteration 6Q: 3 clusters Score -1032103 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1032458.000000 Penalty: 4737.481445
	Iteration 7Q: 3 clusters Score -1032458 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1032834.125000 Penalty: 4737.481445
	Iteration 8Q: 3 clusters Score -1032834 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1033229.562500 Penalty: 4737.481445
	Iteration 9Q: 3 clusters Score -1033230 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1033678.312500 Penalty: 4737.481445
	Iteration 10Q: 3 clusters Score -1033678 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1034106.000000 Penalty: 4737.481445
	Iteration 11Q: 3 clusters Score -1034106 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1034487.500000 Penalty: 4737.481445
	Iteration 12Q: 3 clusters Score -1034488 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1034845.250000 Penalty: 4737.481445
	Iteration 13Q: 3 clusters Score -1034845 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1035118.437500 Penalty: 4737.481445
	Iteration 14Q: 3 clusters Score -1035118 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1035344.687500 Penalty: 4737.481445
	Iteration 15Q: 3 clusters Score -1035345 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1035510.000000 Penalty: 4737.481445
	Iteration 16Q: 3 clusters Score -1035510 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1035653.625000 Penalty: 4737.481445
	Iteration 17Q: 3 clusters Score -1035654 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1035725.125000 Penalty: 4737.481445
	Iteration 18Q: 3 clusters Score -1035725 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1035773.312500 Penalty: 4737.481445
	Iteration 19Q: 3 clusters Score -1035773 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1035800.875000 Penalty: 4737.481445
	Iteration 20F: 3 clusters Score -1035801 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1035825.000000 Penalty: 4737.481445
	Iteration 21Q: 3 clusters Score -1035825 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1035843.937500 Penalty: 4737.481445
	Iteration 22Q: 3 clusters Score -1035844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1035854.937500 Penalty: 4737.481445
	Iteration 23Q: 3 clusters Score -1035855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -1035864.437500 Penalty: 4737.481445
	Iteration 24Q: 3 clusters Score -1035864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1035870.562500 Penalty: 4737.481445
	Iteration 25Q: 3 clusters Score -1035871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1035879.937500 Penalty: 4737.481445
	Iteration 26Q: 3 clusters Score -1035880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1035887.437500 Penalty: 4737.481445
	Iteration 27Q: 3 clusters Score -1035887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1035886.687500 Penalty: 4737.481445
	Iteration 28Q: 3 clusters Score -1035887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1035889.687500 Penalty: 4737.481445
	Iteration 29Q: 3 clusters Score -1035890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1035891.375000 Penalty: 4737.481445
	Iteration 30Q: 3 clusters Score -1035891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1035893.687500 Penalty: 4737.481445
	Iteration 31Q: 3 clusters Score -1035894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1035892.812500 Penalty: 4737.481445
	Iteration 32Q: 3 clusters Score -1035893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1035892.812500 Penalty: 4737.481445
	Iteration 33F: 3 clusters Score -1035893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -1365922.125000 Penalty: 2443.474609
	Iteration 0F: 2 clusters Score -1365922 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 9656 members 
Entering Unmasked Estep 
Score: -1352534.125000 Penalty: 4886.949219
	Iteration 0F: 3 clusters Score -1352534 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1357042.500000 Penalty: 4886.949219
	Iteration 1F: 3 clusters Score -1357042 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1358016.625000 Penalty: 4886.949219
	Iteration 2F: 3 clusters Score -1358017 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1359215.125000 Penalty: 4886.949219
	Iteration 3F: 3 clusters Score -1359215 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1360545.750000 Penalty: 4886.949219
	Iteration 4F: 3 clusters Score -1360546 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1361694.875000 Penalty: 4886.949219
	Iteration 5F: 3 clusters Score -1361695 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1362595.750000 Penalty: 4886.949219
	Iteration 6F: 3 clusters Score -1362596 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1363254.000000 Penalty: 4886.949219
	Iteration 7Q: 3 clusters Score -1363254 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1363709.875000 Penalty: 4886.949219
	Iteration 8Q: 3 clusters Score -1363710 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -1364014.875000 Penalty: 4886.949219
	Iteration 9Q: 3 clusters Score -1364015 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1364222.500000 Penalty: 4886.949219
	Iteration 10Q: 3 clusters Score -1364222 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1364380.250000 Penalty: 4886.949219
	Iteration 11Q: 3 clusters Score -1364380 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -1364482.875000 Penalty: 4886.949219
	Iteration 12Q: 3 clusters Score -1364483 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -1364566.125000 Penalty: 4886.949219
	Iteration 13Q: 3 clusters Score -1364566 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -1364611.250000 Penalty: 4886.949219
	Iteration 14Q: 3 clusters Score -1364611 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -1364649.625000 Penalty: 4886.949219
	Iteration 15Q: 3 clusters Score -1364650 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -1364670.500000 Penalty: 4886.949219
	Iteration 16Q: 3 clusters Score -1364670 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1364689.250000 Penalty: 4886.949219
	Iteration 17Q: 3 clusters Score -1364689 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -1364702.250000 Penalty: 4886.949219
	Iteration 18Q: 3 clusters Score -1364702 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -1364719.375000 Penalty: 4886.949219
	Iteration 19Q: 3 clusters Score -1364719 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -1364731.375000 Penalty: 4886.949219
	Iteration 20F: 3 clusters Score -1364731 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -1364740.500000 Penalty: 4886.949219
	Iteration 21Q: 3 clusters Score -1364740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -1364753.500000 Penalty: 4886.949219
	Iteration 22Q: 3 clusters Score -1364754 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -1364754.750000 Penalty: 4886.949219
	Iteration 23Q: 3 clusters Score -1364755 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -1364766.375000 Penalty: 4886.949219
	Iteration 24Q: 3 clusters Score -1364766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -1364769.125000 Penalty: 4886.949219
	Iteration 25Q: 3 clusters Score -1364769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -1364770.000000 Penalty: 4886.949219
	Iteration 26Q: 3 clusters Score -1364770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -1364771.000000 Penalty: 4886.949219
	Iteration 27Q: 3 clusters Score -1364771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -1364773.125000 Penalty: 4886.949219
	Iteration 28Q: 3 clusters Score -1364773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -1364778.500000 Penalty: 4886.949219
	Iteration 29Q: 3 clusters Score -1364778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -1364780.000000 Penalty: 4886.949219
	Iteration 30Q: 3 clusters Score -1364780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -1364786.875000 Penalty: 4886.949219
	Iteration 31Q: 3 clusters Score -1364787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -1364792.625000 Penalty: 4886.949219
	Iteration 32Q: 3 clusters Score -1364793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -1364799.125000 Penalty: 4886.949219
	Iteration 33Q: 3 clusters Score -1364799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -1364802.375000 Penalty: 4886.949219
	Iteration 34Q: 3 clusters Score -1364802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -1364806.000000 Penalty: 4886.949219
	Iteration 35Q: 3 clusters Score -1364806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -1364808.250000 Penalty: 4886.949219
	Iteration 36Q: 3 clusters Score -1364808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1364810.500000 Penalty: 4886.949219
	Iteration 37Q: 3 clusters Score -1364810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -1364813.125000 Penalty: 4886.949219
	Iteration 38Q: 3 clusters Score -1364813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -1364814.625000 Penalty: 4886.949219
	Iteration 39Q: 3 clusters Score -1364815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -1364816.375000 Penalty: 4886.949219
	Iteration 40F: 3 clusters Score -1364816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -1364820.375000 Penalty: 4886.949219
	Iteration 41Q: 3 clusters Score -1364820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -1364824.750000 Penalty: 4886.949219
	Iteration 42Q: 3 clusters Score -1364825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -1364824.625000 Penalty: 4886.949219
	Iteration 43Q: 3 clusters Score -1364825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -1364826.250000 Penalty: 4886.949219
	Iteration 44Q: 3 clusters Score -1364826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -1364826.750000 Penalty: 4886.949219
	Iteration 45Q: 3 clusters Score -1364827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -1364829.875000 Penalty: 4886.949219
	Iteration 46Q: 3 clusters Score -1364830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -1364832.875000 Penalty: 4886.949219
	Iteration 47Q: 3 clusters Score -1364833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -1364842.000000 Penalty: 4886.949219
	Iteration 48Q: 3 clusters Score -1364842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -1364852.250000 Penalty: 4886.949219
	Iteration 49Q: 3 clusters Score -1364852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -1364860.500000 Penalty: 4886.949219
	Iteration 50Q: 3 clusters Score -1364860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -1364870.500000 Penalty: 4886.949219
	Iteration 51Q: 3 clusters Score -1364870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -1364881.125000 Penalty: 4886.949219
	Iteration 52Q: 3 clusters Score -1364881 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -1364892.750000 Penalty: 4886.949219
	Iteration 53Q: 3 clusters Score -1364893 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -1364910.250000 Penalty: 4886.949219
	Iteration 54Q: 3 clusters Score -1364910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -1364923.625000 Penalty: 4886.949219
	Iteration 55Q: 3 clusters Score -1364924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -1364928.750000 Penalty: 4886.949219
	Iteration 56Q: 3 clusters Score -1364929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -1364941.125000 Penalty: 4886.949219
	Iteration 57Q: 3 clusters Score -1364941 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -1364952.875000 Penalty: 4886.949219
	Iteration 58Q: 3 clusters Score -1364953 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -1364973.500000 Penalty: 4886.949219
	Iteration 59Q: 3 clusters Score -1364974 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -1365008.750000 Penalty: 4886.949219
	Iteration 60F: 3 clusters Score -1365009 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -1365057.625000 Penalty: 4886.949219
	Iteration 61Q: 3 clusters Score -1365058 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -1365120.125000 Penalty: 4886.949219
	Iteration 62Q: 3 clusters Score -1365120 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -1365184.875000 Penalty: 4886.949219
	Iteration 63Q: 3 clusters Score -1365185 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -1365233.875000 Penalty: 4886.949219
	Iteration 64Q: 3 clusters Score -1365234 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -1365276.750000 Penalty: 4886.949219
	Iteration 65Q: 3 clusters Score -1365277 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -1365301.125000 Penalty: 4886.949219
	Iteration 66Q: 3 clusters Score -1365301 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -1365318.750000 Penalty: 4886.949219
	Iteration 67Q: 3 clusters Score -1365319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -1365332.875000 Penalty: 4886.949219
	Iteration 68Q: 3 clusters Score -1365333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -1365344.000000 Penalty: 4886.949219
	Iteration 69Q: 3 clusters Score -1365344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -1365347.125000 Penalty: 4886.949219
	Iteration 70Q: 3 clusters Score -1365347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -1365349.000000 Penalty: 4886.949219
	Iteration 71Q: 3 clusters Score -1365349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -1365351.625000 Penalty: 4886.949219
	Iteration 72Q: 3 clusters Score -1365352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -1365350.250000 Penalty: 4886.949219
	Iteration 73Q: 3 clusters Score -1365350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -1365351.125000 Penalty: 4886.949219
	Iteration 74Q: 3 clusters Score -1365351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -1365351.750000 Penalty: 4886.949219
	Iteration 75Q: 3 clusters Score -1365352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -1365351.750000 Penalty: 4886.949219
	Iteration 76F: 3 clusters Score -1365352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Entering Unmasked Estep 
Score: -1264186.625000 Penalty: 2445.423828
	Iteration 0F: 2 clusters Score -1264187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1250690.875000 Penalty: 4890.847656
	Iteration 0F: 3 clusters Score -1250691 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1255566.625000 Penalty: 4890.847656
	Iteration 1F: 3 clusters Score -1255567 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1256388.750000 Penalty: 4890.847656
	Iteration 2F: 3 clusters Score -1256389 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1257199.000000 Penalty: 4890.847656
	Iteration 3F: 3 clusters Score -1257199 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1257914.125000 Penalty: 4890.847656
	Iteration 4F: 3 clusters Score -1257914 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1258610.625000 Penalty: 4890.847656
	Iteration 5F: 3 clusters Score -1258611 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1259228.875000 Penalty: 4890.847656
	Iteration 6F: 3 clusters Score -1259229 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1259786.625000 Penalty: 4890.847656
	Iteration 7Q: 3 clusters Score -1259787 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1260261.625000 Penalty: 4890.847656
	Iteration 8Q: 3 clusters Score -1260262 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1260661.000000 Penalty: 4890.847656
	Iteration 9Q: 3 clusters Score -1260661 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1260981.750000 Penalty: 4890.847656
	Iteration 10Q: 3 clusters Score -1260982 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1261281.125000 Penalty: 4890.847656
	Iteration 11Q: 3 clusters Score -1261281 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1261515.125000 Penalty: 4890.847656
	Iteration 12Q: 3 clusters Score -1261515 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1261716.000000 Penalty: 4890.847656
	Iteration 13Q: 3 clusters Score -1261716 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -1261885.125000 Penalty: 4890.847656
	Iteration 14Q: 3 clusters Score -1261885 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -1262035.125000 Penalty: 4890.847656
	Iteration 15Q: 3 clusters Score -1262035 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -1262165.375000 Penalty: 4890.847656
	Iteration 16Q: 3 clusters Score -1262165 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -1262276.750000 Penalty: 4890.847656
	Iteration 17Q: 3 clusters Score -1262277 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -1262350.625000 Penalty: 4890.847656
	Iteration 18Q: 3 clusters Score -1262351 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -1262415.250000 Penalty: 4890.847656
	Iteration 19Q: 3 clusters Score -1262415 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -1262465.875000 Penalty: 4890.847656
	Iteration 20F: 3 clusters Score -1262466 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -1262488.375000 Penalty: 4890.847656
	Iteration 21Q: 3 clusters Score -1262488 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -1262507.375000 Penalty: 4890.847656
	Iteration 22Q: 3 clusters Score -1262507 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -1262524.625000 Penalty: 4890.847656
	Iteration 23Q: 3 clusters Score -1262525 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -1262538.000000 Penalty: 4890.847656
	Iteration 24Q: 3 clusters Score -1262538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -1262547.000000 Penalty: 4890.847656
	Iteration 25Q: 3 clusters Score -1262547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -1262559.250000 Penalty: 4890.847656
	Iteration 26Q: 3 clusters Score -1262559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -1262568.000000 Penalty: 4890.847656
	Iteration 27Q: 3 clusters Score -1262568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -1262565.750000 Penalty: 4890.847656
	Iteration 28Q: 3 clusters Score -1262566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -1262572.250000 Penalty: 4890.847656
	Iteration 29Q: 3 clusters Score -1262572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -1262572.500000 Penalty: 4890.847656
	Iteration 30Q: 3 clusters Score -1262572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -1262576.000000 Penalty: 4890.847656
	Iteration 31Q: 3 clusters Score -1262576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -1262577.000000 Penalty: 4890.847656
	Iteration 32Q: 3 clusters Score -1262577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -1262577.875000 Penalty: 4890.847656
	Iteration 33Q: 3 clusters Score -1262578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -1262577.875000 Penalty: 4890.847656
	Iteration 34F: 3 clusters Score -1262578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Entering Unmasked Estep 
Score: -2041838.125000 Penalty: 2563.541260
	Iteration 0F: 2 clusters Score -2041838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2020743.750000 Penalty: 5127.082520
	Iteration 0F: 3 clusters Score -2020744 nChanged 13904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2028376.375000 Penalty: 5127.082520
	Iteration 1F: 3 clusters Score -2028376 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2028989.125000 Penalty: 5127.082520
	Iteration 2F: 3 clusters Score -2028989 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2029639.625000 Penalty: 5127.082520
	Iteration 3Q: 3 clusters Score -2029640 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2030401.750000 Penalty: 5127.082520
	Iteration 4F: 3 clusters Score -2030402 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2031235.375000 Penalty: 5127.082520
	Iteration 5F: 3 clusters Score -2031235 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2032060.750000 Penalty: 5127.082520
	Iteration 6F: 3 clusters Score -2032061 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2032827.500000 Penalty: 5127.082520
	Iteration 7Q: 3 clusters Score -2032828 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -2033553.375000 Penalty: 5127.082520
	Iteration 8Q: 3 clusters Score -2033553 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -2034206.750000 Penalty: 5127.082520
	Iteration 9Q: 3 clusters Score -2034207 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2034838.875000 Penalty: 5127.082520
	Iteration 10Q: 3 clusters Score -2034839 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2035439.250000 Penalty: 5127.082520
	Iteration 11Q: 3 clusters Score -2035439 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -2035959.250000 Penalty: 5127.082520
	Iteration 12Q: 3 clusters Score -2035959 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -2036385.500000 Penalty: 5127.082520
	Iteration 13Q: 3 clusters Score -2036386 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -2036738.875000 Penalty: 5127.082520
	Iteration 14Q: 3 clusters Score -2036739 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -2037023.375000 Penalty: 5127.082520
	Iteration 15Q: 3 clusters Score -2037023 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -2037259.250000 Penalty: 5127.082520
	Iteration 16Q: 3 clusters Score -2037259 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -2037441.000000 Penalty: 5127.082520
	Iteration 17Q: 3 clusters Score -2037441 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -2037628.375000 Penalty: 5127.082520
	Iteration 18Q: 3 clusters Score -2037628 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -2037814.500000 Penalty: 5127.082520
	Iteration 19Q: 3 clusters Score -2037814 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -2038016.250000 Penalty: 5127.082520
	Iteration 20F: 3 clusters Score -2038016 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -2038229.000000 Penalty: 5127.082520
	Iteration 21Q: 3 clusters Score -2038229 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -2038414.875000 Penalty: 5127.082520
	Iteration 22Q: 3 clusters Score -2038415 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -2038581.875000 Penalty: 5127.082520
	Iteration 23Q: 3 clusters Score -2038582 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -2038712.000000 Penalty: 5127.082520
	Iteration 24Q: 3 clusters Score -2038712 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -2038833.375000 Penalty: 5127.082520
	Iteration 25Q: 3 clusters Score -2038833 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -2038955.875000 Penalty: 5127.082520
	Iteration 26Q: 3 clusters Score -2038956 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -2039061.250000 Penalty: 5127.082520
	Iteration 27Q: 3 clusters Score -2039061 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -2039169.375000 Penalty: 5127.082520
	Iteration 28Q: 3 clusters Score -2039169 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -2039280.750000 Penalty: 5127.082520
	Iteration 29Q: 3 clusters Score -2039281 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -2039385.250000 Penalty: 5127.082520
	Iteration 30Q: 3 clusters Score -2039385 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -2039467.125000 Penalty: 5127.082520
	Iteration 31Q: 3 clusters Score -2039467 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -2039530.250000 Penalty: 5127.082520
	Iteration 32Q: 3 clusters Score -2039530 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -2039575.250000 Penalty: 5127.082520
	Iteration 33Q: 3 clusters Score -2039575 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -2039619.250000 Penalty: 5127.082520
	Iteration 34Q: 3 clusters Score -2039619 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -2039658.000000 Penalty: 5127.082520
	Iteration 35Q: 3 clusters Score -2039658 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -2039707.000000 Penalty: 5127.082520
	Iteration 36Q: 3 clusters Score -2039707 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -2039722.625000 Penalty: 5127.082520
	Iteration 37Q: 3 clusters Score -2039723 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -2039741.250000 Penalty: 5127.082520
	Iteration 38Q: 3 clusters Score -2039741 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -2039750.125000 Penalty: 5127.082520
	Iteration 39Q: 3 clusters Score -2039750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -2039762.125000 Penalty: 5127.082520
	Iteration 40F: 3 clusters Score -2039762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -2039774.375000 Penalty: 5127.082520
	Iteration 41Q: 3 clusters Score -2039774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -2039787.000000 Penalty: 5127.082520
	Iteration 42Q: 3 clusters Score -2039787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -2039796.875000 Penalty: 5127.082520
	Iteration 43Q: 3 clusters Score -2039797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -2039804.375000 Penalty: 5127.082520
	Iteration 44Q: 3 clusters Score -2039804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -2039804.375000 Penalty: 5127.082520
	Iteration 45Q: 3 clusters Score -2039804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -2039811.000000 Penalty: 5127.082520
	Iteration 46Q: 3 clusters Score -2039811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -2039813.375000 Penalty: 5127.082520
	Iteration 47Q: 3 clusters Score -2039813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -2039819.250000 Penalty: 5127.082520
	Iteration 48Q: 3 clusters Score -2039819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -2039819.625000 Penalty: 5127.082520
	Iteration 49Q: 3 clusters Score -2039820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -2039820.000000 Penalty: 5127.082520
	Iteration 50Q: 3 clusters Score -2039820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -2039824.375000 Penalty: 5127.082520
	Iteration 51Q: 3 clusters Score -2039824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -2039822.875000 Penalty: 5127.082520
	Iteration 52Q: 3 clusters Score -2039823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -2039822.625000 Penalty: 5127.082520
	Iteration 53Q: 3 clusters Score -2039823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -2039827.125000 Penalty: 5127.082520
	Iteration 54Q: 3 clusters Score -2039827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -2039827.625000 Penalty: 5127.082520
	Iteration 55Q: 3 clusters Score -2039828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -2039831.750000 Penalty: 5127.082520
	Iteration 56Q: 3 clusters Score -2039832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -2039831.875000 Penalty: 5127.082520
	Iteration 57Q: 3 clusters Score -2039832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -2039834.125000 Penalty: 5127.082520
	Iteration 58Q: 3 clusters Score -2039834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -2039834.875000 Penalty: 5127.082520
	Iteration 59Q: 3 clusters Score -2039835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -2039837.250000 Penalty: 5127.082520
	Iteration 60F: 3 clusters Score -2039837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -2039838.375000 Penalty: 5127.082520
	Iteration 61Q: 3 clusters Score -2039838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -2039838.375000 Penalty: 5127.082520
	Iteration 62F: 3 clusters Score -2039838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Entering Unmasked Estep 
Score: -2063107.625000 Penalty: 2535.689941
	Iteration 0F: 2 clusters Score -2063108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2044189.250000 Penalty: 5071.379883
	Iteration 0F: 3 clusters Score -2044189 nChanged 12378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2050917.375000 Penalty: 5071.379883
	Iteration 1F: 3 clusters Score -2050917 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2051502.750000 Penalty: 5071.379883
	Iteration 2F: 3 clusters Score -2051503 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2052137.750000 Penalty: 5071.379883
	Iteration 3Q: 3 clusters Score -2052138 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2052966.625000 Penalty: 5071.379883
	Iteration 4F: 3 clusters Score -2052967 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2054010.250000 Penalty: 5071.379883
	Iteration 5F: 3 clusters Score -2054010 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2055101.875000 Penalty: 5071.379883
	Iteration 6F: 3 clusters Score -2055102 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2056105.625000 Penalty: 5071.379883
	Iteration 7F: 3 clusters Score -2056106 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2057009.625000 Penalty: 5071.379883
	Iteration 8F: 3 clusters Score -2057010 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2057639.625000 Penalty: 5071.379883
	Iteration 9Q: 3 clusters Score -2057640 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2058054.000000 Penalty: 5071.379883
	Iteration 10Q: 3 clusters Score -2058054 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2058342.000000 Penalty: 5071.379883
	Iteration 11Q: 3 clusters Score -2058342 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2058486.500000 Penalty: 5071.379883
	Iteration 12Q: 3 clusters Score -2058486 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2058591.625000 Penalty: 5071.379883
	Iteration 13Q: 3 clusters Score -2058592 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2058679.000000 Penalty: 5071.379883
	Iteration 14Q: 3 clusters Score -2058679 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -2058754.750000 Penalty: 5071.379883
	Iteration 15Q: 3 clusters Score -2058755 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2058829.375000 Penalty: 5071.379883
	Iteration 16Q: 3 clusters Score -2058829 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2058911.625000 Penalty: 5071.379883
	Iteration 17Q: 3 clusters Score -2058912 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2059013.500000 Penalty: 5071.379883
	Iteration 18Q: 3 clusters Score -2059014 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2059114.750000 Penalty: 5071.379883
	Iteration 19Q: 3 clusters Score -2059115 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -2059221.250000 Penalty: 5071.379883
	Iteration 20F: 3 clusters Score -2059221 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2059315.375000 Penalty: 5071.379883
	Iteration 21Q: 3 clusters Score -2059315 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2059398.250000 Penalty: 5071.379883
	Iteration 22Q: 3 clusters Score -2059398 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2059491.000000 Penalty: 5071.379883
	Iteration 23Q: 3 clusters Score -2059491 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -2059597.125000 Penalty: 5071.379883
	Iteration 24Q: 3 clusters Score -2059597 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2059709.000000 Penalty: 5071.379883
	Iteration 25Q: 3 clusters Score -2059709 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -2059861.000000 Penalty: 5071.379883
	Iteration 26Q: 3 clusters Score -2059861 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -2060018.625000 Penalty: 5071.379883
	Iteration 27Q: 3 clusters Score -2060019 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -2060210.625000 Penalty: 5071.379883
	Iteration 28Q: 3 clusters Score -2060211 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -2060488.875000 Penalty: 5071.379883
	Iteration 29Q: 3 clusters Score -2060489 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -2060726.250000 Penalty: 5071.379883
	Iteration 30Q: 3 clusters Score -2060726 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -2060971.125000 Penalty: 5071.379883
	Iteration 31Q: 3 clusters Score -2060971 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -2061133.250000 Penalty: 5071.379883
	Iteration 32Q: 3 clusters Score -2061133 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -2061261.500000 Penalty: 5071.379883
	Iteration 33Q: 3 clusters Score -2061262 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -2061368.875000 Penalty: 5071.379883
	Iteration 34Q: 3 clusters Score -2061369 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -2061444.000000 Penalty: 5071.379883
	Iteration 35Q: 3 clusters Score -2061444 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -2061490.625000 Penalty: 5071.379883
	Iteration 36Q: 3 clusters Score -2061491 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -2061516.500000 Penalty: 5071.379883
	Iteration 37Q: 3 clusters Score -2061516 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -2061535.000000 Penalty: 5071.379883
	Iteration 38Q: 3 clusters Score -2061535 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -2061550.750000 Penalty: 5071.379883
	Iteration 39Q: 3 clusters Score -2061551 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -2061557.625000 Penalty: 5071.379883
	Iteration 40F: 3 clusters Score -2061558 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -2061565.000000 Penalty: 5071.379883
	Iteration 41Q: 3 clusters Score -2061565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -2061570.500000 Penalty: 5071.379883
	Iteration 42Q: 3 clusters Score -2061570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -2061571.375000 Penalty: 5071.379883
	Iteration 43Q: 3 clusters Score -2061571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -2061579.500000 Penalty: 5071.379883
	Iteration 44Q: 3 clusters Score -2061580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -2061578.500000 Penalty: 5071.379883
	Iteration 45Q: 3 clusters Score -2061578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -2061577.500000 Penalty: 5071.379883
	Iteration 46Q: 3 clusters Score -2061578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -2061585.000000 Penalty: 5071.379883
	Iteration 47Q: 3 clusters Score -2061585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -2061587.625000 Penalty: 5071.379883
	Iteration 48Q: 3 clusters Score -2061588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -2061590.625000 Penalty: 5071.379883
	Iteration 49Q: 3 clusters Score -2061591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -2061590.500000 Penalty: 5071.379883
	Iteration 50Q: 3 clusters Score -2061590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -2061588.250000 Penalty: 5071.379883
	Iteration 51Q: 3 clusters Score -2061588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -2061592.375000 Penalty: 5071.379883
	Iteration 52Q: 3 clusters Score -2061592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -2061593.625000 Penalty: 5071.379883
	Iteration 53Q: 3 clusters Score -2061594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -2061595.375000 Penalty: 5071.379883
	Iteration 54Q: 3 clusters Score -2061595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -2061596.750000 Penalty: 5071.379883
	Iteration 55Q: 3 clusters Score -2061597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -2061596.500000 Penalty: 5071.379883
	Iteration 56Q: 3 clusters Score -2061596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -2061595.875000 Penalty: 5071.379883
	Iteration 57Q: 3 clusters Score -2061596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -2061594.500000 Penalty: 5071.379883
	Iteration 58Q: 3 clusters Score -2061594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -2061595.375000 Penalty: 5071.379883
	Iteration 59Q: 3 clusters Score -2061595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -2061595.000000 Penalty: 5071.379883
	Iteration 60F: 3 clusters Score -2061595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -2061593.375000 Penalty: 5071.379883
	Iteration 61Q: 3 clusters Score -2061593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -2061593.375000 Penalty: 5071.379883
	Iteration 62F: 3 clusters Score -2061593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (132110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132110 members 
Entering Unmasked Estep 
Score: -10090474.000000 Penalty: 2924.264893
	Iteration 0F: 2 clusters Score -1.009047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65990 members 
Mstep: Class 2 contains 66120 members 
Entering Unmasked Estep 
Score: -10002017.000000 Penalty: 5848.529785
	Iteration 0F: 3 clusters Score -1.000202e+07 nChanged 63126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65702 members 
Mstep: Class 2 contains 66408 members 
Entering Unmasked Estep 
Score: -10038608.000000 Penalty: 5848.529785
	Iteration 1F: 3 clusters Score -1.003861e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65210 members 
Mstep: Class 2 contains 66900 members 
Entering Unmasked Estep 
Score: -10039478.000000 Penalty: 5848.529785
	Iteration 2Q: 3 clusters Score -1.003948e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64331 members 
Mstep: Class 2 contains 67779 members 
Entering Unmasked Estep 
Score: -10040646.000000 Penalty: 5848.529785
	Iteration 3Q: 3 clusters Score -1.004065e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62820 members 
Mstep: Class 2 contains 69290 members 
Entering Unmasked Estep 
Score: -10042254.000000 Penalty: 5848.529785
	Iteration 4Q: 3 clusters Score -1.004225e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60408 members 
Mstep: Class 2 contains 71702 members 
Entering Unmasked Estep 
Score: -10044541.000000 Penalty: 5848.529785
	Iteration 5Q: 3 clusters Score -1.004454e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57002 members 
Mstep: Class 2 contains 75108 members 
Entering Unmasked Estep 
Score: -10047546.000000 Penalty: 5848.529785
	Iteration 6F: 3 clusters Score -1.004755e+07 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 79320 members 
Entering Unmasked Estep 
Score: -10051519.000000 Penalty: 5848.529785
	Iteration 7F: 3 clusters Score -1.005152e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 83940 members 
Entering Unmasked Estep 
Score: -10055260.000000 Penalty: 5848.529785
	Iteration 8F: 3 clusters Score -1.005526e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 88805 members 
Entering Unmasked Estep 
Score: -10058710.000000 Penalty: 5848.529785
	Iteration 9F: 3 clusters Score -1.005871e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 93580 members 
Entering Unmasked Estep 
Score: -10061608.000000 Penalty: 5848.529785
	Iteration 10Q: 3 clusters Score -1.006161e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 98650 members 
Entering Unmasked Estep 
Score: -10064538.000000 Penalty: 5848.529785
	Iteration 11Q: 3 clusters Score -1.006454e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 103955 members 
Entering Unmasked Estep 
Score: -10067860.000000 Penalty: 5848.529785
	Iteration 12Q: 3 clusters Score -1.006786e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 109382 members 
Entering Unmasked Estep 
Score: -10071314.000000 Penalty: 5848.529785
	Iteration 13Q: 3 clusters Score -1.007131e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 114633 members 
Entering Unmasked Estep 
Score: -10075112.000000 Penalty: 5848.529785
	Iteration 14Q: 3 clusters Score -1.007511e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 119546 members 
Entering Unmasked Estep 
Score: -10078966.000000 Penalty: 5848.529785
	Iteration 15Q: 3 clusters Score -1.007897e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 123527 members 
Entering Unmasked Estep 
Score: -10082057.000000 Penalty: 5848.529785
	Iteration 16Q: 3 clusters Score -1.008206e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 126310 members 
Entering Unmasked Estep 
Score: -10084305.000000 Penalty: 5848.529785
	Iteration 17Q: 3 clusters Score -1.00843e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 128164 members 
Entering Unmasked Estep 
Score: -10085772.000000 Penalty: 5848.529785
	Iteration 18Q: 3 clusters Score -1.008577e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 129300 members 
Entering Unmasked Estep 
Score: -10086614.000000 Penalty: 5848.529785
	Iteration 19Q: 3 clusters Score -1.008661e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 129971 members 
Entering Unmasked Estep 
Score: -10087161.000000 Penalty: 5848.529785
	Iteration 20F: 3 clusters Score -1.008716e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 130403 members 
Entering Unmasked Estep 
Score: -10087497.000000 Penalty: 5848.529785
	Iteration 21Q: 3 clusters Score -1.00875e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 130674 members 
Entering Unmasked Estep 
Score: -10087698.000000 Penalty: 5848.529785
	Iteration 22Q: 3 clusters Score -1.00877e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 130834 members 
Entering Unmasked Estep 
Score: -10087787.000000 Penalty: 5848.529785
	Iteration 23Q: 3 clusters Score -1.008779e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 130940 members 
Entering Unmasked Estep 
Score: -10087877.000000 Penalty: 5848.529785
	Iteration 24Q: 3 clusters Score -1.008788e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 131016 members 
Entering Unmasked Estep 
Score: -10087925.000000 Penalty: 5848.529785
	Iteration 25Q: 3 clusters Score -1.008792e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 131079 members 
Entering Unmasked Estep 
Score: -10087974.000000 Penalty: 5848.529785
	Iteration 26Q: 3 clusters Score -1.008797e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 131120 members 
Entering Unmasked Estep 
Score: -10087980.000000 Penalty: 5848.529785
	Iteration 27Q: 3 clusters Score -1.008798e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 131147 members 
Entering Unmasked Estep 
Score: -10088015.000000 Penalty: 5848.529785
	Iteration 28Q: 3 clusters Score -1.008802e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 131166 members 
Entering Unmasked Estep 
Score: -10088007.000000 Penalty: 5848.529785
	Iteration 29Q: 3 clusters Score -1.008801e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 131189 members 
Entering Unmasked Estep 
Score: -10088012.000000 Penalty: 5848.529785
	Iteration 30Q: 3 clusters Score -1.008801e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 131210 members 
Entering Unmasked Estep 
Score: -10088029.000000 Penalty: 5848.529785
	Iteration 31Q: 3 clusters Score -1.008803e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 131235 members 
Entering Unmasked Estep 
Score: -10088060.000000 Penalty: 5848.529785
	Iteration 32Q: 3 clusters Score -1.008806e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 131255 members 
Entering Unmasked Estep 
Score: -10088071.000000 Penalty: 5848.529785
	Iteration 33Q: 3 clusters Score -1.008807e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 131268 members 
Entering Unmasked Estep 
Score: -10088078.000000 Penalty: 5848.529785
	Iteration 34Q: 3 clusters Score -1.008808e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 131273 members 
Entering Unmasked Estep 
Score: -10088087.000000 Penalty: 5848.529785
	Iteration 35Q: 3 clusters Score -1.008809e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 131276 members 
Entering Unmasked Estep 
Score: -10088092.000000 Penalty: 5848.529785
	Iteration 36Q: 3 clusters Score -1.008809e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 131283 members 
Entering Unmasked Estep 
Score: -10088097.000000 Penalty: 5848.529785
	Iteration 37Q: 3 clusters Score -1.00881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 131289 members 
Entering Unmasked Estep 
Score: -10088101.000000 Penalty: 5848.529785
	Iteration 38Q: 3 clusters Score -1.00881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 131293 members 
Entering Unmasked Estep 
Score: -10088103.000000 Penalty: 5848.529785
	Iteration 39Q: 3 clusters Score -1.00881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 131295 members 
Entering Unmasked Estep 
Score: -10088111.000000 Penalty: 5848.529785
	Iteration 40F: 3 clusters Score -1.008811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 131299 members 
Entering Unmasked Estep 
Score: -10088107.000000 Penalty: 5848.529785
	Iteration 41Q: 3 clusters Score -1.008811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 131300 members 
Entering Unmasked Estep 
Score: -10088100.000000 Penalty: 5848.529785
	Iteration 42Q: 3 clusters Score -1.00881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 131302 members 
Entering Unmasked Estep 
Score: -10088107.000000 Penalty: 5848.529785
	Iteration 43Q: 3 clusters Score -1.008811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 131303 members 
Entering Unmasked Estep 
Score: -10088110.000000 Penalty: 5848.529785
	Iteration 44Q: 3 clusters Score -1.008811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 131304 members 
Entering Unmasked Estep 
Score: -10088108.000000 Penalty: 5848.529785
	Iteration 45Q: 3 clusters Score -1.008811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 131306 members 
Entering Unmasked Estep 
Score: -10088114.000000 Penalty: 5848.529785
	Iteration 46Q: 3 clusters Score -1.008811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 131309 members 
Entering Unmasked Estep 
Score: -10088103.000000 Penalty: 5848.529785
	Iteration 47Q: 3 clusters Score -1.00881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 131310 members 
Entering Unmasked Estep 
Score: -10088105.000000 Penalty: 5848.529785
	Iteration 48Q: 3 clusters Score -1.00881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 131310 members 
Entering Unmasked Estep 
Score: -10088105.000000 Penalty: 5848.529785
	Iteration 49F: 3 clusters Score -1.00881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Entering Unmasked Estep 
Score: -69832.875000 Penalty: 1749.717529
	Iteration 0F: 2 clusters Score -69832.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -67798.640625 Penalty: 3499.435059
	Iteration 0F: 3 clusters Score -67798.64 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -68136.367188 Penalty: 3499.435059
	Iteration 1F: 3 clusters Score -68136.37 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -68227.953125 Penalty: 3499.435059
	Iteration 2F: 3 clusters Score -68227.95 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -68290.679688 Penalty: 3499.435059
	Iteration 3Q: 3 clusters Score -68290.68 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -68366.539062 Penalty: 3499.435059
	Iteration 4Q: 3 clusters Score -68366.54 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -68490.460938 Penalty: 3499.435059
	Iteration 5Q: 3 clusters Score -68490.46 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -68633.062500 Penalty: 3499.435059
	Iteration 6Q: 3 clusters Score -68633.06 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -68811.625000 Penalty: 3499.435059
	Iteration 7Q: 3 clusters Score -68811.62 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -68968.515625 Penalty: 3499.435059
	Iteration 8F: 3 clusters Score -68968.52 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -69095.656250 Penalty: 3499.435059
	Iteration 9Q: 3 clusters Score -69095.66 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -69245.492188 Penalty: 3499.435059
	Iteration 10Q: 3 clusters Score -69245.49 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -69382.226562 Penalty: 3499.435059
	Iteration 11Q: 3 clusters Score -69382.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -69495.000000 Penalty: 3499.435059
	Iteration 12Q: 3 clusters Score -69495 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -69577.539062 Penalty: 3499.435059
	Iteration 13Q: 3 clusters Score -69577.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -69595.203125 Penalty: 3499.435059
	Iteration 14Q: 3 clusters Score -69595.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -69621.171875 Penalty: 3499.435059
	Iteration 15Q: 3 clusters Score -69621.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -69645.843750 Penalty: 3499.435059
	Iteration 16Q: 3 clusters Score -69645.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -69671.828125 Penalty: 3499.435059
	Iteration 17Q: 3 clusters Score -69671.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -69695.406250 Penalty: 3499.435059
	Iteration 18Q: 3 clusters Score -69695.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -69720.640625 Penalty: 3499.435059
	Iteration 19Q: 3 clusters Score -69720.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -69739.265625 Penalty: 3499.435059
	Iteration 20F: 3 clusters Score -69739.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -69753.015625 Penalty: 3499.435059
	Iteration 21Q: 3 clusters Score -69753.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -69770.257812 Penalty: 3499.435059
	Iteration 22Q: 3 clusters Score -69770.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -69790.562500 Penalty: 3499.435059
	Iteration 23Q: 3 clusters Score -69790.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -69812.101562 Penalty: 3499.435059
	Iteration 24Q: 3 clusters Score -69812.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -69825.570312 Penalty: 3499.435059
	Iteration 25Q: 3 clusters Score -69825.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -69833.671875 Penalty: 3499.435059
	Iteration 26Q: 3 clusters Score -69833.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -69845.937500 Penalty: 3499.435059
	Iteration 27Q: 3 clusters Score -69845.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -69866.765625 Penalty: 3499.435059
	Iteration 28Q: 3 clusters Score -69866.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -69886.359375 Penalty: 3499.435059
	Iteration 29Q: 3 clusters Score -69886.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -69926.570312 Penalty: 3499.435059
	Iteration 30Q: 3 clusters Score -69926.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -69951.703125 Penalty: 3499.435059
	Iteration 31Q: 3 clusters Score -69951.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -69951.703125 Penalty: 3499.435059
	Iteration 32F: 3 clusters Score -69951.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252076 members 
Mstep: Class 2 contains 35348 members 
Mstep: Class 3 contains 101471 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14064 members 
Mstep: Class 6 contains 19010 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 30849 members 
Mstep: Class 9 contains 27572 members 
Mstep: Class 10 contains 132110 members 
Mstep: Class 11 contains 415 members 
Mstep: Class 12 contains 91507 members 
Mstep: Class 13 contains 206394 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 12961 members 
Mstep: Class 16 contains 57215 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13760 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8646 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 232680 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 41343 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13658 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7947 members 
Mstep: Class 32 contains 2588 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11366 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 975 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 17196 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5075 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10553 members 
Mstep: Class 43 contains 3040 members 
Mstep: Class 44 contains 744 members 
Entering Unmasked Estep 
Score: -102301312.000000 Penalty: 154550.578125
Splitting cluster 11 changes total score from -102302992.000000 to -102301312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (91507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91507 members 
Entering Unmasked Estep 
Score: -6962754.500000 Penalty: 2833.194336
	Iteration 0F: 2 clusters Score -6962754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -6901414.000000 Penalty: 5666.388672
	Iteration 0F: 3 clusters Score -6901414 nChanged 43034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -6925930.000000 Penalty: 5666.388672
	Iteration 1F: 3 clusters Score -6925930 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -6927083.000000 Penalty: 5666.388672
	Iteration 2Q: 3 clusters Score -6927083 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 56585 members 
Entering Unmasked Estep 
Score: -6929104.500000 Penalty: 5666.388672
	Iteration 3Q: 3 clusters Score -6929104 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 62383 members 
Entering Unmasked Estep 
Score: -6932880.000000 Penalty: 5666.388672
	Iteration 4F: 3 clusters Score -6932880 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 70189 members 
Entering Unmasked Estep 
Score: -6939336.500000 Penalty: 5666.388672
	Iteration 5F: 3 clusters Score -6939336 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 78762 members 
Entering Unmasked Estep 
Score: -6947661.500000 Penalty: 5666.388672
	Iteration 6F: 3 clusters Score -6947662 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 85580 members 
Entering Unmasked Estep 
Score: -6954693.000000 Penalty: 5666.388672
	Iteration 7F: 3 clusters Score -6954693 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 89210 members 
Entering Unmasked Estep 
Score: -6958269.500000 Penalty: 5666.388672
	Iteration 8Q: 3 clusters Score -6958270 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 90526 members 
Entering Unmasked Estep 
Score: -6959534.500000 Penalty: 5666.388672
	Iteration 9Q: 3 clusters Score -6959534 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 90898 members 
Entering Unmasked Estep 
Score: -6959997.500000 Penalty: 5666.388672
	Iteration 10Q: 3 clusters Score -6959998 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 91002 members 
Entering Unmasked Estep 
Score: -6960200.000000 Penalty: 5666.388672
	Iteration 11Q: 3 clusters Score -6960200 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 91027 members 
Entering Unmasked Estep 
Score: -6960296.000000 Penalty: 5666.388672
	Iteration 12Q: 3 clusters Score -6960296 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 91041 members 
Entering Unmasked Estep 
Score: -6960347.000000 Penalty: 5666.388672
	Iteration 13Q: 3 clusters Score -6960347 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 91051 members 
Entering Unmasked Estep 
Score: -6960407.500000 Penalty: 5666.388672
	Iteration 14Q: 3 clusters Score -6960408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 91052 members 
Entering Unmasked Estep 
Score: -6960432.000000 Penalty: 5666.388672
	Iteration 15Q: 3 clusters Score -6960432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 91051 members 
Entering Unmasked Estep 
Score: -6960463.000000 Penalty: 5666.388672
	Iteration 16Q: 3 clusters Score -6960463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 91058 members 
Entering Unmasked Estep 
Score: -6960475.500000 Penalty: 5666.388672
	Iteration 17Q: 3 clusters Score -6960476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 91062 members 
Entering Unmasked Estep 
Score: -6960493.500000 Penalty: 5666.388672
	Iteration 18Q: 3 clusters Score -6960494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 91060 members 
Entering Unmasked Estep 
Score: -6960502.000000 Penalty: 5666.388672
	Iteration 19Q: 3 clusters Score -6960502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 91060 members 
Entering Unmasked Estep 
Score: -6960510.000000 Penalty: 5666.388672
	Iteration 20F: 3 clusters Score -6960510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 91057 members 
Entering Unmasked Estep 
Score: -6960514.000000 Penalty: 5666.388672
	Iteration 21Q: 3 clusters Score -6960514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 91057 members 
Entering Unmasked Estep 
Score: -6960515.000000 Penalty: 5666.388672
	Iteration 22Q: 3 clusters Score -6960515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 91058 members 
Entering Unmasked Estep 
Score: -6960522.000000 Penalty: 5666.388672
	Iteration 23Q: 3 clusters Score -6960522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 91059 members 
Entering Unmasked Estep 
Score: -6960524.500000 Penalty: 5666.388672
	Iteration 24Q: 3 clusters Score -6960524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 91056 members 
Entering Unmasked Estep 
Score: -6960529.500000 Penalty: 5666.388672
	Iteration 25Q: 3 clusters Score -6960530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 91056 members 
Entering Unmasked Estep 
Score: -6960533.000000 Penalty: 5666.388672
	Iteration 26Q: 3 clusters Score -6960533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 91056 members 
Entering Unmasked Estep 
Score: -6960533.500000 Penalty: 5666.388672
	Iteration 27Q: 3 clusters Score -6960534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 91054 members 
Entering Unmasked Estep 
Score: -6960532.000000 Penalty: 5666.388672
	Iteration 28Q: 3 clusters Score -6960532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 91051 members 
Entering Unmasked Estep 
Score: -6960532.000000 Penalty: 5666.388672
	Iteration 29Q: 3 clusters Score -6960532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 91050 members 
Entering Unmasked Estep 
Score: -6960537.000000 Penalty: 5666.388672
	Iteration 30Q: 3 clusters Score -6960537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 91050 members 
Entering Unmasked Estep 
Score: -6960537.000000 Penalty: 5666.388672
	Iteration 31F: 3 clusters Score -6960537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (206394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206394 members 
Entering Unmasked Estep 
Score: -15443499.000000 Penalty: 3034.910400
	Iteration 0F: 2 clusters Score -1.54435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103424 members 
Mstep: Class 2 contains 102970 members 
Entering Unmasked Estep 
Score: -15305221.000000 Penalty: 6069.820801
	Iteration 0F: 3 clusters Score -1.530522e+07 nChanged 98987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107297 members 
Mstep: Class 2 contains 99097 members 
Entering Unmasked Estep 
Score: -15363084.000000 Penalty: 6069.820801
	Iteration 1F: 3 clusters Score -1.536308e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109855 members 
Mstep: Class 2 contains 96539 members 
Entering Unmasked Estep 
Score: -15364386.000000 Penalty: 6069.820801
	Iteration 2Q: 3 clusters Score -1.536439e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113804 members 
Mstep: Class 2 contains 92590 members 
Entering Unmasked Estep 
Score: -15366262.000000 Penalty: 6069.820801
	Iteration 3Q: 3 clusters Score -1.536626e+07 nChanged 8389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119903 members 
Mstep: Class 2 contains 86491 members 
Entering Unmasked Estep 
Score: -15369388.000000 Penalty: 6069.820801
	Iteration 4Q: 3 clusters Score -1.536939e+07 nChanged 11087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129118 members 
Mstep: Class 2 contains 77276 members 
Entering Unmasked Estep 
Score: -15374935.000000 Penalty: 6069.820801
	Iteration 5F: 3 clusters Score -1.537494e+07 nChanged 14194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142040 members 
Mstep: Class 2 contains 64354 members 
Entering Unmasked Estep 
Score: -15384367.000000 Penalty: 6069.820801
	Iteration 6F: 3 clusters Score -1.538437e+07 nChanged 16368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157630 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -15398019.000000 Penalty: 6069.820801
	Iteration 7F: 3 clusters Score -1.539802e+07 nChanged 15696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172904 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -15413103.000000 Penalty: 6069.820801
	Iteration 8F: 3 clusters Score -1.54131e+07 nChanged 11729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184363 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -15425097.000000 Penalty: 6069.820801
	Iteration 9F: 3 clusters Score -1.54251e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190921 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -15432078.000000 Penalty: 6069.820801
	Iteration 10Q: 3 clusters Score -1.543208e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194201 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -15435236.000000 Penalty: 6069.820801
	Iteration 11Q: 3 clusters Score -1.543524e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196220 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -15436902.000000 Penalty: 6069.820801
	Iteration 12Q: 3 clusters Score -1.54369e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197683 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -15437764.000000 Penalty: 6069.820801
	Iteration 13Q: 3 clusters Score -1.543776e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198858 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -15438362.000000 Penalty: 6069.820801
	Iteration 14Q: 3 clusters Score -1.543836e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199815 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -15438799.000000 Penalty: 6069.820801
	Iteration 15Q: 3 clusters Score -1.54388e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200613 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -15439173.000000 Penalty: 6069.820801
	Iteration 16Q: 3 clusters Score -1.543917e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201279 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -15439489.000000 Penalty: 6069.820801
	Iteration 17Q: 3 clusters Score -1.543949e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201840 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -15439752.000000 Penalty: 6069.820801
	Iteration 18Q: 3 clusters Score -1.543975e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202328 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -15439921.000000 Penalty: 6069.820801
	Iteration 19Q: 3 clusters Score -1.543992e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202761 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -15440045.000000 Penalty: 6069.820801
	Iteration 20F: 3 clusters Score -1.544004e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203089 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -15440166.000000 Penalty: 6069.820801
	Iteration 21Q: 3 clusters Score -1.544017e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203362 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -15440236.000000 Penalty: 6069.820801
	Iteration 22Q: 3 clusters Score -1.544024e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203605 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -15440319.000000 Penalty: 6069.820801
	Iteration 23Q: 3 clusters Score -1.544032e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203793 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -15440433.000000 Penalty: 6069.820801
	Iteration 24Q: 3 clusters Score -1.544043e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203954 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -15440460.000000 Penalty: 6069.820801
	Iteration 25Q: 3 clusters Score -1.544046e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204120 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -15440520.000000 Penalty: 6069.820801
	Iteration 26Q: 3 clusters Score -1.544052e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204265 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -15440584.000000 Penalty: 6069.820801
	Iteration 27Q: 3 clusters Score -1.544058e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204388 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -15440668.000000 Penalty: 6069.820801
	Iteration 28Q: 3 clusters Score -1.544067e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204503 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -15440691.000000 Penalty: 6069.820801
	Iteration 29Q: 3 clusters Score -1.544069e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204585 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -15440711.000000 Penalty: 6069.820801
	Iteration 30Q: 3 clusters Score -1.544071e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204655 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -15440755.000000 Penalty: 6069.820801
	Iteration 31Q: 3 clusters Score -1.544076e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204705 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -15440752.000000 Penalty: 6069.820801
	Iteration 32Q: 3 clusters Score -1.544075e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204755 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -15440757.000000 Penalty: 6069.820801
	Iteration 33Q: 3 clusters Score -1.544076e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204797 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -15440786.000000 Penalty: 6069.820801
	Iteration 34Q: 3 clusters Score -1.544079e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204838 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -15440787.000000 Penalty: 6069.820801
	Iteration 35Q: 3 clusters Score -1.544079e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204878 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -15440794.000000 Penalty: 6069.820801
	Iteration 36Q: 3 clusters Score -1.544079e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204911 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -15440805.000000 Penalty: 6069.820801
	Iteration 37Q: 3 clusters Score -1.54408e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204942 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -15440802.000000 Penalty: 6069.820801
	Iteration 38Q: 3 clusters Score -1.54408e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204968 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -15440834.000000 Penalty: 6069.820801
	Iteration 39Q: 3 clusters Score -1.544083e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204992 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -15440840.000000 Penalty: 6069.820801
	Iteration 40F: 3 clusters Score -1.544084e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205010 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -15440854.000000 Penalty: 6069.820801
	Iteration 41Q: 3 clusters Score -1.544085e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205024 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -15440871.000000 Penalty: 6069.820801
	Iteration 42Q: 3 clusters Score -1.544087e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205036 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -15440864.000000 Penalty: 6069.820801
	Iteration 43Q: 3 clusters Score -1.544086e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205051 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -15440886.000000 Penalty: 6069.820801
	Iteration 44Q: 3 clusters Score -1.544089e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205064 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -15440886.000000 Penalty: 6069.820801
	Iteration 45Q: 3 clusters Score -1.544089e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205074 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -15440895.000000 Penalty: 6069.820801
	Iteration 46Q: 3 clusters Score -1.54409e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205086 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -15440891.000000 Penalty: 6069.820801
	Iteration 47Q: 3 clusters Score -1.544089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205094 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -15440898.000000 Penalty: 6069.820801
	Iteration 48Q: 3 clusters Score -1.54409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205097 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -15440903.000000 Penalty: 6069.820801
	Iteration 49Q: 3 clusters Score -1.54409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205102 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -15440890.000000 Penalty: 6069.820801
	Iteration 50Q: 3 clusters Score -1.544089e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205114 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -15440920.000000 Penalty: 6069.820801
	Iteration 51Q: 3 clusters Score -1.544092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205127 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -15440917.000000 Penalty: 6069.820801
	Iteration 52Q: 3 clusters Score -1.544092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205132 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -15440919.000000 Penalty: 6069.820801
	Iteration 53Q: 3 clusters Score -1.544092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205134 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -15440928.000000 Penalty: 6069.820801
	Iteration 54Q: 3 clusters Score -1.544093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205137 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -15440939.000000 Penalty: 6069.820801
	Iteration 55Q: 3 clusters Score -1.544094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205144 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -15440933.000000 Penalty: 6069.820801
	Iteration 56Q: 3 clusters Score -1.544093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205150 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -15440932.000000 Penalty: 6069.820801
	Iteration 57Q: 3 clusters Score -1.544093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205155 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -15440931.000000 Penalty: 6069.820801
	Iteration 58Q: 3 clusters Score -1.544093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205158 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -15440943.000000 Penalty: 6069.820801
	Iteration 59Q: 3 clusters Score -1.544094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205160 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -15440942.000000 Penalty: 6069.820801
	Iteration 60F: 3 clusters Score -1.544094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205163 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -15440942.000000 Penalty: 6069.820801
	Iteration 61Q: 3 clusters Score -1.544094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205165 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -15440939.000000 Penalty: 6069.820801
	Iteration 62Q: 3 clusters Score -1.544094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205165 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -15440934.000000 Penalty: 6069.820801
	Iteration 63Q: 3 clusters Score -1.544093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205166 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -15440938.000000 Penalty: 6069.820801
	Iteration 64Q: 3 clusters Score -1.544094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205167 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -15440943.000000 Penalty: 6069.820801
	Iteration 65Q: 3 clusters Score -1.544094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205169 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -15440935.000000 Penalty: 6069.820801
	Iteration 66Q: 3 clusters Score -1.544094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205169 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -15440937.000000 Penalty: 6069.820801
	Iteration 67Q: 3 clusters Score -1.544094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205172 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -15440936.000000 Penalty: 6069.820801
	Iteration 68Q: 3 clusters Score -1.544094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205175 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -15440929.000000 Penalty: 6069.820801
	Iteration 69Q: 3 clusters Score -1.544093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205176 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -15440925.000000 Penalty: 6069.820801
	Iteration 70Q: 3 clusters Score -1.544092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205180 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -15440924.000000 Penalty: 6069.820801
	Iteration 71Q: 3 clusters Score -1.544092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205182 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -15440930.000000 Penalty: 6069.820801
	Iteration 72Q: 3 clusters Score -1.544093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205184 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -15440931.000000 Penalty: 6069.820801
	Iteration 73Q: 3 clusters Score -1.544093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205184 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -15440924.000000 Penalty: 6069.820801
	Iteration 74Q: 3 clusters Score -1.544092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205185 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -15440933.000000 Penalty: 6069.820801
	Iteration 75Q: 3 clusters Score -1.544093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205186 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -15440934.000000 Penalty: 6069.820801
	Iteration 76Q: 3 clusters Score -1.544093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205187 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -15440928.000000 Penalty: 6069.820801
	Iteration 77Q: 3 clusters Score -1.544093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205189 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -15440925.000000 Penalty: 6069.820801
	Iteration 78Q: 3 clusters Score -1.544092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205196 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -15440933.000000 Penalty: 6069.820801
	Iteration 79Q: 3 clusters Score -1.544093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205202 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -15440932.000000 Penalty: 6069.820801
	Iteration 80F: 3 clusters Score -1.544093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205206 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -15440936.000000 Penalty: 6069.820801
	Iteration 81Q: 3 clusters Score -1.544094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205206 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -15440939.000000 Penalty: 6069.820801
	Iteration 82Q: 3 clusters Score -1.544094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205208 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -15440940.000000 Penalty: 6069.820801
	Iteration 83Q: 3 clusters Score -1.544094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205210 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -15440948.000000 Penalty: 6069.820801
	Iteration 84Q: 3 clusters Score -1.544095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205211 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -15440940.000000 Penalty: 6069.820801
	Iteration 85Q: 3 clusters Score -1.544094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205212 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -15440941.000000 Penalty: 6069.820801
	Iteration 86Q: 3 clusters Score -1.544094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205212 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -15440941.000000 Penalty: 6069.820801
	Iteration 87F: 3 clusters Score -1.544094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Entering Unmasked Estep 
Score: -144359.593750 Penalty: 1893.075684
	Iteration 0F: 2 clusters Score -144359.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -141658.421875 Penalty: 3786.151367
	Iteration 0F: 3 clusters Score -141658.4 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -142170.015625 Penalty: 3786.151367
	Iteration 1F: 3 clusters Score -142170 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -142310.875000 Penalty: 3786.151367
	Iteration 2F: 3 clusters Score -142310.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -142396.750000 Penalty: 3786.151367
	Iteration 3Q: 3 clusters Score -142396.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -142441.328125 Penalty: 3786.151367
	Iteration 4Q: 3 clusters Score -142441.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -142474.750000 Penalty: 3786.151367
	Iteration 5Q: 3 clusters Score -142474.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -142498.671875 Penalty: 3786.151367
	Iteration 6Q: 3 clusters Score -142498.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -142519.640625 Penalty: 3786.151367
	Iteration 7Q: 3 clusters Score -142519.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -142540.328125 Penalty: 3786.151367
	Iteration 8Q: 3 clusters Score -142540.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -142561.406250 Penalty: 3786.151367
	Iteration 9Q: 3 clusters Score -142561.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -142573.984375 Penalty: 3786.151367
	Iteration 10Q: 3 clusters Score -142574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -142583.437500 Penalty: 3786.151367
	Iteration 11Q: 3 clusters Score -142583.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -142589.656250 Penalty: 3786.151367
	Iteration 12Q: 3 clusters Score -142589.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -142593.859375 Penalty: 3786.151367
	Iteration 13Q: 3 clusters Score -142593.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -142603.187500 Penalty: 3786.151367
	Iteration 14Q: 3 clusters Score -142603.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -142612.734375 Penalty: 3786.151367
	Iteration 15Q: 3 clusters Score -142612.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -142619.203125 Penalty: 3786.151367
	Iteration 16Q: 3 clusters Score -142619.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -142623.609375 Penalty: 3786.151367
	Iteration 17Q: 3 clusters Score -142623.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -142629.500000 Penalty: 3786.151367
	Iteration 18Q: 3 clusters Score -142629.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -142637.421875 Penalty: 3786.151367
	Iteration 19Q: 3 clusters Score -142637.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -142643.421875 Penalty: 3786.151367
	Iteration 20F: 3 clusters Score -142643.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -142647.671875 Penalty: 3786.151367
	Iteration 21Q: 3 clusters Score -142647.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -142650.703125 Penalty: 3786.151367
	Iteration 22Q: 3 clusters Score -142650.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -142652.953125 Penalty: 3786.151367
	Iteration 23Q: 3 clusters Score -142653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -142655.250000 Penalty: 3786.151367
	Iteration 24Q: 3 clusters Score -142655.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -142656.281250 Penalty: 3786.151367
	Iteration 25Q: 3 clusters Score -142656.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -142658.562500 Penalty: 3786.151367
	Iteration 26Q: 3 clusters Score -142658.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -142660.890625 Penalty: 3786.151367
	Iteration 27Q: 3 clusters Score -142660.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -142662.437500 Penalty: 3786.151367
	Iteration 28Q: 3 clusters Score -142662.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -142664.250000 Penalty: 3786.151367
	Iteration 29Q: 3 clusters Score -142664.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -142665.796875 Penalty: 3786.151367
	Iteration 30Q: 3 clusters Score -142665.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -142669.734375 Penalty: 3786.151367
	Iteration 31Q: 3 clusters Score -142669.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -142670.656250 Penalty: 3786.151367
	Iteration 32Q: 3 clusters Score -142670.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -142671.703125 Penalty: 3786.151367
	Iteration 33Q: 3 clusters Score -142671.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -142673.750000 Penalty: 3786.151367
	Iteration 34Q: 3 clusters Score -142673.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -142675.578125 Penalty: 3786.151367
	Iteration 35Q: 3 clusters Score -142675.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -142676.343750 Penalty: 3786.151367
	Iteration 36Q: 3 clusters Score -142676.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -142676.343750 Penalty: 3786.151367
	Iteration 37F: 3 clusters Score -142676.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Entering Unmasked Estep 
Score: -980878.375000 Penalty: 2348.485596
	Iteration 0F: 2 clusters Score -980878.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -971292.687500 Penalty: 4696.971191
	Iteration 0F: 3 clusters Score -971292.7 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -974319.187500 Penalty: 4696.971191
	Iteration 1F: 3 clusters Score -974319.2 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -974773.000000 Penalty: 4696.971191
	Iteration 2F: 3 clusters Score -974773 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -975168.750000 Penalty: 4696.971191
	Iteration 3F: 3 clusters Score -975168.8 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -975535.750000 Penalty: 4696.971191
	Iteration 4F: 3 clusters Score -975535.8 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -975897.875000 Penalty: 4696.971191
	Iteration 5F: 3 clusters Score -975897.9 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -976250.250000 Penalty: 4696.971191
	Iteration 6Q: 3 clusters Score -976250.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -976563.812500 Penalty: 4696.971191
	Iteration 7Q: 3 clusters Score -976563.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -976837.687500 Penalty: 4696.971191
	Iteration 8Q: 3 clusters Score -976837.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -977057.312500 Penalty: 4696.971191
	Iteration 9Q: 3 clusters Score -977057.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -977266.875000 Penalty: 4696.971191
	Iteration 10Q: 3 clusters Score -977266.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -977442.187500 Penalty: 4696.971191
	Iteration 11Q: 3 clusters Score -977442.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -977593.437500 Penalty: 4696.971191
	Iteration 12Q: 3 clusters Score -977593.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -977728.500000 Penalty: 4696.971191
	Iteration 13Q: 3 clusters Score -977728.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -977835.875000 Penalty: 4696.971191
	Iteration 14Q: 3 clusters Score -977835.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -977948.500000 Penalty: 4696.971191
	Iteration 15Q: 3 clusters Score -977948.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -978079.750000 Penalty: 4696.971191
	Iteration 16Q: 3 clusters Score -978079.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -978224.250000 Penalty: 4696.971191
	Iteration 17Q: 3 clusters Score -978224.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -978340.250000 Penalty: 4696.971191
	Iteration 18Q: 3 clusters Score -978340.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -978434.062500 Penalty: 4696.971191
	Iteration 19Q: 3 clusters Score -978434.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -978518.062500 Penalty: 4696.971191
	Iteration 20F: 3 clusters Score -978518.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -978589.750000 Penalty: 4696.971191
	Iteration 21Q: 3 clusters Score -978589.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -978654.187500 Penalty: 4696.971191
	Iteration 22Q: 3 clusters Score -978654.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -978702.562500 Penalty: 4696.971191
	Iteration 23Q: 3 clusters Score -978702.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -978748.687500 Penalty: 4696.971191
	Iteration 24Q: 3 clusters Score -978748.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -978790.812500 Penalty: 4696.971191
	Iteration 25Q: 3 clusters Score -978790.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -978833.687500 Penalty: 4696.971191
	Iteration 26Q: 3 clusters Score -978833.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -978872.500000 Penalty: 4696.971191
	Iteration 27Q: 3 clusters Score -978872.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -978901.937500 Penalty: 4696.971191
	Iteration 28Q: 3 clusters Score -978901.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -978917.375000 Penalty: 4696.971191
	Iteration 29Q: 3 clusters Score -978917.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -978929.750000 Penalty: 4696.971191
	Iteration 30Q: 3 clusters Score -978929.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -978940.625000 Penalty: 4696.971191
	Iteration 31Q: 3 clusters Score -978940.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -978959.812500 Penalty: 4696.971191
	Iteration 32Q: 3 clusters Score -978959.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -978973.812500 Penalty: 4696.971191
	Iteration 33Q: 3 clusters Score -978973.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -978987.875000 Penalty: 4696.971191
	Iteration 34Q: 3 clusters Score -978987.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -979002.875000 Penalty: 4696.971191
	Iteration 35Q: 3 clusters Score -979002.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -979014.250000 Penalty: 4696.971191
	Iteration 36Q: 3 clusters Score -979014.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -979027.750000 Penalty: 4696.971191
	Iteration 37Q: 3 clusters Score -979027.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -979037.562500 Penalty: 4696.971191
	Iteration 38Q: 3 clusters Score -979037.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -979044.500000 Penalty: 4696.971191
	Iteration 39Q: 3 clusters Score -979044.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -979048.937500 Penalty: 4696.971191
	Iteration 40F: 3 clusters Score -979048.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -979054.625000 Penalty: 4696.971191
	Iteration 41Q: 3 clusters Score -979054.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -979059.562500 Penalty: 4696.971191
	Iteration 42Q: 3 clusters Score -979059.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -979068.125000 Penalty: 4696.971191
	Iteration 43Q: 3 clusters Score -979068.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -979073.437500 Penalty: 4696.971191
	Iteration 44Q: 3 clusters Score -979073.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -979081.000000 Penalty: 4696.971191
	Iteration 45Q: 3 clusters Score -979081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -979090.187500 Penalty: 4696.971191
	Iteration 46Q: 3 clusters Score -979090.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -979093.312500 Penalty: 4696.971191
	Iteration 47Q: 3 clusters Score -979093.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -979097.437500 Penalty: 4696.971191
	Iteration 48Q: 3 clusters Score -979097.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -979098.125000 Penalty: 4696.971191
	Iteration 49Q: 3 clusters Score -979098.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -979099.437500 Penalty: 4696.971191
	Iteration 50Q: 3 clusters Score -979099.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -979101.250000 Penalty: 4696.971191
	Iteration 51Q: 3 clusters Score -979101.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -979102.125000 Penalty: 4696.971191
	Iteration 52Q: 3 clusters Score -979102.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -979103.500000 Penalty: 4696.971191
	Iteration 53Q: 3 clusters Score -979103.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -979103.812500 Penalty: 4696.971191
	Iteration 54Q: 3 clusters Score -979103.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -979103.437500 Penalty: 4696.971191
	Iteration 55Q: 3 clusters Score -979103.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -979104.375000 Penalty: 4696.971191
	Iteration 56Q: 3 clusters Score -979104.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -979104.375000 Penalty: 4696.971191
	Iteration 57F: 3 clusters Score -979104.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (57215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57215 members 
Entering Unmasked Estep 
Score: -4369518.500000 Penalty: 2716.733887
	Iteration 0F: 2 clusters Score -4369518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -4331085.000000 Penalty: 5433.467773
	Iteration 0F: 3 clusters Score -4331085 nChanged 26503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -4346237.000000 Penalty: 5433.467773
	Iteration 1F: 3 clusters Score -4346237 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -4346825.500000 Penalty: 5433.467773
	Iteration 2Q: 3 clusters Score -4346826 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -4347349.000000 Penalty: 5433.467773
	Iteration 3Q: 3 clusters Score -4347349 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -4347933.000000 Penalty: 5433.467773
	Iteration 4Q: 3 clusters Score -4347933 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -4348669.500000 Penalty: 5433.467773
	Iteration 5Q: 3 clusters Score -4348670 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -4349596.500000 Penalty: 5433.467773
	Iteration 6Q: 3 clusters Score -4349596 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -4351058.000000 Penalty: 5433.467773
	Iteration 7Q: 3 clusters Score -4351058 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -4353424.500000 Penalty: 5433.467773
	Iteration 8F: 3 clusters Score -4353424 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -4356832.500000 Penalty: 5433.467773
	Iteration 9F: 3 clusters Score -4356832 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -4360683.000000 Penalty: 5433.467773
	Iteration 10F: 3 clusters Score -4360683 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -4363881.000000 Penalty: 5433.467773
	Iteration 11F: 3 clusters Score -4363881 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4365751.500000 Penalty: 5433.467773
	Iteration 12Q: 3 clusters Score -4365752 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56377 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4366510.000000 Penalty: 5433.467773
	Iteration 13Q: 3 clusters Score -4366510 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4366800.500000 Penalty: 5433.467773
	Iteration 14Q: 3 clusters Score -4366800 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56812 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4366925.500000 Penalty: 5433.467773
	Iteration 15Q: 3 clusters Score -4366926 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56871 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4367007.000000 Penalty: 5433.467773
	Iteration 16Q: 3 clusters Score -4367007 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56897 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4367053.000000 Penalty: 5433.467773
	Iteration 17Q: 3 clusters Score -4367053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4367089.000000 Penalty: 5433.467773
	Iteration 18Q: 3 clusters Score -4367089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56929 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4367114.500000 Penalty: 5433.467773
	Iteration 19Q: 3 clusters Score -4367114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56945 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4367133.000000 Penalty: 5433.467773
	Iteration 20F: 3 clusters Score -4367133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56946 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4367143.000000 Penalty: 5433.467773
	Iteration 21Q: 3 clusters Score -4367143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56949 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4367155.000000 Penalty: 5433.467773
	Iteration 22Q: 3 clusters Score -4367155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4367168.500000 Penalty: 5433.467773
	Iteration 23Q: 3 clusters Score -4367168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56961 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4367171.000000 Penalty: 5433.467773
	Iteration 24Q: 3 clusters Score -4367171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56960 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4367175.000000 Penalty: 5433.467773
	Iteration 25Q: 3 clusters Score -4367175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56960 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4367175.000000 Penalty: 5433.467773
	Iteration 26F: 3 clusters Score -4367175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Entering Unmasked Estep 
Score: -139137.312500 Penalty: 1890.056396
	Iteration 0F: 2 clusters Score -139137.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -136486.359375 Penalty: 3780.112793
	Iteration 0F: 3 clusters Score -136486.4 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -137029.000000 Penalty: 3780.112793
	Iteration 1F: 3 clusters Score -137029 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -137189.062500 Penalty: 3780.112793
	Iteration 2F: 3 clusters Score -137189.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -137310.015625 Penalty: 3780.112793
	Iteration 3F: 3 clusters Score -137310 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -137420.687500 Penalty: 3780.112793
	Iteration 4Q: 3 clusters Score -137420.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -137510.625000 Penalty: 3780.112793
	Iteration 5Q: 3 clusters Score -137510.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -137628.515625 Penalty: 3780.112793
	Iteration 6Q: 3 clusters Score -137628.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -137833.281250 Penalty: 3780.112793
	Iteration 7Q: 3 clusters Score -137833.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -138060.593750 Penalty: 3780.112793
	Iteration 8Q: 3 clusters Score -138060.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -138206.156250 Penalty: 3780.112793
	Iteration 9Q: 3 clusters Score -138206.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -138314.750000 Penalty: 3780.112793
	Iteration 10Q: 3 clusters Score -138314.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -138411.000000 Penalty: 3780.112793
	Iteration 11Q: 3 clusters Score -138411 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -138480.359375 Penalty: 3780.112793
	Iteration 12Q: 3 clusters Score -138480.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -138532.984375 Penalty: 3780.112793
	Iteration 13Q: 3 clusters Score -138533 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -138580.500000 Penalty: 3780.112793
	Iteration 14Q: 3 clusters Score -138580.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -138638.953125 Penalty: 3780.112793
	Iteration 15Q: 3 clusters Score -138639 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -138696.078125 Penalty: 3780.112793
	Iteration 16Q: 3 clusters Score -138696.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -138731.171875 Penalty: 3780.112793
	Iteration 17Q: 3 clusters Score -138731.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -138746.937500 Penalty: 3780.112793
	Iteration 18Q: 3 clusters Score -138746.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -138754.609375 Penalty: 3780.112793
	Iteration 19Q: 3 clusters Score -138754.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -138761.468750 Penalty: 3780.112793
	Iteration 20F: 3 clusters Score -138761.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -138766.921875 Penalty: 3780.112793
	Iteration 21Q: 3 clusters Score -138766.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -138773.859375 Penalty: 3780.112793
	Iteration 22Q: 3 clusters Score -138773.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -138777.031250 Penalty: 3780.112793
	Iteration 23Q: 3 clusters Score -138777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -138782.906250 Penalty: 3780.112793
	Iteration 24Q: 3 clusters Score -138782.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -138790.796875 Penalty: 3780.112793
	Iteration 25Q: 3 clusters Score -138790.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -138794.468750 Penalty: 3780.112793
	Iteration 26Q: 3 clusters Score -138794.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -138796.625000 Penalty: 3780.112793
	Iteration 27Q: 3 clusters Score -138796.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -138798.078125 Penalty: 3780.112793
	Iteration 28Q: 3 clusters Score -138798.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -138802.437500 Penalty: 3780.112793
	Iteration 29Q: 3 clusters Score -138802.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -138809.156250 Penalty: 3780.112793
	Iteration 30Q: 3 clusters Score -138809.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -138812.093750 Penalty: 3780.112793
	Iteration 31Q: 3 clusters Score -138812.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -138814.031250 Penalty: 3780.112793
	Iteration 32Q: 3 clusters Score -138814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -138816.421875 Penalty: 3780.112793
	Iteration 33Q: 3 clusters Score -138816.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -138816.421875 Penalty: 3780.112793
	Iteration 34F: 3 clusters Score -138816.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Entering Unmasked Estep 
Score: -992566.062500 Penalty: 2363.321289
	Iteration 0F: 2 clusters Score -992566.1 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 6883 members 
Entering Unmasked Estep 
Score: -982481.312500 Penalty: 4726.642578
	Iteration 0F: 3 clusters Score -982481.3 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -985794.812500 Penalty: 4726.642578
	Iteration 1F: 3 clusters Score -985794.8 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -986354.187500 Penalty: 4726.642578
	Iteration 2F: 3 clusters Score -986354.2 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -987158.562500 Penalty: 4726.642578
	Iteration 3F: 3 clusters Score -987158.6 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -988498.812500 Penalty: 4726.642578
	Iteration 4F: 3 clusters Score -988498.8 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -990104.687500 Penalty: 4726.642578
	Iteration 5F: 3 clusters Score -990104.7 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -991310.125000 Penalty: 4726.642578
	Iteration 6F: 3 clusters Score -991310.1 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -992063.875000 Penalty: 4726.642578
	Iteration 7F: 3 clusters Score -992063.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -992551.312500 Penalty: 4726.642578
	Iteration 8Q: 3 clusters Score -992551.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -992829.812500 Penalty: 4726.642578
	Iteration 9Q: 3 clusters Score -992829.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -992961.875000 Penalty: 4726.642578
	Iteration 10Q: 3 clusters Score -992961.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -993035.250000 Penalty: 4726.642578
	Iteration 11Q: 3 clusters Score -993035.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -993064.812500 Penalty: 4726.642578
	Iteration 12Q: 3 clusters Score -993064.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -993089.562500 Penalty: 4726.642578
	Iteration 13Q: 3 clusters Score -993089.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -993102.750000 Penalty: 4726.642578
	Iteration 14Q: 3 clusters Score -993102.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -993114.125000 Penalty: 4726.642578
	Iteration 15Q: 3 clusters Score -993114.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -993125.687500 Penalty: 4726.642578
	Iteration 16Q: 3 clusters Score -993125.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -993129.500000 Penalty: 4726.642578
	Iteration 17Q: 3 clusters Score -993129.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -993133.625000 Penalty: 4726.642578
	Iteration 18Q: 3 clusters Score -993133.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -993136.500000 Penalty: 4726.642578
	Iteration 19Q: 3 clusters Score -993136.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -993138.562500 Penalty: 4726.642578
	Iteration 20F: 3 clusters Score -993138.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -993141.187500 Penalty: 4726.642578
	Iteration 21Q: 3 clusters Score -993141.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -993141.937500 Penalty: 4726.642578
	Iteration 22Q: 3 clusters Score -993141.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -993142.500000 Penalty: 4726.642578
	Iteration 23Q: 3 clusters Score -993142.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -993140.375000 Penalty: 4726.642578
	Iteration 24Q: 3 clusters Score -993140.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -993139.500000 Penalty: 4726.642578
	Iteration 25Q: 3 clusters Score -993139.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -993144.812500 Penalty: 4726.642578
	Iteration 26Q: 3 clusters Score -993144.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -993145.875000 Penalty: 4726.642578
	Iteration 27Q: 3 clusters Score -993145.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -993143.375000 Penalty: 4726.642578
	Iteration 28Q: 3 clusters Score -993143.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -993144.062500 Penalty: 4726.642578
	Iteration 29Q: 3 clusters Score -993144.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -993143.312500 Penalty: 4726.642578
	Iteration 30Q: 3 clusters Score -993143.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -993143.312500 Penalty: 4726.642578
	Iteration 31F: 3 clusters Score -993143.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252076 members 
Mstep: Class 2 contains 35348 members 
Mstep: Class 3 contains 101471 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14064 members 
Mstep: Class 6 contains 19010 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 30849 members 
Mstep: Class 9 contains 27572 members 
Mstep: Class 10 contains 132110 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91507 members 
Mstep: Class 13 contains 206394 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 12961 members 
Mstep: Class 16 contains 57215 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 3880 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8646 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 232680 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 41343 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13658 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7947 members 
Mstep: Class 32 contains 2588 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11366 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 975 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 17196 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5075 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10553 members 
Mstep: Class 43 contains 3040 members 
Mstep: Class 44 contains 9880 members 
Entering Unmasked Estep 
Score: -102302440.000000 Penalty: 154550.578125
Splitting cluster 18 changes total score from -102302992.000000 to -102302440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (3057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Entering Unmasked Estep 
Score: -214843.765625 Penalty: 1990.246948
	Iteration 0F: 2 clusters Score -214843.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -211598.703125 Penalty: 3980.493896
	Iteration 0F: 3 clusters Score -211598.7 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -212338.156250 Penalty: 3980.493896
	Iteration 1F: 3 clusters Score -212338.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -212550.562500 Penalty: 3980.493896
	Iteration 2F: 3 clusters Score -212550.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -212701.515625 Penalty: 3980.493896
	Iteration 3F: 3 clusters Score -212701.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -212863.843750 Penalty: 3980.493896
	Iteration 4F: 3 clusters Score -212863.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -213030.750000 Penalty: 3980.493896
	Iteration 5Q: 3 clusters Score -213030.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -213247.703125 Penalty: 3980.493896
	Iteration 6Q: 3 clusters Score -213247.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -213521.578125 Penalty: 3980.493896
	Iteration 7Q: 3 clusters Score -213521.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -213726.875000 Penalty: 3980.493896
	Iteration 8Q: 3 clusters Score -213726.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -213920.468750 Penalty: 3980.493896
	Iteration 9Q: 3 clusters Score -213920.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -214040.562500 Penalty: 3980.493896
	Iteration 10Q: 3 clusters Score -214040.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -214131.187500 Penalty: 3980.493896
	Iteration 11Q: 3 clusters Score -214131.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -214205.984375 Penalty: 3980.493896
	Iteration 12Q: 3 clusters Score -214206 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -214288.781250 Penalty: 3980.493896
	Iteration 13Q: 3 clusters Score -214288.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -214371.796875 Penalty: 3980.493896
	Iteration 14Q: 3 clusters Score -214371.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -214435.250000 Penalty: 3980.493896
	Iteration 15Q: 3 clusters Score -214435.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -214471.250000 Penalty: 3980.493896
	Iteration 16Q: 3 clusters Score -214471.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -214498.515625 Penalty: 3980.493896
	Iteration 17Q: 3 clusters Score -214498.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -214514.578125 Penalty: 3980.493896
	Iteration 18Q: 3 clusters Score -214514.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -214525.093750 Penalty: 3980.493896
	Iteration 19Q: 3 clusters Score -214525.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -214526.453125 Penalty: 3980.493896
	Iteration 20F: 3 clusters Score -214526.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -214526.984375 Penalty: 3980.493896
	Iteration 21Q: 3 clusters Score -214527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -214526.984375 Penalty: 3980.493896
	Iteration 22F: 3 clusters Score -214527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Entering Unmasked Estep 
Score: -636997.500000 Penalty: 2248.083252
	Iteration 0F: 2 clusters Score -636997.5 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 4312 members 
Entering Unmasked Estep 
Score: -630233.437500 Penalty: 4496.166504
	Iteration 0F: 3 clusters Score -630233.4 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -632087.500000 Penalty: 4496.166504
	Iteration 1F: 3 clusters Score -632087.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -632328.687500 Penalty: 4496.166504
	Iteration 2F: 3 clusters Score -632328.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -632499.250000 Penalty: 4496.166504
	Iteration 3Q: 3 clusters Score -632499.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -632639.375000 Penalty: 4496.166504
	Iteration 4Q: 3 clusters Score -632639.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -632773.875000 Penalty: 4496.166504
	Iteration 5Q: 3 clusters Score -632773.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -632894.625000 Penalty: 4496.166504
	Iteration 6Q: 3 clusters Score -632894.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -633002.812500 Penalty: 4496.166504
	Iteration 7Q: 3 clusters Score -633002.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -633095.500000 Penalty: 4496.166504
	Iteration 8Q: 3 clusters Score -633095.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -633176.125000 Penalty: 4496.166504
	Iteration 9Q: 3 clusters Score -633176.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -633250.187500 Penalty: 4496.166504
	Iteration 10Q: 3 clusters Score -633250.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -633312.500000 Penalty: 4496.166504
	Iteration 11Q: 3 clusters Score -633312.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -633373.937500 Penalty: 4496.166504
	Iteration 12Q: 3 clusters Score -633373.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -633439.187500 Penalty: 4496.166504
	Iteration 13Q: 3 clusters Score -633439.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -633509.687500 Penalty: 4496.166504
	Iteration 14Q: 3 clusters Score -633509.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -633594.875000 Penalty: 4496.166504
	Iteration 15Q: 3 clusters Score -633594.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -633679.312500 Penalty: 4496.166504
	Iteration 16Q: 3 clusters Score -633679.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -633778.750000 Penalty: 4496.166504
	Iteration 17Q: 3 clusters Score -633778.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -633883.000000 Penalty: 4496.166504
	Iteration 18Q: 3 clusters Score -633883 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -633983.625000 Penalty: 4496.166504
	Iteration 19Q: 3 clusters Score -633983.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -634086.062500 Penalty: 4496.166504
	Iteration 20F: 3 clusters Score -634086.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -634177.437500 Penalty: 4496.166504
	Iteration 21Q: 3 clusters Score -634177.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -634282.812500 Penalty: 4496.166504
	Iteration 22Q: 3 clusters Score -634282.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -634403.312500 Penalty: 4496.166504
	Iteration 23Q: 3 clusters Score -634403.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -634535.562500 Penalty: 4496.166504
	Iteration 24Q: 3 clusters Score -634535.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -634663.312500 Penalty: 4496.166504
	Iteration 25Q: 3 clusters Score -634663.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -634782.937500 Penalty: 4496.166504
	Iteration 26Q: 3 clusters Score -634782.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -634892.062500 Penalty: 4496.166504
	Iteration 27Q: 3 clusters Score -634892.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -635009.625000 Penalty: 4496.166504
	Iteration 28Q: 3 clusters Score -635009.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -635126.625000 Penalty: 4496.166504
	Iteration 29Q: 3 clusters Score -635126.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -635263.750000 Penalty: 4496.166504
	Iteration 30Q: 3 clusters Score -635263.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -635403.625000 Penalty: 4496.166504
	Iteration 31Q: 3 clusters Score -635403.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -635522.062500 Penalty: 4496.166504
	Iteration 32Q: 3 clusters Score -635522.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -635643.937500 Penalty: 4496.166504
	Iteration 33Q: 3 clusters Score -635643.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -635737.625000 Penalty: 4496.166504
	Iteration 34Q: 3 clusters Score -635737.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -635807.250000 Penalty: 4496.166504
	Iteration 35Q: 3 clusters Score -635807.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -635869.062500 Penalty: 4496.166504
	Iteration 36Q: 3 clusters Score -635869.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -635930.125000 Penalty: 4496.166504
	Iteration 37Q: 3 clusters Score -635930.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -635986.625000 Penalty: 4496.166504
	Iteration 38Q: 3 clusters Score -635986.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -636035.625000 Penalty: 4496.166504
	Iteration 39Q: 3 clusters Score -636035.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -636099.000000 Penalty: 4496.166504
	Iteration 40F: 3 clusters Score -636099 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -636165.062500 Penalty: 4496.166504
	Iteration 41Q: 3 clusters Score -636165.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -636222.625000 Penalty: 4496.166504
	Iteration 42Q: 3 clusters Score -636222.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -636301.812500 Penalty: 4496.166504
	Iteration 43Q: 3 clusters Score -636301.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -636389.687500 Penalty: 4496.166504
	Iteration 44Q: 3 clusters Score -636389.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -636510.687500 Penalty: 4496.166504
	Iteration 45Q: 3 clusters Score -636510.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -636643.687500 Penalty: 4496.166504
	Iteration 46Q: 3 clusters Score -636643.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -636794.437500 Penalty: 4496.166504
	Iteration 47Q: 3 clusters Score -636794.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -636957.000000 Penalty: 4496.166504
	Iteration 48Q: 3 clusters Score -636957 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -637123.312500 Penalty: 4496.166504
	Iteration 49Q: 3 clusters Score -637123.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -637285.500000 Penalty: 4496.166504
	Iteration 50Q: 3 clusters Score -637285.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -637391.937500 Penalty: 4496.166504
	Iteration 51Q: 3 clusters Score -637391.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -637447.312500 Penalty: 4496.166504
	Iteration 52Q: 3 clusters Score -637447.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -637466.937500 Penalty: 4496.166504
	Iteration 53Q: 3 clusters Score -637466.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -637474.750000 Penalty: 4496.166504
	Iteration 54Q: 3 clusters Score -637474.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -637482.062500 Penalty: 4496.166504
	Iteration 55Q: 3 clusters Score -637482.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -637484.750000 Penalty: 4496.166504
	Iteration 56Q: 3 clusters Score -637484.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -637487.250000 Penalty: 4496.166504
	Iteration 57Q: 3 clusters Score -637487.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -637488.062500 Penalty: 4496.166504
	Iteration 58Q: 3 clusters Score -637488.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -637488.250000 Penalty: 4496.166504
	Iteration 59Q: 3 clusters Score -637488.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -637513.750000 Penalty: 4496.166504
	Iteration 60F: 3 clusters Score -637513.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -637517.250000 Penalty: 4496.166504
	Iteration 61Q: 3 clusters Score -637517.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -637519.312500 Penalty: 4496.166504
	Iteration 62Q: 3 clusters Score -637519.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -637519.625000 Penalty: 4496.166504
	Iteration 63Q: 3 clusters Score -637519.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -637521.062500 Penalty: 4496.166504
	Iteration 64Q: 3 clusters Score -637521.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -637518.937500 Penalty: 4496.166504
	Iteration 65Q: 3 clusters Score -637518.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -637520.562500 Penalty: 4496.166504
	Iteration 66Q: 3 clusters Score -637520.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -637520.562500 Penalty: 4496.166504
	Iteration 67F: 3 clusters Score -637520.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252076 members 
Mstep: Class 2 contains 35348 members 
Mstep: Class 3 contains 101471 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14064 members 
Mstep: Class 6 contains 19010 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 30849 members 
Mstep: Class 9 contains 27572 members 
Mstep: Class 10 contains 132110 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91507 members 
Mstep: Class 13 contains 206394 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 12961 members 
Mstep: Class 16 contains 57215 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13760 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 3647 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 232680 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 41343 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13658 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7947 members 
Mstep: Class 32 contains 2588 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11366 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 975 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 17196 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5075 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10553 members 
Mstep: Class 43 contains 3040 members 
Mstep: Class 44 contains 4999 members 
Entering Unmasked Estep 
Score: -102302168.000000 Penalty: 154550.578125
Splitting cluster 20 changes total score from -102302992.000000 to -102302168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (3667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Entering Unmasked Estep 
Score: -264740.656250 Penalty: 2035.368164
	Iteration 0F: 2 clusters Score -264740.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -261052.109375 Penalty: 4070.736328
	Iteration 0F: 3 clusters Score -261052.1 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -261928.031250 Penalty: 4070.736328
	Iteration 1F: 3 clusters Score -261928 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -262230.093750 Penalty: 4070.736328
	Iteration 2F: 3 clusters Score -262230.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -262477.375000 Penalty: 4070.736328
	Iteration 3F: 3 clusters Score -262477.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -262700.250000 Penalty: 4070.736328
	Iteration 4F: 3 clusters Score -262700.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -262903.312500 Penalty: 4070.736328
	Iteration 5F: 3 clusters Score -262903.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -263047.906250 Penalty: 4070.736328
	Iteration 6Q: 3 clusters Score -263047.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -263185.718750 Penalty: 4070.736328
	Iteration 7Q: 3 clusters Score -263185.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -263327.281250 Penalty: 4070.736328
	Iteration 8Q: 3 clusters Score -263327.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -263450.812500 Penalty: 4070.736328
	Iteration 9Q: 3 clusters Score -263450.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -263558.625000 Penalty: 4070.736328
	Iteration 10Q: 3 clusters Score -263558.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -263650.031250 Penalty: 4070.736328
	Iteration 11Q: 3 clusters Score -263650 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -263712.406250 Penalty: 4070.736328
	Iteration 12Q: 3 clusters Score -263712.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -263758.875000 Penalty: 4070.736328
	Iteration 13Q: 3 clusters Score -263758.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -263785.656250 Penalty: 4070.736328
	Iteration 14Q: 3 clusters Score -263785.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -263799.375000 Penalty: 4070.736328
	Iteration 15Q: 3 clusters Score -263799.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -263811.281250 Penalty: 4070.736328
	Iteration 16Q: 3 clusters Score -263811.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -263817.937500 Penalty: 4070.736328
	Iteration 17Q: 3 clusters Score -263817.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -263827.406250 Penalty: 4070.736328
	Iteration 18Q: 3 clusters Score -263827.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -263834.000000 Penalty: 4070.736328
	Iteration 19Q: 3 clusters Score -263834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -263839.625000 Penalty: 4070.736328
	Iteration 20F: 3 clusters Score -263839.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -263842.062500 Penalty: 4070.736328
	Iteration 21Q: 3 clusters Score -263842.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -263849.437500 Penalty: 4070.736328
	Iteration 22Q: 3 clusters Score -263849.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -263854.812500 Penalty: 4070.736328
	Iteration 23Q: 3 clusters Score -263854.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -263860.812500 Penalty: 4070.736328
	Iteration 24Q: 3 clusters Score -263860.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -263863.906250 Penalty: 4070.736328
	Iteration 25Q: 3 clusters Score -263863.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -263869.468750 Penalty: 4070.736328
	Iteration 26Q: 3 clusters Score -263869.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -263872.406250 Penalty: 4070.736328
	Iteration 27Q: 3 clusters Score -263872.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -263874.750000 Penalty: 4070.736328
	Iteration 28Q: 3 clusters Score -263874.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -263877.000000 Penalty: 4070.736328
	Iteration 29Q: 3 clusters Score -263877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -263878.437500 Penalty: 4070.736328
	Iteration 30Q: 3 clusters Score -263878.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -263879.875000 Penalty: 4070.736328
	Iteration 31Q: 3 clusters Score -263879.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -263880.593750 Penalty: 4070.736328
	Iteration 32Q: 3 clusters Score -263880.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -263880.593750 Penalty: 4070.736328
	Iteration 33F: 3 clusters Score -263880.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Entering Unmasked Estep 
Score: -282291.718750 Penalty: 2092.285156
	Iteration 0F: 2 clusters Score -282291.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -278021.531250 Penalty: 4184.570312
	Iteration 0F: 3 clusters Score -278021.5 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -279143.968750 Penalty: 4184.570312
	Iteration 1F: 3 clusters Score -279144 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -279449.812500 Penalty: 4184.570312
	Iteration 2F: 3 clusters Score -279449.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -279665.843750 Penalty: 4184.570312
	Iteration 3F: 3 clusters Score -279665.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -279843.875000 Penalty: 4184.570312
	Iteration 4F: 3 clusters Score -279843.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -279983.781250 Penalty: 4184.570312
	Iteration 5Q: 3 clusters Score -279983.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -280127.312500 Penalty: 4184.570312
	Iteration 6Q: 3 clusters Score -280127.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -280249.281250 Penalty: 4184.570312
	Iteration 7Q: 3 clusters Score -280249.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -280356.312500 Penalty: 4184.570312
	Iteration 8Q: 3 clusters Score -280356.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -280454.500000 Penalty: 4184.570312
	Iteration 9Q: 3 clusters Score -280454.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -280557.750000 Penalty: 4184.570312
	Iteration 10Q: 3 clusters Score -280557.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -280655.031250 Penalty: 4184.570312
	Iteration 11Q: 3 clusters Score -280655 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -280741.500000 Penalty: 4184.570312
	Iteration 12Q: 3 clusters Score -280741.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -280806.968750 Penalty: 4184.570312
	Iteration 13Q: 3 clusters Score -280807 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -280851.437500 Penalty: 4184.570312
	Iteration 14Q: 3 clusters Score -280851.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -280880.500000 Penalty: 4184.570312
	Iteration 15Q: 3 clusters Score -280880.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -280910.156250 Penalty: 4184.570312
	Iteration 16Q: 3 clusters Score -280910.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -280940.437500 Penalty: 4184.570312
	Iteration 17Q: 3 clusters Score -280940.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -280964.625000 Penalty: 4184.570312
	Iteration 18Q: 3 clusters Score -280964.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -280983.375000 Penalty: 4184.570312
	Iteration 19Q: 3 clusters Score -280983.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -280996.781250 Penalty: 4184.570312
	Iteration 20F: 3 clusters Score -280996.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -281007.250000 Penalty: 4184.570312
	Iteration 21Q: 3 clusters Score -281007.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -281017.687500 Penalty: 4184.570312
	Iteration 22Q: 3 clusters Score -281017.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -281025.093750 Penalty: 4184.570312
	Iteration 23Q: 3 clusters Score -281025.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -281032.562500 Penalty: 4184.570312
	Iteration 24Q: 3 clusters Score -281032.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -281043.562500 Penalty: 4184.570312
	Iteration 25Q: 3 clusters Score -281043.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -281052.093750 Penalty: 4184.570312
	Iteration 26Q: 3 clusters Score -281052.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -281061.406250 Penalty: 4184.570312
	Iteration 27Q: 3 clusters Score -281061.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -281073.875000 Penalty: 4184.570312
	Iteration 28Q: 3 clusters Score -281073.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -281084.937500 Penalty: 4184.570312
	Iteration 29Q: 3 clusters Score -281084.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -281097.000000 Penalty: 4184.570312
	Iteration 30Q: 3 clusters Score -281097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -281108.250000 Penalty: 4184.570312
	Iteration 31Q: 3 clusters Score -281108.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -281124.687500 Penalty: 4184.570312
	Iteration 32Q: 3 clusters Score -281124.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -281146.312500 Penalty: 4184.570312
	Iteration 33Q: 3 clusters Score -281146.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -281165.906250 Penalty: 4184.570312
	Iteration 34Q: 3 clusters Score -281165.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -281189.187500 Penalty: 4184.570312
	Iteration 35Q: 3 clusters Score -281189.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -281206.625000 Penalty: 4184.570312
	Iteration 36Q: 3 clusters Score -281206.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -281219.062500 Penalty: 4184.570312
	Iteration 37Q: 3 clusters Score -281219.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -281228.312500 Penalty: 4184.570312
	Iteration 38Q: 3 clusters Score -281228.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -281239.062500 Penalty: 4184.570312
	Iteration 39Q: 3 clusters Score -281239.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -281248.218750 Penalty: 4184.570312
	Iteration 40F: 3 clusters Score -281248.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -281255.781250 Penalty: 4184.570312
	Iteration 41Q: 3 clusters Score -281255.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -281265.687500 Penalty: 4184.570312
	Iteration 42Q: 3 clusters Score -281265.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -281275.750000 Penalty: 4184.570312
	Iteration 43Q: 3 clusters Score -281275.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -281282.687500 Penalty: 4184.570312
	Iteration 44Q: 3 clusters Score -281282.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -281286.781250 Penalty: 4184.570312
	Iteration 45Q: 3 clusters Score -281286.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -281290.218750 Penalty: 4184.570312
	Iteration 46Q: 3 clusters Score -281290.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -281294.187500 Penalty: 4184.570312
	Iteration 47Q: 3 clusters Score -281294.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -281296.375000 Penalty: 4184.570312
	Iteration 48Q: 3 clusters Score -281296.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -281297.625000 Penalty: 4184.570312
	Iteration 49Q: 3 clusters Score -281297.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -281299.406250 Penalty: 4184.570312
	Iteration 50Q: 3 clusters Score -281299.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -281300.875000 Penalty: 4184.570312
	Iteration 51Q: 3 clusters Score -281300.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -281301.937500 Penalty: 4184.570312
	Iteration 52Q: 3 clusters Score -281301.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -281303.093750 Penalty: 4184.570312
	Iteration 53Q: 3 clusters Score -281303.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -281304.125000 Penalty: 4184.570312
	Iteration 54Q: 3 clusters Score -281304.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -281305.843750 Penalty: 4184.570312
	Iteration 55Q: 3 clusters Score -281305.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -281306.281250 Penalty: 4184.570312
	Iteration 56Q: 3 clusters Score -281306.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -281306.843750 Penalty: 4184.570312
	Iteration 57Q: 3 clusters Score -281306.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -281306.843750 Penalty: 4184.570312
	Iteration 58F: 3 clusters Score -281306.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (232680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232680 members 
Entering Unmasked Estep 
Score: -17862038.000000 Penalty: 3064.639893
	Iteration 0F: 2 clusters Score -1.786204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116385 members 
Mstep: Class 2 contains 116295 members 
Entering Unmasked Estep 
Score: -17705606.000000 Penalty: 6129.279785
	Iteration 0F: 3 clusters Score -1.770561e+07 nChanged 112367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116852 members 
Mstep: Class 2 contains 115828 members 
Entering Unmasked Estep 
Score: -17770894.000000 Penalty: 6129.279785
	Iteration 1F: 3 clusters Score -1.777089e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116854 members 
Mstep: Class 2 contains 115826 members 
Entering Unmasked Estep 
Score: -17771760.000000 Penalty: 6129.279785
	Iteration 2Q: 3 clusters Score -1.777176e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116945 members 
Mstep: Class 2 contains 115735 members 
Entering Unmasked Estep 
Score: -17772468.000000 Penalty: 6129.279785
	Iteration 3Q: 3 clusters Score -1.777247e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117053 members 
Mstep: Class 2 contains 115627 members 
Entering Unmasked Estep 
Score: -17773266.000000 Penalty: 6129.279785
	Iteration 4Q: 3 clusters Score -1.777327e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117183 members 
Mstep: Class 2 contains 115497 members 
Entering Unmasked Estep 
Score: -17774230.000000 Penalty: 6129.279785
	Iteration 5Q: 3 clusters Score -1.777423e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117535 members 
Mstep: Class 2 contains 115145 members 
Entering Unmasked Estep 
Score: -17775302.000000 Penalty: 6129.279785
	Iteration 6Q: 3 clusters Score -1.77753e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118209 members 
Mstep: Class 2 contains 114471 members 
Entering Unmasked Estep 
Score: -17776490.000000 Penalty: 6129.279785
	Iteration 7Q: 3 clusters Score -1.777649e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119450 members 
Mstep: Class 2 contains 113230 members 
Entering Unmasked Estep 
Score: -17778196.000000 Penalty: 6129.279785
	Iteration 8Q: 3 clusters Score -1.77782e+07 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121427 members 
Mstep: Class 2 contains 111253 members 
Entering Unmasked Estep 
Score: -17780436.000000 Penalty: 6129.279785
	Iteration 9Q: 3 clusters Score -1.778044e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124773 members 
Mstep: Class 2 contains 107907 members 
Entering Unmasked Estep 
Score: -17783696.000000 Penalty: 6129.279785
	Iteration 10Q: 3 clusters Score -1.77837e+07 nChanged 9740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129801 members 
Mstep: Class 2 contains 102879 members 
Entering Unmasked Estep 
Score: -17787938.000000 Penalty: 6129.279785
	Iteration 11Q: 3 clusters Score -1.778794e+07 nChanged 11301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136972 members 
Mstep: Class 2 contains 95708 members 
Entering Unmasked Estep 
Score: -17794240.000000 Penalty: 6129.279785
	Iteration 12Q: 3 clusters Score -1.779424e+07 nChanged 12863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146341 members 
Mstep: Class 2 contains 86339 members 
Entering Unmasked Estep 
Score: -17802514.000000 Penalty: 6129.279785
	Iteration 13F: 3 clusters Score -1.780251e+07 nChanged 13746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157079 members 
Mstep: Class 2 contains 75601 members 
Entering Unmasked Estep 
Score: -17811836.000000 Penalty: 6129.279785
	Iteration 14F: 3 clusters Score -1.781184e+07 nChanged 13343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167942 members 
Mstep: Class 2 contains 64738 members 
Entering Unmasked Estep 
Score: -17821344.000000 Penalty: 6129.279785
	Iteration 15F: 3 clusters Score -1.782134e+07 nChanged 11719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177907 members 
Mstep: Class 2 contains 54773 members 
Entering Unmasked Estep 
Score: -17829084.000000 Penalty: 6129.279785
	Iteration 16F: 3 clusters Score -1.782908e+07 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186585 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -17834984.000000 Penalty: 6129.279785
	Iteration 17Q: 3 clusters Score -1.783498e+07 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194288 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -17839862.000000 Penalty: 6129.279785
	Iteration 18Q: 3 clusters Score -1.783986e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201155 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -17843970.000000 Penalty: 6129.279785
	Iteration 19Q: 3 clusters Score -1.784397e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207196 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -17847736.000000 Penalty: 6129.279785
	Iteration 20F: 3 clusters Score -1.784774e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212651 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -17851160.000000 Penalty: 6129.279785
	Iteration 21Q: 3 clusters Score -1.785116e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217223 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -17853922.000000 Penalty: 6129.279785
	Iteration 22Q: 3 clusters Score -1.785392e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220864 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -17856152.000000 Penalty: 6129.279785
	Iteration 23Q: 3 clusters Score -1.785615e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223629 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -17857776.000000 Penalty: 6129.279785
	Iteration 24Q: 3 clusters Score -1.785778e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225580 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -17858914.000000 Penalty: 6129.279785
	Iteration 25Q: 3 clusters Score -1.785891e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226951 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -17859762.000000 Penalty: 6129.279785
	Iteration 26Q: 3 clusters Score -1.785976e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227885 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -17860262.000000 Penalty: 6129.279785
	Iteration 27Q: 3 clusters Score -1.786026e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228510 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -17860564.000000 Penalty: 6129.279785
	Iteration 28Q: 3 clusters Score -1.786056e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228933 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -17860814.000000 Penalty: 6129.279785
	Iteration 29Q: 3 clusters Score -1.786081e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229212 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -17860940.000000 Penalty: 6129.279785
	Iteration 30Q: 3 clusters Score -1.786094e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229391 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -17861034.000000 Penalty: 6129.279785
	Iteration 31Q: 3 clusters Score -1.786103e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229517 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -17861074.000000 Penalty: 6129.279785
	Iteration 32Q: 3 clusters Score -1.786107e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229597 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -17861062.000000 Penalty: 6129.279785
	Iteration 33Q: 3 clusters Score -1.786106e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229656 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -17861070.000000 Penalty: 6129.279785
	Iteration 34Q: 3 clusters Score -1.786107e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229707 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -17861118.000000 Penalty: 6129.279785
	Iteration 35Q: 3 clusters Score -1.786112e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229741 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -17861126.000000 Penalty: 6129.279785
	Iteration 36Q: 3 clusters Score -1.786113e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229769 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -17861148.000000 Penalty: 6129.279785
	Iteration 37Q: 3 clusters Score -1.786115e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229782 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -17861132.000000 Penalty: 6129.279785
	Iteration 38Q: 3 clusters Score -1.786113e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229794 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -17861130.000000 Penalty: 6129.279785
	Iteration 39Q: 3 clusters Score -1.786113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229801 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -17861146.000000 Penalty: 6129.279785
	Iteration 40F: 3 clusters Score -1.786115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229813 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -17861142.000000 Penalty: 6129.279785
	Iteration 41Q: 3 clusters Score -1.786114e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229827 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -17861126.000000 Penalty: 6129.279785
	Iteration 42Q: 3 clusters Score -1.786113e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229843 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -17861134.000000 Penalty: 6129.279785
	Iteration 43Q: 3 clusters Score -1.786113e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229860 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -17861126.000000 Penalty: 6129.279785
	Iteration 44Q: 3 clusters Score -1.786113e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229871 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -17861138.000000 Penalty: 6129.279785
	Iteration 45Q: 3 clusters Score -1.786114e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229872 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -17861150.000000 Penalty: 6129.279785
	Iteration 46Q: 3 clusters Score -1.786115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229875 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -17861150.000000 Penalty: 6129.279785
	Iteration 47Q: 3 clusters Score -1.786115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229881 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -17861148.000000 Penalty: 6129.279785
	Iteration 48Q: 3 clusters Score -1.786115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229884 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -17861142.000000 Penalty: 6129.279785
	Iteration 49Q: 3 clusters Score -1.786114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229888 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -17861140.000000 Penalty: 6129.279785
	Iteration 50Q: 3 clusters Score -1.786114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229889 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -17861148.000000 Penalty: 6129.279785
	Iteration 51Q: 3 clusters Score -1.786115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229893 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -17861144.000000 Penalty: 6129.279785
	Iteration 52Q: 3 clusters Score -1.786114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229898 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -17861144.000000 Penalty: 6129.279785
	Iteration 53Q: 3 clusters Score -1.786114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229899 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -17861138.000000 Penalty: 6129.279785
	Iteration 54Q: 3 clusters Score -1.786114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229900 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -17861138.000000 Penalty: 6129.279785
	Iteration 55Q: 3 clusters Score -1.786114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229901 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -17861140.000000 Penalty: 6129.279785
	Iteration 56Q: 3 clusters Score -1.786114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229902 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -17861138.000000 Penalty: 6129.279785
	Iteration 57Q: 3 clusters Score -1.786114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229903 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -17861138.000000 Penalty: 6129.279785
	Iteration 58Q: 3 clusters Score -1.786114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229903 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -17861138.000000 Penalty: 6129.279785
	Iteration 59F: 3 clusters Score -1.786114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Entering Unmasked Estep 
Score: -396520.250000 Penalty: 2138.859131
	Iteration 0F: 2 clusters Score -396520.2 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 2778 members 
Entering Unmasked Estep 
Score: -391687.562500 Penalty: 4277.718262
	Iteration 0F: 3 clusters Score -391687.6 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -392982.343750 Penalty: 4277.718262
	Iteration 1F: 3 clusters Score -392982.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -393385.281250 Penalty: 4277.718262
	Iteration 2F: 3 clusters Score -393385.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -393695.375000 Penalty: 4277.718262
	Iteration 3F: 3 clusters Score -393695.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -393966.593750 Penalty: 4277.718262
	Iteration 4F: 3 clusters Score -393966.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -394165.406250 Penalty: 4277.718262
	Iteration 5F: 3 clusters Score -394165.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -394319.250000 Penalty: 4277.718262
	Iteration 6Q: 3 clusters Score -394319.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -394434.343750 Penalty: 4277.718262
	Iteration 7Q: 3 clusters Score -394434.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -394516.375000 Penalty: 4277.718262
	Iteration 8Q: 3 clusters Score -394516.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -394615.437500 Penalty: 4277.718262
	Iteration 9Q: 3 clusters Score -394615.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -394738.656250 Penalty: 4277.718262
	Iteration 10Q: 3 clusters Score -394738.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -394889.687500 Penalty: 4277.718262
	Iteration 11Q: 3 clusters Score -394889.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -395021.031250 Penalty: 4277.718262
	Iteration 12Q: 3 clusters Score -395021 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -395138.500000 Penalty: 4277.718262
	Iteration 13Q: 3 clusters Score -395138.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -395267.218750 Penalty: 4277.718262
	Iteration 14Q: 3 clusters Score -395267.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -395393.218750 Penalty: 4277.718262
	Iteration 15Q: 3 clusters Score -395393.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -395493.343750 Penalty: 4277.718262
	Iteration 16Q: 3 clusters Score -395493.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -395570.500000 Penalty: 4277.718262
	Iteration 17Q: 3 clusters Score -395570.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -395615.343750 Penalty: 4277.718262
	Iteration 18Q: 3 clusters Score -395615.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -395660.937500 Penalty: 4277.718262
	Iteration 19Q: 3 clusters Score -395660.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -395701.125000 Penalty: 4277.718262
	Iteration 20F: 3 clusters Score -395701.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -395727.250000 Penalty: 4277.718262
	Iteration 21Q: 3 clusters Score -395727.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -395755.718750 Penalty: 4277.718262
	Iteration 22Q: 3 clusters Score -395755.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -395767.906250 Penalty: 4277.718262
	Iteration 23Q: 3 clusters Score -395767.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -395790.843750 Penalty: 4277.718262
	Iteration 24Q: 3 clusters Score -395790.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -395822.531250 Penalty: 4277.718262
	Iteration 25Q: 3 clusters Score -395822.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -395870.156250 Penalty: 4277.718262
	Iteration 26Q: 3 clusters Score -395870.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -395900.687500 Penalty: 4277.718262
	Iteration 27Q: 3 clusters Score -395900.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -395919.062500 Penalty: 4277.718262
	Iteration 28Q: 3 clusters Score -395919.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -395929.687500 Penalty: 4277.718262
	Iteration 29Q: 3 clusters Score -395929.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -395934.625000 Penalty: 4277.718262
	Iteration 30Q: 3 clusters Score -395934.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -395937.531250 Penalty: 4277.718262
	Iteration 31Q: 3 clusters Score -395937.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -395941.031250 Penalty: 4277.718262
	Iteration 32Q: 3 clusters Score -395941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -395942.875000 Penalty: 4277.718262
	Iteration 33Q: 3 clusters Score -395942.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -395944.406250 Penalty: 4277.718262
	Iteration 34Q: 3 clusters Score -395944.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -395945.750000 Penalty: 4277.718262
	Iteration 35Q: 3 clusters Score -395945.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -395947.531250 Penalty: 4277.718262
	Iteration 36Q: 3 clusters Score -395947.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -395948.656250 Penalty: 4277.718262
	Iteration 37Q: 3 clusters Score -395948.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -395948.125000 Penalty: 4277.718262
	Iteration 38Q: 3 clusters Score -395948.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -395949.093750 Penalty: 4277.718262
	Iteration 39Q: 3 clusters Score -395949.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -395949.093750 Penalty: 4277.718262
	Iteration 40F: 3 clusters Score -395949.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (41343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Entering Unmasked Estep 
Score: -3100692.500000 Penalty: 2636.155273
	Iteration 0F: 2 clusters Score -3100692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -3072674.500000 Penalty: 5272.310547
	Iteration 0F: 3 clusters Score -3072674 nChanged 19058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -3083312.250000 Penalty: 5272.310547
	Iteration 1F: 3 clusters Score -3083312 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -3084182.000000 Penalty: 5272.310547
	Iteration 2Q: 3 clusters Score -3084182 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -3085120.000000 Penalty: 5272.310547
	Iteration 3F: 3 clusters Score -3085120 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -3086176.750000 Penalty: 5272.310547
	Iteration 4Q: 3 clusters Score -3086177 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -3087338.250000 Penalty: 5272.310547
	Iteration 5F: 3 clusters Score -3087338 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -3088707.000000 Penalty: 5272.310547
	Iteration 6F: 3 clusters Score -3088707 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -3090358.250000 Penalty: 5272.310547
	Iteration 7F: 3 clusters Score -3090358 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -3092192.500000 Penalty: 5272.310547
	Iteration 8F: 3 clusters Score -3092192 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -3094038.500000 Penalty: 5272.310547
	Iteration 9F: 3 clusters Score -3094038 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -3095499.750000 Penalty: 5272.310547
	Iteration 10F: 3 clusters Score -3095500 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -3096368.750000 Penalty: 5272.310547
	Iteration 11Q: 3 clusters Score -3096369 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -3096872.750000 Penalty: 5272.310547
	Iteration 12Q: 3 clusters Score -3096873 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -3097172.750000 Penalty: 5272.310547
	Iteration 13Q: 3 clusters Score -3097173 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -3097386.500000 Penalty: 5272.310547
	Iteration 14Q: 3 clusters Score -3097386 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -3097574.500000 Penalty: 5272.310547
	Iteration 15Q: 3 clusters Score -3097574 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -3097711.250000 Penalty: 5272.310547
	Iteration 16Q: 3 clusters Score -3097711 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -3097800.750000 Penalty: 5272.310547
	Iteration 17Q: 3 clusters Score -3097801 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -3097884.000000 Penalty: 5272.310547
	Iteration 18Q: 3 clusters Score -3097884 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -3097915.000000 Penalty: 5272.310547
	Iteration 19Q: 3 clusters Score -3097915 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -3097961.250000 Penalty: 5272.310547
	Iteration 20F: 3 clusters Score -3097961 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -3097992.750000 Penalty: 5272.310547
	Iteration 21Q: 3 clusters Score -3097993 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -3098021.750000 Penalty: 5272.310547
	Iteration 22Q: 3 clusters Score -3098022 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -3098035.500000 Penalty: 5272.310547
	Iteration 23Q: 3 clusters Score -3098036 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -3098063.750000 Penalty: 5272.310547
	Iteration 24Q: 3 clusters Score -3098064 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -3098065.000000 Penalty: 5272.310547
	Iteration 25Q: 3 clusters Score -3098065 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -3098088.000000 Penalty: 5272.310547
	Iteration 26Q: 3 clusters Score -3098088 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -3098084.750000 Penalty: 5272.310547
	Iteration 27Q: 3 clusters Score -3098085 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -3098094.000000 Penalty: 5272.310547
	Iteration 28Q: 3 clusters Score -3098094 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -3098102.000000 Penalty: 5272.310547
	Iteration 29Q: 3 clusters Score -3098102 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -3098117.250000 Penalty: 5272.310547
	Iteration 30Q: 3 clusters Score -3098117 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -3098137.500000 Penalty: 5272.310547
	Iteration 31Q: 3 clusters Score -3098138 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -3098132.000000 Penalty: 5272.310547
	Iteration 32Q: 3 clusters Score -3098132 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -3098140.000000 Penalty: 5272.310547
	Iteration 33Q: 3 clusters Score -3098140 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -3098140.250000 Penalty: 5272.310547
	Iteration 34Q: 3 clusters Score -3098140 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -3098141.250000 Penalty: 5272.310547
	Iteration 35Q: 3 clusters Score -3098141 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -3098147.000000 Penalty: 5272.310547
	Iteration 36Q: 3 clusters Score -3098147 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -3098153.250000 Penalty: 5272.310547
	Iteration 37Q: 3 clusters Score -3098153 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -3098157.500000 Penalty: 5272.310547
	Iteration 38Q: 3 clusters Score -3098158 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -3098163.000000 Penalty: 5272.310547
	Iteration 39Q: 3 clusters Score -3098163 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -3098167.000000 Penalty: 5272.310547
	Iteration 40F: 3 clusters Score -3098167 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -3098175.500000 Penalty: 5272.310547
	Iteration 41Q: 3 clusters Score -3098176 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3098187.750000 Penalty: 5272.310547
	Iteration 42Q: 3 clusters Score -3098188 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -3098194.250000 Penalty: 5272.310547
	Iteration 43Q: 3 clusters Score -3098194 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -3098209.250000 Penalty: 5272.310547
	Iteration 44Q: 3 clusters Score -3098209 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -3098212.750000 Penalty: 5272.310547
	Iteration 45Q: 3 clusters Score -3098213 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -3098214.750000 Penalty: 5272.310547
	Iteration 46Q: 3 clusters Score -3098215 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -3098213.750000 Penalty: 5272.310547
	Iteration 47Q: 3 clusters Score -3098214 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -3098226.500000 Penalty: 5272.310547
	Iteration 48Q: 3 clusters Score -3098226 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -3098217.250000 Penalty: 5272.310547
	Iteration 49Q: 3 clusters Score -3098217 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -3098233.500000 Penalty: 5272.310547
	Iteration 50Q: 3 clusters Score -3098234 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -3098245.500000 Penalty: 5272.310547
	Iteration 51Q: 3 clusters Score -3098246 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -3098246.500000 Penalty: 5272.310547
	Iteration 52Q: 3 clusters Score -3098246 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -3098265.750000 Penalty: 5272.310547
	Iteration 53Q: 3 clusters Score -3098266 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -3098264.750000 Penalty: 5272.310547
	Iteration 54Q: 3 clusters Score -3098265 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -3098267.250000 Penalty: 5272.310547
	Iteration 55Q: 3 clusters Score -3098267 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -3098270.000000 Penalty: 5272.310547
	Iteration 56Q: 3 clusters Score -3098270 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -3098266.250000 Penalty: 5272.310547
	Iteration 57Q: 3 clusters Score -3098266 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -3098272.250000 Penalty: 5272.310547
	Iteration 58Q: 3 clusters Score -3098272 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -3098270.250000 Penalty: 5272.310547
	Iteration 59Q: 3 clusters Score -3098270 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -3098275.250000 Penalty: 5272.310547
	Iteration 60F: 3 clusters Score -3098275 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -3098279.750000 Penalty: 5272.310547
	Iteration 61Q: 3 clusters Score -3098280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -3098275.750000 Penalty: 5272.310547
	Iteration 62Q: 3 clusters Score -3098276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -3098287.250000 Penalty: 5272.310547
	Iteration 63Q: 3 clusters Score -3098287 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -3098291.250000 Penalty: 5272.310547
	Iteration 64Q: 3 clusters Score -3098291 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -3098291.750000 Penalty: 5272.310547
	Iteration 65Q: 3 clusters Score -3098292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -3098302.250000 Penalty: 5272.310547
	Iteration 66Q: 3 clusters Score -3098302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -3098293.000000 Penalty: 5272.310547
	Iteration 67Q: 3 clusters Score -3098293 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3098306.000000 Penalty: 5272.310547
	Iteration 68Q: 3 clusters Score -3098306 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -3098304.750000 Penalty: 5272.310547
	Iteration 69Q: 3 clusters Score -3098305 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -3098305.250000 Penalty: 5272.310547
	Iteration 70Q: 3 clusters Score -3098305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -3098311.000000 Penalty: 5272.310547
	Iteration 71Q: 3 clusters Score -3098311 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3098306.250000 Penalty: 5272.310547
	Iteration 72Q: 3 clusters Score -3098306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3098304.750000 Penalty: 5272.310547
	Iteration 73Q: 3 clusters Score -3098305 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -3098313.250000 Penalty: 5272.310547
	Iteration 74Q: 3 clusters Score -3098313 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -3098313.000000 Penalty: 5272.310547
	Iteration 75Q: 3 clusters Score -3098313 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -3098316.000000 Penalty: 5272.310547
	Iteration 76Q: 3 clusters Score -3098316 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -3098323.750000 Penalty: 5272.310547
	Iteration 77Q: 3 clusters Score -3098324 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -3098331.250000 Penalty: 5272.310547
	Iteration 78Q: 3 clusters Score -3098331 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -3098336.000000 Penalty: 5272.310547
	Iteration 79Q: 3 clusters Score -3098336 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3098344.750000 Penalty: 5272.310547
	Iteration 80F: 3 clusters Score -3098345 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -3098347.000000 Penalty: 5272.310547
	Iteration 81Q: 3 clusters Score -3098347 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -3098348.500000 Penalty: 5272.310547
	Iteration 82Q: 3 clusters Score -3098348 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -3098345.750000 Penalty: 5272.310547
	Iteration 83Q: 3 clusters Score -3098346 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -3098360.000000 Penalty: 5272.310547
	Iteration 84Q: 3 clusters Score -3098360 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -3098362.750000 Penalty: 5272.310547
	Iteration 85Q: 3 clusters Score -3098363 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -3098387.750000 Penalty: 5272.310547
	Iteration 86Q: 3 clusters Score -3098388 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -3098378.750000 Penalty: 5272.310547
	Iteration 87Q: 3 clusters Score -3098379 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -3098376.750000 Penalty: 5272.310547
	Iteration 88Q: 3 clusters Score -3098377 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -3098373.750000 Penalty: 5272.310547
	Iteration 89Q: 3 clusters Score -3098374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -3098377.000000 Penalty: 5272.310547
	Iteration 90Q: 3 clusters Score -3098377 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -3098384.000000 Penalty: 5272.310547
	Iteration 91Q: 3 clusters Score -3098384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -3098385.000000 Penalty: 5272.310547
	Iteration 92Q: 3 clusters Score -3098385 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -3098393.750000 Penalty: 5272.310547
	Iteration 93Q: 3 clusters Score -3098394 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -3098397.500000 Penalty: 5272.310547
	Iteration 94Q: 3 clusters Score -3098398 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -3098401.250000 Penalty: 5272.310547
	Iteration 95Q: 3 clusters Score -3098401 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -3098401.250000 Penalty: 5272.310547
	Iteration 96Q: 3 clusters Score -3098401 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -3098403.500000 Penalty: 5272.310547
	Iteration 97Q: 3 clusters Score -3098404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -3098406.750000 Penalty: 5272.310547
	Iteration 98Q: 3 clusters Score -3098407 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -3098415.250000 Penalty: 5272.310547
	Iteration 99Q: 3 clusters Score -3098415 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -3098419.000000 Penalty: 5272.310547
	Iteration 100F: 3 clusters Score -3098419 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -3098422.250000 Penalty: 5272.310547
	Iteration 101Q: 3 clusters Score -3098422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -3098429.250000 Penalty: 5272.310547
	Iteration 102Q: 3 clusters Score -3098429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -3098427.500000 Penalty: 5272.310547
	Iteration 103Q: 3 clusters Score -3098428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -3098429.250000 Penalty: 5272.310547
	Iteration 104Q: 3 clusters Score -3098429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -3098428.750000 Penalty: 5272.310547
	Iteration 105Q: 3 clusters Score -3098429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -3098428.250000 Penalty: 5272.310547
	Iteration 106Q: 3 clusters Score -3098428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -3098426.750000 Penalty: 5272.310547
	Iteration 107Q: 3 clusters Score -3098427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -3098435.500000 Penalty: 5272.310547
	Iteration 108Q: 3 clusters Score -3098436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -3098437.500000 Penalty: 5272.310547
	Iteration 109Q: 3 clusters Score -3098438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -3098435.750000 Penalty: 5272.310547
	Iteration 110Q: 3 clusters Score -3098436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -3098431.500000 Penalty: 5272.310547
	Iteration 111Q: 3 clusters Score -3098432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -3098429.250000 Penalty: 5272.310547
	Iteration 112Q: 3 clusters Score -3098429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -3098433.500000 Penalty: 5272.310547
	Iteration 113Q: 3 clusters Score -3098434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -3098430.500000 Penalty: 5272.310547
	Iteration 114Q: 3 clusters Score -3098430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -3098433.500000 Penalty: 5272.310547
	Iteration 115Q: 3 clusters Score -3098434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -3098436.000000 Penalty: 5272.310547
	Iteration 116Q: 3 clusters Score -3098436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -3098432.500000 Penalty: 5272.310547
	Iteration 117Q: 3 clusters Score -3098432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -3098439.500000 Penalty: 5272.310547
	Iteration 118Q: 3 clusters Score -3098440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -3098436.250000 Penalty: 5272.310547
	Iteration 119Q: 3 clusters Score -3098436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -3098438.250000 Penalty: 5272.310547
	Iteration 120F: 3 clusters Score -3098438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -3098434.500000 Penalty: 5272.310547
	Iteration 121Q: 3 clusters Score -3098434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -3098435.750000 Penalty: 5272.310547
	Iteration 122Q: 3 clusters Score -3098436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -3098439.500000 Penalty: 5272.310547
	Iteration 123Q: 3 clusters Score -3098440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -3098441.000000 Penalty: 5272.310547
	Iteration 124Q: 3 clusters Score -3098441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -3098442.750000 Penalty: 5272.310547
	Iteration 125Q: 3 clusters Score -3098443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -3098443.000000 Penalty: 5272.310547
	Iteration 126Q: 3 clusters Score -3098443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -3098440.000000 Penalty: 5272.310547
	Iteration 127Q: 3 clusters Score -3098440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -3098448.500000 Penalty: 5272.310547
	Iteration 128Q: 3 clusters Score -3098448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -3098447.500000 Penalty: 5272.310547
	Iteration 129Q: 3 clusters Score -3098448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -3098447.250000 Penalty: 5272.310547
	Iteration 130Q: 3 clusters Score -3098447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -3098448.500000 Penalty: 5272.310547
	Iteration 131Q: 3 clusters Score -3098448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -3098444.250000 Penalty: 5272.310547
	Iteration 132Q: 3 clusters Score -3098444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -3098444.000000 Penalty: 5272.310547
	Iteration 133Q: 3 clusters Score -3098444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -3098446.250000 Penalty: 5272.310547
	Iteration 134Q: 3 clusters Score -3098446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -3098446.250000 Penalty: 5272.310547
	Iteration 135F: 3 clusters Score -3098446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Entering Unmasked Estep 
Score: -347107.406250 Penalty: 2098.758789
	Iteration 0F: 2 clusters Score -347107.4 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 2415 members 
Entering Unmasked Estep 
Score: -342787.500000 Penalty: 4197.517578
	Iteration 0F: 3 clusters Score -342787.5 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -343839.187500 Penalty: 4197.517578
	Iteration 1F: 3 clusters Score -343839.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -344102.000000 Penalty: 4197.517578
	Iteration 2F: 3 clusters Score -344102 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -344319.062500 Penalty: 4197.517578
	Iteration 3F: 3 clusters Score -344319.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -344512.906250 Penalty: 4197.517578
	Iteration 4F: 3 clusters Score -344512.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -344682.531250 Penalty: 4197.517578
	Iteration 5Q: 3 clusters Score -344682.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -344805.375000 Penalty: 4197.517578
	Iteration 6Q: 3 clusters Score -344805.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -344899.281250 Penalty: 4197.517578
	Iteration 7Q: 3 clusters Score -344899.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -344984.750000 Penalty: 4197.517578
	Iteration 8Q: 3 clusters Score -344984.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -345067.468750 Penalty: 4197.517578
	Iteration 9Q: 3 clusters Score -345067.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -345139.125000 Penalty: 4197.517578
	Iteration 10Q: 3 clusters Score -345139.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -345197.468750 Penalty: 4197.517578
	Iteration 11Q: 3 clusters Score -345197.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -345248.125000 Penalty: 4197.517578
	Iteration 12Q: 3 clusters Score -345248.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -345285.781250 Penalty: 4197.517578
	Iteration 13Q: 3 clusters Score -345285.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -345318.250000 Penalty: 4197.517578
	Iteration 14Q: 3 clusters Score -345318.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -345342.875000 Penalty: 4197.517578
	Iteration 15Q: 3 clusters Score -345342.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -345364.562500 Penalty: 4197.517578
	Iteration 16Q: 3 clusters Score -345364.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -345383.000000 Penalty: 4197.517578
	Iteration 17Q: 3 clusters Score -345383 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -345396.968750 Penalty: 4197.517578
	Iteration 18Q: 3 clusters Score -345397 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -345413.906250 Penalty: 4197.517578
	Iteration 19Q: 3 clusters Score -345413.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -345431.062500 Penalty: 4197.517578
	Iteration 20F: 3 clusters Score -345431.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -345449.031250 Penalty: 4197.517578
	Iteration 21Q: 3 clusters Score -345449 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -345470.843750 Penalty: 4197.517578
	Iteration 22Q: 3 clusters Score -345470.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -345493.625000 Penalty: 4197.517578
	Iteration 23Q: 3 clusters Score -345493.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -345515.906250 Penalty: 4197.517578
	Iteration 24Q: 3 clusters Score -345515.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -345531.218750 Penalty: 4197.517578
	Iteration 25Q: 3 clusters Score -345531.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -345542.562500 Penalty: 4197.517578
	Iteration 26Q: 3 clusters Score -345542.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -345556.562500 Penalty: 4197.517578
	Iteration 27Q: 3 clusters Score -345556.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -345567.906250 Penalty: 4197.517578
	Iteration 28Q: 3 clusters Score -345567.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -345580.250000 Penalty: 4197.517578
	Iteration 29Q: 3 clusters Score -345580.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -345589.187500 Penalty: 4197.517578
	Iteration 30Q: 3 clusters Score -345589.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -345596.750000 Penalty: 4197.517578
	Iteration 31Q: 3 clusters Score -345596.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -345608.906250 Penalty: 4197.517578
	Iteration 32Q: 3 clusters Score -345608.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -345615.062500 Penalty: 4197.517578
	Iteration 33Q: 3 clusters Score -345615.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -345624.875000 Penalty: 4197.517578
	Iteration 34Q: 3 clusters Score -345624.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -345633.343750 Penalty: 4197.517578
	Iteration 35Q: 3 clusters Score -345633.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -345641.406250 Penalty: 4197.517578
	Iteration 36Q: 3 clusters Score -345641.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -345650.375000 Penalty: 4197.517578
	Iteration 37Q: 3 clusters Score -345650.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -345657.156250 Penalty: 4197.517578
	Iteration 38Q: 3 clusters Score -345657.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -345666.906250 Penalty: 4197.517578
	Iteration 39Q: 3 clusters Score -345666.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -345675.875000 Penalty: 4197.517578
	Iteration 40F: 3 clusters Score -345675.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -345685.125000 Penalty: 4197.517578
	Iteration 41Q: 3 clusters Score -345685.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -345703.437500 Penalty: 4197.517578
	Iteration 42Q: 3 clusters Score -345703.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -345717.687500 Penalty: 4197.517578
	Iteration 43Q: 3 clusters Score -345717.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -345731.781250 Penalty: 4197.517578
	Iteration 44Q: 3 clusters Score -345731.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -345748.937500 Penalty: 4197.517578
	Iteration 45Q: 3 clusters Score -345748.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -345765.781250 Penalty: 4197.517578
	Iteration 46Q: 3 clusters Score -345765.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -345784.406250 Penalty: 4197.517578
	Iteration 47Q: 3 clusters Score -345784.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -345806.968750 Penalty: 4197.517578
	Iteration 48Q: 3 clusters Score -345807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -345823.937500 Penalty: 4197.517578
	Iteration 49Q: 3 clusters Score -345823.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -345843.687500 Penalty: 4197.517578
	Iteration 50Q: 3 clusters Score -345843.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -345856.812500 Penalty: 4197.517578
	Iteration 51Q: 3 clusters Score -345856.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -345867.781250 Penalty: 4197.517578
	Iteration 52Q: 3 clusters Score -345867.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -345875.281250 Penalty: 4197.517578
	Iteration 53Q: 3 clusters Score -345875.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -345881.562500 Penalty: 4197.517578
	Iteration 54Q: 3 clusters Score -345881.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -345884.843750 Penalty: 4197.517578
	Iteration 55Q: 3 clusters Score -345884.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -345888.687500 Penalty: 4197.517578
	Iteration 56Q: 3 clusters Score -345888.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -345891.687500 Penalty: 4197.517578
	Iteration 57Q: 3 clusters Score -345891.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -345892.718750 Penalty: 4197.517578
	Iteration 58Q: 3 clusters Score -345892.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -345896.593750 Penalty: 4197.517578
	Iteration 59Q: 3 clusters Score -345896.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -345897.937500 Penalty: 4197.517578
	Iteration 60F: 3 clusters Score -345897.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -345898.375000 Penalty: 4197.517578
	Iteration 61Q: 3 clusters Score -345898.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -345898.375000 Penalty: 4197.517578
	Iteration 62F: 3 clusters Score -345898.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Entering Unmasked Estep 
Score: -179611.734375 Penalty: 2016.327759
	Iteration 0F: 2 clusters Score -179611.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -176200.296875 Penalty: 4032.655518
	Iteration 0F: 3 clusters Score -176200.3 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -177932.000000 Penalty: 4032.655518
	Iteration 1F: 3 clusters Score -177932 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -178941.953125 Penalty: 4032.655518
	Iteration 2F: 3 clusters Score -178942 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -179324.437500 Penalty: 4032.655518
	Iteration 3F: 3 clusters Score -179324.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -179492.421875 Penalty: 4032.655518
	Iteration 4Q: 3 clusters Score -179492.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -179561.593750 Penalty: 4032.655518
	Iteration 5Q: 3 clusters Score -179561.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -179592.656250 Penalty: 4032.655518
	Iteration 6Q: 3 clusters Score -179592.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -179616.734375 Penalty: 4032.655518
	Iteration 7Q: 3 clusters Score -179616.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -179632.078125 Penalty: 4032.655518
	Iteration 8Q: 3 clusters Score -179632.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -179644.984375 Penalty: 4032.655518
	Iteration 9Q: 3 clusters Score -179645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -179654.109375 Penalty: 4032.655518
	Iteration 10Q: 3 clusters Score -179654.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -179659.843750 Penalty: 4032.655518
	Iteration 11Q: 3 clusters Score -179659.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -179665.000000 Penalty: 4032.655518
	Iteration 12Q: 3 clusters Score -179665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -179667.531250 Penalty: 4032.655518
	Iteration 13Q: 3 clusters Score -179667.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -179669.390625 Penalty: 4032.655518
	Iteration 14Q: 3 clusters Score -179669.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -179671.296875 Penalty: 4032.655518
	Iteration 15Q: 3 clusters Score -179671.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -179672.093750 Penalty: 4032.655518
	Iteration 16Q: 3 clusters Score -179672.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -179672.562500 Penalty: 4032.655518
	Iteration 17Q: 3 clusters Score -179672.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -179673.500000 Penalty: 4032.655518
	Iteration 18Q: 3 clusters Score -179673.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -179673.500000 Penalty: 4032.655518
	Iteration 19F: 3 clusters Score -179673.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252076 members 
Mstep: Class 2 contains 35348 members 
Mstep: Class 3 contains 101471 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14064 members 
Mstep: Class 6 contains 19010 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 30849 members 
Mstep: Class 9 contains 27572 members 
Mstep: Class 10 contains 132110 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91507 members 
Mstep: Class 13 contains 206394 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 12961 members 
Mstep: Class 16 contains 57215 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13760 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8646 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 232680 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 41343 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 850 members 
Mstep: Class 28 contains 13658 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7947 members 
Mstep: Class 32 contains 2588 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11366 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 975 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 17196 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5075 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10553 members 
Mstep: Class 43 contains 3040 members 
Mstep: Class 44 contains 2546 members 
Entering Unmasked Estep 
Score: -102301576.000000 Penalty: 154550.578125
Splitting cluster 27 changes total score from -102302992.000000 to -102301576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (13658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Entering Unmasked Estep 
Score: -1025918.125000 Penalty: 2361.475830
	Iteration 0F: 2 clusters Score -1025918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1015950.000000 Penalty: 4722.951660
	Iteration 0F: 3 clusters Score -1015950 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1019089.562500 Penalty: 4722.951660
	Iteration 1F: 3 clusters Score -1019090 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1019627.750000 Penalty: 4722.951660
	Iteration 2F: 3 clusters Score -1019628 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1020094.812500 Penalty: 4722.951660
	Iteration 3F: 3 clusters Score -1020095 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1020521.625000 Penalty: 4722.951660
	Iteration 4F: 3 clusters Score -1020522 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1020907.937500 Penalty: 4722.951660
	Iteration 5Q: 3 clusters Score -1020908 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1021282.687500 Penalty: 4722.951660
	Iteration 6Q: 3 clusters Score -1021283 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1021602.250000 Penalty: 4722.951660
	Iteration 7Q: 3 clusters Score -1021602 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1021866.250000 Penalty: 4722.951660
	Iteration 8Q: 3 clusters Score -1021866 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1022081.000000 Penalty: 4722.951660
	Iteration 9Q: 3 clusters Score -1022081 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1022274.750000 Penalty: 4722.951660
	Iteration 10Q: 3 clusters Score -1022275 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1022427.625000 Penalty: 4722.951660
	Iteration 11Q: 3 clusters Score -1022428 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1022589.312500 Penalty: 4722.951660
	Iteration 12Q: 3 clusters Score -1022589 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1022778.625000 Penalty: 4722.951660
	Iteration 13Q: 3 clusters Score -1022779 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1022949.562500 Penalty: 4722.951660
	Iteration 14Q: 3 clusters Score -1022950 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1023078.187500 Penalty: 4722.951660
	Iteration 15Q: 3 clusters Score -1023078 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1023183.875000 Penalty: 4722.951660
	Iteration 16Q: 3 clusters Score -1023184 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1023254.125000 Penalty: 4722.951660
	Iteration 17Q: 3 clusters Score -1023254 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1023311.750000 Penalty: 4722.951660
	Iteration 18Q: 3 clusters Score -1023312 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1023354.312500 Penalty: 4722.951660
	Iteration 19Q: 3 clusters Score -1023354 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1023388.625000 Penalty: 4722.951660
	Iteration 20F: 3 clusters Score -1023389 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1023410.437500 Penalty: 4722.951660
	Iteration 21Q: 3 clusters Score -1023410 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1023437.000000 Penalty: 4722.951660
	Iteration 22Q: 3 clusters Score -1023437 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1023462.875000 Penalty: 4722.951660
	Iteration 23Q: 3 clusters Score -1023463 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1023486.875000 Penalty: 4722.951660
	Iteration 24Q: 3 clusters Score -1023487 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1023509.875000 Penalty: 4722.951660
	Iteration 25Q: 3 clusters Score -1023510 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1023533.000000 Penalty: 4722.951660
	Iteration 26Q: 3 clusters Score -1023533 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1023555.437500 Penalty: 4722.951660
	Iteration 27Q: 3 clusters Score -1023555 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1023575.187500 Penalty: 4722.951660
	Iteration 28Q: 3 clusters Score -1023575 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1023598.500000 Penalty: 4722.951660
	Iteration 29Q: 3 clusters Score -1023598 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1023615.500000 Penalty: 4722.951660
	Iteration 30Q: 3 clusters Score -1023616 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1023644.000000 Penalty: 4722.951660
	Iteration 31Q: 3 clusters Score -1023644 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1023680.750000 Penalty: 4722.951660
	Iteration 32Q: 3 clusters Score -1023681 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1023728.187500 Penalty: 4722.951660
	Iteration 33Q: 3 clusters Score -1023728 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1023769.125000 Penalty: 4722.951660
	Iteration 34Q: 3 clusters Score -1023769 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1023825.125000 Penalty: 4722.951660
	Iteration 35Q: 3 clusters Score -1023825 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1023871.062500 Penalty: 4722.951660
	Iteration 36Q: 3 clusters Score -1023871 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1023917.937500 Penalty: 4722.951660
	Iteration 37Q: 3 clusters Score -1023918 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1023976.062500 Penalty: 4722.951660
	Iteration 38Q: 3 clusters Score -1023976 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1024042.625000 Penalty: 4722.951660
	Iteration 39Q: 3 clusters Score -1024043 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1024101.812500 Penalty: 4722.951660
	Iteration 40F: 3 clusters Score -1024102 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1024163.687500 Penalty: 4722.951660
	Iteration 41Q: 3 clusters Score -1024164 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1024216.437500 Penalty: 4722.951660
	Iteration 42Q: 3 clusters Score -1024216 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1024261.500000 Penalty: 4722.951660
	Iteration 43Q: 3 clusters Score -1024262 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1024300.000000 Penalty: 4722.951660
	Iteration 44Q: 3 clusters Score -1024300 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1024330.312500 Penalty: 4722.951660
	Iteration 45Q: 3 clusters Score -1024330 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1024348.812500 Penalty: 4722.951660
	Iteration 46Q: 3 clusters Score -1024349 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1024358.937500 Penalty: 4722.951660
	Iteration 47Q: 3 clusters Score -1024359 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1024371.375000 Penalty: 4722.951660
	Iteration 48Q: 3 clusters Score -1024371 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1024382.812500 Penalty: 4722.951660
	Iteration 49Q: 3 clusters Score -1024383 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1024392.125000 Penalty: 4722.951660
	Iteration 50Q: 3 clusters Score -1024392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1024399.250000 Penalty: 4722.951660
	Iteration 51Q: 3 clusters Score -1024399 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1024406.625000 Penalty: 4722.951660
	Iteration 52Q: 3 clusters Score -1024407 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1024412.125000 Penalty: 4722.951660
	Iteration 53Q: 3 clusters Score -1024412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1024415.625000 Penalty: 4722.951660
	Iteration 54Q: 3 clusters Score -1024416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1024418.750000 Penalty: 4722.951660
	Iteration 55Q: 3 clusters Score -1024419 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1024420.500000 Penalty: 4722.951660
	Iteration 56Q: 3 clusters Score -1024420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1024423.000000 Penalty: 4722.951660
	Iteration 57Q: 3 clusters Score -1024423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1024428.500000 Penalty: 4722.951660
	Iteration 58Q: 3 clusters Score -1024428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1024431.125000 Penalty: 4722.951660
	Iteration 59Q: 3 clusters Score -1024431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1024437.750000 Penalty: 4722.951660
	Iteration 60F: 3 clusters Score -1024438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1024443.250000 Penalty: 4722.951660
	Iteration 61Q: 3 clusters Score -1024443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1024447.312500 Penalty: 4722.951660
	Iteration 62Q: 3 clusters Score -1024447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1024446.187500 Penalty: 4722.951660
	Iteration 63Q: 3 clusters Score -1024446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1024448.187500 Penalty: 4722.951660
	Iteration 64Q: 3 clusters Score -1024448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1024447.687500 Penalty: 4722.951660
	Iteration 65Q: 3 clusters Score -1024448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1024448.687500 Penalty: 4722.951660
	Iteration 66Q: 3 clusters Score -1024449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1024451.250000 Penalty: 4722.951660
	Iteration 67Q: 3 clusters Score -1024451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1024449.625000 Penalty: 4722.951660
	Iteration 68Q: 3 clusters Score -1024450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1024448.375000 Penalty: 4722.951660
	Iteration 69Q: 3 clusters Score -1024448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1024449.375000 Penalty: 4722.951660
	Iteration 70Q: 3 clusters Score -1024449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1024452.187500 Penalty: 4722.951660
	Iteration 71Q: 3 clusters Score -1024452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1024453.187500 Penalty: 4722.951660
	Iteration 72Q: 3 clusters Score -1024453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1024452.750000 Penalty: 4722.951660
	Iteration 73Q: 3 clusters Score -1024453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1024452.187500 Penalty: 4722.951660
	Iteration 74Q: 3 clusters Score -1024452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1024452.187500 Penalty: 4722.951660
	Iteration 75F: 3 clusters Score -1024452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Entering Unmasked Estep 
Score: -176798.921875 Penalty: 1938.371460
	Iteration 0F: 2 clusters Score -176798.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -173888.937500 Penalty: 3876.742920
	Iteration 0F: 3 clusters Score -173888.9 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -174412.125000 Penalty: 3876.742920
	Iteration 1F: 3 clusters Score -174412.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -174571.234375 Penalty: 3876.742920
	Iteration 2F: 3 clusters Score -174571.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -174705.015625 Penalty: 3876.742920
	Iteration 3Q: 3 clusters Score -174705 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -174842.265625 Penalty: 3876.742920
	Iteration 4Q: 3 clusters Score -174842.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -174964.515625 Penalty: 3876.742920
	Iteration 5Q: 3 clusters Score -174964.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -175048.546875 Penalty: 3876.742920
	Iteration 6Q: 3 clusters Score -175048.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -175091.578125 Penalty: 3876.742920
	Iteration 7Q: 3 clusters Score -175091.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -175113.984375 Penalty: 3876.742920
	Iteration 8Q: 3 clusters Score -175114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -175129.656250 Penalty: 3876.742920
	Iteration 9Q: 3 clusters Score -175129.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -175144.593750 Penalty: 3876.742920
	Iteration 10Q: 3 clusters Score -175144.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -175158.125000 Penalty: 3876.742920
	Iteration 11Q: 3 clusters Score -175158.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -175171.921875 Penalty: 3876.742920
	Iteration 12Q: 3 clusters Score -175171.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -175184.109375 Penalty: 3876.742920
	Iteration 13Q: 3 clusters Score -175184.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -175194.031250 Penalty: 3876.742920
	Iteration 14Q: 3 clusters Score -175194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -175203.859375 Penalty: 3876.742920
	Iteration 15Q: 3 clusters Score -175203.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -175208.156250 Penalty: 3876.742920
	Iteration 16Q: 3 clusters Score -175208.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -175213.687500 Penalty: 3876.742920
	Iteration 17Q: 3 clusters Score -175213.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -175221.187500 Penalty: 3876.742920
	Iteration 18Q: 3 clusters Score -175221.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -175227.781250 Penalty: 3876.742920
	Iteration 19Q: 3 clusters Score -175227.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -175232.734375 Penalty: 3876.742920
	Iteration 20F: 3 clusters Score -175232.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -175234.968750 Penalty: 3876.742920
	Iteration 21Q: 3 clusters Score -175235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -175237.250000 Penalty: 3876.742920
	Iteration 22Q: 3 clusters Score -175237.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -175239.125000 Penalty: 3876.742920
	Iteration 23Q: 3 clusters Score -175239.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -175244.593750 Penalty: 3876.742920
	Iteration 24Q: 3 clusters Score -175244.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -175252.062500 Penalty: 3876.742920
	Iteration 25Q: 3 clusters Score -175252.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -175256.937500 Penalty: 3876.742920
	Iteration 26Q: 3 clusters Score -175256.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -175264.609375 Penalty: 3876.742920
	Iteration 27Q: 3 clusters Score -175264.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -175270.734375 Penalty: 3876.742920
	Iteration 28Q: 3 clusters Score -175270.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -175276.828125 Penalty: 3876.742920
	Iteration 29Q: 3 clusters Score -175276.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -175282.859375 Penalty: 3876.742920
	Iteration 30Q: 3 clusters Score -175282.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -175287.343750 Penalty: 3876.742920
	Iteration 31Q: 3 clusters Score -175287.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -175290.125000 Penalty: 3876.742920
	Iteration 32Q: 3 clusters Score -175290.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -175296.796875 Penalty: 3876.742920
	Iteration 33Q: 3 clusters Score -175296.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -175303.359375 Penalty: 3876.742920
	Iteration 34Q: 3 clusters Score -175303.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -175311.875000 Penalty: 3876.742920
	Iteration 35Q: 3 clusters Score -175311.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -175316.765625 Penalty: 3876.742920
	Iteration 36Q: 3 clusters Score -175316.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -175319.218750 Penalty: 3876.742920
	Iteration 37Q: 3 clusters Score -175319.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -175319.890625 Penalty: 3876.742920
	Iteration 38Q: 3 clusters Score -175319.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -175319.890625 Penalty: 3876.742920
	Iteration 39F: 3 clusters Score -175319.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -108290.328125 Penalty: 1808.837036
	Iteration 0F: 2 clusters Score -108290.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -106041.718750 Penalty: 3617.674072
	Iteration 0F: 3 clusters Score -106041.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -106406.968750 Penalty: 3617.674072
	Iteration 1F: 3 clusters Score -106407 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -106503.406250 Penalty: 3617.674072
	Iteration 2F: 3 clusters Score -106503.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -106546.054688 Penalty: 3617.674072
	Iteration 3Q: 3 clusters Score -106546.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -106563.773438 Penalty: 3617.674072
	Iteration 4Q: 3 clusters Score -106563.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -106578.023438 Penalty: 3617.674072
	Iteration 5Q: 3 clusters Score -106578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -106590.976562 Penalty: 3617.674072
	Iteration 6Q: 3 clusters Score -106591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -106601.007812 Penalty: 3617.674072
	Iteration 7Q: 3 clusters Score -106601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -106608.179688 Penalty: 3617.674072
	Iteration 8Q: 3 clusters Score -106608.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -106614.656250 Penalty: 3617.674072
	Iteration 9Q: 3 clusters Score -106614.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -106618.187500 Penalty: 3617.674072
	Iteration 10Q: 3 clusters Score -106618.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -106621.656250 Penalty: 3617.674072
	Iteration 11Q: 3 clusters Score -106621.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -106629.515625 Penalty: 3617.674072
	Iteration 12Q: 3 clusters Score -106629.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -106634.359375 Penalty: 3617.674072
	Iteration 13Q: 3 clusters Score -106634.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -106635.960938 Penalty: 3617.674072
	Iteration 14Q: 3 clusters Score -106636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -106640.914062 Penalty: 3617.674072
	Iteration 15Q: 3 clusters Score -106640.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -106645.703125 Penalty: 3617.674072
	Iteration 16Q: 3 clusters Score -106645.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -106648.203125 Penalty: 3617.674072
	Iteration 17Q: 3 clusters Score -106648.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -106648.203125 Penalty: 3617.674072
	Iteration 18F: 3 clusters Score -106648.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Entering Unmasked Estep 
Score: -549226.875000 Penalty: 2227.176270
	Iteration 0F: 2 clusters Score -549226.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -542981.812500 Penalty: 4454.352539
	Iteration 0F: 3 clusters Score -542981.8 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -544815.937500 Penalty: 4454.352539
	Iteration 1F: 3 clusters Score -544815.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -545161.437500 Penalty: 4454.352539
	Iteration 2F: 3 clusters Score -545161.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -545432.250000 Penalty: 4454.352539
	Iteration 3F: 3 clusters Score -545432.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -545665.875000 Penalty: 4454.352539
	Iteration 4Q: 3 clusters Score -545665.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -545885.375000 Penalty: 4454.352539
	Iteration 5Q: 3 clusters Score -545885.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -546105.437500 Penalty: 4454.352539
	Iteration 6Q: 3 clusters Score -546105.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -546334.937500 Penalty: 4454.352539
	Iteration 7Q: 3 clusters Score -546334.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -546593.187500 Penalty: 4454.352539
	Iteration 8Q: 3 clusters Score -546593.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -546904.500000 Penalty: 4454.352539
	Iteration 9Q: 3 clusters Score -546904.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -547188.687500 Penalty: 4454.352539
	Iteration 10Q: 3 clusters Score -547188.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -547410.750000 Penalty: 4454.352539
	Iteration 11Q: 3 clusters Score -547410.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -547566.500000 Penalty: 4454.352539
	Iteration 12Q: 3 clusters Score -547566.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -547674.000000 Penalty: 4454.352539
	Iteration 13Q: 3 clusters Score -547674 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -547742.937500 Penalty: 4454.352539
	Iteration 14Q: 3 clusters Score -547742.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -547788.687500 Penalty: 4454.352539
	Iteration 15Q: 3 clusters Score -547788.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -547822.125000 Penalty: 4454.352539
	Iteration 16Q: 3 clusters Score -547822.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -547848.875000 Penalty: 4454.352539
	Iteration 17Q: 3 clusters Score -547848.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -547865.125000 Penalty: 4454.352539
	Iteration 18Q: 3 clusters Score -547865.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -547881.000000 Penalty: 4454.352539
	Iteration 19Q: 3 clusters Score -547881 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -547896.312500 Penalty: 4454.352539
	Iteration 20F: 3 clusters Score -547896.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -547908.562500 Penalty: 4454.352539
	Iteration 21Q: 3 clusters Score -547908.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -547917.437500 Penalty: 4454.352539
	Iteration 22Q: 3 clusters Score -547917.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -547926.375000 Penalty: 4454.352539
	Iteration 23Q: 3 clusters Score -547926.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -547932.625000 Penalty: 4454.352539
	Iteration 24Q: 3 clusters Score -547932.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -547938.250000 Penalty: 4454.352539
	Iteration 25Q: 3 clusters Score -547938.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -547942.875000 Penalty: 4454.352539
	Iteration 26Q: 3 clusters Score -547942.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -547947.250000 Penalty: 4454.352539
	Iteration 27Q: 3 clusters Score -547947.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -547951.500000 Penalty: 4454.352539
	Iteration 28Q: 3 clusters Score -547951.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -547956.562500 Penalty: 4454.352539
	Iteration 29Q: 3 clusters Score -547956.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -547961.500000 Penalty: 4454.352539
	Iteration 30Q: 3 clusters Score -547961.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -547967.062500 Penalty: 4454.352539
	Iteration 31Q: 3 clusters Score -547967.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -547968.750000 Penalty: 4454.352539
	Iteration 32Q: 3 clusters Score -547968.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -547969.812500 Penalty: 4454.352539
	Iteration 33Q: 3 clusters Score -547969.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -547972.437500 Penalty: 4454.352539
	Iteration 34Q: 3 clusters Score -547972.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -547973.125000 Penalty: 4454.352539
	Iteration 35Q: 3 clusters Score -547973.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -547973.375000 Penalty: 4454.352539
	Iteration 36Q: 3 clusters Score -547973.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -547974.250000 Penalty: 4454.352539
	Iteration 37Q: 3 clusters Score -547974.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -547974.250000 Penalty: 4454.352539
	Iteration 38F: 3 clusters Score -547974.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Entering Unmasked Estep 
Score: -171435.875000 Penalty: 1948.942871
	Iteration 0F: 2 clusters Score -171435.9 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 1315 members 
Entering Unmasked Estep 
Score: -168544.828125 Penalty: 3897.885742
	Iteration 0F: 3 clusters Score -168544.8 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -169251.984375 Penalty: 3897.885742
	Iteration 1F: 3 clusters Score -169252 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -169486.343750 Penalty: 3897.885742
	Iteration 2F: 3 clusters Score -169486.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -169702.984375 Penalty: 3897.885742
	Iteration 3F: 3 clusters Score -169703 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -169895.125000 Penalty: 3897.885742
	Iteration 4F: 3 clusters Score -169895.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -170110.687500 Penalty: 3897.885742
	Iteration 5Q: 3 clusters Score -170110.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -170287.515625 Penalty: 3897.885742
	Iteration 6Q: 3 clusters Score -170287.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -170395.156250 Penalty: 3897.885742
	Iteration 7Q: 3 clusters Score -170395.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -170459.375000 Penalty: 3897.885742
	Iteration 8Q: 3 clusters Score -170459.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -170498.953125 Penalty: 3897.885742
	Iteration 9Q: 3 clusters Score -170499 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -170520.750000 Penalty: 3897.885742
	Iteration 10Q: 3 clusters Score -170520.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -170529.984375 Penalty: 3897.885742
	Iteration 11Q: 3 clusters Score -170530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -170536.671875 Penalty: 3897.885742
	Iteration 12Q: 3 clusters Score -170536.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -170547.062500 Penalty: 3897.885742
	Iteration 13Q: 3 clusters Score -170547.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -170565.343750 Penalty: 3897.885742
	Iteration 14Q: 3 clusters Score -170565.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -170577.359375 Penalty: 3897.885742
	Iteration 15Q: 3 clusters Score -170577.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -170591.593750 Penalty: 3897.885742
	Iteration 16Q: 3 clusters Score -170591.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -170599.546875 Penalty: 3897.885742
	Iteration 17Q: 3 clusters Score -170599.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -170613.703125 Penalty: 3897.885742
	Iteration 18Q: 3 clusters Score -170613.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -170620.140625 Penalty: 3897.885742
	Iteration 19Q: 3 clusters Score -170620.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -170630.968750 Penalty: 3897.885742
	Iteration 20F: 3 clusters Score -170631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -170641.296875 Penalty: 3897.885742
	Iteration 21Q: 3 clusters Score -170641.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -170649.687500 Penalty: 3897.885742
	Iteration 22Q: 3 clusters Score -170649.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -170655.703125 Penalty: 3897.885742
	Iteration 23Q: 3 clusters Score -170655.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -170661.593750 Penalty: 3897.885742
	Iteration 24Q: 3 clusters Score -170661.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -170665.187500 Penalty: 3897.885742
	Iteration 25Q: 3 clusters Score -170665.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -170669.921875 Penalty: 3897.885742
	Iteration 26Q: 3 clusters Score -170669.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -170675.140625 Penalty: 3897.885742
	Iteration 27Q: 3 clusters Score -170675.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -170680.718750 Penalty: 3897.885742
	Iteration 28Q: 3 clusters Score -170680.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -170682.937500 Penalty: 3897.885742
	Iteration 29Q: 3 clusters Score -170682.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -170684.796875 Penalty: 3897.885742
	Iteration 30Q: 3 clusters Score -170684.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -170684.796875 Penalty: 3897.885742
	Iteration 31F: 3 clusters Score -170684.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Entering Unmasked Estep 
Score: -140479.109375 Penalty: 1883.156860
	Iteration 0F: 2 clusters Score -140479.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -137898.312500 Penalty: 3766.313721
	Iteration 0F: 3 clusters Score -137898.3 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -138507.687500 Penalty: 3766.313721
	Iteration 1F: 3 clusters Score -138507.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -138958.265625 Penalty: 3766.313721
	Iteration 2F: 3 clusters Score -138958.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -139371.968750 Penalty: 3766.313721
	Iteration 3F: 3 clusters Score -139372 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -139623.515625 Penalty: 3766.313721
	Iteration 4F: 3 clusters Score -139623.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -139798.125000 Penalty: 3766.313721
	Iteration 5F: 3 clusters Score -139798.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -139906.750000 Penalty: 3766.313721
	Iteration 6Q: 3 clusters Score -139906.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -139978.984375 Penalty: 3766.313721
	Iteration 7Q: 3 clusters Score -139979 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -140015.671875 Penalty: 3766.313721
	Iteration 8Q: 3 clusters Score -140015.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -140033.062500 Penalty: 3766.313721
	Iteration 9Q: 3 clusters Score -140033.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -140045.625000 Penalty: 3766.313721
	Iteration 10Q: 3 clusters Score -140045.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -140055.046875 Penalty: 3766.313721
	Iteration 11Q: 3 clusters Score -140055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -140062.875000 Penalty: 3766.313721
	Iteration 12Q: 3 clusters Score -140062.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -140067.421875 Penalty: 3766.313721
	Iteration 13Q: 3 clusters Score -140067.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -140072.312500 Penalty: 3766.313721
	Iteration 14Q: 3 clusters Score -140072.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -140077.109375 Penalty: 3766.313721
	Iteration 15Q: 3 clusters Score -140077.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -140082.312500 Penalty: 3766.313721
	Iteration 16Q: 3 clusters Score -140082.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -140086.000000 Penalty: 3766.313721
	Iteration 17Q: 3 clusters Score -140086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -140090.625000 Penalty: 3766.313721
	Iteration 18Q: 3 clusters Score -140090.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -140097.437500 Penalty: 3766.313721
	Iteration 19Q: 3 clusters Score -140097.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -140099.062500 Penalty: 3766.313721
	Iteration 20F: 3 clusters Score -140099.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -140099.750000 Penalty: 3766.313721
	Iteration 21Q: 3 clusters Score -140099.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -140100.093750 Penalty: 3766.313721
	Iteration 22Q: 3 clusters Score -140100.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -140100.093750 Penalty: 3766.313721
	Iteration 23F: 3 clusters Score -140100.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Entering Unmasked Estep 
Score: -843524.062500 Penalty: 2315.918701
	Iteration 0F: 2 clusters Score -843524.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -835079.687500 Penalty: 4631.837402
	Iteration 0F: 3 clusters Score -835079.7 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -837640.500000 Penalty: 4631.837402
	Iteration 1F: 3 clusters Score -837640.5 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -837971.687500 Penalty: 4631.837402
	Iteration 2F: 3 clusters Score -837971.7 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -838274.000000 Penalty: 4631.837402
	Iteration 3Q: 3 clusters Score -838274 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -838587.062500 Penalty: 4631.837402
	Iteration 4Q: 3 clusters Score -838587.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -838898.437500 Penalty: 4631.837402
	Iteration 5Q: 3 clusters Score -838898.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -839198.437500 Penalty: 4631.837402
	Iteration 6Q: 3 clusters Score -839198.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -839532.875000 Penalty: 4631.837402
	Iteration 7Q: 3 clusters Score -839532.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -839906.812500 Penalty: 4631.837402
	Iteration 8Q: 3 clusters Score -839906.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -840241.937500 Penalty: 4631.837402
	Iteration 9Q: 3 clusters Score -840241.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -840559.250000 Penalty: 4631.837402
	Iteration 10Q: 3 clusters Score -840559.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -840869.562500 Penalty: 4631.837402
	Iteration 11Q: 3 clusters Score -840869.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -841180.562500 Penalty: 4631.837402
	Iteration 12Q: 3 clusters Score -841180.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -841452.562500 Penalty: 4631.837402
	Iteration 13Q: 3 clusters Score -841452.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -841651.187500 Penalty: 4631.837402
	Iteration 14Q: 3 clusters Score -841651.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -841770.562500 Penalty: 4631.837402
	Iteration 15Q: 3 clusters Score -841770.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -841864.562500 Penalty: 4631.837402
	Iteration 16Q: 3 clusters Score -841864.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -841935.187500 Penalty: 4631.837402
	Iteration 17Q: 3 clusters Score -841935.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -841976.750000 Penalty: 4631.837402
	Iteration 18Q: 3 clusters Score -841976.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -842007.875000 Penalty: 4631.837402
	Iteration 19Q: 3 clusters Score -842007.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -842037.750000 Penalty: 4631.837402
	Iteration 20F: 3 clusters Score -842037.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -842069.250000 Penalty: 4631.837402
	Iteration 21Q: 3 clusters Score -842069.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -842107.437500 Penalty: 4631.837402
	Iteration 22Q: 3 clusters Score -842107.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -842145.437500 Penalty: 4631.837402
	Iteration 23Q: 3 clusters Score -842145.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -842182.312500 Penalty: 4631.837402
	Iteration 24Q: 3 clusters Score -842182.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -842236.625000 Penalty: 4631.837402
	Iteration 25Q: 3 clusters Score -842236.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -842292.500000 Penalty: 4631.837402
	Iteration 26Q: 3 clusters Score -842292.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -842345.937500 Penalty: 4631.837402
	Iteration 27Q: 3 clusters Score -842345.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -842402.937500 Penalty: 4631.837402
	Iteration 28Q: 3 clusters Score -842402.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -842455.750000 Penalty: 4631.837402
	Iteration 29Q: 3 clusters Score -842455.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -842505.062500 Penalty: 4631.837402
	Iteration 30Q: 3 clusters Score -842505.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -842536.625000 Penalty: 4631.837402
	Iteration 31Q: 3 clusters Score -842536.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -842557.250000 Penalty: 4631.837402
	Iteration 32Q: 3 clusters Score -842557.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -842566.437500 Penalty: 4631.837402
	Iteration 33Q: 3 clusters Score -842566.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -842572.437500 Penalty: 4631.837402
	Iteration 34Q: 3 clusters Score -842572.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -842575.812500 Penalty: 4631.837402
	Iteration 35Q: 3 clusters Score -842575.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -842576.500000 Penalty: 4631.837402
	Iteration 36Q: 3 clusters Score -842576.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -842575.625000 Penalty: 4631.837402
	Iteration 37Q: 3 clusters Score -842575.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -842575.625000 Penalty: 4631.837402
	Iteration 38F: 3 clusters Score -842575.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Entering Unmasked Estep 
Score: -176095.671875 Penalty: 1943.419678
	Iteration 0F: 2 clusters Score -176095.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -173116.015625 Penalty: 3886.839355
	Iteration 0F: 3 clusters Score -173116 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -173801.890625 Penalty: 3886.839355
	Iteration 1F: 3 clusters Score -173801.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -173993.578125 Penalty: 3886.839355
	Iteration 2F: 3 clusters Score -173993.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -174144.281250 Penalty: 3886.839355
	Iteration 3F: 3 clusters Score -174144.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -174269.968750 Penalty: 3886.839355
	Iteration 4Q: 3 clusters Score -174270 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -174432.921875 Penalty: 3886.839355
	Iteration 5Q: 3 clusters Score -174432.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -174596.171875 Penalty: 3886.839355
	Iteration 6Q: 3 clusters Score -174596.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -174861.406250 Penalty: 3886.839355
	Iteration 7F: 3 clusters Score -174861.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -175201.187500 Penalty: 3886.839355
	Iteration 8F: 3 clusters Score -175201.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -175512.937500 Penalty: 3886.839355
	Iteration 9F: 3 clusters Score -175512.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -175790.937500 Penalty: 3886.839355
	Iteration 10Q: 3 clusters Score -175790.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -176032.328125 Penalty: 3886.839355
	Iteration 11Q: 3 clusters Score -176032.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -176250.687500 Penalty: 3886.839355
	Iteration 12Q: 3 clusters Score -176250.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -176385.453125 Penalty: 3886.839355
	Iteration 13Q: 3 clusters Score -176385.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -176411.578125 Penalty: 3886.839355
	Iteration 14Q: 3 clusters Score -176411.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -176416.796875 Penalty: 3886.839355
	Iteration 15Q: 3 clusters Score -176416.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -176417.500000 Penalty: 3886.839355
	Iteration 16Q: 3 clusters Score -176417.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -176417.500000 Penalty: 3886.839355
	Iteration 17F: 3 clusters Score -176417.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 252076 members 
Mstep: Class 2 contains 35348 members 
Mstep: Class 3 contains 101471 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 14064 members 
Mstep: Class 6 contains 19010 members 
Mstep: Class 7 contains 19160 members 
Mstep: Class 8 contains 30849 members 
Mstep: Class 9 contains 27572 members 
Mstep: Class 10 contains 132110 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 91507 members 
Mstep: Class 13 contains 206394 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 12961 members 
Mstep: Class 16 contains 57215 members 
Mstep: Class 17 contains 2041 members 
Mstep: Class 18 contains 13760 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 8646 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 4613 members 
Mstep: Class 23 contains 232680 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 41343 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 3396 members 
Mstep: Class 28 contains 13658 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 7947 members 
Mstep: Class 32 contains 2588 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 11366 members 
Mstep: Class 35 contains 1322 members 
Mstep: Class 36 contains 975 members 
Mstep: Class 37 contains 3761 members 
Mstep: Class 38 contains 17196 members 
Mstep: Class 39 contains 1726 members 
Mstep: Class 40 contains 5075 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 10553 members 
Mstep: Class 43 contains 3040 members 
Mstep: Class 44 contains 1209 members 
Entering Unmasked Estep 
Score: -102301888.000000 Penalty: 154550.578125
Splitting cluster 35 changes total score from -102302992.000000 to -102301888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -67861.414062 Penalty: 1706.844604
	Iteration 0F: 2 clusters Score -67861.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -65923.476562 Penalty: 3413.689209
	Iteration 0F: 3 clusters Score -65923.48 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -66216.429688 Penalty: 3413.689209
	Iteration 1F: 3 clusters Score -66216.43 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -66304.898438 Penalty: 3413.689209
	Iteration 2F: 3 clusters Score -66304.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -66336.296875 Penalty: 3413.689209
	Iteration 3Q: 3 clusters Score -66336.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -66365.250000 Penalty: 3413.689209
	Iteration 4Q: 3 clusters Score -66365.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -66377.210938 Penalty: 3413.689209
	Iteration 5Q: 3 clusters Score -66377.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -66395.242188 Penalty: 3413.689209
	Iteration 6Q: 3 clusters Score -66395.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -66414.585938 Penalty: 3413.689209
	Iteration 7Q: 3 clusters Score -66414.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -66435.945312 Penalty: 3413.689209
	Iteration 8Q: 3 clusters Score -66435.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -66448.523438 Penalty: 3413.689209
	Iteration 9Q: 3 clusters Score -66448.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -66457.742188 Penalty: 3413.689209
	Iteration 10Q: 3 clusters Score -66457.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -66467.914062 Penalty: 3413.689209
	Iteration 11Q: 3 clusters Score -66467.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -66476.554688 Penalty: 3413.689209
	Iteration 12Q: 3 clusters Score -66476.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -66487.171875 Penalty: 3413.689209
	Iteration 13Q: 3 clusters Score -66487.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -66500.531250 Penalty: 3413.689209
	Iteration 14Q: 3 clusters Score -66500.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -66522.867188 Penalty: 3413.689209
	Iteration 15Q: 3 clusters Score -66522.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -66550.195312 Penalty: 3413.689209
	Iteration 16Q: 3 clusters Score -66550.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -66583.976562 Penalty: 3413.689209
	Iteration 17Q: 3 clusters Score -66583.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -66608.164062 Penalty: 3413.689209
	Iteration 18Q: 3 clusters Score -66608.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66631.437500 Penalty: 3413.689209
	Iteration 19Q: 3 clusters Score -66631.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66666.078125 Penalty: 3413.689209
	Iteration 20F: 3 clusters Score -66666.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -66698.320312 Penalty: 3413.689209
	Iteration 21Q: 3 clusters Score -66698.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -66718.343750 Penalty: 3413.689209
	Iteration 22Q: 3 clusters Score -66718.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -66740.421875 Penalty: 3413.689209
	Iteration 23Q: 3 clusters Score -66740.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66763.414062 Penalty: 3413.689209
	Iteration 24Q: 3 clusters Score -66763.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66790.648438 Penalty: 3413.689209
	Iteration 25Q: 3 clusters Score -66790.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66815.703125 Penalty: 3413.689209
	Iteration 26Q: 3 clusters Score -66815.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -66838.312500 Penalty: 3413.689209
	Iteration 27Q: 3 clusters Score -66838.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -66847.656250 Penalty: 3413.689209
	Iteration 28Q: 3 clusters Score -66847.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -66858.945312 Penalty: 3413.689209
	Iteration 29Q: 3 clusters Score -66858.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -66869.671875 Penalty: 3413.689209
	Iteration 30Q: 3 clusters Score -66869.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -66872.078125 Penalty: 3413.689209
	Iteration 31Q: 3 clusters Score -66872.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66872.828125 Penalty: 3413.689209
	Iteration 32Q: 3 clusters Score -66872.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66873.554688 Penalty: 3413.689209
	Iteration 33Q: 3 clusters Score -66873.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66873.554688 Penalty: 3413.689209
	Iteration 34F: 3 clusters Score -66873.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -261754.015625 Penalty: 2041.645142
	Iteration 0F: 2 clusters Score -261754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -258052.250000 Penalty: 4083.290283
	Iteration 0F: 3 clusters Score -258052.2 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -259113.218750 Penalty: 4083.290283
	Iteration 1F: 3 clusters Score -259113.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -259606.906250 Penalty: 4083.290283
	Iteration 2F: 3 clusters Score -259606.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -260061.625000 Penalty: 4083.290283
	Iteration 3F: 3 clusters Score -260061.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -260463.359375 Penalty: 4083.290283
	Iteration 4F: 3 clusters Score -260463.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -260723.687500 Penalty: 4083.290283
	Iteration 5F: 3 clusters Score -260723.7 nChanged 176
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: -260891.031250 Penalty: 4083.290283
	Iteration 6Q: 3 clusters Score -260891 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -261013.984375 Penalty: 4083.290283
	Iteration 7Q: 3 clusters Score -261014 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -261104.984375 Penalty: 4083.290283
	Iteration 8Q: 3 clusters Score -261105 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -261172.031250 Penalty: 4083.290283
	Iteration 9Q: 3 clusters Score -261172 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -261246.921875 Penalty: 4083.290283
	Iteration 10Q: 3 clusters Score -261246.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -261321.859375 Penalty: 4083.290283
	Iteration 11Q: 3 clusters Score -261321.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -261372.703125 Penalty: 4083.290283
	Iteration 12Q: 3 clusters Score -261372.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -261404.437500 Penalty: 4083.290283
	Iteration 13Q: 3 clusters Score -261404.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -261432.125000 Penalty: 4083.290283
	Iteration 14Q: 3 clusters Score -261432.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -261447.281250 Penalty: 4083.290283
	Iteration 15Q: 3 clusters Score -261447.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -261459.953125 Penalty: 4083.290283
	Iteration 16Q: 3 clusters Score -261460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -261468.109375 Penalty: 4083.290283
	Iteration 17Q: 3 clusters Score -261468.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -261472.062500 Penalty: 4083.290283
	Iteration 18Q: 3 clusters Score -261472.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -261477.875000 Penalty: 4083.290283
	Iteration 19Q: 3 clusters Score -261477.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -261483.203125 Penalty: 4083.290283
	Iteration 20F: 3 clusters Score -261483.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -261486.593750 Penalty: 4083.290283
	Iteration 21Q: 3 clusters Score -261486.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -261490.234375 Penalty: 4083.290283
	Iteration 22Q: 3 clusters Score -261490.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -261492.359375 Penalty: 4083.290283
	Iteration 23Q: 3 clusters Score -261492.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -261494.875000 Penalty: 4083.290283
	Iteration 24Q: 3 clusters Score -261494.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -261494.968750 Penalty: 4083.290283
	Iteration 25Q: 3 clusters Score -261495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -261494.968750 Penalty: 4083.290283
	Iteration 26F: 3 clusters Score -261495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (17196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Entering Unmasked Estep 
Score: -1280244.625000 Penalty: 2418.603027
	Iteration 0F: 2 clusters Score -1280245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1268121.000000 Penalty: 4837.206055
	Iteration 0F: 3 clusters Score -1268121 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1272105.250000 Penalty: 4837.206055
	Iteration 1F: 3 clusters Score -1272105 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1272632.500000 Penalty: 4837.206055
	Iteration 2F: 3 clusters Score -1272632 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1273206.625000 Penalty: 4837.206055
	Iteration 3F: 3 clusters Score -1273207 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1273819.000000 Penalty: 4837.206055
	Iteration 4F: 3 clusters Score -1273819 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1274464.625000 Penalty: 4837.206055
	Iteration 5F: 3 clusters Score -1274465 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1275158.625000 Penalty: 4837.206055
	Iteration 6F: 3 clusters Score -1275159 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1275874.375000 Penalty: 4837.206055
	Iteration 7F: 3 clusters Score -1275874 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1276447.625000 Penalty: 4837.206055
	Iteration 8Q: 3 clusters Score -1276448 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -1276900.125000 Penalty: 4837.206055
	Iteration 9Q: 3 clusters Score -1276900 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -1277263.500000 Penalty: 4837.206055
	Iteration 10Q: 3 clusters Score -1277264 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -1277554.375000 Penalty: 4837.206055
	Iteration 11Q: 3 clusters Score -1277554 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -1277848.125000 Penalty: 4837.206055
	Iteration 12Q: 3 clusters Score -1277848 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -1278093.750000 Penalty: 4837.206055
	Iteration 13Q: 3 clusters Score -1278094 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -1278214.250000 Penalty: 4837.206055
	Iteration 14Q: 3 clusters Score -1278214 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -1278301.000000 Penalty: 4837.206055
	Iteration 15Q: 3 clusters Score -1278301 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -1278348.250000 Penalty: 4837.206055
	Iteration 16Q: 3 clusters Score -1278348 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -1278388.000000 Penalty: 4837.206055
	Iteration 17Q: 3 clusters Score -1278388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -1278413.625000 Penalty: 4837.206055
	Iteration 18Q: 3 clusters Score -1278414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -1278427.875000 Penalty: 4837.206055
	Iteration 19Q: 3 clusters Score -1278428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -1278441.375000 Penalty: 4837.206055
	Iteration 20F: 3 clusters Score -1278441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -1278451.000000 Penalty: 4837.206055
	Iteration 21Q: 3 clusters Score -1278451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -1278464.750000 Penalty: 4837.206055
	Iteration 22Q: 3 clusters Score -1278465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -1278478.750000 Penalty: 4837.206055
	Iteration 23Q: 3 clusters Score -1278479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -1278492.500000 Penalty: 4837.206055
	Iteration 24Q: 3 clusters Score -1278492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -1278495.750000 Penalty: 4837.206055
	Iteration 25Q: 3 clusters Score -1278496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -1278499.125000 Penalty: 4837.206055
	Iteration 26Q: 3 clusters Score -1278499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -1278504.250000 Penalty: 4837.206055
	Iteration 27Q: 3 clusters Score -1278504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1278506.750000 Penalty: 4837.206055
	Iteration 28Q: 3 clusters Score -1278507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -1278506.375000 Penalty: 4837.206055
	Iteration 29Q: 3 clusters Score -1278506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1278512.125000 Penalty: 4837.206055
	Iteration 30Q: 3 clusters Score -1278512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -1278522.250000 Penalty: 4837.206055
	Iteration 31Q: 3 clusters Score -1278522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -1278525.250000 Penalty: 4837.206055
	Iteration 32Q: 3 clusters Score -1278525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -1278529.000000 Penalty: 4837.206055
	Iteration 33Q: 3 clusters Score -1278529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -1278535.500000 Penalty: 4837.206055
	Iteration 34Q: 3 clusters Score -1278536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -1278534.000000 Penalty: 4837.206055
	Iteration 35Q: 3 clusters Score -1278534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -1278536.250000 Penalty: 4837.206055
	Iteration 36Q: 3 clusters Score -1278536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -1278537.875000 Penalty: 4837.206055
	Iteration 37Q: 3 clusters Score -1278538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -1278541.250000 Penalty: 4837.206055
	Iteration 38Q: 3 clusters Score -1278541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -1278543.500000 Penalty: 4837.206055
	Iteration 39Q: 3 clusters Score -1278544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -1278544.750000 Penalty: 4837.206055
	Iteration 40F: 3 clusters Score -1278545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -1278546.375000 Penalty: 4837.206055
	Iteration 41Q: 3 clusters Score -1278546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -1278548.125000 Penalty: 4837.206055
	Iteration 42Q: 3 clusters Score -1278548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -1278548.000000 Penalty: 4837.206055
	Iteration 43Q: 3 clusters Score -1278548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -1278554.000000 Penalty: 4837.206055
	Iteration 44Q: 3 clusters Score -1278554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1278554.000000 Penalty: 4837.206055
	Iteration 45Q: 3 clusters Score -1278554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -1278554.375000 Penalty: 4837.206055
	Iteration 46Q: 3 clusters Score -1278554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -1278556.500000 Penalty: 4837.206055
	Iteration 47Q: 3 clusters Score -1278556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1278558.625000 Penalty: 4837.206055
	Iteration 48Q: 3 clusters Score -1278559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1278561.000000 Penalty: 4837.206055
	Iteration 49Q: 3 clusters Score -1278561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1278561.000000 Penalty: 4837.206055
	Iteration 50F: 3 clusters Score -1278561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -120541.421875 Penalty: 1848.483276
	Iteration 0F: 2 clusters Score -120541.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -118108.687500 Penalty: 3696.966553
	Iteration 0F: 3 clusters Score -118108.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -118560.710938 Penalty: 3696.966553
	Iteration 1F: 3 clusters Score -118560.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -118727.945312 Penalty: 3696.966553
	Iteration 2F: 3 clusters Score -118727.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -118848.445312 Penalty: 3696.966553
	Iteration 3F: 3 clusters Score -118848.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -118938.929688 Penalty: 3696.966553
	Iteration 4Q: 3 clusters Score -118938.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -119004.695312 Penalty: 3696.966553
	Iteration 5Q: 3 clusters Score -119004.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -119065.421875 Penalty: 3696.966553
	Iteration 6Q: 3 clusters Score -119065.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -119108.570312 Penalty: 3696.966553
	Iteration 7Q: 3 clusters Score -119108.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -119164.062500 Penalty: 3696.966553
	Iteration 8Q: 3 clusters Score -119164.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -119204.382812 Penalty: 3696.966553
	Iteration 9Q: 3 clusters Score -119204.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -119248.625000 Penalty: 3696.966553
	Iteration 10Q: 3 clusters Score -119248.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -119296.023438 Penalty: 3696.966553
	Iteration 11Q: 3 clusters Score -119296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -119349.234375 Penalty: 3696.966553
	Iteration 12Q: 3 clusters Score -119349.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -119405.460938 Penalty: 3696.966553
	Iteration 13Q: 3 clusters Score -119405.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -119481.156250 Penalty: 3696.966553
	Iteration 14Q: 3 clusters Score -119481.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -119557.398438 Penalty: 3696.966553
	Iteration 15Q: 3 clusters Score -119557.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -119630.195312 Penalty: 3696.966553
	Iteration 16Q: 3 clusters Score -119630.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -119687.835938 Penalty: 3696.966553
	Iteration 17Q: 3 clusters Score -119687.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -119730.632812 Penalty: 3696.966553
	Iteration 18Q: 3 clusters Score -119730.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -119777.070312 Penalty: 3696.966553
	Iteration 19Q: 3 clusters Score -119777.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -119820.890625 Penalty: 3696.966553
	Iteration 20F: 3 clusters Score -119820.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -119881.718750 Penalty: 3696.966553
	Iteration 21Q: 3 clusters Score -119881.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -119939.523438 Penalty: 3696.966553
	Iteration 22Q: 3 clusters Score -119939.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -119991.781250 Penalty: 3696.966553
	Iteration 23Q: 3 clusters Score -119991.8 nChanged 21
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: -120042.562500 Penalty: 3696.966553
	Iteration 24Q: 3 clusters Score -120042.6 nChanged 21
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: -120095.617188 Penalty: 3696.966553
	Iteration 25Q: 3 clusters Score -120095.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -120149.296875 Penalty: 3696.966553
	Iteration 26Q: 3 clusters Score -120149.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -120179.078125 Penalty: 3696.966553
	Iteration 27Q: 3 clusters Score -120179.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -120196.539062 Penalty: 3696.966553
	Iteration 28Q: 3 clusters Score -120196.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -120202.101562 Penalty: 3696.966553
	Iteration 29Q: 3 clusters Score -120202.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -120205.554688 Penalty: 3696.966553
	Iteration 30Q: 3 clusters Score -120205.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -120208.679688 Penalty: 3696.966553
	Iteration 31Q: 3 clusters Score -120208.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -120210.164062 Penalty: 3696.966553
	Iteration 32Q: 3 clusters Score -120210.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -120212.101562 Penalty: 3696.966553
	Iteration 33Q: 3 clusters Score -120212.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -120212.101562 Penalty: 3696.966553
	Iteration 34F: 3 clusters Score -120212.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Entering Unmasked Estep 
Score: -298445.281250 Penalty: 2115.956299
	Iteration 0F: 2 clusters Score -298445.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -293969.093750 Penalty: 4231.912598
	Iteration 0F: 3 clusters Score -293969.1 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -295503.156250 Penalty: 4231.912598
	Iteration 1F: 3 clusters Score -295503.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -296123.687500 Penalty: 4231.912598
	Iteration 2F: 3 clusters Score -296123.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -296602.343750 Penalty: 4231.912598
	Iteration 3F: 3 clusters Score -296602.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -297000.687500 Penalty: 4231.912598
	Iteration 4F: 3 clusters Score -297000.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -297261.156250 Penalty: 4231.912598
	Iteration 5F: 3 clusters Score -297261.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -297427.125000 Penalty: 4231.912598
	Iteration 6Q: 3 clusters Score -297427.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -297554.375000 Penalty: 4231.912598
	Iteration 7Q: 3 clusters Score -297554.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -297632.562500 Penalty: 4231.912598
	Iteration 8Q: 3 clusters Score -297632.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -297703.312500 Penalty: 4231.912598
	Iteration 9Q: 3 clusters Score -297703.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -297742.250000 Penalty: 4231.912598
	Iteration 10Q: 3 clusters Score -297742.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -297767.218750 Penalty: 4231.912598
	Iteration 11Q: 3 clusters Score -297767.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -297788.406250 Penalty: 4231.912598
	Iteration 12Q: 3 clusters Score -297788.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -297808.125000 Penalty: 4231.912598
	Iteration 13Q: 3 clusters Score -297808.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -297825.625000 Penalty: 4231.912598
	Iteration 14Q: 3 clusters Score -297825.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -297848.625000 Penalty: 4231.912598
	Iteration 15Q: 3 clusters Score -297848.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -297875.093750 Penalty: 4231.912598
	Iteration 16Q: 3 clusters Score -297875.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -297909.718750 Penalty: 4231.912598
	Iteration 17Q: 3 clusters Score -297909.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -297954.875000 Penalty: 4231.912598
	Iteration 18Q: 3 clusters Score -297954.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -297997.250000 Penalty: 4231.912598
	Iteration 19Q: 3 clusters Score -297997.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -298035.125000 Penalty: 4231.912598
	Iteration 20F: 3 clusters Score -298035.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -298069.656250 Penalty: 4231.912598
	Iteration 21Q: 3 clusters Score -298069.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -298093.531250 Penalty: 4231.912598
	Iteration 22Q: 3 clusters Score -298093.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -298109.093750 Penalty: 4231.912598
	Iteration 23Q: 3 clusters Score -298109.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -298119.312500 Penalty: 4231.912598
	Iteration 24Q: 3 clusters Score -298119.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -298127.937500 Penalty: 4231.912598
	Iteration 25Q: 3 clusters Score -298127.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -298133.500000 Penalty: 4231.912598
	Iteration 26Q: 3 clusters Score -298133.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -298138.156250 Penalty: 4231.912598
	Iteration 27Q: 3 clusters Score -298138.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -298141.500000 Penalty: 4231.912598
	Iteration 28Q: 3 clusters Score -298141.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -298145.937500 Penalty: 4231.912598
	Iteration 29Q: 3 clusters Score -298145.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -298148.125000 Penalty: 4231.912598
	Iteration 30Q: 3 clusters Score -298148.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -298148.656250 Penalty: 4231.912598
	Iteration 31Q: 3 clusters Score -298148.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -298149.343750 Penalty: 4231.912598
	Iteration 32Q: 3 clusters Score -298149.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -298149.500000 Penalty: 4231.912598
	Iteration 33Q: 3 clusters Score -298149.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -298149.937500 Penalty: 4231.912598
	Iteration 34Q: 3 clusters Score -298149.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -298149.937500 Penalty: 4231.912598
	Iteration 35F: 3 clusters Score -298149.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -83024.906250 Penalty: 1769.847778
	Iteration 0F: 2 clusters Score -83024.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -80997.601562 Penalty: 3539.695557
	Iteration 0F: 3 clusters Score -80997.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -81502.515625 Penalty: 3539.695557
	Iteration 1F: 3 clusters Score -81502.52 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -81837.718750 Penalty: 3539.695557
	Iteration 2F: 3 clusters Score -81837.72 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -82166.851562 Penalty: 3539.695557
	Iteration 3F: 3 clusters Score -82166.85 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -82400.812500 Penalty: 3539.695557
	Iteration 4F: 3 clusters Score -82400.81 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -82533.789062 Penalty: 3539.695557
	Iteration 5Q: 3 clusters Score -82533.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -82591.625000 Penalty: 3539.695557
	Iteration 6Q: 3 clusters Score -82591.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -82618.085938 Penalty: 3539.695557
	Iteration 7Q: 3 clusters Score -82618.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -82630.625000 Penalty: 3539.695557
	Iteration 8Q: 3 clusters Score -82630.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -82636.054688 Penalty: 3539.695557
	Iteration 9Q: 3 clusters Score -82636.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -82638.929688 Penalty: 3539.695557
	Iteration 10Q: 3 clusters Score -82638.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -82638.929688 Penalty: 3539.695557
	Iteration 11F: 3 clusters Score -82638.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (10553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Entering Unmasked Estep 
Score: -807834.250000 Penalty: 2297.513184
	Iteration 0F: 2 clusters Score -807834.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -799857.750000 Penalty: 4595.026367
	Iteration 0F: 3 clusters Score -799857.8 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -802158.875000 Penalty: 4595.026367
	Iteration 1F: 3 clusters Score -802158.9 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -802544.062500 Penalty: 4595.026367
	Iteration 2F: 3 clusters Score -802544.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -802853.750000 Penalty: 4595.026367
	Iteration 3F: 3 clusters Score -802853.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -803147.125000 Penalty: 4595.026367
	Iteration 4Q: 3 clusters Score -803147.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -803435.312500 Penalty: 4595.026367
	Iteration 5Q: 3 clusters Score -803435.3 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -803745.812500 Penalty: 4595.026367
	Iteration 6Q: 3 clusters Score -803745.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -804017.875000 Penalty: 4595.026367
	Iteration 7Q: 3 clusters Score -804017.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -804284.500000 Penalty: 4595.026367
	Iteration 8Q: 3 clusters Score -804284.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -804522.875000 Penalty: 4595.026367
	Iteration 9Q: 3 clusters Score -804522.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -804764.500000 Penalty: 4595.026367
	Iteration 10Q: 3 clusters Score -804764.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -804969.812500 Penalty: 4595.026367
	Iteration 11Q: 3 clusters Score -804969.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -805165.250000 Penalty: 4595.026367
	Iteration 12Q: 3 clusters Score -805165.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -805350.187500 Penalty: 4595.026367
	Iteration 13Q: 3 clusters Score -805350.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -805518.937500 Penalty: 4595.026367
	Iteration 14Q: 3 clusters Score -805518.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -805651.187500 Penalty: 4595.026367
	Iteration 15Q: 3 clusters Score -805651.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -805754.500000 Penalty: 4595.026367
	Iteration 16Q: 3 clusters Score -805754.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -805852.625000 Penalty: 4595.026367
	Iteration 17Q: 3 clusters Score -805852.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -805936.437500 Penalty: 4595.026367
	Iteration 18Q: 3 clusters Score -805936.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -806025.312500 Penalty: 4595.026367
	Iteration 19Q: 3 clusters Score -806025.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -806109.625000 Penalty: 4595.026367
	Iteration 20F: 3 clusters Score -806109.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -806177.937500 Penalty: 4595.026367
	Iteration 21Q: 3 clusters Score -806177.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -806241.062500 Penalty: 4595.026367
	Iteration 22Q: 3 clusters Score -806241.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -806287.750000 Penalty: 4595.026367
	Iteration 23Q: 3 clusters Score -806287.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -806326.375000 Penalty: 4595.026367
	Iteration 24Q: 3 clusters Score -806326.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -806353.750000 Penalty: 4595.026367
	Iteration 25Q: 3 clusters Score -806353.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -806379.625000 Penalty: 4595.026367
	Iteration 26Q: 3 clusters Score -806379.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -806402.062500 Penalty: 4595.026367
	Iteration 27Q: 3 clusters Score -806402.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -806421.937500 Penalty: 4595.026367
	Iteration 28Q: 3 clusters Score -806421.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -806448.562500 Penalty: 4595.026367
	Iteration 29Q: 3 clusters Score -806448.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -806489.625000 Penalty: 4595.026367
	Iteration 30Q: 3 clusters Score -806489.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -806542.562500 Penalty: 4595.026367
	Iteration 31Q: 3 clusters Score -806542.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -806604.875000 Penalty: 4595.026367
	Iteration 32Q: 3 clusters Score -806604.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -806682.562500 Penalty: 4595.026367
	Iteration 33Q: 3 clusters Score -806682.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -806785.687500 Penalty: 4595.026367
	Iteration 34Q: 3 clusters Score -806785.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -806883.812500 Penalty: 4595.026367
	Iteration 35Q: 3 clusters Score -806883.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -806973.625000 Penalty: 4595.026367
	Iteration 36Q: 3 clusters Score -806973.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -807051.062500 Penalty: 4595.026367
	Iteration 37Q: 3 clusters Score -807051.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -807091.125000 Penalty: 4595.026367
	Iteration 38Q: 3 clusters Score -807091.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -807110.687500 Penalty: 4595.026367
	Iteration 39Q: 3 clusters Score -807110.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -807121.562500 Penalty: 4595.026367
	Iteration 40F: 3 clusters Score -807121.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -807130.750000 Penalty: 4595.026367
	Iteration 41Q: 3 clusters Score -807130.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -807141.062500 Penalty: 4595.026367
	Iteration 42Q: 3 clusters Score -807141.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -807143.062500 Penalty: 4595.026367
	Iteration 43Q: 3 clusters Score -807143.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -807145.312500 Penalty: 4595.026367
	Iteration 44Q: 3 clusters Score -807145.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -807151.625000 Penalty: 4595.026367
	Iteration 45Q: 3 clusters Score -807151.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -807151.250000 Penalty: 4595.026367
	Iteration 46Q: 3 clusters Score -807151.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -807155.875000 Penalty: 4595.026367
	Iteration 47Q: 3 clusters Score -807155.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -807157.562500 Penalty: 4595.026367
	Iteration 48Q: 3 clusters Score -807157.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -807160.000000 Penalty: 4595.026367
	Iteration 49Q: 3 clusters Score -807160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -807160.125000 Penalty: 4595.026367
	Iteration 50Q: 3 clusters Score -807160.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -807160.937500 Penalty: 4595.026367
	Iteration 51Q: 3 clusters Score -807160.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -807160.687500 Penalty: 4595.026367
	Iteration 52Q: 3 clusters Score -807160.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -807161.437500 Penalty: 4595.026367
	Iteration 53Q: 3 clusters Score -807161.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -807160.687500 Penalty: 4595.026367
	Iteration 54Q: 3 clusters Score -807160.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -807160.687500 Penalty: 4595.026367
	Iteration 55F: 3 clusters Score -807160.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (3040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Entering Unmasked Estep 
Score: -217610.562500 Penalty: 1988.864136
	Iteration 0F: 2 clusters Score -217610.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -214323.828125 Penalty: 3977.728271
	Iteration 0F: 3 clusters Score -214323.8 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -215039.000000 Penalty: 3977.728271
	Iteration 1F: 3 clusters Score -215039 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -215232.406250 Penalty: 3977.728271
	Iteration 2F: 3 clusters Score -215232.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -215365.593750 Penalty: 3977.728271
	Iteration 3Q: 3 clusters Score -215365.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -215514.109375 Penalty: 3977.728271
	Iteration 4Q: 3 clusters Score -215514.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -215642.406250 Penalty: 3977.728271
	Iteration 5Q: 3 clusters Score -215642.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -215726.531250 Penalty: 3977.728271
	Iteration 6Q: 3 clusters Score -215726.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -215795.312500 Penalty: 3977.728271
	Iteration 7Q: 3 clusters Score -215795.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -215857.375000 Penalty: 3977.728271
	Iteration 8Q: 3 clusters Score -215857.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -215913.125000 Penalty: 3977.728271
	Iteration 9Q: 3 clusters Score -215913.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -215982.000000 Penalty: 3977.728271
	Iteration 10Q: 3 clusters Score -215982 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -216040.531250 Penalty: 3977.728271
	Iteration 11Q: 3 clusters Score -216040.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -216084.421875 Penalty: 3977.728271
	Iteration 12Q: 3 clusters Score -216084.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -216122.156250 Penalty: 3977.728271
	Iteration 13Q: 3 clusters Score -216122.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -216151.984375 Penalty: 3977.728271
	Iteration 14Q: 3 clusters Score -216152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -216169.062500 Penalty: 3977.728271
	Iteration 15Q: 3 clusters Score -216169.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -216176.906250 Penalty: 3977.728271
	Iteration 16Q: 3 clusters Score -216176.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -216183.406250 Penalty: 3977.728271
	Iteration 17Q: 3 clusters Score -216183.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -216194.125000 Penalty: 3977.728271
	Iteration 18Q: 3 clusters Score -216194.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -216199.953125 Penalty: 3977.728271
	Iteration 19Q: 3 clusters Score -216200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -216211.015625 Penalty: 3977.728271
	Iteration 20F: 3 clusters Score -216211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -216220.625000 Penalty: 3977.728271
	Iteration 21Q: 3 clusters Score -216220.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -216227.421875 Penalty: 3977.728271
	Iteration 22Q: 3 clusters Score -216227.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -216236.406250 Penalty: 3977.728271
	Iteration 23Q: 3 clusters Score -216236.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -216245.250000 Penalty: 3977.728271
	Iteration 24Q: 3 clusters Score -216245.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -216251.390625 Penalty: 3977.728271
	Iteration 25Q: 3 clusters Score -216251.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -216256.078125 Penalty: 3977.728271
	Iteration 26Q: 3 clusters Score -216256.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -216260.281250 Penalty: 3977.728271
	Iteration 27Q: 3 clusters Score -216260.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -216262.640625 Penalty: 3977.728271
	Iteration 28Q: 3 clusters Score -216262.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -216266.390625 Penalty: 3977.728271
	Iteration 29Q: 3 clusters Score -216266.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -216270.171875 Penalty: 3977.728271
	Iteration 30Q: 3 clusters Score -216270.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -216272.234375 Penalty: 3977.728271
	Iteration 31Q: 3 clusters Score -216272.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -216272.750000 Penalty: 3977.728271
	Iteration 32Q: 3 clusters Score -216272.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -216273.562500 Penalty: 3977.728271
	Iteration 33Q: 3 clusters Score -216273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -216274.062500 Penalty: 3977.728271
	Iteration 34Q: 3 clusters Score -216274.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -216274.359375 Penalty: 3977.728271
	Iteration 35Q: 3 clusters Score -216274.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -216274.750000 Penalty: 3977.728271
	Iteration 36Q: 3 clusters Score -216274.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -216274.750000 Penalty: 3977.728271
	Iteration 37F: 3 clusters Score -216274.8 nChanged 0
20->44 Clusters: Score -102302992.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 1416018 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71259 members 
Mstep: Class 2 contains 70204 members 
Mstep: Class 3 contains 70950 members 
Mstep: Class 4 contains 70459 members 
Mstep: Class 5 contains 70493 members 
Mstep: Class 6 contains 70678 members 
Mstep: Class 7 contains 71463 members 
Mstep: Class 8 contains 71159 members 
Mstep: Class 9 contains 70764 members 
Mstep: Class 10 contains 70495 members 
Mstep: Class 11 contains 70558 members 
Mstep: Class 12 contains 71089 members 
Mstep: Class 13 contains 70961 members 
Mstep: Class 14 contains 71062 members 
Mstep: Class 15 contains 70944 members 
Mstep: Class 16 contains 70949 members 
Mstep: Class 17 contains 70962 members 
Mstep: Class 18 contains 70437 members 
Mstep: Class 19 contains 70438 members 
Mstep: Class 20 contains 70694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1251.404663 but Gain 3512.515625
Score: -94105384.000000 Penalty: 66737.750000
Iteration 0F: 20 clusters Score -9.410538e+07 nChanged 1336853
Entering Unmasked Mstep 
Mstep: Class 0 contains 3160 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 43138 members 
Mstep: Class 3 contains 72833 members 
Mstep: Class 4 contains 60263 members 
Mstep: Class 5 contains 89614 members 
Mstep: Class 6 contains 75748 members 
Mstep: Class 7 contains 123363 members 
Mstep: Class 8 contains 35784 members 
Mstep: Class 9 contains 124575 members 
Mstep: Class 10 contains 58545 members 
Mstep: Class 11 contains 76482 members 
Mstep: Class 12 contains 57503 members 
Mstep: Class 13 contains 52365 members 
Mstep: Class 14 contains 85095 members 
Mstep: Class 15 contains 177154 members 
Mstep: Class 16 contains 63948 members 
Mstep: Class 17 contains 62183 members 
Mstep: Class 18 contains 41542 members 
Mstep: Class 19 contains 68187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98919896.000000 Penalty: 66737.750000
Iteration 1F: 20 clusters Score -9.89199e+07 nChanged 489743
Entering Unmasked Mstep 
Mstep: Class 0 contains 435 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 28529 members 
Mstep: Class 3 contains 87114 members 
Mstep: Class 4 contains 60177 members 
Mstep: Class 5 contains 116538 members 
Mstep: Class 6 contains 83503 members 
Mstep: Class 7 contains 112113 members 
Mstep: Class 8 contains 34691 members 
Mstep: Class 9 contains 145235 members 
Mstep: Class 10 contains 54672 members 
Mstep: Class 11 contains 77012 members 
Mstep: Class 12 contains 50180 members 
Mstep: Class 13 contains 42447 members 
Mstep: Class 14 contains 72044 members 
Mstep: Class 15 contains 218130 members 
Mstep: Class 16 contains 49607 members 
Mstep: Class 17 contains 50264 members 
Mstep: Class 18 contains 32862 members 
Mstep: Class 19 contains 65361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99972496.000000 Penalty: 66737.750000
Iteration 2F: 20 clusters Score -9.99725e+07 nChanged 376218
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 21081 members 
Mstep: Class 3 contains 86145 members 
Mstep: Class 4 contains 91593 members 
Mstep: Class 5 contains 115798 members 
Mstep: Class 6 contains 102704 members 
Mstep: Class 7 contains 113113 members 
Mstep: Class 8 contains 32502 members 
Mstep: Class 9 contains 157311 members 
Mstep: Class 10 contains 45166 members 
Mstep: Class 11 contains 64255 members 
Mstep: Class 12 contains 34984 members 
Mstep: Class 13 contains 37473 members 
Mstep: Class 14 contains 54851 members 
Mstep: Class 15 contains 220333 members 
Mstep: Class 16 contains 32351 members 
Mstep: Class 17 contains 49969 members 
Mstep: Class 18 contains 35224 members 
Mstep: Class 19 contains 86845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100573512.000000 Penalty: 66737.750000
Iteration 3F: 20 clusters Score -1.005735e+08 nChanged 309668
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 19516 members 
Mstep: Class 3 contains 80656 members 
Mstep: Class 4 contains 129275 members 
Mstep: Class 5 contains 92777 members 
Mstep: Class 6 contains 128060 members 
Mstep: Class 7 contains 107710 members 
Mstep: Class 8 contains 28333 members 
Mstep: Class 9 contains 179077 members 
Mstep: Class 10 contains 42178 members 
Mstep: Class 11 contains 45676 members 
Mstep: Class 12 contains 25571 members 
Mstep: Class 13 contains 32704 members 
Mstep: Class 14 contains 38556 members 
Mstep: Class 15 contains 202508 members 
Mstep: Class 16 contains 18238 members 
Mstep: Class 17 contains 51686 members 
Mstep: Class 18 contains 47775 members 
Mstep: Class 19 contains 113111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100964696.000000 Penalty: 66737.750000
Iteration 4F: 20 clusters Score -1.009647e+08 nChanged 242256
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 18771 members 
Mstep: Class 3 contains 77330 members 
Mstep: Class 4 contains 157451 members 
Mstep: Class 5 contains 64808 members 
Mstep: Class 6 contains 145030 members 
Mstep: Class 7 contains 100098 members 
Mstep: Class 8 contains 24892 members 
Mstep: Class 9 contains 198423 members 
Mstep: Class 10 contains 43772 members 
Mstep: Class 11 contains 34406 members 
Mstep: Class 12 contains 21471 members 
Mstep: Class 13 contains 31761 members 
Mstep: Class 14 contains 26272 members 
Mstep: Class 15 contains 178957 members 
Mstep: Class 16 contains 9444 members 
Mstep: Class 17 contains 51785 members 
Mstep: Class 18 contains 66330 members 
Mstep: Class 19 contains 135531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101219064.000000 Penalty: 66737.750000
Iteration 5F: 20 clusters Score -1.012191e+08 nChanged 193864
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 17464 members 
Mstep: Class 3 contains 75248 members 
Mstep: Class 4 contains 177037 members 
Mstep: Class 5 contains 41881 members 
Mstep: Class 6 contains 156051 members 
Mstep: Class 7 contains 91842 members 
Mstep: Class 8 contains 22504 members 
Mstep: Class 9 contains 213866 members 
Mstep: Class 10 contains 44087 members 
Mstep: Class 11 contains 27249 members 
Mstep: Class 12 contains 20558 members 
Mstep: Class 13 contains 33026 members 
Mstep: Class 14 contains 20159 members 
Mstep: Class 15 contains 151412 members 
Mstep: Class 16 contains 5412 members 
Mstep: Class 17 contains 51791 members 
Mstep: Class 18 contains 85427 members 
Mstep: Class 19 contains 155283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101395128.000000 Penalty: 66737.750000
Iteration 6F: 20 clusters Score -1.013951e+08 nChanged 156965
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 16118 members 
Mstep: Class 3 contains 72662 members 
Mstep: Class 4 contains 190405 members 
Mstep: Class 5 contains 29115 members 
Mstep: Class 6 contains 163412 members 
Mstep: Class 7 contains 81979 members 
Mstep: Class 8 contains 20676 members 
Mstep: Class 9 contains 225657 members 
Mstep: Class 10 contains 43658 members 
Mstep: Class 11 contains 22298 members 
Mstep: Class 12 contains 20970 members 
Mstep: Class 13 contains 34108 members 
Mstep: Class 14 contains 18455 members 
Mstep: Class 15 contains 122377 members 
Mstep: Class 16 contains 3978 members 
Mstep: Class 17 contains 51295 members 
Mstep: Class 18 contains 101340 members 
Mstep: Class 19 contains 175013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101525160.000000 Penalty: 66737.750000
Iteration 7F: 20 clusters Score -1.015252e+08 nChanged 130522
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 14964 members 
Mstep: Class 3 contains 70131 members 
Mstep: Class 4 contains 198455 members 
Mstep: Class 5 contains 23872 members 
Mstep: Class 6 contains 166930 members 
Mstep: Class 7 contains 71517 members 
Mstep: Class 8 contains 19302 members 
Mstep: Class 9 contains 233440 members 
Mstep: Class 10 contains 43316 members 
Mstep: Class 11 contains 19415 members 
Mstep: Class 12 contains 21695 members 
Mstep: Class 13 contains 34936 members 
Mstep: Class 14 contains 18982 members 
Mstep: Class 15 contains 96816 members 
Mstep: Class 16 contains 3537 members 
Mstep: Class 17 contains 50202 members 
Mstep: Class 18 contains 113514 members 
Mstep: Class 19 contains 195295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101632272.000000 Penalty: 66737.750000
Iteration 8F: 20 clusters Score -1.016323e+08 nChanged 109538
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 14148 members 
Mstep: Class 3 contains 71110 members 
Mstep: Class 4 contains 202285 members 
Mstep: Class 5 contains 21498 members 
Mstep: Class 6 contains 167399 members 
Mstep: Class 7 contains 61759 members 
Mstep: Class 8 contains 18178 members 
Mstep: Class 9 contains 237661 members 
Mstep: Class 10 contains 43293 members 
Mstep: Class 11 contains 18046 members 
Mstep: Class 12 contains 22564 members 
Mstep: Class 13 contains 35186 members 
Mstep: Class 14 contains 19913 members 
Mstep: Class 15 contains 76662 members 
Mstep: Class 16 contains 3459 members 
Mstep: Class 17 contains 48348 members 
Mstep: Class 18 contains 121059 members 
Mstep: Class 19 contains 215717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101729040.000000 Penalty: 66737.750000
Iteration 9F: 20 clusters Score -1.01729e+08 nChanged 91939
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 13509 members 
Mstep: Class 3 contains 75041 members 
Mstep: Class 4 contains 202885 members 
Mstep: Class 5 contains 20662 members 
Mstep: Class 6 contains 165627 members 
Mstep: Class 7 contains 53760 members 
Mstep: Class 8 contains 17243 members 
Mstep: Class 9 contains 238583 members 
Mstep: Class 10 contains 43761 members 
Mstep: Class 11 contains 17319 members 
Mstep: Class 12 contains 23486 members 
Mstep: Class 13 contains 36304 members 
Mstep: Class 14 contains 20664 members 
Mstep: Class 15 contains 62480 members 
Mstep: Class 16 contains 3399 members 
Mstep: Class 17 contains 45982 members 
Mstep: Class 18 contains 124982 members 
Mstep: Class 19 contains 234909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101790888.000000 Penalty: 66737.750000
Iteration 10F: 20 clusters Score -1.017909e+08 nChanged 75673
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 13022 members 
Mstep: Class 3 contains 78672 members 
Mstep: Class 4 contains 201276 members 
Mstep: Class 5 contains 20636 members 
Mstep: Class 6 contains 162754 members 
Mstep: Class 7 contains 47438 members 
Mstep: Class 8 contains 16475 members 
Mstep: Class 9 contains 237451 members 
Mstep: Class 10 contains 44529 members 
Mstep: Class 11 contains 17138 members 
Mstep: Class 12 contains 24387 members 
Mstep: Class 13 contains 36855 members 
Mstep: Class 14 contains 21032 members 
Mstep: Class 15 contains 52823 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 43676 members 
Mstep: Class 18 contains 127927 members 
Mstep: Class 19 contains 252784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101834616.000000 Penalty: 66737.750000
Iteration 11F: 20 clusters Score -1.018346e+08 nChanged 62096
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 12654 members 
Mstep: Class 3 contains 81713 members 
Mstep: Class 4 contains 198183 members 
Mstep: Class 5 contains 20987 members 
Mstep: Class 6 contains 159531 members 
Mstep: Class 7 contains 42507 members 
Mstep: Class 8 contains 15941 members 
Mstep: Class 9 contains 235084 members 
Mstep: Class 10 contains 45200 members 
Mstep: Class 11 contains 17534 members 
Mstep: Class 12 contains 25169 members 
Mstep: Class 13 contains 36840 members 
Mstep: Class 14 contains 21220 members 
Mstep: Class 15 contains 46237 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 41541 members 
Mstep: Class 18 contains 130340 members 
Mstep: Class 19 contains 269062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101865864.000000 Penalty: 66737.750000
Iteration 12Q: 20 clusters Score -1.018659e+08 nChanged 51839
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 12390 members 
Mstep: Class 3 contains 84095 members 
Mstep: Class 4 contains 194225 members 
Mstep: Class 5 contains 21395 members 
Mstep: Class 6 contains 155844 members 
Mstep: Class 7 contains 38796 members 
Mstep: Class 8 contains 15557 members 
Mstep: Class 9 contains 232158 members 
Mstep: Class 10 contains 45446 members 
Mstep: Class 11 contains 18430 members 
Mstep: Class 12 contains 25743 members 
Mstep: Class 13 contains 36608 members 
Mstep: Class 14 contains 21027 members 
Mstep: Class 15 contains 42090 members 
Mstep: Class 16 contains 4114 members 
Mstep: Class 17 contains 39590 members 
Mstep: Class 18 contains 132465 members 
Mstep: Class 19 contains 284218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101890504.000000 Penalty: 66737.750000
Iteration 13Q: 20 clusters Score -1.018905e+08 nChanged 44518
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 12230 members 
Mstep: Class 3 contains 85698 members 
Mstep: Class 4 contains 189472 members 
Mstep: Class 5 contains 21773 members 
Mstep: Class 6 contains 151867 members 
Mstep: Class 7 contains 36034 members 
Mstep: Class 8 contains 15224 members 
Mstep: Class 9 contains 228980 members 
Mstep: Class 10 contains 45441 members 
Mstep: Class 11 contains 19771 members 
Mstep: Class 12 contains 26135 members 
Mstep: Class 13 contains 36274 members 
Mstep: Class 14 contains 20713 members 
Mstep: Class 15 contains 40152 members 
Mstep: Class 16 contains 4558 members 
Mstep: Class 17 contains 37768 members 
Mstep: Class 18 contains 134107 members 
Mstep: Class 19 contains 298370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101908960.000000 Penalty: 66737.750000
Iteration 14Q: 20 clusters Score -1.01909e+08 nChanged 39364
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 12142 members 
Mstep: Class 3 contains 86537 members 
Mstep: Class 4 contains 184164 members 
Mstep: Class 5 contains 22125 members 
Mstep: Class 6 contains 147807 members 
Mstep: Class 7 contains 34055 members 
Mstep: Class 8 contains 14969 members 
Mstep: Class 9 contains 225475 members 
Mstep: Class 10 contains 45258 members 
Mstep: Class 11 contains 21459 members 
Mstep: Class 12 contains 26386 members 
Mstep: Class 13 contains 35944 members 
Mstep: Class 14 contains 20167 members 
Mstep: Class 15 contains 40198 members 
Mstep: Class 16 contains 4969 members 
Mstep: Class 17 contains 36118 members 
Mstep: Class 18 contains 135327 members 
Mstep: Class 19 contains 311704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101925592.000000 Penalty: 66737.750000
Iteration 15Q: 20 clusters Score -1.019256e+08 nChanged 35298
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 12099 members 
Mstep: Class 3 contains 86747 members 
Mstep: Class 4 contains 178300 members 
Mstep: Class 5 contains 22452 members 
Mstep: Class 6 contains 143597 members 
Mstep: Class 7 contains 32850 members 
Mstep: Class 8 contains 14764 members 
Mstep: Class 9 contains 221830 members 
Mstep: Class 10 contains 45029 members 
Mstep: Class 11 contains 23494 members 
Mstep: Class 12 contains 26533 members 
Mstep: Class 13 contains 35678 members 
Mstep: Class 14 contains 19433 members 
Mstep: Class 15 contains 41397 members 
Mstep: Class 16 contains 5324 members 
Mstep: Class 17 contains 34710 members 
Mstep: Class 18 contains 136186 members 
Mstep: Class 19 contains 324528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101940080.000000 Penalty: 66737.750000
Iteration 16Q: 20 clusters Score -1.019401e+08 nChanged 32132
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 12172 members 
Mstep: Class 3 contains 86693 members 
Mstep: Class 4 contains 172101 members 
Mstep: Class 5 contains 22742 members 
Mstep: Class 6 contains 139408 members 
Mstep: Class 7 contains 32333 members 
Mstep: Class 8 contains 14633 members 
Mstep: Class 9 contains 218337 members 
Mstep: Class 10 contains 44682 members 
Mstep: Class 11 contains 25684 members 
Mstep: Class 12 contains 26665 members 
Mstep: Class 13 contains 35472 members 
Mstep: Class 14 contains 18391 members 
Mstep: Class 15 contains 42747 members 
Mstep: Class 16 contains 5638 members 
Mstep: Class 17 contains 33579 members 
Mstep: Class 18 contains 136831 members 
Mstep: Class 19 contains 336927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101952448.000000 Penalty: 66737.750000
Iteration 17Q: 20 clusters Score -1.019524e+08 nChanged 29944
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 12273 members 
Mstep: Class 3 contains 86459 members 
Mstep: Class 4 contains 165820 members 
Mstep: Class 5 contains 23005 members 
Mstep: Class 6 contains 135333 members 
Mstep: Class 7 contains 32554 members 
Mstep: Class 8 contains 14518 members 
Mstep: Class 9 contains 215097 members 
Mstep: Class 10 contains 44290 members 
Mstep: Class 11 contains 28065 members 
Mstep: Class 12 contains 26749 members 
Mstep: Class 13 contains 35303 members 
Mstep: Class 14 contains 17023 members 
Mstep: Class 15 contains 44091 members 
Mstep: Class 16 contains 5908 members 
Mstep: Class 17 contains 32735 members 
Mstep: Class 18 contains 137357 members 
Mstep: Class 19 contains 348492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101964712.000000 Penalty: 66737.750000
Iteration 18Q: 20 clusters Score -1.019647e+08 nChanged 28214
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 12405 members 
Mstep: Class 3 contains 86121 members 
Mstep: Class 4 contains 160102 members 
Mstep: Class 5 contains 23167 members 
Mstep: Class 6 contains 131276 members 
Mstep: Class 7 contains 33299 members 
Mstep: Class 8 contains 14417 members 
Mstep: Class 9 contains 212074 members 
Mstep: Class 10 contains 43854 members 
Mstep: Class 11 contains 30618 members 
Mstep: Class 12 contains 26839 members 
Mstep: Class 13 contains 35208 members 
Mstep: Class 14 contains 15410 members 
Mstep: Class 15 contains 45401 members 
Mstep: Class 16 contains 6185 members 
Mstep: Class 17 contains 32079 members 
Mstep: Class 18 contains 137846 members 
Mstep: Class 19 contains 358798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101976104.000000 Penalty: 66737.750000
Iteration 19Q: 20 clusters Score -1.019761e+08 nChanged 25983
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 12550 members 
Mstep: Class 3 contains 85774 members 
Mstep: Class 4 contains 155036 members 
Mstep: Class 5 contains 23275 members 
Mstep: Class 6 contains 127203 members 
Mstep: Class 7 contains 33971 members 
Mstep: Class 8 contains 14327 members 
Mstep: Class 9 contains 209338 members 
Mstep: Class 10 contains 43398 members 
Mstep: Class 11 contains 33304 members 
Mstep: Class 12 contains 26887 members 
Mstep: Class 13 contains 35217 members 
Mstep: Class 14 contains 14074 members 
Mstep: Class 15 contains 46563 members 
Mstep: Class 16 contains 6472 members 
Mstep: Class 17 contains 31640 members 
Mstep: Class 18 contains 138268 members 
Mstep: Class 19 contains 367815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101987176.000000 Penalty: 66737.750000
Iteration 20F: 20 clusters Score -1.019872e+08 nChanged 24285
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 12666 members 
Mstep: Class 3 contains 85476 members 
Mstep: Class 4 contains 150880 members 
Mstep: Class 5 contains 23411 members 
Mstep: Class 6 contains 123225 members 
Mstep: Class 7 contains 34729 members 
Mstep: Class 8 contains 14113 members 
Mstep: Class 9 contains 206701 members 
Mstep: Class 10 contains 42757 members 
Mstep: Class 11 contains 36273 members 
Mstep: Class 12 contains 26870 members 
Mstep: Class 13 contains 35198 members 
Mstep: Class 14 contains 13073 members 
Mstep: Class 15 contains 47700 members 
Mstep: Class 16 contains 6940 members 
Mstep: Class 17 contains 31243 members 
Mstep: Class 18 contains 138604 members 
Mstep: Class 19 contains 375304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101996232.000000 Penalty: 66737.750000
Iteration 21Q: 20 clusters Score -1.019962e+08 nChanged 22589
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 12741 members 
Mstep: Class 3 contains 85171 members 
Mstep: Class 4 contains 147591 members 
Mstep: Class 5 contains 23497 members 
Mstep: Class 6 contains 119295 members 
Mstep: Class 7 contains 35229 members 
Mstep: Class 8 contains 13967 members 
Mstep: Class 9 contains 204290 members 
Mstep: Class 10 contains 42108 members 
Mstep: Class 11 contains 39400 members 
Mstep: Class 12 contains 26852 members 
Mstep: Class 13 contains 35190 members 
Mstep: Class 14 contains 12242 members 
Mstep: Class 15 contains 48708 members 
Mstep: Class 16 contains 7455 members 
Mstep: Class 17 contains 30932 members 
Mstep: Class 18 contains 138981 members 
Mstep: Class 19 contains 381543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102003504.000000 Penalty: 66737.750000
Iteration 22Q: 20 clusters Score -1.020035e+08 nChanged 20609
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 12820 members 
Mstep: Class 3 contains 84889 members 
Mstep: Class 4 contains 145019 members 
Mstep: Class 5 contains 23550 members 
Mstep: Class 6 contains 115411 members 
Mstep: Class 7 contains 35582 members 
Mstep: Class 8 contains 13838 members 
Mstep: Class 9 contains 202023 members 
Mstep: Class 10 contains 41402 members 
Mstep: Class 11 contains 42698 members 
Mstep: Class 12 contains 26804 members 
Mstep: Class 13 contains 35155 members 
Mstep: Class 14 contains 11648 members 
Mstep: Class 15 contains 49644 members 
Mstep: Class 16 contains 8046 members 
Mstep: Class 17 contains 30733 members 
Mstep: Class 18 contains 139311 members 
Mstep: Class 19 contains 386636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102009896.000000 Penalty: 66737.750000
Iteration 23Q: 20 clusters Score -1.020099e+08 nChanged 18976
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 12854 members 
Mstep: Class 3 contains 84621 members 
Mstep: Class 4 contains 143017 members 
Mstep: Class 5 contains 23679 members 
Mstep: Class 6 contains 111595 members 
Mstep: Class 7 contains 35953 members 
Mstep: Class 8 contains 13725 members 
Mstep: Class 9 contains 200033 members 
Mstep: Class 10 contains 40661 members 
Mstep: Class 11 contains 46051 members 
Mstep: Class 12 contains 26745 members 
Mstep: Class 13 contains 35149 members 
Mstep: Class 14 contains 11069 members 
Mstep: Class 15 contains 50470 members 
Mstep: Class 16 contains 8712 members 
Mstep: Class 17 contains 30604 members 
Mstep: Class 18 contains 139639 members 
Mstep: Class 19 contains 390646 members 
Entering Unmasked Estep 
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Iteration 24Q: 20 clusters Score -1.020151e+08 nChanged 17395
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 12874 members 
Mstep: Class 3 contains 84366 members 
Mstep: Class 4 contains 141458 members 
Mstep: Class 5 contains 23875 members 
Mstep: Class 6 contains 107953 members 
Mstep: Class 7 contains 36324 members 
Mstep: Class 8 contains 13630 members 
Mstep: Class 9 contains 198227 members 
Mstep: Class 10 contains 39966 members 
Mstep: Class 11 contains 49398 members 
Mstep: Class 12 contains 26628 members 
Mstep: Class 13 contains 35141 members 
Mstep: Class 14 contains 10655 members 
Mstep: Class 15 contains 51233 members 
Mstep: Class 16 contains 9352 members 
Mstep: Class 17 contains 30491 members 
Mstep: Class 18 contains 139914 members 
Mstep: Class 19 contains 393759 members 
Entering Unmasked Estep 
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Iteration 25Q: 20 clusters Score -1.02019e+08 nChanged 15838
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 12864 members 
Mstep: Class 3 contains 84141 members 
Mstep: Class 4 contains 140284 members 
Mstep: Class 5 contains 24203 members 
Mstep: Class 6 contains 104363 members 
Mstep: Class 7 contains 36685 members 
Mstep: Class 8 contains 13531 members 
Mstep: Class 9 contains 196673 members 
Mstep: Class 10 contains 39287 members 
Mstep: Class 11 contains 52726 members 
Mstep: Class 12 contains 26514 members 
Mstep: Class 13 contains 35142 members 
Mstep: Class 14 contains 10364 members 
Mstep: Class 15 contains 51894 members 
Mstep: Class 16 contains 9966 members 
Mstep: Class 17 contains 30415 members 
Mstep: Class 18 contains 140145 members 
Mstep: Class 19 contains 396055 members 
Entering Unmasked Estep 
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Iteration 26Q: 20 clusters Score -1.020221e+08 nChanged 14136
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 12835 members 
Mstep: Class 3 contains 83939 members 
Mstep: Class 4 contains 139454 members 
Mstep: Class 5 contains 24569 members 
Mstep: Class 6 contains 100875 members 
Mstep: Class 7 contains 36981 members 
Mstep: Class 8 contains 13448 members 
Mstep: Class 9 contains 195425 members 
Mstep: Class 10 contains 38630 members 
Mstep: Class 11 contains 55883 members 
Mstep: Class 12 contains 26423 members 
Mstep: Class 13 contains 35145 members 
Mstep: Class 14 contains 10152 members 
Mstep: Class 15 contains 52472 members 
Mstep: Class 16 contains 10535 members 
Mstep: Class 17 contains 30391 members 
Mstep: Class 18 contains 140331 members 
Mstep: Class 19 contains 397770 members 
Entering Unmasked Estep 
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Iteration 27Q: 20 clusters Score -1.020249e+08 nChanged 12844
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 12823 members 
Mstep: Class 3 contains 83728 members 
Mstep: Class 4 contains 138894 members 
Mstep: Class 5 contains 24960 members 
Mstep: Class 6 contains 97462 members 
Mstep: Class 7 contains 37180 members 
Mstep: Class 8 contains 13370 members 
Mstep: Class 9 contains 194345 members 
Mstep: Class 10 contains 38029 members 
Mstep: Class 11 contains 58851 members 
Mstep: Class 12 contains 26319 members 
Mstep: Class 13 contains 35136 members 
Mstep: Class 14 contains 10000 members 
Mstep: Class 15 contains 52968 members 
Mstep: Class 16 contains 11051 members 
Mstep: Class 17 contains 30384 members 
Mstep: Class 18 contains 140539 members 
Mstep: Class 19 contains 399222 members 
Entering Unmasked Estep 
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Iteration 28Q: 20 clusters Score -1.020272e+08 nChanged 11548
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 12824 members 
Mstep: Class 3 contains 83545 members 
Mstep: Class 4 contains 138444 members 
Mstep: Class 5 contains 25439 members 
Mstep: Class 6 contains 94108 members 
Mstep: Class 7 contains 37309 members 
Mstep: Class 8 contains 13322 members 
Mstep: Class 9 contains 193462 members 
Mstep: Class 10 contains 37437 members 
Mstep: Class 11 contains 61566 members 
Mstep: Class 12 contains 26235 members 
Mstep: Class 13 contains 35130 members 
Mstep: Class 14 contains 9904 members 
Mstep: Class 15 contains 53354 members 
Mstep: Class 16 contains 11560 members 
Mstep: Class 17 contains 30310 members 
Mstep: Class 18 contains 140713 members 
Mstep: Class 19 contains 400603 members 
Entering Unmasked Estep 
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Iteration 29Q: 20 clusters Score -1.020291e+08 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 12820 members 
Mstep: Class 3 contains 83357 members 
Mstep: Class 4 contains 138063 members 
Mstep: Class 5 contains 25868 members 
Mstep: Class 6 contains 90690 members 
Mstep: Class 7 contains 37407 members 
Mstep: Class 8 contains 13291 members 
Mstep: Class 9 contains 192691 members 
Mstep: Class 10 contains 36915 members 
Mstep: Class 11 contains 64051 members 
Mstep: Class 12 contains 26168 members 
Mstep: Class 13 contains 35099 members 
Mstep: Class 14 contains 9826 members 
Mstep: Class 15 contains 53746 members 
Mstep: Class 16 contains 12000 members 
Mstep: Class 17 contains 30267 members 
Mstep: Class 18 contains 140889 members 
Mstep: Class 19 contains 402120 members 
Entering Unmasked Estep 
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Iteration 30Q: 20 clusters Score -1.020307e+08 nChanged 9919
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 12828 members 
Mstep: Class 3 contains 83168 members 
Mstep: Class 4 contains 137793 members 
Mstep: Class 5 contains 26236 members 
Mstep: Class 6 contains 87231 members 
Mstep: Class 7 contains 37474 members 
Mstep: Class 8 contains 13261 members 
Mstep: Class 9 contains 192010 members 
Mstep: Class 10 contains 36447 members 
Mstep: Class 11 contains 66335 members 
Mstep: Class 12 contains 26090 members 
Mstep: Class 13 contains 35092 members 
Mstep: Class 14 contains 9776 members 
Mstep: Class 15 contains 54080 members 
Mstep: Class 16 contains 12405 members 
Mstep: Class 17 contains 30218 members 
Mstep: Class 18 contains 141062 members 
Mstep: Class 19 contains 403766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102031840.000000 Penalty: 66737.750000
Iteration 31Q: 20 clusters Score -1.020318e+08 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 12825 members 
Mstep: Class 3 contains 82965 members 
Mstep: Class 4 contains 137556 members 
Mstep: Class 5 contains 26570 members 
Mstep: Class 6 contains 83628 members 
Mstep: Class 7 contains 37529 members 
Mstep: Class 8 contains 13225 members 
Mstep: Class 9 contains 191385 members 
Mstep: Class 10 contains 36002 members 
Mstep: Class 11 contains 68407 members 
Mstep: Class 12 contains 26033 members 
Mstep: Class 13 contains 35074 members 
Mstep: Class 14 contains 9740 members 
Mstep: Class 15 contains 54429 members 
Mstep: Class 16 contains 12794 members 
Mstep: Class 17 contains 30189 members 
Mstep: Class 18 contains 141246 members 
Mstep: Class 19 contains 405677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102032832.000000 Penalty: 66737.750000
Iteration 32Q: 20 clusters Score -1.020328e+08 nChanged 9099
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 12831 members 
Mstep: Class 3 contains 82760 members 
Mstep: Class 4 contains 137423 members 
Mstep: Class 5 contains 26825 members 
Mstep: Class 6 contains 79721 members 
Mstep: Class 7 contains 37564 members 
Mstep: Class 8 contains 13199 members 
Mstep: Class 9 contains 190792 members 
Mstep: Class 10 contains 35625 members 
Mstep: Class 11 contains 70333 members 
Mstep: Class 12 contains 25981 members 
Mstep: Class 13 contains 35063 members 
Mstep: Class 14 contains 9696 members 
Mstep: Class 15 contains 54824 members 
Mstep: Class 16 contains 13139 members 
Mstep: Class 17 contains 30148 members 
Mstep: Class 18 contains 141438 members 
Mstep: Class 19 contains 407917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102034696.000000 Penalty: 66737.750000
Iteration 33Q: 20 clusters Score -1.020347e+08 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 12850 members 
Mstep: Class 3 contains 82536 members 
Mstep: Class 4 contains 137426 members 
Mstep: Class 5 contains 27079 members 
Mstep: Class 6 contains 75542 members 
Mstep: Class 7 contains 37575 members 
Mstep: Class 8 contains 13179 members 
Mstep: Class 9 contains 190274 members 
Mstep: Class 10 contains 35302 members 
Mstep: Class 11 contains 72030 members 
Mstep: Class 12 contains 25938 members 
Mstep: Class 13 contains 35059 members 
Mstep: Class 14 contains 9680 members 
Mstep: Class 15 contains 55133 members 
Mstep: Class 16 contains 13451 members 
Mstep: Class 17 contains 30071 members 
Mstep: Class 18 contains 141650 members 
Mstep: Class 19 contains 410507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102036552.000000 Penalty: 66737.750000
Iteration 34Q: 20 clusters Score -1.020366e+08 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 12863 members 
Mstep: Class 3 contains 82279 members 
Mstep: Class 4 contains 137479 members 
Mstep: Class 5 contains 27298 members 
Mstep: Class 6 contains 71038 members 
Mstep: Class 7 contains 37580 members 
Mstep: Class 8 contains 13165 members 
Mstep: Class 9 contains 189739 members 
Mstep: Class 10 contains 35011 members 
Mstep: Class 11 contains 73483 members 
Mstep: Class 12 contains 25898 members 
Mstep: Class 13 contains 35042 members 
Mstep: Class 14 contains 9659 members 
Mstep: Class 15 contains 55383 members 
Mstep: Class 16 contains 13771 members 
Mstep: Class 17 contains 29985 members 
Mstep: Class 18 contains 141896 members 
Mstep: Class 19 contains 413713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102039680.000000 Penalty: 66737.750000
Iteration 35Q: 20 clusters Score -1.020397e+08 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 12859 members 
Mstep: Class 3 contains 82006 members 
Mstep: Class 4 contains 137436 members 
Mstep: Class 5 contains 27521 members 
Mstep: Class 6 contains 66327 members 
Mstep: Class 7 contains 37557 members 
Mstep: Class 8 contains 13156 members 
Mstep: Class 9 contains 189244 members 
Mstep: Class 10 contains 34689 members 
Mstep: Class 11 contains 74758 members 
Mstep: Class 12 contains 25874 members 
Mstep: Class 13 contains 35004 members 
Mstep: Class 14 contains 9649 members 
Mstep: Class 15 contains 55511 members 
Mstep: Class 16 contains 14082 members 
Mstep: Class 17 contains 29896 members 
Mstep: Class 18 contains 142165 members 
Mstep: Class 19 contains 417546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102045064.000000 Penalty: 66737.750000
Iteration 36Q: 20 clusters Score -1.020451e+08 nChanged 10018
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 12873 members 
Mstep: Class 3 contains 81715 members 
Mstep: Class 4 contains 137347 members 
Mstep: Class 5 contains 27709 members 
Mstep: Class 6 contains 61674 members 
Mstep: Class 7 contains 37485 members 
Mstep: Class 8 contains 13155 members 
Mstep: Class 9 contains 188779 members 
Mstep: Class 10 contains 34338 members 
Mstep: Class 11 contains 75896 members 
Mstep: Class 12 contains 25842 members 
Mstep: Class 13 contains 34964 members 
Mstep: Class 14 contains 9648 members 
Mstep: Class 15 contains 55555 members 
Mstep: Class 16 contains 14412 members 
Mstep: Class 17 contains 29758 members 
Mstep: Class 18 contains 142452 members 
Mstep: Class 19 contains 421677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102052248.000000 Penalty: 66737.750000
Iteration 37Q: 20 clusters Score -1.020522e+08 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 12895 members 
Mstep: Class 3 contains 81388 members 
Mstep: Class 4 contains 137134 members 
Mstep: Class 5 contains 27885 members 
Mstep: Class 6 contains 58154 members 
Mstep: Class 7 contains 37398 members 
Mstep: Class 8 contains 13152 members 
Mstep: Class 9 contains 188193 members 
Mstep: Class 10 contains 33922 members 
Mstep: Class 11 contains 76811 members 
Mstep: Class 12 contains 25820 members 
Mstep: Class 13 contains 34901 members 
Mstep: Class 14 contains 9643 members 
Mstep: Class 15 contains 55460 members 
Mstep: Class 16 contains 14739 members 
Mstep: Class 17 contains 29605 members 
Mstep: Class 18 contains 142771 members 
Mstep: Class 19 contains 425407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102058680.000000 Penalty: 66737.750000
Iteration 38Q: 20 clusters Score -1.020587e+08 nChanged 9189
Entering ConstructFrom: 
Score: -102058680.000000 Penalty: 66737.750000
Entering ConstructFrom: 
Trying to split cluster 1 (10698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Entering Unmasked Estep 
Score: -685104.500000 Penalty: 2300.897461
	Iteration 0F: 2 clusters Score -685104.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -677316.312500 Penalty: 4601.794922
	Iteration 0F: 3 clusters Score -677316.3 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -682065.625000 Penalty: 4601.794922
	Iteration 1F: 3 clusters Score -682065.6 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -685282.312500 Penalty: 4601.794922
	Iteration 2F: 3 clusters Score -685282.3 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -688243.187500 Penalty: 4601.794922
	Iteration 3F: 3 clusters Score -688243.2 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -689777.812500 Penalty: 4601.794922
	Iteration 4F: 3 clusters Score -689777.8 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -690736.500000 Penalty: 4601.794922
	Iteration 5F: 3 clusters Score -690736.5 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -691578.875000 Penalty: 4601.794922
	Iteration 6F: 3 clusters Score -691578.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -692340.500000 Penalty: 4601.794922
	Iteration 7Q: 3 clusters Score -692340.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -692895.875000 Penalty: 4601.794922
	Iteration 8Q: 3 clusters Score -692895.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -693227.500000 Penalty: 4601.794922
	Iteration 9Q: 3 clusters Score -693227.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -693378.187500 Penalty: 4601.794922
	Iteration 10Q: 3 clusters Score -693378.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -693468.062500 Penalty: 4601.794922
	Iteration 11Q: 3 clusters Score -693468.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -693494.812500 Penalty: 4601.794922
	Iteration 12Q: 3 clusters Score -693494.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -693501.375000 Penalty: 4601.794922
	Iteration 13Q: 3 clusters Score -693501.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -693510.312500 Penalty: 4601.794922
	Iteration 14Q: 3 clusters Score -693510.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -693518.125000 Penalty: 4601.794922
	Iteration 15Q: 3 clusters Score -693518.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -693519.687500 Penalty: 4601.794922
	Iteration 16Q: 3 clusters Score -693519.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -693522.125000 Penalty: 4601.794922
	Iteration 17Q: 3 clusters Score -693522.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -693524.312500 Penalty: 4601.794922
	Iteration 18Q: 3 clusters Score -693524.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -693524.375000 Penalty: 4601.794922
	Iteration 19Q: 3 clusters Score -693524.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -693580.625000 Penalty: 4601.794922
	Iteration 20F: 3 clusters Score -693580.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -693652.812500 Penalty: 4601.794922
	Iteration 21Q: 3 clusters Score -693652.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -693669.437500 Penalty: 4601.794922
	Iteration 22Q: 3 clusters Score -693669.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -693681.250000 Penalty: 4601.794922
	Iteration 23Q: 3 clusters Score -693681.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -693691.250000 Penalty: 4601.794922
	Iteration 24Q: 3 clusters Score -693691.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -693699.250000 Penalty: 4601.794922
	Iteration 25Q: 3 clusters Score -693699.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -693710.562500 Penalty: 4601.794922
	Iteration 26Q: 3 clusters Score -693710.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -693733.812500 Penalty: 4601.794922
	Iteration 27Q: 3 clusters Score -693733.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -693791.125000 Penalty: 4601.794922
	Iteration 28Q: 3 clusters Score -693791.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -694195.125000 Penalty: 4601.794922
	Iteration 29Q: 3 clusters Score -694195.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -695927.937500 Penalty: 4601.794922
	Iteration 30Q: 3 clusters Score -695927.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -696814.312500 Penalty: 4601.794922
	Iteration 31Q: 3 clusters Score -696814.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -697296.187500 Penalty: 4601.794922
	Iteration 32Q: 3 clusters Score -697296.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -697648.187500 Penalty: 4601.794922
	Iteration 33Q: 3 clusters Score -697648.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -697998.312500 Penalty: 4601.794922
	Iteration 34Q: 3 clusters Score -697998.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -698258.125000 Penalty: 4601.794922
	Iteration 35Q: 3 clusters Score -698258.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -698436.500000 Penalty: 4601.794922
	Iteration 36Q: 3 clusters Score -698436.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -698530.625000 Penalty: 4601.794922
	Iteration 37Q: 3 clusters Score -698530.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -698578.250000 Penalty: 4601.794922
	Iteration 38Q: 3 clusters Score -698578.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -698605.375000 Penalty: 4601.794922
	Iteration 39Q: 3 clusters Score -698605.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -698634.812500 Penalty: 4601.794922
	Iteration 40F: 3 clusters Score -698634.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -698655.250000 Penalty: 4601.794922
	Iteration 41Q: 3 clusters Score -698655.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -698659.812500 Penalty: 4601.794922
	Iteration 42Q: 3 clusters Score -698659.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -698660.375000 Penalty: 4601.794922
	Iteration 43Q: 3 clusters Score -698660.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -698660.625000 Penalty: 4601.794922
	Iteration 44Q: 3 clusters Score -698660.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -698660.000000 Penalty: 4601.794922
	Iteration 45Q: 3 clusters Score -698660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -698660.000000 Penalty: 4601.794922
	Iteration 46F: 3 clusters Score -698660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 12908 members 
Mstep: Class 3 contains 81058 members 
Mstep: Class 4 contains 136786 members 
Mstep: Class 5 contains 28044 members 
Mstep: Class 6 contains 56393 members 
Mstep: Class 7 contains 37291 members 
Mstep: Class 8 contains 13148 members 
Mstep: Class 9 contains 187581 members 
Mstep: Class 10 contains 33435 members 
Mstep: Class 11 contains 77508 members 
Mstep: Class 12 contains 25797 members 
Mstep: Class 13 contains 34844 members 
Mstep: Class 14 contains 9633 members 
Mstep: Class 15 contains 55246 members 
Mstep: Class 16 contains 15080 members 
Mstep: Class 17 contains 29486 members 
Mstep: Class 18 contains 143100 members 
Mstep: Class 19 contains 427940 members 
Mstep: Class 20 contains 5841 members 
Entering Unmasked Estep 
Score: -102073848.000000 Penalty: 70250.265625
Splitting cluster 1 changes total score from -102058680.000000 to -102073848.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 2 (12908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Entering Unmasked Estep 
Score: -962526.250000 Penalty: 2347.469482
	Iteration 0F: 2 clusters Score -962526.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -953026.250000 Penalty: 4694.938965
	Iteration 0F: 3 clusters Score -953026.2 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -956136.250000 Penalty: 4694.938965
	Iteration 1F: 3 clusters Score -956136.2 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -956943.125000 Penalty: 4694.938965
	Iteration 2F: 3 clusters Score -956943.1 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -958305.187500 Penalty: 4694.938965
	Iteration 3F: 3 clusters Score -958305.2 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -960464.312500 Penalty: 4694.938965
	Iteration 4F: 3 clusters Score -960464.3 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -962580.750000 Penalty: 4694.938965
	Iteration 5F: 3 clusters Score -962580.8 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -964000.187500 Penalty: 4694.938965
	Iteration 6F: 3 clusters Score -964000.2 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -964778.750000 Penalty: 4694.938965
	Iteration 7F: 3 clusters Score -964778.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -964997.625000 Penalty: 4694.938965
	Iteration 8Q: 3 clusters Score -964997.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -965049.000000 Penalty: 4694.938965
	Iteration 9Q: 3 clusters Score -965049 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -965056.375000 Penalty: 4694.938965
	Iteration 10Q: 3 clusters Score -965056.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -965061.625000 Penalty: 4694.938965
	Iteration 11Q: 3 clusters Score -965061.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -965065.562500 Penalty: 4694.938965
	Iteration 12Q: 3 clusters Score -965065.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -965064.937500 Penalty: 4694.938965
	Iteration 13Q: 3 clusters Score -965064.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -965066.937500 Penalty: 4694.938965
	Iteration 14Q: 3 clusters Score -965066.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -965066.875000 Penalty: 4694.938965
	Iteration 15Q: 3 clusters Score -965066.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -965066.562500 Penalty: 4694.938965
	Iteration 16Q: 3 clusters Score -965066.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -965065.500000 Penalty: 4694.938965
	Iteration 17Q: 3 clusters Score -965065.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -965064.812500 Penalty: 4694.938965
	Iteration 18Q: 3 clusters Score -965064.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -965064.812500 Penalty: 4694.938965
	Iteration 19F: 3 clusters Score -965064.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7772 members 
Mstep: Class 3 contains 81058 members 
Mstep: Class 4 contains 136786 members 
Mstep: Class 5 contains 28044 members 
Mstep: Class 6 contains 56393 members 
Mstep: Class 7 contains 37291 members 
Mstep: Class 8 contains 13148 members 
Mstep: Class 9 contains 187581 members 
Mstep: Class 10 contains 33435 members 
Mstep: Class 11 contains 77508 members 
Mstep: Class 12 contains 25797 members 
Mstep: Class 13 contains 34844 members 
Mstep: Class 14 contains 9633 members 
Mstep: Class 15 contains 55246 members 
Mstep: Class 16 contains 15080 members 
Mstep: Class 17 contains 29486 members 
Mstep: Class 18 contains 143100 members 
Mstep: Class 19 contains 427940 members 
Mstep: Class 20 contains 5841 members 
Mstep: Class 21 contains 5136 members 
Entering Unmasked Estep 
Score: -102075368.000000 Penalty: 73762.773438
Splitting cluster 2 changes total score from -102058680.000000 to -102075368.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (81058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81058 members 
Entering Unmasked Estep 
Score: -6407788.500000 Penalty: 2803.124268
	Iteration 0F: 2 clusters Score -6407788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -6353721.500000 Penalty: 5606.248535
	Iteration 0F: 3 clusters Score -6353722 nChanged 38120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -6374834.000000 Penalty: 5606.248535
	Iteration 1F: 3 clusters Score -6374834 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -6375331.500000 Penalty: 5606.248535
	Iteration 2Q: 3 clusters Score -6375332 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -6375828.500000 Penalty: 5606.248535
	Iteration 3Q: 3 clusters Score -6375828 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -6376475.000000 Penalty: 5606.248535
	Iteration 4Q: 3 clusters Score -6376475 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -6377379.000000 Penalty: 5606.248535
	Iteration 5Q: 3 clusters Score -6377379 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -6378935.500000 Penalty: 5606.248535
	Iteration 6Q: 3 clusters Score -6378936 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -6381714.500000 Penalty: 5606.248535
	Iteration 7F: 3 clusters Score -6381714 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60838 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -6386494.500000 Penalty: 5606.248535
	Iteration 8F: 3 clusters Score -6386494 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67727 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -6392926.500000 Penalty: 5606.248535
	Iteration 9F: 3 clusters Score -6392926 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73729 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -6398759.500000 Penalty: 5606.248535
	Iteration 10F: 3 clusters Score -6398760 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77516 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -6402340.000000 Penalty: 5606.248535
	Iteration 11Q: 3 clusters Score -6402340 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79361 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6404051.000000 Penalty: 5606.248535
	Iteration 12Q: 3 clusters Score -6404051 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80126 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6404681.500000 Penalty: 5606.248535
	Iteration 13Q: 3 clusters Score -6404682 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80433 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6404952.500000 Penalty: 5606.248535
	Iteration 14Q: 3 clusters Score -6404952 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80567 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6405100.000000 Penalty: 5606.248535
	Iteration 15Q: 3 clusters Score -6405100 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80634 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6405190.500000 Penalty: 5606.248535
	Iteration 16Q: 3 clusters Score -6405190 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80680 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6405257.000000 Penalty: 5606.248535
	Iteration 17Q: 3 clusters Score -6405257 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80698 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6405287.000000 Penalty: 5606.248535
	Iteration 18Q: 3 clusters Score -6405287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80705 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6405312.000000 Penalty: 5606.248535
	Iteration 19Q: 3 clusters Score -6405312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80707 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6405321.000000 Penalty: 5606.248535
	Iteration 20F: 3 clusters Score -6405321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80710 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6405332.000000 Penalty: 5606.248535
	Iteration 21Q: 3 clusters Score -6405332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80713 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6405347.000000 Penalty: 5606.248535
	Iteration 22Q: 3 clusters Score -6405347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80716 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6405360.500000 Penalty: 5606.248535
	Iteration 23Q: 3 clusters Score -6405360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80720 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6405362.500000 Penalty: 5606.248535
	Iteration 24Q: 3 clusters Score -6405362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80723 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6405376.000000 Penalty: 5606.248535
	Iteration 25Q: 3 clusters Score -6405376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80729 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6405385.000000 Penalty: 5606.248535
	Iteration 26Q: 3 clusters Score -6405385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80733 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6405383.000000 Penalty: 5606.248535
	Iteration 27Q: 3 clusters Score -6405383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80736 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6405393.500000 Penalty: 5606.248535
	Iteration 28Q: 3 clusters Score -6405394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80741 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6405404.500000 Penalty: 5606.248535
	Iteration 29Q: 3 clusters Score -6405404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80743 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6405402.000000 Penalty: 5606.248535
	Iteration 30Q: 3 clusters Score -6405402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80743 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6405402.000000 Penalty: 5606.248535
	Iteration 31F: 3 clusters Score -6405402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (136786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136786 members 
Entering Unmasked Estep 
Score: -10435720.000000 Penalty: 2932.890869
	Iteration 0F: 2 clusters Score -1.043572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68234 members 
Mstep: Class 2 contains 68552 members 
Entering Unmasked Estep 
Score: -10344079.000000 Penalty: 5865.781738
	Iteration 0F: 3 clusters Score -1.034408e+07 nChanged 65178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65696 members 
Mstep: Class 2 contains 71090 members 
Entering Unmasked Estep 
Score: -10382173.000000 Penalty: 5865.781738
	Iteration 1F: 3 clusters Score -1.038217e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64361 members 
Mstep: Class 2 contains 72425 members 
Entering Unmasked Estep 
Score: -10383336.000000 Penalty: 5865.781738
	Iteration 2Q: 3 clusters Score -1.038334e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62273 members 
Mstep: Class 2 contains 74513 members 
Entering Unmasked Estep 
Score: -10384788.000000 Penalty: 5865.781738
	Iteration 3Q: 3 clusters Score -1.038479e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 77505 members 
Entering Unmasked Estep 
Score: -10387135.000000 Penalty: 5865.781738
	Iteration 4Q: 3 clusters Score -1.038714e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54939 members 
Mstep: Class 2 contains 81847 members 
Entering Unmasked Estep 
Score: -10390545.000000 Penalty: 5865.781738
	Iteration 5Q: 3 clusters Score -1.039054e+07 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 87449 members 
Entering Unmasked Estep 
Score: -10395189.000000 Penalty: 5865.781738
	Iteration 6F: 3 clusters Score -1.039519e+07 nChanged 8562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 93943 members 
Entering Unmasked Estep 
Score: -10400910.000000 Penalty: 5865.781738
	Iteration 7F: 3 clusters Score -1.040091e+07 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 100697 members 
Entering Unmasked Estep 
Score: -10407267.000000 Penalty: 5865.781738
	Iteration 8F: 3 clusters Score -1.040727e+07 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 106765 members 
Entering Unmasked Estep 
Score: -10413016.000000 Penalty: 5865.781738
	Iteration 9F: 3 clusters Score -1.041302e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 111650 members 
Entering Unmasked Estep 
Score: -10417639.000000 Penalty: 5865.781738
	Iteration 10Q: 3 clusters Score -1.041764e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 115266 members 
Entering Unmasked Estep 
Score: -10420823.000000 Penalty: 5865.781738
	Iteration 11Q: 3 clusters Score -1.042082e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 118226 members 
Entering Unmasked Estep 
Score: -10423151.000000 Penalty: 5865.781738
	Iteration 12Q: 3 clusters Score -1.042315e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 120755 members 
Entering Unmasked Estep 
Score: -10424886.000000 Penalty: 5865.781738
	Iteration 13Q: 3 clusters Score -1.042489e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 123053 members 
Entering Unmasked Estep 
Score: -10426347.000000 Penalty: 5865.781738
	Iteration 14Q: 3 clusters Score -1.042635e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 125127 members 
Entering Unmasked Estep 
Score: -10427512.000000 Penalty: 5865.781738
	Iteration 15Q: 3 clusters Score -1.042751e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 126985 members 
Entering Unmasked Estep 
Score: -10428525.000000 Penalty: 5865.781738
	Iteration 16Q: 3 clusters Score -1.042852e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 128666 members 
Entering Unmasked Estep 
Score: -10429384.000000 Penalty: 5865.781738
	Iteration 17Q: 3 clusters Score -1.042938e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 130082 members 
Entering Unmasked Estep 
Score: -10430139.000000 Penalty: 5865.781738
	Iteration 18Q: 3 clusters Score -1.043014e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 131277 members 
Entering Unmasked Estep 
Score: -10430782.000000 Penalty: 5865.781738
	Iteration 19Q: 3 clusters Score -1.043078e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 132350 members 
Entering Unmasked Estep 
Score: -10431427.000000 Penalty: 5865.781738
	Iteration 20F: 3 clusters Score -1.043143e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 133212 members 
Entering Unmasked Estep 
Score: -10431902.000000 Penalty: 5865.781738
	Iteration 21Q: 3 clusters Score -1.04319e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 133844 members 
Entering Unmasked Estep 
Score: -10432229.000000 Penalty: 5865.781738
	Iteration 22Q: 3 clusters Score -1.043223e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 134319 members 
Entering Unmasked Estep 
Score: -10432456.000000 Penalty: 5865.781738
	Iteration 23Q: 3 clusters Score -1.043246e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 134678 members 
Entering Unmasked Estep 
Score: -10432640.000000 Penalty: 5865.781738
	Iteration 24Q: 3 clusters Score -1.043264e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 134938 members 
Entering Unmasked Estep 
Score: -10432775.000000 Penalty: 5865.781738
	Iteration 25Q: 3 clusters Score -1.043278e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 135124 members 
Entering Unmasked Estep 
Score: -10432882.000000 Penalty: 5865.781738
	Iteration 26Q: 3 clusters Score -1.043288e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 135282 members 
Entering Unmasked Estep 
Score: -10432984.000000 Penalty: 5865.781738
	Iteration 27Q: 3 clusters Score -1.043298e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 135390 members 
Entering Unmasked Estep 
Score: -10433031.000000 Penalty: 5865.781738
	Iteration 28Q: 3 clusters Score -1.043303e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 135485 members 
Entering Unmasked Estep 
Score: -10433077.000000 Penalty: 5865.781738
	Iteration 29Q: 3 clusters Score -1.043308e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 135566 members 
Entering Unmasked Estep 
Score: -10433126.000000 Penalty: 5865.781738
	Iteration 30Q: 3 clusters Score -1.043313e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 135621 members 
Entering Unmasked Estep 
Score: -10433157.000000 Penalty: 5865.781738
	Iteration 31Q: 3 clusters Score -1.043316e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 135675 members 
Entering Unmasked Estep 
Score: -10433198.000000 Penalty: 5865.781738
	Iteration 32Q: 3 clusters Score -1.04332e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 135707 members 
Entering Unmasked Estep 
Score: -10433216.000000 Penalty: 5865.781738
	Iteration 33Q: 3 clusters Score -1.043322e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 135729 members 
Entering Unmasked Estep 
Score: -10433232.000000 Penalty: 5865.781738
	Iteration 34Q: 3 clusters Score -1.043323e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 135745 members 
Entering Unmasked Estep 
Score: -10433240.000000 Penalty: 5865.781738
	Iteration 35Q: 3 clusters Score -1.043324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 135757 members 
Entering Unmasked Estep 
Score: -10433244.000000 Penalty: 5865.781738
	Iteration 36Q: 3 clusters Score -1.043324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 135767 members 
Entering Unmasked Estep 
Score: -10433237.000000 Penalty: 5865.781738
	Iteration 37Q: 3 clusters Score -1.043324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 135779 members 
Entering Unmasked Estep 
Score: -10433253.000000 Penalty: 5865.781738
	Iteration 38Q: 3 clusters Score -1.043325e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 135789 members 
Entering Unmasked Estep 
Score: -10433258.000000 Penalty: 5865.781738
	Iteration 39Q: 3 clusters Score -1.043326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 135794 members 
Entering Unmasked Estep 
Score: -10433262.000000 Penalty: 5865.781738
	Iteration 40F: 3 clusters Score -1.043326e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 135803 members 
Entering Unmasked Estep 
Score: -10433262.000000 Penalty: 5865.781738
	Iteration 41Q: 3 clusters Score -1.043326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 135813 members 
Entering Unmasked Estep 
Score: -10433272.000000 Penalty: 5865.781738
	Iteration 42Q: 3 clusters Score -1.043327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 135824 members 
Entering Unmasked Estep 
Score: -10433270.000000 Penalty: 5865.781738
	Iteration 43Q: 3 clusters Score -1.043327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 135829 members 
Entering Unmasked Estep 
Score: -10433283.000000 Penalty: 5865.781738
	Iteration 44Q: 3 clusters Score -1.043328e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 135834 members 
Entering Unmasked Estep 
Score: -10433289.000000 Penalty: 5865.781738
	Iteration 45Q: 3 clusters Score -1.043329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 135843 members 
Entering Unmasked Estep 
Score: -10433284.000000 Penalty: 5865.781738
	Iteration 46Q: 3 clusters Score -1.043328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 135849 members 
Entering Unmasked Estep 
Score: -10433296.000000 Penalty: 5865.781738
	Iteration 47Q: 3 clusters Score -1.04333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 135852 members 
Entering Unmasked Estep 
Score: -10433302.000000 Penalty: 5865.781738
	Iteration 48Q: 3 clusters Score -1.04333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 135856 members 
Entering Unmasked Estep 
Score: -10433306.000000 Penalty: 5865.781738
	Iteration 49Q: 3 clusters Score -1.043331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 135859 members 
Entering Unmasked Estep 
Score: -10433303.000000 Penalty: 5865.781738
	Iteration 50Q: 3 clusters Score -1.04333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 135862 members 
Entering Unmasked Estep 
Score: -10433309.000000 Penalty: 5865.781738
	Iteration 51Q: 3 clusters Score -1.043331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 135866 members 
Entering Unmasked Estep 
Score: -10433310.000000 Penalty: 5865.781738
	Iteration 52Q: 3 clusters Score -1.043331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 135871 members 
Entering Unmasked Estep 
Score: -10433317.000000 Penalty: 5865.781738
	Iteration 53Q: 3 clusters Score -1.043332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 135874 members 
Entering Unmasked Estep 
Score: -10433315.000000 Penalty: 5865.781738
	Iteration 54Q: 3 clusters Score -1.043332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 135879 members 
Entering Unmasked Estep 
Score: -10433321.000000 Penalty: 5865.781738
	Iteration 55Q: 3 clusters Score -1.043332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 135884 members 
Entering Unmasked Estep 
Score: -10433320.000000 Penalty: 5865.781738
	Iteration 56Q: 3 clusters Score -1.043332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 135890 members 
Entering Unmasked Estep 
Score: -10433330.000000 Penalty: 5865.781738
	Iteration 57Q: 3 clusters Score -1.043333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 135896 members 
Entering Unmasked Estep 
Score: -10433323.000000 Penalty: 5865.781738
	Iteration 58Q: 3 clusters Score -1.043332e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 135906 members 
Entering Unmasked Estep 
Score: -10433326.000000 Penalty: 5865.781738
	Iteration 59Q: 3 clusters Score -1.043333e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 135919 members 
Entering Unmasked Estep 
Score: -10433335.000000 Penalty: 5865.781738
	Iteration 60F: 3 clusters Score -1.043334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 135924 members 
Entering Unmasked Estep 
Score: -10433344.000000 Penalty: 5865.781738
	Iteration 61Q: 3 clusters Score -1.043334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 135929 members 
Entering Unmasked Estep 
Score: -10433348.000000 Penalty: 5865.781738
	Iteration 62Q: 3 clusters Score -1.043335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 135931 members 
Entering Unmasked Estep 
Score: -10433346.000000 Penalty: 5865.781738
	Iteration 63Q: 3 clusters Score -1.043335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 135932 members 
Entering Unmasked Estep 
Score: -10433346.000000 Penalty: 5865.781738
	Iteration 64Q: 3 clusters Score -1.043335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 135933 members 
Entering Unmasked Estep 
Score: -10433346.000000 Penalty: 5865.781738
	Iteration 65Q: 3 clusters Score -1.043335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 135933 members 
Entering Unmasked Estep 
Score: -10433346.000000 Penalty: 5865.781738
	Iteration 66F: 3 clusters Score -1.043335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Entering Unmasked Estep 
Score: -2263372.000000 Penalty: 2539.899658
	Iteration 0F: 2 clusters Score -2263372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2244027.250000 Penalty: 5079.799316
	Iteration 0F: 3 clusters Score -2244027 nChanged 12554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2251045.500000 Penalty: 5079.799316
	Iteration 1F: 3 clusters Score -2251046 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2251504.750000 Penalty: 5079.799316
	Iteration 2Q: 3 clusters Score -2251505 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -2251908.000000 Penalty: 5079.799316
	Iteration 3Q: 3 clusters Score -2251908 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2252280.000000 Penalty: 5079.799316
	Iteration 4Q: 3 clusters Score -2252280 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2252606.250000 Penalty: 5079.799316
	Iteration 5Q: 3 clusters Score -2252606 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2252908.750000 Penalty: 5079.799316
	Iteration 6Q: 3 clusters Score -2252909 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2253216.000000 Penalty: 5079.799316
	Iteration 7Q: 3 clusters Score -2253216 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2253559.750000 Penalty: 5079.799316
	Iteration 8Q: 3 clusters Score -2253560 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2253981.500000 Penalty: 5079.799316
	Iteration 9Q: 3 clusters Score -2253982 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2254531.500000 Penalty: 5079.799316
	Iteration 10Q: 3 clusters Score -2254532 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2255243.250000 Penalty: 5079.799316
	Iteration 11Q: 3 clusters Score -2255243 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2256089.000000 Penalty: 5079.799316
	Iteration 12Q: 3 clusters Score -2256089 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2256832.750000 Penalty: 5079.799316
	Iteration 13Q: 3 clusters Score -2256833 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2257396.000000 Penalty: 5079.799316
	Iteration 14Q: 3 clusters Score -2257396 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2257767.750000 Penalty: 5079.799316
	Iteration 15Q: 3 clusters Score -2257768 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2258061.500000 Penalty: 5079.799316
	Iteration 16Q: 3 clusters Score -2258062 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2258333.000000 Penalty: 5079.799316
	Iteration 17Q: 3 clusters Score -2258333 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2258628.500000 Penalty: 5079.799316
	Iteration 18Q: 3 clusters Score -2258628 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2258897.750000 Penalty: 5079.799316
	Iteration 19Q: 3 clusters Score -2258898 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -2259203.500000 Penalty: 5079.799316
	Iteration 20F: 3 clusters Score -2259204 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2259526.750000 Penalty: 5079.799316
	Iteration 21Q: 3 clusters Score -2259527 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2259783.250000 Penalty: 5079.799316
	Iteration 22Q: 3 clusters Score -2259783 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2260021.250000 Penalty: 5079.799316
	Iteration 23Q: 3 clusters Score -2260021 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2260233.250000 Penalty: 5079.799316
	Iteration 24Q: 3 clusters Score -2260233 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2260412.250000 Penalty: 5079.799316
	Iteration 25Q: 3 clusters Score -2260412 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2260578.750000 Penalty: 5079.799316
	Iteration 26Q: 3 clusters Score -2260579 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2260713.500000 Penalty: 5079.799316
	Iteration 27Q: 3 clusters Score -2260714 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2260811.750000 Penalty: 5079.799316
	Iteration 28Q: 3 clusters Score -2260812 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2260896.500000 Penalty: 5079.799316
	Iteration 29Q: 3 clusters Score -2260896 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2260948.750000 Penalty: 5079.799316
	Iteration 30Q: 3 clusters Score -2260949 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2260998.250000 Penalty: 5079.799316
	Iteration 31Q: 3 clusters Score -2260998 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2261041.500000 Penalty: 5079.799316
	Iteration 32Q: 3 clusters Score -2261042 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2261092.250000 Penalty: 5079.799316
	Iteration 33Q: 3 clusters Score -2261092 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2261123.500000 Penalty: 5079.799316
	Iteration 34Q: 3 clusters Score -2261124 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2261164.000000 Penalty: 5079.799316
	Iteration 35Q: 3 clusters Score -2261164 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2261178.750000 Penalty: 5079.799316
	Iteration 36Q: 3 clusters Score -2261179 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2261203.750000 Penalty: 5079.799316
	Iteration 37Q: 3 clusters Score -2261204 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2261226.750000 Penalty: 5079.799316
	Iteration 38Q: 3 clusters Score -2261227 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2261241.250000 Penalty: 5079.799316
	Iteration 39Q: 3 clusters Score -2261241 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2261270.750000 Penalty: 5079.799316
	Iteration 40F: 3 clusters Score -2261271 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2261287.250000 Penalty: 5079.799316
	Iteration 41Q: 3 clusters Score -2261287 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2261307.250000 Penalty: 5079.799316
	Iteration 42Q: 3 clusters Score -2261307 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2261334.000000 Penalty: 5079.799316
	Iteration 43Q: 3 clusters Score -2261334 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2261347.500000 Penalty: 5079.799316
	Iteration 44Q: 3 clusters Score -2261348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2261371.750000 Penalty: 5079.799316
	Iteration 45Q: 3 clusters Score -2261372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2261382.000000 Penalty: 5079.799316
	Iteration 46Q: 3 clusters Score -2261382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2261386.250000 Penalty: 5079.799316
	Iteration 47Q: 3 clusters Score -2261386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2261393.500000 Penalty: 5079.799316
	Iteration 48Q: 3 clusters Score -2261394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2261392.500000 Penalty: 5079.799316
	Iteration 49Q: 3 clusters Score -2261392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2261399.250000 Penalty: 5079.799316
	Iteration 50Q: 3 clusters Score -2261399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2261404.250000 Penalty: 5079.799316
	Iteration 51Q: 3 clusters Score -2261404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2261409.750000 Penalty: 5079.799316
	Iteration 52Q: 3 clusters Score -2261410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2261409.500000 Penalty: 5079.799316
	Iteration 53Q: 3 clusters Score -2261410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2261417.500000 Penalty: 5079.799316
	Iteration 54Q: 3 clusters Score -2261418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2261422.750000 Penalty: 5079.799316
	Iteration 55Q: 3 clusters Score -2261423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2261424.500000 Penalty: 5079.799316
	Iteration 56Q: 3 clusters Score -2261424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2261433.500000 Penalty: 5079.799316
	Iteration 57Q: 3 clusters Score -2261434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2261437.750000 Penalty: 5079.799316
	Iteration 58Q: 3 clusters Score -2261438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2261440.000000 Penalty: 5079.799316
	Iteration 59Q: 3 clusters Score -2261440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2261440.250000 Penalty: 5079.799316
	Iteration 60F: 3 clusters Score -2261440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2261440.000000 Penalty: 5079.799316
	Iteration 61Q: 3 clusters Score -2261440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2261440.000000 Penalty: 5079.799316
	Iteration 62F: 3 clusters Score -2261440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (56393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Entering Unmasked Estep 
Score: -4318091.500000 Penalty: 2713.145020
	Iteration 0F: 2 clusters Score -4318092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -4280285.500000 Penalty: 5426.290039
	Iteration 0F: 3 clusters Score -4280286 nChanged 26162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -4294693.000000 Penalty: 5426.290039
	Iteration 1F: 3 clusters Score -4294693 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -4295298.000000 Penalty: 5426.290039
	Iteration 2Q: 3 clusters Score -4295298 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -4295829.000000 Penalty: 5426.290039
	Iteration 3Q: 3 clusters Score -4295829 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -4296377.000000 Penalty: 5426.290039
	Iteration 4Q: 3 clusters Score -4296377 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -4297020.500000 Penalty: 5426.290039
	Iteration 5Q: 3 clusters Score -4297020 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -4297766.000000 Penalty: 5426.290039
	Iteration 6Q: 3 clusters Score -4297766 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -4298690.500000 Penalty: 5426.290039
	Iteration 7Q: 3 clusters Score -4298690 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -4300018.500000 Penalty: 5426.290039
	Iteration 8Q: 3 clusters Score -4300018 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -4301862.500000 Penalty: 5426.290039
	Iteration 9F: 3 clusters Score -4301862 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -4304196.000000 Penalty: 5426.290039
	Iteration 10F: 3 clusters Score -4304196 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -4306507.500000 Penalty: 5426.290039
	Iteration 11F: 3 clusters Score -4306508 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -4308052.000000 Penalty: 5426.290039
	Iteration 12Q: 3 clusters Score -4308052 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -4308771.500000 Penalty: 5426.290039
	Iteration 13Q: 3 clusters Score -4308772 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -4309205.500000 Penalty: 5426.290039
	Iteration 14Q: 3 clusters Score -4309206 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -4309496.500000 Penalty: 5426.290039
	Iteration 15Q: 3 clusters Score -4309496 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -4309757.000000 Penalty: 5426.290039
	Iteration 16Q: 3 clusters Score -4309757 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -4309989.000000 Penalty: 5426.290039
	Iteration 17Q: 3 clusters Score -4309989 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -4310175.500000 Penalty: 5426.290039
	Iteration 18Q: 3 clusters Score -4310176 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -4310330.500000 Penalty: 5426.290039
	Iteration 19Q: 3 clusters Score -4310330 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -4310500.000000 Penalty: 5426.290039
	Iteration 20F: 3 clusters Score -4310500 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -4310630.500000 Penalty: 5426.290039
	Iteration 21Q: 3 clusters Score -4310630 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -4310809.000000 Penalty: 5426.290039
	Iteration 22Q: 3 clusters Score -4310809 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -4310943.500000 Penalty: 5426.290039
	Iteration 23Q: 3 clusters Score -4310944 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -4311078.500000 Penalty: 5426.290039
	Iteration 24Q: 3 clusters Score -4311078 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -4311211.000000 Penalty: 5426.290039
	Iteration 25Q: 3 clusters Score -4311211 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -4311364.000000 Penalty: 5426.290039
	Iteration 26Q: 3 clusters Score -4311364 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -4311524.000000 Penalty: 5426.290039
	Iteration 27Q: 3 clusters Score -4311524 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -4311700.000000 Penalty: 5426.290039
	Iteration 28Q: 3 clusters Score -4311700 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -4311870.000000 Penalty: 5426.290039
	Iteration 29Q: 3 clusters Score -4311870 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -4312031.500000 Penalty: 5426.290039
	Iteration 30Q: 3 clusters Score -4312032 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -4312151.500000 Penalty: 5426.290039
	Iteration 31Q: 3 clusters Score -4312152 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -4312276.500000 Penalty: 5426.290039
	Iteration 32Q: 3 clusters Score -4312276 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -4312431.000000 Penalty: 5426.290039
	Iteration 33Q: 3 clusters Score -4312431 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -4312573.000000 Penalty: 5426.290039
	Iteration 34Q: 3 clusters Score -4312573 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -4312728.500000 Penalty: 5426.290039
	Iteration 35Q: 3 clusters Score -4312728 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -4312890.000000 Penalty: 5426.290039
	Iteration 36Q: 3 clusters Score -4312890 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -4313091.000000 Penalty: 5426.290039
	Iteration 37Q: 3 clusters Score -4313091 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -4313275.500000 Penalty: 5426.290039
	Iteration 38Q: 3 clusters Score -4313276 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -4313466.000000 Penalty: 5426.290039
	Iteration 39Q: 3 clusters Score -4313466 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -4313654.500000 Penalty: 5426.290039
	Iteration 40F: 3 clusters Score -4313654 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -4313791.500000 Penalty: 5426.290039
	Iteration 41Q: 3 clusters Score -4313792 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -4313961.500000 Penalty: 5426.290039
	Iteration 42Q: 3 clusters Score -4313962 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51470 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -4314134.000000 Penalty: 5426.290039
	Iteration 43Q: 3 clusters Score -4314134 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51884 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -4314296.000000 Penalty: 5426.290039
	Iteration 44Q: 3 clusters Score -4314296 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -4314445.500000 Penalty: 5426.290039
	Iteration 45Q: 3 clusters Score -4314446 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52653 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -4314586.500000 Penalty: 5426.290039
	Iteration 46Q: 3 clusters Score -4314586 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -4314737.500000 Penalty: 5426.290039
	Iteration 47Q: 3 clusters Score -4314738 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -4314830.500000 Penalty: 5426.290039
	Iteration 48Q: 3 clusters Score -4314830 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53565 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -4314946.000000 Penalty: 5426.290039
	Iteration 49Q: 3 clusters Score -4314946 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -4315042.000000 Penalty: 5426.290039
	Iteration 50Q: 3 clusters Score -4315042 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53997 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -4315119.500000 Penalty: 5426.290039
	Iteration 51Q: 3 clusters Score -4315120 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54180 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4315199.500000 Penalty: 5426.290039
	Iteration 52Q: 3 clusters Score -4315200 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4315280.000000 Penalty: 5426.290039
	Iteration 53Q: 3 clusters Score -4315280 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4315329.000000 Penalty: 5426.290039
	Iteration 54Q: 3 clusters Score -4315329 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54669 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4315412.000000 Penalty: 5426.290039
	Iteration 55Q: 3 clusters Score -4315412 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4315455.500000 Penalty: 5426.290039
	Iteration 56Q: 3 clusters Score -4315456 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54893 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4315498.500000 Penalty: 5426.290039
	Iteration 57Q: 3 clusters Score -4315498 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4315531.000000 Penalty: 5426.290039
	Iteration 58Q: 3 clusters Score -4315531 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55038 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4315552.000000 Penalty: 5426.290039
	Iteration 59Q: 3 clusters Score -4315552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55090 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4315581.500000 Penalty: 5426.290039
	Iteration 60F: 3 clusters Score -4315582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55137 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4315604.000000 Penalty: 5426.290039
	Iteration 61Q: 3 clusters Score -4315604 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55178 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4315615.000000 Penalty: 5426.290039
	Iteration 62Q: 3 clusters Score -4315615 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4315635.500000 Penalty: 5426.290039
	Iteration 63Q: 3 clusters Score -4315636 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55250 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4315661.500000 Penalty: 5426.290039
	Iteration 64Q: 3 clusters Score -4315662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55286 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4315669.000000 Penalty: 5426.290039
	Iteration 65Q: 3 clusters Score -4315669 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55319 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4315682.000000 Penalty: 5426.290039
	Iteration 66Q: 3 clusters Score -4315682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4315691.000000 Penalty: 5426.290039
	Iteration 67Q: 3 clusters Score -4315691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55362 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4315712.500000 Penalty: 5426.290039
	Iteration 68Q: 3 clusters Score -4315712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4315714.500000 Penalty: 5426.290039
	Iteration 69Q: 3 clusters Score -4315714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55390 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4315717.500000 Penalty: 5426.290039
	Iteration 70Q: 3 clusters Score -4315718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55404 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4315729.000000 Penalty: 5426.290039
	Iteration 71Q: 3 clusters Score -4315729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55415 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4315724.000000 Penalty: 5426.290039
	Iteration 72Q: 3 clusters Score -4315724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4315738.000000 Penalty: 5426.290039
	Iteration 73Q: 3 clusters Score -4315738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4315736.500000 Penalty: 5426.290039
	Iteration 74Q: 3 clusters Score -4315736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55452 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4315744.000000 Penalty: 5426.290039
	Iteration 75Q: 3 clusters Score -4315744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55462 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4315745.500000 Penalty: 5426.290039
	Iteration 76Q: 3 clusters Score -4315746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55468 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4315750.500000 Penalty: 5426.290039
	Iteration 77Q: 3 clusters Score -4315750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55474 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4315748.000000 Penalty: 5426.290039
	Iteration 78Q: 3 clusters Score -4315748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4315752.000000 Penalty: 5426.290039
	Iteration 79Q: 3 clusters Score -4315752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4315751.500000 Penalty: 5426.290039
	Iteration 80F: 3 clusters Score -4315752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Entering Unmasked Estep 
Score: -2449646.250000 Penalty: 2610.573730
	Iteration 0F: 2 clusters Score -2449646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2424483.000000 Penalty: 5221.147461
	Iteration 0F: 3 clusters Score -2424483 nChanged 16921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2434449.750000 Penalty: 5221.147461
	Iteration 1F: 3 clusters Score -2434450 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2435761.250000 Penalty: 5221.147461
	Iteration 2F: 3 clusters Score -2435761 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2437278.000000 Penalty: 5221.147461
	Iteration 3F: 3 clusters Score -2437278 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2439012.000000 Penalty: 5221.147461
	Iteration 4F: 3 clusters Score -2439012 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2440731.250000 Penalty: 5221.147461
	Iteration 5F: 3 clusters Score -2440731 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2442197.750000 Penalty: 5221.147461
	Iteration 6F: 3 clusters Score -2442198 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2443315.750000 Penalty: 5221.147461
	Iteration 7F: 3 clusters Score -2443316 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2444244.500000 Penalty: 5221.147461
	Iteration 8Q: 3 clusters Score -2444244 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2444898.250000 Penalty: 5221.147461
	Iteration 9Q: 3 clusters Score -2444898 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2445345.000000 Penalty: 5221.147461
	Iteration 10Q: 3 clusters Score -2445345 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2445624.750000 Penalty: 5221.147461
	Iteration 11Q: 3 clusters Score -2445625 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2445854.250000 Penalty: 5221.147461
	Iteration 12Q: 3 clusters Score -2445854 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2446036.250000 Penalty: 5221.147461
	Iteration 13Q: 3 clusters Score -2446036 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2446171 nChanged 424
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2446280 nChanged 390
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2446374 nChanged 380
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2446495 nChanged 398
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Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2446592 nChanged 389
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Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2446706 nChanged 360
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2446795 nChanged 380
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Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2446906 nChanged 400
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Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2447048 nChanged 431
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Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2447188 nChanged 427
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Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2447353 nChanged 441
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Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2447536 nChanged 421
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Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2447738 nChanged 419
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Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2447942 nChanged 391
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Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2448149 nChanged 351
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2448315 nChanged 315
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2448429 nChanged 288
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Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2448512.250000 Penalty: 5221.147461
	Iteration 31Q: 3 clusters Score -2448512 nChanged 247
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Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2448585 nChanged 225
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Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2448656 nChanged 202
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Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2448716 nChanged 175
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Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2448766 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2448802 nChanged 158
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Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2448850 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33246 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2448880 nChanged 117
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Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2448911 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33446 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2448940 nChanged 87
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Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2448960 nChanged 86
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Mstep: Class 1 contains 33597 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2448974 nChanged 63
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Mstep: Class 1 contains 33650 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2448993 nChanged 53
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Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2449001 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2449010 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2449018 nChanged 37
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Mstep: Class 1 contains 33820 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2449028 nChanged 36
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Mstep: Class 1 contains 33852 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2449035 nChanged 23
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Mstep: Class 1 contains 33871 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2449043 nChanged 23
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Mstep: Class 1 contains 33892 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2449039 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33909 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2449038 nChanged 26
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Mstep: Class 1 contains 33933 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2449045 nChanged 24
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Mstep: Class 1 contains 33955 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2449049 nChanged 26
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Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2449052 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2449050 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2449055.250000 Penalty: 5221.147461
	Iteration 56Q: 3 clusters Score -2449055 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2449064 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2449071 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2449069 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2449079.500000 Penalty: 5221.147461
	Iteration 60F: 3 clusters Score -2449080 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2449082 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2449094 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2449090.750000 Penalty: 5221.147461
	Iteration 63Q: 3 clusters Score -2449091 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34209 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2449098 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2449102 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2449106.750000 Penalty: 5221.147461
	Iteration 66Q: 3 clusters Score -2449107 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34264 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2449099 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34284 members 
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Entering Unmasked Estep 
Score: -2449109.750000 Penalty: 5221.147461
	Iteration 68Q: 3 clusters Score -2449110 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2449110 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34309 members 
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Entering Unmasked Estep 
Score: -2449113.000000 Penalty: 5221.147461
	Iteration 70Q: 3 clusters Score -2449113 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2449115.750000 Penalty: 5221.147461
	Iteration 71Q: 3 clusters Score -2449116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2449120.250000 Penalty: 5221.147461
	Iteration 72Q: 3 clusters Score -2449120 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2449120 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2449114.500000 Penalty: 5221.147461
	Iteration 74Q: 3 clusters Score -2449114 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2449119 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2449122 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2449119 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2449119 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2449120 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2449121 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2449120 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2449123.000000 Penalty: 5221.147461
	Iteration 82Q: 3 clusters Score -2449123 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2449131.500000 Penalty: 5221.147461
	Iteration 83Q: 3 clusters Score -2449132 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2449129.750000 Penalty: 5221.147461
	Iteration 84Q: 3 clusters Score -2449130 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2449131 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2449133.250000 Penalty: 5221.147461
	Iteration 86Q: 3 clusters Score -2449133 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2449134.250000 Penalty: 5221.147461
	Iteration 87Q: 3 clusters Score -2449134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2449134 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2449136 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2449138.500000 Penalty: 5221.147461
	Iteration 90Q: 3 clusters Score -2449138 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2449142.000000 Penalty: 5221.147461
	Iteration 91Q: 3 clusters Score -2449142 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2449146.000000 Penalty: 5221.147461
	Iteration 92Q: 3 clusters Score -2449146 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2449152.000000 Penalty: 5221.147461
	Iteration 93Q: 3 clusters Score -2449152 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2449152 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2449149 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2449152 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2449154.250000 Penalty: 5221.147461
	Iteration 97Q: 3 clusters Score -2449154 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2449156.000000 Penalty: 5221.147461
	Iteration 98Q: 3 clusters Score -2449156 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2449155 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2449157.250000 Penalty: 5221.147461
	Iteration 100F: 3 clusters Score -2449157 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2449159.750000 Penalty: 5221.147461
	Iteration 101Q: 3 clusters Score -2449160 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2449154.500000 Penalty: 5221.147461
	Iteration 102Q: 3 clusters Score -2449154 nChanged 5
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Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2449156 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2449160 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2449159 nChanged 0
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Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
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	Iteration 106F: 3 clusters Score -2449159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13148 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -801807.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -792333.000000 Penalty: 4704.076172
	Iteration 0F: 3 clusters Score -792333 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -799669.625000 Penalty: 4704.076172
	Iteration 1F: 3 clusters Score -799669.6 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -804207.500000 Penalty: 4704.076172
	Iteration 2F: 3 clusters Score -804207.5 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -806828.625000 Penalty: 4704.076172
	Iteration 3F: 3 clusters Score -806828.6 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -808022.250000 Penalty: 4704.076172
	Iteration 4F: 3 clusters Score -808022.2 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -808749.187500 Penalty: 4704.076172
	Iteration 5Q: 3 clusters Score -808749.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -809316.687500 Penalty: 4704.076172
	Iteration 6Q: 3 clusters Score -809316.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -809723.437500 Penalty: 4704.076172
	Iteration 7Q: 3 clusters Score -809723.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -810004.500000 Penalty: 4704.076172
	Iteration 8Q: 3 clusters Score -810004.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -810185.875000 Penalty: 4704.076172
	Iteration 9Q: 3 clusters Score -810185.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -810337.250000 Penalty: 4704.076172
	Iteration 10Q: 3 clusters Score -810337.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -810458.625000 Penalty: 4704.076172
	Iteration 11Q: 3 clusters Score -810458.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -810540.937500 Penalty: 4704.076172
	Iteration 12Q: 3 clusters Score -810540.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -810611.750000 Penalty: 4704.076172
	Iteration 13Q: 3 clusters Score -810611.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -810660.250000 Penalty: 4704.076172
	Iteration 14Q: 3 clusters Score -810660.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -810687.312500 Penalty: 4704.076172
	Iteration 15Q: 3 clusters Score -810687.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -810708.562500 Penalty: 4704.076172
	Iteration 16Q: 3 clusters Score -810708.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -810716.000000 Penalty: 4704.076172
	Iteration 17Q: 3 clusters Score -810716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -810736.875000 Penalty: 4704.076172
	Iteration 18Q: 3 clusters Score -810736.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -810750.687500 Penalty: 4704.076172
	Iteration 19Q: 3 clusters Score -810750.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -810759.937500 Penalty: 4704.076172
	Iteration 20F: 3 clusters Score -810759.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -810768.750000 Penalty: 4704.076172
	Iteration 21Q: 3 clusters Score -810768.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -810773.125000 Penalty: 4704.076172
	Iteration 22Q: 3 clusters Score -810773.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -810778.000000 Penalty: 4704.076172
	Iteration 23Q: 3 clusters Score -810778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -810782.062500 Penalty: 4704.076172
	Iteration 24Q: 3 clusters Score -810782.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -810784.562500 Penalty: 4704.076172
	Iteration 25Q: 3 clusters Score -810784.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -810786.125000 Penalty: 4704.076172
	Iteration 26Q: 3 clusters Score -810786.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -810787.875000 Penalty: 4704.076172
	Iteration 27Q: 3 clusters Score -810787.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -810787.250000 Penalty: 4704.076172
	Iteration 28Q: 3 clusters Score -810787.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -810789.812500 Penalty: 4704.076172
	Iteration 29Q: 3 clusters Score -810789.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -810795.437500 Penalty: 4704.076172
	Iteration 30Q: 3 clusters Score -810795.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -810798.437500 Penalty: 4704.076172
	Iteration 31Q: 3 clusters Score -810798.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -810803.937500 Penalty: 4704.076172
	Iteration 32Q: 3 clusters Score -810803.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -810805.062500 Penalty: 4704.076172
	Iteration 33Q: 3 clusters Score -810805.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -810806.625000 Penalty: 4704.076172
	Iteration 34Q: 3 clusters Score -810806.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -810809.250000 Penalty: 4704.076172
	Iteration 35Q: 3 clusters Score -810809.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -810808.187500 Penalty: 4704.076172
	Iteration 36Q: 3 clusters Score -810808.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -810810.375000 Penalty: 4704.076172
	Iteration 37Q: 3 clusters Score -810810.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -810811.750000 Penalty: 4704.076172
	Iteration 38Q: 3 clusters Score -810811.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -810812.500000 Penalty: 4704.076172
	Iteration 39Q: 3 clusters Score -810812.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -810815.375000 Penalty: 4704.076172
	Iteration 40F: 3 clusters Score -810815.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -810814.625000 Penalty: 4704.076172
	Iteration 41Q: 3 clusters Score -810814.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -810814.312500 Penalty: 4704.076172
	Iteration 42Q: 3 clusters Score -810814.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -810815.625000 Penalty: 4704.076172
	Iteration 43Q: 3 clusters Score -810815.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -810815.937500 Penalty: 4704.076172
	Iteration 44Q: 3 clusters Score -810815.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -810818.562500 Penalty: 4704.076172
	Iteration 45Q: 3 clusters Score -810818.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -810818.125000 Penalty: 4704.076172
	Iteration 46Q: 3 clusters Score -810818.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -810815.937500 Penalty: 4704.076172
	Iteration 47Q: 3 clusters Score -810815.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -810815.875000 Penalty: 4704.076172
	Iteration 48Q: 3 clusters Score -810815.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -810815.875000 Penalty: 4704.076172
	Iteration 49F: 3 clusters Score -810815.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7772 members 
Mstep: Class 3 contains 81058 members 
Mstep: Class 4 contains 136786 members 
Mstep: Class 5 contains 28044 members 
Mstep: Class 6 contains 56393 members 
Mstep: Class 7 contains 37291 members 
Mstep: Class 8 contains 8008 members 
Mstep: Class 9 contains 187581 members 
Mstep: Class 10 contains 33435 members 
Mstep: Class 11 contains 77508 members 
Mstep: Class 12 contains 25797 members 
Mstep: Class 13 contains 34844 members 
Mstep: Class 14 contains 9633 members 
Mstep: Class 15 contains 55246 members 
Mstep: Class 16 contains 15080 members 
Mstep: Class 17 contains 29486 members 
Mstep: Class 18 contains 143100 members 
Mstep: Class 19 contains 427940 members 
Mstep: Class 20 contains 5841 members 
Mstep: Class 21 contains 5136 members 
Mstep: Class 22 contains 5140 members 
Entering Unmasked Estep 
Score: -102082400.000000 Penalty: 77275.289062
Splitting cluster 8 changes total score from -102058680.000000 to -102082400.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (187581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187581 members 
Entering Unmasked Estep 
Score: -14266372.000000 Penalty: 3011.207520
	Iteration 0F: 2 clusters Score -1.426637e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93824 members 
Mstep: Class 2 contains 93757 members 
Entering Unmasked Estep 
Score: -14141177.000000 Penalty: 6022.415039
	Iteration 0F: 3 clusters Score -1.414118e+07 nChanged 90238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94604 members 
Mstep: Class 2 contains 92977 members 
Entering Unmasked Estep 
Score: -14195403.000000 Penalty: 6022.415039
	Iteration 1F: 3 clusters Score -1.41954e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95765 members 
Mstep: Class 2 contains 91816 members 
Entering Unmasked Estep 
Score: -14200015.000000 Penalty: 6022.415039
	Iteration 2Q: 3 clusters Score -1.420002e+07 nChanged 10144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99327 members 
Mstep: Class 2 contains 88254 members 
Entering Unmasked Estep 
Score: -14206874.000000 Penalty: 6022.415039
	Iteration 3F: 3 clusters Score -1.420687e+07 nChanged 13853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107332 members 
Mstep: Class 2 contains 80249 members 
Entering Unmasked Estep 
Score: -14218329.000000 Penalty: 6022.415039
	Iteration 4F: 3 clusters Score -1.421833e+07 nChanged 18580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120774 members 
Mstep: Class 2 contains 66807 members 
Entering Unmasked Estep 
Score: -14239008.000000 Penalty: 6022.415039
	Iteration 5F: 3 clusters Score -1.423901e+07 nChanged 20962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136556 members 
Mstep: Class 2 contains 51025 members 
Entering Unmasked Estep 
Score: -14264452.000000 Penalty: 6022.415039
	Iteration 6F: 3 clusters Score -1.426445e+07 nChanged 16723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148637 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -14282694.000000 Penalty: 6022.415039
	Iteration 7F: 3 clusters Score -1.428269e+07 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155867 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -14291876.000000 Penalty: 6022.415039
	Iteration 8F: 3 clusters Score -1.429188e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160092 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -14296028.000000 Penalty: 6022.415039
	Iteration 9Q: 3 clusters Score -1.429603e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162499 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -14297421.000000 Penalty: 6022.415039
	Iteration 10Q: 3 clusters Score -1.429742e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164029 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -14298006.000000 Penalty: 6022.415039
	Iteration 11Q: 3 clusters Score -1.429801e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165173 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -14298239.000000 Penalty: 6022.415039
	Iteration 12Q: 3 clusters Score -1.429824e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165980 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -14298279.000000 Penalty: 6022.415039
	Iteration 13Q: 3 clusters Score -1.429828e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166600 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -14298457.000000 Penalty: 6022.415039
	Iteration 14Q: 3 clusters Score -1.429846e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167083 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -14298506.000000 Penalty: 6022.415039
	Iteration 15Q: 3 clusters Score -1.429851e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167450 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -14298518.000000 Penalty: 6022.415039
	Iteration 16Q: 3 clusters Score -1.429852e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167756 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -14298596.000000 Penalty: 6022.415039
	Iteration 17Q: 3 clusters Score -1.42986e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168026 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -14298642.000000 Penalty: 6022.415039
	Iteration 18Q: 3 clusters Score -1.429864e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168234 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -14298686.000000 Penalty: 6022.415039
	Iteration 19Q: 3 clusters Score -1.429869e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168384 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -14298656.000000 Penalty: 6022.415039
	Iteration 20F: 3 clusters Score -1.429866e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168507 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -14298674.000000 Penalty: 6022.415039
	Iteration 21Q: 3 clusters Score -1.429867e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168594 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -14298656.000000 Penalty: 6022.415039
	Iteration 22Q: 3 clusters Score -1.429866e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168668 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -14298657.000000 Penalty: 6022.415039
	Iteration 23Q: 3 clusters Score -1.429866e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168721 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -14298643.000000 Penalty: 6022.415039
	Iteration 24Q: 3 clusters Score -1.429864e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168765 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -14298658.000000 Penalty: 6022.415039
	Iteration 25Q: 3 clusters Score -1.429866e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168809 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -14298675.000000 Penalty: 6022.415039
	Iteration 26Q: 3 clusters Score -1.429868e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168830 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -14298667.000000 Penalty: 6022.415039
	Iteration 27Q: 3 clusters Score -1.429867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168845 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -14298666.000000 Penalty: 6022.415039
	Iteration 28Q: 3 clusters Score -1.429867e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168859 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -14298659.000000 Penalty: 6022.415039
	Iteration 29Q: 3 clusters Score -1.429866e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168879 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -14298653.000000 Penalty: 6022.415039
	Iteration 30Q: 3 clusters Score -1.429865e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168894 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -14298649.000000 Penalty: 6022.415039
	Iteration 31Q: 3 clusters Score -1.429865e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168911 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -14298656.000000 Penalty: 6022.415039
	Iteration 32Q: 3 clusters Score -1.429866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168918 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -14298654.000000 Penalty: 6022.415039
	Iteration 33Q: 3 clusters Score -1.429865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168923 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -14298654.000000 Penalty: 6022.415039
	Iteration 34Q: 3 clusters Score -1.429865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168927 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -14298655.000000 Penalty: 6022.415039
	Iteration 35Q: 3 clusters Score -1.429866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168930 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -14298665.000000 Penalty: 6022.415039
	Iteration 36Q: 3 clusters Score -1.429866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168933 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -14298653.000000 Penalty: 6022.415039
	Iteration 37Q: 3 clusters Score -1.429865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168935 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -14298662.000000 Penalty: 6022.415039
	Iteration 38Q: 3 clusters Score -1.429866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168936 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -14298662.000000 Penalty: 6022.415039
	Iteration 39Q: 3 clusters Score -1.429866e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168936 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -14298662.000000 Penalty: 6022.415039
	Iteration 40F: 3 clusters Score -1.429866e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7772 members 
Mstep: Class 3 contains 81058 members 
Mstep: Class 4 contains 136786 members 
Mstep: Class 5 contains 28044 members 
Mstep: Class 6 contains 56393 members 
Mstep: Class 7 contains 37291 members 
Mstep: Class 8 contains 8008 members 
Mstep: Class 9 contains 168936 members 
Mstep: Class 10 contains 33435 members 
Mstep: Class 11 contains 77508 members 
Mstep: Class 12 contains 25797 members 
Mstep: Class 13 contains 34844 members 
Mstep: Class 14 contains 9633 members 
Mstep: Class 15 contains 55246 members 
Mstep: Class 16 contains 15080 members 
Mstep: Class 17 contains 29486 members 
Mstep: Class 18 contains 143100 members 
Mstep: Class 19 contains 427940 members 
Mstep: Class 20 contains 5841 members 
Mstep: Class 21 contains 5136 members 
Mstep: Class 22 contains 5140 members 
Mstep: Class 23 contains 18645 members 
Entering Unmasked Estep 
Score: -102113208.000000 Penalty: 80787.804688
Splitting cluster 9 changes total score from -102058680.000000 to -102113208.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (33435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Entering Unmasked Estep 
Score: -2406935.000000 Penalty: 2583.504883
	Iteration 0F: 2 clusters Score -2406935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2384246.500000 Penalty: 5167.009766
	Iteration 0F: 3 clusters Score -2384246 nChanged 15327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2392961.000000 Penalty: 5167.009766
	Iteration 1F: 3 clusters Score -2392961 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2394926.250000 Penalty: 5167.009766
	Iteration 2F: 3 clusters Score -2394926 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2398708.500000 Penalty: 5167.009766
	Iteration 3F: 3 clusters Score -2398708 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2403417.000000 Penalty: 5167.009766
	Iteration 4F: 3 clusters Score -2403417 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -2407123.000000 Penalty: 5167.009766
	Iteration 5F: 3 clusters Score -2407123 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -2409615.750000 Penalty: 5167.009766
	Iteration 6F: 3 clusters Score -2409616 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -2411419.750000 Penalty: 5167.009766
	Iteration 7Q: 3 clusters Score -2411420 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -2412704.500000 Penalty: 5167.009766
	Iteration 8Q: 3 clusters Score -2412704 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -2413943.500000 Penalty: 5167.009766
	Iteration 9Q: 3 clusters Score -2413944 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -2415454.250000 Penalty: 5167.009766
	Iteration 10Q: 3 clusters Score -2415454 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -2416702.000000 Penalty: 5167.009766
	Iteration 11Q: 3 clusters Score -2416702 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -2417774.750000 Penalty: 5167.009766
	Iteration 12Q: 3 clusters Score -2417775 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2418623.500000 Penalty: 5167.009766
	Iteration 13Q: 3 clusters Score -2418624 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2419137.750000 Penalty: 5167.009766
	Iteration 14Q: 3 clusters Score -2419138 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2419493.000000 Penalty: 5167.009766
	Iteration 15Q: 3 clusters Score -2419493 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2419746.250000 Penalty: 5167.009766
	Iteration 16Q: 3 clusters Score -2419746 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2420012.250000 Penalty: 5167.009766
	Iteration 17Q: 3 clusters Score -2420012 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2420369.750000 Penalty: 5167.009766
	Iteration 18Q: 3 clusters Score -2420370 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2421081.500000 Penalty: 5167.009766
	Iteration 19Q: 3 clusters Score -2421082 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2422776.750000 Penalty: 5167.009766
	Iteration 20F: 3 clusters Score -2422777 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2425785.000000 Penalty: 5167.009766
	Iteration 21Q: 3 clusters Score -2425785 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2426814.500000 Penalty: 5167.009766
	Iteration 22Q: 3 clusters Score -2426814 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2427218.750000 Penalty: 5167.009766
	Iteration 23Q: 3 clusters Score -2427219 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2427358.000000 Penalty: 5167.009766
	Iteration 24Q: 3 clusters Score -2427358 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2427389.500000 Penalty: 5167.009766
	Iteration 25Q: 3 clusters Score -2427390 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2427403.750000 Penalty: 5167.009766
	Iteration 26Q: 3 clusters Score -2427404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2427397.250000 Penalty: 5167.009766
	Iteration 27Q: 3 clusters Score -2427397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2427397.500000 Penalty: 5167.009766
	Iteration 28Q: 3 clusters Score -2427398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -2427397.750000 Penalty: 5167.009766
	Iteration 29Q: 3 clusters Score -2427398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2427406.000000 Penalty: 5167.009766
	Iteration 30Q: 3 clusters Score -2427406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2427405.750000 Penalty: 5167.009766
	Iteration 31Q: 3 clusters Score -2427406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2427411.000000 Penalty: 5167.009766
	Iteration 32Q: 3 clusters Score -2427411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2427407.000000 Penalty: 5167.009766
	Iteration 33Q: 3 clusters Score -2427407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2427407.250000 Penalty: 5167.009766
	Iteration 34Q: 3 clusters Score -2427407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2427407.250000 Penalty: 5167.009766
	Iteration 35F: 3 clusters Score -2427407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7772 members 
Mstep: Class 3 contains 81058 members 
Mstep: Class 4 contains 136786 members 
Mstep: Class 5 contains 28044 members 
Mstep: Class 6 contains 56393 members 
Mstep: Class 7 contains 37291 members 
Mstep: Class 8 contains 8008 members 
Mstep: Class 9 contains 168936 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 77508 members 
Mstep: Class 12 contains 25797 members 
Mstep: Class 13 contains 34844 members 
Mstep: Class 14 contains 9633 members 
Mstep: Class 15 contains 55246 members 
Mstep: Class 16 contains 15080 members 
Mstep: Class 17 contains 29486 members 
Mstep: Class 18 contains 143100 members 
Mstep: Class 19 contains 427940 members 
Mstep: Class 20 contains 5841 members 
Mstep: Class 21 contains 5136 members 
Mstep: Class 22 contains 5140 members 
Mstep: Class 23 contains 18645 members 
Mstep: Class 24 contains 15576 members 
Entering Unmasked Estep 
Score: -102132296.000000 Penalty: 84300.320312
Splitting cluster 10 changes total score from -102058680.000000 to -102132296.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (77508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77508 members 
Entering Unmasked Estep 
Score: -5918235.500000 Penalty: 2792.017822
	Iteration 0F: 2 clusters Score -5918236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -5866514.500000 Penalty: 5584.035645
	Iteration 0F: 3 clusters Score -5866514 nChanged 36389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -5887011.500000 Penalty: 5584.035645
	Iteration 1F: 3 clusters Score -5887012 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -5887767.500000 Penalty: 5584.035645
	Iteration 2Q: 3 clusters Score -5887768 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -5888866.000000 Penalty: 5584.035645
	Iteration 3Q: 3 clusters Score -5888866 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -5890519.500000 Penalty: 5584.035645
	Iteration 4Q: 3 clusters Score -5890520 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -5893253.000000 Penalty: 5584.035645
	Iteration 5F: 3 clusters Score -5893253 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -5897145.500000 Penalty: 5584.035645
	Iteration 6F: 3 clusters Score -5897146 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 52567 members 
Entering Unmasked Estep 
Score: -5901919.500000 Penalty: 5584.035645
	Iteration 7F: 3 clusters Score -5901920 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 56004 members 
Entering Unmasked Estep 
Score: -5906489.000000 Penalty: 5584.035645
	Iteration 8F: 3 clusters Score -5906489 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 58411 members 
Entering Unmasked Estep 
Score: -5909702.000000 Penalty: 5584.035645
	Iteration 9F: 3 clusters Score -5909702 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 59952 members 
Entering Unmasked Estep 
Score: -5911400.000000 Penalty: 5584.035645
	Iteration 10Q: 3 clusters Score -5911400 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 61142 members 
Entering Unmasked Estep 
Score: -5912389.500000 Penalty: 5584.035645
	Iteration 11Q: 3 clusters Score -5912390 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 62119 members 
Entering Unmasked Estep 
Score: -5912925.000000 Penalty: 5584.035645
	Iteration 12Q: 3 clusters Score -5912925 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 62986 members 
Entering Unmasked Estep 
Score: -5913294.500000 Penalty: 5584.035645
	Iteration 13Q: 3 clusters Score -5913294 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 63759 members 
Entering Unmasked Estep 
Score: -5913578.000000 Penalty: 5584.035645
	Iteration 14Q: 3 clusters Score -5913578 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 64472 members 
Entering Unmasked Estep 
Score: -5913894.000000 Penalty: 5584.035645
	Iteration 15Q: 3 clusters Score -5913894 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 65127 members 
Entering Unmasked Estep 
Score: -5914113.500000 Penalty: 5584.035645
	Iteration 16Q: 3 clusters Score -5914114 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 65753 members 
Entering Unmasked Estep 
Score: -5914240.500000 Penalty: 5584.035645
	Iteration 17Q: 3 clusters Score -5914240 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 66334 members 
Entering Unmasked Estep 
Score: -5914417.500000 Penalty: 5584.035645
	Iteration 18Q: 3 clusters Score -5914418 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 66862 members 
Entering Unmasked Estep 
Score: -5914562.500000 Penalty: 5584.035645
	Iteration 19Q: 3 clusters Score -5914562 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 67372 members 
Entering Unmasked Estep 
Score: -5914664.000000 Penalty: 5584.035645
	Iteration 20F: 3 clusters Score -5914664 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 67867 members 
Entering Unmasked Estep 
Score: -5914788.000000 Penalty: 5584.035645
	Iteration 21Q: 3 clusters Score -5914788 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 68325 members 
Entering Unmasked Estep 
Score: -5914910.500000 Penalty: 5584.035645
	Iteration 22Q: 3 clusters Score -5914910 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 68774 members 
Entering Unmasked Estep 
Score: -5914996.500000 Penalty: 5584.035645
	Iteration 23Q: 3 clusters Score -5914996 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 69242 members 
Entering Unmasked Estep 
Score: -5915136.500000 Penalty: 5584.035645
	Iteration 24Q: 3 clusters Score -5915136 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 69672 members 
Entering Unmasked Estep 
Score: -5915247.000000 Penalty: 5584.035645
	Iteration 25Q: 3 clusters Score -5915247 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 70056 members 
Entering Unmasked Estep 
Score: -5915327.500000 Penalty: 5584.035645
	Iteration 26Q: 3 clusters Score -5915328 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 70400 members 
Entering Unmasked Estep 
Score: -5915416.500000 Penalty: 5584.035645
	Iteration 27Q: 3 clusters Score -5915416 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 70747 members 
Entering Unmasked Estep 
Score: -5915478.500000 Penalty: 5584.035645
	Iteration 28Q: 3 clusters Score -5915478 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 71087 members 
Entering Unmasked Estep 
Score: -5915562.000000 Penalty: 5584.035645
	Iteration 29Q: 3 clusters Score -5915562 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 71412 members 
Entering Unmasked Estep 
Score: -5915649.000000 Penalty: 5584.035645
	Iteration 30Q: 3 clusters Score -5915649 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 71702 members 
Entering Unmasked Estep 
Score: -5915746.500000 Penalty: 5584.035645
	Iteration 31Q: 3 clusters Score -5915746 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 71969 members 
Entering Unmasked Estep 
Score: -5915842.500000 Penalty: 5584.035645
	Iteration 32Q: 3 clusters Score -5915842 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 72241 members 
Entering Unmasked Estep 
Score: -5915908.500000 Penalty: 5584.035645
	Iteration 33Q: 3 clusters Score -5915908 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 72489 members 
Entering Unmasked Estep 
Score: -5915981.000000 Penalty: 5584.035645
	Iteration 34Q: 3 clusters Score -5915981 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 72690 members 
Entering Unmasked Estep 
Score: -5916016.000000 Penalty: 5584.035645
	Iteration 35Q: 3 clusters Score -5916016 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 72854 members 
Entering Unmasked Estep 
Score: -5916073.000000 Penalty: 5584.035645
	Iteration 36Q: 3 clusters Score -5916073 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 73015 members 
Entering Unmasked Estep 
Score: -5916101.500000 Penalty: 5584.035645
	Iteration 37Q: 3 clusters Score -5916102 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 73146 members 
Entering Unmasked Estep 
Score: -5916091.500000 Penalty: 5584.035645
	Iteration 38Q: 3 clusters Score -5916092 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 73274 members 
Entering Unmasked Estep 
Score: -5916117.000000 Penalty: 5584.035645
	Iteration 39Q: 3 clusters Score -5916117 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 73381 members 
Entering Unmasked Estep 
Score: -5916163.000000 Penalty: 5584.035645
	Iteration 40F: 3 clusters Score -5916163 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 73480 members 
Entering Unmasked Estep 
Score: -5916166.500000 Penalty: 5584.035645
	Iteration 41Q: 3 clusters Score -5916166 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 73568 members 
Entering Unmasked Estep 
Score: -5916173.000000 Penalty: 5584.035645
	Iteration 42Q: 3 clusters Score -5916173 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 73642 members 
Entering Unmasked Estep 
Score: -5916175.500000 Penalty: 5584.035645
	Iteration 43Q: 3 clusters Score -5916176 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 73718 members 
Entering Unmasked Estep 
Score: -5916197.500000 Penalty: 5584.035645
	Iteration 44Q: 3 clusters Score -5916198 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 73787 members 
Entering Unmasked Estep 
Score: -5916213.000000 Penalty: 5584.035645
	Iteration 45Q: 3 clusters Score -5916213 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 73848 members 
Entering Unmasked Estep 
Score: -5916215.000000 Penalty: 5584.035645
	Iteration 46Q: 3 clusters Score -5916215 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 73896 members 
Entering Unmasked Estep 
Score: -5916220.500000 Penalty: 5584.035645
	Iteration 47Q: 3 clusters Score -5916220 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 73956 members 
Entering Unmasked Estep 
Score: -5916236.000000 Penalty: 5584.035645
	Iteration 48Q: 3 clusters Score -5916236 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 74014 members 
Entering Unmasked Estep 
Score: -5916248.500000 Penalty: 5584.035645
	Iteration 49Q: 3 clusters Score -5916248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 74064 members 
Entering Unmasked Estep 
Score: -5916263.500000 Penalty: 5584.035645
	Iteration 50Q: 3 clusters Score -5916264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 74110 members 
Entering Unmasked Estep 
Score: -5916266.000000 Penalty: 5584.035645
	Iteration 51Q: 3 clusters Score -5916266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 74146 members 
Entering Unmasked Estep 
Score: -5916272.000000 Penalty: 5584.035645
	Iteration 52Q: 3 clusters Score -5916272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 74183 members 
Entering Unmasked Estep 
Score: -5916266.500000 Penalty: 5584.035645
	Iteration 53Q: 3 clusters Score -5916266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 74215 members 
Entering Unmasked Estep 
Score: -5916272.000000 Penalty: 5584.035645
	Iteration 54Q: 3 clusters Score -5916272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 74247 members 
Entering Unmasked Estep 
Score: -5916284.500000 Penalty: 5584.035645
	Iteration 55Q: 3 clusters Score -5916284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 74273 members 
Entering Unmasked Estep 
Score: -5916281.000000 Penalty: 5584.035645
	Iteration 56Q: 3 clusters Score -5916281 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 74299 members 
Entering Unmasked Estep 
Score: -5916290.000000 Penalty: 5584.035645
	Iteration 57Q: 3 clusters Score -5916290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 74320 members 
Entering Unmasked Estep 
Score: -5916299.000000 Penalty: 5584.035645
	Iteration 58Q: 3 clusters Score -5916299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 74341 members 
Entering Unmasked Estep 
Score: -5916300.500000 Penalty: 5584.035645
	Iteration 59Q: 3 clusters Score -5916300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 74360 members 
Entering Unmasked Estep 
Score: -5916307.500000 Penalty: 5584.035645
	Iteration 60F: 3 clusters Score -5916308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 74375 members 
Entering Unmasked Estep 
Score: -5916311.500000 Penalty: 5584.035645
	Iteration 61Q: 3 clusters Score -5916312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 74391 members 
Entering Unmasked Estep 
Score: -5916302.500000 Penalty: 5584.035645
	Iteration 62Q: 3 clusters Score -5916302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 74405 members 
Entering Unmasked Estep 
Score: -5916309.500000 Penalty: 5584.035645
	Iteration 63Q: 3 clusters Score -5916310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 74416 members 
Entering Unmasked Estep 
Score: -5916312.500000 Penalty: 5584.035645
	Iteration 64Q: 3 clusters Score -5916312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 74425 members 
Entering Unmasked Estep 
Score: -5916318.000000 Penalty: 5584.035645
	Iteration 65Q: 3 clusters Score -5916318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 74438 members 
Entering Unmasked Estep 
Score: -5916328.000000 Penalty: 5584.035645
	Iteration 66Q: 3 clusters Score -5916328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 74451 members 
Entering Unmasked Estep 
Score: -5916321.500000 Penalty: 5584.035645
	Iteration 67Q: 3 clusters Score -5916322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 74462 members 
Entering Unmasked Estep 
Score: -5916330.000000 Penalty: 5584.035645
	Iteration 68Q: 3 clusters Score -5916330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 74475 members 
Entering Unmasked Estep 
Score: -5916336.500000 Penalty: 5584.035645
	Iteration 69Q: 3 clusters Score -5916336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 74488 members 
Entering Unmasked Estep 
Score: -5916334.500000 Penalty: 5584.035645
	Iteration 70Q: 3 clusters Score -5916334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 74493 members 
Entering Unmasked Estep 
Score: -5916328.000000 Penalty: 5584.035645
	Iteration 71Q: 3 clusters Score -5916328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 74503 members 
Entering Unmasked Estep 
Score: -5916330.500000 Penalty: 5584.035645
	Iteration 72Q: 3 clusters Score -5916330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 74513 members 
Entering Unmasked Estep 
Score: -5916324.000000 Penalty: 5584.035645
	Iteration 73Q: 3 clusters Score -5916324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 74523 members 
Entering Unmasked Estep 
Score: -5916325.500000 Penalty: 5584.035645
	Iteration 74Q: 3 clusters Score -5916326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 74533 members 
Entering Unmasked Estep 
Score: -5916327.000000 Penalty: 5584.035645
	Iteration 75Q: 3 clusters Score -5916327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 74542 members 
Entering Unmasked Estep 
Score: -5916325.000000 Penalty: 5584.035645
	Iteration 76Q: 3 clusters Score -5916325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -5916314.500000 Penalty: 5584.035645
	Iteration 77Q: 3 clusters Score -5916314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 74557 members 
Entering Unmasked Estep 
Score: -5916311.000000 Penalty: 5584.035645
	Iteration 78Q: 3 clusters Score -5916311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 74573 members 
Entering Unmasked Estep 
Score: -5916320.000000 Penalty: 5584.035645
	Iteration 79Q: 3 clusters Score -5916320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 74581 members 
Entering Unmasked Estep 
Score: -5916326.000000 Penalty: 5584.035645
	Iteration 80F: 3 clusters Score -5916326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 74595 members 
Entering Unmasked Estep 
Score: -5916320.500000 Penalty: 5584.035645
	Iteration 81Q: 3 clusters Score -5916320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 74608 members 
Entering Unmasked Estep 
Score: -5916321.500000 Penalty: 5584.035645
	Iteration 82Q: 3 clusters Score -5916322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 74620 members 
Entering Unmasked Estep 
Score: -5916326.000000 Penalty: 5584.035645
	Iteration 83Q: 3 clusters Score -5916326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 74631 members 
Entering Unmasked Estep 
Score: -5916341.500000 Penalty: 5584.035645
	Iteration 84Q: 3 clusters Score -5916342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 74641 members 
Entering Unmasked Estep 
Score: -5916330.500000 Penalty: 5584.035645
	Iteration 85Q: 3 clusters Score -5916330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 74649 members 
Entering Unmasked Estep 
Score: -5916331.000000 Penalty: 5584.035645
	Iteration 86Q: 3 clusters Score -5916331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 74655 members 
Entering Unmasked Estep 
Score: -5916334.000000 Penalty: 5584.035645
	Iteration 87Q: 3 clusters Score -5916334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 74664 members 
Entering Unmasked Estep 
Score: -5916334.500000 Penalty: 5584.035645
	Iteration 88Q: 3 clusters Score -5916334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 74676 members 
Entering Unmasked Estep 
Score: -5916338.000000 Penalty: 5584.035645
	Iteration 89Q: 3 clusters Score -5916338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 74685 members 
Entering Unmasked Estep 
Score: -5916336.500000 Penalty: 5584.035645
	Iteration 90Q: 3 clusters Score -5916336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 74692 members 
Entering Unmasked Estep 
Score: -5916336.000000 Penalty: 5584.035645
	Iteration 91Q: 3 clusters Score -5916336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 74698 members 
Entering Unmasked Estep 
Score: -5916323.500000 Penalty: 5584.035645
	Iteration 92Q: 3 clusters Score -5916324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 74706 members 
Entering Unmasked Estep 
Score: -5916325.000000 Penalty: 5584.035645
	Iteration 93Q: 3 clusters Score -5916325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 74715 members 
Entering Unmasked Estep 
Score: -5916330.500000 Penalty: 5584.035645
	Iteration 94Q: 3 clusters Score -5916330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 74730 members 
Entering Unmasked Estep 
Score: -5916338.000000 Penalty: 5584.035645
	Iteration 95Q: 3 clusters Score -5916338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 74744 members 
Entering Unmasked Estep 
Score: -5916341.500000 Penalty: 5584.035645
	Iteration 96Q: 3 clusters Score -5916342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 74756 members 
Entering Unmasked Estep 
Score: -5916354.500000 Penalty: 5584.035645
	Iteration 97Q: 3 clusters Score -5916354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 74773 members 
Entering Unmasked Estep 
Score: -5916355.500000 Penalty: 5584.035645
	Iteration 98Q: 3 clusters Score -5916356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 74786 members 
Entering Unmasked Estep 
Score: -5916362.000000 Penalty: 5584.035645
	Iteration 99Q: 3 clusters Score -5916362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 74791 members 
Entering Unmasked Estep 
Score: -5916367.500000 Penalty: 5584.035645
	Iteration 100F: 3 clusters Score -5916368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 74795 members 
Entering Unmasked Estep 
Score: -5916373.500000 Penalty: 5584.035645
	Iteration 101Q: 3 clusters Score -5916374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 74797 members 
Entering Unmasked Estep 
Score: -5916382.000000 Penalty: 5584.035645
	Iteration 102Q: 3 clusters Score -5916382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 74799 members 
Entering Unmasked Estep 
Score: -5916378.000000 Penalty: 5584.035645
	Iteration 103Q: 3 clusters Score -5916378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 74801 members 
Entering Unmasked Estep 
Score: -5916379.500000 Penalty: 5584.035645
	Iteration 104Q: 3 clusters Score -5916380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 74802 members 
Entering Unmasked Estep 
Score: -5916381.500000 Penalty: 5584.035645
	Iteration 105Q: 3 clusters Score -5916382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 74802 members 
Entering Unmasked Estep 
Score: -5916381.500000 Penalty: 5584.035645
	Iteration 106F: 3 clusters Score -5916382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Entering Unmasked Estep 
Score: -1900309.375000 Penalty: 2519.187256
	Iteration 0F: 2 clusters Score -1900309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1882575.000000 Penalty: 5038.374512
	Iteration 0F: 3 clusters Score -1882575 nChanged 11480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1889074.125000 Penalty: 5038.374512
	Iteration 1F: 3 clusters Score -1889074 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1890077.375000 Penalty: 5038.374512
	Iteration 2F: 3 clusters Score -1890077 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1891330.250000 Penalty: 5038.374512
	Iteration 3F: 3 clusters Score -1891330 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -1892763.875000 Penalty: 5038.374512
	Iteration 4F: 3 clusters Score -1892764 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -1894275.500000 Penalty: 5038.374512
	Iteration 5F: 3 clusters Score -1894276 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -1895741.625000 Penalty: 5038.374512
	Iteration 6F: 3 clusters Score -1895742 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -1897118.250000 Penalty: 5038.374512
	Iteration 7F: 3 clusters Score -1897118 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -1898291.000000 Penalty: 5038.374512
	Iteration 8F: 3 clusters Score -1898291 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -1899000.750000 Penalty: 5038.374512
	Iteration 9Q: 3 clusters Score -1899001 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -1899330.500000 Penalty: 5038.374512
	Iteration 10Q: 3 clusters Score -1899330 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -1899474.000000 Penalty: 5038.374512
	Iteration 11Q: 3 clusters Score -1899474 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -1899539.625000 Penalty: 5038.374512
	Iteration 12Q: 3 clusters Score -1899540 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -1899582.875000 Penalty: 5038.374512
	Iteration 13Q: 3 clusters Score -1899583 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -1899592.375000 Penalty: 5038.374512
	Iteration 14Q: 3 clusters Score -1899592 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -1899609.375000 Penalty: 5038.374512
	Iteration 15Q: 3 clusters Score -1899609 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -1899627.250000 Penalty: 5038.374512
	Iteration 16Q: 3 clusters Score -1899627 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -1899637.875000 Penalty: 5038.374512
	Iteration 17Q: 3 clusters Score -1899638 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -1899643.375000 Penalty: 5038.374512
	Iteration 18Q: 3 clusters Score -1899643 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -1899646.625000 Penalty: 5038.374512
	Iteration 19Q: 3 clusters Score -1899647 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1899652.500000 Penalty: 5038.374512
	Iteration 20F: 3 clusters Score -1899652 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -1899658.500000 Penalty: 5038.374512
	Iteration 21Q: 3 clusters Score -1899658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -1899657.250000 Penalty: 5038.374512
	Iteration 22Q: 3 clusters Score -1899657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -1899655.250000 Penalty: 5038.374512
	Iteration 23Q: 3 clusters Score -1899655 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -1899664.500000 Penalty: 5038.374512
	Iteration 24Q: 3 clusters Score -1899664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -1899664.750000 Penalty: 5038.374512
	Iteration 25Q: 3 clusters Score -1899665 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -1899667.875000 Penalty: 5038.374512
	Iteration 26Q: 3 clusters Score -1899668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -1899669.125000 Penalty: 5038.374512
	Iteration 27Q: 3 clusters Score -1899669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -1899668.125000 Penalty: 5038.374512
	Iteration 28Q: 3 clusters Score -1899668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -1899667.625000 Penalty: 5038.374512
	Iteration 29Q: 3 clusters Score -1899668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -1899676.000000 Penalty: 5038.374512
	Iteration 30Q: 3 clusters Score -1899676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -1899680.875000 Penalty: 5038.374512
	Iteration 31Q: 3 clusters Score -1899681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -1899689.375000 Penalty: 5038.374512
	Iteration 32Q: 3 clusters Score -1899689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -1899690.750000 Penalty: 5038.374512
	Iteration 33Q: 3 clusters Score -1899691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -1899690.250000 Penalty: 5038.374512
	Iteration 34Q: 3 clusters Score -1899690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -1899693.375000 Penalty: 5038.374512
	Iteration 35Q: 3 clusters Score -1899693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -1899688.750000 Penalty: 5038.374512
	Iteration 36Q: 3 clusters Score -1899689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -1899692.250000 Penalty: 5038.374512
	Iteration 37Q: 3 clusters Score -1899692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -1899689.750000 Penalty: 5038.374512
	Iteration 38Q: 3 clusters Score -1899690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -1899693.500000 Penalty: 5038.374512
	Iteration 39Q: 3 clusters Score -1899694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -1899687.500000 Penalty: 5038.374512
	Iteration 40F: 3 clusters Score -1899688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -1899684.375000 Penalty: 5038.374512
	Iteration 41Q: 3 clusters Score -1899684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -1899688.625000 Penalty: 5038.374512
	Iteration 42Q: 3 clusters Score -1899689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -1899693.375000 Penalty: 5038.374512
	Iteration 43Q: 3 clusters Score -1899693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -1899701.500000 Penalty: 5038.374512
	Iteration 44Q: 3 clusters Score -1899702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -1899699.250000 Penalty: 5038.374512
	Iteration 45Q: 3 clusters Score -1899699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -1899703.000000 Penalty: 5038.374512
	Iteration 46Q: 3 clusters Score -1899703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -1899700.375000 Penalty: 5038.374512
	Iteration 47Q: 3 clusters Score -1899700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -1899698.750000 Penalty: 5038.374512
	Iteration 48Q: 3 clusters Score -1899699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -1899697.750000 Penalty: 5038.374512
	Iteration 49Q: 3 clusters Score -1899698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -1899697.250000 Penalty: 5038.374512
	Iteration 50Q: 3 clusters Score -1899697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -1899696.750000 Penalty: 5038.374512
	Iteration 51Q: 3 clusters Score -1899697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1899690.250000 Penalty: 5038.374512
	Iteration 52Q: 3 clusters Score -1899690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -1899698.375000 Penalty: 5038.374512
	Iteration 53Q: 3 clusters Score -1899698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -1899700.125000 Penalty: 5038.374512
	Iteration 54Q: 3 clusters Score -1899700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -1899699.875000 Penalty: 5038.374512
	Iteration 55Q: 3 clusters Score -1899700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -1899701.375000 Penalty: 5038.374512
	Iteration 56Q: 3 clusters Score -1899701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -1899701.750000 Penalty: 5038.374512
	Iteration 57Q: 3 clusters Score -1899702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -1899698.125000 Penalty: 5038.374512
	Iteration 58Q: 3 clusters Score -1899698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -1899700.500000 Penalty: 5038.374512
	Iteration 59Q: 3 clusters Score -1899700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -1899702.250000 Penalty: 5038.374512
	Iteration 60F: 3 clusters Score -1899702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -1899701.250000 Penalty: 5038.374512
	Iteration 61Q: 3 clusters Score -1899701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -1899701.625000 Penalty: 5038.374512
	Iteration 62Q: 3 clusters Score -1899702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -1899700.250000 Penalty: 5038.374512
	Iteration 63Q: 3 clusters Score -1899700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -1899701.125000 Penalty: 5038.374512
	Iteration 64Q: 3 clusters Score -1899701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -1899702.375000 Penalty: 5038.374512
	Iteration 65Q: 3 clusters Score -1899702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1899703.500000 Penalty: 5038.374512
	Iteration 66Q: 3 clusters Score -1899704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1899703.500000 Penalty: 5038.374512
	Iteration 67F: 3 clusters Score -1899704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Entering Unmasked Estep 
Score: -2452849.250000 Penalty: 2593.741699
	Iteration 0F: 2 clusters Score -2452849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2429143.250000 Penalty: 5187.483398
	Iteration 0F: 3 clusters Score -2429143 nChanged 15813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -2439168.250000 Penalty: 5187.483398
	Iteration 1F: 3 clusters Score -2439168 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2443673.250000 Penalty: 5187.483398
	Iteration 2F: 3 clusters Score -2443673 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2453728.750000 Penalty: 5187.483398
	Iteration 3F: 3 clusters Score -2453729 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2462473.750000 Penalty: 5187.483398
	Iteration 4F: 3 clusters Score -2462474 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2467442.250000 Penalty: 5187.483398
	Iteration 5F: 3 clusters Score -2467442 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2469646.750000 Penalty: 5187.483398
	Iteration 6F: 3 clusters Score -2469647 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2470830.250000 Penalty: 5187.483398
	Iteration 7Q: 3 clusters Score -2470830 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2472146.750000 Penalty: 5187.483398
	Iteration 8Q: 3 clusters Score -2472147 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2474544.000000 Penalty: 5187.483398
	Iteration 9Q: 3 clusters Score -2474544 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2476540.250000 Penalty: 5187.483398
	Iteration 10Q: 3 clusters Score -2476540 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2476701.500000 Penalty: 5187.483398
	Iteration 11Q: 3 clusters Score -2476702 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2476784.250000 Penalty: 5187.483398
	Iteration 12Q: 3 clusters Score -2476784 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2476840.250000 Penalty: 5187.483398
	Iteration 13Q: 3 clusters Score -2476840 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2476877.250000 Penalty: 5187.483398
	Iteration 14Q: 3 clusters Score -2476877 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2476930.250000 Penalty: 5187.483398
	Iteration 15Q: 3 clusters Score -2476930 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2476980.750000 Penalty: 5187.483398
	Iteration 16Q: 3 clusters Score -2476981 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2477017.500000 Penalty: 5187.483398
	Iteration 17Q: 3 clusters Score -2477018 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2477057.000000 Penalty: 5187.483398
	Iteration 18Q: 3 clusters Score -2477057 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2477092.250000 Penalty: 5187.483398
	Iteration 19Q: 3 clusters Score -2477092 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -2477122.750000 Penalty: 5187.483398
	Iteration 20F: 3 clusters Score -2477123 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2477175.250000 Penalty: 5187.483398
	Iteration 21Q: 3 clusters Score -2477175 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2477220.500000 Penalty: 5187.483398
	Iteration 22Q: 3 clusters Score -2477220 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2477287.000000 Penalty: 5187.483398
	Iteration 23Q: 3 clusters Score -2477287 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2477381.500000 Penalty: 5187.483398
	Iteration 24Q: 3 clusters Score -2477382 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2477474.750000 Penalty: 5187.483398
	Iteration 25Q: 3 clusters Score -2477475 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2477586.000000 Penalty: 5187.483398
	Iteration 26Q: 3 clusters Score -2477586 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2477709.250000 Penalty: 5187.483398
	Iteration 27Q: 3 clusters Score -2477709 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2477815.000000 Penalty: 5187.483398
	Iteration 28Q: 3 clusters Score -2477815 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2477948.000000 Penalty: 5187.483398
	Iteration 29Q: 3 clusters Score -2477948 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2478084.500000 Penalty: 5187.483398
	Iteration 30Q: 3 clusters Score -2478084 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2478198.750000 Penalty: 5187.483398
	Iteration 31Q: 3 clusters Score -2478199 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2478317.750000 Penalty: 5187.483398
	Iteration 32Q: 3 clusters Score -2478318 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2478475.500000 Penalty: 5187.483398
	Iteration 33Q: 3 clusters Score -2478476 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2478717.750000 Penalty: 5187.483398
	Iteration 34Q: 3 clusters Score -2478718 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2479092.750000 Penalty: 5187.483398
	Iteration 35Q: 3 clusters Score -2479093 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2479676.750000 Penalty: 5187.483398
	Iteration 36Q: 3 clusters Score -2479677 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2480329.500000 Penalty: 5187.483398
	Iteration 37Q: 3 clusters Score -2480330 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2480814.500000 Penalty: 5187.483398
	Iteration 38Q: 3 clusters Score -2480814 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2481027.500000 Penalty: 5187.483398
	Iteration 39Q: 3 clusters Score -2481028 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2481276.500000 Penalty: 5187.483398
	Iteration 40F: 3 clusters Score -2481276 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2481412.750000 Penalty: 5187.483398
	Iteration 41Q: 3 clusters Score -2481413 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2481479.500000 Penalty: 5187.483398
	Iteration 42Q: 3 clusters Score -2481480 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2481521.750000 Penalty: 5187.483398
	Iteration 43Q: 3 clusters Score -2481522 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2481562.250000 Penalty: 5187.483398
	Iteration 44Q: 3 clusters Score -2481562 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2481592.250000 Penalty: 5187.483398
	Iteration 45Q: 3 clusters Score -2481592 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2481616.000000 Penalty: 5187.483398
	Iteration 46Q: 3 clusters Score -2481616 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2481649.750000 Penalty: 5187.483398
	Iteration 47Q: 3 clusters Score -2481650 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2481663.750000 Penalty: 5187.483398
	Iteration 48Q: 3 clusters Score -2481664 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2481696.750000 Penalty: 5187.483398
	Iteration 49Q: 3 clusters Score -2481697 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2481717.500000 Penalty: 5187.483398
	Iteration 50Q: 3 clusters Score -2481718 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2481747.250000 Penalty: 5187.483398
	Iteration 51Q: 3 clusters Score -2481747 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2481776.750000 Penalty: 5187.483398
	Iteration 52Q: 3 clusters Score -2481777 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2481789.500000 Penalty: 5187.483398
	Iteration 53Q: 3 clusters Score -2481790 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2481798.000000 Penalty: 5187.483398
	Iteration 54Q: 3 clusters Score -2481798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2481807.000000 Penalty: 5187.483398
	Iteration 55Q: 3 clusters Score -2481807 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2481813.000000 Penalty: 5187.483398
	Iteration 56Q: 3 clusters Score -2481813 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2481814.500000 Penalty: 5187.483398
	Iteration 57Q: 3 clusters Score -2481814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2481813.250000 Penalty: 5187.483398
	Iteration 58Q: 3 clusters Score -2481813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2481818.000000 Penalty: 5187.483398
	Iteration 59Q: 3 clusters Score -2481818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2481823.750000 Penalty: 5187.483398
	Iteration 60F: 3 clusters Score -2481824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2481832.250000 Penalty: 5187.483398
	Iteration 61Q: 3 clusters Score -2481832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2481832.000000 Penalty: 5187.483398
	Iteration 62Q: 3 clusters Score -2481832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2481824.750000 Penalty: 5187.483398
	Iteration 63Q: 3 clusters Score -2481825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2481828.250000 Penalty: 5187.483398
	Iteration 64Q: 3 clusters Score -2481828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2481827.000000 Penalty: 5187.483398
	Iteration 65Q: 3 clusters Score -2481827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2481830.500000 Penalty: 5187.483398
	Iteration 66Q: 3 clusters Score -2481830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2481830.250000 Penalty: 5187.483398
	Iteration 67Q: 3 clusters Score -2481830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2481835.750000 Penalty: 5187.483398
	Iteration 68Q: 3 clusters Score -2481836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2481835.750000 Penalty: 5187.483398
	Iteration 69F: 3 clusters Score -2481836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7772 members 
Mstep: Class 3 contains 81058 members 
Mstep: Class 4 contains 136786 members 
Mstep: Class 5 contains 28044 members 
Mstep: Class 6 contains 56393 members 
Mstep: Class 7 contains 37291 members 
Mstep: Class 8 contains 8008 members 
Mstep: Class 9 contains 168936 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 77508 members 
Mstep: Class 12 contains 25797 members 
Mstep: Class 13 contains 20996 members 
Mstep: Class 14 contains 9633 members 
Mstep: Class 15 contains 55246 members 
Mstep: Class 16 contains 15080 members 
Mstep: Class 17 contains 29486 members 
Mstep: Class 18 contains 143100 members 
Mstep: Class 19 contains 427940 members 
Mstep: Class 20 contains 5841 members 
Mstep: Class 21 contains 5136 members 
Mstep: Class 22 contains 5140 members 
Mstep: Class 23 contains 18645 members 
Mstep: Class 24 contains 15576 members 
Mstep: Class 25 contains 13848 members 
Entering Unmasked Estep 
Score: -102159600.000000 Penalty: 87812.828125
Splitting cluster 13 changes total score from -102058680.000000 to -102159600.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (9633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Entering Unmasked Estep 
Score: -548237.437500 Penalty: 2274.891602
	Iteration 0F: 2 clusters Score -548237.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -540981.937500 Penalty: 4549.783203
	Iteration 0F: 3 clusters Score -540981.9 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -545687.562500 Penalty: 4549.783203
	Iteration 1F: 3 clusters Score -545687.6 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -549555.937500 Penalty: 4549.783203
	Iteration 2F: 3 clusters Score -549555.9 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -552223.687500 Penalty: 4549.783203
	Iteration 3F: 3 clusters Score -552223.7 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -553160.687500 Penalty: 4549.783203
	Iteration 4F: 3 clusters Score -553160.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -553507.500000 Penalty: 4549.783203
	Iteration 5Q: 3 clusters Score -553507.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -553644.062500 Penalty: 4549.783203
	Iteration 6Q: 3 clusters Score -553644.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -553706.500000 Penalty: 4549.783203
	Iteration 7Q: 3 clusters Score -553706.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -553747.125000 Penalty: 4549.783203
	Iteration 8Q: 3 clusters Score -553747.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -553770.937500 Penalty: 4549.783203
	Iteration 9Q: 3 clusters Score -553770.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -553784.437500 Penalty: 4549.783203
	Iteration 10Q: 3 clusters Score -553784.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -553787.875000 Penalty: 4549.783203
	Iteration 11Q: 3 clusters Score -553787.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -553789.250000 Penalty: 4549.783203
	Iteration 12Q: 3 clusters Score -553789.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -553791.750000 Penalty: 4549.783203
	Iteration 13Q: 3 clusters Score -553791.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -553792.625000 Penalty: 4549.783203
	Iteration 14Q: 3 clusters Score -553792.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -553793.812500 Penalty: 4549.783203
	Iteration 15Q: 3 clusters Score -553793.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -553795.500000 Penalty: 4549.783203
	Iteration 16Q: 3 clusters Score -553795.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -553795.500000 Penalty: 4549.783203
	Iteration 17Q: 3 clusters Score -553795.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -553796.562500 Penalty: 4549.783203
	Iteration 18Q: 3 clusters Score -553796.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -553796.875000 Penalty: 4549.783203
	Iteration 19Q: 3 clusters Score -553796.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -553796.875000 Penalty: 4549.783203
	Iteration 20F: 3 clusters Score -553796.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7772 members 
Mstep: Class 3 contains 81058 members 
Mstep: Class 4 contains 136786 members 
Mstep: Class 5 contains 28044 members 
Mstep: Class 6 contains 56393 members 
Mstep: Class 7 contains 37291 members 
Mstep: Class 8 contains 8008 members 
Mstep: Class 9 contains 168936 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 77508 members 
Mstep: Class 12 contains 25797 members 
Mstep: Class 13 contains 20996 members 
Mstep: Class 14 contains 4214 members 
Mstep: Class 15 contains 55246 members 
Mstep: Class 16 contains 15080 members 
Mstep: Class 17 contains 29486 members 
Mstep: Class 18 contains 143100 members 
Mstep: Class 19 contains 427940 members 
Mstep: Class 20 contains 5841 members 
Mstep: Class 21 contains 5136 members 
Mstep: Class 22 contains 5140 members 
Mstep: Class 23 contains 18645 members 
Mstep: Class 24 contains 15576 members 
Mstep: Class 25 contains 13848 members 
Mstep: Class 26 contains 5419 members 
Entering Unmasked Estep 
Score: -102163448.000000 Penalty: 91325.343750
Splitting cluster 14 changes total score from -102058680.000000 to -102163448.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (55246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55246 members 
Entering Unmasked Estep 
Score: -4181586.500000 Penalty: 2708.048584
	Iteration 0F: 2 clusters Score -4181586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -4144489.500000 Penalty: 5416.097168
	Iteration 0F: 3 clusters Score -4144490 nChanged 25567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -4158656.750000 Penalty: 5416.097168
	Iteration 1F: 3 clusters Score -4158657 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -4159432.250000 Penalty: 5416.097168
	Iteration 2Q: 3 clusters Score -4159432 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -4160308.000000 Penalty: 5416.097168
	Iteration 3Q: 3 clusters Score -4160308 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -4161410.250000 Penalty: 5416.097168
	Iteration 4Q: 3 clusters Score -4161410 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -4162858.250000 Penalty: 5416.097168
	Iteration 5F: 3 clusters Score -4162858 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -4164593.000000 Penalty: 5416.097168
	Iteration 6F: 3 clusters Score -4164593 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -4166505.500000 Penalty: 5416.097168
	Iteration 7F: 3 clusters Score -4166506 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -4168394.000000 Penalty: 5416.097168
	Iteration 8F: 3 clusters Score -4168394 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -4170132.500000 Penalty: 5416.097168
	Iteration 9F: 3 clusters Score -4170132 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -4171614.750000 Penalty: 5416.097168
	Iteration 10Q: 3 clusters Score -4171615 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -4172926.750000 Penalty: 5416.097168
	Iteration 11Q: 3 clusters Score -4172927 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -4174081.000000 Penalty: 5416.097168
	Iteration 12Q: 3 clusters Score -4174081 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -4175019.750000 Penalty: 5416.097168
	Iteration 13Q: 3 clusters Score -4175020 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -4175750.000000 Penalty: 5416.097168
	Iteration 14Q: 3 clusters Score -4175750 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 47681 members 
Entering Unmasked Estep 
Score: -4176241.750000 Penalty: 5416.097168
	Iteration 15Q: 3 clusters Score -4176242 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -4176598.750000 Penalty: 5416.097168
	Iteration 16Q: 3 clusters Score -4176599 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -4176873.250000 Penalty: 5416.097168
	Iteration 17Q: 3 clusters Score -4176873 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -4177145.250000 Penalty: 5416.097168
	Iteration 18Q: 3 clusters Score -4177145 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -4177392.250000 Penalty: 5416.097168
	Iteration 19Q: 3 clusters Score -4177392 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -4177609.750000 Penalty: 5416.097168
	Iteration 20F: 3 clusters Score -4177610 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -4177815.250000 Penalty: 5416.097168
	Iteration 21Q: 3 clusters Score -4177815 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 51396 members 
Entering Unmasked Estep 
Score: -4178036.500000 Penalty: 5416.097168
	Iteration 22Q: 3 clusters Score -4178036 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -4178222.500000 Penalty: 5416.097168
	Iteration 23Q: 3 clusters Score -4178222 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 52141 members 
Entering Unmasked Estep 
Score: -4178412.750000 Penalty: 5416.097168
	Iteration 24Q: 3 clusters Score -4178413 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -4178574.500000 Penalty: 5416.097168
	Iteration 25Q: 3 clusters Score -4178574 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 52721 members 
Entering Unmasked Estep 
Score: -4178728.750000 Penalty: 5416.097168
	Iteration 26Q: 3 clusters Score -4178729 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 52960 members 
Entering Unmasked Estep 
Score: -4178835.750000 Penalty: 5416.097168
	Iteration 27Q: 3 clusters Score -4178836 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -4178949.750000 Penalty: 5416.097168
	Iteration 28Q: 3 clusters Score -4178950 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 53295 members 
Entering Unmasked Estep 
Score: -4179028.000000 Penalty: 5416.097168
	Iteration 29Q: 3 clusters Score -4179028 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 53426 members 
Entering Unmasked Estep 
Score: -4179099.750000 Penalty: 5416.097168
	Iteration 30Q: 3 clusters Score -4179100 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -4179154.500000 Penalty: 5416.097168
	Iteration 31Q: 3 clusters Score -4179154 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 53591 members 
Entering Unmasked Estep 
Score: -4179193.750000 Penalty: 5416.097168
	Iteration 32Q: 3 clusters Score -4179194 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 53653 members 
Entering Unmasked Estep 
Score: -4179231.000000 Penalty: 5416.097168
	Iteration 33Q: 3 clusters Score -4179231 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
Score: -4179251.000000 Penalty: 5416.097168
	Iteration 34Q: 3 clusters Score -4179251 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 53760 members 
Entering Unmasked Estep 
Score: -4179273.500000 Penalty: 5416.097168
	Iteration 35Q: 3 clusters Score -4179274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 53788 members 
Entering Unmasked Estep 
Score: -4179295.500000 Penalty: 5416.097168
	Iteration 36Q: 3 clusters Score -4179296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 53810 members 
Entering Unmasked Estep 
Score: -4179304.500000 Penalty: 5416.097168
	Iteration 37Q: 3 clusters Score -4179304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -4179322.750000 Penalty: 5416.097168
	Iteration 38Q: 3 clusters Score -4179323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -4179329.250000 Penalty: 5416.097168
	Iteration 39Q: 3 clusters Score -4179329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -4179339.000000 Penalty: 5416.097168
	Iteration 40F: 3 clusters Score -4179339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
Score: -4179336.750000 Penalty: 5416.097168
	Iteration 41Q: 3 clusters Score -4179337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 53885 members 
Entering Unmasked Estep 
Score: -4179340.500000 Penalty: 5416.097168
	Iteration 42Q: 3 clusters Score -4179340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 53890 members 
Entering Unmasked Estep 
Score: -4179343.500000 Penalty: 5416.097168
	Iteration 43Q: 3 clusters Score -4179344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 53893 members 
Entering Unmasked Estep 
Score: -4179344.750000 Penalty: 5416.097168
	Iteration 44Q: 3 clusters Score -4179345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 53901 members 
Entering Unmasked Estep 
Score: -4179352.750000 Penalty: 5416.097168
	Iteration 45Q: 3 clusters Score -4179353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 53909 members 
Entering Unmasked Estep 
Score: -4179359.250000 Penalty: 5416.097168
	Iteration 46Q: 3 clusters Score -4179359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -4179360.250000 Penalty: 5416.097168
	Iteration 47Q: 3 clusters Score -4179360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -4179367.750000 Penalty: 5416.097168
	Iteration 48Q: 3 clusters Score -4179368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -4179365.000000 Penalty: 5416.097168
	Iteration 49Q: 3 clusters Score -4179365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 53934 members 
Entering Unmasked Estep 
Score: -4179364.500000 Penalty: 5416.097168
	Iteration 50Q: 3 clusters Score -4179364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 53936 members 
Entering Unmasked Estep 
Score: -4179370.000000 Penalty: 5416.097168
	Iteration 51Q: 3 clusters Score -4179370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 53937 members 
Entering Unmasked Estep 
Score: -4179371.750000 Penalty: 5416.097168
	Iteration 52Q: 3 clusters Score -4179372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 53938 members 
Entering Unmasked Estep 
Score: -4179372.000000 Penalty: 5416.097168
	Iteration 53Q: 3 clusters Score -4179372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 53937 members 
Entering Unmasked Estep 
Score: -4179370.500000 Penalty: 5416.097168
	Iteration 54Q: 3 clusters Score -4179370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 53936 members 
Entering Unmasked Estep 
Score: -4179371.000000 Penalty: 5416.097168
	Iteration 55Q: 3 clusters Score -4179371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 53936 members 
Entering Unmasked Estep 
Score: -4179371.000000 Penalty: 5416.097168
	Iteration 56F: 3 clusters Score -4179371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Entering Unmasked Estep 
Score: -1086565.250000 Penalty: 2386.038818
	Iteration 0F: 2 clusters Score -1086565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1075700.500000 Penalty: 4772.077637
	Iteration 0F: 3 clusters Score -1075700 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1079784.875000 Penalty: 4772.077637
	Iteration 1F: 3 clusters Score -1079785 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1080766.125000 Penalty: 4772.077637
	Iteration 2F: 3 clusters Score -1080766 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1081860.625000 Penalty: 4772.077637
	Iteration 3F: 3 clusters Score -1081861 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1082906.000000 Penalty: 4772.077637
	Iteration 4F: 3 clusters Score -1082906 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1083750.000000 Penalty: 4772.077637
	Iteration 5F: 3 clusters Score -1083750 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1084405.000000 Penalty: 4772.077637
	Iteration 6F: 3 clusters Score -1084405 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1084878.500000 Penalty: 4772.077637
	Iteration 7Q: 3 clusters Score -1084878 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1085231.500000 Penalty: 4772.077637
	Iteration 8Q: 3 clusters Score -1085232 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1085500.875000 Penalty: 4772.077637
	Iteration 9Q: 3 clusters Score -1085501 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1085700.875000 Penalty: 4772.077637
	Iteration 10Q: 3 clusters Score -1085701 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1085868.375000 Penalty: 4772.077637
	Iteration 11Q: 3 clusters Score -1085868 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1086034.125000 Penalty: 4772.077637
	Iteration 12Q: 3 clusters Score -1086034 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1086212.375000 Penalty: 4772.077637
	Iteration 13Q: 3 clusters Score -1086212 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1086390.125000 Penalty: 4772.077637
	Iteration 14Q: 3 clusters Score -1086390 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1086542.500000 Penalty: 4772.077637
	Iteration 15Q: 3 clusters Score -1086542 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1086700.250000 Penalty: 4772.077637
	Iteration 16Q: 3 clusters Score -1086700 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1086859.625000 Penalty: 4772.077637
	Iteration 17Q: 3 clusters Score -1086860 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1087018.000000 Penalty: 4772.077637
	Iteration 18Q: 3 clusters Score -1087018 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1087220.375000 Penalty: 4772.077637
	Iteration 19Q: 3 clusters Score -1087220 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1087456.250000 Penalty: 4772.077637
	Iteration 20F: 3 clusters Score -1087456 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1087695.500000 Penalty: 4772.077637
	Iteration 21Q: 3 clusters Score -1087696 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1087909.750000 Penalty: 4772.077637
	Iteration 22Q: 3 clusters Score -1087910 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1088088.500000 Penalty: 4772.077637
	Iteration 23Q: 3 clusters Score -1088088 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1088263.000000 Penalty: 4772.077637
	Iteration 24Q: 3 clusters Score -1088263 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1088420.625000 Penalty: 4772.077637
	Iteration 25Q: 3 clusters Score -1088421 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1088562.875000 Penalty: 4772.077637
	Iteration 26Q: 3 clusters Score -1088563 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1088708.500000 Penalty: 4772.077637
	Iteration 27Q: 3 clusters Score -1088708 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1088865.125000 Penalty: 4772.077637
	Iteration 28Q: 3 clusters Score -1088865 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1089027.750000 Penalty: 4772.077637
	Iteration 29Q: 3 clusters Score -1089028 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1089153.250000 Penalty: 4772.077637
	Iteration 30Q: 3 clusters Score -1089153 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1089258.125000 Penalty: 4772.077637
	Iteration 31Q: 3 clusters Score -1089258 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1089311.875000 Penalty: 4772.077637
	Iteration 32Q: 3 clusters Score -1089312 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1089344.000000 Penalty: 4772.077637
	Iteration 33Q: 3 clusters Score -1089344 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1089368.125000 Penalty: 4772.077637
	Iteration 34Q: 3 clusters Score -1089368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1089381.375000 Penalty: 4772.077637
	Iteration 35Q: 3 clusters Score -1089381 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1089388.875000 Penalty: 4772.077637
	Iteration 36Q: 3 clusters Score -1089389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1089393.250000 Penalty: 4772.077637
	Iteration 37Q: 3 clusters Score -1089393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1089396.875000 Penalty: 4772.077637
	Iteration 38Q: 3 clusters Score -1089397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1089397.250000 Penalty: 4772.077637
	Iteration 39Q: 3 clusters Score -1089397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1089396.750000 Penalty: 4772.077637
	Iteration 40F: 3 clusters Score -1089397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1089398.250000 Penalty: 4772.077637
	Iteration 41Q: 3 clusters Score -1089398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1089395.750000 Penalty: 4772.077637
	Iteration 42Q: 3 clusters Score -1089396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1089396.500000 Penalty: 4772.077637
	Iteration 43Q: 3 clusters Score -1089396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1089396.500000 Penalty: 4772.077637
	Iteration 44F: 3 clusters Score -1089396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7772 members 
Mstep: Class 3 contains 81058 members 
Mstep: Class 4 contains 136786 members 
Mstep: Class 5 contains 28044 members 
Mstep: Class 6 contains 56393 members 
Mstep: Class 7 contains 37291 members 
Mstep: Class 8 contains 8008 members 
Mstep: Class 9 contains 168936 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 77508 members 
Mstep: Class 12 contains 25797 members 
Mstep: Class 13 contains 20996 members 
Mstep: Class 14 contains 4214 members 
Mstep: Class 15 contains 55246 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 29486 members 
Mstep: Class 18 contains 143100 members 
Mstep: Class 19 contains 427940 members 
Mstep: Class 20 contains 5841 members 
Mstep: Class 21 contains 5136 members 
Mstep: Class 22 contains 5140 members 
Mstep: Class 23 contains 18645 members 
Mstep: Class 24 contains 15576 members 
Mstep: Class 25 contains 13848 members 
Mstep: Class 26 contains 5419 members 
Mstep: Class 27 contains 12505 members 
Entering Unmasked Estep 
Score: -102164568.000000 Penalty: 94837.859375
Splitting cluster 16 changes total score from -102058680.000000 to -102164568.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (29486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Entering Unmasked Estep 
Score: -2109581.000000 Penalty: 2552.334473
	Iteration 0F: 2 clusters Score -2109581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2089268.750000 Penalty: 5104.668945
	Iteration 0F: 3 clusters Score -2089269 nChanged 13411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2097554.750000 Penalty: 5104.668945
	Iteration 1F: 3 clusters Score -2097555 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2099430.750000 Penalty: 5104.668945
	Iteration 2F: 3 clusters Score -2099431 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2102241.000000 Penalty: 5104.668945
	Iteration 3F: 3 clusters Score -2102241 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2105826.500000 Penalty: 5104.668945
	Iteration 4F: 3 clusters Score -2105826 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2108930.000000 Penalty: 5104.668945
	Iteration 5F: 3 clusters Score -2108930 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2111342.250000 Penalty: 5104.668945
	Iteration 6F: 3 clusters Score -2111342 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2112948.750000 Penalty: 5104.668945
	Iteration 7F: 3 clusters Score -2112949 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2113683.000000 Penalty: 5104.668945
	Iteration 8Q: 3 clusters Score -2113683 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2114093.750000 Penalty: 5104.668945
	Iteration 9Q: 3 clusters Score -2114094 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2114450.500000 Penalty: 5104.668945
	Iteration 10Q: 3 clusters Score -2114450 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2114775.750000 Penalty: 5104.668945
	Iteration 11Q: 3 clusters Score -2114776 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2114945.750000 Penalty: 5104.668945
	Iteration 12Q: 3 clusters Score -2114946 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2115037.000000 Penalty: 5104.668945
	Iteration 13Q: 3 clusters Score -2115037 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2115072.000000 Penalty: 5104.668945
	Iteration 14Q: 3 clusters Score -2115072 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2115108.000000 Penalty: 5104.668945
	Iteration 15Q: 3 clusters Score -2115108 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2115138.500000 Penalty: 5104.668945
	Iteration 16Q: 3 clusters Score -2115138 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2115151.750000 Penalty: 5104.668945
	Iteration 17Q: 3 clusters Score -2115152 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -2115168.250000 Penalty: 5104.668945
	Iteration 18Q: 3 clusters Score -2115168 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2115178.250000 Penalty: 5104.668945
	Iteration 19Q: 3 clusters Score -2115178 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2115182.250000 Penalty: 5104.668945
	Iteration 20F: 3 clusters Score -2115182 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2115181.250000 Penalty: 5104.668945
	Iteration 21Q: 3 clusters Score -2115181 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2115189.750000 Penalty: 5104.668945
	Iteration 22Q: 3 clusters Score -2115190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2115194.750000 Penalty: 5104.668945
	Iteration 23Q: 3 clusters Score -2115195 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2115198.250000 Penalty: 5104.668945
	Iteration 24Q: 3 clusters Score -2115198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2115201.250000 Penalty: 5104.668945
	Iteration 25Q: 3 clusters Score -2115201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2115204.000000 Penalty: 5104.668945
	Iteration 26Q: 3 clusters Score -2115204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2115206.000000 Penalty: 5104.668945
	Iteration 27Q: 3 clusters Score -2115206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2115214.250000 Penalty: 5104.668945
	Iteration 28Q: 3 clusters Score -2115214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2115218.500000 Penalty: 5104.668945
	Iteration 29Q: 3 clusters Score -2115218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2115216.750000 Penalty: 5104.668945
	Iteration 30Q: 3 clusters Score -2115217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2115218.500000 Penalty: 5104.668945
	Iteration 31Q: 3 clusters Score -2115218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2115217.750000 Penalty: 5104.668945
	Iteration 32Q: 3 clusters Score -2115218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2115217.750000 Penalty: 5104.668945
	Iteration 33F: 3 clusters Score -2115218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7772 members 
Mstep: Class 3 contains 81058 members 
Mstep: Class 4 contains 136786 members 
Mstep: Class 5 contains 28044 members 
Mstep: Class 6 contains 56393 members 
Mstep: Class 7 contains 37291 members 
Mstep: Class 8 contains 8008 members 
Mstep: Class 9 contains 168936 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 77508 members 
Mstep: Class 12 contains 25797 members 
Mstep: Class 13 contains 20996 members 
Mstep: Class 14 contains 4214 members 
Mstep: Class 15 contains 55246 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 13679 members 
Mstep: Class 18 contains 143100 members 
Mstep: Class 19 contains 427940 members 
Mstep: Class 20 contains 5841 members 
Mstep: Class 21 contains 5136 members 
Mstep: Class 22 contains 5140 members 
Mstep: Class 23 contains 18645 members 
Mstep: Class 24 contains 15576 members 
Mstep: Class 25 contains 13848 members 
Mstep: Class 26 contains 5419 members 
Mstep: Class 27 contains 12505 members 
Mstep: Class 28 contains 15807 members 
Entering Unmasked Estep 
Score: -102169040.000000 Penalty: 98350.367188
Splitting cluster 17 changes total score from -102058680.000000 to -102169040.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (143100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143100 members 
Entering Unmasked Estep 
Score: -10282136.000000 Penalty: 2944.082031
	Iteration 0F: 2 clusters Score -1.028214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71682 members 
Mstep: Class 2 contains 71418 members 
Entering Unmasked Estep 
Score: -10186521.000000 Penalty: 5888.164062
	Iteration 0F: 3 clusters Score -1.018652e+07 nChanged 68187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74517 members 
Mstep: Class 2 contains 68583 members 
Entering Unmasked Estep 
Score: -10226408.000000 Penalty: 5888.164062
	Iteration 1F: 3 clusters Score -1.022641e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76229 members 
Mstep: Class 2 contains 66871 members 
Entering Unmasked Estep 
Score: -10227939.000000 Penalty: 5888.164062
	Iteration 2Q: 3 clusters Score -1.022794e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78807 members 
Mstep: Class 2 contains 64293 members 
Entering Unmasked Estep 
Score: -10229846.000000 Penalty: 5888.164062
	Iteration 3Q: 3 clusters Score -1.022985e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82718 members 
Mstep: Class 2 contains 60382 members 
Entering Unmasked Estep 
Score: -10232499.000000 Penalty: 5888.164062
	Iteration 4Q: 3 clusters Score -1.02325e+07 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88277 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -10236562.000000 Penalty: 5888.164062
	Iteration 5F: 3 clusters Score -1.023656e+07 nChanged 8924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95663 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -10242257.000000 Penalty: 5888.164062
	Iteration 6F: 3 clusters Score -1.024226e+07 nChanged 9972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104519 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -10249688.000000 Penalty: 5888.164062
	Iteration 7F: 3 clusters Score -1.024969e+07 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113617 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -10257889.000000 Penalty: 5888.164062
	Iteration 8F: 3 clusters Score -1.025789e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121708 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -10265292.000000 Penalty: 5888.164062
	Iteration 9F: 3 clusters Score -1.026529e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127583 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -10270528.000000 Penalty: 5888.164062
	Iteration 10Q: 3 clusters Score -1.027053e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131421 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -10273764.000000 Penalty: 5888.164062
	Iteration 11Q: 3 clusters Score -1.027376e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133858 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -10275534.000000 Penalty: 5888.164062
	Iteration 12Q: 3 clusters Score -1.027553e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135598 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -10276583.000000 Penalty: 5888.164062
	Iteration 13Q: 3 clusters Score -1.027658e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136937 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -10277287.000000 Penalty: 5888.164062
	Iteration 14Q: 3 clusters Score -1.027729e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138017 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -10277867.000000 Penalty: 5888.164062
	Iteration 15Q: 3 clusters Score -1.027787e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138902 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -10278205.000000 Penalty: 5888.164062
	Iteration 16Q: 3 clusters Score -1.02782e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139635 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -10278561.000000 Penalty: 5888.164062
	Iteration 17Q: 3 clusters Score -1.027856e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140228 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -10278877.000000 Penalty: 5888.164062
	Iteration 18Q: 3 clusters Score -1.027888e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140702 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -10279141.000000 Penalty: 5888.164062
	Iteration 19Q: 3 clusters Score -1.027914e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141074 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -10279295.000000 Penalty: 5888.164062
	Iteration 20F: 3 clusters Score -1.02793e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141387 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -10279387.000000 Penalty: 5888.164062
	Iteration 21Q: 3 clusters Score -1.027939e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141610 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -10279517.000000 Penalty: 5888.164062
	Iteration 22Q: 3 clusters Score -1.027952e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141759 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -10279584.000000 Penalty: 5888.164062
	Iteration 23Q: 3 clusters Score -1.027958e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141874 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -10279647.000000 Penalty: 5888.164062
	Iteration 24Q: 3 clusters Score -1.027965e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141972 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -10279693.000000 Penalty: 5888.164062
	Iteration 25Q: 3 clusters Score -1.027969e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142029 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -10279753.000000 Penalty: 5888.164062
	Iteration 26Q: 3 clusters Score -1.027975e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142068 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -10279760.000000 Penalty: 5888.164062
	Iteration 27Q: 3 clusters Score -1.027976e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142098 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -10279788.000000 Penalty: 5888.164062
	Iteration 28Q: 3 clusters Score -1.027979e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142125 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -10279811.000000 Penalty: 5888.164062
	Iteration 29Q: 3 clusters Score -1.027981e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142151 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -10279815.000000 Penalty: 5888.164062
	Iteration 30Q: 3 clusters Score -1.027982e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142165 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -10279838.000000 Penalty: 5888.164062
	Iteration 31Q: 3 clusters Score -1.027984e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142187 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -10279854.000000 Penalty: 5888.164062
	Iteration 32Q: 3 clusters Score -1.027985e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142204 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -10279879.000000 Penalty: 5888.164062
	Iteration 33Q: 3 clusters Score -1.027988e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142223 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -10279880.000000 Penalty: 5888.164062
	Iteration 34Q: 3 clusters Score -1.027988e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142241 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -10279888.000000 Penalty: 5888.164062
	Iteration 35Q: 3 clusters Score -1.027989e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142254 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -10279867.000000 Penalty: 5888.164062
	Iteration 36Q: 3 clusters Score -1.027987e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142266 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -10279884.000000 Penalty: 5888.164062
	Iteration 37Q: 3 clusters Score -1.027988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142276 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -10279881.000000 Penalty: 5888.164062
	Iteration 38Q: 3 clusters Score -1.027988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142273 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -10279879.000000 Penalty: 5888.164062
	Iteration 39Q: 3 clusters Score -1.027988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142275 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -10279874.000000 Penalty: 5888.164062
	Iteration 40F: 3 clusters Score -1.027987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142279 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -10279867.000000 Penalty: 5888.164062
	Iteration 41Q: 3 clusters Score -1.027987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142284 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -10279883.000000 Penalty: 5888.164062
	Iteration 42Q: 3 clusters Score -1.027988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142288 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -10279884.000000 Penalty: 5888.164062
	Iteration 43Q: 3 clusters Score -1.027988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142289 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -10279885.000000 Penalty: 5888.164062
	Iteration 44Q: 3 clusters Score -1.027988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142294 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -10279897.000000 Penalty: 5888.164062
	Iteration 45Q: 3 clusters Score -1.02799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142295 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -10279887.000000 Penalty: 5888.164062
	Iteration 46Q: 3 clusters Score -1.027989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142298 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -10279895.000000 Penalty: 5888.164062
	Iteration 47Q: 3 clusters Score -1.02799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142299 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -10279902.000000 Penalty: 5888.164062
	Iteration 48Q: 3 clusters Score -1.02799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142299 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -10279902.000000 Penalty: 5888.164062
	Iteration 49Q: 3 clusters Score -1.02799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142300 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -10279904.000000 Penalty: 5888.164062
	Iteration 50Q: 3 clusters Score -1.02799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142300 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -10279917.000000 Penalty: 5888.164062
	Iteration 51Q: 3 clusters Score -1.027992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142299 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -10279907.000000 Penalty: 5888.164062
	Iteration 52Q: 3 clusters Score -1.027991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142299 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -10279907.000000 Penalty: 5888.164062
	Iteration 53F: 3 clusters Score -1.027991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (427940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427940 members 
Entering Unmasked Estep 
Score: -31951816.000000 Penalty: 3215.751221
	Iteration 0F: 2 clusters Score -3.195182e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214442 members 
Mstep: Class 2 contains 213498 members 
Entering Unmasked Estep 
Score: -31663920.000000 Penalty: 6431.502441
	Iteration 0F: 3 clusters Score -3.166392e+07 nChanged 208208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225282 members 
Mstep: Class 2 contains 202658 members 
Entering Unmasked Estep 
Score: -31789534.000000 Penalty: 6431.502441
	Iteration 1F: 3 clusters Score -3.178953e+07 nChanged 13347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231789 members 
Mstep: Class 2 contains 196151 members 
Entering Unmasked Estep 
Score: -31794304.000000 Penalty: 6431.502441
	Iteration 2Q: 3 clusters Score -3.17943e+07 nChanged 16625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241222 members 
Mstep: Class 2 contains 186718 members 
Entering Unmasked Estep 
Score: -31802312.000000 Penalty: 6431.502441
	Iteration 3Q: 3 clusters Score -3.180231e+07 nChanged 20503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254015 members 
Mstep: Class 2 contains 173925 members 
Entering Unmasked Estep 
Score: -31814688.000000 Penalty: 6431.502441
	Iteration 4Q: 3 clusters Score -3.181469e+07 nChanged 24607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269744 members 
Mstep: Class 2 contains 158196 members 
Entering Unmasked Estep 
Score: -31830860.000000 Penalty: 6431.502441
	Iteration 5F: 3 clusters Score -3.183086e+07 nChanged 27003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287763 members 
Mstep: Class 2 contains 140177 members 
Entering Unmasked Estep 
Score: -31851066.000000 Penalty: 6431.502441
	Iteration 6F: 3 clusters Score -3.185107e+07 nChanged 27419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306756 members 
Mstep: Class 2 contains 121184 members 
Entering Unmasked Estep 
Score: -31872528.000000 Penalty: 6431.502441
	Iteration 7F: 3 clusters Score -3.187253e+07 nChanged 25301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324809 members 
Mstep: Class 2 contains 103131 members 
Entering Unmasked Estep 
Score: -31892974.000000 Penalty: 6431.502441
	Iteration 8F: 3 clusters Score -3.189297e+07 nChanged 20923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339916 members 
Mstep: Class 2 contains 88024 members 
Entering Unmasked Estep 
Score: -31909038.000000 Penalty: 6431.502441
	Iteration 9Q: 3 clusters Score -3.190904e+07 nChanged 15981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351653 members 
Mstep: Class 2 contains 76287 members 
Entering Unmasked Estep 
Score: -31921388.000000 Penalty: 6431.502441
	Iteration 10Q: 3 clusters Score -3.192139e+07 nChanged 12036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360591 members 
Mstep: Class 2 contains 67349 members 
Entering Unmasked Estep 
Score: -31931554.000000 Penalty: 6431.502441
	Iteration 11Q: 3 clusters Score -3.193155e+07 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366767 members 
Mstep: Class 2 contains 61173 members 
Entering Unmasked Estep 
Score: -31938950.000000 Penalty: 6431.502441
	Iteration 12Q: 3 clusters Score -3.193895e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370683 members 
Mstep: Class 2 contains 57257 members 
Entering Unmasked Estep 
Score: -31943246.000000 Penalty: 6431.502441
	Iteration 13Q: 3 clusters Score -3.194325e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373161 members 
Mstep: Class 2 contains 54779 members 
Entering Unmasked Estep 
Score: -31945600.000000 Penalty: 6431.502441
	Iteration 14Q: 3 clusters Score -3.19456e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374937 members 
Mstep: Class 2 contains 53003 members 
Entering Unmasked Estep 
Score: -31946844.000000 Penalty: 6431.502441
	Iteration 15Q: 3 clusters Score -3.194684e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376272 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -31947420.000000 Penalty: 6431.502441
	Iteration 16Q: 3 clusters Score -3.194742e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377386 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -31947672.000000 Penalty: 6431.502441
	Iteration 17Q: 3 clusters Score -3.194767e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378400 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -31947778.000000 Penalty: 6431.502441
	Iteration 18Q: 3 clusters Score -3.194778e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379302 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -31947894.000000 Penalty: 6431.502441
	Iteration 19Q: 3 clusters Score -3.194789e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380142 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
Score: -31948052.000000 Penalty: 6431.502441
	Iteration 20F: 3 clusters Score -3.194805e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380949 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -31948068.000000 Penalty: 6431.502441
	Iteration 21Q: 3 clusters Score -3.194807e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381777 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -31948192.000000 Penalty: 6431.502441
	Iteration 22Q: 3 clusters Score -3.194819e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382590 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -31948270.000000 Penalty: 6431.502441
	Iteration 23Q: 3 clusters Score -3.194827e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383417 members 
Mstep: Class 2 contains 44523 members 
Entering Unmasked Estep 
Score: -31948434.000000 Penalty: 6431.502441
	Iteration 24Q: 3 clusters Score -3.194843e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384236 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -31948420.000000 Penalty: 6431.502441
	Iteration 25Q: 3 clusters Score -3.194842e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385086 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -31948512.000000 Penalty: 6431.502441
	Iteration 26Q: 3 clusters Score -3.194851e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385945 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -31948518.000000 Penalty: 6431.502441
	Iteration 27Q: 3 clusters Score -3.194852e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386858 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -31948660.000000 Penalty: 6431.502441
	Iteration 28Q: 3 clusters Score -3.194866e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387835 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -31948800.000000 Penalty: 6431.502441
	Iteration 29Q: 3 clusters Score -3.19488e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388806 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -31948860.000000 Penalty: 6431.502441
	Iteration 30Q: 3 clusters Score -3.194886e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389803 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -31948972.000000 Penalty: 6431.502441
	Iteration 31Q: 3 clusters Score -3.194897e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390865 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -31949014.000000 Penalty: 6431.502441
	Iteration 32Q: 3 clusters Score -3.194901e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391911 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -31949250.000000 Penalty: 6431.502441
	Iteration 33Q: 3 clusters Score -3.194925e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392947 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -31949314.000000 Penalty: 6431.502441
	Iteration 34Q: 3 clusters Score -3.194931e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393971 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -31949498.000000 Penalty: 6431.502441
	Iteration 35Q: 3 clusters Score -3.19495e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395021 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -31949414.000000 Penalty: 6431.502441
	Iteration 36Q: 3 clusters Score -3.194941e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396060 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -31949570.000000 Penalty: 6431.502441
	Iteration 37Q: 3 clusters Score -3.194957e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397030 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -31949752.000000 Penalty: 6431.502441
	Iteration 38Q: 3 clusters Score -3.194975e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397927 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -31949828.000000 Penalty: 6431.502441
	Iteration 39Q: 3 clusters Score -3.194983e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398796 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -31949848.000000 Penalty: 6431.502441
	Iteration 40F: 3 clusters Score -3.194985e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399640 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -31949906.000000 Penalty: 6431.502441
	Iteration 41Q: 3 clusters Score -3.194991e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400471 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -31949976.000000 Penalty: 6431.502441
	Iteration 42Q: 3 clusters Score -3.194998e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401319 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -31950050.000000 Penalty: 6431.502441
	Iteration 43Q: 3 clusters Score -3.195005e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402160 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -31950082.000000 Penalty: 6431.502441
	Iteration 44Q: 3 clusters Score -3.195008e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402971 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -31950256.000000 Penalty: 6431.502441
	Iteration 45Q: 3 clusters Score -3.195026e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403736 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -31950316.000000 Penalty: 6431.502441
	Iteration 46Q: 3 clusters Score -3.195032e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404504 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -31950456.000000 Penalty: 6431.502441
	Iteration 47Q: 3 clusters Score -3.195046e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405250 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -31950564.000000 Penalty: 6431.502441
	Iteration 48Q: 3 clusters Score -3.195056e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405949 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -31950652.000000 Penalty: 6431.502441
	Iteration 49Q: 3 clusters Score -3.195065e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406688 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -31950708.000000 Penalty: 6431.502441
	Iteration 50Q: 3 clusters Score -3.195071e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407375 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -31950840.000000 Penalty: 6431.502441
	Iteration 51Q: 3 clusters Score -3.195084e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408022 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -31950878.000000 Penalty: 6431.502441
	Iteration 52Q: 3 clusters Score -3.195088e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408652 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -31950836.000000 Penalty: 6431.502441
	Iteration 53Q: 3 clusters Score -3.195084e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409286 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -31950882.000000 Penalty: 6431.502441
	Iteration 54Q: 3 clusters Score -3.195088e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409894 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -31950904.000000 Penalty: 6431.502441
	Iteration 55Q: 3 clusters Score -3.19509e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410465 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -31950942.000000 Penalty: 6431.502441
	Iteration 56Q: 3 clusters Score -3.195094e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410998 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -31951028.000000 Penalty: 6431.502441
	Iteration 57Q: 3 clusters Score -3.195103e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411474 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -31951026.000000 Penalty: 6431.502441
	Iteration 58Q: 3 clusters Score -3.195103e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411928 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -31951090.000000 Penalty: 6431.502441
	Iteration 59Q: 3 clusters Score -3.195109e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412348 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -31951130.000000 Penalty: 6431.502441
	Iteration 60F: 3 clusters Score -3.195113e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412731 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -31951238.000000 Penalty: 6431.502441
	Iteration 61Q: 3 clusters Score -3.195124e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413079 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -31951210.000000 Penalty: 6431.502441
	Iteration 62Q: 3 clusters Score -3.195121e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413387 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -31951272.000000 Penalty: 6431.502441
	Iteration 63Q: 3 clusters Score -3.195127e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413673 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -31951320.000000 Penalty: 6431.502441
	Iteration 64Q: 3 clusters Score -3.195132e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413942 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -31951270.000000 Penalty: 6431.502441
	Iteration 65Q: 3 clusters Score -3.195127e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414217 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -31951364.000000 Penalty: 6431.502441
	Iteration 66Q: 3 clusters Score -3.195136e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414459 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -31951410.000000 Penalty: 6431.502441
	Iteration 67Q: 3 clusters Score -3.195141e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414675 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -31951460.000000 Penalty: 6431.502441
	Iteration 68Q: 3 clusters Score -3.195146e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414906 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -31951500.000000 Penalty: 6431.502441
	Iteration 69Q: 3 clusters Score -3.19515e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415107 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -31951512.000000 Penalty: 6431.502441
	Iteration 70Q: 3 clusters Score -3.195151e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415279 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -31951480.000000 Penalty: 6431.502441
	Iteration 71Q: 3 clusters Score -3.195148e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415433 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -31951502.000000 Penalty: 6431.502441
	Iteration 72Q: 3 clusters Score -3.19515e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415584 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -31951502.000000 Penalty: 6431.502441
	Iteration 73Q: 3 clusters Score -3.19515e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415711 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -31951526.000000 Penalty: 6431.502441
	Iteration 74Q: 3 clusters Score -3.195153e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415861 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -31951540.000000 Penalty: 6431.502441
	Iteration 75Q: 3 clusters Score -3.195154e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415981 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -31951584.000000 Penalty: 6431.502441
	Iteration 76Q: 3 clusters Score -3.195158e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416096 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -31951574.000000 Penalty: 6431.502441
	Iteration 77Q: 3 clusters Score -3.195157e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416189 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -31951626.000000 Penalty: 6431.502441
	Iteration 78Q: 3 clusters Score -3.195163e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416260 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -31951618.000000 Penalty: 6431.502441
	Iteration 79Q: 3 clusters Score -3.195162e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416317 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -31951616.000000 Penalty: 6431.502441
	Iteration 80F: 3 clusters Score -3.195162e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416368 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -31951606.000000 Penalty: 6431.502441
	Iteration 81Q: 3 clusters Score -3.195161e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416426 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -31951606.000000 Penalty: 6431.502441
	Iteration 82Q: 3 clusters Score -3.195161e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416480 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -31951620.000000 Penalty: 6431.502441
	Iteration 83Q: 3 clusters Score -3.195162e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416522 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -31951654.000000 Penalty: 6431.502441
	Iteration 84Q: 3 clusters Score -3.195165e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416567 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -31951616.000000 Penalty: 6431.502441
	Iteration 85Q: 3 clusters Score -3.195162e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416611 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -31951636.000000 Penalty: 6431.502441
	Iteration 86Q: 3 clusters Score -3.195164e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416655 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -31951626.000000 Penalty: 6431.502441
	Iteration 87Q: 3 clusters Score -3.195163e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416688 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -31951604.000000 Penalty: 6431.502441
	Iteration 88Q: 3 clusters Score -3.19516e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416722 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -31951612.000000 Penalty: 6431.502441
	Iteration 89Q: 3 clusters Score -3.195161e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416755 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -31951632.000000 Penalty: 6431.502441
	Iteration 90Q: 3 clusters Score -3.195163e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416797 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -31951608.000000 Penalty: 6431.502441
	Iteration 91Q: 3 clusters Score -3.195161e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416858 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -31951620.000000 Penalty: 6431.502441
	Iteration 92Q: 3 clusters Score -3.195162e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416907 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -31951604.000000 Penalty: 6431.502441
	Iteration 93Q: 3 clusters Score -3.19516e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416959 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -31951608.000000 Penalty: 6431.502441
	Iteration 94Q: 3 clusters Score -3.195161e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417004 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -31951634.000000 Penalty: 6431.502441
	Iteration 95Q: 3 clusters Score -3.195163e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417058 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -31951592.000000 Penalty: 6431.502441
	Iteration 96Q: 3 clusters Score -3.195159e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417104 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -31951672.000000 Penalty: 6431.502441
	Iteration 97Q: 3 clusters Score -3.195167e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417137 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -31951672.000000 Penalty: 6431.502441
	Iteration 98Q: 3 clusters Score -3.195167e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417170 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -31951688.000000 Penalty: 6431.502441
	Iteration 99Q: 3 clusters Score -3.195169e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417211 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -31951690.000000 Penalty: 6431.502441
	Iteration 100F: 3 clusters Score -3.195169e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417244 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -31951702.000000 Penalty: 6431.502441
	Iteration 101Q: 3 clusters Score -3.19517e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417270 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -31951734.000000 Penalty: 6431.502441
	Iteration 102Q: 3 clusters Score -3.195173e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417298 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -31951758.000000 Penalty: 6431.502441
	Iteration 103Q: 3 clusters Score -3.195176e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417319 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -31951756.000000 Penalty: 6431.502441
	Iteration 104Q: 3 clusters Score -3.195176e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417341 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -31951762.000000 Penalty: 6431.502441
	Iteration 105Q: 3 clusters Score -3.195176e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417361 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -31951752.000000 Penalty: 6431.502441
	Iteration 106Q: 3 clusters Score -3.195175e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417377 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -31951736.000000 Penalty: 6431.502441
	Iteration 107Q: 3 clusters Score -3.195174e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417391 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -31951748.000000 Penalty: 6431.502441
	Iteration 108Q: 3 clusters Score -3.195175e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417400 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -31951752.000000 Penalty: 6431.502441
	Iteration 109Q: 3 clusters Score -3.195175e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417412 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -31951760.000000 Penalty: 6431.502441
	Iteration 110Q: 3 clusters Score -3.195176e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417422 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -31951746.000000 Penalty: 6431.502441
	Iteration 111Q: 3 clusters Score -3.195175e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417439 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -31951746.000000 Penalty: 6431.502441
	Iteration 112Q: 3 clusters Score -3.195175e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417459 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -31951708.000000 Penalty: 6431.502441
	Iteration 113Q: 3 clusters Score -3.195171e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417481 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -31951726.000000 Penalty: 6431.502441
	Iteration 114Q: 3 clusters Score -3.195173e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417504 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -31951724.000000 Penalty: 6431.502441
	Iteration 115Q: 3 clusters Score -3.195172e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417527 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -31951740.000000 Penalty: 6431.502441
	Iteration 116Q: 3 clusters Score -3.195174e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417548 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -31951706.000000 Penalty: 6431.502441
	Iteration 117Q: 3 clusters Score -3.195171e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417563 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -31951718.000000 Penalty: 6431.502441
	Iteration 118Q: 3 clusters Score -3.195172e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417577 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -31951710.000000 Penalty: 6431.502441
	Iteration 119Q: 3 clusters Score -3.195171e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417590 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -31951714.000000 Penalty: 6431.502441
	Iteration 120F: 3 clusters Score -3.195171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417598 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -31951706.000000 Penalty: 6431.502441
	Iteration 121Q: 3 clusters Score -3.195171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417604 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -31951690.000000 Penalty: 6431.502441
	Iteration 122Q: 3 clusters Score -3.195169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417604 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -31951710.000000 Penalty: 6431.502441
	Iteration 123Q: 3 clusters Score -3.195171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417607 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -31951708.000000 Penalty: 6431.502441
	Iteration 124Q: 3 clusters Score -3.195171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417611 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -31951722.000000 Penalty: 6431.502441
	Iteration 125Q: 3 clusters Score -3.195172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417617 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -31951718.000000 Penalty: 6431.502441
	Iteration 126Q: 3 clusters Score -3.195172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417622 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -31951716.000000 Penalty: 6431.502441
	Iteration 127Q: 3 clusters Score -3.195172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417628 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -31951728.000000 Penalty: 6431.502441
	Iteration 128Q: 3 clusters Score -3.195173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417633 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -31951730.000000 Penalty: 6431.502441
	Iteration 129Q: 3 clusters Score -3.195173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417641 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -31951720.000000 Penalty: 6431.502441
	Iteration 130Q: 3 clusters Score -3.195172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417644 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -31951722.000000 Penalty: 6431.502441
	Iteration 131Q: 3 clusters Score -3.195172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417647 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -31951726.000000 Penalty: 6431.502441
	Iteration 132Q: 3 clusters Score -3.195173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417646 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -31951730.000000 Penalty: 6431.502441
	Iteration 133Q: 3 clusters Score -3.195173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417645 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -31951728.000000 Penalty: 6431.502441
	Iteration 134Q: 3 clusters Score -3.195173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417645 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -31951732.000000 Penalty: 6431.502441
	Iteration 135Q: 3 clusters Score -3.195173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417647 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -31951728.000000 Penalty: 6431.502441
	Iteration 136Q: 3 clusters Score -3.195173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417649 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -31951738.000000 Penalty: 6431.502441
	Iteration 137Q: 3 clusters Score -3.195174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417650 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -31951720.000000 Penalty: 6431.502441
	Iteration 138Q: 3 clusters Score -3.195172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417653 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -31951714.000000 Penalty: 6431.502441
	Iteration 139Q: 3 clusters Score -3.195171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417657 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -31951722.000000 Penalty: 6431.502441
	Iteration 140F: 3 clusters Score -3.195172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417663 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -31951692.000000 Penalty: 6431.502441
	Iteration 141Q: 3 clusters Score -3.195169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417666 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -31951702.000000 Penalty: 6431.502441
	Iteration 142Q: 3 clusters Score -3.19517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417672 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -31951706.000000 Penalty: 6431.502441
	Iteration 143Q: 3 clusters Score -3.195171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417675 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -31951696.000000 Penalty: 6431.502441
	Iteration 144Q: 3 clusters Score -3.19517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417681 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -31951722.000000 Penalty: 6431.502441
	Iteration 145Q: 3 clusters Score -3.195172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417685 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -31951724.000000 Penalty: 6431.502441
	Iteration 146Q: 3 clusters Score -3.195172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417691 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -31951710.000000 Penalty: 6431.502441
	Iteration 147Q: 3 clusters Score -3.195171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417696 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -31951704.000000 Penalty: 6431.502441
	Iteration 148Q: 3 clusters Score -3.19517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417702 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -31951714.000000 Penalty: 6431.502441
	Iteration 149Q: 3 clusters Score -3.195171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417713 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -31951720.000000 Penalty: 6431.502441
	Iteration 150Q: 3 clusters Score -3.195172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417723 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -31951688.000000 Penalty: 6431.502441
	Iteration 151Q: 3 clusters Score -3.195169e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417734 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -31951696.000000 Penalty: 6431.502441
	Iteration 152Q: 3 clusters Score -3.19517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417747 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -31951704.000000 Penalty: 6431.502441
	Iteration 153Q: 3 clusters Score -3.19517e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417757 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -31951702.000000 Penalty: 6431.502441
	Iteration 154Q: 3 clusters Score -3.19517e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417761 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -31951708.000000 Penalty: 6431.502441
	Iteration 155Q: 3 clusters Score -3.195171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417763 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -31951684.000000 Penalty: 6431.502441
	Iteration 156Q: 3 clusters Score -3.195168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417766 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -31951710.000000 Penalty: 6431.502441
	Iteration 157Q: 3 clusters Score -3.195171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417770 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -31951698.000000 Penalty: 6431.502441
	Iteration 158Q: 3 clusters Score -3.19517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417774 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -31951686.000000 Penalty: 6431.502441
	Iteration 159Q: 3 clusters Score -3.195169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417775 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -31951696.000000 Penalty: 6431.502441
	Iteration 160F: 3 clusters Score -3.19517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7772 members 
Mstep: Class 3 contains 81058 members 
Mstep: Class 4 contains 136786 members 
Mstep: Class 5 contains 28044 members 
Mstep: Class 6 contains 56393 members 
Mstep: Class 7 contains 37291 members 
Mstep: Class 8 contains 8008 members 
Mstep: Class 9 contains 168936 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 77508 members 
Mstep: Class 12 contains 25797 members 
Mstep: Class 13 contains 20996 members 
Mstep: Class 14 contains 4214 members 
Mstep: Class 15 contains 55246 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 13679 members 
Mstep: Class 18 contains 143100 members 
Mstep: Class 19 contains 427940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102185784.000000 Penalty: 98350.367188
Iteration 39Q: 29 clusters Score -1.021858e+08 nChanged 30784
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 7884 members 
Mstep: Class 3 contains 80684 members 
Mstep: Class 4 contains 135523 members 
Mstep: Class 5 contains 27686 members 
Mstep: Class 6 contains 55165 members 
Mstep: Class 7 contains 37631 members 
Mstep: Class 8 contains 8245 members 
Mstep: Class 9 contains 177010 members 
Mstep: Class 10 contains 18028 members 
Mstep: Class 11 contains 77422 members 
Mstep: Class 12 contains 25870 members 
Mstep: Class 13 contains 22278 members 
Mstep: Class 14 contains 4694 members 
Mstep: Class 15 contains 53951 members 
Mstep: Class 16 contains 2688 members 
Mstep: Class 17 contains 13966 members 
Mstep: Class 18 contains 143567 members 
Mstep: Class 19 contains 424755 members 
Mstep: Class 20 contains 5682 members 
Mstep: Class 21 contains 4797 members 
Mstep: Class 22 contains 5199 members 
Mstep: Class 23 contains 18727 members 
Mstep: Class 24 contains 14354 members 
Mstep: Class 25 contains 13521 members 
Mstep: Class 26 contains 5151 members 
Mstep: Class 27 contains 11516 members 
Mstep: Class 28 contains 15140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102199688.000000 Penalty: 98350.367188
Iteration 40F: 29 clusters Score -1.021997e+08 nChanged 20713
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 7907 members 
Mstep: Class 3 contains 80313 members 
Mstep: Class 4 contains 134579 members 
Mstep: Class 5 contains 27464 members 
Mstep: Class 6 contains 54452 members 
Mstep: Class 7 contains 37133 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 181514 members 
Mstep: Class 10 contains 17975 members 
Mstep: Class 11 contains 77484 members 
Mstep: Class 12 contains 25494 members 
Mstep: Class 13 contains 22599 members 
Mstep: Class 14 contains 4707 members 
Mstep: Class 15 contains 53010 members 
Mstep: Class 16 contains 2761 members 
Mstep: Class 17 contains 13878 members 
Mstep: Class 18 contains 143655 members 
Mstep: Class 19 contains 420997 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 4938 members 
Mstep: Class 22 contains 5258 members 
Mstep: Class 23 contains 19714 members 
Mstep: Class 24 contains 14936 members 
Mstep: Class 25 contains 13905 members 
Mstep: Class 26 contains 5885 members 
Mstep: Class 27 contains 11791 members 
Mstep: Class 28 contains 15561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102204984.000000 Penalty: 98350.367188
Iteration 41Q: 29 clusters Score -1.02205e+08 nChanged 13269
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 7943 members 
Mstep: Class 3 contains 79751 members 
Mstep: Class 4 contains 133869 members 
Mstep: Class 5 contains 27298 members 
Mstep: Class 6 contains 54151 members 
Mstep: Class 7 contains 36854 members 
Mstep: Class 8 contains 7451 members 
Mstep: Class 9 contains 184721 members 
Mstep: Class 10 contains 17941 members 
Mstep: Class 11 contains 77673 members 
Mstep: Class 12 contains 25176 members 
Mstep: Class 13 contains 22758 members 
Mstep: Class 14 contains 4873 members 
Mstep: Class 15 contains 52354 members 
Mstep: Class 16 contains 2860 members 
Mstep: Class 17 contains 13834 members 
Mstep: Class 18 contains 144080 members 
Mstep: Class 19 contains 418079 members 
Mstep: Class 20 contains 5501 members 
Mstep: Class 21 contains 5039 members 
Mstep: Class 22 contains 5271 members 
Mstep: Class 23 contains 20591 members 
Mstep: Class 24 contains 15225 members 
Mstep: Class 25 contains 14036 members 
Mstep: Class 26 contains 6253 members 
Mstep: Class 27 contains 11866 members 
Mstep: Class 28 contains 15801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102207368.000000 Penalty: 98350.367188
Iteration 42Q: 29 clusters Score -1.022074e+08 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 7983 members 
Mstep: Class 3 contains 79051 members 
Mstep: Class 4 contains 133349 members 
Mstep: Class 5 contains 27190 members 
Mstep: Class 6 contains 54063 members 
Mstep: Class 7 contains 36676 members 
Mstep: Class 8 contains 7354 members 
Mstep: Class 9 contains 187261 members 
Mstep: Class 10 contains 17934 members 
Mstep: Class 11 contains 77902 members 
Mstep: Class 12 contains 24933 members 
Mstep: Class 13 contains 22835 members 
Mstep: Class 14 contains 5023 members 
Mstep: Class 15 contains 51763 members 
Mstep: Class 16 contains 2932 members 
Mstep: Class 17 contains 13797 members 
Mstep: Class 18 contains 144701 members 
Mstep: Class 19 contains 415495 members 
Mstep: Class 20 contains 5387 members 
Mstep: Class 21 contains 5125 members 
Mstep: Class 22 contains 5277 members 
Mstep: Class 23 contains 21419 members 
Mstep: Class 24 contains 15449 members 
Mstep: Class 25 contains 14086 members 
Mstep: Class 26 contains 6459 members 
Mstep: Class 27 contains 11888 members 
Mstep: Class 28 contains 15968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102210016.000000 Penalty: 98350.367188
Iteration 43Q: 29 clusters Score -1.0221e+08 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 8025 members 
Mstep: Class 3 contains 78263 members 
Mstep: Class 4 contains 132950 members 
Mstep: Class 5 contains 27096 members 
Mstep: Class 6 contains 54107 members 
Mstep: Class 7 contains 36586 members 
Mstep: Class 8 contains 7339 members 
Mstep: Class 9 contains 189325 members 
Mstep: Class 10 contains 17964 members 
Mstep: Class 11 contains 78141 members 
Mstep: Class 12 contains 24730 members 
Mstep: Class 13 contains 22912 members 
Mstep: Class 14 contains 5130 members 
Mstep: Class 15 contains 51188 members 
Mstep: Class 16 contains 2981 members 
Mstep: Class 17 contains 13760 members 
Mstep: Class 18 contains 145453 members 
Mstep: Class 19 contains 413147 members 
Mstep: Class 20 contains 5292 members 
Mstep: Class 21 contains 5195 members 
Mstep: Class 22 contains 5257 members 
Mstep: Class 23 contains 22200 members 
Mstep: Class 24 contains 15614 members 
Mstep: Class 25 contains 14079 members 
Mstep: Class 26 contains 6633 members 
Mstep: Class 27 contains 11875 members 
Mstep: Class 28 contains 16105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102211360.000000 Penalty: 98350.367188
Iteration 44Q: 29 clusters Score -1.022114e+08 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 8056 members 
Mstep: Class 3 contains 77346 members 
Mstep: Class 4 contains 132603 members 
Mstep: Class 5 contains 27026 members 
Mstep: Class 6 contains 54203 members 
Mstep: Class 7 contains 36512 members 
Mstep: Class 8 contains 7344 members 
Mstep: Class 9 contains 190998 members 
Mstep: Class 10 contains 18002 members 
Mstep: Class 11 contains 78402 members 
Mstep: Class 12 contains 24594 members 
Mstep: Class 13 contains 22950 members 
Mstep: Class 14 contains 5209 members 
Mstep: Class 15 contains 50704 members 
Mstep: Class 16 contains 3009 members 
Mstep: Class 17 contains 13749 members 
Mstep: Class 18 contains 146336 members 
Mstep: Class 19 contains 411084 members 
Mstep: Class 20 contains 5227 members 
Mstep: Class 21 contains 5244 members 
Mstep: Class 22 contains 5231 members 
Mstep: Class 23 contains 22889 members 
Mstep: Class 24 contains 15738 members 
Mstep: Class 25 contains 14073 members 
Mstep: Class 26 contains 6770 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 16213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102211984.000000 Penalty: 98350.367188
Iteration 45Q: 29 clusters Score -1.02212e+08 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 8082 members 
Mstep: Class 3 contains 76367 members 
Mstep: Class 4 contains 132320 members 
Mstep: Class 5 contains 26935 members 
Mstep: Class 6 contains 54343 members 
Mstep: Class 7 contains 36458 members 
Mstep: Class 8 contains 7344 members 
Mstep: Class 9 contains 192455 members 
Mstep: Class 10 contains 18043 members 
Mstep: Class 11 contains 78659 members 
Mstep: Class 12 contains 24465 members 
Mstep: Class 13 contains 22963 members 
Mstep: Class 14 contains 5261 members 
Mstep: Class 15 contains 50290 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 13741 members 
Mstep: Class 18 contains 147275 members 
Mstep: Class 19 contains 409312 members 
Mstep: Class 20 contains 5189 members 
Mstep: Class 21 contains 5288 members 
Mstep: Class 22 contains 5201 members 
Mstep: Class 23 contains 23442 members 
Mstep: Class 24 contains 15843 members 
Mstep: Class 25 contains 14061 members 
Mstep: Class 26 contains 6880 members 
Mstep: Class 27 contains 11865 members 
Mstep: Class 28 contains 16326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102212904.000000 Penalty: 98350.367188
Iteration 46Q: 29 clusters Score -1.022129e+08 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 8113 members 
Mstep: Class 3 contains 75207 members 
Mstep: Class 4 contains 132067 members 
Mstep: Class 5 contains 26822 members 
Mstep: Class 6 contains 54468 members 
Mstep: Class 7 contains 36437 members 
Mstep: Class 8 contains 7356 members 
Mstep: Class 9 contains 193743 members 
Mstep: Class 10 contains 18085 members 
Mstep: Class 11 contains 78886 members 
Mstep: Class 12 contains 24366 members 
Mstep: Class 13 contains 22970 members 
Mstep: Class 14 contains 5294 members 
Mstep: Class 15 contains 49968 members 
Mstep: Class 16 contains 3040 members 
Mstep: Class 17 contains 13719 members 
Mstep: Class 18 contains 148395 members 
Mstep: Class 19 contains 407721 members 
Mstep: Class 20 contains 5162 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 5163 members 
Mstep: Class 23 contains 23934 members 
Mstep: Class 24 contains 15913 members 
Mstep: Class 25 contains 14031 members 
Mstep: Class 26 contains 6979 members 
Mstep: Class 27 contains 11859 members 
Mstep: Class 28 contains 16442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102213136.000000 Penalty: 98350.367188
Iteration 47Q: 29 clusters Score -1.022131e+08 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 8145 members 
Mstep: Class 3 contains 73930 members 
Mstep: Class 4 contains 131882 members 
Mstep: Class 5 contains 26725 members 
Mstep: Class 6 contains 54598 members 
Mstep: Class 7 contains 36434 members 
Mstep: Class 8 contains 7349 members 
Mstep: Class 9 contains 194902 members 
Mstep: Class 10 contains 18106 members 
Mstep: Class 11 contains 79072 members 
Mstep: Class 12 contains 24299 members 
Mstep: Class 13 contains 22958 members 
Mstep: Class 14 contains 5303 members 
Mstep: Class 15 contains 49679 members 
Mstep: Class 16 contains 3052 members 
Mstep: Class 17 contains 13707 members 
Mstep: Class 18 contains 149638 members 
Mstep: Class 19 contains 406278 members 
Mstep: Class 20 contains 5143 members 
Mstep: Class 21 contains 5355 members 
Mstep: Class 22 contains 5128 members 
Mstep: Class 23 contains 24376 members 
Mstep: Class 24 contains 15962 members 
Mstep: Class 25 contains 13991 members 
Mstep: Class 26 contains 7051 members 
Mstep: Class 27 contains 11863 members 
Mstep: Class 28 contains 16557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102213648.000000 Penalty: 98350.367188
Iteration 48Q: 29 clusters Score -1.022136e+08 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 8173 members 
Mstep: Class 3 contains 72544 members 
Mstep: Class 4 contains 131737 members 
Mstep: Class 5 contains 26636 members 
Mstep: Class 6 contains 54710 members 
Mstep: Class 7 contains 36422 members 
Mstep: Class 8 contains 7362 members 
Mstep: Class 9 contains 195961 members 
Mstep: Class 10 contains 18122 members 
Mstep: Class 11 contains 79242 members 
Mstep: Class 12 contains 24245 members 
Mstep: Class 13 contains 22950 members 
Mstep: Class 14 contains 5340 members 
Mstep: Class 15 contains 49421 members 
Mstep: Class 16 contains 3060 members 
Mstep: Class 17 contains 13707 members 
Mstep: Class 18 contains 150992 members 
Mstep: Class 19 contains 404982 members 
Mstep: Class 20 contains 5130 members 
Mstep: Class 21 contains 5388 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 24724 members 
Mstep: Class 24 contains 15989 members 
Mstep: Class 25 contains 13925 members 
Mstep: Class 26 contains 7113 members 
Mstep: Class 27 contains 11871 members 
Mstep: Class 28 contains 16668 members 
Entering Unmasked Estep 
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Score: -102214112.000000 Penalty: 98350.367188
Iteration 49Q: 29 clusters Score -1.022141e+08 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 8191 members 
Mstep: Class 3 contains 71025 members 
Mstep: Class 4 contains 131618 members 
Mstep: Class 5 contains 26574 members 
Mstep: Class 6 contains 54800 members 
Mstep: Class 7 contains 36417 members 
Mstep: Class 8 contains 7377 members 
Mstep: Class 9 contains 196905 members 
Mstep: Class 10 contains 18117 members 
Mstep: Class 11 contains 79399 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 22934 members 
Mstep: Class 14 contains 5373 members 
Mstep: Class 15 contains 49175 members 
Mstep: Class 16 contains 3068 members 
Mstep: Class 17 contains 13711 members 
Mstep: Class 18 contains 152470 members 
Mstep: Class 19 contains 403862 members 
Mstep: Class 20 contains 5115 members 
Mstep: Class 21 contains 5411 members 
Mstep: Class 22 contains 5051 members 
Mstep: Class 23 contains 25007 members 
Mstep: Class 24 contains 16015 members 
Mstep: Class 25 contains 13855 members 
Mstep: Class 26 contains 7207 members 
Mstep: Class 27 contains 11862 members 
Mstep: Class 28 contains 16783 members 
Entering Unmasked Estep 
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Score: -102214608.000000 Penalty: 98350.367188
Iteration 50Q: 29 clusters Score -1.022146e+08 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 8197 members 
Mstep: Class 3 contains 69296 members 
Mstep: Class 4 contains 131525 members 
Mstep: Class 5 contains 26501 members 
Mstep: Class 6 contains 54896 members 
Mstep: Class 7 contains 36420 members 
Mstep: Class 8 contains 7381 members 
Mstep: Class 9 contains 197698 members 
Mstep: Class 10 contains 18139 members 
Mstep: Class 11 contains 79534 members 
Mstep: Class 12 contains 24162 members 
Mstep: Class 13 contains 22925 members 
Mstep: Class 14 contains 5377 members 
Mstep: Class 15 contains 48988 members 
Mstep: Class 16 contains 3078 members 
Mstep: Class 17 contains 13717 members 
Mstep: Class 18 contains 154123 members 
Mstep: Class 19 contains 402883 members 
Mstep: Class 20 contains 5102 members 
Mstep: Class 21 contains 5433 members 
Mstep: Class 22 contains 5027 members 
Mstep: Class 23 contains 25247 members 
Mstep: Class 24 contains 16040 members 
Mstep: Class 25 contains 13785 members 
Mstep: Class 26 contains 7330 members 
Mstep: Class 27 contains 11844 members 
Mstep: Class 28 contains 16880 members 
Entering Unmasked Estep 
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Iteration 51Q: 29 clusters Score -1.022149e+08 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 8209 members 
Mstep: Class 3 contains 67410 members 
Mstep: Class 4 contains 131456 members 
Mstep: Class 5 contains 26454 members 
Mstep: Class 6 contains 54962 members 
Mstep: Class 7 contains 36417 members 
Mstep: Class 8 contains 7375 members 
Mstep: Class 9 contains 198370 members 
Mstep: Class 10 contains 18140 members 
Mstep: Class 11 contains 79646 members 
Mstep: Class 12 contains 24145 members 
Mstep: Class 13 contains 22908 members 
Mstep: Class 14 contains 5386 members 
Mstep: Class 15 contains 48825 members 
Mstep: Class 16 contains 3087 members 
Mstep: Class 17 contains 13718 members 
Mstep: Class 18 contains 155944 members 
Mstep: Class 19 contains 402046 members 
Mstep: Class 20 contains 5097 members 
Mstep: Class 21 contains 5455 members 
Mstep: Class 22 contains 5007 members 
Mstep: Class 23 contains 25446 members 
Mstep: Class 24 contains 16063 members 
Mstep: Class 25 contains 13708 members 
Mstep: Class 26 contains 7428 members 
Mstep: Class 27 contains 11857 members 
Mstep: Class 28 contains 16982 members 
Entering Unmasked Estep 
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Iteration 52Q: 29 clusters Score -1.022149e+08 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 8217 members 
Mstep: Class 3 contains 65323 members 
Mstep: Class 4 contains 131397 members 
Mstep: Class 5 contains 26436 members 
Mstep: Class 6 contains 55015 members 
Mstep: Class 7 contains 36413 members 
Mstep: Class 8 contains 7361 members 
Mstep: Class 9 contains 198956 members 
Mstep: Class 10 contains 18122 members 
Mstep: Class 11 contains 79746 members 
Mstep: Class 12 contains 24120 members 
Mstep: Class 13 contains 22882 members 
Mstep: Class 14 contains 5403 members 
Mstep: Class 15 contains 48675 members 
Mstep: Class 16 contains 3092 members 
Mstep: Class 17 contains 13728 members 
Mstep: Class 18 contains 157978 members 
Mstep: Class 19 contains 401304 members 
Mstep: Class 20 contains 5086 members 
Mstep: Class 21 contains 5474 members 
Mstep: Class 22 contains 4994 members 
Mstep: Class 23 contains 25617 members 
Mstep: Class 24 contains 16085 members 
Mstep: Class 25 contains 13625 members 
Mstep: Class 26 contains 7519 members 
Mstep: Class 27 contains 11886 members 
Mstep: Class 28 contains 17094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215168.000000 Penalty: 98350.367188
Iteration 53Q: 29 clusters Score -1.022152e+08 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 8220 members 
Mstep: Class 3 contains 63134 members 
Mstep: Class 4 contains 131362 members 
Mstep: Class 5 contains 26435 members 
Mstep: Class 6 contains 55072 members 
Mstep: Class 7 contains 36399 members 
Mstep: Class 8 contains 7338 members 
Mstep: Class 9 contains 199471 members 
Mstep: Class 10 contains 18120 members 
Mstep: Class 11 contains 79833 members 
Mstep: Class 12 contains 24104 members 
Mstep: Class 13 contains 22853 members 
Mstep: Class 14 contains 5392 members 
Mstep: Class 15 contains 48511 members 
Mstep: Class 16 contains 3094 members 
Mstep: Class 17 contains 13738 members 
Mstep: Class 18 contains 160102 members 
Mstep: Class 19 contains 400665 members 
Mstep: Class 20 contains 5083 members 
Mstep: Class 21 contains 5488 members 
Mstep: Class 22 contains 4978 members 
Mstep: Class 23 contains 25759 members 
Mstep: Class 24 contains 16090 members 
Mstep: Class 25 contains 13540 members 
Mstep: Class 26 contains 7628 members 
Mstep: Class 27 contains 11909 members 
Mstep: Class 28 contains 17239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215392.000000 Penalty: 98350.367188
Iteration 54Q: 29 clusters Score -1.022154e+08 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 8221 members 
Mstep: Class 3 contains 60800 members 
Mstep: Class 4 contains 131327 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 55127 members 
Mstep: Class 7 contains 36388 members 
Mstep: Class 8 contains 7320 members 
Mstep: Class 9 contains 199948 members 
Mstep: Class 10 contains 18108 members 
Mstep: Class 11 contains 79909 members 
Mstep: Class 12 contains 24091 members 
Mstep: Class 13 contains 22828 members 
Mstep: Class 14 contains 5384 members 
Mstep: Class 15 contains 48344 members 
Mstep: Class 16 contains 3097 members 
Mstep: Class 17 contains 13752 members 
Mstep: Class 18 contains 162354 members 
Mstep: Class 19 contains 400120 members 
Mstep: Class 20 contains 5079 members 
Mstep: Class 21 contains 5506 members 
Mstep: Class 22 contains 4966 members 
Mstep: Class 23 contains 25889 members 
Mstep: Class 24 contains 16094 members 
Mstep: Class 25 contains 13441 members 
Mstep: Class 26 contains 7741 members 
Mstep: Class 27 contains 11930 members 
Mstep: Class 28 contains 17375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214736.000000 Penalty: 98350.367188
Iteration 55Q: 29 clusters Score -1.022147e+08 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 8224 members 
Mstep: Class 3 contains 58237 members 
Mstep: Class 4 contains 131301 members 
Mstep: Class 5 contains 26442 members 
Mstep: Class 6 contains 55166 members 
Mstep: Class 7 contains 36382 members 
Mstep: Class 8 contains 7296 members 
Mstep: Class 9 contains 200329 members 
Mstep: Class 10 contains 18111 members 
Mstep: Class 11 contains 79974 members 
Mstep: Class 12 contains 24100 members 
Mstep: Class 13 contains 22799 members 
Mstep: Class 14 contains 5367 members 
Mstep: Class 15 contains 48192 members 
Mstep: Class 16 contains 3100 members 
Mstep: Class 17 contains 13760 members 
Mstep: Class 18 contains 164823 members 
Mstep: Class 19 contains 399659 members 
Mstep: Class 20 contains 5079 members 
Mstep: Class 21 contains 5518 members 
Mstep: Class 22 contains 4958 members 
Mstep: Class 23 contains 25987 members 
Mstep: Class 24 contains 16090 members 
Mstep: Class 25 contains 13343 members 
Mstep: Class 26 contains 7866 members 
Mstep: Class 27 contains 11949 members 
Mstep: Class 28 contains 17515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215072.000000 Penalty: 98350.367188
Iteration 56Q: 29 clusters Score -1.022151e+08 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 8228 members 
Mstep: Class 3 contains 55470 members 
Mstep: Class 4 contains 131272 members 
Mstep: Class 5 contains 26454 members 
Mstep: Class 6 contains 55203 members 
Mstep: Class 7 contains 36368 members 
Mstep: Class 8 contains 7277 members 
Mstep: Class 9 contains 200633 members 
Mstep: Class 10 contains 18108 members 
Mstep: Class 11 contains 80031 members 
Mstep: Class 12 contains 24112 members 
Mstep: Class 13 contains 22773 members 
Mstep: Class 14 contains 5350 members 
Mstep: Class 15 contains 48054 members 
Mstep: Class 16 contains 3104 members 
Mstep: Class 17 contains 13761 members 
Mstep: Class 18 contains 167497 members 
Mstep: Class 19 contains 399286 members 
Mstep: Class 20 contains 5079 members 
Mstep: Class 21 contains 5536 members 
Mstep: Class 22 contains 4958 members 
Mstep: Class 23 contains 26084 members 
Mstep: Class 24 contains 16095 members 
Mstep: Class 25 contains 13269 members 
Mstep: Class 26 contains 7993 members 
Mstep: Class 27 contains 11970 members 
Mstep: Class 28 contains 17604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214864.000000 Penalty: 98350.367188
Iteration 57Q: 29 clusters Score -1.022149e+08 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 8237 members 
Mstep: Class 3 contains 52545 members 
Mstep: Class 4 contains 131227 members 
Mstep: Class 5 contains 26463 members 
Mstep: Class 6 contains 55250 members 
Mstep: Class 7 contains 36366 members 
Mstep: Class 8 contains 7262 members 
Mstep: Class 9 contains 200873 members 
Mstep: Class 10 contains 18097 members 
Mstep: Class 11 contains 80085 members 
Mstep: Class 12 contains 24115 members 
Mstep: Class 13 contains 22758 members 
Mstep: Class 14 contains 5317 members 
Mstep: Class 15 contains 47960 members 
Mstep: Class 16 contains 3109 members 
Mstep: Class 17 contains 13763 members 
Mstep: Class 18 contains 170297 members 
Mstep: Class 19 contains 398982 members 
Mstep: Class 20 contains 5085 members 
Mstep: Class 21 contains 5546 members 
Mstep: Class 22 contains 4953 members 
Mstep: Class 23 contains 26163 members 
Mstep: Class 24 contains 16099 members 
Mstep: Class 25 contains 13181 members 
Mstep: Class 26 contains 8145 members 
Mstep: Class 27 contains 11980 members 
Mstep: Class 28 contains 17712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215232.000000 Penalty: 98350.367188
Iteration 58Q: 29 clusters Score -1.022152e+08 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 8241 members 
Mstep: Class 3 contains 49462 members 
Mstep: Class 4 contains 131194 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 55279 members 
Mstep: Class 7 contains 36372 members 
Mstep: Class 8 contains 7247 members 
Mstep: Class 9 contains 201101 members 
Mstep: Class 10 contains 18082 members 
Mstep: Class 11 contains 80133 members 
Mstep: Class 12 contains 24110 members 
Mstep: Class 13 contains 22730 members 
Mstep: Class 14 contains 5283 members 
Mstep: Class 15 contains 47881 members 
Mstep: Class 16 contains 3115 members 
Mstep: Class 17 contains 13767 members 
Mstep: Class 18 contains 173236 members 
Mstep: Class 19 contains 398739 members 
Mstep: Class 20 contains 5088 members 
Mstep: Class 21 contains 5564 members 
Mstep: Class 22 contains 4946 members 
Mstep: Class 23 contains 26225 members 
Mstep: Class 24 contains 16096 members 
Mstep: Class 25 contains 13102 members 
Mstep: Class 26 contains 8324 members 
Mstep: Class 27 contains 11997 members 
Mstep: Class 28 contains 17809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215576.000000 Penalty: 98350.367188
Iteration 59Q: 29 clusters Score -1.022156e+08 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 8237 members 
Mstep: Class 3 contains 46152 members 
Mstep: Class 4 contains 131166 members 
Mstep: Class 5 contains 26434 members 
Mstep: Class 6 contains 55313 members 
Mstep: Class 7 contains 36385 members 
Mstep: Class 8 contains 7222 members 
Mstep: Class 9 contains 201345 members 
Mstep: Class 10 contains 18056 members 
Mstep: Class 11 contains 80172 members 
Mstep: Class 12 contains 24097 members 
Mstep: Class 13 contains 22703 members 
Mstep: Class 14 contains 5233 members 
Mstep: Class 15 contains 47795 members 
Mstep: Class 16 contains 3119 members 
Mstep: Class 17 contains 13773 members 
Mstep: Class 18 contains 176389 members 
Mstep: Class 19 contains 398504 members 
Mstep: Class 20 contains 5086 members 
Mstep: Class 21 contains 5577 members 
Mstep: Class 22 contains 4945 members 
Mstep: Class 23 contains 26279 members 
Mstep: Class 24 contains 16096 members 
Mstep: Class 25 contains 13002 members 
Mstep: Class 26 contains 8521 members 
Mstep: Class 27 contains 12024 members 
Mstep: Class 28 contains 17949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216080.000000 Penalty: 98350.367188
Iteration 60F: 29 clusters Score -1.022161e+08 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 8237 members 
Mstep: Class 3 contains 42761 members 
Mstep: Class 4 contains 131141 members 
Mstep: Class 5 contains 26411 members 
Mstep: Class 6 contains 55322 members 
Mstep: Class 7 contains 36397 members 
Mstep: Class 8 contains 7161 members 
Mstep: Class 9 contains 201574 members 
Mstep: Class 10 contains 18009 members 
Mstep: Class 11 contains 80207 members 
Mstep: Class 12 contains 24087 members 
Mstep: Class 13 contains 22676 members 
Mstep: Class 14 contains 5340 members 
Mstep: Class 15 contains 47725 members 
Mstep: Class 16 contains 3125 members 
Mstep: Class 17 contains 13796 members 
Mstep: Class 18 contains 179618 members 
Mstep: Class 19 contains 398281 members 
Mstep: Class 20 contains 5061 members 
Mstep: Class 21 contains 5599 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 26339 members 
Mstep: Class 24 contains 16095 members 
Mstep: Class 25 contains 12910 members 
Mstep: Class 26 contains 8722 members 
Mstep: Class 27 contains 12067 members 
Mstep: Class 28 contains 18060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217200.000000 Penalty: 98350.367188
Iteration 61Q: 29 clusters Score -1.022172e+08 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 8242 members 
Mstep: Class 3 contains 39345 members 
Mstep: Class 4 contains 131120 members 
Mstep: Class 5 contains 26399 members 
Mstep: Class 6 contains 55339 members 
Mstep: Class 7 contains 36476 members 
Mstep: Class 8 contains 7103 members 
Mstep: Class 9 contains 201756 members 
Mstep: Class 10 contains 17956 members 
Mstep: Class 11 contains 80231 members 
Mstep: Class 12 contains 24091 members 
Mstep: Class 13 contains 22687 members 
Mstep: Class 14 contains 5342 members 
Mstep: Class 15 contains 47657 members 
Mstep: Class 16 contains 3128 members 
Mstep: Class 17 contains 13825 members 
Mstep: Class 18 contains 182869 members 
Mstep: Class 19 contains 398074 members 
Mstep: Class 20 contains 5033 members 
Mstep: Class 21 contains 5623 members 
Mstep: Class 22 contains 4884 members 
Mstep: Class 23 contains 26388 members 
Mstep: Class 24 contains 16105 members 
Mstep: Class 25 contains 12814 members 
Mstep: Class 26 contains 8938 members 
Mstep: Class 27 contains 12124 members 
Mstep: Class 28 contains 18157 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 29 clusters Score -1.022187e+08 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 8246 members 
Mstep: Class 3 contains 35827 members 
Mstep: Class 4 contains 131101 members 
Mstep: Class 5 contains 26402 members 
Mstep: Class 6 contains 55366 members 
Mstep: Class 7 contains 36568 members 
Mstep: Class 8 contains 7044 members 
Mstep: Class 9 contains 201907 members 
Mstep: Class 10 contains 17892 members 
Mstep: Class 11 contains 80256 members 
Mstep: Class 12 contains 24093 members 
Mstep: Class 13 contains 22704 members 
Mstep: Class 14 contains 5308 members 
Mstep: Class 15 contains 47591 members 
Mstep: Class 16 contains 3128 members 
Mstep: Class 17 contains 13839 members 
Mstep: Class 18 contains 186206 members 
Mstep: Class 19 contains 397883 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 5648 members 
Mstep: Class 22 contains 4853 members 
Mstep: Class 23 contains 26454 members 
Mstep: Class 24 contains 16112 members 
Mstep: Class 25 contains 12727 members 
Mstep: Class 26 contains 9163 members 
Mstep: Class 27 contains 12203 members 
Mstep: Class 28 contains 18243 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 29 clusters Score -1.022202e+08 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 8250 members 
Mstep: Class 3 contains 32426 members 
Mstep: Class 4 contains 131082 members 
Mstep: Class 5 contains 26402 members 
Mstep: Class 6 contains 55389 members 
Mstep: Class 7 contains 36655 members 
Mstep: Class 8 contains 6993 members 
Mstep: Class 9 contains 202037 members 
Mstep: Class 10 contains 17813 members 
Mstep: Class 11 contains 80288 members 
Mstep: Class 12 contains 24096 members 
Mstep: Class 13 contains 22706 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 47540 members 
Mstep: Class 16 contains 3131 members 
Mstep: Class 17 contains 13853 members 
Mstep: Class 18 contains 189411 members 
Mstep: Class 19 contains 397702 members 
Mstep: Class 20 contains 5009 members 
Mstep: Class 21 contains 5679 members 
Mstep: Class 22 contains 4818 members 
Mstep: Class 23 contains 26510 members 
Mstep: Class 24 contains 16120 members 
Mstep: Class 25 contains 12637 members 
Mstep: Class 26 contains 9387 members 
Mstep: Class 27 contains 12295 members 
Mstep: Class 28 contains 18324 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 29 clusters Score -1.022215e+08 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 8256 members 
Mstep: Class 3 contains 29171 members 
Mstep: Class 4 contains 131060 members 
Mstep: Class 5 contains 26399 members 
Mstep: Class 6 contains 55418 members 
Mstep: Class 7 contains 36715 members 
Mstep: Class 8 contains 6948 members 
Mstep: Class 9 contains 202156 members 
Mstep: Class 10 contains 17698 members 
Mstep: Class 11 contains 80325 members 
Mstep: Class 12 contains 24088 members 
Mstep: Class 13 contains 22691 members 
Mstep: Class 14 contains 5275 members 
Mstep: Class 15 contains 47499 members 
Mstep: Class 16 contains 3133 members 
Mstep: Class 17 contains 13865 members 
Mstep: Class 18 contains 192452 members 
Mstep: Class 19 contains 397526 members 
Mstep: Class 20 contains 4996 members 
Mstep: Class 21 contains 5708 members 
Mstep: Class 22 contains 4799 members 
Mstep: Class 23 contains 26557 members 
Mstep: Class 24 contains 16140 members 
Mstep: Class 25 contains 12527 members 
Mstep: Class 26 contains 9619 members 
Mstep: Class 27 contains 12439 members 
Mstep: Class 28 contains 18445 members 
Entering Unmasked Estep 
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Iteration 65Q: 29 clusters Score -1.022231e+08 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 26197 members 
Mstep: Class 4 contains 131055 members 
Mstep: Class 5 contains 26398 members 
Mstep: Class 6 contains 55437 members 
Mstep: Class 7 contains 36753 members 
Mstep: Class 8 contains 6934 members 
Mstep: Class 9 contains 202272 members 
Mstep: Class 10 contains 17539 members 
Mstep: Class 11 contains 80363 members 
Mstep: Class 12 contains 24091 members 
Mstep: Class 13 contains 22660 members 
Mstep: Class 14 contains 5227 members 
Mstep: Class 15 contains 47445 members 
Mstep: Class 16 contains 3131 members 
Mstep: Class 17 contains 13877 members 
Mstep: Class 18 contains 195194 members 
Mstep: Class 19 contains 397348 members 
Mstep: Class 20 contains 4977 members 
Mstep: Class 21 contains 5754 members 
Mstep: Class 22 contains 4790 members 
Mstep: Class 23 contains 26594 members 
Mstep: Class 24 contains 16162 members 
Mstep: Class 25 contains 12410 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 12639 members 
Mstep: Class 28 contains 18560 members 
Entering Unmasked Estep 
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Iteration 66Q: 29 clusters Score -1.022245e+08 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 8267 members 
Mstep: Class 3 contains 23401 members 
Mstep: Class 4 contains 131056 members 
Mstep: Class 5 contains 26405 members 
Mstep: Class 6 contains 55462 members 
Mstep: Class 7 contains 36749 members 
Mstep: Class 8 contains 6924 members 
Mstep: Class 9 contains 202381 members 
Mstep: Class 10 contains 17260 members 
Mstep: Class 11 contains 80396 members 
Mstep: Class 12 contains 24071 members 
Mstep: Class 13 contains 22630 members 
Mstep: Class 14 contains 5190 members 
Mstep: Class 15 contains 47408 members 
Mstep: Class 16 contains 3130 members 
Mstep: Class 17 contains 13889 members 
Mstep: Class 18 contains 197739 members 
Mstep: Class 19 contains 397208 members 
Mstep: Class 20 contains 4962 members 
Mstep: Class 21 contains 5801 members 
Mstep: Class 22 contains 4780 members 
Mstep: Class 23 contains 26618 members 
Mstep: Class 24 contains 16181 members 
Mstep: Class 25 contains 12287 members 
Mstep: Class 26 contains 10136 members 
Mstep: Class 27 contains 12927 members 
Mstep: Class 28 contains 18702 members 
Entering Unmasked Estep 
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Iteration 67Q: 29 clusters Score -1.022262e+08 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 8280 members 
Mstep: Class 3 contains 20781 members 
Mstep: Class 4 contains 131058 members 
Mstep: Class 5 contains 26403 members 
Mstep: Class 6 contains 55500 members 
Mstep: Class 7 contains 36767 members 
Mstep: Class 8 contains 6908 members 
Mstep: Class 9 contains 202481 members 
Mstep: Class 10 contains 16854 members 
Mstep: Class 11 contains 80431 members 
Mstep: Class 12 contains 24059 members 
Mstep: Class 13 contains 22596 members 
Mstep: Class 14 contains 5173 members 
Mstep: Class 15 contains 47368 members 
Mstep: Class 16 contains 3129 members 
Mstep: Class 17 contains 13898 members 
Mstep: Class 18 contains 200113 members 
Mstep: Class 19 contains 397052 members 
Mstep: Class 20 contains 4951 members 
Mstep: Class 21 contains 5831 members 
Mstep: Class 22 contains 4771 members 
Mstep: Class 23 contains 26649 members 
Mstep: Class 24 contains 16201 members 
Mstep: Class 25 contains 12155 members 
Mstep: Class 26 contains 10393 members 
Mstep: Class 27 contains 13325 members 
Mstep: Class 28 contains 18845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228192.000000 Penalty: 98350.367188
Iteration 68Q: 29 clusters Score -1.022282e+08 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 8292 members 
Mstep: Class 3 contains 18489 members 
Mstep: Class 4 contains 131064 members 
Mstep: Class 5 contains 26418 members 
Mstep: Class 6 contains 55517 members 
Mstep: Class 7 contains 36810 members 
Mstep: Class 8 contains 6902 members 
Mstep: Class 9 contains 202571 members 
Mstep: Class 10 contains 16362 members 
Mstep: Class 11 contains 80446 members 
Mstep: Class 12 contains 24045 members 
Mstep: Class 13 contains 22572 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 47334 members 
Mstep: Class 16 contains 3125 members 
Mstep: Class 17 contains 13914 members 
Mstep: Class 18 contains 202166 members 
Mstep: Class 19 contains 396904 members 
Mstep: Class 20 contains 4941 members 
Mstep: Class 21 contains 5866 members 
Mstep: Class 22 contains 4775 members 
Mstep: Class 23 contains 26674 members 
Mstep: Class 24 contains 16207 members 
Mstep: Class 25 contains 12020 members 
Mstep: Class 26 contains 10644 members 
Mstep: Class 27 contains 13808 members 
Mstep: Class 28 contains 18962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231128.000000 Penalty: 98350.367188
Iteration 69Q: 29 clusters Score -1.022311e+08 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 8303 members 
Mstep: Class 3 contains 16410 members 
Mstep: Class 4 contains 131079 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 55532 members 
Mstep: Class 7 contains 36799 members 
Mstep: Class 8 contains 6910 members 
Mstep: Class 9 contains 202651 members 
Mstep: Class 10 contains 15996 members 
Mstep: Class 11 contains 80479 members 
Mstep: Class 12 contains 24043 members 
Mstep: Class 13 contains 22533 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 47322 members 
Mstep: Class 16 contains 3122 members 
Mstep: Class 17 contains 13930 members 
Mstep: Class 18 contains 203992 members 
Mstep: Class 19 contains 396740 members 
Mstep: Class 20 contains 4929 members 
Mstep: Class 21 contains 5888 members 
Mstep: Class 22 contains 4783 members 
Mstep: Class 23 contains 26698 members 
Mstep: Class 24 contains 16215 members 
Mstep: Class 25 contains 11882 members 
Mstep: Class 26 contains 10881 members 
Mstep: Class 27 contains 14216 members 
Mstep: Class 28 contains 19091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233032.000000 Penalty: 98350.367188
Iteration 70Q: 29 clusters Score -1.02233e+08 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 14624 members 
Mstep: Class 4 contains 131101 members 
Mstep: Class 5 contains 26433 members 
Mstep: Class 6 contains 55551 members 
Mstep: Class 7 contains 36767 members 
Mstep: Class 8 contains 6920 members 
Mstep: Class 9 contains 202722 members 
Mstep: Class 10 contains 15795 members 
Mstep: Class 11 contains 80504 members 
Mstep: Class 12 contains 24046 members 
Mstep: Class 13 contains 22492 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 47298 members 
Mstep: Class 16 contains 3125 members 
Mstep: Class 17 contains 13951 members 
Mstep: Class 18 contains 205536 members 
Mstep: Class 19 contains 396615 members 
Mstep: Class 20 contains 4911 members 
Mstep: Class 21 contains 5919 members 
Mstep: Class 22 contains 4794 members 
Mstep: Class 23 contains 26712 members 
Mstep: Class 24 contains 16218 members 
Mstep: Class 25 contains 11726 members 
Mstep: Class 26 contains 11126 members 
Mstep: Class 27 contains 14418 members 
Mstep: Class 28 contains 19247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234584.000000 Penalty: 98350.367188
Iteration 71Q: 29 clusters Score -1.022346e+08 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 8311 members 
Mstep: Class 3 contains 13070 members 
Mstep: Class 4 contains 131127 members 
Mstep: Class 5 contains 26439 members 
Mstep: Class 6 contains 55564 members 
Mstep: Class 7 contains 36716 members 
Mstep: Class 8 contains 6921 members 
Mstep: Class 9 contains 202809 members 
Mstep: Class 10 contains 15661 members 
Mstep: Class 11 contains 80531 members 
Mstep: Class 12 contains 24048 members 
Mstep: Class 13 contains 22459 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 47286 members 
Mstep: Class 16 contains 3127 members 
Mstep: Class 17 contains 13972 members 
Mstep: Class 18 contains 206860 members 
Mstep: Class 19 contains 396511 members 
Mstep: Class 20 contains 4877 members 
Mstep: Class 21 contains 5949 members 
Mstep: Class 22 contains 4821 members 
Mstep: Class 23 contains 26719 members 
Mstep: Class 24 contains 16220 members 
Mstep: Class 25 contains 11569 members 
Mstep: Class 26 contains 11358 members 
Mstep: Class 27 contains 14524 members 
Mstep: Class 28 contains 19405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235664.000000 Penalty: 98350.367188
Iteration 72Q: 29 clusters Score -1.022357e+08 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 8321 members 
Mstep: Class 3 contains 11726 members 
Mstep: Class 4 contains 131145 members 
Mstep: Class 5 contains 26443 members 
Mstep: Class 6 contains 55577 members 
Mstep: Class 7 contains 36695 members 
Mstep: Class 8 contains 6934 members 
Mstep: Class 9 contains 202867 members 
Mstep: Class 10 contains 15582 members 
Mstep: Class 11 contains 80563 members 
Mstep: Class 12 contains 24049 members 
Mstep: Class 13 contains 22415 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 47280 members 
Mstep: Class 16 contains 3123 members 
Mstep: Class 17 contains 13993 members 
Mstep: Class 18 contains 207957 members 
Mstep: Class 19 contains 396421 members 
Mstep: Class 20 contains 4815 members 
Mstep: Class 21 contains 5972 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 26729 members 
Mstep: Class 24 contains 16222 members 
Mstep: Class 25 contains 11427 members 
Mstep: Class 26 contains 11594 members 
Mstep: Class 27 contains 14571 members 
Mstep: Class 28 contains 19550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237176.000000 Penalty: 98350.367188
Iteration 73Q: 29 clusters Score -1.022372e+08 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 8330 members 
Mstep: Class 3 contains 10608 members 
Mstep: Class 4 contains 131158 members 
Mstep: Class 5 contains 26440 members 
Mstep: Class 6 contains 55592 members 
Mstep: Class 7 contains 36667 members 
Mstep: Class 8 contains 6940 members 
Mstep: Class 9 contains 202944 members 
Mstep: Class 10 contains 15539 members 
Mstep: Class 11 contains 80580 members 
Mstep: Class 12 contains 24050 members 
Mstep: Class 13 contains 22380 members 
Mstep: Class 14 contains 5146 members 
Mstep: Class 15 contains 47270 members 
Mstep: Class 16 contains 3121 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 208883 members 
Mstep: Class 19 contains 396332 members 
Mstep: Class 20 contains 4728 members 
Mstep: Class 21 contains 5988 members 
Mstep: Class 22 contains 4974 members 
Mstep: Class 23 contains 26732 members 
Mstep: Class 24 contains 16223 members 
Mstep: Class 25 contains 11317 members 
Mstep: Class 26 contains 11790 members 
Mstep: Class 27 contains 14602 members 
Mstep: Class 28 contains 19662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238328.000000 Penalty: 98350.367188
Iteration 74Q: 29 clusters Score -1.022383e+08 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 8336 members 
Mstep: Class 3 contains 9679 members 
Mstep: Class 4 contains 131169 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 55605 members 
Mstep: Class 7 contains 36641 members 
Mstep: Class 8 contains 6957 members 
Mstep: Class 9 contains 202998 members 
Mstep: Class 10 contains 15504 members 
Mstep: Class 11 contains 80612 members 
Mstep: Class 12 contains 24049 members 
Mstep: Class 13 contains 22347 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 47264 members 
Mstep: Class 16 contains 3124 members 
Mstep: Class 17 contains 13996 members 
Mstep: Class 18 contains 209625 members 
Mstep: Class 19 contains 396239 members 
Mstep: Class 20 contains 4698 members 
Mstep: Class 21 contains 6013 members 
Mstep: Class 22 contains 5000 members 
Mstep: Class 23 contains 26739 members 
Mstep: Class 24 contains 16225 members 
Mstep: Class 25 contains 11219 members 
Mstep: Class 26 contains 11992 members 
Mstep: Class 27 contains 14619 members 
Mstep: Class 28 contains 19744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239144.000000 Penalty: 98350.367188
Iteration 75Q: 29 clusters Score -1.022391e+08 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 8345 members 
Mstep: Class 3 contains 8882 members 
Mstep: Class 4 contains 131175 members 
Mstep: Class 5 contains 26456 members 
Mstep: Class 6 contains 55602 members 
Mstep: Class 7 contains 36638 members 
Mstep: Class 8 contains 6970 members 
Mstep: Class 9 contains 203055 members 
Mstep: Class 10 contains 15493 members 
Mstep: Class 11 contains 80629 members 
Mstep: Class 12 contains 24029 members 
Mstep: Class 13 contains 22331 members 
Mstep: Class 14 contains 5138 members 
Mstep: Class 15 contains 47261 members 
Mstep: Class 16 contains 3127 members 
Mstep: Class 17 contains 14000 members 
Mstep: Class 18 contains 210269 members 
Mstep: Class 19 contains 396174 members 
Mstep: Class 20 contains 4711 members 
Mstep: Class 21 contains 6027 members 
Mstep: Class 22 contains 4995 members 
Mstep: Class 23 contains 26742 members 
Mstep: Class 24 contains 16222 members 
Mstep: Class 25 contains 11127 members 
Mstep: Class 26 contains 12160 members 
Mstep: Class 27 contains 14612 members 
Mstep: Class 28 contains 19814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239720.000000 Penalty: 98350.367188
Iteration 76Q: 29 clusters Score -1.022397e+08 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 8355 members 
Mstep: Class 3 contains 8195 members 
Mstep: Class 4 contains 131185 members 
Mstep: Class 5 contains 26459 members 
Mstep: Class 6 contains 55606 members 
Mstep: Class 7 contains 36632 members 
Mstep: Class 8 contains 6964 members 
Mstep: Class 9 contains 203105 members 
Mstep: Class 10 contains 15474 members 
Mstep: Class 11 contains 80645 members 
Mstep: Class 12 contains 24020 members 
Mstep: Class 13 contains 22303 members 
Mstep: Class 14 contains 5138 members 
Mstep: Class 15 contains 47245 members 
Mstep: Class 16 contains 3127 members 
Mstep: Class 17 contains 14009 members 
Mstep: Class 18 contains 210787 members 
Mstep: Class 19 contains 396124 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 6058 members 
Mstep: Class 22 contains 4986 members 
Mstep: Class 23 contains 26747 members 
Mstep: Class 24 contains 16223 members 
Mstep: Class 25 contains 11048 members 
Mstep: Class 26 contains 12315 members 
Mstep: Class 27 contains 14619 members 
Mstep: Class 28 contains 19873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102239880.000000 Penalty: 98350.367188
Iteration 77Q: 29 clusters Score -1.022399e+08 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 8366 members 
Mstep: Class 3 contains 7645 members 
Mstep: Class 4 contains 131196 members 
Mstep: Class 5 contains 26451 members 
Mstep: Class 6 contains 55609 members 
Mstep: Class 7 contains 36625 members 
Mstep: Class 8 contains 6955 members 
Mstep: Class 9 contains 203150 members 
Mstep: Class 10 contains 15459 members 
Mstep: Class 11 contains 80667 members 
Mstep: Class 12 contains 24006 members 
Mstep: Class 13 contains 22266 members 
Mstep: Class 14 contains 5130 members 
Mstep: Class 15 contains 47243 members 
Mstep: Class 16 contains 3127 members 
Mstep: Class 17 contains 14021 members 
Mstep: Class 18 contains 211186 members 
Mstep: Class 19 contains 396063 members 
Mstep: Class 20 contains 4785 members 
Mstep: Class 21 contains 6082 members 
Mstep: Class 22 contains 4983 members 
Mstep: Class 23 contains 26750 members 
Mstep: Class 24 contains 16224 members 
Mstep: Class 25 contains 10981 members 
Mstep: Class 26 contains 12461 members 
Mstep: Class 27 contains 14630 members 
Mstep: Class 28 contains 19925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102240056.000000 Penalty: 98350.367188
Iteration 78Q: 29 clusters Score -1.022401e+08 nChanged 1147
Entering ConstructFrom: 
Score: -102240056.000000 Penalty: 98350.367188
Entering ConstructFrom: 
Trying to split cluster 1 (4014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Entering Unmasked Estep 
Score: -268740.906250 Penalty: 2057.790771
	Iteration 0F: 2 clusters Score -268740.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -264943.468750 Penalty: 4115.581543
	Iteration 0F: 3 clusters Score -264943.5 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -266317.843750 Penalty: 4115.581543
	Iteration 1F: 3 clusters Score -266317.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -267255.531250 Penalty: 4115.581543
	Iteration 2F: 3 clusters Score -267255.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -267914.625000 Penalty: 4115.581543
	Iteration 3F: 3 clusters Score -267914.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -268486.218750 Penalty: 4115.581543
	Iteration 4F: 3 clusters Score -268486.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -268869.343750 Penalty: 4115.581543
	Iteration 5F: 3 clusters Score -268869.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -269087.687500 Penalty: 4115.581543
	Iteration 6Q: 3 clusters Score -269087.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -269214.968750 Penalty: 4115.581543
	Iteration 7Q: 3 clusters Score -269215 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -269269.468750 Penalty: 4115.581543
	Iteration 8Q: 3 clusters Score -269269.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -269289.812500 Penalty: 4115.581543
	Iteration 9Q: 3 clusters Score -269289.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -269297.406250 Penalty: 4115.581543
	Iteration 10Q: 3 clusters Score -269297.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -269302.718750 Penalty: 4115.581543
	Iteration 11Q: 3 clusters Score -269302.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -269307.125000 Penalty: 4115.581543
	Iteration 12Q: 3 clusters Score -269307.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -269308.187500 Penalty: 4115.581543
	Iteration 13Q: 3 clusters Score -269308.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -269309.406250 Penalty: 4115.581543
	Iteration 14Q: 3 clusters Score -269309.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -269309.750000 Penalty: 4115.581543
	Iteration 15Q: 3 clusters Score -269309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -269310.250000 Penalty: 4115.581543
	Iteration 16Q: 3 clusters Score -269310.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -269310.718750 Penalty: 4115.581543
	Iteration 17Q: 3 clusters Score -269310.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -269310.718750 Penalty: 4115.581543
	Iteration 18F: 3 clusters Score -269310.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8371 members 
Mstep: Class 3 contains 7209 members 
Mstep: Class 4 contains 131212 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 55612 members 
Mstep: Class 7 contains 36599 members 
Mstep: Class 8 contains 6957 members 
Mstep: Class 9 contains 203175 members 
Mstep: Class 10 contains 15446 members 
Mstep: Class 11 contains 80667 members 
Mstep: Class 12 contains 23996 members 
Mstep: Class 13 contains 22231 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 47235 members 
Mstep: Class 16 contains 3127 members 
Mstep: Class 17 contains 14020 members 
Mstep: Class 18 contains 211481 members 
Mstep: Class 19 contains 396018 members 
Mstep: Class 20 contains 4814 members 
Mstep: Class 21 contains 6117 members 
Mstep: Class 22 contains 4980 members 
Mstep: Class 23 contains 26754 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 10929 members 
Mstep: Class 26 contains 12607 members 
Mstep: Class 27 contains 14642 members 
Mstep: Class 28 contains 19979 members 
Mstep: Class 29 contains 2954 members 
Entering Unmasked Estep 
Score: -102239552.000000 Penalty: 101862.882812
Splitting cluster 1 changes total score from -102240056.000000 to -102239552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Entering Unmasked Estep 
Score: -638395.875000 Penalty: 2240.067139
	Iteration 0F: 2 clusters Score -638395.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -631784.062500 Penalty: 4480.134277
	Iteration 0F: 3 clusters Score -631784.1 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -633584.562500 Penalty: 4480.134277
	Iteration 1F: 3 clusters Score -633584.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -634034.250000 Penalty: 4480.134277
	Iteration 2F: 3 clusters Score -634034.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -634868.687500 Penalty: 4480.134277
	Iteration 3F: 3 clusters Score -634868.7 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -636309.625000 Penalty: 4480.134277
	Iteration 4F: 3 clusters Score -636309.6 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -637518.625000 Penalty: 4480.134277
	Iteration 5F: 3 clusters Score -637518.6 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -638349.875000 Penalty: 4480.134277
	Iteration 6F: 3 clusters Score -638349.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -638802.562500 Penalty: 4480.134277
	Iteration 7F: 3 clusters Score -638802.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -639009.250000 Penalty: 4480.134277
	Iteration 8Q: 3 clusters Score -639009.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -639110.375000 Penalty: 4480.134277
	Iteration 9Q: 3 clusters Score -639110.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -639175.250000 Penalty: 4480.134277
	Iteration 10Q: 3 clusters Score -639175.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -639228.437500 Penalty: 4480.134277
	Iteration 11Q: 3 clusters Score -639228.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -639268.625000 Penalty: 4480.134277
	Iteration 12Q: 3 clusters Score -639268.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -639293.062500 Penalty: 4480.134277
	Iteration 13Q: 3 clusters Score -639293.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -639311.937500 Penalty: 4480.134277
	Iteration 14Q: 3 clusters Score -639311.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -639324.687500 Penalty: 4480.134277
	Iteration 15Q: 3 clusters Score -639324.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -639333.500000 Penalty: 4480.134277
	Iteration 16Q: 3 clusters Score -639333.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -639342.500000 Penalty: 4480.134277
	Iteration 17Q: 3 clusters Score -639342.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -639352.500000 Penalty: 4480.134277
	Iteration 18Q: 3 clusters Score -639352.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -639362.062500 Penalty: 4480.134277
	Iteration 19Q: 3 clusters Score -639362.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -639373.937500 Penalty: 4480.134277
	Iteration 20F: 3 clusters Score -639373.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -639384.437500 Penalty: 4480.134277
	Iteration 21Q: 3 clusters Score -639384.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -639391.250000 Penalty: 4480.134277
	Iteration 22Q: 3 clusters Score -639391.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -639400.437500 Penalty: 4480.134277
	Iteration 23Q: 3 clusters Score -639400.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -639409.000000 Penalty: 4480.134277
	Iteration 24Q: 3 clusters Score -639409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -639416.562500 Penalty: 4480.134277
	Iteration 25Q: 3 clusters Score -639416.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -639425.062500 Penalty: 4480.134277
	Iteration 26Q: 3 clusters Score -639425.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -639428.437500 Penalty: 4480.134277
	Iteration 27Q: 3 clusters Score -639428.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -639435.562500 Penalty: 4480.134277
	Iteration 28Q: 3 clusters Score -639435.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -639441.562500 Penalty: 4480.134277
	Iteration 29Q: 3 clusters Score -639441.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -639445.562500 Penalty: 4480.134277
	Iteration 30Q: 3 clusters Score -639445.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -639453.187500 Penalty: 4480.134277
	Iteration 31Q: 3 clusters Score -639453.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -639459.062500 Penalty: 4480.134277
	Iteration 32Q: 3 clusters Score -639459.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -639460.812500 Penalty: 4480.134277
	Iteration 33Q: 3 clusters Score -639460.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -639462.687500 Penalty: 4480.134277
	Iteration 34Q: 3 clusters Score -639462.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -639465.375000 Penalty: 4480.134277
	Iteration 35Q: 3 clusters Score -639465.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -639465.500000 Penalty: 4480.134277
	Iteration 36Q: 3 clusters Score -639465.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -639465.500000 Penalty: 4480.134277
	Iteration 37F: 3 clusters Score -639465.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 7209 members 
Mstep: Class 4 contains 131212 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 55612 members 
Mstep: Class 7 contains 36599 members 
Mstep: Class 8 contains 6957 members 
Mstep: Class 9 contains 203175 members 
Mstep: Class 10 contains 15446 members 
Mstep: Class 11 contains 80667 members 
Mstep: Class 12 contains 23996 members 
Mstep: Class 13 contains 22231 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 47235 members 
Mstep: Class 16 contains 3127 members 
Mstep: Class 17 contains 14020 members 
Mstep: Class 18 contains 211481 members 
Mstep: Class 19 contains 396018 members 
Mstep: Class 20 contains 4814 members 
Mstep: Class 21 contains 6117 members 
Mstep: Class 22 contains 4980 members 
Mstep: Class 23 contains 26754 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 10929 members 
Mstep: Class 26 contains 12607 members 
Mstep: Class 27 contains 14642 members 
Mstep: Class 28 contains 19979 members 
Mstep: Class 29 contains 1111 members 
Entering Unmasked Estep 
Score: -102240648.000000 Penalty: 101862.882812
Splitting cluster 2 changes total score from -102240056.000000 to -102240648.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 3 (7209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Entering Unmasked Estep 
Score: -605641.375000 Penalty: 2203.005127
	Iteration 0F: 2 clusters Score -605641.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -599763.687500 Penalty: 4406.010254
	Iteration 0F: 3 clusters Score -599763.7 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -601205.625000 Penalty: 4406.010254
	Iteration 1F: 3 clusters Score -601205.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -601427.750000 Penalty: 4406.010254
	Iteration 2F: 3 clusters Score -601427.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -601582.687500 Penalty: 4406.010254
	Iteration 3Q: 3 clusters Score -601582.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -601684.187500 Penalty: 4406.010254
	Iteration 4Q: 3 clusters Score -601684.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -601750.687500 Penalty: 4406.010254
	Iteration 5Q: 3 clusters Score -601750.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -601816.187500 Penalty: 4406.010254
	Iteration 6Q: 3 clusters Score -601816.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -601882.562500 Penalty: 4406.010254
	Iteration 7Q: 3 clusters Score -601882.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -601962.187500 Penalty: 4406.010254
	Iteration 8Q: 3 clusters Score -601962.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -602043.312500 Penalty: 4406.010254
	Iteration 9Q: 3 clusters Score -602043.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -602134.812500 Penalty: 4406.010254
	Iteration 10Q: 3 clusters Score -602134.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -602238.750000 Penalty: 4406.010254
	Iteration 11Q: 3 clusters Score -602238.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -602340.812500 Penalty: 4406.010254
	Iteration 12Q: 3 clusters Score -602340.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -602470.812500 Penalty: 4406.010254
	Iteration 13Q: 3 clusters Score -602470.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -602619.687500 Penalty: 4406.010254
	Iteration 14Q: 3 clusters Score -602619.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -602783.937500 Penalty: 4406.010254
	Iteration 15Q: 3 clusters Score -602783.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -602937.687500 Penalty: 4406.010254
	Iteration 16Q: 3 clusters Score -602937.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -603080.875000 Penalty: 4406.010254
	Iteration 17Q: 3 clusters Score -603080.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -603224.625000 Penalty: 4406.010254
	Iteration 18Q: 3 clusters Score -603224.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -603339.375000 Penalty: 4406.010254
	Iteration 19Q: 3 clusters Score -603339.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -603425.812500 Penalty: 4406.010254
	Iteration 20F: 3 clusters Score -603425.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -603481.125000 Penalty: 4406.010254
	Iteration 21Q: 3 clusters Score -603481.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -603521.875000 Penalty: 4406.010254
	Iteration 22Q: 3 clusters Score -603521.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -603548.812500 Penalty: 4406.010254
	Iteration 23Q: 3 clusters Score -603548.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -603566.250000 Penalty: 4406.010254
	Iteration 24Q: 3 clusters Score -603566.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -603577.187500 Penalty: 4406.010254
	Iteration 25Q: 3 clusters Score -603577.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -603586.000000 Penalty: 4406.010254
	Iteration 26Q: 3 clusters Score -603586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -603592.875000 Penalty: 4406.010254
	Iteration 27Q: 3 clusters Score -603592.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -603600.250000 Penalty: 4406.010254
	Iteration 28Q: 3 clusters Score -603600.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -603606.937500 Penalty: 4406.010254
	Iteration 29Q: 3 clusters Score -603606.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -603618.312500 Penalty: 4406.010254
	Iteration 30Q: 3 clusters Score -603618.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -603620.875000 Penalty: 4406.010254
	Iteration 31Q: 3 clusters Score -603620.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -603630.687500 Penalty: 4406.010254
	Iteration 32Q: 3 clusters Score -603630.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -603635.875000 Penalty: 4406.010254
	Iteration 33Q: 3 clusters Score -603635.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -603640.500000 Penalty: 4406.010254
	Iteration 34Q: 3 clusters Score -603640.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -603645.937500 Penalty: 4406.010254
	Iteration 35Q: 3 clusters Score -603645.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -603650.812500 Penalty: 4406.010254
	Iteration 36Q: 3 clusters Score -603650.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -603653.437500 Penalty: 4406.010254
	Iteration 37Q: 3 clusters Score -603653.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -603659.062500 Penalty: 4406.010254
	Iteration 38Q: 3 clusters Score -603659.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -603661.625000 Penalty: 4406.010254
	Iteration 39Q: 3 clusters Score -603661.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -603665.187500 Penalty: 4406.010254
	Iteration 40F: 3 clusters Score -603665.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -603666.312500 Penalty: 4406.010254
	Iteration 41Q: 3 clusters Score -603666.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -603666.312500 Penalty: 4406.010254
	Iteration 42F: 3 clusters Score -603666.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (131212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131212 members 
Entering Unmasked Estep 
Score: -10019862.000000 Penalty: 2922.573242
	Iteration 0F: 2 clusters Score -1.001986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 65110 members 
Entering Unmasked Estep 
Score: -9931920.000000 Penalty: 5845.146484
	Iteration 0F: 3 clusters Score -9931920 nChanged 62515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72657 members 
Mstep: Class 2 contains 58555 members 
Entering Unmasked Estep 
Score: -9969257.000000 Penalty: 5845.146484
	Iteration 1F: 3 clusters Score -9969257 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76550 members 
Mstep: Class 2 contains 54662 members 
Entering Unmasked Estep 
Score: -9971486.000000 Penalty: 5845.146484
	Iteration 2Q: 3 clusters Score -9971486 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -9975082.000000 Penalty: 5845.146484
	Iteration 3F: 3 clusters Score -9975082 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90084 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -9980911.000000 Penalty: 5845.146484
	Iteration 4F: 3 clusters Score -9980911 nChanged 10406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99992 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -9989562.000000 Penalty: 5845.146484
	Iteration 5F: 3 clusters Score -9989562 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110293 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -9999221.000000 Penalty: 5845.146484
	Iteration 6F: 3 clusters Score -9999221 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118621 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -10007307.000000 Penalty: 5845.146484
	Iteration 7F: 3 clusters Score -1.000731e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123968 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -10012448.000000 Penalty: 5845.146484
	Iteration 8Q: 3 clusters Score -1.001245e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126680 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -10015018.000000 Penalty: 5845.146484
	Iteration 9Q: 3 clusters Score -1.001502e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127955 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -10016298.000000 Penalty: 5845.146484
	Iteration 10Q: 3 clusters Score -1.00163e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128592 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -10016963.000000 Penalty: 5845.146484
	Iteration 11Q: 3 clusters Score -1.001696e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128938 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -10017353.000000 Penalty: 5845.146484
	Iteration 12Q: 3 clusters Score -1.001735e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129119 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -10017521.000000 Penalty: 5845.146484
	Iteration 13Q: 3 clusters Score -1.001752e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129234 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -10017616.000000 Penalty: 5845.146484
	Iteration 14Q: 3 clusters Score -1.001762e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129324 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -10017674.000000 Penalty: 5845.146484
	Iteration 15Q: 3 clusters Score -1.001767e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129378 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -10017731.000000 Penalty: 5845.146484
	Iteration 16Q: 3 clusters Score -1.001773e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129418 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -10017766.000000 Penalty: 5845.146484
	Iteration 17Q: 3 clusters Score -1.001777e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129449 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -10017771.000000 Penalty: 5845.146484
	Iteration 18Q: 3 clusters Score -1.001777e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129471 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -10017795.000000 Penalty: 5845.146484
	Iteration 19Q: 3 clusters Score -1.00178e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129493 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -10017806.000000 Penalty: 5845.146484
	Iteration 20F: 3 clusters Score -1.001781e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129508 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -10017814.000000 Penalty: 5845.146484
	Iteration 21Q: 3 clusters Score -1.001781e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129512 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -10017811.000000 Penalty: 5845.146484
	Iteration 22Q: 3 clusters Score -1.001781e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129520 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -10017807.000000 Penalty: 5845.146484
	Iteration 23Q: 3 clusters Score -1.001781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129528 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -10017814.000000 Penalty: 5845.146484
	Iteration 24Q: 3 clusters Score -1.001781e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129534 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -10017816.000000 Penalty: 5845.146484
	Iteration 25Q: 3 clusters Score -1.001782e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129540 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -10017832.000000 Penalty: 5845.146484
	Iteration 26Q: 3 clusters Score -1.001783e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129551 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -10017828.000000 Penalty: 5845.146484
	Iteration 27Q: 3 clusters Score -1.001783e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129559 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -10017845.000000 Penalty: 5845.146484
	Iteration 28Q: 3 clusters Score -1.001784e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129568 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -10017858.000000 Penalty: 5845.146484
	Iteration 29Q: 3 clusters Score -1.001786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129569 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -10017861.000000 Penalty: 5845.146484
	Iteration 30Q: 3 clusters Score -1.001786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129572 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -10017858.000000 Penalty: 5845.146484
	Iteration 31Q: 3 clusters Score -1.001786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129575 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -10017853.000000 Penalty: 5845.146484
	Iteration 32Q: 3 clusters Score -1.001785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129578 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -10017865.000000 Penalty: 5845.146484
	Iteration 33Q: 3 clusters Score -1.001786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129584 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -10017866.000000 Penalty: 5845.146484
	Iteration 34Q: 3 clusters Score -1.001787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129587 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -10017859.000000 Penalty: 5845.146484
	Iteration 35Q: 3 clusters Score -1.001786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129589 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -10017861.000000 Penalty: 5845.146484
	Iteration 36Q: 3 clusters Score -1.001786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129593 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -10017857.000000 Penalty: 5845.146484
	Iteration 37Q: 3 clusters Score -1.001786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129600 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -10017856.000000 Penalty: 5845.146484
	Iteration 38Q: 3 clusters Score -1.001786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129602 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -10017853.000000 Penalty: 5845.146484
	Iteration 39Q: 3 clusters Score -1.001785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129606 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -10017853.000000 Penalty: 5845.146484
	Iteration 40F: 3 clusters Score -1.001785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129608 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -10017859.000000 Penalty: 5845.146484
	Iteration 41Q: 3 clusters Score -1.001786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129612 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -10017858.000000 Penalty: 5845.146484
	Iteration 42Q: 3 clusters Score -1.001786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129614 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -10017856.000000 Penalty: 5845.146484
	Iteration 43Q: 3 clusters Score -1.001786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129614 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -10017854.000000 Penalty: 5845.146484
	Iteration 44Q: 3 clusters Score -1.001785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129616 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -10017854.000000 Penalty: 5845.146484
	Iteration 45Q: 3 clusters Score -1.001785e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129616 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -10017854.000000 Penalty: 5845.146484
	Iteration 46F: 3 clusters Score -1.001785e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Entering Unmasked Estep 
Score: -2129518.000000 Penalty: 2525.386719
	Iteration 0F: 2 clusters Score -2129518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2111211.250000 Penalty: 5050.773438
	Iteration 0F: 3 clusters Score -2111211 nChanged 11909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2117917.000000 Penalty: 5050.773438
	Iteration 1F: 3 clusters Score -2117917 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2118483.750000 Penalty: 5050.773438
	Iteration 2F: 3 clusters Score -2118484 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2119016.750000 Penalty: 5050.773438
	Iteration 3Q: 3 clusters Score -2119017 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2119578.500000 Penalty: 5050.773438
	Iteration 4Q: 3 clusters Score -2119578 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2120165.750000 Penalty: 5050.773438
	Iteration 5Q: 3 clusters Score -2120166 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2120671.500000 Penalty: 5050.773438
	Iteration 6Q: 3 clusters Score -2120672 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2121163.500000 Penalty: 5050.773438
	Iteration 7Q: 3 clusters Score -2121164 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2121687.750000 Penalty: 5050.773438
	Iteration 8Q: 3 clusters Score -2121688 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2122240.750000 Penalty: 5050.773438
	Iteration 9Q: 3 clusters Score -2122241 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2122792.000000 Penalty: 5050.773438
	Iteration 10Q: 3 clusters Score -2122792 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2123325.000000 Penalty: 5050.773438
	Iteration 11Q: 3 clusters Score -2123325 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2123836.250000 Penalty: 5050.773438
	Iteration 12Q: 3 clusters Score -2123836 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -2124325.250000 Penalty: 5050.773438
	Iteration 13Q: 3 clusters Score -2124325 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -2124739.750000 Penalty: 5050.773438
	Iteration 14Q: 3 clusters Score -2124740 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -2125067.250000 Penalty: 5050.773438
	Iteration 15Q: 3 clusters Score -2125067 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2125323.250000 Penalty: 5050.773438
	Iteration 16Q: 3 clusters Score -2125323 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2125541.500000 Penalty: 5050.773438
	Iteration 17Q: 3 clusters Score -2125542 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -2125722.500000 Penalty: 5050.773438
	Iteration 18Q: 3 clusters Score -2125722 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -2125873.250000 Penalty: 5050.773438
	Iteration 19Q: 3 clusters Score -2125873 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -2125987.000000 Penalty: 5050.773438
	Iteration 20F: 3 clusters Score -2125987 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -2126098.250000 Penalty: 5050.773438
	Iteration 21Q: 3 clusters Score -2126098 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -2126200.000000 Penalty: 5050.773438
	Iteration 22Q: 3 clusters Score -2126200 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -2126284.500000 Penalty: 5050.773438
	Iteration 23Q: 3 clusters Score -2126284 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -2126371.500000 Penalty: 5050.773438
	Iteration 24Q: 3 clusters Score -2126372 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -2126456.000000 Penalty: 5050.773438
	Iteration 25Q: 3 clusters Score -2126456 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -2126518.750000 Penalty: 5050.773438
	Iteration 26Q: 3 clusters Score -2126519 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -2126567.750000 Penalty: 5050.773438
	Iteration 27Q: 3 clusters Score -2126568 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -2126629.500000 Penalty: 5050.773438
	Iteration 28Q: 3 clusters Score -2126630 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -2126688.000000 Penalty: 5050.773438
	Iteration 29Q: 3 clusters Score -2126688 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -2126735.750000 Penalty: 5050.773438
	Iteration 30Q: 3 clusters Score -2126736 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -2126780.000000 Penalty: 5050.773438
	Iteration 31Q: 3 clusters Score -2126780 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -2126834.000000 Penalty: 5050.773438
	Iteration 32Q: 3 clusters Score -2126834 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -2126885.500000 Penalty: 5050.773438
	Iteration 33Q: 3 clusters Score -2126886 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -2126924.500000 Penalty: 5050.773438
	Iteration 34Q: 3 clusters Score -2126924 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -2126964.250000 Penalty: 5050.773438
	Iteration 35Q: 3 clusters Score -2126964 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -2126995.500000 Penalty: 5050.773438
	Iteration 36Q: 3 clusters Score -2126996 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -2127022.500000 Penalty: 5050.773438
	Iteration 37Q: 3 clusters Score -2127022 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -2127054.500000 Penalty: 5050.773438
	Iteration 38Q: 3 clusters Score -2127054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -2127074.750000 Penalty: 5050.773438
	Iteration 39Q: 3 clusters Score -2127075 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -2127095.250000 Penalty: 5050.773438
	Iteration 40F: 3 clusters Score -2127095 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -2127114.750000 Penalty: 5050.773438
	Iteration 41Q: 3 clusters Score -2127115 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -2127128.750000 Penalty: 5050.773438
	Iteration 42Q: 3 clusters Score -2127129 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -2127143.500000 Penalty: 5050.773438
	Iteration 43Q: 3 clusters Score -2127144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -2127144.500000 Penalty: 5050.773438
	Iteration 44Q: 3 clusters Score -2127144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -2127155.000000 Penalty: 5050.773438
	Iteration 45Q: 3 clusters Score -2127155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -2127159.750000 Penalty: 5050.773438
	Iteration 46Q: 3 clusters Score -2127160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -2127164.500000 Penalty: 5050.773438
	Iteration 47Q: 3 clusters Score -2127164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -2127163.000000 Penalty: 5050.773438
	Iteration 48Q: 3 clusters Score -2127163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -2127166.250000 Penalty: 5050.773438
	Iteration 49Q: 3 clusters Score -2127166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -2127171.250000 Penalty: 5050.773438
	Iteration 50Q: 3 clusters Score -2127171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -2127175.000000 Penalty: 5050.773438
	Iteration 51Q: 3 clusters Score -2127175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -2127174.500000 Penalty: 5050.773438
	Iteration 52Q: 3 clusters Score -2127174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -2127181.750000 Penalty: 5050.773438
	Iteration 53Q: 3 clusters Score -2127182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -2127183.000000 Penalty: 5050.773438
	Iteration 54Q: 3 clusters Score -2127183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -2127182.500000 Penalty: 5050.773438
	Iteration 55Q: 3 clusters Score -2127182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -2127182.750000 Penalty: 5050.773438
	Iteration 56Q: 3 clusters Score -2127183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -2127182.750000 Penalty: 5050.773438
	Iteration 57F: 3 clusters Score -2127183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Entering Unmasked Estep 
Score: -4253031.000000 Penalty: 2709.686279
	Iteration 0F: 2 clusters Score -4253031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -4215667.000000 Penalty: 5419.372559
	Iteration 0F: 3 clusters Score -4215667 nChanged 25721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -4229953.500000 Penalty: 5419.372559
	Iteration 1F: 3 clusters Score -4229954 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -4230549.500000 Penalty: 5419.372559
	Iteration 2Q: 3 clusters Score -4230550 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -4231251.500000 Penalty: 5419.372559
	Iteration 3Q: 3 clusters Score -4231252 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -4232188.000000 Penalty: 5419.372559
	Iteration 4Q: 3 clusters Score -4232188 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -4233754.500000 Penalty: 5419.372559
	Iteration 5F: 3 clusters Score -4233754 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -4236227.500000 Penalty: 5419.372559
	Iteration 6F: 3 clusters Score -4236228 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -4239811.500000 Penalty: 5419.372559
	Iteration 7F: 3 clusters Score -4239812 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -4244213.000000 Penalty: 5419.372559
	Iteration 8F: 3 clusters Score -4244213 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -4247625.500000 Penalty: 5419.372559
	Iteration 9F: 3 clusters Score -4247626 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4249449.000000 Penalty: 5419.372559
	Iteration 10Q: 3 clusters Score -4249449 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4250201.500000 Penalty: 5419.372559
	Iteration 11Q: 3 clusters Score -4250202 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55200 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4250439.000000 Penalty: 5419.372559
	Iteration 12Q: 3 clusters Score -4250439 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4250547.000000 Penalty: 5419.372559
	Iteration 13Q: 3 clusters Score -4250547 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4250599.500000 Penalty: 5419.372559
	Iteration 14Q: 3 clusters Score -4250600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4250628.000000 Penalty: 5419.372559
	Iteration 15Q: 3 clusters Score -4250628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55326 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4250646.000000 Penalty: 5419.372559
	Iteration 16Q: 3 clusters Score -4250646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4250649.000000 Penalty: 5419.372559
	Iteration 17Q: 3 clusters Score -4250649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4250652.000000 Penalty: 5419.372559
	Iteration 18Q: 3 clusters Score -4250652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4250654.500000 Penalty: 5419.372559
	Iteration 19Q: 3 clusters Score -4250654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4250654.500000 Penalty: 5419.372559
	Iteration 20F: 3 clusters Score -4250654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4250659.000000 Penalty: 5419.372559
	Iteration 21Q: 3 clusters Score -4250659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55340 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4250668.000000 Penalty: 5419.372559
	Iteration 22Q: 3 clusters Score -4250668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55343 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4250669.500000 Penalty: 5419.372559
	Iteration 23Q: 3 clusters Score -4250670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4250670.500000 Penalty: 5419.372559
	Iteration 24Q: 3 clusters Score -4250670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4250672.000000 Penalty: 5419.372559
	Iteration 25Q: 3 clusters Score -4250672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4250672.000000 Penalty: 5419.372559
	Iteration 26F: 3 clusters Score -4250672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Entering Unmasked Estep 
Score: -2403261.500000 Penalty: 2605.928467
	Iteration 0F: 2 clusters Score -2403262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2378335.000000 Penalty: 5211.856934
	Iteration 0F: 3 clusters Score -2378335 nChanged 16786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2388111.500000 Penalty: 5211.856934
	Iteration 1F: 3 clusters Score -2388112 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2389580.250000 Penalty: 5211.856934
	Iteration 2F: 3 clusters Score -2389580 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2391601.250000 Penalty: 5211.856934
	Iteration 3F: 3 clusters Score -2391601 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -2393921.250000 Penalty: 5211.856934
	Iteration 4F: 3 clusters Score -2393921 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -2395748.250000 Penalty: 5211.856934
	Iteration 5F: 3 clusters Score -2395748 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -2397008.500000 Penalty: 5211.856934
	Iteration 6F: 3 clusters Score -2397008 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -2397823.750000 Penalty: 5211.856934
	Iteration 7Q: 3 clusters Score -2397824 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -2398410.500000 Penalty: 5211.856934
	Iteration 8Q: 3 clusters Score -2398410 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -2398851.750000 Penalty: 5211.856934
	Iteration 9Q: 3 clusters Score -2398852 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -2399224.500000 Penalty: 5211.856934
	Iteration 10Q: 3 clusters Score -2399224 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -2399509.250000 Penalty: 5211.856934
	Iteration 11Q: 3 clusters Score -2399509 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -2399751.000000 Penalty: 5211.856934
	Iteration 12Q: 3 clusters Score -2399751 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -2399933.250000 Penalty: 5211.856934
	Iteration 13Q: 3 clusters Score -2399933 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -2400046.250000 Penalty: 5211.856934
	Iteration 14Q: 3 clusters Score -2400046 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -2400142.500000 Penalty: 5211.856934
	Iteration 15Q: 3 clusters Score -2400142 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2400224.500000 Penalty: 5211.856934
	Iteration 16Q: 3 clusters Score -2400224 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -2400277.750000 Penalty: 5211.856934
	Iteration 17Q: 3 clusters Score -2400278 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2400326.000000 Penalty: 5211.856934
	Iteration 18Q: 3 clusters Score -2400326 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2400373.500000 Penalty: 5211.856934
	Iteration 19Q: 3 clusters Score -2400374 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2400431.750000 Penalty: 5211.856934
	Iteration 20F: 3 clusters Score -2400432 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2400502.750000 Penalty: 5211.856934
	Iteration 21Q: 3 clusters Score -2400503 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -2400543.250000 Penalty: 5211.856934
	Iteration 22Q: 3 clusters Score -2400543 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2400605.750000 Penalty: 5211.856934
	Iteration 23Q: 3 clusters Score -2400606 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2400674.500000 Penalty: 5211.856934
	Iteration 24Q: 3 clusters Score -2400674 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2400740.750000 Penalty: 5211.856934
	Iteration 25Q: 3 clusters Score -2400741 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2400793.500000 Penalty: 5211.856934
	Iteration 26Q: 3 clusters Score -2400794 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -2400875.750000 Penalty: 5211.856934
	Iteration 27Q: 3 clusters Score -2400876 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2400958.500000 Penalty: 5211.856934
	Iteration 28Q: 3 clusters Score -2400958 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2401038.500000 Penalty: 5211.856934
	Iteration 29Q: 3 clusters Score -2401038 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2401118.500000 Penalty: 5211.856934
	Iteration 30Q: 3 clusters Score -2401118 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2401205.750000 Penalty: 5211.856934
	Iteration 31Q: 3 clusters Score -2401206 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2401276.000000 Penalty: 5211.856934
	Iteration 32Q: 3 clusters Score -2401276 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2401361.750000 Penalty: 5211.856934
	Iteration 33Q: 3 clusters Score -2401362 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2401450.500000 Penalty: 5211.856934
	Iteration 34Q: 3 clusters Score -2401450 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2401550.750000 Penalty: 5211.856934
	Iteration 35Q: 3 clusters Score -2401551 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2401656.500000 Penalty: 5211.856934
	Iteration 36Q: 3 clusters Score -2401656 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2401776.500000 Penalty: 5211.856934
	Iteration 37Q: 3 clusters Score -2401776 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2401909.000000 Penalty: 5211.856934
	Iteration 38Q: 3 clusters Score -2401909 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2402052.500000 Penalty: 5211.856934
	Iteration 39Q: 3 clusters Score -2402052 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2402185.250000 Penalty: 5211.856934
	Iteration 40F: 3 clusters Score -2402185 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2402338.500000 Penalty: 5211.856934
	Iteration 41Q: 3 clusters Score -2402338 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2402494.500000 Penalty: 5211.856934
	Iteration 42Q: 3 clusters Score -2402494 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2402652.750000 Penalty: 5211.856934
	Iteration 43Q: 3 clusters Score -2402653 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2402828.250000 Penalty: 5211.856934
	Iteration 44Q: 3 clusters Score -2402828 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2402998.250000 Penalty: 5211.856934
	Iteration 45Q: 3 clusters Score -2402998 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2403159.000000 Penalty: 5211.856934
	Iteration 46Q: 3 clusters Score -2403159 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2403295.250000 Penalty: 5211.856934
	Iteration 47Q: 3 clusters Score -2403295 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2403415.000000 Penalty: 5211.856934
	Iteration 48Q: 3 clusters Score -2403415 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2403535.000000 Penalty: 5211.856934
	Iteration 49Q: 3 clusters Score -2403535 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2403616.250000 Penalty: 5211.856934
	Iteration 50Q: 3 clusters Score -2403616 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2403688.750000 Penalty: 5211.856934
	Iteration 51Q: 3 clusters Score -2403689 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2403767.250000 Penalty: 5211.856934
	Iteration 52Q: 3 clusters Score -2403767 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2403828.500000 Penalty: 5211.856934
	Iteration 53Q: 3 clusters Score -2403828 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2403864.250000 Penalty: 5211.856934
	Iteration 54Q: 3 clusters Score -2403864 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2403920.500000 Penalty: 5211.856934
	Iteration 55Q: 3 clusters Score -2403920 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2403968.500000 Penalty: 5211.856934
	Iteration 56Q: 3 clusters Score -2403968 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2404007.750000 Penalty: 5211.856934
	Iteration 57Q: 3 clusters Score -2404008 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2404043.500000 Penalty: 5211.856934
	Iteration 58Q: 3 clusters Score -2404044 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2404068.250000 Penalty: 5211.856934
	Iteration 59Q: 3 clusters Score -2404068 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2404127.750000 Penalty: 5211.856934
	Iteration 60F: 3 clusters Score -2404128 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2404159.000000 Penalty: 5211.856934
	Iteration 61Q: 3 clusters Score -2404159 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2404180.750000 Penalty: 5211.856934
	Iteration 62Q: 3 clusters Score -2404181 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2404227.750000 Penalty: 5211.856934
	Iteration 63Q: 3 clusters Score -2404228 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2404251.750000 Penalty: 5211.856934
	Iteration 64Q: 3 clusters Score -2404252 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2404269.750000 Penalty: 5211.856934
	Iteration 65Q: 3 clusters Score -2404270 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2404274.750000 Penalty: 5211.856934
	Iteration 66Q: 3 clusters Score -2404275 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2404290.500000 Penalty: 5211.856934
	Iteration 67Q: 3 clusters Score -2404290 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2404294.000000 Penalty: 5211.856934
	Iteration 68Q: 3 clusters Score -2404294 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2404302.000000 Penalty: 5211.856934
	Iteration 69Q: 3 clusters Score -2404302 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2404307.000000 Penalty: 5211.856934
	Iteration 70Q: 3 clusters Score -2404307 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2404313.750000 Penalty: 5211.856934
	Iteration 71Q: 3 clusters Score -2404314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2404313.500000 Penalty: 5211.856934
	Iteration 72Q: 3 clusters Score -2404314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2404320.250000 Penalty: 5211.856934
	Iteration 73Q: 3 clusters Score -2404320 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -2404323.250000 Penalty: 5211.856934
	Iteration 74Q: 3 clusters Score -2404323 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2404337.750000 Penalty: 5211.856934
	Iteration 75Q: 3 clusters Score -2404338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2404330.750000 Penalty: 5211.856934
	Iteration 76Q: 3 clusters Score -2404331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2404338.250000 Penalty: 5211.856934
	Iteration 77Q: 3 clusters Score -2404338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2404340.000000 Penalty: 5211.856934
	Iteration 78Q: 3 clusters Score -2404340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2404344.750000 Penalty: 5211.856934
	Iteration 79Q: 3 clusters Score -2404345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2404348.000000 Penalty: 5211.856934
	Iteration 80F: 3 clusters Score -2404348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2404350.250000 Penalty: 5211.856934
	Iteration 81Q: 3 clusters Score -2404350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2404353.000000 Penalty: 5211.856934
	Iteration 82Q: 3 clusters Score -2404353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2404351.250000 Penalty: 5211.856934
	Iteration 83Q: 3 clusters Score -2404351 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2404365.000000 Penalty: 5211.856934
	Iteration 84Q: 3 clusters Score -2404365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2404366.250000 Penalty: 5211.856934
	Iteration 85Q: 3 clusters Score -2404366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2404364.000000 Penalty: 5211.856934
	Iteration 86Q: 3 clusters Score -2404364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2404364.750000 Penalty: 5211.856934
	Iteration 87Q: 3 clusters Score -2404365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2404360.000000 Penalty: 5211.856934
	Iteration 88Q: 3 clusters Score -2404360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2404364.750000 Penalty: 5211.856934
	Iteration 89Q: 3 clusters Score -2404365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2404369.250000 Penalty: 5211.856934
	Iteration 90Q: 3 clusters Score -2404369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2404373.250000 Penalty: 5211.856934
	Iteration 91Q: 3 clusters Score -2404373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2404380.000000 Penalty: 5211.856934
	Iteration 92Q: 3 clusters Score -2404380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2404380.750000 Penalty: 5211.856934
	Iteration 93Q: 3 clusters Score -2404381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2404381.000000 Penalty: 5211.856934
	Iteration 94Q: 3 clusters Score -2404381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2404379.250000 Penalty: 5211.856934
	Iteration 95Q: 3 clusters Score -2404379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -2404378.750000 Penalty: 5211.856934
	Iteration 96Q: 3 clusters Score -2404379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2404381.000000 Penalty: 5211.856934
	Iteration 97Q: 3 clusters Score -2404381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2404380.250000 Penalty: 5211.856934
	Iteration 98Q: 3 clusters Score -2404380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2404383.250000 Penalty: 5211.856934
	Iteration 99Q: 3 clusters Score -2404383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2404385.250000 Penalty: 5211.856934
	Iteration 100F: 3 clusters Score -2404385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2404385.750000 Penalty: 5211.856934
	Iteration 101Q: 3 clusters Score -2404386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2404385.750000 Penalty: 5211.856934
	Iteration 102F: 3 clusters Score -2404386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 7209 members 
Mstep: Class 4 contains 131212 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 55612 members 
Mstep: Class 7 contains 30474 members 
Mstep: Class 8 contains 6957 members 
Mstep: Class 9 contains 203175 members 
Mstep: Class 10 contains 15446 members 
Mstep: Class 11 contains 80667 members 
Mstep: Class 12 contains 23996 members 
Mstep: Class 13 contains 22231 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 47235 members 
Mstep: Class 16 contains 3127 members 
Mstep: Class 17 contains 14020 members 
Mstep: Class 18 contains 211481 members 
Mstep: Class 19 contains 396018 members 
Mstep: Class 20 contains 4814 members 
Mstep: Class 21 contains 6117 members 
Mstep: Class 22 contains 4980 members 
Mstep: Class 23 contains 26754 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 10929 members 
Mstep: Class 26 contains 12607 members 
Mstep: Class 27 contains 14642 members 
Mstep: Class 28 contains 19979 members 
Mstep: Class 29 contains 1111 members 
Mstep: Class 30 contains 6125 members 
Entering Unmasked Estep 
Score: -102241200.000000 Penalty: 105375.398438
Splitting cluster 7 changes total score from -102240056.000000 to -102241200.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 8 (6957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Entering Unmasked Estep 
Score: -419392.250000 Penalty: 2194.180908
	Iteration 0F: 2 clusters Score -419392.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -413788.906250 Penalty: 4388.361816
	Iteration 0F: 3 clusters Score -413788.9 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -416980.875000 Penalty: 4388.361816
	Iteration 1F: 3 clusters Score -416980.9 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -420928.593750 Penalty: 4388.361816
	Iteration 2F: 3 clusters Score -420928.6 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -424346.062500 Penalty: 4388.361816
	Iteration 3F: 3 clusters Score -424346.1 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -425725.593750 Penalty: 4388.361816
	Iteration 4F: 3 clusters Score -425725.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -426235.406250 Penalty: 4388.361816
	Iteration 5Q: 3 clusters Score -426235.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -426403.906250 Penalty: 4388.361816
	Iteration 6Q: 3 clusters Score -426403.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -426471.937500 Penalty: 4388.361816
	Iteration 7Q: 3 clusters Score -426471.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -426512.500000 Penalty: 4388.361816
	Iteration 8Q: 3 clusters Score -426512.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -426532.375000 Penalty: 4388.361816
	Iteration 9Q: 3 clusters Score -426532.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -426541.718750 Penalty: 4388.361816
	Iteration 10Q: 3 clusters Score -426541.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -426548.000000 Penalty: 4388.361816
	Iteration 11Q: 3 clusters Score -426548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -426551.812500 Penalty: 4388.361816
	Iteration 12Q: 3 clusters Score -426551.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -426554.281250 Penalty: 4388.361816
	Iteration 13Q: 3 clusters Score -426554.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -426557.250000 Penalty: 4388.361816
	Iteration 14Q: 3 clusters Score -426557.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -426559.062500 Penalty: 4388.361816
	Iteration 15Q: 3 clusters Score -426559.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -426560.625000 Penalty: 4388.361816
	Iteration 16Q: 3 clusters Score -426560.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -426561.156250 Penalty: 4388.361816
	Iteration 17Q: 3 clusters Score -426561.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -426562.437500 Penalty: 4388.361816
	Iteration 18Q: 3 clusters Score -426562.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -426562.437500 Penalty: 4388.361816
	Iteration 19Q: 3 clusters Score -426562.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -426563.750000 Penalty: 4388.361816
	Iteration 20F: 3 clusters Score -426563.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -426563.406250 Penalty: 4388.361816
	Iteration 21Q: 3 clusters Score -426563.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -426564.156250 Penalty: 4388.361816
	Iteration 22Q: 3 clusters Score -426564.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -426564.968750 Penalty: 4388.361816
	Iteration 23Q: 3 clusters Score -426565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -426563.937500 Penalty: 4388.361816
	Iteration 24Q: 3 clusters Score -426563.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -426563.937500 Penalty: 4388.361816
	Iteration 25Q: 3 clusters Score -426563.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -426565.562500 Penalty: 4388.361816
	Iteration 26Q: 3 clusters Score -426565.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -426566.656250 Penalty: 4388.361816
	Iteration 27Q: 3 clusters Score -426566.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -426565.875000 Penalty: 4388.361816
	Iteration 28Q: 3 clusters Score -426565.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -426567.031250 Penalty: 4388.361816
	Iteration 29Q: 3 clusters Score -426567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -426567.093750 Penalty: 4388.361816
	Iteration 30Q: 3 clusters Score -426567.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -426567.000000 Penalty: 4388.361816
	Iteration 31Q: 3 clusters Score -426567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -426569.000000 Penalty: 4388.361816
	Iteration 32Q: 3 clusters Score -426569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -426569.000000 Penalty: 4388.361816
	Iteration 33F: 3 clusters Score -426569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 7209 members 
Mstep: Class 4 contains 131212 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 55612 members 
Mstep: Class 7 contains 30474 members 
Mstep: Class 8 contains 3537 members 
Mstep: Class 9 contains 203175 members 
Mstep: Class 10 contains 15446 members 
Mstep: Class 11 contains 80667 members 
Mstep: Class 12 contains 23996 members 
Mstep: Class 13 contains 22231 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 47235 members 
Mstep: Class 16 contains 3127 members 
Mstep: Class 17 contains 14020 members 
Mstep: Class 18 contains 211481 members 
Mstep: Class 19 contains 396018 members 
Mstep: Class 20 contains 4814 members 
Mstep: Class 21 contains 6117 members 
Mstep: Class 22 contains 4980 members 
Mstep: Class 23 contains 26754 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 10929 members 
Mstep: Class 26 contains 12607 members 
Mstep: Class 27 contains 14642 members 
Mstep: Class 28 contains 19979 members 
Mstep: Class 29 contains 1111 members 
Mstep: Class 30 contains 6125 members 
Mstep: Class 31 contains 3420 members 
Entering Unmasked Estep 
Score: -102246552.000000 Penalty: 108887.906250
Splitting cluster 8 changes total score from -102240056.000000 to -102246552.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 9 (203175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203175 members 
Entering Unmasked Estep 
Score: -15640183.000000 Penalty: 3031.011963
	Iteration 0F: 2 clusters Score -1.564018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101734 members 
Mstep: Class 2 contains 101441 members 
Entering Unmasked Estep 
Score: -15504053.000000 Penalty: 6062.023926
	Iteration 0F: 3 clusters Score -1.550405e+07 nChanged 97532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103766 members 
Mstep: Class 2 contains 99409 members 
Entering Unmasked Estep 
Score: -15560678.000000 Penalty: 6062.023926
	Iteration 1F: 3 clusters Score -1.556068e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104894 members 
Mstep: Class 2 contains 98281 members 
Entering Unmasked Estep 
Score: -15561727.000000 Penalty: 6062.023926
	Iteration 2Q: 3 clusters Score -1.556173e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106702 members 
Mstep: Class 2 contains 96473 members 
Entering Unmasked Estep 
Score: -15563272.000000 Penalty: 6062.023926
	Iteration 3Q: 3 clusters Score -1.556327e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109672 members 
Mstep: Class 2 contains 93503 members 
Entering Unmasked Estep 
Score: -15565261.000000 Penalty: 6062.023926
	Iteration 4Q: 3 clusters Score -1.556526e+07 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114044 members 
Mstep: Class 2 contains 89131 members 
Entering Unmasked Estep 
Score: -15568195.000000 Penalty: 6062.023926
	Iteration 5Q: 3 clusters Score -1.55682e+07 nChanged 9375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120115 members 
Mstep: Class 2 contains 83060 members 
Entering Unmasked Estep 
Score: -15572781.000000 Penalty: 6062.023926
	Iteration 6Q: 3 clusters Score -1.557278e+07 nChanged 11105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128108 members 
Mstep: Class 2 contains 75067 members 
Entering Unmasked Estep 
Score: -15579886.000000 Penalty: 6062.023926
	Iteration 7F: 3 clusters Score -1.557989e+07 nChanged 12703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137515 members 
Mstep: Class 2 contains 65660 members 
Entering Unmasked Estep 
Score: -15589412.000000 Penalty: 6062.023926
	Iteration 8F: 3 clusters Score -1.558941e+07 nChanged 12763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146600 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -15599762.000000 Penalty: 6062.023926
	Iteration 9F: 3 clusters Score -1.559976e+07 nChanged 10906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153768 members 
Mstep: Class 2 contains 49407 members 
Entering Unmasked Estep 
Score: -15607681.000000 Penalty: 6062.023926
	Iteration 10F: 3 clusters Score -1.560768e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159094 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -15612261.000000 Penalty: 6062.023926
	Iteration 11Q: 3 clusters Score -1.561226e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163634 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -15614972.000000 Penalty: 6062.023926
	Iteration 12Q: 3 clusters Score -1.561497e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168004 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -15617122.000000 Penalty: 6062.023926
	Iteration 13Q: 3 clusters Score -1.561712e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172275 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -15619205.000000 Penalty: 6062.023926
	Iteration 14Q: 3 clusters Score -1.56192e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176412 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -15621540.000000 Penalty: 6062.023926
	Iteration 15Q: 3 clusters Score -1.562154e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180386 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -15623630.000000 Penalty: 6062.023926
	Iteration 16Q: 3 clusters Score -1.562363e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184033 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -15625786.000000 Penalty: 6062.023926
	Iteration 17Q: 3 clusters Score -1.562579e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187342 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -15627789.000000 Penalty: 6062.023926
	Iteration 18Q: 3 clusters Score -1.562779e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190205 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -15629489.000000 Penalty: 6062.023926
	Iteration 19Q: 3 clusters Score -1.562949e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192714 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -15631332.000000 Penalty: 6062.023926
	Iteration 20F: 3 clusters Score -1.563133e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194777 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -15632821.000000 Penalty: 6062.023926
	Iteration 21Q: 3 clusters Score -1.563282e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196361 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -15634047.000000 Penalty: 6062.023926
	Iteration 22Q: 3 clusters Score -1.563405e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197558 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -15634997.000000 Penalty: 6062.023926
	Iteration 23Q: 3 clusters Score -1.5635e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198449 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -15635704.000000 Penalty: 6062.023926
	Iteration 24Q: 3 clusters Score -1.56357e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199132 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -15636182.000000 Penalty: 6062.023926
	Iteration 25Q: 3 clusters Score -1.563618e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199656 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -15636549.000000 Penalty: 6062.023926
	Iteration 26Q: 3 clusters Score -1.563655e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200054 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -15636793.000000 Penalty: 6062.023926
	Iteration 27Q: 3 clusters Score -1.563679e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200360 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -15636896.000000 Penalty: 6062.023926
	Iteration 28Q: 3 clusters Score -1.56369e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200601 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -15637066.000000 Penalty: 6062.023926
	Iteration 29Q: 3 clusters Score -1.563707e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200821 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -15637204.000000 Penalty: 6062.023926
	Iteration 30Q: 3 clusters Score -1.56372e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200986 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -15637287.000000 Penalty: 6062.023926
	Iteration 31Q: 3 clusters Score -1.563729e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201123 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -15637393.000000 Penalty: 6062.023926
	Iteration 32Q: 3 clusters Score -1.563739e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201221 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -15637398.000000 Penalty: 6062.023926
	Iteration 33Q: 3 clusters Score -1.56374e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201298 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -15637465.000000 Penalty: 6062.023926
	Iteration 34Q: 3 clusters Score -1.563746e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201364 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -15637468.000000 Penalty: 6062.023926
	Iteration 35Q: 3 clusters Score -1.563747e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201432 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -15637513.000000 Penalty: 6062.023926
	Iteration 36Q: 3 clusters Score -1.563751e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201491 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -15637518.000000 Penalty: 6062.023926
	Iteration 37Q: 3 clusters Score -1.563752e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201547 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -15637568.000000 Penalty: 6062.023926
	Iteration 38Q: 3 clusters Score -1.563757e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201589 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -15637582.000000 Penalty: 6062.023926
	Iteration 39Q: 3 clusters Score -1.563758e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201621 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -15637592.000000 Penalty: 6062.023926
	Iteration 40F: 3 clusters Score -1.563759e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201655 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -15637624.000000 Penalty: 6062.023926
	Iteration 41Q: 3 clusters Score -1.563762e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201697 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -15637617.000000 Penalty: 6062.023926
	Iteration 42Q: 3 clusters Score -1.563762e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201736 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -15637652.000000 Penalty: 6062.023926
	Iteration 43Q: 3 clusters Score -1.563765e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201770 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -15637671.000000 Penalty: 6062.023926
	Iteration 44Q: 3 clusters Score -1.563767e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201806 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -15637694.000000 Penalty: 6062.023926
	Iteration 45Q: 3 clusters Score -1.563769e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201832 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -15637701.000000 Penalty: 6062.023926
	Iteration 46Q: 3 clusters Score -1.56377e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201850 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -15637696.000000 Penalty: 6062.023926
	Iteration 47Q: 3 clusters Score -1.56377e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201862 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -15637724.000000 Penalty: 6062.023926
	Iteration 48Q: 3 clusters Score -1.563772e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201874 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -15637734.000000 Penalty: 6062.023926
	Iteration 49Q: 3 clusters Score -1.563773e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201887 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -15637757.000000 Penalty: 6062.023926
	Iteration 50Q: 3 clusters Score -1.563776e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201895 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -15637759.000000 Penalty: 6062.023926
	Iteration 51Q: 3 clusters Score -1.563776e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201905 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -15637755.000000 Penalty: 6062.023926
	Iteration 52Q: 3 clusters Score -1.563776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201912 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -15637770.000000 Penalty: 6062.023926
	Iteration 53Q: 3 clusters Score -1.563777e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201922 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -15637781.000000 Penalty: 6062.023926
	Iteration 54Q: 3 clusters Score -1.563778e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201940 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -15637787.000000 Penalty: 6062.023926
	Iteration 55Q: 3 clusters Score -1.563779e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201956 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -15637796.000000 Penalty: 6062.023926
	Iteration 56Q: 3 clusters Score -1.56378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201965 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -15637801.000000 Penalty: 6062.023926
	Iteration 57Q: 3 clusters Score -1.56378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201968 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -15637801.000000 Penalty: 6062.023926
	Iteration 58Q: 3 clusters Score -1.56378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201973 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -15637807.000000 Penalty: 6062.023926
	Iteration 59Q: 3 clusters Score -1.563781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201979 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -15637808.000000 Penalty: 6062.023926
	Iteration 60F: 3 clusters Score -1.563781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201982 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -15637827.000000 Penalty: 6062.023926
	Iteration 61Q: 3 clusters Score -1.563783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201985 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -15637823.000000 Penalty: 6062.023926
	Iteration 62Q: 3 clusters Score -1.563782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201985 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -15637806.000000 Penalty: 6062.023926
	Iteration 63Q: 3 clusters Score -1.563781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201988 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -15637807.000000 Penalty: 6062.023926
	Iteration 64Q: 3 clusters Score -1.563781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201993 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -15637813.000000 Penalty: 6062.023926
	Iteration 65Q: 3 clusters Score -1.563781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201997 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -15637815.000000 Penalty: 6062.023926
	Iteration 66Q: 3 clusters Score -1.563782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202000 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -15637811.000000 Penalty: 6062.023926
	Iteration 67Q: 3 clusters Score -1.563781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202003 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -15637816.000000 Penalty: 6062.023926
	Iteration 68Q: 3 clusters Score -1.563782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202007 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -15637822.000000 Penalty: 6062.023926
	Iteration 69Q: 3 clusters Score -1.563782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202009 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -15637823.000000 Penalty: 6062.023926
	Iteration 70Q: 3 clusters Score -1.563782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202011 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -15637830.000000 Penalty: 6062.023926
	Iteration 71Q: 3 clusters Score -1.563783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202012 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -15637831.000000 Penalty: 6062.023926
	Iteration 72Q: 3 clusters Score -1.563783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202012 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -15637831.000000 Penalty: 6062.023926
	Iteration 73F: 3 clusters Score -1.563783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Entering Unmasked Estep 
Score: -1138746.875000 Penalty: 2391.986084
	Iteration 0F: 2 clusters Score -1138747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1127555.375000 Penalty: 4783.972168
	Iteration 0F: 3 clusters Score -1127555 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1131228.625000 Penalty: 4783.972168
	Iteration 1F: 3 clusters Score -1131229 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1131665.750000 Penalty: 4783.972168
	Iteration 2F: 3 clusters Score -1131666 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1132140.125000 Penalty: 4783.972168
	Iteration 3F: 3 clusters Score -1132140 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1132710.125000 Penalty: 4783.972168
	Iteration 4F: 3 clusters Score -1132710 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1133310.625000 Penalty: 4783.972168
	Iteration 5F: 3 clusters Score -1133311 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1133935.125000 Penalty: 4783.972168
	Iteration 6F: 3 clusters Score -1133935 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1134442.750000 Penalty: 4783.972168
	Iteration 7F: 3 clusters Score -1134443 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1134924.125000 Penalty: 4783.972168
	Iteration 8F: 3 clusters Score -1134924 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1135327.875000 Penalty: 4783.972168
	Iteration 9Q: 3 clusters Score -1135328 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1135691.500000 Penalty: 4783.972168
	Iteration 10Q: 3 clusters Score -1135692 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1135982.125000 Penalty: 4783.972168
	Iteration 11Q: 3 clusters Score -1135982 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1136201.500000 Penalty: 4783.972168
	Iteration 12Q: 3 clusters Score -1136202 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1136366.375000 Penalty: 4783.972168
	Iteration 13Q: 3 clusters Score -1136366 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1136518.750000 Penalty: 4783.972168
	Iteration 14Q: 3 clusters Score -1136519 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1136643.125000 Penalty: 4783.972168
	Iteration 15Q: 3 clusters Score -1136643 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1136793.375000 Penalty: 4783.972168
	Iteration 16Q: 3 clusters Score -1136793 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1136987.000000 Penalty: 4783.972168
	Iteration 17Q: 3 clusters Score -1136987 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1137208.875000 Penalty: 4783.972168
	Iteration 18Q: 3 clusters Score -1137209 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1137501.750000 Penalty: 4783.972168
	Iteration 19Q: 3 clusters Score -1137502 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1137866.625000 Penalty: 4783.972168
	Iteration 20F: 3 clusters Score -1137867 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1138228.750000 Penalty: 4783.972168
	Iteration 21Q: 3 clusters Score -1138229 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1138445.125000 Penalty: 4783.972168
	Iteration 22Q: 3 clusters Score -1138445 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1138563.750000 Penalty: 4783.972168
	Iteration 23Q: 3 clusters Score -1138564 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1138632.250000 Penalty: 4783.972168
	Iteration 24Q: 3 clusters Score -1138632 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1138681.500000 Penalty: 4783.972168
	Iteration 25Q: 3 clusters Score -1138682 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1138727.250000 Penalty: 4783.972168
	Iteration 26Q: 3 clusters Score -1138727 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1138774.250000 Penalty: 4783.972168
	Iteration 27Q: 3 clusters Score -1138774 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1138831.625000 Penalty: 4783.972168
	Iteration 28Q: 3 clusters Score -1138832 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1138884.750000 Penalty: 4783.972168
	Iteration 29Q: 3 clusters Score -1138885 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1138933.125000 Penalty: 4783.972168
	Iteration 30Q: 3 clusters Score -1138933 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1138977.375000 Penalty: 4783.972168
	Iteration 31Q: 3 clusters Score -1138977 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1139019.875000 Penalty: 4783.972168
	Iteration 32Q: 3 clusters Score -1139020 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1139064.000000 Penalty: 4783.972168
	Iteration 33Q: 3 clusters Score -1139064 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1139094.750000 Penalty: 4783.972168
	Iteration 34Q: 3 clusters Score -1139095 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1139121.125000 Penalty: 4783.972168
	Iteration 35Q: 3 clusters Score -1139121 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1139139.625000 Penalty: 4783.972168
	Iteration 36Q: 3 clusters Score -1139140 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1139151.125000 Penalty: 4783.972168
	Iteration 37Q: 3 clusters Score -1139151 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1139161.000000 Penalty: 4783.972168
	Iteration 38Q: 3 clusters Score -1139161 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1139172.875000 Penalty: 4783.972168
	Iteration 39Q: 3 clusters Score -1139173 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1139182.125000 Penalty: 4783.972168
	Iteration 40F: 3 clusters Score -1139182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1139187.250000 Penalty: 4783.972168
	Iteration 41Q: 3 clusters Score -1139187 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1139195.250000 Penalty: 4783.972168
	Iteration 42Q: 3 clusters Score -1139195 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1139200.000000 Penalty: 4783.972168
	Iteration 43Q: 3 clusters Score -1139200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1139200.750000 Penalty: 4783.972168
	Iteration 44Q: 3 clusters Score -1139201 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1139211.625000 Penalty: 4783.972168
	Iteration 45Q: 3 clusters Score -1139212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1139211.375000 Penalty: 4783.972168
	Iteration 46Q: 3 clusters Score -1139211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1139213.750000 Penalty: 4783.972168
	Iteration 47Q: 3 clusters Score -1139214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1139215.125000 Penalty: 4783.972168
	Iteration 48Q: 3 clusters Score -1139215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1139216.000000 Penalty: 4783.972168
	Iteration 49Q: 3 clusters Score -1139216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1139217.750000 Penalty: 4783.972168
	Iteration 50Q: 3 clusters Score -1139218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1139219.125000 Penalty: 4783.972168
	Iteration 51Q: 3 clusters Score -1139219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1139219.875000 Penalty: 4783.972168
	Iteration 52Q: 3 clusters Score -1139220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1139222.000000 Penalty: 4783.972168
	Iteration 53Q: 3 clusters Score -1139222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1139224.125000 Penalty: 4783.972168
	Iteration 54Q: 3 clusters Score -1139224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1139224.125000 Penalty: 4783.972168
	Iteration 55Q: 3 clusters Score -1139224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1139223.625000 Penalty: 4783.972168
	Iteration 56Q: 3 clusters Score -1139224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1139223.625000 Penalty: 4783.972168
	Iteration 57F: 3 clusters Score -1139224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 7209 members 
Mstep: Class 4 contains 131212 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 55612 members 
Mstep: Class 7 contains 30474 members 
Mstep: Class 8 contains 3537 members 
Mstep: Class 9 contains 203175 members 
Mstep: Class 10 contains 10962 members 
Mstep: Class 11 contains 80667 members 
Mstep: Class 12 contains 23996 members 
Mstep: Class 13 contains 22231 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 47235 members 
Mstep: Class 16 contains 3127 members 
Mstep: Class 17 contains 14020 members 
Mstep: Class 18 contains 211481 members 
Mstep: Class 19 contains 396018 members 
Mstep: Class 20 contains 4814 members 
Mstep: Class 21 contains 6117 members 
Mstep: Class 22 contains 4980 members 
Mstep: Class 23 contains 26754 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 10929 members 
Mstep: Class 26 contains 12607 members 
Mstep: Class 27 contains 14642 members 
Mstep: Class 28 contains 19979 members 
Mstep: Class 29 contains 1111 members 
Mstep: Class 30 contains 6125 members 
Mstep: Class 31 contains 3420 members 
Mstep: Class 32 contains 4484 members 
Entering Unmasked Estep 
Score: -102245776.000000 Penalty: 112400.421875
Splitting cluster 10 changes total score from -102240056.000000 to -102245776.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 11 (80667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80667 members 
Entering Unmasked Estep 
Score: -6151250.500000 Penalty: 2801.925049
	Iteration 0F: 2 clusters Score -6151250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -6097153.500000 Penalty: 5603.850098
	Iteration 0F: 3 clusters Score -6097154 nChanged 37786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -6118502.000000 Penalty: 5603.850098
	Iteration 1F: 3 clusters Score -6118502 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -6119240.000000 Penalty: 5603.850098
	Iteration 2Q: 3 clusters Score -6119240 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -6120151.000000 Penalty: 5603.850098
	Iteration 3Q: 3 clusters Score -6120151 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -6121441.000000 Penalty: 5603.850098
	Iteration 4Q: 3 clusters Score -6121441 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -6123261.000000 Penalty: 5603.850098
	Iteration 5Q: 3 clusters Score -6123261 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -6125729.500000 Penalty: 5603.850098
	Iteration 6F: 3 clusters Score -6125730 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -6129047.500000 Penalty: 5603.850098
	Iteration 7F: 3 clusters Score -6129048 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60553 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -6133003.000000 Penalty: 5603.850098
	Iteration 8F: 3 clusters Score -6133003 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65281 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -6137222.000000 Penalty: 5603.850098
	Iteration 9F: 3 clusters Score -6137222 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69605 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -6140840.500000 Penalty: 5603.850098
	Iteration 10F: 3 clusters Score -6140840 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73091 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -6143648.000000 Penalty: 5603.850098
	Iteration 11Q: 3 clusters Score -6143648 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75642 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -6145604.500000 Penalty: 5603.850098
	Iteration 12Q: 3 clusters Score -6145604 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77399 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -6146912.000000 Penalty: 5603.850098
	Iteration 13Q: 3 clusters Score -6146912 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78444 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -6147639.500000 Penalty: 5603.850098
	Iteration 14Q: 3 clusters Score -6147640 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79052 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6148082.000000 Penalty: 5603.850098
	Iteration 15Q: 3 clusters Score -6148082 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79439 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -6148404.000000 Penalty: 5603.850098
	Iteration 16Q: 3 clusters Score -6148404 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79649 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -6148542.000000 Penalty: 5603.850098
	Iteration 17Q: 3 clusters Score -6148542 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79771 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6148637.000000 Penalty: 5603.850098
	Iteration 18Q: 3 clusters Score -6148637 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79849 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6148734.000000 Penalty: 5603.850098
	Iteration 19Q: 3 clusters Score -6148734 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79905 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6148785.000000 Penalty: 5603.850098
	Iteration 20F: 3 clusters Score -6148785 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79952 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6148823.000000 Penalty: 5603.850098
	Iteration 21Q: 3 clusters Score -6148823 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79987 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6148863.500000 Penalty: 5603.850098
	Iteration 22Q: 3 clusters Score -6148864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80004 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6148877.500000 Penalty: 5603.850098
	Iteration 23Q: 3 clusters Score -6148878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80018 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6148883.500000 Penalty: 5603.850098
	Iteration 24Q: 3 clusters Score -6148884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80024 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6148882.500000 Penalty: 5603.850098
	Iteration 25Q: 3 clusters Score -6148882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80039 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6148895.000000 Penalty: 5603.850098
	Iteration 26Q: 3 clusters Score -6148895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80050 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6148905.500000 Penalty: 5603.850098
	Iteration 27Q: 3 clusters Score -6148906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80057 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6148906.500000 Penalty: 5603.850098
	Iteration 28Q: 3 clusters Score -6148906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80059 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6148916.500000 Penalty: 5603.850098
	Iteration 29Q: 3 clusters Score -6148916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80066 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6148920.500000 Penalty: 5603.850098
	Iteration 30Q: 3 clusters Score -6148920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80068 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6148921.500000 Penalty: 5603.850098
	Iteration 31Q: 3 clusters Score -6148922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80073 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6148930.000000 Penalty: 5603.850098
	Iteration 32Q: 3 clusters Score -6148930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80072 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6148932.500000 Penalty: 5603.850098
	Iteration 33Q: 3 clusters Score -6148932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80072 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6148931.000000 Penalty: 5603.850098
	Iteration 34Q: 3 clusters Score -6148931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80072 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6148931.000000 Penalty: 5603.850098
	Iteration 35F: 3 clusters Score -6148931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Entering Unmasked Estep 
Score: -1789233.000000 Penalty: 2501.239502
	Iteration 0F: 2 clusters Score -1789233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1772613.000000 Penalty: 5002.479004
	Iteration 0F: 3 clusters Score -1772613 nChanged 10637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1778561.625000 Penalty: 5002.479004
	Iteration 1F: 3 clusters Score -1778562 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1779481.250000 Penalty: 5002.479004
	Iteration 2F: 3 clusters Score -1779481 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1780691.375000 Penalty: 5002.479004
	Iteration 3F: 3 clusters Score -1780691 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1782070.375000 Penalty: 5002.479004
	Iteration 4F: 3 clusters Score -1782070 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1783373.000000 Penalty: 5002.479004
	Iteration 5F: 3 clusters Score -1783373 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1784355.125000 Penalty: 5002.479004
	Iteration 6F: 3 clusters Score -1784355 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1785143.250000 Penalty: 5002.479004
	Iteration 7F: 3 clusters Score -1785143 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1785651.250000 Penalty: 5002.479004
	Iteration 8Q: 3 clusters Score -1785651 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -1786014.750000 Penalty: 5002.479004
	Iteration 9Q: 3 clusters Score -1786015 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -1786271.750000 Penalty: 5002.479004
	Iteration 10Q: 3 clusters Score -1786272 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -1786499.500000 Penalty: 5002.479004
	Iteration 11Q: 3 clusters Score -1786500 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -1786661.000000 Penalty: 5002.479004
	Iteration 12Q: 3 clusters Score -1786661 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -1786783.750000 Penalty: 5002.479004
	Iteration 13Q: 3 clusters Score -1786784 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -1786899.750000 Penalty: 5002.479004
	Iteration 14Q: 3 clusters Score -1786900 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -1786992.000000 Penalty: 5002.479004
	Iteration 15Q: 3 clusters Score -1786992 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -1787085.875000 Penalty: 5002.479004
	Iteration 16Q: 3 clusters Score -1787086 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -1787171.875000 Penalty: 5002.479004
	Iteration 17Q: 3 clusters Score -1787172 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -1787241.625000 Penalty: 5002.479004
	Iteration 18Q: 3 clusters Score -1787242 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -1787297.500000 Penalty: 5002.479004
	Iteration 19Q: 3 clusters Score -1787298 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -1787354.875000 Penalty: 5002.479004
	Iteration 20F: 3 clusters Score -1787355 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -1787397.375000 Penalty: 5002.479004
	Iteration 21Q: 3 clusters Score -1787397 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -1787449.500000 Penalty: 5002.479004
	Iteration 22Q: 3 clusters Score -1787450 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -1787496.875000 Penalty: 5002.479004
	Iteration 23Q: 3 clusters Score -1787497 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -1787544.625000 Penalty: 5002.479004
	Iteration 24Q: 3 clusters Score -1787545 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -1787590.375000 Penalty: 5002.479004
	Iteration 25Q: 3 clusters Score -1787590 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -1787635.875000 Penalty: 5002.479004
	Iteration 26Q: 3 clusters Score -1787636 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -1787679.750000 Penalty: 5002.479004
	Iteration 27Q: 3 clusters Score -1787680 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -1787708.250000 Penalty: 5002.479004
	Iteration 28Q: 3 clusters Score -1787708 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -1787740.875000 Penalty: 5002.479004
	Iteration 29Q: 3 clusters Score -1787741 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -1787760.125000 Penalty: 5002.479004
	Iteration 30Q: 3 clusters Score -1787760 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -1787780.125000 Penalty: 5002.479004
	Iteration 31Q: 3 clusters Score -1787780 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -1787788.500000 Penalty: 5002.479004
	Iteration 32Q: 3 clusters Score -1787788 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -1787800.250000 Penalty: 5002.479004
	Iteration 33Q: 3 clusters Score -1787800 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -1787811.875000 Penalty: 5002.479004
	Iteration 34Q: 3 clusters Score -1787812 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -1787821.125000 Penalty: 5002.479004
	Iteration 35Q: 3 clusters Score -1787821 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -1787831.500000 Penalty: 5002.479004
	Iteration 36Q: 3 clusters Score -1787832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -1787829.250000 Penalty: 5002.479004
	Iteration 37Q: 3 clusters Score -1787829 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -1787841.250000 Penalty: 5002.479004
	Iteration 38Q: 3 clusters Score -1787841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -1787845.000000 Penalty: 5002.479004
	Iteration 39Q: 3 clusters Score -1787845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -1787841.500000 Penalty: 5002.479004
	Iteration 40F: 3 clusters Score -1787842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -1787847.125000 Penalty: 5002.479004
	Iteration 41Q: 3 clusters Score -1787847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -1787846.125000 Penalty: 5002.479004
	Iteration 42Q: 3 clusters Score -1787846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -1787844.625000 Penalty: 5002.479004
	Iteration 43Q: 3 clusters Score -1787845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -1787847.500000 Penalty: 5002.479004
	Iteration 44Q: 3 clusters Score -1787848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -1787847.500000 Penalty: 5002.479004
	Iteration 45F: 3 clusters Score -1787848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Entering Unmasked Estep 
Score: -1615032.750000 Penalty: 2482.292236
	Iteration 0F: 2 clusters Score -1615033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1599603.625000 Penalty: 4964.584473
	Iteration 0F: 3 clusters Score -1599604 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1605012.375000 Penalty: 4964.584473
	Iteration 1F: 3 clusters Score -1605012 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1605587.750000 Penalty: 4964.584473
	Iteration 2F: 3 clusters Score -1605588 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1606161.125000 Penalty: 4964.584473
	Iteration 3F: 3 clusters Score -1606161 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1606798.750000 Penalty: 4964.584473
	Iteration 4F: 3 clusters Score -1606799 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1607605.750000 Penalty: 4964.584473
	Iteration 5F: 3 clusters Score -1607606 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1608574.750000 Penalty: 4964.584473
	Iteration 6F: 3 clusters Score -1608575 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1609548.875000 Penalty: 4964.584473
	Iteration 7F: 3 clusters Score -1609549 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1610297.375000 Penalty: 4964.584473
	Iteration 8F: 3 clusters Score -1610297 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1610832.750000 Penalty: 4964.584473
	Iteration 9Q: 3 clusters Score -1610833 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1611284.875000 Penalty: 4964.584473
	Iteration 10Q: 3 clusters Score -1611285 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1611707.750000 Penalty: 4964.584473
	Iteration 11Q: 3 clusters Score -1611708 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1612230.625000 Penalty: 4964.584473
	Iteration 12Q: 3 clusters Score -1612231 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1612938.750000 Penalty: 4964.584473
	Iteration 13Q: 3 clusters Score -1612939 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1614055.250000 Penalty: 4964.584473
	Iteration 14Q: 3 clusters Score -1614055 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1615271.000000 Penalty: 4964.584473
	Iteration 15Q: 3 clusters Score -1615271 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1616053.375000 Penalty: 4964.584473
	Iteration 16Q: 3 clusters Score -1616053 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1616355.250000 Penalty: 4964.584473
	Iteration 17Q: 3 clusters Score -1616355 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1616463.625000 Penalty: 4964.584473
	Iteration 18Q: 3 clusters Score -1616464 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1616517.500000 Penalty: 4964.584473
	Iteration 19Q: 3 clusters Score -1616518 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1616555.000000 Penalty: 4964.584473
	Iteration 20F: 3 clusters Score -1616555 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1616576.125000 Penalty: 4964.584473
	Iteration 21Q: 3 clusters Score -1616576 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1616583.250000 Penalty: 4964.584473
	Iteration 22Q: 3 clusters Score -1616583 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1616594.250000 Penalty: 4964.584473
	Iteration 23Q: 3 clusters Score -1616594 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1616602.250000 Penalty: 4964.584473
	Iteration 24Q: 3 clusters Score -1616602 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1616609.750000 Penalty: 4964.584473
	Iteration 25Q: 3 clusters Score -1616610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1616615.625000 Penalty: 4964.584473
	Iteration 26Q: 3 clusters Score -1616616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1616619.750000 Penalty: 4964.584473
	Iteration 27Q: 3 clusters Score -1616620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1616624.750000 Penalty: 4964.584473
	Iteration 28Q: 3 clusters Score -1616625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1616622.375000 Penalty: 4964.584473
	Iteration 29Q: 3 clusters Score -1616622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1616619.750000 Penalty: 4964.584473
	Iteration 30Q: 3 clusters Score -1616620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1616621.125000 Penalty: 4964.584473
	Iteration 31Q: 3 clusters Score -1616621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1616621.375000 Penalty: 4964.584473
	Iteration 32Q: 3 clusters Score -1616621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1616618.000000 Penalty: 4964.584473
	Iteration 33Q: 3 clusters Score -1616618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1616619.500000 Penalty: 4964.584473
	Iteration 34Q: 3 clusters Score -1616620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1616617.625000 Penalty: 4964.584473
	Iteration 35Q: 3 clusters Score -1616618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1616623.625000 Penalty: 4964.584473
	Iteration 36Q: 3 clusters Score -1616624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1616623.125000 Penalty: 4964.584473
	Iteration 37Q: 3 clusters Score -1616623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1616621.250000 Penalty: 4964.584473
	Iteration 38Q: 3 clusters Score -1616621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1616621.875000 Penalty: 4964.584473
	Iteration 39Q: 3 clusters Score -1616622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1616624.750000 Penalty: 4964.584473
	Iteration 40F: 3 clusters Score -1616625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 7209 members 
Mstep: Class 4 contains 131212 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 55612 members 
Mstep: Class 7 contains 30474 members 
Mstep: Class 8 contains 3537 members 
Mstep: Class 9 contains 203175 members 
Mstep: Class 10 contains 10962 members 
Mstep: Class 11 contains 80667 members 
Mstep: Class 12 contains 23996 members 
Mstep: Class 13 contains 9359 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 47235 members 
Mstep: Class 16 contains 3127 members 
Mstep: Class 17 contains 14020 members 
Mstep: Class 18 contains 211481 members 
Mstep: Class 19 contains 396018 members 
Mstep: Class 20 contains 4814 members 
Mstep: Class 21 contains 6117 members 
Mstep: Class 22 contains 4980 members 
Mstep: Class 23 contains 26754 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 10929 members 
Mstep: Class 26 contains 12607 members 
Mstep: Class 27 contains 14642 members 
Mstep: Class 28 contains 19979 members 
Mstep: Class 29 contains 1111 members 
Mstep: Class 30 contains 6125 members 
Mstep: Class 31 contains 3420 members 
Mstep: Class 32 contains 4484 members 
Mstep: Class 33 contains 12872 members 
Entering Unmasked Estep 
Score: -102246256.000000 Penalty: 115912.937500
Splitting cluster 13 changes total score from -102240056.000000 to -102246256.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 14 (5126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Entering Unmasked Estep 
Score: -280531.562500 Penalty: 2118.436035
	Iteration 0F: 2 clusters Score -280531.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -276129.125000 Penalty: 4236.872070
	Iteration 0F: 3 clusters Score -276129.1 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -277730.281250 Penalty: 4236.872070
	Iteration 1F: 3 clusters Score -277730.3 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -278463.531250 Penalty: 4236.872070
	Iteration 2F: 3 clusters Score -278463.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -279171.875000 Penalty: 4236.872070
	Iteration 3F: 3 clusters Score -279171.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -279827.062500 Penalty: 4236.872070
	Iteration 4F: 3 clusters Score -279827.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -280365.937500 Penalty: 4236.872070
	Iteration 5F: 3 clusters Score -280365.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -280734.968750 Penalty: 4236.872070
	Iteration 6F: 3 clusters Score -280735 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -281005.937500 Penalty: 4236.872070
	Iteration 7Q: 3 clusters Score -281005.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -281240.468750 Penalty: 4236.872070
	Iteration 8Q: 3 clusters Score -281240.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -281523.687500 Penalty: 4236.872070
	Iteration 9Q: 3 clusters Score -281523.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -281887.718750 Penalty: 4236.872070
	Iteration 10Q: 3 clusters Score -281887.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -282015.843750 Penalty: 4236.872070
	Iteration 11Q: 3 clusters Score -282015.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -282058.062500 Penalty: 4236.872070
	Iteration 12Q: 3 clusters Score -282058.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -282090.406250 Penalty: 4236.872070
	Iteration 13Q: 3 clusters Score -282090.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -282125.968750 Penalty: 4236.872070
	Iteration 14Q: 3 clusters Score -282126 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -282152.812500 Penalty: 4236.872070
	Iteration 15Q: 3 clusters Score -282152.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -282171.968750 Penalty: 4236.872070
	Iteration 16Q: 3 clusters Score -282172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -282180.718750 Penalty: 4236.872070
	Iteration 17Q: 3 clusters Score -282180.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -282187.875000 Penalty: 4236.872070
	Iteration 18Q: 3 clusters Score -282187.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -282192.250000 Penalty: 4236.872070
	Iteration 19Q: 3 clusters Score -282192.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -282195.312500 Penalty: 4236.872070
	Iteration 20F: 3 clusters Score -282195.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -282195.812500 Penalty: 4236.872070
	Iteration 21Q: 3 clusters Score -282195.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -282197.656250 Penalty: 4236.872070
	Iteration 22Q: 3 clusters Score -282197.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -282199.125000 Penalty: 4236.872070
	Iteration 23Q: 3 clusters Score -282199.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -282200.531250 Penalty: 4236.872070
	Iteration 24Q: 3 clusters Score -282200.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -282201.562500 Penalty: 4236.872070
	Iteration 25Q: 3 clusters Score -282201.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -282203.406250 Penalty: 4236.872070
	Iteration 26Q: 3 clusters Score -282203.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -282205.406250 Penalty: 4236.872070
	Iteration 27Q: 3 clusters Score -282205.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -282209.593750 Penalty: 4236.872070
	Iteration 28Q: 3 clusters Score -282209.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -282213.375000 Penalty: 4236.872070
	Iteration 29Q: 3 clusters Score -282213.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -282216.625000 Penalty: 4236.872070
	Iteration 30Q: 3 clusters Score -282216.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -282219.093750 Penalty: 4236.872070
	Iteration 31Q: 3 clusters Score -282219.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -282220.500000 Penalty: 4236.872070
	Iteration 32Q: 3 clusters Score -282220.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -282220.375000 Penalty: 4236.872070
	Iteration 33Q: 3 clusters Score -282220.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -282220.375000 Penalty: 4236.872070
	Iteration 34F: 3 clusters Score -282220.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 7209 members 
Mstep: Class 4 contains 131212 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 55612 members 
Mstep: Class 7 contains 30474 members 
Mstep: Class 8 contains 3537 members 
Mstep: Class 9 contains 203175 members 
Mstep: Class 10 contains 10962 members 
Mstep: Class 11 contains 80667 members 
Mstep: Class 12 contains 23996 members 
Mstep: Class 13 contains 9359 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 47235 members 
Mstep: Class 16 contains 3127 members 
Mstep: Class 17 contains 14020 members 
Mstep: Class 18 contains 211481 members 
Mstep: Class 19 contains 396018 members 
Mstep: Class 20 contains 4814 members 
Mstep: Class 21 contains 6117 members 
Mstep: Class 22 contains 4980 members 
Mstep: Class 23 contains 26754 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 10929 members 
Mstep: Class 26 contains 12607 members 
Mstep: Class 27 contains 14642 members 
Mstep: Class 28 contains 19979 members 
Mstep: Class 29 contains 1111 members 
Mstep: Class 30 contains 6125 members 
Mstep: Class 31 contains 3420 members 
Mstep: Class 32 contains 4484 members 
Mstep: Class 33 contains 12872 members 
Mstep: Class 34 contains 2811 members 
Entering Unmasked Estep 
Score: -102246448.000000 Penalty: 119425.445312
Splitting cluster 14 changes total score from -102240056.000000 to -102246448.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 15 (47235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Entering Unmasked Estep 
Score: -3558490.000000 Penalty: 2669.197021
	Iteration 0F: 2 clusters Score -3558490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -3526733.250000 Penalty: 5338.394043
	Iteration 0F: 3 clusters Score -3526733 nChanged 21817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -3538765.250000 Penalty: 5338.394043
	Iteration 1F: 3 clusters Score -3538765 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -3539358.250000 Penalty: 5338.394043
	Iteration 2Q: 3 clusters Score -3539358 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -3540023.000000 Penalty: 5338.394043
	Iteration 3Q: 3 clusters Score -3540023 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -3540827.750000 Penalty: 5338.394043
	Iteration 4Q: 3 clusters Score -3540828 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -3541832.250000 Penalty: 5338.394043
	Iteration 5Q: 3 clusters Score -3541832 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -3542933.750000 Penalty: 5338.394043
	Iteration 6Q: 3 clusters Score -3542934 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3544168.500000 Penalty: 5338.394043
	Iteration 7F: 3 clusters Score -3544168 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -3545337.000000 Penalty: 5338.394043
	Iteration 8F: 3 clusters Score -3545337 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -3546343.750000 Penalty: 5338.394043
	Iteration 9Q: 3 clusters Score -3546344 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -3547183.500000 Penalty: 5338.394043
	Iteration 10Q: 3 clusters Score -3547184 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -3547983.500000 Penalty: 5338.394043
	Iteration 11Q: 3 clusters Score -3547984 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -3548719.750000 Penalty: 5338.394043
	Iteration 12Q: 3 clusters Score -3548720 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3549334.250000 Penalty: 5338.394043
	Iteration 13Q: 3 clusters Score -3549334 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -3549788.500000 Penalty: 5338.394043
	Iteration 14Q: 3 clusters Score -3549788 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -3550132.750000 Penalty: 5338.394043
	Iteration 15Q: 3 clusters Score -3550133 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -3550336.000000 Penalty: 5338.394043
	Iteration 16Q: 3 clusters Score -3550336 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -3550455.500000 Penalty: 5338.394043
	Iteration 17Q: 3 clusters Score -3550456 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -3550507.250000 Penalty: 5338.394043
	Iteration 18Q: 3 clusters Score -3550507 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -3550547.000000 Penalty: 5338.394043
	Iteration 19Q: 3 clusters Score -3550547 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -3550576.500000 Penalty: 5338.394043
	Iteration 20F: 3 clusters Score -3550576 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -3550610.500000 Penalty: 5338.394043
	Iteration 21Q: 3 clusters Score -3550610 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -3550643.000000 Penalty: 5338.394043
	Iteration 22Q: 3 clusters Score -3550643 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3550667.250000 Penalty: 5338.394043
	Iteration 23Q: 3 clusters Score -3550667 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -3550687.000000 Penalty: 5338.394043
	Iteration 24Q: 3 clusters Score -3550687 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -3550718.250000 Penalty: 5338.394043
	Iteration 25Q: 3 clusters Score -3550718 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -3550733.000000 Penalty: 5338.394043
	Iteration 26Q: 3 clusters Score -3550733 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -3550753.500000 Penalty: 5338.394043
	Iteration 27Q: 3 clusters Score -3550754 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -3550755.750000 Penalty: 5338.394043
	Iteration 28Q: 3 clusters Score -3550756 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -3550782.750000 Penalty: 5338.394043
	Iteration 29Q: 3 clusters Score -3550783 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -3550816.750000 Penalty: 5338.394043
	Iteration 30Q: 3 clusters Score -3550817 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -3550825.000000 Penalty: 5338.394043
	Iteration 31Q: 3 clusters Score -3550825 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3550829.500000 Penalty: 5338.394043
	Iteration 32Q: 3 clusters Score -3550830 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -3550861.000000 Penalty: 5338.394043
	Iteration 33Q: 3 clusters Score -3550861 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -3550888.500000 Penalty: 5338.394043
	Iteration 34Q: 3 clusters Score -3550888 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -3550914.500000 Penalty: 5338.394043
	Iteration 35Q: 3 clusters Score -3550914 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -3550944.000000 Penalty: 5338.394043
	Iteration 36Q: 3 clusters Score -3550944 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -3550987.750000 Penalty: 5338.394043
	Iteration 37Q: 3 clusters Score -3550988 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -3551015.500000 Penalty: 5338.394043
	Iteration 38Q: 3 clusters Score -3551016 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -3551032.000000 Penalty: 5338.394043
	Iteration 39Q: 3 clusters Score -3551032 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -3551080.000000 Penalty: 5338.394043
	Iteration 40F: 3 clusters Score -3551080 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -3551104.500000 Penalty: 5338.394043
	Iteration 41Q: 3 clusters Score -3551104 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -3551147.500000 Penalty: 5338.394043
	Iteration 42Q: 3 clusters Score -3551148 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -3551202.750000 Penalty: 5338.394043
	Iteration 43Q: 3 clusters Score -3551203 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -3551247.500000 Penalty: 5338.394043
	Iteration 44Q: 3 clusters Score -3551248 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -3551274.750000 Penalty: 5338.394043
	Iteration 45Q: 3 clusters Score -3551275 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -3551310.750000 Penalty: 5338.394043
	Iteration 46Q: 3 clusters Score -3551311 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -3551351.500000 Penalty: 5338.394043
	Iteration 47Q: 3 clusters Score -3551352 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -3551393.000000 Penalty: 5338.394043
	Iteration 48Q: 3 clusters Score -3551393 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -3551447.500000 Penalty: 5338.394043
	Iteration 49Q: 3 clusters Score -3551448 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -3551484.250000 Penalty: 5338.394043
	Iteration 50Q: 3 clusters Score -3551484 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -3551543.000000 Penalty: 5338.394043
	Iteration 51Q: 3 clusters Score -3551543 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -3551628.000000 Penalty: 5338.394043
	Iteration 52Q: 3 clusters Score -3551628 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -3551726.000000 Penalty: 5338.394043
	Iteration 53Q: 3 clusters Score -3551726 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -3551806.500000 Penalty: 5338.394043
	Iteration 54Q: 3 clusters Score -3551806 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -3551867.750000 Penalty: 5338.394043
	Iteration 55Q: 3 clusters Score -3551868 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -3551935.500000 Penalty: 5338.394043
	Iteration 56Q: 3 clusters Score -3551936 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -3552014.250000 Penalty: 5338.394043
	Iteration 57Q: 3 clusters Score -3552014 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -3552121.500000 Penalty: 5338.394043
	Iteration 58Q: 3 clusters Score -3552122 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -3552213.250000 Penalty: 5338.394043
	Iteration 59Q: 3 clusters Score -3552213 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -3552352.750000 Penalty: 5338.394043
	Iteration 60F: 3 clusters Score -3552353 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -3552501.250000 Penalty: 5338.394043
	Iteration 61Q: 3 clusters Score -3552501 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -3552679.500000 Penalty: 5338.394043
	Iteration 62Q: 3 clusters Score -3552680 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -3552875.250000 Penalty: 5338.394043
	Iteration 63Q: 3 clusters Score -3552875 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -3553097.000000 Penalty: 5338.394043
	Iteration 64Q: 3 clusters Score -3553097 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -3553308.750000 Penalty: 5338.394043
	Iteration 65Q: 3 clusters Score -3553309 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -3553539.250000 Penalty: 5338.394043
	Iteration 66Q: 3 clusters Score -3553539 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -3553812.500000 Penalty: 5338.394043
	Iteration 67Q: 3 clusters Score -3553812 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -3554067.750000 Penalty: 5338.394043
	Iteration 68Q: 3 clusters Score -3554068 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -3554374.500000 Penalty: 5338.394043
	Iteration 69Q: 3 clusters Score -3554374 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -3554705.500000 Penalty: 5338.394043
	Iteration 70Q: 3 clusters Score -3554706 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -3555042.250000 Penalty: 5338.394043
	Iteration 71Q: 3 clusters Score -3555042 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -3555420.750000 Penalty: 5338.394043
	Iteration 72Q: 3 clusters Score -3555421 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -3555782.250000 Penalty: 5338.394043
	Iteration 73Q: 3 clusters Score -3555782 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -3556130.000000 Penalty: 5338.394043
	Iteration 74Q: 3 clusters Score -3556130 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -3556414.750000 Penalty: 5338.394043
	Iteration 75Q: 3 clusters Score -3556415 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -3556647.000000 Penalty: 5338.394043
	Iteration 76Q: 3 clusters Score -3556647 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -3556802.000000 Penalty: 5338.394043
	Iteration 77Q: 3 clusters Score -3556802 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 44806 members 
Entering Unmasked Estep 
Score: -3556898.250000 Penalty: 5338.394043
	Iteration 78Q: 3 clusters Score -3556898 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -3556967.000000 Penalty: 5338.394043
	Iteration 79Q: 3 clusters Score -3556967 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -3557012.000000 Penalty: 5338.394043
	Iteration 80F: 3 clusters Score -3557012 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -3557043.000000 Penalty: 5338.394043
	Iteration 81Q: 3 clusters Score -3557043 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -3557059.500000 Penalty: 5338.394043
	Iteration 82Q: 3 clusters Score -3557060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -3557084.750000 Penalty: 5338.394043
	Iteration 83Q: 3 clusters Score -3557085 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -3557090.750000 Penalty: 5338.394043
	Iteration 84Q: 3 clusters Score -3557091 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -3557098.750000 Penalty: 5338.394043
	Iteration 85Q: 3 clusters Score -3557099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -3557104.500000 Penalty: 5338.394043
	Iteration 86Q: 3 clusters Score -3557104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -3557117.000000 Penalty: 5338.394043
	Iteration 87Q: 3 clusters Score -3557117 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -3557138.000000 Penalty: 5338.394043
	Iteration 88Q: 3 clusters Score -3557138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -3557138.500000 Penalty: 5338.394043
	Iteration 89Q: 3 clusters Score -3557138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -3557149.250000 Penalty: 5338.394043
	Iteration 90Q: 3 clusters Score -3557149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -3557153.750000 Penalty: 5338.394043
	Iteration 91Q: 3 clusters Score -3557154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -3557157.250000 Penalty: 5338.394043
	Iteration 92Q: 3 clusters Score -3557157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 45357 members 
Entering Unmasked Estep 
Score: -3557161.750000 Penalty: 5338.394043
	Iteration 93Q: 3 clusters Score -3557162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -3557168.750000 Penalty: 5338.394043
	Iteration 94Q: 3 clusters Score -3557169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -3557169.250000 Penalty: 5338.394043
	Iteration 95Q: 3 clusters Score -3557169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -3557171.500000 Penalty: 5338.394043
	Iteration 96Q: 3 clusters Score -3557172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -3557172.000000 Penalty: 5338.394043
	Iteration 97Q: 3 clusters Score -3557172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -3557170.000000 Penalty: 5338.394043
	Iteration 98Q: 3 clusters Score -3557170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -3557170.000000 Penalty: 5338.394043
	Iteration 99F: 3 clusters Score -3557170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Entering Unmasked Estep 
Score: -220267.015625 Penalty: 1995.861694
	Iteration 0F: 2 clusters Score -220267 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 1582 members 
Entering Unmasked Estep 
Score: -216886.406250 Penalty: 3991.723389
	Iteration 0F: 3 clusters Score -216886.4 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -217624.937500 Penalty: 3991.723389
	Iteration 1F: 3 clusters Score -217624.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -217806.281250 Penalty: 3991.723389
	Iteration 2F: 3 clusters Score -217806.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -217919.015625 Penalty: 3991.723389
	Iteration 3F: 3 clusters Score -217919 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -218025.343750 Penalty: 3991.723389
	Iteration 4Q: 3 clusters Score -218025.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -218109.187500 Penalty: 3991.723389
	Iteration 5Q: 3 clusters Score -218109.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -218214.312500 Penalty: 3991.723389
	Iteration 6Q: 3 clusters Score -218214.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -218328.312500 Penalty: 3991.723389
	Iteration 7Q: 3 clusters Score -218328.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -218405.953125 Penalty: 3991.723389
	Iteration 8Q: 3 clusters Score -218406 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -218486.828125 Penalty: 3991.723389
	Iteration 9Q: 3 clusters Score -218486.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -218567.828125 Penalty: 3991.723389
	Iteration 10Q: 3 clusters Score -218567.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -218628.296875 Penalty: 3991.723389
	Iteration 11Q: 3 clusters Score -218628.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -218682.906250 Penalty: 3991.723389
	Iteration 12Q: 3 clusters Score -218682.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -218720.921875 Penalty: 3991.723389
	Iteration 13Q: 3 clusters Score -218720.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -218759.656250 Penalty: 3991.723389
	Iteration 14Q: 3 clusters Score -218759.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -218809.859375 Penalty: 3991.723389
	Iteration 15Q: 3 clusters Score -218809.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -218845.812500 Penalty: 3991.723389
	Iteration 16Q: 3 clusters Score -218845.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -218866.671875 Penalty: 3991.723389
	Iteration 17Q: 3 clusters Score -218866.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -218876.500000 Penalty: 3991.723389
	Iteration 18Q: 3 clusters Score -218876.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -218887.265625 Penalty: 3991.723389
	Iteration 19Q: 3 clusters Score -218887.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -218898.437500 Penalty: 3991.723389
	Iteration 20F: 3 clusters Score -218898.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -218905.421875 Penalty: 3991.723389
	Iteration 21Q: 3 clusters Score -218905.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -218914.750000 Penalty: 3991.723389
	Iteration 22Q: 3 clusters Score -218914.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -218922.796875 Penalty: 3991.723389
	Iteration 23Q: 3 clusters Score -218922.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -218931.562500 Penalty: 3991.723389
	Iteration 24Q: 3 clusters Score -218931.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -218936.281250 Penalty: 3991.723389
	Iteration 25Q: 3 clusters Score -218936.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -218942.750000 Penalty: 3991.723389
	Iteration 26Q: 3 clusters Score -218942.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -218946.468750 Penalty: 3991.723389
	Iteration 27Q: 3 clusters Score -218946.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -218950.203125 Penalty: 3991.723389
	Iteration 28Q: 3 clusters Score -218950.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -218951.953125 Penalty: 3991.723389
	Iteration 29Q: 3 clusters Score -218952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -218953.359375 Penalty: 3991.723389
	Iteration 30Q: 3 clusters Score -218953.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -218954.812500 Penalty: 3991.723389
	Iteration 31Q: 3 clusters Score -218954.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -218955.828125 Penalty: 3991.723389
	Iteration 32Q: 3 clusters Score -218955.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -218956.375000 Penalty: 3991.723389
	Iteration 33Q: 3 clusters Score -218956.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -218956.734375 Penalty: 3991.723389
	Iteration 34Q: 3 clusters Score -218956.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -218956.734375 Penalty: 3991.723389
	Iteration 35F: 3 clusters Score -218956.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Entering Unmasked Estep 
Score: -1041189.562500 Penalty: 2367.963379
	Iteration 0F: 2 clusters Score -1041190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1030965.812500 Penalty: 4735.926758
	Iteration 0F: 3 clusters Score -1030966 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1034417.875000 Penalty: 4735.926758
	Iteration 1F: 3 clusters Score -1034418 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1035168.250000 Penalty: 4735.926758
	Iteration 2F: 3 clusters Score -1035168 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1036345.187500 Penalty: 4735.926758
	Iteration 3F: 3 clusters Score -1036345 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1037861.187500 Penalty: 4735.926758
	Iteration 4F: 3 clusters Score -1037861 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1038974.812500 Penalty: 4735.926758
	Iteration 5F: 3 clusters Score -1038975 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1039710.875000 Penalty: 4735.926758
	Iteration 6F: 3 clusters Score -1039711 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1040244.312500 Penalty: 4735.926758
	Iteration 7Q: 3 clusters Score -1040244 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1040663.625000 Penalty: 4735.926758
	Iteration 8Q: 3 clusters Score -1040664 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1040966.562500 Penalty: 4735.926758
	Iteration 9Q: 3 clusters Score -1040967 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1041125.562500 Penalty: 4735.926758
	Iteration 10Q: 3 clusters Score -1041126 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1041246.875000 Penalty: 4735.926758
	Iteration 11Q: 3 clusters Score -1041247 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1041342.750000 Penalty: 4735.926758
	Iteration 12Q: 3 clusters Score -1041343 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1041423.937500 Penalty: 4735.926758
	Iteration 13Q: 3 clusters Score -1041424 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1041489.437500 Penalty: 4735.926758
	Iteration 14Q: 3 clusters Score -1041489 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1041549.437500 Penalty: 4735.926758
	Iteration 15Q: 3 clusters Score -1041549 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1041581.437500 Penalty: 4735.926758
	Iteration 16Q: 3 clusters Score -1041581 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1041606.875000 Penalty: 4735.926758
	Iteration 17Q: 3 clusters Score -1041607 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1041637.437500 Penalty: 4735.926758
	Iteration 18Q: 3 clusters Score -1041637 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1041656.937500 Penalty: 4735.926758
	Iteration 19Q: 3 clusters Score -1041657 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1041668.750000 Penalty: 4735.926758
	Iteration 20F: 3 clusters Score -1041669 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1041675.250000 Penalty: 4735.926758
	Iteration 21Q: 3 clusters Score -1041675 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1041682.812500 Penalty: 4735.926758
	Iteration 22Q: 3 clusters Score -1041683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1041687.312500 Penalty: 4735.926758
	Iteration 23Q: 3 clusters Score -1041687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1041692.062500 Penalty: 4735.926758
	Iteration 24Q: 3 clusters Score -1041692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1041695.937500 Penalty: 4735.926758
	Iteration 25Q: 3 clusters Score -1041696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1041700.125000 Penalty: 4735.926758
	Iteration 26Q: 3 clusters Score -1041700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1041699.937500 Penalty: 4735.926758
	Iteration 27Q: 3 clusters Score -1041700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1041701.125000 Penalty: 4735.926758
	Iteration 28Q: 3 clusters Score -1041701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1041700.062500 Penalty: 4735.926758
	Iteration 29Q: 3 clusters Score -1041700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1041701.750000 Penalty: 4735.926758
	Iteration 30Q: 3 clusters Score -1041702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1041701.250000 Penalty: 4735.926758
	Iteration 31Q: 3 clusters Score -1041701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1041701.375000 Penalty: 4735.926758
	Iteration 32Q: 3 clusters Score -1041701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1041703.937500 Penalty: 4735.926758
	Iteration 33Q: 3 clusters Score -1041704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1041705.312500 Penalty: 4735.926758
	Iteration 34Q: 3 clusters Score -1041705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1041705.500000 Penalty: 4735.926758
	Iteration 35Q: 3 clusters Score -1041706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1041709.750000 Penalty: 4735.926758
	Iteration 36Q: 3 clusters Score -1041710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1041711.125000 Penalty: 4735.926758
	Iteration 37Q: 3 clusters Score -1041711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1041711.187500 Penalty: 4735.926758
	Iteration 38Q: 3 clusters Score -1041711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1041715.750000 Penalty: 4735.926758
	Iteration 39Q: 3 clusters Score -1041716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1041717.750000 Penalty: 4735.926758
	Iteration 40F: 3 clusters Score -1041718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1041719.375000 Penalty: 4735.926758
	Iteration 41Q: 3 clusters Score -1041719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1041720.937500 Penalty: 4735.926758
	Iteration 42Q: 3 clusters Score -1041721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1041724.375000 Penalty: 4735.926758
	Iteration 43Q: 3 clusters Score -1041724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1041724.750000 Penalty: 4735.926758
	Iteration 44Q: 3 clusters Score -1041725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1041727.000000 Penalty: 4735.926758
	Iteration 45Q: 3 clusters Score -1041727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1041723.562500 Penalty: 4735.926758
	Iteration 46Q: 3 clusters Score -1041724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1041723.625000 Penalty: 4735.926758
	Iteration 47Q: 3 clusters Score -1041724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1041726.437500 Penalty: 4735.926758
	Iteration 48Q: 3 clusters Score -1041726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1041726.437500 Penalty: 4735.926758
	Iteration 49F: 3 clusters Score -1041726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 7209 members 
Mstep: Class 4 contains 131212 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 55612 members 
Mstep: Class 7 contains 30474 members 
Mstep: Class 8 contains 3537 members 
Mstep: Class 9 contains 203175 members 
Mstep: Class 10 contains 10962 members 
Mstep: Class 11 contains 80667 members 
Mstep: Class 12 contains 23996 members 
Mstep: Class 13 contains 9359 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 47235 members 
Mstep: Class 16 contains 3127 members 
Mstep: Class 17 contains 2776 members 
Mstep: Class 18 contains 211481 members 
Mstep: Class 19 contains 396018 members 
Mstep: Class 20 contains 4814 members 
Mstep: Class 21 contains 6117 members 
Mstep: Class 22 contains 4980 members 
Mstep: Class 23 contains 26754 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 10929 members 
Mstep: Class 26 contains 12607 members 
Mstep: Class 27 contains 14642 members 
Mstep: Class 28 contains 19979 members 
Mstep: Class 29 contains 1111 members 
Mstep: Class 30 contains 6125 members 
Mstep: Class 31 contains 3420 members 
Mstep: Class 32 contains 4484 members 
Mstep: Class 33 contains 12872 members 
Mstep: Class 34 contains 2811 members 
Mstep: Class 35 contains 11244 members 
Entering Unmasked Estep 
Score: -102245840.000000 Penalty: 122937.960938
Splitting cluster 17 changes total score from -102240056.000000 to -102245840.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 18 (211481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211481 members 
Entering Unmasked Estep 
Score: -15657086.000000 Penalty: 3040.948730
	Iteration 0F: 2 clusters Score -1.565709e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105712 members 
Mstep: Class 2 contains 105769 members 
Entering Unmasked Estep 
Score: -15515068.000000 Penalty: 6081.897461
	Iteration 0F: 3 clusters Score -1.551507e+07 nChanged 102273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105703 members 
Mstep: Class 2 contains 105778 members 
Entering Unmasked Estep 
Score: -15574511.000000 Penalty: 6081.897461
	Iteration 1F: 3 clusters Score -1.557451e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106061 members 
Mstep: Class 2 contains 105420 members 
Entering Unmasked Estep 
Score: -15576054.000000 Penalty: 6081.897461
	Iteration 2Q: 3 clusters Score -1.557605e+07 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106659 members 
Mstep: Class 2 contains 104822 members 
Entering Unmasked Estep 
Score: -15577829.000000 Penalty: 6081.897461
	Iteration 3Q: 3 clusters Score -1.557783e+07 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107956 members 
Mstep: Class 2 contains 103525 members 
Entering Unmasked Estep 
Score: -15580241.000000 Penalty: 6081.897461
	Iteration 4Q: 3 clusters Score -1.558024e+07 nChanged 8831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110003 members 
Mstep: Class 2 contains 101478 members 
Entering Unmasked Estep 
Score: -15583503.000000 Penalty: 6081.897461
	Iteration 5Q: 3 clusters Score -1.55835e+07 nChanged 9961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113124 members 
Mstep: Class 2 contains 98357 members 
Entering Unmasked Estep 
Score: -15587520.000000 Penalty: 6081.897461
	Iteration 6Q: 3 clusters Score -1.558752e+07 nChanged 11196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117574 members 
Mstep: Class 2 contains 93907 members 
Entering Unmasked Estep 
Score: -15592628.000000 Penalty: 6081.897461
	Iteration 7F: 3 clusters Score -1.559263e+07 nChanged 12124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123388 members 
Mstep: Class 2 contains 88093 members 
Entering Unmasked Estep 
Score: -15598745.000000 Penalty: 6081.897461
	Iteration 8F: 3 clusters Score -1.559874e+07 nChanged 12526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130600 members 
Mstep: Class 2 contains 80881 members 
Entering Unmasked Estep 
Score: -15605328.000000 Penalty: 6081.897461
	Iteration 9F: 3 clusters Score -1.560533e+07 nChanged 12288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139010 members 
Mstep: Class 2 contains 72471 members 
Entering Unmasked Estep 
Score: -15611685.000000 Penalty: 6081.897461
	Iteration 10F: 3 clusters Score -1.561168e+07 nChanged 11764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148288 members 
Mstep: Class 2 contains 63193 members 
Entering Unmasked Estep 
Score: -15618152.000000 Penalty: 6081.897461
	Iteration 11F: 3 clusters Score -1.561815e+07 nChanged 11053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158015 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -15624651.000000 Penalty: 6081.897461
	Iteration 12F: 3 clusters Score -1.562465e+07 nChanged 10529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167910 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -15631267.000000 Penalty: 6081.897461
	Iteration 13Q: 3 clusters Score -1.563127e+07 nChanged 9760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177252 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -15637689.000000 Penalty: 6081.897461
	Iteration 14Q: 3 clusters Score -1.563769e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185201 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -15643084.000000 Penalty: 6081.897461
	Iteration 15Q: 3 clusters Score -1.564308e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191454 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -15646911.000000 Penalty: 6081.897461
	Iteration 16Q: 3 clusters Score -1.564691e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196034 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -15649306.000000 Penalty: 6081.897461
	Iteration 17Q: 3 clusters Score -1.564931e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199456 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -15650860.000000 Penalty: 6081.897461
	Iteration 18Q: 3 clusters Score -1.565086e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201930 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -15651947.000000 Penalty: 6081.897461
	Iteration 19Q: 3 clusters Score -1.565195e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203743 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -15652749.000000 Penalty: 6081.897461
	Iteration 20F: 3 clusters Score -1.565275e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205070 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -15653283.000000 Penalty: 6081.897461
	Iteration 21Q: 3 clusters Score -1.565328e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206103 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -15653693.000000 Penalty: 6081.897461
	Iteration 22Q: 3 clusters Score -1.565369e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206867 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -15653990.000000 Penalty: 6081.897461
	Iteration 23Q: 3 clusters Score -1.565399e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207450 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -15654150.000000 Penalty: 6081.897461
	Iteration 24Q: 3 clusters Score -1.565415e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207903 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -15654383.000000 Penalty: 6081.897461
	Iteration 25Q: 3 clusters Score -1.565438e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208255 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -15654514.000000 Penalty: 6081.897461
	Iteration 26Q: 3 clusters Score -1.565451e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208494 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -15654610.000000 Penalty: 6081.897461
	Iteration 27Q: 3 clusters Score -1.565461e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208660 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -15654636.000000 Penalty: 6081.897461
	Iteration 28Q: 3 clusters Score -1.565464e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208788 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -15654730.000000 Penalty: 6081.897461
	Iteration 29Q: 3 clusters Score -1.565473e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208868 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -15654747.000000 Penalty: 6081.897461
	Iteration 30Q: 3 clusters Score -1.565475e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208960 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -15654792.000000 Penalty: 6081.897461
	Iteration 31Q: 3 clusters Score -1.565479e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209042 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -15654838.000000 Penalty: 6081.897461
	Iteration 32Q: 3 clusters Score -1.565484e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209115 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -15654876.000000 Penalty: 6081.897461
	Iteration 33Q: 3 clusters Score -1.565488e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209170 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -15654907.000000 Penalty: 6081.897461
	Iteration 34Q: 3 clusters Score -1.565491e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209211 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -15654899.000000 Penalty: 6081.897461
	Iteration 35Q: 3 clusters Score -1.56549e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209257 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -15654897.000000 Penalty: 6081.897461
	Iteration 36Q: 3 clusters Score -1.56549e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209316 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -15654919.000000 Penalty: 6081.897461
	Iteration 37Q: 3 clusters Score -1.565492e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209373 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -15654943.000000 Penalty: 6081.897461
	Iteration 38Q: 3 clusters Score -1.565494e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209400 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -15654989.000000 Penalty: 6081.897461
	Iteration 39Q: 3 clusters Score -1.565499e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209424 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -15654970.000000 Penalty: 6081.897461
	Iteration 40F: 3 clusters Score -1.565497e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209446 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -15654992.000000 Penalty: 6081.897461
	Iteration 41Q: 3 clusters Score -1.565499e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209462 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -15655004.000000 Penalty: 6081.897461
	Iteration 42Q: 3 clusters Score -1.5655e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209488 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -15655011.000000 Penalty: 6081.897461
	Iteration 43Q: 3 clusters Score -1.565501e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209508 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -15655009.000000 Penalty: 6081.897461
	Iteration 44Q: 3 clusters Score -1.565501e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209511 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -15655009.000000 Penalty: 6081.897461
	Iteration 45Q: 3 clusters Score -1.565501e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209524 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -15655020.000000 Penalty: 6081.897461
	Iteration 46Q: 3 clusters Score -1.565502e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209534 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -15655026.000000 Penalty: 6081.897461
	Iteration 47Q: 3 clusters Score -1.565503e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209545 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -15655033.000000 Penalty: 6081.897461
	Iteration 48Q: 3 clusters Score -1.565503e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209550 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -15655031.000000 Penalty: 6081.897461
	Iteration 49Q: 3 clusters Score -1.565503e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209557 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -15655016.000000 Penalty: 6081.897461
	Iteration 50Q: 3 clusters Score -1.565502e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209563 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -15655064.000000 Penalty: 6081.897461
	Iteration 51Q: 3 clusters Score -1.565506e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209565 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -15655051.000000 Penalty: 6081.897461
	Iteration 52Q: 3 clusters Score -1.565505e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209585 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -15655064.000000 Penalty: 6081.897461
	Iteration 53Q: 3 clusters Score -1.565506e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209592 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -15655099.000000 Penalty: 6081.897461
	Iteration 54Q: 3 clusters Score -1.56551e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209598 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -15655099.000000 Penalty: 6081.897461
	Iteration 55Q: 3 clusters Score -1.56551e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209588 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -15655113.000000 Penalty: 6081.897461
	Iteration 56Q: 3 clusters Score -1.565511e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209598 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -15655116.000000 Penalty: 6081.897461
	Iteration 57Q: 3 clusters Score -1.565512e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209609 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -15655123.000000 Penalty: 6081.897461
	Iteration 58Q: 3 clusters Score -1.565512e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209620 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -15655138.000000 Penalty: 6081.897461
	Iteration 59Q: 3 clusters Score -1.565514e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209625 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -15655120.000000 Penalty: 6081.897461
	Iteration 60F: 3 clusters Score -1.565512e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209628 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -15655136.000000 Penalty: 6081.897461
	Iteration 61Q: 3 clusters Score -1.565514e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209634 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -15655138.000000 Penalty: 6081.897461
	Iteration 62Q: 3 clusters Score -1.565514e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209634 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -15655150.000000 Penalty: 6081.897461
	Iteration 63Q: 3 clusters Score -1.565515e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209633 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -15655155.000000 Penalty: 6081.897461
	Iteration 64Q: 3 clusters Score -1.565516e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209639 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -15655147.000000 Penalty: 6081.897461
	Iteration 65Q: 3 clusters Score -1.565515e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209648 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -15655145.000000 Penalty: 6081.897461
	Iteration 66Q: 3 clusters Score -1.565514e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209653 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -15655151.000000 Penalty: 6081.897461
	Iteration 67Q: 3 clusters Score -1.565515e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209666 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -15655166.000000 Penalty: 6081.897461
	Iteration 68Q: 3 clusters Score -1.565517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209675 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -15655174.000000 Penalty: 6081.897461
	Iteration 69Q: 3 clusters Score -1.565517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209678 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -15655183.000000 Penalty: 6081.897461
	Iteration 70Q: 3 clusters Score -1.565518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209681 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -15655207.000000 Penalty: 6081.897461
	Iteration 71Q: 3 clusters Score -1.565521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209686 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -15655202.000000 Penalty: 6081.897461
	Iteration 72Q: 3 clusters Score -1.56552e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209692 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -15655216.000000 Penalty: 6081.897461
	Iteration 73Q: 3 clusters Score -1.565522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209703 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -15655217.000000 Penalty: 6081.897461
	Iteration 74Q: 3 clusters Score -1.565522e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209708 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -15655227.000000 Penalty: 6081.897461
	Iteration 75Q: 3 clusters Score -1.565523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209703 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -15655230.000000 Penalty: 6081.897461
	Iteration 76Q: 3 clusters Score -1.565523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209699 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -15655239.000000 Penalty: 6081.897461
	Iteration 77Q: 3 clusters Score -1.565524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209701 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -15655236.000000 Penalty: 6081.897461
	Iteration 78Q: 3 clusters Score -1.565524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209703 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -15655241.000000 Penalty: 6081.897461
	Iteration 79Q: 3 clusters Score -1.565524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209703 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -15655233.000000 Penalty: 6081.897461
	Iteration 80F: 3 clusters Score -1.565523e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (396018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396018 members 
Entering Unmasked Estep 
Score: -29559020.000000 Penalty: 3196.525146
	Iteration 0F: 2 clusters Score -2.955902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198290 members 
Mstep: Class 2 contains 197728 members 
Entering Unmasked Estep 
Score: -29292126.000000 Penalty: 6393.050293
	Iteration 0F: 3 clusters Score -2.929213e+07 nChanged 192818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204622 members 
Mstep: Class 2 contains 191396 members 
Entering Unmasked Estep 
Score: -29407952.000000 Penalty: 6393.050293
	Iteration 1F: 3 clusters Score -2.940795e+07 nChanged 12091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210147 members 
Mstep: Class 2 contains 185871 members 
Entering Unmasked Estep 
Score: -29411590.000000 Penalty: 6393.050293
	Iteration 2Q: 3 clusters Score -2.941159e+07 nChanged 15389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219206 members 
Mstep: Class 2 contains 176812 members 
Entering Unmasked Estep 
Score: -29416978.000000 Penalty: 6393.050293
	Iteration 3Q: 3 clusters Score -2.941698e+07 nChanged 19755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233153 members 
Mstep: Class 2 contains 162865 members 
Entering Unmasked Estep 
Score: -29425670.000000 Penalty: 6393.050293
	Iteration 4Q: 3 clusters Score -2.942567e+07 nChanged 25123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253054 members 
Mstep: Class 2 contains 142964 members 
Entering Unmasked Estep 
Score: -29440118.000000 Penalty: 6393.050293
	Iteration 5F: 3 clusters Score -2.944012e+07 nChanged 29836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278778 members 
Mstep: Class 2 contains 117240 members 
Entering Unmasked Estep 
Score: -29460896.000000 Penalty: 6393.050293
	Iteration 6F: 3 clusters Score -2.94609e+07 nChanged 31412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307554 members 
Mstep: Class 2 contains 88464 members 
Entering Unmasked Estep 
Score: -29485648.000000 Penalty: 6393.050293
	Iteration 7F: 3 clusters Score -2.948565e+07 nChanged 28522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334824 members 
Mstep: Class 2 contains 61194 members 
Entering Unmasked Estep 
Score: -29510544.000000 Penalty: 6393.050293
	Iteration 8F: 3 clusters Score -2.951054e+07 nChanged 21875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356251 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -29530188.000000 Penalty: 6393.050293
	Iteration 9F: 3 clusters Score -2.953019e+07 nChanged 14510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370609 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -29543436.000000 Penalty: 6393.050293
	Iteration 10Q: 3 clusters Score -2.954344e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378567 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -29550260.000000 Penalty: 6393.050293
	Iteration 11Q: 3 clusters Score -2.955026e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382809 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -29554052.000000 Penalty: 6393.050293
	Iteration 12Q: 3 clusters Score -2.955405e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385082 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -29555916.000000 Penalty: 6393.050293
	Iteration 13Q: 3 clusters Score -2.955592e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386488 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -29557212.000000 Penalty: 6393.050293
	Iteration 14Q: 3 clusters Score -2.955721e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387461 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -29557844.000000 Penalty: 6393.050293
	Iteration 15Q: 3 clusters Score -2.955784e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388163 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -29558208.000000 Penalty: 6393.050293
	Iteration 16Q: 3 clusters Score -2.955821e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388735 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -29558554.000000 Penalty: 6393.050293
	Iteration 17Q: 3 clusters Score -2.955855e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389173 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -29558768.000000 Penalty: 6393.050293
	Iteration 18Q: 3 clusters Score -2.955877e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389473 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -29558964.000000 Penalty: 6393.050293
	Iteration 19Q: 3 clusters Score -2.955896e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389739 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -29559274.000000 Penalty: 6393.050293
	Iteration 20F: 3 clusters Score -2.955927e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389976 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -29559300.000000 Penalty: 6393.050293
	Iteration 21Q: 3 clusters Score -2.95593e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390181 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -29559412.000000 Penalty: 6393.050293
	Iteration 22Q: 3 clusters Score -2.955941e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390370 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -29559552.000000 Penalty: 6393.050293
	Iteration 23Q: 3 clusters Score -2.955955e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390502 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -29559512.000000 Penalty: 6393.050293
	Iteration 24Q: 3 clusters Score -2.955951e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390606 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -29559546.000000 Penalty: 6393.050293
	Iteration 25Q: 3 clusters Score -2.955955e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390696 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -29559614.000000 Penalty: 6393.050293
	Iteration 26Q: 3 clusters Score -2.955961e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390779 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -29559646.000000 Penalty: 6393.050293
	Iteration 27Q: 3 clusters Score -2.955965e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390846 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -29559692.000000 Penalty: 6393.050293
	Iteration 28Q: 3 clusters Score -2.955969e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390912 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -29559680.000000 Penalty: 6393.050293
	Iteration 29Q: 3 clusters Score -2.955968e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390976 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -29559698.000000 Penalty: 6393.050293
	Iteration 30Q: 3 clusters Score -2.95597e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391025 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -29559696.000000 Penalty: 6393.050293
	Iteration 31Q: 3 clusters Score -2.95597e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391062 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -29559676.000000 Penalty: 6393.050293
	Iteration 32Q: 3 clusters Score -2.955968e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391082 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -29559680.000000 Penalty: 6393.050293
	Iteration 33Q: 3 clusters Score -2.955968e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391102 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -29559700.000000 Penalty: 6393.050293
	Iteration 34Q: 3 clusters Score -2.95597e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391106 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -29559740.000000 Penalty: 6393.050293
	Iteration 35Q: 3 clusters Score -2.955974e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391108 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -29559752.000000 Penalty: 6393.050293
	Iteration 36Q: 3 clusters Score -2.955975e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391112 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -29559746.000000 Penalty: 6393.050293
	Iteration 37Q: 3 clusters Score -2.955975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391115 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -29559766.000000 Penalty: 6393.050293
	Iteration 38Q: 3 clusters Score -2.955977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391121 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -29559752.000000 Penalty: 6393.050293
	Iteration 39Q: 3 clusters Score -2.955975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391127 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -29559756.000000 Penalty: 6393.050293
	Iteration 40F: 3 clusters Score -2.955976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391131 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -29559730.000000 Penalty: 6393.050293
	Iteration 41Q: 3 clusters Score -2.955973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391132 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -29559734.000000 Penalty: 6393.050293
	Iteration 42Q: 3 clusters Score -2.955973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391132 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -29559740.000000 Penalty: 6393.050293
	Iteration 43Q: 3 clusters Score -2.955974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391136 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -29559728.000000 Penalty: 6393.050293
	Iteration 44Q: 3 clusters Score -2.955973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391138 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -29559728.000000 Penalty: 6393.050293
	Iteration 45Q: 3 clusters Score -2.955973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391137 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -29559728.000000 Penalty: 6393.050293
	Iteration 46Q: 3 clusters Score -2.955973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391137 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -29559728.000000 Penalty: 6393.050293
	Iteration 47F: 3 clusters Score -2.955973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 7209 members 
Mstep: Class 4 contains 131212 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 55612 members 
Mstep: Class 7 contains 30474 members 
Mstep: Class 8 contains 3537 members 
Mstep: Class 9 contains 203175 members 
Mstep: Class 10 contains 10962 members 
Mstep: Class 11 contains 80667 members 
Mstep: Class 12 contains 23996 members 
Mstep: Class 13 contains 9359 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 47235 members 
Mstep: Class 16 contains 3127 members 
Mstep: Class 17 contains 2776 members 
Mstep: Class 18 contains 211481 members 
Mstep: Class 19 contains 391137 members 
Mstep: Class 20 contains 4814 members 
Mstep: Class 21 contains 6117 members 
Mstep: Class 22 contains 4980 members 
Mstep: Class 23 contains 26754 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 10929 members 
Mstep: Class 26 contains 12607 members 
Mstep: Class 27 contains 14642 members 
Mstep: Class 28 contains 19979 members 
Mstep: Class 29 contains 1111 members 
Mstep: Class 30 contains 6125 members 
Mstep: Class 31 contains 3420 members 
Mstep: Class 32 contains 4484 members 
Mstep: Class 33 contains 12872 members 
Mstep: Class 34 contains 2811 members 
Mstep: Class 35 contains 11244 members 
Mstep: Class 36 contains 4881 members 
Entering Unmasked Estep 
Score: -102245960.000000 Penalty: 126450.476562
Splitting cluster 19 changes total score from -102240056.000000 to -102245960.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 20 (4814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Entering Unmasked Estep 
Score: -338031.281250 Penalty: 2102.862305
	Iteration 0F: 2 clusters Score -338031.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -333610.968750 Penalty: 4205.724609
	Iteration 0F: 3 clusters Score -333611 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -334880.406250 Penalty: 4205.724609
	Iteration 1F: 3 clusters Score -334880.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -335593.281250 Penalty: 4205.724609
	Iteration 2F: 3 clusters Score -335593.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -336221.281250 Penalty: 4205.724609
	Iteration 3F: 3 clusters Score -336221.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -336779.906250 Penalty: 4205.724609
	Iteration 4F: 3 clusters Score -336779.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -337144.000000 Penalty: 4205.724609
	Iteration 5F: 3 clusters Score -337144 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -337405.875000 Penalty: 4205.724609
	Iteration 6F: 3 clusters Score -337405.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -337597.343750 Penalty: 4205.724609
	Iteration 7Q: 3 clusters Score -337597.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -337722.281250 Penalty: 4205.724609
	Iteration 8Q: 3 clusters Score -337722.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -337805.000000 Penalty: 4205.724609
	Iteration 9Q: 3 clusters Score -337805 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -337842.937500 Penalty: 4205.724609
	Iteration 10Q: 3 clusters Score -337842.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -337869.437500 Penalty: 4205.724609
	Iteration 11Q: 3 clusters Score -337869.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -337884.750000 Penalty: 4205.724609
	Iteration 12Q: 3 clusters Score -337884.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -337906.312500 Penalty: 4205.724609
	Iteration 13Q: 3 clusters Score -337906.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -337937.343750 Penalty: 4205.724609
	Iteration 14Q: 3 clusters Score -337937.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -337959.468750 Penalty: 4205.724609
	Iteration 15Q: 3 clusters Score -337959.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -337988.437500 Penalty: 4205.724609
	Iteration 16Q: 3 clusters Score -337988.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -338002.937500 Penalty: 4205.724609
	Iteration 17Q: 3 clusters Score -338002.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -338012.531250 Penalty: 4205.724609
	Iteration 18Q: 3 clusters Score -338012.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -338024.843750 Penalty: 4205.724609
	Iteration 19Q: 3 clusters Score -338024.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -338035.468750 Penalty: 4205.724609
	Iteration 20F: 3 clusters Score -338035.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -338044.812500 Penalty: 4205.724609
	Iteration 21Q: 3 clusters Score -338044.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -338052.406250 Penalty: 4205.724609
	Iteration 22Q: 3 clusters Score -338052.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -338057.875000 Penalty: 4205.724609
	Iteration 23Q: 3 clusters Score -338057.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -338062.937500 Penalty: 4205.724609
	Iteration 24Q: 3 clusters Score -338062.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -338064.625000 Penalty: 4205.724609
	Iteration 25Q: 3 clusters Score -338064.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -338065.062500 Penalty: 4205.724609
	Iteration 26Q: 3 clusters Score -338065.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -338065.968750 Penalty: 4205.724609
	Iteration 27Q: 3 clusters Score -338066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -338068.125000 Penalty: 4205.724609
	Iteration 28Q: 3 clusters Score -338068.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -338068.218750 Penalty: 4205.724609
	Iteration 29Q: 3 clusters Score -338068.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -338067.875000 Penalty: 4205.724609
	Iteration 30Q: 3 clusters Score -338067.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -338067.875000 Penalty: 4205.724609
	Iteration 31F: 3 clusters Score -338067.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 7209 members 
Mstep: Class 4 contains 131212 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 55612 members 
Mstep: Class 7 contains 30474 members 
Mstep: Class 8 contains 3537 members 
Mstep: Class 9 contains 203175 members 
Mstep: Class 10 contains 10962 members 
Mstep: Class 11 contains 80667 members 
Mstep: Class 12 contains 23996 members 
Mstep: Class 13 contains 9359 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 47235 members 
Mstep: Class 16 contains 3127 members 
Mstep: Class 17 contains 2776 members 
Mstep: Class 18 contains 211481 members 
Mstep: Class 19 contains 391137 members 
Mstep: Class 20 contains 2090 members 
Mstep: Class 21 contains 6117 members 
Mstep: Class 22 contains 4980 members 
Mstep: Class 23 contains 26754 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 10929 members 
Mstep: Class 26 contains 12607 members 
Mstep: Class 27 contains 14642 members 
Mstep: Class 28 contains 19979 members 
Mstep: Class 29 contains 1111 members 
Mstep: Class 30 contains 6125 members 
Mstep: Class 31 contains 3420 members 
Mstep: Class 32 contains 4484 members 
Mstep: Class 33 contains 12872 members 
Mstep: Class 34 contains 2811 members 
Mstep: Class 35 contains 11244 members 
Mstep: Class 36 contains 4881 members 
Mstep: Class 37 contains 2724 members 
Entering Unmasked Estep 
Score: -102244360.000000 Penalty: 129962.984375
Splitting cluster 20 changes total score from -102240056.000000 to -102244360.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 21 (6117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Entering Unmasked Estep 
Score: -450069.031250 Penalty: 2162.269043
	Iteration 0F: 2 clusters Score -450069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -444845.625000 Penalty: 4324.538086
	Iteration 0F: 3 clusters Score -444845.6 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -446238.875000 Penalty: 4324.538086
	Iteration 1F: 3 clusters Score -446238.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -446612.187500 Penalty: 4324.538086
	Iteration 2F: 3 clusters Score -446612.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -446895.062500 Penalty: 4324.538086
	Iteration 3F: 3 clusters Score -446895.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -447141.656250 Penalty: 4324.538086
	Iteration 4F: 3 clusters Score -447141.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -447342.281250 Penalty: 4324.538086
	Iteration 5Q: 3 clusters Score -447342.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -447531.312500 Penalty: 4324.538086
	Iteration 6Q: 3 clusters Score -447531.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -447713.562500 Penalty: 4324.538086
	Iteration 7Q: 3 clusters Score -447713.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -447951.000000 Penalty: 4324.538086
	Iteration 8Q: 3 clusters Score -447951 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -448202.531250 Penalty: 4324.538086
	Iteration 9Q: 3 clusters Score -448202.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -448431.500000 Penalty: 4324.538086
	Iteration 10Q: 3 clusters Score -448431.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -448764.156250 Penalty: 4324.538086
	Iteration 11Q: 3 clusters Score -448764.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -449121.437500 Penalty: 4324.538086
	Iteration 12Q: 3 clusters Score -449121.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -449424.687500 Penalty: 4324.538086
	Iteration 13Q: 3 clusters Score -449424.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -449655.906250 Penalty: 4324.538086
	Iteration 14Q: 3 clusters Score -449655.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -449837.031250 Penalty: 4324.538086
	Iteration 15Q: 3 clusters Score -449837 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -450001.531250 Penalty: 4324.538086
	Iteration 16Q: 3 clusters Score -450001.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -450149.312500 Penalty: 4324.538086
	Iteration 17Q: 3 clusters Score -450149.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -450379.125000 Penalty: 4324.538086
	Iteration 18Q: 3 clusters Score -450379.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -450773.906250 Penalty: 4324.538086
	Iteration 19Q: 3 clusters Score -450773.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -451003.531250 Penalty: 4324.538086
	Iteration 20F: 3 clusters Score -451003.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -451041.687500 Penalty: 4324.538086
	Iteration 21Q: 3 clusters Score -451041.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -451045.031250 Penalty: 4324.538086
	Iteration 22Q: 3 clusters Score -451045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -451046.718750 Penalty: 4324.538086
	Iteration 23Q: 3 clusters Score -451046.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -451046.781250 Penalty: 4324.538086
	Iteration 24Q: 3 clusters Score -451046.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -451046.562500 Penalty: 4324.538086
	Iteration 25Q: 3 clusters Score -451046.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -451047.625000 Penalty: 4324.538086
	Iteration 26Q: 3 clusters Score -451047.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -451047.625000 Penalty: 4324.538086
	Iteration 27F: 3 clusters Score -451047.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 7209 members 
Mstep: Class 4 contains 131212 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 55612 members 
Mstep: Class 7 contains 30474 members 
Mstep: Class 8 contains 3537 members 
Mstep: Class 9 contains 203175 members 
Mstep: Class 10 contains 10962 members 
Mstep: Class 11 contains 80667 members 
Mstep: Class 12 contains 23996 members 
Mstep: Class 13 contains 9359 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 47235 members 
Mstep: Class 16 contains 3127 members 
Mstep: Class 17 contains 2776 members 
Mstep: Class 18 contains 211481 members 
Mstep: Class 19 contains 391137 members 
Mstep: Class 20 contains 2090 members 
Mstep: Class 21 contains 3093 members 
Mstep: Class 22 contains 4980 members 
Mstep: Class 23 contains 26754 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 10929 members 
Mstep: Class 26 contains 12607 members 
Mstep: Class 27 contains 14642 members 
Mstep: Class 28 contains 19979 members 
Mstep: Class 29 contains 1111 members 
Mstep: Class 30 contains 6125 members 
Mstep: Class 31 contains 3420 members 
Mstep: Class 32 contains 4484 members 
Mstep: Class 33 contains 12872 members 
Mstep: Class 34 contains 2811 members 
Mstep: Class 35 contains 11244 members 
Mstep: Class 36 contains 4881 members 
Mstep: Class 37 contains 2724 members 
Mstep: Class 38 contains 3024 members 
Entering Unmasked Estep 
Score: -102243712.000000 Penalty: 133475.500000
Splitting cluster 21 changes total score from -102240056.000000 to -102243712.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 22 (4980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Entering Unmasked Estep 
Score: -333802.437500 Penalty: 2111.270020
	Iteration 0F: 2 clusters Score -333802.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -329354.031250 Penalty: 4222.540039
	Iteration 0F: 3 clusters Score -329354 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -331227.343750 Penalty: 4222.540039
	Iteration 1F: 3 clusters Score -331227.3 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -332630.218750 Penalty: 4222.540039
	Iteration 2F: 3 clusters Score -332630.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -333998.906250 Penalty: 4222.540039
	Iteration 3F: 3 clusters Score -333998.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -335064.375000 Penalty: 4222.540039
	Iteration 4F: 3 clusters Score -335064.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -335678.281250 Penalty: 4222.540039
	Iteration 5F: 3 clusters Score -335678.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -335987.250000 Penalty: 4222.540039
	Iteration 6Q: 3 clusters Score -335987.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -336134.250000 Penalty: 4222.540039
	Iteration 7Q: 3 clusters Score -336134.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -336203.375000 Penalty: 4222.540039
	Iteration 8Q: 3 clusters Score -336203.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -336273.187500 Penalty: 4222.540039
	Iteration 9Q: 3 clusters Score -336273.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -336409.250000 Penalty: 4222.540039
	Iteration 10Q: 3 clusters Score -336409.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -336554.218750 Penalty: 4222.540039
	Iteration 11Q: 3 clusters Score -336554.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -336652.406250 Penalty: 4222.540039
	Iteration 12Q: 3 clusters Score -336652.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -336673.500000 Penalty: 4222.540039
	Iteration 13Q: 3 clusters Score -336673.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -336683.687500 Penalty: 4222.540039
	Iteration 14Q: 3 clusters Score -336683.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -336689.781250 Penalty: 4222.540039
	Iteration 15Q: 3 clusters Score -336689.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -336694.875000 Penalty: 4222.540039
	Iteration 16Q: 3 clusters Score -336694.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -336696.593750 Penalty: 4222.540039
	Iteration 17Q: 3 clusters Score -336696.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -336697.875000 Penalty: 4222.540039
	Iteration 18Q: 3 clusters Score -336697.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -336697.875000 Penalty: 4222.540039
	Iteration 19F: 3 clusters Score -336697.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 7209 members 
Mstep: Class 4 contains 131212 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 55612 members 
Mstep: Class 7 contains 30474 members 
Mstep: Class 8 contains 3537 members 
Mstep: Class 9 contains 203175 members 
Mstep: Class 10 contains 10962 members 
Mstep: Class 11 contains 80667 members 
Mstep: Class 12 contains 23996 members 
Mstep: Class 13 contains 9359 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 47235 members 
Mstep: Class 16 contains 3127 members 
Mstep: Class 17 contains 2776 members 
Mstep: Class 18 contains 211481 members 
Mstep: Class 19 contains 391137 members 
Mstep: Class 20 contains 2090 members 
Mstep: Class 21 contains 3093 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 26754 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 10929 members 
Mstep: Class 26 contains 12607 members 
Mstep: Class 27 contains 14642 members 
Mstep: Class 28 contains 19979 members 
Mstep: Class 29 contains 1111 members 
Mstep: Class 30 contains 6125 members 
Mstep: Class 31 contains 3420 members 
Mstep: Class 32 contains 4484 members 
Mstep: Class 33 contains 12872 members 
Mstep: Class 34 contains 2811 members 
Mstep: Class 35 contains 11244 members 
Mstep: Class 36 contains 4881 members 
Mstep: Class 37 contains 2724 members 
Mstep: Class 38 contains 3024 members 
Mstep: Class 39 contains 2594 members 
Entering Unmasked Estep 
Score: -102245016.000000 Penalty: 136988.015625
Splitting cluster 22 changes total score from -102240056.000000 to -102245016.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 23 (26754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Entering Unmasked Estep 
Score: -1964676.250000 Penalty: 2528.220947
	Iteration 0F: 2 clusters Score -1964676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1946278.750000 Penalty: 5056.441895
	Iteration 0F: 3 clusters Score -1946279 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1952705.000000 Penalty: 5056.441895
	Iteration 1F: 3 clusters Score -1952705 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1953324.625000 Penalty: 5056.441895
	Iteration 2F: 3 clusters Score -1953325 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1954199.000000 Penalty: 5056.441895
	Iteration 3Q: 3 clusters Score -1954199 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1955148.250000 Penalty: 5056.441895
	Iteration 4F: 3 clusters Score -1955148 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1956032.750000 Penalty: 5056.441895
	Iteration 5F: 3 clusters Score -1956033 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1956970.125000 Penalty: 5056.441895
	Iteration 6F: 3 clusters Score -1956970 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1958166.500000 Penalty: 5056.441895
	Iteration 7F: 3 clusters Score -1958166 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1959679.750000 Penalty: 5056.441895
	Iteration 8F: 3 clusters Score -1959680 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1961375.625000 Penalty: 5056.441895
	Iteration 9F: 3 clusters Score -1961376 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1962803.125000 Penalty: 5056.441895
	Iteration 10F: 3 clusters Score -1962803 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1963716.375000 Penalty: 5056.441895
	Iteration 11Q: 3 clusters Score -1963716 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1964297.625000 Penalty: 5056.441895
	Iteration 12Q: 3 clusters Score -1964298 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1964692.750000 Penalty: 5056.441895
	Iteration 13Q: 3 clusters Score -1964693 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1964994.750000 Penalty: 5056.441895
	Iteration 14Q: 3 clusters Score -1964995 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1965194.000000 Penalty: 5056.441895
	Iteration 15Q: 3 clusters Score -1965194 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1965316.625000 Penalty: 5056.441895
	Iteration 16Q: 3 clusters Score -1965317 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1965393.625000 Penalty: 5056.441895
	Iteration 17Q: 3 clusters Score -1965394 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1965439.375000 Penalty: 5056.441895
	Iteration 18Q: 3 clusters Score -1965439 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1965465.500000 Penalty: 5056.441895
	Iteration 19Q: 3 clusters Score -1965466 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1965483.125000 Penalty: 5056.441895
	Iteration 20F: 3 clusters Score -1965483 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1965494.875000 Penalty: 5056.441895
	Iteration 21Q: 3 clusters Score -1965495 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1965502.250000 Penalty: 5056.441895
	Iteration 22Q: 3 clusters Score -1965502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1965513.000000 Penalty: 5056.441895
	Iteration 23Q: 3 clusters Score -1965513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1965516.250000 Penalty: 5056.441895
	Iteration 24Q: 3 clusters Score -1965516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1965526.375000 Penalty: 5056.441895
	Iteration 25Q: 3 clusters Score -1965526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1965528.500000 Penalty: 5056.441895
	Iteration 26Q: 3 clusters Score -1965528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1965527.125000 Penalty: 5056.441895
	Iteration 27Q: 3 clusters Score -1965527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1965531.500000 Penalty: 5056.441895
	Iteration 28Q: 3 clusters Score -1965532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1965531.125000 Penalty: 5056.441895
	Iteration 29Q: 3 clusters Score -1965531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1965536.625000 Penalty: 5056.441895
	Iteration 30Q: 3 clusters Score -1965537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1965535.000000 Penalty: 5056.441895
	Iteration 31Q: 3 clusters Score -1965535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1965536.000000 Penalty: 5056.441895
	Iteration 32Q: 3 clusters Score -1965536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1965537.000000 Penalty: 5056.441895
	Iteration 33Q: 3 clusters Score -1965537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1965538.000000 Penalty: 5056.441895
	Iteration 34Q: 3 clusters Score -1965538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1965538.000000 Penalty: 5056.441895
	Iteration 35F: 3 clusters Score -1965538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 7209 members 
Mstep: Class 4 contains 131212 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 55612 members 
Mstep: Class 7 contains 30474 members 
Mstep: Class 8 contains 3537 members 
Mstep: Class 9 contains 203175 members 
Mstep: Class 10 contains 10962 members 
Mstep: Class 11 contains 80667 members 
Mstep: Class 12 contains 23996 members 
Mstep: Class 13 contains 9359 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 47235 members 
Mstep: Class 16 contains 3127 members 
Mstep: Class 17 contains 2776 members 
Mstep: Class 18 contains 211481 members 
Mstep: Class 19 contains 391137 members 
Mstep: Class 20 contains 2090 members 
Mstep: Class 21 contains 3093 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 25302 members 
Mstep: Class 24 contains 16232 members 
Mstep: Class 25 contains 10929 members 
Mstep: Class 26 contains 12607 members 
Mstep: Class 27 contains 14642 members 
Mstep: Class 28 contains 19979 members 
Mstep: Class 29 contains 1111 members 
Mstep: Class 30 contains 6125 members 
Mstep: Class 31 contains 3420 members 
Mstep: Class 32 contains 4484 members 
Mstep: Class 33 contains 12872 members 
Mstep: Class 34 contains 2811 members 
Mstep: Class 35 contains 11244 members 
Mstep: Class 36 contains 4881 members 
Mstep: Class 37 contains 2724 members 
Mstep: Class 38 contains 3024 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 1452 members 
Entering Unmasked Estep 
Score: -102244912.000000 Penalty: 140500.531250
Splitting cluster 23 changes total score from -102240056.000000 to -102244912.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 24 (16232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Entering Unmasked Estep 
Score: -1206470.500000 Penalty: 2404.295654
	Iteration 0F: 2 clusters Score -1206470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1194830.500000 Penalty: 4808.591309
	Iteration 0F: 3 clusters Score -1194830 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1198614.750000 Penalty: 4808.591309
	Iteration 1F: 3 clusters Score -1198615 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1199090.250000 Penalty: 4808.591309
	Iteration 2F: 3 clusters Score -1199090 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1199608.500000 Penalty: 4808.591309
	Iteration 3F: 3 clusters Score -1199608 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1200333.750000 Penalty: 4808.591309
	Iteration 4F: 3 clusters Score -1200334 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1201293.500000 Penalty: 4808.591309
	Iteration 5F: 3 clusters Score -1201294 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1202444.875000 Penalty: 4808.591309
	Iteration 6F: 3 clusters Score -1202445 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1203589.375000 Penalty: 4808.591309
	Iteration 7F: 3 clusters Score -1203589 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1204484.500000 Penalty: 4808.591309
	Iteration 8F: 3 clusters Score -1204484 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1205132.000000 Penalty: 4808.591309
	Iteration 9F: 3 clusters Score -1205132 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1205680.375000 Penalty: 4808.591309
	Iteration 10Q: 3 clusters Score -1205680 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1206086.250000 Penalty: 4808.591309
	Iteration 11Q: 3 clusters Score -1206086 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1206366.375000 Penalty: 4808.591309
	Iteration 12Q: 3 clusters Score -1206366 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1206573.750000 Penalty: 4808.591309
	Iteration 13Q: 3 clusters Score -1206574 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1206665.875000 Penalty: 4808.591309
	Iteration 14Q: 3 clusters Score -1206666 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1206730.750000 Penalty: 4808.591309
	Iteration 15Q: 3 clusters Score -1206731 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1206757.375000 Penalty: 4808.591309
	Iteration 16Q: 3 clusters Score -1206757 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1206773.500000 Penalty: 4808.591309
	Iteration 17Q: 3 clusters Score -1206774 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1206780.875000 Penalty: 4808.591309
	Iteration 18Q: 3 clusters Score -1206781 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1206791.875000 Penalty: 4808.591309
	Iteration 19Q: 3 clusters Score -1206792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1206797.500000 Penalty: 4808.591309
	Iteration 20F: 3 clusters Score -1206798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1206804.250000 Penalty: 4808.591309
	Iteration 21Q: 3 clusters Score -1206804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1206809.625000 Penalty: 4808.591309
	Iteration 22Q: 3 clusters Score -1206810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1206818.625000 Penalty: 4808.591309
	Iteration 23Q: 3 clusters Score -1206819 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1206825.625000 Penalty: 4808.591309
	Iteration 24Q: 3 clusters Score -1206826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1206829.750000 Penalty: 4808.591309
	Iteration 25Q: 3 clusters Score -1206830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1206836.125000 Penalty: 4808.591309
	Iteration 26Q: 3 clusters Score -1206836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1206839.375000 Penalty: 4808.591309
	Iteration 27Q: 3 clusters Score -1206839 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1206847.750000 Penalty: 4808.591309
	Iteration 28Q: 3 clusters Score -1206848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1206846.375000 Penalty: 4808.591309
	Iteration 29Q: 3 clusters Score -1206846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1206854.250000 Penalty: 4808.591309
	Iteration 30Q: 3 clusters Score -1206854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1206860.750000 Penalty: 4808.591309
	Iteration 31Q: 3 clusters Score -1206861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1206869.625000 Penalty: 4808.591309
	Iteration 32Q: 3 clusters Score -1206870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1206873.500000 Penalty: 4808.591309
	Iteration 33Q: 3 clusters Score -1206874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1206877.125000 Penalty: 4808.591309
	Iteration 34Q: 3 clusters Score -1206877 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1206886.500000 Penalty: 4808.591309
	Iteration 35Q: 3 clusters Score -1206886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1206891.625000 Penalty: 4808.591309
	Iteration 36Q: 3 clusters Score -1206892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1206901.250000 Penalty: 4808.591309
	Iteration 37Q: 3 clusters Score -1206901 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1206905.750000 Penalty: 4808.591309
	Iteration 38Q: 3 clusters Score -1206906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1206915.500000 Penalty: 4808.591309
	Iteration 39Q: 3 clusters Score -1206916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1206917.125000 Penalty: 4808.591309
	Iteration 40F: 3 clusters Score -1206917 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1206924.625000 Penalty: 4808.591309
	Iteration 41Q: 3 clusters Score -1206925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1206924.750000 Penalty: 4808.591309
	Iteration 42Q: 3 clusters Score -1206925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1206931.375000 Penalty: 4808.591309
	Iteration 43Q: 3 clusters Score -1206931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1206934.000000 Penalty: 4808.591309
	Iteration 44Q: 3 clusters Score -1206934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1206936.250000 Penalty: 4808.591309
	Iteration 45Q: 3 clusters Score -1206936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1206937.750000 Penalty: 4808.591309
	Iteration 46Q: 3 clusters Score -1206938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1206940.125000 Penalty: 4808.591309
	Iteration 47Q: 3 clusters Score -1206940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1206940.125000 Penalty: 4808.591309
	Iteration 48Q: 3 clusters Score -1206940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1206942.625000 Penalty: 4808.591309
	Iteration 49Q: 3 clusters Score -1206943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1206945.000000 Penalty: 4808.591309
	Iteration 50Q: 3 clusters Score -1206945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1206943.500000 Penalty: 4808.591309
	Iteration 51Q: 3 clusters Score -1206944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1206945.250000 Penalty: 4808.591309
	Iteration 52Q: 3 clusters Score -1206945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1206948.500000 Penalty: 4808.591309
	Iteration 53Q: 3 clusters Score -1206948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1206949.875000 Penalty: 4808.591309
	Iteration 54Q: 3 clusters Score -1206950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1206950.875000 Penalty: 4808.591309
	Iteration 55Q: 3 clusters Score -1206951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1206952.250000 Penalty: 4808.591309
	Iteration 56Q: 3 clusters Score -1206952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1206946.875000 Penalty: 4808.591309
	Iteration 57Q: 3 clusters Score -1206947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1206946.500000 Penalty: 4808.591309
	Iteration 58Q: 3 clusters Score -1206946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1206947.000000 Penalty: 4808.591309
	Iteration 59Q: 3 clusters Score -1206947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1206950.000000 Penalty: 4808.591309
	Iteration 60F: 3 clusters Score -1206950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1206949.750000 Penalty: 4808.591309
	Iteration 61Q: 3 clusters Score -1206950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1206948.375000 Penalty: 4808.591309
	Iteration 62Q: 3 clusters Score -1206948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1206949.250000 Penalty: 4808.591309
	Iteration 63Q: 3 clusters Score -1206949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1206949.000000 Penalty: 4808.591309
	Iteration 64Q: 3 clusters Score -1206949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1206947.625000 Penalty: 4808.591309
	Iteration 65Q: 3 clusters Score -1206948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1206946.750000 Penalty: 4808.591309
	Iteration 66Q: 3 clusters Score -1206947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1206946.750000 Penalty: 4808.591309
	Iteration 67F: 3 clusters Score -1206947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 7209 members 
Mstep: Class 4 contains 131212 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 55612 members 
Mstep: Class 7 contains 30474 members 
Mstep: Class 8 contains 3537 members 
Mstep: Class 9 contains 203175 members 
Mstep: Class 10 contains 10962 members 
Mstep: Class 11 contains 80667 members 
Mstep: Class 12 contains 23996 members 
Mstep: Class 13 contains 9359 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 47235 members 
Mstep: Class 16 contains 3127 members 
Mstep: Class 17 contains 2776 members 
Mstep: Class 18 contains 211481 members 
Mstep: Class 19 contains 391137 members 
Mstep: Class 20 contains 2090 members 
Mstep: Class 21 contains 3093 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 25302 members 
Mstep: Class 24 contains 3766 members 
Mstep: Class 25 contains 10929 members 
Mstep: Class 26 contains 12607 members 
Mstep: Class 27 contains 14642 members 
Mstep: Class 28 contains 19979 members 
Mstep: Class 29 contains 1111 members 
Mstep: Class 30 contains 6125 members 
Mstep: Class 31 contains 3420 members 
Mstep: Class 32 contains 4484 members 
Mstep: Class 33 contains 12872 members 
Mstep: Class 34 contains 2811 members 
Mstep: Class 35 contains 11244 members 
Mstep: Class 36 contains 4881 members 
Mstep: Class 37 contains 2724 members 
Mstep: Class 38 contains 3024 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 1452 members 
Mstep: Class 41 contains 12466 members 
Entering Unmasked Estep 
Score: -102244240.000000 Penalty: 144013.046875
Splitting cluster 24 changes total score from -102240056.000000 to -102244240.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 25 (10929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Entering Unmasked Estep 
Score: -771761.375000 Penalty: 2306.195557
	Iteration 0F: 2 clusters Score -771761.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -763406.875000 Penalty: 4612.391113
	Iteration 0F: 3 clusters Score -763406.9 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -766061.812500 Penalty: 4612.391113
	Iteration 1F: 3 clusters Score -766061.8 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -766668.500000 Penalty: 4612.391113
	Iteration 2F: 3 clusters Score -766668.5 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -767344.250000 Penalty: 4612.391113
	Iteration 3F: 3 clusters Score -767344.2 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -768012.187500 Penalty: 4612.391113
	Iteration 4F: 3 clusters Score -768012.2 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -768668.250000 Penalty: 4612.391113
	Iteration 5F: 3 clusters Score -768668.2 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -769305.812500 Penalty: 4612.391113
	Iteration 6F: 3 clusters Score -769305.8 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -770028.562500 Penalty: 4612.391113
	Iteration 7F: 3 clusters Score -770028.6 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -770616.000000 Penalty: 4612.391113
	Iteration 8F: 3 clusters Score -770616 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -770946.625000 Penalty: 4612.391113
	Iteration 9Q: 3 clusters Score -770946.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -771136.125000 Penalty: 4612.391113
	Iteration 10Q: 3 clusters Score -771136.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -771251.750000 Penalty: 4612.391113
	Iteration 11Q: 3 clusters Score -771251.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -771330.875000 Penalty: 4612.391113
	Iteration 12Q: 3 clusters Score -771330.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -771390.625000 Penalty: 4612.391113
	Iteration 13Q: 3 clusters Score -771390.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -771437.437500 Penalty: 4612.391113
	Iteration 14Q: 3 clusters Score -771437.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -771464.750000 Penalty: 4612.391113
	Iteration 15Q: 3 clusters Score -771464.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -771478.437500 Penalty: 4612.391113
	Iteration 16Q: 3 clusters Score -771478.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -771490.812500 Penalty: 4612.391113
	Iteration 17Q: 3 clusters Score -771490.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -771502.625000 Penalty: 4612.391113
	Iteration 18Q: 3 clusters Score -771502.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -771512.187500 Penalty: 4612.391113
	Iteration 19Q: 3 clusters Score -771512.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -771523.750000 Penalty: 4612.391113
	Iteration 20F: 3 clusters Score -771523.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -771531.250000 Penalty: 4612.391113
	Iteration 21Q: 3 clusters Score -771531.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -771541.375000 Penalty: 4612.391113
	Iteration 22Q: 3 clusters Score -771541.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -771547.125000 Penalty: 4612.391113
	Iteration 23Q: 3 clusters Score -771547.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -771560.500000 Penalty: 4612.391113
	Iteration 24Q: 3 clusters Score -771560.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -771571.062500 Penalty: 4612.391113
	Iteration 25Q: 3 clusters Score -771571.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -771581.562500 Penalty: 4612.391113
	Iteration 26Q: 3 clusters Score -771581.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -771591.812500 Penalty: 4612.391113
	Iteration 27Q: 3 clusters Score -771591.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -771598.625000 Penalty: 4612.391113
	Iteration 28Q: 3 clusters Score -771598.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -771603.937500 Penalty: 4612.391113
	Iteration 29Q: 3 clusters Score -771603.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -771610.875000 Penalty: 4612.391113
	Iteration 30Q: 3 clusters Score -771610.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -771622.875000 Penalty: 4612.391113
	Iteration 31Q: 3 clusters Score -771622.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -771627.625000 Penalty: 4612.391113
	Iteration 32Q: 3 clusters Score -771627.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -771637.562500 Penalty: 4612.391113
	Iteration 33Q: 3 clusters Score -771637.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -771642.062500 Penalty: 4612.391113
	Iteration 34Q: 3 clusters Score -771642.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -771648.625000 Penalty: 4612.391113
	Iteration 35Q: 3 clusters Score -771648.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -771654.437500 Penalty: 4612.391113
	Iteration 36Q: 3 clusters Score -771654.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -771657.187500 Penalty: 4612.391113
	Iteration 37Q: 3 clusters Score -771657.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -771662.437500 Penalty: 4612.391113
	Iteration 38Q: 3 clusters Score -771662.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -771666.687500 Penalty: 4612.391113
	Iteration 39Q: 3 clusters Score -771666.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -771671.000000 Penalty: 4612.391113
	Iteration 40F: 3 clusters Score -771671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -771676.125000 Penalty: 4612.391113
	Iteration 41Q: 3 clusters Score -771676.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -771680.687500 Penalty: 4612.391113
	Iteration 42Q: 3 clusters Score -771680.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -771684.437500 Penalty: 4612.391113
	Iteration 43Q: 3 clusters Score -771684.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -771687.937500 Penalty: 4612.391113
	Iteration 44Q: 3 clusters Score -771687.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -771689.562500 Penalty: 4612.391113
	Iteration 45Q: 3 clusters Score -771689.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -771690.375000 Penalty: 4612.391113
	Iteration 46Q: 3 clusters Score -771690.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -771695.437500 Penalty: 4612.391113
	Iteration 47Q: 3 clusters Score -771695.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -771695.937500 Penalty: 4612.391113
	Iteration 48Q: 3 clusters Score -771695.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -771695.437500 Penalty: 4612.391113
	Iteration 49Q: 3 clusters Score -771695.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -771696.625000 Penalty: 4612.391113
	Iteration 50Q: 3 clusters Score -771696.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -771697.312500 Penalty: 4612.391113
	Iteration 51Q: 3 clusters Score -771697.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -771698.062500 Penalty: 4612.391113
	Iteration 52Q: 3 clusters Score -771698.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -771698.500000 Penalty: 4612.391113
	Iteration 53Q: 3 clusters Score -771698.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -771699.375000 Penalty: 4612.391113
	Iteration 54Q: 3 clusters Score -771699.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -771698.000000 Penalty: 4612.391113
	Iteration 55Q: 3 clusters Score -771698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -771699.062500 Penalty: 4612.391113
	Iteration 56Q: 3 clusters Score -771699.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -771699.062500 Penalty: 4612.391113
	Iteration 57F: 3 clusters Score -771699.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Entering Unmasked Estep 
Score: -777954.437500 Penalty: 2341.617676
	Iteration 0F: 2 clusters Score -777954.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -768746.875000 Penalty: 4683.235352
	Iteration 0F: 3 clusters Score -768746.9 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -772901.625000 Penalty: 4683.235352
	Iteration 1F: 3 clusters Score -772901.6 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -775062.500000 Penalty: 4683.235352
	Iteration 2F: 3 clusters Score -775062.5 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -777022.812500 Penalty: 4683.235352
	Iteration 3F: 3 clusters Score -777022.8 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -778462.687500 Penalty: 4683.235352
	Iteration 4F: 3 clusters Score -778462.7 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -779203.250000 Penalty: 4683.235352
	Iteration 5F: 3 clusters Score -779203.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -779500.750000 Penalty: 4683.235352
	Iteration 6Q: 3 clusters Score -779500.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -779648.312500 Penalty: 4683.235352
	Iteration 7Q: 3 clusters Score -779648.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -779728.625000 Penalty: 4683.235352
	Iteration 8Q: 3 clusters Score -779728.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -779767.437500 Penalty: 4683.235352
	Iteration 9Q: 3 clusters Score -779767.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -779801.062500 Penalty: 4683.235352
	Iteration 10Q: 3 clusters Score -779801.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -779827.687500 Penalty: 4683.235352
	Iteration 11Q: 3 clusters Score -779827.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -779849.250000 Penalty: 4683.235352
	Iteration 12Q: 3 clusters Score -779849.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -779865.750000 Penalty: 4683.235352
	Iteration 13Q: 3 clusters Score -779865.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -779877.687500 Penalty: 4683.235352
	Iteration 14Q: 3 clusters Score -779877.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -779888.812500 Penalty: 4683.235352
	Iteration 15Q: 3 clusters Score -779888.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -779895.250000 Penalty: 4683.235352
	Iteration 16Q: 3 clusters Score -779895.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -779901.625000 Penalty: 4683.235352
	Iteration 17Q: 3 clusters Score -779901.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -779907.125000 Penalty: 4683.235352
	Iteration 18Q: 3 clusters Score -779907.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -779916.437500 Penalty: 4683.235352
	Iteration 19Q: 3 clusters Score -779916.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -779918.062500 Penalty: 4683.235352
	Iteration 20F: 3 clusters Score -779918.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -779922.750000 Penalty: 4683.235352
	Iteration 21Q: 3 clusters Score -779922.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -779928.062500 Penalty: 4683.235352
	Iteration 22Q: 3 clusters Score -779928.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -779933.000000 Penalty: 4683.235352
	Iteration 23Q: 3 clusters Score -779933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -779940.500000 Penalty: 4683.235352
	Iteration 24Q: 3 clusters Score -779940.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -779951.062500 Penalty: 4683.235352
	Iteration 25Q: 3 clusters Score -779951.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -779958.500000 Penalty: 4683.235352
	Iteration 26Q: 3 clusters Score -779958.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -779967.062500 Penalty: 4683.235352
	Iteration 27Q: 3 clusters Score -779967.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -779978.250000 Penalty: 4683.235352
	Iteration 28Q: 3 clusters Score -779978.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -779991.812500 Penalty: 4683.235352
	Iteration 29Q: 3 clusters Score -779991.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -780018.062500 Penalty: 4683.235352
	Iteration 30Q: 3 clusters Score -780018.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -780049.562500 Penalty: 4683.235352
	Iteration 31Q: 3 clusters Score -780049.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -780084.187500 Penalty: 4683.235352
	Iteration 32Q: 3 clusters Score -780084.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -780132.187500 Penalty: 4683.235352
	Iteration 33Q: 3 clusters Score -780132.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -780178.250000 Penalty: 4683.235352
	Iteration 34Q: 3 clusters Score -780178.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -780230.687500 Penalty: 4683.235352
	Iteration 35Q: 3 clusters Score -780230.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -780315.500000 Penalty: 4683.235352
	Iteration 36Q: 3 clusters Score -780315.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -780373.250000 Penalty: 4683.235352
	Iteration 37Q: 3 clusters Score -780373.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -780427.250000 Penalty: 4683.235352
	Iteration 38Q: 3 clusters Score -780427.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -780478.437500 Penalty: 4683.235352
	Iteration 39Q: 3 clusters Score -780478.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -780520.937500 Penalty: 4683.235352
	Iteration 40F: 3 clusters Score -780520.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -780548.187500 Penalty: 4683.235352
	Iteration 41Q: 3 clusters Score -780548.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -780574.250000 Penalty: 4683.235352
	Iteration 42Q: 3 clusters Score -780574.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -780596.875000 Penalty: 4683.235352
	Iteration 43Q: 3 clusters Score -780596.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -780615.812500 Penalty: 4683.235352
	Iteration 44Q: 3 clusters Score -780615.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -780626.187500 Penalty: 4683.235352
	Iteration 45Q: 3 clusters Score -780626.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -780642.312500 Penalty: 4683.235352
	Iteration 46Q: 3 clusters Score -780642.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -780660.937500 Penalty: 4683.235352
	Iteration 47Q: 3 clusters Score -780660.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -780684.187500 Penalty: 4683.235352
	Iteration 48Q: 3 clusters Score -780684.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -780699.187500 Penalty: 4683.235352
	Iteration 49Q: 3 clusters Score -780699.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -780723.375000 Penalty: 4683.235352
	Iteration 50Q: 3 clusters Score -780723.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -780742.687500 Penalty: 4683.235352
	Iteration 51Q: 3 clusters Score -780742.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -780753.000000 Penalty: 4683.235352
	Iteration 52Q: 3 clusters Score -780753 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -780763.312500 Penalty: 4683.235352
	Iteration 53Q: 3 clusters Score -780763.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -780772.375000 Penalty: 4683.235352
	Iteration 54Q: 3 clusters Score -780772.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -780780.312500 Penalty: 4683.235352
	Iteration 55Q: 3 clusters Score -780780.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -780791.187500 Penalty: 4683.235352
	Iteration 56Q: 3 clusters Score -780791.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -780799.812500 Penalty: 4683.235352
	Iteration 57Q: 3 clusters Score -780799.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -780812.750000 Penalty: 4683.235352
	Iteration 58Q: 3 clusters Score -780812.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -780820.687500 Penalty: 4683.235352
	Iteration 59Q: 3 clusters Score -780820.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -780831.687500 Penalty: 4683.235352
	Iteration 60F: 3 clusters Score -780831.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -780843.187500 Penalty: 4683.235352
	Iteration 61Q: 3 clusters Score -780843.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -780850.562500 Penalty: 4683.235352
	Iteration 62Q: 3 clusters Score -780850.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -780857.562500 Penalty: 4683.235352
	Iteration 63Q: 3 clusters Score -780857.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -780859.187500 Penalty: 4683.235352
	Iteration 64Q: 3 clusters Score -780859.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -780863.687500 Penalty: 4683.235352
	Iteration 65Q: 3 clusters Score -780863.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -780866.250000 Penalty: 4683.235352
	Iteration 66Q: 3 clusters Score -780866.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -780870.812500 Penalty: 4683.235352
	Iteration 67Q: 3 clusters Score -780870.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -780873.562500 Penalty: 4683.235352
	Iteration 68Q: 3 clusters Score -780873.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -780873.812500 Penalty: 4683.235352
	Iteration 69Q: 3 clusters Score -780873.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -780875.312500 Penalty: 4683.235352
	Iteration 70Q: 3 clusters Score -780875.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -780873.750000 Penalty: 4683.235352
	Iteration 71Q: 3 clusters Score -780873.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -780878.937500 Penalty: 4683.235352
	Iteration 72Q: 3 clusters Score -780878.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -780877.875000 Penalty: 4683.235352
	Iteration 73Q: 3 clusters Score -780877.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -780879.062500 Penalty: 4683.235352
	Iteration 74Q: 3 clusters Score -780879.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -780881.875000 Penalty: 4683.235352
	Iteration 75Q: 3 clusters Score -780881.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -780880.750000 Penalty: 4683.235352
	Iteration 76Q: 3 clusters Score -780880.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -780880.375000 Penalty: 4683.235352
	Iteration 77Q: 3 clusters Score -780880.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -780879.937500 Penalty: 4683.235352
	Iteration 78Q: 3 clusters Score -780879.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -780881.812500 Penalty: 4683.235352
	Iteration 79Q: 3 clusters Score -780881.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -780880.500000 Penalty: 4683.235352
	Iteration 80F: 3 clusters Score -780880.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -780880.312500 Penalty: 4683.235352
	Iteration 81Q: 3 clusters Score -780880.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -780880.437500 Penalty: 4683.235352
	Iteration 82Q: 3 clusters Score -780880.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -780881.812500 Penalty: 4683.235352
	Iteration 83Q: 3 clusters Score -780881.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -780881.812500 Penalty: 4683.235352
	Iteration 84Q: 3 clusters Score -780881.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -780883.875000 Penalty: 4683.235352
	Iteration 85Q: 3 clusters Score -780883.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -780881.750000 Penalty: 4683.235352
	Iteration 86Q: 3 clusters Score -780881.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -780881.750000 Penalty: 4683.235352
	Iteration 87F: 3 clusters Score -780881.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 7209 members 
Mstep: Class 4 contains 131212 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 55612 members 
Mstep: Class 7 contains 30474 members 
Mstep: Class 8 contains 3537 members 
Mstep: Class 9 contains 203175 members 
Mstep: Class 10 contains 10962 members 
Mstep: Class 11 contains 80667 members 
Mstep: Class 12 contains 23996 members 
Mstep: Class 13 contains 9359 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 47235 members 
Mstep: Class 16 contains 3127 members 
Mstep: Class 17 contains 2776 members 
Mstep: Class 18 contains 211481 members 
Mstep: Class 19 contains 391137 members 
Mstep: Class 20 contains 2090 members 
Mstep: Class 21 contains 3093 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 25302 members 
Mstep: Class 24 contains 3766 members 
Mstep: Class 25 contains 10929 members 
Mstep: Class 26 contains 8459 members 
Mstep: Class 27 contains 14642 members 
Mstep: Class 28 contains 19979 members 
Mstep: Class 29 contains 1111 members 
Mstep: Class 30 contains 6125 members 
Mstep: Class 31 contains 3420 members 
Mstep: Class 32 contains 4484 members 
Mstep: Class 33 contains 12872 members 
Mstep: Class 34 contains 2811 members 
Mstep: Class 35 contains 11244 members 
Mstep: Class 36 contains 4881 members 
Mstep: Class 37 contains 2724 members 
Mstep: Class 38 contains 3024 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 1452 members 
Mstep: Class 41 contains 12466 members 
Mstep: Class 42 contains 4148 members 
Entering Unmasked Estep 
Score: -102245840.000000 Penalty: 147525.546875
Splitting cluster 26 changes total score from -102240056.000000 to -102245840.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 27 (14642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Entering Unmasked Estep 
Score: -1076307.750000 Penalty: 2378.729004
	Iteration 0F: 2 clusters Score -1076308 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 7402 members 
Entering Unmasked Estep 
Score: -1065628.250000 Penalty: 4757.458008
	Iteration 0F: 3 clusters Score -1065628 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1069086.875000 Penalty: 4757.458008
	Iteration 1F: 3 clusters Score -1069087 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1069454.000000 Penalty: 4757.458008
	Iteration 2F: 3 clusters Score -1069454 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1069764.375000 Penalty: 4757.458008
	Iteration 3Q: 3 clusters Score -1069764 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1070044.500000 Penalty: 4757.458008
	Iteration 4Q: 3 clusters Score -1070044 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1070316.500000 Penalty: 4757.458008
	Iteration 5Q: 3 clusters Score -1070316 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1070661.875000 Penalty: 4757.458008
	Iteration 6Q: 3 clusters Score -1070662 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1071093.625000 Penalty: 4757.458008
	Iteration 7Q: 3 clusters Score -1071094 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1071583.250000 Penalty: 4757.458008
	Iteration 8Q: 3 clusters Score -1071583 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1072124.625000 Penalty: 4757.458008
	Iteration 9Q: 3 clusters Score -1072125 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1072670.625000 Penalty: 4757.458008
	Iteration 10Q: 3 clusters Score -1072671 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1073144.875000 Penalty: 4757.458008
	Iteration 11Q: 3 clusters Score -1073145 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1073557.000000 Penalty: 4757.458008
	Iteration 12Q: 3 clusters Score -1073557 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1073868.000000 Penalty: 4757.458008
	Iteration 13Q: 3 clusters Score -1073868 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1074092.750000 Penalty: 4757.458008
	Iteration 14Q: 3 clusters Score -1074093 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1074233.250000 Penalty: 4757.458008
	Iteration 15Q: 3 clusters Score -1074233 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1074358.375000 Penalty: 4757.458008
	Iteration 16Q: 3 clusters Score -1074358 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1074460.750000 Penalty: 4757.458008
	Iteration 17Q: 3 clusters Score -1074461 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1074549.000000 Penalty: 4757.458008
	Iteration 18Q: 3 clusters Score -1074549 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1074614.750000 Penalty: 4757.458008
	Iteration 19Q: 3 clusters Score -1074615 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1074675.000000 Penalty: 4757.458008
	Iteration 20F: 3 clusters Score -1074675 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1074724.750000 Penalty: 4757.458008
	Iteration 21Q: 3 clusters Score -1074725 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1074777.750000 Penalty: 4757.458008
	Iteration 22Q: 3 clusters Score -1074778 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1074820.250000 Penalty: 4757.458008
	Iteration 23Q: 3 clusters Score -1074820 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1074851.375000 Penalty: 4757.458008
	Iteration 24Q: 3 clusters Score -1074851 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1074868.250000 Penalty: 4757.458008
	Iteration 25Q: 3 clusters Score -1074868 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1074886.500000 Penalty: 4757.458008
	Iteration 26Q: 3 clusters Score -1074886 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1074892.375000 Penalty: 4757.458008
	Iteration 27Q: 3 clusters Score -1074892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1074900.875000 Penalty: 4757.458008
	Iteration 28Q: 3 clusters Score -1074901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1074905.875000 Penalty: 4757.458008
	Iteration 29Q: 3 clusters Score -1074906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1074910.000000 Penalty: 4757.458008
	Iteration 30Q: 3 clusters Score -1074910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1074912.250000 Penalty: 4757.458008
	Iteration 31Q: 3 clusters Score -1074912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1074915.000000 Penalty: 4757.458008
	Iteration 32Q: 3 clusters Score -1074915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1074919.000000 Penalty: 4757.458008
	Iteration 33Q: 3 clusters Score -1074919 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1074921.000000 Penalty: 4757.458008
	Iteration 34Q: 3 clusters Score -1074921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1074923.125000 Penalty: 4757.458008
	Iteration 35Q: 3 clusters Score -1074923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1074928.250000 Penalty: 4757.458008
	Iteration 36Q: 3 clusters Score -1074928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1074931.625000 Penalty: 4757.458008
	Iteration 37Q: 3 clusters Score -1074932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1074934.500000 Penalty: 4757.458008
	Iteration 38Q: 3 clusters Score -1074934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1074934.500000 Penalty: 4757.458008
	Iteration 39Q: 3 clusters Score -1074934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1074939.250000 Penalty: 4757.458008
	Iteration 40F: 3 clusters Score -1074939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1074941.250000 Penalty: 4757.458008
	Iteration 41Q: 3 clusters Score -1074941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1074943.750000 Penalty: 4757.458008
	Iteration 42Q: 3 clusters Score -1074944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1074947.250000 Penalty: 4757.458008
	Iteration 43Q: 3 clusters Score -1074947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1074949.375000 Penalty: 4757.458008
	Iteration 44Q: 3 clusters Score -1074949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1074950.750000 Penalty: 4757.458008
	Iteration 45Q: 3 clusters Score -1074951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1074954.500000 Penalty: 4757.458008
	Iteration 46Q: 3 clusters Score -1074954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1074954.750000 Penalty: 4757.458008
	Iteration 47Q: 3 clusters Score -1074955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1074958.625000 Penalty: 4757.458008
	Iteration 48Q: 3 clusters Score -1074959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1074956.250000 Penalty: 4757.458008
	Iteration 49Q: 3 clusters Score -1074956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1074959.250000 Penalty: 4757.458008
	Iteration 50Q: 3 clusters Score -1074959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1074958.250000 Penalty: 4757.458008
	Iteration 51Q: 3 clusters Score -1074958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1074956.750000 Penalty: 4757.458008
	Iteration 52Q: 3 clusters Score -1074957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1074961.000000 Penalty: 4757.458008
	Iteration 53Q: 3 clusters Score -1074961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1074964.500000 Penalty: 4757.458008
	Iteration 54Q: 3 clusters Score -1074964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1074963.125000 Penalty: 4757.458008
	Iteration 55Q: 3 clusters Score -1074963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1074964.000000 Penalty: 4757.458008
	Iteration 56Q: 3 clusters Score -1074964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1074964.125000 Penalty: 4757.458008
	Iteration 57Q: 3 clusters Score -1074964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1074965.875000 Penalty: 4757.458008
	Iteration 58Q: 3 clusters Score -1074966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1074965.875000 Penalty: 4757.458008
	Iteration 59F: 3 clusters Score -1074966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Entering Unmasked Estep 
Score: -1421018.625000 Penalty: 2455.804443
	Iteration 0F: 2 clusters Score -1421019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1407057.375000 Penalty: 4911.608887
	Iteration 0F: 3 clusters Score -1407057 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1412698.875000 Penalty: 4911.608887
	Iteration 1F: 3 clusters Score -1412699 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1414024.750000 Penalty: 4911.608887
	Iteration 2F: 3 clusters Score -1414025 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1415292.500000 Penalty: 4911.608887
	Iteration 3F: 3 clusters Score -1415292 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1416336.375000 Penalty: 4911.608887
	Iteration 4F: 3 clusters Score -1416336 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1417115.750000 Penalty: 4911.608887
	Iteration 5F: 3 clusters Score -1417116 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1417774.750000 Penalty: 4911.608887
	Iteration 6F: 3 clusters Score -1417775 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1418386.375000 Penalty: 4911.608887
	Iteration 7Q: 3 clusters Score -1418386 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1419005.500000 Penalty: 4911.608887
	Iteration 8Q: 3 clusters Score -1419006 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1419955.625000 Penalty: 4911.608887
	Iteration 9Q: 3 clusters Score -1419956 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1421874.125000 Penalty: 4911.608887
	Iteration 10Q: 3 clusters Score -1421874 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1423067.500000 Penalty: 4911.608887
	Iteration 11Q: 3 clusters Score -1423068 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1423626.750000 Penalty: 4911.608887
	Iteration 12Q: 3 clusters Score -1423627 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1423979.125000 Penalty: 4911.608887
	Iteration 13Q: 3 clusters Score -1423979 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1424217.875000 Penalty: 4911.608887
	Iteration 14Q: 3 clusters Score -1424218 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1424403.750000 Penalty: 4911.608887
	Iteration 15Q: 3 clusters Score -1424404 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1424592.500000 Penalty: 4911.608887
	Iteration 16Q: 3 clusters Score -1424592 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1424730.875000 Penalty: 4911.608887
	Iteration 17Q: 3 clusters Score -1424731 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1424811.375000 Penalty: 4911.608887
	Iteration 18Q: 3 clusters Score -1424811 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1424867.750000 Penalty: 4911.608887
	Iteration 19Q: 3 clusters Score -1424868 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1424905.125000 Penalty: 4911.608887
	Iteration 20F: 3 clusters Score -1424905 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1424916.750000 Penalty: 4911.608887
	Iteration 21Q: 3 clusters Score -1424917 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1424930.000000 Penalty: 4911.608887
	Iteration 22Q: 3 clusters Score -1424930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1424941.500000 Penalty: 4911.608887
	Iteration 23Q: 3 clusters Score -1424942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1424945.125000 Penalty: 4911.608887
	Iteration 24Q: 3 clusters Score -1424945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1424944.875000 Penalty: 4911.608887
	Iteration 25Q: 3 clusters Score -1424945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1424944.750000 Penalty: 4911.608887
	Iteration 26Q: 3 clusters Score -1424945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1424942.625000 Penalty: 4911.608887
	Iteration 27Q: 3 clusters Score -1424943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1424942.625000 Penalty: 4911.608887
	Iteration 28F: 3 clusters Score -1424943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 7209 members 
Mstep: Class 4 contains 131212 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 55612 members 
Mstep: Class 7 contains 30474 members 
Mstep: Class 8 contains 3537 members 
Mstep: Class 9 contains 203175 members 
Mstep: Class 10 contains 10962 members 
Mstep: Class 11 contains 80667 members 
Mstep: Class 12 contains 23996 members 
Mstep: Class 13 contains 9359 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 47235 members 
Mstep: Class 16 contains 3127 members 
Mstep: Class 17 contains 2776 members 
Mstep: Class 18 contains 211481 members 
Mstep: Class 19 contains 391137 members 
Mstep: Class 20 contains 2090 members 
Mstep: Class 21 contains 3093 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 25302 members 
Mstep: Class 24 contains 3766 members 
Mstep: Class 25 contains 10929 members 
Mstep: Class 26 contains 8459 members 
Mstep: Class 27 contains 14642 members 
Mstep: Class 28 contains 16594 members 
Mstep: Class 29 contains 1111 members 
Mstep: Class 30 contains 6125 members 
Mstep: Class 31 contains 3420 members 
Mstep: Class 32 contains 4484 members 
Mstep: Class 33 contains 12872 members 
Mstep: Class 34 contains 2811 members 
Mstep: Class 35 contains 11244 members 
Mstep: Class 36 contains 4881 members 
Mstep: Class 37 contains 2724 members 
Mstep: Class 38 contains 3024 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 1452 members 
Mstep: Class 41 contains 12466 members 
Mstep: Class 42 contains 4148 members 
Mstep: Class 43 contains 3385 members 
Entering Unmasked Estep 
Score: -102248416.000000 Penalty: 151038.062500
Splitting cluster 28 changes total score from -102240056.000000 to -102248416.000000
So it's getting split into cluster 43.
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 7209 members 
Mstep: Class 4 contains 131212 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 55612 members 
Mstep: Class 7 contains 30474 members 
Mstep: Class 8 contains 3537 members 
Mstep: Class 9 contains 203175 members 
Mstep: Class 10 contains 10962 members 
Mstep: Class 11 contains 80667 members 
Mstep: Class 12 contains 23996 members 
Mstep: Class 13 contains 9359 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 47235 members 
Mstep: Class 16 contains 3127 members 
Mstep: Class 17 contains 2776 members 
Mstep: Class 18 contains 211481 members 
Mstep: Class 19 contains 391137 members 
Mstep: Class 20 contains 2090 members 
Mstep: Class 21 contains 3093 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 25302 members 
Mstep: Class 24 contains 3766 members 
Mstep: Class 25 contains 10929 members 
Mstep: Class 26 contains 8459 members 
Mstep: Class 27 contains 14642 members 
Mstep: Class 28 contains 16594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102257440.000000 Penalty: 151038.062500
Iteration 79Q: 44 clusters Score -1.022574e+08 nChanged 16910
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 7382 members 
Mstep: Class 3 contains 6822 members 
Mstep: Class 4 contains 131347 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 55622 members 
Mstep: Class 7 contains 30791 members 
Mstep: Class 8 contains 3695 members 
Mstep: Class 9 contains 202262 members 
Mstep: Class 10 contains 11108 members 
Mstep: Class 11 contains 80575 members 
Mstep: Class 12 contains 24124 members 
Mstep: Class 13 contains 9704 members 
Mstep: Class 14 contains 2222 members 
Mstep: Class 15 contains 47328 members 
Mstep: Class 16 contains 3130 members 
Mstep: Class 17 contains 2977 members 
Mstep: Class 18 contains 210427 members 
Mstep: Class 19 contains 391577 members 
Mstep: Class 20 contains 2112 members 
Mstep: Class 21 contains 3380 members 
Mstep: Class 22 contains 2427 members 
Mstep: Class 23 contains 25857 members 
Mstep: Class 24 contains 3789 members 
Mstep: Class 25 contains 10601 members 
Mstep: Class 26 contains 9836 members 
Mstep: Class 27 contains 14790 members 
Mstep: Class 28 contains 17136 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 3300 members 
Mstep: Class 32 contains 4397 members 
Mstep: Class 33 contains 12609 members 
Mstep: Class 34 contains 2822 members 
Mstep: Class 35 contains 10697 members 
Mstep: Class 36 contains 4907 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 2923 members 
Mstep: Class 39 contains 2547 members 
Mstep: Class 40 contains 1461 members 
Mstep: Class 41 contains 11947 members 
Mstep: Class 42 contains 3699 members 
Mstep: Class 43 contains 3309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102266376.000000 Penalty: 151038.062500
Iteration 80F: 44 clusters Score -1.022664e+08 nChanged 11586
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 7355 members 
Mstep: Class 3 contains 6381 members 
Mstep: Class 4 contains 131188 members 
Mstep: Class 5 contains 26494 members 
Mstep: Class 6 contains 55519 members 
Mstep: Class 7 contains 30566 members 
Mstep: Class 8 contains 3452 members 
Mstep: Class 9 contains 201555 members 
Mstep: Class 10 contains 10889 members 
Mstep: Class 11 contains 80477 members 
Mstep: Class 12 contains 23977 members 
Mstep: Class 13 contains 9856 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 47199 members 
Mstep: Class 16 contains 3128 members 
Mstep: Class 17 contains 3045 members 
Mstep: Class 18 contains 209655 members 
Mstep: Class 19 contains 390982 members 
Mstep: Class 20 contains 2114 members 
Mstep: Class 21 contains 3620 members 
Mstep: Class 22 contains 2452 members 
Mstep: Class 23 contains 26250 members 
Mstep: Class 24 contains 3773 members 
Mstep: Class 25 contains 10364 members 
Mstep: Class 26 contains 10858 members 
Mstep: Class 27 contains 14669 members 
Mstep: Class 28 contains 17325 members 
Mstep: Class 29 contains 1197 members 
Mstep: Class 30 contains 6209 members 
Mstep: Class 31 contains 3297 members 
Mstep: Class 32 contains 4508 members 
Mstep: Class 33 contains 12629 members 
Mstep: Class 34 contains 3186 members 
Mstep: Class 35 contains 10747 members 
Mstep: Class 36 contains 5311 members 
Mstep: Class 37 contains 2783 members 
Mstep: Class 38 contains 3122 members 
Mstep: Class 39 contains 2670 members 
Mstep: Class 40 contains 1499 members 
Mstep: Class 41 contains 12306 members 
Mstep: Class 42 contains 3853 members 
Mstep: Class 43 contains 3398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102270096.000000 Penalty: 151038.062500
Iteration 81Q: 44 clusters Score -1.022701e+08 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 7349 members 
Mstep: Class 3 contains 5924 members 
Mstep: Class 4 contains 131137 members 
Mstep: Class 5 contains 26510 members 
Mstep: Class 6 contains 55416 members 
Mstep: Class 7 contains 30458 members 
Mstep: Class 8 contains 3378 members 
Mstep: Class 9 contains 201155 members 
Mstep: Class 10 contains 10772 members 
Mstep: Class 11 contains 80414 members 
Mstep: Class 12 contains 23863 members 
Mstep: Class 13 contains 9984 members 
Mstep: Class 14 contains 2288 members 
Mstep: Class 15 contains 47112 members 
Mstep: Class 16 contains 3128 members 
Mstep: Class 17 contains 3121 members 
Mstep: Class 18 contains 209128 members 
Mstep: Class 19 contains 390583 members 
Mstep: Class 20 contains 2116 members 
Mstep: Class 21 contains 3816 members 
Mstep: Class 22 contains 2488 members 
Mstep: Class 23 contains 26512 members 
Mstep: Class 24 contains 3808 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 11719 members 
Mstep: Class 27 contains 14616 members 
Mstep: Class 28 contains 17494 members 
Mstep: Class 29 contains 1212 members 
Mstep: Class 30 contains 6331 members 
Mstep: Class 31 contains 3275 members 
Mstep: Class 32 contains 4573 members 
Mstep: Class 33 contains 12671 members 
Mstep: Class 34 contains 3346 members 
Mstep: Class 35 contains 10706 members 
Mstep: Class 36 contains 5495 members 
Mstep: Class 37 contains 2787 members 
Mstep: Class 38 contains 3239 members 
Mstep: Class 39 contains 2690 members 
Mstep: Class 40 contains 1545 members 
Mstep: Class 41 contains 12457 members 
Mstep: Class 42 contains 3959 members 
Mstep: Class 43 contains 3443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102272256.000000 Penalty: 151038.062500
Iteration 82Q: 44 clusters Score -1.022723e+08 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 7351 members 
Mstep: Class 3 contains 5480 members 
Mstep: Class 4 contains 131064 members 
Mstep: Class 5 contains 26533 members 
Mstep: Class 6 contains 55337 members 
Mstep: Class 7 contains 30411 members 
Mstep: Class 8 contains 3346 members 
Mstep: Class 9 contains 200898 members 
Mstep: Class 10 contains 10687 members 
Mstep: Class 11 contains 80391 members 
Mstep: Class 12 contains 23780 members 
Mstep: Class 13 contains 10065 members 
Mstep: Class 14 contains 2314 members 
Mstep: Class 15 contains 47005 members 
Mstep: Class 16 contains 3130 members 
Mstep: Class 17 contains 3207 members 
Mstep: Class 18 contains 208743 members 
Mstep: Class 19 contains 390342 members 
Mstep: Class 20 contains 2123 members 
Mstep: Class 21 contains 3980 members 
Mstep: Class 22 contains 2527 members 
Mstep: Class 23 contains 26677 members 
Mstep: Class 24 contains 3845 members 
Mstep: Class 25 contains 10082 members 
Mstep: Class 26 contains 12422 members 
Mstep: Class 27 contains 14575 members 
Mstep: Class 28 contains 17555 members 
Mstep: Class 29 contains 1228 members 
Mstep: Class 30 contains 6443 members 
Mstep: Class 31 contains 3253 members 
Mstep: Class 32 contains 4618 members 
Mstep: Class 33 contains 12715 members 
Mstep: Class 34 contains 3432 members 
Mstep: Class 35 contains 10672 members 
Mstep: Class 36 contains 5605 members 
Mstep: Class 37 contains 2779 members 
Mstep: Class 38 contains 3321 members 
Mstep: Class 39 contains 2699 members 
Mstep: Class 40 contains 1606 members 
Mstep: Class 41 contains 12547 members 
Mstep: Class 42 contains 4028 members 
Mstep: Class 43 contains 3475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102273184.000000 Penalty: 151038.062500
Iteration 83Q: 44 clusters Score -1.022732e+08 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 7346 members 
Mstep: Class 3 contains 5081 members 
Mstep: Class 4 contains 131034 members 
Mstep: Class 5 contains 26572 members 
Mstep: Class 6 contains 55276 members 
Mstep: Class 7 contains 30344 members 
Mstep: Class 8 contains 3338 members 
Mstep: Class 9 contains 200653 members 
Mstep: Class 10 contains 10640 members 
Mstep: Class 11 contains 80383 members 
Mstep: Class 12 contains 23713 members 
Mstep: Class 13 contains 10139 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 46921 members 
Mstep: Class 16 contains 3129 members 
Mstep: Class 17 contains 3292 members 
Mstep: Class 18 contains 208397 members 
Mstep: Class 19 contains 390124 members 
Mstep: Class 20 contains 2126 members 
Mstep: Class 21 contains 4134 members 
Mstep: Class 22 contains 2565 members 
Mstep: Class 23 contains 26850 members 
Mstep: Class 24 contains 3884 members 
Mstep: Class 25 contains 9990 members 
Mstep: Class 26 contains 13053 members 
Mstep: Class 27 contains 14520 members 
Mstep: Class 28 contains 17582 members 
Mstep: Class 29 contains 1243 members 
Mstep: Class 30 contains 6546 members 
Mstep: Class 31 contains 3237 members 
Mstep: Class 32 contains 4655 members 
Mstep: Class 33 contains 12747 members 
Mstep: Class 34 contains 3482 members 
Mstep: Class 35 contains 10624 members 
Mstep: Class 36 contains 5687 members 
Mstep: Class 37 contains 2778 members 
Mstep: Class 38 contains 3368 members 
Mstep: Class 39 contains 2702 members 
Mstep: Class 40 contains 1667 members 
Mstep: Class 41 contains 12609 members 
Mstep: Class 42 contains 4075 members 
Mstep: Class 43 contains 3496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102274328.000000 Penalty: 151038.062500
Iteration 84Q: 44 clusters Score -1.022743e+08 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 4737 members 
Mstep: Class 4 contains 131010 members 
Mstep: Class 5 contains 26600 members 
Mstep: Class 6 contains 55236 members 
Mstep: Class 7 contains 30214 members 
Mstep: Class 8 contains 3338 members 
Mstep: Class 9 contains 200524 members 
Mstep: Class 10 contains 10599 members 
Mstep: Class 11 contains 80388 members 
Mstep: Class 12 contains 23667 members 
Mstep: Class 13 contains 10199 members 
Mstep: Class 14 contains 2355 members 
Mstep: Class 15 contains 46835 members 
Mstep: Class 16 contains 3131 members 
Mstep: Class 17 contains 3388 members 
Mstep: Class 18 contains 208099 members 
Mstep: Class 19 contains 389928 members 
Mstep: Class 20 contains 2121 members 
Mstep: Class 21 contains 4280 members 
Mstep: Class 22 contains 2602 members 
Mstep: Class 23 contains 26979 members 
Mstep: Class 24 contains 3926 members 
Mstep: Class 25 contains 9916 members 
Mstep: Class 26 contains 13586 members 
Mstep: Class 27 contains 14468 members 
Mstep: Class 28 contains 17592 members 
Mstep: Class 29 contains 1257 members 
Mstep: Class 30 contains 6643 members 
Mstep: Class 31 contains 3221 members 
Mstep: Class 32 contains 4688 members 
Mstep: Class 33 contains 12786 members 
Mstep: Class 34 contains 3511 members 
Mstep: Class 35 contains 10575 members 
Mstep: Class 36 contains 5748 members 
Mstep: Class 37 contains 2776 members 
Mstep: Class 38 contains 3400 members 
Mstep: Class 39 contains 2706 members 
Mstep: Class 40 contains 1731 members 
Mstep: Class 41 contains 12639 members 
Mstep: Class 42 contains 4112 members 
Mstep: Class 43 contains 3499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102274512.000000 Penalty: 151038.062500
Iteration 85Q: 44 clusters Score -1.022745e+08 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 4373 members 
Mstep: Class 4 contains 130996 members 
Mstep: Class 5 contains 26652 members 
Mstep: Class 6 contains 55190 members 
Mstep: Class 7 contains 30082 members 
Mstep: Class 8 contains 3335 members 
Mstep: Class 9 contains 200436 members 
Mstep: Class 10 contains 10561 members 
Mstep: Class 11 contains 80405 members 
Mstep: Class 12 contains 23640 members 
Mstep: Class 13 contains 10246 members 
Mstep: Class 14 contains 2372 members 
Mstep: Class 15 contains 46720 members 
Mstep: Class 16 contains 3130 members 
Mstep: Class 17 contains 3487 members 
Mstep: Class 18 contains 207922 members 
Mstep: Class 19 contains 389762 members 
Mstep: Class 20 contains 2118 members 
Mstep: Class 21 contains 4413 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 27090 members 
Mstep: Class 24 contains 3967 members 
Mstep: Class 25 contains 9841 members 
Mstep: Class 26 contains 14054 members 
Mstep: Class 27 contains 14427 members 
Mstep: Class 28 contains 17582 members 
Mstep: Class 29 contains 1264 members 
Mstep: Class 30 contains 6730 members 
Mstep: Class 31 contains 3216 members 
Mstep: Class 32 contains 4716 members 
Mstep: Class 33 contains 12818 members 
Mstep: Class 34 contains 3541 members 
Mstep: Class 35 contains 10503 members 
Mstep: Class 36 contains 5802 members 
Mstep: Class 37 contains 2778 members 
Mstep: Class 38 contains 3420 members 
Mstep: Class 39 contains 2706 members 
Mstep: Class 40 contains 1787 members 
Mstep: Class 41 contains 12646 members 
Mstep: Class 42 contains 4151 members 
Mstep: Class 43 contains 3506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102274952.000000 Penalty: 151038.062500
Iteration 86Q: 44 clusters Score -1.02275e+08 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 7345 members 
Mstep: Class 3 contains 4060 members 
Mstep: Class 4 contains 130986 members 
Mstep: Class 5 contains 26709 members 
Mstep: Class 6 contains 55154 members 
Mstep: Class 7 contains 29988 members 
Mstep: Class 8 contains 3350 members 
Mstep: Class 9 contains 200356 members 
Mstep: Class 10 contains 10524 members 
Mstep: Class 11 contains 80418 members 
Mstep: Class 12 contains 23620 members 
Mstep: Class 13 contains 10288 members 
Mstep: Class 14 contains 2384 members 
Mstep: Class 15 contains 46617 members 
Mstep: Class 16 contains 3131 members 
Mstep: Class 17 contains 3584 members 
Mstep: Class 18 contains 207726 members 
Mstep: Class 19 contains 389576 members 
Mstep: Class 20 contains 2116 members 
Mstep: Class 21 contains 4541 members 
Mstep: Class 22 contains 2692 members 
Mstep: Class 23 contains 27171 members 
Mstep: Class 24 contains 4003 members 
Mstep: Class 25 contains 9771 members 
Mstep: Class 26 contains 14496 members 
Mstep: Class 27 contains 14389 members 
Mstep: Class 28 contains 17567 members 
Mstep: Class 29 contains 1269 members 
Mstep: Class 30 contains 6807 members 
Mstep: Class 31 contains 3209 members 
Mstep: Class 32 contains 4738 members 
Mstep: Class 33 contains 12849 members 
Mstep: Class 34 contains 3547 members 
Mstep: Class 35 contains 10437 members 
Mstep: Class 36 contains 5855 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 3440 members 
Mstep: Class 39 contains 2702 members 
Mstep: Class 40 contains 1842 members 
Mstep: Class 41 contains 12656 members 
Mstep: Class 42 contains 4186 members 
Mstep: Class 43 contains 3500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102275288.000000 Penalty: 151038.062500
Iteration 87Q: 44 clusters Score -1.022753e+08 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 3782 members 
Mstep: Class 4 contains 130980 members 
Mstep: Class 5 contains 26771 members 
Mstep: Class 6 contains 55122 members 
Mstep: Class 7 contains 29918 members 
Mstep: Class 8 contains 3357 members 
Mstep: Class 9 contains 200271 members 
Mstep: Class 10 contains 10490 members 
Mstep: Class 11 contains 80443 members 
Mstep: Class 12 contains 23593 members 
Mstep: Class 13 contains 10333 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 46528 members 
Mstep: Class 16 contains 3132 members 
Mstep: Class 17 contains 3661 members 
Mstep: Class 18 contains 207588 members 
Mstep: Class 19 contains 389415 members 
Mstep: Class 20 contains 2118 members 
Mstep: Class 21 contains 4665 members 
Mstep: Class 22 contains 2759 members 
Mstep: Class 23 contains 27242 members 
Mstep: Class 24 contains 4027 members 
Mstep: Class 25 contains 9705 members 
Mstep: Class 26 contains 14845 members 
Mstep: Class 27 contains 14358 members 
Mstep: Class 28 contains 17539 members 
Mstep: Class 29 contains 1274 members 
Mstep: Class 30 contains 6871 members 
Mstep: Class 31 contains 3193 members 
Mstep: Class 32 contains 4759 members 
Mstep: Class 33 contains 12876 members 
Mstep: Class 34 contains 3551 members 
Mstep: Class 35 contains 10360 members 
Mstep: Class 36 contains 5901 members 
Mstep: Class 37 contains 2771 members 
Mstep: Class 38 contains 3460 members 
Mstep: Class 39 contains 2705 members 
Mstep: Class 40 contains 1896 members 
Mstep: Class 41 contains 12666 members 
Mstep: Class 42 contains 4214 members 
Mstep: Class 43 contains 3503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102275688.000000 Penalty: 151038.062500
Iteration 88Q: 44 clusters Score -1.022757e+08 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 7353 members 
Mstep: Class 3 contains 3547 members 
Mstep: Class 4 contains 130970 members 
Mstep: Class 5 contains 26814 members 
Mstep: Class 6 contains 55094 members 
Mstep: Class 7 contains 29820 members 
Mstep: Class 8 contains 3360 members 
Mstep: Class 9 contains 200207 members 
Mstep: Class 10 contains 10470 members 
Mstep: Class 11 contains 80461 members 
Mstep: Class 12 contains 23557 members 
Mstep: Class 13 contains 10373 members 
Mstep: Class 14 contains 2396 members 
Mstep: Class 15 contains 46453 members 
Mstep: Class 16 contains 3132 members 
Mstep: Class 17 contains 3743 members 
Mstep: Class 18 contains 207448 members 
Mstep: Class 19 contains 389297 members 
Mstep: Class 20 contains 2119 members 
Mstep: Class 21 contains 4776 members 
Mstep: Class 22 contains 2828 members 
Mstep: Class 23 contains 27326 members 
Mstep: Class 24 contains 4047 members 
Mstep: Class 25 contains 9617 members 
Mstep: Class 26 contains 15179 members 
Mstep: Class 27 contains 14328 members 
Mstep: Class 28 contains 17511 members 
Mstep: Class 29 contains 1281 members 
Mstep: Class 30 contains 6949 members 
Mstep: Class 31 contains 3183 members 
Mstep: Class 32 contains 4773 members 
Mstep: Class 33 contains 12902 members 
Mstep: Class 34 contains 3567 members 
Mstep: Class 35 contains 10284 members 
Mstep: Class 36 contains 5929 members 
Mstep: Class 37 contains 2770 members 
Mstep: Class 38 contains 3469 members 
Mstep: Class 39 contains 2713 members 
Mstep: Class 40 contains 1926 members 
Mstep: Class 41 contains 12675 members 
Mstep: Class 42 contains 4236 members 
Mstep: Class 43 contains 3501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102275872.000000 Penalty: 151038.062500
Iteration 89Q: 44 clusters Score -1.022759e+08 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 7351 members 
Mstep: Class 3 contains 3354 members 
Mstep: Class 4 contains 130969 members 
Mstep: Class 5 contains 26874 members 
Mstep: Class 6 contains 55070 members 
Mstep: Class 7 contains 29721 members 
Mstep: Class 8 contains 3363 members 
Mstep: Class 9 contains 200156 members 
Mstep: Class 10 contains 10455 members 
Mstep: Class 11 contains 80474 members 
Mstep: Class 12 contains 23530 members 
Mstep: Class 13 contains 10396 members 
Mstep: Class 14 contains 2398 members 
Mstep: Class 15 contains 46359 members 
Mstep: Class 16 contains 3133 members 
Mstep: Class 17 contains 3833 members 
Mstep: Class 18 contains 207333 members 
Mstep: Class 19 contains 389171 members 
Mstep: Class 20 contains 2119 members 
Mstep: Class 21 contains 4863 members 
Mstep: Class 22 contains 2908 members 
Mstep: Class 23 contains 27403 members 
Mstep: Class 24 contains 4074 members 
Mstep: Class 25 contains 9511 members 
Mstep: Class 26 contains 15453 members 
Mstep: Class 27 contains 14309 members 
Mstep: Class 28 contains 17509 members 
Mstep: Class 29 contains 1291 members 
Mstep: Class 30 contains 7009 members 
Mstep: Class 31 contains 3174 members 
Mstep: Class 32 contains 4785 members 
Mstep: Class 33 contains 12914 members 
Mstep: Class 34 contains 3578 members 
Mstep: Class 35 contains 10216 members 
Mstep: Class 36 contains 5961 members 
Mstep: Class 37 contains 2770 members 
Mstep: Class 38 contains 3483 members 
Mstep: Class 39 contains 2717 members 
Mstep: Class 40 contains 1951 members 
Mstep: Class 41 contains 12675 members 
Mstep: Class 42 contains 4270 members 
Mstep: Class 43 contains 3503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102276376.000000 Penalty: 151038.062500
Iteration 90Q: 44 clusters Score -1.022764e+08 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 7351 members 
Mstep: Class 3 contains 3197 members 
Mstep: Class 4 contains 130975 members 
Mstep: Class 5 contains 26933 members 
Mstep: Class 6 contains 55054 members 
Mstep: Class 7 contains 29612 members 
Mstep: Class 8 contains 3366 members 
Mstep: Class 9 contains 200109 members 
Mstep: Class 10 contains 10434 members 
Mstep: Class 11 contains 80469 members 
Mstep: Class 12 contains 23506 members 
Mstep: Class 13 contains 10411 members 
Mstep: Class 14 contains 2401 members 
Mstep: Class 15 contains 46288 members 
Mstep: Class 16 contains 3134 members 
Mstep: Class 17 contains 3939 members 
Mstep: Class 18 contains 207205 members 
Mstep: Class 19 contains 389086 members 
Mstep: Class 20 contains 2118 members 
Mstep: Class 21 contains 4945 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 27475 members 
Mstep: Class 24 contains 4100 members 
Mstep: Class 25 contains 9417 members 
Mstep: Class 26 contains 15708 members 
Mstep: Class 27 contains 14284 members 
Mstep: Class 28 contains 17490 members 
Mstep: Class 29 contains 1297 members 
Mstep: Class 30 contains 7070 members 
Mstep: Class 31 contains 3160 members 
Mstep: Class 32 contains 4800 members 
Mstep: Class 33 contains 12929 members 
Mstep: Class 34 contains 3589 members 
Mstep: Class 35 contains 10125 members 
Mstep: Class 36 contains 5989 members 
Mstep: Class 37 contains 2770 members 
Mstep: Class 38 contains 3491 members 
Mstep: Class 39 contains 2723 members 
Mstep: Class 40 contains 1968 members 
Mstep: Class 41 contains 12672 members 
Mstep: Class 42 contains 4293 members 
Mstep: Class 43 contains 3511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102276584.000000 Penalty: 151038.062500
Iteration 91Q: 44 clusters Score -1.022766e+08 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 7356 members 
Mstep: Class 3 contains 3056 members 
Mstep: Class 4 contains 130977 members 
Mstep: Class 5 contains 26995 members 
Mstep: Class 6 contains 55034 members 
Mstep: Class 7 contains 29536 members 
Mstep: Class 8 contains 3367 members 
Mstep: Class 9 contains 200085 members 
Mstep: Class 10 contains 10415 members 
Mstep: Class 11 contains 80461 members 
Mstep: Class 12 contains 23498 members 
Mstep: Class 13 contains 10427 members 
Mstep: Class 14 contains 2410 members 
Mstep: Class 15 contains 46205 members 
Mstep: Class 16 contains 3135 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 207102 members 
Mstep: Class 19 contains 388971 members 
Mstep: Class 20 contains 2117 members 
Mstep: Class 21 contains 5034 members 
Mstep: Class 22 contains 3070 members 
Mstep: Class 23 contains 27530 members 
Mstep: Class 24 contains 4127 members 
Mstep: Class 25 contains 9335 members 
Mstep: Class 26 contains 15915 members 
Mstep: Class 27 contains 14255 members 
Mstep: Class 28 contains 17465 members 
Mstep: Class 29 contains 1302 members 
Mstep: Class 30 contains 7131 members 
Mstep: Class 31 contains 3150 members 
Mstep: Class 32 contains 4814 members 
Mstep: Class 33 contains 12937 members 
Mstep: Class 34 contains 3596 members 
Mstep: Class 35 contains 10044 members 
Mstep: Class 36 contains 6016 members 
Mstep: Class 37 contains 2770 members 
Mstep: Class 38 contains 3501 members 
Mstep: Class 39 contains 2724 members 
Mstep: Class 40 contains 1980 members 
Mstep: Class 41 contains 12676 members 
Mstep: Class 42 contains 4317 members 
Mstep: Class 43 contains 3521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102276688.000000 Penalty: 151038.062500
Iteration 92Q: 44 clusters Score -1.022767e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 7360 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 130977 members 
Mstep: Class 5 contains 27031 members 
Mstep: Class 6 contains 55020 members 
Mstep: Class 7 contains 29484 members 
Mstep: Class 8 contains 3365 members 
Mstep: Class 9 contains 200082 members 
Mstep: Class 10 contains 10396 members 
Mstep: Class 11 contains 80457 members 
Mstep: Class 12 contains 23491 members 
Mstep: Class 13 contains 10436 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 46150 members 
Mstep: Class 16 contains 3134 members 
Mstep: Class 17 contains 4121 members 
Mstep: Class 18 contains 206986 members 
Mstep: Class 19 contains 388871 members 
Mstep: Class 20 contains 2118 members 
Mstep: Class 21 contains 5122 members 
Mstep: Class 22 contains 3131 members 
Mstep: Class 23 contains 27589 members 
Mstep: Class 24 contains 4151 members 
Mstep: Class 25 contains 9268 members 
Mstep: Class 26 contains 16114 members 
Mstep: Class 27 contains 14225 members 
Mstep: Class 28 contains 17433 members 
Mstep: Class 29 contains 1303 members 
Mstep: Class 30 contains 7183 members 
Mstep: Class 31 contains 3141 members 
Mstep: Class 32 contains 4824 members 
Mstep: Class 33 contains 12951 members 
Mstep: Class 34 contains 3595 members 
Mstep: Class 35 contains 9965 members 
Mstep: Class 36 contains 6038 members 
Mstep: Class 37 contains 2768 members 
Mstep: Class 38 contains 3508 members 
Mstep: Class 39 contains 2724 members 
Mstep: Class 40 contains 1984 members 
Mstep: Class 41 contains 12671 members 
Mstep: Class 42 contains 4326 members 
Mstep: Class 43 contains 3534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102276968.000000 Penalty: 151038.062500
Iteration 93Q: 44 clusters Score -1.02277e+08 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 7356 members 
Mstep: Class 3 contains 2859 members 
Mstep: Class 4 contains 130963 members 
Mstep: Class 5 contains 27063 members 
Mstep: Class 6 contains 55007 members 
Mstep: Class 7 contains 29423 members 
Mstep: Class 8 contains 3358 members 
Mstep: Class 9 contains 200083 members 
Mstep: Class 10 contains 10383 members 
Mstep: Class 11 contains 80463 members 
Mstep: Class 12 contains 23489 members 
Mstep: Class 13 contains 10451 members 
Mstep: Class 14 contains 2428 members 
Mstep: Class 15 contains 46093 members 
Mstep: Class 16 contains 3138 members 
Mstep: Class 17 contains 4226 members 
Mstep: Class 18 contains 206879 members 
Mstep: Class 19 contains 388819 members 
Mstep: Class 20 contains 2122 members 
Mstep: Class 21 contains 5199 members 
Mstep: Class 22 contains 3186 members 
Mstep: Class 23 contains 27631 members 
Mstep: Class 24 contains 4183 members 
Mstep: Class 25 contains 9208 members 
Mstep: Class 26 contains 16268 members 
Mstep: Class 27 contains 14205 members 
Mstep: Class 28 contains 17406 members 
Mstep: Class 29 contains 1305 members 
Mstep: Class 30 contains 7232 members 
Mstep: Class 31 contains 3133 members 
Mstep: Class 32 contains 4832 members 
Mstep: Class 33 contains 12962 members 
Mstep: Class 34 contains 3596 members 
Mstep: Class 35 contains 9862 members 
Mstep: Class 36 contains 6047 members 
Mstep: Class 37 contains 2764 members 
Mstep: Class 38 contains 3518 members 
Mstep: Class 39 contains 2724 members 
Mstep: Class 40 contains 1989 members 
Mstep: Class 41 contains 12644 members 
Mstep: Class 42 contains 4350 members 
Mstep: Class 43 contains 3541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102277424.000000 Penalty: 151038.062500
Iteration 94Q: 44 clusters Score -1.022774e+08 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 7359 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 130960 members 
Mstep: Class 5 contains 27104 members 
Mstep: Class 6 contains 54996 members 
Mstep: Class 7 contains 29362 members 
Mstep: Class 8 contains 3356 members 
Mstep: Class 9 contains 200066 members 
Mstep: Class 10 contains 10370 members 
Mstep: Class 11 contains 80475 members 
Mstep: Class 12 contains 23470 members 
Mstep: Class 13 contains 10476 members 
Mstep: Class 14 contains 2436 members 
Mstep: Class 15 contains 46034 members 
Mstep: Class 16 contains 3138 members 
Mstep: Class 17 contains 4338 members 
Mstep: Class 18 contains 206797 members 
Mstep: Class 19 contains 388744 members 
Mstep: Class 20 contains 2124 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 3226 members 
Mstep: Class 23 contains 27672 members 
Mstep: Class 24 contains 4217 members 
Mstep: Class 25 contains 9156 members 
Mstep: Class 26 contains 16403 members 
Mstep: Class 27 contains 14185 members 
Mstep: Class 28 contains 17381 members 
Mstep: Class 29 contains 1305 members 
Mstep: Class 30 contains 7292 members 
Mstep: Class 31 contains 3130 members 
Mstep: Class 32 contains 4844 members 
Mstep: Class 33 contains 12963 members 
Mstep: Class 34 contains 3602 members 
Mstep: Class 35 contains 9737 members 
Mstep: Class 36 contains 6054 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3527 members 
Mstep: Class 39 contains 2726 members 
Mstep: Class 40 contains 1994 members 
Mstep: Class 41 contains 12621 members 
Mstep: Class 42 contains 4365 members 
Mstep: Class 43 contains 3545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102277808.000000 Penalty: 151038.062500
Iteration 95Q: 44 clusters Score -1.022778e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 7362 members 
Mstep: Class 3 contains 2738 members 
Mstep: Class 4 contains 130953 members 
Mstep: Class 5 contains 27152 members 
Mstep: Class 6 contains 54995 members 
Mstep: Class 7 contains 29293 members 
Mstep: Class 8 contains 3354 members 
Mstep: Class 9 contains 200054 members 
Mstep: Class 10 contains 10353 members 
Mstep: Class 11 contains 80494 members 
Mstep: Class 12 contains 23463 members 
Mstep: Class 13 contains 10496 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 45987 members 
Mstep: Class 16 contains 3138 members 
Mstep: Class 17 contains 4465 members 
Mstep: Class 18 contains 206721 members 
Mstep: Class 19 contains 388661 members 
Mstep: Class 20 contains 2125 members 
Mstep: Class 21 contains 5354 members 
Mstep: Class 22 contains 3249 members 
Mstep: Class 23 contains 27705 members 
Mstep: Class 24 contains 4245 members 
Mstep: Class 25 contains 9116 members 
Mstep: Class 26 contains 16507 members 
Mstep: Class 27 contains 14166 members 
Mstep: Class 28 contains 17345 members 
Mstep: Class 29 contains 1305 members 
Mstep: Class 30 contains 7350 members 
Mstep: Class 31 contains 3130 members 
Mstep: Class 32 contains 4852 members 
Mstep: Class 33 contains 12971 members 
Mstep: Class 34 contains 3605 members 
Mstep: Class 35 contains 9602 members 
Mstep: Class 36 contains 6068 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3534 members 
Mstep: Class 39 contains 2729 members 
Mstep: Class 40 contains 2002 members 
Mstep: Class 41 contains 12609 members 
Mstep: Class 42 contains 4379 members 
Mstep: Class 43 contains 3555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102278080.000000 Penalty: 151038.062500
Iteration 96Q: 44 clusters Score -1.022781e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 7362 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 130971 members 
Mstep: Class 5 contains 27199 members 
Mstep: Class 6 contains 54982 members 
Mstep: Class 7 contains 29201 members 
Mstep: Class 8 contains 3352 members 
Mstep: Class 9 contains 200028 members 
Mstep: Class 10 contains 10335 members 
Mstep: Class 11 contains 80498 members 
Mstep: Class 12 contains 23476 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 2458 members 
Mstep: Class 15 contains 45926 members 
Mstep: Class 16 contains 3138 members 
Mstep: Class 17 contains 4618 members 
Mstep: Class 18 contains 206659 members 
Mstep: Class 19 contains 388592 members 
Mstep: Class 20 contains 2125 members 
Mstep: Class 21 contains 5416 members 
Mstep: Class 22 contains 3269 members 
Mstep: Class 23 contains 27731 members 
Mstep: Class 24 contains 4277 members 
Mstep: Class 25 contains 9088 members 
Mstep: Class 26 contains 16596 members 
Mstep: Class 27 contains 14156 members 
Mstep: Class 28 contains 17317 members 
Mstep: Class 29 contains 1305 members 
Mstep: Class 30 contains 7417 members 
Mstep: Class 31 contains 3125 members 
Mstep: Class 32 contains 4857 members 
Mstep: Class 33 contains 12973 members 
Mstep: Class 34 contains 3614 members 
Mstep: Class 35 contains 9462 members 
Mstep: Class 36 contains 6084 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3537 members 
Mstep: Class 39 contains 2728 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 12598 members 
Mstep: Class 42 contains 4387 members 
Mstep: Class 43 contains 3569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102278216.000000 Penalty: 151038.062500
Iteration 97Q: 44 clusters Score -1.022782e+08 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 7364 members 
Mstep: Class 3 contains 2653 members 
Mstep: Class 4 contains 130970 members 
Mstep: Class 5 contains 27240 members 
Mstep: Class 6 contains 54967 members 
Mstep: Class 7 contains 29106 members 
Mstep: Class 8 contains 3352 members 
Mstep: Class 9 contains 200010 members 
Mstep: Class 10 contains 10314 members 
Mstep: Class 11 contains 80503 members 
Mstep: Class 12 contains 23508 members 
Mstep: Class 13 contains 10510 members 
Mstep: Class 14 contains 2460 members 
Mstep: Class 15 contains 45858 members 
Mstep: Class 16 contains 3138 members 
Mstep: Class 17 contains 4803 members 
Mstep: Class 18 contains 206617 members 
Mstep: Class 19 contains 388534 members 
Mstep: Class 20 contains 2125 members 
Mstep: Class 21 contains 5452 members 
Mstep: Class 22 contains 3288 members 
Mstep: Class 23 contains 27756 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 9067 members 
Mstep: Class 26 contains 16661 members 
Mstep: Class 27 contains 14152 members 
Mstep: Class 28 contains 17306 members 
Mstep: Class 29 contains 1306 members 
Mstep: Class 30 contains 7475 members 
Mstep: Class 31 contains 3121 members 
Mstep: Class 32 contains 4860 members 
Mstep: Class 33 contains 12975 members 
Mstep: Class 34 contains 3623 members 
Mstep: Class 35 contains 9316 members 
Mstep: Class 36 contains 6103 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3536 members 
Mstep: Class 39 contains 2728 members 
Mstep: Class 40 contains 2015 members 
Mstep: Class 41 contains 12576 members 
Mstep: Class 42 contains 4400 members 
Mstep: Class 43 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102277896.000000 Penalty: 151038.062500
Iteration 98Q: 44 clusters Score -1.022779e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 7365 members 
Mstep: Class 3 contains 2622 members 
Mstep: Class 4 contains 130970 members 
Mstep: Class 5 contains 27263 members 
Mstep: Class 6 contains 54965 members 
Mstep: Class 7 contains 29041 members 
Mstep: Class 8 contains 3352 members 
Mstep: Class 9 contains 199976 members 
Mstep: Class 10 contains 10299 members 
Mstep: Class 11 contains 80524 members 
Mstep: Class 12 contains 23511 members 
Mstep: Class 13 contains 10508 members 
Mstep: Class 14 contains 2457 members 
Mstep: Class 15 contains 45810 members 
Mstep: Class 16 contains 3138 members 
Mstep: Class 17 contains 4992 members 
Mstep: Class 18 contains 206566 members 
Mstep: Class 19 contains 388512 members 
Mstep: Class 20 contains 2125 members 
Mstep: Class 21 contains 5489 members 
Mstep: Class 22 contains 3306 members 
Mstep: Class 23 contains 27775 members 
Mstep: Class 24 contains 4340 members 
Mstep: Class 25 contains 9049 members 
Mstep: Class 26 contains 16731 members 
Mstep: Class 27 contains 14141 members 
Mstep: Class 28 contains 17287 members 
Mstep: Class 29 contains 1310 members 
Mstep: Class 30 contains 7516 members 
Mstep: Class 31 contains 3122 members 
Mstep: Class 32 contains 4863 members 
Mstep: Class 33 contains 12976 members 
Mstep: Class 34 contains 3636 members 
Mstep: Class 35 contains 9141 members 
Mstep: Class 36 contains 6119 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3544 members 
Mstep: Class 39 contains 2727 members 
Mstep: Class 40 contains 2022 members 
Mstep: Class 41 contains 12551 members 
Mstep: Class 42 contains 4417 members 
Mstep: Class 43 contains 3579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102278288.000000 Penalty: 151038.062500
Iteration 99Q: 44 clusters Score -1.022783e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 7365 members 
Mstep: Class 3 contains 2589 members 
Mstep: Class 4 contains 130974 members 
Mstep: Class 5 contains 27283 members 
Mstep: Class 6 contains 54960 members 
Mstep: Class 7 contains 29014 members 
Mstep: Class 8 contains 3353 members 
Mstep: Class 9 contains 199949 members 
Mstep: Class 10 contains 10288 members 
Mstep: Class 11 contains 80547 members 
Mstep: Class 12 contains 23516 members 
Mstep: Class 13 contains 10511 members 
Mstep: Class 14 contains 2456 members 
Mstep: Class 15 contains 45747 members 
Mstep: Class 16 contains 3137 members 
Mstep: Class 17 contains 5153 members 
Mstep: Class 18 contains 206512 members 
Mstep: Class 19 contains 388473 members 
Mstep: Class 20 contains 2124 members 
Mstep: Class 21 contains 5534 members 
Mstep: Class 22 contains 3314 members 
Mstep: Class 23 contains 27796 members 
Mstep: Class 24 contains 4366 members 
Mstep: Class 25 contains 9034 members 
Mstep: Class 26 contains 16805 members 
Mstep: Class 27 contains 14119 members 
Mstep: Class 28 contains 17272 members 
Mstep: Class 29 contains 1314 members 
Mstep: Class 30 contains 7553 members 
Mstep: Class 31 contains 3120 members 
Mstep: Class 32 contains 4867 members 
Mstep: Class 33 contains 12975 members 
Mstep: Class 34 contains 3647 members 
Mstep: Class 35 contains 8981 members 
Mstep: Class 36 contains 6133 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3550 members 
Mstep: Class 39 contains 2726 members 
Mstep: Class 40 contains 2029 members 
Mstep: Class 41 contains 12529 members 
Mstep: Class 42 contains 4437 members 
Mstep: Class 43 contains 3586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102278544.000000 Penalty: 151038.062500
Iteration 100F: 44 clusters Score -1.022785e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 7369 members 
Mstep: Class 3 contains 2565 members 
Mstep: Class 4 contains 130992 members 
Mstep: Class 5 contains 27303 members 
Mstep: Class 6 contains 54953 members 
Mstep: Class 7 contains 28988 members 
Mstep: Class 8 contains 3357 members 
Mstep: Class 9 contains 199927 members 
Mstep: Class 10 contains 10275 members 
Mstep: Class 11 contains 80560 members 
Mstep: Class 12 contains 23512 members 
Mstep: Class 13 contains 10509 members 
Mstep: Class 14 contains 2459 members 
Mstep: Class 15 contains 45706 members 
Mstep: Class 16 contains 3136 members 
Mstep: Class 17 contains 5314 members 
Mstep: Class 18 contains 206458 members 
Mstep: Class 19 contains 388399 members 
Mstep: Class 20 contains 2122 members 
Mstep: Class 21 contains 5570 members 
Mstep: Class 22 contains 3344 members 
Mstep: Class 23 contains 27817 members 
Mstep: Class 24 contains 4385 members 
Mstep: Class 25 contains 9014 members 
Mstep: Class 26 contains 16846 members 
Mstep: Class 27 contains 14110 members 
Mstep: Class 28 contains 17261 members 
Mstep: Class 29 contains 1316 members 
Mstep: Class 30 contains 7576 members 
Mstep: Class 31 contains 3122 members 
Mstep: Class 32 contains 4874 members 
Mstep: Class 33 contains 12974 members 
Mstep: Class 34 contains 3650 members 
Mstep: Class 35 contains 8821 members 
Mstep: Class 36 contains 6146 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3554 members 
Mstep: Class 39 contains 2727 members 
Mstep: Class 40 contains 2061 members 
Mstep: Class 41 contains 12525 members 
Mstep: Class 42 contains 4455 members 
Mstep: Class 43 contains 3590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3508.300537 but Gain 3512.515625
Score: -102279408.000000 Penalty: 147525.546875
Iteration 101Q: 43 clusters Score -1.022794e+08 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 7366 members 
Mstep: Class 4 contains 130991 members 
Mstep: Class 5 contains 27330 members 
Mstep: Class 6 contains 54947 members 
Mstep: Class 7 contains 28933 members 
Mstep: Class 8 contains 3357 members 
Mstep: Class 9 contains 199877 members 
Mstep: Class 10 contains 10264 members 
Mstep: Class 11 contains 80568 members 
Mstep: Class 12 contains 23519 members 
Mstep: Class 13 contains 10508 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 45682 members 
Mstep: Class 16 contains 3135 members 
Mstep: Class 17 contains 5468 members 
Mstep: Class 18 contains 208925 members 
Mstep: Class 19 contains 388372 members 
Mstep: Class 20 contains 2121 members 
Mstep: Class 21 contains 5593 members 
Mstep: Class 22 contains 3366 members 
Mstep: Class 23 contains 27830 members 
Mstep: Class 24 contains 4414 members 
Mstep: Class 25 contains 8997 members 
Mstep: Class 26 contains 16915 members 
Mstep: Class 27 contains 14103 members 
Mstep: Class 28 contains 17248 members 
Mstep: Class 29 contains 1318 members 
Mstep: Class 30 contains 7604 members 
Mstep: Class 31 contains 3119 members 
Mstep: Class 32 contains 4879 members 
Mstep: Class 33 contains 12975 members 
Mstep: Class 34 contains 3647 members 
Mstep: Class 35 contains 8694 members 
Mstep: Class 36 contains 6156 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3558 members 
Mstep: Class 39 contains 2726 members 
Mstep: Class 40 contains 2100 members 
Mstep: Class 41 contains 12509 members 
Mstep: Class 42 contains 4467 members 
Mstep: Class 43 contains 3595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102282552.000000 Penalty: 147525.546875
Iteration 102Q: 43 clusters Score -1.022826e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7364 members 
Mstep: Class 4 contains 130990 members 
Mstep: Class 5 contains 27351 members 
Mstep: Class 6 contains 54942 members 
Mstep: Class 7 contains 28888 members 
Mstep: Class 8 contains 3357 members 
Mstep: Class 9 contains 199826 members 
Mstep: Class 10 contains 10252 members 
Mstep: Class 11 contains 80582 members 
Mstep: Class 12 contains 23532 members 
Mstep: Class 13 contains 10507 members 
Mstep: Class 14 contains 2470 members 
Mstep: Class 15 contains 45645 members 
Mstep: Class 16 contains 3136 members 
Mstep: Class 17 contains 5615 members 
Mstep: Class 18 contains 208569 members 
Mstep: Class 19 contains 388355 members 
Mstep: Class 20 contains 2121 members 
Mstep: Class 21 contains 5613 members 
Mstep: Class 22 contains 3387 members 
Mstep: Class 23 contains 27849 members 
Mstep: Class 24 contains 4442 members 
Mstep: Class 25 contains 8973 members 
Mstep: Class 26 contains 17222 members 
Mstep: Class 27 contains 14088 members 
Mstep: Class 28 contains 17238 members 
Mstep: Class 29 contains 1327 members 
Mstep: Class 30 contains 7636 members 
Mstep: Class 31 contains 3119 members 
Mstep: Class 32 contains 4883 members 
Mstep: Class 33 contains 12978 members 
Mstep: Class 34 contains 3651 members 
Mstep: Class 35 contains 8583 members 
Mstep: Class 36 contains 6163 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3561 members 
Mstep: Class 39 contains 2724 members 
Mstep: Class 40 contains 2140 members 
Mstep: Class 41 contains 12497 members 
Mstep: Class 42 contains 4470 members 
Mstep: Class 43 contains 3597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102282832.000000 Penalty: 147525.546875
Iteration 103Q: 43 clusters Score -1.022828e+08 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7365 members 
Mstep: Class 4 contains 130979 members 
Mstep: Class 5 contains 27392 members 
Mstep: Class 6 contains 54930 members 
Mstep: Class 7 contains 28854 members 
Mstep: Class 8 contains 3360 members 
Mstep: Class 9 contains 199779 members 
Mstep: Class 10 contains 10243 members 
Mstep: Class 11 contains 80590 members 
Mstep: Class 12 contains 23553 members 
Mstep: Class 13 contains 10500 members 
Mstep: Class 14 contains 2470 members 
Mstep: Class 15 contains 45599 members 
Mstep: Class 16 contains 3137 members 
Mstep: Class 17 contains 5754 members 
Mstep: Class 18 contains 208308 members 
Mstep: Class 19 contains 388321 members 
Mstep: Class 20 contains 2121 members 
Mstep: Class 21 contains 5637 members 
Mstep: Class 22 contains 3402 members 
Mstep: Class 23 contains 27860 members 
Mstep: Class 24 contains 4460 members 
Mstep: Class 25 contains 8963 members 
Mstep: Class 26 contains 17442 members 
Mstep: Class 27 contains 14073 members 
Mstep: Class 28 contains 17211 members 
Mstep: Class 29 contains 1337 members 
Mstep: Class 30 contains 7668 members 
Mstep: Class 31 contains 3119 members 
Mstep: Class 32 contains 4886 members 
Mstep: Class 33 contains 12981 members 
Mstep: Class 34 contains 3658 members 
Mstep: Class 35 contains 8499 members 
Mstep: Class 36 contains 6173 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3562 members 
Mstep: Class 39 contains 2720 members 
Mstep: Class 40 contains 2177 members 
Mstep: Class 41 contains 12487 members 
Mstep: Class 42 contains 4475 members 
Mstep: Class 43 contains 3598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283056.000000 Penalty: 147525.546875
Iteration 104Q: 43 clusters Score -1.022831e+08 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7359 members 
Mstep: Class 4 contains 130982 members 
Mstep: Class 5 contains 27428 members 
Mstep: Class 6 contains 54922 members 
Mstep: Class 7 contains 28806 members 
Mstep: Class 8 contains 3368 members 
Mstep: Class 9 contains 199706 members 
Mstep: Class 10 contains 10228 members 
Mstep: Class 11 contains 80596 members 
Mstep: Class 12 contains 23565 members 
Mstep: Class 13 contains 10494 members 
Mstep: Class 14 contains 2470 members 
Mstep: Class 15 contains 45549 members 
Mstep: Class 16 contains 3138 members 
Mstep: Class 17 contains 5877 members 
Mstep: Class 18 contains 208099 members 
Mstep: Class 19 contains 388320 members 
Mstep: Class 20 contains 2121 members 
Mstep: Class 21 contains 5658 members 
Mstep: Class 22 contains 3408 members 
Mstep: Class 23 contains 27886 members 
Mstep: Class 24 contains 4470 members 
Mstep: Class 25 contains 8957 members 
Mstep: Class 26 contains 17611 members 
Mstep: Class 27 contains 14057 members 
Mstep: Class 28 contains 17194 members 
Mstep: Class 29 contains 1342 members 
Mstep: Class 30 contains 7704 members 
Mstep: Class 31 contains 3117 members 
Mstep: Class 32 contains 4891 members 
Mstep: Class 33 contains 12980 members 
Mstep: Class 34 contains 3660 members 
Mstep: Class 35 contains 8435 members 
Mstep: Class 36 contains 6176 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3564 members 
Mstep: Class 39 contains 2717 members 
Mstep: Class 40 contains 2215 members 
Mstep: Class 41 contains 12490 members 
Mstep: Class 42 contains 4483 members 
Mstep: Class 43 contains 3600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283112.000000 Penalty: 147525.546875
Iteration 105Q: 43 clusters Score -1.022831e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7355 members 
Mstep: Class 4 contains 130963 members 
Mstep: Class 5 contains 27481 members 
Mstep: Class 6 contains 54919 members 
Mstep: Class 7 contains 28791 members 
Mstep: Class 8 contains 3374 members 
Mstep: Class 9 contains 199626 members 
Mstep: Class 10 contains 10216 members 
Mstep: Class 11 contains 80599 members 
Mstep: Class 12 contains 23570 members 
Mstep: Class 13 contains 10491 members 
Mstep: Class 14 contains 2465 members 
Mstep: Class 15 contains 45514 members 
Mstep: Class 16 contains 3138 members 
Mstep: Class 17 contains 5983 members 
Mstep: Class 18 contains 207936 members 
Mstep: Class 19 contains 388308 members 
Mstep: Class 20 contains 2121 members 
Mstep: Class 21 contains 5685 members 
Mstep: Class 22 contains 3414 members 
Mstep: Class 23 contains 27916 members 
Mstep: Class 24 contains 4485 members 
Mstep: Class 25 contains 8952 members 
Mstep: Class 26 contains 17734 members 
Mstep: Class 27 contains 14035 members 
Mstep: Class 28 contains 17183 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 7726 members 
Mstep: Class 31 contains 3118 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 12978 members 
Mstep: Class 34 contains 3664 members 
Mstep: Class 35 contains 8377 members 
Mstep: Class 36 contains 6178 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3564 members 
Mstep: Class 39 contains 2717 members 
Mstep: Class 40 contains 2243 members 
Mstep: Class 41 contains 12490 members 
Mstep: Class 42 contains 4483 members 
Mstep: Class 43 contains 3603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283192.000000 Penalty: 147525.546875
Iteration 106Q: 43 clusters Score -1.022832e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 4 contains 130938 members 
Mstep: Class 5 contains 27539 members 
Mstep: Class 6 contains 54909 members 
Mstep: Class 7 contains 28774 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 199567 members 
Mstep: Class 10 contains 10209 members 
Mstep: Class 11 contains 80606 members 
Mstep: Class 12 contains 23583 members 
Mstep: Class 13 contains 10492 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 45496 members 
Mstep: Class 16 contains 3137 members 
Mstep: Class 17 contains 6067 members 
Mstep: Class 18 contains 207807 members 
Mstep: Class 19 contains 388265 members 
Mstep: Class 20 contains 2121 members 
Mstep: Class 21 contains 5696 members 
Mstep: Class 22 contains 3418 members 
Mstep: Class 23 contains 27935 members 
Mstep: Class 24 contains 4499 members 
Mstep: Class 25 contains 8949 members 
Mstep: Class 26 contains 17832 members 
Mstep: Class 27 contains 14022 members 
Mstep: Class 28 contains 17169 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 7754 members 
Mstep: Class 31 contains 3119 members 
Mstep: Class 32 contains 4904 members 
Mstep: Class 33 contains 12977 members 
Mstep: Class 34 contains 3670 members 
Mstep: Class 35 contains 8340 members 
Mstep: Class 36 contains 6181 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3564 members 
Mstep: Class 39 contains 2717 members 
Mstep: Class 40 contains 2262 members 
Mstep: Class 41 contains 12484 members 
Mstep: Class 42 contains 4490 members 
Mstep: Class 43 contains 3614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283296.000000 Penalty: 147525.546875
Iteration 107Q: 43 clusters Score -1.022833e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7337 members 
Mstep: Class 4 contains 130923 members 
Mstep: Class 5 contains 27584 members 
Mstep: Class 6 contains 54900 members 
Mstep: Class 7 contains 28742 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 199513 members 
Mstep: Class 10 contains 10200 members 
Mstep: Class 11 contains 80614 members 
Mstep: Class 12 contains 23583 members 
Mstep: Class 13 contains 10487 members 
Mstep: Class 14 contains 2462 members 
Mstep: Class 15 contains 45486 members 
Mstep: Class 16 contains 3137 members 
Mstep: Class 17 contains 6139 members 
Mstep: Class 18 contains 207712 members 
Mstep: Class 19 contains 388228 members 
Mstep: Class 20 contains 2121 members 
Mstep: Class 21 contains 5706 members 
Mstep: Class 22 contains 3426 members 
Mstep: Class 23 contains 27959 members 
Mstep: Class 24 contains 4513 members 
Mstep: Class 25 contains 8941 members 
Mstep: Class 26 contains 17907 members 
Mstep: Class 27 contains 14007 members 
Mstep: Class 28 contains 17168 members 
Mstep: Class 29 contains 1359 members 
Mstep: Class 30 contains 7778 members 
Mstep: Class 31 contains 3118 members 
Mstep: Class 32 contains 4903 members 
Mstep: Class 33 contains 12978 members 
Mstep: Class 34 contains 3675 members 
Mstep: Class 35 contains 8313 members 
Mstep: Class 36 contains 6184 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3571 members 
Mstep: Class 39 contains 2718 members 
Mstep: Class 40 contains 2284 members 
Mstep: Class 41 contains 12479 members 
Mstep: Class 42 contains 4497 members 
Mstep: Class 43 contains 3616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283280.000000 Penalty: 147525.546875
Iteration 108Q: 43 clusters Score -1.022833e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7332 members 
Mstep: Class 4 contains 130906 members 
Mstep: Class 5 contains 27622 members 
Mstep: Class 6 contains 54891 members 
Mstep: Class 7 contains 28721 members 
Mstep: Class 8 contains 3373 members 
Mstep: Class 9 contains 199465 members 
Mstep: Class 10 contains 10187 members 
Mstep: Class 11 contains 80618 members 
Mstep: Class 12 contains 23590 members 
Mstep: Class 13 contains 10484 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 45458 members 
Mstep: Class 16 contains 3139 members 
Mstep: Class 17 contains 6191 members 
Mstep: Class 18 contains 207636 members 
Mstep: Class 19 contains 388220 members 
Mstep: Class 20 contains 2121 members 
Mstep: Class 21 contains 5719 members 
Mstep: Class 22 contains 3431 members 
Mstep: Class 23 contains 27983 members 
Mstep: Class 24 contains 4525 members 
Mstep: Class 25 contains 8938 members 
Mstep: Class 26 contains 17972 members 
Mstep: Class 27 contains 13996 members 
Mstep: Class 28 contains 17163 members 
Mstep: Class 29 contains 1362 members 
Mstep: Class 30 contains 7794 members 
Mstep: Class 31 contains 3118 members 
Mstep: Class 32 contains 4907 members 
Mstep: Class 33 contains 12978 members 
Mstep: Class 34 contains 3678 members 
Mstep: Class 35 contains 8295 members 
Mstep: Class 36 contains 6190 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3566 members 
Mstep: Class 39 contains 2716 members 
Mstep: Class 40 contains 2293 members 
Mstep: Class 41 contains 12476 members 
Mstep: Class 42 contains 4505 members 
Mstep: Class 43 contains 3618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283328.000000 Penalty: 147525.546875
Iteration 109Q: 43 clusters Score -1.022833e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7331 members 
Mstep: Class 4 contains 130898 members 
Mstep: Class 5 contains 27646 members 
Mstep: Class 6 contains 54882 members 
Mstep: Class 7 contains 28695 members 
Mstep: Class 8 contains 3372 members 
Mstep: Class 9 contains 199414 members 
Mstep: Class 10 contains 10177 members 
Mstep: Class 11 contains 80622 members 
Mstep: Class 12 contains 23590 members 
Mstep: Class 13 contains 10486 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 45439 members 
Mstep: Class 16 contains 3138 members 
Mstep: Class 17 contains 6251 members 
Mstep: Class 18 contains 207576 members 
Mstep: Class 19 contains 388206 members 
Mstep: Class 20 contains 2122 members 
Mstep: Class 21 contains 5736 members 
Mstep: Class 22 contains 3438 members 
Mstep: Class 23 contains 28006 members 
Mstep: Class 24 contains 4534 members 
Mstep: Class 25 contains 8933 members 
Mstep: Class 26 contains 18017 members 
Mstep: Class 27 contains 13983 members 
Mstep: Class 28 contains 17147 members 
Mstep: Class 29 contains 1367 members 
Mstep: Class 30 contains 7813 members 
Mstep: Class 31 contains 3117 members 
Mstep: Class 32 contains 4910 members 
Mstep: Class 33 contains 12978 members 
Mstep: Class 34 contains 3677 members 
Mstep: Class 35 contains 8287 members 
Mstep: Class 36 contains 6194 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3560 members 
Mstep: Class 39 contains 2716 members 
Mstep: Class 40 contains 2307 members 
Mstep: Class 41 contains 12480 members 
Mstep: Class 42 contains 4511 members 
Mstep: Class 43 contains 3620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283376.000000 Penalty: 147525.546875
Iteration 110Q: 43 clusters Score -1.022834e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7326 members 
Mstep: Class 4 contains 130895 members 
Mstep: Class 5 contains 27676 members 
Mstep: Class 6 contains 54880 members 
Mstep: Class 7 contains 28664 members 
Mstep: Class 8 contains 3373 members 
Mstep: Class 9 contains 199375 members 
Mstep: Class 10 contains 10160 members 
Mstep: Class 11 contains 80617 members 
Mstep: Class 12 contains 23589 members 
Mstep: Class 13 contains 10485 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 45417 members 
Mstep: Class 16 contains 3138 members 
Mstep: Class 17 contains 6312 members 
Mstep: Class 18 contains 207517 members 
Mstep: Class 19 contains 388200 members 
Mstep: Class 20 contains 2122 members 
Mstep: Class 21 contains 5757 members 
Mstep: Class 22 contains 3441 members 
Mstep: Class 23 contains 28024 members 
Mstep: Class 24 contains 4541 members 
Mstep: Class 25 contains 8930 members 
Mstep: Class 26 contains 18064 members 
Mstep: Class 27 contains 13967 members 
Mstep: Class 28 contains 17142 members 
Mstep: Class 29 contains 1375 members 
Mstep: Class 30 contains 7828 members 
Mstep: Class 31 contains 3116 members 
Mstep: Class 32 contains 4914 members 
Mstep: Class 33 contains 12981 members 
Mstep: Class 34 contains 3679 members 
Mstep: Class 35 contains 8276 members 
Mstep: Class 36 contains 6196 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3557 members 
Mstep: Class 39 contains 2715 members 
Mstep: Class 40 contains 2312 members 
Mstep: Class 41 contains 12483 members 
Mstep: Class 42 contains 4511 members 
Mstep: Class 43 contains 3621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283352.000000 Penalty: 147525.546875
Iteration 111Q: 43 clusters Score -1.022834e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 4 contains 130892 members 
Mstep: Class 5 contains 27695 members 
Mstep: Class 6 contains 54876 members 
Mstep: Class 7 contains 28636 members 
Mstep: Class 8 contains 3374 members 
Mstep: Class 9 contains 199305 members 
Mstep: Class 10 contains 10149 members 
Mstep: Class 11 contains 80619 members 
Mstep: Class 12 contains 23587 members 
Mstep: Class 13 contains 10482 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 45398 members 
Mstep: Class 16 contains 3137 members 
Mstep: Class 17 contains 6366 members 
Mstep: Class 18 contains 207472 members 
Mstep: Class 19 contains 388196 members 
Mstep: Class 20 contains 2122 members 
Mstep: Class 21 contains 5776 members 
Mstep: Class 22 contains 3445 members 
Mstep: Class 23 contains 28050 members 
Mstep: Class 24 contains 4549 members 
Mstep: Class 25 contains 8928 members 
Mstep: Class 26 contains 18101 members 
Mstep: Class 27 contains 13961 members 
Mstep: Class 28 contains 17131 members 
Mstep: Class 29 contains 1378 members 
Mstep: Class 30 contains 7840 members 
Mstep: Class 31 contains 3116 members 
Mstep: Class 32 contains 4920 members 
Mstep: Class 33 contains 12990 members 
Mstep: Class 34 contains 3679 members 
Mstep: Class 35 contains 8263 members 
Mstep: Class 36 contains 6200 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3555 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2316 members 
Mstep: Class 41 contains 12483 members 
Mstep: Class 42 contains 4528 members 
Mstep: Class 43 contains 3622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283376.000000 Penalty: 147525.546875
Iteration 112Q: 43 clusters Score -1.022834e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7321 members 
Mstep: Class 4 contains 130883 members 
Mstep: Class 5 contains 27725 members 
Mstep: Class 6 contains 54871 members 
Mstep: Class 7 contains 28612 members 
Mstep: Class 8 contains 3374 members 
Mstep: Class 9 contains 199234 members 
Mstep: Class 10 contains 10140 members 
Mstep: Class 11 contains 80621 members 
Mstep: Class 12 contains 23591 members 
Mstep: Class 13 contains 10478 members 
Mstep: Class 14 contains 2468 members 
Mstep: Class 15 contains 45392 members 
Mstep: Class 16 contains 3137 members 
Mstep: Class 17 contains 6423 members 
Mstep: Class 18 contains 207424 members 
Mstep: Class 19 contains 388179 members 
Mstep: Class 20 contains 2122 members 
Mstep: Class 21 contains 5791 members 
Mstep: Class 22 contains 3446 members 
Mstep: Class 23 contains 28082 members 
Mstep: Class 24 contains 4558 members 
Mstep: Class 25 contains 8926 members 
Mstep: Class 26 contains 18143 members 
Mstep: Class 27 contains 13950 members 
Mstep: Class 28 contains 17119 members 
Mstep: Class 29 contains 1381 members 
Mstep: Class 30 contains 7851 members 
Mstep: Class 31 contains 3116 members 
Mstep: Class 32 contains 4925 members 
Mstep: Class 33 contains 12997 members 
Mstep: Class 34 contains 3677 members 
Mstep: Class 35 contains 8250 members 
Mstep: Class 36 contains 6204 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3556 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2322 members 
Mstep: Class 41 contains 12479 members 
Mstep: Class 42 contains 4538 members 
Mstep: Class 43 contains 3623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283464.000000 Penalty: 147525.546875
Iteration 113Q: 43 clusters Score -1.022835e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7321 members 
Mstep: Class 4 contains 130880 members 
Mstep: Class 5 contains 27750 members 
Mstep: Class 6 contains 54868 members 
Mstep: Class 7 contains 28595 members 
Mstep: Class 8 contains 3374 members 
Mstep: Class 9 contains 199179 members 
Mstep: Class 10 contains 10130 members 
Mstep: Class 11 contains 80613 members 
Mstep: Class 12 contains 23590 members 
Mstep: Class 13 contains 10478 members 
Mstep: Class 14 contains 2469 members 
Mstep: Class 15 contains 45396 members 
Mstep: Class 16 contains 3136 members 
Mstep: Class 17 contains 6457 members 
Mstep: Class 18 contains 207379 members 
Mstep: Class 19 contains 388157 members 
Mstep: Class 20 contains 2122 members 
Mstep: Class 21 contains 5801 members 
Mstep: Class 22 contains 3447 members 
Mstep: Class 23 contains 28111 members 
Mstep: Class 24 contains 4567 members 
Mstep: Class 25 contains 8924 members 
Mstep: Class 26 contains 18176 members 
Mstep: Class 27 contains 13942 members 
Mstep: Class 28 contains 17111 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 7861 members 
Mstep: Class 31 contains 3117 members 
Mstep: Class 32 contains 4933 members 
Mstep: Class 33 contains 13001 members 
Mstep: Class 34 contains 3680 members 
Mstep: Class 35 contains 8239 members 
Mstep: Class 36 contains 6211 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3551 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2331 members 
Mstep: Class 41 contains 12475 members 
Mstep: Class 42 contains 4547 members 
Mstep: Class 43 contains 3628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283264.000000 Penalty: 147525.546875
Iteration 114Q: 43 clusters Score -1.022833e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7318 members 
Mstep: Class 4 contains 130865 members 
Mstep: Class 5 contains 27782 members 
Mstep: Class 6 contains 54862 members 
Mstep: Class 7 contains 28573 members 
Mstep: Class 8 contains 3378 members 
Mstep: Class 9 contains 199130 members 
Mstep: Class 10 contains 10125 members 
Mstep: Class 11 contains 80622 members 
Mstep: Class 12 contains 23593 members 
Mstep: Class 13 contains 10472 members 
Mstep: Class 14 contains 2468 members 
Mstep: Class 15 contains 45404 members 
Mstep: Class 16 contains 3137 members 
Mstep: Class 17 contains 6490 members 
Mstep: Class 18 contains 207344 members 
Mstep: Class 19 contains 388122 members 
Mstep: Class 20 contains 2122 members 
Mstep: Class 21 contains 5810 members 
Mstep: Class 22 contains 3447 members 
Mstep: Class 23 contains 28141 members 
Mstep: Class 24 contains 4581 members 
Mstep: Class 25 contains 8922 members 
Mstep: Class 26 contains 18205 members 
Mstep: Class 27 contains 13936 members 
Mstep: Class 28 contains 17103 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 7869 members 
Mstep: Class 31 contains 3117 members 
Mstep: Class 32 contains 4935 members 
Mstep: Class 33 contains 13006 members 
Mstep: Class 34 contains 3685 members 
Mstep: Class 35 contains 8227 members 
Mstep: Class 36 contains 6214 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3555 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2331 members 
Mstep: Class 41 contains 12466 members 
Mstep: Class 42 contains 4554 members 
Mstep: Class 43 contains 3635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283096.000000 Penalty: 147525.546875
Iteration 115Q: 43 clusters Score -1.022831e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 7318 members 
Mstep: Class 4 contains 130857 members 
Mstep: Class 5 contains 27799 members 
Mstep: Class 6 contains 54852 members 
Mstep: Class 7 contains 28571 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 199089 members 
Mstep: Class 10 contains 10117 members 
Mstep: Class 11 contains 80627 members 
Mstep: Class 12 contains 23599 members 
Mstep: Class 13 contains 10466 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 45407 members 
Mstep: Class 16 contains 3139 members 
Mstep: Class 17 contains 6514 members 
Mstep: Class 18 contains 207310 members 
Mstep: Class 19 contains 388104 members 
Mstep: Class 20 contains 2122 members 
Mstep: Class 21 contains 5817 members 
Mstep: Class 22 contains 3448 members 
Mstep: Class 23 contains 28158 members 
Mstep: Class 24 contains 4587 members 
Mstep: Class 25 contains 8921 members 
Mstep: Class 26 contains 18231 members 
Mstep: Class 27 contains 13940 members 
Mstep: Class 28 contains 17091 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 7878 members 
Mstep: Class 31 contains 3116 members 
Mstep: Class 32 contains 4936 members 
Mstep: Class 33 contains 13012 members 
Mstep: Class 34 contains 3685 members 
Mstep: Class 35 contains 8224 members 
Mstep: Class 36 contains 6219 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3557 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 12461 members 
Mstep: Class 42 contains 4556 members 
Mstep: Class 43 contains 3636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102282968.000000 Penalty: 147525.546875
Iteration 116Q: 43 clusters Score -1.02283e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 7320 members 
Mstep: Class 4 contains 130853 members 
Mstep: Class 5 contains 27823 members 
Mstep: Class 6 contains 54852 members 
Mstep: Class 7 contains 28559 members 
Mstep: Class 8 contains 3377 members 
Mstep: Class 9 contains 199038 members 
Mstep: Class 10 contains 10107 members 
Mstep: Class 11 contains 80627 members 
Mstep: Class 12 contains 23601 members 
Mstep: Class 13 contains 10466 members 
Mstep: Class 14 contains 2470 members 
Mstep: Class 15 contains 45401 members 
Mstep: Class 16 contains 3138 members 
Mstep: Class 17 contains 6531 members 
Mstep: Class 18 contains 207283 members 
Mstep: Class 19 contains 388089 members 
Mstep: Class 20 contains 2123 members 
Mstep: Class 21 contains 5825 members 
Mstep: Class 22 contains 3448 members 
Mstep: Class 23 contains 28184 members 
Mstep: Class 24 contains 4599 members 
Mstep: Class 25 contains 8920 members 
Mstep: Class 26 contains 18257 members 
Mstep: Class 27 contains 13938 members 
Mstep: Class 28 contains 17078 members 
Mstep: Class 29 contains 1386 members 
Mstep: Class 30 contains 7886 members 
Mstep: Class 31 contains 3116 members 
Mstep: Class 32 contains 4938 members 
Mstep: Class 33 contains 13018 members 
Mstep: Class 34 contains 3685 members 
Mstep: Class 35 contains 8223 members 
Mstep: Class 36 contains 6225 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3555 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2335 members 
Mstep: Class 41 contains 12453 members 
Mstep: Class 42 contains 4564 members 
Mstep: Class 43 contains 3641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283264.000000 Penalty: 147525.546875
Iteration 117Q: 43 clusters Score -1.022833e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7318 members 
Mstep: Class 4 contains 130852 members 
Mstep: Class 5 contains 27852 members 
Mstep: Class 6 contains 54842 members 
Mstep: Class 7 contains 28548 members 
Mstep: Class 8 contains 3377 members 
Mstep: Class 9 contains 199001 members 
Mstep: Class 10 contains 10097 members 
Mstep: Class 11 contains 80626 members 
Mstep: Class 12 contains 23614 members 
Mstep: Class 13 contains 10463 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 45389 members 
Mstep: Class 16 contains 3140 members 
Mstep: Class 17 contains 6546 members 
Mstep: Class 18 contains 207252 members 
Mstep: Class 19 contains 388078 members 
Mstep: Class 20 contains 2125 members 
Mstep: Class 21 contains 5836 members 
Mstep: Class 22 contains 3447 members 
Mstep: Class 23 contains 28196 members 
Mstep: Class 24 contains 4609 members 
Mstep: Class 25 contains 8920 members 
Mstep: Class 26 contains 18286 members 
Mstep: Class 27 contains 13937 members 
Mstep: Class 28 contains 17067 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 7893 members 
Mstep: Class 31 contains 3116 members 
Mstep: Class 32 contains 4940 members 
Mstep: Class 33 contains 13021 members 
Mstep: Class 34 contains 3686 members 
Mstep: Class 35 contains 8222 members 
Mstep: Class 36 contains 6228 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3555 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2337 members 
Mstep: Class 41 contains 12447 members 
Mstep: Class 42 contains 4565 members 
Mstep: Class 43 contains 3648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283304.000000 Penalty: 147525.546875
Iteration 118Q: 43 clusters Score -1.022833e+08 nChanged 459
Entering ConstructFrom: 
Score: -102283304.000000 Penalty: 147525.546875
Entering ConstructFrom: 
Trying to split cluster 1 (3595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Entering Unmasked Estep 
Score: -245877.515625 Penalty: 2030.450317
	Iteration 0F: 2 clusters Score -245877.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -242242.968750 Penalty: 4060.900635
	Iteration 0F: 3 clusters Score -242243 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -243240.437500 Penalty: 4060.900635
	Iteration 1F: 3 clusters Score -243240.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -243989.203125 Penalty: 4060.900635
	Iteration 2F: 3 clusters Score -243989.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -244396.375000 Penalty: 4060.900635
	Iteration 3F: 3 clusters Score -244396.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -244704.875000 Penalty: 4060.900635
	Iteration 4F: 3 clusters Score -244704.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -244917.250000 Penalty: 4060.900635
	Iteration 5F: 3 clusters Score -244917.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -245064.671875 Penalty: 4060.900635
	Iteration 6Q: 3 clusters Score -245064.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -245180.359375 Penalty: 4060.900635
	Iteration 7Q: 3 clusters Score -245180.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -245309.562500 Penalty: 4060.900635
	Iteration 8Q: 3 clusters Score -245309.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -245434.906250 Penalty: 4060.900635
	Iteration 9Q: 3 clusters Score -245434.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -245499.828125 Penalty: 4060.900635
	Iteration 10Q: 3 clusters Score -245499.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -245542.750000 Penalty: 4060.900635
	Iteration 11Q: 3 clusters Score -245542.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -245573.671875 Penalty: 4060.900635
	Iteration 12Q: 3 clusters Score -245573.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -245601.156250 Penalty: 4060.900635
	Iteration 13Q: 3 clusters Score -245601.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -245626.828125 Penalty: 4060.900635
	Iteration 14Q: 3 clusters Score -245626.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -245647.703125 Penalty: 4060.900635
	Iteration 15Q: 3 clusters Score -245647.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -245664.171875 Penalty: 4060.900635
	Iteration 16Q: 3 clusters Score -245664.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -245684.656250 Penalty: 4060.900635
	Iteration 17Q: 3 clusters Score -245684.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -245696.703125 Penalty: 4060.900635
	Iteration 18Q: 3 clusters Score -245696.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -245702.796875 Penalty: 4060.900635
	Iteration 19Q: 3 clusters Score -245702.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -245709.031250 Penalty: 4060.900635
	Iteration 20F: 3 clusters Score -245709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -245714.390625 Penalty: 4060.900635
	Iteration 21Q: 3 clusters Score -245714.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -245719.125000 Penalty: 4060.900635
	Iteration 22Q: 3 clusters Score -245719.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -245722.078125 Penalty: 4060.900635
	Iteration 23Q: 3 clusters Score -245722.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -245726.218750 Penalty: 4060.900635
	Iteration 24Q: 3 clusters Score -245726.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -245733.921875 Penalty: 4060.900635
	Iteration 25Q: 3 clusters Score -245733.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -245740.312500 Penalty: 4060.900635
	Iteration 26Q: 3 clusters Score -245740.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -245747.031250 Penalty: 4060.900635
	Iteration 27Q: 3 clusters Score -245747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -245752.843750 Penalty: 4060.900635
	Iteration 28Q: 3 clusters Score -245752.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -245760.531250 Penalty: 4060.900635
	Iteration 29Q: 3 clusters Score -245760.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -245765.453125 Penalty: 4060.900635
	Iteration 30Q: 3 clusters Score -245765.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -245770.312500 Penalty: 4060.900635
	Iteration 31Q: 3 clusters Score -245770.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -245777.703125 Penalty: 4060.900635
	Iteration 32Q: 3 clusters Score -245777.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -245785.062500 Penalty: 4060.900635
	Iteration 33Q: 3 clusters Score -245785.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -245798.921875 Penalty: 4060.900635
	Iteration 34Q: 3 clusters Score -245798.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -245806.203125 Penalty: 4060.900635
	Iteration 35Q: 3 clusters Score -245806.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -245810.718750 Penalty: 4060.900635
	Iteration 36Q: 3 clusters Score -245810.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -245814.796875 Penalty: 4060.900635
	Iteration 37Q: 3 clusters Score -245814.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -245820.718750 Penalty: 4060.900635
	Iteration 38Q: 3 clusters Score -245820.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -245830.703125 Penalty: 4060.900635
	Iteration 39Q: 3 clusters Score -245830.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -245842.437500 Penalty: 4060.900635
	Iteration 40F: 3 clusters Score -245842.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -245849.703125 Penalty: 4060.900635
	Iteration 41Q: 3 clusters Score -245849.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -245856.343750 Penalty: 4060.900635
	Iteration 42Q: 3 clusters Score -245856.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -245859.375000 Penalty: 4060.900635
	Iteration 43Q: 3 clusters Score -245859.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -245864.500000 Penalty: 4060.900635
	Iteration 44Q: 3 clusters Score -245864.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -245868.937500 Penalty: 4060.900635
	Iteration 45Q: 3 clusters Score -245868.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -245872.453125 Penalty: 4060.900635
	Iteration 46Q: 3 clusters Score -245872.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -245876.015625 Penalty: 4060.900635
	Iteration 47Q: 3 clusters Score -245876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -245877.937500 Penalty: 4060.900635
	Iteration 48Q: 3 clusters Score -245877.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -245879.671875 Penalty: 4060.900635
	Iteration 49Q: 3 clusters Score -245879.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -245883.125000 Penalty: 4060.900635
	Iteration 50Q: 3 clusters Score -245883.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -245887.578125 Penalty: 4060.900635
	Iteration 51Q: 3 clusters Score -245887.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -245899.687500 Penalty: 4060.900635
	Iteration 52Q: 3 clusters Score -245899.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -245912.468750 Penalty: 4060.900635
	Iteration 53Q: 3 clusters Score -245912.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -245921.406250 Penalty: 4060.900635
	Iteration 54Q: 3 clusters Score -245921.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -245927.625000 Penalty: 4060.900635
	Iteration 55Q: 3 clusters Score -245927.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -245928.828125 Penalty: 4060.900635
	Iteration 56Q: 3 clusters Score -245928.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -245928.828125 Penalty: 4060.900635
	Iteration 57F: 3 clusters Score -245928.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7316 members 
Mstep: Class 3 contains 2792 members 
Mstep: Class 4 contains 130845 members 
Mstep: Class 5 contains 27886 members 
Mstep: Class 6 contains 54830 members 
Mstep: Class 7 contains 28545 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 198960 members 
Mstep: Class 10 contains 10090 members 
Mstep: Class 11 contains 80619 members 
Mstep: Class 12 contains 23619 members 
Mstep: Class 13 contains 10462 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 45395 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6564 members 
Mstep: Class 18 contains 207227 members 
Mstep: Class 19 contains 388050 members 
Mstep: Class 20 contains 2126 members 
Mstep: Class 21 contains 5845 members 
Mstep: Class 22 contains 3449 members 
Mstep: Class 23 contains 28218 members 
Mstep: Class 24 contains 4618 members 
Mstep: Class 25 contains 8919 members 
Mstep: Class 26 contains 18311 members 
Mstep: Class 27 contains 13932 members 
Mstep: Class 28 contains 17065 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 7901 members 
Mstep: Class 31 contains 3114 members 
Mstep: Class 32 contains 4942 members 
Mstep: Class 33 contains 13022 members 
Mstep: Class 34 contains 3686 members 
Mstep: Class 35 contains 8215 members 
Mstep: Class 36 contains 6229 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3555 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2337 members 
Mstep: Class 41 contains 12446 members 
Mstep: Class 42 contains 4571 members 
Mstep: Class 43 contains 3651 members 
Entering Unmasked Estep 
Score: -102281824.000000 Penalty: 151038.062500
Splitting cluster 1 changes total score from -102283304.000000 to -102281824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (7316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Entering Unmasked Estep 
Score: -568212.250000 Penalty: 2206.658936
	Iteration 0F: 2 clusters Score -568212.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -562178.937500 Penalty: 4413.317871
	Iteration 0F: 3 clusters Score -562178.9 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -563842.937500 Penalty: 4413.317871
	Iteration 1F: 3 clusters Score -563842.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -564134.062500 Penalty: 4413.317871
	Iteration 2F: 3 clusters Score -564134.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -564339.937500 Penalty: 4413.317871
	Iteration 3F: 3 clusters Score -564339.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -564509.437500 Penalty: 4413.317871
	Iteration 4Q: 3 clusters Score -564509.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -564649.937500 Penalty: 4413.317871
	Iteration 5Q: 3 clusters Score -564649.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -564791.312500 Penalty: 4413.317871
	Iteration 6Q: 3 clusters Score -564791.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -564931.812500 Penalty: 4413.317871
	Iteration 7Q: 3 clusters Score -564931.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -565077.312500 Penalty: 4413.317871
	Iteration 8Q: 3 clusters Score -565077.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -565214.812500 Penalty: 4413.317871
	Iteration 9Q: 3 clusters Score -565214.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -565327.187500 Penalty: 4413.317871
	Iteration 10Q: 3 clusters Score -565327.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -565431.000000 Penalty: 4413.317871
	Iteration 11Q: 3 clusters Score -565431 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -565524.375000 Penalty: 4413.317871
	Iteration 12Q: 3 clusters Score -565524.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -565601.500000 Penalty: 4413.317871
	Iteration 13Q: 3 clusters Score -565601.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -565664.750000 Penalty: 4413.317871
	Iteration 14Q: 3 clusters Score -565664.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -565716.062500 Penalty: 4413.317871
	Iteration 15Q: 3 clusters Score -565716.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -565761.125000 Penalty: 4413.317871
	Iteration 16Q: 3 clusters Score -565761.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -565810.187500 Penalty: 4413.317871
	Iteration 17Q: 3 clusters Score -565810.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -565851.625000 Penalty: 4413.317871
	Iteration 18Q: 3 clusters Score -565851.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -565894.750000 Penalty: 4413.317871
	Iteration 19Q: 3 clusters Score -565894.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -565941.625000 Penalty: 4413.317871
	Iteration 20F: 3 clusters Score -565941.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -565977.250000 Penalty: 4413.317871
	Iteration 21Q: 3 clusters Score -565977.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -566006.250000 Penalty: 4413.317871
	Iteration 22Q: 3 clusters Score -566006.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -566028.125000 Penalty: 4413.317871
	Iteration 23Q: 3 clusters Score -566028.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -566044.437500 Penalty: 4413.317871
	Iteration 24Q: 3 clusters Score -566044.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -566062.312500 Penalty: 4413.317871
	Iteration 25Q: 3 clusters Score -566062.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -566073.687500 Penalty: 4413.317871
	Iteration 26Q: 3 clusters Score -566073.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -566083.000000 Penalty: 4413.317871
	Iteration 27Q: 3 clusters Score -566083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -566090.750000 Penalty: 4413.317871
	Iteration 28Q: 3 clusters Score -566090.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -566096.750000 Penalty: 4413.317871
	Iteration 29Q: 3 clusters Score -566096.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -566101.250000 Penalty: 4413.317871
	Iteration 30Q: 3 clusters Score -566101.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -566105.125000 Penalty: 4413.317871
	Iteration 31Q: 3 clusters Score -566105.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -566106.812500 Penalty: 4413.317871
	Iteration 32Q: 3 clusters Score -566106.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -566110.437500 Penalty: 4413.317871
	Iteration 33Q: 3 clusters Score -566110.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -566112.500000 Penalty: 4413.317871
	Iteration 34Q: 3 clusters Score -566112.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -566116.812500 Penalty: 4413.317871
	Iteration 35Q: 3 clusters Score -566116.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -566122.062500 Penalty: 4413.317871
	Iteration 36Q: 3 clusters Score -566122.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -566127.250000 Penalty: 4413.317871
	Iteration 37Q: 3 clusters Score -566127.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -566131.000000 Penalty: 4413.317871
	Iteration 38Q: 3 clusters Score -566131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -566136.687500 Penalty: 4413.317871
	Iteration 39Q: 3 clusters Score -566136.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -566141.000000 Penalty: 4413.317871
	Iteration 40F: 3 clusters Score -566141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -566144.750000 Penalty: 4413.317871
	Iteration 41Q: 3 clusters Score -566144.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -566148.062500 Penalty: 4413.317871
	Iteration 42Q: 3 clusters Score -566148.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -566153.375000 Penalty: 4413.317871
	Iteration 43Q: 3 clusters Score -566153.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -566156.187500 Penalty: 4413.317871
	Iteration 44Q: 3 clusters Score -566156.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -566158.312500 Penalty: 4413.317871
	Iteration 45Q: 3 clusters Score -566158.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -566161.187500 Penalty: 4413.317871
	Iteration 46Q: 3 clusters Score -566161.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -566162.812500 Penalty: 4413.317871
	Iteration 47Q: 3 clusters Score -566162.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -566167.062500 Penalty: 4413.317871
	Iteration 48Q: 3 clusters Score -566167.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -566168.375000 Penalty: 4413.317871
	Iteration 49Q: 3 clusters Score -566168.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -566172.000000 Penalty: 4413.317871
	Iteration 50Q: 3 clusters Score -566172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -566172.250000 Penalty: 4413.317871
	Iteration 51Q: 3 clusters Score -566172.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -566173.812500 Penalty: 4413.317871
	Iteration 52Q: 3 clusters Score -566173.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -566177.062500 Penalty: 4413.317871
	Iteration 53Q: 3 clusters Score -566177.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -566177.375000 Penalty: 4413.317871
	Iteration 54Q: 3 clusters Score -566177.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -566178.562500 Penalty: 4413.317871
	Iteration 55Q: 3 clusters Score -566178.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -566178.562500 Penalty: 4413.317871
	Iteration 56F: 3 clusters Score -566178.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (130845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130845 members 
Entering Unmasked Estep 
Score: -9993655.000000 Penalty: 2921.878662
	Iteration 0F: 2 clusters Score -9993655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65313 members 
Mstep: Class 2 contains 65532 members 
Entering Unmasked Estep 
Score: -9905913.000000 Penalty: 5843.757324
	Iteration 0F: 3 clusters Score -9905913 nChanged 62251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63996 members 
Mstep: Class 2 contains 66849 members 
Entering Unmasked Estep 
Score: -9942733.000000 Penalty: 5843.757324
	Iteration 1F: 3 clusters Score -9942733 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62585 members 
Mstep: Class 2 contains 68260 members 
Entering Unmasked Estep 
Score: -9944132.000000 Penalty: 5843.757324
	Iteration 2Q: 3 clusters Score -9944132 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60372 members 
Mstep: Class 2 contains 70473 members 
Entering Unmasked Estep 
Score: -9945999.000000 Penalty: 5843.757324
	Iteration 3Q: 3 clusters Score -9945999 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 73929 members 
Entering Unmasked Estep 
Score: -9948919.000000 Penalty: 5843.757324
	Iteration 4F: 3 clusters Score -9948919 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 78764 members 
Entering Unmasked Estep 
Score: -9953439.000000 Penalty: 5843.757324
	Iteration 5F: 3 clusters Score -9953439 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 84639 members 
Entering Unmasked Estep 
Score: -9958808.000000 Penalty: 5843.757324
	Iteration 6F: 3 clusters Score -9958808 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 90824 members 
Entering Unmasked Estep 
Score: -9963764.000000 Penalty: 5843.757324
	Iteration 7F: 3 clusters Score -9963764 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 96578 members 
Entering Unmasked Estep 
Score: -9968077.000000 Penalty: 5843.757324
	Iteration 8F: 3 clusters Score -9968077 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 101917 members 
Entering Unmasked Estep 
Score: -9971608.000000 Penalty: 5843.757324
	Iteration 9Q: 3 clusters Score -9971608 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 106928 members 
Entering Unmasked Estep 
Score: -9974884.000000 Penalty: 5843.757324
	Iteration 10Q: 3 clusters Score -9974884 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 111683 members 
Entering Unmasked Estep 
Score: -9978081.000000 Penalty: 5843.757324
	Iteration 11Q: 3 clusters Score -9978081 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 116000 members 
Entering Unmasked Estep 
Score: -9981007.000000 Penalty: 5843.757324
	Iteration 12Q: 3 clusters Score -9981007 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 119731 members 
Entering Unmasked Estep 
Score: -9983486.000000 Penalty: 5843.757324
	Iteration 13Q: 3 clusters Score -9983486 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 122838 members 
Entering Unmasked Estep 
Score: -9985659.000000 Penalty: 5843.757324
	Iteration 14Q: 3 clusters Score -9985659 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 125290 members 
Entering Unmasked Estep 
Score: -9987397.000000 Penalty: 5843.757324
	Iteration 15Q: 3 clusters Score -9987397 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 127102 members 
Entering Unmasked Estep 
Score: -9988714.000000 Penalty: 5843.757324
	Iteration 16Q: 3 clusters Score -9988714 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 128373 members 
Entering Unmasked Estep 
Score: -9989671.000000 Penalty: 5843.757324
	Iteration 17Q: 3 clusters Score -9989671 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 129170 members 
Entering Unmasked Estep 
Score: -9990215.000000 Penalty: 5843.757324
	Iteration 18Q: 3 clusters Score -9990215 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 129612 members 
Entering Unmasked Estep 
Score: -9990551.000000 Penalty: 5843.757324
	Iteration 19Q: 3 clusters Score -9990551 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 129859 members 
Entering Unmasked Estep 
Score: -9990775.000000 Penalty: 5843.757324
	Iteration 20F: 3 clusters Score -9990775 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 130009 members 
Entering Unmasked Estep 
Score: -9990888.000000 Penalty: 5843.757324
	Iteration 21Q: 3 clusters Score -9990888 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 130087 members 
Entering Unmasked Estep 
Score: -9990956.000000 Penalty: 5843.757324
	Iteration 22Q: 3 clusters Score -9990956 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 130136 members 
Entering Unmasked Estep 
Score: -9991030.000000 Penalty: 5843.757324
	Iteration 23Q: 3 clusters Score -9991030 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 130179 members 
Entering Unmasked Estep 
Score: -9991071.000000 Penalty: 5843.757324
	Iteration 24Q: 3 clusters Score -9991071 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 130209 members 
Entering Unmasked Estep 
Score: -9991100.000000 Penalty: 5843.757324
	Iteration 25Q: 3 clusters Score -9991100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 130228 members 
Entering Unmasked Estep 
Score: -9991126.000000 Penalty: 5843.757324
	Iteration 26Q: 3 clusters Score -9991126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 130242 members 
Entering Unmasked Estep 
Score: -9991141.000000 Penalty: 5843.757324
	Iteration 27Q: 3 clusters Score -9991141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 130248 members 
Entering Unmasked Estep 
Score: -9991146.000000 Penalty: 5843.757324
	Iteration 28Q: 3 clusters Score -9991146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 130256 members 
Entering Unmasked Estep 
Score: -9991156.000000 Penalty: 5843.757324
	Iteration 29Q: 3 clusters Score -9991156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 130261 members 
Entering Unmasked Estep 
Score: -9991166.000000 Penalty: 5843.757324
	Iteration 30Q: 3 clusters Score -9991166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 130267 members 
Entering Unmasked Estep 
Score: -9991169.000000 Penalty: 5843.757324
	Iteration 31Q: 3 clusters Score -9991169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 130270 members 
Entering Unmasked Estep 
Score: -9991169.000000 Penalty: 5843.757324
	Iteration 32Q: 3 clusters Score -9991169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 130269 members 
Entering Unmasked Estep 
Score: -9991167.000000 Penalty: 5843.757324
	Iteration 33Q: 3 clusters Score -9991167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 130270 members 
Entering Unmasked Estep 
Score: -9991180.000000 Penalty: 5843.757324
	Iteration 34Q: 3 clusters Score -9991180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 130273 members 
Entering Unmasked Estep 
Score: -9991172.000000 Penalty: 5843.757324
	Iteration 35Q: 3 clusters Score -9991172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 130276 members 
Entering Unmasked Estep 
Score: -9991173.000000 Penalty: 5843.757324
	Iteration 36Q: 3 clusters Score -9991173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 130275 members 
Entering Unmasked Estep 
Score: -9991181.000000 Penalty: 5843.757324
	Iteration 37Q: 3 clusters Score -9991181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 130276 members 
Entering Unmasked Estep 
Score: -9991175.000000 Penalty: 5843.757324
	Iteration 38Q: 3 clusters Score -9991175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 130278 members 
Entering Unmasked Estep 
Score: -9991170.000000 Penalty: 5843.757324
	Iteration 39Q: 3 clusters Score -9991170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 130278 members 
Entering Unmasked Estep 
Score: -9991170.000000 Penalty: 5843.757324
	Iteration 40F: 3 clusters Score -9991170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Entering Unmasked Estep 
Score: -2242918.250000 Penalty: 2538.498291
	Iteration 0F: 2 clusters Score -2242918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2223785.500000 Penalty: 5076.996582
	Iteration 0F: 3 clusters Score -2223786 nChanged 12436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2230559.000000 Penalty: 5076.996582
	Iteration 1F: 3 clusters Score -2230559 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2231038.250000 Penalty: 5076.996582
	Iteration 2Q: 3 clusters Score -2231038 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2231423.250000 Penalty: 5076.996582
	Iteration 3Q: 3 clusters Score -2231423 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2231799.500000 Penalty: 5076.996582
	Iteration 4Q: 3 clusters Score -2231800 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2232175.750000 Penalty: 5076.996582
	Iteration 5Q: 3 clusters Score -2232176 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2232580.750000 Penalty: 5076.996582
	Iteration 6Q: 3 clusters Score -2232581 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2233073.250000 Penalty: 5076.996582
	Iteration 7Q: 3 clusters Score -2233073 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2233632.000000 Penalty: 5076.996582
	Iteration 8Q: 3 clusters Score -2233632 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2234296.250000 Penalty: 5076.996582
	Iteration 9Q: 3 clusters Score -2234296 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2235172.750000 Penalty: 5076.996582
	Iteration 10Q: 3 clusters Score -2235173 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2236219.500000 Penalty: 5076.996582
	Iteration 11F: 3 clusters Score -2236220 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2237368.500000 Penalty: 5076.996582
	Iteration 12Q: 3 clusters Score -2237368 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2238347.500000 Penalty: 5076.996582
	Iteration 13Q: 3 clusters Score -2238348 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2238955.000000 Penalty: 5076.996582
	Iteration 14Q: 3 clusters Score -2238955 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2239288.250000 Penalty: 5076.996582
	Iteration 15Q: 3 clusters Score -2239288 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2239514.250000 Penalty: 5076.996582
	Iteration 16Q: 3 clusters Score -2239514 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2239687.500000 Penalty: 5076.996582
	Iteration 17Q: 3 clusters Score -2239688 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2239836.500000 Penalty: 5076.996582
	Iteration 18Q: 3 clusters Score -2239836 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2239961.000000 Penalty: 5076.996582
	Iteration 19Q: 3 clusters Score -2239961 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2240076.250000 Penalty: 5076.996582
	Iteration 20F: 3 clusters Score -2240076 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -2240158.500000 Penalty: 5076.996582
	Iteration 21Q: 3 clusters Score -2240158 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2240230.750000 Penalty: 5076.996582
	Iteration 22Q: 3 clusters Score -2240231 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -2240279.000000 Penalty: 5076.996582
	Iteration 23Q: 3 clusters Score -2240279 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2240316.250000 Penalty: 5076.996582
	Iteration 24Q: 3 clusters Score -2240316 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2240366.250000 Penalty: 5076.996582
	Iteration 25Q: 3 clusters Score -2240366 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2240411.250000 Penalty: 5076.996582
	Iteration 26Q: 3 clusters Score -2240411 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2240455.000000 Penalty: 5076.996582
	Iteration 27Q: 3 clusters Score -2240455 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2240506.500000 Penalty: 5076.996582
	Iteration 28Q: 3 clusters Score -2240506 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2240536.750000 Penalty: 5076.996582
	Iteration 29Q: 3 clusters Score -2240537 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2240572.500000 Penalty: 5076.996582
	Iteration 30Q: 3 clusters Score -2240572 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2240607.750000 Penalty: 5076.996582
	Iteration 31Q: 3 clusters Score -2240608 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2240645.750000 Penalty: 5076.996582
	Iteration 32Q: 3 clusters Score -2240646 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2240676.250000 Penalty: 5076.996582
	Iteration 33Q: 3 clusters Score -2240676 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2240711.000000 Penalty: 5076.996582
	Iteration 34Q: 3 clusters Score -2240711 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2240754.750000 Penalty: 5076.996582
	Iteration 35Q: 3 clusters Score -2240755 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2240784.750000 Penalty: 5076.996582
	Iteration 36Q: 3 clusters Score -2240785 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2240803.250000 Penalty: 5076.996582
	Iteration 37Q: 3 clusters Score -2240803 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2240819.500000 Penalty: 5076.996582
	Iteration 38Q: 3 clusters Score -2240820 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2240847.250000 Penalty: 5076.996582
	Iteration 39Q: 3 clusters Score -2240847 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2240863.500000 Penalty: 5076.996582
	Iteration 40F: 3 clusters Score -2240864 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2240882.000000 Penalty: 5076.996582
	Iteration 41Q: 3 clusters Score -2240882 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2240899.250000 Penalty: 5076.996582
	Iteration 42Q: 3 clusters Score -2240899 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2240919 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2240923 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2240936 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2240940 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2240946 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2240960.250000 Penalty: 5076.996582
	Iteration 48Q: 3 clusters Score -2240960 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2240964.500000 Penalty: 5076.996582
	Iteration 49Q: 3 clusters Score -2240964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2240973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2240983.250000 Penalty: 5076.996582
	Iteration 51Q: 3 clusters Score -2240983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2240991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2240991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2240996.250000 Penalty: 5076.996582
	Iteration 54Q: 3 clusters Score -2240996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2240998.500000 Penalty: 5076.996582
	Iteration 55Q: 3 clusters Score -2240998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2240997.250000 Penalty: 5076.996582
	Iteration 56Q: 3 clusters Score -2240997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2241001.500000 Penalty: 5076.996582
	Iteration 57Q: 3 clusters Score -2241002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2241001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2241010.500000 Penalty: 5076.996582
	Iteration 59Q: 3 clusters Score -2241010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2241016.250000 Penalty: 5076.996582
	Iteration 60F: 3 clusters Score -2241016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2241013.500000 Penalty: 5076.996582
	Iteration 61Q: 3 clusters Score -2241014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2241017.750000 Penalty: 5076.996582
	Iteration 62Q: 3 clusters Score -2241018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2241019.750000 Penalty: 5076.996582
	Iteration 63Q: 3 clusters Score -2241020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2241016.250000 Penalty: 5076.996582
	Iteration 64Q: 3 clusters Score -2241016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2241022.250000 Penalty: 5076.996582
	Iteration 65Q: 3 clusters Score -2241022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2241026.750000 Penalty: 5076.996582
	Iteration 66Q: 3 clusters Score -2241027 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2241032.250000 Penalty: 5076.996582
	Iteration 67Q: 3 clusters Score -2241032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2241042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2241051.000000 Penalty: 5076.996582
	Iteration 69Q: 3 clusters Score -2241051 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2241058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2241066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2241069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2241076.250000 Penalty: 5076.996582
	Iteration 73Q: 3 clusters Score -2241076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2241079.250000 Penalty: 5076.996582
	Iteration 74Q: 3 clusters Score -2241079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2241081.750000 Penalty: 5076.996582
	Iteration 75Q: 3 clusters Score -2241082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2241086.500000 Penalty: 5076.996582
	Iteration 76Q: 3 clusters Score -2241086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2241089.250000 Penalty: 5076.996582
	Iteration 77Q: 3 clusters Score -2241089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2241091.250000 Penalty: 5076.996582
	Iteration 78Q: 3 clusters Score -2241091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2241086 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2241086.750000 Penalty: 5076.996582
	Iteration 80F: 3 clusters Score -2241087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2241091.500000 Penalty: 5076.996582
	Iteration 81Q: 3 clusters Score -2241092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2241097.250000 Penalty: 5076.996582
	Iteration 82Q: 3 clusters Score -2241097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2241096.500000 Penalty: 5076.996582
	Iteration 83Q: 3 clusters Score -2241096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2241098.000000 Penalty: 5076.996582
	Iteration 84Q: 3 clusters Score -2241098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2241102.000000 Penalty: 5076.996582
	Iteration 85Q: 3 clusters Score -2241102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2241103.000000 Penalty: 5076.996582
	Iteration 86Q: 3 clusters Score -2241103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2241101.750000 Penalty: 5076.996582
	Iteration 87Q: 3 clusters Score -2241102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2241106.250000 Penalty: 5076.996582
	Iteration 88Q: 3 clusters Score -2241106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2241107.250000 Penalty: 5076.996582
	Iteration 89Q: 3 clusters Score -2241107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2241107.500000 Penalty: 5076.996582
	Iteration 90Q: 3 clusters Score -2241108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2241108.750000 Penalty: 5076.996582
	Iteration 91Q: 3 clusters Score -2241109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2241107.750000 Penalty: 5076.996582
	Iteration 92Q: 3 clusters Score -2241108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2241108.500000 Penalty: 5076.996582
	Iteration 93Q: 3 clusters Score -2241108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2241110.000000 Penalty: 5076.996582
	Iteration 94Q: 3 clusters Score -2241110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2241112.750000 Penalty: 5076.996582
	Iteration 95Q: 3 clusters Score -2241113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2241114 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2241112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2241112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2241112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2241115.500000 Penalty: 5076.996582
	Iteration 100F: 3 clusters Score -2241116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2241112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2241112.250000 Penalty: 5076.996582
	Iteration 102Q: 3 clusters Score -2241112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2241115.750000 Penalty: 5076.996582
	Iteration 103Q: 3 clusters Score -2241116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2241118.250000 Penalty: 5076.996582
	Iteration 104Q: 3 clusters Score -2241118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2241118.250000 Penalty: 5076.996582
	Iteration 105Q: 3 clusters Score -2241118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2241119.000000 Penalty: 5076.996582
	Iteration 106Q: 3 clusters Score -2241119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2241123.000000 Penalty: 5076.996582
	Iteration 107Q: 3 clusters Score -2241123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2241125.250000 Penalty: 5076.996582
	Iteration 108Q: 3 clusters Score -2241125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2241126.250000 Penalty: 5076.996582
	Iteration 109Q: 3 clusters Score -2241126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2241133.000000 Penalty: 5076.996582
	Iteration 110Q: 3 clusters Score -2241133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2241130.750000 Penalty: 5076.996582
	Iteration 111Q: 3 clusters Score -2241131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2241134.250000 Penalty: 5076.996582
	Iteration 112Q: 3 clusters Score -2241134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2241133.500000 Penalty: 5076.996582
	Iteration 113Q: 3 clusters Score -2241134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2241135.750000 Penalty: 5076.996582
	Iteration 114Q: 3 clusters Score -2241136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2241139.500000 Penalty: 5076.996582
	Iteration 115Q: 3 clusters Score -2241140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2241141.000000 Penalty: 5076.996582
	Iteration 116Q: 3 clusters Score -2241141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2241140.750000 Penalty: 5076.996582
	Iteration 117Q: 3 clusters Score -2241141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2241142.500000 Penalty: 5076.996582
	Iteration 118Q: 3 clusters Score -2241142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2241143.250000 Penalty: 5076.996582
	Iteration 119Q: 3 clusters Score -2241143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2241143.000000 Penalty: 5076.996582
	Iteration 120F: 3 clusters Score -2241143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2241142.000000 Penalty: 5076.996582
	Iteration 121Q: 3 clusters Score -2241142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2241147 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
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	Iteration 123F: 3 clusters Score -2241147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54830 members 
Entering Unmasked Estep 
Score: -4195321.500000 Penalty: 2706.174316
	Iteration 0F: 2 clusters Score -4195322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27450 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -4158274 nChanged 25575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4172384 nChanged 1810
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -4172772 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -4173173.750000 Penalty: 5412.348633
	Iteration 3Q: 3 clusters Score -4173174 nChanged 1638
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -4173607.500000 Penalty: 5412.348633
	Iteration 4Q: 3 clusters Score -4173608 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -4173935.000000 Penalty: 5412.348633
	Iteration 5Q: 3 clusters Score -4173935 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -4174314.000000 Penalty: 5412.348633
	Iteration 6Q: 3 clusters Score -4174314 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -4174709.000000 Penalty: 5412.348633
	Iteration 7Q: 3 clusters Score -4174709 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -4175152.750000 Penalty: 5412.348633
	Iteration 8Q: 3 clusters Score -4175153 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -4175673.500000 Penalty: 5412.348633
	Iteration 9Q: 3 clusters Score -4175674 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -4176223.750000 Penalty: 5412.348633
	Iteration 10Q: 3 clusters Score -4176224 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -4176910.750000 Penalty: 5412.348633
	Iteration 11Q: 3 clusters Score -4176911 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -4177670.000000 Penalty: 5412.348633
	Iteration 12Q: 3 clusters Score -4177670 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -4178451.000000 Penalty: 5412.348633
	Iteration 13Q: 3 clusters Score -4178451 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -4179250.250000 Penalty: 5412.348633
	Iteration 14Q: 3 clusters Score -4179250 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -4179938.250000 Penalty: 5412.348633
	Iteration 15Q: 3 clusters Score -4179938 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -4180534.750000 Penalty: 5412.348633
	Iteration 16Q: 3 clusters Score -4180535 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -4181035.250000 Penalty: 5412.348633
	Iteration 17Q: 3 clusters Score -4181035 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -4181469.250000 Penalty: 5412.348633
	Iteration 18Q: 3 clusters Score -4181469 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -4181847.000000 Penalty: 5412.348633
	Iteration 19Q: 3 clusters Score -4181847 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -4182212.500000 Penalty: 5412.348633
	Iteration 20F: 3 clusters Score -4182212 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -4182632.500000 Penalty: 5412.348633
	Iteration 21Q: 3 clusters Score -4182632 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -4183166.000000 Penalty: 5412.348633
	Iteration 22Q: 3 clusters Score -4183166 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -4183765.500000 Penalty: 5412.348633
	Iteration 23Q: 3 clusters Score -4183766 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -4184328.000000 Penalty: 5412.348633
	Iteration 24Q: 3 clusters Score -4184328 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -4184855.500000 Penalty: 5412.348633
	Iteration 25Q: 3 clusters Score -4184856 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -4185158.250000 Penalty: 5412.348633
	Iteration 26Q: 3 clusters Score -4185158 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -4185336.250000 Penalty: 5412.348633
	Iteration 27Q: 3 clusters Score -4185336 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -4185410.000000 Penalty: 5412.348633
	Iteration 28Q: 3 clusters Score -4185410 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -4185487.500000 Penalty: 5412.348633
	Iteration 29Q: 3 clusters Score -4185488 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -4185551.250000 Penalty: 5412.348633
	Iteration 30Q: 3 clusters Score -4185551 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -4185616.000000 Penalty: 5412.348633
	Iteration 31Q: 3 clusters Score -4185616 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -4185656.500000 Penalty: 5412.348633
	Iteration 32Q: 3 clusters Score -4185656 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -4185706.500000 Penalty: 5412.348633
	Iteration 33Q: 3 clusters Score -4185706 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -4185777.500000 Penalty: 5412.348633
	Iteration 34Q: 3 clusters Score -4185778 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -4185827.750000 Penalty: 5412.348633
	Iteration 35Q: 3 clusters Score -4185828 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -4185856.000000 Penalty: 5412.348633
	Iteration 36Q: 3 clusters Score -4185856 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -4185940.750000 Penalty: 5412.348633
	Iteration 37Q: 3 clusters Score -4185941 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -4185979.250000 Penalty: 5412.348633
	Iteration 38Q: 3 clusters Score -4185979 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -4186037.500000 Penalty: 5412.348633
	Iteration 39Q: 3 clusters Score -4186038 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -4186113.000000 Penalty: 5412.348633
	Iteration 40F: 3 clusters Score -4186113 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -4186218.000000 Penalty: 5412.348633
	Iteration 41Q: 3 clusters Score -4186218 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -4186288.250000 Penalty: 5412.348633
	Iteration 42Q: 3 clusters Score -4186288 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -4186381.750000 Penalty: 5412.348633
	Iteration 43Q: 3 clusters Score -4186382 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -4186508.750000 Penalty: 5412.348633
	Iteration 44Q: 3 clusters Score -4186509 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -4186612.500000 Penalty: 5412.348633
	Iteration 45Q: 3 clusters Score -4186612 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -4186758.000000 Penalty: 5412.348633
	Iteration 46Q: 3 clusters Score -4186758 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -4186912.500000 Penalty: 5412.348633
	Iteration 47Q: 3 clusters Score -4186912 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -4187077.250000 Penalty: 5412.348633
	Iteration 48Q: 3 clusters Score -4187077 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -4187289.750000 Penalty: 5412.348633
	Iteration 49Q: 3 clusters Score -4187290 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -4187513.750000 Penalty: 5412.348633
	Iteration 50Q: 3 clusters Score -4187514 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -4187732.500000 Penalty: 5412.348633
	Iteration 51Q: 3 clusters Score -4187732 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -4187991.000000 Penalty: 5412.348633
	Iteration 52Q: 3 clusters Score -4187991 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -4188262.000000 Penalty: 5412.348633
	Iteration 53Q: 3 clusters Score -4188262 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -4188583.750000 Penalty: 5412.348633
	Iteration 54Q: 3 clusters Score -4188584 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -4188907.250000 Penalty: 5412.348633
	Iteration 55Q: 3 clusters Score -4188907 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -4189215.250000 Penalty: 5412.348633
	Iteration 56Q: 3 clusters Score -4189215 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -4189510.750000 Penalty: 5412.348633
	Iteration 57Q: 3 clusters Score -4189511 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -4189795.500000 Penalty: 5412.348633
	Iteration 58Q: 3 clusters Score -4189796 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -4190064.500000 Penalty: 5412.348633
	Iteration 59Q: 3 clusters Score -4190064 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 48908 members 
Entering Unmasked Estep 
Score: -4190346.500000 Penalty: 5412.348633
	Iteration 60F: 3 clusters Score -4190346 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -4190630.750000 Penalty: 5412.348633
	Iteration 61Q: 3 clusters Score -4190631 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -4190955.250000 Penalty: 5412.348633
	Iteration 62Q: 3 clusters Score -4190955 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -4191240.250000 Penalty: 5412.348633
	Iteration 63Q: 3 clusters Score -4191240 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -4191526.000000 Penalty: 5412.348633
	Iteration 64Q: 3 clusters Score -4191526 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 51829 members 
Entering Unmasked Estep 
Score: -4191762.250000 Penalty: 5412.348633
	Iteration 65Q: 3 clusters Score -4191762 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -4192006.250000 Penalty: 5412.348633
	Iteration 66Q: 3 clusters Score -4192006 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -4192195.000000 Penalty: 5412.348633
	Iteration 67Q: 3 clusters Score -4192195 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 52942 members 
Entering Unmasked Estep 
Score: -4192374.500000 Penalty: 5412.348633
	Iteration 68Q: 3 clusters Score -4192374 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 53199 members 
Entering Unmasked Estep 
Score: -4192527.250000 Penalty: 5412.348633
	Iteration 69Q: 3 clusters Score -4192527 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 53420 members 
Entering Unmasked Estep 
Score: -4192665.000000 Penalty: 5412.348633
	Iteration 70Q: 3 clusters Score -4192665 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 53572 members 
Entering Unmasked Estep 
Score: -4192730.000000 Penalty: 5412.348633
	Iteration 71Q: 3 clusters Score -4192730 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 53671 members 
Entering Unmasked Estep 
Score: -4192770.750000 Penalty: 5412.348633
	Iteration 72Q: 3 clusters Score -4192771 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -4192806.750000 Penalty: 5412.348633
	Iteration 73Q: 3 clusters Score -4192807 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -4192844.500000 Penalty: 5412.348633
	Iteration 74Q: 3 clusters Score -4192844 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -4192875.000000 Penalty: 5412.348633
	Iteration 75Q: 3 clusters Score -4192875 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -4192904.500000 Penalty: 5412.348633
	Iteration 76Q: 3 clusters Score -4192904 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -4192910.250000 Penalty: 5412.348633
	Iteration 77Q: 3 clusters Score -4192910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -4192930.000000 Penalty: 5412.348633
	Iteration 78Q: 3 clusters Score -4192930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 54003 members 
Entering Unmasked Estep 
Score: -4192951.250000 Penalty: 5412.348633
	Iteration 79Q: 3 clusters Score -4192951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 54026 members 
Entering Unmasked Estep 
Score: -4192958.750000 Penalty: 5412.348633
	Iteration 80F: 3 clusters Score -4192959 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -4192981.500000 Penalty: 5412.348633
	Iteration 81Q: 3 clusters Score -4192982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 54075 members 
Entering Unmasked Estep 
Score: -4192994.000000 Penalty: 5412.348633
	Iteration 82Q: 3 clusters Score -4192994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 54090 members 
Entering Unmasked Estep 
Score: -4193008.250000 Penalty: 5412.348633
	Iteration 83Q: 3 clusters Score -4193008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 54106 members 
Entering Unmasked Estep 
Score: -4193014.500000 Penalty: 5412.348633
	Iteration 84Q: 3 clusters Score -4193014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -4193020.250000 Penalty: 5412.348633
	Iteration 85Q: 3 clusters Score -4193020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 54137 members 
Entering Unmasked Estep 
Score: -4193032.500000 Penalty: 5412.348633
	Iteration 86Q: 3 clusters Score -4193032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -4193035.750000 Penalty: 5412.348633
	Iteration 87Q: 3 clusters Score -4193036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -4193051.000000 Penalty: 5412.348633
	Iteration 88Q: 3 clusters Score -4193051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 54169 members 
Entering Unmasked Estep 
Score: -4193053.250000 Penalty: 5412.348633
	Iteration 89Q: 3 clusters Score -4193053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
Score: -4193052.500000 Penalty: 5412.348633
	Iteration 90Q: 3 clusters Score -4193052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -4193056.750000 Penalty: 5412.348633
	Iteration 91Q: 3 clusters Score -4193057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -4193056.750000 Penalty: 5412.348633
	Iteration 92Q: 3 clusters Score -4193057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -4193056.750000 Penalty: 5412.348633
	Iteration 93F: 3 clusters Score -4193057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Entering Unmasked Estep 
Score: -1877477.750000 Penalty: 2544.290771
	Iteration 0F: 2 clusters Score -1877478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1857922.375000 Penalty: 5088.581543
	Iteration 0F: 3 clusters Score -1857922 nChanged 12808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1864920.000000 Penalty: 5088.581543
	Iteration 1F: 3 clusters Score -1864920 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1865616.125000 Penalty: 5088.581543
	Iteration 2F: 3 clusters Score -1865616 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1866370.500000 Penalty: 5088.581543
	Iteration 3F: 3 clusters Score -1866370 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1867178.125000 Penalty: 5088.581543
	Iteration 4F: 3 clusters Score -1867178 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1868010.250000 Penalty: 5088.581543
	Iteration 5F: 3 clusters Score -1868010 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1868796.625000 Penalty: 5088.581543
	Iteration 6F: 3 clusters Score -1868797 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1869552.250000 Penalty: 5088.581543
	Iteration 7F: 3 clusters Score -1869552 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1870262.375000 Penalty: 5088.581543
	Iteration 8Q: 3 clusters Score -1870262 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1870926.625000 Penalty: 5088.581543
	Iteration 9Q: 3 clusters Score -1870927 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1871453.750000 Penalty: 5088.581543
	Iteration 10Q: 3 clusters Score -1871454 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1871911.000000 Penalty: 5088.581543
	Iteration 11Q: 3 clusters Score -1871911 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1872298.250000 Penalty: 5088.581543
	Iteration 12Q: 3 clusters Score -1872298 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1872563.250000 Penalty: 5088.581543
	Iteration 13Q: 3 clusters Score -1872563 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1872747.750000 Penalty: 5088.581543
	Iteration 14Q: 3 clusters Score -1872748 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1872856.250000 Penalty: 5088.581543
	Iteration 15Q: 3 clusters Score -1872856 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1872954.875000 Penalty: 5088.581543
	Iteration 16Q: 3 clusters Score -1872955 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1873060.000000 Penalty: 5088.581543
	Iteration 17Q: 3 clusters Score -1873060 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1873140.125000 Penalty: 5088.581543
	Iteration 18Q: 3 clusters Score -1873140 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1873233.250000 Penalty: 5088.581543
	Iteration 19Q: 3 clusters Score -1873233 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1873339.000000 Penalty: 5088.581543
	Iteration 20F: 3 clusters Score -1873339 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1873417.500000 Penalty: 5088.581543
	Iteration 21Q: 3 clusters Score -1873418 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1873502.500000 Penalty: 5088.581543
	Iteration 22Q: 3 clusters Score -1873502 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1873592.000000 Penalty: 5088.581543
	Iteration 23Q: 3 clusters Score -1873592 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1873683.250000 Penalty: 5088.581543
	Iteration 24Q: 3 clusters Score -1873683 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1873780.500000 Penalty: 5088.581543
	Iteration 25Q: 3 clusters Score -1873780 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1873886.125000 Penalty: 5088.581543
	Iteration 26Q: 3 clusters Score -1873886 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1874005.750000 Penalty: 5088.581543
	Iteration 27Q: 3 clusters Score -1874006 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1874123.875000 Penalty: 5088.581543
	Iteration 28Q: 3 clusters Score -1874124 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1874246.625000 Penalty: 5088.581543
	Iteration 29Q: 3 clusters Score -1874247 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1874377.500000 Penalty: 5088.581543
	Iteration 30Q: 3 clusters Score -1874378 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1874511.750000 Penalty: 5088.581543
	Iteration 31Q: 3 clusters Score -1874512 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1874643.375000 Penalty: 5088.581543
	Iteration 32Q: 3 clusters Score -1874643 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1874777.500000 Penalty: 5088.581543
	Iteration 33Q: 3 clusters Score -1874778 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1874900.000000 Penalty: 5088.581543
	Iteration 34Q: 3 clusters Score -1874900 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1875026.875000 Penalty: 5088.581543
	Iteration 35Q: 3 clusters Score -1875027 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1875139.000000 Penalty: 5088.581543
	Iteration 36Q: 3 clusters Score -1875139 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1875286.500000 Penalty: 5088.581543
	Iteration 37Q: 3 clusters Score -1875286 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1875384.000000 Penalty: 5088.581543
	Iteration 38Q: 3 clusters Score -1875384 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1875509.625000 Penalty: 5088.581543
	Iteration 39Q: 3 clusters Score -1875510 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1875626.125000 Penalty: 5088.581543
	Iteration 40F: 3 clusters Score -1875626 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1875753.625000 Penalty: 5088.581543
	Iteration 41Q: 3 clusters Score -1875754 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1875870.750000 Penalty: 5088.581543
	Iteration 42Q: 3 clusters Score -1875871 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1875980.000000 Penalty: 5088.581543
	Iteration 43Q: 3 clusters Score -1875980 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1876096.125000 Penalty: 5088.581543
	Iteration 44Q: 3 clusters Score -1876096 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1876192.625000 Penalty: 5088.581543
	Iteration 45Q: 3 clusters Score -1876193 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1876266.125000 Penalty: 5088.581543
	Iteration 46Q: 3 clusters Score -1876266 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1876333.500000 Penalty: 5088.581543
	Iteration 47Q: 3 clusters Score -1876334 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1876397.250000 Penalty: 5088.581543
	Iteration 48Q: 3 clusters Score -1876397 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1876454.875000 Penalty: 5088.581543
	Iteration 49Q: 3 clusters Score -1876455 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1876497.000000 Penalty: 5088.581543
	Iteration 50Q: 3 clusters Score -1876497 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1876538.250000 Penalty: 5088.581543
	Iteration 51Q: 3 clusters Score -1876538 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1876567.375000 Penalty: 5088.581543
	Iteration 52Q: 3 clusters Score -1876567 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1876589.500000 Penalty: 5088.581543
	Iteration 53Q: 3 clusters Score -1876590 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1876611.125000 Penalty: 5088.581543
	Iteration 54Q: 3 clusters Score -1876611 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1876634.625000 Penalty: 5088.581543
	Iteration 55Q: 3 clusters Score -1876635 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1876644.250000 Penalty: 5088.581543
	Iteration 56Q: 3 clusters Score -1876644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1876654.000000 Penalty: 5088.581543
	Iteration 57Q: 3 clusters Score -1876654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1876656.875000 Penalty: 5088.581543
	Iteration 58Q: 3 clusters Score -1876657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1876664.125000 Penalty: 5088.581543
	Iteration 59Q: 3 clusters Score -1876664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1876660.125000 Penalty: 5088.581543
	Iteration 60F: 3 clusters Score -1876660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1876663.875000 Penalty: 5088.581543
	Iteration 61Q: 3 clusters Score -1876664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1876667.000000 Penalty: 5088.581543
	Iteration 62Q: 3 clusters Score -1876667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1876665.750000 Penalty: 5088.581543
	Iteration 63Q: 3 clusters Score -1876666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1876667.750000 Penalty: 5088.581543
	Iteration 64Q: 3 clusters Score -1876668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1876667.750000 Penalty: 5088.581543
	Iteration 65F: 3 clusters Score -1876668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Entering Unmasked Estep 
Score: -190693.750000 Penalty: 2014.789307
	Iteration 0F: 2 clusters Score -190693.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -187235.156250 Penalty: 4029.578613
	Iteration 0F: 3 clusters Score -187235.2 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -188257.156250 Penalty: 4029.578613
	Iteration 1F: 3 clusters Score -188257.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -188696.953125 Penalty: 4029.578613
	Iteration 2F: 3 clusters Score -188697 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -189013.656250 Penalty: 4029.578613
	Iteration 3F: 3 clusters Score -189013.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -189257.000000 Penalty: 4029.578613
	Iteration 4F: 3 clusters Score -189257 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -189383.921875 Penalty: 4029.578613
	Iteration 5Q: 3 clusters Score -189383.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -189467.953125 Penalty: 4029.578613
	Iteration 6Q: 3 clusters Score -189468 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -189528.421875 Penalty: 4029.578613
	Iteration 7Q: 3 clusters Score -189528.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -189573.625000 Penalty: 4029.578613
	Iteration 8Q: 3 clusters Score -189573.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -189605.312500 Penalty: 4029.578613
	Iteration 9Q: 3 clusters Score -189605.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -189626.031250 Penalty: 4029.578613
	Iteration 10Q: 3 clusters Score -189626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -189643.921875 Penalty: 4029.578613
	Iteration 11Q: 3 clusters Score -189643.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -189654.593750 Penalty: 4029.578613
	Iteration 12Q: 3 clusters Score -189654.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -189661.765625 Penalty: 4029.578613
	Iteration 13Q: 3 clusters Score -189661.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -189666.734375 Penalty: 4029.578613
	Iteration 14Q: 3 clusters Score -189666.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -189672.796875 Penalty: 4029.578613
	Iteration 15Q: 3 clusters Score -189672.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -189677.312500 Penalty: 4029.578613
	Iteration 16Q: 3 clusters Score -189677.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -189683.171875 Penalty: 4029.578613
	Iteration 17Q: 3 clusters Score -189683.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -189688.421875 Penalty: 4029.578613
	Iteration 18Q: 3 clusters Score -189688.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -189691.828125 Penalty: 4029.578613
	Iteration 19Q: 3 clusters Score -189691.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -189694.281250 Penalty: 4029.578613
	Iteration 20F: 3 clusters Score -189694.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -189696.234375 Penalty: 4029.578613
	Iteration 21Q: 3 clusters Score -189696.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -189698.500000 Penalty: 4029.578613
	Iteration 22Q: 3 clusters Score -189698.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -189701.312500 Penalty: 4029.578613
	Iteration 23Q: 3 clusters Score -189701.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -189704.046875 Penalty: 4029.578613
	Iteration 24Q: 3 clusters Score -189704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -189704.796875 Penalty: 4029.578613
	Iteration 25Q: 3 clusters Score -189704.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -189705.640625 Penalty: 4029.578613
	Iteration 26Q: 3 clusters Score -189705.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -189706.687500 Penalty: 4029.578613
	Iteration 27Q: 3 clusters Score -189706.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -189707.796875 Penalty: 4029.578613
	Iteration 28Q: 3 clusters Score -189707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -189708.156250 Penalty: 4029.578613
	Iteration 29Q: 3 clusters Score -189708.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -189709.031250 Penalty: 4029.578613
	Iteration 30Q: 3 clusters Score -189709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -189708.937500 Penalty: 4029.578613
	Iteration 31Q: 3 clusters Score -189708.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -189708.937500 Penalty: 4029.578613
	Iteration 32F: 3 clusters Score -189708.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (198960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198960 members 
Entering Unmasked Estep 
Score: -15323748.000000 Penalty: 3025.812988
	Iteration 0F: 2 clusters Score -1.532375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99325 members 
Mstep: Class 2 contains 99635 members 
Entering Unmasked Estep 
Score: -15190440.000000 Penalty: 6051.625977
	Iteration 0F: 3 clusters Score -1.519044e+07 nChanged 95676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98223 members 
Mstep: Class 2 contains 100737 members 
Entering Unmasked Estep 
Score: -15246135.000000 Penalty: 6051.625977
	Iteration 1F: 3 clusters Score -1.524614e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97370 members 
Mstep: Class 2 contains 101590 members 
Entering Unmasked Estep 
Score: -15246895.000000 Penalty: 6051.625977
	Iteration 2Q: 3 clusters Score -1.52469e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95833 members 
Mstep: Class 2 contains 103127 members 
Entering Unmasked Estep 
Score: -15247771.000000 Penalty: 6051.625977
	Iteration 3Q: 3 clusters Score -1.524777e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93503 members 
Mstep: Class 2 contains 105457 members 
Entering Unmasked Estep 
Score: -15248769.000000 Penalty: 6051.625977
	Iteration 4Q: 3 clusters Score -1.524877e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89844 members 
Mstep: Class 2 contains 109116 members 
Entering Unmasked Estep 
Score: -15250449.000000 Penalty: 6051.625977
	Iteration 5Q: 3 clusters Score -1.525045e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84340 members 
Mstep: Class 2 contains 114620 members 
Entering Unmasked Estep 
Score: -15253140.000000 Penalty: 6051.625977
	Iteration 6Q: 3 clusters Score -1.525314e+07 nChanged 9363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76171 members 
Mstep: Class 2 contains 122789 members 
Entering Unmasked Estep 
Score: -15257832.000000 Penalty: 6051.625977
	Iteration 7Q: 3 clusters Score -1.525783e+07 nChanged 12137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64916 members 
Mstep: Class 2 contains 134044 members 
Entering Unmasked Estep 
Score: -15265764.000000 Penalty: 6051.625977
	Iteration 8F: 3 clusters Score -1.526576e+07 nChanged 14245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 147759 members 
Entering Unmasked Estep 
Score: -15277430.000000 Penalty: 6051.625977
	Iteration 9F: 3 clusters Score -1.527743e+07 nChanged 14132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 161525 members 
Entering Unmasked Estep 
Score: -15289832.000000 Penalty: 6051.625977
	Iteration 10F: 3 clusters Score -1.528983e+07 nChanged 11595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 172846 members 
Entering Unmasked Estep 
Score: -15300114.000000 Penalty: 6051.625977
	Iteration 11F: 3 clusters Score -1.530011e+07 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 181210 members 
Entering Unmasked Estep 
Score: -15307501.000000 Penalty: 6051.625977
	Iteration 12Q: 3 clusters Score -1.53075e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 187158 members 
Entering Unmasked Estep 
Score: -15312445.000000 Penalty: 6051.625977
	Iteration 13Q: 3 clusters Score -1.531244e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 191362 members 
Entering Unmasked Estep 
Score: -15315709.000000 Penalty: 6051.625977
	Iteration 14Q: 3 clusters Score -1.531571e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 194308 members 
Entering Unmasked Estep 
Score: -15318005.000000 Penalty: 6051.625977
	Iteration 15Q: 3 clusters Score -1.5318e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 196160 members 
Entering Unmasked Estep 
Score: -15319445.000000 Penalty: 6051.625977
	Iteration 16Q: 3 clusters Score -1.531944e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 197193 members 
Entering Unmasked Estep 
Score: -15320241.000000 Penalty: 6051.625977
	Iteration 17Q: 3 clusters Score -1.532024e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 197722 members 
Entering Unmasked Estep 
Score: -15320647.000000 Penalty: 6051.625977
	Iteration 18Q: 3 clusters Score -1.532065e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 198002 members 
Entering Unmasked Estep 
Score: -15320883.000000 Penalty: 6051.625977
	Iteration 19Q: 3 clusters Score -1.532088e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 198167 members 
Entering Unmasked Estep 
Score: -15321028.000000 Penalty: 6051.625977
	Iteration 20F: 3 clusters Score -1.532103e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 198263 members 
Entering Unmasked Estep 
Score: -15321092.000000 Penalty: 6051.625977
	Iteration 21Q: 3 clusters Score -1.532109e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 198312 members 
Entering Unmasked Estep 
Score: -15321152.000000 Penalty: 6051.625977
	Iteration 22Q: 3 clusters Score -1.532115e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 198347 members 
Entering Unmasked Estep 
Score: -15321188.000000 Penalty: 6051.625977
	Iteration 23Q: 3 clusters Score -1.532119e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 198371 members 
Entering Unmasked Estep 
Score: -15321214.000000 Penalty: 6051.625977
	Iteration 24Q: 3 clusters Score -1.532121e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 198390 members 
Entering Unmasked Estep 
Score: -15321221.000000 Penalty: 6051.625977
	Iteration 25Q: 3 clusters Score -1.532122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 198398 members 
Entering Unmasked Estep 
Score: -15321249.000000 Penalty: 6051.625977
	Iteration 26Q: 3 clusters Score -1.532125e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 198406 members 
Entering Unmasked Estep 
Score: -15321259.000000 Penalty: 6051.625977
	Iteration 27Q: 3 clusters Score -1.532126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 198408 members 
Entering Unmasked Estep 
Score: -15321255.000000 Penalty: 6051.625977
	Iteration 28Q: 3 clusters Score -1.532126e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 198419 members 
Entering Unmasked Estep 
Score: -15321260.000000 Penalty: 6051.625977
	Iteration 29Q: 3 clusters Score -1.532126e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 198431 members 
Entering Unmasked Estep 
Score: -15321272.000000 Penalty: 6051.625977
	Iteration 30Q: 3 clusters Score -1.532127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 198434 members 
Entering Unmasked Estep 
Score: -15321281.000000 Penalty: 6051.625977
	Iteration 31Q: 3 clusters Score -1.532128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 198441 members 
Entering Unmasked Estep 
Score: -15321291.000000 Penalty: 6051.625977
	Iteration 32Q: 3 clusters Score -1.532129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 198439 members 
Entering Unmasked Estep 
Score: -15321297.000000 Penalty: 6051.625977
	Iteration 33Q: 3 clusters Score -1.53213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 198438 members 
Entering Unmasked Estep 
Score: -15321292.000000 Penalty: 6051.625977
	Iteration 34Q: 3 clusters Score -1.532129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 198438 members 
Entering Unmasked Estep 
Score: -15321302.000000 Penalty: 6051.625977
	Iteration 35Q: 3 clusters Score -1.53213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 198438 members 
Entering Unmasked Estep 
Score: -15321302.000000 Penalty: 6051.625977
	Iteration 36F: 3 clusters Score -1.53213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -753687.562500 Penalty: 2286.386475
	Iteration 0F: 2 clusters Score -753687.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -745975.875000 Penalty: 4572.772949
	Iteration 0F: 3 clusters Score -745975.9 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -748213.187500 Penalty: 4572.772949
	Iteration 1F: 3 clusters Score -748213.2 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -748489.812500 Penalty: 4572.772949
	Iteration 2F: 3 clusters Score -748489.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -748734.562500 Penalty: 4572.772949
	Iteration 3F: 3 clusters Score -748734.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -748995.187500 Penalty: 4572.772949
	Iteration 4Q: 3 clusters Score -748995.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -749390.375000 Penalty: 4572.772949
	Iteration 5Q: 3 clusters Score -749390.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -749971.062500 Penalty: 4572.772949
	Iteration 6F: 3 clusters Score -749971.1 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -750748.312500 Penalty: 4572.772949
	Iteration 7F: 3 clusters Score -750748.3 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -751515.687500 Penalty: 4572.772949
	Iteration 8F: 3 clusters Score -751515.7 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -752034.562500 Penalty: 4572.772949
	Iteration 9F: 3 clusters Score -752034.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -752303.000000 Penalty: 4572.772949
	Iteration 10Q: 3 clusters Score -752303 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -752487.250000 Penalty: 4572.772949
	Iteration 11Q: 3 clusters Score -752487.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -752643.062500 Penalty: 4572.772949
	Iteration 12Q: 3 clusters Score -752643.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -752757.500000 Penalty: 4572.772949
	Iteration 13Q: 3 clusters Score -752757.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -752910.375000 Penalty: 4572.772949
	Iteration 14Q: 3 clusters Score -752910.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -753071.625000 Penalty: 4572.772949
	Iteration 15Q: 3 clusters Score -753071.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -753214.375000 Penalty: 4572.772949
	Iteration 16Q: 3 clusters Score -753214.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -753335.062500 Penalty: 4572.772949
	Iteration 17Q: 3 clusters Score -753335.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -753431.437500 Penalty: 4572.772949
	Iteration 18Q: 3 clusters Score -753431.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -753490.187500 Penalty: 4572.772949
	Iteration 19Q: 3 clusters Score -753490.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -753519.625000 Penalty: 4572.772949
	Iteration 20F: 3 clusters Score -753519.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -753530.687500 Penalty: 4572.772949
	Iteration 21Q: 3 clusters Score -753530.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -753537.937500 Penalty: 4572.772949
	Iteration 22Q: 3 clusters Score -753537.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -753549.062500 Penalty: 4572.772949
	Iteration 23Q: 3 clusters Score -753549.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -753554.312500 Penalty: 4572.772949
	Iteration 24Q: 3 clusters Score -753554.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -753554.312500 Penalty: 4572.772949
	Iteration 25Q: 3 clusters Score -753554.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -753555.750000 Penalty: 4572.772949
	Iteration 26Q: 3 clusters Score -753555.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -753557.500000 Penalty: 4572.772949
	Iteration 27Q: 3 clusters Score -753557.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -753558.625000 Penalty: 4572.772949
	Iteration 28Q: 3 clusters Score -753558.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -753559.125000 Penalty: 4572.772949
	Iteration 29Q: 3 clusters Score -753559.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -753559.187500 Penalty: 4572.772949
	Iteration 30Q: 3 clusters Score -753559.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -753559.187500 Penalty: 4572.772949
	Iteration 31F: 3 clusters Score -753559.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (80619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80619 members 
Entering Unmasked Estep 
Score: -6146962.500000 Penalty: 2801.777344
	Iteration 0F: 2 clusters Score -6146962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -6092924.000000 Penalty: 5603.554688
	Iteration 0F: 3 clusters Score -6092924 nChanged 38049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -6115054.500000 Penalty: 5603.554688
	Iteration 1F: 3 clusters Score -6115054 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -6116450.500000 Penalty: 5603.554688
	Iteration 2Q: 3 clusters Score -6116450 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -6118307.500000 Penalty: 5603.554688
	Iteration 3Q: 3 clusters Score -6118308 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -6120717.000000 Penalty: 5603.554688
	Iteration 4F: 3 clusters Score -6120717 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -6123930.000000 Penalty: 5603.554688
	Iteration 5F: 3 clusters Score -6123930 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 52510 members 
Entering Unmasked Estep 
Score: -6128178.000000 Penalty: 5603.554688
	Iteration 6F: 3 clusters Score -6128178 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 55942 members 
Entering Unmasked Estep 
Score: -6132672.000000 Penalty: 5603.554688
	Iteration 7F: 3 clusters Score -6132672 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 58482 members 
Entering Unmasked Estep 
Score: -6136034.500000 Penalty: 5603.554688
	Iteration 8F: 3 clusters Score -6136034 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 60239 members 
Entering Unmasked Estep 
Score: -6137901.000000 Penalty: 5603.554688
	Iteration 9Q: 3 clusters Score -6137901 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 61588 members 
Entering Unmasked Estep 
Score: -6138932.000000 Penalty: 5603.554688
	Iteration 10Q: 3 clusters Score -6138932 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 62844 members 
Entering Unmasked Estep 
Score: -6139665.000000 Penalty: 5603.554688
	Iteration 11Q: 3 clusters Score -6139665 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 63964 members 
Entering Unmasked Estep 
Score: -6140191.500000 Penalty: 5603.554688
	Iteration 12Q: 3 clusters Score -6140192 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 64961 members 
Entering Unmasked Estep 
Score: -6140670.000000 Penalty: 5603.554688
	Iteration 13Q: 3 clusters Score -6140670 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 65906 members 
Entering Unmasked Estep 
Score: -6141036.500000 Penalty: 5603.554688
	Iteration 14Q: 3 clusters Score -6141036 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 66799 members 
Entering Unmasked Estep 
Score: -6141400.500000 Penalty: 5603.554688
	Iteration 15Q: 3 clusters Score -6141400 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 67663 members 
Entering Unmasked Estep 
Score: -6141679.500000 Penalty: 5603.554688
	Iteration 16Q: 3 clusters Score -6141680 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 68492 members 
Entering Unmasked Estep 
Score: -6141947.000000 Penalty: 5603.554688
	Iteration 17Q: 3 clusters Score -6141947 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 69236 members 
Entering Unmasked Estep 
Score: -6142180.000000 Penalty: 5603.554688
	Iteration 18Q: 3 clusters Score -6142180 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 69956 members 
Entering Unmasked Estep 
Score: -6142405.000000 Penalty: 5603.554688
	Iteration 19Q: 3 clusters Score -6142405 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 70695 members 
Entering Unmasked Estep 
Score: -6142618.500000 Penalty: 5603.554688
	Iteration 20F: 3 clusters Score -6142618 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 71403 members 
Entering Unmasked Estep 
Score: -6142866.500000 Penalty: 5603.554688
	Iteration 21Q: 3 clusters Score -6142866 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 72105 members 
Entering Unmasked Estep 
Score: -6143105.000000 Penalty: 5603.554688
	Iteration 22Q: 3 clusters Score -6143105 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 72743 members 
Entering Unmasked Estep 
Score: -6143305.000000 Penalty: 5603.554688
	Iteration 23Q: 3 clusters Score -6143305 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 73313 members 
Entering Unmasked Estep 
Score: -6143470.000000 Penalty: 5603.554688
	Iteration 24Q: 3 clusters Score -6143470 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 73842 members 
Entering Unmasked Estep 
Score: -6143640.500000 Penalty: 5603.554688
	Iteration 25Q: 3 clusters Score -6143640 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 74333 members 
Entering Unmasked Estep 
Score: -6143774.000000 Penalty: 5603.554688
	Iteration 26Q: 3 clusters Score -6143774 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 74791 members 
Entering Unmasked Estep 
Score: -6143897.000000 Penalty: 5603.554688
	Iteration 27Q: 3 clusters Score -6143897 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 75204 members 
Entering Unmasked Estep 
Score: -6144033.500000 Penalty: 5603.554688
	Iteration 28Q: 3 clusters Score -6144034 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 75593 members 
Entering Unmasked Estep 
Score: -6144183.500000 Penalty: 5603.554688
	Iteration 29Q: 3 clusters Score -6144184 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 75942 members 
Entering Unmasked Estep 
Score: -6144316.500000 Penalty: 5603.554688
	Iteration 30Q: 3 clusters Score -6144316 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 76233 members 
Entering Unmasked Estep 
Score: -6144387.500000 Penalty: 5603.554688
	Iteration 31Q: 3 clusters Score -6144388 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 76490 members 
Entering Unmasked Estep 
Score: -6144434.000000 Penalty: 5603.554688
	Iteration 32Q: 3 clusters Score -6144434 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 76736 members 
Entering Unmasked Estep 
Score: -6144508.500000 Penalty: 5603.554688
	Iteration 33Q: 3 clusters Score -6144508 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 76925 members 
Entering Unmasked Estep 
Score: -6144545.000000 Penalty: 5603.554688
	Iteration 34Q: 3 clusters Score -6144545 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 77095 members 
Entering Unmasked Estep 
Score: -6144598.500000 Penalty: 5603.554688
	Iteration 35Q: 3 clusters Score -6144598 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 77259 members 
Entering Unmasked Estep 
Score: -6144656.000000 Penalty: 5603.554688
	Iteration 36Q: 3 clusters Score -6144656 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 77401 members 
Entering Unmasked Estep 
Score: -6144699.000000 Penalty: 5603.554688
	Iteration 37Q: 3 clusters Score -6144699 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 77533 members 
Entering Unmasked Estep 
Score: -6144725.000000 Penalty: 5603.554688
	Iteration 38Q: 3 clusters Score -6144725 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 77642 members 
Entering Unmasked Estep 
Score: -6144764.000000 Penalty: 5603.554688
	Iteration 39Q: 3 clusters Score -6144764 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 77744 members 
Entering Unmasked Estep 
Score: -6144781.000000 Penalty: 5603.554688
	Iteration 40F: 3 clusters Score -6144781 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 77810 members 
Entering Unmasked Estep 
Score: -6144791.000000 Penalty: 5603.554688
	Iteration 41Q: 3 clusters Score -6144791 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 77879 members 
Entering Unmasked Estep 
Score: -6144803.000000 Penalty: 5603.554688
	Iteration 42Q: 3 clusters Score -6144803 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 77940 members 
Entering Unmasked Estep 
Score: -6144809.500000 Penalty: 5603.554688
	Iteration 43Q: 3 clusters Score -6144810 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 77997 members 
Entering Unmasked Estep 
Score: -6144818.000000 Penalty: 5603.554688
	Iteration 44Q: 3 clusters Score -6144818 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 78037 members 
Entering Unmasked Estep 
Score: -6144820.000000 Penalty: 5603.554688
	Iteration 45Q: 3 clusters Score -6144820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 78077 members 
Entering Unmasked Estep 
Score: -6144832.500000 Penalty: 5603.554688
	Iteration 46Q: 3 clusters Score -6144832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 78117 members 
Entering Unmasked Estep 
Score: -6144839.500000 Penalty: 5603.554688
	Iteration 47Q: 3 clusters Score -6144840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 78150 members 
Entering Unmasked Estep 
Score: -6144852.000000 Penalty: 5603.554688
	Iteration 48Q: 3 clusters Score -6144852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 78183 members 
Entering Unmasked Estep 
Score: -6144858.500000 Penalty: 5603.554688
	Iteration 49Q: 3 clusters Score -6144858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 78213 members 
Entering Unmasked Estep 
Score: -6144870.500000 Penalty: 5603.554688
	Iteration 50Q: 3 clusters Score -6144870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 78234 members 
Entering Unmasked Estep 
Score: -6144864.500000 Penalty: 5603.554688
	Iteration 51Q: 3 clusters Score -6144864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 78255 members 
Entering Unmasked Estep 
Score: -6144866.500000 Penalty: 5603.554688
	Iteration 52Q: 3 clusters Score -6144866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 78273 members 
Entering Unmasked Estep 
Score: -6144868.500000 Penalty: 5603.554688
	Iteration 53Q: 3 clusters Score -6144868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 78294 members 
Entering Unmasked Estep 
Score: -6144872.500000 Penalty: 5603.554688
	Iteration 54Q: 3 clusters Score -6144872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 78305 members 
Entering Unmasked Estep 
Score: -6144867.000000 Penalty: 5603.554688
	Iteration 55Q: 3 clusters Score -6144867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 78317 members 
Entering Unmasked Estep 
Score: -6144865.000000 Penalty: 5603.554688
	Iteration 56Q: 3 clusters Score -6144865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 78324 members 
Entering Unmasked Estep 
Score: -6144867.000000 Penalty: 5603.554688
	Iteration 57Q: 3 clusters Score -6144867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 78330 members 
Entering Unmasked Estep 
Score: -6144870.000000 Penalty: 5603.554688
	Iteration 58Q: 3 clusters Score -6144870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 78334 members 
Entering Unmasked Estep 
Score: -6144869.000000 Penalty: 5603.554688
	Iteration 59Q: 3 clusters Score -6144869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 78342 members 
Entering Unmasked Estep 
Score: -6144876.000000 Penalty: 5603.554688
	Iteration 60F: 3 clusters Score -6144876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 78353 members 
Entering Unmasked Estep 
Score: -6144875.500000 Penalty: 5603.554688
	Iteration 61Q: 3 clusters Score -6144876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 78366 members 
Entering Unmasked Estep 
Score: -6144868.500000 Penalty: 5603.554688
	Iteration 62Q: 3 clusters Score -6144868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 78377 members 
Entering Unmasked Estep 
Score: -6144878.000000 Penalty: 5603.554688
	Iteration 63Q: 3 clusters Score -6144878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 78394 members 
Entering Unmasked Estep 
Score: -6144873.000000 Penalty: 5603.554688
	Iteration 64Q: 3 clusters Score -6144873 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 78416 members 
Entering Unmasked Estep 
Score: -6144867.500000 Penalty: 5603.554688
	Iteration 65Q: 3 clusters Score -6144868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 78436 members 
Entering Unmasked Estep 
Score: -6144873.000000 Penalty: 5603.554688
	Iteration 66Q: 3 clusters Score -6144873 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 78458 members 
Entering Unmasked Estep 
Score: -6144874.500000 Penalty: 5603.554688
	Iteration 67Q: 3 clusters Score -6144874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 78481 members 
Entering Unmasked Estep 
Score: -6144883.000000 Penalty: 5603.554688
	Iteration 68Q: 3 clusters Score -6144883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 78498 members 
Entering Unmasked Estep 
Score: -6144889.500000 Penalty: 5603.554688
	Iteration 69Q: 3 clusters Score -6144890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 78517 members 
Entering Unmasked Estep 
Score: -6144882.500000 Penalty: 5603.554688
	Iteration 70Q: 3 clusters Score -6144882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 78539 members 
Entering Unmasked Estep 
Score: -6144888.000000 Penalty: 5603.554688
	Iteration 71Q: 3 clusters Score -6144888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 78560 members 
Entering Unmasked Estep 
Score: -6144906.000000 Penalty: 5603.554688
	Iteration 72Q: 3 clusters Score -6144906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 78581 members 
Entering Unmasked Estep 
Score: -6144904.500000 Penalty: 5603.554688
	Iteration 73Q: 3 clusters Score -6144904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 78605 members 
Entering Unmasked Estep 
Score: -6144903.500000 Penalty: 5603.554688
	Iteration 74Q: 3 clusters Score -6144904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 78626 members 
Entering Unmasked Estep 
Score: -6144900.000000 Penalty: 5603.554688
	Iteration 75Q: 3 clusters Score -6144900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 78652 members 
Entering Unmasked Estep 
Score: -6144916.500000 Penalty: 5603.554688
	Iteration 76Q: 3 clusters Score -6144916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 78678 members 
Entering Unmasked Estep 
Score: -6144928.500000 Penalty: 5603.554688
	Iteration 77Q: 3 clusters Score -6144928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 78706 members 
Entering Unmasked Estep 
Score: -6144940.000000 Penalty: 5603.554688
	Iteration 78Q: 3 clusters Score -6144940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 78730 members 
Entering Unmasked Estep 
Score: -6144939.500000 Penalty: 5603.554688
	Iteration 79Q: 3 clusters Score -6144940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 78751 members 
Entering Unmasked Estep 
Score: -6144948.000000 Penalty: 5603.554688
	Iteration 80F: 3 clusters Score -6144948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 78782 members 
Entering Unmasked Estep 
Score: -6144964.000000 Penalty: 5603.554688
	Iteration 81Q: 3 clusters Score -6144964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 78806 members 
Entering Unmasked Estep 
Score: -6144972.500000 Penalty: 5603.554688
	Iteration 82Q: 3 clusters Score -6144972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 78830 members 
Entering Unmasked Estep 
Score: -6144965.500000 Penalty: 5603.554688
	Iteration 83Q: 3 clusters Score -6144966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 78853 members 
Entering Unmasked Estep 
Score: -6144987.000000 Penalty: 5603.554688
	Iteration 84Q: 3 clusters Score -6144987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 78871 members 
Entering Unmasked Estep 
Score: -6144990.000000 Penalty: 5603.554688
	Iteration 85Q: 3 clusters Score -6144990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 78897 members 
Entering Unmasked Estep 
Score: -6145007.000000 Penalty: 5603.554688
	Iteration 86Q: 3 clusters Score -6145007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 78914 members 
Entering Unmasked Estep 
Score: -6145022.500000 Penalty: 5603.554688
	Iteration 87Q: 3 clusters Score -6145022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 78928 members 
Entering Unmasked Estep 
Score: -6145036.500000 Penalty: 5603.554688
	Iteration 88Q: 3 clusters Score -6145036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 78945 members 
Entering Unmasked Estep 
Score: -6145034.500000 Penalty: 5603.554688
	Iteration 89Q: 3 clusters Score -6145034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 78962 members 
Entering Unmasked Estep 
Score: -6145036.000000 Penalty: 5603.554688
	Iteration 90Q: 3 clusters Score -6145036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 78977 members 
Entering Unmasked Estep 
Score: -6145039.500000 Penalty: 5603.554688
	Iteration 91Q: 3 clusters Score -6145040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 78989 members 
Entering Unmasked Estep 
Score: -6145041.000000 Penalty: 5603.554688
	Iteration 92Q: 3 clusters Score -6145041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 78998 members 
Entering Unmasked Estep 
Score: -6145045.000000 Penalty: 5603.554688
	Iteration 93Q: 3 clusters Score -6145045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 79009 members 
Entering Unmasked Estep 
Score: -6145063.500000 Penalty: 5603.554688
	Iteration 94Q: 3 clusters Score -6145064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 79011 members 
Entering Unmasked Estep 
Score: -6145056.500000 Penalty: 5603.554688
	Iteration 95Q: 3 clusters Score -6145056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 79013 members 
Entering Unmasked Estep 
Score: -6145058.500000 Penalty: 5603.554688
	Iteration 96Q: 3 clusters Score -6145058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 79015 members 
Entering Unmasked Estep 
Score: -6145064.000000 Penalty: 5603.554688
	Iteration 97Q: 3 clusters Score -6145064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 79016 members 
Entering Unmasked Estep 
Score: -6145066.500000 Penalty: 5603.554688
	Iteration 98Q: 3 clusters Score -6145066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 79016 members 
Entering Unmasked Estep 
Score: -6145066.500000 Penalty: 5603.554688
	Iteration 99F: 3 clusters Score -6145066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Entering Unmasked Estep 
Score: -1767972.500000 Penalty: 2497.312256
	Iteration 0F: 2 clusters Score -1767972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1751551.500000 Penalty: 4994.624512
	Iteration 0F: 3 clusters Score -1751552 nChanged 10345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1757066.375000 Penalty: 4994.624512
	Iteration 1F: 3 clusters Score -1757066 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1757583.625000 Penalty: 4994.624512
	Iteration 2F: 3 clusters Score -1757584 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1758078.250000 Penalty: 4994.624512
	Iteration 3F: 3 clusters Score -1758078 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1758584.750000 Penalty: 4994.624512
	Iteration 4Q: 3 clusters Score -1758585 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1759173.250000 Penalty: 4994.624512
	Iteration 5Q: 3 clusters Score -1759173 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1759816.750000 Penalty: 4994.624512
	Iteration 6F: 3 clusters Score -1759817 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1760552.000000 Penalty: 4994.624512
	Iteration 7F: 3 clusters Score -1760552 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1761315.500000 Penalty: 4994.624512
	Iteration 8F: 3 clusters Score -1761316 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1762069.750000 Penalty: 4994.624512
	Iteration 9F: 3 clusters Score -1762070 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -1762782.250000 Penalty: 4994.624512
	Iteration 10Q: 3 clusters Score -1762782 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -1763428.625000 Penalty: 4994.624512
	Iteration 11Q: 3 clusters Score -1763429 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -1763922.750000 Penalty: 4994.624512
	Iteration 12Q: 3 clusters Score -1763923 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -1764305.625000 Penalty: 4994.624512
	Iteration 13Q: 3 clusters Score -1764306 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -1764562.250000 Penalty: 4994.624512
	Iteration 14Q: 3 clusters Score -1764562 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -1764735.000000 Penalty: 4994.624512
	Iteration 15Q: 3 clusters Score -1764735 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -1764889.750000 Penalty: 4994.624512
	Iteration 16Q: 3 clusters Score -1764890 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -1765036.000000 Penalty: 4994.624512
	Iteration 17Q: 3 clusters Score -1765036 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -1765169.750000 Penalty: 4994.624512
	Iteration 18Q: 3 clusters Score -1765170 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -1765305.625000 Penalty: 4994.624512
	Iteration 19Q: 3 clusters Score -1765306 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -1765430.875000 Penalty: 4994.624512
	Iteration 20F: 3 clusters Score -1765431 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -1765550.750000 Penalty: 4994.624512
	Iteration 21Q: 3 clusters Score -1765551 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -1765646.125000 Penalty: 4994.624512
	Iteration 22Q: 3 clusters Score -1765646 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -1765730.250000 Penalty: 4994.624512
	Iteration 23Q: 3 clusters Score -1765730 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -1765805.750000 Penalty: 4994.624512
	Iteration 24Q: 3 clusters Score -1765806 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -1765870.125000 Penalty: 4994.624512
	Iteration 25Q: 3 clusters Score -1765870 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -1765918.625000 Penalty: 4994.624512
	Iteration 26Q: 3 clusters Score -1765919 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -1765966.750000 Penalty: 4994.624512
	Iteration 27Q: 3 clusters Score -1765967 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -1766002.625000 Penalty: 4994.624512
	Iteration 28Q: 3 clusters Score -1766003 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -1766029.625000 Penalty: 4994.624512
	Iteration 29Q: 3 clusters Score -1766030 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -1766053.125000 Penalty: 4994.624512
	Iteration 30Q: 3 clusters Score -1766053 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -1766074.125000 Penalty: 4994.624512
	Iteration 31Q: 3 clusters Score -1766074 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -1766097.125000 Penalty: 4994.624512
	Iteration 32Q: 3 clusters Score -1766097 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -1766116.875000 Penalty: 4994.624512
	Iteration 33Q: 3 clusters Score -1766117 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -1766141.375000 Penalty: 4994.624512
	Iteration 34Q: 3 clusters Score -1766141 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -1766161.000000 Penalty: 4994.624512
	Iteration 35Q: 3 clusters Score -1766161 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -1766182.500000 Penalty: 4994.624512
	Iteration 36Q: 3 clusters Score -1766182 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -1766203.000000 Penalty: 4994.624512
	Iteration 37Q: 3 clusters Score -1766203 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -1766231.000000 Penalty: 4994.624512
	Iteration 38Q: 3 clusters Score -1766231 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -1766262.000000 Penalty: 4994.624512
	Iteration 39Q: 3 clusters Score -1766262 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -1766284.500000 Penalty: 4994.624512
	Iteration 40F: 3 clusters Score -1766284 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -1766304.250000 Penalty: 4994.624512
	Iteration 41Q: 3 clusters Score -1766304 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -1766323.500000 Penalty: 4994.624512
	Iteration 42Q: 3 clusters Score -1766324 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -1766342.500000 Penalty: 4994.624512
	Iteration 43Q: 3 clusters Score -1766342 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -1766355.500000 Penalty: 4994.624512
	Iteration 44Q: 3 clusters Score -1766356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -1766367.625000 Penalty: 4994.624512
	Iteration 45Q: 3 clusters Score -1766368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -1766372.125000 Penalty: 4994.624512
	Iteration 46Q: 3 clusters Score -1766372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -1766383.875000 Penalty: 4994.624512
	Iteration 47Q: 3 clusters Score -1766384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -1766386.375000 Penalty: 4994.624512
	Iteration 48Q: 3 clusters Score -1766386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -1766392.250000 Penalty: 4994.624512
	Iteration 49Q: 3 clusters Score -1766392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -1766395.875000 Penalty: 4994.624512
	Iteration 50Q: 3 clusters Score -1766396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -1766402.125000 Penalty: 4994.624512
	Iteration 51Q: 3 clusters Score -1766402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -1766401.875000 Penalty: 4994.624512
	Iteration 52Q: 3 clusters Score -1766402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -1766406.125000 Penalty: 4994.624512
	Iteration 53Q: 3 clusters Score -1766406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -1766406.875000 Penalty: 4994.624512
	Iteration 54Q: 3 clusters Score -1766407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -1766409.250000 Penalty: 4994.624512
	Iteration 55Q: 3 clusters Score -1766409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -1766409.000000 Penalty: 4994.624512
	Iteration 56Q: 3 clusters Score -1766409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -1766412.625000 Penalty: 4994.624512
	Iteration 57Q: 3 clusters Score -1766413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -1766412.750000 Penalty: 4994.624512
	Iteration 58Q: 3 clusters Score -1766413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -1766414.125000 Penalty: 4994.624512
	Iteration 59Q: 3 clusters Score -1766414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -1766414.000000 Penalty: 4994.624512
	Iteration 60F: 3 clusters Score -1766414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -1766416.875000 Penalty: 4994.624512
	Iteration 61Q: 3 clusters Score -1766417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -1766414.875000 Penalty: 4994.624512
	Iteration 62Q: 3 clusters Score -1766415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -1766413.875000 Penalty: 4994.624512
	Iteration 63Q: 3 clusters Score -1766414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -1766414.625000 Penalty: 4994.624512
	Iteration 64Q: 3 clusters Score -1766415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -1766413.875000 Penalty: 4994.624512
	Iteration 65Q: 3 clusters Score -1766414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -1766416.625000 Penalty: 4994.624512
	Iteration 66Q: 3 clusters Score -1766417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -1766415.875000 Penalty: 4994.624512
	Iteration 67Q: 3 clusters Score -1766416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -1766414.875000 Penalty: 4994.624512
	Iteration 68Q: 3 clusters Score -1766415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -1766416.250000 Penalty: 4994.624512
	Iteration 69Q: 3 clusters Score -1766416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -1766417.375000 Penalty: 4994.624512
	Iteration 70Q: 3 clusters Score -1766417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -1766420.875000 Penalty: 4994.624512
	Iteration 71Q: 3 clusters Score -1766421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -1766425.750000 Penalty: 4994.624512
	Iteration 72Q: 3 clusters Score -1766426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -1766430.500000 Penalty: 4994.624512
	Iteration 73Q: 3 clusters Score -1766430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -1766427.875000 Penalty: 4994.624512
	Iteration 74Q: 3 clusters Score -1766428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -1766433.125000 Penalty: 4994.624512
	Iteration 75Q: 3 clusters Score -1766433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -1766434.625000 Penalty: 4994.624512
	Iteration 76Q: 3 clusters Score -1766435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -1766439.125000 Penalty: 4994.624512
	Iteration 77Q: 3 clusters Score -1766439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -1766442.625000 Penalty: 4994.624512
	Iteration 78Q: 3 clusters Score -1766443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -1766446.250000 Penalty: 4994.624512
	Iteration 79Q: 3 clusters Score -1766446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -1766446.875000 Penalty: 4994.624512
	Iteration 80F: 3 clusters Score -1766447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -1766451.750000 Penalty: 4994.624512
	Iteration 81Q: 3 clusters Score -1766452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -1766449.500000 Penalty: 4994.624512
	Iteration 82Q: 3 clusters Score -1766450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -1766451.000000 Penalty: 4994.624512
	Iteration 83Q: 3 clusters Score -1766451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -1766453.750000 Penalty: 4994.624512
	Iteration 84Q: 3 clusters Score -1766454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -1766455.250000 Penalty: 4994.624512
	Iteration 85Q: 3 clusters Score -1766455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -1766452.500000 Penalty: 4994.624512
	Iteration 86Q: 3 clusters Score -1766452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -1766456.625000 Penalty: 4994.624512
	Iteration 87Q: 3 clusters Score -1766457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -1766455.000000 Penalty: 4994.624512
	Iteration 88Q: 3 clusters Score -1766455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -1766459.875000 Penalty: 4994.624512
	Iteration 89Q: 3 clusters Score -1766460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -1766461.500000 Penalty: 4994.624512
	Iteration 90Q: 3 clusters Score -1766462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -1766464.625000 Penalty: 4994.624512
	Iteration 91Q: 3 clusters Score -1766465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -1766469.875000 Penalty: 4994.624512
	Iteration 92Q: 3 clusters Score -1766470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -1766478.000000 Penalty: 4994.624512
	Iteration 93Q: 3 clusters Score -1766478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -1766483.375000 Penalty: 4994.624512
	Iteration 94Q: 3 clusters Score -1766483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -1766487.250000 Penalty: 4994.624512
	Iteration 95Q: 3 clusters Score -1766487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -1766489.625000 Penalty: 4994.624512
	Iteration 96Q: 3 clusters Score -1766490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -1766491.875000 Penalty: 4994.624512
	Iteration 97Q: 3 clusters Score -1766492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -1766490.375000 Penalty: 4994.624512
	Iteration 98Q: 3 clusters Score -1766490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -1766489.250000 Penalty: 4994.624512
	Iteration 99Q: 3 clusters Score -1766489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -1766489.500000 Penalty: 4994.624512
	Iteration 100F: 3 clusters Score -1766490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -1766496.250000 Penalty: 4994.624512
	Iteration 101Q: 3 clusters Score -1766496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -1766494.375000 Penalty: 4994.624512
	Iteration 102Q: 3 clusters Score -1766494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -1766492.750000 Penalty: 4994.624512
	Iteration 103Q: 3 clusters Score -1766493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -1766492.750000 Penalty: 4994.624512
	Iteration 104F: 3 clusters Score -1766493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Entering Unmasked Estep 
Score: -760143.750000 Penalty: 2295.365234
	Iteration 0F: 2 clusters Score -760143.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -752262.250000 Penalty: 4590.730469
	Iteration 0F: 3 clusters Score -752262.2 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -754609.875000 Penalty: 4590.730469
	Iteration 1F: 3 clusters Score -754609.9 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -755030.562500 Penalty: 4590.730469
	Iteration 2F: 3 clusters Score -755030.6 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -755386.625000 Penalty: 4590.730469
	Iteration 3F: 3 clusters Score -755386.6 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -755732.875000 Penalty: 4590.730469
	Iteration 4F: 3 clusters Score -755732.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -756108.875000 Penalty: 4590.730469
	Iteration 5F: 3 clusters Score -756108.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -756470.875000 Penalty: 4590.730469
	Iteration 6F: 3 clusters Score -756470.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -756782.750000 Penalty: 4590.730469
	Iteration 7Q: 3 clusters Score -756782.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -757058.687500 Penalty: 4590.730469
	Iteration 8Q: 3 clusters Score -757058.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -757297.187500 Penalty: 4590.730469
	Iteration 9Q: 3 clusters Score -757297.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -757490.125000 Penalty: 4590.730469
	Iteration 10Q: 3 clusters Score -757490.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -757626.062500 Penalty: 4590.730469
	Iteration 11Q: 3 clusters Score -757626.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -757723.375000 Penalty: 4590.730469
	Iteration 12Q: 3 clusters Score -757723.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -757787.437500 Penalty: 4590.730469
	Iteration 13Q: 3 clusters Score -757787.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -757849.375000 Penalty: 4590.730469
	Iteration 14Q: 3 clusters Score -757849.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -757906.500000 Penalty: 4590.730469
	Iteration 15Q: 3 clusters Score -757906.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -757951.125000 Penalty: 4590.730469
	Iteration 16Q: 3 clusters Score -757951.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -757992.937500 Penalty: 4590.730469
	Iteration 17Q: 3 clusters Score -757992.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -758022.000000 Penalty: 4590.730469
	Iteration 18Q: 3 clusters Score -758022 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -758041.250000 Penalty: 4590.730469
	Iteration 19Q: 3 clusters Score -758041.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -758057.937500 Penalty: 4590.730469
	Iteration 20F: 3 clusters Score -758057.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -758070.000000 Penalty: 4590.730469
	Iteration 21Q: 3 clusters Score -758070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -758081.187500 Penalty: 4590.730469
	Iteration 22Q: 3 clusters Score -758081.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -758091.625000 Penalty: 4590.730469
	Iteration 23Q: 3 clusters Score -758091.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -758109.750000 Penalty: 4590.730469
	Iteration 24Q: 3 clusters Score -758109.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -758123.562500 Penalty: 4590.730469
	Iteration 25Q: 3 clusters Score -758123.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -758138.312500 Penalty: 4590.730469
	Iteration 26Q: 3 clusters Score -758138.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -758160.687500 Penalty: 4590.730469
	Iteration 27Q: 3 clusters Score -758160.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -758185.125000 Penalty: 4590.730469
	Iteration 28Q: 3 clusters Score -758185.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -758216.375000 Penalty: 4590.730469
	Iteration 29Q: 3 clusters Score -758216.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -758227.125000 Penalty: 4590.730469
	Iteration 30Q: 3 clusters Score -758227.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -758237.687500 Penalty: 4590.730469
	Iteration 31Q: 3 clusters Score -758237.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -758249.687500 Penalty: 4590.730469
	Iteration 32Q: 3 clusters Score -758249.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -758249.312500 Penalty: 4590.730469
	Iteration 33Q: 3 clusters Score -758249.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -758251.625000 Penalty: 4590.730469
	Iteration 34Q: 3 clusters Score -758251.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -758254.062500 Penalty: 4590.730469
	Iteration 35Q: 3 clusters Score -758254.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -758256.125000 Penalty: 4590.730469
	Iteration 36Q: 3 clusters Score -758256.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -758258.812500 Penalty: 4590.730469
	Iteration 37Q: 3 clusters Score -758258.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -758259.750000 Penalty: 4590.730469
	Iteration 38Q: 3 clusters Score -758259.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -758262.562500 Penalty: 4590.730469
	Iteration 39Q: 3 clusters Score -758262.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -758265.625000 Penalty: 4590.730469
	Iteration 40F: 3 clusters Score -758265.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -758269.625000 Penalty: 4590.730469
	Iteration 41Q: 3 clusters Score -758269.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -758269.250000 Penalty: 4590.730469
	Iteration 42Q: 3 clusters Score -758269.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -758272.062500 Penalty: 4590.730469
	Iteration 43Q: 3 clusters Score -758272.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -758278.250000 Penalty: 4590.730469
	Iteration 44Q: 3 clusters Score -758278.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -758277.875000 Penalty: 4590.730469
	Iteration 45Q: 3 clusters Score -758277.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -758277.625000 Penalty: 4590.730469
	Iteration 46Q: 3 clusters Score -758277.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -758277.625000 Penalty: 4590.730469
	Iteration 47F: 3 clusters Score -758277.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Entering Unmasked Estep 
Score: -132401.500000 Penalty: 1937.469849
	Iteration 0F: 2 clusters Score -132401.5 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 1198 members 
Entering Unmasked Estep 
Score: -129537.242188 Penalty: 3874.939697
	Iteration 0F: 3 clusters Score -129537.2 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -130246.296875 Penalty: 3874.939697
	Iteration 1F: 3 clusters Score -130246.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -130571.609375 Penalty: 3874.939697
	Iteration 2F: 3 clusters Score -130571.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -130867.890625 Penalty: 3874.939697
	Iteration 3F: 3 clusters Score -130867.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -131169.734375 Penalty: 3874.939697
	Iteration 4F: 3 clusters Score -131169.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -131440.171875 Penalty: 3874.939697
	Iteration 5F: 3 clusters Score -131440.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -131653.421875 Penalty: 3874.939697
	Iteration 6F: 3 clusters Score -131653.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -131823.031250 Penalty: 3874.939697
	Iteration 7Q: 3 clusters Score -131823 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -131939.640625 Penalty: 3874.939697
	Iteration 8Q: 3 clusters Score -131939.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -132001.875000 Penalty: 3874.939697
	Iteration 9Q: 3 clusters Score -132001.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -132028.968750 Penalty: 3874.939697
	Iteration 10Q: 3 clusters Score -132029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -132053.109375 Penalty: 3874.939697
	Iteration 11Q: 3 clusters Score -132053.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -132072.812500 Penalty: 3874.939697
	Iteration 12Q: 3 clusters Score -132072.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -132084.359375 Penalty: 3874.939697
	Iteration 13Q: 3 clusters Score -132084.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -132094.703125 Penalty: 3874.939697
	Iteration 14Q: 3 clusters Score -132094.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -132100.093750 Penalty: 3874.939697
	Iteration 15Q: 3 clusters Score -132100.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -132105.750000 Penalty: 3874.939697
	Iteration 16Q: 3 clusters Score -132105.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -132108.796875 Penalty: 3874.939697
	Iteration 17Q: 3 clusters Score -132108.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -132113.968750 Penalty: 3874.939697
	Iteration 18Q: 3 clusters Score -132114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -132118.718750 Penalty: 3874.939697
	Iteration 19Q: 3 clusters Score -132118.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -132121.000000 Penalty: 3874.939697
	Iteration 20F: 3 clusters Score -132121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -132122.718750 Penalty: 3874.939697
	Iteration 21Q: 3 clusters Score -132122.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -132122.718750 Penalty: 3874.939697
	Iteration 22F: 3 clusters Score -132122.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Entering Unmasked Estep 
Score: -3418746.250000 Penalty: 2659.343018
	Iteration 0F: 2 clusters Score -3418746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -3388010.750000 Penalty: 5318.686035
	Iteration 0F: 3 clusters Score -3388011 nChanged 20902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -3400318.500000 Penalty: 5318.686035
	Iteration 1F: 3 clusters Score -3400318 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -3401350.750000 Penalty: 5318.686035
	Iteration 2F: 3 clusters Score -3401351 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -3402399.500000 Penalty: 5318.686035
	Iteration 3F: 3 clusters Score -3402400 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -3403555.750000 Penalty: 5318.686035
	Iteration 4F: 3 clusters Score -3403556 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -3404890.250000 Penalty: 5318.686035
	Iteration 5F: 3 clusters Score -3404890 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -3406500.250000 Penalty: 5318.686035
	Iteration 6F: 3 clusters Score -3406500 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -3408486.500000 Penalty: 5318.686035
	Iteration 7F: 3 clusters Score -3408486 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -3410561.250000 Penalty: 5318.686035
	Iteration 8F: 3 clusters Score -3410561 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -3412014.000000 Penalty: 5318.686035
	Iteration 9Q: 3 clusters Score -3412014 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -3412778.750000 Penalty: 5318.686035
	Iteration 10Q: 3 clusters Score -3412779 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -3413234.750000 Penalty: 5318.686035
	Iteration 11Q: 3 clusters Score -3413235 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -3413630.500000 Penalty: 5318.686035
	Iteration 12Q: 3 clusters Score -3413630 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -3413950.250000 Penalty: 5318.686035
	Iteration 13Q: 3 clusters Score -3413950 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -3414285.000000 Penalty: 5318.686035
	Iteration 14Q: 3 clusters Score -3414285 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -3414650.000000 Penalty: 5318.686035
	Iteration 15Q: 3 clusters Score -3414650 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -3414998.500000 Penalty: 5318.686035
	Iteration 16Q: 3 clusters Score -3414998 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -3415357.250000 Penalty: 5318.686035
	Iteration 17Q: 3 clusters Score -3415357 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -3415732.250000 Penalty: 5318.686035
	Iteration 18Q: 3 clusters Score -3415732 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -3416041.000000 Penalty: 5318.686035
	Iteration 19Q: 3 clusters Score -3416041 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -3416267.750000 Penalty: 5318.686035
	Iteration 20F: 3 clusters Score -3416268 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -3416403.250000 Penalty: 5318.686035
	Iteration 21Q: 3 clusters Score -3416403 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -3416548.500000 Penalty: 5318.686035
	Iteration 22Q: 3 clusters Score -3416548 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -3416625.000000 Penalty: 5318.686035
	Iteration 23Q: 3 clusters Score -3416625 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -3416682.250000 Penalty: 5318.686035
	Iteration 24Q: 3 clusters Score -3416682 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -3416741.500000 Penalty: 5318.686035
	Iteration 25Q: 3 clusters Score -3416742 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -3416780.250000 Penalty: 5318.686035
	Iteration 26Q: 3 clusters Score -3416780 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -3416828.250000 Penalty: 5318.686035
	Iteration 27Q: 3 clusters Score -3416828 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -3416852.500000 Penalty: 5318.686035
	Iteration 28Q: 3 clusters Score -3416852 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -3416878.250000 Penalty: 5318.686035
	Iteration 29Q: 3 clusters Score -3416878 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -3416898.500000 Penalty: 5318.686035
	Iteration 30Q: 3 clusters Score -3416898 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -3416913.000000 Penalty: 5318.686035
	Iteration 31Q: 3 clusters Score -3416913 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -3416922.500000 Penalty: 5318.686035
	Iteration 32Q: 3 clusters Score -3416922 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -3416927.750000 Penalty: 5318.686035
	Iteration 33Q: 3 clusters Score -3416928 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -3416952.250000 Penalty: 5318.686035
	Iteration 34Q: 3 clusters Score -3416952 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -3416967.250000 Penalty: 5318.686035
	Iteration 35Q: 3 clusters Score -3416967 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -3416972.750000 Penalty: 5318.686035
	Iteration 36Q: 3 clusters Score -3416973 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -3416989.250000 Penalty: 5318.686035
	Iteration 37Q: 3 clusters Score -3416989 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -3416988.250000 Penalty: 5318.686035
	Iteration 38Q: 3 clusters Score -3416988 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -3416999.000000 Penalty: 5318.686035
	Iteration 39Q: 3 clusters Score -3416999 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -3417006.750000 Penalty: 5318.686035
	Iteration 40F: 3 clusters Score -3417007 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -3417028.750000 Penalty: 5318.686035
	Iteration 41Q: 3 clusters Score -3417029 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -3417035.000000 Penalty: 5318.686035
	Iteration 42Q: 3 clusters Score -3417035 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -3417037.750000 Penalty: 5318.686035
	Iteration 43Q: 3 clusters Score -3417038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -3417054.500000 Penalty: 5318.686035
	Iteration 44Q: 3 clusters Score -3417054 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -3417072.750000 Penalty: 5318.686035
	Iteration 45Q: 3 clusters Score -3417073 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -3417078.000000 Penalty: 5318.686035
	Iteration 46Q: 3 clusters Score -3417078 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -3417086.750000 Penalty: 5318.686035
	Iteration 47Q: 3 clusters Score -3417087 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -3417096.000000 Penalty: 5318.686035
	Iteration 48Q: 3 clusters Score -3417096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -3417110.250000 Penalty: 5318.686035
	Iteration 49Q: 3 clusters Score -3417110 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -3417112.500000 Penalty: 5318.686035
	Iteration 50Q: 3 clusters Score -3417112 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -3417120.000000 Penalty: 5318.686035
	Iteration 51Q: 3 clusters Score -3417120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -3417123.000000 Penalty: 5318.686035
	Iteration 52Q: 3 clusters Score -3417123 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -3417131.000000 Penalty: 5318.686035
	Iteration 53Q: 3 clusters Score -3417131 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -3417132.500000 Penalty: 5318.686035
	Iteration 54Q: 3 clusters Score -3417132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -3417141.750000 Penalty: 5318.686035
	Iteration 55Q: 3 clusters Score -3417142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -3417149.250000 Penalty: 5318.686035
	Iteration 56Q: 3 clusters Score -3417149 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -3417151.250000 Penalty: 5318.686035
	Iteration 57Q: 3 clusters Score -3417151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -3417155.500000 Penalty: 5318.686035
	Iteration 58Q: 3 clusters Score -3417156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -3417153.750000 Penalty: 5318.686035
	Iteration 59Q: 3 clusters Score -3417154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -3417153.750000 Penalty: 5318.686035
	Iteration 60F: 3 clusters Score -3417154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -3417155.000000 Penalty: 5318.686035
	Iteration 61Q: 3 clusters Score -3417155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -3417156.000000 Penalty: 5318.686035
	Iteration 62Q: 3 clusters Score -3417156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -3417170.000000 Penalty: 5318.686035
	Iteration 63Q: 3 clusters Score -3417170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -3417169.000000 Penalty: 5318.686035
	Iteration 64Q: 3 clusters Score -3417169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -3417164.250000 Penalty: 5318.686035
	Iteration 65Q: 3 clusters Score -3417164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -3417162.750000 Penalty: 5318.686035
	Iteration 66Q: 3 clusters Score -3417163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -3417174.000000 Penalty: 5318.686035
	Iteration 67Q: 3 clusters Score -3417174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -3417177.750000 Penalty: 5318.686035
	Iteration 68Q: 3 clusters Score -3417178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -3417180.250000 Penalty: 5318.686035
	Iteration 69Q: 3 clusters Score -3417180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -3417173.750000 Penalty: 5318.686035
	Iteration 70Q: 3 clusters Score -3417174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -3417172.750000 Penalty: 5318.686035
	Iteration 71Q: 3 clusters Score -3417173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -3417179.750000 Penalty: 5318.686035
	Iteration 72Q: 3 clusters Score -3417180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -3417180.750000 Penalty: 5318.686035
	Iteration 73Q: 3 clusters Score -3417181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -3417176.500000 Penalty: 5318.686035
	Iteration 74Q: 3 clusters Score -3417176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -3417186.250000 Penalty: 5318.686035
	Iteration 75Q: 3 clusters Score -3417186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -3417184.500000 Penalty: 5318.686035
	Iteration 76Q: 3 clusters Score -3417184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -3417188.500000 Penalty: 5318.686035
	Iteration 77Q: 3 clusters Score -3417188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -3417186.250000 Penalty: 5318.686035
	Iteration 78Q: 3 clusters Score -3417186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -3417192.250000 Penalty: 5318.686035
	Iteration 79Q: 3 clusters Score -3417192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -3417188.750000 Penalty: 5318.686035
	Iteration 80F: 3 clusters Score -3417189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -3417190.250000 Penalty: 5318.686035
	Iteration 81Q: 3 clusters Score -3417190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -3417189.750000 Penalty: 5318.686035
	Iteration 82Q: 3 clusters Score -3417190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -3417185.750000 Penalty: 5318.686035
	Iteration 83Q: 3 clusters Score -3417186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -3417189.750000 Penalty: 5318.686035
	Iteration 84Q: 3 clusters Score -3417190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -3417193.500000 Penalty: 5318.686035
	Iteration 85Q: 3 clusters Score -3417194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -3417189.750000 Penalty: 5318.686035
	Iteration 86Q: 3 clusters Score -3417190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -3417188.000000 Penalty: 5318.686035
	Iteration 87Q: 3 clusters Score -3417188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -3417187.250000 Penalty: 5318.686035
	Iteration 88Q: 3 clusters Score -3417187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -3417188.250000 Penalty: 5318.686035
	Iteration 89Q: 3 clusters Score -3417188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -3417190.500000 Penalty: 5318.686035
	Iteration 90Q: 3 clusters Score -3417190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -3417197.750000 Penalty: 5318.686035
	Iteration 91Q: 3 clusters Score -3417198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -3417195.500000 Penalty: 5318.686035
	Iteration 92Q: 3 clusters Score -3417196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -3417198.750000 Penalty: 5318.686035
	Iteration 93Q: 3 clusters Score -3417199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -3417198.750000 Penalty: 5318.686035
	Iteration 94Q: 3 clusters Score -3417199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -3417204.250000 Penalty: 5318.686035
	Iteration 95Q: 3 clusters Score -3417204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -3417201.250000 Penalty: 5318.686035
	Iteration 96Q: 3 clusters Score -3417201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -3417201.750000 Penalty: 5318.686035
	Iteration 97Q: 3 clusters Score -3417202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -3417201.500000 Penalty: 5318.686035
	Iteration 98Q: 3 clusters Score -3417202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -3417201.500000 Penalty: 5318.686035
	Iteration 99F: 3 clusters Score -3417202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Entering Unmasked Estep 
Score: -221125.203125 Penalty: 1996.969604
	Iteration 0F: 2 clusters Score -221125.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -217852.468750 Penalty: 3993.939209
	Iteration 0F: 3 clusters Score -217852.5 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -218524.781250 Penalty: 3993.939209
	Iteration 1F: 3 clusters Score -218524.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -218676.125000 Penalty: 3993.939209
	Iteration 2F: 3 clusters Score -218676.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -218755.500000 Penalty: 3993.939209
	Iteration 3Q: 3 clusters Score -218755.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -218809.921875 Penalty: 3993.939209
	Iteration 4Q: 3 clusters Score -218809.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -218847.046875 Penalty: 3993.939209
	Iteration 5Q: 3 clusters Score -218847 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -218874.359375 Penalty: 3993.939209
	Iteration 6Q: 3 clusters Score -218874.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -218902.234375 Penalty: 3993.939209
	Iteration 7Q: 3 clusters Score -218902.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -218925.375000 Penalty: 3993.939209
	Iteration 8Q: 3 clusters Score -218925.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -218941.796875 Penalty: 3993.939209
	Iteration 9Q: 3 clusters Score -218941.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -218954.375000 Penalty: 3993.939209
	Iteration 10Q: 3 clusters Score -218954.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -218966.375000 Penalty: 3993.939209
	Iteration 11Q: 3 clusters Score -218966.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -218986.062500 Penalty: 3993.939209
	Iteration 12Q: 3 clusters Score -218986.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -219003.390625 Penalty: 3993.939209
	Iteration 13Q: 3 clusters Score -219003.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -219016.625000 Penalty: 3993.939209
	Iteration 14Q: 3 clusters Score -219016.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -219029.343750 Penalty: 3993.939209
	Iteration 15Q: 3 clusters Score -219029.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -219036.343750 Penalty: 3993.939209
	Iteration 16Q: 3 clusters Score -219036.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -219042.828125 Penalty: 3993.939209
	Iteration 17Q: 3 clusters Score -219042.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -219048.406250 Penalty: 3993.939209
	Iteration 18Q: 3 clusters Score -219048.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -219056.765625 Penalty: 3993.939209
	Iteration 19Q: 3 clusters Score -219056.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -219065.875000 Penalty: 3993.939209
	Iteration 20F: 3 clusters Score -219065.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -219082.265625 Penalty: 3993.939209
	Iteration 21Q: 3 clusters Score -219082.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -219099.546875 Penalty: 3993.939209
	Iteration 22Q: 3 clusters Score -219099.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -219125.093750 Penalty: 3993.939209
	Iteration 23Q: 3 clusters Score -219125.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -219158.000000 Penalty: 3993.939209
	Iteration 24Q: 3 clusters Score -219158 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -219211.312500 Penalty: 3993.939209
	Iteration 25Q: 3 clusters Score -219211.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -219271.078125 Penalty: 3993.939209
	Iteration 26Q: 3 clusters Score -219271.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -219337.187500 Penalty: 3993.939209
	Iteration 27Q: 3 clusters Score -219337.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -219413.312500 Penalty: 3993.939209
	Iteration 28Q: 3 clusters Score -219413.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -219477.796875 Penalty: 3993.939209
	Iteration 29Q: 3 clusters Score -219477.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -219524.218750 Penalty: 3993.939209
	Iteration 30Q: 3 clusters Score -219524.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -219553.078125 Penalty: 3993.939209
	Iteration 31Q: 3 clusters Score -219553.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -219569.828125 Penalty: 3993.939209
	Iteration 32Q: 3 clusters Score -219569.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -219580.968750 Penalty: 3993.939209
	Iteration 33Q: 3 clusters Score -219581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -219588.265625 Penalty: 3993.939209
	Iteration 34Q: 3 clusters Score -219588.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -219592.765625 Penalty: 3993.939209
	Iteration 35Q: 3 clusters Score -219592.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -219597.906250 Penalty: 3993.939209
	Iteration 36Q: 3 clusters Score -219597.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -219600.671875 Penalty: 3993.939209
	Iteration 37Q: 3 clusters Score -219600.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -219602.046875 Penalty: 3993.939209
	Iteration 38Q: 3 clusters Score -219602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -219603.031250 Penalty: 3993.939209
	Iteration 39Q: 3 clusters Score -219603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -219604.703125 Penalty: 3993.939209
	Iteration 40F: 3 clusters Score -219604.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -219606.750000 Penalty: 3993.939209
	Iteration 41Q: 3 clusters Score -219606.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -219611.937500 Penalty: 3993.939209
	Iteration 42Q: 3 clusters Score -219611.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -219614.734375 Penalty: 3993.939209
	Iteration 43Q: 3 clusters Score -219614.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -219615.296875 Penalty: 3993.939209
	Iteration 44Q: 3 clusters Score -219615.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -219617.312500 Penalty: 3993.939209
	Iteration 45Q: 3 clusters Score -219617.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -219619.984375 Penalty: 3993.939209
	Iteration 46Q: 3 clusters Score -219620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -219623.921875 Penalty: 3993.939209
	Iteration 47Q: 3 clusters Score -219623.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -219629.015625 Penalty: 3993.939209
	Iteration 48Q: 3 clusters Score -219629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -219634.609375 Penalty: 3993.939209
	Iteration 49Q: 3 clusters Score -219634.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -219637.031250 Penalty: 3993.939209
	Iteration 50Q: 3 clusters Score -219637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -219637.843750 Penalty: 3993.939209
	Iteration 51Q: 3 clusters Score -219637.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -219638.687500 Penalty: 3993.939209
	Iteration 52Q: 3 clusters Score -219638.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -219639.500000 Penalty: 3993.939209
	Iteration 53Q: 3 clusters Score -219639.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -219639.484375 Penalty: 3993.939209
	Iteration 54Q: 3 clusters Score -219639.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -219639.718750 Penalty: 3993.939209
	Iteration 55Q: 3 clusters Score -219639.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -219640.937500 Penalty: 3993.939209
	Iteration 56Q: 3 clusters Score -219640.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -219643.125000 Penalty: 3993.939209
	Iteration 57Q: 3 clusters Score -219643.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -219643.421875 Penalty: 3993.939209
	Iteration 58Q: 3 clusters Score -219643.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -219643.421875 Penalty: 3993.939209
	Iteration 59F: 3 clusters Score -219643.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Entering Unmasked Estep 
Score: -484159.312500 Penalty: 2179.760010
	Iteration 0F: 2 clusters Score -484159.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -478651.437500 Penalty: 4359.520020
	Iteration 0F: 3 clusters Score -478651.4 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -480129.937500 Penalty: 4359.520020
	Iteration 1F: 3 clusters Score -480129.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -480598.281250 Penalty: 4359.520020
	Iteration 2F: 3 clusters Score -480598.3 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -481051.312500 Penalty: 4359.520020
	Iteration 3F: 3 clusters Score -481051.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -481545.375000 Penalty: 4359.520020
	Iteration 4F: 3 clusters Score -481545.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -482027.937500 Penalty: 4359.520020
	Iteration 5F: 3 clusters Score -482027.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -482427.062500 Penalty: 4359.520020
	Iteration 6F: 3 clusters Score -482427.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -482704.812500 Penalty: 4359.520020
	Iteration 7Q: 3 clusters Score -482704.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -482919.062500 Penalty: 4359.520020
	Iteration 8Q: 3 clusters Score -482919.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -483053.562500 Penalty: 4359.520020
	Iteration 9Q: 3 clusters Score -483053.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -483187.250000 Penalty: 4359.520020
	Iteration 10Q: 3 clusters Score -483187.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -483303.468750 Penalty: 4359.520020
	Iteration 11Q: 3 clusters Score -483303.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -483392.250000 Penalty: 4359.520020
	Iteration 12Q: 3 clusters Score -483392.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -483446.812500 Penalty: 4359.520020
	Iteration 13Q: 3 clusters Score -483446.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -483470.562500 Penalty: 4359.520020
	Iteration 14Q: 3 clusters Score -483470.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -483480.156250 Penalty: 4359.520020
	Iteration 15Q: 3 clusters Score -483480.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -483483.375000 Penalty: 4359.520020
	Iteration 16Q: 3 clusters Score -483483.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -483492.406250 Penalty: 4359.520020
	Iteration 17Q: 3 clusters Score -483492.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -483503.468750 Penalty: 4359.520020
	Iteration 18Q: 3 clusters Score -483503.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -483510.156250 Penalty: 4359.520020
	Iteration 19Q: 3 clusters Score -483510.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -483514.343750 Penalty: 4359.520020
	Iteration 20F: 3 clusters Score -483514.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -483518.437500 Penalty: 4359.520020
	Iteration 21Q: 3 clusters Score -483518.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -483521.531250 Penalty: 4359.520020
	Iteration 22Q: 3 clusters Score -483521.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -483522.625000 Penalty: 4359.520020
	Iteration 23Q: 3 clusters Score -483522.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -483523.437500 Penalty: 4359.520020
	Iteration 24Q: 3 clusters Score -483523.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -483525.250000 Penalty: 4359.520020
	Iteration 25Q: 3 clusters Score -483525.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -483526.500000 Penalty: 4359.520020
	Iteration 26Q: 3 clusters Score -483526.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -483528.125000 Penalty: 4359.520020
	Iteration 27Q: 3 clusters Score -483528.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -483529.468750 Penalty: 4359.520020
	Iteration 28Q: 3 clusters Score -483529.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -483529.812500 Penalty: 4359.520020
	Iteration 29Q: 3 clusters Score -483529.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -483529.906250 Penalty: 4359.520020
	Iteration 30Q: 3 clusters Score -483529.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -483530.906250 Penalty: 4359.520020
	Iteration 31Q: 3 clusters Score -483530.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -483530.906250 Penalty: 4359.520020
	Iteration 32F: 3 clusters Score -483530.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (207227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207227 members 
Entering Unmasked Estep 
Score: -15499412.000000 Penalty: 3035.909424
	Iteration 0F: 2 clusters Score -1.549941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104021 members 
Mstep: Class 2 contains 103206 members 
Entering Unmasked Estep 
Score: -15360791.000000 Penalty: 6071.818848
	Iteration 0F: 3 clusters Score -1.536079e+07 nChanged 99453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112894 members 
Mstep: Class 2 contains 94333 members 
Entering Unmasked Estep 
Score: -15420890.000000 Penalty: 6071.818848
	Iteration 1F: 3 clusters Score -1.542089e+07 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119263 members 
Mstep: Class 2 contains 87964 members 
Entering Unmasked Estep 
Score: -15424369.000000 Penalty: 6071.818848
	Iteration 2Q: 3 clusters Score -1.542437e+07 nChanged 12076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128927 members 
Mstep: Class 2 contains 78300 members 
Entering Unmasked Estep 
Score: -15430605.000000 Penalty: 6071.818848
	Iteration 3F: 3 clusters Score -1.54306e+07 nChanged 15275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142048 members 
Mstep: Class 2 contains 65179 members 
Entering Unmasked Estep 
Score: -15441127.000000 Penalty: 6071.818848
	Iteration 4F: 3 clusters Score -1.544113e+07 nChanged 16887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157241 members 
Mstep: Class 2 contains 49986 members 
Entering Unmasked Estep 
Score: -15454295.000000 Penalty: 6071.818848
	Iteration 5F: 3 clusters Score -1.54543e+07 nChanged 15623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171830 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -15467046.000000 Penalty: 6071.818848
	Iteration 6F: 3 clusters Score -1.546705e+07 nChanged 12558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184072 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -15477331.000000 Penalty: 6071.818848
	Iteration 7F: 3 clusters Score -1.547733e+07 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193511 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -15485647.000000 Penalty: 6071.818848
	Iteration 8Q: 3 clusters Score -1.548565e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199895 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -15491275.000000 Penalty: 6071.818848
	Iteration 9Q: 3 clusters Score -1.549128e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203471 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -15494322.000000 Penalty: 6071.818848
	Iteration 10Q: 3 clusters Score -1.549432e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205195 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -15495636.000000 Penalty: 6071.818848
	Iteration 11Q: 3 clusters Score -1.549564e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205947 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -15496216.000000 Penalty: 6071.818848
	Iteration 12Q: 3 clusters Score -1.549622e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206250 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -15496504.000000 Penalty: 6071.818848
	Iteration 13Q: 3 clusters Score -1.54965e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206403 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -15496668.000000 Penalty: 6071.818848
	Iteration 14Q: 3 clusters Score -1.549667e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206468 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -15496798.000000 Penalty: 6071.818848
	Iteration 15Q: 3 clusters Score -1.54968e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206499 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -15496844.000000 Penalty: 6071.818848
	Iteration 16Q: 3 clusters Score -1.549684e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206533 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -15496914.000000 Penalty: 6071.818848
	Iteration 17Q: 3 clusters Score -1.549691e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206552 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -15496948.000000 Penalty: 6071.818848
	Iteration 18Q: 3 clusters Score -1.549695e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206563 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -15496969.000000 Penalty: 6071.818848
	Iteration 19Q: 3 clusters Score -1.549697e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206570 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -15496987.000000 Penalty: 6071.818848
	Iteration 20F: 3 clusters Score -1.549699e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206577 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -15497029.000000 Penalty: 6071.818848
	Iteration 21Q: 3 clusters Score -1.549703e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206581 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -15497015.000000 Penalty: 6071.818848
	Iteration 22Q: 3 clusters Score -1.549702e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206593 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -15497025.000000 Penalty: 6071.818848
	Iteration 23Q: 3 clusters Score -1.549702e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206585 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -15497039.000000 Penalty: 6071.818848
	Iteration 24Q: 3 clusters Score -1.549704e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206582 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -15497054.000000 Penalty: 6071.818848
	Iteration 25Q: 3 clusters Score -1.549705e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206581 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -15497062.000000 Penalty: 6071.818848
	Iteration 26Q: 3 clusters Score -1.549706e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206579 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -15497072.000000 Penalty: 6071.818848
	Iteration 27Q: 3 clusters Score -1.549707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206580 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -15497071.000000 Penalty: 6071.818848
	Iteration 28Q: 3 clusters Score -1.549707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206578 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -15497069.000000 Penalty: 6071.818848
	Iteration 29Q: 3 clusters Score -1.549707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206579 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -15497078.000000 Penalty: 6071.818848
	Iteration 30Q: 3 clusters Score -1.549708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206583 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -15497086.000000 Penalty: 6071.818848
	Iteration 31Q: 3 clusters Score -1.549709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206583 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -15497090.000000 Penalty: 6071.818848
	Iteration 32Q: 3 clusters Score -1.549709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206583 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -15497100.000000 Penalty: 6071.818848
	Iteration 33Q: 3 clusters Score -1.54971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206585 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -15497076.000000 Penalty: 6071.818848
	Iteration 34Q: 3 clusters Score -1.549708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206585 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -15497076.000000 Penalty: 6071.818848
	Iteration 35F: 3 clusters Score -1.549708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (388050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388050 members 
Entering Unmasked Estep 
Score: -28995970.000000 Penalty: 3191.484619
	Iteration 0F: 2 clusters Score -2.899597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194405 members 
Mstep: Class 2 contains 193645 members 
Entering Unmasked Estep 
Score: -28733914.000000 Penalty: 6382.969238
	Iteration 0F: 3 clusters Score -2.873391e+07 nChanged 189144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205027 members 
Mstep: Class 2 contains 183023 members 
Entering Unmasked Estep 
Score: -28848366.000000 Penalty: 6382.969238
	Iteration 1F: 3 clusters Score -2.884837e+07 nChanged 11051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211722 members 
Mstep: Class 2 contains 176328 members 
Entering Unmasked Estep 
Score: -28851004.000000 Penalty: 6382.969238
	Iteration 2Q: 3 clusters Score -2.8851e+07 nChanged 13543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222033 members 
Mstep: Class 2 contains 166017 members 
Entering Unmasked Estep 
Score: -28855652.000000 Penalty: 6382.969238
	Iteration 3Q: 3 clusters Score -2.885565e+07 nChanged 17438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237323 members 
Mstep: Class 2 contains 150727 members 
Entering Unmasked Estep 
Score: -28863378.000000 Penalty: 6382.969238
	Iteration 4Q: 3 clusters Score -2.886338e+07 nChanged 23047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259342 members 
Mstep: Class 2 contains 128708 members 
Entering Unmasked Estep 
Score: -28877158.000000 Penalty: 6382.969238
	Iteration 5F: 3 clusters Score -2.887716e+07 nChanged 29610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288486 members 
Mstep: Class 2 contains 99564 members 
Entering Unmasked Estep 
Score: -28899898.000000 Penalty: 6382.969238
	Iteration 6F: 3 clusters Score -2.88999e+07 nChanged 33648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321992 members 
Mstep: Class 2 contains 66058 members 
Entering Unmasked Estep 
Score: -28930468.000000 Penalty: 6382.969238
	Iteration 7F: 3 clusters Score -2.893047e+07 nChanged 30603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352561 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -28959864.000000 Penalty: 6382.969238
	Iteration 8F: 3 clusters Score -2.895986e+07 nChanged 20581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373130 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -28979776.000000 Penalty: 6382.969238
	Iteration 9F: 3 clusters Score -2.897978e+07 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382887 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -28988804.000000 Penalty: 6382.969238
	Iteration 10Q: 3 clusters Score -2.89888e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386339 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -28991914.000000 Penalty: 6382.969238
	Iteration 11Q: 3 clusters Score -2.899191e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387283 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -28992630.000000 Penalty: 6382.969238
	Iteration 12Q: 3 clusters Score -2.899263e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387539 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -28992920.000000 Penalty: 6382.969238
	Iteration 13Q: 3 clusters Score -2.899292e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387609 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -28993050.000000 Penalty: 6382.969238
	Iteration 14Q: 3 clusters Score -2.899305e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387636 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -28993122.000000 Penalty: 6382.969238
	Iteration 15Q: 3 clusters Score -2.899312e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387655 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -28993148.000000 Penalty: 6382.969238
	Iteration 16Q: 3 clusters Score -2.899315e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387663 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -28993164.000000 Penalty: 6382.969238
	Iteration 17Q: 3 clusters Score -2.899316e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387668 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -28993178.000000 Penalty: 6382.969238
	Iteration 18Q: 3 clusters Score -2.899318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387670 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -28993178.000000 Penalty: 6382.969238
	Iteration 19Q: 3 clusters Score -2.899318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387675 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -28993192.000000 Penalty: 6382.969238
	Iteration 20F: 3 clusters Score -2.899319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387677 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -28993190.000000 Penalty: 6382.969238
	Iteration 21Q: 3 clusters Score -2.899319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387676 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -28993208.000000 Penalty: 6382.969238
	Iteration 22Q: 3 clusters Score -2.899321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387677 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -28993206.000000 Penalty: 6382.969238
	Iteration 23Q: 3 clusters Score -2.899321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387678 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -28993210.000000 Penalty: 6382.969238
	Iteration 24Q: 3 clusters Score -2.899321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387680 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -28993216.000000 Penalty: 6382.969238
	Iteration 25Q: 3 clusters Score -2.899322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387681 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -28993206.000000 Penalty: 6382.969238
	Iteration 26Q: 3 clusters Score -2.899321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387680 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -28993200.000000 Penalty: 6382.969238
	Iteration 27Q: 3 clusters Score -2.89932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387682 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -28993202.000000 Penalty: 6382.969238
	Iteration 28Q: 3 clusters Score -2.89932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387684 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -28993204.000000 Penalty: 6382.969238
	Iteration 29Q: 3 clusters Score -2.89932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387685 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -28993214.000000 Penalty: 6382.969238
	Iteration 30Q: 3 clusters Score -2.899321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387685 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -28993214.000000 Penalty: 6382.969238
	Iteration 31F: 3 clusters Score -2.899321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Entering Unmasked Estep 
Score: -148579.531250 Penalty: 1900.175415
	Iteration 0F: 2 clusters Score -148579.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -145856.125000 Penalty: 3800.350830
	Iteration 0F: 3 clusters Score -145856.1 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -146381.156250 Penalty: 3800.350830
	Iteration 1F: 3 clusters Score -146381.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -146528.046875 Penalty: 3800.350830
	Iteration 2F: 3 clusters Score -146528 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -146618.015625 Penalty: 3800.350830
	Iteration 3Q: 3 clusters Score -146618 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -146686.109375 Penalty: 3800.350830
	Iteration 4Q: 3 clusters Score -146686.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -146738.812500 Penalty: 3800.350830
	Iteration 5Q: 3 clusters Score -146738.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -146794.343750 Penalty: 3800.350830
	Iteration 6Q: 3 clusters Score -146794.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -146831.156250 Penalty: 3800.350830
	Iteration 7Q: 3 clusters Score -146831.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -146865.484375 Penalty: 3800.350830
	Iteration 8Q: 3 clusters Score -146865.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -146904.156250 Penalty: 3800.350830
	Iteration 9Q: 3 clusters Score -146904.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -146945.000000 Penalty: 3800.350830
	Iteration 10Q: 3 clusters Score -146945 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -146975.062500 Penalty: 3800.350830
	Iteration 11Q: 3 clusters Score -146975.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -146999.906250 Penalty: 3800.350830
	Iteration 12Q: 3 clusters Score -146999.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -147017.000000 Penalty: 3800.350830
	Iteration 13Q: 3 clusters Score -147017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -147026.500000 Penalty: 3800.350830
	Iteration 14Q: 3 clusters Score -147026.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -147036.250000 Penalty: 3800.350830
	Iteration 15Q: 3 clusters Score -147036.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -147049.796875 Penalty: 3800.350830
	Iteration 16Q: 3 clusters Score -147049.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -147058.625000 Penalty: 3800.350830
	Iteration 17Q: 3 clusters Score -147058.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -147066.562500 Penalty: 3800.350830
	Iteration 18Q: 3 clusters Score -147066.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -147076.109375 Penalty: 3800.350830
	Iteration 19Q: 3 clusters Score -147076.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -147083.937500 Penalty: 3800.350830
	Iteration 20F: 3 clusters Score -147083.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -147089.625000 Penalty: 3800.350830
	Iteration 21Q: 3 clusters Score -147089.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -147093.640625 Penalty: 3800.350830
	Iteration 22Q: 3 clusters Score -147093.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -147098.734375 Penalty: 3800.350830
	Iteration 23Q: 3 clusters Score -147098.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -147102.718750 Penalty: 3800.350830
	Iteration 24Q: 3 clusters Score -147102.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -147106.531250 Penalty: 3800.350830
	Iteration 25Q: 3 clusters Score -147106.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -147109.609375 Penalty: 3800.350830
	Iteration 26Q: 3 clusters Score -147109.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -147112.984375 Penalty: 3800.350830
	Iteration 27Q: 3 clusters Score -147113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -147118.562500 Penalty: 3800.350830
	Iteration 28Q: 3 clusters Score -147118.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -147129.062500 Penalty: 3800.350830
	Iteration 29Q: 3 clusters Score -147129.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -147143.859375 Penalty: 3800.350830
	Iteration 30Q: 3 clusters Score -147143.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -147156.015625 Penalty: 3800.350830
	Iteration 31Q: 3 clusters Score -147156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -147167.468750 Penalty: 3800.350830
	Iteration 32Q: 3 clusters Score -147167.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -147175.359375 Penalty: 3800.350830
	Iteration 33Q: 3 clusters Score -147175.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -147189.375000 Penalty: 3800.350830
	Iteration 34Q: 3 clusters Score -147189.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -147198.468750 Penalty: 3800.350830
	Iteration 35Q: 3 clusters Score -147198.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -147210.734375 Penalty: 3800.350830
	Iteration 36Q: 3 clusters Score -147210.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -147222.406250 Penalty: 3800.350830
	Iteration 37Q: 3 clusters Score -147222.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -147232.656250 Penalty: 3800.350830
	Iteration 38Q: 3 clusters Score -147232.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -147243.296875 Penalty: 3800.350830
	Iteration 39Q: 3 clusters Score -147243.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -147258.453125 Penalty: 3800.350830
	Iteration 40F: 3 clusters Score -147258.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -147270.343750 Penalty: 3800.350830
	Iteration 41Q: 3 clusters Score -147270.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -147282.843750 Penalty: 3800.350830
	Iteration 42Q: 3 clusters Score -147282.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -147293.359375 Penalty: 3800.350830
	Iteration 43Q: 3 clusters Score -147293.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -147302.562500 Penalty: 3800.350830
	Iteration 44Q: 3 clusters Score -147302.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -147306.156250 Penalty: 3800.350830
	Iteration 45Q: 3 clusters Score -147306.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -147308.296875 Penalty: 3800.350830
	Iteration 46Q: 3 clusters Score -147308.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -147310.093750 Penalty: 3800.350830
	Iteration 47Q: 3 clusters Score -147310.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -147310.515625 Penalty: 3800.350830
	Iteration 48Q: 3 clusters Score -147310.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -147310.515625 Penalty: 3800.350830
	Iteration 49F: 3 clusters Score -147310.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Entering Unmasked Estep 
Score: -422525.718750 Penalty: 2150.988770
	Iteration 0F: 2 clusters Score -422525.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -417443.562500 Penalty: 4301.977539
	Iteration 0F: 3 clusters Score -417443.6 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -418694.375000 Penalty: 4301.977539
	Iteration 1F: 3 clusters Score -418694.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -418988.406250 Penalty: 4301.977539
	Iteration 2F: 3 clusters Score -418988.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -419276.093750 Penalty: 4301.977539
	Iteration 3F: 3 clusters Score -419276.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -419533.000000 Penalty: 4301.977539
	Iteration 4F: 3 clusters Score -419533 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -419745.031250 Penalty: 4301.977539
	Iteration 5F: 3 clusters Score -419745 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -419953.125000 Penalty: 4301.977539
	Iteration 6Q: 3 clusters Score -419953.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -420165.656250 Penalty: 4301.977539
	Iteration 7Q: 3 clusters Score -420165.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -420363.500000 Penalty: 4301.977539
	Iteration 8Q: 3 clusters Score -420363.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -420546.718750 Penalty: 4301.977539
	Iteration 9Q: 3 clusters Score -420546.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -420704.718750 Penalty: 4301.977539
	Iteration 10Q: 3 clusters Score -420704.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -420842.593750 Penalty: 4301.977539
	Iteration 11Q: 3 clusters Score -420842.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -420958.375000 Penalty: 4301.977539
	Iteration 12Q: 3 clusters Score -420958.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -421073.968750 Penalty: 4301.977539
	Iteration 13Q: 3 clusters Score -421074 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -421170.625000 Penalty: 4301.977539
	Iteration 14Q: 3 clusters Score -421170.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -421219.687500 Penalty: 4301.977539
	Iteration 15Q: 3 clusters Score -421219.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -421263.812500 Penalty: 4301.977539
	Iteration 16Q: 3 clusters Score -421263.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -421300.968750 Penalty: 4301.977539
	Iteration 17Q: 3 clusters Score -421301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -421328.968750 Penalty: 4301.977539
	Iteration 18Q: 3 clusters Score -421329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -421346.500000 Penalty: 4301.977539
	Iteration 19Q: 3 clusters Score -421346.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -421357.937500 Penalty: 4301.977539
	Iteration 20F: 3 clusters Score -421357.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -421364.093750 Penalty: 4301.977539
	Iteration 21Q: 3 clusters Score -421364.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -421368.125000 Penalty: 4301.977539
	Iteration 22Q: 3 clusters Score -421368.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -421368.343750 Penalty: 4301.977539
	Iteration 23Q: 3 clusters Score -421368.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -421368.312500 Penalty: 4301.977539
	Iteration 24Q: 3 clusters Score -421368.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -421368.500000 Penalty: 4301.977539
	Iteration 25Q: 3 clusters Score -421368.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -421370.968750 Penalty: 4301.977539
	Iteration 26Q: 3 clusters Score -421371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -421371.250000 Penalty: 4301.977539
	Iteration 27Q: 3 clusters Score -421371.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -421374.218750 Penalty: 4301.977539
	Iteration 28Q: 3 clusters Score -421374.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -421375.031250 Penalty: 4301.977539
	Iteration 29Q: 3 clusters Score -421375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -421377.968750 Penalty: 4301.977539
	Iteration 30Q: 3 clusters Score -421378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -421378.687500 Penalty: 4301.977539
	Iteration 31Q: 3 clusters Score -421378.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -421380.031250 Penalty: 4301.977539
	Iteration 32Q: 3 clusters Score -421380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -421380.843750 Penalty: 4301.977539
	Iteration 33Q: 3 clusters Score -421380.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -421381.062500 Penalty: 4301.977539
	Iteration 34Q: 3 clusters Score -421381.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -421381.375000 Penalty: 4301.977539
	Iteration 35Q: 3 clusters Score -421381.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -421383.781250 Penalty: 4301.977539
	Iteration 36Q: 3 clusters Score -421383.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -421384.906250 Penalty: 4301.977539
	Iteration 37Q: 3 clusters Score -421384.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -421386.093750 Penalty: 4301.977539
	Iteration 38Q: 3 clusters Score -421386.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -421386.812500 Penalty: 4301.977539
	Iteration 39Q: 3 clusters Score -421386.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -421388.468750 Penalty: 4301.977539
	Iteration 40F: 3 clusters Score -421388.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -421389.531250 Penalty: 4301.977539
	Iteration 41Q: 3 clusters Score -421389.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -421389.906250 Penalty: 4301.977539
	Iteration 42Q: 3 clusters Score -421389.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -421389.906250 Penalty: 4301.977539
	Iteration 43F: 3 clusters Score -421389.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Entering Unmasked Estep 
Score: -236373.109375 Penalty: 2020.168213
	Iteration 0F: 2 clusters Score -236373.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -232862.859375 Penalty: 4040.336426
	Iteration 0F: 3 clusters Score -232862.9 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -233971.203125 Penalty: 4040.336426
	Iteration 1F: 3 clusters Score -233971.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -234356.015625 Penalty: 4040.336426
	Iteration 2F: 3 clusters Score -234356 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -234770.828125 Penalty: 4040.336426
	Iteration 3F: 3 clusters Score -234770.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -235490.234375 Penalty: 4040.336426
	Iteration 4F: 3 clusters Score -235490.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -236346.906250 Penalty: 4040.336426
	Iteration 5F: 3 clusters Score -236346.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -236671.687500 Penalty: 4040.336426
	Iteration 6F: 3 clusters Score -236671.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -236794.734375 Penalty: 4040.336426
	Iteration 7Q: 3 clusters Score -236794.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -236885.312500 Penalty: 4040.336426
	Iteration 8Q: 3 clusters Score -236885.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -236960.640625 Penalty: 4040.336426
	Iteration 9Q: 3 clusters Score -236960.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -237010.171875 Penalty: 4040.336426
	Iteration 10Q: 3 clusters Score -237010.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -237037.937500 Penalty: 4040.336426
	Iteration 11Q: 3 clusters Score -237037.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -237058.031250 Penalty: 4040.336426
	Iteration 12Q: 3 clusters Score -237058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -237072.453125 Penalty: 4040.336426
	Iteration 13Q: 3 clusters Score -237072.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -237092.640625 Penalty: 4040.336426
	Iteration 14Q: 3 clusters Score -237092.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -237105.953125 Penalty: 4040.336426
	Iteration 15Q: 3 clusters Score -237106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -237114.531250 Penalty: 4040.336426
	Iteration 16Q: 3 clusters Score -237114.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -237120.046875 Penalty: 4040.336426
	Iteration 17Q: 3 clusters Score -237120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -237128.265625 Penalty: 4040.336426
	Iteration 18Q: 3 clusters Score -237128.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -237132.453125 Penalty: 4040.336426
	Iteration 19Q: 3 clusters Score -237132.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -237141.656250 Penalty: 4040.336426
	Iteration 20F: 3 clusters Score -237141.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -237149.718750 Penalty: 4040.336426
	Iteration 21Q: 3 clusters Score -237149.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -237159.703125 Penalty: 4040.336426
	Iteration 22Q: 3 clusters Score -237159.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -237169.828125 Penalty: 4040.336426
	Iteration 23Q: 3 clusters Score -237169.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -237173.812500 Penalty: 4040.336426
	Iteration 24Q: 3 clusters Score -237173.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -237181.359375 Penalty: 4040.336426
	Iteration 25Q: 3 clusters Score -237181.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -237185.687500 Penalty: 4040.336426
	Iteration 26Q: 3 clusters Score -237185.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -237187.718750 Penalty: 4040.336426
	Iteration 27Q: 3 clusters Score -237187.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -237188.734375 Penalty: 4040.336426
	Iteration 28Q: 3 clusters Score -237188.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -237189.921875 Penalty: 4040.336426
	Iteration 29Q: 3 clusters Score -237189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -237191.000000 Penalty: 4040.336426
	Iteration 30Q: 3 clusters Score -237191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -237192.671875 Penalty: 4040.336426
	Iteration 31Q: 3 clusters Score -237192.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -237194.281250 Penalty: 4040.336426
	Iteration 32Q: 3 clusters Score -237194.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -237194.812500 Penalty: 4040.336426
	Iteration 33Q: 3 clusters Score -237194.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -237197.500000 Penalty: 4040.336426
	Iteration 34Q: 3 clusters Score -237197.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -237198.328125 Penalty: 4040.336426
	Iteration 35Q: 3 clusters Score -237198.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -237199.500000 Penalty: 4040.336426
	Iteration 36Q: 3 clusters Score -237199.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -237200.468750 Penalty: 4040.336426
	Iteration 37Q: 3 clusters Score -237200.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -237200.468750 Penalty: 4040.336426
	Iteration 38F: 3 clusters Score -237200.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7316 members 
Mstep: Class 3 contains 2661 members 
Mstep: Class 4 contains 130845 members 
Mstep: Class 5 contains 27886 members 
Mstep: Class 6 contains 54830 members 
Mstep: Class 7 contains 28545 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 198960 members 
Mstep: Class 10 contains 10090 members 
Mstep: Class 11 contains 80619 members 
Mstep: Class 12 contains 23619 members 
Mstep: Class 13 contains 10462 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 45395 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6564 members 
Mstep: Class 18 contains 207227 members 
Mstep: Class 19 contains 388050 members 
Mstep: Class 20 contains 2126 members 
Mstep: Class 21 contains 5845 members 
Mstep: Class 22 contains 788 members 
Mstep: Class 23 contains 28218 members 
Mstep: Class 24 contains 4618 members 
Mstep: Class 25 contains 8919 members 
Mstep: Class 26 contains 18311 members 
Mstep: Class 27 contains 13932 members 
Mstep: Class 28 contains 17065 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 7901 members 
Mstep: Class 31 contains 3114 members 
Mstep: Class 32 contains 4942 members 
Mstep: Class 33 contains 13022 members 
Mstep: Class 34 contains 3686 members 
Mstep: Class 35 contains 8215 members 
Mstep: Class 36 contains 6229 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3555 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2337 members 
Mstep: Class 41 contains 12446 members 
Mstep: Class 42 contains 4571 members 
Mstep: Class 43 contains 3651 members 
Entering Unmasked Estep 
Score: -102282440.000000 Penalty: 151038.062500
Splitting cluster 22 changes total score from -102283304.000000 to -102282440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (28218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Entering Unmasked Estep 
Score: -2111228.750000 Penalty: 2541.433350
	Iteration 0F: 2 clusters Score -2111229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2091858.500000 Penalty: 5082.866699
	Iteration 0F: 3 clusters Score -2091858 nChanged 12591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2098668.000000 Penalty: 5082.866699
	Iteration 1F: 3 clusters Score -2098668 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -2099132.500000 Penalty: 5082.866699
	Iteration 2Q: 3 clusters Score -2099132 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2099604.250000 Penalty: 5082.866699
	Iteration 3Q: 3 clusters Score -2099604 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2100182.500000 Penalty: 5082.866699
	Iteration 4Q: 3 clusters Score -2100182 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2100910.500000 Penalty: 5082.866699
	Iteration 5Q: 3 clusters Score -2100910 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2101733.000000 Penalty: 5082.866699
	Iteration 6Q: 3 clusters Score -2101733 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2102580.500000 Penalty: 5082.866699
	Iteration 7F: 3 clusters Score -2102580 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2103472.250000 Penalty: 5082.866699
	Iteration 8F: 3 clusters Score -2103472 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2104387.500000 Penalty: 5082.866699
	Iteration 9F: 3 clusters Score -2104388 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2105242.000000 Penalty: 5082.866699
	Iteration 10F: 3 clusters Score -2105242 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2105907.250000 Penalty: 5082.866699
	Iteration 11Q: 3 clusters Score -2105907 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2106296.250000 Penalty: 5082.866699
	Iteration 12Q: 3 clusters Score -2106296 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2106516.500000 Penalty: 5082.866699
	Iteration 13Q: 3 clusters Score -2106516 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2106673.500000 Penalty: 5082.866699
	Iteration 14Q: 3 clusters Score -2106674 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2106759.250000 Penalty: 5082.866699
	Iteration 15Q: 3 clusters Score -2106759 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2106822.750000 Penalty: 5082.866699
	Iteration 16Q: 3 clusters Score -2106823 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2106867.500000 Penalty: 5082.866699
	Iteration 17Q: 3 clusters Score -2106868 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2106903.750000 Penalty: 5082.866699
	Iteration 18Q: 3 clusters Score -2106904 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2106940.000000 Penalty: 5082.866699
	Iteration 19Q: 3 clusters Score -2106940 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2106984.000000 Penalty: 5082.866699
	Iteration 20F: 3 clusters Score -2106984 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2107030.250000 Penalty: 5082.866699
	Iteration 21Q: 3 clusters Score -2107030 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2107069.500000 Penalty: 5082.866699
	Iteration 22Q: 3 clusters Score -2107070 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2107096.250000 Penalty: 5082.866699
	Iteration 23Q: 3 clusters Score -2107096 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2107129.250000 Penalty: 5082.866699
	Iteration 24Q: 3 clusters Score -2107129 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2107155.500000 Penalty: 5082.866699
	Iteration 25Q: 3 clusters Score -2107156 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2107174.000000 Penalty: 5082.866699
	Iteration 26Q: 3 clusters Score -2107174 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2107193.250000 Penalty: 5082.866699
	Iteration 27Q: 3 clusters Score -2107193 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2107219.000000 Penalty: 5082.866699
	Iteration 28Q: 3 clusters Score -2107219 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2107239.500000 Penalty: 5082.866699
	Iteration 29Q: 3 clusters Score -2107240 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2107269.000000 Penalty: 5082.866699
	Iteration 30Q: 3 clusters Score -2107269 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2107295.000000 Penalty: 5082.866699
	Iteration 31Q: 3 clusters Score -2107295 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2107308.250000 Penalty: 5082.866699
	Iteration 32Q: 3 clusters Score -2107308 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2107331.750000 Penalty: 5082.866699
	Iteration 33Q: 3 clusters Score -2107332 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2107366.250000 Penalty: 5082.866699
	Iteration 34Q: 3 clusters Score -2107366 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2107384.250000 Penalty: 5082.866699
	Iteration 35Q: 3 clusters Score -2107384 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2107409.750000 Penalty: 5082.866699
	Iteration 36Q: 3 clusters Score -2107410 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2107446.000000 Penalty: 5082.866699
	Iteration 37Q: 3 clusters Score -2107446 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2107492.000000 Penalty: 5082.866699
	Iteration 38Q: 3 clusters Score -2107492 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2107541.000000 Penalty: 5082.866699
	Iteration 39Q: 3 clusters Score -2107541 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2107587.750000 Penalty: 5082.866699
	Iteration 40F: 3 clusters Score -2107588 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2107657.250000 Penalty: 5082.866699
	Iteration 41Q: 3 clusters Score -2107657 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2107712.500000 Penalty: 5082.866699
	Iteration 42Q: 3 clusters Score -2107712 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2107791.250000 Penalty: 5082.866699
	Iteration 43Q: 3 clusters Score -2107791 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2107856.500000 Penalty: 5082.866699
	Iteration 44Q: 3 clusters Score -2107856 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2107939.500000 Penalty: 5082.866699
	Iteration 45Q: 3 clusters Score -2107940 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2108033.750000 Penalty: 5082.866699
	Iteration 46Q: 3 clusters Score -2108034 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2108136.500000 Penalty: 5082.866699
	Iteration 47Q: 3 clusters Score -2108136 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2108260.750000 Penalty: 5082.866699
	Iteration 48Q: 3 clusters Score -2108261 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2108382.000000 Penalty: 5082.866699
	Iteration 49Q: 3 clusters Score -2108382 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2108524.250000 Penalty: 5082.866699
	Iteration 50Q: 3 clusters Score -2108524 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2108729.750000 Penalty: 5082.866699
	Iteration 51Q: 3 clusters Score -2108730 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2108949.000000 Penalty: 5082.866699
	Iteration 52Q: 3 clusters Score -2108949 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -2109148.500000 Penalty: 5082.866699
	Iteration 53Q: 3 clusters Score -2109148 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2109286.750000 Penalty: 5082.866699
	Iteration 54Q: 3 clusters Score -2109287 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2109378.250000 Penalty: 5082.866699
	Iteration 55Q: 3 clusters Score -2109378 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2109441.750000 Penalty: 5082.866699
	Iteration 56Q: 3 clusters Score -2109442 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2109502.250000 Penalty: 5082.866699
	Iteration 57Q: 3 clusters Score -2109502 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2109541.500000 Penalty: 5082.866699
	Iteration 58Q: 3 clusters Score -2109542 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2109571.750000 Penalty: 5082.866699
	Iteration 59Q: 3 clusters Score -2109572 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2109607.500000 Penalty: 5082.866699
	Iteration 60F: 3 clusters Score -2109608 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2109629.250000 Penalty: 5082.866699
	Iteration 61Q: 3 clusters Score -2109629 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2109648.000000 Penalty: 5082.866699
	Iteration 62Q: 3 clusters Score -2109648 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2109650.500000 Penalty: 5082.866699
	Iteration 63Q: 3 clusters Score -2109650 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2109666.750000 Penalty: 5082.866699
	Iteration 64Q: 3 clusters Score -2109667 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2109676.500000 Penalty: 5082.866699
	Iteration 65Q: 3 clusters Score -2109676 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2109680.750000 Penalty: 5082.866699
	Iteration 66Q: 3 clusters Score -2109681 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2109696.500000 Penalty: 5082.866699
	Iteration 67Q: 3 clusters Score -2109696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2109695.000000 Penalty: 5082.866699
	Iteration 68Q: 3 clusters Score -2109695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2109699.500000 Penalty: 5082.866699
	Iteration 69Q: 3 clusters Score -2109700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2109701.500000 Penalty: 5082.866699
	Iteration 70Q: 3 clusters Score -2109702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2109703.250000 Penalty: 5082.866699
	Iteration 71Q: 3 clusters Score -2109703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2109705.500000 Penalty: 5082.866699
	Iteration 72Q: 3 clusters Score -2109706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2109709.250000 Penalty: 5082.866699
	Iteration 73Q: 3 clusters Score -2109709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2109710.250000 Penalty: 5082.866699
	Iteration 74Q: 3 clusters Score -2109710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2109713.250000 Penalty: 5082.866699
	Iteration 75Q: 3 clusters Score -2109713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2109715.750000 Penalty: 5082.866699
	Iteration 76Q: 3 clusters Score -2109716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2109712.750000 Penalty: 5082.866699
	Iteration 77Q: 3 clusters Score -2109713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2109717.500000 Penalty: 5082.866699
	Iteration 78Q: 3 clusters Score -2109718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2109716.000000 Penalty: 5082.866699
	Iteration 79Q: 3 clusters Score -2109716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2109716.000000 Penalty: 5082.866699
	Iteration 80F: 3 clusters Score -2109716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2109719.500000 Penalty: 5082.866699
	Iteration 81Q: 3 clusters Score -2109720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2109718.500000 Penalty: 5082.866699
	Iteration 82Q: 3 clusters Score -2109718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2109720.750000 Penalty: 5082.866699
	Iteration 83Q: 3 clusters Score -2109721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2109721.250000 Penalty: 5082.866699
	Iteration 84Q: 3 clusters Score -2109721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2109722.500000 Penalty: 5082.866699
	Iteration 85Q: 3 clusters Score -2109722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2109723.250000 Penalty: 5082.866699
	Iteration 86Q: 3 clusters Score -2109723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2109723.250000 Penalty: 5082.866699
	Iteration 87F: 3 clusters Score -2109723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -338039.781250 Penalty: 2092.553955
	Iteration 0F: 2 clusters Score -338039.8 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 2370 members 
Entering Unmasked Estep 
Score: -333799.156250 Penalty: 4185.107910
	Iteration 0F: 3 clusters Score -333799.2 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -334879.593750 Penalty: 4185.107910
	Iteration 1F: 3 clusters Score -334879.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -335198.093750 Penalty: 4185.107910
	Iteration 2F: 3 clusters Score -335198.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -335432.468750 Penalty: 4185.107910
	Iteration 3F: 3 clusters Score -335432.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -335639.625000 Penalty: 4185.107910
	Iteration 4F: 3 clusters Score -335639.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -335823.843750 Penalty: 4185.107910
	Iteration 5Q: 3 clusters Score -335823.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -335977.718750 Penalty: 4185.107910
	Iteration 6Q: 3 clusters Score -335977.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -336087.781250 Penalty: 4185.107910
	Iteration 7Q: 3 clusters Score -336087.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -336195.687500 Penalty: 4185.107910
	Iteration 8Q: 3 clusters Score -336195.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -336270.718750 Penalty: 4185.107910
	Iteration 9Q: 3 clusters Score -336270.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -336336.343750 Penalty: 4185.107910
	Iteration 10Q: 3 clusters Score -336336.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -336396.875000 Penalty: 4185.107910
	Iteration 11Q: 3 clusters Score -336396.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -336449.843750 Penalty: 4185.107910
	Iteration 12Q: 3 clusters Score -336449.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -336507.500000 Penalty: 4185.107910
	Iteration 13Q: 3 clusters Score -336507.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -336572.093750 Penalty: 4185.107910
	Iteration 14Q: 3 clusters Score -336572.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -336614.656250 Penalty: 4185.107910
	Iteration 15Q: 3 clusters Score -336614.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -336651.281250 Penalty: 4185.107910
	Iteration 16Q: 3 clusters Score -336651.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -336683.375000 Penalty: 4185.107910
	Iteration 17Q: 3 clusters Score -336683.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -336695.593750 Penalty: 4185.107910
	Iteration 18Q: 3 clusters Score -336695.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -336701.375000 Penalty: 4185.107910
	Iteration 19Q: 3 clusters Score -336701.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -336703.750000 Penalty: 4185.107910
	Iteration 20F: 3 clusters Score -336703.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -336705.187500 Penalty: 4185.107910
	Iteration 21Q: 3 clusters Score -336705.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -336707.500000 Penalty: 4185.107910
	Iteration 22Q: 3 clusters Score -336707.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -336707.968750 Penalty: 4185.107910
	Iteration 23Q: 3 clusters Score -336708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -336709.812500 Penalty: 4185.107910
	Iteration 24Q: 3 clusters Score -336709.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -336710.343750 Penalty: 4185.107910
	Iteration 25Q: 3 clusters Score -336710.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -336709.593750 Penalty: 4185.107910
	Iteration 26Q: 3 clusters Score -336709.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -336709.593750 Penalty: 4185.107910
	Iteration 27F: 3 clusters Score -336709.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Entering Unmasked Estep 
Score: -633557.375000 Penalty: 2255.792725
	Iteration 0F: 2 clusters Score -633557.4 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 4396 members 
Entering Unmasked Estep 
Score: -626610.375000 Penalty: 4511.585449
	Iteration 0F: 3 clusters Score -626610.4 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -628799.500000 Penalty: 4511.585449
	Iteration 1F: 3 clusters Score -628799.5 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -629412.812500 Penalty: 4511.585449
	Iteration 2F: 3 clusters Score -629412.8 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -630063.500000 Penalty: 4511.585449
	Iteration 3F: 3 clusters Score -630063.5 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -630817.125000 Penalty: 4511.585449
	Iteration 4F: 3 clusters Score -630817.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -631436.125000 Penalty: 4511.585449
	Iteration 5F: 3 clusters Score -631436.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -631879.500000 Penalty: 4511.585449
	Iteration 6F: 3 clusters Score -631879.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -632185.437500 Penalty: 4511.585449
	Iteration 7Q: 3 clusters Score -632185.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -632378.062500 Penalty: 4511.585449
	Iteration 8Q: 3 clusters Score -632378.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -632521.375000 Penalty: 4511.585449
	Iteration 9Q: 3 clusters Score -632521.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -632614.250000 Penalty: 4511.585449
	Iteration 10Q: 3 clusters Score -632614.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -632670.187500 Penalty: 4511.585449
	Iteration 11Q: 3 clusters Score -632670.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -632707.187500 Penalty: 4511.585449
	Iteration 12Q: 3 clusters Score -632707.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -632734.125000 Penalty: 4511.585449
	Iteration 13Q: 3 clusters Score -632734.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -632759.312500 Penalty: 4511.585449
	Iteration 14Q: 3 clusters Score -632759.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -632788.625000 Penalty: 4511.585449
	Iteration 15Q: 3 clusters Score -632788.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -632815.125000 Penalty: 4511.585449
	Iteration 16Q: 3 clusters Score -632815.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -632838.125000 Penalty: 4511.585449
	Iteration 17Q: 3 clusters Score -632838.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -632859.562500 Penalty: 4511.585449
	Iteration 18Q: 3 clusters Score -632859.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -632878.000000 Penalty: 4511.585449
	Iteration 19Q: 3 clusters Score -632878 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -632892.000000 Penalty: 4511.585449
	Iteration 20F: 3 clusters Score -632892 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -632907.812500 Penalty: 4511.585449
	Iteration 21Q: 3 clusters Score -632907.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -632926.000000 Penalty: 4511.585449
	Iteration 22Q: 3 clusters Score -632926 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -632943.812500 Penalty: 4511.585449
	Iteration 23Q: 3 clusters Score -632943.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -632961.437500 Penalty: 4511.585449
	Iteration 24Q: 3 clusters Score -632961.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -632972.625000 Penalty: 4511.585449
	Iteration 25Q: 3 clusters Score -632972.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -632982.625000 Penalty: 4511.585449
	Iteration 26Q: 3 clusters Score -632982.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -632996.687500 Penalty: 4511.585449
	Iteration 27Q: 3 clusters Score -632996.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -633005.437500 Penalty: 4511.585449
	Iteration 28Q: 3 clusters Score -633005.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -633012.625000 Penalty: 4511.585449
	Iteration 29Q: 3 clusters Score -633012.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -633021.500000 Penalty: 4511.585449
	Iteration 30Q: 3 clusters Score -633021.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -633026.500000 Penalty: 4511.585449
	Iteration 31Q: 3 clusters Score -633026.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -633033.562500 Penalty: 4511.585449
	Iteration 32Q: 3 clusters Score -633033.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -633038.687500 Penalty: 4511.585449
	Iteration 33Q: 3 clusters Score -633038.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -633045.812500 Penalty: 4511.585449
	Iteration 34Q: 3 clusters Score -633045.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -633050.687500 Penalty: 4511.585449
	Iteration 35Q: 3 clusters Score -633050.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -633054.875000 Penalty: 4511.585449
	Iteration 36Q: 3 clusters Score -633054.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -633061.437500 Penalty: 4511.585449
	Iteration 37Q: 3 clusters Score -633061.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -633065.562500 Penalty: 4511.585449
	Iteration 38Q: 3 clusters Score -633065.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -633071.375000 Penalty: 4511.585449
	Iteration 39Q: 3 clusters Score -633071.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -633072.812500 Penalty: 4511.585449
	Iteration 40F: 3 clusters Score -633072.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -633075.625000 Penalty: 4511.585449
	Iteration 41Q: 3 clusters Score -633075.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -633077.687500 Penalty: 4511.585449
	Iteration 42Q: 3 clusters Score -633077.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -633079.187500 Penalty: 4511.585449
	Iteration 43Q: 3 clusters Score -633079.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -633082.062500 Penalty: 4511.585449
	Iteration 44Q: 3 clusters Score -633082.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -633085.562500 Penalty: 4511.585449
	Iteration 45Q: 3 clusters Score -633085.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -633091.125000 Penalty: 4511.585449
	Iteration 46Q: 3 clusters Score -633091.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -633094.125000 Penalty: 4511.585449
	Iteration 47Q: 3 clusters Score -633094.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -633097.250000 Penalty: 4511.585449
	Iteration 48Q: 3 clusters Score -633097.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -633103.312500 Penalty: 4511.585449
	Iteration 49Q: 3 clusters Score -633103.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -633111.812500 Penalty: 4511.585449
	Iteration 50Q: 3 clusters Score -633111.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -633131.187500 Penalty: 4511.585449
	Iteration 51Q: 3 clusters Score -633131.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -633171.687500 Penalty: 4511.585449
	Iteration 52Q: 3 clusters Score -633171.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -633250.687500 Penalty: 4511.585449
	Iteration 53Q: 3 clusters Score -633250.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -633375.312500 Penalty: 4511.585449
	Iteration 54Q: 3 clusters Score -633375.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -633535.250000 Penalty: 4511.585449
	Iteration 55Q: 3 clusters Score -633535.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -633640.562500 Penalty: 4511.585449
	Iteration 56Q: 3 clusters Score -633640.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -633704.687500 Penalty: 4511.585449
	Iteration 57Q: 3 clusters Score -633704.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -633739.500000 Penalty: 4511.585449
	Iteration 58Q: 3 clusters Score -633739.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -633765.187500 Penalty: 4511.585449
	Iteration 59Q: 3 clusters Score -633765.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -633782.000000 Penalty: 4511.585449
	Iteration 60F: 3 clusters Score -633782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -633798.625000 Penalty: 4511.585449
	Iteration 61Q: 3 clusters Score -633798.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -633812.062500 Penalty: 4511.585449
	Iteration 62Q: 3 clusters Score -633812.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -633819.625000 Penalty: 4511.585449
	Iteration 63Q: 3 clusters Score -633819.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -633824.687500 Penalty: 4511.585449
	Iteration 64Q: 3 clusters Score -633824.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -633832.562500 Penalty: 4511.585449
	Iteration 65Q: 3 clusters Score -633832.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -633840.250000 Penalty: 4511.585449
	Iteration 66Q: 3 clusters Score -633840.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -633849.937500 Penalty: 4511.585449
	Iteration 67Q: 3 clusters Score -633849.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -633852.250000 Penalty: 4511.585449
	Iteration 68Q: 3 clusters Score -633852.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -633856.312500 Penalty: 4511.585449
	Iteration 69Q: 3 clusters Score -633856.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -633856.562500 Penalty: 4511.585449
	Iteration 70Q: 3 clusters Score -633856.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -633858.812500 Penalty: 4511.585449
	Iteration 71Q: 3 clusters Score -633858.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -633860.562500 Penalty: 4511.585449
	Iteration 72Q: 3 clusters Score -633860.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -633862.000000 Penalty: 4511.585449
	Iteration 73Q: 3 clusters Score -633862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -633863.125000 Penalty: 4511.585449
	Iteration 74Q: 3 clusters Score -633863.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -633862.875000 Penalty: 4511.585449
	Iteration 75Q: 3 clusters Score -633862.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -633861.750000 Penalty: 4511.585449
	Iteration 76Q: 3 clusters Score -633861.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -633861.750000 Penalty: 4511.585449
	Iteration 77F: 3 clusters Score -633861.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7316 members 
Mstep: Class 3 contains 4525 members 
Mstep: Class 4 contains 130845 members 
Mstep: Class 5 contains 27886 members 
Mstep: Class 6 contains 54830 members 
Mstep: Class 7 contains 28545 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 198960 members 
Mstep: Class 10 contains 10090 members 
Mstep: Class 11 contains 80619 members 
Mstep: Class 12 contains 23619 members 
Mstep: Class 13 contains 10462 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 45395 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6564 members 
Mstep: Class 18 contains 207227 members 
Mstep: Class 19 contains 388050 members 
Mstep: Class 20 contains 2126 members 
Mstep: Class 21 contains 5845 members 
Mstep: Class 22 contains 3449 members 
Mstep: Class 23 contains 28218 members 
Mstep: Class 24 contains 4618 members 
Mstep: Class 25 contains 4394 members 
Mstep: Class 26 contains 18311 members 
Mstep: Class 27 contains 13932 members 
Mstep: Class 28 contains 17065 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 7901 members 
Mstep: Class 31 contains 3114 members 
Mstep: Class 32 contains 4942 members 
Mstep: Class 33 contains 13022 members 
Mstep: Class 34 contains 3686 members 
Mstep: Class 35 contains 8215 members 
Mstep: Class 36 contains 6229 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3555 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2337 members 
Mstep: Class 41 contains 12446 members 
Mstep: Class 42 contains 4571 members 
Mstep: Class 43 contains 3651 members 
Entering Unmasked Estep 
Score: -102282040.000000 Penalty: 151038.062500
Splitting cluster 25 changes total score from -102283304.000000 to -102282040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (18311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Entering Unmasked Estep 
Score: -1205492.500000 Penalty: 2434.183838
	Iteration 0F: 2 clusters Score -1205492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1192540.500000 Penalty: 4868.367676
	Iteration 0F: 3 clusters Score -1192540 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1196884.750000 Penalty: 4868.367676
	Iteration 1F: 3 clusters Score -1196885 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1197363.500000 Penalty: 4868.367676
	Iteration 2F: 3 clusters Score -1197364 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1197859.375000 Penalty: 4868.367676
	Iteration 3F: 3 clusters Score -1197859 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1198405.000000 Penalty: 4868.367676
	Iteration 4F: 3 clusters Score -1198405 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1198921.375000 Penalty: 4868.367676
	Iteration 5F: 3 clusters Score -1198921 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1199391.125000 Penalty: 4868.367676
	Iteration 6Q: 3 clusters Score -1199391 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1199895.125000 Penalty: 4868.367676
	Iteration 7Q: 3 clusters Score -1199895 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1200467.000000 Penalty: 4868.367676
	Iteration 8Q: 3 clusters Score -1200467 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1201058.375000 Penalty: 4868.367676
	Iteration 9Q: 3 clusters Score -1201058 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1201657.125000 Penalty: 4868.367676
	Iteration 10Q: 3 clusters Score -1201657 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1202230.250000 Penalty: 4868.367676
	Iteration 11Q: 3 clusters Score -1202230 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1202686.125000 Penalty: 4868.367676
	Iteration 12Q: 3 clusters Score -1202686 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1203054.625000 Penalty: 4868.367676
	Iteration 13Q: 3 clusters Score -1203055 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1203368.750000 Penalty: 4868.367676
	Iteration 14Q: 3 clusters Score -1203369 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1203619.125000 Penalty: 4868.367676
	Iteration 15Q: 3 clusters Score -1203619 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1203807.625000 Penalty: 4868.367676
	Iteration 16Q: 3 clusters Score -1203808 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1203943.125000 Penalty: 4868.367676
	Iteration 17Q: 3 clusters Score -1203943 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1204021.750000 Penalty: 4868.367676
	Iteration 18Q: 3 clusters Score -1204022 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1204075.250000 Penalty: 4868.367676
	Iteration 19Q: 3 clusters Score -1204075 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1204117.250000 Penalty: 4868.367676
	Iteration 20F: 3 clusters Score -1204117 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1204138.500000 Penalty: 4868.367676
	Iteration 21Q: 3 clusters Score -1204138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1204159.875000 Penalty: 4868.367676
	Iteration 22Q: 3 clusters Score -1204160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1204183.250000 Penalty: 4868.367676
	Iteration 23Q: 3 clusters Score -1204183 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1204196.250000 Penalty: 4868.367676
	Iteration 24Q: 3 clusters Score -1204196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1204204.125000 Penalty: 4868.367676
	Iteration 25Q: 3 clusters Score -1204204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1204202.375000 Penalty: 4868.367676
	Iteration 26Q: 3 clusters Score -1204202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1204206.000000 Penalty: 4868.367676
	Iteration 27Q: 3 clusters Score -1204206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1204212.250000 Penalty: 4868.367676
	Iteration 28Q: 3 clusters Score -1204212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1204216.125000 Penalty: 4868.367676
	Iteration 29Q: 3 clusters Score -1204216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1204220.000000 Penalty: 4868.367676
	Iteration 30Q: 3 clusters Score -1204220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1204226.250000 Penalty: 4868.367676
	Iteration 31Q: 3 clusters Score -1204226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1204230.000000 Penalty: 4868.367676
	Iteration 32Q: 3 clusters Score -1204230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1204234.000000 Penalty: 4868.367676
	Iteration 33Q: 3 clusters Score -1204234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1204237.750000 Penalty: 4868.367676
	Iteration 34Q: 3 clusters Score -1204238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1204236.625000 Penalty: 4868.367676
	Iteration 35Q: 3 clusters Score -1204237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1204240.750000 Penalty: 4868.367676
	Iteration 36Q: 3 clusters Score -1204241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1204242.375000 Penalty: 4868.367676
	Iteration 37Q: 3 clusters Score -1204242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1204240.875000 Penalty: 4868.367676
	Iteration 38Q: 3 clusters Score -1204241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1204244.375000 Penalty: 4868.367676
	Iteration 39Q: 3 clusters Score -1204244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1204245.250000 Penalty: 4868.367676
	Iteration 40F: 3 clusters Score -1204245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1204251.000000 Penalty: 4868.367676
	Iteration 41Q: 3 clusters Score -1204251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1204250.375000 Penalty: 4868.367676
	Iteration 42Q: 3 clusters Score -1204250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1204253.125000 Penalty: 4868.367676
	Iteration 43Q: 3 clusters Score -1204253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1204256.125000 Penalty: 4868.367676
	Iteration 44Q: 3 clusters Score -1204256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1204255.625000 Penalty: 4868.367676
	Iteration 45Q: 3 clusters Score -1204256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1204254.750000 Penalty: 4868.367676
	Iteration 46Q: 3 clusters Score -1204255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1204256.750000 Penalty: 4868.367676
	Iteration 47Q: 3 clusters Score -1204257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1204260.125000 Penalty: 4868.367676
	Iteration 48Q: 3 clusters Score -1204260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1204261.500000 Penalty: 4868.367676
	Iteration 49Q: 3 clusters Score -1204262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1204263.625000 Penalty: 4868.367676
	Iteration 50Q: 3 clusters Score -1204264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1204263.750000 Penalty: 4868.367676
	Iteration 51Q: 3 clusters Score -1204264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1204263.750000 Penalty: 4868.367676
	Iteration 52F: 3 clusters Score -1204264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Entering Unmasked Estep 
Score: -1026433.937500 Penalty: 2366.402100
	Iteration 0F: 2 clusters Score -1026434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1016162.000000 Penalty: 4732.804199
	Iteration 0F: 3 clusters Score -1016162 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1019302.750000 Penalty: 4732.804199
	Iteration 1F: 3 clusters Score -1019303 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1019628.187500 Penalty: 4732.804199
	Iteration 2F: 3 clusters Score -1019628 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1019875.875000 Penalty: 4732.804199
	Iteration 3Q: 3 clusters Score -1019876 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1020072.875000 Penalty: 4732.804199
	Iteration 4Q: 3 clusters Score -1020073 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1020248.500000 Penalty: 4732.804199
	Iteration 5Q: 3 clusters Score -1020248 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1020434.750000 Penalty: 4732.804199
	Iteration 6Q: 3 clusters Score -1020435 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1020634.062500 Penalty: 4732.804199
	Iteration 7Q: 3 clusters Score -1020634 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1020848.875000 Penalty: 4732.804199
	Iteration 8Q: 3 clusters Score -1020849 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1021103.750000 Penalty: 4732.804199
	Iteration 9Q: 3 clusters Score -1021104 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1021364.000000 Penalty: 4732.804199
	Iteration 10Q: 3 clusters Score -1021364 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1021683.562500 Penalty: 4732.804199
	Iteration 11Q: 3 clusters Score -1021684 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1022061.750000 Penalty: 4732.804199
	Iteration 12Q: 3 clusters Score -1022062 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1022492.437500 Penalty: 4732.804199
	Iteration 13Q: 3 clusters Score -1022492 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1022893.500000 Penalty: 4732.804199
	Iteration 14Q: 3 clusters Score -1022894 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1023252.750000 Penalty: 4732.804199
	Iteration 15Q: 3 clusters Score -1023253 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1023559.125000 Penalty: 4732.804199
	Iteration 16Q: 3 clusters Score -1023559 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1023849.500000 Penalty: 4732.804199
	Iteration 17Q: 3 clusters Score -1023850 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1024134.937500 Penalty: 4732.804199
	Iteration 18Q: 3 clusters Score -1024135 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1024414.312500 Penalty: 4732.804199
	Iteration 19Q: 3 clusters Score -1024414 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1024661.875000 Penalty: 4732.804199
	Iteration 20F: 3 clusters Score -1024662 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1024868.125000 Penalty: 4732.804199
	Iteration 21Q: 3 clusters Score -1024868 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1025056.875000 Penalty: 4732.804199
	Iteration 22Q: 3 clusters Score -1025057 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1025187.687500 Penalty: 4732.804199
	Iteration 23Q: 3 clusters Score -1025188 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1025275.875000 Penalty: 4732.804199
	Iteration 24Q: 3 clusters Score -1025276 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1025332.625000 Penalty: 4732.804199
	Iteration 25Q: 3 clusters Score -1025333 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1025374.125000 Penalty: 4732.804199
	Iteration 26Q: 3 clusters Score -1025374 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1025398.125000 Penalty: 4732.804199
	Iteration 27Q: 3 clusters Score -1025398 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1025414.437500 Penalty: 4732.804199
	Iteration 28Q: 3 clusters Score -1025414 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1025425.312500 Penalty: 4732.804199
	Iteration 29Q: 3 clusters Score -1025425 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1025432.437500 Penalty: 4732.804199
	Iteration 30Q: 3 clusters Score -1025432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1025436.250000 Penalty: 4732.804199
	Iteration 31Q: 3 clusters Score -1025436 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1025441.750000 Penalty: 4732.804199
	Iteration 32Q: 3 clusters Score -1025442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1025443.437500 Penalty: 4732.804199
	Iteration 33Q: 3 clusters Score -1025443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1025444.437500 Penalty: 4732.804199
	Iteration 34Q: 3 clusters Score -1025444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1025444.687500 Penalty: 4732.804199
	Iteration 35Q: 3 clusters Score -1025445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1025443.875000 Penalty: 4732.804199
	Iteration 36Q: 3 clusters Score -1025444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1025447.250000 Penalty: 4732.804199
	Iteration 37Q: 3 clusters Score -1025447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1025448.812500 Penalty: 4732.804199
	Iteration 38Q: 3 clusters Score -1025449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1025450.062500 Penalty: 4732.804199
	Iteration 39Q: 3 clusters Score -1025450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1025450.125000 Penalty: 4732.804199
	Iteration 40F: 3 clusters Score -1025450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1025452.250000 Penalty: 4732.804199
	Iteration 41Q: 3 clusters Score -1025452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1025450.750000 Penalty: 4732.804199
	Iteration 42Q: 3 clusters Score -1025451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1025454.437500 Penalty: 4732.804199
	Iteration 43Q: 3 clusters Score -1025454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1025452.812500 Penalty: 4732.804199
	Iteration 44Q: 3 clusters Score -1025453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1025456.062500 Penalty: 4732.804199
	Iteration 45Q: 3 clusters Score -1025456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1025461.187500 Penalty: 4732.804199
	Iteration 46Q: 3 clusters Score -1025461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1025461.312500 Penalty: 4732.804199
	Iteration 47Q: 3 clusters Score -1025461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1025465.625000 Penalty: 4732.804199
	Iteration 48Q: 3 clusters Score -1025466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1025463.812500 Penalty: 4732.804199
	Iteration 49Q: 3 clusters Score -1025464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1025465.437500 Penalty: 4732.804199
	Iteration 50Q: 3 clusters Score -1025465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1025464.125000 Penalty: 4732.804199
	Iteration 51Q: 3 clusters Score -1025464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1025467.062500 Penalty: 4732.804199
	Iteration 52Q: 3 clusters Score -1025467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1025465.562500 Penalty: 4732.804199
	Iteration 53Q: 3 clusters Score -1025466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1025468.437500 Penalty: 4732.804199
	Iteration 54Q: 3 clusters Score -1025468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1025466.750000 Penalty: 4732.804199
	Iteration 55Q: 3 clusters Score -1025467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1025467.062500 Penalty: 4732.804199
	Iteration 56Q: 3 clusters Score -1025467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1025468.687500 Penalty: 4732.804199
	Iteration 57Q: 3 clusters Score -1025469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1025468.687500 Penalty: 4732.804199
	Iteration 58F: 3 clusters Score -1025469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Entering Unmasked Estep 
Score: -1237383.375000 Penalty: 2416.706787
	Iteration 0F: 2 clusters Score -1237383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1225176.625000 Penalty: 4833.413574
	Iteration 0F: 3 clusters Score -1225177 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1229235.250000 Penalty: 4833.413574
	Iteration 1F: 3 clusters Score -1229235 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1229784.500000 Penalty: 4833.413574
	Iteration 2F: 3 clusters Score -1229784 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1230382.000000 Penalty: 4833.413574
	Iteration 3F: 3 clusters Score -1230382 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1231052.500000 Penalty: 4833.413574
	Iteration 4F: 3 clusters Score -1231052 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1231702.375000 Penalty: 4833.413574
	Iteration 5F: 3 clusters Score -1231702 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1232375.875000 Penalty: 4833.413574
	Iteration 6F: 3 clusters Score -1232376 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1233109.125000 Penalty: 4833.413574
	Iteration 7F: 3 clusters Score -1233109 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1233829.375000 Penalty: 4833.413574
	Iteration 8F: 3 clusters Score -1233829 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1234574.750000 Penalty: 4833.413574
	Iteration 9Q: 3 clusters Score -1234575 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1235367.375000 Penalty: 4833.413574
	Iteration 10Q: 3 clusters Score -1235367 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1236176.875000 Penalty: 4833.413574
	Iteration 11Q: 3 clusters Score -1236177 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1236981.500000 Penalty: 4833.413574
	Iteration 12Q: 3 clusters Score -1236982 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1237584.875000 Penalty: 4833.413574
	Iteration 13Q: 3 clusters Score -1237585 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1237894.000000 Penalty: 4833.413574
	Iteration 14Q: 3 clusters Score -1237894 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1238018.000000 Penalty: 4833.413574
	Iteration 15Q: 3 clusters Score -1238018 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1238087.375000 Penalty: 4833.413574
	Iteration 16Q: 3 clusters Score -1238087 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1238126.000000 Penalty: 4833.413574
	Iteration 17Q: 3 clusters Score -1238126 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1238140.250000 Penalty: 4833.413574
	Iteration 18Q: 3 clusters Score -1238140 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1238147.375000 Penalty: 4833.413574
	Iteration 19Q: 3 clusters Score -1238147 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1238151.125000 Penalty: 4833.413574
	Iteration 20F: 3 clusters Score -1238151 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1238152.750000 Penalty: 4833.413574
	Iteration 21Q: 3 clusters Score -1238153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1238153.375000 Penalty: 4833.413574
	Iteration 22Q: 3 clusters Score -1238153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1238154.000000 Penalty: 4833.413574
	Iteration 23Q: 3 clusters Score -1238154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1238159.250000 Penalty: 4833.413574
	Iteration 24Q: 3 clusters Score -1238159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1238153.125000 Penalty: 4833.413574
	Iteration 25Q: 3 clusters Score -1238153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1238154.625000 Penalty: 4833.413574
	Iteration 26Q: 3 clusters Score -1238155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1238157.250000 Penalty: 4833.413574
	Iteration 27Q: 3 clusters Score -1238157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1238157.375000 Penalty: 4833.413574
	Iteration 28Q: 3 clusters Score -1238157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1238161.750000 Penalty: 4833.413574
	Iteration 29Q: 3 clusters Score -1238162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1238162.875000 Penalty: 4833.413574
	Iteration 30Q: 3 clusters Score -1238163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1238161.625000 Penalty: 4833.413574
	Iteration 31Q: 3 clusters Score -1238162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1238161.625000 Penalty: 4833.413574
	Iteration 32F: 3 clusters Score -1238162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7316 members 
Mstep: Class 3 contains 7969 members 
Mstep: Class 4 contains 130845 members 
Mstep: Class 5 contains 27886 members 
Mstep: Class 6 contains 54830 members 
Mstep: Class 7 contains 28545 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 198960 members 
Mstep: Class 10 contains 10090 members 
Mstep: Class 11 contains 80619 members 
Mstep: Class 12 contains 23619 members 
Mstep: Class 13 contains 10462 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 45395 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6564 members 
Mstep: Class 18 contains 207227 members 
Mstep: Class 19 contains 388050 members 
Mstep: Class 20 contains 2126 members 
Mstep: Class 21 contains 5845 members 
Mstep: Class 22 contains 3449 members 
Mstep: Class 23 contains 28218 members 
Mstep: Class 24 contains 4618 members 
Mstep: Class 25 contains 8919 members 
Mstep: Class 26 contains 18311 members 
Mstep: Class 27 contains 13932 members 
Mstep: Class 28 contains 9096 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 7901 members 
Mstep: Class 31 contains 3114 members 
Mstep: Class 32 contains 4942 members 
Mstep: Class 33 contains 13022 members 
Mstep: Class 34 contains 3686 members 
Mstep: Class 35 contains 8215 members 
Mstep: Class 36 contains 6229 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3555 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2337 members 
Mstep: Class 41 contains 12446 members 
Mstep: Class 42 contains 4571 members 
Mstep: Class 43 contains 3651 members 
Entering Unmasked Estep 
Score: -102282680.000000 Penalty: 151038.062500
Splitting cluster 28 changes total score from -102283304.000000 to -102282680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -97502.703125 Penalty: 1794.433472
	Iteration 0F: 2 clusters Score -97502.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -95309.578125 Penalty: 3588.866943
	Iteration 0F: 3 clusters Score -95309.58 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -95661.632812 Penalty: 3588.866943
	Iteration 1F: 3 clusters Score -95661.63 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -95789.265625 Penalty: 3588.866943
	Iteration 2F: 3 clusters Score -95789.27 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -95871.390625 Penalty: 3588.866943
	Iteration 3F: 3 clusters Score -95871.39 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -95921.968750 Penalty: 3588.866943
	Iteration 4Q: 3 clusters Score -95921.97 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -95959.585938 Penalty: 3588.866943
	Iteration 5Q: 3 clusters Score -95959.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -95989.257812 Penalty: 3588.866943
	Iteration 6Q: 3 clusters Score -95989.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -96007.523438 Penalty: 3588.866943
	Iteration 7Q: 3 clusters Score -96007.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -96020.882812 Penalty: 3588.866943
	Iteration 8Q: 3 clusters Score -96020.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -96031.507812 Penalty: 3588.866943
	Iteration 9Q: 3 clusters Score -96031.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -96047.382812 Penalty: 3588.866943
	Iteration 10Q: 3 clusters Score -96047.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -96057.828125 Penalty: 3588.866943
	Iteration 11Q: 3 clusters Score -96057.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -96067.968750 Penalty: 3588.866943
	Iteration 12Q: 3 clusters Score -96067.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -96077.460938 Penalty: 3588.866943
	Iteration 13Q: 3 clusters Score -96077.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -96083.187500 Penalty: 3588.866943
	Iteration 14Q: 3 clusters Score -96083.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -96086.000000 Penalty: 3588.866943
	Iteration 15Q: 3 clusters Score -96086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -96086.000000 Penalty: 3588.866943
	Iteration 16F: 3 clusters Score -96086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Entering Unmasked Estep 
Score: -543808.812500 Penalty: 2225.736816
	Iteration 0F: 2 clusters Score -543808.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -537492.000000 Penalty: 4451.473633
	Iteration 0F: 3 clusters Score -537492 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -539353.062500 Penalty: 4451.473633
	Iteration 1F: 3 clusters Score -539353.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -539681.375000 Penalty: 4451.473633
	Iteration 2F: 3 clusters Score -539681.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -539943.125000 Penalty: 4451.473633
	Iteration 3F: 3 clusters Score -539943.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -540187.062500 Penalty: 4451.473633
	Iteration 4Q: 3 clusters Score -540187.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -540419.062500 Penalty: 4451.473633
	Iteration 5Q: 3 clusters Score -540419.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -540671.875000 Penalty: 4451.473633
	Iteration 6Q: 3 clusters Score -540671.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -540969.062500 Penalty: 4451.473633
	Iteration 7Q: 3 clusters Score -540969.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -541232.812500 Penalty: 4451.473633
	Iteration 8Q: 3 clusters Score -541232.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -541507.062500 Penalty: 4451.473633
	Iteration 9Q: 3 clusters Score -541507.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -541756.812500 Penalty: 4451.473633
	Iteration 10Q: 3 clusters Score -541756.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -541957.250000 Penalty: 4451.473633
	Iteration 11Q: 3 clusters Score -541957.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -542115.625000 Penalty: 4451.473633
	Iteration 12Q: 3 clusters Score -542115.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -542214.437500 Penalty: 4451.473633
	Iteration 13Q: 3 clusters Score -542214.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -542279.000000 Penalty: 4451.473633
	Iteration 14Q: 3 clusters Score -542279 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -542328.437500 Penalty: 4451.473633
	Iteration 15Q: 3 clusters Score -542328.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -542378.750000 Penalty: 4451.473633
	Iteration 16Q: 3 clusters Score -542378.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -542419.187500 Penalty: 4451.473633
	Iteration 17Q: 3 clusters Score -542419.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -542450.500000 Penalty: 4451.473633
	Iteration 18Q: 3 clusters Score -542450.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -542478.125000 Penalty: 4451.473633
	Iteration 19Q: 3 clusters Score -542478.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -542504.000000 Penalty: 4451.473633
	Iteration 20F: 3 clusters Score -542504 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -542530.375000 Penalty: 4451.473633
	Iteration 21Q: 3 clusters Score -542530.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -542553.125000 Penalty: 4451.473633
	Iteration 22Q: 3 clusters Score -542553.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -542578.562500 Penalty: 4451.473633
	Iteration 23Q: 3 clusters Score -542578.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -542605.000000 Penalty: 4451.473633
	Iteration 24Q: 3 clusters Score -542605 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -542634.937500 Penalty: 4451.473633
	Iteration 25Q: 3 clusters Score -542634.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -542662.437500 Penalty: 4451.473633
	Iteration 26Q: 3 clusters Score -542662.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -542681.687500 Penalty: 4451.473633
	Iteration 27Q: 3 clusters Score -542681.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -542701.437500 Penalty: 4451.473633
	Iteration 28Q: 3 clusters Score -542701.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -542724.062500 Penalty: 4451.473633
	Iteration 29Q: 3 clusters Score -542724.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -542738.312500 Penalty: 4451.473633
	Iteration 30Q: 3 clusters Score -542738.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -542755.750000 Penalty: 4451.473633
	Iteration 31Q: 3 clusters Score -542755.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -542773.437500 Penalty: 4451.473633
	Iteration 32Q: 3 clusters Score -542773.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -542791.312500 Penalty: 4451.473633
	Iteration 33Q: 3 clusters Score -542791.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -542808.812500 Penalty: 4451.473633
	Iteration 34Q: 3 clusters Score -542808.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -542820.375000 Penalty: 4451.473633
	Iteration 35Q: 3 clusters Score -542820.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -542832.125000 Penalty: 4451.473633
	Iteration 36Q: 3 clusters Score -542832.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -542842.250000 Penalty: 4451.473633
	Iteration 37Q: 3 clusters Score -542842.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -542848.937500 Penalty: 4451.473633
	Iteration 38Q: 3 clusters Score -542848.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -542852.625000 Penalty: 4451.473633
	Iteration 39Q: 3 clusters Score -542852.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -542859.000000 Penalty: 4451.473633
	Iteration 40F: 3 clusters Score -542859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -542864.312500 Penalty: 4451.473633
	Iteration 41Q: 3 clusters Score -542864.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -542871.312500 Penalty: 4451.473633
	Iteration 42Q: 3 clusters Score -542871.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -542874.750000 Penalty: 4451.473633
	Iteration 43Q: 3 clusters Score -542874.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -542881.250000 Penalty: 4451.473633
	Iteration 44Q: 3 clusters Score -542881.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -542890.000000 Penalty: 4451.473633
	Iteration 45Q: 3 clusters Score -542890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -542896.750000 Penalty: 4451.473633
	Iteration 46Q: 3 clusters Score -542896.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -542906.500000 Penalty: 4451.473633
	Iteration 47Q: 3 clusters Score -542906.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -542914.687500 Penalty: 4451.473633
	Iteration 48Q: 3 clusters Score -542914.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -542919.687500 Penalty: 4451.473633
	Iteration 49Q: 3 clusters Score -542919.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -542927.500000 Penalty: 4451.473633
	Iteration 50Q: 3 clusters Score -542927.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -542932.125000 Penalty: 4451.473633
	Iteration 51Q: 3 clusters Score -542932.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -542938.375000 Penalty: 4451.473633
	Iteration 52Q: 3 clusters Score -542938.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -542941.812500 Penalty: 4451.473633
	Iteration 53Q: 3 clusters Score -542941.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -542945.062500 Penalty: 4451.473633
	Iteration 54Q: 3 clusters Score -542945.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -542946.937500 Penalty: 4451.473633
	Iteration 55Q: 3 clusters Score -542946.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -542947.937500 Penalty: 4451.473633
	Iteration 56Q: 3 clusters Score -542947.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -542949.875000 Penalty: 4451.473633
	Iteration 57Q: 3 clusters Score -542949.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -542950.000000 Penalty: 4451.473633
	Iteration 58Q: 3 clusters Score -542950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -542953.750000 Penalty: 4451.473633
	Iteration 59Q: 3 clusters Score -542953.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -542955.312500 Penalty: 4451.473633
	Iteration 60F: 3 clusters Score -542955.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -542955.312500 Penalty: 4451.473633
	Iteration 61Q: 3 clusters Score -542955.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -542955.875000 Penalty: 4451.473633
	Iteration 62Q: 3 clusters Score -542955.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -542955.875000 Penalty: 4451.473633
	Iteration 63F: 3 clusters Score -542955.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -210642.562500 Penalty: 1994.828369
	Iteration 0F: 2 clusters Score -210642.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -207338.156250 Penalty: 3989.656738
	Iteration 0F: 3 clusters Score -207338.2 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -208359.765625 Penalty: 3989.656738
	Iteration 1F: 3 clusters Score -208359.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -209128.937500 Penalty: 3989.656738
	Iteration 2F: 3 clusters Score -209128.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -209855.312500 Penalty: 3989.656738
	Iteration 3F: 3 clusters Score -209855.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -210194.953125 Penalty: 3989.656738
	Iteration 4F: 3 clusters Score -210195 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -210388.500000 Penalty: 3989.656738
	Iteration 5F: 3 clusters Score -210388.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -210538.140625 Penalty: 3989.656738
	Iteration 6Q: 3 clusters Score -210538.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -210690.406250 Penalty: 3989.656738
	Iteration 7Q: 3 clusters Score -210690.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -210893.640625 Penalty: 3989.656738
	Iteration 8Q: 3 clusters Score -210893.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -211090.109375 Penalty: 3989.656738
	Iteration 9Q: 3 clusters Score -211090.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -211224.078125 Penalty: 3989.656738
	Iteration 10Q: 3 clusters Score -211224.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -211316.859375 Penalty: 3989.656738
	Iteration 11Q: 3 clusters Score -211316.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -211403.390625 Penalty: 3989.656738
	Iteration 12Q: 3 clusters Score -211403.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -211473.703125 Penalty: 3989.656738
	Iteration 13Q: 3 clusters Score -211473.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -211512.562500 Penalty: 3989.656738
	Iteration 14Q: 3 clusters Score -211512.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -211539.015625 Penalty: 3989.656738
	Iteration 15Q: 3 clusters Score -211539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -211551.484375 Penalty: 3989.656738
	Iteration 16Q: 3 clusters Score -211551.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -211563.640625 Penalty: 3989.656738
	Iteration 17Q: 3 clusters Score -211563.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -211566.796875 Penalty: 3989.656738
	Iteration 18Q: 3 clusters Score -211566.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -211573.562500 Penalty: 3989.656738
	Iteration 19Q: 3 clusters Score -211573.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -211579.140625 Penalty: 3989.656738
	Iteration 20F: 3 clusters Score -211579.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -211582.000000 Penalty: 3989.656738
	Iteration 21Q: 3 clusters Score -211582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -211582.000000 Penalty: 3989.656738
	Iteration 22F: 3 clusters Score -211582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7316 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 130845 members 
Mstep: Class 5 contains 27886 members 
Mstep: Class 6 contains 54830 members 
Mstep: Class 7 contains 28545 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 198960 members 
Mstep: Class 10 contains 10090 members 
Mstep: Class 11 contains 80619 members 
Mstep: Class 12 contains 23619 members 
Mstep: Class 13 contains 10462 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 45395 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6564 members 
Mstep: Class 18 contains 207227 members 
Mstep: Class 19 contains 388050 members 
Mstep: Class 20 contains 2126 members 
Mstep: Class 21 contains 5845 members 
Mstep: Class 22 contains 3449 members 
Mstep: Class 23 contains 28218 members 
Mstep: Class 24 contains 4618 members 
Mstep: Class 25 contains 8919 members 
Mstep: Class 26 contains 18311 members 
Mstep: Class 27 contains 13932 members 
Mstep: Class 28 contains 17065 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 7901 members 
Mstep: Class 31 contains 1987 members 
Mstep: Class 32 contains 4942 members 
Mstep: Class 33 contains 13022 members 
Mstep: Class 34 contains 3686 members 
Mstep: Class 35 contains 8215 members 
Mstep: Class 36 contains 6229 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3555 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2337 members 
Mstep: Class 41 contains 12446 members 
Mstep: Class 42 contains 4571 members 
Mstep: Class 43 contains 3651 members 
Entering Unmasked Estep 
Score: -102282936.000000 Penalty: 151038.062500
Splitting cluster 31 changes total score from -102283304.000000 to -102282936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (4942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Entering Unmasked Estep 
Score: -368962.718750 Penalty: 2109.370361
	Iteration 0F: 2 clusters Score -368962.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -364551.093750 Penalty: 4218.740723
	Iteration 0F: 3 clusters Score -364551.1 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -365591.656250 Penalty: 4218.740723
	Iteration 1F: 3 clusters Score -365591.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -365800.218750 Penalty: 4218.740723
	Iteration 2F: 3 clusters Score -365800.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -365936.062500 Penalty: 4218.740723
	Iteration 3Q: 3 clusters Score -365936.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -366045.500000 Penalty: 4218.740723
	Iteration 4Q: 3 clusters Score -366045.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -366145.187500 Penalty: 4218.740723
	Iteration 5Q: 3 clusters Score -366145.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -366211.875000 Penalty: 4218.740723
	Iteration 6Q: 3 clusters Score -366211.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -366271.343750 Penalty: 4218.740723
	Iteration 7Q: 3 clusters Score -366271.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -366322.937500 Penalty: 4218.740723
	Iteration 8Q: 3 clusters Score -366322.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -366359.656250 Penalty: 4218.740723
	Iteration 9Q: 3 clusters Score -366359.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -366392.750000 Penalty: 4218.740723
	Iteration 10Q: 3 clusters Score -366392.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -366436.000000 Penalty: 4218.740723
	Iteration 11Q: 3 clusters Score -366436 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -366479.375000 Penalty: 4218.740723
	Iteration 12Q: 3 clusters Score -366479.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -366523.218750 Penalty: 4218.740723
	Iteration 13Q: 3 clusters Score -366523.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -366569.281250 Penalty: 4218.740723
	Iteration 14Q: 3 clusters Score -366569.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -366616.531250 Penalty: 4218.740723
	Iteration 15Q: 3 clusters Score -366616.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -366664.125000 Penalty: 4218.740723
	Iteration 16Q: 3 clusters Score -366664.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -366707.187500 Penalty: 4218.740723
	Iteration 17Q: 3 clusters Score -366707.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -366754.656250 Penalty: 4218.740723
	Iteration 18Q: 3 clusters Score -366754.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -366799.781250 Penalty: 4218.740723
	Iteration 19Q: 3 clusters Score -366799.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -366831.750000 Penalty: 4218.740723
	Iteration 20F: 3 clusters Score -366831.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -366868.281250 Penalty: 4218.740723
	Iteration 21Q: 3 clusters Score -366868.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -366899.250000 Penalty: 4218.740723
	Iteration 22Q: 3 clusters Score -366899.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -366938.156250 Penalty: 4218.740723
	Iteration 23Q: 3 clusters Score -366938.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -366977.843750 Penalty: 4218.740723
	Iteration 24Q: 3 clusters Score -366977.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -367023.500000 Penalty: 4218.740723
	Iteration 25Q: 3 clusters Score -367023.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -367059.281250 Penalty: 4218.740723
	Iteration 26Q: 3 clusters Score -367059.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -367084.187500 Penalty: 4218.740723
	Iteration 27Q: 3 clusters Score -367084.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -367110.937500 Penalty: 4218.740723
	Iteration 28Q: 3 clusters Score -367110.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -367133.437500 Penalty: 4218.740723
	Iteration 29Q: 3 clusters Score -367133.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -367148.093750 Penalty: 4218.740723
	Iteration 30Q: 3 clusters Score -367148.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -367160.843750 Penalty: 4218.740723
	Iteration 31Q: 3 clusters Score -367160.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -367172.093750 Penalty: 4218.740723
	Iteration 32Q: 3 clusters Score -367172.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -367178.781250 Penalty: 4218.740723
	Iteration 33Q: 3 clusters Score -367178.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -367185.656250 Penalty: 4218.740723
	Iteration 34Q: 3 clusters Score -367185.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -367193.875000 Penalty: 4218.740723
	Iteration 35Q: 3 clusters Score -367193.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -367202.156250 Penalty: 4218.740723
	Iteration 36Q: 3 clusters Score -367202.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -367207.625000 Penalty: 4218.740723
	Iteration 37Q: 3 clusters Score -367207.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -367210.187500 Penalty: 4218.740723
	Iteration 38Q: 3 clusters Score -367210.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -367212.156250 Penalty: 4218.740723
	Iteration 39Q: 3 clusters Score -367212.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -367215.875000 Penalty: 4218.740723
	Iteration 40F: 3 clusters Score -367215.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -367220.968750 Penalty: 4218.740723
	Iteration 41Q: 3 clusters Score -367221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -367224.906250 Penalty: 4218.740723
	Iteration 42Q: 3 clusters Score -367224.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -367227.625000 Penalty: 4218.740723
	Iteration 43Q: 3 clusters Score -367227.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -367230.312500 Penalty: 4218.740723
	Iteration 44Q: 3 clusters Score -367230.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -367231.843750 Penalty: 4218.740723
	Iteration 45Q: 3 clusters Score -367231.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -367233.875000 Penalty: 4218.740723
	Iteration 46Q: 3 clusters Score -367233.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -367234.125000 Penalty: 4218.740723
	Iteration 47Q: 3 clusters Score -367234.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -367234.718750 Penalty: 4218.740723
	Iteration 48Q: 3 clusters Score -367234.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -367236.562500 Penalty: 4218.740723
	Iteration 49Q: 3 clusters Score -367236.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -367237.531250 Penalty: 4218.740723
	Iteration 50Q: 3 clusters Score -367237.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -367238.375000 Penalty: 4218.740723
	Iteration 51Q: 3 clusters Score -367238.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -367240.156250 Penalty: 4218.740723
	Iteration 52Q: 3 clusters Score -367240.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -367240.875000 Penalty: 4218.740723
	Iteration 53Q: 3 clusters Score -367240.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -367240.875000 Penalty: 4218.740723
	Iteration 54F: 3 clusters Score -367240.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Entering Unmasked Estep 
Score: -961904.687500 Penalty: 2349.650146
	Iteration 0F: 2 clusters Score -961904.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -952396.000000 Penalty: 4699.300293
	Iteration 0F: 3 clusters Score -952396 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -955388.812500 Penalty: 4699.300293
	Iteration 1F: 3 clusters Score -955388.8 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -955913.062500 Penalty: 4699.300293
	Iteration 2F: 3 clusters Score -955913.1 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -956444.875000 Penalty: 4699.300293
	Iteration 3F: 3 clusters Score -956444.9 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -957045.000000 Penalty: 4699.300293
	Iteration 4F: 3 clusters Score -957045 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -957657.875000 Penalty: 4699.300293
	Iteration 5F: 3 clusters Score -957657.9 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -958146.312500 Penalty: 4699.300293
	Iteration 6F: 3 clusters Score -958146.3 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -958535.687500 Penalty: 4699.300293
	Iteration 7F: 3 clusters Score -958535.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -958792.562500 Penalty: 4699.300293
	Iteration 8Q: 3 clusters Score -958792.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -958979.687500 Penalty: 4699.300293
	Iteration 9Q: 3 clusters Score -958979.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -959104.375000 Penalty: 4699.300293
	Iteration 10Q: 3 clusters Score -959104.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -959197.875000 Penalty: 4699.300293
	Iteration 11Q: 3 clusters Score -959197.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -959294.750000 Penalty: 4699.300293
	Iteration 12Q: 3 clusters Score -959294.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -959376.187500 Penalty: 4699.300293
	Iteration 13Q: 3 clusters Score -959376.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -959438.687500 Penalty: 4699.300293
	Iteration 14Q: 3 clusters Score -959438.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -959480.937500 Penalty: 4699.300293
	Iteration 15Q: 3 clusters Score -959480.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -959518.625000 Penalty: 4699.300293
	Iteration 16Q: 3 clusters Score -959518.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -959559.000000 Penalty: 4699.300293
	Iteration 17Q: 3 clusters Score -959559 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -959592.812500 Penalty: 4699.300293
	Iteration 18Q: 3 clusters Score -959592.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -959624.500000 Penalty: 4699.300293
	Iteration 19Q: 3 clusters Score -959624.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -959651.437500 Penalty: 4699.300293
	Iteration 20F: 3 clusters Score -959651.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -959670.812500 Penalty: 4699.300293
	Iteration 21Q: 3 clusters Score -959670.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -959698.687500 Penalty: 4699.300293
	Iteration 22Q: 3 clusters Score -959698.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -959719.125000 Penalty: 4699.300293
	Iteration 23Q: 3 clusters Score -959719.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -959737.750000 Penalty: 4699.300293
	Iteration 24Q: 3 clusters Score -959737.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -959752.875000 Penalty: 4699.300293
	Iteration 25Q: 3 clusters Score -959752.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -959766.562500 Penalty: 4699.300293
	Iteration 26Q: 3 clusters Score -959766.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -959783.750000 Penalty: 4699.300293
	Iteration 27Q: 3 clusters Score -959783.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -959792.875000 Penalty: 4699.300293
	Iteration 28Q: 3 clusters Score -959792.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -959800.875000 Penalty: 4699.300293
	Iteration 29Q: 3 clusters Score -959800.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -959809.687500 Penalty: 4699.300293
	Iteration 30Q: 3 clusters Score -959809.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -959821.625000 Penalty: 4699.300293
	Iteration 31Q: 3 clusters Score -959821.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -959831.625000 Penalty: 4699.300293
	Iteration 32Q: 3 clusters Score -959831.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -959840.562500 Penalty: 4699.300293
	Iteration 33Q: 3 clusters Score -959840.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -959845.875000 Penalty: 4699.300293
	Iteration 34Q: 3 clusters Score -959845.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -959854.312500 Penalty: 4699.300293
	Iteration 35Q: 3 clusters Score -959854.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -959860.500000 Penalty: 4699.300293
	Iteration 36Q: 3 clusters Score -959860.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -959865.875000 Penalty: 4699.300293
	Iteration 37Q: 3 clusters Score -959865.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -959865.312500 Penalty: 4699.300293
	Iteration 38Q: 3 clusters Score -959865.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -959869.000000 Penalty: 4699.300293
	Iteration 39Q: 3 clusters Score -959869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -959868.750000 Penalty: 4699.300293
	Iteration 40F: 3 clusters Score -959868.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -959871.375000 Penalty: 4699.300293
	Iteration 41Q: 3 clusters Score -959871.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -959871.375000 Penalty: 4699.300293
	Iteration 42F: 3 clusters Score -959871.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -215598.015625 Penalty: 2036.649780
	Iteration 0F: 2 clusters Score -215598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -211964.890625 Penalty: 4073.299561
	Iteration 0F: 3 clusters Score -211964.9 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -213023.640625 Penalty: 4073.299561
	Iteration 1F: 3 clusters Score -213023.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -213353.859375 Penalty: 4073.299561
	Iteration 2F: 3 clusters Score -213353.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -213548.390625 Penalty: 4073.299561
	Iteration 3F: 3 clusters Score -213548.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -213745.921875 Penalty: 4073.299561
	Iteration 4Q: 3 clusters Score -213745.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -213953.437500 Penalty: 4073.299561
	Iteration 5Q: 3 clusters Score -213953.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -214265.796875 Penalty: 4073.299561
	Iteration 6F: 3 clusters Score -214265.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -214696.656250 Penalty: 4073.299561
	Iteration 7F: 3 clusters Score -214696.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -215110.359375 Penalty: 4073.299561
	Iteration 8F: 3 clusters Score -215110.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -215430.609375 Penalty: 4073.299561
	Iteration 9F: 3 clusters Score -215430.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -215763.359375 Penalty: 4073.299561
	Iteration 10Q: 3 clusters Score -215763.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -215963.906250 Penalty: 4073.299561
	Iteration 11Q: 3 clusters Score -215963.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -216088.265625 Penalty: 4073.299561
	Iteration 12Q: 3 clusters Score -216088.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -216242.906250 Penalty: 4073.299561
	Iteration 13Q: 3 clusters Score -216242.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -216351.375000 Penalty: 4073.299561
	Iteration 14Q: 3 clusters Score -216351.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -216409.218750 Penalty: 4073.299561
	Iteration 15Q: 3 clusters Score -216409.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -216442.937500 Penalty: 4073.299561
	Iteration 16Q: 3 clusters Score -216442.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -216455.000000 Penalty: 4073.299561
	Iteration 17Q: 3 clusters Score -216455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -216459.890625 Penalty: 4073.299561
	Iteration 18Q: 3 clusters Score -216459.9 nChanged 2
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: -216461.046875 Penalty: 4073.299561
	Iteration 19Q: 3 clusters Score -216461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -216461.125000 Penalty: 4073.299561
	Iteration 20F: 3 clusters Score -216461.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7316 members 
Mstep: Class 3 contains 691 members 
Mstep: Class 4 contains 130845 members 
Mstep: Class 5 contains 27886 members 
Mstep: Class 6 contains 54830 members 
Mstep: Class 7 contains 28545 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 198960 members 
Mstep: Class 10 contains 10090 members 
Mstep: Class 11 contains 80619 members 
Mstep: Class 12 contains 23619 members 
Mstep: Class 13 contains 10462 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 45395 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6564 members 
Mstep: Class 18 contains 207227 members 
Mstep: Class 19 contains 388050 members 
Mstep: Class 20 contains 2126 members 
Mstep: Class 21 contains 5845 members 
Mstep: Class 22 contains 3449 members 
Mstep: Class 23 contains 28218 members 
Mstep: Class 24 contains 4618 members 
Mstep: Class 25 contains 8919 members 
Mstep: Class 26 contains 18311 members 
Mstep: Class 27 contains 13932 members 
Mstep: Class 28 contains 17065 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 7901 members 
Mstep: Class 31 contains 3114 members 
Mstep: Class 32 contains 4942 members 
Mstep: Class 33 contains 13022 members 
Mstep: Class 34 contains 2995 members 
Mstep: Class 35 contains 8215 members 
Mstep: Class 36 contains 6229 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3555 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2337 members 
Mstep: Class 41 contains 12446 members 
Mstep: Class 42 contains 4571 members 
Mstep: Class 43 contains 3651 members 
Entering Unmasked Estep 
Score: -102282728.000000 Penalty: 151038.062500
Splitting cluster 34 changes total score from -102283304.000000 to -102282728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (8215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Entering Unmasked Estep 
Score: -624438.062500 Penalty: 2235.401855
	Iteration 0F: 2 clusters Score -624438.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -617853.562500 Penalty: 4470.803711
	Iteration 0F: 3 clusters Score -617853.6 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -619640.000000 Penalty: 4470.803711
	Iteration 1F: 3 clusters Score -619640 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -619944.937500 Penalty: 4470.803711
	Iteration 2F: 3 clusters Score -619944.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -620147.312500 Penalty: 4470.803711
	Iteration 3F: 3 clusters Score -620147.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -620290.062500 Penalty: 4470.803711
	Iteration 4Q: 3 clusters Score -620290.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -620393.500000 Penalty: 4470.803711
	Iteration 5Q: 3 clusters Score -620393.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -620479.875000 Penalty: 4470.803711
	Iteration 6Q: 3 clusters Score -620479.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -620566.687500 Penalty: 4470.803711
	Iteration 7Q: 3 clusters Score -620566.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -620671.687500 Penalty: 4470.803711
	Iteration 8Q: 3 clusters Score -620671.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -620807.375000 Penalty: 4470.803711
	Iteration 9Q: 3 clusters Score -620807.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -620939.062500 Penalty: 4470.803711
	Iteration 10Q: 3 clusters Score -620939.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -621080.937500 Penalty: 4470.803711
	Iteration 11Q: 3 clusters Score -621080.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -621243.687500 Penalty: 4470.803711
	Iteration 12Q: 3 clusters Score -621243.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -621445.500000 Penalty: 4470.803711
	Iteration 13Q: 3 clusters Score -621445.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -621636.437500 Penalty: 4470.803711
	Iteration 14Q: 3 clusters Score -621636.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -621799.687500 Penalty: 4470.803711
	Iteration 15Q: 3 clusters Score -621799.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -621940.000000 Penalty: 4470.803711
	Iteration 16Q: 3 clusters Score -621940 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -622050.125000 Penalty: 4470.803711
	Iteration 17Q: 3 clusters Score -622050.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -622135.875000 Penalty: 4470.803711
	Iteration 18Q: 3 clusters Score -622135.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -622221.125000 Penalty: 4470.803711
	Iteration 19Q: 3 clusters Score -622221.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -622295.625000 Penalty: 4470.803711
	Iteration 20F: 3 clusters Score -622295.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -622341.750000 Penalty: 4470.803711
	Iteration 21Q: 3 clusters Score -622341.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -622375.937500 Penalty: 4470.803711
	Iteration 22Q: 3 clusters Score -622375.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -622404.187500 Penalty: 4470.803711
	Iteration 23Q: 3 clusters Score -622404.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -622419.750000 Penalty: 4470.803711
	Iteration 24Q: 3 clusters Score -622419.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -622438.437500 Penalty: 4470.803711
	Iteration 25Q: 3 clusters Score -622438.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -622448.187500 Penalty: 4470.803711
	Iteration 26Q: 3 clusters Score -622448.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -622460.937500 Penalty: 4470.803711
	Iteration 27Q: 3 clusters Score -622460.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -622467.437500 Penalty: 4470.803711
	Iteration 28Q: 3 clusters Score -622467.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -622478.875000 Penalty: 4470.803711
	Iteration 29Q: 3 clusters Score -622478.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -622485.750000 Penalty: 4470.803711
	Iteration 30Q: 3 clusters Score -622485.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -622488.187500 Penalty: 4470.803711
	Iteration 31Q: 3 clusters Score -622488.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -622493.187500 Penalty: 4470.803711
	Iteration 32Q: 3 clusters Score -622493.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -622494.250000 Penalty: 4470.803711
	Iteration 33Q: 3 clusters Score -622494.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -622495.687500 Penalty: 4470.803711
	Iteration 34Q: 3 clusters Score -622495.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -622496.875000 Penalty: 4470.803711
	Iteration 35Q: 3 clusters Score -622496.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -622500.000000 Penalty: 4470.803711
	Iteration 36Q: 3 clusters Score -622500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -622499.500000 Penalty: 4470.803711
	Iteration 37Q: 3 clusters Score -622499.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -622499.500000 Penalty: 4470.803711
	Iteration 38F: 3 clusters Score -622499.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Entering Unmasked Estep 
Score: -466370.968750 Penalty: 2166.768799
	Iteration 0F: 2 clusters Score -466371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -461091.125000 Penalty: 4333.537598
	Iteration 0F: 3 clusters Score -461091.1 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -462458.843750 Penalty: 4333.537598
	Iteration 1F: 3 clusters Score -462458.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -462653.718750 Penalty: 4333.537598
	Iteration 2F: 3 clusters Score -462653.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -462767.812500 Penalty: 4333.537598
	Iteration 3Q: 3 clusters Score -462767.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -462853.593750 Penalty: 4333.537598
	Iteration 4Q: 3 clusters Score -462853.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -462909.281250 Penalty: 4333.537598
	Iteration 5Q: 3 clusters Score -462909.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -462948.968750 Penalty: 4333.537598
	Iteration 6Q: 3 clusters Score -462949 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -462986.250000 Penalty: 4333.537598
	Iteration 7Q: 3 clusters Score -462986.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -463021.187500 Penalty: 4333.537598
	Iteration 8Q: 3 clusters Score -463021.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -463048.593750 Penalty: 4333.537598
	Iteration 9Q: 3 clusters Score -463048.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -463071.593750 Penalty: 4333.537598
	Iteration 10Q: 3 clusters Score -463071.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -463094.125000 Penalty: 4333.537598
	Iteration 11Q: 3 clusters Score -463094.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -463111.031250 Penalty: 4333.537598
	Iteration 12Q: 3 clusters Score -463111 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -463124.968750 Penalty: 4333.537598
	Iteration 13Q: 3 clusters Score -463125 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -463136.250000 Penalty: 4333.537598
	Iteration 14Q: 3 clusters Score -463136.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -463144.562500 Penalty: 4333.537598
	Iteration 15Q: 3 clusters Score -463144.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -463150.875000 Penalty: 4333.537598
	Iteration 16Q: 3 clusters Score -463150.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -463156.218750 Penalty: 4333.537598
	Iteration 17Q: 3 clusters Score -463156.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -463161.312500 Penalty: 4333.537598
	Iteration 18Q: 3 clusters Score -463161.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -463171.562500 Penalty: 4333.537598
	Iteration 19Q: 3 clusters Score -463171.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -463180.531250 Penalty: 4333.537598
	Iteration 20F: 3 clusters Score -463180.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -463192.437500 Penalty: 4333.537598
	Iteration 21Q: 3 clusters Score -463192.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -463204.187500 Penalty: 4333.537598
	Iteration 22Q: 3 clusters Score -463204.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -463216.750000 Penalty: 4333.537598
	Iteration 23Q: 3 clusters Score -463216.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -463228.187500 Penalty: 4333.537598
	Iteration 24Q: 3 clusters Score -463228.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -463239.968750 Penalty: 4333.537598
	Iteration 25Q: 3 clusters Score -463240 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -463253.593750 Penalty: 4333.537598
	Iteration 26Q: 3 clusters Score -463253.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -463270.843750 Penalty: 4333.537598
	Iteration 27Q: 3 clusters Score -463270.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -463296.781250 Penalty: 4333.537598
	Iteration 28Q: 3 clusters Score -463296.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -463335.375000 Penalty: 4333.537598
	Iteration 29Q: 3 clusters Score -463335.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -463384.343750 Penalty: 4333.537598
	Iteration 30Q: 3 clusters Score -463384.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -463422.062500 Penalty: 4333.537598
	Iteration 31Q: 3 clusters Score -463422.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -463470.718750 Penalty: 4333.537598
	Iteration 32Q: 3 clusters Score -463470.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -463510.375000 Penalty: 4333.537598
	Iteration 33Q: 3 clusters Score -463510.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -463549.750000 Penalty: 4333.537598
	Iteration 34Q: 3 clusters Score -463549.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -463598.906250 Penalty: 4333.537598
	Iteration 35Q: 3 clusters Score -463598.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -463648.875000 Penalty: 4333.537598
	Iteration 36Q: 3 clusters Score -463648.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -463693.812500 Penalty: 4333.537598
	Iteration 37Q: 3 clusters Score -463693.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -463739.500000 Penalty: 4333.537598
	Iteration 38Q: 3 clusters Score -463739.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -463783.781250 Penalty: 4333.537598
	Iteration 39Q: 3 clusters Score -463783.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -463834.718750 Penalty: 4333.537598
	Iteration 40F: 3 clusters Score -463834.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -463873.312500 Penalty: 4333.537598
	Iteration 41Q: 3 clusters Score -463873.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -463905.781250 Penalty: 4333.537598
	Iteration 42Q: 3 clusters Score -463905.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -463929.843750 Penalty: 4333.537598
	Iteration 43Q: 3 clusters Score -463929.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -463952.656250 Penalty: 4333.537598
	Iteration 44Q: 3 clusters Score -463952.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -463978.000000 Penalty: 4333.537598
	Iteration 45Q: 3 clusters Score -463978 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -463998.250000 Penalty: 4333.537598
	Iteration 46Q: 3 clusters Score -463998.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -464015.187500 Penalty: 4333.537598
	Iteration 47Q: 3 clusters Score -464015.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -464029.718750 Penalty: 4333.537598
	Iteration 48Q: 3 clusters Score -464029.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -464045.812500 Penalty: 4333.537598
	Iteration 49Q: 3 clusters Score -464045.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -464073.750000 Penalty: 4333.537598
	Iteration 50Q: 3 clusters Score -464073.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -464098.593750 Penalty: 4333.537598
	Iteration 51Q: 3 clusters Score -464098.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -464119.500000 Penalty: 4333.537598
	Iteration 52Q: 3 clusters Score -464119.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -464139.500000 Penalty: 4333.537598
	Iteration 53Q: 3 clusters Score -464139.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -464163.406250 Penalty: 4333.537598
	Iteration 54Q: 3 clusters Score -464163.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -464189.656250 Penalty: 4333.537598
	Iteration 55Q: 3 clusters Score -464189.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -464217.343750 Penalty: 4333.537598
	Iteration 56Q: 3 clusters Score -464217.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -464235.812500 Penalty: 4333.537598
	Iteration 57Q: 3 clusters Score -464235.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -464254.781250 Penalty: 4333.537598
	Iteration 58Q: 3 clusters Score -464254.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -464273.062500 Penalty: 4333.537598
	Iteration 59Q: 3 clusters Score -464273.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -464294.000000 Penalty: 4333.537598
	Iteration 60F: 3 clusters Score -464294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -464307.187500 Penalty: 4333.537598
	Iteration 61Q: 3 clusters Score -464307.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -464318.906250 Penalty: 4333.537598
	Iteration 62Q: 3 clusters Score -464318.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -464329.062500 Penalty: 4333.537598
	Iteration 63Q: 3 clusters Score -464329.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -464341.218750 Penalty: 4333.537598
	Iteration 64Q: 3 clusters Score -464341.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -464351.468750 Penalty: 4333.537598
	Iteration 65Q: 3 clusters Score -464351.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -464360.156250 Penalty: 4333.537598
	Iteration 66Q: 3 clusters Score -464360.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -464367.718750 Penalty: 4333.537598
	Iteration 67Q: 3 clusters Score -464367.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -464372.906250 Penalty: 4333.537598
	Iteration 68Q: 3 clusters Score -464372.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -464383.000000 Penalty: 4333.537598
	Iteration 69Q: 3 clusters Score -464383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -464393.281250 Penalty: 4333.537598
	Iteration 70Q: 3 clusters Score -464393.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -464406.000000 Penalty: 4333.537598
	Iteration 71Q: 3 clusters Score -464406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -464416.343750 Penalty: 4333.537598
	Iteration 72Q: 3 clusters Score -464416.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -464423.812500 Penalty: 4333.537598
	Iteration 73Q: 3 clusters Score -464423.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -464430.062500 Penalty: 4333.537598
	Iteration 74Q: 3 clusters Score -464430.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -464437.312500 Penalty: 4333.537598
	Iteration 75Q: 3 clusters Score -464437.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -464443.093750 Penalty: 4333.537598
	Iteration 76Q: 3 clusters Score -464443.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -464447.156250 Penalty: 4333.537598
	Iteration 77Q: 3 clusters Score -464447.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -464449.656250 Penalty: 4333.537598
	Iteration 78Q: 3 clusters Score -464449.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -464450.500000 Penalty: 4333.537598
	Iteration 79Q: 3 clusters Score -464450.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -464452.593750 Penalty: 4333.537598
	Iteration 80F: 3 clusters Score -464452.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -464458.375000 Penalty: 4333.537598
	Iteration 81Q: 3 clusters Score -464458.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -464462.093750 Penalty: 4333.537598
	Iteration 82Q: 3 clusters Score -464462.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -464465.218750 Penalty: 4333.537598
	Iteration 83Q: 3 clusters Score -464465.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -464467.125000 Penalty: 4333.537598
	Iteration 84Q: 3 clusters Score -464467.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -464467.750000 Penalty: 4333.537598
	Iteration 85Q: 3 clusters Score -464467.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -464467.750000 Penalty: 4333.537598
	Iteration 86Q: 3 clusters Score -464467.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -464468.312500 Penalty: 4333.537598
	Iteration 87Q: 3 clusters Score -464468.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -464468.312500 Penalty: 4333.537598
	Iteration 88F: 3 clusters Score -464468.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Entering Unmasked Estep 
Score: -198584.453125 Penalty: 1964.990356
	Iteration 0F: 2 clusters Score -198584.5 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 1372 members 
Entering Unmasked Estep 
Score: -195456.781250 Penalty: 3929.980713
	Iteration 0F: 3 clusters Score -195456.8 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -196163.609375 Penalty: 3929.980713
	Iteration 1F: 3 clusters Score -196163.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -196401.531250 Penalty: 3929.980713
	Iteration 2F: 3 clusters Score -196401.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -196681.546875 Penalty: 3929.980713
	Iteration 3F: 3 clusters Score -196681.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -197042.093750 Penalty: 3929.980713
	Iteration 4F: 3 clusters Score -197042.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -197339.625000 Penalty: 3929.980713
	Iteration 5F: 3 clusters Score -197339.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -197554.265625 Penalty: 3929.980713
	Iteration 6F: 3 clusters Score -197554.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -197701.203125 Penalty: 3929.980713
	Iteration 7Q: 3 clusters Score -197701.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -197816.687500 Penalty: 3929.980713
	Iteration 8Q: 3 clusters Score -197816.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -197891.750000 Penalty: 3929.980713
	Iteration 9Q: 3 clusters Score -197891.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -197940.296875 Penalty: 3929.980713
	Iteration 10Q: 3 clusters Score -197940.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -197982.562500 Penalty: 3929.980713
	Iteration 11Q: 3 clusters Score -197982.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -198031.625000 Penalty: 3929.980713
	Iteration 12Q: 3 clusters Score -198031.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -198069.562500 Penalty: 3929.980713
	Iteration 13Q: 3 clusters Score -198069.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -198101.000000 Penalty: 3929.980713
	Iteration 14Q: 3 clusters Score -198101 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -198131.968750 Penalty: 3929.980713
	Iteration 15Q: 3 clusters Score -198132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -198214.500000 Penalty: 3929.980713
	Iteration 16Q: 3 clusters Score -198214.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -198474.250000 Penalty: 3929.980713
	Iteration 17Q: 3 clusters Score -198474.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -198679.406250 Penalty: 3929.980713
	Iteration 18Q: 3 clusters Score -198679.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -198747.765625 Penalty: 3929.980713
	Iteration 19Q: 3 clusters Score -198747.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -198761.234375 Penalty: 3929.980713
	Iteration 20F: 3 clusters Score -198761.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -198762.765625 Penalty: 3929.980713
	Iteration 21Q: 3 clusters Score -198762.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -198764.671875 Penalty: 3929.980713
	Iteration 22Q: 3 clusters Score -198764.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -198764.765625 Penalty: 3929.980713
	Iteration 23Q: 3 clusters Score -198764.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -198764.765625 Penalty: 3929.980713
	Iteration 24F: 3 clusters Score -198764.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7316 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 130845 members 
Mstep: Class 5 contains 27886 members 
Mstep: Class 6 contains 54830 members 
Mstep: Class 7 contains 28545 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 198960 members 
Mstep: Class 10 contains 10090 members 
Mstep: Class 11 contains 80619 members 
Mstep: Class 12 contains 23619 members 
Mstep: Class 13 contains 10462 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 45395 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6564 members 
Mstep: Class 18 contains 207227 members 
Mstep: Class 19 contains 388050 members 
Mstep: Class 20 contains 2126 members 
Mstep: Class 21 contains 5845 members 
Mstep: Class 22 contains 3449 members 
Mstep: Class 23 contains 28218 members 
Mstep: Class 24 contains 4618 members 
Mstep: Class 25 contains 8919 members 
Mstep: Class 26 contains 18311 members 
Mstep: Class 27 contains 13932 members 
Mstep: Class 28 contains 17065 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 7901 members 
Mstep: Class 31 contains 3114 members 
Mstep: Class 32 contains 4942 members 
Mstep: Class 33 contains 13022 members 
Mstep: Class 34 contains 3686 members 
Mstep: Class 35 contains 8215 members 
Mstep: Class 36 contains 6229 members 
Mstep: Class 37 contains 1835 members 
Mstep: Class 38 contains 3555 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2337 members 
Mstep: Class 41 contains 12446 members 
Mstep: Class 42 contains 4571 members 
Mstep: Class 43 contains 3651 members 
Entering Unmasked Estep 
Score: -102282192.000000 Penalty: 151038.062500
Splitting cluster 37 changes total score from -102283304.000000 to -102282192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (3555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Entering Unmasked Estep 
Score: -270818.468750 Penalty: 2027.675293
	Iteration 0F: 2 clusters Score -270818.5 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 1809 members 
Entering Unmasked Estep 
Score: -267207.718750 Penalty: 4055.350586
	Iteration 0F: 3 clusters Score -267207.7 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -268000.187500 Penalty: 4055.350586
	Iteration 1F: 3 clusters Score -268000.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -268197.250000 Penalty: 4055.350586
	Iteration 2F: 3 clusters Score -268197.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -268298.656250 Penalty: 4055.350586
	Iteration 3Q: 3 clusters Score -268298.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -268378.156250 Penalty: 4055.350586
	Iteration 4Q: 3 clusters Score -268378.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -268440.750000 Penalty: 4055.350586
	Iteration 5Q: 3 clusters Score -268440.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -268493.187500 Penalty: 4055.350586
	Iteration 6Q: 3 clusters Score -268493.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -268522.750000 Penalty: 4055.350586
	Iteration 7Q: 3 clusters Score -268522.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -268543.187500 Penalty: 4055.350586
	Iteration 8Q: 3 clusters Score -268543.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -268561.218750 Penalty: 4055.350586
	Iteration 9Q: 3 clusters Score -268561.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -268577.812500 Penalty: 4055.350586
	Iteration 10Q: 3 clusters Score -268577.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -268593.062500 Penalty: 4055.350586
	Iteration 11Q: 3 clusters Score -268593.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -268609.250000 Penalty: 4055.350586
	Iteration 12Q: 3 clusters Score -268609.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -268625.750000 Penalty: 4055.350586
	Iteration 13Q: 3 clusters Score -268625.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -268635.625000 Penalty: 4055.350586
	Iteration 14Q: 3 clusters Score -268635.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -268642.750000 Penalty: 4055.350586
	Iteration 15Q: 3 clusters Score -268642.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -268652.531250 Penalty: 4055.350586
	Iteration 16Q: 3 clusters Score -268652.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -268659.062500 Penalty: 4055.350586
	Iteration 17Q: 3 clusters Score -268659.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -268667.312500 Penalty: 4055.350586
	Iteration 18Q: 3 clusters Score -268667.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -268675.406250 Penalty: 4055.350586
	Iteration 19Q: 3 clusters Score -268675.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -268681.531250 Penalty: 4055.350586
	Iteration 20F: 3 clusters Score -268681.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -268688.718750 Penalty: 4055.350586
	Iteration 21Q: 3 clusters Score -268688.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -268694.437500 Penalty: 4055.350586
	Iteration 22Q: 3 clusters Score -268694.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -268698.906250 Penalty: 4055.350586
	Iteration 23Q: 3 clusters Score -268698.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -268700.687500 Penalty: 4055.350586
	Iteration 24Q: 3 clusters Score -268700.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -268702.343750 Penalty: 4055.350586
	Iteration 25Q: 3 clusters Score -268702.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -268704.375000 Penalty: 4055.350586
	Iteration 26Q: 3 clusters Score -268704.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -268705.375000 Penalty: 4055.350586
	Iteration 27Q: 3 clusters Score -268705.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -268706.093750 Penalty: 4055.350586
	Iteration 28Q: 3 clusters Score -268706.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -268706.531250 Penalty: 4055.350586
	Iteration 29Q: 3 clusters Score -268706.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -268706.343750 Penalty: 4055.350586
	Iteration 30Q: 3 clusters Score -268706.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -268706.343750 Penalty: 4055.350586
	Iteration 31F: 3 clusters Score -268706.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Entering Unmasked Estep 
Score: -186524.500000 Penalty: 1960.732422
	Iteration 0F: 2 clusters Score -186524.5 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 1342 members 
Entering Unmasked Estep 
Score: -183436.484375 Penalty: 3921.464844
	Iteration 0F: 3 clusters Score -183436.5 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -184095.453125 Penalty: 3921.464844
	Iteration 1F: 3 clusters Score -184095.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -184341.531250 Penalty: 3921.464844
	Iteration 2F: 3 clusters Score -184341.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -184529.375000 Penalty: 3921.464844
	Iteration 3F: 3 clusters Score -184529.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -184731.312500 Penalty: 3921.464844
	Iteration 4F: 3 clusters Score -184731.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -184889.484375 Penalty: 3921.464844
	Iteration 5Q: 3 clusters Score -184889.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -185057.656250 Penalty: 3921.464844
	Iteration 6Q: 3 clusters Score -185057.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -185252.375000 Penalty: 3921.464844
	Iteration 7F: 3 clusters Score -185252.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -185429.218750 Penalty: 3921.464844
	Iteration 8Q: 3 clusters Score -185429.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -185562.968750 Penalty: 3921.464844
	Iteration 9Q: 3 clusters Score -185563 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -185667.171875 Penalty: 3921.464844
	Iteration 10Q: 3 clusters Score -185667.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -185730.609375 Penalty: 3921.464844
	Iteration 11Q: 3 clusters Score -185730.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -185764.093750 Penalty: 3921.464844
	Iteration 12Q: 3 clusters Score -185764.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -185789.500000 Penalty: 3921.464844
	Iteration 13Q: 3 clusters Score -185789.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -185806.578125 Penalty: 3921.464844
	Iteration 14Q: 3 clusters Score -185806.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -185826.140625 Penalty: 3921.464844
	Iteration 15Q: 3 clusters Score -185826.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -185851.562500 Penalty: 3921.464844
	Iteration 16Q: 3 clusters Score -185851.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -185880.296875 Penalty: 3921.464844
	Iteration 17Q: 3 clusters Score -185880.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -185892.828125 Penalty: 3921.464844
	Iteration 18Q: 3 clusters Score -185892.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -185899.062500 Penalty: 3921.464844
	Iteration 19Q: 3 clusters Score -185899.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -185906.765625 Penalty: 3921.464844
	Iteration 20F: 3 clusters Score -185906.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -185912.921875 Penalty: 3921.464844
	Iteration 21Q: 3 clusters Score -185912.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -185919.125000 Penalty: 3921.464844
	Iteration 22Q: 3 clusters Score -185919.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -185923.765625 Penalty: 3921.464844
	Iteration 23Q: 3 clusters Score -185923.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -185927.218750 Penalty: 3921.464844
	Iteration 24Q: 3 clusters Score -185927.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -185929.953125 Penalty: 3921.464844
	Iteration 25Q: 3 clusters Score -185930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -185933.109375 Penalty: 3921.464844
	Iteration 26Q: 3 clusters Score -185933.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -185933.750000 Penalty: 3921.464844
	Iteration 27Q: 3 clusters Score -185933.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -185933.921875 Penalty: 3921.464844
	Iteration 28Q: 3 clusters Score -185933.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -185933.921875 Penalty: 3921.464844
	Iteration 29F: 3 clusters Score -185933.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Entering Unmasked Estep 
Score: -157127.906250 Penalty: 1923.642578
	Iteration 0F: 2 clusters Score -157127.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -154318.343750 Penalty: 3847.285156
	Iteration 0F: 3 clusters Score -154318.3 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -154807.187500 Penalty: 3847.285156
	Iteration 1F: 3 clusters Score -154807.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -154930.015625 Penalty: 3847.285156
	Iteration 2F: 3 clusters Score -154930 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -155029.671875 Penalty: 3847.285156
	Iteration 3Q: 3 clusters Score -155029.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -155099.265625 Penalty: 3847.285156
	Iteration 4Q: 3 clusters Score -155099.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -155148.406250 Penalty: 3847.285156
	Iteration 5Q: 3 clusters Score -155148.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -155184.812500 Penalty: 3847.285156
	Iteration 6Q: 3 clusters Score -155184.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -155211.187500 Penalty: 3847.285156
	Iteration 7Q: 3 clusters Score -155211.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -155232.234375 Penalty: 3847.285156
	Iteration 8Q: 3 clusters Score -155232.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -155251.812500 Penalty: 3847.285156
	Iteration 9Q: 3 clusters Score -155251.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -155269.703125 Penalty: 3847.285156
	Iteration 10Q: 3 clusters Score -155269.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -155290.562500 Penalty: 3847.285156
	Iteration 11Q: 3 clusters Score -155290.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -155325.359375 Penalty: 3847.285156
	Iteration 12Q: 3 clusters Score -155325.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -155364.656250 Penalty: 3847.285156
	Iteration 13Q: 3 clusters Score -155364.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -155386.406250 Penalty: 3847.285156
	Iteration 14Q: 3 clusters Score -155386.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -155408.609375 Penalty: 3847.285156
	Iteration 15Q: 3 clusters Score -155408.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -155433.640625 Penalty: 3847.285156
	Iteration 16Q: 3 clusters Score -155433.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -155480.390625 Penalty: 3847.285156
	Iteration 17Q: 3 clusters Score -155480.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -155567.625000 Penalty: 3847.285156
	Iteration 18Q: 3 clusters Score -155567.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -155638.656250 Penalty: 3847.285156
	Iteration 19Q: 3 clusters Score -155638.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -155714.250000 Penalty: 3847.285156
	Iteration 20F: 3 clusters Score -155714.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -155786.984375 Penalty: 3847.285156
	Iteration 21Q: 3 clusters Score -155787 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -155858.656250 Penalty: 3847.285156
	Iteration 22Q: 3 clusters Score -155858.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -155921.171875 Penalty: 3847.285156
	Iteration 23Q: 3 clusters Score -155921.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -155978.750000 Penalty: 3847.285156
	Iteration 24Q: 3 clusters Score -155978.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -156029.000000 Penalty: 3847.285156
	Iteration 25Q: 3 clusters Score -156029 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -156069.046875 Penalty: 3847.285156
	Iteration 26Q: 3 clusters Score -156069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -156090.281250 Penalty: 3847.285156
	Iteration 27Q: 3 clusters Score -156090.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -156110.125000 Penalty: 3847.285156
	Iteration 28Q: 3 clusters Score -156110.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -156127.250000 Penalty: 3847.285156
	Iteration 29Q: 3 clusters Score -156127.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -156140.390625 Penalty: 3847.285156
	Iteration 30Q: 3 clusters Score -156140.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -156155.062500 Penalty: 3847.285156
	Iteration 31Q: 3 clusters Score -156155.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -156161.765625 Penalty: 3847.285156
	Iteration 32Q: 3 clusters Score -156161.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -156166.500000 Penalty: 3847.285156
	Iteration 33Q: 3 clusters Score -156166.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -156169.625000 Penalty: 3847.285156
	Iteration 34Q: 3 clusters Score -156169.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -156171.828125 Penalty: 3847.285156
	Iteration 35Q: 3 clusters Score -156171.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -156176.000000 Penalty: 3847.285156
	Iteration 36Q: 3 clusters Score -156176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -156180.546875 Penalty: 3847.285156
	Iteration 37Q: 3 clusters Score -156180.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -156183.656250 Penalty: 3847.285156
	Iteration 38Q: 3 clusters Score -156183.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -156187.718750 Penalty: 3847.285156
	Iteration 39Q: 3 clusters Score -156187.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -156190.750000 Penalty: 3847.285156
	Iteration 40F: 3 clusters Score -156190.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -156191.187500 Penalty: 3847.285156
	Iteration 41Q: 3 clusters Score -156191.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -156191.187500 Penalty: 3847.285156
	Iteration 42F: 3 clusters Score -156191.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (12446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Entering Unmasked Estep 
Score: -943959.062500 Penalty: 2338.430176
	Iteration 0F: 2 clusters Score -943959.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -934771.937500 Penalty: 4676.860352
	Iteration 0F: 3 clusters Score -934771.9 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -937437.000000 Penalty: 4676.860352
	Iteration 1F: 3 clusters Score -937437 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -937733.125000 Penalty: 4676.860352
	Iteration 2F: 3 clusters Score -937733.1 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -937976.625000 Penalty: 4676.860352
	Iteration 3Q: 3 clusters Score -937976.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -938201.937500 Penalty: 4676.860352
	Iteration 4Q: 3 clusters Score -938201.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -938409.437500 Penalty: 4676.860352
	Iteration 5Q: 3 clusters Score -938409.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -938630.750000 Penalty: 4676.860352
	Iteration 6Q: 3 clusters Score -938630.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -938886.437500 Penalty: 4676.860352
	Iteration 7Q: 3 clusters Score -938886.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -939235.875000 Penalty: 4676.860352
	Iteration 8Q: 3 clusters Score -939235.9 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -939660.000000 Penalty: 4676.860352
	Iteration 9F: 3 clusters Score -939660 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -940114.375000 Penalty: 4676.860352
	Iteration 10Q: 3 clusters Score -940114.4 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -940593.562500 Penalty: 4676.860352
	Iteration 11Q: 3 clusters Score -940593.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -941031.812500 Penalty: 4676.860352
	Iteration 12Q: 3 clusters Score -941031.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -941338.062500 Penalty: 4676.860352
	Iteration 13Q: 3 clusters Score -941338.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -941534.562500 Penalty: 4676.860352
	Iteration 14Q: 3 clusters Score -941534.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -941649.875000 Penalty: 4676.860352
	Iteration 15Q: 3 clusters Score -941649.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -941723.375000 Penalty: 4676.860352
	Iteration 16Q: 3 clusters Score -941723.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -941790.375000 Penalty: 4676.860352
	Iteration 17Q: 3 clusters Score -941790.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -941842.500000 Penalty: 4676.860352
	Iteration 18Q: 3 clusters Score -941842.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -941887.312500 Penalty: 4676.860352
	Iteration 19Q: 3 clusters Score -941887.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -941911.750000 Penalty: 4676.860352
	Iteration 20F: 3 clusters Score -941911.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -941934.937500 Penalty: 4676.860352
	Iteration 21Q: 3 clusters Score -941934.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -941954.812500 Penalty: 4676.860352
	Iteration 22Q: 3 clusters Score -941954.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -941976.500000 Penalty: 4676.860352
	Iteration 23Q: 3 clusters Score -941976.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -941986.250000 Penalty: 4676.860352
	Iteration 24Q: 3 clusters Score -941986.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -941997.000000 Penalty: 4676.860352
	Iteration 25Q: 3 clusters Score -941997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -942005.937500 Penalty: 4676.860352
	Iteration 26Q: 3 clusters Score -942005.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -942017.250000 Penalty: 4676.860352
	Iteration 27Q: 3 clusters Score -942017.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -942030.937500 Penalty: 4676.860352
	Iteration 28Q: 3 clusters Score -942030.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -942036.937500 Penalty: 4676.860352
	Iteration 29Q: 3 clusters Score -942036.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -942036.750000 Penalty: 4676.860352
	Iteration 30Q: 3 clusters Score -942036.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -942037.312500 Penalty: 4676.860352
	Iteration 31Q: 3 clusters Score -942037.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -942040.750000 Penalty: 4676.860352
	Iteration 32Q: 3 clusters Score -942040.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -942042.187500 Penalty: 4676.860352
	Iteration 33Q: 3 clusters Score -942042.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -942045.125000 Penalty: 4676.860352
	Iteration 34Q: 3 clusters Score -942045.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -942046.812500 Penalty: 4676.860352
	Iteration 35Q: 3 clusters Score -942046.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -942046.812500 Penalty: 4676.860352
	Iteration 36F: 3 clusters Score -942046.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Entering Unmasked Estep 
Score: -282968.937500 Penalty: 2090.016846
	Iteration 0F: 2 clusters Score -282968.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -278758.156250 Penalty: 4180.033691
	Iteration 0F: 3 clusters Score -278758.2 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -280003.875000 Penalty: 4180.033691
	Iteration 1F: 3 clusters Score -280003.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -280492.437500 Penalty: 4180.033691
	Iteration 2F: 3 clusters Score -280492.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -280962.531250 Penalty: 4180.033691
	Iteration 3F: 3 clusters Score -280962.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -281336.875000 Penalty: 4180.033691
	Iteration 4F: 3 clusters Score -281336.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -281645.500000 Penalty: 4180.033691
	Iteration 5F: 3 clusters Score -281645.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -281892.312500 Penalty: 4180.033691
	Iteration 6F: 3 clusters Score -281892.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -282051.468750 Penalty: 4180.033691
	Iteration 7Q: 3 clusters Score -282051.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -282162.656250 Penalty: 4180.033691
	Iteration 8Q: 3 clusters Score -282162.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -282263.562500 Penalty: 4180.033691
	Iteration 9Q: 3 clusters Score -282263.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -282368.406250 Penalty: 4180.033691
	Iteration 10Q: 3 clusters Score -282368.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -282464.906250 Penalty: 4180.033691
	Iteration 11Q: 3 clusters Score -282464.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -282535.656250 Penalty: 4180.033691
	Iteration 12Q: 3 clusters Score -282535.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -282591.375000 Penalty: 4180.033691
	Iteration 13Q: 3 clusters Score -282591.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -282633.562500 Penalty: 4180.033691
	Iteration 14Q: 3 clusters Score -282633.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -282678.343750 Penalty: 4180.033691
	Iteration 15Q: 3 clusters Score -282678.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -282719.906250 Penalty: 4180.033691
	Iteration 16Q: 3 clusters Score -282719.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -282760.625000 Penalty: 4180.033691
	Iteration 17Q: 3 clusters Score -282760.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -282790.875000 Penalty: 4180.033691
	Iteration 18Q: 3 clusters Score -282790.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -282820.125000 Penalty: 4180.033691
	Iteration 19Q: 3 clusters Score -282820.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -282849.968750 Penalty: 4180.033691
	Iteration 20F: 3 clusters Score -282850 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -282869.718750 Penalty: 4180.033691
	Iteration 21Q: 3 clusters Score -282869.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -282883.625000 Penalty: 4180.033691
	Iteration 22Q: 3 clusters Score -282883.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -282892.437500 Penalty: 4180.033691
	Iteration 23Q: 3 clusters Score -282892.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -282900.343750 Penalty: 4180.033691
	Iteration 24Q: 3 clusters Score -282900.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -282905.812500 Penalty: 4180.033691
	Iteration 25Q: 3 clusters Score -282905.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -282908.437500 Penalty: 4180.033691
	Iteration 26Q: 3 clusters Score -282908.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -282909.062500 Penalty: 4180.033691
	Iteration 27Q: 3 clusters Score -282909.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -282909.937500 Penalty: 4180.033691
	Iteration 28Q: 3 clusters Score -282909.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -282910.656250 Penalty: 4180.033691
	Iteration 29Q: 3 clusters Score -282910.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -282911.281250 Penalty: 4180.033691
	Iteration 30Q: 3 clusters Score -282911.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -282911.281250 Penalty: 4180.033691
	Iteration 31F: 3 clusters Score -282911.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (3651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Entering Unmasked Estep 
Score: -255273.984375 Penalty: 2034.283447
	Iteration 0F: 2 clusters Score -255274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -251595.015625 Penalty: 4068.566895
	Iteration 0F: 3 clusters Score -251595 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -252455.921875 Penalty: 4068.566895
	Iteration 1F: 3 clusters Score -252455.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -252786.421875 Penalty: 4068.566895
	Iteration 2F: 3 clusters Score -252786.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -253052.484375 Penalty: 4068.566895
	Iteration 3F: 3 clusters Score -253052.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -253254.984375 Penalty: 4068.566895
	Iteration 4F: 3 clusters Score -253255 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -253423.546875 Penalty: 4068.566895
	Iteration 5F: 3 clusters Score -253423.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -253588.140625 Penalty: 4068.566895
	Iteration 6Q: 3 clusters Score -253588.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -253725.781250 Penalty: 4068.566895
	Iteration 7Q: 3 clusters Score -253725.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -253923.234375 Penalty: 4068.566895
	Iteration 8Q: 3 clusters Score -253923.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -254210.078125 Penalty: 4068.566895
	Iteration 9Q: 3 clusters Score -254210.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -254385.625000 Penalty: 4068.566895
	Iteration 10Q: 3 clusters Score -254385.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -254486.062500 Penalty: 4068.566895
	Iteration 11Q: 3 clusters Score -254486.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -254530.640625 Penalty: 4068.566895
	Iteration 12Q: 3 clusters Score -254530.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -254559.421875 Penalty: 4068.566895
	Iteration 13Q: 3 clusters Score -254559.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -254576.062500 Penalty: 4068.566895
	Iteration 14Q: 3 clusters Score -254576.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -254587.500000 Penalty: 4068.566895
	Iteration 15Q: 3 clusters Score -254587.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -254601.359375 Penalty: 4068.566895
	Iteration 16Q: 3 clusters Score -254601.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -254613.375000 Penalty: 4068.566895
	Iteration 17Q: 3 clusters Score -254613.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -254623.828125 Penalty: 4068.566895
	Iteration 18Q: 3 clusters Score -254623.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -254629.765625 Penalty: 4068.566895
	Iteration 19Q: 3 clusters Score -254629.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -254633.437500 Penalty: 4068.566895
	Iteration 20F: 3 clusters Score -254633.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -254636.218750 Penalty: 4068.566895
	Iteration 21Q: 3 clusters Score -254636.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -254641.015625 Penalty: 4068.566895
	Iteration 22Q: 3 clusters Score -254641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -254642.640625 Penalty: 4068.566895
	Iteration 23Q: 3 clusters Score -254642.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -254644.718750 Penalty: 4068.566895
	Iteration 24Q: 3 clusters Score -254644.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -254644.515625 Penalty: 4068.566895
	Iteration 25Q: 3 clusters Score -254644.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -254645.546875 Penalty: 4068.566895
	Iteration 26Q: 3 clusters Score -254645.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -254646.000000 Penalty: 4068.566895
	Iteration 27Q: 3 clusters Score -254646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -254646.593750 Penalty: 4068.566895
	Iteration 28Q: 3 clusters Score -254646.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -254648.453125 Penalty: 4068.566895
	Iteration 29Q: 3 clusters Score -254648.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -254650.453125 Penalty: 4068.566895
	Iteration 30Q: 3 clusters Score -254650.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -254650.859375 Penalty: 4068.566895
	Iteration 31Q: 3 clusters Score -254650.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -254651.656250 Penalty: 4068.566895
	Iteration 32Q: 3 clusters Score -254651.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -254651.656250 Penalty: 4068.566895
	Iteration 33F: 3 clusters Score -254651.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7316 members 
Mstep: Class 4 contains 130845 members 
Mstep: Class 5 contains 27886 members 
Mstep: Class 6 contains 54830 members 
Mstep: Class 7 contains 28545 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 198960 members 
Mstep: Class 10 contains 10090 members 
Mstep: Class 11 contains 80619 members 
Mstep: Class 12 contains 23619 members 
Mstep: Class 13 contains 10462 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 45395 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6564 members 
Mstep: Class 18 contains 207227 members 
Mstep: Class 19 contains 388050 members 
Mstep: Class 20 contains 2126 members 
Mstep: Class 21 contains 5845 members 
Mstep: Class 22 contains 3449 members 
Mstep: Class 23 contains 28218 members 
Mstep: Class 24 contains 4618 members 
Mstep: Class 25 contains 8919 members 
Mstep: Class 26 contains 18311 members 
Mstep: Class 27 contains 13932 members 
Mstep: Class 28 contains 17065 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 7901 members 
Mstep: Class 31 contains 3114 members 
Mstep: Class 32 contains 4942 members 
Mstep: Class 33 contains 13022 members 
Mstep: Class 34 contains 3686 members 
Mstep: Class 35 contains 8215 members 
Mstep: Class 36 contains 6229 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3555 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2337 members 
Mstep: Class 41 contains 12446 members 
Mstep: Class 42 contains 4571 members 
Mstep: Class 43 contains 3651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283280.000000 Penalty: 147525.546875
Iteration 119Q: 43 clusters Score -1.022833e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7315 members 
Mstep: Class 4 contains 130844 members 
Mstep: Class 5 contains 27902 members 
Mstep: Class 6 contains 54808 members 
Mstep: Class 7 contains 28532 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 198916 members 
Mstep: Class 10 contains 10080 members 
Mstep: Class 11 contains 80620 members 
Mstep: Class 12 contains 23630 members 
Mstep: Class 13 contains 10461 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 45398 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6575 members 
Mstep: Class 18 contains 207207 members 
Mstep: Class 19 contains 388041 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5855 members 
Mstep: Class 22 contains 3449 members 
Mstep: Class 23 contains 28241 members 
Mstep: Class 24 contains 4626 members 
Mstep: Class 25 contains 8919 members 
Mstep: Class 26 contains 18335 members 
Mstep: Class 27 contains 13927 members 
Mstep: Class 28 contains 17064 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 7908 members 
Mstep: Class 31 contains 3112 members 
Mstep: Class 32 contains 4945 members 
Mstep: Class 33 contains 13023 members 
Mstep: Class 34 contains 3687 members 
Mstep: Class 35 contains 8216 members 
Mstep: Class 36 contains 6228 members 
Mstep: Class 37 contains 2760 members 
Mstep: Class 38 contains 3555 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2340 members 
Mstep: Class 41 contains 12443 members 
Mstep: Class 42 contains 4576 members 
Mstep: Class 43 contains 3655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283344.000000 Penalty: 147525.546875
Iteration 120F: 43 clusters Score -1.022833e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7314 members 
Mstep: Class 4 contains 130839 members 
Mstep: Class 5 contains 27932 members 
Mstep: Class 6 contains 54795 members 
Mstep: Class 7 contains 28519 members 
Mstep: Class 8 contains 3377 members 
Mstep: Class 9 contains 198876 members 
Mstep: Class 10 contains 10076 members 
Mstep: Class 11 contains 80616 members 
Mstep: Class 12 contains 23631 members 
Mstep: Class 13 contains 10460 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 45425 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6584 members 
Mstep: Class 18 contains 207186 members 
Mstep: Class 19 contains 388002 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5867 members 
Mstep: Class 22 contains 3449 members 
Mstep: Class 23 contains 28264 members 
Mstep: Class 24 contains 4634 members 
Mstep: Class 25 contains 8919 members 
Mstep: Class 26 contains 18343 members 
Mstep: Class 27 contains 13925 members 
Mstep: Class 28 contains 17060 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 7918 members 
Mstep: Class 31 contains 3109 members 
Mstep: Class 32 contains 4948 members 
Mstep: Class 33 contains 13027 members 
Mstep: Class 34 contains 3687 members 
Mstep: Class 35 contains 8215 members 
Mstep: Class 36 contains 6229 members 
Mstep: Class 37 contains 2760 members 
Mstep: Class 38 contains 3555 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2354 members 
Mstep: Class 41 contains 12440 members 
Mstep: Class 42 contains 4577 members 
Mstep: Class 43 contains 3657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283232.000000 Penalty: 147525.546875
Iteration 121Q: 43 clusters Score -1.022832e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7314 members 
Mstep: Class 4 contains 130827 members 
Mstep: Class 5 contains 27975 members 
Mstep: Class 6 contains 54786 members 
Mstep: Class 7 contains 28503 members 
Mstep: Class 8 contains 3378 members 
Mstep: Class 9 contains 198821 members 
Mstep: Class 10 contains 10066 members 
Mstep: Class 11 contains 80614 members 
Mstep: Class 12 contains 23639 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 2470 members 
Mstep: Class 15 contains 45443 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6595 members 
Mstep: Class 18 contains 207160 members 
Mstep: Class 19 contains 387972 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5878 members 
Mstep: Class 22 contains 3449 members 
Mstep: Class 23 contains 28286 members 
Mstep: Class 24 contains 4638 members 
Mstep: Class 25 contains 8919 members 
Mstep: Class 26 contains 18353 members 
Mstep: Class 27 contains 13924 members 
Mstep: Class 28 contains 17059 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 7932 members 
Mstep: Class 31 contains 3104 members 
Mstep: Class 32 contains 4952 members 
Mstep: Class 33 contains 13029 members 
Mstep: Class 34 contains 3687 members 
Mstep: Class 35 contains 8215 members 
Mstep: Class 36 contains 6230 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3554 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2368 members 
Mstep: Class 41 contains 12441 members 
Mstep: Class 42 contains 4580 members 
Mstep: Class 43 contains 3660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283344.000000 Penalty: 147525.546875
Iteration 122Q: 43 clusters Score -1.022833e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7315 members 
Mstep: Class 4 contains 130823 members 
Mstep: Class 5 contains 28020 members 
Mstep: Class 6 contains 54778 members 
Mstep: Class 7 contains 28483 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 198764 members 
Mstep: Class 10 contains 10058 members 
Mstep: Class 11 contains 80614 members 
Mstep: Class 12 contains 23650 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 45460 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6599 members 
Mstep: Class 18 contains 207137 members 
Mstep: Class 19 contains 387944 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5889 members 
Mstep: Class 22 contains 3449 members 
Mstep: Class 23 contains 28307 members 
Mstep: Class 24 contains 4644 members 
Mstep: Class 25 contains 8919 members 
Mstep: Class 26 contains 18361 members 
Mstep: Class 27 contains 13924 members 
Mstep: Class 28 contains 17053 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 7941 members 
Mstep: Class 31 contains 3104 members 
Mstep: Class 32 contains 4956 members 
Mstep: Class 33 contains 13030 members 
Mstep: Class 34 contains 3687 members 
Mstep: Class 35 contains 8214 members 
Mstep: Class 36 contains 6231 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3555 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2380 members 
Mstep: Class 41 contains 12437 members 
Mstep: Class 42 contains 4582 members 
Mstep: Class 43 contains 3662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283360.000000 Penalty: 147525.546875
Iteration 123Q: 43 clusters Score -1.022834e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7315 members 
Mstep: Class 4 contains 130812 members 
Mstep: Class 5 contains 28059 members 
Mstep: Class 6 contains 54773 members 
Mstep: Class 7 contains 28468 members 
Mstep: Class 8 contains 3377 members 
Mstep: Class 9 contains 198716 members 
Mstep: Class 10 contains 10047 members 
Mstep: Class 11 contains 80624 members 
Mstep: Class 12 contains 23652 members 
Mstep: Class 13 contains 10457 members 
Mstep: Class 14 contains 2474 members 
Mstep: Class 15 contains 45486 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6602 members 
Mstep: Class 18 contains 207118 members 
Mstep: Class 19 contains 387895 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5904 members 
Mstep: Class 22 contains 3449 members 
Mstep: Class 23 contains 28323 members 
Mstep: Class 24 contains 4649 members 
Mstep: Class 25 contains 8918 members 
Mstep: Class 26 contains 18364 members 
Mstep: Class 27 contains 13927 members 
Mstep: Class 28 contains 17052 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 7949 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 4962 members 
Mstep: Class 33 contains 13031 members 
Mstep: Class 34 contains 3686 members 
Mstep: Class 35 contains 8215 members 
Mstep: Class 36 contains 6231 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3556 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2392 members 
Mstep: Class 41 contains 12444 members 
Mstep: Class 42 contains 4583 members 
Mstep: Class 43 contains 3662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283424.000000 Penalty: 147525.546875
Iteration 124Q: 43 clusters Score -1.022834e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7316 members 
Mstep: Class 4 contains 130808 members 
Mstep: Class 5 contains 28095 members 
Mstep: Class 6 contains 54765 members 
Mstep: Class 7 contains 28467 members 
Mstep: Class 8 contains 3378 members 
Mstep: Class 9 contains 198682 members 
Mstep: Class 10 contains 10043 members 
Mstep: Class 11 contains 80629 members 
Mstep: Class 12 contains 23649 members 
Mstep: Class 13 contains 10453 members 
Mstep: Class 14 contains 2474 members 
Mstep: Class 15 contains 45519 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6605 members 
Mstep: Class 18 contains 207103 members 
Mstep: Class 19 contains 387842 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5915 members 
Mstep: Class 22 contains 3449 members 
Mstep: Class 23 contains 28333 members 
Mstep: Class 24 contains 4651 members 
Mstep: Class 25 contains 8918 members 
Mstep: Class 26 contains 18364 members 
Mstep: Class 27 contains 13927 members 
Mstep: Class 28 contains 17052 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 7956 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 4964 members 
Mstep: Class 33 contains 13033 members 
Mstep: Class 34 contains 3687 members 
Mstep: Class 35 contains 8215 members 
Mstep: Class 36 contains 6233 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3556 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2400 members 
Mstep: Class 41 contains 12444 members 
Mstep: Class 42 contains 4586 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283328.000000 Penalty: 147525.546875
Iteration 125Q: 43 clusters Score -1.022833e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7316 members 
Mstep: Class 4 contains 130803 members 
Mstep: Class 5 contains 28111 members 
Mstep: Class 6 contains 54764 members 
Mstep: Class 7 contains 28461 members 
Mstep: Class 8 contains 3378 members 
Mstep: Class 9 contains 198624 members 
Mstep: Class 10 contains 10039 members 
Mstep: Class 11 contains 80638 members 
Mstep: Class 12 contains 23653 members 
Mstep: Class 13 contains 10450 members 
Mstep: Class 14 contains 2474 members 
Mstep: Class 15 contains 45542 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6610 members 
Mstep: Class 18 contains 207089 members 
Mstep: Class 19 contains 387818 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5923 members 
Mstep: Class 22 contains 3449 members 
Mstep: Class 23 contains 28359 members 
Mstep: Class 24 contains 4656 members 
Mstep: Class 25 contains 8918 members 
Mstep: Class 26 contains 18371 members 
Mstep: Class 27 contains 13925 members 
Mstep: Class 28 contains 17053 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 7964 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 4968 members 
Mstep: Class 33 contains 13036 members 
Mstep: Class 34 contains 3688 members 
Mstep: Class 35 contains 8215 members 
Mstep: Class 36 contains 6232 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3556 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2398 members 
Mstep: Class 41 contains 12444 members 
Mstep: Class 42 contains 4587 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283400.000000 Penalty: 147525.546875
Iteration 126Q: 43 clusters Score -1.022834e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7317 members 
Mstep: Class 4 contains 130792 members 
Mstep: Class 5 contains 28114 members 
Mstep: Class 6 contains 54772 members 
Mstep: Class 7 contains 28455 members 
Mstep: Class 8 contains 3378 members 
Mstep: Class 9 contains 198580 members 
Mstep: Class 10 contains 10033 members 
Mstep: Class 11 contains 80643 members 
Mstep: Class 12 contains 23661 members 
Mstep: Class 13 contains 10446 members 
Mstep: Class 14 contains 2475 members 
Mstep: Class 15 contains 45573 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6612 members 
Mstep: Class 18 contains 207073 members 
Mstep: Class 19 contains 387783 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5933 members 
Mstep: Class 22 contains 3449 members 
Mstep: Class 23 contains 28382 members 
Mstep: Class 24 contains 4666 members 
Mstep: Class 25 contains 8920 members 
Mstep: Class 26 contains 18372 members 
Mstep: Class 27 contains 13926 members 
Mstep: Class 28 contains 17053 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 7968 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 4972 members 
Mstep: Class 33 contains 13041 members 
Mstep: Class 34 contains 3688 members 
Mstep: Class 35 contains 8215 members 
Mstep: Class 36 contains 6233 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3556 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2402 members 
Mstep: Class 41 contains 12441 members 
Mstep: Class 42 contains 4588 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283336.000000 Penalty: 147525.546875
Iteration 127Q: 43 clusters Score -1.022833e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7319 members 
Mstep: Class 4 contains 130778 members 
Mstep: Class 5 contains 28111 members 
Mstep: Class 6 contains 54780 members 
Mstep: Class 7 contains 28456 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 198543 members 
Mstep: Class 10 contains 10018 members 
Mstep: Class 11 contains 80651 members 
Mstep: Class 12 contains 23664 members 
Mstep: Class 13 contains 10442 members 
Mstep: Class 14 contains 2475 members 
Mstep: Class 15 contains 45599 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6612 members 
Mstep: Class 18 contains 207057 members 
Mstep: Class 19 contains 387762 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5945 members 
Mstep: Class 22 contains 3449 members 
Mstep: Class 23 contains 28402 members 
Mstep: Class 24 contains 4680 members 
Mstep: Class 25 contains 8920 members 
Mstep: Class 26 contains 18370 members 
Mstep: Class 27 contains 13931 members 
Mstep: Class 28 contains 17047 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 7974 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 4979 members 
Mstep: Class 33 contains 13043 members 
Mstep: Class 34 contains 3687 members 
Mstep: Class 35 contains 8216 members 
Mstep: Class 36 contains 6233 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3557 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2412 members 
Mstep: Class 41 contains 12431 members 
Mstep: Class 42 contains 4590 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283240.000000 Penalty: 147525.546875
Iteration 128Q: 43 clusters Score -1.022832e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7321 members 
Mstep: Class 4 contains 130770 members 
Mstep: Class 5 contains 28122 members 
Mstep: Class 6 contains 54783 members 
Mstep: Class 7 contains 28459 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 198500 members 
Mstep: Class 10 contains 10006 members 
Mstep: Class 11 contains 80653 members 
Mstep: Class 12 contains 23663 members 
Mstep: Class 13 contains 10439 members 
Mstep: Class 14 contains 2474 members 
Mstep: Class 15 contains 45634 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6614 members 
Mstep: Class 18 contains 207047 members 
Mstep: Class 19 contains 387735 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5952 members 
Mstep: Class 22 contains 3450 members 
Mstep: Class 23 contains 28404 members 
Mstep: Class 24 contains 4691 members 
Mstep: Class 25 contains 8920 members 
Mstep: Class 26 contains 18354 members 
Mstep: Class 27 contains 13940 members 
Mstep: Class 28 contains 17042 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 7979 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 4983 members 
Mstep: Class 33 contains 13047 members 
Mstep: Class 34 contains 3687 members 
Mstep: Class 35 contains 8218 members 
Mstep: Class 36 contains 6234 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3557 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2437 members 
Mstep: Class 41 contains 12427 members 
Mstep: Class 42 contains 4589 members 
Mstep: Class 43 contains 3662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283136.000000 Penalty: 147525.546875
Iteration 129Q: 43 clusters Score -1.022831e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7323 members 
Mstep: Class 4 contains 130759 members 
Mstep: Class 5 contains 28130 members 
Mstep: Class 6 contains 54781 members 
Mstep: Class 7 contains 28453 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 198481 members 
Mstep: Class 10 contains 9995 members 
Mstep: Class 11 contains 80657 members 
Mstep: Class 12 contains 23665 members 
Mstep: Class 13 contains 10440 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 45666 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6615 members 
Mstep: Class 18 contains 207042 members 
Mstep: Class 19 contains 387718 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 3450 members 
Mstep: Class 23 contains 28411 members 
Mstep: Class 24 contains 4699 members 
Mstep: Class 25 contains 8920 members 
Mstep: Class 26 contains 18332 members 
Mstep: Class 27 contains 13942 members 
Mstep: Class 28 contains 17037 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 7982 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 4987 members 
Mstep: Class 33 contains 13049 members 
Mstep: Class 34 contains 3689 members 
Mstep: Class 35 contains 8217 members 
Mstep: Class 36 contains 6235 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3557 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2457 members 
Mstep: Class 41 contains 12418 members 
Mstep: Class 42 contains 4590 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283136.000000 Penalty: 147525.546875
Iteration 130Q: 43 clusters Score -1.022831e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7323 members 
Mstep: Class 4 contains 130751 members 
Mstep: Class 5 contains 28116 members 
Mstep: Class 6 contains 54776 members 
Mstep: Class 7 contains 28460 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 198471 members 
Mstep: Class 10 contains 9983 members 
Mstep: Class 11 contains 80663 members 
Mstep: Class 12 contains 23669 members 
Mstep: Class 13 contains 10437 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 45690 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6616 members 
Mstep: Class 18 contains 207026 members 
Mstep: Class 19 contains 387704 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5963 members 
Mstep: Class 22 contains 3450 members 
Mstep: Class 23 contains 28424 members 
Mstep: Class 24 contains 4706 members 
Mstep: Class 25 contains 8921 members 
Mstep: Class 26 contains 18326 members 
Mstep: Class 27 contains 13943 members 
Mstep: Class 28 contains 17036 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 7984 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 4992 members 
Mstep: Class 33 contains 13050 members 
Mstep: Class 34 contains 3689 members 
Mstep: Class 35 contains 8217 members 
Mstep: Class 36 contains 6235 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3557 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2470 members 
Mstep: Class 41 contains 12419 members 
Mstep: Class 42 contains 4590 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283080.000000 Penalty: 147525.546875
Iteration 131Q: 43 clusters Score -1.022831e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7323 members 
Mstep: Class 4 contains 130744 members 
Mstep: Class 5 contains 28107 members 
Mstep: Class 6 contains 54772 members 
Mstep: Class 7 contains 28462 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 198470 members 
Mstep: Class 10 contains 9970 members 
Mstep: Class 11 contains 80668 members 
Mstep: Class 12 contains 23673 members 
Mstep: Class 13 contains 10437 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 45704 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6615 members 
Mstep: Class 18 contains 207004 members 
Mstep: Class 19 contains 387697 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5965 members 
Mstep: Class 22 contains 3450 members 
Mstep: Class 23 contains 28432 members 
Mstep: Class 24 contains 4709 members 
Mstep: Class 25 contains 8921 members 
Mstep: Class 26 contains 18328 members 
Mstep: Class 27 contains 13943 members 
Mstep: Class 28 contains 17036 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 7991 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 4996 members 
Mstep: Class 33 contains 13049 members 
Mstep: Class 34 contains 3690 members 
Mstep: Class 35 contains 8217 members 
Mstep: Class 36 contains 6238 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3557 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2485 members 
Mstep: Class 41 contains 12412 members 
Mstep: Class 42 contains 4592 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283208.000000 Penalty: 147525.546875
Iteration 132Q: 43 clusters Score -1.022832e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7323 members 
Mstep: Class 4 contains 130742 members 
Mstep: Class 5 contains 28093 members 
Mstep: Class 6 contains 54766 members 
Mstep: Class 7 contains 28461 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 198466 members 
Mstep: Class 10 contains 9958 members 
Mstep: Class 11 contains 80669 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 13 contains 10438 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 45715 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6615 members 
Mstep: Class 18 contains 206992 members 
Mstep: Class 19 contains 387689 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5966 members 
Mstep: Class 22 contains 3450 members 
Mstep: Class 23 contains 28443 members 
Mstep: Class 24 contains 4712 members 
Mstep: Class 25 contains 8921 members 
Mstep: Class 26 contains 18328 members 
Mstep: Class 27 contains 13943 members 
Mstep: Class 28 contains 17034 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 7995 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 4999 members 
Mstep: Class 33 contains 13049 members 
Mstep: Class 34 contains 3691 members 
Mstep: Class 35 contains 8216 members 
Mstep: Class 36 contains 6242 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3557 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 41 contains 12414 members 
Mstep: Class 42 contains 4595 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283360.000000 Penalty: 147525.546875
Iteration 133Q: 43 clusters Score -1.022834e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7323 members 
Mstep: Class 4 contains 130739 members 
Mstep: Class 5 contains 28074 members 
Mstep: Class 6 contains 54760 members 
Mstep: Class 7 contains 28457 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 198453 members 
Mstep: Class 10 contains 9951 members 
Mstep: Class 11 contains 80673 members 
Mstep: Class 12 contains 23687 members 
Mstep: Class 13 contains 10439 members 
Mstep: Class 14 contains 2474 members 
Mstep: Class 15 contains 45740 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6617 members 
Mstep: Class 18 contains 206986 members 
Mstep: Class 19 contains 387681 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5968 members 
Mstep: Class 22 contains 3450 members 
Mstep: Class 23 contains 28450 members 
Mstep: Class 24 contains 4714 members 
Mstep: Class 25 contains 8921 members 
Mstep: Class 26 contains 18323 members 
Mstep: Class 27 contains 13941 members 
Mstep: Class 28 contains 17031 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 7998 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 5003 members 
Mstep: Class 33 contains 13049 members 
Mstep: Class 34 contains 3692 members 
Mstep: Class 35 contains 8217 members 
Mstep: Class 36 contains 6246 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3558 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2501 members 
Mstep: Class 41 contains 12413 members 
Mstep: Class 42 contains 4600 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283272.000000 Penalty: 147525.546875
Iteration 134Q: 43 clusters Score -1.022833e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 4 contains 130730 members 
Mstep: Class 5 contains 28065 members 
Mstep: Class 6 contains 54753 members 
Mstep: Class 7 contains 28457 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 198438 members 
Mstep: Class 10 contains 9946 members 
Mstep: Class 11 contains 80676 members 
Mstep: Class 12 contains 23699 members 
Mstep: Class 13 contains 10440 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 45763 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6620 members 
Mstep: Class 18 contains 206983 members 
Mstep: Class 19 contains 387673 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5971 members 
Mstep: Class 22 contains 3451 members 
Mstep: Class 23 contains 28455 members 
Mstep: Class 24 contains 4714 members 
Mstep: Class 25 contains 8922 members 
Mstep: Class 26 contains 18320 members 
Mstep: Class 27 contains 13944 members 
Mstep: Class 28 contains 17028 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 8002 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 5004 members 
Mstep: Class 33 contains 13049 members 
Mstep: Class 34 contains 3692 members 
Mstep: Class 35 contains 8218 members 
Mstep: Class 36 contains 6247 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3559 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2501 members 
Mstep: Class 41 contains 12412 members 
Mstep: Class 42 contains 4601 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283208.000000 Penalty: 147525.546875
Iteration 135Q: 43 clusters Score -1.022832e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 4 contains 130729 members 
Mstep: Class 5 contains 28064 members 
Mstep: Class 6 contains 54750 members 
Mstep: Class 7 contains 28458 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 198436 members 
Mstep: Class 10 contains 9943 members 
Mstep: Class 11 contains 80674 members 
Mstep: Class 12 contains 23713 members 
Mstep: Class 13 contains 10443 members 
Mstep: Class 14 contains 2470 members 
Mstep: Class 15 contains 45771 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6625 members 
Mstep: Class 18 contains 206974 members 
Mstep: Class 19 contains 387651 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5972 members 
Mstep: Class 22 contains 3451 members 
Mstep: Class 23 contains 28460 members 
Mstep: Class 24 contains 4714 members 
Mstep: Class 25 contains 8922 members 
Mstep: Class 26 contains 18325 members 
Mstep: Class 27 contains 13944 members 
Mstep: Class 28 contains 17026 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 8003 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 5005 members 
Mstep: Class 33 contains 13048 members 
Mstep: Class 34 contains 3693 members 
Mstep: Class 35 contains 8217 members 
Mstep: Class 36 contains 6248 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3558 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2504 members 
Mstep: Class 41 contains 12413 members 
Mstep: Class 42 contains 4601 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283184.000000 Penalty: 147525.546875
Iteration 136Q: 43 clusters Score -1.022832e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 4 contains 130719 members 
Mstep: Class 5 contains 28071 members 
Mstep: Class 6 contains 54748 members 
Mstep: Class 7 contains 28454 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 198428 members 
Mstep: Class 10 contains 9944 members 
Mstep: Class 11 contains 80671 members 
Mstep: Class 12 contains 23726 members 
Mstep: Class 13 contains 10446 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 15 contains 45781 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 206972 members 
Mstep: Class 19 contains 387635 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5972 members 
Mstep: Class 22 contains 3451 members 
Mstep: Class 23 contains 28467 members 
Mstep: Class 24 contains 4714 members 
Mstep: Class 25 contains 8923 members 
Mstep: Class 26 contains 18323 members 
Mstep: Class 27 contains 13945 members 
Mstep: Class 28 contains 17025 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 8005 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 5004 members 
Mstep: Class 33 contains 13047 members 
Mstep: Class 34 contains 3694 members 
Mstep: Class 35 contains 8216 members 
Mstep: Class 36 contains 6248 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3558 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2507 members 
Mstep: Class 41 contains 12413 members 
Mstep: Class 42 contains 4602 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283280.000000 Penalty: 147525.546875
Iteration 137Q: 43 clusters Score -1.022833e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 4 contains 130718 members 
Mstep: Class 5 contains 28069 members 
Mstep: Class 6 contains 54742 members 
Mstep: Class 7 contains 28452 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 198430 members 
Mstep: Class 10 contains 9943 members 
Mstep: Class 11 contains 80675 members 
Mstep: Class 12 contains 23728 members 
Mstep: Class 13 contains 10447 members 
Mstep: Class 14 contains 2472 members 
Mstep: Class 15 contains 45801 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6628 members 
Mstep: Class 18 contains 206967 members 
Mstep: Class 19 contains 387605 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5973 members 
Mstep: Class 22 contains 3451 members 
Mstep: Class 23 contains 28476 members 
Mstep: Class 24 contains 4714 members 
Mstep: Class 25 contains 8923 members 
Mstep: Class 26 contains 18325 members 
Mstep: Class 27 contains 13943 members 
Mstep: Class 28 contains 17023 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 8009 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 5004 members 
Mstep: Class 33 contains 13047 members 
Mstep: Class 34 contains 3694 members 
Mstep: Class 35 contains 8213 members 
Mstep: Class 36 contains 6248 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3558 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2510 members 
Mstep: Class 41 contains 12414 members 
Mstep: Class 42 contains 4605 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283232.000000 Penalty: 147525.546875
Iteration 138Q: 43 clusters Score -1.022832e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 4 contains 130718 members 
Mstep: Class 5 contains 28055 members 
Mstep: Class 6 contains 54734 members 
Mstep: Class 7 contains 28448 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 198432 members 
Mstep: Class 10 contains 9943 members 
Mstep: Class 11 contains 80675 members 
Mstep: Class 12 contains 23729 members 
Mstep: Class 13 contains 10448 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 45827 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6630 members 
Mstep: Class 18 contains 206963 members 
Mstep: Class 19 contains 387585 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5976 members 
Mstep: Class 22 contains 3451 members 
Mstep: Class 23 contains 28480 members 
Mstep: Class 24 contains 4714 members 
Mstep: Class 25 contains 8923 members 
Mstep: Class 26 contains 18322 members 
Mstep: Class 27 contains 13944 members 
Mstep: Class 28 contains 17020 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 8016 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 5005 members 
Mstep: Class 33 contains 13047 members 
Mstep: Class 34 contains 3694 members 
Mstep: Class 35 contains 8212 members 
Mstep: Class 36 contains 6249 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3559 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2516 members 
Mstep: Class 41 contains 12412 members 
Mstep: Class 42 contains 4605 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283240.000000 Penalty: 147525.546875
Iteration 139Q: 43 clusters Score -1.022832e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 4 contains 130713 members 
Mstep: Class 5 contains 28038 members 
Mstep: Class 6 contains 54727 members 
Mstep: Class 7 contains 28445 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 198445 members 
Mstep: Class 10 contains 9943 members 
Mstep: Class 11 contains 80676 members 
Mstep: Class 12 contains 23731 members 
Mstep: Class 13 contains 10450 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 45856 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6631 members 
Mstep: Class 18 contains 206962 members 
Mstep: Class 19 contains 387562 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5977 members 
Mstep: Class 22 contains 3451 members 
Mstep: Class 23 contains 28481 members 
Mstep: Class 24 contains 4714 members 
Mstep: Class 25 contains 8922 members 
Mstep: Class 26 contains 18322 members 
Mstep: Class 27 contains 13943 members 
Mstep: Class 28 contains 17019 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 8021 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 5005 members 
Mstep: Class 33 contains 13047 members 
Mstep: Class 34 contains 3694 members 
Mstep: Class 35 contains 8214 members 
Mstep: Class 36 contains 6250 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3560 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2519 members 
Mstep: Class 41 contains 12411 members 
Mstep: Class 42 contains 4603 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283168.000000 Penalty: 147525.546875
Iteration 140F: 43 clusters Score -1.022832e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7326 members 
Mstep: Class 4 contains 130707 members 
Mstep: Class 5 contains 28038 members 
Mstep: Class 6 contains 54726 members 
Mstep: Class 7 contains 28436 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 198437 members 
Mstep: Class 10 contains 9943 members 
Mstep: Class 11 contains 80677 members 
Mstep: Class 12 contains 23731 members 
Mstep: Class 13 contains 10450 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 45882 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6633 members 
Mstep: Class 18 contains 206956 members 
Mstep: Class 19 contains 387540 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5977 members 
Mstep: Class 22 contains 3451 members 
Mstep: Class 23 contains 28486 members 
Mstep: Class 24 contains 4715 members 
Mstep: Class 25 contains 8922 members 
Mstep: Class 26 contains 18329 members 
Mstep: Class 27 contains 13942 members 
Mstep: Class 28 contains 17019 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 8026 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 5005 members 
Mstep: Class 33 contains 13047 members 
Mstep: Class 34 contains 3695 members 
Mstep: Class 35 contains 8214 members 
Mstep: Class 36 contains 6252 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3563 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2520 members 
Mstep: Class 41 contains 12411 members 
Mstep: Class 42 contains 4601 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283136.000000 Penalty: 147525.546875
Iteration 141Q: 43 clusters Score -1.022831e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7328 members 
Mstep: Class 4 contains 130704 members 
Mstep: Class 5 contains 28031 members 
Mstep: Class 6 contains 54727 members 
Mstep: Class 7 contains 28431 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 198436 members 
Mstep: Class 10 contains 9942 members 
Mstep: Class 11 contains 80676 members 
Mstep: Class 12 contains 23732 members 
Mstep: Class 13 contains 10451 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 45899 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6633 members 
Mstep: Class 18 contains 206952 members 
Mstep: Class 19 contains 387526 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5977 members 
Mstep: Class 22 contains 3451 members 
Mstep: Class 23 contains 28490 members 
Mstep: Class 24 contains 4716 members 
Mstep: Class 25 contains 8922 members 
Mstep: Class 26 contains 18332 members 
Mstep: Class 27 contains 13942 members 
Mstep: Class 28 contains 17019 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 8029 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 5005 members 
Mstep: Class 33 contains 13047 members 
Mstep: Class 34 contains 3696 members 
Mstep: Class 35 contains 8213 members 
Mstep: Class 36 contains 6254 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3566 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2520 members 
Mstep: Class 41 contains 12410 members 
Mstep: Class 42 contains 4601 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283192.000000 Penalty: 147525.546875
Iteration 142Q: 43 clusters Score -1.022832e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7332 members 
Mstep: Class 4 contains 130703 members 
Mstep: Class 5 contains 28019 members 
Mstep: Class 6 contains 54727 members 
Mstep: Class 7 contains 28427 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 198439 members 
Mstep: Class 10 contains 9941 members 
Mstep: Class 11 contains 80676 members 
Mstep: Class 12 contains 23735 members 
Mstep: Class 13 contains 10453 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 45902 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6635 members 
Mstep: Class 18 contains 206945 members 
Mstep: Class 19 contains 387515 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5977 members 
Mstep: Class 22 contains 3451 members 
Mstep: Class 23 contains 28498 members 
Mstep: Class 24 contains 4716 members 
Mstep: Class 25 contains 8921 members 
Mstep: Class 26 contains 18336 members 
Mstep: Class 27 contains 13942 members 
Mstep: Class 28 contains 17020 members 
Mstep: Class 29 contains 1386 members 
Mstep: Class 30 contains 8031 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 5005 members 
Mstep: Class 33 contains 13047 members 
Mstep: Class 34 contains 3697 members 
Mstep: Class 35 contains 8212 members 
Mstep: Class 36 contains 6258 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3566 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2520 members 
Mstep: Class 41 contains 12412 members 
Mstep: Class 42 contains 4602 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283184.000000 Penalty: 147525.546875
Iteration 143Q: 43 clusters Score -1.022832e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7334 members 
Mstep: Class 4 contains 130701 members 
Mstep: Class 5 contains 28001 members 
Mstep: Class 6 contains 54725 members 
Mstep: Class 7 contains 28424 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 198437 members 
Mstep: Class 10 contains 9941 members 
Mstep: Class 11 contains 80680 members 
Mstep: Class 12 contains 23741 members 
Mstep: Class 13 contains 10456 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 45921 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6637 members 
Mstep: Class 18 contains 206938 members 
Mstep: Class 19 contains 387502 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5977 members 
Mstep: Class 22 contains 3451 members 
Mstep: Class 23 contains 28498 members 
Mstep: Class 24 contains 4718 members 
Mstep: Class 25 contains 8920 members 
Mstep: Class 26 contains 18340 members 
Mstep: Class 27 contains 13941 members 
Mstep: Class 28 contains 17021 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 8033 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 5005 members 
Mstep: Class 33 contains 13047 members 
Mstep: Class 34 contains 3698 members 
Mstep: Class 35 contains 8212 members 
Mstep: Class 36 contains 6261 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3566 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2523 members 
Mstep: Class 41 contains 12411 members 
Mstep: Class 42 contains 4602 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283312.000000 Penalty: 147525.546875
Iteration 144Q: 43 clusters Score -1.022833e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7335 members 
Mstep: Class 4 contains 130700 members 
Mstep: Class 5 contains 27978 members 
Mstep: Class 6 contains 54723 members 
Mstep: Class 7 contains 28417 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 198443 members 
Mstep: Class 10 contains 9941 members 
Mstep: Class 11 contains 80686 members 
Mstep: Class 12 contains 23750 members 
Mstep: Class 13 contains 10458 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 45935 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6639 members 
Mstep: Class 18 contains 206933 members 
Mstep: Class 19 contains 387493 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5977 members 
Mstep: Class 22 contains 3451 members 
Mstep: Class 23 contains 28497 members 
Mstep: Class 24 contains 4721 members 
Mstep: Class 25 contains 8919 members 
Mstep: Class 26 contains 18346 members 
Mstep: Class 27 contains 13938 members 
Mstep: Class 28 contains 17020 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 8041 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 5005 members 
Mstep: Class 33 contains 13046 members 
Mstep: Class 34 contains 3699 members 
Mstep: Class 35 contains 8209 members 
Mstep: Class 36 contains 6263 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3566 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2524 members 
Mstep: Class 41 contains 12408 members 
Mstep: Class 42 contains 4602 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283240.000000 Penalty: 147525.546875
Iteration 145Q: 43 clusters Score -1.022832e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7335 members 
Mstep: Class 4 contains 130693 members 
Mstep: Class 5 contains 27959 members 
Mstep: Class 6 contains 54717 members 
Mstep: Class 7 contains 28414 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 198452 members 
Mstep: Class 10 contains 9941 members 
Mstep: Class 11 contains 80688 members 
Mstep: Class 12 contains 23757 members 
Mstep: Class 13 contains 10461 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 45944 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6640 members 
Mstep: Class 18 contains 206924 members 
Mstep: Class 19 contains 387485 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5977 members 
Mstep: Class 22 contains 3451 members 
Mstep: Class 23 contains 28498 members 
Mstep: Class 24 contains 4724 members 
Mstep: Class 25 contains 8919 members 
Mstep: Class 26 contains 18353 members 
Mstep: Class 27 contains 13938 members 
Mstep: Class 28 contains 17019 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 8049 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 5005 members 
Mstep: Class 33 contains 13046 members 
Mstep: Class 34 contains 3699 members 
Mstep: Class 35 contains 8207 members 
Mstep: Class 36 contains 6265 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3566 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2527 members 
Mstep: Class 41 contains 12405 members 
Mstep: Class 42 contains 4603 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283200.000000 Penalty: 147525.546875
Iteration 146Q: 43 clusters Score -1.022832e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7335 members 
Mstep: Class 4 contains 130690 members 
Mstep: Class 5 contains 27946 members 
Mstep: Class 6 contains 54711 members 
Mstep: Class 7 contains 28407 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 198451 members 
Mstep: Class 10 contains 9941 members 
Mstep: Class 11 contains 80686 members 
Mstep: Class 12 contains 23764 members 
Mstep: Class 13 contains 10465 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 45955 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6642 members 
Mstep: Class 18 contains 206922 members 
Mstep: Class 19 contains 387486 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5977 members 
Mstep: Class 22 contains 3451 members 
Mstep: Class 23 contains 28501 members 
Mstep: Class 24 contains 4728 members 
Mstep: Class 25 contains 8918 members 
Mstep: Class 26 contains 18352 members 
Mstep: Class 27 contains 13938 members 
Mstep: Class 28 contains 17019 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 8056 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 5005 members 
Mstep: Class 33 contains 13046 members 
Mstep: Class 34 contains 3700 members 
Mstep: Class 35 contains 8205 members 
Mstep: Class 36 contains 6267 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3566 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2529 members 
Mstep: Class 41 contains 12399 members 
Mstep: Class 42 contains 4603 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283128.000000 Penalty: 147525.546875
Iteration 147Q: 43 clusters Score -1.022831e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7335 members 
Mstep: Class 4 contains 130688 members 
Mstep: Class 5 contains 27931 members 
Mstep: Class 6 contains 54705 members 
Mstep: Class 7 contains 28403 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 198449 members 
Mstep: Class 10 contains 9941 members 
Mstep: Class 11 contains 80685 members 
Mstep: Class 12 contains 23771 members 
Mstep: Class 13 contains 10472 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 45978 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6642 members 
Mstep: Class 18 contains 206916 members 
Mstep: Class 19 contains 387470 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5977 members 
Mstep: Class 22 contains 3452 members 
Mstep: Class 23 contains 28502 members 
Mstep: Class 24 contains 4729 members 
Mstep: Class 25 contains 8916 members 
Mstep: Class 26 contains 18354 members 
Mstep: Class 27 contains 13939 members 
Mstep: Class 28 contains 17017 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 8065 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 5005 members 
Mstep: Class 33 contains 13046 members 
Mstep: Class 34 contains 3703 members 
Mstep: Class 35 contains 8204 members 
Mstep: Class 36 contains 6269 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3566 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2530 members 
Mstep: Class 41 contains 12398 members 
Mstep: Class 42 contains 4603 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283232.000000 Penalty: 147525.546875
Iteration 148Q: 43 clusters Score -1.022832e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7335 members 
Mstep: Class 4 contains 130686 members 
Mstep: Class 5 contains 27930 members 
Mstep: Class 6 contains 54701 members 
Mstep: Class 7 contains 28390 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 198441 members 
Mstep: Class 10 contains 9941 members 
Mstep: Class 11 contains 80682 members 
Mstep: Class 12 contains 23776 members 
Mstep: Class 13 contains 10478 members 
Mstep: Class 14 contains 2475 members 
Mstep: Class 15 contains 45995 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6642 members 
Mstep: Class 18 contains 206912 members 
Mstep: Class 19 contains 387463 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5977 members 
Mstep: Class 22 contains 3452 members 
Mstep: Class 23 contains 28504 members 
Mstep: Class 24 contains 4731 members 
Mstep: Class 25 contains 8914 members 
Mstep: Class 26 contains 18352 members 
Mstep: Class 27 contains 13940 members 
Mstep: Class 28 contains 17016 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 8074 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 5005 members 
Mstep: Class 33 contains 13047 members 
Mstep: Class 34 contains 3705 members 
Mstep: Class 35 contains 8202 members 
Mstep: Class 36 contains 6272 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3566 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2530 members 
Mstep: Class 41 contains 12397 members 
Mstep: Class 42 contains 4603 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283240.000000 Penalty: 147525.546875
Iteration 149Q: 43 clusters Score -1.022832e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7334 members 
Mstep: Class 4 contains 130682 members 
Mstep: Class 5 contains 27913 members 
Mstep: Class 6 contains 54698 members 
Mstep: Class 7 contains 28384 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 198439 members 
Mstep: Class 10 contains 9942 members 
Mstep: Class 11 contains 80679 members 
Mstep: Class 12 contains 23782 members 
Mstep: Class 13 contains 10483 members 
Mstep: Class 14 contains 2475 members 
Mstep: Class 15 contains 46011 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6643 members 
Mstep: Class 18 contains 206907 members 
Mstep: Class 19 contains 387458 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5978 members 
Mstep: Class 22 contains 3452 members 
Mstep: Class 23 contains 28508 members 
Mstep: Class 24 contains 4731 members 
Mstep: Class 25 contains 8913 members 
Mstep: Class 26 contains 18352 members 
Mstep: Class 27 contains 13939 members 
Mstep: Class 28 contains 17013 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 8084 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 5005 members 
Mstep: Class 33 contains 13048 members 
Mstep: Class 34 contains 3705 members 
Mstep: Class 35 contains 8201 members 
Mstep: Class 36 contains 6274 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3566 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2532 members 
Mstep: Class 41 contains 12399 members 
Mstep: Class 42 contains 4604 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283320.000000 Penalty: 147525.546875
Iteration 150Q: 43 clusters Score -1.022833e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7334 members 
Mstep: Class 4 contains 130674 members 
Mstep: Class 5 contains 27891 members 
Mstep: Class 6 contains 54697 members 
Mstep: Class 7 contains 28382 members 
Mstep: Class 8 contains 3384 members 
Mstep: Class 9 contains 198443 members 
Mstep: Class 10 contains 9942 members 
Mstep: Class 11 contains 80684 members 
Mstep: Class 12 contains 23787 members 
Mstep: Class 13 contains 10489 members 
Mstep: Class 14 contains 2475 members 
Mstep: Class 15 contains 46026 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 6644 members 
Mstep: Class 18 contains 206909 members 
Mstep: Class 19 contains 387446 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5978 members 
Mstep: Class 22 contains 3452 members 
Mstep: Class 23 contains 28506 members 
Mstep: Class 24 contains 4732 members 
Mstep: Class 25 contains 8913 members 
Mstep: Class 26 contains 18348 members 
Mstep: Class 27 contains 13939 members 
Mstep: Class 28 contains 17009 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 8087 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 5006 members 
Mstep: Class 33 contains 13051 members 
Mstep: Class 34 contains 3706 members 
Mstep: Class 35 contains 8201 members 
Mstep: Class 36 contains 6276 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3566 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2537 members 
Mstep: Class 41 contains 12398 members 
Mstep: Class 42 contains 4605 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283304.000000 Penalty: 147525.546875
Iteration 151Q: 43 clusters Score -1.022833e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7335 members 
Mstep: Class 4 contains 130671 members 
Mstep: Class 5 contains 27863 members 
Mstep: Class 6 contains 54696 members 
Mstep: Class 7 contains 28380 members 
Mstep: Class 8 contains 3387 members 
Mstep: Class 9 contains 198450 members 
Mstep: Class 10 contains 9942 members 
Mstep: Class 11 contains 80686 members 
Mstep: Class 12 contains 23792 members 
Mstep: Class 13 contains 10495 members 
Mstep: Class 14 contains 2475 members 
Mstep: Class 15 contains 46046 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 6644 members 
Mstep: Class 18 contains 206910 members 
Mstep: Class 19 contains 387435 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5979 members 
Mstep: Class 22 contains 3452 members 
Mstep: Class 23 contains 28508 members 
Mstep: Class 24 contains 4733 members 
Mstep: Class 25 contains 8913 members 
Mstep: Class 26 contains 18341 members 
Mstep: Class 27 contains 13938 members 
Mstep: Class 28 contains 17003 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 8089 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 5006 members 
Mstep: Class 33 contains 13051 members 
Mstep: Class 34 contains 3706 members 
Mstep: Class 35 contains 8201 members 
Mstep: Class 36 contains 6279 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3566 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2540 members 
Mstep: Class 41 contains 12400 members 
Mstep: Class 42 contains 4605 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283304.000000 Penalty: 147525.546875
Iteration 152Q: 43 clusters Score -1.022833e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7336 members 
Mstep: Class 4 contains 130669 members 
Mstep: Class 5 contains 27841 members 
Mstep: Class 6 contains 54692 members 
Mstep: Class 7 contains 28380 members 
Mstep: Class 8 contains 3387 members 
Mstep: Class 9 contains 198456 members 
Mstep: Class 10 contains 9942 members 
Mstep: Class 11 contains 80684 members 
Mstep: Class 12 contains 23797 members 
Mstep: Class 13 contains 10501 members 
Mstep: Class 14 contains 2475 members 
Mstep: Class 15 contains 46060 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 6644 members 
Mstep: Class 18 contains 206913 members 
Mstep: Class 19 contains 387429 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5979 members 
Mstep: Class 22 contains 3452 members 
Mstep: Class 23 contains 28509 members 
Mstep: Class 24 contains 4735 members 
Mstep: Class 25 contains 8913 members 
Mstep: Class 26 contains 18333 members 
Mstep: Class 27 contains 13938 members 
Mstep: Class 28 contains 17001 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 8091 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 5006 members 
Mstep: Class 33 contains 13051 members 
Mstep: Class 34 contains 3706 members 
Mstep: Class 35 contains 8201 members 
Mstep: Class 36 contains 6283 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3566 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2543 members 
Mstep: Class 41 contains 12398 members 
Mstep: Class 42 contains 4606 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283272.000000 Penalty: 147525.546875
Iteration 153Q: 43 clusters Score -1.022833e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7336 members 
Mstep: Class 4 contains 130660 members 
Mstep: Class 5 contains 27815 members 
Mstep: Class 6 contains 54691 members 
Mstep: Class 7 contains 28380 members 
Mstep: Class 8 contains 3387 members 
Mstep: Class 9 contains 198461 members 
Mstep: Class 10 contains 9942 members 
Mstep: Class 11 contains 80682 members 
Mstep: Class 12 contains 23801 members 
Mstep: Class 13 contains 10504 members 
Mstep: Class 14 contains 2475 members 
Mstep: Class 15 contains 46083 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 6644 members 
Mstep: Class 18 contains 206913 members 
Mstep: Class 19 contains 387424 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5980 members 
Mstep: Class 22 contains 3452 members 
Mstep: Class 23 contains 28513 members 
Mstep: Class 24 contains 4735 members 
Mstep: Class 25 contains 8913 members 
Mstep: Class 26 contains 18327 members 
Mstep: Class 27 contains 13938 members 
Mstep: Class 28 contains 17000 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 8093 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 5006 members 
Mstep: Class 33 contains 13052 members 
Mstep: Class 34 contains 3706 members 
Mstep: Class 35 contains 8202 members 
Mstep: Class 36 contains 6283 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3567 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2544 members 
Mstep: Class 41 contains 12401 members 
Mstep: Class 42 contains 4607 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283264.000000 Penalty: 147525.546875
Iteration 154Q: 43 clusters Score -1.022833e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7337 members 
Mstep: Class 4 contains 130659 members 
Mstep: Class 5 contains 27779 members 
Mstep: Class 6 contains 54687 members 
Mstep: Class 7 contains 28380 members 
Mstep: Class 8 contains 3388 members 
Mstep: Class 9 contains 198460 members 
Mstep: Class 10 contains 9942 members 
Mstep: Class 11 contains 80677 members 
Mstep: Class 12 contains 23811 members 
Mstep: Class 13 contains 10506 members 
Mstep: Class 14 contains 2474 members 
Mstep: Class 15 contains 46113 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 6645 members 
Mstep: Class 18 contains 206912 members 
Mstep: Class 19 contains 387424 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5981 members 
Mstep: Class 22 contains 3452 members 
Mstep: Class 23 contains 28516 members 
Mstep: Class 24 contains 4736 members 
Mstep: Class 25 contains 8913 members 
Mstep: Class 26 contains 18320 members 
Mstep: Class 27 contains 13938 members 
Mstep: Class 28 contains 16998 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 8094 members 
Mstep: Class 31 contains 3105 members 
Mstep: Class 32 contains 5006 members 
Mstep: Class 33 contains 13053 members 
Mstep: Class 34 contains 3707 members 
Mstep: Class 35 contains 8202 members 
Mstep: Class 36 contains 6283 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3567 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2545 members 
Mstep: Class 41 contains 12405 members 
Mstep: Class 42 contains 4607 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283224.000000 Penalty: 147525.546875
Iteration 155Q: 43 clusters Score -1.022832e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7337 members 
Mstep: Class 4 contains 130649 members 
Mstep: Class 5 contains 27750 members 
Mstep: Class 6 contains 54681 members 
Mstep: Class 7 contains 28380 members 
Mstep: Class 8 contains 3388 members 
Mstep: Class 9 contains 198464 members 
Mstep: Class 10 contains 9942 members 
Mstep: Class 11 contains 80680 members 
Mstep: Class 12 contains 23813 members 
Mstep: Class 13 contains 10514 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 46148 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 6649 members 
Mstep: Class 18 contains 206910 members 
Mstep: Class 19 contains 387409 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 5981 members 
Mstep: Class 22 contains 3452 members 
Mstep: Class 23 contains 28519 members 
Mstep: Class 24 contains 4737 members 
Mstep: Class 25 contains 8912 members 
Mstep: Class 26 contains 18318 members 
Mstep: Class 27 contains 13938 members 
Mstep: Class 28 contains 16994 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 8098 members 
Mstep: Class 31 contains 3104 members 
Mstep: Class 32 contains 5006 members 
Mstep: Class 33 contains 13053 members 
Mstep: Class 34 contains 3707 members 
Mstep: Class 35 contains 8201 members 
Mstep: Class 36 contains 6283 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3567 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 12411 members 
Mstep: Class 42 contains 4608 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283264.000000 Penalty: 147525.546875
Iteration 156Q: 43 clusters Score -1.022833e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7337 members 
Mstep: Class 4 contains 130644 members 
Mstep: Class 5 contains 27725 members 
Mstep: Class 6 contains 54680 members 
Mstep: Class 7 contains 28380 members 
Mstep: Class 8 contains 3388 members 
Mstep: Class 9 contains 198469 members 
Mstep: Class 10 contains 9942 members 
Mstep: Class 11 contains 80683 members 
Mstep: Class 12 contains 23819 members 
Mstep: Class 13 contains 10521 members 
Mstep: Class 14 contains 2473 members 
Mstep: Class 15 contains 46171 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 6651 members 
Mstep: Class 18 contains 206911 members 
Mstep: Class 19 contains 387392 members 
Mstep: Class 20 contains 2126 members 
Mstep: Class 21 contains 5982 members 
Mstep: Class 22 contains 3452 members 
Mstep: Class 23 contains 28520 members 
Mstep: Class 24 contains 4738 members 
Mstep: Class 25 contains 8911 members 
Mstep: Class 26 contains 18316 members 
Mstep: Class 27 contains 13936 members 
Mstep: Class 28 contains 16989 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 8104 members 
Mstep: Class 31 contains 3104 members 
Mstep: Class 32 contains 5006 members 
Mstep: Class 33 contains 13053 members 
Mstep: Class 34 contains 3707 members 
Mstep: Class 35 contains 8201 members 
Mstep: Class 36 contains 6283 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3568 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2543 members 
Mstep: Class 41 contains 12417 members 
Mstep: Class 42 contains 4607 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283304.000000 Penalty: 147525.546875
Iteration 157Q: 43 clusters Score -1.022833e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7336 members 
Mstep: Class 4 contains 130643 members 
Mstep: Class 5 contains 27698 members 
Mstep: Class 6 contains 54679 members 
Mstep: Class 7 contains 28378 members 
Mstep: Class 8 contains 3388 members 
Mstep: Class 9 contains 198469 members 
Mstep: Class 10 contains 9942 members 
Mstep: Class 11 contains 80684 members 
Mstep: Class 12 contains 23824 members 
Mstep: Class 13 contains 10523 members 
Mstep: Class 14 contains 2474 members 
Mstep: Class 15 contains 46193 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 6655 members 
Mstep: Class 18 contains 206911 members 
Mstep: Class 19 contains 387380 members 
Mstep: Class 20 contains 2125 members 
Mstep: Class 21 contains 5982 members 
Mstep: Class 22 contains 3452 members 
Mstep: Class 23 contains 28519 members 
Mstep: Class 24 contains 4741 members 
Mstep: Class 25 contains 8911 members 
Mstep: Class 26 contains 18313 members 
Mstep: Class 27 contains 13935 members 
Mstep: Class 28 contains 16990 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 8108 members 
Mstep: Class 31 contains 3104 members 
Mstep: Class 32 contains 5006 members 
Mstep: Class 33 contains 13053 members 
Mstep: Class 34 contains 3708 members 
Mstep: Class 35 contains 8201 members 
Mstep: Class 36 contains 6283 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3570 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2545 members 
Mstep: Class 41 contains 12420 members 
Mstep: Class 42 contains 4606 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283376.000000 Penalty: 147525.546875
Iteration 158Q: 43 clusters Score -1.022834e+08 nChanged 120
Entering ConstructFrom: 
Score: -102283376.000000 Penalty: 147525.546875
Entering ConstructFrom: 
Trying to split cluster 1 (3594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Entering Unmasked Estep 
Score: -245811.421875 Penalty: 2030.381226
	Iteration 0F: 2 clusters Score -245811.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -242194.484375 Penalty: 4060.762451
	Iteration 0F: 3 clusters Score -242194.5 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -243207.765625 Penalty: 4060.762451
	Iteration 1F: 3 clusters Score -243207.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -243917.031250 Penalty: 4060.762451
	Iteration 2F: 3 clusters Score -243917 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -244641.906250 Penalty: 4060.762451
	Iteration 3F: 3 clusters Score -244641.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -245022.875000 Penalty: 4060.762451
	Iteration 4F: 3 clusters Score -245022.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -245352.890625 Penalty: 4060.762451
	Iteration 5F: 3 clusters Score -245352.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -245718.218750 Penalty: 4060.762451
	Iteration 6F: 3 clusters Score -245718.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -246091.250000 Penalty: 4060.762451
	Iteration 7Q: 3 clusters Score -246091.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -246480.015625 Penalty: 4060.762451
	Iteration 8Q: 3 clusters Score -246480 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -246860.968750 Penalty: 4060.762451
	Iteration 9Q: 3 clusters Score -246861 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -247097.875000 Penalty: 4060.762451
	Iteration 10Q: 3 clusters Score -247097.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -247498.156250 Penalty: 4060.762451
	Iteration 11Q: 3 clusters Score -247498.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -247632.687500 Penalty: 4060.762451
	Iteration 12Q: 3 clusters Score -247632.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -247659.875000 Penalty: 4060.762451
	Iteration 13Q: 3 clusters Score -247659.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -247669.265625 Penalty: 4060.762451
	Iteration 14Q: 3 clusters Score -247669.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -247673.359375 Penalty: 4060.762451
	Iteration 15Q: 3 clusters Score -247673.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -247677.812500 Penalty: 4060.762451
	Iteration 16Q: 3 clusters Score -247677.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -247680.000000 Penalty: 4060.762451
	Iteration 17Q: 3 clusters Score -247680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -247682.593750 Penalty: 4060.762451
	Iteration 18Q: 3 clusters Score -247682.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -247687.218750 Penalty: 4060.762451
	Iteration 19Q: 3 clusters Score -247687.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -247691.109375 Penalty: 4060.762451
	Iteration 20F: 3 clusters Score -247691.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -247696.609375 Penalty: 4060.762451
	Iteration 21Q: 3 clusters Score -247696.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -247702.750000 Penalty: 4060.762451
	Iteration 22Q: 3 clusters Score -247702.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -247708.000000 Penalty: 4060.762451
	Iteration 23Q: 3 clusters Score -247708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -247714.125000 Penalty: 4060.762451
	Iteration 24Q: 3 clusters Score -247714.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -247721.265625 Penalty: 4060.762451
	Iteration 25Q: 3 clusters Score -247721.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -247728.031250 Penalty: 4060.762451
	Iteration 26Q: 3 clusters Score -247728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -247740.734375 Penalty: 4060.762451
	Iteration 27Q: 3 clusters Score -247740.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -247754.265625 Penalty: 4060.762451
	Iteration 28Q: 3 clusters Score -247754.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -247768.796875 Penalty: 4060.762451
	Iteration 29Q: 3 clusters Score -247768.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -247790.953125 Penalty: 4060.762451
	Iteration 30Q: 3 clusters Score -247791 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -247812.593750 Penalty: 4060.762451
	Iteration 31Q: 3 clusters Score -247812.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -247842.796875 Penalty: 4060.762451
	Iteration 32Q: 3 clusters Score -247842.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -247880.390625 Penalty: 4060.762451
	Iteration 33Q: 3 clusters Score -247880.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -247921.265625 Penalty: 4060.762451
	Iteration 34Q: 3 clusters Score -247921.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -248001.656250 Penalty: 4060.762451
	Iteration 35Q: 3 clusters Score -248001.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -248123.078125 Penalty: 4060.762451
	Iteration 36Q: 3 clusters Score -248123.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -248359.671875 Penalty: 4060.762451
	Iteration 37Q: 3 clusters Score -248359.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -248682.109375 Penalty: 4060.762451
	Iteration 38Q: 3 clusters Score -248682.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -248980.281250 Penalty: 4060.762451
	Iteration 39Q: 3 clusters Score -248980.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -249148.984375 Penalty: 4060.762451
	Iteration 40F: 3 clusters Score -249149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -249177.921875 Penalty: 4060.762451
	Iteration 41Q: 3 clusters Score -249177.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -249178.453125 Penalty: 4060.762451
	Iteration 42Q: 3 clusters Score -249178.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -249179.437500 Penalty: 4060.762451
	Iteration 43Q: 3 clusters Score -249179.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -249179.437500 Penalty: 4060.762451
	Iteration 44F: 3 clusters Score -249179.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7336 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 130639 members 
Mstep: Class 5 contains 27668 members 
Mstep: Class 6 contains 54678 members 
Mstep: Class 7 contains 28376 members 
Mstep: Class 8 contains 3388 members 
Mstep: Class 9 contains 198480 members 
Mstep: Class 10 contains 9942 members 
Mstep: Class 11 contains 80687 members 
Mstep: Class 12 contains 23825 members 
Mstep: Class 13 contains 10525 members 
Mstep: Class 14 contains 2474 members 
Mstep: Class 15 contains 46212 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 6661 members 
Mstep: Class 18 contains 206914 members 
Mstep: Class 19 contains 387362 members 
Mstep: Class 20 contains 2126 members 
Mstep: Class 21 contains 5982 members 
Mstep: Class 22 contains 3452 members 
Mstep: Class 23 contains 28520 members 
Mstep: Class 24 contains 4747 members 
Mstep: Class 25 contains 8911 members 
Mstep: Class 26 contains 18307 members 
Mstep: Class 27 contains 13934 members 
Mstep: Class 28 contains 16990 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 8113 members 
Mstep: Class 31 contains 3104 members 
Mstep: Class 32 contains 5006 members 
Mstep: Class 33 contains 13053 members 
Mstep: Class 34 contains 3709 members 
Mstep: Class 35 contains 8201 members 
Mstep: Class 36 contains 6283 members 
Mstep: Class 37 contains 2760 members 
Mstep: Class 38 contains 3573 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2545 members 
Mstep: Class 41 contains 12421 members 
Mstep: Class 42 contains 4606 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
Score: -102285288.000000 Penalty: 151038.062500
Splitting cluster 1 changes total score from -102283376.000000 to -102285288.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -569689.812500 Penalty: 2207.336182
	Iteration 0F: 2 clusters Score -569689.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -563687.562500 Penalty: 4414.672363
	Iteration 0F: 3 clusters Score -563687.6 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -565245.500000 Penalty: 4414.672363
	Iteration 1F: 3 clusters Score -565245.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -565499.062500 Penalty: 4414.672363
	Iteration 2F: 3 clusters Score -565499.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -565660.250000 Penalty: 4414.672363
	Iteration 3Q: 3 clusters Score -565660.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -565766.000000 Penalty: 4414.672363
	Iteration 4Q: 3 clusters Score -565766 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -565843.000000 Penalty: 4414.672363
	Iteration 5Q: 3 clusters Score -565843 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -565903.375000 Penalty: 4414.672363
	Iteration 6Q: 3 clusters Score -565903.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -565955.812500 Penalty: 4414.672363
	Iteration 7Q: 3 clusters Score -565955.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -566012.625000 Penalty: 4414.672363
	Iteration 8Q: 3 clusters Score -566012.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -566064.437500 Penalty: 4414.672363
	Iteration 9Q: 3 clusters Score -566064.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -566109.000000 Penalty: 4414.672363
	Iteration 10Q: 3 clusters Score -566109 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -566143.250000 Penalty: 4414.672363
	Iteration 11Q: 3 clusters Score -566143.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -566183.500000 Penalty: 4414.672363
	Iteration 12Q: 3 clusters Score -566183.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -566224.375000 Penalty: 4414.672363
	Iteration 13Q: 3 clusters Score -566224.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -566268.437500 Penalty: 4414.672363
	Iteration 14Q: 3 clusters Score -566268.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -566319.625000 Penalty: 4414.672363
	Iteration 15Q: 3 clusters Score -566319.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -566380.687500 Penalty: 4414.672363
	Iteration 16Q: 3 clusters Score -566380.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -566456.187500 Penalty: 4414.672363
	Iteration 17Q: 3 clusters Score -566456.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -566519.750000 Penalty: 4414.672363
	Iteration 18Q: 3 clusters Score -566519.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -566577.375000 Penalty: 4414.672363
	Iteration 19Q: 3 clusters Score -566577.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -566645.937500 Penalty: 4414.672363
	Iteration 20F: 3 clusters Score -566645.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -566716.562500 Penalty: 4414.672363
	Iteration 21Q: 3 clusters Score -566716.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -566791.562500 Penalty: 4414.672363
	Iteration 22Q: 3 clusters Score -566791.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -566872.875000 Penalty: 4414.672363
	Iteration 23Q: 3 clusters Score -566872.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -566955.937500 Penalty: 4414.672363
	Iteration 24Q: 3 clusters Score -566955.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -567038.687500 Penalty: 4414.672363
	Iteration 25Q: 3 clusters Score -567038.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -567112.750000 Penalty: 4414.672363
	Iteration 26Q: 3 clusters Score -567112.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -567169.250000 Penalty: 4414.672363
	Iteration 27Q: 3 clusters Score -567169.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -567222.312500 Penalty: 4414.672363
	Iteration 28Q: 3 clusters Score -567222.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -567279.000000 Penalty: 4414.672363
	Iteration 29Q: 3 clusters Score -567279 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -567330.375000 Penalty: 4414.672363
	Iteration 30Q: 3 clusters Score -567330.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -567371.812500 Penalty: 4414.672363
	Iteration 31Q: 3 clusters Score -567371.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -567402.625000 Penalty: 4414.672363
	Iteration 32Q: 3 clusters Score -567402.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -567442.375000 Penalty: 4414.672363
	Iteration 33Q: 3 clusters Score -567442.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -567491.687500 Penalty: 4414.672363
	Iteration 34Q: 3 clusters Score -567491.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -567523.375000 Penalty: 4414.672363
	Iteration 35Q: 3 clusters Score -567523.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -567558.375000 Penalty: 4414.672363
	Iteration 36Q: 3 clusters Score -567558.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -567590.000000 Penalty: 4414.672363
	Iteration 37Q: 3 clusters Score -567590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -567612.062500 Penalty: 4414.672363
	Iteration 38Q: 3 clusters Score -567612.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -567628.250000 Penalty: 4414.672363
	Iteration 39Q: 3 clusters Score -567628.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -567652.562500 Penalty: 4414.672363
	Iteration 40F: 3 clusters Score -567652.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -567674.375000 Penalty: 4414.672363
	Iteration 41Q: 3 clusters Score -567674.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -567689.625000 Penalty: 4414.672363
	Iteration 42Q: 3 clusters Score -567689.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -567699.625000 Penalty: 4414.672363
	Iteration 43Q: 3 clusters Score -567699.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -567707.500000 Penalty: 4414.672363
	Iteration 44Q: 3 clusters Score -567707.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -567717.812500 Penalty: 4414.672363
	Iteration 45Q: 3 clusters Score -567717.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -567728.437500 Penalty: 4414.672363
	Iteration 46Q: 3 clusters Score -567728.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -567734.875000 Penalty: 4414.672363
	Iteration 47Q: 3 clusters Score -567734.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -567742.937500 Penalty: 4414.672363
	Iteration 48Q: 3 clusters Score -567742.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -567746.937500 Penalty: 4414.672363
	Iteration 49Q: 3 clusters Score -567746.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -567750.500000 Penalty: 4414.672363
	Iteration 50Q: 3 clusters Score -567750.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -567751.812500 Penalty: 4414.672363
	Iteration 51Q: 3 clusters Score -567751.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -567755.125000 Penalty: 4414.672363
	Iteration 52Q: 3 clusters Score -567755.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -567757.312500 Penalty: 4414.672363
	Iteration 53Q: 3 clusters Score -567757.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -567757.562500 Penalty: 4414.672363
	Iteration 54Q: 3 clusters Score -567757.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -567759.750000 Penalty: 4414.672363
	Iteration 55Q: 3 clusters Score -567759.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -567760.875000 Penalty: 4414.672363
	Iteration 56Q: 3 clusters Score -567760.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -567761.250000 Penalty: 4414.672363
	Iteration 57Q: 3 clusters Score -567761.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -567761.250000 Penalty: 4414.672363
	Iteration 58Q: 3 clusters Score -567761.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -567761.250000 Penalty: 4414.672363
	Iteration 59F: 3 clusters Score -567761.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (130639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130639 members 
Entering Unmasked Estep 
Score: -9978831.000000 Penalty: 2921.488037
	Iteration 0F: 2 clusters Score -9978831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65216 members 
Mstep: Class 2 contains 65423 members 
Entering Unmasked Estep 
Score: -9891660.000000 Penalty: 5842.976074
	Iteration 0F: 3 clusters Score -9891660 nChanged 61976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65800 members 
Mstep: Class 2 contains 64839 members 
Entering Unmasked Estep 
Score: -9927706.000000 Penalty: 5842.976074
	Iteration 1F: 3 clusters Score -9927706 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66361 members 
Mstep: Class 2 contains 64278 members 
Entering Unmasked Estep 
Score: -9929043.000000 Penalty: 5842.976074
	Iteration 2Q: 3 clusters Score -9929043 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67169 members 
Mstep: Class 2 contains 63470 members 
Entering Unmasked Estep 
Score: -9930910.000000 Penalty: 5842.976074
	Iteration 3Q: 3 clusters Score -9930910 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68413 members 
Mstep: Class 2 contains 62226 members 
Entering Unmasked Estep 
Score: -9933516.000000 Penalty: 5842.976074
	Iteration 4Q: 3 clusters Score -9933516 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69837 members 
Mstep: Class 2 contains 60802 members 
Entering Unmasked Estep 
Score: -9936565.000000 Penalty: 5842.976074
	Iteration 5F: 3 clusters Score -9936565 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71398 members 
Mstep: Class 2 contains 59241 members 
Entering Unmasked Estep 
Score: -9940107.000000 Penalty: 5842.976074
	Iteration 6F: 3 clusters Score -9940107 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72873 members 
Mstep: Class 2 contains 57766 members 
Entering Unmasked Estep 
Score: -9943815.000000 Penalty: 5842.976074
	Iteration 7F: 3 clusters Score -9943815 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74198 members 
Mstep: Class 2 contains 56441 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 75278 members 
Mstep: Class 2 contains 55361 members 
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Mstep: Class 2 contains 54417 members 
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Mstep: Class 2 contains 53602 members 
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Mstep: Class 1 contains 94266 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -9971261.000000 Penalty: 5842.976074
	Iteration 101Q: 3 clusters Score -9971261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94282 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -9971272.000000 Penalty: 5842.976074
	Iteration 102Q: 3 clusters Score -9971272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94299 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -9971274.000000 Penalty: 5842.976074
	Iteration 103Q: 3 clusters Score -9971274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94312 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -9971262.000000 Penalty: 5842.976074
	Iteration 104Q: 3 clusters Score -9971262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94332 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -9971255.000000 Penalty: 5842.976074
	Iteration 105Q: 3 clusters Score -9971255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94354 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -9971238.000000 Penalty: 5842.976074
	Iteration 106Q: 3 clusters Score -9971238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94372 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -9971247.000000 Penalty: 5842.976074
	Iteration 107Q: 3 clusters Score -9971247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94386 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -9971249.000000 Penalty: 5842.976074
	Iteration 108Q: 3 clusters Score -9971249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94401 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -9971234.000000 Penalty: 5842.976074
	Iteration 109Q: 3 clusters Score -9971234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94416 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -9971249.000000 Penalty: 5842.976074
	Iteration 110Q: 3 clusters Score -9971249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94429 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -9971237.000000 Penalty: 5842.976074
	Iteration 111Q: 3 clusters Score -9971237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94440 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -9971245.000000 Penalty: 5842.976074
	Iteration 112Q: 3 clusters Score -9971245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94447 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -9971243.000000 Penalty: 5842.976074
	Iteration 113Q: 3 clusters Score -9971243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94455 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -9971250.000000 Penalty: 5842.976074
	Iteration 114Q: 3 clusters Score -9971250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94460 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -9971240.000000 Penalty: 5842.976074
	Iteration 115Q: 3 clusters Score -9971240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94464 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -9971236.000000 Penalty: 5842.976074
	Iteration 116Q: 3 clusters Score -9971236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94469 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -9971228.000000 Penalty: 5842.976074
	Iteration 117Q: 3 clusters Score -9971228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94472 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -9971226.000000 Penalty: 5842.976074
	Iteration 118Q: 3 clusters Score -9971226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94473 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -9971227.000000 Penalty: 5842.976074
	Iteration 119Q: 3 clusters Score -9971227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94474 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -9971230.000000 Penalty: 5842.976074
	Iteration 120F: 3 clusters Score -9971230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94475 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -9971227.000000 Penalty: 5842.976074
	Iteration 121Q: 3 clusters Score -9971227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94475 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -9971227.000000 Penalty: 5842.976074
	Iteration 122F: 3 clusters Score -9971227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Entering Unmasked Estep 
Score: -2226557.250000 Penalty: 2536.552002
	Iteration 0F: 2 clusters Score -2226557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2207377.000000 Penalty: 5073.104004
	Iteration 0F: 3 clusters Score -2207377 nChanged 12594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2214267.750000 Penalty: 5073.104004
	Iteration 1F: 3 clusters Score -2214268 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2214682.000000 Penalty: 5073.104004
	Iteration 2Q: 3 clusters Score -2214682 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2215050.250000 Penalty: 5073.104004
	Iteration 3Q: 3 clusters Score -2215050 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2215443.500000 Penalty: 5073.104004
	Iteration 4Q: 3 clusters Score -2215444 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2215899.000000 Penalty: 5073.104004
	Iteration 5Q: 3 clusters Score -2215899 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2216492.000000 Penalty: 5073.104004
	Iteration 6Q: 3 clusters Score -2216492 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2217401.000000 Penalty: 5073.104004
	Iteration 7F: 3 clusters Score -2217401 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2218691.500000 Penalty: 5073.104004
	Iteration 8F: 3 clusters Score -2218692 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -2220274.250000 Penalty: 5073.104004
	Iteration 9F: 3 clusters Score -2220274 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -2221847.250000 Penalty: 5073.104004
	Iteration 10F: 3 clusters Score -2221847 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -2222965.250000 Penalty: 5073.104004
	Iteration 11Q: 3 clusters Score -2222965 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -2223638.250000 Penalty: 5073.104004
	Iteration 12Q: 3 clusters Score -2223638 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -2223942.000000 Penalty: 5073.104004
	Iteration 13Q: 3 clusters Score -2223942 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -2224074.500000 Penalty: 5073.104004
	Iteration 14Q: 3 clusters Score -2224074 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -2224163.250000 Penalty: 5073.104004
	Iteration 15Q: 3 clusters Score -2224163 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -2224228.000000 Penalty: 5073.104004
	Iteration 16Q: 3 clusters Score -2224228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -2224260.250000 Penalty: 5073.104004
	Iteration 17Q: 3 clusters Score -2224260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -2224287.750000 Penalty: 5073.104004
	Iteration 18Q: 3 clusters Score -2224288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -2224306.000000 Penalty: 5073.104004
	Iteration 19Q: 3 clusters Score -2224306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -2224316.750000 Penalty: 5073.104004
	Iteration 20F: 3 clusters Score -2224317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -2224320.500000 Penalty: 5073.104004
	Iteration 21Q: 3 clusters Score -2224320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -2224331.250000 Penalty: 5073.104004
	Iteration 22Q: 3 clusters Score -2224331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -2224343.000000 Penalty: 5073.104004
	Iteration 23Q: 3 clusters Score -2224343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -2224351.750000 Penalty: 5073.104004
	Iteration 24Q: 3 clusters Score -2224352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -2224353.250000 Penalty: 5073.104004
	Iteration 25Q: 3 clusters Score -2224353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -2224359.250000 Penalty: 5073.104004
	Iteration 26Q: 3 clusters Score -2224359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -2224363.250000 Penalty: 5073.104004
	Iteration 27Q: 3 clusters Score -2224363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -2224363.750000 Penalty: 5073.104004
	Iteration 28Q: 3 clusters Score -2224364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -2224363.250000 Penalty: 5073.104004
	Iteration 29Q: 3 clusters Score -2224363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -2224368.250000 Penalty: 5073.104004
	Iteration 30Q: 3 clusters Score -2224368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -2224368.750000 Penalty: 5073.104004
	Iteration 31Q: 3 clusters Score -2224369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -2224368.750000 Penalty: 5073.104004
	Iteration 32F: 3 clusters Score -2224369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54678 members 
Entering Unmasked Estep 
Score: -4183963.000000 Penalty: 2705.485840
	Iteration 0F: 2 clusters Score -4183963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -4147405.000000 Penalty: 5410.971680
	Iteration 0F: 3 clusters Score -4147405 nChanged 25208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -4161679.500000 Penalty: 5410.971680
	Iteration 1F: 3 clusters Score -4161680 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -4162667.750000 Penalty: 5410.971680
	Iteration 2Q: 3 clusters Score -4162668 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -4163978.750000 Penalty: 5410.971680
	Iteration 3F: 3 clusters Score -4163979 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -4165557.750000 Penalty: 5410.971680
	Iteration 4F: 3 clusters Score -4165558 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -4167351.250000 Penalty: 5410.971680
	Iteration 5F: 3 clusters Score -4167351 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -4169326.750000 Penalty: 5410.971680
	Iteration 6F: 3 clusters Score -4169327 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -4171298.750000 Penalty: 5410.971680
	Iteration 7F: 3 clusters Score -4171299 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -4173162.250000 Penalty: 5410.971680
	Iteration 8F: 3 clusters Score -4173162 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -4174948.000000 Penalty: 5410.971680
	Iteration 9Q: 3 clusters Score -4174948 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -4176493.750000 Penalty: 5410.971680
	Iteration 10Q: 3 clusters Score -4176494 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -4177776.000000 Penalty: 5410.971680
	Iteration 11Q: 3 clusters Score -4177776 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -4178786.000000 Penalty: 5410.971680
	Iteration 12Q: 3 clusters Score -4178786 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -4179467.750000 Penalty: 5410.971680
	Iteration 13Q: 3 clusters Score -4179468 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -4180024.000000 Penalty: 5410.971680
	Iteration 14Q: 3 clusters Score -4180024 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -4180420.000000 Penalty: 5410.971680
	Iteration 15Q: 3 clusters Score -4180420 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -4180672.000000 Penalty: 5410.971680
	Iteration 16Q: 3 clusters Score -4180672 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 51975 members 
Entering Unmasked Estep 
Score: -4180889.500000 Penalty: 5410.971680
	Iteration 17Q: 3 clusters Score -4180890 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 52333 members 
Entering Unmasked Estep 
Score: -4181062.000000 Penalty: 5410.971680
	Iteration 18Q: 3 clusters Score -4181062 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -4181181.000000 Penalty: 5410.971680
	Iteration 19Q: 3 clusters Score -4181181 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 52841 members 
Entering Unmasked Estep 
Score: -4181283.750000 Penalty: 5410.971680
	Iteration 20F: 3 clusters Score -4181284 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 53027 members 
Entering Unmasked Estep 
Score: -4181371.500000 Penalty: 5410.971680
	Iteration 21Q: 3 clusters Score -4181372 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 53165 members 
Entering Unmasked Estep 
Score: -4181438.500000 Penalty: 5410.971680
	Iteration 22Q: 3 clusters Score -4181438 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 53262 members 
Entering Unmasked Estep 
Score: -4181479.750000 Penalty: 5410.971680
	Iteration 23Q: 3 clusters Score -4181480 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 53338 members 
Entering Unmasked Estep 
Score: -4181517.000000 Penalty: 5410.971680
	Iteration 24Q: 3 clusters Score -4181517 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 53395 members 
Entering Unmasked Estep 
Score: -4181550.500000 Penalty: 5410.971680
	Iteration 25Q: 3 clusters Score -4181550 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -4181586.000000 Penalty: 5410.971680
	Iteration 26Q: 3 clusters Score -4181586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -4181588.750000 Penalty: 5410.971680
	Iteration 27Q: 3 clusters Score -4181589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -4181611.000000 Penalty: 5410.971680
	Iteration 28Q: 3 clusters Score -4181611 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 53543 members 
Entering Unmasked Estep 
Score: -4181612.250000 Penalty: 5410.971680
	Iteration 29Q: 3 clusters Score -4181612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -4181629.500000 Penalty: 5410.971680
	Iteration 30Q: 3 clusters Score -4181630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 53593 members 
Entering Unmasked Estep 
Score: -4181645.750000 Penalty: 5410.971680
	Iteration 31Q: 3 clusters Score -4181646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -4181651.500000 Penalty: 5410.971680
	Iteration 32Q: 3 clusters Score -4181652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 53633 members 
Entering Unmasked Estep 
Score: -4181656.750000 Penalty: 5410.971680
	Iteration 33Q: 3 clusters Score -4181657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 53645 members 
Entering Unmasked Estep 
Score: -4181662.500000 Penalty: 5410.971680
	Iteration 34Q: 3 clusters Score -4181662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 53655 members 
Entering Unmasked Estep 
Score: -4181666.250000 Penalty: 5410.971680
	Iteration 35Q: 3 clusters Score -4181666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -4181674.250000 Penalty: 5410.971680
	Iteration 36Q: 3 clusters Score -4181674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -4181673.750000 Penalty: 5410.971680
	Iteration 37Q: 3 clusters Score -4181674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -4181680.750000 Penalty: 5410.971680
	Iteration 38Q: 3 clusters Score -4181681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -4181677.000000 Penalty: 5410.971680
	Iteration 39Q: 3 clusters Score -4181677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 53695 members 
Entering Unmasked Estep 
Score: -4181677.500000 Penalty: 5410.971680
	Iteration 40F: 3 clusters Score -4181678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 53699 members 
Entering Unmasked Estep 
Score: -4181679.000000 Penalty: 5410.971680
	Iteration 41Q: 3 clusters Score -4181679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 53702 members 
Entering Unmasked Estep 
Score: -4181682.500000 Penalty: 5410.971680
	Iteration 42Q: 3 clusters Score -4181682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 53703 members 
Entering Unmasked Estep 
Score: -4181680.750000 Penalty: 5410.971680
	Iteration 43Q: 3 clusters Score -4181681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 53706 members 
Entering Unmasked Estep 
Score: -4181676.750000 Penalty: 5410.971680
	Iteration 44Q: 3 clusters Score -4181677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -4181682.750000 Penalty: 5410.971680
	Iteration 45Q: 3 clusters Score -4181683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
Score: -4181691.500000 Penalty: 5410.971680
	Iteration 46Q: 3 clusters Score -4181692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -4181684.750000 Penalty: 5410.971680
	Iteration 47Q: 3 clusters Score -4181685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -4181683.500000 Penalty: 5410.971680
	Iteration 48Q: 3 clusters Score -4181684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 53731 members 
Entering Unmasked Estep 
Score: -4181684.000000 Penalty: 5410.971680
	Iteration 49Q: 3 clusters Score -4181684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 53737 members 
Entering Unmasked Estep 
Score: -4181692.000000 Penalty: 5410.971680
	Iteration 50Q: 3 clusters Score -4181692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 53743 members 
Entering Unmasked Estep 
Score: -4181692.000000 Penalty: 5410.971680
	Iteration 51Q: 3 clusters Score -4181692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 53746 members 
Entering Unmasked Estep 
Score: -4181693.000000 Penalty: 5410.971680
	Iteration 52Q: 3 clusters Score -4181693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 53752 members 
Entering Unmasked Estep 
Score: -4181692.000000 Penalty: 5410.971680
	Iteration 53Q: 3 clusters Score -4181692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 53760 members 
Entering Unmasked Estep 
Score: -4181695.750000 Penalty: 5410.971680
	Iteration 54Q: 3 clusters Score -4181696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 53763 members 
Entering Unmasked Estep 
Score: -4181702.750000 Penalty: 5410.971680
	Iteration 55Q: 3 clusters Score -4181703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 53768 members 
Entering Unmasked Estep 
Score: -4181702.250000 Penalty: 5410.971680
	Iteration 56Q: 3 clusters Score -4181702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
Score: -4181711.750000 Penalty: 5410.971680
	Iteration 57Q: 3 clusters Score -4181712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -4181712.500000 Penalty: 5410.971680
	Iteration 58Q: 3 clusters Score -4181712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 53785 members 
Entering Unmasked Estep 
Score: -4181719.500000 Penalty: 5410.971680
	Iteration 59Q: 3 clusters Score -4181720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 53787 members 
Entering Unmasked Estep 
Score: -4181715.500000 Penalty: 5410.971680
	Iteration 60F: 3 clusters Score -4181716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
Score: -4181717.250000 Penalty: 5410.971680
	Iteration 61Q: 3 clusters Score -4181717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -4181718.250000 Penalty: 5410.971680
	Iteration 62Q: 3 clusters Score -4181718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -4181716.750000 Penalty: 5410.971680
	Iteration 63Q: 3 clusters Score -4181717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 53795 members 
Entering Unmasked Estep 
Score: -4181719.500000 Penalty: 5410.971680
	Iteration 64Q: 3 clusters Score -4181720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 53797 members 
Entering Unmasked Estep 
Score: -4181723.250000 Penalty: 5410.971680
	Iteration 65Q: 3 clusters Score -4181723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 53802 members 
Entering Unmasked Estep 
Score: -4181721.250000 Penalty: 5410.971680
	Iteration 66Q: 3 clusters Score -4181721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 53810 members 
Entering Unmasked Estep 
Score: -4181728.000000 Penalty: 5410.971680
	Iteration 67Q: 3 clusters Score -4181728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 53816 members 
Entering Unmasked Estep 
Score: -4181728.000000 Penalty: 5410.971680
	Iteration 68Q: 3 clusters Score -4181728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 53822 members 
Entering Unmasked Estep 
Score: -4181725.250000 Penalty: 5410.971680
	Iteration 69Q: 3 clusters Score -4181725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -4181729.500000 Penalty: 5410.971680
	Iteration 70Q: 3 clusters Score -4181730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -4181729.500000 Penalty: 5410.971680
	Iteration 71Q: 3 clusters Score -4181730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -4181729.500000 Penalty: 5410.971680
	Iteration 72F: 3 clusters Score -4181730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Entering Unmasked Estep 
Score: -1868043.375000 Penalty: 2542.818115
	Iteration 0F: 2 clusters Score -1868043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1848659.375000 Penalty: 5085.636230
	Iteration 0F: 3 clusters Score -1848659 nChanged 12701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -1855748.750000 Penalty: 5085.636230
	Iteration 1F: 3 clusters Score -1855749 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -1856496.750000 Penalty: 5085.636230
	Iteration 2F: 3 clusters Score -1856497 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -1857394.750000 Penalty: 5085.636230
	Iteration 3F: 3 clusters Score -1857395 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -1858497.625000 Penalty: 5085.636230
	Iteration 4F: 3 clusters Score -1858498 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -1859786.375000 Penalty: 5085.636230
	Iteration 5F: 3 clusters Score -1859786 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -1861200.875000 Penalty: 5085.636230
	Iteration 6F: 3 clusters Score -1861201 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -1862492.375000 Penalty: 5085.636230
	Iteration 7F: 3 clusters Score -1862492 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -1863553.625000 Penalty: 5085.636230
	Iteration 8Q: 3 clusters Score -1863554 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -1864381.375000 Penalty: 5085.636230
	Iteration 9Q: 3 clusters Score -1864381 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -1864930.625000 Penalty: 5085.636230
	Iteration 10Q: 3 clusters Score -1864931 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -1865317.000000 Penalty: 5085.636230
	Iteration 11Q: 3 clusters Score -1865317 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -1865565.625000 Penalty: 5085.636230
	Iteration 12Q: 3 clusters Score -1865566 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -1865706.625000 Penalty: 5085.636230
	Iteration 13Q: 3 clusters Score -1865707 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -1865802.250000 Penalty: 5085.636230
	Iteration 14Q: 3 clusters Score -1865802 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -1865851.875000 Penalty: 5085.636230
	Iteration 15Q: 3 clusters Score -1865852 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -1865897.125000 Penalty: 5085.636230
	Iteration 16Q: 3 clusters Score -1865897 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -1865919.125000 Penalty: 5085.636230
	Iteration 17Q: 3 clusters Score -1865919 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -1865932.250000 Penalty: 5085.636230
	Iteration 18Q: 3 clusters Score -1865932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -1865943.125000 Penalty: 5085.636230
	Iteration 19Q: 3 clusters Score -1865943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -1865954.375000 Penalty: 5085.636230
	Iteration 20F: 3 clusters Score -1865954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -1865960.875000 Penalty: 5085.636230
	Iteration 21Q: 3 clusters Score -1865961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -1865971.875000 Penalty: 5085.636230
	Iteration 22Q: 3 clusters Score -1865972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -1865977.000000 Penalty: 5085.636230
	Iteration 23Q: 3 clusters Score -1865977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -1865980.000000 Penalty: 5085.636230
	Iteration 24Q: 3 clusters Score -1865980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -1865981.125000 Penalty: 5085.636230
	Iteration 25Q: 3 clusters Score -1865981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -1865982.625000 Penalty: 5085.636230
	Iteration 26Q: 3 clusters Score -1865983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -1865984.625000 Penalty: 5085.636230
	Iteration 27Q: 3 clusters Score -1865985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -1865987.375000 Penalty: 5085.636230
	Iteration 28Q: 3 clusters Score -1865987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -1865990.750000 Penalty: 5085.636230
	Iteration 29Q: 3 clusters Score -1865991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -1865992.875000 Penalty: 5085.636230
	Iteration 30Q: 3 clusters Score -1865993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -1865995.250000 Penalty: 5085.636230
	Iteration 31Q: 3 clusters Score -1865995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -1865995.250000 Penalty: 5085.636230
	Iteration 32F: 3 clusters Score -1865995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Entering Unmasked Estep 
Score: -191539.421875 Penalty: 2015.742920
	Iteration 0F: 2 clusters Score -191539.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -188057.515625 Penalty: 4031.485840
	Iteration 0F: 3 clusters Score -188057.5 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -189022.484375 Penalty: 4031.485840
	Iteration 1F: 3 clusters Score -189022.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -189415.562500 Penalty: 4031.485840
	Iteration 2F: 3 clusters Score -189415.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -189739.156250 Penalty: 4031.485840
	Iteration 3F: 3 clusters Score -189739.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -190116.875000 Penalty: 4031.485840
	Iteration 4F: 3 clusters Score -190116.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -190564.187500 Penalty: 4031.485840
	Iteration 5F: 3 clusters Score -190564.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -190814.312500 Penalty: 4031.485840
	Iteration 6F: 3 clusters Score -190814.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -190918.828125 Penalty: 4031.485840
	Iteration 7Q: 3 clusters Score -190918.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -190967.250000 Penalty: 4031.485840
	Iteration 8Q: 3 clusters Score -190967.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -190996.593750 Penalty: 4031.485840
	Iteration 9Q: 3 clusters Score -190996.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -191020.390625 Penalty: 4031.485840
	Iteration 10Q: 3 clusters Score -191020.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -191031.625000 Penalty: 4031.485840
	Iteration 11Q: 3 clusters Score -191031.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -191038.265625 Penalty: 4031.485840
	Iteration 12Q: 3 clusters Score -191038.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -191043.031250 Penalty: 4031.485840
	Iteration 13Q: 3 clusters Score -191043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -191045.781250 Penalty: 4031.485840
	Iteration 14Q: 3 clusters Score -191045.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -191048.078125 Penalty: 4031.485840
	Iteration 15Q: 3 clusters Score -191048.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -191050.078125 Penalty: 4031.485840
	Iteration 16Q: 3 clusters Score -191050.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -191050.750000 Penalty: 4031.485840
	Iteration 17Q: 3 clusters Score -191050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -191051.546875 Penalty: 4031.485840
	Iteration 18Q: 3 clusters Score -191051.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -191051.812500 Penalty: 4031.485840
	Iteration 19Q: 3 clusters Score -191051.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -191052.796875 Penalty: 4031.485840
	Iteration 20F: 3 clusters Score -191052.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -191053.671875 Penalty: 4031.485840
	Iteration 21Q: 3 clusters Score -191053.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -191054.031250 Penalty: 4031.485840
	Iteration 22Q: 3 clusters Score -191054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -191054.031250 Penalty: 4031.485840
	Iteration 23F: 3 clusters Score -191054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (198480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198480 members 
Entering Unmasked Estep 
Score: -15288163.000000 Penalty: 3025.213867
	Iteration 0F: 2 clusters Score -1.528816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99109 members 
Mstep: Class 2 contains 99371 members 
Entering Unmasked Estep 
Score: -15154784.000000 Penalty: 6050.427734
	Iteration 0F: 3 clusters Score -1.515478e+07 nChanged 95619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95864 members 
Mstep: Class 2 contains 102616 members 
Entering Unmasked Estep 
Score: -15210223.000000 Penalty: 6050.427734
	Iteration 1F: 3 clusters Score -1.521022e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93653 members 
Mstep: Class 2 contains 104827 members 
Entering Unmasked Estep 
Score: -15211239.000000 Penalty: 6050.427734
	Iteration 2Q: 3 clusters Score -1.521124e+07 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90309 members 
Mstep: Class 2 contains 108171 members 
Entering Unmasked Estep 
Score: -15212339.000000 Penalty: 6050.427734
	Iteration 3Q: 3 clusters Score -1.521234e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85086 members 
Mstep: Class 2 contains 113394 members 
Entering Unmasked Estep 
Score: -15214382.000000 Penalty: 6050.427734
	Iteration 4Q: 3 clusters Score -1.521438e+07 nChanged 8507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77245 members 
Mstep: Class 2 contains 121235 members 
Entering Unmasked Estep 
Score: -15217546.000000 Penalty: 6050.427734
	Iteration 5Q: 3 clusters Score -1.521755e+07 nChanged 11882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65561 members 
Mstep: Class 2 contains 132919 members 
Entering Unmasked Estep 
Score: -15224441.000000 Penalty: 6050.427734
	Iteration 6F: 3 clusters Score -1.522444e+07 nChanged 15984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 148869 members 
Entering Unmasked Estep 
Score: -15236482.000000 Penalty: 6050.427734
	Iteration 7F: 3 clusters Score -1.523648e+07 nChanged 18849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 167712 members 
Entering Unmasked Estep 
Score: -15254427.000000 Penalty: 6050.427734
	Iteration 8F: 3 clusters Score -1.525443e+07 nChanged 16739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 184451 members 
Entering Unmasked Estep 
Score: -15271705.000000 Penalty: 6050.427734
	Iteration 9F: 3 clusters Score -1.52717e+07 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 193808 members 
Entering Unmasked Estep 
Score: -15281094.000000 Penalty: 6050.427734
	Iteration 10Q: 3 clusters Score -1.528109e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 197175 members 
Entering Unmasked Estep 
Score: -15284299.000000 Penalty: 6050.427734
	Iteration 11Q: 3 clusters Score -1.52843e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 198011 members 
Entering Unmasked Estep 
Score: -15285092.000000 Penalty: 6050.427734
	Iteration 12Q: 3 clusters Score -1.528509e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 198159 members 
Entering Unmasked Estep 
Score: -15285305.000000 Penalty: 6050.427734
	Iteration 13Q: 3 clusters Score -1.52853e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 198196 members 
Entering Unmasked Estep 
Score: -15285367.000000 Penalty: 6050.427734
	Iteration 14Q: 3 clusters Score -1.528537e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 198217 members 
Entering Unmasked Estep 
Score: -15285408.000000 Penalty: 6050.427734
	Iteration 15Q: 3 clusters Score -1.528541e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 198237 members 
Entering Unmasked Estep 
Score: -15285440.000000 Penalty: 6050.427734
	Iteration 16Q: 3 clusters Score -1.528544e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 198249 members 
Entering Unmasked Estep 
Score: -15285468.000000 Penalty: 6050.427734
	Iteration 17Q: 3 clusters Score -1.528547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 198254 members 
Entering Unmasked Estep 
Score: -15285489.000000 Penalty: 6050.427734
	Iteration 18Q: 3 clusters Score -1.528549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 198252 members 
Entering Unmasked Estep 
Score: -15285507.000000 Penalty: 6050.427734
	Iteration 19Q: 3 clusters Score -1.528551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 198254 members 
Entering Unmasked Estep 
Score: -15285509.000000 Penalty: 6050.427734
	Iteration 20F: 3 clusters Score -1.528551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 198256 members 
Entering Unmasked Estep 
Score: -15285516.000000 Penalty: 6050.427734
	Iteration 21Q: 3 clusters Score -1.528552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 198257 members 
Entering Unmasked Estep 
Score: -15285520.000000 Penalty: 6050.427734
	Iteration 22Q: 3 clusters Score -1.528552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 198256 members 
Entering Unmasked Estep 
Score: -15285518.000000 Penalty: 6050.427734
	Iteration 23Q: 3 clusters Score -1.528552e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 198256 members 
Entering Unmasked Estep 
Score: -15285518.000000 Penalty: 6050.427734
	Iteration 24F: 3 clusters Score -1.528552e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Entering Unmasked Estep 
Score: -742914.750000 Penalty: 2282.721680
	Iteration 0F: 2 clusters Score -742914.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -735308.437500 Penalty: 4565.443359
	Iteration 0F: 3 clusters Score -735308.4 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -737553.937500 Penalty: 4565.443359
	Iteration 1F: 3 clusters Score -737553.9 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -737871.937500 Penalty: 4565.443359
	Iteration 2F: 3 clusters Score -737871.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -738092.437500 Penalty: 4565.443359
	Iteration 3Q: 3 clusters Score -738092.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -738264.875000 Penalty: 4565.443359
	Iteration 4Q: 3 clusters Score -738264.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -738405.687500 Penalty: 4565.443359
	Iteration 5Q: 3 clusters Score -738405.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -738551.312500 Penalty: 4565.443359
	Iteration 6Q: 3 clusters Score -738551.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -738699.437500 Penalty: 4565.443359
	Iteration 7Q: 3 clusters Score -738699.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -738883.187500 Penalty: 4565.443359
	Iteration 8Q: 3 clusters Score -738883.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -739165.000000 Penalty: 4565.443359
	Iteration 9Q: 3 clusters Score -739165 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -739530.937500 Penalty: 4565.443359
	Iteration 10Q: 3 clusters Score -739530.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -740021.875000 Penalty: 4565.443359
	Iteration 11F: 3 clusters Score -740021.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -740566.625000 Penalty: 4565.443359
	Iteration 12F: 3 clusters Score -740566.6 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -741032.875000 Penalty: 4565.443359
	Iteration 13F: 3 clusters Score -741032.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -741344.812500 Penalty: 4565.443359
	Iteration 14Q: 3 clusters Score -741344.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -741573.375000 Penalty: 4565.443359
	Iteration 15Q: 3 clusters Score -741573.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -741774.500000 Penalty: 4565.443359
	Iteration 16Q: 3 clusters Score -741774.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -741935.000000 Penalty: 4565.443359
	Iteration 17Q: 3 clusters Score -741935 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -742091.937500 Penalty: 4565.443359
	Iteration 18Q: 3 clusters Score -742091.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -742278.750000 Penalty: 4565.443359
	Iteration 19Q: 3 clusters Score -742278.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -742414.750000 Penalty: 4565.443359
	Iteration 20F: 3 clusters Score -742414.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -742513.312500 Penalty: 4565.443359
	Iteration 21Q: 3 clusters Score -742513.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -742597.500000 Penalty: 4565.443359
	Iteration 22Q: 3 clusters Score -742597.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -742660.125000 Penalty: 4565.443359
	Iteration 23Q: 3 clusters Score -742660.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -742700.375000 Penalty: 4565.443359
	Iteration 24Q: 3 clusters Score -742700.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -742724.250000 Penalty: 4565.443359
	Iteration 25Q: 3 clusters Score -742724.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -742743.625000 Penalty: 4565.443359
	Iteration 26Q: 3 clusters Score -742743.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -742751.312500 Penalty: 4565.443359
	Iteration 27Q: 3 clusters Score -742751.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -742753.562500 Penalty: 4565.443359
	Iteration 28Q: 3 clusters Score -742753.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -742754.750000 Penalty: 4565.443359
	Iteration 29Q: 3 clusters Score -742754.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -742753.687500 Penalty: 4565.443359
	Iteration 30Q: 3 clusters Score -742753.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -742754.000000 Penalty: 4565.443359
	Iteration 31Q: 3 clusters Score -742754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -742755.312500 Penalty: 4565.443359
	Iteration 32Q: 3 clusters Score -742755.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -742755.812500 Penalty: 4565.443359
	Iteration 33Q: 3 clusters Score -742755.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -742756.625000 Penalty: 4565.443359
	Iteration 34Q: 3 clusters Score -742756.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -742758.375000 Penalty: 4565.443359
	Iteration 35Q: 3 clusters Score -742758.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -742758.875000 Penalty: 4565.443359
	Iteration 36Q: 3 clusters Score -742758.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -742760.937500 Penalty: 4565.443359
	Iteration 37Q: 3 clusters Score -742760.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -742760.187500 Penalty: 4565.443359
	Iteration 38Q: 3 clusters Score -742760.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -742760.687500 Penalty: 4565.443359
	Iteration 39Q: 3 clusters Score -742760.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -742760.687500 Penalty: 4565.443359
	Iteration 40F: 3 clusters Score -742760.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (80687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80687 members 
Entering Unmasked Estep 
Score: -6152017.500000 Penalty: 2801.986572
	Iteration 0F: 2 clusters Score -6152018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -6098120.000000 Penalty: 5603.973145
	Iteration 0F: 3 clusters Score -6098120 nChanged 37881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -6119548.000000 Penalty: 5603.973145
	Iteration 1F: 3 clusters Score -6119548 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -6120148.500000 Penalty: 5603.973145
	Iteration 2Q: 3 clusters Score -6120148 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -6120832.000000 Penalty: 5603.973145
	Iteration 3Q: 3 clusters Score -6120832 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -6121684.500000 Penalty: 5603.973145
	Iteration 4Q: 3 clusters Score -6121684 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -6122922.000000 Penalty: 5603.973145
	Iteration 5Q: 3 clusters Score -6122922 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -6124682.500000 Penalty: 5603.973145
	Iteration 6Q: 3 clusters Score -6124682 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 52728 members 
Entering Unmasked Estep 
Score: -6127052.500000 Penalty: 5603.973145
	Iteration 7Q: 3 clusters Score -6127052 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 56873 members 
Entering Unmasked Estep 
Score: -6130203.500000 Penalty: 5603.973145
	Iteration 8F: 3 clusters Score -6130204 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 61643 members 
Entering Unmasked Estep 
Score: -6134108.500000 Penalty: 5603.973145
	Iteration 9F: 3 clusters Score -6134108 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 66517 members 
Entering Unmasked Estep 
Score: -6138342.000000 Penalty: 5603.973145
	Iteration 10F: 3 clusters Score -6138342 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 70815 members 
Entering Unmasked Estep 
Score: -6142134.000000 Penalty: 5603.973145
	Iteration 11F: 3 clusters Score -6142134 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 74040 members 
Entering Unmasked Estep 
Score: -6144869.000000 Penalty: 5603.973145
	Iteration 12Q: 3 clusters Score -6144869 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 76281 members 
Entering Unmasked Estep 
Score: -6146752.000000 Penalty: 5603.973145
	Iteration 13Q: 3 clusters Score -6146752 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 77738 members 
Entering Unmasked Estep 
Score: -6147925.000000 Penalty: 5603.973145
	Iteration 14Q: 3 clusters Score -6147925 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 78622 members 
Entering Unmasked Estep 
Score: -6148576.500000 Penalty: 5603.973145
	Iteration 15Q: 3 clusters Score -6148576 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 79151 members 
Entering Unmasked Estep 
Score: -6148972.500000 Penalty: 5603.973145
	Iteration 16Q: 3 clusters Score -6148972 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 79461 members 
Entering Unmasked Estep 
Score: -6149227.000000 Penalty: 5603.973145
	Iteration 17Q: 3 clusters Score -6149227 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 79647 members 
Entering Unmasked Estep 
Score: -6149356.500000 Penalty: 5603.973145
	Iteration 18Q: 3 clusters Score -6149356 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 79776 members 
Entering Unmasked Estep 
Score: -6149454.500000 Penalty: 5603.973145
	Iteration 19Q: 3 clusters Score -6149454 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 79857 members 
Entering Unmasked Estep 
Score: -6149513.500000 Penalty: 5603.973145
	Iteration 20F: 3 clusters Score -6149514 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 79909 members 
Entering Unmasked Estep 
Score: -6149560.500000 Penalty: 5603.973145
	Iteration 21Q: 3 clusters Score -6149560 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 79940 members 
Entering Unmasked Estep 
Score: -6149584.500000 Penalty: 5603.973145
	Iteration 22Q: 3 clusters Score -6149584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 79962 members 
Entering Unmasked Estep 
Score: -6149604.000000 Penalty: 5603.973145
	Iteration 23Q: 3 clusters Score -6149604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 79975 members 
Entering Unmasked Estep 
Score: -6149615.500000 Penalty: 5603.973145
	Iteration 24Q: 3 clusters Score -6149616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 79985 members 
Entering Unmasked Estep 
Score: -6149624.500000 Penalty: 5603.973145
	Iteration 25Q: 3 clusters Score -6149624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 79992 members 
Entering Unmasked Estep 
Score: -6149628.500000 Penalty: 5603.973145
	Iteration 26Q: 3 clusters Score -6149628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 80000 members 
Entering Unmasked Estep 
Score: -6149632.000000 Penalty: 5603.973145
	Iteration 27Q: 3 clusters Score -6149632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 80009 members 
Entering Unmasked Estep 
Score: -6149636.500000 Penalty: 5603.973145
	Iteration 28Q: 3 clusters Score -6149636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 80019 members 
Entering Unmasked Estep 
Score: -6149630.000000 Penalty: 5603.973145
	Iteration 29Q: 3 clusters Score -6149630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 80026 members 
Entering Unmasked Estep 
Score: -6149633.000000 Penalty: 5603.973145
	Iteration 30Q: 3 clusters Score -6149633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 80035 members 
Entering Unmasked Estep 
Score: -6149637.500000 Penalty: 5603.973145
	Iteration 31Q: 3 clusters Score -6149638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 80043 members 
Entering Unmasked Estep 
Score: -6149643.500000 Penalty: 5603.973145
	Iteration 32Q: 3 clusters Score -6149644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 80047 members 
Entering Unmasked Estep 
Score: -6149647.000000 Penalty: 5603.973145
	Iteration 33Q: 3 clusters Score -6149647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 80050 members 
Entering Unmasked Estep 
Score: -6149652.500000 Penalty: 5603.973145
	Iteration 34Q: 3 clusters Score -6149652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 80054 members 
Entering Unmasked Estep 
Score: -6149648.000000 Penalty: 5603.973145
	Iteration 35Q: 3 clusters Score -6149648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 80057 members 
Entering Unmasked Estep 
Score: -6149653.500000 Penalty: 5603.973145
	Iteration 36Q: 3 clusters Score -6149654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 80059 members 
Entering Unmasked Estep 
Score: -6149649.000000 Penalty: 5603.973145
	Iteration 37Q: 3 clusters Score -6149649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 80061 members 
Entering Unmasked Estep 
Score: -6149651.500000 Penalty: 5603.973145
	Iteration 38Q: 3 clusters Score -6149652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 80065 members 
Entering Unmasked Estep 
Score: -6149652.000000 Penalty: 5603.973145
	Iteration 39Q: 3 clusters Score -6149652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 80066 members 
Entering Unmasked Estep 
Score: -6149652.500000 Penalty: 5603.973145
	Iteration 40F: 3 clusters Score -6149652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 80067 members 
Entering Unmasked Estep 
Score: -6149655.000000 Penalty: 5603.973145
	Iteration 41Q: 3 clusters Score -6149655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 80068 members 
Entering Unmasked Estep 
Score: -6149655.500000 Penalty: 5603.973145
	Iteration 42Q: 3 clusters Score -6149656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 80066 members 
Entering Unmasked Estep 
Score: -6149655.000000 Penalty: 5603.973145
	Iteration 43Q: 3 clusters Score -6149655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 80066 members 
Entering Unmasked Estep 
Score: -6149655.000000 Penalty: 5603.973145
	Iteration 44F: 3 clusters Score -6149655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Entering Unmasked Estep 
Score: -1783638.875000 Penalty: 2499.465820
	Iteration 0F: 2 clusters Score -1783639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1767068.000000 Penalty: 4998.931641
	Iteration 0F: 3 clusters Score -1767068 nChanged 10637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1773049.625000 Penalty: 4998.931641
	Iteration 1F: 3 clusters Score -1773050 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1773734.000000 Penalty: 4998.931641
	Iteration 2F: 3 clusters Score -1773734 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1774461.500000 Penalty: 4998.931641
	Iteration 3F: 3 clusters Score -1774462 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1775248.750000 Penalty: 4998.931641
	Iteration 4F: 3 clusters Score -1775249 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1776024.500000 Penalty: 4998.931641
	Iteration 5F: 3 clusters Score -1776024 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1776783.000000 Penalty: 4998.931641
	Iteration 6F: 3 clusters Score -1776783 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1777430.250000 Penalty: 4998.931641
	Iteration 7F: 3 clusters Score -1777430 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1778005.625000 Penalty: 4998.931641
	Iteration 8Q: 3 clusters Score -1778006 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1778527.750000 Penalty: 4998.931641
	Iteration 9Q: 3 clusters Score -1778528 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1779032.375000 Penalty: 4998.931641
	Iteration 10Q: 3 clusters Score -1779032 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1779559.125000 Penalty: 4998.931641
	Iteration 11Q: 3 clusters Score -1779559 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1780021.250000 Penalty: 4998.931641
	Iteration 12Q: 3 clusters Score -1780021 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1780382.625000 Penalty: 4998.931641
	Iteration 13Q: 3 clusters Score -1780383 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1780670.875000 Penalty: 4998.931641
	Iteration 14Q: 3 clusters Score -1780671 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1780899.625000 Penalty: 4998.931641
	Iteration 15Q: 3 clusters Score -1780900 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1781054.625000 Penalty: 4998.931641
	Iteration 16Q: 3 clusters Score -1781055 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1781189.875000 Penalty: 4998.931641
	Iteration 17Q: 3 clusters Score -1781190 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1781305.750000 Penalty: 4998.931641
	Iteration 18Q: 3 clusters Score -1781306 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1781412.500000 Penalty: 4998.931641
	Iteration 19Q: 3 clusters Score -1781412 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1781522.375000 Penalty: 4998.931641
	Iteration 20F: 3 clusters Score -1781522 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1781586.125000 Penalty: 4998.931641
	Iteration 21Q: 3 clusters Score -1781586 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1781650.625000 Penalty: 4998.931641
	Iteration 22Q: 3 clusters Score -1781651 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1781689.250000 Penalty: 4998.931641
	Iteration 23Q: 3 clusters Score -1781689 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1781731.375000 Penalty: 4998.931641
	Iteration 24Q: 3 clusters Score -1781731 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1781764.500000 Penalty: 4998.931641
	Iteration 25Q: 3 clusters Score -1781764 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1781784.875000 Penalty: 4998.931641
	Iteration 26Q: 3 clusters Score -1781785 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1781809.250000 Penalty: 4998.931641
	Iteration 27Q: 3 clusters Score -1781809 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1781837.125000 Penalty: 4998.931641
	Iteration 28Q: 3 clusters Score -1781837 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1781850.625000 Penalty: 4998.931641
	Iteration 29Q: 3 clusters Score -1781851 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1781865.250000 Penalty: 4998.931641
	Iteration 30Q: 3 clusters Score -1781865 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1781877.625000 Penalty: 4998.931641
	Iteration 31Q: 3 clusters Score -1781878 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1781886.625000 Penalty: 4998.931641
	Iteration 32Q: 3 clusters Score -1781887 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1781896.125000 Penalty: 4998.931641
	Iteration 33Q: 3 clusters Score -1781896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1781909.125000 Penalty: 4998.931641
	Iteration 34Q: 3 clusters Score -1781909 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1781923.750000 Penalty: 4998.931641
	Iteration 35Q: 3 clusters Score -1781924 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1781930.125000 Penalty: 4998.931641
	Iteration 36Q: 3 clusters Score -1781930 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1781932.375000 Penalty: 4998.931641
	Iteration 37Q: 3 clusters Score -1781932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1781940.375000 Penalty: 4998.931641
	Iteration 38Q: 3 clusters Score -1781940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1781945.250000 Penalty: 4998.931641
	Iteration 39Q: 3 clusters Score -1781945 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1781957.500000 Penalty: 4998.931641
	Iteration 40F: 3 clusters Score -1781958 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1781957.625000 Penalty: 4998.931641
	Iteration 41Q: 3 clusters Score -1781958 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1781965.125000 Penalty: 4998.931641
	Iteration 42Q: 3 clusters Score -1781965 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1781971.250000 Penalty: 4998.931641
	Iteration 43Q: 3 clusters Score -1781971 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1781983.250000 Penalty: 4998.931641
	Iteration 44Q: 3 clusters Score -1781983 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1781991.250000 Penalty: 4998.931641
	Iteration 45Q: 3 clusters Score -1781991 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1781996.375000 Penalty: 4998.931641
	Iteration 46Q: 3 clusters Score -1781996 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1782011.000000 Penalty: 4998.931641
	Iteration 47Q: 3 clusters Score -1782011 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1782015.875000 Penalty: 4998.931641
	Iteration 48Q: 3 clusters Score -1782016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1782028.125000 Penalty: 4998.931641
	Iteration 49Q: 3 clusters Score -1782028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1782034.625000 Penalty: 4998.931641
	Iteration 50Q: 3 clusters Score -1782035 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1782034.625000 Penalty: 4998.931641
	Iteration 51Q: 3 clusters Score -1782035 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1782032.875000 Penalty: 4998.931641
	Iteration 52Q: 3 clusters Score -1782033 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1782040.125000 Penalty: 4998.931641
	Iteration 53Q: 3 clusters Score -1782040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1782045.500000 Penalty: 4998.931641
	Iteration 54Q: 3 clusters Score -1782046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1782055.750000 Penalty: 4998.931641
	Iteration 55Q: 3 clusters Score -1782056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1782063.750000 Penalty: 4998.931641
	Iteration 56Q: 3 clusters Score -1782064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1782063.500000 Penalty: 4998.931641
	Iteration 57Q: 3 clusters Score -1782064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1782065.375000 Penalty: 4998.931641
	Iteration 58Q: 3 clusters Score -1782065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1782069.625000 Penalty: 4998.931641
	Iteration 59Q: 3 clusters Score -1782070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1782065.125000 Penalty: 4998.931641
	Iteration 60F: 3 clusters Score -1782065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1782069.875000 Penalty: 4998.931641
	Iteration 61Q: 3 clusters Score -1782070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1782069.375000 Penalty: 4998.931641
	Iteration 62Q: 3 clusters Score -1782069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1782072.875000 Penalty: 4998.931641
	Iteration 63Q: 3 clusters Score -1782073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1782073.875000 Penalty: 4998.931641
	Iteration 64Q: 3 clusters Score -1782074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1782074.375000 Penalty: 4998.931641
	Iteration 65Q: 3 clusters Score -1782074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1782073.375000 Penalty: 4998.931641
	Iteration 66Q: 3 clusters Score -1782073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1782077.125000 Penalty: 4998.931641
	Iteration 67Q: 3 clusters Score -1782077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1782077.625000 Penalty: 4998.931641
	Iteration 68Q: 3 clusters Score -1782078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1782077.625000 Penalty: 4998.931641
	Iteration 69F: 3 clusters Score -1782078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Entering Unmasked Estep 
Score: -764505.750000 Penalty: 2296.854248
	Iteration 0F: 2 clusters Score -764505.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -756468.500000 Penalty: 4593.708496
	Iteration 0F: 3 clusters Score -756468.5 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -758879.125000 Penalty: 4593.708496
	Iteration 1F: 3 clusters Score -758879.1 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -759250.875000 Penalty: 4593.708496
	Iteration 2F: 3 clusters Score -759250.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -759551.937500 Penalty: 4593.708496
	Iteration 3F: 3 clusters Score -759551.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -759831.187500 Penalty: 4593.708496
	Iteration 4Q: 3 clusters Score -759831.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -760104.125000 Penalty: 4593.708496
	Iteration 5Q: 3 clusters Score -760104.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -760358.562500 Penalty: 4593.708496
	Iteration 6Q: 3 clusters Score -760358.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -760579.375000 Penalty: 4593.708496
	Iteration 7Q: 3 clusters Score -760579.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -760782.125000 Penalty: 4593.708496
	Iteration 8Q: 3 clusters Score -760782.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -760961.687500 Penalty: 4593.708496
	Iteration 9Q: 3 clusters Score -760961.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -761112.000000 Penalty: 4593.708496
	Iteration 10Q: 3 clusters Score -761112 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -761242.562500 Penalty: 4593.708496
	Iteration 11Q: 3 clusters Score -761242.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -761357.937500 Penalty: 4593.708496
	Iteration 12Q: 3 clusters Score -761357.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -761465.812500 Penalty: 4593.708496
	Iteration 13Q: 3 clusters Score -761465.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -761543.750000 Penalty: 4593.708496
	Iteration 14Q: 3 clusters Score -761543.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -761617.500000 Penalty: 4593.708496
	Iteration 15Q: 3 clusters Score -761617.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -761696.750000 Penalty: 4593.708496
	Iteration 16Q: 3 clusters Score -761696.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -761767.500000 Penalty: 4593.708496
	Iteration 17Q: 3 clusters Score -761767.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -761833.187500 Penalty: 4593.708496
	Iteration 18Q: 3 clusters Score -761833.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -761898.250000 Penalty: 4593.708496
	Iteration 19Q: 3 clusters Score -761898.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -761949.000000 Penalty: 4593.708496
	Iteration 20F: 3 clusters Score -761949 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -762010.125000 Penalty: 4593.708496
	Iteration 21Q: 3 clusters Score -762010.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -762057.187500 Penalty: 4593.708496
	Iteration 22Q: 3 clusters Score -762057.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -762093.687500 Penalty: 4593.708496
	Iteration 23Q: 3 clusters Score -762093.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -762127.375000 Penalty: 4593.708496
	Iteration 24Q: 3 clusters Score -762127.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -762156.125000 Penalty: 4593.708496
	Iteration 25Q: 3 clusters Score -762156.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -762183.625000 Penalty: 4593.708496
	Iteration 26Q: 3 clusters Score -762183.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -762203.687500 Penalty: 4593.708496
	Iteration 27Q: 3 clusters Score -762203.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -762222.375000 Penalty: 4593.708496
	Iteration 28Q: 3 clusters Score -762222.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -762242.125000 Penalty: 4593.708496
	Iteration 29Q: 3 clusters Score -762242.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -762262.625000 Penalty: 4593.708496
	Iteration 30Q: 3 clusters Score -762262.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -762288.312500 Penalty: 4593.708496
	Iteration 31Q: 3 clusters Score -762288.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -762309.687500 Penalty: 4593.708496
	Iteration 32Q: 3 clusters Score -762309.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -762330.125000 Penalty: 4593.708496
	Iteration 33Q: 3 clusters Score -762330.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -762379.125000 Penalty: 4593.708496
	Iteration 34Q: 3 clusters Score -762379.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -762448.500000 Penalty: 4593.708496
	Iteration 35Q: 3 clusters Score -762448.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -762547.062500 Penalty: 4593.708496
	Iteration 36Q: 3 clusters Score -762547.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -762630.562500 Penalty: 4593.708496
	Iteration 37Q: 3 clusters Score -762630.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -762697.375000 Penalty: 4593.708496
	Iteration 38Q: 3 clusters Score -762697.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -762749.437500 Penalty: 4593.708496
	Iteration 39Q: 3 clusters Score -762749.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -762783.187500 Penalty: 4593.708496
	Iteration 40F: 3 clusters Score -762783.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -762795.937500 Penalty: 4593.708496
	Iteration 41Q: 3 clusters Score -762795.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -762811.875000 Penalty: 4593.708496
	Iteration 42Q: 3 clusters Score -762811.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -762828.687500 Penalty: 4593.708496
	Iteration 43Q: 3 clusters Score -762828.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -762835.500000 Penalty: 4593.708496
	Iteration 44Q: 3 clusters Score -762835.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -762839.312500 Penalty: 4593.708496
	Iteration 45Q: 3 clusters Score -762839.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -762839.875000 Penalty: 4593.708496
	Iteration 46Q: 3 clusters Score -762839.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -762839.562500 Penalty: 4593.708496
	Iteration 47Q: 3 clusters Score -762839.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -762839.875000 Penalty: 4593.708496
	Iteration 48Q: 3 clusters Score -762839.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -762841.250000 Penalty: 4593.708496
	Iteration 49Q: 3 clusters Score -762841.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -762844.125000 Penalty: 4593.708496
	Iteration 50Q: 3 clusters Score -762844.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -762845.937500 Penalty: 4593.708496
	Iteration 51Q: 3 clusters Score -762845.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -762849.687500 Penalty: 4593.708496
	Iteration 52Q: 3 clusters Score -762849.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -762848.437500 Penalty: 4593.708496
	Iteration 53Q: 3 clusters Score -762848.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -762850.375000 Penalty: 4593.708496
	Iteration 54Q: 3 clusters Score -762850.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -762850.250000 Penalty: 4593.708496
	Iteration 55Q: 3 clusters Score -762850.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -762850.250000 Penalty: 4593.708496
	Iteration 56F: 3 clusters Score -762850.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Entering Unmasked Estep 
Score: -132556.171875 Penalty: 1937.770630
	Iteration 0F: 2 clusters Score -132556.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -129748.625000 Penalty: 3875.541260
	Iteration 0F: 3 clusters Score -129748.6 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -130613.906250 Penalty: 3875.541260
	Iteration 1F: 3 clusters Score -130613.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -130970.984375 Penalty: 3875.541260
	Iteration 2F: 3 clusters Score -130971 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -131220.265625 Penalty: 3875.541260
	Iteration 3F: 3 clusters Score -131220.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -131428.546875 Penalty: 3875.541260
	Iteration 4F: 3 clusters Score -131428.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -131564.437500 Penalty: 3875.541260
	Iteration 5Q: 3 clusters Score -131564.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -131645.125000 Penalty: 3875.541260
	Iteration 6Q: 3 clusters Score -131645.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -131693.328125 Penalty: 3875.541260
	Iteration 7Q: 3 clusters Score -131693.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -131726.234375 Penalty: 3875.541260
	Iteration 8Q: 3 clusters Score -131726.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -131753.187500 Penalty: 3875.541260
	Iteration 9Q: 3 clusters Score -131753.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -131776.312500 Penalty: 3875.541260
	Iteration 10Q: 3 clusters Score -131776.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -131807.968750 Penalty: 3875.541260
	Iteration 11Q: 3 clusters Score -131808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -131830.906250 Penalty: 3875.541260
	Iteration 12Q: 3 clusters Score -131830.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -131843.859375 Penalty: 3875.541260
	Iteration 13Q: 3 clusters Score -131843.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -131854.390625 Penalty: 3875.541260
	Iteration 14Q: 3 clusters Score -131854.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -131865.625000 Penalty: 3875.541260
	Iteration 15Q: 3 clusters Score -131865.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -131872.593750 Penalty: 3875.541260
	Iteration 16Q: 3 clusters Score -131872.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -131878.421875 Penalty: 3875.541260
	Iteration 17Q: 3 clusters Score -131878.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -131884.984375 Penalty: 3875.541260
	Iteration 18Q: 3 clusters Score -131885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -131891.500000 Penalty: 3875.541260
	Iteration 19Q: 3 clusters Score -131891.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -131894.328125 Penalty: 3875.541260
	Iteration 20F: 3 clusters Score -131894.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -131898.203125 Penalty: 3875.541260
	Iteration 21Q: 3 clusters Score -131898.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -131902.859375 Penalty: 3875.541260
	Iteration 22Q: 3 clusters Score -131902.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -131911.625000 Penalty: 3875.541260
	Iteration 23Q: 3 clusters Score -131911.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -131914.234375 Penalty: 3875.541260
	Iteration 24Q: 3 clusters Score -131914.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -131923.687500 Penalty: 3875.541260
	Iteration 25Q: 3 clusters Score -131923.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -131930.140625 Penalty: 3875.541260
	Iteration 26Q: 3 clusters Score -131930.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -131930.968750 Penalty: 3875.541260
	Iteration 27Q: 3 clusters Score -131931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -131933.437500 Penalty: 3875.541260
	Iteration 28Q: 3 clusters Score -131933.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -131934.765625 Penalty: 3875.541260
	Iteration 29Q: 3 clusters Score -131934.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -131934.765625 Penalty: 3875.541260
	Iteration 30F: 3 clusters Score -131934.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Entering Unmasked Estep 
Score: -3482029.500000 Penalty: 2663.766602
	Iteration 0F: 2 clusters Score -3482030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -3450876.000000 Penalty: 5327.533203
	Iteration 0F: 3 clusters Score -3450876 nChanged 21352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -3463281.250000 Penalty: 5327.533203
	Iteration 1F: 3 clusters Score -3463281 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -3464219.750000 Penalty: 5327.533203
	Iteration 2Q: 3 clusters Score -3464220 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -3465157.750000 Penalty: 5327.533203
	Iteration 3Q: 3 clusters Score -3465158 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -3466140.000000 Penalty: 5327.533203
	Iteration 4Q: 3 clusters Score -3466140 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -3467129.500000 Penalty: 5327.533203
	Iteration 5Q: 3 clusters Score -3467130 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -3468285.250000 Penalty: 5327.533203
	Iteration 6Q: 3 clusters Score -3468285 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -3469494.750000 Penalty: 5327.533203
	Iteration 7Q: 3 clusters Score -3469495 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -3470882.250000 Penalty: 5327.533203
	Iteration 8Q: 3 clusters Score -3470882 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -3472174.000000 Penalty: 5327.533203
	Iteration 9Q: 3 clusters Score -3472174 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -3473160.250000 Penalty: 5327.533203
	Iteration 10Q: 3 clusters Score -3473160 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -3473784.500000 Penalty: 5327.533203
	Iteration 11Q: 3 clusters Score -3473784 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -3474184.250000 Penalty: 5327.533203
	Iteration 12Q: 3 clusters Score -3474184 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -3474441.500000 Penalty: 5327.533203
	Iteration 13Q: 3 clusters Score -3474442 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -3474656.250000 Penalty: 5327.533203
	Iteration 14Q: 3 clusters Score -3474656 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -3474871.750000 Penalty: 5327.533203
	Iteration 15Q: 3 clusters Score -3474872 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -3475073.000000 Penalty: 5327.533203
	Iteration 16Q: 3 clusters Score -3475073 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -3475234.000000 Penalty: 5327.533203
	Iteration 17Q: 3 clusters Score -3475234 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -3475426.000000 Penalty: 5327.533203
	Iteration 18Q: 3 clusters Score -3475426 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -3475630.500000 Penalty: 5327.533203
	Iteration 19Q: 3 clusters Score -3475630 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -3475873.000000 Penalty: 5327.533203
	Iteration 20F: 3 clusters Score -3475873 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -3476122.500000 Penalty: 5327.533203
	Iteration 21Q: 3 clusters Score -3476122 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -3476398.000000 Penalty: 5327.533203
	Iteration 22Q: 3 clusters Score -3476398 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -3476668.500000 Penalty: 5327.533203
	Iteration 23Q: 3 clusters Score -3476668 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -3476968.500000 Penalty: 5327.533203
	Iteration 24Q: 3 clusters Score -3476968 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -3477321.500000 Penalty: 5327.533203
	Iteration 25Q: 3 clusters Score -3477322 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -3477638.000000 Penalty: 5327.533203
	Iteration 26Q: 3 clusters Score -3477638 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -3477912.250000 Penalty: 5327.533203
	Iteration 27Q: 3 clusters Score -3477912 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -3478171.500000 Penalty: 5327.533203
	Iteration 28Q: 3 clusters Score -3478172 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3478385.250000 Penalty: 5327.533203
	Iteration 29Q: 3 clusters Score -3478385 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -3478563.250000 Penalty: 5327.533203
	Iteration 30Q: 3 clusters Score -3478563 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -3478753.250000 Penalty: 5327.533203
	Iteration 31Q: 3 clusters Score -3478753 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3478881.750000 Penalty: 5327.533203
	Iteration 32Q: 3 clusters Score -3478882 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3479009.000000 Penalty: 5327.533203
	Iteration 33Q: 3 clusters Score -3479009 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3479104.000000 Penalty: 5327.533203
	Iteration 34Q: 3 clusters Score -3479104 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3479192.000000 Penalty: 5327.533203
	Iteration 35Q: 3 clusters Score -3479192 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3479272.000000 Penalty: 5327.533203
	Iteration 36Q: 3 clusters Score -3479272 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3479367.750000 Penalty: 5327.533203
	Iteration 37Q: 3 clusters Score -3479368 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3479440.500000 Penalty: 5327.533203
	Iteration 38Q: 3 clusters Score -3479440 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3479515.750000 Penalty: 5327.533203
	Iteration 39Q: 3 clusters Score -3479516 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3479578.750000 Penalty: 5327.533203
	Iteration 40F: 3 clusters Score -3479579 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3479641.000000 Penalty: 5327.533203
	Iteration 41Q: 3 clusters Score -3479641 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3479674.250000 Penalty: 5327.533203
	Iteration 42Q: 3 clusters Score -3479674 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3479687.750000 Penalty: 5327.533203
	Iteration 43Q: 3 clusters Score -3479688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3479700.250000 Penalty: 5327.533203
	Iteration 44Q: 3 clusters Score -3479700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3479717.750000 Penalty: 5327.533203
	Iteration 45Q: 3 clusters Score -3479718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45158 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3479731.000000 Penalty: 5327.533203
	Iteration 46Q: 3 clusters Score -3479731 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3479737.250000 Penalty: 5327.533203
	Iteration 47Q: 3 clusters Score -3479737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3479751.250000 Penalty: 5327.533203
	Iteration 48Q: 3 clusters Score -3479751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3479754.500000 Penalty: 5327.533203
	Iteration 49Q: 3 clusters Score -3479754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3479767.250000 Penalty: 5327.533203
	Iteration 50Q: 3 clusters Score -3479767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3479784.750000 Penalty: 5327.533203
	Iteration 51Q: 3 clusters Score -3479785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3479787.500000 Penalty: 5327.533203
	Iteration 52Q: 3 clusters Score -3479788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3479797.250000 Penalty: 5327.533203
	Iteration 53Q: 3 clusters Score -3479797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3479797.750000 Penalty: 5327.533203
	Iteration 54Q: 3 clusters Score -3479798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3479800.250000 Penalty: 5327.533203
	Iteration 55Q: 3 clusters Score -3479800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3479805.250000 Penalty: 5327.533203
	Iteration 56Q: 3 clusters Score -3479805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3479809.250000 Penalty: 5327.533203
	Iteration 57Q: 3 clusters Score -3479809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3479813.250000 Penalty: 5327.533203
	Iteration 58Q: 3 clusters Score -3479813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3479810.000000 Penalty: 5327.533203
	Iteration 59Q: 3 clusters Score -3479810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3479822.750000 Penalty: 5327.533203
	Iteration 60F: 3 clusters Score -3479823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3479819.250000 Penalty: 5327.533203
	Iteration 61Q: 3 clusters Score -3479819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3479819.250000 Penalty: 5327.533203
	Iteration 62F: 3 clusters Score -3479819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -221248.718750 Penalty: 1997.127319
	Iteration 0F: 2 clusters Score -221248.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -217897.796875 Penalty: 3994.254639
	Iteration 0F: 3 clusters Score -217897.8 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -218613.500000 Penalty: 3994.254639
	Iteration 1F: 3 clusters Score -218613.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -218860.656250 Penalty: 3994.254639
	Iteration 2F: 3 clusters Score -218860.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -219070.984375 Penalty: 3994.254639
	Iteration 3F: 3 clusters Score -219071 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -219272.812500 Penalty: 3994.254639
	Iteration 4F: 3 clusters Score -219272.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -219445.281250 Penalty: 3994.254639
	Iteration 5Q: 3 clusters Score -219445.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -219577.906250 Penalty: 3994.254639
	Iteration 6Q: 3 clusters Score -219577.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -219681.421875 Penalty: 3994.254639
	Iteration 7Q: 3 clusters Score -219681.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -219771.281250 Penalty: 3994.254639
	Iteration 8Q: 3 clusters Score -219771.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -219868.218750 Penalty: 3994.254639
	Iteration 9Q: 3 clusters Score -219868.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -219984.906250 Penalty: 3994.254639
	Iteration 10Q: 3 clusters Score -219984.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -220128.328125 Penalty: 3994.254639
	Iteration 11Q: 3 clusters Score -220128.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -220279.046875 Penalty: 3994.254639
	Iteration 12Q: 3 clusters Score -220279 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -220430.781250 Penalty: 3994.254639
	Iteration 13Q: 3 clusters Score -220430.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -220578.140625 Penalty: 3994.254639
	Iteration 14Q: 3 clusters Score -220578.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -220665.359375 Penalty: 3994.254639
	Iteration 15Q: 3 clusters Score -220665.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -220751.062500 Penalty: 3994.254639
	Iteration 16Q: 3 clusters Score -220751.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -220836.109375 Penalty: 3994.254639
	Iteration 17Q: 3 clusters Score -220836.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -220890.687500 Penalty: 3994.254639
	Iteration 18Q: 3 clusters Score -220890.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -220912.093750 Penalty: 3994.254639
	Iteration 19Q: 3 clusters Score -220912.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -220938.109375 Penalty: 3994.254639
	Iteration 20F: 3 clusters Score -220938.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -220950.796875 Penalty: 3994.254639
	Iteration 21Q: 3 clusters Score -220950.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -220960.265625 Penalty: 3994.254639
	Iteration 22Q: 3 clusters Score -220960.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -220966.000000 Penalty: 3994.254639
	Iteration 23Q: 3 clusters Score -220966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -220969.218750 Penalty: 3994.254639
	Iteration 24Q: 3 clusters Score -220969.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -220970.421875 Penalty: 3994.254639
	Iteration 25Q: 3 clusters Score -220970.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -220970.421875 Penalty: 3994.254639
	Iteration 26F: 3 clusters Score -220970.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Entering Unmasked Estep 
Score: -491394.593750 Penalty: 2183.398193
	Iteration 0F: 2 clusters Score -491394.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -485801.437500 Penalty: 4366.796387
	Iteration 0F: 3 clusters Score -485801.4 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -487385.656250 Penalty: 4366.796387
	Iteration 1F: 3 clusters Score -487385.7 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -487779.843750 Penalty: 4366.796387
	Iteration 2F: 3 clusters Score -487779.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -488089.968750 Penalty: 4366.796387
	Iteration 3F: 3 clusters Score -488090 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -488349.625000 Penalty: 4366.796387
	Iteration 4F: 3 clusters Score -488349.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -488535.531250 Penalty: 4366.796387
	Iteration 5Q: 3 clusters Score -488535.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -488657.312500 Penalty: 4366.796387
	Iteration 6Q: 3 clusters Score -488657.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -488740.843750 Penalty: 4366.796387
	Iteration 7Q: 3 clusters Score -488740.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -488798.250000 Penalty: 4366.796387
	Iteration 8Q: 3 clusters Score -488798.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -488845.468750 Penalty: 4366.796387
	Iteration 9Q: 3 clusters Score -488845.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -488885.531250 Penalty: 4366.796387
	Iteration 10Q: 3 clusters Score -488885.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -488918.875000 Penalty: 4366.796387
	Iteration 11Q: 3 clusters Score -488918.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -488955.437500 Penalty: 4366.796387
	Iteration 12Q: 3 clusters Score -488955.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -488985.218750 Penalty: 4366.796387
	Iteration 13Q: 3 clusters Score -488985.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -489009.562500 Penalty: 4366.796387
	Iteration 14Q: 3 clusters Score -489009.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -489027.781250 Penalty: 4366.796387
	Iteration 15Q: 3 clusters Score -489027.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -489047.187500 Penalty: 4366.796387
	Iteration 16Q: 3 clusters Score -489047.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -489065.531250 Penalty: 4366.796387
	Iteration 17Q: 3 clusters Score -489065.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -489079.468750 Penalty: 4366.796387
	Iteration 18Q: 3 clusters Score -489079.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -489096.625000 Penalty: 4366.796387
	Iteration 19Q: 3 clusters Score -489096.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -489111.437500 Penalty: 4366.796387
	Iteration 20F: 3 clusters Score -489111.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -489126.218750 Penalty: 4366.796387
	Iteration 21Q: 3 clusters Score -489126.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -489137.750000 Penalty: 4366.796387
	Iteration 22Q: 3 clusters Score -489137.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -489144.531250 Penalty: 4366.796387
	Iteration 23Q: 3 clusters Score -489144.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -489149.343750 Penalty: 4366.796387
	Iteration 24Q: 3 clusters Score -489149.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -489151.250000 Penalty: 4366.796387
	Iteration 25Q: 3 clusters Score -489151.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -489155.187500 Penalty: 4366.796387
	Iteration 26Q: 3 clusters Score -489155.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -489161.125000 Penalty: 4366.796387
	Iteration 27Q: 3 clusters Score -489161.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -489166.125000 Penalty: 4366.796387
	Iteration 28Q: 3 clusters Score -489166.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -489168.281250 Penalty: 4366.796387
	Iteration 29Q: 3 clusters Score -489168.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -489171.750000 Penalty: 4366.796387
	Iteration 30Q: 3 clusters Score -489171.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -489175.718750 Penalty: 4366.796387
	Iteration 31Q: 3 clusters Score -489175.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -489177.437500 Penalty: 4366.796387
	Iteration 32Q: 3 clusters Score -489177.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -489177.750000 Penalty: 4366.796387
	Iteration 33Q: 3 clusters Score -489177.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -489179.937500 Penalty: 4366.796387
	Iteration 34Q: 3 clusters Score -489179.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -489181.687500 Penalty: 4366.796387
	Iteration 35Q: 3 clusters Score -489181.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -489184.062500 Penalty: 4366.796387
	Iteration 36Q: 3 clusters Score -489184.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -489184.375000 Penalty: 4366.796387
	Iteration 37Q: 3 clusters Score -489184.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -489187.093750 Penalty: 4366.796387
	Iteration 38Q: 3 clusters Score -489187.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -489187.593750 Penalty: 4366.796387
	Iteration 39Q: 3 clusters Score -489187.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -489190.531250 Penalty: 4366.796387
	Iteration 40F: 3 clusters Score -489190.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -489190.437500 Penalty: 4366.796387
	Iteration 41Q: 3 clusters Score -489190.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -489190.281250 Penalty: 4366.796387
	Iteration 42Q: 3 clusters Score -489190.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -489190.562500 Penalty: 4366.796387
	Iteration 43Q: 3 clusters Score -489190.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -489190.562500 Penalty: 4366.796387
	Iteration 44F: 3 clusters Score -489190.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (206914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206914 members 
Entering Unmasked Estep 
Score: -15478849.000000 Penalty: 3035.534668
	Iteration 0F: 2 clusters Score -1.547885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103280 members 
Mstep: Class 2 contains 103634 members 
Entering Unmasked Estep 
Score: -15340351.000000 Penalty: 6071.069336
	Iteration 0F: 3 clusters Score -1.534035e+07 nChanged 99718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99266 members 
Mstep: Class 2 contains 107648 members 
Entering Unmasked Estep 
Score: -15398480.000000 Penalty: 6071.069336
	Iteration 1F: 3 clusters Score -1.539848e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96515 members 
Mstep: Class 2 contains 110399 members 
Entering Unmasked Estep 
Score: -15399532.000000 Penalty: 6071.069336
	Iteration 2Q: 3 clusters Score -1.539953e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92088 members 
Mstep: Class 2 contains 114826 members 
Entering Unmasked Estep 
Score: -15401209.000000 Penalty: 6071.069336
	Iteration 3Q: 3 clusters Score -1.540121e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85212 members 
Mstep: Class 2 contains 121702 members 
Entering Unmasked Estep 
Score: -15404041.000000 Penalty: 6071.069336
	Iteration 4Q: 3 clusters Score -1.540404e+07 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74839 members 
Mstep: Class 2 contains 132075 members 
Entering Unmasked Estep 
Score: -15409424.000000 Penalty: 6071.069336
	Iteration 5F: 3 clusters Score -1.540942e+07 nChanged 14917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60180 members 
Mstep: Class 2 contains 146734 members 
Entering Unmasked Estep 
Score: -15419569.000000 Penalty: 6071.069336
	Iteration 6F: 3 clusters Score -1.541957e+07 nChanged 18375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 164977 members 
Entering Unmasked Estep 
Score: -15435367.000000 Penalty: 6071.069336
	Iteration 7F: 3 clusters Score -1.543537e+07 nChanged 18185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 183120 members 
Entering Unmasked Estep 
Score: -15453122.000000 Penalty: 6071.069336
	Iteration 8F: 3 clusters Score -1.545312e+07 nChanged 13053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 196157 members 
Entering Unmasked Estep 
Score: -15466232.000000 Penalty: 6071.069336
	Iteration 9F: 3 clusters Score -1.546623e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 202872 members 
Entering Unmasked Estep 
Score: -15472688.000000 Penalty: 6071.069336
	Iteration 10Q: 3 clusters Score -1.547269e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 205427 members 
Entering Unmasked Estep 
Score: -15475001.000000 Penalty: 6071.069336
	Iteration 11Q: 3 clusters Score -1.5475e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 206201 members 
Entering Unmasked Estep 
Score: -15475812.000000 Penalty: 6071.069336
	Iteration 12Q: 3 clusters Score -1.547581e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 206418 members 
Entering Unmasked Estep 
Score: -15476072.000000 Penalty: 6071.069336
	Iteration 13Q: 3 clusters Score -1.547607e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 206479 members 
Entering Unmasked Estep 
Score: -15476175.000000 Penalty: 6071.069336
	Iteration 14Q: 3 clusters Score -1.547618e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 206495 members 
Entering Unmasked Estep 
Score: -15476241.000000 Penalty: 6071.069336
	Iteration 15Q: 3 clusters Score -1.547624e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 206502 members 
Entering Unmasked Estep 
Score: -15476297.000000 Penalty: 6071.069336
	Iteration 16Q: 3 clusters Score -1.54763e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 206512 members 
Entering Unmasked Estep 
Score: -15476328.000000 Penalty: 6071.069336
	Iteration 17Q: 3 clusters Score -1.547633e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 206508 members 
Entering Unmasked Estep 
Score: -15476344.000000 Penalty: 6071.069336
	Iteration 18Q: 3 clusters Score -1.547634e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 206503 members 
Entering Unmasked Estep 
Score: -15476362.000000 Penalty: 6071.069336
	Iteration 19Q: 3 clusters Score -1.547636e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 206509 members 
Entering Unmasked Estep 
Score: -15476376.000000 Penalty: 6071.069336
	Iteration 20F: 3 clusters Score -1.547638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 206507 members 
Entering Unmasked Estep 
Score: -15476385.000000 Penalty: 6071.069336
	Iteration 21Q: 3 clusters Score -1.547638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 206507 members 
Entering Unmasked Estep 
Score: -15476378.000000 Penalty: 6071.069336
	Iteration 22Q: 3 clusters Score -1.547638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 206506 members 
Entering Unmasked Estep 
Score: -15476384.000000 Penalty: 6071.069336
	Iteration 23Q: 3 clusters Score -1.547638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 206507 members 
Entering Unmasked Estep 
Score: -15476399.000000 Penalty: 6071.069336
	Iteration 24Q: 3 clusters Score -1.54764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 206508 members 
Entering Unmasked Estep 
Score: -15476404.000000 Penalty: 6071.069336
	Iteration 25Q: 3 clusters Score -1.54764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 206513 members 
Entering Unmasked Estep 
Score: -15476412.000000 Penalty: 6071.069336
	Iteration 26Q: 3 clusters Score -1.547641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 206513 members 
Entering Unmasked Estep 
Score: -15476422.000000 Penalty: 6071.069336
	Iteration 27Q: 3 clusters Score -1.547642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 206515 members 
Entering Unmasked Estep 
Score: -15476418.000000 Penalty: 6071.069336
	Iteration 28Q: 3 clusters Score -1.547642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 206520 members 
Entering Unmasked Estep 
Score: -15476425.000000 Penalty: 6071.069336
	Iteration 29Q: 3 clusters Score -1.547642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 206522 members 
Entering Unmasked Estep 
Score: -15476432.000000 Penalty: 6071.069336
	Iteration 30Q: 3 clusters Score -1.547643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 206525 members 
Entering Unmasked Estep 
Score: -15476431.000000 Penalty: 6071.069336
	Iteration 31Q: 3 clusters Score -1.547643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 206526 members 
Entering Unmasked Estep 
Score: -15476432.000000 Penalty: 6071.069336
	Iteration 32Q: 3 clusters Score -1.547643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 206523 members 
Entering Unmasked Estep 
Score: -15476443.000000 Penalty: 6071.069336
	Iteration 33Q: 3 clusters Score -1.547644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 206522 members 
Entering Unmasked Estep 
Score: -15476433.000000 Penalty: 6071.069336
	Iteration 34Q: 3 clusters Score -1.547643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 206519 members 
Entering Unmasked Estep 
Score: -15476443.000000 Penalty: 6071.069336
	Iteration 35Q: 3 clusters Score -1.547644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 206519 members 
Entering Unmasked Estep 
Score: -15476443.000000 Penalty: 6071.069336
	Iteration 36F: 3 clusters Score -1.547644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (387362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387362 members 
Entering Unmasked Estep 
Score: -28944970.000000 Penalty: 3191.044434
	Iteration 0F: 2 clusters Score -2.894497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193025 members 
Mstep: Class 2 contains 194337 members 
Entering Unmasked Estep 
Score: -28683668.000000 Penalty: 6382.088867
	Iteration 0F: 3 clusters Score -2.868367e+07 nChanged 188499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179700 members 
Mstep: Class 2 contains 207662 members 
Entering Unmasked Estep 
Score: -28797592.000000 Penalty: 6382.088867
	Iteration 1F: 3 clusters Score -2.879759e+07 nChanged 13117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170519 members 
Mstep: Class 2 contains 216843 members 
Entering Unmasked Estep 
Score: -28801648.000000 Penalty: 6382.088867
	Iteration 2Q: 3 clusters Score -2.880165e+07 nChanged 17093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156434 members 
Mstep: Class 2 contains 230928 members 
Entering Unmasked Estep 
Score: -28809212.000000 Penalty: 6382.088867
	Iteration 3Q: 3 clusters Score -2.880921e+07 nChanged 23345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135359 members 
Mstep: Class 2 contains 252003 members 
Entering Unmasked Estep 
Score: -28823140.000000 Penalty: 6382.088867
	Iteration 4F: 3 clusters Score -2.882314e+07 nChanged 30198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106821 members 
Mstep: Class 2 contains 280541 members 
Entering Unmasked Estep 
Score: -28846600.000000 Penalty: 6382.088867
	Iteration 5F: 3 clusters Score -2.88466e+07 nChanged 33462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74233 members 
Mstep: Class 2 contains 313129 members 
Entering Unmasked Estep 
Score: -28877544.000000 Penalty: 6382.088867
	Iteration 6F: 3 clusters Score -2.887754e+07 nChanged 29102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 341735 members 
Entering Unmasked Estep 
Score: -28907262.000000 Penalty: 6382.088867
	Iteration 7F: 3 clusters Score -2.890726e+07 nChanged 17964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 359215 members 
Entering Unmasked Estep 
Score: -28926890.000000 Penalty: 6382.088867
	Iteration 8Q: 3 clusters Score -2.892689e+07 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 366609 members 
Entering Unmasked Estep 
Score: -28936178.000000 Penalty: 6382.088867
	Iteration 9Q: 3 clusters Score -2.893618e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 369639 members 
Entering Unmasked Estep 
Score: -28939726.000000 Penalty: 6382.088867
	Iteration 10Q: 3 clusters Score -2.893973e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 371469 members 
Entering Unmasked Estep 
Score: -28941182.000000 Penalty: 6382.088867
	Iteration 11Q: 3 clusters Score -2.894118e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 372835 members 
Entering Unmasked Estep 
Score: -28941864.000000 Penalty: 6382.088867
	Iteration 12Q: 3 clusters Score -2.894186e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 373852 members 
Entering Unmasked Estep 
Score: -28942262.000000 Penalty: 6382.088867
	Iteration 13Q: 3 clusters Score -2.894226e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 374696 members 
Entering Unmasked Estep 
Score: -28942692.000000 Penalty: 6382.088867
	Iteration 14Q: 3 clusters Score -2.894269e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 375377 members 
Entering Unmasked Estep 
Score: -28943002.000000 Penalty: 6382.088867
	Iteration 15Q: 3 clusters Score -2.8943e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 375953 members 
Entering Unmasked Estep 
Score: -28943092.000000 Penalty: 6382.088867
	Iteration 16Q: 3 clusters Score -2.894309e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 376414 members 
Entering Unmasked Estep 
Score: -28943276.000000 Penalty: 6382.088867
	Iteration 17Q: 3 clusters Score -2.894328e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 376825 members 
Entering Unmasked Estep 
Score: -28943390.000000 Penalty: 6382.088867
	Iteration 18Q: 3 clusters Score -2.894339e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 377182 members 
Entering Unmasked Estep 
Score: -28943428.000000 Penalty: 6382.088867
	Iteration 19Q: 3 clusters Score -2.894343e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 377487 members 
Entering Unmasked Estep 
Score: -28943570.000000 Penalty: 6382.088867
	Iteration 20F: 3 clusters Score -2.894357e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 377761 members 
Entering Unmasked Estep 
Score: -28943592.000000 Penalty: 6382.088867
	Iteration 21Q: 3 clusters Score -2.894359e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 377991 members 
Entering Unmasked Estep 
Score: -28943690.000000 Penalty: 6382.088867
	Iteration 22Q: 3 clusters Score -2.894369e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 378196 members 
Entering Unmasked Estep 
Score: -28943704.000000 Penalty: 6382.088867
	Iteration 23Q: 3 clusters Score -2.89437e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 378391 members 
Entering Unmasked Estep 
Score: -28943704.000000 Penalty: 6382.088867
	Iteration 24Q: 3 clusters Score -2.89437e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 378555 members 
Entering Unmasked Estep 
Score: -28943686.000000 Penalty: 6382.088867
	Iteration 25Q: 3 clusters Score -2.894369e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 378739 members 
Entering Unmasked Estep 
Score: -28943684.000000 Penalty: 6382.088867
	Iteration 26Q: 3 clusters Score -2.894368e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 378904 members 
Entering Unmasked Estep 
Score: -28943744.000000 Penalty: 6382.088867
	Iteration 27Q: 3 clusters Score -2.894374e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 379042 members 
Entering Unmasked Estep 
Score: -28943706.000000 Penalty: 6382.088867
	Iteration 28Q: 3 clusters Score -2.894371e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 379147 members 
Entering Unmasked Estep 
Score: -28943756.000000 Penalty: 6382.088867
	Iteration 29Q: 3 clusters Score -2.894376e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 379235 members 
Entering Unmasked Estep 
Score: -28943774.000000 Penalty: 6382.088867
	Iteration 30Q: 3 clusters Score -2.894377e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 379312 members 
Entering Unmasked Estep 
Score: -28943770.000000 Penalty: 6382.088867
	Iteration 31Q: 3 clusters Score -2.894377e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 379382 members 
Entering Unmasked Estep 
Score: -28943766.000000 Penalty: 6382.088867
	Iteration 32Q: 3 clusters Score -2.894377e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 379438 members 
Entering Unmasked Estep 
Score: -28943776.000000 Penalty: 6382.088867
	Iteration 33Q: 3 clusters Score -2.894378e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 379498 members 
Entering Unmasked Estep 
Score: -28943762.000000 Penalty: 6382.088867
	Iteration 34Q: 3 clusters Score -2.894376e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 379551 members 
Entering Unmasked Estep 
Score: -28943754.000000 Penalty: 6382.088867
	Iteration 35Q: 3 clusters Score -2.894375e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 379599 members 
Entering Unmasked Estep 
Score: -28943784.000000 Penalty: 6382.088867
	Iteration 36Q: 3 clusters Score -2.894378e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 379647 members 
Entering Unmasked Estep 
Score: -28943802.000000 Penalty: 6382.088867
	Iteration 37Q: 3 clusters Score -2.89438e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 379688 members 
Entering Unmasked Estep 
Score: -28943776.000000 Penalty: 6382.088867
	Iteration 38Q: 3 clusters Score -2.894378e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 379729 members 
Entering Unmasked Estep 
Score: -28943778.000000 Penalty: 6382.088867
	Iteration 39Q: 3 clusters Score -2.894378e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 379760 members 
Entering Unmasked Estep 
Score: -28943798.000000 Penalty: 6382.088867
	Iteration 40F: 3 clusters Score -2.89438e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 379800 members 
Entering Unmasked Estep 
Score: -28943804.000000 Penalty: 6382.088867
	Iteration 41Q: 3 clusters Score -2.89438e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 379840 members 
Entering Unmasked Estep 
Score: -28943824.000000 Penalty: 6382.088867
	Iteration 42Q: 3 clusters Score -2.894382e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 379876 members 
Entering Unmasked Estep 
Score: -28943840.000000 Penalty: 6382.088867
	Iteration 43Q: 3 clusters Score -2.894384e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 379907 members 
Entering Unmasked Estep 
Score: -28943826.000000 Penalty: 6382.088867
	Iteration 44Q: 3 clusters Score -2.894383e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 379921 members 
Entering Unmasked Estep 
Score: -28943852.000000 Penalty: 6382.088867
	Iteration 45Q: 3 clusters Score -2.894385e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 379931 members 
Entering Unmasked Estep 
Score: -28943842.000000 Penalty: 6382.088867
	Iteration 46Q: 3 clusters Score -2.894384e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 379947 members 
Entering Unmasked Estep 
Score: -28943824.000000 Penalty: 6382.088867
	Iteration 47Q: 3 clusters Score -2.894382e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 379962 members 
Entering Unmasked Estep 
Score: -28943798.000000 Penalty: 6382.088867
	Iteration 48Q: 3 clusters Score -2.89438e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 379974 members 
Entering Unmasked Estep 
Score: -28943800.000000 Penalty: 6382.088867
	Iteration 49Q: 3 clusters Score -2.89438e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 379986 members 
Entering Unmasked Estep 
Score: -28943804.000000 Penalty: 6382.088867
	Iteration 50Q: 3 clusters Score -2.89438e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 379996 members 
Entering Unmasked Estep 
Score: -28943808.000000 Penalty: 6382.088867
	Iteration 51Q: 3 clusters Score -2.894381e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 380012 members 
Entering Unmasked Estep 
Score: -28943822.000000 Penalty: 6382.088867
	Iteration 52Q: 3 clusters Score -2.894382e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 380025 members 
Entering Unmasked Estep 
Score: -28943808.000000 Penalty: 6382.088867
	Iteration 53Q: 3 clusters Score -2.894381e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 380035 members 
Entering Unmasked Estep 
Score: -28943812.000000 Penalty: 6382.088867
	Iteration 54Q: 3 clusters Score -2.894381e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 380049 members 
Entering Unmasked Estep 
Score: -28943834.000000 Penalty: 6382.088867
	Iteration 55Q: 3 clusters Score -2.894383e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 380066 members 
Entering Unmasked Estep 
Score: -28943838.000000 Penalty: 6382.088867
	Iteration 56Q: 3 clusters Score -2.894384e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 380082 members 
Entering Unmasked Estep 
Score: -28943840.000000 Penalty: 6382.088867
	Iteration 57Q: 3 clusters Score -2.894384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 380090 members 
Entering Unmasked Estep 
Score: -28943822.000000 Penalty: 6382.088867
	Iteration 58Q: 3 clusters Score -2.894382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 380095 members 
Entering Unmasked Estep 
Score: -28943802.000000 Penalty: 6382.088867
	Iteration 59Q: 3 clusters Score -2.89438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 380103 members 
Entering Unmasked Estep 
Score: -28943802.000000 Penalty: 6382.088867
	Iteration 60F: 3 clusters Score -2.89438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 380110 members 
Entering Unmasked Estep 
Score: -28943802.000000 Penalty: 6382.088867
	Iteration 61Q: 3 clusters Score -2.89438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 380115 members 
Entering Unmasked Estep 
Score: -28943808.000000 Penalty: 6382.088867
	Iteration 62Q: 3 clusters Score -2.894381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 380120 members 
Entering Unmasked Estep 
Score: -28943796.000000 Penalty: 6382.088867
	Iteration 63Q: 3 clusters Score -2.89438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 380128 members 
Entering Unmasked Estep 
Score: -28943818.000000 Penalty: 6382.088867
	Iteration 64Q: 3 clusters Score -2.894382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 380133 members 
Entering Unmasked Estep 
Score: -28943814.000000 Penalty: 6382.088867
	Iteration 65Q: 3 clusters Score -2.894381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 380142 members 
Entering Unmasked Estep 
Score: -28943822.000000 Penalty: 6382.088867
	Iteration 66Q: 3 clusters Score -2.894382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 380144 members 
Entering Unmasked Estep 
Score: -28943812.000000 Penalty: 6382.088867
	Iteration 67Q: 3 clusters Score -2.894381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 380148 members 
Entering Unmasked Estep 
Score: -28943820.000000 Penalty: 6382.088867
	Iteration 68Q: 3 clusters Score -2.894382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 380151 members 
Entering Unmasked Estep 
Score: -28943810.000000 Penalty: 6382.088867
	Iteration 69Q: 3 clusters Score -2.894381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 380151 members 
Entering Unmasked Estep 
Score: -28943828.000000 Penalty: 6382.088867
	Iteration 70Q: 3 clusters Score -2.894383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 380154 members 
Entering Unmasked Estep 
Score: -28943830.000000 Penalty: 6382.088867
	Iteration 71Q: 3 clusters Score -2.894383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 380158 members 
Entering Unmasked Estep 
Score: -28943830.000000 Penalty: 6382.088867
	Iteration 72Q: 3 clusters Score -2.894383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 380167 members 
Entering Unmasked Estep 
Score: -28943822.000000 Penalty: 6382.088867
	Iteration 73Q: 3 clusters Score -2.894382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 380177 members 
Entering Unmasked Estep 
Score: -28943802.000000 Penalty: 6382.088867
	Iteration 74Q: 3 clusters Score -2.89438e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 380189 members 
Entering Unmasked Estep 
Score: -28943824.000000 Penalty: 6382.088867
	Iteration 75Q: 3 clusters Score -2.894382e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 380198 members 
Entering Unmasked Estep 
Score: -28943826.000000 Penalty: 6382.088867
	Iteration 76Q: 3 clusters Score -2.894383e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 380208 members 
Entering Unmasked Estep 
Score: -28943816.000000 Penalty: 6382.088867
	Iteration 77Q: 3 clusters Score -2.894382e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 380223 members 
Entering Unmasked Estep 
Score: -28943796.000000 Penalty: 6382.088867
	Iteration 78Q: 3 clusters Score -2.89438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 380231 members 
Entering Unmasked Estep 
Score: -28943800.000000 Penalty: 6382.088867
	Iteration 79Q: 3 clusters Score -2.89438e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 380245 members 
Entering Unmasked Estep 
Score: -28943800.000000 Penalty: 6382.088867
	Iteration 80F: 3 clusters Score -2.89438e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 380256 members 
Entering Unmasked Estep 
Score: -28943806.000000 Penalty: 6382.088867
	Iteration 81Q: 3 clusters Score -2.894381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 380267 members 
Entering Unmasked Estep 
Score: -28943802.000000 Penalty: 6382.088867
	Iteration 82Q: 3 clusters Score -2.89438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 380270 members 
Entering Unmasked Estep 
Score: -28943802.000000 Penalty: 6382.088867
	Iteration 83Q: 3 clusters Score -2.89438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 380273 members 
Entering Unmasked Estep 
Score: -28943806.000000 Penalty: 6382.088867
	Iteration 84Q: 3 clusters Score -2.894381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 380280 members 
Entering Unmasked Estep 
Score: -28943814.000000 Penalty: 6382.088867
	Iteration 85Q: 3 clusters Score -2.894381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 380286 members 
Entering Unmasked Estep 
Score: -28943826.000000 Penalty: 6382.088867
	Iteration 86Q: 3 clusters Score -2.894383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 380292 members 
Entering Unmasked Estep 
Score: -28943840.000000 Penalty: 6382.088867
	Iteration 87Q: 3 clusters Score -2.894384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 380300 members 
Entering Unmasked Estep 
Score: -28943840.000000 Penalty: 6382.088867
	Iteration 88Q: 3 clusters Score -2.894384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 380306 members 
Entering Unmasked Estep 
Score: -28943854.000000 Penalty: 6382.088867
	Iteration 89Q: 3 clusters Score -2.894385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 380317 members 
Entering Unmasked Estep 
Score: -28943860.000000 Penalty: 6382.088867
	Iteration 90Q: 3 clusters Score -2.894386e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 380325 members 
Entering Unmasked Estep 
Score: -28943868.000000 Penalty: 6382.088867
	Iteration 91Q: 3 clusters Score -2.894387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 380330 members 
Entering Unmasked Estep 
Score: -28943852.000000 Penalty: 6382.088867
	Iteration 92Q: 3 clusters Score -2.894385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 380332 members 
Entering Unmasked Estep 
Score: -28943876.000000 Penalty: 6382.088867
	Iteration 93Q: 3 clusters Score -2.894388e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 380335 members 
Entering Unmasked Estep 
Score: -28943860.000000 Penalty: 6382.088867
	Iteration 94Q: 3 clusters Score -2.894386e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 380332 members 
Entering Unmasked Estep 
Score: -28943854.000000 Penalty: 6382.088867
	Iteration 95Q: 3 clusters Score -2.894385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 380340 members 
Entering Unmasked Estep 
Score: -28943880.000000 Penalty: 6382.088867
	Iteration 96Q: 3 clusters Score -2.894388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 380350 members 
Entering Unmasked Estep 
Score: -28943860.000000 Penalty: 6382.088867
	Iteration 97Q: 3 clusters Score -2.894386e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 380360 members 
Entering Unmasked Estep 
Score: -28943834.000000 Penalty: 6382.088867
	Iteration 98Q: 3 clusters Score -2.894383e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 380376 members 
Entering Unmasked Estep 
Score: -28943868.000000 Penalty: 6382.088867
	Iteration 99Q: 3 clusters Score -2.894387e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 380389 members 
Entering Unmasked Estep 
Score: -28943868.000000 Penalty: 6382.088867
	Iteration 100F: 3 clusters Score -2.894387e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 380391 members 
Entering Unmasked Estep 
Score: -28943866.000000 Penalty: 6382.088867
	Iteration 101Q: 3 clusters Score -2.894387e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 380402 members 
Entering Unmasked Estep 
Score: -28943874.000000 Penalty: 6382.088867
	Iteration 102Q: 3 clusters Score -2.894387e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 380415 members 
Entering Unmasked Estep 
Score: -28943864.000000 Penalty: 6382.088867
	Iteration 103Q: 3 clusters Score -2.894386e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 380424 members 
Entering Unmasked Estep 
Score: -28943866.000000 Penalty: 6382.088867
	Iteration 104Q: 3 clusters Score -2.894387e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 380430 members 
Entering Unmasked Estep 
Score: -28943882.000000 Penalty: 6382.088867
	Iteration 105Q: 3 clusters Score -2.894388e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 380441 members 
Entering Unmasked Estep 
Score: -28943874.000000 Penalty: 6382.088867
	Iteration 106Q: 3 clusters Score -2.894387e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 380453 members 
Entering Unmasked Estep 
Score: -28943898.000000 Penalty: 6382.088867
	Iteration 107Q: 3 clusters Score -2.89439e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 380460 members 
Entering Unmasked Estep 
Score: -28943904.000000 Penalty: 6382.088867
	Iteration 108Q: 3 clusters Score -2.89439e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 380472 members 
Entering Unmasked Estep 
Score: -28943876.000000 Penalty: 6382.088867
	Iteration 109Q: 3 clusters Score -2.894388e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 380479 members 
Entering Unmasked Estep 
Score: -28943884.000000 Penalty: 6382.088867
	Iteration 110Q: 3 clusters Score -2.894388e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 380489 members 
Entering Unmasked Estep 
Score: -28943864.000000 Penalty: 6382.088867
	Iteration 111Q: 3 clusters Score -2.894386e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 380497 members 
Entering Unmasked Estep 
Score: -28943872.000000 Penalty: 6382.088867
	Iteration 112Q: 3 clusters Score -2.894387e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 380502 members 
Entering Unmasked Estep 
Score: -28943854.000000 Penalty: 6382.088867
	Iteration 113Q: 3 clusters Score -2.894385e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 380505 members 
Entering Unmasked Estep 
Score: -28943868.000000 Penalty: 6382.088867
	Iteration 114Q: 3 clusters Score -2.894387e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 380503 members 
Entering Unmasked Estep 
Score: -28943880.000000 Penalty: 6382.088867
	Iteration 115Q: 3 clusters Score -2.894388e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 380506 members 
Entering Unmasked Estep 
Score: -28943884.000000 Penalty: 6382.088867
	Iteration 116Q: 3 clusters Score -2.894388e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 380510 members 
Entering Unmasked Estep 
Score: -28943894.000000 Penalty: 6382.088867
	Iteration 117Q: 3 clusters Score -2.894389e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 380519 members 
Entering Unmasked Estep 
Score: -28943890.000000 Penalty: 6382.088867
	Iteration 118Q: 3 clusters Score -2.894389e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 380527 members 
Entering Unmasked Estep 
Score: -28943856.000000 Penalty: 6382.088867
	Iteration 119Q: 3 clusters Score -2.894386e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 380536 members 
Entering Unmasked Estep 
Score: -28943878.000000 Penalty: 6382.088867
	Iteration 120F: 3 clusters Score -2.894388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 380540 members 
Entering Unmasked Estep 
Score: -28943880.000000 Penalty: 6382.088867
	Iteration 121Q: 3 clusters Score -2.894388e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 380545 members 
Entering Unmasked Estep 
Score: -28943890.000000 Penalty: 6382.088867
	Iteration 122Q: 3 clusters Score -2.894389e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 380551 members 
Entering Unmasked Estep 
Score: -28943916.000000 Penalty: 6382.088867
	Iteration 123Q: 3 clusters Score -2.894392e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 380561 members 
Entering Unmasked Estep 
Score: -28943942.000000 Penalty: 6382.088867
	Iteration 124Q: 3 clusters Score -2.894394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 380567 members 
Entering Unmasked Estep 
Score: -28943944.000000 Penalty: 6382.088867
	Iteration 125Q: 3 clusters Score -2.894394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 380579 members 
Entering Unmasked Estep 
Score: -28943948.000000 Penalty: 6382.088867
	Iteration 126Q: 3 clusters Score -2.894395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 380581 members 
Entering Unmasked Estep 
Score: -28943942.000000 Penalty: 6382.088867
	Iteration 127Q: 3 clusters Score -2.894394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 380588 members 
Entering Unmasked Estep 
Score: -28943900.000000 Penalty: 6382.088867
	Iteration 128Q: 3 clusters Score -2.89439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 380585 members 
Entering Unmasked Estep 
Score: -28943906.000000 Penalty: 6382.088867
	Iteration 129Q: 3 clusters Score -2.894391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 380585 members 
Entering Unmasked Estep 
Score: -28943898.000000 Penalty: 6382.088867
	Iteration 130Q: 3 clusters Score -2.89439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 380585 members 
Entering Unmasked Estep 
Score: -28943894.000000 Penalty: 6382.088867
	Iteration 131Q: 3 clusters Score -2.894389e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 380585 members 
Entering Unmasked Estep 
Score: -28943894.000000 Penalty: 6382.088867
	Iteration 132F: 3 clusters Score -2.894389e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Entering Unmasked Estep 
Score: -148606.265625 Penalty: 1900.175415
	Iteration 0F: 2 clusters Score -148606.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -145892.046875 Penalty: 3800.350830
	Iteration 0F: 3 clusters Score -145892 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -146428.640625 Penalty: 3800.350830
	Iteration 1F: 3 clusters Score -146428.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -146594.593750 Penalty: 3800.350830
	Iteration 2F: 3 clusters Score -146594.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -146709.812500 Penalty: 3800.350830
	Iteration 3F: 3 clusters Score -146709.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -146788.046875 Penalty: 3800.350830
	Iteration 4Q: 3 clusters Score -146788 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -146850.906250 Penalty: 3800.350830
	Iteration 5Q: 3 clusters Score -146850.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -146905.578125 Penalty: 3800.350830
	Iteration 6Q: 3 clusters Score -146905.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -146954.078125 Penalty: 3800.350830
	Iteration 7Q: 3 clusters Score -146954.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -146998.718750 Penalty: 3800.350830
	Iteration 8Q: 3 clusters Score -146998.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -147035.546875 Penalty: 3800.350830
	Iteration 9Q: 3 clusters Score -147035.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -147076.390625 Penalty: 3800.350830
	Iteration 10Q: 3 clusters Score -147076.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -147103.640625 Penalty: 3800.350830
	Iteration 11Q: 3 clusters Score -147103.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -147120.953125 Penalty: 3800.350830
	Iteration 12Q: 3 clusters Score -147121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -147132.296875 Penalty: 3800.350830
	Iteration 13Q: 3 clusters Score -147132.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -147139.093750 Penalty: 3800.350830
	Iteration 14Q: 3 clusters Score -147139.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -147143.453125 Penalty: 3800.350830
	Iteration 15Q: 3 clusters Score -147143.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -147146.296875 Penalty: 3800.350830
	Iteration 16Q: 3 clusters Score -147146.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -147149.765625 Penalty: 3800.350830
	Iteration 17Q: 3 clusters Score -147149.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -147155.093750 Penalty: 3800.350830
	Iteration 18Q: 3 clusters Score -147155.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -147158.640625 Penalty: 3800.350830
	Iteration 19Q: 3 clusters Score -147158.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -147163.812500 Penalty: 3800.350830
	Iteration 20F: 3 clusters Score -147163.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -147167.343750 Penalty: 3800.350830
	Iteration 21Q: 3 clusters Score -147167.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -147168.906250 Penalty: 3800.350830
	Iteration 22Q: 3 clusters Score -147168.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -147172.890625 Penalty: 3800.350830
	Iteration 23Q: 3 clusters Score -147172.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -147176.984375 Penalty: 3800.350830
	Iteration 24Q: 3 clusters Score -147177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -147181.328125 Penalty: 3800.350830
	Iteration 25Q: 3 clusters Score -147181.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -147185.578125 Penalty: 3800.350830
	Iteration 26Q: 3 clusters Score -147185.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -147187.343750 Penalty: 3800.350830
	Iteration 27Q: 3 clusters Score -147187.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -147189.546875 Penalty: 3800.350830
	Iteration 28Q: 3 clusters Score -147189.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -147192.921875 Penalty: 3800.350830
	Iteration 29Q: 3 clusters Score -147192.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -147194.796875 Penalty: 3800.350830
	Iteration 30Q: 3 clusters Score -147194.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -147197.140625 Penalty: 3800.350830
	Iteration 31Q: 3 clusters Score -147197.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -147198.281250 Penalty: 3800.350830
	Iteration 32Q: 3 clusters Score -147198.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -147199.296875 Penalty: 3800.350830
	Iteration 33Q: 3 clusters Score -147199.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -147200.640625 Penalty: 3800.350830
	Iteration 34Q: 3 clusters Score -147200.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -147202.609375 Penalty: 3800.350830
	Iteration 35Q: 3 clusters Score -147202.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -147203.859375 Penalty: 3800.350830
	Iteration 36Q: 3 clusters Score -147203.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -147203.859375 Penalty: 3800.350830
	Iteration 37F: 3 clusters Score -147203.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Entering Unmasked Estep 
Score: -432290.187500 Penalty: 2156.734619
	Iteration 0F: 2 clusters Score -432290.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -427055.625000 Penalty: 4313.469238
	Iteration 0F: 3 clusters Score -427055.6 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -428396.156250 Penalty: 4313.469238
	Iteration 1F: 3 clusters Score -428396.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -428652.843750 Penalty: 4313.469238
	Iteration 2F: 3 clusters Score -428652.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -428842.906250 Penalty: 4313.469238
	Iteration 3F: 3 clusters Score -428842.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -428987.000000 Penalty: 4313.469238
	Iteration 4Q: 3 clusters Score -428987 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -429100.437500 Penalty: 4313.469238
	Iteration 5Q: 3 clusters Score -429100.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -429188.437500 Penalty: 4313.469238
	Iteration 6Q: 3 clusters Score -429188.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -429252.875000 Penalty: 4313.469238
	Iteration 7Q: 3 clusters Score -429252.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -429307.218750 Penalty: 4313.469238
	Iteration 8Q: 3 clusters Score -429307.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -429354.031250 Penalty: 4313.469238
	Iteration 9Q: 3 clusters Score -429354 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -429401.500000 Penalty: 4313.469238
	Iteration 10Q: 3 clusters Score -429401.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -429448.625000 Penalty: 4313.469238
	Iteration 11Q: 3 clusters Score -429448.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -429502.843750 Penalty: 4313.469238
	Iteration 12Q: 3 clusters Score -429502.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -429558.812500 Penalty: 4313.469238
	Iteration 13Q: 3 clusters Score -429558.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -429613.531250 Penalty: 4313.469238
	Iteration 14Q: 3 clusters Score -429613.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -429661.843750 Penalty: 4313.469238
	Iteration 15Q: 3 clusters Score -429661.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -429716.718750 Penalty: 4313.469238
	Iteration 16Q: 3 clusters Score -429716.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -429781.125000 Penalty: 4313.469238
	Iteration 17Q: 3 clusters Score -429781.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -429853.062500 Penalty: 4313.469238
	Iteration 18Q: 3 clusters Score -429853.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -429920.031250 Penalty: 4313.469238
	Iteration 19Q: 3 clusters Score -429920 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -429990.500000 Penalty: 4313.469238
	Iteration 20F: 3 clusters Score -429990.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -430058.687500 Penalty: 4313.469238
	Iteration 21Q: 3 clusters Score -430058.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -430112.000000 Penalty: 4313.469238
	Iteration 22Q: 3 clusters Score -430112 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -430159.812500 Penalty: 4313.469238
	Iteration 23Q: 3 clusters Score -430159.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -430206.218750 Penalty: 4313.469238
	Iteration 24Q: 3 clusters Score -430206.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -430242.000000 Penalty: 4313.469238
	Iteration 25Q: 3 clusters Score -430242 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -430270.500000 Penalty: 4313.469238
	Iteration 26Q: 3 clusters Score -430270.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -430307.875000 Penalty: 4313.469238
	Iteration 27Q: 3 clusters Score -430307.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -430348.437500 Penalty: 4313.469238
	Iteration 28Q: 3 clusters Score -430348.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -430384.656250 Penalty: 4313.469238
	Iteration 29Q: 3 clusters Score -430384.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -430425.500000 Penalty: 4313.469238
	Iteration 30Q: 3 clusters Score -430425.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -430467.093750 Penalty: 4313.469238
	Iteration 31Q: 3 clusters Score -430467.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -430511.531250 Penalty: 4313.469238
	Iteration 32Q: 3 clusters Score -430511.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -430575.937500 Penalty: 4313.469238
	Iteration 33Q: 3 clusters Score -430575.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -430637.937500 Penalty: 4313.469238
	Iteration 34Q: 3 clusters Score -430637.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -430700.218750 Penalty: 4313.469238
	Iteration 35Q: 3 clusters Score -430700.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -430768.156250 Penalty: 4313.469238
	Iteration 36Q: 3 clusters Score -430768.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -430819.406250 Penalty: 4313.469238
	Iteration 37Q: 3 clusters Score -430819.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -430862.093750 Penalty: 4313.469238
	Iteration 38Q: 3 clusters Score -430862.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -430900.156250 Penalty: 4313.469238
	Iteration 39Q: 3 clusters Score -430900.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -430956.750000 Penalty: 4313.469238
	Iteration 40F: 3 clusters Score -430956.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -430997.000000 Penalty: 4313.469238
	Iteration 41Q: 3 clusters Score -430997 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -431037.156250 Penalty: 4313.469238
	Iteration 42Q: 3 clusters Score -431037.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -431075.031250 Penalty: 4313.469238
	Iteration 43Q: 3 clusters Score -431075 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -431100.406250 Penalty: 4313.469238
	Iteration 44Q: 3 clusters Score -431100.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -431123.656250 Penalty: 4313.469238
	Iteration 45Q: 3 clusters Score -431123.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -431137.531250 Penalty: 4313.469238
	Iteration 46Q: 3 clusters Score -431137.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -431143.531250 Penalty: 4313.469238
	Iteration 47Q: 3 clusters Score -431143.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -431147.343750 Penalty: 4313.469238
	Iteration 48Q: 3 clusters Score -431147.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -431150.968750 Penalty: 4313.469238
	Iteration 49Q: 3 clusters Score -431151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -431153.156250 Penalty: 4313.469238
	Iteration 50Q: 3 clusters Score -431153.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -431155.718750 Penalty: 4313.469238
	Iteration 51Q: 3 clusters Score -431155.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -431156.906250 Penalty: 4313.469238
	Iteration 52Q: 3 clusters Score -431156.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -431159.906250 Penalty: 4313.469238
	Iteration 53Q: 3 clusters Score -431159.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -431160.875000 Penalty: 4313.469238
	Iteration 54Q: 3 clusters Score -431160.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -431161.062500 Penalty: 4313.469238
	Iteration 55Q: 3 clusters Score -431161.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -431161.062500 Penalty: 4313.469238
	Iteration 56F: 3 clusters Score -431161.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Entering Unmasked Estep 
Score: -236567.718750 Penalty: 2020.383911
	Iteration 0F: 2 clusters Score -236567.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -233062.296875 Penalty: 4040.767822
	Iteration 0F: 3 clusters Score -233062.3 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -234350.546875 Penalty: 4040.767822
	Iteration 1F: 3 clusters Score -234350.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -235410.937500 Penalty: 4040.767822
	Iteration 2F: 3 clusters Score -235410.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -236397.015625 Penalty: 4040.767822
	Iteration 3F: 3 clusters Score -236397 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -236874.125000 Penalty: 4040.767822
	Iteration 4F: 3 clusters Score -236874.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -237112.171875 Penalty: 4040.767822
	Iteration 5F: 3 clusters Score -237112.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -237219.765625 Penalty: 4040.767822
	Iteration 6Q: 3 clusters Score -237219.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -237300.296875 Penalty: 4040.767822
	Iteration 7Q: 3 clusters Score -237300.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -237377.140625 Penalty: 4040.767822
	Iteration 8Q: 3 clusters Score -237377.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -237484.281250 Penalty: 4040.767822
	Iteration 9Q: 3 clusters Score -237484.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -237641.578125 Penalty: 4040.767822
	Iteration 10Q: 3 clusters Score -237641.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -237745.312500 Penalty: 4040.767822
	Iteration 11Q: 3 clusters Score -237745.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -237823.765625 Penalty: 4040.767822
	Iteration 12Q: 3 clusters Score -237823.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -237844.312500 Penalty: 4040.767822
	Iteration 13Q: 3 clusters Score -237844.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -237853.187500 Penalty: 4040.767822
	Iteration 14Q: 3 clusters Score -237853.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -237854.812500 Penalty: 4040.767822
	Iteration 15Q: 3 clusters Score -237854.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -237855.671875 Penalty: 4040.767822
	Iteration 16Q: 3 clusters Score -237855.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -237856.078125 Penalty: 4040.767822
	Iteration 17Q: 3 clusters Score -237856.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -237856.937500 Penalty: 4040.767822
	Iteration 18Q: 3 clusters Score -237856.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -237857.765625 Penalty: 4040.767822
	Iteration 19Q: 3 clusters Score -237857.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -237858.640625 Penalty: 4040.767822
	Iteration 20F: 3 clusters Score -237858.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -237858.640625 Penalty: 4040.767822
	Iteration 21Q: 3 clusters Score -237858.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -237858.796875 Penalty: 4040.767822
	Iteration 22Q: 3 clusters Score -237858.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -237859.250000 Penalty: 4040.767822
	Iteration 23Q: 3 clusters Score -237859.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -237859.890625 Penalty: 4040.767822
	Iteration 24Q: 3 clusters Score -237859.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -237859.890625 Penalty: 4040.767822
	Iteration 25F: 3 clusters Score -237859.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7336 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 130639 members 
Mstep: Class 5 contains 27668 members 
Mstep: Class 6 contains 54678 members 
Mstep: Class 7 contains 28376 members 
Mstep: Class 8 contains 3388 members 
Mstep: Class 9 contains 198480 members 
Mstep: Class 10 contains 9942 members 
Mstep: Class 11 contains 80687 members 
Mstep: Class 12 contains 23825 members 
Mstep: Class 13 contains 10525 members 
Mstep: Class 14 contains 2474 members 
Mstep: Class 15 contains 46212 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 6661 members 
Mstep: Class 18 contains 206914 members 
Mstep: Class 19 contains 387362 members 
Mstep: Class 20 contains 2126 members 
Mstep: Class 21 contains 5982 members 
Mstep: Class 22 contains 1224 members 
Mstep: Class 23 contains 28520 members 
Mstep: Class 24 contains 4747 members 
Mstep: Class 25 contains 8911 members 
Mstep: Class 26 contains 18307 members 
Mstep: Class 27 contains 13934 members 
Mstep: Class 28 contains 16990 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 8113 members 
Mstep: Class 31 contains 3104 members 
Mstep: Class 32 contains 5006 members 
Mstep: Class 33 contains 13053 members 
Mstep: Class 34 contains 3709 members 
Mstep: Class 35 contains 8201 members 
Mstep: Class 36 contains 6283 members 
Mstep: Class 37 contains 2760 members 
Mstep: Class 38 contains 3573 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2545 members 
Mstep: Class 41 contains 12421 members 
Mstep: Class 42 contains 4606 members 
Mstep: Class 43 contains 3661 members 
Mstep: Class 44 contains 2228 members 
Entering Unmasked Estep 
Score: -102285192.000000 Penalty: 154550.578125
Splitting cluster 22 changes total score from -102283376.000000 to -102285192.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 23 (28520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Entering Unmasked Estep 
Score: -2133843.750000 Penalty: 2544.073486
	Iteration 0F: 2 clusters Score -2133844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2114202.750000 Penalty: 5088.146973
	Iteration 0F: 3 clusters Score -2114203 nChanged 12731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2121113.750000 Penalty: 5088.146973
	Iteration 1F: 3 clusters Score -2121114 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2121591.250000 Penalty: 5088.146973
	Iteration 2Q: 3 clusters Score -2121591 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2122044.500000 Penalty: 5088.146973
	Iteration 3Q: 3 clusters Score -2122044 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2122557.500000 Penalty: 5088.146973
	Iteration 4Q: 3 clusters Score -2122558 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2123146.000000 Penalty: 5088.146973
	Iteration 5Q: 3 clusters Score -2123146 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2123973.500000 Penalty: 5088.146973
	Iteration 6F: 3 clusters Score -2123974 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2125171.750000 Penalty: 5088.146973
	Iteration 7F: 3 clusters Score -2125172 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2126792.000000 Penalty: 5088.146973
	Iteration 8F: 3 clusters Score -2126792 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2128579.500000 Penalty: 5088.146973
	Iteration 9F: 3 clusters Score -2128580 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2129982.750000 Penalty: 5088.146973
	Iteration 10F: 3 clusters Score -2129983 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2130781.000000 Penalty: 5088.146973
	Iteration 11Q: 3 clusters Score -2130781 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2131262.500000 Penalty: 5088.146973
	Iteration 12Q: 3 clusters Score -2131262 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2131588.500000 Penalty: 5088.146973
	Iteration 13Q: 3 clusters Score -2131588 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2131847.000000 Penalty: 5088.146973
	Iteration 14Q: 3 clusters Score -2131847 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2131983.250000 Penalty: 5088.146973
	Iteration 15Q: 3 clusters Score -2131983 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2132080.500000 Penalty: 5088.146973
	Iteration 16Q: 3 clusters Score -2132080 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2132146.250000 Penalty: 5088.146973
	Iteration 17Q: 3 clusters Score -2132146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2132184.000000 Penalty: 5088.146973
	Iteration 18Q: 3 clusters Score -2132184 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2132218.500000 Penalty: 5088.146973
	Iteration 19Q: 3 clusters Score -2132218 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2132238.000000 Penalty: 5088.146973
	Iteration 20F: 3 clusters Score -2132238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2132256.000000 Penalty: 5088.146973
	Iteration 21Q: 3 clusters Score -2132256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2132280.250000 Penalty: 5088.146973
	Iteration 22Q: 3 clusters Score -2132280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2132296.500000 Penalty: 5088.146973
	Iteration 23Q: 3 clusters Score -2132296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2132312.500000 Penalty: 5088.146973
	Iteration 24Q: 3 clusters Score -2132312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2132330.000000 Penalty: 5088.146973
	Iteration 25Q: 3 clusters Score -2132330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2132333.500000 Penalty: 5088.146973
	Iteration 26Q: 3 clusters Score -2132334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2132340.750000 Penalty: 5088.146973
	Iteration 27Q: 3 clusters Score -2132341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2132346.000000 Penalty: 5088.146973
	Iteration 28Q: 3 clusters Score -2132346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2132352.500000 Penalty: 5088.146973
	Iteration 29Q: 3 clusters Score -2132352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2132357.500000 Penalty: 5088.146973
	Iteration 30Q: 3 clusters Score -2132358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2132360.250000 Penalty: 5088.146973
	Iteration 31Q: 3 clusters Score -2132360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2132360.750000 Penalty: 5088.146973
	Iteration 32Q: 3 clusters Score -2132361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2132359.000000 Penalty: 5088.146973
	Iteration 33Q: 3 clusters Score -2132359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2132361.500000 Penalty: 5088.146973
	Iteration 34Q: 3 clusters Score -2132362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2132362.500000 Penalty: 5088.146973
	Iteration 35Q: 3 clusters Score -2132362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2132362.000000 Penalty: 5088.146973
	Iteration 36Q: 3 clusters Score -2132362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2132361.000000 Penalty: 5088.146973
	Iteration 37Q: 3 clusters Score -2132361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2132361.750000 Penalty: 5088.146973
	Iteration 38Q: 3 clusters Score -2132362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2132364.000000 Penalty: 5088.146973
	Iteration 39Q: 3 clusters Score -2132364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2132365.000000 Penalty: 5088.146973
	Iteration 40F: 3 clusters Score -2132365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2132365.750000 Penalty: 5088.146973
	Iteration 41Q: 3 clusters Score -2132366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2132366.750000 Penalty: 5088.146973
	Iteration 42Q: 3 clusters Score -2132367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2132368.750000 Penalty: 5088.146973
	Iteration 43Q: 3 clusters Score -2132369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2132369.250000 Penalty: 5088.146973
	Iteration 44Q: 3 clusters Score -2132369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2132370.250000 Penalty: 5088.146973
	Iteration 45Q: 3 clusters Score -2132370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2132370.500000 Penalty: 5088.146973
	Iteration 46Q: 3 clusters Score -2132370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2132373.750000 Penalty: 5088.146973
	Iteration 47Q: 3 clusters Score -2132374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2132376.000000 Penalty: 5088.146973
	Iteration 48Q: 3 clusters Score -2132376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2132376.000000 Penalty: 5088.146973
	Iteration 49F: 3 clusters Score -2132376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Entering Unmasked Estep 
Score: -347604.406250 Penalty: 2099.386475
	Iteration 0F: 2 clusters Score -347604.4 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 2333 members 
Entering Unmasked Estep 
Score: -343289.218750 Penalty: 4198.772949
	Iteration 0F: 3 clusters Score -343289.2 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -344288.593750 Penalty: 4198.772949
	Iteration 1F: 3 clusters Score -344288.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -344563.531250 Penalty: 4198.772949
	Iteration 2F: 3 clusters Score -344563.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -344810.125000 Penalty: 4198.772949
	Iteration 3F: 3 clusters Score -344810.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -345001.375000 Penalty: 4198.772949
	Iteration 4F: 3 clusters Score -345001.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -345179.656250 Penalty: 4198.772949
	Iteration 5Q: 3 clusters Score -345179.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -345336.531250 Penalty: 4198.772949
	Iteration 6Q: 3 clusters Score -345336.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -345472.218750 Penalty: 4198.772949
	Iteration 7Q: 3 clusters Score -345472.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -345578.937500 Penalty: 4198.772949
	Iteration 8Q: 3 clusters Score -345578.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -345649.218750 Penalty: 4198.772949
	Iteration 9Q: 3 clusters Score -345649.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -345699.218750 Penalty: 4198.772949
	Iteration 10Q: 3 clusters Score -345699.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -345733.093750 Penalty: 4198.772949
	Iteration 11Q: 3 clusters Score -345733.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -345757.906250 Penalty: 4198.772949
	Iteration 12Q: 3 clusters Score -345757.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -345777.468750 Penalty: 4198.772949
	Iteration 13Q: 3 clusters Score -345777.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -345797.343750 Penalty: 4198.772949
	Iteration 14Q: 3 clusters Score -345797.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -345812.968750 Penalty: 4198.772949
	Iteration 15Q: 3 clusters Score -345813 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -345827.687500 Penalty: 4198.772949
	Iteration 16Q: 3 clusters Score -345827.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -345842.968750 Penalty: 4198.772949
	Iteration 17Q: 3 clusters Score -345843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -345851.656250 Penalty: 4198.772949
	Iteration 18Q: 3 clusters Score -345851.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -345855.812500 Penalty: 4198.772949
	Iteration 19Q: 3 clusters Score -345855.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -345859.468750 Penalty: 4198.772949
	Iteration 20F: 3 clusters Score -345859.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -345865.062500 Penalty: 4198.772949
	Iteration 21Q: 3 clusters Score -345865.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -345866.875000 Penalty: 4198.772949
	Iteration 22Q: 3 clusters Score -345866.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -345868.687500 Penalty: 4198.772949
	Iteration 23Q: 3 clusters Score -345868.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -345870.312500 Penalty: 4198.772949
	Iteration 24Q: 3 clusters Score -345870.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -345872.937500 Penalty: 4198.772949
	Iteration 25Q: 3 clusters Score -345872.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -345876.562500 Penalty: 4198.772949
	Iteration 26Q: 3 clusters Score -345876.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -345880.312500 Penalty: 4198.772949
	Iteration 27Q: 3 clusters Score -345880.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -345881.562500 Penalty: 4198.772949
	Iteration 28Q: 3 clusters Score -345881.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -345883.125000 Penalty: 4198.772949
	Iteration 29Q: 3 clusters Score -345883.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -345884.000000 Penalty: 4198.772949
	Iteration 30Q: 3 clusters Score -345884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -345886.062500 Penalty: 4198.772949
	Iteration 31Q: 3 clusters Score -345886.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -345887.656250 Penalty: 4198.772949
	Iteration 32Q: 3 clusters Score -345887.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -345889.375000 Penalty: 4198.772949
	Iteration 33Q: 3 clusters Score -345889.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -345890.687500 Penalty: 4198.772949
	Iteration 34Q: 3 clusters Score -345890.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -345892.125000 Penalty: 4198.772949
	Iteration 35Q: 3 clusters Score -345892.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -345893.687500 Penalty: 4198.772949
	Iteration 36Q: 3 clusters Score -345893.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -345894.625000 Penalty: 4198.772949
	Iteration 37Q: 3 clusters Score -345894.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -345895.781250 Penalty: 4198.772949
	Iteration 38Q: 3 clusters Score -345895.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -345896.406250 Penalty: 4198.772949
	Iteration 39Q: 3 clusters Score -345896.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -345897.531250 Penalty: 4198.772949
	Iteration 40F: 3 clusters Score -345897.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -345897.562500 Penalty: 4198.772949
	Iteration 41Q: 3 clusters Score -345897.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -345897.562500 Penalty: 4198.772949
	Iteration 42F: 3 clusters Score -345897.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Entering Unmasked Estep 
Score: -632964.875000 Penalty: 2255.570312
	Iteration 0F: 2 clusters Score -632964.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -626028.312500 Penalty: 4511.140625
	Iteration 0F: 3 clusters Score -626028.3 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -628192.875000 Penalty: 4511.140625
	Iteration 1F: 3 clusters Score -628192.9 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -628725.000000 Penalty: 4511.140625
	Iteration 2F: 3 clusters Score -628725 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -629303.062500 Penalty: 4511.140625
	Iteration 3F: 3 clusters Score -629303.1 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -629937.500000 Penalty: 4511.140625
	Iteration 4F: 3 clusters Score -629937.5 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -630569.000000 Penalty: 4511.140625
	Iteration 5F: 3 clusters Score -630569 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -631152.000000 Penalty: 4511.140625
	Iteration 6F: 3 clusters Score -631152 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -631579.062500 Penalty: 4511.140625
	Iteration 7F: 3 clusters Score -631579.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -631818.250000 Penalty: 4511.140625
	Iteration 8Q: 3 clusters Score -631818.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -631955.187500 Penalty: 4511.140625
	Iteration 9Q: 3 clusters Score -631955.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -632044.062500 Penalty: 4511.140625
	Iteration 10Q: 3 clusters Score -632044.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -632077.875000 Penalty: 4511.140625
	Iteration 11Q: 3 clusters Score -632077.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -632097.312500 Penalty: 4511.140625
	Iteration 12Q: 3 clusters Score -632097.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -632111.187500 Penalty: 4511.140625
	Iteration 13Q: 3 clusters Score -632111.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -632119.375000 Penalty: 4511.140625
	Iteration 14Q: 3 clusters Score -632119.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -632122.375000 Penalty: 4511.140625
	Iteration 15Q: 3 clusters Score -632122.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -632126.187500 Penalty: 4511.140625
	Iteration 16Q: 3 clusters Score -632126.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -632127.250000 Penalty: 4511.140625
	Iteration 17Q: 3 clusters Score -632127.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -632130.187500 Penalty: 4511.140625
	Iteration 18Q: 3 clusters Score -632130.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -632132.062500 Penalty: 4511.140625
	Iteration 19Q: 3 clusters Score -632132.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -632134.187500 Penalty: 4511.140625
	Iteration 20F: 3 clusters Score -632134.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -632135.250000 Penalty: 4511.140625
	Iteration 21Q: 3 clusters Score -632135.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -632133.812500 Penalty: 4511.140625
	Iteration 22Q: 3 clusters Score -632133.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -632134.187500 Penalty: 4511.140625
	Iteration 23Q: 3 clusters Score -632134.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -632134.187500 Penalty: 4511.140625
	Iteration 24F: 3 clusters Score -632134.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Entering Unmasked Estep 
Score: -1205712.375000 Penalty: 2434.129639
	Iteration 0F: 2 clusters Score -1205712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1192774.125000 Penalty: 4868.259277
	Iteration 0F: 3 clusters Score -1192774 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1197179.500000 Penalty: 4868.259277
	Iteration 1F: 3 clusters Score -1197180 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1197752.875000 Penalty: 4868.259277
	Iteration 2F: 3 clusters Score -1197753 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1198234.500000 Penalty: 4868.259277
	Iteration 3F: 3 clusters Score -1198234 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1198650.000000 Penalty: 4868.259277
	Iteration 4Q: 3 clusters Score -1198650 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1199051.750000 Penalty: 4868.259277
	Iteration 5Q: 3 clusters Score -1199052 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1199424.750000 Penalty: 4868.259277
	Iteration 6Q: 3 clusters Score -1199425 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1199760.875000 Penalty: 4868.259277
	Iteration 7Q: 3 clusters Score -1199761 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1200080.125000 Penalty: 4868.259277
	Iteration 8Q: 3 clusters Score -1200080 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1200384.500000 Penalty: 4868.259277
	Iteration 9Q: 3 clusters Score -1200384 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1200653.250000 Penalty: 4868.259277
	Iteration 10Q: 3 clusters Score -1200653 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1200920.250000 Penalty: 4868.259277
	Iteration 11Q: 3 clusters Score -1200920 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1201176.125000 Penalty: 4868.259277
	Iteration 12Q: 3 clusters Score -1201176 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1201369.500000 Penalty: 4868.259277
	Iteration 13Q: 3 clusters Score -1201370 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1201534.625000 Penalty: 4868.259277
	Iteration 14Q: 3 clusters Score -1201535 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1201661.000000 Penalty: 4868.259277
	Iteration 15Q: 3 clusters Score -1201661 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1201763.875000 Penalty: 4868.259277
	Iteration 16Q: 3 clusters Score -1201764 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1201844.375000 Penalty: 4868.259277
	Iteration 17Q: 3 clusters Score -1201844 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1201923.250000 Penalty: 4868.259277
	Iteration 18Q: 3 clusters Score -1201923 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1202005.875000 Penalty: 4868.259277
	Iteration 19Q: 3 clusters Score -1202006 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1202099.375000 Penalty: 4868.259277
	Iteration 20F: 3 clusters Score -1202099 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1202189.500000 Penalty: 4868.259277
	Iteration 21Q: 3 clusters Score -1202190 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1202273.250000 Penalty: 4868.259277
	Iteration 22Q: 3 clusters Score -1202273 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1202365.875000 Penalty: 4868.259277
	Iteration 23Q: 3 clusters Score -1202366 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1202437.125000 Penalty: 4868.259277
	Iteration 24Q: 3 clusters Score -1202437 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1202514.375000 Penalty: 4868.259277
	Iteration 25Q: 3 clusters Score -1202514 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1202585.250000 Penalty: 4868.259277
	Iteration 26Q: 3 clusters Score -1202585 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1202659.750000 Penalty: 4868.259277
	Iteration 27Q: 3 clusters Score -1202660 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1202713.000000 Penalty: 4868.259277
	Iteration 28Q: 3 clusters Score -1202713 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1202772.125000 Penalty: 4868.259277
	Iteration 29Q: 3 clusters Score -1202772 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1202830.250000 Penalty: 4868.259277
	Iteration 30Q: 3 clusters Score -1202830 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1202881.375000 Penalty: 4868.259277
	Iteration 31Q: 3 clusters Score -1202881 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1202932.500000 Penalty: 4868.259277
	Iteration 32Q: 3 clusters Score -1202932 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1202970.250000 Penalty: 4868.259277
	Iteration 33Q: 3 clusters Score -1202970 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1202998.750000 Penalty: 4868.259277
	Iteration 34Q: 3 clusters Score -1202999 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1203036.000000 Penalty: 4868.259277
	Iteration 35Q: 3 clusters Score -1203036 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1203062.375000 Penalty: 4868.259277
	Iteration 36Q: 3 clusters Score -1203062 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1203081.625000 Penalty: 4868.259277
	Iteration 37Q: 3 clusters Score -1203082 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1203093.000000 Penalty: 4868.259277
	Iteration 38Q: 3 clusters Score -1203093 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1203111.375000 Penalty: 4868.259277
	Iteration 39Q: 3 clusters Score -1203111 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1203124.750000 Penalty: 4868.259277
	Iteration 40F: 3 clusters Score -1203125 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1203141.875000 Penalty: 4868.259277
	Iteration 41Q: 3 clusters Score -1203142 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1203152.375000 Penalty: 4868.259277
	Iteration 42Q: 3 clusters Score -1203152 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1203171.875000 Penalty: 4868.259277
	Iteration 43Q: 3 clusters Score -1203172 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1203184.875000 Penalty: 4868.259277
	Iteration 44Q: 3 clusters Score -1203185 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1203197.125000 Penalty: 4868.259277
	Iteration 45Q: 3 clusters Score -1203197 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1203206.750000 Penalty: 4868.259277
	Iteration 46Q: 3 clusters Score -1203207 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1203218.875000 Penalty: 4868.259277
	Iteration 47Q: 3 clusters Score -1203219 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1203230.250000 Penalty: 4868.259277
	Iteration 48Q: 3 clusters Score -1203230 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1203241.625000 Penalty: 4868.259277
	Iteration 49Q: 3 clusters Score -1203242 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1203250.000000 Penalty: 4868.259277
	Iteration 50Q: 3 clusters Score -1203250 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1203260.250000 Penalty: 4868.259277
	Iteration 51Q: 3 clusters Score -1203260 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1203271.500000 Penalty: 4868.259277
	Iteration 52Q: 3 clusters Score -1203272 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1203280.125000 Penalty: 4868.259277
	Iteration 53Q: 3 clusters Score -1203280 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1203290.125000 Penalty: 4868.259277
	Iteration 54Q: 3 clusters Score -1203290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1203294.875000 Penalty: 4868.259277
	Iteration 55Q: 3 clusters Score -1203295 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1203296.125000 Penalty: 4868.259277
	Iteration 56Q: 3 clusters Score -1203296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1203301.750000 Penalty: 4868.259277
	Iteration 57Q: 3 clusters Score -1203302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1203302.000000 Penalty: 4868.259277
	Iteration 58Q: 3 clusters Score -1203302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1203309.250000 Penalty: 4868.259277
	Iteration 59Q: 3 clusters Score -1203309 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1203312.250000 Penalty: 4868.259277
	Iteration 60F: 3 clusters Score -1203312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1203315.875000 Penalty: 4868.259277
	Iteration 61Q: 3 clusters Score -1203316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1203325.000000 Penalty: 4868.259277
	Iteration 62Q: 3 clusters Score -1203325 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1203326.750000 Penalty: 4868.259277
	Iteration 63Q: 3 clusters Score -1203327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1203328.250000 Penalty: 4868.259277
	Iteration 64Q: 3 clusters Score -1203328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1203331.250000 Penalty: 4868.259277
	Iteration 65Q: 3 clusters Score -1203331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1203332 nChanged 6
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Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1203332 nChanged 4
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Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1203330 nChanged 2
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Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 12863 members 
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	Iteration 69Q: 3 clusters Score -1203330 nChanged 3
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Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1203329 nChanged 3
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Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1203330 nChanged 2
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Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1203331 nChanged 3
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Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1203330 nChanged 2
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Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1203330 nChanged 4
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Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1203331 nChanged 4
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Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1203334 nChanged 5
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Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1203336 nChanged 6
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Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1203333 nChanged 9
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Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1203332 nChanged 9
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Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1203336 nChanged 10
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Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1203336 nChanged 7
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Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1203339 nChanged 3
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Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1203338 nChanged 8
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Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 12933 members 
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	Iteration 84Q: 3 clusters Score -1203338 nChanged 7
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Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1203341 nChanged 6
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Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1203343 nChanged 7
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Mstep: Class 1 contains 5360 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1203347 nChanged 6
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Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1203345 nChanged 8
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Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1203342 nChanged 8
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Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1203345 nChanged 7
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Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 12972 members 
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	Iteration 91Q: 3 clusters Score -1203348 nChanged 4
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Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 12976 members 
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	Iteration 92Q: 3 clusters Score -1203349 nChanged 4
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Mstep: Class 1 contains 5329 members 
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	Iteration 93Q: 3 clusters Score -1203349 nChanged 2
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Mstep: Class 1 contains 5327 members 
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	Iteration 94Q: 3 clusters Score -1203346 nChanged 3
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Mstep: Class 1 contains 5324 members 
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	Iteration 95Q: 3 clusters Score -1203346 nChanged 3
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Mstep: Class 1 contains 5321 members 
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	Iteration 96Q: 3 clusters Score -1203344 nChanged 6
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Mstep: Class 1 contains 5315 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1203348 nChanged 7
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Mstep: Class 1 contains 5308 members 
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	Iteration 98Q: 3 clusters Score -1203347 nChanged 8
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	Iteration 99Q: 3 clusters Score -1203348 nChanged 6
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Mstep: Class 1 contains 5298 members 
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	Iteration 100F: 3 clusters Score -1203351 nChanged 13
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Mstep: Class 1 contains 5289 members 
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	Iteration 101Q: 3 clusters Score -1203353 nChanged 16
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	Iteration 102Q: 3 clusters Score -1203354 nChanged 16
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	Iteration 103Q: 3 clusters Score -1203356 nChanged 25
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	Iteration 104Q: 3 clusters Score -1203358 nChanged 23
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	Iteration 105Q: 3 clusters Score -1203359 nChanged 17
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Mstep: Class 1 contains 5200 members 
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	Iteration 106Q: 3 clusters Score -1203360 nChanged 16
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Mstep: Class 1 contains 5188 members 
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	Iteration 107Q: 3 clusters Score -1203366 nChanged 9
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Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 13126 members 
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	Iteration 108Q: 3 clusters Score -1203365 nChanged 11
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Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 13133 members 
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	Iteration 109Q: 3 clusters Score -1203366 nChanged 10
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Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 13141 members 
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	Iteration 110Q: 3 clusters Score -1203368 nChanged 4
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Mstep: Class 1 contains 5162 members 
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	Iteration 111Q: 3 clusters Score -1203366 nChanged 3
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Mstep: Class 1 contains 5159 members 
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	Iteration 112Q: 3 clusters Score -1203364 nChanged 1
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	Iteration 113Q: 3 clusters Score -1203365 nChanged 2
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	Iteration 114Q: 3 clusters Score -1203365 nChanged 1
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	Iteration 115Q: 3 clusters Score -1203367 nChanged 4
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	Iteration 116Q: 3 clusters Score -1203368 nChanged 7
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	Iteration 117Q: 3 clusters Score -1203370 nChanged 6
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	Iteration 118Q: 3 clusters Score -1203367 nChanged 7
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	Iteration 119Q: 3 clusters Score -1203366 nChanged 8
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Mstep: Class 1 contains 5127 members 
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	Iteration 120F: 3 clusters Score -1203369 nChanged 8
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Mstep: Class 1 contains 5119 members 
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	Iteration 121Q: 3 clusters Score -1203369 nChanged 9
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Mstep: Class 1 contains 5110 members 
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	Iteration 122Q: 3 clusters Score -1203371 nChanged 6
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	Iteration 123Q: 3 clusters Score -1203374 nChanged 8
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	Iteration 124Q: 3 clusters Score -1203372 nChanged 10
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	Iteration 125Q: 3 clusters Score -1203375 nChanged 12
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	Iteration 126Q: 3 clusters Score -1203374 nChanged 8
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	Iteration 127Q: 3 clusters Score -1203376 nChanged 13
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	Iteration 128Q: 3 clusters Score -1203378 nChanged 16
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	Iteration 129Q: 3 clusters Score -1203380 nChanged 19
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	Iteration 130Q: 3 clusters Score -1203383 nChanged 21
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	Iteration 131Q: 3 clusters Score -1203383 nChanged 26
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	Iteration 132Q: 3 clusters Score -1203388 nChanged 17
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	Iteration 133Q: 3 clusters Score -1203388 nChanged 22
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	Iteration 134Q: 3 clusters Score -1203387 nChanged 25
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	Iteration 135Q: 3 clusters Score -1203392 nChanged 37
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	Iteration 136Q: 3 clusters Score -1203394 nChanged 35
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	Iteration 137Q: 3 clusters Score -1203402 nChanged 43
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	Iteration 138Q: 3 clusters Score -1203411 nChanged 40
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	Iteration 139Q: 3 clusters Score -1203420 nChanged 42
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	Iteration 140F: 3 clusters Score -1203434 nChanged 49
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	Iteration 141Q: 3 clusters Score -1203440 nChanged 56
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	Iteration 142Q: 3 clusters Score -1203453 nChanged 45
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	Iteration 143Q: 3 clusters Score -1203456 nChanged 45
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	Iteration 144Q: 3 clusters Score -1203468 nChanged 47
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	Iteration 145Q: 3 clusters Score -1203478 nChanged 49
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	Iteration 146Q: 3 clusters Score -1203482 nChanged 45
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	Iteration 147Q: 3 clusters Score -1203492 nChanged 54
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	Iteration 148Q: 3 clusters Score -1203499 nChanged 61
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	Iteration 149Q: 3 clusters Score -1203514 nChanged 60
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	Iteration 150Q: 3 clusters Score -1203526 nChanged 54
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	Iteration 151Q: 3 clusters Score -1203540 nChanged 56
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	Iteration 152Q: 3 clusters Score -1203549 nChanged 55
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	Iteration 153Q: 3 clusters Score -1203562 nChanged 67
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	Iteration 154Q: 3 clusters Score -1203577 nChanged 61
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	Iteration 155Q: 3 clusters Score -1203590 nChanged 50
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	Iteration 156Q: 3 clusters Score -1203599 nChanged 51
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	Iteration 157Q: 3 clusters Score -1203613 nChanged 62
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	Iteration 158Q: 3 clusters Score -1203628 nChanged 69
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	Iteration 159Q: 3 clusters Score -1203643 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1203664.625000 Penalty: 4868.259277
	Iteration 160F: 3 clusters Score -1203665 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1203682.375000 Penalty: 4868.259277
	Iteration 161Q: 3 clusters Score -1203682 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1203686.375000 Penalty: 4868.259277
	Iteration 162Q: 3 clusters Score -1203686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1203695.000000 Penalty: 4868.259277
	Iteration 163Q: 3 clusters Score -1203695 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1203703.750000 Penalty: 4868.259277
	Iteration 164Q: 3 clusters Score -1203704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1203714.125000 Penalty: 4868.259277
	Iteration 165Q: 3 clusters Score -1203714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1203717.500000 Penalty: 4868.259277
	Iteration 166Q: 3 clusters Score -1203718 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1203726.250000 Penalty: 4868.259277
	Iteration 167Q: 3 clusters Score -1203726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1203738.250000 Penalty: 4868.259277
	Iteration 168Q: 3 clusters Score -1203738 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1203749.000000 Penalty: 4868.259277
	Iteration 169Q: 3 clusters Score -1203749 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1203759.875000 Penalty: 4868.259277
	Iteration 170Q: 3 clusters Score -1203760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1203772.000000 Penalty: 4868.259277
	Iteration 171Q: 3 clusters Score -1203772 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1203789.750000 Penalty: 4868.259277
	Iteration 172Q: 3 clusters Score -1203790 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1203802.875000 Penalty: 4868.259277
	Iteration 173Q: 3 clusters Score -1203803 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1203820.750000 Penalty: 4868.259277
	Iteration 174Q: 3 clusters Score -1203821 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1203835.750000 Penalty: 4868.259277
	Iteration 175Q: 3 clusters Score -1203836 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1203855.875000 Penalty: 4868.259277
	Iteration 176Q: 3 clusters Score -1203856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1203866.875000 Penalty: 4868.259277
	Iteration 177Q: 3 clusters Score -1203867 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1203870.750000 Penalty: 4868.259277
	Iteration 178Q: 3 clusters Score -1203871 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1203881.000000 Penalty: 4868.259277
	Iteration 179Q: 3 clusters Score -1203881 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -1203889.625000 Penalty: 4868.259277
	Iteration 180F: 3 clusters Score -1203890 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1203900.125000 Penalty: 4868.259277
	Iteration 181Q: 3 clusters Score -1203900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1203902.750000 Penalty: 4868.259277
	Iteration 182Q: 3 clusters Score -1203903 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1203918.250000 Penalty: 4868.259277
	Iteration 183Q: 3 clusters Score -1203918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -1203923.500000 Penalty: 4868.259277
	Iteration 184Q: 3 clusters Score -1203924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -1203929.375000 Penalty: 4868.259277
	Iteration 185Q: 3 clusters Score -1203929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -1203933.250000 Penalty: 4868.259277
	Iteration 186Q: 3 clusters Score -1203933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -1203936.250000 Penalty: 4868.259277
	Iteration 187Q: 3 clusters Score -1203936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -1203943.250000 Penalty: 4868.259277
	Iteration 188Q: 3 clusters Score -1203943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1203950.125000 Penalty: 4868.259277
	Iteration 189Q: 3 clusters Score -1203950 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1203965.500000 Penalty: 4868.259277
	Iteration 190Q: 3 clusters Score -1203966 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -1203972.125000 Penalty: 4868.259277
	Iteration 191Q: 3 clusters Score -1203972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -1203977.250000 Penalty: 4868.259277
	Iteration 192Q: 3 clusters Score -1203977 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -1203987.875000 Penalty: 4868.259277
	Iteration 193Q: 3 clusters Score -1203988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1203993.875000 Penalty: 4868.259277
	Iteration 194Q: 3 clusters Score -1203994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -1204000.250000 Penalty: 4868.259277
	Iteration 195Q: 3 clusters Score -1204000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -1204004.875000 Penalty: 4868.259277
	Iteration 196Q: 3 clusters Score -1204005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -1204005.500000 Penalty: 4868.259277
	Iteration 197Q: 3 clusters Score -1204006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -1204013.750000 Penalty: 4868.259277
	Iteration 198Q: 3 clusters Score -1204014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -1204023.000000 Penalty: 4868.259277
	Iteration 199Q: 3 clusters Score -1204023 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -1204031.250000 Penalty: 4868.259277
	Iteration 200F: 3 clusters Score -1204031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -1204035.875000 Penalty: 4868.259277
	Iteration 201Q: 3 clusters Score -1204036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -1204043.625000 Penalty: 4868.259277
	Iteration 202Q: 3 clusters Score -1204044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1204048.750000 Penalty: 4868.259277
	Iteration 203Q: 3 clusters Score -1204049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -1204045.250000 Penalty: 4868.259277
	Iteration 204Q: 3 clusters Score -1204045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1204045.000000 Penalty: 4868.259277
	Iteration 205Q: 3 clusters Score -1204045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -1204050.625000 Penalty: 4868.259277
	Iteration 206Q: 3 clusters Score -1204051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -1204056.125000 Penalty: 4868.259277
	Iteration 207Q: 3 clusters Score -1204056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1204055.750000 Penalty: 4868.259277
	Iteration 208Q: 3 clusters Score -1204056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -1204058.375000 Penalty: 4868.259277
	Iteration 209Q: 3 clusters Score -1204058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -1204063.250000 Penalty: 4868.259277
	Iteration 210Q: 3 clusters Score -1204063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1204064.250000 Penalty: 4868.259277
	Iteration 211Q: 3 clusters Score -1204064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -1204066.875000 Penalty: 4868.259277
	Iteration 212Q: 3 clusters Score -1204067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -1204066.625000 Penalty: 4868.259277
	Iteration 213Q: 3 clusters Score -1204067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -1204067.500000 Penalty: 4868.259277
	Iteration 214Q: 3 clusters Score -1204068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1204068.000000 Penalty: 4868.259277
	Iteration 215Q: 3 clusters Score -1204068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -1204072.125000 Penalty: 4868.259277
	Iteration 216Q: 3 clusters Score -1204072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -1204072.500000 Penalty: 4868.259277
	Iteration 217Q: 3 clusters Score -1204072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -1204075.125000 Penalty: 4868.259277
	Iteration 218Q: 3 clusters Score -1204075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -1204082.000000 Penalty: 4868.259277
	Iteration 219Q: 3 clusters Score -1204082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -1204082.375000 Penalty: 4868.259277
	Iteration 220F: 3 clusters Score -1204082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -1204079.000000 Penalty: 4868.259277
	Iteration 221Q: 3 clusters Score -1204079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -1204080.250000 Penalty: 4868.259277
	Iteration 222Q: 3 clusters Score -1204080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -1204084.000000 Penalty: 4868.259277
	Iteration 223Q: 3 clusters Score -1204084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -1204088.125000 Penalty: 4868.259277
	Iteration 224Q: 3 clusters Score -1204088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -1204093.375000 Penalty: 4868.259277
	Iteration 225Q: 3 clusters Score -1204093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -1204093.500000 Penalty: 4868.259277
	Iteration 226Q: 3 clusters Score -1204094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1204094.250000 Penalty: 4868.259277
	Iteration 227Q: 3 clusters Score -1204094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -1204100.125000 Penalty: 4868.259277
	Iteration 228Q: 3 clusters Score -1204100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -1204102.125000 Penalty: 4868.259277
	Iteration 229Q: 3 clusters Score -1204102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -1204109.000000 Penalty: 4868.259277
	Iteration 230Q: 3 clusters Score -1204109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -1204112.250000 Penalty: 4868.259277
	Iteration 231Q: 3 clusters Score -1204112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -1204112.125000 Penalty: 4868.259277
	Iteration 232Q: 3 clusters Score -1204112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1204114.125000 Penalty: 4868.259277
	Iteration 233Q: 3 clusters Score -1204114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1204115.625000 Penalty: 4868.259277
	Iteration 234Q: 3 clusters Score -1204116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -1204114.875000 Penalty: 4868.259277
	Iteration 235Q: 3 clusters Score -1204115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -1204115.875000 Penalty: 4868.259277
	Iteration 236Q: 3 clusters Score -1204116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1204116.000000 Penalty: 4868.259277
	Iteration 237Q: 3 clusters Score -1204116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -1204120.500000 Penalty: 4868.259277
	Iteration 238Q: 3 clusters Score -1204120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -1204122.750000 Penalty: 4868.259277
	Iteration 239Q: 3 clusters Score -1204123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -1204127.500000 Penalty: 4868.259277
	Iteration 240F: 3 clusters Score -1204128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1204132.375000 Penalty: 4868.259277
	Iteration 241Q: 3 clusters Score -1204132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -1204132.125000 Penalty: 4868.259277
	Iteration 242Q: 3 clusters Score -1204132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -1204134.750000 Penalty: 4868.259277
	Iteration 243Q: 3 clusters Score -1204135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -1204138.125000 Penalty: 4868.259277
	Iteration 244Q: 3 clusters Score -1204138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -1204136.000000 Penalty: 4868.259277
	Iteration 245Q: 3 clusters Score -1204136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1204137.375000 Penalty: 4868.259277
	Iteration 246Q: 3 clusters Score -1204137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -1204138.750000 Penalty: 4868.259277
	Iteration 247Q: 3 clusters Score -1204139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -1204137.500000 Penalty: 4868.259277
	Iteration 248Q: 3 clusters Score -1204138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -1204137.500000 Penalty: 4868.259277
	Iteration 249F: 3 clusters Score -1204138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Entering Unmasked Estep 
Score: -1026633.875000 Penalty: 2366.437744
	Iteration 0F: 2 clusters Score -1026634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1016489.250000 Penalty: 4732.875488
	Iteration 0F: 3 clusters Score -1016489 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1019829.250000 Penalty: 4732.875488
	Iteration 1F: 3 clusters Score -1019829 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1020412.875000 Penalty: 4732.875488
	Iteration 2F: 3 clusters Score -1020413 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1020984.250000 Penalty: 4732.875488
	Iteration 3F: 3 clusters Score -1020984 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1021597.375000 Penalty: 4732.875488
	Iteration 4F: 3 clusters Score -1021597 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1022278.937500 Penalty: 4732.875488
	Iteration 5F: 3 clusters Score -1022279 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1023017.687500 Penalty: 4732.875488
	Iteration 6F: 3 clusters Score -1023018 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1023759.750000 Penalty: 4732.875488
	Iteration 7F: 3 clusters Score -1023760 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1024482.500000 Penalty: 4732.875488
	Iteration 8F: 3 clusters Score -1024482 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1025072.000000 Penalty: 4732.875488
	Iteration 9Q: 3 clusters Score -1025072 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1025480.500000 Penalty: 4732.875488
	Iteration 10Q: 3 clusters Score -1025480 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1025733.687500 Penalty: 4732.875488
	Iteration 11Q: 3 clusters Score -1025734 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1025909.875000 Penalty: 4732.875488
	Iteration 12Q: 3 clusters Score -1025910 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1026036.312500 Penalty: 4732.875488
	Iteration 13Q: 3 clusters Score -1026036 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1026101.812500 Penalty: 4732.875488
	Iteration 14Q: 3 clusters Score -1026102 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1026140.437500 Penalty: 4732.875488
	Iteration 15Q: 3 clusters Score -1026140 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1026165.375000 Penalty: 4732.875488
	Iteration 16Q: 3 clusters Score -1026165 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1026179.562500 Penalty: 4732.875488
	Iteration 17Q: 3 clusters Score -1026180 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1026194.937500 Penalty: 4732.875488
	Iteration 18Q: 3 clusters Score -1026195 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1026216.375000 Penalty: 4732.875488
	Iteration 19Q: 3 clusters Score -1026216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1026222.125000 Penalty: 4732.875488
	Iteration 20F: 3 clusters Score -1026222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1026225.250000 Penalty: 4732.875488
	Iteration 21Q: 3 clusters Score -1026225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1026228.125000 Penalty: 4732.875488
	Iteration 22Q: 3 clusters Score -1026228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1026234.375000 Penalty: 4732.875488
	Iteration 23Q: 3 clusters Score -1026234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1026240.000000 Penalty: 4732.875488
	Iteration 24Q: 3 clusters Score -1026240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1026244.187500 Penalty: 4732.875488
	Iteration 25Q: 3 clusters Score -1026244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1026248.687500 Penalty: 4732.875488
	Iteration 26Q: 3 clusters Score -1026249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1026251.375000 Penalty: 4732.875488
	Iteration 27Q: 3 clusters Score -1026251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1026252.312500 Penalty: 4732.875488
	Iteration 28Q: 3 clusters Score -1026252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1026255.812500 Penalty: 4732.875488
	Iteration 29Q: 3 clusters Score -1026256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1026254.812500 Penalty: 4732.875488
	Iteration 30Q: 3 clusters Score -1026255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1026254.937500 Penalty: 4732.875488
	Iteration 31Q: 3 clusters Score -1026255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1026256.062500 Penalty: 4732.875488
	Iteration 32Q: 3 clusters Score -1026256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1026255.937500 Penalty: 4732.875488
	Iteration 33Q: 3 clusters Score -1026256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1026256.187500 Penalty: 4732.875488
	Iteration 34Q: 3 clusters Score -1026256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1026258.375000 Penalty: 4732.875488
	Iteration 35Q: 3 clusters Score -1026258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1026259.937500 Penalty: 4732.875488
	Iteration 36Q: 3 clusters Score -1026260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1026261.875000 Penalty: 4732.875488
	Iteration 37Q: 3 clusters Score -1026262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1026263.875000 Penalty: 4732.875488
	Iteration 38Q: 3 clusters Score -1026264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1026265.937500 Penalty: 4732.875488
	Iteration 39Q: 3 clusters Score -1026266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1026266.625000 Penalty: 4732.875488
	Iteration 40F: 3 clusters Score -1026267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1026268.500000 Penalty: 4732.875488
	Iteration 41Q: 3 clusters Score -1026268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1026266.375000 Penalty: 4732.875488
	Iteration 42Q: 3 clusters Score -1026266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1026267.562500 Penalty: 4732.875488
	Iteration 43Q: 3 clusters Score -1026268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1026270.875000 Penalty: 4732.875488
	Iteration 44Q: 3 clusters Score -1026271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1026275.000000 Penalty: 4732.875488
	Iteration 45Q: 3 clusters Score -1026275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1026274.062500 Penalty: 4732.875488
	Iteration 46Q: 3 clusters Score -1026274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1026274.687500 Penalty: 4732.875488
	Iteration 47Q: 3 clusters Score -1026275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1026273.562500 Penalty: 4732.875488
	Iteration 48Q: 3 clusters Score -1026274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1026274.562500 Penalty: 4732.875488
	Iteration 49Q: 3 clusters Score -1026275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1026274.625000 Penalty: 4732.875488
	Iteration 50Q: 3 clusters Score -1026275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1026273.187500 Penalty: 4732.875488
	Iteration 51Q: 3 clusters Score -1026273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1026274.437500 Penalty: 4732.875488
	Iteration 52Q: 3 clusters Score -1026274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1026274.437500 Penalty: 4732.875488
	Iteration 53F: 3 clusters Score -1026274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Entering Unmasked Estep 
Score: -1231951.750000 Penalty: 2415.614258
	Iteration 0F: 2 clusters Score -1231952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1219821.875000 Penalty: 4831.228516
	Iteration 0F: 3 clusters Score -1219822 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1223817.500000 Penalty: 4831.228516
	Iteration 1F: 3 clusters Score -1223818 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1224398.125000 Penalty: 4831.228516
	Iteration 2F: 3 clusters Score -1224398 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1224981.125000 Penalty: 4831.228516
	Iteration 3F: 3 clusters Score -1224981 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1225574.375000 Penalty: 4831.228516
	Iteration 4F: 3 clusters Score -1225574 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1226197.000000 Penalty: 4831.228516
	Iteration 5F: 3 clusters Score -1226197 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1226822.000000 Penalty: 4831.228516
	Iteration 6F: 3 clusters Score -1226822 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1227414.250000 Penalty: 4831.228516
	Iteration 7F: 3 clusters Score -1227414 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1227990.625000 Penalty: 4831.228516
	Iteration 8Q: 3 clusters Score -1227991 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1228518.625000 Penalty: 4831.228516
	Iteration 9Q: 3 clusters Score -1228519 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1228988.750000 Penalty: 4831.228516
	Iteration 10Q: 3 clusters Score -1228989 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1229345.875000 Penalty: 4831.228516
	Iteration 11Q: 3 clusters Score -1229346 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1229609.875000 Penalty: 4831.228516
	Iteration 12Q: 3 clusters Score -1229610 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1229804.125000 Penalty: 4831.228516
	Iteration 13Q: 3 clusters Score -1229804 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1229942.750000 Penalty: 4831.228516
	Iteration 14Q: 3 clusters Score -1229943 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1230021.250000 Penalty: 4831.228516
	Iteration 15Q: 3 clusters Score -1230021 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1230106.125000 Penalty: 4831.228516
	Iteration 16Q: 3 clusters Score -1230106 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1230187.000000 Penalty: 4831.228516
	Iteration 17Q: 3 clusters Score -1230187 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1230242.875000 Penalty: 4831.228516
	Iteration 18Q: 3 clusters Score -1230243 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1230291.500000 Penalty: 4831.228516
	Iteration 19Q: 3 clusters Score -1230292 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1230333.000000 Penalty: 4831.228516
	Iteration 20F: 3 clusters Score -1230333 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1230368.250000 Penalty: 4831.228516
	Iteration 21Q: 3 clusters Score -1230368 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1230391.625000 Penalty: 4831.228516
	Iteration 22Q: 3 clusters Score -1230392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1230408.625000 Penalty: 4831.228516
	Iteration 23Q: 3 clusters Score -1230409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1230419.000000 Penalty: 4831.228516
	Iteration 24Q: 3 clusters Score -1230419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1230421.250000 Penalty: 4831.228516
	Iteration 25Q: 3 clusters Score -1230421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1230423.500000 Penalty: 4831.228516
	Iteration 26Q: 3 clusters Score -1230424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1230430.125000 Penalty: 4831.228516
	Iteration 27Q: 3 clusters Score -1230430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1230436.250000 Penalty: 4831.228516
	Iteration 28Q: 3 clusters Score -1230436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1230439.625000 Penalty: 4831.228516
	Iteration 29Q: 3 clusters Score -1230440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1230441.125000 Penalty: 4831.228516
	Iteration 30Q: 3 clusters Score -1230441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1230444.000000 Penalty: 4831.228516
	Iteration 31Q: 3 clusters Score -1230444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1230444.875000 Penalty: 4831.228516
	Iteration 32Q: 3 clusters Score -1230445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1230449.375000 Penalty: 4831.228516
	Iteration 33Q: 3 clusters Score -1230449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1230449.125000 Penalty: 4831.228516
	Iteration 34Q: 3 clusters Score -1230449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1230449.125000 Penalty: 4831.228516
	Iteration 35Q: 3 clusters Score -1230449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1230449.125000 Penalty: 4831.228516
	Iteration 36F: 3 clusters Score -1230449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Entering Unmasked Estep 
Score: -97140.132812 Penalty: 1793.538574
	Iteration 0F: 2 clusters Score -97140.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -94930.484375 Penalty: 3587.077148
	Iteration 0F: 3 clusters Score -94930.48 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -95277.851562 Penalty: 3587.077148
	Iteration 1F: 3 clusters Score -95277.85 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -95427.570312 Penalty: 3587.077148
	Iteration 2F: 3 clusters Score -95427.57 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -95521.023438 Penalty: 3587.077148
	Iteration 3F: 3 clusters Score -95521.02 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -95576.531250 Penalty: 3587.077148
	Iteration 4Q: 3 clusters Score -95576.53 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -95628.007812 Penalty: 3587.077148
	Iteration 5Q: 3 clusters Score -95628.01 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -95674.812500 Penalty: 3587.077148
	Iteration 6Q: 3 clusters Score -95674.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -95705.929688 Penalty: 3587.077148
	Iteration 7Q: 3 clusters Score -95705.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -95735.726562 Penalty: 3587.077148
	Iteration 8Q: 3 clusters Score -95735.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -95769.421875 Penalty: 3587.077148
	Iteration 9Q: 3 clusters Score -95769.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -95798.609375 Penalty: 3587.077148
	Iteration 10Q: 3 clusters Score -95798.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -95818.718750 Penalty: 3587.077148
	Iteration 11Q: 3 clusters Score -95818.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -95828.914062 Penalty: 3587.077148
	Iteration 12Q: 3 clusters Score -95828.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -95837.320312 Penalty: 3587.077148
	Iteration 13Q: 3 clusters Score -95837.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -95843.007812 Penalty: 3587.077148
	Iteration 14Q: 3 clusters Score -95843.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -95847.046875 Penalty: 3587.077148
	Iteration 15Q: 3 clusters Score -95847.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -95849.648438 Penalty: 3587.077148
	Iteration 16Q: 3 clusters Score -95849.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -95851.242188 Penalty: 3587.077148
	Iteration 17Q: 3 clusters Score -95851.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -95853.226562 Penalty: 3587.077148
	Iteration 18Q: 3 clusters Score -95853.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -95854.398438 Penalty: 3587.077148
	Iteration 19Q: 3 clusters Score -95854.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -95857.859375 Penalty: 3587.077148
	Iteration 20F: 3 clusters Score -95857.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -95858.539062 Penalty: 3587.077148
	Iteration 21Q: 3 clusters Score -95858.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -95859.296875 Penalty: 3587.077148
	Iteration 22Q: 3 clusters Score -95859.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -95859.296875 Penalty: 3587.077148
	Iteration 23F: 3 clusters Score -95859.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Entering Unmasked Estep 
Score: -557807.437500 Penalty: 2232.303223
	Iteration 0F: 2 clusters Score -557807.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -551341.187500 Penalty: 4464.606445
	Iteration 0F: 3 clusters Score -551341.2 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -553165.437500 Penalty: 4464.606445
	Iteration 1F: 3 clusters Score -553165.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -553578.562500 Penalty: 4464.606445
	Iteration 2F: 3 clusters Score -553578.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -553997.312500 Penalty: 4464.606445
	Iteration 3F: 3 clusters Score -553997.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -554419.062500 Penalty: 4464.606445
	Iteration 4F: 3 clusters Score -554419.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -554878.000000 Penalty: 4464.606445
	Iteration 5F: 3 clusters Score -554878 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -555289.500000 Penalty: 4464.606445
	Iteration 6F: 3 clusters Score -555289.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -555656.437500 Penalty: 4464.606445
	Iteration 7F: 3 clusters Score -555656.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -555877.937500 Penalty: 4464.606445
	Iteration 8Q: 3 clusters Score -555877.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -556031.250000 Penalty: 4464.606445
	Iteration 9Q: 3 clusters Score -556031.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -556143.500000 Penalty: 4464.606445
	Iteration 10Q: 3 clusters Score -556143.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -556229.437500 Penalty: 4464.606445
	Iteration 11Q: 3 clusters Score -556229.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -556301.875000 Penalty: 4464.606445
	Iteration 12Q: 3 clusters Score -556301.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -556358.687500 Penalty: 4464.606445
	Iteration 13Q: 3 clusters Score -556358.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -556396.812500 Penalty: 4464.606445
	Iteration 14Q: 3 clusters Score -556396.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -556432.125000 Penalty: 4464.606445
	Iteration 15Q: 3 clusters Score -556432.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -556480.750000 Penalty: 4464.606445
	Iteration 16Q: 3 clusters Score -556480.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -556536.312500 Penalty: 4464.606445
	Iteration 17Q: 3 clusters Score -556536.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -556577.812500 Penalty: 4464.606445
	Iteration 18Q: 3 clusters Score -556577.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -556605.312500 Penalty: 4464.606445
	Iteration 19Q: 3 clusters Score -556605.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -556633.687500 Penalty: 4464.606445
	Iteration 20F: 3 clusters Score -556633.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -556664.187500 Penalty: 4464.606445
	Iteration 21Q: 3 clusters Score -556664.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -556689.500000 Penalty: 4464.606445
	Iteration 22Q: 3 clusters Score -556689.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -556709.000000 Penalty: 4464.606445
	Iteration 23Q: 3 clusters Score -556709 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -556721.562500 Penalty: 4464.606445
	Iteration 24Q: 3 clusters Score -556721.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -556730.937500 Penalty: 4464.606445
	Iteration 25Q: 3 clusters Score -556730.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -556739.125000 Penalty: 4464.606445
	Iteration 26Q: 3 clusters Score -556739.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -556744.000000 Penalty: 4464.606445
	Iteration 27Q: 3 clusters Score -556744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -556749.812500 Penalty: 4464.606445
	Iteration 28Q: 3 clusters Score -556749.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -556750.875000 Penalty: 4464.606445
	Iteration 29Q: 3 clusters Score -556750.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -556757.000000 Penalty: 4464.606445
	Iteration 30Q: 3 clusters Score -556757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -556756.250000 Penalty: 4464.606445
	Iteration 31Q: 3 clusters Score -556756.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -556758.312500 Penalty: 4464.606445
	Iteration 32Q: 3 clusters Score -556758.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -556760.875000 Penalty: 4464.606445
	Iteration 33Q: 3 clusters Score -556760.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -556765.437500 Penalty: 4464.606445
	Iteration 34Q: 3 clusters Score -556765.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -556767.687500 Penalty: 4464.606445
	Iteration 35Q: 3 clusters Score -556767.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -556772.500000 Penalty: 4464.606445
	Iteration 36Q: 3 clusters Score -556772.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -556777.500000 Penalty: 4464.606445
	Iteration 37Q: 3 clusters Score -556777.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -556780.687500 Penalty: 4464.606445
	Iteration 38Q: 3 clusters Score -556780.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -556783.625000 Penalty: 4464.606445
	Iteration 39Q: 3 clusters Score -556783.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -556788.062500 Penalty: 4464.606445
	Iteration 40F: 3 clusters Score -556788.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -556791.375000 Penalty: 4464.606445
	Iteration 41Q: 3 clusters Score -556791.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -556793.750000 Penalty: 4464.606445
	Iteration 42Q: 3 clusters Score -556793.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -556798.187500 Penalty: 4464.606445
	Iteration 43Q: 3 clusters Score -556798.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -556799.750000 Penalty: 4464.606445
	Iteration 44Q: 3 clusters Score -556799.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -556802.125000 Penalty: 4464.606445
	Iteration 45Q: 3 clusters Score -556802.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -556803.312500 Penalty: 4464.606445
	Iteration 46Q: 3 clusters Score -556803.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -556805.625000 Penalty: 4464.606445
	Iteration 47Q: 3 clusters Score -556805.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -556806.437500 Penalty: 4464.606445
	Iteration 48Q: 3 clusters Score -556806.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -556810.312500 Penalty: 4464.606445
	Iteration 49Q: 3 clusters Score -556810.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -556813.687500 Penalty: 4464.606445
	Iteration 50Q: 3 clusters Score -556813.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -556816.500000 Penalty: 4464.606445
	Iteration 51Q: 3 clusters Score -556816.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -556821.000000 Penalty: 4464.606445
	Iteration 52Q: 3 clusters Score -556821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -556823.750000 Penalty: 4464.606445
	Iteration 53Q: 3 clusters Score -556823.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -556825.375000 Penalty: 4464.606445
	Iteration 54Q: 3 clusters Score -556825.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -556827.625000 Penalty: 4464.606445
	Iteration 55Q: 3 clusters Score -556827.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -556828.000000 Penalty: 4464.606445
	Iteration 56Q: 3 clusters Score -556828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -556828.812500 Penalty: 4464.606445
	Iteration 57Q: 3 clusters Score -556828.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -556829.062500 Penalty: 4464.606445
	Iteration 58Q: 3 clusters Score -556829.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -556831.812500 Penalty: 4464.606445
	Iteration 59Q: 3 clusters Score -556831.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -556833.250000 Penalty: 4464.606445
	Iteration 60F: 3 clusters Score -556833.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -556836.062500 Penalty: 4464.606445
	Iteration 61Q: 3 clusters Score -556836.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -556835.937500 Penalty: 4464.606445
	Iteration 62Q: 3 clusters Score -556835.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -556839.687500 Penalty: 4464.606445
	Iteration 63Q: 3 clusters Score -556839.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -556845.625000 Penalty: 4464.606445
	Iteration 64Q: 3 clusters Score -556845.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -556852.687500 Penalty: 4464.606445
	Iteration 65Q: 3 clusters Score -556852.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -556854.312500 Penalty: 4464.606445
	Iteration 66Q: 3 clusters Score -556854.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -556863.000000 Penalty: 4464.606445
	Iteration 67Q: 3 clusters Score -556863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -556869.437500 Penalty: 4464.606445
	Iteration 68Q: 3 clusters Score -556869.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -556878.812500 Penalty: 4464.606445
	Iteration 69Q: 3 clusters Score -556878.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -556891.437500 Penalty: 4464.606445
	Iteration 70Q: 3 clusters Score -556891.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -556899.375000 Penalty: 4464.606445
	Iteration 71Q: 3 clusters Score -556899.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -556905.812500 Penalty: 4464.606445
	Iteration 72Q: 3 clusters Score -556905.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -556906.562500 Penalty: 4464.606445
	Iteration 73Q: 3 clusters Score -556906.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -556909.250000 Penalty: 4464.606445
	Iteration 74Q: 3 clusters Score -556909.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -556910.312500 Penalty: 4464.606445
	Iteration 75Q: 3 clusters Score -556910.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -556912.812500 Penalty: 4464.606445
	Iteration 76Q: 3 clusters Score -556912.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -556914.562500 Penalty: 4464.606445
	Iteration 77Q: 3 clusters Score -556914.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -556915.687500 Penalty: 4464.606445
	Iteration 78Q: 3 clusters Score -556915.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -556913.812500 Penalty: 4464.606445
	Iteration 79Q: 3 clusters Score -556913.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -556915.125000 Penalty: 4464.606445
	Iteration 80F: 3 clusters Score -556915.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Entering Unmasked Estep 
Score: -209972.750000 Penalty: 1994.030884
	Iteration 0F: 2 clusters Score -209972.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -206651.656250 Penalty: 3988.061768
	Iteration 0F: 3 clusters Score -206651.7 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -207598.578125 Penalty: 3988.061768
	Iteration 1F: 3 clusters Score -207598.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -208547.046875 Penalty: 3988.061768
	Iteration 2F: 3 clusters Score -208547 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -209271.078125 Penalty: 3988.061768
	Iteration 3F: 3 clusters Score -209271.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -209673.421875 Penalty: 3988.061768
	Iteration 4F: 3 clusters Score -209673.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -209886.062500 Penalty: 3988.061768
	Iteration 5Q: 3 clusters Score -209886.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -210022.718750 Penalty: 3988.061768
	Iteration 6Q: 3 clusters Score -210022.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -210072.343750 Penalty: 3988.061768
	Iteration 7Q: 3 clusters Score -210072.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -210095.250000 Penalty: 3988.061768
	Iteration 8Q: 3 clusters Score -210095.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -210111.281250 Penalty: 3988.061768
	Iteration 9Q: 3 clusters Score -210111.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -210126.484375 Penalty: 3988.061768
	Iteration 10Q: 3 clusters Score -210126.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -210137.203125 Penalty: 3988.061768
	Iteration 11Q: 3 clusters Score -210137.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -210152.750000 Penalty: 3988.061768
	Iteration 12Q: 3 clusters Score -210152.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -210167.984375 Penalty: 3988.061768
	Iteration 13Q: 3 clusters Score -210168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -210181.000000 Penalty: 3988.061768
	Iteration 14Q: 3 clusters Score -210181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -210193.062500 Penalty: 3988.061768
	Iteration 15Q: 3 clusters Score -210193.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -210203.859375 Penalty: 3988.061768
	Iteration 16Q: 3 clusters Score -210203.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -210220.828125 Penalty: 3988.061768
	Iteration 17Q: 3 clusters Score -210220.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -210232.906250 Penalty: 3988.061768
	Iteration 18Q: 3 clusters Score -210232.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -210240.484375 Penalty: 3988.061768
	Iteration 19Q: 3 clusters Score -210240.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -210243.421875 Penalty: 3988.061768
	Iteration 20F: 3 clusters Score -210243.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -210246.843750 Penalty: 3988.061768
	Iteration 21Q: 3 clusters Score -210246.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -210247.609375 Penalty: 3988.061768
	Iteration 22Q: 3 clusters Score -210247.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -210248.671875 Penalty: 3988.061768
	Iteration 23Q: 3 clusters Score -210248.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -210248.937500 Penalty: 3988.061768
	Iteration 24Q: 3 clusters Score -210248.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -210248.937500 Penalty: 3988.061768
	Iteration 25F: 3 clusters Score -210248.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7336 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 130639 members 
Mstep: Class 5 contains 27668 members 
Mstep: Class 6 contains 54678 members 
Mstep: Class 7 contains 28376 members 
Mstep: Class 8 contains 3388 members 
Mstep: Class 9 contains 198480 members 
Mstep: Class 10 contains 9942 members 
Mstep: Class 11 contains 80687 members 
Mstep: Class 12 contains 23825 members 
Mstep: Class 13 contains 10525 members 
Mstep: Class 14 contains 2474 members 
Mstep: Class 15 contains 46212 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 6661 members 
Mstep: Class 18 contains 206914 members 
Mstep: Class 19 contains 387362 members 
Mstep: Class 20 contains 2126 members 
Mstep: Class 21 contains 5982 members 
Mstep: Class 22 contains 1224 members 
Mstep: Class 23 contains 28520 members 
Mstep: Class 24 contains 4747 members 
Mstep: Class 25 contains 8911 members 
Mstep: Class 26 contains 18307 members 
Mstep: Class 27 contains 13934 members 
Mstep: Class 28 contains 16990 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 8113 members 
Mstep: Class 31 contains 833 members 
Mstep: Class 32 contains 5006 members 
Mstep: Class 33 contains 13053 members 
Mstep: Class 34 contains 3709 members 
Mstep: Class 35 contains 8201 members 
Mstep: Class 36 contains 6283 members 
Mstep: Class 37 contains 2760 members 
Mstep: Class 38 contains 3573 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2545 members 
Mstep: Class 41 contains 12421 members 
Mstep: Class 42 contains 4606 members 
Mstep: Class 43 contains 3661 members 
Mstep: Class 44 contains 2228 members 
Mstep: Class 45 contains 2271 members 
Entering Unmasked Estep 
Score: -102284136.000000 Penalty: 158063.093750
Splitting cluster 31 changes total score from -102283376.000000 to -102284136.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 32 (5006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Entering Unmasked Estep 
Score: -373642.593750 Penalty: 2112.561279
	Iteration 0F: 2 clusters Score -373642.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -369076.093750 Penalty: 4225.122559
	Iteration 0F: 3 clusters Score -369076.1 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -370221.125000 Penalty: 4225.122559
	Iteration 1F: 3 clusters Score -370221.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -370453.437500 Penalty: 4225.122559
	Iteration 2F: 3 clusters Score -370453.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -370591.125000 Penalty: 4225.122559
	Iteration 3Q: 3 clusters Score -370591.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -370687.968750 Penalty: 4225.122559
	Iteration 4Q: 3 clusters Score -370688 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -370760.000000 Penalty: 4225.122559
	Iteration 5Q: 3 clusters Score -370760 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -370816.531250 Penalty: 4225.122559
	Iteration 6Q: 3 clusters Score -370816.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -370872.312500 Penalty: 4225.122559
	Iteration 7Q: 3 clusters Score -370872.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -370930.375000 Penalty: 4225.122559
	Iteration 8Q: 3 clusters Score -370930.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -370984.281250 Penalty: 4225.122559
	Iteration 9Q: 3 clusters Score -370984.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -371034.000000 Penalty: 4225.122559
	Iteration 10Q: 3 clusters Score -371034 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -371074.312500 Penalty: 4225.122559
	Iteration 11Q: 3 clusters Score -371074.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -371118.625000 Penalty: 4225.122559
	Iteration 12Q: 3 clusters Score -371118.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -371163.281250 Penalty: 4225.122559
	Iteration 13Q: 3 clusters Score -371163.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -371205.750000 Penalty: 4225.122559
	Iteration 14Q: 3 clusters Score -371205.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -371241.500000 Penalty: 4225.122559
	Iteration 15Q: 3 clusters Score -371241.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -371278.156250 Penalty: 4225.122559
	Iteration 16Q: 3 clusters Score -371278.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -371309.406250 Penalty: 4225.122559
	Iteration 17Q: 3 clusters Score -371309.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -371336.375000 Penalty: 4225.122559
	Iteration 18Q: 3 clusters Score -371336.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -371357.687500 Penalty: 4225.122559
	Iteration 19Q: 3 clusters Score -371357.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -371384.250000 Penalty: 4225.122559
	Iteration 20F: 3 clusters Score -371384.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -371408.562500 Penalty: 4225.122559
	Iteration 21Q: 3 clusters Score -371408.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -371433.812500 Penalty: 4225.122559
	Iteration 22Q: 3 clusters Score -371433.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -371460.812500 Penalty: 4225.122559
	Iteration 23Q: 3 clusters Score -371460.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -371480.437500 Penalty: 4225.122559
	Iteration 24Q: 3 clusters Score -371480.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -371499.468750 Penalty: 4225.122559
	Iteration 25Q: 3 clusters Score -371499.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -371524.000000 Penalty: 4225.122559
	Iteration 26Q: 3 clusters Score -371524 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -371551.656250 Penalty: 4225.122559
	Iteration 27Q: 3 clusters Score -371551.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -371583.406250 Penalty: 4225.122559
	Iteration 28Q: 3 clusters Score -371583.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -371616.718750 Penalty: 4225.122559
	Iteration 29Q: 3 clusters Score -371616.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -371643.406250 Penalty: 4225.122559
	Iteration 30Q: 3 clusters Score -371643.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -371671.656250 Penalty: 4225.122559
	Iteration 31Q: 3 clusters Score -371671.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -371707.625000 Penalty: 4225.122559
	Iteration 32Q: 3 clusters Score -371707.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -371748.343750 Penalty: 4225.122559
	Iteration 33Q: 3 clusters Score -371748.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -371784.968750 Penalty: 4225.122559
	Iteration 34Q: 3 clusters Score -371785 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -371814.031250 Penalty: 4225.122559
	Iteration 35Q: 3 clusters Score -371814 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -371848.312500 Penalty: 4225.122559
	Iteration 36Q: 3 clusters Score -371848.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -371884.812500 Penalty: 4225.122559
	Iteration 37Q: 3 clusters Score -371884.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -371909.625000 Penalty: 4225.122559
	Iteration 38Q: 3 clusters Score -371909.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -371926.218750 Penalty: 4225.122559
	Iteration 39Q: 3 clusters Score -371926.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -371938.343750 Penalty: 4225.122559
	Iteration 40F: 3 clusters Score -371938.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -371949.500000 Penalty: 4225.122559
	Iteration 41Q: 3 clusters Score -371949.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -371956.437500 Penalty: 4225.122559
	Iteration 42Q: 3 clusters Score -371956.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -371961.718750 Penalty: 4225.122559
	Iteration 43Q: 3 clusters Score -371961.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -371968.812500 Penalty: 4225.122559
	Iteration 44Q: 3 clusters Score -371968.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -371975.875000 Penalty: 4225.122559
	Iteration 45Q: 3 clusters Score -371975.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -371982.000000 Penalty: 4225.122559
	Iteration 46Q: 3 clusters Score -371982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -371992.531250 Penalty: 4225.122559
	Iteration 47Q: 3 clusters Score -371992.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -371997.562500 Penalty: 4225.122559
	Iteration 48Q: 3 clusters Score -371997.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -372000.562500 Penalty: 4225.122559
	Iteration 49Q: 3 clusters Score -372000.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -372004.968750 Penalty: 4225.122559
	Iteration 50Q: 3 clusters Score -372005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -372010.562500 Penalty: 4225.122559
	Iteration 51Q: 3 clusters Score -372010.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -372014.875000 Penalty: 4225.122559
	Iteration 52Q: 3 clusters Score -372014.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -372018.312500 Penalty: 4225.122559
	Iteration 53Q: 3 clusters Score -372018.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -372021.031250 Penalty: 4225.122559
	Iteration 54Q: 3 clusters Score -372021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -372024.687500 Penalty: 4225.122559
	Iteration 55Q: 3 clusters Score -372024.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -372024.468750 Penalty: 4225.122559
	Iteration 56Q: 3 clusters Score -372024.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -372024.468750 Penalty: 4225.122559
	Iteration 57F: 3 clusters Score -372024.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Entering Unmasked Estep 
Score: -964135.187500 Penalty: 2350.239746
	Iteration 0F: 2 clusters Score -964135.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -954457.812500 Penalty: 4700.479492
	Iteration 0F: 3 clusters Score -954457.8 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -957496.875000 Penalty: 4700.479492
	Iteration 1F: 3 clusters Score -957496.9 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -957923.875000 Penalty: 4700.479492
	Iteration 2F: 3 clusters Score -957923.9 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -958268.937500 Penalty: 4700.479492
	Iteration 3F: 3 clusters Score -958268.9 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -958570.250000 Penalty: 4700.479492
	Iteration 4Q: 3 clusters Score -958570.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -958885.312500 Penalty: 4700.479492
	Iteration 5Q: 3 clusters Score -958885.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -959191.312500 Penalty: 4700.479492
	Iteration 6Q: 3 clusters Score -959191.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -959508.187500 Penalty: 4700.479492
	Iteration 7Q: 3 clusters Score -959508.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -959808.187500 Penalty: 4700.479492
	Iteration 8Q: 3 clusters Score -959808.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -960080.625000 Penalty: 4700.479492
	Iteration 9Q: 3 clusters Score -960080.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -960275.250000 Penalty: 4700.479492
	Iteration 10Q: 3 clusters Score -960275.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -960446.125000 Penalty: 4700.479492
	Iteration 11Q: 3 clusters Score -960446.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -960599.937500 Penalty: 4700.479492
	Iteration 12Q: 3 clusters Score -960599.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -960716.687500 Penalty: 4700.479492
	Iteration 13Q: 3 clusters Score -960716.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -960813.000000 Penalty: 4700.479492
	Iteration 14Q: 3 clusters Score -960813 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -960903.750000 Penalty: 4700.479492
	Iteration 15Q: 3 clusters Score -960903.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -960975.875000 Penalty: 4700.479492
	Iteration 16Q: 3 clusters Score -960975.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -961034.750000 Penalty: 4700.479492
	Iteration 17Q: 3 clusters Score -961034.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -961087.437500 Penalty: 4700.479492
	Iteration 18Q: 3 clusters Score -961087.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -961142.187500 Penalty: 4700.479492
	Iteration 19Q: 3 clusters Score -961142.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -961191.562500 Penalty: 4700.479492
	Iteration 20F: 3 clusters Score -961191.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -961231.375000 Penalty: 4700.479492
	Iteration 21Q: 3 clusters Score -961231.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -961275.562500 Penalty: 4700.479492
	Iteration 22Q: 3 clusters Score -961275.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -961326.062500 Penalty: 4700.479492
	Iteration 23Q: 3 clusters Score -961326.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -961373.375000 Penalty: 4700.479492
	Iteration 24Q: 3 clusters Score -961373.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -961414.562500 Penalty: 4700.479492
	Iteration 25Q: 3 clusters Score -961414.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -961462.437500 Penalty: 4700.479492
	Iteration 26Q: 3 clusters Score -961462.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -961508.687500 Penalty: 4700.479492
	Iteration 27Q: 3 clusters Score -961508.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -961551.000000 Penalty: 4700.479492
	Iteration 28Q: 3 clusters Score -961551 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -961593.312500 Penalty: 4700.479492
	Iteration 29Q: 3 clusters Score -961593.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -961627.687500 Penalty: 4700.479492
	Iteration 30Q: 3 clusters Score -961627.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -961665.750000 Penalty: 4700.479492
	Iteration 31Q: 3 clusters Score -961665.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -961699.500000 Penalty: 4700.479492
	Iteration 32Q: 3 clusters Score -961699.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -961731.937500 Penalty: 4700.479492
	Iteration 33Q: 3 clusters Score -961731.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -961756.000000 Penalty: 4700.479492
	Iteration 34Q: 3 clusters Score -961756 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -961790.375000 Penalty: 4700.479492
	Iteration 35Q: 3 clusters Score -961790.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -961818.875000 Penalty: 4700.479492
	Iteration 36Q: 3 clusters Score -961818.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -961839.750000 Penalty: 4700.479492
	Iteration 37Q: 3 clusters Score -961839.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -961862.875000 Penalty: 4700.479492
	Iteration 38Q: 3 clusters Score -961862.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -961881.187500 Penalty: 4700.479492
	Iteration 39Q: 3 clusters Score -961881.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -961900.312500 Penalty: 4700.479492
	Iteration 40F: 3 clusters Score -961900.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -961917.187500 Penalty: 4700.479492
	Iteration 41Q: 3 clusters Score -961917.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -961943.625000 Penalty: 4700.479492
	Iteration 42Q: 3 clusters Score -961943.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -961960.500000 Penalty: 4700.479492
	Iteration 43Q: 3 clusters Score -961960.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -961977.000000 Penalty: 4700.479492
	Iteration 44Q: 3 clusters Score -961977 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -961993.062500 Penalty: 4700.479492
	Iteration 45Q: 3 clusters Score -961993.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -962004.000000 Penalty: 4700.479492
	Iteration 46Q: 3 clusters Score -962004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -962011.125000 Penalty: 4700.479492
	Iteration 47Q: 3 clusters Score -962011.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -962016.000000 Penalty: 4700.479492
	Iteration 48Q: 3 clusters Score -962016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -962023.437500 Penalty: 4700.479492
	Iteration 49Q: 3 clusters Score -962023.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -962033.312500 Penalty: 4700.479492
	Iteration 50Q: 3 clusters Score -962033.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -962040.500000 Penalty: 4700.479492
	Iteration 51Q: 3 clusters Score -962040.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -962049.000000 Penalty: 4700.479492
	Iteration 52Q: 3 clusters Score -962049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -962055.375000 Penalty: 4700.479492
	Iteration 53Q: 3 clusters Score -962055.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -962066.062500 Penalty: 4700.479492
	Iteration 54Q: 3 clusters Score -962066.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -962073.562500 Penalty: 4700.479492
	Iteration 55Q: 3 clusters Score -962073.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -962079.750000 Penalty: 4700.479492
	Iteration 56Q: 3 clusters Score -962079.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -962085.125000 Penalty: 4700.479492
	Iteration 57Q: 3 clusters Score -962085.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -962093.562500 Penalty: 4700.479492
	Iteration 58Q: 3 clusters Score -962093.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -962102.312500 Penalty: 4700.479492
	Iteration 59Q: 3 clusters Score -962102.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -962114.312500 Penalty: 4700.479492
	Iteration 60F: 3 clusters Score -962114.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -962121.375000 Penalty: 4700.479492
	Iteration 61Q: 3 clusters Score -962121.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -962125.750000 Penalty: 4700.479492
	Iteration 62Q: 3 clusters Score -962125.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -962130.375000 Penalty: 4700.479492
	Iteration 63Q: 3 clusters Score -962130.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -962134.750000 Penalty: 4700.479492
	Iteration 64Q: 3 clusters Score -962134.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -962141.375000 Penalty: 4700.479492
	Iteration 65Q: 3 clusters Score -962141.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -962143.875000 Penalty: 4700.479492
	Iteration 66Q: 3 clusters Score -962143.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -962146.687500 Penalty: 4700.479492
	Iteration 67Q: 3 clusters Score -962146.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -962146.625000 Penalty: 4700.479492
	Iteration 68Q: 3 clusters Score -962146.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -962147.875000 Penalty: 4700.479492
	Iteration 69Q: 3 clusters Score -962147.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -962147.687500 Penalty: 4700.479492
	Iteration 70Q: 3 clusters Score -962147.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -962148.812500 Penalty: 4700.479492
	Iteration 71Q: 3 clusters Score -962148.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -962148.437500 Penalty: 4700.479492
	Iteration 72Q: 3 clusters Score -962148.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -962149.500000 Penalty: 4700.479492
	Iteration 73Q: 3 clusters Score -962149.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -962148.937500 Penalty: 4700.479492
	Iteration 74Q: 3 clusters Score -962148.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -962149.875000 Penalty: 4700.479492
	Iteration 75Q: 3 clusters Score -962149.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -962149.875000 Penalty: 4700.479492
	Iteration 76F: 3 clusters Score -962149.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Entering Unmasked Estep 
Score: -216987.140625 Penalty: 2038.192261
	Iteration 0F: 2 clusters Score -216987.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -213352.437500 Penalty: 4076.384521
	Iteration 0F: 3 clusters Score -213352.4 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -214345.359375 Penalty: 4076.384521
	Iteration 1F: 3 clusters Score -214345.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -214702.640625 Penalty: 4076.384521
	Iteration 2F: 3 clusters Score -214702.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -214981.953125 Penalty: 4076.384521
	Iteration 3F: 3 clusters Score -214982 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -215206.656250 Penalty: 4076.384521
	Iteration 4F: 3 clusters Score -215206.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -215456.218750 Penalty: 4076.384521
	Iteration 5F: 3 clusters Score -215456.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -215780.531250 Penalty: 4076.384521
	Iteration 6F: 3 clusters Score -215780.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -216388.828125 Penalty: 4076.384521
	Iteration 7F: 3 clusters Score -216388.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -216999.625000 Penalty: 4076.384521
	Iteration 8F: 3 clusters Score -216999.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -217253.781250 Penalty: 4076.384521
	Iteration 9Q: 3 clusters Score -217253.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -217413.625000 Penalty: 4076.384521
	Iteration 10Q: 3 clusters Score -217413.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -217501.578125 Penalty: 4076.384521
	Iteration 11Q: 3 clusters Score -217501.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -217564.203125 Penalty: 4076.384521
	Iteration 12Q: 3 clusters Score -217564.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -217619.156250 Penalty: 4076.384521
	Iteration 13Q: 3 clusters Score -217619.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -217657.921875 Penalty: 4076.384521
	Iteration 14Q: 3 clusters Score -217657.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -217691.484375 Penalty: 4076.384521
	Iteration 15Q: 3 clusters Score -217691.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -217718.546875 Penalty: 4076.384521
	Iteration 16Q: 3 clusters Score -217718.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -217748.875000 Penalty: 4076.384521
	Iteration 17Q: 3 clusters Score -217748.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -217775.515625 Penalty: 4076.384521
	Iteration 18Q: 3 clusters Score -217775.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -217795.031250 Penalty: 4076.384521
	Iteration 19Q: 3 clusters Score -217795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -217815.484375 Penalty: 4076.384521
	Iteration 20F: 3 clusters Score -217815.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -217823.359375 Penalty: 4076.384521
	Iteration 21Q: 3 clusters Score -217823.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -217830.671875 Penalty: 4076.384521
	Iteration 22Q: 3 clusters Score -217830.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -217834.500000 Penalty: 4076.384521
	Iteration 23Q: 3 clusters Score -217834.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -217840.265625 Penalty: 4076.384521
	Iteration 24Q: 3 clusters Score -217840.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -217840.265625 Penalty: 4076.384521
	Iteration 25F: 3 clusters Score -217840.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7336 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 130639 members 
Mstep: Class 5 contains 27668 members 
Mstep: Class 6 contains 54678 members 
Mstep: Class 7 contains 28376 members 
Mstep: Class 8 contains 3388 members 
Mstep: Class 9 contains 198480 members 
Mstep: Class 10 contains 9942 members 
Mstep: Class 11 contains 80687 members 
Mstep: Class 12 contains 23825 members 
Mstep: Class 13 contains 10525 members 
Mstep: Class 14 contains 2474 members 
Mstep: Class 15 contains 46212 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 6661 members 
Mstep: Class 18 contains 206914 members 
Mstep: Class 19 contains 387362 members 
Mstep: Class 20 contains 2126 members 
Mstep: Class 21 contains 5982 members 
Mstep: Class 22 contains 1224 members 
Mstep: Class 23 contains 28520 members 
Mstep: Class 24 contains 4747 members 
Mstep: Class 25 contains 8911 members 
Mstep: Class 26 contains 18307 members 
Mstep: Class 27 contains 13934 members 
Mstep: Class 28 contains 16990 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 8113 members 
Mstep: Class 31 contains 833 members 
Mstep: Class 32 contains 5006 members 
Mstep: Class 33 contains 13053 members 
Mstep: Class 34 contains 706 members 
Mstep: Class 35 contains 8201 members 
Mstep: Class 36 contains 6283 members 
Mstep: Class 37 contains 2760 members 
Mstep: Class 38 contains 3573 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2545 members 
Mstep: Class 41 contains 12421 members 
Mstep: Class 42 contains 4606 members 
Mstep: Class 43 contains 3661 members 
Mstep: Class 44 contains 2228 members 
Mstep: Class 45 contains 2271 members 
Mstep: Class 46 contains 3003 members 
Entering Unmasked Estep 
Score: -102283552.000000 Penalty: 161575.609375
Splitting cluster 34 changes total score from -102283376.000000 to -102283552.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 35 (8201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Entering Unmasked Estep 
Score: -623393.062500 Penalty: 2234.978760
	Iteration 0F: 2 clusters Score -623393.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -616891.625000 Penalty: 4469.957520
	Iteration 0F: 3 clusters Score -616891.6 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -618843.125000 Penalty: 4469.957520
	Iteration 1F: 3 clusters Score -618843.1 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -619286.562500 Penalty: 4469.957520
	Iteration 2F: 3 clusters Score -619286.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -619647.562500 Penalty: 4469.957520
	Iteration 3F: 3 clusters Score -619647.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -619946.000000 Penalty: 4469.957520
	Iteration 4F: 3 clusters Score -619946 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -620196.187500 Penalty: 4469.957520
	Iteration 5Q: 3 clusters Score -620196.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -620418.500000 Penalty: 4469.957520
	Iteration 6Q: 3 clusters Score -620418.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -620639.125000 Penalty: 4469.957520
	Iteration 7Q: 3 clusters Score -620639.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -620823.500000 Penalty: 4469.957520
	Iteration 8Q: 3 clusters Score -620823.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -621004.500000 Penalty: 4469.957520
	Iteration 9Q: 3 clusters Score -621004.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -621169.812500 Penalty: 4469.957520
	Iteration 10Q: 3 clusters Score -621169.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -621322.937500 Penalty: 4469.957520
	Iteration 11Q: 3 clusters Score -621322.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -621472.437500 Penalty: 4469.957520
	Iteration 12Q: 3 clusters Score -621472.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -621595.687500 Penalty: 4469.957520
	Iteration 13Q: 3 clusters Score -621595.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -621694.437500 Penalty: 4469.957520
	Iteration 14Q: 3 clusters Score -621694.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -621760.625000 Penalty: 4469.957520
	Iteration 15Q: 3 clusters Score -621760.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -621809.437500 Penalty: 4469.957520
	Iteration 16Q: 3 clusters Score -621809.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -621846.750000 Penalty: 4469.957520
	Iteration 17Q: 3 clusters Score -621846.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -621875.625000 Penalty: 4469.957520
	Iteration 18Q: 3 clusters Score -621875.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -621895.937500 Penalty: 4469.957520
	Iteration 19Q: 3 clusters Score -621895.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -621910.062500 Penalty: 4469.957520
	Iteration 20F: 3 clusters Score -621910.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -621916.312500 Penalty: 4469.957520
	Iteration 21Q: 3 clusters Score -621916.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -621924.562500 Penalty: 4469.957520
	Iteration 22Q: 3 clusters Score -621924.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -621929.062500 Penalty: 4469.957520
	Iteration 23Q: 3 clusters Score -621929.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -621933.562500 Penalty: 4469.957520
	Iteration 24Q: 3 clusters Score -621933.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -621939.625000 Penalty: 4469.957520
	Iteration 25Q: 3 clusters Score -621939.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -621947.312500 Penalty: 4469.957520
	Iteration 26Q: 3 clusters Score -621947.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -621954.125000 Penalty: 4469.957520
	Iteration 27Q: 3 clusters Score -621954.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -621960.187500 Penalty: 4469.957520
	Iteration 28Q: 3 clusters Score -621960.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -621961.812500 Penalty: 4469.957520
	Iteration 29Q: 3 clusters Score -621961.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -621964.375000 Penalty: 4469.957520
	Iteration 30Q: 3 clusters Score -621964.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -621967.125000 Penalty: 4469.957520
	Iteration 31Q: 3 clusters Score -621967.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -621968.625000 Penalty: 4469.957520
	Iteration 32Q: 3 clusters Score -621968.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -621972.500000 Penalty: 4469.957520
	Iteration 33Q: 3 clusters Score -621972.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -621974.375000 Penalty: 4469.957520
	Iteration 34Q: 3 clusters Score -621974.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -621976.812500 Penalty: 4469.957520
	Iteration 35Q: 3 clusters Score -621976.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -621979.625000 Penalty: 4469.957520
	Iteration 36Q: 3 clusters Score -621979.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -621980.125000 Penalty: 4469.957520
	Iteration 37Q: 3 clusters Score -621980.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -621981.875000 Penalty: 4469.957520
	Iteration 38Q: 3 clusters Score -621981.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -621981.312500 Penalty: 4469.957520
	Iteration 39Q: 3 clusters Score -621981.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -621982.562500 Penalty: 4469.957520
	Iteration 40F: 3 clusters Score -621982.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Entering Unmasked Estep 
Score: -470239.281250 Penalty: 2168.909424
	Iteration 0F: 2 clusters Score -470239.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -464958.062500 Penalty: 4337.818848
	Iteration 0F: 3 clusters Score -464958.1 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -466306.312500 Penalty: 4337.818848
	Iteration 1F: 3 clusters Score -466306.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -466552.937500 Penalty: 4337.818848
	Iteration 2F: 3 clusters Score -466552.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -466733.718750 Penalty: 4337.818848
	Iteration 3F: 3 clusters Score -466733.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -466888.562500 Penalty: 4337.818848
	Iteration 4Q: 3 clusters Score -466888.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -467032.937500 Penalty: 4337.818848
	Iteration 5Q: 3 clusters Score -467032.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -467159.125000 Penalty: 4337.818848
	Iteration 6Q: 3 clusters Score -467159.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -467278.593750 Penalty: 4337.818848
	Iteration 7Q: 3 clusters Score -467278.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -467431.531250 Penalty: 4337.818848
	Iteration 8Q: 3 clusters Score -467431.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -467584.656250 Penalty: 4337.818848
	Iteration 9Q: 3 clusters Score -467584.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -467720.406250 Penalty: 4337.818848
	Iteration 10Q: 3 clusters Score -467720.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -467841.093750 Penalty: 4337.818848
	Iteration 11Q: 3 clusters Score -467841.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -467921.812500 Penalty: 4337.818848
	Iteration 12Q: 3 clusters Score -467921.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -467985.562500 Penalty: 4337.818848
	Iteration 13Q: 3 clusters Score -467985.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -468031.125000 Penalty: 4337.818848
	Iteration 14Q: 3 clusters Score -468031.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -468067.781250 Penalty: 4337.818848
	Iteration 15Q: 3 clusters Score -468067.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -468088.500000 Penalty: 4337.818848
	Iteration 16Q: 3 clusters Score -468088.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -468108.656250 Penalty: 4337.818848
	Iteration 17Q: 3 clusters Score -468108.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -468124.906250 Penalty: 4337.818848
	Iteration 18Q: 3 clusters Score -468124.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -468143.062500 Penalty: 4337.818848
	Iteration 19Q: 3 clusters Score -468143.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -468162.343750 Penalty: 4337.818848
	Iteration 20F: 3 clusters Score -468162.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -468180.875000 Penalty: 4337.818848
	Iteration 21Q: 3 clusters Score -468180.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -468199.000000 Penalty: 4337.818848
	Iteration 22Q: 3 clusters Score -468199 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -468212.156250 Penalty: 4337.818848
	Iteration 23Q: 3 clusters Score -468212.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -468218.937500 Penalty: 4337.818848
	Iteration 24Q: 3 clusters Score -468218.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -468230.406250 Penalty: 4337.818848
	Iteration 25Q: 3 clusters Score -468230.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -468242.312500 Penalty: 4337.818848
	Iteration 26Q: 3 clusters Score -468242.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -468255.375000 Penalty: 4337.818848
	Iteration 27Q: 3 clusters Score -468255.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -468266.187500 Penalty: 4337.818848
	Iteration 28Q: 3 clusters Score -468266.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -468274.937500 Penalty: 4337.818848
	Iteration 29Q: 3 clusters Score -468274.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -468281.781250 Penalty: 4337.818848
	Iteration 30Q: 3 clusters Score -468281.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -468291.531250 Penalty: 4337.818848
	Iteration 31Q: 3 clusters Score -468291.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -468302.343750 Penalty: 4337.818848
	Iteration 32Q: 3 clusters Score -468302.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -468311.906250 Penalty: 4337.818848
	Iteration 33Q: 3 clusters Score -468311.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -468319.000000 Penalty: 4337.818848
	Iteration 34Q: 3 clusters Score -468319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -468323.875000 Penalty: 4337.818848
	Iteration 35Q: 3 clusters Score -468323.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -468326.125000 Penalty: 4337.818848
	Iteration 36Q: 3 clusters Score -468326.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -468332.562500 Penalty: 4337.818848
	Iteration 37Q: 3 clusters Score -468332.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -468335.718750 Penalty: 4337.818848
	Iteration 38Q: 3 clusters Score -468335.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -468342.343750 Penalty: 4337.818848
	Iteration 39Q: 3 clusters Score -468342.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -468346.718750 Penalty: 4337.818848
	Iteration 40F: 3 clusters Score -468346.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -468351.718750 Penalty: 4337.818848
	Iteration 41Q: 3 clusters Score -468351.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -468355.625000 Penalty: 4337.818848
	Iteration 42Q: 3 clusters Score -468355.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -468358.218750 Penalty: 4337.818848
	Iteration 43Q: 3 clusters Score -468358.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -468362.312500 Penalty: 4337.818848
	Iteration 44Q: 3 clusters Score -468362.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -468365.312500 Penalty: 4337.818848
	Iteration 45Q: 3 clusters Score -468365.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -468368.187500 Penalty: 4337.818848
	Iteration 46Q: 3 clusters Score -468368.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -468372.187500 Penalty: 4337.818848
	Iteration 47Q: 3 clusters Score -468372.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -468375.625000 Penalty: 4337.818848
	Iteration 48Q: 3 clusters Score -468375.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -468380.593750 Penalty: 4337.818848
	Iteration 49Q: 3 clusters Score -468380.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -468384.250000 Penalty: 4337.818848
	Iteration 50Q: 3 clusters Score -468384.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -468386.812500 Penalty: 4337.818848
	Iteration 51Q: 3 clusters Score -468386.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -468391.468750 Penalty: 4337.818848
	Iteration 52Q: 3 clusters Score -468391.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -468393.687500 Penalty: 4337.818848
	Iteration 53Q: 3 clusters Score -468393.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -468394.531250 Penalty: 4337.818848
	Iteration 54Q: 3 clusters Score -468394.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -468396.031250 Penalty: 4337.818848
	Iteration 55Q: 3 clusters Score -468396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -468397.906250 Penalty: 4337.818848
	Iteration 56Q: 3 clusters Score -468397.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -468401.250000 Penalty: 4337.818848
	Iteration 57Q: 3 clusters Score -468401.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -468400.875000 Penalty: 4337.818848
	Iteration 58Q: 3 clusters Score -468400.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -468401.656250 Penalty: 4337.818848
	Iteration 59Q: 3 clusters Score -468401.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -468401.656250 Penalty: 4337.818848
	Iteration 60F: 3 clusters Score -468401.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -468401.531250 Penalty: 4337.818848
	Iteration 61Q: 3 clusters Score -468401.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -468402.437500 Penalty: 4337.818848
	Iteration 62Q: 3 clusters Score -468402.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -468402.437500 Penalty: 4337.818848
	Iteration 63F: 3 clusters Score -468402.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Entering Unmasked Estep 
Score: -198507.406250 Penalty: 1964.900513
	Iteration 0F: 2 clusters Score -198507.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -195379.859375 Penalty: 3929.801025
	Iteration 0F: 3 clusters Score -195379.9 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -195978.031250 Penalty: 3929.801025
	Iteration 1F: 3 clusters Score -195978 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -196145.859375 Penalty: 3929.801025
	Iteration 2F: 3 clusters Score -196145.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -196249.531250 Penalty: 3929.801025
	Iteration 3Q: 3 clusters Score -196249.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -196373.312500 Penalty: 3929.801025
	Iteration 4Q: 3 clusters Score -196373.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -196569.843750 Penalty: 3929.801025
	Iteration 5Q: 3 clusters Score -196569.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -196882.875000 Penalty: 3929.801025
	Iteration 6F: 3 clusters Score -196882.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -197293.843750 Penalty: 3929.801025
	Iteration 7F: 3 clusters Score -197293.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -197728.640625 Penalty: 3929.801025
	Iteration 8F: 3 clusters Score -197728.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -198131.265625 Penalty: 3929.801025
	Iteration 9F: 3 clusters Score -198131.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -198395.578125 Penalty: 3929.801025
	Iteration 10F: 3 clusters Score -198395.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -198602.890625 Penalty: 3929.801025
	Iteration 11Q: 3 clusters Score -198602.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -198757.156250 Penalty: 3929.801025
	Iteration 12Q: 3 clusters Score -198757.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -198865.281250 Penalty: 3929.801025
	Iteration 13Q: 3 clusters Score -198865.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -198933.609375 Penalty: 3929.801025
	Iteration 14Q: 3 clusters Score -198933.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -198953.625000 Penalty: 3929.801025
	Iteration 15Q: 3 clusters Score -198953.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -198957.765625 Penalty: 3929.801025
	Iteration 16Q: 3 clusters Score -198957.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -198957.765625 Penalty: 3929.801025
	Iteration 17F: 3 clusters Score -198957.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7336 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 130639 members 
Mstep: Class 5 contains 27668 members 
Mstep: Class 6 contains 54678 members 
Mstep: Class 7 contains 28376 members 
Mstep: Class 8 contains 3388 members 
Mstep: Class 9 contains 198480 members 
Mstep: Class 10 contains 9942 members 
Mstep: Class 11 contains 80687 members 
Mstep: Class 12 contains 23825 members 
Mstep: Class 13 contains 10525 members 
Mstep: Class 14 contains 2474 members 
Mstep: Class 15 contains 46212 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 6661 members 
Mstep: Class 18 contains 206914 members 
Mstep: Class 19 contains 387362 members 
Mstep: Class 20 contains 2126 members 
Mstep: Class 21 contains 5982 members 
Mstep: Class 22 contains 1224 members 
Mstep: Class 23 contains 28520 members 
Mstep: Class 24 contains 4747 members 
Mstep: Class 25 contains 8911 members 
Mstep: Class 26 contains 18307 members 
Mstep: Class 27 contains 13934 members 
Mstep: Class 28 contains 16990 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 8113 members 
Mstep: Class 31 contains 833 members 
Mstep: Class 32 contains 5006 members 
Mstep: Class 33 contains 13053 members 
Mstep: Class 34 contains 706 members 
Mstep: Class 35 contains 8201 members 
Mstep: Class 36 contains 6283 members 
Mstep: Class 37 contains 810 members 
Mstep: Class 38 contains 3573 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2545 members 
Mstep: Class 41 contains 12421 members 
Mstep: Class 42 contains 4606 members 
Mstep: Class 43 contains 3661 members 
Mstep: Class 44 contains 2228 members 
Mstep: Class 45 contains 2271 members 
Mstep: Class 46 contains 3003 members 
Mstep: Class 47 contains 1950 members 
Entering Unmasked Estep 
Score: -102282704.000000 Penalty: 165088.125000
Splitting cluster 37 changes total score from -102283376.000000 to -102282704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (3573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Entering Unmasked Estep 
Score: -272138.406250 Penalty: 2028.927856
	Iteration 0F: 2 clusters Score -272138.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -268557.343750 Penalty: 4057.855713
	Iteration 0F: 3 clusters Score -268557.3 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -269293.562500 Penalty: 4057.855713
	Iteration 1F: 3 clusters Score -269293.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -269445.125000 Penalty: 4057.855713
	Iteration 2F: 3 clusters Score -269445.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -269540.593750 Penalty: 4057.855713
	Iteration 3Q: 3 clusters Score -269540.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -269600.031250 Penalty: 4057.855713
	Iteration 4Q: 3 clusters Score -269600 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -269655.687500 Penalty: 4057.855713
	Iteration 5Q: 3 clusters Score -269655.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -269697.281250 Penalty: 4057.855713
	Iteration 6Q: 3 clusters Score -269697.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -269730.875000 Penalty: 4057.855713
	Iteration 7Q: 3 clusters Score -269730.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -269765.031250 Penalty: 4057.855713
	Iteration 8Q: 3 clusters Score -269765 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -269793.718750 Penalty: 4057.855713
	Iteration 9Q: 3 clusters Score -269793.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -269823.531250 Penalty: 4057.855713
	Iteration 10Q: 3 clusters Score -269823.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -269851.156250 Penalty: 4057.855713
	Iteration 11Q: 3 clusters Score -269851.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -269876.125000 Penalty: 4057.855713
	Iteration 12Q: 3 clusters Score -269876.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -269902.781250 Penalty: 4057.855713
	Iteration 13Q: 3 clusters Score -269902.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -269933.375000 Penalty: 4057.855713
	Iteration 14Q: 3 clusters Score -269933.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -269966.468750 Penalty: 4057.855713
	Iteration 15Q: 3 clusters Score -269966.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -270004.218750 Penalty: 4057.855713
	Iteration 16Q: 3 clusters Score -270004.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -270048.250000 Penalty: 4057.855713
	Iteration 17Q: 3 clusters Score -270048.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -270093.031250 Penalty: 4057.855713
	Iteration 18Q: 3 clusters Score -270093 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -270127.562500 Penalty: 4057.855713
	Iteration 19Q: 3 clusters Score -270127.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -270160.906250 Penalty: 4057.855713
	Iteration 20F: 3 clusters Score -270160.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -270186.937500 Penalty: 4057.855713
	Iteration 21Q: 3 clusters Score -270186.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -270206.562500 Penalty: 4057.855713
	Iteration 22Q: 3 clusters Score -270206.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -270227.937500 Penalty: 4057.855713
	Iteration 23Q: 3 clusters Score -270227.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -270244.656250 Penalty: 4057.855713
	Iteration 24Q: 3 clusters Score -270244.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -270259.593750 Penalty: 4057.855713
	Iteration 25Q: 3 clusters Score -270259.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -270281.750000 Penalty: 4057.855713
	Iteration 26Q: 3 clusters Score -270281.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -270302.093750 Penalty: 4057.855713
	Iteration 27Q: 3 clusters Score -270302.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -270317.093750 Penalty: 4057.855713
	Iteration 28Q: 3 clusters Score -270317.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -270329.437500 Penalty: 4057.855713
	Iteration 29Q: 3 clusters Score -270329.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -270346.562500 Penalty: 4057.855713
	Iteration 30Q: 3 clusters Score -270346.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -270358.406250 Penalty: 4057.855713
	Iteration 31Q: 3 clusters Score -270358.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -270372.437500 Penalty: 4057.855713
	Iteration 32Q: 3 clusters Score -270372.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -270383.812500 Penalty: 4057.855713
	Iteration 33Q: 3 clusters Score -270383.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -270392.531250 Penalty: 4057.855713
	Iteration 34Q: 3 clusters Score -270392.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -270402.375000 Penalty: 4057.855713
	Iteration 35Q: 3 clusters Score -270402.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -270409.562500 Penalty: 4057.855713
	Iteration 36Q: 3 clusters Score -270409.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -270410.375000 Penalty: 4057.855713
	Iteration 37Q: 3 clusters Score -270410.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -270411.312500 Penalty: 4057.855713
	Iteration 38Q: 3 clusters Score -270411.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -270412.656250 Penalty: 4057.855713
	Iteration 39Q: 3 clusters Score -270412.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -270413.687500 Penalty: 4057.855713
	Iteration 40F: 3 clusters Score -270413.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -270414.531250 Penalty: 4057.855713
	Iteration 41Q: 3 clusters Score -270414.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -270414.531250 Penalty: 4057.855713
	Iteration 42F: 3 clusters Score -270414.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Entering Unmasked Estep 
Score: -186524.500000 Penalty: 1960.732422
	Iteration 0F: 2 clusters Score -186524.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -183426.937500 Penalty: 3921.464844
	Iteration 0F: 3 clusters Score -183426.9 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -184079.421875 Penalty: 3921.464844
	Iteration 1F: 3 clusters Score -184079.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -184270.812500 Penalty: 3921.464844
	Iteration 2F: 3 clusters Score -184270.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -184438.281250 Penalty: 3921.464844
	Iteration 3F: 3 clusters Score -184438.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -184641.593750 Penalty: 3921.464844
	Iteration 4F: 3 clusters Score -184641.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -184903.234375 Penalty: 3921.464844
	Iteration 5F: 3 clusters Score -184903.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -185077.062500 Penalty: 3921.464844
	Iteration 6F: 3 clusters Score -185077.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -185203.515625 Penalty: 3921.464844
	Iteration 7Q: 3 clusters Score -185203.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -185303.296875 Penalty: 3921.464844
	Iteration 8Q: 3 clusters Score -185303.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -185403.000000 Penalty: 3921.464844
	Iteration 9Q: 3 clusters Score -185403 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -185474.218750 Penalty: 3921.464844
	Iteration 10Q: 3 clusters Score -185474.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -185524.062500 Penalty: 3921.464844
	Iteration 11Q: 3 clusters Score -185524.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -185554.765625 Penalty: 3921.464844
	Iteration 12Q: 3 clusters Score -185554.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -185583.718750 Penalty: 3921.464844
	Iteration 13Q: 3 clusters Score -185583.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -185609.234375 Penalty: 3921.464844
	Iteration 14Q: 3 clusters Score -185609.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -185636.937500 Penalty: 3921.464844
	Iteration 15Q: 3 clusters Score -185636.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -185666.687500 Penalty: 3921.464844
	Iteration 16Q: 3 clusters Score -185666.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -185698.234375 Penalty: 3921.464844
	Iteration 17Q: 3 clusters Score -185698.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -185722.109375 Penalty: 3921.464844
	Iteration 18Q: 3 clusters Score -185722.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -185737.640625 Penalty: 3921.464844
	Iteration 19Q: 3 clusters Score -185737.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -185750.718750 Penalty: 3921.464844
	Iteration 20F: 3 clusters Score -185750.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -185762.890625 Penalty: 3921.464844
	Iteration 21Q: 3 clusters Score -185762.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -185766.750000 Penalty: 3921.464844
	Iteration 22Q: 3 clusters Score -185766.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -185770.109375 Penalty: 3921.464844
	Iteration 23Q: 3 clusters Score -185770.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -185777.203125 Penalty: 3921.464844
	Iteration 24Q: 3 clusters Score -185777.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -185779.640625 Penalty: 3921.464844
	Iteration 25Q: 3 clusters Score -185779.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -185780.796875 Penalty: 3921.464844
	Iteration 26Q: 3 clusters Score -185780.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -185783.171875 Penalty: 3921.464844
	Iteration 27Q: 3 clusters Score -185783.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -185786.250000 Penalty: 3921.464844
	Iteration 28Q: 3 clusters Score -185786.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -185788.750000 Penalty: 3921.464844
	Iteration 29Q: 3 clusters Score -185788.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -185791.515625 Penalty: 3921.464844
	Iteration 30Q: 3 clusters Score -185791.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -185792.250000 Penalty: 3921.464844
	Iteration 31Q: 3 clusters Score -185792.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -185792.250000 Penalty: 3921.464844
	Iteration 32F: 3 clusters Score -185792.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Entering Unmasked Estep 
Score: -171151.031250 Penalty: 1944.787720
	Iteration 0F: 2 clusters Score -171151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -168155.734375 Penalty: 3889.575439
	Iteration 0F: 3 clusters Score -168155.7 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -168735.718750 Penalty: 3889.575439
	Iteration 1F: 3 clusters Score -168735.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -168921.656250 Penalty: 3889.575439
	Iteration 2F: 3 clusters Score -168921.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -169040.406250 Penalty: 3889.575439
	Iteration 3Q: 3 clusters Score -169040.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -169138.937500 Penalty: 3889.575439
	Iteration 4Q: 3 clusters Score -169138.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -169227.859375 Penalty: 3889.575439
	Iteration 5Q: 3 clusters Score -169227.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -169330.687500 Penalty: 3889.575439
	Iteration 6Q: 3 clusters Score -169330.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -169417.640625 Penalty: 3889.575439
	Iteration 7Q: 3 clusters Score -169417.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -169533.578125 Penalty: 3889.575439
	Iteration 8Q: 3 clusters Score -169533.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -169619.625000 Penalty: 3889.575439
	Iteration 9Q: 3 clusters Score -169619.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -169685.484375 Penalty: 3889.575439
	Iteration 10Q: 3 clusters Score -169685.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -169751.953125 Penalty: 3889.575439
	Iteration 11Q: 3 clusters Score -169752 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -169818.234375 Penalty: 3889.575439
	Iteration 12Q: 3 clusters Score -169818.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -169880.703125 Penalty: 3889.575439
	Iteration 13Q: 3 clusters Score -169880.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -169949.531250 Penalty: 3889.575439
	Iteration 14Q: 3 clusters Score -169949.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -170001.578125 Penalty: 3889.575439
	Iteration 15Q: 3 clusters Score -170001.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -170059.453125 Penalty: 3889.575439
	Iteration 16Q: 3 clusters Score -170059.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -170117.812500 Penalty: 3889.575439
	Iteration 17Q: 3 clusters Score -170117.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -170165.640625 Penalty: 3889.575439
	Iteration 18Q: 3 clusters Score -170165.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -170213.765625 Penalty: 3889.575439
	Iteration 19Q: 3 clusters Score -170213.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -170250.859375 Penalty: 3889.575439
	Iteration 20F: 3 clusters Score -170250.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -170284.296875 Penalty: 3889.575439
	Iteration 21Q: 3 clusters Score -170284.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -170316.625000 Penalty: 3889.575439
	Iteration 22Q: 3 clusters Score -170316.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -170343.015625 Penalty: 3889.575439
	Iteration 23Q: 3 clusters Score -170343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -170368.953125 Penalty: 3889.575439
	Iteration 24Q: 3 clusters Score -170369 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -170388.359375 Penalty: 3889.575439
	Iteration 25Q: 3 clusters Score -170388.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -170410.515625 Penalty: 3889.575439
	Iteration 26Q: 3 clusters Score -170410.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -170422.906250 Penalty: 3889.575439
	Iteration 27Q: 3 clusters Score -170422.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -170428.406250 Penalty: 3889.575439
	Iteration 28Q: 3 clusters Score -170428.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -170434.687500 Penalty: 3889.575439
	Iteration 29Q: 3 clusters Score -170434.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -170446.156250 Penalty: 3889.575439
	Iteration 30Q: 3 clusters Score -170446.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -170457.578125 Penalty: 3889.575439
	Iteration 31Q: 3 clusters Score -170457.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -170468.000000 Penalty: 3889.575439
	Iteration 32Q: 3 clusters Score -170468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -170475.187500 Penalty: 3889.575439
	Iteration 33Q: 3 clusters Score -170475.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -170477.640625 Penalty: 3889.575439
	Iteration 34Q: 3 clusters Score -170477.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -170479.656250 Penalty: 3889.575439
	Iteration 35Q: 3 clusters Score -170479.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -170480.656250 Penalty: 3889.575439
	Iteration 36Q: 3 clusters Score -170480.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -170482.078125 Penalty: 3889.575439
	Iteration 37Q: 3 clusters Score -170482.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -170482.578125 Penalty: 3889.575439
	Iteration 38Q: 3 clusters Score -170482.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -170483.578125 Penalty: 3889.575439
	Iteration 39Q: 3 clusters Score -170483.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -170484.093750 Penalty: 3889.575439
	Iteration 40F: 3 clusters Score -170484.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (12421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Entering Unmasked Estep 
Score: -942302.937500 Penalty: 2337.931641
	Iteration 0F: 2 clusters Score -942302.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -933150.937500 Penalty: 4675.863281
	Iteration 0F: 3 clusters Score -933150.9 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -935836.625000 Penalty: 4675.863281
	Iteration 1F: 3 clusters Score -935836.6 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -936211.937500 Penalty: 4675.863281
	Iteration 2F: 3 clusters Score -936211.9 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -936558.000000 Penalty: 4675.863281
	Iteration 3F: 3 clusters Score -936558 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -936986.312500 Penalty: 4675.863281
	Iteration 4F: 3 clusters Score -936986.3 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -937519.312500 Penalty: 4675.863281
	Iteration 5F: 3 clusters Score -937519.3 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -938121.687500 Penalty: 4675.863281
	Iteration 6F: 3 clusters Score -938121.7 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -938695.187500 Penalty: 4675.863281
	Iteration 7F: 3 clusters Score -938695.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -939188.125000 Penalty: 4675.863281
	Iteration 8Q: 3 clusters Score -939188.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -939488.937500 Penalty: 4675.863281
	Iteration 9Q: 3 clusters Score -939488.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -939660.875000 Penalty: 4675.863281
	Iteration 10Q: 3 clusters Score -939660.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -939771.500000 Penalty: 4675.863281
	Iteration 11Q: 3 clusters Score -939771.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -939855.500000 Penalty: 4675.863281
	Iteration 12Q: 3 clusters Score -939855.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -939915.250000 Penalty: 4675.863281
	Iteration 13Q: 3 clusters Score -939915.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -939956.187500 Penalty: 4675.863281
	Iteration 14Q: 3 clusters Score -939956.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -939984.500000 Penalty: 4675.863281
	Iteration 15Q: 3 clusters Score -939984.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -940006.125000 Penalty: 4675.863281
	Iteration 16Q: 3 clusters Score -940006.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -940018.187500 Penalty: 4675.863281
	Iteration 17Q: 3 clusters Score -940018.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -940030.812500 Penalty: 4675.863281
	Iteration 18Q: 3 clusters Score -940030.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -940044.062500 Penalty: 4675.863281
	Iteration 19Q: 3 clusters Score -940044.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -940059.500000 Penalty: 4675.863281
	Iteration 20F: 3 clusters Score -940059.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -940064.062500 Penalty: 4675.863281
	Iteration 21Q: 3 clusters Score -940064.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -940071.562500 Penalty: 4675.863281
	Iteration 22Q: 3 clusters Score -940071.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -940078.250000 Penalty: 4675.863281
	Iteration 23Q: 3 clusters Score -940078.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -940085.687500 Penalty: 4675.863281
	Iteration 24Q: 3 clusters Score -940085.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -940090.437500 Penalty: 4675.863281
	Iteration 25Q: 3 clusters Score -940090.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -940092.500000 Penalty: 4675.863281
	Iteration 26Q: 3 clusters Score -940092.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -940098.062500 Penalty: 4675.863281
	Iteration 27Q: 3 clusters Score -940098.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -940099.250000 Penalty: 4675.863281
	Iteration 28Q: 3 clusters Score -940099.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -940100.625000 Penalty: 4675.863281
	Iteration 29Q: 3 clusters Score -940100.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -940103.000000 Penalty: 4675.863281
	Iteration 30Q: 3 clusters Score -940103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -940103.312500 Penalty: 4675.863281
	Iteration 31Q: 3 clusters Score -940103.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -940103.750000 Penalty: 4675.863281
	Iteration 32Q: 3 clusters Score -940103.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -940103.875000 Penalty: 4675.863281
	Iteration 33Q: 3 clusters Score -940103.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -940105.937500 Penalty: 4675.863281
	Iteration 34Q: 3 clusters Score -940105.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -940106.500000 Penalty: 4675.863281
	Iteration 35Q: 3 clusters Score -940106.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -940105.687500 Penalty: 4675.863281
	Iteration 36Q: 3 clusters Score -940105.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -940107.375000 Penalty: 4675.863281
	Iteration 37Q: 3 clusters Score -940107.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -940106.062500 Penalty: 4675.863281
	Iteration 38Q: 3 clusters Score -940106.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -940106.062500 Penalty: 4675.863281
	Iteration 39F: 3 clusters Score -940106.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Entering Unmasked Estep 
Score: -285133.468750 Penalty: 2091.908447
	Iteration 0F: 2 clusters Score -285133.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -280980.187500 Penalty: 4183.816895
	Iteration 0F: 3 clusters Score -280980.2 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -282235.093750 Penalty: 4183.816895
	Iteration 1F: 3 clusters Score -282235.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -282871.281250 Penalty: 4183.816895
	Iteration 2F: 3 clusters Score -282871.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -283405.625000 Penalty: 4183.816895
	Iteration 3F: 3 clusters Score -283405.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -283819.218750 Penalty: 4183.816895
	Iteration 4F: 3 clusters Score -283819.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -284096.218750 Penalty: 4183.816895
	Iteration 5F: 3 clusters Score -284096.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -284261.500000 Penalty: 4183.816895
	Iteration 6Q: 3 clusters Score -284261.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -284384.218750 Penalty: 4183.816895
	Iteration 7Q: 3 clusters Score -284384.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -284470.750000 Penalty: 4183.816895
	Iteration 8Q: 3 clusters Score -284470.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -284548.656250 Penalty: 4183.816895
	Iteration 9Q: 3 clusters Score -284548.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -284634.437500 Penalty: 4183.816895
	Iteration 10Q: 3 clusters Score -284634.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -284701.000000 Penalty: 4183.816895
	Iteration 11Q: 3 clusters Score -284701 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -284762.000000 Penalty: 4183.816895
	Iteration 12Q: 3 clusters Score -284762 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -284820.406250 Penalty: 4183.816895
	Iteration 13Q: 3 clusters Score -284820.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -284865.062500 Penalty: 4183.816895
	Iteration 14Q: 3 clusters Score -284865.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -284899.343750 Penalty: 4183.816895
	Iteration 15Q: 3 clusters Score -284899.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -284927.875000 Penalty: 4183.816895
	Iteration 16Q: 3 clusters Score -284927.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -284951.468750 Penalty: 4183.816895
	Iteration 17Q: 3 clusters Score -284951.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -284974.812500 Penalty: 4183.816895
	Iteration 18Q: 3 clusters Score -284974.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -284998.375000 Penalty: 4183.816895
	Iteration 19Q: 3 clusters Score -284998.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -285020.843750 Penalty: 4183.816895
	Iteration 20F: 3 clusters Score -285020.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -285032.187500 Penalty: 4183.816895
	Iteration 21Q: 3 clusters Score -285032.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -285038.250000 Penalty: 4183.816895
	Iteration 22Q: 3 clusters Score -285038.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -285040.937500 Penalty: 4183.816895
	Iteration 23Q: 3 clusters Score -285040.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -285043.750000 Penalty: 4183.816895
	Iteration 24Q: 3 clusters Score -285043.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -285047.437500 Penalty: 4183.816895
	Iteration 25Q: 3 clusters Score -285047.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -285051.437500 Penalty: 4183.816895
	Iteration 26Q: 3 clusters Score -285051.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -285053.906250 Penalty: 4183.816895
	Iteration 27Q: 3 clusters Score -285053.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -285055.218750 Penalty: 4183.816895
	Iteration 28Q: 3 clusters Score -285055.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -285057.125000 Penalty: 4183.816895
	Iteration 29Q: 3 clusters Score -285057.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -285059.031250 Penalty: 4183.816895
	Iteration 30Q: 3 clusters Score -285059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -285060.218750 Penalty: 4183.816895
	Iteration 31Q: 3 clusters Score -285060.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -285061.187500 Penalty: 4183.816895
	Iteration 32Q: 3 clusters Score -285061.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -285061.500000 Penalty: 4183.816895
	Iteration 33Q: 3 clusters Score -285061.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -285062.187500 Penalty: 4183.816895
	Iteration 34Q: 3 clusters Score -285062.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -285062.187500 Penalty: 4183.816895
	Iteration 35F: 3 clusters Score -285062.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (3661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Entering Unmasked Estep 
Score: -255960.781250 Penalty: 2034.962036
	Iteration 0F: 2 clusters Score -255960.8 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 1898 members 
Entering Unmasked Estep 
Score: -252233.140625 Penalty: 4069.924072
	Iteration 0F: 3 clusters Score -252233.1 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -253163.031250 Penalty: 4069.924072
	Iteration 1F: 3 clusters Score -253163 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -253486.031250 Penalty: 4069.924072
	Iteration 2F: 3 clusters Score -253486 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -253740.609375 Penalty: 4069.924072
	Iteration 3F: 3 clusters Score -253740.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -253940.953125 Penalty: 4069.924072
	Iteration 4F: 3 clusters Score -253941 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -254119.203125 Penalty: 4069.924072
	Iteration 5Q: 3 clusters Score -254119.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -254282.859375 Penalty: 4069.924072
	Iteration 6Q: 3 clusters Score -254282.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -254433.453125 Penalty: 4069.924072
	Iteration 7Q: 3 clusters Score -254433.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -254584.765625 Penalty: 4069.924072
	Iteration 8Q: 3 clusters Score -254584.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -254753.390625 Penalty: 4069.924072
	Iteration 9Q: 3 clusters Score -254753.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -254961.562500 Penalty: 4069.924072
	Iteration 10Q: 3 clusters Score -254961.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -255149.234375 Penalty: 4069.924072
	Iteration 11Q: 3 clusters Score -255149.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -255256.531250 Penalty: 4069.924072
	Iteration 12Q: 3 clusters Score -255256.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -255324.703125 Penalty: 4069.924072
	Iteration 13Q: 3 clusters Score -255324.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -255365.890625 Penalty: 4069.924072
	Iteration 14Q: 3 clusters Score -255365.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -255403.296875 Penalty: 4069.924072
	Iteration 15Q: 3 clusters Score -255403.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -255430.812500 Penalty: 4069.924072
	Iteration 16Q: 3 clusters Score -255430.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -255441.375000 Penalty: 4069.924072
	Iteration 17Q: 3 clusters Score -255441.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -255447.890625 Penalty: 4069.924072
	Iteration 18Q: 3 clusters Score -255447.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -255456.437500 Penalty: 4069.924072
	Iteration 19Q: 3 clusters Score -255456.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -255465.234375 Penalty: 4069.924072
	Iteration 20F: 3 clusters Score -255465.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -255472.093750 Penalty: 4069.924072
	Iteration 21Q: 3 clusters Score -255472.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -255477.734375 Penalty: 4069.924072
	Iteration 22Q: 3 clusters Score -255477.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -255480.515625 Penalty: 4069.924072
	Iteration 23Q: 3 clusters Score -255480.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -255482.125000 Penalty: 4069.924072
	Iteration 24Q: 3 clusters Score -255482.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -255484.515625 Penalty: 4069.924072
	Iteration 25Q: 3 clusters Score -255484.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -255489.250000 Penalty: 4069.924072
	Iteration 26Q: 3 clusters Score -255489.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -255491.890625 Penalty: 4069.924072
	Iteration 27Q: 3 clusters Score -255491.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -255494.734375 Penalty: 4069.924072
	Iteration 28Q: 3 clusters Score -255494.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -255494.843750 Penalty: 4069.924072
	Iteration 29Q: 3 clusters Score -255494.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -255495.500000 Penalty: 4069.924072
	Iteration 30Q: 3 clusters Score -255495.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -255495.812500 Penalty: 4069.924072
	Iteration 31Q: 3 clusters Score -255495.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -255496.171875 Penalty: 4069.924072
	Iteration 32Q: 3 clusters Score -255496.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -255496.171875 Penalty: 4069.924072
	Iteration 33F: 3 clusters Score -255496.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7336 members 
Mstep: Class 4 contains 130639 members 
Mstep: Class 5 contains 27668 members 
Mstep: Class 6 contains 54678 members 
Mstep: Class 7 contains 28376 members 
Mstep: Class 8 contains 3388 members 
Mstep: Class 9 contains 198480 members 
Mstep: Class 10 contains 9942 members 
Mstep: Class 11 contains 80687 members 
Mstep: Class 12 contains 23825 members 
Mstep: Class 13 contains 10525 members 
Mstep: Class 14 contains 2474 members 
Mstep: Class 15 contains 46212 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 6661 members 
Mstep: Class 18 contains 206914 members 
Mstep: Class 19 contains 387362 members 
Mstep: Class 20 contains 2126 members 
Mstep: Class 21 contains 5982 members 
Mstep: Class 22 contains 1224 members 
Mstep: Class 23 contains 28520 members 
Mstep: Class 24 contains 4747 members 
Mstep: Class 25 contains 8911 members 
Mstep: Class 26 contains 18307 members 
Mstep: Class 27 contains 13934 members 
Mstep: Class 28 contains 16990 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 8113 members 
Mstep: Class 31 contains 833 members 
Mstep: Class 32 contains 5006 members 
Mstep: Class 33 contains 13053 members 
Mstep: Class 34 contains 706 members 
Mstep: Class 35 contains 8201 members 
Mstep: Class 36 contains 6283 members 
Mstep: Class 37 contains 2760 members 
Mstep: Class 38 contains 3573 members 
Mstep: Class 39 contains 2714 members 
Mstep: Class 40 contains 2545 members 
Mstep: Class 41 contains 12421 members 
Mstep: Class 42 contains 4606 members 
Mstep: Class 43 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102284064.000000 Penalty: 161575.609375
Iteration 159Q: 47 clusters Score -1.022841e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 7335 members 
Mstep: Class 3 contains 1411 members 
Mstep: Class 4 contains 130630 members 
Mstep: Class 5 contains 27635 members 
Mstep: Class 6 contains 54678 members 
Mstep: Class 7 contains 28396 members 
Mstep: Class 8 contains 3405 members 
Mstep: Class 9 contains 198492 members 
Mstep: Class 10 contains 9944 members 
Mstep: Class 11 contains 80689 members 
Mstep: Class 12 contains 23827 members 
Mstep: Class 13 contains 10540 members 
Mstep: Class 14 contains 2502 members 
Mstep: Class 15 contains 46235 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 6652 members 
Mstep: Class 18 contains 206914 members 
Mstep: Class 19 contains 387358 members 
Mstep: Class 20 contains 2126 members 
Mstep: Class 21 contains 5982 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 28522 members 
Mstep: Class 24 contains 4756 members 
Mstep: Class 25 contains 8946 members 
Mstep: Class 26 contains 18305 members 
Mstep: Class 27 contains 13929 members 
Mstep: Class 28 contains 17002 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 8115 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 13059 members 
Mstep: Class 34 contains 706 members 
Mstep: Class 35 contains 8202 members 
Mstep: Class 36 contains 6283 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3574 members 
Mstep: Class 39 contains 2732 members 
Mstep: Class 40 contains 2549 members 
Mstep: Class 41 contains 12414 members 
Mstep: Class 42 contains 4605 members 
Mstep: Class 43 contains 3690 members 
Mstep: Class 44 contains 2161 members 
Mstep: Class 45 contains 2232 members 
Mstep: Class 46 contains 2927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102284936.000000 Penalty: 161575.609375
Iteration 160F: 47 clusters Score -1.022849e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7335 members 
Mstep: Class 3 contains 1477 members 
Mstep: Class 4 contains 130626 members 
Mstep: Class 5 contains 27614 members 
Mstep: Class 6 contains 54672 members 
Mstep: Class 7 contains 28279 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 198488 members 
Mstep: Class 10 contains 9908 members 
Mstep: Class 11 contains 80687 members 
Mstep: Class 12 contains 23832 members 
Mstep: Class 13 contains 10516 members 
Mstep: Class 14 contains 2462 members 
Mstep: Class 15 contains 46251 members 
Mstep: Class 16 contains 3140 members 
Mstep: Class 17 contains 6653 members 
Mstep: Class 18 contains 206915 members 
Mstep: Class 19 contains 387340 members 
Mstep: Class 20 contains 2110 members 
Mstep: Class 21 contains 5983 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 28525 members 
Mstep: Class 24 contains 4714 members 
Mstep: Class 25 contains 8857 members 
Mstep: Class 26 contains 18290 members 
Mstep: Class 27 contains 13892 members 
Mstep: Class 28 contains 16997 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 8061 members 
Mstep: Class 31 contains 868 members 
Mstep: Class 32 contains 4994 members 
Mstep: Class 33 contains 12955 members 
Mstep: Class 34 contains 698 members 
Mstep: Class 35 contains 8204 members 
Mstep: Class 36 contains 6281 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3574 members 
Mstep: Class 39 contains 2708 members 
Mstep: Class 40 contains 2548 members 
Mstep: Class 41 contains 12402 members 
Mstep: Class 42 contains 4603 members 
Mstep: Class 43 contains 3688 members 
Mstep: Class 44 contains 2320 members 
Mstep: Class 45 contains 2274 members 
Mstep: Class 46 contains 3355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102285368.000000 Penalty: 161575.609375
Iteration 161Q: 47 clusters Score -1.022854e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7334 members 
Mstep: Class 3 contains 1496 members 
Mstep: Class 4 contains 130609 members 
Mstep: Class 5 contains 27596 members 
Mstep: Class 6 contains 54665 members 
Mstep: Class 7 contains 28209 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 198485 members 
Mstep: Class 10 contains 9869 members 
Mstep: Class 11 contains 80676 members 
Mstep: Class 12 contains 23835 members 
Mstep: Class 13 contains 10509 members 
Mstep: Class 14 contains 2447 members 
Mstep: Class 15 contains 46264 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6658 members 
Mstep: Class 18 contains 206920 members 
Mstep: Class 19 contains 387328 members 
Mstep: Class 20 contains 2107 members 
Mstep: Class 21 contains 5984 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 28524 members 
Mstep: Class 24 contains 4710 members 
Mstep: Class 25 contains 8816 members 
Mstep: Class 26 contains 18277 members 
Mstep: Class 27 contains 13886 members 
Mstep: Class 28 contains 16994 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 8043 members 
Mstep: Class 31 contains 857 members 
Mstep: Class 32 contains 4992 members 
Mstep: Class 33 contains 12892 members 
Mstep: Class 34 contains 694 members 
Mstep: Class 35 contains 8204 members 
Mstep: Class 36 contains 6281 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3574 members 
Mstep: Class 39 contains 2694 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 12379 members 
Mstep: Class 42 contains 4605 members 
Mstep: Class 43 contains 3690 members 
Mstep: Class 44 contains 2395 members 
Mstep: Class 45 contains 2290 members 
Mstep: Class 46 contains 3625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102285480.000000 Penalty: 161575.609375
Iteration 162Q: 47 clusters Score -1.022855e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7333 members 
Mstep: Class 3 contains 1506 members 
Mstep: Class 4 contains 130594 members 
Mstep: Class 5 contains 27581 members 
Mstep: Class 6 contains 54659 members 
Mstep: Class 7 contains 28128 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 198473 members 
Mstep: Class 10 contains 9841 members 
Mstep: Class 11 contains 80673 members 
Mstep: Class 12 contains 23842 members 
Mstep: Class 13 contains 10500 members 
Mstep: Class 14 contains 2445 members 
Mstep: Class 15 contains 46278 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6657 members 
Mstep: Class 18 contains 206924 members 
Mstep: Class 19 contains 387325 members 
Mstep: Class 20 contains 2106 members 
Mstep: Class 21 contains 5982 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 28525 members 
Mstep: Class 24 contains 4706 members 
Mstep: Class 25 contains 8788 members 
Mstep: Class 26 contains 18268 members 
Mstep: Class 27 contains 13883 members 
Mstep: Class 28 contains 16985 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 8039 members 
Mstep: Class 31 contains 842 members 
Mstep: Class 32 contains 4994 members 
Mstep: Class 33 contains 12858 members 
Mstep: Class 34 contains 694 members 
Mstep: Class 35 contains 8204 members 
Mstep: Class 36 contains 6287 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3574 members 
Mstep: Class 39 contains 2686 members 
Mstep: Class 40 contains 2547 members 
Mstep: Class 41 contains 12369 members 
Mstep: Class 42 contains 4614 members 
Mstep: Class 43 contains 3695 members 
Mstep: Class 44 contains 2444 members 
Mstep: Class 45 contains 2303 members 
Mstep: Class 46 contains 3813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102285496.000000 Penalty: 161575.609375
Iteration 163Q: 47 clusters Score -1.022855e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7333 members 
Mstep: Class 3 contains 1511 members 
Mstep: Class 4 contains 130575 members 
Mstep: Class 5 contains 27572 members 
Mstep: Class 6 contains 54653 members 
Mstep: Class 7 contains 28038 members 
Mstep: Class 8 contains 3372 members 
Mstep: Class 9 contains 198475 members 
Mstep: Class 10 contains 9825 members 
Mstep: Class 11 contains 80679 members 
Mstep: Class 12 contains 23846 members 
Mstep: Class 13 contains 10491 members 
Mstep: Class 14 contains 2441 members 
Mstep: Class 15 contains 46279 members 
Mstep: Class 16 contains 3139 members 
Mstep: Class 17 contains 6659 members 
Mstep: Class 18 contains 206926 members 
Mstep: Class 19 contains 387328 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 5985 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 28526 members 
Mstep: Class 24 contains 4711 members 
Mstep: Class 25 contains 8757 members 
Mstep: Class 26 contains 18261 members 
Mstep: Class 27 contains 13889 members 
Mstep: Class 28 contains 16979 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 8041 members 
Mstep: Class 31 contains 834 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12835 members 
Mstep: Class 34 contains 693 members 
Mstep: Class 35 contains 8207 members 
Mstep: Class 36 contains 6300 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3574 members 
Mstep: Class 39 contains 2683 members 
Mstep: Class 40 contains 2549 members 
Mstep: Class 41 contains 12355 members 
Mstep: Class 42 contains 4619 members 
Mstep: Class 43 contains 3696 members 
Mstep: Class 44 contains 2485 members 
Mstep: Class 45 contains 2311 members 
Mstep: Class 46 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102285760.000000 Penalty: 161575.609375
Iteration 164Q: 47 clusters Score -1.022858e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7332 members 
Mstep: Class 3 contains 1512 members 
Mstep: Class 4 contains 130560 members 
Mstep: Class 5 contains 27577 members 
Mstep: Class 6 contains 54642 members 
Mstep: Class 7 contains 27976 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 198468 members 
Mstep: Class 10 contains 9814 members 
Mstep: Class 11 contains 80680 members 
Mstep: Class 12 contains 23850 members 
Mstep: Class 13 contains 10494 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 46281 members 
Mstep: Class 16 contains 3138 members 
Mstep: Class 17 contains 6660 members 
Mstep: Class 18 contains 206922 members 
Mstep: Class 19 contains 387325 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 5988 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 28525 members 
Mstep: Class 24 contains 4709 members 
Mstep: Class 25 contains 8729 members 
Mstep: Class 26 contains 18262 members 
Mstep: Class 27 contains 13891 members 
Mstep: Class 28 contains 16972 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 8051 members 
Mstep: Class 31 contains 828 members 
Mstep: Class 32 contains 5001 members 
Mstep: Class 33 contains 12833 members 
Mstep: Class 34 contains 693 members 
Mstep: Class 35 contains 8208 members 
Mstep: Class 36 contains 6309 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3573 members 
Mstep: Class 39 contains 2675 members 
Mstep: Class 40 contains 2552 members 
Mstep: Class 41 contains 12349 members 
Mstep: Class 42 contains 4616 members 
Mstep: Class 43 contains 3697 members 
Mstep: Class 44 contains 2518 members 
Mstep: Class 45 contains 2314 members 
Mstep: Class 46 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102285568.000000 Penalty: 161575.609375
Iteration 165Q: 47 clusters Score -1.022856e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7332 members 
Mstep: Class 3 contains 1512 members 
Mstep: Class 4 contains 130539 members 
Mstep: Class 5 contains 27570 members 
Mstep: Class 6 contains 54638 members 
Mstep: Class 7 contains 27923 members 
Mstep: Class 8 contains 3373 members 
Mstep: Class 9 contains 198467 members 
Mstep: Class 10 contains 9800 members 
Mstep: Class 11 contains 80681 members 
Mstep: Class 12 contains 23855 members 
Mstep: Class 13 contains 10490 members 
Mstep: Class 14 contains 2439 members 
Mstep: Class 15 contains 46278 members 
Mstep: Class 16 contains 3138 members 
Mstep: Class 17 contains 6660 members 
Mstep: Class 18 contains 206923 members 
Mstep: Class 19 contains 387324 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 5990 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 28528 members 
Mstep: Class 24 contains 4721 members 
Mstep: Class 25 contains 8705 members 
Mstep: Class 26 contains 18257 members 
Mstep: Class 27 contains 13889 members 
Mstep: Class 28 contains 16969 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 8053 members 
Mstep: Class 31 contains 824 members 
Mstep: Class 32 contains 5002 members 
Mstep: Class 33 contains 12839 members 
Mstep: Class 34 contains 693 members 
Mstep: Class 35 contains 8208 members 
Mstep: Class 36 contains 6317 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3573 members 
Mstep: Class 39 contains 2676 members 
Mstep: Class 40 contains 2553 members 
Mstep: Class 41 contains 12343 members 
Mstep: Class 42 contains 4617 members 
Mstep: Class 43 contains 3699 members 
Mstep: Class 44 contains 2545 members 
Mstep: Class 45 contains 2320 members 
Mstep: Class 46 contains 4118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102285496.000000 Penalty: 161575.609375
Iteration 166Q: 47 clusters Score -1.022855e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7333 members 
Mstep: Class 3 contains 1512 members 
Mstep: Class 4 contains 130520 members 
Mstep: Class 5 contains 27567 members 
Mstep: Class 6 contains 54633 members 
Mstep: Class 7 contains 27864 members 
Mstep: Class 8 contains 3372 members 
Mstep: Class 9 contains 198467 members 
Mstep: Class 10 contains 9786 members 
Mstep: Class 11 contains 80682 members 
Mstep: Class 12 contains 23864 members 
Mstep: Class 13 contains 10485 members 
Mstep: Class 14 contains 2442 members 
Mstep: Class 15 contains 46267 members 
Mstep: Class 16 contains 3139 members 
Mstep: Class 17 contains 6661 members 
Mstep: Class 18 contains 206924 members 
Mstep: Class 19 contains 387337 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 5990 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 28532 members 
Mstep: Class 24 contains 4724 members 
Mstep: Class 25 contains 8685 members 
Mstep: Class 26 contains 18257 members 
Mstep: Class 27 contains 13892 members 
Mstep: Class 28 contains 16964 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 8059 members 
Mstep: Class 31 contains 823 members 
Mstep: Class 32 contains 5003 members 
Mstep: Class 33 contains 12839 members 
Mstep: Class 34 contains 692 members 
Mstep: Class 35 contains 8211 members 
Mstep: Class 36 contains 6327 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3573 members 
Mstep: Class 39 contains 2673 members 
Mstep: Class 40 contains 2551 members 
Mstep: Class 41 contains 12338 members 
Mstep: Class 42 contains 4620 members 
Mstep: Class 43 contains 3701 members 
Mstep: Class 44 contains 2566 members 
Mstep: Class 45 contains 2321 members 
Mstep: Class 46 contains 4184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102285800.000000 Penalty: 161575.609375
Iteration 167Q: 47 clusters Score -1.022858e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7334 members 
Mstep: Class 3 contains 1513 members 
Mstep: Class 4 contains 130502 members 
Mstep: Class 5 contains 27558 members 
Mstep: Class 6 contains 54630 members 
Mstep: Class 7 contains 27806 members 
Mstep: Class 8 contains 3371 members 
Mstep: Class 9 contains 198458 members 
Mstep: Class 10 contains 9776 members 
Mstep: Class 11 contains 80679 members 
Mstep: Class 12 contains 23874 members 
Mstep: Class 13 contains 10480 members 
Mstep: Class 14 contains 2441 members 
Mstep: Class 15 contains 46259 members 
Mstep: Class 16 contains 3137 members 
Mstep: Class 17 contains 6661 members 
Mstep: Class 18 contains 206919 members 
Mstep: Class 19 contains 387374 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 5993 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 28535 members 
Mstep: Class 24 contains 4736 members 
Mstep: Class 25 contains 8657 members 
Mstep: Class 26 contains 18263 members 
Mstep: Class 27 contains 13892 members 
Mstep: Class 28 contains 16959 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 8071 members 
Mstep: Class 31 contains 823 members 
Mstep: Class 32 contains 5001 members 
Mstep: Class 33 contains 12837 members 
Mstep: Class 34 contains 690 members 
Mstep: Class 35 contains 8215 members 
Mstep: Class 36 contains 6330 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3572 members 
Mstep: Class 39 contains 2667 members 
Mstep: Class 40 contains 2549 members 
Mstep: Class 41 contains 12337 members 
Mstep: Class 42 contains 4620 members 
Mstep: Class 43 contains 3701 members 
Mstep: Class 44 contains 2600 members 
Mstep: Class 45 contains 2323 members 
Mstep: Class 46 contains 4237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102285896.000000 Penalty: 161575.609375
Iteration 168Q: 47 clusters Score -1.022859e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7333 members 
Mstep: Class 3 contains 1513 members 
Mstep: Class 4 contains 130481 members 
Mstep: Class 5 contains 27552 members 
Mstep: Class 6 contains 54632 members 
Mstep: Class 7 contains 27744 members 
Mstep: Class 8 contains 3369 members 
Mstep: Class 9 contains 198455 members 
Mstep: Class 10 contains 9762 members 
Mstep: Class 11 contains 80683 members 
Mstep: Class 12 contains 23884 members 
Mstep: Class 13 contains 10483 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 46262 members 
Mstep: Class 16 contains 3138 members 
Mstep: Class 17 contains 6661 members 
Mstep: Class 18 contains 206916 members 
Mstep: Class 19 contains 387397 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 28539 members 
Mstep: Class 24 contains 4742 members 
Mstep: Class 25 contains 8633 members 
Mstep: Class 26 contains 18265 members 
Mstep: Class 27 contains 13892 members 
Mstep: Class 28 contains 16948 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 8072 members 
Mstep: Class 31 contains 817 members 
Mstep: Class 32 contains 5003 members 
Mstep: Class 33 contains 12838 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 8218 members 
Mstep: Class 36 contains 6327 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3572 members 
Mstep: Class 39 contains 2663 members 
Mstep: Class 40 contains 2549 members 
Mstep: Class 41 contains 12335 members 
Mstep: Class 42 contains 4624 members 
Mstep: Class 43 contains 3703 members 
Mstep: Class 44 contains 2629 members 
Mstep: Class 45 contains 2328 members 
Mstep: Class 46 contains 4293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102285920.000000 Penalty: 161575.609375
Iteration 169Q: 47 clusters Score -1.022859e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7334 members 
Mstep: Class 3 contains 1514 members 
Mstep: Class 4 contains 130463 members 
Mstep: Class 5 contains 27546 members 
Mstep: Class 6 contains 54628 members 
Mstep: Class 7 contains 27681 members 
Mstep: Class 8 contains 3372 members 
Mstep: Class 9 contains 198458 members 
Mstep: Class 10 contains 9757 members 
Mstep: Class 11 contains 80683 members 
Mstep: Class 12 contains 23892 members 
Mstep: Class 13 contains 10487 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 46265 members 
Mstep: Class 16 contains 3136 members 
Mstep: Class 17 contains 6660 members 
Mstep: Class 18 contains 206915 members 
Mstep: Class 19 contains 387414 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 6000 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 28545 members 
Mstep: Class 24 contains 4746 members 
Mstep: Class 25 contains 8607 members 
Mstep: Class 26 contains 18267 members 
Mstep: Class 27 contains 13894 members 
Mstep: Class 28 contains 16942 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 8080 members 
Mstep: Class 31 contains 809 members 
Mstep: Class 32 contains 5002 members 
Mstep: Class 33 contains 12834 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 8220 members 
Mstep: Class 36 contains 6326 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3572 members 
Mstep: Class 39 contains 2661 members 
Mstep: Class 40 contains 2550 members 
Mstep: Class 41 contains 12329 members 
Mstep: Class 42 contains 4624 members 
Mstep: Class 43 contains 3705 members 
Mstep: Class 44 contains 2655 members 
Mstep: Class 45 contains 2336 members 
Mstep: Class 46 contains 4342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102286104.000000 Penalty: 161575.609375
Iteration 170Q: 47 clusters Score -1.022861e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7334 members 
Mstep: Class 3 contains 1514 members 
Mstep: Class 4 contains 130451 members 
Mstep: Class 5 contains 27536 members 
Mstep: Class 6 contains 54625 members 
Mstep: Class 7 contains 27634 members 
Mstep: Class 8 contains 3370 members 
Mstep: Class 9 contains 198447 members 
Mstep: Class 10 contains 9751 members 
Mstep: Class 11 contains 80688 members 
Mstep: Class 12 contains 23894 members 
Mstep: Class 13 contains 10491 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 46278 members 
Mstep: Class 16 contains 3132 members 
Mstep: Class 17 contains 6665 members 
Mstep: Class 18 contains 206909 members 
Mstep: Class 19 contains 387434 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 6003 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 28547 members 
Mstep: Class 24 contains 4751 members 
Mstep: Class 25 contains 8576 members 
Mstep: Class 26 contains 18272 members 
Mstep: Class 27 contains 13895 members 
Mstep: Class 28 contains 16919 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 8083 members 
Mstep: Class 31 contains 806 members 
Mstep: Class 32 contains 5004 members 
Mstep: Class 33 contains 12830 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 8228 members 
Mstep: Class 36 contains 6330 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3573 members 
Mstep: Class 39 contains 2657 members 
Mstep: Class 40 contains 2553 members 
Mstep: Class 41 contains 12320 members 
Mstep: Class 42 contains 4625 members 
Mstep: Class 43 contains 3706 members 
Mstep: Class 44 contains 2691 members 
Mstep: Class 45 contains 2339 members 
Mstep: Class 46 contains 4390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102285944.000000 Penalty: 161575.609375
Iteration 171Q: 47 clusters Score -1.022859e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7334 members 
Mstep: Class 3 contains 1514 members 
Mstep: Class 4 contains 130441 members 
Mstep: Class 5 contains 27525 members 
Mstep: Class 6 contains 54618 members 
Mstep: Class 7 contains 27585 members 
Mstep: Class 8 contains 3366 members 
Mstep: Class 9 contains 198438 members 
Mstep: Class 10 contains 9747 members 
Mstep: Class 11 contains 80690 members 
Mstep: Class 12 contains 23894 members 
Mstep: Class 13 contains 10497 members 
Mstep: Class 14 contains 2438 members 
Mstep: Class 15 contains 46292 members 
Mstep: Class 16 contains 3132 members 
Mstep: Class 17 contains 6665 members 
Mstep: Class 18 contains 206906 members 
Mstep: Class 19 contains 387453 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 6005 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 28548 members 
Mstep: Class 24 contains 4752 members 
Mstep: Class 25 contains 8541 members 
Mstep: Class 26 contains 18272 members 
Mstep: Class 27 contains 13893 members 
Mstep: Class 28 contains 16902 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 8094 members 
Mstep: Class 31 contains 804 members 
Mstep: Class 32 contains 5005 members 
Mstep: Class 33 contains 12830 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 8238 members 
Mstep: Class 36 contains 6333 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3575 members 
Mstep: Class 39 contains 2652 members 
Mstep: Class 40 contains 2556 members 
Mstep: Class 41 contains 12324 members 
Mstep: Class 42 contains 4628 members 
Mstep: Class 43 contains 3706 members 
Mstep: Class 44 contains 2734 members 
Mstep: Class 45 contains 2342 members 
Mstep: Class 46 contains 4422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102285912.000000 Penalty: 161575.609375
Iteration 172Q: 47 clusters Score -1.022859e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7335 members 
Mstep: Class 3 contains 1514 members 
Mstep: Class 4 contains 130428 members 
Mstep: Class 5 contains 27511 members 
Mstep: Class 6 contains 54610 members 
Mstep: Class 7 contains 27558 members 
Mstep: Class 8 contains 3366 members 
Mstep: Class 9 contains 198431 members 
Mstep: Class 10 contains 9736 members 
Mstep: Class 11 contains 80691 members 
Mstep: Class 12 contains 23896 members 
Mstep: Class 13 contains 10507 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 46303 members 
Mstep: Class 16 contains 3132 members 
Mstep: Class 17 contains 6667 members 
Mstep: Class 18 contains 206906 members 
Mstep: Class 19 contains 387465 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 6009 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 28546 members 
Mstep: Class 24 contains 4755 members 
Mstep: Class 25 contains 8494 members 
Mstep: Class 26 contains 18271 members 
Mstep: Class 27 contains 13899 members 
Mstep: Class 28 contains 16893 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 8106 members 
Mstep: Class 31 contains 800 members 
Mstep: Class 32 contains 5009 members 
Mstep: Class 33 contains 12824 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 8239 members 
Mstep: Class 36 contains 6339 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3576 members 
Mstep: Class 39 contains 2652 members 
Mstep: Class 40 contains 2555 members 
Mstep: Class 41 contains 12322 members 
Mstep: Class 42 contains 4624 members 
Mstep: Class 43 contains 3708 members 
Mstep: Class 44 contains 2774 members 
Mstep: Class 45 contains 2346 members 
Mstep: Class 46 contains 4454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102285896.000000 Penalty: 161575.609375
Iteration 173Q: 47 clusters Score -1.022859e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7335 members 
Mstep: Class 3 contains 1514 members 
Mstep: Class 4 contains 130420 members 
Mstep: Class 5 contains 27499 members 
Mstep: Class 6 contains 54603 members 
Mstep: Class 7 contains 27517 members 
Mstep: Class 8 contains 3365 members 
Mstep: Class 9 contains 198439 members 
Mstep: Class 10 contains 9727 members 
Mstep: Class 11 contains 80690 members 
Mstep: Class 12 contains 23900 members 
Mstep: Class 13 contains 10511 members 
Mstep: Class 14 contains 2441 members 
Mstep: Class 15 contains 46308 members 
Mstep: Class 16 contains 3133 members 
Mstep: Class 17 contains 6668 members 
Mstep: Class 18 contains 206909 members 
Mstep: Class 19 contains 387478 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 6011 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 28546 members 
Mstep: Class 24 contains 4762 members 
Mstep: Class 25 contains 8447 members 
Mstep: Class 26 contains 18267 members 
Mstep: Class 27 contains 13903 members 
Mstep: Class 28 contains 16885 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 8112 members 
Mstep: Class 31 contains 797 members 
Mstep: Class 32 contains 5012 members 
Mstep: Class 33 contains 12824 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 8238 members 
Mstep: Class 36 contains 6342 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3576 members 
Mstep: Class 39 contains 2649 members 
Mstep: Class 40 contains 2556 members 
Mstep: Class 41 contains 12318 members 
Mstep: Class 42 contains 4624 members 
Mstep: Class 43 contains 3709 members 
Mstep: Class 44 contains 2822 members 
Mstep: Class 45 contains 2349 members 
Mstep: Class 46 contains 4483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102286120.000000 Penalty: 161575.609375
Iteration 174Q: 47 clusters Score -1.022861e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7334 members 
Mstep: Class 3 contains 1514 members 
Mstep: Class 4 contains 130408 members 
Mstep: Class 5 contains 27482 members 
Mstep: Class 6 contains 54601 members 
Mstep: Class 7 contains 27503 members 
Mstep: Class 8 contains 3367 members 
Mstep: Class 9 contains 198434 members 
Mstep: Class 10 contains 9722 members 
Mstep: Class 11 contains 80687 members 
Mstep: Class 12 contains 23902 members 
Mstep: Class 13 contains 10514 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 46320 members 
Mstep: Class 16 contains 3133 members 
Mstep: Class 17 contains 6670 members 
Mstep: Class 18 contains 206915 members 
Mstep: Class 19 contains 387480 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 28548 members 
Mstep: Class 24 contains 4768 members 
Mstep: Class 25 contains 8404 members 
Mstep: Class 26 contains 18257 members 
Mstep: Class 27 contains 13902 members 
Mstep: Class 28 contains 16878 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 8115 members 
Mstep: Class 31 contains 796 members 
Mstep: Class 32 contains 5012 members 
Mstep: Class 33 contains 12821 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 8239 members 
Mstep: Class 36 contains 6356 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3576 members 
Mstep: Class 39 contains 2643 members 
Mstep: Class 40 contains 2557 members 
Mstep: Class 41 contains 12320 members 
Mstep: Class 42 contains 4624 members 
Mstep: Class 43 contains 3711 members 
Mstep: Class 44 contains 2873 members 
Mstep: Class 45 contains 2350 members 
Mstep: Class 46 contains 4504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102286208.000000 Penalty: 161575.609375
Iteration 175Q: 47 clusters Score -1.022862e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7335 members 
Mstep: Class 3 contains 1514 members 
Mstep: Class 4 contains 130407 members 
Mstep: Class 5 contains 27470 members 
Mstep: Class 6 contains 54593 members 
Mstep: Class 7 contains 27495 members 
Mstep: Class 8 contains 3363 members 
Mstep: Class 9 contains 198435 members 
Mstep: Class 10 contains 9714 members 
Mstep: Class 11 contains 80682 members 
Mstep: Class 12 contains 23905 members 
Mstep: Class 13 contains 10517 members 
Mstep: Class 14 contains 2433 members 
Mstep: Class 15 contains 46323 members 
Mstep: Class 16 contains 3133 members 
Mstep: Class 17 contains 6670 members 
Mstep: Class 18 contains 206918 members 
Mstep: Class 19 contains 387471 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 6015 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 28546 members 
Mstep: Class 24 contains 4768 members 
Mstep: Class 25 contains 8352 members 
Mstep: Class 26 contains 18256 members 
Mstep: Class 27 contains 13906 members 
Mstep: Class 28 contains 16872 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 8119 members 
Mstep: Class 31 contains 797 members 
Mstep: Class 32 contains 5015 members 
Mstep: Class 33 contains 12818 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 8239 members 
Mstep: Class 36 contains 6368 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3576 members 
Mstep: Class 39 contains 2638 members 
Mstep: Class 40 contains 2560 members 
Mstep: Class 41 contains 12325 members 
Mstep: Class 42 contains 4622 members 
Mstep: Class 43 contains 3710 members 
Mstep: Class 44 contains 2935 members 
Mstep: Class 45 contains 2351 members 
Mstep: Class 46 contains 4523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102286320.000000 Penalty: 161575.609375
Iteration 176Q: 47 clusters Score -1.022863e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7335 members 
Mstep: Class 3 contains 1514 members 
Mstep: Class 4 contains 130406 members 
Mstep: Class 5 contains 27457 members 
Mstep: Class 6 contains 54585 members 
Mstep: Class 7 contains 27486 members 
Mstep: Class 8 contains 3361 members 
Mstep: Class 9 contains 198435 members 
Mstep: Class 10 contains 9711 members 
Mstep: Class 11 contains 80682 members 
Mstep: Class 12 contains 23913 members 
Mstep: Class 13 contains 10517 members 
Mstep: Class 14 contains 2433 members 
Mstep: Class 15 contains 46330 members 
Mstep: Class 16 contains 3132 members 
Mstep: Class 17 contains 6670 members 
Mstep: Class 18 contains 206917 members 
Mstep: Class 19 contains 387460 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 28547 members 
Mstep: Class 24 contains 4768 members 
Mstep: Class 25 contains 8288 members 
Mstep: Class 26 contains 18257 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 16871 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 8115 members 
Mstep: Class 31 contains 798 members 
Mstep: Class 32 contains 5018 members 
Mstep: Class 33 contains 12821 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 8237 members 
Mstep: Class 36 contains 6376 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3576 members 
Mstep: Class 39 contains 2630 members 
Mstep: Class 40 contains 2560 members 
Mstep: Class 41 contains 12330 members 
Mstep: Class 42 contains 4622 members 
Mstep: Class 43 contains 3711 members 
Mstep: Class 44 contains 3006 members 
Mstep: Class 45 contains 2350 members 
Mstep: Class 46 contains 4538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102286248.000000 Penalty: 161575.609375
Iteration 177Q: 47 clusters Score -1.022862e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7335 members 
Mstep: Class 3 contains 1514 members 
Mstep: Class 4 contains 130395 members 
Mstep: Class 5 contains 27442 members 
Mstep: Class 6 contains 54577 members 
Mstep: Class 7 contains 27485 members 
Mstep: Class 8 contains 3358 members 
Mstep: Class 9 contains 198442 members 
Mstep: Class 10 contains 9708 members 
Mstep: Class 11 contains 80677 members 
Mstep: Class 12 contains 23917 members 
Mstep: Class 13 contains 10523 members 
Mstep: Class 14 contains 2433 members 
Mstep: Class 15 contains 46340 members 
Mstep: Class 16 contains 3132 members 
Mstep: Class 17 contains 6671 members 
Mstep: Class 18 contains 206916 members 
Mstep: Class 19 contains 387452 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 6018 members 
Mstep: Class 22 contains 1230 members 
Mstep: Class 23 contains 28548 members 
Mstep: Class 24 contains 4769 members 
Mstep: Class 25 contains 8227 members 
Mstep: Class 26 contains 18258 members 
Mstep: Class 27 contains 13908 members 
Mstep: Class 28 contains 16865 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 8119 members 
Mstep: Class 31 contains 800 members 
Mstep: Class 32 contains 5017 members 
Mstep: Class 33 contains 12818 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 8237 members 
Mstep: Class 36 contains 6388 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3577 members 
Mstep: Class 39 contains 2625 members 
Mstep: Class 40 contains 2560 members 
Mstep: Class 41 contains 12334 members 
Mstep: Class 42 contains 4621 members 
Mstep: Class 43 contains 3713 members 
Mstep: Class 44 contains 3070 members 
Mstep: Class 45 contains 2349 members 
Mstep: Class 46 contains 4548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102286304.000000 Penalty: 161575.609375
Iteration 178Q: 47 clusters Score -1.022863e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7334 members 
Mstep: Class 3 contains 1514 members 
Mstep: Class 4 contains 130390 members 
Mstep: Class 5 contains 27418 members 
Mstep: Class 6 contains 54564 members 
Mstep: Class 7 contains 27484 members 
Mstep: Class 8 contains 3361 members 
Mstep: Class 9 contains 198440 members 
Mstep: Class 10 contains 9699 members 
Mstep: Class 11 contains 80676 members 
Mstep: Class 12 contains 23923 members 
Mstep: Class 13 contains 10525 members 
Mstep: Class 14 contains 2434 members 
Mstep: Class 15 contains 46358 members 
Mstep: Class 16 contains 3132 members 
Mstep: Class 17 contains 6672 members 
Mstep: Class 18 contains 206915 members 
Mstep: Class 19 contains 387444 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 6019 members 
Mstep: Class 22 contains 1230 members 
Mstep: Class 23 contains 28549 members 
Mstep: Class 24 contains 4769 members 
Mstep: Class 25 contains 8148 members 
Mstep: Class 26 contains 18258 members 
Mstep: Class 27 contains 13910 members 
Mstep: Class 28 contains 16866 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 8121 members 
Mstep: Class 31 contains 800 members 
Mstep: Class 32 contains 5020 members 
Mstep: Class 33 contains 12815 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 8238 members 
Mstep: Class 36 contains 6398 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3580 members 
Mstep: Class 39 contains 2617 members 
Mstep: Class 40 contains 2560 members 
Mstep: Class 41 contains 12336 members 
Mstep: Class 42 contains 4621 members 
Mstep: Class 43 contains 3713 members 
Mstep: Class 44 contains 3151 members 
Mstep: Class 45 contains 2349 members 
Mstep: Class 46 contains 4565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102286544.000000 Penalty: 161575.609375
Iteration 179Q: 47 clusters Score -1.022865e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7334 members 
Mstep: Class 3 contains 1514 members 
Mstep: Class 4 contains 130382 members 
Mstep: Class 5 contains 27397 members 
Mstep: Class 6 contains 54558 members 
Mstep: Class 7 contains 27480 members 
Mstep: Class 8 contains 3357 members 
Mstep: Class 9 contains 198444 members 
Mstep: Class 10 contains 9699 members 
Mstep: Class 11 contains 80668 members 
Mstep: Class 12 contains 23929 members 
Mstep: Class 13 contains 10531 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 46368 members 
Mstep: Class 16 contains 3132 members 
Mstep: Class 17 contains 6675 members 
Mstep: Class 18 contains 206915 members 
Mstep: Class 19 contains 387445 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 6024 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 28551 members 
Mstep: Class 24 contains 4768 members 
Mstep: Class 25 contains 8064 members 
Mstep: Class 26 contains 18258 members 
Mstep: Class 27 contains 13914 members 
Mstep: Class 28 contains 16863 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 8122 members 
Mstep: Class 31 contains 800 members 
Mstep: Class 32 contains 5018 members 
Mstep: Class 33 contains 12815 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 8241 members 
Mstep: Class 36 contains 6398 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3581 members 
Mstep: Class 39 contains 2610 members 
Mstep: Class 40 contains 2560 members 
Mstep: Class 41 contains 12337 members 
Mstep: Class 42 contains 4621 members 
Mstep: Class 43 contains 3713 members 
Mstep: Class 44 contains 3238 members 
Mstep: Class 45 contains 2350 members 
Mstep: Class 46 contains 4577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102286496.000000 Penalty: 161575.609375
Iteration 180F: 47 clusters Score -1.022865e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7335 members 
Mstep: Class 3 contains 1514 members 
Mstep: Class 4 contains 130376 members 
Mstep: Class 5 contains 27385 members 
Mstep: Class 6 contains 54550 members 
Mstep: Class 7 contains 27470 members 
Mstep: Class 8 contains 3355 members 
Mstep: Class 9 contains 198443 members 
Mstep: Class 10 contains 9698 members 
Mstep: Class 11 contains 80672 members 
Mstep: Class 12 contains 23935 members 
Mstep: Class 13 contains 10535 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 46374 members 
Mstep: Class 16 contains 3132 members 
Mstep: Class 17 contains 6676 members 
Mstep: Class 18 contains 206915 members 
Mstep: Class 19 contains 387441 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 6030 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 28553 members 
Mstep: Class 24 contains 4769 members 
Mstep: Class 25 contains 7970 members 
Mstep: Class 26 contains 18257 members 
Mstep: Class 27 contains 13915 members 
Mstep: Class 28 contains 16862 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 8123 members 
Mstep: Class 31 contains 799 members 
Mstep: Class 32 contains 5018 members 
Mstep: Class 33 contains 12817 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 8242 members 
Mstep: Class 36 contains 6398 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3582 members 
Mstep: Class 39 contains 2599 members 
Mstep: Class 40 contains 2560 members 
Mstep: Class 41 contains 12340 members 
Mstep: Class 42 contains 4620 members 
Mstep: Class 43 contains 3713 members 
Mstep: Class 44 contains 3342 members 
Mstep: Class 45 contains 2350 members 
Mstep: Class 46 contains 4586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102286496.000000 Penalty: 161575.609375
Iteration 181Q: 47 clusters Score -1.022865e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7336 members 
Mstep: Class 3 contains 1514 members 
Mstep: Class 4 contains 130372 members 
Mstep: Class 5 contains 27368 members 
Mstep: Class 6 contains 54533 members 
Mstep: Class 7 contains 27465 members 
Mstep: Class 8 contains 3355 members 
Mstep: Class 9 contains 198460 members 
Mstep: Class 10 contains 9698 members 
Mstep: Class 11 contains 80676 members 
Mstep: Class 12 contains 23938 members 
Mstep: Class 13 contains 10535 members 
Mstep: Class 14 contains 2441 members 
Mstep: Class 15 contains 46380 members 
Mstep: Class 16 contains 3132 members 
Mstep: Class 17 contains 6678 members 
Mstep: Class 18 contains 206916 members 
Mstep: Class 19 contains 387433 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 6035 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 28553 members 
Mstep: Class 24 contains 4769 members 
Mstep: Class 25 contains 7873 members 
Mstep: Class 26 contains 18256 members 
Mstep: Class 27 contains 13916 members 
Mstep: Class 28 contains 16859 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 8125 members 
Mstep: Class 31 contains 799 members 
Mstep: Class 32 contains 5018 members 
Mstep: Class 33 contains 12816 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 8243 members 
Mstep: Class 36 contains 6400 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3582 members 
Mstep: Class 39 contains 2580 members 
Mstep: Class 40 contains 2560 members 
Mstep: Class 41 contains 12342 members 
Mstep: Class 42 contains 4620 members 
Mstep: Class 43 contains 3714 members 
Mstep: Class 44 contains 3455 members 
Mstep: Class 45 contains 2350 members 
Mstep: Class 46 contains 4593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102286592.000000 Penalty: 161575.609375
Iteration 182Q: 47 clusters Score -1.022866e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7335 members 
Mstep: Class 3 contains 1514 members 
Mstep: Class 4 contains 130366 members 
Mstep: Class 5 contains 27348 members 
Mstep: Class 6 contains 54526 members 
Mstep: Class 7 contains 27463 members 
Mstep: Class 8 contains 3352 members 
Mstep: Class 9 contains 198464 members 
Mstep: Class 10 contains 9698 members 
Mstep: Class 11 contains 80674 members 
Mstep: Class 12 contains 23941 members 
Mstep: Class 13 contains 10536 members 
Mstep: Class 14 contains 2446 members 
Mstep: Class 15 contains 46396 members 
Mstep: Class 16 contains 3132 members 
Mstep: Class 17 contains 6678 members 
Mstep: Class 18 contains 206916 members 
Mstep: Class 19 contains 387437 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 6037 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 28553 members 
Mstep: Class 24 contains 4773 members 
Mstep: Class 25 contains 7755 members 
Mstep: Class 26 contains 18256 members 
Mstep: Class 27 contains 13919 members 
Mstep: Class 28 contains 16856 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 8122 members 
Mstep: Class 31 contains 799 members 
Mstep: Class 32 contains 5018 members 
Mstep: Class 33 contains 12816 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 8244 members 
Mstep: Class 36 contains 6400 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3584 members 
Mstep: Class 39 contains 2560 members 
Mstep: Class 40 contains 2560 members 
Mstep: Class 41 contains 12337 members 
Mstep: Class 42 contains 4621 members 
Mstep: Class 43 contains 3714 members 
Mstep: Class 44 contains 3588 members 
Mstep: Class 45 contains 2351 members 
Mstep: Class 46 contains 4602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102286720.000000 Penalty: 161575.609375
Iteration 183Q: 47 clusters Score -1.022867e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7335 members 
Mstep: Class 3 contains 1514 members 
Mstep: Class 4 contains 130360 members 
Mstep: Class 5 contains 27322 members 
Mstep: Class 6 contains 54521 members 
Mstep: Class 7 contains 27470 members 
Mstep: Class 8 contains 3354 members 
Mstep: Class 9 contains 198463 members 
Mstep: Class 10 contains 9697 members 
Mstep: Class 11 contains 80679 members 
Mstep: Class 12 contains 23951 members 
Mstep: Class 13 contains 10545 members 
Mstep: Class 14 contains 2450 members 
Mstep: Class 15 contains 46408 members 
Mstep: Class 16 contains 3132 members 
Mstep: Class 17 contains 6678 members 
Mstep: Class 18 contains 206915 members 
Mstep: Class 19 contains 387438 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 6037 members 
Mstep: Class 22 contains 1231 members 
Mstep: Class 23 contains 28554 members 
Mstep: Class 24 contains 4778 members 
Mstep: Class 25 contains 7586 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 13920 members 
Mstep: Class 28 contains 16846 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 8123 members 
Mstep: Class 31 contains 799 members 
Mstep: Class 32 contains 5018 members 
Mstep: Class 33 contains 12817 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 8244 members 
Mstep: Class 36 contains 6400 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3584 members 
Mstep: Class 39 contains 2530 members 
Mstep: Class 40 contains 2561 members 
Mstep: Class 41 contains 12334 members 
Mstep: Class 42 contains 4620 members 
Mstep: Class 43 contains 3714 members 
Mstep: Class 44 contains 3769 members 
Mstep: Class 45 contains 2354 members 
Mstep: Class 46 contains 4608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102286952.000000 Penalty: 161575.609375
Iteration 184Q: 47 clusters Score -1.02287e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7336 members 
Mstep: Class 3 contains 1514 members 
Mstep: Class 4 contains 130348 members 
Mstep: Class 5 contains 27304 members 
Mstep: Class 6 contains 54516 members 
Mstep: Class 7 contains 27466 members 
Mstep: Class 8 contains 3356 members 
Mstep: Class 9 contains 198463 members 
Mstep: Class 10 contains 9697 members 
Mstep: Class 11 contains 80678 members 
Mstep: Class 12 contains 23965 members 
Mstep: Class 13 contains 10549 members 
Mstep: Class 14 contains 2455 members 
Mstep: Class 15 contains 46406 members 
Mstep: Class 16 contains 3132 members 
Mstep: Class 17 contains 6679 members 
Mstep: Class 18 contains 206916 members 
Mstep: Class 19 contains 387449 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 6039 members 
Mstep: Class 22 contains 1232 members 
Mstep: Class 23 contains 28555 members 
Mstep: Class 24 contains 4779 members 
Mstep: Class 25 contains 7404 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 13920 members 
Mstep: Class 28 contains 16856 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 8122 members 
Mstep: Class 31 contains 799 members 
Mstep: Class 32 contains 5018 members 
Mstep: Class 33 contains 12815 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 8246 members 
Mstep: Class 36 contains 6402 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3584 members 
Mstep: Class 39 contains 2479 members 
Mstep: Class 40 contains 2563 members 
Mstep: Class 41 contains 12332 members 
Mstep: Class 42 contains 4619 members 
Mstep: Class 43 contains 3713 members 
Mstep: Class 44 contains 3976 members 
Mstep: Class 45 contains 2355 members 
Mstep: Class 46 contains 4621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102287072.000000 Penalty: 161575.609375
Iteration 185Q: 47 clusters Score -1.022871e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7336 members 
Mstep: Class 3 contains 1514 members 
Mstep: Class 4 contains 130342 members 
Mstep: Class 5 contains 27289 members 
Mstep: Class 6 contains 54507 members 
Mstep: Class 7 contains 27463 members 
Mstep: Class 8 contains 3354 members 
Mstep: Class 9 contains 198464 members 
Mstep: Class 10 contains 9697 members 
Mstep: Class 11 contains 80676 members 
Mstep: Class 12 contains 23974 members 
Mstep: Class 13 contains 10557 members 
Mstep: Class 14 contains 2459 members 
Mstep: Class 15 contains 46411 members 
Mstep: Class 16 contains 3133 members 
Mstep: Class 17 contains 6678 members 
Mstep: Class 18 contains 206914 members 
Mstep: Class 19 contains 387462 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 6043 members 
Mstep: Class 22 contains 1237 members 
Mstep: Class 23 contains 28554 members 
Mstep: Class 24 contains 4779 members 
Mstep: Class 25 contains 7243 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 13920 members 
Mstep: Class 28 contains 16867 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 8119 members 
Mstep: Class 31 contains 798 members 
Mstep: Class 32 contains 5018 members 
Mstep: Class 33 contains 12817 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 8247 members 
Mstep: Class 36 contains 6404 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3584 members 
Mstep: Class 39 contains 2412 members 
Mstep: Class 40 contains 2564 members 
Mstep: Class 41 contains 12332 members 
Mstep: Class 42 contains 4618 members 
Mstep: Class 43 contains 3713 members 
Mstep: Class 44 contains 4166 members 
Mstep: Class 45 contains 2356 members 
Mstep: Class 46 contains 4635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102287448.000000 Penalty: 161575.609375
Iteration 186Q: 47 clusters Score -1.022874e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7336 members 
Mstep: Class 3 contains 1515 members 
Mstep: Class 4 contains 130335 members 
Mstep: Class 5 contains 27272 members 
Mstep: Class 6 contains 54496 members 
Mstep: Class 7 contains 27457 members 
Mstep: Class 8 contains 3356 members 
Mstep: Class 9 contains 198466 members 
Mstep: Class 10 contains 9697 members 
Mstep: Class 11 contains 80682 members 
Mstep: Class 12 contains 23982 members 
Mstep: Class 13 contains 10560 members 
Mstep: Class 14 contains 2464 members 
Mstep: Class 15 contains 46416 members 
Mstep: Class 16 contains 3133 members 
Mstep: Class 17 contains 6680 members 
Mstep: Class 18 contains 206914 members 
Mstep: Class 19 contains 387466 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 6047 members 
Mstep: Class 22 contains 1242 members 
Mstep: Class 23 contains 28554 members 
Mstep: Class 24 contains 4779 members 
Mstep: Class 25 contains 7094 members 
Mstep: Class 26 contains 18254 members 
Mstep: Class 27 contains 13920 members 
Mstep: Class 28 contains 16878 members 
Mstep: Class 29 contains 1390 members 
Mstep: Class 30 contains 8118 members 
Mstep: Class 31 contains 798 members 
Mstep: Class 32 contains 5018 members 
Mstep: Class 33 contains 12817 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 8248 members 
Mstep: Class 36 contains 6406 members 
Mstep: Class 37 contains 2764 members 
Mstep: Class 38 contains 3584 members 
Mstep: Class 39 contains 2343 members 
Mstep: Class 40 contains 2567 members 
Mstep: Class 41 contains 12334 members 
Mstep: Class 42 contains 4619 members 
Mstep: Class 43 contains 3714 members 
Mstep: Class 44 contains 4346 members 
Mstep: Class 45 contains 2358 members 
Mstep: Class 46 contains 4644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102287984.000000 Penalty: 161575.609375
Iteration 187Q: 47 clusters Score -1.02288e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7338 members 
Mstep: Class 3 contains 1518 members 
Mstep: Class 4 contains 130333 members 
Mstep: Class 5 contains 27257 members 
Mstep: Class 6 contains 54484 members 
Mstep: Class 7 contains 27445 members 
Mstep: Class 8 contains 3359 members 
Mstep: Class 9 contains 198472 members 
Mstep: Class 10 contains 9697 members 
Mstep: Class 11 contains 80682 members 
Mstep: Class 12 contains 23999 members 
Mstep: Class 13 contains 10560 members 
Mstep: Class 14 contains 2479 members 
Mstep: Class 15 contains 46416 members 
Mstep: Class 16 contains 3134 members 
Mstep: Class 17 contains 6680 members 
Mstep: Class 18 contains 206913 members 
Mstep: Class 19 contains 387466 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 6049 members 
Mstep: Class 22 contains 1245 members 
Mstep: Class 23 contains 28555 members 
Mstep: Class 24 contains 4780 members 
Mstep: Class 25 contains 6974 members 
Mstep: Class 26 contains 18254 members 
Mstep: Class 27 contains 13919 members 
Mstep: Class 28 contains 16882 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 8120 members 
Mstep: Class 31 contains 797 members 
Mstep: Class 32 contains 5018 members 
Mstep: Class 33 contains 12819 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 8251 members 
Mstep: Class 36 contains 6408 members 
Mstep: Class 37 contains 2764 members 
Mstep: Class 38 contains 3584 members 
Mstep: Class 39 contains 2284 members 
Mstep: Class 40 contains 2570 members 
Mstep: Class 41 contains 12337 members 
Mstep: Class 42 contains 4617 members 
Mstep: Class 43 contains 3714 members 
Mstep: Class 44 contains 4482 members 
Mstep: Class 45 contains 2368 members 
Mstep: Class 46 contains 4650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102288112.000000 Penalty: 161575.609375
Iteration 188Q: 47 clusters Score -1.022881e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7340 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 130334 members 
Mstep: Class 5 contains 27239 members 
Mstep: Class 6 contains 54476 members 
Mstep: Class 7 contains 27428 members 
Mstep: Class 8 contains 3360 members 
Mstep: Class 9 contains 198474 members 
Mstep: Class 10 contains 9697 members 
Mstep: Class 11 contains 80682 members 
Mstep: Class 12 contains 24012 members 
Mstep: Class 13 contains 10562 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 46422 members 
Mstep: Class 16 contains 3135 members 
Mstep: Class 17 contains 6680 members 
Mstep: Class 18 contains 206909 members 
Mstep: Class 19 contains 387463 members 
Mstep: Class 20 contains 2106 members 
Mstep: Class 21 contains 6055 members 
Mstep: Class 22 contains 1249 members 
Mstep: Class 23 contains 28554 members 
Mstep: Class 24 contains 4781 members 
Mstep: Class 25 contains 6881 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 13919 members 
Mstep: Class 28 contains 16885 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 8122 members 
Mstep: Class 31 contains 798 members 
Mstep: Class 32 contains 5018 members 
Mstep: Class 33 contains 12823 members 
Mstep: Class 34 contains 689 members 
Mstep: Class 35 contains 8254 members 
Mstep: Class 36 contains 6412 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3584 members 
Mstep: Class 39 contains 2260 members 
Mstep: Class 40 contains 2575 members 
Mstep: Class 41 contains 12337 members 
Mstep: Class 42 contains 4618 members 
Mstep: Class 43 contains 3715 members 
Mstep: Class 44 contains 4564 members 
Mstep: Class 45 contains 2371 members 
Mstep: Class 46 contains 4655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102288536.000000 Penalty: 161575.609375
Iteration 189Q: 47 clusters Score -1.022885e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7343 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 130323 members 
Mstep: Class 5 contains 27219 members 
Mstep: Class 6 contains 54469 members 
Mstep: Class 7 contains 27426 members 
Mstep: Class 8 contains 3366 members 
Mstep: Class 9 contains 198480 members 
Mstep: Class 10 contains 9697 members 
Mstep: Class 11 contains 80680 members 
Mstep: Class 12 contains 24017 members 
Mstep: Class 13 contains 10560 members 
Mstep: Class 14 contains 2496 members 
Mstep: Class 15 contains 46437 members 
Mstep: Class 16 contains 3135 members 
Mstep: Class 17 contains 6681 members 
Mstep: Class 18 contains 206905 members 
Mstep: Class 19 contains 387465 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 6062 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 28553 members 
Mstep: Class 24 contains 4781 members 
Mstep: Class 25 contains 6781 members 
Mstep: Class 26 contains 18254 members 
Mstep: Class 27 contains 13919 members 
Mstep: Class 28 contains 16891 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 8125 members 
Mstep: Class 31 contains 798 members 
Mstep: Class 32 contains 5017 members 
Mstep: Class 33 contains 12825 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 8259 members 
Mstep: Class 36 contains 6416 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3584 members 
Mstep: Class 39 contains 2253 members 
Mstep: Class 40 contains 2579 members 
Mstep: Class 41 contains 12339 members 
Mstep: Class 42 contains 4619 members 
Mstep: Class 43 contains 3715 members 
Mstep: Class 44 contains 4634 members 
Mstep: Class 45 contains 2374 members 
Mstep: Class 46 contains 4655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102288464.000000 Penalty: 161575.609375
Iteration 190Q: 47 clusters Score -1.022885e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 130318 members 
Mstep: Class 5 contains 27200 members 
Mstep: Class 6 contains 54467 members 
Mstep: Class 7 contains 27427 members 
Mstep: Class 8 contains 3366 members 
Mstep: Class 9 contains 198480 members 
Mstep: Class 10 contains 9696 members 
Mstep: Class 11 contains 80681 members 
Mstep: Class 12 contains 24026 members 
Mstep: Class 13 contains 10564 members 
Mstep: Class 14 contains 2497 members 
Mstep: Class 15 contains 46443 members 
Mstep: Class 16 contains 3134 members 
Mstep: Class 17 contains 6682 members 
Mstep: Class 18 contains 206902 members 
Mstep: Class 19 contains 387462 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 6068 members 
Mstep: Class 22 contains 1260 members 
Mstep: Class 23 contains 28552 members 
Mstep: Class 24 contains 4781 members 
Mstep: Class 25 contains 6714 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 13919 members 
Mstep: Class 28 contains 16898 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 8126 members 
Mstep: Class 31 contains 798 members 
Mstep: Class 32 contains 5017 members 
Mstep: Class 33 contains 12825 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 8264 members 
Mstep: Class 36 contains 6420 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3584 members 
Mstep: Class 39 contains 2249 members 
Mstep: Class 40 contains 2589 members 
Mstep: Class 41 contains 12341 members 
Mstep: Class 42 contains 4619 members 
Mstep: Class 43 contains 3716 members 
Mstep: Class 44 contains 4683 members 
Mstep: Class 45 contains 2375 members 
Mstep: Class 46 contains 4658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102288256.000000 Penalty: 161575.609375
Iteration 191Q: 47 clusters Score -1.022883e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7345 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 130315 members 
Mstep: Class 5 contains 27186 members 
Mstep: Class 6 contains 54463 members 
Mstep: Class 7 contains 27427 members 
Mstep: Class 8 contains 3367 members 
Mstep: Class 9 contains 198481 members 
Mstep: Class 10 contains 9696 members 
Mstep: Class 11 contains 80679 members 
Mstep: Class 12 contains 24044 members 
Mstep: Class 13 contains 10563 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 46438 members 
Mstep: Class 16 contains 3134 members 
Mstep: Class 17 contains 6683 members 
Mstep: Class 18 contains 206897 members 
Mstep: Class 19 contains 387462 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 6070 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 28554 members 
Mstep: Class 24 contains 4781 members 
Mstep: Class 25 contains 6670 members 
Mstep: Class 26 contains 18244 members 
Mstep: Class 27 contains 13919 members 
Mstep: Class 28 contains 16902 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 8128 members 
Mstep: Class 31 contains 798 members 
Mstep: Class 32 contains 5018 members 
Mstep: Class 33 contains 12826 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 8267 members 
Mstep: Class 36 contains 6424 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3584 members 
Mstep: Class 39 contains 2247 members 
Mstep: Class 40 contains 2593 members 
Mstep: Class 41 contains 12343 members 
Mstep: Class 42 contains 4618 members 
Mstep: Class 43 contains 3716 members 
Mstep: Class 44 contains 4711 members 
Mstep: Class 45 contains 2374 members 
Mstep: Class 46 contains 4658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102288424.000000 Penalty: 161575.609375
Iteration 192Q: 47 clusters Score -1.022884e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7346 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 130307 members 
Mstep: Class 5 contains 27174 members 
Mstep: Class 6 contains 54455 members 
Mstep: Class 7 contains 27432 members 
Mstep: Class 8 contains 3376 members 
Mstep: Class 9 contains 198473 members 
Mstep: Class 10 contains 9693 members 
Mstep: Class 11 contains 80678 members 
Mstep: Class 12 contains 24051 members 
Mstep: Class 13 contains 10558 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 46450 members 
Mstep: Class 16 contains 3134 members 
Mstep: Class 17 contains 6683 members 
Mstep: Class 18 contains 206894 members 
Mstep: Class 19 contains 387461 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 28558 members 
Mstep: Class 24 contains 4781 members 
Mstep: Class 25 contains 6633 members 
Mstep: Class 26 contains 18240 members 
Mstep: Class 27 contains 13919 members 
Mstep: Class 28 contains 16902 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 8131 members 
Mstep: Class 31 contains 798 members 
Mstep: Class 32 contains 5019 members 
Mstep: Class 33 contains 12829 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 8272 members 
Mstep: Class 36 contains 6428 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3584 members 
Mstep: Class 39 contains 2244 members 
Mstep: Class 40 contains 2598 members 
Mstep: Class 41 contains 12344 members 
Mstep: Class 42 contains 4617 members 
Mstep: Class 43 contains 3716 members 
Mstep: Class 44 contains 4742 members 
Mstep: Class 45 contains 2374 members 
Mstep: Class 46 contains 4659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102288416.000000 Penalty: 161575.609375
Iteration 193Q: 47 clusters Score -1.022884e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7346 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 130307 members 
Mstep: Class 5 contains 27166 members 
Mstep: Class 6 contains 54453 members 
Mstep: Class 7 contains 27440 members 
Mstep: Class 8 contains 3378 members 
Mstep: Class 9 contains 198473 members 
Mstep: Class 10 contains 9692 members 
Mstep: Class 11 contains 80677 members 
Mstep: Class 12 contains 24065 members 
Mstep: Class 13 contains 10559 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 46439 members 
Mstep: Class 16 contains 3134 members 
Mstep: Class 17 contains 6683 members 
Mstep: Class 18 contains 206893 members 
Mstep: Class 19 contains 387455 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 6073 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 28560 members 
Mstep: Class 24 contains 4781 members 
Mstep: Class 25 contains 6609 members 
Mstep: Class 26 contains 18238 members 
Mstep: Class 27 contains 13918 members 
Mstep: Class 28 contains 16896 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 8134 members 
Mstep: Class 31 contains 798 members 
Mstep: Class 32 contains 5020 members 
Mstep: Class 33 contains 12829 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 8275 members 
Mstep: Class 36 contains 6432 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3584 members 
Mstep: Class 39 contains 2242 members 
Mstep: Class 40 contains 2600 members 
Mstep: Class 41 contains 12343 members 
Mstep: Class 42 contains 4616 members 
Mstep: Class 43 contains 3716 members 
Mstep: Class 44 contains 4766 members 
Mstep: Class 45 contains 2374 members 
Mstep: Class 46 contains 4661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102288424.000000 Penalty: 161575.609375
Iteration 194Q: 47 clusters Score -1.022884e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7346 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 130298 members 
Mstep: Class 5 contains 27159 members 
Mstep: Class 6 contains 54448 members 
Mstep: Class 7 contains 27444 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 198470 members 
Mstep: Class 10 contains 9688 members 
Mstep: Class 11 contains 80678 members 
Mstep: Class 12 contains 24075 members 
Mstep: Class 13 contains 10564 members 
Mstep: Class 14 contains 2499 members 
Mstep: Class 15 contains 46434 members 
Mstep: Class 16 contains 3134 members 
Mstep: Class 17 contains 6685 members 
Mstep: Class 18 contains 206893 members 
Mstep: Class 19 contains 387455 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 6075 members 
Mstep: Class 22 contains 1266 members 
Mstep: Class 23 contains 28562 members 
Mstep: Class 24 contains 4781 members 
Mstep: Class 25 contains 6587 members 
Mstep: Class 26 contains 18236 members 
Mstep: Class 27 contains 13920 members 
Mstep: Class 28 contains 16901 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 8133 members 
Mstep: Class 31 contains 798 members 
Mstep: Class 32 contains 5024 members 
Mstep: Class 33 contains 12829 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 8276 members 
Mstep: Class 36 contains 6438 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3583 members 
Mstep: Class 39 contains 2243 members 
Mstep: Class 40 contains 2602 members 
Mstep: Class 41 contains 12342 members 
Mstep: Class 42 contains 4616 members 
Mstep: Class 43 contains 3716 members 
Mstep: Class 44 contains 4776 members 
Mstep: Class 45 contains 2374 members 
Mstep: Class 46 contains 4663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102288416.000000 Penalty: 161575.609375
Iteration 195Q: 47 clusters Score -1.022884e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7346 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 130293 members 
Mstep: Class 5 contains 27155 members 
Mstep: Class 6 contains 54447 members 
Mstep: Class 7 contains 27445 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 198467 members 
Mstep: Class 10 contains 9682 members 
Mstep: Class 11 contains 80675 members 
Mstep: Class 12 contains 24088 members 
Mstep: Class 13 contains 10567 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 46431 members 
Mstep: Class 16 contains 3134 members 
Mstep: Class 17 contains 6685 members 
Mstep: Class 18 contains 206893 members 
Mstep: Class 19 contains 387454 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 6079 members 
Mstep: Class 22 contains 1268 members 
Mstep: Class 23 contains 28561 members 
Mstep: Class 24 contains 4781 members 
Mstep: Class 25 contains 6568 members 
Mstep: Class 26 contains 18230 members 
Mstep: Class 27 contains 13921 members 
Mstep: Class 28 contains 16903 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 8131 members 
Mstep: Class 31 contains 798 members 
Mstep: Class 32 contains 5027 members 
Mstep: Class 33 contains 12831 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 8277 members 
Mstep: Class 36 contains 6443 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3584 members 
Mstep: Class 39 contains 2243 members 
Mstep: Class 40 contains 2608 members 
Mstep: Class 41 contains 12342 members 
Mstep: Class 42 contains 4615 members 
Mstep: Class 43 contains 3716 members 
Mstep: Class 44 contains 4782 members 
Mstep: Class 45 contains 2374 members 
Mstep: Class 46 contains 4667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102288416.000000 Penalty: 161575.609375
Iteration 196Q: 47 clusters Score -1.022884e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7346 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 130285 members 
Mstep: Class 5 contains 27142 members 
Mstep: Class 6 contains 54447 members 
Mstep: Class 7 contains 27448 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 198462 members 
Mstep: Class 10 contains 9681 members 
Mstep: Class 11 contains 80673 members 
Mstep: Class 12 contains 24102 members 
Mstep: Class 13 contains 10575 members 
Mstep: Class 14 contains 2499 members 
Mstep: Class 15 contains 46431 members 
Mstep: Class 16 contains 3134 members 
Mstep: Class 17 contains 6686 members 
Mstep: Class 18 contains 206891 members 
Mstep: Class 19 contains 387457 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 6086 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 28562 members 
Mstep: Class 24 contains 4781 members 
Mstep: Class 25 contains 6551 members 
Mstep: Class 26 contains 18223 members 
Mstep: Class 27 contains 13921 members 
Mstep: Class 28 contains 16903 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 8130 members 
Mstep: Class 31 contains 798 members 
Mstep: Class 32 contains 5027 members 
Mstep: Class 33 contains 12831 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 8278 members 
Mstep: Class 36 contains 6447 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3585 members 
Mstep: Class 39 contains 2243 members 
Mstep: Class 40 contains 2615 members 
Mstep: Class 41 contains 12342 members 
Mstep: Class 42 contains 4614 members 
Mstep: Class 43 contains 3716 members 
Mstep: Class 44 contains 4787 members 
Mstep: Class 45 contains 2374 members 
Mstep: Class 46 contains 4669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102288384.000000 Penalty: 161575.609375
Iteration 197Q: 47 clusters Score -1.022884e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 130279 members 
Mstep: Class 5 contains 27133 members 
Mstep: Class 6 contains 54455 members 
Mstep: Class 7 contains 27448 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 198467 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 80671 members 
Mstep: Class 12 contains 24110 members 
Mstep: Class 13 contains 10585 members 
Mstep: Class 14 contains 2497 members 
Mstep: Class 15 contains 46430 members 
Mstep: Class 16 contains 3134 members 
Mstep: Class 17 contains 6685 members 
Mstep: Class 18 contains 206889 members 
Mstep: Class 19 contains 387459 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 6089 members 
Mstep: Class 22 contains 1270 members 
Mstep: Class 23 contains 28562 members 
Mstep: Class 24 contains 4781 members 
Mstep: Class 25 contains 6533 members 
Mstep: Class 26 contains 18219 members 
Mstep: Class 27 contains 13921 members 
Mstep: Class 28 contains 16903 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 8130 members 
Mstep: Class 31 contains 798 members 
Mstep: Class 32 contains 5027 members 
Mstep: Class 33 contains 12830 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 8280 members 
Mstep: Class 36 contains 6446 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3585 members 
Mstep: Class 39 contains 2243 members 
Mstep: Class 40 contains 2618 members 
Mstep: Class 41 contains 12342 members 
Mstep: Class 42 contains 4614 members 
Mstep: Class 43 contains 3716 members 
Mstep: Class 44 contains 4791 members 
Mstep: Class 45 contains 2374 members 
Mstep: Class 46 contains 4671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102288328.000000 Penalty: 161575.609375
Iteration 198Q: 47 clusters Score -1.022883e+08 nChanged 122
Entering ConstructFrom: 
Score: -102288328.000000 Penalty: 161575.609375
Entering ConstructFrom: 
Trying to split cluster 1 (2150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Entering Unmasked Estep 
Score: -151017.812500 Penalty: 1902.959351
	Iteration 0F: 2 clusters Score -151017.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -148303.296875 Penalty: 3805.918701
	Iteration 0F: 3 clusters Score -148303.3 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -149060.921875 Penalty: 3805.918701
	Iteration 1F: 3 clusters Score -149060.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -149670.015625 Penalty: 3805.918701
	Iteration 2F: 3 clusters Score -149670 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -149993.828125 Penalty: 3805.918701
	Iteration 3F: 3 clusters Score -149993.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -150217.812500 Penalty: 3805.918701
	Iteration 4F: 3 clusters Score -150217.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -150370.515625 Penalty: 3805.918701
	Iteration 5F: 3 clusters Score -150370.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -150452.437500 Penalty: 3805.918701
	Iteration 6Q: 3 clusters Score -150452.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -150492.781250 Penalty: 3805.918701
	Iteration 7Q: 3 clusters Score -150492.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -150513.984375 Penalty: 3805.918701
	Iteration 8Q: 3 clusters Score -150514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -150524.234375 Penalty: 3805.918701
	Iteration 9Q: 3 clusters Score -150524.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -150536.593750 Penalty: 3805.918701
	Iteration 10Q: 3 clusters Score -150536.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -150552.046875 Penalty: 3805.918701
	Iteration 11Q: 3 clusters Score -150552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -150572.828125 Penalty: 3805.918701
	Iteration 12Q: 3 clusters Score -150572.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -150589.890625 Penalty: 3805.918701
	Iteration 13Q: 3 clusters Score -150589.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -150605.093750 Penalty: 3805.918701
	Iteration 14Q: 3 clusters Score -150605.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -150631.562500 Penalty: 3805.918701
	Iteration 15Q: 3 clusters Score -150631.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -150653.531250 Penalty: 3805.918701
	Iteration 16Q: 3 clusters Score -150653.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -150677.046875 Penalty: 3805.918701
	Iteration 17Q: 3 clusters Score -150677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -150699.875000 Penalty: 3805.918701
	Iteration 18Q: 3 clusters Score -150699.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -150718.078125 Penalty: 3805.918701
	Iteration 19Q: 3 clusters Score -150718.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -150727.015625 Penalty: 3805.918701
	Iteration 20F: 3 clusters Score -150727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -150735.937500 Penalty: 3805.918701
	Iteration 21Q: 3 clusters Score -150735.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -150738.812500 Penalty: 3805.918701
	Iteration 22Q: 3 clusters Score -150738.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -150738.812500 Penalty: 3805.918701
	Iteration 23F: 3 clusters Score -150738.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Entering Unmasked Estep 
Score: -570639.562500 Penalty: 2207.741455
	Iteration 0F: 2 clusters Score -570639.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -564668.687500 Penalty: 4415.482910
	Iteration 0F: 3 clusters Score -564668.7 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -566263.312500 Penalty: 4415.482910
	Iteration 1F: 3 clusters Score -566263.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -566537.875000 Penalty: 4415.482910
	Iteration 2F: 3 clusters Score -566537.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -566702.187500 Penalty: 4415.482910
	Iteration 3Q: 3 clusters Score -566702.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -566830.000000 Penalty: 4415.482910
	Iteration 4Q: 3 clusters Score -566830 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -566941.125000 Penalty: 4415.482910
	Iteration 5Q: 3 clusters Score -566941.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -567054.312500 Penalty: 4415.482910
	Iteration 6Q: 3 clusters Score -567054.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -567159.437500 Penalty: 4415.482910
	Iteration 7Q: 3 clusters Score -567159.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -567277.312500 Penalty: 4415.482910
	Iteration 8Q: 3 clusters Score -567277.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -567391.437500 Penalty: 4415.482910
	Iteration 9Q: 3 clusters Score -567391.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -567522.750000 Penalty: 4415.482910
	Iteration 10Q: 3 clusters Score -567522.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -567641.062500 Penalty: 4415.482910
	Iteration 11Q: 3 clusters Score -567641.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -567768.000000 Penalty: 4415.482910
	Iteration 12Q: 3 clusters Score -567768 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -567886.000000 Penalty: 4415.482910
	Iteration 13Q: 3 clusters Score -567886 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -568003.687500 Penalty: 4415.482910
	Iteration 14Q: 3 clusters Score -568003.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -568106.750000 Penalty: 4415.482910
	Iteration 15Q: 3 clusters Score -568106.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -568184.937500 Penalty: 4415.482910
	Iteration 16Q: 3 clusters Score -568184.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -568269.812500 Penalty: 4415.482910
	Iteration 17Q: 3 clusters Score -568269.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -568347.375000 Penalty: 4415.482910
	Iteration 18Q: 3 clusters Score -568347.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -568411.937500 Penalty: 4415.482910
	Iteration 19Q: 3 clusters Score -568411.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -568495.437500 Penalty: 4415.482910
	Iteration 20F: 3 clusters Score -568495.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -568569.625000 Penalty: 4415.482910
	Iteration 21Q: 3 clusters Score -568569.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -568625.812500 Penalty: 4415.482910
	Iteration 22Q: 3 clusters Score -568625.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -568672.312500 Penalty: 4415.482910
	Iteration 23Q: 3 clusters Score -568672.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -568724.500000 Penalty: 4415.482910
	Iteration 24Q: 3 clusters Score -568724.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -568759.312500 Penalty: 4415.482910
	Iteration 25Q: 3 clusters Score -568759.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -568789.187500 Penalty: 4415.482910
	Iteration 26Q: 3 clusters Score -568789.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -568829.312500 Penalty: 4415.482910
	Iteration 27Q: 3 clusters Score -568829.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -568852.000000 Penalty: 4415.482910
	Iteration 28Q: 3 clusters Score -568852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -568867.125000 Penalty: 4415.482910
	Iteration 29Q: 3 clusters Score -568867.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -568874.125000 Penalty: 4415.482910
	Iteration 30Q: 3 clusters Score -568874.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -568876.875000 Penalty: 4415.482910
	Iteration 31Q: 3 clusters Score -568876.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -568880.625000 Penalty: 4415.482910
	Iteration 32Q: 3 clusters Score -568880.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -568883.687500 Penalty: 4415.482910
	Iteration 33Q: 3 clusters Score -568883.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -568887.000000 Penalty: 4415.482910
	Iteration 34Q: 3 clusters Score -568887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -568887.125000 Penalty: 4415.482910
	Iteration 35Q: 3 clusters Score -568887.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -568887.312500 Penalty: 4415.482910
	Iteration 36Q: 3 clusters Score -568887.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -568887.687500 Penalty: 4415.482910
	Iteration 37Q: 3 clusters Score -568887.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -568889.125000 Penalty: 4415.482910
	Iteration 38Q: 3 clusters Score -568889.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -568890.000000 Penalty: 4415.482910
	Iteration 39Q: 3 clusters Score -568890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -568890.000000 Penalty: 4415.482910
	Iteration 40F: 3 clusters Score -568890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -106300.007812 Penalty: 1816.963501
	Iteration 0F: 2 clusters Score -106300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -103977.164062 Penalty: 3633.927002
	Iteration 0F: 3 clusters Score -103977.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -104349.539062 Penalty: 3633.927002
	Iteration 1F: 3 clusters Score -104349.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -104523.507812 Penalty: 3633.927002
	Iteration 2F: 3 clusters Score -104523.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -104664.273438 Penalty: 3633.927002
	Iteration 3F: 3 clusters Score -104664.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -104817.671875 Penalty: 3633.927002
	Iteration 4Q: 3 clusters Score -104817.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -105019.648438 Penalty: 3633.927002
	Iteration 5Q: 3 clusters Score -105019.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -105141.851562 Penalty: 3633.927002
	Iteration 6Q: 3 clusters Score -105141.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -105208.484375 Penalty: 3633.927002
	Iteration 7Q: 3 clusters Score -105208.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -105271.070312 Penalty: 3633.927002
	Iteration 8Q: 3 clusters Score -105271.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -105318.468750 Penalty: 3633.927002
	Iteration 9Q: 3 clusters Score -105318.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -105369.656250 Penalty: 3633.927002
	Iteration 10Q: 3 clusters Score -105369.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -105432.507812 Penalty: 3633.927002
	Iteration 11Q: 3 clusters Score -105432.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -105475.625000 Penalty: 3633.927002
	Iteration 12Q: 3 clusters Score -105475.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -105505.906250 Penalty: 3633.927002
	Iteration 13Q: 3 clusters Score -105505.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -105533.500000 Penalty: 3633.927002
	Iteration 14Q: 3 clusters Score -105533.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -105562.687500 Penalty: 3633.927002
	Iteration 15Q: 3 clusters Score -105562.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -105580.226562 Penalty: 3633.927002
	Iteration 16Q: 3 clusters Score -105580.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -105586.242188 Penalty: 3633.927002
	Iteration 17Q: 3 clusters Score -105586.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -105589.710938 Penalty: 3633.927002
	Iteration 18Q: 3 clusters Score -105589.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -105595.710938 Penalty: 3633.927002
	Iteration 19Q: 3 clusters Score -105595.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -105612.484375 Penalty: 3633.927002
	Iteration 20F: 3 clusters Score -105612.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -105630.726562 Penalty: 3633.927002
	Iteration 21Q: 3 clusters Score -105630.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -105640.296875 Penalty: 3633.927002
	Iteration 22Q: 3 clusters Score -105640.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -105649.656250 Penalty: 3633.927002
	Iteration 23Q: 3 clusters Score -105649.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -105659.554688 Penalty: 3633.927002
	Iteration 24Q: 3 clusters Score -105659.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -105674.437500 Penalty: 3633.927002
	Iteration 25Q: 3 clusters Score -105674.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -105682.531250 Penalty: 3633.927002
	Iteration 26Q: 3 clusters Score -105682.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -105690.101562 Penalty: 3633.927002
	Iteration 27Q: 3 clusters Score -105690.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -105692.757812 Penalty: 3633.927002
	Iteration 28Q: 3 clusters Score -105692.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -105692.757812 Penalty: 3633.927002
	Iteration 29F: 3 clusters Score -105692.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (130279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130279 members 
Entering Unmasked Estep 
Score: -9953643.000000 Penalty: 2920.803467
	Iteration 0F: 2 clusters Score -9953643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65029 members 
Mstep: Class 2 contains 65250 members 
Entering Unmasked Estep 
Score: -9866125.000000 Penalty: 5841.606934
	Iteration 0F: 3 clusters Score -9866125 nChanged 62122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63299 members 
Mstep: Class 2 contains 66980 members 
Entering Unmasked Estep 
Score: -9901789.000000 Penalty: 5841.606934
	Iteration 1F: 3 clusters Score -9901789 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62027 members 
Mstep: Class 2 contains 68252 members 
Entering Unmasked Estep 
Score: -9902741.000000 Penalty: 5841.606934
	Iteration 2Q: 3 clusters Score -9902741 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59902 members 
Mstep: Class 2 contains 70377 members 
Entering Unmasked Estep 
Score: -9904052.000000 Penalty: 5841.606934
	Iteration 3Q: 3 clusters Score -9904052 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 73813 members 
Entering Unmasked Estep 
Score: -9906074.000000 Penalty: 5841.606934
	Iteration 4Q: 3 clusters Score -9906074 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51416 members 
Mstep: Class 2 contains 78863 members 
Entering Unmasked Estep 
Score: -9909331.000000 Penalty: 5841.606934
	Iteration 5F: 3 clusters Score -9909331 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 85849 members 
Entering Unmasked Estep 
Score: -9914459.000000 Penalty: 5841.606934
	Iteration 6F: 3 clusters Score -9914459 nChanged 9511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 94138 members 
Entering Unmasked Estep 
Score: -9921072.000000 Penalty: 5841.606934
	Iteration 7F: 3 clusters Score -9921072 nChanged 9516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 102836 members 
Entering Unmasked Estep 
Score: -9928308.000000 Penalty: 5841.606934
	Iteration 8F: 3 clusters Score -9928308 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 110869 members 
Entering Unmasked Estep 
Score: -9935086.000000 Penalty: 5841.606934
	Iteration 9F: 3 clusters Score -9935086 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 117417 members 
Entering Unmasked Estep 
Score: -9940483.000000 Penalty: 5841.606934
	Iteration 10F: 3 clusters Score -9940483 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 122330 members 
Entering Unmasked Estep 
Score: -9944565.000000 Penalty: 5841.606934
	Iteration 11Q: 3 clusters Score -9944565 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 125754 members 
Entering Unmasked Estep 
Score: -9947527.000000 Penalty: 5841.606934
	Iteration 12Q: 3 clusters Score -9947527 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 127755 members 
Entering Unmasked Estep 
Score: -9949273.000000 Penalty: 5841.606934
	Iteration 13Q: 3 clusters Score -9949273 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 128824 members 
Entering Unmasked Estep 
Score: -9950144.000000 Penalty: 5841.606934
	Iteration 14Q: 3 clusters Score -9950144 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 129321 members 
Entering Unmasked Estep 
Score: -9950559.000000 Penalty: 5841.606934
	Iteration 15Q: 3 clusters Score -9950559 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 129566 members 
Entering Unmasked Estep 
Score: -9950796.000000 Penalty: 5841.606934
	Iteration 16Q: 3 clusters Score -9950796 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 129674 members 
Entering Unmasked Estep 
Score: -9950913.000000 Penalty: 5841.606934
	Iteration 17Q: 3 clusters Score -9950913 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 129741 members 
Entering Unmasked Estep 
Score: -9950979.000000 Penalty: 5841.606934
	Iteration 18Q: 3 clusters Score -9950979 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 129762 members 
Entering Unmasked Estep 
Score: -9951015.000000 Penalty: 5841.606934
	Iteration 19Q: 3 clusters Score -9951015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 129787 members 
Entering Unmasked Estep 
Score: -9951056.000000 Penalty: 5841.606934
	Iteration 20F: 3 clusters Score -9951056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 129812 members 
Entering Unmasked Estep 
Score: -9951074.000000 Penalty: 5841.606934
	Iteration 21Q: 3 clusters Score -9951074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 129825 members 
Entering Unmasked Estep 
Score: -9951084.000000 Penalty: 5841.606934
	Iteration 22Q: 3 clusters Score -9951084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 129842 members 
Entering Unmasked Estep 
Score: -9951110.000000 Penalty: 5841.606934
	Iteration 23Q: 3 clusters Score -9951110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 129847 members 
Entering Unmasked Estep 
Score: -9951112.000000 Penalty: 5841.606934
	Iteration 24Q: 3 clusters Score -9951112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 129848 members 
Entering Unmasked Estep 
Score: -9951108.000000 Penalty: 5841.606934
	Iteration 25Q: 3 clusters Score -9951108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 129849 members 
Entering Unmasked Estep 
Score: -9951116.000000 Penalty: 5841.606934
	Iteration 26Q: 3 clusters Score -9951116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 129855 members 
Entering Unmasked Estep 
Score: -9951115.000000 Penalty: 5841.606934
	Iteration 27Q: 3 clusters Score -9951115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 129859 members 
Entering Unmasked Estep 
Score: -9951117.000000 Penalty: 5841.606934
	Iteration 28Q: 3 clusters Score -9951117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 129864 members 
Entering Unmasked Estep 
Score: -9951122.000000 Penalty: 5841.606934
	Iteration 29Q: 3 clusters Score -9951122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 129868 members 
Entering Unmasked Estep 
Score: -9951124.000000 Penalty: 5841.606934
	Iteration 30Q: 3 clusters Score -9951124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 129867 members 
Entering Unmasked Estep 
Score: -9951126.000000 Penalty: 5841.606934
	Iteration 31Q: 3 clusters Score -9951126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 129867 members 
Entering Unmasked Estep 
Score: -9951130.000000 Penalty: 5841.606934
	Iteration 32Q: 3 clusters Score -9951130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 129867 members 
Entering Unmasked Estep 
Score: -9951134.000000 Penalty: 5841.606934
	Iteration 33Q: 3 clusters Score -9951134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 129867 members 
Entering Unmasked Estep 
Score: -9951134.000000 Penalty: 5841.606934
	Iteration 34F: 3 clusters Score -9951134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Entering Unmasked Estep 
Score: -2184210.250000 Penalty: 2531.627197
	Iteration 0F: 2 clusters Score -2184210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2165510.500000 Penalty: 5063.254395
	Iteration 0F: 3 clusters Score -2165510 nChanged 12134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2172010.000000 Penalty: 5063.254395
	Iteration 1F: 3 clusters Score -2172010 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2172475.000000 Penalty: 5063.254395
	Iteration 2Q: 3 clusters Score -2172475 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2172870.750000 Penalty: 5063.254395
	Iteration 3Q: 3 clusters Score -2172871 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2173231.500000 Penalty: 5063.254395
	Iteration 4Q: 3 clusters Score -2173232 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2173576.500000 Penalty: 5063.254395
	Iteration 5Q: 3 clusters Score -2173576 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2173942.250000 Penalty: 5063.254395
	Iteration 6Q: 3 clusters Score -2173942 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2174340.250000 Penalty: 5063.254395
	Iteration 7Q: 3 clusters Score -2174340 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2174788.750000 Penalty: 5063.254395
	Iteration 8Q: 3 clusters Score -2174789 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2175365.000000 Penalty: 5063.254395
	Iteration 9Q: 3 clusters Score -2175365 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2175998.250000 Penalty: 5063.254395
	Iteration 10Q: 3 clusters Score -2175998 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2176734.250000 Penalty: 5063.254395
	Iteration 11Q: 3 clusters Score -2176734 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2177693.250000 Penalty: 5063.254395
	Iteration 12Q: 3 clusters Score -2177693 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2178821.000000 Penalty: 5063.254395
	Iteration 13F: 3 clusters Score -2178821 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2179702.500000 Penalty: 5063.254395
	Iteration 14Q: 3 clusters Score -2179702 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2180308.750000 Penalty: 5063.254395
	Iteration 15Q: 3 clusters Score -2180309 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2180699.500000 Penalty: 5063.254395
	Iteration 16Q: 3 clusters Score -2180700 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2180971.750000 Penalty: 5063.254395
	Iteration 17Q: 3 clusters Score -2180972 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2181171.000000 Penalty: 5063.254395
	Iteration 18Q: 3 clusters Score -2181171 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2181347.500000 Penalty: 5063.254395
	Iteration 19Q: 3 clusters Score -2181348 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -2181486.250000 Penalty: 5063.254395
	Iteration 20F: 3 clusters Score -2181486 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2181577.000000 Penalty: 5063.254395
	Iteration 21Q: 3 clusters Score -2181577 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2181650 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2181722 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2181769 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2181818 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2181859 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2181891.500000 Penalty: 5063.254395
	Iteration 27Q: 3 clusters Score -2181892 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2181924.500000 Penalty: 5063.254395
	Iteration 28Q: 3 clusters Score -2181924 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2181945.500000 Penalty: 5063.254395
	Iteration 29Q: 3 clusters Score -2181946 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2181973.250000 Penalty: 5063.254395
	Iteration 30Q: 3 clusters Score -2181973 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2181986.500000 Penalty: 5063.254395
	Iteration 31Q: 3 clusters Score -2181986 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2182012.750000 Penalty: 5063.254395
	Iteration 32Q: 3 clusters Score -2182013 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2182028.500000 Penalty: 5063.254395
	Iteration 33Q: 3 clusters Score -2182028 nChanged 69
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Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2182048.750000 Penalty: 5063.254395
	Iteration 34Q: 3 clusters Score -2182049 nChanged 76
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Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2182061 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2182074.750000 Penalty: 5063.254395
	Iteration 36Q: 3 clusters Score -2182075 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2182088.000000 Penalty: 5063.254395
	Iteration 37Q: 3 clusters Score -2182088 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2182102.000000 Penalty: 5063.254395
	Iteration 38Q: 3 clusters Score -2182102 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2182109.750000 Penalty: 5063.254395
	Iteration 39Q: 3 clusters Score -2182110 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2182118.250000 Penalty: 5063.254395
	Iteration 40F: 3 clusters Score -2182118 nChanged 45
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Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2182131.500000 Penalty: 5063.254395
	Iteration 41Q: 3 clusters Score -2182132 nChanged 43
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Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2182140.500000 Penalty: 5063.254395
	Iteration 42Q: 3 clusters Score -2182140 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2182144.500000 Penalty: 5063.254395
	Iteration 43Q: 3 clusters Score -2182144 nChanged 37
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Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2182159 nChanged 38
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Mstep: Class 1 contains 24299 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2182160 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2182161.750000 Penalty: 5063.254395
	Iteration 46Q: 3 clusters Score -2182162 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2182170.000000 Penalty: 5063.254395
	Iteration 47Q: 3 clusters Score -2182170 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2182176.500000 Penalty: 5063.254395
	Iteration 48Q: 3 clusters Score -2182176 nChanged 43
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Mstep: Class 1 contains 24440 members 
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Entering Unmasked Estep 
Score: -2182186.000000 Penalty: 5063.254395
	Iteration 49Q: 3 clusters Score -2182186 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2182190.500000 Penalty: 5063.254395
	Iteration 50Q: 3 clusters Score -2182190 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24514 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2182200 nChanged 49
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Mstep: Class 1 contains 24563 members 
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Entering Unmasked Estep 
Score: -2182213.500000 Penalty: 5063.254395
	Iteration 52Q: 3 clusters Score -2182214 nChanged 43
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Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2182225.250000 Penalty: 5063.254395
	Iteration 53Q: 3 clusters Score -2182225 nChanged 37
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Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2182231.750000 Penalty: 5063.254395
	Iteration 54Q: 3 clusters Score -2182232 nChanged 38
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Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2182242.000000 Penalty: 5063.254395
	Iteration 55Q: 3 clusters Score -2182242 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2182250 nChanged 29
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Mstep: Class 1 contains 24738 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2182251 nChanged 24
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Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2182255.500000 Penalty: 5063.254395
	Iteration 58Q: 3 clusters Score -2182256 nChanged 18
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Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2182260 nChanged 22
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Mstep: Class 1 contains 24800 members 
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Entering Unmasked Estep 
Score: -2182267.500000 Penalty: 5063.254395
	Iteration 60F: 3 clusters Score -2182268 nChanged 19
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Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2182269 nChanged 13
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Mstep: Class 1 contains 24832 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2182267 nChanged 12
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Mstep: Class 1 contains 24844 members 
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	Iteration 63Q: 3 clusters Score -2182268 nChanged 15
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Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2182272.000000 Penalty: 5063.254395
	Iteration 64Q: 3 clusters Score -2182272 nChanged 10
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Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2182272 nChanged 6
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Mstep: Class 1 contains 24875 members 
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Entering Unmasked Estep 
Score: -2182274.000000 Penalty: 5063.254395
	Iteration 66Q: 3 clusters Score -2182274 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24883 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2182276 nChanged 11
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Mstep: Class 1 contains 24894 members 
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Entering Unmasked Estep 
Score: -2182280.500000 Penalty: 5063.254395
	Iteration 68Q: 3 clusters Score -2182280 nChanged 11
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Mstep: Class 1 contains 24905 members 
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Entering Unmasked Estep 
Score: -2182285.000000 Penalty: 5063.254395
	Iteration 69Q: 3 clusters Score -2182285 nChanged 14
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Entering Unmasked Estep 
Score: -2182286.250000 Penalty: 5063.254395
	Iteration 70Q: 3 clusters Score -2182286 nChanged 19
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Mstep: Class 1 contains 24938 members 
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Entering Unmasked Estep 
Score: -2182289.000000 Penalty: 5063.254395
	Iteration 71Q: 3 clusters Score -2182289 nChanged 13
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Mstep: Class 1 contains 24951 members 
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Entering Unmasked Estep 
Score: -2182293.500000 Penalty: 5063.254395
	Iteration 72Q: 3 clusters Score -2182294 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24958 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2182294 nChanged 7
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2182291 nChanged 10
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2182292 nChanged 11
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	Iteration 76Q: 3 clusters Score -2182294 nChanged 7
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Mstep: Class 1 contains 24993 members 
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	Iteration 77Q: 3 clusters Score -2182294 nChanged 9
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2182297 nChanged 10
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Mstep: Class 1 contains 25012 members 
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Entering Unmasked Estep 
Score: -2182301.750000 Penalty: 5063.254395
	Iteration 79Q: 3 clusters Score -2182302 nChanged 9
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Mstep: Class 1 contains 25021 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2182305 nChanged 5
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Mstep: Class 1 contains 25026 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2182307 nChanged 4
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	Iteration 82Q: 3 clusters Score -2182308 nChanged 4
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	Iteration 83Q: 3 clusters Score -2182308 nChanged 4
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2182308 nChanged 5
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Mstep: Class 1 contains 25043 members 
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	Iteration 85Q: 3 clusters Score -2182308 nChanged 3
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	Iteration 86Q: 3 clusters Score -2182306 nChanged 4
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Mstep: Class 1 contains 25050 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2182304 nChanged 6
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	Iteration 88Q: 3 clusters Score -2182307 nChanged 6
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	Iteration 89Q: 3 clusters Score -2182307 nChanged 8
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Mstep: Class 1 contains 25070 members 
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	Iteration 90Q: 3 clusters Score -2182310 nChanged 6
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2182309 nChanged 9
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Mstep: Class 1 contains 25085 members 
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	Iteration 92Q: 3 clusters Score -2182306 nChanged 16
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Mstep: Class 1 contains 25101 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2182310 nChanged 8
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Mstep: Class 1 contains 25109 members 
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Entering Unmasked Estep 
Score: -2182312.750000 Penalty: 5063.254395
	Iteration 94Q: 3 clusters Score -2182313 nChanged 5
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Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2182316.250000 Penalty: 5063.254395
	Iteration 95Q: 3 clusters Score -2182316 nChanged 4
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Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2182320.250000 Penalty: 5063.254395
	Iteration 96Q: 3 clusters Score -2182320 nChanged 12
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Mstep: Class 1 contains 25130 members 
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Entering Unmasked Estep 
Score: -2182322.500000 Penalty: 5063.254395
	Iteration 97Q: 3 clusters Score -2182322 nChanged 11
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Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2182325.500000 Penalty: 5063.254395
	Iteration 98Q: 3 clusters Score -2182326 nChanged 11
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Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2182330.500000 Penalty: 5063.254395
	Iteration 99Q: 3 clusters Score -2182330 nChanged 11
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Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2182326.500000 Penalty: 5063.254395
	Iteration 100F: 3 clusters Score -2182326 nChanged 13
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Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2182326 nChanged 18
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Entering Unmasked Estep 
Score: -2182334.250000 Penalty: 5063.254395
	Iteration 102Q: 3 clusters Score -2182334 nChanged 18
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Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2182336 nChanged 18
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Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2182346.000000 Penalty: 5063.254395
	Iteration 104Q: 3 clusters Score -2182346 nChanged 23
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2182355 nChanged 20
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	Iteration 106Q: 3 clusters Score -2182355 nChanged 15
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	Iteration 107Q: 3 clusters Score -2182355 nChanged 10
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2182358 nChanged 6
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	Iteration 109Q: 3 clusters Score -2182359 nChanged 7
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	Iteration 110Q: 3 clusters Score -2182360 nChanged 9
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	Iteration 111Q: 3 clusters Score -2182364 nChanged 13
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	Iteration 112Q: 3 clusters Score -2182369 nChanged 12
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	Iteration 113Q: 3 clusters Score -2182368 nChanged 8
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Entering Unmasked Estep 
Score: -2182370.250000 Penalty: 5063.254395
	Iteration 114Q: 3 clusters Score -2182370 nChanged 8
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2182371 nChanged 9
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Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2182374.250000 Penalty: 5063.254395
	Iteration 116Q: 3 clusters Score -2182374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2182375.500000 Penalty: 5063.254395
	Iteration 117Q: 3 clusters Score -2182376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2182377.500000 Penalty: 5063.254395
	Iteration 118Q: 3 clusters Score -2182378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2182380.000000 Penalty: 5063.254395
	Iteration 119Q: 3 clusters Score -2182380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2182387.250000 Penalty: 5063.254395
	Iteration 120F: 3 clusters Score -2182387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2182384.000000 Penalty: 5063.254395
	Iteration 121Q: 3 clusters Score -2182384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2182383.500000 Penalty: 5063.254395
	Iteration 122Q: 3 clusters Score -2182384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2182382.250000 Penalty: 5063.254395
	Iteration 123Q: 3 clusters Score -2182382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2182384.750000 Penalty: 5063.254395
	Iteration 124Q: 3 clusters Score -2182385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2182384.750000 Penalty: 5063.254395
	Iteration 125F: 3 clusters Score -2182385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Entering Unmasked Estep 
Score: -4167626.000000 Penalty: 2704.463135
	Iteration 0F: 2 clusters Score -4167626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -4130943.000000 Penalty: 5408.926270
	Iteration 0F: 3 clusters Score -4130943 nChanged 25354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -4145194.250000 Penalty: 5408.926270
	Iteration 1F: 3 clusters Score -4145194 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -4145900.000000 Penalty: 5408.926270
	Iteration 2Q: 3 clusters Score -4145900 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -4146657.500000 Penalty: 5408.926270
	Iteration 3Q: 3 clusters Score -4146658 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -4147742.000000 Penalty: 5408.926270
	Iteration 4Q: 3 clusters Score -4147742 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -4149255.750000 Penalty: 5408.926270
	Iteration 5F: 3 clusters Score -4149256 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -4151415.250000 Penalty: 5408.926270
	Iteration 6F: 3 clusters Score -4151415 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -4154290.250000 Penalty: 5408.926270
	Iteration 7F: 3 clusters Score -4154290 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -4157515.000000 Penalty: 5408.926270
	Iteration 8F: 3 clusters Score -4157515 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -4160273.500000 Penalty: 5408.926270
	Iteration 9F: 3 clusters Score -4160274 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -4162093.500000 Penalty: 5408.926270
	Iteration 10Q: 3 clusters Score -4162094 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -4163269.750000 Penalty: 5408.926270
	Iteration 11Q: 3 clusters Score -4163270 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -4163967.000000 Penalty: 5408.926270
	Iteration 12Q: 3 clusters Score -4163967 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -4164412.000000 Penalty: 5408.926270
	Iteration 13Q: 3 clusters Score -4164412 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52478 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4164684.250000 Penalty: 5408.926270
	Iteration 14Q: 3 clusters Score -4164684 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4164891.250000 Penalty: 5408.926270
	Iteration 15Q: 3 clusters Score -4164891 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4165015.000000 Penalty: 5408.926270
	Iteration 16Q: 3 clusters Score -4165015 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4165079.000000 Penalty: 5408.926270
	Iteration 17Q: 3 clusters Score -4165079 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53244 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4165127.500000 Penalty: 5408.926270
	Iteration 18Q: 3 clusters Score -4165128 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53317 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4165158.250000 Penalty: 5408.926270
	Iteration 19Q: 3 clusters Score -4165158 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53375 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4165194.500000 Penalty: 5408.926270
	Iteration 20F: 3 clusters Score -4165194 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53421 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4165225.750000 Penalty: 5408.926270
	Iteration 21Q: 3 clusters Score -4165226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53461 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4165245.000000 Penalty: 5408.926270
	Iteration 22Q: 3 clusters Score -4165245 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4165263.000000 Penalty: 5408.926270
	Iteration 23Q: 3 clusters Score -4165263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53513 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4165280.500000 Penalty: 5408.926270
	Iteration 24Q: 3 clusters Score -4165280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53539 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4165301.000000 Penalty: 5408.926270
	Iteration 25Q: 3 clusters Score -4165301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4165314.000000 Penalty: 5408.926270
	Iteration 26Q: 3 clusters Score -4165314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4165327.000000 Penalty: 5408.926270
	Iteration 27Q: 3 clusters Score -4165327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53596 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4165334.250000 Penalty: 5408.926270
	Iteration 28Q: 3 clusters Score -4165334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4165336.000000 Penalty: 5408.926270
	Iteration 29Q: 3 clusters Score -4165336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4165338.000000 Penalty: 5408.926270
	Iteration 30Q: 3 clusters Score -4165338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4165339.000000 Penalty: 5408.926270
	Iteration 31Q: 3 clusters Score -4165339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53612 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4165342.750000 Penalty: 5408.926270
	Iteration 32Q: 3 clusters Score -4165343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53612 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4165342.500000 Penalty: 5408.926270
	Iteration 33Q: 3 clusters Score -4165342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53615 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4165344.250000 Penalty: 5408.926270
	Iteration 34Q: 3 clusters Score -4165344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4165341.500000 Penalty: 5408.926270
	Iteration 35Q: 3 clusters Score -4165342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53621 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4165344.500000 Penalty: 5408.926270
	Iteration 36Q: 3 clusters Score -4165344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4165346.250000 Penalty: 5408.926270
	Iteration 37Q: 3 clusters Score -4165346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4165351.500000 Penalty: 5408.926270
	Iteration 38Q: 3 clusters Score -4165352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4165358.750000 Penalty: 5408.926270
	Iteration 39Q: 3 clusters Score -4165359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53648 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4165360.000000 Penalty: 5408.926270
	Iteration 40F: 3 clusters Score -4165360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4165365.750000 Penalty: 5408.926270
	Iteration 41Q: 3 clusters Score -4165366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53657 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4165366.500000 Penalty: 5408.926270
	Iteration 42Q: 3 clusters Score -4165366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4165363.750000 Penalty: 5408.926270
	Iteration 43Q: 3 clusters Score -4165364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4165363.750000 Penalty: 5408.926270
	Iteration 44F: 3 clusters Score -4165364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Entering Unmasked Estep 
Score: -1813278.250000 Penalty: 2534.535889
	Iteration 0F: 2 clusters Score -1813278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1794449.875000 Penalty: 5069.071777
	Iteration 0F: 3 clusters Score -1794450 nChanged 12274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1801492.125000 Penalty: 5069.071777
	Iteration 1F: 3 clusters Score -1801492 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1802253.875000 Penalty: 5069.071777
	Iteration 2F: 3 clusters Score -1802254 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -1803093.875000 Penalty: 5069.071777
	Iteration 3F: 3 clusters Score -1803094 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -1804043.125000 Penalty: 5069.071777
	Iteration 4F: 3 clusters Score -1804043 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -1805010.000000 Penalty: 5069.071777
	Iteration 5F: 3 clusters Score -1805010 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -1806005.375000 Penalty: 5069.071777
	Iteration 6F: 3 clusters Score -1806005 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -1807021.125000 Penalty: 5069.071777
	Iteration 7F: 3 clusters Score -1807021 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -1807997.000000 Penalty: 5069.071777
	Iteration 8Q: 3 clusters Score -1807997 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -1808802.875000 Penalty: 5069.071777
	Iteration 9Q: 3 clusters Score -1808803 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -1809372.250000 Penalty: 5069.071777
	Iteration 10Q: 3 clusters Score -1809372 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -1809833.750000 Penalty: 5069.071777
	Iteration 11Q: 3 clusters Score -1809834 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -1810162.750000 Penalty: 5069.071777
	Iteration 12Q: 3 clusters Score -1810163 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -1810416.625000 Penalty: 5069.071777
	Iteration 13Q: 3 clusters Score -1810417 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -1810589.500000 Penalty: 5069.071777
	Iteration 14Q: 3 clusters Score -1810590 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -1810714.500000 Penalty: 5069.071777
	Iteration 15Q: 3 clusters Score -1810714 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -1810799.500000 Penalty: 5069.071777
	Iteration 16Q: 3 clusters Score -1810800 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -1810876.375000 Penalty: 5069.071777
	Iteration 17Q: 3 clusters Score -1810876 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -1810945.875000 Penalty: 5069.071777
	Iteration 18Q: 3 clusters Score -1810946 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -1810990.250000 Penalty: 5069.071777
	Iteration 19Q: 3 clusters Score -1810990 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -1811017.250000 Penalty: 5069.071777
	Iteration 20F: 3 clusters Score -1811017 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -1811046.125000 Penalty: 5069.071777
	Iteration 21Q: 3 clusters Score -1811046 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -1811074.750000 Penalty: 5069.071777
	Iteration 22Q: 3 clusters Score -1811075 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -1811087.875000 Penalty: 5069.071777
	Iteration 23Q: 3 clusters Score -1811088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -1811103.375000 Penalty: 5069.071777
	Iteration 24Q: 3 clusters Score -1811103 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -1811118.125000 Penalty: 5069.071777
	Iteration 25Q: 3 clusters Score -1811118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -1811126.000000 Penalty: 5069.071777
	Iteration 26Q: 3 clusters Score -1811126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -1811129.625000 Penalty: 5069.071777
	Iteration 27Q: 3 clusters Score -1811130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -1811134.000000 Penalty: 5069.071777
	Iteration 28Q: 3 clusters Score -1811134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -1811142.875000 Penalty: 5069.071777
	Iteration 29Q: 3 clusters Score -1811143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -1811146.875000 Penalty: 5069.071777
	Iteration 30Q: 3 clusters Score -1811147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -1811146.750000 Penalty: 5069.071777
	Iteration 31Q: 3 clusters Score -1811147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -1811151.500000 Penalty: 5069.071777
	Iteration 32Q: 3 clusters Score -1811152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -1811158.125000 Penalty: 5069.071777
	Iteration 33Q: 3 clusters Score -1811158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -1811159.625000 Penalty: 5069.071777
	Iteration 34Q: 3 clusters Score -1811160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -1811161.500000 Penalty: 5069.071777
	Iteration 35Q: 3 clusters Score -1811162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -1811163.250000 Penalty: 5069.071777
	Iteration 36Q: 3 clusters Score -1811163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -1811166.250000 Penalty: 5069.071777
	Iteration 37Q: 3 clusters Score -1811166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -1811166.875000 Penalty: 5069.071777
	Iteration 38Q: 3 clusters Score -1811167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -1811166.750000 Penalty: 5069.071777
	Iteration 39Q: 3 clusters Score -1811167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -1811168.125000 Penalty: 5069.071777
	Iteration 40F: 3 clusters Score -1811168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -1811169.750000 Penalty: 5069.071777
	Iteration 41Q: 3 clusters Score -1811170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -1811166.750000 Penalty: 5069.071777
	Iteration 42Q: 3 clusters Score -1811167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -1811169.375000 Penalty: 5069.071777
	Iteration 43Q: 3 clusters Score -1811169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -1811171.375000 Penalty: 5069.071777
	Iteration 44Q: 3 clusters Score -1811171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -1811173.875000 Penalty: 5069.071777
	Iteration 45Q: 3 clusters Score -1811174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -1811173.875000 Penalty: 5069.071777
	Iteration 46F: 3 clusters Score -1811174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Entering Unmasked Estep 
Score: -191253.015625 Penalty: 2015.083008
	Iteration 0F: 2 clusters Score -191253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -187752.859375 Penalty: 4030.166016
	Iteration 0F: 3 clusters Score -187752.9 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -188711.531250 Penalty: 4030.166016
	Iteration 1F: 3 clusters Score -188711.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -189041.609375 Penalty: 4030.166016
	Iteration 2F: 3 clusters Score -189041.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -189335.875000 Penalty: 4030.166016
	Iteration 3F: 3 clusters Score -189335.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -189559.625000 Penalty: 4030.166016
	Iteration 4F: 3 clusters Score -189559.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -189771.890625 Penalty: 4030.166016
	Iteration 5F: 3 clusters Score -189771.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -189930.953125 Penalty: 4030.166016
	Iteration 6Q: 3 clusters Score -189931 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -190047.406250 Penalty: 4030.166016
	Iteration 7Q: 3 clusters Score -190047.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -190159.171875 Penalty: 4030.166016
	Iteration 8Q: 3 clusters Score -190159.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -190267.234375 Penalty: 4030.166016
	Iteration 9Q: 3 clusters Score -190267.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -190402.828125 Penalty: 4030.166016
	Iteration 10Q: 3 clusters Score -190402.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -190483.796875 Penalty: 4030.166016
	Iteration 11Q: 3 clusters Score -190483.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -190533.312500 Penalty: 4030.166016
	Iteration 12Q: 3 clusters Score -190533.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -190561.812500 Penalty: 4030.166016
	Iteration 13Q: 3 clusters Score -190561.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -190596.062500 Penalty: 4030.166016
	Iteration 14Q: 3 clusters Score -190596.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -190617.546875 Penalty: 4030.166016
	Iteration 15Q: 3 clusters Score -190617.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -190627.890625 Penalty: 4030.166016
	Iteration 16Q: 3 clusters Score -190627.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -190636.500000 Penalty: 4030.166016
	Iteration 17Q: 3 clusters Score -190636.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -190643.515625 Penalty: 4030.166016
	Iteration 18Q: 3 clusters Score -190643.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -190653.109375 Penalty: 4030.166016
	Iteration 19Q: 3 clusters Score -190653.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -190663.796875 Penalty: 4030.166016
	Iteration 20F: 3 clusters Score -190663.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -190672.250000 Penalty: 4030.166016
	Iteration 21Q: 3 clusters Score -190672.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -190676.531250 Penalty: 4030.166016
	Iteration 22Q: 3 clusters Score -190676.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -190678.734375 Penalty: 4030.166016
	Iteration 23Q: 3 clusters Score -190678.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -190680.765625 Penalty: 4030.166016
	Iteration 24Q: 3 clusters Score -190680.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -190681.937500 Penalty: 4030.166016
	Iteration 25Q: 3 clusters Score -190681.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -190682.750000 Penalty: 4030.166016
	Iteration 26Q: 3 clusters Score -190682.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -190682.750000 Penalty: 4030.166016
	Iteration 27F: 3 clusters Score -190682.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (198471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198471 members 
Entering Unmasked Estep 
Score: -15287701.000000 Penalty: 3025.202881
	Iteration 0F: 2 clusters Score -1.52877e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99526 members 
Mstep: Class 2 contains 98945 members 
Entering Unmasked Estep 
Score: -15155138.000000 Penalty: 6050.405762
	Iteration 0F: 3 clusters Score -1.515514e+07 nChanged 95451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103819 members 
Mstep: Class 2 contains 94652 members 
Entering Unmasked Estep 
Score: -15210509.000000 Penalty: 6050.405762
	Iteration 1F: 3 clusters Score -1.521051e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106759 members 
Mstep: Class 2 contains 91712 members 
Entering Unmasked Estep 
Score: -15211588.000000 Penalty: 6050.405762
	Iteration 2Q: 3 clusters Score -1.521159e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111266 members 
Mstep: Class 2 contains 87205 members 
Entering Unmasked Estep 
Score: -15213062.000000 Penalty: 6050.405762
	Iteration 3Q: 3 clusters Score -1.521306e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118224 members 
Mstep: Class 2 contains 80247 members 
Entering Unmasked Estep 
Score: -15215724.000000 Penalty: 6050.405762
	Iteration 4Q: 3 clusters Score -1.521572e+07 nChanged 10538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128612 members 
Mstep: Class 2 contains 69859 members 
Entering Unmasked Estep 
Score: -15221158.000000 Penalty: 6050.405762
	Iteration 5F: 3 clusters Score -1.522116e+07 nChanged 14767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143361 members 
Mstep: Class 2 contains 55110 members 
Entering Unmasked Estep 
Score: -15231337.000000 Penalty: 6050.405762
	Iteration 6F: 3 clusters Score -1.523134e+07 nChanged 18699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162058 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -15248045.000000 Penalty: 6050.405762
	Iteration 7F: 3 clusters Score -1.524804e+07 nChanged 18653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180711 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -15267106.000000 Penalty: 6050.405762
	Iteration 8F: 3 clusters Score -1.526711e+07 nChanged 11948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192659 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -15279429.000000 Penalty: 6050.405762
	Iteration 9F: 3 clusters Score -1.527943e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197015 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -15283626.000000 Penalty: 6050.405762
	Iteration 10Q: 3 clusters Score -1.528363e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198022 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -15284600.000000 Penalty: 6050.405762
	Iteration 11Q: 3 clusters Score -1.52846e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198191 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -15284823.000000 Penalty: 6050.405762
	Iteration 12Q: 3 clusters Score -1.528482e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198238 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15284931.000000 Penalty: 6050.405762
	Iteration 13Q: 3 clusters Score -1.528493e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198260 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15284960.000000 Penalty: 6050.405762
	Iteration 14Q: 3 clusters Score -1.528496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198269 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15284961.000000 Penalty: 6050.405762
	Iteration 15Q: 3 clusters Score -1.528496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198276 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -15284972.000000 Penalty: 6050.405762
	Iteration 16Q: 3 clusters Score -1.528497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198278 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -15284980.000000 Penalty: 6050.405762
	Iteration 17Q: 3 clusters Score -1.528498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198283 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15285005.000000 Penalty: 6050.405762
	Iteration 18Q: 3 clusters Score -1.5285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198286 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15285005.000000 Penalty: 6050.405762
	Iteration 19Q: 3 clusters Score -1.5285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198290 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15285026.000000 Penalty: 6050.405762
	Iteration 20F: 3 clusters Score -1.528503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198291 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15285026.000000 Penalty: 6050.405762
	Iteration 21Q: 3 clusters Score -1.528503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198292 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15285016.000000 Penalty: 6050.405762
	Iteration 22Q: 3 clusters Score -1.528502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198293 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15285025.000000 Penalty: 6050.405762
	Iteration 23Q: 3 clusters Score -1.528502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198293 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15285025.000000 Penalty: 6050.405762
	Iteration 24F: 3 clusters Score -1.528502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Entering Unmasked Estep 
Score: -724765.250000 Penalty: 2276.072998
	Iteration 0F: 2 clusters Score -724765.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -717310.250000 Penalty: 4552.145996
	Iteration 0F: 3 clusters Score -717310.2 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -719468.375000 Penalty: 4552.145996
	Iteration 1F: 3 clusters Score -719468.4 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -719839.062500 Penalty: 4552.145996
	Iteration 2F: 3 clusters Score -719839.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -720209.187500 Penalty: 4552.145996
	Iteration 3F: 3 clusters Score -720209.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -720660.812500 Penalty: 4552.145996
	Iteration 4F: 3 clusters Score -720660.8 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -721222.000000 Penalty: 4552.145996
	Iteration 5F: 3 clusters Score -721222 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -721896.750000 Penalty: 4552.145996
	Iteration 6F: 3 clusters Score -721896.8 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -722636.375000 Penalty: 4552.145996
	Iteration 7F: 3 clusters Score -722636.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -723157.187500 Penalty: 4552.145996
	Iteration 8F: 3 clusters Score -723157.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -723510.000000 Penalty: 4552.145996
	Iteration 9Q: 3 clusters Score -723510 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -723769.312500 Penalty: 4552.145996
	Iteration 10Q: 3 clusters Score -723769.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -724066.562500 Penalty: 4552.145996
	Iteration 11Q: 3 clusters Score -724066.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -724296.187500 Penalty: 4552.145996
	Iteration 12Q: 3 clusters Score -724296.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -724432.312500 Penalty: 4552.145996
	Iteration 13Q: 3 clusters Score -724432.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -724505.687500 Penalty: 4552.145996
	Iteration 14Q: 3 clusters Score -724505.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -724537.562500 Penalty: 4552.145996
	Iteration 15Q: 3 clusters Score -724537.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -724556.375000 Penalty: 4552.145996
	Iteration 16Q: 3 clusters Score -724556.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -724565.062500 Penalty: 4552.145996
	Iteration 17Q: 3 clusters Score -724565.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -724570.062500 Penalty: 4552.145996
	Iteration 18Q: 3 clusters Score -724570.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -724573.937500 Penalty: 4552.145996
	Iteration 19Q: 3 clusters Score -724573.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -724574.187500 Penalty: 4552.145996
	Iteration 20F: 3 clusters Score -724574.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -724573.687500 Penalty: 4552.145996
	Iteration 21Q: 3 clusters Score -724573.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -724573.687500 Penalty: 4552.145996
	Iteration 22Q: 3 clusters Score -724573.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -724573.687500 Penalty: 4552.145996
	Iteration 23F: 3 clusters Score -724573.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (80668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80668 members 
Entering Unmasked Estep 
Score: -6150899.500000 Penalty: 2801.928223
	Iteration 0F: 2 clusters Score -6150900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -6096882.000000 Penalty: 5603.856445
	Iteration 0F: 3 clusters Score -6096882 nChanged 37945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -6118081.000000 Penalty: 5603.856445
	Iteration 1F: 3 clusters Score -6118081 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -6118591.000000 Penalty: 5603.856445
	Iteration 2Q: 3 clusters Score -6118591 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -6119131.000000 Penalty: 5603.856445
	Iteration 3Q: 3 clusters Score -6119131 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -6119615.500000 Penalty: 5603.856445
	Iteration 4Q: 3 clusters Score -6119616 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -6120243.500000 Penalty: 5603.856445
	Iteration 5Q: 3 clusters Score -6120244 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -6121025.500000 Penalty: 5603.856445
	Iteration 6Q: 3 clusters Score -6121026 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -6122153.000000 Penalty: 5603.856445
	Iteration 7Q: 3 clusters Score -6122153 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -6123635.500000 Penalty: 5603.856445
	Iteration 8Q: 3 clusters Score -6123636 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -6125552.500000 Penalty: 5603.856445
	Iteration 9Q: 3 clusters Score -6125552 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50663 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -6127975.500000 Penalty: 5603.856445
	Iteration 10Q: 3 clusters Score -6127976 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -6130691.500000 Penalty: 5603.856445
	Iteration 11F: 3 clusters Score -6130692 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56807 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -6133343.500000 Penalty: 5603.856445
	Iteration 12F: 3 clusters Score -6133344 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59990 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -6135729.500000 Penalty: 5603.856445
	Iteration 13Q: 3 clusters Score -6135730 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62992 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -6137785.500000 Penalty: 5603.856445
	Iteration 14Q: 3 clusters Score -6137786 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65885 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -6139644.500000 Penalty: 5603.856445
	Iteration 15Q: 3 clusters Score -6139644 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68568 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -6141304.000000 Penalty: 5603.856445
	Iteration 16Q: 3 clusters Score -6141304 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70945 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -6142745.000000 Penalty: 5603.856445
	Iteration 17Q: 3 clusters Score -6142745 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -6144053.500000 Penalty: 5603.856445
	Iteration 18Q: 3 clusters Score -6144054 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74981 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -6145276.000000 Penalty: 5603.856445
	Iteration 19Q: 3 clusters Score -6145276 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76454 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -6146143.500000 Penalty: 5603.856445
	Iteration 20F: 3 clusters Score -6146144 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77602 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -6146880.500000 Penalty: 5603.856445
	Iteration 21Q: 3 clusters Score -6146880 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78427 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -6147393.500000 Penalty: 5603.856445
	Iteration 22Q: 3 clusters Score -6147394 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78973 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6147732.500000 Penalty: 5603.856445
	Iteration 23Q: 3 clusters Score -6147732 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79319 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6147977.000000 Penalty: 5603.856445
	Iteration 24Q: 3 clusters Score -6147977 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79530 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -6148123.500000 Penalty: 5603.856445
	Iteration 25Q: 3 clusters Score -6148124 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79676 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6148225.000000 Penalty: 5603.856445
	Iteration 26Q: 3 clusters Score -6148225 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79773 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -6148302.000000 Penalty: 5603.856445
	Iteration 27Q: 3 clusters Score -6148302 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79845 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6148352.500000 Penalty: 5603.856445
	Iteration 28Q: 3 clusters Score -6148352 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79908 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6148399.000000 Penalty: 5603.856445
	Iteration 29Q: 3 clusters Score -6148399 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79956 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6148433.500000 Penalty: 5603.856445
	Iteration 30Q: 3 clusters Score -6148434 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79983 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6148461.500000 Penalty: 5603.856445
	Iteration 31Q: 3 clusters Score -6148462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80006 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6148483.500000 Penalty: 5603.856445
	Iteration 32Q: 3 clusters Score -6148484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80014 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6148480.500000 Penalty: 5603.856445
	Iteration 33Q: 3 clusters Score -6148480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80027 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6148485.500000 Penalty: 5603.856445
	Iteration 34Q: 3 clusters Score -6148486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80035 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6148489.500000 Penalty: 5603.856445
	Iteration 35Q: 3 clusters Score -6148490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80035 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6148495.000000 Penalty: 5603.856445
	Iteration 36Q: 3 clusters Score -6148495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80036 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6148502.500000 Penalty: 5603.856445
	Iteration 37Q: 3 clusters Score -6148502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80041 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6148501.000000 Penalty: 5603.856445
	Iteration 38Q: 3 clusters Score -6148501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80043 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6148500.500000 Penalty: 5603.856445
	Iteration 39Q: 3 clusters Score -6148500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80045 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6148501.500000 Penalty: 5603.856445
	Iteration 40F: 3 clusters Score -6148502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80047 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6148503.500000 Penalty: 5603.856445
	Iteration 41Q: 3 clusters Score -6148504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80048 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6148504.500000 Penalty: 5603.856445
	Iteration 42Q: 3 clusters Score -6148504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80050 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6148503.500000 Penalty: 5603.856445
	Iteration 43Q: 3 clusters Score -6148504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80051 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6148508.500000 Penalty: 5603.856445
	Iteration 44Q: 3 clusters Score -6148508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80050 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6148508.500000 Penalty: 5603.856445
	Iteration 45Q: 3 clusters Score -6148508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80050 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6148508.500000 Penalty: 5603.856445
	Iteration 46F: 3 clusters Score -6148508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Entering Unmasked Estep 
Score: -1805370.125000 Penalty: 2502.486816
	Iteration 0F: 2 clusters Score -1805370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1788527.125000 Penalty: 5004.973633
	Iteration 0F: 3 clusters Score -1788527 nChanged 10742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1794529.125000 Penalty: 5004.973633
	Iteration 1F: 3 clusters Score -1794529 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1795003.500000 Penalty: 5004.973633
	Iteration 2F: 3 clusters Score -1795004 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1795432.250000 Penalty: 5004.973633
	Iteration 3Q: 3 clusters Score -1795432 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1795846.125000 Penalty: 5004.973633
	Iteration 4Q: 3 clusters Score -1795846 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1796297.000000 Penalty: 5004.973633
	Iteration 5Q: 3 clusters Score -1796297 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1796832.250000 Penalty: 5004.973633
	Iteration 6Q: 3 clusters Score -1796832 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1797424.000000 Penalty: 5004.973633
	Iteration 7F: 3 clusters Score -1797424 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1798030.375000 Penalty: 5004.973633
	Iteration 8F: 3 clusters Score -1798030 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -1798629.250000 Penalty: 5004.973633
	Iteration 9Q: 3 clusters Score -1798629 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -1799187.625000 Penalty: 5004.973633
	Iteration 10Q: 3 clusters Score -1799188 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -1799665.875000 Penalty: 5004.973633
	Iteration 11Q: 3 clusters Score -1799666 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -1800111.625000 Penalty: 5004.973633
	Iteration 12Q: 3 clusters Score -1800112 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -1800542.000000 Penalty: 5004.973633
	Iteration 13Q: 3 clusters Score -1800542 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -1800945.750000 Penalty: 5004.973633
	Iteration 14Q: 3 clusters Score -1800946 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -1801357.750000 Penalty: 5004.973633
	Iteration 15Q: 3 clusters Score -1801358 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -1801717.375000 Penalty: 5004.973633
	Iteration 16Q: 3 clusters Score -1801717 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -1802032.375000 Penalty: 5004.973633
	Iteration 17Q: 3 clusters Score -1802032 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -1802322.250000 Penalty: 5004.973633
	Iteration 18Q: 3 clusters Score -1802322 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -1802562.875000 Penalty: 5004.973633
	Iteration 19Q: 3 clusters Score -1802563 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -1802734.250000 Penalty: 5004.973633
	Iteration 20F: 3 clusters Score -1802734 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -1802859.625000 Penalty: 5004.973633
	Iteration 21Q: 3 clusters Score -1802860 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -1802960.500000 Penalty: 5004.973633
	Iteration 22Q: 3 clusters Score -1802960 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -1803037.250000 Penalty: 5004.973633
	Iteration 23Q: 3 clusters Score -1803037 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -1803083.500000 Penalty: 5004.973633
	Iteration 24Q: 3 clusters Score -1803084 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -1803120.500000 Penalty: 5004.973633
	Iteration 25Q: 3 clusters Score -1803120 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -1803159.750000 Penalty: 5004.973633
	Iteration 26Q: 3 clusters Score -1803160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -1803183.250000 Penalty: 5004.973633
	Iteration 27Q: 3 clusters Score -1803183 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -1803212.250000 Penalty: 5004.973633
	Iteration 28Q: 3 clusters Score -1803212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -1803223.625000 Penalty: 5004.973633
	Iteration 29Q: 3 clusters Score -1803224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -1803233.875000 Penalty: 5004.973633
	Iteration 30Q: 3 clusters Score -1803234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -1803242.875000 Penalty: 5004.973633
	Iteration 31Q: 3 clusters Score -1803243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -1803243.000000 Penalty: 5004.973633
	Iteration 32Q: 3 clusters Score -1803243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -1803249.500000 Penalty: 5004.973633
	Iteration 33Q: 3 clusters Score -1803250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -1803249.500000 Penalty: 5004.973633
	Iteration 34Q: 3 clusters Score -1803250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -1803251.500000 Penalty: 5004.973633
	Iteration 35Q: 3 clusters Score -1803252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -1803251.500000 Penalty: 5004.973633
	Iteration 36F: 3 clusters Score -1803252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Entering Unmasked Estep 
Score: -769255.875000 Penalty: 2298.427979
	Iteration 0F: 2 clusters Score -769255.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -761183.187500 Penalty: 4596.855957
	Iteration 0F: 3 clusters Score -761183.2 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -763538.437500 Penalty: 4596.855957
	Iteration 1F: 3 clusters Score -763538.4 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -763940.125000 Penalty: 4596.855957
	Iteration 2F: 3 clusters Score -763940.1 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -764300.187500 Penalty: 4596.855957
	Iteration 3F: 3 clusters Score -764300.2 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -764645.187500 Penalty: 4596.855957
	Iteration 4F: 3 clusters Score -764645.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -764970.312500 Penalty: 4596.855957
	Iteration 5F: 3 clusters Score -764970.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -765299.375000 Penalty: 4596.855957
	Iteration 6Q: 3 clusters Score -765299.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -765630.312500 Penalty: 4596.855957
	Iteration 7Q: 3 clusters Score -765630.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -765889.750000 Penalty: 4596.855957
	Iteration 8Q: 3 clusters Score -765889.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -766113.750000 Penalty: 4596.855957
	Iteration 9Q: 3 clusters Score -766113.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -766303.312500 Penalty: 4596.855957
	Iteration 10Q: 3 clusters Score -766303.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -766463.375000 Penalty: 4596.855957
	Iteration 11Q: 3 clusters Score -766463.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -766620.000000 Penalty: 4596.855957
	Iteration 12Q: 3 clusters Score -766620 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -766741.125000 Penalty: 4596.855957
	Iteration 13Q: 3 clusters Score -766741.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -766837.000000 Penalty: 4596.855957
	Iteration 14Q: 3 clusters Score -766837 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -766915.875000 Penalty: 4596.855957
	Iteration 15Q: 3 clusters Score -766915.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -766987.750000 Penalty: 4596.855957
	Iteration 16Q: 3 clusters Score -766987.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -767051.250000 Penalty: 4596.855957
	Iteration 17Q: 3 clusters Score -767051.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -767096.500000 Penalty: 4596.855957
	Iteration 18Q: 3 clusters Score -767096.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -767129.687500 Penalty: 4596.855957
	Iteration 19Q: 3 clusters Score -767129.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -767154.250000 Penalty: 4596.855957
	Iteration 20F: 3 clusters Score -767154.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -767184.187500 Penalty: 4596.855957
	Iteration 21Q: 3 clusters Score -767184.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -767208.750000 Penalty: 4596.855957
	Iteration 22Q: 3 clusters Score -767208.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -767220.750000 Penalty: 4596.855957
	Iteration 23Q: 3 clusters Score -767220.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -767230.562500 Penalty: 4596.855957
	Iteration 24Q: 3 clusters Score -767230.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -767240.937500 Penalty: 4596.855957
	Iteration 25Q: 3 clusters Score -767240.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -767250.187500 Penalty: 4596.855957
	Iteration 26Q: 3 clusters Score -767250.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -767256.937500 Penalty: 4596.855957
	Iteration 27Q: 3 clusters Score -767256.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -767262.875000 Penalty: 4596.855957
	Iteration 28Q: 3 clusters Score -767262.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -767269.937500 Penalty: 4596.855957
	Iteration 29Q: 3 clusters Score -767269.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -767276.625000 Penalty: 4596.855957
	Iteration 30Q: 3 clusters Score -767276.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -767280.937500 Penalty: 4596.855957
	Iteration 31Q: 3 clusters Score -767280.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -767286.812500 Penalty: 4596.855957
	Iteration 32Q: 3 clusters Score -767286.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -767294.625000 Penalty: 4596.855957
	Iteration 33Q: 3 clusters Score -767294.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -767304.812500 Penalty: 4596.855957
	Iteration 34Q: 3 clusters Score -767304.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -767307.875000 Penalty: 4596.855957
	Iteration 35Q: 3 clusters Score -767307.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -767309.937500 Penalty: 4596.855957
	Iteration 36Q: 3 clusters Score -767309.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -767309.625000 Penalty: 4596.855957
	Iteration 37Q: 3 clusters Score -767309.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -767314.750000 Penalty: 4596.855957
	Iteration 38Q: 3 clusters Score -767314.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -767319.062500 Penalty: 4596.855957
	Iteration 39Q: 3 clusters Score -767319.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -767318.875000 Penalty: 4596.855957
	Iteration 40F: 3 clusters Score -767318.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -767321.000000 Penalty: 4596.855957
	Iteration 41Q: 3 clusters Score -767321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -767324.187500 Penalty: 4596.855957
	Iteration 42Q: 3 clusters Score -767324.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -767325.812500 Penalty: 4596.855957
	Iteration 43Q: 3 clusters Score -767325.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -767331.625000 Penalty: 4596.855957
	Iteration 44Q: 3 clusters Score -767331.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -767331.250000 Penalty: 4596.855957
	Iteration 45Q: 3 clusters Score -767331.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -767334.812500 Penalty: 4596.855957
	Iteration 46Q: 3 clusters Score -767334.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -767338.812500 Penalty: 4596.855957
	Iteration 47Q: 3 clusters Score -767338.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -767343.312500 Penalty: 4596.855957
	Iteration 48Q: 3 clusters Score -767343.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -767347.000000 Penalty: 4596.855957
	Iteration 49Q: 3 clusters Score -767347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -767345.312500 Penalty: 4596.855957
	Iteration 50Q: 3 clusters Score -767345.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -767349.375000 Penalty: 4596.855957
	Iteration 51Q: 3 clusters Score -767349.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -767353.000000 Penalty: 4596.855957
	Iteration 52Q: 3 clusters Score -767353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -767352.312500 Penalty: 4596.855957
	Iteration 53Q: 3 clusters Score -767352.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -767356.750000 Penalty: 4596.855957
	Iteration 54Q: 3 clusters Score -767356.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -767357.000000 Penalty: 4596.855957
	Iteration 55Q: 3 clusters Score -767357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -767356.625000 Penalty: 4596.855957
	Iteration 56Q: 3 clusters Score -767356.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -767356.625000 Penalty: 4596.855957
	Iteration 57F: 3 clusters Score -767356.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Entering Unmasked Estep 
Score: -133898.453125 Penalty: 1940.065674
	Iteration 0F: 2 clusters Score -133898.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -131004.109375 Penalty: 3880.131348
	Iteration 0F: 3 clusters Score -131004.1 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -131706.640625 Penalty: 3880.131348
	Iteration 1F: 3 clusters Score -131706.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -131950.593750 Penalty: 3880.131348
	Iteration 2F: 3 clusters Score -131950.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -132175.593750 Penalty: 3880.131348
	Iteration 3F: 3 clusters Score -132175.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -132448.953125 Penalty: 3880.131348
	Iteration 4F: 3 clusters Score -132449 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -132721.468750 Penalty: 3880.131348
	Iteration 5F: 3 clusters Score -132721.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -132936.468750 Penalty: 3880.131348
	Iteration 6Q: 3 clusters Score -132936.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -133064.234375 Penalty: 3880.131348
	Iteration 7Q: 3 clusters Score -133064.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -133175.015625 Penalty: 3880.131348
	Iteration 8Q: 3 clusters Score -133175 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -133247.359375 Penalty: 3880.131348
	Iteration 9Q: 3 clusters Score -133247.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -133302.187500 Penalty: 3880.131348
	Iteration 10Q: 3 clusters Score -133302.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -133346.187500 Penalty: 3880.131348
	Iteration 11Q: 3 clusters Score -133346.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -133367.390625 Penalty: 3880.131348
	Iteration 12Q: 3 clusters Score -133367.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -133397.390625 Penalty: 3880.131348
	Iteration 13Q: 3 clusters Score -133397.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -133426.062500 Penalty: 3880.131348
	Iteration 14Q: 3 clusters Score -133426.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -133447.156250 Penalty: 3880.131348
	Iteration 15Q: 3 clusters Score -133447.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -133458.937500 Penalty: 3880.131348
	Iteration 16Q: 3 clusters Score -133458.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -133467.375000 Penalty: 3880.131348
	Iteration 17Q: 3 clusters Score -133467.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -133475.437500 Penalty: 3880.131348
	Iteration 18Q: 3 clusters Score -133475.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -133478.796875 Penalty: 3880.131348
	Iteration 19Q: 3 clusters Score -133478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -133481.421875 Penalty: 3880.131348
	Iteration 20F: 3 clusters Score -133481.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -133483.203125 Penalty: 3880.131348
	Iteration 21Q: 3 clusters Score -133483.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -133484.734375 Penalty: 3880.131348
	Iteration 22Q: 3 clusters Score -133484.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -133484.734375 Penalty: 3880.131348
	Iteration 23F: 3 clusters Score -133484.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Entering Unmasked Estep 
Score: -3500426.000000 Penalty: 2664.928711
	Iteration 0F: 2 clusters Score -3500426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -3468828.750000 Penalty: 5329.857422
	Iteration 0F: 3 clusters Score -3468829 nChanged 21549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -3480903.500000 Penalty: 5329.857422
	Iteration 1F: 3 clusters Score -3480904 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -3481556.250000 Penalty: 5329.857422
	Iteration 2Q: 3 clusters Score -3481556 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -3482295.250000 Penalty: 5329.857422
	Iteration 3Q: 3 clusters Score -3482295 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -3483247.000000 Penalty: 5329.857422
	Iteration 4Q: 3 clusters Score -3483247 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -3484325.250000 Penalty: 5329.857422
	Iteration 5Q: 3 clusters Score -3484325 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -3485519.000000 Penalty: 5329.857422
	Iteration 6F: 3 clusters Score -3485519 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -3486898.500000 Penalty: 5329.857422
	Iteration 7F: 3 clusters Score -3486898 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -3488435.500000 Penalty: 5329.857422
	Iteration 8F: 3 clusters Score -3488436 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -3490212.750000 Penalty: 5329.857422
	Iteration 9F: 3 clusters Score -3490213 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3492094.000000 Penalty: 5329.857422
	Iteration 10F: 3 clusters Score -3492094 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3493578.250000 Penalty: 5329.857422
	Iteration 11Q: 3 clusters Score -3493578 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -3494682.750000 Penalty: 5329.857422
	Iteration 12Q: 3 clusters Score -3494683 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -3495444.750000 Penalty: 5329.857422
	Iteration 13Q: 3 clusters Score -3495445 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -3495960.250000 Penalty: 5329.857422
	Iteration 14Q: 3 clusters Score -3495960 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -3496320.750000 Penalty: 5329.857422
	Iteration 15Q: 3 clusters Score -3496321 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -3496632.250000 Penalty: 5329.857422
	Iteration 16Q: 3 clusters Score -3496632 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -3496881.250000 Penalty: 5329.857422
	Iteration 17Q: 3 clusters Score -3496881 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -3497108.000000 Penalty: 5329.857422
	Iteration 18Q: 3 clusters Score -3497108 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -3497328.000000 Penalty: 5329.857422
	Iteration 19Q: 3 clusters Score -3497328 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -3497521.500000 Penalty: 5329.857422
	Iteration 20F: 3 clusters Score -3497522 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -3497689.500000 Penalty: 5329.857422
	Iteration 21Q: 3 clusters Score -3497690 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -3497874.250000 Penalty: 5329.857422
	Iteration 22Q: 3 clusters Score -3497874 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -3498010.000000 Penalty: 5329.857422
	Iteration 23Q: 3 clusters Score -3498010 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -3498138.500000 Penalty: 5329.857422
	Iteration 24Q: 3 clusters Score -3498138 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -3498258.750000 Penalty: 5329.857422
	Iteration 25Q: 3 clusters Score -3498259 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -3498380.500000 Penalty: 5329.857422
	Iteration 26Q: 3 clusters Score -3498380 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3498473.000000 Penalty: 5329.857422
	Iteration 27Q: 3 clusters Score -3498473 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3498571.000000 Penalty: 5329.857422
	Iteration 28Q: 3 clusters Score -3498571 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3498658.750000 Penalty: 5329.857422
	Iteration 29Q: 3 clusters Score -3498659 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3498758.500000 Penalty: 5329.857422
	Iteration 30Q: 3 clusters Score -3498758 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3498831.500000 Penalty: 5329.857422
	Iteration 31Q: 3 clusters Score -3498832 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3498892.500000 Penalty: 5329.857422
	Iteration 32Q: 3 clusters Score -3498892 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3498948.250000 Penalty: 5329.857422
	Iteration 33Q: 3 clusters Score -3498948 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3498987.250000 Penalty: 5329.857422
	Iteration 34Q: 3 clusters Score -3498987 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3499013.000000 Penalty: 5329.857422
	Iteration 35Q: 3 clusters Score -3499013 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3499041.750000 Penalty: 5329.857422
	Iteration 36Q: 3 clusters Score -3499042 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3499071.750000 Penalty: 5329.857422
	Iteration 37Q: 3 clusters Score -3499072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3499090.500000 Penalty: 5329.857422
	Iteration 38Q: 3 clusters Score -3499090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3499091.000000 Penalty: 5329.857422
	Iteration 39Q: 3 clusters Score -3499091 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3499095.500000 Penalty: 5329.857422
	Iteration 40F: 3 clusters Score -3499096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3499106.250000 Penalty: 5329.857422
	Iteration 41Q: 3 clusters Score -3499106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3499100.750000 Penalty: 5329.857422
	Iteration 42Q: 3 clusters Score -3499101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3499103.500000 Penalty: 5329.857422
	Iteration 43Q: 3 clusters Score -3499104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3499107.750000 Penalty: 5329.857422
	Iteration 44Q: 3 clusters Score -3499108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3499105.250000 Penalty: 5329.857422
	Iteration 45Q: 3 clusters Score -3499105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3499107.750000 Penalty: 5329.857422
	Iteration 46Q: 3 clusters Score -3499108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3499113.000000 Penalty: 5329.857422
	Iteration 47Q: 3 clusters Score -3499113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3499116.000000 Penalty: 5329.857422
	Iteration 48Q: 3 clusters Score -3499116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3499115.000000 Penalty: 5329.857422
	Iteration 49Q: 3 clusters Score -3499115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3499116.000000 Penalty: 5329.857422
	Iteration 50Q: 3 clusters Score -3499116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3499120.000000 Penalty: 5329.857422
	Iteration 51Q: 3 clusters Score -3499120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3499120.500000 Penalty: 5329.857422
	Iteration 52Q: 3 clusters Score -3499120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3499121.250000 Penalty: 5329.857422
	Iteration 53Q: 3 clusters Score -3499121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3499120.250000 Penalty: 5329.857422
	Iteration 54Q: 3 clusters Score -3499120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3499119.250000 Penalty: 5329.857422
	Iteration 55Q: 3 clusters Score -3499119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3499119.250000 Penalty: 5329.857422
	Iteration 56F: 3 clusters Score -3499119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Entering Unmasked Estep 
Score: -220630.250000 Penalty: 1996.416138
	Iteration 0F: 2 clusters Score -220630.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -217287.390625 Penalty: 3992.832275
	Iteration 0F: 3 clusters Score -217287.4 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -217964.203125 Penalty: 3992.832275
	Iteration 1F: 3 clusters Score -217964.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -218152.609375 Penalty: 3992.832275
	Iteration 2F: 3 clusters Score -218152.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -218294.515625 Penalty: 3992.832275
	Iteration 3F: 3 clusters Score -218294.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -218421.593750 Penalty: 3992.832275
	Iteration 4Q: 3 clusters Score -218421.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -218536.281250 Penalty: 3992.832275
	Iteration 5Q: 3 clusters Score -218536.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -218648.187500 Penalty: 3992.832275
	Iteration 6Q: 3 clusters Score -218648.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -218765.687500 Penalty: 3992.832275
	Iteration 7Q: 3 clusters Score -218765.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -218867.671875 Penalty: 3992.832275
	Iteration 8Q: 3 clusters Score -218867.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -218956.703125 Penalty: 3992.832275
	Iteration 9Q: 3 clusters Score -218956.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -219038.609375 Penalty: 3992.832275
	Iteration 10Q: 3 clusters Score -219038.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -219108.671875 Penalty: 3992.832275
	Iteration 11Q: 3 clusters Score -219108.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -219195.281250 Penalty: 3992.832275
	Iteration 12Q: 3 clusters Score -219195.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -219296.937500 Penalty: 3992.832275
	Iteration 13Q: 3 clusters Score -219296.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -219426.218750 Penalty: 3992.832275
	Iteration 14Q: 3 clusters Score -219426.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -219548.812500 Penalty: 3992.832275
	Iteration 15Q: 3 clusters Score -219548.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -219657.656250 Penalty: 3992.832275
	Iteration 16Q: 3 clusters Score -219657.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -219779.812500 Penalty: 3992.832275
	Iteration 17Q: 3 clusters Score -219779.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -219859.609375 Penalty: 3992.832275
	Iteration 18Q: 3 clusters Score -219859.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -219911.781250 Penalty: 3992.832275
	Iteration 19Q: 3 clusters Score -219911.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -219938.671875 Penalty: 3992.832275
	Iteration 20F: 3 clusters Score -219938.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -219952.140625 Penalty: 3992.832275
	Iteration 21Q: 3 clusters Score -219952.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -219959.859375 Penalty: 3992.832275
	Iteration 22Q: 3 clusters Score -219959.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -219961.640625 Penalty: 3992.832275
	Iteration 23Q: 3 clusters Score -219961.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -219964.078125 Penalty: 3992.832275
	Iteration 24Q: 3 clusters Score -219964.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -219967.453125 Penalty: 3992.832275
	Iteration 25Q: 3 clusters Score -219967.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -219968.359375 Penalty: 3992.832275
	Iteration 26Q: 3 clusters Score -219968.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -219969.687500 Penalty: 3992.832275
	Iteration 27Q: 3 clusters Score -219969.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -219970.109375 Penalty: 3992.832275
	Iteration 28Q: 3 clusters Score -219970.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -219970.312500 Penalty: 3992.832275
	Iteration 29Q: 3 clusters Score -219970.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -219970.312500 Penalty: 3992.832275
	Iteration 30F: 3 clusters Score -219970.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Entering Unmasked Estep 
Score: -493492.250000 Penalty: 2184.290283
	Iteration 0F: 2 clusters Score -493492.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -487876.625000 Penalty: 4368.580566
	Iteration 0F: 3 clusters Score -487876.6 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -489345.062500 Penalty: 4368.580566
	Iteration 1F: 3 clusters Score -489345.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -489597.656250 Penalty: 4368.580566
	Iteration 2F: 3 clusters Score -489597.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -489771.031250 Penalty: 4368.580566
	Iteration 3Q: 3 clusters Score -489771 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -489946.437500 Penalty: 4368.580566
	Iteration 4Q: 3 clusters Score -489946.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -490120.656250 Penalty: 4368.580566
	Iteration 5Q: 3 clusters Score -490120.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -490299.843750 Penalty: 4368.580566
	Iteration 6Q: 3 clusters Score -490299.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -490477.406250 Penalty: 4368.580566
	Iteration 7Q: 3 clusters Score -490477.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -490664.187500 Penalty: 4368.580566
	Iteration 8Q: 3 clusters Score -490664.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -490817.500000 Penalty: 4368.580566
	Iteration 9Q: 3 clusters Score -490817.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -490947.781250 Penalty: 4368.580566
	Iteration 10Q: 3 clusters Score -490947.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -491060.375000 Penalty: 4368.580566
	Iteration 11Q: 3 clusters Score -491060.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -491156.093750 Penalty: 4368.580566
	Iteration 12Q: 3 clusters Score -491156.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -491224.531250 Penalty: 4368.580566
	Iteration 13Q: 3 clusters Score -491224.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -491286.062500 Penalty: 4368.580566
	Iteration 14Q: 3 clusters Score -491286.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -491342.375000 Penalty: 4368.580566
	Iteration 15Q: 3 clusters Score -491342.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -491394.156250 Penalty: 4368.580566
	Iteration 16Q: 3 clusters Score -491394.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -491443.156250 Penalty: 4368.580566
	Iteration 17Q: 3 clusters Score -491443.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -491501.093750 Penalty: 4368.580566
	Iteration 18Q: 3 clusters Score -491501.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -491565.000000 Penalty: 4368.580566
	Iteration 19Q: 3 clusters Score -491565 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -491630.437500 Penalty: 4368.580566
	Iteration 20F: 3 clusters Score -491630.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -491689.750000 Penalty: 4368.580566
	Iteration 21Q: 3 clusters Score -491689.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -491748.312500 Penalty: 4368.580566
	Iteration 22Q: 3 clusters Score -491748.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -491807.593750 Penalty: 4368.580566
	Iteration 23Q: 3 clusters Score -491807.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -491857.187500 Penalty: 4368.580566
	Iteration 24Q: 3 clusters Score -491857.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -491899.406250 Penalty: 4368.580566
	Iteration 25Q: 3 clusters Score -491899.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -491936.156250 Penalty: 4368.580566
	Iteration 26Q: 3 clusters Score -491936.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -491973.281250 Penalty: 4368.580566
	Iteration 27Q: 3 clusters Score -491973.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -492012.406250 Penalty: 4368.580566
	Iteration 28Q: 3 clusters Score -492012.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -492056.843750 Penalty: 4368.580566
	Iteration 29Q: 3 clusters Score -492056.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -492112.843750 Penalty: 4368.580566
	Iteration 30Q: 3 clusters Score -492112.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -492177.281250 Penalty: 4368.580566
	Iteration 31Q: 3 clusters Score -492177.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -492239.000000 Penalty: 4368.580566
	Iteration 32Q: 3 clusters Score -492239 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -492285.875000 Penalty: 4368.580566
	Iteration 33Q: 3 clusters Score -492285.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -492340.718750 Penalty: 4368.580566
	Iteration 34Q: 3 clusters Score -492340.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -492402.312500 Penalty: 4368.580566
	Iteration 35Q: 3 clusters Score -492402.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -492466.718750 Penalty: 4368.580566
	Iteration 36Q: 3 clusters Score -492466.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -492522.750000 Penalty: 4368.580566
	Iteration 37Q: 3 clusters Score -492522.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -492564.656250 Penalty: 4368.580566
	Iteration 38Q: 3 clusters Score -492564.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -492604.406250 Penalty: 4368.580566
	Iteration 39Q: 3 clusters Score -492604.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -492638.281250 Penalty: 4368.580566
	Iteration 40F: 3 clusters Score -492638.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -492666.875000 Penalty: 4368.580566
	Iteration 41Q: 3 clusters Score -492666.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -492692.781250 Penalty: 4368.580566
	Iteration 42Q: 3 clusters Score -492692.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -492712.156250 Penalty: 4368.580566
	Iteration 43Q: 3 clusters Score -492712.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -492722.031250 Penalty: 4368.580566
	Iteration 44Q: 3 clusters Score -492722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -492727.656250 Penalty: 4368.580566
	Iteration 45Q: 3 clusters Score -492727.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -492734.718750 Penalty: 4368.580566
	Iteration 46Q: 3 clusters Score -492734.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -492739.156250 Penalty: 4368.580566
	Iteration 47Q: 3 clusters Score -492739.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -492748.187500 Penalty: 4368.580566
	Iteration 48Q: 3 clusters Score -492748.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -492752.031250 Penalty: 4368.580566
	Iteration 49Q: 3 clusters Score -492752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -492757.406250 Penalty: 4368.580566
	Iteration 50Q: 3 clusters Score -492757.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -492761.843750 Penalty: 4368.580566
	Iteration 51Q: 3 clusters Score -492761.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -492765.031250 Penalty: 4368.580566
	Iteration 52Q: 3 clusters Score -492765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -492768.593750 Penalty: 4368.580566
	Iteration 53Q: 3 clusters Score -492768.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -492770.031250 Penalty: 4368.580566
	Iteration 54Q: 3 clusters Score -492770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -492770.625000 Penalty: 4368.580566
	Iteration 55Q: 3 clusters Score -492770.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -492770.031250 Penalty: 4368.580566
	Iteration 56Q: 3 clusters Score -492770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -492770.031250 Penalty: 4368.580566
	Iteration 57F: 3 clusters Score -492770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (206886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206886 members 
Entering Unmasked Estep 
Score: -15477049.000000 Penalty: 3035.500977
	Iteration 0F: 2 clusters Score -1.547705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103577 members 
Mstep: Class 2 contains 103309 members 
Entering Unmasked Estep 
Score: -15338428.000000 Penalty: 6071.001953
	Iteration 0F: 3 clusters Score -1.533843e+07 nChanged 99316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106085 members 
Mstep: Class 2 contains 100801 members 
Entering Unmasked Estep 
Score: -15396260.000000 Penalty: 6071.001953
	Iteration 1F: 3 clusters Score -1.539626e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107655 members 
Mstep: Class 2 contains 99231 members 
Entering Unmasked Estep 
Score: -15397229.000000 Penalty: 6071.001953
	Iteration 2Q: 3 clusters Score -1.539723e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110141 members 
Mstep: Class 2 contains 96745 members 
Entering Unmasked Estep 
Score: -15398459.000000 Penalty: 6071.001953
	Iteration 3Q: 3 clusters Score -1.539846e+07 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114137 members 
Mstep: Class 2 contains 92749 members 
Entering Unmasked Estep 
Score: -15400449.000000 Penalty: 6071.001953
	Iteration 4Q: 3 clusters Score -1.540045e+07 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120466 members 
Mstep: Class 2 contains 86420 members 
Entering Unmasked Estep 
Score: -15403618.000000 Penalty: 6071.001953
	Iteration 5Q: 3 clusters Score -1.540362e+07 nChanged 10958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129762 members 
Mstep: Class 2 contains 77124 members 
Entering Unmasked Estep 
Score: -15409185.000000 Penalty: 6071.001953
	Iteration 6F: 3 clusters Score -1.540918e+07 nChanged 14225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142851 members 
Mstep: Class 2 contains 64035 members 
Entering Unmasked Estep 
Score: -15418357.000000 Penalty: 6071.001953
	Iteration 7F: 3 clusters Score -1.541836e+07 nChanged 16756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158985 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -15431848.000000 Penalty: 6071.001953
	Iteration 8F: 3 clusters Score -1.543185e+07 nChanged 16475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175194 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -15446840.000000 Penalty: 6071.001953
	Iteration 9F: 3 clusters Score -1.544684e+07 nChanged 13184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188256 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -15459048.000000 Penalty: 6071.001953
	Iteration 10F: 3 clusters Score -1.545905e+07 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196574 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -15466504.000000 Penalty: 6071.001953
	Iteration 11Q: 3 clusters Score -1.54665e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201178 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -15470615.000000 Penalty: 6071.001953
	Iteration 12Q: 3 clusters Score -1.547062e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203523 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -15472444.000000 Penalty: 6071.001953
	Iteration 13Q: 3 clusters Score -1.547244e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204663 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -15473402.000000 Penalty: 6071.001953
	Iteration 14Q: 3 clusters Score -1.54734e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205236 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -15473911.000000 Penalty: 6071.001953
	Iteration 15Q: 3 clusters Score -1.547391e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205528 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -15474146.000000 Penalty: 6071.001953
	Iteration 16Q: 3 clusters Score -1.547415e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205703 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -15474305.000000 Penalty: 6071.001953
	Iteration 17Q: 3 clusters Score -1.54743e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205805 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -15474358.000000 Penalty: 6071.001953
	Iteration 18Q: 3 clusters Score -1.547436e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205876 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -15474440.000000 Penalty: 6071.001953
	Iteration 19Q: 3 clusters Score -1.547444e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205924 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -15474472.000000 Penalty: 6071.001953
	Iteration 20F: 3 clusters Score -1.547447e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205947 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -15474515.000000 Penalty: 6071.001953
	Iteration 21Q: 3 clusters Score -1.547452e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205968 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -15474531.000000 Penalty: 6071.001953
	Iteration 22Q: 3 clusters Score -1.547453e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205991 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -15474562.000000 Penalty: 6071.001953
	Iteration 23Q: 3 clusters Score -1.547456e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206009 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -15474575.000000 Penalty: 6071.001953
	Iteration 24Q: 3 clusters Score -1.547458e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206019 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -15474589.000000 Penalty: 6071.001953
	Iteration 25Q: 3 clusters Score -1.547459e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206027 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -15474608.000000 Penalty: 6071.001953
	Iteration 26Q: 3 clusters Score -1.547461e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206039 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -15474643.000000 Penalty: 6071.001953
	Iteration 27Q: 3 clusters Score -1.547464e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206049 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -15474647.000000 Penalty: 6071.001953
	Iteration 28Q: 3 clusters Score -1.547465e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206058 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -15474659.000000 Penalty: 6071.001953
	Iteration 29Q: 3 clusters Score -1.547466e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206064 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -15474670.000000 Penalty: 6071.001953
	Iteration 30Q: 3 clusters Score -1.547467e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206068 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -15474675.000000 Penalty: 6071.001953
	Iteration 31Q: 3 clusters Score -1.547468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206072 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -15474664.000000 Penalty: 6071.001953
	Iteration 32Q: 3 clusters Score -1.547466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206072 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -15474670.000000 Penalty: 6071.001953
	Iteration 33Q: 3 clusters Score -1.547467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206073 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -15474673.000000 Penalty: 6071.001953
	Iteration 34Q: 3 clusters Score -1.547467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206072 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -15474674.000000 Penalty: 6071.001953
	Iteration 35Q: 3 clusters Score -1.547467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206072 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -15474660.000000 Penalty: 6071.001953
	Iteration 36Q: 3 clusters Score -1.547466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206069 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -15474673.000000 Penalty: 6071.001953
	Iteration 37Q: 3 clusters Score -1.547467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206068 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -15474669.000000 Penalty: 6071.001953
	Iteration 38Q: 3 clusters Score -1.547467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206071 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -15474665.000000 Penalty: 6071.001953
	Iteration 39Q: 3 clusters Score -1.547466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206075 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -15474670.000000 Penalty: 6071.001953
	Iteration 40F: 3 clusters Score -1.547467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206076 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -15474683.000000 Penalty: 6071.001953
	Iteration 41Q: 3 clusters Score -1.547468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206074 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -15474697.000000 Penalty: 6071.001953
	Iteration 42Q: 3 clusters Score -1.54747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206077 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -15474699.000000 Penalty: 6071.001953
	Iteration 43Q: 3 clusters Score -1.54747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206076 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -15474694.000000 Penalty: 6071.001953
	Iteration 44Q: 3 clusters Score -1.547469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206075 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -15474699.000000 Penalty: 6071.001953
	Iteration 45Q: 3 clusters Score -1.54747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206074 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -15474698.000000 Penalty: 6071.001953
	Iteration 46Q: 3 clusters Score -1.54747e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206074 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -15474698.000000 Penalty: 6071.001953
	Iteration 47F: 3 clusters Score -1.54747e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (387457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387457 members 
Entering Unmasked Estep 
Score: -28949302.000000 Penalty: 3191.105225
	Iteration 0F: 2 clusters Score -2.89493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193711 members 
Mstep: Class 2 contains 193746 members 
Entering Unmasked Estep 
Score: -28687704.000000 Penalty: 6382.210449
	Iteration 0F: 3 clusters Score -2.86877e+07 nChanged 188232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191335 members 
Mstep: Class 2 contains 196122 members 
Entering Unmasked Estep 
Score: -28801420.000000 Penalty: 6382.210449
	Iteration 1F: 3 clusters Score -2.880142e+07 nChanged 13352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188573 members 
Mstep: Class 2 contains 198884 members 
Entering Unmasked Estep 
Score: -28806032.000000 Penalty: 6382.210449
	Iteration 2Q: 3 clusters Score -2.880603e+07 nChanged 17036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183781 members 
Mstep: Class 2 contains 203676 members 
Entering Unmasked Estep 
Score: -28813668.000000 Penalty: 6382.210449
	Iteration 3Q: 3 clusters Score -2.881367e+07 nChanged 21712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176083 members 
Mstep: Class 2 contains 211374 members 
Entering Unmasked Estep 
Score: -28825484.000000 Penalty: 6382.210449
	Iteration 4F: 3 clusters Score -2.882548e+07 nChanged 25614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165509 members 
Mstep: Class 2 contains 221948 members 
Entering Unmasked Estep 
Score: -28840748.000000 Penalty: 6382.210449
	Iteration 5F: 3 clusters Score -2.884075e+07 nChanged 27133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152472 members 
Mstep: Class 2 contains 234985 members 
Entering Unmasked Estep 
Score: -28857758.000000 Penalty: 6382.210449
	Iteration 6F: 3 clusters Score -2.885776e+07 nChanged 25460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138684 members 
Mstep: Class 2 contains 248773 members 
Entering Unmasked Estep 
Score: -28875418.000000 Penalty: 6382.210449
	Iteration 7F: 3 clusters Score -2.887542e+07 nChanged 22238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125636 members 
Mstep: Class 2 contains 261821 members 
Entering Unmasked Estep 
Score: -28893536.000000 Penalty: 6382.210449
	Iteration 8F: 3 clusters Score -2.889354e+07 nChanged 18534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114814 members 
Mstep: Class 2 contains 272643 members 
Entering Unmasked Estep 
Score: -28910418.000000 Penalty: 6382.210449
	Iteration 9Q: 3 clusters Score -2.891042e+07 nChanged 14304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106424 members 
Mstep: Class 2 contains 281033 members 
Entering Unmasked Estep 
Score: -28920310.000000 Penalty: 6382.210449
	Iteration 10Q: 3 clusters Score -2.892031e+07 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99426 members 
Mstep: Class 2 contains 288031 members 
Entering Unmasked Estep 
Score: -28925332.000000 Penalty: 6382.210449
	Iteration 11Q: 3 clusters Score -2.892533e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92885 members 
Mstep: Class 2 contains 294572 members 
Entering Unmasked Estep 
Score: -28928456.000000 Penalty: 6382.210449
	Iteration 12Q: 3 clusters Score -2.892846e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86841 members 
Mstep: Class 2 contains 300616 members 
Entering Unmasked Estep 
Score: -28931000.000000 Penalty: 6382.210449
	Iteration 13Q: 3 clusters Score -2.8931e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81080 members 
Mstep: Class 2 contains 306377 members 
Entering Unmasked Estep 
Score: -28933350.000000 Penalty: 6382.210449
	Iteration 14Q: 3 clusters Score -2.893335e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75758 members 
Mstep: Class 2 contains 311699 members 
Entering Unmasked Estep 
Score: -28935308.000000 Penalty: 6382.210449
	Iteration 15Q: 3 clusters Score -2.893531e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70866 members 
Mstep: Class 2 contains 316591 members 
Entering Unmasked Estep 
Score: -28936954.000000 Penalty: 6382.210449
	Iteration 16Q: 3 clusters Score -2.893695e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66428 members 
Mstep: Class 2 contains 321029 members 
Entering Unmasked Estep 
Score: -28938410.000000 Penalty: 6382.210449
	Iteration 17Q: 3 clusters Score -2.893841e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62378 members 
Mstep: Class 2 contains 325079 members 
Entering Unmasked Estep 
Score: -28939826.000000 Penalty: 6382.210449
	Iteration 18Q: 3 clusters Score -2.893983e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 328890 members 
Entering Unmasked Estep 
Score: -28941052.000000 Penalty: 6382.210449
	Iteration 19Q: 3 clusters Score -2.894105e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 332349 members 
Entering Unmasked Estep 
Score: -28942166.000000 Penalty: 6382.210449
	Iteration 20F: 3 clusters Score -2.894217e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52048 members 
Mstep: Class 2 contains 335409 members 
Entering Unmasked Estep 
Score: -28943270.000000 Penalty: 6382.210449
	Iteration 21Q: 3 clusters Score -2.894327e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49254 members 
Mstep: Class 2 contains 338203 members 
Entering Unmasked Estep 
Score: -28944198.000000 Penalty: 6382.210449
	Iteration 22Q: 3 clusters Score -2.89442e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 340822 members 
Entering Unmasked Estep 
Score: -28944908.000000 Penalty: 6382.210449
	Iteration 23Q: 3 clusters Score -2.894491e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 343273 members 
Entering Unmasked Estep 
Score: -28945484.000000 Penalty: 6382.210449
	Iteration 24Q: 3 clusters Score -2.894548e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 345415 members 
Entering Unmasked Estep 
Score: -28946106.000000 Penalty: 6382.210449
	Iteration 25Q: 3 clusters Score -2.894611e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 347379 members 
Entering Unmasked Estep 
Score: -28946604.000000 Penalty: 6382.210449
	Iteration 26Q: 3 clusters Score -2.89466e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 349180 members 
Entering Unmasked Estep 
Score: -28946908.000000 Penalty: 6382.210449
	Iteration 27Q: 3 clusters Score -2.894691e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 350830 members 
Entering Unmasked Estep 
Score: -28947186.000000 Penalty: 6382.210449
	Iteration 28Q: 3 clusters Score -2.894719e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 352330 members 
Entering Unmasked Estep 
Score: -28947430.000000 Penalty: 6382.210449
	Iteration 29Q: 3 clusters Score -2.894743e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 353769 members 
Entering Unmasked Estep 
Score: -28947634.000000 Penalty: 6382.210449
	Iteration 30Q: 3 clusters Score -2.894763e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 355133 members 
Entering Unmasked Estep 
Score: -28947986.000000 Penalty: 6382.210449
	Iteration 31Q: 3 clusters Score -2.894799e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 356460 members 
Entering Unmasked Estep 
Score: -28948258.000000 Penalty: 6382.210449
	Iteration 32Q: 3 clusters Score -2.894826e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 357740 members 
Entering Unmasked Estep 
Score: -28948592.000000 Penalty: 6382.210449
	Iteration 33Q: 3 clusters Score -2.894859e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 358899 members 
Entering Unmasked Estep 
Score: -28948814.000000 Penalty: 6382.210449
	Iteration 34Q: 3 clusters Score -2.894881e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 359955 members 
Entering Unmasked Estep 
Score: -28948962.000000 Penalty: 6382.210449
	Iteration 35Q: 3 clusters Score -2.894896e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 360933 members 
Entering Unmasked Estep 
Score: -28949106.000000 Penalty: 6382.210449
	Iteration 36Q: 3 clusters Score -2.894911e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 361841 members 
Entering Unmasked Estep 
Score: -28949402.000000 Penalty: 6382.210449
	Iteration 37Q: 3 clusters Score -2.89494e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 362648 members 
Entering Unmasked Estep 
Score: -28949554.000000 Penalty: 6382.210449
	Iteration 38Q: 3 clusters Score -2.894955e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 363364 members 
Entering Unmasked Estep 
Score: -28949700.000000 Penalty: 6382.210449
	Iteration 39Q: 3 clusters Score -2.89497e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 364041 members 
Entering Unmasked Estep 
Score: -28949740.000000 Penalty: 6382.210449
	Iteration 40F: 3 clusters Score -2.894974e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 364677 members 
Entering Unmasked Estep 
Score: -28949758.000000 Penalty: 6382.210449
	Iteration 41Q: 3 clusters Score -2.894976e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 365276 members 
Entering Unmasked Estep 
Score: -28949834.000000 Penalty: 6382.210449
	Iteration 42Q: 3 clusters Score -2.894983e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 365858 members 
Entering Unmasked Estep 
Score: -28949808.000000 Penalty: 6382.210449
	Iteration 43Q: 3 clusters Score -2.894981e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 366411 members 
Entering Unmasked Estep 
Score: -28949892.000000 Penalty: 6382.210449
	Iteration 44Q: 3 clusters Score -2.894989e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 366931 members 
Entering Unmasked Estep 
Score: -28949968.000000 Penalty: 6382.210449
	Iteration 45Q: 3 clusters Score -2.894997e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 367406 members 
Entering Unmasked Estep 
Score: -28950002.000000 Penalty: 6382.210449
	Iteration 46Q: 3 clusters Score -2.895e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 367843 members 
Entering Unmasked Estep 
Score: -28950060.000000 Penalty: 6382.210449
	Iteration 47Q: 3 clusters Score -2.895006e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 368257 members 
Entering Unmasked Estep 
Score: -28950040.000000 Penalty: 6382.210449
	Iteration 48Q: 3 clusters Score -2.895004e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 368615 members 
Entering Unmasked Estep 
Score: -28950090.000000 Penalty: 6382.210449
	Iteration 49Q: 3 clusters Score -2.895009e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 368951 members 
Entering Unmasked Estep 
Score: -28950128.000000 Penalty: 6382.210449
	Iteration 50Q: 3 clusters Score -2.895013e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 369246 members 
Entering Unmasked Estep 
Score: -28950196.000000 Penalty: 6382.210449
	Iteration 51Q: 3 clusters Score -2.89502e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 369539 members 
Entering Unmasked Estep 
Score: -28950208.000000 Penalty: 6382.210449
	Iteration 52Q: 3 clusters Score -2.895021e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 369814 members 
Entering Unmasked Estep 
Score: -28950260.000000 Penalty: 6382.210449
	Iteration 53Q: 3 clusters Score -2.895026e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 370053 members 
Entering Unmasked Estep 
Score: -28950248.000000 Penalty: 6382.210449
	Iteration 54Q: 3 clusters Score -2.895025e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 370232 members 
Entering Unmasked Estep 
Score: -28950236.000000 Penalty: 6382.210449
	Iteration 55Q: 3 clusters Score -2.895024e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 370401 members 
Entering Unmasked Estep 
Score: -28950256.000000 Penalty: 6382.210449
	Iteration 56Q: 3 clusters Score -2.895026e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 370567 members 
Entering Unmasked Estep 
Score: -28950330.000000 Penalty: 6382.210449
	Iteration 57Q: 3 clusters Score -2.895033e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 370726 members 
Entering Unmasked Estep 
Score: -28950330.000000 Penalty: 6382.210449
	Iteration 58Q: 3 clusters Score -2.895033e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 370847 members 
Entering Unmasked Estep 
Score: -28950318.000000 Penalty: 6382.210449
	Iteration 59Q: 3 clusters Score -2.895032e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 370939 members 
Entering Unmasked Estep 
Score: -28950320.000000 Penalty: 6382.210449
	Iteration 60F: 3 clusters Score -2.895032e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 371038 members 
Entering Unmasked Estep 
Score: -28950354.000000 Penalty: 6382.210449
	Iteration 61Q: 3 clusters Score -2.895035e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 371129 members 
Entering Unmasked Estep 
Score: -28950332.000000 Penalty: 6382.210449
	Iteration 62Q: 3 clusters Score -2.895033e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 371215 members 
Entering Unmasked Estep 
Score: -28950332.000000 Penalty: 6382.210449
	Iteration 63Q: 3 clusters Score -2.895033e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 371313 members 
Entering Unmasked Estep 
Score: -28950310.000000 Penalty: 6382.210449
	Iteration 64Q: 3 clusters Score -2.895031e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 371387 members 
Entering Unmasked Estep 
Score: -28950304.000000 Penalty: 6382.210449
	Iteration 65Q: 3 clusters Score -2.89503e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 371461 members 
Entering Unmasked Estep 
Score: -28950380.000000 Penalty: 6382.210449
	Iteration 66Q: 3 clusters Score -2.895038e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 371519 members 
Entering Unmasked Estep 
Score: -28950378.000000 Penalty: 6382.210449
	Iteration 67Q: 3 clusters Score -2.895038e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 371567 members 
Entering Unmasked Estep 
Score: -28950344.000000 Penalty: 6382.210449
	Iteration 68Q: 3 clusters Score -2.895034e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 371614 members 
Entering Unmasked Estep 
Score: -28950372.000000 Penalty: 6382.210449
	Iteration 69Q: 3 clusters Score -2.895037e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 371660 members 
Entering Unmasked Estep 
Score: -28950340.000000 Penalty: 6382.210449
	Iteration 70Q: 3 clusters Score -2.895034e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 371693 members 
Entering Unmasked Estep 
Score: -28950326.000000 Penalty: 6382.210449
	Iteration 71Q: 3 clusters Score -2.895033e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 371732 members 
Entering Unmasked Estep 
Score: -28950350.000000 Penalty: 6382.210449
	Iteration 72Q: 3 clusters Score -2.895035e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 371772 members 
Entering Unmasked Estep 
Score: -28950332.000000 Penalty: 6382.210449
	Iteration 73Q: 3 clusters Score -2.895033e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 371815 members 
Entering Unmasked Estep 
Score: -28950324.000000 Penalty: 6382.210449
	Iteration 74Q: 3 clusters Score -2.895032e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 371859 members 
Entering Unmasked Estep 
Score: -28950338.000000 Penalty: 6382.210449
	Iteration 75Q: 3 clusters Score -2.895034e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 371897 members 
Entering Unmasked Estep 
Score: -28950334.000000 Penalty: 6382.210449
	Iteration 76Q: 3 clusters Score -2.895033e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 371945 members 
Entering Unmasked Estep 
Score: -28950338.000000 Penalty: 6382.210449
	Iteration 77Q: 3 clusters Score -2.895034e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 372009 members 
Entering Unmasked Estep 
Score: -28950310.000000 Penalty: 6382.210449
	Iteration 78Q: 3 clusters Score -2.895031e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 372075 members 
Entering Unmasked Estep 
Score: -28950364.000000 Penalty: 6382.210449
	Iteration 79Q: 3 clusters Score -2.895036e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 372134 members 
Entering Unmasked Estep 
Score: -28950350.000000 Penalty: 6382.210449
	Iteration 80F: 3 clusters Score -2.895035e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 372195 members 
Entering Unmasked Estep 
Score: -28950370.000000 Penalty: 6382.210449
	Iteration 81Q: 3 clusters Score -2.895037e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 372246 members 
Entering Unmasked Estep 
Score: -28950390.000000 Penalty: 6382.210449
	Iteration 82Q: 3 clusters Score -2.895039e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 372306 members 
Entering Unmasked Estep 
Score: -28950360.000000 Penalty: 6382.210449
	Iteration 83Q: 3 clusters Score -2.895036e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 372354 members 
Entering Unmasked Estep 
Score: -28950376.000000 Penalty: 6382.210449
	Iteration 84Q: 3 clusters Score -2.895038e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 372397 members 
Entering Unmasked Estep 
Score: -28950370.000000 Penalty: 6382.210449
	Iteration 85Q: 3 clusters Score -2.895037e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 372444 members 
Entering Unmasked Estep 
Score: -28950392.000000 Penalty: 6382.210449
	Iteration 86Q: 3 clusters Score -2.895039e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 372490 members 
Entering Unmasked Estep 
Score: -28950418.000000 Penalty: 6382.210449
	Iteration 87Q: 3 clusters Score -2.895042e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 372542 members 
Entering Unmasked Estep 
Score: -28950412.000000 Penalty: 6382.210449
	Iteration 88Q: 3 clusters Score -2.895041e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 372606 members 
Entering Unmasked Estep 
Score: -28950398.000000 Penalty: 6382.210449
	Iteration 89Q: 3 clusters Score -2.89504e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 372654 members 
Entering Unmasked Estep 
Score: -28950442.000000 Penalty: 6382.210449
	Iteration 90Q: 3 clusters Score -2.895044e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 372696 members 
Entering Unmasked Estep 
Score: -28950458.000000 Penalty: 6382.210449
	Iteration 91Q: 3 clusters Score -2.895046e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 372733 members 
Entering Unmasked Estep 
Score: -28950434.000000 Penalty: 6382.210449
	Iteration 92Q: 3 clusters Score -2.895043e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 372770 members 
Entering Unmasked Estep 
Score: -28950428.000000 Penalty: 6382.210449
	Iteration 93Q: 3 clusters Score -2.895043e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 372808 members 
Entering Unmasked Estep 
Score: -28950436.000000 Penalty: 6382.210449
	Iteration 94Q: 3 clusters Score -2.895044e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 372832 members 
Entering Unmasked Estep 
Score: -28950434.000000 Penalty: 6382.210449
	Iteration 95Q: 3 clusters Score -2.895043e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 372866 members 
Entering Unmasked Estep 
Score: -28950440.000000 Penalty: 6382.210449
	Iteration 96Q: 3 clusters Score -2.895044e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 372899 members 
Entering Unmasked Estep 
Score: -28950470.000000 Penalty: 6382.210449
	Iteration 97Q: 3 clusters Score -2.895047e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 372925 members 
Entering Unmasked Estep 
Score: -28950472.000000 Penalty: 6382.210449
	Iteration 98Q: 3 clusters Score -2.895047e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 372952 members 
Entering Unmasked Estep 
Score: -28950500.000000 Penalty: 6382.210449
	Iteration 99Q: 3 clusters Score -2.89505e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 372977 members 
Entering Unmasked Estep 
Score: -28950516.000000 Penalty: 6382.210449
	Iteration 100F: 3 clusters Score -2.895052e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 373004 members 
Entering Unmasked Estep 
Score: -28950516.000000 Penalty: 6382.210449
	Iteration 101Q: 3 clusters Score -2.895052e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 373033 members 
Entering Unmasked Estep 
Score: -28950562.000000 Penalty: 6382.210449
	Iteration 102Q: 3 clusters Score -2.895056e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 373051 members 
Entering Unmasked Estep 
Score: -28950578.000000 Penalty: 6382.210449
	Iteration 103Q: 3 clusters Score -2.895058e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 373075 members 
Entering Unmasked Estep 
Score: -28950576.000000 Penalty: 6382.210449
	Iteration 104Q: 3 clusters Score -2.895058e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 373103 members 
Entering Unmasked Estep 
Score: -28950590.000000 Penalty: 6382.210449
	Iteration 105Q: 3 clusters Score -2.895059e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 373129 members 
Entering Unmasked Estep 
Score: -28950580.000000 Penalty: 6382.210449
	Iteration 106Q: 3 clusters Score -2.895058e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 373156 members 
Entering Unmasked Estep 
Score: -28950580.000000 Penalty: 6382.210449
	Iteration 107Q: 3 clusters Score -2.895058e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 373181 members 
Entering Unmasked Estep 
Score: -28950560.000000 Penalty: 6382.210449
	Iteration 108Q: 3 clusters Score -2.895056e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 373198 members 
Entering Unmasked Estep 
Score: -28950574.000000 Penalty: 6382.210449
	Iteration 109Q: 3 clusters Score -2.895057e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 373217 members 
Entering Unmasked Estep 
Score: -28950572.000000 Penalty: 6382.210449
	Iteration 110Q: 3 clusters Score -2.895057e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 373240 members 
Entering Unmasked Estep 
Score: -28950568.000000 Penalty: 6382.210449
	Iteration 111Q: 3 clusters Score -2.895057e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 373259 members 
Entering Unmasked Estep 
Score: -28950556.000000 Penalty: 6382.210449
	Iteration 112Q: 3 clusters Score -2.895056e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 373285 members 
Entering Unmasked Estep 
Score: -28950560.000000 Penalty: 6382.210449
	Iteration 113Q: 3 clusters Score -2.895056e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 373308 members 
Entering Unmasked Estep 
Score: -28950570.000000 Penalty: 6382.210449
	Iteration 114Q: 3 clusters Score -2.895057e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 373325 members 
Entering Unmasked Estep 
Score: -28950566.000000 Penalty: 6382.210449
	Iteration 115Q: 3 clusters Score -2.895057e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 373343 members 
Entering Unmasked Estep 
Score: -28950564.000000 Penalty: 6382.210449
	Iteration 116Q: 3 clusters Score -2.895056e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 373365 members 
Entering Unmasked Estep 
Score: -28950552.000000 Penalty: 6382.210449
	Iteration 117Q: 3 clusters Score -2.895055e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 373382 members 
Entering Unmasked Estep 
Score: -28950560.000000 Penalty: 6382.210449
	Iteration 118Q: 3 clusters Score -2.895056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 373392 members 
Entering Unmasked Estep 
Score: -28950562.000000 Penalty: 6382.210449
	Iteration 119Q: 3 clusters Score -2.895056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 373403 members 
Entering Unmasked Estep 
Score: -28950564.000000 Penalty: 6382.210449
	Iteration 120F: 3 clusters Score -2.895056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 373410 members 
Entering Unmasked Estep 
Score: -28950538.000000 Penalty: 6382.210449
	Iteration 121Q: 3 clusters Score -2.895054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 373419 members 
Entering Unmasked Estep 
Score: -28950556.000000 Penalty: 6382.210449
	Iteration 122Q: 3 clusters Score -2.895056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 373428 members 
Entering Unmasked Estep 
Score: -28950554.000000 Penalty: 6382.210449
	Iteration 123Q: 3 clusters Score -2.895055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 373435 members 
Entering Unmasked Estep 
Score: -28950554.000000 Penalty: 6382.210449
	Iteration 124Q: 3 clusters Score -2.895055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 373442 members 
Entering Unmasked Estep 
Score: -28950552.000000 Penalty: 6382.210449
	Iteration 125Q: 3 clusters Score -2.895055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 373447 members 
Entering Unmasked Estep 
Score: -28950552.000000 Penalty: 6382.210449
	Iteration 126Q: 3 clusters Score -2.895055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 373452 members 
Entering Unmasked Estep 
Score: -28950558.000000 Penalty: 6382.210449
	Iteration 127Q: 3 clusters Score -2.895056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 373455 members 
Entering Unmasked Estep 
Score: -28950554.000000 Penalty: 6382.210449
	Iteration 128Q: 3 clusters Score -2.895055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 373459 members 
Entering Unmasked Estep 
Score: -28950550.000000 Penalty: 6382.210449
	Iteration 129Q: 3 clusters Score -2.895055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 373465 members 
Entering Unmasked Estep 
Score: -28950560.000000 Penalty: 6382.210449
	Iteration 130Q: 3 clusters Score -2.895056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 373469 members 
Entering Unmasked Estep 
Score: -28950560.000000 Penalty: 6382.210449
	Iteration 131Q: 3 clusters Score -2.895056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 373474 members 
Entering Unmasked Estep 
Score: -28950580.000000 Penalty: 6382.210449
	Iteration 132Q: 3 clusters Score -2.895058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 373478 members 
Entering Unmasked Estep 
Score: -28950576.000000 Penalty: 6382.210449
	Iteration 133Q: 3 clusters Score -2.895058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 373480 members 
Entering Unmasked Estep 
Score: -28950586.000000 Penalty: 6382.210449
	Iteration 134Q: 3 clusters Score -2.895059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 373481 members 
Entering Unmasked Estep 
Score: -28950578.000000 Penalty: 6382.210449
	Iteration 135Q: 3 clusters Score -2.895058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 373483 members 
Entering Unmasked Estep 
Score: -28950564.000000 Penalty: 6382.210449
	Iteration 136Q: 3 clusters Score -2.895056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 373484 members 
Entering Unmasked Estep 
Score: -28950560.000000 Penalty: 6382.210449
	Iteration 137Q: 3 clusters Score -2.895056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 373484 members 
Entering Unmasked Estep 
Score: -28950560.000000 Penalty: 6382.210449
	Iteration 138F: 3 clusters Score -2.895056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 130279 members 
Mstep: Class 5 contains 27124 members 
Mstep: Class 6 contains 54453 members 
Mstep: Class 7 contains 27444 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 198471 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 80668 members 
Mstep: Class 12 contains 24117 members 
Mstep: Class 13 contains 10592 members 
Mstep: Class 14 contains 2497 members 
Mstep: Class 15 contains 46429 members 
Mstep: Class 16 contains 3134 members 
Mstep: Class 17 contains 6685 members 
Mstep: Class 18 contains 206886 members 
Mstep: Class 19 contains 13973 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 6094 members 
Mstep: Class 22 contains 1270 members 
Mstep: Class 23 contains 28563 members 
Mstep: Class 24 contains 4781 members 
Mstep: Class 25 contains 6515 members 
Mstep: Class 26 contains 18217 members 
Mstep: Class 27 contains 13921 members 
Mstep: Class 28 contains 16905 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 8130 members 
Mstep: Class 31 contains 798 members 
Mstep: Class 32 contains 5026 members 
Mstep: Class 33 contains 12832 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 8282 members 
Mstep: Class 36 contains 6450 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3585 members 
Mstep: Class 39 contains 2243 members 
Mstep: Class 40 contains 2620 members 
Mstep: Class 41 contains 12342 members 
Mstep: Class 42 contains 4614 members 
Mstep: Class 43 contains 3717 members 
Mstep: Class 44 contains 4793 members 
Mstep: Class 45 contains 2374 members 
Mstep: Class 46 contains 4676 members 
Mstep: Class 47 contains 373484 members 
Entering Unmasked Estep 
Score: -102289520.000000 Penalty: 165088.125000
Splitting cluster 19 changes total score from -102288328.000000 to -102289520.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 20 (2105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Entering Unmasked Estep 
Score: -147228.218750 Penalty: 1897.713501
	Iteration 0F: 2 clusters Score -147228.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -144550.250000 Penalty: 3795.427002
	Iteration 0F: 3 clusters Score -144550.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -145011.687500 Penalty: 3795.427002
	Iteration 1F: 3 clusters Score -145011.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -145153.156250 Penalty: 3795.427002
	Iteration 2F: 3 clusters Score -145153.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -145233.890625 Penalty: 3795.427002
	Iteration 3Q: 3 clusters Score -145233.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -145287.796875 Penalty: 3795.427002
	Iteration 4Q: 3 clusters Score -145287.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -145334.265625 Penalty: 3795.427002
	Iteration 5Q: 3 clusters Score -145334.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -145371.890625 Penalty: 3795.427002
	Iteration 6Q: 3 clusters Score -145371.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -145404.640625 Penalty: 3795.427002
	Iteration 7Q: 3 clusters Score -145404.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -145426.828125 Penalty: 3795.427002
	Iteration 8Q: 3 clusters Score -145426.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -145456.406250 Penalty: 3795.427002
	Iteration 9Q: 3 clusters Score -145456.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -145488.765625 Penalty: 3795.427002
	Iteration 10Q: 3 clusters Score -145488.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -145520.640625 Penalty: 3795.427002
	Iteration 11Q: 3 clusters Score -145520.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -145553.109375 Penalty: 3795.427002
	Iteration 12Q: 3 clusters Score -145553.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -145578.859375 Penalty: 3795.427002
	Iteration 13Q: 3 clusters Score -145578.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -145609.484375 Penalty: 3795.427002
	Iteration 14Q: 3 clusters Score -145609.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -145638.703125 Penalty: 3795.427002
	Iteration 15Q: 3 clusters Score -145638.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -145662.750000 Penalty: 3795.427002
	Iteration 16Q: 3 clusters Score -145662.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -145686.984375 Penalty: 3795.427002
	Iteration 17Q: 3 clusters Score -145687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -145706.718750 Penalty: 3795.427002
	Iteration 18Q: 3 clusters Score -145706.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -145721.343750 Penalty: 3795.427002
	Iteration 19Q: 3 clusters Score -145721.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -145730.062500 Penalty: 3795.427002
	Iteration 20F: 3 clusters Score -145730.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -145739.281250 Penalty: 3795.427002
	Iteration 21Q: 3 clusters Score -145739.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -145746.906250 Penalty: 3795.427002
	Iteration 22Q: 3 clusters Score -145746.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -145753.250000 Penalty: 3795.427002
	Iteration 23Q: 3 clusters Score -145753.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -145758.343750 Penalty: 3795.427002
	Iteration 24Q: 3 clusters Score -145758.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -145761.687500 Penalty: 3795.427002
	Iteration 25Q: 3 clusters Score -145761.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -145765.750000 Penalty: 3795.427002
	Iteration 26Q: 3 clusters Score -145765.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -145770.046875 Penalty: 3795.427002
	Iteration 27Q: 3 clusters Score -145770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -145771.796875 Penalty: 3795.427002
	Iteration 28Q: 3 clusters Score -145771.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -145775.468750 Penalty: 3795.427002
	Iteration 29Q: 3 clusters Score -145775.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -145777.109375 Penalty: 3795.427002
	Iteration 30Q: 3 clusters Score -145777.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -145777.109375 Penalty: 3795.427002
	Iteration 31F: 3 clusters Score -145777.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Entering Unmasked Estep 
Score: -440342.656250 Penalty: 2161.334961
	Iteration 0F: 2 clusters Score -440342.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -435133.218750 Penalty: 4322.669922
	Iteration 0F: 3 clusters Score -435133.2 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -436501.812500 Penalty: 4322.669922
	Iteration 1F: 3 clusters Score -436501.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -436757.562500 Penalty: 4322.669922
	Iteration 2F: 3 clusters Score -436757.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -436964.625000 Penalty: 4322.669922
	Iteration 3F: 3 clusters Score -436964.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -437124.750000 Penalty: 4322.669922
	Iteration 4Q: 3 clusters Score -437124.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -437259.781250 Penalty: 4322.669922
	Iteration 5Q: 3 clusters Score -437259.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -437392.375000 Penalty: 4322.669922
	Iteration 6Q: 3 clusters Score -437392.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -437533.312500 Penalty: 4322.669922
	Iteration 7Q: 3 clusters Score -437533.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -437647.218750 Penalty: 4322.669922
	Iteration 8Q: 3 clusters Score -437647.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -437752.093750 Penalty: 4322.669922
	Iteration 9Q: 3 clusters Score -437752.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -437840.500000 Penalty: 4322.669922
	Iteration 10Q: 3 clusters Score -437840.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -437928.468750 Penalty: 4322.669922
	Iteration 11Q: 3 clusters Score -437928.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -438000.000000 Penalty: 4322.669922
	Iteration 12Q: 3 clusters Score -438000 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -438059.500000 Penalty: 4322.669922
	Iteration 13Q: 3 clusters Score -438059.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -438111.156250 Penalty: 4322.669922
	Iteration 14Q: 3 clusters Score -438111.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -438156.968750 Penalty: 4322.669922
	Iteration 15Q: 3 clusters Score -438157 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -438207.125000 Penalty: 4322.669922
	Iteration 16Q: 3 clusters Score -438207.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -438252.656250 Penalty: 4322.669922
	Iteration 17Q: 3 clusters Score -438252.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -438289.062500 Penalty: 4322.669922
	Iteration 18Q: 3 clusters Score -438289.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -438315.875000 Penalty: 4322.669922
	Iteration 19Q: 3 clusters Score -438315.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -438349.781250 Penalty: 4322.669922
	Iteration 20F: 3 clusters Score -438349.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -438381.937500 Penalty: 4322.669922
	Iteration 21Q: 3 clusters Score -438381.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -438412.187500 Penalty: 4322.669922
	Iteration 22Q: 3 clusters Score -438412.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -438432.625000 Penalty: 4322.669922
	Iteration 23Q: 3 clusters Score -438432.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -438453.968750 Penalty: 4322.669922
	Iteration 24Q: 3 clusters Score -438454 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -438478.781250 Penalty: 4322.669922
	Iteration 25Q: 3 clusters Score -438478.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -438497.000000 Penalty: 4322.669922
	Iteration 26Q: 3 clusters Score -438497 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -438510.406250 Penalty: 4322.669922
	Iteration 27Q: 3 clusters Score -438510.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -438518.781250 Penalty: 4322.669922
	Iteration 28Q: 3 clusters Score -438518.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -438529.031250 Penalty: 4322.669922
	Iteration 29Q: 3 clusters Score -438529 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -438538.218750 Penalty: 4322.669922
	Iteration 30Q: 3 clusters Score -438538.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -438545.000000 Penalty: 4322.669922
	Iteration 31Q: 3 clusters Score -438545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -438552.062500 Penalty: 4322.669922
	Iteration 32Q: 3 clusters Score -438552.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -438560.500000 Penalty: 4322.669922
	Iteration 33Q: 3 clusters Score -438560.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -438567.437500 Penalty: 4322.669922
	Iteration 34Q: 3 clusters Score -438567.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -438575.687500 Penalty: 4322.669922
	Iteration 35Q: 3 clusters Score -438575.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -438583.375000 Penalty: 4322.669922
	Iteration 36Q: 3 clusters Score -438583.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -438592.312500 Penalty: 4322.669922
	Iteration 37Q: 3 clusters Score -438592.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -438601.187500 Penalty: 4322.669922
	Iteration 38Q: 3 clusters Score -438601.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -438609.375000 Penalty: 4322.669922
	Iteration 39Q: 3 clusters Score -438609.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -438618.437500 Penalty: 4322.669922
	Iteration 40F: 3 clusters Score -438618.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -438630.593750 Penalty: 4322.669922
	Iteration 41Q: 3 clusters Score -438630.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -438643.218750 Penalty: 4322.669922
	Iteration 42Q: 3 clusters Score -438643.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -438653.250000 Penalty: 4322.669922
	Iteration 43Q: 3 clusters Score -438653.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -438661.843750 Penalty: 4322.669922
	Iteration 44Q: 3 clusters Score -438661.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -438668.156250 Penalty: 4322.669922
	Iteration 45Q: 3 clusters Score -438668.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -438678.187500 Penalty: 4322.669922
	Iteration 46Q: 3 clusters Score -438678.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -438685.500000 Penalty: 4322.669922
	Iteration 47Q: 3 clusters Score -438685.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -438695.593750 Penalty: 4322.669922
	Iteration 48Q: 3 clusters Score -438695.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -438704.125000 Penalty: 4322.669922
	Iteration 49Q: 3 clusters Score -438704.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -438713.156250 Penalty: 4322.669922
	Iteration 50Q: 3 clusters Score -438713.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -438721.937500 Penalty: 4322.669922
	Iteration 51Q: 3 clusters Score -438721.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -438729.687500 Penalty: 4322.669922
	Iteration 52Q: 3 clusters Score -438729.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -438737.031250 Penalty: 4322.669922
	Iteration 53Q: 3 clusters Score -438737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -438740.343750 Penalty: 4322.669922
	Iteration 54Q: 3 clusters Score -438740.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -438747.500000 Penalty: 4322.669922
	Iteration 55Q: 3 clusters Score -438747.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -438757.250000 Penalty: 4322.669922
	Iteration 56Q: 3 clusters Score -438757.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -438768.562500 Penalty: 4322.669922
	Iteration 57Q: 3 clusters Score -438768.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -438778.343750 Penalty: 4322.669922
	Iteration 58Q: 3 clusters Score -438778.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -438788.000000 Penalty: 4322.669922
	Iteration 59Q: 3 clusters Score -438788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -438800.187500 Penalty: 4322.669922
	Iteration 60F: 3 clusters Score -438800.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -438814.250000 Penalty: 4322.669922
	Iteration 61Q: 3 clusters Score -438814.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -438826.937500 Penalty: 4322.669922
	Iteration 62Q: 3 clusters Score -438826.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -438837.343750 Penalty: 4322.669922
	Iteration 63Q: 3 clusters Score -438837.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -438845.718750 Penalty: 4322.669922
	Iteration 64Q: 3 clusters Score -438845.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -438851.875000 Penalty: 4322.669922
	Iteration 65Q: 3 clusters Score -438851.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -438857.343750 Penalty: 4322.669922
	Iteration 66Q: 3 clusters Score -438857.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -438860.437500 Penalty: 4322.669922
	Iteration 67Q: 3 clusters Score -438860.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -438863.843750 Penalty: 4322.669922
	Iteration 68Q: 3 clusters Score -438863.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -438865.875000 Penalty: 4322.669922
	Iteration 69Q: 3 clusters Score -438865.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -438865.750000 Penalty: 4322.669922
	Iteration 70Q: 3 clusters Score -438865.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -438869.656250 Penalty: 4322.669922
	Iteration 71Q: 3 clusters Score -438869.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -438872.562500 Penalty: 4322.669922
	Iteration 72Q: 3 clusters Score -438872.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -438875.968750 Penalty: 4322.669922
	Iteration 73Q: 3 clusters Score -438876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -438878.781250 Penalty: 4322.669922
	Iteration 74Q: 3 clusters Score -438878.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -438881.312500 Penalty: 4322.669922
	Iteration 75Q: 3 clusters Score -438881.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -438883.625000 Penalty: 4322.669922
	Iteration 76Q: 3 clusters Score -438883.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -438887.250000 Penalty: 4322.669922
	Iteration 77Q: 3 clusters Score -438887.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -438891.375000 Penalty: 4322.669922
	Iteration 78Q: 3 clusters Score -438891.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -438894.937500 Penalty: 4322.669922
	Iteration 79Q: 3 clusters Score -438894.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -438903.906250 Penalty: 4322.669922
	Iteration 80F: 3 clusters Score -438903.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -438913.156250 Penalty: 4322.669922
	Iteration 81Q: 3 clusters Score -438913.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -438922.875000 Penalty: 4322.669922
	Iteration 82Q: 3 clusters Score -438922.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -438930.750000 Penalty: 4322.669922
	Iteration 83Q: 3 clusters Score -438930.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -438941.625000 Penalty: 4322.669922
	Iteration 84Q: 3 clusters Score -438941.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -438959.687500 Penalty: 4322.669922
	Iteration 85Q: 3 clusters Score -438959.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -438974.937500 Penalty: 4322.669922
	Iteration 86Q: 3 clusters Score -438974.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -438980.375000 Penalty: 4322.669922
	Iteration 87Q: 3 clusters Score -438980.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -438985.906250 Penalty: 4322.669922
	Iteration 88Q: 3 clusters Score -438985.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -438990.406250 Penalty: 4322.669922
	Iteration 89Q: 3 clusters Score -438990.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -438996.312500 Penalty: 4322.669922
	Iteration 90Q: 3 clusters Score -438996.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -438998.156250 Penalty: 4322.669922
	Iteration 91Q: 3 clusters Score -438998.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -439002.437500 Penalty: 4322.669922
	Iteration 92Q: 3 clusters Score -439002.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -439005.625000 Penalty: 4322.669922
	Iteration 93Q: 3 clusters Score -439005.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -439009.156250 Penalty: 4322.669922
	Iteration 94Q: 3 clusters Score -439009.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -439012.906250 Penalty: 4322.669922
	Iteration 95Q: 3 clusters Score -439012.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -439017.156250 Penalty: 4322.669922
	Iteration 96Q: 3 clusters Score -439017.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -439019.625000 Penalty: 4322.669922
	Iteration 97Q: 3 clusters Score -439019.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -439019.718750 Penalty: 4322.669922
	Iteration 98Q: 3 clusters Score -439019.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -439020.968750 Penalty: 4322.669922
	Iteration 99Q: 3 clusters Score -439021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -439023.343750 Penalty: 4322.669922
	Iteration 100F: 3 clusters Score -439023.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -439024.656250 Penalty: 4322.669922
	Iteration 101Q: 3 clusters Score -439024.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -439026.718750 Penalty: 4322.669922
	Iteration 102Q: 3 clusters Score -439026.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -439028.062500 Penalty: 4322.669922
	Iteration 103Q: 3 clusters Score -439028.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -439030.375000 Penalty: 4322.669922
	Iteration 104Q: 3 clusters Score -439030.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -439031.000000 Penalty: 4322.669922
	Iteration 105Q: 3 clusters Score -439031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -439031.593750 Penalty: 4322.669922
	Iteration 106Q: 3 clusters Score -439031.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -439034.406250 Penalty: 4322.669922
	Iteration 107Q: 3 clusters Score -439034.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -439035.562500 Penalty: 4322.669922
	Iteration 108Q: 3 clusters Score -439035.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -439037.375000 Penalty: 4322.669922
	Iteration 109Q: 3 clusters Score -439037.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -439040.875000 Penalty: 4322.669922
	Iteration 110Q: 3 clusters Score -439040.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -439044.250000 Penalty: 4322.669922
	Iteration 111Q: 3 clusters Score -439044.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -439047.781250 Penalty: 4322.669922
	Iteration 112Q: 3 clusters Score -439047.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -439052.281250 Penalty: 4322.669922
	Iteration 113Q: 3 clusters Score -439052.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -439055.718750 Penalty: 4322.669922
	Iteration 114Q: 3 clusters Score -439055.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -439065.093750 Penalty: 4322.669922
	Iteration 115Q: 3 clusters Score -439065.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -439074.125000 Penalty: 4322.669922
	Iteration 116Q: 3 clusters Score -439074.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -439087.843750 Penalty: 4322.669922
	Iteration 117Q: 3 clusters Score -439087.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -439096.687500 Penalty: 4322.669922
	Iteration 118Q: 3 clusters Score -439096.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -439107.500000 Penalty: 4322.669922
	Iteration 119Q: 3 clusters Score -439107.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -439119.343750 Penalty: 4322.669922
	Iteration 120F: 3 clusters Score -439119.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -439131.250000 Penalty: 4322.669922
	Iteration 121Q: 3 clusters Score -439131.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -439143.937500 Penalty: 4322.669922
	Iteration 122Q: 3 clusters Score -439143.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -439152.812500 Penalty: 4322.669922
	Iteration 123Q: 3 clusters Score -439152.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -439157.750000 Penalty: 4322.669922
	Iteration 124Q: 3 clusters Score -439157.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -439164.906250 Penalty: 4322.669922
	Iteration 125Q: 3 clusters Score -439164.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -439172.312500 Penalty: 4322.669922
	Iteration 126Q: 3 clusters Score -439172.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -439179.750000 Penalty: 4322.669922
	Iteration 127Q: 3 clusters Score -439179.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -439188.125000 Penalty: 4322.669922
	Iteration 128Q: 3 clusters Score -439188.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -439194.531250 Penalty: 4322.669922
	Iteration 129Q: 3 clusters Score -439194.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -439197.468750 Penalty: 4322.669922
	Iteration 130Q: 3 clusters Score -439197.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -439200.406250 Penalty: 4322.669922
	Iteration 131Q: 3 clusters Score -439200.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -439201.406250 Penalty: 4322.669922
	Iteration 132Q: 3 clusters Score -439201.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -439202.812500 Penalty: 4322.669922
	Iteration 133Q: 3 clusters Score -439202.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -439203.125000 Penalty: 4322.669922
	Iteration 134Q: 3 clusters Score -439203.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -439204.312500 Penalty: 4322.669922
	Iteration 135Q: 3 clusters Score -439204.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -439204.375000 Penalty: 4322.669922
	Iteration 136Q: 3 clusters Score -439204.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -439203.843750 Penalty: 4322.669922
	Iteration 137Q: 3 clusters Score -439203.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -439204.531250 Penalty: 4322.669922
	Iteration 138Q: 3 clusters Score -439204.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -439204.531250 Penalty: 4322.669922
	Iteration 139F: 3 clusters Score -439204.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Entering Unmasked Estep 
Score: -88926.265625 Penalty: 1772.399536
	Iteration 0F: 2 clusters Score -88926.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -86759.914062 Penalty: 3544.799072
	Iteration 0F: 3 clusters Score -86759.91 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -87087.835938 Penalty: 3544.799072
	Iteration 1F: 3 clusters Score -87087.84 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -87197.671875 Penalty: 3544.799072
	Iteration 2F: 3 clusters Score -87197.67 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -87268.828125 Penalty: 3544.799072
	Iteration 3Q: 3 clusters Score -87268.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -87296.296875 Penalty: 3544.799072
	Iteration 4Q: 3 clusters Score -87296.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -87318.781250 Penalty: 3544.799072
	Iteration 5Q: 3 clusters Score -87318.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -87338.750000 Penalty: 3544.799072
	Iteration 6Q: 3 clusters Score -87338.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -87354.304688 Penalty: 3544.799072
	Iteration 7Q: 3 clusters Score -87354.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -87373.617188 Penalty: 3544.799072
	Iteration 8Q: 3 clusters Score -87373.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -87390.882812 Penalty: 3544.799072
	Iteration 9Q: 3 clusters Score -87390.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -87397.187500 Penalty: 3544.799072
	Iteration 10Q: 3 clusters Score -87397.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -87408.648438 Penalty: 3544.799072
	Iteration 11Q: 3 clusters Score -87408.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -87424.718750 Penalty: 3544.799072
	Iteration 12Q: 3 clusters Score -87424.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -87437.179688 Penalty: 3544.799072
	Iteration 13Q: 3 clusters Score -87437.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -87465.593750 Penalty: 3544.799072
	Iteration 14Q: 3 clusters Score -87465.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -87493.445312 Penalty: 3544.799072
	Iteration 15Q: 3 clusters Score -87493.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -87518.234375 Penalty: 3544.799072
	Iteration 16Q: 3 clusters Score -87518.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -87552.093750 Penalty: 3544.799072
	Iteration 17Q: 3 clusters Score -87552.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -87605.921875 Penalty: 3544.799072
	Iteration 18Q: 3 clusters Score -87605.92 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -87705.085938 Penalty: 3544.799072
	Iteration 19Q: 3 clusters Score -87705.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -87773.820312 Penalty: 3544.799072
	Iteration 20F: 3 clusters Score -87773.82 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -87835.265625 Penalty: 3544.799072
	Iteration 21Q: 3 clusters Score -87835.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -87871.773438 Penalty: 3544.799072
	Iteration 22Q: 3 clusters Score -87871.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -87886.585938 Penalty: 3544.799072
	Iteration 23Q: 3 clusters Score -87886.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -87898.343750 Penalty: 3544.799072
	Iteration 24Q: 3 clusters Score -87898.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -87907.781250 Penalty: 3544.799072
	Iteration 25Q: 3 clusters Score -87907.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -87921.617188 Penalty: 3544.799072
	Iteration 26Q: 3 clusters Score -87921.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -87944.296875 Penalty: 3544.799072
	Iteration 27Q: 3 clusters Score -87944.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -87962.054688 Penalty: 3544.799072
	Iteration 28Q: 3 clusters Score -87962.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -87979.093750 Penalty: 3544.799072
	Iteration 29Q: 3 clusters Score -87979.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -87987.296875 Penalty: 3544.799072
	Iteration 30Q: 3 clusters Score -87987.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -87993.039062 Penalty: 3544.799072
	Iteration 31Q: 3 clusters Score -87993.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -87998.023438 Penalty: 3544.799072
	Iteration 32Q: 3 clusters Score -87998.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -88003.976562 Penalty: 3544.799072
	Iteration 33Q: 3 clusters Score -88003.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -88013.710938 Penalty: 3544.799072
	Iteration 34Q: 3 clusters Score -88013.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -88022.710938 Penalty: 3544.799072
	Iteration 35Q: 3 clusters Score -88022.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -88030.351562 Penalty: 3544.799072
	Iteration 36Q: 3 clusters Score -88030.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -88044.585938 Penalty: 3544.799072
	Iteration 37Q: 3 clusters Score -88044.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -88059.359375 Penalty: 3544.799072
	Iteration 38Q: 3 clusters Score -88059.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -88070.578125 Penalty: 3544.799072
	Iteration 39Q: 3 clusters Score -88070.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -88079.867188 Penalty: 3544.799072
	Iteration 40F: 3 clusters Score -88079.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -88118.046875 Penalty: 3544.799072
	Iteration 41Q: 3 clusters Score -88118.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -88179.015625 Penalty: 3544.799072
	Iteration 42Q: 3 clusters Score -88179.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -88223.578125 Penalty: 3544.799072
	Iteration 43Q: 3 clusters Score -88223.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -88247.656250 Penalty: 3544.799072
	Iteration 44Q: 3 clusters Score -88247.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -88275.421875 Penalty: 3544.799072
	Iteration 45Q: 3 clusters Score -88275.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -88296.828125 Penalty: 3544.799072
	Iteration 46Q: 3 clusters Score -88296.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -88309.109375 Penalty: 3544.799072
	Iteration 47Q: 3 clusters Score -88309.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -88331.218750 Penalty: 3544.799072
	Iteration 48Q: 3 clusters Score -88331.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -88341.929688 Penalty: 3544.799072
	Iteration 49Q: 3 clusters Score -88341.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -88364.914062 Penalty: 3544.799072
	Iteration 50Q: 3 clusters Score -88364.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -88372.453125 Penalty: 3544.799072
	Iteration 51Q: 3 clusters Score -88372.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -88375.085938 Penalty: 3544.799072
	Iteration 52Q: 3 clusters Score -88375.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -88375.085938 Penalty: 3544.799072
	Iteration 53F: 3 clusters Score -88375.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Entering Unmasked Estep 
Score: -2136897.250000 Penalty: 2544.447266
	Iteration 0F: 2 clusters Score -2136897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2117184.250000 Penalty: 5088.894531
	Iteration 0F: 3 clusters Score -2117184 nChanged 12809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2124132.500000 Penalty: 5088.894531
	Iteration 1F: 3 clusters Score -2124132 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2124625.000000 Penalty: 5088.894531
	Iteration 2Q: 3 clusters Score -2124625 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -2125197.000000 Penalty: 5088.894531
	Iteration 3Q: 3 clusters Score -2125197 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2125926.250000 Penalty: 5088.894531
	Iteration 4Q: 3 clusters Score -2125926 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2126853.750000 Penalty: 5088.894531
	Iteration 5Q: 3 clusters Score -2126854 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2127910.000000 Penalty: 5088.894531
	Iteration 6F: 3 clusters Score -2127910 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2128900.500000 Penalty: 5088.894531
	Iteration 7F: 3 clusters Score -2128900 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2129796.500000 Penalty: 5088.894531
	Iteration 8F: 3 clusters Score -2129796 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2130560.500000 Penalty: 5088.894531
	Iteration 9Q: 3 clusters Score -2130560 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2131186.250000 Penalty: 5088.894531
	Iteration 10Q: 3 clusters Score -2131186 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2131763.000000 Penalty: 5088.894531
	Iteration 11Q: 3 clusters Score -2131763 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2132184.000000 Penalty: 5088.894531
	Iteration 12Q: 3 clusters Score -2132184 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2132520.250000 Penalty: 5088.894531
	Iteration 13Q: 3 clusters Score -2132520 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -2132758.000000 Penalty: 5088.894531
	Iteration 14Q: 3 clusters Score -2132758 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -2132951.250000 Penalty: 5088.894531
	Iteration 15Q: 3 clusters Score -2132951 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2133093.500000 Penalty: 5088.894531
	Iteration 16Q: 3 clusters Score -2133094 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -2133214.000000 Penalty: 5088.894531
	Iteration 17Q: 3 clusters Score -2133214 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -2133339.250000 Penalty: 5088.894531
	Iteration 18Q: 3 clusters Score -2133339 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -2133449.500000 Penalty: 5088.894531
	Iteration 19Q: 3 clusters Score -2133450 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -2133535.000000 Penalty: 5088.894531
	Iteration 20F: 3 clusters Score -2133535 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -2133624.750000 Penalty: 5088.894531
	Iteration 21Q: 3 clusters Score -2133625 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -2133692.500000 Penalty: 5088.894531
	Iteration 22Q: 3 clusters Score -2133692 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -2133770.500000 Penalty: 5088.894531
	Iteration 23Q: 3 clusters Score -2133770 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -2133831.750000 Penalty: 5088.894531
	Iteration 24Q: 3 clusters Score -2133832 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -2133899.500000 Penalty: 5088.894531
	Iteration 25Q: 3 clusters Score -2133900 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -2133971.750000 Penalty: 5088.894531
	Iteration 26Q: 3 clusters Score -2133972 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -2134031.250000 Penalty: 5088.894531
	Iteration 27Q: 3 clusters Score -2134031 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -2134076.250000 Penalty: 5088.894531
	Iteration 28Q: 3 clusters Score -2134076 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -2134119.500000 Penalty: 5088.894531
	Iteration 29Q: 3 clusters Score -2134120 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -2134157.750000 Penalty: 5088.894531
	Iteration 30Q: 3 clusters Score -2134158 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -2134205.250000 Penalty: 5088.894531
	Iteration 31Q: 3 clusters Score -2134205 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -2134248.500000 Penalty: 5088.894531
	Iteration 32Q: 3 clusters Score -2134248 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -2134300.000000 Penalty: 5088.894531
	Iteration 33Q: 3 clusters Score -2134300 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -2134332.750000 Penalty: 5088.894531
	Iteration 34Q: 3 clusters Score -2134333 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -2134348.000000 Penalty: 5088.894531
	Iteration 35Q: 3 clusters Score -2134348 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -2134376.000000 Penalty: 5088.894531
	Iteration 36Q: 3 clusters Score -2134376 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -2134397.500000 Penalty: 5088.894531
	Iteration 37Q: 3 clusters Score -2134398 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -2134426.000000 Penalty: 5088.894531
	Iteration 38Q: 3 clusters Score -2134426 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -2134454.000000 Penalty: 5088.894531
	Iteration 39Q: 3 clusters Score -2134454 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -2134475.250000 Penalty: 5088.894531
	Iteration 40F: 3 clusters Score -2134475 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -2134490.250000 Penalty: 5088.894531
	Iteration 41Q: 3 clusters Score -2134490 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -2134507.750000 Penalty: 5088.894531
	Iteration 42Q: 3 clusters Score -2134508 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -2134524.000000 Penalty: 5088.894531
	Iteration 43Q: 3 clusters Score -2134524 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -2134538.000000 Penalty: 5088.894531
	Iteration 44Q: 3 clusters Score -2134538 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -2134550.250000 Penalty: 5088.894531
	Iteration 45Q: 3 clusters Score -2134550 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -2134567.250000 Penalty: 5088.894531
	Iteration 46Q: 3 clusters Score -2134567 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -2134585.000000 Penalty: 5088.894531
	Iteration 47Q: 3 clusters Score -2134585 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -2134599.250000 Penalty: 5088.894531
	Iteration 48Q: 3 clusters Score -2134599 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -2134610.250000 Penalty: 5088.894531
	Iteration 49Q: 3 clusters Score -2134610 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -2134613.000000 Penalty: 5088.894531
	Iteration 50Q: 3 clusters Score -2134613 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -2134625.500000 Penalty: 5088.894531
	Iteration 51Q: 3 clusters Score -2134626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -2134625.000000 Penalty: 5088.894531
	Iteration 52Q: 3 clusters Score -2134625 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -2134627.750000 Penalty: 5088.894531
	Iteration 53Q: 3 clusters Score -2134628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -2134636.500000 Penalty: 5088.894531
	Iteration 54Q: 3 clusters Score -2134636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -2134635.000000 Penalty: 5088.894531
	Iteration 55Q: 3 clusters Score -2134635 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -2134653.750000 Penalty: 5088.894531
	Iteration 56Q: 3 clusters Score -2134654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -2134669.250000 Penalty: 5088.894531
	Iteration 57Q: 3 clusters Score -2134669 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -2134681.750000 Penalty: 5088.894531
	Iteration 58Q: 3 clusters Score -2134682 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -2134695.500000 Penalty: 5088.894531
	Iteration 59Q: 3 clusters Score -2134696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -2134711.250000 Penalty: 5088.894531
	Iteration 60F: 3 clusters Score -2134711 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -2134721.500000 Penalty: 5088.894531
	Iteration 61Q: 3 clusters Score -2134722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -2134722.500000 Penalty: 5088.894531
	Iteration 62Q: 3 clusters Score -2134722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -2134735.250000 Penalty: 5088.894531
	Iteration 63Q: 3 clusters Score -2134735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -2134743.500000 Penalty: 5088.894531
	Iteration 64Q: 3 clusters Score -2134744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -2134749.500000 Penalty: 5088.894531
	Iteration 65Q: 3 clusters Score -2134750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -2134757.250000 Penalty: 5088.894531
	Iteration 66Q: 3 clusters Score -2134757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -2134764.250000 Penalty: 5088.894531
	Iteration 67Q: 3 clusters Score -2134764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -2134769.500000 Penalty: 5088.894531
	Iteration 68Q: 3 clusters Score -2134770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -2134776.750000 Penalty: 5088.894531
	Iteration 69Q: 3 clusters Score -2134777 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -2134775.250000 Penalty: 5088.894531
	Iteration 70Q: 3 clusters Score -2134775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -2134779.500000 Penalty: 5088.894531
	Iteration 71Q: 3 clusters Score -2134780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -2134778.500000 Penalty: 5088.894531
	Iteration 72Q: 3 clusters Score -2134778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -2134775.000000 Penalty: 5088.894531
	Iteration 73Q: 3 clusters Score -2134775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -2134777.000000 Penalty: 5088.894531
	Iteration 74Q: 3 clusters Score -2134777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -2134777.250000 Penalty: 5088.894531
	Iteration 75Q: 3 clusters Score -2134777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -2134778.500000 Penalty: 5088.894531
	Iteration 76Q: 3 clusters Score -2134778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -2134782.000000 Penalty: 5088.894531
	Iteration 77Q: 3 clusters Score -2134782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -2134781.250000 Penalty: 5088.894531
	Iteration 78Q: 3 clusters Score -2134781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -2134776.500000 Penalty: 5088.894531
	Iteration 79Q: 3 clusters Score -2134776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -2134777.000000 Penalty: 5088.894531
	Iteration 80F: 3 clusters Score -2134777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -2134776.250000 Penalty: 5088.894531
	Iteration 81Q: 3 clusters Score -2134776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -2134777.000000 Penalty: 5088.894531
	Iteration 82Q: 3 clusters Score -2134777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -2134775.750000 Penalty: 5088.894531
	Iteration 83Q: 3 clusters Score -2134776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -2134776.500000 Penalty: 5088.894531
	Iteration 84Q: 3 clusters Score -2134776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -2134781.750000 Penalty: 5088.894531
	Iteration 85Q: 3 clusters Score -2134782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -2134780.000000 Penalty: 5088.894531
	Iteration 86Q: 3 clusters Score -2134780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -2134780.000000 Penalty: 5088.894531
	Iteration 87F: 3 clusters Score -2134780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Entering Unmasked Estep 
Score: -351856.187500 Penalty: 2101.156494
	Iteration 0F: 2 clusters Score -351856.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -347423.218750 Penalty: 4202.312988
	Iteration 0F: 3 clusters Score -347423.2 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -348577.406250 Penalty: 4202.312988
	Iteration 1F: 3 clusters Score -348577.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -348872.343750 Penalty: 4202.312988
	Iteration 2F: 3 clusters Score -348872.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -349145.125000 Penalty: 4202.312988
	Iteration 3F: 3 clusters Score -349145.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -349344.968750 Penalty: 4202.312988
	Iteration 4F: 3 clusters Score -349345 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -349504.968750 Penalty: 4202.312988
	Iteration 5Q: 3 clusters Score -349505 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -349626.093750 Penalty: 4202.312988
	Iteration 6Q: 3 clusters Score -349626.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -349729.406250 Penalty: 4202.312988
	Iteration 7Q: 3 clusters Score -349729.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -349826.875000 Penalty: 4202.312988
	Iteration 8Q: 3 clusters Score -349826.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -349930.156250 Penalty: 4202.312988
	Iteration 9Q: 3 clusters Score -349930.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -350021.281250 Penalty: 4202.312988
	Iteration 10Q: 3 clusters Score -350021.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -350105.375000 Penalty: 4202.312988
	Iteration 11Q: 3 clusters Score -350105.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -350190.375000 Penalty: 4202.312988
	Iteration 12Q: 3 clusters Score -350190.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -350267.156250 Penalty: 4202.312988
	Iteration 13Q: 3 clusters Score -350267.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -350349.937500 Penalty: 4202.312988
	Iteration 14Q: 3 clusters Score -350349.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -350414.531250 Penalty: 4202.312988
	Iteration 15Q: 3 clusters Score -350414.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -350453.750000 Penalty: 4202.312988
	Iteration 16Q: 3 clusters Score -350453.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -350488.062500 Penalty: 4202.312988
	Iteration 17Q: 3 clusters Score -350488.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -350516.250000 Penalty: 4202.312988
	Iteration 18Q: 3 clusters Score -350516.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -350534.687500 Penalty: 4202.312988
	Iteration 19Q: 3 clusters Score -350534.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -350546.531250 Penalty: 4202.312988
	Iteration 20F: 3 clusters Score -350546.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -350554.562500 Penalty: 4202.312988
	Iteration 21Q: 3 clusters Score -350554.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -350563.531250 Penalty: 4202.312988
	Iteration 22Q: 3 clusters Score -350563.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -350569.187500 Penalty: 4202.312988
	Iteration 23Q: 3 clusters Score -350569.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -350574.875000 Penalty: 4202.312988
	Iteration 24Q: 3 clusters Score -350574.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -350580.250000 Penalty: 4202.312988
	Iteration 25Q: 3 clusters Score -350580.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -350583.968750 Penalty: 4202.312988
	Iteration 26Q: 3 clusters Score -350584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -350586.656250 Penalty: 4202.312988
	Iteration 27Q: 3 clusters Score -350586.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -350587.843750 Penalty: 4202.312988
	Iteration 28Q: 3 clusters Score -350587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -350588.500000 Penalty: 4202.312988
	Iteration 29Q: 3 clusters Score -350588.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -350589.343750 Penalty: 4202.312988
	Iteration 30Q: 3 clusters Score -350589.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -350589.593750 Penalty: 4202.312988
	Iteration 31Q: 3 clusters Score -350589.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -350589.343750 Penalty: 4202.312988
	Iteration 32Q: 3 clusters Score -350589.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -350589.843750 Penalty: 4202.312988
	Iteration 33Q: 3 clusters Score -350589.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -350589.843750 Penalty: 4202.312988
	Iteration 34F: 3 clusters Score -350589.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Entering Unmasked Estep 
Score: -464740.406250 Penalty: 2177.901855
	Iteration 0F: 2 clusters Score -464740.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -459261.968750 Penalty: 4355.803711
	Iteration 0F: 3 clusters Score -459262 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -460704.000000 Penalty: 4355.803711
	Iteration 1F: 3 clusters Score -460704 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -461046.468750 Penalty: 4355.803711
	Iteration 2F: 3 clusters Score -461046.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -461289.468750 Penalty: 4355.803711
	Iteration 3F: 3 clusters Score -461289.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -461474.125000 Penalty: 4355.803711
	Iteration 4F: 3 clusters Score -461474.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -461622.281250 Penalty: 4355.803711
	Iteration 5Q: 3 clusters Score -461622.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -461748.593750 Penalty: 4355.803711
	Iteration 6Q: 3 clusters Score -461748.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -461871.062500 Penalty: 4355.803711
	Iteration 7Q: 3 clusters Score -461871.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -461994.406250 Penalty: 4355.803711
	Iteration 8Q: 3 clusters Score -461994.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -462133.500000 Penalty: 4355.803711
	Iteration 9Q: 3 clusters Score -462133.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -462282.187500 Penalty: 4355.803711
	Iteration 10Q: 3 clusters Score -462282.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -462438.875000 Penalty: 4355.803711
	Iteration 11Q: 3 clusters Score -462438.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -462595.406250 Penalty: 4355.803711
	Iteration 12Q: 3 clusters Score -462595.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -462740.156250 Penalty: 4355.803711
	Iteration 13Q: 3 clusters Score -462740.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -462888.406250 Penalty: 4355.803711
	Iteration 14Q: 3 clusters Score -462888.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -463038.406250 Penalty: 4355.803711
	Iteration 15Q: 3 clusters Score -463038.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -463160.687500 Penalty: 4355.803711
	Iteration 16Q: 3 clusters Score -463160.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -463251.218750 Penalty: 4355.803711
	Iteration 17Q: 3 clusters Score -463251.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -463331.406250 Penalty: 4355.803711
	Iteration 18Q: 3 clusters Score -463331.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -463393.656250 Penalty: 4355.803711
	Iteration 19Q: 3 clusters Score -463393.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -463455.812500 Penalty: 4355.803711
	Iteration 20F: 3 clusters Score -463455.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -463521.375000 Penalty: 4355.803711
	Iteration 21Q: 3 clusters Score -463521.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -463575.625000 Penalty: 4355.803711
	Iteration 22Q: 3 clusters Score -463575.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -463625.750000 Penalty: 4355.803711
	Iteration 23Q: 3 clusters Score -463625.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -463663.343750 Penalty: 4355.803711
	Iteration 24Q: 3 clusters Score -463663.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -463693.062500 Penalty: 4355.803711
	Iteration 25Q: 3 clusters Score -463693.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -463724.218750 Penalty: 4355.803711
	Iteration 26Q: 3 clusters Score -463724.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -463754.312500 Penalty: 4355.803711
	Iteration 27Q: 3 clusters Score -463754.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -463786.718750 Penalty: 4355.803711
	Iteration 28Q: 3 clusters Score -463786.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -463834.093750 Penalty: 4355.803711
	Iteration 29Q: 3 clusters Score -463834.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -463875.000000 Penalty: 4355.803711
	Iteration 30Q: 3 clusters Score -463875 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -463922.906250 Penalty: 4355.803711
	Iteration 31Q: 3 clusters Score -463922.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -463961.312500 Penalty: 4355.803711
	Iteration 32Q: 3 clusters Score -463961.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -464002.437500 Penalty: 4355.803711
	Iteration 33Q: 3 clusters Score -464002.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -464037.656250 Penalty: 4355.803711
	Iteration 34Q: 3 clusters Score -464037.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -464080.062500 Penalty: 4355.803711
	Iteration 35Q: 3 clusters Score -464080.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -464113.562500 Penalty: 4355.803711
	Iteration 36Q: 3 clusters Score -464113.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -464148.437500 Penalty: 4355.803711
	Iteration 37Q: 3 clusters Score -464148.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -464183.531250 Penalty: 4355.803711
	Iteration 38Q: 3 clusters Score -464183.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -464228.812500 Penalty: 4355.803711
	Iteration 39Q: 3 clusters Score -464228.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -464269.437500 Penalty: 4355.803711
	Iteration 40F: 3 clusters Score -464269.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -464312.218750 Penalty: 4355.803711
	Iteration 41Q: 3 clusters Score -464312.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -464347.468750 Penalty: 4355.803711
	Iteration 42Q: 3 clusters Score -464347.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -464372.343750 Penalty: 4355.803711
	Iteration 43Q: 3 clusters Score -464372.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -464386.500000 Penalty: 4355.803711
	Iteration 44Q: 3 clusters Score -464386.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -464403.093750 Penalty: 4355.803711
	Iteration 45Q: 3 clusters Score -464403.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -464421.781250 Penalty: 4355.803711
	Iteration 46Q: 3 clusters Score -464421.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -464442.218750 Penalty: 4355.803711
	Iteration 47Q: 3 clusters Score -464442.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -464454.531250 Penalty: 4355.803711
	Iteration 48Q: 3 clusters Score -464454.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -464463.562500 Penalty: 4355.803711
	Iteration 49Q: 3 clusters Score -464463.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -464469.875000 Penalty: 4355.803711
	Iteration 50Q: 3 clusters Score -464469.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -464477.750000 Penalty: 4355.803711
	Iteration 51Q: 3 clusters Score -464477.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -464483.031250 Penalty: 4355.803711
	Iteration 52Q: 3 clusters Score -464483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -464487.406250 Penalty: 4355.803711
	Iteration 53Q: 3 clusters Score -464487.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -464492.218750 Penalty: 4355.803711
	Iteration 54Q: 3 clusters Score -464492.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -464498.250000 Penalty: 4355.803711
	Iteration 55Q: 3 clusters Score -464498.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -464502.250000 Penalty: 4355.803711
	Iteration 56Q: 3 clusters Score -464502.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -464502.812500 Penalty: 4355.803711
	Iteration 57Q: 3 clusters Score -464502.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -464505.656250 Penalty: 4355.803711
	Iteration 58Q: 3 clusters Score -464505.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -464506.750000 Penalty: 4355.803711
	Iteration 59Q: 3 clusters Score -464506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -464506.312500 Penalty: 4355.803711
	Iteration 60F: 3 clusters Score -464506.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -464507.062500 Penalty: 4355.803711
	Iteration 61Q: 3 clusters Score -464507.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -464507.062500 Penalty: 4355.803711
	Iteration 62F: 3 clusters Score -464507.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Entering Unmasked Estep 
Score: -1200123.500000 Penalty: 2432.907227
	Iteration 0F: 2 clusters Score -1200124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1187252.250000 Penalty: 4865.814453
	Iteration 0F: 3 clusters Score -1187252 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1191595.125000 Penalty: 4865.814453
	Iteration 1F: 3 clusters Score -1191595 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1192094.125000 Penalty: 4865.814453
	Iteration 2F: 3 clusters Score -1192094 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1192570.375000 Penalty: 4865.814453
	Iteration 3F: 3 clusters Score -1192570 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1193001.500000 Penalty: 4865.814453
	Iteration 4F: 3 clusters Score -1193002 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1193449.500000 Penalty: 4865.814453
	Iteration 5Q: 3 clusters Score -1193450 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1193901.500000 Penalty: 4865.814453
	Iteration 6Q: 3 clusters Score -1193902 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1194413.250000 Penalty: 4865.814453
	Iteration 7Q: 3 clusters Score -1194413 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1194963.625000 Penalty: 4865.814453
	Iteration 8Q: 3 clusters Score -1194964 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1195511.375000 Penalty: 4865.814453
	Iteration 9Q: 3 clusters Score -1195511 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1196013.000000 Penalty: 4865.814453
	Iteration 10Q: 3 clusters Score -1196013 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1196495.125000 Penalty: 4865.814453
	Iteration 11Q: 3 clusters Score -1196495 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1196924.875000 Penalty: 4865.814453
	Iteration 12Q: 3 clusters Score -1196925 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1197281.125000 Penalty: 4865.814453
	Iteration 13Q: 3 clusters Score -1197281 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -1197599.375000 Penalty: 4865.814453
	Iteration 14Q: 3 clusters Score -1197599 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -1197876.500000 Penalty: 4865.814453
	Iteration 15Q: 3 clusters Score -1197876 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -1198072.625000 Penalty: 4865.814453
	Iteration 16Q: 3 clusters Score -1198073 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -1198247.125000 Penalty: 4865.814453
	Iteration 17Q: 3 clusters Score -1198247 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -1198358.125000 Penalty: 4865.814453
	Iteration 18Q: 3 clusters Score -1198358 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -1198421.375000 Penalty: 4865.814453
	Iteration 19Q: 3 clusters Score -1198421 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -1198460.750000 Penalty: 4865.814453
	Iteration 20F: 3 clusters Score -1198461 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -1198492.500000 Penalty: 4865.814453
	Iteration 21Q: 3 clusters Score -1198492 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -1198516.750000 Penalty: 4865.814453
	Iteration 22Q: 3 clusters Score -1198517 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -1198535.625000 Penalty: 4865.814453
	Iteration 23Q: 3 clusters Score -1198536 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -1198560.500000 Penalty: 4865.814453
	Iteration 24Q: 3 clusters Score -1198560 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -1198572.375000 Penalty: 4865.814453
	Iteration 25Q: 3 clusters Score -1198572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -1198590.625000 Penalty: 4865.814453
	Iteration 26Q: 3 clusters Score -1198591 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -1198593.750000 Penalty: 4865.814453
	Iteration 27Q: 3 clusters Score -1198594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -1198603.375000 Penalty: 4865.814453
	Iteration 28Q: 3 clusters Score -1198603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -1198608.750000 Penalty: 4865.814453
	Iteration 29Q: 3 clusters Score -1198609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -1198611.125000 Penalty: 4865.814453
	Iteration 30Q: 3 clusters Score -1198611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -1198613.750000 Penalty: 4865.814453
	Iteration 31Q: 3 clusters Score -1198614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -1198615.125000 Penalty: 4865.814453
	Iteration 32Q: 3 clusters Score -1198615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -1198618.375000 Penalty: 4865.814453
	Iteration 33Q: 3 clusters Score -1198618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -1198617.000000 Penalty: 4865.814453
	Iteration 34Q: 3 clusters Score -1198617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -1198621.250000 Penalty: 4865.814453
	Iteration 35Q: 3 clusters Score -1198621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -1198623.625000 Penalty: 4865.814453
	Iteration 36Q: 3 clusters Score -1198624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -1198630.250000 Penalty: 4865.814453
	Iteration 37Q: 3 clusters Score -1198630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -1198633.125000 Penalty: 4865.814453
	Iteration 38Q: 3 clusters Score -1198633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -1198636.750000 Penalty: 4865.814453
	Iteration 39Q: 3 clusters Score -1198637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -1198642.500000 Penalty: 4865.814453
	Iteration 40F: 3 clusters Score -1198642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -1198645.375000 Penalty: 4865.814453
	Iteration 41Q: 3 clusters Score -1198645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -1198645.500000 Penalty: 4865.814453
	Iteration 42Q: 3 clusters Score -1198646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -1198645.375000 Penalty: 4865.814453
	Iteration 43Q: 3 clusters Score -1198645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -1198644.125000 Penalty: 4865.814453
	Iteration 44Q: 3 clusters Score -1198644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -1198646.625000 Penalty: 4865.814453
	Iteration 45Q: 3 clusters Score -1198647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -1198647.500000 Penalty: 4865.814453
	Iteration 46Q: 3 clusters Score -1198648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -1198651.875000 Penalty: 4865.814453
	Iteration 47Q: 3 clusters Score -1198652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -1198654.500000 Penalty: 4865.814453
	Iteration 48Q: 3 clusters Score -1198654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -1198655.000000 Penalty: 4865.814453
	Iteration 49Q: 3 clusters Score -1198655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -1198656.625000 Penalty: 4865.814453
	Iteration 50Q: 3 clusters Score -1198657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -1198660.250000 Penalty: 4865.814453
	Iteration 51Q: 3 clusters Score -1198660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -1198662.250000 Penalty: 4865.814453
	Iteration 52Q: 3 clusters Score -1198662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -1198663.625000 Penalty: 4865.814453
	Iteration 53Q: 3 clusters Score -1198664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -1198661.125000 Penalty: 4865.814453
	Iteration 54Q: 3 clusters Score -1198661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -1198664.750000 Penalty: 4865.814453
	Iteration 55Q: 3 clusters Score -1198665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -1198666.125000 Penalty: 4865.814453
	Iteration 56Q: 3 clusters Score -1198666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -1198665.125000 Penalty: 4865.814453
	Iteration 57Q: 3 clusters Score -1198665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -1198665.125000 Penalty: 4865.814453
	Iteration 58F: 3 clusters Score -1198665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Entering Unmasked Estep 
Score: -1026538.062500 Penalty: 2366.206055
	Iteration 0F: 2 clusters Score -1026538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1016507.187500 Penalty: 4732.412109
	Iteration 0F: 3 clusters Score -1016507 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1019709.562500 Penalty: 4732.412109
	Iteration 1F: 3 clusters Score -1019710 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1020187.937500 Penalty: 4732.412109
	Iteration 2F: 3 clusters Score -1020188 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1020636.375000 Penalty: 4732.412109
	Iteration 3F: 3 clusters Score -1020636 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1021105.875000 Penalty: 4732.412109
	Iteration 4F: 3 clusters Score -1021106 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1021536.812500 Penalty: 4732.412109
	Iteration 5F: 3 clusters Score -1021537 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1021988.937500 Penalty: 4732.412109
	Iteration 6F: 3 clusters Score -1021989 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1022400.000000 Penalty: 4732.412109
	Iteration 7Q: 3 clusters Score -1022400 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1022783.250000 Penalty: 4732.412109
	Iteration 8Q: 3 clusters Score -1022783 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1023126.062500 Penalty: 4732.412109
	Iteration 9Q: 3 clusters Score -1023126 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1023481.812500 Penalty: 4732.412109
	Iteration 10Q: 3 clusters Score -1023482 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1023814.437500 Penalty: 4732.412109
	Iteration 11Q: 3 clusters Score -1023814 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1024118.437500 Penalty: 4732.412109
	Iteration 12Q: 3 clusters Score -1024118 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1024413.750000 Penalty: 4732.412109
	Iteration 13Q: 3 clusters Score -1024414 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1024711.062500 Penalty: 4732.412109
	Iteration 14Q: 3 clusters Score -1024711 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1024959.562500 Penalty: 4732.412109
	Iteration 15Q: 3 clusters Score -1024960 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1025183.062500 Penalty: 4732.412109
	Iteration 16Q: 3 clusters Score -1025183 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1025318.875000 Penalty: 4732.412109
	Iteration 17Q: 3 clusters Score -1025319 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1025404.250000 Penalty: 4732.412109
	Iteration 18Q: 3 clusters Score -1025404 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1025465.062500 Penalty: 4732.412109
	Iteration 19Q: 3 clusters Score -1025465 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1025503.000000 Penalty: 4732.412109
	Iteration 20F: 3 clusters Score -1025503 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1025521.312500 Penalty: 4732.412109
	Iteration 21Q: 3 clusters Score -1025521 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1025533.375000 Penalty: 4732.412109
	Iteration 22Q: 3 clusters Score -1025533 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1025538.625000 Penalty: 4732.412109
	Iteration 23Q: 3 clusters Score -1025539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1025544.125000 Penalty: 4732.412109
	Iteration 24Q: 3 clusters Score -1025544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1025544.437500 Penalty: 4732.412109
	Iteration 25Q: 3 clusters Score -1025544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1025548.625000 Penalty: 4732.412109
	Iteration 26Q: 3 clusters Score -1025549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1025549.312500 Penalty: 4732.412109
	Iteration 27Q: 3 clusters Score -1025549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1025554.187500 Penalty: 4732.412109
	Iteration 28Q: 3 clusters Score -1025554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1025555.562500 Penalty: 4732.412109
	Iteration 29Q: 3 clusters Score -1025556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1025553.437500 Penalty: 4732.412109
	Iteration 30Q: 3 clusters Score -1025553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1025555.750000 Penalty: 4732.412109
	Iteration 31Q: 3 clusters Score -1025556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1025555.875000 Penalty: 4732.412109
	Iteration 32Q: 3 clusters Score -1025556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1025557.625000 Penalty: 4732.412109
	Iteration 33Q: 3 clusters Score -1025558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1025556.000000 Penalty: 4732.412109
	Iteration 34Q: 3 clusters Score -1025556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1025555.375000 Penalty: 4732.412109
	Iteration 35Q: 3 clusters Score -1025555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1025559.000000 Penalty: 4732.412109
	Iteration 36Q: 3 clusters Score -1025559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1025558.500000 Penalty: 4732.412109
	Iteration 37Q: 3 clusters Score -1025558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1025557.062500 Penalty: 4732.412109
	Iteration 38Q: 3 clusters Score -1025557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1025558.625000 Penalty: 4732.412109
	Iteration 39Q: 3 clusters Score -1025559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1025559.750000 Penalty: 4732.412109
	Iteration 40F: 3 clusters Score -1025560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Entering Unmasked Estep 
Score: -1225433.875000 Penalty: 2414.370605
	Iteration 0F: 2 clusters Score -1225434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1213376.250000 Penalty: 4828.741211
	Iteration 0F: 3 clusters Score -1213376 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1217347.750000 Penalty: 4828.741211
	Iteration 1F: 3 clusters Score -1217348 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1217859.000000 Penalty: 4828.741211
	Iteration 2F: 3 clusters Score -1217859 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1218421.500000 Penalty: 4828.741211
	Iteration 3F: 3 clusters Score -1218422 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1219018.750000 Penalty: 4828.741211
	Iteration 4F: 3 clusters Score -1219019 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1219707.750000 Penalty: 4828.741211
	Iteration 5F: 3 clusters Score -1219708 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1220467.625000 Penalty: 4828.741211
	Iteration 6F: 3 clusters Score -1220468 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1221228.250000 Penalty: 4828.741211
	Iteration 7F: 3 clusters Score -1221228 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1221966.250000 Penalty: 4828.741211
	Iteration 8F: 3 clusters Score -1221966 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1222669.375000 Penalty: 4828.741211
	Iteration 9Q: 3 clusters Score -1222669 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1223284.875000 Penalty: 4828.741211
	Iteration 10Q: 3 clusters Score -1223285 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1223746.125000 Penalty: 4828.741211
	Iteration 11Q: 3 clusters Score -1223746 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1224074.000000 Penalty: 4828.741211
	Iteration 12Q: 3 clusters Score -1224074 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1224377.750000 Penalty: 4828.741211
	Iteration 13Q: 3 clusters Score -1224378 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1224666.250000 Penalty: 4828.741211
	Iteration 14Q: 3 clusters Score -1224666 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1224936.250000 Penalty: 4828.741211
	Iteration 15Q: 3 clusters Score -1224936 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1225205.500000 Penalty: 4828.741211
	Iteration 16Q: 3 clusters Score -1225206 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1225443.750000 Penalty: 4828.741211
	Iteration 17Q: 3 clusters Score -1225444 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1225629.625000 Penalty: 4828.741211
	Iteration 18Q: 3 clusters Score -1225630 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1225774.875000 Penalty: 4828.741211
	Iteration 19Q: 3 clusters Score -1225775 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1225895.125000 Penalty: 4828.741211
	Iteration 20F: 3 clusters Score -1225895 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1225988.250000 Penalty: 4828.741211
	Iteration 21Q: 3 clusters Score -1225988 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1226060.250000 Penalty: 4828.741211
	Iteration 22Q: 3 clusters Score -1226060 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1226087.375000 Penalty: 4828.741211
	Iteration 23Q: 3 clusters Score -1226087 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1226106.000000 Penalty: 4828.741211
	Iteration 24Q: 3 clusters Score -1226106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1226118.875000 Penalty: 4828.741211
	Iteration 25Q: 3 clusters Score -1226119 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1226122.375000 Penalty: 4828.741211
	Iteration 26Q: 3 clusters Score -1226122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1226121.125000 Penalty: 4828.741211
	Iteration 27Q: 3 clusters Score -1226121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1226124.500000 Penalty: 4828.741211
	Iteration 28Q: 3 clusters Score -1226124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1226122.000000 Penalty: 4828.741211
	Iteration 29Q: 3 clusters Score -1226122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1226126.875000 Penalty: 4828.741211
	Iteration 30Q: 3 clusters Score -1226127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1226129.250000 Penalty: 4828.741211
	Iteration 31Q: 3 clusters Score -1226129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1226128.250000 Penalty: 4828.741211
	Iteration 32Q: 3 clusters Score -1226128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1226129.250000 Penalty: 4828.741211
	Iteration 33Q: 3 clusters Score -1226129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1226128.375000 Penalty: 4828.741211
	Iteration 34Q: 3 clusters Score -1226128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1226129.125000 Penalty: 4828.741211
	Iteration 35Q: 3 clusters Score -1226129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1226128.750000 Penalty: 4828.741211
	Iteration 36Q: 3 clusters Score -1226129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1226128.750000 Penalty: 4828.741211
	Iteration 37F: 3 clusters Score -1226129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 130279 members 
Mstep: Class 5 contains 27124 members 
Mstep: Class 6 contains 54453 members 
Mstep: Class 7 contains 27444 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 198471 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 80668 members 
Mstep: Class 12 contains 24117 members 
Mstep: Class 13 contains 10592 members 
Mstep: Class 14 contains 2497 members 
Mstep: Class 15 contains 46429 members 
Mstep: Class 16 contains 3134 members 
Mstep: Class 17 contains 6685 members 
Mstep: Class 18 contains 206886 members 
Mstep: Class 19 contains 13973 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 6094 members 
Mstep: Class 22 contains 1270 members 
Mstep: Class 23 contains 28563 members 
Mstep: Class 24 contains 4781 members 
Mstep: Class 25 contains 6515 members 
Mstep: Class 26 contains 18217 members 
Mstep: Class 27 contains 13921 members 
Mstep: Class 28 contains 8589 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 8130 members 
Mstep: Class 31 contains 798 members 
Mstep: Class 32 contains 5026 members 
Mstep: Class 33 contains 12832 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 8282 members 
Mstep: Class 36 contains 6450 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3585 members 
Mstep: Class 39 contains 2243 members 
Mstep: Class 40 contains 2620 members 
Mstep: Class 41 contains 12342 members 
Mstep: Class 42 contains 4614 members 
Mstep: Class 43 contains 3717 members 
Mstep: Class 44 contains 4793 members 
Mstep: Class 45 contains 2374 members 
Mstep: Class 46 contains 4676 members 
Mstep: Class 47 contains 373484 members 
Mstep: Class 48 contains 8316 members 
Entering Unmasked Estep 
Score: -102288944.000000 Penalty: 168600.640625
Splitting cluster 28 changes total score from -102288328.000000 to -102288944.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 29 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -97545.351562 Penalty: 1794.612183
	Iteration 0F: 2 clusters Score -97545.35 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 686 members 
Entering Unmasked Estep 
Score: -95336.515625 Penalty: 3589.224365
	Iteration 0F: 3 clusters Score -95336.52 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -95683.867188 Penalty: 3589.224365
	Iteration 1F: 3 clusters Score -95683.87 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -95768.226562 Penalty: 3589.224365
	Iteration 2F: 3 clusters Score -95768.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -95807.523438 Penalty: 3589.224365
	Iteration 3Q: 3 clusters Score -95807.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -95831.117188 Penalty: 3589.224365
	Iteration 4Q: 3 clusters Score -95831.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -95851.375000 Penalty: 3589.224365
	Iteration 5Q: 3 clusters Score -95851.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -95865.882812 Penalty: 3589.224365
	Iteration 6Q: 3 clusters Score -95865.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -95881.554688 Penalty: 3589.224365
	Iteration 7Q: 3 clusters Score -95881.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -95890.460938 Penalty: 3589.224365
	Iteration 8Q: 3 clusters Score -95890.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -95895.406250 Penalty: 3589.224365
	Iteration 9Q: 3 clusters Score -95895.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -95899.007812 Penalty: 3589.224365
	Iteration 10Q: 3 clusters Score -95899.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -95899.320312 Penalty: 3589.224365
	Iteration 11Q: 3 clusters Score -95899.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -95901.484375 Penalty: 3589.224365
	Iteration 12Q: 3 clusters Score -95901.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -95903.804688 Penalty: 3589.224365
	Iteration 13Q: 3 clusters Score -95903.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -95904.390625 Penalty: 3589.224365
	Iteration 14Q: 3 clusters Score -95904.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -95904.703125 Penalty: 3589.224365
	Iteration 15Q: 3 clusters Score -95904.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -95904.703125 Penalty: 3589.224365
	Iteration 16F: 3 clusters Score -95904.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Entering Unmasked Estep 
Score: -560060.250000 Penalty: 2232.822266
	Iteration 0F: 2 clusters Score -560060.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -553640.750000 Penalty: 4465.644531
	Iteration 0F: 3 clusters Score -553640.8 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -555440.875000 Penalty: 4465.644531
	Iteration 1F: 3 clusters Score -555440.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -555725.625000 Penalty: 4465.644531
	Iteration 2F: 3 clusters Score -555725.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -555945.500000 Penalty: 4465.644531
	Iteration 3Q: 3 clusters Score -555945.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -556125.625000 Penalty: 4465.644531
	Iteration 4Q: 3 clusters Score -556125.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -556270.875000 Penalty: 4465.644531
	Iteration 5Q: 3 clusters Score -556270.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -556431.562500 Penalty: 4465.644531
	Iteration 6Q: 3 clusters Score -556431.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -556590.750000 Penalty: 4465.644531
	Iteration 7Q: 3 clusters Score -556590.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -556754.812500 Penalty: 4465.644531
	Iteration 8Q: 3 clusters Score -556754.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -556919.187500 Penalty: 4465.644531
	Iteration 9Q: 3 clusters Score -556919.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -557070.062500 Penalty: 4465.644531
	Iteration 10Q: 3 clusters Score -557070.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -557207.687500 Penalty: 4465.644531
	Iteration 11Q: 3 clusters Score -557207.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -557335.250000 Penalty: 4465.644531
	Iteration 12Q: 3 clusters Score -557335.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -557449.375000 Penalty: 4465.644531
	Iteration 13Q: 3 clusters Score -557449.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -557547.187500 Penalty: 4465.644531
	Iteration 14Q: 3 clusters Score -557547.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -557640.937500 Penalty: 4465.644531
	Iteration 15Q: 3 clusters Score -557640.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -557744.687500 Penalty: 4465.644531
	Iteration 16Q: 3 clusters Score -557744.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -557831.562500 Penalty: 4465.644531
	Iteration 17Q: 3 clusters Score -557831.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -557909.937500 Penalty: 4465.644531
	Iteration 18Q: 3 clusters Score -557909.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -557969.000000 Penalty: 4465.644531
	Iteration 19Q: 3 clusters Score -557969 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -558007.500000 Penalty: 4465.644531
	Iteration 20F: 3 clusters Score -558007.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -558042.937500 Penalty: 4465.644531
	Iteration 21Q: 3 clusters Score -558042.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -558070.750000 Penalty: 4465.644531
	Iteration 22Q: 3 clusters Score -558070.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -558091.812500 Penalty: 4465.644531
	Iteration 23Q: 3 clusters Score -558091.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -558112.125000 Penalty: 4465.644531
	Iteration 24Q: 3 clusters Score -558112.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -558136.125000 Penalty: 4465.644531
	Iteration 25Q: 3 clusters Score -558136.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -558160.625000 Penalty: 4465.644531
	Iteration 26Q: 3 clusters Score -558160.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -558187.625000 Penalty: 4465.644531
	Iteration 27Q: 3 clusters Score -558187.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -558207.812500 Penalty: 4465.644531
	Iteration 28Q: 3 clusters Score -558207.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -558220.125000 Penalty: 4465.644531
	Iteration 29Q: 3 clusters Score -558220.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -558227.625000 Penalty: 4465.644531
	Iteration 30Q: 3 clusters Score -558227.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -558235.687500 Penalty: 4465.644531
	Iteration 31Q: 3 clusters Score -558235.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -558245.812500 Penalty: 4465.644531
	Iteration 32Q: 3 clusters Score -558245.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -558254.312500 Penalty: 4465.644531
	Iteration 33Q: 3 clusters Score -558254.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -558260.625000 Penalty: 4465.644531
	Iteration 34Q: 3 clusters Score -558260.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -558263.125000 Penalty: 4465.644531
	Iteration 35Q: 3 clusters Score -558263.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -558267.437500 Penalty: 4465.644531
	Iteration 36Q: 3 clusters Score -558267.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -558270.500000 Penalty: 4465.644531
	Iteration 37Q: 3 clusters Score -558270.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -558272.187500 Penalty: 4465.644531
	Iteration 38Q: 3 clusters Score -558272.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -558276.250000 Penalty: 4465.644531
	Iteration 39Q: 3 clusters Score -558276.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -558279.062500 Penalty: 4465.644531
	Iteration 40F: 3 clusters Score -558279.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -558282.375000 Penalty: 4465.644531
	Iteration 41Q: 3 clusters Score -558282.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -558287.437500 Penalty: 4465.644531
	Iteration 42Q: 3 clusters Score -558287.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -558295.687500 Penalty: 4465.644531
	Iteration 43Q: 3 clusters Score -558295.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -558313.687500 Penalty: 4465.644531
	Iteration 44Q: 3 clusters Score -558313.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -558331.125000 Penalty: 4465.644531
	Iteration 45Q: 3 clusters Score -558331.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -558351.312500 Penalty: 4465.644531
	Iteration 46Q: 3 clusters Score -558351.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -558366.750000 Penalty: 4465.644531
	Iteration 47Q: 3 clusters Score -558366.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -558377.562500 Penalty: 4465.644531
	Iteration 48Q: 3 clusters Score -558377.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -558388.875000 Penalty: 4465.644531
	Iteration 49Q: 3 clusters Score -558388.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -558396.375000 Penalty: 4465.644531
	Iteration 50Q: 3 clusters Score -558396.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -558398.937500 Penalty: 4465.644531
	Iteration 51Q: 3 clusters Score -558398.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -558400.187500 Penalty: 4465.644531
	Iteration 52Q: 3 clusters Score -558400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -558400.812500 Penalty: 4465.644531
	Iteration 53Q: 3 clusters Score -558400.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -558401.000000 Penalty: 4465.644531
	Iteration 54Q: 3 clusters Score -558401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -558401.250000 Penalty: 4465.644531
	Iteration 55Q: 3 clusters Score -558401.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -558402.312500 Penalty: 4465.644531
	Iteration 56Q: 3 clusters Score -558402.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -558401.875000 Penalty: 4465.644531
	Iteration 57Q: 3 clusters Score -558401.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -558403.437500 Penalty: 4465.644531
	Iteration 58Q: 3 clusters Score -558403.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -558404.250000 Penalty: 4465.644531
	Iteration 59Q: 3 clusters Score -558404.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -558403.937500 Penalty: 4465.644531
	Iteration 60F: 3 clusters Score -558403.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -558403.500000 Penalty: 4465.644531
	Iteration 61Q: 3 clusters Score -558403.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -558405.625000 Penalty: 4465.644531
	Iteration 62Q: 3 clusters Score -558405.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -558406.000000 Penalty: 4465.644531
	Iteration 63Q: 3 clusters Score -558406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -558407.250000 Penalty: 4465.644531
	Iteration 64Q: 3 clusters Score -558407.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -558408.062500 Penalty: 4465.644531
	Iteration 65Q: 3 clusters Score -558408.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -558409.375000 Penalty: 4465.644531
	Iteration 66Q: 3 clusters Score -558409.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -558410.250000 Penalty: 4465.644531
	Iteration 67Q: 3 clusters Score -558410.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -558412.062500 Penalty: 4465.644531
	Iteration 68Q: 3 clusters Score -558412.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -558414.375000 Penalty: 4465.644531
	Iteration 69Q: 3 clusters Score -558414.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -558414.562500 Penalty: 4465.644531
	Iteration 70Q: 3 clusters Score -558414.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -558416.500000 Penalty: 4465.644531
	Iteration 71Q: 3 clusters Score -558416.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -558416.500000 Penalty: 4465.644531
	Iteration 72F: 3 clusters Score -558416.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -53533.367188 Penalty: 1657.162842
	Iteration 0F: 2 clusters Score -53533.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -51753.500000 Penalty: 3314.325684
	Iteration 0F: 3 clusters Score -51753.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -51995.175781 Penalty: 3314.325684
	Iteration 1F: 3 clusters Score -51995.18 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -52087.558594 Penalty: 3314.325684
	Iteration 2F: 3 clusters Score -52087.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -52132.292969 Penalty: 3314.325684
	Iteration 3Q: 3 clusters Score -52132.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -52164.839844 Penalty: 3314.325684
	Iteration 4Q: 3 clusters Score -52164.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -52180.699219 Penalty: 3314.325684
	Iteration 5Q: 3 clusters Score -52180.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -52189.996094 Penalty: 3314.325684
	Iteration 6Q: 3 clusters Score -52190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -52193.347656 Penalty: 3314.325684
	Iteration 7Q: 3 clusters Score -52193.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -52198.156250 Penalty: 3314.325684
	Iteration 8Q: 3 clusters Score -52198.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -52199.472656 Penalty: 3314.325684
	Iteration 9Q: 3 clusters Score -52199.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -52199.472656 Penalty: 3314.325684
	Iteration 10F: 3 clusters Score -52199.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Entering Unmasked Estep 
Score: -375663.437500 Penalty: 2113.550293
	Iteration 0F: 2 clusters Score -375663.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -371084.687500 Penalty: 4227.100586
	Iteration 0F: 3 clusters Score -371084.7 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -372129.781250 Penalty: 4227.100586
	Iteration 1F: 3 clusters Score -372129.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -372330.875000 Penalty: 4227.100586
	Iteration 2F: 3 clusters Score -372330.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -372457.968750 Penalty: 4227.100586
	Iteration 3Q: 3 clusters Score -372458 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -372553.781250 Penalty: 4227.100586
	Iteration 4Q: 3 clusters Score -372553.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -372610.937500 Penalty: 4227.100586
	Iteration 5Q: 3 clusters Score -372610.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -372656.093750 Penalty: 4227.100586
	Iteration 6Q: 3 clusters Score -372656.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -372687.250000 Penalty: 4227.100586
	Iteration 7Q: 3 clusters Score -372687.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -372723.406250 Penalty: 4227.100586
	Iteration 8Q: 3 clusters Score -372723.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -372748.250000 Penalty: 4227.100586
	Iteration 9Q: 3 clusters Score -372748.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -372763.093750 Penalty: 4227.100586
	Iteration 10Q: 3 clusters Score -372763.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -372773.218750 Penalty: 4227.100586
	Iteration 11Q: 3 clusters Score -372773.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -372783.906250 Penalty: 4227.100586
	Iteration 12Q: 3 clusters Score -372783.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -372798.656250 Penalty: 4227.100586
	Iteration 13Q: 3 clusters Score -372798.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -372812.406250 Penalty: 4227.100586
	Iteration 14Q: 3 clusters Score -372812.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -372826.031250 Penalty: 4227.100586
	Iteration 15Q: 3 clusters Score -372826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -372839.875000 Penalty: 4227.100586
	Iteration 16Q: 3 clusters Score -372839.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -372853.375000 Penalty: 4227.100586
	Iteration 17Q: 3 clusters Score -372853.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -372864.906250 Penalty: 4227.100586
	Iteration 18Q: 3 clusters Score -372864.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -372873.312500 Penalty: 4227.100586
	Iteration 19Q: 3 clusters Score -372873.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -372881.468750 Penalty: 4227.100586
	Iteration 20F: 3 clusters Score -372881.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -372891.687500 Penalty: 4227.100586
	Iteration 21Q: 3 clusters Score -372891.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -372902.500000 Penalty: 4227.100586
	Iteration 22Q: 3 clusters Score -372902.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -372914.687500 Penalty: 4227.100586
	Iteration 23Q: 3 clusters Score -372914.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -372925.937500 Penalty: 4227.100586
	Iteration 24Q: 3 clusters Score -372925.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -372939.875000 Penalty: 4227.100586
	Iteration 25Q: 3 clusters Score -372939.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -372952.718750 Penalty: 4227.100586
	Iteration 26Q: 3 clusters Score -372952.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -372966.875000 Penalty: 4227.100586
	Iteration 27Q: 3 clusters Score -372966.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -372982.312500 Penalty: 4227.100586
	Iteration 28Q: 3 clusters Score -372982.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -372999.531250 Penalty: 4227.100586
	Iteration 29Q: 3 clusters Score -372999.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -373019.281250 Penalty: 4227.100586
	Iteration 30Q: 3 clusters Score -373019.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -373041.406250 Penalty: 4227.100586
	Iteration 31Q: 3 clusters Score -373041.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -373064.343750 Penalty: 4227.100586
	Iteration 32Q: 3 clusters Score -373064.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -373084.406250 Penalty: 4227.100586
	Iteration 33Q: 3 clusters Score -373084.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -373101.687500 Penalty: 4227.100586
	Iteration 34Q: 3 clusters Score -373101.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -373123.406250 Penalty: 4227.100586
	Iteration 35Q: 3 clusters Score -373123.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -373147.437500 Penalty: 4227.100586
	Iteration 36Q: 3 clusters Score -373147.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -373172.750000 Penalty: 4227.100586
	Iteration 37Q: 3 clusters Score -373172.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -373199.312500 Penalty: 4227.100586
	Iteration 38Q: 3 clusters Score -373199.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -373226.218750 Penalty: 4227.100586
	Iteration 39Q: 3 clusters Score -373226.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -373254.437500 Penalty: 4227.100586
	Iteration 40F: 3 clusters Score -373254.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -373287.531250 Penalty: 4227.100586
	Iteration 41Q: 3 clusters Score -373287.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -373322.187500 Penalty: 4227.100586
	Iteration 42Q: 3 clusters Score -373322.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -373354.718750 Penalty: 4227.100586
	Iteration 43Q: 3 clusters Score -373354.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -373389.718750 Penalty: 4227.100586
	Iteration 44Q: 3 clusters Score -373389.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -373427.750000 Penalty: 4227.100586
	Iteration 45Q: 3 clusters Score -373427.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -373459.750000 Penalty: 4227.100586
	Iteration 46Q: 3 clusters Score -373459.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -373485.593750 Penalty: 4227.100586
	Iteration 47Q: 3 clusters Score -373485.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -373507.250000 Penalty: 4227.100586
	Iteration 48Q: 3 clusters Score -373507.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -373529.125000 Penalty: 4227.100586
	Iteration 49Q: 3 clusters Score -373529.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -373550.406250 Penalty: 4227.100586
	Iteration 50Q: 3 clusters Score -373550.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -373570.718750 Penalty: 4227.100586
	Iteration 51Q: 3 clusters Score -373570.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -373591.718750 Penalty: 4227.100586
	Iteration 52Q: 3 clusters Score -373591.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -373609.750000 Penalty: 4227.100586
	Iteration 53Q: 3 clusters Score -373609.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -373626.875000 Penalty: 4227.100586
	Iteration 54Q: 3 clusters Score -373626.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -373644.906250 Penalty: 4227.100586
	Iteration 55Q: 3 clusters Score -373644.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -373658.468750 Penalty: 4227.100586
	Iteration 56Q: 3 clusters Score -373658.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -373672.937500 Penalty: 4227.100586
	Iteration 57Q: 3 clusters Score -373672.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -373682.625000 Penalty: 4227.100586
	Iteration 58Q: 3 clusters Score -373682.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -373693.218750 Penalty: 4227.100586
	Iteration 59Q: 3 clusters Score -373693.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -373700.500000 Penalty: 4227.100586
	Iteration 60F: 3 clusters Score -373700.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -373708.406250 Penalty: 4227.100586
	Iteration 61Q: 3 clusters Score -373708.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -373714.687500 Penalty: 4227.100586
	Iteration 62Q: 3 clusters Score -373714.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -373721.500000 Penalty: 4227.100586
	Iteration 63Q: 3 clusters Score -373721.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -373728.843750 Penalty: 4227.100586
	Iteration 64Q: 3 clusters Score -373728.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -373738.125000 Penalty: 4227.100586
	Iteration 65Q: 3 clusters Score -373738.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -373743.656250 Penalty: 4227.100586
	Iteration 66Q: 3 clusters Score -373743.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -373747.906250 Penalty: 4227.100586
	Iteration 67Q: 3 clusters Score -373747.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -373749.562500 Penalty: 4227.100586
	Iteration 68Q: 3 clusters Score -373749.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -373751.968750 Penalty: 4227.100586
	Iteration 69Q: 3 clusters Score -373752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -373755.281250 Penalty: 4227.100586
	Iteration 70Q: 3 clusters Score -373755.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -373760.375000 Penalty: 4227.100586
	Iteration 71Q: 3 clusters Score -373760.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -373764.000000 Penalty: 4227.100586
	Iteration 72Q: 3 clusters Score -373764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -373765.906250 Penalty: 4227.100586
	Iteration 73Q: 3 clusters Score -373765.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -373768.812500 Penalty: 4227.100586
	Iteration 74Q: 3 clusters Score -373768.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -373770.281250 Penalty: 4227.100586
	Iteration 75Q: 3 clusters Score -373770.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -373771.312500 Penalty: 4227.100586
	Iteration 76Q: 3 clusters Score -373771.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -373772.187500 Penalty: 4227.100586
	Iteration 77Q: 3 clusters Score -373772.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -373772.531250 Penalty: 4227.100586
	Iteration 78Q: 3 clusters Score -373772.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -373772.968750 Penalty: 4227.100586
	Iteration 79Q: 3 clusters Score -373773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -373772.968750 Penalty: 4227.100586
	Iteration 80F: 3 clusters Score -373773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -951056.500000 Penalty: 2346.005127
	Iteration 0F: 2 clusters Score -951056.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -941586.000000 Penalty: 4692.010254
	Iteration 0F: 3 clusters Score -941586 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -944393.750000 Penalty: 4692.010254
	Iteration 1F: 3 clusters Score -944393.8 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -944715.312500 Penalty: 4692.010254
	Iteration 2F: 3 clusters Score -944715.3 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -944983.812500 Penalty: 4692.010254
	Iteration 3Q: 3 clusters Score -944983.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -945186.500000 Penalty: 4692.010254
	Iteration 4Q: 3 clusters Score -945186.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -945351.625000 Penalty: 4692.010254
	Iteration 5Q: 3 clusters Score -945351.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -945540.000000 Penalty: 4692.010254
	Iteration 6Q: 3 clusters Score -945540 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -945748.937500 Penalty: 4692.010254
	Iteration 7Q: 3 clusters Score -945748.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -945996.000000 Penalty: 4692.010254
	Iteration 8Q: 3 clusters Score -945996 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -946292.812500 Penalty: 4692.010254
	Iteration 9Q: 3 clusters Score -946292.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -946647.375000 Penalty: 4692.010254
	Iteration 10Q: 3 clusters Score -946647.4 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -947020.437500 Penalty: 4692.010254
	Iteration 11Q: 3 clusters Score -947020.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -947438.312500 Penalty: 4692.010254
	Iteration 12Q: 3 clusters Score -947438.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -947859.750000 Penalty: 4692.010254
	Iteration 13Q: 3 clusters Score -947859.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -948218.375000 Penalty: 4692.010254
	Iteration 14Q: 3 clusters Score -948218.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -948481.562500 Penalty: 4692.010254
	Iteration 15Q: 3 clusters Score -948481.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -948668.875000 Penalty: 4692.010254
	Iteration 16Q: 3 clusters Score -948668.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -948772.875000 Penalty: 4692.010254
	Iteration 17Q: 3 clusters Score -948772.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -948833.500000 Penalty: 4692.010254
	Iteration 18Q: 3 clusters Score -948833.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -948884.437500 Penalty: 4692.010254
	Iteration 19Q: 3 clusters Score -948884.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -948919.062500 Penalty: 4692.010254
	Iteration 20F: 3 clusters Score -948919.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -948940.750000 Penalty: 4692.010254
	Iteration 21Q: 3 clusters Score -948940.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -948957.375000 Penalty: 4692.010254
	Iteration 22Q: 3 clusters Score -948957.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -948967.312500 Penalty: 4692.010254
	Iteration 23Q: 3 clusters Score -948967.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -948973.500000 Penalty: 4692.010254
	Iteration 24Q: 3 clusters Score -948973.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -948978.187500 Penalty: 4692.010254
	Iteration 25Q: 3 clusters Score -948978.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -948984.437500 Penalty: 4692.010254
	Iteration 26Q: 3 clusters Score -948984.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -948994.375000 Penalty: 4692.010254
	Iteration 27Q: 3 clusters Score -948994.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -949000.062500 Penalty: 4692.010254
	Iteration 28Q: 3 clusters Score -949000.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -949012.625000 Penalty: 4692.010254
	Iteration 29Q: 3 clusters Score -949012.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -949021.625000 Penalty: 4692.010254
	Iteration 30Q: 3 clusters Score -949021.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -949034.750000 Penalty: 4692.010254
	Iteration 31Q: 3 clusters Score -949034.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -949044.125000 Penalty: 4692.010254
	Iteration 32Q: 3 clusters Score -949044.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -949048.250000 Penalty: 4692.010254
	Iteration 33Q: 3 clusters Score -949048.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -949048.250000 Penalty: 4692.010254
	Iteration 34F: 3 clusters Score -949048.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -38260.312500 Penalty: 1620.379639
	Iteration 0F: 2 clusters Score -38260.31 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 345 members 
Entering Unmasked Estep 
Score: -36624.097656 Penalty: 3240.759277
	Iteration 0F: 3 clusters Score -36624.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -36851.738281 Penalty: 3240.759277
	Iteration 1F: 3 clusters Score -36851.74 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -36910.597656 Penalty: 3240.759277
	Iteration 2F: 3 clusters Score -36910.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -36944.746094 Penalty: 3240.759277
	Iteration 3Q: 3 clusters Score -36944.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -36976.636719 Penalty: 3240.759277
	Iteration 4Q: 3 clusters Score -36976.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -37002.035156 Penalty: 3240.759277
	Iteration 5Q: 3 clusters Score -37002.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -37013.796875 Penalty: 3240.759277
	Iteration 6Q: 3 clusters Score -37013.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -37025.175781 Penalty: 3240.759277
	Iteration 7Q: 3 clusters Score -37025.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -37029.046875 Penalty: 3240.759277
	Iteration 8Q: 3 clusters Score -37029.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -37031.679688 Penalty: 3240.759277
	Iteration 9Q: 3 clusters Score -37031.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -37031.679688 Penalty: 3240.759277
	Iteration 10F: 3 clusters Score -37031.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Entering Unmasked Estep 
Score: -629506.937500 Penalty: 2237.416260
	Iteration 0F: 2 clusters Score -629506.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -622973.937500 Penalty: 4474.832520
	Iteration 0F: 3 clusters Score -622973.9 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -624777.500000 Penalty: 4474.832520
	Iteration 1F: 3 clusters Score -624777.5 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -625113.187500 Penalty: 4474.832520
	Iteration 2F: 3 clusters Score -625113.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -625358.187500 Penalty: 4474.832520
	Iteration 3F: 3 clusters Score -625358.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -625562.125000 Penalty: 4474.832520
	Iteration 4Q: 3 clusters Score -625562.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -625763.062500 Penalty: 4474.832520
	Iteration 5Q: 3 clusters Score -625763.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -625993.750000 Penalty: 4474.832520
	Iteration 6Q: 3 clusters Score -625993.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -626264.187500 Penalty: 4474.832520
	Iteration 7Q: 3 clusters Score -626264.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -626537.812500 Penalty: 4474.832520
	Iteration 8Q: 3 clusters Score -626537.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -626809.687500 Penalty: 4474.832520
	Iteration 9Q: 3 clusters Score -626809.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -627080.437500 Penalty: 4474.832520
	Iteration 10Q: 3 clusters Score -627080.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -627316.125000 Penalty: 4474.832520
	Iteration 11Q: 3 clusters Score -627316.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -627539.000000 Penalty: 4474.832520
	Iteration 12Q: 3 clusters Score -627539 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -627703.000000 Penalty: 4474.832520
	Iteration 13Q: 3 clusters Score -627703 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -627851.500000 Penalty: 4474.832520
	Iteration 14Q: 3 clusters Score -627851.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -627947.000000 Penalty: 4474.832520
	Iteration 15Q: 3 clusters Score -627947 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -628009.625000 Penalty: 4474.832520
	Iteration 16Q: 3 clusters Score -628009.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -628059.187500 Penalty: 4474.832520
	Iteration 17Q: 3 clusters Score -628059.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -628095.375000 Penalty: 4474.832520
	Iteration 18Q: 3 clusters Score -628095.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -628117.812500 Penalty: 4474.832520
	Iteration 19Q: 3 clusters Score -628117.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -628137.000000 Penalty: 4474.832520
	Iteration 20F: 3 clusters Score -628137 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -628151.125000 Penalty: 4474.832520
	Iteration 21Q: 3 clusters Score -628151.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -628168.500000 Penalty: 4474.832520
	Iteration 22Q: 3 clusters Score -628168.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -628184.000000 Penalty: 4474.832520
	Iteration 23Q: 3 clusters Score -628184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -628195.437500 Penalty: 4474.832520
	Iteration 24Q: 3 clusters Score -628195.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -628203.000000 Penalty: 4474.832520
	Iteration 25Q: 3 clusters Score -628203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -628206.250000 Penalty: 4474.832520
	Iteration 26Q: 3 clusters Score -628206.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -628210.500000 Penalty: 4474.832520
	Iteration 27Q: 3 clusters Score -628210.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -628213.562500 Penalty: 4474.832520
	Iteration 28Q: 3 clusters Score -628213.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -628217.562500 Penalty: 4474.832520
	Iteration 29Q: 3 clusters Score -628217.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -628217.562500 Penalty: 4474.832520
	Iteration 30Q: 3 clusters Score -628217.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -628217.562500 Penalty: 4474.832520
	Iteration 31F: 3 clusters Score -628217.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Entering Unmasked Estep 
Score: -481987.437500 Penalty: 2175.415039
	Iteration 0F: 2 clusters Score -481987.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -476572.187500 Penalty: 4350.830078
	Iteration 0F: 3 clusters Score -476572.2 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -478027.062500 Penalty: 4350.830078
	Iteration 1F: 3 clusters Score -478027.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -478280.375000 Penalty: 4350.830078
	Iteration 2F: 3 clusters Score -478280.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -478459.406250 Penalty: 4350.830078
	Iteration 3F: 3 clusters Score -478459.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -478599.218750 Penalty: 4350.830078
	Iteration 4Q: 3 clusters Score -478599.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -478715.218750 Penalty: 4350.830078
	Iteration 5Q: 3 clusters Score -478715.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -478822.312500 Penalty: 4350.830078
	Iteration 6Q: 3 clusters Score -478822.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -478910.843750 Penalty: 4350.830078
	Iteration 7Q: 3 clusters Score -478910.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -478996.125000 Penalty: 4350.830078
	Iteration 8Q: 3 clusters Score -478996.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -479078.843750 Penalty: 4350.830078
	Iteration 9Q: 3 clusters Score -479078.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -479149.875000 Penalty: 4350.830078
	Iteration 10Q: 3 clusters Score -479149.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -479236.218750 Penalty: 4350.830078
	Iteration 11Q: 3 clusters Score -479236.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -479325.343750 Penalty: 4350.830078
	Iteration 12Q: 3 clusters Score -479325.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -479419.406250 Penalty: 4350.830078
	Iteration 13Q: 3 clusters Score -479419.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -479518.562500 Penalty: 4350.830078
	Iteration 14Q: 3 clusters Score -479518.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -479598.000000 Penalty: 4350.830078
	Iteration 15Q: 3 clusters Score -479598 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -479670.031250 Penalty: 4350.830078
	Iteration 16Q: 3 clusters Score -479670 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -479725.156250 Penalty: 4350.830078
	Iteration 17Q: 3 clusters Score -479725.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -479778.250000 Penalty: 4350.830078
	Iteration 18Q: 3 clusters Score -479778.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -479830.812500 Penalty: 4350.830078
	Iteration 19Q: 3 clusters Score -479830.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -479878.312500 Penalty: 4350.830078
	Iteration 20F: 3 clusters Score -479878.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -479921.281250 Penalty: 4350.830078
	Iteration 21Q: 3 clusters Score -479921.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -479961.062500 Penalty: 4350.830078
	Iteration 22Q: 3 clusters Score -479961.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -479984.375000 Penalty: 4350.830078
	Iteration 23Q: 3 clusters Score -479984.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -480008.656250 Penalty: 4350.830078
	Iteration 24Q: 3 clusters Score -480008.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -480025.281250 Penalty: 4350.830078
	Iteration 25Q: 3 clusters Score -480025.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -480038.937500 Penalty: 4350.830078
	Iteration 26Q: 3 clusters Score -480038.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -480047.437500 Penalty: 4350.830078
	Iteration 27Q: 3 clusters Score -480047.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -480059.562500 Penalty: 4350.830078
	Iteration 28Q: 3 clusters Score -480059.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -480064.000000 Penalty: 4350.830078
	Iteration 29Q: 3 clusters Score -480064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -480067.562500 Penalty: 4350.830078
	Iteration 30Q: 3 clusters Score -480067.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -480070.937500 Penalty: 4350.830078
	Iteration 31Q: 3 clusters Score -480070.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -480070.937500 Penalty: 4350.830078
	Iteration 32F: 3 clusters Score -480070.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Entering Unmasked Estep 
Score: -198675.921875 Penalty: 1965.169922
	Iteration 0F: 2 clusters Score -198675.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -195518.515625 Penalty: 3930.339844
	Iteration 0F: 3 clusters Score -195518.5 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -196239.484375 Penalty: 3930.339844
	Iteration 1F: 3 clusters Score -196239.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -196597.687500 Penalty: 3930.339844
	Iteration 2F: 3 clusters Score -196597.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -197022.812500 Penalty: 3930.339844
	Iteration 3F: 3 clusters Score -197022.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -197363.859375 Penalty: 3930.339844
	Iteration 4F: 3 clusters Score -197363.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -197590.921875 Penalty: 3930.339844
	Iteration 5F: 3 clusters Score -197590.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -197749.468750 Penalty: 3930.339844
	Iteration 6Q: 3 clusters Score -197749.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -197858.843750 Penalty: 3930.339844
	Iteration 7Q: 3 clusters Score -197858.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -197945.390625 Penalty: 3930.339844
	Iteration 8Q: 3 clusters Score -197945.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -198036.562500 Penalty: 3930.339844
	Iteration 9Q: 3 clusters Score -198036.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -198104.296875 Penalty: 3930.339844
	Iteration 10Q: 3 clusters Score -198104.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -198176.453125 Penalty: 3930.339844
	Iteration 11Q: 3 clusters Score -198176.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -198206.968750 Penalty: 3930.339844
	Iteration 12Q: 3 clusters Score -198207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -198217.734375 Penalty: 3930.339844
	Iteration 13Q: 3 clusters Score -198217.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -198229.531250 Penalty: 3930.339844
	Iteration 14Q: 3 clusters Score -198229.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -198234.656250 Penalty: 3930.339844
	Iteration 15Q: 3 clusters Score -198234.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -198238.234375 Penalty: 3930.339844
	Iteration 16Q: 3 clusters Score -198238.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -198240.718750 Penalty: 3930.339844
	Iteration 17Q: 3 clusters Score -198240.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -198242.296875 Penalty: 3930.339844
	Iteration 18Q: 3 clusters Score -198242.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -198242.296875 Penalty: 3930.339844
	Iteration 19F: 3 clusters Score -198242.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Entering Unmasked Estep 
Score: -273059.937500 Penalty: 2029.759521
	Iteration 0F: 2 clusters Score -273059.9 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 1800 members 
Entering Unmasked Estep 
Score: -269502.156250 Penalty: 4059.519043
	Iteration 0F: 3 clusters Score -269502.2 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -270245.125000 Penalty: 4059.519043
	Iteration 1F: 3 clusters Score -270245.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -270393.218750 Penalty: 4059.519043
	Iteration 2F: 3 clusters Score -270393.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -270493.562500 Penalty: 4059.519043
	Iteration 3Q: 3 clusters Score -270493.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -270560.218750 Penalty: 4059.519043
	Iteration 4Q: 3 clusters Score -270560.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -270613.750000 Penalty: 4059.519043
	Iteration 5Q: 3 clusters Score -270613.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -270653.312500 Penalty: 4059.519043
	Iteration 6Q: 3 clusters Score -270653.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -270683.968750 Penalty: 4059.519043
	Iteration 7Q: 3 clusters Score -270684 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -270708.750000 Penalty: 4059.519043
	Iteration 8Q: 3 clusters Score -270708.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -270729.718750 Penalty: 4059.519043
	Iteration 9Q: 3 clusters Score -270729.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -270744.125000 Penalty: 4059.519043
	Iteration 10Q: 3 clusters Score -270744.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -270762.187500 Penalty: 4059.519043
	Iteration 11Q: 3 clusters Score -270762.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -270781.093750 Penalty: 4059.519043
	Iteration 12Q: 3 clusters Score -270781.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -270800.406250 Penalty: 4059.519043
	Iteration 13Q: 3 clusters Score -270800.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -270817.218750 Penalty: 4059.519043
	Iteration 14Q: 3 clusters Score -270817.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -270832.906250 Penalty: 4059.519043
	Iteration 15Q: 3 clusters Score -270832.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -270847.000000 Penalty: 4059.519043
	Iteration 16Q: 3 clusters Score -270847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -270856.625000 Penalty: 4059.519043
	Iteration 17Q: 3 clusters Score -270856.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -270864.562500 Penalty: 4059.519043
	Iteration 18Q: 3 clusters Score -270864.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -270872.250000 Penalty: 4059.519043
	Iteration 19Q: 3 clusters Score -270872.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -270878.750000 Penalty: 4059.519043
	Iteration 20F: 3 clusters Score -270878.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -270886.343750 Penalty: 4059.519043
	Iteration 21Q: 3 clusters Score -270886.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -270893.250000 Penalty: 4059.519043
	Iteration 22Q: 3 clusters Score -270893.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -270898.625000 Penalty: 4059.519043
	Iteration 23Q: 3 clusters Score -270898.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -270906.937500 Penalty: 4059.519043
	Iteration 24Q: 3 clusters Score -270906.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -270912.875000 Penalty: 4059.519043
	Iteration 25Q: 3 clusters Score -270912.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -270922.000000 Penalty: 4059.519043
	Iteration 26Q: 3 clusters Score -270922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -270931.250000 Penalty: 4059.519043
	Iteration 27Q: 3 clusters Score -270931.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -270940.937500 Penalty: 4059.519043
	Iteration 28Q: 3 clusters Score -270940.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -270945.718750 Penalty: 4059.519043
	Iteration 29Q: 3 clusters Score -270945.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -270950.750000 Penalty: 4059.519043
	Iteration 30Q: 3 clusters Score -270950.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -270953.312500 Penalty: 4059.519043
	Iteration 31Q: 3 clusters Score -270953.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -270956.093750 Penalty: 4059.519043
	Iteration 32Q: 3 clusters Score -270956.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -270957.937500 Penalty: 4059.519043
	Iteration 33Q: 3 clusters Score -270957.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -270960.625000 Penalty: 4059.519043
	Iteration 34Q: 3 clusters Score -270960.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -270964.187500 Penalty: 4059.519043
	Iteration 35Q: 3 clusters Score -270964.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -270968.625000 Penalty: 4059.519043
	Iteration 36Q: 3 clusters Score -270968.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -270973.906250 Penalty: 4059.519043
	Iteration 37Q: 3 clusters Score -270973.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -270981.812500 Penalty: 4059.519043
	Iteration 38Q: 3 clusters Score -270981.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -270987.500000 Penalty: 4059.519043
	Iteration 39Q: 3 clusters Score -270987.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -270990.718750 Penalty: 4059.519043
	Iteration 40F: 3 clusters Score -270990.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -270994.531250 Penalty: 4059.519043
	Iteration 41Q: 3 clusters Score -270994.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -271000.531250 Penalty: 4059.519043
	Iteration 42Q: 3 clusters Score -271000.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -271008.406250 Penalty: 4059.519043
	Iteration 43Q: 3 clusters Score -271008.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -271012.968750 Penalty: 4059.519043
	Iteration 44Q: 3 clusters Score -271013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -271021.437500 Penalty: 4059.519043
	Iteration 45Q: 3 clusters Score -271021.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -271038.375000 Penalty: 4059.519043
	Iteration 46Q: 3 clusters Score -271038.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -271049.875000 Penalty: 4059.519043
	Iteration 47Q: 3 clusters Score -271049.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -271062.125000 Penalty: 4059.519043
	Iteration 48Q: 3 clusters Score -271062.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -271072.250000 Penalty: 4059.519043
	Iteration 49Q: 3 clusters Score -271072.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -271079.968750 Penalty: 4059.519043
	Iteration 50Q: 3 clusters Score -271080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -271087.593750 Penalty: 4059.519043
	Iteration 51Q: 3 clusters Score -271087.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -271099.781250 Penalty: 4059.519043
	Iteration 52Q: 3 clusters Score -271099.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -271107.750000 Penalty: 4059.519043
	Iteration 53Q: 3 clusters Score -271107.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -271118.562500 Penalty: 4059.519043
	Iteration 54Q: 3 clusters Score -271118.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -271128.781250 Penalty: 4059.519043
	Iteration 55Q: 3 clusters Score -271128.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -271135.718750 Penalty: 4059.519043
	Iteration 56Q: 3 clusters Score -271135.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -271139.625000 Penalty: 4059.519043
	Iteration 57Q: 3 clusters Score -271139.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -271146.093750 Penalty: 4059.519043
	Iteration 58Q: 3 clusters Score -271146.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -271153.218750 Penalty: 4059.519043
	Iteration 59Q: 3 clusters Score -271153.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -271156.125000 Penalty: 4059.519043
	Iteration 60F: 3 clusters Score -271156.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -271160.093750 Penalty: 4059.519043
	Iteration 61Q: 3 clusters Score -271160.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -271162.250000 Penalty: 4059.519043
	Iteration 62Q: 3 clusters Score -271162.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -271165.687500 Penalty: 4059.519043
	Iteration 63Q: 3 clusters Score -271165.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -271166.187500 Penalty: 4059.519043
	Iteration 64Q: 3 clusters Score -271166.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -271167.437500 Penalty: 4059.519043
	Iteration 65Q: 3 clusters Score -271167.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -271168.062500 Penalty: 4059.519043
	Iteration 66Q: 3 clusters Score -271168.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -271168.906250 Penalty: 4059.519043
	Iteration 67Q: 3 clusters Score -271168.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -271169.125000 Penalty: 4059.519043
	Iteration 68Q: 3 clusters Score -271169.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -271168.875000 Penalty: 4059.519043
	Iteration 69Q: 3 clusters Score -271168.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -271169.968750 Penalty: 4059.519043
	Iteration 70Q: 3 clusters Score -271170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -271169.750000 Penalty: 4059.519043
	Iteration 71Q: 3 clusters Score -271169.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -271170.718750 Penalty: 4059.519043
	Iteration 72Q: 3 clusters Score -271170.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -271173.218750 Penalty: 4059.519043
	Iteration 73Q: 3 clusters Score -271173.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -271176.406250 Penalty: 4059.519043
	Iteration 74Q: 3 clusters Score -271176.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -271177.343750 Penalty: 4059.519043
	Iteration 75Q: 3 clusters Score -271177.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -271179.781250 Penalty: 4059.519043
	Iteration 76Q: 3 clusters Score -271179.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -271182.437500 Penalty: 4059.519043
	Iteration 77Q: 3 clusters Score -271182.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -271184.343750 Penalty: 4059.519043
	Iteration 78Q: 3 clusters Score -271184.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -271186.093750 Penalty: 4059.519043
	Iteration 79Q: 3 clusters Score -271186.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -271190.375000 Penalty: 4059.519043
	Iteration 80F: 3 clusters Score -271190.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -271192.218750 Penalty: 4059.519043
	Iteration 81Q: 3 clusters Score -271192.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -271194.812500 Penalty: 4059.519043
	Iteration 82Q: 3 clusters Score -271194.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -271199.562500 Penalty: 4059.519043
	Iteration 83Q: 3 clusters Score -271199.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -271203.062500 Penalty: 4059.519043
	Iteration 84Q: 3 clusters Score -271203.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -271204.375000 Penalty: 4059.519043
	Iteration 85Q: 3 clusters Score -271204.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -271204.875000 Penalty: 4059.519043
	Iteration 86Q: 3 clusters Score -271204.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -271205.437500 Penalty: 4059.519043
	Iteration 87Q: 3 clusters Score -271205.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -271206.250000 Penalty: 4059.519043
	Iteration 88Q: 3 clusters Score -271206.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -271209.000000 Penalty: 4059.519043
	Iteration 89Q: 3 clusters Score -271209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -271212.250000 Penalty: 4059.519043
	Iteration 90Q: 3 clusters Score -271212.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -271214.625000 Penalty: 4059.519043
	Iteration 91Q: 3 clusters Score -271214.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -271216.406250 Penalty: 4059.519043
	Iteration 92Q: 3 clusters Score -271216.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -271219.062500 Penalty: 4059.519043
	Iteration 93Q: 3 clusters Score -271219.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -271219.562500 Penalty: 4059.519043
	Iteration 94Q: 3 clusters Score -271219.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -271219.562500 Penalty: 4059.519043
	Iteration 95F: 3 clusters Score -271219.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Entering Unmasked Estep 
Score: -154516.093750 Penalty: 1913.461182
	Iteration 0F: 2 clusters Score -154516.1 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 1109 members 
Entering Unmasked Estep 
Score: -151773.484375 Penalty: 3826.922363
	Iteration 0F: 3 clusters Score -151773.5 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -152374.468750 Penalty: 3826.922363
	Iteration 1F: 3 clusters Score -152374.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -152580.765625 Penalty: 3826.922363
	Iteration 2F: 3 clusters Score -152580.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -152691.828125 Penalty: 3826.922363
	Iteration 3F: 3 clusters Score -152691.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -152781.921875 Penalty: 3826.922363
	Iteration 4Q: 3 clusters Score -152781.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -152846.609375 Penalty: 3826.922363
	Iteration 5Q: 3 clusters Score -152846.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -152919.687500 Penalty: 3826.922363
	Iteration 6Q: 3 clusters Score -152919.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -152990.515625 Penalty: 3826.922363
	Iteration 7Q: 3 clusters Score -152990.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -153076.140625 Penalty: 3826.922363
	Iteration 8Q: 3 clusters Score -153076.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -153131.843750 Penalty: 3826.922363
	Iteration 9Q: 3 clusters Score -153131.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -153170.453125 Penalty: 3826.922363
	Iteration 10Q: 3 clusters Score -153170.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -153197.234375 Penalty: 3826.922363
	Iteration 11Q: 3 clusters Score -153197.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -153218.453125 Penalty: 3826.922363
	Iteration 12Q: 3 clusters Score -153218.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -153238.500000 Penalty: 3826.922363
	Iteration 13Q: 3 clusters Score -153238.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -153249.953125 Penalty: 3826.922363
	Iteration 14Q: 3 clusters Score -153250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -153267.593750 Penalty: 3826.922363
	Iteration 15Q: 3 clusters Score -153267.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -153288.687500 Penalty: 3826.922363
	Iteration 16Q: 3 clusters Score -153288.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -153307.484375 Penalty: 3826.922363
	Iteration 17Q: 3 clusters Score -153307.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -153327.859375 Penalty: 3826.922363
	Iteration 18Q: 3 clusters Score -153327.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -153345.000000 Penalty: 3826.922363
	Iteration 19Q: 3 clusters Score -153345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -153365.453125 Penalty: 3826.922363
	Iteration 20F: 3 clusters Score -153365.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -153386.828125 Penalty: 3826.922363
	Iteration 21Q: 3 clusters Score -153386.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -153397.250000 Penalty: 3826.922363
	Iteration 22Q: 3 clusters Score -153397.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -153402.234375 Penalty: 3826.922363
	Iteration 23Q: 3 clusters Score -153402.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -153406.203125 Penalty: 3826.922363
	Iteration 24Q: 3 clusters Score -153406.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -153409.656250 Penalty: 3826.922363
	Iteration 25Q: 3 clusters Score -153409.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -153413.156250 Penalty: 3826.922363
	Iteration 26Q: 3 clusters Score -153413.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -153414.562500 Penalty: 3826.922363
	Iteration 27Q: 3 clusters Score -153414.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -153417.062500 Penalty: 3826.922363
	Iteration 28Q: 3 clusters Score -153417.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -153418.109375 Penalty: 3826.922363
	Iteration 29Q: 3 clusters Score -153418.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -153419.203125 Penalty: 3826.922363
	Iteration 30Q: 3 clusters Score -153419.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -153419.203125 Penalty: 3826.922363
	Iteration 31F: 3 clusters Score -153419.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Entering Unmasked Estep 
Score: -175971.640625 Penalty: 1951.990601
	Iteration 0F: 2 clusters Score -175971.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -172999.515625 Penalty: 3903.981201
	Iteration 0F: 3 clusters Score -172999.5 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -173583.218750 Penalty: 3903.981201
	Iteration 1F: 3 clusters Score -173583.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -173757.203125 Penalty: 3903.981201
	Iteration 2F: 3 clusters Score -173757.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -173855.906250 Penalty: 3903.981201
	Iteration 3Q: 3 clusters Score -173855.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -173925.031250 Penalty: 3903.981201
	Iteration 4Q: 3 clusters Score -173925 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -173981.859375 Penalty: 3903.981201
	Iteration 5Q: 3 clusters Score -173981.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -174033.468750 Penalty: 3903.981201
	Iteration 6Q: 3 clusters Score -174033.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -174099.671875 Penalty: 3903.981201
	Iteration 7Q: 3 clusters Score -174099.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -174161.968750 Penalty: 3903.981201
	Iteration 8Q: 3 clusters Score -174162 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -174215.734375 Penalty: 3903.981201
	Iteration 9Q: 3 clusters Score -174215.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -174249.203125 Penalty: 3903.981201
	Iteration 10Q: 3 clusters Score -174249.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -174274.312500 Penalty: 3903.981201
	Iteration 11Q: 3 clusters Score -174274.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -174300.812500 Penalty: 3903.981201
	Iteration 12Q: 3 clusters Score -174300.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -174326.875000 Penalty: 3903.981201
	Iteration 13Q: 3 clusters Score -174326.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -174343.906250 Penalty: 3903.981201
	Iteration 14Q: 3 clusters Score -174343.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -174358.390625 Penalty: 3903.981201
	Iteration 15Q: 3 clusters Score -174358.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -174374.406250 Penalty: 3903.981201
	Iteration 16Q: 3 clusters Score -174374.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -174395.859375 Penalty: 3903.981201
	Iteration 17Q: 3 clusters Score -174395.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -174410.296875 Penalty: 3903.981201
	Iteration 18Q: 3 clusters Score -174410.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -174421.640625 Penalty: 3903.981201
	Iteration 19Q: 3 clusters Score -174421.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -174428.359375 Penalty: 3903.981201
	Iteration 20F: 3 clusters Score -174428.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -174434.609375 Penalty: 3903.981201
	Iteration 21Q: 3 clusters Score -174434.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -174441.359375 Penalty: 3903.981201
	Iteration 22Q: 3 clusters Score -174441.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -174446.640625 Penalty: 3903.981201
	Iteration 23Q: 3 clusters Score -174446.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -174452.265625 Penalty: 3903.981201
	Iteration 24Q: 3 clusters Score -174452.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -174455.796875 Penalty: 3903.981201
	Iteration 25Q: 3 clusters Score -174455.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -174458.625000 Penalty: 3903.981201
	Iteration 26Q: 3 clusters Score -174458.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -174462.234375 Penalty: 3903.981201
	Iteration 27Q: 3 clusters Score -174462.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -174462.718750 Penalty: 3903.981201
	Iteration 28Q: 3 clusters Score -174462.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -174463.421875 Penalty: 3903.981201
	Iteration 29Q: 3 clusters Score -174463.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -174463.421875 Penalty: 3903.981201
	Iteration 30F: 3 clusters Score -174463.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -937326.562500 Penalty: 2336.349121
	Iteration 0F: 2 clusters Score -937326.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -928241.500000 Penalty: 4672.698242
	Iteration 0F: 3 clusters Score -928241.5 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -930981.375000 Penalty: 4672.698242
	Iteration 1F: 3 clusters Score -930981.4 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -931317.187500 Penalty: 4672.698242
	Iteration 2F: 3 clusters Score -931317.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -931584.687500 Penalty: 4672.698242
	Iteration 3F: 3 clusters Score -931584.7 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -931851.500000 Penalty: 4672.698242
	Iteration 4Q: 3 clusters Score -931851.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -932180.750000 Penalty: 4672.698242
	Iteration 5Q: 3 clusters Score -932180.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -932539.125000 Penalty: 4672.698242
	Iteration 6Q: 3 clusters Score -932539.1 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -932983.687500 Penalty: 4672.698242
	Iteration 7Q: 3 clusters Score -932983.7 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -933451.437500 Penalty: 4672.698242
	Iteration 8F: 3 clusters Score -933451.4 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -933940.750000 Penalty: 4672.698242
	Iteration 9F: 3 clusters Score -933940.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -934374.875000 Penalty: 4672.698242
	Iteration 10Q: 3 clusters Score -934374.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -934705.437500 Penalty: 4672.698242
	Iteration 11Q: 3 clusters Score -934705.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -934950.750000 Penalty: 4672.698242
	Iteration 12Q: 3 clusters Score -934950.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -935075.562500 Penalty: 4672.698242
	Iteration 13Q: 3 clusters Score -935075.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -935155.187500 Penalty: 4672.698242
	Iteration 14Q: 3 clusters Score -935155.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -935212.625000 Penalty: 4672.698242
	Iteration 15Q: 3 clusters Score -935212.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -935258.625000 Penalty: 4672.698242
	Iteration 16Q: 3 clusters Score -935258.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -935300.812500 Penalty: 4672.698242
	Iteration 17Q: 3 clusters Score -935300.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -935340.187500 Penalty: 4672.698242
	Iteration 18Q: 3 clusters Score -935340.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -935366.625000 Penalty: 4672.698242
	Iteration 19Q: 3 clusters Score -935366.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -935389.000000 Penalty: 4672.698242
	Iteration 20F: 3 clusters Score -935389 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -935404.625000 Penalty: 4672.698242
	Iteration 21Q: 3 clusters Score -935404.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -935423.750000 Penalty: 4672.698242
	Iteration 22Q: 3 clusters Score -935423.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -935440.500000 Penalty: 4672.698242
	Iteration 23Q: 3 clusters Score -935440.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -935445.125000 Penalty: 4672.698242
	Iteration 24Q: 3 clusters Score -935445.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -935448.375000 Penalty: 4672.698242
	Iteration 25Q: 3 clusters Score -935448.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -935455.812500 Penalty: 4672.698242
	Iteration 26Q: 3 clusters Score -935455.8 nChanged 29
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: -935463.687500 Penalty: 4672.698242
	Iteration 27Q: 3 clusters Score -935463.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -935471.312500 Penalty: 4672.698242
	Iteration 28Q: 3 clusters Score -935471.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -935477.812500 Penalty: 4672.698242
	Iteration 29Q: 3 clusters Score -935477.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -935484.187500 Penalty: 4672.698242
	Iteration 30Q: 3 clusters Score -935484.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -935493.812500 Penalty: 4672.698242
	Iteration 31Q: 3 clusters Score -935493.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -935503.875000 Penalty: 4672.698242
	Iteration 32Q: 3 clusters Score -935503.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -935510.000000 Penalty: 4672.698242
	Iteration 33Q: 3 clusters Score -935510 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -935519.187500 Penalty: 4672.698242
	Iteration 34Q: 3 clusters Score -935519.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -935523.875000 Penalty: 4672.698242
	Iteration 35Q: 3 clusters Score -935523.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -935530.500000 Penalty: 4672.698242
	Iteration 36Q: 3 clusters Score -935530.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -935534.250000 Penalty: 4672.698242
	Iteration 37Q: 3 clusters Score -935534.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -935541.812500 Penalty: 4672.698242
	Iteration 38Q: 3 clusters Score -935541.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -935545.812500 Penalty: 4672.698242
	Iteration 39Q: 3 clusters Score -935545.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -935551.437500 Penalty: 4672.698242
	Iteration 40F: 3 clusters Score -935551.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -935550.625000 Penalty: 4672.698242
	Iteration 41Q: 3 clusters Score -935550.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -935555.937500 Penalty: 4672.698242
	Iteration 42Q: 3 clusters Score -935555.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -935555.250000 Penalty: 4672.698242
	Iteration 43Q: 3 clusters Score -935555.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -935556.125000 Penalty: 4672.698242
	Iteration 44Q: 3 clusters Score -935556.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -935555.750000 Penalty: 4672.698242
	Iteration 45Q: 3 clusters Score -935555.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -935560.625000 Penalty: 4672.698242
	Iteration 46Q: 3 clusters Score -935560.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -935558.500000 Penalty: 4672.698242
	Iteration 47Q: 3 clusters Score -935558.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -935562.750000 Penalty: 4672.698242
	Iteration 48Q: 3 clusters Score -935562.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -935563.562500 Penalty: 4672.698242
	Iteration 49Q: 3 clusters Score -935563.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -935563.875000 Penalty: 4672.698242
	Iteration 50Q: 3 clusters Score -935563.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -935563.875000 Penalty: 4672.698242
	Iteration 51F: 3 clusters Score -935563.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Entering Unmasked Estep 
Score: -285110.250000 Penalty: 2092.338867
	Iteration 0F: 2 clusters Score -285110.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -280829.062500 Penalty: 4184.677734
	Iteration 0F: 3 clusters Score -280829.1 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -282116.593750 Penalty: 4184.677734
	Iteration 1F: 3 clusters Score -282116.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -282662.031250 Penalty: 4184.677734
	Iteration 2F: 3 clusters Score -282662 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -283124.906250 Penalty: 4184.677734
	Iteration 3F: 3 clusters Score -283124.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -283526.000000 Penalty: 4184.677734
	Iteration 4F: 3 clusters Score -283526 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -283943.750000 Penalty: 4184.677734
	Iteration 5F: 3 clusters Score -283943.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -284360.687500 Penalty: 4184.677734
	Iteration 6F: 3 clusters Score -284360.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -284588.968750 Penalty: 4184.677734
	Iteration 7Q: 3 clusters Score -284589 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -284704.156250 Penalty: 4184.677734
	Iteration 8Q: 3 clusters Score -284704.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -284788.656250 Penalty: 4184.677734
	Iteration 9Q: 3 clusters Score -284788.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -284849.156250 Penalty: 4184.677734
	Iteration 10Q: 3 clusters Score -284849.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -284910.593750 Penalty: 4184.677734
	Iteration 11Q: 3 clusters Score -284910.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -284953.187500 Penalty: 4184.677734
	Iteration 12Q: 3 clusters Score -284953.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -284995.187500 Penalty: 4184.677734
	Iteration 13Q: 3 clusters Score -284995.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -285028.281250 Penalty: 4184.677734
	Iteration 14Q: 3 clusters Score -285028.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -285051.718750 Penalty: 4184.677734
	Iteration 15Q: 3 clusters Score -285051.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -285072.531250 Penalty: 4184.677734
	Iteration 16Q: 3 clusters Score -285072.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -285087.625000 Penalty: 4184.677734
	Iteration 17Q: 3 clusters Score -285087.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -285100.906250 Penalty: 4184.677734
	Iteration 18Q: 3 clusters Score -285100.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -285115.968750 Penalty: 4184.677734
	Iteration 19Q: 3 clusters Score -285116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -285125.406250 Penalty: 4184.677734
	Iteration 20F: 3 clusters Score -285125.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -285128.687500 Penalty: 4184.677734
	Iteration 21Q: 3 clusters Score -285128.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -285130.625000 Penalty: 4184.677734
	Iteration 22Q: 3 clusters Score -285130.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -285133.187500 Penalty: 4184.677734
	Iteration 23Q: 3 clusters Score -285133.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -285134.812500 Penalty: 4184.677734
	Iteration 24Q: 3 clusters Score -285134.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -285136.406250 Penalty: 4184.677734
	Iteration 25Q: 3 clusters Score -285136.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -285138.968750 Penalty: 4184.677734
	Iteration 26Q: 3 clusters Score -285139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -285141.156250 Penalty: 4184.677734
	Iteration 27Q: 3 clusters Score -285141.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -285141.500000 Penalty: 4184.677734
	Iteration 28Q: 3 clusters Score -285141.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -285143.312500 Penalty: 4184.677734
	Iteration 29Q: 3 clusters Score -285143.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -285144.531250 Penalty: 4184.677734
	Iteration 30Q: 3 clusters Score -285144.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -285145.875000 Penalty: 4184.677734
	Iteration 31Q: 3 clusters Score -285145.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -285146.031250 Penalty: 4184.677734
	Iteration 32Q: 3 clusters Score -285146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -285146.031250 Penalty: 4184.677734
	Iteration 33F: 3 clusters Score -285146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 130279 members 
Mstep: Class 5 contains 27124 members 
Mstep: Class 6 contains 54453 members 
Mstep: Class 7 contains 27444 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 198471 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 80668 members 
Mstep: Class 12 contains 24117 members 
Mstep: Class 13 contains 10592 members 
Mstep: Class 14 contains 2497 members 
Mstep: Class 15 contains 46429 members 
Mstep: Class 16 contains 3134 members 
Mstep: Class 17 contains 6685 members 
Mstep: Class 18 contains 206886 members 
Mstep: Class 19 contains 13973 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 6094 members 
Mstep: Class 22 contains 1270 members 
Mstep: Class 23 contains 28563 members 
Mstep: Class 24 contains 4781 members 
Mstep: Class 25 contains 6515 members 
Mstep: Class 26 contains 18217 members 
Mstep: Class 27 contains 13921 members 
Mstep: Class 28 contains 8589 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 8130 members 
Mstep: Class 31 contains 798 members 
Mstep: Class 32 contains 5026 members 
Mstep: Class 33 contains 12832 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 8282 members 
Mstep: Class 36 contains 6450 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3585 members 
Mstep: Class 39 contains 2243 members 
Mstep: Class 40 contains 2620 members 
Mstep: Class 41 contains 12342 members 
Mstep: Class 42 contains 3033 members 
Mstep: Class 43 contains 3717 members 
Mstep: Class 44 contains 4793 members 
Mstep: Class 45 contains 2374 members 
Mstep: Class 46 contains 4676 members 
Mstep: Class 47 contains 373484 members 
Mstep: Class 48 contains 8316 members 
Mstep: Class 49 contains 1581 members 
Entering Unmasked Estep 
Score: -102287408.000000 Penalty: 172113.140625
Splitting cluster 42 changes total score from -102288328.000000 to -102287408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (3717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Entering Unmasked Estep 
Score: -259545.390625 Penalty: 2038.726807
	Iteration 0F: 2 clusters Score -259545.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -255902.000000 Penalty: 4077.453613
	Iteration 0F: 3 clusters Score -255902 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -256813.343750 Penalty: 4077.453613
	Iteration 1F: 3 clusters Score -256813.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -257113.343750 Penalty: 4077.453613
	Iteration 2F: 3 clusters Score -257113.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -257321.140625 Penalty: 4077.453613
	Iteration 3F: 3 clusters Score -257321.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -257546.765625 Penalty: 4077.453613
	Iteration 4F: 3 clusters Score -257546.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -257818.296875 Penalty: 4077.453613
	Iteration 5F: 3 clusters Score -257818.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -258136.875000 Penalty: 4077.453613
	Iteration 6F: 3 clusters Score -258136.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -258484.468750 Penalty: 4077.453613
	Iteration 7F: 3 clusters Score -258484.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -258796.593750 Penalty: 4077.453613
	Iteration 8F: 3 clusters Score -258796.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -258995.890625 Penalty: 4077.453613
	Iteration 9Q: 3 clusters Score -258995.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -259073.203125 Penalty: 4077.453613
	Iteration 10Q: 3 clusters Score -259073.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -259101.500000 Penalty: 4077.453613
	Iteration 11Q: 3 clusters Score -259101.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -259111.921875 Penalty: 4077.453613
	Iteration 12Q: 3 clusters Score -259111.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -259118.593750 Penalty: 4077.453613
	Iteration 13Q: 3 clusters Score -259118.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -259127.218750 Penalty: 4077.453613
	Iteration 14Q: 3 clusters Score -259127.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -259138.375000 Penalty: 4077.453613
	Iteration 15Q: 3 clusters Score -259138.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -259151.000000 Penalty: 4077.453613
	Iteration 16Q: 3 clusters Score -259151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -259165.109375 Penalty: 4077.453613
	Iteration 17Q: 3 clusters Score -259165.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -259176.875000 Penalty: 4077.453613
	Iteration 18Q: 3 clusters Score -259176.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -259187.703125 Penalty: 4077.453613
	Iteration 19Q: 3 clusters Score -259187.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -259196.421875 Penalty: 4077.453613
	Iteration 20F: 3 clusters Score -259196.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -259204.000000 Penalty: 4077.453613
	Iteration 21Q: 3 clusters Score -259204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -259212.671875 Penalty: 4077.453613
	Iteration 22Q: 3 clusters Score -259212.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -259216.875000 Penalty: 4077.453613
	Iteration 23Q: 3 clusters Score -259216.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -259218.390625 Penalty: 4077.453613
	Iteration 24Q: 3 clusters Score -259218.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -259219.453125 Penalty: 4077.453613
	Iteration 25Q: 3 clusters Score -259219.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -259220.406250 Penalty: 4077.453613
	Iteration 26Q: 3 clusters Score -259220.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -259220.671875 Penalty: 4077.453613
	Iteration 27Q: 3 clusters Score -259220.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -259220.671875 Penalty: 4077.453613
	Iteration 28F: 3 clusters Score -259220.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Entering Unmasked Estep 
Score: -338337.468750 Penalty: 2101.778076
	Iteration 0F: 2 clusters Score -338337.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -333967.500000 Penalty: 4203.556152
	Iteration 0F: 3 clusters Score -333967.5 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -335338.781250 Penalty: 4203.556152
	Iteration 1F: 3 clusters Score -335338.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -336106.937500 Penalty: 4203.556152
	Iteration 2F: 3 clusters Score -336106.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -336897.937500 Penalty: 4203.556152
	Iteration 3F: 3 clusters Score -336897.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -337628.031250 Penalty: 4203.556152
	Iteration 4F: 3 clusters Score -337628 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -338187.125000 Penalty: 4203.556152
	Iteration 5F: 3 clusters Score -338187.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -338532.218750 Penalty: 4203.556152
	Iteration 6F: 3 clusters Score -338532.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -338795.281250 Penalty: 4203.556152
	Iteration 7Q: 3 clusters Score -338795.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -338939.343750 Penalty: 4203.556152
	Iteration 8Q: 3 clusters Score -338939.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -338987.531250 Penalty: 4203.556152
	Iteration 9Q: 3 clusters Score -338987.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -339009.750000 Penalty: 4203.556152
	Iteration 10Q: 3 clusters Score -339009.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -339019.125000 Penalty: 4203.556152
	Iteration 11Q: 3 clusters Score -339019.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -339022.031250 Penalty: 4203.556152
	Iteration 12Q: 3 clusters Score -339022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -339024.500000 Penalty: 4203.556152
	Iteration 13Q: 3 clusters Score -339024.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -339024.937500 Penalty: 4203.556152
	Iteration 14Q: 3 clusters Score -339024.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -339026.843750 Penalty: 4203.556152
	Iteration 15Q: 3 clusters Score -339026.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -339028.093750 Penalty: 4203.556152
	Iteration 16Q: 3 clusters Score -339028.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -339028.531250 Penalty: 4203.556152
	Iteration 17Q: 3 clusters Score -339028.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -339028.375000 Penalty: 4203.556152
	Iteration 18Q: 3 clusters Score -339028.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -339028.375000 Penalty: 4203.556152
	Iteration 19F: 3 clusters Score -339028.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 130279 members 
Mstep: Class 5 contains 27124 members 
Mstep: Class 6 contains 54453 members 
Mstep: Class 7 contains 27444 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 198471 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 80668 members 
Mstep: Class 12 contains 24117 members 
Mstep: Class 13 contains 10592 members 
Mstep: Class 14 contains 2497 members 
Mstep: Class 15 contains 46429 members 
Mstep: Class 16 contains 3134 members 
Mstep: Class 17 contains 6685 members 
Mstep: Class 18 contains 206886 members 
Mstep: Class 19 contains 13973 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 6094 members 
Mstep: Class 22 contains 1270 members 
Mstep: Class 23 contains 28563 members 
Mstep: Class 24 contains 4781 members 
Mstep: Class 25 contains 6515 members 
Mstep: Class 26 contains 18217 members 
Mstep: Class 27 contains 13921 members 
Mstep: Class 28 contains 8589 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 8130 members 
Mstep: Class 31 contains 798 members 
Mstep: Class 32 contains 5026 members 
Mstep: Class 33 contains 12832 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 8282 members 
Mstep: Class 36 contains 6450 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3585 members 
Mstep: Class 39 contains 2243 members 
Mstep: Class 40 contains 2620 members 
Mstep: Class 41 contains 12342 members 
Mstep: Class 42 contains 4614 members 
Mstep: Class 43 contains 3717 members 
Mstep: Class 44 contains 1063 members 
Mstep: Class 45 contains 2374 members 
Mstep: Class 46 contains 4676 members 
Mstep: Class 47 contains 373484 members 
Mstep: Class 48 contains 8316 members 
Mstep: Class 49 contains 3730 members 
Entering Unmasked Estep 
Score: -102288256.000000 Penalty: 172113.140625
Splitting cluster 44 changes total score from -102288328.000000 to -102288256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (2374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Entering Unmasked Estep 
Score: -163508.390625 Penalty: 1927.538208
	Iteration 0F: 2 clusters Score -163508.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -160645.625000 Penalty: 3855.076416
	Iteration 0F: 3 clusters Score -160645.6 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -161289.531250 Penalty: 3855.076416
	Iteration 1F: 3 clusters Score -161289.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -161666.265625 Penalty: 3855.076416
	Iteration 2F: 3 clusters Score -161666.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -162034.062500 Penalty: 3855.076416
	Iteration 3F: 3 clusters Score -162034.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -162502.515625 Penalty: 3855.076416
	Iteration 4F: 3 clusters Score -162502.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -163083.453125 Penalty: 3855.076416
	Iteration 5F: 3 clusters Score -163083.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -163420.609375 Penalty: 3855.076416
	Iteration 6F: 3 clusters Score -163420.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -163642.578125 Penalty: 3855.076416
	Iteration 7Q: 3 clusters Score -163642.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -163858.593750 Penalty: 3855.076416
	Iteration 8Q: 3 clusters Score -163858.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -164010.218750 Penalty: 3855.076416
	Iteration 9Q: 3 clusters Score -164010.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -164078.984375 Penalty: 3855.076416
	Iteration 10Q: 3 clusters Score -164079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -164086.125000 Penalty: 3855.076416
	Iteration 11Q: 3 clusters Score -164086.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -164088.421875 Penalty: 3855.076416
	Iteration 12Q: 3 clusters Score -164088.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -164089.000000 Penalty: 3855.076416
	Iteration 13Q: 3 clusters Score -164089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -164089.000000 Penalty: 3855.076416
	Iteration 14F: 3 clusters Score -164089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 130279 members 
Mstep: Class 5 contains 27124 members 
Mstep: Class 6 contains 54453 members 
Mstep: Class 7 contains 27444 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 198471 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 80668 members 
Mstep: Class 12 contains 24117 members 
Mstep: Class 13 contains 10592 members 
Mstep: Class 14 contains 2497 members 
Mstep: Class 15 contains 46429 members 
Mstep: Class 16 contains 3134 members 
Mstep: Class 17 contains 6685 members 
Mstep: Class 18 contains 206886 members 
Mstep: Class 19 contains 13973 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 6094 members 
Mstep: Class 22 contains 1270 members 
Mstep: Class 23 contains 28563 members 
Mstep: Class 24 contains 4781 members 
Mstep: Class 25 contains 6515 members 
Mstep: Class 26 contains 18217 members 
Mstep: Class 27 contains 13921 members 
Mstep: Class 28 contains 8589 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 8130 members 
Mstep: Class 31 contains 798 members 
Mstep: Class 32 contains 5026 members 
Mstep: Class 33 contains 12832 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 8282 members 
Mstep: Class 36 contains 6450 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3585 members 
Mstep: Class 39 contains 2243 members 
Mstep: Class 40 contains 2620 members 
Mstep: Class 41 contains 12342 members 
Mstep: Class 42 contains 4614 members 
Mstep: Class 43 contains 3717 members 
Mstep: Class 44 contains 4793 members 
Mstep: Class 45 contains 1797 members 
Mstep: Class 46 contains 4676 members 
Mstep: Class 47 contains 373484 members 
Mstep: Class 48 contains 8316 members 
Mstep: Class 49 contains 577 members 
Entering Unmasked Estep 
Score: -102288392.000000 Penalty: 172113.140625
Splitting cluster 45 changes total score from -102288328.000000 to -102288392.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 46 (4676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Entering Unmasked Estep 
Score: -287967.843750 Penalty: 2095.649170
	Iteration 0F: 2 clusters Score -287967.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -283639.687500 Penalty: 4191.298340
	Iteration 0F: 3 clusters Score -283639.7 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -284795.250000 Penalty: 4191.298340
	Iteration 1F: 3 clusters Score -284795.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -285124.375000 Penalty: 4191.298340
	Iteration 2F: 3 clusters Score -285124.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -285350.781250 Penalty: 4191.298340
	Iteration 3F: 3 clusters Score -285350.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -285528.406250 Penalty: 4191.298340
	Iteration 4F: 3 clusters Score -285528.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -285675.500000 Penalty: 4191.298340
	Iteration 5Q: 3 clusters Score -285675.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -285808.281250 Penalty: 4191.298340
	Iteration 6Q: 3 clusters Score -285808.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -285906.718750 Penalty: 4191.298340
	Iteration 7Q: 3 clusters Score -285906.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -285974.656250 Penalty: 4191.298340
	Iteration 8Q: 3 clusters Score -285974.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -286018.718750 Penalty: 4191.298340
	Iteration 9Q: 3 clusters Score -286018.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -286051.968750 Penalty: 4191.298340
	Iteration 10Q: 3 clusters Score -286052 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -286082.531250 Penalty: 4191.298340
	Iteration 11Q: 3 clusters Score -286082.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -286113.906250 Penalty: 4191.298340
	Iteration 12Q: 3 clusters Score -286113.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -286150.656250 Penalty: 4191.298340
	Iteration 13Q: 3 clusters Score -286150.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -286194.343750 Penalty: 4191.298340
	Iteration 14Q: 3 clusters Score -286194.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -286226.218750 Penalty: 4191.298340
	Iteration 15Q: 3 clusters Score -286226.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -286247.281250 Penalty: 4191.298340
	Iteration 16Q: 3 clusters Score -286247.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -286263.656250 Penalty: 4191.298340
	Iteration 17Q: 3 clusters Score -286263.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -286278.156250 Penalty: 4191.298340
	Iteration 18Q: 3 clusters Score -286278.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -286288.000000 Penalty: 4191.298340
	Iteration 19Q: 3 clusters Score -286288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -286302.312500 Penalty: 4191.298340
	Iteration 20F: 3 clusters Score -286302.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -286315.625000 Penalty: 4191.298340
	Iteration 21Q: 3 clusters Score -286315.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -286328.437500 Penalty: 4191.298340
	Iteration 22Q: 3 clusters Score -286328.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -286336.437500 Penalty: 4191.298340
	Iteration 23Q: 3 clusters Score -286336.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -286342.093750 Penalty: 4191.298340
	Iteration 24Q: 3 clusters Score -286342.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -286348.281250 Penalty: 4191.298340
	Iteration 25Q: 3 clusters Score -286348.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -286352.281250 Penalty: 4191.298340
	Iteration 26Q: 3 clusters Score -286352.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -286357.000000 Penalty: 4191.298340
	Iteration 27Q: 3 clusters Score -286357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -286360.781250 Penalty: 4191.298340
	Iteration 28Q: 3 clusters Score -286360.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -286367.718750 Penalty: 4191.298340
	Iteration 29Q: 3 clusters Score -286367.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -286372.031250 Penalty: 4191.298340
	Iteration 30Q: 3 clusters Score -286372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -286374.375000 Penalty: 4191.298340
	Iteration 31Q: 3 clusters Score -286374.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -286378.406250 Penalty: 4191.298340
	Iteration 32Q: 3 clusters Score -286378.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -286381.156250 Penalty: 4191.298340
	Iteration 33Q: 3 clusters Score -286381.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -286383.000000 Penalty: 4191.298340
	Iteration 34Q: 3 clusters Score -286383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -286383.812500 Penalty: 4191.298340
	Iteration 35Q: 3 clusters Score -286383.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -286384.218750 Penalty: 4191.298340
	Iteration 36Q: 3 clusters Score -286384.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -286384.250000 Penalty: 4191.298340
	Iteration 37Q: 3 clusters Score -286384.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -286384.250000 Penalty: 4191.298340
	Iteration 38F: 3 clusters Score -286384.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 130279 members 
Mstep: Class 5 contains 27124 members 
Mstep: Class 6 contains 54453 members 
Mstep: Class 7 contains 27444 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 198471 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 80668 members 
Mstep: Class 12 contains 24117 members 
Mstep: Class 13 contains 10592 members 
Mstep: Class 14 contains 2497 members 
Mstep: Class 15 contains 46429 members 
Mstep: Class 16 contains 3134 members 
Mstep: Class 17 contains 6685 members 
Mstep: Class 18 contains 206886 members 
Mstep: Class 19 contains 13973 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 6094 members 
Mstep: Class 22 contains 1270 members 
Mstep: Class 23 contains 28563 members 
Mstep: Class 24 contains 4781 members 
Mstep: Class 25 contains 6515 members 
Mstep: Class 26 contains 18217 members 
Mstep: Class 27 contains 13921 members 
Mstep: Class 28 contains 8589 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 8130 members 
Mstep: Class 31 contains 798 members 
Mstep: Class 32 contains 5026 members 
Mstep: Class 33 contains 12832 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 8282 members 
Mstep: Class 36 contains 6450 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 3585 members 
Mstep: Class 39 contains 2243 members 
Mstep: Class 40 contains 2620 members 
Mstep: Class 41 contains 12342 members 
Mstep: Class 42 contains 4614 members 
Mstep: Class 43 contains 3717 members 
Mstep: Class 44 contains 4793 members 
Mstep: Class 45 contains 1797 members 
Mstep: Class 46 contains 4676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102291488.000000 Penalty: 172113.140625
Iteration 199Q: 50 clusters Score -1.022915e+08 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7349 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 130609 members 
Mstep: Class 5 contains 27358 members 
Mstep: Class 6 contains 54588 members 
Mstep: Class 7 contains 27677 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 199842 members 
Mstep: Class 10 contains 9627 members 
Mstep: Class 11 contains 81173 members 
Mstep: Class 12 contains 24130 members 
Mstep: Class 13 contains 10764 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 46529 members 
Mstep: Class 16 contains 3138 members 
Mstep: Class 17 contains 6687 members 
Mstep: Class 18 contains 206887 members 
Mstep: Class 19 contains 14969 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 5988 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 28562 members 
Mstep: Class 24 contains 4793 members 
Mstep: Class 25 contains 6536 members 
Mstep: Class 26 contains 18215 members 
Mstep: Class 27 contains 13961 members 
Mstep: Class 28 contains 8932 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 8180 members 
Mstep: Class 31 contains 781 members 
Mstep: Class 32 contains 4999 members 
Mstep: Class 33 contains 12842 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 8130 members 
Mstep: Class 36 contains 6550 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3585 members 
Mstep: Class 39 contains 2245 members 
Mstep: Class 40 contains 2620 members 
Mstep: Class 41 contains 12458 members 
Mstep: Class 42 contains 4603 members 
Mstep: Class 43 contains 3699 members 
Mstep: Class 44 contains 4829 members 
Mstep: Class 45 contains 1892 members 
Mstep: Class 46 contains 4706 members 
Mstep: Class 47 contains 369408 members 
Mstep: Class 48 contains 7829 members 
Mstep: Class 49 contains 567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102293328.000000 Penalty: 172113.140625
Iteration 200F: 50 clusters Score -1.022933e+08 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 1521 members 
Mstep: Class 4 contains 130553 members 
Mstep: Class 5 contains 27420 members 
Mstep: Class 6 contains 54541 members 
Mstep: Class 7 contains 27549 members 
Mstep: Class 8 contains 3349 members 
Mstep: Class 9 contains 200358 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 81118 members 
Mstep: Class 12 contains 24141 members 
Mstep: Class 13 contains 10666 members 
Mstep: Class 14 contains 2496 members 
Mstep: Class 15 contains 46547 members 
Mstep: Class 16 contains 3144 members 
Mstep: Class 17 contains 6683 members 
Mstep: Class 18 contains 206887 members 
Mstep: Class 19 contains 15517 members 
Mstep: Class 20 contains 2106 members 
Mstep: Class 21 contains 5928 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 28564 members 
Mstep: Class 24 contains 4797 members 
Mstep: Class 25 contains 6430 members 
Mstep: Class 26 contains 18215 members 
Mstep: Class 27 contains 13955 members 
Mstep: Class 28 contains 9127 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 8172 members 
Mstep: Class 31 contains 760 members 
Mstep: Class 32 contains 4987 members 
Mstep: Class 33 contains 12828 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 8026 members 
Mstep: Class 36 contains 6628 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3585 members 
Mstep: Class 39 contains 2246 members 
Mstep: Class 40 contains 2621 members 
Mstep: Class 41 contains 12500 members 
Mstep: Class 42 contains 4591 members 
Mstep: Class 43 contains 3663 members 
Mstep: Class 44 contains 4851 members 
Mstep: Class 45 contains 1946 members 
Mstep: Class 46 contains 4723 members 
Mstep: Class 47 contains 368487 members 
Mstep: Class 48 contains 8046 members 
Mstep: Class 49 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102293872.000000 Penalty: 172113.140625
Iteration 201Q: 50 clusters Score -1.022939e+08 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7350 members 
Mstep: Class 3 contains 1521 members 
Mstep: Class 4 contains 130492 members 
Mstep: Class 5 contains 27448 members 
Mstep: Class 6 contains 54540 members 
Mstep: Class 7 contains 27460 members 
Mstep: Class 8 contains 3338 members 
Mstep: Class 9 contains 200776 members 
Mstep: Class 10 contains 9502 members 
Mstep: Class 11 contains 81094 members 
Mstep: Class 12 contains 24156 members 
Mstep: Class 13 contains 10571 members 
Mstep: Class 14 contains 2493 members 
Mstep: Class 15 contains 46527 members 
Mstep: Class 16 contains 3144 members 
Mstep: Class 17 contains 6688 members 
Mstep: Class 18 contains 206887 members 
Mstep: Class 19 contains 16026 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 5897 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 28570 members 
Mstep: Class 24 contains 4805 members 
Mstep: Class 25 contains 6363 members 
Mstep: Class 26 contains 18215 members 
Mstep: Class 27 contains 13957 members 
Mstep: Class 28 contains 9282 members 
Mstep: Class 29 contains 1386 members 
Mstep: Class 30 contains 8179 members 
Mstep: Class 31 contains 745 members 
Mstep: Class 32 contains 4981 members 
Mstep: Class 33 contains 12830 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7948 members 
Mstep: Class 36 contains 6711 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3585 members 
Mstep: Class 39 contains 2245 members 
Mstep: Class 40 contains 2621 members 
Mstep: Class 41 contains 12529 members 
Mstep: Class 42 contains 4579 members 
Mstep: Class 43 contains 3632 members 
Mstep: Class 44 contains 4867 members 
Mstep: Class 45 contains 1990 members 
Mstep: Class 46 contains 4731 members 
Mstep: Class 47 contains 367589 members 
Mstep: Class 48 contains 8191 members 
Mstep: Class 49 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102293976.000000 Penalty: 172113.140625
Iteration 202Q: 50 clusters Score -1.02294e+08 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7354 members 
Mstep: Class 3 contains 1521 members 
Mstep: Class 4 contains 130444 members 
Mstep: Class 5 contains 27455 members 
Mstep: Class 6 contains 54546 members 
Mstep: Class 7 contains 27391 members 
Mstep: Class 8 contains 3332 members 
Mstep: Class 9 contains 201194 members 
Mstep: Class 10 contains 9474 members 
Mstep: Class 11 contains 81094 members 
Mstep: Class 12 contains 24167 members 
Mstep: Class 13 contains 10517 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 46521 members 
Mstep: Class 16 contains 3145 members 
Mstep: Class 17 contains 6692 members 
Mstep: Class 18 contains 206893 members 
Mstep: Class 19 contains 16473 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 5872 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 28565 members 
Mstep: Class 24 contains 4815 members 
Mstep: Class 25 contains 6314 members 
Mstep: Class 26 contains 18211 members 
Mstep: Class 27 contains 13961 members 
Mstep: Class 28 contains 9390 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 8196 members 
Mstep: Class 31 contains 740 members 
Mstep: Class 32 contains 4981 members 
Mstep: Class 33 contains 12832 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7883 members 
Mstep: Class 36 contains 6753 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3584 members 
Mstep: Class 39 contains 2245 members 
Mstep: Class 40 contains 2623 members 
Mstep: Class 41 contains 12540 members 
Mstep: Class 42 contains 4570 members 
Mstep: Class 43 contains 3605 members 
Mstep: Class 44 contains 4880 members 
Mstep: Class 45 contains 2036 members 
Mstep: Class 46 contains 4743 members 
Mstep: Class 47 contains 366745 members 
Mstep: Class 48 contains 8264 members 
Mstep: Class 49 contains 593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102294512.000000 Penalty: 172113.140625
Iteration 203Q: 50 clusters Score -1.022945e+08 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7353 members 
Mstep: Class 3 contains 1521 members 
Mstep: Class 4 contains 130423 members 
Mstep: Class 5 contains 27432 members 
Mstep: Class 6 contains 54533 members 
Mstep: Class 7 contains 27351 members 
Mstep: Class 8 contains 3330 members 
Mstep: Class 9 contains 201539 members 
Mstep: Class 10 contains 9454 members 
Mstep: Class 11 contains 81091 members 
Mstep: Class 12 contains 24169 members 
Mstep: Class 13 contains 10470 members 
Mstep: Class 14 contains 2492 members 
Mstep: Class 15 contains 46531 members 
Mstep: Class 16 contains 3146 members 
Mstep: Class 17 contains 6695 members 
Mstep: Class 18 contains 206893 members 
Mstep: Class 19 contains 16911 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 5849 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 28560 members 
Mstep: Class 24 contains 4825 members 
Mstep: Class 25 contains 6270 members 
Mstep: Class 26 contains 18209 members 
Mstep: Class 27 contains 13969 members 
Mstep: Class 28 contains 9469 members 
Mstep: Class 29 contains 1386 members 
Mstep: Class 30 contains 8210 members 
Mstep: Class 31 contains 731 members 
Mstep: Class 32 contains 4978 members 
Mstep: Class 33 contains 12836 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7828 members 
Mstep: Class 36 contains 6802 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3584 members 
Mstep: Class 39 contains 2245 members 
Mstep: Class 40 contains 2623 members 
Mstep: Class 41 contains 12552 members 
Mstep: Class 42 contains 4562 members 
Mstep: Class 43 contains 3574 members 
Mstep: Class 44 contains 4889 members 
Mstep: Class 45 contains 2078 members 
Mstep: Class 46 contains 4762 members 
Mstep: Class 47 contains 365978 members 
Mstep: Class 48 contains 8330 members 
Mstep: Class 49 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102294672.000000 Penalty: 172113.140625
Iteration 204Q: 50 clusters Score -1.022947e+08 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7353 members 
Mstep: Class 3 contains 1521 members 
Mstep: Class 4 contains 130388 members 
Mstep: Class 5 contains 27394 members 
Mstep: Class 6 contains 54527 members 
Mstep: Class 7 contains 27293 members 
Mstep: Class 8 contains 3326 members 
Mstep: Class 9 contains 201856 members 
Mstep: Class 10 contains 9439 members 
Mstep: Class 11 contains 81084 members 
Mstep: Class 12 contains 24170 members 
Mstep: Class 13 contains 10413 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46549 members 
Mstep: Class 16 contains 3144 members 
Mstep: Class 17 contains 6696 members 
Mstep: Class 18 contains 206893 members 
Mstep: Class 19 contains 17312 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 5824 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 28556 members 
Mstep: Class 24 contains 4833 members 
Mstep: Class 25 contains 6234 members 
Mstep: Class 26 contains 18209 members 
Mstep: Class 27 contains 13965 members 
Mstep: Class 28 contains 9554 members 
Mstep: Class 29 contains 1386 members 
Mstep: Class 30 contains 8222 members 
Mstep: Class 31 contains 724 members 
Mstep: Class 32 contains 4981 members 
Mstep: Class 33 contains 12846 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7780 members 
Mstep: Class 36 contains 6846 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3583 members 
Mstep: Class 39 contains 2245 members 
Mstep: Class 40 contains 2623 members 
Mstep: Class 41 contains 12575 members 
Mstep: Class 42 contains 4560 members 
Mstep: Class 43 contains 3553 members 
Mstep: Class 44 contains 4900 members 
Mstep: Class 45 contains 2113 members 
Mstep: Class 46 contains 4777 members 
Mstep: Class 47 contains 365294 members 
Mstep: Class 48 contains 8395 members 
Mstep: Class 49 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295048.000000 Penalty: 172113.140625
Iteration 205Q: 50 clusters Score -1.02295e+08 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7353 members 
Mstep: Class 3 contains 1521 members 
Mstep: Class 4 contains 130356 members 
Mstep: Class 5 contains 27363 members 
Mstep: Class 6 contains 54514 members 
Mstep: Class 7 contains 27248 members 
Mstep: Class 8 contains 3325 members 
Mstep: Class 9 contains 202101 members 
Mstep: Class 10 contains 9433 members 
Mstep: Class 11 contains 81071 members 
Mstep: Class 12 contains 24176 members 
Mstep: Class 13 contains 10361 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 46566 members 
Mstep: Class 16 contains 3144 members 
Mstep: Class 17 contains 6698 members 
Mstep: Class 18 contains 206892 members 
Mstep: Class 19 contains 17684 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 5808 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 28550 members 
Mstep: Class 24 contains 4840 members 
Mstep: Class 25 contains 6208 members 
Mstep: Class 26 contains 18209 members 
Mstep: Class 27 contains 13957 members 
Mstep: Class 28 contains 9626 members 
Mstep: Class 29 contains 1386 members 
Mstep: Class 30 contains 8236 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 4982 members 
Mstep: Class 33 contains 12856 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7751 members 
Mstep: Class 36 contains 6880 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3584 members 
Mstep: Class 39 contains 2245 members 
Mstep: Class 40 contains 2624 members 
Mstep: Class 41 contains 12585 members 
Mstep: Class 42 contains 4554 members 
Mstep: Class 43 contains 3516 members 
Mstep: Class 44 contains 4912 members 
Mstep: Class 45 contains 2162 members 
Mstep: Class 46 contains 4789 members 
Mstep: Class 47 contains 364701 members 
Mstep: Class 48 contains 8452 members 
Mstep: Class 49 contains 601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295240.000000 Penalty: 172113.140625
Iteration 206Q: 50 clusters Score -1.022952e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7351 members 
Mstep: Class 3 contains 1521 members 
Mstep: Class 4 contains 130336 members 
Mstep: Class 5 contains 27327 members 
Mstep: Class 6 contains 54512 members 
Mstep: Class 7 contains 27208 members 
Mstep: Class 8 contains 3315 members 
Mstep: Class 9 contains 202297 members 
Mstep: Class 10 contains 9424 members 
Mstep: Class 11 contains 81068 members 
Mstep: Class 12 contains 24182 members 
Mstep: Class 13 contains 10312 members 
Mstep: Class 14 contains 2489 members 
Mstep: Class 15 contains 46575 members 
Mstep: Class 16 contains 3144 members 
Mstep: Class 17 contains 6699 members 
Mstep: Class 18 contains 206892 members 
Mstep: Class 19 contains 18043 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 5784 members 
Mstep: Class 22 contains 1273 members 
Mstep: Class 23 contains 28551 members 
Mstep: Class 24 contains 4842 members 
Mstep: Class 25 contains 6179 members 
Mstep: Class 26 contains 18208 members 
Mstep: Class 27 contains 13954 members 
Mstep: Class 28 contains 9688 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 8247 members 
Mstep: Class 31 contains 713 members 
Mstep: Class 32 contains 4984 members 
Mstep: Class 33 contains 12862 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7716 members 
Mstep: Class 36 contains 6907 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3584 members 
Mstep: Class 39 contains 2246 members 
Mstep: Class 40 contains 2626 members 
Mstep: Class 41 contains 12599 members 
Mstep: Class 42 contains 4555 members 
Mstep: Class 43 contains 3491 members 
Mstep: Class 44 contains 4917 members 
Mstep: Class 45 contains 2201 members 
Mstep: Class 46 contains 4799 members 
Mstep: Class 47 contains 364176 members 
Mstep: Class 48 contains 8514 members 
Mstep: Class 49 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295248.000000 Penalty: 172113.140625
Iteration 207Q: 50 clusters Score -1.022952e+08 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7352 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130331 members 
Mstep: Class 5 contains 27287 members 
Mstep: Class 6 contains 54507 members 
Mstep: Class 7 contains 27166 members 
Mstep: Class 8 contains 3305 members 
Mstep: Class 9 contains 202478 members 
Mstep: Class 10 contains 9422 members 
Mstep: Class 11 contains 81073 members 
Mstep: Class 12 contains 24182 members 
Mstep: Class 13 contains 10271 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 46580 members 
Mstep: Class 16 contains 3145 members 
Mstep: Class 17 contains 6697 members 
Mstep: Class 18 contains 206893 members 
Mstep: Class 19 contains 18392 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 5784 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28552 members 
Mstep: Class 24 contains 4847 members 
Mstep: Class 25 contains 6141 members 
Mstep: Class 26 contains 18205 members 
Mstep: Class 27 contains 13949 members 
Mstep: Class 28 contains 9749 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 8256 members 
Mstep: Class 31 contains 706 members 
Mstep: Class 32 contains 4983 members 
Mstep: Class 33 contains 12863 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7679 members 
Mstep: Class 36 contains 6932 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3584 members 
Mstep: Class 39 contains 2246 members 
Mstep: Class 40 contains 2631 members 
Mstep: Class 41 contains 12612 members 
Mstep: Class 42 contains 4555 members 
Mstep: Class 43 contains 3474 members 
Mstep: Class 44 contains 4922 members 
Mstep: Class 45 contains 2231 members 
Mstep: Class 46 contains 4808 members 
Mstep: Class 47 contains 363643 members 
Mstep: Class 48 contains 8585 members 
Mstep: Class 49 contains 608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295368.000000 Penalty: 172113.140625
Iteration 208Q: 50 clusters Score -1.022954e+08 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7351 members 
Mstep: Class 3 contains 1523 members 
Mstep: Class 4 contains 130323 members 
Mstep: Class 5 contains 27248 members 
Mstep: Class 6 contains 54508 members 
Mstep: Class 7 contains 27145 members 
Mstep: Class 8 contains 3301 members 
Mstep: Class 9 contains 202655 members 
Mstep: Class 10 contains 9422 members 
Mstep: Class 11 contains 81084 members 
Mstep: Class 12 contains 24191 members 
Mstep: Class 13 contains 10223 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 46573 members 
Mstep: Class 16 contains 3144 members 
Mstep: Class 17 contains 6700 members 
Mstep: Class 18 contains 206890 members 
Mstep: Class 19 contains 18720 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 5771 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28553 members 
Mstep: Class 24 contains 4849 members 
Mstep: Class 25 contains 6096 members 
Mstep: Class 26 contains 18206 members 
Mstep: Class 27 contains 13948 members 
Mstep: Class 28 contains 9801 members 
Mstep: Class 29 contains 1393 members 
Mstep: Class 30 contains 8260 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 4984 members 
Mstep: Class 33 contains 12871 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7657 members 
Mstep: Class 36 contains 6961 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3583 members 
Mstep: Class 39 contains 2246 members 
Mstep: Class 40 contains 2631 members 
Mstep: Class 41 contains 12629 members 
Mstep: Class 42 contains 4555 members 
Mstep: Class 43 contains 3464 members 
Mstep: Class 44 contains 4926 members 
Mstep: Class 45 contains 2251 members 
Mstep: Class 46 contains 4818 members 
Mstep: Class 47 contains 363122 members 
Mstep: Class 48 contains 8650 members 
Mstep: Class 49 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295416.000000 Penalty: 172113.140625
Iteration 209Q: 50 clusters Score -1.022954e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7351 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 130306 members 
Mstep: Class 5 contains 27211 members 
Mstep: Class 6 contains 54516 members 
Mstep: Class 7 contains 27133 members 
Mstep: Class 8 contains 3300 members 
Mstep: Class 9 contains 202828 members 
Mstep: Class 10 contains 9413 members 
Mstep: Class 11 contains 81086 members 
Mstep: Class 12 contains 24200 members 
Mstep: Class 13 contains 10188 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 46568 members 
Mstep: Class 16 contains 3144 members 
Mstep: Class 17 contains 6705 members 
Mstep: Class 18 contains 206891 members 
Mstep: Class 19 contains 19039 members 
Mstep: Class 20 contains 2102 members 
Mstep: Class 21 contains 5764 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28555 members 
Mstep: Class 24 contains 4848 members 
Mstep: Class 25 contains 6040 members 
Mstep: Class 26 contains 18204 members 
Mstep: Class 27 contains 13941 members 
Mstep: Class 28 contains 9833 members 
Mstep: Class 29 contains 1395 members 
Mstep: Class 30 contains 8265 members 
Mstep: Class 31 contains 690 members 
Mstep: Class 32 contains 4986 members 
Mstep: Class 33 contains 12877 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7635 members 
Mstep: Class 36 contains 6986 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3583 members 
Mstep: Class 39 contains 2247 members 
Mstep: Class 40 contains 2632 members 
Mstep: Class 41 contains 12643 members 
Mstep: Class 42 contains 4551 members 
Mstep: Class 43 contains 3460 members 
Mstep: Class 44 contains 4927 members 
Mstep: Class 45 contains 2265 members 
Mstep: Class 46 contains 4820 members 
Mstep: Class 47 contains 362639 members 
Mstep: Class 48 contains 8735 members 
Mstep: Class 49 contains 615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295448.000000 Penalty: 172113.140625
Iteration 210Q: 50 clusters Score -1.022954e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7352 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 130301 members 
Mstep: Class 5 contains 27176 members 
Mstep: Class 6 contains 54522 members 
Mstep: Class 7 contains 27127 members 
Mstep: Class 8 contains 3303 members 
Mstep: Class 9 contains 203001 members 
Mstep: Class 10 contains 9410 members 
Mstep: Class 11 contains 81086 members 
Mstep: Class 12 contains 24207 members 
Mstep: Class 13 contains 10157 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 46566 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 6709 members 
Mstep: Class 18 contains 206887 members 
Mstep: Class 19 contains 19293 members 
Mstep: Class 20 contains 2102 members 
Mstep: Class 21 contains 5764 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28557 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 5972 members 
Mstep: Class 26 contains 18205 members 
Mstep: Class 27 contains 13936 members 
Mstep: Class 28 contains 9864 members 
Mstep: Class 29 contains 1396 members 
Mstep: Class 30 contains 8270 members 
Mstep: Class 31 contains 684 members 
Mstep: Class 32 contains 4986 members 
Mstep: Class 33 contains 12886 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7618 members 
Mstep: Class 36 contains 7011 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3583 members 
Mstep: Class 39 contains 2247 members 
Mstep: Class 40 contains 2632 members 
Mstep: Class 41 contains 12646 members 
Mstep: Class 42 contains 4550 members 
Mstep: Class 43 contains 3441 members 
Mstep: Class 44 contains 4934 members 
Mstep: Class 45 contains 2281 members 
Mstep: Class 46 contains 4819 members 
Mstep: Class 47 contains 362200 members 
Mstep: Class 48 contains 8826 members 
Mstep: Class 49 contains 616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295696.000000 Penalty: 172113.140625
Iteration 211Q: 50 clusters Score -1.022957e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7353 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 130296 members 
Mstep: Class 5 contains 27140 members 
Mstep: Class 6 contains 54525 members 
Mstep: Class 7 contains 27111 members 
Mstep: Class 8 contains 3302 members 
Mstep: Class 9 contains 203129 members 
Mstep: Class 10 contains 9402 members 
Mstep: Class 11 contains 81109 members 
Mstep: Class 12 contains 24210 members 
Mstep: Class 13 contains 10137 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 46569 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 6715 members 
Mstep: Class 18 contains 206886 members 
Mstep: Class 19 contains 19553 members 
Mstep: Class 20 contains 2102 members 
Mstep: Class 21 contains 5758 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28556 members 
Mstep: Class 24 contains 4853 members 
Mstep: Class 25 contains 5897 members 
Mstep: Class 26 contains 18205 members 
Mstep: Class 27 contains 13934 members 
Mstep: Class 28 contains 9889 members 
Mstep: Class 29 contains 1401 members 
Mstep: Class 30 contains 8276 members 
Mstep: Class 31 contains 680 members 
Mstep: Class 32 contains 4987 members 
Mstep: Class 33 contains 12887 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7612 members 
Mstep: Class 36 contains 7041 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3582 members 
Mstep: Class 39 contains 2249 members 
Mstep: Class 40 contains 2633 members 
Mstep: Class 41 contains 12653 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3432 members 
Mstep: Class 44 contains 4936 members 
Mstep: Class 45 contains 2290 members 
Mstep: Class 46 contains 4823 members 
Mstep: Class 47 contains 361772 members 
Mstep: Class 48 contains 8924 members 
Mstep: Class 49 contains 616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295936.000000 Penalty: 172113.140625
Iteration 212Q: 50 clusters Score -1.022959e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7352 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 130297 members 
Mstep: Class 5 contains 27116 members 
Mstep: Class 6 contains 54526 members 
Mstep: Class 7 contains 27102 members 
Mstep: Class 8 contains 3304 members 
Mstep: Class 9 contains 203263 members 
Mstep: Class 10 contains 9400 members 
Mstep: Class 11 contains 81119 members 
Mstep: Class 12 contains 24218 members 
Mstep: Class 13 contains 10118 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 46560 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6720 members 
Mstep: Class 18 contains 206885 members 
Mstep: Class 19 contains 19807 members 
Mstep: Class 20 contains 2102 members 
Mstep: Class 21 contains 5750 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28550 members 
Mstep: Class 24 contains 4850 members 
Mstep: Class 25 contains 5821 members 
Mstep: Class 26 contains 18206 members 
Mstep: Class 27 contains 13934 members 
Mstep: Class 28 contains 9918 members 
Mstep: Class 29 contains 1405 members 
Mstep: Class 30 contains 8279 members 
Mstep: Class 31 contains 674 members 
Mstep: Class 32 contains 4988 members 
Mstep: Class 33 contains 12890 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7604 members 
Mstep: Class 36 contains 7069 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3583 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 12661 members 
Mstep: Class 42 contains 4547 members 
Mstep: Class 43 contains 3429 members 
Mstep: Class 44 contains 4926 members 
Mstep: Class 45 contains 2295 members 
Mstep: Class 46 contains 4824 members 
Mstep: Class 47 contains 361355 members 
Mstep: Class 48 contains 9026 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296040.000000 Penalty: 172113.140625
Iteration 213Q: 50 clusters Score -1.02296e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7354 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 130296 members 
Mstep: Class 5 contains 27081 members 
Mstep: Class 6 contains 54535 members 
Mstep: Class 7 contains 27102 members 
Mstep: Class 8 contains 3305 members 
Mstep: Class 9 contains 203417 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 81130 members 
Mstep: Class 12 contains 24224 members 
Mstep: Class 13 contains 10107 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 46552 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6723 members 
Mstep: Class 18 contains 206885 members 
Mstep: Class 19 contains 20035 members 
Mstep: Class 20 contains 2102 members 
Mstep: Class 21 contains 5744 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28547 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 5718 members 
Mstep: Class 26 contains 18207 members 
Mstep: Class 27 contains 13933 members 
Mstep: Class 28 contains 9944 members 
Mstep: Class 29 contains 1406 members 
Mstep: Class 30 contains 8284 members 
Mstep: Class 31 contains 673 members 
Mstep: Class 32 contains 4988 members 
Mstep: Class 33 contains 12892 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7598 members 
Mstep: Class 36 contains 7087 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3583 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 12661 members 
Mstep: Class 42 contains 4547 members 
Mstep: Class 43 contains 3429 members 
Mstep: Class 44 contains 4921 members 
Mstep: Class 45 contains 2296 members 
Mstep: Class 46 contains 4827 members 
Mstep: Class 47 contains 360963 members 
Mstep: Class 48 contains 9129 members 
Mstep: Class 49 contains 616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296320.000000 Penalty: 172113.140625
Iteration 214Q: 50 clusters Score -1.022963e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7354 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 130300 members 
Mstep: Class 5 contains 27046 members 
Mstep: Class 6 contains 54538 members 
Mstep: Class 7 contains 27081 members 
Mstep: Class 8 contains 3305 members 
Mstep: Class 9 contains 203546 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 81143 members 
Mstep: Class 12 contains 24229 members 
Mstep: Class 13 contains 10106 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 46546 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 206884 members 
Mstep: Class 19 contains 20249 members 
Mstep: Class 20 contains 2102 members 
Mstep: Class 21 contains 5736 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28543 members 
Mstep: Class 24 contains 4850 members 
Mstep: Class 25 contains 5611 members 
Mstep: Class 26 contains 18207 members 
Mstep: Class 27 contains 13932 members 
Mstep: Class 28 contains 9966 members 
Mstep: Class 29 contains 1409 members 
Mstep: Class 30 contains 8288 members 
Mstep: Class 31 contains 671 members 
Mstep: Class 32 contains 4989 members 
Mstep: Class 33 contains 12893 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7587 members 
Mstep: Class 36 contains 7112 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3583 members 
Mstep: Class 39 contains 2251 members 
Mstep: Class 40 contains 2635 members 
Mstep: Class 41 contains 12661 members 
Mstep: Class 42 contains 4550 members 
Mstep: Class 43 contains 3427 members 
Mstep: Class 44 contains 4927 members 
Mstep: Class 45 contains 2296 members 
Mstep: Class 46 contains 4827 members 
Mstep: Class 47 contains 360622 members 
Mstep: Class 48 contains 9234 members 
Mstep: Class 49 contains 616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296344.000000 Penalty: 172113.140625
Iteration 215Q: 50 clusters Score -1.022963e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7354 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 130302 members 
Mstep: Class 5 contains 27021 members 
Mstep: Class 6 contains 54537 members 
Mstep: Class 7 contains 27074 members 
Mstep: Class 8 contains 3304 members 
Mstep: Class 9 contains 203632 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 81151 members 
Mstep: Class 12 contains 24234 members 
Mstep: Class 13 contains 10102 members 
Mstep: Class 14 contains 2492 members 
Mstep: Class 15 contains 46549 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 206882 members 
Mstep: Class 19 contains 20467 members 
Mstep: Class 20 contains 2102 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28546 members 
Mstep: Class 24 contains 4848 members 
Mstep: Class 25 contains 5501 members 
Mstep: Class 26 contains 18208 members 
Mstep: Class 27 contains 13933 members 
Mstep: Class 28 contains 9982 members 
Mstep: Class 29 contains 1410 members 
Mstep: Class 30 contains 8288 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 4989 members 
Mstep: Class 33 contains 12894 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7584 members 
Mstep: Class 36 contains 7133 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3584 members 
Mstep: Class 39 contains 2252 members 
Mstep: Class 40 contains 2636 members 
Mstep: Class 41 contains 12667 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3432 members 
Mstep: Class 44 contains 4924 members 
Mstep: Class 45 contains 2297 members 
Mstep: Class 46 contains 4828 members 
Mstep: Class 47 contains 360286 members 
Mstep: Class 48 contains 9348 members 
Mstep: Class 49 contains 616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296640.000000 Penalty: 172113.140625
Iteration 216Q: 50 clusters Score -1.022966e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7355 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 130309 members 
Mstep: Class 5 contains 26977 members 
Mstep: Class 6 contains 54545 members 
Mstep: Class 7 contains 27074 members 
Mstep: Class 8 contains 3300 members 
Mstep: Class 9 contains 203725 members 
Mstep: Class 10 contains 9396 members 
Mstep: Class 11 contains 81167 members 
Mstep: Class 12 contains 24239 members 
Mstep: Class 13 contains 10092 members 
Mstep: Class 14 contains 2489 members 
Mstep: Class 15 contains 46547 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6723 members 
Mstep: Class 18 contains 206884 members 
Mstep: Class 19 contains 20654 members 
Mstep: Class 20 contains 2102 members 
Mstep: Class 21 contains 5727 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28546 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 5415 members 
Mstep: Class 26 contains 18209 members 
Mstep: Class 27 contains 13932 members 
Mstep: Class 28 contains 9988 members 
Mstep: Class 29 contains 1413 members 
Mstep: Class 30 contains 8292 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 4990 members 
Mstep: Class 33 contains 12895 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7581 members 
Mstep: Class 36 contains 7150 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3584 members 
Mstep: Class 39 contains 2252 members 
Mstep: Class 40 contains 2637 members 
Mstep: Class 41 contains 12669 members 
Mstep: Class 42 contains 4546 members 
Mstep: Class 43 contains 3433 members 
Mstep: Class 44 contains 4924 members 
Mstep: Class 45 contains 2297 members 
Mstep: Class 46 contains 4827 members 
Mstep: Class 47 contains 360002 members 
Mstep: Class 48 contains 9441 members 
Mstep: Class 49 contains 616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296560.000000 Penalty: 172113.140625
Iteration 217Q: 50 clusters Score -1.022966e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7354 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 130314 members 
Mstep: Class 5 contains 26951 members 
Mstep: Class 6 contains 54547 members 
Mstep: Class 7 contains 27077 members 
Mstep: Class 8 contains 3302 members 
Mstep: Class 9 contains 203829 members 
Mstep: Class 10 contains 9393 members 
Mstep: Class 11 contains 81183 members 
Mstep: Class 12 contains 24242 members 
Mstep: Class 13 contains 10072 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 46549 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 206885 members 
Mstep: Class 19 contains 20829 members 
Mstep: Class 20 contains 2102 members 
Mstep: Class 21 contains 5731 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28546 members 
Mstep: Class 24 contains 4852 members 
Mstep: Class 25 contains 5354 members 
Mstep: Class 26 contains 18208 members 
Mstep: Class 27 contains 13933 members 
Mstep: Class 28 contains 9990 members 
Mstep: Class 29 contains 1415 members 
Mstep: Class 30 contains 8292 members 
Mstep: Class 31 contains 669 members 
Mstep: Class 32 contains 4991 members 
Mstep: Class 33 contains 12904 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7574 members 
Mstep: Class 36 contains 7162 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3584 members 
Mstep: Class 39 contains 2252 members 
Mstep: Class 40 contains 2637 members 
Mstep: Class 41 contains 12670 members 
Mstep: Class 42 contains 4547 members 
Mstep: Class 43 contains 3431 members 
Mstep: Class 44 contains 4916 members 
Mstep: Class 45 contains 2298 members 
Mstep: Class 46 contains 4830 members 
Mstep: Class 47 contains 359719 members 
Mstep: Class 48 contains 9500 members 
Mstep: Class 49 contains 616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296592.000000 Penalty: 172113.140625
Iteration 218Q: 50 clusters Score -1.022966e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7354 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 130312 members 
Mstep: Class 5 contains 26924 members 
Mstep: Class 6 contains 54546 members 
Mstep: Class 7 contains 27078 members 
Mstep: Class 8 contains 3300 members 
Mstep: Class 9 contains 203908 members 
Mstep: Class 10 contains 9392 members 
Mstep: Class 11 contains 81188 members 
Mstep: Class 12 contains 24251 members 
Mstep: Class 13 contains 10072 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 46546 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 206885 members 
Mstep: Class 19 contains 21009 members 
Mstep: Class 20 contains 2102 members 
Mstep: Class 21 contains 5732 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28549 members 
Mstep: Class 24 contains 4855 members 
Mstep: Class 25 contains 5307 members 
Mstep: Class 26 contains 18205 members 
Mstep: Class 27 contains 13932 members 
Mstep: Class 28 contains 9993 members 
Mstep: Class 29 contains 1418 members 
Mstep: Class 30 contains 8294 members 
Mstep: Class 31 contains 666 members 
Mstep: Class 32 contains 4990 members 
Mstep: Class 33 contains 12907 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7571 members 
Mstep: Class 36 contains 7175 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3584 members 
Mstep: Class 39 contains 2252 members 
Mstep: Class 40 contains 2637 members 
Mstep: Class 41 contains 12672 members 
Mstep: Class 42 contains 4547 members 
Mstep: Class 43 contains 3429 members 
Mstep: Class 44 contains 4907 members 
Mstep: Class 45 contains 2302 members 
Mstep: Class 46 contains 4833 members 
Mstep: Class 47 contains 359454 members 
Mstep: Class 48 contains 9557 members 
Mstep: Class 49 contains 616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296944.000000 Penalty: 172113.140625
Iteration 219Q: 50 clusters Score -1.022969e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7353 members 
Mstep: Class 3 contains 1523 members 
Mstep: Class 4 contains 130325 members 
Mstep: Class 5 contains 26897 members 
Mstep: Class 6 contains 54552 members 
Mstep: Class 7 contains 27081 members 
Mstep: Class 8 contains 3299 members 
Mstep: Class 9 contains 203985 members 
Mstep: Class 10 contains 9392 members 
Mstep: Class 11 contains 81201 members 
Mstep: Class 12 contains 24251 members 
Mstep: Class 13 contains 10076 members 
Mstep: Class 14 contains 2489 members 
Mstep: Class 15 contains 46553 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 206885 members 
Mstep: Class 19 contains 21167 members 
Mstep: Class 20 contains 2102 members 
Mstep: Class 21 contains 5727 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28548 members 
Mstep: Class 24 contains 4856 members 
Mstep: Class 25 contains 5269 members 
Mstep: Class 26 contains 18205 members 
Mstep: Class 27 contains 13931 members 
Mstep: Class 28 contains 9996 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 8298 members 
Mstep: Class 31 contains 666 members 
Mstep: Class 32 contains 4989 members 
Mstep: Class 33 contains 12912 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7568 members 
Mstep: Class 36 contains 7184 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3584 members 
Mstep: Class 39 contains 2252 members 
Mstep: Class 40 contains 2637 members 
Mstep: Class 41 contains 12675 members 
Mstep: Class 42 contains 4546 members 
Mstep: Class 43 contains 3432 members 
Mstep: Class 44 contains 4895 members 
Mstep: Class 45 contains 2303 members 
Mstep: Class 46 contains 4835 members 
Mstep: Class 47 contains 359194 members 
Mstep: Class 48 contains 9597 members 
Mstep: Class 49 contains 616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296712.000000 Penalty: 172113.140625
Iteration 220F: 50 clusters Score -1.022967e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7353 members 
Mstep: Class 3 contains 1523 members 
Mstep: Class 4 contains 130341 members 
Mstep: Class 5 contains 26866 members 
Mstep: Class 6 contains 54554 members 
Mstep: Class 7 contains 27080 members 
Mstep: Class 8 contains 3301 members 
Mstep: Class 9 contains 204060 members 
Mstep: Class 10 contains 9389 members 
Mstep: Class 11 contains 81210 members 
Mstep: Class 12 contains 24255 members 
Mstep: Class 13 contains 10079 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 46560 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 206885 members 
Mstep: Class 19 contains 21330 members 
Mstep: Class 20 contains 2102 members 
Mstep: Class 21 contains 5723 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28550 members 
Mstep: Class 24 contains 4856 members 
Mstep: Class 25 contains 5236 members 
Mstep: Class 26 contains 18205 members 
Mstep: Class 27 contains 13932 members 
Mstep: Class 28 contains 9998 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 8302 members 
Mstep: Class 31 contains 665 members 
Mstep: Class 32 contains 4989 members 
Mstep: Class 33 contains 12917 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7566 members 
Mstep: Class 36 contains 7191 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3584 members 
Mstep: Class 39 contains 2252 members 
Mstep: Class 40 contains 2637 members 
Mstep: Class 41 contains 12681 members 
Mstep: Class 42 contains 4545 members 
Mstep: Class 43 contains 3431 members 
Mstep: Class 44 contains 4882 members 
Mstep: Class 45 contains 2306 members 
Mstep: Class 46 contains 4837 members 
Mstep: Class 47 contains 358939 members 
Mstep: Class 48 contains 9631 members 
Mstep: Class 49 contains 616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296872.000000 Penalty: 172113.140625
Iteration 221Q: 50 clusters Score -1.022969e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7353 members 
Mstep: Class 3 contains 1523 members 
Mstep: Class 4 contains 130348 members 
Mstep: Class 5 contains 26851 members 
Mstep: Class 6 contains 54549 members 
Mstep: Class 7 contains 27080 members 
Mstep: Class 8 contains 3291 members 
Mstep: Class 9 contains 204125 members 
Mstep: Class 10 contains 9388 members 
Mstep: Class 11 contains 81218 members 
Mstep: Class 12 contains 24256 members 
Mstep: Class 13 contains 10084 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 46569 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 206884 members 
Mstep: Class 19 contains 21487 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 5717 members 
Mstep: Class 22 contains 1274 members 
Mstep: Class 23 contains 28551 members 
Mstep: Class 24 contains 4856 members 
Mstep: Class 25 contains 5207 members 
Mstep: Class 26 contains 18205 members 
Mstep: Class 27 contains 13932 members 
Mstep: Class 28 contains 10002 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8305 members 
Mstep: Class 31 contains 664 members 
Mstep: Class 32 contains 4990 members 
Mstep: Class 33 contains 12920 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7565 members 
Mstep: Class 36 contains 7197 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3584 members 
Mstep: Class 39 contains 2252 members 
Mstep: Class 40 contains 2637 members 
Mstep: Class 41 contains 12684 members 
Mstep: Class 42 contains 4547 members 
Mstep: Class 43 contains 3432 members 
Mstep: Class 44 contains 4865 members 
Mstep: Class 45 contains 2309 members 
Mstep: Class 46 contains 4837 members 
Mstep: Class 47 contains 358697 members 
Mstep: Class 48 contains 9678 members 
Mstep: Class 49 contains 616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296896.000000 Penalty: 172113.140625
Iteration 222Q: 50 clusters Score -1.022969e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7353 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130349 members 
Mstep: Class 5 contains 26833 members 
Mstep: Class 6 contains 54539 members 
Mstep: Class 7 contains 27093 members 
Mstep: Class 8 contains 3283 members 
Mstep: Class 9 contains 204196 members 
Mstep: Class 10 contains 9388 members 
Mstep: Class 11 contains 81233 members 
Mstep: Class 12 contains 24259 members 
Mstep: Class 13 contains 10081 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 46569 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 206886 members 
Mstep: Class 19 contains 21615 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 5716 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28556 members 
Mstep: Class 24 contains 4856 members 
Mstep: Class 25 contains 5184 members 
Mstep: Class 26 contains 18202 members 
Mstep: Class 27 contains 13932 members 
Mstep: Class 28 contains 10005 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8304 members 
Mstep: Class 31 contains 664 members 
Mstep: Class 32 contains 4990 members 
Mstep: Class 33 contains 12924 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7564 members 
Mstep: Class 36 contains 7199 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3585 members 
Mstep: Class 39 contains 2252 members 
Mstep: Class 40 contains 2637 members 
Mstep: Class 41 contains 12685 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3430 members 
Mstep: Class 44 contains 4847 members 
Mstep: Class 45 contains 2311 members 
Mstep: Class 46 contains 4838 members 
Mstep: Class 47 contains 358493 members 
Mstep: Class 48 contains 9718 members 
Mstep: Class 49 contains 616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296952.000000 Penalty: 172113.140625
Iteration 223Q: 50 clusters Score -1.02297e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7353 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130351 members 
Mstep: Class 5 contains 26818 members 
Mstep: Class 6 contains 54536 members 
Mstep: Class 7 contains 27102 members 
Mstep: Class 8 contains 3276 members 
Mstep: Class 9 contains 204265 members 
Mstep: Class 10 contains 9390 members 
Mstep: Class 11 contains 81239 members 
Mstep: Class 12 contains 24260 members 
Mstep: Class 13 contains 10081 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 46569 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 206884 members 
Mstep: Class 19 contains 21737 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 5716 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28558 members 
Mstep: Class 24 contains 4856 members 
Mstep: Class 25 contains 5163 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 13931 members 
Mstep: Class 28 contains 10008 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8307 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4990 members 
Mstep: Class 33 contains 12928 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7563 members 
Mstep: Class 36 contains 7203 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3586 members 
Mstep: Class 39 contains 2252 members 
Mstep: Class 40 contains 2637 members 
Mstep: Class 41 contains 12688 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3431 members 
Mstep: Class 44 contains 4833 members 
Mstep: Class 45 contains 2315 members 
Mstep: Class 46 contains 4839 members 
Mstep: Class 47 contains 358294 members 
Mstep: Class 48 contains 9744 members 
Mstep: Class 49 contains 616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297048.000000 Penalty: 172113.140625
Iteration 224Q: 50 clusters Score -1.02297e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7353 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130352 members 
Mstep: Class 5 contains 26813 members 
Mstep: Class 6 contains 54532 members 
Mstep: Class 7 contains 27102 members 
Mstep: Class 8 contains 3272 members 
Mstep: Class 9 contains 204312 members 
Mstep: Class 10 contains 9390 members 
Mstep: Class 11 contains 81255 members 
Mstep: Class 12 contains 24267 members 
Mstep: Class 13 contains 10086 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 46561 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 206881 members 
Mstep: Class 19 contains 21858 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 5715 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28557 members 
Mstep: Class 24 contains 4854 members 
Mstep: Class 25 contains 5148 members 
Mstep: Class 26 contains 18204 members 
Mstep: Class 27 contains 13929 members 
Mstep: Class 28 contains 10013 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8309 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4990 members 
Mstep: Class 33 contains 12929 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7563 members 
Mstep: Class 36 contains 7208 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3586 members 
Mstep: Class 39 contains 2252 members 
Mstep: Class 40 contains 2637 members 
Mstep: Class 41 contains 12693 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3432 members 
Mstep: Class 44 contains 4819 members 
Mstep: Class 45 contains 2315 members 
Mstep: Class 46 contains 4844 members 
Mstep: Class 47 contains 358117 members 
Mstep: Class 48 contains 9758 members 
Mstep: Class 49 contains 616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297016.000000 Penalty: 172113.140625
Iteration 225Q: 50 clusters Score -1.02297e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7353 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130351 members 
Mstep: Class 5 contains 26800 members 
Mstep: Class 6 contains 54530 members 
Mstep: Class 7 contains 27104 members 
Mstep: Class 8 contains 3270 members 
Mstep: Class 9 contains 204360 members 
Mstep: Class 10 contains 9392 members 
Mstep: Class 11 contains 81261 members 
Mstep: Class 12 contains 24276 members 
Mstep: Class 13 contains 10086 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 46556 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 206880 members 
Mstep: Class 19 contains 21985 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 5714 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28558 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 5134 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 13927 members 
Mstep: Class 28 contains 10019 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8310 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4990 members 
Mstep: Class 33 contains 12930 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7563 members 
Mstep: Class 36 contains 7209 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3587 members 
Mstep: Class 39 contains 2252 members 
Mstep: Class 40 contains 2637 members 
Mstep: Class 41 contains 12693 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3431 members 
Mstep: Class 44 contains 4804 members 
Mstep: Class 45 contains 2316 members 
Mstep: Class 46 contains 4845 members 
Mstep: Class 47 contains 357953 members 
Mstep: Class 48 contains 9776 members 
Mstep: Class 49 contains 616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296992.000000 Penalty: 172113.140625
Iteration 226Q: 50 clusters Score -1.02297e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7352 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130351 members 
Mstep: Class 5 contains 26784 members 
Mstep: Class 6 contains 54529 members 
Mstep: Class 7 contains 27111 members 
Mstep: Class 8 contains 3270 members 
Mstep: Class 9 contains 204418 members 
Mstep: Class 10 contains 9392 members 
Mstep: Class 11 contains 81259 members 
Mstep: Class 12 contains 24285 members 
Mstep: Class 13 contains 10088 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 46547 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 206880 members 
Mstep: Class 19 contains 22115 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 5715 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28556 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 5117 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 13924 members 
Mstep: Class 28 contains 10015 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8309 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4990 members 
Mstep: Class 33 contains 12933 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7563 members 
Mstep: Class 36 contains 7211 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3587 members 
Mstep: Class 39 contains 2252 members 
Mstep: Class 40 contains 2637 members 
Mstep: Class 41 contains 12690 members 
Mstep: Class 42 contains 4547 members 
Mstep: Class 43 contains 3430 members 
Mstep: Class 44 contains 4789 members 
Mstep: Class 45 contains 2315 members 
Mstep: Class 46 contains 4847 members 
Mstep: Class 47 contains 357794 members 
Mstep: Class 48 contains 9798 members 
Mstep: Class 49 contains 616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297000.000000 Penalty: 172113.140625
Iteration 227Q: 50 clusters Score -1.02297e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7352 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130356 members 
Mstep: Class 5 contains 26760 members 
Mstep: Class 6 contains 54526 members 
Mstep: Class 7 contains 27108 members 
Mstep: Class 8 contains 3270 members 
Mstep: Class 9 contains 204470 members 
Mstep: Class 10 contains 9392 members 
Mstep: Class 11 contains 81264 members 
Mstep: Class 12 contains 24294 members 
Mstep: Class 13 contains 10100 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 46547 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6722 members 
Mstep: Class 18 contains 206879 members 
Mstep: Class 19 contains 22237 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 5713 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28553 members 
Mstep: Class 24 contains 4849 members 
Mstep: Class 25 contains 5095 members 
Mstep: Class 26 contains 18202 members 
Mstep: Class 27 contains 13923 members 
Mstep: Class 28 contains 10013 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8310 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4990 members 
Mstep: Class 33 contains 12937 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7561 members 
Mstep: Class 36 contains 7212 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3587 members 
Mstep: Class 39 contains 2251 members 
Mstep: Class 40 contains 2637 members 
Mstep: Class 41 contains 12692 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3426 members 
Mstep: Class 44 contains 4774 members 
Mstep: Class 45 contains 2315 members 
Mstep: Class 46 contains 4847 members 
Mstep: Class 47 contains 357643 members 
Mstep: Class 48 contains 9820 members 
Mstep: Class 49 contains 616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297056.000000 Penalty: 172113.140625
Iteration 228Q: 50 clusters Score -1.022971e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7352 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130355 members 
Mstep: Class 5 contains 26737 members 
Mstep: Class 6 contains 54523 members 
Mstep: Class 7 contains 27116 members 
Mstep: Class 8 contains 3270 members 
Mstep: Class 9 contains 204508 members 
Mstep: Class 10 contains 9392 members 
Mstep: Class 11 contains 81263 members 
Mstep: Class 12 contains 24302 members 
Mstep: Class 13 contains 10104 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 46549 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6723 members 
Mstep: Class 18 contains 206878 members 
Mstep: Class 19 contains 22363 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 5712 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28554 members 
Mstep: Class 24 contains 4849 members 
Mstep: Class 25 contains 5073 members 
Mstep: Class 26 contains 18202 members 
Mstep: Class 27 contains 13922 members 
Mstep: Class 28 contains 10015 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8310 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4988 members 
Mstep: Class 33 contains 12939 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7561 members 
Mstep: Class 36 contains 7214 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3587 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 2637 members 
Mstep: Class 41 contains 12693 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3423 members 
Mstep: Class 44 contains 4757 members 
Mstep: Class 45 contains 2316 members 
Mstep: Class 46 contains 4846 members 
Mstep: Class 47 contains 357491 members 
Mstep: Class 48 contains 9854 members 
Mstep: Class 49 contains 616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297200.000000 Penalty: 172113.140625
Iteration 229Q: 50 clusters Score -1.022972e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7352 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130357 members 
Mstep: Class 5 contains 26709 members 
Mstep: Class 6 contains 54525 members 
Mstep: Class 7 contains 27120 members 
Mstep: Class 8 contains 3267 members 
Mstep: Class 9 contains 204551 members 
Mstep: Class 10 contains 9388 members 
Mstep: Class 11 contains 81268 members 
Mstep: Class 12 contains 24307 members 
Mstep: Class 13 contains 10114 members 
Mstep: Class 14 contains 2489 members 
Mstep: Class 15 contains 46548 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 206877 members 
Mstep: Class 19 contains 22491 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 5710 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28554 members 
Mstep: Class 24 contains 4849 members 
Mstep: Class 25 contains 5058 members 
Mstep: Class 26 contains 18201 members 
Mstep: Class 27 contains 13922 members 
Mstep: Class 28 contains 10021 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8311 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4989 members 
Mstep: Class 33 contains 12943 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7561 members 
Mstep: Class 36 contains 7212 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3587 members 
Mstep: Class 39 contains 2249 members 
Mstep: Class 40 contains 2637 members 
Mstep: Class 41 contains 12691 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3423 members 
Mstep: Class 44 contains 4746 members 
Mstep: Class 45 contains 2316 members 
Mstep: Class 46 contains 4847 members 
Mstep: Class 47 contains 357337 members 
Mstep: Class 48 contains 9867 members 
Mstep: Class 49 contains 616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297352.000000 Penalty: 172113.140625
Iteration 230Q: 50 clusters Score -1.022974e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7352 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130352 members 
Mstep: Class 5 contains 26687 members 
Mstep: Class 6 contains 54531 members 
Mstep: Class 7 contains 27124 members 
Mstep: Class 8 contains 3263 members 
Mstep: Class 9 contains 204594 members 
Mstep: Class 10 contains 9384 members 
Mstep: Class 11 contains 81271 members 
Mstep: Class 12 contains 24310 members 
Mstep: Class 13 contains 10134 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 46555 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6725 members 
Mstep: Class 18 contains 206877 members 
Mstep: Class 19 contains 22594 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 5712 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28555 members 
Mstep: Class 24 contains 4850 members 
Mstep: Class 25 contains 5046 members 
Mstep: Class 26 contains 18200 members 
Mstep: Class 27 contains 13924 members 
Mstep: Class 28 contains 10023 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8312 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4991 members 
Mstep: Class 33 contains 12942 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7561 members 
Mstep: Class 36 contains 7217 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3587 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2637 members 
Mstep: Class 41 contains 12691 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3422 members 
Mstep: Class 44 contains 4726 members 
Mstep: Class 45 contains 2315 members 
Mstep: Class 46 contains 4848 members 
Mstep: Class 47 contains 357189 members 
Mstep: Class 48 contains 9876 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297440.000000 Penalty: 172113.140625
Iteration 231Q: 50 clusters Score -1.022974e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7352 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130349 members 
Mstep: Class 5 contains 26665 members 
Mstep: Class 6 contains 54531 members 
Mstep: Class 7 contains 27125 members 
Mstep: Class 8 contains 3262 members 
Mstep: Class 9 contains 204630 members 
Mstep: Class 10 contains 9382 members 
Mstep: Class 11 contains 81270 members 
Mstep: Class 12 contains 24313 members 
Mstep: Class 13 contains 10147 members 
Mstep: Class 14 contains 2493 members 
Mstep: Class 15 contains 46557 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6726 members 
Mstep: Class 18 contains 206878 members 
Mstep: Class 19 contains 22676 members 
Mstep: Class 20 contains 2102 members 
Mstep: Class 21 contains 5713 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28555 members 
Mstep: Class 24 contains 4850 members 
Mstep: Class 25 contains 5040 members 
Mstep: Class 26 contains 18199 members 
Mstep: Class 27 contains 13921 members 
Mstep: Class 28 contains 10030 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8312 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4992 members 
Mstep: Class 33 contains 12940 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7561 members 
Mstep: Class 36 contains 7221 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3587 members 
Mstep: Class 39 contains 2247 members 
Mstep: Class 40 contains 2637 members 
Mstep: Class 41 contains 12690 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3423 members 
Mstep: Class 44 contains 4709 members 
Mstep: Class 45 contains 2316 members 
Mstep: Class 46 contains 4850 members 
Mstep: Class 47 contains 357091 members 
Mstep: Class 48 contains 9877 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297680.000000 Penalty: 172113.140625
Iteration 232Q: 50 clusters Score -1.022977e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7352 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130350 members 
Mstep: Class 5 contains 26641 members 
Mstep: Class 6 contains 54532 members 
Mstep: Class 7 contains 27121 members 
Mstep: Class 8 contains 3260 members 
Mstep: Class 9 contains 204655 members 
Mstep: Class 10 contains 9381 members 
Mstep: Class 11 contains 81271 members 
Mstep: Class 12 contains 24318 members 
Mstep: Class 13 contains 10160 members 
Mstep: Class 14 contains 2493 members 
Mstep: Class 15 contains 46559 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6726 members 
Mstep: Class 18 contains 206879 members 
Mstep: Class 19 contains 22755 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5715 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28556 members 
Mstep: Class 24 contains 4850 members 
Mstep: Class 25 contains 5037 members 
Mstep: Class 26 contains 18199 members 
Mstep: Class 27 contains 13922 members 
Mstep: Class 28 contains 10029 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8311 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4991 members 
Mstep: Class 33 contains 12941 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7561 members 
Mstep: Class 36 contains 7224 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3588 members 
Mstep: Class 39 contains 2246 members 
Mstep: Class 40 contains 2637 members 
Mstep: Class 41 contains 12691 members 
Mstep: Class 42 contains 4547 members 
Mstep: Class 43 contains 3420 members 
Mstep: Class 44 contains 4698 members 
Mstep: Class 45 contains 2317 members 
Mstep: Class 46 contains 4854 members 
Mstep: Class 47 contains 356999 members 
Mstep: Class 48 contains 9880 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297584.000000 Penalty: 172113.140625
Iteration 233Q: 50 clusters Score -1.022976e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7352 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130356 members 
Mstep: Class 5 contains 26618 members 
Mstep: Class 6 contains 54531 members 
Mstep: Class 7 contains 27120 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 204689 members 
Mstep: Class 10 contains 9381 members 
Mstep: Class 11 contains 81269 members 
Mstep: Class 12 contains 24326 members 
Mstep: Class 13 contains 10168 members 
Mstep: Class 14 contains 2493 members 
Mstep: Class 15 contains 46564 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6726 members 
Mstep: Class 18 contains 206879 members 
Mstep: Class 19 contains 22832 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5715 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28555 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 5033 members 
Mstep: Class 26 contains 18199 members 
Mstep: Class 27 contains 13924 members 
Mstep: Class 28 contains 10031 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8313 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4992 members 
Mstep: Class 33 contains 12940 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7559 members 
Mstep: Class 36 contains 7223 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3589 members 
Mstep: Class 39 contains 2246 members 
Mstep: Class 40 contains 2637 members 
Mstep: Class 41 contains 12690 members 
Mstep: Class 42 contains 4547 members 
Mstep: Class 43 contains 3418 members 
Mstep: Class 44 contains 4690 members 
Mstep: Class 45 contains 2317 members 
Mstep: Class 46 contains 4857 members 
Mstep: Class 47 contains 356898 members 
Mstep: Class 48 contains 9880 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297672.000000 Penalty: 172113.140625
Iteration 234Q: 50 clusters Score -1.022977e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7352 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130362 members 
Mstep: Class 5 contains 26600 members 
Mstep: Class 6 contains 54527 members 
Mstep: Class 7 contains 27118 members 
Mstep: Class 8 contains 3258 members 
Mstep: Class 9 contains 204711 members 
Mstep: Class 10 contains 9383 members 
Mstep: Class 11 contains 81270 members 
Mstep: Class 12 contains 24334 members 
Mstep: Class 13 contains 10171 members 
Mstep: Class 14 contains 2493 members 
Mstep: Class 15 contains 46557 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6726 members 
Mstep: Class 18 contains 206880 members 
Mstep: Class 19 contains 22914 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5716 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28556 members 
Mstep: Class 24 contains 4852 members 
Mstep: Class 25 contains 5028 members 
Mstep: Class 26 contains 18199 members 
Mstep: Class 27 contains 13925 members 
Mstep: Class 28 contains 10034 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8312 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4991 members 
Mstep: Class 33 contains 12942 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7557 members 
Mstep: Class 36 contains 7222 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3589 members 
Mstep: Class 39 contains 2246 members 
Mstep: Class 40 contains 2637 members 
Mstep: Class 41 contains 12692 members 
Mstep: Class 42 contains 4547 members 
Mstep: Class 43 contains 3419 members 
Mstep: Class 44 contains 4686 members 
Mstep: Class 45 contains 2317 members 
Mstep: Class 46 contains 4860 members 
Mstep: Class 47 contains 356807 members 
Mstep: Class 48 contains 9876 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297752.000000 Penalty: 172113.140625
Iteration 235Q: 50 clusters Score -1.022978e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7352 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130362 members 
Mstep: Class 5 contains 26592 members 
Mstep: Class 6 contains 54525 members 
Mstep: Class 7 contains 27119 members 
Mstep: Class 8 contains 3256 members 
Mstep: Class 9 contains 204734 members 
Mstep: Class 10 contains 9383 members 
Mstep: Class 11 contains 81267 members 
Mstep: Class 12 contains 24338 members 
Mstep: Class 13 contains 10184 members 
Mstep: Class 14 contains 2493 members 
Mstep: Class 15 contains 46550 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6726 members 
Mstep: Class 18 contains 206880 members 
Mstep: Class 19 contains 22999 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5716 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28556 members 
Mstep: Class 24 contains 4853 members 
Mstep: Class 25 contains 5023 members 
Mstep: Class 26 contains 18199 members 
Mstep: Class 27 contains 13927 members 
Mstep: Class 28 contains 10034 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8312 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4991 members 
Mstep: Class 33 contains 12943 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7555 members 
Mstep: Class 36 contains 7219 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3590 members 
Mstep: Class 39 contains 2246 members 
Mstep: Class 40 contains 2638 members 
Mstep: Class 41 contains 12695 members 
Mstep: Class 42 contains 4547 members 
Mstep: Class 43 contains 3417 members 
Mstep: Class 44 contains 4682 members 
Mstep: Class 45 contains 2317 members 
Mstep: Class 46 contains 4862 members 
Mstep: Class 47 contains 356712 members 
Mstep: Class 48 contains 9873 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297736.000000 Penalty: 172113.140625
Iteration 236Q: 50 clusters Score -1.022977e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7352 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130366 members 
Mstep: Class 5 contains 26587 members 
Mstep: Class 6 contains 54521 members 
Mstep: Class 7 contains 27117 members 
Mstep: Class 8 contains 3255 members 
Mstep: Class 9 contains 204748 members 
Mstep: Class 10 contains 9384 members 
Mstep: Class 11 contains 81270 members 
Mstep: Class 12 contains 24340 members 
Mstep: Class 13 contains 10197 members 
Mstep: Class 14 contains 2493 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6728 members 
Mstep: Class 18 contains 206880 members 
Mstep: Class 19 contains 23071 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5717 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28556 members 
Mstep: Class 24 contains 4852 members 
Mstep: Class 25 contains 5018 members 
Mstep: Class 26 contains 18199 members 
Mstep: Class 27 contains 13926 members 
Mstep: Class 28 contains 10034 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8315 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4991 members 
Mstep: Class 33 contains 12943 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7554 members 
Mstep: Class 36 contains 7220 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3590 members 
Mstep: Class 39 contains 2246 members 
Mstep: Class 40 contains 2638 members 
Mstep: Class 41 contains 12695 members 
Mstep: Class 42 contains 4547 members 
Mstep: Class 43 contains 3415 members 
Mstep: Class 44 contains 4681 members 
Mstep: Class 45 contains 2317 members 
Mstep: Class 46 contains 4863 members 
Mstep: Class 47 contains 356628 members 
Mstep: Class 48 contains 9870 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297936.000000 Penalty: 172113.140625
Iteration 237Q: 50 clusters Score -1.022979e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7352 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130369 members 
Mstep: Class 5 contains 26585 members 
Mstep: Class 6 contains 54523 members 
Mstep: Class 7 contains 27116 members 
Mstep: Class 8 contains 3257 members 
Mstep: Class 9 contains 204762 members 
Mstep: Class 10 contains 9383 members 
Mstep: Class 11 contains 81274 members 
Mstep: Class 12 contains 24341 members 
Mstep: Class 13 contains 10212 members 
Mstep: Class 14 contains 2492 members 
Mstep: Class 15 contains 46536 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6729 members 
Mstep: Class 18 contains 206880 members 
Mstep: Class 19 contains 23137 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5717 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28555 members 
Mstep: Class 24 contains 4852 members 
Mstep: Class 25 contains 5017 members 
Mstep: Class 26 contains 18199 members 
Mstep: Class 27 contains 13928 members 
Mstep: Class 28 contains 10039 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8315 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4992 members 
Mstep: Class 33 contains 12943 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7550 members 
Mstep: Class 36 contains 7219 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3590 members 
Mstep: Class 39 contains 2246 members 
Mstep: Class 40 contains 2638 members 
Mstep: Class 41 contains 12697 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3412 members 
Mstep: Class 44 contains 4676 members 
Mstep: Class 45 contains 2317 members 
Mstep: Class 46 contains 4867 members 
Mstep: Class 47 contains 356538 members 
Mstep: Class 48 contains 9864 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297944.000000 Penalty: 172113.140625
Iteration 238Q: 50 clusters Score -1.022979e+08 nChanged 206
Entering ConstructFrom: 
Score: -102297944.000000 Penalty: 172113.140625
Entering ConstructFrom: 
Trying to split cluster 1 (2150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Entering Unmasked Estep 
Score: -151017.812500 Penalty: 1902.959351
	Iteration 0F: 2 clusters Score -151017.8 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 1070 members 
Entering Unmasked Estep 
Score: -148324.937500 Penalty: 3805.918701
	Iteration 0F: 3 clusters Score -148324.9 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -149176.937500 Penalty: 3805.918701
	Iteration 1F: 3 clusters Score -149176.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -149840.875000 Penalty: 3805.918701
	Iteration 2F: 3 clusters Score -149840.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -150140.812500 Penalty: 3805.918701
	Iteration 3F: 3 clusters Score -150140.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -150290.750000 Penalty: 3805.918701
	Iteration 4F: 3 clusters Score -150290.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -150387.468750 Penalty: 3805.918701
	Iteration 5Q: 3 clusters Score -150387.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -150462.328125 Penalty: 3805.918701
	Iteration 6Q: 3 clusters Score -150462.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -150518.953125 Penalty: 3805.918701
	Iteration 7Q: 3 clusters Score -150519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -150545.250000 Penalty: 3805.918701
	Iteration 8Q: 3 clusters Score -150545.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -150566.406250 Penalty: 3805.918701
	Iteration 9Q: 3 clusters Score -150566.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -150585.734375 Penalty: 3805.918701
	Iteration 10Q: 3 clusters Score -150585.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -150597.828125 Penalty: 3805.918701
	Iteration 11Q: 3 clusters Score -150597.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -150609.062500 Penalty: 3805.918701
	Iteration 12Q: 3 clusters Score -150609.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -150612.500000 Penalty: 3805.918701
	Iteration 13Q: 3 clusters Score -150612.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -150613.453125 Penalty: 3805.918701
	Iteration 14Q: 3 clusters Score -150613.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -150613.453125 Penalty: 3805.918701
	Iteration 15F: 3 clusters Score -150613.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Entering Unmasked Estep 
Score: -570892.437500 Penalty: 2207.842773
	Iteration 0F: 2 clusters Score -570892.4 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 3692 members 
Entering Unmasked Estep 
Score: -564951.937500 Penalty: 4415.685547
	Iteration 0F: 3 clusters Score -564951.9 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -566480.625000 Penalty: 4415.685547
	Iteration 1F: 3 clusters Score -566480.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -566701.500000 Penalty: 4415.685547
	Iteration 2F: 3 clusters Score -566701.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -566843.250000 Penalty: 4415.685547
	Iteration 3Q: 3 clusters Score -566843.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -566957.000000 Penalty: 4415.685547
	Iteration 4Q: 3 clusters Score -566957 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -567037.437500 Penalty: 4415.685547
	Iteration 5Q: 3 clusters Score -567037.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -567108.750000 Penalty: 4415.685547
	Iteration 6Q: 3 clusters Score -567108.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -567175.187500 Penalty: 4415.685547
	Iteration 7Q: 3 clusters Score -567175.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -567252.437500 Penalty: 4415.685547
	Iteration 8Q: 3 clusters Score -567252.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -567322.000000 Penalty: 4415.685547
	Iteration 9Q: 3 clusters Score -567322 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -567407.875000 Penalty: 4415.685547
	Iteration 10Q: 3 clusters Score -567407.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -567484.500000 Penalty: 4415.685547
	Iteration 11Q: 3 clusters Score -567484.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -567561.125000 Penalty: 4415.685547
	Iteration 12Q: 3 clusters Score -567561.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -567645.500000 Penalty: 4415.685547
	Iteration 13Q: 3 clusters Score -567645.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -567728.937500 Penalty: 4415.685547
	Iteration 14Q: 3 clusters Score -567728.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -567838.562500 Penalty: 4415.685547
	Iteration 15Q: 3 clusters Score -567838.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -567964.562500 Penalty: 4415.685547
	Iteration 16Q: 3 clusters Score -567964.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -568108.375000 Penalty: 4415.685547
	Iteration 17Q: 3 clusters Score -568108.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -568255.937500 Penalty: 4415.685547
	Iteration 18Q: 3 clusters Score -568255.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -568386.937500 Penalty: 4415.685547
	Iteration 19Q: 3 clusters Score -568386.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -568527.125000 Penalty: 4415.685547
	Iteration 20F: 3 clusters Score -568527.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -568655.187500 Penalty: 4415.685547
	Iteration 21Q: 3 clusters Score -568655.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -568780.437500 Penalty: 4415.685547
	Iteration 22Q: 3 clusters Score -568780.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -568871.375000 Penalty: 4415.685547
	Iteration 23Q: 3 clusters Score -568871.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -568935.625000 Penalty: 4415.685547
	Iteration 24Q: 3 clusters Score -568935.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -568984.250000 Penalty: 4415.685547
	Iteration 25Q: 3 clusters Score -568984.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -569017.500000 Penalty: 4415.685547
	Iteration 26Q: 3 clusters Score -569017.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -569036.750000 Penalty: 4415.685547
	Iteration 27Q: 3 clusters Score -569036.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -569057.937500 Penalty: 4415.685547
	Iteration 28Q: 3 clusters Score -569057.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -569065.937500 Penalty: 4415.685547
	Iteration 29Q: 3 clusters Score -569065.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -569074.375000 Penalty: 4415.685547
	Iteration 30Q: 3 clusters Score -569074.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -569082.875000 Penalty: 4415.685547
	Iteration 31Q: 3 clusters Score -569082.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -569083.562500 Penalty: 4415.685547
	Iteration 32Q: 3 clusters Score -569083.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -569087.562500 Penalty: 4415.685547
	Iteration 33Q: 3 clusters Score -569087.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -569089.937500 Penalty: 4415.685547
	Iteration 34Q: 3 clusters Score -569089.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -569091.687500 Penalty: 4415.685547
	Iteration 35Q: 3 clusters Score -569091.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -569092.187500 Penalty: 4415.685547
	Iteration 36Q: 3 clusters Score -569092.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -569092.062500 Penalty: 4415.685547
	Iteration 37Q: 3 clusters Score -569092.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -569093.062500 Penalty: 4415.685547
	Iteration 38Q: 3 clusters Score -569093.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -569095.437500 Penalty: 4415.685547
	Iteration 39Q: 3 clusters Score -569095.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -569094.000000 Penalty: 4415.685547
	Iteration 40F: 3 clusters Score -569094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -569095.625000 Penalty: 4415.685547
	Iteration 41Q: 3 clusters Score -569095.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -569094.437500 Penalty: 4415.685547
	Iteration 42Q: 3 clusters Score -569094.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -569094.437500 Penalty: 4415.685547
	Iteration 43F: 3 clusters Score -569094.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Entering Unmasked Estep 
Score: -106435.156250 Penalty: 1817.289673
	Iteration 0F: 2 clusters Score -106435.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -104139.218750 Penalty: 3634.579346
	Iteration 0F: 3 clusters Score -104139.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -104527.828125 Penalty: 3634.579346
	Iteration 1F: 3 clusters Score -104527.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -104672.546875 Penalty: 3634.579346
	Iteration 2F: 3 clusters Score -104672.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -104743.093750 Penalty: 3634.579346
	Iteration 3Q: 3 clusters Score -104743.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -104785.453125 Penalty: 3634.579346
	Iteration 4Q: 3 clusters Score -104785.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -104818.718750 Penalty: 3634.579346
	Iteration 5Q: 3 clusters Score -104818.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -104854.117188 Penalty: 3634.579346
	Iteration 6Q: 3 clusters Score -104854.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -104892.796875 Penalty: 3634.579346
	Iteration 7Q: 3 clusters Score -104892.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -104927.601562 Penalty: 3634.579346
	Iteration 8Q: 3 clusters Score -104927.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -104947.414062 Penalty: 3634.579346
	Iteration 9Q: 3 clusters Score -104947.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -104962.250000 Penalty: 3634.579346
	Iteration 10Q: 3 clusters Score -104962.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -104978.570312 Penalty: 3634.579346
	Iteration 11Q: 3 clusters Score -104978.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -104998.312500 Penalty: 3634.579346
	Iteration 12Q: 3 clusters Score -104998.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -105029.078125 Penalty: 3634.579346
	Iteration 13Q: 3 clusters Score -105029.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -105053.453125 Penalty: 3634.579346
	Iteration 14Q: 3 clusters Score -105053.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -105074.382812 Penalty: 3634.579346
	Iteration 15Q: 3 clusters Score -105074.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -105103.960938 Penalty: 3634.579346
	Iteration 16Q: 3 clusters Score -105104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -105141.000000 Penalty: 3634.579346
	Iteration 17Q: 3 clusters Score -105141 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -105214.468750 Penalty: 3634.579346
	Iteration 18Q: 3 clusters Score -105214.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -105427.429688 Penalty: 3634.579346
	Iteration 19Q: 3 clusters Score -105427.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -105685.796875 Penalty: 3634.579346
	Iteration 20F: 3 clusters Score -105685.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -105775.742188 Penalty: 3634.579346
	Iteration 21Q: 3 clusters Score -105775.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -105849.859375 Penalty: 3634.579346
	Iteration 22Q: 3 clusters Score -105849.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -105914.070312 Penalty: 3634.579346
	Iteration 23Q: 3 clusters Score -105914.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -105956.578125 Penalty: 3634.579346
	Iteration 24Q: 3 clusters Score -105956.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -105997.656250 Penalty: 3634.579346
	Iteration 25Q: 3 clusters Score -105997.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -106022.234375 Penalty: 3634.579346
	Iteration 26Q: 3 clusters Score -106022.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -106028.703125 Penalty: 3634.579346
	Iteration 27Q: 3 clusters Score -106028.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -106030.921875 Penalty: 3634.579346
	Iteration 28Q: 3 clusters Score -106030.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -106030.921875 Penalty: 3634.579346
	Iteration 29F: 3 clusters Score -106030.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (130373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130373 members 
Entering Unmasked Estep 
Score: -9959965.000000 Penalty: 2920.982422
	Iteration 0F: 2 clusters Score -9959965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64938 members 
Mstep: Class 2 contains 65435 members 
Entering Unmasked Estep 
Score: -9872743.000000 Penalty: 5841.964844
	Iteration 0F: 3 clusters Score -9872743 nChanged 61963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61367 members 
Mstep: Class 2 contains 69006 members 
Entering Unmasked Estep 
Score: -9908527.000000 Penalty: 5841.964844
	Iteration 1F: 3 clusters Score -9908527 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59157 members 
Mstep: Class 2 contains 71216 members 
Entering Unmasked Estep 
Score: -9909628.000000 Penalty: 5841.964844
	Iteration 2Q: 3 clusters Score -9909628 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55772 members 
Mstep: Class 2 contains 74601 members 
Entering Unmasked Estep 
Score: -9911284.000000 Penalty: 5841.964844
	Iteration 3Q: 3 clusters Score -9911284 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 79604 members 
Entering Unmasked Estep 
Score: -9913800.000000 Penalty: 5841.964844
	Iteration 4Q: 3 clusters Score -9913800 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 86881 members 
Entering Unmasked Estep 
Score: -9918203.000000 Penalty: 5841.964844
	Iteration 5F: 3 clusters Score -9918203 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 96656 members 
Entering Unmasked Estep 
Score: -9925836.000000 Penalty: 5841.964844
	Iteration 6F: 3 clusters Score -9925836 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 107829 members 
Entering Unmasked Estep 
Score: -9935979.000000 Penalty: 5841.964844
	Iteration 7F: 3 clusters Score -9935979 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 117925 members 
Entering Unmasked Estep 
Score: -9945810.000000 Penalty: 5841.964844
	Iteration 8F: 3 clusters Score -9945810 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 124617 members 
Entering Unmasked Estep 
Score: -9952358.000000 Penalty: 5841.964844
	Iteration 9F: 3 clusters Score -9952358 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 127852 members 
Entering Unmasked Estep 
Score: -9955365.000000 Penalty: 5841.964844
	Iteration 10Q: 3 clusters Score -9955365 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 129136 members 
Entering Unmasked Estep 
Score: -9956546.000000 Penalty: 5841.964844
	Iteration 11Q: 3 clusters Score -9956546 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 129612 members 
Entering Unmasked Estep 
Score: -9957005.000000 Penalty: 5841.964844
	Iteration 12Q: 3 clusters Score -9957005 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 129784 members 
Entering Unmasked Estep 
Score: -9957175.000000 Penalty: 5841.964844
	Iteration 13Q: 3 clusters Score -9957175 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 129870 members 
Entering Unmasked Estep 
Score: -9957259.000000 Penalty: 5841.964844
	Iteration 14Q: 3 clusters Score -9957259 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 129917 members 
Entering Unmasked Estep 
Score: -9957310.000000 Penalty: 5841.964844
	Iteration 15Q: 3 clusters Score -9957310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 129944 members 
Entering Unmasked Estep 
Score: -9957342.000000 Penalty: 5841.964844
	Iteration 16Q: 3 clusters Score -9957342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 129956 members 
Entering Unmasked Estep 
Score: -9957360.000000 Penalty: 5841.964844
	Iteration 17Q: 3 clusters Score -9957360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 129969 members 
Entering Unmasked Estep 
Score: -9957383.000000 Penalty: 5841.964844
	Iteration 18Q: 3 clusters Score -9957383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 129975 members 
Entering Unmasked Estep 
Score: -9957403.000000 Penalty: 5841.964844
	Iteration 19Q: 3 clusters Score -9957403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 129978 members 
Entering Unmasked Estep 
Score: -9957409.000000 Penalty: 5841.964844
	Iteration 20F: 3 clusters Score -9957409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 129977 members 
Entering Unmasked Estep 
Score: -9957414.000000 Penalty: 5841.964844
	Iteration 21Q: 3 clusters Score -9957414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 129979 members 
Entering Unmasked Estep 
Score: -9957417.000000 Penalty: 5841.964844
	Iteration 22Q: 3 clusters Score -9957417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 129980 members 
Entering Unmasked Estep 
Score: -9957413.000000 Penalty: 5841.964844
	Iteration 23Q: 3 clusters Score -9957413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 129980 members 
Entering Unmasked Estep 
Score: -9957413.000000 Penalty: 5841.964844
	Iteration 24F: 3 clusters Score -9957413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Entering Unmasked Estep 
Score: -2141071.250000 Penalty: 2526.630859
	Iteration 0F: 2 clusters Score -2141071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -2122706.750000 Penalty: 5053.261719
	Iteration 0F: 3 clusters Score -2122707 nChanged 11904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2129233.250000 Penalty: 5053.261719
	Iteration 1F: 3 clusters Score -2129233 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2129742.500000 Penalty: 5053.261719
	Iteration 2F: 3 clusters Score -2129742 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -2130233.250000 Penalty: 5053.261719
	Iteration 3Q: 3 clusters Score -2130233 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2130715.000000 Penalty: 5053.261719
	Iteration 4Q: 3 clusters Score -2130715 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2131214.000000 Penalty: 5053.261719
	Iteration 5Q: 3 clusters Score -2131214 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2131817.750000 Penalty: 5053.261719
	Iteration 6Q: 3 clusters Score -2131818 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2132555.000000 Penalty: 5053.261719
	Iteration 7Q: 3 clusters Score -2132555 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2133482.750000 Penalty: 5053.261719
	Iteration 8F: 3 clusters Score -2133483 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2134597.250000 Penalty: 5053.261719
	Iteration 9F: 3 clusters Score -2134597 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2135685.250000 Penalty: 5053.261719
	Iteration 10Q: 3 clusters Score -2135685 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2136570.500000 Penalty: 5053.261719
	Iteration 11Q: 3 clusters Score -2136570 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2137137.750000 Penalty: 5053.261719
	Iteration 12Q: 3 clusters Score -2137138 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2137444.500000 Penalty: 5053.261719
	Iteration 13Q: 3 clusters Score -2137444 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2137655.250000 Penalty: 5053.261719
	Iteration 14Q: 3 clusters Score -2137655 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2137808.500000 Penalty: 5053.261719
	Iteration 15Q: 3 clusters Score -2137808 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2137931.000000 Penalty: 5053.261719
	Iteration 16Q: 3 clusters Score -2137931 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2138021.500000 Penalty: 5053.261719
	Iteration 17Q: 3 clusters Score -2138022 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2138098.250000 Penalty: 5053.261719
	Iteration 18Q: 3 clusters Score -2138098 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2138187.750000 Penalty: 5053.261719
	Iteration 19Q: 3 clusters Score -2138188 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2138247.250000 Penalty: 5053.261719
	Iteration 20F: 3 clusters Score -2138247 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2138296.250000 Penalty: 5053.261719
	Iteration 21Q: 3 clusters Score -2138296 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2138342.250000 Penalty: 5053.261719
	Iteration 22Q: 3 clusters Score -2138342 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2138391.750000 Penalty: 5053.261719
	Iteration 23Q: 3 clusters Score -2138392 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2138432.000000 Penalty: 5053.261719
	Iteration 24Q: 3 clusters Score -2138432 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2138481.500000 Penalty: 5053.261719
	Iteration 25Q: 3 clusters Score -2138482 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2138521.250000 Penalty: 5053.261719
	Iteration 26Q: 3 clusters Score -2138521 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2138554.000000 Penalty: 5053.261719
	Iteration 27Q: 3 clusters Score -2138554 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2138587.250000 Penalty: 5053.261719
	Iteration 28Q: 3 clusters Score -2138587 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2138622.250000 Penalty: 5053.261719
	Iteration 29Q: 3 clusters Score -2138622 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2138644.250000 Penalty: 5053.261719
	Iteration 30Q: 3 clusters Score -2138644 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2138663.500000 Penalty: 5053.261719
	Iteration 31Q: 3 clusters Score -2138664 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2138679.500000 Penalty: 5053.261719
	Iteration 32Q: 3 clusters Score -2138680 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2138694.750000 Penalty: 5053.261719
	Iteration 33Q: 3 clusters Score -2138695 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2138711.750000 Penalty: 5053.261719
	Iteration 34Q: 3 clusters Score -2138712 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2138739.000000 Penalty: 5053.261719
	Iteration 35Q: 3 clusters Score -2138739 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2138767.000000 Penalty: 5053.261719
	Iteration 36Q: 3 clusters Score -2138767 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2138780.250000 Penalty: 5053.261719
	Iteration 37Q: 3 clusters Score -2138780 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2138804.750000 Penalty: 5053.261719
	Iteration 38Q: 3 clusters Score -2138805 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2138827.000000 Penalty: 5053.261719
	Iteration 39Q: 3 clusters Score -2138827 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2138843.250000 Penalty: 5053.261719
	Iteration 40F: 3 clusters Score -2138843 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2138865.750000 Penalty: 5053.261719
	Iteration 41Q: 3 clusters Score -2138866 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2138878.000000 Penalty: 5053.261719
	Iteration 42Q: 3 clusters Score -2138878 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2138886.250000 Penalty: 5053.261719
	Iteration 43Q: 3 clusters Score -2138886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2138900.500000 Penalty: 5053.261719
	Iteration 44Q: 3 clusters Score -2138900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2138907.500000 Penalty: 5053.261719
	Iteration 45Q: 3 clusters Score -2138908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2138916.250000 Penalty: 5053.261719
	Iteration 46Q: 3 clusters Score -2138916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2138930.250000 Penalty: 5053.261719
	Iteration 47Q: 3 clusters Score -2138930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2138942.500000 Penalty: 5053.261719
	Iteration 48Q: 3 clusters Score -2138942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2138950.250000 Penalty: 5053.261719
	Iteration 49Q: 3 clusters Score -2138950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2138952.500000 Penalty: 5053.261719
	Iteration 50Q: 3 clusters Score -2138952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2138955.500000 Penalty: 5053.261719
	Iteration 51Q: 3 clusters Score -2138956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2138965.500000 Penalty: 5053.261719
	Iteration 52Q: 3 clusters Score -2138966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2138959.750000 Penalty: 5053.261719
	Iteration 53Q: 3 clusters Score -2138960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2138964.500000 Penalty: 5053.261719
	Iteration 54Q: 3 clusters Score -2138964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2138964.500000 Penalty: 5053.261719
	Iteration 55Q: 3 clusters Score -2138964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2138970.000000 Penalty: 5053.261719
	Iteration 56Q: 3 clusters Score -2138970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2138978.500000 Penalty: 5053.261719
	Iteration 57Q: 3 clusters Score -2138978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2138976.750000 Penalty: 5053.261719
	Iteration 58Q: 3 clusters Score -2138977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2138980.750000 Penalty: 5053.261719
	Iteration 59Q: 3 clusters Score -2138981 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2138990.500000 Penalty: 5053.261719
	Iteration 60F: 3 clusters Score -2138990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2138992.250000 Penalty: 5053.261719
	Iteration 61Q: 3 clusters Score -2138992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2139002.500000 Penalty: 5053.261719
	Iteration 62Q: 3 clusters Score -2139002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2139009.000000 Penalty: 5053.261719
	Iteration 63Q: 3 clusters Score -2139009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2139007.250000 Penalty: 5053.261719
	Iteration 64Q: 3 clusters Score -2139007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2139016.250000 Penalty: 5053.261719
	Iteration 65Q: 3 clusters Score -2139016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2139029.250000 Penalty: 5053.261719
	Iteration 66Q: 3 clusters Score -2139029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2139037.000000 Penalty: 5053.261719
	Iteration 67Q: 3 clusters Score -2139037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2139038.250000 Penalty: 5053.261719
	Iteration 68Q: 3 clusters Score -2139038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2139046.250000 Penalty: 5053.261719
	Iteration 69Q: 3 clusters Score -2139046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2139047.000000 Penalty: 5053.261719
	Iteration 70Q: 3 clusters Score -2139047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2139054.750000 Penalty: 5053.261719
	Iteration 71Q: 3 clusters Score -2139055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2139060.250000 Penalty: 5053.261719
	Iteration 72Q: 3 clusters Score -2139060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2139065.750000 Penalty: 5053.261719
	Iteration 73Q: 3 clusters Score -2139066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2139066.500000 Penalty: 5053.261719
	Iteration 74Q: 3 clusters Score -2139066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2139067.250000 Penalty: 5053.261719
	Iteration 75Q: 3 clusters Score -2139067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2139069.000000 Penalty: 5053.261719
	Iteration 76Q: 3 clusters Score -2139069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2139069.750000 Penalty: 5053.261719
	Iteration 77Q: 3 clusters Score -2139070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2139071.250000 Penalty: 5053.261719
	Iteration 78Q: 3 clusters Score -2139071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2139072.000000 Penalty: 5053.261719
	Iteration 79Q: 3 clusters Score -2139072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2139077.750000 Penalty: 5053.261719
	Iteration 80F: 3 clusters Score -2139078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2139079.000000 Penalty: 5053.261719
	Iteration 81Q: 3 clusters Score -2139079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2139081.250000 Penalty: 5053.261719
	Iteration 82Q: 3 clusters Score -2139081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2139089.250000 Penalty: 5053.261719
	Iteration 83Q: 3 clusters Score -2139089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2139093.000000 Penalty: 5053.261719
	Iteration 84Q: 3 clusters Score -2139093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2139094.500000 Penalty: 5053.261719
	Iteration 85Q: 3 clusters Score -2139094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2139096.000000 Penalty: 5053.261719
	Iteration 86Q: 3 clusters Score -2139096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2139101.250000 Penalty: 5053.261719
	Iteration 87Q: 3 clusters Score -2139101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2139103.500000 Penalty: 5053.261719
	Iteration 88Q: 3 clusters Score -2139104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2139106.000000 Penalty: 5053.261719
	Iteration 89Q: 3 clusters Score -2139106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2139103.250000 Penalty: 5053.261719
	Iteration 90Q: 3 clusters Score -2139103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2139106.000000 Penalty: 5053.261719
	Iteration 91Q: 3 clusters Score -2139106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2139106.250000 Penalty: 5053.261719
	Iteration 92Q: 3 clusters Score -2139106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2139104.250000 Penalty: 5053.261719
	Iteration 93Q: 3 clusters Score -2139104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2139106.000000 Penalty: 5053.261719
	Iteration 94Q: 3 clusters Score -2139106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2139107.000000 Penalty: 5053.261719
	Iteration 95Q: 3 clusters Score -2139107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2139107.000000 Penalty: 5053.261719
	Iteration 96F: 3 clusters Score -2139107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Entering Unmasked Estep 
Score: -4171575.250000 Penalty: 2704.740723
	Iteration 0F: 2 clusters Score -4171575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -4135013.000000 Penalty: 5409.481445
	Iteration 0F: 3 clusters Score -4135013 nChanged 25298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -4148816.750000 Penalty: 5409.481445
	Iteration 1F: 3 clusters Score -4148817 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -4149239.250000 Penalty: 5409.481445
	Iteration 2Q: 3 clusters Score -4149239 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -4149628.500000 Penalty: 5409.481445
	Iteration 3Q: 3 clusters Score -4149628 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -4149979.000000 Penalty: 5409.481445
	Iteration 4Q: 3 clusters Score -4149979 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -4150338.500000 Penalty: 5409.481445
	Iteration 5Q: 3 clusters Score -4150338 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -4150710.250000 Penalty: 5409.481445
	Iteration 6Q: 3 clusters Score -4150710 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -4151168.750000 Penalty: 5409.481445
	Iteration 7Q: 3 clusters Score -4151169 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -4151723.250000 Penalty: 5409.481445
	Iteration 8Q: 3 clusters Score -4151723 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -4152403.500000 Penalty: 5409.481445
	Iteration 9Q: 3 clusters Score -4152404 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -4153306.750000 Penalty: 5409.481445
	Iteration 10Q: 3 clusters Score -4153307 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -4154395.500000 Penalty: 5409.481445
	Iteration 11Q: 3 clusters Score -4154396 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -4155611.500000 Penalty: 5409.481445
	Iteration 12Q: 3 clusters Score -4155612 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -4156886.250000 Penalty: 5409.481445
	Iteration 13Q: 3 clusters Score -4156886 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -4158219.500000 Penalty: 5409.481445
	Iteration 14Q: 3 clusters Score -4158220 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -4159660.250000 Penalty: 5409.481445
	Iteration 15Q: 3 clusters Score -4159660 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -4161155.500000 Penalty: 5409.481445
	Iteration 16Q: 3 clusters Score -4161156 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -4162612.250000 Penalty: 5409.481445
	Iteration 17Q: 3 clusters Score -4162612 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -4163943.750000 Penalty: 5409.481445
	Iteration 18Q: 3 clusters Score -4163944 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -4165037.500000 Penalty: 5409.481445
	Iteration 19Q: 3 clusters Score -4165038 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -4165854.250000 Penalty: 5409.481445
	Iteration 20F: 3 clusters Score -4165854 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -4166451.000000 Penalty: 5409.481445
	Iteration 21Q: 3 clusters Score -4166451 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -4166892.250000 Penalty: 5409.481445
	Iteration 22Q: 3 clusters Score -4166892 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49607 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -4167275.750000 Penalty: 5409.481445
	Iteration 23Q: 3 clusters Score -4167276 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -4167658.000000 Penalty: 5409.481445
	Iteration 24Q: 3 clusters Score -4167658 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -4168014.500000 Penalty: 5409.481445
	Iteration 25Q: 3 clusters Score -4168014 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51406 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -4168255.750000 Penalty: 5409.481445
	Iteration 26Q: 3 clusters Score -4168256 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4168479.250000 Penalty: 5409.481445
	Iteration 27Q: 3 clusters Score -4168479 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52171 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4168632.000000 Penalty: 5409.481445
	Iteration 28Q: 3 clusters Score -4168632 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52450 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4168744.250000 Penalty: 5409.481445
	Iteration 29Q: 3 clusters Score -4168744 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52668 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4168834.750000 Penalty: 5409.481445
	Iteration 30Q: 3 clusters Score -4168835 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52836 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4168920.250000 Penalty: 5409.481445
	Iteration 31Q: 3 clusters Score -4168920 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52960 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4168982.000000 Penalty: 5409.481445
	Iteration 32Q: 3 clusters Score -4168982 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53059 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4169006.000000 Penalty: 5409.481445
	Iteration 33Q: 3 clusters Score -4169006 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53161 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4169056.500000 Penalty: 5409.481445
	Iteration 34Q: 3 clusters Score -4169056 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4169094.750000 Penalty: 5409.481445
	Iteration 35Q: 3 clusters Score -4169095 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53304 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4169123.000000 Penalty: 5409.481445
	Iteration 36Q: 3 clusters Score -4169123 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53350 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4169157.000000 Penalty: 5409.481445
	Iteration 37Q: 3 clusters Score -4169157 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53397 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4169180.750000 Penalty: 5409.481445
	Iteration 38Q: 3 clusters Score -4169181 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4169206.000000 Penalty: 5409.481445
	Iteration 39Q: 3 clusters Score -4169206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53466 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4169215.500000 Penalty: 5409.481445
	Iteration 40F: 3 clusters Score -4169216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53488 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4169230.000000 Penalty: 5409.481445
	Iteration 41Q: 3 clusters Score -4169230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4169233.250000 Penalty: 5409.481445
	Iteration 42Q: 3 clusters Score -4169233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4169238.000000 Penalty: 5409.481445
	Iteration 43Q: 3 clusters Score -4169238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4169237.750000 Penalty: 5409.481445
	Iteration 44Q: 3 clusters Score -4169238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4169244.000000 Penalty: 5409.481445
	Iteration 45Q: 3 clusters Score -4169244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4169243.750000 Penalty: 5409.481445
	Iteration 46Q: 3 clusters Score -4169244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53545 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4169246.750000 Penalty: 5409.481445
	Iteration 47Q: 3 clusters Score -4169247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4169250.750000 Penalty: 5409.481445
	Iteration 48Q: 3 clusters Score -4169251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53561 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4169251.750000 Penalty: 5409.481445
	Iteration 49Q: 3 clusters Score -4169252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53568 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4169254.250000 Penalty: 5409.481445
	Iteration 50Q: 3 clusters Score -4169254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53573 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4169253.500000 Penalty: 5409.481445
	Iteration 51Q: 3 clusters Score -4169254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4169258.250000 Penalty: 5409.481445
	Iteration 52Q: 3 clusters Score -4169258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53577 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4169256.250000 Penalty: 5409.481445
	Iteration 53Q: 3 clusters Score -4169256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4169256.250000 Penalty: 5409.481445
	Iteration 54Q: 3 clusters Score -4169256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4169259.500000 Penalty: 5409.481445
	Iteration 55Q: 3 clusters Score -4169260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4169264.500000 Penalty: 5409.481445
	Iteration 56Q: 3 clusters Score -4169264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4169264.500000 Penalty: 5409.481445
	Iteration 57F: 3 clusters Score -4169264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Entering Unmasked Estep 
Score: -1792416.250000 Penalty: 2531.563232
	Iteration 0F: 2 clusters Score -1792416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1773786.625000 Penalty: 5063.126465
	Iteration 0F: 3 clusters Score -1773787 nChanged 12032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1780334.625000 Penalty: 5063.126465
	Iteration 1F: 3 clusters Score -1780335 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1780891.750000 Penalty: 5063.126465
	Iteration 2F: 3 clusters Score -1780892 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1781360.250000 Penalty: 5063.126465
	Iteration 3Q: 3 clusters Score -1781360 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1781853.250000 Penalty: 5063.126465
	Iteration 4Q: 3 clusters Score -1781853 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1782411.500000 Penalty: 5063.126465
	Iteration 5Q: 3 clusters Score -1782412 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1783081.375000 Penalty: 5063.126465
	Iteration 6Q: 3 clusters Score -1783081 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1783965.375000 Penalty: 5063.126465
	Iteration 7F: 3 clusters Score -1783965 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1785064.500000 Penalty: 5063.126465
	Iteration 8F: 3 clusters Score -1785064 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1786139.125000 Penalty: 5063.126465
	Iteration 9F: 3 clusters Score -1786139 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1787122.750000 Penalty: 5063.126465
	Iteration 10Q: 3 clusters Score -1787123 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1787960.250000 Penalty: 5063.126465
	Iteration 11Q: 3 clusters Score -1787960 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1788624.625000 Penalty: 5063.126465
	Iteration 12Q: 3 clusters Score -1788625 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1789161.375000 Penalty: 5063.126465
	Iteration 13Q: 3 clusters Score -1789161 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1789493.875000 Penalty: 5063.126465
	Iteration 14Q: 3 clusters Score -1789494 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1789754.500000 Penalty: 5063.126465
	Iteration 15Q: 3 clusters Score -1789754 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1789942.375000 Penalty: 5063.126465
	Iteration 16Q: 3 clusters Score -1789942 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1790059.750000 Penalty: 5063.126465
	Iteration 17Q: 3 clusters Score -1790060 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1790129.625000 Penalty: 5063.126465
	Iteration 18Q: 3 clusters Score -1790130 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1790179.750000 Penalty: 5063.126465
	Iteration 19Q: 3 clusters Score -1790180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1790210.875000 Penalty: 5063.126465
	Iteration 20F: 3 clusters Score -1790211 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1790229.750000 Penalty: 5063.126465
	Iteration 21Q: 3 clusters Score -1790230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1790240.500000 Penalty: 5063.126465
	Iteration 22Q: 3 clusters Score -1790240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1790261.375000 Penalty: 5063.126465
	Iteration 23Q: 3 clusters Score -1790261 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1790278.250000 Penalty: 5063.126465
	Iteration 24Q: 3 clusters Score -1790278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1790288.500000 Penalty: 5063.126465
	Iteration 25Q: 3 clusters Score -1790288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1790293.375000 Penalty: 5063.126465
	Iteration 26Q: 3 clusters Score -1790293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1790296.500000 Penalty: 5063.126465
	Iteration 27Q: 3 clusters Score -1790296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1790297.750000 Penalty: 5063.126465
	Iteration 28Q: 3 clusters Score -1790298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1790299.500000 Penalty: 5063.126465
	Iteration 29Q: 3 clusters Score -1790300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1790304.375000 Penalty: 5063.126465
	Iteration 30Q: 3 clusters Score -1790304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1790306.875000 Penalty: 5063.126465
	Iteration 31Q: 3 clusters Score -1790307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1790308.750000 Penalty: 5063.126465
	Iteration 32Q: 3 clusters Score -1790309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1790313.750000 Penalty: 5063.126465
	Iteration 33Q: 3 clusters Score -1790314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1790318.000000 Penalty: 5063.126465
	Iteration 34Q: 3 clusters Score -1790318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1790319.875000 Penalty: 5063.126465
	Iteration 35Q: 3 clusters Score -1790320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1790320.500000 Penalty: 5063.126465
	Iteration 36Q: 3 clusters Score -1790320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1790322.250000 Penalty: 5063.126465
	Iteration 37Q: 3 clusters Score -1790322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1790322.250000 Penalty: 5063.126465
	Iteration 38F: 3 clusters Score -1790322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Entering Unmasked Estep 
Score: -183842.203125 Penalty: 2006.115479
	Iteration 0F: 2 clusters Score -183842.2 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 1612 members 
Entering Unmasked Estep 
Score: -180437.562500 Penalty: 4012.230957
	Iteration 0F: 3 clusters Score -180437.6 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -181346.921875 Penalty: 4012.230957
	Iteration 1F: 3 clusters Score -181346.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -181721.031250 Penalty: 4012.230957
	Iteration 2F: 3 clusters Score -181721 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -182060.140625 Penalty: 4012.230957
	Iteration 3F: 3 clusters Score -182060.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -182366.078125 Penalty: 4012.230957
	Iteration 4F: 3 clusters Score -182366.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -182598.187500 Penalty: 4012.230957
	Iteration 5F: 3 clusters Score -182598.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -182757.203125 Penalty: 4012.230957
	Iteration 6Q: 3 clusters Score -182757.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -182850.265625 Penalty: 4012.230957
	Iteration 7Q: 3 clusters Score -182850.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -182925.218750 Penalty: 4012.230957
	Iteration 8Q: 3 clusters Score -182925.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -182991.968750 Penalty: 4012.230957
	Iteration 9Q: 3 clusters Score -182992 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -183050.421875 Penalty: 4012.230957
	Iteration 10Q: 3 clusters Score -183050.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -183093.328125 Penalty: 4012.230957
	Iteration 11Q: 3 clusters Score -183093.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -183131.406250 Penalty: 4012.230957
	Iteration 12Q: 3 clusters Score -183131.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -183160.046875 Penalty: 4012.230957
	Iteration 13Q: 3 clusters Score -183160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -183184.515625 Penalty: 4012.230957
	Iteration 14Q: 3 clusters Score -183184.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -183199.812500 Penalty: 4012.230957
	Iteration 15Q: 3 clusters Score -183199.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -183215.687500 Penalty: 4012.230957
	Iteration 16Q: 3 clusters Score -183215.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -183226.156250 Penalty: 4012.230957
	Iteration 17Q: 3 clusters Score -183226.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -183232.015625 Penalty: 4012.230957
	Iteration 18Q: 3 clusters Score -183232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -183235.468750 Penalty: 4012.230957
	Iteration 19Q: 3 clusters Score -183235.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -183239.281250 Penalty: 4012.230957
	Iteration 20F: 3 clusters Score -183239.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -183241.703125 Penalty: 4012.230957
	Iteration 21Q: 3 clusters Score -183241.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -183246.390625 Penalty: 4012.230957
	Iteration 22Q: 3 clusters Score -183246.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -183251.906250 Penalty: 4012.230957
	Iteration 23Q: 3 clusters Score -183251.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -183259.265625 Penalty: 4012.230957
	Iteration 24Q: 3 clusters Score -183259.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -183260.765625 Penalty: 4012.230957
	Iteration 25Q: 3 clusters Score -183260.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -183263.375000 Penalty: 4012.230957
	Iteration 26Q: 3 clusters Score -183263.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -183263.375000 Penalty: 4012.230957
	Iteration 27Q: 3 clusters Score -183263.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -183264.187500 Penalty: 4012.230957
	Iteration 28Q: 3 clusters Score -183264.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -183264.109375 Penalty: 4012.230957
	Iteration 29Q: 3 clusters Score -183264.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -183265.000000 Penalty: 4012.230957
	Iteration 30Q: 3 clusters Score -183265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -183265.000000 Penalty: 4012.230957
	Iteration 31F: 3 clusters Score -183265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (204775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204775 members 
Entering Unmasked Estep 
Score: -15762236.000000 Penalty: 3032.957275
	Iteration 0F: 2 clusters Score -1.576224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102683 members 
Mstep: Class 2 contains 102092 members 
Entering Unmasked Estep 
Score: -15624863.000000 Penalty: 6065.914551
	Iteration 0F: 3 clusters Score -1.562486e+07 nChanged 98337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109006 members 
Mstep: Class 2 contains 95769 members 
Entering Unmasked Estep 
Score: -15683520.000000 Penalty: 6065.914551
	Iteration 1F: 3 clusters Score -1.568352e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113105 members 
Mstep: Class 2 contains 91670 members 
Entering Unmasked Estep 
Score: -15685456.000000 Penalty: 6065.914551
	Iteration 2Q: 3 clusters Score -1.568546e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119331 members 
Mstep: Class 2 contains 85444 members 
Entering Unmasked Estep 
Score: -15688118.000000 Penalty: 6065.914551
	Iteration 3Q: 3 clusters Score -1.568812e+07 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128515 members 
Mstep: Class 2 contains 76260 members 
Entering Unmasked Estep 
Score: -15692835.000000 Penalty: 6065.914551
	Iteration 4F: 3 clusters Score -1.569284e+07 nChanged 13376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141331 members 
Mstep: Class 2 contains 63444 members 
Entering Unmasked Estep 
Score: -15701156.000000 Penalty: 6065.914551
	Iteration 5F: 3 clusters Score -1.570116e+07 nChanged 16364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157513 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -15714221.000000 Penalty: 6065.914551
	Iteration 6F: 3 clusters Score -1.571422e+07 nChanged 17122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174581 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -15729950.000000 Penalty: 6065.914551
	Iteration 7F: 3 clusters Score -1.572995e+07 nChanged 14197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188774 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -15743882.000000 Penalty: 6065.914551
	Iteration 8F: 3 clusters Score -1.574388e+07 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198057 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -15753368.000000 Penalty: 6065.914551
	Iteration 9Q: 3 clusters Score -1.575337e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202552 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -15757546.000000 Penalty: 6065.914551
	Iteration 10Q: 3 clusters Score -1.575755e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204030 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -15758894.000000 Penalty: 6065.914551
	Iteration 11Q: 3 clusters Score -1.575889e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204379 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -15759235.000000 Penalty: 6065.914551
	Iteration 12Q: 3 clusters Score -1.575924e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204481 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -15759376.000000 Penalty: 6065.914551
	Iteration 13Q: 3 clusters Score -1.575938e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204508 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -15759420.000000 Penalty: 6065.914551
	Iteration 14Q: 3 clusters Score -1.575942e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204520 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -15759458.000000 Penalty: 6065.914551
	Iteration 15Q: 3 clusters Score -1.575946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204529 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -15759478.000000 Penalty: 6065.914551
	Iteration 16Q: 3 clusters Score -1.575948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204532 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -15759487.000000 Penalty: 6065.914551
	Iteration 17Q: 3 clusters Score -1.575949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204535 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -15759497.000000 Penalty: 6065.914551
	Iteration 18Q: 3 clusters Score -1.57595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204537 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -15759505.000000 Penalty: 6065.914551
	Iteration 19Q: 3 clusters Score -1.57595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204538 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -15759528.000000 Penalty: 6065.914551
	Iteration 20F: 3 clusters Score -1.575953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204540 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -15759531.000000 Penalty: 6065.914551
	Iteration 21Q: 3 clusters Score -1.575953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204540 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -15759536.000000 Penalty: 6065.914551
	Iteration 22Q: 3 clusters Score -1.575954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204540 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -15759541.000000 Penalty: 6065.914551
	Iteration 23Q: 3 clusters Score -1.575954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204540 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -15759541.000000 Penalty: 6065.914551
	Iteration 24F: 3 clusters Score -1.575954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Entering Unmasked Estep 
Score: -702986.687500 Penalty: 2268.343994
	Iteration 0F: 2 clusters Score -702986.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -695729.375000 Penalty: 4536.687988
	Iteration 0F: 3 clusters Score -695729.4 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -697728.062500 Penalty: 4536.687988
	Iteration 1F: 3 clusters Score -697728.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -697955.375000 Penalty: 4536.687988
	Iteration 2F: 3 clusters Score -697955.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -698108.000000 Penalty: 4536.687988
	Iteration 3Q: 3 clusters Score -698108 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -698218.812500 Penalty: 4536.687988
	Iteration 4Q: 3 clusters Score -698218.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -698314.000000 Penalty: 4536.687988
	Iteration 5Q: 3 clusters Score -698314 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -698422.375000 Penalty: 4536.687988
	Iteration 6Q: 3 clusters Score -698422.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -698557.750000 Penalty: 4536.687988
	Iteration 7Q: 3 clusters Score -698557.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -698745.312500 Penalty: 4536.687988
	Iteration 8Q: 3 clusters Score -698745.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -698988.750000 Penalty: 4536.687988
	Iteration 9Q: 3 clusters Score -698988.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -699334.375000 Penalty: 4536.687988
	Iteration 10Q: 3 clusters Score -699334.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -699853.000000 Penalty: 4536.687988
	Iteration 11F: 3 clusters Score -699853 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -700540.812500 Penalty: 4536.687988
	Iteration 12F: 3 clusters Score -700540.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -701068.375000 Penalty: 4536.687988
	Iteration 13F: 3 clusters Score -701068.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -701304.937500 Penalty: 4536.687988
	Iteration 14Q: 3 clusters Score -701304.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -701460.250000 Penalty: 4536.687988
	Iteration 15Q: 3 clusters Score -701460.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -701573.500000 Penalty: 4536.687988
	Iteration 16Q: 3 clusters Score -701573.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -701664.187500 Penalty: 4536.687988
	Iteration 17Q: 3 clusters Score -701664.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -701746.250000 Penalty: 4536.687988
	Iteration 18Q: 3 clusters Score -701746.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -701822.875000 Penalty: 4536.687988
	Iteration 19Q: 3 clusters Score -701822.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -701909.937500 Penalty: 4536.687988
	Iteration 20F: 3 clusters Score -701909.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -702035.062500 Penalty: 4536.687988
	Iteration 21Q: 3 clusters Score -702035.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -702227.875000 Penalty: 4536.687988
	Iteration 22Q: 3 clusters Score -702227.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -702413.250000 Penalty: 4536.687988
	Iteration 23Q: 3 clusters Score -702413.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -702556.125000 Penalty: 4536.687988
	Iteration 24Q: 3 clusters Score -702556.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -702659.437500 Penalty: 4536.687988
	Iteration 25Q: 3 clusters Score -702659.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -702696.875000 Penalty: 4536.687988
	Iteration 26Q: 3 clusters Score -702696.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -702720.375000 Penalty: 4536.687988
	Iteration 27Q: 3 clusters Score -702720.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -702731.125000 Penalty: 4536.687988
	Iteration 28Q: 3 clusters Score -702731.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -702736.500000 Penalty: 4536.687988
	Iteration 29Q: 3 clusters Score -702736.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -702740.437500 Penalty: 4536.687988
	Iteration 30Q: 3 clusters Score -702740.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -702746.750000 Penalty: 4536.687988
	Iteration 31Q: 3 clusters Score -702746.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -702750.125000 Penalty: 4536.687988
	Iteration 32Q: 3 clusters Score -702750.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -702752.437500 Penalty: 4536.687988
	Iteration 33Q: 3 clusters Score -702752.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -702753.562500 Penalty: 4536.687988
	Iteration 34Q: 3 clusters Score -702753.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -702753.562500 Penalty: 4536.687988
	Iteration 35F: 3 clusters Score -702753.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (81276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81276 members 
Entering Unmasked Estep 
Score: -6195396.000000 Penalty: 2803.790283
	Iteration 0F: 2 clusters Score -6195396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -6141028.500000 Penalty: 5607.580566
	Iteration 0F: 3 clusters Score -6141028 nChanged 38227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -6162746.500000 Penalty: 5607.580566
	Iteration 1F: 3 clusters Score -6162746 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -6163420.000000 Penalty: 5607.580566
	Iteration 2Q: 3 clusters Score -6163420 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -6164219.000000 Penalty: 5607.580566
	Iteration 3Q: 3 clusters Score -6164219 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -6165050.000000 Penalty: 5607.580566
	Iteration 4Q: 3 clusters Score -6165050 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -6165915.500000 Penalty: 5607.580566
	Iteration 5Q: 3 clusters Score -6165916 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -6166876.500000 Penalty: 5607.580566
	Iteration 6Q: 3 clusters Score -6166876 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -6167991.500000 Penalty: 5607.580566
	Iteration 7Q: 3 clusters Score -6167992 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -6169201.500000 Penalty: 5607.580566
	Iteration 8Q: 3 clusters Score -6169202 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -6170437.500000 Penalty: 5607.580566
	Iteration 9Q: 3 clusters Score -6170438 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -6171653.000000 Penalty: 5607.580566
	Iteration 10Q: 3 clusters Score -6171653 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -6172901.500000 Penalty: 5607.580566
	Iteration 11Q: 3 clusters Score -6172902 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 49960 members 
Entering Unmasked Estep 
Score: -6174092.000000 Penalty: 5607.580566
	Iteration 12Q: 3 clusters Score -6174092 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 51772 members 
Entering Unmasked Estep 
Score: -6175173.000000 Penalty: 5607.580566
	Iteration 13Q: 3 clusters Score -6175173 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -6176398.000000 Penalty: 5607.580566
	Iteration 14Q: 3 clusters Score -6176398 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 56268 members 
Entering Unmasked Estep 
Score: -6177927.000000 Penalty: 5607.580566
	Iteration 15Q: 3 clusters Score -6177927 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 58925 members 
Entering Unmasked Estep 
Score: -6179775.500000 Penalty: 5607.580566
	Iteration 16Q: 3 clusters Score -6179776 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 61687 members 
Entering Unmasked Estep 
Score: -6181974.000000 Penalty: 5607.580566
	Iteration 17Q: 3 clusters Score -6181974 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 64310 members 
Entering Unmasked Estep 
Score: -6184291.500000 Penalty: 5607.580566
	Iteration 18Q: 3 clusters Score -6184292 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 66522 members 
Entering Unmasked Estep 
Score: -6186239.500000 Penalty: 5607.580566
	Iteration 19Q: 3 clusters Score -6186240 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 68272 members 
Entering Unmasked Estep 
Score: -6187627.500000 Penalty: 5607.580566
	Iteration 20F: 3 clusters Score -6187628 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 69687 members 
Entering Unmasked Estep 
Score: -6188626.000000 Penalty: 5607.580566
	Iteration 21Q: 3 clusters Score -6188626 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 71003 members 
Entering Unmasked Estep 
Score: -6189424.500000 Penalty: 5607.580566
	Iteration 22Q: 3 clusters Score -6189424 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 72146 members 
Entering Unmasked Estep 
Score: -6190135.500000 Penalty: 5607.580566
	Iteration 23Q: 3 clusters Score -6190136 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 73176 members 
Entering Unmasked Estep 
Score: -6190689.000000 Penalty: 5607.580566
	Iteration 24Q: 3 clusters Score -6190689 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 74078 members 
Entering Unmasked Estep 
Score: -6191208.500000 Penalty: 5607.580566
	Iteration 25Q: 3 clusters Score -6191208 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 74845 members 
Entering Unmasked Estep 
Score: -6191614.000000 Penalty: 5607.580566
	Iteration 26Q: 3 clusters Score -6191614 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 75479 members 
Entering Unmasked Estep 
Score: -6191922.000000 Penalty: 5607.580566
	Iteration 27Q: 3 clusters Score -6191922 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 76051 members 
Entering Unmasked Estep 
Score: -6192182.000000 Penalty: 5607.580566
	Iteration 28Q: 3 clusters Score -6192182 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -6192373.000000 Penalty: 5607.580566
	Iteration 29Q: 3 clusters Score -6192373 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 76906 members 
Entering Unmasked Estep 
Score: -6192527.500000 Penalty: 5607.580566
	Iteration 30Q: 3 clusters Score -6192528 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 77252 members 
Entering Unmasked Estep 
Score: -6192677.500000 Penalty: 5607.580566
	Iteration 31Q: 3 clusters Score -6192678 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 77575 members 
Entering Unmasked Estep 
Score: -6192824.000000 Penalty: 5607.580566
	Iteration 32Q: 3 clusters Score -6192824 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 77852 members 
Entering Unmasked Estep 
Score: -6192930.500000 Penalty: 5607.580566
	Iteration 33Q: 3 clusters Score -6192930 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 78062 members 
Entering Unmasked Estep 
Score: -6192994.000000 Penalty: 5607.580566
	Iteration 34Q: 3 clusters Score -6192994 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 78237 members 
Entering Unmasked Estep 
Score: -6193048.500000 Penalty: 5607.580566
	Iteration 35Q: 3 clusters Score -6193048 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 78363 members 
Entering Unmasked Estep 
Score: -6193080.000000 Penalty: 5607.580566
	Iteration 36Q: 3 clusters Score -6193080 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 78483 members 
Entering Unmasked Estep 
Score: -6193115.000000 Penalty: 5607.580566
	Iteration 37Q: 3 clusters Score -6193115 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 78595 members 
Entering Unmasked Estep 
Score: -6193131.500000 Penalty: 5607.580566
	Iteration 38Q: 3 clusters Score -6193132 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 78691 members 
Entering Unmasked Estep 
Score: -6193147.000000 Penalty: 5607.580566
	Iteration 39Q: 3 clusters Score -6193147 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 78786 members 
Entering Unmasked Estep 
Score: -6193197.500000 Penalty: 5607.580566
	Iteration 40F: 3 clusters Score -6193198 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 78871 members 
Entering Unmasked Estep 
Score: -6193193.500000 Penalty: 5607.580566
	Iteration 41Q: 3 clusters Score -6193194 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 78938 members 
Entering Unmasked Estep 
Score: -6193196.500000 Penalty: 5607.580566
	Iteration 42Q: 3 clusters Score -6193196 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 78996 members 
Entering Unmasked Estep 
Score: -6193192.000000 Penalty: 5607.580566
	Iteration 43Q: 3 clusters Score -6193192 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 79048 members 
Entering Unmasked Estep 
Score: -6193219.000000 Penalty: 5607.580566
	Iteration 44Q: 3 clusters Score -6193219 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 79097 members 
Entering Unmasked Estep 
Score: -6193208.000000 Penalty: 5607.580566
	Iteration 45Q: 3 clusters Score -6193208 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 79146 members 
Entering Unmasked Estep 
Score: -6193234.500000 Penalty: 5607.580566
	Iteration 46Q: 3 clusters Score -6193234 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 79183 members 
Entering Unmasked Estep 
Score: -6193261.000000 Penalty: 5607.580566
	Iteration 47Q: 3 clusters Score -6193261 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 79216 members 
Entering Unmasked Estep 
Score: -6193275.500000 Penalty: 5607.580566
	Iteration 48Q: 3 clusters Score -6193276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 79242 members 
Entering Unmasked Estep 
Score: -6193306.500000 Penalty: 5607.580566
	Iteration 49Q: 3 clusters Score -6193306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 79269 members 
Entering Unmasked Estep 
Score: -6193291.500000 Penalty: 5607.580566
	Iteration 50Q: 3 clusters Score -6193292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 79292 members 
Entering Unmasked Estep 
Score: -6193289.500000 Penalty: 5607.580566
	Iteration 51Q: 3 clusters Score -6193290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 79319 members 
Entering Unmasked Estep 
Score: -6193290.500000 Penalty: 5607.580566
	Iteration 52Q: 3 clusters Score -6193290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 79345 members 
Entering Unmasked Estep 
Score: -6193305.000000 Penalty: 5607.580566
	Iteration 53Q: 3 clusters Score -6193305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 79370 members 
Entering Unmasked Estep 
Score: -6193312.500000 Penalty: 5607.580566
	Iteration 54Q: 3 clusters Score -6193312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 79387 members 
Entering Unmasked Estep 
Score: -6193331.500000 Penalty: 5607.580566
	Iteration 55Q: 3 clusters Score -6193332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 79413 members 
Entering Unmasked Estep 
Score: -6193318.000000 Penalty: 5607.580566
	Iteration 56Q: 3 clusters Score -6193318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 79437 members 
Entering Unmasked Estep 
Score: -6193329.000000 Penalty: 5607.580566
	Iteration 57Q: 3 clusters Score -6193329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 79459 members 
Entering Unmasked Estep 
Score: -6193327.500000 Penalty: 5607.580566
	Iteration 58Q: 3 clusters Score -6193328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 79477 members 
Entering Unmasked Estep 
Score: -6193334.500000 Penalty: 5607.580566
	Iteration 59Q: 3 clusters Score -6193334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 79494 members 
Entering Unmasked Estep 
Score: -6193337.500000 Penalty: 5607.580566
	Iteration 60F: 3 clusters Score -6193338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 79505 members 
Entering Unmasked Estep 
Score: -6193342.000000 Penalty: 5607.580566
	Iteration 61Q: 3 clusters Score -6193342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 79518 members 
Entering Unmasked Estep 
Score: -6193337.500000 Penalty: 5607.580566
	Iteration 62Q: 3 clusters Score -6193338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 79532 members 
Entering Unmasked Estep 
Score: -6193341.500000 Penalty: 5607.580566
	Iteration 63Q: 3 clusters Score -6193342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 79547 members 
Entering Unmasked Estep 
Score: -6193360.000000 Penalty: 5607.580566
	Iteration 64Q: 3 clusters Score -6193360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 79559 members 
Entering Unmasked Estep 
Score: -6193372.500000 Penalty: 5607.580566
	Iteration 65Q: 3 clusters Score -6193372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 79565 members 
Entering Unmasked Estep 
Score: -6193371.500000 Penalty: 5607.580566
	Iteration 66Q: 3 clusters Score -6193372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 79569 members 
Entering Unmasked Estep 
Score: -6193373.500000 Penalty: 5607.580566
	Iteration 67Q: 3 clusters Score -6193374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 79569 members 
Entering Unmasked Estep 
Score: -6193375.500000 Penalty: 5607.580566
	Iteration 68Q: 3 clusters Score -6193376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 79571 members 
Entering Unmasked Estep 
Score: -6193376.500000 Penalty: 5607.580566
	Iteration 69Q: 3 clusters Score -6193376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 79573 members 
Entering Unmasked Estep 
Score: -6193376.500000 Penalty: 5607.580566
	Iteration 70Q: 3 clusters Score -6193376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 79574 members 
Entering Unmasked Estep 
Score: -6193375.000000 Penalty: 5607.580566
	Iteration 71Q: 3 clusters Score -6193375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 79577 members 
Entering Unmasked Estep 
Score: -6193376.000000 Penalty: 5607.580566
	Iteration 72Q: 3 clusters Score -6193376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
Score: -6193380.500000 Penalty: 5607.580566
	Iteration 73Q: 3 clusters Score -6193380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 79581 members 
Entering Unmasked Estep 
Score: -6193377.000000 Penalty: 5607.580566
	Iteration 74Q: 3 clusters Score -6193377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 79586 members 
Entering Unmasked Estep 
Score: -6193374.500000 Penalty: 5607.580566
	Iteration 75Q: 3 clusters Score -6193374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 79589 members 
Entering Unmasked Estep 
Score: -6193389.000000 Penalty: 5607.580566
	Iteration 76Q: 3 clusters Score -6193389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 79594 members 
Entering Unmasked Estep 
Score: -6193387.000000 Penalty: 5607.580566
	Iteration 77Q: 3 clusters Score -6193387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 79597 members 
Entering Unmasked Estep 
Score: -6193385.000000 Penalty: 5607.580566
	Iteration 78Q: 3 clusters Score -6193385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 79599 members 
Entering Unmasked Estep 
Score: -6193385.000000 Penalty: 5607.580566
	Iteration 79Q: 3 clusters Score -6193385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 79601 members 
Entering Unmasked Estep 
Score: -6193384.500000 Penalty: 5607.580566
	Iteration 80F: 3 clusters Score -6193384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 79600 members 
Entering Unmasked Estep 
Score: -6193382.500000 Penalty: 5607.580566
	Iteration 81Q: 3 clusters Score -6193382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 79599 members 
Entering Unmasked Estep 
Score: -6193383.500000 Penalty: 5607.580566
	Iteration 82Q: 3 clusters Score -6193384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 79600 members 
Entering Unmasked Estep 
Score: -6193380.500000 Penalty: 5607.580566
	Iteration 83Q: 3 clusters Score -6193380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 79601 members 
Entering Unmasked Estep 
Score: -6193383.500000 Penalty: 5607.580566
	Iteration 84Q: 3 clusters Score -6193384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 79602 members 
Entering Unmasked Estep 
Score: -6193380.000000 Penalty: 5607.580566
	Iteration 85Q: 3 clusters Score -6193380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 79604 members 
Entering Unmasked Estep 
Score: -6193384.500000 Penalty: 5607.580566
	Iteration 86Q: 3 clusters Score -6193384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 79608 members 
Entering Unmasked Estep 
Score: -6193388.000000 Penalty: 5607.580566
	Iteration 87Q: 3 clusters Score -6193388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 79609 members 
Entering Unmasked Estep 
Score: -6193385.000000 Penalty: 5607.580566
	Iteration 88Q: 3 clusters Score -6193385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 79609 members 
Entering Unmasked Estep 
Score: -6193385.000000 Penalty: 5607.580566
	Iteration 89F: 3 clusters Score -6193385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Entering Unmasked Estep 
Score: -1822254.000000 Penalty: 2504.749023
	Iteration 0F: 2 clusters Score -1822254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1805348.250000 Penalty: 5009.498047
	Iteration 0F: 3 clusters Score -1805348 nChanged 10810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1811250.375000 Penalty: 5009.498047
	Iteration 1F: 3 clusters Score -1811250 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1811812 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1812366.625000 Penalty: 5009.498047
	Iteration 3F: 3 clusters Score -1812367 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1812997.250000 Penalty: 5009.498047
	Iteration 4F: 3 clusters Score -1812997 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1813662.250000 Penalty: 5009.498047
	Iteration 5F: 3 clusters Score -1813662 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1814327.625000 Penalty: 5009.498047
	Iteration 6F: 3 clusters Score -1814328 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1814961.750000 Penalty: 5009.498047
	Iteration 7Q: 3 clusters Score -1814962 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1815501.750000 Penalty: 5009.498047
	Iteration 8Q: 3 clusters Score -1815502 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1815969.500000 Penalty: 5009.498047
	Iteration 9Q: 3 clusters Score -1815970 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1816386.250000 Penalty: 5009.498047
	Iteration 10Q: 3 clusters Score -1816386 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1816793.625000 Penalty: 5009.498047
	Iteration 11Q: 3 clusters Score -1816794 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1817230.000000 Penalty: 5009.498047
	Iteration 12Q: 3 clusters Score -1817230 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1817620.750000 Penalty: 5009.498047
	Iteration 13Q: 3 clusters Score -1817621 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1817904.875000 Penalty: 5009.498047
	Iteration 14Q: 3 clusters Score -1817905 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1818168.000000 Penalty: 5009.498047
	Iteration 15Q: 3 clusters Score -1818168 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1818359.125000 Penalty: 5009.498047
	Iteration 16Q: 3 clusters Score -1818359 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1818484.375000 Penalty: 5009.498047
	Iteration 17Q: 3 clusters Score -1818484 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1818591.125000 Penalty: 5009.498047
	Iteration 18Q: 3 clusters Score -1818591 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1818682.625000 Penalty: 5009.498047
	Iteration 19Q: 3 clusters Score -1818683 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1818751.875000 Penalty: 5009.498047
	Iteration 20F: 3 clusters Score -1818752 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1818814.250000 Penalty: 5009.498047
	Iteration 21Q: 3 clusters Score -1818814 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1818870.750000 Penalty: 5009.498047
	Iteration 22Q: 3 clusters Score -1818871 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1818924.750000 Penalty: 5009.498047
	Iteration 23Q: 3 clusters Score -1818925 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1818969.125000 Penalty: 5009.498047
	Iteration 24Q: 3 clusters Score -1818969 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1819019.375000 Penalty: 5009.498047
	Iteration 25Q: 3 clusters Score -1819019 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1819061.375000 Penalty: 5009.498047
	Iteration 26Q: 3 clusters Score -1819061 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1819103.625000 Penalty: 5009.498047
	Iteration 27Q: 3 clusters Score -1819104 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1819145.500000 Penalty: 5009.498047
	Iteration 28Q: 3 clusters Score -1819146 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1819184.250000 Penalty: 5009.498047
	Iteration 29Q: 3 clusters Score -1819184 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1819228.000000 Penalty: 5009.498047
	Iteration 30Q: 3 clusters Score -1819228 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1819248.250000 Penalty: 5009.498047
	Iteration 31Q: 3 clusters Score -1819248 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1819269.625000 Penalty: 5009.498047
	Iteration 32Q: 3 clusters Score -1819270 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1819287.750000 Penalty: 5009.498047
	Iteration 33Q: 3 clusters Score -1819288 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1819307.750000 Penalty: 5009.498047
	Iteration 34Q: 3 clusters Score -1819308 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1819318.875000 Penalty: 5009.498047
	Iteration 35Q: 3 clusters Score -1819319 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1819347.625000 Penalty: 5009.498047
	Iteration 36Q: 3 clusters Score -1819348 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1819366.875000 Penalty: 5009.498047
	Iteration 37Q: 3 clusters Score -1819367 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1819398.125000 Penalty: 5009.498047
	Iteration 38Q: 3 clusters Score -1819398 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -1819436.875000 Penalty: 5009.498047
	Iteration 39Q: 3 clusters Score -1819437 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1819496.125000 Penalty: 5009.498047
	Iteration 40F: 3 clusters Score -1819496 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1819569.125000 Penalty: 5009.498047
	Iteration 41Q: 3 clusters Score -1819569 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1819653.750000 Penalty: 5009.498047
	Iteration 42Q: 3 clusters Score -1819654 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1819710.375000 Penalty: 5009.498047
	Iteration 43Q: 3 clusters Score -1819710 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1819756.250000 Penalty: 5009.498047
	Iteration 44Q: 3 clusters Score -1819756 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -1819807.000000 Penalty: 5009.498047
	Iteration 45Q: 3 clusters Score -1819807 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1819839.750000 Penalty: 5009.498047
	Iteration 46Q: 3 clusters Score -1819840 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -1819866.375000 Penalty: 5009.498047
	Iteration 47Q: 3 clusters Score -1819866 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -1819893.125000 Penalty: 5009.498047
	Iteration 48Q: 3 clusters Score -1819893 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -1819914.000000 Penalty: 5009.498047
	Iteration 49Q: 3 clusters Score -1819914 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -1819927.250000 Penalty: 5009.498047
	Iteration 50Q: 3 clusters Score -1819927 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -1819940.125000 Penalty: 5009.498047
	Iteration 51Q: 3 clusters Score -1819940 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1819952.250000 Penalty: 5009.498047
	Iteration 52Q: 3 clusters Score -1819952 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -1819962.750000 Penalty: 5009.498047
	Iteration 53Q: 3 clusters Score -1819963 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1819967.750000 Penalty: 5009.498047
	Iteration 54Q: 3 clusters Score -1819968 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -1819969.875000 Penalty: 5009.498047
	Iteration 55Q: 3 clusters Score -1819970 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -1819974.875000 Penalty: 5009.498047
	Iteration 56Q: 3 clusters Score -1819975 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -1819985.250000 Penalty: 5009.498047
	Iteration 57Q: 3 clusters Score -1819985 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -1819990.875000 Penalty: 5009.498047
	Iteration 58Q: 3 clusters Score -1819991 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -1819992.125000 Penalty: 5009.498047
	Iteration 59Q: 3 clusters Score -1819992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -1819994.875000 Penalty: 5009.498047
	Iteration 60F: 3 clusters Score -1819995 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -1819997.625000 Penalty: 5009.498047
	Iteration 61Q: 3 clusters Score -1819998 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -1820003.375000 Penalty: 5009.498047
	Iteration 62Q: 3 clusters Score -1820003 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -1820007.625000 Penalty: 5009.498047
	Iteration 63Q: 3 clusters Score -1820008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -1820004.125000 Penalty: 5009.498047
	Iteration 64Q: 3 clusters Score -1820004 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -1820013.125000 Penalty: 5009.498047
	Iteration 65Q: 3 clusters Score -1820013 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -1820017.000000 Penalty: 5009.498047
	Iteration 66Q: 3 clusters Score -1820017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -1820021.375000 Penalty: 5009.498047
	Iteration 67Q: 3 clusters Score -1820021 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -1820020.750000 Penalty: 5009.498047
	Iteration 68Q: 3 clusters Score -1820021 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -1820025.875000 Penalty: 5009.498047
	Iteration 69Q: 3 clusters Score -1820026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -1820030.125000 Penalty: 5009.498047
	Iteration 70Q: 3 clusters Score -1820030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -1820030.750000 Penalty: 5009.498047
	Iteration 71Q: 3 clusters Score -1820031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -1820037.375000 Penalty: 5009.498047
	Iteration 72Q: 3 clusters Score -1820037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -1820047.375000 Penalty: 5009.498047
	Iteration 73Q: 3 clusters Score -1820047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -1820044.375000 Penalty: 5009.498047
	Iteration 74Q: 3 clusters Score -1820044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1820040.625000 Penalty: 5009.498047
	Iteration 75Q: 3 clusters Score -1820041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -1820043.625000 Penalty: 5009.498047
	Iteration 76Q: 3 clusters Score -1820044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -1820046.875000 Penalty: 5009.498047
	Iteration 77Q: 3 clusters Score -1820047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -1820048.250000 Penalty: 5009.498047
	Iteration 78Q: 3 clusters Score -1820048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -1820052.750000 Penalty: 5009.498047
	Iteration 79Q: 3 clusters Score -1820053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1820055.125000 Penalty: 5009.498047
	Iteration 80F: 3 clusters Score -1820055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -1820054.500000 Penalty: 5009.498047
	Iteration 81Q: 3 clusters Score -1820054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1820058.375000 Penalty: 5009.498047
	Iteration 82Q: 3 clusters Score -1820058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1820060.000000 Penalty: 5009.498047
	Iteration 83Q: 3 clusters Score -1820060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -1820066.625000 Penalty: 5009.498047
	Iteration 84Q: 3 clusters Score -1820067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -1820060.875000 Penalty: 5009.498047
	Iteration 85Q: 3 clusters Score -1820061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -1820062.625000 Penalty: 5009.498047
	Iteration 86Q: 3 clusters Score -1820063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -1820063.875000 Penalty: 5009.498047
	Iteration 87Q: 3 clusters Score -1820064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -1820069.750000 Penalty: 5009.498047
	Iteration 88Q: 3 clusters Score -1820070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -1820070.000000 Penalty: 5009.498047
	Iteration 89Q: 3 clusters Score -1820070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -1820068.625000 Penalty: 5009.498047
	Iteration 90Q: 3 clusters Score -1820069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -1820069.250000 Penalty: 5009.498047
	Iteration 91Q: 3 clusters Score -1820069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -1820070.500000 Penalty: 5009.498047
	Iteration 92Q: 3 clusters Score -1820070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -1820071.750000 Penalty: 5009.498047
	Iteration 93Q: 3 clusters Score -1820072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -1820070.125000 Penalty: 5009.498047
	Iteration 94Q: 3 clusters Score -1820070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -1820071.250000 Penalty: 5009.498047
	Iteration 95Q: 3 clusters Score -1820071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -1820069.750000 Penalty: 5009.498047
	Iteration 96Q: 3 clusters Score -1820070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -1820070.875000 Penalty: 5009.498047
	Iteration 97Q: 3 clusters Score -1820071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -1820072.875000 Penalty: 5009.498047
	Iteration 98Q: 3 clusters Score -1820073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -1820075.125000 Penalty: 5009.498047
	Iteration 99Q: 3 clusters Score -1820075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -1820073.500000 Penalty: 5009.498047
	Iteration 100F: 3 clusters Score -1820074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -743242.062500 Penalty: 2289.706787
	Iteration 0F: 2 clusters Score -743242.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -735412.437500 Penalty: 4579.413574
	Iteration 0F: 3 clusters Score -735412.4 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -737668.937500 Penalty: 4579.413574
	Iteration 1F: 3 clusters Score -737668.9 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -738005.562500 Penalty: 4579.413574
	Iteration 2F: 3 clusters Score -738005.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -738277.437500 Penalty: 4579.413574
	Iteration 3F: 3 clusters Score -738277.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -738492.125000 Penalty: 4579.413574
	Iteration 4Q: 3 clusters Score -738492.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -738680.562500 Penalty: 4579.413574
	Iteration 5Q: 3 clusters Score -738680.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -738828.062500 Penalty: 4579.413574
	Iteration 6Q: 3 clusters Score -738828.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -738954.812500 Penalty: 4579.413574
	Iteration 7Q: 3 clusters Score -738954.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -739089.125000 Penalty: 4579.413574
	Iteration 8Q: 3 clusters Score -739089.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -739218.500000 Penalty: 4579.413574
	Iteration 9Q: 3 clusters Score -739218.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -739353.375000 Penalty: 4579.413574
	Iteration 10Q: 3 clusters Score -739353.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -739497.937500 Penalty: 4579.413574
	Iteration 11Q: 3 clusters Score -739497.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -739663.750000 Penalty: 4579.413574
	Iteration 12Q: 3 clusters Score -739663.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -739858.687500 Penalty: 4579.413574
	Iteration 13Q: 3 clusters Score -739858.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -740063.187500 Penalty: 4579.413574
	Iteration 14Q: 3 clusters Score -740063.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -740292.125000 Penalty: 4579.413574
	Iteration 15Q: 3 clusters Score -740292.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -740485.562500 Penalty: 4579.413574
	Iteration 16Q: 3 clusters Score -740485.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -740659.500000 Penalty: 4579.413574
	Iteration 17Q: 3 clusters Score -740659.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -740805.125000 Penalty: 4579.413574
	Iteration 18Q: 3 clusters Score -740805.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -740926.375000 Penalty: 4579.413574
	Iteration 19Q: 3 clusters Score -740926.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -741020.312500 Penalty: 4579.413574
	Iteration 20F: 3 clusters Score -741020.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -741092.312500 Penalty: 4579.413574
	Iteration 21Q: 3 clusters Score -741092.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -741137.437500 Penalty: 4579.413574
	Iteration 22Q: 3 clusters Score -741137.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -741174.000000 Penalty: 4579.413574
	Iteration 23Q: 3 clusters Score -741174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -741200.625000 Penalty: 4579.413574
	Iteration 24Q: 3 clusters Score -741200.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -741223.250000 Penalty: 4579.413574
	Iteration 25Q: 3 clusters Score -741223.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -741245.437500 Penalty: 4579.413574
	Iteration 26Q: 3 clusters Score -741245.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -741258.125000 Penalty: 4579.413574
	Iteration 27Q: 3 clusters Score -741258.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -741273.312500 Penalty: 4579.413574
	Iteration 28Q: 3 clusters Score -741273.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -741285.187500 Penalty: 4579.413574
	Iteration 29Q: 3 clusters Score -741285.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -741293.687500 Penalty: 4579.413574
	Iteration 30Q: 3 clusters Score -741293.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -741308.875000 Penalty: 4579.413574
	Iteration 31Q: 3 clusters Score -741308.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -741321.312500 Penalty: 4579.413574
	Iteration 32Q: 3 clusters Score -741321.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -741331.125000 Penalty: 4579.413574
	Iteration 33Q: 3 clusters Score -741331.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -741336.812500 Penalty: 4579.413574
	Iteration 34Q: 3 clusters Score -741336.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -741337.125000 Penalty: 4579.413574
	Iteration 35Q: 3 clusters Score -741337.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -741340.750000 Penalty: 4579.413574
	Iteration 36Q: 3 clusters Score -741340.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -741344.375000 Penalty: 4579.413574
	Iteration 37Q: 3 clusters Score -741344.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -741346.625000 Penalty: 4579.413574
	Iteration 38Q: 3 clusters Score -741346.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -741352.062500 Penalty: 4579.413574
	Iteration 39Q: 3 clusters Score -741352.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -741353.187500 Penalty: 4579.413574
	Iteration 40F: 3 clusters Score -741353.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -741353.687500 Penalty: 4579.413574
	Iteration 41Q: 3 clusters Score -741353.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -741355.125000 Penalty: 4579.413574
	Iteration 42Q: 3 clusters Score -741355.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -741355.687500 Penalty: 4579.413574
	Iteration 43Q: 3 clusters Score -741355.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -741358.062500 Penalty: 4579.413574
	Iteration 44Q: 3 clusters Score -741358.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -741359.312500 Penalty: 4579.413574
	Iteration 45Q: 3 clusters Score -741359.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -741359.187500 Penalty: 4579.413574
	Iteration 46Q: 3 clusters Score -741359.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -741362.312500 Penalty: 4579.413574
	Iteration 47Q: 3 clusters Score -741362.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -741363.187500 Penalty: 4579.413574
	Iteration 48Q: 3 clusters Score -741363.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -741363.875000 Penalty: 4579.413574
	Iteration 49Q: 3 clusters Score -741363.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -741366.312500 Penalty: 4579.413574
	Iteration 50Q: 3 clusters Score -741366.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -741367.250000 Penalty: 4579.413574
	Iteration 51Q: 3 clusters Score -741367.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -741369.500000 Penalty: 4579.413574
	Iteration 52Q: 3 clusters Score -741369.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -741368.437500 Penalty: 4579.413574
	Iteration 53Q: 3 clusters Score -741368.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -741368.437500 Penalty: 4579.413574
	Iteration 54F: 3 clusters Score -741368.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Entering Unmasked Estep 
Score: -133526.906250 Penalty: 1939.369385
	Iteration 0F: 2 clusters Score -133526.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -130657.507812 Penalty: 3878.738770
	Iteration 0F: 3 clusters Score -130657.5 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -131490.765625 Penalty: 3878.738770
	Iteration 1F: 3 clusters Score -131490.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -131784.375000 Penalty: 3878.738770
	Iteration 2F: 3 clusters Score -131784.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -131965.562500 Penalty: 3878.738770
	Iteration 3F: 3 clusters Score -131965.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -132115.093750 Penalty: 3878.738770
	Iteration 4F: 3 clusters Score -132115.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -132216.015625 Penalty: 3878.738770
	Iteration 5Q: 3 clusters Score -132216 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -132315.828125 Penalty: 3878.738770
	Iteration 6Q: 3 clusters Score -132315.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -132421.531250 Penalty: 3878.738770
	Iteration 7Q: 3 clusters Score -132421.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -132508.875000 Penalty: 3878.738770
	Iteration 8Q: 3 clusters Score -132508.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -132603.703125 Penalty: 3878.738770
	Iteration 9Q: 3 clusters Score -132603.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -132680.531250 Penalty: 3878.738770
	Iteration 10Q: 3 clusters Score -132680.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -132721.937500 Penalty: 3878.738770
	Iteration 11Q: 3 clusters Score -132721.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -132748.203125 Penalty: 3878.738770
	Iteration 12Q: 3 clusters Score -132748.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -132759.781250 Penalty: 3878.738770
	Iteration 13Q: 3 clusters Score -132759.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -132768.109375 Penalty: 3878.738770
	Iteration 14Q: 3 clusters Score -132768.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -132783.218750 Penalty: 3878.738770
	Iteration 15Q: 3 clusters Score -132783.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -132791.593750 Penalty: 3878.738770
	Iteration 16Q: 3 clusters Score -132791.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -132803.859375 Penalty: 3878.738770
	Iteration 17Q: 3 clusters Score -132803.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -132816.921875 Penalty: 3878.738770
	Iteration 18Q: 3 clusters Score -132816.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -132826.546875 Penalty: 3878.738770
	Iteration 19Q: 3 clusters Score -132826.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -132832.734375 Penalty: 3878.738770
	Iteration 20F: 3 clusters Score -132832.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -132844.359375 Penalty: 3878.738770
	Iteration 21Q: 3 clusters Score -132844.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -132858.312500 Penalty: 3878.738770
	Iteration 22Q: 3 clusters Score -132858.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -132863.546875 Penalty: 3878.738770
	Iteration 23Q: 3 clusters Score -132863.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -132866.093750 Penalty: 3878.738770
	Iteration 24Q: 3 clusters Score -132866.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -132867.750000 Penalty: 3878.738770
	Iteration 25Q: 3 clusters Score -132867.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -132868.625000 Penalty: 3878.738770
	Iteration 26Q: 3 clusters Score -132868.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -132868.625000 Penalty: 3878.738770
	Iteration 27F: 3 clusters Score -132868.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Entering Unmasked Estep 
Score: -3509055.000000 Penalty: 2665.488770
	Iteration 0F: 2 clusters Score -3509055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -3477798.000000 Penalty: 5330.977539
	Iteration 0F: 3 clusters Score -3477798 nChanged 21365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3489533.000000 Penalty: 5330.977539
	Iteration 1F: 3 clusters Score -3489533 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -3490070.500000 Penalty: 5330.977539
	Iteration 2Q: 3 clusters Score -3490070 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3490666.750000 Penalty: 5330.977539
	Iteration 3Q: 3 clusters Score -3490667 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -3491314.750000 Penalty: 5330.977539
	Iteration 4Q: 3 clusters Score -3491315 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -3492209.250000 Penalty: 5330.977539
	Iteration 5Q: 3 clusters Score -3492209 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -3493401.500000 Penalty: 5330.977539
	Iteration 6Q: 3 clusters Score -3493402 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -3494991.750000 Penalty: 5330.977539
	Iteration 7F: 3 clusters Score -3494992 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -3497149.000000 Penalty: 5330.977539
	Iteration 8F: 3 clusters Score -3497149 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -3499514.750000 Penalty: 5330.977539
	Iteration 9F: 3 clusters Score -3499515 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -3501570.000000 Penalty: 5330.977539
	Iteration 10F: 3 clusters Score -3501570 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -3502963.000000 Penalty: 5330.977539
	Iteration 11Q: 3 clusters Score -3502963 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -3503815.500000 Penalty: 5330.977539
	Iteration 12Q: 3 clusters Score -3503816 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -3504381.750000 Penalty: 5330.977539
	Iteration 13Q: 3 clusters Score -3504382 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -3504822.250000 Penalty: 5330.977539
	Iteration 14Q: 3 clusters Score -3504822 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -3505179.750000 Penalty: 5330.977539
	Iteration 15Q: 3 clusters Score -3505180 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -3505492.250000 Penalty: 5330.977539
	Iteration 16Q: 3 clusters Score -3505492 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -3505771.500000 Penalty: 5330.977539
	Iteration 17Q: 3 clusters Score -3505772 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -3506009.500000 Penalty: 5330.977539
	Iteration 18Q: 3 clusters Score -3506010 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -3506207.500000 Penalty: 5330.977539
	Iteration 19Q: 3 clusters Score -3506208 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -3506418.750000 Penalty: 5330.977539
	Iteration 20F: 3 clusters Score -3506419 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -3506580.000000 Penalty: 5330.977539
	Iteration 21Q: 3 clusters Score -3506580 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -3506721.250000 Penalty: 5330.977539
	Iteration 22Q: 3 clusters Score -3506721 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -3506863.250000 Penalty: 5330.977539
	Iteration 23Q: 3 clusters Score -3506863 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -3506962.500000 Penalty: 5330.977539
	Iteration 24Q: 3 clusters Score -3506962 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -3507060.250000 Penalty: 5330.977539
	Iteration 25Q: 3 clusters Score -3507060 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -3507141.750000 Penalty: 5330.977539
	Iteration 26Q: 3 clusters Score -3507142 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -3507225.000000 Penalty: 5330.977539
	Iteration 27Q: 3 clusters Score -3507225 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -3507300.750000 Penalty: 5330.977539
	Iteration 28Q: 3 clusters Score -3507301 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -3507369.500000 Penalty: 5330.977539
	Iteration 29Q: 3 clusters Score -3507370 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -3507431.500000 Penalty: 5330.977539
	Iteration 30Q: 3 clusters Score -3507432 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -3507488.500000 Penalty: 5330.977539
	Iteration 31Q: 3 clusters Score -3507488 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -3507524.500000 Penalty: 5330.977539
	Iteration 32Q: 3 clusters Score -3507524 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -3507564.000000 Penalty: 5330.977539
	Iteration 33Q: 3 clusters Score -3507564 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -3507570.000000 Penalty: 5330.977539
	Iteration 34Q: 3 clusters Score -3507570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -3507579.000000 Penalty: 5330.977539
	Iteration 35Q: 3 clusters Score -3507579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -3507586.000000 Penalty: 5330.977539
	Iteration 36Q: 3 clusters Score -3507586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -3507592.750000 Penalty: 5330.977539
	Iteration 37Q: 3 clusters Score -3507593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -3507595.500000 Penalty: 5330.977539
	Iteration 38Q: 3 clusters Score -3507596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -3507605.250000 Penalty: 5330.977539
	Iteration 39Q: 3 clusters Score -3507605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -3507617.250000 Penalty: 5330.977539
	Iteration 40F: 3 clusters Score -3507617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -3507615.500000 Penalty: 5330.977539
	Iteration 41Q: 3 clusters Score -3507616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -3507621.250000 Penalty: 5330.977539
	Iteration 42Q: 3 clusters Score -3507621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -3507626.750000 Penalty: 5330.977539
	Iteration 43Q: 3 clusters Score -3507627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -3507629.750000 Penalty: 5330.977539
	Iteration 44Q: 3 clusters Score -3507630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -3507630.000000 Penalty: 5330.977539
	Iteration 45Q: 3 clusters Score -3507630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -3507635.000000 Penalty: 5330.977539
	Iteration 46Q: 3 clusters Score -3507635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -3507637.750000 Penalty: 5330.977539
	Iteration 47Q: 3 clusters Score -3507638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -3507634.500000 Penalty: 5330.977539
	Iteration 48Q: 3 clusters Score -3507634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -3507641.000000 Penalty: 5330.977539
	Iteration 49Q: 3 clusters Score -3507641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -3507639.750000 Penalty: 5330.977539
	Iteration 50Q: 3 clusters Score -3507640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -3507642.000000 Penalty: 5330.977539
	Iteration 51Q: 3 clusters Score -3507642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -3507639.500000 Penalty: 5330.977539
	Iteration 52Q: 3 clusters Score -3507640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -3507643.250000 Penalty: 5330.977539
	Iteration 53Q: 3 clusters Score -3507643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -3507644.750000 Penalty: 5330.977539
	Iteration 54Q: 3 clusters Score -3507645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -3507646.000000 Penalty: 5330.977539
	Iteration 55Q: 3 clusters Score -3507646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -3507644.500000 Penalty: 5330.977539
	Iteration 56Q: 3 clusters Score -3507644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -3507653.250000 Penalty: 5330.977539
	Iteration 57Q: 3 clusters Score -3507653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -3507654.000000 Penalty: 5330.977539
	Iteration 58Q: 3 clusters Score -3507654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -3507649.750000 Penalty: 5330.977539
	Iteration 59Q: 3 clusters Score -3507650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -3507652.500000 Penalty: 5330.977539
	Iteration 60F: 3 clusters Score -3507652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -3507658.250000 Penalty: 5330.977539
	Iteration 61Q: 3 clusters Score -3507658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -3507668.750000 Penalty: 5330.977539
	Iteration 62Q: 3 clusters Score -3507669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -3507676.000000 Penalty: 5330.977539
	Iteration 63Q: 3 clusters Score -3507676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -3507683.750000 Penalty: 5330.977539
	Iteration 64Q: 3 clusters Score -3507684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -3507690.250000 Penalty: 5330.977539
	Iteration 65Q: 3 clusters Score -3507690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -3507688.750000 Penalty: 5330.977539
	Iteration 66Q: 3 clusters Score -3507689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -3507690.250000 Penalty: 5330.977539
	Iteration 67Q: 3 clusters Score -3507690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -3507694.000000 Penalty: 5330.977539
	Iteration 68Q: 3 clusters Score -3507694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -3507700.500000 Penalty: 5330.977539
	Iteration 69Q: 3 clusters Score -3507700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -3507697.500000 Penalty: 5330.977539
	Iteration 70Q: 3 clusters Score -3507698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -3507701.250000 Penalty: 5330.977539
	Iteration 71Q: 3 clusters Score -3507701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -3507701.500000 Penalty: 5330.977539
	Iteration 72Q: 3 clusters Score -3507702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -3507702.250000 Penalty: 5330.977539
	Iteration 73Q: 3 clusters Score -3507702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -3507701.500000 Penalty: 5330.977539
	Iteration 74Q: 3 clusters Score -3507702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -3507701.750000 Penalty: 5330.977539
	Iteration 75Q: 3 clusters Score -3507702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -3507701.750000 Penalty: 5330.977539
	Iteration 76F: 3 clusters Score -3507702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Entering Unmasked Estep 
Score: -221114.265625 Penalty: 1996.969604
	Iteration 0F: 2 clusters Score -221114.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -217800.812500 Penalty: 3993.939209
	Iteration 0F: 3 clusters Score -217800.8 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -218491.343750 Penalty: 3993.939209
	Iteration 1F: 3 clusters Score -218491.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -218655.921875 Penalty: 3993.939209
	Iteration 2F: 3 clusters Score -218655.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -218782.203125 Penalty: 3993.939209
	Iteration 3Q: 3 clusters Score -218782.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -218914.437500 Penalty: 3993.939209
	Iteration 4Q: 3 clusters Score -218914.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -219049.390625 Penalty: 3993.939209
	Iteration 5Q: 3 clusters Score -219049.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -219191.375000 Penalty: 3993.939209
	Iteration 6Q: 3 clusters Score -219191.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -219341.750000 Penalty: 3993.939209
	Iteration 7Q: 3 clusters Score -219341.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -219535.437500 Penalty: 3993.939209
	Iteration 8Q: 3 clusters Score -219535.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -219764.875000 Penalty: 3993.939209
	Iteration 9Q: 3 clusters Score -219764.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -219993.921875 Penalty: 3993.939209
	Iteration 10F: 3 clusters Score -219993.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -220203.468750 Penalty: 3993.939209
	Iteration 11F: 3 clusters Score -220203.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -220378.484375 Penalty: 3993.939209
	Iteration 12Q: 3 clusters Score -220378.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -220473.140625 Penalty: 3993.939209
	Iteration 13Q: 3 clusters Score -220473.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -220543.484375 Penalty: 3993.939209
	Iteration 14Q: 3 clusters Score -220543.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -220575.859375 Penalty: 3993.939209
	Iteration 15Q: 3 clusters Score -220575.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -220592.843750 Penalty: 3993.939209
	Iteration 16Q: 3 clusters Score -220592.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -220603.171875 Penalty: 3993.939209
	Iteration 17Q: 3 clusters Score -220603.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -220617.421875 Penalty: 3993.939209
	Iteration 18Q: 3 clusters Score -220617.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -220633.109375 Penalty: 3993.939209
	Iteration 19Q: 3 clusters Score -220633.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -220646.859375 Penalty: 3993.939209
	Iteration 20F: 3 clusters Score -220646.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -220665.281250 Penalty: 3993.939209
	Iteration 21Q: 3 clusters Score -220665.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -220679.312500 Penalty: 3993.939209
	Iteration 22Q: 3 clusters Score -220679.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -220699.015625 Penalty: 3993.939209
	Iteration 23Q: 3 clusters Score -220699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -220728.968750 Penalty: 3993.939209
	Iteration 24Q: 3 clusters Score -220729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -220765.593750 Penalty: 3993.939209
	Iteration 25Q: 3 clusters Score -220765.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -220789.296875 Penalty: 3993.939209
	Iteration 26Q: 3 clusters Score -220789.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -220802.234375 Penalty: 3993.939209
	Iteration 27Q: 3 clusters Score -220802.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -220819.234375 Penalty: 3993.939209
	Iteration 28Q: 3 clusters Score -220819.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -220834.046875 Penalty: 3993.939209
	Iteration 29Q: 3 clusters Score -220834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -220843.765625 Penalty: 3993.939209
	Iteration 30Q: 3 clusters Score -220843.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -220850.093750 Penalty: 3993.939209
	Iteration 31Q: 3 clusters Score -220850.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -220852.687500 Penalty: 3993.939209
	Iteration 32Q: 3 clusters Score -220852.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -220853.828125 Penalty: 3993.939209
	Iteration 33Q: 3 clusters Score -220853.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -220853.828125 Penalty: 3993.939209
	Iteration 34F: 3 clusters Score -220853.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Entering Unmasked Estep 
Score: -496856.718750 Penalty: 2185.953857
	Iteration 0F: 2 clusters Score -496856.7 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 3317 members 
Entering Unmasked Estep 
Score: -491252.125000 Penalty: 4371.907715
	Iteration 0F: 3 clusters Score -491252.1 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -492925.593750 Penalty: 4371.907715
	Iteration 1F: 3 clusters Score -492925.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -493348.062500 Penalty: 4371.907715
	Iteration 2F: 3 clusters Score -493348.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -493615.812500 Penalty: 4371.907715
	Iteration 3F: 3 clusters Score -493615.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -493823.625000 Penalty: 4371.907715
	Iteration 4F: 3 clusters Score -493823.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -494006.968750 Penalty: 4371.907715
	Iteration 5Q: 3 clusters Score -494007 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -494165.875000 Penalty: 4371.907715
	Iteration 6Q: 3 clusters Score -494165.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -494315.906250 Penalty: 4371.907715
	Iteration 7Q: 3 clusters Score -494315.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -494472.312500 Penalty: 4371.907715
	Iteration 8Q: 3 clusters Score -494472.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -494620.625000 Penalty: 4371.907715
	Iteration 9Q: 3 clusters Score -494620.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -494769.093750 Penalty: 4371.907715
	Iteration 10Q: 3 clusters Score -494769.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -494922.156250 Penalty: 4371.907715
	Iteration 11Q: 3 clusters Score -494922.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -495044.593750 Penalty: 4371.907715
	Iteration 12Q: 3 clusters Score -495044.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -495144.906250 Penalty: 4371.907715
	Iteration 13Q: 3 clusters Score -495144.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -495234.406250 Penalty: 4371.907715
	Iteration 14Q: 3 clusters Score -495234.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -495310.312500 Penalty: 4371.907715
	Iteration 15Q: 3 clusters Score -495310.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -495367.343750 Penalty: 4371.907715
	Iteration 16Q: 3 clusters Score -495367.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -495407.687500 Penalty: 4371.907715
	Iteration 17Q: 3 clusters Score -495407.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -495448.906250 Penalty: 4371.907715
	Iteration 18Q: 3 clusters Score -495448.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -495500.281250 Penalty: 4371.907715
	Iteration 19Q: 3 clusters Score -495500.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -495546.156250 Penalty: 4371.907715
	Iteration 20F: 3 clusters Score -495546.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -495583.500000 Penalty: 4371.907715
	Iteration 21Q: 3 clusters Score -495583.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -495618.031250 Penalty: 4371.907715
	Iteration 22Q: 3 clusters Score -495618 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -495652.437500 Penalty: 4371.907715
	Iteration 23Q: 3 clusters Score -495652.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -495674.968750 Penalty: 4371.907715
	Iteration 24Q: 3 clusters Score -495675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -495696.187500 Penalty: 4371.907715
	Iteration 25Q: 3 clusters Score -495696.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -495722.000000 Penalty: 4371.907715
	Iteration 26Q: 3 clusters Score -495722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -495743.156250 Penalty: 4371.907715
	Iteration 27Q: 3 clusters Score -495743.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -495758.812500 Penalty: 4371.907715
	Iteration 28Q: 3 clusters Score -495758.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -495770.687500 Penalty: 4371.907715
	Iteration 29Q: 3 clusters Score -495770.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -495775.656250 Penalty: 4371.907715
	Iteration 30Q: 3 clusters Score -495775.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -495779.437500 Penalty: 4371.907715
	Iteration 31Q: 3 clusters Score -495779.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -495783.218750 Penalty: 4371.907715
	Iteration 32Q: 3 clusters Score -495783.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -495787.843750 Penalty: 4371.907715
	Iteration 33Q: 3 clusters Score -495787.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -495789.843750 Penalty: 4371.907715
	Iteration 34Q: 3 clusters Score -495789.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -495795.062500 Penalty: 4371.907715
	Iteration 35Q: 3 clusters Score -495795.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -495801.562500 Penalty: 4371.907715
	Iteration 36Q: 3 clusters Score -495801.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -495811.843750 Penalty: 4371.907715
	Iteration 37Q: 3 clusters Score -495811.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -495826.406250 Penalty: 4371.907715
	Iteration 38Q: 3 clusters Score -495826.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -495855.062500 Penalty: 4371.907715
	Iteration 39Q: 3 clusters Score -495855.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -495903.125000 Penalty: 4371.907715
	Iteration 40F: 3 clusters Score -495903.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -495987.343750 Penalty: 4371.907715
	Iteration 41Q: 3 clusters Score -495987.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -496079.593750 Penalty: 4371.907715
	Iteration 42Q: 3 clusters Score -496079.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -496130.000000 Penalty: 4371.907715
	Iteration 43Q: 3 clusters Score -496130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -496150.843750 Penalty: 4371.907715
	Iteration 44Q: 3 clusters Score -496150.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -496159.343750 Penalty: 4371.907715
	Iteration 45Q: 3 clusters Score -496159.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -496167.562500 Penalty: 4371.907715
	Iteration 46Q: 3 clusters Score -496167.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -496173.000000 Penalty: 4371.907715
	Iteration 47Q: 3 clusters Score -496173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -496179.375000 Penalty: 4371.907715
	Iteration 48Q: 3 clusters Score -496179.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -496181.218750 Penalty: 4371.907715
	Iteration 49Q: 3 clusters Score -496181.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -496183.125000 Penalty: 4371.907715
	Iteration 50Q: 3 clusters Score -496183.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -496184.968750 Penalty: 4371.907715
	Iteration 51Q: 3 clusters Score -496185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -496189.062500 Penalty: 4371.907715
	Iteration 52Q: 3 clusters Score -496189.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -496192.843750 Penalty: 4371.907715
	Iteration 53Q: 3 clusters Score -496192.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -496194.500000 Penalty: 4371.907715
	Iteration 54Q: 3 clusters Score -496194.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -496196.437500 Penalty: 4371.907715
	Iteration 55Q: 3 clusters Score -496196.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -496196.843750 Penalty: 4371.907715
	Iteration 56Q: 3 clusters Score -496196.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -496196.843750 Penalty: 4371.907715
	Iteration 57F: 3 clusters Score -496196.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (206880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206880 members 
Entering Unmasked Estep 
Score: -15476583.000000 Penalty: 3035.493652
	Iteration 0F: 2 clusters Score -1.547658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103113 members 
Mstep: Class 2 contains 103767 members 
Entering Unmasked Estep 
Score: -15337746.000000 Penalty: 6070.987305
	Iteration 0F: 3 clusters Score -1.533775e+07 nChanged 99521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95796 members 
Mstep: Class 2 contains 111084 members 
Entering Unmasked Estep 
Score: -15396710.000000 Penalty: 6070.987305
	Iteration 1F: 3 clusters Score -1.539671e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90683 members 
Mstep: Class 2 contains 116197 members 
Entering Unmasked Estep 
Score: -15399148.000000 Penalty: 6070.987305
	Iteration 2Q: 3 clusters Score -1.539915e+07 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82665 members 
Mstep: Class 2 contains 124215 members 
Entering Unmasked Estep 
Score: -15403754.000000 Penalty: 6070.987305
	Iteration 3Q: 3 clusters Score -1.540375e+07 nChanged 13497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70980 members 
Mstep: Class 2 contains 135900 members 
Entering Unmasked Estep 
Score: -15411859.000000 Penalty: 6070.987305
	Iteration 4F: 3 clusters Score -1.541186e+07 nChanged 16611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55727 members 
Mstep: Class 2 contains 151153 members 
Entering Unmasked Estep 
Score: -15424650.000000 Penalty: 6070.987305
	Iteration 5F: 3 clusters Score -1.542465e+07 nChanged 17509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 167766 members 
Entering Unmasked Estep 
Score: -15439488.000000 Penalty: 6070.987305
	Iteration 6F: 3 clusters Score -1.543949e+07 nChanged 14986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 182406 members 
Entering Unmasked Estep 
Score: -15452765.000000 Penalty: 6070.987305
	Iteration 7F: 3 clusters Score -1.545276e+07 nChanged 10912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 193234 members 
Entering Unmasked Estep 
Score: -15462429.000000 Penalty: 6070.987305
	Iteration 8F: 3 clusters Score -1.546243e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 200065 members 
Entering Unmasked Estep 
Score: -15468769.000000 Penalty: 6070.987305
	Iteration 9Q: 3 clusters Score -1.546877e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 203623 members 
Entering Unmasked Estep 
Score: -15471911.000000 Penalty: 6070.987305
	Iteration 10Q: 3 clusters Score -1.547191e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 205100 members 
Entering Unmasked Estep 
Score: -15473130.000000 Penalty: 6070.987305
	Iteration 11Q: 3 clusters Score -1.547313e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 205658 members 
Entering Unmasked Estep 
Score: -15473513.000000 Penalty: 6070.987305
	Iteration 12Q: 3 clusters Score -1.547351e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 205905 members 
Entering Unmasked Estep 
Score: -15473683.000000 Penalty: 6070.987305
	Iteration 13Q: 3 clusters Score -1.547368e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 206025 members 
Entering Unmasked Estep 
Score: -15473850.000000 Penalty: 6070.987305
	Iteration 14Q: 3 clusters Score -1.547385e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 206086 members 
Entering Unmasked Estep 
Score: -15473933.000000 Penalty: 6070.987305
	Iteration 15Q: 3 clusters Score -1.547393e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 206114 members 
Entering Unmasked Estep 
Score: -15473980.000000 Penalty: 6070.987305
	Iteration 16Q: 3 clusters Score -1.547398e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 206139 members 
Entering Unmasked Estep 
Score: -15474010.000000 Penalty: 6070.987305
	Iteration 17Q: 3 clusters Score -1.547401e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 206147 members 
Entering Unmasked Estep 
Score: -15474012.000000 Penalty: 6070.987305
	Iteration 18Q: 3 clusters Score -1.547401e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 206149 members 
Entering Unmasked Estep 
Score: -15474014.000000 Penalty: 6070.987305
	Iteration 19Q: 3 clusters Score -1.547401e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 206160 members 
Entering Unmasked Estep 
Score: -15474033.000000 Penalty: 6070.987305
	Iteration 20F: 3 clusters Score -1.547403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 206174 members 
Entering Unmasked Estep 
Score: -15474023.000000 Penalty: 6070.987305
	Iteration 21Q: 3 clusters Score -1.547402e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 206176 members 
Entering Unmasked Estep 
Score: -15474052.000000 Penalty: 6070.987305
	Iteration 22Q: 3 clusters Score -1.547405e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 206176 members 
Entering Unmasked Estep 
Score: -15474046.000000 Penalty: 6070.987305
	Iteration 23Q: 3 clusters Score -1.547405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 206174 members 
Entering Unmasked Estep 
Score: -15474049.000000 Penalty: 6070.987305
	Iteration 24Q: 3 clusters Score -1.547405e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 206180 members 
Entering Unmasked Estep 
Score: -15474063.000000 Penalty: 6070.987305
	Iteration 25Q: 3 clusters Score -1.547406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 206179 members 
Entering Unmasked Estep 
Score: -15474058.000000 Penalty: 6070.987305
	Iteration 26Q: 3 clusters Score -1.547406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 206179 members 
Entering Unmasked Estep 
Score: -15474065.000000 Penalty: 6070.987305
	Iteration 27Q: 3 clusters Score -1.547406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 206181 members 
Entering Unmasked Estep 
Score: -15474069.000000 Penalty: 6070.987305
	Iteration 28Q: 3 clusters Score -1.547407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 206181 members 
Entering Unmasked Estep 
Score: -15474066.000000 Penalty: 6070.987305
	Iteration 29Q: 3 clusters Score -1.547407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 206183 members 
Entering Unmasked Estep 
Score: -15474081.000000 Penalty: 6070.987305
	Iteration 30Q: 3 clusters Score -1.547408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 206185 members 
Entering Unmasked Estep 
Score: -15474078.000000 Penalty: 6070.987305
	Iteration 31Q: 3 clusters Score -1.547408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 206186 members 
Entering Unmasked Estep 
Score: -15474077.000000 Penalty: 6070.987305
	Iteration 32Q: 3 clusters Score -1.547408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 206185 members 
Entering Unmasked Estep 
Score: -15474086.000000 Penalty: 6070.987305
	Iteration 33Q: 3 clusters Score -1.547409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 206185 members 
Entering Unmasked Estep 
Score: -15474086.000000 Penalty: 6070.987305
	Iteration 34F: 3 clusters Score -1.547409e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Entering Unmasked Estep 
Score: -1789568.625000 Penalty: 2492.873047
	Iteration 0F: 2 clusters Score -1789569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1773328.750000 Penalty: 4985.746094
	Iteration 0F: 3 clusters Score -1773329 nChanged 10402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1779072.875000 Penalty: 4985.746094
	Iteration 1F: 3 clusters Score -1779073 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1779538.625000 Penalty: 4985.746094
	Iteration 2F: 3 clusters Score -1779539 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1779947.000000 Penalty: 4985.746094
	Iteration 3Q: 3 clusters Score -1779947 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1780390.125000 Penalty: 4985.746094
	Iteration 4Q: 3 clusters Score -1780390 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1780983.500000 Penalty: 4985.746094
	Iteration 5Q: 3 clusters Score -1780984 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1781805.375000 Penalty: 4985.746094
	Iteration 6F: 3 clusters Score -1781805 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1782873.500000 Penalty: 4985.746094
	Iteration 7F: 3 clusters Score -1782874 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1784065.875000 Penalty: 4985.746094
	Iteration 8F: 3 clusters Score -1784066 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1785168.375000 Penalty: 4985.746094
	Iteration 9F: 3 clusters Score -1785168 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1785914.625000 Penalty: 4985.746094
	Iteration 10Q: 3 clusters Score -1785915 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1786402.625000 Penalty: 4985.746094
	Iteration 11Q: 3 clusters Score -1786403 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1786728.000000 Penalty: 4985.746094
	Iteration 12Q: 3 clusters Score -1786728 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1786945.625000 Penalty: 4985.746094
	Iteration 13Q: 3 clusters Score -1786946 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1787129.000000 Penalty: 4985.746094
	Iteration 14Q: 3 clusters Score -1787129 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1787261.750000 Penalty: 4985.746094
	Iteration 15Q: 3 clusters Score -1787262 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1787334.625000 Penalty: 4985.746094
	Iteration 16Q: 3 clusters Score -1787335 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1787381.875000 Penalty: 4985.746094
	Iteration 17Q: 3 clusters Score -1787382 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1787422.375000 Penalty: 4985.746094
	Iteration 18Q: 3 clusters Score -1787422 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1787443.125000 Penalty: 4985.746094
	Iteration 19Q: 3 clusters Score -1787443 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1787474.250000 Penalty: 4985.746094
	Iteration 20F: 3 clusters Score -1787474 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1787488.750000 Penalty: 4985.746094
	Iteration 21Q: 3 clusters Score -1787489 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1787523.875000 Penalty: 4985.746094
	Iteration 22Q: 3 clusters Score -1787524 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1787550.125000 Penalty: 4985.746094
	Iteration 23Q: 3 clusters Score -1787550 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1787565.875000 Penalty: 4985.746094
	Iteration 24Q: 3 clusters Score -1787566 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1787575.750000 Penalty: 4985.746094
	Iteration 25Q: 3 clusters Score -1787576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1787586.125000 Penalty: 4985.746094
	Iteration 26Q: 3 clusters Score -1787586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1787591.750000 Penalty: 4985.746094
	Iteration 27Q: 3 clusters Score -1787592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1787598.500000 Penalty: 4985.746094
	Iteration 28Q: 3 clusters Score -1787598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1787611.125000 Penalty: 4985.746094
	Iteration 29Q: 3 clusters Score -1787611 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1787624.625000 Penalty: 4985.746094
	Iteration 30Q: 3 clusters Score -1787625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1787631.375000 Penalty: 4985.746094
	Iteration 31Q: 3 clusters Score -1787631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1787637.750000 Penalty: 4985.746094
	Iteration 32Q: 3 clusters Score -1787638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1787637.125000 Penalty: 4985.746094
	Iteration 33Q: 3 clusters Score -1787637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1787642.250000 Penalty: 4985.746094
	Iteration 34Q: 3 clusters Score -1787642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1787640.750000 Penalty: 4985.746094
	Iteration 35Q: 3 clusters Score -1787641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1787645.375000 Penalty: 4985.746094
	Iteration 36Q: 3 clusters Score -1787645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1787652.500000 Penalty: 4985.746094
	Iteration 37Q: 3 clusters Score -1787652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1787653.125000 Penalty: 4985.746094
	Iteration 38Q: 3 clusters Score -1787653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1787656.750000 Penalty: 4985.746094
	Iteration 39Q: 3 clusters Score -1787657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1787663.625000 Penalty: 4985.746094
	Iteration 40F: 3 clusters Score -1787664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1787666.125000 Penalty: 4985.746094
	Iteration 41Q: 3 clusters Score -1787666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1787670.375000 Penalty: 4985.746094
	Iteration 42Q: 3 clusters Score -1787670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1787674.625000 Penalty: 4985.746094
	Iteration 43Q: 3 clusters Score -1787675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1787678.125000 Penalty: 4985.746094
	Iteration 44Q: 3 clusters Score -1787678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1787679.125000 Penalty: 4985.746094
	Iteration 45Q: 3 clusters Score -1787679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1787681.125000 Penalty: 4985.746094
	Iteration 46Q: 3 clusters Score -1787681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1787679.750000 Penalty: 4985.746094
	Iteration 47Q: 3 clusters Score -1787680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1787683.750000 Penalty: 4985.746094
	Iteration 48Q: 3 clusters Score -1787684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1787684.625000 Penalty: 4985.746094
	Iteration 49Q: 3 clusters Score -1787685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1787684.625000 Penalty: 4985.746094
	Iteration 50F: 3 clusters Score -1787685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Entering Unmasked Estep 
Score: -146960.750000 Penalty: 1897.241943
	Iteration 0F: 2 clusters Score -146960.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -144227.437500 Penalty: 3794.483887
	Iteration 0F: 3 clusters Score -144227.4 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -144757.484375 Penalty: 3794.483887
	Iteration 1F: 3 clusters Score -144757.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -144880.937500 Penalty: 3794.483887
	Iteration 2F: 3 clusters Score -144880.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -144954.250000 Penalty: 3794.483887
	Iteration 3Q: 3 clusters Score -144954.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -145015.937500 Penalty: 3794.483887
	Iteration 4Q: 3 clusters Score -145015.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -145060.046875 Penalty: 3794.483887
	Iteration 5Q: 3 clusters Score -145060 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -145101.734375 Penalty: 3794.483887
	Iteration 6Q: 3 clusters Score -145101.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -145131.687500 Penalty: 3794.483887
	Iteration 7Q: 3 clusters Score -145131.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -145149.015625 Penalty: 3794.483887
	Iteration 8Q: 3 clusters Score -145149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -145167.562500 Penalty: 3794.483887
	Iteration 9Q: 3 clusters Score -145167.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -145187.250000 Penalty: 3794.483887
	Iteration 10Q: 3 clusters Score -145187.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -145203.062500 Penalty: 3794.483887
	Iteration 11Q: 3 clusters Score -145203.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -145214.531250 Penalty: 3794.483887
	Iteration 12Q: 3 clusters Score -145214.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -145224.312500 Penalty: 3794.483887
	Iteration 13Q: 3 clusters Score -145224.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -145236.125000 Penalty: 3794.483887
	Iteration 14Q: 3 clusters Score -145236.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -145249.062500 Penalty: 3794.483887
	Iteration 15Q: 3 clusters Score -145249.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -145258.640625 Penalty: 3794.483887
	Iteration 16Q: 3 clusters Score -145258.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -145266.406250 Penalty: 3794.483887
	Iteration 17Q: 3 clusters Score -145266.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -145271.953125 Penalty: 3794.483887
	Iteration 18Q: 3 clusters Score -145272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -145275.546875 Penalty: 3794.483887
	Iteration 19Q: 3 clusters Score -145275.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -145277.437500 Penalty: 3794.483887
	Iteration 20F: 3 clusters Score -145277.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -145284.375000 Penalty: 3794.483887
	Iteration 21Q: 3 clusters Score -145284.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -145292.046875 Penalty: 3794.483887
	Iteration 22Q: 3 clusters Score -145292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -145297.296875 Penalty: 3794.483887
	Iteration 23Q: 3 clusters Score -145297.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -145305.796875 Penalty: 3794.483887
	Iteration 24Q: 3 clusters Score -145305.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -145308.703125 Penalty: 3794.483887
	Iteration 25Q: 3 clusters Score -145308.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -145311.531250 Penalty: 3794.483887
	Iteration 26Q: 3 clusters Score -145311.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -145315.921875 Penalty: 3794.483887
	Iteration 27Q: 3 clusters Score -145315.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -145319.468750 Penalty: 3794.483887
	Iteration 28Q: 3 clusters Score -145319.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -145324.187500 Penalty: 3794.483887
	Iteration 29Q: 3 clusters Score -145324.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -145332.281250 Penalty: 3794.483887
	Iteration 30Q: 3 clusters Score -145332.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -145340.656250 Penalty: 3794.483887
	Iteration 31Q: 3 clusters Score -145340.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -145346.156250 Penalty: 3794.483887
	Iteration 32Q: 3 clusters Score -145346.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -145348.718750 Penalty: 3794.483887
	Iteration 33Q: 3 clusters Score -145348.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -145349.859375 Penalty: 3794.483887
	Iteration 34Q: 3 clusters Score -145349.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -145350.234375 Penalty: 3794.483887
	Iteration 35Q: 3 clusters Score -145350.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -145350.234375 Penalty: 3794.483887
	Iteration 36F: 3 clusters Score -145350.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Entering Unmasked Estep 
Score: -412524.781250 Penalty: 2145.627441
	Iteration 0F: 2 clusters Score -412524.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -407546.312500 Penalty: 4291.254883
	Iteration 0F: 3 clusters Score -407546.3 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -408832.750000 Penalty: 4291.254883
	Iteration 1F: 3 clusters Score -408832.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -409078.187500 Penalty: 4291.254883
	Iteration 2F: 3 clusters Score -409078.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -409281.312500 Penalty: 4291.254883
	Iteration 3F: 3 clusters Score -409281.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -409461.531250 Penalty: 4291.254883
	Iteration 4Q: 3 clusters Score -409461.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -409648.281250 Penalty: 4291.254883
	Iteration 5Q: 3 clusters Score -409648.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -409844.843750 Penalty: 4291.254883
	Iteration 6Q: 3 clusters Score -409844.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -410033.875000 Penalty: 4291.254883
	Iteration 7Q: 3 clusters Score -410033.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -410211.937500 Penalty: 4291.254883
	Iteration 8Q: 3 clusters Score -410211.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -410364.000000 Penalty: 4291.254883
	Iteration 9Q: 3 clusters Score -410364 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -410484.718750 Penalty: 4291.254883
	Iteration 10Q: 3 clusters Score -410484.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -410604.750000 Penalty: 4291.254883
	Iteration 11Q: 3 clusters Score -410604.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -410718.656250 Penalty: 4291.254883
	Iteration 12Q: 3 clusters Score -410718.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -410806.843750 Penalty: 4291.254883
	Iteration 13Q: 3 clusters Score -410806.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -410914.656250 Penalty: 4291.254883
	Iteration 14Q: 3 clusters Score -410914.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -411038.437500 Penalty: 4291.254883
	Iteration 15Q: 3 clusters Score -411038.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -411140.500000 Penalty: 4291.254883
	Iteration 16Q: 3 clusters Score -411140.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -411221.281250 Penalty: 4291.254883
	Iteration 17Q: 3 clusters Score -411221.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -411278.000000 Penalty: 4291.254883
	Iteration 18Q: 3 clusters Score -411278 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -411310.375000 Penalty: 4291.254883
	Iteration 19Q: 3 clusters Score -411310.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -411350.156250 Penalty: 4291.254883
	Iteration 20F: 3 clusters Score -411350.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -411373.062500 Penalty: 4291.254883
	Iteration 21Q: 3 clusters Score -411373.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -411389.781250 Penalty: 4291.254883
	Iteration 22Q: 3 clusters Score -411389.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -411409.062500 Penalty: 4291.254883
	Iteration 23Q: 3 clusters Score -411409.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -411418.687500 Penalty: 4291.254883
	Iteration 24Q: 3 clusters Score -411418.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -411422.812500 Penalty: 4291.254883
	Iteration 25Q: 3 clusters Score -411422.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -411426.031250 Penalty: 4291.254883
	Iteration 26Q: 3 clusters Score -411426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -411429.312500 Penalty: 4291.254883
	Iteration 27Q: 3 clusters Score -411429.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -411428.812500 Penalty: 4291.254883
	Iteration 28Q: 3 clusters Score -411428.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -411428.812500 Penalty: 4291.254883
	Iteration 29Q: 3 clusters Score -411428.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -411429.031250 Penalty: 4291.254883
	Iteration 30Q: 3 clusters Score -411429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -411430.062500 Penalty: 4291.254883
	Iteration 31Q: 3 clusters Score -411430.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -411430.593750 Penalty: 4291.254883
	Iteration 32Q: 3 clusters Score -411430.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -411431.343750 Penalty: 4291.254883
	Iteration 33Q: 3 clusters Score -411431.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -411430.937500 Penalty: 4291.254883
	Iteration 34Q: 3 clusters Score -411430.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -411430.875000 Penalty: 4291.254883
	Iteration 35Q: 3 clusters Score -411430.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -411430.875000 Penalty: 4291.254883
	Iteration 36F: 3 clusters Score -411430.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -89310.484375 Penalty: 1773.568359
	Iteration 0F: 2 clusters Score -89310.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -87184.257812 Penalty: 3547.136719
	Iteration 0F: 3 clusters Score -87184.26 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -87528.632812 Penalty: 3547.136719
	Iteration 1F: 3 clusters Score -87528.63 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -87638.875000 Penalty: 3547.136719
	Iteration 2F: 3 clusters Score -87638.88 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -87695.257812 Penalty: 3547.136719
	Iteration 3Q: 3 clusters Score -87695.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -87734.273438 Penalty: 3547.136719
	Iteration 4Q: 3 clusters Score -87734.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -87764.671875 Penalty: 3547.136719
	Iteration 5Q: 3 clusters Score -87764.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -87790.070312 Penalty: 3547.136719
	Iteration 6Q: 3 clusters Score -87790.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -87816.601562 Penalty: 3547.136719
	Iteration 7Q: 3 clusters Score -87816.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -87834.984375 Penalty: 3547.136719
	Iteration 8Q: 3 clusters Score -87834.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -87857.023438 Penalty: 3547.136719
	Iteration 9Q: 3 clusters Score -87857.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -87882.187500 Penalty: 3547.136719
	Iteration 10Q: 3 clusters Score -87882.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -87922.804688 Penalty: 3547.136719
	Iteration 11Q: 3 clusters Score -87922.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -87975.476562 Penalty: 3547.136719
	Iteration 12Q: 3 clusters Score -87975.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -88027.882812 Penalty: 3547.136719
	Iteration 13Q: 3 clusters Score -88027.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -88071.921875 Penalty: 3547.136719
	Iteration 14Q: 3 clusters Score -88071.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -88109.914062 Penalty: 3547.136719
	Iteration 15Q: 3 clusters Score -88109.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -88153.101562 Penalty: 3547.136719
	Iteration 16Q: 3 clusters Score -88153.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -88199.242188 Penalty: 3547.136719
	Iteration 17Q: 3 clusters Score -88199.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -88230.171875 Penalty: 3547.136719
	Iteration 18Q: 3 clusters Score -88230.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -88248.023438 Penalty: 3547.136719
	Iteration 19Q: 3 clusters Score -88248.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -88264.117188 Penalty: 3547.136719
	Iteration 20F: 3 clusters Score -88264.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -88275.460938 Penalty: 3547.136719
	Iteration 21Q: 3 clusters Score -88275.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -88286.312500 Penalty: 3547.136719
	Iteration 22Q: 3 clusters Score -88286.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -88299.070312 Penalty: 3547.136719
	Iteration 23Q: 3 clusters Score -88299.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -88312.289062 Penalty: 3547.136719
	Iteration 24Q: 3 clusters Score -88312.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -88331.187500 Penalty: 3547.136719
	Iteration 25Q: 3 clusters Score -88331.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -88353.945312 Penalty: 3547.136719
	Iteration 26Q: 3 clusters Score -88353.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -88376.984375 Penalty: 3547.136719
	Iteration 27Q: 3 clusters Score -88376.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -88403.250000 Penalty: 3547.136719
	Iteration 28Q: 3 clusters Score -88403.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -88433.507812 Penalty: 3547.136719
	Iteration 29Q: 3 clusters Score -88433.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -88458.710938 Penalty: 3547.136719
	Iteration 30Q: 3 clusters Score -88458.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -88480.664062 Penalty: 3547.136719
	Iteration 31Q: 3 clusters Score -88480.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -88496.320312 Penalty: 3547.136719
	Iteration 32Q: 3 clusters Score -88496.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -88506.289062 Penalty: 3547.136719
	Iteration 33Q: 3 clusters Score -88506.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -88508.593750 Penalty: 3547.136719
	Iteration 34Q: 3 clusters Score -88508.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -88511.757812 Penalty: 3547.136719
	Iteration 35Q: 3 clusters Score -88511.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -88512.335938 Penalty: 3547.136719
	Iteration 36Q: 3 clusters Score -88512.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -88512.335938 Penalty: 3547.136719
	Iteration 37F: 3 clusters Score -88512.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Entering Unmasked Estep 
Score: -2136441.000000 Penalty: 2544.368896
	Iteration 0F: 2 clusters Score -2136441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2116846.750000 Penalty: 5088.737793
	Iteration 0F: 3 clusters Score -2116847 nChanged 12842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2123855.500000 Penalty: 5088.737793
	Iteration 1F: 3 clusters Score -2123856 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2124266.750000 Penalty: 5088.737793
	Iteration 2Q: 3 clusters Score -2124267 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2124621.250000 Penalty: 5088.737793
	Iteration 3Q: 3 clusters Score -2124621 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2125102.000000 Penalty: 5088.737793
	Iteration 4Q: 3 clusters Score -2125102 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2125745.750000 Penalty: 5088.737793
	Iteration 5Q: 3 clusters Score -2125746 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2126685.750000 Penalty: 5088.737793
	Iteration 6F: 3 clusters Score -2126686 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2127879.750000 Penalty: 5088.737793
	Iteration 7F: 3 clusters Score -2127880 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2129216.750000 Penalty: 5088.737793
	Iteration 8F: 3 clusters Score -2129217 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2130364.500000 Penalty: 5088.737793
	Iteration 9F: 3 clusters Score -2130364 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2131159.000000 Penalty: 5088.737793
	Iteration 10Q: 3 clusters Score -2131159 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2131656.250000 Penalty: 5088.737793
	Iteration 11Q: 3 clusters Score -2131656 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2131984.000000 Penalty: 5088.737793
	Iteration 12Q: 3 clusters Score -2131984 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2132191.500000 Penalty: 5088.737793
	Iteration 13Q: 3 clusters Score -2132192 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2132368.750000 Penalty: 5088.737793
	Iteration 14Q: 3 clusters Score -2132369 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2132520.750000 Penalty: 5088.737793
	Iteration 15Q: 3 clusters Score -2132521 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2132662.250000 Penalty: 5088.737793
	Iteration 16Q: 3 clusters Score -2132662 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2132800.250000 Penalty: 5088.737793
	Iteration 17Q: 3 clusters Score -2132800 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2132962.500000 Penalty: 5088.737793
	Iteration 18Q: 3 clusters Score -2132962 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2133127.500000 Penalty: 5088.737793
	Iteration 19Q: 3 clusters Score -2133128 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2133327.750000 Penalty: 5088.737793
	Iteration 20F: 3 clusters Score -2133328 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2133597.750000 Penalty: 5088.737793
	Iteration 21Q: 3 clusters Score -2133598 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2133871.250000 Penalty: 5088.737793
	Iteration 22Q: 3 clusters Score -2133871 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2134139.750000 Penalty: 5088.737793
	Iteration 23Q: 3 clusters Score -2134140 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2134361.000000 Penalty: 5088.737793
	Iteration 24Q: 3 clusters Score -2134361 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2134522.750000 Penalty: 5088.737793
	Iteration 25Q: 3 clusters Score -2134523 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2134623.000000 Penalty: 5088.737793
	Iteration 26Q: 3 clusters Score -2134623 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2134677.000000 Penalty: 5088.737793
	Iteration 27Q: 3 clusters Score -2134677 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2134744.500000 Penalty: 5088.737793
	Iteration 28Q: 3 clusters Score -2134744 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2134782.500000 Penalty: 5088.737793
	Iteration 29Q: 3 clusters Score -2134782 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2134820.750000 Penalty: 5088.737793
	Iteration 30Q: 3 clusters Score -2134821 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2134855.750000 Penalty: 5088.737793
	Iteration 31Q: 3 clusters Score -2134856 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2134881.250000 Penalty: 5088.737793
	Iteration 32Q: 3 clusters Score -2134881 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2134911.750000 Penalty: 5088.737793
	Iteration 33Q: 3 clusters Score -2134912 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2134931.500000 Penalty: 5088.737793
	Iteration 34Q: 3 clusters Score -2134932 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2134950.250000 Penalty: 5088.737793
	Iteration 35Q: 3 clusters Score -2134950 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2134974.250000 Penalty: 5088.737793
	Iteration 36Q: 3 clusters Score -2134974 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2134986.000000 Penalty: 5088.737793
	Iteration 37Q: 3 clusters Score -2134986 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2134996.500000 Penalty: 5088.737793
	Iteration 38Q: 3 clusters Score -2134996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2135004.750000 Penalty: 5088.737793
	Iteration 39Q: 3 clusters Score -2135005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2135013.500000 Penalty: 5088.737793
	Iteration 40F: 3 clusters Score -2135014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2135013.000000 Penalty: 5088.737793
	Iteration 41Q: 3 clusters Score -2135013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2135015.750000 Penalty: 5088.737793
	Iteration 42Q: 3 clusters Score -2135016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2135022.000000 Penalty: 5088.737793
	Iteration 43Q: 3 clusters Score -2135022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2135017.500000 Penalty: 5088.737793
	Iteration 44Q: 3 clusters Score -2135018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2135021.500000 Penalty: 5088.737793
	Iteration 45Q: 3 clusters Score -2135022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2135028.000000 Penalty: 5088.737793
	Iteration 46Q: 3 clusters Score -2135028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2135025.750000 Penalty: 5088.737793
	Iteration 47Q: 3 clusters Score -2135026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2135027.750000 Penalty: 5088.737793
	Iteration 48Q: 3 clusters Score -2135028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2135029.250000 Penalty: 5088.737793
	Iteration 49Q: 3 clusters Score -2135029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2135026.500000 Penalty: 5088.737793
	Iteration 50Q: 3 clusters Score -2135026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2135034.250000 Penalty: 5088.737793
	Iteration 51Q: 3 clusters Score -2135034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2135037.250000 Penalty: 5088.737793
	Iteration 52Q: 3 clusters Score -2135037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2135037.750000 Penalty: 5088.737793
	Iteration 53Q: 3 clusters Score -2135038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2135031.500000 Penalty: 5088.737793
	Iteration 54Q: 3 clusters Score -2135032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2135036.500000 Penalty: 5088.737793
	Iteration 55Q: 3 clusters Score -2135036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2135033.250000 Penalty: 5088.737793
	Iteration 56Q: 3 clusters Score -2135033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2135037.000000 Penalty: 5088.737793
	Iteration 57Q: 3 clusters Score -2135037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2135037.000000 Penalty: 5088.737793
	Iteration 58F: 3 clusters Score -2135037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Entering Unmasked Estep 
Score: -357164.625000 Penalty: 2104.812256
	Iteration 0F: 2 clusters Score -357164.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -352731.812500 Penalty: 4209.624512
	Iteration 0F: 3 clusters Score -352731.8 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -353764.562500 Penalty: 4209.624512
	Iteration 1F: 3 clusters Score -353764.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -353955.625000 Penalty: 4209.624512
	Iteration 2F: 3 clusters Score -353955.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -354080.750000 Penalty: 4209.624512
	Iteration 3Q: 3 clusters Score -354080.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -354171.156250 Penalty: 4209.624512
	Iteration 4Q: 3 clusters Score -354171.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -354240.062500 Penalty: 4209.624512
	Iteration 5Q: 3 clusters Score -354240.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -354298.843750 Penalty: 4209.624512
	Iteration 6Q: 3 clusters Score -354298.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -354349.000000 Penalty: 4209.624512
	Iteration 7Q: 3 clusters Score -354349 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -354382.531250 Penalty: 4209.624512
	Iteration 8Q: 3 clusters Score -354382.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -354414.437500 Penalty: 4209.624512
	Iteration 9Q: 3 clusters Score -354414.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -354441.781250 Penalty: 4209.624512
	Iteration 10Q: 3 clusters Score -354441.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -354472.343750 Penalty: 4209.624512
	Iteration 11Q: 3 clusters Score -354472.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -354500.031250 Penalty: 4209.624512
	Iteration 12Q: 3 clusters Score -354500 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -354521.656250 Penalty: 4209.624512
	Iteration 13Q: 3 clusters Score -354521.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -354544.531250 Penalty: 4209.624512
	Iteration 14Q: 3 clusters Score -354544.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -354564.375000 Penalty: 4209.624512
	Iteration 15Q: 3 clusters Score -354564.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -354586.062500 Penalty: 4209.624512
	Iteration 16Q: 3 clusters Score -354586.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -354606.000000 Penalty: 4209.624512
	Iteration 17Q: 3 clusters Score -354606 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -354622.437500 Penalty: 4209.624512
	Iteration 18Q: 3 clusters Score -354622.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -354640.500000 Penalty: 4209.624512
	Iteration 19Q: 3 clusters Score -354640.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -354655.875000 Penalty: 4209.624512
	Iteration 20F: 3 clusters Score -354655.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -354671.375000 Penalty: 4209.624512
	Iteration 21Q: 3 clusters Score -354671.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -354685.562500 Penalty: 4209.624512
	Iteration 22Q: 3 clusters Score -354685.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -354702.593750 Penalty: 4209.624512
	Iteration 23Q: 3 clusters Score -354702.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -354719.375000 Penalty: 4209.624512
	Iteration 24Q: 3 clusters Score -354719.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -354733.750000 Penalty: 4209.624512
	Iteration 25Q: 3 clusters Score -354733.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -354746.375000 Penalty: 4209.624512
	Iteration 26Q: 3 clusters Score -354746.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -354767.812500 Penalty: 4209.624512
	Iteration 27Q: 3 clusters Score -354767.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -354795.812500 Penalty: 4209.624512
	Iteration 28Q: 3 clusters Score -354795.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -354839.125000 Penalty: 4209.624512
	Iteration 29Q: 3 clusters Score -354839.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -354903.125000 Penalty: 4209.624512
	Iteration 30Q: 3 clusters Score -354903.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -354969.156250 Penalty: 4209.624512
	Iteration 31Q: 3 clusters Score -354969.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -355064.218750 Penalty: 4209.624512
	Iteration 32Q: 3 clusters Score -355064.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -355151.156250 Penalty: 4209.624512
	Iteration 33Q: 3 clusters Score -355151.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -355229.093750 Penalty: 4209.624512
	Iteration 34Q: 3 clusters Score -355229.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -355298.656250 Penalty: 4209.624512
	Iteration 35Q: 3 clusters Score -355298.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -355360.375000 Penalty: 4209.624512
	Iteration 36Q: 3 clusters Score -355360.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -355419.281250 Penalty: 4209.624512
	Iteration 37Q: 3 clusters Score -355419.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -355485.218750 Penalty: 4209.624512
	Iteration 38Q: 3 clusters Score -355485.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -355563.000000 Penalty: 4209.624512
	Iteration 39Q: 3 clusters Score -355563 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -355651.968750 Penalty: 4209.624512
	Iteration 40F: 3 clusters Score -355652 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -355779.687500 Penalty: 4209.624512
	Iteration 41Q: 3 clusters Score -355779.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -355867.187500 Penalty: 4209.624512
	Iteration 42Q: 3 clusters Score -355867.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -355912.031250 Penalty: 4209.624512
	Iteration 43Q: 3 clusters Score -355912 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -355937.593750 Penalty: 4209.624512
	Iteration 44Q: 3 clusters Score -355937.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -355952.218750 Penalty: 4209.624512
	Iteration 45Q: 3 clusters Score -355952.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -355956.500000 Penalty: 4209.624512
	Iteration 46Q: 3 clusters Score -355956.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -355958.375000 Penalty: 4209.624512
	Iteration 47Q: 3 clusters Score -355958.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -355960.250000 Penalty: 4209.624512
	Iteration 48Q: 3 clusters Score -355960.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -355961.687500 Penalty: 4209.624512
	Iteration 49Q: 3 clusters Score -355961.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -355962.281250 Penalty: 4209.624512
	Iteration 50Q: 3 clusters Score -355962.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -355962.750000 Penalty: 4209.624512
	Iteration 51Q: 3 clusters Score -355962.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -355962.718750 Penalty: 4209.624512
	Iteration 52Q: 3 clusters Score -355962.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -355962.718750 Penalty: 4209.624512
	Iteration 53F: 3 clusters Score -355962.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Entering Unmasked Estep 
Score: -359082.406250 Penalty: 2113.056152
	Iteration 0F: 2 clusters Score -359082.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -354548.687500 Penalty: 4226.112305
	Iteration 0F: 3 clusters Score -354548.7 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -355731.093750 Penalty: 4226.112305
	Iteration 1F: 3 clusters Score -355731.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -356100.812500 Penalty: 4226.112305
	Iteration 2F: 3 clusters Score -356100.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -356431.187500 Penalty: 4226.112305
	Iteration 3F: 3 clusters Score -356431.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -356726.125000 Penalty: 4226.112305
	Iteration 4F: 3 clusters Score -356726.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -356969.500000 Penalty: 4226.112305
	Iteration 5F: 3 clusters Score -356969.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -357185.750000 Penalty: 4226.112305
	Iteration 6Q: 3 clusters Score -357185.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -357370.687500 Penalty: 4226.112305
	Iteration 7Q: 3 clusters Score -357370.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -357523.781250 Penalty: 4226.112305
	Iteration 8Q: 3 clusters Score -357523.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -357608.656250 Penalty: 4226.112305
	Iteration 9Q: 3 clusters Score -357608.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -357667.156250 Penalty: 4226.112305
	Iteration 10Q: 3 clusters Score -357667.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -357702.500000 Penalty: 4226.112305
	Iteration 11Q: 3 clusters Score -357702.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -357734.875000 Penalty: 4226.112305
	Iteration 12Q: 3 clusters Score -357734.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -357760.125000 Penalty: 4226.112305
	Iteration 13Q: 3 clusters Score -357760.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -357780.125000 Penalty: 4226.112305
	Iteration 14Q: 3 clusters Score -357780.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -357800.125000 Penalty: 4226.112305
	Iteration 15Q: 3 clusters Score -357800.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -357816.406250 Penalty: 4226.112305
	Iteration 16Q: 3 clusters Score -357816.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -357831.437500 Penalty: 4226.112305
	Iteration 17Q: 3 clusters Score -357831.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -357839.968750 Penalty: 4226.112305
	Iteration 18Q: 3 clusters Score -357840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -357851.250000 Penalty: 4226.112305
	Iteration 19Q: 3 clusters Score -357851.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -357864.343750 Penalty: 4226.112305
	Iteration 20F: 3 clusters Score -357864.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -357885.062500 Penalty: 4226.112305
	Iteration 21Q: 3 clusters Score -357885.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -357903.687500 Penalty: 4226.112305
	Iteration 22Q: 3 clusters Score -357903.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -357924.406250 Penalty: 4226.112305
	Iteration 23Q: 3 clusters Score -357924.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -357948.781250 Penalty: 4226.112305
	Iteration 24Q: 3 clusters Score -357948.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -357968.343750 Penalty: 4226.112305
	Iteration 25Q: 3 clusters Score -357968.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -357982.343750 Penalty: 4226.112305
	Iteration 26Q: 3 clusters Score -357982.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -357998.843750 Penalty: 4226.112305
	Iteration 27Q: 3 clusters Score -357998.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -358014.343750 Penalty: 4226.112305
	Iteration 28Q: 3 clusters Score -358014.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -358028.281250 Penalty: 4226.112305
	Iteration 29Q: 3 clusters Score -358028.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -358035.937500 Penalty: 4226.112305
	Iteration 30Q: 3 clusters Score -358035.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -358040.593750 Penalty: 4226.112305
	Iteration 31Q: 3 clusters Score -358040.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -358044.843750 Penalty: 4226.112305
	Iteration 32Q: 3 clusters Score -358044.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -358054.625000 Penalty: 4226.112305
	Iteration 33Q: 3 clusters Score -358054.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -358060.625000 Penalty: 4226.112305
	Iteration 34Q: 3 clusters Score -358060.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -358071.625000 Penalty: 4226.112305
	Iteration 35Q: 3 clusters Score -358071.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -358083.593750 Penalty: 4226.112305
	Iteration 36Q: 3 clusters Score -358083.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -358093.281250 Penalty: 4226.112305
	Iteration 37Q: 3 clusters Score -358093.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -358100.187500 Penalty: 4226.112305
	Iteration 38Q: 3 clusters Score -358100.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -358104.093750 Penalty: 4226.112305
	Iteration 39Q: 3 clusters Score -358104.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -358107.531250 Penalty: 4226.112305
	Iteration 40F: 3 clusters Score -358107.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -358108.875000 Penalty: 4226.112305
	Iteration 41Q: 3 clusters Score -358108.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -358111.187500 Penalty: 4226.112305
	Iteration 42Q: 3 clusters Score -358111.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -358111.843750 Penalty: 4226.112305
	Iteration 43Q: 3 clusters Score -358111.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -358112.968750 Penalty: 4226.112305
	Iteration 44Q: 3 clusters Score -358113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -358112.593750 Penalty: 4226.112305
	Iteration 45Q: 3 clusters Score -358112.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -358113.218750 Penalty: 4226.112305
	Iteration 46Q: 3 clusters Score -358113.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -358113.218750 Penalty: 4226.112305
	Iteration 47F: 3 clusters Score -358113.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Entering Unmasked Estep 
Score: -1199000.250000 Penalty: 2432.662354
	Iteration 0F: 2 clusters Score -1199000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1186146.875000 Penalty: 4865.324707
	Iteration 0F: 3 clusters Score -1186147 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1190493.625000 Penalty: 4865.324707
	Iteration 1F: 3 clusters Score -1190494 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1191050.500000 Penalty: 4865.324707
	Iteration 2F: 3 clusters Score -1191050 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1191521.750000 Penalty: 4865.324707
	Iteration 3F: 3 clusters Score -1191522 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1191943.000000 Penalty: 4865.324707
	Iteration 4F: 3 clusters Score -1191943 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1192309.625000 Penalty: 4865.324707
	Iteration 5Q: 3 clusters Score -1192310 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1192649.000000 Penalty: 4865.324707
	Iteration 6Q: 3 clusters Score -1192649 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1192976.375000 Penalty: 4865.324707
	Iteration 7Q: 3 clusters Score -1192976 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1193302.875000 Penalty: 4865.324707
	Iteration 8Q: 3 clusters Score -1193303 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1193662.625000 Penalty: 4865.324707
	Iteration 9Q: 3 clusters Score -1193663 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1194010.125000 Penalty: 4865.324707
	Iteration 10Q: 3 clusters Score -1194010 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1194366.125000 Penalty: 4865.324707
	Iteration 11Q: 3 clusters Score -1194366 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1194769.375000 Penalty: 4865.324707
	Iteration 12Q: 3 clusters Score -1194769 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1195164.500000 Penalty: 4865.324707
	Iteration 13Q: 3 clusters Score -1195164 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1195514.875000 Penalty: 4865.324707
	Iteration 14Q: 3 clusters Score -1195515 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1195809.500000 Penalty: 4865.324707
	Iteration 15Q: 3 clusters Score -1195810 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1196085.750000 Penalty: 4865.324707
	Iteration 16Q: 3 clusters Score -1196086 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -1196316.000000 Penalty: 4865.324707
	Iteration 17Q: 3 clusters Score -1196316 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1196524.125000 Penalty: 4865.324707
	Iteration 18Q: 3 clusters Score -1196524 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -1196726.375000 Penalty: 4865.324707
	Iteration 19Q: 3 clusters Score -1196726 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -1196891.625000 Penalty: 4865.324707
	Iteration 20F: 3 clusters Score -1196892 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -1197062.375000 Penalty: 4865.324707
	Iteration 21Q: 3 clusters Score -1197062 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -1197195.875000 Penalty: 4865.324707
	Iteration 22Q: 3 clusters Score -1197196 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1197269.250000 Penalty: 4865.324707
	Iteration 23Q: 3 clusters Score -1197269 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -1197310.375000 Penalty: 4865.324707
	Iteration 24Q: 3 clusters Score -1197310 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1197335.875000 Penalty: 4865.324707
	Iteration 25Q: 3 clusters Score -1197336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -1197349.750000 Penalty: 4865.324707
	Iteration 26Q: 3 clusters Score -1197350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -1197367.375000 Penalty: 4865.324707
	Iteration 27Q: 3 clusters Score -1197367 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -1197371.625000 Penalty: 4865.324707
	Iteration 28Q: 3 clusters Score -1197372 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -1197383.500000 Penalty: 4865.324707
	Iteration 29Q: 3 clusters Score -1197384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -1197393.875000 Penalty: 4865.324707
	Iteration 30Q: 3 clusters Score -1197394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -1197402.875000 Penalty: 4865.324707
	Iteration 31Q: 3 clusters Score -1197403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1197405.125000 Penalty: 4865.324707
	Iteration 32Q: 3 clusters Score -1197405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -1197407.375000 Penalty: 4865.324707
	Iteration 33Q: 3 clusters Score -1197407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -1197415.000000 Penalty: 4865.324707
	Iteration 34Q: 3 clusters Score -1197415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -1197418.875000 Penalty: 4865.324707
	Iteration 35Q: 3 clusters Score -1197419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -1197424.750000 Penalty: 4865.324707
	Iteration 36Q: 3 clusters Score -1197425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -1197426.750000 Penalty: 4865.324707
	Iteration 37Q: 3 clusters Score -1197427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -1197427.000000 Penalty: 4865.324707
	Iteration 38Q: 3 clusters Score -1197427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -1197430.125000 Penalty: 4865.324707
	Iteration 39Q: 3 clusters Score -1197430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -1197430.875000 Penalty: 4865.324707
	Iteration 40F: 3 clusters Score -1197431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -1197430.250000 Penalty: 4865.324707
	Iteration 41Q: 3 clusters Score -1197430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -1197434.375000 Penalty: 4865.324707
	Iteration 42Q: 3 clusters Score -1197434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -1197438.750000 Penalty: 4865.324707
	Iteration 43Q: 3 clusters Score -1197439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -1197441.750000 Penalty: 4865.324707
	Iteration 44Q: 3 clusters Score -1197442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -1197443.000000 Penalty: 4865.324707
	Iteration 45Q: 3 clusters Score -1197443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -1197444.375000 Penalty: 4865.324707
	Iteration 46Q: 3 clusters Score -1197444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -1197448.625000 Penalty: 4865.324707
	Iteration 47Q: 3 clusters Score -1197449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -1197447.625000 Penalty: 4865.324707
	Iteration 48Q: 3 clusters Score -1197448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -1197449.125000 Penalty: 4865.324707
	Iteration 49Q: 3 clusters Score -1197449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -1197457.250000 Penalty: 4865.324707
	Iteration 50Q: 3 clusters Score -1197457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -1197461.250000 Penalty: 4865.324707
	Iteration 51Q: 3 clusters Score -1197461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -1197464.250000 Penalty: 4865.324707
	Iteration 52Q: 3 clusters Score -1197464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -1197472.375000 Penalty: 4865.324707
	Iteration 53Q: 3 clusters Score -1197472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -1197470.375000 Penalty: 4865.324707
	Iteration 54Q: 3 clusters Score -1197470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -1197474.875000 Penalty: 4865.324707
	Iteration 55Q: 3 clusters Score -1197475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -1197477.875000 Penalty: 4865.324707
	Iteration 56Q: 3 clusters Score -1197478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -1197481.250000 Penalty: 4865.324707
	Iteration 57Q: 3 clusters Score -1197481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -1197484.375000 Penalty: 4865.324707
	Iteration 58Q: 3 clusters Score -1197484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -1197491.875000 Penalty: 4865.324707
	Iteration 59Q: 3 clusters Score -1197492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -1197500.000000 Penalty: 4865.324707
	Iteration 60F: 3 clusters Score -1197500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -1197509.625000 Penalty: 4865.324707
	Iteration 61Q: 3 clusters Score -1197510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -1197515.000000 Penalty: 4865.324707
	Iteration 62Q: 3 clusters Score -1197515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -1197519.750000 Penalty: 4865.324707
	Iteration 63Q: 3 clusters Score -1197520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -1197521.875000 Penalty: 4865.324707
	Iteration 64Q: 3 clusters Score -1197522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -1197523.250000 Penalty: 4865.324707
	Iteration 65Q: 3 clusters Score -1197523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -1197526.625000 Penalty: 4865.324707
	Iteration 66Q: 3 clusters Score -1197527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -1197529.125000 Penalty: 4865.324707
	Iteration 67Q: 3 clusters Score -1197529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -1197536.625000 Penalty: 4865.324707
	Iteration 68Q: 3 clusters Score -1197537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -1197536.625000 Penalty: 4865.324707
	Iteration 69Q: 3 clusters Score -1197537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -1197539.875000 Penalty: 4865.324707
	Iteration 70Q: 3 clusters Score -1197540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -1197542.000000 Penalty: 4865.324707
	Iteration 71Q: 3 clusters Score -1197542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -1197546.875000 Penalty: 4865.324707
	Iteration 72Q: 3 clusters Score -1197547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -1197552.125000 Penalty: 4865.324707
	Iteration 73Q: 3 clusters Score -1197552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -1197553.375000 Penalty: 4865.324707
	Iteration 74Q: 3 clusters Score -1197553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -1197552.250000 Penalty: 4865.324707
	Iteration 75Q: 3 clusters Score -1197552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -1197555.375000 Penalty: 4865.324707
	Iteration 76Q: 3 clusters Score -1197555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -1197555.250000 Penalty: 4865.324707
	Iteration 77Q: 3 clusters Score -1197555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -1197558.875000 Penalty: 4865.324707
	Iteration 78Q: 3 clusters Score -1197559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -1197557.750000 Penalty: 4865.324707
	Iteration 79Q: 3 clusters Score -1197558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -1197560.125000 Penalty: 4865.324707
	Iteration 80F: 3 clusters Score -1197560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Entering Unmasked Estep 
Score: -1026967.125000 Penalty: 2366.312988
	Iteration 0F: 2 clusters Score -1026967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1016822.937500 Penalty: 4732.625977
	Iteration 0F: 3 clusters Score -1016823 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1020285.687500 Penalty: 4732.625977
	Iteration 1F: 3 clusters Score -1020286 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1020880.000000 Penalty: 4732.625977
	Iteration 2F: 3 clusters Score -1020880 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1021465.562500 Penalty: 4732.625977
	Iteration 3F: 3 clusters Score -1021466 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1022061.500000 Penalty: 4732.625977
	Iteration 4F: 3 clusters Score -1022062 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1022700.437500 Penalty: 4732.625977
	Iteration 5F: 3 clusters Score -1022700 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1023303.562500 Penalty: 4732.625977
	Iteration 6F: 3 clusters Score -1023304 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1023766.187500 Penalty: 4732.625977
	Iteration 7F: 3 clusters Score -1023766 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1024112.687500 Penalty: 4732.625977
	Iteration 8Q: 3 clusters Score -1024113 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1024336.937500 Penalty: 4732.625977
	Iteration 9Q: 3 clusters Score -1024337 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1024472.687500 Penalty: 4732.625977
	Iteration 10Q: 3 clusters Score -1024473 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1024556.125000 Penalty: 4732.625977
	Iteration 11Q: 3 clusters Score -1024556 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1024602.125000 Penalty: 4732.625977
	Iteration 12Q: 3 clusters Score -1024602 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1024636.812500 Penalty: 4732.625977
	Iteration 13Q: 3 clusters Score -1024637 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1024657.562500 Penalty: 4732.625977
	Iteration 14Q: 3 clusters Score -1024658 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1024675.250000 Penalty: 4732.625977
	Iteration 15Q: 3 clusters Score -1024675 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1024691.250000 Penalty: 4732.625977
	Iteration 16Q: 3 clusters Score -1024691 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1024707.312500 Penalty: 4732.625977
	Iteration 17Q: 3 clusters Score -1024707 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1024732.687500 Penalty: 4732.625977
	Iteration 18Q: 3 clusters Score -1024733 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1024752.750000 Penalty: 4732.625977
	Iteration 19Q: 3 clusters Score -1024753 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1024759.437500 Penalty: 4732.625977
	Iteration 20F: 3 clusters Score -1024759 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1024770.625000 Penalty: 4732.625977
	Iteration 21Q: 3 clusters Score -1024771 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1024782.687500 Penalty: 4732.625977
	Iteration 22Q: 3 clusters Score -1024783 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1024797.312500 Penalty: 4732.625977
	Iteration 23Q: 3 clusters Score -1024797 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1024815.125000 Penalty: 4732.625977
	Iteration 24Q: 3 clusters Score -1024815 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1024840.625000 Penalty: 4732.625977
	Iteration 25Q: 3 clusters Score -1024841 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1024865.250000 Penalty: 4732.625977
	Iteration 26Q: 3 clusters Score -1024865 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1024893.937500 Penalty: 4732.625977
	Iteration 27Q: 3 clusters Score -1024894 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1024922.062500 Penalty: 4732.625977
	Iteration 28Q: 3 clusters Score -1024922 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1024958.812500 Penalty: 4732.625977
	Iteration 29Q: 3 clusters Score -1024959 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1025001.500000 Penalty: 4732.625977
	Iteration 30Q: 3 clusters Score -1025002 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1025040.062500 Penalty: 4732.625977
	Iteration 31Q: 3 clusters Score -1025040 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1025082.812500 Penalty: 4732.625977
	Iteration 32Q: 3 clusters Score -1025083 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1025142.437500 Penalty: 4732.625977
	Iteration 33Q: 3 clusters Score -1025142 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1025200.875000 Penalty: 4732.625977
	Iteration 34Q: 3 clusters Score -1025201 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1025257.187500 Penalty: 4732.625977
	Iteration 35Q: 3 clusters Score -1025257 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1025310.187500 Penalty: 4732.625977
	Iteration 36Q: 3 clusters Score -1025310 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1025372.437500 Penalty: 4732.625977
	Iteration 37Q: 3 clusters Score -1025372 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1025425.562500 Penalty: 4732.625977
	Iteration 38Q: 3 clusters Score -1025426 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1025460.250000 Penalty: 4732.625977
	Iteration 39Q: 3 clusters Score -1025460 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1025490.000000 Penalty: 4732.625977
	Iteration 40F: 3 clusters Score -1025490 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1025519.687500 Penalty: 4732.625977
	Iteration 41Q: 3 clusters Score -1025520 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1025542.437500 Penalty: 4732.625977
	Iteration 42Q: 3 clusters Score -1025542 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1025568.750000 Penalty: 4732.625977
	Iteration 43Q: 3 clusters Score -1025569 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1025590.937500 Penalty: 4732.625977
	Iteration 44Q: 3 clusters Score -1025591 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1025607.125000 Penalty: 4732.625977
	Iteration 45Q: 3 clusters Score -1025607 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1025616.187500 Penalty: 4732.625977
	Iteration 46Q: 3 clusters Score -1025616 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1025628.500000 Penalty: 4732.625977
	Iteration 47Q: 3 clusters Score -1025628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1025638.187500 Penalty: 4732.625977
	Iteration 48Q: 3 clusters Score -1025638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1025643.125000 Penalty: 4732.625977
	Iteration 49Q: 3 clusters Score -1025643 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1025650.187500 Penalty: 4732.625977
	Iteration 50Q: 3 clusters Score -1025650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1025656.812500 Penalty: 4732.625977
	Iteration 51Q: 3 clusters Score -1025657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1025657.625000 Penalty: 4732.625977
	Iteration 52Q: 3 clusters Score -1025658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1025659.500000 Penalty: 4732.625977
	Iteration 53Q: 3 clusters Score -1025660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1025660.250000 Penalty: 4732.625977
	Iteration 54Q: 3 clusters Score -1025660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1025668.437500 Penalty: 4732.625977
	Iteration 55Q: 3 clusters Score -1025668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1025671.750000 Penalty: 4732.625977
	Iteration 56Q: 3 clusters Score -1025672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1025676.625000 Penalty: 4732.625977
	Iteration 57Q: 3 clusters Score -1025677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1025680.125000 Penalty: 4732.625977
	Iteration 58Q: 3 clusters Score -1025680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1025682.562500 Penalty: 4732.625977
	Iteration 59Q: 3 clusters Score -1025683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1025688.187500 Penalty: 4732.625977
	Iteration 60F: 3 clusters Score -1025688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1025689.625000 Penalty: 4732.625977
	Iteration 61Q: 3 clusters Score -1025690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1025694.437500 Penalty: 4732.625977
	Iteration 62Q: 3 clusters Score -1025694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1025699.812500 Penalty: 4732.625977
	Iteration 63Q: 3 clusters Score -1025700 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1025709.625000 Penalty: 4732.625977
	Iteration 64Q: 3 clusters Score -1025710 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1025724.125000 Penalty: 4732.625977
	Iteration 65Q: 3 clusters Score -1025724 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1025741.875000 Penalty: 4732.625977
	Iteration 66Q: 3 clusters Score -1025742 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1025764.250000 Penalty: 4732.625977
	Iteration 67Q: 3 clusters Score -1025764 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1025790.312500 Penalty: 4732.625977
	Iteration 68Q: 3 clusters Score -1025790 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1025818.687500 Penalty: 4732.625977
	Iteration 69Q: 3 clusters Score -1025819 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1025849.187500 Penalty: 4732.625977
	Iteration 70Q: 3 clusters Score -1025849 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1025893.437500 Penalty: 4732.625977
	Iteration 71Q: 3 clusters Score -1025893 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1025967.437500 Penalty: 4732.625977
	Iteration 72Q: 3 clusters Score -1025967 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1026118.625000 Penalty: 4732.625977
	Iteration 73Q: 3 clusters Score -1026119 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1026290.875000 Penalty: 4732.625977
	Iteration 74Q: 3 clusters Score -1026291 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1026448.187500 Penalty: 4732.625977
	Iteration 75Q: 3 clusters Score -1026448 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1026514.687500 Penalty: 4732.625977
	Iteration 76Q: 3 clusters Score -1026515 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1026542.812500 Penalty: 4732.625977
	Iteration 77Q: 3 clusters Score -1026543 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1026556.250000 Penalty: 4732.625977
	Iteration 78Q: 3 clusters Score -1026556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1026567.437500 Penalty: 4732.625977
	Iteration 79Q: 3 clusters Score -1026567 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1026571.625000 Penalty: 4732.625977
	Iteration 80F: 3 clusters Score -1026572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1026577.437500 Penalty: 4732.625977
	Iteration 81Q: 3 clusters Score -1026577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1026579.312500 Penalty: 4732.625977
	Iteration 82Q: 3 clusters Score -1026579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1026582.750000 Penalty: 4732.625977
	Iteration 83Q: 3 clusters Score -1026583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1026587.437500 Penalty: 4732.625977
	Iteration 84Q: 3 clusters Score -1026587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1026589.250000 Penalty: 4732.625977
	Iteration 85Q: 3 clusters Score -1026589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1026587.937500 Penalty: 4732.625977
	Iteration 86Q: 3 clusters Score -1026588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1026590.125000 Penalty: 4732.625977
	Iteration 87Q: 3 clusters Score -1026590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1026592.187500 Penalty: 4732.625977
	Iteration 88Q: 3 clusters Score -1026592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1026594.500000 Penalty: 4732.625977
	Iteration 89Q: 3 clusters Score -1026594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1026596.125000 Penalty: 4732.625977
	Iteration 90Q: 3 clusters Score -1026596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1026594.875000 Penalty: 4732.625977
	Iteration 91Q: 3 clusters Score -1026595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1026596.750000 Penalty: 4732.625977
	Iteration 92Q: 3 clusters Score -1026597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1026596.750000 Penalty: 4732.625977
	Iteration 93F: 3 clusters Score -1026597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Entering Unmasked Estep 
Score: -740998.937500 Penalty: 2285.203857
	Iteration 0F: 2 clusters Score -740998.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -733261.750000 Penalty: 4570.407715
	Iteration 0F: 3 clusters Score -733261.8 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -735541.062500 Penalty: 4570.407715
	Iteration 1F: 3 clusters Score -735541.1 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -735899.812500 Penalty: 4570.407715
	Iteration 2F: 3 clusters Score -735899.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -736186.312500 Penalty: 4570.407715
	Iteration 3F: 3 clusters Score -736186.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -736457.062500 Penalty: 4570.407715
	Iteration 4F: 3 clusters Score -736457.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -736693.500000 Penalty: 4570.407715
	Iteration 5Q: 3 clusters Score -736693.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -736939.750000 Penalty: 4570.407715
	Iteration 6Q: 3 clusters Score -736939.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -737164.500000 Penalty: 4570.407715
	Iteration 7Q: 3 clusters Score -737164.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -737367.000000 Penalty: 4570.407715
	Iteration 8Q: 3 clusters Score -737367 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -737541.937500 Penalty: 4570.407715
	Iteration 9Q: 3 clusters Score -737541.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -737707.812500 Penalty: 4570.407715
	Iteration 10Q: 3 clusters Score -737707.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -737900.250000 Penalty: 4570.407715
	Iteration 11Q: 3 clusters Score -737900.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -738120.437500 Penalty: 4570.407715
	Iteration 12Q: 3 clusters Score -738120.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -738313.750000 Penalty: 4570.407715
	Iteration 13Q: 3 clusters Score -738313.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -738474.375000 Penalty: 4570.407715
	Iteration 14Q: 3 clusters Score -738474.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -738614.500000 Penalty: 4570.407715
	Iteration 15Q: 3 clusters Score -738614.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -738725.937500 Penalty: 4570.407715
	Iteration 16Q: 3 clusters Score -738725.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -738815.812500 Penalty: 4570.407715
	Iteration 17Q: 3 clusters Score -738815.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -738870.062500 Penalty: 4570.407715
	Iteration 18Q: 3 clusters Score -738870.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -738913.437500 Penalty: 4570.407715
	Iteration 19Q: 3 clusters Score -738913.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -738943.062500 Penalty: 4570.407715
	Iteration 20F: 3 clusters Score -738943.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -738962.187500 Penalty: 4570.407715
	Iteration 21Q: 3 clusters Score -738962.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -738979.562500 Penalty: 4570.407715
	Iteration 22Q: 3 clusters Score -738979.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -739000.812500 Penalty: 4570.407715
	Iteration 23Q: 3 clusters Score -739000.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -739009.625000 Penalty: 4570.407715
	Iteration 24Q: 3 clusters Score -739009.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -739016.062500 Penalty: 4570.407715
	Iteration 25Q: 3 clusters Score -739016.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -739018.000000 Penalty: 4570.407715
	Iteration 26Q: 3 clusters Score -739018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -739022.875000 Penalty: 4570.407715
	Iteration 27Q: 3 clusters Score -739022.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -739026.812500 Penalty: 4570.407715
	Iteration 28Q: 3 clusters Score -739026.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -739027.687500 Penalty: 4570.407715
	Iteration 29Q: 3 clusters Score -739027.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -739033.937500 Penalty: 4570.407715
	Iteration 30Q: 3 clusters Score -739033.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -739039.750000 Penalty: 4570.407715
	Iteration 31Q: 3 clusters Score -739039.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -739048.125000 Penalty: 4570.407715
	Iteration 32Q: 3 clusters Score -739048.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -739051.750000 Penalty: 4570.407715
	Iteration 33Q: 3 clusters Score -739051.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -739052.125000 Penalty: 4570.407715
	Iteration 34Q: 3 clusters Score -739052.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -739052.125000 Penalty: 4570.407715
	Iteration 35F: 3 clusters Score -739052.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Entering Unmasked Estep 
Score: -99556.898438 Penalty: 1800.086304
	Iteration 0F: 2 clusters Score -99556.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -97311.304688 Penalty: 3600.172607
	Iteration 0F: 3 clusters Score -97311.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -97680.234375 Penalty: 3600.172607
	Iteration 1F: 3 clusters Score -97680.23 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -97787.375000 Penalty: 3600.172607
	Iteration 2F: 3 clusters Score -97787.38 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -97849.250000 Penalty: 3600.172607
	Iteration 3Q: 3 clusters Score -97849.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -97883.039062 Penalty: 3600.172607
	Iteration 4Q: 3 clusters Score -97883.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -97896.640625 Penalty: 3600.172607
	Iteration 5Q: 3 clusters Score -97896.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -97910.625000 Penalty: 3600.172607
	Iteration 6Q: 3 clusters Score -97910.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -97918.945312 Penalty: 3600.172607
	Iteration 7Q: 3 clusters Score -97918.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -97931.046875 Penalty: 3600.172607
	Iteration 8Q: 3 clusters Score -97931.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -97938.406250 Penalty: 3600.172607
	Iteration 9Q: 3 clusters Score -97938.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -97945.734375 Penalty: 3600.172607
	Iteration 10Q: 3 clusters Score -97945.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -97952.351562 Penalty: 3600.172607
	Iteration 11Q: 3 clusters Score -97952.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -97963.375000 Penalty: 3600.172607
	Iteration 12Q: 3 clusters Score -97963.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -97969.703125 Penalty: 3600.172607
	Iteration 13Q: 3 clusters Score -97969.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -97972.796875 Penalty: 3600.172607
	Iteration 14Q: 3 clusters Score -97972.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -97975.945312 Penalty: 3600.172607
	Iteration 15Q: 3 clusters Score -97975.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -97981.257812 Penalty: 3600.172607
	Iteration 16Q: 3 clusters Score -97981.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -97986.625000 Penalty: 3600.172607
	Iteration 17Q: 3 clusters Score -97986.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -97995.734375 Penalty: 3600.172607
	Iteration 18Q: 3 clusters Score -97995.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -97997.757812 Penalty: 3600.172607
	Iteration 19Q: 3 clusters Score -97997.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -97998.437500 Penalty: 3600.172607
	Iteration 20F: 3 clusters Score -97998.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -98000.890625 Penalty: 3600.172607
	Iteration 21Q: 3 clusters Score -98000.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -98001.984375 Penalty: 3600.172607
	Iteration 22Q: 3 clusters Score -98001.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -98003.351562 Penalty: 3600.172607
	Iteration 23Q: 3 clusters Score -98003.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -98004.210938 Penalty: 3600.172607
	Iteration 24Q: 3 clusters Score -98004.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -98006.023438 Penalty: 3600.172607
	Iteration 25Q: 3 clusters Score -98006.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -98010.273438 Penalty: 3600.172607
	Iteration 26Q: 3 clusters Score -98010.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -98012.828125 Penalty: 3600.172607
	Iteration 27Q: 3 clusters Score -98012.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -98013.226562 Penalty: 3600.172607
	Iteration 28Q: 3 clusters Score -98013.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -98013.734375 Penalty: 3600.172607
	Iteration 29Q: 3 clusters Score -98013.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -98014.375000 Penalty: 3600.172607
	Iteration 30Q: 3 clusters Score -98014.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -98014.812500 Penalty: 3600.172607
	Iteration 31Q: 3 clusters Score -98014.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -98015.273438 Penalty: 3600.172607
	Iteration 32Q: 3 clusters Score -98015.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -98015.273438 Penalty: 3600.172607
	Iteration 33F: 3 clusters Score -98015.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Entering Unmasked Estep 
Score: -572658.312500 Penalty: 2238.521729
	Iteration 0F: 2 clusters Score -572658.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -566072.125000 Penalty: 4477.043457
	Iteration 0F: 3 clusters Score -566072.1 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -567937.625000 Penalty: 4477.043457
	Iteration 1F: 3 clusters Score -567937.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -568199.687500 Penalty: 4477.043457
	Iteration 2F: 3 clusters Score -568199.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -568345.562500 Penalty: 4477.043457
	Iteration 3Q: 3 clusters Score -568345.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -568460.500000 Penalty: 4477.043457
	Iteration 4Q: 3 clusters Score -568460.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -568551.375000 Penalty: 4477.043457
	Iteration 5Q: 3 clusters Score -568551.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -568626.937500 Penalty: 4477.043457
	Iteration 6Q: 3 clusters Score -568626.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -568695.625000 Penalty: 4477.043457
	Iteration 7Q: 3 clusters Score -568695.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -568756.812500 Penalty: 4477.043457
	Iteration 8Q: 3 clusters Score -568756.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -568815.500000 Penalty: 4477.043457
	Iteration 9Q: 3 clusters Score -568815.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -568875.687500 Penalty: 4477.043457
	Iteration 10Q: 3 clusters Score -568875.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -568937.625000 Penalty: 4477.043457
	Iteration 11Q: 3 clusters Score -568937.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -569000.125000 Penalty: 4477.043457
	Iteration 12Q: 3 clusters Score -569000.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -569075.500000 Penalty: 4477.043457
	Iteration 13Q: 3 clusters Score -569075.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -569162.812500 Penalty: 4477.043457
	Iteration 14Q: 3 clusters Score -569162.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -569257.000000 Penalty: 4477.043457
	Iteration 15Q: 3 clusters Score -569257 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -569375.125000 Penalty: 4477.043457
	Iteration 16Q: 3 clusters Score -569375.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -569512.687500 Penalty: 4477.043457
	Iteration 17Q: 3 clusters Score -569512.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -569655.625000 Penalty: 4477.043457
	Iteration 18Q: 3 clusters Score -569655.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -569840.687500 Penalty: 4477.043457
	Iteration 19Q: 3 clusters Score -569840.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -570060.625000 Penalty: 4477.043457
	Iteration 20F: 3 clusters Score -570060.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -570259.062500 Penalty: 4477.043457
	Iteration 21Q: 3 clusters Score -570259.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -570404.687500 Penalty: 4477.043457
	Iteration 22Q: 3 clusters Score -570404.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -570497.750000 Penalty: 4477.043457
	Iteration 23Q: 3 clusters Score -570497.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -570556.562500 Penalty: 4477.043457
	Iteration 24Q: 3 clusters Score -570556.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -570593.437500 Penalty: 4477.043457
	Iteration 25Q: 3 clusters Score -570593.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -570613.375000 Penalty: 4477.043457
	Iteration 26Q: 3 clusters Score -570613.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -570627.437500 Penalty: 4477.043457
	Iteration 27Q: 3 clusters Score -570627.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -570642.187500 Penalty: 4477.043457
	Iteration 28Q: 3 clusters Score -570642.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -570652.500000 Penalty: 4477.043457
	Iteration 29Q: 3 clusters Score -570652.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -570660.000000 Penalty: 4477.043457
	Iteration 30Q: 3 clusters Score -570660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -570667.812500 Penalty: 4477.043457
	Iteration 31Q: 3 clusters Score -570667.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -570674.875000 Penalty: 4477.043457
	Iteration 32Q: 3 clusters Score -570674.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -570681.562500 Penalty: 4477.043457
	Iteration 33Q: 3 clusters Score -570681.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -570686.250000 Penalty: 4477.043457
	Iteration 34Q: 3 clusters Score -570686.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -570691.625000 Penalty: 4477.043457
	Iteration 35Q: 3 clusters Score -570691.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -570695.750000 Penalty: 4477.043457
	Iteration 36Q: 3 clusters Score -570695.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -570702.312500 Penalty: 4477.043457
	Iteration 37Q: 3 clusters Score -570702.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -570705.125000 Penalty: 4477.043457
	Iteration 38Q: 3 clusters Score -570705.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -570704.937500 Penalty: 4477.043457
	Iteration 39Q: 3 clusters Score -570704.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -570704.687500 Penalty: 4477.043457
	Iteration 40F: 3 clusters Score -570704.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -570707.000000 Penalty: 4477.043457
	Iteration 41Q: 3 clusters Score -570707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -570706.187500 Penalty: 4477.043457
	Iteration 42Q: 3 clusters Score -570706.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -570706.687500 Penalty: 4477.043457
	Iteration 43Q: 3 clusters Score -570706.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -570706.687500 Penalty: 4477.043457
	Iteration 44F: 3 clusters Score -570706.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -44308.914062 Penalty: 1610.825806
	Iteration 0F: 2 clusters Score -44308.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -42621.859375 Penalty: 3221.651611
	Iteration 0F: 3 clusters Score -42621.86 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -42861.773438 Penalty: 3221.651611
	Iteration 1F: 3 clusters Score -42861.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -42966.601562 Penalty: 3221.651611
	Iteration 2F: 3 clusters Score -42966.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -43030.042969 Penalty: 3221.651611
	Iteration 3Q: 3 clusters Score -43030.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -43088.562500 Penalty: 3221.651611
	Iteration 4Q: 3 clusters Score -43088.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -43120.265625 Penalty: 3221.651611
	Iteration 5Q: 3 clusters Score -43120.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -43138.078125 Penalty: 3221.651611
	Iteration 6Q: 3 clusters Score -43138.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -43152.621094 Penalty: 3221.651611
	Iteration 7Q: 3 clusters Score -43152.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -43160.691406 Penalty: 3221.651611
	Iteration 8Q: 3 clusters Score -43160.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -43171.343750 Penalty: 3221.651611
	Iteration 9Q: 3 clusters Score -43171.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -43193.664062 Penalty: 3221.651611
	Iteration 10Q: 3 clusters Score -43193.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -43220.242188 Penalty: 3221.651611
	Iteration 11Q: 3 clusters Score -43220.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -43244.511719 Penalty: 3221.651611
	Iteration 12Q: 3 clusters Score -43244.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -43246.589844 Penalty: 3221.651611
	Iteration 13Q: 3 clusters Score -43246.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -43250.875000 Penalty: 3221.651611
	Iteration 14Q: 3 clusters Score -43250.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -43253.750000 Penalty: 3221.651611
	Iteration 15Q: 3 clusters Score -43253.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -43255.929688 Penalty: 3221.651611
	Iteration 16Q: 3 clusters Score -43255.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -43258.261719 Penalty: 3221.651611
	Iteration 17Q: 3 clusters Score -43258.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -43258.781250 Penalty: 3221.651611
	Iteration 18Q: 3 clusters Score -43258.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -43258.781250 Penalty: 3221.651611
	Iteration 19F: 3 clusters Score -43258.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Entering Unmasked Estep 
Score: -373239.718750 Penalty: 2111.916504
	Iteration 0F: 2 clusters Score -373239.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -368694.281250 Penalty: 4223.833008
	Iteration 0F: 3 clusters Score -368694.3 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -369750.312500 Penalty: 4223.833008
	Iteration 1F: 3 clusters Score -369750.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -369973.718750 Penalty: 4223.833008
	Iteration 2F: 3 clusters Score -369973.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -370118.906250 Penalty: 4223.833008
	Iteration 3F: 3 clusters Score -370118.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -370247.437500 Penalty: 4223.833008
	Iteration 4Q: 3 clusters Score -370247.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -370353.968750 Penalty: 4223.833008
	Iteration 5Q: 3 clusters Score -370354 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -370437.375000 Penalty: 4223.833008
	Iteration 6Q: 3 clusters Score -370437.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -370522.312500 Penalty: 4223.833008
	Iteration 7Q: 3 clusters Score -370522.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -370610.062500 Penalty: 4223.833008
	Iteration 8Q: 3 clusters Score -370610.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -370692.531250 Penalty: 4223.833008
	Iteration 9Q: 3 clusters Score -370692.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -370770.312500 Penalty: 4223.833008
	Iteration 10Q: 3 clusters Score -370770.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -370861.656250 Penalty: 4223.833008
	Iteration 11Q: 3 clusters Score -370861.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -370962.500000 Penalty: 4223.833008
	Iteration 12Q: 3 clusters Score -370962.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -371050.843750 Penalty: 4223.833008
	Iteration 13Q: 3 clusters Score -371050.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -371109.312500 Penalty: 4223.833008
	Iteration 14Q: 3 clusters Score -371109.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -371157.593750 Penalty: 4223.833008
	Iteration 15Q: 3 clusters Score -371157.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -371207.531250 Penalty: 4223.833008
	Iteration 16Q: 3 clusters Score -371207.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -371257.531250 Penalty: 4223.833008
	Iteration 17Q: 3 clusters Score -371257.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -371298.687500 Penalty: 4223.833008
	Iteration 18Q: 3 clusters Score -371298.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -371333.906250 Penalty: 4223.833008
	Iteration 19Q: 3 clusters Score -371333.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -371375.531250 Penalty: 4223.833008
	Iteration 20F: 3 clusters Score -371375.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -371412.687500 Penalty: 4223.833008
	Iteration 21Q: 3 clusters Score -371412.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -371444.093750 Penalty: 4223.833008
	Iteration 22Q: 3 clusters Score -371444.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -371461.937500 Penalty: 4223.833008
	Iteration 23Q: 3 clusters Score -371461.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -371474.156250 Penalty: 4223.833008
	Iteration 24Q: 3 clusters Score -371474.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -371482.593750 Penalty: 4223.833008
	Iteration 25Q: 3 clusters Score -371482.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -371488.531250 Penalty: 4223.833008
	Iteration 26Q: 3 clusters Score -371488.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -371490.656250 Penalty: 4223.833008
	Iteration 27Q: 3 clusters Score -371490.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -371491.906250 Penalty: 4223.833008
	Iteration 28Q: 3 clusters Score -371491.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -371495.281250 Penalty: 4223.833008
	Iteration 29Q: 3 clusters Score -371495.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -371497.031250 Penalty: 4223.833008
	Iteration 30Q: 3 clusters Score -371497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -371497.562500 Penalty: 4223.833008
	Iteration 31Q: 3 clusters Score -371497.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -371498.468750 Penalty: 4223.833008
	Iteration 32Q: 3 clusters Score -371498.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -371500.125000 Penalty: 4223.833008
	Iteration 33Q: 3 clusters Score -371500.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -371502.750000 Penalty: 4223.833008
	Iteration 34Q: 3 clusters Score -371502.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -371506.875000 Penalty: 4223.833008
	Iteration 35Q: 3 clusters Score -371506.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -371512.156250 Penalty: 4223.833008
	Iteration 36Q: 3 clusters Score -371512.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -371518.281250 Penalty: 4223.833008
	Iteration 37Q: 3 clusters Score -371518.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -371521.781250 Penalty: 4223.833008
	Iteration 38Q: 3 clusters Score -371521.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -371524.250000 Penalty: 4223.833008
	Iteration 39Q: 3 clusters Score -371524.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -371526.531250 Penalty: 4223.833008
	Iteration 40F: 3 clusters Score -371526.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Entering Unmasked Estep 
Score: -959154.250000 Penalty: 2348.160156
	Iteration 0F: 2 clusters Score -959154.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -949603.312500 Penalty: 4696.320312
	Iteration 0F: 3 clusters Score -949603.3 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -952488.187500 Penalty: 4696.320312
	Iteration 1F: 3 clusters Score -952488.2 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -952764.125000 Penalty: 4696.320312
	Iteration 2F: 3 clusters Score -952764.1 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -952974.375000 Penalty: 4696.320312
	Iteration 3Q: 3 clusters Score -952974.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -953150.750000 Penalty: 4696.320312
	Iteration 4Q: 3 clusters Score -953150.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -953284.500000 Penalty: 4696.320312
	Iteration 5Q: 3 clusters Score -953284.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -953394.937500 Penalty: 4696.320312
	Iteration 6Q: 3 clusters Score -953394.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -953506.500000 Penalty: 4696.320312
	Iteration 7Q: 3 clusters Score -953506.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -953620.562500 Penalty: 4696.320312
	Iteration 8Q: 3 clusters Score -953620.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -953738.750000 Penalty: 4696.320312
	Iteration 9Q: 3 clusters Score -953738.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -953867.375000 Penalty: 4696.320312
	Iteration 10Q: 3 clusters Score -953867.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -954013.500000 Penalty: 4696.320312
	Iteration 11Q: 3 clusters Score -954013.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -954201.187500 Penalty: 4696.320312
	Iteration 12Q: 3 clusters Score -954201.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -954429.437500 Penalty: 4696.320312
	Iteration 13Q: 3 clusters Score -954429.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -954698.187500 Penalty: 4696.320312
	Iteration 14Q: 3 clusters Score -954698.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -955017.687500 Penalty: 4696.320312
	Iteration 15Q: 3 clusters Score -955017.7 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -955402.625000 Penalty: 4696.320312
	Iteration 16Q: 3 clusters Score -955402.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -955744.937500 Penalty: 4696.320312
	Iteration 17Q: 3 clusters Score -955744.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -956004.062500 Penalty: 4696.320312
	Iteration 18Q: 3 clusters Score -956004.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -956198.375000 Penalty: 4696.320312
	Iteration 19Q: 3 clusters Score -956198.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -956356.375000 Penalty: 4696.320312
	Iteration 20F: 3 clusters Score -956356.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -956481.937500 Penalty: 4696.320312
	Iteration 21Q: 3 clusters Score -956481.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -956587.437500 Penalty: 4696.320312
	Iteration 22Q: 3 clusters Score -956587.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -956701.000000 Penalty: 4696.320312
	Iteration 23Q: 3 clusters Score -956701 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -956800.937500 Penalty: 4696.320312
	Iteration 24Q: 3 clusters Score -956800.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -956885.062500 Penalty: 4696.320312
	Iteration 25Q: 3 clusters Score -956885.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -956958.375000 Penalty: 4696.320312
	Iteration 26Q: 3 clusters Score -956958.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -957015.062500 Penalty: 4696.320312
	Iteration 27Q: 3 clusters Score -957015.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -957061.750000 Penalty: 4696.320312
	Iteration 28Q: 3 clusters Score -957061.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -957105.250000 Penalty: 4696.320312
	Iteration 29Q: 3 clusters Score -957105.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -957132.062500 Penalty: 4696.320312
	Iteration 30Q: 3 clusters Score -957132.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -957160.937500 Penalty: 4696.320312
	Iteration 31Q: 3 clusters Score -957160.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -957186.312500 Penalty: 4696.320312
	Iteration 32Q: 3 clusters Score -957186.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -957205.187500 Penalty: 4696.320312
	Iteration 33Q: 3 clusters Score -957205.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -957214.875000 Penalty: 4696.320312
	Iteration 34Q: 3 clusters Score -957214.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -957220.500000 Penalty: 4696.320312
	Iteration 35Q: 3 clusters Score -957220.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -957225.625000 Penalty: 4696.320312
	Iteration 36Q: 3 clusters Score -957225.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -957232.875000 Penalty: 4696.320312
	Iteration 37Q: 3 clusters Score -957232.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -957240.062500 Penalty: 4696.320312
	Iteration 38Q: 3 clusters Score -957240.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -957248.187500 Penalty: 4696.320312
	Iteration 39Q: 3 clusters Score -957248.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -957249.000000 Penalty: 4696.320312
	Iteration 40F: 3 clusters Score -957249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -957252.125000 Penalty: 4696.320312
	Iteration 41Q: 3 clusters Score -957252.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -957251.625000 Penalty: 4696.320312
	Iteration 42Q: 3 clusters Score -957251.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -957251.875000 Penalty: 4696.320312
	Iteration 43Q: 3 clusters Score -957251.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -957251.687500 Penalty: 4696.320312
	Iteration 44Q: 3 clusters Score -957251.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -957255.000000 Penalty: 4696.320312
	Iteration 45Q: 3 clusters Score -957255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -957257.062500 Penalty: 4696.320312
	Iteration 46Q: 3 clusters Score -957257.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -957260.312500 Penalty: 4696.320312
	Iteration 47Q: 3 clusters Score -957260.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -957261.000000 Penalty: 4696.320312
	Iteration 48Q: 3 clusters Score -957261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -957263.125000 Penalty: 4696.320312
	Iteration 49Q: 3 clusters Score -957263.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -957264.187500 Penalty: 4696.320312
	Iteration 50Q: 3 clusters Score -957264.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -957265.875000 Penalty: 4696.320312
	Iteration 51Q: 3 clusters Score -957265.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -957267.062500 Penalty: 4696.320312
	Iteration 52Q: 3 clusters Score -957267.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -957267.062500 Penalty: 4696.320312
	Iteration 53F: 3 clusters Score -957267.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -38260.312500 Penalty: 1620.379639
	Iteration 0F: 2 clusters Score -38260.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -36581.710938 Penalty: 3240.759277
	Iteration 0F: 3 clusters Score -36581.71 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -36834.289062 Penalty: 3240.759277
	Iteration 1F: 3 clusters Score -36834.29 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -36908.906250 Penalty: 3240.759277
	Iteration 2F: 3 clusters Score -36908.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -36966.328125 Penalty: 3240.759277
	Iteration 3Q: 3 clusters Score -36966.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -37023.554688 Penalty: 3240.759277
	Iteration 4Q: 3 clusters Score -37023.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -37064.695312 Penalty: 3240.759277
	Iteration 5Q: 3 clusters Score -37064.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37070.039062 Penalty: 3240.759277
	Iteration 6Q: 3 clusters Score -37070.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -37073.324219 Penalty: 3240.759277
	Iteration 7Q: 3 clusters Score -37073.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -37079.531250 Penalty: 3240.759277
	Iteration 8Q: 3 clusters Score -37079.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -37083.921875 Penalty: 3240.759277
	Iteration 9Q: 3 clusters Score -37083.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -37084.898438 Penalty: 3240.759277
	Iteration 10Q: 3 clusters Score -37084.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -37084.898438 Penalty: 3240.759277
	Iteration 11F: 3 clusters Score -37084.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Entering Unmasked Estep 
Score: -574716.187500 Penalty: 2214.434326
	Iteration 0F: 2 clusters Score -574716.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -568646.000000 Penalty: 4428.868652
	Iteration 0F: 3 clusters Score -568646 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -570263.437500 Penalty: 4428.868652
	Iteration 1F: 3 clusters Score -570263.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -570490.687500 Penalty: 4428.868652
	Iteration 2F: 3 clusters Score -570490.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -570627.062500 Penalty: 4428.868652
	Iteration 3Q: 3 clusters Score -570627.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -570731.937500 Penalty: 4428.868652
	Iteration 4Q: 3 clusters Score -570731.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -570814.625000 Penalty: 4428.868652
	Iteration 5Q: 3 clusters Score -570814.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -570896.312500 Penalty: 4428.868652
	Iteration 6Q: 3 clusters Score -570896.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -570975.937500 Penalty: 4428.868652
	Iteration 7Q: 3 clusters Score -570975.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -571052.562500 Penalty: 4428.868652
	Iteration 8Q: 3 clusters Score -571052.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -571131.375000 Penalty: 4428.868652
	Iteration 9Q: 3 clusters Score -571131.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -571231.625000 Penalty: 4428.868652
	Iteration 10Q: 3 clusters Score -571231.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -571361.000000 Penalty: 4428.868652
	Iteration 11Q: 3 clusters Score -571361 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -571516.750000 Penalty: 4428.868652
	Iteration 12Q: 3 clusters Score -571516.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -571747.937500 Penalty: 4428.868652
	Iteration 13Q: 3 clusters Score -571747.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -571976.437500 Penalty: 4428.868652
	Iteration 14Q: 3 clusters Score -571976.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -572178.875000 Penalty: 4428.868652
	Iteration 15Q: 3 clusters Score -572178.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -572381.687500 Penalty: 4428.868652
	Iteration 16Q: 3 clusters Score -572381.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -572572.062500 Penalty: 4428.868652
	Iteration 17Q: 3 clusters Score -572572.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -572746.312500 Penalty: 4428.868652
	Iteration 18Q: 3 clusters Score -572746.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -572896.125000 Penalty: 4428.868652
	Iteration 19Q: 3 clusters Score -572896.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -573018.812500 Penalty: 4428.868652
	Iteration 20F: 3 clusters Score -573018.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -573136.875000 Penalty: 4428.868652
	Iteration 21Q: 3 clusters Score -573136.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -573232.562500 Penalty: 4428.868652
	Iteration 22Q: 3 clusters Score -573232.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -573311.375000 Penalty: 4428.868652
	Iteration 23Q: 3 clusters Score -573311.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -573359.562500 Penalty: 4428.868652
	Iteration 24Q: 3 clusters Score -573359.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -573397.875000 Penalty: 4428.868652
	Iteration 25Q: 3 clusters Score -573397.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -573424.875000 Penalty: 4428.868652
	Iteration 26Q: 3 clusters Score -573424.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -573445.125000 Penalty: 4428.868652
	Iteration 27Q: 3 clusters Score -573445.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -573466.375000 Penalty: 4428.868652
	Iteration 28Q: 3 clusters Score -573466.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -573478.937500 Penalty: 4428.868652
	Iteration 29Q: 3 clusters Score -573478.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -573485.812500 Penalty: 4428.868652
	Iteration 30Q: 3 clusters Score -573485.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -573487.437500 Penalty: 4428.868652
	Iteration 31Q: 3 clusters Score -573487.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -573487.312500 Penalty: 4428.868652
	Iteration 32Q: 3 clusters Score -573487.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -573487.187500 Penalty: 4428.868652
	Iteration 33Q: 3 clusters Score -573487.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -573487.187500 Penalty: 4428.868652
	Iteration 34F: 3 clusters Score -573487.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -537894.125000 Penalty: 2203.211670
	Iteration 0F: 2 clusters Score -537894.1 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 3681 members 
Entering Unmasked Estep 
Score: -531977.625000 Penalty: 4406.423340
	Iteration 0F: 3 clusters Score -531977.6 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -533500.625000 Penalty: 4406.423340
	Iteration 1F: 3 clusters Score -533500.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -533774.937500 Penalty: 4406.423340
	Iteration 2F: 3 clusters Score -533774.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -533993.750000 Penalty: 4406.423340
	Iteration 3F: 3 clusters Score -533993.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -534174.750000 Penalty: 4406.423340
	Iteration 4Q: 3 clusters Score -534174.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -534354.812500 Penalty: 4406.423340
	Iteration 5Q: 3 clusters Score -534354.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -534547.437500 Penalty: 4406.423340
	Iteration 6Q: 3 clusters Score -534547.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -534763.562500 Penalty: 4406.423340
	Iteration 7Q: 3 clusters Score -534763.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -534974.750000 Penalty: 4406.423340
	Iteration 8Q: 3 clusters Score -534974.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -535197.375000 Penalty: 4406.423340
	Iteration 9Q: 3 clusters Score -535197.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -535376.062500 Penalty: 4406.423340
	Iteration 10Q: 3 clusters Score -535376.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -535536.937500 Penalty: 4406.423340
	Iteration 11Q: 3 clusters Score -535536.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -535665.000000 Penalty: 4406.423340
	Iteration 12Q: 3 clusters Score -535665 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -535737.375000 Penalty: 4406.423340
	Iteration 13Q: 3 clusters Score -535737.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -535796.500000 Penalty: 4406.423340
	Iteration 14Q: 3 clusters Score -535796.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -535842.625000 Penalty: 4406.423340
	Iteration 15Q: 3 clusters Score -535842.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -535880.437500 Penalty: 4406.423340
	Iteration 16Q: 3 clusters Score -535880.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -535911.562500 Penalty: 4406.423340
	Iteration 17Q: 3 clusters Score -535911.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -535941.750000 Penalty: 4406.423340
	Iteration 18Q: 3 clusters Score -535941.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -535964.625000 Penalty: 4406.423340
	Iteration 19Q: 3 clusters Score -535964.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -535976.312500 Penalty: 4406.423340
	Iteration 20F: 3 clusters Score -535976.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -535992.062500 Penalty: 4406.423340
	Iteration 21Q: 3 clusters Score -535992.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -536000.000000 Penalty: 4406.423340
	Iteration 22Q: 3 clusters Score -536000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -536005.625000 Penalty: 4406.423340
	Iteration 23Q: 3 clusters Score -536005.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -536012.125000 Penalty: 4406.423340
	Iteration 24Q: 3 clusters Score -536012.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -536017.062500 Penalty: 4406.423340
	Iteration 25Q: 3 clusters Score -536017.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -536022.812500 Penalty: 4406.423340
	Iteration 26Q: 3 clusters Score -536022.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -536024.750000 Penalty: 4406.423340
	Iteration 27Q: 3 clusters Score -536024.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -536028.750000 Penalty: 4406.423340
	Iteration 28Q: 3 clusters Score -536028.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -536028.562500 Penalty: 4406.423340
	Iteration 29Q: 3 clusters Score -536028.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -536028.562500 Penalty: 4406.423340
	Iteration 30F: 3 clusters Score -536028.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Entering Unmasked Estep 
Score: -198554.796875 Penalty: 1964.990356
	Iteration 0F: 2 clusters Score -198554.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -195468.078125 Penalty: 3929.980713
	Iteration 0F: 3 clusters Score -195468.1 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -196119.781250 Penalty: 3929.980713
	Iteration 1F: 3 clusters Score -196119.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -196290.968750 Penalty: 3929.980713
	Iteration 2F: 3 clusters Score -196291 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -196396.875000 Penalty: 3929.980713
	Iteration 3Q: 3 clusters Score -196396.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -196509.750000 Penalty: 3929.980713
	Iteration 4Q: 3 clusters Score -196509.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -196669.171875 Penalty: 3929.980713
	Iteration 5Q: 3 clusters Score -196669.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -196967.250000 Penalty: 3929.980713
	Iteration 6Q: 3 clusters Score -196967.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -197233.125000 Penalty: 3929.980713
	Iteration 7F: 3 clusters Score -197233.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -197390.125000 Penalty: 3929.980713
	Iteration 8F: 3 clusters Score -197390.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -197503.703125 Penalty: 3929.980713
	Iteration 9Q: 3 clusters Score -197503.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -197613.609375 Penalty: 3929.980713
	Iteration 10Q: 3 clusters Score -197613.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -197766.500000 Penalty: 3929.980713
	Iteration 11Q: 3 clusters Score -197766.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -198138.531250 Penalty: 3929.980713
	Iteration 12Q: 3 clusters Score -198138.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -198571.890625 Penalty: 3929.980713
	Iteration 13Q: 3 clusters Score -198571.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -198701.843750 Penalty: 3929.980713
	Iteration 14Q: 3 clusters Score -198701.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -198828.671875 Penalty: 3929.980713
	Iteration 15Q: 3 clusters Score -198828.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -198927.343750 Penalty: 3929.980713
	Iteration 16Q: 3 clusters Score -198927.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -198987.453125 Penalty: 3929.980713
	Iteration 17Q: 3 clusters Score -198987.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -199020.906250 Penalty: 3929.980713
	Iteration 18Q: 3 clusters Score -199020.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -199026.125000 Penalty: 3929.980713
	Iteration 19Q: 3 clusters Score -199026.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -199028.265625 Penalty: 3929.980713
	Iteration 20F: 3 clusters Score -199028.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7351 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130373 members 
Mstep: Class 5 contains 26583 members 
Mstep: Class 6 contains 54514 members 
Mstep: Class 7 contains 27117 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 204775 members 
Mstep: Class 10 contains 9382 members 
Mstep: Class 11 contains 81276 members 
Mstep: Class 12 contains 24338 members 
Mstep: Class 13 contains 10226 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 46534 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6730 members 
Mstep: Class 18 contains 206880 members 
Mstep: Class 19 contains 23200 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5720 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28554 members 
Mstep: Class 24 contains 4852 members 
Mstep: Class 25 contains 5016 members 
Mstep: Class 26 contains 18199 members 
Mstep: Class 27 contains 13927 members 
Mstep: Class 28 contains 10042 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8319 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12944 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7549 members 
Mstep: Class 36 contains 7215 members 
Mstep: Class 37 contains 807 members 
Mstep: Class 38 contains 3590 members 
Mstep: Class 39 contains 2246 members 
Mstep: Class 40 contains 2638 members 
Mstep: Class 41 contains 12698 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3410 members 
Mstep: Class 44 contains 4675 members 
Mstep: Class 45 contains 2317 members 
Mstep: Class 46 contains 4869 members 
Mstep: Class 47 contains 356460 members 
Mstep: Class 48 contains 9858 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 1954 members 
Entering Unmasked Estep 
Score: -102297240.000000 Penalty: 175625.656250
Splitting cluster 37 changes total score from -102297944.000000 to -102297240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (3590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Entering Unmasked Estep 
Score: -273421.812500 Penalty: 2030.104980
	Iteration 0F: 2 clusters Score -273421.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -269776.562500 Penalty: 4060.209961
	Iteration 0F: 3 clusters Score -269776.6 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -270610.187500 Penalty: 4060.209961
	Iteration 1F: 3 clusters Score -270610.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -270801.531250 Penalty: 4060.209961
	Iteration 2F: 3 clusters Score -270801.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -270918.531250 Penalty: 4060.209961
	Iteration 3F: 3 clusters Score -270918.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -270983.312500 Penalty: 4060.209961
	Iteration 4Q: 3 clusters Score -270983.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -271026.937500 Penalty: 4060.209961
	Iteration 5Q: 3 clusters Score -271026.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -271070.906250 Penalty: 4060.209961
	Iteration 6Q: 3 clusters Score -271070.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -271100.562500 Penalty: 4060.209961
	Iteration 7Q: 3 clusters Score -271100.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -271124.343750 Penalty: 4060.209961
	Iteration 8Q: 3 clusters Score -271124.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -271144.531250 Penalty: 4060.209961
	Iteration 9Q: 3 clusters Score -271144.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -271156.500000 Penalty: 4060.209961
	Iteration 10Q: 3 clusters Score -271156.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -271172.687500 Penalty: 4060.209961
	Iteration 11Q: 3 clusters Score -271172.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -271189.125000 Penalty: 4060.209961
	Iteration 12Q: 3 clusters Score -271189.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -271205.875000 Penalty: 4060.209961
	Iteration 13Q: 3 clusters Score -271205.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -271218.750000 Penalty: 4060.209961
	Iteration 14Q: 3 clusters Score -271218.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -271232.125000 Penalty: 4060.209961
	Iteration 15Q: 3 clusters Score -271232.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -271242.312500 Penalty: 4060.209961
	Iteration 16Q: 3 clusters Score -271242.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -271254.375000 Penalty: 4060.209961
	Iteration 17Q: 3 clusters Score -271254.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -271266.562500 Penalty: 4060.209961
	Iteration 18Q: 3 clusters Score -271266.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -271275.031250 Penalty: 4060.209961
	Iteration 19Q: 3 clusters Score -271275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -271281.437500 Penalty: 4060.209961
	Iteration 20F: 3 clusters Score -271281.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -271286.562500 Penalty: 4060.209961
	Iteration 21Q: 3 clusters Score -271286.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -271290.750000 Penalty: 4060.209961
	Iteration 22Q: 3 clusters Score -271290.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -271295.687500 Penalty: 4060.209961
	Iteration 23Q: 3 clusters Score -271295.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -271302.187500 Penalty: 4060.209961
	Iteration 24Q: 3 clusters Score -271302.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -271307.093750 Penalty: 4060.209961
	Iteration 25Q: 3 clusters Score -271307.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -271312.375000 Penalty: 4060.209961
	Iteration 26Q: 3 clusters Score -271312.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -271318.875000 Penalty: 4060.209961
	Iteration 27Q: 3 clusters Score -271318.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -271322.187500 Penalty: 4060.209961
	Iteration 28Q: 3 clusters Score -271322.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -271325.343750 Penalty: 4060.209961
	Iteration 29Q: 3 clusters Score -271325.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -271328.343750 Penalty: 4060.209961
	Iteration 30Q: 3 clusters Score -271328.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -271333.843750 Penalty: 4060.209961
	Iteration 31Q: 3 clusters Score -271333.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -271337.093750 Penalty: 4060.209961
	Iteration 32Q: 3 clusters Score -271337.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -271341.718750 Penalty: 4060.209961
	Iteration 33Q: 3 clusters Score -271341.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -271344.937500 Penalty: 4060.209961
	Iteration 34Q: 3 clusters Score -271344.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -271346.093750 Penalty: 4060.209961
	Iteration 35Q: 3 clusters Score -271346.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -271348.843750 Penalty: 4060.209961
	Iteration 36Q: 3 clusters Score -271348.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -271349.312500 Penalty: 4060.209961
	Iteration 37Q: 3 clusters Score -271349.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -271349.687500 Penalty: 4060.209961
	Iteration 38Q: 3 clusters Score -271349.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -271349.687500 Penalty: 4060.209961
	Iteration 39F: 3 clusters Score -271349.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Entering Unmasked Estep 
Score: -154674.406250 Penalty: 1913.792725
	Iteration 0F: 2 clusters Score -154674.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -151878.562500 Penalty: 3827.585449
	Iteration 0F: 3 clusters Score -151878.6 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -152582.812500 Penalty: 3827.585449
	Iteration 1F: 3 clusters Score -152582.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -152879.093750 Penalty: 3827.585449
	Iteration 2F: 3 clusters Score -152879.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -153102.781250 Penalty: 3827.585449
	Iteration 3F: 3 clusters Score -153102.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -153253.687500 Penalty: 3827.585449
	Iteration 4Q: 3 clusters Score -153253.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -153349.265625 Penalty: 3827.585449
	Iteration 5Q: 3 clusters Score -153349.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -153400.546875 Penalty: 3827.585449
	Iteration 6Q: 3 clusters Score -153400.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -153442.734375 Penalty: 3827.585449
	Iteration 7Q: 3 clusters Score -153442.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -153474.156250 Penalty: 3827.585449
	Iteration 8Q: 3 clusters Score -153474.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -153499.406250 Penalty: 3827.585449
	Iteration 9Q: 3 clusters Score -153499.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -153521.828125 Penalty: 3827.585449
	Iteration 10Q: 3 clusters Score -153521.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -153536.359375 Penalty: 3827.585449
	Iteration 11Q: 3 clusters Score -153536.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -153549.312500 Penalty: 3827.585449
	Iteration 12Q: 3 clusters Score -153549.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -153556.296875 Penalty: 3827.585449
	Iteration 13Q: 3 clusters Score -153556.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -153562.765625 Penalty: 3827.585449
	Iteration 14Q: 3 clusters Score -153562.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -153569.343750 Penalty: 3827.585449
	Iteration 15Q: 3 clusters Score -153569.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -153575.921875 Penalty: 3827.585449
	Iteration 16Q: 3 clusters Score -153575.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -153583.500000 Penalty: 3827.585449
	Iteration 17Q: 3 clusters Score -153583.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -153593.328125 Penalty: 3827.585449
	Iteration 18Q: 3 clusters Score -153593.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -153604.843750 Penalty: 3827.585449
	Iteration 19Q: 3 clusters Score -153604.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -153616.875000 Penalty: 3827.585449
	Iteration 20F: 3 clusters Score -153616.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -153625.968750 Penalty: 3827.585449
	Iteration 21Q: 3 clusters Score -153626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -153629.234375 Penalty: 3827.585449
	Iteration 22Q: 3 clusters Score -153629.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -153631.125000 Penalty: 3827.585449
	Iteration 23Q: 3 clusters Score -153631.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -153632.656250 Penalty: 3827.585449
	Iteration 24Q: 3 clusters Score -153632.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -153636.062500 Penalty: 3827.585449
	Iteration 25Q: 3 clusters Score -153636.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -153636.546875 Penalty: 3827.585449
	Iteration 26Q: 3 clusters Score -153636.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -153636.546875 Penalty: 3827.585449
	Iteration 27F: 3 clusters Score -153636.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Entering Unmasked Estep 
Score: -177117.000000 Penalty: 1953.688477
	Iteration 0F: 2 clusters Score -177117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -174115.031250 Penalty: 3907.376953
	Iteration 0F: 3 clusters Score -174115 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -174680.281250 Penalty: 3907.376953
	Iteration 1F: 3 clusters Score -174680.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -174860.734375 Penalty: 3907.376953
	Iteration 2F: 3 clusters Score -174860.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -174962.500000 Penalty: 3907.376953
	Iteration 3F: 3 clusters Score -174962.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -175039.062500 Penalty: 3907.376953
	Iteration 4Q: 3 clusters Score -175039.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -175118.406250 Penalty: 3907.376953
	Iteration 5Q: 3 clusters Score -175118.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -175234.765625 Penalty: 3907.376953
	Iteration 6Q: 3 clusters Score -175234.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -175393.203125 Penalty: 3907.376953
	Iteration 7Q: 3 clusters Score -175393.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -175564.765625 Penalty: 3907.376953
	Iteration 8Q: 3 clusters Score -175564.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -175733.375000 Penalty: 3907.376953
	Iteration 9Q: 3 clusters Score -175733.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -175837.484375 Penalty: 3907.376953
	Iteration 10Q: 3 clusters Score -175837.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -175911.859375 Penalty: 3907.376953
	Iteration 11Q: 3 clusters Score -175911.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -175960.687500 Penalty: 3907.376953
	Iteration 12Q: 3 clusters Score -175960.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -175988.468750 Penalty: 3907.376953
	Iteration 13Q: 3 clusters Score -175988.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -176003.640625 Penalty: 3907.376953
	Iteration 14Q: 3 clusters Score -176003.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -176013.562500 Penalty: 3907.376953
	Iteration 15Q: 3 clusters Score -176013.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -176024.812500 Penalty: 3907.376953
	Iteration 16Q: 3 clusters Score -176024.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -176034.156250 Penalty: 3907.376953
	Iteration 17Q: 3 clusters Score -176034.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -176045.875000 Penalty: 3907.376953
	Iteration 18Q: 3 clusters Score -176045.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -176052.171875 Penalty: 3907.376953
	Iteration 19Q: 3 clusters Score -176052.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -176058.093750 Penalty: 3907.376953
	Iteration 20F: 3 clusters Score -176058.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -176062.500000 Penalty: 3907.376953
	Iteration 21Q: 3 clusters Score -176062.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -176066.671875 Penalty: 3907.376953
	Iteration 22Q: 3 clusters Score -176066.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -176071.437500 Penalty: 3907.376953
	Iteration 23Q: 3 clusters Score -176071.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -176074.140625 Penalty: 3907.376953
	Iteration 24Q: 3 clusters Score -176074.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -176076.484375 Penalty: 3907.376953
	Iteration 25Q: 3 clusters Score -176076.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -176077.656250 Penalty: 3907.376953
	Iteration 26Q: 3 clusters Score -176077.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -176078.234375 Penalty: 3907.376953
	Iteration 27Q: 3 clusters Score -176078.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -176080.546875 Penalty: 3907.376953
	Iteration 28Q: 3 clusters Score -176080.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -176081.375000 Penalty: 3907.376953
	Iteration 29Q: 3 clusters Score -176081.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -176081.375000 Penalty: 3907.376953
	Iteration 30F: 3 clusters Score -176081.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (12698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Entering Unmasked Estep 
Score: -964002.437500 Penalty: 2343.401611
	Iteration 0F: 2 clusters Score -964002.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -954617.000000 Penalty: 4686.803223
	Iteration 0F: 3 clusters Score -954617 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -957504.187500 Penalty: 4686.803223
	Iteration 1F: 3 clusters Score -957504.2 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -957884.812500 Penalty: 4686.803223
	Iteration 2F: 3 clusters Score -957884.8 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -958223.000000 Penalty: 4686.803223
	Iteration 3F: 3 clusters Score -958223 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -958520.625000 Penalty: 4686.803223
	Iteration 4Q: 3 clusters Score -958520.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -958814.625000 Penalty: 4686.803223
	Iteration 5Q: 3 clusters Score -958814.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -959122.437500 Penalty: 4686.803223
	Iteration 6Q: 3 clusters Score -959122.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -959463.625000 Penalty: 4686.803223
	Iteration 7Q: 3 clusters Score -959463.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -959847.500000 Penalty: 4686.803223
	Iteration 8Q: 3 clusters Score -959847.5 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -960269.875000 Penalty: 4686.803223
	Iteration 9Q: 3 clusters Score -960269.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -960682.312500 Penalty: 4686.803223
	Iteration 10Q: 3 clusters Score -960682.3 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -961096.875000 Penalty: 4686.803223
	Iteration 11Q: 3 clusters Score -961096.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -961381.562500 Penalty: 4686.803223
	Iteration 12Q: 3 clusters Score -961381.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -961552.937500 Penalty: 4686.803223
	Iteration 13Q: 3 clusters Score -961552.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -961639.687500 Penalty: 4686.803223
	Iteration 14Q: 3 clusters Score -961639.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -961701.125000 Penalty: 4686.803223
	Iteration 15Q: 3 clusters Score -961701.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -961749.812500 Penalty: 4686.803223
	Iteration 16Q: 3 clusters Score -961749.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -961800.812500 Penalty: 4686.803223
	Iteration 17Q: 3 clusters Score -961800.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -961846.375000 Penalty: 4686.803223
	Iteration 18Q: 3 clusters Score -961846.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -961888.375000 Penalty: 4686.803223
	Iteration 19Q: 3 clusters Score -961888.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -961931.375000 Penalty: 4686.803223
	Iteration 20F: 3 clusters Score -961931.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -961972.437500 Penalty: 4686.803223
	Iteration 21Q: 3 clusters Score -961972.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -961996.812500 Penalty: 4686.803223
	Iteration 22Q: 3 clusters Score -961996.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -962025.000000 Penalty: 4686.803223
	Iteration 23Q: 3 clusters Score -962025 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -962041.375000 Penalty: 4686.803223
	Iteration 24Q: 3 clusters Score -962041.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -962057.125000 Penalty: 4686.803223
	Iteration 25Q: 3 clusters Score -962057.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -962071.000000 Penalty: 4686.803223
	Iteration 26Q: 3 clusters Score -962071 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -962080.750000 Penalty: 4686.803223
	Iteration 27Q: 3 clusters Score -962080.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -962099.250000 Penalty: 4686.803223
	Iteration 28Q: 3 clusters Score -962099.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -962116.312500 Penalty: 4686.803223
	Iteration 29Q: 3 clusters Score -962116.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -962127.562500 Penalty: 4686.803223
	Iteration 30Q: 3 clusters Score -962127.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -962139.500000 Penalty: 4686.803223
	Iteration 31Q: 3 clusters Score -962139.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -962150.375000 Penalty: 4686.803223
	Iteration 32Q: 3 clusters Score -962150.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -962157.937500 Penalty: 4686.803223
	Iteration 33Q: 3 clusters Score -962157.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -962166.250000 Penalty: 4686.803223
	Iteration 34Q: 3 clusters Score -962166.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -962175.437500 Penalty: 4686.803223
	Iteration 35Q: 3 clusters Score -962175.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -962184.875000 Penalty: 4686.803223
	Iteration 36Q: 3 clusters Score -962184.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -962191.125000 Penalty: 4686.803223
	Iteration 37Q: 3 clusters Score -962191.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -962197.000000 Penalty: 4686.803223
	Iteration 38Q: 3 clusters Score -962197 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -962205.500000 Penalty: 4686.803223
	Iteration 39Q: 3 clusters Score -962205.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -962209.437500 Penalty: 4686.803223
	Iteration 40F: 3 clusters Score -962209.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -962217.375000 Penalty: 4686.803223
	Iteration 41Q: 3 clusters Score -962217.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -962221.625000 Penalty: 4686.803223
	Iteration 42Q: 3 clusters Score -962221.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -962226.812500 Penalty: 4686.803223
	Iteration 43Q: 3 clusters Score -962226.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -962225.875000 Penalty: 4686.803223
	Iteration 44Q: 3 clusters Score -962225.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -962227.187500 Penalty: 4686.803223
	Iteration 45Q: 3 clusters Score -962227.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -962229.187500 Penalty: 4686.803223
	Iteration 46Q: 3 clusters Score -962229.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -962228.625000 Penalty: 4686.803223
	Iteration 47Q: 3 clusters Score -962228.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -962230.000000 Penalty: 4686.803223
	Iteration 48Q: 3 clusters Score -962230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -962232.250000 Penalty: 4686.803223
	Iteration 49Q: 3 clusters Score -962232.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -962230.125000 Penalty: 4686.803223
	Iteration 50Q: 3 clusters Score -962230.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -962235.500000 Penalty: 4686.803223
	Iteration 51Q: 3 clusters Score -962235.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -962234.875000 Penalty: 4686.803223
	Iteration 52Q: 3 clusters Score -962234.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -962238.125000 Penalty: 4686.803223
	Iteration 53Q: 3 clusters Score -962238.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -962234.500000 Penalty: 4686.803223
	Iteration 54Q: 3 clusters Score -962234.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -962238.062500 Penalty: 4686.803223
	Iteration 55Q: 3 clusters Score -962238.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -962242.250000 Penalty: 4686.803223
	Iteration 56Q: 3 clusters Score -962242.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -962241.937500 Penalty: 4686.803223
	Iteration 57Q: 3 clusters Score -962241.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -962242.812500 Penalty: 4686.803223
	Iteration 58Q: 3 clusters Score -962242.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -962241.562500 Penalty: 4686.803223
	Iteration 59Q: 3 clusters Score -962241.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -962247.437500 Penalty: 4686.803223
	Iteration 60F: 3 clusters Score -962247.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -962248.937500 Penalty: 4686.803223
	Iteration 61Q: 3 clusters Score -962248.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -962248.625000 Penalty: 4686.803223
	Iteration 62Q: 3 clusters Score -962248.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -962252.375000 Penalty: 4686.803223
	Iteration 63Q: 3 clusters Score -962252.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -962250.250000 Penalty: 4686.803223
	Iteration 64Q: 3 clusters Score -962250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -962251.875000 Penalty: 4686.803223
	Iteration 65Q: 3 clusters Score -962251.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -962251.875000 Penalty: 4686.803223
	Iteration 66F: 3 clusters Score -962251.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Entering Unmasked Estep 
Score: -281087.343750 Penalty: 2088.765625
	Iteration 0F: 2 clusters Score -281087.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -276897.343750 Penalty: 4177.531250
	Iteration 0F: 3 clusters Score -276897.3 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -278051.843750 Penalty: 4177.531250
	Iteration 1F: 3 clusters Score -278051.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -278481.156250 Penalty: 4177.531250
	Iteration 2F: 3 clusters Score -278481.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -278989.531250 Penalty: 4177.531250
	Iteration 3F: 3 clusters Score -278989.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -279513.093750 Penalty: 4177.531250
	Iteration 4F: 3 clusters Score -279513.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -279968.000000 Penalty: 4177.531250
	Iteration 5F: 3 clusters Score -279968 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -280256.312500 Penalty: 4177.531250
	Iteration 6F: 3 clusters Score -280256.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -280444.093750 Penalty: 4177.531250
	Iteration 7Q: 3 clusters Score -280444.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -280592.875000 Penalty: 4177.531250
	Iteration 8Q: 3 clusters Score -280592.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -280698.750000 Penalty: 4177.531250
	Iteration 9Q: 3 clusters Score -280698.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -280784.843750 Penalty: 4177.531250
	Iteration 10Q: 3 clusters Score -280784.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -280844.781250 Penalty: 4177.531250
	Iteration 11Q: 3 clusters Score -280844.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -280902.093750 Penalty: 4177.531250
	Iteration 12Q: 3 clusters Score -280902.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -280953.312500 Penalty: 4177.531250
	Iteration 13Q: 3 clusters Score -280953.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -280980.125000 Penalty: 4177.531250
	Iteration 14Q: 3 clusters Score -280980.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -281000.812500 Penalty: 4177.531250
	Iteration 15Q: 3 clusters Score -281000.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -281016.125000 Penalty: 4177.531250
	Iteration 16Q: 3 clusters Score -281016.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -281025.468750 Penalty: 4177.531250
	Iteration 17Q: 3 clusters Score -281025.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -281032.187500 Penalty: 4177.531250
	Iteration 18Q: 3 clusters Score -281032.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -281039.312500 Penalty: 4177.531250
	Iteration 19Q: 3 clusters Score -281039.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -281043.406250 Penalty: 4177.531250
	Iteration 20F: 3 clusters Score -281043.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -281047.906250 Penalty: 4177.531250
	Iteration 21Q: 3 clusters Score -281047.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -281056.468750 Penalty: 4177.531250
	Iteration 22Q: 3 clusters Score -281056.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -281059.875000 Penalty: 4177.531250
	Iteration 23Q: 3 clusters Score -281059.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -281061.718750 Penalty: 4177.531250
	Iteration 24Q: 3 clusters Score -281061.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -281063.031250 Penalty: 4177.531250
	Iteration 25Q: 3 clusters Score -281063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -281063.750000 Penalty: 4177.531250
	Iteration 26Q: 3 clusters Score -281063.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -281064.468750 Penalty: 4177.531250
	Iteration 27Q: 3 clusters Score -281064.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -281065.687500 Penalty: 4177.531250
	Iteration 28Q: 3 clusters Score -281065.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -281065.687500 Penalty: 4177.531250
	Iteration 29Q: 3 clusters Score -281065.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -281066.562500 Penalty: 4177.531250
	Iteration 30Q: 3 clusters Score -281066.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -281066.843750 Penalty: 4177.531250
	Iteration 31Q: 3 clusters Score -281066.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -281066.843750 Penalty: 4177.531250
	Iteration 32F: 3 clusters Score -281066.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -238972.234375 Penalty: 2017.347900
	Iteration 0F: 2 clusters Score -238972.2 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 1770 members 
Entering Unmasked Estep 
Score: -235429.906250 Penalty: 4034.695801
	Iteration 0F: 3 clusters Score -235429.9 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -236178.656250 Penalty: 4034.695801
	Iteration 1F: 3 clusters Score -236178.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -236417.171875 Penalty: 4034.695801
	Iteration 2F: 3 clusters Score -236417.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -236602.359375 Penalty: 4034.695801
	Iteration 3F: 3 clusters Score -236602.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -236822.515625 Penalty: 4034.695801
	Iteration 4F: 3 clusters Score -236822.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -237090.109375 Penalty: 4034.695801
	Iteration 5F: 3 clusters Score -237090.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -237394.265625 Penalty: 4034.695801
	Iteration 6F: 3 clusters Score -237394.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -237650.296875 Penalty: 4034.695801
	Iteration 7F: 3 clusters Score -237650.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -237846.843750 Penalty: 4034.695801
	Iteration 8Q: 3 clusters Score -237846.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -237982.656250 Penalty: 4034.695801
	Iteration 9Q: 3 clusters Score -237982.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -238058.968750 Penalty: 4034.695801
	Iteration 10Q: 3 clusters Score -238059 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -238104.718750 Penalty: 4034.695801
	Iteration 11Q: 3 clusters Score -238104.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -238136.062500 Penalty: 4034.695801
	Iteration 12Q: 3 clusters Score -238136.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -238160.343750 Penalty: 4034.695801
	Iteration 13Q: 3 clusters Score -238160.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -238176.796875 Penalty: 4034.695801
	Iteration 14Q: 3 clusters Score -238176.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -238185.875000 Penalty: 4034.695801
	Iteration 15Q: 3 clusters Score -238185.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -238193.406250 Penalty: 4034.695801
	Iteration 16Q: 3 clusters Score -238193.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -238198.093750 Penalty: 4034.695801
	Iteration 17Q: 3 clusters Score -238198.1 nChanged 7
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: -238201.234375 Penalty: 4034.695801
	Iteration 18Q: 3 clusters Score -238201.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -238202.953125 Penalty: 4034.695801
	Iteration 19Q: 3 clusters Score -238203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -238206.046875 Penalty: 4034.695801
	Iteration 20F: 3 clusters Score -238206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -238208.843750 Penalty: 4034.695801
	Iteration 21Q: 3 clusters Score -238208.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -238211.453125 Penalty: 4034.695801
	Iteration 22Q: 3 clusters Score -238211.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -238211.625000 Penalty: 4034.695801
	Iteration 23Q: 3 clusters Score -238211.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -238211.625000 Penalty: 4034.695801
	Iteration 24Q: 3 clusters Score -238211.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -238211.625000 Penalty: 4034.695801
	Iteration 25F: 3 clusters Score -238211.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Entering Unmasked Estep 
Score: -329877.593750 Penalty: 2095.596191
	Iteration 0F: 2 clusters Score -329877.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -325599.406250 Penalty: 4191.192383
	Iteration 0F: 3 clusters Score -325599.4 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -327079.093750 Penalty: 4191.192383
	Iteration 1F: 3 clusters Score -327079.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -328155.937500 Penalty: 4191.192383
	Iteration 2F: 3 clusters Score -328155.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -328915.062500 Penalty: 4191.192383
	Iteration 3F: 3 clusters Score -328915.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -329439.281250 Penalty: 4191.192383
	Iteration 4F: 3 clusters Score -329439.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -329812.843750 Penalty: 4191.192383
	Iteration 5F: 3 clusters Score -329812.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -330051.593750 Penalty: 4191.192383
	Iteration 6F: 3 clusters Score -330051.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -330193.593750 Penalty: 4191.192383
	Iteration 7Q: 3 clusters Score -330193.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -330256.250000 Penalty: 4191.192383
	Iteration 8Q: 3 clusters Score -330256.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -330303.250000 Penalty: 4191.192383
	Iteration 9Q: 3 clusters Score -330303.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -330339.218750 Penalty: 4191.192383
	Iteration 10Q: 3 clusters Score -330339.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -330373.250000 Penalty: 4191.192383
	Iteration 11Q: 3 clusters Score -330373.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -330394.625000 Penalty: 4191.192383
	Iteration 12Q: 3 clusters Score -330394.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -330414.093750 Penalty: 4191.192383
	Iteration 13Q: 3 clusters Score -330414.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -330424.750000 Penalty: 4191.192383
	Iteration 14Q: 3 clusters Score -330424.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -330430.343750 Penalty: 4191.192383
	Iteration 15Q: 3 clusters Score -330430.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -330436.718750 Penalty: 4191.192383
	Iteration 16Q: 3 clusters Score -330436.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -330439.218750 Penalty: 4191.192383
	Iteration 17Q: 3 clusters Score -330439.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -330440.718750 Penalty: 4191.192383
	Iteration 18Q: 3 clusters Score -330440.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -330444.437500 Penalty: 4191.192383
	Iteration 19Q: 3 clusters Score -330444.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -330446.250000 Penalty: 4191.192383
	Iteration 20F: 3 clusters Score -330446.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -330446.406250 Penalty: 4191.192383
	Iteration 21Q: 3 clusters Score -330446.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -330447.218750 Penalty: 4191.192383
	Iteration 22Q: 3 clusters Score -330447.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -330447.593750 Penalty: 4191.192383
	Iteration 23Q: 3 clusters Score -330447.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -330447.593750 Penalty: 4191.192383
	Iteration 24F: 3 clusters Score -330447.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7351 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130373 members 
Mstep: Class 5 contains 26583 members 
Mstep: Class 6 contains 54514 members 
Mstep: Class 7 contains 27117 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 204775 members 
Mstep: Class 10 contains 9382 members 
Mstep: Class 11 contains 81276 members 
Mstep: Class 12 contains 24338 members 
Mstep: Class 13 contains 10226 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 46534 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6730 members 
Mstep: Class 18 contains 206880 members 
Mstep: Class 19 contains 23200 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5720 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28554 members 
Mstep: Class 24 contains 4852 members 
Mstep: Class 25 contains 5016 members 
Mstep: Class 26 contains 18199 members 
Mstep: Class 27 contains 13927 members 
Mstep: Class 28 contains 10042 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8319 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12944 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7549 members 
Mstep: Class 36 contains 7215 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3590 members 
Mstep: Class 39 contains 2246 members 
Mstep: Class 40 contains 2638 members 
Mstep: Class 41 contains 12698 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3410 members 
Mstep: Class 44 contains 3699 members 
Mstep: Class 45 contains 2317 members 
Mstep: Class 46 contains 4869 members 
Mstep: Class 47 contains 356460 members 
Mstep: Class 48 contains 9858 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 976 members 
Entering Unmasked Estep 
Score: -102297176.000000 Penalty: 175625.656250
Splitting cluster 44 changes total score from -102297944.000000 to -102297176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (2317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Entering Unmasked Estep 
Score: -161932.312500 Penalty: 1921.511108
	Iteration 0F: 2 clusters Score -161932.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -159077.796875 Penalty: 3843.022217
	Iteration 0F: 3 clusters Score -159077.8 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -159647.750000 Penalty: 3843.022217
	Iteration 1F: 3 clusters Score -159647.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -159858.359375 Penalty: 3843.022217
	Iteration 2F: 3 clusters Score -159858.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -160077.640625 Penalty: 3843.022217
	Iteration 3F: 3 clusters Score -160077.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -160326.156250 Penalty: 3843.022217
	Iteration 4Q: 3 clusters Score -160326.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -160495.250000 Penalty: 3843.022217
	Iteration 5F: 3 clusters Score -160495.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -160626.937500 Penalty: 3843.022217
	Iteration 6Q: 3 clusters Score -160626.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -160757.265625 Penalty: 3843.022217
	Iteration 7Q: 3 clusters Score -160757.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -160858.078125 Penalty: 3843.022217
	Iteration 8Q: 3 clusters Score -160858.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -160927.203125 Penalty: 3843.022217
	Iteration 9Q: 3 clusters Score -160927.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -160969.343750 Penalty: 3843.022217
	Iteration 10Q: 3 clusters Score -160969.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -161000.296875 Penalty: 3843.022217
	Iteration 11Q: 3 clusters Score -161000.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -161025.312500 Penalty: 3843.022217
	Iteration 12Q: 3 clusters Score -161025.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -161048.656250 Penalty: 3843.022217
	Iteration 13Q: 3 clusters Score -161048.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -161069.000000 Penalty: 3843.022217
	Iteration 14Q: 3 clusters Score -161069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -161089.734375 Penalty: 3843.022217
	Iteration 15Q: 3 clusters Score -161089.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -161121.703125 Penalty: 3843.022217
	Iteration 16Q: 3 clusters Score -161121.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -161141.421875 Penalty: 3843.022217
	Iteration 17Q: 3 clusters Score -161141.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -161154.328125 Penalty: 3843.022217
	Iteration 18Q: 3 clusters Score -161154.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -161172.171875 Penalty: 3843.022217
	Iteration 19Q: 3 clusters Score -161172.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -161183.562500 Penalty: 3843.022217
	Iteration 20F: 3 clusters Score -161183.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -161191.203125 Penalty: 3843.022217
	Iteration 21Q: 3 clusters Score -161191.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -161197.625000 Penalty: 3843.022217
	Iteration 22Q: 3 clusters Score -161197.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -161203.875000 Penalty: 3843.022217
	Iteration 23Q: 3 clusters Score -161203.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -161212.093750 Penalty: 3843.022217
	Iteration 24Q: 3 clusters Score -161212.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -161216.296875 Penalty: 3843.022217
	Iteration 25Q: 3 clusters Score -161216.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -161216.296875 Penalty: 3843.022217
	Iteration 26F: 3 clusters Score -161216.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Entering Unmasked Estep 
Score: -300142.093750 Penalty: 2105.679688
	Iteration 0F: 2 clusters Score -300142.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -295683.593750 Penalty: 4211.359375
	Iteration 0F: 3 clusters Score -295683.6 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -296736.968750 Penalty: 4211.359375
	Iteration 1F: 3 clusters Score -296737 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -297016.906250 Penalty: 4211.359375
	Iteration 2F: 3 clusters Score -297016.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -297211.218750 Penalty: 4211.359375
	Iteration 3F: 3 clusters Score -297211.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -297346.156250 Penalty: 4211.359375
	Iteration 4Q: 3 clusters Score -297346.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -297450.062500 Penalty: 4211.359375
	Iteration 5Q: 3 clusters Score -297450.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -297532.406250 Penalty: 4211.359375
	Iteration 6Q: 3 clusters Score -297532.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -297599.437500 Penalty: 4211.359375
	Iteration 7Q: 3 clusters Score -297599.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -297653.937500 Penalty: 4211.359375
	Iteration 8Q: 3 clusters Score -297653.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -297706.906250 Penalty: 4211.359375
	Iteration 9Q: 3 clusters Score -297706.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -297746.156250 Penalty: 4211.359375
	Iteration 10Q: 3 clusters Score -297746.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -297777.843750 Penalty: 4211.359375
	Iteration 11Q: 3 clusters Score -297777.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -297804.625000 Penalty: 4211.359375
	Iteration 12Q: 3 clusters Score -297804.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -297829.312500 Penalty: 4211.359375
	Iteration 13Q: 3 clusters Score -297829.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -297863.281250 Penalty: 4211.359375
	Iteration 14Q: 3 clusters Score -297863.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -297902.937500 Penalty: 4211.359375
	Iteration 15Q: 3 clusters Score -297902.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -297944.968750 Penalty: 4211.359375
	Iteration 16Q: 3 clusters Score -297945 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -297990.781250 Penalty: 4211.359375
	Iteration 17Q: 3 clusters Score -297990.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -298037.375000 Penalty: 4211.359375
	Iteration 18Q: 3 clusters Score -298037.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -298096.093750 Penalty: 4211.359375
	Iteration 19Q: 3 clusters Score -298096.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -298164.843750 Penalty: 4211.359375
	Iteration 20F: 3 clusters Score -298164.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -298217.687500 Penalty: 4211.359375
	Iteration 21Q: 3 clusters Score -298217.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -298255.781250 Penalty: 4211.359375
	Iteration 22Q: 3 clusters Score -298255.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -298290.218750 Penalty: 4211.359375
	Iteration 23Q: 3 clusters Score -298290.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -298323.906250 Penalty: 4211.359375
	Iteration 24Q: 3 clusters Score -298323.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -298361.343750 Penalty: 4211.359375
	Iteration 25Q: 3 clusters Score -298361.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -298391.656250 Penalty: 4211.359375
	Iteration 26Q: 3 clusters Score -298391.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -298420.968750 Penalty: 4211.359375
	Iteration 27Q: 3 clusters Score -298421 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -298455.687500 Penalty: 4211.359375
	Iteration 28Q: 3 clusters Score -298455.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -298488.312500 Penalty: 4211.359375
	Iteration 29Q: 3 clusters Score -298488.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -298519.218750 Penalty: 4211.359375
	Iteration 30Q: 3 clusters Score -298519.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -298549.343750 Penalty: 4211.359375
	Iteration 31Q: 3 clusters Score -298549.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -298573.531250 Penalty: 4211.359375
	Iteration 32Q: 3 clusters Score -298573.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -298592.437500 Penalty: 4211.359375
	Iteration 33Q: 3 clusters Score -298592.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -298611.593750 Penalty: 4211.359375
	Iteration 34Q: 3 clusters Score -298611.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -298626.218750 Penalty: 4211.359375
	Iteration 35Q: 3 clusters Score -298626.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -298636.968750 Penalty: 4211.359375
	Iteration 36Q: 3 clusters Score -298637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -298648.281250 Penalty: 4211.359375
	Iteration 37Q: 3 clusters Score -298648.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -298653.187500 Penalty: 4211.359375
	Iteration 38Q: 3 clusters Score -298653.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -298658.656250 Penalty: 4211.359375
	Iteration 39Q: 3 clusters Score -298658.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -298663.281250 Penalty: 4211.359375
	Iteration 40F: 3 clusters Score -298663.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -298667.750000 Penalty: 4211.359375
	Iteration 41Q: 3 clusters Score -298667.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -298673.875000 Penalty: 4211.359375
	Iteration 42Q: 3 clusters Score -298673.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -298677.906250 Penalty: 4211.359375
	Iteration 43Q: 3 clusters Score -298677.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -298680.031250 Penalty: 4211.359375
	Iteration 44Q: 3 clusters Score -298680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -298679.781250 Penalty: 4211.359375
	Iteration 45Q: 3 clusters Score -298679.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -298680.781250 Penalty: 4211.359375
	Iteration 46Q: 3 clusters Score -298680.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -298680.781250 Penalty: 4211.359375
	Iteration 47F: 3 clusters Score -298680.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (356460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356460 members 
Entering Unmasked Estep 
Score: -26680946.000000 Penalty: 3170.426514
	Iteration 0F: 2 clusters Score -2.668095e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178053 members 
Mstep: Class 2 contains 178407 members 
Entering Unmasked Estep 
Score: -26441476.000000 Penalty: 6340.853027
	Iteration 0F: 3 clusters Score -2.644148e+07 nChanged 172914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173519 members 
Mstep: Class 2 contains 182941 members 
Entering Unmasked Estep 
Score: -26543294.000000 Penalty: 6340.853027
	Iteration 1F: 3 clusters Score -2.654329e+07 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170675 members 
Mstep: Class 2 contains 185785 members 
Entering Unmasked Estep 
Score: -26544842.000000 Penalty: 6340.853027
	Iteration 2Q: 3 clusters Score -2.654484e+07 nChanged 10407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166154 members 
Mstep: Class 2 contains 190306 members 
Entering Unmasked Estep 
Score: -26547768.000000 Penalty: 6340.853027
	Iteration 3Q: 3 clusters Score -2.654777e+07 nChanged 12154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159274 members 
Mstep: Class 2 contains 197186 members 
Entering Unmasked Estep 
Score: -26552052.000000 Penalty: 6340.853027
	Iteration 4Q: 3 clusters Score -2.655205e+07 nChanged 15169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148987 members 
Mstep: Class 2 contains 207473 members 
Entering Unmasked Estep 
Score: -26559544.000000 Penalty: 6340.853027
	Iteration 5Q: 3 clusters Score -2.655954e+07 nChanged 19126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134583 members 
Mstep: Class 2 contains 221877 members 
Entering Unmasked Estep 
Score: -26570720.000000 Penalty: 6340.853027
	Iteration 6F: 3 clusters Score -2.657072e+07 nChanged 22786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116281 members 
Mstep: Class 2 contains 240179 members 
Entering Unmasked Estep 
Score: -26586114.000000 Penalty: 6340.853027
	Iteration 7F: 3 clusters Score -2.658611e+07 nChanged 24704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95559 members 
Mstep: Class 2 contains 260901 members 
Entering Unmasked Estep 
Score: -26604772.000000 Penalty: 6340.853027
	Iteration 8F: 3 clusters Score -2.660477e+07 nChanged 23323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75264 members 
Mstep: Class 2 contains 281196 members 
Entering Unmasked Estep 
Score: -26623270.000000 Penalty: 6340.853027
	Iteration 9F: 3 clusters Score -2.662327e+07 nChanged 19727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57845 members 
Mstep: Class 2 contains 298615 members 
Entering Unmasked Estep 
Score: -26638906.000000 Penalty: 6340.853027
	Iteration 10F: 3 clusters Score -2.663891e+07 nChanged 14774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 311699 members 
Entering Unmasked Estep 
Score: -26650740.000000 Penalty: 6340.853027
	Iteration 11Q: 3 clusters Score -2.665074e+07 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 321042 members 
Entering Unmasked Estep 
Score: -26658314.000000 Penalty: 6340.853027
	Iteration 12Q: 3 clusters Score -2.665831e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 328096 members 
Entering Unmasked Estep 
Score: -26663234.000000 Penalty: 6340.853027
	Iteration 13Q: 3 clusters Score -2.666323e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 333710 members 
Entering Unmasked Estep 
Score: -26666754.000000 Penalty: 6340.853027
	Iteration 14Q: 3 clusters Score -2.666675e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 338227 members 
Entering Unmasked Estep 
Score: -26669518.000000 Penalty: 6340.853027
	Iteration 15Q: 3 clusters Score -2.666952e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 341843 members 
Entering Unmasked Estep 
Score: -26671798.000000 Penalty: 6340.853027
	Iteration 16Q: 3 clusters Score -2.66718e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 344746 members 
Entering Unmasked Estep 
Score: -26673374.000000 Penalty: 6340.853027
	Iteration 17Q: 3 clusters Score -2.667337e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 347045 members 
Entering Unmasked Estep 
Score: -26674592.000000 Penalty: 6340.853027
	Iteration 18Q: 3 clusters Score -2.667459e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 348908 members 
Entering Unmasked Estep 
Score: -26675628.000000 Penalty: 6340.853027
	Iteration 19Q: 3 clusters Score -2.667563e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 350381 members 
Entering Unmasked Estep 
Score: -26676458.000000 Penalty: 6340.853027
	Iteration 20F: 3 clusters Score -2.667646e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 351466 members 
Entering Unmasked Estep 
Score: -26676818.000000 Penalty: 6340.853027
	Iteration 21Q: 3 clusters Score -2.667682e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 352243 members 
Entering Unmasked Estep 
Score: -26677252.000000 Penalty: 6340.853027
	Iteration 22Q: 3 clusters Score -2.667725e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 352845 members 
Entering Unmasked Estep 
Score: -26677550.000000 Penalty: 6340.853027
	Iteration 23Q: 3 clusters Score -2.667755e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 353301 members 
Entering Unmasked Estep 
Score: -26677742.000000 Penalty: 6340.853027
	Iteration 24Q: 3 clusters Score -2.667774e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 353655 members 
Entering Unmasked Estep 
Score: -26677800.000000 Penalty: 6340.853027
	Iteration 25Q: 3 clusters Score -2.66778e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 353936 members 
Entering Unmasked Estep 
Score: -26677930.000000 Penalty: 6340.853027
	Iteration 26Q: 3 clusters Score -2.667793e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 354210 members 
Entering Unmasked Estep 
Score: -26678100.000000 Penalty: 6340.853027
	Iteration 27Q: 3 clusters Score -2.66781e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 354420 members 
Entering Unmasked Estep 
Score: -26678184.000000 Penalty: 6340.853027
	Iteration 28Q: 3 clusters Score -2.667818e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 354554 members 
Entering Unmasked Estep 
Score: -26678206.000000 Penalty: 6340.853027
	Iteration 29Q: 3 clusters Score -2.667821e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 354646 members 
Entering Unmasked Estep 
Score: -26678280.000000 Penalty: 6340.853027
	Iteration 30Q: 3 clusters Score -2.667828e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 354721 members 
Entering Unmasked Estep 
Score: -26678314.000000 Penalty: 6340.853027
	Iteration 31Q: 3 clusters Score -2.667831e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 354791 members 
Entering Unmasked Estep 
Score: -26678358.000000 Penalty: 6340.853027
	Iteration 32Q: 3 clusters Score -2.667836e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 354861 members 
Entering Unmasked Estep 
Score: -26678380.000000 Penalty: 6340.853027
	Iteration 33Q: 3 clusters Score -2.667838e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 354915 members 
Entering Unmasked Estep 
Score: -26678368.000000 Penalty: 6340.853027
	Iteration 34Q: 3 clusters Score -2.667837e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 354965 members 
Entering Unmasked Estep 
Score: -26678428.000000 Penalty: 6340.853027
	Iteration 35Q: 3 clusters Score -2.667843e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 355004 members 
Entering Unmasked Estep 
Score: -26678426.000000 Penalty: 6340.853027
	Iteration 36Q: 3 clusters Score -2.667843e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 355027 members 
Entering Unmasked Estep 
Score: -26678462.000000 Penalty: 6340.853027
	Iteration 37Q: 3 clusters Score -2.667846e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 355047 members 
Entering Unmasked Estep 
Score: -26678460.000000 Penalty: 6340.853027
	Iteration 38Q: 3 clusters Score -2.667846e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 355068 members 
Entering Unmasked Estep 
Score: -26678466.000000 Penalty: 6340.853027
	Iteration 39Q: 3 clusters Score -2.667847e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 355087 members 
Entering Unmasked Estep 
Score: -26678450.000000 Penalty: 6340.853027
	Iteration 40F: 3 clusters Score -2.667845e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 355103 members 
Entering Unmasked Estep 
Score: -26678454.000000 Penalty: 6340.853027
	Iteration 41Q: 3 clusters Score -2.667845e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 355118 members 
Entering Unmasked Estep 
Score: -26678464.000000 Penalty: 6340.853027
	Iteration 42Q: 3 clusters Score -2.667846e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 355132 members 
Entering Unmasked Estep 
Score: -26678490.000000 Penalty: 6340.853027
	Iteration 43Q: 3 clusters Score -2.667849e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 355139 members 
Entering Unmasked Estep 
Score: -26678480.000000 Penalty: 6340.853027
	Iteration 44Q: 3 clusters Score -2.667848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 355143 members 
Entering Unmasked Estep 
Score: -26678498.000000 Penalty: 6340.853027
	Iteration 45Q: 3 clusters Score -2.66785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 355151 members 
Entering Unmasked Estep 
Score: -26678514.000000 Penalty: 6340.853027
	Iteration 46Q: 3 clusters Score -2.667851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 355163 members 
Entering Unmasked Estep 
Score: -26678504.000000 Penalty: 6340.853027
	Iteration 47Q: 3 clusters Score -2.66785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 355176 members 
Entering Unmasked Estep 
Score: -26678494.000000 Penalty: 6340.853027
	Iteration 48Q: 3 clusters Score -2.667849e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 355189 members 
Entering Unmasked Estep 
Score: -26678514.000000 Penalty: 6340.853027
	Iteration 49Q: 3 clusters Score -2.667851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 355197 members 
Entering Unmasked Estep 
Score: -26678518.000000 Penalty: 6340.853027
	Iteration 50Q: 3 clusters Score -2.667852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 355203 members 
Entering Unmasked Estep 
Score: -26678514.000000 Penalty: 6340.853027
	Iteration 51Q: 3 clusters Score -2.667851e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 355214 members 
Entering Unmasked Estep 
Score: -26678540.000000 Penalty: 6340.853027
	Iteration 52Q: 3 clusters Score -2.667854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 355220 members 
Entering Unmasked Estep 
Score: -26678528.000000 Penalty: 6340.853027
	Iteration 53Q: 3 clusters Score -2.667853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 355223 members 
Entering Unmasked Estep 
Score: -26678544.000000 Penalty: 6340.853027
	Iteration 54Q: 3 clusters Score -2.667854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 355228 members 
Entering Unmasked Estep 
Score: -26678548.000000 Penalty: 6340.853027
	Iteration 55Q: 3 clusters Score -2.667855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 355236 members 
Entering Unmasked Estep 
Score: -26678574.000000 Penalty: 6340.853027
	Iteration 56Q: 3 clusters Score -2.667857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 355242 members 
Entering Unmasked Estep 
Score: -26678598.000000 Penalty: 6340.853027
	Iteration 57Q: 3 clusters Score -2.66786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 355243 members 
Entering Unmasked Estep 
Score: -26678584.000000 Penalty: 6340.853027
	Iteration 58Q: 3 clusters Score -2.667858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 355244 members 
Entering Unmasked Estep 
Score: -26678584.000000 Penalty: 6340.853027
	Iteration 59Q: 3 clusters Score -2.667858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 355244 members 
Entering Unmasked Estep 
Score: -26678572.000000 Penalty: 6340.853027
	Iteration 60F: 3 clusters Score -2.667857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 355244 members 
Entering Unmasked Estep 
Score: -26678576.000000 Penalty: 6340.853027
	Iteration 61Q: 3 clusters Score -2.667858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 355242 members 
Entering Unmasked Estep 
Score: -26678592.000000 Penalty: 6340.853027
	Iteration 62Q: 3 clusters Score -2.667859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 355243 members 
Entering Unmasked Estep 
Score: -26678576.000000 Penalty: 6340.853027
	Iteration 63Q: 3 clusters Score -2.667858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 355243 members 
Entering Unmasked Estep 
Score: -26678558.000000 Penalty: 6340.853027
	Iteration 64Q: 3 clusters Score -2.667856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 355244 members 
Entering Unmasked Estep 
Score: -26678552.000000 Penalty: 6340.853027
	Iteration 65Q: 3 clusters Score -2.667855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 355244 members 
Entering Unmasked Estep 
Score: -26678552.000000 Penalty: 6340.853027
	Iteration 66F: 3 clusters Score -2.667855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (9858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Entering Unmasked Estep 
Score: -714446.687500 Penalty: 2280.617432
	Iteration 0F: 2 clusters Score -714446.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -706916.687500 Penalty: 4561.234863
	Iteration 0F: 3 clusters Score -706916.7 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -709098.562500 Penalty: 4561.234863
	Iteration 1F: 3 clusters Score -709098.6 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -709507.437500 Penalty: 4561.234863
	Iteration 2F: 3 clusters Score -709507.4 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -709852.687500 Penalty: 4561.234863
	Iteration 3F: 3 clusters Score -709852.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -710181.062500 Penalty: 4561.234863
	Iteration 4F: 3 clusters Score -710181.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -710517.000000 Penalty: 4561.234863
	Iteration 5F: 3 clusters Score -710517 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -710854.937500 Penalty: 4561.234863
	Iteration 6F: 3 clusters Score -710854.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -711202.000000 Penalty: 4561.234863
	Iteration 7F: 3 clusters Score -711202 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -711552.500000 Penalty: 4561.234863
	Iteration 8F: 3 clusters Score -711552.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -711830.187500 Penalty: 4561.234863
	Iteration 9Q: 3 clusters Score -711830.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -712052.875000 Penalty: 4561.234863
	Iteration 10Q: 3 clusters Score -712052.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -712240.812500 Penalty: 4561.234863
	Iteration 11Q: 3 clusters Score -712240.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -712388.062500 Penalty: 4561.234863
	Iteration 12Q: 3 clusters Score -712388.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -712518.000000 Penalty: 4561.234863
	Iteration 13Q: 3 clusters Score -712518 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -712657.125000 Penalty: 4561.234863
	Iteration 14Q: 3 clusters Score -712657.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -712823.000000 Penalty: 4561.234863
	Iteration 15Q: 3 clusters Score -712823 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -712995.250000 Penalty: 4561.234863
	Iteration 16Q: 3 clusters Score -712995.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -713148.187500 Penalty: 4561.234863
	Iteration 17Q: 3 clusters Score -713148.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -713228.125000 Penalty: 4561.234863
	Iteration 18Q: 3 clusters Score -713228.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -713281.500000 Penalty: 4561.234863
	Iteration 19Q: 3 clusters Score -713281.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -713314.875000 Penalty: 4561.234863
	Iteration 20F: 3 clusters Score -713314.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -713333.375000 Penalty: 4561.234863
	Iteration 21Q: 3 clusters Score -713333.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -713341.250000 Penalty: 4561.234863
	Iteration 22Q: 3 clusters Score -713341.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -713346.125000 Penalty: 4561.234863
	Iteration 23Q: 3 clusters Score -713346.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -713352.812500 Penalty: 4561.234863
	Iteration 24Q: 3 clusters Score -713352.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -713355.187500 Penalty: 4561.234863
	Iteration 25Q: 3 clusters Score -713355.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -713358.812500 Penalty: 4561.234863
	Iteration 26Q: 3 clusters Score -713358.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -713360.187500 Penalty: 4561.234863
	Iteration 27Q: 3 clusters Score -713360.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -713359.187500 Penalty: 4561.234863
	Iteration 28Q: 3 clusters Score -713359.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -713359.187500 Penalty: 4561.234863
	Iteration 29F: 3 clusters Score -713359.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -42358.175781 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -42358.18 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 306 members 
Entering Unmasked Estep 
Score: -40747.167969 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -40747.17 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -40925.617188 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -40925.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -40987.789062 Penalty: 3186.735107
	Iteration 2F: 3 clusters Score -40987.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -41011.515625 Penalty: 3186.735107
	Iteration 3Q: 3 clusters Score -41011.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -41029.425781 Penalty: 3186.735107
	Iteration 4Q: 3 clusters Score -41029.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -41048.203125 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -41048.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -41066.878906 Penalty: 3186.735107
	Iteration 6Q: 3 clusters Score -41066.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -41092.500000 Penalty: 3186.735107
	Iteration 7Q: 3 clusters Score -41092.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -41110.601562 Penalty: 3186.735107
	Iteration 8Q: 3 clusters Score -41110.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -41114.828125 Penalty: 3186.735107
	Iteration 9Q: 3 clusters Score -41114.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -41118.628906 Penalty: 3186.735107
	Iteration 10Q: 3 clusters Score -41118.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -41120.355469 Penalty: 3186.735107
	Iteration 11Q: 3 clusters Score -41120.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -41120.355469 Penalty: 3186.735107
	Iteration 12F: 3 clusters Score -41120.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7351 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130373 members 
Mstep: Class 5 contains 26583 members 
Mstep: Class 6 contains 54514 members 
Mstep: Class 7 contains 27117 members 
Mstep: Class 8 contains 3259 members 
Mstep: Class 9 contains 204775 members 
Mstep: Class 10 contains 9382 members 
Mstep: Class 11 contains 81276 members 
Mstep: Class 12 contains 24338 members 
Mstep: Class 13 contains 10226 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 46534 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6730 members 
Mstep: Class 18 contains 206880 members 
Mstep: Class 19 contains 23200 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5720 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28554 members 
Mstep: Class 24 contains 4852 members 
Mstep: Class 25 contains 5016 members 
Mstep: Class 26 contains 18199 members 
Mstep: Class 27 contains 13927 members 
Mstep: Class 28 contains 10042 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8319 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12944 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7549 members 
Mstep: Class 36 contains 7215 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 3590 members 
Mstep: Class 39 contains 2246 members 
Mstep: Class 40 contains 2638 members 
Mstep: Class 41 contains 12698 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3410 members 
Mstep: Class 44 contains 4675 members 
Mstep: Class 45 contains 2317 members 
Mstep: Class 46 contains 4869 members 
Mstep: Class 47 contains 356460 members 
Mstep: Class 48 contains 9858 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298040.000000 Penalty: 172113.140625
Iteration 239Q: 50 clusters Score -1.02298e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7350 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130374 members 
Mstep: Class 5 contains 26576 members 
Mstep: Class 6 contains 54511 members 
Mstep: Class 7 contains 27113 members 
Mstep: Class 8 contains 3256 members 
Mstep: Class 9 contains 204789 members 
Mstep: Class 10 contains 9382 members 
Mstep: Class 11 contains 81282 members 
Mstep: Class 12 contains 24339 members 
Mstep: Class 13 contains 10244 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 46532 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6732 members 
Mstep: Class 18 contains 206882 members 
Mstep: Class 19 contains 23256 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5720 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28554 members 
Mstep: Class 24 contains 4852 members 
Mstep: Class 25 contains 5016 members 
Mstep: Class 26 contains 18199 members 
Mstep: Class 27 contains 13929 members 
Mstep: Class 28 contains 10048 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8317 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12944 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7547 members 
Mstep: Class 36 contains 7214 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3591 members 
Mstep: Class 39 contains 2246 members 
Mstep: Class 40 contains 2638 members 
Mstep: Class 41 contains 12700 members 
Mstep: Class 42 contains 4550 members 
Mstep: Class 43 contains 3409 members 
Mstep: Class 44 contains 4673 members 
Mstep: Class 45 contains 2317 members 
Mstep: Class 46 contains 4871 members 
Mstep: Class 47 contains 356381 members 
Mstep: Class 48 contains 9849 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298000.000000 Penalty: 172113.140625
Iteration 240F: 50 clusters Score -1.02298e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130376 members 
Mstep: Class 5 contains 26568 members 
Mstep: Class 6 contains 54510 members 
Mstep: Class 7 contains 27108 members 
Mstep: Class 8 contains 3255 members 
Mstep: Class 9 contains 204814 members 
Mstep: Class 10 contains 9382 members 
Mstep: Class 11 contains 81287 members 
Mstep: Class 12 contains 24336 members 
Mstep: Class 13 contains 10258 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 46527 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6734 members 
Mstep: Class 18 contains 206884 members 
Mstep: Class 19 contains 23317 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5726 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28552 members 
Mstep: Class 24 contains 4852 members 
Mstep: Class 25 contains 5015 members 
Mstep: Class 26 contains 18197 members 
Mstep: Class 27 contains 13931 members 
Mstep: Class 28 contains 10052 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8321 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12944 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7545 members 
Mstep: Class 36 contains 7215 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3592 members 
Mstep: Class 39 contains 2246 members 
Mstep: Class 40 contains 2638 members 
Mstep: Class 41 contains 12701 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3407 members 
Mstep: Class 44 contains 4671 members 
Mstep: Class 45 contains 2317 members 
Mstep: Class 46 contains 4870 members 
Mstep: Class 47 contains 356297 members 
Mstep: Class 48 contains 9841 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297992.000000 Penalty: 172113.140625
Iteration 241Q: 50 clusters Score -1.02298e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130377 members 
Mstep: Class 5 contains 26565 members 
Mstep: Class 6 contains 54510 members 
Mstep: Class 7 contains 27104 members 
Mstep: Class 8 contains 3254 members 
Mstep: Class 9 contains 204824 members 
Mstep: Class 10 contains 9382 members 
Mstep: Class 11 contains 81291 members 
Mstep: Class 12 contains 24331 members 
Mstep: Class 13 contains 10277 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 46530 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6734 members 
Mstep: Class 18 contains 206884 members 
Mstep: Class 19 contains 23371 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5728 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28552 members 
Mstep: Class 24 contains 4853 members 
Mstep: Class 25 contains 5013 members 
Mstep: Class 26 contains 18197 members 
Mstep: Class 27 contains 13931 members 
Mstep: Class 28 contains 10054 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8321 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4991 members 
Mstep: Class 33 contains 12944 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7543 members 
Mstep: Class 36 contains 7216 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3592 members 
Mstep: Class 39 contains 2246 members 
Mstep: Class 40 contains 2638 members 
Mstep: Class 41 contains 12703 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3408 members 
Mstep: Class 44 contains 4669 members 
Mstep: Class 45 contains 2317 members 
Mstep: Class 46 contains 4871 members 
Mstep: Class 47 contains 356227 members 
Mstep: Class 48 contains 9832 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297960.000000 Penalty: 172113.140625
Iteration 242Q: 50 clusters Score -1.02298e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130377 members 
Mstep: Class 5 contains 26563 members 
Mstep: Class 6 contains 54509 members 
Mstep: Class 7 contains 27107 members 
Mstep: Class 8 contains 3255 members 
Mstep: Class 9 contains 204833 members 
Mstep: Class 10 contains 9380 members 
Mstep: Class 11 contains 81293 members 
Mstep: Class 12 contains 24329 members 
Mstep: Class 13 contains 10295 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 46532 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6734 members 
Mstep: Class 18 contains 206882 members 
Mstep: Class 19 contains 23416 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5727 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28552 members 
Mstep: Class 24 contains 4853 members 
Mstep: Class 25 contains 5009 members 
Mstep: Class 26 contains 18198 members 
Mstep: Class 27 contains 13929 members 
Mstep: Class 28 contains 10055 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8322 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12943 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7541 members 
Mstep: Class 36 contains 7212 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3594 members 
Mstep: Class 39 contains 2246 members 
Mstep: Class 40 contains 2638 members 
Mstep: Class 41 contains 12706 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3407 members 
Mstep: Class 44 contains 4662 members 
Mstep: Class 45 contains 2317 members 
Mstep: Class 46 contains 4873 members 
Mstep: Class 47 contains 356170 members 
Mstep: Class 48 contains 9829 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298080.000000 Penalty: 172113.140625
Iteration 243Q: 50 clusters Score -1.022981e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130374 members 
Mstep: Class 5 contains 26557 members 
Mstep: Class 6 contains 54508 members 
Mstep: Class 7 contains 27105 members 
Mstep: Class 8 contains 3255 members 
Mstep: Class 9 contains 204835 members 
Mstep: Class 10 contains 9378 members 
Mstep: Class 11 contains 81295 members 
Mstep: Class 12 contains 24324 members 
Mstep: Class 13 contains 10313 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 46531 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 206882 members 
Mstep: Class 19 contains 23468 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5729 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28553 members 
Mstep: Class 24 contains 4852 members 
Mstep: Class 25 contains 5004 members 
Mstep: Class 26 contains 18199 members 
Mstep: Class 27 contains 13931 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8321 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4994 members 
Mstep: Class 33 contains 12942 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7542 members 
Mstep: Class 36 contains 7210 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3598 members 
Mstep: Class 39 contains 2246 members 
Mstep: Class 40 contains 2638 members 
Mstep: Class 41 contains 12711 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3408 members 
Mstep: Class 44 contains 4652 members 
Mstep: Class 45 contains 2317 members 
Mstep: Class 46 contains 4872 members 
Mstep: Class 47 contains 356113 members 
Mstep: Class 48 contains 9833 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298008.000000 Penalty: 172113.140625
Iteration 244Q: 50 clusters Score -1.02298e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130374 members 
Mstep: Class 5 contains 26558 members 
Mstep: Class 6 contains 54509 members 
Mstep: Class 7 contains 27103 members 
Mstep: Class 8 contains 3253 members 
Mstep: Class 9 contains 204846 members 
Mstep: Class 10 contains 9376 members 
Mstep: Class 11 contains 81290 members 
Mstep: Class 12 contains 24320 members 
Mstep: Class 13 contains 10334 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 46528 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6735 members 
Mstep: Class 18 contains 206883 members 
Mstep: Class 19 contains 23522 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5728 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28552 members 
Mstep: Class 24 contains 4852 members 
Mstep: Class 25 contains 5001 members 
Mstep: Class 26 contains 18199 members 
Mstep: Class 27 contains 13933 members 
Mstep: Class 28 contains 10059 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8321 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4994 members 
Mstep: Class 33 contains 12943 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7542 members 
Mstep: Class 36 contains 7208 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3601 members 
Mstep: Class 39 contains 2246 members 
Mstep: Class 40 contains 2638 members 
Mstep: Class 41 contains 12715 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3411 members 
Mstep: Class 44 contains 4650 members 
Mstep: Class 45 contains 2318 members 
Mstep: Class 46 contains 4872 members 
Mstep: Class 47 contains 356045 members 
Mstep: Class 48 contains 9820 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297904.000000 Penalty: 172113.140625
Iteration 245Q: 50 clusters Score -1.022979e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130374 members 
Mstep: Class 5 contains 26557 members 
Mstep: Class 6 contains 54502 members 
Mstep: Class 7 contains 27109 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 204858 members 
Mstep: Class 10 contains 9376 members 
Mstep: Class 11 contains 81298 members 
Mstep: Class 12 contains 24325 members 
Mstep: Class 13 contains 10358 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 46518 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6736 members 
Mstep: Class 18 contains 206883 members 
Mstep: Class 19 contains 23574 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5729 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28552 members 
Mstep: Class 24 contains 4852 members 
Mstep: Class 25 contains 4997 members 
Mstep: Class 26 contains 18199 members 
Mstep: Class 27 contains 13931 members 
Mstep: Class 28 contains 10063 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8321 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4996 members 
Mstep: Class 33 contains 12940 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7542 members 
Mstep: Class 36 contains 7209 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3602 members 
Mstep: Class 39 contains 2246 members 
Mstep: Class 40 contains 2638 members 
Mstep: Class 41 contains 12717 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3407 members 
Mstep: Class 44 contains 4643 members 
Mstep: Class 45 contains 2318 members 
Mstep: Class 46 contains 4872 members 
Mstep: Class 47 contains 355975 members 
Mstep: Class 48 contains 9812 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297960.000000 Penalty: 172113.140625
Iteration 246Q: 50 clusters Score -1.02298e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130373 members 
Mstep: Class 5 contains 26557 members 
Mstep: Class 6 contains 54501 members 
Mstep: Class 7 contains 27111 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 204866 members 
Mstep: Class 10 contains 9375 members 
Mstep: Class 11 contains 81302 members 
Mstep: Class 12 contains 24327 members 
Mstep: Class 13 contains 10381 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 46515 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6739 members 
Mstep: Class 18 contains 206882 members 
Mstep: Class 19 contains 23625 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5730 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28551 members 
Mstep: Class 24 contains 4852 members 
Mstep: Class 25 contains 4991 members 
Mstep: Class 26 contains 18200 members 
Mstep: Class 27 contains 13931 members 
Mstep: Class 28 contains 10060 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8322 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4997 members 
Mstep: Class 33 contains 12937 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7542 members 
Mstep: Class 36 contains 7211 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3602 members 
Mstep: Class 39 contains 2247 members 
Mstep: Class 40 contains 2638 members 
Mstep: Class 41 contains 12717 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3404 members 
Mstep: Class 44 contains 4637 members 
Mstep: Class 45 contains 2318 members 
Mstep: Class 46 contains 4874 members 
Mstep: Class 47 contains 355912 members 
Mstep: Class 48 contains 9802 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297920.000000 Penalty: 172113.140625
Iteration 247Q: 50 clusters Score -1.022979e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130375 members 
Mstep: Class 5 contains 26555 members 
Mstep: Class 6 contains 54503 members 
Mstep: Class 7 contains 27111 members 
Mstep: Class 8 contains 3252 members 
Mstep: Class 9 contains 204864 members 
Mstep: Class 10 contains 9375 members 
Mstep: Class 11 contains 81303 members 
Mstep: Class 12 contains 24328 members 
Mstep: Class 13 contains 10408 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 46512 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6741 members 
Mstep: Class 18 contains 206883 members 
Mstep: Class 19 contains 23676 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5731 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28552 members 
Mstep: Class 24 contains 4853 members 
Mstep: Class 25 contains 4987 members 
Mstep: Class 26 contains 18200 members 
Mstep: Class 27 contains 13928 members 
Mstep: Class 28 contains 10058 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8322 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4998 members 
Mstep: Class 33 contains 12938 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7542 members 
Mstep: Class 36 contains 7213 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3602 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2638 members 
Mstep: Class 41 contains 12717 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3398 members 
Mstep: Class 44 contains 4628 members 
Mstep: Class 45 contains 2318 members 
Mstep: Class 46 contains 4874 members 
Mstep: Class 47 contains 355858 members 
Mstep: Class 48 contains 9791 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297992.000000 Penalty: 172113.140625
Iteration 248Q: 50 clusters Score -1.02298e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130376 members 
Mstep: Class 5 contains 26554 members 
Mstep: Class 6 contains 54505 members 
Mstep: Class 7 contains 27117 members 
Mstep: Class 8 contains 3253 members 
Mstep: Class 9 contains 204864 members 
Mstep: Class 10 contains 9375 members 
Mstep: Class 11 contains 81299 members 
Mstep: Class 12 contains 24329 members 
Mstep: Class 13 contains 10427 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 46509 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6740 members 
Mstep: Class 18 contains 206884 members 
Mstep: Class 19 contains 23724 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5731 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28553 members 
Mstep: Class 24 contains 4853 members 
Mstep: Class 25 contains 4985 members 
Mstep: Class 26 contains 18201 members 
Mstep: Class 27 contains 13927 members 
Mstep: Class 28 contains 10057 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8322 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4998 members 
Mstep: Class 33 contains 12939 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7542 members 
Mstep: Class 36 contains 7216 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3602 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2638 members 
Mstep: Class 41 contains 12717 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3396 members 
Mstep: Class 44 contains 4623 members 
Mstep: Class 45 contains 2318 members 
Mstep: Class 46 contains 4875 members 
Mstep: Class 47 contains 355808 members 
Mstep: Class 48 contains 9774 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297888.000000 Penalty: 172113.140625
Iteration 249Q: 50 clusters Score -1.022979e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130377 members 
Mstep: Class 5 contains 26553 members 
Mstep: Class 6 contains 54504 members 
Mstep: Class 7 contains 27120 members 
Mstep: Class 8 contains 3254 members 
Mstep: Class 9 contains 204869 members 
Mstep: Class 10 contains 9375 members 
Mstep: Class 11 contains 81302 members 
Mstep: Class 12 contains 24330 members 
Mstep: Class 13 contains 10440 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 46506 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6739 members 
Mstep: Class 18 contains 206884 members 
Mstep: Class 19 contains 23773 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5731 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28553 members 
Mstep: Class 24 contains 4853 members 
Mstep: Class 25 contains 4985 members 
Mstep: Class 26 contains 18201 members 
Mstep: Class 27 contains 13926 members 
Mstep: Class 28 contains 10058 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8322 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4997 members 
Mstep: Class 33 contains 12941 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7541 members 
Mstep: Class 36 contains 7219 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3602 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2638 members 
Mstep: Class 41 contains 12718 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4622 members 
Mstep: Class 45 contains 2318 members 
Mstep: Class 46 contains 4875 members 
Mstep: Class 47 contains 355754 members 
Mstep: Class 48 contains 9756 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297896.000000 Penalty: 172113.140625
Iteration 250Q: 50 clusters Score -1.022979e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130377 members 
Mstep: Class 5 contains 26551 members 
Mstep: Class 6 contains 54504 members 
Mstep: Class 7 contains 27122 members 
Mstep: Class 8 contains 3254 members 
Mstep: Class 9 contains 204877 members 
Mstep: Class 10 contains 9375 members 
Mstep: Class 11 contains 81305 members 
Mstep: Class 12 contains 24333 members 
Mstep: Class 13 contains 10448 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 46507 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6739 members 
Mstep: Class 18 contains 206884 members 
Mstep: Class 19 contains 23816 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5731 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28553 members 
Mstep: Class 24 contains 4854 members 
Mstep: Class 25 contains 4983 members 
Mstep: Class 26 contains 18201 members 
Mstep: Class 27 contains 13925 members 
Mstep: Class 28 contains 10057 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8323 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4997 members 
Mstep: Class 33 contains 12940 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7539 members 
Mstep: Class 36 contains 7222 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3602 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2638 members 
Mstep: Class 41 contains 12717 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4619 members 
Mstep: Class 45 contains 2318 members 
Mstep: Class 46 contains 4875 members 
Mstep: Class 47 contains 355699 members 
Mstep: Class 48 contains 9751 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297896.000000 Penalty: 172113.140625
Iteration 251Q: 50 clusters Score -1.022979e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130375 members 
Mstep: Class 5 contains 26550 members 
Mstep: Class 6 contains 54505 members 
Mstep: Class 7 contains 27124 members 
Mstep: Class 8 contains 3253 members 
Mstep: Class 9 contains 204886 members 
Mstep: Class 10 contains 9373 members 
Mstep: Class 11 contains 81311 members 
Mstep: Class 12 contains 24335 members 
Mstep: Class 13 contains 10462 members 
Mstep: Class 14 contains 2492 members 
Mstep: Class 15 contains 46508 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6740 members 
Mstep: Class 18 contains 206884 members 
Mstep: Class 19 contains 23865 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5731 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28553 members 
Mstep: Class 24 contains 4855 members 
Mstep: Class 25 contains 4982 members 
Mstep: Class 26 contains 18201 members 
Mstep: Class 27 contains 13925 members 
Mstep: Class 28 contains 10059 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8322 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4998 members 
Mstep: Class 33 contains 12939 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7539 members 
Mstep: Class 36 contains 7225 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3602 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2638 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3393 members 
Mstep: Class 44 contains 4619 members 
Mstep: Class 45 contains 2318 members 
Mstep: Class 46 contains 4877 members 
Mstep: Class 47 contains 355634 members 
Mstep: Class 48 contains 9735 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297920.000000 Penalty: 172113.140625
Iteration 252Q: 50 clusters Score -1.022979e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130381 members 
Mstep: Class 5 contains 26543 members 
Mstep: Class 6 contains 54500 members 
Mstep: Class 7 contains 27132 members 
Mstep: Class 8 contains 3254 members 
Mstep: Class 9 contains 204899 members 
Mstep: Class 10 contains 9371 members 
Mstep: Class 11 contains 81312 members 
Mstep: Class 12 contains 24337 members 
Mstep: Class 13 contains 10468 members 
Mstep: Class 14 contains 2493 members 
Mstep: Class 15 contains 46513 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6740 members 
Mstep: Class 18 contains 206884 members 
Mstep: Class 19 contains 23916 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5730 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28552 members 
Mstep: Class 24 contains 4854 members 
Mstep: Class 25 contains 4980 members 
Mstep: Class 26 contains 18201 members 
Mstep: Class 27 contains 13925 members 
Mstep: Class 28 contains 10062 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8320 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4999 members 
Mstep: Class 33 contains 12937 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7539 members 
Mstep: Class 36 contains 7229 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3602 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2638 members 
Mstep: Class 41 contains 12713 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3393 members 
Mstep: Class 44 contains 4619 members 
Mstep: Class 45 contains 2318 members 
Mstep: Class 46 contains 4878 members 
Mstep: Class 47 contains 355561 members 
Mstep: Class 48 contains 9729 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297880.000000 Penalty: 172113.140625
Iteration 253Q: 50 clusters Score -1.022979e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130382 members 
Mstep: Class 5 contains 26543 members 
Mstep: Class 6 contains 54499 members 
Mstep: Class 7 contains 27140 members 
Mstep: Class 8 contains 3253 members 
Mstep: Class 9 contains 204914 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 11 contains 81312 members 
Mstep: Class 12 contains 24340 members 
Mstep: Class 13 contains 10476 members 
Mstep: Class 14 contains 2493 members 
Mstep: Class 15 contains 46512 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6740 members 
Mstep: Class 18 contains 206884 members 
Mstep: Class 19 contains 23961 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5730 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28552 members 
Mstep: Class 24 contains 4855 members 
Mstep: Class 25 contains 4978 members 
Mstep: Class 26 contains 18201 members 
Mstep: Class 27 contains 13927 members 
Mstep: Class 28 contains 10062 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8320 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4999 members 
Mstep: Class 33 contains 12935 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7539 members 
Mstep: Class 36 contains 7231 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3602 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2638 members 
Mstep: Class 41 contains 12710 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3393 members 
Mstep: Class 44 contains 4618 members 
Mstep: Class 45 contains 2318 members 
Mstep: Class 46 contains 4878 members 
Mstep: Class 47 contains 355493 members 
Mstep: Class 48 contains 9724 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297936.000000 Penalty: 172113.140625
Iteration 254Q: 50 clusters Score -1.022979e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130381 members 
Mstep: Class 5 contains 26540 members 
Mstep: Class 6 contains 54499 members 
Mstep: Class 7 contains 27143 members 
Mstep: Class 8 contains 3252 members 
Mstep: Class 9 contains 204935 members 
Mstep: Class 10 contains 9369 members 
Mstep: Class 11 contains 81304 members 
Mstep: Class 12 contains 24340 members 
Mstep: Class 13 contains 10485 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46509 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6741 members 
Mstep: Class 18 contains 206884 members 
Mstep: Class 19 contains 24003 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5730 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28551 members 
Mstep: Class 24 contains 4856 members 
Mstep: Class 25 contains 4977 members 
Mstep: Class 26 contains 18201 members 
Mstep: Class 27 contains 13926 members 
Mstep: Class 28 contains 10061 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8320 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4999 members 
Mstep: Class 33 contains 12935 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7539 members 
Mstep: Class 36 contains 7233 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3603 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2638 members 
Mstep: Class 41 contains 12712 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3393 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2318 members 
Mstep: Class 46 contains 4878 members 
Mstep: Class 47 contains 355437 members 
Mstep: Class 48 contains 9718 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298040.000000 Penalty: 172113.140625
Iteration 255Q: 50 clusters Score -1.02298e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130384 members 
Mstep: Class 5 contains 26536 members 
Mstep: Class 6 contains 54496 members 
Mstep: Class 7 contains 27146 members 
Mstep: Class 8 contains 3253 members 
Mstep: Class 9 contains 204949 members 
Mstep: Class 10 contains 9369 members 
Mstep: Class 11 contains 81298 members 
Mstep: Class 12 contains 24340 members 
Mstep: Class 13 contains 10487 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46510 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6741 members 
Mstep: Class 18 contains 206885 members 
Mstep: Class 19 contains 24046 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5730 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28553 members 
Mstep: Class 24 contains 4857 members 
Mstep: Class 25 contains 4976 members 
Mstep: Class 26 contains 18201 members 
Mstep: Class 27 contains 13925 members 
Mstep: Class 28 contains 10061 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8320 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4997 members 
Mstep: Class 33 contains 12935 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7539 members 
Mstep: Class 36 contains 7235 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3603 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2638 members 
Mstep: Class 41 contains 12712 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3393 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2318 members 
Mstep: Class 46 contains 4878 members 
Mstep: Class 47 contains 355383 members 
Mstep: Class 48 contains 9716 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298056.000000 Penalty: 172113.140625
Iteration 256Q: 50 clusters Score -1.022981e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130383 members 
Mstep: Class 5 contains 26528 members 
Mstep: Class 6 contains 54495 members 
Mstep: Class 7 contains 27147 members 
Mstep: Class 8 contains 3252 members 
Mstep: Class 9 contains 204966 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81296 members 
Mstep: Class 12 contains 24341 members 
Mstep: Class 13 contains 10491 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46516 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6741 members 
Mstep: Class 18 contains 206885 members 
Mstep: Class 19 contains 24095 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5730 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 28551 members 
Mstep: Class 24 contains 4856 members 
Mstep: Class 25 contains 4975 members 
Mstep: Class 26 contains 18201 members 
Mstep: Class 27 contains 13925 members 
Mstep: Class 28 contains 10061 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8321 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4996 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7539 members 
Mstep: Class 36 contains 7238 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3603 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2638 members 
Mstep: Class 41 contains 12711 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3393 members 
Mstep: Class 44 contains 4616 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 355321 members 
Mstep: Class 48 contains 9716 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297968.000000 Penalty: 172113.140625
Iteration 257Q: 50 clusters Score -1.02298e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130383 members 
Mstep: Class 5 contains 26518 members 
Mstep: Class 6 contains 54495 members 
Mstep: Class 7 contains 27147 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 204983 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81292 members 
Mstep: Class 12 contains 24342 members 
Mstep: Class 13 contains 10493 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46519 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6741 members 
Mstep: Class 18 contains 206884 members 
Mstep: Class 19 contains 24133 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5730 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28550 members 
Mstep: Class 24 contains 4856 members 
Mstep: Class 25 contains 4973 members 
Mstep: Class 26 contains 18201 members 
Mstep: Class 27 contains 13925 members 
Mstep: Class 28 contains 10061 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8321 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4996 members 
Mstep: Class 33 contains 12933 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7539 members 
Mstep: Class 36 contains 7238 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3603 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2639 members 
Mstep: Class 41 contains 12711 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3393 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 355277 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297984.000000 Penalty: 172113.140625
Iteration 258Q: 50 clusters Score -1.02298e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130382 members 
Mstep: Class 5 contains 26508 members 
Mstep: Class 6 contains 54492 members 
Mstep: Class 7 contains 27148 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205002 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81293 members 
Mstep: Class 12 contains 24343 members 
Mstep: Class 13 contains 10494 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46524 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6741 members 
Mstep: Class 18 contains 206884 members 
Mstep: Class 19 contains 24170 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5731 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28549 members 
Mstep: Class 24 contains 4856 members 
Mstep: Class 25 contains 4972 members 
Mstep: Class 26 contains 18201 members 
Mstep: Class 27 contains 13925 members 
Mstep: Class 28 contains 10060 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8321 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4996 members 
Mstep: Class 33 contains 12933 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7538 members 
Mstep: Class 36 contains 7242 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3603 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2639 members 
Mstep: Class 41 contains 12712 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3394 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 355224 members 
Mstep: Class 48 contains 9716 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297952.000000 Penalty: 172113.140625
Iteration 259Q: 50 clusters Score -1.02298e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130386 members 
Mstep: Class 5 contains 26503 members 
Mstep: Class 6 contains 54489 members 
Mstep: Class 7 contains 27147 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205009 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81294 members 
Mstep: Class 12 contains 24345 members 
Mstep: Class 13 contains 10494 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46526 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6741 members 
Mstep: Class 18 contains 206884 members 
Mstep: Class 19 contains 24207 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5731 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28547 members 
Mstep: Class 24 contains 4856 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18201 members 
Mstep: Class 27 contains 13925 members 
Mstep: Class 28 contains 10058 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8322 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4996 members 
Mstep: Class 33 contains 12933 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7537 members 
Mstep: Class 36 contains 7244 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3603 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2639 members 
Mstep: Class 41 contains 12712 members 
Mstep: Class 42 contains 4550 members 
Mstep: Class 43 contains 3394 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 355182 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297840.000000 Penalty: 172113.140625
Iteration 260F: 50 clusters Score -1.022978e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130391 members 
Mstep: Class 5 contains 26496 members 
Mstep: Class 6 contains 54488 members 
Mstep: Class 7 contains 27147 members 
Mstep: Class 8 contains 3252 members 
Mstep: Class 9 contains 205025 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81294 members 
Mstep: Class 12 contains 24346 members 
Mstep: Class 13 contains 10495 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46524 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6741 members 
Mstep: Class 18 contains 206884 members 
Mstep: Class 19 contains 24233 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5731 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28546 members 
Mstep: Class 24 contains 4855 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18201 members 
Mstep: Class 27 contains 13925 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8324 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4996 members 
Mstep: Class 33 contains 12933 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7537 members 
Mstep: Class 36 contains 7246 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3603 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2639 members 
Mstep: Class 41 contains 12713 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 355140 members 
Mstep: Class 48 contains 9718 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297848.000000 Penalty: 172113.140625
Iteration 261Q: 50 clusters Score -1.022978e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130393 members 
Mstep: Class 5 contains 26493 members 
Mstep: Class 6 contains 54487 members 
Mstep: Class 7 contains 27149 members 
Mstep: Class 8 contains 3252 members 
Mstep: Class 9 contains 205037 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81296 members 
Mstep: Class 12 contains 24346 members 
Mstep: Class 13 contains 10498 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46524 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6740 members 
Mstep: Class 18 contains 206884 members 
Mstep: Class 19 contains 24263 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5731 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28546 members 
Mstep: Class 24 contains 4855 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18201 members 
Mstep: Class 27 contains 13925 members 
Mstep: Class 28 contains 10055 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8326 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4996 members 
Mstep: Class 33 contains 12933 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7537 members 
Mstep: Class 36 contains 7247 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3603 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2639 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 355092 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297872.000000 Penalty: 172113.140625
Iteration 262Q: 50 clusters Score -1.022979e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130393 members 
Mstep: Class 5 contains 26489 members 
Mstep: Class 6 contains 54486 members 
Mstep: Class 7 contains 27148 members 
Mstep: Class 8 contains 3252 members 
Mstep: Class 9 contains 205049 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81298 members 
Mstep: Class 12 contains 24346 members 
Mstep: Class 13 contains 10499 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46522 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6741 members 
Mstep: Class 18 contains 206885 members 
Mstep: Class 19 contains 24291 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5730 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28546 members 
Mstep: Class 24 contains 4854 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18201 members 
Mstep: Class 27 contains 13925 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8329 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4995 members 
Mstep: Class 33 contains 12933 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7537 members 
Mstep: Class 36 contains 7247 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3603 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2639 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 355054 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297880.000000 Penalty: 172113.140625
Iteration 263Q: 50 clusters Score -1.022979e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130397 members 
Mstep: Class 5 contains 26484 members 
Mstep: Class 6 contains 54485 members 
Mstep: Class 7 contains 27148 members 
Mstep: Class 8 contains 3252 members 
Mstep: Class 9 contains 205050 members 
Mstep: Class 10 contains 9369 members 
Mstep: Class 11 contains 81298 members 
Mstep: Class 12 contains 24347 members 
Mstep: Class 13 contains 10501 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46521 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6742 members 
Mstep: Class 18 contains 206885 members 
Mstep: Class 19 contains 24335 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5730 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28546 members 
Mstep: Class 24 contains 4853 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18201 members 
Mstep: Class 27 contains 13925 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8334 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4994 members 
Mstep: Class 33 contains 12933 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7537 members 
Mstep: Class 36 contains 7247 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3603 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2639 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 355004 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297896.000000 Penalty: 172113.140625
Iteration 264Q: 50 clusters Score -1.022979e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130397 members 
Mstep: Class 5 contains 26480 members 
Mstep: Class 6 contains 54484 members 
Mstep: Class 7 contains 27151 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205058 members 
Mstep: Class 10 contains 9369 members 
Mstep: Class 11 contains 81300 members 
Mstep: Class 12 contains 24350 members 
Mstep: Class 13 contains 10501 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46516 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6742 members 
Mstep: Class 18 contains 206885 members 
Mstep: Class 19 contains 24384 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5730 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28546 members 
Mstep: Class 24 contains 4852 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18201 members 
Mstep: Class 27 contains 13927 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8334 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12933 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7537 members 
Mstep: Class 36 contains 7247 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3603 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2639 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4878 members 
Mstep: Class 47 contains 354951 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297984.000000 Penalty: 172113.140625
Iteration 265Q: 50 clusters Score -1.02298e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130394 members 
Mstep: Class 5 contains 26475 members 
Mstep: Class 6 contains 54484 members 
Mstep: Class 7 contains 27152 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205063 members 
Mstep: Class 10 contains 9369 members 
Mstep: Class 11 contains 81300 members 
Mstep: Class 12 contains 24353 members 
Mstep: Class 13 contains 10501 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46517 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6744 members 
Mstep: Class 18 contains 206885 members 
Mstep: Class 19 contains 24431 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5730 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28546 members 
Mstep: Class 24 contains 4849 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18201 members 
Mstep: Class 27 contains 13927 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8336 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12933 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7537 members 
Mstep: Class 36 contains 7244 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3603 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2639 members 
Mstep: Class 41 contains 12715 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4880 members 
Mstep: Class 47 contains 354901 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297904.000000 Penalty: 172113.140625
Iteration 266Q: 50 clusters Score -1.022979e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130394 members 
Mstep: Class 5 contains 26464 members 
Mstep: Class 6 contains 54484 members 
Mstep: Class 7 contains 27153 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205072 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 11 contains 81300 members 
Mstep: Class 12 contains 24359 members 
Mstep: Class 13 contains 10501 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46513 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6746 members 
Mstep: Class 18 contains 206885 members 
Mstep: Class 19 contains 24462 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5730 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28546 members 
Mstep: Class 24 contains 4849 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18201 members 
Mstep: Class 27 contains 13925 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8338 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12933 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7537 members 
Mstep: Class 36 contains 7245 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3603 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2639 members 
Mstep: Class 41 contains 12715 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354866 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297904.000000 Penalty: 172113.140625
Iteration 267Q: 50 clusters Score -1.022979e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130401 members 
Mstep: Class 5 contains 26455 members 
Mstep: Class 6 contains 54485 members 
Mstep: Class 7 contains 27153 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205087 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 11 contains 81296 members 
Mstep: Class 12 contains 24363 members 
Mstep: Class 13 contains 10501 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46504 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6748 members 
Mstep: Class 18 contains 206885 members 
Mstep: Class 19 contains 24492 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5730 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28545 members 
Mstep: Class 24 contains 4847 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18201 members 
Mstep: Class 27 contains 13923 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8340 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12933 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7537 members 
Mstep: Class 36 contains 7247 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3602 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2639 members 
Mstep: Class 41 contains 12716 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4878 members 
Mstep: Class 47 contains 354831 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297856.000000 Penalty: 172113.140625
Iteration 268Q: 50 clusters Score -1.022979e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130400 members 
Mstep: Class 5 contains 26451 members 
Mstep: Class 6 contains 54485 members 
Mstep: Class 7 contains 27152 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205097 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 11 contains 81294 members 
Mstep: Class 12 contains 24366 members 
Mstep: Class 13 contains 10501 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46499 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6748 members 
Mstep: Class 18 contains 206885 members 
Mstep: Class 19 contains 24514 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5730 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28545 members 
Mstep: Class 24 contains 4847 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18201 members 
Mstep: Class 27 contains 13923 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12933 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7537 members 
Mstep: Class 36 contains 7250 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3603 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2639 members 
Mstep: Class 41 contains 12716 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4878 members 
Mstep: Class 47 contains 354804 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297896.000000 Penalty: 172113.140625
Iteration 269Q: 50 clusters Score -1.022979e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130400 members 
Mstep: Class 5 contains 26441 members 
Mstep: Class 6 contains 54485 members 
Mstep: Class 7 contains 27154 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205113 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 11 contains 81294 members 
Mstep: Class 12 contains 24372 members 
Mstep: Class 13 contains 10501 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46490 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6747 members 
Mstep: Class 18 contains 206885 members 
Mstep: Class 19 contains 24529 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5731 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4847 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18201 members 
Mstep: Class 27 contains 13923 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7537 members 
Mstep: Class 36 contains 7250 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3606 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2639 members 
Mstep: Class 41 contains 12716 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4878 members 
Mstep: Class 47 contains 354782 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297760.000000 Penalty: 172113.140625
Iteration 270Q: 50 clusters Score -1.022978e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7345 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130403 members 
Mstep: Class 5 contains 26435 members 
Mstep: Class 6 contains 54485 members 
Mstep: Class 7 contains 27152 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205125 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 11 contains 81292 members 
Mstep: Class 12 contains 24381 members 
Mstep: Class 13 contains 10501 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46484 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 6748 members 
Mstep: Class 18 contains 206885 members 
Mstep: Class 19 contains 24546 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5729 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28545 members 
Mstep: Class 24 contains 4847 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18201 members 
Mstep: Class 27 contains 13923 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7537 members 
Mstep: Class 36 contains 7251 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3608 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2639 members 
Mstep: Class 41 contains 12715 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4878 members 
Mstep: Class 47 contains 354756 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297696.000000 Penalty: 172113.140625
Iteration 271Q: 50 clusters Score -1.022977e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7343 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130407 members 
Mstep: Class 5 contains 26431 members 
Mstep: Class 6 contains 54483 members 
Mstep: Class 7 contains 27154 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205140 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 11 contains 81291 members 
Mstep: Class 12 contains 24385 members 
Mstep: Class 13 contains 10501 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46473 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 6749 members 
Mstep: Class 18 contains 206885 members 
Mstep: Class 19 contains 24561 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5730 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28545 members 
Mstep: Class 24 contains 4847 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18201 members 
Mstep: Class 27 contains 13922 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7537 members 
Mstep: Class 36 contains 7253 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3609 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2639 members 
Mstep: Class 41 contains 12715 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4878 members 
Mstep: Class 47 contains 354732 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297680.000000 Penalty: 172113.140625
Iteration 272Q: 50 clusters Score -1.022977e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7341 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130409 members 
Mstep: Class 5 contains 26424 members 
Mstep: Class 6 contains 54484 members 
Mstep: Class 7 contains 27154 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205162 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 11 contains 81291 members 
Mstep: Class 12 contains 24392 members 
Mstep: Class 13 contains 10501 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46454 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 6750 members 
Mstep: Class 18 contains 206885 members 
Mstep: Class 19 contains 24573 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5730 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28545 members 
Mstep: Class 24 contains 4847 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18202 members 
Mstep: Class 27 contains 13921 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7537 members 
Mstep: Class 36 contains 7255 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3611 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2639 members 
Mstep: Class 41 contains 12715 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4878 members 
Mstep: Class 47 contains 354711 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297736.000000 Penalty: 172113.140625
Iteration 273Q: 50 clusters Score -1.022977e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7340 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130410 members 
Mstep: Class 5 contains 26418 members 
Mstep: Class 6 contains 54485 members 
Mstep: Class 7 contains 27153 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205177 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 11 contains 81289 members 
Mstep: Class 12 contains 24396 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46442 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 6753 members 
Mstep: Class 18 contains 206887 members 
Mstep: Class 19 contains 24589 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5730 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28545 members 
Mstep: Class 24 contains 4847 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18202 members 
Mstep: Class 27 contains 13918 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7537 members 
Mstep: Class 36 contains 7257 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3610 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2639 members 
Mstep: Class 41 contains 12715 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4878 members 
Mstep: Class 47 contains 354692 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297864.000000 Penalty: 172113.140625
Iteration 274Q: 50 clusters Score -1.022979e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7340 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130417 members 
Mstep: Class 5 contains 26414 members 
Mstep: Class 6 contains 54484 members 
Mstep: Class 7 contains 27151 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205186 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 11 contains 81292 members 
Mstep: Class 12 contains 24404 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46437 members 
Mstep: Class 16 contains 3143 members 
Mstep: Class 17 contains 6754 members 
Mstep: Class 18 contains 206886 members 
Mstep: Class 19 contains 24601 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5730 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28545 members 
Mstep: Class 24 contains 4847 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18202 members 
Mstep: Class 27 contains 13915 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7537 members 
Mstep: Class 36 contains 7258 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3609 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2639 members 
Mstep: Class 41 contains 12715 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4878 members 
Mstep: Class 47 contains 354668 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297896.000000 Penalty: 172113.140625
Iteration 275Q: 50 clusters Score -1.022979e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7341 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130417 members 
Mstep: Class 5 contains 26412 members 
Mstep: Class 6 contains 54484 members 
Mstep: Class 7 contains 27152 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205190 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 11 contains 81293 members 
Mstep: Class 12 contains 24410 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46432 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6758 members 
Mstep: Class 18 contains 206886 members 
Mstep: Class 19 contains 24612 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5732 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28545 members 
Mstep: Class 24 contains 4847 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18202 members 
Mstep: Class 27 contains 13910 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7537 members 
Mstep: Class 36 contains 7258 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3608 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2639 members 
Mstep: Class 41 contains 12715 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4878 members 
Mstep: Class 47 contains 354653 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297848.000000 Penalty: 172113.140625
Iteration 276Q: 50 clusters Score -1.022978e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7341 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130418 members 
Mstep: Class 5 contains 26407 members 
Mstep: Class 6 contains 54484 members 
Mstep: Class 7 contains 27153 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205192 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 11 contains 81295 members 
Mstep: Class 12 contains 24412 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46430 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6759 members 
Mstep: Class 18 contains 206888 members 
Mstep: Class 19 contains 24621 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28545 members 
Mstep: Class 24 contains 4847 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18202 members 
Mstep: Class 27 contains 13909 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7537 members 
Mstep: Class 36 contains 7259 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3606 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2639 members 
Mstep: Class 41 contains 12715 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4878 members 
Mstep: Class 47 contains 354641 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297832.000000 Penalty: 172113.140625
Iteration 277Q: 50 clusters Score -1.022978e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7341 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130423 members 
Mstep: Class 5 contains 26403 members 
Mstep: Class 6 contains 54483 members 
Mstep: Class 7 contains 27154 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205195 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 11 contains 81300 members 
Mstep: Class 12 contains 24414 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46423 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6759 members 
Mstep: Class 18 contains 206889 members 
Mstep: Class 19 contains 24631 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5735 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28545 members 
Mstep: Class 24 contains 4847 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18202 members 
Mstep: Class 27 contains 13908 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7537 members 
Mstep: Class 36 contains 7260 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3606 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2639 members 
Mstep: Class 41 contains 12715 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4878 members 
Mstep: Class 47 contains 354625 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297872.000000 Penalty: 172113.140625
Iteration 278Q: 50 clusters Score -1.022979e+08 nChanged 35
Entering ConstructFrom: 
Score: -102297872.000000 Penalty: 172113.140625
Entering ConstructFrom: 
Trying to split cluster 1 (2150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Entering Unmasked Estep 
Score: -151017.812500 Penalty: 1902.959351
	Iteration 0F: 2 clusters Score -151017.8 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 1082 members 
Entering Unmasked Estep 
Score: -148285.484375 Penalty: 3805.918701
	Iteration 0F: 3 clusters Score -148285.5 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -148905.453125 Penalty: 3805.918701
	Iteration 1F: 3 clusters Score -148905.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -149145.218750 Penalty: 3805.918701
	Iteration 2F: 3 clusters Score -149145.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -149362.234375 Penalty: 3805.918701
	Iteration 3F: 3 clusters Score -149362.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -149746.875000 Penalty: 3805.918701
	Iteration 4F: 3 clusters Score -149746.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -150017.625000 Penalty: 3805.918701
	Iteration 5F: 3 clusters Score -150017.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -150175.656250 Penalty: 3805.918701
	Iteration 6F: 3 clusters Score -150175.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -150326.000000 Penalty: 3805.918701
	Iteration 7F: 3 clusters Score -150326 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -150411.843750 Penalty: 3805.918701
	Iteration 8Q: 3 clusters Score -150411.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -150466.750000 Penalty: 3805.918701
	Iteration 9Q: 3 clusters Score -150466.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -150501.125000 Penalty: 3805.918701
	Iteration 10Q: 3 clusters Score -150501.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -150531.609375 Penalty: 3805.918701
	Iteration 11Q: 3 clusters Score -150531.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -150563.093750 Penalty: 3805.918701
	Iteration 12Q: 3 clusters Score -150563.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -150587.734375 Penalty: 3805.918701
	Iteration 13Q: 3 clusters Score -150587.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -150603.375000 Penalty: 3805.918701
	Iteration 14Q: 3 clusters Score -150603.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -150623.343750 Penalty: 3805.918701
	Iteration 15Q: 3 clusters Score -150623.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -150644.406250 Penalty: 3805.918701
	Iteration 16Q: 3 clusters Score -150644.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -150659.250000 Penalty: 3805.918701
	Iteration 17Q: 3 clusters Score -150659.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -150667.703125 Penalty: 3805.918701
	Iteration 18Q: 3 clusters Score -150667.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -150672.953125 Penalty: 3805.918701
	Iteration 19Q: 3 clusters Score -150673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -150677.093750 Penalty: 3805.918701
	Iteration 20F: 3 clusters Score -150677.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -150679.984375 Penalty: 3805.918701
	Iteration 21Q: 3 clusters Score -150680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -150684.671875 Penalty: 3805.918701
	Iteration 22Q: 3 clusters Score -150684.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -150691.468750 Penalty: 3805.918701
	Iteration 23Q: 3 clusters Score -150691.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -150695.437500 Penalty: 3805.918701
	Iteration 24Q: 3 clusters Score -150695.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -150695.890625 Penalty: 3805.918701
	Iteration 25Q: 3 clusters Score -150695.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -150695.890625 Penalty: 3805.918701
	Iteration 26F: 3 clusters Score -150695.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Entering Unmasked Estep 
Score: -570112.437500 Penalty: 2207.505127
	Iteration 0F: 2 clusters Score -570112.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -564184.875000 Penalty: 4415.010254
	Iteration 0F: 3 clusters Score -564184.9 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -565788.000000 Penalty: 4415.010254
	Iteration 1F: 3 clusters Score -565788 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -566026.312500 Penalty: 4415.010254
	Iteration 2F: 3 clusters Score -566026.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -566186.375000 Penalty: 4415.010254
	Iteration 3Q: 3 clusters Score -566186.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -566310.875000 Penalty: 4415.010254
	Iteration 4Q: 3 clusters Score -566310.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -566418.000000 Penalty: 4415.010254
	Iteration 5Q: 3 clusters Score -566418 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -566531.937500 Penalty: 4415.010254
	Iteration 6Q: 3 clusters Score -566531.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -566644.312500 Penalty: 4415.010254
	Iteration 7Q: 3 clusters Score -566644.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -566769.187500 Penalty: 4415.010254
	Iteration 8Q: 3 clusters Score -566769.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -566887.187500 Penalty: 4415.010254
	Iteration 9Q: 3 clusters Score -566887.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -566989.750000 Penalty: 4415.010254
	Iteration 10Q: 3 clusters Score -566989.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -567106.625000 Penalty: 4415.010254
	Iteration 11Q: 3 clusters Score -567106.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -567226.125000 Penalty: 4415.010254
	Iteration 12Q: 3 clusters Score -567226.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -567389.750000 Penalty: 4415.010254
	Iteration 13Q: 3 clusters Score -567389.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -567552.937500 Penalty: 4415.010254
	Iteration 14Q: 3 clusters Score -567552.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -567695.687500 Penalty: 4415.010254
	Iteration 15Q: 3 clusters Score -567695.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -567821.875000 Penalty: 4415.010254
	Iteration 16Q: 3 clusters Score -567821.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -567930.437500 Penalty: 4415.010254
	Iteration 17Q: 3 clusters Score -567930.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -568043.000000 Penalty: 4415.010254
	Iteration 18Q: 3 clusters Score -568043 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -568142.875000 Penalty: 4415.010254
	Iteration 19Q: 3 clusters Score -568142.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -568237.250000 Penalty: 4415.010254
	Iteration 20F: 3 clusters Score -568237.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -568303.312500 Penalty: 4415.010254
	Iteration 21Q: 3 clusters Score -568303.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -568359.500000 Penalty: 4415.010254
	Iteration 22Q: 3 clusters Score -568359.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -568395.437500 Penalty: 4415.010254
	Iteration 23Q: 3 clusters Score -568395.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -568411.062500 Penalty: 4415.010254
	Iteration 24Q: 3 clusters Score -568411.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -568420.187500 Penalty: 4415.010254
	Iteration 25Q: 3 clusters Score -568420.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -568427.312500 Penalty: 4415.010254
	Iteration 26Q: 3 clusters Score -568427.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -568431.937500 Penalty: 4415.010254
	Iteration 27Q: 3 clusters Score -568431.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -568433.000000 Penalty: 4415.010254
	Iteration 28Q: 3 clusters Score -568433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -568435.312500 Penalty: 4415.010254
	Iteration 29Q: 3 clusters Score -568435.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -568435.937500 Penalty: 4415.010254
	Iteration 30Q: 3 clusters Score -568435.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -568436.062500 Penalty: 4415.010254
	Iteration 31Q: 3 clusters Score -568436.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -568436.812500 Penalty: 4415.010254
	Iteration 32Q: 3 clusters Score -568436.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -568436.812500 Penalty: 4415.010254
	Iteration 33F: 3 clusters Score -568436.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Entering Unmasked Estep 
Score: -106435.156250 Penalty: 1817.289673
	Iteration 0F: 2 clusters Score -106435.2 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 758 members 
Entering Unmasked Estep 
Score: -104133.914062 Penalty: 3634.579346
	Iteration 0F: 3 clusters Score -104133.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -104520.687500 Penalty: 3634.579346
	Iteration 1F: 3 clusters Score -104520.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -104630.500000 Penalty: 3634.579346
	Iteration 2F: 3 clusters Score -104630.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -104682.218750 Penalty: 3634.579346
	Iteration 3Q: 3 clusters Score -104682.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -104720.695312 Penalty: 3634.579346
	Iteration 4Q: 3 clusters Score -104720.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -104763.859375 Penalty: 3634.579346
	Iteration 5Q: 3 clusters Score -104763.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -104793.015625 Penalty: 3634.579346
	Iteration 6Q: 3 clusters Score -104793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -104822.054688 Penalty: 3634.579346
	Iteration 7Q: 3 clusters Score -104822.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -104852.242188 Penalty: 3634.579346
	Iteration 8Q: 3 clusters Score -104852.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -104884.898438 Penalty: 3634.579346
	Iteration 9Q: 3 clusters Score -104884.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -104917.171875 Penalty: 3634.579346
	Iteration 10Q: 3 clusters Score -104917.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -104951.656250 Penalty: 3634.579346
	Iteration 11Q: 3 clusters Score -104951.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -104971.812500 Penalty: 3634.579346
	Iteration 12Q: 3 clusters Score -104971.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -104986.773438 Penalty: 3634.579346
	Iteration 13Q: 3 clusters Score -104986.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -105002.585938 Penalty: 3634.579346
	Iteration 14Q: 3 clusters Score -105002.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -105014.757812 Penalty: 3634.579346
	Iteration 15Q: 3 clusters Score -105014.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -105033.851562 Penalty: 3634.579346
	Iteration 16Q: 3 clusters Score -105033.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -105057.109375 Penalty: 3634.579346
	Iteration 17Q: 3 clusters Score -105057.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -105087.890625 Penalty: 3634.579346
	Iteration 18Q: 3 clusters Score -105087.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -105114.054688 Penalty: 3634.579346
	Iteration 19Q: 3 clusters Score -105114.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -105149.835938 Penalty: 3634.579346
	Iteration 20F: 3 clusters Score -105149.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -105188.437500 Penalty: 3634.579346
	Iteration 21Q: 3 clusters Score -105188.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -105220.453125 Penalty: 3634.579346
	Iteration 22Q: 3 clusters Score -105220.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -105257.148438 Penalty: 3634.579346
	Iteration 23Q: 3 clusters Score -105257.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -105309.851562 Penalty: 3634.579346
	Iteration 24Q: 3 clusters Score -105309.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -105350.648438 Penalty: 3634.579346
	Iteration 25Q: 3 clusters Score -105350.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -105383.609375 Penalty: 3634.579346
	Iteration 26Q: 3 clusters Score -105383.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -105396.632812 Penalty: 3634.579346
	Iteration 27Q: 3 clusters Score -105396.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -105405.000000 Penalty: 3634.579346
	Iteration 28Q: 3 clusters Score -105405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -105410.351562 Penalty: 3634.579346
	Iteration 29Q: 3 clusters Score -105410.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -105415.109375 Penalty: 3634.579346
	Iteration 30Q: 3 clusters Score -105415.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -105416.609375 Penalty: 3634.579346
	Iteration 31Q: 3 clusters Score -105416.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -105416.609375 Penalty: 3634.579346
	Iteration 32F: 3 clusters Score -105416.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (130426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130426 members 
Entering Unmasked Estep 
Score: -9963778.000000 Penalty: 2921.083252
	Iteration 0F: 2 clusters Score -9963778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65219 members 
Mstep: Class 2 contains 65207 members 
Entering Unmasked Estep 
Score: -9876239.000000 Penalty: 5842.166504
	Iteration 0F: 3 clusters Score -9876239 nChanged 62308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 65193 members 
Entering Unmasked Estep 
Score: -9912160.000000 Penalty: 5842.166504
	Iteration 1F: 3 clusters Score -9912160 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65243 members 
Mstep: Class 2 contains 65183 members 
Entering Unmasked Estep 
Score: -9913164.000000 Penalty: 5842.166504
	Iteration 2Q: 3 clusters Score -9913164 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65302 members 
Mstep: Class 2 contains 65124 members 
Entering Unmasked Estep 
Score: -9914416.000000 Penalty: 5842.166504
	Iteration 3Q: 3 clusters Score -9914416 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65504 members 
Mstep: Class 2 contains 64922 members 
Entering Unmasked Estep 
Score: -9916055.000000 Penalty: 5842.166504
	Iteration 4Q: 3 clusters Score -9916055 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66009 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -9918244.000000 Penalty: 5842.166504
	Iteration 5Q: 3 clusters Score -9918244 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66828 members 
Mstep: Class 2 contains 63598 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -9921060 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68093 members 
Mstep: Class 2 contains 62333 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -9925137 nChanged 7800
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69681 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -9930382 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71512 members 
Mstep: Class 2 contains 58914 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -9935585 nChanged 6614
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73278 members 
Mstep: Class 2 contains 57148 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -9938763 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74928 members 
Mstep: Class 2 contains 55498 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9940348 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76592 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -9941032.000000 Penalty: 5842.166504
	Iteration 12Q: 3 clusters Score -9941032 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78261 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -9941465.000000 Penalty: 5842.166504
	Iteration 13Q: 3 clusters Score -9941465 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80035 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -9941903.000000 Penalty: 5842.166504
	Iteration 14Q: 3 clusters Score -9941903 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81869 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9942350 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83792 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9942779 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85881 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9943389 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88139 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -9944019.000000 Penalty: 5842.166504
	Iteration 18Q: 3 clusters Score -9944019 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90523 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9944766 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93018 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -9945556.000000 Penalty: 5842.166504
	Iteration 20F: 3 clusters Score -9945556 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95637 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -9946493.000000 Penalty: 5842.166504
	Iteration 21Q: 3 clusters Score -9946493 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98406 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9947596 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101173 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9948816 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103982 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -9949959.000000 Penalty: 5842.166504
	Iteration 24Q: 3 clusters Score -9949959 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106747 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9951228 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109422 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -9952480.000000 Penalty: 5842.166504
	Iteration 26Q: 3 clusters Score -9952480 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111957 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -9953742.000000 Penalty: 5842.166504
	Iteration 27Q: 3 clusters Score -9953742 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114341 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9954936 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116520 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9956047 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118465 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -9957040.000000 Penalty: 5842.166504
	Iteration 30Q: 3 clusters Score -9957040 nChanged 1645
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120110 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9957887 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121513 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9958562 nChanged 1190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122697 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9959102 nChanged 1000
Entering Unmasked Mstep 
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Mstep: Class 1 contains 123693 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9959576 nChanged 840
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124525 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9960009 nChanged 685
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125202 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9960390 nChanged 563
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125751 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9960669 nChanged 440
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126181 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9960889 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126546 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -9961051.000000 Penalty: 5842.166504
	Iteration 39Q: 3 clusters Score -9961051 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126827 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -9961203.000000 Penalty: 5842.166504
	Iteration 40F: 3 clusters Score -9961203 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127049 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -9961314.000000 Penalty: 5842.166504
	Iteration 41Q: 3 clusters Score -9961314 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127229 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -9961438.000000 Penalty: 5842.166504
	Iteration 42Q: 3 clusters Score -9961438 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127384 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -9961506.000000 Penalty: 5842.166504
	Iteration 43Q: 3 clusters Score -9961506 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127499 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9961554 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127601 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9961577 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127678 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -9961611.000000 Penalty: 5842.166504
	Iteration 46Q: 3 clusters Score -9961611 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127735 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -9961616.000000 Penalty: 5842.166504
	Iteration 47Q: 3 clusters Score -9961616 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127789 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -9961621.000000 Penalty: 5842.166504
	Iteration 48Q: 3 clusters Score -9961621 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127823 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -9961620.000000 Penalty: 5842.166504
	Iteration 49Q: 3 clusters Score -9961620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127851 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -9961622.000000 Penalty: 5842.166504
	Iteration 50Q: 3 clusters Score -9961622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127882 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -9961604.000000 Penalty: 5842.166504
	Iteration 51Q: 3 clusters Score -9961604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127912 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -9961603.000000 Penalty: 5842.166504
	Iteration 52Q: 3 clusters Score -9961603 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127940 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -9961605.000000 Penalty: 5842.166504
	Iteration 53Q: 3 clusters Score -9961605 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127977 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -9961625.000000 Penalty: 5842.166504
	Iteration 54Q: 3 clusters Score -9961625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128003 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -9961630.000000 Penalty: 5842.166504
	Iteration 55Q: 3 clusters Score -9961630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128026 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -9961636.000000 Penalty: 5842.166504
	Iteration 56Q: 3 clusters Score -9961636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128045 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -9961642.000000 Penalty: 5842.166504
	Iteration 57Q: 3 clusters Score -9961642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128060 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9961642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128077 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -9961643.000000 Penalty: 5842.166504
	Iteration 59Q: 3 clusters Score -9961643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128091 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -9961633.000000 Penalty: 5842.166504
	Iteration 60F: 3 clusters Score -9961633 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128105 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -9961623.000000 Penalty: 5842.166504
	Iteration 61Q: 3 clusters Score -9961623 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128118 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9961642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128128 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -9961635.000000 Penalty: 5842.166504
	Iteration 63Q: 3 clusters Score -9961635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128137 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -9961646.000000 Penalty: 5842.166504
	Iteration 64Q: 3 clusters Score -9961646 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128142 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -9961636.000000 Penalty: 5842.166504
	Iteration 65Q: 3 clusters Score -9961636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128148 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -9961642.000000 Penalty: 5842.166504
	Iteration 66Q: 3 clusters Score -9961642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128155 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -9961636.000000 Penalty: 5842.166504
	Iteration 67Q: 3 clusters Score -9961636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128158 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -9961638.000000 Penalty: 5842.166504
	Iteration 68Q: 3 clusters Score -9961638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128163 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -9961642.000000 Penalty: 5842.166504
	Iteration 69Q: 3 clusters Score -9961642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128167 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -9961654.000000 Penalty: 5842.166504
	Iteration 70Q: 3 clusters Score -9961654 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128167 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -9961652.000000 Penalty: 5842.166504
	Iteration 71Q: 3 clusters Score -9961652 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128167 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9961651 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128172 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9961652 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128180 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9961658 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128185 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9961653 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128191 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -9961655.000000 Penalty: 5842.166504
	Iteration 76Q: 3 clusters Score -9961655 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128194 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -9961663.000000 Penalty: 5842.166504
	Iteration 77Q: 3 clusters Score -9961663 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128195 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9961656 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128197 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9961653 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128200 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9961653 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128202 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9961651 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128204 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9961658 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128205 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9961654 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128207 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -9961660.000000 Penalty: 5842.166504
	Iteration 84Q: 3 clusters Score -9961660 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128209 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9961658 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128210 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9961657 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128211 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9961657 nChanged 0
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Mstep: Class 1 contains 128211 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
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	Iteration 88F: 3 clusters Score -9961657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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	Iteration 0F: 2 clusters Score -2126905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2108600 nChanged 11954
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Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2115108 nChanged 1298
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -2115574 nChanged 1196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2116009 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2116441.500000 Penalty: 5049.873047
	Iteration 4Q: 3 clusters Score -2116442 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -2116887 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2117426.750000 Penalty: 5049.873047
	Iteration 6Q: 3 clusters Score -2117427 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2118138.500000 Penalty: 5049.873047
	Iteration 7Q: 3 clusters Score -2118138 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2118993.250000 Penalty: 5049.873047
	Iteration 8F: 3 clusters Score -2118993 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2119999.750000 Penalty: 5049.873047
	Iteration 9F: 3 clusters Score -2120000 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2120969.000000 Penalty: 5049.873047
	Iteration 10F: 3 clusters Score -2120969 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2121652.750000 Penalty: 5049.873047
	Iteration 11Q: 3 clusters Score -2121653 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2122065.000000 Penalty: 5049.873047
	Iteration 12Q: 3 clusters Score -2122065 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -2122335.750000 Penalty: 5049.873047
	Iteration 13Q: 3 clusters Score -2122336 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2122555.000000 Penalty: 5049.873047
	Iteration 14Q: 3 clusters Score -2122555 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2122753.250000 Penalty: 5049.873047
	Iteration 15Q: 3 clusters Score -2122753 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -2122951.500000 Penalty: 5049.873047
	Iteration 16Q: 3 clusters Score -2122952 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -2123145.750000 Penalty: 5049.873047
	Iteration 17Q: 3 clusters Score -2123146 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -2123346.500000 Penalty: 5049.873047
	Iteration 18Q: 3 clusters Score -2123346 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -2123538.250000 Penalty: 5049.873047
	Iteration 19Q: 3 clusters Score -2123538 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -2123717.500000 Penalty: 5049.873047
	Iteration 20F: 3 clusters Score -2123718 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -2123903.000000 Penalty: 5049.873047
	Iteration 21Q: 3 clusters Score -2123903 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -2124124.250000 Penalty: 5049.873047
	Iteration 22Q: 3 clusters Score -2124124 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -2124325.000000 Penalty: 5049.873047
	Iteration 23Q: 3 clusters Score -2124325 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -2124498.250000 Penalty: 5049.873047
	Iteration 24Q: 3 clusters Score -2124498 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -2124659.250000 Penalty: 5049.873047
	Iteration 25Q: 3 clusters Score -2124659 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -2124784.500000 Penalty: 5049.873047
	Iteration 26Q: 3 clusters Score -2124784 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -2124862.250000 Penalty: 5049.873047
	Iteration 27Q: 3 clusters Score -2124862 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -2124921.000000 Penalty: 5049.873047
	Iteration 28Q: 3 clusters Score -2124921 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -2124958.750000 Penalty: 5049.873047
	Iteration 29Q: 3 clusters Score -2124959 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -2124987.750000 Penalty: 5049.873047
	Iteration 30Q: 3 clusters Score -2124988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -2125011.750000 Penalty: 5049.873047
	Iteration 31Q: 3 clusters Score -2125012 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -2125035.250000 Penalty: 5049.873047
	Iteration 32Q: 3 clusters Score -2125035 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -2125045.500000 Penalty: 5049.873047
	Iteration 33Q: 3 clusters Score -2125046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -2125056.000000 Penalty: 5049.873047
	Iteration 34Q: 3 clusters Score -2125056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -2125061.250000 Penalty: 5049.873047
	Iteration 35Q: 3 clusters Score -2125061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -2125064.000000 Penalty: 5049.873047
	Iteration 36Q: 3 clusters Score -2125064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -2125065.250000 Penalty: 5049.873047
	Iteration 37Q: 3 clusters Score -2125065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -2125068.500000 Penalty: 5049.873047
	Iteration 38Q: 3 clusters Score -2125068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -2125068.750000 Penalty: 5049.873047
	Iteration 39Q: 3 clusters Score -2125069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -2125067.500000 Penalty: 5049.873047
	Iteration 40F: 3 clusters Score -2125068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -2125070.000000 Penalty: 5049.873047
	Iteration 41Q: 3 clusters Score -2125070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -2125070.000000 Penalty: 5049.873047
	Iteration 42F: 3 clusters Score -2125070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54482 members 
Entering Unmasked Estep 
Score: -4169094.250000 Penalty: 2704.594971
	Iteration 0F: 2 clusters Score -4169094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -4132447.500000 Penalty: 5409.189941
	Iteration 0F: 3 clusters Score -4132448 nChanged 25280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -4146778.000000 Penalty: 5409.189941
	Iteration 1F: 3 clusters Score -4146778 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -4147473.250000 Penalty: 5409.189941
	Iteration 2Q: 3 clusters Score -4147473 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -4148268.000000 Penalty: 5409.189941
	Iteration 3Q: 3 clusters Score -4148268 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -4149156.500000 Penalty: 5409.189941
	Iteration 4Q: 3 clusters Score -4149156 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -4150248.500000 Penalty: 5409.189941
	Iteration 5Q: 3 clusters Score -4150248 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -4151589.750000 Penalty: 5409.189941
	Iteration 6Q: 3 clusters Score -4151590 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -4153323.000000 Penalty: 5409.189941
	Iteration 7Q: 3 clusters Score -4153323 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -4155312.250000 Penalty: 5409.189941
	Iteration 8F: 3 clusters Score -4155312 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -4157199.000000 Penalty: 5409.189941
	Iteration 9F: 3 clusters Score -4157199 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -4158570.750000 Penalty: 5409.189941
	Iteration 10Q: 3 clusters Score -4158571 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -4159445.250000 Penalty: 5409.189941
	Iteration 11Q: 3 clusters Score -4159445 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -4159956.500000 Penalty: 5409.189941
	Iteration 12Q: 3 clusters Score -4159956 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -4160277.000000 Penalty: 5409.189941
	Iteration 13Q: 3 clusters Score -4160277 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -4160588.750000 Penalty: 5409.189941
	Iteration 14Q: 3 clusters Score -4160589 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -4160871.000000 Penalty: 5409.189941
	Iteration 15Q: 3 clusters Score -4160871 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -4161145.000000 Penalty: 5409.189941
	Iteration 16Q: 3 clusters Score -4161145 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -4161475.750000 Penalty: 5409.189941
	Iteration 17Q: 3 clusters Score -4161476 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -4161833.250000 Penalty: 5409.189941
	Iteration 18Q: 3 clusters Score -4161833 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -4162256.000000 Penalty: 5409.189941
	Iteration 19Q: 3 clusters Score -4162256 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -4162651.250000 Penalty: 5409.189941
	Iteration 20F: 3 clusters Score -4162651 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -4163030.500000 Penalty: 5409.189941
	Iteration 21Q: 3 clusters Score -4163030 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -4163469.250000 Penalty: 5409.189941
	Iteration 22Q: 3 clusters Score -4163469 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -4163917.750000 Penalty: 5409.189941
	Iteration 23Q: 3 clusters Score -4163918 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -4164312.750000 Penalty: 5409.189941
	Iteration 24Q: 3 clusters Score -4164313 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -4164689.250000 Penalty: 5409.189941
	Iteration 25Q: 3 clusters Score -4164689 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -4165055.500000 Penalty: 5409.189941
	Iteration 26Q: 3 clusters Score -4165056 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -4165379.000000 Penalty: 5409.189941
	Iteration 27Q: 3 clusters Score -4165379 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -4165676.750000 Penalty: 5409.189941
	Iteration 28Q: 3 clusters Score -4165677 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4165919.500000 Penalty: 5409.189941
	Iteration 29Q: 3 clusters Score -4165920 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53140 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4166080.250000 Penalty: 5409.189941
	Iteration 30Q: 3 clusters Score -4166080 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4166219.500000 Penalty: 5409.189941
	Iteration 31Q: 3 clusters Score -4166220 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53515 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4166336.000000 Penalty: 5409.189941
	Iteration 32Q: 3 clusters Score -4166336 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4166431.750000 Penalty: 5409.189941
	Iteration 33Q: 3 clusters Score -4166432 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53722 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4166484.250000 Penalty: 5409.189941
	Iteration 34Q: 3 clusters Score -4166484 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4166528.000000 Penalty: 5409.189941
	Iteration 35Q: 3 clusters Score -4166528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4166567.250000 Penalty: 5409.189941
	Iteration 36Q: 3 clusters Score -4166567 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4166589.250000 Penalty: 5409.189941
	Iteration 37Q: 3 clusters Score -4166589 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4166610.250000 Penalty: 5409.189941
	Iteration 38Q: 3 clusters Score -4166610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4166623.000000 Penalty: 5409.189941
	Iteration 39Q: 3 clusters Score -4166623 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4166637.750000 Penalty: 5409.189941
	Iteration 40F: 3 clusters Score -4166638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4166651.000000 Penalty: 5409.189941
	Iteration 41Q: 3 clusters Score -4166651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53974 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4166657.750000 Penalty: 5409.189941
	Iteration 42Q: 3 clusters Score -4166658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4166674.750000 Penalty: 5409.189941
	Iteration 43Q: 3 clusters Score -4166675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4166677.500000 Penalty: 5409.189941
	Iteration 44Q: 3 clusters Score -4166678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53998 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4166682.500000 Penalty: 5409.189941
	Iteration 45Q: 3 clusters Score -4166682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4166687.500000 Penalty: 5409.189941
	Iteration 46Q: 3 clusters Score -4166688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54006 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4166695.000000 Penalty: 5409.189941
	Iteration 47Q: 3 clusters Score -4166695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54009 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4166697.000000 Penalty: 5409.189941
	Iteration 48Q: 3 clusters Score -4166697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54012 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4166703.000000 Penalty: 5409.189941
	Iteration 49Q: 3 clusters Score -4166703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4166704.500000 Penalty: 5409.189941
	Iteration 50Q: 3 clusters Score -4166704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4166704.500000 Penalty: 5409.189941
	Iteration 51F: 3 clusters Score -4166704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Entering Unmasked Estep 
Score: -1795141.500000 Penalty: 2531.901367
	Iteration 0F: 2 clusters Score -1795142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1776406.750000 Penalty: 5063.802734
	Iteration 0F: 3 clusters Score -1776407 nChanged 12120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1783052.375000 Penalty: 5063.802734
	Iteration 1F: 3 clusters Score -1783052 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1783653.000000 Penalty: 5063.802734
	Iteration 2F: 3 clusters Score -1783653 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1784268.750000 Penalty: 5063.802734
	Iteration 3F: 3 clusters Score -1784269 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1784889.375000 Penalty: 5063.802734
	Iteration 4Q: 3 clusters Score -1784889 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1785446.500000 Penalty: 5063.802734
	Iteration 5Q: 3 clusters Score -1785446 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1785975.625000 Penalty: 5063.802734
	Iteration 6Q: 3 clusters Score -1785976 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1786465.875000 Penalty: 5063.802734
	Iteration 7Q: 3 clusters Score -1786466 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1786916.375000 Penalty: 5063.802734
	Iteration 8Q: 3 clusters Score -1786916 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1787376.625000 Penalty: 5063.802734
	Iteration 9Q: 3 clusters Score -1787377 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1787832.500000 Penalty: 5063.802734
	Iteration 10Q: 3 clusters Score -1787832 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1788361.125000 Penalty: 5063.802734
	Iteration 11Q: 3 clusters Score -1788361 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1788920.125000 Penalty: 5063.802734
	Iteration 12Q: 3 clusters Score -1788920 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1789503.000000 Penalty: 5063.802734
	Iteration 13Q: 3 clusters Score -1789503 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1789998.875000 Penalty: 5063.802734
	Iteration 14Q: 3 clusters Score -1789999 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1790356.750000 Penalty: 5063.802734
	Iteration 15Q: 3 clusters Score -1790357 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1790622.875000 Penalty: 5063.802734
	Iteration 16Q: 3 clusters Score -1790623 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1790830.500000 Penalty: 5063.802734
	Iteration 17Q: 3 clusters Score -1790830 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1791004.375000 Penalty: 5063.802734
	Iteration 18Q: 3 clusters Score -1791004 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1791154.125000 Penalty: 5063.802734
	Iteration 19Q: 3 clusters Score -1791154 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1791295.625000 Penalty: 5063.802734
	Iteration 20F: 3 clusters Score -1791296 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1791464.250000 Penalty: 5063.802734
	Iteration 21Q: 3 clusters Score -1791464 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1791654.500000 Penalty: 5063.802734
	Iteration 22Q: 3 clusters Score -1791654 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1791837.500000 Penalty: 5063.802734
	Iteration 23Q: 3 clusters Score -1791838 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1792044.750000 Penalty: 5063.802734
	Iteration 24Q: 3 clusters Score -1792045 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1792255.000000 Penalty: 5063.802734
	Iteration 25Q: 3 clusters Score -1792255 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1792468.625000 Penalty: 5063.802734
	Iteration 26Q: 3 clusters Score -1792469 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1792652.625000 Penalty: 5063.802734
	Iteration 27Q: 3 clusters Score -1792653 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1792825.375000 Penalty: 5063.802734
	Iteration 28Q: 3 clusters Score -1792825 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1793001.750000 Penalty: 5063.802734
	Iteration 29Q: 3 clusters Score -1793002 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1793183.125000 Penalty: 5063.802734
	Iteration 30Q: 3 clusters Score -1793183 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1793332.500000 Penalty: 5063.802734
	Iteration 31Q: 3 clusters Score -1793332 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1793453.250000 Penalty: 5063.802734
	Iteration 32Q: 3 clusters Score -1793453 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1793553.125000 Penalty: 5063.802734
	Iteration 33Q: 3 clusters Score -1793553 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1793657.875000 Penalty: 5063.802734
	Iteration 34Q: 3 clusters Score -1793658 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1793759.750000 Penalty: 5063.802734
	Iteration 35Q: 3 clusters Score -1793760 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1793845.625000 Penalty: 5063.802734
	Iteration 36Q: 3 clusters Score -1793846 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1793912.000000 Penalty: 5063.802734
	Iteration 37Q: 3 clusters Score -1793912 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1793971.875000 Penalty: 5063.802734
	Iteration 38Q: 3 clusters Score -1793972 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1794018.500000 Penalty: 5063.802734
	Iteration 39Q: 3 clusters Score -1794018 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1794065.875000 Penalty: 5063.802734
	Iteration 40F: 3 clusters Score -1794066 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1794110.750000 Penalty: 5063.802734
	Iteration 41Q: 3 clusters Score -1794111 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1794138.375000 Penalty: 5063.802734
	Iteration 42Q: 3 clusters Score -1794138 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1794168.500000 Penalty: 5063.802734
	Iteration 43Q: 3 clusters Score -1794168 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1794191.875000 Penalty: 5063.802734
	Iteration 44Q: 3 clusters Score -1794192 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1794199.250000 Penalty: 5063.802734
	Iteration 45Q: 3 clusters Score -1794199 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1794216.875000 Penalty: 5063.802734
	Iteration 46Q: 3 clusters Score -1794217 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1794226.125000 Penalty: 5063.802734
	Iteration 47Q: 3 clusters Score -1794226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1794233.625000 Penalty: 5063.802734
	Iteration 48Q: 3 clusters Score -1794234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1794240.500000 Penalty: 5063.802734
	Iteration 49Q: 3 clusters Score -1794240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1794240.250000 Penalty: 5063.802734
	Iteration 50Q: 3 clusters Score -1794240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1794244.250000 Penalty: 5063.802734
	Iteration 51Q: 3 clusters Score -1794244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1794250.375000 Penalty: 5063.802734
	Iteration 52Q: 3 clusters Score -1794250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1794248.625000 Penalty: 5063.802734
	Iteration 53Q: 3 clusters Score -1794249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1794251.500000 Penalty: 5063.802734
	Iteration 54Q: 3 clusters Score -1794252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1794250.500000 Penalty: 5063.802734
	Iteration 55Q: 3 clusters Score -1794250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1794252.375000 Penalty: 5063.802734
	Iteration 56Q: 3 clusters Score -1794252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1794252.500000 Penalty: 5063.802734
	Iteration 57Q: 3 clusters Score -1794252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1794252.625000 Penalty: 5063.802734
	Iteration 58Q: 3 clusters Score -1794253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1794252.375000 Penalty: 5063.802734
	Iteration 59Q: 3 clusters Score -1794252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1794254.000000 Penalty: 5063.802734
	Iteration 60F: 3 clusters Score -1794254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1794254.750000 Penalty: 5063.802734
	Iteration 61Q: 3 clusters Score -1794255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1794255.375000 Penalty: 5063.802734
	Iteration 62Q: 3 clusters Score -1794255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1794255.375000 Penalty: 5063.802734
	Iteration 63F: 3 clusters Score -1794255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -183365.390625 Penalty: 2005.505981
	Iteration 0F: 2 clusters Score -183365.4 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: -180021.687500 Penalty: 4011.011963
	Iteration 0F: 3 clusters Score -180021.7 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -180996.750000 Penalty: 4011.011963
	Iteration 1F: 3 clusters Score -180996.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -181381.671875 Penalty: 4011.011963
	Iteration 2F: 3 clusters Score -181381.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -181681.109375 Penalty: 4011.011963
	Iteration 3F: 3 clusters Score -181681.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -181913.765625 Penalty: 4011.011963
	Iteration 4F: 3 clusters Score -181913.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -182093.500000 Penalty: 4011.011963
	Iteration 5Q: 3 clusters Score -182093.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -182246.000000 Penalty: 4011.011963
	Iteration 6Q: 3 clusters Score -182246 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -182381.687500 Penalty: 4011.011963
	Iteration 7Q: 3 clusters Score -182381.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -182494.203125 Penalty: 4011.011963
	Iteration 8Q: 3 clusters Score -182494.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -182571.406250 Penalty: 4011.011963
	Iteration 9Q: 3 clusters Score -182571.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -182643.281250 Penalty: 4011.011963
	Iteration 10Q: 3 clusters Score -182643.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -182686.656250 Penalty: 4011.011963
	Iteration 11Q: 3 clusters Score -182686.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -182718.578125 Penalty: 4011.011963
	Iteration 12Q: 3 clusters Score -182718.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -182743.687500 Penalty: 4011.011963
	Iteration 13Q: 3 clusters Score -182743.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -182758.843750 Penalty: 4011.011963
	Iteration 14Q: 3 clusters Score -182758.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -182769.812500 Penalty: 4011.011963
	Iteration 15Q: 3 clusters Score -182769.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -182778.953125 Penalty: 4011.011963
	Iteration 16Q: 3 clusters Score -182779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -182785.796875 Penalty: 4011.011963
	Iteration 17Q: 3 clusters Score -182785.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -182791.562500 Penalty: 4011.011963
	Iteration 18Q: 3 clusters Score -182791.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -182796.515625 Penalty: 4011.011963
	Iteration 19Q: 3 clusters Score -182796.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -182800.921875 Penalty: 4011.011963
	Iteration 20F: 3 clusters Score -182800.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -182805.531250 Penalty: 4011.011963
	Iteration 21Q: 3 clusters Score -182805.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -182807.140625 Penalty: 4011.011963
	Iteration 22Q: 3 clusters Score -182807.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -182808.312500 Penalty: 4011.011963
	Iteration 23Q: 3 clusters Score -182808.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -182809.000000 Penalty: 4011.011963
	Iteration 24Q: 3 clusters Score -182809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -182809.640625 Penalty: 4011.011963
	Iteration 25Q: 3 clusters Score -182809.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -182810.671875 Penalty: 4011.011963
	Iteration 26Q: 3 clusters Score -182810.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -182813.390625 Penalty: 4011.011963
	Iteration 27Q: 3 clusters Score -182813.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -182816.390625 Penalty: 4011.011963
	Iteration 28Q: 3 clusters Score -182816.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -182817.531250 Penalty: 4011.011963
	Iteration 29Q: 3 clusters Score -182817.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -182818.421875 Penalty: 4011.011963
	Iteration 30Q: 3 clusters Score -182818.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -182819.234375 Penalty: 4011.011963
	Iteration 31Q: 3 clusters Score -182819.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -182819.234375 Penalty: 4011.011963
	Iteration 32F: 3 clusters Score -182819.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (205202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205202 members 
Entering Unmasked Estep 
Score: -15794144.000000 Penalty: 3033.474121
	Iteration 0F: 2 clusters Score -1.579414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102465 members 
Mstep: Class 2 contains 102737 members 
Entering Unmasked Estep 
Score: -15656441.000000 Penalty: 6066.948242
	Iteration 0F: 3 clusters Score -1.565644e+07 nChanged 98682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98069 members 
Mstep: Class 2 contains 107133 members 
Entering Unmasked Estep 
Score: -15714896.000000 Penalty: 6066.948242
	Iteration 1F: 3 clusters Score -1.57149e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95246 members 
Mstep: Class 2 contains 109956 members 
Entering Unmasked Estep 
Score: -15716383.000000 Penalty: 6066.948242
	Iteration 2Q: 3 clusters Score -1.571638e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90918 members 
Mstep: Class 2 contains 114284 members 
Entering Unmasked Estep 
Score: -15718498.000000 Penalty: 6066.948242
	Iteration 3Q: 3 clusters Score -1.57185e+07 nChanged 8856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84514 members 
Mstep: Class 2 contains 120688 members 
Entering Unmasked Estep 
Score: -15721977.000000 Penalty: 6066.948242
	Iteration 4Q: 3 clusters Score -1.572198e+07 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75357 members 
Mstep: Class 2 contains 129845 members 
Entering Unmasked Estep 
Score: -15727579.000000 Penalty: 6066.948242
	Iteration 5F: 3 clusters Score -1.572758e+07 nChanged 13143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63162 members 
Mstep: Class 2 contains 142040 members 
Entering Unmasked Estep 
Score: -15736360.000000 Penalty: 6066.948242
	Iteration 6F: 3 clusters Score -1.573636e+07 nChanged 15196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 156808 members 
Entering Unmasked Estep 
Score: -15748903.000000 Penalty: 6066.948242
	Iteration 7F: 3 clusters Score -1.57489e+07 nChanged 14942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 171574 members 
Entering Unmasked Estep 
Score: -15762501.000000 Penalty: 6066.948242
	Iteration 8F: 3 clusters Score -1.57625e+07 nChanged 11960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 183474 members 
Entering Unmasked Estep 
Score: -15773772.000000 Penalty: 6066.948242
	Iteration 9F: 3 clusters Score -1.577377e+07 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 191555 members 
Entering Unmasked Estep 
Score: -15781288.000000 Penalty: 6066.948242
	Iteration 10Q: 3 clusters Score -1.578129e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 196618 members 
Entering Unmasked Estep 
Score: -15785693.000000 Penalty: 6066.948242
	Iteration 11Q: 3 clusters Score -1.578569e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 199717 members 
Entering Unmasked Estep 
Score: -15788415.000000 Penalty: 6066.948242
	Iteration 12Q: 3 clusters Score -1.578842e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 201579 members 
Entering Unmasked Estep 
Score: -15789848.000000 Penalty: 6066.948242
	Iteration 13Q: 3 clusters Score -1.578985e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 202667 members 
Entering Unmasked Estep 
Score: -15790558.000000 Penalty: 6066.948242
	Iteration 14Q: 3 clusters Score -1.579056e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 203306 members 
Entering Unmasked Estep 
Score: -15791055.000000 Penalty: 6066.948242
	Iteration 15Q: 3 clusters Score -1.579106e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 203650 members 
Entering Unmasked Estep 
Score: -15791300.000000 Penalty: 6066.948242
	Iteration 16Q: 3 clusters Score -1.57913e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 203858 members 
Entering Unmasked Estep 
Score: -15791458.000000 Penalty: 6066.948242
	Iteration 17Q: 3 clusters Score -1.579146e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 204026 members 
Entering Unmasked Estep 
Score: -15791575.000000 Penalty: 6066.948242
	Iteration 18Q: 3 clusters Score -1.579158e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 204132 members 
Entering Unmasked Estep 
Score: -15791682.000000 Penalty: 6066.948242
	Iteration 19Q: 3 clusters Score -1.579168e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 204235 members 
Entering Unmasked Estep 
Score: -15791804.000000 Penalty: 6066.948242
	Iteration 20F: 3 clusters Score -1.57918e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 204296 members 
Entering Unmasked Estep 
Score: -15791869.000000 Penalty: 6066.948242
	Iteration 21Q: 3 clusters Score -1.579187e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 204325 members 
Entering Unmasked Estep 
Score: -15791905.000000 Penalty: 6066.948242
	Iteration 22Q: 3 clusters Score -1.57919e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 204356 members 
Entering Unmasked Estep 
Score: -15791958.000000 Penalty: 6066.948242
	Iteration 23Q: 3 clusters Score -1.579196e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 204378 members 
Entering Unmasked Estep 
Score: -15792009.000000 Penalty: 6066.948242
	Iteration 24Q: 3 clusters Score -1.579201e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 204393 members 
Entering Unmasked Estep 
Score: -15792026.000000 Penalty: 6066.948242
	Iteration 25Q: 3 clusters Score -1.579203e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 204405 members 
Entering Unmasked Estep 
Score: -15792043.000000 Penalty: 6066.948242
	Iteration 26Q: 3 clusters Score -1.579204e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 204412 members 
Entering Unmasked Estep 
Score: -15792047.000000 Penalty: 6066.948242
	Iteration 27Q: 3 clusters Score -1.579205e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 204412 members 
Entering Unmasked Estep 
Score: -15792053.000000 Penalty: 6066.948242
	Iteration 28Q: 3 clusters Score -1.579205e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 204415 members 
Entering Unmasked Estep 
Score: -15792072.000000 Penalty: 6066.948242
	Iteration 29Q: 3 clusters Score -1.579207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 204413 members 
Entering Unmasked Estep 
Score: -15792074.000000 Penalty: 6066.948242
	Iteration 30Q: 3 clusters Score -1.579207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 204412 members 
Entering Unmasked Estep 
Score: -15792080.000000 Penalty: 6066.948242
	Iteration 31Q: 3 clusters Score -1.579208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 204411 members 
Entering Unmasked Estep 
Score: -15792080.000000 Penalty: 6066.948242
	Iteration 32Q: 3 clusters Score -1.579208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 204414 members 
Entering Unmasked Estep 
Score: -15792099.000000 Penalty: 6066.948242
	Iteration 33Q: 3 clusters Score -1.57921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 204417 members 
Entering Unmasked Estep 
Score: -15792102.000000 Penalty: 6066.948242
	Iteration 34Q: 3 clusters Score -1.57921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 204416 members 
Entering Unmasked Estep 
Score: -15792112.000000 Penalty: 6066.948242
	Iteration 35Q: 3 clusters Score -1.579211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 204415 members 
Entering Unmasked Estep 
Score: -15792100.000000 Penalty: 6066.948242
	Iteration 36Q: 3 clusters Score -1.57921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 204415 members 
Entering Unmasked Estep 
Score: -15792100.000000 Penalty: 6066.948242
	Iteration 37F: 3 clusters Score -1.57921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Entering Unmasked Estep 
Score: -702125.750000 Penalty: 2268.026611
	Iteration 0F: 2 clusters Score -702125.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -694789.750000 Penalty: 4536.053223
	Iteration 0F: 3 clusters Score -694789.8 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -696916.687500 Penalty: 4536.053223
	Iteration 1F: 3 clusters Score -696916.7 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -697229.562500 Penalty: 4536.053223
	Iteration 2F: 3 clusters Score -697229.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -697473.875000 Penalty: 4536.053223
	Iteration 3F: 3 clusters Score -697473.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -697715.187500 Penalty: 4536.053223
	Iteration 4Q: 3 clusters Score -697715.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -697959.500000 Penalty: 4536.053223
	Iteration 5Q: 3 clusters Score -697959.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -698233.062500 Penalty: 4536.053223
	Iteration 6Q: 3 clusters Score -698233.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -698535.500000 Penalty: 4536.053223
	Iteration 7Q: 3 clusters Score -698535.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -698843.812500 Penalty: 4536.053223
	Iteration 8Q: 3 clusters Score -698843.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -699150.625000 Penalty: 4536.053223
	Iteration 9Q: 3 clusters Score -699150.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -699394.812500 Penalty: 4536.053223
	Iteration 10Q: 3 clusters Score -699394.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -699577.375000 Penalty: 4536.053223
	Iteration 11Q: 3 clusters Score -699577.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -699730.375000 Penalty: 4536.053223
	Iteration 12Q: 3 clusters Score -699730.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -699834.125000 Penalty: 4536.053223
	Iteration 13Q: 3 clusters Score -699834.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -699920.312500 Penalty: 4536.053223
	Iteration 14Q: 3 clusters Score -699920.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -699979.562500 Penalty: 4536.053223
	Iteration 15Q: 3 clusters Score -699979.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -700022.687500 Penalty: 4536.053223
	Iteration 16Q: 3 clusters Score -700022.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -700047.187500 Penalty: 4536.053223
	Iteration 17Q: 3 clusters Score -700047.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -700072.437500 Penalty: 4536.053223
	Iteration 18Q: 3 clusters Score -700072.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -700093.437500 Penalty: 4536.053223
	Iteration 19Q: 3 clusters Score -700093.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -700124.062500 Penalty: 4536.053223
	Iteration 20F: 3 clusters Score -700124.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -700144.875000 Penalty: 4536.053223
	Iteration 21Q: 3 clusters Score -700144.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -700160.562500 Penalty: 4536.053223
	Iteration 22Q: 3 clusters Score -700160.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -700168.562500 Penalty: 4536.053223
	Iteration 23Q: 3 clusters Score -700168.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -700173.750000 Penalty: 4536.053223
	Iteration 24Q: 3 clusters Score -700173.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -700178.375000 Penalty: 4536.053223
	Iteration 25Q: 3 clusters Score -700178.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -700181.437500 Penalty: 4536.053223
	Iteration 26Q: 3 clusters Score -700181.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -700185.875000 Penalty: 4536.053223
	Iteration 27Q: 3 clusters Score -700185.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -700188.812500 Penalty: 4536.053223
	Iteration 28Q: 3 clusters Score -700188.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -700189.125000 Penalty: 4536.053223
	Iteration 29Q: 3 clusters Score -700189.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -700190.000000 Penalty: 4536.053223
	Iteration 30Q: 3 clusters Score -700190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -700191.000000 Penalty: 4536.053223
	Iteration 31Q: 3 clusters Score -700191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -700192.812500 Penalty: 4536.053223
	Iteration 32Q: 3 clusters Score -700192.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -700192.062500 Penalty: 4536.053223
	Iteration 33Q: 3 clusters Score -700192.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -700194.062500 Penalty: 4536.053223
	Iteration 34Q: 3 clusters Score -700194.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -700194.062500 Penalty: 4536.053223
	Iteration 35F: 3 clusters Score -700194.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (81298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81298 members 
Entering Unmasked Estep 
Score: -6196984.500000 Penalty: 2803.857422
	Iteration 0F: 2 clusters Score -6196984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -6142468.500000 Penalty: 5607.714844
	Iteration 0F: 3 clusters Score -6142468 nChanged 38221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -6163884.500000 Penalty: 5607.714844
	Iteration 1F: 3 clusters Score -6163884 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -6164517.000000 Penalty: 5607.714844
	Iteration 2Q: 3 clusters Score -6164517 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -6165313.500000 Penalty: 5607.714844
	Iteration 3Q: 3 clusters Score -6165314 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -6166350.500000 Penalty: 5607.714844
	Iteration 4Q: 3 clusters Score -6166350 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -6167923.500000 Penalty: 5607.714844
	Iteration 5Q: 3 clusters Score -6167924 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -6170325.500000 Penalty: 5607.714844
	Iteration 6F: 3 clusters Score -6170326 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57586 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -6174003.500000 Penalty: 5607.714844
	Iteration 7F: 3 clusters Score -6174004 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -6179032.500000 Penalty: 5607.714844
	Iteration 8F: 3 clusters Score -6179032 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69172 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -6184568.000000 Penalty: 5607.714844
	Iteration 9F: 3 clusters Score -6184568 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73799 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -6189002.000000 Penalty: 5607.714844
	Iteration 10F: 3 clusters Score -6189002 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76772 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -6191809.500000 Penalty: 5607.714844
	Iteration 11Q: 3 clusters Score -6191810 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78427 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -6193350.000000 Penalty: 5607.714844
	Iteration 12Q: 3 clusters Score -6193350 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79219 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6194034.500000 Penalty: 5607.714844
	Iteration 13Q: 3 clusters Score -6194034 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79624 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -6194438.500000 Penalty: 5607.714844
	Iteration 14Q: 3 clusters Score -6194438 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79826 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6194682.500000 Penalty: 5607.714844
	Iteration 15Q: 3 clusters Score -6194682 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79939 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6194821.000000 Penalty: 5607.714844
	Iteration 16Q: 3 clusters Score -6194821 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80020 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -6194884.000000 Penalty: 5607.714844
	Iteration 17Q: 3 clusters Score -6194884 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80074 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -6194921.500000 Penalty: 5607.714844
	Iteration 18Q: 3 clusters Score -6194922 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80096 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6194968.000000 Penalty: 5607.714844
	Iteration 19Q: 3 clusters Score -6194968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80120 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6194975.500000 Penalty: 5607.714844
	Iteration 20F: 3 clusters Score -6194976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80141 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6195005.000000 Penalty: 5607.714844
	Iteration 21Q: 3 clusters Score -6195005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80159 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6195015.000000 Penalty: 5607.714844
	Iteration 22Q: 3 clusters Score -6195015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80169 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6195015.000000 Penalty: 5607.714844
	Iteration 23Q: 3 clusters Score -6195015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80176 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6195028.000000 Penalty: 5607.714844
	Iteration 24Q: 3 clusters Score -6195028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80185 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6195026.000000 Penalty: 5607.714844
	Iteration 25Q: 3 clusters Score -6195026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80190 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6195021.000000 Penalty: 5607.714844
	Iteration 26Q: 3 clusters Score -6195021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80191 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6195023.500000 Penalty: 5607.714844
	Iteration 27Q: 3 clusters Score -6195024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80195 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6195025.500000 Penalty: 5607.714844
	Iteration 28Q: 3 clusters Score -6195026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80196 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6195020.500000 Penalty: 5607.714844
	Iteration 29Q: 3 clusters Score -6195020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80199 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -6195028.000000 Penalty: 5607.714844
	Iteration 30Q: 3 clusters Score -6195028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80202 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -6195032.000000 Penalty: 5607.714844
	Iteration 31Q: 3 clusters Score -6195032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80202 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -6195032.500000 Penalty: 5607.714844
	Iteration 32Q: 3 clusters Score -6195032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80202 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -6195032.500000 Penalty: 5607.714844
	Iteration 33F: 3 clusters Score -6195032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Entering Unmasked Estep 
Score: -1828364.000000 Penalty: 2505.562744
	Iteration 0F: 2 clusters Score -1828364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1811440.500000 Penalty: 5011.125488
	Iteration 0F: 3 clusters Score -1811440 nChanged 10893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1817371.750000 Penalty: 5011.125488
	Iteration 1F: 3 clusters Score -1817372 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1818037.125000 Penalty: 5011.125488
	Iteration 2F: 3 clusters Score -1818037 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1818872.000000 Penalty: 5011.125488
	Iteration 3F: 3 clusters Score -1818872 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1819902.500000 Penalty: 5011.125488
	Iteration 4F: 3 clusters Score -1819902 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1821108.250000 Penalty: 5011.125488
	Iteration 5F: 3 clusters Score -1821108 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1822336.250000 Penalty: 5011.125488
	Iteration 6F: 3 clusters Score -1822336 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1823498.125000 Penalty: 5011.125488
	Iteration 7F: 3 clusters Score -1823498 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1824435.625000 Penalty: 5011.125488
	Iteration 8Q: 3 clusters Score -1824436 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1825110.250000 Penalty: 5011.125488
	Iteration 9Q: 3 clusters Score -1825110 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1825542.375000 Penalty: 5011.125488
	Iteration 10Q: 3 clusters Score -1825542 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1825865.875000 Penalty: 5011.125488
	Iteration 11Q: 3 clusters Score -1825866 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1826111.125000 Penalty: 5011.125488
	Iteration 12Q: 3 clusters Score -1826111 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1826287.500000 Penalty: 5011.125488
	Iteration 13Q: 3 clusters Score -1826288 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1826390.500000 Penalty: 5011.125488
	Iteration 14Q: 3 clusters Score -1826390 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1826483.250000 Penalty: 5011.125488
	Iteration 15Q: 3 clusters Score -1826483 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1826555.000000 Penalty: 5011.125488
	Iteration 16Q: 3 clusters Score -1826555 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1826619.125000 Penalty: 5011.125488
	Iteration 17Q: 3 clusters Score -1826619 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1826676.250000 Penalty: 5011.125488
	Iteration 18Q: 3 clusters Score -1826676 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1826723.000000 Penalty: 5011.125488
	Iteration 19Q: 3 clusters Score -1826723 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1826772.000000 Penalty: 5011.125488
	Iteration 20F: 3 clusters Score -1826772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1826793.125000 Penalty: 5011.125488
	Iteration 21Q: 3 clusters Score -1826793 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1826807.625000 Penalty: 5011.125488
	Iteration 22Q: 3 clusters Score -1826808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1826821.750000 Penalty: 5011.125488
	Iteration 23Q: 3 clusters Score -1826822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1826832.750000 Penalty: 5011.125488
	Iteration 24Q: 3 clusters Score -1826833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1826841.375000 Penalty: 5011.125488
	Iteration 25Q: 3 clusters Score -1826841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1826854.375000 Penalty: 5011.125488
	Iteration 26Q: 3 clusters Score -1826854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1826863.750000 Penalty: 5011.125488
	Iteration 27Q: 3 clusters Score -1826864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1826880.875000 Penalty: 5011.125488
	Iteration 28Q: 3 clusters Score -1826881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1826886.625000 Penalty: 5011.125488
	Iteration 29Q: 3 clusters Score -1826887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1826890.750000 Penalty: 5011.125488
	Iteration 30Q: 3 clusters Score -1826891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1826897.500000 Penalty: 5011.125488
	Iteration 31Q: 3 clusters Score -1826898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1826908.000000 Penalty: 5011.125488
	Iteration 32Q: 3 clusters Score -1826908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1826911.250000 Penalty: 5011.125488
	Iteration 33Q: 3 clusters Score -1826911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1826911.125000 Penalty: 5011.125488
	Iteration 34Q: 3 clusters Score -1826911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1826910.375000 Penalty: 5011.125488
	Iteration 35Q: 3 clusters Score -1826910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1826911.500000 Penalty: 5011.125488
	Iteration 36Q: 3 clusters Score -1826912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1826914.250000 Penalty: 5011.125488
	Iteration 37Q: 3 clusters Score -1826914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1826911.625000 Penalty: 5011.125488
	Iteration 38Q: 3 clusters Score -1826912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1826918.000000 Penalty: 5011.125488
	Iteration 39Q: 3 clusters Score -1826918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1826919.125000 Penalty: 5011.125488
	Iteration 40F: 3 clusters Score -1826919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1826917.250000 Penalty: 5011.125488
	Iteration 41Q: 3 clusters Score -1826917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1826917.500000 Penalty: 5011.125488
	Iteration 42Q: 3 clusters Score -1826918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1826917.500000 Penalty: 5011.125488
	Iteration 43F: 3 clusters Score -1826918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Entering Unmasked Estep 
Score: -763085.500000 Penalty: 2296.311768
	Iteration 0F: 2 clusters Score -763085.5 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 5256 members 
Entering Unmasked Estep 
Score: -755093.312500 Penalty: 4592.623535
	Iteration 0F: 3 clusters Score -755093.3 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -757476.312500 Penalty: 4592.623535
	Iteration 1F: 3 clusters Score -757476.3 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -757918.000000 Penalty: 4592.623535
	Iteration 2F: 3 clusters Score -757918 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -758342.500000 Penalty: 4592.623535
	Iteration 3F: 3 clusters Score -758342.5 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -758791.062500 Penalty: 4592.623535
	Iteration 4F: 3 clusters Score -758791.1 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -759208.187500 Penalty: 4592.623535
	Iteration 5F: 3 clusters Score -759208.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -759537.000000 Penalty: 4592.623535
	Iteration 6Q: 3 clusters Score -759537 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -759810.437500 Penalty: 4592.623535
	Iteration 7Q: 3 clusters Score -759810.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -760046.187500 Penalty: 4592.623535
	Iteration 8Q: 3 clusters Score -760046.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -760302.250000 Penalty: 4592.623535
	Iteration 9Q: 3 clusters Score -760302.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -760585.937500 Penalty: 4592.623535
	Iteration 10Q: 3 clusters Score -760585.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -760840.812500 Penalty: 4592.623535
	Iteration 11Q: 3 clusters Score -760840.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -761010.625000 Penalty: 4592.623535
	Iteration 12Q: 3 clusters Score -761010.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -761123.500000 Penalty: 4592.623535
	Iteration 13Q: 3 clusters Score -761123.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -761190.062500 Penalty: 4592.623535
	Iteration 14Q: 3 clusters Score -761190.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -761233.125000 Penalty: 4592.623535
	Iteration 15Q: 3 clusters Score -761233.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -761268.312500 Penalty: 4592.623535
	Iteration 16Q: 3 clusters Score -761268.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -761288.687500 Penalty: 4592.623535
	Iteration 17Q: 3 clusters Score -761288.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -761303.562500 Penalty: 4592.623535
	Iteration 18Q: 3 clusters Score -761303.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -761315.687500 Penalty: 4592.623535
	Iteration 19Q: 3 clusters Score -761315.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -761323.937500 Penalty: 4592.623535
	Iteration 20F: 3 clusters Score -761323.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -761327.500000 Penalty: 4592.623535
	Iteration 21Q: 3 clusters Score -761327.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -761331.937500 Penalty: 4592.623535
	Iteration 22Q: 3 clusters Score -761331.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -761334.375000 Penalty: 4592.623535
	Iteration 23Q: 3 clusters Score -761334.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -761337.875000 Penalty: 4592.623535
	Iteration 24Q: 3 clusters Score -761337.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -761339.562500 Penalty: 4592.623535
	Iteration 25Q: 3 clusters Score -761339.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -761340.375000 Penalty: 4592.623535
	Iteration 26Q: 3 clusters Score -761340.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -761339.562500 Penalty: 4592.623535
	Iteration 27Q: 3 clusters Score -761339.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -761339.937500 Penalty: 4592.623535
	Iteration 28Q: 3 clusters Score -761339.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -761339.937500 Penalty: 4592.623535
	Iteration 29F: 3 clusters Score -761339.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Entering Unmasked Estep 
Score: -133756.562500 Penalty: 1939.767578
	Iteration 0F: 2 clusters Score -133756.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -130836.593750 Penalty: 3879.535156
	Iteration 0F: 3 clusters Score -130836.6 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -131741.421875 Penalty: 3879.535156
	Iteration 1F: 3 clusters Score -131741.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -132157.625000 Penalty: 3879.535156
	Iteration 2F: 3 clusters Score -132157.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -132370.078125 Penalty: 3879.535156
	Iteration 3F: 3 clusters Score -132370.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -132500.375000 Penalty: 3879.535156
	Iteration 4F: 3 clusters Score -132500.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -132573.734375 Penalty: 3879.535156
	Iteration 5Q: 3 clusters Score -132573.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -132621.984375 Penalty: 3879.535156
	Iteration 6Q: 3 clusters Score -132622 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -132662.171875 Penalty: 3879.535156
	Iteration 7Q: 3 clusters Score -132662.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -132693.421875 Penalty: 3879.535156
	Iteration 8Q: 3 clusters Score -132693.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -132711.484375 Penalty: 3879.535156
	Iteration 9Q: 3 clusters Score -132711.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -132717.859375 Penalty: 3879.535156
	Iteration 10Q: 3 clusters Score -132717.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -132728.359375 Penalty: 3879.535156
	Iteration 11Q: 3 clusters Score -132728.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -132741.968750 Penalty: 3879.535156
	Iteration 12Q: 3 clusters Score -132742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -132753.484375 Penalty: 3879.535156
	Iteration 13Q: 3 clusters Score -132753.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -132772.531250 Penalty: 3879.535156
	Iteration 14Q: 3 clusters Score -132772.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -132794.375000 Penalty: 3879.535156
	Iteration 15Q: 3 clusters Score -132794.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -132815.578125 Penalty: 3879.535156
	Iteration 16Q: 3 clusters Score -132815.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -132833.093750 Penalty: 3879.535156
	Iteration 17Q: 3 clusters Score -132833.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -132845.187500 Penalty: 3879.535156
	Iteration 18Q: 3 clusters Score -132845.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -132857.671875 Penalty: 3879.535156
	Iteration 19Q: 3 clusters Score -132857.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -132862.515625 Penalty: 3879.535156
	Iteration 20F: 3 clusters Score -132862.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -132870.109375 Penalty: 3879.535156
	Iteration 21Q: 3 clusters Score -132870.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -132877.078125 Penalty: 3879.535156
	Iteration 22Q: 3 clusters Score -132877.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -132885.109375 Penalty: 3879.535156
	Iteration 23Q: 3 clusters Score -132885.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -132892.531250 Penalty: 3879.535156
	Iteration 24Q: 3 clusters Score -132892.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -132899.875000 Penalty: 3879.535156
	Iteration 25Q: 3 clusters Score -132899.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -132906.890625 Penalty: 3879.535156
	Iteration 26Q: 3 clusters Score -132906.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -132910.812500 Penalty: 3879.535156
	Iteration 27Q: 3 clusters Score -132910.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -132912.375000 Penalty: 3879.535156
	Iteration 28Q: 3 clusters Score -132912.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -132913.687500 Penalty: 3879.535156
	Iteration 29Q: 3 clusters Score -132913.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -132917.093750 Penalty: 3879.535156
	Iteration 30Q: 3 clusters Score -132917.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -132918.875000 Penalty: 3879.535156
	Iteration 31Q: 3 clusters Score -132918.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -132922.828125 Penalty: 3879.535156
	Iteration 32Q: 3 clusters Score -132922.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -132927.640625 Penalty: 3879.535156
	Iteration 33Q: 3 clusters Score -132927.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -132930.406250 Penalty: 3879.535156
	Iteration 34Q: 3 clusters Score -132930.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -132932.250000 Penalty: 3879.535156
	Iteration 35Q: 3 clusters Score -132932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -132933.125000 Penalty: 3879.535156
	Iteration 36Q: 3 clusters Score -132933.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -132933.125000 Penalty: 3879.535156
	Iteration 37F: 3 clusters Score -132933.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Entering Unmasked Estep 
Score: -3501006.000000 Penalty: 2664.875244
	Iteration 0F: 2 clusters Score -3501006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -3469700.250000 Penalty: 5329.750488
	Iteration 0F: 3 clusters Score -3469700 nChanged 21435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -3481666.750000 Penalty: 5329.750488
	Iteration 1F: 3 clusters Score -3481667 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -3482601.500000 Penalty: 5329.750488
	Iteration 2Q: 3 clusters Score -3482602 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -3483737.000000 Penalty: 5329.750488
	Iteration 3F: 3 clusters Score -3483737 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -3485228.000000 Penalty: 5329.750488
	Iteration 4F: 3 clusters Score -3485228 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -3486927.000000 Penalty: 5329.750488
	Iteration 5F: 3 clusters Score -3486927 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -3488710.500000 Penalty: 5329.750488
	Iteration 6F: 3 clusters Score -3488710 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -3490289.500000 Penalty: 5329.750488
	Iteration 7F: 3 clusters Score -3490290 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -3491758.500000 Penalty: 5329.750488
	Iteration 8F: 3 clusters Score -3491758 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -3493085.250000 Penalty: 5329.750488
	Iteration 9Q: 3 clusters Score -3493085 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -3494186.500000 Penalty: 5329.750488
	Iteration 10Q: 3 clusters Score -3494186 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -3495033.500000 Penalty: 5329.750488
	Iteration 11Q: 3 clusters Score -3495034 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -3495615.250000 Penalty: 5329.750488
	Iteration 12Q: 3 clusters Score -3495615 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -3496016.000000 Penalty: 5329.750488
	Iteration 13Q: 3 clusters Score -3496016 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -3496241.500000 Penalty: 5329.750488
	Iteration 14Q: 3 clusters Score -3496242 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -3496442.000000 Penalty: 5329.750488
	Iteration 15Q: 3 clusters Score -3496442 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -3496614.750000 Penalty: 5329.750488
	Iteration 16Q: 3 clusters Score -3496615 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -3496790.250000 Penalty: 5329.750488
	Iteration 17Q: 3 clusters Score -3496790 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -3496974.000000 Penalty: 5329.750488
	Iteration 18Q: 3 clusters Score -3496974 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -3497130.500000 Penalty: 5329.750488
	Iteration 19Q: 3 clusters Score -3497130 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -3497324.750000 Penalty: 5329.750488
	Iteration 20F: 3 clusters Score -3497325 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -3497515.000000 Penalty: 5329.750488
	Iteration 21Q: 3 clusters Score -3497515 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -3497702.000000 Penalty: 5329.750488
	Iteration 22Q: 3 clusters Score -3497702 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -3497916.750000 Penalty: 5329.750488
	Iteration 23Q: 3 clusters Score -3497917 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -3498085.500000 Penalty: 5329.750488
	Iteration 24Q: 3 clusters Score -3498086 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -3498208.250000 Penalty: 5329.750488
	Iteration 25Q: 3 clusters Score -3498208 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -3498319.750000 Penalty: 5329.750488
	Iteration 26Q: 3 clusters Score -3498320 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -3498400.500000 Penalty: 5329.750488
	Iteration 27Q: 3 clusters Score -3498400 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -3498459.750000 Penalty: 5329.750488
	Iteration 28Q: 3 clusters Score -3498460 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -3498493.750000 Penalty: 5329.750488
	Iteration 29Q: 3 clusters Score -3498494 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3498535.000000 Penalty: 5329.750488
	Iteration 30Q: 3 clusters Score -3498535 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -3498571.000000 Penalty: 5329.750488
	Iteration 31Q: 3 clusters Score -3498571 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -3498591.500000 Penalty: 5329.750488
	Iteration 32Q: 3 clusters Score -3498592 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -3498630.000000 Penalty: 5329.750488
	Iteration 33Q: 3 clusters Score -3498630 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -3498660.750000 Penalty: 5329.750488
	Iteration 34Q: 3 clusters Score -3498661 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -3498675.750000 Penalty: 5329.750488
	Iteration 35Q: 3 clusters Score -3498676 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -3498688.000000 Penalty: 5329.750488
	Iteration 36Q: 3 clusters Score -3498688 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -3498706.750000 Penalty: 5329.750488
	Iteration 37Q: 3 clusters Score -3498707 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -3498719.000000 Penalty: 5329.750488
	Iteration 38Q: 3 clusters Score -3498719 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -3498725.500000 Penalty: 5329.750488
	Iteration 39Q: 3 clusters Score -3498726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -3498741.250000 Penalty: 5329.750488
	Iteration 40F: 3 clusters Score -3498741 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -3498756.000000 Penalty: 5329.750488
	Iteration 41Q: 3 clusters Score -3498756 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -3498776.750000 Penalty: 5329.750488
	Iteration 42Q: 3 clusters Score -3498777 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -3498793.500000 Penalty: 5329.750488
	Iteration 43Q: 3 clusters Score -3498794 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -3498798.000000 Penalty: 5329.750488
	Iteration 44Q: 3 clusters Score -3498798 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -3498809.750000 Penalty: 5329.750488
	Iteration 45Q: 3 clusters Score -3498810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -3498817.000000 Penalty: 5329.750488
	Iteration 46Q: 3 clusters Score -3498817 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3498836.500000 Penalty: 5329.750488
	Iteration 47Q: 3 clusters Score -3498836 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -3498833.500000 Penalty: 5329.750488
	Iteration 48Q: 3 clusters Score -3498834 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3498853.250000 Penalty: 5329.750488
	Iteration 49Q: 3 clusters Score -3498853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3498859.250000 Penalty: 5329.750488
	Iteration 50Q: 3 clusters Score -3498859 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -3498864.750000 Penalty: 5329.750488
	Iteration 51Q: 3 clusters Score -3498865 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -3498868.250000 Penalty: 5329.750488
	Iteration 52Q: 3 clusters Score -3498868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3498877.750000 Penalty: 5329.750488
	Iteration 53Q: 3 clusters Score -3498878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3498884.000000 Penalty: 5329.750488
	Iteration 54Q: 3 clusters Score -3498884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -3498884.000000 Penalty: 5329.750488
	Iteration 55Q: 3 clusters Score -3498884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -3498883.250000 Penalty: 5329.750488
	Iteration 56Q: 3 clusters Score -3498883 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -3498892.000000 Penalty: 5329.750488
	Iteration 57Q: 3 clusters Score -3498892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -3498892.750000 Penalty: 5329.750488
	Iteration 58Q: 3 clusters Score -3498893 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -3498904.000000 Penalty: 5329.750488
	Iteration 59Q: 3 clusters Score -3498904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -3498907.500000 Penalty: 5329.750488
	Iteration 60F: 3 clusters Score -3498908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3498920.000000 Penalty: 5329.750488
	Iteration 61Q: 3 clusters Score -3498920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -3498927.750000 Penalty: 5329.750488
	Iteration 62Q: 3 clusters Score -3498928 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -3498932.250000 Penalty: 5329.750488
	Iteration 63Q: 3 clusters Score -3498932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -3498931.500000 Penalty: 5329.750488
	Iteration 64Q: 3 clusters Score -3498932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -3498941.250000 Penalty: 5329.750488
	Iteration 65Q: 3 clusters Score -3498941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -3498940.500000 Penalty: 5329.750488
	Iteration 66Q: 3 clusters Score -3498940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3498952.750000 Penalty: 5329.750488
	Iteration 67Q: 3 clusters Score -3498953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -3498952.500000 Penalty: 5329.750488
	Iteration 68Q: 3 clusters Score -3498952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -3498960.250000 Penalty: 5329.750488
	Iteration 69Q: 3 clusters Score -3498960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -3498969.000000 Penalty: 5329.750488
	Iteration 70Q: 3 clusters Score -3498969 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -3498971.750000 Penalty: 5329.750488
	Iteration 71Q: 3 clusters Score -3498972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3498978.000000 Penalty: 5329.750488
	Iteration 72Q: 3 clusters Score -3498978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3498982.750000 Penalty: 5329.750488
	Iteration 73Q: 3 clusters Score -3498983 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -3498993.000000 Penalty: 5329.750488
	Iteration 74Q: 3 clusters Score -3498993 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3498996.250000 Penalty: 5329.750488
	Iteration 75Q: 3 clusters Score -3498996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -3499002.250000 Penalty: 5329.750488
	Iteration 76Q: 3 clusters Score -3499002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3499007.750000 Penalty: 5329.750488
	Iteration 77Q: 3 clusters Score -3499008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3499010.000000 Penalty: 5329.750488
	Iteration 78Q: 3 clusters Score -3499010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3499005.500000 Penalty: 5329.750488
	Iteration 79Q: 3 clusters Score -3499006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -3499004.000000 Penalty: 5329.750488
	Iteration 80F: 3 clusters Score -3499004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3499005.500000 Penalty: 5329.750488
	Iteration 81Q: 3 clusters Score -3499006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -3499013.500000 Penalty: 5329.750488
	Iteration 82Q: 3 clusters Score -3499014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -3499014.000000 Penalty: 5329.750488
	Iteration 83Q: 3 clusters Score -3499014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3499016.000000 Penalty: 5329.750488
	Iteration 84Q: 3 clusters Score -3499016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3499014.000000 Penalty: 5329.750488
	Iteration 85Q: 3 clusters Score -3499014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -3499011.750000 Penalty: 5329.750488
	Iteration 86Q: 3 clusters Score -3499012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -3499011.250000 Penalty: 5329.750488
	Iteration 87Q: 3 clusters Score -3499011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -3499013.250000 Penalty: 5329.750488
	Iteration 88Q: 3 clusters Score -3499013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -3499013.000000 Penalty: 5329.750488
	Iteration 89Q: 3 clusters Score -3499013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -3499014.000000 Penalty: 5329.750488
	Iteration 90Q: 3 clusters Score -3499014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -3499017.500000 Penalty: 5329.750488
	Iteration 91Q: 3 clusters Score -3499018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3499014.000000 Penalty: 5329.750488
	Iteration 92Q: 3 clusters Score -3499014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3499011.250000 Penalty: 5329.750488
	Iteration 93Q: 3 clusters Score -3499011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3499011.250000 Penalty: 5329.750488
	Iteration 94F: 3 clusters Score -3499011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Entering Unmasked Estep 
Score: -221123.187500 Penalty: 1996.969604
	Iteration 0F: 2 clusters Score -221123.2 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 1578 members 
Entering Unmasked Estep 
Score: -217795.406250 Penalty: 3993.939209
	Iteration 0F: 3 clusters Score -217795.4 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -218625.156250 Penalty: 3993.939209
	Iteration 1F: 3 clusters Score -218625.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -218958.062500 Penalty: 3993.939209
	Iteration 2F: 3 clusters Score -218958.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -219276.281250 Penalty: 3993.939209
	Iteration 3F: 3 clusters Score -219276.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -219622.093750 Penalty: 3993.939209
	Iteration 4F: 3 clusters Score -219622.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -219935.750000 Penalty: 3993.939209
	Iteration 5F: 3 clusters Score -219935.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -220183.125000 Penalty: 3993.939209
	Iteration 6F: 3 clusters Score -220183.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -220339.546875 Penalty: 3993.939209
	Iteration 7Q: 3 clusters Score -220339.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -220443.093750 Penalty: 3993.939209
	Iteration 8Q: 3 clusters Score -220443.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -220492.062500 Penalty: 3993.939209
	Iteration 9Q: 3 clusters Score -220492.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -220533.156250 Penalty: 3993.939209
	Iteration 10Q: 3 clusters Score -220533.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -220569.968750 Penalty: 3993.939209
	Iteration 11Q: 3 clusters Score -220570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -220607.109375 Penalty: 3993.939209
	Iteration 12Q: 3 clusters Score -220607.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -220660.765625 Penalty: 3993.939209
	Iteration 13Q: 3 clusters Score -220660.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -220714.515625 Penalty: 3993.939209
	Iteration 14Q: 3 clusters Score -220714.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -220754.125000 Penalty: 3993.939209
	Iteration 15Q: 3 clusters Score -220754.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -220786.515625 Penalty: 3993.939209
	Iteration 16Q: 3 clusters Score -220786.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -220805.000000 Penalty: 3993.939209
	Iteration 17Q: 3 clusters Score -220805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -220818.468750 Penalty: 3993.939209
	Iteration 18Q: 3 clusters Score -220818.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -220834.281250 Penalty: 3993.939209
	Iteration 19Q: 3 clusters Score -220834.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -220843.171875 Penalty: 3993.939209
	Iteration 20F: 3 clusters Score -220843.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -220846.656250 Penalty: 3993.939209
	Iteration 21Q: 3 clusters Score -220846.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -220849.468750 Penalty: 3993.939209
	Iteration 22Q: 3 clusters Score -220849.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -220851.890625 Penalty: 3993.939209
	Iteration 23Q: 3 clusters Score -220851.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -220853.609375 Penalty: 3993.939209
	Iteration 24Q: 3 clusters Score -220853.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -220856.703125 Penalty: 3993.939209
	Iteration 25Q: 3 clusters Score -220856.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -220858.062500 Penalty: 3993.939209
	Iteration 26Q: 3 clusters Score -220858.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -220858.859375 Penalty: 3993.939209
	Iteration 27Q: 3 clusters Score -220858.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -220858.859375 Penalty: 3993.939209
	Iteration 28F: 3 clusters Score -220858.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Entering Unmasked Estep 
Score: -499056.531250 Penalty: 2187.056885
	Iteration 0F: 2 clusters Score -499056.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -493398.187500 Penalty: 4374.113770
	Iteration 0F: 3 clusters Score -493398.2 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -494881.250000 Penalty: 4374.113770
	Iteration 1F: 3 clusters Score -494881.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -495196.406250 Penalty: 4374.113770
	Iteration 2F: 3 clusters Score -495196.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -495440.843750 Penalty: 4374.113770
	Iteration 3F: 3 clusters Score -495440.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -495686.843750 Penalty: 4374.113770
	Iteration 4F: 3 clusters Score -495686.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -495935.968750 Penalty: 4374.113770
	Iteration 5F: 3 clusters Score -495936 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -496178.687500 Penalty: 4374.113770
	Iteration 6Q: 3 clusters Score -496178.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -496370.468750 Penalty: 4374.113770
	Iteration 7Q: 3 clusters Score -496370.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -496549.375000 Penalty: 4374.113770
	Iteration 8Q: 3 clusters Score -496549.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -496736.656250 Penalty: 4374.113770
	Iteration 9Q: 3 clusters Score -496736.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -496944.687500 Penalty: 4374.113770
	Iteration 10Q: 3 clusters Score -496944.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -497154.187500 Penalty: 4374.113770
	Iteration 11Q: 3 clusters Score -497154.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -497289.968750 Penalty: 4374.113770
	Iteration 12Q: 3 clusters Score -497290 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -497387.343750 Penalty: 4374.113770
	Iteration 13Q: 3 clusters Score -497387.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -497469.718750 Penalty: 4374.113770
	Iteration 14Q: 3 clusters Score -497469.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -497544.156250 Penalty: 4374.113770
	Iteration 15Q: 3 clusters Score -497544.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -497608.281250 Penalty: 4374.113770
	Iteration 16Q: 3 clusters Score -497608.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -497681.718750 Penalty: 4374.113770
	Iteration 17Q: 3 clusters Score -497681.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -497758.250000 Penalty: 4374.113770
	Iteration 18Q: 3 clusters Score -497758.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -497827.062500 Penalty: 4374.113770
	Iteration 19Q: 3 clusters Score -497827.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -497892.875000 Penalty: 4374.113770
	Iteration 20F: 3 clusters Score -497892.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -497962.593750 Penalty: 4374.113770
	Iteration 21Q: 3 clusters Score -497962.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -498022.500000 Penalty: 4374.113770
	Iteration 22Q: 3 clusters Score -498022.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -498093.437500 Penalty: 4374.113770
	Iteration 23Q: 3 clusters Score -498093.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -498146.562500 Penalty: 4374.113770
	Iteration 24Q: 3 clusters Score -498146.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -498183.781250 Penalty: 4374.113770
	Iteration 25Q: 3 clusters Score -498183.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -498214.093750 Penalty: 4374.113770
	Iteration 26Q: 3 clusters Score -498214.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -498236.781250 Penalty: 4374.113770
	Iteration 27Q: 3 clusters Score -498236.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -498251.281250 Penalty: 4374.113770
	Iteration 28Q: 3 clusters Score -498251.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -498263.531250 Penalty: 4374.113770
	Iteration 29Q: 3 clusters Score -498263.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -498269.562500 Penalty: 4374.113770
	Iteration 30Q: 3 clusters Score -498269.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -498271.406250 Penalty: 4374.113770
	Iteration 31Q: 3 clusters Score -498271.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -498271.500000 Penalty: 4374.113770
	Iteration 32Q: 3 clusters Score -498271.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -498273.062500 Penalty: 4374.113770
	Iteration 33Q: 3 clusters Score -498273.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -498275.718750 Penalty: 4374.113770
	Iteration 34Q: 3 clusters Score -498275.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -498277.343750 Penalty: 4374.113770
	Iteration 35Q: 3 clusters Score -498277.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -498280.093750 Penalty: 4374.113770
	Iteration 36Q: 3 clusters Score -498280.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -498281.812500 Penalty: 4374.113770
	Iteration 37Q: 3 clusters Score -498281.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -498282.125000 Penalty: 4374.113770
	Iteration 38Q: 3 clusters Score -498282.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -498283.562500 Penalty: 4374.113770
	Iteration 39Q: 3 clusters Score -498283.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -498283.562500 Penalty: 4374.113770
	Iteration 40F: 3 clusters Score -498283.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (206890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206890 members 
Entering Unmasked Estep 
Score: -15477296.000000 Penalty: 3035.505859
	Iteration 0F: 2 clusters Score -1.54773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103300 members 
Mstep: Class 2 contains 103590 members 
Entering Unmasked Estep 
Score: -15338311.000000 Penalty: 6071.011719
	Iteration 0F: 3 clusters Score -1.533831e+07 nChanged 99778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98042 members 
Mstep: Class 2 contains 108848 members 
Entering Unmasked Estep 
Score: -15397234.000000 Penalty: 6071.011719
	Iteration 1F: 3 clusters Score -1.539723e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94410 members 
Mstep: Class 2 contains 112480 members 
Entering Unmasked Estep 
Score: -15399255.000000 Penalty: 6071.011719
	Iteration 2Q: 3 clusters Score -1.539926e+07 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88758 members 
Mstep: Class 2 contains 118132 members 
Entering Unmasked Estep 
Score: -15402464.000000 Penalty: 6071.011719
	Iteration 3Q: 3 clusters Score -1.540246e+07 nChanged 10775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80565 members 
Mstep: Class 2 contains 126325 members 
Entering Unmasked Estep 
Score: -15407593.000000 Penalty: 6071.011719
	Iteration 4F: 3 clusters Score -1.540759e+07 nChanged 13353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69360 members 
Mstep: Class 2 contains 137530 members 
Entering Unmasked Estep 
Score: -15415503.000000 Penalty: 6071.011719
	Iteration 5F: 3 clusters Score -1.54155e+07 nChanged 15450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55442 members 
Mstep: Class 2 contains 151448 members 
Entering Unmasked Estep 
Score: -15426201.000000 Penalty: 6071.011719
	Iteration 6F: 3 clusters Score -1.54262e+07 nChanged 15920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 166550 members 
Entering Unmasked Estep 
Score: -15438933.000000 Penalty: 6071.011719
	Iteration 7F: 3 clusters Score -1.543893e+07 nChanged 14418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 180770 members 
Entering Unmasked Estep 
Score: -15450937.000000 Penalty: 6071.011719
	Iteration 8F: 3 clusters Score -1.545094e+07 nChanged 11363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 192111 members 
Entering Unmasked Estep 
Score: -15460892.000000 Penalty: 6071.011719
	Iteration 9F: 3 clusters Score -1.546089e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 199918 members 
Entering Unmasked Estep 
Score: -15468022.000000 Penalty: 6071.011719
	Iteration 10Q: 3 clusters Score -1.546802e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 204231 members 
Entering Unmasked Estep 
Score: -15472123.000000 Penalty: 6071.011719
	Iteration 11Q: 3 clusters Score -1.547212e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 205871 members 
Entering Unmasked Estep 
Score: -15473660.000000 Penalty: 6071.011719
	Iteration 12Q: 3 clusters Score -1.547366e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 206359 members 
Entering Unmasked Estep 
Score: -15474141.000000 Penalty: 6071.011719
	Iteration 13Q: 3 clusters Score -1.547414e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 206515 members 
Entering Unmasked Estep 
Score: -15474404.000000 Penalty: 6071.011719
	Iteration 14Q: 3 clusters Score -1.54744e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 206573 members 
Entering Unmasked Estep 
Score: -15474502.000000 Penalty: 6071.011719
	Iteration 15Q: 3 clusters Score -1.54745e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 206600 members 
Entering Unmasked Estep 
Score: -15474548.000000 Penalty: 6071.011719
	Iteration 16Q: 3 clusters Score -1.547455e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 206606 members 
Entering Unmasked Estep 
Score: -15474549.000000 Penalty: 6071.011719
	Iteration 17Q: 3 clusters Score -1.547455e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 206613 members 
Entering Unmasked Estep 
Score: -15474580.000000 Penalty: 6071.011719
	Iteration 18Q: 3 clusters Score -1.547458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 206620 members 
Entering Unmasked Estep 
Score: -15474602.000000 Penalty: 6071.011719
	Iteration 19Q: 3 clusters Score -1.54746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 206618 members 
Entering Unmasked Estep 
Score: -15474601.000000 Penalty: 6071.011719
	Iteration 20F: 3 clusters Score -1.54746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 206616 members 
Entering Unmasked Estep 
Score: -15474616.000000 Penalty: 6071.011719
	Iteration 21Q: 3 clusters Score -1.547462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 206615 members 
Entering Unmasked Estep 
Score: -15474615.000000 Penalty: 6071.011719
	Iteration 22Q: 3 clusters Score -1.547462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 206615 members 
Entering Unmasked Estep 
Score: -15474627.000000 Penalty: 6071.011719
	Iteration 23Q: 3 clusters Score -1.547463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 206614 members 
Entering Unmasked Estep 
Score: -15474629.000000 Penalty: 6071.011719
	Iteration 24Q: 3 clusters Score -1.547463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 206613 members 
Entering Unmasked Estep 
Score: -15474629.000000 Penalty: 6071.011719
	Iteration 25Q: 3 clusters Score -1.547463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 206612 members 
Entering Unmasked Estep 
Score: -15474632.000000 Penalty: 6071.011719
	Iteration 26Q: 3 clusters Score -1.547463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 206612 members 
Entering Unmasked Estep 
Score: -15474632.000000 Penalty: 6071.011719
	Iteration 27F: 3 clusters Score -1.547463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Entering Unmasked Estep 
Score: -1899099.250000 Penalty: 2507.797119
	Iteration 0F: 2 clusters Score -1899099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1882097.125000 Penalty: 5015.594238
	Iteration 0F: 3 clusters Score -1882097 nChanged 11013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1887978.250000 Penalty: 5015.594238
	Iteration 1F: 3 clusters Score -1887978 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1888527.375000 Penalty: 5015.594238
	Iteration 2F: 3 clusters Score -1888527 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1889172.625000 Penalty: 5015.594238
	Iteration 3F: 3 clusters Score -1889173 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1890077.625000 Penalty: 5015.594238
	Iteration 4F: 3 clusters Score -1890078 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1891192.375000 Penalty: 5015.594238
	Iteration 5F: 3 clusters Score -1891192 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1892445.875000 Penalty: 5015.594238
	Iteration 6F: 3 clusters Score -1892446 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1893682.875000 Penalty: 5015.594238
	Iteration 7F: 3 clusters Score -1893683 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1894761.750000 Penalty: 5015.594238
	Iteration 8F: 3 clusters Score -1894762 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1895485.000000 Penalty: 5015.594238
	Iteration 9Q: 3 clusters Score -1895485 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1895966.375000 Penalty: 5015.594238
	Iteration 10Q: 3 clusters Score -1895966 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1896244.375000 Penalty: 5015.594238
	Iteration 11Q: 3 clusters Score -1896244 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1896405.750000 Penalty: 5015.594238
	Iteration 12Q: 3 clusters Score -1896406 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1896504.125000 Penalty: 5015.594238
	Iteration 13Q: 3 clusters Score -1896504 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1896598.875000 Penalty: 5015.594238
	Iteration 14Q: 3 clusters Score -1896599 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1896659.375000 Penalty: 5015.594238
	Iteration 15Q: 3 clusters Score -1896659 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1896685.500000 Penalty: 5015.594238
	Iteration 16Q: 3 clusters Score -1896686 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1896727.625000 Penalty: 5015.594238
	Iteration 17Q: 3 clusters Score -1896728 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1896767.375000 Penalty: 5015.594238
	Iteration 18Q: 3 clusters Score -1896767 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1896798.500000 Penalty: 5015.594238
	Iteration 19Q: 3 clusters Score -1896798 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1896829.375000 Penalty: 5015.594238
	Iteration 20F: 3 clusters Score -1896829 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1896851.875000 Penalty: 5015.594238
	Iteration 21Q: 3 clusters Score -1896852 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1896881.250000 Penalty: 5015.594238
	Iteration 22Q: 3 clusters Score -1896881 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1896912.000000 Penalty: 5015.594238
	Iteration 23Q: 3 clusters Score -1896912 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1896938.375000 Penalty: 5015.594238
	Iteration 24Q: 3 clusters Score -1896938 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1896964.000000 Penalty: 5015.594238
	Iteration 25Q: 3 clusters Score -1896964 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1896988.250000 Penalty: 5015.594238
	Iteration 26Q: 3 clusters Score -1896988 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1897012.125000 Penalty: 5015.594238
	Iteration 27Q: 3 clusters Score -1897012 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1897022.750000 Penalty: 5015.594238
	Iteration 28Q: 3 clusters Score -1897023 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1897046.750000 Penalty: 5015.594238
	Iteration 29Q: 3 clusters Score -1897047 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1897058.000000 Penalty: 5015.594238
	Iteration 30Q: 3 clusters Score -1897058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1897069.750000 Penalty: 5015.594238
	Iteration 31Q: 3 clusters Score -1897070 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1897081.000000 Penalty: 5015.594238
	Iteration 32Q: 3 clusters Score -1897081 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1897086.500000 Penalty: 5015.594238
	Iteration 33Q: 3 clusters Score -1897086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1897092.875000 Penalty: 5015.594238
	Iteration 34Q: 3 clusters Score -1897093 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1897100.750000 Penalty: 5015.594238
	Iteration 35Q: 3 clusters Score -1897101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1897099.250000 Penalty: 5015.594238
	Iteration 36Q: 3 clusters Score -1897099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1897101.500000 Penalty: 5015.594238
	Iteration 37Q: 3 clusters Score -1897102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1897104.625000 Penalty: 5015.594238
	Iteration 38Q: 3 clusters Score -1897105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1897106.750000 Penalty: 5015.594238
	Iteration 39Q: 3 clusters Score -1897107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1897112.375000 Penalty: 5015.594238
	Iteration 40F: 3 clusters Score -1897112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1897122.625000 Penalty: 5015.594238
	Iteration 41Q: 3 clusters Score -1897123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1897121.750000 Penalty: 5015.594238
	Iteration 42Q: 3 clusters Score -1897122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1897127.125000 Penalty: 5015.594238
	Iteration 43Q: 3 clusters Score -1897127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1897127.875000 Penalty: 5015.594238
	Iteration 44Q: 3 clusters Score -1897128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1897137.500000 Penalty: 5015.594238
	Iteration 45Q: 3 clusters Score -1897138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1897146.250000 Penalty: 5015.594238
	Iteration 46Q: 3 clusters Score -1897146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1897150.000000 Penalty: 5015.594238
	Iteration 47Q: 3 clusters Score -1897150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1897149.000000 Penalty: 5015.594238
	Iteration 48Q: 3 clusters Score -1897149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1897156.375000 Penalty: 5015.594238
	Iteration 49Q: 3 clusters Score -1897156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1897157.000000 Penalty: 5015.594238
	Iteration 50Q: 3 clusters Score -1897157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1897158.750000 Penalty: 5015.594238
	Iteration 51Q: 3 clusters Score -1897159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1897161.250000 Penalty: 5015.594238
	Iteration 52Q: 3 clusters Score -1897161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1897163.750000 Penalty: 5015.594238
	Iteration 53Q: 3 clusters Score -1897164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1897166.375000 Penalty: 5015.594238
	Iteration 54Q: 3 clusters Score -1897166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1897169.000000 Penalty: 5015.594238
	Iteration 55Q: 3 clusters Score -1897169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1897174.000000 Penalty: 5015.594238
	Iteration 56Q: 3 clusters Score -1897174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1897171.250000 Penalty: 5015.594238
	Iteration 57Q: 3 clusters Score -1897171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1897173.500000 Penalty: 5015.594238
	Iteration 58Q: 3 clusters Score -1897174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1897175.375000 Penalty: 5015.594238
	Iteration 59Q: 3 clusters Score -1897175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1897173.125000 Penalty: 5015.594238
	Iteration 60F: 3 clusters Score -1897173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1897174.375000 Penalty: 5015.594238
	Iteration 61Q: 3 clusters Score -1897174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1897174.375000 Penalty: 5015.594238
	Iteration 62F: 3 clusters Score -1897174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Entering Unmasked Estep 
Score: -146960.750000 Penalty: 1897.241943
	Iteration 0F: 2 clusters Score -146960.8 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 1065 members 
Entering Unmasked Estep 
Score: -144291.296875 Penalty: 3794.483887
	Iteration 0F: 3 clusters Score -144291.3 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -144737.125000 Penalty: 3794.483887
	Iteration 1F: 3 clusters Score -144737.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -144872.875000 Penalty: 3794.483887
	Iteration 2F: 3 clusters Score -144872.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -144949.500000 Penalty: 3794.483887
	Iteration 3Q: 3 clusters Score -144949.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -145002.609375 Penalty: 3794.483887
	Iteration 4Q: 3 clusters Score -145002.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -145046.265625 Penalty: 3794.483887
	Iteration 5Q: 3 clusters Score -145046.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -145086.578125 Penalty: 3794.483887
	Iteration 6Q: 3 clusters Score -145086.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -145123.421875 Penalty: 3794.483887
	Iteration 7Q: 3 clusters Score -145123.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -145151.000000 Penalty: 3794.483887
	Iteration 8Q: 3 clusters Score -145151 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -145179.906250 Penalty: 3794.483887
	Iteration 9Q: 3 clusters Score -145179.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -145210.765625 Penalty: 3794.483887
	Iteration 10Q: 3 clusters Score -145210.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -145243.203125 Penalty: 3794.483887
	Iteration 11Q: 3 clusters Score -145243.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -145276.765625 Penalty: 3794.483887
	Iteration 12Q: 3 clusters Score -145276.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -145307.296875 Penalty: 3794.483887
	Iteration 13Q: 3 clusters Score -145307.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -145340.281250 Penalty: 3794.483887
	Iteration 14Q: 3 clusters Score -145340.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -145389.531250 Penalty: 3794.483887
	Iteration 15Q: 3 clusters Score -145389.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -145432.015625 Penalty: 3794.483887
	Iteration 16Q: 3 clusters Score -145432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -145473.046875 Penalty: 3794.483887
	Iteration 17Q: 3 clusters Score -145473 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -145503.359375 Penalty: 3794.483887
	Iteration 18Q: 3 clusters Score -145503.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -145531.656250 Penalty: 3794.483887
	Iteration 19Q: 3 clusters Score -145531.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -145559.796875 Penalty: 3794.483887
	Iteration 20F: 3 clusters Score -145559.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -145590.484375 Penalty: 3794.483887
	Iteration 21Q: 3 clusters Score -145590.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -145622.953125 Penalty: 3794.483887
	Iteration 22Q: 3 clusters Score -145623 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -145655.812500 Penalty: 3794.483887
	Iteration 23Q: 3 clusters Score -145655.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -145705.218750 Penalty: 3794.483887
	Iteration 24Q: 3 clusters Score -145705.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -145759.765625 Penalty: 3794.483887
	Iteration 25Q: 3 clusters Score -145759.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -145818.093750 Penalty: 3794.483887
	Iteration 26Q: 3 clusters Score -145818.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -145899.093750 Penalty: 3794.483887
	Iteration 27Q: 3 clusters Score -145899.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -145999.031250 Penalty: 3794.483887
	Iteration 28Q: 3 clusters Score -145999 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -146204.765625 Penalty: 3794.483887
	Iteration 29Q: 3 clusters Score -146204.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -146519.953125 Penalty: 3794.483887
	Iteration 30Q: 3 clusters Score -146520 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -146706.546875 Penalty: 3794.483887
	Iteration 31Q: 3 clusters Score -146706.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -146813.656250 Penalty: 3794.483887
	Iteration 32Q: 3 clusters Score -146813.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -146845.484375 Penalty: 3794.483887
	Iteration 33Q: 3 clusters Score -146845.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -146850.656250 Penalty: 3794.483887
	Iteration 34Q: 3 clusters Score -146850.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -146851.750000 Penalty: 3794.483887
	Iteration 35Q: 3 clusters Score -146851.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -146851.750000 Penalty: 3794.483887
	Iteration 36F: 3 clusters Score -146851.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Entering Unmasked Estep 
Score: -413405.406250 Penalty: 2146.190674
	Iteration 0F: 2 clusters Score -413405.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -408425.750000 Penalty: 4292.381348
	Iteration 0F: 3 clusters Score -408425.8 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -409602.406250 Penalty: 4292.381348
	Iteration 1F: 3 clusters Score -409602.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -409866.718750 Penalty: 4292.381348
	Iteration 2F: 3 clusters Score -409866.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -410065.125000 Penalty: 4292.381348
	Iteration 3F: 3 clusters Score -410065.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -410223.500000 Penalty: 4292.381348
	Iteration 4Q: 3 clusters Score -410223.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -410366.531250 Penalty: 4292.381348
	Iteration 5Q: 3 clusters Score -410366.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -410486.031250 Penalty: 4292.381348
	Iteration 6Q: 3 clusters Score -410486 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -410603.343750 Penalty: 4292.381348
	Iteration 7Q: 3 clusters Score -410603.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -410734.875000 Penalty: 4292.381348
	Iteration 8Q: 3 clusters Score -410734.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -410883.000000 Penalty: 4292.381348
	Iteration 9Q: 3 clusters Score -410883 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -411033.187500 Penalty: 4292.381348
	Iteration 10Q: 3 clusters Score -411033.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -411170.343750 Penalty: 4292.381348
	Iteration 11Q: 3 clusters Score -411170.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -411293.593750 Penalty: 4292.381348
	Iteration 12Q: 3 clusters Score -411293.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -411377.406250 Penalty: 4292.381348
	Iteration 13Q: 3 clusters Score -411377.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -411456.468750 Penalty: 4292.381348
	Iteration 14Q: 3 clusters Score -411456.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -411533.562500 Penalty: 4292.381348
	Iteration 15Q: 3 clusters Score -411533.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -411596.468750 Penalty: 4292.381348
	Iteration 16Q: 3 clusters Score -411596.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -411649.750000 Penalty: 4292.381348
	Iteration 17Q: 3 clusters Score -411649.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -411700.343750 Penalty: 4292.381348
	Iteration 18Q: 3 clusters Score -411700.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -411733.468750 Penalty: 4292.381348
	Iteration 19Q: 3 clusters Score -411733.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -411753.531250 Penalty: 4292.381348
	Iteration 20F: 3 clusters Score -411753.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -411767.406250 Penalty: 4292.381348
	Iteration 21Q: 3 clusters Score -411767.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -411779.250000 Penalty: 4292.381348
	Iteration 22Q: 3 clusters Score -411779.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -411790.093750 Penalty: 4292.381348
	Iteration 23Q: 3 clusters Score -411790.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -411798.843750 Penalty: 4292.381348
	Iteration 24Q: 3 clusters Score -411798.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -411804.468750 Penalty: 4292.381348
	Iteration 25Q: 3 clusters Score -411804.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -411806.593750 Penalty: 4292.381348
	Iteration 26Q: 3 clusters Score -411806.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -411811.406250 Penalty: 4292.381348
	Iteration 27Q: 3 clusters Score -411811.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -411815.437500 Penalty: 4292.381348
	Iteration 28Q: 3 clusters Score -411815.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -411819.281250 Penalty: 4292.381348
	Iteration 29Q: 3 clusters Score -411819.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -411825.875000 Penalty: 4292.381348
	Iteration 30Q: 3 clusters Score -411825.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -411830.593750 Penalty: 4292.381348
	Iteration 31Q: 3 clusters Score -411830.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -411834.062500 Penalty: 4292.381348
	Iteration 32Q: 3 clusters Score -411834.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -411836.875000 Penalty: 4292.381348
	Iteration 33Q: 3 clusters Score -411836.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -411843.875000 Penalty: 4292.381348
	Iteration 34Q: 3 clusters Score -411843.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -411847.468750 Penalty: 4292.381348
	Iteration 35Q: 3 clusters Score -411847.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -411850.593750 Penalty: 4292.381348
	Iteration 36Q: 3 clusters Score -411850.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -411853.093750 Penalty: 4292.381348
	Iteration 37Q: 3 clusters Score -411853.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -411855.281250 Penalty: 4292.381348
	Iteration 38Q: 3 clusters Score -411855.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -411855.875000 Penalty: 4292.381348
	Iteration 39Q: 3 clusters Score -411855.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -411858.156250 Penalty: 4292.381348
	Iteration 40F: 3 clusters Score -411858.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -411863.625000 Penalty: 4292.381348
	Iteration 41Q: 3 clusters Score -411863.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -411864.750000 Penalty: 4292.381348
	Iteration 42Q: 3 clusters Score -411864.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -411870.593750 Penalty: 4292.381348
	Iteration 43Q: 3 clusters Score -411870.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -411871.468750 Penalty: 4292.381348
	Iteration 44Q: 3 clusters Score -411871.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -411873.406250 Penalty: 4292.381348
	Iteration 45Q: 3 clusters Score -411873.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -411875.750000 Penalty: 4292.381348
	Iteration 46Q: 3 clusters Score -411875.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -411877.843750 Penalty: 4292.381348
	Iteration 47Q: 3 clusters Score -411877.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -411880.187500 Penalty: 4292.381348
	Iteration 48Q: 3 clusters Score -411880.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -411881.250000 Penalty: 4292.381348
	Iteration 49Q: 3 clusters Score -411881.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -411882.281250 Penalty: 4292.381348
	Iteration 50Q: 3 clusters Score -411882.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -411882.281250 Penalty: 4292.381348
	Iteration 51F: 3 clusters Score -411882.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Entering Unmasked Estep 
Score: -89242.890625 Penalty: 1773.374023
	Iteration 0F: 2 clusters Score -89242.89 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 616 members 
Entering Unmasked Estep 
Score: -87097.898438 Penalty: 3546.748047
	Iteration 0F: 3 clusters Score -87097.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -87466.984375 Penalty: 3546.748047
	Iteration 1F: 3 clusters Score -87466.98 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -87578.375000 Penalty: 3546.748047
	Iteration 2F: 3 clusters Score -87578.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -87631.250000 Penalty: 3546.748047
	Iteration 3Q: 3 clusters Score -87631.25 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -87691.984375 Penalty: 3546.748047
	Iteration 4Q: 3 clusters Score -87691.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -87729.187500 Penalty: 3546.748047
	Iteration 5Q: 3 clusters Score -87729.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -87765.851562 Penalty: 3546.748047
	Iteration 6Q: 3 clusters Score -87765.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -87795.562500 Penalty: 3546.748047
	Iteration 7Q: 3 clusters Score -87795.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -87841.500000 Penalty: 3546.748047
	Iteration 8Q: 3 clusters Score -87841.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -87875.929688 Penalty: 3546.748047
	Iteration 9Q: 3 clusters Score -87875.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -87913.320312 Penalty: 3546.748047
	Iteration 10Q: 3 clusters Score -87913.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -87965.304688 Penalty: 3546.748047
	Iteration 11Q: 3 clusters Score -87965.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -88008.312500 Penalty: 3546.748047
	Iteration 12Q: 3 clusters Score -88008.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -88042.914062 Penalty: 3546.748047
	Iteration 13Q: 3 clusters Score -88042.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -88072.375000 Penalty: 3546.748047
	Iteration 14Q: 3 clusters Score -88072.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88097.085938 Penalty: 3546.748047
	Iteration 15Q: 3 clusters Score -88097.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -88107.890625 Penalty: 3546.748047
	Iteration 16Q: 3 clusters Score -88107.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -88117.390625 Penalty: 3546.748047
	Iteration 17Q: 3 clusters Score -88117.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -88129.742188 Penalty: 3546.748047
	Iteration 18Q: 3 clusters Score -88129.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -88136.031250 Penalty: 3546.748047
	Iteration 19Q: 3 clusters Score -88136.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -88136.695312 Penalty: 3546.748047
	Iteration 20F: 3 clusters Score -88136.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Entering Unmasked Estep 
Score: -2135746.000000 Penalty: 2544.281982
	Iteration 0F: 2 clusters Score -2135746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2116137.000000 Penalty: 5088.563965
	Iteration 0F: 3 clusters Score -2116137 nChanged 12864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2123717.250000 Penalty: 5088.563965
	Iteration 1F: 3 clusters Score -2123717 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2124821.250000 Penalty: 5088.563965
	Iteration 2F: 3 clusters Score -2124821 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2126252.250000 Penalty: 5088.563965
	Iteration 3F: 3 clusters Score -2126252 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2127862.500000 Penalty: 5088.563965
	Iteration 4F: 3 clusters Score -2127862 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2129317.000000 Penalty: 5088.563965
	Iteration 5F: 3 clusters Score -2129317 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2130387.500000 Penalty: 5088.563965
	Iteration 6F: 3 clusters Score -2130388 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2131040.250000 Penalty: 5088.563965
	Iteration 7Q: 3 clusters Score -2131040 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2131478.000000 Penalty: 5088.563965
	Iteration 8Q: 3 clusters Score -2131478 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2131785.250000 Penalty: 5088.563965
	Iteration 9Q: 3 clusters Score -2131785 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2131992.000000 Penalty: 5088.563965
	Iteration 10Q: 3 clusters Score -2131992 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2132143.250000 Penalty: 5088.563965
	Iteration 11Q: 3 clusters Score -2132143 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2132242.000000 Penalty: 5088.563965
	Iteration 12Q: 3 clusters Score -2132242 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2132335.500000 Penalty: 5088.563965
	Iteration 13Q: 3 clusters Score -2132336 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2132409.000000 Penalty: 5088.563965
	Iteration 14Q: 3 clusters Score -2132409 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2132487.750000 Penalty: 5088.563965
	Iteration 15Q: 3 clusters Score -2132488 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2132581.750000 Penalty: 5088.563965
	Iteration 16Q: 3 clusters Score -2132582 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2132676.000000 Penalty: 5088.563965
	Iteration 17Q: 3 clusters Score -2132676 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2132811.000000 Penalty: 5088.563965
	Iteration 18Q: 3 clusters Score -2132811 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2132993.000000 Penalty: 5088.563965
	Iteration 19Q: 3 clusters Score -2132993 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2133213.000000 Penalty: 5088.563965
	Iteration 20F: 3 clusters Score -2133213 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2133470.000000 Penalty: 5088.563965
	Iteration 21Q: 3 clusters Score -2133470 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2133681.750000 Penalty: 5088.563965
	Iteration 22Q: 3 clusters Score -2133682 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2133858.500000 Penalty: 5088.563965
	Iteration 23Q: 3 clusters Score -2133858 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2133981.250000 Penalty: 5088.563965
	Iteration 24Q: 3 clusters Score -2133981 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2134070.250000 Penalty: 5088.563965
	Iteration 25Q: 3 clusters Score -2134070 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2134142.500000 Penalty: 5088.563965
	Iteration 26Q: 3 clusters Score -2134142 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2134205.250000 Penalty: 5088.563965
	Iteration 27Q: 3 clusters Score -2134205 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2134256.000000 Penalty: 5088.563965
	Iteration 28Q: 3 clusters Score -2134256 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2134290.750000 Penalty: 5088.563965
	Iteration 29Q: 3 clusters Score -2134291 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2134304.750000 Penalty: 5088.563965
	Iteration 30Q: 3 clusters Score -2134305 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2134319.000000 Penalty: 5088.563965
	Iteration 31Q: 3 clusters Score -2134319 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2134327.000000 Penalty: 5088.563965
	Iteration 32Q: 3 clusters Score -2134327 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2134332.500000 Penalty: 5088.563965
	Iteration 33Q: 3 clusters Score -2134332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2134336.000000 Penalty: 5088.563965
	Iteration 34Q: 3 clusters Score -2134336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2134335.750000 Penalty: 5088.563965
	Iteration 35Q: 3 clusters Score -2134336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2134337.250000 Penalty: 5088.563965
	Iteration 36Q: 3 clusters Score -2134337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2134339.250000 Penalty: 5088.563965
	Iteration 37Q: 3 clusters Score -2134339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2134338.250000 Penalty: 5088.563965
	Iteration 38Q: 3 clusters Score -2134338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2134339.500000 Penalty: 5088.563965
	Iteration 39Q: 3 clusters Score -2134340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2134343.250000 Penalty: 5088.563965
	Iteration 40F: 3 clusters Score -2134343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2134342.750000 Penalty: 5088.563965
	Iteration 41Q: 3 clusters Score -2134343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2134346.250000 Penalty: 5088.563965
	Iteration 42Q: 3 clusters Score -2134346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2134343.750000 Penalty: 5088.563965
	Iteration 43Q: 3 clusters Score -2134344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2134343.000000 Penalty: 5088.563965
	Iteration 44Q: 3 clusters Score -2134343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2134342.000000 Penalty: 5088.563965
	Iteration 45Q: 3 clusters Score -2134342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2134341.250000 Penalty: 5088.563965
	Iteration 46Q: 3 clusters Score -2134341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2134340.000000 Penalty: 5088.563965
	Iteration 47Q: 3 clusters Score -2134340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2134339.750000 Penalty: 5088.563965
	Iteration 48Q: 3 clusters Score -2134340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2134341.000000 Penalty: 5088.563965
	Iteration 49Q: 3 clusters Score -2134341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2134343.250000 Penalty: 5088.563965
	Iteration 50Q: 3 clusters Score -2134343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2134343.250000 Penalty: 5088.563965
	Iteration 51F: 3 clusters Score -2134343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Entering Unmasked Estep 
Score: -356786.343750 Penalty: 2104.556641
	Iteration 0F: 2 clusters Score -356786.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -352377.093750 Penalty: 4209.113281
	Iteration 0F: 3 clusters Score -352377.1 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -353482.687500 Penalty: 4209.113281
	Iteration 1F: 3 clusters Score -353482.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -353682.781250 Penalty: 4209.113281
	Iteration 2F: 3 clusters Score -353682.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -353802.750000 Penalty: 4209.113281
	Iteration 3Q: 3 clusters Score -353802.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -353901.468750 Penalty: 4209.113281
	Iteration 4Q: 3 clusters Score -353901.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -353984.312500 Penalty: 4209.113281
	Iteration 5Q: 3 clusters Score -353984.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -354054.125000 Penalty: 4209.113281
	Iteration 6Q: 3 clusters Score -354054.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -354113.218750 Penalty: 4209.113281
	Iteration 7Q: 3 clusters Score -354113.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -354168.968750 Penalty: 4209.113281
	Iteration 8Q: 3 clusters Score -354169 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -354224.593750 Penalty: 4209.113281
	Iteration 9Q: 3 clusters Score -354224.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -354287.343750 Penalty: 4209.113281
	Iteration 10Q: 3 clusters Score -354287.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -354349.781250 Penalty: 4209.113281
	Iteration 11Q: 3 clusters Score -354349.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -354400.937500 Penalty: 4209.113281
	Iteration 12Q: 3 clusters Score -354400.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -354444.718750 Penalty: 4209.113281
	Iteration 13Q: 3 clusters Score -354444.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -354490.281250 Penalty: 4209.113281
	Iteration 14Q: 3 clusters Score -354490.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -354547.468750 Penalty: 4209.113281
	Iteration 15Q: 3 clusters Score -354547.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -354602.781250 Penalty: 4209.113281
	Iteration 16Q: 3 clusters Score -354602.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -354654.156250 Penalty: 4209.113281
	Iteration 17Q: 3 clusters Score -354654.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -354702.187500 Penalty: 4209.113281
	Iteration 18Q: 3 clusters Score -354702.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -354747.343750 Penalty: 4209.113281
	Iteration 19Q: 3 clusters Score -354747.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -354789.468750 Penalty: 4209.113281
	Iteration 20F: 3 clusters Score -354789.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -354839.562500 Penalty: 4209.113281
	Iteration 21Q: 3 clusters Score -354839.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -354877.968750 Penalty: 4209.113281
	Iteration 22Q: 3 clusters Score -354878 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -354929.281250 Penalty: 4209.113281
	Iteration 23Q: 3 clusters Score -354929.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -354979.812500 Penalty: 4209.113281
	Iteration 24Q: 3 clusters Score -354979.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -355024.968750 Penalty: 4209.113281
	Iteration 25Q: 3 clusters Score -355025 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -355065.406250 Penalty: 4209.113281
	Iteration 26Q: 3 clusters Score -355065.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -355087.687500 Penalty: 4209.113281
	Iteration 27Q: 3 clusters Score -355087.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -355113.968750 Penalty: 4209.113281
	Iteration 28Q: 3 clusters Score -355114 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -355136.312500 Penalty: 4209.113281
	Iteration 29Q: 3 clusters Score -355136.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -355155.093750 Penalty: 4209.113281
	Iteration 30Q: 3 clusters Score -355155.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -355176.375000 Penalty: 4209.113281
	Iteration 31Q: 3 clusters Score -355176.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -355206.031250 Penalty: 4209.113281
	Iteration 32Q: 3 clusters Score -355206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -355236.718750 Penalty: 4209.113281
	Iteration 33Q: 3 clusters Score -355236.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -355258.093750 Penalty: 4209.113281
	Iteration 34Q: 3 clusters Score -355258.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -355275.375000 Penalty: 4209.113281
	Iteration 35Q: 3 clusters Score -355275.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -355294.656250 Penalty: 4209.113281
	Iteration 36Q: 3 clusters Score -355294.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -355317.375000 Penalty: 4209.113281
	Iteration 37Q: 3 clusters Score -355317.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -355336.593750 Penalty: 4209.113281
	Iteration 38Q: 3 clusters Score -355336.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -355348.593750 Penalty: 4209.113281
	Iteration 39Q: 3 clusters Score -355348.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -355360.500000 Penalty: 4209.113281
	Iteration 40F: 3 clusters Score -355360.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -355369.093750 Penalty: 4209.113281
	Iteration 41Q: 3 clusters Score -355369.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -355374.187500 Penalty: 4209.113281
	Iteration 42Q: 3 clusters Score -355374.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -355378.687500 Penalty: 4209.113281
	Iteration 43Q: 3 clusters Score -355378.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -355384.593750 Penalty: 4209.113281
	Iteration 44Q: 3 clusters Score -355384.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -355390.750000 Penalty: 4209.113281
	Iteration 45Q: 3 clusters Score -355390.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -355394.250000 Penalty: 4209.113281
	Iteration 46Q: 3 clusters Score -355394.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -355398.812500 Penalty: 4209.113281
	Iteration 47Q: 3 clusters Score -355398.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -355401.750000 Penalty: 4209.113281
	Iteration 48Q: 3 clusters Score -355401.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -355404.500000 Penalty: 4209.113281
	Iteration 49Q: 3 clusters Score -355404.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -355407.531250 Penalty: 4209.113281
	Iteration 50Q: 3 clusters Score -355407.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -355413.062500 Penalty: 4209.113281
	Iteration 51Q: 3 clusters Score -355413.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -355415.968750 Penalty: 4209.113281
	Iteration 52Q: 3 clusters Score -355416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -355422.468750 Penalty: 4209.113281
	Iteration 53Q: 3 clusters Score -355422.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -355425.218750 Penalty: 4209.113281
	Iteration 54Q: 3 clusters Score -355425.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -355429.031250 Penalty: 4209.113281
	Iteration 55Q: 3 clusters Score -355429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -355432.250000 Penalty: 4209.113281
	Iteration 56Q: 3 clusters Score -355432.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -355435.093750 Penalty: 4209.113281
	Iteration 57Q: 3 clusters Score -355435.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -355439.437500 Penalty: 4209.113281
	Iteration 58Q: 3 clusters Score -355439.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -355447.687500 Penalty: 4209.113281
	Iteration 59Q: 3 clusters Score -355447.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -355453.562500 Penalty: 4209.113281
	Iteration 60F: 3 clusters Score -355453.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -355456.750000 Penalty: 4209.113281
	Iteration 61Q: 3 clusters Score -355456.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -355459.187500 Penalty: 4209.113281
	Iteration 62Q: 3 clusters Score -355459.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -355460.031250 Penalty: 4209.113281
	Iteration 63Q: 3 clusters Score -355460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -355461.687500 Penalty: 4209.113281
	Iteration 64Q: 3 clusters Score -355461.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -355462.500000 Penalty: 4209.113281
	Iteration 65Q: 3 clusters Score -355462.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -355462.562500 Penalty: 4209.113281
	Iteration 66Q: 3 clusters Score -355462.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -355462.281250 Penalty: 4209.113281
	Iteration 67Q: 3 clusters Score -355462.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -355463.031250 Penalty: 4209.113281
	Iteration 68Q: 3 clusters Score -355463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -355463.093750 Penalty: 4209.113281
	Iteration 69Q: 3 clusters Score -355463.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -355463.468750 Penalty: 4209.113281
	Iteration 70Q: 3 clusters Score -355463.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -355463.468750 Penalty: 4209.113281
	Iteration 71F: 3 clusters Score -355463.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Entering Unmasked Estep 
Score: -355902.656250 Penalty: 2110.771484
	Iteration 0F: 2 clusters Score -355902.7 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 2502 members 
Entering Unmasked Estep 
Score: -351378.531250 Penalty: 4221.542969
	Iteration 0F: 3 clusters Score -351378.5 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -352648.437500 Penalty: 4221.542969
	Iteration 1F: 3 clusters Score -352648.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -353023.531250 Penalty: 4221.542969
	Iteration 2F: 3 clusters Score -353023.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -353256.437500 Penalty: 4221.542969
	Iteration 3F: 3 clusters Score -353256.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -353436.343750 Penalty: 4221.542969
	Iteration 4Q: 3 clusters Score -353436.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -353595.343750 Penalty: 4221.542969
	Iteration 5Q: 3 clusters Score -353595.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -353720.031250 Penalty: 4221.542969
	Iteration 6Q: 3 clusters Score -353720 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -353839.156250 Penalty: 4221.542969
	Iteration 7Q: 3 clusters Score -353839.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -353961.093750 Penalty: 4221.542969
	Iteration 8Q: 3 clusters Score -353961.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -354070.531250 Penalty: 4221.542969
	Iteration 9Q: 3 clusters Score -354070.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -354194.812500 Penalty: 4221.542969
	Iteration 10Q: 3 clusters Score -354194.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -354308.062500 Penalty: 4221.542969
	Iteration 11Q: 3 clusters Score -354308.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -354403.812500 Penalty: 4221.542969
	Iteration 12Q: 3 clusters Score -354403.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -354471.406250 Penalty: 4221.542969
	Iteration 13Q: 3 clusters Score -354471.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -354520.875000 Penalty: 4221.542969
	Iteration 14Q: 3 clusters Score -354520.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -354559.281250 Penalty: 4221.542969
	Iteration 15Q: 3 clusters Score -354559.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -354594.843750 Penalty: 4221.542969
	Iteration 16Q: 3 clusters Score -354594.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -354621.437500 Penalty: 4221.542969
	Iteration 17Q: 3 clusters Score -354621.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -354638.500000 Penalty: 4221.542969
	Iteration 18Q: 3 clusters Score -354638.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -354652.500000 Penalty: 4221.542969
	Iteration 19Q: 3 clusters Score -354652.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -354664.593750 Penalty: 4221.542969
	Iteration 20F: 3 clusters Score -354664.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -354675.156250 Penalty: 4221.542969
	Iteration 21Q: 3 clusters Score -354675.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -354689.125000 Penalty: 4221.542969
	Iteration 22Q: 3 clusters Score -354689.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -354700.718750 Penalty: 4221.542969
	Iteration 23Q: 3 clusters Score -354700.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -354715.312500 Penalty: 4221.542969
	Iteration 24Q: 3 clusters Score -354715.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -354727.343750 Penalty: 4221.542969
	Iteration 25Q: 3 clusters Score -354727.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -354734.781250 Penalty: 4221.542969
	Iteration 26Q: 3 clusters Score -354734.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -354739.031250 Penalty: 4221.542969
	Iteration 27Q: 3 clusters Score -354739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -354742.093750 Penalty: 4221.542969
	Iteration 28Q: 3 clusters Score -354742.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -354743.312500 Penalty: 4221.542969
	Iteration 29Q: 3 clusters Score -354743.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -354743.718750 Penalty: 4221.542969
	Iteration 30Q: 3 clusters Score -354743.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -354745.375000 Penalty: 4221.542969
	Iteration 31Q: 3 clusters Score -354745.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -354745.437500 Penalty: 4221.542969
	Iteration 32Q: 3 clusters Score -354745.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -354745.531250 Penalty: 4221.542969
	Iteration 33Q: 3 clusters Score -354745.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -354745.531250 Penalty: 4221.542969
	Iteration 34F: 3 clusters Score -354745.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Entering Unmasked Estep 
Score: -1199207.500000 Penalty: 2432.703125
	Iteration 0F: 2 clusters Score -1199208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1186243.375000 Penalty: 4865.406250
	Iteration 0F: 3 clusters Score -1186243 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1190859.125000 Penalty: 4865.406250
	Iteration 1F: 3 clusters Score -1190859 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1191395.500000 Penalty: 4865.406250
	Iteration 2F: 3 clusters Score -1191396 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1191923.125000 Penalty: 4865.406250
	Iteration 3F: 3 clusters Score -1191923 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1192456.500000 Penalty: 4865.406250
	Iteration 4F: 3 clusters Score -1192456 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1192919.500000 Penalty: 4865.406250
	Iteration 5Q: 3 clusters Score -1192920 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1193409.375000 Penalty: 4865.406250
	Iteration 6Q: 3 clusters Score -1193409 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1193889.125000 Penalty: 4865.406250
	Iteration 7Q: 3 clusters Score -1193889 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1194293.625000 Penalty: 4865.406250
	Iteration 8Q: 3 clusters Score -1194294 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1194626.000000 Penalty: 4865.406250
	Iteration 9Q: 3 clusters Score -1194626 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1194929.000000 Penalty: 4865.406250
	Iteration 10Q: 3 clusters Score -1194929 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1195178.375000 Penalty: 4865.406250
	Iteration 11Q: 3 clusters Score -1195178 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1195380.375000 Penalty: 4865.406250
	Iteration 12Q: 3 clusters Score -1195380 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1195537.125000 Penalty: 4865.406250
	Iteration 13Q: 3 clusters Score -1195537 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1195681.000000 Penalty: 4865.406250
	Iteration 14Q: 3 clusters Score -1195681 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1195778.875000 Penalty: 4865.406250
	Iteration 15Q: 3 clusters Score -1195779 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1195866.625000 Penalty: 4865.406250
	Iteration 16Q: 3 clusters Score -1195867 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1195940.500000 Penalty: 4865.406250
	Iteration 17Q: 3 clusters Score -1195940 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1196000.000000 Penalty: 4865.406250
	Iteration 18Q: 3 clusters Score -1196000 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1196054.375000 Penalty: 4865.406250
	Iteration 19Q: 3 clusters Score -1196054 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1196094.250000 Penalty: 4865.406250
	Iteration 20F: 3 clusters Score -1196094 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1196131.125000 Penalty: 4865.406250
	Iteration 21Q: 3 clusters Score -1196131 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1196168.750000 Penalty: 4865.406250
	Iteration 22Q: 3 clusters Score -1196169 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1196193.000000 Penalty: 4865.406250
	Iteration 23Q: 3 clusters Score -1196193 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1196221.750000 Penalty: 4865.406250
	Iteration 24Q: 3 clusters Score -1196222 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1196239.375000 Penalty: 4865.406250
	Iteration 25Q: 3 clusters Score -1196239 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1196253.125000 Penalty: 4865.406250
	Iteration 26Q: 3 clusters Score -1196253 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1196267.625000 Penalty: 4865.406250
	Iteration 27Q: 3 clusters Score -1196268 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1196280.875000 Penalty: 4865.406250
	Iteration 28Q: 3 clusters Score -1196281 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1196288.625000 Penalty: 4865.406250
	Iteration 29Q: 3 clusters Score -1196289 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1196300.625000 Penalty: 4865.406250
	Iteration 30Q: 3 clusters Score -1196301 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1196300.250000 Penalty: 4865.406250
	Iteration 31Q: 3 clusters Score -1196300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1196306.500000 Penalty: 4865.406250
	Iteration 32Q: 3 clusters Score -1196306 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1196313.750000 Penalty: 4865.406250
	Iteration 33Q: 3 clusters Score -1196314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1196318.625000 Penalty: 4865.406250
	Iteration 34Q: 3 clusters Score -1196319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1196323.125000 Penalty: 4865.406250
	Iteration 35Q: 3 clusters Score -1196323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1196322.250000 Penalty: 4865.406250
	Iteration 36Q: 3 clusters Score -1196322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1196329.000000 Penalty: 4865.406250
	Iteration 37Q: 3 clusters Score -1196329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1196330.250000 Penalty: 4865.406250
	Iteration 38Q: 3 clusters Score -1196330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1196331.625000 Penalty: 4865.406250
	Iteration 39Q: 3 clusters Score -1196332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1196335.750000 Penalty: 4865.406250
	Iteration 40F: 3 clusters Score -1196336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1196338.625000 Penalty: 4865.406250
	Iteration 41Q: 3 clusters Score -1196339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1196338.875000 Penalty: 4865.406250
	Iteration 42Q: 3 clusters Score -1196339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1196338.875000 Penalty: 4865.406250
	Iteration 43Q: 3 clusters Score -1196339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1196340.875000 Penalty: 4865.406250
	Iteration 44Q: 3 clusters Score -1196341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1196342.625000 Penalty: 4865.406250
	Iteration 45Q: 3 clusters Score -1196343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1196341.750000 Penalty: 4865.406250
	Iteration 46Q: 3 clusters Score -1196342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1196345.125000 Penalty: 4865.406250
	Iteration 47Q: 3 clusters Score -1196345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1196343.500000 Penalty: 4865.406250
	Iteration 48Q: 3 clusters Score -1196344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1196343.000000 Penalty: 4865.406250
	Iteration 49Q: 3 clusters Score -1196343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1196340.750000 Penalty: 4865.406250
	Iteration 50Q: 3 clusters Score -1196341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1196343.500000 Penalty: 4865.406250
	Iteration 51Q: 3 clusters Score -1196344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1196348.125000 Penalty: 4865.406250
	Iteration 52Q: 3 clusters Score -1196348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1196350.250000 Penalty: 4865.406250
	Iteration 53Q: 3 clusters Score -1196350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1196348.750000 Penalty: 4865.406250
	Iteration 54Q: 3 clusters Score -1196349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1196347.625000 Penalty: 4865.406250
	Iteration 55Q: 3 clusters Score -1196348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1196347.250000 Penalty: 4865.406250
	Iteration 56Q: 3 clusters Score -1196347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1196345.875000 Penalty: 4865.406250
	Iteration 57Q: 3 clusters Score -1196346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1196347.625000 Penalty: 4865.406250
	Iteration 58Q: 3 clusters Score -1196348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1196349.500000 Penalty: 4865.406250
	Iteration 59Q: 3 clusters Score -1196350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1196351.250000 Penalty: 4865.406250
	Iteration 60F: 3 clusters Score -1196351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1196350.500000 Penalty: 4865.406250
	Iteration 61Q: 3 clusters Score -1196350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1196349.875000 Penalty: 4865.406250
	Iteration 62Q: 3 clusters Score -1196350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1196351.625000 Penalty: 4865.406250
	Iteration 63Q: 3 clusters Score -1196352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1196349.125000 Penalty: 4865.406250
	Iteration 64Q: 3 clusters Score -1196349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1196348.875000 Penalty: 4865.406250
	Iteration 65Q: 3 clusters Score -1196349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1196348.875000 Penalty: 4865.406250
	Iteration 66Q: 3 clusters Score -1196349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1196350.500000 Penalty: 4865.406250
	Iteration 67Q: 3 clusters Score -1196350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1196352.000000 Penalty: 4865.406250
	Iteration 68Q: 3 clusters Score -1196352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1196352.625000 Penalty: 4865.406250
	Iteration 69Q: 3 clusters Score -1196353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1196352.625000 Penalty: 4865.406250
	Iteration 70F: 3 clusters Score -1196353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Entering Unmasked Estep 
Score: -1025448.562500 Penalty: 2365.974365
	Iteration 0F: 2 clusters Score -1025449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1015322.250000 Penalty: 4731.948730
	Iteration 0F: 3 clusters Score -1015322 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1018548.437500 Penalty: 4731.948730
	Iteration 1F: 3 clusters Score -1018548 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1019008.687500 Penalty: 4731.948730
	Iteration 2F: 3 clusters Score -1019009 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1019416.750000 Penalty: 4731.948730
	Iteration 3F: 3 clusters Score -1019417 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1019949.000000 Penalty: 4731.948730
	Iteration 4F: 3 clusters Score -1019949 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1020623.625000 Penalty: 4731.948730
	Iteration 5F: 3 clusters Score -1020624 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1021519.250000 Penalty: 4731.948730
	Iteration 6F: 3 clusters Score -1021519 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1022522.687500 Penalty: 4731.948730
	Iteration 7F: 3 clusters Score -1022523 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1023388.812500 Penalty: 4731.948730
	Iteration 8F: 3 clusters Score -1023389 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1023923.562500 Penalty: 4731.948730
	Iteration 9Q: 3 clusters Score -1023924 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1024184.375000 Penalty: 4731.948730
	Iteration 10Q: 3 clusters Score -1024184 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1024310.187500 Penalty: 4731.948730
	Iteration 11Q: 3 clusters Score -1024310 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1024364.750000 Penalty: 4731.948730
	Iteration 12Q: 3 clusters Score -1024365 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1024400.562500 Penalty: 4731.948730
	Iteration 13Q: 3 clusters Score -1024401 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1024428.000000 Penalty: 4731.948730
	Iteration 14Q: 3 clusters Score -1024428 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1024448.687500 Penalty: 4731.948730
	Iteration 15Q: 3 clusters Score -1024449 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1024472.125000 Penalty: 4731.948730
	Iteration 16Q: 3 clusters Score -1024472 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1024491.875000 Penalty: 4731.948730
	Iteration 17Q: 3 clusters Score -1024492 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1024513.312500 Penalty: 4731.948730
	Iteration 18Q: 3 clusters Score -1024513 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1024536.312500 Penalty: 4731.948730
	Iteration 19Q: 3 clusters Score -1024536 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1024550.562500 Penalty: 4731.948730
	Iteration 20F: 3 clusters Score -1024551 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1024568.500000 Penalty: 4731.948730
	Iteration 21Q: 3 clusters Score -1024568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1024586.437500 Penalty: 4731.948730
	Iteration 22Q: 3 clusters Score -1024586 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1024614.125000 Penalty: 4731.948730
	Iteration 23Q: 3 clusters Score -1024614 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1024650.500000 Penalty: 4731.948730
	Iteration 24Q: 3 clusters Score -1024650 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1024701.562500 Penalty: 4731.948730
	Iteration 25Q: 3 clusters Score -1024702 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1024746.437500 Penalty: 4731.948730
	Iteration 26Q: 3 clusters Score -1024746 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1024797.250000 Penalty: 4731.948730
	Iteration 27Q: 3 clusters Score -1024797 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1024858.187500 Penalty: 4731.948730
	Iteration 28Q: 3 clusters Score -1024858 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1024909.500000 Penalty: 4731.948730
	Iteration 29Q: 3 clusters Score -1024910 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1024956.750000 Penalty: 4731.948730
	Iteration 30Q: 3 clusters Score -1024957 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1025004.812500 Penalty: 4731.948730
	Iteration 31Q: 3 clusters Score -1025005 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1025037.250000 Penalty: 4731.948730
	Iteration 32Q: 3 clusters Score -1025037 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1025071.062500 Penalty: 4731.948730
	Iteration 33Q: 3 clusters Score -1025071 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1025086.312500 Penalty: 4731.948730
	Iteration 34Q: 3 clusters Score -1025086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1025096.812500 Penalty: 4731.948730
	Iteration 35Q: 3 clusters Score -1025097 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1025099.875000 Penalty: 4731.948730
	Iteration 36Q: 3 clusters Score -1025100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1025099.187500 Penalty: 4731.948730
	Iteration 37Q: 3 clusters Score -1025099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1025100.312500 Penalty: 4731.948730
	Iteration 38Q: 3 clusters Score -1025100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1025102.437500 Penalty: 4731.948730
	Iteration 39Q: 3 clusters Score -1025102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1025102.437500 Penalty: 4731.948730
	Iteration 40F: 3 clusters Score -1025102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Entering Unmasked Estep 
Score: -742086.937500 Penalty: 2285.549561
	Iteration 0F: 2 clusters Score -742086.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -734340.375000 Penalty: 4571.099121
	Iteration 0F: 3 clusters Score -734340.4 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -736572.875000 Penalty: 4571.099121
	Iteration 1F: 3 clusters Score -736572.9 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -736926.312500 Penalty: 4571.099121
	Iteration 2F: 3 clusters Score -736926.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -737205.625000 Penalty: 4571.099121
	Iteration 3F: 3 clusters Score -737205.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -737457.812500 Penalty: 4571.099121
	Iteration 4Q: 3 clusters Score -737457.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -737710.250000 Penalty: 4571.099121
	Iteration 5Q: 3 clusters Score -737710.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -737966.000000 Penalty: 4571.099121
	Iteration 6Q: 3 clusters Score -737966 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -738228.562500 Penalty: 4571.099121
	Iteration 7Q: 3 clusters Score -738228.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -738499.375000 Penalty: 4571.099121
	Iteration 8Q: 3 clusters Score -738499.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -738776.750000 Penalty: 4571.099121
	Iteration 9Q: 3 clusters Score -738776.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -739048.687500 Penalty: 4571.099121
	Iteration 10Q: 3 clusters Score -739048.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -739329.437500 Penalty: 4571.099121
	Iteration 11Q: 3 clusters Score -739329.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -739570.125000 Penalty: 4571.099121
	Iteration 12Q: 3 clusters Score -739570.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -739743.250000 Penalty: 4571.099121
	Iteration 13Q: 3 clusters Score -739743.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -739858.625000 Penalty: 4571.099121
	Iteration 14Q: 3 clusters Score -739858.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -739926.187500 Penalty: 4571.099121
	Iteration 15Q: 3 clusters Score -739926.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -739975.312500 Penalty: 4571.099121
	Iteration 16Q: 3 clusters Score -739975.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -740008.937500 Penalty: 4571.099121
	Iteration 17Q: 3 clusters Score -740008.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -740033.437500 Penalty: 4571.099121
	Iteration 18Q: 3 clusters Score -740033.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -740063.250000 Penalty: 4571.099121
	Iteration 19Q: 3 clusters Score -740063.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -740082.187500 Penalty: 4571.099121
	Iteration 20F: 3 clusters Score -740082.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -740093.750000 Penalty: 4571.099121
	Iteration 21Q: 3 clusters Score -740093.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -740101.562500 Penalty: 4571.099121
	Iteration 22Q: 3 clusters Score -740101.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -740107.437500 Penalty: 4571.099121
	Iteration 23Q: 3 clusters Score -740107.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -740111.437500 Penalty: 4571.099121
	Iteration 24Q: 3 clusters Score -740111.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -740118.187500 Penalty: 4571.099121
	Iteration 25Q: 3 clusters Score -740118.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -740126.000000 Penalty: 4571.099121
	Iteration 26Q: 3 clusters Score -740126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -740132.437500 Penalty: 4571.099121
	Iteration 27Q: 3 clusters Score -740132.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -740141.250000 Penalty: 4571.099121
	Iteration 28Q: 3 clusters Score -740141.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -740149.125000 Penalty: 4571.099121
	Iteration 29Q: 3 clusters Score -740149.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -740160.000000 Penalty: 4571.099121
	Iteration 30Q: 3 clusters Score -740160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -740163.187500 Penalty: 4571.099121
	Iteration 31Q: 3 clusters Score -740163.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -740164.312500 Penalty: 4571.099121
	Iteration 32Q: 3 clusters Score -740164.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -740166.562500 Penalty: 4571.099121
	Iteration 33Q: 3 clusters Score -740166.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -740168.375000 Penalty: 4571.099121
	Iteration 34Q: 3 clusters Score -740168.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -740171.437500 Penalty: 4571.099121
	Iteration 35Q: 3 clusters Score -740171.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -740177.937500 Penalty: 4571.099121
	Iteration 36Q: 3 clusters Score -740177.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -740182.812500 Penalty: 4571.099121
	Iteration 37Q: 3 clusters Score -740182.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -740189.500000 Penalty: 4571.099121
	Iteration 38Q: 3 clusters Score -740189.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -740192.437500 Penalty: 4571.099121
	Iteration 39Q: 3 clusters Score -740192.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -740194.312500 Penalty: 4571.099121
	Iteration 40F: 3 clusters Score -740194.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -740194.437500 Penalty: 4571.099121
	Iteration 41Q: 3 clusters Score -740194.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -740196.125000 Penalty: 4571.099121
	Iteration 42Q: 3 clusters Score -740196.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -740197.000000 Penalty: 4571.099121
	Iteration 43Q: 3 clusters Score -740197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -740197.000000 Penalty: 4571.099121
	Iteration 44F: 3 clusters Score -740197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Entering Unmasked Estep 
Score: -99556.898438 Penalty: 1800.086304
	Iteration 0F: 2 clusters Score -99556.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -97300.101562 Penalty: 3600.172607
	Iteration 0F: 3 clusters Score -97300.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -97650.593750 Penalty: 3600.172607
	Iteration 1F: 3 clusters Score -97650.59 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -97743.460938 Penalty: 3600.172607
	Iteration 2F: 3 clusters Score -97743.46 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -97785.125000 Penalty: 3600.172607
	Iteration 3Q: 3 clusters Score -97785.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -97819.109375 Penalty: 3600.172607
	Iteration 4Q: 3 clusters Score -97819.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -97841.539062 Penalty: 3600.172607
	Iteration 5Q: 3 clusters Score -97841.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -97852.968750 Penalty: 3600.172607
	Iteration 6Q: 3 clusters Score -97852.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -97873.632812 Penalty: 3600.172607
	Iteration 7Q: 3 clusters Score -97873.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -97886.820312 Penalty: 3600.172607
	Iteration 8Q: 3 clusters Score -97886.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -97895.937500 Penalty: 3600.172607
	Iteration 9Q: 3 clusters Score -97895.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -97901.960938 Penalty: 3600.172607
	Iteration 10Q: 3 clusters Score -97901.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -97908.390625 Penalty: 3600.172607
	Iteration 11Q: 3 clusters Score -97908.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -97910.312500 Penalty: 3600.172607
	Iteration 12Q: 3 clusters Score -97910.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -97912.101562 Penalty: 3600.172607
	Iteration 13Q: 3 clusters Score -97912.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -97912.390625 Penalty: 3600.172607
	Iteration 14Q: 3 clusters Score -97912.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -97912.390625 Penalty: 3600.172607
	Iteration 15F: 3 clusters Score -97912.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Entering Unmasked Estep 
Score: -574186.812500 Penalty: 2239.176758
	Iteration 0F: 2 clusters Score -574186.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -567530.437500 Penalty: 4478.353516
	Iteration 0F: 3 clusters Score -567530.4 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -569359.125000 Penalty: 4478.353516
	Iteration 1F: 3 clusters Score -569359.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -569647.312500 Penalty: 4478.353516
	Iteration 2F: 3 clusters Score -569647.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -569867.375000 Penalty: 4478.353516
	Iteration 3F: 3 clusters Score -569867.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -570050.125000 Penalty: 4478.353516
	Iteration 4Q: 3 clusters Score -570050.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -570216.500000 Penalty: 4478.353516
	Iteration 5Q: 3 clusters Score -570216.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -570364.562500 Penalty: 4478.353516
	Iteration 6Q: 3 clusters Score -570364.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -570515.812500 Penalty: 4478.353516
	Iteration 7Q: 3 clusters Score -570515.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -570683.062500 Penalty: 4478.353516
	Iteration 8Q: 3 clusters Score -570683.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -570862.125000 Penalty: 4478.353516
	Iteration 9Q: 3 clusters Score -570862.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -571025.875000 Penalty: 4478.353516
	Iteration 10Q: 3 clusters Score -571025.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -571168.625000 Penalty: 4478.353516
	Iteration 11Q: 3 clusters Score -571168.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -571292.562500 Penalty: 4478.353516
	Iteration 12Q: 3 clusters Score -571292.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -571423.187500 Penalty: 4478.353516
	Iteration 13Q: 3 clusters Score -571423.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -571559.687500 Penalty: 4478.353516
	Iteration 14Q: 3 clusters Score -571559.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -571663.812500 Penalty: 4478.353516
	Iteration 15Q: 3 clusters Score -571663.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -571763.437500 Penalty: 4478.353516
	Iteration 16Q: 3 clusters Score -571763.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -571852.187500 Penalty: 4478.353516
	Iteration 17Q: 3 clusters Score -571852.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -571942.750000 Penalty: 4478.353516
	Iteration 18Q: 3 clusters Score -571942.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -572025.750000 Penalty: 4478.353516
	Iteration 19Q: 3 clusters Score -572025.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -572106.812500 Penalty: 4478.353516
	Iteration 20F: 3 clusters Score -572106.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -572183.375000 Penalty: 4478.353516
	Iteration 21Q: 3 clusters Score -572183.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -572257.375000 Penalty: 4478.353516
	Iteration 22Q: 3 clusters Score -572257.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -572330.937500 Penalty: 4478.353516
	Iteration 23Q: 3 clusters Score -572330.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -572388.562500 Penalty: 4478.353516
	Iteration 24Q: 3 clusters Score -572388.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -572436.687500 Penalty: 4478.353516
	Iteration 25Q: 3 clusters Score -572436.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -572481.812500 Penalty: 4478.353516
	Iteration 26Q: 3 clusters Score -572481.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -572524.187500 Penalty: 4478.353516
	Iteration 27Q: 3 clusters Score -572524.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -572565.125000 Penalty: 4478.353516
	Iteration 28Q: 3 clusters Score -572565.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -572605.562500 Penalty: 4478.353516
	Iteration 29Q: 3 clusters Score -572605.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -572650.437500 Penalty: 4478.353516
	Iteration 30Q: 3 clusters Score -572650.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -572711.687500 Penalty: 4478.353516
	Iteration 31Q: 3 clusters Score -572711.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -572760.750000 Penalty: 4478.353516
	Iteration 32Q: 3 clusters Score -572760.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -572810.562500 Penalty: 4478.353516
	Iteration 33Q: 3 clusters Score -572810.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -572860.625000 Penalty: 4478.353516
	Iteration 34Q: 3 clusters Score -572860.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -572914.375000 Penalty: 4478.353516
	Iteration 35Q: 3 clusters Score -572914.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -572962.812500 Penalty: 4478.353516
	Iteration 36Q: 3 clusters Score -572962.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -573008.000000 Penalty: 4478.353516
	Iteration 37Q: 3 clusters Score -573008 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -573048.500000 Penalty: 4478.353516
	Iteration 38Q: 3 clusters Score -573048.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -573080.250000 Penalty: 4478.353516
	Iteration 39Q: 3 clusters Score -573080.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -573104.437500 Penalty: 4478.353516
	Iteration 40F: 3 clusters Score -573104.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -573123.125000 Penalty: 4478.353516
	Iteration 41Q: 3 clusters Score -573123.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -573139.937500 Penalty: 4478.353516
	Iteration 42Q: 3 clusters Score -573139.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -573151.937500 Penalty: 4478.353516
	Iteration 43Q: 3 clusters Score -573151.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -573161.125000 Penalty: 4478.353516
	Iteration 44Q: 3 clusters Score -573161.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -573165.687500 Penalty: 4478.353516
	Iteration 45Q: 3 clusters Score -573165.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -573170.187500 Penalty: 4478.353516
	Iteration 46Q: 3 clusters Score -573170.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -573171.750000 Penalty: 4478.353516
	Iteration 47Q: 3 clusters Score -573171.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -573174.312500 Penalty: 4478.353516
	Iteration 48Q: 3 clusters Score -573174.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -573177.875000 Penalty: 4478.353516
	Iteration 49Q: 3 clusters Score -573177.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -573178.312500 Penalty: 4478.353516
	Iteration 50Q: 3 clusters Score -573178.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -573179.562500 Penalty: 4478.353516
	Iteration 51Q: 3 clusters Score -573179.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -573178.437500 Penalty: 4478.353516
	Iteration 52Q: 3 clusters Score -573178.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -573180.312500 Penalty: 4478.353516
	Iteration 53Q: 3 clusters Score -573180.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -573180.312500 Penalty: 4478.353516
	Iteration 54F: 3 clusters Score -573180.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -44308.914062 Penalty: 1610.825806
	Iteration 0F: 2 clusters Score -44308.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -42678.921875 Penalty: 3221.651611
	Iteration 0F: 3 clusters Score -42678.92 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -42873.906250 Penalty: 3221.651611
	Iteration 1F: 3 clusters Score -42873.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -42936.628906 Penalty: 3221.651611
	Iteration 2Q: 3 clusters Score -42936.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -42961.125000 Penalty: 3221.651611
	Iteration 3Q: 3 clusters Score -42961.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -42986.429688 Penalty: 3221.651611
	Iteration 4Q: 3 clusters Score -42986.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -42991.324219 Penalty: 3221.651611
	Iteration 5Q: 3 clusters Score -42991.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -42993.855469 Penalty: 3221.651611
	Iteration 6Q: 3 clusters Score -42993.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -42993.855469 Penalty: 3221.651611
	Iteration 7F: 3 clusters Score -42993.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Entering Unmasked Estep 
Score: -373211.812500 Penalty: 2111.916504
	Iteration 0F: 2 clusters Score -373211.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -368749.062500 Penalty: 4223.833008
	Iteration 0F: 3 clusters Score -368749.1 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -369707.343750 Penalty: 4223.833008
	Iteration 1F: 3 clusters Score -369707.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -369918.281250 Penalty: 4223.833008
	Iteration 2F: 3 clusters Score -369918.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -370066.843750 Penalty: 4223.833008
	Iteration 3F: 3 clusters Score -370066.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -370171.406250 Penalty: 4223.833008
	Iteration 4Q: 3 clusters Score -370171.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -370269.375000 Penalty: 4223.833008
	Iteration 5Q: 3 clusters Score -370269.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -370361.718750 Penalty: 4223.833008
	Iteration 6Q: 3 clusters Score -370361.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -370457.468750 Penalty: 4223.833008
	Iteration 7Q: 3 clusters Score -370457.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -370547.718750 Penalty: 4223.833008
	Iteration 8Q: 3 clusters Score -370547.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -370640.281250 Penalty: 4223.833008
	Iteration 9Q: 3 clusters Score -370640.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -370730.000000 Penalty: 4223.833008
	Iteration 10Q: 3 clusters Score -370730 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -370829.437500 Penalty: 4223.833008
	Iteration 11Q: 3 clusters Score -370829.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -370919.500000 Penalty: 4223.833008
	Iteration 12Q: 3 clusters Score -370919.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -370999.562500 Penalty: 4223.833008
	Iteration 13Q: 3 clusters Score -370999.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -371059.562500 Penalty: 4223.833008
	Iteration 14Q: 3 clusters Score -371059.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -371126.062500 Penalty: 4223.833008
	Iteration 15Q: 3 clusters Score -371126.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -371189.656250 Penalty: 4223.833008
	Iteration 16Q: 3 clusters Score -371189.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -371243.968750 Penalty: 4223.833008
	Iteration 17Q: 3 clusters Score -371244 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -371291.531250 Penalty: 4223.833008
	Iteration 18Q: 3 clusters Score -371291.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -371332.531250 Penalty: 4223.833008
	Iteration 19Q: 3 clusters Score -371332.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -371359.625000 Penalty: 4223.833008
	Iteration 20F: 3 clusters Score -371359.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -371380.812500 Penalty: 4223.833008
	Iteration 21Q: 3 clusters Score -371380.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -371396.656250 Penalty: 4223.833008
	Iteration 22Q: 3 clusters Score -371396.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -371406.000000 Penalty: 4223.833008
	Iteration 23Q: 3 clusters Score -371406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -371409.781250 Penalty: 4223.833008
	Iteration 24Q: 3 clusters Score -371409.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -371412.812500 Penalty: 4223.833008
	Iteration 25Q: 3 clusters Score -371412.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -371415.281250 Penalty: 4223.833008
	Iteration 26Q: 3 clusters Score -371415.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -371418.187500 Penalty: 4223.833008
	Iteration 27Q: 3 clusters Score -371418.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -371419.593750 Penalty: 4223.833008
	Iteration 28Q: 3 clusters Score -371419.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -371425.500000 Penalty: 4223.833008
	Iteration 29Q: 3 clusters Score -371425.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -371433.218750 Penalty: 4223.833008
	Iteration 30Q: 3 clusters Score -371433.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -371439.875000 Penalty: 4223.833008
	Iteration 31Q: 3 clusters Score -371439.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -371442.593750 Penalty: 4223.833008
	Iteration 32Q: 3 clusters Score -371442.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -371442.718750 Penalty: 4223.833008
	Iteration 33Q: 3 clusters Score -371442.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -371442.718750 Penalty: 4223.833008
	Iteration 34F: 3 clusters Score -371442.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Entering Unmasked Estep 
Score: -958445.375000 Penalty: 2347.968506
	Iteration 0F: 2 clusters Score -958445.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -948789.375000 Penalty: 4695.937012
	Iteration 0F: 3 clusters Score -948789.4 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -951627.187500 Penalty: 4695.937012
	Iteration 1F: 3 clusters Score -951627.2 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -952000.750000 Penalty: 4695.937012
	Iteration 2F: 3 clusters Score -952000.8 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -952331.750000 Penalty: 4695.937012
	Iteration 3F: 3 clusters Score -952331.8 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -952633.562500 Penalty: 4695.937012
	Iteration 4Q: 3 clusters Score -952633.6 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -952916.375000 Penalty: 4695.937012
	Iteration 5Q: 3 clusters Score -952916.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -953209.937500 Penalty: 4695.937012
	Iteration 6Q: 3 clusters Score -953209.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -953524.187500 Penalty: 4695.937012
	Iteration 7Q: 3 clusters Score -953524.2 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -953881.000000 Penalty: 4695.937012
	Iteration 8Q: 3 clusters Score -953881 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -954281.812500 Penalty: 4695.937012
	Iteration 9Q: 3 clusters Score -954281.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -954701.937500 Penalty: 4695.937012
	Iteration 10Q: 3 clusters Score -954701.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -955140.562500 Penalty: 4695.937012
	Iteration 11Q: 3 clusters Score -955140.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -955505.937500 Penalty: 4695.937012
	Iteration 12Q: 3 clusters Score -955505.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -955797.812500 Penalty: 4695.937012
	Iteration 13Q: 3 clusters Score -955797.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -955992.500000 Penalty: 4695.937012
	Iteration 14Q: 3 clusters Score -955992.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -956124.937500 Penalty: 4695.937012
	Iteration 15Q: 3 clusters Score -956124.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -956214.750000 Penalty: 4695.937012
	Iteration 16Q: 3 clusters Score -956214.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -956273.875000 Penalty: 4695.937012
	Iteration 17Q: 3 clusters Score -956273.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -956322.875000 Penalty: 4695.937012
	Iteration 18Q: 3 clusters Score -956322.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -956348.562500 Penalty: 4695.937012
	Iteration 19Q: 3 clusters Score -956348.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -956373.000000 Penalty: 4695.937012
	Iteration 20F: 3 clusters Score -956373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -956383.312500 Penalty: 4695.937012
	Iteration 21Q: 3 clusters Score -956383.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -956391.125000 Penalty: 4695.937012
	Iteration 22Q: 3 clusters Score -956391.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -956395.187500 Penalty: 4695.937012
	Iteration 23Q: 3 clusters Score -956395.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -956396.562500 Penalty: 4695.937012
	Iteration 24Q: 3 clusters Score -956396.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -956397.625000 Penalty: 4695.937012
	Iteration 25Q: 3 clusters Score -956397.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -956398.937500 Penalty: 4695.937012
	Iteration 26Q: 3 clusters Score -956398.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -956400.500000 Penalty: 4695.937012
	Iteration 27Q: 3 clusters Score -956400.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -956401.562500 Penalty: 4695.937012
	Iteration 28Q: 3 clusters Score -956401.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -956401.562500 Penalty: 4695.937012
	Iteration 29F: 3 clusters Score -956401.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -38260.312500 Penalty: 1620.379639
	Iteration 0F: 2 clusters Score -38260.31 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 357 members 
Entering Unmasked Estep 
Score: -36626.398438 Penalty: 3240.759277
	Iteration 0F: 3 clusters Score -36626.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -36906.980469 Penalty: 3240.759277
	Iteration 1F: 3 clusters Score -36906.98 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -37014.640625 Penalty: 3240.759277
	Iteration 2F: 3 clusters Score -37014.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -37063.023438 Penalty: 3240.759277
	Iteration 3Q: 3 clusters Score -37063.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -37086.609375 Penalty: 3240.759277
	Iteration 4Q: 3 clusters Score -37086.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -37097.242188 Penalty: 3240.759277
	Iteration 5Q: 3 clusters Score -37097.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -37110.046875 Penalty: 3240.759277
	Iteration 6Q: 3 clusters Score -37110.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -37114.984375 Penalty: 3240.759277
	Iteration 7Q: 3 clusters Score -37114.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -37116.675781 Penalty: 3240.759277
	Iteration 8Q: 3 clusters Score -37116.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -37117.441406 Penalty: 3240.759277
	Iteration 9Q: 3 clusters Score -37117.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -37118.609375 Penalty: 3240.759277
	Iteration 10Q: 3 clusters Score -37118.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -37120.496094 Penalty: 3240.759277
	Iteration 11Q: 3 clusters Score -37120.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -37120.496094 Penalty: 3240.759277
	Iteration 12F: 3 clusters Score -37120.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Entering Unmasked Estep 
Score: -573743.250000 Penalty: 2214.006592
	Iteration 0F: 2 clusters Score -573743.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -567629.687500 Penalty: 4428.013184
	Iteration 0F: 3 clusters Score -567629.7 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -569282.750000 Penalty: 4428.013184
	Iteration 1F: 3 clusters Score -569282.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -569513.187500 Penalty: 4428.013184
	Iteration 2F: 3 clusters Score -569513.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -569677.312500 Penalty: 4428.013184
	Iteration 3Q: 3 clusters Score -569677.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -569832.812500 Penalty: 4428.013184
	Iteration 4Q: 3 clusters Score -569832.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -569993.125000 Penalty: 4428.013184
	Iteration 5Q: 3 clusters Score -569993.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -570177.375000 Penalty: 4428.013184
	Iteration 6Q: 3 clusters Score -570177.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -570383.625000 Penalty: 4428.013184
	Iteration 7Q: 3 clusters Score -570383.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -570628.500000 Penalty: 4428.013184
	Iteration 8Q: 3 clusters Score -570628.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -570889.812500 Penalty: 4428.013184
	Iteration 9Q: 3 clusters Score -570889.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -571153.312500 Penalty: 4428.013184
	Iteration 10Q: 3 clusters Score -571153.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -571403.437500 Penalty: 4428.013184
	Iteration 11Q: 3 clusters Score -571403.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -571637.187500 Penalty: 4428.013184
	Iteration 12Q: 3 clusters Score -571637.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -571838.000000 Penalty: 4428.013184
	Iteration 13Q: 3 clusters Score -571838 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -572023.875000 Penalty: 4428.013184
	Iteration 14Q: 3 clusters Score -572023.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -572165.250000 Penalty: 4428.013184
	Iteration 15Q: 3 clusters Score -572165.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -572261.125000 Penalty: 4428.013184
	Iteration 16Q: 3 clusters Score -572261.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -572326.250000 Penalty: 4428.013184
	Iteration 17Q: 3 clusters Score -572326.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -572378.687500 Penalty: 4428.013184
	Iteration 18Q: 3 clusters Score -572378.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -572414.750000 Penalty: 4428.013184
	Iteration 19Q: 3 clusters Score -572414.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -572443.812500 Penalty: 4428.013184
	Iteration 20F: 3 clusters Score -572443.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -572464.500000 Penalty: 4428.013184
	Iteration 21Q: 3 clusters Score -572464.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -572478.812500 Penalty: 4428.013184
	Iteration 22Q: 3 clusters Score -572478.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -572491.812500 Penalty: 4428.013184
	Iteration 23Q: 3 clusters Score -572491.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -572500.562500 Penalty: 4428.013184
	Iteration 24Q: 3 clusters Score -572500.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -572509.187500 Penalty: 4428.013184
	Iteration 25Q: 3 clusters Score -572509.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -572515.625000 Penalty: 4428.013184
	Iteration 26Q: 3 clusters Score -572515.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -572516.687500 Penalty: 4428.013184
	Iteration 27Q: 3 clusters Score -572516.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -572517.437500 Penalty: 4428.013184
	Iteration 28Q: 3 clusters Score -572517.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -572517.687500 Penalty: 4428.013184
	Iteration 29Q: 3 clusters Score -572517.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -572520.875000 Penalty: 4428.013184
	Iteration 30Q: 3 clusters Score -572520.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -572522.500000 Penalty: 4428.013184
	Iteration 31Q: 3 clusters Score -572522.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -572523.125000 Penalty: 4428.013184
	Iteration 32Q: 3 clusters Score -572523.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -572524.062500 Penalty: 4428.013184
	Iteration 33Q: 3 clusters Score -572524.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -572526.750000 Penalty: 4428.013184
	Iteration 34Q: 3 clusters Score -572526.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -572529.000000 Penalty: 4428.013184
	Iteration 35Q: 3 clusters Score -572529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -572529.500000 Penalty: 4428.013184
	Iteration 36Q: 3 clusters Score -572529.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -572530.125000 Penalty: 4428.013184
	Iteration 37Q: 3 clusters Score -572530.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -572530.125000 Penalty: 4428.013184
	Iteration 38F: 3 clusters Score -572530.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Entering Unmasked Estep 
Score: -541173.437500 Penalty: 2204.753418
	Iteration 0F: 2 clusters Score -541173.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -535192.312500 Penalty: 4409.506836
	Iteration 0F: 3 clusters Score -535192.3 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -536753.375000 Penalty: 4409.506836
	Iteration 1F: 3 clusters Score -536753.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -537020.437500 Penalty: 4409.506836
	Iteration 2F: 3 clusters Score -537020.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -537219.687500 Penalty: 4409.506836
	Iteration 3F: 3 clusters Score -537219.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -537391.437500 Penalty: 4409.506836
	Iteration 4Q: 3 clusters Score -537391.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -537529.437500 Penalty: 4409.506836
	Iteration 5Q: 3 clusters Score -537529.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -537622.437500 Penalty: 4409.506836
	Iteration 6Q: 3 clusters Score -537622.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -537684.187500 Penalty: 4409.506836
	Iteration 7Q: 3 clusters Score -537684.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -537741.187500 Penalty: 4409.506836
	Iteration 8Q: 3 clusters Score -537741.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -537800.625000 Penalty: 4409.506836
	Iteration 9Q: 3 clusters Score -537800.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -537861.562500 Penalty: 4409.506836
	Iteration 10Q: 3 clusters Score -537861.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -537916.062500 Penalty: 4409.506836
	Iteration 11Q: 3 clusters Score -537916.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -537977.250000 Penalty: 4409.506836
	Iteration 12Q: 3 clusters Score -537977.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -538039.812500 Penalty: 4409.506836
	Iteration 13Q: 3 clusters Score -538039.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -538095.750000 Penalty: 4409.506836
	Iteration 14Q: 3 clusters Score -538095.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -538140.000000 Penalty: 4409.506836
	Iteration 15Q: 3 clusters Score -538140 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -538174.625000 Penalty: 4409.506836
	Iteration 16Q: 3 clusters Score -538174.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -538215.937500 Penalty: 4409.506836
	Iteration 17Q: 3 clusters Score -538215.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -538264.875000 Penalty: 4409.506836
	Iteration 18Q: 3 clusters Score -538264.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -538322.000000 Penalty: 4409.506836
	Iteration 19Q: 3 clusters Score -538322 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -538377.125000 Penalty: 4409.506836
	Iteration 20F: 3 clusters Score -538377.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -538430.125000 Penalty: 4409.506836
	Iteration 21Q: 3 clusters Score -538430.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -538480.062500 Penalty: 4409.506836
	Iteration 22Q: 3 clusters Score -538480.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -538534.375000 Penalty: 4409.506836
	Iteration 23Q: 3 clusters Score -538534.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -538582.250000 Penalty: 4409.506836
	Iteration 24Q: 3 clusters Score -538582.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -538626.125000 Penalty: 4409.506836
	Iteration 25Q: 3 clusters Score -538626.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -538679.687500 Penalty: 4409.506836
	Iteration 26Q: 3 clusters Score -538679.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -538735.437500 Penalty: 4409.506836
	Iteration 27Q: 3 clusters Score -538735.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -538775.812500 Penalty: 4409.506836
	Iteration 28Q: 3 clusters Score -538775.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -538806.312500 Penalty: 4409.506836
	Iteration 29Q: 3 clusters Score -538806.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -538831.375000 Penalty: 4409.506836
	Iteration 30Q: 3 clusters Score -538831.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -538859.500000 Penalty: 4409.506836
	Iteration 31Q: 3 clusters Score -538859.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -538883.312500 Penalty: 4409.506836
	Iteration 32Q: 3 clusters Score -538883.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -538908.437500 Penalty: 4409.506836
	Iteration 33Q: 3 clusters Score -538908.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -538944.125000 Penalty: 4409.506836
	Iteration 34Q: 3 clusters Score -538944.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -538981.937500 Penalty: 4409.506836
	Iteration 35Q: 3 clusters Score -538981.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -539008.875000 Penalty: 4409.506836
	Iteration 36Q: 3 clusters Score -539008.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -539044.562500 Penalty: 4409.506836
	Iteration 37Q: 3 clusters Score -539044.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -539076.375000 Penalty: 4409.506836
	Iteration 38Q: 3 clusters Score -539076.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -539102.687500 Penalty: 4409.506836
	Iteration 39Q: 3 clusters Score -539102.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -539126.750000 Penalty: 4409.506836
	Iteration 40F: 3 clusters Score -539126.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -539149.375000 Penalty: 4409.506836
	Iteration 41Q: 3 clusters Score -539149.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -539159.875000 Penalty: 4409.506836
	Iteration 42Q: 3 clusters Score -539159.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -539172.687500 Penalty: 4409.506836
	Iteration 43Q: 3 clusters Score -539172.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -539194.000000 Penalty: 4409.506836
	Iteration 44Q: 3 clusters Score -539194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -539211.250000 Penalty: 4409.506836
	Iteration 45Q: 3 clusters Score -539211.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -539224.437500 Penalty: 4409.506836
	Iteration 46Q: 3 clusters Score -539224.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -539240.125000 Penalty: 4409.506836
	Iteration 47Q: 3 clusters Score -539240.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -539250.000000 Penalty: 4409.506836
	Iteration 48Q: 3 clusters Score -539250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -539256.062500 Penalty: 4409.506836
	Iteration 49Q: 3 clusters Score -539256.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -539257.625000 Penalty: 4409.506836
	Iteration 50Q: 3 clusters Score -539257.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -539260.437500 Penalty: 4409.506836
	Iteration 51Q: 3 clusters Score -539260.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -539262.625000 Penalty: 4409.506836
	Iteration 52Q: 3 clusters Score -539262.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -539266.000000 Penalty: 4409.506836
	Iteration 53Q: 3 clusters Score -539266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -539269.250000 Penalty: 4409.506836
	Iteration 54Q: 3 clusters Score -539269.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -539273.250000 Penalty: 4409.506836
	Iteration 55Q: 3 clusters Score -539273.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -539276.062500 Penalty: 4409.506836
	Iteration 56Q: 3 clusters Score -539276.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -539278.437500 Penalty: 4409.506836
	Iteration 57Q: 3 clusters Score -539278.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -539284.500000 Penalty: 4409.506836
	Iteration 58Q: 3 clusters Score -539284.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -539288.375000 Penalty: 4409.506836
	Iteration 59Q: 3 clusters Score -539288.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -539292.000000 Penalty: 4409.506836
	Iteration 60F: 3 clusters Score -539292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -539294.937500 Penalty: 4409.506836
	Iteration 61Q: 3 clusters Score -539294.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -539298.750000 Penalty: 4409.506836
	Iteration 62Q: 3 clusters Score -539298.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -539301.062500 Penalty: 4409.506836
	Iteration 63Q: 3 clusters Score -539301.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -539301.937500 Penalty: 4409.506836
	Iteration 64Q: 3 clusters Score -539301.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -539301.875000 Penalty: 4409.506836
	Iteration 65Q: 3 clusters Score -539301.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -539303.625000 Penalty: 4409.506836
	Iteration 66Q: 3 clusters Score -539303.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -539305.812500 Penalty: 4409.506836
	Iteration 67Q: 3 clusters Score -539305.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -539306.625000 Penalty: 4409.506836
	Iteration 68Q: 3 clusters Score -539306.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -539307.750000 Penalty: 4409.506836
	Iteration 69Q: 3 clusters Score -539307.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -539308.875000 Penalty: 4409.506836
	Iteration 70Q: 3 clusters Score -539308.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -539310.062500 Penalty: 4409.506836
	Iteration 71Q: 3 clusters Score -539310.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -539311.750000 Penalty: 4409.506836
	Iteration 72Q: 3 clusters Score -539311.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -539312.687500 Penalty: 4409.506836
	Iteration 73Q: 3 clusters Score -539312.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -539312.687500 Penalty: 4409.506836
	Iteration 74F: 3 clusters Score -539312.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -198612.968750 Penalty: 1965.080200
	Iteration 0F: 2 clusters Score -198613 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 1338 members 
Entering Unmasked Estep 
Score: -195509.359375 Penalty: 3930.160400
	Iteration 0F: 3 clusters Score -195509.4 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -196090.203125 Penalty: 3930.160400
	Iteration 1F: 3 clusters Score -196090.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -196242.718750 Penalty: 3930.160400
	Iteration 2F: 3 clusters Score -196242.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -196338.000000 Penalty: 3930.160400
	Iteration 3Q: 3 clusters Score -196338 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -196412.359375 Penalty: 3930.160400
	Iteration 4Q: 3 clusters Score -196412.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -196467.984375 Penalty: 3930.160400
	Iteration 5Q: 3 clusters Score -196468 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -196500.312500 Penalty: 3930.160400
	Iteration 6Q: 3 clusters Score -196500.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -196529.578125 Penalty: 3930.160400
	Iteration 7Q: 3 clusters Score -196529.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -196560.468750 Penalty: 3930.160400
	Iteration 8Q: 3 clusters Score -196560.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -196586.156250 Penalty: 3930.160400
	Iteration 9Q: 3 clusters Score -196586.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -196623.781250 Penalty: 3930.160400
	Iteration 10Q: 3 clusters Score -196623.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -196684.437500 Penalty: 3930.160400
	Iteration 11Q: 3 clusters Score -196684.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -196833.875000 Penalty: 3930.160400
	Iteration 12Q: 3 clusters Score -196833.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -197057.312500 Penalty: 3930.160400
	Iteration 13Q: 3 clusters Score -197057.3 nChanged 111
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: -197211.906250 Penalty: 3930.160400
	Iteration 14Q: 3 clusters Score -197211.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -197329.468750 Penalty: 3930.160400
	Iteration 15Q: 3 clusters Score -197329.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -197425.140625 Penalty: 3930.160400
	Iteration 16Q: 3 clusters Score -197425.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -197546.921875 Penalty: 3930.160400
	Iteration 17Q: 3 clusters Score -197546.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -197651.015625 Penalty: 3930.160400
	Iteration 18Q: 3 clusters Score -197651 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -197748.312500 Penalty: 3930.160400
	Iteration 19Q: 3 clusters Score -197748.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -197840.765625 Penalty: 3930.160400
	Iteration 20F: 3 clusters Score -197840.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -197908.750000 Penalty: 3930.160400
	Iteration 21Q: 3 clusters Score -197908.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -197973.156250 Penalty: 3930.160400
	Iteration 22Q: 3 clusters Score -197973.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -198028.828125 Penalty: 3930.160400
	Iteration 23Q: 3 clusters Score -198028.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -198079.078125 Penalty: 3930.160400
	Iteration 24Q: 3 clusters Score -198079.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -198134.843750 Penalty: 3930.160400
	Iteration 25Q: 3 clusters Score -198134.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -198160.187500 Penalty: 3930.160400
	Iteration 26Q: 3 clusters Score -198160.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -198175.187500 Penalty: 3930.160400
	Iteration 27Q: 3 clusters Score -198175.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -198187.171875 Penalty: 3930.160400
	Iteration 28Q: 3 clusters Score -198187.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -198199.015625 Penalty: 3930.160400
	Iteration 29Q: 3 clusters Score -198199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -198211.500000 Penalty: 3930.160400
	Iteration 30Q: 3 clusters Score -198211.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -198218.343750 Penalty: 3930.160400
	Iteration 31Q: 3 clusters Score -198218.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -198221.343750 Penalty: 3930.160400
	Iteration 32Q: 3 clusters Score -198221.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -198225.750000 Penalty: 3930.160400
	Iteration 33Q: 3 clusters Score -198225.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -198230.296875 Penalty: 3930.160400
	Iteration 34Q: 3 clusters Score -198230.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -198234.296875 Penalty: 3930.160400
	Iteration 35Q: 3 clusters Score -198234.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -198235.468750 Penalty: 3930.160400
	Iteration 36Q: 3 clusters Score -198235.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -198238.859375 Penalty: 3930.160400
	Iteration 37Q: 3 clusters Score -198238.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -198239.593750 Penalty: 3930.160400
	Iteration 38Q: 3 clusters Score -198239.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -198239.859375 Penalty: 3930.160400
	Iteration 39Q: 3 clusters Score -198239.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -198240.484375 Penalty: 3930.160400
	Iteration 40F: 3 clusters Score -198240.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -198244.093750 Penalty: 3930.160400
	Iteration 41Q: 3 clusters Score -198244.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -198255.328125 Penalty: 3930.160400
	Iteration 42Q: 3 clusters Score -198255.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -198265.906250 Penalty: 3930.160400
	Iteration 43Q: 3 clusters Score -198265.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -198270.375000 Penalty: 3930.160400
	Iteration 44Q: 3 clusters Score -198270.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -198272.078125 Penalty: 3930.160400
	Iteration 45Q: 3 clusters Score -198272.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -198272.531250 Penalty: 3930.160400
	Iteration 46Q: 3 clusters Score -198272.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -198273.562500 Penalty: 3930.160400
	Iteration 47Q: 3 clusters Score -198273.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -198273.562500 Penalty: 3930.160400
	Iteration 48F: 3 clusters Score -198273.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Entering Unmasked Estep 
Score: -274607.281250 Penalty: 2031.207886
	Iteration 0F: 2 clusters Score -274607.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -270917.750000 Penalty: 4062.415771
	Iteration 0F: 3 clusters Score -270917.8 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -271732.656250 Penalty: 4062.415771
	Iteration 1F: 3 clusters Score -271732.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -271957.375000 Penalty: 4062.415771
	Iteration 2F: 3 clusters Score -271957.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -272089.875000 Penalty: 4062.415771
	Iteration 3F: 3 clusters Score -272089.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -272168.781250 Penalty: 4062.415771
	Iteration 4Q: 3 clusters Score -272168.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -272220.312500 Penalty: 4062.415771
	Iteration 5Q: 3 clusters Score -272220.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -272252.156250 Penalty: 4062.415771
	Iteration 6Q: 3 clusters Score -272252.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -272287.187500 Penalty: 4062.415771
	Iteration 7Q: 3 clusters Score -272287.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -272321.656250 Penalty: 4062.415771
	Iteration 8Q: 3 clusters Score -272321.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -272351.718750 Penalty: 4062.415771
	Iteration 9Q: 3 clusters Score -272351.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -272372.312500 Penalty: 4062.415771
	Iteration 10Q: 3 clusters Score -272372.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -272390.156250 Penalty: 4062.415771
	Iteration 11Q: 3 clusters Score -272390.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -272401.750000 Penalty: 4062.415771
	Iteration 12Q: 3 clusters Score -272401.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -272415.906250 Penalty: 4062.415771
	Iteration 13Q: 3 clusters Score -272415.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -272430.312500 Penalty: 4062.415771
	Iteration 14Q: 3 clusters Score -272430.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -272441.687500 Penalty: 4062.415771
	Iteration 15Q: 3 clusters Score -272441.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -272453.562500 Penalty: 4062.415771
	Iteration 16Q: 3 clusters Score -272453.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -272463.500000 Penalty: 4062.415771
	Iteration 17Q: 3 clusters Score -272463.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -272473.781250 Penalty: 4062.415771
	Iteration 18Q: 3 clusters Score -272473.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -272488.718750 Penalty: 4062.415771
	Iteration 19Q: 3 clusters Score -272488.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -272502.562500 Penalty: 4062.415771
	Iteration 20F: 3 clusters Score -272502.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -272515.500000 Penalty: 4062.415771
	Iteration 21Q: 3 clusters Score -272515.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -272524.718750 Penalty: 4062.415771
	Iteration 22Q: 3 clusters Score -272524.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -272531.562500 Penalty: 4062.415771
	Iteration 23Q: 3 clusters Score -272531.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -272539.843750 Penalty: 4062.415771
	Iteration 24Q: 3 clusters Score -272539.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -272546.750000 Penalty: 4062.415771
	Iteration 25Q: 3 clusters Score -272546.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -272552.125000 Penalty: 4062.415771
	Iteration 26Q: 3 clusters Score -272552.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -272555.437500 Penalty: 4062.415771
	Iteration 27Q: 3 clusters Score -272555.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -272559.937500 Penalty: 4062.415771
	Iteration 28Q: 3 clusters Score -272559.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -272562.531250 Penalty: 4062.415771
	Iteration 29Q: 3 clusters Score -272562.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -272565.562500 Penalty: 4062.415771
	Iteration 30Q: 3 clusters Score -272565.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -272570.906250 Penalty: 4062.415771
	Iteration 31Q: 3 clusters Score -272570.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -272575.531250 Penalty: 4062.415771
	Iteration 32Q: 3 clusters Score -272575.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -272576.593750 Penalty: 4062.415771
	Iteration 33Q: 3 clusters Score -272576.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -272577.500000 Penalty: 4062.415771
	Iteration 34Q: 3 clusters Score -272577.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -272578.875000 Penalty: 4062.415771
	Iteration 35Q: 3 clusters Score -272578.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -272579.031250 Penalty: 4062.415771
	Iteration 36Q: 3 clusters Score -272579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -272580.062500 Penalty: 4062.415771
	Iteration 37Q: 3 clusters Score -272580.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -272583.062500 Penalty: 4062.415771
	Iteration 38Q: 3 clusters Score -272583.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -272585.000000 Penalty: 4062.415771
	Iteration 39Q: 3 clusters Score -272585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -272588.062500 Penalty: 4062.415771
	Iteration 40F: 3 clusters Score -272588.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -272589.937500 Penalty: 4062.415771
	Iteration 41Q: 3 clusters Score -272589.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -272592.687500 Penalty: 4062.415771
	Iteration 42Q: 3 clusters Score -272592.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -272594.312500 Penalty: 4062.415771
	Iteration 43Q: 3 clusters Score -272594.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -272595.562500 Penalty: 4062.415771
	Iteration 44Q: 3 clusters Score -272595.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -272596.937500 Penalty: 4062.415771
	Iteration 45Q: 3 clusters Score -272596.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -272599.218750 Penalty: 4062.415771
	Iteration 46Q: 3 clusters Score -272599.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -272600.218750 Penalty: 4062.415771
	Iteration 47Q: 3 clusters Score -272600.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -272603.000000 Penalty: 4062.415771
	Iteration 48Q: 3 clusters Score -272603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -272610.062500 Penalty: 4062.415771
	Iteration 49Q: 3 clusters Score -272610.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -272615.718750 Penalty: 4062.415771
	Iteration 50Q: 3 clusters Score -272615.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -272624.062500 Penalty: 4062.415771
	Iteration 51Q: 3 clusters Score -272624.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -272636.968750 Penalty: 4062.415771
	Iteration 52Q: 3 clusters Score -272637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -272649.843750 Penalty: 4062.415771
	Iteration 53Q: 3 clusters Score -272649.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -272666.000000 Penalty: 4062.415771
	Iteration 54Q: 3 clusters Score -272666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -272679.437500 Penalty: 4062.415771
	Iteration 55Q: 3 clusters Score -272679.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -272693.000000 Penalty: 4062.415771
	Iteration 56Q: 3 clusters Score -272693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -272702.218750 Penalty: 4062.415771
	Iteration 57Q: 3 clusters Score -272702.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -272712.281250 Penalty: 4062.415771
	Iteration 58Q: 3 clusters Score -272712.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -272719.031250 Penalty: 4062.415771
	Iteration 59Q: 3 clusters Score -272719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -272726.875000 Penalty: 4062.415771
	Iteration 60F: 3 clusters Score -272726.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -272732.218750 Penalty: 4062.415771
	Iteration 61Q: 3 clusters Score -272732.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -272735.218750 Penalty: 4062.415771
	Iteration 62Q: 3 clusters Score -272735.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -272737.093750 Penalty: 4062.415771
	Iteration 63Q: 3 clusters Score -272737.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -272739.343750 Penalty: 4062.415771
	Iteration 64Q: 3 clusters Score -272739.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -272742.468750 Penalty: 4062.415771
	Iteration 65Q: 3 clusters Score -272742.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -272743.843750 Penalty: 4062.415771
	Iteration 66Q: 3 clusters Score -272743.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -272745.593750 Penalty: 4062.415771
	Iteration 67Q: 3 clusters Score -272745.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -272746.125000 Penalty: 4062.415771
	Iteration 68Q: 3 clusters Score -272746.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -272747.593750 Penalty: 4062.415771
	Iteration 69Q: 3 clusters Score -272747.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -272748.500000 Penalty: 4062.415771
	Iteration 70Q: 3 clusters Score -272748.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -272748.781250 Penalty: 4062.415771
	Iteration 71Q: 3 clusters Score -272748.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -272748.781250 Penalty: 4062.415771
	Iteration 72F: 3 clusters Score -272748.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Entering Unmasked Estep 
Score: -154803.171875 Penalty: 1914.013428
	Iteration 0F: 2 clusters Score -154803.2 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 1121 members 
Entering Unmasked Estep 
Score: -152018.921875 Penalty: 3828.026855
	Iteration 0F: 3 clusters Score -152018.9 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -152616.234375 Penalty: 3828.026855
	Iteration 1F: 3 clusters Score -152616.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -152832.312500 Penalty: 3828.026855
	Iteration 2F: 3 clusters Score -152832.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -153017.781250 Penalty: 3828.026855
	Iteration 3F: 3 clusters Score -153017.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -153201.000000 Penalty: 3828.026855
	Iteration 4F: 3 clusters Score -153201 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -153391.984375 Penalty: 3828.026855
	Iteration 5F: 3 clusters Score -153392 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -153529.046875 Penalty: 3828.026855
	Iteration 6Q: 3 clusters Score -153529 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -153614.171875 Penalty: 3828.026855
	Iteration 7Q: 3 clusters Score -153614.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -153680.218750 Penalty: 3828.026855
	Iteration 8Q: 3 clusters Score -153680.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -153712.000000 Penalty: 3828.026855
	Iteration 9Q: 3 clusters Score -153712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -153739.640625 Penalty: 3828.026855
	Iteration 10Q: 3 clusters Score -153739.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -153756.484375 Penalty: 3828.026855
	Iteration 11Q: 3 clusters Score -153756.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -153767.562500 Penalty: 3828.026855
	Iteration 12Q: 3 clusters Score -153767.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -153776.375000 Penalty: 3828.026855
	Iteration 13Q: 3 clusters Score -153776.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -153782.828125 Penalty: 3828.026855
	Iteration 14Q: 3 clusters Score -153782.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -153790.390625 Penalty: 3828.026855
	Iteration 15Q: 3 clusters Score -153790.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -153797.453125 Penalty: 3828.026855
	Iteration 16Q: 3 clusters Score -153797.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -153804.156250 Penalty: 3828.026855
	Iteration 17Q: 3 clusters Score -153804.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -153808.421875 Penalty: 3828.026855
	Iteration 18Q: 3 clusters Score -153808.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -153811.046875 Penalty: 3828.026855
	Iteration 19Q: 3 clusters Score -153811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -153814.609375 Penalty: 3828.026855
	Iteration 20F: 3 clusters Score -153814.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -153816.937500 Penalty: 3828.026855
	Iteration 21Q: 3 clusters Score -153816.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -153818.656250 Penalty: 3828.026855
	Iteration 22Q: 3 clusters Score -153818.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -153821.687500 Penalty: 3828.026855
	Iteration 23Q: 3 clusters Score -153821.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -153823.078125 Penalty: 3828.026855
	Iteration 24Q: 3 clusters Score -153823.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -153823.078125 Penalty: 3828.026855
	Iteration 25F: 3 clusters Score -153823.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Entering Unmasked Estep 
Score: -177186.656250 Penalty: 1953.782471
	Iteration 0F: 2 clusters Score -177186.7 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 1320 members 
Entering Unmasked Estep 
Score: -174163.640625 Penalty: 3907.564941
	Iteration 0F: 3 clusters Score -174163.6 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -174823.343750 Penalty: 3907.564941
	Iteration 1F: 3 clusters Score -174823.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -175003.421875 Penalty: 3907.564941
	Iteration 2F: 3 clusters Score -175003.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -175119.156250 Penalty: 3907.564941
	Iteration 3F: 3 clusters Score -175119.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -175217.531250 Penalty: 3907.564941
	Iteration 4Q: 3 clusters Score -175217.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -175331.984375 Penalty: 3907.564941
	Iteration 5Q: 3 clusters Score -175332 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -175436.562500 Penalty: 3907.564941
	Iteration 6Q: 3 clusters Score -175436.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -175533.859375 Penalty: 3907.564941
	Iteration 7Q: 3 clusters Score -175533.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -175654.687500 Penalty: 3907.564941
	Iteration 8Q: 3 clusters Score -175654.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -175742.812500 Penalty: 3907.564941
	Iteration 9Q: 3 clusters Score -175742.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -175825.046875 Penalty: 3907.564941
	Iteration 10Q: 3 clusters Score -175825 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -175889.359375 Penalty: 3907.564941
	Iteration 11Q: 3 clusters Score -175889.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -175930.515625 Penalty: 3907.564941
	Iteration 12Q: 3 clusters Score -175930.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -175961.390625 Penalty: 3907.564941
	Iteration 13Q: 3 clusters Score -175961.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -175984.515625 Penalty: 3907.564941
	Iteration 14Q: 3 clusters Score -175984.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -175999.156250 Penalty: 3907.564941
	Iteration 15Q: 3 clusters Score -175999.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -176008.781250 Penalty: 3907.564941
	Iteration 16Q: 3 clusters Score -176008.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -176028.281250 Penalty: 3907.564941
	Iteration 17Q: 3 clusters Score -176028.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -176096.265625 Penalty: 3907.564941
	Iteration 18Q: 3 clusters Score -176096.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -176230.500000 Penalty: 3907.564941
	Iteration 19Q: 3 clusters Score -176230.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -176458.843750 Penalty: 3907.564941
	Iteration 20F: 3 clusters Score -176458.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -176571.312500 Penalty: 3907.564941
	Iteration 21Q: 3 clusters Score -176571.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -176601.453125 Penalty: 3907.564941
	Iteration 22Q: 3 clusters Score -176601.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -176610.453125 Penalty: 3907.564941
	Iteration 23Q: 3 clusters Score -176610.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -176614.187500 Penalty: 3907.564941
	Iteration 24Q: 3 clusters Score -176614.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -176615.296875 Penalty: 3907.564941
	Iteration 25Q: 3 clusters Score -176615.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -176616.296875 Penalty: 3907.564941
	Iteration 26Q: 3 clusters Score -176616.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -176618.156250 Penalty: 3907.564941
	Iteration 27Q: 3 clusters Score -176618.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -176618.000000 Penalty: 3907.564941
	Iteration 28Q: 3 clusters Score -176618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -176618.000000 Penalty: 3907.564941
	Iteration 29F: 3 clusters Score -176618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (12714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Entering Unmasked Estep 
Score: -965272.312500 Penalty: 2343.713867
	Iteration 0F: 2 clusters Score -965272.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -955985.687500 Penalty: 4687.427734
	Iteration 0F: 3 clusters Score -955985.7 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -958771.437500 Penalty: 4687.427734
	Iteration 1F: 3 clusters Score -958771.4 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -959055.312500 Penalty: 4687.427734
	Iteration 2F: 3 clusters Score -959055.3 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -959246.437500 Penalty: 4687.427734
	Iteration 3Q: 3 clusters Score -959246.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -959379.062500 Penalty: 4687.427734
	Iteration 4Q: 3 clusters Score -959379.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -959499.312500 Penalty: 4687.427734
	Iteration 5Q: 3 clusters Score -959499.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -959602.562500 Penalty: 4687.427734
	Iteration 6Q: 3 clusters Score -959602.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -959684.125000 Penalty: 4687.427734
	Iteration 7Q: 3 clusters Score -959684.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -959763.000000 Penalty: 4687.427734
	Iteration 8Q: 3 clusters Score -959763 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -959858.375000 Penalty: 4687.427734
	Iteration 9Q: 3 clusters Score -959858.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -959993.687500 Penalty: 4687.427734
	Iteration 10Q: 3 clusters Score -959993.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -960179.625000 Penalty: 4687.427734
	Iteration 11Q: 3 clusters Score -960179.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -960394.250000 Penalty: 4687.427734
	Iteration 12Q: 3 clusters Score -960394.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -960656.062500 Penalty: 4687.427734
	Iteration 13Q: 3 clusters Score -960656.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -960937.000000 Penalty: 4687.427734
	Iteration 14Q: 3 clusters Score -960937 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -961257.500000 Penalty: 4687.427734
	Iteration 15Q: 3 clusters Score -961257.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -961593.437500 Penalty: 4687.427734
	Iteration 16Q: 3 clusters Score -961593.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -961925.437500 Penalty: 4687.427734
	Iteration 17Q: 3 clusters Score -961925.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -962202.062500 Penalty: 4687.427734
	Iteration 18Q: 3 clusters Score -962202.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -962411.000000 Penalty: 4687.427734
	Iteration 19Q: 3 clusters Score -962411 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -962585.437500 Penalty: 4687.427734
	Iteration 20F: 3 clusters Score -962585.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -962733.250000 Penalty: 4687.427734
	Iteration 21Q: 3 clusters Score -962733.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -962844.687500 Penalty: 4687.427734
	Iteration 22Q: 3 clusters Score -962844.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -962932.875000 Penalty: 4687.427734
	Iteration 23Q: 3 clusters Score -962932.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -963004.812500 Penalty: 4687.427734
	Iteration 24Q: 3 clusters Score -963004.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -963051.375000 Penalty: 4687.427734
	Iteration 25Q: 3 clusters Score -963051.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -963097.437500 Penalty: 4687.427734
	Iteration 26Q: 3 clusters Score -963097.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -963123.687500 Penalty: 4687.427734
	Iteration 27Q: 3 clusters Score -963123.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -963147.375000 Penalty: 4687.427734
	Iteration 28Q: 3 clusters Score -963147.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -963164.562500 Penalty: 4687.427734
	Iteration 29Q: 3 clusters Score -963164.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -963177.812500 Penalty: 4687.427734
	Iteration 30Q: 3 clusters Score -963177.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -963185.437500 Penalty: 4687.427734
	Iteration 31Q: 3 clusters Score -963185.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -963196.062500 Penalty: 4687.427734
	Iteration 32Q: 3 clusters Score -963196.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -963201.125000 Penalty: 4687.427734
	Iteration 33Q: 3 clusters Score -963201.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -963210.562500 Penalty: 4687.427734
	Iteration 34Q: 3 clusters Score -963210.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -963212.125000 Penalty: 4687.427734
	Iteration 35Q: 3 clusters Score -963212.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -963221.250000 Penalty: 4687.427734
	Iteration 36Q: 3 clusters Score -963221.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -963226.437500 Penalty: 4687.427734
	Iteration 37Q: 3 clusters Score -963226.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -963235.750000 Penalty: 4687.427734
	Iteration 38Q: 3 clusters Score -963235.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -963246.187500 Penalty: 4687.427734
	Iteration 39Q: 3 clusters Score -963246.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -963249.500000 Penalty: 4687.427734
	Iteration 40F: 3 clusters Score -963249.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -963256.187500 Penalty: 4687.427734
	Iteration 41Q: 3 clusters Score -963256.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -963260.500000 Penalty: 4687.427734
	Iteration 42Q: 3 clusters Score -963260.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -963260.437500 Penalty: 4687.427734
	Iteration 43Q: 3 clusters Score -963260.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -963260.437500 Penalty: 4687.427734
	Iteration 44F: 3 clusters Score -963260.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Entering Unmasked Estep 
Score: -281068.375000 Penalty: 2088.765625
	Iteration 0F: 2 clusters Score -281068.4 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 2259 members 
Entering Unmasked Estep 
Score: -276859.781250 Penalty: 4177.531250
	Iteration 0F: 3 clusters Score -276859.8 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -278189.562500 Penalty: 4177.531250
	Iteration 1F: 3 clusters Score -278189.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -278893.906250 Penalty: 4177.531250
	Iteration 2F: 3 clusters Score -278893.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -279438.593750 Penalty: 4177.531250
	Iteration 3F: 3 clusters Score -279438.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -279847.312500 Penalty: 4177.531250
	Iteration 4F: 3 clusters Score -279847.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -280178.062500 Penalty: 4177.531250
	Iteration 5F: 3 clusters Score -280178.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -280417.625000 Penalty: 4177.531250
	Iteration 6Q: 3 clusters Score -280417.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -280597.687500 Penalty: 4177.531250
	Iteration 7Q: 3 clusters Score -280597.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -280733.406250 Penalty: 4177.531250
	Iteration 8Q: 3 clusters Score -280733.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -280821.281250 Penalty: 4177.531250
	Iteration 9Q: 3 clusters Score -280821.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -280878.093750 Penalty: 4177.531250
	Iteration 10Q: 3 clusters Score -280878.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -280911.875000 Penalty: 4177.531250
	Iteration 11Q: 3 clusters Score -280911.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -280939.875000 Penalty: 4177.531250
	Iteration 12Q: 3 clusters Score -280939.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -280961.343750 Penalty: 4177.531250
	Iteration 13Q: 3 clusters Score -280961.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -280974.875000 Penalty: 4177.531250
	Iteration 14Q: 3 clusters Score -280974.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -280991.656250 Penalty: 4177.531250
	Iteration 15Q: 3 clusters Score -280991.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -281003.656250 Penalty: 4177.531250
	Iteration 16Q: 3 clusters Score -281003.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -281010.343750 Penalty: 4177.531250
	Iteration 17Q: 3 clusters Score -281010.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -281017.281250 Penalty: 4177.531250
	Iteration 18Q: 3 clusters Score -281017.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -281022.437500 Penalty: 4177.531250
	Iteration 19Q: 3 clusters Score -281022.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -281026.468750 Penalty: 4177.531250
	Iteration 20F: 3 clusters Score -281026.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -281029.312500 Penalty: 4177.531250
	Iteration 21Q: 3 clusters Score -281029.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -281030.625000 Penalty: 4177.531250
	Iteration 22Q: 3 clusters Score -281030.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -281031.343750 Penalty: 4177.531250
	Iteration 23Q: 3 clusters Score -281031.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -281032.937500 Penalty: 4177.531250
	Iteration 24Q: 3 clusters Score -281032.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -281033.812500 Penalty: 4177.531250
	Iteration 25Q: 3 clusters Score -281033.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -281034.156250 Penalty: 4177.531250
	Iteration 26Q: 3 clusters Score -281034.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -281034.156250 Penalty: 4177.531250
	Iteration 27F: 3 clusters Score -281034.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (3395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Entering Unmasked Estep 
Score: -237929.531250 Penalty: 2016.254639
	Iteration 0F: 2 clusters Score -237929.5 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 1755 members 
Entering Unmasked Estep 
Score: -234472.078125 Penalty: 4032.509277
	Iteration 0F: 3 clusters Score -234472.1 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -235244.671875 Penalty: 4032.509277
	Iteration 1F: 3 clusters Score -235244.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -235433.781250 Penalty: 4032.509277
	Iteration 2F: 3 clusters Score -235433.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -235588.640625 Penalty: 4032.509277
	Iteration 3F: 3 clusters Score -235588.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -235796.281250 Penalty: 4032.509277
	Iteration 4F: 3 clusters Score -235796.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -236036.140625 Penalty: 4032.509277
	Iteration 5F: 3 clusters Score -236036.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -236291.671875 Penalty: 4032.509277
	Iteration 6F: 3 clusters Score -236291.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -236553.546875 Penalty: 4032.509277
	Iteration 7F: 3 clusters Score -236553.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -236780.625000 Penalty: 4032.509277
	Iteration 8F: 3 clusters Score -236780.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -236902.078125 Penalty: 4032.509277
	Iteration 9Q: 3 clusters Score -236902.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -236975.734375 Penalty: 4032.509277
	Iteration 10Q: 3 clusters Score -236975.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -237037.921875 Penalty: 4032.509277
	Iteration 11Q: 3 clusters Score -237037.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -237064.750000 Penalty: 4032.509277
	Iteration 12Q: 3 clusters Score -237064.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -237089.281250 Penalty: 4032.509277
	Iteration 13Q: 3 clusters Score -237089.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -237106.671875 Penalty: 4032.509277
	Iteration 14Q: 3 clusters Score -237106.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -237120.265625 Penalty: 4032.509277
	Iteration 15Q: 3 clusters Score -237120.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -237131.671875 Penalty: 4032.509277
	Iteration 16Q: 3 clusters Score -237131.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -237142.421875 Penalty: 4032.509277
	Iteration 17Q: 3 clusters Score -237142.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -237149.593750 Penalty: 4032.509277
	Iteration 18Q: 3 clusters Score -237149.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -237156.062500 Penalty: 4032.509277
	Iteration 19Q: 3 clusters Score -237156.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -237163.281250 Penalty: 4032.509277
	Iteration 20F: 3 clusters Score -237163.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -237169.859375 Penalty: 4032.509277
	Iteration 21Q: 3 clusters Score -237169.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -237175.218750 Penalty: 4032.509277
	Iteration 22Q: 3 clusters Score -237175.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -237182.890625 Penalty: 4032.509277
	Iteration 23Q: 3 clusters Score -237182.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -237188.125000 Penalty: 4032.509277
	Iteration 24Q: 3 clusters Score -237188.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -237191.546875 Penalty: 4032.509277
	Iteration 25Q: 3 clusters Score -237191.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -237196.281250 Penalty: 4032.509277
	Iteration 26Q: 3 clusters Score -237196.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -237200.468750 Penalty: 4032.509277
	Iteration 27Q: 3 clusters Score -237200.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -237202.281250 Penalty: 4032.509277
	Iteration 28Q: 3 clusters Score -237202.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -237203.828125 Penalty: 4032.509277
	Iteration 29Q: 3 clusters Score -237203.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -237204.890625 Penalty: 4032.509277
	Iteration 30Q: 3 clusters Score -237204.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -237206.453125 Penalty: 4032.509277
	Iteration 31Q: 3 clusters Score -237206.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -237208.812500 Penalty: 4032.509277
	Iteration 32Q: 3 clusters Score -237208.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -237209.328125 Penalty: 4032.509277
	Iteration 33Q: 3 clusters Score -237209.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -237209.890625 Penalty: 4032.509277
	Iteration 34Q: 3 clusters Score -237209.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -237213.046875 Penalty: 4032.509277
	Iteration 35Q: 3 clusters Score -237213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -237215.656250 Penalty: 4032.509277
	Iteration 36Q: 3 clusters Score -237215.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -237219.781250 Penalty: 4032.509277
	Iteration 37Q: 3 clusters Score -237219.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -237224.812500 Penalty: 4032.509277
	Iteration 38Q: 3 clusters Score -237224.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -237236.875000 Penalty: 4032.509277
	Iteration 39Q: 3 clusters Score -237236.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -237244.359375 Penalty: 4032.509277
	Iteration 40F: 3 clusters Score -237244.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -237253.390625 Penalty: 4032.509277
	Iteration 41Q: 3 clusters Score -237253.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -237262.734375 Penalty: 4032.509277
	Iteration 42Q: 3 clusters Score -237262.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -237270.640625 Penalty: 4032.509277
	Iteration 43Q: 3 clusters Score -237270.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -237280.453125 Penalty: 4032.509277
	Iteration 44Q: 3 clusters Score -237280.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -237292.781250 Penalty: 4032.509277
	Iteration 45Q: 3 clusters Score -237292.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -237316.015625 Penalty: 4032.509277
	Iteration 46Q: 3 clusters Score -237316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -237335.812500 Penalty: 4032.509277
	Iteration 47Q: 3 clusters Score -237335.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -237347.796875 Penalty: 4032.509277
	Iteration 48Q: 3 clusters Score -237347.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -237359.937500 Penalty: 4032.509277
	Iteration 49Q: 3 clusters Score -237359.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -237377.484375 Penalty: 4032.509277
	Iteration 50Q: 3 clusters Score -237377.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -237394.937500 Penalty: 4032.509277
	Iteration 51Q: 3 clusters Score -237394.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -237413.187500 Penalty: 4032.509277
	Iteration 52Q: 3 clusters Score -237413.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -237422.437500 Penalty: 4032.509277
	Iteration 53Q: 3 clusters Score -237422.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -237432.000000 Penalty: 4032.509277
	Iteration 54Q: 3 clusters Score -237432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -237437.484375 Penalty: 4032.509277
	Iteration 55Q: 3 clusters Score -237437.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -237443.593750 Penalty: 4032.509277
	Iteration 56Q: 3 clusters Score -237443.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -237448.046875 Penalty: 4032.509277
	Iteration 57Q: 3 clusters Score -237448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -237453.359375 Penalty: 4032.509277
	Iteration 58Q: 3 clusters Score -237453.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -237457.468750 Penalty: 4032.509277
	Iteration 59Q: 3 clusters Score -237457.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -237461.046875 Penalty: 4032.509277
	Iteration 60F: 3 clusters Score -237461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -237464.468750 Penalty: 4032.509277
	Iteration 61Q: 3 clusters Score -237464.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -237466.375000 Penalty: 4032.509277
	Iteration 62Q: 3 clusters Score -237466.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -237468.656250 Penalty: 4032.509277
	Iteration 63Q: 3 clusters Score -237468.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -237470.156250 Penalty: 4032.509277
	Iteration 64Q: 3 clusters Score -237470.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -237471.546875 Penalty: 4032.509277
	Iteration 65Q: 3 clusters Score -237471.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -237474.031250 Penalty: 4032.509277
	Iteration 66Q: 3 clusters Score -237474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -237474.546875 Penalty: 4032.509277
	Iteration 67Q: 3 clusters Score -237474.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -237475.406250 Penalty: 4032.509277
	Iteration 68Q: 3 clusters Score -237475.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -237475.531250 Penalty: 4032.509277
	Iteration 69Q: 3 clusters Score -237475.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -237476.703125 Penalty: 4032.509277
	Iteration 70Q: 3 clusters Score -237476.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -237478.281250 Penalty: 4032.509277
	Iteration 71Q: 3 clusters Score -237478.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -237478.281250 Penalty: 4032.509277
	Iteration 72F: 3 clusters Score -237478.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Entering Unmasked Estep 
Score: -325891.031250 Penalty: 2092.500000
	Iteration 0F: 2 clusters Score -325891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -321593.031250 Penalty: 4185.000000
	Iteration 0F: 3 clusters Score -321593 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -323140.375000 Penalty: 4185.000000
	Iteration 1F: 3 clusters Score -323140.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -324311.562500 Penalty: 4185.000000
	Iteration 2F: 3 clusters Score -324311.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -324949.906250 Penalty: 4185.000000
	Iteration 3F: 3 clusters Score -324949.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -325329.906250 Penalty: 4185.000000
	Iteration 4F: 3 clusters Score -325329.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -325632.187500 Penalty: 4185.000000
	Iteration 5F: 3 clusters Score -325632.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -325873.500000 Penalty: 4185.000000
	Iteration 6F: 3 clusters Score -325873.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -326078.156250 Penalty: 4185.000000
	Iteration 7Q: 3 clusters Score -326078.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -326208.937500 Penalty: 4185.000000
	Iteration 8Q: 3 clusters Score -326208.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -326281.031250 Penalty: 4185.000000
	Iteration 9Q: 3 clusters Score -326281 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -326328.781250 Penalty: 4185.000000
	Iteration 10Q: 3 clusters Score -326328.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -326366.531250 Penalty: 4185.000000
	Iteration 11Q: 3 clusters Score -326366.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -326395.093750 Penalty: 4185.000000
	Iteration 12Q: 3 clusters Score -326395.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -326414.812500 Penalty: 4185.000000
	Iteration 13Q: 3 clusters Score -326414.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -326430.875000 Penalty: 4185.000000
	Iteration 14Q: 3 clusters Score -326430.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -326441.593750 Penalty: 4185.000000
	Iteration 15Q: 3 clusters Score -326441.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -326450.593750 Penalty: 4185.000000
	Iteration 16Q: 3 clusters Score -326450.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -326455.375000 Penalty: 4185.000000
	Iteration 17Q: 3 clusters Score -326455.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -326460.375000 Penalty: 4185.000000
	Iteration 18Q: 3 clusters Score -326460.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -326465.375000 Penalty: 4185.000000
	Iteration 19Q: 3 clusters Score -326465.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -326468.531250 Penalty: 4185.000000
	Iteration 20F: 3 clusters Score -326468.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -326469.031250 Penalty: 4185.000000
	Iteration 21Q: 3 clusters Score -326469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -326469.468750 Penalty: 4185.000000
	Iteration 22Q: 3 clusters Score -326469.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -326469.687500 Penalty: 4185.000000
	Iteration 23Q: 3 clusters Score -326469.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -326470.000000 Penalty: 4185.000000
	Iteration 24Q: 3 clusters Score -326470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -326470.000000 Penalty: 4185.000000
	Iteration 25F: 3 clusters Score -326470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7341 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130426 members 
Mstep: Class 5 contains 26402 members 
Mstep: Class 6 contains 54482 members 
Mstep: Class 7 contains 27154 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205202 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 11 contains 81298 members 
Mstep: Class 12 contains 24418 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46419 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6760 members 
Mstep: Class 18 contains 206890 members 
Mstep: Class 19 contains 24639 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5733 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4847 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18202 members 
Mstep: Class 27 contains 13908 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7536 members 
Mstep: Class 36 contains 7260 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3606 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2639 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 3305 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4878 members 
Mstep: Class 47 contains 354614 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 1312 members 
Entering Unmasked Estep 
Score: -102296880.000000 Penalty: 175625.656250
Splitting cluster 44 changes total score from -102297872.000000 to -102296880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (2319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Entering Unmasked Estep 
Score: -162066.218750 Penalty: 1921.725098
	Iteration 0F: 2 clusters Score -162066.2 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 1133 members 
Entering Unmasked Estep 
Score: -159259.171875 Penalty: 3843.450195
	Iteration 0F: 3 clusters Score -159259.2 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -159987.375000 Penalty: 3843.450195
	Iteration 1F: 3 clusters Score -159987.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -160431.609375 Penalty: 3843.450195
	Iteration 2F: 3 clusters Score -160431.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -160710.234375 Penalty: 3843.450195
	Iteration 3F: 3 clusters Score -160710.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -160902.109375 Penalty: 3843.450195
	Iteration 4F: 3 clusters Score -160902.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -161028.421875 Penalty: 3843.450195
	Iteration 5Q: 3 clusters Score -161028.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -161125.218750 Penalty: 3843.450195
	Iteration 6Q: 3 clusters Score -161125.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -161194.531250 Penalty: 3843.450195
	Iteration 7Q: 3 clusters Score -161194.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -161244.968750 Penalty: 3843.450195
	Iteration 8Q: 3 clusters Score -161245 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -161283.531250 Penalty: 3843.450195
	Iteration 9Q: 3 clusters Score -161283.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -161320.843750 Penalty: 3843.450195
	Iteration 10Q: 3 clusters Score -161320.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -161351.890625 Penalty: 3843.450195
	Iteration 11Q: 3 clusters Score -161351.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -161370.156250 Penalty: 3843.450195
	Iteration 12Q: 3 clusters Score -161370.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -161373.437500 Penalty: 3843.450195
	Iteration 13Q: 3 clusters Score -161373.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -161379.796875 Penalty: 3843.450195
	Iteration 14Q: 3 clusters Score -161379.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -161388.953125 Penalty: 3843.450195
	Iteration 15Q: 3 clusters Score -161389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -161393.937500 Penalty: 3843.450195
	Iteration 16Q: 3 clusters Score -161393.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -161399.390625 Penalty: 3843.450195
	Iteration 17Q: 3 clusters Score -161399.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -161401.843750 Penalty: 3843.450195
	Iteration 18Q: 3 clusters Score -161401.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -161405.171875 Penalty: 3843.450195
	Iteration 19Q: 3 clusters Score -161405.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -161406.203125 Penalty: 3843.450195
	Iteration 20F: 3 clusters Score -161406.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Entering Unmasked Estep 
Score: -300724.593750 Penalty: 2106.137695
	Iteration 0F: 2 clusters Score -300724.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -296202.343750 Penalty: 4212.275391
	Iteration 0F: 3 clusters Score -296202.3 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -297364.625000 Penalty: 4212.275391
	Iteration 1F: 3 clusters Score -297364.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -297633.375000 Penalty: 4212.275391
	Iteration 2F: 3 clusters Score -297633.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -297803.656250 Penalty: 4212.275391
	Iteration 3F: 3 clusters Score -297803.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -297940.593750 Penalty: 4212.275391
	Iteration 4Q: 3 clusters Score -297940.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -298059.656250 Penalty: 4212.275391
	Iteration 5Q: 3 clusters Score -298059.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -298154.000000 Penalty: 4212.275391
	Iteration 6Q: 3 clusters Score -298154 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -298248.031250 Penalty: 4212.275391
	Iteration 7Q: 3 clusters Score -298248 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -298333.187500 Penalty: 4212.275391
	Iteration 8Q: 3 clusters Score -298333.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -298410.937500 Penalty: 4212.275391
	Iteration 9Q: 3 clusters Score -298410.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -298470.656250 Penalty: 4212.275391
	Iteration 10Q: 3 clusters Score -298470.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -298528.375000 Penalty: 4212.275391
	Iteration 11Q: 3 clusters Score -298528.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -298578.750000 Penalty: 4212.275391
	Iteration 12Q: 3 clusters Score -298578.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -298630.375000 Penalty: 4212.275391
	Iteration 13Q: 3 clusters Score -298630.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -298674.875000 Penalty: 4212.275391
	Iteration 14Q: 3 clusters Score -298674.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -298729.843750 Penalty: 4212.275391
	Iteration 15Q: 3 clusters Score -298729.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -298785.656250 Penalty: 4212.275391
	Iteration 16Q: 3 clusters Score -298785.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -298834.125000 Penalty: 4212.275391
	Iteration 17Q: 3 clusters Score -298834.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -298885.406250 Penalty: 4212.275391
	Iteration 18Q: 3 clusters Score -298885.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -298928.593750 Penalty: 4212.275391
	Iteration 19Q: 3 clusters Score -298928.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -298961.000000 Penalty: 4212.275391
	Iteration 20F: 3 clusters Score -298961 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -298989.156250 Penalty: 4212.275391
	Iteration 21Q: 3 clusters Score -298989.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -299021.718750 Penalty: 4212.275391
	Iteration 22Q: 3 clusters Score -299021.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -299045.687500 Penalty: 4212.275391
	Iteration 23Q: 3 clusters Score -299045.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -299068.125000 Penalty: 4212.275391
	Iteration 24Q: 3 clusters Score -299068.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -299088.968750 Penalty: 4212.275391
	Iteration 25Q: 3 clusters Score -299089 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -299106.687500 Penalty: 4212.275391
	Iteration 26Q: 3 clusters Score -299106.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -299116.312500 Penalty: 4212.275391
	Iteration 27Q: 3 clusters Score -299116.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -299122.812500 Penalty: 4212.275391
	Iteration 28Q: 3 clusters Score -299122.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -299128.375000 Penalty: 4212.275391
	Iteration 29Q: 3 clusters Score -299128.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -299132.750000 Penalty: 4212.275391
	Iteration 30Q: 3 clusters Score -299132.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -299134.812500 Penalty: 4212.275391
	Iteration 31Q: 3 clusters Score -299134.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -299136.218750 Penalty: 4212.275391
	Iteration 32Q: 3 clusters Score -299136.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -299138.718750 Penalty: 4212.275391
	Iteration 33Q: 3 clusters Score -299138.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -299140.937500 Penalty: 4212.275391
	Iteration 34Q: 3 clusters Score -299140.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -299144.062500 Penalty: 4212.275391
	Iteration 35Q: 3 clusters Score -299144.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -299146.406250 Penalty: 4212.275391
	Iteration 36Q: 3 clusters Score -299146.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -299148.031250 Penalty: 4212.275391
	Iteration 37Q: 3 clusters Score -299148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -299149.687500 Penalty: 4212.275391
	Iteration 38Q: 3 clusters Score -299149.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -299150.125000 Penalty: 4212.275391
	Iteration 39Q: 3 clusters Score -299150.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -299150.125000 Penalty: 4212.275391
	Iteration 40F: 3 clusters Score -299150.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -299150.968750 Penalty: 4212.275391
	Iteration 41Q: 3 clusters Score -299151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -299150.968750 Penalty: 4212.275391
	Iteration 42F: 3 clusters Score -299151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (354614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354614 members 
Entering Unmasked Estep 
Score: -26546284.000000 Penalty: 3169.138672
	Iteration 0F: 2 clusters Score -2.654628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177428 members 
Mstep: Class 2 contains 177186 members 
Entering Unmasked Estep 
Score: -26307414.000000 Penalty: 6338.277344
	Iteration 0F: 3 clusters Score -2.630741e+07 nChanged 172065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180233 members 
Mstep: Class 2 contains 174381 members 
Entering Unmasked Estep 
Score: -26408266.000000 Penalty: 6338.277344
	Iteration 1F: 3 clusters Score -2.640827e+07 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182586 members 
Mstep: Class 2 contains 172028 members 
Entering Unmasked Estep 
Score: -26409200.000000 Penalty: 6338.277344
	Iteration 2Q: 3 clusters Score -2.64092e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186472 members 
Mstep: Class 2 contains 168142 members 
Entering Unmasked Estep 
Score: -26410306.000000 Penalty: 6338.277344
	Iteration 3Q: 3 clusters Score -2.641031e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192647 members 
Mstep: Class 2 contains 161967 members 
Entering Unmasked Estep 
Score: -26412142.000000 Penalty: 6338.277344
	Iteration 4Q: 3 clusters Score -2.641214e+07 nChanged 11142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202295 members 
Mstep: Class 2 contains 152319 members 
Entering Unmasked Estep 
Score: -26415290.000000 Penalty: 6338.277344
	Iteration 5Q: 3 clusters Score -2.641529e+07 nChanged 15611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217172 members 
Mstep: Class 2 contains 137442 members 
Entering Unmasked Estep 
Score: -26422042.000000 Penalty: 6338.277344
	Iteration 6Q: 3 clusters Score -2.642204e+07 nChanged 22454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239300 members 
Mstep: Class 2 contains 115314 members 
Entering Unmasked Estep 
Score: -26435324.000000 Penalty: 6338.277344
	Iteration 7F: 3 clusters Score -2.643532e+07 nChanged 30213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269405 members 
Mstep: Class 2 contains 85209 members 
Entering Unmasked Estep 
Score: -26459394.000000 Penalty: 6338.277344
	Iteration 8F: 3 clusters Score -2.645939e+07 nChanged 34218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303597 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
Score: -26491892.000000 Penalty: 6338.277344
	Iteration 9F: 3 clusters Score -2.649189e+07 nChanged 28482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332075 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -26521342.000000 Penalty: 6338.277344
	Iteration 10F: 3 clusters Score -2.652134e+07 nChanged 15432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347507 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -26536738.000000 Penalty: 6338.277344
	Iteration 11Q: 3 clusters Score -2.653674e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352808 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -26541720.000000 Penalty: 6338.277344
	Iteration 12Q: 3 clusters Score -2.654172e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354096 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -26542940.000000 Penalty: 6338.277344
	Iteration 13Q: 3 clusters Score -2.654294e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354331 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -26543230.000000 Penalty: 6338.277344
	Iteration 14Q: 3 clusters Score -2.654323e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354380 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -26543330.000000 Penalty: 6338.277344
	Iteration 15Q: 3 clusters Score -2.654333e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354401 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26543350.000000 Penalty: 6338.277344
	Iteration 16Q: 3 clusters Score -2.654335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354405 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26543380.000000 Penalty: 6338.277344
	Iteration 17Q: 3 clusters Score -2.654338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354411 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26543400.000000 Penalty: 6338.277344
	Iteration 18Q: 3 clusters Score -2.65434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354415 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26543436.000000 Penalty: 6338.277344
	Iteration 19Q: 3 clusters Score -2.654344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354415 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26543440.000000 Penalty: 6338.277344
	Iteration 20F: 3 clusters Score -2.654344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354418 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -26543448.000000 Penalty: 6338.277344
	Iteration 21Q: 3 clusters Score -2.654345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354421 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26543452.000000 Penalty: 6338.277344
	Iteration 22Q: 3 clusters Score -2.654345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354424 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -26543478.000000 Penalty: 6338.277344
	Iteration 23Q: 3 clusters Score -2.654348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354427 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26543492.000000 Penalty: 6338.277344
	Iteration 24Q: 3 clusters Score -2.654349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354430 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26543486.000000 Penalty: 6338.277344
	Iteration 25Q: 3 clusters Score -2.654349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354430 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26543486.000000 Penalty: 6338.277344
	Iteration 26F: 3 clusters Score -2.654349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (9717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Entering Unmasked Estep 
Score: -703778.187500 Penalty: 2277.044678
	Iteration 0F: 2 clusters Score -703778.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -696290.687500 Penalty: 4554.089355
	Iteration 0F: 3 clusters Score -696290.7 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -698457.375000 Penalty: 4554.089355
	Iteration 1F: 3 clusters Score -698457.4 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -698756.062500 Penalty: 4554.089355
	Iteration 2F: 3 clusters Score -698756.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -698986.500000 Penalty: 4554.089355
	Iteration 3Q: 3 clusters Score -698986.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -699186.187500 Penalty: 4554.089355
	Iteration 4Q: 3 clusters Score -699186.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -699375.312500 Penalty: 4554.089355
	Iteration 5Q: 3 clusters Score -699375.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -699519.250000 Penalty: 4554.089355
	Iteration 6Q: 3 clusters Score -699519.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -699654.812500 Penalty: 4554.089355
	Iteration 7Q: 3 clusters Score -699654.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -699792.500000 Penalty: 4554.089355
	Iteration 8Q: 3 clusters Score -699792.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -699937.125000 Penalty: 4554.089355
	Iteration 9Q: 3 clusters Score -699937.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -700125.250000 Penalty: 4554.089355
	Iteration 10Q: 3 clusters Score -700125.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -700386.125000 Penalty: 4554.089355
	Iteration 11Q: 3 clusters Score -700386.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -700691.750000 Penalty: 4554.089355
	Iteration 12Q: 3 clusters Score -700691.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -701012.500000 Penalty: 4554.089355
	Iteration 13Q: 3 clusters Score -701012.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -701273.562500 Penalty: 4554.089355
	Iteration 14Q: 3 clusters Score -701273.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -701466.750000 Penalty: 4554.089355
	Iteration 15Q: 3 clusters Score -701466.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -701605.687500 Penalty: 4554.089355
	Iteration 16Q: 3 clusters Score -701605.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -701739.562500 Penalty: 4554.089355
	Iteration 17Q: 3 clusters Score -701739.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -701849.875000 Penalty: 4554.089355
	Iteration 18Q: 3 clusters Score -701849.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -701935.500000 Penalty: 4554.089355
	Iteration 19Q: 3 clusters Score -701935.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -702023.687500 Penalty: 4554.089355
	Iteration 20F: 3 clusters Score -702023.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -702132.375000 Penalty: 4554.089355
	Iteration 21Q: 3 clusters Score -702132.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -702225.500000 Penalty: 4554.089355
	Iteration 22Q: 3 clusters Score -702225.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -702299.375000 Penalty: 4554.089355
	Iteration 23Q: 3 clusters Score -702299.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -702365.562500 Penalty: 4554.089355
	Iteration 24Q: 3 clusters Score -702365.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -702436.437500 Penalty: 4554.089355
	Iteration 25Q: 3 clusters Score -702436.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -702501.437500 Penalty: 4554.089355
	Iteration 26Q: 3 clusters Score -702501.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -702555.312500 Penalty: 4554.089355
	Iteration 27Q: 3 clusters Score -702555.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -702591.937500 Penalty: 4554.089355
	Iteration 28Q: 3 clusters Score -702591.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -702612.750000 Penalty: 4554.089355
	Iteration 29Q: 3 clusters Score -702612.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -702630.875000 Penalty: 4554.089355
	Iteration 30Q: 3 clusters Score -702630.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -702638.375000 Penalty: 4554.089355
	Iteration 31Q: 3 clusters Score -702638.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -702641.500000 Penalty: 4554.089355
	Iteration 32Q: 3 clusters Score -702641.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -702645.875000 Penalty: 4554.089355
	Iteration 33Q: 3 clusters Score -702645.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -702655.375000 Penalty: 4554.089355
	Iteration 34Q: 3 clusters Score -702655.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -702659.375000 Penalty: 4554.089355
	Iteration 35Q: 3 clusters Score -702659.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -702665.625000 Penalty: 4554.089355
	Iteration 36Q: 3 clusters Score -702665.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -702668.312500 Penalty: 4554.089355
	Iteration 37Q: 3 clusters Score -702668.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -702669.250000 Penalty: 4554.089355
	Iteration 38Q: 3 clusters Score -702669.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -702672.250000 Penalty: 4554.089355
	Iteration 39Q: 3 clusters Score -702672.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -702674.500000 Penalty: 4554.089355
	Iteration 40F: 3 clusters Score -702674.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -702673.375000 Penalty: 4554.089355
	Iteration 41Q: 3 clusters Score -702673.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -702676.062500 Penalty: 4554.089355
	Iteration 42Q: 3 clusters Score -702676.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -702679.937500 Penalty: 4554.089355
	Iteration 43Q: 3 clusters Score -702679.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -702680.562500 Penalty: 4554.089355
	Iteration 44Q: 3 clusters Score -702680.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -702682.125000 Penalty: 4554.089355
	Iteration 45Q: 3 clusters Score -702682.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -702681.812500 Penalty: 4554.089355
	Iteration 46Q: 3 clusters Score -702681.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -702682.562500 Penalty: 4554.089355
	Iteration 47Q: 3 clusters Score -702682.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -702682.562500 Penalty: 4554.089355
	Iteration 48F: 3 clusters Score -702682.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -42358.175781 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -42358.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -40733.019531 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -40733.02 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -40914.214844 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -40914.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40969.605469 Penalty: 3186.735107
	Iteration 2Q: 3 clusters Score -40969.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40979.695312 Penalty: 3186.735107
	Iteration 3Q: 3 clusters Score -40979.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -40986.296875 Penalty: 3186.735107
	Iteration 4Q: 3 clusters Score -40986.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -40995.324219 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -40995.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -41007.960938 Penalty: 3186.735107
	Iteration 6Q: 3 clusters Score -41007.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -41009.839844 Penalty: 3186.735107
	Iteration 7Q: 3 clusters Score -41009.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -41009.839844 Penalty: 3186.735107
	Iteration 8F: 3 clusters Score -41009.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7341 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130426 members 
Mstep: Class 5 contains 26402 members 
Mstep: Class 6 contains 54482 members 
Mstep: Class 7 contains 27154 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205202 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 11 contains 81298 members 
Mstep: Class 12 contains 24418 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46419 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6760 members 
Mstep: Class 18 contains 206890 members 
Mstep: Class 19 contains 24639 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5733 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4847 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18202 members 
Mstep: Class 27 contains 13908 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7536 members 
Mstep: Class 36 contains 7260 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3606 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2639 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4878 members 
Mstep: Class 47 contains 354614 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297832.000000 Penalty: 172113.140625
Iteration 279Q: 50 clusters Score -1.022978e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7341 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130426 members 
Mstep: Class 5 contains 26396 members 
Mstep: Class 6 contains 54482 members 
Mstep: Class 7 contains 27155 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205207 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 11 contains 81302 members 
Mstep: Class 12 contains 24423 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46416 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206890 members 
Mstep: Class 19 contains 24648 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5733 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28543 members 
Mstep: Class 24 contains 4848 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18202 members 
Mstep: Class 27 contains 13908 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7536 members 
Mstep: Class 36 contains 7260 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3606 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2639 members 
Mstep: Class 41 contains 12713 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4878 members 
Mstep: Class 47 contains 354597 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297832.000000 Penalty: 172113.140625
Iteration 280F: 50 clusters Score -1.022978e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7342 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130426 members 
Mstep: Class 5 contains 26398 members 
Mstep: Class 6 contains 54481 members 
Mstep: Class 7 contains 27157 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205202 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 11 contains 81304 members 
Mstep: Class 12 contains 24424 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46416 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206890 members 
Mstep: Class 19 contains 24660 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5735 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28543 members 
Mstep: Class 24 contains 4850 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18202 members 
Mstep: Class 27 contains 13908 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7536 members 
Mstep: Class 36 contains 7259 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3606 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12711 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4878 members 
Mstep: Class 47 contains 354581 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297808.000000 Penalty: 172113.140625
Iteration 281Q: 50 clusters Score -1.022978e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7341 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130426 members 
Mstep: Class 5 contains 26396 members 
Mstep: Class 6 contains 54481 members 
Mstep: Class 7 contains 27159 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205209 members 
Mstep: Class 10 contains 9369 members 
Mstep: Class 11 contains 81304 members 
Mstep: Class 12 contains 24422 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46417 members 
Mstep: Class 16 contains 3141 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206890 members 
Mstep: Class 19 contains 24667 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5738 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18202 members 
Mstep: Class 27 contains 13908 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7536 members 
Mstep: Class 36 contains 7259 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3606 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12711 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4878 members 
Mstep: Class 47 contains 354565 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297736.000000 Penalty: 172113.140625
Iteration 282Q: 50 clusters Score -1.022977e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7340 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130428 members 
Mstep: Class 5 contains 26395 members 
Mstep: Class 6 contains 54481 members 
Mstep: Class 7 contains 27159 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205212 members 
Mstep: Class 10 contains 9367 members 
Mstep: Class 11 contains 81304 members 
Mstep: Class 12 contains 24423 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46413 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206891 members 
Mstep: Class 19 contains 24674 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5738 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28545 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18202 members 
Mstep: Class 27 contains 13908 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7536 members 
Mstep: Class 36 contains 7261 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12711 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354553 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297712.000000 Penalty: 172113.140625
Iteration 283Q: 50 clusters Score -1.022977e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130427 members 
Mstep: Class 5 contains 26395 members 
Mstep: Class 6 contains 54479 members 
Mstep: Class 7 contains 27158 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205216 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81304 members 
Mstep: Class 12 contains 24427 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46411 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206891 members 
Mstep: Class 19 contains 24683 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5738 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28545 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18202 members 
Mstep: Class 27 contains 13908 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7536 members 
Mstep: Class 36 contains 7262 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12711 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354541 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297704.000000 Penalty: 172113.140625
Iteration 284Q: 50 clusters Score -1.022977e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130427 members 
Mstep: Class 5 contains 26395 members 
Mstep: Class 6 contains 54477 members 
Mstep: Class 7 contains 27158 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205225 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81305 members 
Mstep: Class 12 contains 24427 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46409 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206892 members 
Mstep: Class 19 contains 24697 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5738 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28545 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18202 members 
Mstep: Class 27 contains 13908 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7536 members 
Mstep: Class 36 contains 7262 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12711 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354520 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297712.000000 Penalty: 172113.140625
Iteration 285Q: 50 clusters Score -1.022977e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130427 members 
Mstep: Class 5 contains 26395 members 
Mstep: Class 6 contains 54477 members 
Mstep: Class 7 contains 27158 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205236 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81308 members 
Mstep: Class 12 contains 24427 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46406 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206892 members 
Mstep: Class 19 contains 24707 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5738 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28545 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18202 members 
Mstep: Class 27 contains 13908 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7536 members 
Mstep: Class 36 contains 7261 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12711 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354500 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297680.000000 Penalty: 172113.140625
Iteration 286Q: 50 clusters Score -1.022977e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130429 members 
Mstep: Class 5 contains 26395 members 
Mstep: Class 6 contains 54476 members 
Mstep: Class 7 contains 27158 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205243 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81308 members 
Mstep: Class 12 contains 24427 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46404 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206892 members 
Mstep: Class 19 contains 24717 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5738 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18202 members 
Mstep: Class 27 contains 13908 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7536 members 
Mstep: Class 36 contains 7262 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12712 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354483 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297768.000000 Penalty: 172113.140625
Iteration 287Q: 50 clusters Score -1.022978e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130430 members 
Mstep: Class 5 contains 26395 members 
Mstep: Class 6 contains 54477 members 
Mstep: Class 7 contains 27160 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205249 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81308 members 
Mstep: Class 12 contains 24427 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46399 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206892 members 
Mstep: Class 19 contains 24727 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5738 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18202 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7536 members 
Mstep: Class 36 contains 7263 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12712 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354468 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297712.000000 Penalty: 172113.140625
Iteration 288Q: 50 clusters Score -1.022977e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130431 members 
Mstep: Class 5 contains 26395 members 
Mstep: Class 6 contains 54477 members 
Mstep: Class 7 contains 27161 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205252 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81306 members 
Mstep: Class 12 contains 24428 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46397 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206892 members 
Mstep: Class 19 contains 24731 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5738 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18202 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7536 members 
Mstep: Class 36 contains 7263 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12712 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354462 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297744.000000 Penalty: 172113.140625
Iteration 289Q: 50 clusters Score -1.022977e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7340 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130434 members 
Mstep: Class 5 contains 26396 members 
Mstep: Class 6 contains 54477 members 
Mstep: Class 7 contains 27161 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205252 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81306 members 
Mstep: Class 12 contains 24429 members 
Mstep: Class 13 contains 10502 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46395 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206892 members 
Mstep: Class 19 contains 24736 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5738 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18202 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7536 members 
Mstep: Class 36 contains 7263 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12713 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354452 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297728.000000 Penalty: 172113.140625
Iteration 290Q: 50 clusters Score -1.022977e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7341 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130433 members 
Mstep: Class 5 contains 26396 members 
Mstep: Class 6 contains 54477 members 
Mstep: Class 7 contains 27161 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205254 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81306 members 
Mstep: Class 12 contains 24430 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46395 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206891 members 
Mstep: Class 19 contains 24743 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5738 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18202 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7536 members 
Mstep: Class 36 contains 7263 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354442 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297752.000000 Penalty: 172113.140625
Iteration 291Q: 50 clusters Score -1.022978e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7341 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130435 members 
Mstep: Class 5 contains 26395 members 
Mstep: Class 6 contains 54477 members 
Mstep: Class 7 contains 27161 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205259 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81306 members 
Mstep: Class 12 contains 24429 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46394 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206891 members 
Mstep: Class 19 contains 24748 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5739 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18202 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7536 members 
Mstep: Class 36 contains 7263 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354432 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297720.000000 Penalty: 172113.140625
Iteration 292Q: 50 clusters Score -1.022977e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7340 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130436 members 
Mstep: Class 5 contains 26396 members 
Mstep: Class 6 contains 54476 members 
Mstep: Class 7 contains 27161 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205263 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81307 members 
Mstep: Class 12 contains 24428 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46395 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206891 members 
Mstep: Class 19 contains 24748 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5740 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18202 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7536 members 
Mstep: Class 36 contains 7264 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354425 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297712.000000 Penalty: 172113.140625
Iteration 293Q: 50 clusters Score -1.022977e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130437 members 
Mstep: Class 5 contains 26395 members 
Mstep: Class 6 contains 54476 members 
Mstep: Class 7 contains 27161 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205265 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81306 members 
Mstep: Class 12 contains 24429 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46396 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206891 members 
Mstep: Class 19 contains 24750 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5739 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18202 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 10056 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7536 members 
Mstep: Class 36 contains 7264 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354421 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297760.000000 Penalty: 172113.140625
Iteration 294Q: 50 clusters Score -1.022978e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130436 members 
Mstep: Class 5 contains 26394 members 
Mstep: Class 6 contains 54477 members 
Mstep: Class 7 contains 27161 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205268 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81305 members 
Mstep: Class 12 contains 24428 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46398 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206891 members 
Mstep: Class 19 contains 24750 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5737 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 10057 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7536 members 
Mstep: Class 36 contains 7264 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354419 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297744.000000 Penalty: 172113.140625
Iteration 295Q: 50 clusters Score -1.022977e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130436 members 
Mstep: Class 5 contains 26395 members 
Mstep: Class 6 contains 54478 members 
Mstep: Class 7 contains 27159 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205265 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81304 members 
Mstep: Class 12 contains 24429 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46399 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206891 members 
Mstep: Class 19 contains 24750 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5736 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 10060 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7536 members 
Mstep: Class 36 contains 7264 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354419 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297728.000000 Penalty: 172113.140625
Iteration 296Q: 50 clusters Score -1.022977e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130436 members 
Mstep: Class 5 contains 26395 members 
Mstep: Class 6 contains 54476 members 
Mstep: Class 7 contains 27158 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205265 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81304 members 
Mstep: Class 12 contains 24430 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46398 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206891 members 
Mstep: Class 19 contains 24750 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5735 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 10064 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7536 members 
Mstep: Class 36 contains 7264 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354419 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297712.000000 Penalty: 172113.140625
Iteration 297Q: 50 clusters Score -1.022977e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130436 members 
Mstep: Class 5 contains 26395 members 
Mstep: Class 6 contains 54474 members 
Mstep: Class 7 contains 27158 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205265 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81304 members 
Mstep: Class 12 contains 24431 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46398 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206891 members 
Mstep: Class 19 contains 24750 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5735 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7535 members 
Mstep: Class 36 contains 7264 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354420 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297688.000000 Penalty: 172113.140625
Iteration 298Q: 50 clusters Score -1.022977e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130436 members 
Mstep: Class 5 contains 26395 members 
Mstep: Class 6 contains 54474 members 
Mstep: Class 7 contains 27158 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205266 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81304 members 
Mstep: Class 12 contains 24432 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46396 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206891 members 
Mstep: Class 19 contains 24750 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5735 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7535 members 
Mstep: Class 36 contains 7264 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354420 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297704.000000 Penalty: 172113.140625
Iteration 299Q: 50 clusters Score -1.022977e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130437 members 
Mstep: Class 5 contains 26395 members 
Mstep: Class 6 contains 54474 members 
Mstep: Class 7 contains 27158 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205268 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81304 members 
Mstep: Class 12 contains 24433 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46391 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206891 members 
Mstep: Class 19 contains 24750 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5735 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7535 members 
Mstep: Class 36 contains 7264 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354421 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297672.000000 Penalty: 172113.140625
Iteration 300F: 50 clusters Score -1.022977e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130436 members 
Mstep: Class 5 contains 26395 members 
Mstep: Class 6 contains 54475 members 
Mstep: Class 7 contains 27159 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205266 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81304 members 
Mstep: Class 12 contains 24433 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46391 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206891 members 
Mstep: Class 19 contains 24750 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5735 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7535 members 
Mstep: Class 36 contains 7264 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354422 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297704.000000 Penalty: 172113.140625
Iteration 301Q: 50 clusters Score -1.022977e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130435 members 
Mstep: Class 5 contains 26395 members 
Mstep: Class 6 contains 54476 members 
Mstep: Class 7 contains 27160 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205266 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81303 members 
Mstep: Class 12 contains 24434 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46390 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206891 members 
Mstep: Class 19 contains 24750 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5735 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7535 members 
Mstep: Class 36 contains 7264 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354422 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297696.000000 Penalty: 172113.140625
Iteration 302Q: 50 clusters Score -1.022977e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130435 members 
Mstep: Class 5 contains 26395 members 
Mstep: Class 6 contains 54477 members 
Mstep: Class 7 contains 27160 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205267 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81302 members 
Mstep: Class 12 contains 24435 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46388 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206891 members 
Mstep: Class 19 contains 24750 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5735 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7535 members 
Mstep: Class 36 contains 7264 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354422 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297672.000000 Penalty: 172113.140625
Iteration 303Q: 50 clusters Score -1.022977e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130434 members 
Mstep: Class 5 contains 26395 members 
Mstep: Class 6 contains 54478 members 
Mstep: Class 7 contains 27160 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205269 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81302 members 
Mstep: Class 12 contains 24435 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46386 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206892 members 
Mstep: Class 19 contains 24750 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5735 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7535 members 
Mstep: Class 36 contains 7264 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354421 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297704.000000 Penalty: 172113.140625
Iteration 304Q: 50 clusters Score -1.022977e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130434 members 
Mstep: Class 5 contains 26394 members 
Mstep: Class 6 contains 54478 members 
Mstep: Class 7 contains 27160 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205270 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81301 members 
Mstep: Class 12 contains 24435 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46388 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206892 members 
Mstep: Class 19 contains 24750 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5735 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7535 members 
Mstep: Class 36 contains 7264 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354420 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297704.000000 Penalty: 172113.140625
Iteration 305Q: 50 clusters Score -1.022977e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130434 members 
Mstep: Class 5 contains 26392 members 
Mstep: Class 6 contains 54478 members 
Mstep: Class 7 contains 27160 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205272 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81301 members 
Mstep: Class 12 contains 24435 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46392 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206892 members 
Mstep: Class 19 contains 24750 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7535 members 
Mstep: Class 36 contains 7264 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354417 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297672.000000 Penalty: 172113.140625
Iteration 306Q: 50 clusters Score -1.022977e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130434 members 
Mstep: Class 5 contains 26392 members 
Mstep: Class 6 contains 54478 members 
Mstep: Class 7 contains 27160 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205273 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81299 members 
Mstep: Class 12 contains 24435 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46394 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206892 members 
Mstep: Class 19 contains 24750 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7535 members 
Mstep: Class 36 contains 7264 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354416 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297680.000000 Penalty: 172113.140625
Iteration 307Q: 50 clusters Score -1.022977e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130434 members 
Mstep: Class 5 contains 26392 members 
Mstep: Class 6 contains 54478 members 
Mstep: Class 7 contains 27160 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205274 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81298 members 
Mstep: Class 12 contains 24435 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46394 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206892 members 
Mstep: Class 19 contains 24750 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7535 members 
Mstep: Class 36 contains 7264 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354416 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297680.000000 Penalty: 172113.140625
Iteration 308Q: 50 clusters Score -1.022977e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130434 members 
Mstep: Class 5 contains 26392 members 
Mstep: Class 6 contains 54478 members 
Mstep: Class 7 contains 27160 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205275 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81298 members 
Mstep: Class 12 contains 24435 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46394 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206892 members 
Mstep: Class 19 contains 24750 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7535 members 
Mstep: Class 36 contains 7264 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354415 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297672.000000 Penalty: 172113.140625
Iteration 309Q: 50 clusters Score -1.022977e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130434 members 
Mstep: Class 5 contains 26392 members 
Mstep: Class 6 contains 54478 members 
Mstep: Class 7 contains 27160 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205276 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81298 members 
Mstep: Class 12 contains 24435 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46394 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206892 members 
Mstep: Class 19 contains 24750 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7535 members 
Mstep: Class 36 contains 7264 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354414 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297688.000000 Penalty: 172113.140625
Iteration 310Q: 50 clusters Score -1.022977e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130434 members 
Mstep: Class 5 contains 26392 members 
Mstep: Class 6 contains 54478 members 
Mstep: Class 7 contains 27160 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205276 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81298 members 
Mstep: Class 12 contains 24435 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46394 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206892 members 
Mstep: Class 19 contains 24750 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7535 members 
Mstep: Class 36 contains 7264 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354414 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297688.000000 Penalty: 172113.140625
Iteration 311F: 50 clusters Score -1.022977e+08 nChanged 0
Entering ConstructFrom: 
Score: -102297688.000000 Penalty: 172113.140625
Entering ConstructFrom: 
Trying to split cluster 1 (2150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Entering Unmasked Estep 
Score: -151017.812500 Penalty: 1902.959351
	Iteration 0F: 2 clusters Score -151017.8 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 1070 members 
Entering Unmasked Estep 
Score: -148303.250000 Penalty: 3805.918701
	Iteration 0F: 3 clusters Score -148303.2 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -149104.984375 Penalty: 3805.918701
	Iteration 1F: 3 clusters Score -149105 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -149663.062500 Penalty: 3805.918701
	Iteration 2F: 3 clusters Score -149663.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -150007.000000 Penalty: 3805.918701
	Iteration 3F: 3 clusters Score -150007 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -150222.812500 Penalty: 3805.918701
	Iteration 4F: 3 clusters Score -150222.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -150367.750000 Penalty: 3805.918701
	Iteration 5Q: 3 clusters Score -150367.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -150452.296875 Penalty: 3805.918701
	Iteration 6Q: 3 clusters Score -150452.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -150512.703125 Penalty: 3805.918701
	Iteration 7Q: 3 clusters Score -150512.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -150549.812500 Penalty: 3805.918701
	Iteration 8Q: 3 clusters Score -150549.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -150576.421875 Penalty: 3805.918701
	Iteration 9Q: 3 clusters Score -150576.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -150592.203125 Penalty: 3805.918701
	Iteration 10Q: 3 clusters Score -150592.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -150609.906250 Penalty: 3805.918701
	Iteration 11Q: 3 clusters Score -150609.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -150622.546875 Penalty: 3805.918701
	Iteration 12Q: 3 clusters Score -150622.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -150635.828125 Penalty: 3805.918701
	Iteration 13Q: 3 clusters Score -150635.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -150647.828125 Penalty: 3805.918701
	Iteration 14Q: 3 clusters Score -150647.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -150657.687500 Penalty: 3805.918701
	Iteration 15Q: 3 clusters Score -150657.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -150668.890625 Penalty: 3805.918701
	Iteration 16Q: 3 clusters Score -150668.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -150684.171875 Penalty: 3805.918701
	Iteration 17Q: 3 clusters Score -150684.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -150700.187500 Penalty: 3805.918701
	Iteration 18Q: 3 clusters Score -150700.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -150718.531250 Penalty: 3805.918701
	Iteration 19Q: 3 clusters Score -150718.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -150730.265625 Penalty: 3805.918701
	Iteration 20F: 3 clusters Score -150730.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -150734.718750 Penalty: 3805.918701
	Iteration 21Q: 3 clusters Score -150734.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -150735.703125 Penalty: 3805.918701
	Iteration 22Q: 3 clusters Score -150735.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -150740.937500 Penalty: 3805.918701
	Iteration 23Q: 3 clusters Score -150740.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -150751.687500 Penalty: 3805.918701
	Iteration 24Q: 3 clusters Score -150751.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -150756.250000 Penalty: 3805.918701
	Iteration 25Q: 3 clusters Score -150756.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -150756.250000 Penalty: 3805.918701
	Iteration 26F: 3 clusters Score -150756.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Entering Unmasked Estep 
Score: -569962.937500 Penalty: 2207.437500
	Iteration 0F: 2 clusters Score -569962.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -563948.625000 Penalty: 4414.875000
	Iteration 0F: 3 clusters Score -563948.6 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -565533.062500 Penalty: 4414.875000
	Iteration 1F: 3 clusters Score -565533.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -565801.125000 Penalty: 4414.875000
	Iteration 2F: 3 clusters Score -565801.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -565962.500000 Penalty: 4414.875000
	Iteration 3F: 3 clusters Score -565962.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -566051.437500 Penalty: 4414.875000
	Iteration 4Q: 3 clusters Score -566051.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -566107.875000 Penalty: 4414.875000
	Iteration 5Q: 3 clusters Score -566107.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -566150.937500 Penalty: 4414.875000
	Iteration 6Q: 3 clusters Score -566150.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -566183.500000 Penalty: 4414.875000
	Iteration 7Q: 3 clusters Score -566183.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -566216.750000 Penalty: 4414.875000
	Iteration 8Q: 3 clusters Score -566216.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -566249.562500 Penalty: 4414.875000
	Iteration 9Q: 3 clusters Score -566249.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -566278.250000 Penalty: 4414.875000
	Iteration 10Q: 3 clusters Score -566278.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -566314.125000 Penalty: 4414.875000
	Iteration 11Q: 3 clusters Score -566314.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -566350.750000 Penalty: 4414.875000
	Iteration 12Q: 3 clusters Score -566350.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -566389.500000 Penalty: 4414.875000
	Iteration 13Q: 3 clusters Score -566389.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -566429.312500 Penalty: 4414.875000
	Iteration 14Q: 3 clusters Score -566429.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -566475.625000 Penalty: 4414.875000
	Iteration 15Q: 3 clusters Score -566475.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -566524.875000 Penalty: 4414.875000
	Iteration 16Q: 3 clusters Score -566524.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -566595.562500 Penalty: 4414.875000
	Iteration 17Q: 3 clusters Score -566595.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -566679.437500 Penalty: 4414.875000
	Iteration 18Q: 3 clusters Score -566679.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -566770.937500 Penalty: 4414.875000
	Iteration 19Q: 3 clusters Score -566770.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -566863.125000 Penalty: 4414.875000
	Iteration 20F: 3 clusters Score -566863.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -566970.750000 Penalty: 4414.875000
	Iteration 21Q: 3 clusters Score -566970.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -567079.062500 Penalty: 4414.875000
	Iteration 22Q: 3 clusters Score -567079.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -567196.812500 Penalty: 4414.875000
	Iteration 23Q: 3 clusters Score -567196.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -567312.500000 Penalty: 4414.875000
	Iteration 24Q: 3 clusters Score -567312.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -567413.625000 Penalty: 4414.875000
	Iteration 25Q: 3 clusters Score -567413.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -567494.312500 Penalty: 4414.875000
	Iteration 26Q: 3 clusters Score -567494.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -567593.000000 Penalty: 4414.875000
	Iteration 27Q: 3 clusters Score -567593 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -567698.875000 Penalty: 4414.875000
	Iteration 28Q: 3 clusters Score -567698.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -567799.562500 Penalty: 4414.875000
	Iteration 29Q: 3 clusters Score -567799.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -567889.375000 Penalty: 4414.875000
	Iteration 30Q: 3 clusters Score -567889.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -567955.250000 Penalty: 4414.875000
	Iteration 31Q: 3 clusters Score -567955.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -568005.812500 Penalty: 4414.875000
	Iteration 32Q: 3 clusters Score -568005.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -568041.000000 Penalty: 4414.875000
	Iteration 33Q: 3 clusters Score -568041 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -568065.375000 Penalty: 4414.875000
	Iteration 34Q: 3 clusters Score -568065.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -568091.250000 Penalty: 4414.875000
	Iteration 35Q: 3 clusters Score -568091.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -568112.625000 Penalty: 4414.875000
	Iteration 36Q: 3 clusters Score -568112.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -568127.937500 Penalty: 4414.875000
	Iteration 37Q: 3 clusters Score -568127.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -568138.312500 Penalty: 4414.875000
	Iteration 38Q: 3 clusters Score -568138.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -568142.625000 Penalty: 4414.875000
	Iteration 39Q: 3 clusters Score -568142.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -568151.500000 Penalty: 4414.875000
	Iteration 40F: 3 clusters Score -568151.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -568158.312500 Penalty: 4414.875000
	Iteration 41Q: 3 clusters Score -568158.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -568164.437500 Penalty: 4414.875000
	Iteration 42Q: 3 clusters Score -568164.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -568170.437500 Penalty: 4414.875000
	Iteration 43Q: 3 clusters Score -568170.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -568175.500000 Penalty: 4414.875000
	Iteration 44Q: 3 clusters Score -568175.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -568179.500000 Penalty: 4414.875000
	Iteration 45Q: 3 clusters Score -568179.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -568183.937500 Penalty: 4414.875000
	Iteration 46Q: 3 clusters Score -568183.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -568185.062500 Penalty: 4414.875000
	Iteration 47Q: 3 clusters Score -568185.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -568185.875000 Penalty: 4414.875000
	Iteration 48Q: 3 clusters Score -568185.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -568186.875000 Penalty: 4414.875000
	Iteration 49Q: 3 clusters Score -568186.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -568187.000000 Penalty: 4414.875000
	Iteration 50Q: 3 clusters Score -568187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -568187.000000 Penalty: 4414.875000
	Iteration 51Q: 3 clusters Score -568187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -568188.000000 Penalty: 4414.875000
	Iteration 52Q: 3 clusters Score -568188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -568190.562500 Penalty: 4414.875000
	Iteration 53Q: 3 clusters Score -568190.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -568191.750000 Penalty: 4414.875000
	Iteration 54Q: 3 clusters Score -568191.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -568192.312500 Penalty: 4414.875000
	Iteration 55Q: 3 clusters Score -568192.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -568193.375000 Penalty: 4414.875000
	Iteration 56Q: 3 clusters Score -568193.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -568193.375000 Penalty: 4414.875000
	Iteration 57F: 3 clusters Score -568193.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Entering Unmasked Estep 
Score: -106435.156250 Penalty: 1817.289673
	Iteration 0F: 2 clusters Score -106435.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -104149.062500 Penalty: 3634.579346
	Iteration 0F: 3 clusters Score -104149.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -104541.929688 Penalty: 3634.579346
	Iteration 1F: 3 clusters Score -104541.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -104679.593750 Penalty: 3634.579346
	Iteration 2F: 3 clusters Score -104679.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -104760.664062 Penalty: 3634.579346
	Iteration 3Q: 3 clusters Score -104760.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -104807.679688 Penalty: 3634.579346
	Iteration 4Q: 3 clusters Score -104807.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -104837.507812 Penalty: 3634.579346
	Iteration 5Q: 3 clusters Score -104837.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -104852.265625 Penalty: 3634.579346
	Iteration 6Q: 3 clusters Score -104852.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -104860.875000 Penalty: 3634.579346
	Iteration 7Q: 3 clusters Score -104860.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -104870.828125 Penalty: 3634.579346
	Iteration 8Q: 3 clusters Score -104870.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -104881.007812 Penalty: 3634.579346
	Iteration 9Q: 3 clusters Score -104881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -104889.695312 Penalty: 3634.579346
	Iteration 10Q: 3 clusters Score -104889.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -104892.796875 Penalty: 3634.579346
	Iteration 11Q: 3 clusters Score -104892.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -104893.218750 Penalty: 3634.579346
	Iteration 12Q: 3 clusters Score -104893.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -104893.218750 Penalty: 3634.579346
	Iteration 13F: 3 clusters Score -104893.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (130434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130434 members 
Entering Unmasked Estep 
Score: -9964333.000000 Penalty: 2921.098389
	Iteration 0F: 2 clusters Score -9964333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65077 members 
Mstep: Class 2 contains 65357 members 
Entering Unmasked Estep 
Score: -9877166.000000 Penalty: 5842.196777
	Iteration 0F: 3 clusters Score -9877166 nChanged 61798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63529 members 
Mstep: Class 2 contains 66905 members 
Entering Unmasked Estep 
Score: -9913392.000000 Penalty: 5842.196777
	Iteration 1F: 3 clusters Score -9913392 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61995 members 
Mstep: Class 2 contains 68439 members 
Entering Unmasked Estep 
Score: -9915076.000000 Penalty: 5842.196777
	Iteration 2Q: 3 clusters Score -9915076 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59516 members 
Mstep: Class 2 contains 70918 members 
Entering Unmasked Estep 
Score: -9917754.000000 Penalty: 5842.196777
	Iteration 3Q: 3 clusters Score -9917754 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55799 members 
Mstep: Class 2 contains 74635 members 
Entering Unmasked Estep 
Score: -9922087.000000 Penalty: 5842.196777
	Iteration 4F: 3 clusters Score -9922087 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50778 members 
Mstep: Class 2 contains 79656 members 
Entering Unmasked Estep 
Score: -9928152.000000 Penalty: 5842.196777
	Iteration 5F: 3 clusters Score -9928152 nChanged 9550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 85074 members 
Entering Unmasked Estep 
Score: -9935217.000000 Penalty: 5842.196777
	Iteration 6F: 3 clusters Score -9935217 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 89514 members 
Entering Unmasked Estep 
Score: -9942198.000000 Penalty: 5842.196777
	Iteration 7F: 3 clusters Score -9942198 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 92333 members 
Entering Unmasked Estep 
Score: -9948625.000000 Penalty: 5842.196777
	Iteration 8F: 3 clusters Score -9948625 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 93878 members 
Entering Unmasked Estep 
Score: -9952889.000000 Penalty: 5842.196777
	Iteration 9Q: 3 clusters Score -9952889 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 94736 members 
Entering Unmasked Estep 
Score: -9954725.000000 Penalty: 5842.196777
	Iteration 10Q: 3 clusters Score -9954725 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 95334 members 
Entering Unmasked Estep 
Score: -9955401.000000 Penalty: 5842.196777
	Iteration 11Q: 3 clusters Score -9955401 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 95831 members 
Entering Unmasked Estep 
Score: -9955819.000000 Penalty: 5842.196777
	Iteration 12Q: 3 clusters Score -9955819 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 96204 members 
Entering Unmasked Estep 
Score: -9956015.000000 Penalty: 5842.196777
	Iteration 13Q: 3 clusters Score -9956015 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 96488 members 
Entering Unmasked Estep 
Score: -9956229.000000 Penalty: 5842.196777
	Iteration 14Q: 3 clusters Score -9956229 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 96723 members 
Entering Unmasked Estep 
Score: -9956374.000000 Penalty: 5842.196777
	Iteration 15Q: 3 clusters Score -9956374 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 96878 members 
Entering Unmasked Estep 
Score: -9956416.000000 Penalty: 5842.196777
	Iteration 16Q: 3 clusters Score -9956416 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 96999 members 
Entering Unmasked Estep 
Score: -9956487.000000 Penalty: 5842.196777
	Iteration 17Q: 3 clusters Score -9956487 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 97089 members 
Entering Unmasked Estep 
Score: -9956487.000000 Penalty: 5842.196777
	Iteration 18Q: 3 clusters Score -9956487 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 97171 members 
Entering Unmasked Estep 
Score: -9956484.000000 Penalty: 5842.196777
	Iteration 19Q: 3 clusters Score -9956484 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 97249 members 
Entering Unmasked Estep 
Score: -9956500.000000 Penalty: 5842.196777
	Iteration 20F: 3 clusters Score -9956500 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 97306 members 
Entering Unmasked Estep 
Score: -9956519.000000 Penalty: 5842.196777
	Iteration 21Q: 3 clusters Score -9956519 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 97365 members 
Entering Unmasked Estep 
Score: -9956532.000000 Penalty: 5842.196777
	Iteration 22Q: 3 clusters Score -9956532 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 97436 members 
Entering Unmasked Estep 
Score: -9956545.000000 Penalty: 5842.196777
	Iteration 23Q: 3 clusters Score -9956545 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 97501 members 
Entering Unmasked Estep 
Score: -9956540.000000 Penalty: 5842.196777
	Iteration 24Q: 3 clusters Score -9956540 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 97552 members 
Entering Unmasked Estep 
Score: -9956529.000000 Penalty: 5842.196777
	Iteration 25Q: 3 clusters Score -9956529 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 97588 members 
Entering Unmasked Estep 
Score: -9956550.000000 Penalty: 5842.196777
	Iteration 26Q: 3 clusters Score -9956550 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 97620 members 
Entering Unmasked Estep 
Score: -9956563.000000 Penalty: 5842.196777
	Iteration 27Q: 3 clusters Score -9956563 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 97658 members 
Entering Unmasked Estep 
Score: -9956564.000000 Penalty: 5842.196777
	Iteration 28Q: 3 clusters Score -9956564 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 97689 members 
Entering Unmasked Estep 
Score: -9956580.000000 Penalty: 5842.196777
	Iteration 29Q: 3 clusters Score -9956580 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 97717 members 
Entering Unmasked Estep 
Score: -9956582.000000 Penalty: 5842.196777
	Iteration 30Q: 3 clusters Score -9956582 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 97746 members 
Entering Unmasked Estep 
Score: -9956592.000000 Penalty: 5842.196777
	Iteration 31Q: 3 clusters Score -9956592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 97772 members 
Entering Unmasked Estep 
Score: -9956599.000000 Penalty: 5842.196777
	Iteration 32Q: 3 clusters Score -9956599 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 97790 members 
Entering Unmasked Estep 
Score: -9956599.000000 Penalty: 5842.196777
	Iteration 33Q: 3 clusters Score -9956599 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 97809 members 
Entering Unmasked Estep 
Score: -9956609.000000 Penalty: 5842.196777
	Iteration 34Q: 3 clusters Score -9956609 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 97820 members 
Entering Unmasked Estep 
Score: -9956619.000000 Penalty: 5842.196777
	Iteration 35Q: 3 clusters Score -9956619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 97827 members 
Entering Unmasked Estep 
Score: -9956610.000000 Penalty: 5842.196777
	Iteration 36Q: 3 clusters Score -9956610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 97833 members 
Entering Unmasked Estep 
Score: -9956619.000000 Penalty: 5842.196777
	Iteration 37Q: 3 clusters Score -9956619 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 97847 members 
Entering Unmasked Estep 
Score: -9956619.000000 Penalty: 5842.196777
	Iteration 38Q: 3 clusters Score -9956619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 97860 members 
Entering Unmasked Estep 
Score: -9956621.000000 Penalty: 5842.196777
	Iteration 39Q: 3 clusters Score -9956621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 97871 members 
Entering Unmasked Estep 
Score: -9956626.000000 Penalty: 5842.196777
	Iteration 40F: 3 clusters Score -9956626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 97882 members 
Entering Unmasked Estep 
Score: -9956634.000000 Penalty: 5842.196777
	Iteration 41Q: 3 clusters Score -9956634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 97891 members 
Entering Unmasked Estep 
Score: -9956627.000000 Penalty: 5842.196777
	Iteration 42Q: 3 clusters Score -9956627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 97901 members 
Entering Unmasked Estep 
Score: -9956631.000000 Penalty: 5842.196777
	Iteration 43Q: 3 clusters Score -9956631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 97914 members 
Entering Unmasked Estep 
Score: -9956622.000000 Penalty: 5842.196777
	Iteration 44Q: 3 clusters Score -9956622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 97926 members 
Entering Unmasked Estep 
Score: -9956624.000000 Penalty: 5842.196777
	Iteration 45Q: 3 clusters Score -9956624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 97931 members 
Entering Unmasked Estep 
Score: -9956633.000000 Penalty: 5842.196777
	Iteration 46Q: 3 clusters Score -9956633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 97935 members 
Entering Unmasked Estep 
Score: -9956630.000000 Penalty: 5842.196777
	Iteration 47Q: 3 clusters Score -9956630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 97940 members 
Entering Unmasked Estep 
Score: -9956627.000000 Penalty: 5842.196777
	Iteration 48Q: 3 clusters Score -9956627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 97948 members 
Entering Unmasked Estep 
Score: -9956618.000000 Penalty: 5842.196777
	Iteration 49Q: 3 clusters Score -9956618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 97952 members 
Entering Unmasked Estep 
Score: -9956624.000000 Penalty: 5842.196777
	Iteration 50Q: 3 clusters Score -9956624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 97952 members 
Entering Unmasked Estep 
Score: -9956624.000000 Penalty: 5842.196777
	Iteration 51F: 3 clusters Score -9956624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Entering Unmasked Estep 
Score: -2126092.000000 Penalty: 2524.842529
	Iteration 0F: 2 clusters Score -2126092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2107765.250000 Penalty: 5049.685059
	Iteration 0F: 3 clusters Score -2107765 nChanged 11802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2114357.750000 Penalty: 5049.685059
	Iteration 1F: 3 clusters Score -2114358 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2114898.000000 Penalty: 5049.685059
	Iteration 2F: 3 clusters Score -2114898 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2115412.750000 Penalty: 5049.685059
	Iteration 3Q: 3 clusters Score -2115413 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2115897.250000 Penalty: 5049.685059
	Iteration 4Q: 3 clusters Score -2115897 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2116470.750000 Penalty: 5049.685059
	Iteration 5Q: 3 clusters Score -2116471 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2117125.250000 Penalty: 5049.685059
	Iteration 6Q: 3 clusters Score -2117125 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2117915.250000 Penalty: 5049.685059
	Iteration 7Q: 3 clusters Score -2117915 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2118803.250000 Penalty: 5049.685059
	Iteration 8Q: 3 clusters Score -2118803 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2119739.250000 Penalty: 5049.685059
	Iteration 9Q: 3 clusters Score -2119739 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2120528.500000 Penalty: 5049.685059
	Iteration 10Q: 3 clusters Score -2120528 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2121181.750000 Penalty: 5049.685059
	Iteration 11Q: 3 clusters Score -2121182 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -2121631.250000 Penalty: 5049.685059
	Iteration 12Q: 3 clusters Score -2121631 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -2121951.500000 Penalty: 5049.685059
	Iteration 13Q: 3 clusters Score -2121952 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -2122242.750000 Penalty: 5049.685059
	Iteration 14Q: 3 clusters Score -2122243 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -2122503.000000 Penalty: 5049.685059
	Iteration 15Q: 3 clusters Score -2122503 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -2122726.750000 Penalty: 5049.685059
	Iteration 16Q: 3 clusters Score -2122727 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -2122941.000000 Penalty: 5049.685059
	Iteration 17Q: 3 clusters Score -2122941 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -2123093.500000 Penalty: 5049.685059
	Iteration 18Q: 3 clusters Score -2123094 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -2123232.250000 Penalty: 5049.685059
	Iteration 19Q: 3 clusters Score -2123232 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -2123344.500000 Penalty: 5049.685059
	Iteration 20F: 3 clusters Score -2123344 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -2123435.250000 Penalty: 5049.685059
	Iteration 21Q: 3 clusters Score -2123435 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -2123517.750000 Penalty: 5049.685059
	Iteration 22Q: 3 clusters Score -2123518 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -2123597.750000 Penalty: 5049.685059
	Iteration 23Q: 3 clusters Score -2123598 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -2123650.250000 Penalty: 5049.685059
	Iteration 24Q: 3 clusters Score -2123650 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -2123696.250000 Penalty: 5049.685059
	Iteration 25Q: 3 clusters Score -2123696 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -2123718.750000 Penalty: 5049.685059
	Iteration 26Q: 3 clusters Score -2123719 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -2123749.250000 Penalty: 5049.685059
	Iteration 27Q: 3 clusters Score -2123749 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -2123779.500000 Penalty: 5049.685059
	Iteration 28Q: 3 clusters Score -2123780 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -2123810.500000 Penalty: 5049.685059
	Iteration 29Q: 3 clusters Score -2123810 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -2123841.750000 Penalty: 5049.685059
	Iteration 30Q: 3 clusters Score -2123842 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -2123872.500000 Penalty: 5049.685059
	Iteration 31Q: 3 clusters Score -2123872 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -2123892.500000 Penalty: 5049.685059
	Iteration 32Q: 3 clusters Score -2123892 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -2123913.250000 Penalty: 5049.685059
	Iteration 33Q: 3 clusters Score -2123913 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -2123929.500000 Penalty: 5049.685059
	Iteration 34Q: 3 clusters Score -2123930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -2123942.500000 Penalty: 5049.685059
	Iteration 35Q: 3 clusters Score -2123942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -2123956.250000 Penalty: 5049.685059
	Iteration 36Q: 3 clusters Score -2123956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -2123967.000000 Penalty: 5049.685059
	Iteration 37Q: 3 clusters Score -2123967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -2123979.500000 Penalty: 5049.685059
	Iteration 38Q: 3 clusters Score -2123980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -2123987.000000 Penalty: 5049.685059
	Iteration 39Q: 3 clusters Score -2123987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -2123994.750000 Penalty: 5049.685059
	Iteration 40F: 3 clusters Score -2123995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -2124000.500000 Penalty: 5049.685059
	Iteration 41Q: 3 clusters Score -2124000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -2124001.500000 Penalty: 5049.685059
	Iteration 42Q: 3 clusters Score -2124002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -2124006.500000 Penalty: 5049.685059
	Iteration 43Q: 3 clusters Score -2124006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -2124009.500000 Penalty: 5049.685059
	Iteration 44Q: 3 clusters Score -2124010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -2124012.500000 Penalty: 5049.685059
	Iteration 45Q: 3 clusters Score -2124012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -2124017.750000 Penalty: 5049.685059
	Iteration 46Q: 3 clusters Score -2124018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -2124018.750000 Penalty: 5049.685059
	Iteration 47Q: 3 clusters Score -2124019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -2124017.250000 Penalty: 5049.685059
	Iteration 48Q: 3 clusters Score -2124017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -2124016.500000 Penalty: 5049.685059
	Iteration 49Q: 3 clusters Score -2124016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -2124019.250000 Penalty: 5049.685059
	Iteration 50Q: 3 clusters Score -2124019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -2124019.500000 Penalty: 5049.685059
	Iteration 51Q: 3 clusters Score -2124020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -2124024.750000 Penalty: 5049.685059
	Iteration 52Q: 3 clusters Score -2124025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -2124029.000000 Penalty: 5049.685059
	Iteration 53Q: 3 clusters Score -2124029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -2124028.750000 Penalty: 5049.685059
	Iteration 54Q: 3 clusters Score -2124029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -2124027.000000 Penalty: 5049.685059
	Iteration 55Q: 3 clusters Score -2124027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -2124026.000000 Penalty: 5049.685059
	Iteration 56Q: 3 clusters Score -2124026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -2124026.000000 Penalty: 5049.685059
	Iteration 57F: 3 clusters Score -2124026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Entering Unmasked Estep 
Score: -4168777.000000 Penalty: 2704.576904
	Iteration 0F: 2 clusters Score -4168777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -4131984.000000 Penalty: 5409.153809
	Iteration 0F: 3 clusters Score -4131984 nChanged 25354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -4146217.750000 Penalty: 5409.153809
	Iteration 1F: 3 clusters Score -4146218 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -4147205.750000 Penalty: 5409.153809
	Iteration 2Q: 3 clusters Score -4147206 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -4148793.250000 Penalty: 5409.153809
	Iteration 3F: 3 clusters Score -4148793 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -4151407.000000 Penalty: 5409.153809
	Iteration 4F: 3 clusters Score -4151407 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -4155293.500000 Penalty: 5409.153809
	Iteration 5F: 3 clusters Score -4155294 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -4159791.500000 Penalty: 5409.153809
	Iteration 6F: 3 clusters Score -4159792 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51251 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -4163353.500000 Penalty: 5409.153809
	Iteration 7F: 3 clusters Score -4163354 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4165169.250000 Penalty: 5409.153809
	Iteration 8Q: 3 clusters Score -4165169 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53878 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4165878.750000 Penalty: 5409.153809
	Iteration 9Q: 3 clusters Score -4165879 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4166160.750000 Penalty: 5409.153809
	Iteration 10Q: 3 clusters Score -4166161 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54191 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4166264.750000 Penalty: 5409.153809
	Iteration 11Q: 3 clusters Score -4166265 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54220 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4166313.000000 Penalty: 5409.153809
	Iteration 12Q: 3 clusters Score -4166313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4166337.250000 Penalty: 5409.153809
	Iteration 13Q: 3 clusters Score -4166337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4166352.250000 Penalty: 5409.153809
	Iteration 14Q: 3 clusters Score -4166352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4166353.000000 Penalty: 5409.153809
	Iteration 15Q: 3 clusters Score -4166353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4166353.000000 Penalty: 5409.153809
	Iteration 16F: 3 clusters Score -4166353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Entering Unmasked Estep 
Score: -1795560.750000 Penalty: 2531.956055
	Iteration 0F: 2 clusters Score -1795561 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 13379 members 
Entering Unmasked Estep 
Score: -1776936.875000 Penalty: 5063.912109
	Iteration 0F: 3 clusters Score -1776937 nChanged 12195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1783705.750000 Penalty: 5063.912109
	Iteration 1F: 3 clusters Score -1783706 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1784380.000000 Penalty: 5063.912109
	Iteration 2F: 3 clusters Score -1784380 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1785121.375000 Penalty: 5063.912109
	Iteration 3F: 3 clusters Score -1785121 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1785966.875000 Penalty: 5063.912109
	Iteration 4F: 3 clusters Score -1785967 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1787031.625000 Penalty: 5063.912109
	Iteration 5F: 3 clusters Score -1787032 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1788324.750000 Penalty: 5063.912109
	Iteration 6F: 3 clusters Score -1788325 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1789779.500000 Penalty: 5063.912109
	Iteration 7F: 3 clusters Score -1789780 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1791278.250000 Penalty: 5063.912109
	Iteration 8F: 3 clusters Score -1791278 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1792382.500000 Penalty: 5063.912109
	Iteration 9Q: 3 clusters Score -1792382 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1793107.750000 Penalty: 5063.912109
	Iteration 10Q: 3 clusters Score -1793108 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1793621.625000 Penalty: 5063.912109
	Iteration 11Q: 3 clusters Score -1793622 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1793939.250000 Penalty: 5063.912109
	Iteration 12Q: 3 clusters Score -1793939 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1794128.375000 Penalty: 5063.912109
	Iteration 13Q: 3 clusters Score -1794128 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1794253.375000 Penalty: 5063.912109
	Iteration 14Q: 3 clusters Score -1794253 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1794356.500000 Penalty: 5063.912109
	Iteration 15Q: 3 clusters Score -1794356 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1794435.500000 Penalty: 5063.912109
	Iteration 16Q: 3 clusters Score -1794436 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1794524.750000 Penalty: 5063.912109
	Iteration 17Q: 3 clusters Score -1794525 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1794605.125000 Penalty: 5063.912109
	Iteration 18Q: 3 clusters Score -1794605 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1794644.500000 Penalty: 5063.912109
	Iteration 19Q: 3 clusters Score -1794644 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1794672.875000 Penalty: 5063.912109
	Iteration 20F: 3 clusters Score -1794673 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1794685.875000 Penalty: 5063.912109
	Iteration 21Q: 3 clusters Score -1794686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1794694.625000 Penalty: 5063.912109
	Iteration 22Q: 3 clusters Score -1794695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1794700.625000 Penalty: 5063.912109
	Iteration 23Q: 3 clusters Score -1794701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1794702.750000 Penalty: 5063.912109
	Iteration 24Q: 3 clusters Score -1794703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1794707.625000 Penalty: 5063.912109
	Iteration 25Q: 3 clusters Score -1794708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1794709.375000 Penalty: 5063.912109
	Iteration 26Q: 3 clusters Score -1794709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1794711.250000 Penalty: 5063.912109
	Iteration 27Q: 3 clusters Score -1794711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1794711.500000 Penalty: 5063.912109
	Iteration 28Q: 3 clusters Score -1794712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1794712.500000 Penalty: 5063.912109
	Iteration 29Q: 3 clusters Score -1794712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1794712.500000 Penalty: 5063.912109
	Iteration 30F: 3 clusters Score -1794712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -183365.390625 Penalty: 2005.505981
	Iteration 0F: 2 clusters Score -183365.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -179965.140625 Penalty: 4011.011963
	Iteration 0F: 3 clusters Score -179965.1 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -180784.515625 Penalty: 4011.011963
	Iteration 1F: 3 clusters Score -180784.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -181040.500000 Penalty: 4011.011963
	Iteration 2F: 3 clusters Score -181040.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -181281.703125 Penalty: 4011.011963
	Iteration 3F: 3 clusters Score -181281.7 nChanged 194
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: -181503.875000 Penalty: 4011.011963
	Iteration 4F: 3 clusters Score -181503.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -181687.421875 Penalty: 4011.011963
	Iteration 5F: 3 clusters Score -181687.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -181809.093750 Penalty: 4011.011963
	Iteration 6Q: 3 clusters Score -181809.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -181903.687500 Penalty: 4011.011963
	Iteration 7Q: 3 clusters Score -181903.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -181968.750000 Penalty: 4011.011963
	Iteration 8Q: 3 clusters Score -181968.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -182016.906250 Penalty: 4011.011963
	Iteration 9Q: 3 clusters Score -182016.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -182051.859375 Penalty: 4011.011963
	Iteration 10Q: 3 clusters Score -182051.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -182077.703125 Penalty: 4011.011963
	Iteration 11Q: 3 clusters Score -182077.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -182099.984375 Penalty: 4011.011963
	Iteration 12Q: 3 clusters Score -182100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -182117.781250 Penalty: 4011.011963
	Iteration 13Q: 3 clusters Score -182117.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -182134.500000 Penalty: 4011.011963
	Iteration 14Q: 3 clusters Score -182134.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -182149.218750 Penalty: 4011.011963
	Iteration 15Q: 3 clusters Score -182149.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -182165.015625 Penalty: 4011.011963
	Iteration 16Q: 3 clusters Score -182165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -182184.890625 Penalty: 4011.011963
	Iteration 17Q: 3 clusters Score -182184.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -182199.109375 Penalty: 4011.011963
	Iteration 18Q: 3 clusters Score -182199.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -182216.203125 Penalty: 4011.011963
	Iteration 19Q: 3 clusters Score -182216.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -182233.203125 Penalty: 4011.011963
	Iteration 20F: 3 clusters Score -182233.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -182248.843750 Penalty: 4011.011963
	Iteration 21Q: 3 clusters Score -182248.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -182277.328125 Penalty: 4011.011963
	Iteration 22Q: 3 clusters Score -182277.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -182311.062500 Penalty: 4011.011963
	Iteration 23Q: 3 clusters Score -182311.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -182355.453125 Penalty: 4011.011963
	Iteration 24Q: 3 clusters Score -182355.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -182389.250000 Penalty: 4011.011963
	Iteration 25Q: 3 clusters Score -182389.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -182420.671875 Penalty: 4011.011963
	Iteration 26Q: 3 clusters Score -182420.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -182475.203125 Penalty: 4011.011963
	Iteration 27Q: 3 clusters Score -182475.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -182533.875000 Penalty: 4011.011963
	Iteration 28Q: 3 clusters Score -182533.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -182589.906250 Penalty: 4011.011963
	Iteration 29Q: 3 clusters Score -182589.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -182622.984375 Penalty: 4011.011963
	Iteration 30Q: 3 clusters Score -182623 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -182649.984375 Penalty: 4011.011963
	Iteration 31Q: 3 clusters Score -182650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -182678.593750 Penalty: 4011.011963
	Iteration 32Q: 3 clusters Score -182678.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -182703.828125 Penalty: 4011.011963
	Iteration 33Q: 3 clusters Score -182703.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -182723.921875 Penalty: 4011.011963
	Iteration 34Q: 3 clusters Score -182723.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -182735.546875 Penalty: 4011.011963
	Iteration 35Q: 3 clusters Score -182735.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -182743.703125 Penalty: 4011.011963
	Iteration 36Q: 3 clusters Score -182743.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -182752.046875 Penalty: 4011.011963
	Iteration 37Q: 3 clusters Score -182752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -182756.843750 Penalty: 4011.011963
	Iteration 38Q: 3 clusters Score -182756.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -182761.093750 Penalty: 4011.011963
	Iteration 39Q: 3 clusters Score -182761.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -182763.578125 Penalty: 4011.011963
	Iteration 40F: 3 clusters Score -182763.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -182765.734375 Penalty: 4011.011963
	Iteration 41Q: 3 clusters Score -182765.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -182771.734375 Penalty: 4011.011963
	Iteration 42Q: 3 clusters Score -182771.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -182776.140625 Penalty: 4011.011963
	Iteration 43Q: 3 clusters Score -182776.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -182781.984375 Penalty: 4011.011963
	Iteration 44Q: 3 clusters Score -182782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -182786.625000 Penalty: 4011.011963
	Iteration 45Q: 3 clusters Score -182786.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -182793.000000 Penalty: 4011.011963
	Iteration 46Q: 3 clusters Score -182793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -182800.468750 Penalty: 4011.011963
	Iteration 47Q: 3 clusters Score -182800.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -182809.265625 Penalty: 4011.011963
	Iteration 48Q: 3 clusters Score -182809.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -182817.140625 Penalty: 4011.011963
	Iteration 49Q: 3 clusters Score -182817.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -182827.750000 Penalty: 4011.011963
	Iteration 50Q: 3 clusters Score -182827.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -182835.453125 Penalty: 4011.011963
	Iteration 51Q: 3 clusters Score -182835.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -182842.234375 Penalty: 4011.011963
	Iteration 52Q: 3 clusters Score -182842.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -182847.593750 Penalty: 4011.011963
	Iteration 53Q: 3 clusters Score -182847.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -182853.093750 Penalty: 4011.011963
	Iteration 54Q: 3 clusters Score -182853.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -182858.625000 Penalty: 4011.011963
	Iteration 55Q: 3 clusters Score -182858.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -182862.671875 Penalty: 4011.011963
	Iteration 56Q: 3 clusters Score -182862.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -182866.687500 Penalty: 4011.011963
	Iteration 57Q: 3 clusters Score -182866.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -182869.640625 Penalty: 4011.011963
	Iteration 58Q: 3 clusters Score -182869.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -182870.828125 Penalty: 4011.011963
	Iteration 59Q: 3 clusters Score -182870.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -182871.359375 Penalty: 4011.011963
	Iteration 60F: 3 clusters Score -182871.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -182871.734375 Penalty: 4011.011963
	Iteration 61Q: 3 clusters Score -182871.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -182872.453125 Penalty: 4011.011963
	Iteration 62Q: 3 clusters Score -182872.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -182874.000000 Penalty: 4011.011963
	Iteration 63Q: 3 clusters Score -182874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -182875.140625 Penalty: 4011.011963
	Iteration 64Q: 3 clusters Score -182875.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -182878.703125 Penalty: 4011.011963
	Iteration 65Q: 3 clusters Score -182878.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -182880.218750 Penalty: 4011.011963
	Iteration 66Q: 3 clusters Score -182880.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -182881.171875 Penalty: 4011.011963
	Iteration 67Q: 3 clusters Score -182881.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -182883.343750 Penalty: 4011.011963
	Iteration 68Q: 3 clusters Score -182883.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -182883.578125 Penalty: 4011.011963
	Iteration 69Q: 3 clusters Score -182883.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -182883.343750 Penalty: 4011.011963
	Iteration 70Q: 3 clusters Score -182883.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -182883.343750 Penalty: 4011.011963
	Iteration 71F: 3 clusters Score -182883.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (205276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205276 members 
Entering Unmasked Estep 
Score: -15799648.000000 Penalty: 3033.563477
	Iteration 0F: 2 clusters Score -1.579965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102184 members 
Mstep: Class 2 contains 103092 members 
Entering Unmasked Estep 
Score: -15662560.000000 Penalty: 6067.126953
	Iteration 0F: 3 clusters Score -1.566256e+07 nChanged 98477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95153 members 
Mstep: Class 2 contains 110123 members 
Entering Unmasked Estep 
Score: -15720705.000000 Penalty: 6067.126953
	Iteration 1F: 3 clusters Score -1.57207e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90936 members 
Mstep: Class 2 contains 114340 members 
Entering Unmasked Estep 
Score: -15722288.000000 Penalty: 6067.126953
	Iteration 2Q: 3 clusters Score -1.572229e+07 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84459 members 
Mstep: Class 2 contains 120817 members 
Entering Unmasked Estep 
Score: -15725028.000000 Penalty: 6067.126953
	Iteration 3Q: 3 clusters Score -1.572503e+07 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74734 members 
Mstep: Class 2 contains 130542 members 
Entering Unmasked Estep 
Score: -15730183.000000 Penalty: 6067.126953
	Iteration 4F: 3 clusters Score -1.573018e+07 nChanged 14048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60886 members 
Mstep: Class 2 contains 144390 members 
Entering Unmasked Estep 
Score: -15739583.000000 Penalty: 6067.126953
	Iteration 5F: 3 clusters Score -1.573958e+07 nChanged 17843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 162175 members 
Entering Unmasked Estep 
Score: -15754625.000000 Penalty: 6067.126953
	Iteration 6F: 3 clusters Score -1.575462e+07 nChanged 18751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 180916 members 
Entering Unmasked Estep 
Score: -15773020.000000 Penalty: 6067.126953
	Iteration 7F: 3 clusters Score -1.577302e+07 nChanged 13936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 194852 members 
Entering Unmasked Estep 
Score: -15787275.000000 Penalty: 6067.126953
	Iteration 8F: 3 clusters Score -1.578728e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 201785 members 
Entering Unmasked Estep 
Score: -15793970.000000 Penalty: 6067.126953
	Iteration 9Q: 3 clusters Score -1.579397e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 204140 members 
Entering Unmasked Estep 
Score: -15796030.000000 Penalty: 6067.126953
	Iteration 10Q: 3 clusters Score -1.579603e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 204754 members 
Entering Unmasked Estep 
Score: -15796616.000000 Penalty: 6067.126953
	Iteration 11Q: 3 clusters Score -1.579662e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 204924 members 
Entering Unmasked Estep 
Score: -15796796.000000 Penalty: 6067.126953
	Iteration 12Q: 3 clusters Score -1.57968e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 204988 members 
Entering Unmasked Estep 
Score: -15796925.000000 Penalty: 6067.126953
	Iteration 13Q: 3 clusters Score -1.579692e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 205005 members 
Entering Unmasked Estep 
Score: -15796969.000000 Penalty: 6067.126953
	Iteration 14Q: 3 clusters Score -1.579697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 205007 members 
Entering Unmasked Estep 
Score: -15796994.000000 Penalty: 6067.126953
	Iteration 15Q: 3 clusters Score -1.579699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 205010 members 
Entering Unmasked Estep 
Score: -15796989.000000 Penalty: 6067.126953
	Iteration 16Q: 3 clusters Score -1.579699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 205012 members 
Entering Unmasked Estep 
Score: -15796994.000000 Penalty: 6067.126953
	Iteration 17Q: 3 clusters Score -1.579699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 205014 members 
Entering Unmasked Estep 
Score: -15797006.000000 Penalty: 6067.126953
	Iteration 18Q: 3 clusters Score -1.579701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 205015 members 
Entering Unmasked Estep 
Score: -15797010.000000 Penalty: 6067.126953
	Iteration 19Q: 3 clusters Score -1.579701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 205014 members 
Entering Unmasked Estep 
Score: -15797009.000000 Penalty: 6067.126953
	Iteration 20F: 3 clusters Score -1.579701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 205015 members 
Entering Unmasked Estep 
Score: -15797012.000000 Penalty: 6067.126953
	Iteration 21Q: 3 clusters Score -1.579701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 205015 members 
Entering Unmasked Estep 
Score: -15797012.000000 Penalty: 6067.126953
	Iteration 22F: 3 clusters Score -1.579701e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Entering Unmasked Estep 
Score: -701979.187500 Penalty: 2267.973633
	Iteration 0F: 2 clusters Score -701979.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -694729.000000 Penalty: 4535.947266
	Iteration 0F: 3 clusters Score -694729 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -696815.000000 Penalty: 4535.947266
	Iteration 1F: 3 clusters Score -696815 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -697118.937500 Penalty: 4535.947266
	Iteration 2F: 3 clusters Score -697118.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -697383.312500 Penalty: 4535.947266
	Iteration 3F: 3 clusters Score -697383.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -697672.812500 Penalty: 4535.947266
	Iteration 4Q: 3 clusters Score -697672.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -698060.875000 Penalty: 4535.947266
	Iteration 5F: 3 clusters Score -698060.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -698599.000000 Penalty: 4535.947266
	Iteration 6F: 3 clusters Score -698599 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -699187.062500 Penalty: 4535.947266
	Iteration 7F: 3 clusters Score -699187.1 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -699664.750000 Penalty: 4535.947266
	Iteration 8F: 3 clusters Score -699664.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -699966.875000 Penalty: 4535.947266
	Iteration 9F: 3 clusters Score -699966.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -700170.062500 Penalty: 4535.947266
	Iteration 10Q: 3 clusters Score -700170.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -700300.875000 Penalty: 4535.947266
	Iteration 11Q: 3 clusters Score -700300.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -700379.000000 Penalty: 4535.947266
	Iteration 12Q: 3 clusters Score -700379 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -700460.500000 Penalty: 4535.947266
	Iteration 13Q: 3 clusters Score -700460.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -700525.312500 Penalty: 4535.947266
	Iteration 14Q: 3 clusters Score -700525.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -700578.062500 Penalty: 4535.947266
	Iteration 15Q: 3 clusters Score -700578.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -700620.375000 Penalty: 4535.947266
	Iteration 16Q: 3 clusters Score -700620.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -700659.875000 Penalty: 4535.947266
	Iteration 17Q: 3 clusters Score -700659.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -700703.562500 Penalty: 4535.947266
	Iteration 18Q: 3 clusters Score -700703.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -700749.625000 Penalty: 4535.947266
	Iteration 19Q: 3 clusters Score -700749.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -700806.750000 Penalty: 4535.947266
	Iteration 20F: 3 clusters Score -700806.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -700869.125000 Penalty: 4535.947266
	Iteration 21Q: 3 clusters Score -700869.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -700949.000000 Penalty: 4535.947266
	Iteration 22Q: 3 clusters Score -700949 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -701067.875000 Penalty: 4535.947266
	Iteration 23Q: 3 clusters Score -701067.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -701248.375000 Penalty: 4535.947266
	Iteration 24Q: 3 clusters Score -701248.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -701426.000000 Penalty: 4535.947266
	Iteration 25Q: 3 clusters Score -701426 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -701564.687500 Penalty: 4535.947266
	Iteration 26Q: 3 clusters Score -701564.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -701655.125000 Penalty: 4535.947266
	Iteration 27Q: 3 clusters Score -701655.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -701688.687500 Penalty: 4535.947266
	Iteration 28Q: 3 clusters Score -701688.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -701711.250000 Penalty: 4535.947266
	Iteration 29Q: 3 clusters Score -701711.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -701723.875000 Penalty: 4535.947266
	Iteration 30Q: 3 clusters Score -701723.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -701729.500000 Penalty: 4535.947266
	Iteration 31Q: 3 clusters Score -701729.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -701734.812500 Penalty: 4535.947266
	Iteration 32Q: 3 clusters Score -701734.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -701738.437500 Penalty: 4535.947266
	Iteration 33Q: 3 clusters Score -701738.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -701740.875000 Penalty: 4535.947266
	Iteration 34Q: 3 clusters Score -701740.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -701742.687500 Penalty: 4535.947266
	Iteration 35Q: 3 clusters Score -701742.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -701742.437500 Penalty: 4535.947266
	Iteration 36Q: 3 clusters Score -701742.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -701742.437500 Penalty: 4535.947266
	Iteration 37F: 3 clusters Score -701742.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (81298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81298 members 
Entering Unmasked Estep 
Score: -6197035.500000 Penalty: 2803.857422
	Iteration 0F: 2 clusters Score -6197036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -6142813.500000 Penalty: 5607.714844
	Iteration 0F: 3 clusters Score -6142814 nChanged 38117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -6164363.000000 Penalty: 5607.714844
	Iteration 1F: 3 clusters Score -6164363 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -6165112.500000 Penalty: 5607.714844
	Iteration 2Q: 3 clusters Score -6165112 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -6166163.000000 Penalty: 5607.714844
	Iteration 3Q: 3 clusters Score -6166163 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -6167741.500000 Penalty: 5607.714844
	Iteration 4Q: 3 clusters Score -6167742 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -6170267.000000 Penalty: 5607.714844
	Iteration 5F: 3 clusters Score -6170267 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55959 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -6174004.500000 Penalty: 5607.714844
	Iteration 6F: 3 clusters Score -6174004 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -6178891.500000 Penalty: 5607.714844
	Iteration 7F: 3 clusters Score -6178892 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67034 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -6184098.000000 Penalty: 5607.714844
	Iteration 8F: 3 clusters Score -6184098 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71584 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -6188369.500000 Penalty: 5607.714844
	Iteration 9F: 3 clusters Score -6188370 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74638 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -6191309.000000 Penalty: 5607.714844
	Iteration 10Q: 3 clusters Score -6191309 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76385 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -6192994.000000 Penalty: 5607.714844
	Iteration 11Q: 3 clusters Score -6192994 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77356 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -6193839.500000 Penalty: 5607.714844
	Iteration 12Q: 3 clusters Score -6193840 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77924 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -6194285.500000 Penalty: 5607.714844
	Iteration 13Q: 3 clusters Score -6194286 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78298 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -6194509.000000 Penalty: 5607.714844
	Iteration 14Q: 3 clusters Score -6194509 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78555 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -6194618.500000 Penalty: 5607.714844
	Iteration 15Q: 3 clusters Score -6194618 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78774 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -6194720.500000 Penalty: 5607.714844
	Iteration 16Q: 3 clusters Score -6194720 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78938 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -6194772.500000 Penalty: 5607.714844
	Iteration 17Q: 3 clusters Score -6194772 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79067 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -6194823.000000 Penalty: 5607.714844
	Iteration 18Q: 3 clusters Score -6194823 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79185 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -6194857.000000 Penalty: 5607.714844
	Iteration 19Q: 3 clusters Score -6194857 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79275 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -6194908.500000 Penalty: 5607.714844
	Iteration 20F: 3 clusters Score -6194908 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79343 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -6194938.500000 Penalty: 5607.714844
	Iteration 21Q: 3 clusters Score -6194938 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79401 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6194950.500000 Penalty: 5607.714844
	Iteration 22Q: 3 clusters Score -6194950 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79452 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -6194966.000000 Penalty: 5607.714844
	Iteration 23Q: 3 clusters Score -6194966 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79490 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -6194973.500000 Penalty: 5607.714844
	Iteration 24Q: 3 clusters Score -6194974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79523 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -6194983.500000 Penalty: 5607.714844
	Iteration 25Q: 3 clusters Score -6194984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79551 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -6194991.500000 Penalty: 5607.714844
	Iteration 26Q: 3 clusters Score -6194992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79575 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -6195003.000000 Penalty: 5607.714844
	Iteration 27Q: 3 clusters Score -6195003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79588 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -6194996.500000 Penalty: 5607.714844
	Iteration 28Q: 3 clusters Score -6194996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79600 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -6195005.000000 Penalty: 5607.714844
	Iteration 29Q: 3 clusters Score -6195005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79609 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -6195007.000000 Penalty: 5607.714844
	Iteration 30Q: 3 clusters Score -6195007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79615 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6195006.500000 Penalty: 5607.714844
	Iteration 31Q: 3 clusters Score -6195006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79621 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -6195001.500000 Penalty: 5607.714844
	Iteration 32Q: 3 clusters Score -6195002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79624 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -6195003.500000 Penalty: 5607.714844
	Iteration 33Q: 3 clusters Score -6195004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79629 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -6195002.500000 Penalty: 5607.714844
	Iteration 34Q: 3 clusters Score -6195002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79639 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6194997.500000 Penalty: 5607.714844
	Iteration 35Q: 3 clusters Score -6194998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79648 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6194999.500000 Penalty: 5607.714844
	Iteration 36Q: 3 clusters Score -6195000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79659 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -6195002.000000 Penalty: 5607.714844
	Iteration 37Q: 3 clusters Score -6195002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79664 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6195006.000000 Penalty: 5607.714844
	Iteration 38Q: 3 clusters Score -6195006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79673 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6195007.000000 Penalty: 5607.714844
	Iteration 39Q: 3 clusters Score -6195007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79682 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6195009.500000 Penalty: 5607.714844
	Iteration 40F: 3 clusters Score -6195010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79689 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6195011.000000 Penalty: 5607.714844
	Iteration 41Q: 3 clusters Score -6195011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79695 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6195012.500000 Penalty: 5607.714844
	Iteration 42Q: 3 clusters Score -6195012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79699 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6195012.500000 Penalty: 5607.714844
	Iteration 43Q: 3 clusters Score -6195012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79707 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6195015.000000 Penalty: 5607.714844
	Iteration 44Q: 3 clusters Score -6195015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79718 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6195020.000000 Penalty: 5607.714844
	Iteration 45Q: 3 clusters Score -6195020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79725 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6195027.500000 Penalty: 5607.714844
	Iteration 46Q: 3 clusters Score -6195028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79729 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6195028.500000 Penalty: 5607.714844
	Iteration 47Q: 3 clusters Score -6195028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79736 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -6195035.000000 Penalty: 5607.714844
	Iteration 48Q: 3 clusters Score -6195035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79743 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6195035.000000 Penalty: 5607.714844
	Iteration 49Q: 3 clusters Score -6195035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79752 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -6195031.500000 Penalty: 5607.714844
	Iteration 50Q: 3 clusters Score -6195032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79759 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -6195039.500000 Penalty: 5607.714844
	Iteration 51Q: 3 clusters Score -6195040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79765 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6195040.500000 Penalty: 5607.714844
	Iteration 52Q: 3 clusters Score -6195040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79768 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6195046.500000 Penalty: 5607.714844
	Iteration 53Q: 3 clusters Score -6195046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79772 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6195042.000000 Penalty: 5607.714844
	Iteration 54Q: 3 clusters Score -6195042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79774 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -6195043.000000 Penalty: 5607.714844
	Iteration 55Q: 3 clusters Score -6195043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79777 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6195049.000000 Penalty: 5607.714844
	Iteration 56Q: 3 clusters Score -6195049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79780 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6195048.500000 Penalty: 5607.714844
	Iteration 57Q: 3 clusters Score -6195048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79784 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6195046.000000 Penalty: 5607.714844
	Iteration 58Q: 3 clusters Score -6195046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79787 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6195056.500000 Penalty: 5607.714844
	Iteration 59Q: 3 clusters Score -6195056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79792 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -6195054.500000 Penalty: 5607.714844
	Iteration 60F: 3 clusters Score -6195054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79796 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6195053.500000 Penalty: 5607.714844
	Iteration 61Q: 3 clusters Score -6195054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79799 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6195050.500000 Penalty: 5607.714844
	Iteration 62Q: 3 clusters Score -6195050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79802 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6195047.000000 Penalty: 5607.714844
	Iteration 63Q: 3 clusters Score -6195047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79806 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -6195053.500000 Penalty: 5607.714844
	Iteration 64Q: 3 clusters Score -6195054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79808 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -6195056.500000 Penalty: 5607.714844
	Iteration 65Q: 3 clusters Score -6195056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79810 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6195057.000000 Penalty: 5607.714844
	Iteration 66Q: 3 clusters Score -6195057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79813 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6195064.000000 Penalty: 5607.714844
	Iteration 67Q: 3 clusters Score -6195064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79813 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6195062.500000 Penalty: 5607.714844
	Iteration 68Q: 3 clusters Score -6195062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79815 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -6195054.500000 Penalty: 5607.714844
	Iteration 69Q: 3 clusters Score -6195054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79820 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6195060.000000 Penalty: 5607.714844
	Iteration 70Q: 3 clusters Score -6195060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79823 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6195050.000000 Penalty: 5607.714844
	Iteration 71Q: 3 clusters Score -6195050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79825 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -6195057.500000 Penalty: 5607.714844
	Iteration 72Q: 3 clusters Score -6195058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79827 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -6195062.500000 Penalty: 5607.714844
	Iteration 73Q: 3 clusters Score -6195062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79832 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6195072.500000 Penalty: 5607.714844
	Iteration 74Q: 3 clusters Score -6195072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79835 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6195068.000000 Penalty: 5607.714844
	Iteration 75Q: 3 clusters Score -6195068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79838 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6195066.000000 Penalty: 5607.714844
	Iteration 76Q: 3 clusters Score -6195066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79839 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -6195061.500000 Penalty: 5607.714844
	Iteration 77Q: 3 clusters Score -6195062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79839 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -6195061.500000 Penalty: 5607.714844
	Iteration 78F: 3 clusters Score -6195062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Entering Unmasked Estep 
Score: -1829662.500000 Penalty: 2505.735596
	Iteration 0F: 2 clusters Score -1829662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1812778.250000 Penalty: 5011.471191
	Iteration 0F: 3 clusters Score -1812778 nChanged 10890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1818959.250000 Penalty: 5011.471191
	Iteration 1F: 3 clusters Score -1818959 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1819891.750000 Penalty: 5011.471191
	Iteration 2F: 3 clusters Score -1819892 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1820975.500000 Penalty: 5011.471191
	Iteration 3F: 3 clusters Score -1820976 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1822049.500000 Penalty: 5011.471191
	Iteration 4F: 3 clusters Score -1822050 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1822957.750000 Penalty: 5011.471191
	Iteration 5F: 3 clusters Score -1822958 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1823624.375000 Penalty: 5011.471191
	Iteration 6F: 3 clusters Score -1823624 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -1824095.750000 Penalty: 5011.471191
	Iteration 7Q: 3 clusters Score -1824096 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -1824437.125000 Penalty: 5011.471191
	Iteration 8Q: 3 clusters Score -1824437 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -1824704.375000 Penalty: 5011.471191
	Iteration 9Q: 3 clusters Score -1824704 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -1824914.125000 Penalty: 5011.471191
	Iteration 10Q: 3 clusters Score -1824914 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -1825101.375000 Penalty: 5011.471191
	Iteration 11Q: 3 clusters Score -1825101 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -1825312.875000 Penalty: 5011.471191
	Iteration 12Q: 3 clusters Score -1825313 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -1825550.250000 Penalty: 5011.471191
	Iteration 13Q: 3 clusters Score -1825550 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -1825837.375000 Penalty: 5011.471191
	Iteration 14Q: 3 clusters Score -1825837 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -1826154.750000 Penalty: 5011.471191
	Iteration 15Q: 3 clusters Score -1826155 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -1826474.000000 Penalty: 5011.471191
	Iteration 16Q: 3 clusters Score -1826474 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -1826801.250000 Penalty: 5011.471191
	Iteration 17Q: 3 clusters Score -1826801 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -1827048.875000 Penalty: 5011.471191
	Iteration 18Q: 3 clusters Score -1827049 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -1827265.000000 Penalty: 5011.471191
	Iteration 19Q: 3 clusters Score -1827265 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -1827441.875000 Penalty: 5011.471191
	Iteration 20F: 3 clusters Score -1827442 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -1827576.250000 Penalty: 5011.471191
	Iteration 21Q: 3 clusters Score -1827576 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -1827669.375000 Penalty: 5011.471191
	Iteration 22Q: 3 clusters Score -1827669 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -1827740.625000 Penalty: 5011.471191
	Iteration 23Q: 3 clusters Score -1827741 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -1827799.750000 Penalty: 5011.471191
	Iteration 24Q: 3 clusters Score -1827800 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -1827841.125000 Penalty: 5011.471191
	Iteration 25Q: 3 clusters Score -1827841 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -1827885.125000 Penalty: 5011.471191
	Iteration 26Q: 3 clusters Score -1827885 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -1827908.375000 Penalty: 5011.471191
	Iteration 27Q: 3 clusters Score -1827908 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -1827937.750000 Penalty: 5011.471191
	Iteration 28Q: 3 clusters Score -1827938 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -1827963.500000 Penalty: 5011.471191
	Iteration 29Q: 3 clusters Score -1827964 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -1827981.250000 Penalty: 5011.471191
	Iteration 30Q: 3 clusters Score -1827981 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -1827994.375000 Penalty: 5011.471191
	Iteration 31Q: 3 clusters Score -1827994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -1827997.500000 Penalty: 5011.471191
	Iteration 32Q: 3 clusters Score -1827998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -1828004.750000 Penalty: 5011.471191
	Iteration 33Q: 3 clusters Score -1828005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -1828013.000000 Penalty: 5011.471191
	Iteration 34Q: 3 clusters Score -1828013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -1828027.000000 Penalty: 5011.471191
	Iteration 35Q: 3 clusters Score -1828027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -1828031.375000 Penalty: 5011.471191
	Iteration 36Q: 3 clusters Score -1828031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -1828037.375000 Penalty: 5011.471191
	Iteration 37Q: 3 clusters Score -1828037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -1828043.125000 Penalty: 5011.471191
	Iteration 38Q: 3 clusters Score -1828043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -1828046.375000 Penalty: 5011.471191
	Iteration 39Q: 3 clusters Score -1828046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -1828056.125000 Penalty: 5011.471191
	Iteration 40F: 3 clusters Score -1828056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -1828059.375000 Penalty: 5011.471191
	Iteration 41Q: 3 clusters Score -1828059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -1828064.000000 Penalty: 5011.471191
	Iteration 42Q: 3 clusters Score -1828064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -1828064.625000 Penalty: 5011.471191
	Iteration 43Q: 3 clusters Score -1828065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -1828067.250000 Penalty: 5011.471191
	Iteration 44Q: 3 clusters Score -1828067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -1828066.750000 Penalty: 5011.471191
	Iteration 45Q: 3 clusters Score -1828067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -1828068.000000 Penalty: 5011.471191
	Iteration 46Q: 3 clusters Score -1828068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -1828069.000000 Penalty: 5011.471191
	Iteration 47Q: 3 clusters Score -1828069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -1828071.000000 Penalty: 5011.471191
	Iteration 48Q: 3 clusters Score -1828071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -1828068.375000 Penalty: 5011.471191
	Iteration 49Q: 3 clusters Score -1828068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -1828070.625000 Penalty: 5011.471191
	Iteration 50Q: 3 clusters Score -1828071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -1828070.375000 Penalty: 5011.471191
	Iteration 51Q: 3 clusters Score -1828070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -1828072.625000 Penalty: 5011.471191
	Iteration 52Q: 3 clusters Score -1828073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -1828073.500000 Penalty: 5011.471191
	Iteration 53Q: 3 clusters Score -1828074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -1828074.250000 Penalty: 5011.471191
	Iteration 54Q: 3 clusters Score -1828074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -1828080.250000 Penalty: 5011.471191
	Iteration 55Q: 3 clusters Score -1828080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -1828082.875000 Penalty: 5011.471191
	Iteration 56Q: 3 clusters Score -1828083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -1828082.875000 Penalty: 5011.471191
	Iteration 57Q: 3 clusters Score -1828083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -1828085.375000 Penalty: 5011.471191
	Iteration 58Q: 3 clusters Score -1828085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -1828084.000000 Penalty: 5011.471191
	Iteration 59Q: 3 clusters Score -1828084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -1828083.000000 Penalty: 5011.471191
	Iteration 60F: 3 clusters Score -1828083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -1828084.375000 Penalty: 5011.471191
	Iteration 61Q: 3 clusters Score -1828084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -1828085.750000 Penalty: 5011.471191
	Iteration 62Q: 3 clusters Score -1828086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -1828082.500000 Penalty: 5011.471191
	Iteration 63Q: 3 clusters Score -1828082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -1828084.000000 Penalty: 5011.471191
	Iteration 64Q: 3 clusters Score -1828084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -1828086.375000 Penalty: 5011.471191
	Iteration 65Q: 3 clusters Score -1828086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -1828087.125000 Penalty: 5011.471191
	Iteration 66Q: 3 clusters Score -1828087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -1828087.125000 Penalty: 5011.471191
	Iteration 67F: 3 clusters Score -1828087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Entering Unmasked Estep 
Score: -763153.312500 Penalty: 2296.335205
	Iteration 0F: 2 clusters Score -763153.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -755243.937500 Penalty: 4592.670410
	Iteration 0F: 3 clusters Score -755243.9 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -757522.750000 Penalty: 4592.670410
	Iteration 1F: 3 clusters Score -757522.8 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -757927.937500 Penalty: 4592.670410
	Iteration 2F: 3 clusters Score -757927.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -758299.562500 Penalty: 4592.670410
	Iteration 3F: 3 clusters Score -758299.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -758692.500000 Penalty: 4592.670410
	Iteration 4F: 3 clusters Score -758692.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -759099.000000 Penalty: 4592.670410
	Iteration 5F: 3 clusters Score -759099 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -759465.687500 Penalty: 4592.670410
	Iteration 6F: 3 clusters Score -759465.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -759784.312500 Penalty: 4592.670410
	Iteration 7Q: 3 clusters Score -759784.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -760058.875000 Penalty: 4592.670410
	Iteration 8Q: 3 clusters Score -760058.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -760269.312500 Penalty: 4592.670410
	Iteration 9Q: 3 clusters Score -760269.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -760466.187500 Penalty: 4592.670410
	Iteration 10Q: 3 clusters Score -760466.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -760658.625000 Penalty: 4592.670410
	Iteration 11Q: 3 clusters Score -760658.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -760837.062500 Penalty: 4592.670410
	Iteration 12Q: 3 clusters Score -760837.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -760983.750000 Penalty: 4592.670410
	Iteration 13Q: 3 clusters Score -760983.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -761110.625000 Penalty: 4592.670410
	Iteration 14Q: 3 clusters Score -761110.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -761204.187500 Penalty: 4592.670410
	Iteration 15Q: 3 clusters Score -761204.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -761270.062500 Penalty: 4592.670410
	Iteration 16Q: 3 clusters Score -761270.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -761315.000000 Penalty: 4592.670410
	Iteration 17Q: 3 clusters Score -761315 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -761361.500000 Penalty: 4592.670410
	Iteration 18Q: 3 clusters Score -761361.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -761401.312500 Penalty: 4592.670410
	Iteration 19Q: 3 clusters Score -761401.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -761430.937500 Penalty: 4592.670410
	Iteration 20F: 3 clusters Score -761430.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -761456.062500 Penalty: 4592.670410
	Iteration 21Q: 3 clusters Score -761456.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -761476.250000 Penalty: 4592.670410
	Iteration 22Q: 3 clusters Score -761476.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -761492.937500 Penalty: 4592.670410
	Iteration 23Q: 3 clusters Score -761492.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -761504.125000 Penalty: 4592.670410
	Iteration 24Q: 3 clusters Score -761504.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -761517.750000 Penalty: 4592.670410
	Iteration 25Q: 3 clusters Score -761517.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -761538.562500 Penalty: 4592.670410
	Iteration 26Q: 3 clusters Score -761538.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -761556.750000 Penalty: 4592.670410
	Iteration 27Q: 3 clusters Score -761556.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -761571.875000 Penalty: 4592.670410
	Iteration 28Q: 3 clusters Score -761571.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -761592.437500 Penalty: 4592.670410
	Iteration 29Q: 3 clusters Score -761592.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -761620.312500 Penalty: 4592.670410
	Iteration 30Q: 3 clusters Score -761620.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -761637.000000 Penalty: 4592.670410
	Iteration 31Q: 3 clusters Score -761637 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -761659.312500 Penalty: 4592.670410
	Iteration 32Q: 3 clusters Score -761659.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -761676.812500 Penalty: 4592.670410
	Iteration 33Q: 3 clusters Score -761676.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -761690.187500 Penalty: 4592.670410
	Iteration 34Q: 3 clusters Score -761690.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -761700.062500 Penalty: 4592.670410
	Iteration 35Q: 3 clusters Score -761700.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -761709.000000 Penalty: 4592.670410
	Iteration 36Q: 3 clusters Score -761709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -761714.500000 Penalty: 4592.670410
	Iteration 37Q: 3 clusters Score -761714.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -761721.000000 Penalty: 4592.670410
	Iteration 38Q: 3 clusters Score -761721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -761729.875000 Penalty: 4592.670410
	Iteration 39Q: 3 clusters Score -761729.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -761740.437500 Penalty: 4592.670410
	Iteration 40F: 3 clusters Score -761740.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -761749.812500 Penalty: 4592.670410
	Iteration 41Q: 3 clusters Score -761749.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -761756.000000 Penalty: 4592.670410
	Iteration 42Q: 3 clusters Score -761756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -761769.375000 Penalty: 4592.670410
	Iteration 43Q: 3 clusters Score -761769.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -761782.000000 Penalty: 4592.670410
	Iteration 44Q: 3 clusters Score -761782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -761791.125000 Penalty: 4592.670410
	Iteration 45Q: 3 clusters Score -761791.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -761797.812500 Penalty: 4592.670410
	Iteration 46Q: 3 clusters Score -761797.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -761800.937500 Penalty: 4592.670410
	Iteration 47Q: 3 clusters Score -761800.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -761808.687500 Penalty: 4592.670410
	Iteration 48Q: 3 clusters Score -761808.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -761809.500000 Penalty: 4592.670410
	Iteration 49Q: 3 clusters Score -761809.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -761812.875000 Penalty: 4592.670410
	Iteration 50Q: 3 clusters Score -761812.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -761814.250000 Penalty: 4592.670410
	Iteration 51Q: 3 clusters Score -761814.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -761817.687500 Penalty: 4592.670410
	Iteration 52Q: 3 clusters Score -761817.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -761820.750000 Penalty: 4592.670410
	Iteration 53Q: 3 clusters Score -761820.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -761820.375000 Penalty: 4592.670410
	Iteration 54Q: 3 clusters Score -761820.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -761820.375000 Penalty: 4592.670410
	Iteration 55F: 3 clusters Score -761820.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Entering Unmasked Estep 
Score: -133756.562500 Penalty: 1939.767578
	Iteration 0F: 2 clusters Score -133756.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -130904.492188 Penalty: 3879.535156
	Iteration 0F: 3 clusters Score -130904.5 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -131728.687500 Penalty: 3879.535156
	Iteration 1F: 3 clusters Score -131728.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -132058.468750 Penalty: 3879.535156
	Iteration 2F: 3 clusters Score -132058.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -132247.093750 Penalty: 3879.535156
	Iteration 3F: 3 clusters Score -132247.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -132409.250000 Penalty: 3879.535156
	Iteration 4F: 3 clusters Score -132409.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -132551.000000 Penalty: 3879.535156
	Iteration 5Q: 3 clusters Score -132551 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -132680.421875 Penalty: 3879.535156
	Iteration 6Q: 3 clusters Score -132680.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -132784.906250 Penalty: 3879.535156
	Iteration 7Q: 3 clusters Score -132784.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -132888.062500 Penalty: 3879.535156
	Iteration 8Q: 3 clusters Score -132888.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -132984.781250 Penalty: 3879.535156
	Iteration 9Q: 3 clusters Score -132984.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -133078.796875 Penalty: 3879.535156
	Iteration 10Q: 3 clusters Score -133078.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -133153.281250 Penalty: 3879.535156
	Iteration 11Q: 3 clusters Score -133153.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -133211.093750 Penalty: 3879.535156
	Iteration 12Q: 3 clusters Score -133211.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -133267.890625 Penalty: 3879.535156
	Iteration 13Q: 3 clusters Score -133267.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -133311.156250 Penalty: 3879.535156
	Iteration 14Q: 3 clusters Score -133311.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -133334.562500 Penalty: 3879.535156
	Iteration 15Q: 3 clusters Score -133334.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -133349.968750 Penalty: 3879.535156
	Iteration 16Q: 3 clusters Score -133350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -133360.562500 Penalty: 3879.535156
	Iteration 17Q: 3 clusters Score -133360.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -133365.281250 Penalty: 3879.535156
	Iteration 18Q: 3 clusters Score -133365.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -133369.312500 Penalty: 3879.535156
	Iteration 19Q: 3 clusters Score -133369.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -133370.750000 Penalty: 3879.535156
	Iteration 20F: 3 clusters Score -133370.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Entering Unmasked Estep 
Score: -3499165.250000 Penalty: 2664.741455
	Iteration 0F: 2 clusters Score -3499165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -3467905.000000 Penalty: 5329.482910
	Iteration 0F: 3 clusters Score -3467905 nChanged 21408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -3479697.250000 Penalty: 5329.482910
	Iteration 1F: 3 clusters Score -3479697 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -3480283.750000 Penalty: 5329.482910
	Iteration 2Q: 3 clusters Score -3480284 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -3480904.250000 Penalty: 5329.482910
	Iteration 3Q: 3 clusters Score -3480904 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -3481662.750000 Penalty: 5329.482910
	Iteration 4Q: 3 clusters Score -3481663 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -3482536.500000 Penalty: 5329.482910
	Iteration 5Q: 3 clusters Score -3482536 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -3483687.250000 Penalty: 5329.482910
	Iteration 6Q: 3 clusters Score -3483687 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -3485175.250000 Penalty: 5329.482910
	Iteration 7F: 3 clusters Score -3485175 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -3486942.000000 Penalty: 5329.482910
	Iteration 8F: 3 clusters Score -3486942 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -3488542.250000 Penalty: 5329.482910
	Iteration 9F: 3 clusters Score -3488542 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -3489886.250000 Penalty: 5329.482910
	Iteration 10F: 3 clusters Score -3489886 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -3490780.250000 Penalty: 5329.482910
	Iteration 11Q: 3 clusters Score -3490780 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -3491355.500000 Penalty: 5329.482910
	Iteration 12Q: 3 clusters Score -3491356 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -3491704.000000 Penalty: 5329.482910
	Iteration 13Q: 3 clusters Score -3491704 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -3491890.000000 Penalty: 5329.482910
	Iteration 14Q: 3 clusters Score -3491890 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -3492060.250000 Penalty: 5329.482910
	Iteration 15Q: 3 clusters Score -3492060 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -3492199.250000 Penalty: 5329.482910
	Iteration 16Q: 3 clusters Score -3492199 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -3492331.750000 Penalty: 5329.482910
	Iteration 17Q: 3 clusters Score -3492332 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -3492423.500000 Penalty: 5329.482910
	Iteration 18Q: 3 clusters Score -3492424 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -3492506.750000 Penalty: 5329.482910
	Iteration 19Q: 3 clusters Score -3492507 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -3492558.750000 Penalty: 5329.482910
	Iteration 20F: 3 clusters Score -3492559 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -3492593.500000 Penalty: 5329.482910
	Iteration 21Q: 3 clusters Score -3492594 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -3492614.500000 Penalty: 5329.482910
	Iteration 22Q: 3 clusters Score -3492614 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -3492627.250000 Penalty: 5329.482910
	Iteration 23Q: 3 clusters Score -3492627 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -3492649.500000 Penalty: 5329.482910
	Iteration 24Q: 3 clusters Score -3492650 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -3492689.500000 Penalty: 5329.482910
	Iteration 25Q: 3 clusters Score -3492690 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -3492723.000000 Penalty: 5329.482910
	Iteration 26Q: 3 clusters Score -3492723 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -3492713.750000 Penalty: 5329.482910
	Iteration 27Q: 3 clusters Score -3492714 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -3492728.500000 Penalty: 5329.482910
	Iteration 28Q: 3 clusters Score -3492728 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -3492735.750000 Penalty: 5329.482910
	Iteration 29Q: 3 clusters Score -3492736 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -3492744.500000 Penalty: 5329.482910
	Iteration 30Q: 3 clusters Score -3492744 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -3492764.500000 Penalty: 5329.482910
	Iteration 31Q: 3 clusters Score -3492764 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -3492782.250000 Penalty: 5329.482910
	Iteration 32Q: 3 clusters Score -3492782 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -3492783.750000 Penalty: 5329.482910
	Iteration 33Q: 3 clusters Score -3492784 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -3492793.000000 Penalty: 5329.482910
	Iteration 34Q: 3 clusters Score -3492793 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -3492815.500000 Penalty: 5329.482910
	Iteration 35Q: 3 clusters Score -3492816 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -3492823.750000 Penalty: 5329.482910
	Iteration 36Q: 3 clusters Score -3492824 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3492838.250000 Penalty: 5329.482910
	Iteration 37Q: 3 clusters Score -3492838 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -3492845.500000 Penalty: 5329.482910
	Iteration 38Q: 3 clusters Score -3492846 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -3492842.250000 Penalty: 5329.482910
	Iteration 39Q: 3 clusters Score -3492842 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -3492845.000000 Penalty: 5329.482910
	Iteration 40F: 3 clusters Score -3492845 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -3492861.000000 Penalty: 5329.482910
	Iteration 41Q: 3 clusters Score -3492861 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -3492868.750000 Penalty: 5329.482910
	Iteration 42Q: 3 clusters Score -3492869 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -3492880.500000 Penalty: 5329.482910
	Iteration 43Q: 3 clusters Score -3492880 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -3492900.500000 Penalty: 5329.482910
	Iteration 44Q: 3 clusters Score -3492900 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -3492912.500000 Penalty: 5329.482910
	Iteration 45Q: 3 clusters Score -3492912 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -3492928.250000 Penalty: 5329.482910
	Iteration 46Q: 3 clusters Score -3492928 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -3492940.250000 Penalty: 5329.482910
	Iteration 47Q: 3 clusters Score -3492940 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -3492954.000000 Penalty: 5329.482910
	Iteration 48Q: 3 clusters Score -3492954 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -3492964.750000 Penalty: 5329.482910
	Iteration 49Q: 3 clusters Score -3492965 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -3492972.000000 Penalty: 5329.482910
	Iteration 50Q: 3 clusters Score -3492972 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -3492993.250000 Penalty: 5329.482910
	Iteration 51Q: 3 clusters Score -3492993 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -3493024.250000 Penalty: 5329.482910
	Iteration 52Q: 3 clusters Score -3493024 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -3493048.000000 Penalty: 5329.482910
	Iteration 53Q: 3 clusters Score -3493048 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -3493080.250000 Penalty: 5329.482910
	Iteration 54Q: 3 clusters Score -3493080 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -3493124.500000 Penalty: 5329.482910
	Iteration 55Q: 3 clusters Score -3493124 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -3493184.500000 Penalty: 5329.482910
	Iteration 56Q: 3 clusters Score -3493184 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -3493240.750000 Penalty: 5329.482910
	Iteration 57Q: 3 clusters Score -3493241 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -3493271.500000 Penalty: 5329.482910
	Iteration 58Q: 3 clusters Score -3493272 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -3493319.000000 Penalty: 5329.482910
	Iteration 59Q: 3 clusters Score -3493319 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -3493382.000000 Penalty: 5329.482910
	Iteration 60F: 3 clusters Score -3493382 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -3493404.750000 Penalty: 5329.482910
	Iteration 61Q: 3 clusters Score -3493405 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -3493435.500000 Penalty: 5329.482910
	Iteration 62Q: 3 clusters Score -3493436 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -3493484.000000 Penalty: 5329.482910
	Iteration 63Q: 3 clusters Score -3493484 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -3493533.250000 Penalty: 5329.482910
	Iteration 64Q: 3 clusters Score -3493533 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -3493567.750000 Penalty: 5329.482910
	Iteration 65Q: 3 clusters Score -3493568 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -3493587.250000 Penalty: 5329.482910
	Iteration 66Q: 3 clusters Score -3493587 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -3493634.250000 Penalty: 5329.482910
	Iteration 67Q: 3 clusters Score -3493634 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -3493694.250000 Penalty: 5329.482910
	Iteration 68Q: 3 clusters Score -3493694 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3496243 nChanged 311
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Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3496659 nChanged 121
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Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3496680 nChanged 108
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Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3496708 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3496729 nChanged 91
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Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3496758 nChanged 89
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Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3496764 nChanged 77
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Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3496781 nChanged 87
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Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3496811 nChanged 88
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Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3496817 nChanged 80
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Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3496827 nChanged 78
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Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3496834 nChanged 87
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Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3496860 nChanged 81
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Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3496879 nChanged 87
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Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3496882 nChanged 79
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Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3496897 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -3496909.000000 Penalty: 5329.482910
	Iteration 115Q: 3 clusters Score -3496909 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3496916 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3496933 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3496944 nChanged 57
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Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3496959 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -3496963.250000 Penalty: 5329.482910
	Iteration 120F: 3 clusters Score -3496963 nChanged 46
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Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3496970 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3496983 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3496987 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3497000 nChanged 45
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Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -3497004.500000 Penalty: 5329.482910
	Iteration 126Q: 3 clusters Score -3497004 nChanged 52
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Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3497006 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -3497031.250000 Penalty: 5329.482910
	Iteration 128Q: 3 clusters Score -3497031 nChanged 51
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Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -3497045.000000 Penalty: 5329.482910
	Iteration 129Q: 3 clusters Score -3497045 nChanged 45
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Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3497046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -3497053.750000 Penalty: 5329.482910
	Iteration 131Q: 3 clusters Score -3497054 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -3497063.500000 Penalty: 5329.482910
	Iteration 132Q: 3 clusters Score -3497064 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -3497057.500000 Penalty: 5329.482910
	Iteration 133Q: 3 clusters Score -3497058 nChanged 20
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Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3497058 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3497067 nChanged 17
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Mstep: Class 1 contains 3665 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3497073 nChanged 21
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Mstep: Class 1 contains 3644 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3497078 nChanged 24
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Mstep: Class 1 contains 3620 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3497078 nChanged 31
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Mstep: Class 1 contains 3589 members 
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Entering Unmasked Estep 
Score: -3497094.250000 Penalty: 5329.482910
	Iteration 139Q: 3 clusters Score -3497094 nChanged 39
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Mstep: Class 1 contains 3550 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3497106 nChanged 29
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Mstep: Class 1 contains 3521 members 
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Entering Unmasked Estep 
Score: -3497111.000000 Penalty: 5329.482910
	Iteration 141Q: 3 clusters Score -3497111 nChanged 23
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Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3497100 nChanged 29
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Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3497099 nChanged 24
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	Iteration 144Q: 3 clusters Score -3497115 nChanged 23
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Mstep: Class 1 contains 3424 members 
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	Iteration 145Q: 3 clusters Score -3497117 nChanged 24
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Mstep: Class 1 contains 3384 members 
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	Iteration 147Q: 3 clusters Score -3497124 nChanged 13
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Mstep: Class 1 contains 3373 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3497122 nChanged 12
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Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3497124 nChanged 17
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Mstep: Class 1 contains 3344 members 
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Entering Unmasked Estep 
Score: -3497128.750000 Penalty: 5329.482910
	Iteration 150Q: 3 clusters Score -3497129 nChanged 17
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Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3497131 nChanged 24
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Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3497128 nChanged 28
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Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -3497139.250000 Penalty: 5329.482910
	Iteration 153Q: 3 clusters Score -3497139 nChanged 24
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Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -3497147.500000 Penalty: 5329.482910
	Iteration 154Q: 3 clusters Score -3497148 nChanged 33
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Mstep: Class 1 contains 3218 members 
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Entering Unmasked Estep 
Score: -3497157.750000 Penalty: 5329.482910
	Iteration 155Q: 3 clusters Score -3497158 nChanged 30
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Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -3497154.750000 Penalty: 5329.482910
	Iteration 156Q: 3 clusters Score -3497155 nChanged 31
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Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3497153 nChanged 21
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Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3497157 nChanged 17
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Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -3497160.000000 Penalty: 5329.482910
	Iteration 159Q: 3 clusters Score -3497160 nChanged 13
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Mstep: Class 1 contains 3110 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3497156 nChanged 11
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Mstep: Class 1 contains 3099 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3497157 nChanged 12
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Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -3497158.750000 Penalty: 5329.482910
	Iteration 162Q: 3 clusters Score -3497159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -3497157.750000 Penalty: 5329.482910
	Iteration 163Q: 3 clusters Score -3497158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -3497161.250000 Penalty: 5329.482910
	Iteration 164Q: 3 clusters Score -3497161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -3497160.000000 Penalty: 5329.482910
	Iteration 165Q: 3 clusters Score -3497160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -3497159.000000 Penalty: 5329.482910
	Iteration 166Q: 3 clusters Score -3497159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -3497161.500000 Penalty: 5329.482910
	Iteration 167Q: 3 clusters Score -3497162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -3497158.750000 Penalty: 5329.482910
	Iteration 168Q: 3 clusters Score -3497159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -3497164.250000 Penalty: 5329.482910
	Iteration 169Q: 3 clusters Score -3497164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -3497168.750000 Penalty: 5329.482910
	Iteration 170Q: 3 clusters Score -3497169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -3497166.750000 Penalty: 5329.482910
	Iteration 171Q: 3 clusters Score -3497167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -3497163.750000 Penalty: 5329.482910
	Iteration 172Q: 3 clusters Score -3497164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -3497172.750000 Penalty: 5329.482910
	Iteration 173Q: 3 clusters Score -3497173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -3497173.750000 Penalty: 5329.482910
	Iteration 174Q: 3 clusters Score -3497174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -3497178.750000 Penalty: 5329.482910
	Iteration 175Q: 3 clusters Score -3497179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -3497178.000000 Penalty: 5329.482910
	Iteration 176Q: 3 clusters Score -3497178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -3497180.000000 Penalty: 5329.482910
	Iteration 177Q: 3 clusters Score -3497180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -3497178.250000 Penalty: 5329.482910
	Iteration 178Q: 3 clusters Score -3497178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -3497181.500000 Penalty: 5329.482910
	Iteration 179Q: 3 clusters Score -3497182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -3497175.750000 Penalty: 5329.482910
	Iteration 180F: 3 clusters Score -3497176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -3497176.250000 Penalty: 5329.482910
	Iteration 181Q: 3 clusters Score -3497176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -3497173.000000 Penalty: 5329.482910
	Iteration 182Q: 3 clusters Score -3497173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -3497172.250000 Penalty: 5329.482910
	Iteration 183Q: 3 clusters Score -3497172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -3497175.250000 Penalty: 5329.482910
	Iteration 184Q: 3 clusters Score -3497175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -3497176.000000 Penalty: 5329.482910
	Iteration 185Q: 3 clusters Score -3497176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -3497178.250000 Penalty: 5329.482910
	Iteration 186Q: 3 clusters Score -3497178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -3497185.000000 Penalty: 5329.482910
	Iteration 187Q: 3 clusters Score -3497185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -3497187.000000 Penalty: 5329.482910
	Iteration 188Q: 3 clusters Score -3497187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -3497184.500000 Penalty: 5329.482910
	Iteration 189Q: 3 clusters Score -3497184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -3497185.500000 Penalty: 5329.482910
	Iteration 190Q: 3 clusters Score -3497186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -3497181.000000 Penalty: 5329.482910
	Iteration 191Q: 3 clusters Score -3497181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -3497186.250000 Penalty: 5329.482910
	Iteration 192Q: 3 clusters Score -3497186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -3497187.500000 Penalty: 5329.482910
	Iteration 193Q: 3 clusters Score -3497188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -3497186.500000 Penalty: 5329.482910
	Iteration 194Q: 3 clusters Score -3497186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -3497186.500000 Penalty: 5329.482910
	Iteration 195F: 3 clusters Score -3497186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Entering Unmasked Estep 
Score: -221192.421875 Penalty: 1997.048584
	Iteration 0F: 2 clusters Score -221192.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -217843.062500 Penalty: 3994.097168
	Iteration 0F: 3 clusters Score -217843.1 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -218574.875000 Penalty: 3994.097168
	Iteration 1F: 3 clusters Score -218574.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -218775.343750 Penalty: 3994.097168
	Iteration 2F: 3 clusters Score -218775.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -218945.968750 Penalty: 3994.097168
	Iteration 3F: 3 clusters Score -218946 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -219181.390625 Penalty: 3994.097168
	Iteration 4F: 3 clusters Score -219181.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -219501.468750 Penalty: 3994.097168
	Iteration 5F: 3 clusters Score -219501.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -219883.390625 Penalty: 3994.097168
	Iteration 6F: 3 clusters Score -219883.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -220211.562500 Penalty: 3994.097168
	Iteration 7F: 3 clusters Score -220211.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -220397.140625 Penalty: 3994.097168
	Iteration 8Q: 3 clusters Score -220397.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -220538.968750 Penalty: 3994.097168
	Iteration 9Q: 3 clusters Score -220539 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -220613.796875 Penalty: 3994.097168
	Iteration 10Q: 3 clusters Score -220613.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -220660.562500 Penalty: 3994.097168
	Iteration 11Q: 3 clusters Score -220660.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -220708.656250 Penalty: 3994.097168
	Iteration 12Q: 3 clusters Score -220708.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -220787.281250 Penalty: 3994.097168
	Iteration 13Q: 3 clusters Score -220787.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -220849.156250 Penalty: 3994.097168
	Iteration 14Q: 3 clusters Score -220849.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -220884.046875 Penalty: 3994.097168
	Iteration 15Q: 3 clusters Score -220884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -220908.546875 Penalty: 3994.097168
	Iteration 16Q: 3 clusters Score -220908.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -220922.843750 Penalty: 3994.097168
	Iteration 17Q: 3 clusters Score -220922.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -220928.062500 Penalty: 3994.097168
	Iteration 18Q: 3 clusters Score -220928.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -220929.125000 Penalty: 3994.097168
	Iteration 19Q: 3 clusters Score -220929.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -220929.406250 Penalty: 3994.097168
	Iteration 20F: 3 clusters Score -220929.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Entering Unmasked Estep 
Score: -499278.531250 Penalty: 2187.166992
	Iteration 0F: 2 clusters Score -499278.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -493625.281250 Penalty: 4374.333984
	Iteration 0F: 3 clusters Score -493625.3 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -495115.187500 Penalty: 4374.333984
	Iteration 1F: 3 clusters Score -495115.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -495452.875000 Penalty: 4374.333984
	Iteration 2F: 3 clusters Score -495452.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -495794.031250 Penalty: 4374.333984
	Iteration 3F: 3 clusters Score -495794 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -496148.593750 Penalty: 4374.333984
	Iteration 4F: 3 clusters Score -496148.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -496499.656250 Penalty: 4374.333984
	Iteration 5F: 3 clusters Score -496499.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -496871.343750 Penalty: 4374.333984
	Iteration 6F: 3 clusters Score -496871.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -497259.875000 Penalty: 4374.333984
	Iteration 7F: 3 clusters Score -497259.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -497619.312500 Penalty: 4374.333984
	Iteration 8F: 3 clusters Score -497619.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -497905.906250 Penalty: 4374.333984
	Iteration 9Q: 3 clusters Score -497905.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -498091.656250 Penalty: 4374.333984
	Iteration 10Q: 3 clusters Score -498091.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -498231.875000 Penalty: 4374.333984
	Iteration 11Q: 3 clusters Score -498231.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -498370.875000 Penalty: 4374.333984
	Iteration 12Q: 3 clusters Score -498370.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -498457.875000 Penalty: 4374.333984
	Iteration 13Q: 3 clusters Score -498457.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -498501.906250 Penalty: 4374.333984
	Iteration 14Q: 3 clusters Score -498501.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -498525.437500 Penalty: 4374.333984
	Iteration 15Q: 3 clusters Score -498525.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -498547.906250 Penalty: 4374.333984
	Iteration 16Q: 3 clusters Score -498547.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -498562.312500 Penalty: 4374.333984
	Iteration 17Q: 3 clusters Score -498562.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -498572.250000 Penalty: 4374.333984
	Iteration 18Q: 3 clusters Score -498572.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -498577.718750 Penalty: 4374.333984
	Iteration 19Q: 3 clusters Score -498577.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -498584.531250 Penalty: 4374.333984
	Iteration 20F: 3 clusters Score -498584.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -498591.062500 Penalty: 4374.333984
	Iteration 21Q: 3 clusters Score -498591.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -498597.031250 Penalty: 4374.333984
	Iteration 22Q: 3 clusters Score -498597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -498597.843750 Penalty: 4374.333984
	Iteration 23Q: 3 clusters Score -498597.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -498601.000000 Penalty: 4374.333984
	Iteration 24Q: 3 clusters Score -498601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -498601.812500 Penalty: 4374.333984
	Iteration 25Q: 3 clusters Score -498601.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -498606.656250 Penalty: 4374.333984
	Iteration 26Q: 3 clusters Score -498606.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -498609.812500 Penalty: 4374.333984
	Iteration 27Q: 3 clusters Score -498609.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -498610.468750 Penalty: 4374.333984
	Iteration 28Q: 3 clusters Score -498610.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -498611.937500 Penalty: 4374.333984
	Iteration 29Q: 3 clusters Score -498611.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -498611.718750 Penalty: 4374.333984
	Iteration 30Q: 3 clusters Score -498611.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -498613.468750 Penalty: 4374.333984
	Iteration 31Q: 3 clusters Score -498613.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -498613.468750 Penalty: 4374.333984
	Iteration 32F: 3 clusters Score -498613.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (206892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206892 members 
Entering Unmasked Estep 
Score: -15477456.000000 Penalty: 3035.508057
	Iteration 0F: 2 clusters Score -1.547746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103670 members 
Mstep: Class 2 contains 103222 members 
Entering Unmasked Estep 
Score: -15338615.000000 Penalty: 6071.016113
	Iteration 0F: 3 clusters Score -1.533862e+07 nChanged 99612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105516 members 
Mstep: Class 2 contains 101376 members 
Entering Unmasked Estep 
Score: -15396916.000000 Penalty: 6071.016113
	Iteration 1F: 3 clusters Score -1.539692e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106638 members 
Mstep: Class 2 contains 100254 members 
Entering Unmasked Estep 
Score: -15397999.000000 Penalty: 6071.016113
	Iteration 2Q: 3 clusters Score -1.5398e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108365 members 
Mstep: Class 2 contains 98527 members 
Entering Unmasked Estep 
Score: -15399427.000000 Penalty: 6071.016113
	Iteration 3Q: 3 clusters Score -1.539943e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110978 members 
Mstep: Class 2 contains 95914 members 
Entering Unmasked Estep 
Score: -15401239.000000 Penalty: 6071.016113
	Iteration 4Q: 3 clusters Score -1.540124e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114860 members 
Mstep: Class 2 contains 92032 members 
Entering Unmasked Estep 
Score: -15403663.000000 Penalty: 6071.016113
	Iteration 5Q: 3 clusters Score -1.540366e+07 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120518 members 
Mstep: Class 2 contains 86374 members 
Entering Unmasked Estep 
Score: -15407264.000000 Penalty: 6071.016113
	Iteration 6Q: 3 clusters Score -1.540726e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128606 members 
Mstep: Class 2 contains 78286 members 
Entering Unmasked Estep 
Score: -15412633.000000 Penalty: 6071.016113
	Iteration 7Q: 3 clusters Score -1.541263e+07 nChanged 12074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139650 members 
Mstep: Class 2 contains 67242 members 
Entering Unmasked Estep 
Score: -15420966.000000 Penalty: 6071.016113
	Iteration 8F: 3 clusters Score -1.542097e+07 nChanged 14164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153430 members 
Mstep: Class 2 contains 53462 members 
Entering Unmasked Estep 
Score: -15432239.000000 Penalty: 6071.016113
	Iteration 9F: 3 clusters Score -1.543224e+07 nChanged 14993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168301 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -15444913.000000 Penalty: 6071.016113
	Iteration 10F: 3 clusters Score -1.544491e+07 nChanged 13532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181819 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -15456652.000000 Penalty: 6071.016113
	Iteration 11F: 3 clusters Score -1.545665e+07 nChanged 10157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191960 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -15465100.000000 Penalty: 6071.016113
	Iteration 12Q: 3 clusters Score -1.54651e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198300 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -15469889.000000 Penalty: 6071.016113
	Iteration 13Q: 3 clusters Score -1.546989e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201751 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -15472174.000000 Penalty: 6071.016113
	Iteration 14Q: 3 clusters Score -1.547217e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203542 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -15473387.000000 Penalty: 6071.016113
	Iteration 15Q: 3 clusters Score -1.547339e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204473 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -15473937.000000 Penalty: 6071.016113
	Iteration 16Q: 3 clusters Score -1.547394e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204967 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -15474242.000000 Penalty: 6071.016113
	Iteration 17Q: 3 clusters Score -1.547424e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205274 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -15474469.000000 Penalty: 6071.016113
	Iteration 18Q: 3 clusters Score -1.547447e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205462 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -15474594.000000 Penalty: 6071.016113
	Iteration 19Q: 3 clusters Score -1.547459e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205579 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -15474665.000000 Penalty: 6071.016113
	Iteration 20F: 3 clusters Score -1.547466e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205661 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -15474737.000000 Penalty: 6071.016113
	Iteration 21Q: 3 clusters Score -1.547474e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205732 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -15474808.000000 Penalty: 6071.016113
	Iteration 22Q: 3 clusters Score -1.547481e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205791 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -15474851.000000 Penalty: 6071.016113
	Iteration 23Q: 3 clusters Score -1.547485e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205825 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -15474885.000000 Penalty: 6071.016113
	Iteration 24Q: 3 clusters Score -1.547488e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205859 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -15474928.000000 Penalty: 6071.016113
	Iteration 25Q: 3 clusters Score -1.547493e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205884 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -15474930.000000 Penalty: 6071.016113
	Iteration 26Q: 3 clusters Score -1.547493e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205909 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -15474944.000000 Penalty: 6071.016113
	Iteration 27Q: 3 clusters Score -1.547494e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205920 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -15474951.000000 Penalty: 6071.016113
	Iteration 28Q: 3 clusters Score -1.547495e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205931 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -15474956.000000 Penalty: 6071.016113
	Iteration 29Q: 3 clusters Score -1.547496e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205938 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -15474978.000000 Penalty: 6071.016113
	Iteration 30Q: 3 clusters Score -1.547498e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205942 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -15474996.000000 Penalty: 6071.016113
	Iteration 31Q: 3 clusters Score -1.5475e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205953 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -15474989.000000 Penalty: 6071.016113
	Iteration 32Q: 3 clusters Score -1.547499e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205961 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -15475004.000000 Penalty: 6071.016113
	Iteration 33Q: 3 clusters Score -1.5475e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205971 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -15475013.000000 Penalty: 6071.016113
	Iteration 34Q: 3 clusters Score -1.547501e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205979 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -15475021.000000 Penalty: 6071.016113
	Iteration 35Q: 3 clusters Score -1.547502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205980 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -15475025.000000 Penalty: 6071.016113
	Iteration 36Q: 3 clusters Score -1.547502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205981 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -15475028.000000 Penalty: 6071.016113
	Iteration 37Q: 3 clusters Score -1.547503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205984 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -15475035.000000 Penalty: 6071.016113
	Iteration 38Q: 3 clusters Score -1.547504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205987 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -15475033.000000 Penalty: 6071.016113
	Iteration 39Q: 3 clusters Score -1.547503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205987 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -15475039.000000 Penalty: 6071.016113
	Iteration 40F: 3 clusters Score -1.547504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205990 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -15475035.000000 Penalty: 6071.016113
	Iteration 41Q: 3 clusters Score -1.547504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205991 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -15475050.000000 Penalty: 6071.016113
	Iteration 42Q: 3 clusters Score -1.547505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205991 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -15475056.000000 Penalty: 6071.016113
	Iteration 43Q: 3 clusters Score -1.547506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205991 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -15475052.000000 Penalty: 6071.016113
	Iteration 44Q: 3 clusters Score -1.547505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205991 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -15475047.000000 Penalty: 6071.016113
	Iteration 45Q: 3 clusters Score -1.547505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205993 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -15475052.000000 Penalty: 6071.016113
	Iteration 46Q: 3 clusters Score -1.547505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205992 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -15475048.000000 Penalty: 6071.016113
	Iteration 47Q: 3 clusters Score -1.547505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205991 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -15475056.000000 Penalty: 6071.016113
	Iteration 48Q: 3 clusters Score -1.547506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205991 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -15475056.000000 Penalty: 6071.016113
	Iteration 49F: 3 clusters Score -1.547506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Entering Unmasked Estep 
Score: -1907637.125000 Penalty: 2508.912109
	Iteration 0F: 2 clusters Score -1907637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1890480.500000 Penalty: 5017.824219
	Iteration 0F: 3 clusters Score -1890480 nChanged 10985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1896428.375000 Penalty: 5017.824219
	Iteration 1F: 3 clusters Score -1896428 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1896815.000000 Penalty: 5017.824219
	Iteration 2Q: 3 clusters Score -1896815 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1897136.875000 Penalty: 5017.824219
	Iteration 3Q: 3 clusters Score -1897137 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1897451.625000 Penalty: 5017.824219
	Iteration 4Q: 3 clusters Score -1897452 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1897787.125000 Penalty: 5017.824219
	Iteration 5Q: 3 clusters Score -1897787 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1898148.125000 Penalty: 5017.824219
	Iteration 6Q: 3 clusters Score -1898148 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1898614.250000 Penalty: 5017.824219
	Iteration 7Q: 3 clusters Score -1898614 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1899175.125000 Penalty: 5017.824219
	Iteration 8Q: 3 clusters Score -1899175 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1899907.250000 Penalty: 5017.824219
	Iteration 9Q: 3 clusters Score -1899907 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1900978.625000 Penalty: 5017.824219
	Iteration 10F: 3 clusters Score -1900979 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1902207.500000 Penalty: 5017.824219
	Iteration 11F: 3 clusters Score -1902208 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1903190.500000 Penalty: 5017.824219
	Iteration 12F: 3 clusters Score -1903190 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1903749.000000 Penalty: 5017.824219
	Iteration 13Q: 3 clusters Score -1903749 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1904049.875000 Penalty: 5017.824219
	Iteration 14Q: 3 clusters Score -1904050 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1904243.125000 Penalty: 5017.824219
	Iteration 15Q: 3 clusters Score -1904243 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1904424.000000 Penalty: 5017.824219
	Iteration 16Q: 3 clusters Score -1904424 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1904543.375000 Penalty: 5017.824219
	Iteration 17Q: 3 clusters Score -1904543 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1904629.375000 Penalty: 5017.824219
	Iteration 18Q: 3 clusters Score -1904629 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1904712.250000 Penalty: 5017.824219
	Iteration 19Q: 3 clusters Score -1904712 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1904779.375000 Penalty: 5017.824219
	Iteration 20F: 3 clusters Score -1904779 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1904836.375000 Penalty: 5017.824219
	Iteration 21Q: 3 clusters Score -1904836 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1904909.250000 Penalty: 5017.824219
	Iteration 22Q: 3 clusters Score -1904909 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1904963.250000 Penalty: 5017.824219
	Iteration 23Q: 3 clusters Score -1904963 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1905023.875000 Penalty: 5017.824219
	Iteration 24Q: 3 clusters Score -1905024 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1905079.375000 Penalty: 5017.824219
	Iteration 25Q: 3 clusters Score -1905079 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1905135.125000 Penalty: 5017.824219
	Iteration 26Q: 3 clusters Score -1905135 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1905182.750000 Penalty: 5017.824219
	Iteration 27Q: 3 clusters Score -1905183 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1905223.000000 Penalty: 5017.824219
	Iteration 28Q: 3 clusters Score -1905223 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1905259.875000 Penalty: 5017.824219
	Iteration 29Q: 3 clusters Score -1905260 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1905302.625000 Penalty: 5017.824219
	Iteration 30Q: 3 clusters Score -1905303 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1905338.625000 Penalty: 5017.824219
	Iteration 31Q: 3 clusters Score -1905339 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1905366.625000 Penalty: 5017.824219
	Iteration 32Q: 3 clusters Score -1905367 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1905394.375000 Penalty: 5017.824219
	Iteration 33Q: 3 clusters Score -1905394 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1905414.500000 Penalty: 5017.824219
	Iteration 34Q: 3 clusters Score -1905414 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1905434.000000 Penalty: 5017.824219
	Iteration 35Q: 3 clusters Score -1905434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1905445.250000 Penalty: 5017.824219
	Iteration 36Q: 3 clusters Score -1905445 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1905463.250000 Penalty: 5017.824219
	Iteration 37Q: 3 clusters Score -1905463 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1905469.375000 Penalty: 5017.824219
	Iteration 38Q: 3 clusters Score -1905469 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1905483.500000 Penalty: 5017.824219
	Iteration 39Q: 3 clusters Score -1905484 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1905496.625000 Penalty: 5017.824219
	Iteration 40F: 3 clusters Score -1905497 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1905515.625000 Penalty: 5017.824219
	Iteration 41Q: 3 clusters Score -1905516 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1905529.000000 Penalty: 5017.824219
	Iteration 42Q: 3 clusters Score -1905529 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1905542.000000 Penalty: 5017.824219
	Iteration 43Q: 3 clusters Score -1905542 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1905552.625000 Penalty: 5017.824219
	Iteration 44Q: 3 clusters Score -1905553 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1905570.500000 Penalty: 5017.824219
	Iteration 45Q: 3 clusters Score -1905570 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1905578.125000 Penalty: 5017.824219
	Iteration 46Q: 3 clusters Score -1905578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1905593.875000 Penalty: 5017.824219
	Iteration 47Q: 3 clusters Score -1905594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1905597.500000 Penalty: 5017.824219
	Iteration 48Q: 3 clusters Score -1905598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1905605.000000 Penalty: 5017.824219
	Iteration 49Q: 3 clusters Score -1905605 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1905615.000000 Penalty: 5017.824219
	Iteration 50Q: 3 clusters Score -1905615 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1905625.250000 Penalty: 5017.824219
	Iteration 51Q: 3 clusters Score -1905625 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1905634.875000 Penalty: 5017.824219
	Iteration 52Q: 3 clusters Score -1905635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1905636.375000 Penalty: 5017.824219
	Iteration 53Q: 3 clusters Score -1905636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1905650.125000 Penalty: 5017.824219
	Iteration 54Q: 3 clusters Score -1905650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1905659.250000 Penalty: 5017.824219
	Iteration 55Q: 3 clusters Score -1905659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1905661.250000 Penalty: 5017.824219
	Iteration 56Q: 3 clusters Score -1905661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1905663.625000 Penalty: 5017.824219
	Iteration 57Q: 3 clusters Score -1905664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1905667.000000 Penalty: 5017.824219
	Iteration 58Q: 3 clusters Score -1905667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1905671.250000 Penalty: 5017.824219
	Iteration 59Q: 3 clusters Score -1905671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1905673.625000 Penalty: 5017.824219
	Iteration 60F: 3 clusters Score -1905674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1905676.875000 Penalty: 5017.824219
	Iteration 61Q: 3 clusters Score -1905677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1905681.000000 Penalty: 5017.824219
	Iteration 62Q: 3 clusters Score -1905681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1905683.125000 Penalty: 5017.824219
	Iteration 63Q: 3 clusters Score -1905683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1905685.875000 Penalty: 5017.824219
	Iteration 64Q: 3 clusters Score -1905686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1905687.750000 Penalty: 5017.824219
	Iteration 65Q: 3 clusters Score -1905688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1905689.125000 Penalty: 5017.824219
	Iteration 66Q: 3 clusters Score -1905689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1905692.625000 Penalty: 5017.824219
	Iteration 67Q: 3 clusters Score -1905693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1905695.875000 Penalty: 5017.824219
	Iteration 68Q: 3 clusters Score -1905696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1905698.875000 Penalty: 5017.824219
	Iteration 69Q: 3 clusters Score -1905699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1905702.125000 Penalty: 5017.824219
	Iteration 70Q: 3 clusters Score -1905702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1905707.125000 Penalty: 5017.824219
	Iteration 71Q: 3 clusters Score -1905707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1905709.500000 Penalty: 5017.824219
	Iteration 72Q: 3 clusters Score -1905710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1905712.250000 Penalty: 5017.824219
	Iteration 73Q: 3 clusters Score -1905712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1905715.000000 Penalty: 5017.824219
	Iteration 74Q: 3 clusters Score -1905715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1905714.125000 Penalty: 5017.824219
	Iteration 75Q: 3 clusters Score -1905714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1905712.125000 Penalty: 5017.824219
	Iteration 76Q: 3 clusters Score -1905712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1905712.750000 Penalty: 5017.824219
	Iteration 77Q: 3 clusters Score -1905713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1905717.875000 Penalty: 5017.824219
	Iteration 78Q: 3 clusters Score -1905718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1905719.125000 Penalty: 5017.824219
	Iteration 79Q: 3 clusters Score -1905719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1905717.875000 Penalty: 5017.824219
	Iteration 80F: 3 clusters Score -1905718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Entering Unmasked Estep 
Score: -146960.750000 Penalty: 1897.241943
	Iteration 0F: 2 clusters Score -146960.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -144312.437500 Penalty: 3794.483887
	Iteration 0F: 3 clusters Score -144312.4 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -144815.593750 Penalty: 3794.483887
	Iteration 1F: 3 clusters Score -144815.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -145027.890625 Penalty: 3794.483887
	Iteration 2F: 3 clusters Score -145027.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -145154.125000 Penalty: 3794.483887
	Iteration 3F: 3 clusters Score -145154.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -145256.468750 Penalty: 3794.483887
	Iteration 4Q: 3 clusters Score -145256.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -145328.187500 Penalty: 3794.483887
	Iteration 5Q: 3 clusters Score -145328.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -145377.968750 Penalty: 3794.483887
	Iteration 6Q: 3 clusters Score -145378 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -145421.500000 Penalty: 3794.483887
	Iteration 7Q: 3 clusters Score -145421.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -145450.531250 Penalty: 3794.483887
	Iteration 8Q: 3 clusters Score -145450.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -145470.671875 Penalty: 3794.483887
	Iteration 9Q: 3 clusters Score -145470.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -145481.781250 Penalty: 3794.483887
	Iteration 10Q: 3 clusters Score -145481.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -145491.875000 Penalty: 3794.483887
	Iteration 11Q: 3 clusters Score -145491.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -145497.640625 Penalty: 3794.483887
	Iteration 12Q: 3 clusters Score -145497.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -145500.218750 Penalty: 3794.483887
	Iteration 13Q: 3 clusters Score -145500.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -145504.078125 Penalty: 3794.483887
	Iteration 14Q: 3 clusters Score -145504.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -145509.781250 Penalty: 3794.483887
	Iteration 15Q: 3 clusters Score -145509.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -145515.093750 Penalty: 3794.483887
	Iteration 16Q: 3 clusters Score -145515.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -145520.953125 Penalty: 3794.483887
	Iteration 17Q: 3 clusters Score -145521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -145524.140625 Penalty: 3794.483887
	Iteration 18Q: 3 clusters Score -145524.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -145527.359375 Penalty: 3794.483887
	Iteration 19Q: 3 clusters Score -145527.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -145534.140625 Penalty: 3794.483887
	Iteration 20F: 3 clusters Score -145534.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -145536.843750 Penalty: 3794.483887
	Iteration 21Q: 3 clusters Score -145536.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -145539.312500 Penalty: 3794.483887
	Iteration 22Q: 3 clusters Score -145539.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -145541.218750 Penalty: 3794.483887
	Iteration 23Q: 3 clusters Score -145541.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -145543.531250 Penalty: 3794.483887
	Iteration 24Q: 3 clusters Score -145543.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -145546.343750 Penalty: 3794.483887
	Iteration 25Q: 3 clusters Score -145546.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -145548.406250 Penalty: 3794.483887
	Iteration 26Q: 3 clusters Score -145548.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -145551.578125 Penalty: 3794.483887
	Iteration 27Q: 3 clusters Score -145551.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -145553.125000 Penalty: 3794.483887
	Iteration 28Q: 3 clusters Score -145553.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -145558.453125 Penalty: 3794.483887
	Iteration 29Q: 3 clusters Score -145558.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -145559.656250 Penalty: 3794.483887
	Iteration 30Q: 3 clusters Score -145559.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -145560.015625 Penalty: 3794.483887
	Iteration 31Q: 3 clusters Score -145560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -145561.531250 Penalty: 3794.483887
	Iteration 32Q: 3 clusters Score -145561.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -145561.750000 Penalty: 3794.483887
	Iteration 33Q: 3 clusters Score -145561.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -145563.718750 Penalty: 3794.483887
	Iteration 34Q: 3 clusters Score -145563.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -145565.531250 Penalty: 3794.483887
	Iteration 35Q: 3 clusters Score -145565.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -145566.890625 Penalty: 3794.483887
	Iteration 36Q: 3 clusters Score -145566.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -145569.843750 Penalty: 3794.483887
	Iteration 37Q: 3 clusters Score -145569.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -145570.921875 Penalty: 3794.483887
	Iteration 38Q: 3 clusters Score -145570.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -145571.640625 Penalty: 3794.483887
	Iteration 39Q: 3 clusters Score -145571.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -145572.421875 Penalty: 3794.483887
	Iteration 40F: 3 clusters Score -145572.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -145573.531250 Penalty: 3794.483887
	Iteration 41Q: 3 clusters Score -145573.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -145574.375000 Penalty: 3794.483887
	Iteration 42Q: 3 clusters Score -145574.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -145575.625000 Penalty: 3794.483887
	Iteration 43Q: 3 clusters Score -145575.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -145576.250000 Penalty: 3794.483887
	Iteration 44Q: 3 clusters Score -145576.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -145576.250000 Penalty: 3794.483887
	Iteration 45F: 3 clusters Score -145576.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Entering Unmasked Estep 
Score: -413483.281250 Penalty: 2146.233887
	Iteration 0F: 2 clusters Score -413483.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -408504.031250 Penalty: 4292.467773
	Iteration 0F: 3 clusters Score -408504 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -409733.531250 Penalty: 4292.467773
	Iteration 1F: 3 clusters Score -409733.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -409984.968750 Penalty: 4292.467773
	Iteration 2F: 3 clusters Score -409985 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -410152.437500 Penalty: 4292.467773
	Iteration 3F: 3 clusters Score -410152.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -410288.000000 Penalty: 4292.467773
	Iteration 4Q: 3 clusters Score -410288 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -410423.187500 Penalty: 4292.467773
	Iteration 5Q: 3 clusters Score -410423.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -410557.750000 Penalty: 4292.467773
	Iteration 6Q: 3 clusters Score -410557.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -410685.187500 Penalty: 4292.467773
	Iteration 7Q: 3 clusters Score -410685.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -410833.531250 Penalty: 4292.467773
	Iteration 8Q: 3 clusters Score -410833.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -411007.281250 Penalty: 4292.467773
	Iteration 9Q: 3 clusters Score -411007.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -411180.000000 Penalty: 4292.467773
	Iteration 10Q: 3 clusters Score -411180 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -411328.687500 Penalty: 4292.467773
	Iteration 11Q: 3 clusters Score -411328.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -411481.687500 Penalty: 4292.467773
	Iteration 12Q: 3 clusters Score -411481.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -411597.437500 Penalty: 4292.467773
	Iteration 13Q: 3 clusters Score -411597.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -411710.937500 Penalty: 4292.467773
	Iteration 14Q: 3 clusters Score -411710.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -411799.968750 Penalty: 4292.467773
	Iteration 15Q: 3 clusters Score -411800 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -411884.812500 Penalty: 4292.467773
	Iteration 16Q: 3 clusters Score -411884.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -411957.531250 Penalty: 4292.467773
	Iteration 17Q: 3 clusters Score -411957.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -412030.812500 Penalty: 4292.467773
	Iteration 18Q: 3 clusters Score -412030.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -412094.718750 Penalty: 4292.467773
	Iteration 19Q: 3 clusters Score -412094.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -412143.156250 Penalty: 4292.467773
	Iteration 20F: 3 clusters Score -412143.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -412191.000000 Penalty: 4292.467773
	Iteration 21Q: 3 clusters Score -412191 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -412245.718750 Penalty: 4292.467773
	Iteration 22Q: 3 clusters Score -412245.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -412277.625000 Penalty: 4292.467773
	Iteration 23Q: 3 clusters Score -412277.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -412300.593750 Penalty: 4292.467773
	Iteration 24Q: 3 clusters Score -412300.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -412309.937500 Penalty: 4292.467773
	Iteration 25Q: 3 clusters Score -412309.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -412317.781250 Penalty: 4292.467773
	Iteration 26Q: 3 clusters Score -412317.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -412323.781250 Penalty: 4292.467773
	Iteration 27Q: 3 clusters Score -412323.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -412330.125000 Penalty: 4292.467773
	Iteration 28Q: 3 clusters Score -412330.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -412333.656250 Penalty: 4292.467773
	Iteration 29Q: 3 clusters Score -412333.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -412337.312500 Penalty: 4292.467773
	Iteration 30Q: 3 clusters Score -412337.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -412340.031250 Penalty: 4292.467773
	Iteration 31Q: 3 clusters Score -412340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -412342.531250 Penalty: 4292.467773
	Iteration 32Q: 3 clusters Score -412342.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -412345.562500 Penalty: 4292.467773
	Iteration 33Q: 3 clusters Score -412345.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -412347.937500 Penalty: 4292.467773
	Iteration 34Q: 3 clusters Score -412347.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -412350.906250 Penalty: 4292.467773
	Iteration 35Q: 3 clusters Score -412350.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -412351.062500 Penalty: 4292.467773
	Iteration 36Q: 3 clusters Score -412351.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -412354.281250 Penalty: 4292.467773
	Iteration 37Q: 3 clusters Score -412354.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -412354.062500 Penalty: 4292.467773
	Iteration 38Q: 3 clusters Score -412354.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -412354.062500 Penalty: 4292.467773
	Iteration 39F: 3 clusters Score -412354.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Entering Unmasked Estep 
Score: -89242.890625 Penalty: 1773.374023
	Iteration 0F: 2 clusters Score -89242.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -87147.492188 Penalty: 3546.748047
	Iteration 0F: 3 clusters Score -87147.49 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -87491.648438 Penalty: 3546.748047
	Iteration 1F: 3 clusters Score -87491.65 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -87569.445312 Penalty: 3546.748047
	Iteration 2F: 3 clusters Score -87569.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -87608.625000 Penalty: 3546.748047
	Iteration 3Q: 3 clusters Score -87608.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -87628.375000 Penalty: 3546.748047
	Iteration 4Q: 3 clusters Score -87628.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -87656.617188 Penalty: 3546.748047
	Iteration 5Q: 3 clusters Score -87656.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -87668.960938 Penalty: 3546.748047
	Iteration 6Q: 3 clusters Score -87668.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -87675.000000 Penalty: 3546.748047
	Iteration 7Q: 3 clusters Score -87675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -87683.132812 Penalty: 3546.748047
	Iteration 8Q: 3 clusters Score -87683.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -87688.960938 Penalty: 3546.748047
	Iteration 9Q: 3 clusters Score -87688.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -87696.429688 Penalty: 3546.748047
	Iteration 10Q: 3 clusters Score -87696.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -87703.367188 Penalty: 3546.748047
	Iteration 11Q: 3 clusters Score -87703.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -87712.070312 Penalty: 3546.748047
	Iteration 12Q: 3 clusters Score -87712.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -87719.304688 Penalty: 3546.748047
	Iteration 13Q: 3 clusters Score -87719.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -87724.687500 Penalty: 3546.748047
	Iteration 14Q: 3 clusters Score -87724.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -87727.226562 Penalty: 3546.748047
	Iteration 15Q: 3 clusters Score -87727.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -87734.828125 Penalty: 3546.748047
	Iteration 16Q: 3 clusters Score -87734.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -87751.625000 Penalty: 3546.748047
	Iteration 17Q: 3 clusters Score -87751.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -87777.492188 Penalty: 3546.748047
	Iteration 18Q: 3 clusters Score -87777.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -87801.617188 Penalty: 3546.748047
	Iteration 19Q: 3 clusters Score -87801.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -87847.257812 Penalty: 3546.748047
	Iteration 20F: 3 clusters Score -87847.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -87888.382812 Penalty: 3546.748047
	Iteration 21Q: 3 clusters Score -87888.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -87921.218750 Penalty: 3546.748047
	Iteration 22Q: 3 clusters Score -87921.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -87968.140625 Penalty: 3546.748047
	Iteration 23Q: 3 clusters Score -87968.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -88006.335938 Penalty: 3546.748047
	Iteration 24Q: 3 clusters Score -88006.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -88041.109375 Penalty: 3546.748047
	Iteration 25Q: 3 clusters Score -88041.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -88057.046875 Penalty: 3546.748047
	Iteration 26Q: 3 clusters Score -88057.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -88068.148438 Penalty: 3546.748047
	Iteration 27Q: 3 clusters Score -88068.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -88077.429688 Penalty: 3546.748047
	Iteration 28Q: 3 clusters Score -88077.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -88093.828125 Penalty: 3546.748047
	Iteration 29Q: 3 clusters Score -88093.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -88101.703125 Penalty: 3546.748047
	Iteration 30Q: 3 clusters Score -88101.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -88104.242188 Penalty: 3546.748047
	Iteration 31Q: 3 clusters Score -88104.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -88106.484375 Penalty: 3546.748047
	Iteration 32Q: 3 clusters Score -88106.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -88106.804688 Penalty: 3546.748047
	Iteration 33Q: 3 clusters Score -88106.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -88106.804688 Penalty: 3546.748047
	Iteration 34F: 3 clusters Score -88106.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Entering Unmasked Estep 
Score: -2135745.500000 Penalty: 2544.281982
	Iteration 0F: 2 clusters Score -2135746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2116129.500000 Penalty: 5088.563965
	Iteration 0F: 3 clusters Score -2116130 nChanged 12796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2123003.500000 Penalty: 5088.563965
	Iteration 1F: 3 clusters Score -2123004 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2123619.000000 Penalty: 5088.563965
	Iteration 2F: 3 clusters Score -2123619 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2124303.000000 Penalty: 5088.563965
	Iteration 3F: 3 clusters Score -2124303 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2125214.250000 Penalty: 5088.563965
	Iteration 4F: 3 clusters Score -2125214 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2126594.250000 Penalty: 5088.563965
	Iteration 5F: 3 clusters Score -2126594 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2128156.250000 Penalty: 5088.563965
	Iteration 6F: 3 clusters Score -2128156 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2129663.000000 Penalty: 5088.563965
	Iteration 7F: 3 clusters Score -2129663 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2130860.000000 Penalty: 5088.563965
	Iteration 8F: 3 clusters Score -2130860 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2131637.250000 Penalty: 5088.563965
	Iteration 9Q: 3 clusters Score -2131637 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2132098.000000 Penalty: 5088.563965
	Iteration 10Q: 3 clusters Score -2132098 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2132413.250000 Penalty: 5088.563965
	Iteration 11Q: 3 clusters Score -2132413 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2132656.500000 Penalty: 5088.563965
	Iteration 12Q: 3 clusters Score -2132656 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2132877.000000 Penalty: 5088.563965
	Iteration 13Q: 3 clusters Score -2132877 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2133169.500000 Penalty: 5088.563965
	Iteration 14Q: 3 clusters Score -2133170 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2133541.000000 Penalty: 5088.563965
	Iteration 15Q: 3 clusters Score -2133541 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2133846.000000 Penalty: 5088.563965
	Iteration 16Q: 3 clusters Score -2133846 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2134024.500000 Penalty: 5088.563965
	Iteration 17Q: 3 clusters Score -2134024 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2134136.750000 Penalty: 5088.563965
	Iteration 18Q: 3 clusters Score -2134137 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2134216.250000 Penalty: 5088.563965
	Iteration 19Q: 3 clusters Score -2134216 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2134275.750000 Penalty: 5088.563965
	Iteration 20F: 3 clusters Score -2134276 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2134313.750000 Penalty: 5088.563965
	Iteration 21Q: 3 clusters Score -2134314 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2134330.000000 Penalty: 5088.563965
	Iteration 22Q: 3 clusters Score -2134330 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2134336.750000 Penalty: 5088.563965
	Iteration 23Q: 3 clusters Score -2134337 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2134346.500000 Penalty: 5088.563965
	Iteration 24Q: 3 clusters Score -2134346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2134355.750000 Penalty: 5088.563965
	Iteration 25Q: 3 clusters Score -2134356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2134358.000000 Penalty: 5088.563965
	Iteration 26Q: 3 clusters Score -2134358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2134359.000000 Penalty: 5088.563965
	Iteration 27Q: 3 clusters Score -2134359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2134361.750000 Penalty: 5088.563965
	Iteration 28Q: 3 clusters Score -2134362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2134364.250000 Penalty: 5088.563965
	Iteration 29Q: 3 clusters Score -2134364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2134367.500000 Penalty: 5088.563965
	Iteration 30Q: 3 clusters Score -2134368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2134362.000000 Penalty: 5088.563965
	Iteration 31Q: 3 clusters Score -2134362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2134360.500000 Penalty: 5088.563965
	Iteration 32Q: 3 clusters Score -2134360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2134361.000000 Penalty: 5088.563965
	Iteration 33Q: 3 clusters Score -2134361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2134363.000000 Penalty: 5088.563965
	Iteration 34Q: 3 clusters Score -2134363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2134365.500000 Penalty: 5088.563965
	Iteration 35Q: 3 clusters Score -2134366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2134365.500000 Penalty: 5088.563965
	Iteration 36Q: 3 clusters Score -2134366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2134364.500000 Penalty: 5088.563965
	Iteration 37Q: 3 clusters Score -2134364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2134364.500000 Penalty: 5088.563965
	Iteration 38F: 3 clusters Score -2134364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -357085.218750 Penalty: 2104.761230
	Iteration 0F: 2 clusters Score -357085.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -352672.218750 Penalty: 4209.522461
	Iteration 0F: 3 clusters Score -352672.2 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -353780.531250 Penalty: 4209.522461
	Iteration 1F: 3 clusters Score -353780.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -354069.593750 Penalty: 4209.522461
	Iteration 2F: 3 clusters Score -354069.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -354244.062500 Penalty: 4209.522461
	Iteration 3F: 3 clusters Score -354244.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -354390.750000 Penalty: 4209.522461
	Iteration 4Q: 3 clusters Score -354390.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -354519.718750 Penalty: 4209.522461
	Iteration 5Q: 3 clusters Score -354519.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -354631.875000 Penalty: 4209.522461
	Iteration 6Q: 3 clusters Score -354631.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -354760.812500 Penalty: 4209.522461
	Iteration 7Q: 3 clusters Score -354760.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -354867.906250 Penalty: 4209.522461
	Iteration 8Q: 3 clusters Score -354867.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -354958.562500 Penalty: 4209.522461
	Iteration 9Q: 3 clusters Score -354958.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -355039.531250 Penalty: 4209.522461
	Iteration 10Q: 3 clusters Score -355039.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -355114.687500 Penalty: 4209.522461
	Iteration 11Q: 3 clusters Score -355114.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -355196.531250 Penalty: 4209.522461
	Iteration 12Q: 3 clusters Score -355196.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -355267.875000 Penalty: 4209.522461
	Iteration 13Q: 3 clusters Score -355267.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -355328.437500 Penalty: 4209.522461
	Iteration 14Q: 3 clusters Score -355328.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -355382.562500 Penalty: 4209.522461
	Iteration 15Q: 3 clusters Score -355382.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -355431.812500 Penalty: 4209.522461
	Iteration 16Q: 3 clusters Score -355431.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -355475.093750 Penalty: 4209.522461
	Iteration 17Q: 3 clusters Score -355475.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -355509.218750 Penalty: 4209.522461
	Iteration 18Q: 3 clusters Score -355509.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -355541.875000 Penalty: 4209.522461
	Iteration 19Q: 3 clusters Score -355541.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -355563.218750 Penalty: 4209.522461
	Iteration 20F: 3 clusters Score -355563.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -355575.750000 Penalty: 4209.522461
	Iteration 21Q: 3 clusters Score -355575.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -355586.437500 Penalty: 4209.522461
	Iteration 22Q: 3 clusters Score -355586.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -355598.656250 Penalty: 4209.522461
	Iteration 23Q: 3 clusters Score -355598.7 nChanged 21
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: -355612.281250 Penalty: 4209.522461
	Iteration 24Q: 3 clusters Score -355612.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -355623.093750 Penalty: 4209.522461
	Iteration 25Q: 3 clusters Score -355623.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -355633.062500 Penalty: 4209.522461
	Iteration 26Q: 3 clusters Score -355633.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -355640.312500 Penalty: 4209.522461
	Iteration 27Q: 3 clusters Score -355640.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -355643.156250 Penalty: 4209.522461
	Iteration 28Q: 3 clusters Score -355643.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -355647.625000 Penalty: 4209.522461
	Iteration 29Q: 3 clusters Score -355647.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -355649.093750 Penalty: 4209.522461
	Iteration 30Q: 3 clusters Score -355649.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -355651.562500 Penalty: 4209.522461
	Iteration 31Q: 3 clusters Score -355651.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -355658.625000 Penalty: 4209.522461
	Iteration 32Q: 3 clusters Score -355658.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -355664.093750 Penalty: 4209.522461
	Iteration 33Q: 3 clusters Score -355664.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -355670.125000 Penalty: 4209.522461
	Iteration 34Q: 3 clusters Score -355670.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -355675.406250 Penalty: 4209.522461
	Iteration 35Q: 3 clusters Score -355675.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -355678.718750 Penalty: 4209.522461
	Iteration 36Q: 3 clusters Score -355678.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -355681.281250 Penalty: 4209.522461
	Iteration 37Q: 3 clusters Score -355681.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -355682.531250 Penalty: 4209.522461
	Iteration 38Q: 3 clusters Score -355682.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -355684.062500 Penalty: 4209.522461
	Iteration 39Q: 3 clusters Score -355684.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -355684.687500 Penalty: 4209.522461
	Iteration 40F: 3 clusters Score -355684.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -355684.687500 Penalty: 4209.522461
	Iteration 41Q: 3 clusters Score -355684.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -355686.000000 Penalty: 4209.522461
	Iteration 42Q: 3 clusters Score -355686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -355686.000000 Penalty: 4209.522461
	Iteration 43F: 3 clusters Score -355686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Entering Unmasked Estep 
Score: -355902.656250 Penalty: 2110.771484
	Iteration 0F: 2 clusters Score -355902.7 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 2492 members 
Entering Unmasked Estep 
Score: -351367.218750 Penalty: 4221.542969
	Iteration 0F: 3 clusters Score -351367.2 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -352436.375000 Penalty: 4221.542969
	Iteration 1F: 3 clusters Score -352436.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -352695.875000 Penalty: 4221.542969
	Iteration 2F: 3 clusters Score -352695.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -352903.375000 Penalty: 4221.542969
	Iteration 3F: 3 clusters Score -352903.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -353093.343750 Penalty: 4221.542969
	Iteration 4Q: 3 clusters Score -353093.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -353260.968750 Penalty: 4221.542969
	Iteration 5Q: 3 clusters Score -353261 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -353429.406250 Penalty: 4221.542969
	Iteration 6Q: 3 clusters Score -353429.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -353568.312500 Penalty: 4221.542969
	Iteration 7Q: 3 clusters Score -353568.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -353701.843750 Penalty: 4221.542969
	Iteration 8Q: 3 clusters Score -353701.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -353818.468750 Penalty: 4221.542969
	Iteration 9Q: 3 clusters Score -353818.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -353915.312500 Penalty: 4221.542969
	Iteration 10Q: 3 clusters Score -353915.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -354026.031250 Penalty: 4221.542969
	Iteration 11Q: 3 clusters Score -354026 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -354153.718750 Penalty: 4221.542969
	Iteration 12Q: 3 clusters Score -354153.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -354271.468750 Penalty: 4221.542969
	Iteration 13Q: 3 clusters Score -354271.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -354345.218750 Penalty: 4221.542969
	Iteration 14Q: 3 clusters Score -354345.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -354410.062500 Penalty: 4221.542969
	Iteration 15Q: 3 clusters Score -354410.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -354470.812500 Penalty: 4221.542969
	Iteration 16Q: 3 clusters Score -354470.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -354523.531250 Penalty: 4221.542969
	Iteration 17Q: 3 clusters Score -354523.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -354569.125000 Penalty: 4221.542969
	Iteration 18Q: 3 clusters Score -354569.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -354615.531250 Penalty: 4221.542969
	Iteration 19Q: 3 clusters Score -354615.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -354657.187500 Penalty: 4221.542969
	Iteration 20F: 3 clusters Score -354657.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -354682.000000 Penalty: 4221.542969
	Iteration 21Q: 3 clusters Score -354682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -354707.406250 Penalty: 4221.542969
	Iteration 22Q: 3 clusters Score -354707.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -354734.656250 Penalty: 4221.542969
	Iteration 23Q: 3 clusters Score -354734.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -354767.468750 Penalty: 4221.542969
	Iteration 24Q: 3 clusters Score -354767.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -354787.343750 Penalty: 4221.542969
	Iteration 25Q: 3 clusters Score -354787.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -354799.000000 Penalty: 4221.542969
	Iteration 26Q: 3 clusters Score -354799 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -354816.656250 Penalty: 4221.542969
	Iteration 27Q: 3 clusters Score -354816.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -354826.968750 Penalty: 4221.542969
	Iteration 28Q: 3 clusters Score -354827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -354832.593750 Penalty: 4221.542969
	Iteration 29Q: 3 clusters Score -354832.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -354836.843750 Penalty: 4221.542969
	Iteration 30Q: 3 clusters Score -354836.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -354841.812500 Penalty: 4221.542969
	Iteration 31Q: 3 clusters Score -354841.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -354846.531250 Penalty: 4221.542969
	Iteration 32Q: 3 clusters Score -354846.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -354853.250000 Penalty: 4221.542969
	Iteration 33Q: 3 clusters Score -354853.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -354859.000000 Penalty: 4221.542969
	Iteration 34Q: 3 clusters Score -354859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -354864.750000 Penalty: 4221.542969
	Iteration 35Q: 3 clusters Score -354864.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -354870.968750 Penalty: 4221.542969
	Iteration 36Q: 3 clusters Score -354871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -354878.906250 Penalty: 4221.542969
	Iteration 37Q: 3 clusters Score -354878.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -354886.281250 Penalty: 4221.542969
	Iteration 38Q: 3 clusters Score -354886.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -354892.281250 Penalty: 4221.542969
	Iteration 39Q: 3 clusters Score -354892.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -354899.125000 Penalty: 4221.542969
	Iteration 40F: 3 clusters Score -354899.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -354906.187500 Penalty: 4221.542969
	Iteration 41Q: 3 clusters Score -354906.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -354909.843750 Penalty: 4221.542969
	Iteration 42Q: 3 clusters Score -354909.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -354912.875000 Penalty: 4221.542969
	Iteration 43Q: 3 clusters Score -354912.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -354912.750000 Penalty: 4221.542969
	Iteration 44Q: 3 clusters Score -354912.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -354912.875000 Penalty: 4221.542969
	Iteration 45Q: 3 clusters Score -354912.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -354912.875000 Penalty: 4221.542969
	Iteration 46F: 3 clusters Score -354912.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Entering Unmasked Estep 
Score: -1199273.875000 Penalty: 2432.716797
	Iteration 0F: 2 clusters Score -1199274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1186287.875000 Penalty: 4865.433594
	Iteration 0F: 3 clusters Score -1186288 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1190879.875000 Penalty: 4865.433594
	Iteration 1F: 3 clusters Score -1190880 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1191473.500000 Penalty: 4865.433594
	Iteration 2F: 3 clusters Score -1191474 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1192031.250000 Penalty: 4865.433594
	Iteration 3F: 3 clusters Score -1192031 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1192588.375000 Penalty: 4865.433594
	Iteration 4F: 3 clusters Score -1192588 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1193170.125000 Penalty: 4865.433594
	Iteration 5F: 3 clusters Score -1193170 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1193801.000000 Penalty: 4865.433594
	Iteration 6F: 3 clusters Score -1193801 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1194381.875000 Penalty: 4865.433594
	Iteration 7F: 3 clusters Score -1194382 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1194806.500000 Penalty: 4865.433594
	Iteration 8Q: 3 clusters Score -1194806 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1195099.750000 Penalty: 4865.433594
	Iteration 9Q: 3 clusters Score -1195100 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1195372.125000 Penalty: 4865.433594
	Iteration 10Q: 3 clusters Score -1195372 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1195610.375000 Penalty: 4865.433594
	Iteration 11Q: 3 clusters Score -1195610 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1195823.000000 Penalty: 4865.433594
	Iteration 12Q: 3 clusters Score -1195823 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1196035.250000 Penalty: 4865.433594
	Iteration 13Q: 3 clusters Score -1196035 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1196223.750000 Penalty: 4865.433594
	Iteration 14Q: 3 clusters Score -1196224 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1196416.500000 Penalty: 4865.433594
	Iteration 15Q: 3 clusters Score -1196416 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1196611.125000 Penalty: 4865.433594
	Iteration 16Q: 3 clusters Score -1196611 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1196780.250000 Penalty: 4865.433594
	Iteration 17Q: 3 clusters Score -1196780 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1196905.125000 Penalty: 4865.433594
	Iteration 18Q: 3 clusters Score -1196905 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1197013.375000 Penalty: 4865.433594
	Iteration 19Q: 3 clusters Score -1197013 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1197098.625000 Penalty: 4865.433594
	Iteration 20F: 3 clusters Score -1197099 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1197169.875000 Penalty: 4865.433594
	Iteration 21Q: 3 clusters Score -1197170 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1197241.500000 Penalty: 4865.433594
	Iteration 22Q: 3 clusters Score -1197242 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1197316.250000 Penalty: 4865.433594
	Iteration 23Q: 3 clusters Score -1197316 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1197377.875000 Penalty: 4865.433594
	Iteration 24Q: 3 clusters Score -1197378 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1197430.500000 Penalty: 4865.433594
	Iteration 25Q: 3 clusters Score -1197430 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1197475.250000 Penalty: 4865.433594
	Iteration 26Q: 3 clusters Score -1197475 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1197523.625000 Penalty: 4865.433594
	Iteration 27Q: 3 clusters Score -1197524 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1197562.000000 Penalty: 4865.433594
	Iteration 28Q: 3 clusters Score -1197562 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1197592.875000 Penalty: 4865.433594
	Iteration 29Q: 3 clusters Score -1197593 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1197610.375000 Penalty: 4865.433594
	Iteration 30Q: 3 clusters Score -1197610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1197626.000000 Penalty: 4865.433594
	Iteration 31Q: 3 clusters Score -1197626 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1197644.625000 Penalty: 4865.433594
	Iteration 32Q: 3 clusters Score -1197645 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1197658.125000 Penalty: 4865.433594
	Iteration 33Q: 3 clusters Score -1197658 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1197671.875000 Penalty: 4865.433594
	Iteration 34Q: 3 clusters Score -1197672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1197685.000000 Penalty: 4865.433594
	Iteration 35Q: 3 clusters Score -1197685 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1197695.375000 Penalty: 4865.433594
	Iteration 36Q: 3 clusters Score -1197695 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1197709.250000 Penalty: 4865.433594
	Iteration 37Q: 3 clusters Score -1197709 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1197721.875000 Penalty: 4865.433594
	Iteration 38Q: 3 clusters Score -1197722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1197734.375000 Penalty: 4865.433594
	Iteration 39Q: 3 clusters Score -1197734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1197745.500000 Penalty: 4865.433594
	Iteration 40F: 3 clusters Score -1197746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1197749.875000 Penalty: 4865.433594
	Iteration 41Q: 3 clusters Score -1197750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1197754.500000 Penalty: 4865.433594
	Iteration 42Q: 3 clusters Score -1197754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1197758.375000 Penalty: 4865.433594
	Iteration 43Q: 3 clusters Score -1197758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1197762.750000 Penalty: 4865.433594
	Iteration 44Q: 3 clusters Score -1197763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1197770.625000 Penalty: 4865.433594
	Iteration 45Q: 3 clusters Score -1197771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1197769.750000 Penalty: 4865.433594
	Iteration 46Q: 3 clusters Score -1197770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1197775.000000 Penalty: 4865.433594
	Iteration 47Q: 3 clusters Score -1197775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1197777.000000 Penalty: 4865.433594
	Iteration 48Q: 3 clusters Score -1197777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1197778.500000 Penalty: 4865.433594
	Iteration 49Q: 3 clusters Score -1197778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1197785.625000 Penalty: 4865.433594
	Iteration 50Q: 3 clusters Score -1197786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1197788.000000 Penalty: 4865.433594
	Iteration 51Q: 3 clusters Score -1197788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1197787.125000 Penalty: 4865.433594
	Iteration 52Q: 3 clusters Score -1197787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1197789.125000 Penalty: 4865.433594
	Iteration 53Q: 3 clusters Score -1197789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1197786.500000 Penalty: 4865.433594
	Iteration 54Q: 3 clusters Score -1197786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1197789.375000 Penalty: 4865.433594
	Iteration 55Q: 3 clusters Score -1197789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1197789.375000 Penalty: 4865.433594
	Iteration 56Q: 3 clusters Score -1197789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1197790.375000 Penalty: 4865.433594
	Iteration 57Q: 3 clusters Score -1197790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1197789.500000 Penalty: 4865.433594
	Iteration 58Q: 3 clusters Score -1197790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1197788.625000 Penalty: 4865.433594
	Iteration 59Q: 3 clusters Score -1197789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1197788.625000 Penalty: 4865.433594
	Iteration 60F: 3 clusters Score -1197789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Entering Unmasked Estep 
Score: -1025370.500000 Penalty: 2365.956543
	Iteration 0F: 2 clusters Score -1025370 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 6940 members 
Entering Unmasked Estep 
Score: -1015135.750000 Penalty: 4731.913086
	Iteration 0F: 3 clusters Score -1015136 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1018455.250000 Penalty: 4731.913086
	Iteration 1F: 3 clusters Score -1018455 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1018954.375000 Penalty: 4731.913086
	Iteration 2F: 3 clusters Score -1018954 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1019476.375000 Penalty: 4731.913086
	Iteration 3F: 3 clusters Score -1019476 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1020068.937500 Penalty: 4731.913086
	Iteration 4F: 3 clusters Score -1020069 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1020682.500000 Penalty: 4731.913086
	Iteration 5F: 3 clusters Score -1020682 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1021359.937500 Penalty: 4731.913086
	Iteration 6F: 3 clusters Score -1021360 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1022096.312500 Penalty: 4731.913086
	Iteration 7F: 3 clusters Score -1022096 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1022745.000000 Penalty: 4731.913086
	Iteration 8F: 3 clusters Score -1022745 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1023134.000000 Penalty: 4731.913086
	Iteration 9Q: 3 clusters Score -1023134 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1023352.500000 Penalty: 4731.913086
	Iteration 10Q: 3 clusters Score -1023352 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1023484.187500 Penalty: 4731.913086
	Iteration 11Q: 3 clusters Score -1023484 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1023594.625000 Penalty: 4731.913086
	Iteration 12Q: 3 clusters Score -1023595 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1023699.375000 Penalty: 4731.913086
	Iteration 13Q: 3 clusters Score -1023699 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1023864.187500 Penalty: 4731.913086
	Iteration 14Q: 3 clusters Score -1023864 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1024018.812500 Penalty: 4731.913086
	Iteration 15Q: 3 clusters Score -1024019 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1024118.000000 Penalty: 4731.913086
	Iteration 16Q: 3 clusters Score -1024118 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1024181.687500 Penalty: 4731.913086
	Iteration 17Q: 3 clusters Score -1024182 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1024225.000000 Penalty: 4731.913086
	Iteration 18Q: 3 clusters Score -1024225 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1024242.187500 Penalty: 4731.913086
	Iteration 19Q: 3 clusters Score -1024242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1024249.312500 Penalty: 4731.913086
	Iteration 20F: 3 clusters Score -1024249 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1024258.562500 Penalty: 4731.913086
	Iteration 21Q: 3 clusters Score -1024259 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1024266.250000 Penalty: 4731.913086
	Iteration 22Q: 3 clusters Score -1024266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1024271.375000 Penalty: 4731.913086
	Iteration 23Q: 3 clusters Score -1024271 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1024276.562500 Penalty: 4731.913086
	Iteration 24Q: 3 clusters Score -1024277 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1024282.625000 Penalty: 4731.913086
	Iteration 25Q: 3 clusters Score -1024283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1024290.375000 Penalty: 4731.913086
	Iteration 26Q: 3 clusters Score -1024290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1024296.375000 Penalty: 4731.913086
	Iteration 27Q: 3 clusters Score -1024296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1024300.062500 Penalty: 4731.913086
	Iteration 28Q: 3 clusters Score -1024300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1024303.625000 Penalty: 4731.913086
	Iteration 29Q: 3 clusters Score -1024304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1024304.750000 Penalty: 4731.913086
	Iteration 30Q: 3 clusters Score -1024305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1024306.937500 Penalty: 4731.913086
	Iteration 31Q: 3 clusters Score -1024307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1024310.125000 Penalty: 4731.913086
	Iteration 32Q: 3 clusters Score -1024310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1024311.812500 Penalty: 4731.913086
	Iteration 33Q: 3 clusters Score -1024312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1024311.562500 Penalty: 4731.913086
	Iteration 34Q: 3 clusters Score -1024312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1024314.687500 Penalty: 4731.913086
	Iteration 35Q: 3 clusters Score -1024315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1024316.937500 Penalty: 4731.913086
	Iteration 36Q: 3 clusters Score -1024317 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1024318.875000 Penalty: 4731.913086
	Iteration 37Q: 3 clusters Score -1024319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1024323.187500 Penalty: 4731.913086
	Iteration 38Q: 3 clusters Score -1024323 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1024322.750000 Penalty: 4731.913086
	Iteration 39Q: 3 clusters Score -1024323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1024324.812500 Penalty: 4731.913086
	Iteration 40F: 3 clusters Score -1024325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1024326.562500 Penalty: 4731.913086
	Iteration 41Q: 3 clusters Score -1024327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1024325.812500 Penalty: 4731.913086
	Iteration 42Q: 3 clusters Score -1024326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1024324.875000 Penalty: 4731.913086
	Iteration 43Q: 3 clusters Score -1024325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1024328.437500 Penalty: 4731.913086
	Iteration 44Q: 3 clusters Score -1024328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1024329.375000 Penalty: 4731.913086
	Iteration 45Q: 3 clusters Score -1024329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1024331.937500 Penalty: 4731.913086
	Iteration 46Q: 3 clusters Score -1024332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1024334.500000 Penalty: 4731.913086
	Iteration 47Q: 3 clusters Score -1024334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1024332.125000 Penalty: 4731.913086
	Iteration 48Q: 3 clusters Score -1024332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1024334.937500 Penalty: 4731.913086
	Iteration 49Q: 3 clusters Score -1024335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1024333.937500 Penalty: 4731.913086
	Iteration 50Q: 3 clusters Score -1024334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1024336.187500 Penalty: 4731.913086
	Iteration 51Q: 3 clusters Score -1024336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1024336.062500 Penalty: 4731.913086
	Iteration 52Q: 3 clusters Score -1024336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1024336.750000 Penalty: 4731.913086
	Iteration 53Q: 3 clusters Score -1024337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1024336.437500 Penalty: 4731.913086
	Iteration 54Q: 3 clusters Score -1024336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1024338.125000 Penalty: 4731.913086
	Iteration 55Q: 3 clusters Score -1024338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1024339.437500 Penalty: 4731.913086
	Iteration 56Q: 3 clusters Score -1024339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1024340.625000 Penalty: 4731.913086
	Iteration 57Q: 3 clusters Score -1024341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1024340.125000 Penalty: 4731.913086
	Iteration 58Q: 3 clusters Score -1024340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1024341.500000 Penalty: 4731.913086
	Iteration 59Q: 3 clusters Score -1024342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1024347.250000 Penalty: 4731.913086
	Iteration 60F: 3 clusters Score -1024347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1024351.937500 Penalty: 4731.913086
	Iteration 61Q: 3 clusters Score -1024352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1024355.937500 Penalty: 4731.913086
	Iteration 62Q: 3 clusters Score -1024356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1024358.375000 Penalty: 4731.913086
	Iteration 63Q: 3 clusters Score -1024358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1024361.937500 Penalty: 4731.913086
	Iteration 64Q: 3 clusters Score -1024362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1024365.437500 Penalty: 4731.913086
	Iteration 65Q: 3 clusters Score -1024365 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1024371.875000 Penalty: 4731.913086
	Iteration 66Q: 3 clusters Score -1024372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1024380.187500 Penalty: 4731.913086
	Iteration 67Q: 3 clusters Score -1024380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1024383.000000 Penalty: 4731.913086
	Iteration 68Q: 3 clusters Score -1024383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1024389.875000 Penalty: 4731.913086
	Iteration 69Q: 3 clusters Score -1024390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1024399.250000 Penalty: 4731.913086
	Iteration 70Q: 3 clusters Score -1024399 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1024417.562500 Penalty: 4731.913086
	Iteration 71Q: 3 clusters Score -1024418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1024434.812500 Penalty: 4731.913086
	Iteration 72Q: 3 clusters Score -1024435 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1024464.750000 Penalty: 4731.913086
	Iteration 73Q: 3 clusters Score -1024465 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1024500.062500 Penalty: 4731.913086
	Iteration 74Q: 3 clusters Score -1024500 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1024560.562500 Penalty: 4731.913086
	Iteration 75Q: 3 clusters Score -1024561 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1024673.250000 Penalty: 4731.913086
	Iteration 76Q: 3 clusters Score -1024673 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1024853.062500 Penalty: 4731.913086
	Iteration 77Q: 3 clusters Score -1024853 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1024948.187500 Penalty: 4731.913086
	Iteration 78Q: 3 clusters Score -1024948 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1024994.125000 Penalty: 4731.913086
	Iteration 79Q: 3 clusters Score -1024994 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1025010.062500 Penalty: 4731.913086
	Iteration 80F: 3 clusters Score -1025010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1025015.125000 Penalty: 4731.913086
	Iteration 81Q: 3 clusters Score -1025015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1025018.625000 Penalty: 4731.913086
	Iteration 82Q: 3 clusters Score -1025019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1025021.937500 Penalty: 4731.913086
	Iteration 83Q: 3 clusters Score -1025022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1025023.625000 Penalty: 4731.913086
	Iteration 84Q: 3 clusters Score -1025024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1025023.250000 Penalty: 4731.913086
	Iteration 85Q: 3 clusters Score -1025023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1025021.375000 Penalty: 4731.913086
	Iteration 86Q: 3 clusters Score -1025021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1025023.500000 Penalty: 4731.913086
	Iteration 87Q: 3 clusters Score -1025024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1025023.562500 Penalty: 4731.913086
	Iteration 88Q: 3 clusters Score -1025024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1025024.062500 Penalty: 4731.913086
	Iteration 89Q: 3 clusters Score -1025024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1025025.000000 Penalty: 4731.913086
	Iteration 90Q: 3 clusters Score -1025025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1025025.562500 Penalty: 4731.913086
	Iteration 91Q: 3 clusters Score -1025026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1025025.562500 Penalty: 4731.913086
	Iteration 92F: 3 clusters Score -1025026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Entering Unmasked Estep 
Score: -742737.125000 Penalty: 2285.771240
	Iteration 0F: 2 clusters Score -742737.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -735011.875000 Penalty: 4571.542480
	Iteration 0F: 3 clusters Score -735011.9 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -737251.062500 Penalty: 4571.542480
	Iteration 1F: 3 clusters Score -737251.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -737528.062500 Penalty: 4571.542480
	Iteration 2F: 3 clusters Score -737528.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -737716.875000 Penalty: 4571.542480
	Iteration 3Q: 3 clusters Score -737716.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -737873.875000 Penalty: 4571.542480
	Iteration 4Q: 3 clusters Score -737873.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -738005.625000 Penalty: 4571.542480
	Iteration 5Q: 3 clusters Score -738005.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -738140.125000 Penalty: 4571.542480
	Iteration 6Q: 3 clusters Score -738140.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -738290.062500 Penalty: 4571.542480
	Iteration 7Q: 3 clusters Score -738290.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -738467.750000 Penalty: 4571.542480
	Iteration 8Q: 3 clusters Score -738467.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -738690.562500 Penalty: 4571.542480
	Iteration 9Q: 3 clusters Score -738690.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -738929.937500 Penalty: 4571.542480
	Iteration 10Q: 3 clusters Score -738929.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -739183.625000 Penalty: 4571.542480
	Iteration 11Q: 3 clusters Score -739183.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -739427.687500 Penalty: 4571.542480
	Iteration 12Q: 3 clusters Score -739427.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -739626.812500 Penalty: 4571.542480
	Iteration 13Q: 3 clusters Score -739626.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -739806.437500 Penalty: 4571.542480
	Iteration 14Q: 3 clusters Score -739806.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -739965.812500 Penalty: 4571.542480
	Iteration 15Q: 3 clusters Score -739965.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -740105.437500 Penalty: 4571.542480
	Iteration 16Q: 3 clusters Score -740105.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -740243.312500 Penalty: 4571.542480
	Iteration 17Q: 3 clusters Score -740243.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -740367.375000 Penalty: 4571.542480
	Iteration 18Q: 3 clusters Score -740367.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -740461.500000 Penalty: 4571.542480
	Iteration 19Q: 3 clusters Score -740461.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -740540.937500 Penalty: 4571.542480
	Iteration 20F: 3 clusters Score -740540.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -740629.687500 Penalty: 4571.542480
	Iteration 21Q: 3 clusters Score -740629.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -740710.687500 Penalty: 4571.542480
	Iteration 22Q: 3 clusters Score -740710.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -740775.125000 Penalty: 4571.542480
	Iteration 23Q: 3 clusters Score -740775.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -740813.125000 Penalty: 4571.542480
	Iteration 24Q: 3 clusters Score -740813.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -740856.625000 Penalty: 4571.542480
	Iteration 25Q: 3 clusters Score -740856.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -740899.000000 Penalty: 4571.542480
	Iteration 26Q: 3 clusters Score -740899 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -740941.125000 Penalty: 4571.542480
	Iteration 27Q: 3 clusters Score -740941.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -740971.375000 Penalty: 4571.542480
	Iteration 28Q: 3 clusters Score -740971.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -740992.937500 Penalty: 4571.542480
	Iteration 29Q: 3 clusters Score -740992.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -741014.125000 Penalty: 4571.542480
	Iteration 30Q: 3 clusters Score -741014.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -741030.187500 Penalty: 4571.542480
	Iteration 31Q: 3 clusters Score -741030.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -741034.250000 Penalty: 4571.542480
	Iteration 32Q: 3 clusters Score -741034.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -741035.375000 Penalty: 4571.542480
	Iteration 33Q: 3 clusters Score -741035.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -741037.062500 Penalty: 4571.542480
	Iteration 34Q: 3 clusters Score -741037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -741036.437500 Penalty: 4571.542480
	Iteration 35Q: 3 clusters Score -741036.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -741036.437500 Penalty: 4571.542480
	Iteration 36F: 3 clusters Score -741036.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Entering Unmasked Estep 
Score: -99480.234375 Penalty: 1799.911499
	Iteration 0F: 2 clusters Score -99480.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -97300.914062 Penalty: 3599.822998
	Iteration 0F: 3 clusters Score -97300.91 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -97682.445312 Penalty: 3599.822998
	Iteration 1F: 3 clusters Score -97682.45 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -97774.203125 Penalty: 3599.822998
	Iteration 2F: 3 clusters Score -97774.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -97842.085938 Penalty: 3599.822998
	Iteration 3Q: 3 clusters Score -97842.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -97879.671875 Penalty: 3599.822998
	Iteration 4Q: 3 clusters Score -97879.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -97913.539062 Penalty: 3599.822998
	Iteration 5Q: 3 clusters Score -97913.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -97943.804688 Penalty: 3599.822998
	Iteration 6Q: 3 clusters Score -97943.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -97962.554688 Penalty: 3599.822998
	Iteration 7Q: 3 clusters Score -97962.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -97975.875000 Penalty: 3599.822998
	Iteration 8Q: 3 clusters Score -97975.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -97984.437500 Penalty: 3599.822998
	Iteration 9Q: 3 clusters Score -97984.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -97991.382812 Penalty: 3599.822998
	Iteration 10Q: 3 clusters Score -97991.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -98002.335938 Penalty: 3599.822998
	Iteration 11Q: 3 clusters Score -98002.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -98009.390625 Penalty: 3599.822998
	Iteration 12Q: 3 clusters Score -98009.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -98018.523438 Penalty: 3599.822998
	Iteration 13Q: 3 clusters Score -98018.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -98025.085938 Penalty: 3599.822998
	Iteration 14Q: 3 clusters Score -98025.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -98033.945312 Penalty: 3599.822998
	Iteration 15Q: 3 clusters Score -98033.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -98043.468750 Penalty: 3599.822998
	Iteration 16Q: 3 clusters Score -98043.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -98047.679688 Penalty: 3599.822998
	Iteration 17Q: 3 clusters Score -98047.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -98050.742188 Penalty: 3599.822998
	Iteration 18Q: 3 clusters Score -98050.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -98052.117188 Penalty: 3599.822998
	Iteration 19Q: 3 clusters Score -98052.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -98054.765625 Penalty: 3599.822998
	Iteration 20F: 3 clusters Score -98054.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Entering Unmasked Estep 
Score: -574186.812500 Penalty: 2239.176758
	Iteration 0F: 2 clusters Score -574186.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -567558.687500 Penalty: 4478.353516
	Iteration 0F: 3 clusters Score -567558.7 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -569536.750000 Penalty: 4478.353516
	Iteration 1F: 3 clusters Score -569536.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -569924.250000 Penalty: 4478.353516
	Iteration 2F: 3 clusters Score -569924.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -570262.687500 Penalty: 4478.353516
	Iteration 3F: 3 clusters Score -570262.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -570606.687500 Penalty: 4478.353516
	Iteration 4F: 3 clusters Score -570606.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -570945.562500 Penalty: 4478.353516
	Iteration 5F: 3 clusters Score -570945.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -571231.062500 Penalty: 4478.353516
	Iteration 6Q: 3 clusters Score -571231.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -571494.062500 Penalty: 4478.353516
	Iteration 7Q: 3 clusters Score -571494.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -571717.000000 Penalty: 4478.353516
	Iteration 8Q: 3 clusters Score -571717 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -571915.812500 Penalty: 4478.353516
	Iteration 9Q: 3 clusters Score -571915.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -572066.375000 Penalty: 4478.353516
	Iteration 10Q: 3 clusters Score -572066.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -572194.187500 Penalty: 4478.353516
	Iteration 11Q: 3 clusters Score -572194.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -572288.500000 Penalty: 4478.353516
	Iteration 12Q: 3 clusters Score -572288.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -572357.500000 Penalty: 4478.353516
	Iteration 13Q: 3 clusters Score -572357.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -572401.937500 Penalty: 4478.353516
	Iteration 14Q: 3 clusters Score -572401.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -572430.875000 Penalty: 4478.353516
	Iteration 15Q: 3 clusters Score -572430.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -572455.437500 Penalty: 4478.353516
	Iteration 16Q: 3 clusters Score -572455.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -572471.500000 Penalty: 4478.353516
	Iteration 17Q: 3 clusters Score -572471.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -572486.437500 Penalty: 4478.353516
	Iteration 18Q: 3 clusters Score -572486.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -572502.375000 Penalty: 4478.353516
	Iteration 19Q: 3 clusters Score -572502.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -572520.375000 Penalty: 4478.353516
	Iteration 20F: 3 clusters Score -572520.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -572533.187500 Penalty: 4478.353516
	Iteration 21Q: 3 clusters Score -572533.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -572544.000000 Penalty: 4478.353516
	Iteration 22Q: 3 clusters Score -572544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -572551.937500 Penalty: 4478.353516
	Iteration 23Q: 3 clusters Score -572551.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -572554.500000 Penalty: 4478.353516
	Iteration 24Q: 3 clusters Score -572554.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -572555.312500 Penalty: 4478.353516
	Iteration 25Q: 3 clusters Score -572555.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -572554.562500 Penalty: 4478.353516
	Iteration 26Q: 3 clusters Score -572554.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -572555.062500 Penalty: 4478.353516
	Iteration 27Q: 3 clusters Score -572555.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -572555.937500 Penalty: 4478.353516
	Iteration 28Q: 3 clusters Score -572555.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -572556.437500 Penalty: 4478.353516
	Iteration 29Q: 3 clusters Score -572556.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -572558.500000 Penalty: 4478.353516
	Iteration 30Q: 3 clusters Score -572558.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -572558.500000 Penalty: 4478.353516
	Iteration 31F: 3 clusters Score -572558.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -44308.914062 Penalty: 1610.825806
	Iteration 0F: 2 clusters Score -44308.91 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 316 members 
Entering Unmasked Estep 
Score: -42652.332031 Penalty: 3221.651611
	Iteration 0F: 3 clusters Score -42652.33 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -42856.714844 Penalty: 3221.651611
	Iteration 1F: 3 clusters Score -42856.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -42914.085938 Penalty: 3221.651611
	Iteration 2Q: 3 clusters Score -42914.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -42954.027344 Penalty: 3221.651611
	Iteration 3Q: 3 clusters Score -42954.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -42969.398438 Penalty: 3221.651611
	Iteration 4Q: 3 clusters Score -42969.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -42984.800781 Penalty: 3221.651611
	Iteration 5Q: 3 clusters Score -42984.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -43001.371094 Penalty: 3221.651611
	Iteration 6Q: 3 clusters Score -43001.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -43018.523438 Penalty: 3221.651611
	Iteration 7Q: 3 clusters Score -43018.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -43032.929688 Penalty: 3221.651611
	Iteration 8Q: 3 clusters Score -43032.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -43041.707031 Penalty: 3221.651611
	Iteration 9Q: 3 clusters Score -43041.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -43045.078125 Penalty: 3221.651611
	Iteration 10Q: 3 clusters Score -43045.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -43045.078125 Penalty: 3221.651611
	Iteration 11F: 3 clusters Score -43045.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Entering Unmasked Estep 
Score: -373211.812500 Penalty: 2111.916504
	Iteration 0F: 2 clusters Score -373211.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -368706.343750 Penalty: 4223.833008
	Iteration 0F: 3 clusters Score -368706.3 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -369758.000000 Penalty: 4223.833008
	Iteration 1F: 3 clusters Score -369758 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -370030.437500 Penalty: 4223.833008
	Iteration 2F: 3 clusters Score -370030.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -370208.406250 Penalty: 4223.833008
	Iteration 3F: 3 clusters Score -370208.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -370331.125000 Penalty: 4223.833008
	Iteration 4Q: 3 clusters Score -370331.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -370427.093750 Penalty: 4223.833008
	Iteration 5Q: 3 clusters Score -370427.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -370507.656250 Penalty: 4223.833008
	Iteration 6Q: 3 clusters Score -370507.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -370580.312500 Penalty: 4223.833008
	Iteration 7Q: 3 clusters Score -370580.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -370642.125000 Penalty: 4223.833008
	Iteration 8Q: 3 clusters Score -370642.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -370712.562500 Penalty: 4223.833008
	Iteration 9Q: 3 clusters Score -370712.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -370786.250000 Penalty: 4223.833008
	Iteration 10Q: 3 clusters Score -370786.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -370871.656250 Penalty: 4223.833008
	Iteration 11Q: 3 clusters Score -370871.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -370945.906250 Penalty: 4223.833008
	Iteration 12Q: 3 clusters Score -370945.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -371004.656250 Penalty: 4223.833008
	Iteration 13Q: 3 clusters Score -371004.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -371054.656250 Penalty: 4223.833008
	Iteration 14Q: 3 clusters Score -371054.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -371096.687500 Penalty: 4223.833008
	Iteration 15Q: 3 clusters Score -371096.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -371128.812500 Penalty: 4223.833008
	Iteration 16Q: 3 clusters Score -371128.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -371157.968750 Penalty: 4223.833008
	Iteration 17Q: 3 clusters Score -371158 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -371187.000000 Penalty: 4223.833008
	Iteration 18Q: 3 clusters Score -371187 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -371208.375000 Penalty: 4223.833008
	Iteration 19Q: 3 clusters Score -371208.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -371228.218750 Penalty: 4223.833008
	Iteration 20F: 3 clusters Score -371228.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -371246.937500 Penalty: 4223.833008
	Iteration 21Q: 3 clusters Score -371246.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -371259.593750 Penalty: 4223.833008
	Iteration 22Q: 3 clusters Score -371259.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -371268.093750 Penalty: 4223.833008
	Iteration 23Q: 3 clusters Score -371268.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -371274.593750 Penalty: 4223.833008
	Iteration 24Q: 3 clusters Score -371274.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -371277.468750 Penalty: 4223.833008
	Iteration 25Q: 3 clusters Score -371277.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -371281.218750 Penalty: 4223.833008
	Iteration 26Q: 3 clusters Score -371281.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -371285.562500 Penalty: 4223.833008
	Iteration 27Q: 3 clusters Score -371285.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -371289.812500 Penalty: 4223.833008
	Iteration 28Q: 3 clusters Score -371289.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -371295.125000 Penalty: 4223.833008
	Iteration 29Q: 3 clusters Score -371295.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -371298.062500 Penalty: 4223.833008
	Iteration 30Q: 3 clusters Score -371298.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -371300.468750 Penalty: 4223.833008
	Iteration 31Q: 3 clusters Score -371300.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -371303.218750 Penalty: 4223.833008
	Iteration 32Q: 3 clusters Score -371303.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -371307.281250 Penalty: 4223.833008
	Iteration 33Q: 3 clusters Score -371307.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -371308.843750 Penalty: 4223.833008
	Iteration 34Q: 3 clusters Score -371308.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -371309.593750 Penalty: 4223.833008
	Iteration 35Q: 3 clusters Score -371309.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -371309.406250 Penalty: 4223.833008
	Iteration 36Q: 3 clusters Score -371309.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -371310.218750 Penalty: 4223.833008
	Iteration 37Q: 3 clusters Score -371310.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -371310.218750 Penalty: 4223.833008
	Iteration 38F: 3 clusters Score -371310.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Entering Unmasked Estep 
Score: -958445.375000 Penalty: 2347.968506
	Iteration 0F: 2 clusters Score -958445.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -948804.375000 Penalty: 4695.937012
	Iteration 0F: 3 clusters Score -948804.4 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -951743.187500 Penalty: 4695.937012
	Iteration 1F: 3 clusters Score -951743.2 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -952028.875000 Penalty: 4695.937012
	Iteration 2F: 3 clusters Score -952028.9 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -952224.500000 Penalty: 4695.937012
	Iteration 3Q: 3 clusters Score -952224.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -952399.000000 Penalty: 4695.937012
	Iteration 4Q: 3 clusters Score -952399 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -952556.750000 Penalty: 4695.937012
	Iteration 5Q: 3 clusters Score -952556.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -952688.250000 Penalty: 4695.937012
	Iteration 6Q: 3 clusters Score -952688.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -952807.187500 Penalty: 4695.937012
	Iteration 7Q: 3 clusters Score -952807.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -952916.750000 Penalty: 4695.937012
	Iteration 8Q: 3 clusters Score -952916.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -953042.687500 Penalty: 4695.937012
	Iteration 9Q: 3 clusters Score -953042.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -953142.687500 Penalty: 4695.937012
	Iteration 10Q: 3 clusters Score -953142.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -953262.437500 Penalty: 4695.937012
	Iteration 11Q: 3 clusters Score -953262.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -953391.437500 Penalty: 4695.937012
	Iteration 12Q: 3 clusters Score -953391.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -953527.375000 Penalty: 4695.937012
	Iteration 13Q: 3 clusters Score -953527.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -953704.000000 Penalty: 4695.937012
	Iteration 14Q: 3 clusters Score -953704 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -953925.125000 Penalty: 4695.937012
	Iteration 15Q: 3 clusters Score -953925.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -954173.437500 Penalty: 4695.937012
	Iteration 16Q: 3 clusters Score -954173.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -954422.000000 Penalty: 4695.937012
	Iteration 17Q: 3 clusters Score -954422 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -954696.625000 Penalty: 4695.937012
	Iteration 18Q: 3 clusters Score -954696.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -954999.125000 Penalty: 4695.937012
	Iteration 19Q: 3 clusters Score -954999.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -955264.250000 Penalty: 4695.937012
	Iteration 20F: 3 clusters Score -955264.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -955496.437500 Penalty: 4695.937012
	Iteration 21Q: 3 clusters Score -955496.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -955690.000000 Penalty: 4695.937012
	Iteration 22Q: 3 clusters Score -955690 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -955838.937500 Penalty: 4695.937012
	Iteration 23Q: 3 clusters Score -955838.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -955966.750000 Penalty: 4695.937012
	Iteration 24Q: 3 clusters Score -955966.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -956079.125000 Penalty: 4695.937012
	Iteration 25Q: 3 clusters Score -956079.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -956171.125000 Penalty: 4695.937012
	Iteration 26Q: 3 clusters Score -956171.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -956236.500000 Penalty: 4695.937012
	Iteration 27Q: 3 clusters Score -956236.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -956289.000000 Penalty: 4695.937012
	Iteration 28Q: 3 clusters Score -956289 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -956323.000000 Penalty: 4695.937012
	Iteration 29Q: 3 clusters Score -956323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -956340.625000 Penalty: 4695.937012
	Iteration 30Q: 3 clusters Score -956340.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -956357.500000 Penalty: 4695.937012
	Iteration 31Q: 3 clusters Score -956357.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -956367.312500 Penalty: 4695.937012
	Iteration 32Q: 3 clusters Score -956367.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -956375.937500 Penalty: 4695.937012
	Iteration 33Q: 3 clusters Score -956375.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -956384.562500 Penalty: 4695.937012
	Iteration 34Q: 3 clusters Score -956384.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -956398.750000 Penalty: 4695.937012
	Iteration 35Q: 3 clusters Score -956398.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -956406.625000 Penalty: 4695.937012
	Iteration 36Q: 3 clusters Score -956406.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -956412.375000 Penalty: 4695.937012
	Iteration 37Q: 3 clusters Score -956412.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -956416.750000 Penalty: 4695.937012
	Iteration 38Q: 3 clusters Score -956416.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -956419.375000 Penalty: 4695.937012
	Iteration 39Q: 3 clusters Score -956419.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -956423.750000 Penalty: 4695.937012
	Iteration 40F: 3 clusters Score -956423.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -956424.250000 Penalty: 4695.937012
	Iteration 41Q: 3 clusters Score -956424.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -956425.687500 Penalty: 4695.937012
	Iteration 42Q: 3 clusters Score -956425.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -956425.000000 Penalty: 4695.937012
	Iteration 43Q: 3 clusters Score -956425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -956424.687500 Penalty: 4695.937012
	Iteration 44Q: 3 clusters Score -956424.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -956424.687500 Penalty: 4695.937012
	Iteration 45F: 3 clusters Score -956424.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -38260.312500 Penalty: 1620.379639
	Iteration 0F: 2 clusters Score -38260.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -36626.609375 Penalty: 3240.759277
	Iteration 0F: 3 clusters Score -36626.61 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -36859.250000 Penalty: 3240.759277
	Iteration 1F: 3 clusters Score -36859.25 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -36942.734375 Penalty: 3240.759277
	Iteration 2F: 3 clusters Score -36942.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37003.414062 Penalty: 3240.759277
	Iteration 3Q: 3 clusters Score -37003.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37034.191406 Penalty: 3240.759277
	Iteration 4Q: 3 clusters Score -37034.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -37044.281250 Penalty: 3240.759277
	Iteration 5Q: 3 clusters Score -37044.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -37046.468750 Penalty: 3240.759277
	Iteration 6Q: 3 clusters Score -37046.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -37049.113281 Penalty: 3240.759277
	Iteration 7Q: 3 clusters Score -37049.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37050.238281 Penalty: 3240.759277
	Iteration 8Q: 3 clusters Score -37050.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -37052.328125 Penalty: 3240.759277
	Iteration 9Q: 3 clusters Score -37052.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -37054.605469 Penalty: 3240.759277
	Iteration 10Q: 3 clusters Score -37054.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -37056.652344 Penalty: 3240.759277
	Iteration 11Q: 3 clusters Score -37056.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -37065.308594 Penalty: 3240.759277
	Iteration 12Q: 3 clusters Score -37065.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -37067.550781 Penalty: 3240.759277
	Iteration 13Q: 3 clusters Score -37067.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37068.761719 Penalty: 3240.759277
	Iteration 14Q: 3 clusters Score -37068.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -37070.488281 Penalty: 3240.759277
	Iteration 15Q: 3 clusters Score -37070.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -37075.472656 Penalty: 3240.759277
	Iteration 16Q: 3 clusters Score -37075.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -37078.992188 Penalty: 3240.759277
	Iteration 17Q: 3 clusters Score -37078.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37079.535156 Penalty: 3240.759277
	Iteration 18Q: 3 clusters Score -37079.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37079.535156 Penalty: 3240.759277
	Iteration 19F: 3 clusters Score -37079.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Entering Unmasked Estep 
Score: -573671.000000 Penalty: 2213.973877
	Iteration 0F: 2 clusters Score -573671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -567565.000000 Penalty: 4427.947754
	Iteration 0F: 3 clusters Score -567565 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -569130.375000 Penalty: 4427.947754
	Iteration 1F: 3 clusters Score -569130.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -569343.125000 Penalty: 4427.947754
	Iteration 2F: 3 clusters Score -569343.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -569507.000000 Penalty: 4427.947754
	Iteration 3Q: 3 clusters Score -569507 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -569631.187500 Penalty: 4427.947754
	Iteration 4Q: 3 clusters Score -569631.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -569776.750000 Penalty: 4427.947754
	Iteration 5Q: 3 clusters Score -569776.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -569929.312500 Penalty: 4427.947754
	Iteration 6Q: 3 clusters Score -569929.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -570118.000000 Penalty: 4427.947754
	Iteration 7Q: 3 clusters Score -570118 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -570356.125000 Penalty: 4427.947754
	Iteration 8Q: 3 clusters Score -570356.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -570602.187500 Penalty: 4427.947754
	Iteration 9Q: 3 clusters Score -570602.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -570838.687500 Penalty: 4427.947754
	Iteration 10Q: 3 clusters Score -570838.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -571070.437500 Penalty: 4427.947754
	Iteration 11Q: 3 clusters Score -571070.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -571255.000000 Penalty: 4427.947754
	Iteration 12Q: 3 clusters Score -571255 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -571393.625000 Penalty: 4427.947754
	Iteration 13Q: 3 clusters Score -571393.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -571493.875000 Penalty: 4427.947754
	Iteration 14Q: 3 clusters Score -571493.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -571576.125000 Penalty: 4427.947754
	Iteration 15Q: 3 clusters Score -571576.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -571647.687500 Penalty: 4427.947754
	Iteration 16Q: 3 clusters Score -571647.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -571714.187500 Penalty: 4427.947754
	Iteration 17Q: 3 clusters Score -571714.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -571787.437500 Penalty: 4427.947754
	Iteration 18Q: 3 clusters Score -571787.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -571863.937500 Penalty: 4427.947754
	Iteration 19Q: 3 clusters Score -571863.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -571941.062500 Penalty: 4427.947754
	Iteration 20F: 3 clusters Score -571941.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -572013.812500 Penalty: 4427.947754
	Iteration 21Q: 3 clusters Score -572013.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -572085.750000 Penalty: 4427.947754
	Iteration 22Q: 3 clusters Score -572085.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -572153.875000 Penalty: 4427.947754
	Iteration 23Q: 3 clusters Score -572153.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -572201.500000 Penalty: 4427.947754
	Iteration 24Q: 3 clusters Score -572201.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -572236.625000 Penalty: 4427.947754
	Iteration 25Q: 3 clusters Score -572236.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -572262.875000 Penalty: 4427.947754
	Iteration 26Q: 3 clusters Score -572262.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -572290.437500 Penalty: 4427.947754
	Iteration 27Q: 3 clusters Score -572290.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -572307.312500 Penalty: 4427.947754
	Iteration 28Q: 3 clusters Score -572307.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -572324.937500 Penalty: 4427.947754
	Iteration 29Q: 3 clusters Score -572324.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -572346.500000 Penalty: 4427.947754
	Iteration 30Q: 3 clusters Score -572346.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -572362.062500 Penalty: 4427.947754
	Iteration 31Q: 3 clusters Score -572362.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -572374.750000 Penalty: 4427.947754
	Iteration 32Q: 3 clusters Score -572374.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -572385.375000 Penalty: 4427.947754
	Iteration 33Q: 3 clusters Score -572385.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -572392.062500 Penalty: 4427.947754
	Iteration 34Q: 3 clusters Score -572392.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -572396.437500 Penalty: 4427.947754
	Iteration 35Q: 3 clusters Score -572396.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -572401.187500 Penalty: 4427.947754
	Iteration 36Q: 3 clusters Score -572401.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -572404.062500 Penalty: 4427.947754
	Iteration 37Q: 3 clusters Score -572404.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -572407.250000 Penalty: 4427.947754
	Iteration 38Q: 3 clusters Score -572407.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -572409.062500 Penalty: 4427.947754
	Iteration 39Q: 3 clusters Score -572409.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -572410.312500 Penalty: 4427.947754
	Iteration 40F: 3 clusters Score -572410.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -572414.000000 Penalty: 4427.947754
	Iteration 41Q: 3 clusters Score -572414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -572416.625000 Penalty: 4427.947754
	Iteration 42Q: 3 clusters Score -572416.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -572416.125000 Penalty: 4427.947754
	Iteration 43Q: 3 clusters Score -572416.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -572416.625000 Penalty: 4427.947754
	Iteration 44Q: 3 clusters Score -572416.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -572417.812500 Penalty: 4427.947754
	Iteration 45Q: 3 clusters Score -572417.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -572418.375000 Penalty: 4427.947754
	Iteration 46Q: 3 clusters Score -572418.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -572418.625000 Penalty: 4427.947754
	Iteration 47Q: 3 clusters Score -572418.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -572419.437500 Penalty: 4427.947754
	Iteration 48Q: 3 clusters Score -572419.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -572419.437500 Penalty: 4427.947754
	Iteration 49F: 3 clusters Score -572419.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (7264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Entering Unmasked Estep 
Score: -541477.375000 Penalty: 2204.890137
	Iteration 0F: 2 clusters Score -541477.4 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 3718 members 
Entering Unmasked Estep 
Score: -535561.062500 Penalty: 4409.780273
	Iteration 0F: 3 clusters Score -535561.1 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -537217.500000 Penalty: 4409.780273
	Iteration 1F: 3 clusters Score -537217.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -537432.125000 Penalty: 4409.780273
	Iteration 2F: 3 clusters Score -537432.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -537581.437500 Penalty: 4409.780273
	Iteration 3Q: 3 clusters Score -537581.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -537702.375000 Penalty: 4409.780273
	Iteration 4Q: 3 clusters Score -537702.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -537792.375000 Penalty: 4409.780273
	Iteration 5Q: 3 clusters Score -537792.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -537879.500000 Penalty: 4409.780273
	Iteration 6Q: 3 clusters Score -537879.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -537971.250000 Penalty: 4409.780273
	Iteration 7Q: 3 clusters Score -537971.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -538060.687500 Penalty: 4409.780273
	Iteration 8Q: 3 clusters Score -538060.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -538140.562500 Penalty: 4409.780273
	Iteration 9Q: 3 clusters Score -538140.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -538234.937500 Penalty: 4409.780273
	Iteration 10Q: 3 clusters Score -538234.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -538333.125000 Penalty: 4409.780273
	Iteration 11Q: 3 clusters Score -538333.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -538437.187500 Penalty: 4409.780273
	Iteration 12Q: 3 clusters Score -538437.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -538570.312500 Penalty: 4409.780273
	Iteration 13Q: 3 clusters Score -538570.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -538733.375000 Penalty: 4409.780273
	Iteration 14Q: 3 clusters Score -538733.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -538893.125000 Penalty: 4409.780273
	Iteration 15Q: 3 clusters Score -538893.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -539051.625000 Penalty: 4409.780273
	Iteration 16Q: 3 clusters Score -539051.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -539169.250000 Penalty: 4409.780273
	Iteration 17Q: 3 clusters Score -539169.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -539257.187500 Penalty: 4409.780273
	Iteration 18Q: 3 clusters Score -539257.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -539319.125000 Penalty: 4409.780273
	Iteration 19Q: 3 clusters Score -539319.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -539359.125000 Penalty: 4409.780273
	Iteration 20F: 3 clusters Score -539359.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -539389.125000 Penalty: 4409.780273
	Iteration 21Q: 3 clusters Score -539389.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -539408.625000 Penalty: 4409.780273
	Iteration 22Q: 3 clusters Score -539408.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -539422.812500 Penalty: 4409.780273
	Iteration 23Q: 3 clusters Score -539422.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -539436.812500 Penalty: 4409.780273
	Iteration 24Q: 3 clusters Score -539436.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -539449.687500 Penalty: 4409.780273
	Iteration 25Q: 3 clusters Score -539449.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -539459.312500 Penalty: 4409.780273
	Iteration 26Q: 3 clusters Score -539459.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -539469.562500 Penalty: 4409.780273
	Iteration 27Q: 3 clusters Score -539469.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -539480.125000 Penalty: 4409.780273
	Iteration 28Q: 3 clusters Score -539480.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -539488.937500 Penalty: 4409.780273
	Iteration 29Q: 3 clusters Score -539488.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -539497.437500 Penalty: 4409.780273
	Iteration 30Q: 3 clusters Score -539497.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -539505.250000 Penalty: 4409.780273
	Iteration 31Q: 3 clusters Score -539505.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -539509.937500 Penalty: 4409.780273
	Iteration 32Q: 3 clusters Score -539509.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -539516.187500 Penalty: 4409.780273
	Iteration 33Q: 3 clusters Score -539516.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -539522.437500 Penalty: 4409.780273
	Iteration 34Q: 3 clusters Score -539522.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -539530.187500 Penalty: 4409.780273
	Iteration 35Q: 3 clusters Score -539530.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -539533.625000 Penalty: 4409.780273
	Iteration 36Q: 3 clusters Score -539533.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -539535.625000 Penalty: 4409.780273
	Iteration 37Q: 3 clusters Score -539535.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -539536.812500 Penalty: 4409.780273
	Iteration 38Q: 3 clusters Score -539536.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -539540.000000 Penalty: 4409.780273
	Iteration 39Q: 3 clusters Score -539540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -539540.312500 Penalty: 4409.780273
	Iteration 40F: 3 clusters Score -539540.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -539543.250000 Penalty: 4409.780273
	Iteration 41Q: 3 clusters Score -539543.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -539544.062500 Penalty: 4409.780273
	Iteration 42Q: 3 clusters Score -539544.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -539545.812500 Penalty: 4409.780273
	Iteration 43Q: 3 clusters Score -539545.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -539547.750000 Penalty: 4409.780273
	Iteration 44Q: 3 clusters Score -539547.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -539554.875000 Penalty: 4409.780273
	Iteration 45Q: 3 clusters Score -539554.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -539559.687500 Penalty: 4409.780273
	Iteration 46Q: 3 clusters Score -539559.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -539562.125000 Penalty: 4409.780273
	Iteration 47Q: 3 clusters Score -539562.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -539563.937500 Penalty: 4409.780273
	Iteration 48Q: 3 clusters Score -539563.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -539563.937500 Penalty: 4409.780273
	Iteration 49F: 3 clusters Score -539563.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -198612.968750 Penalty: 1965.080200
	Iteration 0F: 2 clusters Score -198613 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 1407 members 
Entering Unmasked Estep 
Score: -195504.765625 Penalty: 3930.160400
	Iteration 0F: 3 clusters Score -195504.8 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -196131.031250 Penalty: 3930.160400
	Iteration 1F: 3 clusters Score -196131 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -196293.031250 Penalty: 3930.160400
	Iteration 2F: 3 clusters Score -196293 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -196391.843750 Penalty: 3930.160400
	Iteration 3Q: 3 clusters Score -196391.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -196466.625000 Penalty: 3930.160400
	Iteration 4Q: 3 clusters Score -196466.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -196546.406250 Penalty: 3930.160400
	Iteration 5Q: 3 clusters Score -196546.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -196643.640625 Penalty: 3930.160400
	Iteration 6Q: 3 clusters Score -196643.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -196819.656250 Penalty: 3930.160400
	Iteration 7Q: 3 clusters Score -196819.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -196982.437500 Penalty: 3930.160400
	Iteration 8Q: 3 clusters Score -196982.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -197100.015625 Penalty: 3930.160400
	Iteration 9Q: 3 clusters Score -197100 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -197207.500000 Penalty: 3930.160400
	Iteration 10Q: 3 clusters Score -197207.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -197303.359375 Penalty: 3930.160400
	Iteration 11Q: 3 clusters Score -197303.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -197407.281250 Penalty: 3930.160400
	Iteration 12Q: 3 clusters Score -197407.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -197493.390625 Penalty: 3930.160400
	Iteration 13Q: 3 clusters Score -197493.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -197578.015625 Penalty: 3930.160400
	Iteration 14Q: 3 clusters Score -197578 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -197646.390625 Penalty: 3930.160400
	Iteration 15Q: 3 clusters Score -197646.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -197725.718750 Penalty: 3930.160400
	Iteration 16Q: 3 clusters Score -197725.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -197797.390625 Penalty: 3930.160400
	Iteration 17Q: 3 clusters Score -197797.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -197859.593750 Penalty: 3930.160400
	Iteration 18Q: 3 clusters Score -197859.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -197930.921875 Penalty: 3930.160400
	Iteration 19Q: 3 clusters Score -197930.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -197992.843750 Penalty: 3930.160400
	Iteration 20F: 3 clusters Score -197992.8 nChanged 28
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: -198062.468750 Penalty: 3930.160400
	Iteration 21Q: 3 clusters Score -198062.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -198094.281250 Penalty: 3930.160400
	Iteration 22Q: 3 clusters Score -198094.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -198110.250000 Penalty: 3930.160400
	Iteration 23Q: 3 clusters Score -198110.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -198125.656250 Penalty: 3930.160400
	Iteration 24Q: 3 clusters Score -198125.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -198137.250000 Penalty: 3930.160400
	Iteration 25Q: 3 clusters Score -198137.2 nChanged 9
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: -198147.687500 Penalty: 3930.160400
	Iteration 26Q: 3 clusters Score -198147.7 nChanged 8
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: -198154.875000 Penalty: 3930.160400
	Iteration 27Q: 3 clusters Score -198154.9 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: -198157.031250 Penalty: 3930.160400
	Iteration 28Q: 3 clusters Score -198157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -198159.687500 Penalty: 3930.160400
	Iteration 29Q: 3 clusters Score -198159.7 nChanged 2
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: -198161.390625 Penalty: 3930.160400
	Iteration 30Q: 3 clusters Score -198161.4 nChanged 3
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: -198162.343750 Penalty: 3930.160400
	Iteration 31Q: 3 clusters Score -198162.3 nChanged 0
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: -198162.343750 Penalty: 3930.160400
	Iteration 32F: 3 clusters Score -198162.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Entering Unmasked Estep 
Score: -274687.875000 Penalty: 2031.276733
	Iteration 0F: 2 clusters Score -274687.9 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 1828 members 
Entering Unmasked Estep 
Score: -271035.093750 Penalty: 4062.553467
	Iteration 0F: 3 clusters Score -271035.1 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -271833.156250 Penalty: 4062.553467
	Iteration 1F: 3 clusters Score -271833.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -271990.593750 Penalty: 4062.553467
	Iteration 2F: 3 clusters Score -271990.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -272072.031250 Penalty: 4062.553467
	Iteration 3Q: 3 clusters Score -272072 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -272120.531250 Penalty: 4062.553467
	Iteration 4Q: 3 clusters Score -272120.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -272163.281250 Penalty: 4062.553467
	Iteration 5Q: 3 clusters Score -272163.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -272208.281250 Penalty: 4062.553467
	Iteration 6Q: 3 clusters Score -272208.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -272258.031250 Penalty: 4062.553467
	Iteration 7Q: 3 clusters Score -272258 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -272309.406250 Penalty: 4062.553467
	Iteration 8Q: 3 clusters Score -272309.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -272366.062500 Penalty: 4062.553467
	Iteration 9Q: 3 clusters Score -272366.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -272408.125000 Penalty: 4062.553467
	Iteration 10Q: 3 clusters Score -272408.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -272440.312500 Penalty: 4062.553467
	Iteration 11Q: 3 clusters Score -272440.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -272467.218750 Penalty: 4062.553467
	Iteration 12Q: 3 clusters Score -272467.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -272489.593750 Penalty: 4062.553467
	Iteration 13Q: 3 clusters Score -272489.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -272510.437500 Penalty: 4062.553467
	Iteration 14Q: 3 clusters Score -272510.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -272526.031250 Penalty: 4062.553467
	Iteration 15Q: 3 clusters Score -272526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -272541.218750 Penalty: 4062.553467
	Iteration 16Q: 3 clusters Score -272541.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -272558.156250 Penalty: 4062.553467
	Iteration 17Q: 3 clusters Score -272558.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -272574.031250 Penalty: 4062.553467
	Iteration 18Q: 3 clusters Score -272574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -272588.156250 Penalty: 4062.553467
	Iteration 19Q: 3 clusters Score -272588.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -272595.562500 Penalty: 4062.553467
	Iteration 20F: 3 clusters Score -272595.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -272600.406250 Penalty: 4062.553467
	Iteration 21Q: 3 clusters Score -272600.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -272605.093750 Penalty: 4062.553467
	Iteration 22Q: 3 clusters Score -272605.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -272610.906250 Penalty: 4062.553467
	Iteration 23Q: 3 clusters Score -272610.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -272616.281250 Penalty: 4062.553467
	Iteration 24Q: 3 clusters Score -272616.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -272621.031250 Penalty: 4062.553467
	Iteration 25Q: 3 clusters Score -272621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -272625.625000 Penalty: 4062.553467
	Iteration 26Q: 3 clusters Score -272625.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -272629.656250 Penalty: 4062.553467
	Iteration 27Q: 3 clusters Score -272629.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -272633.218750 Penalty: 4062.553467
	Iteration 28Q: 3 clusters Score -272633.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -272635.750000 Penalty: 4062.553467
	Iteration 29Q: 3 clusters Score -272635.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -272639.062500 Penalty: 4062.553467
	Iteration 30Q: 3 clusters Score -272639.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -272641.937500 Penalty: 4062.553467
	Iteration 31Q: 3 clusters Score -272641.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -272644.500000 Penalty: 4062.553467
	Iteration 32Q: 3 clusters Score -272644.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -272648.531250 Penalty: 4062.553467
	Iteration 33Q: 3 clusters Score -272648.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -272651.000000 Penalty: 4062.553467
	Iteration 34Q: 3 clusters Score -272651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -272653.093750 Penalty: 4062.553467
	Iteration 35Q: 3 clusters Score -272653.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -272655.187500 Penalty: 4062.553467
	Iteration 36Q: 3 clusters Score -272655.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -272657.250000 Penalty: 4062.553467
	Iteration 37Q: 3 clusters Score -272657.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -272659.500000 Penalty: 4062.553467
	Iteration 38Q: 3 clusters Score -272659.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -272664.375000 Penalty: 4062.553467
	Iteration 39Q: 3 clusters Score -272664.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -272670.125000 Penalty: 4062.553467
	Iteration 40F: 3 clusters Score -272670.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -272676.218750 Penalty: 4062.553467
	Iteration 41Q: 3 clusters Score -272676.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -272685.375000 Penalty: 4062.553467
	Iteration 42Q: 3 clusters Score -272685.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -272694.156250 Penalty: 4062.553467
	Iteration 43Q: 3 clusters Score -272694.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -272700.968750 Penalty: 4062.553467
	Iteration 44Q: 3 clusters Score -272701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -272708.750000 Penalty: 4062.553467
	Iteration 45Q: 3 clusters Score -272708.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -272721.312500 Penalty: 4062.553467
	Iteration 46Q: 3 clusters Score -272721.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -272732.062500 Penalty: 4062.553467
	Iteration 47Q: 3 clusters Score -272732.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -272737.093750 Penalty: 4062.553467
	Iteration 48Q: 3 clusters Score -272737.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -272743.406250 Penalty: 4062.553467
	Iteration 49Q: 3 clusters Score -272743.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -272749.000000 Penalty: 4062.553467
	Iteration 50Q: 3 clusters Score -272749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -272754.500000 Penalty: 4062.553467
	Iteration 51Q: 3 clusters Score -272754.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -272762.843750 Penalty: 4062.553467
	Iteration 52Q: 3 clusters Score -272762.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -272774.937500 Penalty: 4062.553467
	Iteration 53Q: 3 clusters Score -272774.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -272782.656250 Penalty: 4062.553467
	Iteration 54Q: 3 clusters Score -272782.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -272787.593750 Penalty: 4062.553467
	Iteration 55Q: 3 clusters Score -272787.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -272792.031250 Penalty: 4062.553467
	Iteration 56Q: 3 clusters Score -272792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -272796.250000 Penalty: 4062.553467
	Iteration 57Q: 3 clusters Score -272796.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -272800.093750 Penalty: 4062.553467
	Iteration 58Q: 3 clusters Score -272800.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -272802.968750 Penalty: 4062.553467
	Iteration 59Q: 3 clusters Score -272803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -272804.781250 Penalty: 4062.553467
	Iteration 60F: 3 clusters Score -272804.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -272805.906250 Penalty: 4062.553467
	Iteration 61Q: 3 clusters Score -272805.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -272806.750000 Penalty: 4062.553467
	Iteration 62Q: 3 clusters Score -272806.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -272807.468750 Penalty: 4062.553467
	Iteration 63Q: 3 clusters Score -272807.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -272807.656250 Penalty: 4062.553467
	Iteration 64Q: 3 clusters Score -272807.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -272807.656250 Penalty: 4062.553467
	Iteration 65F: 3 clusters Score -272807.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Entering Unmasked Estep 
Score: -154803.171875 Penalty: 1914.013428
	Iteration 0F: 2 clusters Score -154803.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -152059.890625 Penalty: 3828.026855
	Iteration 0F: 3 clusters Score -152059.9 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -152561.109375 Penalty: 3828.026855
	Iteration 1F: 3 clusters Score -152561.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -152686.375000 Penalty: 3828.026855
	Iteration 2F: 3 clusters Score -152686.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -152756.593750 Penalty: 3828.026855
	Iteration 3Q: 3 clusters Score -152756.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -152803.859375 Penalty: 3828.026855
	Iteration 4Q: 3 clusters Score -152803.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -152833.625000 Penalty: 3828.026855
	Iteration 5Q: 3 clusters Score -152833.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -152855.046875 Penalty: 3828.026855
	Iteration 6Q: 3 clusters Score -152855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -152871.484375 Penalty: 3828.026855
	Iteration 7Q: 3 clusters Score -152871.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -152892.234375 Penalty: 3828.026855
	Iteration 8Q: 3 clusters Score -152892.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -152919.062500 Penalty: 3828.026855
	Iteration 9Q: 3 clusters Score -152919.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -152949.593750 Penalty: 3828.026855
	Iteration 10Q: 3 clusters Score -152949.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -152986.640625 Penalty: 3828.026855
	Iteration 11Q: 3 clusters Score -152986.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -153011.500000 Penalty: 3828.026855
	Iteration 12Q: 3 clusters Score -153011.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -153031.812500 Penalty: 3828.026855
	Iteration 13Q: 3 clusters Score -153031.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -153045.390625 Penalty: 3828.026855
	Iteration 14Q: 3 clusters Score -153045.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -153056.656250 Penalty: 3828.026855
	Iteration 15Q: 3 clusters Score -153056.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -153062.609375 Penalty: 3828.026855
	Iteration 16Q: 3 clusters Score -153062.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -153066.468750 Penalty: 3828.026855
	Iteration 17Q: 3 clusters Score -153066.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -153069.015625 Penalty: 3828.026855
	Iteration 18Q: 3 clusters Score -153069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -153071.593750 Penalty: 3828.026855
	Iteration 19Q: 3 clusters Score -153071.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -153075.359375 Penalty: 3828.026855
	Iteration 20F: 3 clusters Score -153075.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -153082.765625 Penalty: 3828.026855
	Iteration 21Q: 3 clusters Score -153082.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -153088.796875 Penalty: 3828.026855
	Iteration 22Q: 3 clusters Score -153088.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -153095.281250 Penalty: 3828.026855
	Iteration 23Q: 3 clusters Score -153095.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -153101.343750 Penalty: 3828.026855
	Iteration 24Q: 3 clusters Score -153101.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -153107.468750 Penalty: 3828.026855
	Iteration 25Q: 3 clusters Score -153107.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -153112.968750 Penalty: 3828.026855
	Iteration 26Q: 3 clusters Score -153113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -153121.421875 Penalty: 3828.026855
	Iteration 27Q: 3 clusters Score -153121.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -153130.281250 Penalty: 3828.026855
	Iteration 28Q: 3 clusters Score -153130.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -153133.562500 Penalty: 3828.026855
	Iteration 29Q: 3 clusters Score -153133.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -153139.343750 Penalty: 3828.026855
	Iteration 30Q: 3 clusters Score -153139.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -153142.312500 Penalty: 3828.026855
	Iteration 31Q: 3 clusters Score -153142.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -153146.031250 Penalty: 3828.026855
	Iteration 32Q: 3 clusters Score -153146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -153150.750000 Penalty: 3828.026855
	Iteration 33Q: 3 clusters Score -153150.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -153155.125000 Penalty: 3828.026855
	Iteration 34Q: 3 clusters Score -153155.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -153163.328125 Penalty: 3828.026855
	Iteration 35Q: 3 clusters Score -153163.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -153168.109375 Penalty: 3828.026855
	Iteration 36Q: 3 clusters Score -153168.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -153172.718750 Penalty: 3828.026855
	Iteration 37Q: 3 clusters Score -153172.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -153177.968750 Penalty: 3828.026855
	Iteration 38Q: 3 clusters Score -153178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -153184.625000 Penalty: 3828.026855
	Iteration 39Q: 3 clusters Score -153184.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -153189.625000 Penalty: 3828.026855
	Iteration 40F: 3 clusters Score -153189.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -153191.312500 Penalty: 3828.026855
	Iteration 41Q: 3 clusters Score -153191.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -153194.171875 Penalty: 3828.026855
	Iteration 42Q: 3 clusters Score -153194.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -153195.437500 Penalty: 3828.026855
	Iteration 43Q: 3 clusters Score -153195.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -153196.546875 Penalty: 3828.026855
	Iteration 44Q: 3 clusters Score -153196.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -153198.171875 Penalty: 3828.026855
	Iteration 45Q: 3 clusters Score -153198.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -153200.375000 Penalty: 3828.026855
	Iteration 46Q: 3 clusters Score -153200.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -153203.562500 Penalty: 3828.026855
	Iteration 47Q: 3 clusters Score -153203.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -153212.031250 Penalty: 3828.026855
	Iteration 48Q: 3 clusters Score -153212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -153220.296875 Penalty: 3828.026855
	Iteration 49Q: 3 clusters Score -153220.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -153232.859375 Penalty: 3828.026855
	Iteration 50Q: 3 clusters Score -153232.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -153253.140625 Penalty: 3828.026855
	Iteration 51Q: 3 clusters Score -153253.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -153274.718750 Penalty: 3828.026855
	Iteration 52Q: 3 clusters Score -153274.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -153295.265625 Penalty: 3828.026855
	Iteration 53Q: 3 clusters Score -153295.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -153322.671875 Penalty: 3828.026855
	Iteration 54Q: 3 clusters Score -153322.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -153348.046875 Penalty: 3828.026855
	Iteration 55Q: 3 clusters Score -153348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -153380.078125 Penalty: 3828.026855
	Iteration 56Q: 3 clusters Score -153380.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -153430.296875 Penalty: 3828.026855
	Iteration 57Q: 3 clusters Score -153430.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -153497.468750 Penalty: 3828.026855
	Iteration 58Q: 3 clusters Score -153497.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -153560.015625 Penalty: 3828.026855
	Iteration 59Q: 3 clusters Score -153560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -153627.515625 Penalty: 3828.026855
	Iteration 60F: 3 clusters Score -153627.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -153699.093750 Penalty: 3828.026855
	Iteration 61Q: 3 clusters Score -153699.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -153762.718750 Penalty: 3828.026855
	Iteration 62Q: 3 clusters Score -153762.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -153837.687500 Penalty: 3828.026855
	Iteration 63Q: 3 clusters Score -153837.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -153928.687500 Penalty: 3828.026855
	Iteration 64Q: 3 clusters Score -153928.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -154034.984375 Penalty: 3828.026855
	Iteration 65Q: 3 clusters Score -154035 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -154137.921875 Penalty: 3828.026855
	Iteration 66Q: 3 clusters Score -154137.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -154264.875000 Penalty: 3828.026855
	Iteration 67Q: 3 clusters Score -154264.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -154390.281250 Penalty: 3828.026855
	Iteration 68Q: 3 clusters Score -154390.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -154486.312500 Penalty: 3828.026855
	Iteration 69Q: 3 clusters Score -154486.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -154553.125000 Penalty: 3828.026855
	Iteration 70Q: 3 clusters Score -154553.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -154606.203125 Penalty: 3828.026855
	Iteration 71Q: 3 clusters Score -154606.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -154636.781250 Penalty: 3828.026855
	Iteration 72Q: 3 clusters Score -154636.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -154645.812500 Penalty: 3828.026855
	Iteration 73Q: 3 clusters Score -154645.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -154649.421875 Penalty: 3828.026855
	Iteration 74Q: 3 clusters Score -154649.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -154649.984375 Penalty: 3828.026855
	Iteration 75Q: 3 clusters Score -154650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -154650.843750 Penalty: 3828.026855
	Iteration 76Q: 3 clusters Score -154650.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -154652.968750 Penalty: 3828.026855
	Iteration 77Q: 3 clusters Score -154653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -154652.968750 Penalty: 3828.026855
	Iteration 78F: 3 clusters Score -154653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -177253.687500 Penalty: 1953.876465
	Iteration 0F: 2 clusters Score -177253.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -174190.984375 Penalty: 3907.752930
	Iteration 0F: 3 clusters Score -174191 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -174851.265625 Penalty: 3907.752930
	Iteration 1F: 3 clusters Score -174851.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -175074.218750 Penalty: 3907.752930
	Iteration 2F: 3 clusters Score -175074.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -175218.468750 Penalty: 3907.752930
	Iteration 3F: 3 clusters Score -175218.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -175316.906250 Penalty: 3907.752930
	Iteration 4Q: 3 clusters Score -175316.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -175400.046875 Penalty: 3907.752930
	Iteration 5Q: 3 clusters Score -175400 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -175477.687500 Penalty: 3907.752930
	Iteration 6Q: 3 clusters Score -175477.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -175540.187500 Penalty: 3907.752930
	Iteration 7Q: 3 clusters Score -175540.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -175604.437500 Penalty: 3907.752930
	Iteration 8Q: 3 clusters Score -175604.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -175662.828125 Penalty: 3907.752930
	Iteration 9Q: 3 clusters Score -175662.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -175705.390625 Penalty: 3907.752930
	Iteration 10Q: 3 clusters Score -175705.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -175733.781250 Penalty: 3907.752930
	Iteration 11Q: 3 clusters Score -175733.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -175755.328125 Penalty: 3907.752930
	Iteration 12Q: 3 clusters Score -175755.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -175769.625000 Penalty: 3907.752930
	Iteration 13Q: 3 clusters Score -175769.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -175783.078125 Penalty: 3907.752930
	Iteration 14Q: 3 clusters Score -175783.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -175794.343750 Penalty: 3907.752930
	Iteration 15Q: 3 clusters Score -175794.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -175801.218750 Penalty: 3907.752930
	Iteration 16Q: 3 clusters Score -175801.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -175808.796875 Penalty: 3907.752930
	Iteration 17Q: 3 clusters Score -175808.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -175814.390625 Penalty: 3907.752930
	Iteration 18Q: 3 clusters Score -175814.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -175822.437500 Penalty: 3907.752930
	Iteration 19Q: 3 clusters Score -175822.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -175824.734375 Penalty: 3907.752930
	Iteration 20F: 3 clusters Score -175824.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -175828.625000 Penalty: 3907.752930
	Iteration 21Q: 3 clusters Score -175828.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -175830.843750 Penalty: 3907.752930
	Iteration 22Q: 3 clusters Score -175830.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -175833.359375 Penalty: 3907.752930
	Iteration 23Q: 3 clusters Score -175833.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -175836.781250 Penalty: 3907.752930
	Iteration 24Q: 3 clusters Score -175836.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -175839.562500 Penalty: 3907.752930
	Iteration 25Q: 3 clusters Score -175839.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -175841.078125 Penalty: 3907.752930
	Iteration 26Q: 3 clusters Score -175841.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -175841.671875 Penalty: 3907.752930
	Iteration 27Q: 3 clusters Score -175841.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -175842.281250 Penalty: 3907.752930
	Iteration 28Q: 3 clusters Score -175842.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -175842.328125 Penalty: 3907.752930
	Iteration 29Q: 3 clusters Score -175842.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -175842.656250 Penalty: 3907.752930
	Iteration 30Q: 3 clusters Score -175842.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -175842.656250 Penalty: 3907.752930
	Iteration 31F: 3 clusters Score -175842.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (12714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Entering Unmasked Estep 
Score: -965286.812500 Penalty: 2343.713867
	Iteration 0F: 2 clusters Score -965286.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -955842.125000 Penalty: 4687.427734
	Iteration 0F: 3 clusters Score -955842.1 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -958721.250000 Penalty: 4687.427734
	Iteration 1F: 3 clusters Score -958721.2 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -959045.937500 Penalty: 4687.427734
	Iteration 2F: 3 clusters Score -959045.9 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -959270.750000 Penalty: 4687.427734
	Iteration 3Q: 3 clusters Score -959270.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -959431.625000 Penalty: 4687.427734
	Iteration 4Q: 3 clusters Score -959431.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -959567.875000 Penalty: 4687.427734
	Iteration 5Q: 3 clusters Score -959567.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -959679.062500 Penalty: 4687.427734
	Iteration 6Q: 3 clusters Score -959679.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -959803.187500 Penalty: 4687.427734
	Iteration 7Q: 3 clusters Score -959803.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -959936.312500 Penalty: 4687.427734
	Iteration 8Q: 3 clusters Score -959936.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -960092.437500 Penalty: 4687.427734
	Iteration 9Q: 3 clusters Score -960092.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -960277.750000 Penalty: 4687.427734
	Iteration 10Q: 3 clusters Score -960277.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -960527.250000 Penalty: 4687.427734
	Iteration 11Q: 3 clusters Score -960527.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -960808.250000 Penalty: 4687.427734
	Iteration 12Q: 3 clusters Score -960808.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -961099.500000 Penalty: 4687.427734
	Iteration 13Q: 3 clusters Score -961099.5 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -961414.562500 Penalty: 4687.427734
	Iteration 14Q: 3 clusters Score -961414.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -961725.875000 Penalty: 4687.427734
	Iteration 15Q: 3 clusters Score -961725.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -962004.000000 Penalty: 4687.427734
	Iteration 16Q: 3 clusters Score -962004 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -962235.250000 Penalty: 4687.427734
	Iteration 17Q: 3 clusters Score -962235.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -962434.937500 Penalty: 4687.427734
	Iteration 18Q: 3 clusters Score -962434.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -962604.875000 Penalty: 4687.427734
	Iteration 19Q: 3 clusters Score -962604.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -962735.312500 Penalty: 4687.427734
	Iteration 20F: 3 clusters Score -962735.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -962860.562500 Penalty: 4687.427734
	Iteration 21Q: 3 clusters Score -962860.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -962991.125000 Penalty: 4687.427734
	Iteration 22Q: 3 clusters Score -962991.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -963088.187500 Penalty: 4687.427734
	Iteration 23Q: 3 clusters Score -963088.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -963206.125000 Penalty: 4687.427734
	Iteration 24Q: 3 clusters Score -963206.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -963306.437500 Penalty: 4687.427734
	Iteration 25Q: 3 clusters Score -963306.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -963394.750000 Penalty: 4687.427734
	Iteration 26Q: 3 clusters Score -963394.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -963449.500000 Penalty: 4687.427734
	Iteration 27Q: 3 clusters Score -963449.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -963487.437500 Penalty: 4687.427734
	Iteration 28Q: 3 clusters Score -963487.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -963507.125000 Penalty: 4687.427734
	Iteration 29Q: 3 clusters Score -963507.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -963518.187500 Penalty: 4687.427734
	Iteration 30Q: 3 clusters Score -963518.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -963533.750000 Penalty: 4687.427734
	Iteration 31Q: 3 clusters Score -963533.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -963540.937500 Penalty: 4687.427734
	Iteration 32Q: 3 clusters Score -963540.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -963549.812500 Penalty: 4687.427734
	Iteration 33Q: 3 clusters Score -963549.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -963553.937500 Penalty: 4687.427734
	Iteration 34Q: 3 clusters Score -963553.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -963555.562500 Penalty: 4687.427734
	Iteration 35Q: 3 clusters Score -963555.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -963554.812500 Penalty: 4687.427734
	Iteration 36Q: 3 clusters Score -963554.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -963556.687500 Penalty: 4687.427734
	Iteration 37Q: 3 clusters Score -963556.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -963556.687500 Penalty: 4687.427734
	Iteration 38F: 3 clusters Score -963556.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Entering Unmasked Estep 
Score: -281133.843750 Penalty: 2088.820312
	Iteration 0F: 2 clusters Score -281133.8 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 2288 members 
Entering Unmasked Estep 
Score: -276930.531250 Penalty: 4177.640625
	Iteration 0F: 3 clusters Score -276930.5 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -278063.218750 Penalty: 4177.640625
	Iteration 1F: 3 clusters Score -278063.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -278347.406250 Penalty: 4177.640625
	Iteration 2F: 3 clusters Score -278347.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -278581.625000 Penalty: 4177.640625
	Iteration 3F: 3 clusters Score -278581.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -278785.593750 Penalty: 4177.640625
	Iteration 4F: 3 clusters Score -278785.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -278990.312500 Penalty: 4177.640625
	Iteration 5Q: 3 clusters Score -278990.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -279300.812500 Penalty: 4177.640625
	Iteration 6F: 3 clusters Score -279300.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -279654.031250 Penalty: 4177.640625
	Iteration 7F: 3 clusters Score -279654 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -279953.281250 Penalty: 4177.640625
	Iteration 8F: 3 clusters Score -279953.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -280149.406250 Penalty: 4177.640625
	Iteration 9Q: 3 clusters Score -280149.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -280286.843750 Penalty: 4177.640625
	Iteration 10Q: 3 clusters Score -280286.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -280360.093750 Penalty: 4177.640625
	Iteration 11Q: 3 clusters Score -280360.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -280417.406250 Penalty: 4177.640625
	Iteration 12Q: 3 clusters Score -280417.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -280465.000000 Penalty: 4177.640625
	Iteration 13Q: 3 clusters Score -280465 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -280513.625000 Penalty: 4177.640625
	Iteration 14Q: 3 clusters Score -280513.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -280570.625000 Penalty: 4177.640625
	Iteration 15Q: 3 clusters Score -280570.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -280622.968750 Penalty: 4177.640625
	Iteration 16Q: 3 clusters Score -280623 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -280652.468750 Penalty: 4177.640625
	Iteration 17Q: 3 clusters Score -280652.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -280665.000000 Penalty: 4177.640625
	Iteration 18Q: 3 clusters Score -280665 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -280675.718750 Penalty: 4177.640625
	Iteration 19Q: 3 clusters Score -280675.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -280688.125000 Penalty: 4177.640625
	Iteration 20F: 3 clusters Score -280688.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -280696.437500 Penalty: 4177.640625
	Iteration 21Q: 3 clusters Score -280696.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -280700.375000 Penalty: 4177.640625
	Iteration 22Q: 3 clusters Score -280700.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -280710.062500 Penalty: 4177.640625
	Iteration 23Q: 3 clusters Score -280710.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -280726.875000 Penalty: 4177.640625
	Iteration 24Q: 3 clusters Score -280726.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -280753.156250 Penalty: 4177.640625
	Iteration 25Q: 3 clusters Score -280753.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -280780.531250 Penalty: 4177.640625
	Iteration 26Q: 3 clusters Score -280780.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -280815.750000 Penalty: 4177.640625
	Iteration 27Q: 3 clusters Score -280815.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -280859.937500 Penalty: 4177.640625
	Iteration 28Q: 3 clusters Score -280859.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -280897.187500 Penalty: 4177.640625
	Iteration 29Q: 3 clusters Score -280897.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -280928.781250 Penalty: 4177.640625
	Iteration 30Q: 3 clusters Score -280928.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -280967.468750 Penalty: 4177.640625
	Iteration 31Q: 3 clusters Score -280967.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -280992.718750 Penalty: 4177.640625
	Iteration 32Q: 3 clusters Score -280992.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -281004.875000 Penalty: 4177.640625
	Iteration 33Q: 3 clusters Score -281004.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -281015.125000 Penalty: 4177.640625
	Iteration 34Q: 3 clusters Score -281015.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -281026.062500 Penalty: 4177.640625
	Iteration 35Q: 3 clusters Score -281026.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -281042.281250 Penalty: 4177.640625
	Iteration 36Q: 3 clusters Score -281042.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -281053.687500 Penalty: 4177.640625
	Iteration 37Q: 3 clusters Score -281053.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -281061.718750 Penalty: 4177.640625
	Iteration 38Q: 3 clusters Score -281061.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -281071.843750 Penalty: 4177.640625
	Iteration 39Q: 3 clusters Score -281071.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -281083.812500 Penalty: 4177.640625
	Iteration 40F: 3 clusters Score -281083.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -281096.156250 Penalty: 4177.640625
	Iteration 41Q: 3 clusters Score -281096.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -281113.125000 Penalty: 4177.640625
	Iteration 42Q: 3 clusters Score -281113.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -281128.250000 Penalty: 4177.640625
	Iteration 43Q: 3 clusters Score -281128.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -281141.343750 Penalty: 4177.640625
	Iteration 44Q: 3 clusters Score -281141.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -281149.500000 Penalty: 4177.640625
	Iteration 45Q: 3 clusters Score -281149.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -281162.625000 Penalty: 4177.640625
	Iteration 46Q: 3 clusters Score -281162.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -281169.250000 Penalty: 4177.640625
	Iteration 47Q: 3 clusters Score -281169.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -281171.812500 Penalty: 4177.640625
	Iteration 48Q: 3 clusters Score -281171.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -281175.031250 Penalty: 4177.640625
	Iteration 49Q: 3 clusters Score -281175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -281175.968750 Penalty: 4177.640625
	Iteration 50Q: 3 clusters Score -281176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -281175.968750 Penalty: 4177.640625
	Iteration 51F: 3 clusters Score -281176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130434 members 
Mstep: Class 5 contains 26392 members 
Mstep: Class 6 contains 54478 members 
Mstep: Class 7 contains 27160 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205276 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81298 members 
Mstep: Class 12 contains 24435 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46394 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206892 members 
Mstep: Class 19 contains 24750 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7535 members 
Mstep: Class 36 contains 7264 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 4617 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354414 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 1528 members 
Entering Unmasked Estep 
Score: -102296072.000000 Penalty: 175625.656250
Splitting cluster 42 changes total score from -102297688.000000 to -102296072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (3395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Entering Unmasked Estep 
Score: -237929.531250 Penalty: 2016.254639
	Iteration 0F: 2 clusters Score -237929.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -234424.031250 Penalty: 4032.509277
	Iteration 0F: 3 clusters Score -234424 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -235192.578125 Penalty: 4032.509277
	Iteration 1F: 3 clusters Score -235192.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -235372.296875 Penalty: 4032.509277
	Iteration 2F: 3 clusters Score -235372.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -235485.546875 Penalty: 4032.509277
	Iteration 3Q: 3 clusters Score -235485.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -235591.812500 Penalty: 4032.509277
	Iteration 4Q: 3 clusters Score -235591.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -235703.734375 Penalty: 4032.509277
	Iteration 5Q: 3 clusters Score -235703.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -235829.125000 Penalty: 4032.509277
	Iteration 6Q: 3 clusters Score -235829.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -235976.656250 Penalty: 4032.509277
	Iteration 7Q: 3 clusters Score -235976.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -236131.421875 Penalty: 4032.509277
	Iteration 8Q: 3 clusters Score -236131.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -236271.203125 Penalty: 4032.509277
	Iteration 9Q: 3 clusters Score -236271.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -236430.515625 Penalty: 4032.509277
	Iteration 10Q: 3 clusters Score -236430.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -236577.078125 Penalty: 4032.509277
	Iteration 11Q: 3 clusters Score -236577.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -236684.046875 Penalty: 4032.509277
	Iteration 12Q: 3 clusters Score -236684 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -236750.140625 Penalty: 4032.509277
	Iteration 13Q: 3 clusters Score -236750.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -236796.296875 Penalty: 4032.509277
	Iteration 14Q: 3 clusters Score -236796.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -236836.890625 Penalty: 4032.509277
	Iteration 15Q: 3 clusters Score -236836.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -236880.296875 Penalty: 4032.509277
	Iteration 16Q: 3 clusters Score -236880.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -236921.687500 Penalty: 4032.509277
	Iteration 17Q: 3 clusters Score -236921.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -236949.421875 Penalty: 4032.509277
	Iteration 18Q: 3 clusters Score -236949.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -236963.406250 Penalty: 4032.509277
	Iteration 19Q: 3 clusters Score -236963.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -236976.500000 Penalty: 4032.509277
	Iteration 20F: 3 clusters Score -236976.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -236989.125000 Penalty: 4032.509277
	Iteration 21Q: 3 clusters Score -236989.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -237000.687500 Penalty: 4032.509277
	Iteration 22Q: 3 clusters Score -237000.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -237015.281250 Penalty: 4032.509277
	Iteration 23Q: 3 clusters Score -237015.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -237026.265625 Penalty: 4032.509277
	Iteration 24Q: 3 clusters Score -237026.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -237032.875000 Penalty: 4032.509277
	Iteration 25Q: 3 clusters Score -237032.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -237040.656250 Penalty: 4032.509277
	Iteration 26Q: 3 clusters Score -237040.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -237046.375000 Penalty: 4032.509277
	Iteration 27Q: 3 clusters Score -237046.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -237053.171875 Penalty: 4032.509277
	Iteration 28Q: 3 clusters Score -237053.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -237059.546875 Penalty: 4032.509277
	Iteration 29Q: 3 clusters Score -237059.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -237065.796875 Penalty: 4032.509277
	Iteration 30Q: 3 clusters Score -237065.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -237072.812500 Penalty: 4032.509277
	Iteration 31Q: 3 clusters Score -237072.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -237080.000000 Penalty: 4032.509277
	Iteration 32Q: 3 clusters Score -237080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -237087.265625 Penalty: 4032.509277
	Iteration 33Q: 3 clusters Score -237087.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -237093.437500 Penalty: 4032.509277
	Iteration 34Q: 3 clusters Score -237093.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -237100.234375 Penalty: 4032.509277
	Iteration 35Q: 3 clusters Score -237100.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -237103.906250 Penalty: 4032.509277
	Iteration 36Q: 3 clusters Score -237103.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -237105.703125 Penalty: 4032.509277
	Iteration 37Q: 3 clusters Score -237105.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -237106.265625 Penalty: 4032.509277
	Iteration 38Q: 3 clusters Score -237106.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -237107.375000 Penalty: 4032.509277
	Iteration 39Q: 3 clusters Score -237107.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -237109.593750 Penalty: 4032.509277
	Iteration 40F: 3 clusters Score -237109.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -237110.968750 Penalty: 4032.509277
	Iteration 41Q: 3 clusters Score -237111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -237113.125000 Penalty: 4032.509277
	Iteration 42Q: 3 clusters Score -237113.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -237113.562500 Penalty: 4032.509277
	Iteration 43Q: 3 clusters Score -237113.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -237113.703125 Penalty: 4032.509277
	Iteration 44Q: 3 clusters Score -237113.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -237113.703125 Penalty: 4032.509277
	Iteration 45F: 3 clusters Score -237113.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Entering Unmasked Estep 
Score: -325891.031250 Penalty: 2092.500000
	Iteration 0F: 2 clusters Score -325891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -321607.562500 Penalty: 4185.000000
	Iteration 0F: 3 clusters Score -321607.6 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -322666.093750 Penalty: 4185.000000
	Iteration 1F: 3 clusters Score -322666.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -323099.031250 Penalty: 4185.000000
	Iteration 2F: 3 clusters Score -323099 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -323757.500000 Penalty: 4185.000000
	Iteration 3F: 3 clusters Score -323757.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -324845.062500 Penalty: 4185.000000
	Iteration 4F: 3 clusters Score -324845.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -325778.000000 Penalty: 4185.000000
	Iteration 5F: 3 clusters Score -325778 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -326300.062500 Penalty: 4185.000000
	Iteration 6F: 3 clusters Score -326300.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -326534.875000 Penalty: 4185.000000
	Iteration 7F: 3 clusters Score -326534.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -326627.062500 Penalty: 4185.000000
	Iteration 8Q: 3 clusters Score -326627.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -326685.062500 Penalty: 4185.000000
	Iteration 9Q: 3 clusters Score -326685.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -326725.218750 Penalty: 4185.000000
	Iteration 10Q: 3 clusters Score -326725.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -326747.875000 Penalty: 4185.000000
	Iteration 11Q: 3 clusters Score -326747.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -326767.781250 Penalty: 4185.000000
	Iteration 12Q: 3 clusters Score -326767.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -326790.187500 Penalty: 4185.000000
	Iteration 13Q: 3 clusters Score -326790.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -326809.718750 Penalty: 4185.000000
	Iteration 14Q: 3 clusters Score -326809.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -326825.218750 Penalty: 4185.000000
	Iteration 15Q: 3 clusters Score -326825.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -326837.125000 Penalty: 4185.000000
	Iteration 16Q: 3 clusters Score -326837.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -326848.031250 Penalty: 4185.000000
	Iteration 17Q: 3 clusters Score -326848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -326859.500000 Penalty: 4185.000000
	Iteration 18Q: 3 clusters Score -326859.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -326885.093750 Penalty: 4185.000000
	Iteration 19Q: 3 clusters Score -326885.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -326931.625000 Penalty: 4185.000000
	Iteration 20F: 3 clusters Score -326931.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -326980.093750 Penalty: 4185.000000
	Iteration 21Q: 3 clusters Score -326980.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -327014.125000 Penalty: 4185.000000
	Iteration 22Q: 3 clusters Score -327014.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -327028.500000 Penalty: 4185.000000
	Iteration 23Q: 3 clusters Score -327028.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -327038.593750 Penalty: 4185.000000
	Iteration 24Q: 3 clusters Score -327038.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -327041.000000 Penalty: 4185.000000
	Iteration 25Q: 3 clusters Score -327041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -327041.937500 Penalty: 4185.000000
	Iteration 26Q: 3 clusters Score -327041.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -327041.937500 Penalty: 4185.000000
	Iteration 27F: 3 clusters Score -327041.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 130434 members 
Mstep: Class 5 contains 26392 members 
Mstep: Class 6 contains 54478 members 
Mstep: Class 7 contains 27160 members 
Mstep: Class 8 contains 3251 members 
Mstep: Class 9 contains 205276 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 81298 members 
Mstep: Class 12 contains 24435 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 46394 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 18 contains 206892 members 
Mstep: Class 19 contains 24750 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 28544 members 
Mstep: Class 24 contains 4851 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 13907 members 
Mstep: Class 28 contains 10065 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 8341 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 12934 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 7535 members 
Mstep: Class 36 contains 7264 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 3607 members 
Mstep: Class 39 contains 2248 members 
Mstep: Class 40 contains 2640 members 
Mstep: Class 41 contains 12714 members 
Mstep: Class 42 contains 4549 members 
Mstep: Class 43 contains 3395 members 
Mstep: Class 44 contains 977 members 
Mstep: Class 45 contains 2319 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 354414 members 
Mstep: Class 48 contains 9717 members 
Mstep: Class 49 contains 617 members 
Mstep: Class 50 contains 3640 members 
Entering Unmasked Estep 
Score: -102297560.000000 Penalty: 175625.656250
Splitting cluster 44 changes total score from -102297688.000000 to -102297560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (2319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Entering Unmasked Estep 
Score: -162066.218750 Penalty: 1921.725098
	Iteration 0F: 2 clusters Score -162066.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -159236.953125 Penalty: 3843.450195
	Iteration 0F: 3 clusters Score -159237 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -159790.937500 Penalty: 3843.450195
	Iteration 1F: 3 clusters Score -159790.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -159922.078125 Penalty: 3843.450195
	Iteration 2F: 3 clusters Score -159922.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -160012.265625 Penalty: 3843.450195
	Iteration 3Q: 3 clusters Score -160012.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -160087.109375 Penalty: 3843.450195
	Iteration 4Q: 3 clusters Score -160087.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -160141.765625 Penalty: 3843.450195
	Iteration 5Q: 3 clusters Score -160141.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -160204.750000 Penalty: 3843.450195
	Iteration 6Q: 3 clusters Score -160204.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -160280.187500 Penalty: 3843.450195
	Iteration 7Q: 3 clusters Score -160280.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -160403.921875 Penalty: 3843.450195
	Iteration 8Q: 3 clusters Score -160403.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -160633.562500 Penalty: 3843.450195
	Iteration 9Q: 3 clusters Score -160633.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -160796.203125 Penalty: 3843.450195
	Iteration 10Q: 3 clusters Score -160796.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -160908.468750 Penalty: 3843.450195
	Iteration 11Q: 3 clusters Score -160908.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -160987.234375 Penalty: 3843.450195
	Iteration 12Q: 3 clusters Score -160987.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -161041.437500 Penalty: 3843.450195
	Iteration 13Q: 3 clusters Score -161041.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -161091.625000 Penalty: 3843.450195
	Iteration 14Q: 3 clusters Score -161091.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -161135.468750 Penalty: 3843.450195
	Iteration 15Q: 3 clusters Score -161135.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -161164.140625 Penalty: 3843.450195
	Iteration 16Q: 3 clusters Score -161164.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -161180.296875 Penalty: 3843.450195
	Iteration 17Q: 3 clusters Score -161180.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -161192.343750 Penalty: 3843.450195
	Iteration 18Q: 3 clusters Score -161192.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -161204.000000 Penalty: 3843.450195
	Iteration 19Q: 3 clusters Score -161204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -161210.718750 Penalty: 3843.450195
	Iteration 20F: 3 clusters Score -161210.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -161217.906250 Penalty: 3843.450195
	Iteration 21Q: 3 clusters Score -161217.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -161222.828125 Penalty: 3843.450195
	Iteration 22Q: 3 clusters Score -161222.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -161225.531250 Penalty: 3843.450195
	Iteration 23Q: 3 clusters Score -161225.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -161228.875000 Penalty: 3843.450195
	Iteration 24Q: 3 clusters Score -161228.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -161233.765625 Penalty: 3843.450195
	Iteration 25Q: 3 clusters Score -161233.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -161239.531250 Penalty: 3843.450195
	Iteration 26Q: 3 clusters Score -161239.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -161249.468750 Penalty: 3843.450195
	Iteration 27Q: 3 clusters Score -161249.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -161258.546875 Penalty: 3843.450195
	Iteration 28Q: 3 clusters Score -161258.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -161266.937500 Penalty: 3843.450195
	Iteration 29Q: 3 clusters Score -161266.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -161274.296875 Penalty: 3843.450195
	Iteration 30Q: 3 clusters Score -161274.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -161279.625000 Penalty: 3843.450195
	Iteration 31Q: 3 clusters Score -161279.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -161286.937500 Penalty: 3843.450195
	Iteration 32Q: 3 clusters Score -161286.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -161293.000000 Penalty: 3843.450195
	Iteration 33Q: 3 clusters Score -161293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -161297.421875 Penalty: 3843.450195
	Iteration 34Q: 3 clusters Score -161297.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -161298.031250 Penalty: 3843.450195
	Iteration 35Q: 3 clusters Score -161298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -161299.593750 Penalty: 3843.450195
	Iteration 36Q: 3 clusters Score -161299.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -161300.671875 Penalty: 3843.450195
	Iteration 37Q: 3 clusters Score -161300.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -161302.078125 Penalty: 3843.450195
	Iteration 38Q: 3 clusters Score -161302.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -161304.109375 Penalty: 3843.450195
	Iteration 39Q: 3 clusters Score -161304.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -161305.218750 Penalty: 3843.450195
	Iteration 40F: 3 clusters Score -161305.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Entering Unmasked Estep 
Score: -300792.250000 Penalty: 2106.188477
	Iteration 0F: 2 clusters Score -300792.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -296380.000000 Penalty: 4212.376953
	Iteration 0F: 3 clusters Score -296380 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -297557.156250 Penalty: 4212.376953
	Iteration 1F: 3 clusters Score -297557.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -297926.906250 Penalty: 4212.376953
	Iteration 2F: 3 clusters Score -297926.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -298195.468750 Penalty: 4212.376953
	Iteration 3F: 3 clusters Score -298195.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -298384.875000 Penalty: 4212.376953
	Iteration 4Q: 3 clusters Score -298384.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -298544.531250 Penalty: 4212.376953
	Iteration 5Q: 3 clusters Score -298544.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -298661.906250 Penalty: 4212.376953
	Iteration 6Q: 3 clusters Score -298661.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -298760.281250 Penalty: 4212.376953
	Iteration 7Q: 3 clusters Score -298760.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -298827.437500 Penalty: 4212.376953
	Iteration 8Q: 3 clusters Score -298827.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -298899.156250 Penalty: 4212.376953
	Iteration 9Q: 3 clusters Score -298899.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -298972.437500 Penalty: 4212.376953
	Iteration 10Q: 3 clusters Score -298972.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -299039.031250 Penalty: 4212.376953
	Iteration 11Q: 3 clusters Score -299039 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -299104.250000 Penalty: 4212.376953
	Iteration 12Q: 3 clusters Score -299104.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -299143.593750 Penalty: 4212.376953
	Iteration 13Q: 3 clusters Score -299143.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -299180.125000 Penalty: 4212.376953
	Iteration 14Q: 3 clusters Score -299180.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -299222.156250 Penalty: 4212.376953
	Iteration 15Q: 3 clusters Score -299222.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -299270.187500 Penalty: 4212.376953
	Iteration 16Q: 3 clusters Score -299270.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -299302.562500 Penalty: 4212.376953
	Iteration 17Q: 3 clusters Score -299302.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -299327.968750 Penalty: 4212.376953
	Iteration 18Q: 3 clusters Score -299328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -299348.593750 Penalty: 4212.376953
	Iteration 19Q: 3 clusters Score -299348.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -299366.250000 Penalty: 4212.376953
	Iteration 20F: 3 clusters Score -299366.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -299377.500000 Penalty: 4212.376953
	Iteration 21Q: 3 clusters Score -299377.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -299386.562500 Penalty: 4212.376953
	Iteration 22Q: 3 clusters Score -299386.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -299392.625000 Penalty: 4212.376953
	Iteration 23Q: 3 clusters Score -299392.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -299398.906250 Penalty: 4212.376953
	Iteration 24Q: 3 clusters Score -299398.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -299401.843750 Penalty: 4212.376953
	Iteration 25Q: 3 clusters Score -299401.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -299404.781250 Penalty: 4212.376953
	Iteration 26Q: 3 clusters Score -299404.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -299406.218750 Penalty: 4212.376953
	Iteration 27Q: 3 clusters Score -299406.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -299406.531250 Penalty: 4212.376953
	Iteration 28Q: 3 clusters Score -299406.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -299406.531250 Penalty: 4212.376953
	Iteration 29F: 3 clusters Score -299406.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (354414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354414 members 
Entering Unmasked Estep 
Score: -26531548.000000 Penalty: 3168.998779
	Iteration 0F: 2 clusters Score -2.653155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176834 members 
Mstep: Class 2 contains 177580 members 
Entering Unmasked Estep 
Score: -26293676.000000 Penalty: 6337.997559
	Iteration 0F: 3 clusters Score -2.629368e+07 nChanged 171907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167621 members 
Mstep: Class 2 contains 186793 members 
Entering Unmasked Estep 
Score: -26395454.000000 Penalty: 6337.997559
	Iteration 1F: 3 clusters Score -2.639545e+07 nChanged 9776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161569 members 
Mstep: Class 2 contains 192845 members 
Entering Unmasked Estep 
Score: -26397544.000000 Penalty: 6337.997559
	Iteration 2Q: 3 clusters Score -2.639754e+07 nChanged 12250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151877 members 
Mstep: Class 2 contains 202537 members 
Entering Unmasked Estep 
Score: -26401232.000000 Penalty: 6337.997559
	Iteration 3Q: 3 clusters Score -2.640123e+07 nChanged 16376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136983 members 
Mstep: Class 2 contains 217431 members 
Entering Unmasked Estep 
Score: -26408364.000000 Penalty: 6337.997559
	Iteration 4Q: 3 clusters Score -2.640836e+07 nChanged 22459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115234 members 
Mstep: Class 2 contains 239180 members 
Entering Unmasked Estep 
Score: -26421948.000000 Penalty: 6337.997559
	Iteration 5F: 3 clusters Score -2.642195e+07 nChanged 29297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86235 members 
Mstep: Class 2 contains 268179 members 
Entering Unmasked Estep 
Score: -26444346.000000 Penalty: 6337.997559
	Iteration 6F: 3 clusters Score -2.644435e+07 nChanged 32876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53419 members 
Mstep: Class 2 contains 300995 members 
Entering Unmasked Estep 
Score: -26475826.000000 Penalty: 6337.997559
	Iteration 7F: 3 clusters Score -2.647583e+07 nChanged 28181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 329166 members 
Entering Unmasked Estep 
Score: -26504950.000000 Penalty: 6337.997559
	Iteration 8F: 3 clusters Score -2.650495e+07 nChanged 16166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 345332 members 
Entering Unmasked Estep 
Score: -26520940.000000 Penalty: 6337.997559
	Iteration 9Q: 3 clusters Score -2.652094e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 351527 members 
Entering Unmasked Estep 
Score: -26526624.000000 Penalty: 6337.997559
	Iteration 10Q: 3 clusters Score -2.652662e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 353327 members 
Entering Unmasked Estep 
Score: -26528098.000000 Penalty: 6337.997559
	Iteration 11Q: 3 clusters Score -2.65281e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 353826 members 
Entering Unmasked Estep 
Score: -26528426.000000 Penalty: 6337.997559
	Iteration 12Q: 3 clusters Score -2.652843e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 353985 members 
Entering Unmasked Estep 
Score: -26528616.000000 Penalty: 6337.997559
	Iteration 13Q: 3 clusters Score -2.652862e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 354041 members 
Entering Unmasked Estep 
Score: -26528734.000000 Penalty: 6337.997559
	Iteration 14Q: 3 clusters Score -2.652873e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 354068 members 
Entering Unmasked Estep 
Score: -26528760.000000 Penalty: 6337.997559
	Iteration 15Q: 3 clusters Score -2.652876e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 354078 members 
Entering Unmasked Estep 
Score: -26528786.000000 Penalty: 6337.997559
	Iteration 16Q: 3 clusters Score -2.652879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 354081 members 
Entering Unmasked Estep 
Score: -26528780.000000 Penalty: 6337.997559
	Iteration 17Q: 3 clusters Score -2.652878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 354087 members 
Entering Unmasked Estep 
Score: -26528786.000000 Penalty: 6337.997559
	Iteration 18Q: 3 clusters Score -2.652879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 354089 members 
Entering Unmasked Estep 
Score: -26528798.000000 Penalty: 6337.997559
	Iteration 19Q: 3 clusters Score -2.65288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 354094 members 
Entering Unmasked Estep 
Score: -26528792.000000 Penalty: 6337.997559
	Iteration 20F: 3 clusters Score -2.652879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 354100 members 
Entering Unmasked Estep 
Score: -26528812.000000 Penalty: 6337.997559
	Iteration 21Q: 3 clusters Score -2.652881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 354109 members 
Entering Unmasked Estep 
Score: -26528824.000000 Penalty: 6337.997559
	Iteration 22Q: 3 clusters Score -2.652882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 354115 members 
Entering Unmasked Estep 
Score: -26528842.000000 Penalty: 6337.997559
	Iteration 23Q: 3 clusters Score -2.652884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 354113 members 
Entering Unmasked Estep 
Score: -26528840.000000 Penalty: 6337.997559
	Iteration 24Q: 3 clusters Score -2.652884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 354112 members 
Entering Unmasked Estep 
Score: -26528856.000000 Penalty: 6337.997559
	Iteration 25Q: 3 clusters Score -2.652886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 354113 members 
Entering Unmasked Estep 
Score: -26528854.000000 Penalty: 6337.997559
	Iteration 26Q: 3 clusters Score -2.652885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 354116 members 
Entering Unmasked Estep 
Score: -26528854.000000 Penalty: 6337.997559
	Iteration 27Q: 3 clusters Score -2.652885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 354120 members 
Entering Unmasked Estep 
Score: -26528864.000000 Penalty: 6337.997559
	Iteration 28Q: 3 clusters Score -2.652886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 354120 members 
Entering Unmasked Estep 
Score: -26528858.000000 Penalty: 6337.997559
	Iteration 29Q: 3 clusters Score -2.652886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 354120 members 
Entering Unmasked Estep 
Score: -26528862.000000 Penalty: 6337.997559
	Iteration 30Q: 3 clusters Score -2.652886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 354121 members 
Entering Unmasked Estep 
Score: -26528876.000000 Penalty: 6337.997559
	Iteration 31Q: 3 clusters Score -2.652888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 354121 members 
Entering Unmasked Estep 
Score: -26528876.000000 Penalty: 6337.997559
	Iteration 32F: 3 clusters Score -2.652888e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (9717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Entering Unmasked Estep 
Score: -703778.187500 Penalty: 2277.044678
	Iteration 0F: 2 clusters Score -703778.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -696309.750000 Penalty: 4554.089355
	Iteration 0F: 3 clusters Score -696309.8 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -698635.437500 Penalty: 4554.089355
	Iteration 1F: 3 clusters Score -698635.4 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -699134.062500 Penalty: 4554.089355
	Iteration 2F: 3 clusters Score -699134.1 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -699542.437500 Penalty: 4554.089355
	Iteration 3F: 3 clusters Score -699542.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -699950.312500 Penalty: 4554.089355
	Iteration 4F: 3 clusters Score -699950.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -700315.500000 Penalty: 4554.089355
	Iteration 5F: 3 clusters Score -700315.5 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -700593.812500 Penalty: 4554.089355
	Iteration 6Q: 3 clusters Score -700593.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -700808.937500 Penalty: 4554.089355
	Iteration 7Q: 3 clusters Score -700808.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -700983.812500 Penalty: 4554.089355
	Iteration 8Q: 3 clusters Score -700983.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -701154.875000 Penalty: 4554.089355
	Iteration 9Q: 3 clusters Score -701154.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -701307.812500 Penalty: 4554.089355
	Iteration 10Q: 3 clusters Score -701307.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -701448.937500 Penalty: 4554.089355
	Iteration 11Q: 3 clusters Score -701448.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -701581.375000 Penalty: 4554.089355
	Iteration 12Q: 3 clusters Score -701581.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -701677.812500 Penalty: 4554.089355
	Iteration 13Q: 3 clusters Score -701677.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -701738.312500 Penalty: 4554.089355
	Iteration 14Q: 3 clusters Score -701738.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -701788.625000 Penalty: 4554.089355
	Iteration 15Q: 3 clusters Score -701788.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -701826.875000 Penalty: 4554.089355
	Iteration 16Q: 3 clusters Score -701826.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -701874.187500 Penalty: 4554.089355
	Iteration 17Q: 3 clusters Score -701874.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -701919.812500 Penalty: 4554.089355
	Iteration 18Q: 3 clusters Score -701919.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -701958.312500 Penalty: 4554.089355
	Iteration 19Q: 3 clusters Score -701958.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -701992.500000 Penalty: 4554.089355
	Iteration 20F: 3 clusters Score -701992.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -702030.187500 Penalty: 4554.089355
	Iteration 21Q: 3 clusters Score -702030.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -702068.812500 Penalty: 4554.089355
	Iteration 22Q: 3 clusters Score -702068.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -702111.500000 Penalty: 4554.089355
	Iteration 23Q: 3 clusters Score -702111.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -702151.187500 Penalty: 4554.089355
	Iteration 24Q: 3 clusters Score -702151.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -702178.562500 Penalty: 4554.089355
	Iteration 25Q: 3 clusters Score -702178.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -702209.500000 Penalty: 4554.089355
	Iteration 26Q: 3 clusters Score -702209.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -702236.562500 Penalty: 4554.089355
	Iteration 27Q: 3 clusters Score -702236.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -702262.750000 Penalty: 4554.089355
	Iteration 28Q: 3 clusters Score -702262.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -702276.750000 Penalty: 4554.089355
	Iteration 29Q: 3 clusters Score -702276.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -702301.187500 Penalty: 4554.089355
	Iteration 30Q: 3 clusters Score -702301.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -702333.500000 Penalty: 4554.089355
	Iteration 31Q: 3 clusters Score -702333.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -702369.375000 Penalty: 4554.089355
	Iteration 32Q: 3 clusters Score -702369.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -702425.687500 Penalty: 4554.089355
	Iteration 33Q: 3 clusters Score -702425.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -702489.250000 Penalty: 4554.089355
	Iteration 34Q: 3 clusters Score -702489.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -702565.687500 Penalty: 4554.089355
	Iteration 35Q: 3 clusters Score -702565.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -702615.375000 Penalty: 4554.089355
	Iteration 36Q: 3 clusters Score -702615.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -702647.562500 Penalty: 4554.089355
	Iteration 37Q: 3 clusters Score -702647.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -702670.312500 Penalty: 4554.089355
	Iteration 38Q: 3 clusters Score -702670.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -702689.687500 Penalty: 4554.089355
	Iteration 39Q: 3 clusters Score -702689.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -702701.062500 Penalty: 4554.089355
	Iteration 40F: 3 clusters Score -702701.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -702704.562500 Penalty: 4554.089355
	Iteration 41Q: 3 clusters Score -702704.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -702709.437500 Penalty: 4554.089355
	Iteration 42Q: 3 clusters Score -702709.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -702711.750000 Penalty: 4554.089355
	Iteration 43Q: 3 clusters Score -702711.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -702712.500000 Penalty: 4554.089355
	Iteration 44Q: 3 clusters Score -702712.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -702711.187500 Penalty: 4554.089355
	Iteration 45Q: 3 clusters Score -702711.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -702711.687500 Penalty: 4554.089355
	Iteration 46Q: 3 clusters Score -702711.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -702711.437500 Penalty: 4554.089355
	Iteration 47Q: 3 clusters Score -702711.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -702711.437500 Penalty: 4554.089355
	Iteration 48F: 3 clusters Score -702711.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -42358.175781 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -42358.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -40736.980469 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -40736.98 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40959.296875 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -40959.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -41077.664062 Penalty: 3186.735107
	Iteration 2F: 3 clusters Score -41077.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -41136.632812 Penalty: 3186.735107
	Iteration 3Q: 3 clusters Score -41136.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -41159.925781 Penalty: 3186.735107
	Iteration 4Q: 3 clusters Score -41159.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -41162.375000 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -41162.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -41163.730469 Penalty: 3186.735107
	Iteration 6Q: 3 clusters Score -41163.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -41163.730469 Penalty: 3186.735107
	Iteration 7F: 3 clusters Score -41163.73 nChanged 0
21->50 Clusters: Score -102297688.000000, best is -102302992.000000

Starting from 22 clusters...
--- Clustering full data set of 1416018 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67282 members 
Mstep: Class 2 contains 67296 members 
Mstep: Class 3 contains 66884 members 
Mstep: Class 4 contains 67372 members 
Mstep: Class 5 contains 67232 members 
Mstep: Class 6 contains 67791 members 
Mstep: Class 7 contains 67338 members 
Mstep: Class 8 contains 67429 members 
Mstep: Class 9 contains 67972 members 
Mstep: Class 10 contains 67346 members 
Mstep: Class 11 contains 67392 members 
Mstep: Class 12 contains 67442 members 
Mstep: Class 13 contains 67826 members 
Mstep: Class 14 contains 67645 members 
Mstep: Class 15 contains 67455 members 
Mstep: Class 16 contains 67549 members 
Mstep: Class 17 contains 67442 members 
Mstep: Class 18 contains 67508 members 
Mstep: Class 19 contains 66760 members 
Mstep: Class 20 contains 67476 members 
Mstep: Class 21 contains 67581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1522.133057 but Gain 3512.507812
Score: -94028912.000000 Penalty: 70250.265625
Iteration 0F: 21 clusters Score -9.402891e+07 nChanged 1339649
Entering Unmasked Mstep 
Mstep: Class 0 contains 3228 members 
Mstep: Class 1 contains 73586 members 
Mstep: Class 2 contains 73422 members 
Mstep: Class 3 contains 56791 members 
Mstep: Class 4 contains 72500 members 
Mstep: Class 5 contains 72477 members 
Mstep: Class 6 contains 79692 members 
Mstep: Class 7 contains 75336 members 
Mstep: Class 8 contains 39173 members 
Mstep: Class 9 contains 97895 members 
Mstep: Class 10 contains 100519 members 
Mstep: Class 11 contains 102069 members 
Mstep: Class 12 contains 49914 members 
Mstep: Class 13 contains 62026 members 
Mstep: Class 15 contains 58810 members 
Mstep: Class 16 contains 84811 members 
Mstep: Class 17 contains 94335 members 
Mstep: Class 18 contains 49294 members 
Mstep: Class 19 contains 30785 members 
Mstep: Class 20 contains 97007 members 
Mstep: Class 21 contains 42348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98810184.000000 Penalty: 70250.265625
Iteration 1F: 21 clusters Score -9.881018e+07 nChanged 492345
Entering Unmasked Mstep 
Mstep: Class 0 contains 767 members 
Mstep: Class 1 contains 71198 members 
Mstep: Class 2 contains 86257 members 
Mstep: Class 3 contains 63835 members 
Mstep: Class 4 contains 68832 members 
Mstep: Class 5 contains 68764 members 
Mstep: Class 6 contains 65286 members 
Mstep: Class 7 contains 79429 members 
Mstep: Class 8 contains 28797 members 
Mstep: Class 9 contains 97660 members 
Mstep: Class 10 contains 127725 members 
Mstep: Class 11 contains 107070 members 
Mstep: Class 12 contains 31395 members 
Mstep: Class 13 contains 53247 members 
Mstep: Class 15 contains 40055 members 
Mstep: Class 16 contains 113996 members 
Mstep: Class 17 contains 113023 members 
Mstep: Class 18 contains 40702 members 
Mstep: Class 19 contains 19256 members 
Mstep: Class 20 contains 108904 members 
Mstep: Class 21 contains 29820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99876896.000000 Penalty: 70250.265625
Iteration 2F: 21 clusters Score -9.98769e+07 nChanged 378545
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 103630 members 
Mstep: Class 3 contains 73152 members 
Mstep: Class 4 contains 50601 members 
Mstep: Class 5 contains 74409 members 
Mstep: Class 6 contains 52270 members 
Mstep: Class 7 contains 84231 members 
Mstep: Class 8 contains 27439 members 
Mstep: Class 9 contains 102698 members 
Mstep: Class 10 contains 168412 members 
Mstep: Class 11 contains 95980 members 
Mstep: Class 12 contains 18002 members 
Mstep: Class 13 contains 50674 members 
Mstep: Class 15 contains 32521 members 
Mstep: Class 16 contains 144597 members 
Mstep: Class 17 contains 99728 members 
Mstep: Class 18 contains 38698 members 
Mstep: Class 19 contains 16665 members 
Mstep: Class 20 contains 96286 members 
Mstep: Class 21 contains 28050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100567216.000000 Penalty: 70250.265625
Iteration 3F: 21 clusters Score -1.005672e+08 nChanged 329533
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 133483 members 
Mstep: Class 3 contains 71012 members 
Mstep: Class 4 contains 30277 members 
Mstep: Class 5 contains 97346 members 
Mstep: Class 6 contains 46667 members 
Mstep: Class 7 contains 83292 members 
Mstep: Class 8 contains 29037 members 
Mstep: Class 9 contains 110732 members 
Mstep: Class 10 contains 222167 members 
Mstep: Class 11 contains 70961 members 
Mstep: Class 12 contains 13965 members 
Mstep: Class 13 contains 45514 members 
Mstep: Class 15 contains 27589 members 
Mstep: Class 16 contains 167480 members 
Mstep: Class 17 contains 77274 members 
Mstep: Class 18 contains 30409 members 
Mstep: Class 19 contains 15578 members 
Mstep: Class 20 contains 71576 members 
Mstep: Class 21 contains 28788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101062328.000000 Penalty: 70250.265625
Iteration 4F: 21 clusters Score -1.010623e+08 nChanged 262076
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 169445 members 
Mstep: Class 3 contains 59743 members 
Mstep: Class 4 contains 17105 members 
Mstep: Class 5 contains 125305 members 
Mstep: Class 6 contains 45018 members 
Mstep: Class 7 contains 74893 members 
Mstep: Class 8 contains 31715 members 
Mstep: Class 9 contains 111402 members 
Mstep: Class 10 contains 273633 members 
Mstep: Class 11 contains 48731 members 
Mstep: Class 12 contains 13783 members 
Mstep: Class 13 contains 41536 members 
Mstep: Class 15 contains 22453 members 
Mstep: Class 16 contains 173464 members 
Mstep: Class 17 contains 65284 members 
Mstep: Class 18 contains 23260 members 
Mstep: Class 19 contains 14220 members 
Mstep: Class 20 contains 43794 members 
Mstep: Class 21 contains 29660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101374128.000000 Penalty: 70250.265625
Iteration 5F: 21 clusters Score -1.013741e+08 nChanged 193362
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 192511 members 
Mstep: Class 3 contains 49339 members 
Mstep: Class 4 contains 9452 members 
Mstep: Class 5 contains 146291 members 
Mstep: Class 6 contains 43278 members 
Mstep: Class 7 contains 67060 members 
Mstep: Class 8 contains 33108 members 
Mstep: Class 9 contains 107769 members 
Mstep: Class 10 contains 317050 members 
Mstep: Class 11 contains 35748 members 
Mstep: Class 12 contains 14068 members 
Mstep: Class 13 contains 39230 members 
Mstep: Class 15 contains 18197 members 
Mstep: Class 16 contains 168135 members 
Mstep: Class 17 contains 61792 members 
Mstep: Class 18 contains 20246 members 
Mstep: Class 19 contains 13009 members 
Mstep: Class 20 contains 23621 members 
Mstep: Class 21 contains 30652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101557216.000000 Penalty: 70250.265625
Iteration 6F: 21 clusters Score -1.015572e+08 nChanged 138971
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 203435 members 
Mstep: Class 3 contains 45925 members 
Mstep: Class 4 contains 5097 members 
Mstep: Class 5 contains 160661 members 
Mstep: Class 6 contains 41456 members 
Mstep: Class 7 contains 61263 members 
Mstep: Class 8 contains 33442 members 
Mstep: Class 9 contains 103758 members 
Mstep: Class 10 contains 350554 members 
Mstep: Class 11 contains 27518 members 
Mstep: Class 12 contains 14525 members 
Mstep: Class 13 contains 37647 members 
Mstep: Class 15 contains 14900 members 
Mstep: Class 16 contains 157731 members 
Mstep: Class 17 contains 58844 members 
Mstep: Class 18 contains 18708 members 
Mstep: Class 19 contains 12206 members 
Mstep: Class 20 contains 12999 members 
Mstep: Class 21 contains 31598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2797.500000 but Gain 3512.515625
Score: -101680160.000000 Penalty: 66737.750000
Iteration 7F: 20 clusters Score -1.016802e+08 nChanged 106343
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 208199 members 
Mstep: Class 3 contains 47253 members 
Mstep: Class 5 contains 170359 members 
Mstep: Class 6 contains 39351 members 
Mstep: Class 7 contains 56965 members 
Mstep: Class 8 contains 33082 members 
Mstep: Class 9 contains 101682 members 
Mstep: Class 10 contains 374931 members 
Mstep: Class 11 contains 23291 members 
Mstep: Class 12 contains 15000 members 
Mstep: Class 13 contains 36760 members 
Mstep: Class 15 contains 12669 members 
Mstep: Class 16 contains 146344 members 
Mstep: Class 17 contains 55588 members 
Mstep: Class 18 contains 17906 members 
Mstep: Class 19 contains 11566 members 
Mstep: Class 20 contains 8276 members 
Mstep: Class 21 contains 32378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101768320.000000 Penalty: 66737.750000
Iteration 8F: 20 clusters Score -1.017683e+08 nChanged 80368
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 210366 members 
Mstep: Class 3 contains 49785 members 
Mstep: Class 5 contains 176116 members 
Mstep: Class 6 contains 36684 members 
Mstep: Class 7 contains 53260 members 
Mstep: Class 8 contains 32133 members 
Mstep: Class 9 contains 100392 members 
Mstep: Class 10 contains 391109 members 
Mstep: Class 11 contains 22425 members 
Mstep: Class 12 contains 15442 members 
Mstep: Class 13 contains 36266 members 
Mstep: Class 15 contains 11363 members 
Mstep: Class 16 contains 135762 members 
Mstep: Class 17 contains 52011 members 
Mstep: Class 18 contains 17364 members 
Mstep: Class 19 contains 10958 members 
Mstep: Class 20 contains 6156 members 
Mstep: Class 21 contains 32855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101825712.000000 Penalty: 66737.750000
Iteration 9F: 20 clusters Score -1.018257e+08 nChanged 65850
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 211512 members 
Mstep: Class 3 contains 52343 members 
Mstep: Class 5 contains 180431 members 
Mstep: Class 6 contains 34155 members 
Mstep: Class 7 contains 49900 members 
Mstep: Class 8 contains 30723 members 
Mstep: Class 9 contains 99789 members 
Mstep: Class 10 contains 402830 members 
Mstep: Class 11 contains 22818 members 
Mstep: Class 12 contains 15682 members 
Mstep: Class 13 contains 36102 members 
Mstep: Class 15 contains 10930 members 
Mstep: Class 16 contains 127960 members 
Mstep: Class 17 contains 47827 members 
Mstep: Class 18 contains 17002 members 
Mstep: Class 19 contains 10493 members 
Mstep: Class 20 contains 5131 members 
Mstep: Class 21 contains 33337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101866488.000000 Penalty: 66737.750000
Iteration 10Q: 20 clusters Score -1.018665e+08 nChanged 55510
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 212370 members 
Mstep: Class 3 contains 54991 members 
Mstep: Class 5 contains 183559 members 
Mstep: Class 6 contains 31990 members 
Mstep: Class 7 contains 46932 members 
Mstep: Class 8 contains 29092 members 
Mstep: Class 9 contains 99536 members 
Mstep: Class 10 contains 411282 members 
Mstep: Class 11 contains 23516 members 
Mstep: Class 12 contains 15705 members 
Mstep: Class 13 contains 36131 members 
Mstep: Class 15 contains 10949 members 
Mstep: Class 16 contains 123061 members 
Mstep: Class 17 contains 42901 members 
Mstep: Class 18 contains 16873 members 
Mstep: Class 19 contains 10159 members 
Mstep: Class 20 contains 4470 members 
Mstep: Class 21 contains 33815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101900544.000000 Penalty: 66737.750000
Iteration 11Q: 20 clusters Score -1.019005e+08 nChanged 47655
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 213085 members 
Mstep: Class 3 contains 57688 members 
Mstep: Class 5 contains 186174 members 
Mstep: Class 6 contains 29962 members 
Mstep: Class 7 contains 44449 members 
Mstep: Class 8 contains 27565 members 
Mstep: Class 9 contains 99145 members 
Mstep: Class 10 contains 417612 members 
Mstep: Class 11 contains 24113 members 
Mstep: Class 12 contains 15603 members 
Mstep: Class 13 contains 36113 members 
Mstep: Class 15 contains 11258 members 
Mstep: Class 16 contains 120516 members 
Mstep: Class 17 contains 37397 members 
Mstep: Class 18 contains 16764 members 
Mstep: Class 19 contains 9938 members 
Mstep: Class 20 contains 4071 members 
Mstep: Class 21 contains 34214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101929544.000000 Penalty: 66737.750000
Iteration 12Q: 20 clusters Score -1.019295e+08 nChanged 41735
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 213778 members 
Mstep: Class 3 contains 60269 members 
Mstep: Class 5 contains 188397 members 
Mstep: Class 6 contains 27935 members 
Mstep: Class 7 contains 42384 members 
Mstep: Class 8 contains 26149 members 
Mstep: Class 9 contains 98608 members 
Mstep: Class 10 contains 422257 members 
Mstep: Class 11 contains 24397 members 
Mstep: Class 12 contains 15450 members 
Mstep: Class 13 contains 35972 members 
Mstep: Class 15 contains 11698 members 
Mstep: Class 16 contains 119776 members 
Mstep: Class 17 contains 32017 members 
Mstep: Class 18 contains 16710 members 
Mstep: Class 19 contains 9833 members 
Mstep: Class 20 contains 3848 members 
Mstep: Class 21 contains 34560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101954656.000000 Penalty: 66737.750000
Iteration 13Q: 20 clusters Score -1.019547e+08 nChanged 36999
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 214451 members 
Mstep: Class 3 contains 62773 members 
Mstep: Class 5 contains 190380 members 
Mstep: Class 6 contains 26007 members 
Mstep: Class 7 contains 40698 members 
Mstep: Class 8 contains 24772 members 
Mstep: Class 9 contains 97708 members 
Mstep: Class 10 contains 425596 members 
Mstep: Class 11 contains 24305 members 
Mstep: Class 12 contains 15277 members 
Mstep: Class 13 contains 35816 members 
Mstep: Class 15 contains 12244 members 
Mstep: Class 16 contains 120087 members 
Mstep: Class 17 contains 27215 members 
Mstep: Class 18 contains 16668 members 
Mstep: Class 19 contains 9872 members 
Mstep: Class 20 contains 3782 members 
Mstep: Class 21 contains 34903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101976632.000000 Penalty: 66737.750000
Iteration 14Q: 20 clusters Score -1.019766e+08 nChanged 32542
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 214978 members 
Mstep: Class 3 contains 65250 members 
Mstep: Class 5 contains 191923 members 
Mstep: Class 6 contains 24153 members 
Mstep: Class 7 contains 39272 members 
Mstep: Class 8 contains 23433 members 
Mstep: Class 9 contains 96603 members 
Mstep: Class 10 contains 427874 members 
Mstep: Class 11 contains 23957 members 
Mstep: Class 12 contains 15030 members 
Mstep: Class 13 contains 35649 members 
Mstep: Class 15 contains 12856 members 
Mstep: Class 16 contains 120816 members 
Mstep: Class 17 contains 23493 members 
Mstep: Class 18 contains 16961 members 
Mstep: Class 19 contains 10095 members 
Mstep: Class 20 contains 3795 members 
Mstep: Class 21 contains 35311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101993768.000000 Penalty: 66737.750000
Iteration 15Q: 20 clusters Score -1.019938e+08 nChanged 27648
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 215370 members 
Mstep: Class 3 contains 67456 members 
Mstep: Class 5 contains 193071 members 
Mstep: Class 6 contains 22368 members 
Mstep: Class 7 contains 38142 members 
Mstep: Class 8 contains 22067 members 
Mstep: Class 9 contains 95561 members 
Mstep: Class 10 contains 429082 members 
Mstep: Class 11 contains 23477 members 
Mstep: Class 12 contains 14911 members 
Mstep: Class 13 contains 35520 members 
Mstep: Class 15 contains 13549 members 
Mstep: Class 16 contains 121773 members 
Mstep: Class 17 contains 20924 members 
Mstep: Class 18 contains 17444 members 
Mstep: Class 19 contains 10199 members 
Mstep: Class 20 contains 3874 members 
Mstep: Class 21 contains 35805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102007152.000000 Penalty: 66737.750000
Iteration 16Q: 20 clusters Score -1.020072e+08 nChanged 23318
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 215657 members 
Mstep: Class 3 contains 69528 members 
Mstep: Class 5 contains 193871 members 
Mstep: Class 6 contains 20787 members 
Mstep: Class 7 contains 37227 members 
Mstep: Class 8 contains 20729 members 
Mstep: Class 9 contains 94693 members 
Mstep: Class 10 contains 429508 members 
Mstep: Class 11 contains 22871 members 
Mstep: Class 12 contains 14878 members 
Mstep: Class 13 contains 35479 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 122769 members 
Mstep: Class 17 contains 19108 members 
Mstep: Class 18 contains 18014 members 
Mstep: Class 19 contains 10123 members 
Mstep: Class 20 contains 3990 members 
Mstep: Class 21 contains 36346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102017712.000000 Penalty: 66737.750000
Iteration 17Q: 20 clusters Score -1.020177e+08 nChanged 19557
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 215805 members 
Mstep: Class 3 contains 71439 members 
Mstep: Class 5 contains 194436 members 
Mstep: Class 6 contains 19465 members 
Mstep: Class 7 contains 36389 members 
Mstep: Class 8 contains 19632 members 
Mstep: Class 9 contains 93950 members 
Mstep: Class 10 contains 429223 members 
Mstep: Class 11 contains 22161 members 
Mstep: Class 12 contains 14807 members 
Mstep: Class 13 contains 35499 members 
Mstep: Class 15 contains 14964 members 
Mstep: Class 16 contains 123786 members 
Mstep: Class 17 contains 17750 members 
Mstep: Class 18 contains 18743 members 
Mstep: Class 19 contains 9989 members 
Mstep: Class 20 contains 4170 members 
Mstep: Class 21 contains 36958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102027352.000000 Penalty: 66737.750000
Iteration 18Q: 20 clusters Score -1.020274e+08 nChanged 16945
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 215910 members 
Mstep: Class 3 contains 73231 members 
Mstep: Class 5 contains 194827 members 
Mstep: Class 6 contains 18462 members 
Mstep: Class 7 contains 35627 members 
Mstep: Class 8 contains 18770 members 
Mstep: Class 9 contains 93312 members 
Mstep: Class 10 contains 428617 members 
Mstep: Class 11 contains 21364 members 
Mstep: Class 12 contains 14704 members 
Mstep: Class 13 contains 35539 members 
Mstep: Class 15 contains 15507 members 
Mstep: Class 16 contains 124791 members 
Mstep: Class 17 contains 16650 members 
Mstep: Class 18 contains 19518 members 
Mstep: Class 19 contains 9860 members 
Mstep: Class 20 contains 4315 members 
Mstep: Class 21 contains 37590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102036096.000000 Penalty: 66737.750000
Iteration 19Q: 20 clusters Score -1.020361e+08 nChanged 15023
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 215981 members 
Mstep: Class 3 contains 74912 members 
Mstep: Class 5 contains 195036 members 
Mstep: Class 6 contains 17646 members 
Mstep: Class 7 contains 34877 members 
Mstep: Class 8 contains 18060 members 
Mstep: Class 9 contains 92686 members 
Mstep: Class 10 contains 427768 members 
Mstep: Class 11 contains 20606 members 
Mstep: Class 12 contains 14607 members 
Mstep: Class 13 contains 35605 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 125663 members 
Mstep: Class 17 contains 15727 members 
Mstep: Class 18 contains 20588 members 
Mstep: Class 19 contains 9721 members 
Mstep: Class 20 contains 4480 members 
Mstep: Class 21 contains 38166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102043920.000000 Penalty: 66737.750000
Iteration 20F: 20 clusters Score -1.020439e+08 nChanged 15323
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 216019 members 
Mstep: Class 3 contains 76448 members 
Mstep: Class 5 contains 195339 members 
Mstep: Class 6 contains 16936 members 
Mstep: Class 7 contains 34162 members 
Mstep: Class 8 contains 17136 members 
Mstep: Class 9 contains 92080 members 
Mstep: Class 10 contains 426700 members 
Mstep: Class 11 contains 19910 members 
Mstep: Class 12 contains 13337 members 
Mstep: Class 13 contains 35640 members 
Mstep: Class 15 contains 16625 members 
Mstep: Class 16 contains 126463 members 
Mstep: Class 17 contains 14973 members 
Mstep: Class 18 contains 21570 members 
Mstep: Class 19 contains 10481 members 
Mstep: Class 20 contains 4739 members 
Mstep: Class 21 contains 38497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102052640.000000 Penalty: 66737.750000
Iteration 21Q: 20 clusters Score -1.020526e+08 nChanged 13937
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 216123 members 
Mstep: Class 3 contains 77899 members 
Mstep: Class 5 contains 195730 members 
Mstep: Class 6 contains 16391 members 
Mstep: Class 7 contains 33478 members 
Mstep: Class 8 contains 16299 members 
Mstep: Class 9 contains 91537 members 
Mstep: Class 10 contains 425825 members 
Mstep: Class 11 contains 19254 members 
Mstep: Class 12 contains 12657 members 
Mstep: Class 13 contains 35718 members 
Mstep: Class 15 contains 17248 members 
Mstep: Class 16 contains 127131 members 
Mstep: Class 17 contains 14322 members 
Mstep: Class 18 contains 22423 members 
Mstep: Class 19 contains 10798 members 
Mstep: Class 20 contains 5057 members 
Mstep: Class 21 contains 38700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102058664.000000 Penalty: 66737.750000
Iteration 22Q: 20 clusters Score -1.020587e+08 nChanged 12367
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 216182 members 
Mstep: Class 3 contains 79152 members 
Mstep: Class 5 contains 196270 members 
Mstep: Class 6 contains 16015 members 
Mstep: Class 7 contains 32801 members 
Mstep: Class 8 contains 15569 members 
Mstep: Class 9 contains 91042 members 
Mstep: Class 10 contains 424932 members 
Mstep: Class 11 contains 18774 members 
Mstep: Class 12 contains 12418 members 
Mstep: Class 13 contains 35796 members 
Mstep: Class 15 contains 17804 members 
Mstep: Class 16 contains 127624 members 
Mstep: Class 17 contains 13820 members 
Mstep: Class 18 contains 23141 members 
Mstep: Class 19 contains 10728 members 
Mstep: Class 20 contains 5404 members 
Mstep: Class 21 contains 38841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102061936.000000 Penalty: 66737.750000
Iteration 23Q: 20 clusters Score -1.020619e+08 nChanged 11159
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 216230 members 
Mstep: Class 3 contains 80193 members 
Mstep: Class 5 contains 196776 members 
Mstep: Class 6 contains 15725 members 
Mstep: Class 7 contains 32172 members 
Mstep: Class 8 contains 14904 members 
Mstep: Class 9 contains 90524 members 
Mstep: Class 10 contains 424027 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 12328 members 
Mstep: Class 13 contains 35851 members 
Mstep: Class 15 contains 18362 members 
Mstep: Class 16 contains 128057 members 
Mstep: Class 17 contains 13502 members 
Mstep: Class 18 contains 23741 members 
Mstep: Class 19 contains 10557 members 
Mstep: Class 20 contains 5777 members 
Mstep: Class 21 contains 39017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102065328.000000 Penalty: 66737.750000
Iteration 24Q: 20 clusters Score -1.020653e+08 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 216264 members 
Mstep: Class 3 contains 81106 members 
Mstep: Class 5 contains 197288 members 
Mstep: Class 6 contains 15552 members 
Mstep: Class 7 contains 31561 members 
Mstep: Class 8 contains 14195 members 
Mstep: Class 9 contains 89998 members 
Mstep: Class 10 contains 423095 members 
Mstep: Class 11 contains 18336 members 
Mstep: Class 12 contains 12265 members 
Mstep: Class 13 contains 35902 members 
Mstep: Class 15 contains 18975 members 
Mstep: Class 16 contains 128381 members 
Mstep: Class 17 contains 13266 members 
Mstep: Class 18 contains 24279 members 
Mstep: Class 19 contains 10394 members 
Mstep: Class 20 contains 6138 members 
Mstep: Class 21 contains 39192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102068024.000000 Penalty: 66737.750000
Iteration 25Q: 20 clusters Score -1.02068e+08 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 216272 members 
Mstep: Class 3 contains 81924 members 
Mstep: Class 5 contains 197793 members 
Mstep: Class 6 contains 15460 members 
Mstep: Class 7 contains 31023 members 
Mstep: Class 8 contains 13514 members 
Mstep: Class 9 contains 89492 members 
Mstep: Class 10 contains 422111 members 
Mstep: Class 11 contains 18324 members 
Mstep: Class 12 contains 12207 members 
Mstep: Class 13 contains 35917 members 
Mstep: Class 15 contains 19618 members 
Mstep: Class 16 contains 128620 members 
Mstep: Class 17 contains 13036 members 
Mstep: Class 18 contains 24761 members 
Mstep: Class 19 contains 10275 members 
Mstep: Class 20 contains 6521 members 
Mstep: Class 21 contains 39325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102070392.000000 Penalty: 66737.750000
Iteration 26Q: 20 clusters Score -1.020704e+08 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 216269 members 
Mstep: Class 3 contains 82670 members 
Mstep: Class 5 contains 198279 members 
Mstep: Class 6 contains 15423 members 
Mstep: Class 7 contains 30558 members 
Mstep: Class 8 contains 12881 members 
Mstep: Class 9 contains 89060 members 
Mstep: Class 10 contains 421138 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 12160 members 
Mstep: Class 13 contains 35883 members 
Mstep: Class 15 contains 20265 members 
Mstep: Class 16 contains 128718 members 
Mstep: Class 17 contains 12866 members 
Mstep: Class 18 contains 25157 members 
Mstep: Class 19 contains 10195 members 
Mstep: Class 20 contains 6942 members 
Mstep: Class 21 contains 39349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102072896.000000 Penalty: 66737.750000
Iteration 27Q: 20 clusters Score -1.020729e+08 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 216284 members 
Mstep: Class 3 contains 83255 members 
Mstep: Class 5 contains 198740 members 
Mstep: Class 6 contains 15406 members 
Mstep: Class 7 contains 30132 members 
Mstep: Class 8 contains 12338 members 
Mstep: Class 9 contains 88689 members 
Mstep: Class 10 contains 420241 members 
Mstep: Class 11 contains 18650 members 
Mstep: Class 12 contains 12129 members 
Mstep: Class 13 contains 35842 members 
Mstep: Class 15 contains 20830 members 
Mstep: Class 16 contains 128748 members 
Mstep: Class 17 contains 12724 members 
Mstep: Class 18 contains 25524 members 
Mstep: Class 19 contains 10123 members 
Mstep: Class 20 contains 7407 members 
Mstep: Class 21 contains 39304 members 
Entering Unmasked Estep 
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Score: -102074704.000000 Penalty: 66737.750000
Iteration 28Q: 20 clusters Score -1.020747e+08 nChanged 7778
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 216303 members 
Mstep: Class 3 contains 83713 members 
Mstep: Class 5 contains 199136 members 
Mstep: Class 6 contains 15356 members 
Mstep: Class 7 contains 29762 members 
Mstep: Class 8 contains 11836 members 
Mstep: Class 9 contains 88316 members 
Mstep: Class 10 contains 419395 members 
Mstep: Class 11 contains 18949 members 
Mstep: Class 12 contains 12082 members 
Mstep: Class 13 contains 35792 members 
Mstep: Class 15 contains 21388 members 
Mstep: Class 16 contains 128764 members 
Mstep: Class 17 contains 12625 members 
Mstep: Class 18 contains 25863 members 
Mstep: Class 19 contains 10058 members 
Mstep: Class 20 contains 7865 members 
Mstep: Class 21 contains 39199 members 
Entering Unmasked Estep 
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Iteration 29Q: 20 clusters Score -1.020762e+08 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 216320 members 
Mstep: Class 3 contains 84105 members 
Mstep: Class 5 contains 199482 members 
Mstep: Class 6 contains 15325 members 
Mstep: Class 7 contains 29437 members 
Mstep: Class 8 contains 11441 members 
Mstep: Class 9 contains 87980 members 
Mstep: Class 10 contains 418578 members 
Mstep: Class 11 contains 19317 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 35720 members 
Mstep: Class 15 contains 21920 members 
Mstep: Class 16 contains 128727 members 
Mstep: Class 17 contains 12545 members 
Mstep: Class 18 contains 26192 members 
Mstep: Class 19 contains 10011 members 
Mstep: Class 20 contains 8315 members 
Mstep: Class 21 contains 39036 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 30Q: 20 clusters Score -1.020777e+08 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 216325 members 
Mstep: Class 3 contains 84471 members 
Mstep: Class 5 contains 199763 members 
Mstep: Class 6 contains 15305 members 
Mstep: Class 7 contains 29159 members 
Mstep: Class 8 contains 11164 members 
Mstep: Class 9 contains 87630 members 
Mstep: Class 10 contains 417803 members 
Mstep: Class 11 contains 19788 members 
Mstep: Class 12 contains 11998 members 
Mstep: Class 13 contains 35648 members 
Mstep: Class 15 contains 22346 members 
Mstep: Class 16 contains 128690 members 
Mstep: Class 17 contains 12487 members 
Mstep: Class 18 contains 26462 members 
Mstep: Class 19 contains 9983 members 
Mstep: Class 20 contains 8710 members 
Mstep: Class 21 contains 38817 members 
Entering Unmasked Estep 
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Score: -102078352.000000 Penalty: 66737.750000
Iteration 31Q: 20 clusters Score -1.020784e+08 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 216338 members 
Mstep: Class 3 contains 84765 members 
Mstep: Class 5 contains 199994 members 
Mstep: Class 6 contains 15291 members 
Mstep: Class 7 contains 28919 members 
Mstep: Class 8 contains 10980 members 
Mstep: Class 9 contains 87340 members 
Mstep: Class 10 contains 417129 members 
Mstep: Class 11 contains 20302 members 
Mstep: Class 12 contains 11954 members 
Mstep: Class 13 contains 35548 members 
Mstep: Class 15 contains 22685 members 
Mstep: Class 16 contains 128634 members 
Mstep: Class 17 contains 12433 members 
Mstep: Class 18 contains 26704 members 
Mstep: Class 19 contains 9966 members 
Mstep: Class 20 contains 9042 members 
Mstep: Class 21 contains 38588 members 
Entering Unmasked Estep 
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Score: -102079584.000000 Penalty: 66737.750000
Iteration 32Q: 20 clusters Score -1.020796e+08 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 216350 members 
Mstep: Class 3 contains 85116 members 
Mstep: Class 5 contains 200241 members 
Mstep: Class 6 contains 15317 members 
Mstep: Class 7 contains 28676 members 
Mstep: Class 8 contains 10869 members 
Mstep: Class 9 contains 87076 members 
Mstep: Class 10 contains 416507 members 
Mstep: Class 11 contains 20786 members 
Mstep: Class 12 contains 11914 members 
Mstep: Class 13 contains 35440 members 
Mstep: Class 15 contains 22972 members 
Mstep: Class 16 contains 128568 members 
Mstep: Class 17 contains 12385 members 
Mstep: Class 18 contains 26879 members 
Mstep: Class 19 contains 9942 members 
Mstep: Class 20 contains 9293 members 
Mstep: Class 21 contains 38347 members 
Entering Unmasked Estep 
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Iteration 33Q: 20 clusters Score -1.020804e+08 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 216360 members 
Mstep: Class 3 contains 85433 members 
Mstep: Class 5 contains 200454 members 
Mstep: Class 6 contains 15347 members 
Mstep: Class 7 contains 28445 members 
Mstep: Class 8 contains 10821 members 
Mstep: Class 9 contains 86836 members 
Mstep: Class 10 contains 415956 members 
Mstep: Class 11 contains 21227 members 
Mstep: Class 12 contains 11882 members 
Mstep: Class 13 contains 35313 members 
Mstep: Class 15 contains 23241 members 
Mstep: Class 16 contains 128490 members 
Mstep: Class 17 contains 12340 members 
Mstep: Class 18 contains 27030 members 
Mstep: Class 19 contains 9932 members 
Mstep: Class 20 contains 9532 members 
Mstep: Class 21 contains 38098 members 
Entering Unmasked Estep 
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Iteration 34Q: 20 clusters Score -1.020813e+08 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 216381 members 
Mstep: Class 3 contains 85746 members 
Mstep: Class 5 contains 200639 members 
Mstep: Class 6 contains 15364 members 
Mstep: Class 7 contains 28244 members 
Mstep: Class 8 contains 10765 members 
Mstep: Class 9 contains 86601 members 
Mstep: Class 10 contains 415466 members 
Mstep: Class 11 contains 21642 members 
Mstep: Class 12 contains 11850 members 
Mstep: Class 13 contains 35200 members 
Mstep: Class 15 contains 23475 members 
Mstep: Class 16 contains 128411 members 
Mstep: Class 17 contains 12280 members 
Mstep: Class 18 contains 27171 members 
Mstep: Class 19 contains 9925 members 
Mstep: Class 20 contains 9727 members 
Mstep: Class 21 contains 37867 members 
Entering Unmasked Estep 
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Iteration 35Q: 20 clusters Score -1.020817e+08 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 216389 members 
Mstep: Class 3 contains 86029 members 
Mstep: Class 5 contains 200794 members 
Mstep: Class 6 contains 15371 members 
Mstep: Class 7 contains 28029 members 
Mstep: Class 8 contains 10723 members 
Mstep: Class 9 contains 86373 members 
Mstep: Class 10 contains 415033 members 
Mstep: Class 11 contains 22076 members 
Mstep: Class 12 contains 11836 members 
Mstep: Class 13 contains 35087 members 
Mstep: Class 15 contains 23679 members 
Mstep: Class 16 contains 128314 members 
Mstep: Class 17 contains 12235 members 
Mstep: Class 18 contains 27308 members 
Mstep: Class 19 contains 9916 members 
Mstep: Class 20 contains 9902 members 
Mstep: Class 21 contains 37666 members 
Entering Unmasked Estep 
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Iteration 36Q: 20 clusters Score -1.020824e+08 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 216400 members 
Mstep: Class 3 contains 86253 members 
Mstep: Class 5 contains 200915 members 
Mstep: Class 6 contains 15394 members 
Mstep: Class 7 contains 27806 members 
Mstep: Class 8 contains 10707 members 
Mstep: Class 9 contains 86188 members 
Mstep: Class 10 contains 414687 members 
Mstep: Class 11 contains 22480 members 
Mstep: Class 12 contains 11813 members 
Mstep: Class 13 contains 34961 members 
Mstep: Class 15 contains 23838 members 
Mstep: Class 16 contains 128229 members 
Mstep: Class 17 contains 12203 members 
Mstep: Class 18 contains 27433 members 
Mstep: Class 19 contains 9908 members 
Mstep: Class 20 contains 10068 members 
Mstep: Class 21 contains 37481 members 
Entering Unmasked Estep 
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Iteration 37Q: 20 clusters Score -1.020828e+08 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 216411 members 
Mstep: Class 3 contains 86500 members 
Mstep: Class 5 contains 200993 members 
Mstep: Class 6 contains 15430 members 
Mstep: Class 7 contains 27605 members 
Mstep: Class 8 contains 10722 members 
Mstep: Class 9 contains 86017 members 
Mstep: Class 10 contains 414406 members 
Mstep: Class 11 contains 22835 members 
Mstep: Class 12 contains 11787 members 
Mstep: Class 13 contains 34852 members 
Mstep: Class 15 contains 23954 members 
Mstep: Class 16 contains 128138 members 
Mstep: Class 17 contains 12137 members 
Mstep: Class 18 contains 27563 members 
Mstep: Class 19 contains 9898 members 
Mstep: Class 20 contains 10170 members 
Mstep: Class 21 contains 37323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102083088.000000 Penalty: 66737.750000
Iteration 38Q: 20 clusters Score -1.020831e+08 nChanged 2674
Entering ConstructFrom: 
Score: -102083088.000000 Penalty: 66737.750000
Entering ConstructFrom: 
Trying to split cluster 1 (39281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Entering Unmasked Estep 
Score: -2458450.250000 Penalty: 2623.467041
	Iteration 0F: 2 clusters Score -2458450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2432250.500000 Penalty: 5246.934082
	Iteration 0F: 3 clusters Score -2432250 nChanged 17833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -2443334.000000 Penalty: 5246.934082
	Iteration 1F: 3 clusters Score -2443334 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -2446178.500000 Penalty: 5246.934082
	Iteration 2F: 3 clusters Score -2446178 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -2449478.500000 Penalty: 5246.934082
	Iteration 3F: 3 clusters Score -2449478 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -2452434.750000 Penalty: 5246.934082
	Iteration 4F: 3 clusters Score -2452435 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -2454508.750000 Penalty: 5246.934082
	Iteration 5F: 3 clusters Score -2454509 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -2455879.000000 Penalty: 5246.934082
	Iteration 6F: 3 clusters Score -2455879 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -2456893.500000 Penalty: 5246.934082
	Iteration 7Q: 3 clusters Score -2456894 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -2457841.000000 Penalty: 5246.934082
	Iteration 8Q: 3 clusters Score -2457841 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -2458607.750000 Penalty: 5246.934082
	Iteration 9Q: 3 clusters Score -2458608 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -2459191.250000 Penalty: 5246.934082
	Iteration 10Q: 3 clusters Score -2459191 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -2459613.750000 Penalty: 5246.934082
	Iteration 11Q: 3 clusters Score -2459614 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -2459876.500000 Penalty: 5246.934082
	Iteration 12Q: 3 clusters Score -2459876 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -2460049.500000 Penalty: 5246.934082
	Iteration 13Q: 3 clusters Score -2460050 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -2460170.750000 Penalty: 5246.934082
	Iteration 14Q: 3 clusters Score -2460171 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -2460261.750000 Penalty: 5246.934082
	Iteration 15Q: 3 clusters Score -2460262 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -2460319.750000 Penalty: 5246.934082
	Iteration 16Q: 3 clusters Score -2460320 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -2460386.750000 Penalty: 5246.934082
	Iteration 17Q: 3 clusters Score -2460387 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -2460441.500000 Penalty: 5246.934082
	Iteration 18Q: 3 clusters Score -2460442 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -2460514.500000 Penalty: 5246.934082
	Iteration 19Q: 3 clusters Score -2460514 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -2460573.000000 Penalty: 5246.934082
	Iteration 20F: 3 clusters Score -2460573 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -2460643.250000 Penalty: 5246.934082
	Iteration 21Q: 3 clusters Score -2460643 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -2460716.500000 Penalty: 5246.934082
	Iteration 22Q: 3 clusters Score -2460716 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -2460831.000000 Penalty: 5246.934082
	Iteration 23Q: 3 clusters Score -2460831 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -2460965.500000 Penalty: 5246.934082
	Iteration 24Q: 3 clusters Score -2460966 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -2461143.500000 Penalty: 5246.934082
	Iteration 25Q: 3 clusters Score -2461144 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -2461405.500000 Penalty: 5246.934082
	Iteration 26Q: 3 clusters Score -2461406 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -2461809.000000 Penalty: 5246.934082
	Iteration 27Q: 3 clusters Score -2461809 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -2462283.000000 Penalty: 5246.934082
	Iteration 28Q: 3 clusters Score -2462283 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -2462764.250000 Penalty: 5246.934082
	Iteration 29Q: 3 clusters Score -2462764 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -2463153.000000 Penalty: 5246.934082
	Iteration 30Q: 3 clusters Score -2463153 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -2463421.500000 Penalty: 5246.934082
	Iteration 31Q: 3 clusters Score -2463422 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -2463583.750000 Penalty: 5246.934082
	Iteration 32Q: 3 clusters Score -2463584 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -2463642.250000 Penalty: 5246.934082
	Iteration 33Q: 3 clusters Score -2463642 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -2463685.000000 Penalty: 5246.934082
	Iteration 34Q: 3 clusters Score -2463685 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -2463695.750000 Penalty: 5246.934082
	Iteration 35Q: 3 clusters Score -2463696 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -2463734.500000 Penalty: 5246.934082
	Iteration 36Q: 3 clusters Score -2463734 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -2463752.000000 Penalty: 5246.934082
	Iteration 37Q: 3 clusters Score -2463752 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -2463756.500000 Penalty: 5246.934082
	Iteration 38Q: 3 clusters Score -2463756 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -2463758.500000 Penalty: 5246.934082
	Iteration 39Q: 3 clusters Score -2463758 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -2463813.750000 Penalty: 5246.934082
	Iteration 40F: 3 clusters Score -2463814 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -2463817.500000 Penalty: 5246.934082
	Iteration 41Q: 3 clusters Score -2463818 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -2463814.750000 Penalty: 5246.934082
	Iteration 42Q: 3 clusters Score -2463815 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -2463810.000000 Penalty: 5246.934082
	Iteration 43Q: 3 clusters Score -2463810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -2463809.750000 Penalty: 5246.934082
	Iteration 44Q: 3 clusters Score -2463810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -2463814.500000 Penalty: 5246.934082
	Iteration 45Q: 3 clusters Score -2463814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -2463821.250000 Penalty: 5246.934082
	Iteration 46Q: 3 clusters Score -2463821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -2463820.750000 Penalty: 5246.934082
	Iteration 47Q: 3 clusters Score -2463821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -2463823.250000 Penalty: 5246.934082
	Iteration 48Q: 3 clusters Score -2463823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -2463833.750000 Penalty: 5246.934082
	Iteration 49Q: 3 clusters Score -2463834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -2463834.750000 Penalty: 5246.934082
	Iteration 50Q: 3 clusters Score -2463835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -2463836.750000 Penalty: 5246.934082
	Iteration 51Q: 3 clusters Score -2463837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -2463839.250000 Penalty: 5246.934082
	Iteration 52Q: 3 clusters Score -2463839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -2463836.000000 Penalty: 5246.934082
	Iteration 53Q: 3 clusters Score -2463836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -2463832.500000 Penalty: 5246.934082
	Iteration 54Q: 3 clusters Score -2463832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -2463834.500000 Penalty: 5246.934082
	Iteration 55Q: 3 clusters Score -2463834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -2463834.250000 Penalty: 5246.934082
	Iteration 56Q: 3 clusters Score -2463834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -2463834.750000 Penalty: 5246.934082
	Iteration 57Q: 3 clusters Score -2463835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -2463835.750000 Penalty: 5246.934082
	Iteration 58Q: 3 clusters Score -2463836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -2463840.500000 Penalty: 5246.934082
	Iteration 59Q: 3 clusters Score -2463840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -2463840.500000 Penalty: 5246.934082
	Iteration 60F: 3 clusters Score -2463840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -2463840.250000 Penalty: 5246.934082
	Iteration 61Q: 3 clusters Score -2463840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -2463840.250000 Penalty: 5246.934082
	Iteration 62F: 3 clusters Score -2463840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 216405 members 
Mstep: Class 3 contains 86716 members 
Mstep: Class 4 contains 23969 members 
Mstep: Class 5 contains 201076 members 
Mstep: Class 6 contains 15452 members 
Mstep: Class 7 contains 27440 members 
Mstep: Class 8 contains 10751 members 
Mstep: Class 9 contains 85827 members 
Mstep: Class 10 contains 414150 members 
Mstep: Class 11 contains 23154 members 
Mstep: Class 12 contains 11750 members 
Mstep: Class 13 contains 34757 members 
Mstep: Class 15 contains 24053 members 
Mstep: Class 16 contains 128064 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 27671 members 
Mstep: Class 19 contains 9893 members 
Mstep: Class 20 contains 10249 members 
Mstep: Class 21 contains 37204 members 
Entering Unmasked Estep 
Score: -102087280.000000 Penalty: 70250.265625
Splitting cluster 1 changes total score from -102083088.000000 to -102087280.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (216405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216405 members 
Entering Unmasked Estep 
Score: -16091438.000000 Penalty: 3046.656982
	Iteration 0F: 2 clusters Score -1.609144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108275 members 
Mstep: Class 2 contains 108130 members 
Entering Unmasked Estep 
Score: -15945872.000000 Penalty: 6093.313965
	Iteration 0F: 3 clusters Score -1.594587e+07 nChanged 104202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109813 members 
Mstep: Class 2 contains 106592 members 
Entering Unmasked Estep 
Score: -16007080.000000 Penalty: 6093.313965
	Iteration 1F: 3 clusters Score -1.600708e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110824 members 
Mstep: Class 2 contains 105581 members 
Entering Unmasked Estep 
Score: -16008444.000000 Penalty: 6093.313965
	Iteration 2Q: 3 clusters Score -1.600844e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112372 members 
Mstep: Class 2 contains 104033 members 
Entering Unmasked Estep 
Score: -16010067.000000 Penalty: 6093.313965
	Iteration 3Q: 3 clusters Score -1.601007e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114691 members 
Mstep: Class 2 contains 101714 members 
Entering Unmasked Estep 
Score: -16011765.000000 Penalty: 6093.313965
	Iteration 4Q: 3 clusters Score -1.601176e+07 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118103 members 
Mstep: Class 2 contains 98302 members 
Entering Unmasked Estep 
Score: -16014270.000000 Penalty: 6093.313965
	Iteration 5Q: 3 clusters Score -1.601427e+07 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123084 members 
Mstep: Class 2 contains 93321 members 
Entering Unmasked Estep 
Score: -16018005.000000 Penalty: 6093.313965
	Iteration 6Q: 3 clusters Score -1.6018e+07 nChanged 10491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129999 members 
Mstep: Class 2 contains 86406 members 
Entering Unmasked Estep 
Score: -16023392.000000 Penalty: 6093.313965
	Iteration 7Q: 3 clusters Score -1.602339e+07 nChanged 12187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138988 members 
Mstep: Class 2 contains 77417 members 
Entering Unmasked Estep 
Score: -16031135.000000 Penalty: 6093.313965
	Iteration 8F: 3 clusters Score -1.603114e+07 nChanged 13643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149619 members 
Mstep: Class 2 contains 66786 members 
Entering Unmasked Estep 
Score: -16042030.000000 Penalty: 6093.313965
	Iteration 9F: 3 clusters Score -1.604203e+07 nChanged 13528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160269 members 
Mstep: Class 2 contains 56136 members 
Entering Unmasked Estep 
Score: -16053080.000000 Penalty: 6093.313965
	Iteration 10F: 3 clusters Score -1.605308e+07 nChanged 11312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169151 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -16061793.000000 Penalty: 6093.313965
	Iteration 11F: 3 clusters Score -1.606179e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176106 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -16067323.000000 Penalty: 6093.313965
	Iteration 12Q: 3 clusters Score -1.606732e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181823 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -16071184.000000 Penalty: 6093.313965
	Iteration 13Q: 3 clusters Score -1.607118e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186819 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -16074233.000000 Penalty: 6093.313965
	Iteration 14Q: 3 clusters Score -1.607423e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191142 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -16076550.000000 Penalty: 6093.313965
	Iteration 15Q: 3 clusters Score -1.607655e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195015 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -16078616.000000 Penalty: 6093.313965
	Iteration 16Q: 3 clusters Score -1.607862e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198497 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -16080295.000000 Penalty: 6093.313965
	Iteration 17Q: 3 clusters Score -1.60803e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201682 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -16082113.000000 Penalty: 6093.313965
	Iteration 18Q: 3 clusters Score -1.608211e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204541 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -16083723.000000 Penalty: 6093.313965
	Iteration 19Q: 3 clusters Score -1.608372e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206978 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -16085106.000000 Penalty: 6093.313965
	Iteration 20F: 3 clusters Score -1.608511e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208973 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -16086234.000000 Penalty: 6093.313965
	Iteration 21Q: 3 clusters Score -1.608623e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210448 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -16087107.000000 Penalty: 6093.313965
	Iteration 22Q: 3 clusters Score -1.608711e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211517 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -16087715.000000 Penalty: 6093.313965
	Iteration 23Q: 3 clusters Score -1.608772e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212286 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -16088203.000000 Penalty: 6093.313965
	Iteration 24Q: 3 clusters Score -1.60882e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212836 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -16088492.000000 Penalty: 6093.313965
	Iteration 25Q: 3 clusters Score -1.608849e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213230 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -16088682.000000 Penalty: 6093.313965
	Iteration 26Q: 3 clusters Score -1.608868e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213498 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -16088789.000000 Penalty: 6093.313965
	Iteration 27Q: 3 clusters Score -1.608879e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213676 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -16088863.000000 Penalty: 6093.313965
	Iteration 28Q: 3 clusters Score -1.608886e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213817 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -16088923.000000 Penalty: 6093.313965
	Iteration 29Q: 3 clusters Score -1.608892e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213911 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -16088947.000000 Penalty: 6093.313965
	Iteration 30Q: 3 clusters Score -1.608895e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214001 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -16089017.000000 Penalty: 6093.313965
	Iteration 31Q: 3 clusters Score -1.608902e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214068 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -16089010.000000 Penalty: 6093.313965
	Iteration 32Q: 3 clusters Score -1.608901e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214117 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -16089070.000000 Penalty: 6093.313965
	Iteration 33Q: 3 clusters Score -1.608907e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214162 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -16089072.000000 Penalty: 6093.313965
	Iteration 34Q: 3 clusters Score -1.608907e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214210 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -16089091.000000 Penalty: 6093.313965
	Iteration 35Q: 3 clusters Score -1.608909e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214242 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -16089086.000000 Penalty: 6093.313965
	Iteration 36Q: 3 clusters Score -1.608909e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214262 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -16089098.000000 Penalty: 6093.313965
	Iteration 37Q: 3 clusters Score -1.60891e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214280 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -16089115.000000 Penalty: 6093.313965
	Iteration 38Q: 3 clusters Score -1.608912e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214295 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -16089130.000000 Penalty: 6093.313965
	Iteration 39Q: 3 clusters Score -1.608913e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214313 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -16089146.000000 Penalty: 6093.313965
	Iteration 40F: 3 clusters Score -1.608915e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214329 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -16089118.000000 Penalty: 6093.313965
	Iteration 41Q: 3 clusters Score -1.608912e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214331 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -16089142.000000 Penalty: 6093.313965
	Iteration 42Q: 3 clusters Score -1.608914e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214329 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -16089147.000000 Penalty: 6093.313965
	Iteration 43Q: 3 clusters Score -1.608915e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214332 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -16089147.000000 Penalty: 6093.313965
	Iteration 44Q: 3 clusters Score -1.608915e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214335 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -16089159.000000 Penalty: 6093.313965
	Iteration 45Q: 3 clusters Score -1.608916e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214339 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -16089164.000000 Penalty: 6093.313965
	Iteration 46Q: 3 clusters Score -1.608916e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214350 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -16089180.000000 Penalty: 6093.313965
	Iteration 47Q: 3 clusters Score -1.608918e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214357 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -16089158.000000 Penalty: 6093.313965
	Iteration 48Q: 3 clusters Score -1.608916e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214367 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -16089170.000000 Penalty: 6093.313965
	Iteration 49Q: 3 clusters Score -1.608917e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214366 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -16089181.000000 Penalty: 6093.313965
	Iteration 50Q: 3 clusters Score -1.608918e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214368 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -16089185.000000 Penalty: 6093.313965
	Iteration 51Q: 3 clusters Score -1.608918e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214358 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -16089189.000000 Penalty: 6093.313965
	Iteration 52Q: 3 clusters Score -1.608919e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214351 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -16089206.000000 Penalty: 6093.313965
	Iteration 53Q: 3 clusters Score -1.608921e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214355 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -16089201.000000 Penalty: 6093.313965
	Iteration 54Q: 3 clusters Score -1.60892e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214356 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -16089206.000000 Penalty: 6093.313965
	Iteration 55Q: 3 clusters Score -1.608921e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214362 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -16089211.000000 Penalty: 6093.313965
	Iteration 56Q: 3 clusters Score -1.608921e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214367 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -16089215.000000 Penalty: 6093.313965
	Iteration 57Q: 3 clusters Score -1.608922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214367 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -16089220.000000 Penalty: 6093.313965
	Iteration 58Q: 3 clusters Score -1.608922e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214367 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -16089235.000000 Penalty: 6093.313965
	Iteration 59Q: 3 clusters Score -1.608924e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214368 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -16089243.000000 Penalty: 6093.313965
	Iteration 60F: 3 clusters Score -1.608924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214367 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -16089240.000000 Penalty: 6093.313965
	Iteration 61Q: 3 clusters Score -1.608924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214367 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -16089242.000000 Penalty: 6093.313965
	Iteration 62Q: 3 clusters Score -1.608924e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214363 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -16089261.000000 Penalty: 6093.313965
	Iteration 63Q: 3 clusters Score -1.608926e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214357 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -16089245.000000 Penalty: 6093.313965
	Iteration 64Q: 3 clusters Score -1.608924e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214353 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -16089254.000000 Penalty: 6093.313965
	Iteration 65Q: 3 clusters Score -1.608925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214356 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -16089253.000000 Penalty: 6093.313965
	Iteration 66Q: 3 clusters Score -1.608925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214361 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -16089257.000000 Penalty: 6093.313965
	Iteration 67Q: 3 clusters Score -1.608926e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214372 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -16089246.000000 Penalty: 6093.313965
	Iteration 68Q: 3 clusters Score -1.608925e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214367 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -16089246.000000 Penalty: 6093.313965
	Iteration 69Q: 3 clusters Score -1.608925e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214374 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -16089244.000000 Penalty: 6093.313965
	Iteration 70Q: 3 clusters Score -1.608924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214371 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -16089247.000000 Penalty: 6093.313965
	Iteration 71Q: 3 clusters Score -1.608925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214372 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -16089266.000000 Penalty: 6093.313965
	Iteration 72Q: 3 clusters Score -1.608927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214370 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -16089270.000000 Penalty: 6093.313965
	Iteration 73Q: 3 clusters Score -1.608927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214366 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -16089275.000000 Penalty: 6093.313965
	Iteration 74Q: 3 clusters Score -1.608928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214367 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -16089274.000000 Penalty: 6093.313965
	Iteration 75Q: 3 clusters Score -1.608927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214370 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -16089270.000000 Penalty: 6093.313965
	Iteration 76Q: 3 clusters Score -1.608927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214371 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -16089267.000000 Penalty: 6093.313965
	Iteration 77Q: 3 clusters Score -1.608927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214371 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -16089273.000000 Penalty: 6093.313965
	Iteration 78Q: 3 clusters Score -1.608927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214370 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -16089285.000000 Penalty: 6093.313965
	Iteration 79Q: 3 clusters Score -1.608928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214372 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -16089290.000000 Penalty: 6093.313965
	Iteration 80F: 3 clusters Score -1.608929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214373 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -16089279.000000 Penalty: 6093.313965
	Iteration 81Q: 3 clusters Score -1.608928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214378 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -16089280.000000 Penalty: 6093.313965
	Iteration 82Q: 3 clusters Score -1.608928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214380 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -16089278.000000 Penalty: 6093.313965
	Iteration 83Q: 3 clusters Score -1.608928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214383 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -16089288.000000 Penalty: 6093.313965
	Iteration 84Q: 3 clusters Score -1.608929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214385 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -16089298.000000 Penalty: 6093.313965
	Iteration 85Q: 3 clusters Score -1.60893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214385 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -16089309.000000 Penalty: 6093.313965
	Iteration 86Q: 3 clusters Score -1.608931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214386 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -16089315.000000 Penalty: 6093.313965
	Iteration 87Q: 3 clusters Score -1.608932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214386 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -16089315.000000 Penalty: 6093.313965
	Iteration 88F: 3 clusters Score -1.608932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (86716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86716 members 
Entering Unmasked Estep 
Score: -6600458.500000 Penalty: 2819.857666
	Iteration 0F: 2 clusters Score -6600458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -6542255.500000 Penalty: 5639.715332
	Iteration 0F: 3 clusters Score -6542256 nChanged 40790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -6565706.000000 Penalty: 5639.715332
	Iteration 1F: 3 clusters Score -6565706 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -6566489.000000 Penalty: 5639.715332
	Iteration 2Q: 3 clusters Score -6566489 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -6567259.000000 Penalty: 5639.715332
	Iteration 3Q: 3 clusters Score -6567259 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -6568177.000000 Penalty: 5639.715332
	Iteration 4Q: 3 clusters Score -6568177 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -6569385.500000 Penalty: 5639.715332
	Iteration 5Q: 3 clusters Score -6569386 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 48216 members 
Entering Unmasked Estep 
Score: -6570962.500000 Penalty: 5639.715332
	Iteration 6Q: 3 clusters Score -6570962 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -6573244.500000 Penalty: 5639.715332
	Iteration 7Q: 3 clusters Score -6573244 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 53358 members 
Entering Unmasked Estep 
Score: -6576328.000000 Penalty: 5639.715332
	Iteration 8F: 3 clusters Score -6576328 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 56427 members 
Entering Unmasked Estep 
Score: -6580111.500000 Penalty: 5639.715332
	Iteration 9F: 3 clusters Score -6580112 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -6584239.000000 Penalty: 5639.715332
	Iteration 10F: 3 clusters Score -6584239 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 61080 members 
Entering Unmasked Estep 
Score: -6587757.000000 Penalty: 5639.715332
	Iteration 11F: 3 clusters Score -6587757 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 62272 members 
Entering Unmasked Estep 
Score: -6589821.000000 Penalty: 5639.715332
	Iteration 12Q: 3 clusters Score -6589821 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 63129 members 
Entering Unmasked Estep 
Score: -6591057.000000 Penalty: 5639.715332
	Iteration 13Q: 3 clusters Score -6591057 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 63805 members 
Entering Unmasked Estep 
Score: -6591947.000000 Penalty: 5639.715332
	Iteration 14Q: 3 clusters Score -6591947 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -6592678.500000 Penalty: 5639.715332
	Iteration 15Q: 3 clusters Score -6592678 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 64693 members 
Entering Unmasked Estep 
Score: -6593308.500000 Penalty: 5639.715332
	Iteration 16Q: 3 clusters Score -6593308 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 64898 members 
Entering Unmasked Estep 
Score: -6593814.500000 Penalty: 5639.715332
	Iteration 17Q: 3 clusters Score -6593814 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -6594314.000000 Penalty: 5639.715332
	Iteration 18Q: 3 clusters Score -6594314 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 64943 members 
Entering Unmasked Estep 
Score: -6594746.000000 Penalty: 5639.715332
	Iteration 19Q: 3 clusters Score -6594746 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 64803 members 
Entering Unmasked Estep 
Score: -6595046.000000 Penalty: 5639.715332
	Iteration 20F: 3 clusters Score -6595046 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 64575 members 
Entering Unmasked Estep 
Score: -6595366.000000 Penalty: 5639.715332
	Iteration 21Q: 3 clusters Score -6595366 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 64280 members 
Entering Unmasked Estep 
Score: -6595724.500000 Penalty: 5639.715332
	Iteration 22Q: 3 clusters Score -6595724 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 63908 members 
Entering Unmasked Estep 
Score: -6596041.000000 Penalty: 5639.715332
	Iteration 23Q: 3 clusters Score -6596041 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 63509 members 
Entering Unmasked Estep 
Score: -6596321.500000 Penalty: 5639.715332
	Iteration 24Q: 3 clusters Score -6596322 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 63083 members 
Entering Unmasked Estep 
Score: -6596606.000000 Penalty: 5639.715332
	Iteration 25Q: 3 clusters Score -6596606 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 62727 members 
Entering Unmasked Estep 
Score: -6596829.500000 Penalty: 5639.715332
	Iteration 26Q: 3 clusters Score -6596830 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -6597006.000000 Penalty: 5639.715332
	Iteration 27Q: 3 clusters Score -6597006 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 62177 members 
Entering Unmasked Estep 
Score: -6597102.000000 Penalty: 5639.715332
	Iteration 28Q: 3 clusters Score -6597102 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 61964 members 
Entering Unmasked Estep 
Score: -6597177.500000 Penalty: 5639.715332
	Iteration 29Q: 3 clusters Score -6597178 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -6597233.000000 Penalty: 5639.715332
	Iteration 30Q: 3 clusters Score -6597233 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 61579 members 
Entering Unmasked Estep 
Score: -6597265.500000 Penalty: 5639.715332
	Iteration 31Q: 3 clusters Score -6597266 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 61434 members 
Entering Unmasked Estep 
Score: -6597324.500000 Penalty: 5639.715332
	Iteration 32Q: 3 clusters Score -6597324 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 61313 members 
Entering Unmasked Estep 
Score: -6597335.500000 Penalty: 5639.715332
	Iteration 33Q: 3 clusters Score -6597336 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 61192 members 
Entering Unmasked Estep 
Score: -6597354.000000 Penalty: 5639.715332
	Iteration 34Q: 3 clusters Score -6597354 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 61095 members 
Entering Unmasked Estep 
Score: -6597365.000000 Penalty: 5639.715332
	Iteration 35Q: 3 clusters Score -6597365 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 61017 members 
Entering Unmasked Estep 
Score: -6597369.000000 Penalty: 5639.715332
	Iteration 36Q: 3 clusters Score -6597369 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 60954 members 
Entering Unmasked Estep 
Score: -6597369.500000 Penalty: 5639.715332
	Iteration 37Q: 3 clusters Score -6597370 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 60905 members 
Entering Unmasked Estep 
Score: -6597369.500000 Penalty: 5639.715332
	Iteration 38Q: 3 clusters Score -6597370 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 60851 members 
Entering Unmasked Estep 
Score: -6597363.000000 Penalty: 5639.715332
	Iteration 39Q: 3 clusters Score -6597363 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 60802 members 
Entering Unmasked Estep 
Score: -6597370.500000 Penalty: 5639.715332
	Iteration 40F: 3 clusters Score -6597370 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 60767 members 
Entering Unmasked Estep 
Score: -6597385.000000 Penalty: 5639.715332
	Iteration 41Q: 3 clusters Score -6597385 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -6597390.000000 Penalty: 5639.715332
	Iteration 42Q: 3 clusters Score -6597390 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 60703 members 
Entering Unmasked Estep 
Score: -6597391.000000 Penalty: 5639.715332
	Iteration 43Q: 3 clusters Score -6597391 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 60676 members 
Entering Unmasked Estep 
Score: -6597396.000000 Penalty: 5639.715332
	Iteration 44Q: 3 clusters Score -6597396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 60648 members 
Entering Unmasked Estep 
Score: -6597391.000000 Penalty: 5639.715332
	Iteration 45Q: 3 clusters Score -6597391 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 60624 members 
Entering Unmasked Estep 
Score: -6597384.000000 Penalty: 5639.715332
	Iteration 46Q: 3 clusters Score -6597384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 60607 members 
Entering Unmasked Estep 
Score: -6597380.000000 Penalty: 5639.715332
	Iteration 47Q: 3 clusters Score -6597380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 60594 members 
Entering Unmasked Estep 
Score: -6597385.500000 Penalty: 5639.715332
	Iteration 48Q: 3 clusters Score -6597386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 60579 members 
Entering Unmasked Estep 
Score: -6597388.000000 Penalty: 5639.715332
	Iteration 49Q: 3 clusters Score -6597388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 60570 members 
Entering Unmasked Estep 
Score: -6597390.000000 Penalty: 5639.715332
	Iteration 50Q: 3 clusters Score -6597390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -6597395.000000 Penalty: 5639.715332
	Iteration 51Q: 3 clusters Score -6597395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 60560 members 
Entering Unmasked Estep 
Score: -6597395.500000 Penalty: 5639.715332
	Iteration 52Q: 3 clusters Score -6597396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 60559 members 
Entering Unmasked Estep 
Score: -6597397.500000 Penalty: 5639.715332
	Iteration 53Q: 3 clusters Score -6597398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 60559 members 
Entering Unmasked Estep 
Score: -6597397.500000 Penalty: 5639.715332
	Iteration 54F: 3 clusters Score -6597398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (201076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201076 members 
Entering Unmasked Estep 
Score: -15450712.000000 Penalty: 3028.436768
	Iteration 0F: 2 clusters Score -1.545071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100405 members 
Mstep: Class 2 contains 100671 members 
Entering Unmasked Estep 
Score: -15315996.000000 Penalty: 6056.873535
	Iteration 0F: 3 clusters Score -1.5316e+07 nChanged 96508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96507 members 
Mstep: Class 2 contains 104569 members 
Entering Unmasked Estep 
Score: -15372514.000000 Penalty: 6056.873535
	Iteration 1F: 3 clusters Score -1.537251e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94009 members 
Mstep: Class 2 contains 107067 members 
Entering Unmasked Estep 
Score: -15373840.000000 Penalty: 6056.873535
	Iteration 2Q: 3 clusters Score -1.537384e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90149 members 
Mstep: Class 2 contains 110927 members 
Entering Unmasked Estep 
Score: -15375956.000000 Penalty: 6056.873535
	Iteration 3Q: 3 clusters Score -1.537596e+07 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84470 members 
Mstep: Class 2 contains 116606 members 
Entering Unmasked Estep 
Score: -15379298.000000 Penalty: 6056.873535
	Iteration 4Q: 3 clusters Score -1.53793e+07 nChanged 10001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76439 members 
Mstep: Class 2 contains 124637 members 
Entering Unmasked Estep 
Score: -15384448.000000 Penalty: 6056.873535
	Iteration 5Q: 3 clusters Score -1.538445e+07 nChanged 12271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65622 members 
Mstep: Class 2 contains 135454 members 
Entering Unmasked Estep 
Score: -15392485.000000 Penalty: 6056.873535
	Iteration 6F: 3 clusters Score -1.539248e+07 nChanged 14563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 149077 members 
Entering Unmasked Estep 
Score: -15404252.000000 Penalty: 6056.873535
	Iteration 7F: 3 clusters Score -1.540425e+07 nChanged 14962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 163569 members 
Entering Unmasked Estep 
Score: -15418330.000000 Penalty: 6056.873535
	Iteration 8F: 3 clusters Score -1.541833e+07 nChanged 12459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 175760 members 
Entering Unmasked Estep 
Score: -15430753.000000 Penalty: 6056.873535
	Iteration 9F: 3 clusters Score -1.543075e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 183911 members 
Entering Unmasked Estep 
Score: -15438693.000000 Penalty: 6056.873535
	Iteration 10Q: 3 clusters Score -1.543869e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 188823 members 
Entering Unmasked Estep 
Score: -15442946.000000 Penalty: 6056.873535
	Iteration 11Q: 3 clusters Score -1.544295e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 191896 members 
Entering Unmasked Estep 
Score: -15445181.000000 Penalty: 6056.873535
	Iteration 12Q: 3 clusters Score -1.544518e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 193942 members 
Entering Unmasked Estep 
Score: -15446621.000000 Penalty: 6056.873535
	Iteration 13Q: 3 clusters Score -1.544662e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 195323 members 
Entering Unmasked Estep 
Score: -15447530.000000 Penalty: 6056.873535
	Iteration 14Q: 3 clusters Score -1.544753e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 196302 members 
Entering Unmasked Estep 
Score: -15448203.000000 Penalty: 6056.873535
	Iteration 15Q: 3 clusters Score -1.54482e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 196964 members 
Entering Unmasked Estep 
Score: -15448677.000000 Penalty: 6056.873535
	Iteration 16Q: 3 clusters Score -1.544868e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 197402 members 
Entering Unmasked Estep 
Score: -15448954.000000 Penalty: 6056.873535
	Iteration 17Q: 3 clusters Score -1.544895e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 197698 members 
Entering Unmasked Estep 
Score: -15449097.000000 Penalty: 6056.873535
	Iteration 18Q: 3 clusters Score -1.54491e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 197911 members 
Entering Unmasked Estep 
Score: -15449218.000000 Penalty: 6056.873535
	Iteration 19Q: 3 clusters Score -1.544922e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 198053 members 
Entering Unmasked Estep 
Score: -15449280.000000 Penalty: 6056.873535
	Iteration 20F: 3 clusters Score -1.544928e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 198151 members 
Entering Unmasked Estep 
Score: -15449261.000000 Penalty: 6056.873535
	Iteration 21Q: 3 clusters Score -1.544926e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 198215 members 
Entering Unmasked Estep 
Score: -15449258.000000 Penalty: 6056.873535
	Iteration 22Q: 3 clusters Score -1.544926e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 198258 members 
Entering Unmasked Estep 
Score: -15449286.000000 Penalty: 6056.873535
	Iteration 23Q: 3 clusters Score -1.544929e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 198297 members 
Entering Unmasked Estep 
Score: -15449305.000000 Penalty: 6056.873535
	Iteration 24Q: 3 clusters Score -1.54493e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 198333 members 
Entering Unmasked Estep 
Score: -15449329.000000 Penalty: 6056.873535
	Iteration 25Q: 3 clusters Score -1.544933e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 198360 members 
Entering Unmasked Estep 
Score: -15449316.000000 Penalty: 6056.873535
	Iteration 26Q: 3 clusters Score -1.544932e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 198375 members 
Entering Unmasked Estep 
Score: -15449332.000000 Penalty: 6056.873535
	Iteration 27Q: 3 clusters Score -1.544933e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 198382 members 
Entering Unmasked Estep 
Score: -15449327.000000 Penalty: 6056.873535
	Iteration 28Q: 3 clusters Score -1.544933e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 198391 members 
Entering Unmasked Estep 
Score: -15449322.000000 Penalty: 6056.873535
	Iteration 29Q: 3 clusters Score -1.544932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 198394 members 
Entering Unmasked Estep 
Score: -15449326.000000 Penalty: 6056.873535
	Iteration 30Q: 3 clusters Score -1.544933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 198401 members 
Entering Unmasked Estep 
Score: -15449327.000000 Penalty: 6056.873535
	Iteration 31Q: 3 clusters Score -1.544933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 198408 members 
Entering Unmasked Estep 
Score: -15449338.000000 Penalty: 6056.873535
	Iteration 32Q: 3 clusters Score -1.544934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 198412 members 
Entering Unmasked Estep 
Score: -15449332.000000 Penalty: 6056.873535
	Iteration 33Q: 3 clusters Score -1.544933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 198411 members 
Entering Unmasked Estep 
Score: -15449332.000000 Penalty: 6056.873535
	Iteration 34Q: 3 clusters Score -1.544933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 198410 members 
Entering Unmasked Estep 
Score: -15449333.000000 Penalty: 6056.873535
	Iteration 35Q: 3 clusters Score -1.544933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 198412 members 
Entering Unmasked Estep 
Score: -15449337.000000 Penalty: 6056.873535
	Iteration 36Q: 3 clusters Score -1.544934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 198415 members 
Entering Unmasked Estep 
Score: -15449333.000000 Penalty: 6056.873535
	Iteration 37Q: 3 clusters Score -1.544933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 198416 members 
Entering Unmasked Estep 
Score: -15449336.000000 Penalty: 6056.873535
	Iteration 38Q: 3 clusters Score -1.544934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 198419 members 
Entering Unmasked Estep 
Score: -15449338.000000 Penalty: 6056.873535
	Iteration 39Q: 3 clusters Score -1.544934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 198421 members 
Entering Unmasked Estep 
Score: -15449334.000000 Penalty: 6056.873535
	Iteration 40F: 3 clusters Score -1.544933e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Entering Unmasked Estep 
Score: -1128304.500000 Penalty: 2392.082275
	Iteration 0F: 2 clusters Score -1128304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1117163.375000 Penalty: 4784.164551
	Iteration 0F: 3 clusters Score -1117163 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1121166.375000 Penalty: 4784.164551
	Iteration 1F: 3 clusters Score -1121166 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1122578.250000 Penalty: 4784.164551
	Iteration 2F: 3 clusters Score -1122578 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1125070.125000 Penalty: 4784.164551
	Iteration 3F: 3 clusters Score -1125070 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1128046.625000 Penalty: 4784.164551
	Iteration 4F: 3 clusters Score -1128047 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1129856.500000 Penalty: 4784.164551
	Iteration 5F: 3 clusters Score -1129856 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1130431.625000 Penalty: 4784.164551
	Iteration 6F: 3 clusters Score -1130432 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1130587.875000 Penalty: 4784.164551
	Iteration 7Q: 3 clusters Score -1130588 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1130641.500000 Penalty: 4784.164551
	Iteration 8Q: 3 clusters Score -1130642 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1130661.000000 Penalty: 4784.164551
	Iteration 9Q: 3 clusters Score -1130661 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1130673.625000 Penalty: 4784.164551
	Iteration 10Q: 3 clusters Score -1130674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1130673.625000 Penalty: 4784.164551
	Iteration 11Q: 3 clusters Score -1130674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1130678.500000 Penalty: 4784.164551
	Iteration 12Q: 3 clusters Score -1130678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1130680.750000 Penalty: 4784.164551
	Iteration 13Q: 3 clusters Score -1130681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1130681.875000 Penalty: 4784.164551
	Iteration 14Q: 3 clusters Score -1130682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1130685.125000 Penalty: 4784.164551
	Iteration 15Q: 3 clusters Score -1130685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1130685.750000 Penalty: 4784.164551
	Iteration 16Q: 3 clusters Score -1130686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1130685.750000 Penalty: 4784.164551
	Iteration 17Q: 3 clusters Score -1130686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1130683.500000 Penalty: 4784.164551
	Iteration 18Q: 3 clusters Score -1130684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1130686.875000 Penalty: 4784.164551
	Iteration 19Q: 3 clusters Score -1130687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1130689.375000 Penalty: 4784.164551
	Iteration 20F: 3 clusters Score -1130689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1130688.625000 Penalty: 4784.164551
	Iteration 21Q: 3 clusters Score -1130689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1130692.000000 Penalty: 4784.164551
	Iteration 22Q: 3 clusters Score -1130692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1130691.375000 Penalty: 4784.164551
	Iteration 23Q: 3 clusters Score -1130691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1130693.000000 Penalty: 4784.164551
	Iteration 24Q: 3 clusters Score -1130693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1130691.875000 Penalty: 4784.164551
	Iteration 25Q: 3 clusters Score -1130692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1130691.500000 Penalty: 4784.164551
	Iteration 26Q: 3 clusters Score -1130692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1130691.625000 Penalty: 4784.164551
	Iteration 27Q: 3 clusters Score -1130692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1130691.625000 Penalty: 4784.164551
	Iteration 28F: 3 clusters Score -1130692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 216405 members 
Mstep: Class 3 contains 86716 members 
Mstep: Class 4 contains 23969 members 
Mstep: Class 5 contains 201076 members 
Mstep: Class 6 contains 7075 members 
Mstep: Class 7 contains 27440 members 
Mstep: Class 8 contains 10751 members 
Mstep: Class 9 contains 85827 members 
Mstep: Class 10 contains 414150 members 
Mstep: Class 11 contains 23154 members 
Mstep: Class 12 contains 11750 members 
Mstep: Class 13 contains 34757 members 
Mstep: Class 14 contains 8377 members 
Mstep: Class 15 contains 24053 members 
Mstep: Class 16 contains 128064 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 27671 members 
Mstep: Class 19 contains 9893 members 
Mstep: Class 20 contains 10249 members 
Mstep: Class 21 contains 37204 members 
Entering Unmasked Estep 
Score: -102088568.000000 Penalty: 73762.773438
Splitting cluster 6 changes total score from -102083088.000000 to -102088568.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 7 (27440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Entering Unmasked Estep 
Score: -1952063.375000 Penalty: 2534.499756
	Iteration 0F: 2 clusters Score -1952063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1933224.125000 Penalty: 5068.999512
	Iteration 0F: 3 clusters Score -1933224 nChanged 12367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1942128.375000 Penalty: 5068.999512
	Iteration 1F: 3 clusters Score -1942128 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -1947526.875000 Penalty: 5068.999512
	Iteration 2F: 3 clusters Score -1947527 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -1952520.750000 Penalty: 5068.999512
	Iteration 3F: 3 clusters Score -1952521 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -1956177.125000 Penalty: 5068.999512
	Iteration 4F: 3 clusters Score -1956177 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -1957934.000000 Penalty: 5068.999512
	Iteration 5F: 3 clusters Score -1957934 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -1958711.625000 Penalty: 5068.999512
	Iteration 6Q: 3 clusters Score -1958712 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -1959154.000000 Penalty: 5068.999512
	Iteration 7Q: 3 clusters Score -1959154 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -1959427.125000 Penalty: 5068.999512
	Iteration 8Q: 3 clusters Score -1959427 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -1959609.250000 Penalty: 5068.999512
	Iteration 9Q: 3 clusters Score -1959609 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -1959749.375000 Penalty: 5068.999512
	Iteration 10Q: 3 clusters Score -1959749 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -1959920.375000 Penalty: 5068.999512
	Iteration 11Q: 3 clusters Score -1959920 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -1960180.750000 Penalty: 5068.999512
	Iteration 12Q: 3 clusters Score -1960181 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -1960536.250000 Penalty: 5068.999512
	Iteration 13Q: 3 clusters Score -1960536 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -1960946.375000 Penalty: 5068.999512
	Iteration 14Q: 3 clusters Score -1960946 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -1961310.125000 Penalty: 5068.999512
	Iteration 15Q: 3 clusters Score -1961310 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -1961595.250000 Penalty: 5068.999512
	Iteration 16Q: 3 clusters Score -1961595 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -1961779.000000 Penalty: 5068.999512
	Iteration 17Q: 3 clusters Score -1961779 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -1961908.000000 Penalty: 5068.999512
	Iteration 18Q: 3 clusters Score -1961908 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -1961991.625000 Penalty: 5068.999512
	Iteration 19Q: 3 clusters Score -1961992 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -1962042.250000 Penalty: 5068.999512
	Iteration 20F: 3 clusters Score -1962042 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -1962079.750000 Penalty: 5068.999512
	Iteration 21Q: 3 clusters Score -1962080 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -1962104.375000 Penalty: 5068.999512
	Iteration 22Q: 3 clusters Score -1962104 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -1962114.000000 Penalty: 5068.999512
	Iteration 23Q: 3 clusters Score -1962114 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -1962120.125000 Penalty: 5068.999512
	Iteration 24Q: 3 clusters Score -1962120 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -1962125.000000 Penalty: 5068.999512
	Iteration 25Q: 3 clusters Score -1962125 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -1962132.500000 Penalty: 5068.999512
	Iteration 26Q: 3 clusters Score -1962132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -1962141.000000 Penalty: 5068.999512
	Iteration 27Q: 3 clusters Score -1962141 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -1962141.125000 Penalty: 5068.999512
	Iteration 28Q: 3 clusters Score -1962141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -1962141.500000 Penalty: 5068.999512
	Iteration 29Q: 3 clusters Score -1962142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -1962143.000000 Penalty: 5068.999512
	Iteration 30Q: 3 clusters Score -1962143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -1962143.500000 Penalty: 5068.999512
	Iteration 31Q: 3 clusters Score -1962144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -1962145.875000 Penalty: 5068.999512
	Iteration 32Q: 3 clusters Score -1962146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -1962152.500000 Penalty: 5068.999512
	Iteration 33Q: 3 clusters Score -1962152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -1962151.750000 Penalty: 5068.999512
	Iteration 34Q: 3 clusters Score -1962152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -1962148.500000 Penalty: 5068.999512
	Iteration 35Q: 3 clusters Score -1962148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -1962145.875000 Penalty: 5068.999512
	Iteration 36Q: 3 clusters Score -1962146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -1962149.625000 Penalty: 5068.999512
	Iteration 37Q: 3 clusters Score -1962150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -1962148.750000 Penalty: 5068.999512
	Iteration 38Q: 3 clusters Score -1962149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -1962148.750000 Penalty: 5068.999512
	Iteration 39Q: 3 clusters Score -1962149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -1962149.750000 Penalty: 5068.999512
	Iteration 40F: 3 clusters Score -1962150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -1962146.000000 Penalty: 5068.999512
	Iteration 41Q: 3 clusters Score -1962146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -1962148.125000 Penalty: 5068.999512
	Iteration 42Q: 3 clusters Score -1962148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -1962151.000000 Penalty: 5068.999512
	Iteration 43Q: 3 clusters Score -1962151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -1962152.375000 Penalty: 5068.999512
	Iteration 44Q: 3 clusters Score -1962152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -1962152.375000 Penalty: 5068.999512
	Iteration 45F: 3 clusters Score -1962152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 216405 members 
Mstep: Class 3 contains 86716 members 
Mstep: Class 4 contains 23969 members 
Mstep: Class 5 contains 201076 members 
Mstep: Class 6 contains 7075 members 
Mstep: Class 7 contains 9239 members 
Mstep: Class 8 contains 10751 members 
Mstep: Class 9 contains 85827 members 
Mstep: Class 10 contains 414150 members 
Mstep: Class 11 contains 23154 members 
Mstep: Class 12 contains 11750 members 
Mstep: Class 13 contains 34757 members 
Mstep: Class 14 contains 8377 members 
Mstep: Class 15 contains 24053 members 
Mstep: Class 16 contains 128064 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 27671 members 
Mstep: Class 19 contains 9893 members 
Mstep: Class 20 contains 10249 members 
Mstep: Class 21 contains 37204 members 
Mstep: Class 22 contains 18201 members 
Entering Unmasked Estep 
Score: -102096360.000000 Penalty: 77275.289062
Splitting cluster 7 changes total score from -102083088.000000 to -102096360.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (10751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Entering Unmasked Estep 
Score: -749698.812500 Penalty: 2302.123047
	Iteration 0F: 2 clusters Score -749698.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -741556.125000 Penalty: 4604.246094
	Iteration 0F: 3 clusters Score -741556.1 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -744611.062500 Penalty: 4604.246094
	Iteration 1F: 3 clusters Score -744611.1 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -745704.562500 Penalty: 4604.246094
	Iteration 2F: 3 clusters Score -745704.6 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -746945.562500 Penalty: 4604.246094
	Iteration 3F: 3 clusters Score -746945.6 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -748232.125000 Penalty: 4604.246094
	Iteration 4F: 3 clusters Score -748232.1 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -749489.437500 Penalty: 4604.246094
	Iteration 5F: 3 clusters Score -749489.4 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -750532.875000 Penalty: 4604.246094
	Iteration 6F: 3 clusters Score -750532.9 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -751752.312500 Penalty: 4604.246094
	Iteration 7F: 3 clusters Score -751752.3 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -752864.750000 Penalty: 4604.246094
	Iteration 8F: 3 clusters Score -752864.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -753505.000000 Penalty: 4604.246094
	Iteration 9Q: 3 clusters Score -753505 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -753871.687500 Penalty: 4604.246094
	Iteration 10Q: 3 clusters Score -753871.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -754115.437500 Penalty: 4604.246094
	Iteration 11Q: 3 clusters Score -754115.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -754373.000000 Penalty: 4604.246094
	Iteration 12Q: 3 clusters Score -754373 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -754632.562500 Penalty: 4604.246094
	Iteration 13Q: 3 clusters Score -754632.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -754770.562500 Penalty: 4604.246094
	Iteration 14Q: 3 clusters Score -754770.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -754846.375000 Penalty: 4604.246094
	Iteration 15Q: 3 clusters Score -754846.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -754878.812500 Penalty: 4604.246094
	Iteration 16Q: 3 clusters Score -754878.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -754900.937500 Penalty: 4604.246094
	Iteration 17Q: 3 clusters Score -754900.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -754911.312500 Penalty: 4604.246094
	Iteration 18Q: 3 clusters Score -754911.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -754914.437500 Penalty: 4604.246094
	Iteration 19Q: 3 clusters Score -754914.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -754913.062500 Penalty: 4604.246094
	Iteration 20F: 3 clusters Score -754913.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -754915.437500 Penalty: 4604.246094
	Iteration 21Q: 3 clusters Score -754915.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -754916.687500 Penalty: 4604.246094
	Iteration 22Q: 3 clusters Score -754916.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -754916.687500 Penalty: 4604.246094
	Iteration 23F: 3 clusters Score -754916.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 216405 members 
Mstep: Class 3 contains 86716 members 
Mstep: Class 4 contains 23969 members 
Mstep: Class 5 contains 201076 members 
Mstep: Class 6 contains 7075 members 
Mstep: Class 7 contains 9239 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 85827 members 
Mstep: Class 10 contains 414150 members 
Mstep: Class 11 contains 23154 members 
Mstep: Class 12 contains 11750 members 
Mstep: Class 13 contains 34757 members 
Mstep: Class 14 contains 8377 members 
Mstep: Class 15 contains 24053 members 
Mstep: Class 16 contains 128064 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 27671 members 
Mstep: Class 19 contains 9893 members 
Mstep: Class 20 contains 10249 members 
Mstep: Class 21 contains 37204 members 
Mstep: Class 22 contains 18201 members 
Mstep: Class 23 contains 8425 members 
Entering Unmasked Estep 
Score: -102100560.000000 Penalty: 80787.804688
Splitting cluster 8 changes total score from -102083088.000000 to -102100560.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (85827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85827 members 
Entering Unmasked Estep 
Score: -6527117.500000 Penalty: 2817.302246
	Iteration 0F: 2 clusters Score -6527118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -6469716.500000 Penalty: 5634.604492
	Iteration 0F: 3 clusters Score -6469716 nChanged 40441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -6493056.500000 Penalty: 5634.604492
	Iteration 1F: 3 clusters Score -6493056 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -6494212.500000 Penalty: 5634.604492
	Iteration 2Q: 3 clusters Score -6494212 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -6495766.000000 Penalty: 5634.604492
	Iteration 3Q: 3 clusters Score -6495766 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 56283 members 
Entering Unmasked Estep 
Score: -6498337.500000 Penalty: 5634.604492
	Iteration 4F: 3 clusters Score -6498338 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 61862 members 
Entering Unmasked Estep 
Score: -6502270.000000 Penalty: 5634.604492
	Iteration 5F: 3 clusters Score -6502270 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 68702 members 
Entering Unmasked Estep 
Score: -6508076.500000 Penalty: 5634.604492
	Iteration 6F: 3 clusters Score -6508076 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 75624 members 
Entering Unmasked Estep 
Score: -6514658.000000 Penalty: 5634.604492
	Iteration 7F: 3 clusters Score -6514658 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 80901 members 
Entering Unmasked Estep 
Score: -6519886.000000 Penalty: 5634.604492
	Iteration 8F: 3 clusters Score -6519886 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 83862 members 
Entering Unmasked Estep 
Score: -6522758.500000 Penalty: 5634.604492
	Iteration 9Q: 3 clusters Score -6522758 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 85070 members 
Entering Unmasked Estep 
Score: -6523913.500000 Penalty: 5634.604492
	Iteration 10Q: 3 clusters Score -6523914 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 85429 members 
Entering Unmasked Estep 
Score: -6524264.500000 Penalty: 5634.604492
	Iteration 11Q: 3 clusters Score -6524264 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 85530 members 
Entering Unmasked Estep 
Score: -6524421.500000 Penalty: 5634.604492
	Iteration 12Q: 3 clusters Score -6524422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 85571 members 
Entering Unmasked Estep 
Score: -6524473.500000 Penalty: 5634.604492
	Iteration 13Q: 3 clusters Score -6524474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 85590 members 
Entering Unmasked Estep 
Score: -6524516.500000 Penalty: 5634.604492
	Iteration 14Q: 3 clusters Score -6524516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 85595 members 
Entering Unmasked Estep 
Score: -6524541.000000 Penalty: 5634.604492
	Iteration 15Q: 3 clusters Score -6524541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 85600 members 
Entering Unmasked Estep 
Score: -6524547.000000 Penalty: 5634.604492
	Iteration 16Q: 3 clusters Score -6524547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 85601 members 
Entering Unmasked Estep 
Score: -6524560.000000 Penalty: 5634.604492
	Iteration 17Q: 3 clusters Score -6524560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 85608 members 
Entering Unmasked Estep 
Score: -6524577.500000 Penalty: 5634.604492
	Iteration 18Q: 3 clusters Score -6524578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 85614 members 
Entering Unmasked Estep 
Score: -6524587.000000 Penalty: 5634.604492
	Iteration 19Q: 3 clusters Score -6524587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 85615 members 
Entering Unmasked Estep 
Score: -6524593.500000 Penalty: 5634.604492
	Iteration 20F: 3 clusters Score -6524594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 85614 members 
Entering Unmasked Estep 
Score: -6524599.500000 Penalty: 5634.604492
	Iteration 21Q: 3 clusters Score -6524600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 85614 members 
Entering Unmasked Estep 
Score: -6524597.500000 Penalty: 5634.604492
	Iteration 22Q: 3 clusters Score -6524598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 85614 members 
Entering Unmasked Estep 
Score: -6524597.500000 Penalty: 5634.604492
	Iteration 23F: 3 clusters Score -6524598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (414150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414150 members 
Entering Unmasked Estep 
Score: -30845668.000000 Penalty: 3207.627930
	Iteration 0F: 2 clusters Score -3.084567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206948 members 
Mstep: Class 2 contains 207202 members 
Entering Unmasked Estep 
Score: -30566910.000000 Penalty: 6415.255859
	Iteration 0F: 3 clusters Score -3.056691e+07 nChanged 201100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206022 members 
Mstep: Class 2 contains 208128 members 
Entering Unmasked Estep 
Score: -30688018.000000 Penalty: 6415.255859
	Iteration 1F: 3 clusters Score -3.068802e+07 nChanged 12003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206235 members 
Mstep: Class 2 contains 207915 members 
Entering Unmasked Estep 
Score: -30690944.000000 Penalty: 6415.255859
	Iteration 2Q: 3 clusters Score -3.069094e+07 nChanged 13151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206726 members 
Mstep: Class 2 contains 207424 members 
Entering Unmasked Estep 
Score: -30694596.000000 Penalty: 6415.255859
	Iteration 3Q: 3 clusters Score -3.06946e+07 nChanged 15288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207608 members 
Mstep: Class 2 contains 206542 members 
Entering Unmasked Estep 
Score: -30699880.000000 Penalty: 6415.255859
	Iteration 4Q: 3 clusters Score -3.069988e+07 nChanged 18226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208892 members 
Mstep: Class 2 contains 205258 members 
Entering Unmasked Estep 
Score: -30708376.000000 Penalty: 6415.255859
	Iteration 5Q: 3 clusters Score -3.070838e+07 nChanged 21444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210048 members 
Mstep: Class 2 contains 204102 members 
Entering Unmasked Estep 
Score: -30720078.000000 Penalty: 6415.255859
	Iteration 6F: 3 clusters Score -3.072008e+07 nChanged 24508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210036 members 
Mstep: Class 2 contains 204114 members 
Entering Unmasked Estep 
Score: -30735248.000000 Penalty: 6415.255859
	Iteration 7F: 3 clusters Score -3.073525e+07 nChanged 26856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207688 members 
Mstep: Class 2 contains 206462 members 
Entering Unmasked Estep 
Score: -30754746.000000 Penalty: 6415.255859
	Iteration 8F: 3 clusters Score -3.075475e+07 nChanged 27725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202781 members 
Mstep: Class 2 contains 211369 members 
Entering Unmasked Estep 
Score: -30776550.000000 Penalty: 6415.255859
	Iteration 9F: 3 clusters Score -3.077655e+07 nChanged 25345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196978 members 
Mstep: Class 2 contains 217172 members 
Entering Unmasked Estep 
Score: -30795346.000000 Penalty: 6415.255859
	Iteration 10F: 3 clusters Score -3.079535e+07 nChanged 19766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191502 members 
Mstep: Class 2 contains 222648 members 
Entering Unmasked Estep 
Score: -30806128.000000 Penalty: 6415.255859
	Iteration 11Q: 3 clusters Score -3.080613e+07 nChanged 13788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186606 members 
Mstep: Class 2 contains 227544 members 
Entering Unmasked Estep 
Score: -30812712.000000 Penalty: 6415.255859
	Iteration 12Q: 3 clusters Score -3.081271e+07 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181938 members 
Mstep: Class 2 contains 232212 members 
Entering Unmasked Estep 
Score: -30817370.000000 Penalty: 6415.255859
	Iteration 13Q: 3 clusters Score -3.081737e+07 nChanged 8803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177095 members 
Mstep: Class 2 contains 237055 members 
Entering Unmasked Estep 
Score: -30821056.000000 Penalty: 6415.255859
	Iteration 14Q: 3 clusters Score -3.082106e+07 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172241 members 
Mstep: Class 2 contains 241909 members 
Entering Unmasked Estep 
Score: -30824310.000000 Penalty: 6415.255859
	Iteration 15Q: 3 clusters Score -3.082431e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167538 members 
Mstep: Class 2 contains 246612 members 
Entering Unmasked Estep 
Score: -30827236.000000 Penalty: 6415.255859
	Iteration 16Q: 3 clusters Score -3.082724e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162950 members 
Mstep: Class 2 contains 251200 members 
Entering Unmasked Estep 
Score: -30829518.000000 Penalty: 6415.255859
	Iteration 17Q: 3 clusters Score -3.082952e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158728 members 
Mstep: Class 2 contains 255422 members 
Entering Unmasked Estep 
Score: -30831014.000000 Penalty: 6415.255859
	Iteration 18Q: 3 clusters Score -3.083101e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154780 members 
Mstep: Class 2 contains 259370 members 
Entering Unmasked Estep 
Score: -30832162.000000 Penalty: 6415.255859
	Iteration 19Q: 3 clusters Score -3.083216e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151028 members 
Mstep: Class 2 contains 263122 members 
Entering Unmasked Estep 
Score: -30833324.000000 Penalty: 6415.255859
	Iteration 20F: 3 clusters Score -3.083332e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147570 members 
Mstep: Class 2 contains 266580 members 
Entering Unmasked Estep 
Score: -30834312.000000 Penalty: 6415.255859
	Iteration 21Q: 3 clusters Score -3.083431e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144289 members 
Mstep: Class 2 contains 269861 members 
Entering Unmasked Estep 
Score: -30834956.000000 Penalty: 6415.255859
	Iteration 22Q: 3 clusters Score -3.083496e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141286 members 
Mstep: Class 2 contains 272864 members 
Entering Unmasked Estep 
Score: -30835496.000000 Penalty: 6415.255859
	Iteration 23Q: 3 clusters Score -3.08355e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138523 members 
Mstep: Class 2 contains 275627 members 
Entering Unmasked Estep 
Score: -30835948.000000 Penalty: 6415.255859
	Iteration 24Q: 3 clusters Score -3.083595e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135983 members 
Mstep: Class 2 contains 278167 members 
Entering Unmasked Estep 
Score: -30836110.000000 Penalty: 6415.255859
	Iteration 25Q: 3 clusters Score -3.083611e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133545 members 
Mstep: Class 2 contains 280605 members 
Entering Unmasked Estep 
Score: -30836490.000000 Penalty: 6415.255859
	Iteration 26Q: 3 clusters Score -3.083649e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131374 members 
Mstep: Class 2 contains 282776 members 
Entering Unmasked Estep 
Score: -30836752.000000 Penalty: 6415.255859
	Iteration 27Q: 3 clusters Score -3.083675e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129375 members 
Mstep: Class 2 contains 284775 members 
Entering Unmasked Estep 
Score: -30837002.000000 Penalty: 6415.255859
	Iteration 28Q: 3 clusters Score -3.0837e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127532 members 
Mstep: Class 2 contains 286618 members 
Entering Unmasked Estep 
Score: -30837220.000000 Penalty: 6415.255859
	Iteration 29Q: 3 clusters Score -3.083722e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125759 members 
Mstep: Class 2 contains 288391 members 
Entering Unmasked Estep 
Score: -30837396.000000 Penalty: 6415.255859
	Iteration 30Q: 3 clusters Score -3.08374e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124178 members 
Mstep: Class 2 contains 289972 members 
Entering Unmasked Estep 
Score: -30837622.000000 Penalty: 6415.255859
	Iteration 31Q: 3 clusters Score -3.083762e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122676 members 
Mstep: Class 2 contains 291474 members 
Entering Unmasked Estep 
Score: -30837862.000000 Penalty: 6415.255859
	Iteration 32Q: 3 clusters Score -3.083786e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121317 members 
Mstep: Class 2 contains 292833 members 
Entering Unmasked Estep 
Score: -30837916.000000 Penalty: 6415.255859
	Iteration 33Q: 3 clusters Score -3.083792e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120066 members 
Mstep: Class 2 contains 294084 members 
Entering Unmasked Estep 
Score: -30838068.000000 Penalty: 6415.255859
	Iteration 34Q: 3 clusters Score -3.083807e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118907 members 
Mstep: Class 2 contains 295243 members 
Entering Unmasked Estep 
Score: -30838172.000000 Penalty: 6415.255859
	Iteration 35Q: 3 clusters Score -3.083817e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117839 members 
Mstep: Class 2 contains 296311 members 
Entering Unmasked Estep 
Score: -30838356.000000 Penalty: 6415.255859
	Iteration 36Q: 3 clusters Score -3.083836e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116774 members 
Mstep: Class 2 contains 297376 members 
Entering Unmasked Estep 
Score: -30838516.000000 Penalty: 6415.255859
	Iteration 37Q: 3 clusters Score -3.083852e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115742 members 
Mstep: Class 2 contains 298408 members 
Entering Unmasked Estep 
Score: -30838510.000000 Penalty: 6415.255859
	Iteration 38Q: 3 clusters Score -3.083851e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114803 members 
Mstep: Class 2 contains 299347 members 
Entering Unmasked Estep 
Score: -30838644.000000 Penalty: 6415.255859
	Iteration 39Q: 3 clusters Score -3.083864e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113841 members 
Mstep: Class 2 contains 300309 members 
Entering Unmasked Estep 
Score: -30838728.000000 Penalty: 6415.255859
	Iteration 40F: 3 clusters Score -3.083873e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112937 members 
Mstep: Class 2 contains 301213 members 
Entering Unmasked Estep 
Score: -30838800.000000 Penalty: 6415.255859
	Iteration 41Q: 3 clusters Score -3.08388e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112069 members 
Mstep: Class 2 contains 302081 members 
Entering Unmasked Estep 
Score: -30838840.000000 Penalty: 6415.255859
	Iteration 42Q: 3 clusters Score -3.083884e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111267 members 
Mstep: Class 2 contains 302883 members 
Entering Unmasked Estep 
Score: -30838886.000000 Penalty: 6415.255859
	Iteration 43Q: 3 clusters Score -3.083889e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110550 members 
Mstep: Class 2 contains 303600 members 
Entering Unmasked Estep 
Score: -30838802.000000 Penalty: 6415.255859
	Iteration 44Q: 3 clusters Score -3.08388e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109890 members 
Mstep: Class 2 contains 304260 members 
Entering Unmasked Estep 
Score: -30838884.000000 Penalty: 6415.255859
	Iteration 45Q: 3 clusters Score -3.083888e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109246 members 
Mstep: Class 2 contains 304904 members 
Entering Unmasked Estep 
Score: -30838892.000000 Penalty: 6415.255859
	Iteration 46Q: 3 clusters Score -3.083889e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108678 members 
Mstep: Class 2 contains 305472 members 
Entering Unmasked Estep 
Score: -30839002.000000 Penalty: 6415.255859
	Iteration 47Q: 3 clusters Score -3.0839e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108110 members 
Mstep: Class 2 contains 306040 members 
Entering Unmasked Estep 
Score: -30839066.000000 Penalty: 6415.255859
	Iteration 48Q: 3 clusters Score -3.083907e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107546 members 
Mstep: Class 2 contains 306604 members 
Entering Unmasked Estep 
Score: -30839072.000000 Penalty: 6415.255859
	Iteration 49Q: 3 clusters Score -3.083907e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106991 members 
Mstep: Class 2 contains 307159 members 
Entering Unmasked Estep 
Score: -30839116.000000 Penalty: 6415.255859
	Iteration 50Q: 3 clusters Score -3.083912e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106492 members 
Mstep: Class 2 contains 307658 members 
Entering Unmasked Estep 
Score: -30839134.000000 Penalty: 6415.255859
	Iteration 51Q: 3 clusters Score -3.083913e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106016 members 
Mstep: Class 2 contains 308134 members 
Entering Unmasked Estep 
Score: -30839158.000000 Penalty: 6415.255859
	Iteration 52Q: 3 clusters Score -3.083916e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105542 members 
Mstep: Class 2 contains 308608 members 
Entering Unmasked Estep 
Score: -30839186.000000 Penalty: 6415.255859
	Iteration 53Q: 3 clusters Score -3.083919e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105127 members 
Mstep: Class 2 contains 309023 members 
Entering Unmasked Estep 
Score: -30839208.000000 Penalty: 6415.255859
	Iteration 54Q: 3 clusters Score -3.083921e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104691 members 
Mstep: Class 2 contains 309459 members 
Entering Unmasked Estep 
Score: -30839242.000000 Penalty: 6415.255859
	Iteration 55Q: 3 clusters Score -3.083924e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104250 members 
Mstep: Class 2 contains 309900 members 
Entering Unmasked Estep 
Score: -30839202.000000 Penalty: 6415.255859
	Iteration 56Q: 3 clusters Score -3.08392e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103823 members 
Mstep: Class 2 contains 310327 members 
Entering Unmasked Estep 
Score: -30839222.000000 Penalty: 6415.255859
	Iteration 57Q: 3 clusters Score -3.083922e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103383 members 
Mstep: Class 2 contains 310767 members 
Entering Unmasked Estep 
Score: -30839234.000000 Penalty: 6415.255859
	Iteration 58Q: 3 clusters Score -3.083923e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102946 members 
Mstep: Class 2 contains 311204 members 
Entering Unmasked Estep 
Score: -30839216.000000 Penalty: 6415.255859
	Iteration 59Q: 3 clusters Score -3.083922e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102540 members 
Mstep: Class 2 contains 311610 members 
Entering Unmasked Estep 
Score: -30839312.000000 Penalty: 6415.255859
	Iteration 60F: 3 clusters Score -3.083931e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102166 members 
Mstep: Class 2 contains 311984 members 
Entering Unmasked Estep 
Score: -30839326.000000 Penalty: 6415.255859
	Iteration 61Q: 3 clusters Score -3.083933e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101820 members 
Mstep: Class 2 contains 312330 members 
Entering Unmasked Estep 
Score: -30839308.000000 Penalty: 6415.255859
	Iteration 62Q: 3 clusters Score -3.083931e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101500 members 
Mstep: Class 2 contains 312650 members 
Entering Unmasked Estep 
Score: -30839284.000000 Penalty: 6415.255859
	Iteration 63Q: 3 clusters Score -3.083928e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101198 members 
Mstep: Class 2 contains 312952 members 
Entering Unmasked Estep 
Score: -30839242.000000 Penalty: 6415.255859
	Iteration 64Q: 3 clusters Score -3.083924e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100917 members 
Mstep: Class 2 contains 313233 members 
Entering Unmasked Estep 
Score: -30839312.000000 Penalty: 6415.255859
	Iteration 65Q: 3 clusters Score -3.083931e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100637 members 
Mstep: Class 2 contains 313513 members 
Entering Unmasked Estep 
Score: -30839294.000000 Penalty: 6415.255859
	Iteration 66Q: 3 clusters Score -3.083929e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100352 members 
Mstep: Class 2 contains 313798 members 
Entering Unmasked Estep 
Score: -30839346.000000 Penalty: 6415.255859
	Iteration 67Q: 3 clusters Score -3.083935e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100105 members 
Mstep: Class 2 contains 314045 members 
Entering Unmasked Estep 
Score: -30839310.000000 Penalty: 6415.255859
	Iteration 68Q: 3 clusters Score -3.083931e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99875 members 
Mstep: Class 2 contains 314275 members 
Entering Unmasked Estep 
Score: -30839262.000000 Penalty: 6415.255859
	Iteration 69Q: 3 clusters Score -3.083926e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99660 members 
Mstep: Class 2 contains 314490 members 
Entering Unmasked Estep 
Score: -30839296.000000 Penalty: 6415.255859
	Iteration 70Q: 3 clusters Score -3.08393e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99444 members 
Mstep: Class 2 contains 314706 members 
Entering Unmasked Estep 
Score: -30839328.000000 Penalty: 6415.255859
	Iteration 71Q: 3 clusters Score -3.083933e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99253 members 
Mstep: Class 2 contains 314897 members 
Entering Unmasked Estep 
Score: -30839346.000000 Penalty: 6415.255859
	Iteration 72Q: 3 clusters Score -3.083935e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99052 members 
Mstep: Class 2 contains 315098 members 
Entering Unmasked Estep 
Score: -30839372.000000 Penalty: 6415.255859
	Iteration 73Q: 3 clusters Score -3.083937e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98822 members 
Mstep: Class 2 contains 315328 members 
Entering Unmasked Estep 
Score: -30839376.000000 Penalty: 6415.255859
	Iteration 74Q: 3 clusters Score -3.083938e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98602 members 
Mstep: Class 2 contains 315548 members 
Entering Unmasked Estep 
Score: -30839346.000000 Penalty: 6415.255859
	Iteration 75Q: 3 clusters Score -3.083935e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98400 members 
Mstep: Class 2 contains 315750 members 
Entering Unmasked Estep 
Score: -30839364.000000 Penalty: 6415.255859
	Iteration 76Q: 3 clusters Score -3.083936e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98203 members 
Mstep: Class 2 contains 315947 members 
Entering Unmasked Estep 
Score: -30839376.000000 Penalty: 6415.255859
	Iteration 77Q: 3 clusters Score -3.083938e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98021 members 
Mstep: Class 2 contains 316129 members 
Entering Unmasked Estep 
Score: -30839422.000000 Penalty: 6415.255859
	Iteration 78Q: 3 clusters Score -3.083942e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97851 members 
Mstep: Class 2 contains 316299 members 
Entering Unmasked Estep 
Score: -30839404.000000 Penalty: 6415.255859
	Iteration 79Q: 3 clusters Score -3.08394e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97676 members 
Mstep: Class 2 contains 316474 members 
Entering Unmasked Estep 
Score: -30839434.000000 Penalty: 6415.255859
	Iteration 80F: 3 clusters Score -3.083943e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97509 members 
Mstep: Class 2 contains 316641 members 
Entering Unmasked Estep 
Score: -30839418.000000 Penalty: 6415.255859
	Iteration 81Q: 3 clusters Score -3.083942e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97344 members 
Mstep: Class 2 contains 316806 members 
Entering Unmasked Estep 
Score: -30839370.000000 Penalty: 6415.255859
	Iteration 82Q: 3 clusters Score -3.083937e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97176 members 
Mstep: Class 2 contains 316974 members 
Entering Unmasked Estep 
Score: -30839308.000000 Penalty: 6415.255859
	Iteration 83Q: 3 clusters Score -3.083931e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96996 members 
Mstep: Class 2 contains 317154 members 
Entering Unmasked Estep 
Score: -30839346.000000 Penalty: 6415.255859
	Iteration 84Q: 3 clusters Score -3.083935e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96841 members 
Mstep: Class 2 contains 317309 members 
Entering Unmasked Estep 
Score: -30839364.000000 Penalty: 6415.255859
	Iteration 85Q: 3 clusters Score -3.083936e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96680 members 
Mstep: Class 2 contains 317470 members 
Entering Unmasked Estep 
Score: -30839362.000000 Penalty: 6415.255859
	Iteration 86Q: 3 clusters Score -3.083936e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96528 members 
Mstep: Class 2 contains 317622 members 
Entering Unmasked Estep 
Score: -30839326.000000 Penalty: 6415.255859
	Iteration 87Q: 3 clusters Score -3.083933e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96397 members 
Mstep: Class 2 contains 317753 members 
Entering Unmasked Estep 
Score: -30839302.000000 Penalty: 6415.255859
	Iteration 88Q: 3 clusters Score -3.08393e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96272 members 
Mstep: Class 2 contains 317878 members 
Entering Unmasked Estep 
Score: -30839288.000000 Penalty: 6415.255859
	Iteration 89Q: 3 clusters Score -3.083929e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96143 members 
Mstep: Class 2 contains 318007 members 
Entering Unmasked Estep 
Score: -30839372.000000 Penalty: 6415.255859
	Iteration 90Q: 3 clusters Score -3.083937e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96014 members 
Mstep: Class 2 contains 318136 members 
Entering Unmasked Estep 
Score: -30839372.000000 Penalty: 6415.255859
	Iteration 91Q: 3 clusters Score -3.083937e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95896 members 
Mstep: Class 2 contains 318254 members 
Entering Unmasked Estep 
Score: -30839356.000000 Penalty: 6415.255859
	Iteration 92Q: 3 clusters Score -3.083936e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95772 members 
Mstep: Class 2 contains 318378 members 
Entering Unmasked Estep 
Score: -30839346.000000 Penalty: 6415.255859
	Iteration 93Q: 3 clusters Score -3.083935e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95654 members 
Mstep: Class 2 contains 318496 members 
Entering Unmasked Estep 
Score: -30839352.000000 Penalty: 6415.255859
	Iteration 94Q: 3 clusters Score -3.083935e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95537 members 
Mstep: Class 2 contains 318613 members 
Entering Unmasked Estep 
Score: -30839382.000000 Penalty: 6415.255859
	Iteration 95Q: 3 clusters Score -3.083938e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95438 members 
Mstep: Class 2 contains 318712 members 
Entering Unmasked Estep 
Score: -30839316.000000 Penalty: 6415.255859
	Iteration 96Q: 3 clusters Score -3.083932e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95359 members 
Mstep: Class 2 contains 318791 members 
Entering Unmasked Estep 
Score: -30839324.000000 Penalty: 6415.255859
	Iteration 97Q: 3 clusters Score -3.083932e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95275 members 
Mstep: Class 2 contains 318875 members 
Entering Unmasked Estep 
Score: -30839324.000000 Penalty: 6415.255859
	Iteration 98Q: 3 clusters Score -3.083932e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95192 members 
Mstep: Class 2 contains 318958 members 
Entering Unmasked Estep 
Score: -30839322.000000 Penalty: 6415.255859
	Iteration 99Q: 3 clusters Score -3.083932e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95102 members 
Mstep: Class 2 contains 319048 members 
Entering Unmasked Estep 
Score: -30839328.000000 Penalty: 6415.255859
	Iteration 100F: 3 clusters Score -3.083933e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95015 members 
Mstep: Class 2 contains 319135 members 
Entering Unmasked Estep 
Score: -30839362.000000 Penalty: 6415.255859
	Iteration 101Q: 3 clusters Score -3.083936e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94931 members 
Mstep: Class 2 contains 319219 members 
Entering Unmasked Estep 
Score: -30839348.000000 Penalty: 6415.255859
	Iteration 102Q: 3 clusters Score -3.083935e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94848 members 
Mstep: Class 2 contains 319302 members 
Entering Unmasked Estep 
Score: -30839302.000000 Penalty: 6415.255859
	Iteration 103Q: 3 clusters Score -3.08393e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94754 members 
Mstep: Class 2 contains 319396 members 
Entering Unmasked Estep 
Score: -30839286.000000 Penalty: 6415.255859
	Iteration 104Q: 3 clusters Score -3.083929e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94661 members 
Mstep: Class 2 contains 319489 members 
Entering Unmasked Estep 
Score: -30839292.000000 Penalty: 6415.255859
	Iteration 105Q: 3 clusters Score -3.083929e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94577 members 
Mstep: Class 2 contains 319573 members 
Entering Unmasked Estep 
Score: -30839314.000000 Penalty: 6415.255859
	Iteration 106Q: 3 clusters Score -3.083931e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94496 members 
Mstep: Class 2 contains 319654 members 
Entering Unmasked Estep 
Score: -30839282.000000 Penalty: 6415.255859
	Iteration 107Q: 3 clusters Score -3.083928e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94429 members 
Mstep: Class 2 contains 319721 members 
Entering Unmasked Estep 
Score: -30839292.000000 Penalty: 6415.255859
	Iteration 108Q: 3 clusters Score -3.083929e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94369 members 
Mstep: Class 2 contains 319781 members 
Entering Unmasked Estep 
Score: -30839328.000000 Penalty: 6415.255859
	Iteration 109Q: 3 clusters Score -3.083933e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94301 members 
Mstep: Class 2 contains 319849 members 
Entering Unmasked Estep 
Score: -30839356.000000 Penalty: 6415.255859
	Iteration 110Q: 3 clusters Score -3.083936e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94241 members 
Mstep: Class 2 contains 319909 members 
Entering Unmasked Estep 
Score: -30839316.000000 Penalty: 6415.255859
	Iteration 111Q: 3 clusters Score -3.083932e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94183 members 
Mstep: Class 2 contains 319967 members 
Entering Unmasked Estep 
Score: -30839306.000000 Penalty: 6415.255859
	Iteration 112Q: 3 clusters Score -3.083931e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94118 members 
Mstep: Class 2 contains 320032 members 
Entering Unmasked Estep 
Score: -30839324.000000 Penalty: 6415.255859
	Iteration 113Q: 3 clusters Score -3.083932e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94048 members 
Mstep: Class 2 contains 320102 members 
Entering Unmasked Estep 
Score: -30839330.000000 Penalty: 6415.255859
	Iteration 114Q: 3 clusters Score -3.083933e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93978 members 
Mstep: Class 2 contains 320172 members 
Entering Unmasked Estep 
Score: -30839308.000000 Penalty: 6415.255859
	Iteration 115Q: 3 clusters Score -3.083931e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93925 members 
Mstep: Class 2 contains 320225 members 
Entering Unmasked Estep 
Score: -30839332.000000 Penalty: 6415.255859
	Iteration 116Q: 3 clusters Score -3.083933e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93882 members 
Mstep: Class 2 contains 320268 members 
Entering Unmasked Estep 
Score: -30839344.000000 Penalty: 6415.255859
	Iteration 117Q: 3 clusters Score -3.083934e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93834 members 
Mstep: Class 2 contains 320316 members 
Entering Unmasked Estep 
Score: -30839328.000000 Penalty: 6415.255859
	Iteration 118Q: 3 clusters Score -3.083933e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93794 members 
Mstep: Class 2 contains 320356 members 
Entering Unmasked Estep 
Score: -30839346.000000 Penalty: 6415.255859
	Iteration 119Q: 3 clusters Score -3.083935e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93752 members 
Mstep: Class 2 contains 320398 members 
Entering Unmasked Estep 
Score: -30839340.000000 Penalty: 6415.255859
	Iteration 120F: 3 clusters Score -3.083934e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93718 members 
Mstep: Class 2 contains 320432 members 
Entering Unmasked Estep 
Score: -30839332.000000 Penalty: 6415.255859
	Iteration 121Q: 3 clusters Score -3.083933e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93689 members 
Mstep: Class 2 contains 320461 members 
Entering Unmasked Estep 
Score: -30839342.000000 Penalty: 6415.255859
	Iteration 122Q: 3 clusters Score -3.083934e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93662 members 
Mstep: Class 2 contains 320488 members 
Entering Unmasked Estep 
Score: -30839306.000000 Penalty: 6415.255859
	Iteration 123Q: 3 clusters Score -3.083931e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93630 members 
Mstep: Class 2 contains 320520 members 
Entering Unmasked Estep 
Score: -30839320.000000 Penalty: 6415.255859
	Iteration 124Q: 3 clusters Score -3.083932e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93596 members 
Mstep: Class 2 contains 320554 members 
Entering Unmasked Estep 
Score: -30839302.000000 Penalty: 6415.255859
	Iteration 125Q: 3 clusters Score -3.08393e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93559 members 
Mstep: Class 2 contains 320591 members 
Entering Unmasked Estep 
Score: -30839308.000000 Penalty: 6415.255859
	Iteration 126Q: 3 clusters Score -3.083931e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93530 members 
Mstep: Class 2 contains 320620 members 
Entering Unmasked Estep 
Score: -30839320.000000 Penalty: 6415.255859
	Iteration 127Q: 3 clusters Score -3.083932e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93505 members 
Mstep: Class 2 contains 320645 members 
Entering Unmasked Estep 
Score: -30839330.000000 Penalty: 6415.255859
	Iteration 128Q: 3 clusters Score -3.083933e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93477 members 
Mstep: Class 2 contains 320673 members 
Entering Unmasked Estep 
Score: -30839344.000000 Penalty: 6415.255859
	Iteration 129Q: 3 clusters Score -3.083934e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93447 members 
Mstep: Class 2 contains 320703 members 
Entering Unmasked Estep 
Score: -30839328.000000 Penalty: 6415.255859
	Iteration 130Q: 3 clusters Score -3.083933e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93413 members 
Mstep: Class 2 contains 320737 members 
Entering Unmasked Estep 
Score: -30839354.000000 Penalty: 6415.255859
	Iteration 131Q: 3 clusters Score -3.083935e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93380 members 
Mstep: Class 2 contains 320770 members 
Entering Unmasked Estep 
Score: -30839344.000000 Penalty: 6415.255859
	Iteration 132Q: 3 clusters Score -3.083934e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93353 members 
Mstep: Class 2 contains 320797 members 
Entering Unmasked Estep 
Score: -30839364.000000 Penalty: 6415.255859
	Iteration 133Q: 3 clusters Score -3.083936e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93325 members 
Mstep: Class 2 contains 320825 members 
Entering Unmasked Estep 
Score: -30839366.000000 Penalty: 6415.255859
	Iteration 134Q: 3 clusters Score -3.083937e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93294 members 
Mstep: Class 2 contains 320856 members 
Entering Unmasked Estep 
Score: -30839352.000000 Penalty: 6415.255859
	Iteration 135Q: 3 clusters Score -3.083935e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93272 members 
Mstep: Class 2 contains 320878 members 
Entering Unmasked Estep 
Score: -30839306.000000 Penalty: 6415.255859
	Iteration 136Q: 3 clusters Score -3.083931e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93246 members 
Mstep: Class 2 contains 320904 members 
Entering Unmasked Estep 
Score: -30839316.000000 Penalty: 6415.255859
	Iteration 137Q: 3 clusters Score -3.083932e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93216 members 
Mstep: Class 2 contains 320934 members 
Entering Unmasked Estep 
Score: -30839306.000000 Penalty: 6415.255859
	Iteration 138Q: 3 clusters Score -3.083931e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93184 members 
Mstep: Class 2 contains 320966 members 
Entering Unmasked Estep 
Score: -30839322.000000 Penalty: 6415.255859
	Iteration 139Q: 3 clusters Score -3.083932e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93151 members 
Mstep: Class 2 contains 320999 members 
Entering Unmasked Estep 
Score: -30839294.000000 Penalty: 6415.255859
	Iteration 140F: 3 clusters Score -3.083929e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93122 members 
Mstep: Class 2 contains 321028 members 
Entering Unmasked Estep 
Score: -30839312.000000 Penalty: 6415.255859
	Iteration 141Q: 3 clusters Score -3.083931e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93086 members 
Mstep: Class 2 contains 321064 members 
Entering Unmasked Estep 
Score: -30839288.000000 Penalty: 6415.255859
	Iteration 142Q: 3 clusters Score -3.083929e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93060 members 
Mstep: Class 2 contains 321090 members 
Entering Unmasked Estep 
Score: -30839288.000000 Penalty: 6415.255859
	Iteration 143Q: 3 clusters Score -3.083929e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93032 members 
Mstep: Class 2 contains 321118 members 
Entering Unmasked Estep 
Score: -30839302.000000 Penalty: 6415.255859
	Iteration 144Q: 3 clusters Score -3.08393e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93009 members 
Mstep: Class 2 contains 321141 members 
Entering Unmasked Estep 
Score: -30839284.000000 Penalty: 6415.255859
	Iteration 145Q: 3 clusters Score -3.083928e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92978 members 
Mstep: Class 2 contains 321172 members 
Entering Unmasked Estep 
Score: -30839292.000000 Penalty: 6415.255859
	Iteration 146Q: 3 clusters Score -3.083929e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92951 members 
Mstep: Class 2 contains 321199 members 
Entering Unmasked Estep 
Score: -30839312.000000 Penalty: 6415.255859
	Iteration 147Q: 3 clusters Score -3.083931e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92926 members 
Mstep: Class 2 contains 321224 members 
Entering Unmasked Estep 
Score: -30839314.000000 Penalty: 6415.255859
	Iteration 148Q: 3 clusters Score -3.083931e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92907 members 
Mstep: Class 2 contains 321243 members 
Entering Unmasked Estep 
Score: -30839318.000000 Penalty: 6415.255859
	Iteration 149Q: 3 clusters Score -3.083932e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92890 members 
Mstep: Class 2 contains 321260 members 
Entering Unmasked Estep 
Score: -30839306.000000 Penalty: 6415.255859
	Iteration 150Q: 3 clusters Score -3.083931e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92881 members 
Mstep: Class 2 contains 321269 members 
Entering Unmasked Estep 
Score: -30839318.000000 Penalty: 6415.255859
	Iteration 151Q: 3 clusters Score -3.083932e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92865 members 
Mstep: Class 2 contains 321285 members 
Entering Unmasked Estep 
Score: -30839326.000000 Penalty: 6415.255859
	Iteration 152Q: 3 clusters Score -3.083933e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92850 members 
Mstep: Class 2 contains 321300 members 
Entering Unmasked Estep 
Score: -30839338.000000 Penalty: 6415.255859
	Iteration 153Q: 3 clusters Score -3.083934e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92829 members 
Mstep: Class 2 contains 321321 members 
Entering Unmasked Estep 
Score: -30839332.000000 Penalty: 6415.255859
	Iteration 154Q: 3 clusters Score -3.083933e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92810 members 
Mstep: Class 2 contains 321340 members 
Entering Unmasked Estep 
Score: -30839350.000000 Penalty: 6415.255859
	Iteration 155Q: 3 clusters Score -3.083935e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92796 members 
Mstep: Class 2 contains 321354 members 
Entering Unmasked Estep 
Score: -30839336.000000 Penalty: 6415.255859
	Iteration 156Q: 3 clusters Score -3.083934e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92786 members 
Mstep: Class 2 contains 321364 members 
Entering Unmasked Estep 
Score: -30839330.000000 Penalty: 6415.255859
	Iteration 157Q: 3 clusters Score -3.083933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92775 members 
Mstep: Class 2 contains 321375 members 
Entering Unmasked Estep 
Score: -30839310.000000 Penalty: 6415.255859
	Iteration 158Q: 3 clusters Score -3.083931e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92767 members 
Mstep: Class 2 contains 321383 members 
Entering Unmasked Estep 
Score: -30839292.000000 Penalty: 6415.255859
	Iteration 159Q: 3 clusters Score -3.083929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92762 members 
Mstep: Class 2 contains 321388 members 
Entering Unmasked Estep 
Score: -30839314.000000 Penalty: 6415.255859
	Iteration 160F: 3 clusters Score -3.083931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92757 members 
Mstep: Class 2 contains 321393 members 
Entering Unmasked Estep 
Score: -30839314.000000 Penalty: 6415.255859
	Iteration 161Q: 3 clusters Score -3.083931e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92749 members 
Mstep: Class 2 contains 321401 members 
Entering Unmasked Estep 
Score: -30839316.000000 Penalty: 6415.255859
	Iteration 162Q: 3 clusters Score -3.083932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92742 members 
Mstep: Class 2 contains 321408 members 
Entering Unmasked Estep 
Score: -30839320.000000 Penalty: 6415.255859
	Iteration 163Q: 3 clusters Score -3.083932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92731 members 
Mstep: Class 2 contains 321419 members 
Entering Unmasked Estep 
Score: -30839334.000000 Penalty: 6415.255859
	Iteration 164Q: 3 clusters Score -3.083933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92720 members 
Mstep: Class 2 contains 321430 members 
Entering Unmasked Estep 
Score: -30839354.000000 Penalty: 6415.255859
	Iteration 165Q: 3 clusters Score -3.083935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92712 members 
Mstep: Class 2 contains 321438 members 
Entering Unmasked Estep 
Score: -30839344.000000 Penalty: 6415.255859
	Iteration 166Q: 3 clusters Score -3.083934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92700 members 
Mstep: Class 2 contains 321450 members 
Entering Unmasked Estep 
Score: -30839358.000000 Penalty: 6415.255859
	Iteration 167Q: 3 clusters Score -3.083936e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92684 members 
Mstep: Class 2 contains 321466 members 
Entering Unmasked Estep 
Score: -30839362.000000 Penalty: 6415.255859
	Iteration 168Q: 3 clusters Score -3.083936e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92660 members 
Mstep: Class 2 contains 321490 members 
Entering Unmasked Estep 
Score: -30839352.000000 Penalty: 6415.255859
	Iteration 169Q: 3 clusters Score -3.083935e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92633 members 
Mstep: Class 2 contains 321517 members 
Entering Unmasked Estep 
Score: -30839368.000000 Penalty: 6415.255859
	Iteration 170Q: 3 clusters Score -3.083937e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92607 members 
Mstep: Class 2 contains 321543 members 
Entering Unmasked Estep 
Score: -30839364.000000 Penalty: 6415.255859
	Iteration 171Q: 3 clusters Score -3.083936e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92585 members 
Mstep: Class 2 contains 321565 members 
Entering Unmasked Estep 
Score: -30839356.000000 Penalty: 6415.255859
	Iteration 172Q: 3 clusters Score -3.083936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92567 members 
Mstep: Class 2 contains 321583 members 
Entering Unmasked Estep 
Score: -30839352.000000 Penalty: 6415.255859
	Iteration 173Q: 3 clusters Score -3.083935e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92550 members 
Mstep: Class 2 contains 321600 members 
Entering Unmasked Estep 
Score: -30839362.000000 Penalty: 6415.255859
	Iteration 174Q: 3 clusters Score -3.083936e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92534 members 
Mstep: Class 2 contains 321616 members 
Entering Unmasked Estep 
Score: -30839374.000000 Penalty: 6415.255859
	Iteration 175Q: 3 clusters Score -3.083937e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92519 members 
Mstep: Class 2 contains 321631 members 
Entering Unmasked Estep 
Score: -30839346.000000 Penalty: 6415.255859
	Iteration 176Q: 3 clusters Score -3.083935e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92504 members 
Mstep: Class 2 contains 321646 members 
Entering Unmasked Estep 
Score: -30839334.000000 Penalty: 6415.255859
	Iteration 177Q: 3 clusters Score -3.083933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92493 members 
Mstep: Class 2 contains 321657 members 
Entering Unmasked Estep 
Score: -30839328.000000 Penalty: 6415.255859
	Iteration 178Q: 3 clusters Score -3.083933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92482 members 
Mstep: Class 2 contains 321668 members 
Entering Unmasked Estep 
Score: -30839328.000000 Penalty: 6415.255859
	Iteration 179Q: 3 clusters Score -3.083933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92472 members 
Mstep: Class 2 contains 321678 members 
Entering Unmasked Estep 
Score: -30839330.000000 Penalty: 6415.255859
	Iteration 180F: 3 clusters Score -3.083933e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92459 members 
Mstep: Class 2 contains 321691 members 
Entering Unmasked Estep 
Score: -30839362.000000 Penalty: 6415.255859
	Iteration 181Q: 3 clusters Score -3.083936e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92447 members 
Mstep: Class 2 contains 321703 members 
Entering Unmasked Estep 
Score: -30839348.000000 Penalty: 6415.255859
	Iteration 182Q: 3 clusters Score -3.083935e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92430 members 
Mstep: Class 2 contains 321720 members 
Entering Unmasked Estep 
Score: -30839352.000000 Penalty: 6415.255859
	Iteration 183Q: 3 clusters Score -3.083935e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92409 members 
Mstep: Class 2 contains 321741 members 
Entering Unmasked Estep 
Score: -30839360.000000 Penalty: 6415.255859
	Iteration 184Q: 3 clusters Score -3.083936e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92385 members 
Mstep: Class 2 contains 321765 members 
Entering Unmasked Estep 
Score: -30839364.000000 Penalty: 6415.255859
	Iteration 185Q: 3 clusters Score -3.083936e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92363 members 
Mstep: Class 2 contains 321787 members 
Entering Unmasked Estep 
Score: -30839368.000000 Penalty: 6415.255859
	Iteration 186Q: 3 clusters Score -3.083937e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92340 members 
Mstep: Class 2 contains 321810 members 
Entering Unmasked Estep 
Score: -30839368.000000 Penalty: 6415.255859
	Iteration 187Q: 3 clusters Score -3.083937e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92317 members 
Mstep: Class 2 contains 321833 members 
Entering Unmasked Estep 
Score: -30839412.000000 Penalty: 6415.255859
	Iteration 188Q: 3 clusters Score -3.083941e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92294 members 
Mstep: Class 2 contains 321856 members 
Entering Unmasked Estep 
Score: -30839404.000000 Penalty: 6415.255859
	Iteration 189Q: 3 clusters Score -3.08394e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92271 members 
Mstep: Class 2 contains 321879 members 
Entering Unmasked Estep 
Score: -30839410.000000 Penalty: 6415.255859
	Iteration 190Q: 3 clusters Score -3.083941e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92246 members 
Mstep: Class 2 contains 321904 members 
Entering Unmasked Estep 
Score: -30839438.000000 Penalty: 6415.255859
	Iteration 191Q: 3 clusters Score -3.083944e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92226 members 
Mstep: Class 2 contains 321924 members 
Entering Unmasked Estep 
Score: -30839454.000000 Penalty: 6415.255859
	Iteration 192Q: 3 clusters Score -3.083945e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92212 members 
Mstep: Class 2 contains 321938 members 
Entering Unmasked Estep 
Score: -30839430.000000 Penalty: 6415.255859
	Iteration 193Q: 3 clusters Score -3.083943e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92199 members 
Mstep: Class 2 contains 321951 members 
Entering Unmasked Estep 
Score: -30839444.000000 Penalty: 6415.255859
	Iteration 194Q: 3 clusters Score -3.083944e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92187 members 
Mstep: Class 2 contains 321963 members 
Entering Unmasked Estep 
Score: -30839438.000000 Penalty: 6415.255859
	Iteration 195Q: 3 clusters Score -3.083944e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92177 members 
Mstep: Class 2 contains 321973 members 
Entering Unmasked Estep 
Score: -30839440.000000 Penalty: 6415.255859
	Iteration 196Q: 3 clusters Score -3.083944e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92167 members 
Mstep: Class 2 contains 321983 members 
Entering Unmasked Estep 
Score: -30839426.000000 Penalty: 6415.255859
	Iteration 197Q: 3 clusters Score -3.083943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92160 members 
Mstep: Class 2 contains 321990 members 
Entering Unmasked Estep 
Score: -30839436.000000 Penalty: 6415.255859
	Iteration 198Q: 3 clusters Score -3.083944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92151 members 
Mstep: Class 2 contains 321999 members 
Entering Unmasked Estep 
Score: -30839430.000000 Penalty: 6415.255859
	Iteration 199Q: 3 clusters Score -3.083943e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92139 members 
Mstep: Class 2 contains 322011 members 
Entering Unmasked Estep 
Score: -30839432.000000 Penalty: 6415.255859
	Iteration 200F: 3 clusters Score -3.083943e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92124 members 
Mstep: Class 2 contains 322026 members 
Entering Unmasked Estep 
Score: -30839422.000000 Penalty: 6415.255859
	Iteration 201Q: 3 clusters Score -3.083942e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92105 members 
Mstep: Class 2 contains 322045 members 
Entering Unmasked Estep 
Score: -30839442.000000 Penalty: 6415.255859
	Iteration 202Q: 3 clusters Score -3.083944e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92085 members 
Mstep: Class 2 contains 322065 members 
Entering Unmasked Estep 
Score: -30839426.000000 Penalty: 6415.255859
	Iteration 203Q: 3 clusters Score -3.083943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92074 members 
Mstep: Class 2 contains 322076 members 
Entering Unmasked Estep 
Score: -30839432.000000 Penalty: 6415.255859
	Iteration 204Q: 3 clusters Score -3.083943e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92045 members 
Mstep: Class 2 contains 322105 members 
Entering Unmasked Estep 
Score: -30839410.000000 Penalty: 6415.255859
	Iteration 205Q: 3 clusters Score -3.083941e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92023 members 
Mstep: Class 2 contains 322127 members 
Entering Unmasked Estep 
Score: -30839398.000000 Penalty: 6415.255859
	Iteration 206Q: 3 clusters Score -3.08394e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91996 members 
Mstep: Class 2 contains 322154 members 
Entering Unmasked Estep 
Score: -30839406.000000 Penalty: 6415.255859
	Iteration 207Q: 3 clusters Score -3.083941e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91963 members 
Mstep: Class 2 contains 322187 members 
Entering Unmasked Estep 
Score: -30839412.000000 Penalty: 6415.255859
	Iteration 208Q: 3 clusters Score -3.083941e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91927 members 
Mstep: Class 2 contains 322223 members 
Entering Unmasked Estep 
Score: -30839406.000000 Penalty: 6415.255859
	Iteration 209Q: 3 clusters Score -3.083941e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91892 members 
Mstep: Class 2 contains 322258 members 
Entering Unmasked Estep 
Score: -30839436.000000 Penalty: 6415.255859
	Iteration 210Q: 3 clusters Score -3.083944e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91849 members 
Mstep: Class 2 contains 322301 members 
Entering Unmasked Estep 
Score: -30839448.000000 Penalty: 6415.255859
	Iteration 211Q: 3 clusters Score -3.083945e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91808 members 
Mstep: Class 2 contains 322342 members 
Entering Unmasked Estep 
Score: -30839436.000000 Penalty: 6415.255859
	Iteration 212Q: 3 clusters Score -3.083944e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91757 members 
Mstep: Class 2 contains 322393 members 
Entering Unmasked Estep 
Score: -30839446.000000 Penalty: 6415.255859
	Iteration 213Q: 3 clusters Score -3.083945e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91709 members 
Mstep: Class 2 contains 322441 members 
Entering Unmasked Estep 
Score: -30839424.000000 Penalty: 6415.255859
	Iteration 214Q: 3 clusters Score -3.083942e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91662 members 
Mstep: Class 2 contains 322488 members 
Entering Unmasked Estep 
Score: -30839432.000000 Penalty: 6415.255859
	Iteration 215Q: 3 clusters Score -3.083943e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91601 members 
Mstep: Class 2 contains 322549 members 
Entering Unmasked Estep 
Score: -30839438.000000 Penalty: 6415.255859
	Iteration 216Q: 3 clusters Score -3.083944e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91541 members 
Mstep: Class 2 contains 322609 members 
Entering Unmasked Estep 
Score: -30839448.000000 Penalty: 6415.255859
	Iteration 217Q: 3 clusters Score -3.083945e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91488 members 
Mstep: Class 2 contains 322662 members 
Entering Unmasked Estep 
Score: -30839444.000000 Penalty: 6415.255859
	Iteration 218Q: 3 clusters Score -3.083944e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91436 members 
Mstep: Class 2 contains 322714 members 
Entering Unmasked Estep 
Score: -30839452.000000 Penalty: 6415.255859
	Iteration 219Q: 3 clusters Score -3.083945e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91371 members 
Mstep: Class 2 contains 322779 members 
Entering Unmasked Estep 
Score: -30839422.000000 Penalty: 6415.255859
	Iteration 220F: 3 clusters Score -3.083942e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91311 members 
Mstep: Class 2 contains 322839 members 
Entering Unmasked Estep 
Score: -30839404.000000 Penalty: 6415.255859
	Iteration 221Q: 3 clusters Score -3.08394e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91257 members 
Mstep: Class 2 contains 322893 members 
Entering Unmasked Estep 
Score: -30839402.000000 Penalty: 6415.255859
	Iteration 222Q: 3 clusters Score -3.08394e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91200 members 
Mstep: Class 2 contains 322950 members 
Entering Unmasked Estep 
Score: -30839444.000000 Penalty: 6415.255859
	Iteration 223Q: 3 clusters Score -3.083944e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91146 members 
Mstep: Class 2 contains 323004 members 
Entering Unmasked Estep 
Score: -30839412.000000 Penalty: 6415.255859
	Iteration 224Q: 3 clusters Score -3.083941e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91098 members 
Mstep: Class 2 contains 323052 members 
Entering Unmasked Estep 
Score: -30839420.000000 Penalty: 6415.255859
	Iteration 225Q: 3 clusters Score -3.083942e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91053 members 
Mstep: Class 2 contains 323097 members 
Entering Unmasked Estep 
Score: -30839452.000000 Penalty: 6415.255859
	Iteration 226Q: 3 clusters Score -3.083945e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91011 members 
Mstep: Class 2 contains 323139 members 
Entering Unmasked Estep 
Score: -30839458.000000 Penalty: 6415.255859
	Iteration 227Q: 3 clusters Score -3.083946e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90970 members 
Mstep: Class 2 contains 323180 members 
Entering Unmasked Estep 
Score: -30839464.000000 Penalty: 6415.255859
	Iteration 228Q: 3 clusters Score -3.083946e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90934 members 
Mstep: Class 2 contains 323216 members 
Entering Unmasked Estep 
Score: -30839452.000000 Penalty: 6415.255859
	Iteration 229Q: 3 clusters Score -3.083945e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90900 members 
Mstep: Class 2 contains 323250 members 
Entering Unmasked Estep 
Score: -30839430.000000 Penalty: 6415.255859
	Iteration 230Q: 3 clusters Score -3.083943e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90867 members 
Mstep: Class 2 contains 323283 members 
Entering Unmasked Estep 
Score: -30839442.000000 Penalty: 6415.255859
	Iteration 231Q: 3 clusters Score -3.083944e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90842 members 
Mstep: Class 2 contains 323308 members 
Entering Unmasked Estep 
Score: -30839420.000000 Penalty: 6415.255859
	Iteration 232Q: 3 clusters Score -3.083942e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90812 members 
Mstep: Class 2 contains 323338 members 
Entering Unmasked Estep 
Score: -30839440.000000 Penalty: 6415.255859
	Iteration 233Q: 3 clusters Score -3.083944e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90782 members 
Mstep: Class 2 contains 323368 members 
Entering Unmasked Estep 
Score: -30839450.000000 Penalty: 6415.255859
	Iteration 234Q: 3 clusters Score -3.083945e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90744 members 
Mstep: Class 2 contains 323406 members 
Entering Unmasked Estep 
Score: -30839400.000000 Penalty: 6415.255859
	Iteration 235Q: 3 clusters Score -3.08394e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90714 members 
Mstep: Class 2 contains 323436 members 
Entering Unmasked Estep 
Score: -30839372.000000 Penalty: 6415.255859
	Iteration 236Q: 3 clusters Score -3.083937e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90686 members 
Mstep: Class 2 contains 323464 members 
Entering Unmasked Estep 
Score: -30839378.000000 Penalty: 6415.255859
	Iteration 237Q: 3 clusters Score -3.083938e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90655 members 
Mstep: Class 2 contains 323495 members 
Entering Unmasked Estep 
Score: -30839392.000000 Penalty: 6415.255859
	Iteration 238Q: 3 clusters Score -3.083939e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90621 members 
Mstep: Class 2 contains 323529 members 
Entering Unmasked Estep 
Score: -30839398.000000 Penalty: 6415.255859
	Iteration 239Q: 3 clusters Score -3.08394e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90594 members 
Mstep: Class 2 contains 323556 members 
Entering Unmasked Estep 
Score: -30839400.000000 Penalty: 6415.255859
	Iteration 240F: 3 clusters Score -3.08394e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90572 members 
Mstep: Class 2 contains 323578 members 
Entering Unmasked Estep 
Score: -30839390.000000 Penalty: 6415.255859
	Iteration 241Q: 3 clusters Score -3.083939e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90547 members 
Mstep: Class 2 contains 323603 members 
Entering Unmasked Estep 
Score: -30839398.000000 Penalty: 6415.255859
	Iteration 242Q: 3 clusters Score -3.08394e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90519 members 
Mstep: Class 2 contains 323631 members 
Entering Unmasked Estep 
Score: -30839394.000000 Penalty: 6415.255859
	Iteration 243Q: 3 clusters Score -3.083939e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90490 members 
Mstep: Class 2 contains 323660 members 
Entering Unmasked Estep 
Score: -30839408.000000 Penalty: 6415.255859
	Iteration 244Q: 3 clusters Score -3.083941e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90457 members 
Mstep: Class 2 contains 323693 members 
Entering Unmasked Estep 
Score: -30839420.000000 Penalty: 6415.255859
	Iteration 245Q: 3 clusters Score -3.083942e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90429 members 
Mstep: Class 2 contains 323721 members 
Entering Unmasked Estep 
Score: -30839418.000000 Penalty: 6415.255859
	Iteration 246Q: 3 clusters Score -3.083942e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90395 members 
Mstep: Class 2 contains 323755 members 
Entering Unmasked Estep 
Score: -30839420.000000 Penalty: 6415.255859
	Iteration 247Q: 3 clusters Score -3.083942e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90359 members 
Mstep: Class 2 contains 323791 members 
Entering Unmasked Estep 
Score: -30839428.000000 Penalty: 6415.255859
	Iteration 248Q: 3 clusters Score -3.083943e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90327 members 
Mstep: Class 2 contains 323823 members 
Entering Unmasked Estep 
Score: -30839446.000000 Penalty: 6415.255859
	Iteration 249Q: 3 clusters Score -3.083945e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90292 members 
Mstep: Class 2 contains 323858 members 
Entering Unmasked Estep 
Score: -30839484.000000 Penalty: 6415.255859
	Iteration 250Q: 3 clusters Score -3.083948e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90253 members 
Mstep: Class 2 contains 323897 members 
Entering Unmasked Estep 
Score: -30839434.000000 Penalty: 6415.255859
	Iteration 251Q: 3 clusters Score -3.083943e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90221 members 
Mstep: Class 2 contains 323929 members 
Entering Unmasked Estep 
Score: -30839430.000000 Penalty: 6415.255859
	Iteration 252Q: 3 clusters Score -3.083943e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90201 members 
Mstep: Class 2 contains 323949 members 
Entering Unmasked Estep 
Score: -30839446.000000 Penalty: 6415.255859
	Iteration 253Q: 3 clusters Score -3.083945e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90187 members 
Mstep: Class 2 contains 323963 members 
Entering Unmasked Estep 
Score: -30839428.000000 Penalty: 6415.255859
	Iteration 254Q: 3 clusters Score -3.083943e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90174 members 
Mstep: Class 2 contains 323976 members 
Entering Unmasked Estep 
Score: -30839402.000000 Penalty: 6415.255859
	Iteration 255Q: 3 clusters Score -3.08394e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90160 members 
Mstep: Class 2 contains 323990 members 
Entering Unmasked Estep 
Score: -30839408.000000 Penalty: 6415.255859
	Iteration 256Q: 3 clusters Score -3.083941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90152 members 
Mstep: Class 2 contains 323998 members 
Entering Unmasked Estep 
Score: -30839416.000000 Penalty: 6415.255859
	Iteration 257Q: 3 clusters Score -3.083942e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90142 members 
Mstep: Class 2 contains 324008 members 
Entering Unmasked Estep 
Score: -30839402.000000 Penalty: 6415.255859
	Iteration 258Q: 3 clusters Score -3.08394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90129 members 
Mstep: Class 2 contains 324021 members 
Entering Unmasked Estep 
Score: -30839380.000000 Penalty: 6415.255859
	Iteration 259Q: 3 clusters Score -3.083938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90113 members 
Mstep: Class 2 contains 324037 members 
Entering Unmasked Estep 
Score: -30839370.000000 Penalty: 6415.255859
	Iteration 260F: 3 clusters Score -3.083937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90102 members 
Mstep: Class 2 contains 324048 members 
Entering Unmasked Estep 
Score: -30839368.000000 Penalty: 6415.255859
	Iteration 261Q: 3 clusters Score -3.083937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90092 members 
Mstep: Class 2 contains 324058 members 
Entering Unmasked Estep 
Score: -30839402.000000 Penalty: 6415.255859
	Iteration 262Q: 3 clusters Score -3.08394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90080 members 
Mstep: Class 2 contains 324070 members 
Entering Unmasked Estep 
Score: -30839378.000000 Penalty: 6415.255859
	Iteration 263Q: 3 clusters Score -3.083938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90071 members 
Mstep: Class 2 contains 324079 members 
Entering Unmasked Estep 
Score: -30839358.000000 Penalty: 6415.255859
	Iteration 264Q: 3 clusters Score -3.083936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90065 members 
Mstep: Class 2 contains 324085 members 
Entering Unmasked Estep 
Score: -30839378.000000 Penalty: 6415.255859
	Iteration 265Q: 3 clusters Score -3.083938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90058 members 
Mstep: Class 2 contains 324092 members 
Entering Unmasked Estep 
Score: -30839356.000000 Penalty: 6415.255859
	Iteration 266Q: 3 clusters Score -3.083936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90052 members 
Mstep: Class 2 contains 324098 members 
Entering Unmasked Estep 
Score: -30839368.000000 Penalty: 6415.255859
	Iteration 267Q: 3 clusters Score -3.083937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90044 members 
Mstep: Class 2 contains 324106 members 
Entering Unmasked Estep 
Score: -30839376.000000 Penalty: 6415.255859
	Iteration 268Q: 3 clusters Score -3.083938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90035 members 
Mstep: Class 2 contains 324115 members 
Entering Unmasked Estep 
Score: -30839392.000000 Penalty: 6415.255859
	Iteration 269Q: 3 clusters Score -3.083939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90024 members 
Mstep: Class 2 contains 324126 members 
Entering Unmasked Estep 
Score: -30839402.000000 Penalty: 6415.255859
	Iteration 270Q: 3 clusters Score -3.08394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90020 members 
Mstep: Class 2 contains 324130 members 
Entering Unmasked Estep 
Score: -30839380.000000 Penalty: 6415.255859
	Iteration 271Q: 3 clusters Score -3.083938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90017 members 
Mstep: Class 2 contains 324133 members 
Entering Unmasked Estep 
Score: -30839384.000000 Penalty: 6415.255859
	Iteration 272Q: 3 clusters Score -3.083938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90010 members 
Mstep: Class 2 contains 324140 members 
Entering Unmasked Estep 
Score: -30839390.000000 Penalty: 6415.255859
	Iteration 273Q: 3 clusters Score -3.083939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90003 members 
Mstep: Class 2 contains 324147 members 
Entering Unmasked Estep 
Score: -30839386.000000 Penalty: 6415.255859
	Iteration 274Q: 3 clusters Score -3.083939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89995 members 
Mstep: Class 2 contains 324155 members 
Entering Unmasked Estep 
Score: -30839378.000000 Penalty: 6415.255859
	Iteration 275Q: 3 clusters Score -3.083938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89992 members 
Mstep: Class 2 contains 324158 members 
Entering Unmasked Estep 
Score: -30839378.000000 Penalty: 6415.255859
	Iteration 276Q: 3 clusters Score -3.083938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89990 members 
Mstep: Class 2 contains 324160 members 
Entering Unmasked Estep 
Score: -30839382.000000 Penalty: 6415.255859
	Iteration 277Q: 3 clusters Score -3.083938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89988 members 
Mstep: Class 2 contains 324162 members 
Entering Unmasked Estep 
Score: -30839376.000000 Penalty: 6415.255859
	Iteration 278Q: 3 clusters Score -3.083938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89986 members 
Mstep: Class 2 contains 324164 members 
Entering Unmasked Estep 
Score: -30839372.000000 Penalty: 6415.255859
	Iteration 279Q: 3 clusters Score -3.083937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89982 members 
Mstep: Class 2 contains 324168 members 
Entering Unmasked Estep 
Score: -30839364.000000 Penalty: 6415.255859
	Iteration 280F: 3 clusters Score -3.083936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89974 members 
Mstep: Class 2 contains 324176 members 
Entering Unmasked Estep 
Score: -30839340.000000 Penalty: 6415.255859
	Iteration 281Q: 3 clusters Score -3.083934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89970 members 
Mstep: Class 2 contains 324180 members 
Entering Unmasked Estep 
Score: -30839344.000000 Penalty: 6415.255859
	Iteration 282Q: 3 clusters Score -3.083934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89969 members 
Mstep: Class 2 contains 324181 members 
Entering Unmasked Estep 
Score: -30839342.000000 Penalty: 6415.255859
	Iteration 283Q: 3 clusters Score -3.083934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89966 members 
Mstep: Class 2 contains 324184 members 
Entering Unmasked Estep 
Score: -30839354.000000 Penalty: 6415.255859
	Iteration 284Q: 3 clusters Score -3.083935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89963 members 
Mstep: Class 2 contains 324187 members 
Entering Unmasked Estep 
Score: -30839344.000000 Penalty: 6415.255859
	Iteration 285Q: 3 clusters Score -3.083934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89961 members 
Mstep: Class 2 contains 324189 members 
Entering Unmasked Estep 
Score: -30839342.000000 Penalty: 6415.255859
	Iteration 286Q: 3 clusters Score -3.083934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89960 members 
Mstep: Class 2 contains 324190 members 
Entering Unmasked Estep 
Score: -30839328.000000 Penalty: 6415.255859
	Iteration 287Q: 3 clusters Score -3.083933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89957 members 
Mstep: Class 2 contains 324193 members 
Entering Unmasked Estep 
Score: -30839324.000000 Penalty: 6415.255859
	Iteration 288Q: 3 clusters Score -3.083932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89954 members 
Mstep: Class 2 contains 324196 members 
Entering Unmasked Estep 
Score: -30839340.000000 Penalty: 6415.255859
	Iteration 289Q: 3 clusters Score -3.083934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89952 members 
Mstep: Class 2 contains 324198 members 
Entering Unmasked Estep 
Score: -30839340.000000 Penalty: 6415.255859
	Iteration 290Q: 3 clusters Score -3.083934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89948 members 
Mstep: Class 2 contains 324202 members 
Entering Unmasked Estep 
Score: -30839340.000000 Penalty: 6415.255859
	Iteration 291Q: 3 clusters Score -3.083934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89945 members 
Mstep: Class 2 contains 324205 members 
Entering Unmasked Estep 
Score: -30839336.000000 Penalty: 6415.255859
	Iteration 292Q: 3 clusters Score -3.083934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89941 members 
Mstep: Class 2 contains 324209 members 
Entering Unmasked Estep 
Score: -30839346.000000 Penalty: 6415.255859
	Iteration 293Q: 3 clusters Score -3.083935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89937 members 
Mstep: Class 2 contains 324213 members 
Entering Unmasked Estep 
Score: -30839340.000000 Penalty: 6415.255859
	Iteration 294Q: 3 clusters Score -3.083934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89936 members 
Mstep: Class 2 contains 324214 members 
Entering Unmasked Estep 
Score: -30839340.000000 Penalty: 6415.255859
	Iteration 295Q: 3 clusters Score -3.083934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89936 members 
Mstep: Class 2 contains 324214 members 
Entering Unmasked Estep 
Score: -30839340.000000 Penalty: 6415.255859
	Iteration 296F: 3 clusters Score -3.083934e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Entering Unmasked Estep 
Score: -1868392.750000 Penalty: 2492.380859
	Iteration 0F: 2 clusters Score -1868393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1852232.000000 Penalty: 4984.761719
	Iteration 0F: 3 clusters Score -1852232 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1857643.375000 Penalty: 4984.761719
	Iteration 1F: 3 clusters Score -1857643 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1858083.500000 Penalty: 4984.761719
	Iteration 2F: 3 clusters Score -1858084 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1858506.750000 Penalty: 4984.761719
	Iteration 3Q: 3 clusters Score -1858507 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1859001.875000 Penalty: 4984.761719
	Iteration 4Q: 3 clusters Score -1859002 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1859638.000000 Penalty: 4984.761719
	Iteration 5Q: 3 clusters Score -1859638 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1860432.250000 Penalty: 4984.761719
	Iteration 6F: 3 clusters Score -1860432 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1861427.250000 Penalty: 4984.761719
	Iteration 7F: 3 clusters Score -1861427 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -1862609.125000 Penalty: 4984.761719
	Iteration 8F: 3 clusters Score -1862609 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -1863928.750000 Penalty: 4984.761719
	Iteration 9F: 3 clusters Score -1863929 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -1865149.500000 Penalty: 4984.761719
	Iteration 10F: 3 clusters Score -1865150 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -1866066.250000 Penalty: 4984.761719
	Iteration 11Q: 3 clusters Score -1866066 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -1866660.000000 Penalty: 4984.761719
	Iteration 12Q: 3 clusters Score -1866660 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -1867077.875000 Penalty: 4984.761719
	Iteration 13Q: 3 clusters Score -1867078 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -1867298.250000 Penalty: 4984.761719
	Iteration 14Q: 3 clusters Score -1867298 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -1867394.750000 Penalty: 4984.761719
	Iteration 15Q: 3 clusters Score -1867395 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -1867466.625000 Penalty: 4984.761719
	Iteration 16Q: 3 clusters Score -1867467 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -1867515.625000 Penalty: 4984.761719
	Iteration 17Q: 3 clusters Score -1867516 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -1867547.750000 Penalty: 4984.761719
	Iteration 18Q: 3 clusters Score -1867548 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -1867585.125000 Penalty: 4984.761719
	Iteration 19Q: 3 clusters Score -1867585 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -1867604.750000 Penalty: 4984.761719
	Iteration 20F: 3 clusters Score -1867605 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -1867615.750000 Penalty: 4984.761719
	Iteration 21Q: 3 clusters Score -1867616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -1867627.625000 Penalty: 4984.761719
	Iteration 22Q: 3 clusters Score -1867628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -1867630.125000 Penalty: 4984.761719
	Iteration 23Q: 3 clusters Score -1867630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -1867636.375000 Penalty: 4984.761719
	Iteration 24Q: 3 clusters Score -1867636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -1867642.500000 Penalty: 4984.761719
	Iteration 25Q: 3 clusters Score -1867642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -1867639.875000 Penalty: 4984.761719
	Iteration 26Q: 3 clusters Score -1867640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -1867649.000000 Penalty: 4984.761719
	Iteration 27Q: 3 clusters Score -1867649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -1867646.750000 Penalty: 4984.761719
	Iteration 28Q: 3 clusters Score -1867647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -1867651.500000 Penalty: 4984.761719
	Iteration 29Q: 3 clusters Score -1867652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -1867654.000000 Penalty: 4984.761719
	Iteration 30Q: 3 clusters Score -1867654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -1867658.000000 Penalty: 4984.761719
	Iteration 31Q: 3 clusters Score -1867658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -1867659.500000 Penalty: 4984.761719
	Iteration 32Q: 3 clusters Score -1867660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -1867658.875000 Penalty: 4984.761719
	Iteration 33Q: 3 clusters Score -1867659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -1867661.000000 Penalty: 4984.761719
	Iteration 34Q: 3 clusters Score -1867661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -1867658.625000 Penalty: 4984.761719
	Iteration 35Q: 3 clusters Score -1867659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -1867662.625000 Penalty: 4984.761719
	Iteration 36Q: 3 clusters Score -1867663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -1867662.625000 Penalty: 4984.761719
	Iteration 37F: 3 clusters Score -1867663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Entering Unmasked Estep 
Score: -662290.125000 Penalty: 2324.158936
	Iteration 0F: 2 clusters Score -662290.1 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 5825 members 
Entering Unmasked Estep 
Score: -653687.625000 Penalty: 4648.317871
	Iteration 0F: 3 clusters Score -653687.6 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -659661.437500 Penalty: 4648.317871
	Iteration 1F: 3 clusters Score -659661.4 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -664700.000000 Penalty: 4648.317871
	Iteration 2F: 3 clusters Score -664700 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -668770.937500 Penalty: 4648.317871
	Iteration 3F: 3 clusters Score -668770.9 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -670899.875000 Penalty: 4648.317871
	Iteration 4F: 3 clusters Score -670899.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -672169.312500 Penalty: 4648.317871
	Iteration 5Q: 3 clusters Score -672169.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -673334.437500 Penalty: 4648.317871
	Iteration 6Q: 3 clusters Score -673334.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -674676.187500 Penalty: 4648.317871
	Iteration 7Q: 3 clusters Score -674676.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -676229.062500 Penalty: 4648.317871
	Iteration 8Q: 3 clusters Score -676229.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -677703.062500 Penalty: 4648.317871
	Iteration 9Q: 3 clusters Score -677703.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -678267.375000 Penalty: 4648.317871
	Iteration 10Q: 3 clusters Score -678267.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -678466.875000 Penalty: 4648.317871
	Iteration 11Q: 3 clusters Score -678466.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -678559.750000 Penalty: 4648.317871
	Iteration 12Q: 3 clusters Score -678559.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -678595.312500 Penalty: 4648.317871
	Iteration 13Q: 3 clusters Score -678595.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -678609.250000 Penalty: 4648.317871
	Iteration 14Q: 3 clusters Score -678609.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -678615.187500 Penalty: 4648.317871
	Iteration 15Q: 3 clusters Score -678615.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -678614.750000 Penalty: 4648.317871
	Iteration 16Q: 3 clusters Score -678614.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -678618.062500 Penalty: 4648.317871
	Iteration 17Q: 3 clusters Score -678618.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -678621.750000 Penalty: 4648.317871
	Iteration 18Q: 3 clusters Score -678621.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -678627.125000 Penalty: 4648.317871
	Iteration 19Q: 3 clusters Score -678627.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -678634.125000 Penalty: 4648.317871
	Iteration 20F: 3 clusters Score -678634.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -678633.750000 Penalty: 4648.317871
	Iteration 21Q: 3 clusters Score -678633.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -678635.812500 Penalty: 4648.317871
	Iteration 22Q: 3 clusters Score -678635.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -678635.812500 Penalty: 4648.317871
	Iteration 23Q: 3 clusters Score -678635.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -678635.625000 Penalty: 4648.317871
	Iteration 24Q: 3 clusters Score -678635.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -678635.375000 Penalty: 4648.317871
	Iteration 25Q: 3 clusters Score -678635.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -678634.562500 Penalty: 4648.317871
	Iteration 26Q: 3 clusters Score -678634.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -678636.562500 Penalty: 4648.317871
	Iteration 27Q: 3 clusters Score -678636.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -678635.000000 Penalty: 4648.317871
	Iteration 28Q: 3 clusters Score -678635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -678635.687500 Penalty: 4648.317871
	Iteration 29Q: 3 clusters Score -678635.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -678635.687500 Penalty: 4648.317871
	Iteration 30F: 3 clusters Score -678635.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 216405 members 
Mstep: Class 3 contains 86716 members 
Mstep: Class 4 contains 23969 members 
Mstep: Class 5 contains 201076 members 
Mstep: Class 6 contains 7075 members 
Mstep: Class 7 contains 9239 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 85827 members 
Mstep: Class 10 contains 414150 members 
Mstep: Class 11 contains 23154 members 
Mstep: Class 12 contains 7510 members 
Mstep: Class 13 contains 34757 members 
Mstep: Class 14 contains 8377 members 
Mstep: Class 15 contains 24053 members 
Mstep: Class 16 contains 128064 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 27671 members 
Mstep: Class 19 contains 9893 members 
Mstep: Class 20 contains 10249 members 
Mstep: Class 21 contains 37204 members 
Mstep: Class 22 contains 18201 members 
Mstep: Class 23 contains 8425 members 
Mstep: Class 24 contains 4240 members 
Entering Unmasked Estep 
Score: -102116296.000000 Penalty: 84300.320312
Splitting cluster 12 changes total score from -102083088.000000 to -102116296.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (34757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Entering Unmasked Estep 
Score: -2431319.500000 Penalty: 2593.121826
	Iteration 0F: 2 clusters Score -2431320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2407753.750000 Penalty: 5186.243652
	Iteration 0F: 3 clusters Score -2407754 nChanged 15822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2419232.500000 Penalty: 5186.243652
	Iteration 1F: 3 clusters Score -2419232 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2427787.500000 Penalty: 5186.243652
	Iteration 2F: 3 clusters Score -2427788 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -2441214.500000 Penalty: 5186.243652
	Iteration 3F: 3 clusters Score -2441214 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -2452125.250000 Penalty: 5186.243652
	Iteration 4F: 3 clusters Score -2452125 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -2458667.000000 Penalty: 5186.243652
	Iteration 5F: 3 clusters Score -2458667 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -2459960.000000 Penalty: 5186.243652
	Iteration 6Q: 3 clusters Score -2459960 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -2460248.000000 Penalty: 5186.243652
	Iteration 7Q: 3 clusters Score -2460248 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -2460384.000000 Penalty: 5186.243652
	Iteration 8Q: 3 clusters Score -2460384 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -2460456.000000 Penalty: 5186.243652
	Iteration 9Q: 3 clusters Score -2460456 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -2460477.250000 Penalty: 5186.243652
	Iteration 10Q: 3 clusters Score -2460477 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -2460495.000000 Penalty: 5186.243652
	Iteration 11Q: 3 clusters Score -2460495 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -2460503.250000 Penalty: 5186.243652
	Iteration 12Q: 3 clusters Score -2460503 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -2460500.250000 Penalty: 5186.243652
	Iteration 13Q: 3 clusters Score -2460500 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -2460504.750000 Penalty: 5186.243652
	Iteration 14Q: 3 clusters Score -2460505 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -2460510.750000 Penalty: 5186.243652
	Iteration 15Q: 3 clusters Score -2460511 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -2460528.000000 Penalty: 5186.243652
	Iteration 16Q: 3 clusters Score -2460528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -2460527.500000 Penalty: 5186.243652
	Iteration 17Q: 3 clusters Score -2460528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -2460538.500000 Penalty: 5186.243652
	Iteration 18Q: 3 clusters Score -2460538 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -2460546.500000 Penalty: 5186.243652
	Iteration 19Q: 3 clusters Score -2460546 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -2460558.250000 Penalty: 5186.243652
	Iteration 20F: 3 clusters Score -2460558 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -2460562.750000 Penalty: 5186.243652
	Iteration 21Q: 3 clusters Score -2460563 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -2460567.750000 Penalty: 5186.243652
	Iteration 22Q: 3 clusters Score -2460568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -2460577.000000 Penalty: 5186.243652
	Iteration 23Q: 3 clusters Score -2460577 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -2460589.250000 Penalty: 5186.243652
	Iteration 24Q: 3 clusters Score -2460589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -2460581.250000 Penalty: 5186.243652
	Iteration 25Q: 3 clusters Score -2460581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -2460589.500000 Penalty: 5186.243652
	Iteration 26Q: 3 clusters Score -2460590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -2460594.750000 Penalty: 5186.243652
	Iteration 27Q: 3 clusters Score -2460595 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -2460591.500000 Penalty: 5186.243652
	Iteration 28Q: 3 clusters Score -2460592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -2460596.750000 Penalty: 5186.243652
	Iteration 29Q: 3 clusters Score -2460597 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -2460604.750000 Penalty: 5186.243652
	Iteration 30Q: 3 clusters Score -2460605 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -2460605.250000 Penalty: 5186.243652
	Iteration 31Q: 3 clusters Score -2460605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -2460609.000000 Penalty: 5186.243652
	Iteration 32Q: 3 clusters Score -2460609 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -2460602.500000 Penalty: 5186.243652
	Iteration 33Q: 3 clusters Score -2460602 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -2460611.000000 Penalty: 5186.243652
	Iteration 34Q: 3 clusters Score -2460611 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -2460611.000000 Penalty: 5186.243652
	Iteration 35Q: 3 clusters Score -2460611 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -2460627.750000 Penalty: 5186.243652
	Iteration 36Q: 3 clusters Score -2460628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -2460633.000000 Penalty: 5186.243652
	Iteration 37Q: 3 clusters Score -2460633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -2460642.250000 Penalty: 5186.243652
	Iteration 38Q: 3 clusters Score -2460642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -2460633.750000 Penalty: 5186.243652
	Iteration 39Q: 3 clusters Score -2460634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -2460644.000000 Penalty: 5186.243652
	Iteration 40F: 3 clusters Score -2460644 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -2460653.000000 Penalty: 5186.243652
	Iteration 41Q: 3 clusters Score -2460653 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -2460661.000000 Penalty: 5186.243652
	Iteration 42Q: 3 clusters Score -2460661 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -2460664.750000 Penalty: 5186.243652
	Iteration 43Q: 3 clusters Score -2460665 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -2460676.000000 Penalty: 5186.243652
	Iteration 44Q: 3 clusters Score -2460676 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -2460692.000000 Penalty: 5186.243652
	Iteration 45Q: 3 clusters Score -2460692 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -2460717.750000 Penalty: 5186.243652
	Iteration 46Q: 3 clusters Score -2460718 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -2460749.500000 Penalty: 5186.243652
	Iteration 47Q: 3 clusters Score -2460750 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -2460753.250000 Penalty: 5186.243652
	Iteration 48Q: 3 clusters Score -2460753 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -2460780.000000 Penalty: 5186.243652
	Iteration 49Q: 3 clusters Score -2460780 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -2460825.250000 Penalty: 5186.243652
	Iteration 50Q: 3 clusters Score -2460825 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -2460876.500000 Penalty: 5186.243652
	Iteration 51Q: 3 clusters Score -2460876 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -2460954.000000 Penalty: 5186.243652
	Iteration 52Q: 3 clusters Score -2460954 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -2461082.250000 Penalty: 5186.243652
	Iteration 53Q: 3 clusters Score -2461082 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2461186.250000 Penalty: 5186.243652
	Iteration 54Q: 3 clusters Score -2461186 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -2461323.250000 Penalty: 5186.243652
	Iteration 55Q: 3 clusters Score -2461323 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -2461502.000000 Penalty: 5186.243652
	Iteration 56Q: 3 clusters Score -2461502 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2461650.000000 Penalty: 5186.243652
	Iteration 57Q: 3 clusters Score -2461650 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -2461756.000000 Penalty: 5186.243652
	Iteration 58Q: 3 clusters Score -2461756 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2461821.000000 Penalty: 5186.243652
	Iteration 59Q: 3 clusters Score -2461821 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -2461882.750000 Penalty: 5186.243652
	Iteration 60F: 3 clusters Score -2461883 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -2461922.750000 Penalty: 5186.243652
	Iteration 61Q: 3 clusters Score -2461923 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -2461954.500000 Penalty: 5186.243652
	Iteration 62Q: 3 clusters Score -2461954 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2461974.750000 Penalty: 5186.243652
	Iteration 63Q: 3 clusters Score -2461975 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -2461988.750000 Penalty: 5186.243652
	Iteration 64Q: 3 clusters Score -2461989 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -2462008.250000 Penalty: 5186.243652
	Iteration 65Q: 3 clusters Score -2462008 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2462011.250000 Penalty: 5186.243652
	Iteration 66Q: 3 clusters Score -2462011 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2462022.500000 Penalty: 5186.243652
	Iteration 67Q: 3 clusters Score -2462022 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -2462033.500000 Penalty: 5186.243652
	Iteration 68Q: 3 clusters Score -2462034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -2462037.750000 Penalty: 5186.243652
	Iteration 69Q: 3 clusters Score -2462038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -2462040.000000 Penalty: 5186.243652
	Iteration 70Q: 3 clusters Score -2462040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2462043.250000 Penalty: 5186.243652
	Iteration 71Q: 3 clusters Score -2462043 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2462045.500000 Penalty: 5186.243652
	Iteration 72Q: 3 clusters Score -2462046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2462044.250000 Penalty: 5186.243652
	Iteration 73Q: 3 clusters Score -2462044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2462049.000000 Penalty: 5186.243652
	Iteration 74Q: 3 clusters Score -2462049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2462044.750000 Penalty: 5186.243652
	Iteration 75Q: 3 clusters Score -2462045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2462050.250000 Penalty: 5186.243652
	Iteration 76Q: 3 clusters Score -2462050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2462047.750000 Penalty: 5186.243652
	Iteration 77Q: 3 clusters Score -2462048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2462045.750000 Penalty: 5186.243652
	Iteration 78Q: 3 clusters Score -2462046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2462042.750000 Penalty: 5186.243652
	Iteration 79Q: 3 clusters Score -2462043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2462040.750000 Penalty: 5186.243652
	Iteration 80F: 3 clusters Score -2462041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -2462041.750000 Penalty: 5186.243652
	Iteration 81Q: 3 clusters Score -2462042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2462043.250000 Penalty: 5186.243652
	Iteration 82Q: 3 clusters Score -2462043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2462043.000000 Penalty: 5186.243652
	Iteration 83Q: 3 clusters Score -2462043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2462043.000000 Penalty: 5186.243652
	Iteration 84F: 3 clusters Score -2462043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 216405 members 
Mstep: Class 3 contains 86716 members 
Mstep: Class 4 contains 23969 members 
Mstep: Class 5 contains 201076 members 
Mstep: Class 6 contains 7075 members 
Mstep: Class 7 contains 9239 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 85827 members 
Mstep: Class 10 contains 414150 members 
Mstep: Class 11 contains 23154 members 
Mstep: Class 12 contains 7510 members 
Mstep: Class 13 contains 15124 members 
Mstep: Class 14 contains 8377 members 
Mstep: Class 15 contains 24053 members 
Mstep: Class 16 contains 128064 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 27671 members 
Mstep: Class 19 contains 9893 members 
Mstep: Class 20 contains 10249 members 
Mstep: Class 21 contains 37204 members 
Mstep: Class 22 contains 18201 members 
Mstep: Class 23 contains 8425 members 
Mstep: Class 24 contains 4240 members 
Mstep: Class 25 contains 19633 members 
Entering Unmasked Estep 
Score: -102146064.000000 Penalty: 87812.828125
Splitting cluster 13 changes total score from -102083088.000000 to -102146064.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (24053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Entering Unmasked Estep 
Score: -1758334.625000 Penalty: 2501.827637
	Iteration 0F: 2 clusters Score -1758335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1741618.250000 Penalty: 5003.655273
	Iteration 0F: 3 clusters Score -1741618 nChanged 10814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1748595.250000 Penalty: 5003.655273
	Iteration 1F: 3 clusters Score -1748595 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1751266.375000 Penalty: 5003.655273
	Iteration 2F: 3 clusters Score -1751266 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1753833.000000 Penalty: 5003.655273
	Iteration 3F: 3 clusters Score -1753833 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1755569.750000 Penalty: 5003.655273
	Iteration 4F: 3 clusters Score -1755570 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1756724.750000 Penalty: 5003.655273
	Iteration 5F: 3 clusters Score -1756725 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1757434.625000 Penalty: 5003.655273
	Iteration 6F: 3 clusters Score -1757435 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1757858.875000 Penalty: 5003.655273
	Iteration 7Q: 3 clusters Score -1757859 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1758147.000000 Penalty: 5003.655273
	Iteration 8Q: 3 clusters Score -1758147 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1758389.500000 Penalty: 5003.655273
	Iteration 9Q: 3 clusters Score -1758390 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1758561.500000 Penalty: 5003.655273
	Iteration 10Q: 3 clusters Score -1758562 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1758684.125000 Penalty: 5003.655273
	Iteration 11Q: 3 clusters Score -1758684 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1758801.625000 Penalty: 5003.655273
	Iteration 12Q: 3 clusters Score -1758802 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1758896.250000 Penalty: 5003.655273
	Iteration 13Q: 3 clusters Score -1758896 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1758963.750000 Penalty: 5003.655273
	Iteration 14Q: 3 clusters Score -1758964 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1759020.875000 Penalty: 5003.655273
	Iteration 15Q: 3 clusters Score -1759021 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1759072.750000 Penalty: 5003.655273
	Iteration 16Q: 3 clusters Score -1759073 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -1759105.375000 Penalty: 5003.655273
	Iteration 17Q: 3 clusters Score -1759105 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1759148.000000 Penalty: 5003.655273
	Iteration 18Q: 3 clusters Score -1759148 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -1759174.000000 Penalty: 5003.655273
	Iteration 19Q: 3 clusters Score -1759174 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1759200.500000 Penalty: 5003.655273
	Iteration 20F: 3 clusters Score -1759200 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1759218.625000 Penalty: 5003.655273
	Iteration 21Q: 3 clusters Score -1759219 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1759243.000000 Penalty: 5003.655273
	Iteration 22Q: 3 clusters Score -1759243 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -1759252.500000 Penalty: 5003.655273
	Iteration 23Q: 3 clusters Score -1759252 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -1759268.000000 Penalty: 5003.655273
	Iteration 24Q: 3 clusters Score -1759268 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1759274.625000 Penalty: 5003.655273
	Iteration 25Q: 3 clusters Score -1759275 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -1759285.500000 Penalty: 5003.655273
	Iteration 26Q: 3 clusters Score -1759286 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1759291.750000 Penalty: 5003.655273
	Iteration 27Q: 3 clusters Score -1759292 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1759301.000000 Penalty: 5003.655273
	Iteration 28Q: 3 clusters Score -1759301 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1759302.500000 Penalty: 5003.655273
	Iteration 29Q: 3 clusters Score -1759302 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -1759310.875000 Penalty: 5003.655273
	Iteration 30Q: 3 clusters Score -1759311 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -1759316.000000 Penalty: 5003.655273
	Iteration 31Q: 3 clusters Score -1759316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -1759314.250000 Penalty: 5003.655273
	Iteration 32Q: 3 clusters Score -1759314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -1759317.000000 Penalty: 5003.655273
	Iteration 33Q: 3 clusters Score -1759317 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -1759324.625000 Penalty: 5003.655273
	Iteration 34Q: 3 clusters Score -1759325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -1759325.250000 Penalty: 5003.655273
	Iteration 35Q: 3 clusters Score -1759325 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1759331.125000 Penalty: 5003.655273
	Iteration 36Q: 3 clusters Score -1759331 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -1759333.250000 Penalty: 5003.655273
	Iteration 37Q: 3 clusters Score -1759333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -1759328.625000 Penalty: 5003.655273
	Iteration 38Q: 3 clusters Score -1759329 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -1759334.875000 Penalty: 5003.655273
	Iteration 39Q: 3 clusters Score -1759335 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -1759346.875000 Penalty: 5003.655273
	Iteration 40F: 3 clusters Score -1759347 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -1759348.375000 Penalty: 5003.655273
	Iteration 41Q: 3 clusters Score -1759348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -1759350.125000 Penalty: 5003.655273
	Iteration 42Q: 3 clusters Score -1759350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1759352.000000 Penalty: 5003.655273
	Iteration 43Q: 3 clusters Score -1759352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -1759353.250000 Penalty: 5003.655273
	Iteration 44Q: 3 clusters Score -1759353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -1759360.625000 Penalty: 5003.655273
	Iteration 45Q: 3 clusters Score -1759361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -1759359.875000 Penalty: 5003.655273
	Iteration 46Q: 3 clusters Score -1759360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -1759358.125000 Penalty: 5003.655273
	Iteration 47Q: 3 clusters Score -1759358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -1759357.250000 Penalty: 5003.655273
	Iteration 48Q: 3 clusters Score -1759357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1759357.375000 Penalty: 5003.655273
	Iteration 49Q: 3 clusters Score -1759357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -1759362.750000 Penalty: 5003.655273
	Iteration 50Q: 3 clusters Score -1759363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -1759365.000000 Penalty: 5003.655273
	Iteration 51Q: 3 clusters Score -1759365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1759360.125000 Penalty: 5003.655273
	Iteration 52Q: 3 clusters Score -1759360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -1759362.000000 Penalty: 5003.655273
	Iteration 53Q: 3 clusters Score -1759362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -1759364.625000 Penalty: 5003.655273
	Iteration 54Q: 3 clusters Score -1759365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1759362.625000 Penalty: 5003.655273
	Iteration 55Q: 3 clusters Score -1759363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -1759362.125000 Penalty: 5003.655273
	Iteration 56Q: 3 clusters Score -1759362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -1759362.125000 Penalty: 5003.655273
	Iteration 57F: 3 clusters Score -1759362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 216405 members 
Mstep: Class 3 contains 86716 members 
Mstep: Class 4 contains 23969 members 
Mstep: Class 5 contains 201076 members 
Mstep: Class 6 contains 7075 members 
Mstep: Class 7 contains 9239 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 85827 members 
Mstep: Class 10 contains 414150 members 
Mstep: Class 11 contains 23154 members 
Mstep: Class 12 contains 7510 members 
Mstep: Class 13 contains 15124 members 
Mstep: Class 14 contains 8377 members 
Mstep: Class 15 contains 7441 members 
Mstep: Class 16 contains 128064 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 27671 members 
Mstep: Class 19 contains 9893 members 
Mstep: Class 20 contains 10249 members 
Mstep: Class 21 contains 37204 members 
Mstep: Class 22 contains 18201 members 
Mstep: Class 23 contains 8425 members 
Mstep: Class 24 contains 4240 members 
Mstep: Class 25 contains 19633 members 
Mstep: Class 26 contains 16612 members 
Entering Unmasked Estep 
Score: -102146096.000000 Penalty: 91325.343750
Splitting cluster 15 changes total score from -102083088.000000 to -102146096.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (128064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128064 members 
Entering Unmasked Estep 
Score: -9779983.000000 Penalty: 2916.550781
	Iteration 0F: 2 clusters Score -9779983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64072 members 
Mstep: Class 2 contains 63992 members 
Entering Unmasked Estep 
Score: -9693936.000000 Penalty: 5833.101562
	Iteration 0F: 3 clusters Score -9693936 nChanged 61035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -9731041.000000 Penalty: 5833.101562
	Iteration 1F: 3 clusters Score -9731041 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62178 members 
Mstep: Class 2 contains 65886 members 
Entering Unmasked Estep 
Score: -9733773.000000 Penalty: 5833.101562
	Iteration 2Q: 3 clusters Score -9733773 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61063 members 
Mstep: Class 2 contains 67001 members 
Entering Unmasked Estep 
Score: -9737682.000000 Penalty: 5833.101562
	Iteration 3F: 3 clusters Score -9737682 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60096 members 
Mstep: Class 2 contains 67968 members 
Entering Unmasked Estep 
Score: -9742738.000000 Penalty: 5833.101562
	Iteration 4F: 3 clusters Score -9742738 nChanged 8732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 68458 members 
Entering Unmasked Estep 
Score: -9748326.000000 Penalty: 5833.101562
	Iteration 5F: 3 clusters Score -9748326 nChanged 8336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59832 members 
Mstep: Class 2 contains 68232 members 
Entering Unmasked Estep 
Score: -9753544.000000 Penalty: 5833.101562
	Iteration 6F: 3 clusters Score -9753544 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60677 members 
Mstep: Class 2 contains 67387 members 
Entering Unmasked Estep 
Score: -9758335.000000 Penalty: 5833.101562
	Iteration 7F: 3 clusters Score -9758335 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61588 members 
Mstep: Class 2 contains 66476 members 
Entering Unmasked Estep 
Score: -9762310.000000 Penalty: 5833.101562
	Iteration 8Q: 3 clusters Score -9762310 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62104 members 
Mstep: Class 2 contains 65960 members 
Entering Unmasked Estep 
Score: -9765573.000000 Penalty: 5833.101562
	Iteration 9Q: 3 clusters Score -9765573 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61914 members 
Mstep: Class 2 contains 66150 members 
Entering Unmasked Estep 
Score: -9767739.000000 Penalty: 5833.101562
	Iteration 10Q: 3 clusters Score -9767739 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61212 members 
Mstep: Class 2 contains 66852 members 
Entering Unmasked Estep 
Score: -9768980.000000 Penalty: 5833.101562
	Iteration 11Q: 3 clusters Score -9768980 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60307 members 
Mstep: Class 2 contains 67757 members 
Entering Unmasked Estep 
Score: -9769613.000000 Penalty: 5833.101562
	Iteration 12Q: 3 clusters Score -9769613 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
Score: -9769965.000000 Penalty: 5833.101562
	Iteration 13Q: 3 clusters Score -9769965 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 69651 members 
Entering Unmasked Estep 
Score: -9770160.000000 Penalty: 5833.101562
	Iteration 14Q: 3 clusters Score -9770160 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57500 members 
Mstep: Class 2 contains 70564 members 
Entering Unmasked Estep 
Score: -9770405.000000 Penalty: 5833.101562
	Iteration 15Q: 3 clusters Score -9770405 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56602 members 
Mstep: Class 2 contains 71462 members 
Entering Unmasked Estep 
Score: -9770498.000000 Penalty: 5833.101562
	Iteration 16Q: 3 clusters Score -9770498 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55704 members 
Mstep: Class 2 contains 72360 members 
Entering Unmasked Estep 
Score: -9770661.000000 Penalty: 5833.101562
	Iteration 17Q: 3 clusters Score -9770661 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54840 members 
Mstep: Class 2 contains 73224 members 
Entering Unmasked Estep 
Score: -9770860.000000 Penalty: 5833.101562
	Iteration 18Q: 3 clusters Score -9770860 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 74142 members 
Entering Unmasked Estep 
Score: -9771023.000000 Penalty: 5833.101562
	Iteration 19Q: 3 clusters Score -9771023 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53044 members 
Mstep: Class 2 contains 75020 members 
Entering Unmasked Estep 
Score: -9771109.000000 Penalty: 5833.101562
	Iteration 20F: 3 clusters Score -9771109 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Mstep: Class 2 contains 75939 members 
Entering Unmasked Estep 
Score: -9771211.000000 Penalty: 5833.101562
	Iteration 21Q: 3 clusters Score -9771211 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51265 members 
Mstep: Class 2 contains 76799 members 
Entering Unmasked Estep 
Score: -9771380.000000 Penalty: 5833.101562
	Iteration 22Q: 3 clusters Score -9771380 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50437 members 
Mstep: Class 2 contains 77627 members 
Entering Unmasked Estep 
Score: -9771504.000000 Penalty: 5833.101562
	Iteration 23Q: 3 clusters Score -9771504 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 78443 members 
Entering Unmasked Estep 
Score: -9771652.000000 Penalty: 5833.101562
	Iteration 24Q: 3 clusters Score -9771652 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 79217 members 
Entering Unmasked Estep 
Score: -9771773.000000 Penalty: 5833.101562
	Iteration 25Q: 3 clusters Score -9771773 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 79944 members 
Entering Unmasked Estep 
Score: -9771912.000000 Penalty: 5833.101562
	Iteration 26Q: 3 clusters Score -9771912 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 80650 members 
Entering Unmasked Estep 
Score: -9771996.000000 Penalty: 5833.101562
	Iteration 27Q: 3 clusters Score -9771996 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 81300 members 
Entering Unmasked Estep 
Score: -9772068.000000 Penalty: 5833.101562
	Iteration 28Q: 3 clusters Score -9772068 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 81939 members 
Entering Unmasked Estep 
Score: -9772096.000000 Penalty: 5833.101562
	Iteration 29Q: 3 clusters Score -9772096 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 82556 members 
Entering Unmasked Estep 
Score: -9772181.000000 Penalty: 5833.101562
	Iteration 30Q: 3 clusters Score -9772181 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 83141 members 
Entering Unmasked Estep 
Score: -9772234.000000 Penalty: 5833.101562
	Iteration 31Q: 3 clusters Score -9772234 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 83684 members 
Entering Unmasked Estep 
Score: -9772235.000000 Penalty: 5833.101562
	Iteration 32Q: 3 clusters Score -9772235 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 84180 members 
Entering Unmasked Estep 
Score: -9772288.000000 Penalty: 5833.101562
	Iteration 33Q: 3 clusters Score -9772288 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 84680 members 
Entering Unmasked Estep 
Score: -9772342.000000 Penalty: 5833.101562
	Iteration 34Q: 3 clusters Score -9772342 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 85147 members 
Entering Unmasked Estep 
Score: -9772414.000000 Penalty: 5833.101562
	Iteration 35Q: 3 clusters Score -9772414 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 85581 members 
Entering Unmasked Estep 
Score: -9772474.000000 Penalty: 5833.101562
	Iteration 36Q: 3 clusters Score -9772474 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 85995 members 
Entering Unmasked Estep 
Score: -9772521.000000 Penalty: 5833.101562
	Iteration 37Q: 3 clusters Score -9772521 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 86411 members 
Entering Unmasked Estep 
Score: -9772583.000000 Penalty: 5833.101562
	Iteration 38Q: 3 clusters Score -9772583 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 86799 members 
Entering Unmasked Estep 
Score: -9772648.000000 Penalty: 5833.101562
	Iteration 39Q: 3 clusters Score -9772648 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 87155 members 
Entering Unmasked Estep 
Score: -9772652.000000 Penalty: 5833.101562
	Iteration 40F: 3 clusters Score -9772652 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 87517 members 
Entering Unmasked Estep 
Score: -9772706.000000 Penalty: 5833.101562
	Iteration 41Q: 3 clusters Score -9772706 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 87869 members 
Entering Unmasked Estep 
Score: -9772712.000000 Penalty: 5833.101562
	Iteration 42Q: 3 clusters Score -9772712 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 88220 members 
Entering Unmasked Estep 
Score: -9772754.000000 Penalty: 5833.101562
	Iteration 43Q: 3 clusters Score -9772754 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 88533 members 
Entering Unmasked Estep 
Score: -9772809.000000 Penalty: 5833.101562
	Iteration 44Q: 3 clusters Score -9772809 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 88822 members 
Entering Unmasked Estep 
Score: -9772859.000000 Penalty: 5833.101562
	Iteration 45Q: 3 clusters Score -9772859 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 89115 members 
Entering Unmasked Estep 
Score: -9772848.000000 Penalty: 5833.101562
	Iteration 46Q: 3 clusters Score -9772848 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 89361 members 
Entering Unmasked Estep 
Score: -9772858.000000 Penalty: 5833.101562
	Iteration 47Q: 3 clusters Score -9772858 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 89583 members 
Entering Unmasked Estep 
Score: -9772842.000000 Penalty: 5833.101562
	Iteration 48Q: 3 clusters Score -9772842 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 89785 members 
Entering Unmasked Estep 
Score: -9772857.000000 Penalty: 5833.101562
	Iteration 49Q: 3 clusters Score -9772857 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 89976 members 
Entering Unmasked Estep 
Score: -9772852.000000 Penalty: 5833.101562
	Iteration 50Q: 3 clusters Score -9772852 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 90171 members 
Entering Unmasked Estep 
Score: -9772875.000000 Penalty: 5833.101562
	Iteration 51Q: 3 clusters Score -9772875 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 90381 members 
Entering Unmasked Estep 
Score: -9772847.000000 Penalty: 5833.101562
	Iteration 52Q: 3 clusters Score -9772847 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 90589 members 
Entering Unmasked Estep 
Score: -9772855.000000 Penalty: 5833.101562
	Iteration 53Q: 3 clusters Score -9772855 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 90770 members 
Entering Unmasked Estep 
Score: -9772866.000000 Penalty: 5833.101562
	Iteration 54Q: 3 clusters Score -9772866 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 90966 members 
Entering Unmasked Estep 
Score: -9772862.000000 Penalty: 5833.101562
	Iteration 55Q: 3 clusters Score -9772862 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 91145 members 
Entering Unmasked Estep 
Score: -9772868.000000 Penalty: 5833.101562
	Iteration 56Q: 3 clusters Score -9772868 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 91307 members 
Entering Unmasked Estep 
Score: -9772883.000000 Penalty: 5833.101562
	Iteration 57Q: 3 clusters Score -9772883 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 91454 members 
Entering Unmasked Estep 
Score: -9772890.000000 Penalty: 5833.101562
	Iteration 58Q: 3 clusters Score -9772890 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 91579 members 
Entering Unmasked Estep 
Score: -9772910.000000 Penalty: 5833.101562
	Iteration 59Q: 3 clusters Score -9772910 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 91696 members 
Entering Unmasked Estep 
Score: -9772915.000000 Penalty: 5833.101562
	Iteration 60F: 3 clusters Score -9772915 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 91805 members 
Entering Unmasked Estep 
Score: -9772936.000000 Penalty: 5833.101562
	Iteration 61Q: 3 clusters Score -9772936 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 91915 members 
Entering Unmasked Estep 
Score: -9772946.000000 Penalty: 5833.101562
	Iteration 62Q: 3 clusters Score -9772946 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 92013 members 
Entering Unmasked Estep 
Score: -9772947.000000 Penalty: 5833.101562
	Iteration 63Q: 3 clusters Score -9772947 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 92111 members 
Entering Unmasked Estep 
Score: -9772938.000000 Penalty: 5833.101562
	Iteration 64Q: 3 clusters Score -9772938 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 92205 members 
Entering Unmasked Estep 
Score: -9772944.000000 Penalty: 5833.101562
	Iteration 65Q: 3 clusters Score -9772944 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 92282 members 
Entering Unmasked Estep 
Score: -9772934.000000 Penalty: 5833.101562
	Iteration 66Q: 3 clusters Score -9772934 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 92346 members 
Entering Unmasked Estep 
Score: -9772925.000000 Penalty: 5833.101562
	Iteration 67Q: 3 clusters Score -9772925 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 92400 members 
Entering Unmasked Estep 
Score: -9772908.000000 Penalty: 5833.101562
	Iteration 68Q: 3 clusters Score -9772908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 92451 members 
Entering Unmasked Estep 
Score: -9772904.000000 Penalty: 5833.101562
	Iteration 69Q: 3 clusters Score -9772904 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 92496 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9772908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 92538 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9772912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 92573 members 
Entering Unmasked Estep 
Score: -9772911.000000 Penalty: 5833.101562
	Iteration 72Q: 3 clusters Score -9772911 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 92613 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9772906 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 92654 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9772909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 92687 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9772926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 92721 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9772920 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 92761 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9772917 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 92812 members 
Entering Unmasked Estep 
Score: -9772923.000000 Penalty: 5833.101562
	Iteration 78Q: 3 clusters Score -9772923 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 92858 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9772933 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 92910 members 
Entering Unmasked Estep 
Score: -9772927.000000 Penalty: 5833.101562
	Iteration 80F: 3 clusters Score -9772927 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 92969 members 
Entering Unmasked Estep 
Score: -9772916.000000 Penalty: 5833.101562
	Iteration 81Q: 3 clusters Score -9772916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 93008 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9772935 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 93045 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9772935 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 93082 members 
Entering Unmasked Estep 
Score: -9772936.000000 Penalty: 5833.101562
	Iteration 84Q: 3 clusters Score -9772936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 93115 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9772920 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 93154 members 
Entering Unmasked Estep 
Score: -9772927.000000 Penalty: 5833.101562
	Iteration 86Q: 3 clusters Score -9772927 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 93196 members 
Entering Unmasked Estep 
Score: -9772929.000000 Penalty: 5833.101562
	Iteration 87Q: 3 clusters Score -9772929 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 93240 members 
Entering Unmasked Estep 
Score: -9772946.000000 Penalty: 5833.101562
	Iteration 88Q: 3 clusters Score -9772946 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 93283 members 
Entering Unmasked Estep 
Score: -9772957.000000 Penalty: 5833.101562
	Iteration 89Q: 3 clusters Score -9772957 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 93330 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9772966 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 93379 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9772963 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 93426 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9772963 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 93470 members 
Entering Unmasked Estep 
Score: -9772952.000000 Penalty: 5833.101562
	Iteration 93Q: 3 clusters Score -9772952 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 93520 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9772955 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 93573 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9772964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 93625 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9772968 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 93676 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9772956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 93717 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9772958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 93755 members 
Entering Unmasked Estep 
Score: -9772945.000000 Penalty: 5833.101562
	Iteration 99Q: 3 clusters Score -9772945 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 93786 members 
Entering Unmasked Estep 
Score: -9772950.000000 Penalty: 5833.101562
	Iteration 100F: 3 clusters Score -9772950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 93815 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9772954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 93834 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9772954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 93846 members 
Entering Unmasked Estep 
Score: -9772961.000000 Penalty: 5833.101562
	Iteration 103Q: 3 clusters Score -9772961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 93853 members 
Entering Unmasked Estep 
Score: -9772951.000000 Penalty: 5833.101562
	Iteration 104Q: 3 clusters Score -9772951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 93861 members 
Entering Unmasked Estep 
Score: -9772949.000000 Penalty: 5833.101562
	Iteration 105Q: 3 clusters Score -9772949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 93873 members 
Entering Unmasked Estep 
Score: -9772965.000000 Penalty: 5833.101562
	Iteration 106Q: 3 clusters Score -9772965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 93889 members 
Entering Unmasked Estep 
Score: -9772980.000000 Penalty: 5833.101562
	Iteration 107Q: 3 clusters Score -9772980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 93903 members 
Entering Unmasked Estep 
Score: -9772966.000000 Penalty: 5833.101562
	Iteration 108Q: 3 clusters Score -9772966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 93922 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9772966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 93934 members 
Entering Unmasked Estep 
Score: -9772962.000000 Penalty: 5833.101562
	Iteration 110Q: 3 clusters Score -9772962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 93943 members 
Entering Unmasked Estep 
Score: -9772982.000000 Penalty: 5833.101562
	Iteration 111Q: 3 clusters Score -9772982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 93951 members 
Entering Unmasked Estep 
Score: -9772979.000000 Penalty: 5833.101562
	Iteration 112Q: 3 clusters Score -9772979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 93962 members 
Entering Unmasked Estep 
Score: -9772970.000000 Penalty: 5833.101562
	Iteration 113Q: 3 clusters Score -9772970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 93975 members 
Entering Unmasked Estep 
Score: -9772978.000000 Penalty: 5833.101562
	Iteration 114Q: 3 clusters Score -9772978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 93984 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9772974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 93993 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9772965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 94004 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9772980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 94018 members 
Entering Unmasked Estep 
Score: -9772976.000000 Penalty: 5833.101562
	Iteration 118Q: 3 clusters Score -9772976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 94037 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9772976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 94057 members 
Entering Unmasked Estep 
Score: -9772983.000000 Penalty: 5833.101562
	Iteration 120F: 3 clusters Score -9772983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 94070 members 
Entering Unmasked Estep 
Score: -9772984.000000 Penalty: 5833.101562
	Iteration 121Q: 3 clusters Score -9772984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 94086 members 
Entering Unmasked Estep 
Score: -9772971.000000 Penalty: 5833.101562
	Iteration 122Q: 3 clusters Score -9772971 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 94104 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9772980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 94126 members 
Entering Unmasked Estep 
Score: -9772981.000000 Penalty: 5833.101562
	Iteration 124Q: 3 clusters Score -9772981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 94144 members 
Entering Unmasked Estep 
Score: -9772997.000000 Penalty: 5833.101562
	Iteration 125Q: 3 clusters Score -9772997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 94161 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9773000 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 94175 members 
Entering Unmasked Estep 
Score: -9772988.000000 Penalty: 5833.101562
	Iteration 127Q: 3 clusters Score -9772988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 94192 members 
Entering Unmasked Estep 
Score: -9772986.000000 Penalty: 5833.101562
	Iteration 128Q: 3 clusters Score -9772986 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 94210 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9773000 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 94226 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9773000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 94237 members 
Entering Unmasked Estep 
Score: -9772999.000000 Penalty: 5833.101562
	Iteration 131Q: 3 clusters Score -9772999 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 94249 members 
Entering Unmasked Estep 
Score: -9772998.000000 Penalty: 5833.101562
	Iteration 132Q: 3 clusters Score -9772998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 94274 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9773008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 94302 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9773008 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 94325 members 
Entering Unmasked Estep 
Score: -9773011.000000 Penalty: 5833.101562
	Iteration 135Q: 3 clusters Score -9773011 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 94348 members 
Entering Unmasked Estep 
Score: -9773002.000000 Penalty: 5833.101562
	Iteration 136Q: 3 clusters Score -9773002 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 94364 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9772989 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 94377 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9772989 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 94388 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9772996 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 94399 members 
Entering Unmasked Estep 
Score: -9772997.000000 Penalty: 5833.101562
	Iteration 140F: 3 clusters Score -9772997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 94406 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9772997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 94415 members 
Entering Unmasked Estep 
Score: -9772993.000000 Penalty: 5833.101562
	Iteration 142Q: 3 clusters Score -9772993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 94422 members 
Entering Unmasked Estep 
Score: -9772994.000000 Penalty: 5833.101562
	Iteration 143Q: 3 clusters Score -9772994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 94436 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9772997 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 94450 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9772986 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9772978 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9772978 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 94496 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9772980 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9772973 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 94533 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9772985 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 94553 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9772983 nChanged 20
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Mstep: Class 2 contains 94571 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9772985 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 94585 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -9772988 nChanged 21
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Mstep: Class 2 contains 94606 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9773000 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9772998 nChanged 20
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Mstep: Class 2 contains 94647 members 
Entering Unmasked Estep 
Score: -9772982.000000 Penalty: 5833.101562
	Iteration 156Q: 3 clusters Score -9772982 nChanged 18
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -9772992 nChanged 15
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -9773001 nChanged 11
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Entering Unmasked Estep 
Score: -9773015.000000 Penalty: 5833.101562
	Iteration 159Q: 3 clusters Score -9773015 nChanged 14
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -9773005 nChanged 15
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9773011 nChanged 11
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Entering Unmasked Estep 
Score: -9773009.000000 Penalty: 5833.101562
	Iteration 162Q: 3 clusters Score -9773009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 94735 members 
Entering Unmasked Estep 
Score: -9773010.000000 Penalty: 5833.101562
	Iteration 163Q: 3 clusters Score -9773010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 94740 members 
Entering Unmasked Estep 
Score: -9773005.000000 Penalty: 5833.101562
	Iteration 164Q: 3 clusters Score -9773005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 94746 members 
Entering Unmasked Estep 
Score: -9773002.000000 Penalty: 5833.101562
	Iteration 165Q: 3 clusters Score -9773002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 94751 members 
Entering Unmasked Estep 
Score: -9773001.000000 Penalty: 5833.101562
	Iteration 166Q: 3 clusters Score -9773001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 94757 members 
Entering Unmasked Estep 
Score: -9772999.000000 Penalty: 5833.101562
	Iteration 167Q: 3 clusters Score -9772999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 94762 members 
Entering Unmasked Estep 
Score: -9773002.000000 Penalty: 5833.101562
	Iteration 168Q: 3 clusters Score -9773002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 94765 members 
Entering Unmasked Estep 
Score: -9773009.000000 Penalty: 5833.101562
	Iteration 169Q: 3 clusters Score -9773009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 94768 members 
Entering Unmasked Estep 
Score: -9773007.000000 Penalty: 5833.101562
	Iteration 170Q: 3 clusters Score -9773007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 94772 members 
Entering Unmasked Estep 
Score: -9773004.000000 Penalty: 5833.101562
	Iteration 171Q: 3 clusters Score -9773004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 94776 members 
Entering Unmasked Estep 
Score: -9773006.000000 Penalty: 5833.101562
	Iteration 172Q: 3 clusters Score -9773006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 94779 members 
Entering Unmasked Estep 
Score: -9773010.000000 Penalty: 5833.101562
	Iteration 173Q: 3 clusters Score -9773010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 94781 members 
Entering Unmasked Estep 
Score: -9773016.000000 Penalty: 5833.101562
	Iteration 174Q: 3 clusters Score -9773016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 94782 members 
Entering Unmasked Estep 
Score: -9773019.000000 Penalty: 5833.101562
	Iteration 175Q: 3 clusters Score -9773019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 94782 members 
Entering Unmasked Estep 
Score: -9773019.000000 Penalty: 5833.101562
	Iteration 176F: 3 clusters Score -9773019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Entering Unmasked Estep 
Score: -857066.187500 Penalty: 2331.499756
	Iteration 0F: 2 clusters Score -857066.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -848011.375000 Penalty: 4662.999512
	Iteration 0F: 3 clusters Score -848011.4 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -850741.187500 Penalty: 4662.999512
	Iteration 1F: 3 clusters Score -850741.2 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -851059.812500 Penalty: 4662.999512
	Iteration 2F: 3 clusters Score -851059.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -851282.187500 Penalty: 4662.999512
	Iteration 3Q: 3 clusters Score -851282.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -851473.437500 Penalty: 4662.999512
	Iteration 4Q: 3 clusters Score -851473.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -851665.687500 Penalty: 4662.999512
	Iteration 5Q: 3 clusters Score -851665.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -851871.437500 Penalty: 4662.999512
	Iteration 6Q: 3 clusters Score -851871.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -852134.562500 Penalty: 4662.999512
	Iteration 7Q: 3 clusters Score -852134.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -852481.375000 Penalty: 4662.999512
	Iteration 8Q: 3 clusters Score -852481.4 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -852923.687500 Penalty: 4662.999512
	Iteration 9F: 3 clusters Score -852923.7 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -853442.312500 Penalty: 4662.999512
	Iteration 10F: 3 clusters Score -853442.3 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -853980.000000 Penalty: 4662.999512
	Iteration 11F: 3 clusters Score -853980 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -854384.875000 Penalty: 4662.999512
	Iteration 12Q: 3 clusters Score -854384.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -854666.625000 Penalty: 4662.999512
	Iteration 13Q: 3 clusters Score -854666.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -854855.437500 Penalty: 4662.999512
	Iteration 14Q: 3 clusters Score -854855.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -854986.062500 Penalty: 4662.999512
	Iteration 15Q: 3 clusters Score -854986.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -855085.187500 Penalty: 4662.999512
	Iteration 16Q: 3 clusters Score -855085.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -855175.062500 Penalty: 4662.999512
	Iteration 17Q: 3 clusters Score -855175.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -855246.687500 Penalty: 4662.999512
	Iteration 18Q: 3 clusters Score -855246.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -855304.625000 Penalty: 4662.999512
	Iteration 19Q: 3 clusters Score -855304.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -855344.812500 Penalty: 4662.999512
	Iteration 20F: 3 clusters Score -855344.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -855379.562500 Penalty: 4662.999512
	Iteration 21Q: 3 clusters Score -855379.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -855414.625000 Penalty: 4662.999512
	Iteration 22Q: 3 clusters Score -855414.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -855442.125000 Penalty: 4662.999512
	Iteration 23Q: 3 clusters Score -855442.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -855471.750000 Penalty: 4662.999512
	Iteration 24Q: 3 clusters Score -855471.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -855492.312500 Penalty: 4662.999512
	Iteration 25Q: 3 clusters Score -855492.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -855503.625000 Penalty: 4662.999512
	Iteration 26Q: 3 clusters Score -855503.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -855514.562500 Penalty: 4662.999512
	Iteration 27Q: 3 clusters Score -855514.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -855524.375000 Penalty: 4662.999512
	Iteration 28Q: 3 clusters Score -855524.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -855529.937500 Penalty: 4662.999512
	Iteration 29Q: 3 clusters Score -855529.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -855536.062500 Penalty: 4662.999512
	Iteration 30Q: 3 clusters Score -855536.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -855541.812500 Penalty: 4662.999512
	Iteration 31Q: 3 clusters Score -855541.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -855546.812500 Penalty: 4662.999512
	Iteration 32Q: 3 clusters Score -855546.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -855552.937500 Penalty: 4662.999512
	Iteration 33Q: 3 clusters Score -855552.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -855557.000000 Penalty: 4662.999512
	Iteration 34Q: 3 clusters Score -855557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -855561.875000 Penalty: 4662.999512
	Iteration 35Q: 3 clusters Score -855561.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -855562.937500 Penalty: 4662.999512
	Iteration 36Q: 3 clusters Score -855562.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -855566.875000 Penalty: 4662.999512
	Iteration 37Q: 3 clusters Score -855566.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -855570.562500 Penalty: 4662.999512
	Iteration 38Q: 3 clusters Score -855570.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -855577.000000 Penalty: 4662.999512
	Iteration 39Q: 3 clusters Score -855577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -855580.750000 Penalty: 4662.999512
	Iteration 40F: 3 clusters Score -855580.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -855586.000000 Penalty: 4662.999512
	Iteration 41Q: 3 clusters Score -855586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -855589.312500 Penalty: 4662.999512
	Iteration 42Q: 3 clusters Score -855589.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -855592.625000 Penalty: 4662.999512
	Iteration 43Q: 3 clusters Score -855592.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -855593.937500 Penalty: 4662.999512
	Iteration 44Q: 3 clusters Score -855593.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -855592.250000 Penalty: 4662.999512
	Iteration 45Q: 3 clusters Score -855592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -855592.312500 Penalty: 4662.999512
	Iteration 46Q: 3 clusters Score -855592.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -855592.312500 Penalty: 4662.999512
	Iteration 47F: 3 clusters Score -855592.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Entering Unmasked Estep 
Score: -1971675.250000 Penalty: 2536.578613
	Iteration 0F: 2 clusters Score -1971675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1952746.875000 Penalty: 5073.157227
	Iteration 0F: 3 clusters Score -1952747 nChanged 12506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1961036.625000 Penalty: 5073.157227
	Iteration 1F: 3 clusters Score -1961037 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1965533.000000 Penalty: 5073.157227
	Iteration 2F: 3 clusters Score -1965533 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1975387.250000 Penalty: 5073.157227
	Iteration 3F: 3 clusters Score -1975387 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1989001.000000 Penalty: 5073.157227
	Iteration 4F: 3 clusters Score -1989001 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1995778.875000 Penalty: 5073.157227
	Iteration 5F: 3 clusters Score -1995779 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1998462.250000 Penalty: 5073.157227
	Iteration 6Q: 3 clusters Score -1998462 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1999301.250000 Penalty: 5073.157227
	Iteration 7Q: 3 clusters Score -1999301 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1999500.875000 Penalty: 5073.157227
	Iteration 8Q: 3 clusters Score -1999501 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1999551.000000 Penalty: 5073.157227
	Iteration 9Q: 3 clusters Score -1999551 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1999577.750000 Penalty: 5073.157227
	Iteration 10Q: 3 clusters Score -1999578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1999574.000000 Penalty: 5073.157227
	Iteration 11Q: 3 clusters Score -1999574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1999582.875000 Penalty: 5073.157227
	Iteration 12Q: 3 clusters Score -1999583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1999581.250000 Penalty: 5073.157227
	Iteration 13Q: 3 clusters Score -1999581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1999584.625000 Penalty: 5073.157227
	Iteration 14Q: 3 clusters Score -1999585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1999584.625000 Penalty: 5073.157227
	Iteration 15F: 3 clusters Score -1999585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 216405 members 
Mstep: Class 3 contains 86716 members 
Mstep: Class 4 contains 23969 members 
Mstep: Class 5 contains 201076 members 
Mstep: Class 6 contains 7075 members 
Mstep: Class 7 contains 9239 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 85827 members 
Mstep: Class 10 contains 414150 members 
Mstep: Class 11 contains 23154 members 
Mstep: Class 12 contains 7510 members 
Mstep: Class 13 contains 15124 members 
Mstep: Class 14 contains 8377 members 
Mstep: Class 15 contains 7441 members 
Mstep: Class 16 contains 128064 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 17815 members 
Mstep: Class 19 contains 9893 members 
Mstep: Class 20 contains 10249 members 
Mstep: Class 21 contains 37204 members 
Mstep: Class 22 contains 18201 members 
Mstep: Class 23 contains 8425 members 
Mstep: Class 24 contains 4240 members 
Mstep: Class 25 contains 19633 members 
Mstep: Class 26 contains 16612 members 
Mstep: Class 27 contains 9856 members 
Entering Unmasked Estep 
Score: -102172312.000000 Penalty: 94837.859375
Splitting cluster 18 changes total score from -102083088.000000 to -102172312.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (9893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Entering Unmasked Estep 
Score: -658585.062500 Penalty: 2281.496582
	Iteration 0F: 2 clusters Score -658585.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -651106.312500 Penalty: 4562.993164
	Iteration 0F: 3 clusters Score -651106.3 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -655686.812500 Penalty: 4562.993164
	Iteration 1F: 3 clusters Score -655686.8 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -658522.875000 Penalty: 4562.993164
	Iteration 2F: 3 clusters Score -658522.9 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -660678.937500 Penalty: 4562.993164
	Iteration 3F: 3 clusters Score -660678.9 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -661789.312500 Penalty: 4562.993164
	Iteration 4F: 3 clusters Score -661789.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -662386.500000 Penalty: 4562.993164
	Iteration 5Q: 3 clusters Score -662386.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -662787.187500 Penalty: 4562.993164
	Iteration 6Q: 3 clusters Score -662787.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -663038.812500 Penalty: 4562.993164
	Iteration 7Q: 3 clusters Score -663038.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -663310.562500 Penalty: 4562.993164
	Iteration 8Q: 3 clusters Score -663310.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -663864.062500 Penalty: 4562.993164
	Iteration 9Q: 3 clusters Score -663864.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -665111.312500 Penalty: 4562.993164
	Iteration 10Q: 3 clusters Score -665111.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -665936.187500 Penalty: 4562.993164
	Iteration 11Q: 3 clusters Score -665936.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -666169.375000 Penalty: 4562.993164
	Iteration 12Q: 3 clusters Score -666169.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -666255.000000 Penalty: 4562.993164
	Iteration 13Q: 3 clusters Score -666255 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -666273.375000 Penalty: 4562.993164
	Iteration 14Q: 3 clusters Score -666273.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -666275.812500 Penalty: 4562.993164
	Iteration 15Q: 3 clusters Score -666275.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -666280.375000 Penalty: 4562.993164
	Iteration 16Q: 3 clusters Score -666280.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -666283.312500 Penalty: 4562.993164
	Iteration 17Q: 3 clusters Score -666283.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -666283.562500 Penalty: 4562.993164
	Iteration 18Q: 3 clusters Score -666283.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -666284.500000 Penalty: 4562.993164
	Iteration 19Q: 3 clusters Score -666284.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -666290.375000 Penalty: 4562.993164
	Iteration 20F: 3 clusters Score -666290.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -666292.812500 Penalty: 4562.993164
	Iteration 21Q: 3 clusters Score -666292.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -666295.312500 Penalty: 4562.993164
	Iteration 22Q: 3 clusters Score -666295.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -666297.250000 Penalty: 4562.993164
	Iteration 23Q: 3 clusters Score -666297.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -666296.375000 Penalty: 4562.993164
	Iteration 24Q: 3 clusters Score -666296.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -666295.812500 Penalty: 4562.993164
	Iteration 25Q: 3 clusters Score -666295.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -666295.812500 Penalty: 4562.993164
	Iteration 26F: 3 clusters Score -666295.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 216405 members 
Mstep: Class 3 contains 86716 members 
Mstep: Class 4 contains 23969 members 
Mstep: Class 5 contains 201076 members 
Mstep: Class 6 contains 7075 members 
Mstep: Class 7 contains 9239 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 85827 members 
Mstep: Class 10 contains 414150 members 
Mstep: Class 11 contains 23154 members 
Mstep: Class 12 contains 7510 members 
Mstep: Class 13 contains 15124 members 
Mstep: Class 14 contains 8377 members 
Mstep: Class 15 contains 7441 members 
Mstep: Class 16 contains 128064 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 17815 members 
Mstep: Class 19 contains 6409 members 
Mstep: Class 20 contains 10249 members 
Mstep: Class 21 contains 37204 members 
Mstep: Class 22 contains 18201 members 
Mstep: Class 23 contains 8425 members 
Mstep: Class 24 contains 4240 members 
Mstep: Class 25 contains 19633 members 
Mstep: Class 26 contains 16612 members 
Mstep: Class 27 contains 9856 members 
Mstep: Class 28 contains 3484 members 
Entering Unmasked Estep 
Score: -102179240.000000 Penalty: 98350.367188
Splitting cluster 19 changes total score from -102083088.000000 to -102179240.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (10249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Entering Unmasked Estep 
Score: -788189.625000 Penalty: 2290.264160
	Iteration 0F: 2 clusters Score -788189.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -780358.250000 Penalty: 4580.528320
	Iteration 0F: 3 clusters Score -780358.2 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -782644.000000 Penalty: 4580.528320
	Iteration 1F: 3 clusters Score -782644 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -782956.687500 Penalty: 4580.528320
	Iteration 2F: 3 clusters Score -782956.7 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -783179.437500 Penalty: 4580.528320
	Iteration 3F: 3 clusters Score -783179.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -783326.250000 Penalty: 4580.528320
	Iteration 4Q: 3 clusters Score -783326.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -783446.000000 Penalty: 4580.528320
	Iteration 5Q: 3 clusters Score -783446 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -783567.437500 Penalty: 4580.528320
	Iteration 6Q: 3 clusters Score -783567.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -783688.312500 Penalty: 4580.528320
	Iteration 7Q: 3 clusters Score -783688.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -783809.875000 Penalty: 4580.528320
	Iteration 8Q: 3 clusters Score -783809.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -783947.187500 Penalty: 4580.528320
	Iteration 9Q: 3 clusters Score -783947.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -784099.062500 Penalty: 4580.528320
	Iteration 10Q: 3 clusters Score -784099.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -784286.750000 Penalty: 4580.528320
	Iteration 11Q: 3 clusters Score -784286.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -784505.375000 Penalty: 4580.528320
	Iteration 12Q: 3 clusters Score -784505.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -784745.625000 Penalty: 4580.528320
	Iteration 13Q: 3 clusters Score -784745.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -784992.437500 Penalty: 4580.528320
	Iteration 14Q: 3 clusters Score -784992.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -785227.437500 Penalty: 4580.528320
	Iteration 15Q: 3 clusters Score -785227.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -785469.500000 Penalty: 4580.528320
	Iteration 16Q: 3 clusters Score -785469.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -785677.875000 Penalty: 4580.528320
	Iteration 17Q: 3 clusters Score -785677.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -785825.687500 Penalty: 4580.528320
	Iteration 18Q: 3 clusters Score -785825.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -785936.937500 Penalty: 4580.528320
	Iteration 19Q: 3 clusters Score -785936.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -786024.625000 Penalty: 4580.528320
	Iteration 20F: 3 clusters Score -786024.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -786074.875000 Penalty: 4580.528320
	Iteration 21Q: 3 clusters Score -786074.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -786102.187500 Penalty: 4580.528320
	Iteration 22Q: 3 clusters Score -786102.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -786131.125000 Penalty: 4580.528320
	Iteration 23Q: 3 clusters Score -786131.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -786158.375000 Penalty: 4580.528320
	Iteration 24Q: 3 clusters Score -786158.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -786171.437500 Penalty: 4580.528320
	Iteration 25Q: 3 clusters Score -786171.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -786174.937500 Penalty: 4580.528320
	Iteration 26Q: 3 clusters Score -786174.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -786177.062500 Penalty: 4580.528320
	Iteration 27Q: 3 clusters Score -786177.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -786179.500000 Penalty: 4580.528320
	Iteration 28Q: 3 clusters Score -786179.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -786179.500000 Penalty: 4580.528320
	Iteration 29F: 3 clusters Score -786179.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Entering Unmasked Estep 
Score: -2755786.500000 Penalty: 2609.994629
	Iteration 0F: 2 clusters Score -2755786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2730307.750000 Penalty: 5219.989258
	Iteration 0F: 3 clusters Score -2730308 nChanged 16943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2739819.000000 Penalty: 5219.989258
	Iteration 1F: 3 clusters Score -2739819 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -2740660.500000 Penalty: 5219.989258
	Iteration 2F: 3 clusters Score -2740660 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -2741697.000000 Penalty: 5219.989258
	Iteration 3F: 3 clusters Score -2741697 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -2743153.000000 Penalty: 5219.989258
	Iteration 4F: 3 clusters Score -2743153 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -2745750.500000 Penalty: 5219.989258
	Iteration 5F: 3 clusters Score -2745750 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -2749482.750000 Penalty: 5219.989258
	Iteration 6F: 3 clusters Score -2749483 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -2752241.000000 Penalty: 5219.989258
	Iteration 7F: 3 clusters Score -2752241 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -2754065.250000 Penalty: 5219.989258
	Iteration 8F: 3 clusters Score -2754065 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -2755313.250000 Penalty: 5219.989258
	Iteration 9Q: 3 clusters Score -2755313 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -2756162.500000 Penalty: 5219.989258
	Iteration 10Q: 3 clusters Score -2756162 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -2756615.250000 Penalty: 5219.989258
	Iteration 11Q: 3 clusters Score -2756615 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -2756910.000000 Penalty: 5219.989258
	Iteration 12Q: 3 clusters Score -2756910 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -2757086.750000 Penalty: 5219.989258
	Iteration 13Q: 3 clusters Score -2757087 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -2757213.000000 Penalty: 5219.989258
	Iteration 14Q: 3 clusters Score -2757213 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -2757299.000000 Penalty: 5219.989258
	Iteration 15Q: 3 clusters Score -2757299 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -2757358.000000 Penalty: 5219.989258
	Iteration 16Q: 3 clusters Score -2757358 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -2757404.250000 Penalty: 5219.989258
	Iteration 17Q: 3 clusters Score -2757404 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -2757461.750000 Penalty: 5219.989258
	Iteration 18Q: 3 clusters Score -2757462 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -2757495.500000 Penalty: 5219.989258
	Iteration 19Q: 3 clusters Score -2757496 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -2757522.750000 Penalty: 5219.989258
	Iteration 20F: 3 clusters Score -2757523 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -2757565.750000 Penalty: 5219.989258
	Iteration 21Q: 3 clusters Score -2757566 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -2757578.250000 Penalty: 5219.989258
	Iteration 22Q: 3 clusters Score -2757578 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -2757605.250000 Penalty: 5219.989258
	Iteration 23Q: 3 clusters Score -2757605 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -2757634.250000 Penalty: 5219.989258
	Iteration 24Q: 3 clusters Score -2757634 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -2757661.750000 Penalty: 5219.989258
	Iteration 25Q: 3 clusters Score -2757662 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -2757705.750000 Penalty: 5219.989258
	Iteration 26Q: 3 clusters Score -2757706 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -2757722.750000 Penalty: 5219.989258
	Iteration 27Q: 3 clusters Score -2757723 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -2757743.500000 Penalty: 5219.989258
	Iteration 28Q: 3 clusters Score -2757744 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -2757773.500000 Penalty: 5219.989258
	Iteration 29Q: 3 clusters Score -2757774 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -2757794.250000 Penalty: 5219.989258
	Iteration 30Q: 3 clusters Score -2757794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -2757816.250000 Penalty: 5219.989258
	Iteration 31Q: 3 clusters Score -2757816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -2757826.500000 Penalty: 5219.989258
	Iteration 32Q: 3 clusters Score -2757826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -2757841.000000 Penalty: 5219.989258
	Iteration 33Q: 3 clusters Score -2757841 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -2757850.500000 Penalty: 5219.989258
	Iteration 34Q: 3 clusters Score -2757850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -2757859.000000 Penalty: 5219.989258
	Iteration 35Q: 3 clusters Score -2757859 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -2757864.500000 Penalty: 5219.989258
	Iteration 36Q: 3 clusters Score -2757864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -2757869.750000 Penalty: 5219.989258
	Iteration 37Q: 3 clusters Score -2757870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -2757878.500000 Penalty: 5219.989258
	Iteration 38Q: 3 clusters Score -2757878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -2757885.000000 Penalty: 5219.989258
	Iteration 39Q: 3 clusters Score -2757885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -2757889.250000 Penalty: 5219.989258
	Iteration 40F: 3 clusters Score -2757889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -2757899.500000 Penalty: 5219.989258
	Iteration 41Q: 3 clusters Score -2757900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -2757904.250000 Penalty: 5219.989258
	Iteration 42Q: 3 clusters Score -2757904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -2757905.750000 Penalty: 5219.989258
	Iteration 43Q: 3 clusters Score -2757906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -2757911.250000 Penalty: 5219.989258
	Iteration 44Q: 3 clusters Score -2757911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -2757915.250000 Penalty: 5219.989258
	Iteration 45Q: 3 clusters Score -2757915 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -2757928.000000 Penalty: 5219.989258
	Iteration 46Q: 3 clusters Score -2757928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -2757950.750000 Penalty: 5219.989258
	Iteration 47Q: 3 clusters Score -2757951 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -2757993.250000 Penalty: 5219.989258
	Iteration 48Q: 3 clusters Score -2757993 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -2758051.250000 Penalty: 5219.989258
	Iteration 49Q: 3 clusters Score -2758051 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -2758114.250000 Penalty: 5219.989258
	Iteration 50Q: 3 clusters Score -2758114 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -2758138.000000 Penalty: 5219.989258
	Iteration 51Q: 3 clusters Score -2758138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -2758172.500000 Penalty: 5219.989258
	Iteration 52Q: 3 clusters Score -2758172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -2758205.750000 Penalty: 5219.989258
	Iteration 53Q: 3 clusters Score -2758206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -2758226.000000 Penalty: 5219.989258
	Iteration 54Q: 3 clusters Score -2758226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -2758243.750000 Penalty: 5219.989258
	Iteration 55Q: 3 clusters Score -2758244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -2758246.250000 Penalty: 5219.989258
	Iteration 56Q: 3 clusters Score -2758246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -2758243.000000 Penalty: 5219.989258
	Iteration 57Q: 3 clusters Score -2758243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -2758250.500000 Penalty: 5219.989258
	Iteration 58Q: 3 clusters Score -2758250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -2758254.000000 Penalty: 5219.989258
	Iteration 59Q: 3 clusters Score -2758254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -2758256.250000 Penalty: 5219.989258
	Iteration 60F: 3 clusters Score -2758256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -2758260.250000 Penalty: 5219.989258
	Iteration 61Q: 3 clusters Score -2758260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -2758260.250000 Penalty: 5219.989258
	Iteration 62F: 3 clusters Score -2758260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 216405 members 
Mstep: Class 3 contains 86716 members 
Mstep: Class 4 contains 23969 members 
Mstep: Class 5 contains 201076 members 
Mstep: Class 6 contains 7075 members 
Mstep: Class 7 contains 9239 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 85827 members 
Mstep: Class 10 contains 414150 members 
Mstep: Class 11 contains 23154 members 
Mstep: Class 12 contains 7510 members 
Mstep: Class 13 contains 15124 members 
Mstep: Class 14 contains 8377 members 
Mstep: Class 15 contains 7441 members 
Mstep: Class 16 contains 128064 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 17815 members 
Mstep: Class 19 contains 6409 members 
Mstep: Class 20 contains 10249 members 
Mstep: Class 21 contains 1031 members 
Mstep: Class 22 contains 18201 members 
Mstep: Class 23 contains 8425 members 
Mstep: Class 24 contains 4240 members 
Mstep: Class 25 contains 19633 members 
Mstep: Class 26 contains 16612 members 
Mstep: Class 27 contains 9856 members 
Mstep: Class 28 contains 3484 members 
Mstep: Class 29 contains 36173 members 
Entering Unmasked Estep 
Score: -102180888.000000 Penalty: 101862.882812
Splitting cluster 21 changes total score from -102083088.000000 to -102180888.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 216405 members 
Mstep: Class 3 contains 86716 members 
Mstep: Class 5 contains 201076 members 
Mstep: Class 6 contains 7075 members 
Mstep: Class 7 contains 9239 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 85827 members 
Mstep: Class 10 contains 414150 members 
Mstep: Class 11 contains 23154 members 
Mstep: Class 12 contains 7510 members 
Mstep: Class 13 contains 15124 members 
Mstep: Class 15 contains 7441 members 
Mstep: Class 16 contains 128064 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 17815 members 
Mstep: Class 19 contains 6409 members 
Mstep: Class 20 contains 10249 members 
Mstep: Class 21 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102195904.000000 Penalty: 101862.882812
Iteration 39Q: 30 clusters Score -1.021959e+08 nChanged 19544
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 215810 members 
Mstep: Class 3 contains 87231 members 
Mstep: Class 4 contains 23104 members 
Mstep: Class 5 contains 200102 members 
Mstep: Class 6 contains 7257 members 
Mstep: Class 7 contains 9275 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 85745 members 
Mstep: Class 10 contains 415001 members 
Mstep: Class 11 contains 23460 members 
Mstep: Class 12 contains 7747 members 
Mstep: Class 13 contains 15524 members 
Mstep: Class 14 contains 8465 members 
Mstep: Class 15 contains 7651 members 
Mstep: Class 16 contains 128165 members 
Mstep: Class 17 contains 12392 members 
Mstep: Class 18 contains 19109 members 
Mstep: Class 19 contains 6243 members 
Mstep: Class 20 contains 10433 members 
Mstep: Class 21 contains 1056 members 
Mstep: Class 22 contains 17890 members 
Mstep: Class 23 contains 7979 members 
Mstep: Class 24 contains 4180 members 
Mstep: Class 25 contains 19129 members 
Mstep: Class 26 contains 16006 members 
Mstep: Class 27 contains 9831 members 
Mstep: Class 28 contains 3388 members 
Mstep: Class 29 contains 35554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102210616.000000 Penalty: 101862.882812
Iteration 40F: 30 clusters Score -1.022106e+08 nChanged 17807
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 215283 members 
Mstep: Class 3 contains 87034 members 
Mstep: Class 4 contains 24407 members 
Mstep: Class 5 contains 199329 members 
Mstep: Class 6 contains 7188 members 
Mstep: Class 7 contains 9612 members 
Mstep: Class 8 contains 2377 members 
Mstep: Class 9 contains 85085 members 
Mstep: Class 10 contains 410878 members 
Mstep: Class 11 contains 23832 members 
Mstep: Class 12 contains 7265 members 
Mstep: Class 13 contains 15437 members 
Mstep: Class 14 contains 8476 members 
Mstep: Class 15 contains 7640 members 
Mstep: Class 16 contains 127800 members 
Mstep: Class 17 contains 12482 members 
Mstep: Class 18 contains 20289 members 
Mstep: Class 19 contains 6077 members 
Mstep: Class 20 contains 10503 members 
Mstep: Class 21 contains 1109 members 
Mstep: Class 22 contains 18243 members 
Mstep: Class 23 contains 8707 members 
Mstep: Class 24 contains 4125 members 
Mstep: Class 25 contains 19499 members 
Mstep: Class 26 contains 15984 members 
Mstep: Class 27 contains 11951 members 
Mstep: Class 28 contains 3536 members 
Mstep: Class 29 contains 35606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218224.000000 Penalty: 101862.882812
Iteration 41Q: 30 clusters Score -1.022182e+08 nChanged 11431
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 214866 members 
Mstep: Class 3 contains 86944 members 
Mstep: Class 4 contains 25115 members 
Mstep: Class 5 contains 198835 members 
Mstep: Class 6 contains 7184 members 
Mstep: Class 7 contains 9993 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 84575 members 
Mstep: Class 10 contains 408390 members 
Mstep: Class 11 contains 24167 members 
Mstep: Class 12 contains 6795 members 
Mstep: Class 13 contains 15351 members 
Mstep: Class 14 contains 8478 members 
Mstep: Class 15 contains 7655 members 
Mstep: Class 16 contains 127689 members 
Mstep: Class 17 contains 12566 members 
Mstep: Class 18 contains 21354 members 
Mstep: Class 19 contains 5968 members 
Mstep: Class 20 contains 10543 members 
Mstep: Class 21 contains 1149 members 
Mstep: Class 22 contains 18397 members 
Mstep: Class 23 contains 9118 members 
Mstep: Class 24 contains 4046 members 
Mstep: Class 25 contains 19484 members 
Mstep: Class 26 contains 15901 members 
Mstep: Class 27 contains 13200 members 
Mstep: Class 28 contains 3678 members 
Mstep: Class 29 contains 35517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102221184.000000 Penalty: 101862.882812
Iteration 42Q: 30 clusters Score -1.022212e+08 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 214480 members 
Mstep: Class 3 contains 86822 members 
Mstep: Class 4 contains 25530 members 
Mstep: Class 5 contains 198629 members 
Mstep: Class 6 contains 7194 members 
Mstep: Class 7 contains 10225 members 
Mstep: Class 8 contains 2507 members 
Mstep: Class 9 contains 84223 members 
Mstep: Class 10 contains 406685 members 
Mstep: Class 11 contains 24486 members 
Mstep: Class 12 contains 6450 members 
Mstep: Class 13 contains 15247 members 
Mstep: Class 14 contains 8452 members 
Mstep: Class 15 contains 7664 members 
Mstep: Class 16 contains 127629 members 
Mstep: Class 17 contains 12633 members 
Mstep: Class 18 contains 22277 members 
Mstep: Class 19 contains 5908 members 
Mstep: Class 20 contains 10574 members 
Mstep: Class 21 contains 1188 members 
Mstep: Class 22 contains 18556 members 
Mstep: Class 23 contains 9404 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 19345 members 
Mstep: Class 26 contains 15818 members 
Mstep: Class 27 contains 13998 members 
Mstep: Class 28 contains 3818 members 
Mstep: Class 29 contains 35417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223872.000000 Penalty: 101862.882812
Iteration 43Q: 30 clusters Score -1.022239e+08 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 214177 members 
Mstep: Class 3 contains 86708 members 
Mstep: Class 4 contains 25720 members 
Mstep: Class 5 contains 198708 members 
Mstep: Class 6 contains 7231 members 
Mstep: Class 7 contains 10316 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 83910 members 
Mstep: Class 10 contains 405313 members 
Mstep: Class 11 contains 24757 members 
Mstep: Class 12 contains 6237 members 
Mstep: Class 13 contains 15131 members 
Mstep: Class 14 contains 8443 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 127591 members 
Mstep: Class 17 contains 12750 members 
Mstep: Class 18 contains 23037 members 
Mstep: Class 19 contains 5850 members 
Mstep: Class 20 contains 10595 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 18647 members 
Mstep: Class 23 contains 9653 members 
Mstep: Class 24 contains 3823 members 
Mstep: Class 25 contains 19156 members 
Mstep: Class 26 contains 15761 members 
Mstep: Class 27 contains 14572 members 
Mstep: Class 28 contains 3986 members 
Mstep: Class 29 contains 35325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225232.000000 Penalty: 101862.882812
Iteration 44Q: 30 clusters Score -1.022252e+08 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 213905 members 
Mstep: Class 3 contains 86620 members 
Mstep: Class 4 contains 25827 members 
Mstep: Class 5 contains 198897 members 
Mstep: Class 6 contains 7271 members 
Mstep: Class 7 contains 10335 members 
Mstep: Class 8 contains 2636 members 
Mstep: Class 9 contains 83655 members 
Mstep: Class 10 contains 404220 members 
Mstep: Class 11 contains 24979 members 
Mstep: Class 12 contains 6116 members 
Mstep: Class 13 contains 14987 members 
Mstep: Class 14 contains 8426 members 
Mstep: Class 15 contains 7669 members 
Mstep: Class 16 contains 127612 members 
Mstep: Class 17 contains 12844 members 
Mstep: Class 18 contains 23651 members 
Mstep: Class 19 contains 5798 members 
Mstep: Class 20 contains 10613 members 
Mstep: Class 21 contains 1242 members 
Mstep: Class 22 contains 18736 members 
Mstep: Class 23 contains 9824 members 
Mstep: Class 24 contains 3721 members 
Mstep: Class 25 contains 19005 members 
Mstep: Class 26 contains 15701 members 
Mstep: Class 27 contains 14982 members 
Mstep: Class 28 contains 4144 members 
Mstep: Class 29 contains 35229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226504.000000 Penalty: 101862.882812
Iteration 45Q: 30 clusters Score -1.022265e+08 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 213646 members 
Mstep: Class 3 contains 86539 members 
Mstep: Class 4 contains 25825 members 
Mstep: Class 5 contains 199071 members 
Mstep: Class 6 contains 7307 members 
Mstep: Class 7 contains 10335 members 
Mstep: Class 8 contains 2725 members 
Mstep: Class 9 contains 83435 members 
Mstep: Class 10 contains 403372 members 
Mstep: Class 11 contains 25197 members 
Mstep: Class 12 contains 6058 members 
Mstep: Class 13 contains 14834 members 
Mstep: Class 14 contains 8416 members 
Mstep: Class 15 contains 7693 members 
Mstep: Class 16 contains 127604 members 
Mstep: Class 17 contains 12953 members 
Mstep: Class 18 contains 24185 members 
Mstep: Class 19 contains 5739 members 
Mstep: Class 20 contains 10632 members 
Mstep: Class 21 contains 1264 members 
Mstep: Class 22 contains 18788 members 
Mstep: Class 23 contains 9968 members 
Mstep: Class 24 contains 3639 members 
Mstep: Class 25 contains 18881 members 
Mstep: Class 26 contains 15655 members 
Mstep: Class 27 contains 15235 members 
Mstep: Class 28 contains 4285 members 
Mstep: Class 29 contains 35164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227328.000000 Penalty: 101862.882812
Iteration 46Q: 30 clusters Score -1.022273e+08 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 213452 members 
Mstep: Class 3 contains 86456 members 
Mstep: Class 4 contains 25789 members 
Mstep: Class 5 contains 199267 members 
Mstep: Class 6 contains 7321 members 
Mstep: Class 7 contains 10339 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 83217 members 
Mstep: Class 10 contains 402797 members 
Mstep: Class 11 contains 25372 members 
Mstep: Class 12 contains 6006 members 
Mstep: Class 13 contains 14703 members 
Mstep: Class 14 contains 8412 members 
Mstep: Class 15 contains 7699 members 
Mstep: Class 16 contains 127610 members 
Mstep: Class 17 contains 13054 members 
Mstep: Class 18 contains 24618 members 
Mstep: Class 19 contains 5687 members 
Mstep: Class 20 contains 10637 members 
Mstep: Class 21 contains 1295 members 
Mstep: Class 22 contains 18814 members 
Mstep: Class 23 contains 10076 members 
Mstep: Class 24 contains 3595 members 
Mstep: Class 25 contains 18772 members 
Mstep: Class 26 contains 15608 members 
Mstep: Class 27 contains 15401 members 
Mstep: Class 28 contains 4406 members 
Mstep: Class 29 contains 35107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227928.000000 Penalty: 101862.882812
Iteration 47Q: 30 clusters Score -1.022279e+08 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 213282 members 
Mstep: Class 3 contains 86360 members 
Mstep: Class 4 contains 25709 members 
Mstep: Class 5 contains 199542 members 
Mstep: Class 6 contains 7326 members 
Mstep: Class 7 contains 10335 members 
Mstep: Class 8 contains 2875 members 
Mstep: Class 9 contains 83035 members 
Mstep: Class 10 contains 402246 members 
Mstep: Class 11 contains 25571 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 14587 members 
Mstep: Class 14 contains 8398 members 
Mstep: Class 15 contains 7723 members 
Mstep: Class 16 contains 127618 members 
Mstep: Class 17 contains 13145 members 
Mstep: Class 18 contains 24977 members 
Mstep: Class 19 contains 5629 members 
Mstep: Class 20 contains 10654 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 18818 members 
Mstep: Class 23 contains 10158 members 
Mstep: Class 24 contains 3568 members 
Mstep: Class 25 contains 18658 members 
Mstep: Class 26 contains 15570 members 
Mstep: Class 27 contains 15541 members 
Mstep: Class 28 contains 4501 members 
Mstep: Class 29 contains 35058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228472.000000 Penalty: 101862.882812
Iteration 48Q: 30 clusters Score -1.022285e+08 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 213152 members 
Mstep: Class 3 contains 86229 members 
Mstep: Class 4 contains 25613 members 
Mstep: Class 5 contains 199851 members 
Mstep: Class 6 contains 7332 members 
Mstep: Class 7 contains 10340 members 
Mstep: Class 8 contains 2928 members 
Mstep: Class 9 contains 82858 members 
Mstep: Class 10 contains 401804 members 
Mstep: Class 11 contains 25741 members 
Mstep: Class 12 contains 5950 members 
Mstep: Class 13 contains 14492 members 
Mstep: Class 14 contains 8393 members 
Mstep: Class 15 contains 7756 members 
Mstep: Class 16 contains 127606 members 
Mstep: Class 17 contains 13253 members 
Mstep: Class 18 contains 25262 members 
Mstep: Class 19 contains 5584 members 
Mstep: Class 20 contains 10660 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 18811 members 
Mstep: Class 23 contains 10222 members 
Mstep: Class 24 contains 3551 members 
Mstep: Class 25 contains 18567 members 
Mstep: Class 26 contains 15537 members 
Mstep: Class 27 contains 15643 members 
Mstep: Class 28 contains 4594 members 
Mstep: Class 29 contains 35020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228976.000000 Penalty: 101862.882812
Iteration 49Q: 30 clusters Score -1.02229e+08 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 213021 members 
Mstep: Class 3 contains 86126 members 
Mstep: Class 4 contains 25527 members 
Mstep: Class 5 contains 200124 members 
Mstep: Class 6 contains 7329 members 
Mstep: Class 7 contains 10350 members 
Mstep: Class 8 contains 2969 members 
Mstep: Class 9 contains 82720 members 
Mstep: Class 10 contains 401434 members 
Mstep: Class 11 contains 25897 members 
Mstep: Class 12 contains 5925 members 
Mstep: Class 13 contains 14419 members 
Mstep: Class 14 contains 8393 members 
Mstep: Class 15 contains 7783 members 
Mstep: Class 16 contains 127617 members 
Mstep: Class 17 contains 13338 members 
Mstep: Class 18 contains 25485 members 
Mstep: Class 19 contains 5555 members 
Mstep: Class 20 contains 10664 members 
Mstep: Class 21 contains 1358 members 
Mstep: Class 22 contains 18816 members 
Mstep: Class 23 contains 10260 members 
Mstep: Class 24 contains 3533 members 
Mstep: Class 25 contains 18484 members 
Mstep: Class 26 contains 15510 members 
Mstep: Class 27 contains 15701 members 
Mstep: Class 28 contains 4671 members 
Mstep: Class 29 contains 34988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229152.000000 Penalty: 101862.882812
Iteration 50Q: 30 clusters Score -1.022292e+08 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 212910 members 
Mstep: Class 3 contains 86028 members 
Mstep: Class 4 contains 25438 members 
Mstep: Class 5 contains 200337 members 
Mstep: Class 6 contains 7331 members 
Mstep: Class 7 contains 10379 members 
Mstep: Class 8 contains 2997 members 
Mstep: Class 9 contains 82599 members 
Mstep: Class 10 contains 401150 members 
Mstep: Class 11 contains 26078 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 14334 members 
Mstep: Class 14 contains 8383 members 
Mstep: Class 15 contains 7814 members 
Mstep: Class 16 contains 127625 members 
Mstep: Class 17 contains 13435 members 
Mstep: Class 18 contains 25680 members 
Mstep: Class 19 contains 5534 members 
Mstep: Class 20 contains 10666 members 
Mstep: Class 21 contains 1379 members 
Mstep: Class 22 contains 18824 members 
Mstep: Class 23 contains 10285 members 
Mstep: Class 24 contains 3529 members 
Mstep: Class 25 contains 18422 members 
Mstep: Class 26 contains 15473 members 
Mstep: Class 27 contains 15737 members 
Mstep: Class 28 contains 4732 members 
Mstep: Class 29 contains 34938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229704.000000 Penalty: 101862.882812
Iteration 51Q: 30 clusters Score -1.022297e+08 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 212806 members 
Mstep: Class 3 contains 85965 members 
Mstep: Class 4 contains 25358 members 
Mstep: Class 5 contains 200528 members 
Mstep: Class 6 contains 7332 members 
Mstep: Class 7 contains 10391 members 
Mstep: Class 8 contains 3019 members 
Mstep: Class 9 contains 82486 members 
Mstep: Class 10 contains 400911 members 
Mstep: Class 11 contains 26233 members 
Mstep: Class 12 contains 5859 members 
Mstep: Class 13 contains 14274 members 
Mstep: Class 14 contains 8372 members 
Mstep: Class 15 contains 7843 members 
Mstep: Class 16 contains 127619 members 
Mstep: Class 17 contains 13517 members 
Mstep: Class 18 contains 25835 members 
Mstep: Class 19 contains 5523 members 
Mstep: Class 20 contains 10680 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 18839 members 
Mstep: Class 23 contains 10310 members 
Mstep: Class 24 contains 3528 members 
Mstep: Class 25 contains 18360 members 
Mstep: Class 26 contains 15443 members 
Mstep: Class 27 contains 15774 members 
Mstep: Class 28 contains 4780 members 
Mstep: Class 29 contains 34889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229944.000000 Penalty: 101862.882812
Iteration 52Q: 30 clusters Score -1.022299e+08 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 212724 members 
Mstep: Class 3 contains 85906 members 
Mstep: Class 4 contains 25274 members 
Mstep: Class 5 contains 200644 members 
Mstep: Class 6 contains 7323 members 
Mstep: Class 7 contains 10392 members 
Mstep: Class 8 contains 3037 members 
Mstep: Class 9 contains 82415 members 
Mstep: Class 10 contains 400727 members 
Mstep: Class 11 contains 26382 members 
Mstep: Class 12 contains 5855 members 
Mstep: Class 13 contains 14210 members 
Mstep: Class 14 contains 8367 members 
Mstep: Class 15 contains 7871 members 
Mstep: Class 16 contains 127632 members 
Mstep: Class 17 contains 13589 members 
Mstep: Class 18 contains 25973 members 
Mstep: Class 19 contains 5509 members 
Mstep: Class 20 contains 10691 members 
Mstep: Class 21 contains 1397 members 
Mstep: Class 22 contains 18837 members 
Mstep: Class 23 contains 10339 members 
Mstep: Class 24 contains 3528 members 
Mstep: Class 25 contains 18313 members 
Mstep: Class 26 contains 15415 members 
Mstep: Class 27 contains 15796 members 
Mstep: Class 28 contains 4822 members 
Mstep: Class 29 contains 34838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230144.000000 Penalty: 101862.882812
Iteration 53Q: 30 clusters Score -1.022301e+08 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 212660 members 
Mstep: Class 3 contains 85846 members 
Mstep: Class 4 contains 25200 members 
Mstep: Class 5 contains 200757 members 
Mstep: Class 6 contains 7320 members 
Mstep: Class 7 contains 10392 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 82337 members 
Mstep: Class 10 contains 400559 members 
Mstep: Class 11 contains 26509 members 
Mstep: Class 12 contains 5849 members 
Mstep: Class 13 contains 14144 members 
Mstep: Class 14 contains 8365 members 
Mstep: Class 15 contains 7896 members 
Mstep: Class 16 contains 127632 members 
Mstep: Class 17 contains 13660 members 
Mstep: Class 18 contains 26092 members 
Mstep: Class 19 contains 5496 members 
Mstep: Class 20 contains 10719 members 
Mstep: Class 21 contains 1404 members 
Mstep: Class 22 contains 18838 members 
Mstep: Class 23 contains 10399 members 
Mstep: Class 24 contains 3527 members 
Mstep: Class 25 contains 18262 members 
Mstep: Class 26 contains 15389 members 
Mstep: Class 27 contains 15808 members 
Mstep: Class 28 contains 4867 members 
Mstep: Class 29 contains 34787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230336.000000 Penalty: 101862.882812
Iteration 54Q: 30 clusters Score -1.022303e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 212615 members 
Mstep: Class 3 contains 85796 members 
Mstep: Class 4 contains 25126 members 
Mstep: Class 5 contains 200872 members 
Mstep: Class 6 contains 7323 members 
Mstep: Class 7 contains 10388 members 
Mstep: Class 8 contains 3068 members 
Mstep: Class 9 contains 82281 members 
Mstep: Class 10 contains 400410 members 
Mstep: Class 11 contains 26642 members 
Mstep: Class 12 contains 5844 members 
Mstep: Class 13 contains 14075 members 
Mstep: Class 14 contains 8368 members 
Mstep: Class 15 contains 7919 members 
Mstep: Class 16 contains 127591 members 
Mstep: Class 17 contains 13744 members 
Mstep: Class 18 contains 26197 members 
Mstep: Class 19 contains 5481 members 
Mstep: Class 20 contains 10731 members 
Mstep: Class 21 contains 1407 members 
Mstep: Class 22 contains 18833 members 
Mstep: Class 23 contains 10460 members 
Mstep: Class 24 contains 3526 members 
Mstep: Class 25 contains 18214 members 
Mstep: Class 26 contains 15360 members 
Mstep: Class 27 contains 15820 members 
Mstep: Class 28 contains 4902 members 
Mstep: Class 29 contains 34746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230376.000000 Penalty: 101862.882812
Iteration 55Q: 30 clusters Score -1.022304e+08 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 212576 members 
Mstep: Class 3 contains 85701 members 
Mstep: Class 4 contains 25074 members 
Mstep: Class 5 contains 201004 members 
Mstep: Class 6 contains 7326 members 
Mstep: Class 7 contains 10384 members 
Mstep: Class 8 contains 3076 members 
Mstep: Class 9 contains 82234 members 
Mstep: Class 10 contains 400266 members 
Mstep: Class 11 contains 26781 members 
Mstep: Class 12 contains 5830 members 
Mstep: Class 13 contains 14025 members 
Mstep: Class 14 contains 8374 members 
Mstep: Class 15 contains 7943 members 
Mstep: Class 16 contains 127577 members 
Mstep: Class 17 contains 13813 members 
Mstep: Class 18 contains 26284 members 
Mstep: Class 19 contains 5483 members 
Mstep: Class 20 contains 10726 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 22 contains 18827 members 
Mstep: Class 23 contains 10497 members 
Mstep: Class 24 contains 3526 members 
Mstep: Class 25 contains 18162 members 
Mstep: Class 26 contains 15346 members 
Mstep: Class 27 contains 15834 members 
Mstep: Class 28 contains 4929 members 
Mstep: Class 29 contains 34708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230624.000000 Penalty: 101862.882812
Iteration 56Q: 30 clusters Score -1.022306e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 212538 members 
Mstep: Class 3 contains 85639 members 
Mstep: Class 4 contains 25035 members 
Mstep: Class 5 contains 201062 members 
Mstep: Class 6 contains 7332 members 
Mstep: Class 7 contains 10387 members 
Mstep: Class 8 contains 3086 members 
Mstep: Class 9 contains 82197 members 
Mstep: Class 10 contains 400145 members 
Mstep: Class 11 contains 26914 members 
Mstep: Class 12 contains 5824 members 
Mstep: Class 13 contains 13976 members 
Mstep: Class 14 contains 8376 members 
Mstep: Class 15 contains 7970 members 
Mstep: Class 16 contains 127576 members 
Mstep: Class 17 contains 13857 members 
Mstep: Class 18 contains 26370 members 
Mstep: Class 19 contains 5485 members 
Mstep: Class 20 contains 10733 members 
Mstep: Class 21 contains 1423 members 
Mstep: Class 22 contains 18821 members 
Mstep: Class 23 contains 10540 members 
Mstep: Class 24 contains 3525 members 
Mstep: Class 25 contains 18109 members 
Mstep: Class 26 contains 15327 members 
Mstep: Class 27 contains 15845 members 
Mstep: Class 28 contains 4955 members 
Mstep: Class 29 contains 34671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230448.000000 Penalty: 101862.882812
Iteration 57Q: 30 clusters Score -1.022304e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 212499 members 
Mstep: Class 3 contains 85586 members 
Mstep: Class 4 contains 24986 members 
Mstep: Class 5 contains 201083 members 
Mstep: Class 6 contains 7344 members 
Mstep: Class 7 contains 10380 members 
Mstep: Class 8 contains 3090 members 
Mstep: Class 9 contains 82166 members 
Mstep: Class 10 contains 400065 members 
Mstep: Class 11 contains 27023 members 
Mstep: Class 12 contains 5826 members 
Mstep: Class 13 contains 13942 members 
Mstep: Class 14 contains 8380 members 
Mstep: Class 15 contains 7991 members 
Mstep: Class 16 contains 127582 members 
Mstep: Class 17 contains 13895 members 
Mstep: Class 18 contains 26457 members 
Mstep: Class 19 contains 5493 members 
Mstep: Class 20 contains 10739 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 18797 members 
Mstep: Class 23 contains 10592 members 
Mstep: Class 24 contains 3525 members 
Mstep: Class 25 contains 18049 members 
Mstep: Class 26 contains 15315 members 
Mstep: Class 27 contains 15856 members 
Mstep: Class 28 contains 4976 members 
Mstep: Class 29 contains 34637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230160.000000 Penalty: 101862.882812
Iteration 58Q: 30 clusters Score -1.022302e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 212453 members 
Mstep: Class 3 contains 85549 members 
Mstep: Class 4 contains 24954 members 
Mstep: Class 5 contains 201094 members 
Mstep: Class 6 contains 7345 members 
Mstep: Class 7 contains 10378 members 
Mstep: Class 8 contains 3094 members 
Mstep: Class 9 contains 82137 members 
Mstep: Class 10 contains 399987 members 
Mstep: Class 11 contains 27131 members 
Mstep: Class 12 contains 5818 members 
Mstep: Class 13 contains 13902 members 
Mstep: Class 14 contains 8380 members 
Mstep: Class 15 contains 8009 members 
Mstep: Class 16 contains 127581 members 
Mstep: Class 17 contains 13923 members 
Mstep: Class 18 contains 26546 members 
Mstep: Class 19 contains 5503 members 
Mstep: Class 20 contains 10751 members 
Mstep: Class 21 contains 1441 members 
Mstep: Class 22 contains 18801 members 
Mstep: Class 23 contains 10634 members 
Mstep: Class 24 contains 3525 members 
Mstep: Class 25 contains 17994 members 
Mstep: Class 26 contains 15305 members 
Mstep: Class 27 contains 15865 members 
Mstep: Class 28 contains 4991 members 
Mstep: Class 29 contains 34601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230216.000000 Penalty: 101862.882812
Iteration 59Q: 30 clusters Score -1.022302e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 212396 members 
Mstep: Class 3 contains 85536 members 
Mstep: Class 4 contains 24942 members 
Mstep: Class 5 contains 201115 members 
Mstep: Class 6 contains 7351 members 
Mstep: Class 7 contains 10365 members 
Mstep: Class 8 contains 3099 members 
Mstep: Class 9 contains 82113 members 
Mstep: Class 10 contains 399912 members 
Mstep: Class 11 contains 27244 members 
Mstep: Class 12 contains 5814 members 
Mstep: Class 13 contains 13860 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 8025 members 
Mstep: Class 16 contains 127577 members 
Mstep: Class 17 contains 13935 members 
Mstep: Class 18 contains 26605 members 
Mstep: Class 19 contains 5505 members 
Mstep: Class 20 contains 10755 members 
Mstep: Class 21 contains 1449 members 
Mstep: Class 22 contains 18798 members 
Mstep: Class 23 contains 10666 members 
Mstep: Class 24 contains 3525 members 
Mstep: Class 25 contains 17939 members 
Mstep: Class 26 contains 15289 members 
Mstep: Class 27 contains 15872 members 
Mstep: Class 28 contains 5013 members 
Mstep: Class 29 contains 34572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230648.000000 Penalty: 101862.882812
Iteration 60F: 30 clusters Score -1.022306e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 212364 members 
Mstep: Class 3 contains 85515 members 
Mstep: Class 4 contains 24935 members 
Mstep: Class 5 contains 201132 members 
Mstep: Class 6 contains 7369 members 
Mstep: Class 7 contains 10457 members 
Mstep: Class 8 contains 3144 members 
Mstep: Class 9 contains 82097 members 
Mstep: Class 10 contains 399851 members 
Mstep: Class 11 contains 27372 members 
Mstep: Class 12 contains 5740 members 
Mstep: Class 13 contains 13816 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 127581 members 
Mstep: Class 17 contains 13925 members 
Mstep: Class 18 contains 26650 members 
Mstep: Class 19 contains 5471 members 
Mstep: Class 20 contains 10752 members 
Mstep: Class 21 contains 1464 members 
Mstep: Class 22 contains 18788 members 
Mstep: Class 23 contains 10706 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 17869 members 
Mstep: Class 26 contains 15280 members 
Mstep: Class 27 contains 15882 members 
Mstep: Class 28 contains 5060 members 
Mstep: Class 29 contains 34536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231464.000000 Penalty: 101862.882812
Iteration 61Q: 30 clusters Score -1.022315e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 212313 members 
Mstep: Class 3 contains 85474 members 
Mstep: Class 4 contains 24918 members 
Mstep: Class 5 contains 201159 members 
Mstep: Class 6 contains 7385 members 
Mstep: Class 7 contains 10499 members 
Mstep: Class 8 contains 3147 members 
Mstep: Class 9 contains 82081 members 
Mstep: Class 10 contains 399803 members 
Mstep: Class 11 contains 27472 members 
Mstep: Class 12 contains 5691 members 
Mstep: Class 13 contains 13788 members 
Mstep: Class 14 contains 8386 members 
Mstep: Class 15 contains 8051 members 
Mstep: Class 16 contains 127607 members 
Mstep: Class 17 contains 13933 members 
Mstep: Class 18 contains 26686 members 
Mstep: Class 19 contains 5488 members 
Mstep: Class 20 contains 10768 members 
Mstep: Class 21 contains 1485 members 
Mstep: Class 22 contains 18766 members 
Mstep: Class 23 contains 10744 members 
Mstep: Class 24 contains 3438 members 
Mstep: Class 25 contains 17803 members 
Mstep: Class 26 contains 15270 members 
Mstep: Class 27 contains 15893 members 
Mstep: Class 28 contains 5080 members 
Mstep: Class 29 contains 34505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231448.000000 Penalty: 101862.882812
Iteration 62Q: 30 clusters Score -1.022314e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 212262 members 
Mstep: Class 3 contains 85441 members 
Mstep: Class 4 contains 24894 members 
Mstep: Class 5 contains 201176 members 
Mstep: Class 6 contains 7416 members 
Mstep: Class 7 contains 10536 members 
Mstep: Class 8 contains 3149 members 
Mstep: Class 9 contains 82052 members 
Mstep: Class 10 contains 399755 members 
Mstep: Class 11 contains 27570 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 13752 members 
Mstep: Class 14 contains 8391 members 
Mstep: Class 15 contains 8065 members 
Mstep: Class 16 contains 127630 members 
Mstep: Class 17 contains 13949 members 
Mstep: Class 18 contains 26727 members 
Mstep: Class 19 contains 5504 members 
Mstep: Class 20 contains 10785 members 
Mstep: Class 21 contains 1504 members 
Mstep: Class 22 contains 18756 members 
Mstep: Class 23 contains 10794 members 
Mstep: Class 24 contains 3406 members 
Mstep: Class 25 contains 17727 members 
Mstep: Class 26 contains 15261 members 
Mstep: Class 27 contains 15905 members 
Mstep: Class 28 contains 5114 members 
Mstep: Class 29 contains 34481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231640.000000 Penalty: 101862.882812
Iteration 63Q: 30 clusters Score -1.022316e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 212198 members 
Mstep: Class 3 contains 85428 members 
Mstep: Class 4 contains 24878 members 
Mstep: Class 5 contains 201194 members 
Mstep: Class 6 contains 7441 members 
Mstep: Class 7 contains 10570 members 
Mstep: Class 8 contains 3148 members 
Mstep: Class 9 contains 82026 members 
Mstep: Class 10 contains 399711 members 
Mstep: Class 11 contains 27642 members 
Mstep: Class 12 contains 5553 members 
Mstep: Class 13 contains 13716 members 
Mstep: Class 14 contains 8389 members 
Mstep: Class 15 contains 8080 members 
Mstep: Class 16 contains 127652 members 
Mstep: Class 17 contains 13952 members 
Mstep: Class 18 contains 26768 members 
Mstep: Class 19 contains 5523 members 
Mstep: Class 20 contains 10791 members 
Mstep: Class 21 contains 1522 members 
Mstep: Class 22 contains 18755 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 17644 members 
Mstep: Class 26 contains 15255 members 
Mstep: Class 27 contains 15912 members 
Mstep: Class 28 contains 5150 members 
Mstep: Class 29 contains 34458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231776.000000 Penalty: 101862.882812
Iteration 64Q: 30 clusters Score -1.022318e+08 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 212132 members 
Mstep: Class 3 contains 85403 members 
Mstep: Class 4 contains 24888 members 
Mstep: Class 5 contains 201216 members 
Mstep: Class 6 contains 7463 members 
Mstep: Class 7 contains 10569 members 
Mstep: Class 8 contains 3151 members 
Mstep: Class 9 contains 82003 members 
Mstep: Class 10 contains 399658 members 
Mstep: Class 11 contains 27728 members 
Mstep: Class 12 contains 5486 members 
Mstep: Class 13 contains 13686 members 
Mstep: Class 14 contains 8395 members 
Mstep: Class 15 contains 8097 members 
Mstep: Class 16 contains 127678 members 
Mstep: Class 17 contains 13956 members 
Mstep: Class 18 contains 26804 members 
Mstep: Class 19 contains 5538 members 
Mstep: Class 20 contains 10808 members 
Mstep: Class 21 contains 1534 members 
Mstep: Class 22 contains 18763 members 
Mstep: Class 23 contains 10926 members 
Mstep: Class 24 contains 3372 members 
Mstep: Class 25 contains 17560 members 
Mstep: Class 26 contains 15244 members 
Mstep: Class 27 contains 15911 members 
Mstep: Class 28 contains 5164 members 
Mstep: Class 29 contains 34429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231920.000000 Penalty: 101862.882812
Iteration 65Q: 30 clusters Score -1.022319e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 212078 members 
Mstep: Class 3 contains 85375 members 
Mstep: Class 4 contains 24888 members 
Mstep: Class 5 contains 201216 members 
Mstep: Class 6 contains 7502 members 
Mstep: Class 7 contains 10546 members 
Mstep: Class 8 contains 3150 members 
Mstep: Class 9 contains 81991 members 
Mstep: Class 10 contains 399607 members 
Mstep: Class 11 contains 27812 members 
Mstep: Class 12 contains 5452 members 
Mstep: Class 13 contains 13655 members 
Mstep: Class 14 contains 8392 members 
Mstep: Class 15 contains 8104 members 
Mstep: Class 16 contains 127714 members 
Mstep: Class 17 contains 13967 members 
Mstep: Class 18 contains 26846 members 
Mstep: Class 19 contains 5544 members 
Mstep: Class 20 contains 10823 members 
Mstep: Class 21 contains 1543 members 
Mstep: Class 22 contains 18769 members 
Mstep: Class 23 contains 11002 members 
Mstep: Class 24 contains 3364 members 
Mstep: Class 25 contains 17473 members 
Mstep: Class 26 contains 15231 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 5185 members 
Mstep: Class 29 contains 34412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231768.000000 Penalty: 101862.882812
Iteration 66Q: 30 clusters Score -1.022318e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 212031 members 
Mstep: Class 3 contains 85347 members 
Mstep: Class 4 contains 24876 members 
Mstep: Class 5 contains 201218 members 
Mstep: Class 6 contains 7557 members 
Mstep: Class 7 contains 10519 members 
Mstep: Class 8 contains 3146 members 
Mstep: Class 9 contains 81979 members 
Mstep: Class 10 contains 399561 members 
Mstep: Class 11 contains 27888 members 
Mstep: Class 12 contains 5435 members 
Mstep: Class 13 contains 13624 members 
Mstep: Class 14 contains 8397 members 
Mstep: Class 15 contains 8117 members 
Mstep: Class 16 contains 127741 members 
Mstep: Class 17 contains 13983 members 
Mstep: Class 18 contains 26884 members 
Mstep: Class 19 contains 5549 members 
Mstep: Class 20 contains 10838 members 
Mstep: Class 21 contains 1552 members 
Mstep: Class 22 contains 18767 members 
Mstep: Class 23 contains 11076 members 
Mstep: Class 24 contains 3359 members 
Mstep: Class 25 contains 17385 members 
Mstep: Class 26 contains 15205 members 
Mstep: Class 27 contains 15916 members 
Mstep: Class 28 contains 5206 members 
Mstep: Class 29 contains 34397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231944.000000 Penalty: 101862.882812
Iteration 67Q: 30 clusters Score -1.022319e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 211980 members 
Mstep: Class 3 contains 85317 members 
Mstep: Class 4 contains 24867 members 
Mstep: Class 5 contains 201206 members 
Mstep: Class 6 contains 7607 members 
Mstep: Class 7 contains 10498 members 
Mstep: Class 8 contains 3146 members 
Mstep: Class 9 contains 81959 members 
Mstep: Class 10 contains 399523 members 
Mstep: Class 11 contains 27960 members 
Mstep: Class 12 contains 5419 members 
Mstep: Class 13 contains 13590 members 
Mstep: Class 14 contains 8397 members 
Mstep: Class 15 contains 8124 members 
Mstep: Class 16 contains 127769 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 26935 members 
Mstep: Class 19 contains 5557 members 
Mstep: Class 20 contains 10849 members 
Mstep: Class 21 contains 1565 members 
Mstep: Class 22 contains 18757 members 
Mstep: Class 23 contains 11155 members 
Mstep: Class 24 contains 3357 members 
Mstep: Class 25 contains 17301 members 
Mstep: Class 26 contains 15184 members 
Mstep: Class 27 contains 15916 members 
Mstep: Class 28 contains 5227 members 
Mstep: Class 29 contains 34381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231944.000000 Penalty: 101862.882812
Iteration 68Q: 30 clusters Score -1.022319e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 211929 members 
Mstep: Class 3 contains 85311 members 
Mstep: Class 4 contains 24872 members 
Mstep: Class 5 contains 201188 members 
Mstep: Class 6 contains 7636 members 
Mstep: Class 7 contains 10474 members 
Mstep: Class 8 contains 3146 members 
Mstep: Class 9 contains 81937 members 
Mstep: Class 10 contains 399483 members 
Mstep: Class 11 contains 28033 members 
Mstep: Class 12 contains 5412 members 
Mstep: Class 13 contains 13549 members 
Mstep: Class 14 contains 8390 members 
Mstep: Class 15 contains 8139 members 
Mstep: Class 16 contains 127793 members 
Mstep: Class 17 contains 14002 members 
Mstep: Class 18 contains 26988 members 
Mstep: Class 19 contains 5566 members 
Mstep: Class 20 contains 10856 members 
Mstep: Class 21 contains 1572 members 
Mstep: Class 22 contains 18744 members 
Mstep: Class 23 contains 11247 members 
Mstep: Class 24 contains 3353 members 
Mstep: Class 25 contains 17210 members 
Mstep: Class 26 contains 15163 members 
Mstep: Class 27 contains 15916 members 
Mstep: Class 28 contains 5249 members 
Mstep: Class 29 contains 34373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232184.000000 Penalty: 101862.882812
Iteration 69Q: 30 clusters Score -1.022322e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 211868 members 
Mstep: Class 3 contains 85294 members 
Mstep: Class 4 contains 24885 members 
Mstep: Class 5 contains 201184 members 
Mstep: Class 6 contains 7676 members 
Mstep: Class 7 contains 10455 members 
Mstep: Class 8 contains 3146 members 
Mstep: Class 9 contains 81932 members 
Mstep: Class 10 contains 399443 members 
Mstep: Class 11 contains 28102 members 
Mstep: Class 12 contains 5403 members 
Mstep: Class 13 contains 13505 members 
Mstep: Class 14 contains 8387 members 
Mstep: Class 15 contains 8157 members 
Mstep: Class 16 contains 127804 members 
Mstep: Class 17 contains 14012 members 
Mstep: Class 18 contains 27033 members 
Mstep: Class 19 contains 5575 members 
Mstep: Class 20 contains 10864 members 
Mstep: Class 21 contains 1582 members 
Mstep: Class 22 contains 18721 members 
Mstep: Class 23 contains 11341 members 
Mstep: Class 24 contains 3351 members 
Mstep: Class 25 contains 17121 members 
Mstep: Class 26 contains 15139 members 
Mstep: Class 27 contains 15917 members 
Mstep: Class 28 contains 5267 members 
Mstep: Class 29 contains 34348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232328.000000 Penalty: 101862.882812
Iteration 70Q: 30 clusters Score -1.022323e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 211812 members 
Mstep: Class 3 contains 85305 members 
Mstep: Class 4 contains 24894 members 
Mstep: Class 5 contains 201161 members 
Mstep: Class 6 contains 7699 members 
Mstep: Class 7 contains 10444 members 
Mstep: Class 8 contains 3145 members 
Mstep: Class 9 contains 81922 members 
Mstep: Class 10 contains 399418 members 
Mstep: Class 11 contains 28179 members 
Mstep: Class 12 contains 5389 members 
Mstep: Class 13 contains 13480 members 
Mstep: Class 14 contains 8384 members 
Mstep: Class 15 contains 8180 members 
Mstep: Class 16 contains 127808 members 
Mstep: Class 17 contains 14000 members 
Mstep: Class 18 contains 27073 members 
Mstep: Class 19 contains 5584 members 
Mstep: Class 20 contains 10868 members 
Mstep: Class 21 contains 1591 members 
Mstep: Class 22 contains 18714 members 
Mstep: Class 23 contains 11448 members 
Mstep: Class 24 contains 3349 members 
Mstep: Class 25 contains 16992 members 
Mstep: Class 26 contains 15118 members 
Mstep: Class 27 contains 15920 members 
Mstep: Class 28 contains 5288 members 
Mstep: Class 29 contains 34330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232456.000000 Penalty: 101862.882812
Iteration 71Q: 30 clusters Score -1.022325e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 211766 members 
Mstep: Class 3 contains 85272 members 
Mstep: Class 4 contains 24899 members 
Mstep: Class 5 contains 201154 members 
Mstep: Class 6 contains 7733 members 
Mstep: Class 7 contains 10430 members 
Mstep: Class 8 contains 3144 members 
Mstep: Class 9 contains 81918 members 
Mstep: Class 10 contains 399399 members 
Mstep: Class 11 contains 28265 members 
Mstep: Class 12 contains 5374 members 
Mstep: Class 13 contains 13440 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 8206 members 
Mstep: Class 16 contains 127815 members 
Mstep: Class 17 contains 14000 members 
Mstep: Class 18 contains 27104 members 
Mstep: Class 19 contains 5589 members 
Mstep: Class 20 contains 10876 members 
Mstep: Class 21 contains 1598 members 
Mstep: Class 22 contains 18693 members 
Mstep: Class 23 contains 11544 members 
Mstep: Class 24 contains 3348 members 
Mstep: Class 25 contains 16878 members 
Mstep: Class 26 contains 15093 members 
Mstep: Class 27 contains 15920 members 
Mstep: Class 28 contains 5310 members 
Mstep: Class 29 contains 34326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232224.000000 Penalty: 101862.882812
Iteration 72Q: 30 clusters Score -1.022322e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 211724 members 
Mstep: Class 3 contains 85269 members 
Mstep: Class 4 contains 24908 members 
Mstep: Class 5 contains 201164 members 
Mstep: Class 6 contains 7769 members 
Mstep: Class 7 contains 10415 members 
Mstep: Class 8 contains 3145 members 
Mstep: Class 9 contains 81907 members 
Mstep: Class 10 contains 399341 members 
Mstep: Class 11 contains 28343 members 
Mstep: Class 12 contains 5373 members 
Mstep: Class 13 contains 13398 members 
Mstep: Class 14 contains 8377 members 
Mstep: Class 15 contains 8220 members 
Mstep: Class 16 contains 127821 members 
Mstep: Class 17 contains 13996 members 
Mstep: Class 18 contains 27127 members 
Mstep: Class 19 contains 5590 members 
Mstep: Class 20 contains 10888 members 
Mstep: Class 21 contains 1611 members 
Mstep: Class 22 contains 18680 members 
Mstep: Class 23 contains 11655 members 
Mstep: Class 24 contains 3346 members 
Mstep: Class 25 contains 16742 members 
Mstep: Class 26 contains 15076 members 
Mstep: Class 27 contains 15921 members 
Mstep: Class 28 contains 5339 members 
Mstep: Class 29 contains 34317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232352.000000 Penalty: 101862.882812
Iteration 73Q: 30 clusters Score -1.022324e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 211680 members 
Mstep: Class 3 contains 85277 members 
Mstep: Class 4 contains 24932 members 
Mstep: Class 5 contains 201161 members 
Mstep: Class 6 contains 7802 members 
Mstep: Class 7 contains 10396 members 
Mstep: Class 8 contains 3146 members 
Mstep: Class 9 contains 81885 members 
Mstep: Class 10 contains 399296 members 
Mstep: Class 11 contains 28424 members 
Mstep: Class 12 contains 5375 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 8372 members 
Mstep: Class 15 contains 8239 members 
Mstep: Class 16 contains 127837 members 
Mstep: Class 17 contains 13972 members 
Mstep: Class 18 contains 27149 members 
Mstep: Class 19 contains 5590 members 
Mstep: Class 20 contains 10896 members 
Mstep: Class 21 contains 1625 members 
Mstep: Class 22 contains 18670 members 
Mstep: Class 23 contains 11761 members 
Mstep: Class 24 contains 3344 members 
Mstep: Class 25 contains 16608 members 
Mstep: Class 26 contains 15055 members 
Mstep: Class 27 contains 15919 members 
Mstep: Class 28 contains 5356 members 
Mstep: Class 29 contains 34312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232296.000000 Penalty: 101862.882812
Iteration 74Q: 30 clusters Score -1.022323e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 211647 members 
Mstep: Class 3 contains 85271 members 
Mstep: Class 4 contains 24959 members 
Mstep: Class 5 contains 201137 members 
Mstep: Class 6 contains 7834 members 
Mstep: Class 7 contains 10383 members 
Mstep: Class 8 contains 3143 members 
Mstep: Class 9 contains 81853 members 
Mstep: Class 10 contains 399269 members 
Mstep: Class 11 contains 28511 members 
Mstep: Class 12 contains 5377 members 
Mstep: Class 13 contains 13332 members 
Mstep: Class 14 contains 8368 members 
Mstep: Class 15 contains 8265 members 
Mstep: Class 16 contains 127841 members 
Mstep: Class 17 contains 13950 members 
Mstep: Class 18 contains 27175 members 
Mstep: Class 19 contains 5590 members 
Mstep: Class 20 contains 10904 members 
Mstep: Class 21 contains 1637 members 
Mstep: Class 22 contains 18664 members 
Mstep: Class 23 contains 11905 members 
Mstep: Class 24 contains 3344 members 
Mstep: Class 25 contains 16459 members 
Mstep: Class 26 contains 15036 members 
Mstep: Class 27 contains 15921 members 
Mstep: Class 28 contains 5371 members 
Mstep: Class 29 contains 34302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232608.000000 Penalty: 101862.882812
Iteration 75Q: 30 clusters Score -1.022326e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 211591 members 
Mstep: Class 3 contains 85262 members 
Mstep: Class 4 contains 24994 members 
Mstep: Class 5 contains 201125 members 
Mstep: Class 6 contains 7870 members 
Mstep: Class 7 contains 10368 members 
Mstep: Class 8 contains 3141 members 
Mstep: Class 9 contains 81834 members 
Mstep: Class 10 contains 399238 members 
Mstep: Class 11 contains 28578 members 
Mstep: Class 12 contains 5369 members 
Mstep: Class 13 contains 13265 members 
Mstep: Class 14 contains 8365 members 
Mstep: Class 15 contains 8288 members 
Mstep: Class 16 contains 127859 members 
Mstep: Class 17 contains 13932 members 
Mstep: Class 18 contains 27198 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 10911 members 
Mstep: Class 21 contains 1655 members 
Mstep: Class 22 contains 18656 members 
Mstep: Class 23 contains 12049 members 
Mstep: Class 24 contains 3345 members 
Mstep: Class 25 contains 16307 members 
Mstep: Class 26 contains 15028 members 
Mstep: Class 27 contains 15925 members 
Mstep: Class 28 contains 5381 members 
Mstep: Class 29 contains 34306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232632.000000 Penalty: 101862.882812
Iteration 76Q: 30 clusters Score -1.022326e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 211550 members 
Mstep: Class 3 contains 85259 members 
Mstep: Class 4 contains 25022 members 
Mstep: Class 5 contains 201122 members 
Mstep: Class 6 contains 7899 members 
Mstep: Class 7 contains 10354 members 
Mstep: Class 8 contains 3138 members 
Mstep: Class 9 contains 81818 members 
Mstep: Class 10 contains 399221 members 
Mstep: Class 11 contains 28648 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 13197 members 
Mstep: Class 14 contains 8361 members 
Mstep: Class 15 contains 8317 members 
Mstep: Class 16 contains 127864 members 
Mstep: Class 17 contains 13897 members 
Mstep: Class 18 contains 27212 members 
Mstep: Class 19 contains 5596 members 
Mstep: Class 20 contains 10918 members 
Mstep: Class 21 contains 1668 members 
Mstep: Class 22 contains 18655 members 
Mstep: Class 23 contains 12209 members 
Mstep: Class 24 contains 3345 members 
Mstep: Class 25 contains 16133 members 
Mstep: Class 26 contains 15022 members 
Mstep: Class 27 contains 15931 members 
Mstep: Class 28 contains 5395 members 
Mstep: Class 29 contains 34308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232776.000000 Penalty: 101862.882812
Iteration 77Q: 30 clusters Score -1.022328e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 211505 members 
Mstep: Class 3 contains 85240 members 
Mstep: Class 4 contains 25043 members 
Mstep: Class 5 contains 201110 members 
Mstep: Class 6 contains 7930 members 
Mstep: Class 7 contains 10336 members 
Mstep: Class 8 contains 3136 members 
Mstep: Class 9 contains 81805 members 
Mstep: Class 10 contains 399165 members 
Mstep: Class 11 contains 28742 members 
Mstep: Class 12 contains 5371 members 
Mstep: Class 13 contains 13129 members 
Mstep: Class 14 contains 8367 members 
Mstep: Class 15 contains 8344 members 
Mstep: Class 16 contains 127877 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 27230 members 
Mstep: Class 19 contains 5597 members 
Mstep: Class 20 contains 10932 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 18645 members 
Mstep: Class 23 contains 12405 members 
Mstep: Class 24 contains 3343 members 
Mstep: Class 25 contains 15922 members 
Mstep: Class 26 contains 15015 members 
Mstep: Class 27 contains 15933 members 
Mstep: Class 28 contains 5414 members 
Mstep: Class 29 contains 34318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232776.000000 Penalty: 101862.882812
Iteration 78Q: 30 clusters Score -1.022328e+08 nChanged 1016
Entering ConstructFrom: 
Score: -102232776.000000 Penalty: 101862.882812
Entering ConstructFrom: 
Trying to split cluster 1 (18606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Entering Unmasked Estep 
Score: -1196947.125000 Penalty: 2438.147461
	Iteration 0F: 2 clusters Score -1196947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1183743.875000 Penalty: 4876.294922
	Iteration 0F: 3 clusters Score -1183744 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1188594.125000 Penalty: 4876.294922
	Iteration 1F: 3 clusters Score -1188594 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1189607.000000 Penalty: 4876.294922
	Iteration 2F: 3 clusters Score -1189607 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1190871.250000 Penalty: 4876.294922
	Iteration 3F: 3 clusters Score -1190871 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1192323.125000 Penalty: 4876.294922
	Iteration 4F: 3 clusters Score -1192323 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1193615.875000 Penalty: 4876.294922
	Iteration 5F: 3 clusters Score -1193616 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1194540.750000 Penalty: 4876.294922
	Iteration 6F: 3 clusters Score -1194541 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1195048.875000 Penalty: 4876.294922
	Iteration 7Q: 3 clusters Score -1195049 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1195354.750000 Penalty: 4876.294922
	Iteration 8Q: 3 clusters Score -1195355 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1195562.250000 Penalty: 4876.294922
	Iteration 9Q: 3 clusters Score -1195562 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1195719.250000 Penalty: 4876.294922
	Iteration 10Q: 3 clusters Score -1195719 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1195833.250000 Penalty: 4876.294922
	Iteration 11Q: 3 clusters Score -1195833 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1195912.875000 Penalty: 4876.294922
	Iteration 12Q: 3 clusters Score -1195913 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1195967.625000 Penalty: 4876.294922
	Iteration 13Q: 3 clusters Score -1195968 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1196013.500000 Penalty: 4876.294922
	Iteration 14Q: 3 clusters Score -1196014 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1196057.375000 Penalty: 4876.294922
	Iteration 15Q: 3 clusters Score -1196057 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1196097.500000 Penalty: 4876.294922
	Iteration 16Q: 3 clusters Score -1196098 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1196137.250000 Penalty: 4876.294922
	Iteration 17Q: 3 clusters Score -1196137 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1196166.250000 Penalty: 4876.294922
	Iteration 18Q: 3 clusters Score -1196166 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -1196186.000000 Penalty: 4876.294922
	Iteration 19Q: 3 clusters Score -1196186 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1196205.500000 Penalty: 4876.294922
	Iteration 20F: 3 clusters Score -1196206 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1196213.125000 Penalty: 4876.294922
	Iteration 21Q: 3 clusters Score -1196213 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -1196227.250000 Penalty: 4876.294922
	Iteration 22Q: 3 clusters Score -1196227 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1196239.375000 Penalty: 4876.294922
	Iteration 23Q: 3 clusters Score -1196239 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1196245.750000 Penalty: 4876.294922
	Iteration 24Q: 3 clusters Score -1196246 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -1196256.500000 Penalty: 4876.294922
	Iteration 25Q: 3 clusters Score -1196256 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -1196259.250000 Penalty: 4876.294922
	Iteration 26Q: 3 clusters Score -1196259 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1196272.000000 Penalty: 4876.294922
	Iteration 27Q: 3 clusters Score -1196272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1196269.375000 Penalty: 4876.294922
	Iteration 28Q: 3 clusters Score -1196269 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1196279.875000 Penalty: 4876.294922
	Iteration 29Q: 3 clusters Score -1196280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1196288.375000 Penalty: 4876.294922
	Iteration 30Q: 3 clusters Score -1196288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1196289.250000 Penalty: 4876.294922
	Iteration 31Q: 3 clusters Score -1196289 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -1196291.875000 Penalty: 4876.294922
	Iteration 32Q: 3 clusters Score -1196292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -1196295.125000 Penalty: 4876.294922
	Iteration 33Q: 3 clusters Score -1196295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1196298.875000 Penalty: 4876.294922
	Iteration 34Q: 3 clusters Score -1196299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -1196301.000000 Penalty: 4876.294922
	Iteration 35Q: 3 clusters Score -1196301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -1196302.875000 Penalty: 4876.294922
	Iteration 36Q: 3 clusters Score -1196303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -1196305.000000 Penalty: 4876.294922
	Iteration 37Q: 3 clusters Score -1196305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -1196303.500000 Penalty: 4876.294922
	Iteration 38Q: 3 clusters Score -1196304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -1196304.500000 Penalty: 4876.294922
	Iteration 39Q: 3 clusters Score -1196304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1196312.000000 Penalty: 4876.294922
	Iteration 40F: 3 clusters Score -1196312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1196308.875000 Penalty: 4876.294922
	Iteration 41Q: 3 clusters Score -1196309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -1196311.875000 Penalty: 4876.294922
	Iteration 42Q: 3 clusters Score -1196312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -1196317.000000 Penalty: 4876.294922
	Iteration 43Q: 3 clusters Score -1196317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -1196322.125000 Penalty: 4876.294922
	Iteration 44Q: 3 clusters Score -1196322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -1196323.750000 Penalty: 4876.294922
	Iteration 45Q: 3 clusters Score -1196324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1196325.000000 Penalty: 4876.294922
	Iteration 46Q: 3 clusters Score -1196325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -1196328.375000 Penalty: 4876.294922
	Iteration 47Q: 3 clusters Score -1196328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -1196328.125000 Penalty: 4876.294922
	Iteration 48Q: 3 clusters Score -1196328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -1196335.625000 Penalty: 4876.294922
	Iteration 49Q: 3 clusters Score -1196336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1196338.375000 Penalty: 4876.294922
	Iteration 50Q: 3 clusters Score -1196338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -1196340.500000 Penalty: 4876.294922
	Iteration 51Q: 3 clusters Score -1196340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -1196344.000000 Penalty: 4876.294922
	Iteration 52Q: 3 clusters Score -1196344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -1196347.500000 Penalty: 4876.294922
	Iteration 53Q: 3 clusters Score -1196348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -1196354.625000 Penalty: 4876.294922
	Iteration 54Q: 3 clusters Score -1196355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1196365.250000 Penalty: 4876.294922
	Iteration 55Q: 3 clusters Score -1196365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -1196372.000000 Penalty: 4876.294922
	Iteration 56Q: 3 clusters Score -1196372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -1196372.875000 Penalty: 4876.294922
	Iteration 57Q: 3 clusters Score -1196373 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -1196378.875000 Penalty: 4876.294922
	Iteration 58Q: 3 clusters Score -1196379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -1196386.875000 Penalty: 4876.294922
	Iteration 59Q: 3 clusters Score -1196387 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -1196395.500000 Penalty: 4876.294922
	Iteration 60F: 3 clusters Score -1196396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -1196398.875000 Penalty: 4876.294922
	Iteration 61Q: 3 clusters Score -1196399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -1196401.625000 Penalty: 4876.294922
	Iteration 62Q: 3 clusters Score -1196402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -1196404.625000 Penalty: 4876.294922
	Iteration 63Q: 3 clusters Score -1196405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -1196411.000000 Penalty: 4876.294922
	Iteration 64Q: 3 clusters Score -1196411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -1196416.875000 Penalty: 4876.294922
	Iteration 65Q: 3 clusters Score -1196417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1196423.000000 Penalty: 4876.294922
	Iteration 66Q: 3 clusters Score -1196423 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1196428.625000 Penalty: 4876.294922
	Iteration 67Q: 3 clusters Score -1196429 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -1196442.125000 Penalty: 4876.294922
	Iteration 68Q: 3 clusters Score -1196442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -1196450.125000 Penalty: 4876.294922
	Iteration 69Q: 3 clusters Score -1196450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -1196457.125000 Penalty: 4876.294922
	Iteration 70Q: 3 clusters Score -1196457 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -1196462.875000 Penalty: 4876.294922
	Iteration 71Q: 3 clusters Score -1196463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -1196468.750000 Penalty: 4876.294922
	Iteration 72Q: 3 clusters Score -1196469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -1196475.375000 Penalty: 4876.294922
	Iteration 73Q: 3 clusters Score -1196475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -1196481.000000 Penalty: 4876.294922
	Iteration 74Q: 3 clusters Score -1196481 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -1196486.625000 Penalty: 4876.294922
	Iteration 75Q: 3 clusters Score -1196487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -1196492.000000 Penalty: 4876.294922
	Iteration 76Q: 3 clusters Score -1196492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -1196503.125000 Penalty: 4876.294922
	Iteration 77Q: 3 clusters Score -1196503 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -1196509.750000 Penalty: 4876.294922
	Iteration 78Q: 3 clusters Score -1196510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -1196523.250000 Penalty: 4876.294922
	Iteration 79Q: 3 clusters Score -1196523 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -1196525.500000 Penalty: 4876.294922
	Iteration 80F: 3 clusters Score -1196526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -1196530.125000 Penalty: 4876.294922
	Iteration 81Q: 3 clusters Score -1196530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -1196536.500000 Penalty: 4876.294922
	Iteration 82Q: 3 clusters Score -1196536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -1196542.000000 Penalty: 4876.294922
	Iteration 83Q: 3 clusters Score -1196542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -1196550.500000 Penalty: 4876.294922
	Iteration 84Q: 3 clusters Score -1196550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -1196557.625000 Penalty: 4876.294922
	Iteration 85Q: 3 clusters Score -1196558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1196569.875000 Penalty: 4876.294922
	Iteration 86Q: 3 clusters Score -1196570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -1196593.375000 Penalty: 4876.294922
	Iteration 87Q: 3 clusters Score -1196593 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -1196620.625000 Penalty: 4876.294922
	Iteration 88Q: 3 clusters Score -1196621 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -1196639.125000 Penalty: 4876.294922
	Iteration 89Q: 3 clusters Score -1196639 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -1196657.125000 Penalty: 4876.294922
	Iteration 90Q: 3 clusters Score -1196657 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -1196666.375000 Penalty: 4876.294922
	Iteration 91Q: 3 clusters Score -1196666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -1196677.250000 Penalty: 4876.294922
	Iteration 92Q: 3 clusters Score -1196677 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -1196686.750000 Penalty: 4876.294922
	Iteration 93Q: 3 clusters Score -1196687 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -1196697.875000 Penalty: 4876.294922
	Iteration 94Q: 3 clusters Score -1196698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -1196706.625000 Penalty: 4876.294922
	Iteration 95Q: 3 clusters Score -1196707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -1196706.250000 Penalty: 4876.294922
	Iteration 96Q: 3 clusters Score -1196706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -1196708.125000 Penalty: 4876.294922
	Iteration 97Q: 3 clusters Score -1196708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -1196709.750000 Penalty: 4876.294922
	Iteration 98Q: 3 clusters Score -1196710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -1196714.375000 Penalty: 4876.294922
	Iteration 99Q: 3 clusters Score -1196714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -1196745.250000 Penalty: 4876.294922
	Iteration 100F: 3 clusters Score -1196745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -1196767.625000 Penalty: 4876.294922
	Iteration 101Q: 3 clusters Score -1196768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -1196777.875000 Penalty: 4876.294922
	Iteration 102Q: 3 clusters Score -1196778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -1196796.125000 Penalty: 4876.294922
	Iteration 103Q: 3 clusters Score -1196796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -1196806.000000 Penalty: 4876.294922
	Iteration 104Q: 3 clusters Score -1196806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -1196816.875000 Penalty: 4876.294922
	Iteration 105Q: 3 clusters Score -1196817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -1196821.125000 Penalty: 4876.294922
	Iteration 106Q: 3 clusters Score -1196821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -1196830.250000 Penalty: 4876.294922
	Iteration 107Q: 3 clusters Score -1196830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -1196837.625000 Penalty: 4876.294922
	Iteration 108Q: 3 clusters Score -1196838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -1196838.625000 Penalty: 4876.294922
	Iteration 109Q: 3 clusters Score -1196839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -1196839.875000 Penalty: 4876.294922
	Iteration 110Q: 3 clusters Score -1196840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -1196840.250000 Penalty: 4876.294922
	Iteration 111Q: 3 clusters Score -1196840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -1196844.750000 Penalty: 4876.294922
	Iteration 112Q: 3 clusters Score -1196845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -1196848.000000 Penalty: 4876.294922
	Iteration 113Q: 3 clusters Score -1196848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -1196851.000000 Penalty: 4876.294922
	Iteration 114Q: 3 clusters Score -1196851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -1196850.375000 Penalty: 4876.294922
	Iteration 115Q: 3 clusters Score -1196850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -1196852.375000 Penalty: 4876.294922
	Iteration 116Q: 3 clusters Score -1196852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -1196854.375000 Penalty: 4876.294922
	Iteration 117Q: 3 clusters Score -1196854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -1196855.000000 Penalty: 4876.294922
	Iteration 118Q: 3 clusters Score -1196855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -1196854.250000 Penalty: 4876.294922
	Iteration 119Q: 3 clusters Score -1196854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -1196854.625000 Penalty: 4876.294922
	Iteration 120F: 3 clusters Score -1196855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -1196855.750000 Penalty: 4876.294922
	Iteration 121Q: 3 clusters Score -1196856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -1196858.000000 Penalty: 4876.294922
	Iteration 122Q: 3 clusters Score -1196858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -1196858.000000 Penalty: 4876.294922
	Iteration 123F: 3 clusters Score -1196858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (211452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211452 members 
Entering Unmasked Estep 
Score: -15776638.000000 Penalty: 3040.914795
	Iteration 0F: 2 clusters Score -1.577664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105497 members 
Mstep: Class 2 contains 105955 members 
Entering Unmasked Estep 
Score: -15634835.000000 Penalty: 6081.829590
	Iteration 0F: 3 clusters Score -1.563484e+07 nChanged 101839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103484 members 
Mstep: Class 2 contains 107968 members 
Entering Unmasked Estep 
Score: -15694017.000000 Penalty: 6081.829590
	Iteration 1F: 3 clusters Score -1.569402e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102902 members 
Mstep: Class 2 contains 108550 members 
Entering Unmasked Estep 
Score: -15694949.000000 Penalty: 6081.829590
	Iteration 2Q: 3 clusters Score -1.569495e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102111 members 
Mstep: Class 2 contains 109341 members 
Entering Unmasked Estep 
Score: -15696243.000000 Penalty: 6081.829590
	Iteration 3Q: 3 clusters Score -1.569624e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101251 members 
Mstep: Class 2 contains 110201 members 
Entering Unmasked Estep 
Score: -15698654.000000 Penalty: 6081.829590
	Iteration 4Q: 3 clusters Score -1.569865e+07 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100182 members 
Mstep: Class 2 contains 111270 members 
Entering Unmasked Estep 
Score: -15702167.000000 Penalty: 6081.829590
	Iteration 5Q: 3 clusters Score -1.570217e+07 nChanged 10845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98669 members 
Mstep: Class 2 contains 112783 members 
Entering Unmasked Estep 
Score: -15708419.000000 Penalty: 6081.829590
	Iteration 6F: 3 clusters Score -1.570842e+07 nChanged 12981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96478 members 
Mstep: Class 2 contains 114974 members 
Entering Unmasked Estep 
Score: -15716499.000000 Penalty: 6081.829590
	Iteration 7F: 3 clusters Score -1.57165e+07 nChanged 13944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93194 members 
Mstep: Class 2 contains 118258 members 
Entering Unmasked Estep 
Score: -15726042.000000 Penalty: 6081.829590
	Iteration 8F: 3 clusters Score -1.572604e+07 nChanged 13331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88771 members 
Mstep: Class 2 contains 122681 members 
Entering Unmasked Estep 
Score: -15733969.000000 Penalty: 6081.829590
	Iteration 9F: 3 clusters Score -1.573397e+07 nChanged 11494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83605 members 
Mstep: Class 2 contains 127847 members 
Entering Unmasked Estep 
Score: -15739417.000000 Penalty: 6081.829590
	Iteration 10F: 3 clusters Score -1.573942e+07 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77674 members 
Mstep: Class 2 contains 133778 members 
Entering Unmasked Estep 
Score: -15743172.000000 Penalty: 6081.829590
	Iteration 11Q: 3 clusters Score -1.574317e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70966 members 
Mstep: Class 2 contains 140486 members 
Entering Unmasked Estep 
Score: -15746193.000000 Penalty: 6081.829590
	Iteration 12Q: 3 clusters Score -1.574619e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63770 members 
Mstep: Class 2 contains 147682 members 
Entering Unmasked Estep 
Score: -15748935.000000 Penalty: 6081.829590
	Iteration 13Q: 3 clusters Score -1.574894e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56169 members 
Mstep: Class 2 contains 155283 members 
Entering Unmasked Estep 
Score: -15752159.000000 Penalty: 6081.829590
	Iteration 14Q: 3 clusters Score -1.575216e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 163103 members 
Entering Unmasked Estep 
Score: -15755298.000000 Penalty: 6081.829590
	Iteration 15Q: 3 clusters Score -1.57553e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 170832 members 
Entering Unmasked Estep 
Score: -15758632.000000 Penalty: 6081.829590
	Iteration 16Q: 3 clusters Score -1.575863e+07 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 178134 members 
Entering Unmasked Estep 
Score: -15761742.000000 Penalty: 6081.829590
	Iteration 17Q: 3 clusters Score -1.576174e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 184762 members 
Entering Unmasked Estep 
Score: -15764819.000000 Penalty: 6081.829590
	Iteration 18Q: 3 clusters Score -1.576482e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 190287 members 
Entering Unmasked Estep 
Score: -15767363.000000 Penalty: 6081.829590
	Iteration 19Q: 3 clusters Score -1.576736e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 194851 members 
Entering Unmasked Estep 
Score: -15769208.000000 Penalty: 6081.829590
	Iteration 20F: 3 clusters Score -1.576921e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 198390 members 
Entering Unmasked Estep 
Score: -15770732.000000 Penalty: 6081.829590
	Iteration 21Q: 3 clusters Score -1.577073e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 201058 members 
Entering Unmasked Estep 
Score: -15771785.000000 Penalty: 6081.829590
	Iteration 22Q: 3 clusters Score -1.577178e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 203030 members 
Entering Unmasked Estep 
Score: -15772537.000000 Penalty: 6081.829590
	Iteration 23Q: 3 clusters Score -1.577254e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 204386 members 
Entering Unmasked Estep 
Score: -15773007.000000 Penalty: 6081.829590
	Iteration 24Q: 3 clusters Score -1.577301e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 205370 members 
Entering Unmasked Estep 
Score: -15773329.000000 Penalty: 6081.829590
	Iteration 25Q: 3 clusters Score -1.577333e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 206096 members 
Entering Unmasked Estep 
Score: -15773639.000000 Penalty: 6081.829590
	Iteration 26Q: 3 clusters Score -1.577364e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 206640 members 
Entering Unmasked Estep 
Score: -15773826.000000 Penalty: 6081.829590
	Iteration 27Q: 3 clusters Score -1.577383e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 207088 members 
Entering Unmasked Estep 
Score: -15773986.000000 Penalty: 6081.829590
	Iteration 28Q: 3 clusters Score -1.577399e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 207431 members 
Entering Unmasked Estep 
Score: -15774117.000000 Penalty: 6081.829590
	Iteration 29Q: 3 clusters Score -1.577412e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 207731 members 
Entering Unmasked Estep 
Score: -15774235.000000 Penalty: 6081.829590
	Iteration 30Q: 3 clusters Score -1.577424e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 207972 members 
Entering Unmasked Estep 
Score: -15774290.000000 Penalty: 6081.829590
	Iteration 31Q: 3 clusters Score -1.577429e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 208155 members 
Entering Unmasked Estep 
Score: -15774362.000000 Penalty: 6081.829590
	Iteration 32Q: 3 clusters Score -1.577436e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 208288 members 
Entering Unmasked Estep 
Score: -15774420.000000 Penalty: 6081.829590
	Iteration 33Q: 3 clusters Score -1.577442e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 208380 members 
Entering Unmasked Estep 
Score: -15774455.000000 Penalty: 6081.829590
	Iteration 34Q: 3 clusters Score -1.577446e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 208468 members 
Entering Unmasked Estep 
Score: -15774439.000000 Penalty: 6081.829590
	Iteration 35Q: 3 clusters Score -1.577444e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 208542 members 
Entering Unmasked Estep 
Score: -15774422.000000 Penalty: 6081.829590
	Iteration 36Q: 3 clusters Score -1.577442e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 208615 members 
Entering Unmasked Estep 
Score: -15774464.000000 Penalty: 6081.829590
	Iteration 37Q: 3 clusters Score -1.577446e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 208674 members 
Entering Unmasked Estep 
Score: -15774486.000000 Penalty: 6081.829590
	Iteration 38Q: 3 clusters Score -1.577449e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 208719 members 
Entering Unmasked Estep 
Score: -15774472.000000 Penalty: 6081.829590
	Iteration 39Q: 3 clusters Score -1.577447e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 208756 members 
Entering Unmasked Estep 
Score: -15774497.000000 Penalty: 6081.829590
	Iteration 40F: 3 clusters Score -1.57745e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 208789 members 
Entering Unmasked Estep 
Score: -15774497.000000 Penalty: 6081.829590
	Iteration 41Q: 3 clusters Score -1.57745e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 208813 members 
Entering Unmasked Estep 
Score: -15774492.000000 Penalty: 6081.829590
	Iteration 42Q: 3 clusters Score -1.577449e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 208831 members 
Entering Unmasked Estep 
Score: -15774488.000000 Penalty: 6081.829590
	Iteration 43Q: 3 clusters Score -1.577449e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 208841 members 
Entering Unmasked Estep 
Score: -15774521.000000 Penalty: 6081.829590
	Iteration 44Q: 3 clusters Score -1.577452e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 208862 members 
Entering Unmasked Estep 
Score: -15774506.000000 Penalty: 6081.829590
	Iteration 45Q: 3 clusters Score -1.577451e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 208872 members 
Entering Unmasked Estep 
Score: -15774524.000000 Penalty: 6081.829590
	Iteration 46Q: 3 clusters Score -1.577452e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 208882 members 
Entering Unmasked Estep 
Score: -15774518.000000 Penalty: 6081.829590
	Iteration 47Q: 3 clusters Score -1.577452e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 208886 members 
Entering Unmasked Estep 
Score: -15774527.000000 Penalty: 6081.829590
	Iteration 48Q: 3 clusters Score -1.577453e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 208902 members 
Entering Unmasked Estep 
Score: -15774548.000000 Penalty: 6081.829590
	Iteration 49Q: 3 clusters Score -1.577455e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 208920 members 
Entering Unmasked Estep 
Score: -15774557.000000 Penalty: 6081.829590
	Iteration 50Q: 3 clusters Score -1.577456e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 208927 members 
Entering Unmasked Estep 
Score: -15774560.000000 Penalty: 6081.829590
	Iteration 51Q: 3 clusters Score -1.577456e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 208939 members 
Entering Unmasked Estep 
Score: -15774545.000000 Penalty: 6081.829590
	Iteration 52Q: 3 clusters Score -1.577454e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 208951 members 
Entering Unmasked Estep 
Score: -15774545.000000 Penalty: 6081.829590
	Iteration 53Q: 3 clusters Score -1.577454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 208955 members 
Entering Unmasked Estep 
Score: -15774533.000000 Penalty: 6081.829590
	Iteration 54Q: 3 clusters Score -1.577453e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 208965 members 
Entering Unmasked Estep 
Score: -15774541.000000 Penalty: 6081.829590
	Iteration 55Q: 3 clusters Score -1.577454e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 208976 members 
Entering Unmasked Estep 
Score: -15774563.000000 Penalty: 6081.829590
	Iteration 56Q: 3 clusters Score -1.577456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 208987 members 
Entering Unmasked Estep 
Score: -15774593.000000 Penalty: 6081.829590
	Iteration 57Q: 3 clusters Score -1.577459e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 208994 members 
Entering Unmasked Estep 
Score: -15774585.000000 Penalty: 6081.829590
	Iteration 58Q: 3 clusters Score -1.577458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 209003 members 
Entering Unmasked Estep 
Score: -15774586.000000 Penalty: 6081.829590
	Iteration 59Q: 3 clusters Score -1.577459e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 209006 members 
Entering Unmasked Estep 
Score: -15774591.000000 Penalty: 6081.829590
	Iteration 60F: 3 clusters Score -1.577459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 209007 members 
Entering Unmasked Estep 
Score: -15774597.000000 Penalty: 6081.829590
	Iteration 61Q: 3 clusters Score -1.57746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 209011 members 
Entering Unmasked Estep 
Score: -15774602.000000 Penalty: 6081.829590
	Iteration 62Q: 3 clusters Score -1.57746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 209009 members 
Entering Unmasked Estep 
Score: -15774594.000000 Penalty: 6081.829590
	Iteration 63Q: 3 clusters Score -1.577459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 209009 members 
Entering Unmasked Estep 
Score: -15774585.000000 Penalty: 6081.829590
	Iteration 64Q: 3 clusters Score -1.577458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 209011 members 
Entering Unmasked Estep 
Score: -15774581.000000 Penalty: 6081.829590
	Iteration 65Q: 3 clusters Score -1.577458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 209012 members 
Entering Unmasked Estep 
Score: -15774588.000000 Penalty: 6081.829590
	Iteration 66Q: 3 clusters Score -1.577459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 209013 members 
Entering Unmasked Estep 
Score: -15774591.000000 Penalty: 6081.829590
	Iteration 67Q: 3 clusters Score -1.577459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 209014 members 
Entering Unmasked Estep 
Score: -15774596.000000 Penalty: 6081.829590
	Iteration 68Q: 3 clusters Score -1.57746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 209015 members 
Entering Unmasked Estep 
Score: -15774596.000000 Penalty: 6081.829590
	Iteration 69Q: 3 clusters Score -1.57746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 209016 members 
Entering Unmasked Estep 
Score: -15774597.000000 Penalty: 6081.829590
	Iteration 70Q: 3 clusters Score -1.57746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 209018 members 
Entering Unmasked Estep 
Score: -15774596.000000 Penalty: 6081.829590
	Iteration 71Q: 3 clusters Score -1.57746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 209019 members 
Entering Unmasked Estep 
Score: -15774597.000000 Penalty: 6081.829590
	Iteration 72Q: 3 clusters Score -1.57746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 209019 members 
Entering Unmasked Estep 
Score: -15774588.000000 Penalty: 6081.829590
	Iteration 73Q: 3 clusters Score -1.577459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 209019 members 
Entering Unmasked Estep 
Score: -15774588.000000 Penalty: 6081.829590
	Iteration 74F: 3 clusters Score -1.577459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (85238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85238 members 
Entering Unmasked Estep 
Score: -6457455.500000 Penalty: 2815.594238
	Iteration 0F: 2 clusters Score -6457456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -6400211.500000 Penalty: 5631.188477
	Iteration 0F: 3 clusters Score -6400212 nChanged 40346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -6423494.000000 Penalty: 5631.188477
	Iteration 1F: 3 clusters Score -6423494 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -6424495.000000 Penalty: 5631.188477
	Iteration 2Q: 3 clusters Score -6424495 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -6425696.000000 Penalty: 5631.188477
	Iteration 3Q: 3 clusters Score -6425696 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -6427418.500000 Penalty: 5631.188477
	Iteration 4Q: 3 clusters Score -6427418 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -6430064.000000 Penalty: 5631.188477
	Iteration 5F: 3 clusters Score -6430064 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58177 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -6433559.500000 Penalty: 5631.188477
	Iteration 6F: 3 clusters Score -6433560 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63282 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -6437893.000000 Penalty: 5631.188477
	Iteration 7F: 3 clusters Score -6437893 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68287 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -6442445.500000 Penalty: 5631.188477
	Iteration 8F: 3 clusters Score -6442446 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72434 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -6446140.000000 Penalty: 5631.188477
	Iteration 9F: 3 clusters Score -6446140 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75477 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -6448974.000000 Penalty: 5631.188477
	Iteration 10Q: 3 clusters Score -6448974 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77660 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -6450793.000000 Penalty: 5631.188477
	Iteration 11Q: 3 clusters Score -6450793 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79191 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -6452046.000000 Penalty: 5631.188477
	Iteration 12Q: 3 clusters Score -6452046 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80270 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -6452869.000000 Penalty: 5631.188477
	Iteration 13Q: 3 clusters Score -6452869 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81075 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -6453423.500000 Penalty: 5631.188477
	Iteration 14Q: 3 clusters Score -6453424 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81678 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -6453771.000000 Penalty: 5631.188477
	Iteration 15Q: 3 clusters Score -6453771 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82158 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -6454042.500000 Penalty: 5631.188477
	Iteration 16Q: 3 clusters Score -6454042 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82525 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -6454227.500000 Penalty: 5631.188477
	Iteration 17Q: 3 clusters Score -6454228 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82846 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -6454394.500000 Penalty: 5631.188477
	Iteration 18Q: 3 clusters Score -6454394 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83098 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -6454535.000000 Penalty: 5631.188477
	Iteration 19Q: 3 clusters Score -6454535 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83282 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -6454625.500000 Penalty: 5631.188477
	Iteration 20F: 3 clusters Score -6454626 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83449 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6454735.000000 Penalty: 5631.188477
	Iteration 21Q: 3 clusters Score -6454735 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83584 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -6454819.500000 Penalty: 5631.188477
	Iteration 22Q: 3 clusters Score -6454820 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83696 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6454883.500000 Penalty: 5631.188477
	Iteration 23Q: 3 clusters Score -6454884 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83803 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6454937.000000 Penalty: 5631.188477
	Iteration 24Q: 3 clusters Score -6454937 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83891 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6454990.000000 Penalty: 5631.188477
	Iteration 25Q: 3 clusters Score -6454990 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83973 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -6455042.500000 Penalty: 5631.188477
	Iteration 26Q: 3 clusters Score -6455042 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84045 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6455088.500000 Penalty: 5631.188477
	Iteration 27Q: 3 clusters Score -6455088 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84085 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6455126.500000 Penalty: 5631.188477
	Iteration 28Q: 3 clusters Score -6455126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84124 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6455160.500000 Penalty: 5631.188477
	Iteration 29Q: 3 clusters Score -6455160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84155 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -6455177.500000 Penalty: 5631.188477
	Iteration 30Q: 3 clusters Score -6455178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84174 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6455190.500000 Penalty: 5631.188477
	Iteration 31Q: 3 clusters Score -6455190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84187 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6455187.500000 Penalty: 5631.188477
	Iteration 32Q: 3 clusters Score -6455188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84205 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6455196.500000 Penalty: 5631.188477
	Iteration 33Q: 3 clusters Score -6455196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84225 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6455214.000000 Penalty: 5631.188477
	Iteration 34Q: 3 clusters Score -6455214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84240 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -6455229.500000 Penalty: 5631.188477
	Iteration 35Q: 3 clusters Score -6455230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84243 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6455235.500000 Penalty: 5631.188477
	Iteration 36Q: 3 clusters Score -6455236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84255 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6455245.000000 Penalty: 5631.188477
	Iteration 37Q: 3 clusters Score -6455245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84259 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6455256.000000 Penalty: 5631.188477
	Iteration 38Q: 3 clusters Score -6455256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84267 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6455259.000000 Penalty: 5631.188477
	Iteration 39Q: 3 clusters Score -6455259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84275 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6455265.500000 Penalty: 5631.188477
	Iteration 40F: 3 clusters Score -6455266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84284 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -6455267.000000 Penalty: 5631.188477
	Iteration 41Q: 3 clusters Score -6455267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84286 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6455272.500000 Penalty: 5631.188477
	Iteration 42Q: 3 clusters Score -6455272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84291 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6455274.500000 Penalty: 5631.188477
	Iteration 43Q: 3 clusters Score -6455274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84294 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -6455271.500000 Penalty: 5631.188477
	Iteration 44Q: 3 clusters Score -6455272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84298 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6455267.000000 Penalty: 5631.188477
	Iteration 45Q: 3 clusters Score -6455267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84302 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6455277.000000 Penalty: 5631.188477
	Iteration 46Q: 3 clusters Score -6455277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84307 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -6455275.500000 Penalty: 5631.188477
	Iteration 47Q: 3 clusters Score -6455276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84309 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6455274.000000 Penalty: 5631.188477
	Iteration 48Q: 3 clusters Score -6455274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84312 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -6455281.000000 Penalty: 5631.188477
	Iteration 49Q: 3 clusters Score -6455281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84313 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6455279.000000 Penalty: 5631.188477
	Iteration 50Q: 3 clusters Score -6455279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84313 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6455276.500000 Penalty: 5631.188477
	Iteration 51Q: 3 clusters Score -6455276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84314 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6455279.500000 Penalty: 5631.188477
	Iteration 52Q: 3 clusters Score -6455280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84315 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6455278.500000 Penalty: 5631.188477
	Iteration 53Q: 3 clusters Score -6455278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84316 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -6455278.500000 Penalty: 5631.188477
	Iteration 54Q: 3 clusters Score -6455278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84319 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6455275.500000 Penalty: 5631.188477
	Iteration 55Q: 3 clusters Score -6455276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84319 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6455275.500000 Penalty: 5631.188477
	Iteration 56F: 3 clusters Score -6455276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (25065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Entering Unmasked Estep 
Score: -1604752.000000 Penalty: 2512.048340
	Iteration 0F: 2 clusters Score -1604752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1587377.500000 Penalty: 5024.096680
	Iteration 0F: 3 clusters Score -1587378 nChanged 11250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1593801.250000 Penalty: 5024.096680
	Iteration 1F: 3 clusters Score -1593801 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1594952.375000 Penalty: 5024.096680
	Iteration 2F: 3 clusters Score -1594952 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1596120.000000 Penalty: 5024.096680
	Iteration 3F: 3 clusters Score -1596120 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1597250.000000 Penalty: 5024.096680
	Iteration 4F: 3 clusters Score -1597250 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1598336.500000 Penalty: 5024.096680
	Iteration 5F: 3 clusters Score -1598336 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1599286.500000 Penalty: 5024.096680
	Iteration 6F: 3 clusters Score -1599286 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1600112.875000 Penalty: 5024.096680
	Iteration 7F: 3 clusters Score -1600113 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1600863.875000 Penalty: 5024.096680
	Iteration 8Q: 3 clusters Score -1600864 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1601527.375000 Penalty: 5024.096680
	Iteration 9Q: 3 clusters Score -1601527 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1602107.125000 Penalty: 5024.096680
	Iteration 10Q: 3 clusters Score -1602107 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1602593.625000 Penalty: 5024.096680
	Iteration 11Q: 3 clusters Score -1602594 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1603011.250000 Penalty: 5024.096680
	Iteration 12Q: 3 clusters Score -1603011 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1603426.500000 Penalty: 5024.096680
	Iteration 13Q: 3 clusters Score -1603426 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1603789.375000 Penalty: 5024.096680
	Iteration 14Q: 3 clusters Score -1603789 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1604070.125000 Penalty: 5024.096680
	Iteration 15Q: 3 clusters Score -1604070 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1604282.750000 Penalty: 5024.096680
	Iteration 16Q: 3 clusters Score -1604283 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1604480.000000 Penalty: 5024.096680
	Iteration 17Q: 3 clusters Score -1604480 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1604653.750000 Penalty: 5024.096680
	Iteration 18Q: 3 clusters Score -1604654 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1604811.000000 Penalty: 5024.096680
	Iteration 19Q: 3 clusters Score -1604811 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1605098.875000 Penalty: 5024.096680
	Iteration 20F: 3 clusters Score -1605099 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1605440.250000 Penalty: 5024.096680
	Iteration 21Q: 3 clusters Score -1605440 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1605732.250000 Penalty: 5024.096680
	Iteration 22Q: 3 clusters Score -1605732 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1605955.625000 Penalty: 5024.096680
	Iteration 23Q: 3 clusters Score -1605956 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1606090.375000 Penalty: 5024.096680
	Iteration 24Q: 3 clusters Score -1606090 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1606207.875000 Penalty: 5024.096680
	Iteration 25Q: 3 clusters Score -1606208 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1606302.500000 Penalty: 5024.096680
	Iteration 26Q: 3 clusters Score -1606302 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1606408.125000 Penalty: 5024.096680
	Iteration 27Q: 3 clusters Score -1606408 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1606516.375000 Penalty: 5024.096680
	Iteration 28Q: 3 clusters Score -1606516 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1606633.625000 Penalty: 5024.096680
	Iteration 29Q: 3 clusters Score -1606634 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1606747.250000 Penalty: 5024.096680
	Iteration 30Q: 3 clusters Score -1606747 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1606872.000000 Penalty: 5024.096680
	Iteration 31Q: 3 clusters Score -1606872 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1606985.500000 Penalty: 5024.096680
	Iteration 32Q: 3 clusters Score -1606986 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1607111.000000 Penalty: 5024.096680
	Iteration 33Q: 3 clusters Score -1607111 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1607195.250000 Penalty: 5024.096680
	Iteration 34Q: 3 clusters Score -1607195 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1607277.750000 Penalty: 5024.096680
	Iteration 35Q: 3 clusters Score -1607278 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1607327.625000 Penalty: 5024.096680
	Iteration 36Q: 3 clusters Score -1607328 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1607367.125000 Penalty: 5024.096680
	Iteration 37Q: 3 clusters Score -1607367 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1607396.625000 Penalty: 5024.096680
	Iteration 38Q: 3 clusters Score -1607397 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1607423.125000 Penalty: 5024.096680
	Iteration 39Q: 3 clusters Score -1607423 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1607438.250000 Penalty: 5024.096680
	Iteration 40F: 3 clusters Score -1607438 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1607457.500000 Penalty: 5024.096680
	Iteration 41Q: 3 clusters Score -1607458 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1607471.125000 Penalty: 5024.096680
	Iteration 42Q: 3 clusters Score -1607471 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1607491.250000 Penalty: 5024.096680
	Iteration 43Q: 3 clusters Score -1607491 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1607503.250000 Penalty: 5024.096680
	Iteration 44Q: 3 clusters Score -1607503 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1607522.875000 Penalty: 5024.096680
	Iteration 45Q: 3 clusters Score -1607523 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1607532.750000 Penalty: 5024.096680
	Iteration 46Q: 3 clusters Score -1607533 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1607532.750000 Penalty: 5024.096680
	Iteration 47Q: 3 clusters Score -1607533 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1607538.500000 Penalty: 5024.096680
	Iteration 48Q: 3 clusters Score -1607538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1607545.500000 Penalty: 5024.096680
	Iteration 49Q: 3 clusters Score -1607546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1607552.000000 Penalty: 5024.096680
	Iteration 50Q: 3 clusters Score -1607552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1607553.625000 Penalty: 5024.096680
	Iteration 51Q: 3 clusters Score -1607554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1607550.750000 Penalty: 5024.096680
	Iteration 52Q: 3 clusters Score -1607551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1607551.500000 Penalty: 5024.096680
	Iteration 53Q: 3 clusters Score -1607552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1607557.875000 Penalty: 5024.096680
	Iteration 54Q: 3 clusters Score -1607558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1607567.625000 Penalty: 5024.096680
	Iteration 55Q: 3 clusters Score -1607568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1607561.875000 Penalty: 5024.096680
	Iteration 56Q: 3 clusters Score -1607562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1607559.375000 Penalty: 5024.096680
	Iteration 57Q: 3 clusters Score -1607559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1607565.500000 Penalty: 5024.096680
	Iteration 58Q: 3 clusters Score -1607566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1607566.125000 Penalty: 5024.096680
	Iteration 59Q: 3 clusters Score -1607566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1607571.875000 Penalty: 5024.096680
	Iteration 60F: 3 clusters Score -1607572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1607569.625000 Penalty: 5024.096680
	Iteration 61Q: 3 clusters Score -1607570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1607570.375000 Penalty: 5024.096680
	Iteration 62Q: 3 clusters Score -1607570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1607572.500000 Penalty: 5024.096680
	Iteration 63Q: 3 clusters Score -1607572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1607571.000000 Penalty: 5024.096680
	Iteration 64Q: 3 clusters Score -1607571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1607570.625000 Penalty: 5024.096680
	Iteration 65Q: 3 clusters Score -1607571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1607571.875000 Penalty: 5024.096680
	Iteration 66Q: 3 clusters Score -1607572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1607575.375000 Penalty: 5024.096680
	Iteration 67Q: 3 clusters Score -1607575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1607575.375000 Penalty: 5024.096680
	Iteration 68Q: 3 clusters Score -1607575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1607577.000000 Penalty: 5024.096680
	Iteration 69Q: 3 clusters Score -1607577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1607575.875000 Penalty: 5024.096680
	Iteration 70Q: 3 clusters Score -1607576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1607578.250000 Penalty: 5024.096680
	Iteration 71Q: 3 clusters Score -1607578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1607575.750000 Penalty: 5024.096680
	Iteration 72Q: 3 clusters Score -1607576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1607576.875000 Penalty: 5024.096680
	Iteration 73Q: 3 clusters Score -1607577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1607575.750000 Penalty: 5024.096680
	Iteration 74Q: 3 clusters Score -1607576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1607576.375000 Penalty: 5024.096680
	Iteration 75Q: 3 clusters Score -1607576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1607577.375000 Penalty: 5024.096680
	Iteration 76Q: 3 clusters Score -1607577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1607577.250000 Penalty: 5024.096680
	Iteration 77Q: 3 clusters Score -1607577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1607577.875000 Penalty: 5024.096680
	Iteration 78Q: 3 clusters Score -1607578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1607576.500000 Penalty: 5024.096680
	Iteration 79Q: 3 clusters Score -1607576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1607576.750000 Penalty: 5024.096680
	Iteration 80F: 3 clusters Score -1607577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1607579.875000 Penalty: 5024.096680
	Iteration 81Q: 3 clusters Score -1607580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1607582.375000 Penalty: 5024.096680
	Iteration 82Q: 3 clusters Score -1607582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1607583.000000 Penalty: 5024.096680
	Iteration 83Q: 3 clusters Score -1607583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1607581.625000 Penalty: 5024.096680
	Iteration 84Q: 3 clusters Score -1607582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1607580.875000 Penalty: 5024.096680
	Iteration 85Q: 3 clusters Score -1607581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1607585.375000 Penalty: 5024.096680
	Iteration 86Q: 3 clusters Score -1607585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1607585.375000 Penalty: 5024.096680
	Iteration 87F: 3 clusters Score -1607585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 211452 members 
Mstep: Class 3 contains 85238 members 
Mstep: Class 4 contains 18599 members 
Mstep: Class 5 contains 201071 members 
Mstep: Class 6 contains 7955 members 
Mstep: Class 7 contains 10324 members 
Mstep: Class 8 contains 3136 members 
Mstep: Class 9 contains 81804 members 
Mstep: Class 10 contains 399138 members 
Mstep: Class 11 contains 28832 members 
Mstep: Class 12 contains 5373 members 
Mstep: Class 13 contains 13045 members 
Mstep: Class 14 contains 8367 members 
Mstep: Class 15 contains 8368 members 
Mstep: Class 16 contains 127877 members 
Mstep: Class 17 contains 13866 members 
Mstep: Class 18 contains 27252 members 
Mstep: Class 19 contains 5597 members 
Mstep: Class 20 contains 10939 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 18624 members 
Mstep: Class 23 contains 12629 members 
Mstep: Class 24 contains 3343 members 
Mstep: Class 25 contains 15710 members 
Mstep: Class 26 contains 15005 members 
Mstep: Class 27 contains 15934 members 
Mstep: Class 28 contains 5437 members 
Mstep: Class 29 contains 34313 members 
Mstep: Class 30 contains 6466 members 
Entering Unmasked Estep 
Score: -102234720.000000 Penalty: 105375.398438
Splitting cluster 4 changes total score from -102232776.000000 to -102234720.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 5 (201071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201071 members 
Entering Unmasked Estep 
Score: -15479580.000000 Penalty: 3028.430420
	Iteration 0F: 2 clusters Score -1.547958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100162 members 
Mstep: Class 2 contains 100909 members 
Entering Unmasked Estep 
Score: -15344514.000000 Penalty: 6056.860840
	Iteration 0F: 3 clusters Score -1.534451e+07 nChanged 96946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94454 members 
Mstep: Class 2 contains 106617 members 
Entering Unmasked Estep 
Score: -15401034.000000 Penalty: 6056.860840
	Iteration 1F: 3 clusters Score -1.540103e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90840 members 
Mstep: Class 2 contains 110231 members 
Entering Unmasked Estep 
Score: -15402401.000000 Penalty: 6056.860840
	Iteration 2Q: 3 clusters Score -1.54024e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85209 members 
Mstep: Class 2 contains 115862 members 
Entering Unmasked Estep 
Score: -15404705.000000 Penalty: 6056.860840
	Iteration 3Q: 3 clusters Score -1.54047e+07 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76538 members 
Mstep: Class 2 contains 124533 members 
Entering Unmasked Estep 
Score: -15408907.000000 Penalty: 6056.860840
	Iteration 4Q: 3 clusters Score -1.540891e+07 nChanged 12979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63713 members 
Mstep: Class 2 contains 137358 members 
Entering Unmasked Estep 
Score: -15416744.000000 Penalty: 6056.860840
	Iteration 5F: 3 clusters Score -1.541674e+07 nChanged 17173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 154505 members 
Entering Unmasked Estep 
Score: -15430886.000000 Penalty: 6056.860840
	Iteration 6F: 3 clusters Score -1.543089e+07 nChanged 19445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 173950 members 
Entering Unmasked Estep 
Score: -15449875.000000 Penalty: 6056.860840
	Iteration 7F: 3 clusters Score -1.544988e+07 nChanged 15513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 189463 members 
Entering Unmasked Estep 
Score: -15465815.000000 Penalty: 6056.860840
	Iteration 8F: 3 clusters Score -1.546582e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 197256 members 
Entering Unmasked Estep 
Score: -15473380.000000 Penalty: 6056.860840
	Iteration 9Q: 3 clusters Score -1.547338e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 199865 members 
Entering Unmasked Estep 
Score: -15475805.000000 Penalty: 6056.860840
	Iteration 10Q: 3 clusters Score -1.54758e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 200524 members 
Entering Unmasked Estep 
Score: -15476506.000000 Penalty: 6056.860840
	Iteration 11Q: 3 clusters Score -1.547651e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 200674 members 
Entering Unmasked Estep 
Score: -15476721.000000 Penalty: 6056.860840
	Iteration 12Q: 3 clusters Score -1.547672e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 200731 members 
Entering Unmasked Estep 
Score: -15476833.000000 Penalty: 6056.860840
	Iteration 13Q: 3 clusters Score -1.547683e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 200758 members 
Entering Unmasked Estep 
Score: -15476889.000000 Penalty: 6056.860840
	Iteration 14Q: 3 clusters Score -1.547689e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 200759 members 
Entering Unmasked Estep 
Score: -15476931.000000 Penalty: 6056.860840
	Iteration 15Q: 3 clusters Score -1.547693e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 200760 members 
Entering Unmasked Estep 
Score: -15476969.000000 Penalty: 6056.860840
	Iteration 16Q: 3 clusters Score -1.547697e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 200760 members 
Entering Unmasked Estep 
Score: -15476969.000000 Penalty: 6056.860840
	Iteration 17Q: 3 clusters Score -1.547697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 200760 members 
Entering Unmasked Estep 
Score: -15476985.000000 Penalty: 6056.860840
	Iteration 18Q: 3 clusters Score -1.547698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 200761 members 
Entering Unmasked Estep 
Score: -15477006.000000 Penalty: 6056.860840
	Iteration 19Q: 3 clusters Score -1.547701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 200762 members 
Entering Unmasked Estep 
Score: -15477027.000000 Penalty: 6056.860840
	Iteration 20F: 3 clusters Score -1.547703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 200764 members 
Entering Unmasked Estep 
Score: -15477033.000000 Penalty: 6056.860840
	Iteration 21Q: 3 clusters Score -1.547703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 200762 members 
Entering Unmasked Estep 
Score: -15477029.000000 Penalty: 6056.860840
	Iteration 22Q: 3 clusters Score -1.547703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 200760 members 
Entering Unmasked Estep 
Score: -15477028.000000 Penalty: 6056.860840
	Iteration 23Q: 3 clusters Score -1.547703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 200760 members 
Entering Unmasked Estep 
Score: -15477028.000000 Penalty: 6056.860840
	Iteration 24F: 3 clusters Score -1.547703e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Entering Unmasked Estep 
Score: -561347.000000 Penalty: 2227.425781
	Iteration 0F: 2 clusters Score -561347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -555024.250000 Penalty: 4454.851562
	Iteration 0F: 3 clusters Score -555024.2 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -556874.062500 Penalty: 4454.851562
	Iteration 1F: 3 clusters Score -556874.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -557371.187500 Penalty: 4454.851562
	Iteration 2F: 3 clusters Score -557371.2 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -557924.625000 Penalty: 4454.851562
	Iteration 3F: 3 clusters Score -557924.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -558674.375000 Penalty: 4454.851562
	Iteration 4F: 3 clusters Score -558674.4 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -559734.312500 Penalty: 4454.851562
	Iteration 5F: 3 clusters Score -559734.3 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -560789.500000 Penalty: 4454.851562
	Iteration 6F: 3 clusters Score -560789.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -561467.312500 Penalty: 4454.851562
	Iteration 7F: 3 clusters Score -561467.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -561841.062500 Penalty: 4454.851562
	Iteration 8Q: 3 clusters Score -561841.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -562035.125000 Penalty: 4454.851562
	Iteration 9Q: 3 clusters Score -562035.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -562145.000000 Penalty: 4454.851562
	Iteration 10Q: 3 clusters Score -562145 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -562198.187500 Penalty: 4454.851562
	Iteration 11Q: 3 clusters Score -562198.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -562221.062500 Penalty: 4454.851562
	Iteration 12Q: 3 clusters Score -562221.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -562235.562500 Penalty: 4454.851562
	Iteration 13Q: 3 clusters Score -562235.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -562243.875000 Penalty: 4454.851562
	Iteration 14Q: 3 clusters Score -562243.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -562249.625000 Penalty: 4454.851562
	Iteration 15Q: 3 clusters Score -562249.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -562254.000000 Penalty: 4454.851562
	Iteration 16Q: 3 clusters Score -562254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -562255.812500 Penalty: 4454.851562
	Iteration 17Q: 3 clusters Score -562255.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -562259.750000 Penalty: 4454.851562
	Iteration 18Q: 3 clusters Score -562259.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -562262.625000 Penalty: 4454.851562
	Iteration 19Q: 3 clusters Score -562262.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -562266.312500 Penalty: 4454.851562
	Iteration 20F: 3 clusters Score -562266.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -562271.187500 Penalty: 4454.851562
	Iteration 21Q: 3 clusters Score -562271.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -562277.437500 Penalty: 4454.851562
	Iteration 22Q: 3 clusters Score -562277.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -562281.750000 Penalty: 4454.851562
	Iteration 23Q: 3 clusters Score -562281.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -562283.625000 Penalty: 4454.851562
	Iteration 24Q: 3 clusters Score -562283.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -562285.625000 Penalty: 4454.851562
	Iteration 25Q: 3 clusters Score -562285.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -562287.312500 Penalty: 4454.851562
	Iteration 26Q: 3 clusters Score -562287.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -562286.437500 Penalty: 4454.851562
	Iteration 27Q: 3 clusters Score -562286.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -562289.937500 Penalty: 4454.851562
	Iteration 28Q: 3 clusters Score -562289.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -562290.875000 Penalty: 4454.851562
	Iteration 29Q: 3 clusters Score -562290.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -562290.812500 Penalty: 4454.851562
	Iteration 30Q: 3 clusters Score -562290.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -562292.500000 Penalty: 4454.851562
	Iteration 31Q: 3 clusters Score -562292.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -562292.250000 Penalty: 4454.851562
	Iteration 32Q: 3 clusters Score -562292.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -562292.125000 Penalty: 4454.851562
	Iteration 33Q: 3 clusters Score -562292.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -562292.500000 Penalty: 4454.851562
	Iteration 34Q: 3 clusters Score -562292.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -562292.500000 Penalty: 4454.851562
	Iteration 35F: 3 clusters Score -562292.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 211452 members 
Mstep: Class 3 contains 85238 members 
Mstep: Class 4 contains 18599 members 
Mstep: Class 5 contains 201071 members 
Mstep: Class 6 contains 5514 members 
Mstep: Class 7 contains 10324 members 
Mstep: Class 8 contains 3136 members 
Mstep: Class 9 contains 81804 members 
Mstep: Class 10 contains 399138 members 
Mstep: Class 11 contains 28832 members 
Mstep: Class 12 contains 5373 members 
Mstep: Class 13 contains 13045 members 
Mstep: Class 14 contains 8367 members 
Mstep: Class 15 contains 8368 members 
Mstep: Class 16 contains 127877 members 
Mstep: Class 17 contains 13866 members 
Mstep: Class 18 contains 27252 members 
Mstep: Class 19 contains 5597 members 
Mstep: Class 20 contains 10939 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 18624 members 
Mstep: Class 23 contains 12629 members 
Mstep: Class 24 contains 3343 members 
Mstep: Class 25 contains 15710 members 
Mstep: Class 26 contains 15005 members 
Mstep: Class 27 contains 15934 members 
Mstep: Class 28 contains 5437 members 
Mstep: Class 29 contains 34313 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 2441 members 
Entering Unmasked Estep 
Score: -102234288.000000 Penalty: 108887.906250
Splitting cluster 6 changes total score from -102232776.000000 to -102234288.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 7 (10324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Entering Unmasked Estep 
Score: -689592.562500 Penalty: 2292.072266
	Iteration 0F: 2 clusters Score -689592.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -681814.375000 Penalty: 4584.144531
	Iteration 0F: 3 clusters Score -681814.4 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -685117.937500 Penalty: 4584.144531
	Iteration 1F: 3 clusters Score -685117.9 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -686972.750000 Penalty: 4584.144531
	Iteration 2F: 3 clusters Score -686972.8 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -689592.125000 Penalty: 4584.144531
	Iteration 3F: 3 clusters Score -689592.1 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -691396.562500 Penalty: 4584.144531
	Iteration 4F: 3 clusters Score -691396.6 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -692059.000000 Penalty: 4584.144531
	Iteration 5F: 3 clusters Score -692059 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -692297.812500 Penalty: 4584.144531
	Iteration 6Q: 3 clusters Score -692297.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -692422.687500 Penalty: 4584.144531
	Iteration 7Q: 3 clusters Score -692422.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -692514.687500 Penalty: 4584.144531
	Iteration 8Q: 3 clusters Score -692514.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -692590.312500 Penalty: 4584.144531
	Iteration 9Q: 3 clusters Score -692590.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -692645.312500 Penalty: 4584.144531
	Iteration 10Q: 3 clusters Score -692645.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -692678.125000 Penalty: 4584.144531
	Iteration 11Q: 3 clusters Score -692678.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -692699.125000 Penalty: 4584.144531
	Iteration 12Q: 3 clusters Score -692699.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -692718.562500 Penalty: 4584.144531
	Iteration 13Q: 3 clusters Score -692718.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -692730.375000 Penalty: 4584.144531
	Iteration 14Q: 3 clusters Score -692730.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -692737.937500 Penalty: 4584.144531
	Iteration 15Q: 3 clusters Score -692737.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -692741.187500 Penalty: 4584.144531
	Iteration 16Q: 3 clusters Score -692741.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -692744.750000 Penalty: 4584.144531
	Iteration 17Q: 3 clusters Score -692744.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -692748.750000 Penalty: 4584.144531
	Iteration 18Q: 3 clusters Score -692748.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -692754.125000 Penalty: 4584.144531
	Iteration 19Q: 3 clusters Score -692754.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -692754.375000 Penalty: 4584.144531
	Iteration 20F: 3 clusters Score -692754.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -692756.062500 Penalty: 4584.144531
	Iteration 21Q: 3 clusters Score -692756.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -692756.937500 Penalty: 4584.144531
	Iteration 22Q: 3 clusters Score -692756.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -692759.125000 Penalty: 4584.144531
	Iteration 23Q: 3 clusters Score -692759.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -692761.500000 Penalty: 4584.144531
	Iteration 24Q: 3 clusters Score -692761.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -692760.562500 Penalty: 4584.144531
	Iteration 25Q: 3 clusters Score -692760.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -692762.500000 Penalty: 4584.144531
	Iteration 26Q: 3 clusters Score -692762.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -692762.500000 Penalty: 4584.144531
	Iteration 27Q: 3 clusters Score -692762.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -692762.625000 Penalty: 4584.144531
	Iteration 28Q: 3 clusters Score -692762.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -692762.312500 Penalty: 4584.144531
	Iteration 29Q: 3 clusters Score -692762.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -692762.312500 Penalty: 4584.144531
	Iteration 30F: 3 clusters Score -692762.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 211452 members 
Mstep: Class 3 contains 85238 members 
Mstep: Class 4 contains 18599 members 
Mstep: Class 5 contains 201071 members 
Mstep: Class 6 contains 5514 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 3136 members 
Mstep: Class 9 contains 81804 members 
Mstep: Class 10 contains 399138 members 
Mstep: Class 11 contains 28832 members 
Mstep: Class 12 contains 5373 members 
Mstep: Class 13 contains 13045 members 
Mstep: Class 14 contains 8367 members 
Mstep: Class 15 contains 8368 members 
Mstep: Class 16 contains 127877 members 
Mstep: Class 17 contains 13866 members 
Mstep: Class 18 contains 27252 members 
Mstep: Class 19 contains 5597 members 
Mstep: Class 20 contains 10939 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 18624 members 
Mstep: Class 23 contains 12629 members 
Mstep: Class 24 contains 3343 members 
Mstep: Class 25 contains 15710 members 
Mstep: Class 26 contains 15005 members 
Mstep: Class 27 contains 15934 members 
Mstep: Class 28 contains 5437 members 
Mstep: Class 29 contains 34313 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 2441 members 
Mstep: Class 32 contains 6776 members 
Entering Unmasked Estep 
Score: -102236456.000000 Penalty: 112400.421875
Splitting cluster 7 changes total score from -102232776.000000 to -102236456.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -216587.953125 Penalty: 1996.574341
	Iteration 0F: 2 clusters Score -216588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -213201.625000 Penalty: 3993.148682
	Iteration 0F: 3 clusters Score -213201.6 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -214004.531250 Penalty: 3993.148682
	Iteration 1F: 3 clusters Score -214004.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -214445.906250 Penalty: 3993.148682
	Iteration 2F: 3 clusters Score -214445.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -214941.796875 Penalty: 3993.148682
	Iteration 3F: 3 clusters Score -214941.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -215437.265625 Penalty: 3993.148682
	Iteration 4F: 3 clusters Score -215437.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -215737.156250 Penalty: 3993.148682
	Iteration 5F: 3 clusters Score -215737.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -215939.203125 Penalty: 3993.148682
	Iteration 6Q: 3 clusters Score -215939.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -216143.390625 Penalty: 3993.148682
	Iteration 7Q: 3 clusters Score -216143.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -216309.562500 Penalty: 3993.148682
	Iteration 8Q: 3 clusters Score -216309.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -216419.171875 Penalty: 3993.148682
	Iteration 9Q: 3 clusters Score -216419.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -216491.875000 Penalty: 3993.148682
	Iteration 10Q: 3 clusters Score -216491.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -216555.906250 Penalty: 3993.148682
	Iteration 11Q: 3 clusters Score -216555.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -216586.890625 Penalty: 3993.148682
	Iteration 12Q: 3 clusters Score -216586.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -216608.984375 Penalty: 3993.148682
	Iteration 13Q: 3 clusters Score -216609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -216634.359375 Penalty: 3993.148682
	Iteration 14Q: 3 clusters Score -216634.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -216649.656250 Penalty: 3993.148682
	Iteration 15Q: 3 clusters Score -216649.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -216667.078125 Penalty: 3993.148682
	Iteration 16Q: 3 clusters Score -216667.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -216681.234375 Penalty: 3993.148682
	Iteration 17Q: 3 clusters Score -216681.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -216690.421875 Penalty: 3993.148682
	Iteration 18Q: 3 clusters Score -216690.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -216696.625000 Penalty: 3993.148682
	Iteration 19Q: 3 clusters Score -216696.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -216705.000000 Penalty: 3993.148682
	Iteration 20F: 3 clusters Score -216705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -216711.703125 Penalty: 3993.148682
	Iteration 21Q: 3 clusters Score -216711.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -216719.390625 Penalty: 3993.148682
	Iteration 22Q: 3 clusters Score -216719.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -216732.734375 Penalty: 3993.148682
	Iteration 23Q: 3 clusters Score -216732.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -216749.250000 Penalty: 3993.148682
	Iteration 24Q: 3 clusters Score -216749.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -216753.875000 Penalty: 3993.148682
	Iteration 25Q: 3 clusters Score -216753.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -216758.781250 Penalty: 3993.148682
	Iteration 26Q: 3 clusters Score -216758.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -216761.093750 Penalty: 3993.148682
	Iteration 27Q: 3 clusters Score -216761.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -216761.593750 Penalty: 3993.148682
	Iteration 28Q: 3 clusters Score -216761.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -216762.828125 Penalty: 3993.148682
	Iteration 29Q: 3 clusters Score -216762.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -216764.484375 Penalty: 3993.148682
	Iteration 30Q: 3 clusters Score -216764.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -216767.515625 Penalty: 3993.148682
	Iteration 31Q: 3 clusters Score -216767.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -216767.515625 Penalty: 3993.148682
	Iteration 32F: 3 clusters Score -216767.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 211452 members 
Mstep: Class 3 contains 85238 members 
Mstep: Class 4 contains 18599 members 
Mstep: Class 5 contains 201071 members 
Mstep: Class 6 contains 5514 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 1225 members 
Mstep: Class 9 contains 81804 members 
Mstep: Class 10 contains 399138 members 
Mstep: Class 11 contains 28832 members 
Mstep: Class 12 contains 5373 members 
Mstep: Class 13 contains 13045 members 
Mstep: Class 14 contains 8367 members 
Mstep: Class 15 contains 8368 members 
Mstep: Class 16 contains 127877 members 
Mstep: Class 17 contains 13866 members 
Mstep: Class 18 contains 27252 members 
Mstep: Class 19 contains 5597 members 
Mstep: Class 20 contains 10939 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 18624 members 
Mstep: Class 23 contains 12629 members 
Mstep: Class 24 contains 3343 members 
Mstep: Class 25 contains 15710 members 
Mstep: Class 26 contains 15005 members 
Mstep: Class 27 contains 15934 members 
Mstep: Class 28 contains 5437 members 
Mstep: Class 29 contains 34313 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 2441 members 
Mstep: Class 32 contains 6776 members 
Mstep: Class 33 contains 1911 members 
Entering Unmasked Estep 
Score: -102235328.000000 Penalty: 115912.937500
Splitting cluster 8 changes total score from -102232776.000000 to -102235328.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 9 (81804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81804 members 
Entering Unmasked Estep 
Score: -6232945.500000 Penalty: 2805.396240
	Iteration 0F: 2 clusters Score -6232946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -6178052.000000 Penalty: 5610.792480
	Iteration 0F: 3 clusters Score -6178052 nChanged 38590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -6200015.500000 Penalty: 5610.792480
	Iteration 1F: 3 clusters Score -6200016 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -6200742.000000 Penalty: 5610.792480
	Iteration 2Q: 3 clusters Score -6200742 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -6201433.500000 Penalty: 5610.792480
	Iteration 3Q: 3 clusters Score -6201434 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -6202518.500000 Penalty: 5610.792480
	Iteration 4Q: 3 clusters Score -6202518 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -6203937.500000 Penalty: 5610.792480
	Iteration 5Q: 3 clusters Score -6203938 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -6205903.000000 Penalty: 5610.792480
	Iteration 6Q: 3 clusters Score -6205903 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 50367 members 
Entering Unmasked Estep 
Score: -6208586.000000 Penalty: 5610.792480
	Iteration 7F: 3 clusters Score -6208586 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -6211828.500000 Penalty: 5610.792480
	Iteration 8F: 3 clusters Score -6211828 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 55814 members 
Entering Unmasked Estep 
Score: -6215236.000000 Penalty: 5610.792480
	Iteration 9F: 3 clusters Score -6215236 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 58073 members 
Entering Unmasked Estep 
Score: -6218093.000000 Penalty: 5610.792480
	Iteration 10F: 3 clusters Score -6218093 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 59853 members 
Entering Unmasked Estep 
Score: -6220010.000000 Penalty: 5610.792480
	Iteration 11Q: 3 clusters Score -6220010 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 61450 members 
Entering Unmasked Estep 
Score: -6221153.000000 Penalty: 5610.792480
	Iteration 12Q: 3 clusters Score -6221153 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 62987 members 
Entering Unmasked Estep 
Score: -6221989.500000 Penalty: 5610.792480
	Iteration 13Q: 3 clusters Score -6221990 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -6222640.000000 Penalty: 5610.792480
	Iteration 14Q: 3 clusters Score -6222640 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 65881 members 
Entering Unmasked Estep 
Score: -6223226.000000 Penalty: 5610.792480
	Iteration 15Q: 3 clusters Score -6223226 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 67317 members 
Entering Unmasked Estep 
Score: -6223830.000000 Penalty: 5610.792480
	Iteration 16Q: 3 clusters Score -6223830 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 68736 members 
Entering Unmasked Estep 
Score: -6224432.500000 Penalty: 5610.792480
	Iteration 17Q: 3 clusters Score -6224432 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 70119 members 
Entering Unmasked Estep 
Score: -6225078.500000 Penalty: 5610.792480
	Iteration 18Q: 3 clusters Score -6225078 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 71449 members 
Entering Unmasked Estep 
Score: -6225683.000000 Penalty: 5610.792480
	Iteration 19Q: 3 clusters Score -6225683 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 72739 members 
Entering Unmasked Estep 
Score: -6226256.500000 Penalty: 5610.792480
	Iteration 20F: 3 clusters Score -6226256 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 73993 members 
Entering Unmasked Estep 
Score: -6226896.500000 Penalty: 5610.792480
	Iteration 21Q: 3 clusters Score -6226896 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 75173 members 
Entering Unmasked Estep 
Score: -6227520.500000 Penalty: 5610.792480
	Iteration 22Q: 3 clusters Score -6227520 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 76208 members 
Entering Unmasked Estep 
Score: -6228044.500000 Penalty: 5610.792480
	Iteration 23Q: 3 clusters Score -6228044 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 77130 members 
Entering Unmasked Estep 
Score: -6228529.000000 Penalty: 5610.792480
	Iteration 24Q: 3 clusters Score -6228529 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 77930 members 
Entering Unmasked Estep 
Score: -6228951.500000 Penalty: 5610.792480
	Iteration 25Q: 3 clusters Score -6228952 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 78621 members 
Entering Unmasked Estep 
Score: -6229340.500000 Penalty: 5610.792480
	Iteration 26Q: 3 clusters Score -6229340 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 79169 members 
Entering Unmasked Estep 
Score: -6229622.500000 Penalty: 5610.792480
	Iteration 27Q: 3 clusters Score -6229622 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 79617 members 
Entering Unmasked Estep 
Score: -6229895.000000 Penalty: 5610.792480
	Iteration 28Q: 3 clusters Score -6229895 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 79943 members 
Entering Unmasked Estep 
Score: -6230073.500000 Penalty: 5610.792480
	Iteration 29Q: 3 clusters Score -6230074 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 80173 members 
Entering Unmasked Estep 
Score: -6230181.000000 Penalty: 5610.792480
	Iteration 30Q: 3 clusters Score -6230181 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 80351 members 
Entering Unmasked Estep 
Score: -6230297.000000 Penalty: 5610.792480
	Iteration 31Q: 3 clusters Score -6230297 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 80492 members 
Entering Unmasked Estep 
Score: -6230368.000000 Penalty: 5610.792480
	Iteration 32Q: 3 clusters Score -6230368 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 80592 members 
Entering Unmasked Estep 
Score: -6230424.000000 Penalty: 5610.792480
	Iteration 33Q: 3 clusters Score -6230424 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 80664 members 
Entering Unmasked Estep 
Score: -6230459.500000 Penalty: 5610.792480
	Iteration 34Q: 3 clusters Score -6230460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 80716 members 
Entering Unmasked Estep 
Score: -6230487.500000 Penalty: 5610.792480
	Iteration 35Q: 3 clusters Score -6230488 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 80761 members 
Entering Unmasked Estep 
Score: -6230502.500000 Penalty: 5610.792480
	Iteration 36Q: 3 clusters Score -6230502 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 80796 members 
Entering Unmasked Estep 
Score: -6230527.500000 Penalty: 5610.792480
	Iteration 37Q: 3 clusters Score -6230528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 80822 members 
Entering Unmasked Estep 
Score: -6230555.500000 Penalty: 5610.792480
	Iteration 38Q: 3 clusters Score -6230556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 80852 members 
Entering Unmasked Estep 
Score: -6230580.500000 Penalty: 5610.792480
	Iteration 39Q: 3 clusters Score -6230580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 80873 members 
Entering Unmasked Estep 
Score: -6230595.500000 Penalty: 5610.792480
	Iteration 40F: 3 clusters Score -6230596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 80891 members 
Entering Unmasked Estep 
Score: -6230604.000000 Penalty: 5610.792480
	Iteration 41Q: 3 clusters Score -6230604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 80903 members 
Entering Unmasked Estep 
Score: -6230613.500000 Penalty: 5610.792480
	Iteration 42Q: 3 clusters Score -6230614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 80920 members 
Entering Unmasked Estep 
Score: -6230624.000000 Penalty: 5610.792480
	Iteration 43Q: 3 clusters Score -6230624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 80933 members 
Entering Unmasked Estep 
Score: -6230630.500000 Penalty: 5610.792480
	Iteration 44Q: 3 clusters Score -6230630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 80938 members 
Entering Unmasked Estep 
Score: -6230633.000000 Penalty: 5610.792480
	Iteration 45Q: 3 clusters Score -6230633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 80951 members 
Entering Unmasked Estep 
Score: -6230635.000000 Penalty: 5610.792480
	Iteration 46Q: 3 clusters Score -6230635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 80961 members 
Entering Unmasked Estep 
Score: -6230635.500000 Penalty: 5610.792480
	Iteration 47Q: 3 clusters Score -6230636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 80967 members 
Entering Unmasked Estep 
Score: -6230639.500000 Penalty: 5610.792480
	Iteration 48Q: 3 clusters Score -6230640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 80969 members 
Entering Unmasked Estep 
Score: -6230640.500000 Penalty: 5610.792480
	Iteration 49Q: 3 clusters Score -6230640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 80969 members 
Entering Unmasked Estep 
Score: -6230645.000000 Penalty: 5610.792480
	Iteration 50Q: 3 clusters Score -6230645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 80968 members 
Entering Unmasked Estep 
Score: -6230642.500000 Penalty: 5610.792480
	Iteration 51Q: 3 clusters Score -6230642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 80967 members 
Entering Unmasked Estep 
Score: -6230644.000000 Penalty: 5610.792480
	Iteration 52Q: 3 clusters Score -6230644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 80969 members 
Entering Unmasked Estep 
Score: -6230643.500000 Penalty: 5610.792480
	Iteration 53Q: 3 clusters Score -6230644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 80968 members 
Entering Unmasked Estep 
Score: -6230645.000000 Penalty: 5610.792480
	Iteration 54Q: 3 clusters Score -6230645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 80969 members 
Entering Unmasked Estep 
Score: -6230645.500000 Penalty: 5610.792480
	Iteration 55Q: 3 clusters Score -6230646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 80969 members 
Entering Unmasked Estep 
Score: -6230646.500000 Penalty: 5610.792480
	Iteration 56Q: 3 clusters Score -6230646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 80968 members 
Entering Unmasked Estep 
Score: -6230644.500000 Penalty: 5610.792480
	Iteration 57Q: 3 clusters Score -6230644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 80968 members 
Entering Unmasked Estep 
Score: -6230644.500000 Penalty: 5610.792480
	Iteration 58F: 3 clusters Score -6230644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (399138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399138 members 
Entering Unmasked Estep 
Score: -29766614.000000 Penalty: 3198.471436
	Iteration 0F: 2 clusters Score -2.976661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200012 members 
Mstep: Class 2 contains 199126 members 
Entering Unmasked Estep 
Score: -29497622.000000 Penalty: 6396.942871
	Iteration 0F: 3 clusters Score -2.949762e+07 nChanged 193912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215140 members 
Mstep: Class 2 contains 183998 members 
Entering Unmasked Estep 
Score: -29614552.000000 Penalty: 6396.942871
	Iteration 1F: 3 clusters Score -2.961455e+07 nChanged 12958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224104 members 
Mstep: Class 2 contains 175034 members 
Entering Unmasked Estep 
Score: -29618286.000000 Penalty: 6396.942871
	Iteration 2Q: 3 clusters Score -2.961829e+07 nChanged 16918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237876 members 
Mstep: Class 2 contains 161262 members 
Entering Unmasked Estep 
Score: -29625452.000000 Penalty: 6396.942871
	Iteration 3Q: 3 clusters Score -2.962545e+07 nChanged 23272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258466 members 
Mstep: Class 2 contains 140672 members 
Entering Unmasked Estep 
Score: -29639138.000000 Penalty: 6396.942871
	Iteration 4F: 3 clusters Score -2.963914e+07 nChanged 30067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286383 members 
Mstep: Class 2 contains 112755 members 
Entering Unmasked Estep 
Score: -29661550.000000 Penalty: 6396.942871
	Iteration 5F: 3 clusters Score -2.966155e+07 nChanged 34066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319083 members 
Mstep: Class 2 contains 80055 members 
Entering Unmasked Estep 
Score: -29692238.000000 Penalty: 6396.942871
	Iteration 6F: 3 clusters Score -2.969224e+07 nChanged 31090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349493 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -29722614.000000 Penalty: 6396.942871
	Iteration 7F: 3 clusters Score -2.972261e+07 nChanged 21622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370861 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -29743730.000000 Penalty: 6396.942871
	Iteration 8F: 3 clusters Score -2.974373e+07 nChanged 11947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382616 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -29754602.000000 Penalty: 6396.942871
	Iteration 9Q: 3 clusters Score -2.97546e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388248 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -29760122.000000 Penalty: 6396.942871
	Iteration 10Q: 3 clusters Score -2.976012e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390739 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -29763438.000000 Penalty: 6396.942871
	Iteration 11Q: 3 clusters Score -2.976344e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391673 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -29765610.000000 Penalty: 6396.942871
	Iteration 12Q: 3 clusters Score -2.976561e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391830 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -29766734.000000 Penalty: 6396.942871
	Iteration 13Q: 3 clusters Score -2.976673e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391663 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -29767212.000000 Penalty: 6396.942871
	Iteration 14Q: 3 clusters Score -2.976721e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391407 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -29767460.000000 Penalty: 6396.942871
	Iteration 15Q: 3 clusters Score -2.976746e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391142 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -29767662.000000 Penalty: 6396.942871
	Iteration 16Q: 3 clusters Score -2.976766e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390856 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -29767736.000000 Penalty: 6396.942871
	Iteration 17Q: 3 clusters Score -2.976774e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390625 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -29767778.000000 Penalty: 6396.942871
	Iteration 18Q: 3 clusters Score -2.976778e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390421 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -29767792.000000 Penalty: 6396.942871
	Iteration 19Q: 3 clusters Score -2.976779e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390226 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -29767830.000000 Penalty: 6396.942871
	Iteration 20F: 3 clusters Score -2.976783e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390001 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -29767906.000000 Penalty: 6396.942871
	Iteration 21Q: 3 clusters Score -2.976791e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389779 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -29767930.000000 Penalty: 6396.942871
	Iteration 22Q: 3 clusters Score -2.976793e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389546 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -29767936.000000 Penalty: 6396.942871
	Iteration 23Q: 3 clusters Score -2.976794e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389341 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -29768046.000000 Penalty: 6396.942871
	Iteration 24Q: 3 clusters Score -2.976805e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389127 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -29768102.000000 Penalty: 6396.942871
	Iteration 25Q: 3 clusters Score -2.97681e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388940 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -29768196.000000 Penalty: 6396.942871
	Iteration 26Q: 3 clusters Score -2.97682e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388725 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -29768234.000000 Penalty: 6396.942871
	Iteration 27Q: 3 clusters Score -2.976823e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388509 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -29768310.000000 Penalty: 6396.942871
	Iteration 28Q: 3 clusters Score -2.976831e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388334 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -29768374.000000 Penalty: 6396.942871
	Iteration 29Q: 3 clusters Score -2.976837e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388187 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -29768358.000000 Penalty: 6396.942871
	Iteration 30Q: 3 clusters Score -2.976836e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388047 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -29768386.000000 Penalty: 6396.942871
	Iteration 31Q: 3 clusters Score -2.976839e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387909 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -29768420.000000 Penalty: 6396.942871
	Iteration 32Q: 3 clusters Score -2.976842e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387771 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -29768420.000000 Penalty: 6396.942871
	Iteration 33Q: 3 clusters Score -2.976842e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387670 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -29768408.000000 Penalty: 6396.942871
	Iteration 34Q: 3 clusters Score -2.976841e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387575 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -29768420.000000 Penalty: 6396.942871
	Iteration 35Q: 3 clusters Score -2.976842e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387480 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -29768398.000000 Penalty: 6396.942871
	Iteration 36Q: 3 clusters Score -2.97684e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387403 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -29768390.000000 Penalty: 6396.942871
	Iteration 37Q: 3 clusters Score -2.976839e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387340 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -29768398.000000 Penalty: 6396.942871
	Iteration 38Q: 3 clusters Score -2.97684e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387273 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -29768392.000000 Penalty: 6396.942871
	Iteration 39Q: 3 clusters Score -2.976839e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387194 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -29768436.000000 Penalty: 6396.942871
	Iteration 40F: 3 clusters Score -2.976844e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387122 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -29768444.000000 Penalty: 6396.942871
	Iteration 41Q: 3 clusters Score -2.976844e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387054 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -29768428.000000 Penalty: 6396.942871
	Iteration 42Q: 3 clusters Score -2.976843e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386967 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -29768456.000000 Penalty: 6396.942871
	Iteration 43Q: 3 clusters Score -2.976846e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386884 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -29768506.000000 Penalty: 6396.942871
	Iteration 44Q: 3 clusters Score -2.976851e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386805 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -29768524.000000 Penalty: 6396.942871
	Iteration 45Q: 3 clusters Score -2.976852e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386721 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -29768544.000000 Penalty: 6396.942871
	Iteration 46Q: 3 clusters Score -2.976854e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386643 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -29768560.000000 Penalty: 6396.942871
	Iteration 47Q: 3 clusters Score -2.976856e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386578 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -29768570.000000 Penalty: 6396.942871
	Iteration 48Q: 3 clusters Score -2.976857e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386503 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -29768554.000000 Penalty: 6396.942871
	Iteration 49Q: 3 clusters Score -2.976855e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386425 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -29768604.000000 Penalty: 6396.942871
	Iteration 50Q: 3 clusters Score -2.97686e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386352 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -29768586.000000 Penalty: 6396.942871
	Iteration 51Q: 3 clusters Score -2.976859e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386270 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -29768636.000000 Penalty: 6396.942871
	Iteration 52Q: 3 clusters Score -2.976864e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386204 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -29768654.000000 Penalty: 6396.942871
	Iteration 53Q: 3 clusters Score -2.976865e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386148 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -29768674.000000 Penalty: 6396.942871
	Iteration 54Q: 3 clusters Score -2.976867e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386080 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -29768642.000000 Penalty: 6396.942871
	Iteration 55Q: 3 clusters Score -2.976864e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386009 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -29768688.000000 Penalty: 6396.942871
	Iteration 56Q: 3 clusters Score -2.976869e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385943 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -29768648.000000 Penalty: 6396.942871
	Iteration 57Q: 3 clusters Score -2.976865e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385878 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -29768646.000000 Penalty: 6396.942871
	Iteration 58Q: 3 clusters Score -2.976865e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385807 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -29768628.000000 Penalty: 6396.942871
	Iteration 59Q: 3 clusters Score -2.976863e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385745 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -29768648.000000 Penalty: 6396.942871
	Iteration 60F: 3 clusters Score -2.976865e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385697 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -29768688.000000 Penalty: 6396.942871
	Iteration 61Q: 3 clusters Score -2.976869e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385642 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -29768736.000000 Penalty: 6396.942871
	Iteration 62Q: 3 clusters Score -2.976874e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385598 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -29768716.000000 Penalty: 6396.942871
	Iteration 63Q: 3 clusters Score -2.976872e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385555 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -29768742.000000 Penalty: 6396.942871
	Iteration 64Q: 3 clusters Score -2.976874e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385520 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -29768748.000000 Penalty: 6396.942871
	Iteration 65Q: 3 clusters Score -2.976875e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385483 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -29768740.000000 Penalty: 6396.942871
	Iteration 66Q: 3 clusters Score -2.976874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385461 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -29768730.000000 Penalty: 6396.942871
	Iteration 67Q: 3 clusters Score -2.976873e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385449 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -29768708.000000 Penalty: 6396.942871
	Iteration 68Q: 3 clusters Score -2.976871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385438 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -29768726.000000 Penalty: 6396.942871
	Iteration 69Q: 3 clusters Score -2.976873e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385427 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -29768708.000000 Penalty: 6396.942871
	Iteration 70Q: 3 clusters Score -2.976871e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385410 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -29768714.000000 Penalty: 6396.942871
	Iteration 71Q: 3 clusters Score -2.976871e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385395 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -29768710.000000 Penalty: 6396.942871
	Iteration 72Q: 3 clusters Score -2.976871e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385372 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -29768714.000000 Penalty: 6396.942871
	Iteration 73Q: 3 clusters Score -2.976871e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385353 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -29768714.000000 Penalty: 6396.942871
	Iteration 74Q: 3 clusters Score -2.976871e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385339 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -29768720.000000 Penalty: 6396.942871
	Iteration 75Q: 3 clusters Score -2.976872e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385322 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -29768710.000000 Penalty: 6396.942871
	Iteration 76Q: 3 clusters Score -2.976871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385314 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -29768726.000000 Penalty: 6396.942871
	Iteration 77Q: 3 clusters Score -2.976873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385308 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -29768732.000000 Penalty: 6396.942871
	Iteration 78Q: 3 clusters Score -2.976873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385297 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -29768760.000000 Penalty: 6396.942871
	Iteration 79Q: 3 clusters Score -2.976876e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385284 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -29768748.000000 Penalty: 6396.942871
	Iteration 80F: 3 clusters Score -2.976875e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385273 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -29768748.000000 Penalty: 6396.942871
	Iteration 81Q: 3 clusters Score -2.976875e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385258 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -29768772.000000 Penalty: 6396.942871
	Iteration 82Q: 3 clusters Score -2.976877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385250 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -29768756.000000 Penalty: 6396.942871
	Iteration 83Q: 3 clusters Score -2.976876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385244 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -29768748.000000 Penalty: 6396.942871
	Iteration 84Q: 3 clusters Score -2.976875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385240 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -29768758.000000 Penalty: 6396.942871
	Iteration 85Q: 3 clusters Score -2.976876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385233 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -29768756.000000 Penalty: 6396.942871
	Iteration 86Q: 3 clusters Score -2.976876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385225 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -29768748.000000 Penalty: 6396.942871
	Iteration 87Q: 3 clusters Score -2.976875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385221 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -29768746.000000 Penalty: 6396.942871
	Iteration 88Q: 3 clusters Score -2.976875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385218 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -29768730.000000 Penalty: 6396.942871
	Iteration 89Q: 3 clusters Score -2.976873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385214 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -29768726.000000 Penalty: 6396.942871
	Iteration 90Q: 3 clusters Score -2.976873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385212 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -29768744.000000 Penalty: 6396.942871
	Iteration 91Q: 3 clusters Score -2.976874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385209 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -29768742.000000 Penalty: 6396.942871
	Iteration 92Q: 3 clusters Score -2.976874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385207 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -29768748.000000 Penalty: 6396.942871
	Iteration 93Q: 3 clusters Score -2.976875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385202 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -29768732.000000 Penalty: 6396.942871
	Iteration 94Q: 3 clusters Score -2.976873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385195 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -29768756.000000 Penalty: 6396.942871
	Iteration 95Q: 3 clusters Score -2.976876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385188 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -29768734.000000 Penalty: 6396.942871
	Iteration 96Q: 3 clusters Score -2.976873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385184 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -29768746.000000 Penalty: 6396.942871
	Iteration 97Q: 3 clusters Score -2.976875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385178 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -29768756.000000 Penalty: 6396.942871
	Iteration 98Q: 3 clusters Score -2.976876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385167 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -29768748.000000 Penalty: 6396.942871
	Iteration 99Q: 3 clusters Score -2.976875e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385156 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -29768754.000000 Penalty: 6396.942871
	Iteration 100F: 3 clusters Score -2.976875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385150 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -29768744.000000 Penalty: 6396.942871
	Iteration 101Q: 3 clusters Score -2.976874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385139 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -29768742.000000 Penalty: 6396.942871
	Iteration 102Q: 3 clusters Score -2.976874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385129 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -29768760.000000 Penalty: 6396.942871
	Iteration 103Q: 3 clusters Score -2.976876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385118 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -29768736.000000 Penalty: 6396.942871
	Iteration 104Q: 3 clusters Score -2.976874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385107 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -29768748.000000 Penalty: 6396.942871
	Iteration 105Q: 3 clusters Score -2.976875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385099 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -29768742.000000 Penalty: 6396.942871
	Iteration 106Q: 3 clusters Score -2.976874e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385087 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -29768762.000000 Penalty: 6396.942871
	Iteration 107Q: 3 clusters Score -2.976876e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385075 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -29768738.000000 Penalty: 6396.942871
	Iteration 108Q: 3 clusters Score -2.976874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385067 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -29768736.000000 Penalty: 6396.942871
	Iteration 109Q: 3 clusters Score -2.976874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385064 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -29768724.000000 Penalty: 6396.942871
	Iteration 110Q: 3 clusters Score -2.976872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385060 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -29768726.000000 Penalty: 6396.942871
	Iteration 111Q: 3 clusters Score -2.976873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385059 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -29768732.000000 Penalty: 6396.942871
	Iteration 112Q: 3 clusters Score -2.976873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385056 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -29768726.000000 Penalty: 6396.942871
	Iteration 113Q: 3 clusters Score -2.976873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385054 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -29768720.000000 Penalty: 6396.942871
	Iteration 114Q: 3 clusters Score -2.976872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385051 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -29768728.000000 Penalty: 6396.942871
	Iteration 115Q: 3 clusters Score -2.976873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385047 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -29768740.000000 Penalty: 6396.942871
	Iteration 116Q: 3 clusters Score -2.976874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385042 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -29768744.000000 Penalty: 6396.942871
	Iteration 117Q: 3 clusters Score -2.976874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385040 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -29768740.000000 Penalty: 6396.942871
	Iteration 118Q: 3 clusters Score -2.976874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385033 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -29768738.000000 Penalty: 6396.942871
	Iteration 119Q: 3 clusters Score -2.976874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385027 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -29768738.000000 Penalty: 6396.942871
	Iteration 120F: 3 clusters Score -2.976874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385021 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -29768732.000000 Penalty: 6396.942871
	Iteration 121Q: 3 clusters Score -2.976873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385018 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -29768720.000000 Penalty: 6396.942871
	Iteration 122Q: 3 clusters Score -2.976872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385017 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -29768722.000000 Penalty: 6396.942871
	Iteration 123Q: 3 clusters Score -2.976872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385016 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -29768736.000000 Penalty: 6396.942871
	Iteration 124Q: 3 clusters Score -2.976874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385015 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -29768740.000000 Penalty: 6396.942871
	Iteration 125Q: 3 clusters Score -2.976874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385015 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -29768740.000000 Penalty: 6396.942871
	Iteration 126F: 3 clusters Score -2.976874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 211452 members 
Mstep: Class 3 contains 85238 members 
Mstep: Class 4 contains 18599 members 
Mstep: Class 5 contains 201071 members 
Mstep: Class 6 contains 5514 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 1225 members 
Mstep: Class 9 contains 81804 members 
Mstep: Class 10 contains 385015 members 
Mstep: Class 11 contains 28832 members 
Mstep: Class 12 contains 5373 members 
Mstep: Class 13 contains 13045 members 
Mstep: Class 14 contains 8367 members 
Mstep: Class 15 contains 8368 members 
Mstep: Class 16 contains 127877 members 
Mstep: Class 17 contains 13866 members 
Mstep: Class 18 contains 27252 members 
Mstep: Class 19 contains 5597 members 
Mstep: Class 20 contains 10939 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 18624 members 
Mstep: Class 23 contains 12629 members 
Mstep: Class 24 contains 3343 members 
Mstep: Class 25 contains 15710 members 
Mstep: Class 26 contains 15005 members 
Mstep: Class 27 contains 15934 members 
Mstep: Class 28 contains 5437 members 
Mstep: Class 29 contains 34313 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 2441 members 
Mstep: Class 32 contains 6776 members 
Mstep: Class 33 contains 1911 members 
Mstep: Class 34 contains 14123 members 
Entering Unmasked Estep 
Score: -102236736.000000 Penalty: 119425.445312
Splitting cluster 10 changes total score from -102232776.000000 to -102236736.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 11 (28832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Entering Unmasked Estep 
Score: -2309449.250000 Penalty: 2546.771973
	Iteration 0F: 2 clusters Score -2309449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2289446.500000 Penalty: 5093.543945
	Iteration 0F: 3 clusters Score -2289446 nChanged 13065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2296528.000000 Penalty: 5093.543945
	Iteration 1F: 3 clusters Score -2296528 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2297207.500000 Penalty: 5093.543945
	Iteration 2F: 3 clusters Score -2297208 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2298022.250000 Penalty: 5093.543945
	Iteration 3F: 3 clusters Score -2298022 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2298868.750000 Penalty: 5093.543945
	Iteration 4F: 3 clusters Score -2298869 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2299629.750000 Penalty: 5093.543945
	Iteration 5F: 3 clusters Score -2299630 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2300386.000000 Penalty: 5093.543945
	Iteration 6F: 3 clusters Score -2300386 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2301176.750000 Penalty: 5093.543945
	Iteration 7F: 3 clusters Score -2301177 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2302061.750000 Penalty: 5093.543945
	Iteration 8F: 3 clusters Score -2302062 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2302956.000000 Penalty: 5093.543945
	Iteration 9F: 3 clusters Score -2302956 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2303703.750000 Penalty: 5093.543945
	Iteration 10Q: 3 clusters Score -2303704 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2304272.500000 Penalty: 5093.543945
	Iteration 11Q: 3 clusters Score -2304272 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2304563.750000 Penalty: 5093.543945
	Iteration 12Q: 3 clusters Score -2304564 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2304722.500000 Penalty: 5093.543945
	Iteration 13Q: 3 clusters Score -2304722 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2304798.500000 Penalty: 5093.543945
	Iteration 14Q: 3 clusters Score -2304798 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2304876.250000 Penalty: 5093.543945
	Iteration 15Q: 3 clusters Score -2304876 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2304925.750000 Penalty: 5093.543945
	Iteration 16Q: 3 clusters Score -2304926 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2304970.750000 Penalty: 5093.543945
	Iteration 17Q: 3 clusters Score -2304971 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2305019.000000 Penalty: 5093.543945
	Iteration 18Q: 3 clusters Score -2305019 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2305079.500000 Penalty: 5093.543945
	Iteration 19Q: 3 clusters Score -2305080 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2305116.250000 Penalty: 5093.543945
	Iteration 20F: 3 clusters Score -2305116 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2305154.000000 Penalty: 5093.543945
	Iteration 21Q: 3 clusters Score -2305154 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2305203.750000 Penalty: 5093.543945
	Iteration 22Q: 3 clusters Score -2305204 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2305254.500000 Penalty: 5093.543945
	Iteration 23Q: 3 clusters Score -2305254 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2305308.000000 Penalty: 5093.543945
	Iteration 24Q: 3 clusters Score -2305308 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2305381.500000 Penalty: 5093.543945
	Iteration 25Q: 3 clusters Score -2305382 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2305464.500000 Penalty: 5093.543945
	Iteration 26Q: 3 clusters Score -2305464 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2305543.750000 Penalty: 5093.543945
	Iteration 27Q: 3 clusters Score -2305544 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2305657.750000 Penalty: 5093.543945
	Iteration 28Q: 3 clusters Score -2305658 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2305771.500000 Penalty: 5093.543945
	Iteration 29Q: 3 clusters Score -2305772 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2305885.750000 Penalty: 5093.543945
	Iteration 30Q: 3 clusters Score -2305886 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2306017.500000 Penalty: 5093.543945
	Iteration 31Q: 3 clusters Score -2306018 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2306136.000000 Penalty: 5093.543945
	Iteration 32Q: 3 clusters Score -2306136 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2306254.500000 Penalty: 5093.543945
	Iteration 33Q: 3 clusters Score -2306254 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2306388.500000 Penalty: 5093.543945
	Iteration 34Q: 3 clusters Score -2306388 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2306521.250000 Penalty: 5093.543945
	Iteration 35Q: 3 clusters Score -2306521 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2306653.750000 Penalty: 5093.543945
	Iteration 36Q: 3 clusters Score -2306654 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2306782.250000 Penalty: 5093.543945
	Iteration 37Q: 3 clusters Score -2306782 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2306894.500000 Penalty: 5093.543945
	Iteration 38Q: 3 clusters Score -2306894 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2307009.750000 Penalty: 5093.543945
	Iteration 39Q: 3 clusters Score -2307010 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2307130.000000 Penalty: 5093.543945
	Iteration 40F: 3 clusters Score -2307130 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2307227.750000 Penalty: 5093.543945
	Iteration 41Q: 3 clusters Score -2307228 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2307340.750000 Penalty: 5093.543945
	Iteration 42Q: 3 clusters Score -2307341 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2307468.750000 Penalty: 5093.543945
	Iteration 43Q: 3 clusters Score -2307469 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2307578.750000 Penalty: 5093.543945
	Iteration 44Q: 3 clusters Score -2307579 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2307685.000000 Penalty: 5093.543945
	Iteration 45Q: 3 clusters Score -2307685 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2307794.000000 Penalty: 5093.543945
	Iteration 46Q: 3 clusters Score -2307794 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2307908.500000 Penalty: 5093.543945
	Iteration 47Q: 3 clusters Score -2307908 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2308031.250000 Penalty: 5093.543945
	Iteration 48Q: 3 clusters Score -2308031 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2308142.250000 Penalty: 5093.543945
	Iteration 49Q: 3 clusters Score -2308142 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2308243.000000 Penalty: 5093.543945
	Iteration 50Q: 3 clusters Score -2308243 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2308349.000000 Penalty: 5093.543945
	Iteration 51Q: 3 clusters Score -2308349 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2308427.250000 Penalty: 5093.543945
	Iteration 52Q: 3 clusters Score -2308427 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2308490.250000 Penalty: 5093.543945
	Iteration 53Q: 3 clusters Score -2308490 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2308547.250000 Penalty: 5093.543945
	Iteration 54Q: 3 clusters Score -2308547 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2308583.750000 Penalty: 5093.543945
	Iteration 55Q: 3 clusters Score -2308584 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2308597.250000 Penalty: 5093.543945
	Iteration 56Q: 3 clusters Score -2308597 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2308615.250000 Penalty: 5093.543945
	Iteration 57Q: 3 clusters Score -2308615 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2308623.250000 Penalty: 5093.543945
	Iteration 58Q: 3 clusters Score -2308623 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2308635.000000 Penalty: 5093.543945
	Iteration 59Q: 3 clusters Score -2308635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2308647.750000 Penalty: 5093.543945
	Iteration 60F: 3 clusters Score -2308648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2308651.000000 Penalty: 5093.543945
	Iteration 61Q: 3 clusters Score -2308651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2308651.500000 Penalty: 5093.543945
	Iteration 62Q: 3 clusters Score -2308652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2308656.000000 Penalty: 5093.543945
	Iteration 63Q: 3 clusters Score -2308656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2308656.500000 Penalty: 5093.543945
	Iteration 64Q: 3 clusters Score -2308656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2308656.500000 Penalty: 5093.543945
	Iteration 65F: 3 clusters Score -2308656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -280167.031250 Penalty: 2130.107178
	Iteration 0F: 2 clusters Score -280167 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 2696 members 
Entering Unmasked Estep 
Score: -275684.562500 Penalty: 4260.214355
	Iteration 0F: 3 clusters Score -275684.6 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -278590.125000 Penalty: 4260.214355
	Iteration 1F: 3 clusters Score -278590.1 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -280264.656250 Penalty: 4260.214355
	Iteration 2F: 3 clusters Score -280264.7 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -281241.000000 Penalty: 4260.214355
	Iteration 3F: 3 clusters Score -281241 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -281919.218750 Penalty: 4260.214355
	Iteration 4F: 3 clusters Score -281919.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -282362.000000 Penalty: 4260.214355
	Iteration 5F: 3 clusters Score -282362 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -282505.843750 Penalty: 4260.214355
	Iteration 6Q: 3 clusters Score -282505.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -282566.062500 Penalty: 4260.214355
	Iteration 7Q: 3 clusters Score -282566.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -282597.093750 Penalty: 4260.214355
	Iteration 8Q: 3 clusters Score -282597.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -282619.437500 Penalty: 4260.214355
	Iteration 9Q: 3 clusters Score -282619.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -282630.437500 Penalty: 4260.214355
	Iteration 10Q: 3 clusters Score -282630.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -282636.312500 Penalty: 4260.214355
	Iteration 11Q: 3 clusters Score -282636.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -282638.937500 Penalty: 4260.214355
	Iteration 12Q: 3 clusters Score -282638.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -282639.625000 Penalty: 4260.214355
	Iteration 13Q: 3 clusters Score -282639.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -282640.656250 Penalty: 4260.214355
	Iteration 14Q: 3 clusters Score -282640.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -282640.468750 Penalty: 4260.214355
	Iteration 15Q: 3 clusters Score -282640.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -282641.000000 Penalty: 4260.214355
	Iteration 16Q: 3 clusters Score -282641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -282640.593750 Penalty: 4260.214355
	Iteration 17Q: 3 clusters Score -282640.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -282640.593750 Penalty: 4260.214355
	Iteration 18F: 3 clusters Score -282640.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 211452 members 
Mstep: Class 3 contains 85238 members 
Mstep: Class 4 contains 18599 members 
Mstep: Class 5 contains 201071 members 
Mstep: Class 6 contains 5514 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 1225 members 
Mstep: Class 9 contains 81804 members 
Mstep: Class 10 contains 385015 members 
Mstep: Class 11 contains 28832 members 
Mstep: Class 12 contains 2768 members 
Mstep: Class 13 contains 13045 members 
Mstep: Class 14 contains 8367 members 
Mstep: Class 15 contains 8368 members 
Mstep: Class 16 contains 127877 members 
Mstep: Class 17 contains 13866 members 
Mstep: Class 18 contains 27252 members 
Mstep: Class 19 contains 5597 members 
Mstep: Class 20 contains 10939 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 18624 members 
Mstep: Class 23 contains 12629 members 
Mstep: Class 24 contains 3343 members 
Mstep: Class 25 contains 15710 members 
Mstep: Class 26 contains 15005 members 
Mstep: Class 27 contains 15934 members 
Mstep: Class 28 contains 5437 members 
Mstep: Class 29 contains 34313 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 2441 members 
Mstep: Class 32 contains 6776 members 
Mstep: Class 33 contains 1911 members 
Mstep: Class 34 contains 14123 members 
Mstep: Class 35 contains 2605 members 
Entering Unmasked Estep 
Score: -102238096.000000 Penalty: 122937.960938
Splitting cluster 12 changes total score from -102232776.000000 to -102238096.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 13 (13045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Entering Unmasked Estep 
Score: -924443.812500 Penalty: 2350.087646
	Iteration 0F: 2 clusters Score -924443.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -914813.125000 Penalty: 4700.175293
	Iteration 0F: 3 clusters Score -914813.1 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -918187.687500 Penalty: 4700.175293
	Iteration 1F: 3 clusters Score -918187.7 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -919476.687500 Penalty: 4700.175293
	Iteration 2F: 3 clusters Score -919476.7 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -920971.937500 Penalty: 4700.175293
	Iteration 3F: 3 clusters Score -920971.9 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -922474.500000 Penalty: 4700.175293
	Iteration 4F: 3 clusters Score -922474.5 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -923820.812500 Penalty: 4700.175293
	Iteration 5F: 3 clusters Score -923820.8 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -925014.062500 Penalty: 4700.175293
	Iteration 6F: 3 clusters Score -925014.1 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -926291.687500 Penalty: 4700.175293
	Iteration 7F: 3 clusters Score -926291.7 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -928032.562500 Penalty: 4700.175293
	Iteration 8F: 3 clusters Score -928032.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -929215.750000 Penalty: 4700.175293
	Iteration 9Q: 3 clusters Score -929215.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -929519.812500 Penalty: 4700.175293
	Iteration 10Q: 3 clusters Score -929519.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -929586.000000 Penalty: 4700.175293
	Iteration 11Q: 3 clusters Score -929586 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -929615.250000 Penalty: 4700.175293
	Iteration 12Q: 3 clusters Score -929615.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -929632.375000 Penalty: 4700.175293
	Iteration 13Q: 3 clusters Score -929632.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -929648.687500 Penalty: 4700.175293
	Iteration 14Q: 3 clusters Score -929648.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -929653.750000 Penalty: 4700.175293
	Iteration 15Q: 3 clusters Score -929653.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -929657.687500 Penalty: 4700.175293
	Iteration 16Q: 3 clusters Score -929657.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -929662.437500 Penalty: 4700.175293
	Iteration 17Q: 3 clusters Score -929662.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -929666.625000 Penalty: 4700.175293
	Iteration 18Q: 3 clusters Score -929666.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -929664.437500 Penalty: 4700.175293
	Iteration 19Q: 3 clusters Score -929664.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -929665.937500 Penalty: 4700.175293
	Iteration 20F: 3 clusters Score -929665.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -929665.375000 Penalty: 4700.175293
	Iteration 21Q: 3 clusters Score -929665.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -929666.187500 Penalty: 4700.175293
	Iteration 22Q: 3 clusters Score -929666.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -929666.187500 Penalty: 4700.175293
	Iteration 23F: 3 clusters Score -929666.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 211452 members 
Mstep: Class 3 contains 85238 members 
Mstep: Class 4 contains 18599 members 
Mstep: Class 5 contains 201071 members 
Mstep: Class 6 contains 5514 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 1225 members 
Mstep: Class 9 contains 81804 members 
Mstep: Class 10 contains 385015 members 
Mstep: Class 11 contains 28832 members 
Mstep: Class 12 contains 2768 members 
Mstep: Class 13 contains 4758 members 
Mstep: Class 14 contains 8367 members 
Mstep: Class 15 contains 8368 members 
Mstep: Class 16 contains 127877 members 
Mstep: Class 17 contains 13866 members 
Mstep: Class 18 contains 27252 members 
Mstep: Class 19 contains 5597 members 
Mstep: Class 20 contains 10939 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 18624 members 
Mstep: Class 23 contains 12629 members 
Mstep: Class 24 contains 3343 members 
Mstep: Class 25 contains 15710 members 
Mstep: Class 26 contains 15005 members 
Mstep: Class 27 contains 15934 members 
Mstep: Class 28 contains 5437 members 
Mstep: Class 29 contains 34313 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 2441 members 
Mstep: Class 32 contains 6776 members 
Mstep: Class 33 contains 1911 members 
Mstep: Class 34 contains 14123 members 
Mstep: Class 35 contains 2605 members 
Mstep: Class 36 contains 8287 members 
Entering Unmasked Estep 
Score: -102241912.000000 Penalty: 126450.476562
Splitting cluster 13 changes total score from -102232776.000000 to -102241912.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 14 (8367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Entering Unmasked Estep 
Score: -635606.875000 Penalty: 2239.948730
	Iteration 0F: 2 clusters Score -635606.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -628952.375000 Penalty: 4479.897461
	Iteration 0F: 3 clusters Score -628952.4 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -630845.250000 Penalty: 4479.897461
	Iteration 1F: 3 clusters Score -630845.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -631140.687500 Penalty: 4479.897461
	Iteration 2F: 3 clusters Score -631140.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -631358.812500 Penalty: 4479.897461
	Iteration 3F: 3 clusters Score -631358.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -631567.687500 Penalty: 4479.897461
	Iteration 4Q: 3 clusters Score -631567.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -631763.250000 Penalty: 4479.897461
	Iteration 5Q: 3 clusters Score -631763.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -631932.187500 Penalty: 4479.897461
	Iteration 6Q: 3 clusters Score -631932.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -632094.437500 Penalty: 4479.897461
	Iteration 7Q: 3 clusters Score -632094.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -632266.312500 Penalty: 4479.897461
	Iteration 8Q: 3 clusters Score -632266.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -632407.312500 Penalty: 4479.897461
	Iteration 9Q: 3 clusters Score -632407.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -632531.437500 Penalty: 4479.897461
	Iteration 10Q: 3 clusters Score -632531.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -632656.375000 Penalty: 4479.897461
	Iteration 11Q: 3 clusters Score -632656.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -632768.375000 Penalty: 4479.897461
	Iteration 12Q: 3 clusters Score -632768.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -632876.375000 Penalty: 4479.897461
	Iteration 13Q: 3 clusters Score -632876.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -632983.687500 Penalty: 4479.897461
	Iteration 14Q: 3 clusters Score -632983.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -633090.375000 Penalty: 4479.897461
	Iteration 15Q: 3 clusters Score -633090.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -633194.187500 Penalty: 4479.897461
	Iteration 16Q: 3 clusters Score -633194.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -633288.687500 Penalty: 4479.897461
	Iteration 17Q: 3 clusters Score -633288.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -633362.750000 Penalty: 4479.897461
	Iteration 18Q: 3 clusters Score -633362.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -633422.062500 Penalty: 4479.897461
	Iteration 19Q: 3 clusters Score -633422.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -633480.875000 Penalty: 4479.897461
	Iteration 20F: 3 clusters Score -633480.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -633521.187500 Penalty: 4479.897461
	Iteration 21Q: 3 clusters Score -633521.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -633555.312500 Penalty: 4479.897461
	Iteration 22Q: 3 clusters Score -633555.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -633592.187500 Penalty: 4479.897461
	Iteration 23Q: 3 clusters Score -633592.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -633623.437500 Penalty: 4479.897461
	Iteration 24Q: 3 clusters Score -633623.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -633649.000000 Penalty: 4479.897461
	Iteration 25Q: 3 clusters Score -633649 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -633674.187500 Penalty: 4479.897461
	Iteration 26Q: 3 clusters Score -633674.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -633689.562500 Penalty: 4479.897461
	Iteration 27Q: 3 clusters Score -633689.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -633698.437500 Penalty: 4479.897461
	Iteration 28Q: 3 clusters Score -633698.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -633704.125000 Penalty: 4479.897461
	Iteration 29Q: 3 clusters Score -633704.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -633712.187500 Penalty: 4479.897461
	Iteration 30Q: 3 clusters Score -633712.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -633721.125000 Penalty: 4479.897461
	Iteration 31Q: 3 clusters Score -633721.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -633729.312500 Penalty: 4479.897461
	Iteration 32Q: 3 clusters Score -633729.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -633736.937500 Penalty: 4479.897461
	Iteration 33Q: 3 clusters Score -633736.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -633739.500000 Penalty: 4479.897461
	Iteration 34Q: 3 clusters Score -633739.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -633740.875000 Penalty: 4479.897461
	Iteration 35Q: 3 clusters Score -633740.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -633743.875000 Penalty: 4479.897461
	Iteration 36Q: 3 clusters Score -633743.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -633746.125000 Penalty: 4479.897461
	Iteration 37Q: 3 clusters Score -633746.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -633746.625000 Penalty: 4479.897461
	Iteration 38Q: 3 clusters Score -633746.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -633746.625000 Penalty: 4479.897461
	Iteration 39F: 3 clusters Score -633746.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Entering Unmasked Estep 
Score: -621413.250000 Penalty: 2239.978271
	Iteration 0F: 2 clusters Score -621413.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -614779.937500 Penalty: 4479.956543
	Iteration 0F: 3 clusters Score -614779.9 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -616671.187500 Penalty: 4479.956543
	Iteration 1F: 3 clusters Score -616671.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -616948.625000 Penalty: 4479.956543
	Iteration 2F: 3 clusters Score -616948.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -617131.562500 Penalty: 4479.956543
	Iteration 3Q: 3 clusters Score -617131.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -617280.125000 Penalty: 4479.956543
	Iteration 4Q: 3 clusters Score -617280.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -617427.875000 Penalty: 4479.956543
	Iteration 5Q: 3 clusters Score -617427.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -617596.812500 Penalty: 4479.956543
	Iteration 6Q: 3 clusters Score -617596.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -617806.250000 Penalty: 4479.956543
	Iteration 7Q: 3 clusters Score -617806.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -618074.375000 Penalty: 4479.956543
	Iteration 8Q: 3 clusters Score -618074.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -618380.937500 Penalty: 4479.956543
	Iteration 9Q: 3 clusters Score -618380.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -618698.750000 Penalty: 4479.956543
	Iteration 10Q: 3 clusters Score -618698.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -619014.625000 Penalty: 4479.956543
	Iteration 11Q: 3 clusters Score -619014.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -619326.562500 Penalty: 4479.956543
	Iteration 12Q: 3 clusters Score -619326.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -619635.562500 Penalty: 4479.956543
	Iteration 13Q: 3 clusters Score -619635.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -619888.375000 Penalty: 4479.956543
	Iteration 14Q: 3 clusters Score -619888.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -620073.875000 Penalty: 4479.956543
	Iteration 15Q: 3 clusters Score -620073.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -620205.250000 Penalty: 4479.956543
	Iteration 16Q: 3 clusters Score -620205.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -620289.625000 Penalty: 4479.956543
	Iteration 17Q: 3 clusters Score -620289.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -620340.062500 Penalty: 4479.956543
	Iteration 18Q: 3 clusters Score -620340.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -620363.437500 Penalty: 4479.956543
	Iteration 19Q: 3 clusters Score -620363.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -620380.562500 Penalty: 4479.956543
	Iteration 20F: 3 clusters Score -620380.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -620388.500000 Penalty: 4479.956543
	Iteration 21Q: 3 clusters Score -620388.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -620395.250000 Penalty: 4479.956543
	Iteration 22Q: 3 clusters Score -620395.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -620397.062500 Penalty: 4479.956543
	Iteration 23Q: 3 clusters Score -620397.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -620398.000000 Penalty: 4479.956543
	Iteration 24Q: 3 clusters Score -620398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -620399.625000 Penalty: 4479.956543
	Iteration 25Q: 3 clusters Score -620399.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -620398.875000 Penalty: 4479.956543
	Iteration 26Q: 3 clusters Score -620398.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -620400.437500 Penalty: 4479.956543
	Iteration 27Q: 3 clusters Score -620400.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -620400.625000 Penalty: 4479.956543
	Iteration 28Q: 3 clusters Score -620400.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -620400.375000 Penalty: 4479.956543
	Iteration 29Q: 3 clusters Score -620400.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -620399.812500 Penalty: 4479.956543
	Iteration 30Q: 3 clusters Score -620399.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -620401.000000 Penalty: 4479.956543
	Iteration 31Q: 3 clusters Score -620401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -620401.125000 Penalty: 4479.956543
	Iteration 32Q: 3 clusters Score -620401.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -620401.187500 Penalty: 4479.956543
	Iteration 33Q: 3 clusters Score -620401.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -620401.187500 Penalty: 4479.956543
	Iteration 34F: 3 clusters Score -620401.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (127877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127877 members 
Entering Unmasked Estep 
Score: -9760949.000000 Penalty: 2916.188477
	Iteration 0F: 2 clusters Score -9760949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64021 members 
Mstep: Class 2 contains 63856 members 
Entering Unmasked Estep 
Score: -9675424.000000 Penalty: 5832.376953
	Iteration 0F: 3 clusters Score -9675424 nChanged 60828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63933 members 
Mstep: Class 2 contains 63944 members 
Entering Unmasked Estep 
Score: -9710402.000000 Penalty: 5832.376953
	Iteration 1F: 3 clusters Score -9710402 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64243 members 
Mstep: Class 2 contains 63634 members 
Entering Unmasked Estep 
Score: -9711363.000000 Penalty: 5832.376953
	Iteration 2Q: 3 clusters Score -9711363 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64889 members 
Mstep: Class 2 contains 62988 members 
Entering Unmasked Estep 
Score: -9712576.000000 Penalty: 5832.376953
	Iteration 3Q: 3 clusters Score -9712576 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65987 members 
Mstep: Class 2 contains 61890 members 
Entering Unmasked Estep 
Score: -9714463.000000 Penalty: 5832.376953
	Iteration 4Q: 3 clusters Score -9714463 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67719 members 
Mstep: Class 2 contains 60158 members 
Entering Unmasked Estep 
Score: -9717243.000000 Penalty: 5832.376953
	Iteration 5Q: 3 clusters Score -9717243 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70241 members 
Mstep: Class 2 contains 57636 members 
Entering Unmasked Estep 
Score: -9721687.000000 Penalty: 5832.376953
	Iteration 6F: 3 clusters Score -9721687 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 54650 members 
Entering Unmasked Estep 
Score: -9727888.000000 Penalty: 5832.376953
	Iteration 7F: 3 clusters Score -9727888 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75773 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -9734617.000000 Penalty: 5832.376953
	Iteration 8F: 3 clusters Score -9734617 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77382 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
Score: -9740362.000000 Penalty: 5832.376953
	Iteration 9F: 3 clusters Score -9740362 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78193 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -9744952.000000 Penalty: 5832.376953
	Iteration 10F: 3 clusters Score -9744952 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78666 members 
Mstep: Class 2 contains 49211 members 
Entering Unmasked Estep 
Score: -9747754.000000 Penalty: 5832.376953
	Iteration 11Q: 3 clusters Score -9747754 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79163 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -9749316.000000 Penalty: 5832.376953
	Iteration 12Q: 3 clusters Score -9749316 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79719 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -9750241.000000 Penalty: 5832.376953
	Iteration 13Q: 3 clusters Score -9750241 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80359 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -9750962.000000 Penalty: 5832.376953
	Iteration 14Q: 3 clusters Score -9750962 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80968 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -9751496.000000 Penalty: 5832.376953
	Iteration 15Q: 3 clusters Score -9751496 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81609 members 
Mstep: Class 2 contains 46268 members 
Entering Unmasked Estep 
Score: -9751960.000000 Penalty: 5832.376953
	Iteration 16Q: 3 clusters Score -9751960 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82245 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -9752298.000000 Penalty: 5832.376953
	Iteration 17Q: 3 clusters Score -9752298 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82832 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -9752550.000000 Penalty: 5832.376953
	Iteration 18Q: 3 clusters Score -9752550 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83428 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -9752841.000000 Penalty: 5832.376953
	Iteration 19Q: 3 clusters Score -9752841 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83996 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -9753020.000000 Penalty: 5832.376953
	Iteration 20F: 3 clusters Score -9753020 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84547 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -9753115.000000 Penalty: 5832.376953
	Iteration 21Q: 3 clusters Score -9753115 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85050 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -9753198.000000 Penalty: 5832.376953
	Iteration 22Q: 3 clusters Score -9753198 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85534 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -9753233.000000 Penalty: 5832.376953
	Iteration 23Q: 3 clusters Score -9753233 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86018 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -9753304.000000 Penalty: 5832.376953
	Iteration 24Q: 3 clusters Score -9753304 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86467 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -9753357.000000 Penalty: 5832.376953
	Iteration 25Q: 3 clusters Score -9753357 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86890 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -9753433.000000 Penalty: 5832.376953
	Iteration 26Q: 3 clusters Score -9753433 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87283 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -9753426.000000 Penalty: 5832.376953
	Iteration 27Q: 3 clusters Score -9753426 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87647 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -9753494.000000 Penalty: 5832.376953
	Iteration 28Q: 3 clusters Score -9753494 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88020 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -9753565.000000 Penalty: 5832.376953
	Iteration 29Q: 3 clusters Score -9753565 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88393 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -9753612.000000 Penalty: 5832.376953
	Iteration 30Q: 3 clusters Score -9753612 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88734 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -9753661.000000 Penalty: 5832.376953
	Iteration 31Q: 3 clusters Score -9753661 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89062 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -9753683.000000 Penalty: 5832.376953
	Iteration 32Q: 3 clusters Score -9753683 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89367 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -9753712.000000 Penalty: 5832.376953
	Iteration 33Q: 3 clusters Score -9753712 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89676 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -9753732.000000 Penalty: 5832.376953
	Iteration 34Q: 3 clusters Score -9753732 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89951 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -9753745.000000 Penalty: 5832.376953
	Iteration 35Q: 3 clusters Score -9753745 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90212 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -9753743.000000 Penalty: 5832.376953
	Iteration 36Q: 3 clusters Score -9753743 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90465 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -9753758.000000 Penalty: 5832.376953
	Iteration 37Q: 3 clusters Score -9753758 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90705 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -9753778.000000 Penalty: 5832.376953
	Iteration 38Q: 3 clusters Score -9753778 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90929 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -9753776.000000 Penalty: 5832.376953
	Iteration 39Q: 3 clusters Score -9753776 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91148 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -9753800.000000 Penalty: 5832.376953
	Iteration 40F: 3 clusters Score -9753800 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91377 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -9753802.000000 Penalty: 5832.376953
	Iteration 41Q: 3 clusters Score -9753802 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91608 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -9753839.000000 Penalty: 5832.376953
	Iteration 42Q: 3 clusters Score -9753839 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91794 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -9753896.000000 Penalty: 5832.376953
	Iteration 43Q: 3 clusters Score -9753896 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91974 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -9753936.000000 Penalty: 5832.376953
	Iteration 44Q: 3 clusters Score -9753936 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92134 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -9753925.000000 Penalty: 5832.376953
	Iteration 45Q: 3 clusters Score -9753925 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92294 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -9753938.000000 Penalty: 5832.376953
	Iteration 46Q: 3 clusters Score -9753938 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92443 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -9753937.000000 Penalty: 5832.376953
	Iteration 47Q: 3 clusters Score -9753937 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92588 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -9753958.000000 Penalty: 5832.376953
	Iteration 48Q: 3 clusters Score -9753958 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92714 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -9753995.000000 Penalty: 5832.376953
	Iteration 49Q: 3 clusters Score -9753995 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92830 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -9753982.000000 Penalty: 5832.376953
	Iteration 50Q: 3 clusters Score -9753982 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92938 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -9754006.000000 Penalty: 5832.376953
	Iteration 51Q: 3 clusters Score -9754006 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93044 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -9753999.000000 Penalty: 5832.376953
	Iteration 52Q: 3 clusters Score -9753999 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93149 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -9753982.000000 Penalty: 5832.376953
	Iteration 53Q: 3 clusters Score -9753982 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93247 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -9753978.000000 Penalty: 5832.376953
	Iteration 54Q: 3 clusters Score -9753978 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93353 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -9753975.000000 Penalty: 5832.376953
	Iteration 55Q: 3 clusters Score -9753975 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93450 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -9754000.000000 Penalty: 5832.376953
	Iteration 56Q: 3 clusters Score -9754000 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93537 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -9754001.000000 Penalty: 5832.376953
	Iteration 57Q: 3 clusters Score -9754001 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93622 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -9754000.000000 Penalty: 5832.376953
	Iteration 58Q: 3 clusters Score -9754000 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93700 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -9754025.000000 Penalty: 5832.376953
	Iteration 59Q: 3 clusters Score -9754025 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93773 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -9754026.000000 Penalty: 5832.376953
	Iteration 60F: 3 clusters Score -9754026 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93840 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -9754014.000000 Penalty: 5832.376953
	Iteration 61Q: 3 clusters Score -9754014 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93894 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -9754028.000000 Penalty: 5832.376953
	Iteration 62Q: 3 clusters Score -9754028 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93950 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -9754021.000000 Penalty: 5832.376953
	Iteration 63Q: 3 clusters Score -9754021 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93993 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -9754018.000000 Penalty: 5832.376953
	Iteration 64Q: 3 clusters Score -9754018 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94036 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -9754016.000000 Penalty: 5832.376953
	Iteration 65Q: 3 clusters Score -9754016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94076 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -9754026.000000 Penalty: 5832.376953
	Iteration 66Q: 3 clusters Score -9754026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94111 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -9754029.000000 Penalty: 5832.376953
	Iteration 67Q: 3 clusters Score -9754029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94140 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -9754034.000000 Penalty: 5832.376953
	Iteration 68Q: 3 clusters Score -9754034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94169 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -9754014.000000 Penalty: 5832.376953
	Iteration 69Q: 3 clusters Score -9754014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94205 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -9753993.000000 Penalty: 5832.376953
	Iteration 70Q: 3 clusters Score -9753993 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94238 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -9753984.000000 Penalty: 5832.376953
	Iteration 71Q: 3 clusters Score -9753984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94270 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -9753981.000000 Penalty: 5832.376953
	Iteration 72Q: 3 clusters Score -9753981 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94305 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -9753992.000000 Penalty: 5832.376953
	Iteration 73Q: 3 clusters Score -9753992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94339 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -9753983.000000 Penalty: 5832.376953
	Iteration 74Q: 3 clusters Score -9753983 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94374 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -9753995.000000 Penalty: 5832.376953
	Iteration 75Q: 3 clusters Score -9753995 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94409 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -9753988.000000 Penalty: 5832.376953
	Iteration 76Q: 3 clusters Score -9753988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94444 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -9753988.000000 Penalty: 5832.376953
	Iteration 77Q: 3 clusters Score -9753988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94475 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -9753989.000000 Penalty: 5832.376953
	Iteration 78Q: 3 clusters Score -9753989 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94507 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -9753981.000000 Penalty: 5832.376953
	Iteration 79Q: 3 clusters Score -9753981 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94542 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -9754003.000000 Penalty: 5832.376953
	Iteration 80F: 3 clusters Score -9754003 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94587 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -9754004.000000 Penalty: 5832.376953
	Iteration 81Q: 3 clusters Score -9754004 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94629 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -9754009.000000 Penalty: 5832.376953
	Iteration 82Q: 3 clusters Score -9754009 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94674 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -9754000.000000 Penalty: 5832.376953
	Iteration 83Q: 3 clusters Score -9754000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94719 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -9753992.000000 Penalty: 5832.376953
	Iteration 84Q: 3 clusters Score -9753992 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94763 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -9753997.000000 Penalty: 5832.376953
	Iteration 85Q: 3 clusters Score -9753997 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94807 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -9754018.000000 Penalty: 5832.376953
	Iteration 86Q: 3 clusters Score -9754018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94836 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -9754022.000000 Penalty: 5832.376953
	Iteration 87Q: 3 clusters Score -9754022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94870 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -9754003.000000 Penalty: 5832.376953
	Iteration 88Q: 3 clusters Score -9754003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94905 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -9753980.000000 Penalty: 5832.376953
	Iteration 89Q: 3 clusters Score -9753980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94936 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -9753985.000000 Penalty: 5832.376953
	Iteration 90Q: 3 clusters Score -9753985 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94971 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -9753989.000000 Penalty: 5832.376953
	Iteration 91Q: 3 clusters Score -9753989 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95006 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -9753988.000000 Penalty: 5832.376953
	Iteration 92Q: 3 clusters Score -9753988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95041 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -9753990.000000 Penalty: 5832.376953
	Iteration 93Q: 3 clusters Score -9753990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95072 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -9753982.000000 Penalty: 5832.376953
	Iteration 94Q: 3 clusters Score -9753982 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95099 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -9753985.000000 Penalty: 5832.376953
	Iteration 95Q: 3 clusters Score -9753985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95117 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -9753987.000000 Penalty: 5832.376953
	Iteration 96Q: 3 clusters Score -9753987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95133 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -9754006.000000 Penalty: 5832.376953
	Iteration 97Q: 3 clusters Score -9754006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95153 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -9754006.000000 Penalty: 5832.376953
	Iteration 98Q: 3 clusters Score -9754006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95168 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -9754025.000000 Penalty: 5832.376953
	Iteration 99Q: 3 clusters Score -9754025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95181 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -9754021.000000 Penalty: 5832.376953
	Iteration 100F: 3 clusters Score -9754021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95191 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -9754023.000000 Penalty: 5832.376953
	Iteration 101Q: 3 clusters Score -9754023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95206 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -9754029.000000 Penalty: 5832.376953
	Iteration 102Q: 3 clusters Score -9754029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95223 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -9754031.000000 Penalty: 5832.376953
	Iteration 103Q: 3 clusters Score -9754031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95245 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -9754033.000000 Penalty: 5832.376953
	Iteration 104Q: 3 clusters Score -9754033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95259 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -9754020.000000 Penalty: 5832.376953
	Iteration 105Q: 3 clusters Score -9754020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95264 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -9754020.000000 Penalty: 5832.376953
	Iteration 106Q: 3 clusters Score -9754020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95267 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -9754021.000000 Penalty: 5832.376953
	Iteration 107Q: 3 clusters Score -9754021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95277 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -9754019.000000 Penalty: 5832.376953
	Iteration 108Q: 3 clusters Score -9754019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95292 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -9754034.000000 Penalty: 5832.376953
	Iteration 109Q: 3 clusters Score -9754034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95300 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -9754033.000000 Penalty: 5832.376953
	Iteration 110Q: 3 clusters Score -9754033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95306 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -9754022.000000 Penalty: 5832.376953
	Iteration 111Q: 3 clusters Score -9754022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95317 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -9754032.000000 Penalty: 5832.376953
	Iteration 112Q: 3 clusters Score -9754032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95323 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -9754048.000000 Penalty: 5832.376953
	Iteration 113Q: 3 clusters Score -9754048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95326 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -9754040.000000 Penalty: 5832.376953
	Iteration 114Q: 3 clusters Score -9754040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95332 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -9754045.000000 Penalty: 5832.376953
	Iteration 115Q: 3 clusters Score -9754045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95335 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -9754042.000000 Penalty: 5832.376953
	Iteration 116Q: 3 clusters Score -9754042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95340 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -9754030.000000 Penalty: 5832.376953
	Iteration 117Q: 3 clusters Score -9754030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95343 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -9754033.000000 Penalty: 5832.376953
	Iteration 118Q: 3 clusters Score -9754033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95355 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -9754021.000000 Penalty: 5832.376953
	Iteration 119Q: 3 clusters Score -9754021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95357 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -9754016.000000 Penalty: 5832.376953
	Iteration 120F: 3 clusters Score -9754016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95361 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -9754019.000000 Penalty: 5832.376953
	Iteration 121Q: 3 clusters Score -9754019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95363 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -9754014.000000 Penalty: 5832.376953
	Iteration 122Q: 3 clusters Score -9754014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95363 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -9754014.000000 Penalty: 5832.376953
	Iteration 123F: 3 clusters Score -9754014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Entering Unmasked Estep 
Score: -959792.937500 Penalty: 2365.224365
	Iteration 0F: 2 clusters Score -959792.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -949677.500000 Penalty: 4730.448730
	Iteration 0F: 3 clusters Score -949677.5 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -952718.875000 Penalty: 4730.448730
	Iteration 1F: 3 clusters Score -952718.9 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -953147.750000 Penalty: 4730.448730
	Iteration 2F: 3 clusters Score -953147.8 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -953568.750000 Penalty: 4730.448730
	Iteration 3F: 3 clusters Score -953568.8 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -953914.437500 Penalty: 4730.448730
	Iteration 4F: 3 clusters Score -953914.4 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -954245.500000 Penalty: 4730.448730
	Iteration 5Q: 3 clusters Score -954245.5 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -954574.875000 Penalty: 4730.448730
	Iteration 6Q: 3 clusters Score -954574.9 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -954910.312500 Penalty: 4730.448730
	Iteration 7Q: 3 clusters Score -954910.3 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -955274.437500 Penalty: 4730.448730
	Iteration 8Q: 3 clusters Score -955274.4 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -955691.687500 Penalty: 4730.448730
	Iteration 9Q: 3 clusters Score -955691.7 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -956145.437500 Penalty: 4730.448730
	Iteration 10Q: 3 clusters Score -956145.4 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -956654.500000 Penalty: 4730.448730
	Iteration 11Q: 3 clusters Score -956654.5 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -957119.000000 Penalty: 4730.448730
	Iteration 12Q: 3 clusters Score -957119 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -957487.687500 Penalty: 4730.448730
	Iteration 13Q: 3 clusters Score -957487.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -957799.000000 Penalty: 4730.448730
	Iteration 14Q: 3 clusters Score -957799 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -957998.812500 Penalty: 4730.448730
	Iteration 15Q: 3 clusters Score -957998.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -958136.812500 Penalty: 4730.448730
	Iteration 16Q: 3 clusters Score -958136.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -958225.687500 Penalty: 4730.448730
	Iteration 17Q: 3 clusters Score -958225.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -958283.187500 Penalty: 4730.448730
	Iteration 18Q: 3 clusters Score -958283.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -958323.250000 Penalty: 4730.448730
	Iteration 19Q: 3 clusters Score -958323.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -958348.625000 Penalty: 4730.448730
	Iteration 20F: 3 clusters Score -958348.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -958366.812500 Penalty: 4730.448730
	Iteration 21Q: 3 clusters Score -958366.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -958382.375000 Penalty: 4730.448730
	Iteration 22Q: 3 clusters Score -958382.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -958392.750000 Penalty: 4730.448730
	Iteration 23Q: 3 clusters Score -958392.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -958397.062500 Penalty: 4730.448730
	Iteration 24Q: 3 clusters Score -958397.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -958401.312500 Penalty: 4730.448730
	Iteration 25Q: 3 clusters Score -958401.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -958408.562500 Penalty: 4730.448730
	Iteration 26Q: 3 clusters Score -958408.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -958409.437500 Penalty: 4730.448730
	Iteration 27Q: 3 clusters Score -958409.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -958409.375000 Penalty: 4730.448730
	Iteration 28Q: 3 clusters Score -958409.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -958412.125000 Penalty: 4730.448730
	Iteration 29Q: 3 clusters Score -958412.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -958412.125000 Penalty: 4730.448730
	Iteration 30F: 3 clusters Score -958412.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Entering Unmasked Estep 
Score: -2001133.750000 Penalty: 2532.794678
	Iteration 0F: 2 clusters Score -2001134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1982476.750000 Penalty: 5065.589355
	Iteration 0F: 3 clusters Score -1982477 nChanged 12155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1989493.750000 Penalty: 5065.589355
	Iteration 1F: 3 clusters Score -1989494 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1991084.750000 Penalty: 5065.589355
	Iteration 2F: 3 clusters Score -1991085 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1993994.750000 Penalty: 5065.589355
	Iteration 3F: 3 clusters Score -1993995 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1997149.000000 Penalty: 5065.589355
	Iteration 4F: 3 clusters Score -1997149 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1999231.250000 Penalty: 5065.589355
	Iteration 5F: 3 clusters Score -1999231 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2000189.250000 Penalty: 5065.589355
	Iteration 6F: 3 clusters Score -2000189 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2000612.375000 Penalty: 5065.589355
	Iteration 7Q: 3 clusters Score -2000612 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2000859.750000 Penalty: 5065.589355
	Iteration 8Q: 3 clusters Score -2000860 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2001023.625000 Penalty: 5065.589355
	Iteration 9Q: 3 clusters Score -2001024 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2001145.125000 Penalty: 5065.589355
	Iteration 10Q: 3 clusters Score -2001145 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2001247.375000 Penalty: 5065.589355
	Iteration 11Q: 3 clusters Score -2001247 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2001315.000000 Penalty: 5065.589355
	Iteration 12Q: 3 clusters Score -2001315 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2001395.500000 Penalty: 5065.589355
	Iteration 13Q: 3 clusters Score -2001396 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2001460.875000 Penalty: 5065.589355
	Iteration 14Q: 3 clusters Score -2001461 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2001520.000000 Penalty: 5065.589355
	Iteration 15Q: 3 clusters Score -2001520 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2001568.500000 Penalty: 5065.589355
	Iteration 16Q: 3 clusters Score -2001568 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2001626.500000 Penalty: 5065.589355
	Iteration 17Q: 3 clusters Score -2001626 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2001675.250000 Penalty: 5065.589355
	Iteration 18Q: 3 clusters Score -2001675 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2001722.000000 Penalty: 5065.589355
	Iteration 19Q: 3 clusters Score -2001722 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2001772.375000 Penalty: 5065.589355
	Iteration 20F: 3 clusters Score -2001772 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2001808.375000 Penalty: 5065.589355
	Iteration 21Q: 3 clusters Score -2001808 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2001846.250000 Penalty: 5065.589355
	Iteration 22Q: 3 clusters Score -2001846 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2001875.750000 Penalty: 5065.589355
	Iteration 23Q: 3 clusters Score -2001876 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2001911.250000 Penalty: 5065.589355
	Iteration 24Q: 3 clusters Score -2001911 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2001932.000000 Penalty: 5065.589355
	Iteration 25Q: 3 clusters Score -2001932 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2001956.625000 Penalty: 5065.589355
	Iteration 26Q: 3 clusters Score -2001957 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2001969.625000 Penalty: 5065.589355
	Iteration 27Q: 3 clusters Score -2001970 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2002000.500000 Penalty: 5065.589355
	Iteration 28Q: 3 clusters Score -2002000 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2002027.625000 Penalty: 5065.589355
	Iteration 29Q: 3 clusters Score -2002028 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2002046.125000 Penalty: 5065.589355
	Iteration 30Q: 3 clusters Score -2002046 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2002053.500000 Penalty: 5065.589355
	Iteration 31Q: 3 clusters Score -2002054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2002068.125000 Penalty: 5065.589355
	Iteration 32Q: 3 clusters Score -2002068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2002077.250000 Penalty: 5065.589355
	Iteration 33Q: 3 clusters Score -2002077 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2002086.125000 Penalty: 5065.589355
	Iteration 34Q: 3 clusters Score -2002086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2002090.375000 Penalty: 5065.589355
	Iteration 35Q: 3 clusters Score -2002090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2002090.000000 Penalty: 5065.589355
	Iteration 36Q: 3 clusters Score -2002090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2002096.500000 Penalty: 5065.589355
	Iteration 37Q: 3 clusters Score -2002096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2002094.750000 Penalty: 5065.589355
	Iteration 38Q: 3 clusters Score -2002095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2002099.500000 Penalty: 5065.589355
	Iteration 39Q: 3 clusters Score -2002100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2002097.875000 Penalty: 5065.589355
	Iteration 40F: 3 clusters Score -2002098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2002102.375000 Penalty: 5065.589355
	Iteration 41Q: 3 clusters Score -2002102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2002103.375000 Penalty: 5065.589355
	Iteration 42Q: 3 clusters Score -2002103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2002099.375000 Penalty: 5065.589355
	Iteration 43Q: 3 clusters Score -2002099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2002104.250000 Penalty: 5065.589355
	Iteration 44Q: 3 clusters Score -2002104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2002105.375000 Penalty: 5065.589355
	Iteration 45Q: 3 clusters Score -2002105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2002103.375000 Penalty: 5065.589355
	Iteration 46Q: 3 clusters Score -2002103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2002103.375000 Penalty: 5065.589355
	Iteration 47F: 3 clusters Score -2002103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 211452 members 
Mstep: Class 3 contains 85238 members 
Mstep: Class 4 contains 18599 members 
Mstep: Class 5 contains 201071 members 
Mstep: Class 6 contains 5514 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 1225 members 
Mstep: Class 9 contains 81804 members 
Mstep: Class 10 contains 385015 members 
Mstep: Class 11 contains 28832 members 
Mstep: Class 12 contains 2768 members 
Mstep: Class 13 contains 4758 members 
Mstep: Class 14 contains 8367 members 
Mstep: Class 15 contains 8368 members 
Mstep: Class 16 contains 127877 members 
Mstep: Class 17 contains 13866 members 
Mstep: Class 18 contains 25347 members 
Mstep: Class 19 contains 5597 members 
Mstep: Class 20 contains 10939 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 18624 members 
Mstep: Class 23 contains 12629 members 
Mstep: Class 24 contains 3343 members 
Mstep: Class 25 contains 15710 members 
Mstep: Class 26 contains 15005 members 
Mstep: Class 27 contains 15934 members 
Mstep: Class 28 contains 5437 members 
Mstep: Class 29 contains 34313 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 2441 members 
Mstep: Class 32 contains 6776 members 
Mstep: Class 33 contains 1911 members 
Mstep: Class 34 contains 14123 members 
Mstep: Class 35 contains 2605 members 
Mstep: Class 36 contains 8287 members 
Mstep: Class 37 contains 1905 members 
Entering Unmasked Estep 
Score: -102241960.000000 Penalty: 129962.984375
Splitting cluster 18 changes total score from -102232776.000000 to -102241960.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -382849.156250 Penalty: 2140.236572
	Iteration 0F: 2 clusters Score -382849.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -378004.312500 Penalty: 4280.473145
	Iteration 0F: 3 clusters Score -378004.3 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -379801.718750 Penalty: 4280.473145
	Iteration 1F: 3 clusters Score -379801.7 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -380548.843750 Penalty: 4280.473145
	Iteration 2F: 3 clusters Score -380548.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -381183.250000 Penalty: 4280.473145
	Iteration 3F: 3 clusters Score -381183.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -381831.687500 Penalty: 4280.473145
	Iteration 4F: 3 clusters Score -381831.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -382536.625000 Penalty: 4280.473145
	Iteration 5F: 3 clusters Score -382536.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -383407.062500 Penalty: 4280.473145
	Iteration 6F: 3 clusters Score -383407.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -384152.187500 Penalty: 4280.473145
	Iteration 7F: 3 clusters Score -384152.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -384822.281250 Penalty: 4280.473145
	Iteration 8F: 3 clusters Score -384822.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -385395.062500 Penalty: 4280.473145
	Iteration 9Q: 3 clusters Score -385395.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -385907.187500 Penalty: 4280.473145
	Iteration 10Q: 3 clusters Score -385907.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -386469.312500 Penalty: 4280.473145
	Iteration 11Q: 3 clusters Score -386469.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -386937.156250 Penalty: 4280.473145
	Iteration 12Q: 3 clusters Score -386937.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -387321.187500 Penalty: 4280.473145
	Iteration 13Q: 3 clusters Score -387321.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -387646.781250 Penalty: 4280.473145
	Iteration 14Q: 3 clusters Score -387646.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -388113.031250 Penalty: 4280.473145
	Iteration 15Q: 3 clusters Score -388113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -388445.968750 Penalty: 4280.473145
	Iteration 16Q: 3 clusters Score -388446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -388628.093750 Penalty: 4280.473145
	Iteration 17Q: 3 clusters Score -388628.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -388641.125000 Penalty: 4280.473145
	Iteration 18Q: 3 clusters Score -388641.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -388642.781250 Penalty: 4280.473145
	Iteration 19Q: 3 clusters Score -388642.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -388644.031250 Penalty: 4280.473145
	Iteration 20F: 3 clusters Score -388644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 211452 members 
Mstep: Class 3 contains 85238 members 
Mstep: Class 4 contains 18599 members 
Mstep: Class 5 contains 201071 members 
Mstep: Class 6 contains 5514 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 1225 members 
Mstep: Class 9 contains 81804 members 
Mstep: Class 10 contains 385015 members 
Mstep: Class 11 contains 28832 members 
Mstep: Class 12 contains 2768 members 
Mstep: Class 13 contains 4758 members 
Mstep: Class 14 contains 8367 members 
Mstep: Class 15 contains 8368 members 
Mstep: Class 16 contains 127877 members 
Mstep: Class 17 contains 13866 members 
Mstep: Class 18 contains 25347 members 
Mstep: Class 19 contains 2567 members 
Mstep: Class 20 contains 10939 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 18624 members 
Mstep: Class 23 contains 12629 members 
Mstep: Class 24 contains 3343 members 
Mstep: Class 25 contains 15710 members 
Mstep: Class 26 contains 15005 members 
Mstep: Class 27 contains 15934 members 
Mstep: Class 28 contains 5437 members 
Mstep: Class 29 contains 34313 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 2441 members 
Mstep: Class 32 contains 6776 members 
Mstep: Class 33 contains 1911 members 
Mstep: Class 34 contains 14123 members 
Mstep: Class 35 contains 2605 members 
Mstep: Class 36 contains 8287 members 
Mstep: Class 37 contains 1905 members 
Mstep: Class 38 contains 3030 members 
Entering Unmasked Estep 
Score: -102246848.000000 Penalty: 133475.500000
Splitting cluster 19 changes total score from -102232776.000000 to -102246848.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 20 (10939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Entering Unmasked Estep 
Score: -837005.562500 Penalty: 2306.422363
	Iteration 0F: 2 clusters Score -837005.6 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 5455 members 
Entering Unmasked Estep 
Score: -828791.750000 Penalty: 4612.844727
	Iteration 0F: 3 clusters Score -828791.8 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -831180.500000 Penalty: 4612.844727
	Iteration 1F: 3 clusters Score -831180.5 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -831453.875000 Penalty: 4612.844727
	Iteration 2F: 3 clusters Score -831453.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -831643.125000 Penalty: 4612.844727
	Iteration 3Q: 3 clusters Score -831643.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -831771.625000 Penalty: 4612.844727
	Iteration 4Q: 3 clusters Score -831771.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -831870.437500 Penalty: 4612.844727
	Iteration 5Q: 3 clusters Score -831870.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -831961.625000 Penalty: 4612.844727
	Iteration 6Q: 3 clusters Score -831961.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -832034.562500 Penalty: 4612.844727
	Iteration 7Q: 3 clusters Score -832034.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -832134.437500 Penalty: 4612.844727
	Iteration 8Q: 3 clusters Score -832134.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -832245.687500 Penalty: 4612.844727
	Iteration 9Q: 3 clusters Score -832245.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -832370.437500 Penalty: 4612.844727
	Iteration 10Q: 3 clusters Score -832370.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -832524.062500 Penalty: 4612.844727
	Iteration 11Q: 3 clusters Score -832524.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -832720.375000 Penalty: 4612.844727
	Iteration 12Q: 3 clusters Score -832720.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -832943.125000 Penalty: 4612.844727
	Iteration 13Q: 3 clusters Score -832943.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -833219.437500 Penalty: 4612.844727
	Iteration 14Q: 3 clusters Score -833219.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -833531.687500 Penalty: 4612.844727
	Iteration 15Q: 3 clusters Score -833531.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -833830.000000 Penalty: 4612.844727
	Iteration 16Q: 3 clusters Score -833830 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -834116.750000 Penalty: 4612.844727
	Iteration 17Q: 3 clusters Score -834116.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -834379.187500 Penalty: 4612.844727
	Iteration 18Q: 3 clusters Score -834379.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -834572.812500 Penalty: 4612.844727
	Iteration 19Q: 3 clusters Score -834572.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -834698.375000 Penalty: 4612.844727
	Iteration 20F: 3 clusters Score -834698.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -834777.250000 Penalty: 4612.844727
	Iteration 21Q: 3 clusters Score -834777.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -834829.750000 Penalty: 4612.844727
	Iteration 22Q: 3 clusters Score -834829.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -834874.750000 Penalty: 4612.844727
	Iteration 23Q: 3 clusters Score -834874.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -834903.250000 Penalty: 4612.844727
	Iteration 24Q: 3 clusters Score -834903.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -834928.500000 Penalty: 4612.844727
	Iteration 25Q: 3 clusters Score -834928.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -834952.500000 Penalty: 4612.844727
	Iteration 26Q: 3 clusters Score -834952.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -834975.750000 Penalty: 4612.844727
	Iteration 27Q: 3 clusters Score -834975.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -834994.250000 Penalty: 4612.844727
	Iteration 28Q: 3 clusters Score -834994.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -835002.812500 Penalty: 4612.844727
	Iteration 29Q: 3 clusters Score -835002.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -835008.125000 Penalty: 4612.844727
	Iteration 30Q: 3 clusters Score -835008.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -835011.187500 Penalty: 4612.844727
	Iteration 31Q: 3 clusters Score -835011.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -835011.187500 Penalty: 4612.844727
	Iteration 32F: 3 clusters Score -835011.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Entering Unmasked Estep 
Score: -115644.585938 Penalty: 1845.156372
	Iteration 0F: 2 clusters Score -115644.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -113216.992188 Penalty: 3690.312744
	Iteration 0F: 3 clusters Score -113217 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -113608.328125 Penalty: 3690.312744
	Iteration 1F: 3 clusters Score -113608.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -113699.992188 Penalty: 3690.312744
	Iteration 2F: 3 clusters Score -113700 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -113769.718750 Penalty: 3690.312744
	Iteration 3Q: 3 clusters Score -113769.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -113815.539062 Penalty: 3690.312744
	Iteration 4Q: 3 clusters Score -113815.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -113837.187500 Penalty: 3690.312744
	Iteration 5Q: 3 clusters Score -113837.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -113851.531250 Penalty: 3690.312744
	Iteration 6Q: 3 clusters Score -113851.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -113862.515625 Penalty: 3690.312744
	Iteration 7Q: 3 clusters Score -113862.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -113875.539062 Penalty: 3690.312744
	Iteration 8Q: 3 clusters Score -113875.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -113886.484375 Penalty: 3690.312744
	Iteration 9Q: 3 clusters Score -113886.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -113900.171875 Penalty: 3690.312744
	Iteration 10Q: 3 clusters Score -113900.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -113912.140625 Penalty: 3690.312744
	Iteration 11Q: 3 clusters Score -113912.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -113925.921875 Penalty: 3690.312744
	Iteration 12Q: 3 clusters Score -113925.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -113941.156250 Penalty: 3690.312744
	Iteration 13Q: 3 clusters Score -113941.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -113955.335938 Penalty: 3690.312744
	Iteration 14Q: 3 clusters Score -113955.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -113965.046875 Penalty: 3690.312744
	Iteration 15Q: 3 clusters Score -113965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -113977.351562 Penalty: 3690.312744
	Iteration 16Q: 3 clusters Score -113977.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -113998.781250 Penalty: 3690.312744
	Iteration 17Q: 3 clusters Score -113998.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -114032.117188 Penalty: 3690.312744
	Iteration 18Q: 3 clusters Score -114032.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -114075.140625 Penalty: 3690.312744
	Iteration 19Q: 3 clusters Score -114075.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -114133.171875 Penalty: 3690.312744
	Iteration 20F: 3 clusters Score -114133.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -114201.523438 Penalty: 3690.312744
	Iteration 21Q: 3 clusters Score -114201.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -114267.304688 Penalty: 3690.312744
	Iteration 22Q: 3 clusters Score -114267.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -114340.148438 Penalty: 3690.312744
	Iteration 23Q: 3 clusters Score -114340.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -114404.171875 Penalty: 3690.312744
	Iteration 24Q: 3 clusters Score -114404.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -114435.406250 Penalty: 3690.312744
	Iteration 25Q: 3 clusters Score -114435.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -114466.687500 Penalty: 3690.312744
	Iteration 26Q: 3 clusters Score -114466.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -114489.859375 Penalty: 3690.312744
	Iteration 27Q: 3 clusters Score -114489.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -114496.234375 Penalty: 3690.312744
	Iteration 28Q: 3 clusters Score -114496.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -114501.390625 Penalty: 3690.312744
	Iteration 29Q: 3 clusters Score -114501.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -114503.718750 Penalty: 3690.312744
	Iteration 30Q: 3 clusters Score -114503.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -114508.585938 Penalty: 3690.312744
	Iteration 31Q: 3 clusters Score -114508.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -114510.195312 Penalty: 3690.312744
	Iteration 32Q: 3 clusters Score -114510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -114511.023438 Penalty: 3690.312744
	Iteration 33Q: 3 clusters Score -114511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -114511.023438 Penalty: 3690.312744
	Iteration 34F: 3 clusters Score -114511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Entering Unmasked Estep 
Score: -1390401.250000 Penalty: 2438.387207
	Iteration 0F: 2 clusters Score -1390401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1377339.625000 Penalty: 4876.774414
	Iteration 0F: 3 clusters Score -1377340 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1381842.875000 Penalty: 4876.774414
	Iteration 1F: 3 clusters Score -1381843 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1382609.875000 Penalty: 4876.774414
	Iteration 2F: 3 clusters Score -1382610 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1383655.500000 Penalty: 4876.774414
	Iteration 3F: 3 clusters Score -1383656 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1384749.000000 Penalty: 4876.774414
	Iteration 4F: 3 clusters Score -1384749 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1385678.875000 Penalty: 4876.774414
	Iteration 5F: 3 clusters Score -1385679 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1386491.250000 Penalty: 4876.774414
	Iteration 6F: 3 clusters Score -1386491 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1387285.500000 Penalty: 4876.774414
	Iteration 7F: 3 clusters Score -1387286 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1388019.875000 Penalty: 4876.774414
	Iteration 8Q: 3 clusters Score -1388020 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1388725.875000 Penalty: 4876.774414
	Iteration 9Q: 3 clusters Score -1388726 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1389508.125000 Penalty: 4876.774414
	Iteration 10Q: 3 clusters Score -1389508 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1390281.375000 Penalty: 4876.774414
	Iteration 11Q: 3 clusters Score -1390281 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1390721.875000 Penalty: 4876.774414
	Iteration 12Q: 3 clusters Score -1390722 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1390939.000000 Penalty: 4876.774414
	Iteration 13Q: 3 clusters Score -1390939 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1391043.875000 Penalty: 4876.774414
	Iteration 14Q: 3 clusters Score -1391044 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1391099.375000 Penalty: 4876.774414
	Iteration 15Q: 3 clusters Score -1391099 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1391135.250000 Penalty: 4876.774414
	Iteration 16Q: 3 clusters Score -1391135 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1391163.125000 Penalty: 4876.774414
	Iteration 17Q: 3 clusters Score -1391163 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1391187.875000 Penalty: 4876.774414
	Iteration 18Q: 3 clusters Score -1391188 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1391199.000000 Penalty: 4876.774414
	Iteration 19Q: 3 clusters Score -1391199 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1391212.625000 Penalty: 4876.774414
	Iteration 20F: 3 clusters Score -1391213 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1391217.250000 Penalty: 4876.774414
	Iteration 21Q: 3 clusters Score -1391217 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1391220.125000 Penalty: 4876.774414
	Iteration 22Q: 3 clusters Score -1391220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1391222.625000 Penalty: 4876.774414
	Iteration 23Q: 3 clusters Score -1391223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1391224.875000 Penalty: 4876.774414
	Iteration 24Q: 3 clusters Score -1391225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1391229.375000 Penalty: 4876.774414
	Iteration 25Q: 3 clusters Score -1391229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1391224.875000 Penalty: 4876.774414
	Iteration 26Q: 3 clusters Score -1391225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1391231.875000 Penalty: 4876.774414
	Iteration 27Q: 3 clusters Score -1391232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -1391234.875000 Penalty: 4876.774414
	Iteration 28Q: 3 clusters Score -1391235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1391235.625000 Penalty: 4876.774414
	Iteration 29Q: 3 clusters Score -1391236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1391236.625000 Penalty: 4876.774414
	Iteration 30Q: 3 clusters Score -1391237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1391238.750000 Penalty: 4876.774414
	Iteration 31Q: 3 clusters Score -1391239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1391240.875000 Penalty: 4876.774414
	Iteration 32Q: 3 clusters Score -1391241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1391237.875000 Penalty: 4876.774414
	Iteration 33Q: 3 clusters Score -1391238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1391240.000000 Penalty: 4876.774414
	Iteration 34Q: 3 clusters Score -1391240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1391241.125000 Penalty: 4876.774414
	Iteration 35Q: 3 clusters Score -1391241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1391241.750000 Penalty: 4876.774414
	Iteration 36Q: 3 clusters Score -1391242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1391243.125000 Penalty: 4876.774414
	Iteration 37Q: 3 clusters Score -1391243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1391242.250000 Penalty: 4876.774414
	Iteration 38Q: 3 clusters Score -1391242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1391245.000000 Penalty: 4876.774414
	Iteration 39Q: 3 clusters Score -1391245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1391243.250000 Penalty: 4876.774414
	Iteration 40F: 3 clusters Score -1391243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 211452 members 
Mstep: Class 3 contains 85238 members 
Mstep: Class 4 contains 18599 members 
Mstep: Class 5 contains 201071 members 
Mstep: Class 6 contains 5514 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 1225 members 
Mstep: Class 9 contains 81804 members 
Mstep: Class 10 contains 385015 members 
Mstep: Class 11 contains 28832 members 
Mstep: Class 12 contains 2768 members 
Mstep: Class 13 contains 4758 members 
Mstep: Class 14 contains 8367 members 
Mstep: Class 15 contains 8368 members 
Mstep: Class 16 contains 127877 members 
Mstep: Class 17 contains 13866 members 
Mstep: Class 18 contains 25347 members 
Mstep: Class 19 contains 2567 members 
Mstep: Class 20 contains 10939 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 3674 members 
Mstep: Class 23 contains 12629 members 
Mstep: Class 24 contains 3343 members 
Mstep: Class 25 contains 15710 members 
Mstep: Class 26 contains 15005 members 
Mstep: Class 27 contains 15934 members 
Mstep: Class 28 contains 5437 members 
Mstep: Class 29 contains 34313 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 2441 members 
Mstep: Class 32 contains 6776 members 
Mstep: Class 33 contains 1911 members 
Mstep: Class 34 contains 14123 members 
Mstep: Class 35 contains 2605 members 
Mstep: Class 36 contains 8287 members 
Mstep: Class 37 contains 1905 members 
Mstep: Class 38 contains 3030 members 
Mstep: Class 39 contains 14950 members 
Entering Unmasked Estep 
Score: -102246208.000000 Penalty: 136988.015625
Splitting cluster 22 changes total score from -102232776.000000 to -102246208.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 23 (12629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Entering Unmasked Estep 
Score: -918372.062500 Penalty: 2342.050293
	Iteration 0F: 2 clusters Score -918372.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -909066.687500 Penalty: 4684.100586
	Iteration 0F: 3 clusters Score -909066.7 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -911990.687500 Penalty: 4684.100586
	Iteration 1F: 3 clusters Score -911990.7 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -912377.187500 Penalty: 4684.100586
	Iteration 2F: 3 clusters Score -912377.2 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -912723.000000 Penalty: 4684.100586
	Iteration 3F: 3 clusters Score -912723 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -913076.625000 Penalty: 4684.100586
	Iteration 4F: 3 clusters Score -913076.6 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -913533.375000 Penalty: 4684.100586
	Iteration 5F: 3 clusters Score -913533.4 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -914095.062500 Penalty: 4684.100586
	Iteration 6F: 3 clusters Score -914095.1 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -914782.000000 Penalty: 4684.100586
	Iteration 7F: 3 clusters Score -914782 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -915465.875000 Penalty: 4684.100586
	Iteration 8F: 3 clusters Score -915465.9 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -916109.750000 Penalty: 4684.100586
	Iteration 9F: 3 clusters Score -916109.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -916684.312500 Penalty: 4684.100586
	Iteration 10F: 3 clusters Score -916684.3 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -917144.062500 Penalty: 4684.100586
	Iteration 11Q: 3 clusters Score -917144.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -917494.000000 Penalty: 4684.100586
	Iteration 12Q: 3 clusters Score -917494 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -917746.937500 Penalty: 4684.100586
	Iteration 13Q: 3 clusters Score -917746.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -917990.125000 Penalty: 4684.100586
	Iteration 14Q: 3 clusters Score -917990.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -918252.062500 Penalty: 4684.100586
	Iteration 15Q: 3 clusters Score -918252.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -918492.437500 Penalty: 4684.100586
	Iteration 16Q: 3 clusters Score -918492.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -918715.500000 Penalty: 4684.100586
	Iteration 17Q: 3 clusters Score -918715.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -918936.937500 Penalty: 4684.100586
	Iteration 18Q: 3 clusters Score -918936.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -919180.500000 Penalty: 4684.100586
	Iteration 19Q: 3 clusters Score -919180.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -919358.750000 Penalty: 4684.100586
	Iteration 20F: 3 clusters Score -919358.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -919506.750000 Penalty: 4684.100586
	Iteration 21Q: 3 clusters Score -919506.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -919600.062500 Penalty: 4684.100586
	Iteration 22Q: 3 clusters Score -919600.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -919656.062500 Penalty: 4684.100586
	Iteration 23Q: 3 clusters Score -919656.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -919687.750000 Penalty: 4684.100586
	Iteration 24Q: 3 clusters Score -919687.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -919704.250000 Penalty: 4684.100586
	Iteration 25Q: 3 clusters Score -919704.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -919713.625000 Penalty: 4684.100586
	Iteration 26Q: 3 clusters Score -919713.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -919720.812500 Penalty: 4684.100586
	Iteration 27Q: 3 clusters Score -919720.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -919725.500000 Penalty: 4684.100586
	Iteration 28Q: 3 clusters Score -919725.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -919727.750000 Penalty: 4684.100586
	Iteration 29Q: 3 clusters Score -919727.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -919731.062500 Penalty: 4684.100586
	Iteration 30Q: 3 clusters Score -919731.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -919732.375000 Penalty: 4684.100586
	Iteration 31Q: 3 clusters Score -919732.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -919732.187500 Penalty: 4684.100586
	Iteration 32Q: 3 clusters Score -919732.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -919732.250000 Penalty: 4684.100586
	Iteration 33Q: 3 clusters Score -919732.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -919732.250000 Penalty: 4684.100586
	Iteration 34F: 3 clusters Score -919732.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 211452 members 
Mstep: Class 3 contains 85238 members 
Mstep: Class 4 contains 18599 members 
Mstep: Class 5 contains 201071 members 
Mstep: Class 6 contains 5514 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 1225 members 
Mstep: Class 9 contains 81804 members 
Mstep: Class 10 contains 385015 members 
Mstep: Class 11 contains 28832 members 
Mstep: Class 12 contains 2768 members 
Mstep: Class 13 contains 4758 members 
Mstep: Class 14 contains 8367 members 
Mstep: Class 15 contains 8368 members 
Mstep: Class 16 contains 127877 members 
Mstep: Class 17 contains 13866 members 
Mstep: Class 18 contains 25347 members 
Mstep: Class 19 contains 2567 members 
Mstep: Class 20 contains 10939 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 3674 members 
Mstep: Class 23 contains 8518 members 
Mstep: Class 24 contains 3343 members 
Mstep: Class 25 contains 15710 members 
Mstep: Class 26 contains 15005 members 
Mstep: Class 27 contains 15934 members 
Mstep: Class 28 contains 5437 members 
Mstep: Class 29 contains 34313 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 2441 members 
Mstep: Class 32 contains 6776 members 
Mstep: Class 33 contains 1911 members 
Mstep: Class 34 contains 14123 members 
Mstep: Class 35 contains 2605 members 
Mstep: Class 36 contains 8287 members 
Mstep: Class 37 contains 1905 members 
Mstep: Class 38 contains 3030 members 
Mstep: Class 39 contains 14950 members 
Mstep: Class 40 contains 4111 members 
Entering Unmasked Estep 
Score: -102246320.000000 Penalty: 140500.531250
Splitting cluster 23 changes total score from -102232776.000000 to -102246320.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 24 (3343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Entering Unmasked Estep 
Score: -217492.515625 Penalty: 2012.426758
	Iteration 0F: 2 clusters Score -217492.5 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 1721 members 
Entering Unmasked Estep 
Score: -214256.828125 Penalty: 4024.853516
	Iteration 0F: 3 clusters Score -214256.8 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -216034.156250 Penalty: 4024.853516
	Iteration 1F: 3 clusters Score -216034.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -216922.468750 Penalty: 4024.853516
	Iteration 2F: 3 clusters Score -216922.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -218521.718750 Penalty: 4024.853516
	Iteration 3F: 3 clusters Score -218521.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -221689.343750 Penalty: 4024.853516
	Iteration 4F: 3 clusters Score -221689.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -222080.437500 Penalty: 4024.853516
	Iteration 5F: 3 clusters Score -222080.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -222190.281250 Penalty: 4024.853516
	Iteration 6Q: 3 clusters Score -222190.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -222228.828125 Penalty: 4024.853516
	Iteration 7Q: 3 clusters Score -222228.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -222236.312500 Penalty: 4024.853516
	Iteration 8Q: 3 clusters Score -222236.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -222237.500000 Penalty: 4024.853516
	Iteration 9Q: 3 clusters Score -222237.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -222237.500000 Penalty: 4024.853516
	Iteration 10F: 3 clusters Score -222237.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 211452 members 
Mstep: Class 3 contains 85238 members 
Mstep: Class 4 contains 18599 members 
Mstep: Class 5 contains 201071 members 
Mstep: Class 6 contains 5514 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 1225 members 
Mstep: Class 9 contains 81804 members 
Mstep: Class 10 contains 385015 members 
Mstep: Class 11 contains 28832 members 
Mstep: Class 12 contains 2768 members 
Mstep: Class 13 contains 4758 members 
Mstep: Class 14 contains 8367 members 
Mstep: Class 15 contains 8368 members 
Mstep: Class 16 contains 127877 members 
Mstep: Class 17 contains 13866 members 
Mstep: Class 18 contains 25347 members 
Mstep: Class 19 contains 2567 members 
Mstep: Class 20 contains 10939 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 3674 members 
Mstep: Class 23 contains 8518 members 
Mstep: Class 24 contains 892 members 
Mstep: Class 25 contains 15710 members 
Mstep: Class 26 contains 15005 members 
Mstep: Class 27 contains 15934 members 
Mstep: Class 28 contains 5437 members 
Mstep: Class 29 contains 34313 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 2441 members 
Mstep: Class 32 contains 6776 members 
Mstep: Class 33 contains 1911 members 
Mstep: Class 34 contains 14123 members 
Mstep: Class 35 contains 2605 members 
Mstep: Class 36 contains 8287 members 
Mstep: Class 37 contains 1905 members 
Mstep: Class 38 contains 3030 members 
Mstep: Class 39 contains 14950 members 
Mstep: Class 40 contains 4111 members 
Mstep: Class 41 contains 2451 members 
Entering Unmasked Estep 
Score: -102249784.000000 Penalty: 144013.046875
Splitting cluster 24 changes total score from -102232776.000000 to -102249784.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 25 (15710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Entering Unmasked Estep 
Score: -1152656.625000 Penalty: 2396.189209
	Iteration 0F: 2 clusters Score -1152657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1141449.750000 Penalty: 4792.378418
	Iteration 0F: 3 clusters Score -1141450 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1145086.125000 Penalty: 4792.378418
	Iteration 1F: 3 clusters Score -1145086 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1145447.375000 Penalty: 4792.378418
	Iteration 2F: 3 clusters Score -1145447 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1145727.125000 Penalty: 4792.378418
	Iteration 3Q: 3 clusters Score -1145727 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1145968.750000 Penalty: 4792.378418
	Iteration 4Q: 3 clusters Score -1145969 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1146220.625000 Penalty: 4792.378418
	Iteration 5Q: 3 clusters Score -1146221 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1146501.625000 Penalty: 4792.378418
	Iteration 6Q: 3 clusters Score -1146502 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1146861.750000 Penalty: 4792.378418
	Iteration 7Q: 3 clusters Score -1146862 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1147300.125000 Penalty: 4792.378418
	Iteration 8Q: 3 clusters Score -1147300 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1147833.500000 Penalty: 4792.378418
	Iteration 9F: 3 clusters Score -1147834 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1148428.625000 Penalty: 4792.378418
	Iteration 10F: 3 clusters Score -1148429 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1149016.250000 Penalty: 4792.378418
	Iteration 11F: 3 clusters Score -1149016 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1149528.375000 Penalty: 4792.378418
	Iteration 12Q: 3 clusters Score -1149528 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1149910.000000 Penalty: 4792.378418
	Iteration 13Q: 3 clusters Score -1149910 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1150190.875000 Penalty: 4792.378418
	Iteration 14Q: 3 clusters Score -1150191 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1150385.000000 Penalty: 4792.378418
	Iteration 15Q: 3 clusters Score -1150385 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1150533.750000 Penalty: 4792.378418
	Iteration 16Q: 3 clusters Score -1150534 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1150627.750000 Penalty: 4792.378418
	Iteration 17Q: 3 clusters Score -1150628 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1150686.875000 Penalty: 4792.378418
	Iteration 18Q: 3 clusters Score -1150687 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1150720.125000 Penalty: 4792.378418
	Iteration 19Q: 3 clusters Score -1150720 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1150740.750000 Penalty: 4792.378418
	Iteration 20F: 3 clusters Score -1150741 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1150760.375000 Penalty: 4792.378418
	Iteration 21Q: 3 clusters Score -1150760 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1150782.500000 Penalty: 4792.378418
	Iteration 22Q: 3 clusters Score -1150782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1150792.125000 Penalty: 4792.378418
	Iteration 23Q: 3 clusters Score -1150792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1150804.375000 Penalty: 4792.378418
	Iteration 24Q: 3 clusters Score -1150804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1150805.375000 Penalty: 4792.378418
	Iteration 25Q: 3 clusters Score -1150805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1150810.875000 Penalty: 4792.378418
	Iteration 26Q: 3 clusters Score -1150811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1150815.375000 Penalty: 4792.378418
	Iteration 27Q: 3 clusters Score -1150815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1150815.250000 Penalty: 4792.378418
	Iteration 28Q: 3 clusters Score -1150815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1150817.125000 Penalty: 4792.378418
	Iteration 29Q: 3 clusters Score -1150817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1150819.250000 Penalty: 4792.378418
	Iteration 30Q: 3 clusters Score -1150819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1150815.375000 Penalty: 4792.378418
	Iteration 31Q: 3 clusters Score -1150815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1150816.125000 Penalty: 4792.378418
	Iteration 32Q: 3 clusters Score -1150816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1150816.750000 Penalty: 4792.378418
	Iteration 33Q: 3 clusters Score -1150817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -1150818.500000 Penalty: 4792.378418
	Iteration 34Q: 3 clusters Score -1150818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1150820.250000 Penalty: 4792.378418
	Iteration 35Q: 3 clusters Score -1150820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1150819.125000 Penalty: 4792.378418
	Iteration 36Q: 3 clusters Score -1150819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1150821.875000 Penalty: 4792.378418
	Iteration 37Q: 3 clusters Score -1150822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1150821.125000 Penalty: 4792.378418
	Iteration 38Q: 3 clusters Score -1150821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -1150821.500000 Penalty: 4792.378418
	Iteration 39Q: 3 clusters Score -1150822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1150823.625000 Penalty: 4792.378418
	Iteration 40F: 3 clusters Score -1150824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -1150821.625000 Penalty: 4792.378418
	Iteration 41Q: 3 clusters Score -1150822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1150821.625000 Penalty: 4792.378418
	Iteration 42Q: 3 clusters Score -1150822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1150821.625000 Penalty: 4792.378418
	Iteration 43F: 3 clusters Score -1150822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Entering Unmasked Estep 
Score: -1108883.375000 Penalty: 2384.802246
	Iteration 0F: 2 clusters Score -1108883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1097990.500000 Penalty: 4769.604492
	Iteration 0F: 3 clusters Score -1097990 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1101405.250000 Penalty: 4769.604492
	Iteration 1F: 3 clusters Score -1101405 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1101843.125000 Penalty: 4769.604492
	Iteration 2F: 3 clusters Score -1101843 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1102228.500000 Penalty: 4769.604492
	Iteration 3F: 3 clusters Score -1102228 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1102688.625000 Penalty: 4769.604492
	Iteration 4F: 3 clusters Score -1102689 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1103252.125000 Penalty: 4769.604492
	Iteration 5F: 3 clusters Score -1103252 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1104069.000000 Penalty: 4769.604492
	Iteration 6F: 3 clusters Score -1104069 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1104980.500000 Penalty: 4769.604492
	Iteration 7F: 3 clusters Score -1104980 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1105618.375000 Penalty: 4769.604492
	Iteration 8F: 3 clusters Score -1105618 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1106050.500000 Penalty: 4769.604492
	Iteration 9Q: 3 clusters Score -1106050 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1106379.125000 Penalty: 4769.604492
	Iteration 10Q: 3 clusters Score -1106379 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1106694.000000 Penalty: 4769.604492
	Iteration 11Q: 3 clusters Score -1106694 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1106967.625000 Penalty: 4769.604492
	Iteration 12Q: 3 clusters Score -1106968 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1107220.250000 Penalty: 4769.604492
	Iteration 13Q: 3 clusters Score -1107220 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1107498.875000 Penalty: 4769.604492
	Iteration 14Q: 3 clusters Score -1107499 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1107837.250000 Penalty: 4769.604492
	Iteration 15Q: 3 clusters Score -1107837 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1108292.125000 Penalty: 4769.604492
	Iteration 16Q: 3 clusters Score -1108292 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1108805.750000 Penalty: 4769.604492
	Iteration 17Q: 3 clusters Score -1108806 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1109184.250000 Penalty: 4769.604492
	Iteration 18Q: 3 clusters Score -1109184 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1109436.625000 Penalty: 4769.604492
	Iteration 19Q: 3 clusters Score -1109437 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1109655.625000 Penalty: 4769.604492
	Iteration 20F: 3 clusters Score -1109656 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1109817.125000 Penalty: 4769.604492
	Iteration 21Q: 3 clusters Score -1109817 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1109892.375000 Penalty: 4769.604492
	Iteration 22Q: 3 clusters Score -1109892 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1109945.250000 Penalty: 4769.604492
	Iteration 23Q: 3 clusters Score -1109945 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1110001.625000 Penalty: 4769.604492
	Iteration 24Q: 3 clusters Score -1110002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1110027.750000 Penalty: 4769.604492
	Iteration 25Q: 3 clusters Score -1110028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1110040.750000 Penalty: 4769.604492
	Iteration 26Q: 3 clusters Score -1110041 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1110048.000000 Penalty: 4769.604492
	Iteration 27Q: 3 clusters Score -1110048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1110052.500000 Penalty: 4769.604492
	Iteration 28Q: 3 clusters Score -1110052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1110051.625000 Penalty: 4769.604492
	Iteration 29Q: 3 clusters Score -1110052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1110051.125000 Penalty: 4769.604492
	Iteration 30Q: 3 clusters Score -1110051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1110051.125000 Penalty: 4769.604492
	Iteration 31F: 3 clusters Score -1110051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 211452 members 
Mstep: Class 3 contains 85238 members 
Mstep: Class 4 contains 18599 members 
Mstep: Class 5 contains 201071 members 
Mstep: Class 6 contains 5514 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 1225 members 
Mstep: Class 9 contains 81804 members 
Mstep: Class 10 contains 385015 members 
Mstep: Class 11 contains 28832 members 
Mstep: Class 12 contains 2768 members 
Mstep: Class 13 contains 4758 members 
Mstep: Class 14 contains 8367 members 
Mstep: Class 15 contains 8368 members 
Mstep: Class 16 contains 127877 members 
Mstep: Class 17 contains 13866 members 
Mstep: Class 18 contains 25347 members 
Mstep: Class 19 contains 2567 members 
Mstep: Class 20 contains 10939 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 3674 members 
Mstep: Class 23 contains 8518 members 
Mstep: Class 24 contains 892 members 
Mstep: Class 25 contains 15710 members 
Mstep: Class 26 contains 13075 members 
Mstep: Class 27 contains 15934 members 
Mstep: Class 28 contains 5437 members 
Mstep: Class 29 contains 34313 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 2441 members 
Mstep: Class 32 contains 6776 members 
Mstep: Class 33 contains 1911 members 
Mstep: Class 34 contains 14123 members 
Mstep: Class 35 contains 2605 members 
Mstep: Class 36 contains 8287 members 
Mstep: Class 37 contains 1905 members 
Mstep: Class 38 contains 3030 members 
Mstep: Class 39 contains 14950 members 
Mstep: Class 40 contains 4111 members 
Mstep: Class 41 contains 2451 members 
Mstep: Class 42 contains 1930 members 
Entering Unmasked Estep 
Score: -102249976.000000 Penalty: 147525.546875
Splitting cluster 26 changes total score from -102232776.000000 to -102249976.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 27 (15934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Entering Unmasked Estep 
Score: -1185934.375000 Penalty: 2399.700195
	Iteration 0F: 2 clusters Score -1185934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1174574.625000 Penalty: 4799.400391
	Iteration 0F: 3 clusters Score -1174575 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1178801.750000 Penalty: 4799.400391
	Iteration 1F: 3 clusters Score -1178802 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1179953.875000 Penalty: 4799.400391
	Iteration 2F: 3 clusters Score -1179954 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1180927.000000 Penalty: 4799.400391
	Iteration 3F: 3 clusters Score -1180927 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1181629.500000 Penalty: 4799.400391
	Iteration 4F: 3 clusters Score -1181630 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1182225.875000 Penalty: 4799.400391
	Iteration 5F: 3 clusters Score -1182226 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1182720.500000 Penalty: 4799.400391
	Iteration 6F: 3 clusters Score -1182720 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1183134.875000 Penalty: 4799.400391
	Iteration 7Q: 3 clusters Score -1183135 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1183556.625000 Penalty: 4799.400391
	Iteration 8Q: 3 clusters Score -1183557 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1183991.125000 Penalty: 4799.400391
	Iteration 9Q: 3 clusters Score -1183991 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1184453.625000 Penalty: 4799.400391
	Iteration 10Q: 3 clusters Score -1184454 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1184851.875000 Penalty: 4799.400391
	Iteration 11Q: 3 clusters Score -1184852 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1185086.625000 Penalty: 4799.400391
	Iteration 12Q: 3 clusters Score -1185087 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1185215.625000 Penalty: 4799.400391
	Iteration 13Q: 3 clusters Score -1185216 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1185280.250000 Penalty: 4799.400391
	Iteration 14Q: 3 clusters Score -1185280 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1185315.625000 Penalty: 4799.400391
	Iteration 15Q: 3 clusters Score -1185316 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1185333.750000 Penalty: 4799.400391
	Iteration 16Q: 3 clusters Score -1185334 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1185351.000000 Penalty: 4799.400391
	Iteration 17Q: 3 clusters Score -1185351 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1185357.375000 Penalty: 4799.400391
	Iteration 18Q: 3 clusters Score -1185357 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1185360.750000 Penalty: 4799.400391
	Iteration 19Q: 3 clusters Score -1185361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1185364.250000 Penalty: 4799.400391
	Iteration 20F: 3 clusters Score -1185364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1185367.375000 Penalty: 4799.400391
	Iteration 21Q: 3 clusters Score -1185367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1185367.875000 Penalty: 4799.400391
	Iteration 22Q: 3 clusters Score -1185368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1185370.500000 Penalty: 4799.400391
	Iteration 23Q: 3 clusters Score -1185370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1185372.375000 Penalty: 4799.400391
	Iteration 24Q: 3 clusters Score -1185372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1185372.000000 Penalty: 4799.400391
	Iteration 25Q: 3 clusters Score -1185372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1185373.125000 Penalty: 4799.400391
	Iteration 26Q: 3 clusters Score -1185373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1185373.125000 Penalty: 4799.400391
	Iteration 27F: 3 clusters Score -1185373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Entering Unmasked Estep 
Score: -373164.187500 Penalty: 2133.043701
	Iteration 0F: 2 clusters Score -373164.2 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 2703 members 
Entering Unmasked Estep 
Score: -368400.281250 Penalty: 4266.087402
	Iteration 0F: 3 clusters Score -368400.3 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -370505.718750 Penalty: 4266.087402
	Iteration 1F: 3 clusters Score -370505.7 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -371959.562500 Penalty: 4266.087402
	Iteration 2F: 3 clusters Score -371959.6 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -372951.000000 Penalty: 4266.087402
	Iteration 3F: 3 clusters Score -372951 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -373649.125000 Penalty: 4266.087402
	Iteration 4F: 3 clusters Score -373649.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -374005.812500 Penalty: 4266.087402
	Iteration 5F: 3 clusters Score -374005.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -374179.625000 Penalty: 4266.087402
	Iteration 6Q: 3 clusters Score -374179.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -374266.781250 Penalty: 4266.087402
	Iteration 7Q: 3 clusters Score -374266.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -374309.625000 Penalty: 4266.087402
	Iteration 8Q: 3 clusters Score -374309.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -374336.875000 Penalty: 4266.087402
	Iteration 9Q: 3 clusters Score -374336.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -374349.187500 Penalty: 4266.087402
	Iteration 10Q: 3 clusters Score -374349.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -374359.468750 Penalty: 4266.087402
	Iteration 11Q: 3 clusters Score -374359.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -374363.843750 Penalty: 4266.087402
	Iteration 12Q: 3 clusters Score -374363.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -374365.125000 Penalty: 4266.087402
	Iteration 13Q: 3 clusters Score -374365.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -374365.843750 Penalty: 4266.087402
	Iteration 14Q: 3 clusters Score -374365.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -374366.656250 Penalty: 4266.087402
	Iteration 15Q: 3 clusters Score -374366.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -374367.031250 Penalty: 4266.087402
	Iteration 16Q: 3 clusters Score -374367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -374367.812500 Penalty: 4266.087402
	Iteration 17Q: 3 clusters Score -374367.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -374369.250000 Penalty: 4266.087402
	Iteration 18Q: 3 clusters Score -374369.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -374369.250000 Penalty: 4266.087402
	Iteration 19F: 3 clusters Score -374369.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 211452 members 
Mstep: Class 3 contains 85238 members 
Mstep: Class 4 contains 18599 members 
Mstep: Class 5 contains 201071 members 
Mstep: Class 6 contains 5514 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 1225 members 
Mstep: Class 9 contains 81804 members 
Mstep: Class 10 contains 385015 members 
Mstep: Class 11 contains 28832 members 
Mstep: Class 12 contains 2768 members 
Mstep: Class 13 contains 4758 members 
Mstep: Class 14 contains 8367 members 
Mstep: Class 15 contains 8368 members 
Mstep: Class 16 contains 127877 members 
Mstep: Class 17 contains 13866 members 
Mstep: Class 18 contains 25347 members 
Mstep: Class 19 contains 2567 members 
Mstep: Class 20 contains 10939 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 3674 members 
Mstep: Class 23 contains 8518 members 
Mstep: Class 24 contains 892 members 
Mstep: Class 25 contains 15710 members 
Mstep: Class 26 contains 13075 members 
Mstep: Class 27 contains 15934 members 
Mstep: Class 28 contains 3951 members 
Mstep: Class 29 contains 34313 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 2441 members 
Mstep: Class 32 contains 6776 members 
Mstep: Class 33 contains 1911 members 
Mstep: Class 34 contains 14123 members 
Mstep: Class 35 contains 2605 members 
Mstep: Class 36 contains 8287 members 
Mstep: Class 37 contains 1905 members 
Mstep: Class 38 contains 3030 members 
Mstep: Class 39 contains 14950 members 
Mstep: Class 40 contains 4111 members 
Mstep: Class 41 contains 2451 members 
Mstep: Class 42 contains 1930 members 
Mstep: Class 43 contains 1486 members 
Entering Unmasked Estep 
Score: -102249832.000000 Penalty: 151038.062500
Splitting cluster 28 changes total score from -102232776.000000 to -102249832.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 29 (34313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Entering Unmasked Estep 
Score: -2553020.500000 Penalty: 2589.933350
	Iteration 0F: 2 clusters Score -2553020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2529632.750000 Penalty: 5179.866699
	Iteration 0F: 3 clusters Score -2529633 nChanged 15555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -2538291.750000 Penalty: 5179.866699
	Iteration 1F: 3 clusters Score -2538292 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2538940.750000 Penalty: 5179.866699
	Iteration 2Q: 3 clusters Score -2538941 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2539710.500000 Penalty: 5179.866699
	Iteration 3Q: 3 clusters Score -2539710 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2540652.750000 Penalty: 5179.866699
	Iteration 4F: 3 clusters Score -2540653 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2541739.250000 Penalty: 5179.866699
	Iteration 5F: 3 clusters Score -2541739 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -2542905.500000 Penalty: 5179.866699
	Iteration 6F: 3 clusters Score -2542906 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -2544165.250000 Penalty: 5179.866699
	Iteration 7F: 3 clusters Score -2544165 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -2545595.000000 Penalty: 5179.866699
	Iteration 8F: 3 clusters Score -2545595 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -2547142.250000 Penalty: 5179.866699
	Iteration 9F: 3 clusters Score -2547142 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -2548544.000000 Penalty: 5179.866699
	Iteration 10Q: 3 clusters Score -2548544 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -2549618.750000 Penalty: 5179.866699
	Iteration 11Q: 3 clusters Score -2549619 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -2550308.750000 Penalty: 5179.866699
	Iteration 12Q: 3 clusters Score -2550309 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -2550734.250000 Penalty: 5179.866699
	Iteration 13Q: 3 clusters Score -2550734 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -2550975.750000 Penalty: 5179.866699
	Iteration 14Q: 3 clusters Score -2550976 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -2551141.750000 Penalty: 5179.866699
	Iteration 15Q: 3 clusters Score -2551142 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -2551229.000000 Penalty: 5179.866699
	Iteration 16Q: 3 clusters Score -2551229 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -2551299.250000 Penalty: 5179.866699
	Iteration 17Q: 3 clusters Score -2551299 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -2551333.500000 Penalty: 5179.866699
	Iteration 18Q: 3 clusters Score -2551334 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -2551355.750000 Penalty: 5179.866699
	Iteration 19Q: 3 clusters Score -2551356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -2551374.250000 Penalty: 5179.866699
	Iteration 20F: 3 clusters Score -2551374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -2551390.750000 Penalty: 5179.866699
	Iteration 21Q: 3 clusters Score -2551391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -2551398.500000 Penalty: 5179.866699
	Iteration 22Q: 3 clusters Score -2551398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -2551403.000000 Penalty: 5179.866699
	Iteration 23Q: 3 clusters Score -2551403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -2551406.750000 Penalty: 5179.866699
	Iteration 24Q: 3 clusters Score -2551407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -2551411.000000 Penalty: 5179.866699
	Iteration 25Q: 3 clusters Score -2551411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -2551412.500000 Penalty: 5179.866699
	Iteration 26Q: 3 clusters Score -2551412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -2551414.750000 Penalty: 5179.866699
	Iteration 27Q: 3 clusters Score -2551415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -2551423.250000 Penalty: 5179.866699
	Iteration 28Q: 3 clusters Score -2551423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -2551423.750000 Penalty: 5179.866699
	Iteration 29Q: 3 clusters Score -2551424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -2551426.250000 Penalty: 5179.866699
	Iteration 30Q: 3 clusters Score -2551426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -2551424.000000 Penalty: 5179.866699
	Iteration 31Q: 3 clusters Score -2551424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -2551427.250000 Penalty: 5179.866699
	Iteration 32Q: 3 clusters Score -2551427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -2551433.000000 Penalty: 5179.866699
	Iteration 33Q: 3 clusters Score -2551433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -2551432.000000 Penalty: 5179.866699
	Iteration 34Q: 3 clusters Score -2551432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -2551427.500000 Penalty: 5179.866699
	Iteration 35Q: 3 clusters Score -2551428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -2551431.500000 Penalty: 5179.866699
	Iteration 36Q: 3 clusters Score -2551432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -2551429.500000 Penalty: 5179.866699
	Iteration 37Q: 3 clusters Score -2551430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -2551438.500000 Penalty: 5179.866699
	Iteration 38Q: 3 clusters Score -2551438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -2551439.000000 Penalty: 5179.866699
	Iteration 39Q: 3 clusters Score -2551439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -2551446.000000 Penalty: 5179.866699
	Iteration 40F: 3 clusters Score -2551446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -2551449.500000 Penalty: 5179.866699
	Iteration 41Q: 3 clusters Score -2551450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -2551453.750000 Penalty: 5179.866699
	Iteration 42Q: 3 clusters Score -2551454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -2551462.750000 Penalty: 5179.866699
	Iteration 43Q: 3 clusters Score -2551463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -2551465.500000 Penalty: 5179.866699
	Iteration 44Q: 3 clusters Score -2551466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -2551471.000000 Penalty: 5179.866699
	Iteration 45Q: 3 clusters Score -2551471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -2551469.000000 Penalty: 5179.866699
	Iteration 46Q: 3 clusters Score -2551469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -2551470.000000 Penalty: 5179.866699
	Iteration 47Q: 3 clusters Score -2551470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -2551470.250000 Penalty: 5179.866699
	Iteration 48Q: 3 clusters Score -2551470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -2551473.250000 Penalty: 5179.866699
	Iteration 49Q: 3 clusters Score -2551473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -2551475.000000 Penalty: 5179.866699
	Iteration 50Q: 3 clusters Score -2551475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -2551476.000000 Penalty: 5179.866699
	Iteration 51Q: 3 clusters Score -2551476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -2551475.750000 Penalty: 5179.866699
	Iteration 52Q: 3 clusters Score -2551476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -2551477.250000 Penalty: 5179.866699
	Iteration 53Q: 3 clusters Score -2551477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -2551474.250000 Penalty: 5179.866699
	Iteration 54Q: 3 clusters Score -2551474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -2551478.000000 Penalty: 5179.866699
	Iteration 55Q: 3 clusters Score -2551478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -2551477.000000 Penalty: 5179.866699
	Iteration 56Q: 3 clusters Score -2551477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -2551476.500000 Penalty: 5179.866699
	Iteration 57Q: 3 clusters Score -2551476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -2551479.000000 Penalty: 5179.866699
	Iteration 58Q: 3 clusters Score -2551479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -2551479.000000 Penalty: 5179.866699
	Iteration 59F: 3 clusters Score -2551479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 211452 members 
Mstep: Class 3 contains 85238 members 
Mstep: Class 4 contains 18599 members 
Mstep: Class 5 contains 201071 members 
Mstep: Class 6 contains 5514 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 1225 members 
Mstep: Class 9 contains 81804 members 
Mstep: Class 10 contains 385015 members 
Mstep: Class 11 contains 28832 members 
Mstep: Class 12 contains 2768 members 
Mstep: Class 13 contains 4758 members 
Mstep: Class 14 contains 8367 members 
Mstep: Class 15 contains 8368 members 
Mstep: Class 16 contains 127877 members 
Mstep: Class 17 contains 13866 members 
Mstep: Class 18 contains 25347 members 
Mstep: Class 19 contains 2567 members 
Mstep: Class 20 contains 10939 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 3674 members 
Mstep: Class 23 contains 8518 members 
Mstep: Class 24 contains 892 members 
Mstep: Class 25 contains 15710 members 
Mstep: Class 26 contains 13075 members 
Mstep: Class 27 contains 15934 members 
Mstep: Class 28 contains 3951 members 
Mstep: Class 29 contains 34313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102257536.000000 Penalty: 151038.062500
Iteration 79Q: 44 clusters Score -1.022575e+08 nChanged 16690
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 211372 members 
Mstep: Class 3 contains 85365 members 
Mstep: Class 4 contains 18347 members 
Mstep: Class 5 contains 201557 members 
Mstep: Class 6 contains 6069 members 
Mstep: Class 7 contains 3591 members 
Mstep: Class 8 contains 1259 members 
Mstep: Class 9 contains 81724 members 
Mstep: Class 10 contains 383614 members 
Mstep: Class 11 contains 29124 members 
Mstep: Class 12 contains 3022 members 
Mstep: Class 13 contains 4770 members 
Mstep: Class 14 contains 8408 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 127846 members 
Mstep: Class 17 contains 14081 members 
Mstep: Class 18 contains 25893 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10954 members 
Mstep: Class 21 contains 1721 members 
Mstep: Class 22 contains 3754 members 
Mstep: Class 23 contains 8927 members 
Mstep: Class 24 contains 914 members 
Mstep: Class 25 contains 15373 members 
Mstep: Class 26 contains 13414 members 
Mstep: Class 27 contains 16006 members 
Mstep: Class 28 contains 4041 members 
Mstep: Class 29 contains 34306 members 
Mstep: Class 30 contains 7005 members 
Mstep: Class 31 contains 2359 members 
Mstep: Class 32 contains 6377 members 
Mstep: Class 33 contains 1882 members 
Mstep: Class 34 contains 13966 members 
Mstep: Class 35 contains 2487 members 
Mstep: Class 36 contains 8033 members 
Mstep: Class 37 contains 1864 members 
Mstep: Class 38 contains 3002 members 
Mstep: Class 39 contains 14342 members 
Mstep: Class 40 contains 3768 members 
Mstep: Class 41 contains 2439 members 
Mstep: Class 42 contains 1914 members 
Mstep: Class 43 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102265680.000000 Penalty: 151038.062500
Iteration 80F: 44 clusters Score -1.022657e+08 nChanged 12331
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 211222 members 
Mstep: Class 3 contains 85315 members 
Mstep: Class 4 contains 17900 members 
Mstep: Class 5 contains 201635 members 
Mstep: Class 6 contains 6507 members 
Mstep: Class 7 contains 3576 members 
Mstep: Class 8 contains 1266 members 
Mstep: Class 9 contains 81475 members 
Mstep: Class 10 contains 382067 members 
Mstep: Class 11 contains 29263 members 
Mstep: Class 12 contains 3095 members 
Mstep: Class 13 contains 4745 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 8215 members 
Mstep: Class 16 contains 127690 members 
Mstep: Class 17 contains 13927 members 
Mstep: Class 18 contains 26332 members 
Mstep: Class 19 contains 2643 members 
Mstep: Class 20 contains 10959 members 
Mstep: Class 21 contains 1743 members 
Mstep: Class 22 contains 3789 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 15045 members 
Mstep: Class 26 contains 13403 members 
Mstep: Class 27 contains 15980 members 
Mstep: Class 28 contains 3967 members 
Mstep: Class 29 contains 34199 members 
Mstep: Class 30 contains 7247 members 
Mstep: Class 31 contains 2398 members 
Mstep: Class 32 contains 6256 members 
Mstep: Class 33 contains 1876 members 
Mstep: Class 34 contains 15094 members 
Mstep: Class 35 contains 2666 members 
Mstep: Class 36 contains 8310 members 
Mstep: Class 37 contains 2003 members 
Mstep: Class 38 contains 3007 members 
Mstep: Class 39 contains 14410 members 
Mstep: Class 40 contains 3907 members 
Mstep: Class 41 contains 2450 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 1531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102268816.000000 Penalty: 151038.062500
Iteration 81Q: 44 clusters Score -1.022688e+08 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 211017 members 
Mstep: Class 3 contains 85227 members 
Mstep: Class 4 contains 17506 members 
Mstep: Class 5 contains 201928 members 
Mstep: Class 6 contains 6892 members 
Mstep: Class 7 contains 3582 members 
Mstep: Class 8 contains 1273 members 
Mstep: Class 9 contains 81353 members 
Mstep: Class 10 contains 380767 members 
Mstep: Class 11 contains 29414 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 4769 members 
Mstep: Class 14 contains 8285 members 
Mstep: Class 15 contains 8087 members 
Mstep: Class 16 contains 127541 members 
Mstep: Class 17 contains 13943 members 
Mstep: Class 18 contains 26685 members 
Mstep: Class 19 contains 2659 members 
Mstep: Class 20 contains 10964 members 
Mstep: Class 21 contains 1762 members 
Mstep: Class 22 contains 3867 members 
Mstep: Class 23 contains 9440 members 
Mstep: Class 24 contains 922 members 
Mstep: Class 25 contains 14764 members 
Mstep: Class 26 contains 13411 members 
Mstep: Class 27 contains 15990 members 
Mstep: Class 28 contains 3966 members 
Mstep: Class 29 contains 34102 members 
Mstep: Class 30 contains 7454 members 
Mstep: Class 31 contains 2429 members 
Mstep: Class 32 contains 6127 members 
Mstep: Class 33 contains 1874 members 
Mstep: Class 34 contains 15780 members 
Mstep: Class 35 contains 2730 members 
Mstep: Class 36 contains 8399 members 
Mstep: Class 37 contains 2141 members 
Mstep: Class 38 contains 3010 members 
Mstep: Class 39 contains 14344 members 
Mstep: Class 40 contains 3919 members 
Mstep: Class 41 contains 2457 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102269808.000000 Penalty: 151038.062500
Iteration 82Q: 44 clusters Score -1.022698e+08 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 210792 members 
Mstep: Class 3 contains 85110 members 
Mstep: Class 4 contains 17117 members 
Mstep: Class 5 contains 202195 members 
Mstep: Class 6 contains 7220 members 
Mstep: Class 7 contains 3586 members 
Mstep: Class 8 contains 1278 members 
Mstep: Class 9 contains 81224 members 
Mstep: Class 10 contains 379620 members 
Mstep: Class 11 contains 29561 members 
Mstep: Class 12 contains 3259 members 
Mstep: Class 13 contains 4787 members 
Mstep: Class 14 contains 8217 members 
Mstep: Class 15 contains 7993 members 
Mstep: Class 16 contains 127462 members 
Mstep: Class 17 contains 13993 members 
Mstep: Class 18 contains 26997 members 
Mstep: Class 19 contains 2651 members 
Mstep: Class 20 contains 10950 members 
Mstep: Class 21 contains 1787 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 9695 members 
Mstep: Class 24 contains 915 members 
Mstep: Class 25 contains 14514 members 
Mstep: Class 26 contains 13439 members 
Mstep: Class 27 contains 15977 members 
Mstep: Class 28 contains 3990 members 
Mstep: Class 29 contains 34008 members 
Mstep: Class 30 contains 7632 members 
Mstep: Class 31 contains 2449 members 
Mstep: Class 32 contains 6031 members 
Mstep: Class 33 contains 1869 members 
Mstep: Class 34 contains 16405 members 
Mstep: Class 35 contains 2743 members 
Mstep: Class 36 contains 8484 members 
Mstep: Class 37 contains 2285 members 
Mstep: Class 38 contains 3012 members 
Mstep: Class 39 contains 14261 members 
Mstep: Class 40 contains 3920 members 
Mstep: Class 41 contains 2463 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102271112.000000 Penalty: 151038.062500
Iteration 83Q: 44 clusters Score -1.022711e+08 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 210594 members 
Mstep: Class 3 contains 85033 members 
Mstep: Class 4 contains 16823 members 
Mstep: Class 5 contains 202446 members 
Mstep: Class 6 contains 7504 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 1282 members 
Mstep: Class 9 contains 81096 members 
Mstep: Class 10 contains 378520 members 
Mstep: Class 11 contains 29705 members 
Mstep: Class 12 contains 3383 members 
Mstep: Class 13 contains 4808 members 
Mstep: Class 14 contains 8161 members 
Mstep: Class 15 contains 7917 members 
Mstep: Class 16 contains 127365 members 
Mstep: Class 17 contains 14114 members 
Mstep: Class 18 contains 27235 members 
Mstep: Class 19 contains 2652 members 
Mstep: Class 20 contains 10938 members 
Mstep: Class 21 contains 1818 members 
Mstep: Class 22 contains 4030 members 
Mstep: Class 23 contains 9935 members 
Mstep: Class 24 contains 894 members 
Mstep: Class 25 contains 14307 members 
Mstep: Class 26 contains 13475 members 
Mstep: Class 27 contains 15970 members 
Mstep: Class 28 contains 4033 members 
Mstep: Class 29 contains 33928 members 
Mstep: Class 30 contains 7782 members 
Mstep: Class 31 contains 2470 members 
Mstep: Class 32 contains 5939 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 17011 members 
Mstep: Class 35 contains 2731 members 
Mstep: Class 36 contains 8485 members 
Mstep: Class 37 contains 2414 members 
Mstep: Class 38 contains 3011 members 
Mstep: Class 39 contains 14149 members 
Mstep: Class 40 contains 3924 members 
Mstep: Class 41 contains 2472 members 
Mstep: Class 42 contains 1948 members 
Mstep: Class 43 contains 1589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102272328.000000 Penalty: 151038.062500
Iteration 84Q: 44 clusters Score -1.022723e+08 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 210371 members 
Mstep: Class 3 contains 84953 members 
Mstep: Class 4 contains 16549 members 
Mstep: Class 5 contains 202745 members 
Mstep: Class 6 contains 7790 members 
Mstep: Class 7 contains 3607 members 
Mstep: Class 8 contains 1288 members 
Mstep: Class 9 contains 81003 members 
Mstep: Class 10 contains 377453 members 
Mstep: Class 11 contains 29835 members 
Mstep: Class 12 contains 3484 members 
Mstep: Class 13 contains 4823 members 
Mstep: Class 14 contains 8099 members 
Mstep: Class 15 contains 7874 members 
Mstep: Class 16 contains 127257 members 
Mstep: Class 17 contains 14233 members 
Mstep: Class 18 contains 27424 members 
Mstep: Class 19 contains 2652 members 
Mstep: Class 20 contains 10934 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 4102 members 
Mstep: Class 23 contains 10139 members 
Mstep: Class 24 contains 860 members 
Mstep: Class 25 contains 14133 members 
Mstep: Class 26 contains 13513 members 
Mstep: Class 27 contains 15961 members 
Mstep: Class 28 contains 4066 members 
Mstep: Class 29 contains 33879 members 
Mstep: Class 30 contains 7920 members 
Mstep: Class 31 contains 2490 members 
Mstep: Class 32 contains 5859 members 
Mstep: Class 33 contains 1866 members 
Mstep: Class 34 contains 17556 members 
Mstep: Class 35 contains 2719 members 
Mstep: Class 36 contains 8474 members 
Mstep: Class 37 contains 2547 members 
Mstep: Class 38 contains 3013 members 
Mstep: Class 39 contains 14028 members 
Mstep: Class 40 contains 3914 members 
Mstep: Class 41 contains 2484 members 
Mstep: Class 42 contains 1951 members 
Mstep: Class 43 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102273800.000000 Penalty: 151038.062500
Iteration 85Q: 44 clusters Score -1.022738e+08 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 210166 members 
Mstep: Class 3 contains 84914 members 
Mstep: Class 4 contains 16277 members 
Mstep: Class 5 contains 203041 members 
Mstep: Class 6 contains 8052 members 
Mstep: Class 7 contains 3623 members 
Mstep: Class 8 contains 1290 members 
Mstep: Class 9 contains 80946 members 
Mstep: Class 10 contains 376485 members 
Mstep: Class 11 contains 29921 members 
Mstep: Class 12 contains 3584 members 
Mstep: Class 13 contains 4837 members 
Mstep: Class 14 contains 8022 members 
Mstep: Class 15 contains 7843 members 
Mstep: Class 16 contains 127178 members 
Mstep: Class 17 contains 14378 members 
Mstep: Class 18 contains 27591 members 
Mstep: Class 19 contains 2653 members 
Mstep: Class 20 contains 10908 members 
Mstep: Class 21 contains 1898 members 
Mstep: Class 22 contains 4190 members 
Mstep: Class 23 contains 10297 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 13966 members 
Mstep: Class 26 contains 13533 members 
Mstep: Class 27 contains 15957 members 
Mstep: Class 28 contains 4089 members 
Mstep: Class 29 contains 33857 members 
Mstep: Class 30 contains 8024 members 
Mstep: Class 31 contains 2511 members 
Mstep: Class 32 contains 5783 members 
Mstep: Class 33 contains 1866 members 
Mstep: Class 34 contains 18064 members 
Mstep: Class 35 contains 2710 members 
Mstep: Class 36 contains 8493 members 
Mstep: Class 37 contains 2658 members 
Mstep: Class 38 contains 3016 members 
Mstep: Class 39 contains 13872 members 
Mstep: Class 40 contains 3894 members 
Mstep: Class 41 contains 2493 members 
Mstep: Class 42 contains 1952 members 
Mstep: Class 43 contains 1612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102274736.000000 Penalty: 151038.062500
Iteration 86Q: 44 clusters Score -1.022747e+08 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 209998 members 
Mstep: Class 3 contains 84875 members 
Mstep: Class 4 contains 16022 members 
Mstep: Class 5 contains 203307 members 
Mstep: Class 6 contains 8300 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 1291 members 
Mstep: Class 9 contains 80919 members 
Mstep: Class 10 contains 375543 members 
Mstep: Class 11 contains 29992 members 
Mstep: Class 12 contains 3679 members 
Mstep: Class 13 contains 4848 members 
Mstep: Class 14 contains 7971 members 
Mstep: Class 15 contains 7800 members 
Mstep: Class 16 contains 127116 members 
Mstep: Class 17 contains 14502 members 
Mstep: Class 18 contains 27753 members 
Mstep: Class 19 contains 2651 members 
Mstep: Class 20 contains 10892 members 
Mstep: Class 21 contains 1947 members 
Mstep: Class 22 contains 4306 members 
Mstep: Class 23 contains 10394 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 13845 members 
Mstep: Class 26 contains 13566 members 
Mstep: Class 27 contains 15966 members 
Mstep: Class 28 contains 4105 members 
Mstep: Class 29 contains 33838 members 
Mstep: Class 30 contains 8111 members 
Mstep: Class 31 contains 2527 members 
Mstep: Class 32 contains 5686 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 18561 members 
Mstep: Class 35 contains 2716 members 
Mstep: Class 36 contains 8518 members 
Mstep: Class 37 contains 2743 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 13703 members 
Mstep: Class 40 contains 3878 members 
Mstep: Class 41 contains 2510 members 
Mstep: Class 42 contains 1951 members 
Mstep: Class 43 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102275464.000000 Penalty: 151038.062500
Iteration 87Q: 44 clusters Score -1.022755e+08 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 209832 members 
Mstep: Class 3 contains 84846 members 
Mstep: Class 4 contains 15824 members 
Mstep: Class 5 contains 203575 members 
Mstep: Class 6 contains 8555 members 
Mstep: Class 7 contains 3662 members 
Mstep: Class 8 contains 1294 members 
Mstep: Class 9 contains 80902 members 
Mstep: Class 10 contains 374663 members 
Mstep: Class 11 contains 30071 members 
Mstep: Class 12 contains 3762 members 
Mstep: Class 13 contains 4855 members 
Mstep: Class 14 contains 7908 members 
Mstep: Class 15 contains 7769 members 
Mstep: Class 16 contains 127034 members 
Mstep: Class 17 contains 14587 members 
Mstep: Class 18 contains 27896 members 
Mstep: Class 19 contains 2647 members 
Mstep: Class 20 contains 10878 members 
Mstep: Class 21 contains 2006 members 
Mstep: Class 22 contains 4470 members 
Mstep: Class 23 contains 10488 members 
Mstep: Class 24 contains 715 members 
Mstep: Class 25 contains 13724 members 
Mstep: Class 26 contains 13582 members 
Mstep: Class 27 contains 15970 members 
Mstep: Class 28 contains 4128 members 
Mstep: Class 29 contains 33814 members 
Mstep: Class 30 contains 8193 members 
Mstep: Class 31 contains 2531 members 
Mstep: Class 32 contains 5598 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 19034 members 
Mstep: Class 35 contains 2721 members 
Mstep: Class 36 contains 8540 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 13496 members 
Mstep: Class 40 contains 3862 members 
Mstep: Class 41 contains 2537 members 
Mstep: Class 42 contains 1953 members 
Mstep: Class 43 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102277064.000000 Penalty: 151038.062500
Iteration 88Q: 44 clusters Score -1.022771e+08 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 209667 members 
Mstep: Class 3 contains 84828 members 
Mstep: Class 4 contains 15656 members 
Mstep: Class 5 contains 203773 members 
Mstep: Class 6 contains 8777 members 
Mstep: Class 7 contains 3671 members 
Mstep: Class 8 contains 1298 members 
Mstep: Class 9 contains 80892 members 
Mstep: Class 10 contains 373914 members 
Mstep: Class 11 contains 30163 members 
Mstep: Class 12 contains 3830 members 
Mstep: Class 13 contains 4858 members 
Mstep: Class 14 contains 7837 members 
Mstep: Class 15 contains 7750 members 
Mstep: Class 16 contains 126966 members 
Mstep: Class 17 contains 14655 members 
Mstep: Class 18 contains 27994 members 
Mstep: Class 19 contains 2647 members 
Mstep: Class 20 contains 10872 members 
Mstep: Class 21 contains 2063 members 
Mstep: Class 22 contains 4688 members 
Mstep: Class 23 contains 10551 members 
Mstep: Class 24 contains 655 members 
Mstep: Class 25 contains 13629 members 
Mstep: Class 26 contains 13592 members 
Mstep: Class 27 contains 15970 members 
Mstep: Class 28 contains 4147 members 
Mstep: Class 29 contains 33789 members 
Mstep: Class 30 contains 8275 members 
Mstep: Class 31 contains 2533 members 
Mstep: Class 32 contains 5515 members 
Mstep: Class 33 contains 1866 members 
Mstep: Class 34 contains 19476 members 
Mstep: Class 35 contains 2736 members 
Mstep: Class 36 contains 8551 members 
Mstep: Class 37 contains 2898 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 13241 members 
Mstep: Class 40 contains 3848 members 
Mstep: Class 41 contains 2564 members 
Mstep: Class 42 contains 1954 members 
Mstep: Class 43 contains 1636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102278064.000000 Penalty: 151038.062500
Iteration 89Q: 44 clusters Score -1.022781e+08 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 209507 members 
Mstep: Class 3 contains 84760 members 
Mstep: Class 4 contains 15488 members 
Mstep: Class 5 contains 203994 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 3683 members 
Mstep: Class 8 contains 1299 members 
Mstep: Class 9 contains 80906 members 
Mstep: Class 10 contains 373171 members 
Mstep: Class 11 contains 30261 members 
Mstep: Class 12 contains 3874 members 
Mstep: Class 13 contains 4856 members 
Mstep: Class 14 contains 7775 members 
Mstep: Class 15 contains 7732 members 
Mstep: Class 16 contains 126887 members 
Mstep: Class 17 contains 14765 members 
Mstep: Class 18 contains 28067 members 
Mstep: Class 19 contains 2646 members 
Mstep: Class 20 contains 10867 members 
Mstep: Class 21 contains 2119 members 
Mstep: Class 22 contains 4982 members 
Mstep: Class 23 contains 10596 members 
Mstep: Class 24 contains 621 members 
Mstep: Class 25 contains 13560 members 
Mstep: Class 26 contains 13601 members 
Mstep: Class 27 contains 15967 members 
Mstep: Class 28 contains 4164 members 
Mstep: Class 29 contains 33770 members 
Mstep: Class 30 contains 8365 members 
Mstep: Class 31 contains 2535 members 
Mstep: Class 32 contains 5423 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 19916 members 
Mstep: Class 35 contains 2726 members 
Mstep: Class 36 contains 8568 members 
Mstep: Class 37 contains 2976 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 12915 members 
Mstep: Class 40 contains 3833 members 
Mstep: Class 41 contains 2579 members 
Mstep: Class 42 contains 1955 members 
Mstep: Class 43 contains 1643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102279624.000000 Penalty: 151038.062500
Iteration 90Q: 44 clusters Score -1.022796e+08 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 209361 members 
Mstep: Class 3 contains 84714 members 
Mstep: Class 4 contains 15321 members 
Mstep: Class 5 contains 204161 members 
Mstep: Class 6 contains 9196 members 
Mstep: Class 7 contains 3695 members 
Mstep: Class 8 contains 1298 members 
Mstep: Class 9 contains 80897 members 
Mstep: Class 10 contains 372470 members 
Mstep: Class 11 contains 30326 members 
Mstep: Class 12 contains 3916 members 
Mstep: Class 13 contains 4857 members 
Mstep: Class 14 contains 7716 members 
Mstep: Class 15 contains 7716 members 
Mstep: Class 16 contains 126829 members 
Mstep: Class 17 contains 14874 members 
Mstep: Class 18 contains 28142 members 
Mstep: Class 19 contains 2646 members 
Mstep: Class 20 contains 10858 members 
Mstep: Class 21 contains 2179 members 
Mstep: Class 22 contains 5298 members 
Mstep: Class 23 contains 10647 members 
Mstep: Class 24 contains 618 members 
Mstep: Class 25 contains 13499 members 
Mstep: Class 26 contains 13613 members 
Mstep: Class 27 contains 15970 members 
Mstep: Class 28 contains 4182 members 
Mstep: Class 29 contains 33761 members 
Mstep: Class 30 contains 8452 members 
Mstep: Class 31 contains 2538 members 
Mstep: Class 32 contains 5344 members 
Mstep: Class 33 contains 1868 members 
Mstep: Class 34 contains 20353 members 
Mstep: Class 35 contains 2697 members 
Mstep: Class 36 contains 8578 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 12565 members 
Mstep: Class 40 contains 3823 members 
Mstep: Class 41 contains 2580 members 
Mstep: Class 42 contains 1955 members 
Mstep: Class 43 contains 1643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102280208.000000 Penalty: 151038.062500
Iteration 91Q: 44 clusters Score -1.022802e+08 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 209230 members 
Mstep: Class 3 contains 84665 members 
Mstep: Class 4 contains 15115 members 
Mstep: Class 5 contains 204316 members 
Mstep: Class 6 contains 9376 members 
Mstep: Class 7 contains 3721 members 
Mstep: Class 8 contains 1298 members 
Mstep: Class 9 contains 80925 members 
Mstep: Class 10 contains 371815 members 
Mstep: Class 11 contains 30389 members 
Mstep: Class 12 contains 3939 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 14 contains 7666 members 
Mstep: Class 15 contains 7706 members 
Mstep: Class 16 contains 126759 members 
Mstep: Class 17 contains 15007 members 
Mstep: Class 18 contains 28218 members 
Mstep: Class 19 contains 2644 members 
Mstep: Class 20 contains 10852 members 
Mstep: Class 21 contains 2241 members 
Mstep: Class 22 contains 5636 members 
Mstep: Class 23 contains 10683 members 
Mstep: Class 24 contains 618 members 
Mstep: Class 25 contains 13451 members 
Mstep: Class 26 contains 13624 members 
Mstep: Class 27 contains 15969 members 
Mstep: Class 28 contains 4198 members 
Mstep: Class 29 contains 33754 members 
Mstep: Class 30 contains 8531 members 
Mstep: Class 31 contains 2539 members 
Mstep: Class 32 contains 5264 members 
Mstep: Class 33 contains 1868 members 
Mstep: Class 34 contains 20763 members 
Mstep: Class 35 contains 2683 members 
Mstep: Class 36 contains 8571 members 
Mstep: Class 37 contains 3104 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 12183 members 
Mstep: Class 40 contains 3816 members 
Mstep: Class 41 contains 2579 members 
Mstep: Class 42 contains 1955 members 
Mstep: Class 43 contains 1644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102281184.000000 Penalty: 151038.062500
Iteration 92Q: 44 clusters Score -1.022812e+08 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 209120 members 
Mstep: Class 3 contains 84606 members 
Mstep: Class 4 contains 14911 members 
Mstep: Class 5 contains 204496 members 
Mstep: Class 6 contains 9552 members 
Mstep: Class 7 contains 3753 members 
Mstep: Class 8 contains 1298 members 
Mstep: Class 9 contains 80949 members 
Mstep: Class 10 contains 371196 members 
Mstep: Class 11 contains 30448 members 
Mstep: Class 12 contains 3961 members 
Mstep: Class 13 contains 4864 members 
Mstep: Class 14 contains 7641 members 
Mstep: Class 15 contains 7696 members 
Mstep: Class 16 contains 126678 members 
Mstep: Class 17 contains 15103 members 
Mstep: Class 18 contains 28260 members 
Mstep: Class 19 contains 2644 members 
Mstep: Class 20 contains 10848 members 
Mstep: Class 21 contains 2317 members 
Mstep: Class 22 contains 5919 members 
Mstep: Class 23 contains 10704 members 
Mstep: Class 24 contains 617 members 
Mstep: Class 25 contains 13409 members 
Mstep: Class 26 contains 13637 members 
Mstep: Class 27 contains 15967 members 
Mstep: Class 28 contains 4210 members 
Mstep: Class 29 contains 33731 members 
Mstep: Class 30 contains 8595 members 
Mstep: Class 31 contains 2541 members 
Mstep: Class 32 contains 5188 members 
Mstep: Class 33 contains 1868 members 
Mstep: Class 34 contains 21162 members 
Mstep: Class 35 contains 2672 members 
Mstep: Class 36 contains 8574 members 
Mstep: Class 37 contains 3174 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 11881 members 
Mstep: Class 40 contains 3810 members 
Mstep: Class 41 contains 2579 members 
Mstep: Class 42 contains 1953 members 
Mstep: Class 43 contains 1645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102281432.000000 Penalty: 151038.062500
Iteration 93Q: 44 clusters Score -1.022814e+08 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 209021 members 
Mstep: Class 3 contains 84544 members 
Mstep: Class 4 contains 14724 members 
Mstep: Class 5 contains 204674 members 
Mstep: Class 6 contains 9701 members 
Mstep: Class 7 contains 3771 members 
Mstep: Class 8 contains 1298 members 
Mstep: Class 9 contains 80977 members 
Mstep: Class 10 contains 370658 members 
Mstep: Class 11 contains 30505 members 
Mstep: Class 12 contains 3984 members 
Mstep: Class 13 contains 4867 members 
Mstep: Class 14 contains 7621 members 
Mstep: Class 15 contains 7681 members 
Mstep: Class 16 contains 126597 members 
Mstep: Class 17 contains 15187 members 
Mstep: Class 18 contains 28281 members 
Mstep: Class 19 contains 2645 members 
Mstep: Class 20 contains 10838 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 6138 members 
Mstep: Class 23 contains 10710 members 
Mstep: Class 24 contains 618 members 
Mstep: Class 25 contains 13377 members 
Mstep: Class 26 contains 13652 members 
Mstep: Class 27 contains 15973 members 
Mstep: Class 28 contains 4220 members 
Mstep: Class 29 contains 33693 members 
Mstep: Class 30 contains 8660 members 
Mstep: Class 31 contains 2541 members 
Mstep: Class 32 contains 5117 members 
Mstep: Class 33 contains 1868 members 
Mstep: Class 34 contains 21509 members 
Mstep: Class 35 contains 2668 members 
Mstep: Class 36 contains 8590 members 
Mstep: Class 37 contains 3222 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 11667 members 
Mstep: Class 40 contains 3802 members 
Mstep: Class 41 contains 2579 members 
Mstep: Class 42 contains 1954 members 
Mstep: Class 43 contains 1645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102281944.000000 Penalty: 151038.062500
Iteration 94Q: 44 clusters Score -1.022819e+08 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 208944 members 
Mstep: Class 3 contains 84492 members 
Mstep: Class 4 contains 14551 members 
Mstep: Class 5 contains 204821 members 
Mstep: Class 6 contains 9832 members 
Mstep: Class 7 contains 3796 members 
Mstep: Class 8 contains 1299 members 
Mstep: Class 9 contains 81007 members 
Mstep: Class 10 contains 370130 members 
Mstep: Class 11 contains 30541 members 
Mstep: Class 12 contains 3994 members 
Mstep: Class 13 contains 4869 members 
Mstep: Class 14 contains 7608 members 
Mstep: Class 15 contains 7676 members 
Mstep: Class 16 contains 126524 members 
Mstep: Class 17 contains 15236 members 
Mstep: Class 18 contains 28299 members 
Mstep: Class 19 contains 2645 members 
Mstep: Class 20 contains 10835 members 
Mstep: Class 21 contains 2491 members 
Mstep: Class 22 contains 6325 members 
Mstep: Class 23 contains 10724 members 
Mstep: Class 24 contains 618 members 
Mstep: Class 25 contains 13339 members 
Mstep: Class 26 contains 13673 members 
Mstep: Class 27 contains 15972 members 
Mstep: Class 28 contains 4230 members 
Mstep: Class 29 contains 33698 members 
Mstep: Class 30 contains 8708 members 
Mstep: Class 31 contains 2538 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 1868 members 
Mstep: Class 34 contains 21867 members 
Mstep: Class 35 contains 2664 members 
Mstep: Class 36 contains 8605 members 
Mstep: Class 37 contains 3259 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 11502 members 
Mstep: Class 40 contains 3799 members 
Mstep: Class 41 contains 2579 members 
Mstep: Class 42 contains 1955 members 
Mstep: Class 43 contains 1643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102282392.000000 Penalty: 151038.062500
Iteration 95Q: 44 clusters Score -1.022824e+08 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 208869 members 
Mstep: Class 3 contains 84430 members 
Mstep: Class 4 contains 14387 members 
Mstep: Class 5 contains 204969 members 
Mstep: Class 6 contains 9920 members 
Mstep: Class 7 contains 3815 members 
Mstep: Class 8 contains 1299 members 
Mstep: Class 9 contains 81018 members 
Mstep: Class 10 contains 369643 members 
Mstep: Class 11 contains 30576 members 
Mstep: Class 12 contains 4009 members 
Mstep: Class 13 contains 4869 members 
Mstep: Class 14 contains 7586 members 
Mstep: Class 15 contains 7672 members 
Mstep: Class 16 contains 126461 members 
Mstep: Class 17 contains 15290 members 
Mstep: Class 18 contains 28300 members 
Mstep: Class 19 contains 2644 members 
Mstep: Class 20 contains 10831 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 6517 members 
Mstep: Class 23 contains 10736 members 
Mstep: Class 24 contains 619 members 
Mstep: Class 25 contains 13309 members 
Mstep: Class 26 contains 13682 members 
Mstep: Class 27 contains 15974 members 
Mstep: Class 28 contains 4233 members 
Mstep: Class 29 contains 33704 members 
Mstep: Class 30 contains 8768 members 
Mstep: Class 31 contains 2538 members 
Mstep: Class 32 contains 4989 members 
Mstep: Class 33 contains 1868 members 
Mstep: Class 34 contains 22202 members 
Mstep: Class 35 contains 2664 members 
Mstep: Class 36 contains 8632 members 
Mstep: Class 37 contains 3294 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 11379 members 
Mstep: Class 40 contains 3797 members 
Mstep: Class 41 contains 2579 members 
Mstep: Class 42 contains 1954 members 
Mstep: Class 43 contains 1643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283072.000000 Penalty: 151038.062500
Iteration 96Q: 44 clusters Score -1.022831e+08 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 208791 members 
Mstep: Class 3 contains 84371 members 
Mstep: Class 4 contains 14202 members 
Mstep: Class 5 contains 205104 members 
Mstep: Class 6 contains 9991 members 
Mstep: Class 7 contains 3838 members 
Mstep: Class 8 contains 1299 members 
Mstep: Class 9 contains 81021 members 
Mstep: Class 10 contains 369206 members 
Mstep: Class 11 contains 30606 members 
Mstep: Class 12 contains 4029 members 
Mstep: Class 13 contains 4869 members 
Mstep: Class 14 contains 7570 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 126413 members 
Mstep: Class 17 contains 15370 members 
Mstep: Class 18 contains 28308 members 
Mstep: Class 19 contains 2644 members 
Mstep: Class 20 contains 10821 members 
Mstep: Class 21 contains 2578 members 
Mstep: Class 22 contains 6675 members 
Mstep: Class 23 contains 10760 members 
Mstep: Class 24 contains 619 members 
Mstep: Class 25 contains 13274 members 
Mstep: Class 26 contains 13696 members 
Mstep: Class 27 contains 15978 members 
Mstep: Class 28 contains 4236 members 
Mstep: Class 29 contains 33720 members 
Mstep: Class 30 contains 8830 members 
Mstep: Class 31 contains 2539 members 
Mstep: Class 32 contains 4938 members 
Mstep: Class 33 contains 1868 members 
Mstep: Class 34 contains 22495 members 
Mstep: Class 35 contains 2661 members 
Mstep: Class 36 contains 8647 members 
Mstep: Class 37 contains 3327 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 11269 members 
Mstep: Class 40 contains 3795 members 
Mstep: Class 41 contains 2578 members 
Mstep: Class 42 contains 1953 members 
Mstep: Class 43 contains 1644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283168.000000 Penalty: 151038.062500
Iteration 97Q: 44 clusters Score -1.022832e+08 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 208717 members 
Mstep: Class 3 contains 84307 members 
Mstep: Class 4 contains 14039 members 
Mstep: Class 5 contains 205213 members 
Mstep: Class 6 contains 10059 members 
Mstep: Class 7 contains 3870 members 
Mstep: Class 8 contains 1299 members 
Mstep: Class 9 contains 81025 members 
Mstep: Class 10 contains 368804 members 
Mstep: Class 11 contains 30626 members 
Mstep: Class 12 contains 4049 members 
Mstep: Class 13 contains 4869 members 
Mstep: Class 14 contains 7573 members 
Mstep: Class 15 contains 7655 members 
Mstep: Class 16 contains 126351 members 
Mstep: Class 17 contains 15450 members 
Mstep: Class 18 contains 28313 members 
Mstep: Class 19 contains 2644 members 
Mstep: Class 20 contains 10821 members 
Mstep: Class 21 contains 2615 members 
Mstep: Class 22 contains 6821 members 
Mstep: Class 23 contains 10760 members 
Mstep: Class 24 contains 619 members 
Mstep: Class 25 contains 13246 members 
Mstep: Class 26 contains 13709 members 
Mstep: Class 27 contains 15988 members 
Mstep: Class 28 contains 4245 members 
Mstep: Class 29 contains 33723 members 
Mstep: Class 30 contains 8888 members 
Mstep: Class 31 contains 2538 members 
Mstep: Class 32 contains 4883 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 22778 members 
Mstep: Class 35 contains 2653 members 
Mstep: Class 36 contains 8668 members 
Mstep: Class 37 contains 3354 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 11179 members 
Mstep: Class 40 contains 3792 members 
Mstep: Class 41 contains 2578 members 
Mstep: Class 42 contains 1952 members 
Mstep: Class 43 contains 1640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283520.000000 Penalty: 151038.062500
Iteration 98Q: 44 clusters Score -1.022835e+08 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 208662 members 
Mstep: Class 3 contains 84237 members 
Mstep: Class 4 contains 13870 members 
Mstep: Class 5 contains 205326 members 
Mstep: Class 6 contains 10105 members 
Mstep: Class 7 contains 3904 members 
Mstep: Class 8 contains 1299 members 
Mstep: Class 9 contains 81032 members 
Mstep: Class 10 contains 368454 members 
Mstep: Class 11 contains 30644 members 
Mstep: Class 12 contains 4069 members 
Mstep: Class 13 contains 4869 members 
Mstep: Class 14 contains 7579 members 
Mstep: Class 15 contains 7648 members 
Mstep: Class 16 contains 126302 members 
Mstep: Class 17 contains 15494 members 
Mstep: Class 18 contains 28313 members 
Mstep: Class 19 contains 2646 members 
Mstep: Class 20 contains 10815 members 
Mstep: Class 21 contains 2653 members 
Mstep: Class 22 contains 6948 members 
Mstep: Class 23 contains 10762 members 
Mstep: Class 24 contains 619 members 
Mstep: Class 25 contains 13212 members 
Mstep: Class 26 contains 13723 members 
Mstep: Class 27 contains 15994 members 
Mstep: Class 28 contains 4249 members 
Mstep: Class 29 contains 33736 members 
Mstep: Class 30 contains 8960 members 
Mstep: Class 31 contains 2541 members 
Mstep: Class 32 contains 4821 members 
Mstep: Class 33 contains 1866 members 
Mstep: Class 34 contains 23037 members 
Mstep: Class 35 contains 2647 members 
Mstep: Class 36 contains 8701 members 
Mstep: Class 37 contains 3374 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 11098 members 
Mstep: Class 40 contains 3793 members 
Mstep: Class 41 contains 2578 members 
Mstep: Class 42 contains 1951 members 
Mstep: Class 43 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283848.000000 Penalty: 151038.062500
Iteration 99Q: 44 clusters Score -1.022838e+08 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 208615 members 
Mstep: Class 3 contains 84164 members 
Mstep: Class 4 contains 13705 members 
Mstep: Class 5 contains 205417 members 
Mstep: Class 6 contains 10140 members 
Mstep: Class 7 contains 3953 members 
Mstep: Class 8 contains 1299 members 
Mstep: Class 9 contains 81038 members 
Mstep: Class 10 contains 368145 members 
Mstep: Class 11 contains 30654 members 
Mstep: Class 12 contains 4083 members 
Mstep: Class 13 contains 4872 members 
Mstep: Class 14 contains 7586 members 
Mstep: Class 15 contains 7637 members 
Mstep: Class 16 contains 126258 members 
Mstep: Class 17 contains 15544 members 
Mstep: Class 18 contains 28333 members 
Mstep: Class 19 contains 2645 members 
Mstep: Class 20 contains 10809 members 
Mstep: Class 21 contains 2691 members 
Mstep: Class 22 contains 7050 members 
Mstep: Class 23 contains 10767 members 
Mstep: Class 24 contains 622 members 
Mstep: Class 25 contains 13185 members 
Mstep: Class 26 contains 13728 members 
Mstep: Class 27 contains 16002 members 
Mstep: Class 28 contains 4253 members 
Mstep: Class 29 contains 33742 members 
Mstep: Class 30 contains 9029 members 
Mstep: Class 31 contains 2545 members 
Mstep: Class 32 contains 4755 members 
Mstep: Class 33 contains 1866 members 
Mstep: Class 34 contains 23261 members 
Mstep: Class 35 contains 2641 members 
Mstep: Class 36 contains 8740 members 
Mstep: Class 37 contains 3393 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 11044 members 
Mstep: Class 40 contains 3793 members 
Mstep: Class 41 contains 2578 members 
Mstep: Class 42 contains 1951 members 
Mstep: Class 43 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102284616.000000 Penalty: 151038.062500
Iteration 100F: 44 clusters Score -1.022846e+08 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 208587 members 
Mstep: Class 3 contains 84094 members 
Mstep: Class 4 contains 13548 members 
Mstep: Class 5 contains 205507 members 
Mstep: Class 6 contains 10182 members 
Mstep: Class 7 contains 3985 members 
Mstep: Class 8 contains 1299 members 
Mstep: Class 9 contains 81040 members 
Mstep: Class 10 contains 367838 members 
Mstep: Class 11 contains 30668 members 
Mstep: Class 12 contains 4062 members 
Mstep: Class 13 contains 4876 members 
Mstep: Class 14 contains 7587 members 
Mstep: Class 15 contains 7626 members 
Mstep: Class 16 contains 126215 members 
Mstep: Class 17 contains 15605 members 
Mstep: Class 18 contains 28341 members 
Mstep: Class 19 contains 2642 members 
Mstep: Class 20 contains 10805 members 
Mstep: Class 21 contains 2771 members 
Mstep: Class 22 contains 7390 members 
Mstep: Class 23 contains 10768 members 
Mstep: Class 24 contains 658 members 
Mstep: Class 25 contains 13167 members 
Mstep: Class 26 contains 13742 members 
Mstep: Class 27 contains 16007 members 
Mstep: Class 28 contains 4258 members 
Mstep: Class 29 contains 33750 members 
Mstep: Class 30 contains 9101 members 
Mstep: Class 31 contains 2548 members 
Mstep: Class 32 contains 4691 members 
Mstep: Class 33 contains 1866 members 
Mstep: Class 34 contains 23477 members 
Mstep: Class 35 contains 2637 members 
Mstep: Class 36 contains 8766 members 
Mstep: Class 37 contains 3422 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 10742 members 
Mstep: Class 40 contains 3796 members 
Mstep: Class 41 contains 2578 members 
Mstep: Class 42 contains 1949 members 
Mstep: Class 43 contains 1636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102285784.000000 Penalty: 151038.062500
Iteration 101Q: 44 clusters Score -1.022858e+08 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 208530 members 
Mstep: Class 3 contains 84009 members 
Mstep: Class 4 contains 13399 members 
Mstep: Class 5 contains 205578 members 
Mstep: Class 6 contains 10223 members 
Mstep: Class 7 contains 4005 members 
Mstep: Class 8 contains 1299 members 
Mstep: Class 9 contains 81031 members 
Mstep: Class 10 contains 367561 members 
Mstep: Class 11 contains 30681 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 4877 members 
Mstep: Class 14 contains 7586 members 
Mstep: Class 15 contains 7610 members 
Mstep: Class 16 contains 126181 members 
Mstep: Class 17 contains 15657 members 
Mstep: Class 18 contains 28341 members 
Mstep: Class 19 contains 2641 members 
Mstep: Class 20 contains 10813 members 
Mstep: Class 21 contains 2851 members 
Mstep: Class 22 contains 7645 members 
Mstep: Class 23 contains 10771 members 
Mstep: Class 24 contains 707 members 
Mstep: Class 25 contains 13147 members 
Mstep: Class 26 contains 13761 members 
Mstep: Class 27 contains 16014 members 
Mstep: Class 28 contains 4259 members 
Mstep: Class 29 contains 33740 members 
Mstep: Class 30 contains 9159 members 
Mstep: Class 31 contains 2550 members 
Mstep: Class 32 contains 4612 members 
Mstep: Class 33 contains 1866 members 
Mstep: Class 34 contains 23690 members 
Mstep: Class 35 contains 2630 members 
Mstep: Class 36 contains 8801 members 
Mstep: Class 37 contains 3454 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10546 members 
Mstep: Class 40 contains 3803 members 
Mstep: Class 41 contains 2578 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102286288.000000 Penalty: 151038.062500
Iteration 102Q: 44 clusters Score -1.022863e+08 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 208469 members 
Mstep: Class 3 contains 83935 members 
Mstep: Class 4 contains 13261 members 
Mstep: Class 5 contains 205642 members 
Mstep: Class 6 contains 10259 members 
Mstep: Class 7 contains 4043 members 
Mstep: Class 8 contains 1299 members 
Mstep: Class 9 contains 81026 members 
Mstep: Class 10 contains 367288 members 
Mstep: Class 11 contains 30695 members 
Mstep: Class 12 contains 4066 members 
Mstep: Class 13 contains 4877 members 
Mstep: Class 14 contains 7580 members 
Mstep: Class 15 contains 7600 members 
Mstep: Class 16 contains 126150 members 
Mstep: Class 17 contains 15693 members 
Mstep: Class 18 contains 28342 members 
Mstep: Class 19 contains 2643 members 
Mstep: Class 20 contains 10810 members 
Mstep: Class 21 contains 2928 members 
Mstep: Class 22 contains 7857 members 
Mstep: Class 23 contains 10777 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 13125 members 
Mstep: Class 26 contains 13780 members 
Mstep: Class 27 contains 16017 members 
Mstep: Class 28 contains 4261 members 
Mstep: Class 29 contains 33758 members 
Mstep: Class 30 contains 9203 members 
Mstep: Class 31 contains 2550 members 
Mstep: Class 32 contains 4555 members 
Mstep: Class 33 contains 1866 members 
Mstep: Class 34 contains 23910 members 
Mstep: Class 35 contains 2623 members 
Mstep: Class 36 contains 8811 members 
Mstep: Class 37 contains 3484 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10384 members 
Mstep: Class 40 contains 3810 members 
Mstep: Class 41 contains 2578 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102286840.000000 Penalty: 151038.062500
Iteration 103Q: 44 clusters Score -1.022868e+08 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 208412 members 
Mstep: Class 3 contains 83874 members 
Mstep: Class 4 contains 13125 members 
Mstep: Class 5 contains 205720 members 
Mstep: Class 6 contains 10297 members 
Mstep: Class 7 contains 4069 members 
Mstep: Class 8 contains 1299 members 
Mstep: Class 9 contains 81020 members 
Mstep: Class 10 contains 366975 members 
Mstep: Class 11 contains 30699 members 
Mstep: Class 12 contains 4084 members 
Mstep: Class 13 contains 4877 members 
Mstep: Class 14 contains 7569 members 
Mstep: Class 15 contains 7591 members 
Mstep: Class 16 contains 126127 members 
Mstep: Class 17 contains 15724 members 
Mstep: Class 18 contains 28334 members 
Mstep: Class 19 contains 2644 members 
Mstep: Class 20 contains 10806 members 
Mstep: Class 21 contains 2999 members 
Mstep: Class 22 contains 8064 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 740 members 
Mstep: Class 25 contains 13106 members 
Mstep: Class 26 contains 13795 members 
Mstep: Class 27 contains 16016 members 
Mstep: Class 28 contains 4263 members 
Mstep: Class 29 contains 33773 members 
Mstep: Class 30 contains 9255 members 
Mstep: Class 31 contains 2547 members 
Mstep: Class 32 contains 4516 members 
Mstep: Class 33 contains 1866 members 
Mstep: Class 34 contains 24150 members 
Mstep: Class 35 contains 2623 members 
Mstep: Class 36 contains 8826 members 
Mstep: Class 37 contains 3518 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10229 members 
Mstep: Class 40 contains 3815 members 
Mstep: Class 41 contains 2578 members 
Mstep: Class 42 contains 1946 members 
Mstep: Class 43 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102287464.000000 Penalty: 151038.062500
Iteration 104Q: 44 clusters Score -1.022875e+08 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 208361 members 
Mstep: Class 3 contains 83815 members 
Mstep: Class 4 contains 12999 members 
Mstep: Class 5 contains 205789 members 
Mstep: Class 6 contains 10330 members 
Mstep: Class 7 contains 4094 members 
Mstep: Class 8 contains 1298 members 
Mstep: Class 9 contains 81013 members 
Mstep: Class 10 contains 366699 members 
Mstep: Class 11 contains 30707 members 
Mstep: Class 12 contains 4102 members 
Mstep: Class 13 contains 4879 members 
Mstep: Class 14 contains 7558 members 
Mstep: Class 15 contains 7586 members 
Mstep: Class 16 contains 126092 members 
Mstep: Class 17 contains 15751 members 
Mstep: Class 18 contains 28336 members 
Mstep: Class 19 contains 2646 members 
Mstep: Class 20 contains 10798 members 
Mstep: Class 21 contains 3062 members 
Mstep: Class 22 contains 8257 members 
Mstep: Class 23 contains 10778 members 
Mstep: Class 24 contains 744 members 
Mstep: Class 25 contains 13091 members 
Mstep: Class 26 contains 13808 members 
Mstep: Class 27 contains 16015 members 
Mstep: Class 28 contains 4264 members 
Mstep: Class 29 contains 33786 members 
Mstep: Class 30 contains 9294 members 
Mstep: Class 31 contains 2547 members 
Mstep: Class 32 contains 4480 members 
Mstep: Class 33 contains 1866 members 
Mstep: Class 34 contains 24361 members 
Mstep: Class 35 contains 2623 members 
Mstep: Class 36 contains 8841 members 
Mstep: Class 37 contains 3532 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10101 members 
Mstep: Class 40 contains 3818 members 
Mstep: Class 41 contains 2578 members 
Mstep: Class 42 contains 1946 members 
Mstep: Class 43 contains 1636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102287664.000000 Penalty: 151038.062500
Iteration 105Q: 44 clusters Score -1.022877e+08 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 208330 members 
Mstep: Class 3 contains 83740 members 
Mstep: Class 4 contains 12877 members 
Mstep: Class 5 contains 205860 members 
Mstep: Class 6 contains 10369 members 
Mstep: Class 7 contains 4133 members 
Mstep: Class 8 contains 1299 members 
Mstep: Class 9 contains 80998 members 
Mstep: Class 10 contains 366432 members 
Mstep: Class 11 contains 30725 members 
Mstep: Class 12 contains 4118 members 
Mstep: Class 13 contains 4882 members 
Mstep: Class 14 contains 7547 members 
Mstep: Class 15 contains 7584 members 
Mstep: Class 16 contains 126046 members 
Mstep: Class 17 contains 15802 members 
Mstep: Class 18 contains 28346 members 
Mstep: Class 19 contains 2647 members 
Mstep: Class 20 contains 10790 members 
Mstep: Class 21 contains 3121 members 
Mstep: Class 22 contains 8428 members 
Mstep: Class 23 contains 10786 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 13078 members 
Mstep: Class 26 contains 13816 members 
Mstep: Class 27 contains 16016 members 
Mstep: Class 28 contains 4268 members 
Mstep: Class 29 contains 33798 members 
Mstep: Class 30 contains 9328 members 
Mstep: Class 31 contains 2548 members 
Mstep: Class 32 contains 4438 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 24548 members 
Mstep: Class 35 contains 2620 members 
Mstep: Class 36 contains 8846 members 
Mstep: Class 37 contains 3550 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 9984 members 
Mstep: Class 40 contains 3821 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1946 members 
Mstep: Class 43 contains 1633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102287936.000000 Penalty: 151038.062500
Iteration 106Q: 44 clusters Score -1.022879e+08 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 208305 members 
Mstep: Class 3 contains 83653 members 
Mstep: Class 4 contains 12758 members 
Mstep: Class 5 contains 205936 members 
Mstep: Class 6 contains 10419 members 
Mstep: Class 7 contains 4171 members 
Mstep: Class 8 contains 1299 members 
Mstep: Class 9 contains 80986 members 
Mstep: Class 10 contains 366179 members 
Mstep: Class 11 contains 30743 members 
Mstep: Class 12 contains 4133 members 
Mstep: Class 13 contains 4883 members 
Mstep: Class 14 contains 7540 members 
Mstep: Class 15 contains 7577 members 
Mstep: Class 16 contains 125992 members 
Mstep: Class 17 contains 15866 members 
Mstep: Class 18 contains 28340 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10785 members 
Mstep: Class 21 contains 3190 members 
Mstep: Class 22 contains 8572 members 
Mstep: Class 23 contains 10794 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 13071 members 
Mstep: Class 26 contains 13824 members 
Mstep: Class 27 contains 16017 members 
Mstep: Class 28 contains 4270 members 
Mstep: Class 29 contains 33803 members 
Mstep: Class 30 contains 9358 members 
Mstep: Class 31 contains 2548 members 
Mstep: Class 32 contains 4412 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 24724 members 
Mstep: Class 35 contains 2615 members 
Mstep: Class 36 contains 8847 members 
Mstep: Class 37 contains 3557 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 9887 members 
Mstep: Class 40 contains 3822 members 
Mstep: Class 41 contains 2576 members 
Mstep: Class 42 contains 1946 members 
Mstep: Class 43 contains 1631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102288320.000000 Penalty: 151038.062500
Iteration 107Q: 44 clusters Score -1.022883e+08 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 208293 members 
Mstep: Class 3 contains 83545 members 
Mstep: Class 4 contains 12630 members 
Mstep: Class 5 contains 206019 members 
Mstep: Class 6 contains 10479 members 
Mstep: Class 7 contains 4200 members 
Mstep: Class 8 contains 1299 members 
Mstep: Class 9 contains 80979 members 
Mstep: Class 10 contains 365935 members 
Mstep: Class 11 contains 30759 members 
Mstep: Class 12 contains 4143 members 
Mstep: Class 13 contains 4883 members 
Mstep: Class 14 contains 7531 members 
Mstep: Class 15 contains 7573 members 
Mstep: Class 16 contains 125948 members 
Mstep: Class 17 contains 15922 members 
Mstep: Class 18 contains 28341 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 10781 members 
Mstep: Class 21 contains 3258 members 
Mstep: Class 22 contains 8723 members 
Mstep: Class 23 contains 10794 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 13062 members 
Mstep: Class 26 contains 13829 members 
Mstep: Class 27 contains 16023 members 
Mstep: Class 28 contains 4271 members 
Mstep: Class 29 contains 33818 members 
Mstep: Class 30 contains 9393 members 
Mstep: Class 31 contains 2551 members 
Mstep: Class 32 contains 4394 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 24887 members 
Mstep: Class 35 contains 2612 members 
Mstep: Class 36 contains 8843 members 
Mstep: Class 37 contains 3557 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 9796 members 
Mstep: Class 40 contains 3826 members 
Mstep: Class 41 contains 2576 members 
Mstep: Class 42 contains 1946 members 
Mstep: Class 43 contains 1632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102288320.000000 Penalty: 151038.062500
Iteration 108Q: 44 clusters Score -1.022883e+08 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 208259 members 
Mstep: Class 3 contains 83450 members 
Mstep: Class 4 contains 12510 members 
Mstep: Class 5 contains 206080 members 
Mstep: Class 6 contains 10540 members 
Mstep: Class 7 contains 4239 members 
Mstep: Class 8 contains 1302 members 
Mstep: Class 9 contains 80971 members 
Mstep: Class 10 contains 365721 members 
Mstep: Class 11 contains 30782 members 
Mstep: Class 12 contains 4150 members 
Mstep: Class 13 contains 4885 members 
Mstep: Class 14 contains 7531 members 
Mstep: Class 15 contains 7568 members 
Mstep: Class 16 contains 125915 members 
Mstep: Class 17 contains 15962 members 
Mstep: Class 18 contains 28344 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10779 members 
Mstep: Class 21 contains 3318 members 
Mstep: Class 22 contains 8876 members 
Mstep: Class 23 contains 10794 members 
Mstep: Class 24 contains 751 members 
Mstep: Class 25 contains 13049 members 
Mstep: Class 26 contains 13837 members 
Mstep: Class 27 contains 16024 members 
Mstep: Class 28 contains 4271 members 
Mstep: Class 29 contains 33828 members 
Mstep: Class 30 contains 9422 members 
Mstep: Class 31 contains 2552 members 
Mstep: Class 32 contains 4364 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 25026 members 
Mstep: Class 35 contains 2609 members 
Mstep: Class 36 contains 8847 members 
Mstep: Class 37 contains 3560 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 9704 members 
Mstep: Class 40 contains 3830 members 
Mstep: Class 41 contains 2576 members 
Mstep: Class 42 contains 1946 members 
Mstep: Class 43 contains 1632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102289192.000000 Penalty: 151038.062500
Iteration 109Q: 44 clusters Score -1.022892e+08 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 208232 members 
Mstep: Class 3 contains 83386 members 
Mstep: Class 4 contains 12398 members 
Mstep: Class 5 contains 206131 members 
Mstep: Class 6 contains 10601 members 
Mstep: Class 7 contains 4258 members 
Mstep: Class 8 contains 1304 members 
Mstep: Class 9 contains 80949 members 
Mstep: Class 10 contains 365537 members 
Mstep: Class 11 contains 30805 members 
Mstep: Class 12 contains 4158 members 
Mstep: Class 13 contains 4887 members 
Mstep: Class 14 contains 7520 members 
Mstep: Class 15 contains 7562 members 
Mstep: Class 16 contains 125896 members 
Mstep: Class 17 contains 15989 members 
Mstep: Class 18 contains 28352 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10779 members 
Mstep: Class 21 contains 3392 members 
Mstep: Class 22 contains 9033 members 
Mstep: Class 23 contains 10793 members 
Mstep: Class 24 contains 752 members 
Mstep: Class 25 contains 13039 members 
Mstep: Class 26 contains 13836 members 
Mstep: Class 27 contains 16017 members 
Mstep: Class 28 contains 4271 members 
Mstep: Class 29 contains 33832 members 
Mstep: Class 30 contains 9443 members 
Mstep: Class 31 contains 2551 members 
Mstep: Class 32 contains 4343 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 25158 members 
Mstep: Class 35 contains 2605 members 
Mstep: Class 36 contains 8847 members 
Mstep: Class 37 contains 3562 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 9599 members 
Mstep: Class 40 contains 3839 members 
Mstep: Class 41 contains 2576 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102289480.000000 Penalty: 151038.062500
Iteration 110Q: 44 clusters Score -1.022895e+08 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 208204 members 
Mstep: Class 3 contains 83322 members 
Mstep: Class 4 contains 12292 members 
Mstep: Class 5 contains 206186 members 
Mstep: Class 6 contains 10664 members 
Mstep: Class 7 contains 4273 members 
Mstep: Class 8 contains 1304 members 
Mstep: Class 9 contains 80921 members 
Mstep: Class 10 contains 365356 members 
Mstep: Class 11 contains 30824 members 
Mstep: Class 12 contains 4161 members 
Mstep: Class 13 contains 4888 members 
Mstep: Class 14 contains 7512 members 
Mstep: Class 15 contains 7557 members 
Mstep: Class 16 contains 125898 members 
Mstep: Class 17 contains 16022 members 
Mstep: Class 18 contains 28354 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10779 members 
Mstep: Class 21 contains 3451 members 
Mstep: Class 22 contains 9183 members 
Mstep: Class 23 contains 10796 members 
Mstep: Class 24 contains 753 members 
Mstep: Class 25 contains 13022 members 
Mstep: Class 26 contains 13838 members 
Mstep: Class 27 contains 16019 members 
Mstep: Class 28 contains 4274 members 
Mstep: Class 29 contains 33816 members 
Mstep: Class 30 contains 9458 members 
Mstep: Class 31 contains 2552 members 
Mstep: Class 32 contains 4323 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 25272 members 
Mstep: Class 35 contains 2603 members 
Mstep: Class 36 contains 8847 members 
Mstep: Class 37 contains 3562 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 9524 members 
Mstep: Class 40 contains 3850 members 
Mstep: Class 41 contains 2576 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102289544.000000 Penalty: 151038.062500
Iteration 111Q: 44 clusters Score -1.022895e+08 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 208183 members 
Mstep: Class 3 contains 83242 members 
Mstep: Class 4 contains 12191 members 
Mstep: Class 5 contains 206236 members 
Mstep: Class 6 contains 10718 members 
Mstep: Class 7 contains 4288 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 80896 members 
Mstep: Class 10 contains 365186 members 
Mstep: Class 11 contains 30847 members 
Mstep: Class 12 contains 4169 members 
Mstep: Class 13 contains 4886 members 
Mstep: Class 14 contains 7497 members 
Mstep: Class 15 contains 7554 members 
Mstep: Class 16 contains 125871 members 
Mstep: Class 17 contains 16066 members 
Mstep: Class 18 contains 28362 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10785 members 
Mstep: Class 21 contains 3530 members 
Mstep: Class 22 contains 9324 members 
Mstep: Class 23 contains 10793 members 
Mstep: Class 24 contains 753 members 
Mstep: Class 25 contains 13001 members 
Mstep: Class 26 contains 13838 members 
Mstep: Class 27 contains 16021 members 
Mstep: Class 28 contains 4277 members 
Mstep: Class 29 contains 33787 members 
Mstep: Class 30 contains 9480 members 
Mstep: Class 31 contains 2551 members 
Mstep: Class 32 contains 4298 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 25393 members 
Mstep: Class 35 contains 2604 members 
Mstep: Class 36 contains 8853 members 
Mstep: Class 37 contains 3552 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 9464 members 
Mstep: Class 40 contains 3860 members 
Mstep: Class 41 contains 2576 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102289752.000000 Penalty: 151038.062500
Iteration 112Q: 44 clusters Score -1.022898e+08 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 208151 members 
Mstep: Class 3 contains 83174 members 
Mstep: Class 4 contains 12096 members 
Mstep: Class 5 contains 206283 members 
Mstep: Class 6 contains 10762 members 
Mstep: Class 7 contains 4303 members 
Mstep: Class 8 contains 1306 members 
Mstep: Class 9 contains 80883 members 
Mstep: Class 10 contains 364988 members 
Mstep: Class 11 contains 30856 members 
Mstep: Class 12 contains 4169 members 
Mstep: Class 13 contains 4889 members 
Mstep: Class 14 contains 7483 members 
Mstep: Class 15 contains 7547 members 
Mstep: Class 16 contains 125853 members 
Mstep: Class 17 contains 16110 members 
Mstep: Class 18 contains 28363 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10784 members 
Mstep: Class 21 contains 3599 members 
Mstep: Class 22 contains 9430 members 
Mstep: Class 23 contains 10799 members 
Mstep: Class 24 contains 753 members 
Mstep: Class 25 contains 12984 members 
Mstep: Class 26 contains 13839 members 
Mstep: Class 27 contains 16015 members 
Mstep: Class 28 contains 4277 members 
Mstep: Class 29 contains 33755 members 
Mstep: Class 30 contains 9484 members 
Mstep: Class 31 contains 2551 members 
Mstep: Class 32 contains 4274 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 25514 members 
Mstep: Class 35 contains 2603 members 
Mstep: Class 36 contains 8869 members 
Mstep: Class 37 contains 3549 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 9483 members 
Mstep: Class 40 contains 3877 members 
Mstep: Class 41 contains 2576 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102290240.000000 Penalty: 151038.062500
Iteration 113Q: 44 clusters Score -1.022902e+08 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 208129 members 
Mstep: Class 3 contains 83100 members 
Mstep: Class 4 contains 11991 members 
Mstep: Class 5 contains 206340 members 
Mstep: Class 6 contains 10785 members 
Mstep: Class 7 contains 4313 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 80862 members 
Mstep: Class 10 contains 364823 members 
Mstep: Class 11 contains 30873 members 
Mstep: Class 12 contains 4174 members 
Mstep: Class 13 contains 4890 members 
Mstep: Class 14 contains 7452 members 
Mstep: Class 15 contains 7539 members 
Mstep: Class 16 contains 125826 members 
Mstep: Class 17 contains 16154 members 
Mstep: Class 18 contains 28361 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10777 members 
Mstep: Class 21 contains 3658 members 
Mstep: Class 22 contains 9540 members 
Mstep: Class 23 contains 10805 members 
Mstep: Class 24 contains 753 members 
Mstep: Class 25 contains 12967 members 
Mstep: Class 26 contains 13845 members 
Mstep: Class 27 contains 16014 members 
Mstep: Class 28 contains 4276 members 
Mstep: Class 29 contains 33696 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 2552 members 
Mstep: Class 32 contains 4256 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 25622 members 
Mstep: Class 35 contains 2604 members 
Mstep: Class 36 contains 8888 members 
Mstep: Class 37 contains 3548 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 9541 members 
Mstep: Class 40 contains 3897 members 
Mstep: Class 41 contains 2576 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102290320.000000 Penalty: 151038.062500
Iteration 114Q: 44 clusters Score -1.022903e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 208106 members 
Mstep: Class 3 contains 83003 members 
Mstep: Class 4 contains 11894 members 
Mstep: Class 5 contains 206387 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 4323 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 80844 members 
Mstep: Class 10 contains 364684 members 
Mstep: Class 11 contains 30883 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 4891 members 
Mstep: Class 14 contains 7439 members 
Mstep: Class 15 contains 7528 members 
Mstep: Class 16 contains 125786 members 
Mstep: Class 17 contains 16185 members 
Mstep: Class 18 contains 28363 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10773 members 
Mstep: Class 21 contains 3704 members 
Mstep: Class 22 contains 9647 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 754 members 
Mstep: Class 25 contains 12949 members 
Mstep: Class 26 contains 13852 members 
Mstep: Class 27 contains 16016 members 
Mstep: Class 28 contains 4276 members 
Mstep: Class 29 contains 33640 members 
Mstep: Class 30 contains 9506 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 4250 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 25722 members 
Mstep: Class 35 contains 2601 members 
Mstep: Class 36 contains 8910 members 
Mstep: Class 37 contains 3549 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 3914 members 
Mstep: Class 41 contains 2576 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102290064.000000 Penalty: 151038.062500
Iteration 115Q: 44 clusters Score -1.022901e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 208085 members 
Mstep: Class 3 contains 82896 members 
Mstep: Class 4 contains 11792 members 
Mstep: Class 5 contains 206409 members 
Mstep: Class 6 contains 10768 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 80814 members 
Mstep: Class 10 contains 364540 members 
Mstep: Class 11 contains 30900 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 4892 members 
Mstep: Class 14 contains 7420 members 
Mstep: Class 15 contains 7513 members 
Mstep: Class 16 contains 125755 members 
Mstep: Class 17 contains 16292 members 
Mstep: Class 18 contains 28360 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10773 members 
Mstep: Class 21 contains 3732 members 
Mstep: Class 22 contains 9740 members 
Mstep: Class 23 contains 10833 members 
Mstep: Class 24 contains 754 members 
Mstep: Class 25 contains 12934 members 
Mstep: Class 26 contains 13856 members 
Mstep: Class 27 contains 16018 members 
Mstep: Class 28 contains 4277 members 
Mstep: Class 29 contains 33591 members 
Mstep: Class 30 contains 9523 members 
Mstep: Class 31 contains 2554 members 
Mstep: Class 32 contains 4245 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 25825 members 
Mstep: Class 35 contains 2600 members 
Mstep: Class 36 contains 8927 members 
Mstep: Class 37 contains 3551 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 9729 members 
Mstep: Class 40 contains 3930 members 
Mstep: Class 41 contains 2576 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102290312.000000 Penalty: 151038.062500
Iteration 116Q: 44 clusters Score -1.022903e+08 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 208070 members 
Mstep: Class 3 contains 82802 members 
Mstep: Class 4 contains 11661 members 
Mstep: Class 5 contains 206426 members 
Mstep: Class 6 contains 10766 members 
Mstep: Class 7 contains 4328 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 80774 members 
Mstep: Class 10 contains 364418 members 
Mstep: Class 11 contains 30914 members 
Mstep: Class 12 contains 4182 members 
Mstep: Class 13 contains 4893 members 
Mstep: Class 14 contains 7409 members 
Mstep: Class 15 contains 7498 members 
Mstep: Class 16 contains 125716 members 
Mstep: Class 17 contains 16443 members 
Mstep: Class 18 contains 28356 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10769 members 
Mstep: Class 21 contains 3752 members 
Mstep: Class 22 contains 9819 members 
Mstep: Class 23 contains 10855 members 
Mstep: Class 24 contains 754 members 
Mstep: Class 25 contains 12922 members 
Mstep: Class 26 contains 13860 members 
Mstep: Class 27 contains 16022 members 
Mstep: Class 28 contains 4278 members 
Mstep: Class 29 contains 33531 members 
Mstep: Class 30 contains 9519 members 
Mstep: Class 31 contains 2556 members 
Mstep: Class 32 contains 4233 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 25927 members 
Mstep: Class 35 contains 2600 members 
Mstep: Class 36 contains 8948 members 
Mstep: Class 37 contains 3549 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 9831 members 
Mstep: Class 40 contains 3947 members 
Mstep: Class 41 contains 2576 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102290520.000000 Penalty: 151038.062500
Iteration 117Q: 44 clusters Score -1.022905e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 208052 members 
Mstep: Class 3 contains 82701 members 
Mstep: Class 4 contains 11543 members 
Mstep: Class 5 contains 206459 members 
Mstep: Class 6 contains 10739 members 
Mstep: Class 7 contains 4330 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 80756 members 
Mstep: Class 10 contains 364267 members 
Mstep: Class 11 contains 30939 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 4894 members 
Mstep: Class 14 contains 7383 members 
Mstep: Class 15 contains 7471 members 
Mstep: Class 16 contains 125672 members 
Mstep: Class 17 contains 16585 members 
Mstep: Class 18 contains 28355 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 10767 members 
Mstep: Class 21 contains 3779 members 
Mstep: Class 22 contains 9908 members 
Mstep: Class 23 contains 10865 members 
Mstep: Class 24 contains 754 members 
Mstep: Class 25 contains 12913 members 
Mstep: Class 26 contains 13867 members 
Mstep: Class 27 contains 16019 members 
Mstep: Class 28 contains 4280 members 
Mstep: Class 29 contains 33480 members 
Mstep: Class 30 contains 9525 members 
Mstep: Class 31 contains 2559 members 
Mstep: Class 32 contains 4227 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 26035 members 
Mstep: Class 35 contains 2599 members 
Mstep: Class 36 contains 8966 members 
Mstep: Class 37 contains 3544 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 9928 members 
Mstep: Class 40 contains 3978 members 
Mstep: Class 41 contains 2576 members 
Mstep: Class 42 contains 1946 members 
Mstep: Class 43 contains 1634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102290592.000000 Penalty: 151038.062500
Iteration 118Q: 44 clusters Score -1.022906e+08 nChanged 1236
Entering ConstructFrom: 
Score: -102290592.000000 Penalty: 151038.062500
Entering ConstructFrom: 
Trying to split cluster 1 (18684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Entering Unmasked Estep 
Score: -1223366.500000 Penalty: 2439.184814
	Iteration 0F: 2 clusters Score -1223366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1210212.375000 Penalty: 4878.369629
	Iteration 0F: 3 clusters Score -1210212 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1214904.500000 Penalty: 4878.369629
	Iteration 1F: 3 clusters Score -1214904 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1215847.875000 Penalty: 4878.369629
	Iteration 2F: 3 clusters Score -1215848 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1216786.750000 Penalty: 4878.369629
	Iteration 3F: 3 clusters Score -1216787 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1217573.375000 Penalty: 4878.369629
	Iteration 4F: 3 clusters Score -1217573 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1218183.250000 Penalty: 4878.369629
	Iteration 5F: 3 clusters Score -1218183 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1218630.875000 Penalty: 4878.369629
	Iteration 6Q: 3 clusters Score -1218631 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1218918.500000 Penalty: 4878.369629
	Iteration 7Q: 3 clusters Score -1218918 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1219138.750000 Penalty: 4878.369629
	Iteration 8Q: 3 clusters Score -1219139 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1219275.625000 Penalty: 4878.369629
	Iteration 9Q: 3 clusters Score -1219276 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1219360.125000 Penalty: 4878.369629
	Iteration 10Q: 3 clusters Score -1219360 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1219413.500000 Penalty: 4878.369629
	Iteration 11Q: 3 clusters Score -1219414 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1219457.500000 Penalty: 4878.369629
	Iteration 12Q: 3 clusters Score -1219458 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1219486.250000 Penalty: 4878.369629
	Iteration 13Q: 3 clusters Score -1219486 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1219520.000000 Penalty: 4878.369629
	Iteration 14Q: 3 clusters Score -1219520 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1219559.625000 Penalty: 4878.369629
	Iteration 15Q: 3 clusters Score -1219560 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1219602.125000 Penalty: 4878.369629
	Iteration 16Q: 3 clusters Score -1219602 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1219655.875000 Penalty: 4878.369629
	Iteration 17Q: 3 clusters Score -1219656 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1219701.875000 Penalty: 4878.369629
	Iteration 18Q: 3 clusters Score -1219702 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1219763.125000 Penalty: 4878.369629
	Iteration 19Q: 3 clusters Score -1219763 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1219833.875000 Penalty: 4878.369629
	Iteration 20F: 3 clusters Score -1219834 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1219916.000000 Penalty: 4878.369629
	Iteration 21Q: 3 clusters Score -1219916 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1220020.750000 Penalty: 4878.369629
	Iteration 22Q: 3 clusters Score -1220021 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1220128.875000 Penalty: 4878.369629
	Iteration 23Q: 3 clusters Score -1220129 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1220270.500000 Penalty: 4878.369629
	Iteration 24Q: 3 clusters Score -1220270 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1220415.625000 Penalty: 4878.369629
	Iteration 25Q: 3 clusters Score -1220416 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1220577.000000 Penalty: 4878.369629
	Iteration 26Q: 3 clusters Score -1220577 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1220764.750000 Penalty: 4878.369629
	Iteration 27Q: 3 clusters Score -1220765 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1220962.625000 Penalty: 4878.369629
	Iteration 28Q: 3 clusters Score -1220963 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1221134.750000 Penalty: 4878.369629
	Iteration 29Q: 3 clusters Score -1221135 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1221305.750000 Penalty: 4878.369629
	Iteration 30Q: 3 clusters Score -1221306 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1221481.625000 Penalty: 4878.369629
	Iteration 31Q: 3 clusters Score -1221482 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1221623.500000 Penalty: 4878.369629
	Iteration 32Q: 3 clusters Score -1221624 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1221740.750000 Penalty: 4878.369629
	Iteration 33Q: 3 clusters Score -1221741 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1221840.875000 Penalty: 4878.369629
	Iteration 34Q: 3 clusters Score -1221841 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1221928.250000 Penalty: 4878.369629
	Iteration 35Q: 3 clusters Score -1221928 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1221995.875000 Penalty: 4878.369629
	Iteration 36Q: 3 clusters Score -1221996 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1222041.125000 Penalty: 4878.369629
	Iteration 37Q: 3 clusters Score -1222041 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1222086.750000 Penalty: 4878.369629
	Iteration 38Q: 3 clusters Score -1222087 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1222117.375000 Penalty: 4878.369629
	Iteration 39Q: 3 clusters Score -1222117 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1222147.875000 Penalty: 4878.369629
	Iteration 40F: 3 clusters Score -1222148 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1222181.750000 Penalty: 4878.369629
	Iteration 41Q: 3 clusters Score -1222182 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1222209.500000 Penalty: 4878.369629
	Iteration 42Q: 3 clusters Score -1222210 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1222226.250000 Penalty: 4878.369629
	Iteration 43Q: 3 clusters Score -1222226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1222240.375000 Penalty: 4878.369629
	Iteration 44Q: 3 clusters Score -1222240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1222246.375000 Penalty: 4878.369629
	Iteration 45Q: 3 clusters Score -1222246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1222255.625000 Penalty: 4878.369629
	Iteration 46Q: 3 clusters Score -1222256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1222263.625000 Penalty: 4878.369629
	Iteration 47Q: 3 clusters Score -1222264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1222270.375000 Penalty: 4878.369629
	Iteration 48Q: 3 clusters Score -1222270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1222275.000000 Penalty: 4878.369629
	Iteration 49Q: 3 clusters Score -1222275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1222278.375000 Penalty: 4878.369629
	Iteration 50Q: 3 clusters Score -1222278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1222281.250000 Penalty: 4878.369629
	Iteration 51Q: 3 clusters Score -1222281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1222284.750000 Penalty: 4878.369629
	Iteration 52Q: 3 clusters Score -1222285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1222285.000000 Penalty: 4878.369629
	Iteration 53Q: 3 clusters Score -1222285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1222287.500000 Penalty: 4878.369629
	Iteration 54Q: 3 clusters Score -1222288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1222295.625000 Penalty: 4878.369629
	Iteration 55Q: 3 clusters Score -1222296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1222302.750000 Penalty: 4878.369629
	Iteration 56Q: 3 clusters Score -1222303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1222311.125000 Penalty: 4878.369629
	Iteration 57Q: 3 clusters Score -1222311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1222313.500000 Penalty: 4878.369629
	Iteration 58Q: 3 clusters Score -1222314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1222315.750000 Penalty: 4878.369629
	Iteration 59Q: 3 clusters Score -1222316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1222315.375000 Penalty: 4878.369629
	Iteration 60F: 3 clusters Score -1222315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1222318.000000 Penalty: 4878.369629
	Iteration 61Q: 3 clusters Score -1222318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1222317.000000 Penalty: 4878.369629
	Iteration 62Q: 3 clusters Score -1222317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1222317.000000 Penalty: 4878.369629
	Iteration 63Q: 3 clusters Score -1222317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1222319.750000 Penalty: 4878.369629
	Iteration 64Q: 3 clusters Score -1222320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1222319.750000 Penalty: 4878.369629
	Iteration 65F: 3 clusters Score -1222320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (208035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208035 members 
Entering Unmasked Estep 
Score: -15553865.000000 Penalty: 3036.874512
	Iteration 0F: 2 clusters Score -1.555386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103985 members 
Mstep: Class 2 contains 104050 members 
Entering Unmasked Estep 
Score: -15414254.000000 Penalty: 6073.749023
	Iteration 0F: 3 clusters Score -1.541425e+07 nChanged 100034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102459 members 
Mstep: Class 2 contains 105576 members 
Entering Unmasked Estep 
Score: -15473102.000000 Penalty: 6073.749023
	Iteration 1F: 3 clusters Score -1.54731e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101276 members 
Mstep: Class 2 contains 106759 members 
Entering Unmasked Estep 
Score: -15474389.000000 Penalty: 6073.749023
	Iteration 2Q: 3 clusters Score -1.547439e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99295 members 
Mstep: Class 2 contains 108740 members 
Entering Unmasked Estep 
Score: -15476003.000000 Penalty: 6073.749023
	Iteration 3Q: 3 clusters Score -1.5476e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96156 members 
Mstep: Class 2 contains 111879 members 
Entering Unmasked Estep 
Score: -15478136.000000 Penalty: 6073.749023
	Iteration 4Q: 3 clusters Score -1.547814e+07 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91149 members 
Mstep: Class 2 contains 116886 members 
Entering Unmasked Estep 
Score: -15482125.000000 Penalty: 6073.749023
	Iteration 5Q: 3 clusters Score -1.548212e+07 nChanged 11385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84032 members 
Mstep: Class 2 contains 124003 members 
Entering Unmasked Estep 
Score: -15487612.000000 Penalty: 6073.749023
	Iteration 6F: 3 clusters Score -1.548761e+07 nChanged 13124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74890 members 
Mstep: Class 2 contains 133145 members 
Entering Unmasked Estep 
Score: -15494805.000000 Penalty: 6073.749023
	Iteration 7F: 3 clusters Score -1.54948e+07 nChanged 13778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64472 members 
Mstep: Class 2 contains 143563 members 
Entering Unmasked Estep 
Score: -15502785.000000 Penalty: 6073.749023
	Iteration 8F: 3 clusters Score -1.550278e+07 nChanged 13205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53441 members 
Mstep: Class 2 contains 154594 members 
Entering Unmasked Estep 
Score: -15511051.000000 Penalty: 6073.749023
	Iteration 9F: 3 clusters Score -1.551105e+07 nChanged 12176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 165680 members 
Entering Unmasked Estep 
Score: -15518765.000000 Penalty: 6073.749023
	Iteration 10F: 3 clusters Score -1.551876e+07 nChanged 10905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 176271 members 
Entering Unmasked Estep 
Score: -15526016.000000 Penalty: 6073.749023
	Iteration 11F: 3 clusters Score -1.552602e+07 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 185992 members 
Entering Unmasked Estep 
Score: -15533486.000000 Penalty: 6073.749023
	Iteration 12Q: 3 clusters Score -1.553349e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 194337 members 
Entering Unmasked Estep 
Score: -15540208.000000 Penalty: 6073.749023
	Iteration 13Q: 3 clusters Score -1.554021e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 200429 members 
Entering Unmasked Estep 
Score: -15545374.000000 Penalty: 6073.749023
	Iteration 14Q: 3 clusters Score -1.554537e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 204010 members 
Entering Unmasked Estep 
Score: -15548532.000000 Penalty: 6073.749023
	Iteration 15Q: 3 clusters Score -1.554853e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 205844 members 
Entering Unmasked Estep 
Score: -15549983.000000 Penalty: 6073.749023
	Iteration 16Q: 3 clusters Score -1.554998e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 206681 members 
Entering Unmasked Estep 
Score: -15550674.000000 Penalty: 6073.749023
	Iteration 17Q: 3 clusters Score -1.555067e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 207023 members 
Entering Unmasked Estep 
Score: -15550933.000000 Penalty: 6073.749023
	Iteration 18Q: 3 clusters Score -1.555093e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 207171 members 
Entering Unmasked Estep 
Score: -15551117.000000 Penalty: 6073.749023
	Iteration 19Q: 3 clusters Score -1.555112e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 207232 members 
Entering Unmasked Estep 
Score: -15551163.000000 Penalty: 6073.749023
	Iteration 20F: 3 clusters Score -1.555116e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 207286 members 
Entering Unmasked Estep 
Score: -15551228.000000 Penalty: 6073.749023
	Iteration 21Q: 3 clusters Score -1.555123e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 207327 members 
Entering Unmasked Estep 
Score: -15551276.000000 Penalty: 6073.749023
	Iteration 22Q: 3 clusters Score -1.555128e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 207350 members 
Entering Unmasked Estep 
Score: -15551286.000000 Penalty: 6073.749023
	Iteration 23Q: 3 clusters Score -1.555129e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 207364 members 
Entering Unmasked Estep 
Score: -15551308.000000 Penalty: 6073.749023
	Iteration 24Q: 3 clusters Score -1.555131e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 207377 members 
Entering Unmasked Estep 
Score: -15551309.000000 Penalty: 6073.749023
	Iteration 25Q: 3 clusters Score -1.555131e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 207389 members 
Entering Unmasked Estep 
Score: -15551339.000000 Penalty: 6073.749023
	Iteration 26Q: 3 clusters Score -1.555134e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 207399 members 
Entering Unmasked Estep 
Score: -15551336.000000 Penalty: 6073.749023
	Iteration 27Q: 3 clusters Score -1.555134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 207404 members 
Entering Unmasked Estep 
Score: -15551335.000000 Penalty: 6073.749023
	Iteration 28Q: 3 clusters Score -1.555134e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 207410 members 
Entering Unmasked Estep 
Score: -15551342.000000 Penalty: 6073.749023
	Iteration 29Q: 3 clusters Score -1.555134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 207410 members 
Entering Unmasked Estep 
Score: -15551345.000000 Penalty: 6073.749023
	Iteration 30Q: 3 clusters Score -1.555134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 207413 members 
Entering Unmasked Estep 
Score: -15551362.000000 Penalty: 6073.749023
	Iteration 31Q: 3 clusters Score -1.555136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 207414 members 
Entering Unmasked Estep 
Score: -15551352.000000 Penalty: 6073.749023
	Iteration 32Q: 3 clusters Score -1.555135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 207418 members 
Entering Unmasked Estep 
Score: -15551366.000000 Penalty: 6073.749023
	Iteration 33Q: 3 clusters Score -1.555137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 207419 members 
Entering Unmasked Estep 
Score: -15551374.000000 Penalty: 6073.749023
	Iteration 34Q: 3 clusters Score -1.555137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 207419 members 
Entering Unmasked Estep 
Score: -15551364.000000 Penalty: 6073.749023
	Iteration 35Q: 3 clusters Score -1.555136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 207422 members 
Entering Unmasked Estep 
Score: -15551377.000000 Penalty: 6073.749023
	Iteration 36Q: 3 clusters Score -1.555138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 207424 members 
Entering Unmasked Estep 
Score: -15551375.000000 Penalty: 6073.749023
	Iteration 37Q: 3 clusters Score -1.555138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 207425 members 
Entering Unmasked Estep 
Score: -15551374.000000 Penalty: 6073.749023
	Iteration 38Q: 3 clusters Score -1.555137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 207425 members 
Entering Unmasked Estep 
Score: -15551374.000000 Penalty: 6073.749023
	Iteration 39F: 3 clusters Score -1.555137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (82612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82612 members 
Entering Unmasked Estep 
Score: -6262391.000000 Penalty: 2807.833740
	Iteration 0F: 2 clusters Score -6262391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -6207275.500000 Penalty: 5615.667480
	Iteration 0F: 3 clusters Score -6207276 nChanged 38711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -6229293.500000 Penalty: 5615.667480
	Iteration 1F: 3 clusters Score -6229294 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -6230043.500000 Penalty: 5615.667480
	Iteration 2Q: 3 clusters Score -6230044 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -6230808.500000 Penalty: 5615.667480
	Iteration 3Q: 3 clusters Score -6230808 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -6231616.000000 Penalty: 5615.667480
	Iteration 4Q: 3 clusters Score -6231616 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -6232682.500000 Penalty: 5615.667480
	Iteration 5Q: 3 clusters Score -6232682 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -6234211.500000 Penalty: 5615.667480
	Iteration 6Q: 3 clusters Score -6234212 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -6236398.000000 Penalty: 5615.667480
	Iteration 7Q: 3 clusters Score -6236398 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -6239725.500000 Penalty: 5615.667480
	Iteration 8F: 3 clusters Score -6239726 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -6243962.000000 Penalty: 5615.667480
	Iteration 9F: 3 clusters Score -6243962 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -6247898.500000 Penalty: 5615.667480
	Iteration 10F: 3 clusters Score -6247898 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -6250303.500000 Penalty: 5615.667480
	Iteration 11F: 3 clusters Score -6250304 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -6251390.500000 Penalty: 5615.667480
	Iteration 12Q: 3 clusters Score -6251390 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -6252056.000000 Penalty: 5615.667480
	Iteration 13Q: 3 clusters Score -6252056 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -6252576.500000 Penalty: 5615.667480
	Iteration 14Q: 3 clusters Score -6252576 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -6253101.000000 Penalty: 5615.667480
	Iteration 15Q: 3 clusters Score -6253101 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -6253657.500000 Penalty: 5615.667480
	Iteration 16Q: 3 clusters Score -6253658 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -6254183.500000 Penalty: 5615.667480
	Iteration 17Q: 3 clusters Score -6254184 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -6254751.500000 Penalty: 5615.667480
	Iteration 18Q: 3 clusters Score -6254752 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -6255266.000000 Penalty: 5615.667480
	Iteration 19Q: 3 clusters Score -6255266 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -6255763.000000 Penalty: 5615.667480
	Iteration 20F: 3 clusters Score -6255763 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -6256208.000000 Penalty: 5615.667480
	Iteration 21Q: 3 clusters Score -6256208 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -6256650.500000 Penalty: 5615.667480
	Iteration 22Q: 3 clusters Score -6256650 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6256910 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6257168 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 52201 members 
Entering Unmasked Estep 
Score: -6257375.500000 Penalty: 5615.667480
	Iteration 25Q: 3 clusters Score -6257376 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -6257482.500000 Penalty: 5615.667480
	Iteration 26Q: 3 clusters Score -6257482 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6257593 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 54118 members 
Entering Unmasked Estep 
Score: -6257708.000000 Penalty: 5615.667480
	Iteration 28Q: 3 clusters Score -6257708 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -6257825.000000 Penalty: 5615.667480
	Iteration 29Q: 3 clusters Score -6257825 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 55123 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6257899 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6257975 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 55983 members 
Entering Unmasked Estep 
Score: -6258002.500000 Penalty: 5615.667480
	Iteration 32Q: 3 clusters Score -6258002 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 56388 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6258064 nChanged 377
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 56765 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6258126 nChanged 360
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 57125 members 
Entering Unmasked Estep 
Score: -6258142.500000 Penalty: 5615.667480
	Iteration 35Q: 3 clusters Score -6258142 nChanged 353
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 57478 members 
Entering Unmasked Estep 
Score: -6258176.000000 Penalty: 5615.667480
	Iteration 36Q: 3 clusters Score -6258176 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -6258244.000000 Penalty: 5615.667480
	Iteration 37Q: 3 clusters Score -6258244 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 58160 members 
Entering Unmasked Estep 
Score: -6258316.000000 Penalty: 5615.667480
	Iteration 38Q: 3 clusters Score -6258316 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 58493 members 
Entering Unmasked Estep 
Score: -6258344.000000 Penalty: 5615.667480
	Iteration 39Q: 3 clusters Score -6258344 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 58803 members 
Entering Unmasked Estep 
Score: -6258375.000000 Penalty: 5615.667480
	Iteration 40F: 3 clusters Score -6258375 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 59115 members 
Entering Unmasked Estep 
Score: -6258405.500000 Penalty: 5615.667480
	Iteration 41Q: 3 clusters Score -6258406 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6258458 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 59699 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6258483 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 59966 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6258498 nChanged 238
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 60204 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6258552 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 60449 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6258558 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 60683 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6258570 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -6258603.500000 Penalty: 5615.667480
	Iteration 48Q: 3 clusters Score -6258604 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 61096 members 
Entering Unmasked Estep 
Score: -6258605.500000 Penalty: 5615.667480
	Iteration 49Q: 3 clusters Score -6258606 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 61298 members 
Entering Unmasked Estep 
Score: -6258651.500000 Penalty: 5615.667480
	Iteration 50Q: 3 clusters Score -6258652 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 61468 members 
Entering Unmasked Estep 
Score: -6258671.500000 Penalty: 5615.667480
	Iteration 51Q: 3 clusters Score -6258672 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 61646 members 
Entering Unmasked Estep 
Score: -6258654.500000 Penalty: 5615.667480
	Iteration 52Q: 3 clusters Score -6258654 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 61824 members 
Entering Unmasked Estep 
Score: -6258684.500000 Penalty: 5615.667480
	Iteration 53Q: 3 clusters Score -6258684 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 61996 members 
Entering Unmasked Estep 
Score: -6258704.500000 Penalty: 5615.667480
	Iteration 54Q: 3 clusters Score -6258704 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 62156 members 
Entering Unmasked Estep 
Score: -6258730.500000 Penalty: 5615.667480
	Iteration 55Q: 3 clusters Score -6258730 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 62318 members 
Entering Unmasked Estep 
Score: -6258721.500000 Penalty: 5615.667480
	Iteration 56Q: 3 clusters Score -6258722 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 62505 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6258743 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 62671 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6258750 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 62819 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6258758 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 62959 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6258787 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 63077 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6258796 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 63186 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6258791 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 63295 members 
Entering Unmasked Estep 
Score: -6258781.000000 Penalty: 5615.667480
	Iteration 63Q: 3 clusters Score -6258781 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 63397 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6258785 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 63510 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6258793 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 63624 members 
Entering Unmasked Estep 
Score: -6258814.500000 Penalty: 5615.667480
	Iteration 66Q: 3 clusters Score -6258814 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 63733 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6258799 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 63834 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6258802 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 63936 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6258787 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 64027 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6258801 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 64112 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6258801 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 64196 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6258802 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 64274 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6258816 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 64364 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6258832 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 64474 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6258830 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 64588 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6258858 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 64686 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6258880 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 64779 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6258882 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 64865 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6258893 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 64937 members 
Entering Unmasked Estep 
Score: -6258906.500000 Penalty: 5615.667480
	Iteration 80F: 3 clusters Score -6258906 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 64999 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6258916 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 65065 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6258926 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6258910 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 65200 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6258916 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 65260 members 
Entering Unmasked Estep 
Score: -6258921.500000 Penalty: 5615.667480
	Iteration 85Q: 3 clusters Score -6258922 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 65316 members 
Entering Unmasked Estep 
Score: -6258932.500000 Penalty: 5615.667480
	Iteration 86Q: 3 clusters Score -6258932 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 65366 members 
Entering Unmasked Estep 
Score: -6258928.500000 Penalty: 5615.667480
	Iteration 87Q: 3 clusters Score -6258928 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 65421 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6258937 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 65483 members 
Entering Unmasked Estep 
Score: -6258946.000000 Penalty: 5615.667480
	Iteration 89Q: 3 clusters Score -6258946 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 65545 members 
Entering Unmasked Estep 
Score: -6258949.500000 Penalty: 5615.667480
	Iteration 90Q: 3 clusters Score -6258950 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 65594 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6258940 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 65628 members 
Entering Unmasked Estep 
Score: -6258951.500000 Penalty: 5615.667480
	Iteration 92Q: 3 clusters Score -6258952 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 65654 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6258954 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 65679 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6258967 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 65706 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6258970 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 65734 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6258970 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 65762 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6258958 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 65786 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6258966 nChanged 16
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Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 65802 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6258970 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 65813 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6258970 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 65824 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6258969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 65830 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6258972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 65835 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6258971 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 65839 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6258970 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 65841 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6258972 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 65844 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6258972 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 65851 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6258972 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 65856 members 
Entering Unmasked Estep 
Score: -6258963.500000 Penalty: 5615.667480
	Iteration 108Q: 3 clusters Score -6258964 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 65860 members 
Entering Unmasked Estep 
Score: -6258967.500000 Penalty: 5615.667480
	Iteration 109Q: 3 clusters Score -6258968 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 65866 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6258970 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 65873 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6258968 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 65882 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6258960 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 65897 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6258964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 65921 members 
Entering Unmasked Estep 
Score: -6258961.500000 Penalty: 5615.667480
	Iteration 114Q: 3 clusters Score -6258962 nChanged 13
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Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 65932 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6258957 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 65945 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6258966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 65954 members 
Entering Unmasked Estep 
Score: -6258964.000000 Penalty: 5615.667480
	Iteration 117Q: 3 clusters Score -6258964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 65963 members 
Entering Unmasked Estep 
Score: -6258963.000000 Penalty: 5615.667480
	Iteration 118Q: 3 clusters Score -6258963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 65975 members 
Entering Unmasked Estep 
Score: -6258961.000000 Penalty: 5615.667480
	Iteration 119Q: 3 clusters Score -6258961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 65986 members 
Entering Unmasked Estep 
Score: -6258964.000000 Penalty: 5615.667480
	Iteration 120F: 3 clusters Score -6258964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 65994 members 
Entering Unmasked Estep 
Score: -6258959.500000 Penalty: 5615.667480
	Iteration 121Q: 3 clusters Score -6258960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 65999 members 
Entering Unmasked Estep 
Score: -6258964.000000 Penalty: 5615.667480
	Iteration 122Q: 3 clusters Score -6258964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 66005 members 
Entering Unmasked Estep 
Score: -6258961.000000 Penalty: 5615.667480
	Iteration 123Q: 3 clusters Score -6258961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 66014 members 
Entering Unmasked Estep 
Score: -6258961.500000 Penalty: 5615.667480
	Iteration 124Q: 3 clusters Score -6258962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 66024 members 
Entering Unmasked Estep 
Score: -6258961.000000 Penalty: 5615.667480
	Iteration 125Q: 3 clusters Score -6258961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 66038 members 
Entering Unmasked Estep 
Score: -6258966.000000 Penalty: 5615.667480
	Iteration 126Q: 3 clusters Score -6258966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 66052 members 
Entering Unmasked Estep 
Score: -6258973.000000 Penalty: 5615.667480
	Iteration 127Q: 3 clusters Score -6258973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 66071 members 
Entering Unmasked Estep 
Score: -6258973.500000 Penalty: 5615.667480
	Iteration 128Q: 3 clusters Score -6258974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 66095 members 
Entering Unmasked Estep 
Score: -6258978.500000 Penalty: 5615.667480
	Iteration 129Q: 3 clusters Score -6258978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 66113 members 
Entering Unmasked Estep 
Score: -6258975.000000 Penalty: 5615.667480
	Iteration 130Q: 3 clusters Score -6258975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 66131 members 
Entering Unmasked Estep 
Score: -6258981.500000 Penalty: 5615.667480
	Iteration 131Q: 3 clusters Score -6258982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 66140 members 
Entering Unmasked Estep 
Score: -6258974.000000 Penalty: 5615.667480
	Iteration 132Q: 3 clusters Score -6258974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -6258973.500000 Penalty: 5615.667480
	Iteration 133Q: 3 clusters Score -6258974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 66163 members 
Entering Unmasked Estep 
Score: -6258969.500000 Penalty: 5615.667480
	Iteration 134Q: 3 clusters Score -6258970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 66178 members 
Entering Unmasked Estep 
Score: -6258969.000000 Penalty: 5615.667480
	Iteration 135Q: 3 clusters Score -6258969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 66188 members 
Entering Unmasked Estep 
Score: -6258967.000000 Penalty: 5615.667480
	Iteration 136Q: 3 clusters Score -6258967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 66200 members 
Entering Unmasked Estep 
Score: -6258973.500000 Penalty: 5615.667480
	Iteration 137Q: 3 clusters Score -6258974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 66213 members 
Entering Unmasked Estep 
Score: -6258985.500000 Penalty: 5615.667480
	Iteration 138Q: 3 clusters Score -6258986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 66228 members 
Entering Unmasked Estep 
Score: -6258973.000000 Penalty: 5615.667480
	Iteration 139Q: 3 clusters Score -6258973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 66242 members 
Entering Unmasked Estep 
Score: -6258974.000000 Penalty: 5615.667480
	Iteration 140F: 3 clusters Score -6258974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -6258975.000000 Penalty: 5615.667480
	Iteration 141Q: 3 clusters Score -6258975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 66260 members 
Entering Unmasked Estep 
Score: -6258973.000000 Penalty: 5615.667480
	Iteration 142Q: 3 clusters Score -6258973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 66274 members 
Entering Unmasked Estep 
Score: -6258976.000000 Penalty: 5615.667480
	Iteration 143Q: 3 clusters Score -6258976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 66288 members 
Entering Unmasked Estep 
Score: -6258985.000000 Penalty: 5615.667480
	Iteration 144Q: 3 clusters Score -6258985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 66300 members 
Entering Unmasked Estep 
Score: -6258981.500000 Penalty: 5615.667480
	Iteration 145Q: 3 clusters Score -6258982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 66314 members 
Entering Unmasked Estep 
Score: -6258993.500000 Penalty: 5615.667480
	Iteration 146Q: 3 clusters Score -6258994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 66325 members 
Entering Unmasked Estep 
Score: -6259009.500000 Penalty: 5615.667480
	Iteration 147Q: 3 clusters Score -6259010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 66337 members 
Entering Unmasked Estep 
Score: -6259018.000000 Penalty: 5615.667480
	Iteration 148Q: 3 clusters Score -6259018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 66345 members 
Entering Unmasked Estep 
Score: -6259018.000000 Penalty: 5615.667480
	Iteration 149Q: 3 clusters Score -6259018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 66354 members 
Entering Unmasked Estep 
Score: -6259021.000000 Penalty: 5615.667480
	Iteration 150Q: 3 clusters Score -6259021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 66365 members 
Entering Unmasked Estep 
Score: -6259016.000000 Penalty: 5615.667480
	Iteration 151Q: 3 clusters Score -6259016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 66372 members 
Entering Unmasked Estep 
Score: -6259018.500000 Penalty: 5615.667480
	Iteration 152Q: 3 clusters Score -6259018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 66381 members 
Entering Unmasked Estep 
Score: -6259013.000000 Penalty: 5615.667480
	Iteration 153Q: 3 clusters Score -6259013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 66385 members 
Entering Unmasked Estep 
Score: -6259010.500000 Penalty: 5615.667480
	Iteration 154Q: 3 clusters Score -6259010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 66386 members 
Entering Unmasked Estep 
Score: -6259010.000000 Penalty: 5615.667480
	Iteration 155Q: 3 clusters Score -6259010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 66390 members 
Entering Unmasked Estep 
Score: -6259012.000000 Penalty: 5615.667480
	Iteration 156Q: 3 clusters Score -6259012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
Score: -6259007.500000 Penalty: 5615.667480
	Iteration 157Q: 3 clusters Score -6259008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 66397 members 
Entering Unmasked Estep 
Score: -6259011.500000 Penalty: 5615.667480
	Iteration 158Q: 3 clusters Score -6259012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 66399 members 
Entering Unmasked Estep 
Score: -6259010.000000 Penalty: 5615.667480
	Iteration 159Q: 3 clusters Score -6259010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 66399 members 
Entering Unmasked Estep 
Score: -6259010.000000 Penalty: 5615.667480
	Iteration 160F: 3 clusters Score -6259010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -717262.812500 Penalty: 2317.072266
	Iteration 0F: 2 clusters Score -717262.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -708734.937500 Penalty: 4634.144531
	Iteration 0F: 3 clusters Score -708734.9 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -711787.625000 Penalty: 4634.144531
	Iteration 1F: 3 clusters Score -711787.6 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -712585.500000 Penalty: 4634.144531
	Iteration 2F: 3 clusters Score -712585.5 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -713329.500000 Penalty: 4634.144531
	Iteration 3F: 3 clusters Score -713329.5 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -713980.312500 Penalty: 4634.144531
	Iteration 4F: 3 clusters Score -713980.3 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -714550.125000 Penalty: 4634.144531
	Iteration 5F: 3 clusters Score -714550.1 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -715018.437500 Penalty: 4634.144531
	Iteration 6F: 3 clusters Score -715018.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -715326.312500 Penalty: 4634.144531
	Iteration 7Q: 3 clusters Score -715326.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -715497.062500 Penalty: 4634.144531
	Iteration 8Q: 3 clusters Score -715497.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -715604.375000 Penalty: 4634.144531
	Iteration 9Q: 3 clusters Score -715604.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -715679.875000 Penalty: 4634.144531
	Iteration 10Q: 3 clusters Score -715679.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -715730.750000 Penalty: 4634.144531
	Iteration 11Q: 3 clusters Score -715730.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -715771.125000 Penalty: 4634.144531
	Iteration 12Q: 3 clusters Score -715771.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -715814.062500 Penalty: 4634.144531
	Iteration 13Q: 3 clusters Score -715814.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -715860.312500 Penalty: 4634.144531
	Iteration 14Q: 3 clusters Score -715860.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -715901.875000 Penalty: 4634.144531
	Iteration 15Q: 3 clusters Score -715901.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -715940.000000 Penalty: 4634.144531
	Iteration 16Q: 3 clusters Score -715940 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -715968.687500 Penalty: 4634.144531
	Iteration 17Q: 3 clusters Score -715968.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -715991.375000 Penalty: 4634.144531
	Iteration 18Q: 3 clusters Score -715991.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -716009.500000 Penalty: 4634.144531
	Iteration 19Q: 3 clusters Score -716009.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -716025.437500 Penalty: 4634.144531
	Iteration 20F: 3 clusters Score -716025.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -716040.000000 Penalty: 4634.144531
	Iteration 21Q: 3 clusters Score -716040 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -716052.187500 Penalty: 4634.144531
	Iteration 22Q: 3 clusters Score -716052.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -716058.375000 Penalty: 4634.144531
	Iteration 23Q: 3 clusters Score -716058.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -716064.375000 Penalty: 4634.144531
	Iteration 24Q: 3 clusters Score -716064.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -716071.125000 Penalty: 4634.144531
	Iteration 25Q: 3 clusters Score -716071.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -716075.187500 Penalty: 4634.144531
	Iteration 26Q: 3 clusters Score -716075.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -716079.125000 Penalty: 4634.144531
	Iteration 27Q: 3 clusters Score -716079.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -716082.812500 Penalty: 4634.144531
	Iteration 28Q: 3 clusters Score -716082.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -716082.750000 Penalty: 4634.144531
	Iteration 29Q: 3 clusters Score -716082.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -716087.687500 Penalty: 4634.144531
	Iteration 30Q: 3 clusters Score -716087.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -716100.750000 Penalty: 4634.144531
	Iteration 31Q: 3 clusters Score -716100.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -716112.500000 Penalty: 4634.144531
	Iteration 32Q: 3 clusters Score -716112.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -716121.750000 Penalty: 4634.144531
	Iteration 33Q: 3 clusters Score -716121.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -716130.062500 Penalty: 4634.144531
	Iteration 34Q: 3 clusters Score -716130.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -716141.687500 Penalty: 4634.144531
	Iteration 35Q: 3 clusters Score -716141.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -716152.437500 Penalty: 4634.144531
	Iteration 36Q: 3 clusters Score -716152.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -716165.312500 Penalty: 4634.144531
	Iteration 37Q: 3 clusters Score -716165.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -716175.250000 Penalty: 4634.144531
	Iteration 38Q: 3 clusters Score -716175.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -716182.187500 Penalty: 4634.144531
	Iteration 39Q: 3 clusters Score -716182.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -716190.562500 Penalty: 4634.144531
	Iteration 40F: 3 clusters Score -716190.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -716197.000000 Penalty: 4634.144531
	Iteration 41Q: 3 clusters Score -716197 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -716206.750000 Penalty: 4634.144531
	Iteration 42Q: 3 clusters Score -716206.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -716212.250000 Penalty: 4634.144531
	Iteration 43Q: 3 clusters Score -716212.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -716216.875000 Penalty: 4634.144531
	Iteration 44Q: 3 clusters Score -716216.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -716221.062500 Penalty: 4634.144531
	Iteration 45Q: 3 clusters Score -716221.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -716225.687500 Penalty: 4634.144531
	Iteration 46Q: 3 clusters Score -716225.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -716227.437500 Penalty: 4634.144531
	Iteration 47Q: 3 clusters Score -716227.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -716230.875000 Penalty: 4634.144531
	Iteration 48Q: 3 clusters Score -716230.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -716240.062500 Penalty: 4634.144531
	Iteration 49Q: 3 clusters Score -716240.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -716243.687500 Penalty: 4634.144531
	Iteration 50Q: 3 clusters Score -716243.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -716249.562500 Penalty: 4634.144531
	Iteration 51Q: 3 clusters Score -716249.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -716258.875000 Penalty: 4634.144531
	Iteration 52Q: 3 clusters Score -716258.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -716266.562500 Penalty: 4634.144531
	Iteration 53Q: 3 clusters Score -716266.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -716271.375000 Penalty: 4634.144531
	Iteration 54Q: 3 clusters Score -716271.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -716280.375000 Penalty: 4634.144531
	Iteration 55Q: 3 clusters Score -716280.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -716286.562500 Penalty: 4634.144531
	Iteration 56Q: 3 clusters Score -716286.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -716288.062500 Penalty: 4634.144531
	Iteration 57Q: 3 clusters Score -716288.1 nChanged 15
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: -716290.375000 Penalty: 4634.144531
	Iteration 58Q: 3 clusters Score -716290.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -716293.000000 Penalty: 4634.144531
	Iteration 59Q: 3 clusters Score -716293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -716296.187500 Penalty: 4634.144531
	Iteration 60F: 3 clusters Score -716296.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -716301.187500 Penalty: 4634.144531
	Iteration 61Q: 3 clusters Score -716301.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -716306.437500 Penalty: 4634.144531
	Iteration 62Q: 3 clusters Score -716306.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -716306.250000 Penalty: 4634.144531
	Iteration 63Q: 3 clusters Score -716306.2 nChanged 13
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: -716309.687500 Penalty: 4634.144531
	Iteration 64Q: 3 clusters Score -716309.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -716312.812500 Penalty: 4634.144531
	Iteration 65Q: 3 clusters Score -716312.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -716316.062500 Penalty: 4634.144531
	Iteration 66Q: 3 clusters Score -716316.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -716318.875000 Penalty: 4634.144531
	Iteration 67Q: 3 clusters Score -716318.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -716320.812500 Penalty: 4634.144531
	Iteration 68Q: 3 clusters Score -716320.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -716319.812500 Penalty: 4634.144531
	Iteration 69Q: 3 clusters Score -716319.8 nChanged 4
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: -716322.750000 Penalty: 4634.144531
	Iteration 70Q: 3 clusters Score -716322.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -716324.125000 Penalty: 4634.144531
	Iteration 71Q: 3 clusters Score -716324.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -716323.250000 Penalty: 4634.144531
	Iteration 72Q: 3 clusters Score -716323.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -716323.125000 Penalty: 4634.144531
	Iteration 73Q: 3 clusters Score -716323.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -716323.312500 Penalty: 4634.144531
	Iteration 74Q: 3 clusters Score -716323.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -716323.062500 Penalty: 4634.144531
	Iteration 75Q: 3 clusters Score -716323.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -716323.062500 Penalty: 4634.144531
	Iteration 76F: 3 clusters Score -716323.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (206501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206501 members 
Entering Unmasked Estep 
Score: -15882750.000000 Penalty: 3035.039062
	Iteration 0F: 2 clusters Score -1.588275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103056 members 
Mstep: Class 2 contains 103445 members 
Entering Unmasked Estep 
Score: -15744424.000000 Penalty: 6070.078125
	Iteration 0F: 3 clusters Score -1.574442e+07 nChanged 99205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98671 members 
Mstep: Class 2 contains 107830 members 
Entering Unmasked Estep 
Score: -15802647.000000 Penalty: 6070.078125
	Iteration 1F: 3 clusters Score -1.580265e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95987 members 
Mstep: Class 2 contains 110514 members 
Entering Unmasked Estep 
Score: -15803836.000000 Penalty: 6070.078125
	Iteration 2Q: 3 clusters Score -1.580384e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91816 members 
Mstep: Class 2 contains 114685 members 
Entering Unmasked Estep 
Score: -15805553.000000 Penalty: 6070.078125
	Iteration 3Q: 3 clusters Score -1.580555e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85476 members 
Mstep: Class 2 contains 121025 members 
Entering Unmasked Estep 
Score: -15808365.000000 Penalty: 6070.078125
	Iteration 4Q: 3 clusters Score -1.580836e+07 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76011 members 
Mstep: Class 2 contains 130490 members 
Entering Unmasked Estep 
Score: -15813540.000000 Penalty: 6070.078125
	Iteration 5F: 3 clusters Score -1.581354e+07 nChanged 13692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62763 members 
Mstep: Class 2 contains 143738 members 
Entering Unmasked Estep 
Score: -15822356.000000 Penalty: 6070.078125
	Iteration 6F: 3 clusters Score -1.582236e+07 nChanged 16873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 160445 members 
Entering Unmasked Estep 
Score: -15836055.000000 Penalty: 6070.078125
	Iteration 7F: 3 clusters Score -1.583606e+07 nChanged 17868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 178277 members 
Entering Unmasked Estep 
Score: -15853131.000000 Penalty: 6070.078125
	Iteration 8F: 3 clusters Score -1.585313e+07 nChanged 14367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 192638 members 
Entering Unmasked Estep 
Score: -15867116.000000 Penalty: 6070.078125
	Iteration 9F: 3 clusters Score -1.586712e+07 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 200789 members 
Entering Unmasked Estep 
Score: -15875060.000000 Penalty: 6070.078125
	Iteration 10Q: 3 clusters Score -1.587506e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 204240 members 
Entering Unmasked Estep 
Score: -15878172.000000 Penalty: 6070.078125
	Iteration 11Q: 3 clusters Score -1.587817e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 205474 members 
Entering Unmasked Estep 
Score: -15879252.000000 Penalty: 6070.078125
	Iteration 12Q: 3 clusters Score -1.587925e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 205863 members 
Entering Unmasked Estep 
Score: -15879579.000000 Penalty: 6070.078125
	Iteration 13Q: 3 clusters Score -1.587958e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 206003 members 
Entering Unmasked Estep 
Score: -15879765.000000 Penalty: 6070.078125
	Iteration 14Q: 3 clusters Score -1.587976e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 206070 members 
Entering Unmasked Estep 
Score: -15879856.000000 Penalty: 6070.078125
	Iteration 15Q: 3 clusters Score -1.587986e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 206113 members 
Entering Unmasked Estep 
Score: -15879924.000000 Penalty: 6070.078125
	Iteration 16Q: 3 clusters Score -1.587992e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 206136 members 
Entering Unmasked Estep 
Score: -15879964.000000 Penalty: 6070.078125
	Iteration 17Q: 3 clusters Score -1.587996e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 206151 members 
Entering Unmasked Estep 
Score: -15879993.000000 Penalty: 6070.078125
	Iteration 18Q: 3 clusters Score -1.587999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 206156 members 
Entering Unmasked Estep 
Score: -15880009.000000 Penalty: 6070.078125
	Iteration 19Q: 3 clusters Score -1.588001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 206163 members 
Entering Unmasked Estep 
Score: -15880028.000000 Penalty: 6070.078125
	Iteration 20F: 3 clusters Score -1.588003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 206166 members 
Entering Unmasked Estep 
Score: -15880030.000000 Penalty: 6070.078125
	Iteration 21Q: 3 clusters Score -1.588003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 206168 members 
Entering Unmasked Estep 
Score: -15880045.000000 Penalty: 6070.078125
	Iteration 22Q: 3 clusters Score -1.588004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 206169 members 
Entering Unmasked Estep 
Score: -15880051.000000 Penalty: 6070.078125
	Iteration 23Q: 3 clusters Score -1.588005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 206171 members 
Entering Unmasked Estep 
Score: -15880050.000000 Penalty: 6070.078125
	Iteration 24Q: 3 clusters Score -1.588005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 206172 members 
Entering Unmasked Estep 
Score: -15880065.000000 Penalty: 6070.078125
	Iteration 25Q: 3 clusters Score -1.588006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 206172 members 
Entering Unmasked Estep 
Score: -15880073.000000 Penalty: 6070.078125
	Iteration 26Q: 3 clusters Score -1.588007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 206174 members 
Entering Unmasked Estep 
Score: -15880079.000000 Penalty: 6070.078125
	Iteration 27Q: 3 clusters Score -1.588008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 206174 members 
Entering Unmasked Estep 
Score: -15880079.000000 Penalty: 6070.078125
	Iteration 28F: 3 clusters Score -1.588008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Entering Unmasked Estep 
Score: -780942.875000 Penalty: 2301.268066
	Iteration 0F: 2 clusters Score -780942.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -772761.125000 Penalty: 4602.536133
	Iteration 0F: 3 clusters Score -772761.1 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -775321.687500 Penalty: 4602.536133
	Iteration 1F: 3 clusters Score -775321.7 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -775830.562500 Penalty: 4602.536133
	Iteration 2F: 3 clusters Score -775830.6 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -776313.562500 Penalty: 4602.536133
	Iteration 3F: 3 clusters Score -776313.6 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -776804.875000 Penalty: 4602.536133
	Iteration 4F: 3 clusters Score -776804.9 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -777230.375000 Penalty: 4602.536133
	Iteration 5F: 3 clusters Score -777230.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -777538.062500 Penalty: 4602.536133
	Iteration 6Q: 3 clusters Score -777538.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -777787.687500 Penalty: 4602.536133
	Iteration 7Q: 3 clusters Score -777787.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -777981.437500 Penalty: 4602.536133
	Iteration 8Q: 3 clusters Score -777981.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -778146.062500 Penalty: 4602.536133
	Iteration 9Q: 3 clusters Score -778146.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -778286.375000 Penalty: 4602.536133
	Iteration 10Q: 3 clusters Score -778286.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -778401.125000 Penalty: 4602.536133
	Iteration 11Q: 3 clusters Score -778401.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -778503.937500 Penalty: 4602.536133
	Iteration 12Q: 3 clusters Score -778503.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -778614.750000 Penalty: 4602.536133
	Iteration 13Q: 3 clusters Score -778614.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -778713.375000 Penalty: 4602.536133
	Iteration 14Q: 3 clusters Score -778713.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -778805.375000 Penalty: 4602.536133
	Iteration 15Q: 3 clusters Score -778805.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -778886.812500 Penalty: 4602.536133
	Iteration 16Q: 3 clusters Score -778886.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -778936.812500 Penalty: 4602.536133
	Iteration 17Q: 3 clusters Score -778936.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -778975.625000 Penalty: 4602.536133
	Iteration 18Q: 3 clusters Score -778975.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -779010.875000 Penalty: 4602.536133
	Iteration 19Q: 3 clusters Score -779010.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -779038.500000 Penalty: 4602.536133
	Iteration 20F: 3 clusters Score -779038.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -779068.812500 Penalty: 4602.536133
	Iteration 21Q: 3 clusters Score -779068.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -779098.187500 Penalty: 4602.536133
	Iteration 22Q: 3 clusters Score -779098.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -779118.125000 Penalty: 4602.536133
	Iteration 23Q: 3 clusters Score -779118.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -779137.750000 Penalty: 4602.536133
	Iteration 24Q: 3 clusters Score -779137.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -779154.375000 Penalty: 4602.536133
	Iteration 25Q: 3 clusters Score -779154.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -779177.312500 Penalty: 4602.536133
	Iteration 26Q: 3 clusters Score -779177.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -779184.875000 Penalty: 4602.536133
	Iteration 27Q: 3 clusters Score -779184.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -779191.750000 Penalty: 4602.536133
	Iteration 28Q: 3 clusters Score -779191.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -779196.875000 Penalty: 4602.536133
	Iteration 29Q: 3 clusters Score -779196.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -779201.937500 Penalty: 4602.536133
	Iteration 30Q: 3 clusters Score -779201.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -779210.937500 Penalty: 4602.536133
	Iteration 31Q: 3 clusters Score -779210.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -779219.062500 Penalty: 4602.536133
	Iteration 32Q: 3 clusters Score -779219.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -779226.937500 Penalty: 4602.536133
	Iteration 33Q: 3 clusters Score -779226.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -779228.437500 Penalty: 4602.536133
	Iteration 34Q: 3 clusters Score -779228.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -779230.312500 Penalty: 4602.536133
	Iteration 35Q: 3 clusters Score -779230.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -779232.125000 Penalty: 4602.536133
	Iteration 36Q: 3 clusters Score -779232.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -779233.625000 Penalty: 4602.536133
	Iteration 37Q: 3 clusters Score -779233.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -779235.875000 Penalty: 4602.536133
	Iteration 38Q: 3 clusters Score -779235.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -779238.562500 Penalty: 4602.536133
	Iteration 39Q: 3 clusters Score -779238.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -779242.125000 Penalty: 4602.536133
	Iteration 40F: 3 clusters Score -779242.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -779245.000000 Penalty: 4602.536133
	Iteration 41Q: 3 clusters Score -779245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -779252.562500 Penalty: 4602.536133
	Iteration 42Q: 3 clusters Score -779252.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -779260.937500 Penalty: 4602.536133
	Iteration 43Q: 3 clusters Score -779260.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -779268.187500 Penalty: 4602.536133
	Iteration 44Q: 3 clusters Score -779268.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -779277.125000 Penalty: 4602.536133
	Iteration 45Q: 3 clusters Score -779277.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -779293.687500 Penalty: 4602.536133
	Iteration 46Q: 3 clusters Score -779293.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -779306.750000 Penalty: 4602.536133
	Iteration 47Q: 3 clusters Score -779306.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -779312.375000 Penalty: 4602.536133
	Iteration 48Q: 3 clusters Score -779312.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -779317.125000 Penalty: 4602.536133
	Iteration 49Q: 3 clusters Score -779317.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -779324.625000 Penalty: 4602.536133
	Iteration 50Q: 3 clusters Score -779324.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -779327.000000 Penalty: 4602.536133
	Iteration 51Q: 3 clusters Score -779327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -779329.875000 Penalty: 4602.536133
	Iteration 52Q: 3 clusters Score -779329.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -779328.500000 Penalty: 4602.536133
	Iteration 53Q: 3 clusters Score -779328.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -779332.125000 Penalty: 4602.536133
	Iteration 54Q: 3 clusters Score -779332.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -779332.937500 Penalty: 4602.536133
	Iteration 55Q: 3 clusters Score -779332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -779332.875000 Penalty: 4602.536133
	Iteration 56Q: 3 clusters Score -779332.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -779337.937500 Penalty: 4602.536133
	Iteration 57Q: 3 clusters Score -779337.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -779338.437500 Penalty: 4602.536133
	Iteration 58Q: 3 clusters Score -779338.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -779339.625000 Penalty: 4602.536133
	Iteration 59Q: 3 clusters Score -779339.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -779341.500000 Penalty: 4602.536133
	Iteration 60F: 3 clusters Score -779341.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -779342.875000 Penalty: 4602.536133
	Iteration 61Q: 3 clusters Score -779342.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -779343.562500 Penalty: 4602.536133
	Iteration 62Q: 3 clusters Score -779343.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -779343.562500 Penalty: 4602.536133
	Iteration 63F: 3 clusters Score -779343.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -298579.343750 Penalty: 2077.099121
	Iteration 0F: 2 clusters Score -298579.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -294502.343750 Penalty: 4154.198242
	Iteration 0F: 3 clusters Score -294502.3 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -296061.906250 Penalty: 4154.198242
	Iteration 1F: 3 clusters Score -296061.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -296749.187500 Penalty: 4154.198242
	Iteration 2F: 3 clusters Score -296749.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -297190.968750 Penalty: 4154.198242
	Iteration 3F: 3 clusters Score -297191 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -297484.093750 Penalty: 4154.198242
	Iteration 4F: 3 clusters Score -297484.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -297745.718750 Penalty: 4154.198242
	Iteration 5F: 3 clusters Score -297745.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -298125.781250 Penalty: 4154.198242
	Iteration 6Q: 3 clusters Score -298125.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -298461.312500 Penalty: 4154.198242
	Iteration 7Q: 3 clusters Score -298461.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -298636.906250 Penalty: 4154.198242
	Iteration 8Q: 3 clusters Score -298636.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -298724.062500 Penalty: 4154.198242
	Iteration 9Q: 3 clusters Score -298724.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -298809.218750 Penalty: 4154.198242
	Iteration 10Q: 3 clusters Score -298809.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -298885.125000 Penalty: 4154.198242
	Iteration 11Q: 3 clusters Score -298885.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -298985.625000 Penalty: 4154.198242
	Iteration 12Q: 3 clusters Score -298985.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -299176.718750 Penalty: 4154.198242
	Iteration 13Q: 3 clusters Score -299176.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -299455.093750 Penalty: 4154.198242
	Iteration 14Q: 3 clusters Score -299455.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -299573.500000 Penalty: 4154.198242
	Iteration 15Q: 3 clusters Score -299573.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -299601.312500 Penalty: 4154.198242
	Iteration 16Q: 3 clusters Score -299601.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -299611.843750 Penalty: 4154.198242
	Iteration 17Q: 3 clusters Score -299611.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -299616.125000 Penalty: 4154.198242
	Iteration 18Q: 3 clusters Score -299616.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -299618.656250 Penalty: 4154.198242
	Iteration 19Q: 3 clusters Score -299618.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -299620.281250 Penalty: 4154.198242
	Iteration 20F: 3 clusters Score -299620.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -299621.031250 Penalty: 4154.198242
	Iteration 21Q: 3 clusters Score -299621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -299621.750000 Penalty: 4154.198242
	Iteration 22Q: 3 clusters Score -299621.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -299621.750000 Penalty: 4154.198242
	Iteration 23F: 3 clusters Score -299621.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 208035 members 
Mstep: Class 3 contains 82612 members 
Mstep: Class 4 contains 11419 members 
Mstep: Class 5 contains 206501 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 2862 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 80736 members 
Mstep: Class 10 contains 364112 members 
Mstep: Class 11 contains 30956 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 4895 members 
Mstep: Class 14 contains 7370 members 
Mstep: Class 15 contains 7448 members 
Mstep: Class 16 contains 125632 members 
Mstep: Class 17 contains 16741 members 
Mstep: Class 18 contains 28356 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 10755 members 
Mstep: Class 21 contains 3804 members 
Mstep: Class 22 contains 9979 members 
Mstep: Class 23 contains 10867 members 
Mstep: Class 24 contains 754 members 
Mstep: Class 25 contains 12909 members 
Mstep: Class 26 contains 13871 members 
Mstep: Class 27 contains 16021 members 
Mstep: Class 28 contains 4287 members 
Mstep: Class 29 contains 33452 members 
Mstep: Class 30 contains 9531 members 
Mstep: Class 31 contains 2559 members 
Mstep: Class 32 contains 4225 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 26152 members 
Mstep: Class 35 contains 2596 members 
Mstep: Class 36 contains 8984 members 
Mstep: Class 37 contains 3535 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 9996 members 
Mstep: Class 40 contains 3998 members 
Mstep: Class 41 contains 2576 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1631 members 
Mstep: Class 44 contains 1477 members 
Entering Unmasked Estep 
Score: -102290352.000000 Penalty: 154550.578125
Splitting cluster 7 changes total score from -102290592.000000 to -102290352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -91818.406250 Penalty: 1779.141602
	Iteration 0F: 2 clusters Score -91818.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -89661.695312 Penalty: 3558.283203
	Iteration 0F: 3 clusters Score -89661.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -90032.718750 Penalty: 3558.283203
	Iteration 1F: 3 clusters Score -90032.72 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -90172.671875 Penalty: 3558.283203
	Iteration 2F: 3 clusters Score -90172.67 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -90277.867188 Penalty: 3558.283203
	Iteration 3Q: 3 clusters Score -90277.87 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -90392.007812 Penalty: 3558.283203
	Iteration 4Q: 3 clusters Score -90392.01 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -90471.351562 Penalty: 3558.283203
	Iteration 5Q: 3 clusters Score -90471.35 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -90525.382812 Penalty: 3558.283203
	Iteration 6Q: 3 clusters Score -90525.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -90573.906250 Penalty: 3558.283203
	Iteration 7Q: 3 clusters Score -90573.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -90634.148438 Penalty: 3558.283203
	Iteration 8Q: 3 clusters Score -90634.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -90674.375000 Penalty: 3558.283203
	Iteration 9Q: 3 clusters Score -90674.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -90718.953125 Penalty: 3558.283203
	Iteration 10Q: 3 clusters Score -90718.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -90778.351562 Penalty: 3558.283203
	Iteration 11Q: 3 clusters Score -90778.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -90854.695312 Penalty: 3558.283203
	Iteration 12Q: 3 clusters Score -90854.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -90927.765625 Penalty: 3558.283203
	Iteration 13Q: 3 clusters Score -90927.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -90962.039062 Penalty: 3558.283203
	Iteration 14Q: 3 clusters Score -90962.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -90992.289062 Penalty: 3558.283203
	Iteration 15Q: 3 clusters Score -90992.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -91004.898438 Penalty: 3558.283203
	Iteration 16Q: 3 clusters Score -91004.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -91017.523438 Penalty: 3558.283203
	Iteration 17Q: 3 clusters Score -91017.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -91021.023438 Penalty: 3558.283203
	Iteration 18Q: 3 clusters Score -91021.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -91021.546875 Penalty: 3558.283203
	Iteration 19Q: 3 clusters Score -91021.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -91021.546875 Penalty: 3558.283203
	Iteration 20F: 3 clusters Score -91021.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80736 members 
Entering Unmasked Estep 
Score: -6154740.500000 Penalty: 2802.136963
	Iteration 0F: 2 clusters Score -6154740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -6100658.500000 Penalty: 5604.273926
	Iteration 0F: 3 clusters Score -6100658 nChanged 37996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -6122020.500000 Penalty: 5604.273926
	Iteration 1F: 3 clusters Score -6122020 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -6122985.000000 Penalty: 5604.273926
	Iteration 2Q: 3 clusters Score -6122985 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -6124379.500000 Penalty: 5604.273926
	Iteration 3Q: 3 clusters Score -6124380 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -6126834.500000 Penalty: 5604.273926
	Iteration 4F: 3 clusters Score -6126834 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 57710 members 
Entering Unmasked Estep 
Score: -6131208.000000 Penalty: 5604.273926
	Iteration 5F: 3 clusters Score -6131208 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 64481 members 
Entering Unmasked Estep 
Score: -6137420.000000 Penalty: 5604.273926
	Iteration 6F: 3 clusters Score -6137420 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 70738 members 
Entering Unmasked Estep 
Score: -6143633.000000 Penalty: 5604.273926
	Iteration 7F: 3 clusters Score -6143633 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 75277 members 
Entering Unmasked Estep 
Score: -6148116.500000 Penalty: 5604.273926
	Iteration 8F: 3 clusters Score -6148116 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 77741 members 
Entering Unmasked Estep 
Score: -6150474.500000 Penalty: 5604.273926
	Iteration 9Q: 3 clusters Score -6150474 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 78866 members 
Entering Unmasked Estep 
Score: -6151595.000000 Penalty: 5604.273926
	Iteration 10Q: 3 clusters Score -6151595 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 79312 members 
Entering Unmasked Estep 
Score: -6152085.000000 Penalty: 5604.273926
	Iteration 11Q: 3 clusters Score -6152085 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 79472 members 
Entering Unmasked Estep 
Score: -6152294.500000 Penalty: 5604.273926
	Iteration 12Q: 3 clusters Score -6152294 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 79554 members 
Entering Unmasked Estep 
Score: -6152436.000000 Penalty: 5604.273926
	Iteration 13Q: 3 clusters Score -6152436 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 79620 members 
Entering Unmasked Estep 
Score: -6152517.000000 Penalty: 5604.273926
	Iteration 14Q: 3 clusters Score -6152517 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 79667 members 
Entering Unmasked Estep 
Score: -6152553.500000 Penalty: 5604.273926
	Iteration 15Q: 3 clusters Score -6152554 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 79707 members 
Entering Unmasked Estep 
Score: -6152592.000000 Penalty: 5604.273926
	Iteration 16Q: 3 clusters Score -6152592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 79733 members 
Entering Unmasked Estep 
Score: -6152617.500000 Penalty: 5604.273926
	Iteration 17Q: 3 clusters Score -6152618 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 79755 members 
Entering Unmasked Estep 
Score: -6152646.500000 Penalty: 5604.273926
	Iteration 18Q: 3 clusters Score -6152646 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 79777 members 
Entering Unmasked Estep 
Score: -6152651.500000 Penalty: 5604.273926
	Iteration 19Q: 3 clusters Score -6152652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 79789 members 
Entering Unmasked Estep 
Score: -6152667.000000 Penalty: 5604.273926
	Iteration 20F: 3 clusters Score -6152667 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 79802 members 
Entering Unmasked Estep 
Score: -6152664.000000 Penalty: 5604.273926
	Iteration 21Q: 3 clusters Score -6152664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 79811 members 
Entering Unmasked Estep 
Score: -6152675.000000 Penalty: 5604.273926
	Iteration 22Q: 3 clusters Score -6152675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 79815 members 
Entering Unmasked Estep 
Score: -6152683.500000 Penalty: 5604.273926
	Iteration 23Q: 3 clusters Score -6152684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 79820 members 
Entering Unmasked Estep 
Score: -6152682.500000 Penalty: 5604.273926
	Iteration 24Q: 3 clusters Score -6152682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 79824 members 
Entering Unmasked Estep 
Score: -6152680.500000 Penalty: 5604.273926
	Iteration 25Q: 3 clusters Score -6152680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 79826 members 
Entering Unmasked Estep 
Score: -6152683.000000 Penalty: 5604.273926
	Iteration 26Q: 3 clusters Score -6152683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 79827 members 
Entering Unmasked Estep 
Score: -6152686.000000 Penalty: 5604.273926
	Iteration 27Q: 3 clusters Score -6152686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 79827 members 
Entering Unmasked Estep 
Score: -6152686.000000 Penalty: 5604.273926
	Iteration 28F: 3 clusters Score -6152686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (364112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364112 members 
Entering Unmasked Estep 
Score: -27202894.000000 Penalty: 3175.693848
	Iteration 0F: 2 clusters Score -2.720289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182074 members 
Mstep: Class 2 contains 182038 members 
Entering Unmasked Estep 
Score: -26958756.000000 Penalty: 6351.387695
	Iteration 0F: 3 clusters Score -2.695876e+07 nChanged 176481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182587 members 
Mstep: Class 2 contains 181525 members 
Entering Unmasked Estep 
Score: -27063304.000000 Penalty: 6351.387695
	Iteration 1F: 3 clusters Score -2.70633e+07 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182097 members 
Mstep: Class 2 contains 182015 members 
Entering Unmasked Estep 
Score: -27065884.000000 Penalty: 6351.387695
	Iteration 2Q: 3 clusters Score -2.706588e+07 nChanged 11245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181016 members 
Mstep: Class 2 contains 183096 members 
Entering Unmasked Estep 
Score: -27068864.000000 Penalty: 6351.387695
	Iteration 3Q: 3 clusters Score -2.706886e+07 nChanged 13262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178910 members 
Mstep: Class 2 contains 185202 members 
Entering Unmasked Estep 
Score: -27073618.000000 Penalty: 6351.387695
	Iteration 4Q: 3 clusters Score -2.707362e+07 nChanged 16066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175152 members 
Mstep: Class 2 contains 188960 members 
Entering Unmasked Estep 
Score: -27079880.000000 Penalty: 6351.387695
	Iteration 5Q: 3 clusters Score -2.707988e+07 nChanged 19013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169247 members 
Mstep: Class 2 contains 194865 members 
Entering Unmasked Estep 
Score: -27088788.000000 Penalty: 6351.387695
	Iteration 6F: 3 clusters Score -2.708879e+07 nChanged 21494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160941 members 
Mstep: Class 2 contains 203171 members 
Entering Unmasked Estep 
Score: -27099138.000000 Penalty: 6351.387695
	Iteration 7F: 3 clusters Score -2.709914e+07 nChanged 21748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151171 members 
Mstep: Class 2 contains 212941 members 
Entering Unmasked Estep 
Score: -27109482.000000 Penalty: 6351.387695
	Iteration 8F: 3 clusters Score -2.710948e+07 nChanged 19836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140411 members 
Mstep: Class 2 contains 223701 members 
Entering Unmasked Estep 
Score: -27118336.000000 Penalty: 6351.387695
	Iteration 9F: 3 clusters Score -2.711834e+07 nChanged 17017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129196 members 
Mstep: Class 2 contains 234916 members 
Entering Unmasked Estep 
Score: -27126170.000000 Penalty: 6351.387695
	Iteration 10Q: 3 clusters Score -2.712617e+07 nChanged 14720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117302 members 
Mstep: Class 2 contains 246810 members 
Entering Unmasked Estep 
Score: -27133854.000000 Penalty: 6351.387695
	Iteration 11Q: 3 clusters Score -2.713385e+07 nChanged 13422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104868 members 
Mstep: Class 2 contains 259244 members 
Entering Unmasked Estep 
Score: -27141468.000000 Penalty: 6351.387695
	Iteration 12Q: 3 clusters Score -2.714147e+07 nChanged 13134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92032 members 
Mstep: Class 2 contains 272080 members 
Entering Unmasked Estep 
Score: -27150988.000000 Penalty: 6351.387695
	Iteration 13Q: 3 clusters Score -2.715099e+07 nChanged 12349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79911 members 
Mstep: Class 2 contains 284201 members 
Entering Unmasked Estep 
Score: -27160678.000000 Penalty: 6351.387695
	Iteration 14Q: 3 clusters Score -2.716068e+07 nChanged 10972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69211 members 
Mstep: Class 2 contains 294901 members 
Entering Unmasked Estep 
Score: -27169024.000000 Penalty: 6351.387695
	Iteration 15Q: 3 clusters Score -2.716902e+07 nChanged 9181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60244 members 
Mstep: Class 2 contains 303868 members 
Entering Unmasked Estep 
Score: -27174896.000000 Penalty: 6351.387695
	Iteration 16Q: 3 clusters Score -2.71749e+07 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 311443 members 
Entering Unmasked Estep 
Score: -27179142.000000 Penalty: 6351.387695
	Iteration 17Q: 3 clusters Score -2.717914e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 317969 members 
Entering Unmasked Estep 
Score: -27182270.000000 Penalty: 6351.387695
	Iteration 18Q: 3 clusters Score -2.718227e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 323735 members 
Entering Unmasked Estep 
Score: -27184896.000000 Penalty: 6351.387695
	Iteration 19Q: 3 clusters Score -2.71849e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 328897 members 
Entering Unmasked Estep 
Score: -27187342.000000 Penalty: 6351.387695
	Iteration 20F: 3 clusters Score -2.718734e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 333454 members 
Entering Unmasked Estep 
Score: -27189492.000000 Penalty: 6351.387695
	Iteration 21Q: 3 clusters Score -2.718949e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 337466 members 
Entering Unmasked Estep 
Score: -27191148.000000 Penalty: 6351.387695
	Iteration 22Q: 3 clusters Score -2.719115e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 341079 members 
Entering Unmasked Estep 
Score: -27192634.000000 Penalty: 6351.387695
	Iteration 23Q: 3 clusters Score -2.719263e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 344295 members 
Entering Unmasked Estep 
Score: -27194292.000000 Penalty: 6351.387695
	Iteration 24Q: 3 clusters Score -2.719429e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 347100 members 
Entering Unmasked Estep 
Score: -27195452.000000 Penalty: 6351.387695
	Iteration 25Q: 3 clusters Score -2.719545e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 349550 members 
Entering Unmasked Estep 
Score: -27196526.000000 Penalty: 6351.387695
	Iteration 26Q: 3 clusters Score -2.719653e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 351652 members 
Entering Unmasked Estep 
Score: -27197280.000000 Penalty: 6351.387695
	Iteration 27Q: 3 clusters Score -2.719728e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 353436 members 
Entering Unmasked Estep 
Score: -27198056.000000 Penalty: 6351.387695
	Iteration 28Q: 3 clusters Score -2.719806e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 354917 members 
Entering Unmasked Estep 
Score: -27198664.000000 Penalty: 6351.387695
	Iteration 29Q: 3 clusters Score -2.719866e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 356147 members 
Entering Unmasked Estep 
Score: -27199268.000000 Penalty: 6351.387695
	Iteration 30Q: 3 clusters Score -2.719927e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 357128 members 
Entering Unmasked Estep 
Score: -27199746.000000 Penalty: 6351.387695
	Iteration 31Q: 3 clusters Score -2.719975e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 357967 members 
Entering Unmasked Estep 
Score: -27200114.000000 Penalty: 6351.387695
	Iteration 32Q: 3 clusters Score -2.720011e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 358670 members 
Entering Unmasked Estep 
Score: -27200316.000000 Penalty: 6351.387695
	Iteration 33Q: 3 clusters Score -2.720032e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 359221 members 
Entering Unmasked Estep 
Score: -27200620.000000 Penalty: 6351.387695
	Iteration 34Q: 3 clusters Score -2.720062e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 359655 members 
Entering Unmasked Estep 
Score: -27200830.000000 Penalty: 6351.387695
	Iteration 35Q: 3 clusters Score -2.720083e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 360021 members 
Entering Unmasked Estep 
Score: -27200910.000000 Penalty: 6351.387695
	Iteration 36Q: 3 clusters Score -2.720091e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 360317 members 
Entering Unmasked Estep 
Score: -27200998.000000 Penalty: 6351.387695
	Iteration 37Q: 3 clusters Score -2.7201e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 360541 members 
Entering Unmasked Estep 
Score: -27201138.000000 Penalty: 6351.387695
	Iteration 38Q: 3 clusters Score -2.720114e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 360709 members 
Entering Unmasked Estep 
Score: -27201210.000000 Penalty: 6351.387695
	Iteration 39Q: 3 clusters Score -2.720121e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 360850 members 
Entering Unmasked Estep 
Score: -27201224.000000 Penalty: 6351.387695
	Iteration 40F: 3 clusters Score -2.720122e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 360956 members 
Entering Unmasked Estep 
Score: -27201254.000000 Penalty: 6351.387695
	Iteration 41Q: 3 clusters Score -2.720125e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 361053 members 
Entering Unmasked Estep 
Score: -27201304.000000 Penalty: 6351.387695
	Iteration 42Q: 3 clusters Score -2.72013e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 361123 members 
Entering Unmasked Estep 
Score: -27201320.000000 Penalty: 6351.387695
	Iteration 43Q: 3 clusters Score -2.720132e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 361190 members 
Entering Unmasked Estep 
Score: -27201400.000000 Penalty: 6351.387695
	Iteration 44Q: 3 clusters Score -2.72014e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 361246 members 
Entering Unmasked Estep 
Score: -27201452.000000 Penalty: 6351.387695
	Iteration 45Q: 3 clusters Score -2.720145e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 361306 members 
Entering Unmasked Estep 
Score: -27201494.000000 Penalty: 6351.387695
	Iteration 46Q: 3 clusters Score -2.720149e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 361359 members 
Entering Unmasked Estep 
Score: -27201500.000000 Penalty: 6351.387695
	Iteration 47Q: 3 clusters Score -2.72015e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 361409 members 
Entering Unmasked Estep 
Score: -27201524.000000 Penalty: 6351.387695
	Iteration 48Q: 3 clusters Score -2.720152e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 361461 members 
Entering Unmasked Estep 
Score: -27201574.000000 Penalty: 6351.387695
	Iteration 49Q: 3 clusters Score -2.720157e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 361493 members 
Entering Unmasked Estep 
Score: -27201586.000000 Penalty: 6351.387695
	Iteration 50Q: 3 clusters Score -2.720159e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 361500 members 
Entering Unmasked Estep 
Score: -27201588.000000 Penalty: 6351.387695
	Iteration 51Q: 3 clusters Score -2.720159e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 361522 members 
Entering Unmasked Estep 
Score: -27201590.000000 Penalty: 6351.387695
	Iteration 52Q: 3 clusters Score -2.720159e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 361545 members 
Entering Unmasked Estep 
Score: -27201608.000000 Penalty: 6351.387695
	Iteration 53Q: 3 clusters Score -2.720161e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 361558 members 
Entering Unmasked Estep 
Score: -27201594.000000 Penalty: 6351.387695
	Iteration 54Q: 3 clusters Score -2.720159e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 361573 members 
Entering Unmasked Estep 
Score: -27201596.000000 Penalty: 6351.387695
	Iteration 55Q: 3 clusters Score -2.72016e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 361587 members 
Entering Unmasked Estep 
Score: -27201590.000000 Penalty: 6351.387695
	Iteration 56Q: 3 clusters Score -2.720159e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 361595 members 
Entering Unmasked Estep 
Score: -27201598.000000 Penalty: 6351.387695
	Iteration 57Q: 3 clusters Score -2.72016e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 361612 members 
Entering Unmasked Estep 
Score: -27201600.000000 Penalty: 6351.387695
	Iteration 58Q: 3 clusters Score -2.72016e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 361636 members 
Entering Unmasked Estep 
Score: -27201614.000000 Penalty: 6351.387695
	Iteration 59Q: 3 clusters Score -2.720161e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 361642 members 
Entering Unmasked Estep 
Score: -27201628.000000 Penalty: 6351.387695
	Iteration 60F: 3 clusters Score -2.720163e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 361651 members 
Entering Unmasked Estep 
Score: -27201638.000000 Penalty: 6351.387695
	Iteration 61Q: 3 clusters Score -2.720164e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 361657 members 
Entering Unmasked Estep 
Score: -27201656.000000 Penalty: 6351.387695
	Iteration 62Q: 3 clusters Score -2.720166e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 361665 members 
Entering Unmasked Estep 
Score: -27201678.000000 Penalty: 6351.387695
	Iteration 63Q: 3 clusters Score -2.720168e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 361670 members 
Entering Unmasked Estep 
Score: -27201650.000000 Penalty: 6351.387695
	Iteration 64Q: 3 clusters Score -2.720165e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 361677 members 
Entering Unmasked Estep 
Score: -27201642.000000 Penalty: 6351.387695
	Iteration 65Q: 3 clusters Score -2.720164e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 361688 members 
Entering Unmasked Estep 
Score: -27201654.000000 Penalty: 6351.387695
	Iteration 66Q: 3 clusters Score -2.720165e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 361698 members 
Entering Unmasked Estep 
Score: -27201638.000000 Penalty: 6351.387695
	Iteration 67Q: 3 clusters Score -2.720164e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 361712 members 
Entering Unmasked Estep 
Score: -27201668.000000 Penalty: 6351.387695
	Iteration 68Q: 3 clusters Score -2.720167e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 361723 members 
Entering Unmasked Estep 
Score: -27201652.000000 Penalty: 6351.387695
	Iteration 69Q: 3 clusters Score -2.720165e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 361735 members 
Entering Unmasked Estep 
Score: -27201640.000000 Penalty: 6351.387695
	Iteration 70Q: 3 clusters Score -2.720164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 361735 members 
Entering Unmasked Estep 
Score: -27201644.000000 Penalty: 6351.387695
	Iteration 71Q: 3 clusters Score -2.720164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 361734 members 
Entering Unmasked Estep 
Score: -27201648.000000 Penalty: 6351.387695
	Iteration 72Q: 3 clusters Score -2.720165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 361732 members 
Entering Unmasked Estep 
Score: -27201654.000000 Penalty: 6351.387695
	Iteration 73Q: 3 clusters Score -2.720165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 361732 members 
Entering Unmasked Estep 
Score: -27201658.000000 Penalty: 6351.387695
	Iteration 74Q: 3 clusters Score -2.720166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 361732 members 
Entering Unmasked Estep 
Score: -27201642.000000 Penalty: 6351.387695
	Iteration 75Q: 3 clusters Score -2.720164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 361734 members 
Entering Unmasked Estep 
Score: -27201656.000000 Penalty: 6351.387695
	Iteration 76Q: 3 clusters Score -2.720166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 361735 members 
Entering Unmasked Estep 
Score: -27201660.000000 Penalty: 6351.387695
	Iteration 77Q: 3 clusters Score -2.720166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 361735 members 
Entering Unmasked Estep 
Score: -27201660.000000 Penalty: 6351.387695
	Iteration 78F: 3 clusters Score -2.720166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Entering Unmasked Estep 
Score: -2473638.250000 Penalty: 2564.399902
	Iteration 0F: 2 clusters Score -2473638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2452441.250000 Penalty: 5128.799805
	Iteration 0F: 3 clusters Score -2452441 nChanged 14055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2460262.250000 Penalty: 5128.799805
	Iteration 1F: 3 clusters Score -2460262 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2460984.750000 Penalty: 5128.799805
	Iteration 2F: 3 clusters Score -2460985 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2461784.500000 Penalty: 5128.799805
	Iteration 3F: 3 clusters Score -2461784 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2462588.500000 Penalty: 5128.799805
	Iteration 4Q: 3 clusters Score -2462588 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2463431.250000 Penalty: 5128.799805
	Iteration 5F: 3 clusters Score -2463431 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -2464225.500000 Penalty: 5128.799805
	Iteration 6Q: 3 clusters Score -2464226 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -2465111.250000 Penalty: 5128.799805
	Iteration 7Q: 3 clusters Score -2465111 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -2466163.000000 Penalty: 5128.799805
	Iteration 8F: 3 clusters Score -2466163 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2467333.750000 Penalty: 5128.799805
	Iteration 9F: 3 clusters Score -2467334 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -2468266.250000 Penalty: 5128.799805
	Iteration 10Q: 3 clusters Score -2468266 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -2468966.500000 Penalty: 5128.799805
	Iteration 11Q: 3 clusters Score -2468966 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -2469430.250000 Penalty: 5128.799805
	Iteration 12Q: 3 clusters Score -2469430 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -2469731.500000 Penalty: 5128.799805
	Iteration 13Q: 3 clusters Score -2469732 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -2469983.250000 Penalty: 5128.799805
	Iteration 14Q: 3 clusters Score -2469983 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -2470186.000000 Penalty: 5128.799805
	Iteration 15Q: 3 clusters Score -2470186 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -2470350.750000 Penalty: 5128.799805
	Iteration 16Q: 3 clusters Score -2470351 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -2470507.750000 Penalty: 5128.799805
	Iteration 17Q: 3 clusters Score -2470508 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -2470633.000000 Penalty: 5128.799805
	Iteration 18Q: 3 clusters Score -2470633 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -2470751.250000 Penalty: 5128.799805
	Iteration 19Q: 3 clusters Score -2470751 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -2470856.750000 Penalty: 5128.799805
	Iteration 20F: 3 clusters Score -2470857 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -2470949.750000 Penalty: 5128.799805
	Iteration 21Q: 3 clusters Score -2470950 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -2471023.250000 Penalty: 5128.799805
	Iteration 22Q: 3 clusters Score -2471023 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -2471079.500000 Penalty: 5128.799805
	Iteration 23Q: 3 clusters Score -2471080 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -2471123.500000 Penalty: 5128.799805
	Iteration 24Q: 3 clusters Score -2471124 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -2471166.250000 Penalty: 5128.799805
	Iteration 25Q: 3 clusters Score -2471166 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -2471220.750000 Penalty: 5128.799805
	Iteration 26Q: 3 clusters Score -2471221 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -2471261.000000 Penalty: 5128.799805
	Iteration 27Q: 3 clusters Score -2471261 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -2471287.750000 Penalty: 5128.799805
	Iteration 28Q: 3 clusters Score -2471288 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -2471328.500000 Penalty: 5128.799805
	Iteration 29Q: 3 clusters Score -2471328 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -2471356.250000 Penalty: 5128.799805
	Iteration 30Q: 3 clusters Score -2471356 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -2471385.250000 Penalty: 5128.799805
	Iteration 31Q: 3 clusters Score -2471385 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -2471412.000000 Penalty: 5128.799805
	Iteration 32Q: 3 clusters Score -2471412 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -2471434.500000 Penalty: 5128.799805
	Iteration 33Q: 3 clusters Score -2471434 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -2471455.250000 Penalty: 5128.799805
	Iteration 34Q: 3 clusters Score -2471455 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -2471492.500000 Penalty: 5128.799805
	Iteration 35Q: 3 clusters Score -2471492 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -2471512.750000 Penalty: 5128.799805
	Iteration 36Q: 3 clusters Score -2471513 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -2471519.500000 Penalty: 5128.799805
	Iteration 37Q: 3 clusters Score -2471520 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -2471552.000000 Penalty: 5128.799805
	Iteration 38Q: 3 clusters Score -2471552 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -2471584.500000 Penalty: 5128.799805
	Iteration 39Q: 3 clusters Score -2471584 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -2471603.750000 Penalty: 5128.799805
	Iteration 40F: 3 clusters Score -2471604 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -2471632.250000 Penalty: 5128.799805
	Iteration 41Q: 3 clusters Score -2471632 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -2471645.500000 Penalty: 5128.799805
	Iteration 42Q: 3 clusters Score -2471646 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -2471660.750000 Penalty: 5128.799805
	Iteration 43Q: 3 clusters Score -2471661 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -2471677.500000 Penalty: 5128.799805
	Iteration 44Q: 3 clusters Score -2471678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -2471681.500000 Penalty: 5128.799805
	Iteration 45Q: 3 clusters Score -2471682 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -2471683.750000 Penalty: 5128.799805
	Iteration 46Q: 3 clusters Score -2471684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -2471698.500000 Penalty: 5128.799805
	Iteration 47Q: 3 clusters Score -2471698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -2471700.000000 Penalty: 5128.799805
	Iteration 48Q: 3 clusters Score -2471700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -2471704.250000 Penalty: 5128.799805
	Iteration 49Q: 3 clusters Score -2471704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -2471709.250000 Penalty: 5128.799805
	Iteration 50Q: 3 clusters Score -2471709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -2471719.000000 Penalty: 5128.799805
	Iteration 51Q: 3 clusters Score -2471719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -2471716.500000 Penalty: 5128.799805
	Iteration 52Q: 3 clusters Score -2471716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -2471719.250000 Penalty: 5128.799805
	Iteration 53Q: 3 clusters Score -2471719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -2471729.000000 Penalty: 5128.799805
	Iteration 54Q: 3 clusters Score -2471729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -2471729.000000 Penalty: 5128.799805
	Iteration 55Q: 3 clusters Score -2471729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -2471729.750000 Penalty: 5128.799805
	Iteration 56Q: 3 clusters Score -2471730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -2471736.000000 Penalty: 5128.799805
	Iteration 57Q: 3 clusters Score -2471736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -2471748.500000 Penalty: 5128.799805
	Iteration 58Q: 3 clusters Score -2471748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -2471750.500000 Penalty: 5128.799805
	Iteration 59Q: 3 clusters Score -2471750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -2471753.000000 Penalty: 5128.799805
	Iteration 60F: 3 clusters Score -2471753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -2471757.000000 Penalty: 5128.799805
	Iteration 61Q: 3 clusters Score -2471757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -2471769.250000 Penalty: 5128.799805
	Iteration 62Q: 3 clusters Score -2471769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -2471770.500000 Penalty: 5128.799805
	Iteration 63Q: 3 clusters Score -2471770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -2471771.250000 Penalty: 5128.799805
	Iteration 64Q: 3 clusters Score -2471771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -2471776.000000 Penalty: 5128.799805
	Iteration 65Q: 3 clusters Score -2471776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -2471779.250000 Penalty: 5128.799805
	Iteration 66Q: 3 clusters Score -2471779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -2471784.500000 Penalty: 5128.799805
	Iteration 67Q: 3 clusters Score -2471784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -2471790.500000 Penalty: 5128.799805
	Iteration 68Q: 3 clusters Score -2471790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -2471795.750000 Penalty: 5128.799805
	Iteration 69Q: 3 clusters Score -2471796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -2471792.750000 Penalty: 5128.799805
	Iteration 70Q: 3 clusters Score -2471793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -2471801.000000 Penalty: 5128.799805
	Iteration 71Q: 3 clusters Score -2471801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -2471802.250000 Penalty: 5128.799805
	Iteration 72Q: 3 clusters Score -2471802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -2471805.750000 Penalty: 5128.799805
	Iteration 73Q: 3 clusters Score -2471806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -2471805.750000 Penalty: 5128.799805
	Iteration 74Q: 3 clusters Score -2471806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -2471806.250000 Penalty: 5128.799805
	Iteration 75Q: 3 clusters Score -2471806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -2471805.750000 Penalty: 5128.799805
	Iteration 76Q: 3 clusters Score -2471806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -2471805.750000 Penalty: 5128.799805
	Iteration 77F: 3 clusters Score -2471806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Entering Unmasked Estep 
Score: -229792.437500 Penalty: 2068.374023
	Iteration 0F: 2 clusters Score -229792.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -225797.125000 Penalty: 4136.748047
	Iteration 0F: 3 clusters Score -225797.1 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -227150.875000 Penalty: 4136.748047
	Iteration 1F: 3 clusters Score -227150.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -227771.359375 Penalty: 4136.748047
	Iteration 2F: 3 clusters Score -227771.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -228224.515625 Penalty: 4136.748047
	Iteration 3F: 3 clusters Score -228224.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -228566.234375 Penalty: 4136.748047
	Iteration 4F: 3 clusters Score -228566.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -228869.046875 Penalty: 4136.748047
	Iteration 5F: 3 clusters Score -228869 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -229104.953125 Penalty: 4136.748047
	Iteration 6Q: 3 clusters Score -229105 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -229222.640625 Penalty: 4136.748047
	Iteration 7Q: 3 clusters Score -229222.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -229300.171875 Penalty: 4136.748047
	Iteration 8Q: 3 clusters Score -229300.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -229359.578125 Penalty: 4136.748047
	Iteration 9Q: 3 clusters Score -229359.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -229403.640625 Penalty: 4136.748047
	Iteration 10Q: 3 clusters Score -229403.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -229440.218750 Penalty: 4136.748047
	Iteration 11Q: 3 clusters Score -229440.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -229473.484375 Penalty: 4136.748047
	Iteration 12Q: 3 clusters Score -229473.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -229501.062500 Penalty: 4136.748047
	Iteration 13Q: 3 clusters Score -229501.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -229532.968750 Penalty: 4136.748047
	Iteration 14Q: 3 clusters Score -229533 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -229564.187500 Penalty: 4136.748047
	Iteration 15Q: 3 clusters Score -229564.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -229590.750000 Penalty: 4136.748047
	Iteration 16Q: 3 clusters Score -229590.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -229612.687500 Penalty: 4136.748047
	Iteration 17Q: 3 clusters Score -229612.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -229636.781250 Penalty: 4136.748047
	Iteration 18Q: 3 clusters Score -229636.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -229652.937500 Penalty: 4136.748047
	Iteration 19Q: 3 clusters Score -229652.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -229665.796875 Penalty: 4136.748047
	Iteration 20F: 3 clusters Score -229665.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -229675.843750 Penalty: 4136.748047
	Iteration 21Q: 3 clusters Score -229675.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -229688.734375 Penalty: 4136.748047
	Iteration 22Q: 3 clusters Score -229688.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -229703.265625 Penalty: 4136.748047
	Iteration 23Q: 3 clusters Score -229703.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -229715.000000 Penalty: 4136.748047
	Iteration 24Q: 3 clusters Score -229715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -229721.015625 Penalty: 4136.748047
	Iteration 25Q: 3 clusters Score -229721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -229726.203125 Penalty: 4136.748047
	Iteration 26Q: 3 clusters Score -229726.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -229726.562500 Penalty: 4136.748047
	Iteration 27Q: 3 clusters Score -229726.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -229726.562500 Penalty: 4136.748047
	Iteration 28F: 3 clusters Score -229726.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Entering Unmasked Estep 
Score: -349804.843750 Penalty: 2107.000488
	Iteration 0F: 2 clusters Score -349804.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -345363.968750 Penalty: 4214.000977
	Iteration 0F: 3 clusters Score -345364 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -346419.312500 Penalty: 4214.000977
	Iteration 1F: 3 clusters Score -346419.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -346646.531250 Penalty: 4214.000977
	Iteration 2F: 3 clusters Score -346646.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -346843.187500 Penalty: 4214.000977
	Iteration 3F: 3 clusters Score -346843.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -347053.156250 Penalty: 4214.000977
	Iteration 4F: 3 clusters Score -347053.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -347294.781250 Penalty: 4214.000977
	Iteration 5F: 3 clusters Score -347294.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -347566.750000 Penalty: 4214.000977
	Iteration 6F: 3 clusters Score -347566.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -347848.906250 Penalty: 4214.000977
	Iteration 7F: 3 clusters Score -347848.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -348059.812500 Penalty: 4214.000977
	Iteration 8F: 3 clusters Score -348059.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -348231.437500 Penalty: 4214.000977
	Iteration 9Q: 3 clusters Score -348231.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -348354.687500 Penalty: 4214.000977
	Iteration 10Q: 3 clusters Score -348354.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -348445.968750 Penalty: 4214.000977
	Iteration 11Q: 3 clusters Score -348446 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -348528.656250 Penalty: 4214.000977
	Iteration 12Q: 3 clusters Score -348528.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -348599.968750 Penalty: 4214.000977
	Iteration 13Q: 3 clusters Score -348600 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -348658.281250 Penalty: 4214.000977
	Iteration 14Q: 3 clusters Score -348658.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -348707.656250 Penalty: 4214.000977
	Iteration 15Q: 3 clusters Score -348707.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -348744.500000 Penalty: 4214.000977
	Iteration 16Q: 3 clusters Score -348744.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -348782.156250 Penalty: 4214.000977
	Iteration 17Q: 3 clusters Score -348782.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -348817.062500 Penalty: 4214.000977
	Iteration 18Q: 3 clusters Score -348817.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -348853.187500 Penalty: 4214.000977
	Iteration 19Q: 3 clusters Score -348853.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -348876.031250 Penalty: 4214.000977
	Iteration 20F: 3 clusters Score -348876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -348896.281250 Penalty: 4214.000977
	Iteration 21Q: 3 clusters Score -348896.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -348911.781250 Penalty: 4214.000977
	Iteration 22Q: 3 clusters Score -348911.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -348922.156250 Penalty: 4214.000977
	Iteration 23Q: 3 clusters Score -348922.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -348934.968750 Penalty: 4214.000977
	Iteration 24Q: 3 clusters Score -348935 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -348948.750000 Penalty: 4214.000977
	Iteration 25Q: 3 clusters Score -348948.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -348955.875000 Penalty: 4214.000977
	Iteration 26Q: 3 clusters Score -348955.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -348961.750000 Penalty: 4214.000977
	Iteration 27Q: 3 clusters Score -348961.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -348964.687500 Penalty: 4214.000977
	Iteration 28Q: 3 clusters Score -348964.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -348967.593750 Penalty: 4214.000977
	Iteration 29Q: 3 clusters Score -348967.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -348969.750000 Penalty: 4214.000977
	Iteration 30Q: 3 clusters Score -348969.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -348973.437500 Penalty: 4214.000977
	Iteration 31Q: 3 clusters Score -348973.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -348975.812500 Penalty: 4214.000977
	Iteration 32Q: 3 clusters Score -348975.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -348979.656250 Penalty: 4214.000977
	Iteration 33Q: 3 clusters Score -348979.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -348983.406250 Penalty: 4214.000977
	Iteration 34Q: 3 clusters Score -348983.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -348983.937500 Penalty: 4214.000977
	Iteration 35Q: 3 clusters Score -348983.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -348984.812500 Penalty: 4214.000977
	Iteration 36Q: 3 clusters Score -348984.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -348984.812500 Penalty: 4214.000977
	Iteration 37F: 3 clusters Score -348984.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Entering Unmasked Estep 
Score: -562057.000000 Penalty: 2208.482910
	Iteration 0F: 2 clusters Score -562057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -556031.812500 Penalty: 4416.965820
	Iteration 0F: 3 clusters Score -556031.8 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -557677.812500 Penalty: 4416.965820
	Iteration 1F: 3 clusters Score -557677.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -558078.750000 Penalty: 4416.965820
	Iteration 2F: 3 clusters Score -558078.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -558433.000000 Penalty: 4416.965820
	Iteration 3F: 3 clusters Score -558433 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -558717.500000 Penalty: 4416.965820
	Iteration 4F: 3 clusters Score -558717.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -558964.312500 Penalty: 4416.965820
	Iteration 5Q: 3 clusters Score -558964.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -559170.562500 Penalty: 4416.965820
	Iteration 6Q: 3 clusters Score -559170.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -559338.437500 Penalty: 4416.965820
	Iteration 7Q: 3 clusters Score -559338.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -559459.687500 Penalty: 4416.965820
	Iteration 8Q: 3 clusters Score -559459.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -559553.125000 Penalty: 4416.965820
	Iteration 9Q: 3 clusters Score -559553.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -559628.687500 Penalty: 4416.965820
	Iteration 10Q: 3 clusters Score -559628.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -559699.937500 Penalty: 4416.965820
	Iteration 11Q: 3 clusters Score -559699.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -559765.312500 Penalty: 4416.965820
	Iteration 12Q: 3 clusters Score -559765.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -559820.125000 Penalty: 4416.965820
	Iteration 13Q: 3 clusters Score -559820.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -559871.062500 Penalty: 4416.965820
	Iteration 14Q: 3 clusters Score -559871.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -559910.375000 Penalty: 4416.965820
	Iteration 15Q: 3 clusters Score -559910.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -559942.312500 Penalty: 4416.965820
	Iteration 16Q: 3 clusters Score -559942.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -559973.625000 Penalty: 4416.965820
	Iteration 17Q: 3 clusters Score -559973.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -560013.875000 Penalty: 4416.965820
	Iteration 18Q: 3 clusters Score -560013.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -560048.312500 Penalty: 4416.965820
	Iteration 19Q: 3 clusters Score -560048.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -560079.437500 Penalty: 4416.965820
	Iteration 20F: 3 clusters Score -560079.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -560105.562500 Penalty: 4416.965820
	Iteration 21Q: 3 clusters Score -560105.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -560128.000000 Penalty: 4416.965820
	Iteration 22Q: 3 clusters Score -560128 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -560152.437500 Penalty: 4416.965820
	Iteration 23Q: 3 clusters Score -560152.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -560181.687500 Penalty: 4416.965820
	Iteration 24Q: 3 clusters Score -560181.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -560205.000000 Penalty: 4416.965820
	Iteration 25Q: 3 clusters Score -560205 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -560221.062500 Penalty: 4416.965820
	Iteration 26Q: 3 clusters Score -560221.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -560233.812500 Penalty: 4416.965820
	Iteration 27Q: 3 clusters Score -560233.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -560249.625000 Penalty: 4416.965820
	Iteration 28Q: 3 clusters Score -560249.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -560267.250000 Penalty: 4416.965820
	Iteration 29Q: 3 clusters Score -560267.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -560279.500000 Penalty: 4416.965820
	Iteration 30Q: 3 clusters Score -560279.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -560292.625000 Penalty: 4416.965820
	Iteration 31Q: 3 clusters Score -560292.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -560304.625000 Penalty: 4416.965820
	Iteration 32Q: 3 clusters Score -560304.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -560318.250000 Penalty: 4416.965820
	Iteration 33Q: 3 clusters Score -560318.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -560333.687500 Penalty: 4416.965820
	Iteration 34Q: 3 clusters Score -560333.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -560350.937500 Penalty: 4416.965820
	Iteration 35Q: 3 clusters Score -560350.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -560375.062500 Penalty: 4416.965820
	Iteration 36Q: 3 clusters Score -560375.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -560401.250000 Penalty: 4416.965820
	Iteration 37Q: 3 clusters Score -560401.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -560417.875000 Penalty: 4416.965820
	Iteration 38Q: 3 clusters Score -560417.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -560436.437500 Penalty: 4416.965820
	Iteration 39Q: 3 clusters Score -560436.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -560445.875000 Penalty: 4416.965820
	Iteration 40F: 3 clusters Score -560445.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -560452.125000 Penalty: 4416.965820
	Iteration 41Q: 3 clusters Score -560452.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -560459.437500 Penalty: 4416.965820
	Iteration 42Q: 3 clusters Score -560459.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -560462.625000 Penalty: 4416.965820
	Iteration 43Q: 3 clusters Score -560462.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -560466.812500 Penalty: 4416.965820
	Iteration 44Q: 3 clusters Score -560466.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -560472.125000 Penalty: 4416.965820
	Iteration 45Q: 3 clusters Score -560472.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -560477.125000 Penalty: 4416.965820
	Iteration 46Q: 3 clusters Score -560477.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -560481.750000 Penalty: 4416.965820
	Iteration 47Q: 3 clusters Score -560481.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -560482.937500 Penalty: 4416.965820
	Iteration 48Q: 3 clusters Score -560482.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -560486.062500 Penalty: 4416.965820
	Iteration 49Q: 3 clusters Score -560486.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -560487.625000 Penalty: 4416.965820
	Iteration 50Q: 3 clusters Score -560487.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -560490.000000 Penalty: 4416.965820
	Iteration 51Q: 3 clusters Score -560490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -560492.562500 Penalty: 4416.965820
	Iteration 52Q: 3 clusters Score -560492.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -560494.812500 Penalty: 4416.965820
	Iteration 53Q: 3 clusters Score -560494.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -560495.187500 Penalty: 4416.965820
	Iteration 54Q: 3 clusters Score -560495.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -560496.500000 Penalty: 4416.965820
	Iteration 55Q: 3 clusters Score -560496.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -560495.812500 Penalty: 4416.965820
	Iteration 56Q: 3 clusters Score -560495.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -560497.187500 Penalty: 4416.965820
	Iteration 57Q: 3 clusters Score -560497.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -560498.000000 Penalty: 4416.965820
	Iteration 58Q: 3 clusters Score -560498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -560499.937500 Penalty: 4416.965820
	Iteration 59Q: 3 clusters Score -560499.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -560499.625000 Penalty: 4416.965820
	Iteration 60F: 3 clusters Score -560499.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -560500.875000 Penalty: 4416.965820
	Iteration 61Q: 3 clusters Score -560500.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -560500.875000 Penalty: 4416.965820
	Iteration 62F: 3 clusters Score -560500.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Entering Unmasked Estep 
Score: -553823.375000 Penalty: 2211.093750
	Iteration 0F: 2 clusters Score -553823.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -547822.937500 Penalty: 4422.187500
	Iteration 0F: 3 clusters Score -547822.9 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -549453.937500 Penalty: 4422.187500
	Iteration 1F: 3 clusters Score -549453.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -549803.000000 Penalty: 4422.187500
	Iteration 2F: 3 clusters Score -549803 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -550148.312500 Penalty: 4422.187500
	Iteration 3F: 3 clusters Score -550148.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -550492.625000 Penalty: 4422.187500
	Iteration 4F: 3 clusters Score -550492.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -550798.812500 Penalty: 4422.187500
	Iteration 5F: 3 clusters Score -550798.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -551135.687500 Penalty: 4422.187500
	Iteration 6F: 3 clusters Score -551135.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -551431.125000 Penalty: 4422.187500
	Iteration 7Q: 3 clusters Score -551431.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -551658.437500 Penalty: 4422.187500
	Iteration 8Q: 3 clusters Score -551658.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -551867.687500 Penalty: 4422.187500
	Iteration 9Q: 3 clusters Score -551867.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -552059.312500 Penalty: 4422.187500
	Iteration 10Q: 3 clusters Score -552059.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -552270.437500 Penalty: 4422.187500
	Iteration 11Q: 3 clusters Score -552270.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -552469.000000 Penalty: 4422.187500
	Iteration 12Q: 3 clusters Score -552469 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -552646.125000 Penalty: 4422.187500
	Iteration 13Q: 3 clusters Score -552646.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -552756.875000 Penalty: 4422.187500
	Iteration 14Q: 3 clusters Score -552756.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -552802.937500 Penalty: 4422.187500
	Iteration 15Q: 3 clusters Score -552802.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -552833.000000 Penalty: 4422.187500
	Iteration 16Q: 3 clusters Score -552833 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -552854.000000 Penalty: 4422.187500
	Iteration 17Q: 3 clusters Score -552854 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -552872.687500 Penalty: 4422.187500
	Iteration 18Q: 3 clusters Score -552872.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -552890.812500 Penalty: 4422.187500
	Iteration 19Q: 3 clusters Score -552890.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -552910.125000 Penalty: 4422.187500
	Iteration 20F: 3 clusters Score -552910.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -552931.437500 Penalty: 4422.187500
	Iteration 21Q: 3 clusters Score -552931.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -552954.125000 Penalty: 4422.187500
	Iteration 22Q: 3 clusters Score -552954.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -552974.625000 Penalty: 4422.187500
	Iteration 23Q: 3 clusters Score -552974.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -552986.562500 Penalty: 4422.187500
	Iteration 24Q: 3 clusters Score -552986.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -552994.687500 Penalty: 4422.187500
	Iteration 25Q: 3 clusters Score -552994.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -552999.437500 Penalty: 4422.187500
	Iteration 26Q: 3 clusters Score -552999.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -553005.437500 Penalty: 4422.187500
	Iteration 27Q: 3 clusters Score -553005.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -553009.625000 Penalty: 4422.187500
	Iteration 28Q: 3 clusters Score -553009.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -553011.812500 Penalty: 4422.187500
	Iteration 29Q: 3 clusters Score -553011.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -553016.812500 Penalty: 4422.187500
	Iteration 30Q: 3 clusters Score -553016.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -553019.437500 Penalty: 4422.187500
	Iteration 31Q: 3 clusters Score -553019.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -553023.062500 Penalty: 4422.187500
	Iteration 32Q: 3 clusters Score -553023.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -553025.937500 Penalty: 4422.187500
	Iteration 33Q: 3 clusters Score -553025.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -553027.187500 Penalty: 4422.187500
	Iteration 34Q: 3 clusters Score -553027.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -553029.937500 Penalty: 4422.187500
	Iteration 35Q: 3 clusters Score -553029.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -553032.000000 Penalty: 4422.187500
	Iteration 36Q: 3 clusters Score -553032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -553033.687500 Penalty: 4422.187500
	Iteration 37Q: 3 clusters Score -553033.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -553035.500000 Penalty: 4422.187500
	Iteration 38Q: 3 clusters Score -553035.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -553040.187500 Penalty: 4422.187500
	Iteration 39Q: 3 clusters Score -553040.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -553042.125000 Penalty: 4422.187500
	Iteration 40F: 3 clusters Score -553042.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -553042.687500 Penalty: 4422.187500
	Iteration 41Q: 3 clusters Score -553042.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -553044.062500 Penalty: 4422.187500
	Iteration 42Q: 3 clusters Score -553044.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -553044.937500 Penalty: 4422.187500
	Iteration 43Q: 3 clusters Score -553044.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -553045.312500 Penalty: 4422.187500
	Iteration 44Q: 3 clusters Score -553045.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -553045.187500 Penalty: 4422.187500
	Iteration 45Q: 3 clusters Score -553045.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -553046.000000 Penalty: 4422.187500
	Iteration 46Q: 3 clusters Score -553046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -553047.500000 Penalty: 4422.187500
	Iteration 47Q: 3 clusters Score -553047.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -553048.187500 Penalty: 4422.187500
	Iteration 48Q: 3 clusters Score -553048.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -553049.812500 Penalty: 4422.187500
	Iteration 49Q: 3 clusters Score -553049.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -553050.625000 Penalty: 4422.187500
	Iteration 50Q: 3 clusters Score -553050.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -553050.625000 Penalty: 4422.187500
	Iteration 51F: 3 clusters Score -553050.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (125632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125632 members 
Entering Unmasked Estep 
Score: -9601353.000000 Penalty: 2911.795898
	Iteration 0F: 2 clusters Score -9601353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62728 members 
Mstep: Class 2 contains 62904 members 
Entering Unmasked Estep 
Score: -9517534.000000 Penalty: 5823.591797
	Iteration 0F: 3 clusters Score -9517534 nChanged 59662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Mstep: Class 2 contains 62950 members 
Entering Unmasked Estep 
Score: -9552204.000000 Penalty: 5823.591797
	Iteration 1F: 3 clusters Score -9552204 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63054 members 
Mstep: Class 2 contains 62578 members 
Entering Unmasked Estep 
Score: -9553931.000000 Penalty: 5823.591797
	Iteration 2Q: 3 clusters Score -9553931 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63717 members 
Mstep: Class 2 contains 61915 members 
Entering Unmasked Estep 
Score: -9556283.000000 Penalty: 5823.591797
	Iteration 3Q: 3 clusters Score -9556283 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64531 members 
Mstep: Class 2 contains 61101 members 
Entering Unmasked Estep 
Score: -9559783.000000 Penalty: 5823.591797
	Iteration 4F: 3 clusters Score -9559783 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65259 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -9564052.000000 Penalty: 5823.591797
	Iteration 5F: 3 clusters Score -9564052 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65436 members 
Mstep: Class 2 contains 60196 members 
Entering Unmasked Estep 
Score: -9568520.000000 Penalty: 5823.591797
	Iteration 6F: 3 clusters Score -9568520 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 60724 members 
Entering Unmasked Estep 
Score: -9572655.000000 Penalty: 5823.591797
	Iteration 7F: 3 clusters Score -9572655 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63436 members 
Mstep: Class 2 contains 62196 members 
Entering Unmasked Estep 
Score: -9575996.000000 Penalty: 5823.591797
	Iteration 8F: 3 clusters Score -9575996 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61396 members 
Mstep: Class 2 contains 64236 members 
Entering Unmasked Estep 
Score: -9578780.000000 Penalty: 5823.591797
	Iteration 9Q: 3 clusters Score -9578780 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59079 members 
Mstep: Class 2 contains 66553 members 
Entering Unmasked Estep 
Score: -9581054.000000 Penalty: 5823.591797
	Iteration 10Q: 3 clusters Score -9581054 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56939 members 
Mstep: Class 2 contains 68693 members 
Entering Unmasked Estep 
Score: -9582806.000000 Penalty: 5823.591797
	Iteration 11Q: 3 clusters Score -9582806 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55087 members 
Mstep: Class 2 contains 70545 members 
Entering Unmasked Estep 
Score: -9583959.000000 Penalty: 5823.591797
	Iteration 12Q: 3 clusters Score -9583959 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53635 members 
Mstep: Class 2 contains 71997 members 
Entering Unmasked Estep 
Score: -9584966.000000 Penalty: 5823.591797
	Iteration 13Q: 3 clusters Score -9584966 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 73039 members 
Entering Unmasked Estep 
Score: -9585780.000000 Penalty: 5823.591797
	Iteration 14Q: 3 clusters Score -9585780 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 73678 members 
Entering Unmasked Estep 
Score: -9586375.000000 Penalty: 5823.591797
	Iteration 15Q: 3 clusters Score -9586375 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51579 members 
Mstep: Class 2 contains 74053 members 
Entering Unmasked Estep 
Score: -9586867.000000 Penalty: 5823.591797
	Iteration 16Q: 3 clusters Score -9586867 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51391 members 
Mstep: Class 2 contains 74241 members 
Entering Unmasked Estep 
Score: -9587329.000000 Penalty: 5823.591797
	Iteration 17Q: 3 clusters Score -9587329 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51391 members 
Mstep: Class 2 contains 74241 members 
Entering Unmasked Estep 
Score: -9587693.000000 Penalty: 5823.591797
	Iteration 18Q: 3 clusters Score -9587693 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 74163 members 
Entering Unmasked Estep 
Score: -9588028.000000 Penalty: 5823.591797
	Iteration 19Q: 3 clusters Score -9588028 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 73942 members 
Entering Unmasked Estep 
Score: -9588255.000000 Penalty: 5823.591797
	Iteration 20F: 3 clusters Score -9588255 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52000 members 
Mstep: Class 2 contains 73632 members 
Entering Unmasked Estep 
Score: -9588503.000000 Penalty: 5823.591797
	Iteration 21Q: 3 clusters Score -9588503 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 73297 members 
Entering Unmasked Estep 
Score: -9588710.000000 Penalty: 5823.591797
	Iteration 22Q: 3 clusters Score -9588710 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 72935 members 
Entering Unmasked Estep 
Score: -9588831.000000 Penalty: 5823.591797
	Iteration 23Q: 3 clusters Score -9588831 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 72567 members 
Entering Unmasked Estep 
Score: -9588981.000000 Penalty: 5823.591797
	Iteration 24Q: 3 clusters Score -9588981 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53467 members 
Mstep: Class 2 contains 72165 members 
Entering Unmasked Estep 
Score: -9589104.000000 Penalty: 5823.591797
	Iteration 25Q: 3 clusters Score -9589104 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Mstep: Class 2 contains 71752 members 
Entering Unmasked Estep 
Score: -9589249.000000 Penalty: 5823.591797
	Iteration 26Q: 3 clusters Score -9589249 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54401 members 
Mstep: Class 2 contains 71231 members 
Entering Unmasked Estep 
Score: -9589388.000000 Penalty: 5823.591797
	Iteration 27Q: 3 clusters Score -9589388 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54921 members 
Mstep: Class 2 contains 70711 members 
Entering Unmasked Estep 
Score: -9589474.000000 Penalty: 5823.591797
	Iteration 28Q: 3 clusters Score -9589474 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55400 members 
Mstep: Class 2 contains 70232 members 
Entering Unmasked Estep 
Score: -9589580.000000 Penalty: 5823.591797
	Iteration 29Q: 3 clusters Score -9589580 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55926 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
Score: -9589665.000000 Penalty: 5823.591797
	Iteration 30Q: 3 clusters Score -9589665 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56493 members 
Mstep: Class 2 contains 69139 members 
Entering Unmasked Estep 
Score: -9589817.000000 Penalty: 5823.591797
	Iteration 31Q: 3 clusters Score -9589817 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57066 members 
Mstep: Class 2 contains 68566 members 
Entering Unmasked Estep 
Score: -9589909.000000 Penalty: 5823.591797
	Iteration 32Q: 3 clusters Score -9589909 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Mstep: Class 2 contains 67974 members 
Entering Unmasked Estep 
Score: -9589946.000000 Penalty: 5823.591797
	Iteration 33Q: 3 clusters Score -9589946 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 67355 members 
Entering Unmasked Estep 
Score: -9590081.000000 Penalty: 5823.591797
	Iteration 34Q: 3 clusters Score -9590081 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58902 members 
Mstep: Class 2 contains 66730 members 
Entering Unmasked Estep 
Score: -9590151.000000 Penalty: 5823.591797
	Iteration 35Q: 3 clusters Score -9590151 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59498 members 
Mstep: Class 2 contains 66134 members 
Entering Unmasked Estep 
Score: -9590198.000000 Penalty: 5823.591797
	Iteration 36Q: 3 clusters Score -9590198 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60098 members 
Mstep: Class 2 contains 65534 members 
Entering Unmasked Estep 
Score: -9590286.000000 Penalty: 5823.591797
	Iteration 37Q: 3 clusters Score -9590286 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60694 members 
Mstep: Class 2 contains 64938 members 
Entering Unmasked Estep 
Score: -9590342.000000 Penalty: 5823.591797
	Iteration 38Q: 3 clusters Score -9590342 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61357 members 
Mstep: Class 2 contains 64275 members 
Entering Unmasked Estep 
Score: -9590434.000000 Penalty: 5823.591797
	Iteration 39Q: 3 clusters Score -9590434 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62054 members 
Mstep: Class 2 contains 63578 members 
Entering Unmasked Estep 
Score: -9590555.000000 Penalty: 5823.591797
	Iteration 40F: 3 clusters Score -9590555 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62767 members 
Mstep: Class 2 contains 62865 members 
Entering Unmasked Estep 
Score: -9590673.000000 Penalty: 5823.591797
	Iteration 41Q: 3 clusters Score -9590673 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63498 members 
Mstep: Class 2 contains 62134 members 
Entering Unmasked Estep 
Score: -9590770.000000 Penalty: 5823.591797
	Iteration 42Q: 3 clusters Score -9590770 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64227 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -9590838.000000 Penalty: 5823.591797
	Iteration 43Q: 3 clusters Score -9590838 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64903 members 
Mstep: Class 2 contains 60729 members 
Entering Unmasked Estep 
Score: -9590945.000000 Penalty: 5823.591797
	Iteration 44Q: 3 clusters Score -9590945 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 60024 members 
Entering Unmasked Estep 
Score: -9591028.000000 Penalty: 5823.591797
	Iteration 45Q: 3 clusters Score -9591028 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66317 members 
Mstep: Class 2 contains 59315 members 
Entering Unmasked Estep 
Score: -9591129.000000 Penalty: 5823.591797
	Iteration 46Q: 3 clusters Score -9591129 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67010 members 
Mstep: Class 2 contains 58622 members 
Entering Unmasked Estep 
Score: -9591183.000000 Penalty: 5823.591797
	Iteration 47Q: 3 clusters Score -9591183 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67686 members 
Mstep: Class 2 contains 57946 members 
Entering Unmasked Estep 
Score: -9591243.000000 Penalty: 5823.591797
	Iteration 48Q: 3 clusters Score -9591243 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68336 members 
Mstep: Class 2 contains 57296 members 
Entering Unmasked Estep 
Score: -9591298.000000 Penalty: 5823.591797
	Iteration 49Q: 3 clusters Score -9591298 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68981 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -9591383.000000 Penalty: 5823.591797
	Iteration 50Q: 3 clusters Score -9591383 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69643 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -9591467.000000 Penalty: 5823.591797
	Iteration 51Q: 3 clusters Score -9591467 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70303 members 
Mstep: Class 2 contains 55329 members 
Entering Unmasked Estep 
Score: -9591596.000000 Penalty: 5823.591797
	Iteration 52Q: 3 clusters Score -9591596 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71001 members 
Mstep: Class 2 contains 54631 members 
Entering Unmasked Estep 
Score: -9591679.000000 Penalty: 5823.591797
	Iteration 53Q: 3 clusters Score -9591679 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71757 members 
Mstep: Class 2 contains 53875 members 
Entering Unmasked Estep 
Score: -9591751.000000 Penalty: 5823.591797
	Iteration 54Q: 3 clusters Score -9591751 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72592 members 
Mstep: Class 2 contains 53040 members 
Entering Unmasked Estep 
Score: -9591881.000000 Penalty: 5823.591797
	Iteration 55Q: 3 clusters Score -9591881 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73437 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -9591983.000000 Penalty: 5823.591797
	Iteration 56Q: 3 clusters Score -9591983 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74252 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
Score: -9592103.000000 Penalty: 5823.591797
	Iteration 57Q: 3 clusters Score -9592103 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75039 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -9592268.000000 Penalty: 5823.591797
	Iteration 58Q: 3 clusters Score -9592268 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
Score: -9592397.000000 Penalty: 5823.591797
	Iteration 59Q: 3 clusters Score -9592397 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76695 members 
Mstep: Class 2 contains 48937 members 
Entering Unmasked Estep 
Score: -9592531.000000 Penalty: 5823.591797
	Iteration 60F: 3 clusters Score -9592531 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77553 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -9592728.000000 Penalty: 5823.591797
	Iteration 61Q: 3 clusters Score -9592728 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78437 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -9592864.000000 Penalty: 5823.591797
	Iteration 62Q: 3 clusters Score -9592864 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79251 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -9593043.000000 Penalty: 5823.591797
	Iteration 63Q: 3 clusters Score -9593043 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80030 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -9593174.000000 Penalty: 5823.591797
	Iteration 64Q: 3 clusters Score -9593174 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80761 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -9593334.000000 Penalty: 5823.591797
	Iteration 65Q: 3 clusters Score -9593334 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81490 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -9593402.000000 Penalty: 5823.591797
	Iteration 66Q: 3 clusters Score -9593402 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82209 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -9593531.000000 Penalty: 5823.591797
	Iteration 67Q: 3 clusters Score -9593531 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82890 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -9593641.000000 Penalty: 5823.591797
	Iteration 68Q: 3 clusters Score -9593641 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83523 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -9593742.000000 Penalty: 5823.591797
	Iteration 69Q: 3 clusters Score -9593742 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84116 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -9593788.000000 Penalty: 5823.591797
	Iteration 70Q: 3 clusters Score -9593788 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84673 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -9593877.000000 Penalty: 5823.591797
	Iteration 71Q: 3 clusters Score -9593877 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85199 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -9593961.000000 Penalty: 5823.591797
	Iteration 72Q: 3 clusters Score -9593961 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85691 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -9594044.000000 Penalty: 5823.591797
	Iteration 73Q: 3 clusters Score -9594044 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86139 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -9594082.000000 Penalty: 5823.591797
	Iteration 74Q: 3 clusters Score -9594082 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86572 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -9594087.000000 Penalty: 5823.591797
	Iteration 75Q: 3 clusters Score -9594087 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86979 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -9594106.000000 Penalty: 5823.591797
	Iteration 76Q: 3 clusters Score -9594106 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87350 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -9594142.000000 Penalty: 5823.591797
	Iteration 77Q: 3 clusters Score -9594142 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87736 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -9594159.000000 Penalty: 5823.591797
	Iteration 78Q: 3 clusters Score -9594159 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88089 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -9594221.000000 Penalty: 5823.591797
	Iteration 79Q: 3 clusters Score -9594221 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88412 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -9594244.000000 Penalty: 5823.591797
	Iteration 80F: 3 clusters Score -9594244 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88690 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -9594255.000000 Penalty: 5823.591797
	Iteration 81Q: 3 clusters Score -9594255 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88944 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 89178 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 89410 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 89636 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 89877 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 90105 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 90321 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 90526 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 90733 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 90916 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 91109 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 91299 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 91454 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 91591 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 91709 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 91836 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 91955 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 92063 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 92153 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9594469 nChanged 106
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Mstep: Class 1 contains 92259 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 92371 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 92481 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 92592 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 92683 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 92767 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 92839 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 93036 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 93150 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 32380 members 
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Mstep: Class 1 contains 93321 members 
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Mstep: Class 1 contains 93348 members 
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Mstep: Class 1 contains 93372 members 
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Mstep: Class 1 contains 93401 members 
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Mstep: Class 1 contains 93423 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 93482 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 93515 members 
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Mstep: Class 1 contains 93549 members 
Mstep: Class 2 contains 32083 members 
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Mstep: Class 1 contains 93584 members 
Mstep: Class 2 contains 32048 members 
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Mstep: Class 1 contains 93623 members 
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Mstep: Class 1 contains 93665 members 
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Mstep: Class 1 contains 93712 members 
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Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -9594495.000000 Penalty: 5823.591797
	Iteration 175Q: 3 clusters Score -9594495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95696 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -9594506.000000 Penalty: 5823.591797
	Iteration 176Q: 3 clusters Score -9594506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95733 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -9594499.000000 Penalty: 5823.591797
	Iteration 177Q: 3 clusters Score -9594499 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95770 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -9594489.000000 Penalty: 5823.591797
	Iteration 178Q: 3 clusters Score -9594489 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95807 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -9594489.000000 Penalty: 5823.591797
	Iteration 179Q: 3 clusters Score -9594489 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95834 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -9594497.000000 Penalty: 5823.591797
	Iteration 180F: 3 clusters Score -9594497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95859 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -9594498.000000 Penalty: 5823.591797
	Iteration 181Q: 3 clusters Score -9594498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95883 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -9594497.000000 Penalty: 5823.591797
	Iteration 182Q: 3 clusters Score -9594497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95905 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -9594499.000000 Penalty: 5823.591797
	Iteration 183Q: 3 clusters Score -9594499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95925 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -9594511.000000 Penalty: 5823.591797
	Iteration 184Q: 3 clusters Score -9594511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95953 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -9594511.000000 Penalty: 5823.591797
	Iteration 185Q: 3 clusters Score -9594511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95984 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -9594522.000000 Penalty: 5823.591797
	Iteration 186Q: 3 clusters Score -9594522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96016 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -9594522.000000 Penalty: 5823.591797
	Iteration 187Q: 3 clusters Score -9594522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96048 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -9594532.000000 Penalty: 5823.591797
	Iteration 188Q: 3 clusters Score -9594532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96085 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -9594532.000000 Penalty: 5823.591797
	Iteration 189Q: 3 clusters Score -9594532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96118 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -9594525.000000 Penalty: 5823.591797
	Iteration 190Q: 3 clusters Score -9594525 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96157 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -9594515.000000 Penalty: 5823.591797
	Iteration 191Q: 3 clusters Score -9594515 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96191 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -9594508.000000 Penalty: 5823.591797
	Iteration 192Q: 3 clusters Score -9594508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96216 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -9594500.000000 Penalty: 5823.591797
	Iteration 193Q: 3 clusters Score -9594500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96241 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -9594501.000000 Penalty: 5823.591797
	Iteration 194Q: 3 clusters Score -9594501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96259 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -9594490.000000 Penalty: 5823.591797
	Iteration 195Q: 3 clusters Score -9594490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96278 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -9594489.000000 Penalty: 5823.591797
	Iteration 196Q: 3 clusters Score -9594489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96298 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -9594484.000000 Penalty: 5823.591797
	Iteration 197Q: 3 clusters Score -9594484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96319 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -9594483.000000 Penalty: 5823.591797
	Iteration 198Q: 3 clusters Score -9594483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96335 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -9594480.000000 Penalty: 5823.591797
	Iteration 199Q: 3 clusters Score -9594480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96354 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -9594485.000000 Penalty: 5823.591797
	Iteration 200F: 3 clusters Score -9594485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96372 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -9594483.000000 Penalty: 5823.591797
	Iteration 201Q: 3 clusters Score -9594483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96385 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -9594495.000000 Penalty: 5823.591797
	Iteration 202Q: 3 clusters Score -9594495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96401 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -9594481.000000 Penalty: 5823.591797
	Iteration 203Q: 3 clusters Score -9594481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96417 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -9594492.000000 Penalty: 5823.591797
	Iteration 204Q: 3 clusters Score -9594492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96432 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -9594498.000000 Penalty: 5823.591797
	Iteration 205Q: 3 clusters Score -9594498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96443 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -9594505.000000 Penalty: 5823.591797
	Iteration 206Q: 3 clusters Score -9594505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96452 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -9594497.000000 Penalty: 5823.591797
	Iteration 207Q: 3 clusters Score -9594497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96461 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -9594509.000000 Penalty: 5823.591797
	Iteration 208Q: 3 clusters Score -9594509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96473 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -9594509.000000 Penalty: 5823.591797
	Iteration 209Q: 3 clusters Score -9594509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96487 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -9594502.000000 Penalty: 5823.591797
	Iteration 210Q: 3 clusters Score -9594502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96501 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -9594496.000000 Penalty: 5823.591797
	Iteration 211Q: 3 clusters Score -9594496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96507 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -9594500.000000 Penalty: 5823.591797
	Iteration 212Q: 3 clusters Score -9594500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96509 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -9594499.000000 Penalty: 5823.591797
	Iteration 213Q: 3 clusters Score -9594499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96511 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -9594496.000000 Penalty: 5823.591797
	Iteration 214Q: 3 clusters Score -9594496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96511 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -9594496.000000 Penalty: 5823.591797
	Iteration 215F: 3 clusters Score -9594496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Entering Unmasked Estep 
Score: -1127724.625000 Penalty: 2411.952881
	Iteration 0F: 2 clusters Score -1127725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1115801.000000 Penalty: 4823.905762
	Iteration 0F: 3 clusters Score -1115801 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1119678.875000 Penalty: 4823.905762
	Iteration 1F: 3 clusters Score -1119679 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1120132.875000 Penalty: 4823.905762
	Iteration 2F: 3 clusters Score -1120133 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1120502.375000 Penalty: 4823.905762
	Iteration 3F: 3 clusters Score -1120502 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1120847.375000 Penalty: 4823.905762
	Iteration 4Q: 3 clusters Score -1120847 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1121169.875000 Penalty: 4823.905762
	Iteration 5Q: 3 clusters Score -1121170 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1121469.000000 Penalty: 4823.905762
	Iteration 6Q: 3 clusters Score -1121469 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1121754.625000 Penalty: 4823.905762
	Iteration 7Q: 3 clusters Score -1121755 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1122055.250000 Penalty: 4823.905762
	Iteration 8Q: 3 clusters Score -1122055 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1122348.750000 Penalty: 4823.905762
	Iteration 9Q: 3 clusters Score -1122349 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1122658.375000 Penalty: 4823.905762
	Iteration 10Q: 3 clusters Score -1122658 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1122937.875000 Penalty: 4823.905762
	Iteration 11Q: 3 clusters Score -1122938 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1123221.750000 Penalty: 4823.905762
	Iteration 12Q: 3 clusters Score -1123222 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1123456.375000 Penalty: 4823.905762
	Iteration 13Q: 3 clusters Score -1123456 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1123656.875000 Penalty: 4823.905762
	Iteration 14Q: 3 clusters Score -1123657 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1123822.125000 Penalty: 4823.905762
	Iteration 15Q: 3 clusters Score -1123822 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1123966.750000 Penalty: 4823.905762
	Iteration 16Q: 3 clusters Score -1123967 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1124099.000000 Penalty: 4823.905762
	Iteration 17Q: 3 clusters Score -1124099 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1124205.000000 Penalty: 4823.905762
	Iteration 18Q: 3 clusters Score -1124205 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1124296.750000 Penalty: 4823.905762
	Iteration 19Q: 3 clusters Score -1124297 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1124397.125000 Penalty: 4823.905762
	Iteration 20F: 3 clusters Score -1124397 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1124486.500000 Penalty: 4823.905762
	Iteration 21Q: 3 clusters Score -1124486 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1124570.625000 Penalty: 4823.905762
	Iteration 22Q: 3 clusters Score -1124571 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1124646.750000 Penalty: 4823.905762
	Iteration 23Q: 3 clusters Score -1124647 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1124712.125000 Penalty: 4823.905762
	Iteration 24Q: 3 clusters Score -1124712 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1124763.750000 Penalty: 4823.905762
	Iteration 25Q: 3 clusters Score -1124764 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1124811.750000 Penalty: 4823.905762
	Iteration 26Q: 3 clusters Score -1124812 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1124866.750000 Penalty: 4823.905762
	Iteration 27Q: 3 clusters Score -1124867 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1124915.500000 Penalty: 4823.905762
	Iteration 28Q: 3 clusters Score -1124916 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1124963.250000 Penalty: 4823.905762
	Iteration 29Q: 3 clusters Score -1124963 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1125023.500000 Penalty: 4823.905762
	Iteration 30Q: 3 clusters Score -1125024 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1125075.625000 Penalty: 4823.905762
	Iteration 31Q: 3 clusters Score -1125076 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1125126.875000 Penalty: 4823.905762
	Iteration 32Q: 3 clusters Score -1125127 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1125174.000000 Penalty: 4823.905762
	Iteration 33Q: 3 clusters Score -1125174 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1125222.625000 Penalty: 4823.905762
	Iteration 34Q: 3 clusters Score -1125223 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1125285.625000 Penalty: 4823.905762
	Iteration 35Q: 3 clusters Score -1125286 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1125337.750000 Penalty: 4823.905762
	Iteration 36Q: 3 clusters Score -1125338 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1125382.125000 Penalty: 4823.905762
	Iteration 37Q: 3 clusters Score -1125382 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1125429.500000 Penalty: 4823.905762
	Iteration 38Q: 3 clusters Score -1125430 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1125478.500000 Penalty: 4823.905762
	Iteration 39Q: 3 clusters Score -1125478 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1125539.750000 Penalty: 4823.905762
	Iteration 40F: 3 clusters Score -1125540 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1125589.750000 Penalty: 4823.905762
	Iteration 41Q: 3 clusters Score -1125590 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1125644.125000 Penalty: 4823.905762
	Iteration 42Q: 3 clusters Score -1125644 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1125690.250000 Penalty: 4823.905762
	Iteration 43Q: 3 clusters Score -1125690 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1125754.500000 Penalty: 4823.905762
	Iteration 44Q: 3 clusters Score -1125754 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1125799.750000 Penalty: 4823.905762
	Iteration 45Q: 3 clusters Score -1125800 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1125837.000000 Penalty: 4823.905762
	Iteration 46Q: 3 clusters Score -1125837 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1125880.750000 Penalty: 4823.905762
	Iteration 47Q: 3 clusters Score -1125881 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1125928.625000 Penalty: 4823.905762
	Iteration 48Q: 3 clusters Score -1125929 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1125974.125000 Penalty: 4823.905762
	Iteration 49Q: 3 clusters Score -1125974 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1126009.375000 Penalty: 4823.905762
	Iteration 50Q: 3 clusters Score -1126009 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1126040.875000 Penalty: 4823.905762
	Iteration 51Q: 3 clusters Score -1126041 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1126072.125000 Penalty: 4823.905762
	Iteration 52Q: 3 clusters Score -1126072 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1126094.000000 Penalty: 4823.905762
	Iteration 53Q: 3 clusters Score -1126094 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1126111.375000 Penalty: 4823.905762
	Iteration 54Q: 3 clusters Score -1126111 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1126130.500000 Penalty: 4823.905762
	Iteration 55Q: 3 clusters Score -1126130 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1126146.125000 Penalty: 4823.905762
	Iteration 56Q: 3 clusters Score -1126146 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1126161.750000 Penalty: 4823.905762
	Iteration 57Q: 3 clusters Score -1126162 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1126174.000000 Penalty: 4823.905762
	Iteration 58Q: 3 clusters Score -1126174 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1126183.125000 Penalty: 4823.905762
	Iteration 59Q: 3 clusters Score -1126183 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1126192.500000 Penalty: 4823.905762
	Iteration 60F: 3 clusters Score -1126192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1126205.125000 Penalty: 4823.905762
	Iteration 61Q: 3 clusters Score -1126205 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1126217.125000 Penalty: 4823.905762
	Iteration 62Q: 3 clusters Score -1126217 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1126225.000000 Penalty: 4823.905762
	Iteration 63Q: 3 clusters Score -1126225 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1126237.375000 Penalty: 4823.905762
	Iteration 64Q: 3 clusters Score -1126237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1126244.250000 Penalty: 4823.905762
	Iteration 65Q: 3 clusters Score -1126244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1126255.500000 Penalty: 4823.905762
	Iteration 66Q: 3 clusters Score -1126256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1126267.500000 Penalty: 4823.905762
	Iteration 67Q: 3 clusters Score -1126268 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1126286.500000 Penalty: 4823.905762
	Iteration 68Q: 3 clusters Score -1126286 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1126299.000000 Penalty: 4823.905762
	Iteration 69Q: 3 clusters Score -1126299 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1126313.875000 Penalty: 4823.905762
	Iteration 70Q: 3 clusters Score -1126314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1126326.875000 Penalty: 4823.905762
	Iteration 71Q: 3 clusters Score -1126327 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1126337.500000 Penalty: 4823.905762
	Iteration 72Q: 3 clusters Score -1126338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1126348.000000 Penalty: 4823.905762
	Iteration 73Q: 3 clusters Score -1126348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1126356.500000 Penalty: 4823.905762
	Iteration 74Q: 3 clusters Score -1126356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1126365.500000 Penalty: 4823.905762
	Iteration 75Q: 3 clusters Score -1126366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1126365.375000 Penalty: 4823.905762
	Iteration 76Q: 3 clusters Score -1126365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1126369.625000 Penalty: 4823.905762
	Iteration 77Q: 3 clusters Score -1126370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1126373.000000 Penalty: 4823.905762
	Iteration 78Q: 3 clusters Score -1126373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1126376.625000 Penalty: 4823.905762
	Iteration 79Q: 3 clusters Score -1126377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1126379.750000 Penalty: 4823.905762
	Iteration 80F: 3 clusters Score -1126380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1126382.000000 Penalty: 4823.905762
	Iteration 81Q: 3 clusters Score -1126382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1126385.500000 Penalty: 4823.905762
	Iteration 82Q: 3 clusters Score -1126386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -1126388.125000 Penalty: 4823.905762
	Iteration 83Q: 3 clusters Score -1126388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1126385.500000 Penalty: 4823.905762
	Iteration 84Q: 3 clusters Score -1126386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -1126386.500000 Penalty: 4823.905762
	Iteration 85Q: 3 clusters Score -1126386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1126389.250000 Penalty: 4823.905762
	Iteration 86Q: 3 clusters Score -1126389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1126390.875000 Penalty: 4823.905762
	Iteration 87Q: 3 clusters Score -1126391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1126392.750000 Penalty: 4823.905762
	Iteration 88Q: 3 clusters Score -1126393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1126392.875000 Penalty: 4823.905762
	Iteration 89Q: 3 clusters Score -1126393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1126391.375000 Penalty: 4823.905762
	Iteration 90Q: 3 clusters Score -1126391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -1126391.000000 Penalty: 4823.905762
	Iteration 91Q: 3 clusters Score -1126391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1126389.250000 Penalty: 4823.905762
	Iteration 92Q: 3 clusters Score -1126389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1126390.500000 Penalty: 4823.905762
	Iteration 93Q: 3 clusters Score -1126390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1126393.000000 Penalty: 4823.905762
	Iteration 94Q: 3 clusters Score -1126393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1126394.750000 Penalty: 4823.905762
	Iteration 95Q: 3 clusters Score -1126395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1126395.250000 Penalty: 4823.905762
	Iteration 96Q: 3 clusters Score -1126395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -1126395.000000 Penalty: 4823.905762
	Iteration 97Q: 3 clusters Score -1126395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1126394.500000 Penalty: 4823.905762
	Iteration 98Q: 3 clusters Score -1126394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1126397.000000 Penalty: 4823.905762
	Iteration 99Q: 3 clusters Score -1126397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1126396.625000 Penalty: 4823.905762
	Iteration 100F: 3 clusters Score -1126397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1126398.500000 Penalty: 4823.905762
	Iteration 101Q: 3 clusters Score -1126398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1126400.000000 Penalty: 4823.905762
	Iteration 102Q: 3 clusters Score -1126400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1126402.750000 Penalty: 4823.905762
	Iteration 103Q: 3 clusters Score -1126403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1126402.375000 Penalty: 4823.905762
	Iteration 104Q: 3 clusters Score -1126402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1126402.000000 Penalty: 4823.905762
	Iteration 105Q: 3 clusters Score -1126402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1126404.000000 Penalty: 4823.905762
	Iteration 106Q: 3 clusters Score -1126404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1126404.625000 Penalty: 4823.905762
	Iteration 107Q: 3 clusters Score -1126405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1126405.625000 Penalty: 4823.905762
	Iteration 108Q: 3 clusters Score -1126406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1126405.625000 Penalty: 4823.905762
	Iteration 109F: 3 clusters Score -1126406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Entering Unmasked Estep 
Score: -2126284.750000 Penalty: 2542.643311
	Iteration 0F: 2 clusters Score -2126285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2106683.500000 Penalty: 5085.286621
	Iteration 0F: 3 clusters Score -2106684 nChanged 12792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2113590.250000 Penalty: 5085.286621
	Iteration 1F: 3 clusters Score -2113590 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2114091.500000 Penalty: 5085.286621
	Iteration 2Q: 3 clusters Score -2114092 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2114585.750000 Penalty: 5085.286621
	Iteration 3Q: 3 clusters Score -2114586 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2115249.500000 Penalty: 5085.286621
	Iteration 4Q: 3 clusters Score -2115250 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2116132.000000 Penalty: 5085.286621
	Iteration 5F: 3 clusters Score -2116132 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2117289.500000 Penalty: 5085.286621
	Iteration 6F: 3 clusters Score -2117290 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2118712.000000 Penalty: 5085.286621
	Iteration 7F: 3 clusters Score -2118712 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2120057.750000 Penalty: 5085.286621
	Iteration 8F: 3 clusters Score -2120058 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2121121.750000 Penalty: 5085.286621
	Iteration 9F: 3 clusters Score -2121122 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2121822.750000 Penalty: 5085.286621
	Iteration 10Q: 3 clusters Score -2121823 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2122230.750000 Penalty: 5085.286621
	Iteration 11Q: 3 clusters Score -2122231 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2122578.500000 Penalty: 5085.286621
	Iteration 12Q: 3 clusters Score -2122578 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2122875.500000 Penalty: 5085.286621
	Iteration 13Q: 3 clusters Score -2122876 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2123227.250000 Penalty: 5085.286621
	Iteration 14Q: 3 clusters Score -2123227 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2123671.500000 Penalty: 5085.286621
	Iteration 15Q: 3 clusters Score -2123672 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2124088.750000 Penalty: 5085.286621
	Iteration 16Q: 3 clusters Score -2124089 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2124319.500000 Penalty: 5085.286621
	Iteration 17Q: 3 clusters Score -2124320 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2124446.250000 Penalty: 5085.286621
	Iteration 18Q: 3 clusters Score -2124446 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2124533.750000 Penalty: 5085.286621
	Iteration 19Q: 3 clusters Score -2124534 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2124583.500000 Penalty: 5085.286621
	Iteration 20F: 3 clusters Score -2124584 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2124625.750000 Penalty: 5085.286621
	Iteration 21Q: 3 clusters Score -2124626 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2124675.250000 Penalty: 5085.286621
	Iteration 22Q: 3 clusters Score -2124675 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2124700.750000 Penalty: 5085.286621
	Iteration 23Q: 3 clusters Score -2124701 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2124738.500000 Penalty: 5085.286621
	Iteration 24Q: 3 clusters Score -2124738 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2124762.250000 Penalty: 5085.286621
	Iteration 25Q: 3 clusters Score -2124762 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2124782.500000 Penalty: 5085.286621
	Iteration 26Q: 3 clusters Score -2124782 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2124802.750000 Penalty: 5085.286621
	Iteration 27Q: 3 clusters Score -2124803 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2124820.250000 Penalty: 5085.286621
	Iteration 28Q: 3 clusters Score -2124820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2124829.250000 Penalty: 5085.286621
	Iteration 29Q: 3 clusters Score -2124829 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2124839.250000 Penalty: 5085.286621
	Iteration 30Q: 3 clusters Score -2124839 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2124846.750000 Penalty: 5085.286621
	Iteration 31Q: 3 clusters Score -2124847 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2124850.000000 Penalty: 5085.286621
	Iteration 32Q: 3 clusters Score -2124850 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2124853.000000 Penalty: 5085.286621
	Iteration 33Q: 3 clusters Score -2124853 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2124865.500000 Penalty: 5085.286621
	Iteration 34Q: 3 clusters Score -2124866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2124872.750000 Penalty: 5085.286621
	Iteration 35Q: 3 clusters Score -2124873 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2124874.000000 Penalty: 5085.286621
	Iteration 36Q: 3 clusters Score -2124874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2124885.500000 Penalty: 5085.286621
	Iteration 37Q: 3 clusters Score -2124886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2124884.250000 Penalty: 5085.286621
	Iteration 38Q: 3 clusters Score -2124884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2124881.750000 Penalty: 5085.286621
	Iteration 39Q: 3 clusters Score -2124882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2124886.250000 Penalty: 5085.286621
	Iteration 40F: 3 clusters Score -2124886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2124895.500000 Penalty: 5085.286621
	Iteration 41Q: 3 clusters Score -2124896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2124893.750000 Penalty: 5085.286621
	Iteration 42Q: 3 clusters Score -2124894 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2124903.500000 Penalty: 5085.286621
	Iteration 43Q: 3 clusters Score -2124904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2124907.000000 Penalty: 5085.286621
	Iteration 44Q: 3 clusters Score -2124907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2124911.750000 Penalty: 5085.286621
	Iteration 45Q: 3 clusters Score -2124912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2124909.000000 Penalty: 5085.286621
	Iteration 46Q: 3 clusters Score -2124909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2124912.500000 Penalty: 5085.286621
	Iteration 47Q: 3 clusters Score -2124912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2124916.500000 Penalty: 5085.286621
	Iteration 48Q: 3 clusters Score -2124916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2124919.000000 Penalty: 5085.286621
	Iteration 49Q: 3 clusters Score -2124919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2124917.750000 Penalty: 5085.286621
	Iteration 50Q: 3 clusters Score -2124918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2124920.500000 Penalty: 5085.286621
	Iteration 51Q: 3 clusters Score -2124920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2124921.500000 Penalty: 5085.286621
	Iteration 52Q: 3 clusters Score -2124922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2124918.500000 Penalty: 5085.286621
	Iteration 53Q: 3 clusters Score -2124918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2124925.500000 Penalty: 5085.286621
	Iteration 54Q: 3 clusters Score -2124926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2124926.250000 Penalty: 5085.286621
	Iteration 55Q: 3 clusters Score -2124926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2124926.750000 Penalty: 5085.286621
	Iteration 56Q: 3 clusters Score -2124927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2124931.500000 Penalty: 5085.286621
	Iteration 57Q: 3 clusters Score -2124932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2124930.750000 Penalty: 5085.286621
	Iteration 58Q: 3 clusters Score -2124931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2124931.750000 Penalty: 5085.286621
	Iteration 59Q: 3 clusters Score -2124932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2124932.500000 Penalty: 5085.286621
	Iteration 60F: 3 clusters Score -2124932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2124931.500000 Penalty: 5085.286621
	Iteration 61Q: 3 clusters Score -2124932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2124938.250000 Penalty: 5085.286621
	Iteration 62Q: 3 clusters Score -2124938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2124934.500000 Penalty: 5085.286621
	Iteration 63Q: 3 clusters Score -2124934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2124934.250000 Penalty: 5085.286621
	Iteration 64Q: 3 clusters Score -2124934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2124937.500000 Penalty: 5085.286621
	Iteration 65Q: 3 clusters Score -2124938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2124936.250000 Penalty: 5085.286621
	Iteration 66Q: 3 clusters Score -2124936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2124938.250000 Penalty: 5085.286621
	Iteration 67Q: 3 clusters Score -2124938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2124936.500000 Penalty: 5085.286621
	Iteration 68Q: 3 clusters Score -2124936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2124936.500000 Penalty: 5085.286621
	Iteration 69F: 3 clusters Score -2124936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Entering Unmasked Estep 
Score: -179921.265625 Penalty: 1954.720459
	Iteration 0F: 2 clusters Score -179921.3 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 1292 members 
Entering Unmasked Estep 
Score: -176877.015625 Penalty: 3909.440918
	Iteration 0F: 3 clusters Score -176877 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -177557.062500 Penalty: 3909.440918
	Iteration 1F: 3 clusters Score -177557.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -177892.437500 Penalty: 3909.440918
	Iteration 2F: 3 clusters Score -177892.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -178073.015625 Penalty: 3909.440918
	Iteration 3F: 3 clusters Score -178073 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -178238.968750 Penalty: 3909.440918
	Iteration 4F: 3 clusters Score -178239 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -178456.687500 Penalty: 3909.440918
	Iteration 5F: 3 clusters Score -178456.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -178685.796875 Penalty: 3909.440918
	Iteration 6F: 3 clusters Score -178685.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -178852.453125 Penalty: 3909.440918
	Iteration 7Q: 3 clusters Score -178852.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -178964.734375 Penalty: 3909.440918
	Iteration 8Q: 3 clusters Score -178964.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -179045.328125 Penalty: 3909.440918
	Iteration 9Q: 3 clusters Score -179045.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -179120.937500 Penalty: 3909.440918
	Iteration 10Q: 3 clusters Score -179120.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -179183.609375 Penalty: 3909.440918
	Iteration 11Q: 3 clusters Score -179183.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -179237.203125 Penalty: 3909.440918
	Iteration 12Q: 3 clusters Score -179237.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -179285.625000 Penalty: 3909.440918
	Iteration 13Q: 3 clusters Score -179285.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -179324.234375 Penalty: 3909.440918
	Iteration 14Q: 3 clusters Score -179324.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -179345.718750 Penalty: 3909.440918
	Iteration 15Q: 3 clusters Score -179345.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -179362.671875 Penalty: 3909.440918
	Iteration 16Q: 3 clusters Score -179362.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -179371.953125 Penalty: 3909.440918
	Iteration 17Q: 3 clusters Score -179372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -179381.718750 Penalty: 3909.440918
	Iteration 18Q: 3 clusters Score -179381.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -179386.640625 Penalty: 3909.440918
	Iteration 19Q: 3 clusters Score -179386.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -179397.625000 Penalty: 3909.440918
	Iteration 20F: 3 clusters Score -179397.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -179403.796875 Penalty: 3909.440918
	Iteration 21Q: 3 clusters Score -179403.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -179409.437500 Penalty: 3909.440918
	Iteration 22Q: 3 clusters Score -179409.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -179412.421875 Penalty: 3909.440918
	Iteration 23Q: 3 clusters Score -179412.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -179414.531250 Penalty: 3909.440918
	Iteration 24Q: 3 clusters Score -179414.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -179416.390625 Penalty: 3909.440918
	Iteration 25Q: 3 clusters Score -179416.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -179418.140625 Penalty: 3909.440918
	Iteration 26Q: 3 clusters Score -179418.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -179419.593750 Penalty: 3909.440918
	Iteration 27Q: 3 clusters Score -179419.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -179420.375000 Penalty: 3909.440918
	Iteration 28Q: 3 clusters Score -179420.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -179421.703125 Penalty: 3909.440918
	Iteration 29Q: 3 clusters Score -179421.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -179422.828125 Penalty: 3909.440918
	Iteration 30Q: 3 clusters Score -179422.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -179423.984375 Penalty: 3909.440918
	Iteration 31Q: 3 clusters Score -179424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -179425.375000 Penalty: 3909.440918
	Iteration 32Q: 3 clusters Score -179425.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -179427.281250 Penalty: 3909.440918
	Iteration 33Q: 3 clusters Score -179427.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -179428.468750 Penalty: 3909.440918
	Iteration 34Q: 3 clusters Score -179428.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -179428.718750 Penalty: 3909.440918
	Iteration 35Q: 3 clusters Score -179428.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -179428.718750 Penalty: 3909.440918
	Iteration 36F: 3 clusters Score -179428.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Entering Unmasked Estep 
Score: -822629.937500 Penalty: 2302.215332
	Iteration 0F: 2 clusters Score -822629.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -814488.937500 Penalty: 4604.430664
	Iteration 0F: 3 clusters Score -814488.9 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -816851.375000 Penalty: 4604.430664
	Iteration 1F: 3 clusters Score -816851.4 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -817137.500000 Penalty: 4604.430664
	Iteration 2F: 3 clusters Score -817137.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -817373.062500 Penalty: 4604.430664
	Iteration 3Q: 3 clusters Score -817373.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -817603.875000 Penalty: 4604.430664
	Iteration 4Q: 3 clusters Score -817603.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -817864.687500 Penalty: 4604.430664
	Iteration 5Q: 3 clusters Score -817864.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -818132.875000 Penalty: 4604.430664
	Iteration 6Q: 3 clusters Score -818132.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -818438.187500 Penalty: 4604.430664
	Iteration 7Q: 3 clusters Score -818438.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -818763.937500 Penalty: 4604.430664
	Iteration 8Q: 3 clusters Score -818763.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -819141.562500 Penalty: 4604.430664
	Iteration 9Q: 3 clusters Score -819141.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -819482.750000 Penalty: 4604.430664
	Iteration 10Q: 3 clusters Score -819482.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -819792.875000 Penalty: 4604.430664
	Iteration 11Q: 3 clusters Score -819792.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -820034.687500 Penalty: 4604.430664
	Iteration 12Q: 3 clusters Score -820034.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -820202.125000 Penalty: 4604.430664
	Iteration 13Q: 3 clusters Score -820202.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -820332.062500 Penalty: 4604.430664
	Iteration 14Q: 3 clusters Score -820332.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -820408.125000 Penalty: 4604.430664
	Iteration 15Q: 3 clusters Score -820408.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -820463.625000 Penalty: 4604.430664
	Iteration 16Q: 3 clusters Score -820463.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -820497.687500 Penalty: 4604.430664
	Iteration 17Q: 3 clusters Score -820497.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -820524.500000 Penalty: 4604.430664
	Iteration 18Q: 3 clusters Score -820524.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -820539.187500 Penalty: 4604.430664
	Iteration 19Q: 3 clusters Score -820539.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -820552.250000 Penalty: 4604.430664
	Iteration 20F: 3 clusters Score -820552.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -820560.500000 Penalty: 4604.430664
	Iteration 21Q: 3 clusters Score -820560.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -820565.812500 Penalty: 4604.430664
	Iteration 22Q: 3 clusters Score -820565.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -820571.500000 Penalty: 4604.430664
	Iteration 23Q: 3 clusters Score -820571.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -820578.937500 Penalty: 4604.430664
	Iteration 24Q: 3 clusters Score -820578.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -820584.625000 Penalty: 4604.430664
	Iteration 25Q: 3 clusters Score -820584.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -820590.750000 Penalty: 4604.430664
	Iteration 26Q: 3 clusters Score -820590.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -820594.812500 Penalty: 4604.430664
	Iteration 27Q: 3 clusters Score -820594.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -820595.375000 Penalty: 4604.430664
	Iteration 28Q: 3 clusters Score -820595.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -820599.875000 Penalty: 4604.430664
	Iteration 29Q: 3 clusters Score -820599.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -820605.500000 Penalty: 4604.430664
	Iteration 30Q: 3 clusters Score -820605.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -820606.750000 Penalty: 4604.430664
	Iteration 31Q: 3 clusters Score -820606.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -820609.500000 Penalty: 4604.430664
	Iteration 32Q: 3 clusters Score -820609.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -820610.687500 Penalty: 4604.430664
	Iteration 33Q: 3 clusters Score -820610.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -820610.687500 Penalty: 4604.430664
	Iteration 34F: 3 clusters Score -820610.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Entering Unmasked Estep 
Score: -250341.734375 Penalty: 2044.464600
	Iteration 0F: 2 clusters Score -250341.7 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 1898 members 
Entering Unmasked Estep 
Score: -246622.593750 Penalty: 4088.929199
	Iteration 0F: 3 clusters Score -246622.6 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -247492.765625 Penalty: 4088.929199
	Iteration 1F: 3 clusters Score -247492.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -247836.171875 Penalty: 4088.929199
	Iteration 2F: 3 clusters Score -247836.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -248117.453125 Penalty: 4088.929199
	Iteration 3F: 3 clusters Score -248117.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -248340.500000 Penalty: 4088.929199
	Iteration 4F: 3 clusters Score -248340.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -248533.468750 Penalty: 4088.929199
	Iteration 5Q: 3 clusters Score -248533.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -248674.234375 Penalty: 4088.929199
	Iteration 6Q: 3 clusters Score -248674.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -248778.828125 Penalty: 4088.929199
	Iteration 7Q: 3 clusters Score -248778.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -248839.703125 Penalty: 4088.929199
	Iteration 8Q: 3 clusters Score -248839.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -248892.796875 Penalty: 4088.929199
	Iteration 9Q: 3 clusters Score -248892.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -248929.093750 Penalty: 4088.929199
	Iteration 10Q: 3 clusters Score -248929.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -248958.750000 Penalty: 4088.929199
	Iteration 11Q: 3 clusters Score -248958.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -248986.828125 Penalty: 4088.929199
	Iteration 12Q: 3 clusters Score -248986.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -249015.578125 Penalty: 4088.929199
	Iteration 13Q: 3 clusters Score -249015.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -249043.453125 Penalty: 4088.929199
	Iteration 14Q: 3 clusters Score -249043.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -249059.125000 Penalty: 4088.929199
	Iteration 15Q: 3 clusters Score -249059.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -249075.296875 Penalty: 4088.929199
	Iteration 16Q: 3 clusters Score -249075.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -249093.812500 Penalty: 4088.929199
	Iteration 17Q: 3 clusters Score -249093.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -249107.609375 Penalty: 4088.929199
	Iteration 18Q: 3 clusters Score -249107.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -249117.515625 Penalty: 4088.929199
	Iteration 19Q: 3 clusters Score -249117.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -249124.046875 Penalty: 4088.929199
	Iteration 20F: 3 clusters Score -249124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -249127.906250 Penalty: 4088.929199
	Iteration 21Q: 3 clusters Score -249127.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -249130.703125 Penalty: 4088.929199
	Iteration 22Q: 3 clusters Score -249130.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -249132.125000 Penalty: 4088.929199
	Iteration 23Q: 3 clusters Score -249132.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -249132.453125 Penalty: 4088.929199
	Iteration 24Q: 3 clusters Score -249132.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -249133.328125 Penalty: 4088.929199
	Iteration 25Q: 3 clusters Score -249133.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -249133.765625 Penalty: 4088.929199
	Iteration 26Q: 3 clusters Score -249133.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -249135.718750 Penalty: 4088.929199
	Iteration 27Q: 3 clusters Score -249135.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -249135.906250 Penalty: 4088.929199
	Iteration 28Q: 3 clusters Score -249135.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -249136.703125 Penalty: 4088.929199
	Iteration 29Q: 3 clusters Score -249136.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -249136.703125 Penalty: 4088.929199
	Iteration 30F: 3 clusters Score -249136.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -769564.625000 Penalty: 2283.643066
	Iteration 0F: 2 clusters Score -769564.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -761876.875000 Penalty: 4567.286133
	Iteration 0F: 3 clusters Score -761876.9 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -764213.937500 Penalty: 4567.286133
	Iteration 1F: 3 clusters Score -764213.9 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -764581.812500 Penalty: 4567.286133
	Iteration 2F: 3 clusters Score -764581.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -764890.437500 Penalty: 4567.286133
	Iteration 3F: 3 clusters Score -764890.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -765229.125000 Penalty: 4567.286133
	Iteration 4F: 3 clusters Score -765229.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -765579.000000 Penalty: 4567.286133
	Iteration 5F: 3 clusters Score -765579 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -765917.000000 Penalty: 4567.286133
	Iteration 6F: 3 clusters Score -765917 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -766230.750000 Penalty: 4567.286133
	Iteration 7Q: 3 clusters Score -766230.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -766551.875000 Penalty: 4567.286133
	Iteration 8Q: 3 clusters Score -766551.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -766867.812500 Penalty: 4567.286133
	Iteration 9Q: 3 clusters Score -766867.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -767139.687500 Penalty: 4567.286133
	Iteration 10Q: 3 clusters Score -767139.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -767346.500000 Penalty: 4567.286133
	Iteration 11Q: 3 clusters Score -767346.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -767504.250000 Penalty: 4567.286133
	Iteration 12Q: 3 clusters Score -767504.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -767614.062500 Penalty: 4567.286133
	Iteration 13Q: 3 clusters Score -767614.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -767692.312500 Penalty: 4567.286133
	Iteration 14Q: 3 clusters Score -767692.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -767745.375000 Penalty: 4567.286133
	Iteration 15Q: 3 clusters Score -767745.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -767776.500000 Penalty: 4567.286133
	Iteration 16Q: 3 clusters Score -767776.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -767806.875000 Penalty: 4567.286133
	Iteration 17Q: 3 clusters Score -767806.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -767831.937500 Penalty: 4567.286133
	Iteration 18Q: 3 clusters Score -767831.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -767862.812500 Penalty: 4567.286133
	Iteration 19Q: 3 clusters Score -767862.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -767895.312500 Penalty: 4567.286133
	Iteration 20F: 3 clusters Score -767895.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -767934.875000 Penalty: 4567.286133
	Iteration 21Q: 3 clusters Score -767934.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -767992.250000 Penalty: 4567.286133
	Iteration 22Q: 3 clusters Score -767992.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -768059.937500 Penalty: 4567.286133
	Iteration 23Q: 3 clusters Score -768059.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -768138.187500 Penalty: 4567.286133
	Iteration 24Q: 3 clusters Score -768138.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -768227.562500 Penalty: 4567.286133
	Iteration 25Q: 3 clusters Score -768227.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -768330.937500 Penalty: 4567.286133
	Iteration 26Q: 3 clusters Score -768330.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -768413.250000 Penalty: 4567.286133
	Iteration 27Q: 3 clusters Score -768413.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -768478.187500 Penalty: 4567.286133
	Iteration 28Q: 3 clusters Score -768478.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -768514.125000 Penalty: 4567.286133
	Iteration 29Q: 3 clusters Score -768514.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -768538.875000 Penalty: 4567.286133
	Iteration 30Q: 3 clusters Score -768538.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -768555.437500 Penalty: 4567.286133
	Iteration 31Q: 3 clusters Score -768555.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -768564.062500 Penalty: 4567.286133
	Iteration 32Q: 3 clusters Score -768564.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -768571.625000 Penalty: 4567.286133
	Iteration 33Q: 3 clusters Score -768571.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -768577.125000 Penalty: 4567.286133
	Iteration 34Q: 3 clusters Score -768577.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -768587.562500 Penalty: 4567.286133
	Iteration 35Q: 3 clusters Score -768587.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -768593.250000 Penalty: 4567.286133
	Iteration 36Q: 3 clusters Score -768593.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -768603.812500 Penalty: 4567.286133
	Iteration 37Q: 3 clusters Score -768603.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -768609.875000 Penalty: 4567.286133
	Iteration 38Q: 3 clusters Score -768609.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -768613.000000 Penalty: 4567.286133
	Iteration 39Q: 3 clusters Score -768613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -768618.125000 Penalty: 4567.286133
	Iteration 40F: 3 clusters Score -768618.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -768622.375000 Penalty: 4567.286133
	Iteration 41Q: 3 clusters Score -768622.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -768625.750000 Penalty: 4567.286133
	Iteration 42Q: 3 clusters Score -768625.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -768628.000000 Penalty: 4567.286133
	Iteration 43Q: 3 clusters Score -768628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -768628.375000 Penalty: 4567.286133
	Iteration 44Q: 3 clusters Score -768628.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -768630.187500 Penalty: 4567.286133
	Iteration 45Q: 3 clusters Score -768630.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -768632.812500 Penalty: 4567.286133
	Iteration 46Q: 3 clusters Score -768632.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -768634.062500 Penalty: 4567.286133
	Iteration 47Q: 3 clusters Score -768634.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -768633.312500 Penalty: 4567.286133
	Iteration 48Q: 3 clusters Score -768633.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -768634.250000 Penalty: 4567.286133
	Iteration 49Q: 3 clusters Score -768634.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -768634.000000 Penalty: 4567.286133
	Iteration 50Q: 3 clusters Score -768634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -768635.187500 Penalty: 4567.286133
	Iteration 51Q: 3 clusters Score -768635.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -768635.562500 Penalty: 4567.286133
	Iteration 52Q: 3 clusters Score -768635.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -768636.750000 Penalty: 4567.286133
	Iteration 53Q: 3 clusters Score -768636.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -768635.812500 Penalty: 4567.286133
	Iteration 54Q: 3 clusters Score -768635.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -768635.812500 Penalty: 4567.286133
	Iteration 55F: 3 clusters Score -768635.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Entering Unmasked Estep 
Score: -791531.937500 Penalty: 2304.784424
	Iteration 0F: 2 clusters Score -791531.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -783289.500000 Penalty: 4609.568848
	Iteration 0F: 3 clusters Score -783289.5 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -785730.937500 Penalty: 4609.568848
	Iteration 1F: 3 clusters Score -785730.9 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -786101.375000 Penalty: 4609.568848
	Iteration 2F: 3 clusters Score -786101.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -786366.500000 Penalty: 4609.568848
	Iteration 3F: 3 clusters Score -786366.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -786573.937500 Penalty: 4609.568848
	Iteration 4Q: 3 clusters Score -786573.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -786772.875000 Penalty: 4609.568848
	Iteration 5Q: 3 clusters Score -786772.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -786975.562500 Penalty: 4609.568848
	Iteration 6Q: 3 clusters Score -786975.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -787205.000000 Penalty: 4609.568848
	Iteration 7Q: 3 clusters Score -787205 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -787458.812500 Penalty: 4609.568848
	Iteration 8Q: 3 clusters Score -787458.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -787720.687500 Penalty: 4609.568848
	Iteration 9Q: 3 clusters Score -787720.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -788016.750000 Penalty: 4609.568848
	Iteration 10Q: 3 clusters Score -788016.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -788277.250000 Penalty: 4609.568848
	Iteration 11Q: 3 clusters Score -788277.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -788536.812500 Penalty: 4609.568848
	Iteration 12Q: 3 clusters Score -788536.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -788829.000000 Penalty: 4609.568848
	Iteration 13Q: 3 clusters Score -788829 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -789044.250000 Penalty: 4609.568848
	Iteration 14Q: 3 clusters Score -789044.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -789200.500000 Penalty: 4609.568848
	Iteration 15Q: 3 clusters Score -789200.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -789310.125000 Penalty: 4609.568848
	Iteration 16Q: 3 clusters Score -789310.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -789379.062500 Penalty: 4609.568848
	Iteration 17Q: 3 clusters Score -789379.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -789446.375000 Penalty: 4609.568848
	Iteration 18Q: 3 clusters Score -789446.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -789496.562500 Penalty: 4609.568848
	Iteration 19Q: 3 clusters Score -789496.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -789575.750000 Penalty: 4609.568848
	Iteration 20F: 3 clusters Score -789575.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -789682.625000 Penalty: 4609.568848
	Iteration 21Q: 3 clusters Score -789682.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -789772.875000 Penalty: 4609.568848
	Iteration 22Q: 3 clusters Score -789772.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -789817.625000 Penalty: 4609.568848
	Iteration 23Q: 3 clusters Score -789817.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -789833.500000 Penalty: 4609.568848
	Iteration 24Q: 3 clusters Score -789833.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -789847.812500 Penalty: 4609.568848
	Iteration 25Q: 3 clusters Score -789847.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -789854.250000 Penalty: 4609.568848
	Iteration 26Q: 3 clusters Score -789854.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -789859.562500 Penalty: 4609.568848
	Iteration 27Q: 3 clusters Score -789859.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -789866.625000 Penalty: 4609.568848
	Iteration 28Q: 3 clusters Score -789866.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -789869.312500 Penalty: 4609.568848
	Iteration 29Q: 3 clusters Score -789869.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -789872.937500 Penalty: 4609.568848
	Iteration 30Q: 3 clusters Score -789872.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -789875.812500 Penalty: 4609.568848
	Iteration 31Q: 3 clusters Score -789875.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -789875.750000 Penalty: 4609.568848
	Iteration 32Q: 3 clusters Score -789875.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -789875.750000 Penalty: 4609.568848
	Iteration 33F: 3 clusters Score -789875.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -51592.351562 Penalty: 1643.097290
	Iteration 0F: 2 clusters Score -51592.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -49898.917969 Penalty: 3286.194580
	Iteration 0F: 3 clusters Score -49898.92 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -50219.234375 Penalty: 3286.194580
	Iteration 1F: 3 clusters Score -50219.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -50302.484375 Penalty: 3286.194580
	Iteration 2F: 3 clusters Score -50302.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -50356.808594 Penalty: 3286.194580
	Iteration 3Q: 3 clusters Score -50356.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -50381.316406 Penalty: 3286.194580
	Iteration 4Q: 3 clusters Score -50381.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -50391.042969 Penalty: 3286.194580
	Iteration 5Q: 3 clusters Score -50391.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -50398.257812 Penalty: 3286.194580
	Iteration 6Q: 3 clusters Score -50398.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -50406.953125 Penalty: 3286.194580
	Iteration 7Q: 3 clusters Score -50406.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -50414.667969 Penalty: 3286.194580
	Iteration 8Q: 3 clusters Score -50414.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -50418.105469 Penalty: 3286.194580
	Iteration 9Q: 3 clusters Score -50418.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50422.562500 Penalty: 3286.194580
	Iteration 10Q: 3 clusters Score -50422.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -50426.210938 Penalty: 3286.194580
	Iteration 11Q: 3 clusters Score -50426.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50427.007812 Penalty: 3286.194580
	Iteration 12Q: 3 clusters Score -50427.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50427.007812 Penalty: 3286.194580
	Iteration 13F: 3 clusters Score -50427.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Entering Unmasked Estep 
Score: -957119.375000 Penalty: 2347.488770
	Iteration 0F: 2 clusters Score -957119.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -947611.750000 Penalty: 4694.977539
	Iteration 0F: 3 clusters Score -947611.8 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -950577.500000 Penalty: 4694.977539
	Iteration 1F: 3 clusters Score -950577.5 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -950948.687500 Penalty: 4694.977539
	Iteration 2F: 3 clusters Score -950948.7 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -951248.375000 Penalty: 4694.977539
	Iteration 3F: 3 clusters Score -951248.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -951506.875000 Penalty: 4694.977539
	Iteration 4Q: 3 clusters Score -951506.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -951755.250000 Penalty: 4694.977539
	Iteration 5Q: 3 clusters Score -951755.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -952024.500000 Penalty: 4694.977539
	Iteration 6Q: 3 clusters Score -952024.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -952299.750000 Penalty: 4694.977539
	Iteration 7Q: 3 clusters Score -952299.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -952597.562500 Penalty: 4694.977539
	Iteration 8Q: 3 clusters Score -952597.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -952966.000000 Penalty: 4694.977539
	Iteration 9Q: 3 clusters Score -952966 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -953433.750000 Penalty: 4694.977539
	Iteration 10Q: 3 clusters Score -953433.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -953960.312500 Penalty: 4694.977539
	Iteration 11Q: 3 clusters Score -953960.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -954528.375000 Penalty: 4694.977539
	Iteration 12Q: 3 clusters Score -954528.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -955226.000000 Penalty: 4694.977539
	Iteration 13Q: 3 clusters Score -955226 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -955697.062500 Penalty: 4694.977539
	Iteration 14Q: 3 clusters Score -955697.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -955887.062500 Penalty: 4694.977539
	Iteration 15Q: 3 clusters Score -955887.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -955981.562500 Penalty: 4694.977539
	Iteration 16Q: 3 clusters Score -955981.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -956038.562500 Penalty: 4694.977539
	Iteration 17Q: 3 clusters Score -956038.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -956071.312500 Penalty: 4694.977539
	Iteration 18Q: 3 clusters Score -956071.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -956111.750000 Penalty: 4694.977539
	Iteration 19Q: 3 clusters Score -956111.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -956155.312500 Penalty: 4694.977539
	Iteration 20F: 3 clusters Score -956155.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -956186.875000 Penalty: 4694.977539
	Iteration 21Q: 3 clusters Score -956186.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -956218.562500 Penalty: 4694.977539
	Iteration 22Q: 3 clusters Score -956218.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -956249.625000 Penalty: 4694.977539
	Iteration 23Q: 3 clusters Score -956249.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -956292.000000 Penalty: 4694.977539
	Iteration 24Q: 3 clusters Score -956292 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -956341.375000 Penalty: 4694.977539
	Iteration 25Q: 3 clusters Score -956341.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -956383.875000 Penalty: 4694.977539
	Iteration 26Q: 3 clusters Score -956383.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -956436.625000 Penalty: 4694.977539
	Iteration 27Q: 3 clusters Score -956436.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -956484.375000 Penalty: 4694.977539
	Iteration 28Q: 3 clusters Score -956484.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -956547.750000 Penalty: 4694.977539
	Iteration 29Q: 3 clusters Score -956547.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -956612.625000 Penalty: 4694.977539
	Iteration 30Q: 3 clusters Score -956612.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -956689.000000 Penalty: 4694.977539
	Iteration 31Q: 3 clusters Score -956689 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -956753.562500 Penalty: 4694.977539
	Iteration 32Q: 3 clusters Score -956753.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -956825.437500 Penalty: 4694.977539
	Iteration 33Q: 3 clusters Score -956825.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -956878.187500 Penalty: 4694.977539
	Iteration 34Q: 3 clusters Score -956878.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -956919.187500 Penalty: 4694.977539
	Iteration 35Q: 3 clusters Score -956919.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -956957.000000 Penalty: 4694.977539
	Iteration 36Q: 3 clusters Score -956957 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -956979.812500 Penalty: 4694.977539
	Iteration 37Q: 3 clusters Score -956979.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -956999.250000 Penalty: 4694.977539
	Iteration 38Q: 3 clusters Score -956999.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -957014.375000 Penalty: 4694.977539
	Iteration 39Q: 3 clusters Score -957014.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -957098.187500 Penalty: 4694.977539
	Iteration 40F: 3 clusters Score -957098.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -957169.500000 Penalty: 4694.977539
	Iteration 41Q: 3 clusters Score -957169.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -957204.062500 Penalty: 4694.977539
	Iteration 42Q: 3 clusters Score -957204.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -957223.437500 Penalty: 4694.977539
	Iteration 43Q: 3 clusters Score -957223.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -957227.562500 Penalty: 4694.977539
	Iteration 44Q: 3 clusters Score -957227.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -957230.750000 Penalty: 4694.977539
	Iteration 45Q: 3 clusters Score -957230.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -957233.187500 Penalty: 4694.977539
	Iteration 46Q: 3 clusters Score -957233.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -957231.125000 Penalty: 4694.977539
	Iteration 47Q: 3 clusters Score -957231.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -957229.500000 Penalty: 4694.977539
	Iteration 48Q: 3 clusters Score -957229.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -957229.062500 Penalty: 4694.977539
	Iteration 49Q: 3 clusters Score -957229.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -957229.875000 Penalty: 4694.977539
	Iteration 50Q: 3 clusters Score -957229.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -957229.375000 Penalty: 4694.977539
	Iteration 51Q: 3 clusters Score -957229.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -957229.375000 Penalty: 4694.977539
	Iteration 52F: 3 clusters Score -957229.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 208035 members 
Mstep: Class 3 contains 82612 members 
Mstep: Class 4 contains 11419 members 
Mstep: Class 5 contains 206501 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 80736 members 
Mstep: Class 10 contains 364112 members 
Mstep: Class 11 contains 30956 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 4895 members 
Mstep: Class 14 contains 7370 members 
Mstep: Class 15 contains 7448 members 
Mstep: Class 16 contains 125632 members 
Mstep: Class 17 contains 16741 members 
Mstep: Class 18 contains 28356 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 10755 members 
Mstep: Class 21 contains 3804 members 
Mstep: Class 22 contains 9979 members 
Mstep: Class 23 contains 10867 members 
Mstep: Class 24 contains 754 members 
Mstep: Class 25 contains 5537 members 
Mstep: Class 26 contains 13871 members 
Mstep: Class 27 contains 16021 members 
Mstep: Class 28 contains 4287 members 
Mstep: Class 29 contains 33452 members 
Mstep: Class 30 contains 9531 members 
Mstep: Class 31 contains 2559 members 
Mstep: Class 32 contains 4225 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 26152 members 
Mstep: Class 35 contains 2596 members 
Mstep: Class 36 contains 8984 members 
Mstep: Class 37 contains 3535 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 9996 members 
Mstep: Class 40 contains 3998 members 
Mstep: Class 41 contains 2576 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1631 members 
Mstep: Class 44 contains 7372 members 
Entering Unmasked Estep 
Score: -102289400.000000 Penalty: 154550.578125
Splitting cluster 25 changes total score from -102290592.000000 to -102289400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (13871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Entering Unmasked Estep 
Score: -1037768.812500 Penalty: 2365.313721
	Iteration 0F: 2 clusters Score -1037769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1027649.312500 Penalty: 4730.627441
	Iteration 0F: 3 clusters Score -1027649 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1030910.125000 Penalty: 4730.627441
	Iteration 1F: 3 clusters Score -1030910 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1031347.437500 Penalty: 4730.627441
	Iteration 2F: 3 clusters Score -1031347 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1031750.562500 Penalty: 4730.627441
	Iteration 3F: 3 clusters Score -1031751 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1032112.250000 Penalty: 4730.627441
	Iteration 4F: 3 clusters Score -1032112 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1032470.437500 Penalty: 4730.627441
	Iteration 5Q: 3 clusters Score -1032470 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1032824.187500 Penalty: 4730.627441
	Iteration 6Q: 3 clusters Score -1032824 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1033190.375000 Penalty: 4730.627441
	Iteration 7Q: 3 clusters Score -1033190 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1033528.687500 Penalty: 4730.627441
	Iteration 8Q: 3 clusters Score -1033529 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1033865.375000 Penalty: 4730.627441
	Iteration 9Q: 3 clusters Score -1033865 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1034178.250000 Penalty: 4730.627441
	Iteration 10Q: 3 clusters Score -1034178 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1034482.500000 Penalty: 4730.627441
	Iteration 11Q: 3 clusters Score -1034482 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1034761.250000 Penalty: 4730.627441
	Iteration 12Q: 3 clusters Score -1034761 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1035000.062500 Penalty: 4730.627441
	Iteration 13Q: 3 clusters Score -1035000 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1035175.812500 Penalty: 4730.627441
	Iteration 14Q: 3 clusters Score -1035176 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1035333.125000 Penalty: 4730.627441
	Iteration 15Q: 3 clusters Score -1035333 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1035446.062500 Penalty: 4730.627441
	Iteration 16Q: 3 clusters Score -1035446 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1035526.187500 Penalty: 4730.627441
	Iteration 17Q: 3 clusters Score -1035526 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1035581.500000 Penalty: 4730.627441
	Iteration 18Q: 3 clusters Score -1035582 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1035631.437500 Penalty: 4730.627441
	Iteration 19Q: 3 clusters Score -1035631 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1035670.000000 Penalty: 4730.627441
	Iteration 20F: 3 clusters Score -1035670 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1035697.812500 Penalty: 4730.627441
	Iteration 21Q: 3 clusters Score -1035698 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1035717.000000 Penalty: 4730.627441
	Iteration 22Q: 3 clusters Score -1035717 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1035726.562500 Penalty: 4730.627441
	Iteration 23Q: 3 clusters Score -1035727 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1035732.312500 Penalty: 4730.627441
	Iteration 24Q: 3 clusters Score -1035732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1035742.750000 Penalty: 4730.627441
	Iteration 25Q: 3 clusters Score -1035743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1035746.937500 Penalty: 4730.627441
	Iteration 26Q: 3 clusters Score -1035747 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1035752.437500 Penalty: 4730.627441
	Iteration 27Q: 3 clusters Score -1035752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1035757.625000 Penalty: 4730.627441
	Iteration 28Q: 3 clusters Score -1035758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1035768.187500 Penalty: 4730.627441
	Iteration 29Q: 3 clusters Score -1035768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1035779.625000 Penalty: 4730.627441
	Iteration 30Q: 3 clusters Score -1035780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1035788.000000 Penalty: 4730.627441
	Iteration 31Q: 3 clusters Score -1035788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1035796.562500 Penalty: 4730.627441
	Iteration 32Q: 3 clusters Score -1035797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1035804.375000 Penalty: 4730.627441
	Iteration 33Q: 3 clusters Score -1035804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1035811.125000 Penalty: 4730.627441
	Iteration 34Q: 3 clusters Score -1035811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1035819.812500 Penalty: 4730.627441
	Iteration 35Q: 3 clusters Score -1035820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1035828.375000 Penalty: 4730.627441
	Iteration 36Q: 3 clusters Score -1035828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1035836.125000 Penalty: 4730.627441
	Iteration 37Q: 3 clusters Score -1035836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1035846.875000 Penalty: 4730.627441
	Iteration 38Q: 3 clusters Score -1035847 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1035860.500000 Penalty: 4730.627441
	Iteration 39Q: 3 clusters Score -1035860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1035868.937500 Penalty: 4730.627441
	Iteration 40F: 3 clusters Score -1035869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1035876.312500 Penalty: 4730.627441
	Iteration 41Q: 3 clusters Score -1035876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1035886.750000 Penalty: 4730.627441
	Iteration 42Q: 3 clusters Score -1035887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1035894.625000 Penalty: 4730.627441
	Iteration 43Q: 3 clusters Score -1035895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1035899.375000 Penalty: 4730.627441
	Iteration 44Q: 3 clusters Score -1035899 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1035907.625000 Penalty: 4730.627441
	Iteration 45Q: 3 clusters Score -1035908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1035917.812500 Penalty: 4730.627441
	Iteration 46Q: 3 clusters Score -1035918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1035926.375000 Penalty: 4730.627441
	Iteration 47Q: 3 clusters Score -1035926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1035934.062500 Penalty: 4730.627441
	Iteration 48Q: 3 clusters Score -1035934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1035943.437500 Penalty: 4730.627441
	Iteration 49Q: 3 clusters Score -1035943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1035946.875000 Penalty: 4730.627441
	Iteration 50Q: 3 clusters Score -1035947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1035955.750000 Penalty: 4730.627441
	Iteration 51Q: 3 clusters Score -1035956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1035963.375000 Penalty: 4730.627441
	Iteration 52Q: 3 clusters Score -1035963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1035972.437500 Penalty: 4730.627441
	Iteration 53Q: 3 clusters Score -1035972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1035990.500000 Penalty: 4730.627441
	Iteration 54Q: 3 clusters Score -1035990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1036007.062500 Penalty: 4730.627441
	Iteration 55Q: 3 clusters Score -1036007 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1036018.125000 Penalty: 4730.627441
	Iteration 56Q: 3 clusters Score -1036018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1036031.875000 Penalty: 4730.627441
	Iteration 57Q: 3 clusters Score -1036032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1036043.250000 Penalty: 4730.627441
	Iteration 58Q: 3 clusters Score -1036043 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1036057.125000 Penalty: 4730.627441
	Iteration 59Q: 3 clusters Score -1036057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1036072.312500 Penalty: 4730.627441
	Iteration 60F: 3 clusters Score -1036072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1036088.062500 Penalty: 4730.627441
	Iteration 61Q: 3 clusters Score -1036088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1036095.000000 Penalty: 4730.627441
	Iteration 62Q: 3 clusters Score -1036095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1036102.437500 Penalty: 4730.627441
	Iteration 63Q: 3 clusters Score -1036102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1036115.625000 Penalty: 4730.627441
	Iteration 64Q: 3 clusters Score -1036116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1036125.437500 Penalty: 4730.627441
	Iteration 65Q: 3 clusters Score -1036125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1036129.687500 Penalty: 4730.627441
	Iteration 66Q: 3 clusters Score -1036130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1036132.750000 Penalty: 4730.627441
	Iteration 67Q: 3 clusters Score -1036133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1036135.375000 Penalty: 4730.627441
	Iteration 68Q: 3 clusters Score -1036135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1036136.312500 Penalty: 4730.627441
	Iteration 69Q: 3 clusters Score -1036136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1036139.937500 Penalty: 4730.627441
	Iteration 70Q: 3 clusters Score -1036140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1036144.437500 Penalty: 4730.627441
	Iteration 71Q: 3 clusters Score -1036144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1036151.062500 Penalty: 4730.627441
	Iteration 72Q: 3 clusters Score -1036151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1036155.875000 Penalty: 4730.627441
	Iteration 73Q: 3 clusters Score -1036156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1036159.437500 Penalty: 4730.627441
	Iteration 74Q: 3 clusters Score -1036159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1036163.937500 Penalty: 4730.627441
	Iteration 75Q: 3 clusters Score -1036164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1036163.250000 Penalty: 4730.627441
	Iteration 76Q: 3 clusters Score -1036163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1036164.375000 Penalty: 4730.627441
	Iteration 77Q: 3 clusters Score -1036164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1036164.375000 Penalty: 4730.627441
	Iteration 78F: 3 clusters Score -1036164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Entering Unmasked Estep 
Score: -1195902.375000 Penalty: 2401.050781
	Iteration 0F: 2 clusters Score -1195902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1184360.000000 Penalty: 4802.101562
	Iteration 0F: 3 clusters Score -1184360 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1188765.750000 Penalty: 4802.101562
	Iteration 1F: 3 clusters Score -1188766 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1190078.750000 Penalty: 4802.101562
	Iteration 2F: 3 clusters Score -1190079 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1191376.750000 Penalty: 4802.101562
	Iteration 3F: 3 clusters Score -1191377 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1192647.375000 Penalty: 4802.101562
	Iteration 4F: 3 clusters Score -1192647 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1193803.500000 Penalty: 4802.101562
	Iteration 5F: 3 clusters Score -1193804 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1194742.375000 Penalty: 4802.101562
	Iteration 6F: 3 clusters Score -1194742 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1195385.875000 Penalty: 4802.101562
	Iteration 7Q: 3 clusters Score -1195386 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1195723.125000 Penalty: 4802.101562
	Iteration 8Q: 3 clusters Score -1195723 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1195893.875000 Penalty: 4802.101562
	Iteration 9Q: 3 clusters Score -1195894 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1196001.875000 Penalty: 4802.101562
	Iteration 10Q: 3 clusters Score -1196002 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1196080.750000 Penalty: 4802.101562
	Iteration 11Q: 3 clusters Score -1196081 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1196132.875000 Penalty: 4802.101562
	Iteration 12Q: 3 clusters Score -1196133 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1196162.500000 Penalty: 4802.101562
	Iteration 13Q: 3 clusters Score -1196162 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1196181.875000 Penalty: 4802.101562
	Iteration 14Q: 3 clusters Score -1196182 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1196194.000000 Penalty: 4802.101562
	Iteration 15Q: 3 clusters Score -1196194 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1196198.625000 Penalty: 4802.101562
	Iteration 16Q: 3 clusters Score -1196199 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1196204.500000 Penalty: 4802.101562
	Iteration 17Q: 3 clusters Score -1196204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1196211.875000 Penalty: 4802.101562
	Iteration 18Q: 3 clusters Score -1196212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1196212.000000 Penalty: 4802.101562
	Iteration 19Q: 3 clusters Score -1196212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1196227.000000 Penalty: 4802.101562
	Iteration 20F: 3 clusters Score -1196227 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1196237.875000 Penalty: 4802.101562
	Iteration 21Q: 3 clusters Score -1196238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1196247.500000 Penalty: 4802.101562
	Iteration 22Q: 3 clusters Score -1196248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1196262.875000 Penalty: 4802.101562
	Iteration 23Q: 3 clusters Score -1196263 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1196291.625000 Penalty: 4802.101562
	Iteration 24Q: 3 clusters Score -1196292 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1196321.375000 Penalty: 4802.101562
	Iteration 25Q: 3 clusters Score -1196321 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1196349.750000 Penalty: 4802.101562
	Iteration 26Q: 3 clusters Score -1196350 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1196360.000000 Penalty: 4802.101562
	Iteration 27Q: 3 clusters Score -1196360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1196372.625000 Penalty: 4802.101562
	Iteration 28Q: 3 clusters Score -1196373 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1196383.125000 Penalty: 4802.101562
	Iteration 29Q: 3 clusters Score -1196383 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1196393.000000 Penalty: 4802.101562
	Iteration 30Q: 3 clusters Score -1196393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1196391.125000 Penalty: 4802.101562
	Iteration 31Q: 3 clusters Score -1196391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1196393.500000 Penalty: 4802.101562
	Iteration 32Q: 3 clusters Score -1196394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1196394.625000 Penalty: 4802.101562
	Iteration 33Q: 3 clusters Score -1196395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1196394.500000 Penalty: 4802.101562
	Iteration 34Q: 3 clusters Score -1196394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1196396.750000 Penalty: 4802.101562
	Iteration 35Q: 3 clusters Score -1196397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1196397.750000 Penalty: 4802.101562
	Iteration 36Q: 3 clusters Score -1196398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1196397.500000 Penalty: 4802.101562
	Iteration 37Q: 3 clusters Score -1196398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1196399.625000 Penalty: 4802.101562
	Iteration 38Q: 3 clusters Score -1196400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1196397.750000 Penalty: 4802.101562
	Iteration 39Q: 3 clusters Score -1196398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1196398.125000 Penalty: 4802.101562
	Iteration 40F: 3 clusters Score -1196398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1196399.250000 Penalty: 4802.101562
	Iteration 41Q: 3 clusters Score -1196399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1196396.000000 Penalty: 4802.101562
	Iteration 42Q: 3 clusters Score -1196396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1196395.125000 Penalty: 4802.101562
	Iteration 43Q: 3 clusters Score -1196395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1196396.375000 Penalty: 4802.101562
	Iteration 44Q: 3 clusters Score -1196396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1196396.375000 Penalty: 4802.101562
	Iteration 45F: 3 clusters Score -1196396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 208035 members 
Mstep: Class 3 contains 82612 members 
Mstep: Class 4 contains 11419 members 
Mstep: Class 5 contains 206501 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 80736 members 
Mstep: Class 10 contains 364112 members 
Mstep: Class 11 contains 30956 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 4895 members 
Mstep: Class 14 contains 7370 members 
Mstep: Class 15 contains 7448 members 
Mstep: Class 16 contains 125632 members 
Mstep: Class 17 contains 16741 members 
Mstep: Class 18 contains 28356 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 10755 members 
Mstep: Class 21 contains 3804 members 
Mstep: Class 22 contains 9979 members 
Mstep: Class 23 contains 10867 members 
Mstep: Class 24 contains 754 members 
Mstep: Class 25 contains 12909 members 
Mstep: Class 26 contains 13871 members 
Mstep: Class 27 contains 4008 members 
Mstep: Class 28 contains 4287 members 
Mstep: Class 29 contains 33452 members 
Mstep: Class 30 contains 9531 members 
Mstep: Class 31 contains 2559 members 
Mstep: Class 32 contains 4225 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 26152 members 
Mstep: Class 35 contains 2596 members 
Mstep: Class 36 contains 8984 members 
Mstep: Class 37 contains 3535 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 9996 members 
Mstep: Class 40 contains 3998 members 
Mstep: Class 41 contains 2576 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1631 members 
Mstep: Class 44 contains 12013 members 
Entering Unmasked Estep 
Score: -102289848.000000 Penalty: 154550.578125
Splitting cluster 27 changes total score from -102290592.000000 to -102289848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Entering Unmasked Estep 
Score: -304334.468750 Penalty: 2074.108887
	Iteration 0F: 2 clusters Score -304334.5 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 2149 members 
Entering Unmasked Estep 
Score: -300263.468750 Penalty: 4148.217773
	Iteration 0F: 3 clusters Score -300263.5 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -301452.531250 Penalty: 4148.217773
	Iteration 1F: 3 clusters Score -301452.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -301850.187500 Penalty: 4148.217773
	Iteration 2F: 3 clusters Score -301850.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -302138.250000 Penalty: 4148.217773
	Iteration 3F: 3 clusters Score -302138.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -302410.093750 Penalty: 4148.217773
	Iteration 4F: 3 clusters Score -302410.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -302628.250000 Penalty: 4148.217773
	Iteration 5F: 3 clusters Score -302628.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -302795.406250 Penalty: 4148.217773
	Iteration 6Q: 3 clusters Score -302795.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -302958.906250 Penalty: 4148.217773
	Iteration 7Q: 3 clusters Score -302958.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -303131.750000 Penalty: 4148.217773
	Iteration 8Q: 3 clusters Score -303131.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -303311.781250 Penalty: 4148.217773
	Iteration 9Q: 3 clusters Score -303311.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -303467.750000 Penalty: 4148.217773
	Iteration 10Q: 3 clusters Score -303467.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -303607.843750 Penalty: 4148.217773
	Iteration 11Q: 3 clusters Score -303607.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -303707.125000 Penalty: 4148.217773
	Iteration 12Q: 3 clusters Score -303707.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -303766.468750 Penalty: 4148.217773
	Iteration 13Q: 3 clusters Score -303766.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -303807.281250 Penalty: 4148.217773
	Iteration 14Q: 3 clusters Score -303807.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -303837.281250 Penalty: 4148.217773
	Iteration 15Q: 3 clusters Score -303837.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -303867.531250 Penalty: 4148.217773
	Iteration 16Q: 3 clusters Score -303867.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -303894.718750 Penalty: 4148.217773
	Iteration 17Q: 3 clusters Score -303894.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -303920.031250 Penalty: 4148.217773
	Iteration 18Q: 3 clusters Score -303920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -303954.406250 Penalty: 4148.217773
	Iteration 19Q: 3 clusters Score -303954.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -304030.281250 Penalty: 4148.217773
	Iteration 20F: 3 clusters Score -304030.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -304246.562500 Penalty: 4148.217773
	Iteration 21Q: 3 clusters Score -304246.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -304786.187500 Penalty: 4148.217773
	Iteration 22Q: 3 clusters Score -304786.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -305194.218750 Penalty: 4148.217773
	Iteration 23Q: 3 clusters Score -305194.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -305346.125000 Penalty: 4148.217773
	Iteration 24Q: 3 clusters Score -305346.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -305515.281250 Penalty: 4148.217773
	Iteration 25Q: 3 clusters Score -305515.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -305611.312500 Penalty: 4148.217773
	Iteration 26Q: 3 clusters Score -305611.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -305629.750000 Penalty: 4148.217773
	Iteration 27Q: 3 clusters Score -305629.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -305633.875000 Penalty: 4148.217773
	Iteration 28Q: 3 clusters Score -305633.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -305635.062500 Penalty: 4148.217773
	Iteration 29Q: 3 clusters Score -305635.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -305635.062500 Penalty: 4148.217773
	Iteration 30F: 3 clusters Score -305635.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 208035 members 
Mstep: Class 3 contains 82612 members 
Mstep: Class 4 contains 11419 members 
Mstep: Class 5 contains 206501 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 80736 members 
Mstep: Class 10 contains 364112 members 
Mstep: Class 11 contains 30956 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 4895 members 
Mstep: Class 14 contains 7370 members 
Mstep: Class 15 contains 7448 members 
Mstep: Class 16 contains 125632 members 
Mstep: Class 17 contains 16741 members 
Mstep: Class 18 contains 28356 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 10755 members 
Mstep: Class 21 contains 3804 members 
Mstep: Class 22 contains 9979 members 
Mstep: Class 23 contains 10867 members 
Mstep: Class 24 contains 754 members 
Mstep: Class 25 contains 12909 members 
Mstep: Class 26 contains 13871 members 
Mstep: Class 27 contains 16021 members 
Mstep: Class 28 contains 3151 members 
Mstep: Class 29 contains 33452 members 
Mstep: Class 30 contains 9531 members 
Mstep: Class 31 contains 2559 members 
Mstep: Class 32 contains 4225 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 26152 members 
Mstep: Class 35 contains 2596 members 
Mstep: Class 36 contains 8984 members 
Mstep: Class 37 contains 3535 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 9996 members 
Mstep: Class 40 contains 3998 members 
Mstep: Class 41 contains 2576 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1631 members 
Mstep: Class 44 contains 1136 members 
Entering Unmasked Estep 
Score: -102290200.000000 Penalty: 154550.578125
Splitting cluster 28 changes total score from -102290592.000000 to -102290200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (33452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Entering Unmasked Estep 
Score: -2490121.250000 Penalty: 2583.630859
	Iteration 0F: 2 clusters Score -2490121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2467426.500000 Penalty: 5167.261719
	Iteration 0F: 3 clusters Score -2467426 nChanged 15136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2475672.500000 Penalty: 5167.261719
	Iteration 1F: 3 clusters Score -2475672 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2476505.250000 Penalty: 5167.261719
	Iteration 2F: 3 clusters Score -2476505 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2477667.750000 Penalty: 5167.261719
	Iteration 3F: 3 clusters Score -2477668 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -2479205.750000 Penalty: 5167.261719
	Iteration 4F: 3 clusters Score -2479206 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -2480960.000000 Penalty: 5167.261719
	Iteration 5F: 3 clusters Score -2480960 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -2482618.250000 Penalty: 5167.261719
	Iteration 6F: 3 clusters Score -2482618 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -2483928.750000 Penalty: 5167.261719
	Iteration 7F: 3 clusters Score -2483929 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -2485091.750000 Penalty: 5167.261719
	Iteration 8Q: 3 clusters Score -2485092 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -2486225.750000 Penalty: 5167.261719
	Iteration 9Q: 3 clusters Score -2486226 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -2487229.500000 Penalty: 5167.261719
	Iteration 10Q: 3 clusters Score -2487230 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -2487912.750000 Penalty: 5167.261719
	Iteration 11Q: 3 clusters Score -2487913 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -2488332.750000 Penalty: 5167.261719
	Iteration 12Q: 3 clusters Score -2488333 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -2488539.500000 Penalty: 5167.261719
	Iteration 13Q: 3 clusters Score -2488540 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -2488652.750000 Penalty: 5167.261719
	Iteration 14Q: 3 clusters Score -2488653 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -2488710.500000 Penalty: 5167.261719
	Iteration 15Q: 3 clusters Score -2488710 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -2488763.750000 Penalty: 5167.261719
	Iteration 16Q: 3 clusters Score -2488764 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -2488817.500000 Penalty: 5167.261719
	Iteration 17Q: 3 clusters Score -2488818 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -2488862.500000 Penalty: 5167.261719
	Iteration 18Q: 3 clusters Score -2488862 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -2488895.500000 Penalty: 5167.261719
	Iteration 19Q: 3 clusters Score -2488896 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -2488936.750000 Penalty: 5167.261719
	Iteration 20F: 3 clusters Score -2488937 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -2488984.000000 Penalty: 5167.261719
	Iteration 21Q: 3 clusters Score -2488984 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -2489026.750000 Penalty: 5167.261719
	Iteration 22Q: 3 clusters Score -2489027 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -2489090.500000 Penalty: 5167.261719
	Iteration 23Q: 3 clusters Score -2489090 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -2489147.750000 Penalty: 5167.261719
	Iteration 24Q: 3 clusters Score -2489148 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -2489201.000000 Penalty: 5167.261719
	Iteration 25Q: 3 clusters Score -2489201 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -2489247.500000 Penalty: 5167.261719
	Iteration 26Q: 3 clusters Score -2489248 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -2489309.000000 Penalty: 5167.261719
	Iteration 27Q: 3 clusters Score -2489309 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -2489366.250000 Penalty: 5167.261719
	Iteration 28Q: 3 clusters Score -2489366 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -2489411.250000 Penalty: 5167.261719
	Iteration 29Q: 3 clusters Score -2489411 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -2489470.750000 Penalty: 5167.261719
	Iteration 30Q: 3 clusters Score -2489471 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -2489497.500000 Penalty: 5167.261719
	Iteration 31Q: 3 clusters Score -2489498 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -2489517.000000 Penalty: 5167.261719
	Iteration 32Q: 3 clusters Score -2489517 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -2489544.500000 Penalty: 5167.261719
	Iteration 33Q: 3 clusters Score -2489544 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -2489554.500000 Penalty: 5167.261719
	Iteration 34Q: 3 clusters Score -2489554 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -2489570.250000 Penalty: 5167.261719
	Iteration 35Q: 3 clusters Score -2489570 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -2489576.250000 Penalty: 5167.261719
	Iteration 36Q: 3 clusters Score -2489576 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -2489583.750000 Penalty: 5167.261719
	Iteration 37Q: 3 clusters Score -2489584 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -2489578.250000 Penalty: 5167.261719
	Iteration 38Q: 3 clusters Score -2489578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -2489589.250000 Penalty: 5167.261719
	Iteration 39Q: 3 clusters Score -2489589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -2489589.750000 Penalty: 5167.261719
	Iteration 40F: 3 clusters Score -2489590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -2489601.500000 Penalty: 5167.261719
	Iteration 41Q: 3 clusters Score -2489602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -2489604.500000 Penalty: 5167.261719
	Iteration 42Q: 3 clusters Score -2489604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -2489607.000000 Penalty: 5167.261719
	Iteration 43Q: 3 clusters Score -2489607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -2489606.250000 Penalty: 5167.261719
	Iteration 44Q: 3 clusters Score -2489606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -2489612.000000 Penalty: 5167.261719
	Iteration 45Q: 3 clusters Score -2489612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -2489613.000000 Penalty: 5167.261719
	Iteration 46Q: 3 clusters Score -2489613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -2489611.000000 Penalty: 5167.261719
	Iteration 47Q: 3 clusters Score -2489611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -2489610.750000 Penalty: 5167.261719
	Iteration 48Q: 3 clusters Score -2489611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -2489610.750000 Penalty: 5167.261719
	Iteration 49F: 3 clusters Score -2489611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Entering Unmasked Estep 
Score: -653261.375000 Penalty: 2272.251709
	Iteration 0F: 2 clusters Score -653261.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -645896.312500 Penalty: 4544.503418
	Iteration 0F: 3 clusters Score -645896.3 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -648050.750000 Penalty: 4544.503418
	Iteration 1F: 3 clusters Score -648050.8 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -648408.125000 Penalty: 4544.503418
	Iteration 2F: 3 clusters Score -648408.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -648635.812500 Penalty: 4544.503418
	Iteration 3F: 3 clusters Score -648635.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -648810.312500 Penalty: 4544.503418
	Iteration 4Q: 3 clusters Score -648810.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -648979.750000 Penalty: 4544.503418
	Iteration 5Q: 3 clusters Score -648979.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -649141.312500 Penalty: 4544.503418
	Iteration 6Q: 3 clusters Score -649141.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -649307.437500 Penalty: 4544.503418
	Iteration 7Q: 3 clusters Score -649307.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -649480.687500 Penalty: 4544.503418
	Iteration 8Q: 3 clusters Score -649480.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -649654.500000 Penalty: 4544.503418
	Iteration 9Q: 3 clusters Score -649654.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -649800.750000 Penalty: 4544.503418
	Iteration 10Q: 3 clusters Score -649800.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -649952.250000 Penalty: 4544.503418
	Iteration 11Q: 3 clusters Score -649952.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -650119.062500 Penalty: 4544.503418
	Iteration 12Q: 3 clusters Score -650119.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -650295.625000 Penalty: 4544.503418
	Iteration 13Q: 3 clusters Score -650295.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -650479.625000 Penalty: 4544.503418
	Iteration 14Q: 3 clusters Score -650479.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -650649.062500 Penalty: 4544.503418
	Iteration 15Q: 3 clusters Score -650649.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -650781.125000 Penalty: 4544.503418
	Iteration 16Q: 3 clusters Score -650781.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -650894.312500 Penalty: 4544.503418
	Iteration 17Q: 3 clusters Score -650894.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -650982.562500 Penalty: 4544.503418
	Iteration 18Q: 3 clusters Score -650982.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -651060.250000 Penalty: 4544.503418
	Iteration 19Q: 3 clusters Score -651060.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -651141.750000 Penalty: 4544.503418
	Iteration 20F: 3 clusters Score -651141.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -651238.687500 Penalty: 4544.503418
	Iteration 21Q: 3 clusters Score -651238.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -651308.000000 Penalty: 4544.503418
	Iteration 22Q: 3 clusters Score -651308 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -651350.000000 Penalty: 4544.503418
	Iteration 23Q: 3 clusters Score -651350 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -651383.437500 Penalty: 4544.503418
	Iteration 24Q: 3 clusters Score -651383.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -651411.437500 Penalty: 4544.503418
	Iteration 25Q: 3 clusters Score -651411.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -651437.750000 Penalty: 4544.503418
	Iteration 26Q: 3 clusters Score -651437.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -651458.250000 Penalty: 4544.503418
	Iteration 27Q: 3 clusters Score -651458.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -651472.500000 Penalty: 4544.503418
	Iteration 28Q: 3 clusters Score -651472.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -651489.000000 Penalty: 4544.503418
	Iteration 29Q: 3 clusters Score -651489 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -651508.875000 Penalty: 4544.503418
	Iteration 30Q: 3 clusters Score -651508.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -651519.250000 Penalty: 4544.503418
	Iteration 31Q: 3 clusters Score -651519.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -651528.937500 Penalty: 4544.503418
	Iteration 32Q: 3 clusters Score -651528.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -651533.750000 Penalty: 4544.503418
	Iteration 33Q: 3 clusters Score -651533.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -651539.125000 Penalty: 4544.503418
	Iteration 34Q: 3 clusters Score -651539.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -651540.937500 Penalty: 4544.503418
	Iteration 35Q: 3 clusters Score -651540.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -651543.250000 Penalty: 4544.503418
	Iteration 36Q: 3 clusters Score -651543.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -651545.500000 Penalty: 4544.503418
	Iteration 37Q: 3 clusters Score -651545.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -651544.625000 Penalty: 4544.503418
	Iteration 38Q: 3 clusters Score -651544.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -651549.625000 Penalty: 4544.503418
	Iteration 39Q: 3 clusters Score -651549.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -651549.375000 Penalty: 4544.503418
	Iteration 40F: 3 clusters Score -651549.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -651554.000000 Penalty: 4544.503418
	Iteration 41Q: 3 clusters Score -651554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -651554.875000 Penalty: 4544.503418
	Iteration 42Q: 3 clusters Score -651554.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -651560.187500 Penalty: 4544.503418
	Iteration 43Q: 3 clusters Score -651560.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -651562.812500 Penalty: 4544.503418
	Iteration 44Q: 3 clusters Score -651562.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -651564.500000 Penalty: 4544.503418
	Iteration 45Q: 3 clusters Score -651564.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -651564.500000 Penalty: 4544.503418
	Iteration 46F: 3 clusters Score -651564.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Entering Unmasked Estep 
Score: -181833.078125 Penalty: 1946.148315
	Iteration 0F: 2 clusters Score -181833.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -178820.812500 Penalty: 3892.296631
	Iteration 0F: 3 clusters Score -178820.8 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -179413.171875 Penalty: 3892.296631
	Iteration 1F: 3 clusters Score -179413.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -179634.875000 Penalty: 3892.296631
	Iteration 2F: 3 clusters Score -179634.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -179779.250000 Penalty: 3892.296631
	Iteration 3F: 3 clusters Score -179779.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -179886.890625 Penalty: 3892.296631
	Iteration 4Q: 3 clusters Score -179886.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -179975.531250 Penalty: 3892.296631
	Iteration 5Q: 3 clusters Score -179975.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -180052.109375 Penalty: 3892.296631
	Iteration 6Q: 3 clusters Score -180052.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -180118.328125 Penalty: 3892.296631
	Iteration 7Q: 3 clusters Score -180118.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -180157.578125 Penalty: 3892.296631
	Iteration 8Q: 3 clusters Score -180157.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -180187.515625 Penalty: 3892.296631
	Iteration 9Q: 3 clusters Score -180187.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -180206.546875 Penalty: 3892.296631
	Iteration 10Q: 3 clusters Score -180206.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -180217.203125 Penalty: 3892.296631
	Iteration 11Q: 3 clusters Score -180217.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -180228.265625 Penalty: 3892.296631
	Iteration 12Q: 3 clusters Score -180228.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -180238.640625 Penalty: 3892.296631
	Iteration 13Q: 3 clusters Score -180238.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -180248.265625 Penalty: 3892.296631
	Iteration 14Q: 3 clusters Score -180248.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -180258.140625 Penalty: 3892.296631
	Iteration 15Q: 3 clusters Score -180258.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -180269.250000 Penalty: 3892.296631
	Iteration 16Q: 3 clusters Score -180269.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -180279.046875 Penalty: 3892.296631
	Iteration 17Q: 3 clusters Score -180279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -180285.671875 Penalty: 3892.296631
	Iteration 18Q: 3 clusters Score -180285.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -180293.500000 Penalty: 3892.296631
	Iteration 19Q: 3 clusters Score -180293.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -180306.546875 Penalty: 3892.296631
	Iteration 20F: 3 clusters Score -180306.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -180321.671875 Penalty: 3892.296631
	Iteration 21Q: 3 clusters Score -180321.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -180337.343750 Penalty: 3892.296631
	Iteration 22Q: 3 clusters Score -180337.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -180355.203125 Penalty: 3892.296631
	Iteration 23Q: 3 clusters Score -180355.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -180368.406250 Penalty: 3892.296631
	Iteration 24Q: 3 clusters Score -180368.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -180373.843750 Penalty: 3892.296631
	Iteration 25Q: 3 clusters Score -180373.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -180378.890625 Penalty: 3892.296631
	Iteration 26Q: 3 clusters Score -180378.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -180386.828125 Penalty: 3892.296631
	Iteration 27Q: 3 clusters Score -180386.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -180396.656250 Penalty: 3892.296631
	Iteration 28Q: 3 clusters Score -180396.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -180405.109375 Penalty: 3892.296631
	Iteration 29Q: 3 clusters Score -180405.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -180419.390625 Penalty: 3892.296631
	Iteration 30Q: 3 clusters Score -180419.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -180428.906250 Penalty: 3892.296631
	Iteration 31Q: 3 clusters Score -180428.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -180434.296875 Penalty: 3892.296631
	Iteration 32Q: 3 clusters Score -180434.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -180438.515625 Penalty: 3892.296631
	Iteration 33Q: 3 clusters Score -180438.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -180442.687500 Penalty: 3892.296631
	Iteration 34Q: 3 clusters Score -180442.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -180446.453125 Penalty: 3892.296631
	Iteration 35Q: 3 clusters Score -180446.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -180449.968750 Penalty: 3892.296631
	Iteration 36Q: 3 clusters Score -180450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -180454.906250 Penalty: 3892.296631
	Iteration 37Q: 3 clusters Score -180454.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -180457.109375 Penalty: 3892.296631
	Iteration 38Q: 3 clusters Score -180457.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -180458.937500 Penalty: 3892.296631
	Iteration 39Q: 3 clusters Score -180458.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -180459.531250 Penalty: 3892.296631
	Iteration 40F: 3 clusters Score -180459.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -180460.109375 Penalty: 3892.296631
	Iteration 41Q: 3 clusters Score -180460.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -180460.109375 Penalty: 3892.296631
	Iteration 42F: 3 clusters Score -180460.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Entering Unmasked Estep 
Score: -294175.625000 Penalty: 2070.496094
	Iteration 0F: 2 clusters Score -294175.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -290109.156250 Penalty: 4140.992188
	Iteration 0F: 3 clusters Score -290109.2 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -291090.531250 Penalty: 4140.992188
	Iteration 1F: 3 clusters Score -291090.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -291449.250000 Penalty: 4140.992188
	Iteration 2F: 3 clusters Score -291449.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -291745.125000 Penalty: 4140.992188
	Iteration 3F: 3 clusters Score -291745.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -292010.656250 Penalty: 4140.992188
	Iteration 4F: 3 clusters Score -292010.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -292352.343750 Penalty: 4140.992188
	Iteration 5F: 3 clusters Score -292352.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -292723.187500 Penalty: 4140.992188
	Iteration 6F: 3 clusters Score -292723.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -293145.656250 Penalty: 4140.992188
	Iteration 7F: 3 clusters Score -293145.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -293645.281250 Penalty: 4140.992188
	Iteration 8F: 3 clusters Score -293645.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -294127.156250 Penalty: 4140.992188
	Iteration 9F: 3 clusters Score -294127.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -294338.281250 Penalty: 4140.992188
	Iteration 10Q: 3 clusters Score -294338.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -294501.437500 Penalty: 4140.992188
	Iteration 11Q: 3 clusters Score -294501.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -294714.625000 Penalty: 4140.992188
	Iteration 12Q: 3 clusters Score -294714.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -294884.218750 Penalty: 4140.992188
	Iteration 13Q: 3 clusters Score -294884.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -294944.000000 Penalty: 4140.992188
	Iteration 14Q: 3 clusters Score -294944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -294966.750000 Penalty: 4140.992188
	Iteration 15Q: 3 clusters Score -294966.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -294969.656250 Penalty: 4140.992188
	Iteration 16Q: 3 clusters Score -294969.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -294971.906250 Penalty: 4140.992188
	Iteration 17Q: 3 clusters Score -294971.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -294973.375000 Penalty: 4140.992188
	Iteration 18Q: 3 clusters Score -294973.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -294974.593750 Penalty: 4140.992188
	Iteration 19Q: 3 clusters Score -294974.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -294975.187500 Penalty: 4140.992188
	Iteration 20F: 3 clusters Score -294975.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -294975.593750 Penalty: 4140.992188
	Iteration 21Q: 3 clusters Score -294975.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -294975.593750 Penalty: 4140.992188
	Iteration 22F: 3 clusters Score -294975.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 208035 members 
Mstep: Class 3 contains 82612 members 
Mstep: Class 4 contains 11419 members 
Mstep: Class 5 contains 206501 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 80736 members 
Mstep: Class 10 contains 364112 members 
Mstep: Class 11 contains 30956 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 4895 members 
Mstep: Class 14 contains 7370 members 
Mstep: Class 15 contains 7448 members 
Mstep: Class 16 contains 125632 members 
Mstep: Class 17 contains 16741 members 
Mstep: Class 18 contains 28356 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 10755 members 
Mstep: Class 21 contains 3804 members 
Mstep: Class 22 contains 9979 members 
Mstep: Class 23 contains 10867 members 
Mstep: Class 24 contains 754 members 
Mstep: Class 25 contains 12909 members 
Mstep: Class 26 contains 13871 members 
Mstep: Class 27 contains 16021 members 
Mstep: Class 28 contains 4287 members 
Mstep: Class 29 contains 33452 members 
Mstep: Class 30 contains 9531 members 
Mstep: Class 31 contains 2559 members 
Mstep: Class 32 contains 2042 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 26152 members 
Mstep: Class 35 contains 2596 members 
Mstep: Class 36 contains 8984 members 
Mstep: Class 37 contains 3535 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 9996 members 
Mstep: Class 40 contains 3998 members 
Mstep: Class 41 contains 2576 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1631 members 
Mstep: Class 44 contains 2183 members 
Entering Unmasked Estep 
Score: -102290056.000000 Penalty: 154550.578125
Splitting cluster 32 changes total score from -102290592.000000 to -102290056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (1864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Entering Unmasked Estep 
Score: -130109.726562 Penalty: 1867.558960
	Iteration 0F: 2 clusters Score -130109.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -127543.085938 Penalty: 3735.117920
	Iteration 0F: 3 clusters Score -127543.1 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -127956.031250 Penalty: 3735.117920
	Iteration 1F: 3 clusters Score -127956 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -128057.117188 Penalty: 3735.117920
	Iteration 2F: 3 clusters Score -128057.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -128117.726562 Penalty: 3735.117920
	Iteration 3Q: 3 clusters Score -128117.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -128153.531250 Penalty: 3735.117920
	Iteration 4Q: 3 clusters Score -128153.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -128173.937500 Penalty: 3735.117920
	Iteration 5Q: 3 clusters Score -128173.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -128201.187500 Penalty: 3735.117920
	Iteration 6Q: 3 clusters Score -128201.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -128225.835938 Penalty: 3735.117920
	Iteration 7Q: 3 clusters Score -128225.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -128246.960938 Penalty: 3735.117920
	Iteration 8Q: 3 clusters Score -128247 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -128262.179688 Penalty: 3735.117920
	Iteration 9Q: 3 clusters Score -128262.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -128278.546875 Penalty: 3735.117920
	Iteration 10Q: 3 clusters Score -128278.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -128290.640625 Penalty: 3735.117920
	Iteration 11Q: 3 clusters Score -128290.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -128300.664062 Penalty: 3735.117920
	Iteration 12Q: 3 clusters Score -128300.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -128310.578125 Penalty: 3735.117920
	Iteration 13Q: 3 clusters Score -128310.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -128316.890625 Penalty: 3735.117920
	Iteration 14Q: 3 clusters Score -128316.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -128331.351562 Penalty: 3735.117920
	Iteration 15Q: 3 clusters Score -128331.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -128342.523438 Penalty: 3735.117920
	Iteration 16Q: 3 clusters Score -128342.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -128354.554688 Penalty: 3735.117920
	Iteration 17Q: 3 clusters Score -128354.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -128361.437500 Penalty: 3735.117920
	Iteration 18Q: 3 clusters Score -128361.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -128372.281250 Penalty: 3735.117920
	Iteration 19Q: 3 clusters Score -128372.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -128383.968750 Penalty: 3735.117920
	Iteration 20F: 3 clusters Score -128384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -128398.875000 Penalty: 3735.117920
	Iteration 21Q: 3 clusters Score -128398.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -128418.664062 Penalty: 3735.117920
	Iteration 22Q: 3 clusters Score -128418.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -128442.617188 Penalty: 3735.117920
	Iteration 23Q: 3 clusters Score -128442.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -128459.398438 Penalty: 3735.117920
	Iteration 24Q: 3 clusters Score -128459.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -128482.453125 Penalty: 3735.117920
	Iteration 25Q: 3 clusters Score -128482.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -128506.953125 Penalty: 3735.117920
	Iteration 26Q: 3 clusters Score -128507 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -128536.953125 Penalty: 3735.117920
	Iteration 27Q: 3 clusters Score -128537 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -128576.695312 Penalty: 3735.117920
	Iteration 28Q: 3 clusters Score -128576.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -128613.617188 Penalty: 3735.117920
	Iteration 29Q: 3 clusters Score -128613.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -128638.609375 Penalty: 3735.117920
	Iteration 30Q: 3 clusters Score -128638.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -128666.617188 Penalty: 3735.117920
	Iteration 31Q: 3 clusters Score -128666.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -128680.390625 Penalty: 3735.117920
	Iteration 32Q: 3 clusters Score -128680.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -128691.789062 Penalty: 3735.117920
	Iteration 33Q: 3 clusters Score -128691.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -128699.585938 Penalty: 3735.117920
	Iteration 34Q: 3 clusters Score -128699.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -128705.968750 Penalty: 3735.117920
	Iteration 35Q: 3 clusters Score -128706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -128710.406250 Penalty: 3735.117920
	Iteration 36Q: 3 clusters Score -128710.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -128714.109375 Penalty: 3735.117920
	Iteration 37Q: 3 clusters Score -128714.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -128716.132812 Penalty: 3735.117920
	Iteration 38Q: 3 clusters Score -128716.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -128718.328125 Penalty: 3735.117920
	Iteration 39Q: 3 clusters Score -128718.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -128724.539062 Penalty: 3735.117920
	Iteration 40F: 3 clusters Score -128724.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -128733.734375 Penalty: 3735.117920
	Iteration 41Q: 3 clusters Score -128733.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -128746.937500 Penalty: 3735.117920
	Iteration 42Q: 3 clusters Score -128746.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -128754.054688 Penalty: 3735.117920
	Iteration 43Q: 3 clusters Score -128754.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -128758.656250 Penalty: 3735.117920
	Iteration 44Q: 3 clusters Score -128758.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -128759.679688 Penalty: 3735.117920
	Iteration 45Q: 3 clusters Score -128759.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -128759.679688 Penalty: 3735.117920
	Iteration 46F: 3 clusters Score -128759.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (26152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Entering Unmasked Estep 
Score: -2002334.875000 Penalty: 2522.576904
	Iteration 0F: 2 clusters Score -2002335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1984274.375000 Penalty: 5045.153809
	Iteration 0F: 3 clusters Score -1984274 nChanged 11658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1990406.500000 Penalty: 5045.153809
	Iteration 1F: 3 clusters Score -1990406 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1990792.500000 Penalty: 5045.153809
	Iteration 2Q: 3 clusters Score -1990792 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1991127.625000 Penalty: 5045.153809
	Iteration 3Q: 3 clusters Score -1991128 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1991407.000000 Penalty: 5045.153809
	Iteration 4Q: 3 clusters Score -1991407 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1991646.125000 Penalty: 5045.153809
	Iteration 5Q: 3 clusters Score -1991646 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1991881.000000 Penalty: 5045.153809
	Iteration 6Q: 3 clusters Score -1991881 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1992126.500000 Penalty: 5045.153809
	Iteration 7Q: 3 clusters Score -1992126 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1992393.000000 Penalty: 5045.153809
	Iteration 8Q: 3 clusters Score -1992393 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1992698.750000 Penalty: 5045.153809
	Iteration 9Q: 3 clusters Score -1992699 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1993118.625000 Penalty: 5045.153809
	Iteration 10Q: 3 clusters Score -1993119 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1993709.375000 Penalty: 5045.153809
	Iteration 11Q: 3 clusters Score -1993709 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1994540.625000 Penalty: 5045.153809
	Iteration 12Q: 3 clusters Score -1994541 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1995515.375000 Penalty: 5045.153809
	Iteration 13F: 3 clusters Score -1995515 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1996347.375000 Penalty: 5045.153809
	Iteration 14F: 3 clusters Score -1996347 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1996958.500000 Penalty: 5045.153809
	Iteration 15Q: 3 clusters Score -1996958 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1997358.750000 Penalty: 5045.153809
	Iteration 16Q: 3 clusters Score -1997359 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1997623.875000 Penalty: 5045.153809
	Iteration 17Q: 3 clusters Score -1997624 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1997827.125000 Penalty: 5045.153809
	Iteration 18Q: 3 clusters Score -1997827 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1997981.375000 Penalty: 5045.153809
	Iteration 19Q: 3 clusters Score -1997981 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1998121.000000 Penalty: 5045.153809
	Iteration 20F: 3 clusters Score -1998121 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1998248.000000 Penalty: 5045.153809
	Iteration 21Q: 3 clusters Score -1998248 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1998356.375000 Penalty: 5045.153809
	Iteration 22Q: 3 clusters Score -1998356 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1998434.875000 Penalty: 5045.153809
	Iteration 23Q: 3 clusters Score -1998435 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1998513.375000 Penalty: 5045.153809
	Iteration 24Q: 3 clusters Score -1998513 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1998552.500000 Penalty: 5045.153809
	Iteration 25Q: 3 clusters Score -1998552 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1998591.125000 Penalty: 5045.153809
	Iteration 26Q: 3 clusters Score -1998591 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1998609.500000 Penalty: 5045.153809
	Iteration 27Q: 3 clusters Score -1998610 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1998640.500000 Penalty: 5045.153809
	Iteration 28Q: 3 clusters Score -1998640 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1998656.750000 Penalty: 5045.153809
	Iteration 29Q: 3 clusters Score -1998657 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -1998677.250000 Penalty: 5045.153809
	Iteration 30Q: 3 clusters Score -1998677 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -1998700.625000 Penalty: 5045.153809
	Iteration 31Q: 3 clusters Score -1998701 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1998720.375000 Penalty: 5045.153809
	Iteration 32Q: 3 clusters Score -1998720 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1998740.000000 Penalty: 5045.153809
	Iteration 33Q: 3 clusters Score -1998740 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1998770.750000 Penalty: 5045.153809
	Iteration 34Q: 3 clusters Score -1998771 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -1998787.250000 Penalty: 5045.153809
	Iteration 35Q: 3 clusters Score -1998787 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -1998813.375000 Penalty: 5045.153809
	Iteration 36Q: 3 clusters Score -1998813 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -1998846.750000 Penalty: 5045.153809
	Iteration 37Q: 3 clusters Score -1998847 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -1998881.625000 Penalty: 5045.153809
	Iteration 38Q: 3 clusters Score -1998882 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -1998910.750000 Penalty: 5045.153809
	Iteration 39Q: 3 clusters Score -1998911 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -1998929.875000 Penalty: 5045.153809
	Iteration 40F: 3 clusters Score -1998930 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -1998965.000000 Penalty: 5045.153809
	Iteration 41Q: 3 clusters Score -1998965 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1998992.750000 Penalty: 5045.153809
	Iteration 42Q: 3 clusters Score -1998993 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -1999012.000000 Penalty: 5045.153809
	Iteration 43Q: 3 clusters Score -1999012 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -1999035.000000 Penalty: 5045.153809
	Iteration 44Q: 3 clusters Score -1999035 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -1999049.750000 Penalty: 5045.153809
	Iteration 45Q: 3 clusters Score -1999050 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -1999077.375000 Penalty: 5045.153809
	Iteration 46Q: 3 clusters Score -1999077 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1999091.875000 Penalty: 5045.153809
	Iteration 47Q: 3 clusters Score -1999092 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -1999114.625000 Penalty: 5045.153809
	Iteration 48Q: 3 clusters Score -1999115 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -1999143.875000 Penalty: 5045.153809
	Iteration 49Q: 3 clusters Score -1999144 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -1999168.250000 Penalty: 5045.153809
	Iteration 50Q: 3 clusters Score -1999168 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -1999182.125000 Penalty: 5045.153809
	Iteration 51Q: 3 clusters Score -1999182 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -1999198.375000 Penalty: 5045.153809
	Iteration 52Q: 3 clusters Score -1999198 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -1999221.500000 Penalty: 5045.153809
	Iteration 53Q: 3 clusters Score -1999222 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -1999239.500000 Penalty: 5045.153809
	Iteration 54Q: 3 clusters Score -1999240 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -1999266.000000 Penalty: 5045.153809
	Iteration 55Q: 3 clusters Score -1999266 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -1999297.125000 Penalty: 5045.153809
	Iteration 56Q: 3 clusters Score -1999297 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -1999335.750000 Penalty: 5045.153809
	Iteration 57Q: 3 clusters Score -1999336 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -1999375.875000 Penalty: 5045.153809
	Iteration 58Q: 3 clusters Score -1999376 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -1999418.250000 Penalty: 5045.153809
	Iteration 59Q: 3 clusters Score -1999418 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -1999448.375000 Penalty: 5045.153809
	Iteration 60F: 3 clusters Score -1999448 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -1999483.750000 Penalty: 5045.153809
	Iteration 61Q: 3 clusters Score -1999484 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -1999524.250000 Penalty: 5045.153809
	Iteration 62Q: 3 clusters Score -1999524 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -1999579.750000 Penalty: 5045.153809
	Iteration 63Q: 3 clusters Score -1999580 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -1999618.125000 Penalty: 5045.153809
	Iteration 64Q: 3 clusters Score -1999618 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -1999647.750000 Penalty: 5045.153809
	Iteration 65Q: 3 clusters Score -1999648 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -1999679.125000 Penalty: 5045.153809
	Iteration 66Q: 3 clusters Score -1999679 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -1999714.750000 Penalty: 5045.153809
	Iteration 67Q: 3 clusters Score -1999715 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -1999750.125000 Penalty: 5045.153809
	Iteration 68Q: 3 clusters Score -1999750 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -1999785.125000 Penalty: 5045.153809
	Iteration 69Q: 3 clusters Score -1999785 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -1999814.750000 Penalty: 5045.153809
	Iteration 70Q: 3 clusters Score -1999815 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -1999830.125000 Penalty: 5045.153809
	Iteration 71Q: 3 clusters Score -1999830 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -1999850.750000 Penalty: 5045.153809
	Iteration 72Q: 3 clusters Score -1999851 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -1999869.250000 Penalty: 5045.153809
	Iteration 73Q: 3 clusters Score -1999869 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -1999884.500000 Penalty: 5045.153809
	Iteration 74Q: 3 clusters Score -1999884 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -1999897.250000 Penalty: 5045.153809
	Iteration 75Q: 3 clusters Score -1999897 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -1999907.000000 Penalty: 5045.153809
	Iteration 76Q: 3 clusters Score -1999907 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -1999915.375000 Penalty: 5045.153809
	Iteration 77Q: 3 clusters Score -1999915 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -1999934.000000 Penalty: 5045.153809
	Iteration 78Q: 3 clusters Score -1999934 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -1999948.000000 Penalty: 5045.153809
	Iteration 79Q: 3 clusters Score -1999948 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -1999957.000000 Penalty: 5045.153809
	Iteration 80F: 3 clusters Score -1999957 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -1999959.375000 Penalty: 5045.153809
	Iteration 81Q: 3 clusters Score -1999959 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -1999972.250000 Penalty: 5045.153809
	Iteration 82Q: 3 clusters Score -1999972 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -1999991.750000 Penalty: 5045.153809
	Iteration 83Q: 3 clusters Score -1999992 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -2000006.125000 Penalty: 5045.153809
	Iteration 84Q: 3 clusters Score -2000006 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -2000029.375000 Penalty: 5045.153809
	Iteration 85Q: 3 clusters Score -2000029 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -2000050.875000 Penalty: 5045.153809
	Iteration 86Q: 3 clusters Score -2000051 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -2000089.000000 Penalty: 5045.153809
	Iteration 87Q: 3 clusters Score -2000089 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -2000112.000000 Penalty: 5045.153809
	Iteration 88Q: 3 clusters Score -2000112 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -2000129.875000 Penalty: 5045.153809
	Iteration 89Q: 3 clusters Score -2000130 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -2000158.500000 Penalty: 5045.153809
	Iteration 90Q: 3 clusters Score -2000158 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -2000175.750000 Penalty: 5045.153809
	Iteration 91Q: 3 clusters Score -2000176 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -2000201.000000 Penalty: 5045.153809
	Iteration 92Q: 3 clusters Score -2000201 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -2000209.000000 Penalty: 5045.153809
	Iteration 93Q: 3 clusters Score -2000209 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -2000225.875000 Penalty: 5045.153809
	Iteration 94Q: 3 clusters Score -2000226 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -2000239.375000 Penalty: 5045.153809
	Iteration 95Q: 3 clusters Score -2000239 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -2000251.375000 Penalty: 5045.153809
	Iteration 96Q: 3 clusters Score -2000251 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -2000255.250000 Penalty: 5045.153809
	Iteration 97Q: 3 clusters Score -2000255 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -2000273.750000 Penalty: 5045.153809
	Iteration 98Q: 3 clusters Score -2000274 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -2000291.750000 Penalty: 5045.153809
	Iteration 99Q: 3 clusters Score -2000292 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -2000300.125000 Penalty: 5045.153809
	Iteration 100F: 3 clusters Score -2000300 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -2000316.875000 Penalty: 5045.153809
	Iteration 101Q: 3 clusters Score -2000317 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -2000326.625000 Penalty: 5045.153809
	Iteration 102Q: 3 clusters Score -2000327 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2000339.000000 Penalty: 5045.153809
	Iteration 103Q: 3 clusters Score -2000339 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -2000356.375000 Penalty: 5045.153809
	Iteration 104Q: 3 clusters Score -2000356 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -2000375.750000 Penalty: 5045.153809
	Iteration 105Q: 3 clusters Score -2000376 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -2000382.125000 Penalty: 5045.153809
	Iteration 106Q: 3 clusters Score -2000382 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -2000403.375000 Penalty: 5045.153809
	Iteration 107Q: 3 clusters Score -2000403 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -2000412.625000 Penalty: 5045.153809
	Iteration 108Q: 3 clusters Score -2000413 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -2000434.875000 Penalty: 5045.153809
	Iteration 109Q: 3 clusters Score -2000435 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -2000456.625000 Penalty: 5045.153809
	Iteration 110Q: 3 clusters Score -2000457 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -2000465.375000 Penalty: 5045.153809
	Iteration 111Q: 3 clusters Score -2000465 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -2000475.000000 Penalty: 5045.153809
	Iteration 112Q: 3 clusters Score -2000475 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -2000485.750000 Penalty: 5045.153809
	Iteration 113Q: 3 clusters Score -2000486 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -2000494.750000 Penalty: 5045.153809
	Iteration 114Q: 3 clusters Score -2000495 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -2000503.125000 Penalty: 5045.153809
	Iteration 115Q: 3 clusters Score -2000503 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -2000514.500000 Penalty: 5045.153809
	Iteration 116Q: 3 clusters Score -2000514 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -2000525.125000 Penalty: 5045.153809
	Iteration 117Q: 3 clusters Score -2000525 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -2000532.875000 Penalty: 5045.153809
	Iteration 118Q: 3 clusters Score -2000533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -2000539.500000 Penalty: 5045.153809
	Iteration 119Q: 3 clusters Score -2000540 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -2000543.875000 Penalty: 5045.153809
	Iteration 120F: 3 clusters Score -2000544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -2000547.125000 Penalty: 5045.153809
	Iteration 121Q: 3 clusters Score -2000547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -2000548.375000 Penalty: 5045.153809
	Iteration 122Q: 3 clusters Score -2000548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -2000550.500000 Penalty: 5045.153809
	Iteration 123Q: 3 clusters Score -2000550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -2000549.000000 Penalty: 5045.153809
	Iteration 124Q: 3 clusters Score -2000549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -2000554.625000 Penalty: 5045.153809
	Iteration 125Q: 3 clusters Score -2000555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -2000557.875000 Penalty: 5045.153809
	Iteration 126Q: 3 clusters Score -2000558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -2000558.625000 Penalty: 5045.153809
	Iteration 127Q: 3 clusters Score -2000559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -2000565.500000 Penalty: 5045.153809
	Iteration 128Q: 3 clusters Score -2000566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -2000565.750000 Penalty: 5045.153809
	Iteration 129Q: 3 clusters Score -2000566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -2000563.125000 Penalty: 5045.153809
	Iteration 130Q: 3 clusters Score -2000563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -2000562.125000 Penalty: 5045.153809
	Iteration 131Q: 3 clusters Score -2000562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -2000562.125000 Penalty: 5045.153809
	Iteration 132F: 3 clusters Score -2000562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Entering Unmasked Estep 
Score: -138790.390625 Penalty: 1949.708374
	Iteration 0F: 2 clusters Score -138790.4 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 1294 members 
Entering Unmasked Estep 
Score: -135851.171875 Penalty: 3899.416748
	Iteration 0F: 3 clusters Score -135851.2 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -136557.921875 Penalty: 3899.416748
	Iteration 1F: 3 clusters Score -136557.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -136909.468750 Penalty: 3899.416748
	Iteration 2F: 3 clusters Score -136909.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -137147.062500 Penalty: 3899.416748
	Iteration 3F: 3 clusters Score -137147.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -137324.421875 Penalty: 3899.416748
	Iteration 4F: 3 clusters Score -137324.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -137470.625000 Penalty: 3899.416748
	Iteration 5Q: 3 clusters Score -137470.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -137647.203125 Penalty: 3899.416748
	Iteration 6Q: 3 clusters Score -137647.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -137830.593750 Penalty: 3899.416748
	Iteration 7F: 3 clusters Score -137830.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -137976.656250 Penalty: 3899.416748
	Iteration 8Q: 3 clusters Score -137976.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -138084.875000 Penalty: 3899.416748
	Iteration 9Q: 3 clusters Score -138084.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -138179.781250 Penalty: 3899.416748
	Iteration 10Q: 3 clusters Score -138179.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -138246.515625 Penalty: 3899.416748
	Iteration 11Q: 3 clusters Score -138246.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -138285.984375 Penalty: 3899.416748
	Iteration 12Q: 3 clusters Score -138286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -138323.890625 Penalty: 3899.416748
	Iteration 13Q: 3 clusters Score -138323.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -138347.078125 Penalty: 3899.416748
	Iteration 14Q: 3 clusters Score -138347.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -138365.078125 Penalty: 3899.416748
	Iteration 15Q: 3 clusters Score -138365.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -138374.453125 Penalty: 3899.416748
	Iteration 16Q: 3 clusters Score -138374.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -138381.921875 Penalty: 3899.416748
	Iteration 17Q: 3 clusters Score -138381.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -138386.796875 Penalty: 3899.416748
	Iteration 18Q: 3 clusters Score -138386.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -138390.234375 Penalty: 3899.416748
	Iteration 19Q: 3 clusters Score -138390.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -138392.359375 Penalty: 3899.416748
	Iteration 20F: 3 clusters Score -138392.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -138394.812500 Penalty: 3899.416748
	Iteration 21Q: 3 clusters Score -138394.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -138396.437500 Penalty: 3899.416748
	Iteration 22Q: 3 clusters Score -138396.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -138396.968750 Penalty: 3899.416748
	Iteration 23Q: 3 clusters Score -138397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -138397.343750 Penalty: 3899.416748
	Iteration 24Q: 3 clusters Score -138397.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -138397.562500 Penalty: 3899.416748
	Iteration 25Q: 3 clusters Score -138397.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -138397.875000 Penalty: 3899.416748
	Iteration 26Q: 3 clusters Score -138397.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -138398.125000 Penalty: 3899.416748
	Iteration 27Q: 3 clusters Score -138398.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -138398.125000 Penalty: 3899.416748
	Iteration 28F: 3 clusters Score -138398.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Entering Unmasked Estep 
Score: -650106.687500 Penalty: 2257.593750
	Iteration 0F: 2 clusters Score -650106.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -643127.375000 Penalty: 4515.187500
	Iteration 0F: 3 clusters Score -643127.4 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -645140.000000 Penalty: 4515.187500
	Iteration 1F: 3 clusters Score -645140 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -645486.812500 Penalty: 4515.187500
	Iteration 2F: 3 clusters Score -645486.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -645726.000000 Penalty: 4515.187500
	Iteration 3F: 3 clusters Score -645726 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -645938.500000 Penalty: 4515.187500
	Iteration 4Q: 3 clusters Score -645938.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -646156.875000 Penalty: 4515.187500
	Iteration 5Q: 3 clusters Score -646156.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -646379.125000 Penalty: 4515.187500
	Iteration 6Q: 3 clusters Score -646379.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -646571.500000 Penalty: 4515.187500
	Iteration 7Q: 3 clusters Score -646571.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -646722.750000 Penalty: 4515.187500
	Iteration 8Q: 3 clusters Score -646722.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -646853.187500 Penalty: 4515.187500
	Iteration 9Q: 3 clusters Score -646853.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -646968.937500 Penalty: 4515.187500
	Iteration 10Q: 3 clusters Score -646968.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -647069.437500 Penalty: 4515.187500
	Iteration 11Q: 3 clusters Score -647069.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -647160.562500 Penalty: 4515.187500
	Iteration 12Q: 3 clusters Score -647160.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -647243.562500 Penalty: 4515.187500
	Iteration 13Q: 3 clusters Score -647243.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -647317.625000 Penalty: 4515.187500
	Iteration 14Q: 3 clusters Score -647317.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -647379.187500 Penalty: 4515.187500
	Iteration 15Q: 3 clusters Score -647379.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -647439.312500 Penalty: 4515.187500
	Iteration 16Q: 3 clusters Score -647439.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -647502.937500 Penalty: 4515.187500
	Iteration 17Q: 3 clusters Score -647502.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -647567.125000 Penalty: 4515.187500
	Iteration 18Q: 3 clusters Score -647567.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -647640.000000 Penalty: 4515.187500
	Iteration 19Q: 3 clusters Score -647640 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -647710.375000 Penalty: 4515.187500
	Iteration 20F: 3 clusters Score -647710.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -647778.187500 Penalty: 4515.187500
	Iteration 21Q: 3 clusters Score -647778.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -647850.500000 Penalty: 4515.187500
	Iteration 22Q: 3 clusters Score -647850.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -647909.500000 Penalty: 4515.187500
	Iteration 23Q: 3 clusters Score -647909.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -647961.125000 Penalty: 4515.187500
	Iteration 24Q: 3 clusters Score -647961.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -648000.562500 Penalty: 4515.187500
	Iteration 25Q: 3 clusters Score -648000.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -648034.125000 Penalty: 4515.187500
	Iteration 26Q: 3 clusters Score -648034.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -648060.062500 Penalty: 4515.187500
	Iteration 27Q: 3 clusters Score -648060.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -648076.812500 Penalty: 4515.187500
	Iteration 28Q: 3 clusters Score -648076.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -648091.562500 Penalty: 4515.187500
	Iteration 29Q: 3 clusters Score -648091.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -648109.562500 Penalty: 4515.187500
	Iteration 30Q: 3 clusters Score -648109.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -648125.437500 Penalty: 4515.187500
	Iteration 31Q: 3 clusters Score -648125.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -648136.125000 Penalty: 4515.187500
	Iteration 32Q: 3 clusters Score -648136.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -648148.500000 Penalty: 4515.187500
	Iteration 33Q: 3 clusters Score -648148.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -648158.875000 Penalty: 4515.187500
	Iteration 34Q: 3 clusters Score -648158.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -648174.000000 Penalty: 4515.187500
	Iteration 35Q: 3 clusters Score -648174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -648193.937500 Penalty: 4515.187500
	Iteration 36Q: 3 clusters Score -648193.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -648204.125000 Penalty: 4515.187500
	Iteration 37Q: 3 clusters Score -648204.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -648208.875000 Penalty: 4515.187500
	Iteration 38Q: 3 clusters Score -648208.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -648220.750000 Penalty: 4515.187500
	Iteration 39Q: 3 clusters Score -648220.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -648228.750000 Penalty: 4515.187500
	Iteration 40F: 3 clusters Score -648228.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -648232.250000 Penalty: 4515.187500
	Iteration 41Q: 3 clusters Score -648232.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -648242.500000 Penalty: 4515.187500
	Iteration 42Q: 3 clusters Score -648242.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -648251.437500 Penalty: 4515.187500
	Iteration 43Q: 3 clusters Score -648251.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -648261.062500 Penalty: 4515.187500
	Iteration 44Q: 3 clusters Score -648261.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -648270.812500 Penalty: 4515.187500
	Iteration 45Q: 3 clusters Score -648270.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -648278.000000 Penalty: 4515.187500
	Iteration 46Q: 3 clusters Score -648278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -648279.625000 Penalty: 4515.187500
	Iteration 47Q: 3 clusters Score -648279.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -648287.875000 Penalty: 4515.187500
	Iteration 48Q: 3 clusters Score -648287.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -648290.000000 Penalty: 4515.187500
	Iteration 49Q: 3 clusters Score -648290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -648291.187500 Penalty: 4515.187500
	Iteration 50Q: 3 clusters Score -648291.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -648294.125000 Penalty: 4515.187500
	Iteration 51Q: 3 clusters Score -648294.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -648297.750000 Penalty: 4515.187500
	Iteration 52Q: 3 clusters Score -648297.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -648303.875000 Penalty: 4515.187500
	Iteration 53Q: 3 clusters Score -648303.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -648311.937500 Penalty: 4515.187500
	Iteration 54Q: 3 clusters Score -648311.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -648317.062500 Penalty: 4515.187500
	Iteration 55Q: 3 clusters Score -648317.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -648317.312500 Penalty: 4515.187500
	Iteration 56Q: 3 clusters Score -648317.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -648317.812500 Penalty: 4515.187500
	Iteration 57Q: 3 clusters Score -648317.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -648317.812500 Penalty: 4515.187500
	Iteration 58F: 3 clusters Score -648317.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Entering Unmasked Estep 
Score: -237357.578125 Penalty: 2026.276123
	Iteration 0F: 2 clusters Score -237357.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -233790.390625 Penalty: 4052.552246
	Iteration 0F: 3 clusters Score -233790.4 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -234602.593750 Penalty: 4052.552246
	Iteration 1F: 3 clusters Score -234602.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -234825.187500 Penalty: 4052.552246
	Iteration 2F: 3 clusters Score -234825.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -234989.234375 Penalty: 4052.552246
	Iteration 3F: 3 clusters Score -234989.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -235102.921875 Penalty: 4052.552246
	Iteration 4Q: 3 clusters Score -235102.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -235206.359375 Penalty: 4052.552246
	Iteration 5Q: 3 clusters Score -235206.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -235277.687500 Penalty: 4052.552246
	Iteration 6Q: 3 clusters Score -235277.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -235334.796875 Penalty: 4052.552246
	Iteration 7Q: 3 clusters Score -235334.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -235388.890625 Penalty: 4052.552246
	Iteration 8Q: 3 clusters Score -235388.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -235437.000000 Penalty: 4052.552246
	Iteration 9Q: 3 clusters Score -235437 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -235480.078125 Penalty: 4052.552246
	Iteration 10Q: 3 clusters Score -235480.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -235507.484375 Penalty: 4052.552246
	Iteration 11Q: 3 clusters Score -235507.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -235534.562500 Penalty: 4052.552246
	Iteration 12Q: 3 clusters Score -235534.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -235566.953125 Penalty: 4052.552246
	Iteration 13Q: 3 clusters Score -235567 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -235589.390625 Penalty: 4052.552246
	Iteration 14Q: 3 clusters Score -235589.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -235610.000000 Penalty: 4052.552246
	Iteration 15Q: 3 clusters Score -235610 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -235631.921875 Penalty: 4052.552246
	Iteration 16Q: 3 clusters Score -235631.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -235652.125000 Penalty: 4052.552246
	Iteration 17Q: 3 clusters Score -235652.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -235674.546875 Penalty: 4052.552246
	Iteration 18Q: 3 clusters Score -235674.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -235691.953125 Penalty: 4052.552246
	Iteration 19Q: 3 clusters Score -235692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -235707.062500 Penalty: 4052.552246
	Iteration 20F: 3 clusters Score -235707.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -235714.296875 Penalty: 4052.552246
	Iteration 21Q: 3 clusters Score -235714.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -235724.578125 Penalty: 4052.552246
	Iteration 22Q: 3 clusters Score -235724.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -235739.781250 Penalty: 4052.552246
	Iteration 23Q: 3 clusters Score -235739.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -235757.921875 Penalty: 4052.552246
	Iteration 24Q: 3 clusters Score -235757.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -235787.125000 Penalty: 4052.552246
	Iteration 25Q: 3 clusters Score -235787.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -235816.906250 Penalty: 4052.552246
	Iteration 26Q: 3 clusters Score -235816.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -235844.859375 Penalty: 4052.552246
	Iteration 27Q: 3 clusters Score -235844.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -235884.531250 Penalty: 4052.552246
	Iteration 28Q: 3 clusters Score -235884.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -235922.562500 Penalty: 4052.552246
	Iteration 29Q: 3 clusters Score -235922.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -235961.671875 Penalty: 4052.552246
	Iteration 30Q: 3 clusters Score -235961.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -235986.687500 Penalty: 4052.552246
	Iteration 31Q: 3 clusters Score -235986.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -236009.109375 Penalty: 4052.552246
	Iteration 32Q: 3 clusters Score -236009.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -236031.703125 Penalty: 4052.552246
	Iteration 33Q: 3 clusters Score -236031.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -236051.109375 Penalty: 4052.552246
	Iteration 34Q: 3 clusters Score -236051.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -236065.890625 Penalty: 4052.552246
	Iteration 35Q: 3 clusters Score -236065.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -236082.390625 Penalty: 4052.552246
	Iteration 36Q: 3 clusters Score -236082.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -236095.593750 Penalty: 4052.552246
	Iteration 37Q: 3 clusters Score -236095.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -236101.703125 Penalty: 4052.552246
	Iteration 38Q: 3 clusters Score -236101.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -236108.859375 Penalty: 4052.552246
	Iteration 39Q: 3 clusters Score -236108.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -236111.406250 Penalty: 4052.552246
	Iteration 40F: 3 clusters Score -236111.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -236113.203125 Penalty: 4052.552246
	Iteration 41Q: 3 clusters Score -236113.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -236113.812500 Penalty: 4052.552246
	Iteration 42Q: 3 clusters Score -236113.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -236113.812500 Penalty: 4052.552246
	Iteration 43F: 3 clusters Score -236113.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Entering Unmasked Estep 
Score: -216515.421875 Penalty: 1987.144897
	Iteration 0F: 2 clusters Score -216515.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -213253.171875 Penalty: 3974.289795
	Iteration 0F: 3 clusters Score -213253.2 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -214005.609375 Penalty: 3974.289795
	Iteration 1F: 3 clusters Score -214005.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -214235.140625 Penalty: 3974.289795
	Iteration 2F: 3 clusters Score -214235.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -214432.062500 Penalty: 3974.289795
	Iteration 3F: 3 clusters Score -214432.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -214579.406250 Penalty: 3974.289795
	Iteration 4Q: 3 clusters Score -214579.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -214663.343750 Penalty: 3974.289795
	Iteration 5Q: 3 clusters Score -214663.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -214734.703125 Penalty: 3974.289795
	Iteration 6Q: 3 clusters Score -214734.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -214796.812500 Penalty: 3974.289795
	Iteration 7Q: 3 clusters Score -214796.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -214838.437500 Penalty: 3974.289795
	Iteration 8Q: 3 clusters Score -214838.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -214863.687500 Penalty: 3974.289795
	Iteration 9Q: 3 clusters Score -214863.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -214887.640625 Penalty: 3974.289795
	Iteration 10Q: 3 clusters Score -214887.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -214910.828125 Penalty: 3974.289795
	Iteration 11Q: 3 clusters Score -214910.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -214943.093750 Penalty: 3974.289795
	Iteration 12Q: 3 clusters Score -214943.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -214964.375000 Penalty: 3974.289795
	Iteration 13Q: 3 clusters Score -214964.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -214976.593750 Penalty: 3974.289795
	Iteration 14Q: 3 clusters Score -214976.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -214986.890625 Penalty: 3974.289795
	Iteration 15Q: 3 clusters Score -214986.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -214992.312500 Penalty: 3974.289795
	Iteration 16Q: 3 clusters Score -214992.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -214994.984375 Penalty: 3974.289795
	Iteration 17Q: 3 clusters Score -214995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -214998.046875 Penalty: 3974.289795
	Iteration 18Q: 3 clusters Score -214998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -215003.578125 Penalty: 3974.289795
	Iteration 19Q: 3 clusters Score -215003.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -215008.281250 Penalty: 3974.289795
	Iteration 20F: 3 clusters Score -215008.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -215014.734375 Penalty: 3974.289795
	Iteration 21Q: 3 clusters Score -215014.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -215023.500000 Penalty: 3974.289795
	Iteration 22Q: 3 clusters Score -215023.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -215032.218750 Penalty: 3974.289795
	Iteration 23Q: 3 clusters Score -215032.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -215040.296875 Penalty: 3974.289795
	Iteration 24Q: 3 clusters Score -215040.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -215045.953125 Penalty: 3974.289795
	Iteration 25Q: 3 clusters Score -215046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -215049.125000 Penalty: 3974.289795
	Iteration 26Q: 3 clusters Score -215049.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -215053.890625 Penalty: 3974.289795
	Iteration 27Q: 3 clusters Score -215053.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -215055.953125 Penalty: 3974.289795
	Iteration 28Q: 3 clusters Score -215056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -215058.250000 Penalty: 3974.289795
	Iteration 29Q: 3 clusters Score -215058.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -215060.812500 Penalty: 3974.289795
	Iteration 30Q: 3 clusters Score -215060.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -215061.859375 Penalty: 3974.289795
	Iteration 31Q: 3 clusters Score -215061.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -215063.687500 Penalty: 3974.289795
	Iteration 32Q: 3 clusters Score -215063.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -215066.328125 Penalty: 3974.289795
	Iteration 33Q: 3 clusters Score -215066.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -215067.531250 Penalty: 3974.289795
	Iteration 34Q: 3 clusters Score -215067.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -215068.328125 Penalty: 3974.289795
	Iteration 35Q: 3 clusters Score -215068.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -215068.609375 Penalty: 3974.289795
	Iteration 36Q: 3 clusters Score -215068.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -215068.609375 Penalty: 3974.289795
	Iteration 37F: 3 clusters Score -215068.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Entering Unmasked Estep 
Score: -737605.375000 Penalty: 2284.065186
	Iteration 0F: 2 clusters Score -737605.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -729990.437500 Penalty: 4568.130371
	Iteration 0F: 3 clusters Score -729990.4 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -732151.312500 Penalty: 4568.130371
	Iteration 1F: 3 clusters Score -732151.3 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -732449.687500 Penalty: 4568.130371
	Iteration 2F: 3 clusters Score -732449.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -732677.062500 Penalty: 4568.130371
	Iteration 3Q: 3 clusters Score -732677.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -732870.062500 Penalty: 4568.130371
	Iteration 4Q: 3 clusters Score -732870.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -733047.625000 Penalty: 4568.130371
	Iteration 5Q: 3 clusters Score -733047.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -733285.875000 Penalty: 4568.130371
	Iteration 6Q: 3 clusters Score -733285.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -733546.687500 Penalty: 4568.130371
	Iteration 7Q: 3 clusters Score -733546.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -733834.250000 Penalty: 4568.130371
	Iteration 8Q: 3 clusters Score -733834.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -734102.125000 Penalty: 4568.130371
	Iteration 9Q: 3 clusters Score -734102.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -734371.562500 Penalty: 4568.130371
	Iteration 10Q: 3 clusters Score -734371.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -734652.625000 Penalty: 4568.130371
	Iteration 11Q: 3 clusters Score -734652.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -734911.750000 Penalty: 4568.130371
	Iteration 12Q: 3 clusters Score -734911.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -735157.812500 Penalty: 4568.130371
	Iteration 13Q: 3 clusters Score -735157.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -735372.812500 Penalty: 4568.130371
	Iteration 14Q: 3 clusters Score -735372.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -735517.250000 Penalty: 4568.130371
	Iteration 15Q: 3 clusters Score -735517.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -735626.750000 Penalty: 4568.130371
	Iteration 16Q: 3 clusters Score -735626.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -735703.312500 Penalty: 4568.130371
	Iteration 17Q: 3 clusters Score -735703.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -735758.375000 Penalty: 4568.130371
	Iteration 18Q: 3 clusters Score -735758.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -735798.187500 Penalty: 4568.130371
	Iteration 19Q: 3 clusters Score -735798.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -735824.062500 Penalty: 4568.130371
	Iteration 20F: 3 clusters Score -735824.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -735836.562500 Penalty: 4568.130371
	Iteration 21Q: 3 clusters Score -735836.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -735848.000000 Penalty: 4568.130371
	Iteration 22Q: 3 clusters Score -735848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -735863.250000 Penalty: 4568.130371
	Iteration 23Q: 3 clusters Score -735863.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -735872.562500 Penalty: 4568.130371
	Iteration 24Q: 3 clusters Score -735872.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -735881.687500 Penalty: 4568.130371
	Iteration 25Q: 3 clusters Score -735881.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -735886.437500 Penalty: 4568.130371
	Iteration 26Q: 3 clusters Score -735886.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -735891.562500 Penalty: 4568.130371
	Iteration 27Q: 3 clusters Score -735891.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -735896.250000 Penalty: 4568.130371
	Iteration 28Q: 3 clusters Score -735896.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -735898.937500 Penalty: 4568.130371
	Iteration 29Q: 3 clusters Score -735898.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -735903.250000 Penalty: 4568.130371
	Iteration 30Q: 3 clusters Score -735903.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -735904.625000 Penalty: 4568.130371
	Iteration 31Q: 3 clusters Score -735904.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -735906.937500 Penalty: 4568.130371
	Iteration 32Q: 3 clusters Score -735906.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -735910.500000 Penalty: 4568.130371
	Iteration 33Q: 3 clusters Score -735910.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -735914.437500 Penalty: 4568.130371
	Iteration 34Q: 3 clusters Score -735914.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -735914.937500 Penalty: 4568.130371
	Iteration 35Q: 3 clusters Score -735914.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -735916.750000 Penalty: 4568.130371
	Iteration 36Q: 3 clusters Score -735916.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -735922.000000 Penalty: 4568.130371
	Iteration 37Q: 3 clusters Score -735922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -735924.375000 Penalty: 4568.130371
	Iteration 38Q: 3 clusters Score -735924.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -735926.750000 Penalty: 4568.130371
	Iteration 39Q: 3 clusters Score -735926.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -735927.187500 Penalty: 4568.130371
	Iteration 40F: 3 clusters Score -735927.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -735929.937500 Penalty: 4568.130371
	Iteration 41Q: 3 clusters Score -735929.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -735929.750000 Penalty: 4568.130371
	Iteration 42Q: 3 clusters Score -735929.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -735932.625000 Penalty: 4568.130371
	Iteration 43Q: 3 clusters Score -735932.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -735935.000000 Penalty: 4568.130371
	Iteration 44Q: 3 clusters Score -735935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -735934.875000 Penalty: 4568.130371
	Iteration 45Q: 3 clusters Score -735934.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -735937.000000 Penalty: 4568.130371
	Iteration 46Q: 3 clusters Score -735937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -735937.812500 Penalty: 4568.130371
	Iteration 47Q: 3 clusters Score -735937.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -735938.375000 Penalty: 4568.130371
	Iteration 48Q: 3 clusters Score -735938.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -735939.000000 Penalty: 4568.130371
	Iteration 49Q: 3 clusters Score -735939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -735939.875000 Penalty: 4568.130371
	Iteration 50Q: 3 clusters Score -735939.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -735940.312500 Penalty: 4568.130371
	Iteration 51Q: 3 clusters Score -735940.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -735941.250000 Penalty: 4568.130371
	Iteration 52Q: 3 clusters Score -735941.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -735940.562500 Penalty: 4568.130371
	Iteration 53Q: 3 clusters Score -735940.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -735941.562500 Penalty: 4568.130371
	Iteration 54Q: 3 clusters Score -735941.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -735941.500000 Penalty: 4568.130371
	Iteration 55Q: 3 clusters Score -735941.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -735941.500000 Penalty: 4568.130371
	Iteration 56F: 3 clusters Score -735941.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Entering Unmasked Estep 
Score: -298819.593750 Penalty: 2056.800293
	Iteration 0F: 2 clusters Score -298819.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -294963.031250 Penalty: 4113.600586
	Iteration 0F: 3 clusters Score -294963 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -295731.625000 Penalty: 4113.600586
	Iteration 1F: 3 clusters Score -295731.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -295925.406250 Penalty: 4113.600586
	Iteration 2F: 3 clusters Score -295925.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -296037.906250 Penalty: 4113.600586
	Iteration 3Q: 3 clusters Score -296037.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -296098.468750 Penalty: 4113.600586
	Iteration 4Q: 3 clusters Score -296098.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -296145.531250 Penalty: 4113.600586
	Iteration 5Q: 3 clusters Score -296145.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -296180.500000 Penalty: 4113.600586
	Iteration 6Q: 3 clusters Score -296180.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -296209.468750 Penalty: 4113.600586
	Iteration 7Q: 3 clusters Score -296209.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -296233.000000 Penalty: 4113.600586
	Iteration 8Q: 3 clusters Score -296233 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -296249.093750 Penalty: 4113.600586
	Iteration 9Q: 3 clusters Score -296249.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -296259.968750 Penalty: 4113.600586
	Iteration 10Q: 3 clusters Score -296260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -296268.906250 Penalty: 4113.600586
	Iteration 11Q: 3 clusters Score -296268.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -296276.531250 Penalty: 4113.600586
	Iteration 12Q: 3 clusters Score -296276.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -296280.125000 Penalty: 4113.600586
	Iteration 13Q: 3 clusters Score -296280.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -296284.093750 Penalty: 4113.600586
	Iteration 14Q: 3 clusters Score -296284.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -296286.968750 Penalty: 4113.600586
	Iteration 15Q: 3 clusters Score -296287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -296291.156250 Penalty: 4113.600586
	Iteration 16Q: 3 clusters Score -296291.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -296293.906250 Penalty: 4113.600586
	Iteration 17Q: 3 clusters Score -296293.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -296297.312500 Penalty: 4113.600586
	Iteration 18Q: 3 clusters Score -296297.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -296302.187500 Penalty: 4113.600586
	Iteration 19Q: 3 clusters Score -296302.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -296305.906250 Penalty: 4113.600586
	Iteration 20F: 3 clusters Score -296305.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -296310.593750 Penalty: 4113.600586
	Iteration 21Q: 3 clusters Score -296310.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -296312.750000 Penalty: 4113.600586
	Iteration 22Q: 3 clusters Score -296312.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -296317.718750 Penalty: 4113.600586
	Iteration 23Q: 3 clusters Score -296317.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -296321.343750 Penalty: 4113.600586
	Iteration 24Q: 3 clusters Score -296321.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -296326.406250 Penalty: 4113.600586
	Iteration 25Q: 3 clusters Score -296326.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -296327.718750 Penalty: 4113.600586
	Iteration 26Q: 3 clusters Score -296327.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -296331.937500 Penalty: 4113.600586
	Iteration 27Q: 3 clusters Score -296331.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -296334.656250 Penalty: 4113.600586
	Iteration 28Q: 3 clusters Score -296334.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -296337.437500 Penalty: 4113.600586
	Iteration 29Q: 3 clusters Score -296337.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -296340.625000 Penalty: 4113.600586
	Iteration 30Q: 3 clusters Score -296340.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -296344.312500 Penalty: 4113.600586
	Iteration 31Q: 3 clusters Score -296344.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -296345.968750 Penalty: 4113.600586
	Iteration 32Q: 3 clusters Score -296346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -296347.968750 Penalty: 4113.600586
	Iteration 33Q: 3 clusters Score -296348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -296349.656250 Penalty: 4113.600586
	Iteration 34Q: 3 clusters Score -296349.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -296353.250000 Penalty: 4113.600586
	Iteration 35Q: 3 clusters Score -296353.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -296356.281250 Penalty: 4113.600586
	Iteration 36Q: 3 clusters Score -296356.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -296358.843750 Penalty: 4113.600586
	Iteration 37Q: 3 clusters Score -296358.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -296360.062500 Penalty: 4113.600586
	Iteration 38Q: 3 clusters Score -296360.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -296363.812500 Penalty: 4113.600586
	Iteration 39Q: 3 clusters Score -296363.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -296366.375000 Penalty: 4113.600586
	Iteration 40F: 3 clusters Score -296366.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -296368.750000 Penalty: 4113.600586
	Iteration 41Q: 3 clusters Score -296368.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -296370.625000 Penalty: 4113.600586
	Iteration 42Q: 3 clusters Score -296370.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -296371.312500 Penalty: 4113.600586
	Iteration 43Q: 3 clusters Score -296371.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -296372.781250 Penalty: 4113.600586
	Iteration 44Q: 3 clusters Score -296372.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -296374.031250 Penalty: 4113.600586
	Iteration 45Q: 3 clusters Score -296374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -296374.906250 Penalty: 4113.600586
	Iteration 46Q: 3 clusters Score -296374.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -296375.781250 Penalty: 4113.600586
	Iteration 47Q: 3 clusters Score -296375.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -296376.093750 Penalty: 4113.600586
	Iteration 48Q: 3 clusters Score -296376.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -296376.093750 Penalty: 4113.600586
	Iteration 49F: 3 clusters Score -296376.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Entering Unmasked Estep 
Score: -177459.281250 Penalty: 1947.790283
	Iteration 0F: 2 clusters Score -177459.3 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 1303 members 
Entering Unmasked Estep 
Score: -174492.250000 Penalty: 3895.580566
	Iteration 0F: 3 clusters Score -174492.2 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -175154.187500 Penalty: 3895.580566
	Iteration 1F: 3 clusters Score -175154.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -175449.812500 Penalty: 3895.580566
	Iteration 2F: 3 clusters Score -175449.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -175749.734375 Penalty: 3895.580566
	Iteration 3F: 3 clusters Score -175749.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -176070.171875 Penalty: 3895.580566
	Iteration 4F: 3 clusters Score -176070.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -176421.156250 Penalty: 3895.580566
	Iteration 5F: 3 clusters Score -176421.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -176837.328125 Penalty: 3895.580566
	Iteration 6F: 3 clusters Score -176837.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -177174.640625 Penalty: 3895.580566
	Iteration 7F: 3 clusters Score -177174.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -177465.953125 Penalty: 3895.580566
	Iteration 8F: 3 clusters Score -177466 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -177698.031250 Penalty: 3895.580566
	Iteration 9F: 3 clusters Score -177698 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -177887.828125 Penalty: 3895.580566
	Iteration 10F: 3 clusters Score -177887.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -178029.750000 Penalty: 3895.580566
	Iteration 11Q: 3 clusters Score -178029.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -178153.687500 Penalty: 3895.580566
	Iteration 12Q: 3 clusters Score -178153.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -178249.968750 Penalty: 3895.580566
	Iteration 13Q: 3 clusters Score -178250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -178328.046875 Penalty: 3895.580566
	Iteration 14Q: 3 clusters Score -178328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -178389.468750 Penalty: 3895.580566
	Iteration 15Q: 3 clusters Score -178389.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -178431.531250 Penalty: 3895.580566
	Iteration 16Q: 3 clusters Score -178431.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -178455.359375 Penalty: 3895.580566
	Iteration 17Q: 3 clusters Score -178455.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -178462.406250 Penalty: 3895.580566
	Iteration 18Q: 3 clusters Score -178462.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -178466.140625 Penalty: 3895.580566
	Iteration 19Q: 3 clusters Score -178466.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -178466.859375 Penalty: 3895.580566
	Iteration 20F: 3 clusters Score -178466.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 208035 members 
Mstep: Class 3 contains 82612 members 
Mstep: Class 4 contains 11419 members 
Mstep: Class 5 contains 206501 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 80736 members 
Mstep: Class 10 contains 364112 members 
Mstep: Class 11 contains 30956 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 4895 members 
Mstep: Class 14 contains 7370 members 
Mstep: Class 15 contains 7448 members 
Mstep: Class 16 contains 125632 members 
Mstep: Class 17 contains 16741 members 
Mstep: Class 18 contains 28356 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 10755 members 
Mstep: Class 21 contains 3804 members 
Mstep: Class 22 contains 9979 members 
Mstep: Class 23 contains 10867 members 
Mstep: Class 24 contains 754 members 
Mstep: Class 25 contains 12909 members 
Mstep: Class 26 contains 13871 members 
Mstep: Class 27 contains 16021 members 
Mstep: Class 28 contains 4287 members 
Mstep: Class 29 contains 33452 members 
Mstep: Class 30 contains 9531 members 
Mstep: Class 31 contains 2559 members 
Mstep: Class 32 contains 4225 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 26152 members 
Mstep: Class 35 contains 2596 members 
Mstep: Class 36 contains 8984 members 
Mstep: Class 37 contains 3535 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 9996 members 
Mstep: Class 40 contains 3998 members 
Mstep: Class 41 contains 2106 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1631 members 
Mstep: Class 44 contains 470 members 
Entering Unmasked Estep 
Score: -102289688.000000 Penalty: 154550.578125
Splitting cluster 41 changes total score from -102290592.000000 to -102289688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (1947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Entering Unmasked Estep 
Score: -141925.218750 Penalty: 1878.363159
	Iteration 0F: 2 clusters Score -141925.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -139343.171875 Penalty: 3756.726318
	Iteration 0F: 3 clusters Score -139343.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -139737.187500 Penalty: 3756.726318
	Iteration 1F: 3 clusters Score -139737.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -139819.593750 Penalty: 3756.726318
	Iteration 2F: 3 clusters Score -139819.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -139870.968750 Penalty: 3756.726318
	Iteration 3Q: 3 clusters Score -139871 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -139913.453125 Penalty: 3756.726318
	Iteration 4Q: 3 clusters Score -139913.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -139943.343750 Penalty: 3756.726318
	Iteration 5Q: 3 clusters Score -139943.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -139965.750000 Penalty: 3756.726318
	Iteration 6Q: 3 clusters Score -139965.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -139978.890625 Penalty: 3756.726318
	Iteration 7Q: 3 clusters Score -139978.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -139995.531250 Penalty: 3756.726318
	Iteration 8Q: 3 clusters Score -139995.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -140010.500000 Penalty: 3756.726318
	Iteration 9Q: 3 clusters Score -140010.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -140022.875000 Penalty: 3756.726318
	Iteration 10Q: 3 clusters Score -140022.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -140036.125000 Penalty: 3756.726318
	Iteration 11Q: 3 clusters Score -140036.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -140042.953125 Penalty: 3756.726318
	Iteration 12Q: 3 clusters Score -140043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -140048.359375 Penalty: 3756.726318
	Iteration 13Q: 3 clusters Score -140048.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -140055.078125 Penalty: 3756.726318
	Iteration 14Q: 3 clusters Score -140055.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -140057.906250 Penalty: 3756.726318
	Iteration 15Q: 3 clusters Score -140057.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -140061.578125 Penalty: 3756.726318
	Iteration 16Q: 3 clusters Score -140061.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -140064.312500 Penalty: 3756.726318
	Iteration 17Q: 3 clusters Score -140064.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -140065.734375 Penalty: 3756.726318
	Iteration 18Q: 3 clusters Score -140065.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -140068.234375 Penalty: 3756.726318
	Iteration 19Q: 3 clusters Score -140068.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -140069.875000 Penalty: 3756.726318
	Iteration 20F: 3 clusters Score -140069.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -140077.484375 Penalty: 3756.726318
	Iteration 21Q: 3 clusters Score -140077.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -140081.109375 Penalty: 3756.726318
	Iteration 22Q: 3 clusters Score -140081.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -140084.187500 Penalty: 3756.726318
	Iteration 23Q: 3 clusters Score -140084.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -140085.437500 Penalty: 3756.726318
	Iteration 24Q: 3 clusters Score -140085.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -140085.781250 Penalty: 3756.726318
	Iteration 25Q: 3 clusters Score -140085.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -140085.781250 Penalty: 3756.726318
	Iteration 26F: 3 clusters Score -140085.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Entering Unmasked Estep 
Score: -110135.359375 Penalty: 1834.443359
	Iteration 0F: 2 clusters Score -110135.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -107762.890625 Penalty: 3668.886719
	Iteration 0F: 3 clusters Score -107762.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -108219.789062 Penalty: 3668.886719
	Iteration 1F: 3 clusters Score -108219.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -108346.398438 Penalty: 3668.886719
	Iteration 2F: 3 clusters Score -108346.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -108426.125000 Penalty: 3668.886719
	Iteration 3Q: 3 clusters Score -108426.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -108479.671875 Penalty: 3668.886719
	Iteration 4Q: 3 clusters Score -108479.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -108526.140625 Penalty: 3668.886719
	Iteration 5Q: 3 clusters Score -108526.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -108560.085938 Penalty: 3668.886719
	Iteration 6Q: 3 clusters Score -108560.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -108595.054688 Penalty: 3668.886719
	Iteration 7Q: 3 clusters Score -108595.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -108621.859375 Penalty: 3668.886719
	Iteration 8Q: 3 clusters Score -108621.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -108640.320312 Penalty: 3668.886719
	Iteration 9Q: 3 clusters Score -108640.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -108660.671875 Penalty: 3668.886719
	Iteration 10Q: 3 clusters Score -108660.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -108671.085938 Penalty: 3668.886719
	Iteration 11Q: 3 clusters Score -108671.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -108684.789062 Penalty: 3668.886719
	Iteration 12Q: 3 clusters Score -108684.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -108695.953125 Penalty: 3668.886719
	Iteration 13Q: 3 clusters Score -108696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -108707.945312 Penalty: 3668.886719
	Iteration 14Q: 3 clusters Score -108707.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -108713.171875 Penalty: 3668.886719
	Iteration 15Q: 3 clusters Score -108713.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -108720.882812 Penalty: 3668.886719
	Iteration 16Q: 3 clusters Score -108720.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -108726.859375 Penalty: 3668.886719
	Iteration 17Q: 3 clusters Score -108726.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -108729.906250 Penalty: 3668.886719
	Iteration 18Q: 3 clusters Score -108729.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -108734.414062 Penalty: 3668.886719
	Iteration 19Q: 3 clusters Score -108734.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -108736.570312 Penalty: 3668.886719
	Iteration 20F: 3 clusters Score -108736.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -108739.890625 Penalty: 3668.886719
	Iteration 21Q: 3 clusters Score -108739.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -108746.312500 Penalty: 3668.886719
	Iteration 22Q: 3 clusters Score -108746.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -108753.679688 Penalty: 3668.886719
	Iteration 23Q: 3 clusters Score -108753.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -108765.632812 Penalty: 3668.886719
	Iteration 24Q: 3 clusters Score -108765.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -108773.328125 Penalty: 3668.886719
	Iteration 25Q: 3 clusters Score -108773.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -108779.398438 Penalty: 3668.886719
	Iteration 26Q: 3 clusters Score -108779.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -108783.273438 Penalty: 3668.886719
	Iteration 27Q: 3 clusters Score -108783.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -108786.664062 Penalty: 3668.886719
	Iteration 28Q: 3 clusters Score -108786.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -108791.484375 Penalty: 3668.886719
	Iteration 29Q: 3 clusters Score -108791.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -108798.109375 Penalty: 3668.886719
	Iteration 30Q: 3 clusters Score -108798.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -108813.632812 Penalty: 3668.886719
	Iteration 31Q: 3 clusters Score -108813.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -108824.281250 Penalty: 3668.886719
	Iteration 32Q: 3 clusters Score -108824.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -108830.875000 Penalty: 3668.886719
	Iteration 33Q: 3 clusters Score -108830.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -108838.265625 Penalty: 3668.886719
	Iteration 34Q: 3 clusters Score -108838.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -108842.875000 Penalty: 3668.886719
	Iteration 35Q: 3 clusters Score -108842.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -108846.179688 Penalty: 3668.886719
	Iteration 36Q: 3 clusters Score -108846.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -108848.296875 Penalty: 3668.886719
	Iteration 37Q: 3 clusters Score -108848.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -108849.796875 Penalty: 3668.886719
	Iteration 38Q: 3 clusters Score -108849.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -108849.796875 Penalty: 3668.886719
	Iteration 39F: 3 clusters Score -108849.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 208035 members 
Mstep: Class 3 contains 82612 members 
Mstep: Class 4 contains 11419 members 
Mstep: Class 5 contains 206501 members 
Mstep: Class 6 contains 10714 members 
Mstep: Class 7 contains 4339 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 80736 members 
Mstep: Class 10 contains 364112 members 
Mstep: Class 11 contains 30956 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 4895 members 
Mstep: Class 14 contains 7370 members 
Mstep: Class 15 contains 7448 members 
Mstep: Class 16 contains 125632 members 
Mstep: Class 17 contains 16741 members 
Mstep: Class 18 contains 28356 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 10755 members 
Mstep: Class 21 contains 3804 members 
Mstep: Class 22 contains 9979 members 
Mstep: Class 23 contains 10867 members 
Mstep: Class 24 contains 754 members 
Mstep: Class 25 contains 12909 members 
Mstep: Class 26 contains 13871 members 
Mstep: Class 27 contains 16021 members 
Mstep: Class 28 contains 4287 members 
Mstep: Class 29 contains 33452 members 
Mstep: Class 30 contains 9531 members 
Mstep: Class 31 contains 2559 members 
Mstep: Class 32 contains 4225 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 26152 members 
Mstep: Class 35 contains 2596 members 
Mstep: Class 36 contains 8984 members 
Mstep: Class 37 contains 3535 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 9996 members 
Mstep: Class 40 contains 3998 members 
Mstep: Class 41 contains 2576 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102290408.000000 Penalty: 151038.062500
Iteration 119Q: 44 clusters Score -1.022904e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 208022 members 
Mstep: Class 3 contains 82523 members 
Mstep: Class 4 contains 11281 members 
Mstep: Class 5 contains 206545 members 
Mstep: Class 6 contains 10673 members 
Mstep: Class 7 contains 4345 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 80718 members 
Mstep: Class 10 contains 363979 members 
Mstep: Class 11 contains 30982 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 4896 members 
Mstep: Class 14 contains 7349 members 
Mstep: Class 15 contains 7426 members 
Mstep: Class 16 contains 125574 members 
Mstep: Class 17 contains 16933 members 
Mstep: Class 18 contains 28349 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 10745 members 
Mstep: Class 21 contains 3818 members 
Mstep: Class 22 contains 10052 members 
Mstep: Class 23 contains 10877 members 
Mstep: Class 24 contains 754 members 
Mstep: Class 25 contains 12910 members 
Mstep: Class 26 contains 13879 members 
Mstep: Class 27 contains 16026 members 
Mstep: Class 28 contains 4291 members 
Mstep: Class 29 contains 33429 members 
Mstep: Class 30 contains 9535 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 4222 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 26250 members 
Mstep: Class 35 contains 2594 members 
Mstep: Class 36 contains 9003 members 
Mstep: Class 37 contains 3528 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10047 members 
Mstep: Class 40 contains 4026 members 
Mstep: Class 41 contains 2576 members 
Mstep: Class 42 contains 1948 members 
Mstep: Class 43 contains 1629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102290512.000000 Penalty: 151038.062500
Iteration 120F: 44 clusters Score -1.022905e+08 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 208016 members 
Mstep: Class 3 contains 82416 members 
Mstep: Class 4 contains 11147 members 
Mstep: Class 5 contains 206571 members 
Mstep: Class 6 contains 10646 members 
Mstep: Class 7 contains 4307 members 
Mstep: Class 8 contains 1305 members 
Mstep: Class 9 contains 80707 members 
Mstep: Class 10 contains 363844 members 
Mstep: Class 11 contains 31003 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 4896 members 
Mstep: Class 14 contains 7339 members 
Mstep: Class 15 contains 7413 members 
Mstep: Class 16 contains 125515 members 
Mstep: Class 17 contains 17094 members 
Mstep: Class 18 contains 28343 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 10743 members 
Mstep: Class 21 contains 3850 members 
Mstep: Class 22 contains 10127 members 
Mstep: Class 23 contains 10883 members 
Mstep: Class 24 contains 804 members 
Mstep: Class 25 contains 12913 members 
Mstep: Class 26 contains 13876 members 
Mstep: Class 27 contains 16024 members 
Mstep: Class 28 contains 4292 members 
Mstep: Class 29 contains 33387 members 
Mstep: Class 30 contains 9537 members 
Mstep: Class 31 contains 2561 members 
Mstep: Class 32 contains 4208 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 26360 members 
Mstep: Class 35 contains 2593 members 
Mstep: Class 36 contains 9026 members 
Mstep: Class 37 contains 3519 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10143 members 
Mstep: Class 40 contains 4055 members 
Mstep: Class 41 contains 2576 members 
Mstep: Class 42 contains 1949 members 
Mstep: Class 43 contains 1629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102291192.000000 Penalty: 151038.062500
Iteration 121Q: 44 clusters Score -1.022912e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 208010 members 
Mstep: Class 3 contains 82310 members 
Mstep: Class 4 contains 11017 members 
Mstep: Class 5 contains 206575 members 
Mstep: Class 6 contains 10600 members 
Mstep: Class 7 contains 4260 members 
Mstep: Class 8 contains 1306 members 
Mstep: Class 9 contains 80685 members 
Mstep: Class 10 contains 363715 members 
Mstep: Class 11 contains 31025 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 4897 members 
Mstep: Class 14 contains 7326 members 
Mstep: Class 15 contains 7393 members 
Mstep: Class 16 contains 125466 members 
Mstep: Class 17 contains 17277 members 
Mstep: Class 18 contains 28348 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 10737 members 
Mstep: Class 21 contains 3874 members 
Mstep: Class 22 contains 10194 members 
Mstep: Class 23 contains 10888 members 
Mstep: Class 24 contains 861 members 
Mstep: Class 25 contains 12907 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 16025 members 
Mstep: Class 28 contains 4292 members 
Mstep: Class 29 contains 33357 members 
Mstep: Class 30 contains 9538 members 
Mstep: Class 31 contains 2563 members 
Mstep: Class 32 contains 4207 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 26456 members 
Mstep: Class 35 contains 2591 members 
Mstep: Class 36 contains 9042 members 
Mstep: Class 37 contains 3519 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10233 members 
Mstep: Class 40 contains 4100 members 
Mstep: Class 41 contains 2576 members 
Mstep: Class 42 contains 1949 members 
Mstep: Class 43 contains 1629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102292144.000000 Penalty: 151038.062500
Iteration 122Q: 44 clusters Score -1.022921e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 207994 members 
Mstep: Class 3 contains 82231 members 
Mstep: Class 4 contains 10899 members 
Mstep: Class 5 contains 206592 members 
Mstep: Class 6 contains 10581 members 
Mstep: Class 7 contains 4249 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80660 members 
Mstep: Class 10 contains 363562 members 
Mstep: Class 11 contains 31041 members 
Mstep: Class 12 contains 4199 members 
Mstep: Class 13 contains 4897 members 
Mstep: Class 14 contains 7314 members 
Mstep: Class 15 contains 7370 members 
Mstep: Class 16 contains 125415 members 
Mstep: Class 17 contains 17461 members 
Mstep: Class 18 contains 28350 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 10739 members 
Mstep: Class 21 contains 3897 members 
Mstep: Class 22 contains 10231 members 
Mstep: Class 23 contains 10890 members 
Mstep: Class 24 contains 903 members 
Mstep: Class 25 contains 12904 members 
Mstep: Class 26 contains 13870 members 
Mstep: Class 27 contains 16027 members 
Mstep: Class 28 contains 4292 members 
Mstep: Class 29 contains 33327 members 
Mstep: Class 30 contains 9546 members 
Mstep: Class 31 contains 2563 members 
Mstep: Class 32 contains 4205 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 26549 members 
Mstep: Class 35 contains 2591 members 
Mstep: Class 36 contains 9051 members 
Mstep: Class 37 contains 3514 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10300 members 
Mstep: Class 40 contains 4144 members 
Mstep: Class 41 contains 2576 members 
Mstep: Class 42 contains 1949 members 
Mstep: Class 43 contains 1629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102292704.000000 Penalty: 151038.062500
Iteration 123Q: 44 clusters Score -1.022927e+08 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 207985 members 
Mstep: Class 3 contains 82159 members 
Mstep: Class 4 contains 10759 members 
Mstep: Class 5 contains 206602 members 
Mstep: Class 6 contains 10546 members 
Mstep: Class 7 contains 4265 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80632 members 
Mstep: Class 10 contains 363409 members 
Mstep: Class 11 contains 31069 members 
Mstep: Class 12 contains 4217 members 
Mstep: Class 13 contains 4897 members 
Mstep: Class 14 contains 7298 members 
Mstep: Class 15 contains 7341 members 
Mstep: Class 16 contains 125367 members 
Mstep: Class 17 contains 17674 members 
Mstep: Class 18 contains 28347 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 10731 members 
Mstep: Class 21 contains 3921 members 
Mstep: Class 22 contains 10258 members 
Mstep: Class 23 contains 10896 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 12901 members 
Mstep: Class 26 contains 13873 members 
Mstep: Class 27 contains 16030 members 
Mstep: Class 28 contains 4293 members 
Mstep: Class 29 contains 33293 members 
Mstep: Class 30 contains 9546 members 
Mstep: Class 31 contains 2564 members 
Mstep: Class 32 contains 4213 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 26644 members 
Mstep: Class 35 contains 2590 members 
Mstep: Class 36 contains 9062 members 
Mstep: Class 37 contains 3508 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10373 members 
Mstep: Class 40 contains 4187 members 
Mstep: Class 41 contains 2576 members 
Mstep: Class 42 contains 1950 members 
Mstep: Class 43 contains 1629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102293264.000000 Penalty: 151038.062500
Iteration 124Q: 44 clusters Score -1.022933e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 207972 members 
Mstep: Class 3 contains 82103 members 
Mstep: Class 4 contains 10641 members 
Mstep: Class 5 contains 206614 members 
Mstep: Class 6 contains 10521 members 
Mstep: Class 7 contains 4308 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80605 members 
Mstep: Class 10 contains 363273 members 
Mstep: Class 11 contains 31099 members 
Mstep: Class 12 contains 4224 members 
Mstep: Class 13 contains 4900 members 
Mstep: Class 14 contains 7266 members 
Mstep: Class 15 contains 7324 members 
Mstep: Class 16 contains 125308 members 
Mstep: Class 17 contains 17850 members 
Mstep: Class 18 contains 28337 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 10734 members 
Mstep: Class 21 contains 3941 members 
Mstep: Class 22 contains 10280 members 
Mstep: Class 23 contains 10893 members 
Mstep: Class 24 contains 935 members 
Mstep: Class 25 contains 12897 members 
Mstep: Class 26 contains 13877 members 
Mstep: Class 27 contains 16028 members 
Mstep: Class 28 contains 4293 members 
Mstep: Class 29 contains 33255 members 
Mstep: Class 30 contains 9551 members 
Mstep: Class 31 contains 2562 members 
Mstep: Class 32 contains 4224 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 26733 members 
Mstep: Class 35 contains 2593 members 
Mstep: Class 36 contains 9071 members 
Mstep: Class 37 contains 3504 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 10441 members 
Mstep: Class 40 contains 4229 members 
Mstep: Class 41 contains 2576 members 
Mstep: Class 42 contains 1950 members 
Mstep: Class 43 contains 1629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102293440.000000 Penalty: 151038.062500
Iteration 125Q: 44 clusters Score -1.022934e+08 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 207951 members 
Mstep: Class 3 contains 82041 members 
Mstep: Class 4 contains 10510 members 
Mstep: Class 5 contains 206632 members 
Mstep: Class 6 contains 10499 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80582 members 
Mstep: Class 10 contains 363145 members 
Mstep: Class 11 contains 31133 members 
Mstep: Class 12 contains 4231 members 
Mstep: Class 13 contains 4905 members 
Mstep: Class 14 contains 7244 members 
Mstep: Class 15 contains 7309 members 
Mstep: Class 16 contains 125255 members 
Mstep: Class 17 contains 18046 members 
Mstep: Class 18 contains 28331 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10729 members 
Mstep: Class 21 contains 3953 members 
Mstep: Class 22 contains 10306 members 
Mstep: Class 23 contains 10897 members 
Mstep: Class 24 contains 940 members 
Mstep: Class 25 contains 12896 members 
Mstep: Class 26 contains 13869 members 
Mstep: Class 27 contains 16023 members 
Mstep: Class 28 contains 4293 members 
Mstep: Class 29 contains 33230 members 
Mstep: Class 30 contains 9540 members 
Mstep: Class 31 contains 2562 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 26808 members 
Mstep: Class 35 contains 2593 members 
Mstep: Class 36 contains 9083 members 
Mstep: Class 37 contains 3497 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 10488 members 
Mstep: Class 40 contains 4275 members 
Mstep: Class 41 contains 2576 members 
Mstep: Class 42 contains 1950 members 
Mstep: Class 43 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102293880.000000 Penalty: 151038.062500
Iteration 126Q: 44 clusters Score -1.022939e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 207938 members 
Mstep: Class 3 contains 82003 members 
Mstep: Class 4 contains 10359 members 
Mstep: Class 5 contains 206650 members 
Mstep: Class 6 contains 10460 members 
Mstep: Class 7 contains 4383 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80549 members 
Mstep: Class 10 contains 363004 members 
Mstep: Class 11 contains 31163 members 
Mstep: Class 12 contains 4241 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 7228 members 
Mstep: Class 15 contains 7288 members 
Mstep: Class 16 contains 125183 members 
Mstep: Class 17 contains 18241 members 
Mstep: Class 18 contains 28324 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10724 members 
Mstep: Class 21 contains 3968 members 
Mstep: Class 22 contains 10329 members 
Mstep: Class 23 contains 10910 members 
Mstep: Class 24 contains 941 members 
Mstep: Class 25 contains 12894 members 
Mstep: Class 26 contains 13870 members 
Mstep: Class 27 contains 16026 members 
Mstep: Class 28 contains 4294 members 
Mstep: Class 29 contains 33215 members 
Mstep: Class 30 contains 9538 members 
Mstep: Class 31 contains 2561 members 
Mstep: Class 32 contains 4246 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 26888 members 
Mstep: Class 35 contains 2591 members 
Mstep: Class 36 contains 9103 members 
Mstep: Class 37 contains 3500 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 10519 members 
Mstep: Class 40 contains 4337 members 
Mstep: Class 41 contains 2576 members 
Mstep: Class 42 contains 1950 members 
Mstep: Class 43 contains 1631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102293912.000000 Penalty: 151038.062500
Iteration 127Q: 44 clusters Score -1.022939e+08 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 207923 members 
Mstep: Class 3 contains 81925 members 
Mstep: Class 4 contains 10214 members 
Mstep: Class 5 contains 206663 members 
Mstep: Class 6 contains 10424 members 
Mstep: Class 7 contains 4413 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80527 members 
Mstep: Class 10 contains 362892 members 
Mstep: Class 11 contains 31187 members 
Mstep: Class 12 contains 4249 members 
Mstep: Class 13 contains 4914 members 
Mstep: Class 14 contains 7214 members 
Mstep: Class 15 contains 7267 members 
Mstep: Class 16 contains 125136 members 
Mstep: Class 17 contains 18458 members 
Mstep: Class 18 contains 28324 members 
Mstep: Class 19 contains 2647 members 
Mstep: Class 20 contains 10724 members 
Mstep: Class 21 contains 3971 members 
Mstep: Class 22 contains 10355 members 
Mstep: Class 23 contains 10924 members 
Mstep: Class 24 contains 942 members 
Mstep: Class 25 contains 12886 members 
Mstep: Class 26 contains 13868 members 
Mstep: Class 27 contains 16025 members 
Mstep: Class 28 contains 4294 members 
Mstep: Class 29 contains 33197 members 
Mstep: Class 30 contains 9531 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 4254 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 26960 members 
Mstep: Class 35 contains 2594 members 
Mstep: Class 36 contains 9123 members 
Mstep: Class 37 contains 3490 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 10566 members 
Mstep: Class 40 contains 4385 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1950 members 
Mstep: Class 43 contains 1633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102293872.000000 Penalty: 151038.062500
Iteration 128Q: 44 clusters Score -1.022939e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 207912 members 
Mstep: Class 3 contains 81876 members 
Mstep: Class 4 contains 10081 members 
Mstep: Class 5 contains 206671 members 
Mstep: Class 6 contains 10383 members 
Mstep: Class 7 contains 4431 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80503 members 
Mstep: Class 10 contains 362786 members 
Mstep: Class 11 contains 31204 members 
Mstep: Class 12 contains 4251 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 7194 members 
Mstep: Class 15 contains 7243 members 
Mstep: Class 16 contains 125091 members 
Mstep: Class 17 contains 18682 members 
Mstep: Class 18 contains 28320 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10725 members 
Mstep: Class 21 contains 3982 members 
Mstep: Class 22 contains 10380 members 
Mstep: Class 23 contains 10928 members 
Mstep: Class 24 contains 942 members 
Mstep: Class 25 contains 12878 members 
Mstep: Class 26 contains 13871 members 
Mstep: Class 27 contains 16022 members 
Mstep: Class 28 contains 4296 members 
Mstep: Class 29 contains 33179 members 
Mstep: Class 30 contains 9515 members 
Mstep: Class 31 contains 2558 members 
Mstep: Class 32 contains 4263 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 27030 members 
Mstep: Class 35 contains 2591 members 
Mstep: Class 36 contains 9146 members 
Mstep: Class 37 contains 3484 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 10599 members 
Mstep: Class 40 contains 4436 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1951 members 
Mstep: Class 43 contains 1635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102294144.000000 Penalty: 151038.062500
Iteration 129Q: 44 clusters Score -1.022941e+08 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 207899 members 
Mstep: Class 3 contains 81833 members 
Mstep: Class 4 contains 9941 members 
Mstep: Class 5 contains 206671 members 
Mstep: Class 6 contains 10333 members 
Mstep: Class 7 contains 4460 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80487 members 
Mstep: Class 10 contains 362685 members 
Mstep: Class 11 contains 31233 members 
Mstep: Class 12 contains 4255 members 
Mstep: Class 13 contains 4925 members 
Mstep: Class 14 contains 7174 members 
Mstep: Class 15 contains 7223 members 
Mstep: Class 16 contains 125035 members 
Mstep: Class 17 contains 18888 members 
Mstep: Class 18 contains 28317 members 
Mstep: Class 19 contains 2651 members 
Mstep: Class 20 contains 10723 members 
Mstep: Class 21 contains 3987 members 
Mstep: Class 22 contains 10402 members 
Mstep: Class 23 contains 10937 members 
Mstep: Class 24 contains 942 members 
Mstep: Class 25 contains 12873 members 
Mstep: Class 26 contains 13868 members 
Mstep: Class 27 contains 16026 members 
Mstep: Class 28 contains 4296 members 
Mstep: Class 29 contains 33153 members 
Mstep: Class 30 contains 9514 members 
Mstep: Class 31 contains 2556 members 
Mstep: Class 32 contains 4269 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 27091 members 
Mstep: Class 35 contains 2591 members 
Mstep: Class 36 contains 9173 members 
Mstep: Class 37 contains 3473 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 10651 members 
Mstep: Class 40 contains 4485 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1951 members 
Mstep: Class 43 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102293944.000000 Penalty: 151038.062500
Iteration 130Q: 44 clusters Score -1.022939e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 207893 members 
Mstep: Class 3 contains 81792 members 
Mstep: Class 4 contains 9813 members 
Mstep: Class 5 contains 206661 members 
Mstep: Class 6 contains 10300 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 1309 members 
Mstep: Class 9 contains 80466 members 
Mstep: Class 10 contains 362580 members 
Mstep: Class 11 contains 31254 members 
Mstep: Class 12 contains 4266 members 
Mstep: Class 13 contains 4928 members 
Mstep: Class 14 contains 7167 members 
Mstep: Class 15 contains 7203 members 
Mstep: Class 16 contains 124968 members 
Mstep: Class 17 contains 19111 members 
Mstep: Class 18 contains 28320 members 
Mstep: Class 19 contains 2651 members 
Mstep: Class 20 contains 10718 members 
Mstep: Class 21 contains 3988 members 
Mstep: Class 22 contains 10427 members 
Mstep: Class 23 contains 10941 members 
Mstep: Class 24 contains 943 members 
Mstep: Class 25 contains 12867 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 16031 members 
Mstep: Class 28 contains 4299 members 
Mstep: Class 29 contains 33133 members 
Mstep: Class 30 contains 9501 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 4282 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 27145 members 
Mstep: Class 35 contains 2591 members 
Mstep: Class 36 contains 9191 members 
Mstep: Class 37 contains 3468 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 10690 members 
Mstep: Class 40 contains 4530 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1951 members 
Mstep: Class 43 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102294224.000000 Penalty: 151038.062500
Iteration 131Q: 44 clusters Score -1.022942e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 207882 members 
Mstep: Class 3 contains 81755 members 
Mstep: Class 4 contains 9708 members 
Mstep: Class 5 contains 206651 members 
Mstep: Class 6 contains 10239 members 
Mstep: Class 7 contains 4490 members 
Mstep: Class 8 contains 1309 members 
Mstep: Class 9 contains 80458 members 
Mstep: Class 10 contains 362496 members 
Mstep: Class 11 contains 31268 members 
Mstep: Class 12 contains 4269 members 
Mstep: Class 13 contains 4931 members 
Mstep: Class 14 contains 7163 members 
Mstep: Class 15 contains 7184 members 
Mstep: Class 16 contains 124909 members 
Mstep: Class 17 contains 19338 members 
Mstep: Class 18 contains 28320 members 
Mstep: Class 19 contains 2651 members 
Mstep: Class 20 contains 10717 members 
Mstep: Class 21 contains 3986 members 
Mstep: Class 22 contains 10457 members 
Mstep: Class 23 contains 10946 members 
Mstep: Class 24 contains 944 members 
Mstep: Class 25 contains 12862 members 
Mstep: Class 26 contains 13882 members 
Mstep: Class 27 contains 16038 members 
Mstep: Class 28 contains 4301 members 
Mstep: Class 29 contains 33118 members 
Mstep: Class 30 contains 9476 members 
Mstep: Class 31 contains 2552 members 
Mstep: Class 32 contains 4295 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 27194 members 
Mstep: Class 35 contains 2586 members 
Mstep: Class 36 contains 9204 members 
Mstep: Class 37 contains 3461 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 10712 members 
Mstep: Class 40 contains 4575 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1951 members 
Mstep: Class 43 contains 1636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102294392.000000 Penalty: 151038.062500
Iteration 132Q: 44 clusters Score -1.022944e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 207875 members 
Mstep: Class 3 contains 81711 members 
Mstep: Class 4 contains 9618 members 
Mstep: Class 5 contains 206649 members 
Mstep: Class 6 contains 10181 members 
Mstep: Class 7 contains 4500 members 
Mstep: Class 8 contains 1309 members 
Mstep: Class 9 contains 80453 members 
Mstep: Class 10 contains 362426 members 
Mstep: Class 11 contains 31290 members 
Mstep: Class 12 contains 4278 members 
Mstep: Class 13 contains 4933 members 
Mstep: Class 14 contains 7160 members 
Mstep: Class 15 contains 7164 members 
Mstep: Class 16 contains 124852 members 
Mstep: Class 17 contains 19536 members 
Mstep: Class 18 contains 28322 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 10714 members 
Mstep: Class 21 contains 3987 members 
Mstep: Class 22 contains 10480 members 
Mstep: Class 23 contains 10947 members 
Mstep: Class 24 contains 944 members 
Mstep: Class 25 contains 12859 members 
Mstep: Class 26 contains 13885 members 
Mstep: Class 27 contains 16038 members 
Mstep: Class 28 contains 4301 members 
Mstep: Class 29 contains 33105 members 
Mstep: Class 30 contains 9462 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 4309 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 27245 members 
Mstep: Class 35 contains 2583 members 
Mstep: Class 36 contains 9213 members 
Mstep: Class 37 contains 3453 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 10733 members 
Mstep: Class 40 contains 4612 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1951 members 
Mstep: Class 43 contains 1636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102294456.000000 Penalty: 151038.062500
Iteration 133Q: 44 clusters Score -1.022945e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 207874 members 
Mstep: Class 3 contains 81678 members 
Mstep: Class 4 contains 9529 members 
Mstep: Class 5 contains 206655 members 
Mstep: Class 6 contains 10139 members 
Mstep: Class 7 contains 4498 members 
Mstep: Class 8 contains 1311 members 
Mstep: Class 9 contains 80451 members 
Mstep: Class 10 contains 362338 members 
Mstep: Class 11 contains 31302 members 
Mstep: Class 12 contains 4286 members 
Mstep: Class 13 contains 4933 members 
Mstep: Class 14 contains 7157 members 
Mstep: Class 15 contains 7155 members 
Mstep: Class 16 contains 124804 members 
Mstep: Class 17 contains 19723 members 
Mstep: Class 18 contains 28326 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 10714 members 
Mstep: Class 21 contains 3986 members 
Mstep: Class 22 contains 10499 members 
Mstep: Class 23 contains 10947 members 
Mstep: Class 24 contains 944 members 
Mstep: Class 25 contains 12855 members 
Mstep: Class 26 contains 13892 members 
Mstep: Class 27 contains 16038 members 
Mstep: Class 28 contains 4301 members 
Mstep: Class 29 contains 33089 members 
Mstep: Class 30 contains 9451 members 
Mstep: Class 31 contains 2552 members 
Mstep: Class 32 contains 4327 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 27289 members 
Mstep: Class 35 contains 2583 members 
Mstep: Class 36 contains 9229 members 
Mstep: Class 37 contains 3443 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 10752 members 
Mstep: Class 40 contains 4635 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1951 members 
Mstep: Class 43 contains 1636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102294496.000000 Penalty: 151038.062500
Iteration 134Q: 44 clusters Score -1.022945e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 207869 members 
Mstep: Class 3 contains 81654 members 
Mstep: Class 4 contains 9444 members 
Mstep: Class 5 contains 206666 members 
Mstep: Class 6 contains 10065 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 1310 members 
Mstep: Class 9 contains 80444 members 
Mstep: Class 10 contains 362251 members 
Mstep: Class 11 contains 31310 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 4934 members 
Mstep: Class 14 contains 7151 members 
Mstep: Class 15 contains 7144 members 
Mstep: Class 16 contains 124762 members 
Mstep: Class 17 contains 19904 members 
Mstep: Class 18 contains 28326 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 10709 members 
Mstep: Class 21 contains 3986 members 
Mstep: Class 22 contains 10517 members 
Mstep: Class 23 contains 10948 members 
Mstep: Class 24 contains 946 members 
Mstep: Class 25 contains 12852 members 
Mstep: Class 26 contains 13894 members 
Mstep: Class 27 contains 16041 members 
Mstep: Class 28 contains 4302 members 
Mstep: Class 29 contains 33088 members 
Mstep: Class 30 contains 9445 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 4356 members 
Mstep: Class 33 contains 1866 members 
Mstep: Class 34 contains 27335 members 
Mstep: Class 35 contains 2583 members 
Mstep: Class 36 contains 9234 members 
Mstep: Class 37 contains 3439 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10772 members 
Mstep: Class 40 contains 4671 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1951 members 
Mstep: Class 43 contains 1636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102294448.000000 Penalty: 151038.062500
Iteration 135Q: 44 clusters Score -1.022944e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 207872 members 
Mstep: Class 3 contains 81634 members 
Mstep: Class 4 contains 9361 members 
Mstep: Class 5 contains 206667 members 
Mstep: Class 6 contains 10011 members 
Mstep: Class 7 contains 4452 members 
Mstep: Class 8 contains 1311 members 
Mstep: Class 9 contains 80432 members 
Mstep: Class 10 contains 362173 members 
Mstep: Class 11 contains 31325 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 13 contains 4934 members 
Mstep: Class 14 contains 7149 members 
Mstep: Class 15 contains 7130 members 
Mstep: Class 16 contains 124724 members 
Mstep: Class 17 contains 20065 members 
Mstep: Class 18 contains 28324 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 10705 members 
Mstep: Class 21 contains 3986 members 
Mstep: Class 22 contains 10531 members 
Mstep: Class 23 contains 10951 members 
Mstep: Class 24 contains 947 members 
Mstep: Class 25 contains 12848 members 
Mstep: Class 26 contains 13904 members 
Mstep: Class 27 contains 16041 members 
Mstep: Class 28 contains 4303 members 
Mstep: Class 29 contains 33077 members 
Mstep: Class 30 contains 9435 members 
Mstep: Class 31 contains 2556 members 
Mstep: Class 32 contains 4407 members 
Mstep: Class 33 contains 1866 members 
Mstep: Class 34 contains 27382 members 
Mstep: Class 35 contains 2583 members 
Mstep: Class 36 contains 9242 members 
Mstep: Class 37 contains 3433 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10791 members 
Mstep: Class 40 contains 4698 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1950 members 
Mstep: Class 43 contains 1635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102294808.000000 Penalty: 151038.062500
Iteration 136Q: 44 clusters Score -1.022948e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 207872 members 
Mstep: Class 3 contains 81598 members 
Mstep: Class 4 contains 9274 members 
Mstep: Class 5 contains 206669 members 
Mstep: Class 6 contains 9948 members 
Mstep: Class 7 contains 4403 members 
Mstep: Class 8 contains 1311 members 
Mstep: Class 9 contains 80432 members 
Mstep: Class 10 contains 362110 members 
Mstep: Class 11 contains 31338 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 4935 members 
Mstep: Class 14 contains 7154 members 
Mstep: Class 15 contains 7118 members 
Mstep: Class 16 contains 124687 members 
Mstep: Class 17 contains 20193 members 
Mstep: Class 18 contains 28325 members 
Mstep: Class 19 contains 2647 members 
Mstep: Class 20 contains 10696 members 
Mstep: Class 21 contains 3987 members 
Mstep: Class 22 contains 10547 members 
Mstep: Class 23 contains 10947 members 
Mstep: Class 24 contains 943 members 
Mstep: Class 25 contains 12843 members 
Mstep: Class 26 contains 13914 members 
Mstep: Class 27 contains 16040 members 
Mstep: Class 28 contains 4303 members 
Mstep: Class 29 contains 33079 members 
Mstep: Class 30 contains 9436 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 4501 members 
Mstep: Class 33 contains 1866 members 
Mstep: Class 34 contains 27424 members 
Mstep: Class 35 contains 2582 members 
Mstep: Class 36 contains 9252 members 
Mstep: Class 37 contains 3425 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10812 members 
Mstep: Class 40 contains 4728 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1950 members 
Mstep: Class 43 contains 1636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102294920.000000 Penalty: 151038.062500
Iteration 137Q: 44 clusters Score -1.022949e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 207881 members 
Mstep: Class 3 contains 81567 members 
Mstep: Class 4 contains 9183 members 
Mstep: Class 5 contains 206675 members 
Mstep: Class 6 contains 9907 members 
Mstep: Class 7 contains 4402 members 
Mstep: Class 8 contains 1311 members 
Mstep: Class 9 contains 80427 members 
Mstep: Class 10 contains 362018 members 
Mstep: Class 11 contains 31352 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 13 contains 4935 members 
Mstep: Class 14 contains 7155 members 
Mstep: Class 15 contains 7109 members 
Mstep: Class 16 contains 124658 members 
Mstep: Class 17 contains 20370 members 
Mstep: Class 18 contains 28329 members 
Mstep: Class 19 contains 2647 members 
Mstep: Class 20 contains 10683 members 
Mstep: Class 21 contains 3984 members 
Mstep: Class 22 contains 10551 members 
Mstep: Class 23 contains 10940 members 
Mstep: Class 24 contains 943 members 
Mstep: Class 25 contains 12841 members 
Mstep: Class 26 contains 13921 members 
Mstep: Class 27 contains 16041 members 
Mstep: Class 28 contains 4305 members 
Mstep: Class 29 contains 33066 members 
Mstep: Class 30 contains 9428 members 
Mstep: Class 31 contains 2564 members 
Mstep: Class 32 contains 4564 members 
Mstep: Class 33 contains 1866 members 
Mstep: Class 34 contains 27467 members 
Mstep: Class 35 contains 2582 members 
Mstep: Class 36 contains 9257 members 
Mstep: Class 37 contains 3419 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10806 members 
Mstep: Class 40 contains 4761 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1950 members 
Mstep: Class 43 contains 1636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295264.000000 Penalty: 151038.062500
Iteration 138Q: 44 clusters Score -1.022953e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 207879 members 
Mstep: Class 3 contains 81534 members 
Mstep: Class 4 contains 9109 members 
Mstep: Class 5 contains 206659 members 
Mstep: Class 6 contains 9865 members 
Mstep: Class 7 contains 4418 members 
Mstep: Class 8 contains 1310 members 
Mstep: Class 9 contains 80422 members 
Mstep: Class 10 contains 361908 members 
Mstep: Class 11 contains 31375 members 
Mstep: Class 12 contains 4335 members 
Mstep: Class 13 contains 4935 members 
Mstep: Class 14 contains 7156 members 
Mstep: Class 15 contains 7096 members 
Mstep: Class 16 contains 124644 members 
Mstep: Class 17 contains 20521 members 
Mstep: Class 18 contains 28333 members 
Mstep: Class 19 contains 2647 members 
Mstep: Class 20 contains 10675 members 
Mstep: Class 21 contains 3973 members 
Mstep: Class 22 contains 10563 members 
Mstep: Class 23 contains 10930 members 
Mstep: Class 24 contains 943 members 
Mstep: Class 25 contains 12842 members 
Mstep: Class 26 contains 13924 members 
Mstep: Class 27 contains 16043 members 
Mstep: Class 28 contains 4307 members 
Mstep: Class 29 contains 33069 members 
Mstep: Class 30 contains 9424 members 
Mstep: Class 31 contains 2565 members 
Mstep: Class 32 contains 4600 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 27511 members 
Mstep: Class 35 contains 2582 members 
Mstep: Class 36 contains 9262 members 
Mstep: Class 37 contains 3417 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10802 members 
Mstep: Class 40 contains 4801 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1951 members 
Mstep: Class 43 contains 1635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295248.000000 Penalty: 151038.062500
Iteration 139Q: 44 clusters Score -1.022952e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 207879 members 
Mstep: Class 3 contains 81500 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 206652 members 
Mstep: Class 6 contains 9815 members 
Mstep: Class 7 contains 4433 members 
Mstep: Class 8 contains 1309 members 
Mstep: Class 9 contains 80423 members 
Mstep: Class 10 contains 361815 members 
Mstep: Class 11 contains 31403 members 
Mstep: Class 12 contains 4347 members 
Mstep: Class 13 contains 4936 members 
Mstep: Class 14 contains 7155 members 
Mstep: Class 15 contains 7079 members 
Mstep: Class 16 contains 124627 members 
Mstep: Class 17 contains 20646 members 
Mstep: Class 18 contains 28335 members 
Mstep: Class 19 contains 2647 members 
Mstep: Class 20 contains 10672 members 
Mstep: Class 21 contains 3975 members 
Mstep: Class 22 contains 10577 members 
Mstep: Class 23 contains 10927 members 
Mstep: Class 24 contains 944 members 
Mstep: Class 25 contains 12841 members 
Mstep: Class 26 contains 13928 members 
Mstep: Class 27 contains 16046 members 
Mstep: Class 28 contains 4307 members 
Mstep: Class 29 contains 33062 members 
Mstep: Class 30 contains 9422 members 
Mstep: Class 31 contains 2569 members 
Mstep: Class 32 contains 4618 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 27554 members 
Mstep: Class 35 contains 2582 members 
Mstep: Class 36 contains 9264 members 
Mstep: Class 37 contains 3411 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10796 members 
Mstep: Class 40 contains 4849 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1951 members 
Mstep: Class 43 contains 1635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295232.000000 Penalty: 151038.062500
Iteration 140F: 44 clusters Score -1.022952e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 207881 members 
Mstep: Class 3 contains 81481 members 
Mstep: Class 4 contains 8964 members 
Mstep: Class 5 contains 206656 members 
Mstep: Class 6 contains 9768 members 
Mstep: Class 7 contains 4454 members 
Mstep: Class 8 contains 1309 members 
Mstep: Class 9 contains 80415 members 
Mstep: Class 10 contains 361717 members 
Mstep: Class 11 contains 31422 members 
Mstep: Class 12 contains 4353 members 
Mstep: Class 13 contains 4936 members 
Mstep: Class 14 contains 7154 members 
Mstep: Class 15 contains 7060 members 
Mstep: Class 16 contains 124596 members 
Mstep: Class 17 contains 20778 members 
Mstep: Class 18 contains 28336 members 
Mstep: Class 19 contains 2647 members 
Mstep: Class 20 contains 10669 members 
Mstep: Class 21 contains 3974 members 
Mstep: Class 22 contains 10589 members 
Mstep: Class 23 contains 10924 members 
Mstep: Class 24 contains 945 members 
Mstep: Class 25 contains 12840 members 
Mstep: Class 26 contains 13937 members 
Mstep: Class 27 contains 16046 members 
Mstep: Class 28 contains 4308 members 
Mstep: Class 29 contains 33054 members 
Mstep: Class 30 contains 9418 members 
Mstep: Class 31 contains 2570 members 
Mstep: Class 32 contains 4645 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 27594 members 
Mstep: Class 35 contains 2582 members 
Mstep: Class 36 contains 9273 members 
Mstep: Class 37 contains 3410 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10792 members 
Mstep: Class 40 contains 4884 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1951 members 
Mstep: Class 43 contains 1635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295288.000000 Penalty: 151038.062500
Iteration 141Q: 44 clusters Score -1.022953e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 207881 members 
Mstep: Class 3 contains 81480 members 
Mstep: Class 4 contains 8894 members 
Mstep: Class 5 contains 206660 members 
Mstep: Class 6 contains 9730 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80408 members 
Mstep: Class 10 contains 361630 members 
Mstep: Class 11 contains 31453 members 
Mstep: Class 12 contains 4357 members 
Mstep: Class 13 contains 4936 members 
Mstep: Class 14 contains 7152 members 
Mstep: Class 15 contains 7048 members 
Mstep: Class 16 contains 124586 members 
Mstep: Class 17 contains 20886 members 
Mstep: Class 18 contains 28337 members 
Mstep: Class 19 contains 2647 members 
Mstep: Class 20 contains 10665 members 
Mstep: Class 21 contains 3961 members 
Mstep: Class 22 contains 10596 members 
Mstep: Class 23 contains 10918 members 
Mstep: Class 24 contains 945 members 
Mstep: Class 25 contains 12839 members 
Mstep: Class 26 contains 13941 members 
Mstep: Class 27 contains 16048 members 
Mstep: Class 28 contains 4308 members 
Mstep: Class 29 contains 33043 members 
Mstep: Class 30 contains 9419 members 
Mstep: Class 31 contains 2568 members 
Mstep: Class 32 contains 4675 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 27632 members 
Mstep: Class 35 contains 2582 members 
Mstep: Class 36 contains 9278 members 
Mstep: Class 37 contains 3409 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10785 members 
Mstep: Class 40 contains 4908 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1951 members 
Mstep: Class 43 contains 1635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295272.000000 Penalty: 151038.062500
Iteration 142Q: 44 clusters Score -1.022953e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 207878 members 
Mstep: Class 3 contains 81456 members 
Mstep: Class 4 contains 8825 members 
Mstep: Class 5 contains 206692 members 
Mstep: Class 6 contains 9697 members 
Mstep: Class 7 contains 4476 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80386 members 
Mstep: Class 10 contains 361550 members 
Mstep: Class 11 contains 31479 members 
Mstep: Class 12 contains 4362 members 
Mstep: Class 13 contains 4936 members 
Mstep: Class 14 contains 7150 members 
Mstep: Class 15 contains 7039 members 
Mstep: Class 16 contains 124575 members 
Mstep: Class 17 contains 21007 members 
Mstep: Class 18 contains 28340 members 
Mstep: Class 19 contains 2647 members 
Mstep: Class 20 contains 10661 members 
Mstep: Class 21 contains 3950 members 
Mstep: Class 22 contains 10609 members 
Mstep: Class 23 contains 10915 members 
Mstep: Class 24 contains 945 members 
Mstep: Class 25 contains 12838 members 
Mstep: Class 26 contains 13940 members 
Mstep: Class 27 contains 16046 members 
Mstep: Class 28 contains 4308 members 
Mstep: Class 29 contains 33032 members 
Mstep: Class 30 contains 9411 members 
Mstep: Class 31 contains 2568 members 
Mstep: Class 32 contains 4708 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 27659 members 
Mstep: Class 35 contains 2582 members 
Mstep: Class 36 contains 9285 members 
Mstep: Class 37 contains 3406 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10778 members 
Mstep: Class 40 contains 4936 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1951 members 
Mstep: Class 43 contains 1635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295456.000000 Penalty: 151038.062500
Iteration 143Q: 44 clusters Score -1.022955e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 207870 members 
Mstep: Class 3 contains 81421 members 
Mstep: Class 4 contains 8779 members 
Mstep: Class 5 contains 206718 members 
Mstep: Class 6 contains 9677 members 
Mstep: Class 7 contains 4482 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80378 members 
Mstep: Class 10 contains 361435 members 
Mstep: Class 11 contains 31508 members 
Mstep: Class 12 contains 4366 members 
Mstep: Class 13 contains 4937 members 
Mstep: Class 14 contains 7148 members 
Mstep: Class 15 contains 7026 members 
Mstep: Class 16 contains 124565 members 
Mstep: Class 17 contains 21122 members 
Mstep: Class 18 contains 28347 members 
Mstep: Class 19 contains 2646 members 
Mstep: Class 20 contains 10659 members 
Mstep: Class 21 contains 3946 members 
Mstep: Class 22 contains 10623 members 
Mstep: Class 23 contains 10911 members 
Mstep: Class 24 contains 946 members 
Mstep: Class 25 contains 12838 members 
Mstep: Class 26 contains 13930 members 
Mstep: Class 27 contains 16048 members 
Mstep: Class 28 contains 4307 members 
Mstep: Class 29 contains 33013 members 
Mstep: Class 30 contains 9410 members 
Mstep: Class 31 contains 2568 members 
Mstep: Class 32 contains 4736 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 27697 members 
Mstep: Class 35 contains 2584 members 
Mstep: Class 36 contains 9294 members 
Mstep: Class 37 contains 3397 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10766 members 
Mstep: Class 40 contains 4968 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1951 members 
Mstep: Class 43 contains 1635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295576.000000 Penalty: 151038.062500
Iteration 144Q: 44 clusters Score -1.022956e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 207860 members 
Mstep: Class 3 contains 81381 members 
Mstep: Class 4 contains 8734 members 
Mstep: Class 5 contains 206741 members 
Mstep: Class 6 contains 9656 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80374 members 
Mstep: Class 10 contains 361348 members 
Mstep: Class 11 contains 31536 members 
Mstep: Class 12 contains 4367 members 
Mstep: Class 13 contains 4937 members 
Mstep: Class 14 contains 7143 members 
Mstep: Class 15 contains 7014 members 
Mstep: Class 16 contains 124558 members 
Mstep: Class 17 contains 21212 members 
Mstep: Class 18 contains 28348 members 
Mstep: Class 19 contains 2647 members 
Mstep: Class 20 contains 10655 members 
Mstep: Class 21 contains 3939 members 
Mstep: Class 22 contains 10636 members 
Mstep: Class 23 contains 10907 members 
Mstep: Class 24 contains 947 members 
Mstep: Class 25 contains 12837 members 
Mstep: Class 26 contains 13928 members 
Mstep: Class 27 contains 16050 members 
Mstep: Class 28 contains 4306 members 
Mstep: Class 29 contains 33000 members 
Mstep: Class 30 contains 9406 members 
Mstep: Class 31 contains 2567 members 
Mstep: Class 32 contains 4771 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 27730 members 
Mstep: Class 35 contains 2584 members 
Mstep: Class 36 contains 9306 members 
Mstep: Class 37 contains 3394 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10768 members 
Mstep: Class 40 contains 4993 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1951 members 
Mstep: Class 43 contains 1635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295400.000000 Penalty: 151038.062500
Iteration 145Q: 44 clusters Score -1.022954e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 207858 members 
Mstep: Class 3 contains 81347 members 
Mstep: Class 4 contains 8696 members 
Mstep: Class 5 contains 206753 members 
Mstep: Class 6 contains 9643 members 
Mstep: Class 7 contains 4474 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80374 members 
Mstep: Class 10 contains 361251 members 
Mstep: Class 11 contains 31561 members 
Mstep: Class 12 contains 4376 members 
Mstep: Class 13 contains 4937 members 
Mstep: Class 14 contains 7139 members 
Mstep: Class 15 contains 7003 members 
Mstep: Class 16 contains 124560 members 
Mstep: Class 17 contains 21296 members 
Mstep: Class 18 contains 28353 members 
Mstep: Class 19 contains 2647 members 
Mstep: Class 20 contains 10649 members 
Mstep: Class 21 contains 3935 members 
Mstep: Class 22 contains 10644 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 947 members 
Mstep: Class 25 contains 12833 members 
Mstep: Class 26 contains 13918 members 
Mstep: Class 27 contains 16053 members 
Mstep: Class 28 contains 4306 members 
Mstep: Class 29 contains 32994 members 
Mstep: Class 30 contains 9397 members 
Mstep: Class 31 contains 2568 members 
Mstep: Class 32 contains 4794 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 27772 members 
Mstep: Class 35 contains 2585 members 
Mstep: Class 36 contains 9313 members 
Mstep: Class 37 contains 3390 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10767 members 
Mstep: Class 40 contains 5022 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1951 members 
Mstep: Class 43 contains 1635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295544.000000 Penalty: 151038.062500
Iteration 146Q: 44 clusters Score -1.022955e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 207848 members 
Mstep: Class 3 contains 81297 members 
Mstep: Class 4 contains 8656 members 
Mstep: Class 5 contains 206778 members 
Mstep: Class 6 contains 9630 members 
Mstep: Class 7 contains 4473 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80368 members 
Mstep: Class 10 contains 361136 members 
Mstep: Class 11 contains 31588 members 
Mstep: Class 12 contains 4378 members 
Mstep: Class 13 contains 4937 members 
Mstep: Class 14 contains 7143 members 
Mstep: Class 15 contains 6995 members 
Mstep: Class 16 contains 124554 members 
Mstep: Class 17 contains 21397 members 
Mstep: Class 18 contains 28358 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 3927 members 
Mstep: Class 22 contains 10656 members 
Mstep: Class 23 contains 10901 members 
Mstep: Class 24 contains 947 members 
Mstep: Class 25 contains 12832 members 
Mstep: Class 26 contains 13909 members 
Mstep: Class 27 contains 16058 members 
Mstep: Class 28 contains 4309 members 
Mstep: Class 29 contains 32992 members 
Mstep: Class 30 contains 9390 members 
Mstep: Class 31 contains 2568 members 
Mstep: Class 32 contains 4827 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 27810 members 
Mstep: Class 35 contains 2587 members 
Mstep: Class 36 contains 9319 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10766 members 
Mstep: Class 40 contains 5050 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1951 members 
Mstep: Class 43 contains 1635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295552.000000 Penalty: 151038.062500
Iteration 147Q: 44 clusters Score -1.022956e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 207845 members 
Mstep: Class 3 contains 81242 members 
Mstep: Class 4 contains 8610 members 
Mstep: Class 5 contains 206803 members 
Mstep: Class 6 contains 9613 members 
Mstep: Class 7 contains 4480 members 
Mstep: Class 8 contains 1309 members 
Mstep: Class 9 contains 80371 members 
Mstep: Class 10 contains 361020 members 
Mstep: Class 11 contains 31630 members 
Mstep: Class 12 contains 4382 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 7143 members 
Mstep: Class 15 contains 6987 members 
Mstep: Class 16 contains 124553 members 
Mstep: Class 17 contains 21508 members 
Mstep: Class 18 contains 28357 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10632 members 
Mstep: Class 21 contains 3926 members 
Mstep: Class 22 contains 10665 members 
Mstep: Class 23 contains 10893 members 
Mstep: Class 24 contains 947 members 
Mstep: Class 25 contains 12836 members 
Mstep: Class 26 contains 13896 members 
Mstep: Class 27 contains 16061 members 
Mstep: Class 28 contains 4313 members 
Mstep: Class 29 contains 32988 members 
Mstep: Class 30 contains 9379 members 
Mstep: Class 31 contains 2567 members 
Mstep: Class 32 contains 4858 members 
Mstep: Class 33 contains 1866 members 
Mstep: Class 34 contains 27850 members 
Mstep: Class 35 contains 2586 members 
Mstep: Class 36 contains 9314 members 
Mstep: Class 37 contains 3387 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10756 members 
Mstep: Class 40 contains 5074 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1952 members 
Mstep: Class 43 contains 1636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295776.000000 Penalty: 151038.062500
Iteration 148Q: 44 clusters Score -1.022958e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 207839 members 
Mstep: Class 3 contains 81178 members 
Mstep: Class 4 contains 8552 members 
Mstep: Class 5 contains 206824 members 
Mstep: Class 6 contains 9607 members 
Mstep: Class 7 contains 4483 members 
Mstep: Class 8 contains 1311 members 
Mstep: Class 9 contains 80358 members 
Mstep: Class 10 contains 360938 members 
Mstep: Class 11 contains 31666 members 
Mstep: Class 12 contains 4388 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 7139 members 
Mstep: Class 15 contains 6978 members 
Mstep: Class 16 contains 124547 members 
Mstep: Class 17 contains 21603 members 
Mstep: Class 18 contains 28362 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 10624 members 
Mstep: Class 21 contains 3921 members 
Mstep: Class 22 contains 10678 members 
Mstep: Class 23 contains 10899 members 
Mstep: Class 24 contains 946 members 
Mstep: Class 25 contains 12835 members 
Mstep: Class 26 contains 13886 members 
Mstep: Class 27 contains 16061 members 
Mstep: Class 28 contains 4313 members 
Mstep: Class 29 contains 32995 members 
Mstep: Class 30 contains 9377 members 
Mstep: Class 31 contains 2570 members 
Mstep: Class 32 contains 4884 members 
Mstep: Class 33 contains 1866 members 
Mstep: Class 34 contains 27873 members 
Mstep: Class 35 contains 2583 members 
Mstep: Class 36 contains 9319 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10750 members 
Mstep: Class 40 contains 5107 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1951 members 
Mstep: Class 43 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295800.000000 Penalty: 151038.062500
Iteration 149Q: 44 clusters Score -1.022958e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 207833 members 
Mstep: Class 3 contains 81112 members 
Mstep: Class 4 contains 8505 members 
Mstep: Class 5 contains 206835 members 
Mstep: Class 6 contains 9607 members 
Mstep: Class 7 contains 4483 members 
Mstep: Class 8 contains 1310 members 
Mstep: Class 9 contains 80342 members 
Mstep: Class 10 contains 360858 members 
Mstep: Class 11 contains 31715 members 
Mstep: Class 12 contains 4391 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 7140 members 
Mstep: Class 15 contains 6972 members 
Mstep: Class 16 contains 124539 members 
Mstep: Class 17 contains 21714 members 
Mstep: Class 18 contains 28363 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 10625 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 10690 members 
Mstep: Class 23 contains 10896 members 
Mstep: Class 24 contains 946 members 
Mstep: Class 25 contains 12836 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 16061 members 
Mstep: Class 28 contains 4313 members 
Mstep: Class 29 contains 32989 members 
Mstep: Class 30 contains 9370 members 
Mstep: Class 31 contains 2570 members 
Mstep: Class 32 contains 4904 members 
Mstep: Class 33 contains 1866 members 
Mstep: Class 34 contains 27894 members 
Mstep: Class 35 contains 2582 members 
Mstep: Class 36 contains 9323 members 
Mstep: Class 37 contains 3381 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10749 members 
Mstep: Class 40 contains 5141 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1949 members 
Mstep: Class 43 contains 1640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295960.000000 Penalty: 151038.062500
Iteration 150Q: 44 clusters Score -1.02296e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 207834 members 
Mstep: Class 3 contains 81028 members 
Mstep: Class 4 contains 8464 members 
Mstep: Class 5 contains 206838 members 
Mstep: Class 6 contains 9593 members 
Mstep: Class 7 contains 4489 members 
Mstep: Class 8 contains 1310 members 
Mstep: Class 9 contains 80332 members 
Mstep: Class 10 contains 360804 members 
Mstep: Class 11 contains 31760 members 
Mstep: Class 12 contains 4395 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 7139 members 
Mstep: Class 15 contains 6956 members 
Mstep: Class 16 contains 124536 members 
Mstep: Class 17 contains 21809 members 
Mstep: Class 18 contains 28364 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 10624 members 
Mstep: Class 21 contains 3925 members 
Mstep: Class 22 contains 10696 members 
Mstep: Class 23 contains 10898 members 
Mstep: Class 24 contains 946 members 
Mstep: Class 25 contains 12834 members 
Mstep: Class 26 contains 13865 members 
Mstep: Class 27 contains 16061 members 
Mstep: Class 28 contains 4312 members 
Mstep: Class 29 contains 32986 members 
Mstep: Class 30 contains 9369 members 
Mstep: Class 31 contains 2568 members 
Mstep: Class 32 contains 4926 members 
Mstep: Class 33 contains 1866 members 
Mstep: Class 34 contains 27913 members 
Mstep: Class 35 contains 2583 members 
Mstep: Class 36 contains 9325 members 
Mstep: Class 37 contains 3379 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10741 members 
Mstep: Class 40 contains 5188 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1950 members 
Mstep: Class 43 contains 1641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296184.000000 Penalty: 151038.062500
Iteration 151Q: 44 clusters Score -1.022962e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 207826 members 
Mstep: Class 3 contains 80946 members 
Mstep: Class 4 contains 8419 members 
Mstep: Class 5 contains 206856 members 
Mstep: Class 6 contains 9578 members 
Mstep: Class 7 contains 4508 members 
Mstep: Class 8 contains 1309 members 
Mstep: Class 9 contains 80326 members 
Mstep: Class 10 contains 360740 members 
Mstep: Class 11 contains 31807 members 
Mstep: Class 12 contains 4397 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 7142 members 
Mstep: Class 15 contains 6935 members 
Mstep: Class 16 contains 124549 members 
Mstep: Class 17 contains 21895 members 
Mstep: Class 18 contains 28364 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 10620 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 10708 members 
Mstep: Class 23 contains 10895 members 
Mstep: Class 24 contains 946 members 
Mstep: Class 25 contains 12830 members 
Mstep: Class 26 contains 13861 members 
Mstep: Class 27 contains 16062 members 
Mstep: Class 28 contains 4313 members 
Mstep: Class 29 contains 32975 members 
Mstep: Class 30 contains 9371 members 
Mstep: Class 31 contains 2565 members 
Mstep: Class 32 contains 4941 members 
Mstep: Class 33 contains 1866 members 
Mstep: Class 34 contains 27935 members 
Mstep: Class 35 contains 2584 members 
Mstep: Class 36 contains 9329 members 
Mstep: Class 37 contains 3377 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10733 members 
Mstep: Class 40 contains 5227 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1950 members 
Mstep: Class 43 contains 1640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296144.000000 Penalty: 151038.062500
Iteration 152Q: 44 clusters Score -1.022961e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 207822 members 
Mstep: Class 3 contains 80884 members 
Mstep: Class 4 contains 8382 members 
Mstep: Class 5 contains 206876 members 
Mstep: Class 6 contains 9567 members 
Mstep: Class 7 contains 4528 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80321 members 
Mstep: Class 10 contains 360683 members 
Mstep: Class 11 contains 31843 members 
Mstep: Class 12 contains 4395 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 7139 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 124558 members 
Mstep: Class 17 contains 21957 members 
Mstep: Class 18 contains 28361 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 10619 members 
Mstep: Class 21 contains 3915 members 
Mstep: Class 22 contains 10717 members 
Mstep: Class 23 contains 10890 members 
Mstep: Class 24 contains 946 members 
Mstep: Class 25 contains 12831 members 
Mstep: Class 26 contains 13858 members 
Mstep: Class 27 contains 16059 members 
Mstep: Class 28 contains 4314 members 
Mstep: Class 29 contains 32974 members 
Mstep: Class 30 contains 9374 members 
Mstep: Class 31 contains 2566 members 
Mstep: Class 32 contains 4955 members 
Mstep: Class 33 contains 1866 members 
Mstep: Class 34 contains 27959 members 
Mstep: Class 35 contains 2583 members 
Mstep: Class 36 contains 9331 members 
Mstep: Class 37 contains 3374 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10723 members 
Mstep: Class 40 contains 5268 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1950 members 
Mstep: Class 43 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296400.000000 Penalty: 151038.062500
Iteration 153Q: 44 clusters Score -1.022964e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 207822 members 
Mstep: Class 3 contains 80805 members 
Mstep: Class 4 contains 8334 members 
Mstep: Class 5 contains 206898 members 
Mstep: Class 6 contains 9558 members 
Mstep: Class 7 contains 4544 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80319 members 
Mstep: Class 10 contains 360616 members 
Mstep: Class 11 contains 31881 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 7139 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 124565 members 
Mstep: Class 17 contains 22019 members 
Mstep: Class 18 contains 28362 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 10614 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 10727 members 
Mstep: Class 23 contains 10890 members 
Mstep: Class 24 contains 946 members 
Mstep: Class 25 contains 12830 members 
Mstep: Class 26 contains 13852 members 
Mstep: Class 27 contains 16061 members 
Mstep: Class 28 contains 4314 members 
Mstep: Class 29 contains 32976 members 
Mstep: Class 30 contains 9373 members 
Mstep: Class 31 contains 2565 members 
Mstep: Class 32 contains 4971 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 27982 members 
Mstep: Class 35 contains 2584 members 
Mstep: Class 36 contains 9331 members 
Mstep: Class 37 contains 3374 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10723 members 
Mstep: Class 40 contains 5308 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1950 members 
Mstep: Class 43 contains 1640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296368.000000 Penalty: 151038.062500
Iteration 154Q: 44 clusters Score -1.022964e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 207826 members 
Mstep: Class 3 contains 80725 members 
Mstep: Class 4 contains 8290 members 
Mstep: Class 5 contains 206919 members 
Mstep: Class 6 contains 9560 members 
Mstep: Class 7 contains 4553 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80324 members 
Mstep: Class 10 contains 360540 members 
Mstep: Class 11 contains 31930 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 7139 members 
Mstep: Class 15 contains 6863 members 
Mstep: Class 16 contains 124567 members 
Mstep: Class 17 contains 22071 members 
Mstep: Class 18 contains 28364 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 10611 members 
Mstep: Class 21 contains 3913 members 
Mstep: Class 22 contains 10734 members 
Mstep: Class 23 contains 10890 members 
Mstep: Class 24 contains 946 members 
Mstep: Class 25 contains 12829 members 
Mstep: Class 26 contains 13852 members 
Mstep: Class 27 contains 16063 members 
Mstep: Class 28 contains 4314 members 
Mstep: Class 29 contains 32980 members 
Mstep: Class 30 contains 9375 members 
Mstep: Class 31 contains 2565 members 
Mstep: Class 32 contains 4980 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28011 members 
Mstep: Class 35 contains 2586 members 
Mstep: Class 36 contains 9330 members 
Mstep: Class 37 contains 3376 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10723 members 
Mstep: Class 40 contains 5348 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1949 members 
Mstep: Class 43 contains 1640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296400.000000 Penalty: 151038.062500
Iteration 155Q: 44 clusters Score -1.022964e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 207826 members 
Mstep: Class 3 contains 80648 members 
Mstep: Class 4 contains 8251 members 
Mstep: Class 5 contains 206938 members 
Mstep: Class 6 contains 9564 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80324 members 
Mstep: Class 10 contains 360458 members 
Mstep: Class 11 contains 31974 members 
Mstep: Class 12 contains 4397 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 7136 members 
Mstep: Class 15 contains 6846 members 
Mstep: Class 16 contains 124564 members 
Mstep: Class 17 contains 22130 members 
Mstep: Class 18 contains 28368 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 10610 members 
Mstep: Class 21 contains 3910 members 
Mstep: Class 22 contains 10740 members 
Mstep: Class 23 contains 10890 members 
Mstep: Class 24 contains 946 members 
Mstep: Class 25 contains 12829 members 
Mstep: Class 26 contains 13842 members 
Mstep: Class 27 contains 16063 members 
Mstep: Class 28 contains 4315 members 
Mstep: Class 29 contains 32981 members 
Mstep: Class 30 contains 9384 members 
Mstep: Class 31 contains 2564 members 
Mstep: Class 32 contains 4988 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28042 members 
Mstep: Class 35 contains 2584 members 
Mstep: Class 36 contains 9332 members 
Mstep: Class 37 contains 3374 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10723 members 
Mstep: Class 40 contains 5387 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1949 members 
Mstep: Class 43 contains 1640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296672.000000 Penalty: 151038.062500
Iteration 156Q: 44 clusters Score -1.022967e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 207826 members 
Mstep: Class 3 contains 80582 members 
Mstep: Class 4 contains 8205 members 
Mstep: Class 5 contains 206959 members 
Mstep: Class 6 contains 9571 members 
Mstep: Class 7 contains 4573 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80328 members 
Mstep: Class 10 contains 360383 members 
Mstep: Class 11 contains 32017 members 
Mstep: Class 12 contains 4401 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 6830 members 
Mstep: Class 16 contains 124565 members 
Mstep: Class 17 contains 22190 members 
Mstep: Class 18 contains 28370 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 10609 members 
Mstep: Class 21 contains 3908 members 
Mstep: Class 22 contains 10748 members 
Mstep: Class 23 contains 10889 members 
Mstep: Class 24 contains 946 members 
Mstep: Class 25 contains 12827 members 
Mstep: Class 26 contains 13831 members 
Mstep: Class 27 contains 16061 members 
Mstep: Class 28 contains 4315 members 
Mstep: Class 29 contains 32983 members 
Mstep: Class 30 contains 9389 members 
Mstep: Class 31 contains 2561 members 
Mstep: Class 32 contains 4995 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28071 members 
Mstep: Class 35 contains 2582 members 
Mstep: Class 36 contains 9339 members 
Mstep: Class 37 contains 3369 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10719 members 
Mstep: Class 40 contains 5419 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1949 members 
Mstep: Class 43 contains 1640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296568.000000 Penalty: 151038.062500
Iteration 157Q: 44 clusters Score -1.022966e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 207823 members 
Mstep: Class 3 contains 80516 members 
Mstep: Class 4 contains 8154 members 
Mstep: Class 5 contains 206955 members 
Mstep: Class 6 contains 9576 members 
Mstep: Class 7 contains 4585 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80332 members 
Mstep: Class 10 contains 360313 members 
Mstep: Class 11 contains 32064 members 
Mstep: Class 12 contains 4401 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 7133 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 16 contains 124577 members 
Mstep: Class 17 contains 22239 members 
Mstep: Class 18 contains 28368 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 10607 members 
Mstep: Class 21 contains 3909 members 
Mstep: Class 22 contains 10759 members 
Mstep: Class 23 contains 10887 members 
Mstep: Class 24 contains 946 members 
Mstep: Class 25 contains 12827 members 
Mstep: Class 26 contains 13827 members 
Mstep: Class 27 contains 16059 members 
Mstep: Class 28 contains 4316 members 
Mstep: Class 29 contains 32984 members 
Mstep: Class 30 contains 9397 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 4995 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28095 members 
Mstep: Class 35 contains 2582 members 
Mstep: Class 36 contains 9345 members 
Mstep: Class 37 contains 3372 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10719 members 
Mstep: Class 40 contains 5452 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1949 members 
Mstep: Class 43 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296520.000000 Penalty: 151038.062500
Iteration 158Q: 44 clusters Score -1.022965e+08 nChanged 414
Entering ConstructFrom: 
Score: -102296520.000000 Penalty: 151038.062500
Entering ConstructFrom: 
Trying to split cluster 1 (18570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Entering Unmasked Estep 
Score: -1217940.125000 Penalty: 2437.666992
	Iteration 0F: 2 clusters Score -1217940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1204821.750000 Penalty: 4875.333984
	Iteration 0F: 3 clusters Score -1204822 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1209557.875000 Penalty: 4875.333984
	Iteration 1F: 3 clusters Score -1209558 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1210536.625000 Penalty: 4875.333984
	Iteration 2F: 3 clusters Score -1210537 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1211429.000000 Penalty: 4875.333984
	Iteration 3F: 3 clusters Score -1211429 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1212209.125000 Penalty: 4875.333984
	Iteration 4F: 3 clusters Score -1212209 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1212844.500000 Penalty: 4875.333984
	Iteration 5F: 3 clusters Score -1212844 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1213308.500000 Penalty: 4875.333984
	Iteration 6Q: 3 clusters Score -1213308 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1213666.000000 Penalty: 4875.333984
	Iteration 7Q: 3 clusters Score -1213666 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1214001.375000 Penalty: 4875.333984
	Iteration 8Q: 3 clusters Score -1214001 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1214280.500000 Penalty: 4875.333984
	Iteration 9Q: 3 clusters Score -1214280 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1214531.250000 Penalty: 4875.333984
	Iteration 10Q: 3 clusters Score -1214531 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1214761.875000 Penalty: 4875.333984
	Iteration 11Q: 3 clusters Score -1214762 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1214989.875000 Penalty: 4875.333984
	Iteration 12Q: 3 clusters Score -1214990 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1215175.875000 Penalty: 4875.333984
	Iteration 13Q: 3 clusters Score -1215176 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1215364.500000 Penalty: 4875.333984
	Iteration 14Q: 3 clusters Score -1215364 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1215534.625000 Penalty: 4875.333984
	Iteration 15Q: 3 clusters Score -1215535 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1215713.000000 Penalty: 4875.333984
	Iteration 16Q: 3 clusters Score -1215713 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1215891.250000 Penalty: 4875.333984
	Iteration 17Q: 3 clusters Score -1215891 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1216039.750000 Penalty: 4875.333984
	Iteration 18Q: 3 clusters Score -1216040 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1216177.875000 Penalty: 4875.333984
	Iteration 19Q: 3 clusters Score -1216178 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1216297.000000 Penalty: 4875.333984
	Iteration 20F: 3 clusters Score -1216297 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1216398.500000 Penalty: 4875.333984
	Iteration 21Q: 3 clusters Score -1216398 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1216485.000000 Penalty: 4875.333984
	Iteration 22Q: 3 clusters Score -1216485 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1216557.875000 Penalty: 4875.333984
	Iteration 23Q: 3 clusters Score -1216558 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1216641.625000 Penalty: 4875.333984
	Iteration 24Q: 3 clusters Score -1216642 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1216705.250000 Penalty: 4875.333984
	Iteration 25Q: 3 clusters Score -1216705 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1216769.250000 Penalty: 4875.333984
	Iteration 26Q: 3 clusters Score -1216769 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1216816.500000 Penalty: 4875.333984
	Iteration 27Q: 3 clusters Score -1216816 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1216849.750000 Penalty: 4875.333984
	Iteration 28Q: 3 clusters Score -1216850 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1216869.875000 Penalty: 4875.333984
	Iteration 29Q: 3 clusters Score -1216870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1216890.250000 Penalty: 4875.333984
	Iteration 30Q: 3 clusters Score -1216890 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1216914.375000 Penalty: 4875.333984
	Iteration 31Q: 3 clusters Score -1216914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1216928.125000 Penalty: 4875.333984
	Iteration 32Q: 3 clusters Score -1216928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1216942.000000 Penalty: 4875.333984
	Iteration 33Q: 3 clusters Score -1216942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1216951.750000 Penalty: 4875.333984
	Iteration 34Q: 3 clusters Score -1216952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1216960.500000 Penalty: 4875.333984
	Iteration 35Q: 3 clusters Score -1216960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1216973.250000 Penalty: 4875.333984
	Iteration 36Q: 3 clusters Score -1216973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1216986.625000 Penalty: 4875.333984
	Iteration 37Q: 3 clusters Score -1216987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1216991.000000 Penalty: 4875.333984
	Iteration 38Q: 3 clusters Score -1216991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1216996.750000 Penalty: 4875.333984
	Iteration 39Q: 3 clusters Score -1216997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1217000.625000 Penalty: 4875.333984
	Iteration 40F: 3 clusters Score -1217001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1216999.625000 Penalty: 4875.333984
	Iteration 41Q: 3 clusters Score -1217000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1217001.875000 Penalty: 4875.333984
	Iteration 42Q: 3 clusters Score -1217002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1217001.125000 Penalty: 4875.333984
	Iteration 43Q: 3 clusters Score -1217001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1217003.125000 Penalty: 4875.333984
	Iteration 44Q: 3 clusters Score -1217003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1217003.125000 Penalty: 4875.333984
	Iteration 45F: 3 clusters Score -1217003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (207817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207817 members 
Entering Unmasked Estep 
Score: -15539241.000000 Penalty: 3036.614502
	Iteration 0F: 2 clusters Score -1.553924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103535 members 
Mstep: Class 2 contains 104282 members 
Entering Unmasked Estep 
Score: -15399630.000000 Penalty: 6073.229004
	Iteration 0F: 3 clusters Score -1.539963e+07 nChanged 100212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98051 members 
Mstep: Class 2 contains 109766 members 
Entering Unmasked Estep 
Score: -15459323.000000 Penalty: 6073.229004
	Iteration 1F: 3 clusters Score -1.545932e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95468 members 
Mstep: Class 2 contains 112349 members 
Entering Unmasked Estep 
Score: -15461414.000000 Penalty: 6073.229004
	Iteration 2Q: 3 clusters Score -1.546141e+07 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91776 members 
Mstep: Class 2 contains 116041 members 
Entering Unmasked Estep 
Score: -15464631.000000 Penalty: 6073.229004
	Iteration 3Q: 3 clusters Score -1.546463e+07 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86521 members 
Mstep: Class 2 contains 121296 members 
Entering Unmasked Estep 
Score: -15469784.000000 Penalty: 6073.229004
	Iteration 4Q: 3 clusters Score -1.546978e+07 nChanged 11714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79493 members 
Mstep: Class 2 contains 128324 members 
Entering Unmasked Estep 
Score: -15477400.000000 Penalty: 6073.229004
	Iteration 5F: 3 clusters Score -1.54774e+07 nChanged 13357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70512 members 
Mstep: Class 2 contains 137305 members 
Entering Unmasked Estep 
Score: -15487432.000000 Penalty: 6073.229004
	Iteration 6F: 3 clusters Score -1.548743e+07 nChanged 13717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59911 members 
Mstep: Class 2 contains 147906 members 
Entering Unmasked Estep 
Score: -15498139.000000 Penalty: 6073.229004
	Iteration 7F: 3 clusters Score -1.549814e+07 nChanged 12847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 159143 members 
Entering Unmasked Estep 
Score: -15508200.000000 Penalty: 6073.229004
	Iteration 8F: 3 clusters Score -1.55082e+07 nChanged 11452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 169895 members 
Entering Unmasked Estep 
Score: -15516823.000000 Penalty: 6073.229004
	Iteration 9F: 3 clusters Score -1.551682e+07 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 179139 members 
Entering Unmasked Estep 
Score: -15523273.000000 Penalty: 6073.229004
	Iteration 10Q: 3 clusters Score -1.552327e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 186606 members 
Entering Unmasked Estep 
Score: -15527844.000000 Penalty: 6073.229004
	Iteration 11Q: 3 clusters Score -1.552784e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 192260 members 
Entering Unmasked Estep 
Score: -15530984.000000 Penalty: 6073.229004
	Iteration 12Q: 3 clusters Score -1.553098e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 196362 members 
Entering Unmasked Estep 
Score: -15532970.000000 Penalty: 6073.229004
	Iteration 13Q: 3 clusters Score -1.553297e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 199142 members 
Entering Unmasked Estep 
Score: -15534292.000000 Penalty: 6073.229004
	Iteration 14Q: 3 clusters Score -1.553429e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 201094 members 
Entering Unmasked Estep 
Score: -15535133.000000 Penalty: 6073.229004
	Iteration 15Q: 3 clusters Score -1.553513e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 202430 members 
Entering Unmasked Estep 
Score: -15535668.000000 Penalty: 6073.229004
	Iteration 16Q: 3 clusters Score -1.553567e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 203357 members 
Entering Unmasked Estep 
Score: -15536014.000000 Penalty: 6073.229004
	Iteration 17Q: 3 clusters Score -1.553601e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 203971 members 
Entering Unmasked Estep 
Score: -15536199.000000 Penalty: 6073.229004
	Iteration 18Q: 3 clusters Score -1.55362e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 204440 members 
Entering Unmasked Estep 
Score: -15536381.000000 Penalty: 6073.229004
	Iteration 19Q: 3 clusters Score -1.553638e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 204760 members 
Entering Unmasked Estep 
Score: -15536484.000000 Penalty: 6073.229004
	Iteration 20F: 3 clusters Score -1.553648e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 205003 members 
Entering Unmasked Estep 
Score: -15536594.000000 Penalty: 6073.229004
	Iteration 21Q: 3 clusters Score -1.553659e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 205195 members 
Entering Unmasked Estep 
Score: -15536658.000000 Penalty: 6073.229004
	Iteration 22Q: 3 clusters Score -1.553666e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 205324 members 
Entering Unmasked Estep 
Score: -15536718.000000 Penalty: 6073.229004
	Iteration 23Q: 3 clusters Score -1.553672e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 205421 members 
Entering Unmasked Estep 
Score: -15536759.000000 Penalty: 6073.229004
	Iteration 24Q: 3 clusters Score -1.553676e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 205513 members 
Entering Unmasked Estep 
Score: -15536796.000000 Penalty: 6073.229004
	Iteration 25Q: 3 clusters Score -1.55368e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 205585 members 
Entering Unmasked Estep 
Score: -15536817.000000 Penalty: 6073.229004
	Iteration 26Q: 3 clusters Score -1.553682e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 205647 members 
Entering Unmasked Estep 
Score: -15536834.000000 Penalty: 6073.229004
	Iteration 27Q: 3 clusters Score -1.553683e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 205704 members 
Entering Unmasked Estep 
Score: -15536824.000000 Penalty: 6073.229004
	Iteration 28Q: 3 clusters Score -1.553682e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 205755 members 
Entering Unmasked Estep 
Score: -15536833.000000 Penalty: 6073.229004
	Iteration 29Q: 3 clusters Score -1.553683e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 205799 members 
Entering Unmasked Estep 
Score: -15536870.000000 Penalty: 6073.229004
	Iteration 30Q: 3 clusters Score -1.553687e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 205840 members 
Entering Unmasked Estep 
Score: -15536881.000000 Penalty: 6073.229004
	Iteration 31Q: 3 clusters Score -1.553688e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 205874 members 
Entering Unmasked Estep 
Score: -15536907.000000 Penalty: 6073.229004
	Iteration 32Q: 3 clusters Score -1.553691e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 205897 members 
Entering Unmasked Estep 
Score: -15536908.000000 Penalty: 6073.229004
	Iteration 33Q: 3 clusters Score -1.553691e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 205917 members 
Entering Unmasked Estep 
Score: -15536927.000000 Penalty: 6073.229004
	Iteration 34Q: 3 clusters Score -1.553693e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 205928 members 
Entering Unmasked Estep 
Score: -15536932.000000 Penalty: 6073.229004
	Iteration 35Q: 3 clusters Score -1.553693e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 205937 members 
Entering Unmasked Estep 
Score: -15536933.000000 Penalty: 6073.229004
	Iteration 36Q: 3 clusters Score -1.553693e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 205950 members 
Entering Unmasked Estep 
Score: -15536930.000000 Penalty: 6073.229004
	Iteration 37Q: 3 clusters Score -1.553693e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 205965 members 
Entering Unmasked Estep 
Score: -15536926.000000 Penalty: 6073.229004
	Iteration 38Q: 3 clusters Score -1.553693e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 205977 members 
Entering Unmasked Estep 
Score: -15536943.000000 Penalty: 6073.229004
	Iteration 39Q: 3 clusters Score -1.553694e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 205992 members 
Entering Unmasked Estep 
Score: -15536937.000000 Penalty: 6073.229004
	Iteration 40F: 3 clusters Score -1.553694e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 206003 members 
Entering Unmasked Estep 
Score: -15536940.000000 Penalty: 6073.229004
	Iteration 41Q: 3 clusters Score -1.553694e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 206020 members 
Entering Unmasked Estep 
Score: -15536940.000000 Penalty: 6073.229004
	Iteration 42Q: 3 clusters Score -1.553694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 206028 members 
Entering Unmasked Estep 
Score: -15536943.000000 Penalty: 6073.229004
	Iteration 43Q: 3 clusters Score -1.553694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 206031 members 
Entering Unmasked Estep 
Score: -15536931.000000 Penalty: 6073.229004
	Iteration 44Q: 3 clusters Score -1.553693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 206034 members 
Entering Unmasked Estep 
Score: -15536935.000000 Penalty: 6073.229004
	Iteration 45Q: 3 clusters Score -1.553694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 206039 members 
Entering Unmasked Estep 
Score: -15536934.000000 Penalty: 6073.229004
	Iteration 46Q: 3 clusters Score -1.553693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 206040 members 
Entering Unmasked Estep 
Score: -15536940.000000 Penalty: 6073.229004
	Iteration 47Q: 3 clusters Score -1.553694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 206043 members 
Entering Unmasked Estep 
Score: -15536944.000000 Penalty: 6073.229004
	Iteration 48Q: 3 clusters Score -1.553694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 206045 members 
Entering Unmasked Estep 
Score: -15536937.000000 Penalty: 6073.229004
	Iteration 49Q: 3 clusters Score -1.553694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 206048 members 
Entering Unmasked Estep 
Score: -15536934.000000 Penalty: 6073.229004
	Iteration 50Q: 3 clusters Score -1.553693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 206051 members 
Entering Unmasked Estep 
Score: -15536929.000000 Penalty: 6073.229004
	Iteration 51Q: 3 clusters Score -1.553693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 206054 members 
Entering Unmasked Estep 
Score: -15536923.000000 Penalty: 6073.229004
	Iteration 52Q: 3 clusters Score -1.553692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 206056 members 
Entering Unmasked Estep 
Score: -15536927.000000 Penalty: 6073.229004
	Iteration 53Q: 3 clusters Score -1.553693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 206057 members 
Entering Unmasked Estep 
Score: -15536927.000000 Penalty: 6073.229004
	Iteration 54Q: 3 clusters Score -1.553693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 206059 members 
Entering Unmasked Estep 
Score: -15536921.000000 Penalty: 6073.229004
	Iteration 55Q: 3 clusters Score -1.553692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 206060 members 
Entering Unmasked Estep 
Score: -15536923.000000 Penalty: 6073.229004
	Iteration 56Q: 3 clusters Score -1.553692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 206062 members 
Entering Unmasked Estep 
Score: -15536931.000000 Penalty: 6073.229004
	Iteration 57Q: 3 clusters Score -1.553693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 206064 members 
Entering Unmasked Estep 
Score: -15536927.000000 Penalty: 6073.229004
	Iteration 58Q: 3 clusters Score -1.553693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 206065 members 
Entering Unmasked Estep 
Score: -15536921.000000 Penalty: 6073.229004
	Iteration 59Q: 3 clusters Score -1.553692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 206065 members 
Entering Unmasked Estep 
Score: -15536941.000000 Penalty: 6073.229004
	Iteration 60F: 3 clusters Score -1.553694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 206066 members 
Entering Unmasked Estep 
Score: -15536932.000000 Penalty: 6073.229004
	Iteration 61Q: 3 clusters Score -1.553693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 206066 members 
Entering Unmasked Estep 
Score: -15536932.000000 Penalty: 6073.229004
	Iteration 62F: 3 clusters Score -1.553693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (80461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80461 members 
Entering Unmasked Estep 
Score: -6099934.500000 Penalty: 2801.290771
	Iteration 0F: 2 clusters Score -6099934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -6046039.500000 Penalty: 5602.581543
	Iteration 0F: 3 clusters Score -6046040 nChanged 37848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -6067708.500000 Penalty: 5602.581543
	Iteration 1F: 3 clusters Score -6067708 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -6068541.500000 Penalty: 5602.581543
	Iteration 2Q: 3 clusters Score -6068542 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -6069533.000000 Penalty: 5602.581543
	Iteration 3Q: 3 clusters Score -6069533 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -6070814.500000 Penalty: 5602.581543
	Iteration 4Q: 3 clusters Score -6070814 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -6072661.000000 Penalty: 5602.581543
	Iteration 5Q: 3 clusters Score -6072661 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 53443 members 
Entering Unmasked Estep 
Score: -6075242.500000 Penalty: 5602.581543
	Iteration 6F: 3 clusters Score -6075242 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -6078931.000000 Penalty: 5602.581543
	Iteration 7F: 3 clusters Score -6078931 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 63853 members 
Entering Unmasked Estep 
Score: -6083424.000000 Penalty: 5602.581543
	Iteration 8F: 3 clusters Score -6083424 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 69104 members 
Entering Unmasked Estep 
Score: -6088066.500000 Penalty: 5602.581543
	Iteration 9F: 3 clusters Score -6088066 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 73331 members 
Entering Unmasked Estep 
Score: -6091754.500000 Penalty: 5602.581543
	Iteration 10F: 3 clusters Score -6091754 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 76214 members 
Entering Unmasked Estep 
Score: -6094260.500000 Penalty: 5602.581543
	Iteration 11Q: 3 clusters Score -6094260 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 77947 members 
Entering Unmasked Estep 
Score: -6095773.000000 Penalty: 5602.581543
	Iteration 12Q: 3 clusters Score -6095773 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 78866 members 
Entering Unmasked Estep 
Score: -6096519.500000 Penalty: 5602.581543
	Iteration 13Q: 3 clusters Score -6096520 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 79338 members 
Entering Unmasked Estep 
Score: -6096960.500000 Penalty: 5602.581543
	Iteration 14Q: 3 clusters Score -6096960 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 79575 members 
Entering Unmasked Estep 
Score: -6097203.500000 Penalty: 5602.581543
	Iteration 15Q: 3 clusters Score -6097204 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 79694 members 
Entering Unmasked Estep 
Score: -6097284.500000 Penalty: 5602.581543
	Iteration 16Q: 3 clusters Score -6097284 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 79777 members 
Entering Unmasked Estep 
Score: -6097349.000000 Penalty: 5602.581543
	Iteration 17Q: 3 clusters Score -6097349 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 79811 members 
Entering Unmasked Estep 
Score: -6097377.500000 Penalty: 5602.581543
	Iteration 18Q: 3 clusters Score -6097378 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 79850 members 
Entering Unmasked Estep 
Score: -6097414.500000 Penalty: 5602.581543
	Iteration 19Q: 3 clusters Score -6097414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 79877 members 
Entering Unmasked Estep 
Score: -6097428.000000 Penalty: 5602.581543
	Iteration 20F: 3 clusters Score -6097428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 79906 members 
Entering Unmasked Estep 
Score: -6097460.500000 Penalty: 5602.581543
	Iteration 21Q: 3 clusters Score -6097460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 79921 members 
Entering Unmasked Estep 
Score: -6097486.500000 Penalty: 5602.581543
	Iteration 22Q: 3 clusters Score -6097486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 79933 members 
Entering Unmasked Estep 
Score: -6097503.500000 Penalty: 5602.581543
	Iteration 23Q: 3 clusters Score -6097504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 79942 members 
Entering Unmasked Estep 
Score: -6097516.500000 Penalty: 5602.581543
	Iteration 24Q: 3 clusters Score -6097516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 79945 members 
Entering Unmasked Estep 
Score: -6097533.000000 Penalty: 5602.581543
	Iteration 25Q: 3 clusters Score -6097533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 79949 members 
Entering Unmasked Estep 
Score: -6097536.500000 Penalty: 5602.581543
	Iteration 26Q: 3 clusters Score -6097536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 79958 members 
Entering Unmasked Estep 
Score: -6097541.000000 Penalty: 5602.581543
	Iteration 27Q: 3 clusters Score -6097541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 79961 members 
Entering Unmasked Estep 
Score: -6097546.500000 Penalty: 5602.581543
	Iteration 28Q: 3 clusters Score -6097546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 79962 members 
Entering Unmasked Estep 
Score: -6097549.000000 Penalty: 5602.581543
	Iteration 29Q: 3 clusters Score -6097549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 79964 members 
Entering Unmasked Estep 
Score: -6097546.500000 Penalty: 5602.581543
	Iteration 30Q: 3 clusters Score -6097546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 79964 members 
Entering Unmasked Estep 
Score: -6097546.500000 Penalty: 5602.581543
	Iteration 31F: 3 clusters Score -6097546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Entering Unmasked Estep 
Score: -504827.218750 Penalty: 2231.936035
	Iteration 0F: 2 clusters Score -504827.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -498419.750000 Penalty: 4463.872070
	Iteration 0F: 3 clusters Score -498419.8 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -500432.937500 Penalty: 4463.872070
	Iteration 1F: 3 clusters Score -500432.9 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -500956.968750 Penalty: 4463.872070
	Iteration 2F: 3 clusters Score -500957 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -501365.375000 Penalty: 4463.872070
	Iteration 3F: 3 clusters Score -501365.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -501642.750000 Penalty: 4463.872070
	Iteration 4F: 3 clusters Score -501642.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -501817.906250 Penalty: 4463.872070
	Iteration 5Q: 3 clusters Score -501817.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -501960.031250 Penalty: 4463.872070
	Iteration 6Q: 3 clusters Score -501960 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -502078.281250 Penalty: 4463.872070
	Iteration 7Q: 3 clusters Score -502078.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -502185.625000 Penalty: 4463.872070
	Iteration 8Q: 3 clusters Score -502185.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -502293.968750 Penalty: 4463.872070
	Iteration 9Q: 3 clusters Score -502294 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -502391.218750 Penalty: 4463.872070
	Iteration 10Q: 3 clusters Score -502391.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -502484.531250 Penalty: 4463.872070
	Iteration 11Q: 3 clusters Score -502484.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -502577.250000 Penalty: 4463.872070
	Iteration 12Q: 3 clusters Score -502577.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -502653.125000 Penalty: 4463.872070
	Iteration 13Q: 3 clusters Score -502653.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -502722.187500 Penalty: 4463.872070
	Iteration 14Q: 3 clusters Score -502722.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -502789.125000 Penalty: 4463.872070
	Iteration 15Q: 3 clusters Score -502789.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -502855.281250 Penalty: 4463.872070
	Iteration 16Q: 3 clusters Score -502855.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -502920.312500 Penalty: 4463.872070
	Iteration 17Q: 3 clusters Score -502920.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -502990.187500 Penalty: 4463.872070
	Iteration 18Q: 3 clusters Score -502990.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -503081.562500 Penalty: 4463.872070
	Iteration 19Q: 3 clusters Score -503081.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -503215.093750 Penalty: 4463.872070
	Iteration 20F: 3 clusters Score -503215.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -503371.531250 Penalty: 4463.872070
	Iteration 21Q: 3 clusters Score -503371.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -503536.500000 Penalty: 4463.872070
	Iteration 22Q: 3 clusters Score -503536.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -503660.625000 Penalty: 4463.872070
	Iteration 23Q: 3 clusters Score -503660.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -503758.968750 Penalty: 4463.872070
	Iteration 24Q: 3 clusters Score -503759 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -503845.843750 Penalty: 4463.872070
	Iteration 25Q: 3 clusters Score -503845.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -503925.781250 Penalty: 4463.872070
	Iteration 26Q: 3 clusters Score -503925.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -503979.156250 Penalty: 4463.872070
	Iteration 27Q: 3 clusters Score -503979.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -504005.875000 Penalty: 4463.872070
	Iteration 28Q: 3 clusters Score -504005.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -504022.718750 Penalty: 4463.872070
	Iteration 29Q: 3 clusters Score -504022.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -504032.750000 Penalty: 4463.872070
	Iteration 30Q: 3 clusters Score -504032.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -504043.531250 Penalty: 4463.872070
	Iteration 31Q: 3 clusters Score -504043.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -504048.968750 Penalty: 4463.872070
	Iteration 32Q: 3 clusters Score -504049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -504052.562500 Penalty: 4463.872070
	Iteration 33Q: 3 clusters Score -504052.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -504055.187500 Penalty: 4463.872070
	Iteration 34Q: 3 clusters Score -504055.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -504056.218750 Penalty: 4463.872070
	Iteration 35Q: 3 clusters Score -504056.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -504056.687500 Penalty: 4463.872070
	Iteration 36Q: 3 clusters Score -504056.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -504058.125000 Penalty: 4463.872070
	Iteration 37Q: 3 clusters Score -504058.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -504059.218750 Penalty: 4463.872070
	Iteration 38Q: 3 clusters Score -504059.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -504060.156250 Penalty: 4463.872070
	Iteration 39Q: 3 clusters Score -504060.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -504062.906250 Penalty: 4463.872070
	Iteration 40F: 3 clusters Score -504062.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -504064.093750 Penalty: 4463.872070
	Iteration 41Q: 3 clusters Score -504064.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -504063.625000 Penalty: 4463.872070
	Iteration 42Q: 3 clusters Score -504063.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -504065.125000 Penalty: 4463.872070
	Iteration 43Q: 3 clusters Score -504065.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -504065.125000 Penalty: 4463.872070
	Iteration 44F: 3 clusters Score -504065.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (206958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206958 members 
Entering Unmasked Estep 
Score: -15918090.000000 Penalty: 3035.587402
	Iteration 0F: 2 clusters Score -1.591809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103236 members 
Mstep: Class 2 contains 103722 members 
Entering Unmasked Estep 
Score: -15778923.000000 Penalty: 6071.174805
	Iteration 0F: 3 clusters Score -1.577892e+07 nChanged 99712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100306 members 
Mstep: Class 2 contains 106652 members 
Entering Unmasked Estep 
Score: -15837060.000000 Penalty: 6071.174805
	Iteration 1F: 3 clusters Score -1.583706e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98535 members 
Mstep: Class 2 contains 108423 members 
Entering Unmasked Estep 
Score: -15838132.000000 Penalty: 6071.174805
	Iteration 2Q: 3 clusters Score -1.583813e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95683 members 
Mstep: Class 2 contains 111275 members 
Entering Unmasked Estep 
Score: -15839478.000000 Penalty: 6071.174805
	Iteration 3Q: 3 clusters Score -1.583948e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91218 members 
Mstep: Class 2 contains 115740 members 
Entering Unmasked Estep 
Score: -15841656.000000 Penalty: 6071.174805
	Iteration 4Q: 3 clusters Score -1.584166e+07 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84414 members 
Mstep: Class 2 contains 122544 members 
Entering Unmasked Estep 
Score: -15845135.000000 Penalty: 6071.174805
	Iteration 5Q: 3 clusters Score -1.584514e+07 nChanged 10563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74447 members 
Mstep: Class 2 contains 132511 members 
Entering Unmasked Estep 
Score: -15851080.000000 Penalty: 6071.174805
	Iteration 6F: 3 clusters Score -1.585108e+07 nChanged 13898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60713 members 
Mstep: Class 2 contains 146245 members 
Entering Unmasked Estep 
Score: -15861034.000000 Penalty: 6071.174805
	Iteration 7F: 3 clusters Score -1.586103e+07 nChanged 16929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 163148 members 
Entering Unmasked Estep 
Score: -15875154.000000 Penalty: 6071.174805
	Iteration 8F: 3 clusters Score -1.587515e+07 nChanged 17020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 180164 members 
Entering Unmasked Estep 
Score: -15890669.000000 Penalty: 6071.174805
	Iteration 9F: 3 clusters Score -1.589067e+07 nChanged 13399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 193563 members 
Entering Unmasked Estep 
Score: -15903246.000000 Penalty: 6071.174805
	Iteration 10F: 3 clusters Score -1.590325e+07 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 201415 members 
Entering Unmasked Estep 
Score: -15910598.000000 Penalty: 6071.174805
	Iteration 11Q: 3 clusters Score -1.59106e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 204882 members 
Entering Unmasked Estep 
Score: -15913601.000000 Penalty: 6071.174805
	Iteration 12Q: 3 clusters Score -1.59136e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 206146 members 
Entering Unmasked Estep 
Score: -15914691.000000 Penalty: 6071.174805
	Iteration 13Q: 3 clusters Score -1.591469e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 206497 members 
Entering Unmasked Estep 
Score: -15915039.000000 Penalty: 6071.174805
	Iteration 14Q: 3 clusters Score -1.591504e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 206612 members 
Entering Unmasked Estep 
Score: -15915195.000000 Penalty: 6071.174805
	Iteration 15Q: 3 clusters Score -1.59152e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 206654 members 
Entering Unmasked Estep 
Score: -15915248.000000 Penalty: 6071.174805
	Iteration 16Q: 3 clusters Score -1.591525e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 206679 members 
Entering Unmasked Estep 
Score: -15915302.000000 Penalty: 6071.174805
	Iteration 17Q: 3 clusters Score -1.59153e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 206691 members 
Entering Unmasked Estep 
Score: -15915320.000000 Penalty: 6071.174805
	Iteration 18Q: 3 clusters Score -1.591532e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 206695 members 
Entering Unmasked Estep 
Score: -15915319.000000 Penalty: 6071.174805
	Iteration 19Q: 3 clusters Score -1.591532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 206697 members 
Entering Unmasked Estep 
Score: -15915336.000000 Penalty: 6071.174805
	Iteration 20F: 3 clusters Score -1.591534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 206696 members 
Entering Unmasked Estep 
Score: -15915335.000000 Penalty: 6071.174805
	Iteration 21Q: 3 clusters Score -1.591534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 206696 members 
Entering Unmasked Estep 
Score: -15915342.000000 Penalty: 6071.174805
	Iteration 22Q: 3 clusters Score -1.591534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 206695 members 
Entering Unmasked Estep 
Score: -15915358.000000 Penalty: 6071.174805
	Iteration 23Q: 3 clusters Score -1.591536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 206696 members 
Entering Unmasked Estep 
Score: -15915359.000000 Penalty: 6071.174805
	Iteration 24Q: 3 clusters Score -1.591536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 206698 members 
Entering Unmasked Estep 
Score: -15915354.000000 Penalty: 6071.174805
	Iteration 25Q: 3 clusters Score -1.591535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 206700 members 
Entering Unmasked Estep 
Score: -15915365.000000 Penalty: 6071.174805
	Iteration 26Q: 3 clusters Score -1.591536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 206701 members 
Entering Unmasked Estep 
Score: -15915371.000000 Penalty: 6071.174805
	Iteration 27Q: 3 clusters Score -1.591537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 206703 members 
Entering Unmasked Estep 
Score: -15915367.000000 Penalty: 6071.174805
	Iteration 28Q: 3 clusters Score -1.591537e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 206703 members 
Entering Unmasked Estep 
Score: -15915367.000000 Penalty: 6071.174805
	Iteration 29F: 3 clusters Score -1.591537e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Entering Unmasked Estep 
Score: -704777.937500 Penalty: 2273.471436
	Iteration 0F: 2 clusters Score -704777.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -697391.250000 Penalty: 4546.942871
	Iteration 0F: 3 clusters Score -697391.2 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -699471.375000 Penalty: 4546.942871
	Iteration 1F: 3 clusters Score -699471.4 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -699815.500000 Penalty: 4546.942871
	Iteration 2F: 3 clusters Score -699815.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -700122.125000 Penalty: 4546.942871
	Iteration 3F: 3 clusters Score -700122.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -700462.125000 Penalty: 4546.942871
	Iteration 4F: 3 clusters Score -700462.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -700827.000000 Penalty: 4546.942871
	Iteration 5F: 3 clusters Score -700827 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -701215.312500 Penalty: 4546.942871
	Iteration 6F: 3 clusters Score -701215.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -701569.000000 Penalty: 4546.942871
	Iteration 7F: 3 clusters Score -701569 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -701882.812500 Penalty: 4546.942871
	Iteration 8Q: 3 clusters Score -701882.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -702153.562500 Penalty: 4546.942871
	Iteration 9Q: 3 clusters Score -702153.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -702401.000000 Penalty: 4546.942871
	Iteration 10Q: 3 clusters Score -702401 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -702589.687500 Penalty: 4546.942871
	Iteration 11Q: 3 clusters Score -702589.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -702724.062500 Penalty: 4546.942871
	Iteration 12Q: 3 clusters Score -702724.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -702823.250000 Penalty: 4546.942871
	Iteration 13Q: 3 clusters Score -702823.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -702906.125000 Penalty: 4546.942871
	Iteration 14Q: 3 clusters Score -702906.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -702992.000000 Penalty: 4546.942871
	Iteration 15Q: 3 clusters Score -702992 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -703064.187500 Penalty: 4546.942871
	Iteration 16Q: 3 clusters Score -703064.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -703136.500000 Penalty: 4546.942871
	Iteration 17Q: 3 clusters Score -703136.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -703184.562500 Penalty: 4546.942871
	Iteration 18Q: 3 clusters Score -703184.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -703220.125000 Penalty: 4546.942871
	Iteration 19Q: 3 clusters Score -703220.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -703245.687500 Penalty: 4546.942871
	Iteration 20F: 3 clusters Score -703245.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -703254.750000 Penalty: 4546.942871
	Iteration 21Q: 3 clusters Score -703254.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -703258.750000 Penalty: 4546.942871
	Iteration 22Q: 3 clusters Score -703258.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -703259.437500 Penalty: 4546.942871
	Iteration 23Q: 3 clusters Score -703259.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -703260.187500 Penalty: 4546.942871
	Iteration 24Q: 3 clusters Score -703260.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -703260.375000 Penalty: 4546.942871
	Iteration 25Q: 3 clusters Score -703260.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -703260.375000 Penalty: 4546.942871
	Iteration 26F: 3 clusters Score -703260.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Entering Unmasked Estep 
Score: -320106.218750 Penalty: 2091.369385
	Iteration 0F: 2 clusters Score -320106.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -315823.968750 Penalty: 4182.738770
	Iteration 0F: 3 clusters Score -315824 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -316837.562500 Penalty: 4182.738770
	Iteration 1F: 3 clusters Score -316837.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -317098.156250 Penalty: 4182.738770
	Iteration 2F: 3 clusters Score -317098.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -317278.718750 Penalty: 4182.738770
	Iteration 3F: 3 clusters Score -317278.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -317398.937500 Penalty: 4182.738770
	Iteration 4Q: 3 clusters Score -317398.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -317496.906250 Penalty: 4182.738770
	Iteration 5Q: 3 clusters Score -317496.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -317566.125000 Penalty: 4182.738770
	Iteration 6Q: 3 clusters Score -317566.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -317608.625000 Penalty: 4182.738770
	Iteration 7Q: 3 clusters Score -317608.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -317645.500000 Penalty: 4182.738770
	Iteration 8Q: 3 clusters Score -317645.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -317684.218750 Penalty: 4182.738770
	Iteration 9Q: 3 clusters Score -317684.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -317726.843750 Penalty: 4182.738770
	Iteration 10Q: 3 clusters Score -317726.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -317774.531250 Penalty: 4182.738770
	Iteration 11Q: 3 clusters Score -317774.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -317825.343750 Penalty: 4182.738770
	Iteration 12Q: 3 clusters Score -317825.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -317875.718750 Penalty: 4182.738770
	Iteration 13Q: 3 clusters Score -317875.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -317922.125000 Penalty: 4182.738770
	Iteration 14Q: 3 clusters Score -317922.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -317983.156250 Penalty: 4182.738770
	Iteration 15Q: 3 clusters Score -317983.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -318037.500000 Penalty: 4182.738770
	Iteration 16Q: 3 clusters Score -318037.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -318081.687500 Penalty: 4182.738770
	Iteration 17Q: 3 clusters Score -318081.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -318125.875000 Penalty: 4182.738770
	Iteration 18Q: 3 clusters Score -318125.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -318184.468750 Penalty: 4182.738770
	Iteration 19Q: 3 clusters Score -318184.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -318254.093750 Penalty: 4182.738770
	Iteration 20F: 3 clusters Score -318254.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -318351.093750 Penalty: 4182.738770
	Iteration 21Q: 3 clusters Score -318351.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -318506.531250 Penalty: 4182.738770
	Iteration 22Q: 3 clusters Score -318506.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -318819.875000 Penalty: 4182.738770
	Iteration 23Q: 3 clusters Score -318819.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -319331.562500 Penalty: 4182.738770
	Iteration 24F: 3 clusters Score -319331.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -319686.750000 Penalty: 4182.738770
	Iteration 25Q: 3 clusters Score -319686.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -319777.187500 Penalty: 4182.738770
	Iteration 26Q: 3 clusters Score -319777.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -319815.218750 Penalty: 4182.738770
	Iteration 27Q: 3 clusters Score -319815.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -319834.281250 Penalty: 4182.738770
	Iteration 28Q: 3 clusters Score -319834.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -319843.968750 Penalty: 4182.738770
	Iteration 29Q: 3 clusters Score -319844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -319852.062500 Penalty: 4182.738770
	Iteration 30Q: 3 clusters Score -319852.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -319858.062500 Penalty: 4182.738770
	Iteration 31Q: 3 clusters Score -319858.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -319862.875000 Penalty: 4182.738770
	Iteration 32Q: 3 clusters Score -319862.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -319864.968750 Penalty: 4182.738770
	Iteration 33Q: 3 clusters Score -319865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -319866.562500 Penalty: 4182.738770
	Iteration 34Q: 3 clusters Score -319866.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -319870.812500 Penalty: 4182.738770
	Iteration 35Q: 3 clusters Score -319870.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -319872.625000 Penalty: 4182.738770
	Iteration 36Q: 3 clusters Score -319872.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -319874.875000 Penalty: 4182.738770
	Iteration 37Q: 3 clusters Score -319874.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -319876.000000 Penalty: 4182.738770
	Iteration 38Q: 3 clusters Score -319876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -319877.375000 Penalty: 4182.738770
	Iteration 39Q: 3 clusters Score -319877.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -319877.968750 Penalty: 4182.738770
	Iteration 40F: 3 clusters Score -319878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -319879.062500 Penalty: 4182.738770
	Iteration 41Q: 3 clusters Score -319879.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -319879.906250 Penalty: 4182.738770
	Iteration 42Q: 3 clusters Score -319879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -319879.343750 Penalty: 4182.738770
	Iteration 43Q: 3 clusters Score -319879.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -319880.625000 Penalty: 4182.738770
	Iteration 44Q: 3 clusters Score -319880.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -319882.125000 Penalty: 4182.738770
	Iteration 45Q: 3 clusters Score -319882.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -319883.156250 Penalty: 4182.738770
	Iteration 46Q: 3 clusters Score -319883.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -319884.781250 Penalty: 4182.738770
	Iteration 47Q: 3 clusters Score -319884.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -319886.343750 Penalty: 4182.738770
	Iteration 48Q: 3 clusters Score -319886.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -319887.187500 Penalty: 4182.738770
	Iteration 49Q: 3 clusters Score -319887.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -319888.218750 Penalty: 4182.738770
	Iteration 50Q: 3 clusters Score -319888.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -319889.468750 Penalty: 4182.738770
	Iteration 51Q: 3 clusters Score -319889.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -319890.062500 Penalty: 4182.738770
	Iteration 52Q: 3 clusters Score -319890.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -319890.406250 Penalty: 4182.738770
	Iteration 53Q: 3 clusters Score -319890.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -319890.125000 Penalty: 4182.738770
	Iteration 54Q: 3 clusters Score -319890.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -319890.812500 Penalty: 4182.738770
	Iteration 55Q: 3 clusters Score -319890.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -319892.062500 Penalty: 4182.738770
	Iteration 56Q: 3 clusters Score -319892.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -319891.843750 Penalty: 4182.738770
	Iteration 57Q: 3 clusters Score -319891.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -319893.187500 Penalty: 4182.738770
	Iteration 58Q: 3 clusters Score -319893.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -319893.281250 Penalty: 4182.738770
	Iteration 59Q: 3 clusters Score -319893.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -319893.687500 Penalty: 4182.738770
	Iteration 60F: 3 clusters Score -319893.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -319894.687500 Penalty: 4182.738770
	Iteration 61Q: 3 clusters Score -319894.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -319894.437500 Penalty: 4182.738770
	Iteration 62Q: 3 clusters Score -319894.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -319894.437500 Penalty: 4182.738770
	Iteration 63F: 3 clusters Score -319894.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Entering Unmasked Estep 
Score: -92017.710938 Penalty: 1779.711182
	Iteration 0F: 2 clusters Score -92017.71 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 641 members 
Entering Unmasked Estep 
Score: -89806.976562 Penalty: 3559.422363
	Iteration 0F: 3 clusters Score -89806.98 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -90137.484375 Penalty: 3559.422363
	Iteration 1F: 3 clusters Score -90137.48 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -90267.484375 Penalty: 3559.422363
	Iteration 2F: 3 clusters Score -90267.48 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -90343.140625 Penalty: 3559.422363
	Iteration 3Q: 3 clusters Score -90343.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -90409.812500 Penalty: 3559.422363
	Iteration 4Q: 3 clusters Score -90409.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -90486.023438 Penalty: 3559.422363
	Iteration 5Q: 3 clusters Score -90486.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -90527.101562 Penalty: 3559.422363
	Iteration 6Q: 3 clusters Score -90527.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -90567.046875 Penalty: 3559.422363
	Iteration 7Q: 3 clusters Score -90567.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -90593.445312 Penalty: 3559.422363
	Iteration 8Q: 3 clusters Score -90593.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -90617.054688 Penalty: 3559.422363
	Iteration 9Q: 3 clusters Score -90617.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -90635.226562 Penalty: 3559.422363
	Iteration 10Q: 3 clusters Score -90635.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -90648.531250 Penalty: 3559.422363
	Iteration 11Q: 3 clusters Score -90648.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -90660.757812 Penalty: 3559.422363
	Iteration 12Q: 3 clusters Score -90660.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -90672.937500 Penalty: 3559.422363
	Iteration 13Q: 3 clusters Score -90672.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -90682.476562 Penalty: 3559.422363
	Iteration 14Q: 3 clusters Score -90682.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -90698.093750 Penalty: 3559.422363
	Iteration 15Q: 3 clusters Score -90698.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -90717.390625 Penalty: 3559.422363
	Iteration 16Q: 3 clusters Score -90717.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -90748.023438 Penalty: 3559.422363
	Iteration 17Q: 3 clusters Score -90748.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -90795.523438 Penalty: 3559.422363
	Iteration 18Q: 3 clusters Score -90795.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -90848.578125 Penalty: 3559.422363
	Iteration 19Q: 3 clusters Score -90848.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -90912.906250 Penalty: 3559.422363
	Iteration 20F: 3 clusters Score -90912.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -90988.500000 Penalty: 3559.422363
	Iteration 21Q: 3 clusters Score -90988.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -91071.031250 Penalty: 3559.422363
	Iteration 22Q: 3 clusters Score -91071.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -91130.140625 Penalty: 3559.422363
	Iteration 23Q: 3 clusters Score -91130.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -91158.601562 Penalty: 3559.422363
	Iteration 24Q: 3 clusters Score -91158.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -91171.500000 Penalty: 3559.422363
	Iteration 25Q: 3 clusters Score -91171.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -91188.789062 Penalty: 3559.422363
	Iteration 26Q: 3 clusters Score -91188.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -91194.710938 Penalty: 3559.422363
	Iteration 27Q: 3 clusters Score -91194.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -91197.656250 Penalty: 3559.422363
	Iteration 28Q: 3 clusters Score -91197.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -91200.703125 Penalty: 3559.422363
	Iteration 29Q: 3 clusters Score -91200.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -91201.695312 Penalty: 3559.422363
	Iteration 30Q: 3 clusters Score -91201.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -91201.695312 Penalty: 3559.422363
	Iteration 31F: 3 clusters Score -91201.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80330 members 
Entering Unmasked Estep 
Score: -6128325.500000 Penalty: 2800.886963
	Iteration 0F: 2 clusters Score -6128326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -6074520.500000 Penalty: 5601.773926
	Iteration 0F: 3 clusters Score -6074520 nChanged 37639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -6095924.000000 Penalty: 5601.773926
	Iteration 1F: 3 clusters Score -6095924 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -6096743.000000 Penalty: 5601.773926
	Iteration 2Q: 3 clusters Score -6096743 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -6097702.000000 Penalty: 5601.773926
	Iteration 3Q: 3 clusters Score -6097702 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -6099171.500000 Penalty: 5601.773926
	Iteration 4Q: 3 clusters Score -6099172 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52342 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -6101532.500000 Penalty: 5601.773926
	Iteration 5F: 3 clusters Score -6101532 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57720 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -6105616.500000 Penalty: 5601.773926
	Iteration 6F: 3 clusters Score -6105616 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64083 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -6111274.000000 Penalty: 5601.773926
	Iteration 7F: 3 clusters Score -6111274 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70249 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -6117286.000000 Penalty: 5601.773926
	Iteration 8F: 3 clusters Score -6117286 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74726 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -6121540.000000 Penalty: 5601.773926
	Iteration 9F: 3 clusters Score -6121540 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77347 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -6123937.000000 Penalty: 5601.773926
	Iteration 10Q: 3 clusters Score -6123937 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78591 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6125089.000000 Penalty: 5601.773926
	Iteration 11Q: 3 clusters Score -6125089 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79101 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6125606.500000 Penalty: 5601.773926
	Iteration 12Q: 3 clusters Score -6125606 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79301 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6125809.000000 Penalty: 5601.773926
	Iteration 13Q: 3 clusters Score -6125809 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79391 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6125932.000000 Penalty: 5601.773926
	Iteration 14Q: 3 clusters Score -6125932 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79445 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6126010.500000 Penalty: 5601.773926
	Iteration 15Q: 3 clusters Score -6126010 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79479 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6126069.000000 Penalty: 5601.773926
	Iteration 16Q: 3 clusters Score -6126069 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79494 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6126113.000000 Penalty: 5601.773926
	Iteration 17Q: 3 clusters Score -6126113 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79515 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6126154.500000 Penalty: 5601.773926
	Iteration 18Q: 3 clusters Score -6126154 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79523 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6126165.500000 Penalty: 5601.773926
	Iteration 19Q: 3 clusters Score -6126166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79528 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6126196.000000 Penalty: 5601.773926
	Iteration 20F: 3 clusters Score -6126196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79527 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6126193.000000 Penalty: 5601.773926
	Iteration 21Q: 3 clusters Score -6126193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79527 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6126186.500000 Penalty: 5601.773926
	Iteration 22Q: 3 clusters Score -6126186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79526 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6126198.000000 Penalty: 5601.773926
	Iteration 23Q: 3 clusters Score -6126198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79528 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6126203.500000 Penalty: 5601.773926
	Iteration 24Q: 3 clusters Score -6126204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79530 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6126201.500000 Penalty: 5601.773926
	Iteration 25Q: 3 clusters Score -6126202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79532 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6126200.500000 Penalty: 5601.773926
	Iteration 26Q: 3 clusters Score -6126200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79533 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6126201.000000 Penalty: 5601.773926
	Iteration 27Q: 3 clusters Score -6126201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79534 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6126207.500000 Penalty: 5601.773926
	Iteration 28Q: 3 clusters Score -6126208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79534 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6126207.500000 Penalty: 5601.773926
	Iteration 29F: 3 clusters Score -6126208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (360256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360256 members 
Entering Unmasked Estep 
Score: -26930436.000000 Penalty: 3173.053467
	Iteration 0F: 2 clusters Score -2.693044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180227 members 
Mstep: Class 2 contains 180029 members 
Entering Unmasked Estep 
Score: -26688058.000000 Penalty: 6346.106934
	Iteration 0F: 3 clusters Score -2.668806e+07 nChanged 174917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180744 members 
Mstep: Class 2 contains 179512 members 
Entering Unmasked Estep 
Score: -26791274.000000 Penalty: 6346.106934
	Iteration 1F: 3 clusters Score -2.679127e+07 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180980 members 
Mstep: Class 2 contains 179276 members 
Entering Unmasked Estep 
Score: -26792344.000000 Penalty: 6346.106934
	Iteration 2Q: 3 clusters Score -2.679234e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181261 members 
Mstep: Class 2 contains 178995 members 
Entering Unmasked Estep 
Score: -26793408.000000 Penalty: 6346.106934
	Iteration 3Q: 3 clusters Score -2.679341e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181901 members 
Mstep: Class 2 contains 178355 members 
Entering Unmasked Estep 
Score: -26794790.000000 Penalty: 6346.106934
	Iteration 4Q: 3 clusters Score -2.679479e+07 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182997 members 
Mstep: Class 2 contains 177259 members 
Entering Unmasked Estep 
Score: -26796200.000000 Penalty: 6346.106934
	Iteration 5Q: 3 clusters Score -2.67962e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184728 members 
Mstep: Class 2 contains 175528 members 
Entering Unmasked Estep 
Score: -26797780.000000 Penalty: 6346.106934
	Iteration 6Q: 3 clusters Score -2.679778e+07 nChanged 9210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187582 members 
Mstep: Class 2 contains 172674 members 
Entering Unmasked Estep 
Score: -26799648.000000 Penalty: 6346.106934
	Iteration 7Q: 3 clusters Score -2.679965e+07 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192035 members 
Mstep: Class 2 contains 168221 members 
Entering Unmasked Estep 
Score: -26802150.000000 Penalty: 6346.106934
	Iteration 8Q: 3 clusters Score -2.680215e+07 nChanged 11782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199081 members 
Mstep: Class 2 contains 161175 members 
Entering Unmasked Estep 
Score: -26806160.000000 Penalty: 6346.106934
	Iteration 9Q: 3 clusters Score -2.680616e+07 nChanged 14206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209847 members 
Mstep: Class 2 contains 150409 members 
Entering Unmasked Estep 
Score: -26811816.000000 Penalty: 6346.106934
	Iteration 10Q: 3 clusters Score -2.681182e+07 nChanged 17761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225350 members 
Mstep: Class 2 contains 134906 members 
Entering Unmasked Estep 
Score: -26821330.000000 Penalty: 6346.106934
	Iteration 11Q: 3 clusters Score -2.682133e+07 nChanged 22549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246595 members 
Mstep: Class 2 contains 113661 members 
Entering Unmasked Estep 
Score: -26836204.000000 Penalty: 6346.106934
	Iteration 12F: 3 clusters Score -2.68362e+07 nChanged 26271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272160 members 
Mstep: Class 2 contains 88096 members 
Entering Unmasked Estep 
Score: -26857180.000000 Penalty: 6346.106934
	Iteration 13F: 3 clusters Score -2.685718e+07 nChanged 25843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297399 members 
Mstep: Class 2 contains 62857 members 
Entering Unmasked Estep 
Score: -26880090.000000 Penalty: 6346.106934
	Iteration 14F: 3 clusters Score -2.688009e+07 nChanged 20494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317213 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -26898186.000000 Penalty: 6346.106934
	Iteration 15F: 3 clusters Score -2.689819e+07 nChanged 13876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330365 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -26910166.000000 Penalty: 6346.106934
	Iteration 16Q: 3 clusters Score -2.691017e+07 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338542 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -26917326.000000 Penalty: 6346.106934
	Iteration 17Q: 3 clusters Score -2.691733e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343680 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -26921460.000000 Penalty: 6346.106934
	Iteration 18Q: 3 clusters Score -2.692146e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347103 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -26923770.000000 Penalty: 6346.106934
	Iteration 19Q: 3 clusters Score -2.692377e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349569 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -26925092.000000 Penalty: 6346.106934
	Iteration 20F: 3 clusters Score -2.692509e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351367 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -26925838.000000 Penalty: 6346.106934
	Iteration 21Q: 3 clusters Score -2.692584e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352750 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -26926452.000000 Penalty: 6346.106934
	Iteration 22Q: 3 clusters Score -2.692645e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353820 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -26926936.000000 Penalty: 6346.106934
	Iteration 23Q: 3 clusters Score -2.692694e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354650 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -26927286.000000 Penalty: 6346.106934
	Iteration 24Q: 3 clusters Score -2.692729e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355306 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -26927504.000000 Penalty: 6346.106934
	Iteration 25Q: 3 clusters Score -2.69275e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355863 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -26927728.000000 Penalty: 6346.106934
	Iteration 26Q: 3 clusters Score -2.692773e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356296 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -26927920.000000 Penalty: 6346.106934
	Iteration 27Q: 3 clusters Score -2.692792e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356614 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -26928118.000000 Penalty: 6346.106934
	Iteration 28Q: 3 clusters Score -2.692812e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356857 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -26928198.000000 Penalty: 6346.106934
	Iteration 29Q: 3 clusters Score -2.69282e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357055 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -26928320.000000 Penalty: 6346.106934
	Iteration 30Q: 3 clusters Score -2.692832e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357184 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -26928412.000000 Penalty: 6346.106934
	Iteration 31Q: 3 clusters Score -2.692841e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357283 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -26928466.000000 Penalty: 6346.106934
	Iteration 32Q: 3 clusters Score -2.692847e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357358 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -26928530.000000 Penalty: 6346.106934
	Iteration 33Q: 3 clusters Score -2.692853e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357433 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -26928564.000000 Penalty: 6346.106934
	Iteration 34Q: 3 clusters Score -2.692856e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357513 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -26928626.000000 Penalty: 6346.106934
	Iteration 35Q: 3 clusters Score -2.692863e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357564 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -26928634.000000 Penalty: 6346.106934
	Iteration 36Q: 3 clusters Score -2.692863e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357615 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -26928692.000000 Penalty: 6346.106934
	Iteration 37Q: 3 clusters Score -2.692869e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357656 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -26928696.000000 Penalty: 6346.106934
	Iteration 38Q: 3 clusters Score -2.69287e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357701 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -26928764.000000 Penalty: 6346.106934
	Iteration 39Q: 3 clusters Score -2.692876e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357748 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -26928824.000000 Penalty: 6346.106934
	Iteration 40F: 3 clusters Score -2.692882e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357767 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -26928848.000000 Penalty: 6346.106934
	Iteration 41Q: 3 clusters Score -2.692885e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357781 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -26928872.000000 Penalty: 6346.106934
	Iteration 42Q: 3 clusters Score -2.692887e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357805 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -26928914.000000 Penalty: 6346.106934
	Iteration 43Q: 3 clusters Score -2.692891e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357830 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -26928924.000000 Penalty: 6346.106934
	Iteration 44Q: 3 clusters Score -2.692892e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357844 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -26928950.000000 Penalty: 6346.106934
	Iteration 45Q: 3 clusters Score -2.692895e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357862 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -26928978.000000 Penalty: 6346.106934
	Iteration 46Q: 3 clusters Score -2.692898e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357873 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -26929044.000000 Penalty: 6346.106934
	Iteration 47Q: 3 clusters Score -2.692904e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357890 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -26929102.000000 Penalty: 6346.106934
	Iteration 48Q: 3 clusters Score -2.69291e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357900 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -26929070.000000 Penalty: 6346.106934
	Iteration 49Q: 3 clusters Score -2.692907e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357906 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -26929050.000000 Penalty: 6346.106934
	Iteration 50Q: 3 clusters Score -2.692905e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357901 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -26929056.000000 Penalty: 6346.106934
	Iteration 51Q: 3 clusters Score -2.692906e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357907 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -26929038.000000 Penalty: 6346.106934
	Iteration 52Q: 3 clusters Score -2.692904e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357907 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -26929018.000000 Penalty: 6346.106934
	Iteration 53Q: 3 clusters Score -2.692902e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357903 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -26929028.000000 Penalty: 6346.106934
	Iteration 54Q: 3 clusters Score -2.692903e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357898 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -26929032.000000 Penalty: 6346.106934
	Iteration 55Q: 3 clusters Score -2.692903e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357896 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -26929044.000000 Penalty: 6346.106934
	Iteration 56Q: 3 clusters Score -2.692904e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357897 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -26929048.000000 Penalty: 6346.106934
	Iteration 57Q: 3 clusters Score -2.692905e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357890 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -26929052.000000 Penalty: 6346.106934
	Iteration 58Q: 3 clusters Score -2.692905e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357887 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -26929084.000000 Penalty: 6346.106934
	Iteration 59Q: 3 clusters Score -2.692908e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357889 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -26929066.000000 Penalty: 6346.106934
	Iteration 60F: 3 clusters Score -2.692907e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357886 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -26929058.000000 Penalty: 6346.106934
	Iteration 61Q: 3 clusters Score -2.692906e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357885 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -26929068.000000 Penalty: 6346.106934
	Iteration 62Q: 3 clusters Score -2.692907e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357879 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -26929034.000000 Penalty: 6346.106934
	Iteration 63Q: 3 clusters Score -2.692903e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357878 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -26929026.000000 Penalty: 6346.106934
	Iteration 64Q: 3 clusters Score -2.692903e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357877 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -26929032.000000 Penalty: 6346.106934
	Iteration 65Q: 3 clusters Score -2.692903e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357876 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -26929032.000000 Penalty: 6346.106934
	Iteration 66Q: 3 clusters Score -2.692903e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357884 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -26929050.000000 Penalty: 6346.106934
	Iteration 67Q: 3 clusters Score -2.692905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357888 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -26929038.000000 Penalty: 6346.106934
	Iteration 68Q: 3 clusters Score -2.692904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357889 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -26929042.000000 Penalty: 6346.106934
	Iteration 69Q: 3 clusters Score -2.692904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357890 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -26929044.000000 Penalty: 6346.106934
	Iteration 70Q: 3 clusters Score -2.692904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357888 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -26929052.000000 Penalty: 6346.106934
	Iteration 71Q: 3 clusters Score -2.692905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357892 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -26929054.000000 Penalty: 6346.106934
	Iteration 72Q: 3 clusters Score -2.692905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357895 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -26929044.000000 Penalty: 6346.106934
	Iteration 73Q: 3 clusters Score -2.692904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357894 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -26929022.000000 Penalty: 6346.106934
	Iteration 74Q: 3 clusters Score -2.692902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357896 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -26929036.000000 Penalty: 6346.106934
	Iteration 75Q: 3 clusters Score -2.692904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357898 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -26929044.000000 Penalty: 6346.106934
	Iteration 76Q: 3 clusters Score -2.692904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357901 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -26929052.000000 Penalty: 6346.106934
	Iteration 77Q: 3 clusters Score -2.692905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357903 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -26929048.000000 Penalty: 6346.106934
	Iteration 78Q: 3 clusters Score -2.692905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357905 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -26929070.000000 Penalty: 6346.106934
	Iteration 79Q: 3 clusters Score -2.692907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357907 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -26929056.000000 Penalty: 6346.106934
	Iteration 80F: 3 clusters Score -2.692906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357909 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -26929058.000000 Penalty: 6346.106934
	Iteration 81Q: 3 clusters Score -2.692906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357913 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -26929060.000000 Penalty: 6346.106934
	Iteration 82Q: 3 clusters Score -2.692906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357911 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -26929050.000000 Penalty: 6346.106934
	Iteration 83Q: 3 clusters Score -2.692905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357908 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -26929052.000000 Penalty: 6346.106934
	Iteration 84Q: 3 clusters Score -2.692905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357906 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -26929058.000000 Penalty: 6346.106934
	Iteration 85Q: 3 clusters Score -2.692906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357905 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -26929050.000000 Penalty: 6346.106934
	Iteration 86Q: 3 clusters Score -2.692905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357904 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -26929064.000000 Penalty: 6346.106934
	Iteration 87Q: 3 clusters Score -2.692906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357903 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -26929062.000000 Penalty: 6346.106934
	Iteration 88Q: 3 clusters Score -2.692906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357903 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -26929062.000000 Penalty: 6346.106934
	Iteration 89F: 3 clusters Score -2.692906e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Entering Unmasked Estep 
Score: -2562218.000000 Penalty: 2573.531006
	Iteration 0F: 2 clusters Score -2562218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2540311.250000 Penalty: 5147.062012
	Iteration 0F: 3 clusters Score -2540311 nChanged 14383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2548215.500000 Penalty: 5147.062012
	Iteration 1F: 3 clusters Score -2548216 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2548757.500000 Penalty: 5147.062012
	Iteration 2Q: 3 clusters Score -2548758 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2549290.000000 Penalty: 5147.062012
	Iteration 3Q: 3 clusters Score -2549290 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2549886.000000 Penalty: 5147.062012
	Iteration 4Q: 3 clusters Score -2549886 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2550633.500000 Penalty: 5147.062012
	Iteration 5Q: 3 clusters Score -2550634 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2551539.250000 Penalty: 5147.062012
	Iteration 6F: 3 clusters Score -2551539 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2552704.500000 Penalty: 5147.062012
	Iteration 7F: 3 clusters Score -2552704 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2554125.500000 Penalty: 5147.062012
	Iteration 8F: 3 clusters Score -2554126 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2555595.750000 Penalty: 5147.062012
	Iteration 9F: 3 clusters Score -2555596 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2557052.250000 Penalty: 5147.062012
	Iteration 10F: 3 clusters Score -2557052 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2558070.250000 Penalty: 5147.062012
	Iteration 11Q: 3 clusters Score -2558070 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2558703.000000 Penalty: 5147.062012
	Iteration 12Q: 3 clusters Score -2558703 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2559169.250000 Penalty: 5147.062012
	Iteration 13Q: 3 clusters Score -2559169 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2559592.500000 Penalty: 5147.062012
	Iteration 14Q: 3 clusters Score -2559592 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2559927.500000 Penalty: 5147.062012
	Iteration 15Q: 3 clusters Score -2559928 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2560153.500000 Penalty: 5147.062012
	Iteration 16Q: 3 clusters Score -2560154 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2560299.250000 Penalty: 5147.062012
	Iteration 17Q: 3 clusters Score -2560299 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2560388.750000 Penalty: 5147.062012
	Iteration 18Q: 3 clusters Score -2560389 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2560449.250000 Penalty: 5147.062012
	Iteration 19Q: 3 clusters Score -2560449 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2560497.750000 Penalty: 5147.062012
	Iteration 20F: 3 clusters Score -2560498 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2560517.750000 Penalty: 5147.062012
	Iteration 21Q: 3 clusters Score -2560518 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2560540.750000 Penalty: 5147.062012
	Iteration 22Q: 3 clusters Score -2560541 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2560565.250000 Penalty: 5147.062012
	Iteration 23Q: 3 clusters Score -2560565 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2560586.250000 Penalty: 5147.062012
	Iteration 24Q: 3 clusters Score -2560586 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2560600.250000 Penalty: 5147.062012
	Iteration 25Q: 3 clusters Score -2560600 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2560604.500000 Penalty: 5147.062012
	Iteration 26Q: 3 clusters Score -2560604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2560608.250000 Penalty: 5147.062012
	Iteration 27Q: 3 clusters Score -2560608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2560620.500000 Penalty: 5147.062012
	Iteration 28Q: 3 clusters Score -2560620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2560627.250000 Penalty: 5147.062012
	Iteration 29Q: 3 clusters Score -2560627 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2560632.500000 Penalty: 5147.062012
	Iteration 30Q: 3 clusters Score -2560632 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2560649.750000 Penalty: 5147.062012
	Iteration 31Q: 3 clusters Score -2560650 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2560667.750000 Penalty: 5147.062012
	Iteration 32Q: 3 clusters Score -2560668 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2560674.500000 Penalty: 5147.062012
	Iteration 33Q: 3 clusters Score -2560674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -2560685.250000 Penalty: 5147.062012
	Iteration 34Q: 3 clusters Score -2560685 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2560690.250000 Penalty: 5147.062012
	Iteration 35Q: 3 clusters Score -2560690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2560693.750000 Penalty: 5147.062012
	Iteration 36Q: 3 clusters Score -2560694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2560699.250000 Penalty: 5147.062012
	Iteration 37Q: 3 clusters Score -2560699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2560706.500000 Penalty: 5147.062012
	Iteration 38Q: 3 clusters Score -2560706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2560705.000000 Penalty: 5147.062012
	Iteration 39Q: 3 clusters Score -2560705 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2560704.500000 Penalty: 5147.062012
	Iteration 40F: 3 clusters Score -2560704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2560711.000000 Penalty: 5147.062012
	Iteration 41Q: 3 clusters Score -2560711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2560713.000000 Penalty: 5147.062012
	Iteration 42Q: 3 clusters Score -2560713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2560717.750000 Penalty: 5147.062012
	Iteration 43Q: 3 clusters Score -2560718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2560723.250000 Penalty: 5147.062012
	Iteration 44Q: 3 clusters Score -2560723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2560725.250000 Penalty: 5147.062012
	Iteration 45Q: 3 clusters Score -2560725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2560724.000000 Penalty: 5147.062012
	Iteration 46Q: 3 clusters Score -2560724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2560730.750000 Penalty: 5147.062012
	Iteration 47Q: 3 clusters Score -2560731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2560730.000000 Penalty: 5147.062012
	Iteration 48Q: 3 clusters Score -2560730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2560732.250000 Penalty: 5147.062012
	Iteration 49Q: 3 clusters Score -2560732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2560732.500000 Penalty: 5147.062012
	Iteration 50Q: 3 clusters Score -2560732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2560736.250000 Penalty: 5147.062012
	Iteration 51Q: 3 clusters Score -2560736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2560740.250000 Penalty: 5147.062012
	Iteration 52Q: 3 clusters Score -2560740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2560740.000000 Penalty: 5147.062012
	Iteration 53Q: 3 clusters Score -2560740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2560738.750000 Penalty: 5147.062012
	Iteration 54Q: 3 clusters Score -2560739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2560739.000000 Penalty: 5147.062012
	Iteration 55Q: 3 clusters Score -2560739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2560738.750000 Penalty: 5147.062012
	Iteration 56Q: 3 clusters Score -2560739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2560743.000000 Penalty: 5147.062012
	Iteration 57Q: 3 clusters Score -2560743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2560743.000000 Penalty: 5147.062012
	Iteration 58F: 3 clusters Score -2560743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Entering Unmasked Estep 
Score: -242976.828125 Penalty: 2080.561035
	Iteration 0F: 2 clusters Score -242976.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -238984.234375 Penalty: 4161.122070
	Iteration 0F: 3 clusters Score -238984.2 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -240378.453125 Penalty: 4161.122070
	Iteration 1F: 3 clusters Score -240378.5 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -241056.625000 Penalty: 4161.122070
	Iteration 2F: 3 clusters Score -241056.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -241609.984375 Penalty: 4161.122070
	Iteration 3F: 3 clusters Score -241610 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -242068.281250 Penalty: 4161.122070
	Iteration 4F: 3 clusters Score -242068.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -242377.609375 Penalty: 4161.122070
	Iteration 5F: 3 clusters Score -242377.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -242576.859375 Penalty: 4161.122070
	Iteration 6Q: 3 clusters Score -242576.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -242711.609375 Penalty: 4161.122070
	Iteration 7Q: 3 clusters Score -242711.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -242793.859375 Penalty: 4161.122070
	Iteration 8Q: 3 clusters Score -242793.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -242855.093750 Penalty: 4161.122070
	Iteration 9Q: 3 clusters Score -242855.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -242894.078125 Penalty: 4161.122070
	Iteration 10Q: 3 clusters Score -242894.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -242928.546875 Penalty: 4161.122070
	Iteration 11Q: 3 clusters Score -242928.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -242949.796875 Penalty: 4161.122070
	Iteration 12Q: 3 clusters Score -242949.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -242966.921875 Penalty: 4161.122070
	Iteration 13Q: 3 clusters Score -242966.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -242984.062500 Penalty: 4161.122070
	Iteration 14Q: 3 clusters Score -242984.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -242999.984375 Penalty: 4161.122070
	Iteration 15Q: 3 clusters Score -243000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -243015.515625 Penalty: 4161.122070
	Iteration 16Q: 3 clusters Score -243015.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -243025.953125 Penalty: 4161.122070
	Iteration 17Q: 3 clusters Score -243026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -243034.765625 Penalty: 4161.122070
	Iteration 18Q: 3 clusters Score -243034.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -243042.984375 Penalty: 4161.122070
	Iteration 19Q: 3 clusters Score -243043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -243049.828125 Penalty: 4161.122070
	Iteration 20F: 3 clusters Score -243049.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -243056.078125 Penalty: 4161.122070
	Iteration 21Q: 3 clusters Score -243056.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -243059.937500 Penalty: 4161.122070
	Iteration 22Q: 3 clusters Score -243059.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -243065.156250 Penalty: 4161.122070
	Iteration 23Q: 3 clusters Score -243065.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -243070.265625 Penalty: 4161.122070
	Iteration 24Q: 3 clusters Score -243070.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -243074.906250 Penalty: 4161.122070
	Iteration 25Q: 3 clusters Score -243074.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -243078.218750 Penalty: 4161.122070
	Iteration 26Q: 3 clusters Score -243078.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -243080.875000 Penalty: 4161.122070
	Iteration 27Q: 3 clusters Score -243080.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -243081.671875 Penalty: 4161.122070
	Iteration 28Q: 3 clusters Score -243081.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -243082.515625 Penalty: 4161.122070
	Iteration 29Q: 3 clusters Score -243082.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -243083.875000 Penalty: 4161.122070
	Iteration 30Q: 3 clusters Score -243083.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -243087.671875 Penalty: 4161.122070
	Iteration 31Q: 3 clusters Score -243087.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -243090.187500 Penalty: 4161.122070
	Iteration 32Q: 3 clusters Score -243090.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -243091.234375 Penalty: 4161.122070
	Iteration 33Q: 3 clusters Score -243091.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -243091.703125 Penalty: 4161.122070
	Iteration 34Q: 3 clusters Score -243091.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -243093.359375 Penalty: 4161.122070
	Iteration 35Q: 3 clusters Score -243093.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -243093.968750 Penalty: 4161.122070
	Iteration 36Q: 3 clusters Score -243094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -243093.843750 Penalty: 4161.122070
	Iteration 37Q: 3 clusters Score -243093.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -243094.468750 Penalty: 4161.122070
	Iteration 38Q: 3 clusters Score -243094.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -243094.531250 Penalty: 4161.122070
	Iteration 39Q: 3 clusters Score -243094.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -243095.968750 Penalty: 4161.122070
	Iteration 40F: 3 clusters Score -243096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -243098.750000 Penalty: 4161.122070
	Iteration 41Q: 3 clusters Score -243098.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -243104.531250 Penalty: 4161.122070
	Iteration 42Q: 3 clusters Score -243104.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -243112.171875 Penalty: 4161.122070
	Iteration 43Q: 3 clusters Score -243112.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -243122.531250 Penalty: 4161.122070
	Iteration 44Q: 3 clusters Score -243122.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -243131.093750 Penalty: 4161.122070
	Iteration 45Q: 3 clusters Score -243131.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -243134.296875 Penalty: 4161.122070
	Iteration 46Q: 3 clusters Score -243134.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -243134.734375 Penalty: 4161.122070
	Iteration 47Q: 3 clusters Score -243134.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -243135.234375 Penalty: 4161.122070
	Iteration 48Q: 3 clusters Score -243135.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -243135.531250 Penalty: 4161.122070
	Iteration 49Q: 3 clusters Score -243135.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -243136.921875 Penalty: 4161.122070
	Iteration 50Q: 3 clusters Score -243136.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -243138.453125 Penalty: 4161.122070
	Iteration 51Q: 3 clusters Score -243138.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -243141.593750 Penalty: 4161.122070
	Iteration 52Q: 3 clusters Score -243141.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -243142.156250 Penalty: 4161.122070
	Iteration 53Q: 3 clusters Score -243142.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -243142.156250 Penalty: 4161.122070
	Iteration 54F: 3 clusters Score -243142.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 207817 members 
Mstep: Class 3 contains 80461 members 
Mstep: Class 4 contains 8101 members 
Mstep: Class 5 contains 206958 members 
Mstep: Class 6 contains 9578 members 
Mstep: Class 7 contains 4596 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80330 members 
Mstep: Class 10 contains 360256 members 
Mstep: Class 11 contains 32117 members 
Mstep: Class 12 contains 1390 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 6809 members 
Mstep: Class 16 contains 124581 members 
Mstep: Class 17 contains 22296 members 
Mstep: Class 18 contains 28369 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 10607 members 
Mstep: Class 21 contains 3908 members 
Mstep: Class 22 contains 10768 members 
Mstep: Class 23 contains 10884 members 
Mstep: Class 24 contains 946 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13821 members 
Mstep: Class 27 contains 16064 members 
Mstep: Class 28 contains 4317 members 
Mstep: Class 29 contains 32977 members 
Mstep: Class 30 contains 9398 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 4997 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28113 members 
Mstep: Class 35 contains 2582 members 
Mstep: Class 36 contains 9351 members 
Mstep: Class 37 contains 3372 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10716 members 
Mstep: Class 40 contains 5481 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1948 members 
Mstep: Class 43 contains 1639 members 
Mstep: Class 44 contains 3010 members 
Entering Unmasked Estep 
Score: -102295008.000000 Penalty: 154550.578125
Splitting cluster 12 changes total score from -102296520.000000 to -102295008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (4939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Entering Unmasked Estep 
Score: -352934.937500 Penalty: 2109.219727
	Iteration 0F: 2 clusters Score -352934.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -348444.125000 Penalty: 4218.439453
	Iteration 0F: 3 clusters Score -348444.1 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -349576.531250 Penalty: 4218.439453
	Iteration 1F: 3 clusters Score -349576.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -349851.968750 Penalty: 4218.439453
	Iteration 2F: 3 clusters Score -349852 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -350127.625000 Penalty: 4218.439453
	Iteration 3F: 3 clusters Score -350127.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -350452.656250 Penalty: 4218.439453
	Iteration 4F: 3 clusters Score -350452.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -350784.562500 Penalty: 4218.439453
	Iteration 5F: 3 clusters Score -350784.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -351131.937500 Penalty: 4218.439453
	Iteration 6F: 3 clusters Score -351131.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -351479.031250 Penalty: 4218.439453
	Iteration 7F: 3 clusters Score -351479 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -351761.812500 Penalty: 4218.439453
	Iteration 8F: 3 clusters Score -351761.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -351906.968750 Penalty: 4218.439453
	Iteration 9Q: 3 clusters Score -351907 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -351984.187500 Penalty: 4218.439453
	Iteration 10Q: 3 clusters Score -351984.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -352040.656250 Penalty: 4218.439453
	Iteration 11Q: 3 clusters Score -352040.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -352074.968750 Penalty: 4218.439453
	Iteration 12Q: 3 clusters Score -352075 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -352100.468750 Penalty: 4218.439453
	Iteration 13Q: 3 clusters Score -352100.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -352121.718750 Penalty: 4218.439453
	Iteration 14Q: 3 clusters Score -352121.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -352133.812500 Penalty: 4218.439453
	Iteration 15Q: 3 clusters Score -352133.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -352139.375000 Penalty: 4218.439453
	Iteration 16Q: 3 clusters Score -352139.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -352140.531250 Penalty: 4218.439453
	Iteration 17Q: 3 clusters Score -352140.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -352141.625000 Penalty: 4218.439453
	Iteration 18Q: 3 clusters Score -352141.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -352141.843750 Penalty: 4218.439453
	Iteration 19Q: 3 clusters Score -352141.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -352143.375000 Penalty: 4218.439453
	Iteration 20F: 3 clusters Score -352143.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -352145.031250 Penalty: 4218.439453
	Iteration 21Q: 3 clusters Score -352145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -352146.281250 Penalty: 4218.439453
	Iteration 22Q: 3 clusters Score -352146.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -352146.437500 Penalty: 4218.439453
	Iteration 23Q: 3 clusters Score -352146.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -352146.437500 Penalty: 4218.439453
	Iteration 24F: 3 clusters Score -352146.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Entering Unmasked Estep 
Score: -544300.312500 Penalty: 2200.411621
	Iteration 0F: 2 clusters Score -544300.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -538456.437500 Penalty: 4400.823242
	Iteration 0F: 3 clusters Score -538456.4 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -540083.062500 Penalty: 4400.823242
	Iteration 1F: 3 clusters Score -540083.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -540465.812500 Penalty: 4400.823242
	Iteration 2F: 3 clusters Score -540465.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -540716.625000 Penalty: 4400.823242
	Iteration 3F: 3 clusters Score -540716.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -540890.937500 Penalty: 4400.823242
	Iteration 4Q: 3 clusters Score -540890.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -541047.500000 Penalty: 4400.823242
	Iteration 5Q: 3 clusters Score -541047.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -541164.812500 Penalty: 4400.823242
	Iteration 6Q: 3 clusters Score -541164.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -541264.937500 Penalty: 4400.823242
	Iteration 7Q: 3 clusters Score -541264.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -541361.125000 Penalty: 4400.823242
	Iteration 8Q: 3 clusters Score -541361.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -541460.375000 Penalty: 4400.823242
	Iteration 9Q: 3 clusters Score -541460.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -541556.562500 Penalty: 4400.823242
	Iteration 10Q: 3 clusters Score -541556.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -541653.812500 Penalty: 4400.823242
	Iteration 11Q: 3 clusters Score -541653.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -541759.187500 Penalty: 4400.823242
	Iteration 12Q: 3 clusters Score -541759.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -541881.875000 Penalty: 4400.823242
	Iteration 13Q: 3 clusters Score -541881.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -542014.875000 Penalty: 4400.823242
	Iteration 14Q: 3 clusters Score -542014.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -542128.812500 Penalty: 4400.823242
	Iteration 15Q: 3 clusters Score -542128.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -542223.375000 Penalty: 4400.823242
	Iteration 16Q: 3 clusters Score -542223.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -542315.312500 Penalty: 4400.823242
	Iteration 17Q: 3 clusters Score -542315.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -542385.125000 Penalty: 4400.823242
	Iteration 18Q: 3 clusters Score -542385.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -542441.250000 Penalty: 4400.823242
	Iteration 19Q: 3 clusters Score -542441.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -542485.750000 Penalty: 4400.823242
	Iteration 20F: 3 clusters Score -542485.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -542531.750000 Penalty: 4400.823242
	Iteration 21Q: 3 clusters Score -542531.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -542576.187500 Penalty: 4400.823242
	Iteration 22Q: 3 clusters Score -542576.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -542610.250000 Penalty: 4400.823242
	Iteration 23Q: 3 clusters Score -542610.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -542635.000000 Penalty: 4400.823242
	Iteration 24Q: 3 clusters Score -542635 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -542652.250000 Penalty: 4400.823242
	Iteration 25Q: 3 clusters Score -542652.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -542664.437500 Penalty: 4400.823242
	Iteration 26Q: 3 clusters Score -542664.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -542675.937500 Penalty: 4400.823242
	Iteration 27Q: 3 clusters Score -542675.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -542684.312500 Penalty: 4400.823242
	Iteration 28Q: 3 clusters Score -542684.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -542693.125000 Penalty: 4400.823242
	Iteration 29Q: 3 clusters Score -542693.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -542699.937500 Penalty: 4400.823242
	Iteration 30Q: 3 clusters Score -542699.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -542704.687500 Penalty: 4400.823242
	Iteration 31Q: 3 clusters Score -542704.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -542707.250000 Penalty: 4400.823242
	Iteration 32Q: 3 clusters Score -542707.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -542712.875000 Penalty: 4400.823242
	Iteration 33Q: 3 clusters Score -542712.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -542721.875000 Penalty: 4400.823242
	Iteration 34Q: 3 clusters Score -542721.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -542732.250000 Penalty: 4400.823242
	Iteration 35Q: 3 clusters Score -542732.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -542736.812500 Penalty: 4400.823242
	Iteration 36Q: 3 clusters Score -542736.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -542742.687500 Penalty: 4400.823242
	Iteration 37Q: 3 clusters Score -542742.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -542747.062500 Penalty: 4400.823242
	Iteration 38Q: 3 clusters Score -542747.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -542752.937500 Penalty: 4400.823242
	Iteration 39Q: 3 clusters Score -542752.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -542756.562500 Penalty: 4400.823242
	Iteration 40F: 3 clusters Score -542756.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -542758.375000 Penalty: 4400.823242
	Iteration 41Q: 3 clusters Score -542758.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -542761.062500 Penalty: 4400.823242
	Iteration 42Q: 3 clusters Score -542761.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -542763.062500 Penalty: 4400.823242
	Iteration 43Q: 3 clusters Score -542763.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -542765.000000 Penalty: 4400.823242
	Iteration 44Q: 3 clusters Score -542765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -542766.750000 Penalty: 4400.823242
	Iteration 45Q: 3 clusters Score -542766.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -542773.062500 Penalty: 4400.823242
	Iteration 46Q: 3 clusters Score -542773.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -542777.000000 Penalty: 4400.823242
	Iteration 47Q: 3 clusters Score -542777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -542781.562500 Penalty: 4400.823242
	Iteration 48Q: 3 clusters Score -542781.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -542782.937500 Penalty: 4400.823242
	Iteration 49Q: 3 clusters Score -542782.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -542785.562500 Penalty: 4400.823242
	Iteration 50Q: 3 clusters Score -542785.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -542789.062500 Penalty: 4400.823242
	Iteration 51Q: 3 clusters Score -542789.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -542793.187500 Penalty: 4400.823242
	Iteration 52Q: 3 clusters Score -542793.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -542797.125000 Penalty: 4400.823242
	Iteration 53Q: 3 clusters Score -542797.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -542800.000000 Penalty: 4400.823242
	Iteration 54Q: 3 clusters Score -542800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -542803.250000 Penalty: 4400.823242
	Iteration 55Q: 3 clusters Score -542803.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -542805.437500 Penalty: 4400.823242
	Iteration 56Q: 3 clusters Score -542805.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -542808.875000 Penalty: 4400.823242
	Iteration 57Q: 3 clusters Score -542808.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -542811.000000 Penalty: 4400.823242
	Iteration 58Q: 3 clusters Score -542811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -542811.875000 Penalty: 4400.823242
	Iteration 59Q: 3 clusters Score -542811.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -542813.812500 Penalty: 4400.823242
	Iteration 60F: 3 clusters Score -542813.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -542814.187500 Penalty: 4400.823242
	Iteration 61Q: 3 clusters Score -542814.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -542815.562500 Penalty: 4400.823242
	Iteration 62Q: 3 clusters Score -542815.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -542814.812500 Penalty: 4400.823242
	Iteration 63Q: 3 clusters Score -542814.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -542814.812500 Penalty: 4400.823242
	Iteration 64F: 3 clusters Score -542814.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Entering Unmasked Estep 
Score: -507638.531250 Penalty: 2188.848145
	Iteration 0F: 2 clusters Score -507638.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -501994.906250 Penalty: 4377.696289
	Iteration 0F: 3 clusters Score -501994.9 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -503494.812500 Penalty: 4377.696289
	Iteration 1F: 3 clusters Score -503494.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -503783.281250 Penalty: 4377.696289
	Iteration 2F: 3 clusters Score -503783.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -504022.593750 Penalty: 4377.696289
	Iteration 3F: 3 clusters Score -504022.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -504277.187500 Penalty: 4377.696289
	Iteration 4Q: 3 clusters Score -504277.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -504543.187500 Penalty: 4377.696289
	Iteration 5F: 3 clusters Score -504543.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -504800.281250 Penalty: 4377.696289
	Iteration 6F: 3 clusters Score -504800.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -505048.750000 Penalty: 4377.696289
	Iteration 7Q: 3 clusters Score -505048.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -505282.312500 Penalty: 4377.696289
	Iteration 8Q: 3 clusters Score -505282.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -505506.343750 Penalty: 4377.696289
	Iteration 9Q: 3 clusters Score -505506.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -505681.062500 Penalty: 4377.696289
	Iteration 10Q: 3 clusters Score -505681.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -505836.375000 Penalty: 4377.696289
	Iteration 11Q: 3 clusters Score -505836.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -505955.031250 Penalty: 4377.696289
	Iteration 12Q: 3 clusters Score -505955 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -506036.656250 Penalty: 4377.696289
	Iteration 13Q: 3 clusters Score -506036.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -506097.750000 Penalty: 4377.696289
	Iteration 14Q: 3 clusters Score -506097.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -506134.500000 Penalty: 4377.696289
	Iteration 15Q: 3 clusters Score -506134.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -506162.000000 Penalty: 4377.696289
	Iteration 16Q: 3 clusters Score -506162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -506178.812500 Penalty: 4377.696289
	Iteration 17Q: 3 clusters Score -506178.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -506191.937500 Penalty: 4377.696289
	Iteration 18Q: 3 clusters Score -506191.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -506205.687500 Penalty: 4377.696289
	Iteration 19Q: 3 clusters Score -506205.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -506211.906250 Penalty: 4377.696289
	Iteration 20F: 3 clusters Score -506211.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -506221.093750 Penalty: 4377.696289
	Iteration 21Q: 3 clusters Score -506221.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -506228.000000 Penalty: 4377.696289
	Iteration 22Q: 3 clusters Score -506228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -506231.906250 Penalty: 4377.696289
	Iteration 23Q: 3 clusters Score -506231.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -506233.750000 Penalty: 4377.696289
	Iteration 24Q: 3 clusters Score -506233.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -506233.906250 Penalty: 4377.696289
	Iteration 25Q: 3 clusters Score -506233.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -506235.781250 Penalty: 4377.696289
	Iteration 26Q: 3 clusters Score -506235.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -506238.062500 Penalty: 4377.696289
	Iteration 27Q: 3 clusters Score -506238.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -506239.250000 Penalty: 4377.696289
	Iteration 28Q: 3 clusters Score -506239.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -506240.593750 Penalty: 4377.696289
	Iteration 29Q: 3 clusters Score -506240.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -506242.343750 Penalty: 4377.696289
	Iteration 30Q: 3 clusters Score -506242.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -506243.843750 Penalty: 4377.696289
	Iteration 31Q: 3 clusters Score -506243.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -506246.718750 Penalty: 4377.696289
	Iteration 32Q: 3 clusters Score -506246.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -506245.187500 Penalty: 4377.696289
	Iteration 33Q: 3 clusters Score -506245.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -506246.875000 Penalty: 4377.696289
	Iteration 34Q: 3 clusters Score -506246.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -506247.531250 Penalty: 4377.696289
	Iteration 35Q: 3 clusters Score -506247.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -506246.656250 Penalty: 4377.696289
	Iteration 36Q: 3 clusters Score -506246.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -506246.656250 Penalty: 4377.696289
	Iteration 37F: 3 clusters Score -506246.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (124581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124581 members 
Entering Unmasked Estep 
Score: -9532939.000000 Penalty: 2909.712402
	Iteration 0F: 2 clusters Score -9532939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62268 members 
Mstep: Class 2 contains 62313 members 
Entering Unmasked Estep 
Score: -9449921.000000 Penalty: 5819.424805
	Iteration 0F: 3 clusters Score -9449921 nChanged 59212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61172 members 
Mstep: Class 2 contains 63409 members 
Entering Unmasked Estep 
Score: -9484039.000000 Penalty: 5819.424805
	Iteration 1F: 3 clusters Score -9484039 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60487 members 
Mstep: Class 2 contains 64094 members 
Entering Unmasked Estep 
Score: -9484968.000000 Penalty: 5819.424805
	Iteration 2Q: 3 clusters Score -9484968 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59407 members 
Mstep: Class 2 contains 65174 members 
Entering Unmasked Estep 
Score: -9486015.000000 Penalty: 5819.424805
	Iteration 3Q: 3 clusters Score -9486015 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57831 members 
Mstep: Class 2 contains 66750 members 
Entering Unmasked Estep 
Score: -9487447.000000 Penalty: 5819.424805
	Iteration 4Q: 3 clusters Score -9487447 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55487 members 
Mstep: Class 2 contains 69094 members 
Entering Unmasked Estep 
Score: -9489273.000000 Penalty: 5819.424805
	Iteration 5Q: 3 clusters Score -9489273 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52164 members 
Mstep: Class 2 contains 72417 members 
Entering Unmasked Estep 
Score: -9491891.000000 Penalty: 5819.424805
	Iteration 6Q: 3 clusters Score -9491891 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 76996 members 
Entering Unmasked Estep 
Score: -9495678.000000 Penalty: 5819.424805
	Iteration 7F: 3 clusters Score -9495678 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 82587 members 
Entering Unmasked Estep 
Score: -9500905.000000 Penalty: 5819.424805
	Iteration 8F: 3 clusters Score -9500905 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 88555 members 
Entering Unmasked Estep 
Score: -9507196.000000 Penalty: 5819.424805
	Iteration 9F: 3 clusters Score -9507196 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 93706 members 
Entering Unmasked Estep 
Score: -9512904.000000 Penalty: 5819.424805
	Iteration 10F: 3 clusters Score -9512904 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 97541 members 
Entering Unmasked Estep 
Score: -9517183.000000 Penalty: 5819.424805
	Iteration 11Q: 3 clusters Score -9517183 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 100392 members 
Entering Unmasked Estep 
Score: -9519561.000000 Penalty: 5819.424805
	Iteration 12Q: 3 clusters Score -9519561 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 102760 members 
Entering Unmasked Estep 
Score: -9521088.000000 Penalty: 5819.424805
	Iteration 13Q: 3 clusters Score -9521088 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 104832 members 
Entering Unmasked Estep 
Score: -9522089.000000 Penalty: 5819.424805
	Iteration 14Q: 3 clusters Score -9522089 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 106754 members 
Entering Unmasked Estep 
Score: -9522954.000000 Penalty: 5819.424805
	Iteration 15Q: 3 clusters Score -9522954 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 108542 members 
Entering Unmasked Estep 
Score: -9523681.000000 Penalty: 5819.424805
	Iteration 16Q: 3 clusters Score -9523681 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 110250 members 
Entering Unmasked Estep 
Score: -9524472.000000 Penalty: 5819.424805
	Iteration 17Q: 3 clusters Score -9524472 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 111893 members 
Entering Unmasked Estep 
Score: -9525223.000000 Penalty: 5819.424805
	Iteration 18Q: 3 clusters Score -9525223 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 113468 members 
Entering Unmasked Estep 
Score: -9526011.000000 Penalty: 5819.424805
	Iteration 19Q: 3 clusters Score -9526011 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 114948 members 
Entering Unmasked Estep 
Score: -9526706.000000 Penalty: 5819.424805
	Iteration 20F: 3 clusters Score -9526706 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 116271 members 
Entering Unmasked Estep 
Score: -9527416.000000 Penalty: 5819.424805
	Iteration 21Q: 3 clusters Score -9527416 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 117408 members 
Entering Unmasked Estep 
Score: -9527908.000000 Penalty: 5819.424805
	Iteration 22Q: 3 clusters Score -9527908 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 118361 members 
Entering Unmasked Estep 
Score: -9528328.000000 Penalty: 5819.424805
	Iteration 23Q: 3 clusters Score -9528328 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 119204 members 
Entering Unmasked Estep 
Score: -9528742.000000 Penalty: 5819.424805
	Iteration 24Q: 3 clusters Score -9528742 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 119920 members 
Entering Unmasked Estep 
Score: -9529116.000000 Penalty: 5819.424805
	Iteration 25Q: 3 clusters Score -9529116 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 120558 members 
Entering Unmasked Estep 
Score: -9529399.000000 Penalty: 5819.424805
	Iteration 26Q: 3 clusters Score -9529399 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 121074 members 
Entering Unmasked Estep 
Score: -9529624.000000 Penalty: 5819.424805
	Iteration 27Q: 3 clusters Score -9529624 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 121494 members 
Entering Unmasked Estep 
Score: -9529811.000000 Penalty: 5819.424805
	Iteration 28Q: 3 clusters Score -9529811 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 121833 members 
Entering Unmasked Estep 
Score: -9529989.000000 Penalty: 5819.424805
	Iteration 29Q: 3 clusters Score -9529989 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 122099 members 
Entering Unmasked Estep 
Score: -9530120.000000 Penalty: 5819.424805
	Iteration 30Q: 3 clusters Score -9530120 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 122328 members 
Entering Unmasked Estep 
Score: -9530228.000000 Penalty: 5819.424805
	Iteration 31Q: 3 clusters Score -9530228 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 122505 members 
Entering Unmasked Estep 
Score: -9530308.000000 Penalty: 5819.424805
	Iteration 32Q: 3 clusters Score -9530308 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 122633 members 
Entering Unmasked Estep 
Score: -9530384.000000 Penalty: 5819.424805
	Iteration 33Q: 3 clusters Score -9530384 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 122736 members 
Entering Unmasked Estep 
Score: -9530412.000000 Penalty: 5819.424805
	Iteration 34Q: 3 clusters Score -9530412 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 122830 members 
Entering Unmasked Estep 
Score: -9530442.000000 Penalty: 5819.424805
	Iteration 35Q: 3 clusters Score -9530442 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 122903 members 
Entering Unmasked Estep 
Score: -9530464.000000 Penalty: 5819.424805
	Iteration 36Q: 3 clusters Score -9530464 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 122959 members 
Entering Unmasked Estep 
Score: -9530481.000000 Penalty: 5819.424805
	Iteration 37Q: 3 clusters Score -9530481 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 123015 members 
Entering Unmasked Estep 
Score: -9530506.000000 Penalty: 5819.424805
	Iteration 38Q: 3 clusters Score -9530506 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 123063 members 
Entering Unmasked Estep 
Score: -9530532.000000 Penalty: 5819.424805
	Iteration 39Q: 3 clusters Score -9530532 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 123103 members 
Entering Unmasked Estep 
Score: -9530536.000000 Penalty: 5819.424805
	Iteration 40F: 3 clusters Score -9530536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 123128 members 
Entering Unmasked Estep 
Score: -9530553.000000 Penalty: 5819.424805
	Iteration 41Q: 3 clusters Score -9530553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 123149 members 
Entering Unmasked Estep 
Score: -9530562.000000 Penalty: 5819.424805
	Iteration 42Q: 3 clusters Score -9530562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 123163 members 
Entering Unmasked Estep 
Score: -9530580.000000 Penalty: 5819.424805
	Iteration 43Q: 3 clusters Score -9530580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 123175 members 
Entering Unmasked Estep 
Score: -9530582.000000 Penalty: 5819.424805
	Iteration 44Q: 3 clusters Score -9530582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 123187 members 
Entering Unmasked Estep 
Score: -9530594.000000 Penalty: 5819.424805
	Iteration 45Q: 3 clusters Score -9530594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 123195 members 
Entering Unmasked Estep 
Score: -9530593.000000 Penalty: 5819.424805
	Iteration 46Q: 3 clusters Score -9530593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 123199 members 
Entering Unmasked Estep 
Score: -9530606.000000 Penalty: 5819.424805
	Iteration 47Q: 3 clusters Score -9530606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 123210 members 
Entering Unmasked Estep 
Score: -9530602.000000 Penalty: 5819.424805
	Iteration 48Q: 3 clusters Score -9530602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 123224 members 
Entering Unmasked Estep 
Score: -9530626.000000 Penalty: 5819.424805
	Iteration 49Q: 3 clusters Score -9530626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 123232 members 
Entering Unmasked Estep 
Score: -9530631.000000 Penalty: 5819.424805
	Iteration 50Q: 3 clusters Score -9530631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 123237 members 
Entering Unmasked Estep 
Score: -9530629.000000 Penalty: 5819.424805
	Iteration 51Q: 3 clusters Score -9530629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 123239 members 
Entering Unmasked Estep 
Score: -9530637.000000 Penalty: 5819.424805
	Iteration 52Q: 3 clusters Score -9530637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 123245 members 
Entering Unmasked Estep 
Score: -9530639.000000 Penalty: 5819.424805
	Iteration 53Q: 3 clusters Score -9530639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 123247 members 
Entering Unmasked Estep 
Score: -9530638.000000 Penalty: 5819.424805
	Iteration 54Q: 3 clusters Score -9530638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 123251 members 
Entering Unmasked Estep 
Score: -9530634.000000 Penalty: 5819.424805
	Iteration 55Q: 3 clusters Score -9530634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 123254 members 
Entering Unmasked Estep 
Score: -9530632.000000 Penalty: 5819.424805
	Iteration 56Q: 3 clusters Score -9530632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 123257 members 
Entering Unmasked Estep 
Score: -9530635.000000 Penalty: 5819.424805
	Iteration 57Q: 3 clusters Score -9530635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 123258 members 
Entering Unmasked Estep 
Score: -9530625.000000 Penalty: 5819.424805
	Iteration 58Q: 3 clusters Score -9530625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 123258 members 
Entering Unmasked Estep 
Score: -9530623.000000 Penalty: 5819.424805
	Iteration 59Q: 3 clusters Score -9530623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 123259 members 
Entering Unmasked Estep 
Score: -9530627.000000 Penalty: 5819.424805
	Iteration 60F: 3 clusters Score -9530627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Entering Unmasked Estep 
Score: -1495039.375000 Penalty: 2483.016113
	Iteration 0F: 2 clusters Score -1495039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1479567.625000 Penalty: 4966.032227
	Iteration 0F: 3 clusters Score -1479568 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1484768.750000 Penalty: 4966.032227
	Iteration 1F: 3 clusters Score -1484769 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1485286.375000 Penalty: 4966.032227
	Iteration 2F: 3 clusters Score -1485286 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1485761.250000 Penalty: 4966.032227
	Iteration 3F: 3 clusters Score -1485761 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1486243.625000 Penalty: 4966.032227
	Iteration 4Q: 3 clusters Score -1486244 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1486721.500000 Penalty: 4966.032227
	Iteration 5Q: 3 clusters Score -1486722 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1487214.500000 Penalty: 4966.032227
	Iteration 6Q: 3 clusters Score -1487214 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1487759.500000 Penalty: 4966.032227
	Iteration 7Q: 3 clusters Score -1487760 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1488309.750000 Penalty: 4966.032227
	Iteration 8Q: 3 clusters Score -1488310 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1488879.375000 Penalty: 4966.032227
	Iteration 9Q: 3 clusters Score -1488879 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1489528.375000 Penalty: 4966.032227
	Iteration 10Q: 3 clusters Score -1489528 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1490164.875000 Penalty: 4966.032227
	Iteration 11Q: 3 clusters Score -1490165 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1490755.250000 Penalty: 4966.032227
	Iteration 12Q: 3 clusters Score -1490755 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1491288.125000 Penalty: 4966.032227
	Iteration 13Q: 3 clusters Score -1491288 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1491731.125000 Penalty: 4966.032227
	Iteration 14Q: 3 clusters Score -1491731 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1492087.750000 Penalty: 4966.032227
	Iteration 15Q: 3 clusters Score -1492088 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1492342.750000 Penalty: 4966.032227
	Iteration 16Q: 3 clusters Score -1492343 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1492529.625000 Penalty: 4966.032227
	Iteration 17Q: 3 clusters Score -1492530 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1492659.125000 Penalty: 4966.032227
	Iteration 18Q: 3 clusters Score -1492659 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1492728.000000 Penalty: 4966.032227
	Iteration 19Q: 3 clusters Score -1492728 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1492776.875000 Penalty: 4966.032227
	Iteration 20F: 3 clusters Score -1492777 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1492816.250000 Penalty: 4966.032227
	Iteration 21Q: 3 clusters Score -1492816 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1492863.500000 Penalty: 4966.032227
	Iteration 22Q: 3 clusters Score -1492864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1492885.625000 Penalty: 4966.032227
	Iteration 23Q: 3 clusters Score -1492886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1492902.625000 Penalty: 4966.032227
	Iteration 24Q: 3 clusters Score -1492903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1492912.625000 Penalty: 4966.032227
	Iteration 25Q: 3 clusters Score -1492913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1492917.875000 Penalty: 4966.032227
	Iteration 26Q: 3 clusters Score -1492918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1492926.000000 Penalty: 4966.032227
	Iteration 27Q: 3 clusters Score -1492926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1492932.250000 Penalty: 4966.032227
	Iteration 28Q: 3 clusters Score -1492932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1492936.625000 Penalty: 4966.032227
	Iteration 29Q: 3 clusters Score -1492937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1492940.125000 Penalty: 4966.032227
	Iteration 30Q: 3 clusters Score -1492940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1492942.125000 Penalty: 4966.032227
	Iteration 31Q: 3 clusters Score -1492942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1492942.875000 Penalty: 4966.032227
	Iteration 32Q: 3 clusters Score -1492943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1492942.500000 Penalty: 4966.032227
	Iteration 33Q: 3 clusters Score -1492942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1492947.625000 Penalty: 4966.032227
	Iteration 34Q: 3 clusters Score -1492948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1492954.750000 Penalty: 4966.032227
	Iteration 35Q: 3 clusters Score -1492955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1492954.125000 Penalty: 4966.032227
	Iteration 36Q: 3 clusters Score -1492954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1492955.375000 Penalty: 4966.032227
	Iteration 37Q: 3 clusters Score -1492955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1492957.500000 Penalty: 4966.032227
	Iteration 38Q: 3 clusters Score -1492958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1492957.625000 Penalty: 4966.032227
	Iteration 39Q: 3 clusters Score -1492958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1492957.625000 Penalty: 4966.032227
	Iteration 40F: 3 clusters Score -1492958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Entering Unmasked Estep 
Score: -2128974.750000 Penalty: 2542.757080
	Iteration 0F: 2 clusters Score -2128975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2109380.000000 Penalty: 5085.514160
	Iteration 0F: 3 clusters Score -2109380 nChanged 12813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2116390.750000 Penalty: 5085.514160
	Iteration 1F: 3 clusters Score -2116391 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2117197.000000 Penalty: 5085.514160
	Iteration 2F: 3 clusters Score -2117197 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2118170.250000 Penalty: 5085.514160
	Iteration 3F: 3 clusters Score -2118170 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2119195.000000 Penalty: 5085.514160
	Iteration 4F: 3 clusters Score -2119195 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2120324.750000 Penalty: 5085.514160
	Iteration 5F: 3 clusters Score -2120325 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -2121562.750000 Penalty: 5085.514160
	Iteration 6F: 3 clusters Score -2121563 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2122729.000000 Penalty: 5085.514160
	Iteration 7F: 3 clusters Score -2122729 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2123672.000000 Penalty: 5085.514160
	Iteration 8F: 3 clusters Score -2123672 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2124387.500000 Penalty: 5085.514160
	Iteration 9Q: 3 clusters Score -2124388 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -2124863.500000 Penalty: 5085.514160
	Iteration 10Q: 3 clusters Score -2124864 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2125187.750000 Penalty: 5085.514160
	Iteration 11Q: 3 clusters Score -2125188 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2125436.500000 Penalty: 5085.514160
	Iteration 12Q: 3 clusters Score -2125436 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -2125691.250000 Penalty: 5085.514160
	Iteration 13Q: 3 clusters Score -2125691 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -2126023.250000 Penalty: 5085.514160
	Iteration 14Q: 3 clusters Score -2126023 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -2126443.750000 Penalty: 5085.514160
	Iteration 15Q: 3 clusters Score -2126444 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -2126743.750000 Penalty: 5085.514160
	Iteration 16Q: 3 clusters Score -2126744 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -2126935.500000 Penalty: 5085.514160
	Iteration 17Q: 3 clusters Score -2126936 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -2127067.750000 Penalty: 5085.514160
	Iteration 18Q: 3 clusters Score -2127068 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -2127190.000000 Penalty: 5085.514160
	Iteration 19Q: 3 clusters Score -2127190 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -2127266.750000 Penalty: 5085.514160
	Iteration 20F: 3 clusters Score -2127267 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -2127324.000000 Penalty: 5085.514160
	Iteration 21Q: 3 clusters Score -2127324 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -2127368.500000 Penalty: 5085.514160
	Iteration 22Q: 3 clusters Score -2127368 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -2127396.000000 Penalty: 5085.514160
	Iteration 23Q: 3 clusters Score -2127396 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -2127431.750000 Penalty: 5085.514160
	Iteration 24Q: 3 clusters Score -2127432 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -2127456.000000 Penalty: 5085.514160
	Iteration 25Q: 3 clusters Score -2127456 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -2127474.000000 Penalty: 5085.514160
	Iteration 26Q: 3 clusters Score -2127474 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -2127506.000000 Penalty: 5085.514160
	Iteration 27Q: 3 clusters Score -2127506 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -2127528.000000 Penalty: 5085.514160
	Iteration 28Q: 3 clusters Score -2127528 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -2127540.750000 Penalty: 5085.514160
	Iteration 29Q: 3 clusters Score -2127541 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -2127552.500000 Penalty: 5085.514160
	Iteration 30Q: 3 clusters Score -2127552 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -2127566.500000 Penalty: 5085.514160
	Iteration 31Q: 3 clusters Score -2127566 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -2127573.750000 Penalty: 5085.514160
	Iteration 32Q: 3 clusters Score -2127574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -2127583.750000 Penalty: 5085.514160
	Iteration 33Q: 3 clusters Score -2127584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -2127584.250000 Penalty: 5085.514160
	Iteration 34Q: 3 clusters Score -2127584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -2127591.500000 Penalty: 5085.514160
	Iteration 35Q: 3 clusters Score -2127592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -2127597.250000 Penalty: 5085.514160
	Iteration 36Q: 3 clusters Score -2127597 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -2127603.500000 Penalty: 5085.514160
	Iteration 37Q: 3 clusters Score -2127604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -2127611.750000 Penalty: 5085.514160
	Iteration 38Q: 3 clusters Score -2127612 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -2127620.250000 Penalty: 5085.514160
	Iteration 39Q: 3 clusters Score -2127620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -2127619.500000 Penalty: 5085.514160
	Iteration 40F: 3 clusters Score -2127620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -2127622.750000 Penalty: 5085.514160
	Iteration 41Q: 3 clusters Score -2127623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -2127626.000000 Penalty: 5085.514160
	Iteration 42Q: 3 clusters Score -2127626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -2127631.250000 Penalty: 5085.514160
	Iteration 43Q: 3 clusters Score -2127631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -2127639.500000 Penalty: 5085.514160
	Iteration 44Q: 3 clusters Score -2127640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -2127639.500000 Penalty: 5085.514160
	Iteration 45Q: 3 clusters Score -2127640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -2127635.250000 Penalty: 5085.514160
	Iteration 46Q: 3 clusters Score -2127635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -2127639.250000 Penalty: 5085.514160
	Iteration 47Q: 3 clusters Score -2127639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -2127642.750000 Penalty: 5085.514160
	Iteration 48Q: 3 clusters Score -2127643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -2127637.750000 Penalty: 5085.514160
	Iteration 49Q: 3 clusters Score -2127638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -2127639.750000 Penalty: 5085.514160
	Iteration 50Q: 3 clusters Score -2127640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -2127639.500000 Penalty: 5085.514160
	Iteration 51Q: 3 clusters Score -2127640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -2127644.000000 Penalty: 5085.514160
	Iteration 52Q: 3 clusters Score -2127644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -2127646.250000 Penalty: 5085.514160
	Iteration 53Q: 3 clusters Score -2127646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -2127648.250000 Penalty: 5085.514160
	Iteration 54Q: 3 clusters Score -2127648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -2127652.250000 Penalty: 5085.514160
	Iteration 55Q: 3 clusters Score -2127652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -2127654.250000 Penalty: 5085.514160
	Iteration 56Q: 3 clusters Score -2127654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -2127653.250000 Penalty: 5085.514160
	Iteration 57Q: 3 clusters Score -2127653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -2127658.500000 Penalty: 5085.514160
	Iteration 58Q: 3 clusters Score -2127658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -2127662.250000 Penalty: 5085.514160
	Iteration 59Q: 3 clusters Score -2127662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -2127663.750000 Penalty: 5085.514160
	Iteration 60F: 3 clusters Score -2127664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -2127662.750000 Penalty: 5085.514160
	Iteration 61Q: 3 clusters Score -2127663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -2127666.250000 Penalty: 5085.514160
	Iteration 62Q: 3 clusters Score -2127666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -2127665.250000 Penalty: 5085.514160
	Iteration 63Q: 3 clusters Score -2127665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -2127668.250000 Penalty: 5085.514160
	Iteration 64Q: 3 clusters Score -2127668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -2127668.500000 Penalty: 5085.514160
	Iteration 65Q: 3 clusters Score -2127668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -2127672.250000 Penalty: 5085.514160
	Iteration 66Q: 3 clusters Score -2127672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -2127671.250000 Penalty: 5085.514160
	Iteration 67Q: 3 clusters Score -2127671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -2127671.250000 Penalty: 5085.514160
	Iteration 68Q: 3 clusters Score -2127671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -2127674.500000 Penalty: 5085.514160
	Iteration 69Q: 3 clusters Score -2127674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -2127674.500000 Penalty: 5085.514160
	Iteration 70F: 3 clusters Score -2127674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Entering Unmasked Estep 
Score: -179881.765625 Penalty: 1954.814087
	Iteration 0F: 2 clusters Score -179881.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -176846.843750 Penalty: 3909.628174
	Iteration 0F: 3 clusters Score -176846.8 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -177565.359375 Penalty: 3909.628174
	Iteration 1F: 3 clusters Score -177565.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -178030.890625 Penalty: 3909.628174
	Iteration 2F: 3 clusters Score -178030.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -178459.765625 Penalty: 3909.628174
	Iteration 3F: 3 clusters Score -178459.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -178835.437500 Penalty: 3909.628174
	Iteration 4F: 3 clusters Score -178835.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -179133.390625 Penalty: 3909.628174
	Iteration 5F: 3 clusters Score -179133.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -179323.890625 Penalty: 3909.628174
	Iteration 6F: 3 clusters Score -179323.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -179443.015625 Penalty: 3909.628174
	Iteration 7Q: 3 clusters Score -179443 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -179534.562500 Penalty: 3909.628174
	Iteration 8Q: 3 clusters Score -179534.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -179601.281250 Penalty: 3909.628174
	Iteration 9Q: 3 clusters Score -179601.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -179647.984375 Penalty: 3909.628174
	Iteration 10Q: 3 clusters Score -179648 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -179705.046875 Penalty: 3909.628174
	Iteration 11Q: 3 clusters Score -179705 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -179764.046875 Penalty: 3909.628174
	Iteration 12Q: 3 clusters Score -179764 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -179819.734375 Penalty: 3909.628174
	Iteration 13Q: 3 clusters Score -179819.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -179859.937500 Penalty: 3909.628174
	Iteration 14Q: 3 clusters Score -179859.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -179892.765625 Penalty: 3909.628174
	Iteration 15Q: 3 clusters Score -179892.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -179921.796875 Penalty: 3909.628174
	Iteration 16Q: 3 clusters Score -179921.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -179964.609375 Penalty: 3909.628174
	Iteration 17Q: 3 clusters Score -179964.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -180005.125000 Penalty: 3909.628174
	Iteration 18Q: 3 clusters Score -180005.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -180038.187500 Penalty: 3909.628174
	Iteration 19Q: 3 clusters Score -180038.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -180064.000000 Penalty: 3909.628174
	Iteration 20F: 3 clusters Score -180064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -180077.187500 Penalty: 3909.628174
	Iteration 21Q: 3 clusters Score -180077.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -180088.515625 Penalty: 3909.628174
	Iteration 22Q: 3 clusters Score -180088.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -180097.875000 Penalty: 3909.628174
	Iteration 23Q: 3 clusters Score -180097.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -180104.546875 Penalty: 3909.628174
	Iteration 24Q: 3 clusters Score -180104.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -180120.375000 Penalty: 3909.628174
	Iteration 25Q: 3 clusters Score -180120.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -180125.156250 Penalty: 3909.628174
	Iteration 26Q: 3 clusters Score -180125.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -180128.640625 Penalty: 3909.628174
	Iteration 27Q: 3 clusters Score -180128.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -180134.765625 Penalty: 3909.628174
	Iteration 28Q: 3 clusters Score -180134.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -180141.593750 Penalty: 3909.628174
	Iteration 29Q: 3 clusters Score -180141.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -180145.984375 Penalty: 3909.628174
	Iteration 30Q: 3 clusters Score -180146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -180149.718750 Penalty: 3909.628174
	Iteration 31Q: 3 clusters Score -180149.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -180151.218750 Penalty: 3909.628174
	Iteration 32Q: 3 clusters Score -180151.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -180152.515625 Penalty: 3909.628174
	Iteration 33Q: 3 clusters Score -180152.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -180152.500000 Penalty: 3909.628174
	Iteration 34Q: 3 clusters Score -180152.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -180153.531250 Penalty: 3909.628174
	Iteration 35Q: 3 clusters Score -180153.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -180154.562500 Penalty: 3909.628174
	Iteration 36Q: 3 clusters Score -180154.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -180156.593750 Penalty: 3909.628174
	Iteration 37Q: 3 clusters Score -180156.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -180158.671875 Penalty: 3909.628174
	Iteration 38Q: 3 clusters Score -180158.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -180158.671875 Penalty: 3909.628174
	Iteration 39F: 3 clusters Score -180158.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 207817 members 
Mstep: Class 3 contains 80461 members 
Mstep: Class 4 contains 8101 members 
Mstep: Class 5 contains 206958 members 
Mstep: Class 6 contains 9578 members 
Mstep: Class 7 contains 4596 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80330 members 
Mstep: Class 10 contains 360256 members 
Mstep: Class 11 contains 32117 members 
Mstep: Class 12 contains 4400 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 6809 members 
Mstep: Class 16 contains 124581 members 
Mstep: Class 17 contains 22296 members 
Mstep: Class 18 contains 28369 members 
Mstep: Class 19 contains 1244 members 
Mstep: Class 20 contains 10607 members 
Mstep: Class 21 contains 3908 members 
Mstep: Class 22 contains 10768 members 
Mstep: Class 23 contains 10884 members 
Mstep: Class 24 contains 946 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13821 members 
Mstep: Class 27 contains 16064 members 
Mstep: Class 28 contains 4317 members 
Mstep: Class 29 contains 32977 members 
Mstep: Class 30 contains 9398 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 4997 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28113 members 
Mstep: Class 35 contains 2582 members 
Mstep: Class 36 contains 9351 members 
Mstep: Class 37 contains 3372 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10716 members 
Mstep: Class 40 contains 5481 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1948 members 
Mstep: Class 43 contains 1639 members 
Mstep: Class 44 contains 1406 members 
Entering Unmasked Estep 
Score: -102295328.000000 Penalty: 154550.578125
Splitting cluster 19 changes total score from -102296520.000000 to -102295328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (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: -811564.937500 Penalty: 2298.778809
	Iteration 0F: 2 clusters Score -811564.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -803515.500000 Penalty: 4597.557617
	Iteration 0F: 3 clusters Score -803515.5 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -805814.937500 Penalty: 4597.557617
	Iteration 1F: 3 clusters Score -805814.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -806084.187500 Penalty: 4597.557617
	Iteration 2F: 3 clusters Score -806084.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -806283.937500 Penalty: 4597.557617
	Iteration 3Q: 3 clusters Score -806283.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -806423.562500 Penalty: 4597.557617
	Iteration 4Q: 3 clusters Score -806423.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -806530.687500 Penalty: 4597.557617
	Iteration 5Q: 3 clusters Score -806530.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -806649.875000 Penalty: 4597.557617
	Iteration 6Q: 3 clusters Score -806649.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -806785.875000 Penalty: 4597.557617
	Iteration 7Q: 3 clusters Score -806785.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -806940.187500 Penalty: 4597.557617
	Iteration 8Q: 3 clusters Score -806940.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -807120.562500 Penalty: 4597.557617
	Iteration 9Q: 3 clusters Score -807120.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -807350.750000 Penalty: 4597.557617
	Iteration 10Q: 3 clusters Score -807350.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -807621.687500 Penalty: 4597.557617
	Iteration 11Q: 3 clusters Score -807621.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -807951.000000 Penalty: 4597.557617
	Iteration 12Q: 3 clusters Score -807951 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -808299.125000 Penalty: 4597.557617
	Iteration 13Q: 3 clusters Score -808299.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -808624.437500 Penalty: 4597.557617
	Iteration 14Q: 3 clusters Score -808624.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -808925.687500 Penalty: 4597.557617
	Iteration 15Q: 3 clusters Score -808925.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -809130.562500 Penalty: 4597.557617
	Iteration 16Q: 3 clusters Score -809130.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -809245.750000 Penalty: 4597.557617
	Iteration 17Q: 3 clusters Score -809245.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -809340.750000 Penalty: 4597.557617
	Iteration 18Q: 3 clusters Score -809340.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -809390.562500 Penalty: 4597.557617
	Iteration 19Q: 3 clusters Score -809390.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -809416.187500 Penalty: 4597.557617
	Iteration 20F: 3 clusters Score -809416.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -809427.750000 Penalty: 4597.557617
	Iteration 21Q: 3 clusters Score -809427.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -809438.562500 Penalty: 4597.557617
	Iteration 22Q: 3 clusters Score -809438.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -809455.437500 Penalty: 4597.557617
	Iteration 23Q: 3 clusters Score -809455.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -809477.562500 Penalty: 4597.557617
	Iteration 24Q: 3 clusters Score -809477.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -809499.750000 Penalty: 4597.557617
	Iteration 25Q: 3 clusters Score -809499.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -809511.625000 Penalty: 4597.557617
	Iteration 26Q: 3 clusters Score -809511.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -809521.687500 Penalty: 4597.557617
	Iteration 27Q: 3 clusters Score -809521.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -809524.000000 Penalty: 4597.557617
	Iteration 28Q: 3 clusters Score -809524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -809527.062500 Penalty: 4597.557617
	Iteration 29Q: 3 clusters Score -809527.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -809528.750000 Penalty: 4597.557617
	Iteration 30Q: 3 clusters Score -809528.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -809528.562500 Penalty: 4597.557617
	Iteration 31Q: 3 clusters Score -809528.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -809528.562500 Penalty: 4597.557617
	Iteration 32F: 3 clusters Score -809528.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Entering Unmasked Estep 
Score: -256328.375000 Penalty: 2051.153564
	Iteration 0F: 2 clusters Score -256328.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -252501.906250 Penalty: 4102.307129
	Iteration 0F: 3 clusters Score -252501.9 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -253457.546875 Penalty: 4102.307129
	Iteration 1F: 3 clusters Score -253457.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -253749.718750 Penalty: 4102.307129
	Iteration 2F: 3 clusters Score -253749.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -253937.453125 Penalty: 4102.307129
	Iteration 3F: 3 clusters Score -253937.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -254075.109375 Penalty: 4102.307129
	Iteration 4Q: 3 clusters Score -254075.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -254188.078125 Penalty: 4102.307129
	Iteration 5Q: 3 clusters Score -254188.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -254270.531250 Penalty: 4102.307129
	Iteration 6Q: 3 clusters Score -254270.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -254325.265625 Penalty: 4102.307129
	Iteration 7Q: 3 clusters Score -254325.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -254373.828125 Penalty: 4102.307129
	Iteration 8Q: 3 clusters Score -254373.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -254417.031250 Penalty: 4102.307129
	Iteration 9Q: 3 clusters Score -254417 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -254462.250000 Penalty: 4102.307129
	Iteration 10Q: 3 clusters Score -254462.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -254522.796875 Penalty: 4102.307129
	Iteration 11Q: 3 clusters Score -254522.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -254574.531250 Penalty: 4102.307129
	Iteration 12Q: 3 clusters Score -254574.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -254625.296875 Penalty: 4102.307129
	Iteration 13Q: 3 clusters Score -254625.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -254678.046875 Penalty: 4102.307129
	Iteration 14Q: 3 clusters Score -254678 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -254722.515625 Penalty: 4102.307129
	Iteration 15Q: 3 clusters Score -254722.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -254757.687500 Penalty: 4102.307129
	Iteration 16Q: 3 clusters Score -254757.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -254790.296875 Penalty: 4102.307129
	Iteration 17Q: 3 clusters Score -254790.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -254806.921875 Penalty: 4102.307129
	Iteration 18Q: 3 clusters Score -254806.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -254823.796875 Penalty: 4102.307129
	Iteration 19Q: 3 clusters Score -254823.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -254843.453125 Penalty: 4102.307129
	Iteration 20F: 3 clusters Score -254843.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -254856.781250 Penalty: 4102.307129
	Iteration 21Q: 3 clusters Score -254856.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -254867.671875 Penalty: 4102.307129
	Iteration 22Q: 3 clusters Score -254867.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -254880.968750 Penalty: 4102.307129
	Iteration 23Q: 3 clusters Score -254881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -254892.187500 Penalty: 4102.307129
	Iteration 24Q: 3 clusters Score -254892.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -254899.218750 Penalty: 4102.307129
	Iteration 25Q: 3 clusters Score -254899.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -254903.296875 Penalty: 4102.307129
	Iteration 26Q: 3 clusters Score -254903.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -254906.171875 Penalty: 4102.307129
	Iteration 27Q: 3 clusters Score -254906.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -254909.921875 Penalty: 4102.307129
	Iteration 28Q: 3 clusters Score -254909.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -254915.218750 Penalty: 4102.307129
	Iteration 29Q: 3 clusters Score -254915.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -254920.531250 Penalty: 4102.307129
	Iteration 30Q: 3 clusters Score -254920.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -254924.093750 Penalty: 4102.307129
	Iteration 31Q: 3 clusters Score -254924.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -254927.031250 Penalty: 4102.307129
	Iteration 32Q: 3 clusters Score -254927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -254928.625000 Penalty: 4102.307129
	Iteration 33Q: 3 clusters Score -254928.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -254931.015625 Penalty: 4102.307129
	Iteration 34Q: 3 clusters Score -254931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -254931.656250 Penalty: 4102.307129
	Iteration 35Q: 3 clusters Score -254931.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -254931.765625 Penalty: 4102.307129
	Iteration 36Q: 3 clusters Score -254931.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -254931.765625 Penalty: 4102.307129
	Iteration 37F: 3 clusters Score -254931.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Entering Unmasked Estep 
Score: -829800.375000 Penalty: 2302.514893
	Iteration 0F: 2 clusters Score -829800.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -821765.687500 Penalty: 4605.029785
	Iteration 0F: 3 clusters Score -821765.7 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -824100.875000 Penalty: 4605.029785
	Iteration 1F: 3 clusters Score -824100.9 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -824377.875000 Penalty: 4605.029785
	Iteration 2F: 3 clusters Score -824377.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -824580.625000 Penalty: 4605.029785
	Iteration 3Q: 3 clusters Score -824580.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -824753.750000 Penalty: 4605.029785
	Iteration 4Q: 3 clusters Score -824753.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -824929.687500 Penalty: 4605.029785
	Iteration 5Q: 3 clusters Score -824929.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -825113.437500 Penalty: 4605.029785
	Iteration 6Q: 3 clusters Score -825113.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -825306.125000 Penalty: 4605.029785
	Iteration 7Q: 3 clusters Score -825306.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -825503.937500 Penalty: 4605.029785
	Iteration 8Q: 3 clusters Score -825503.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -825717.937500 Penalty: 4605.029785
	Iteration 9Q: 3 clusters Score -825717.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -825951.625000 Penalty: 4605.029785
	Iteration 10Q: 3 clusters Score -825951.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -826204.000000 Penalty: 4605.029785
	Iteration 11Q: 3 clusters Score -826204 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -826502.187500 Penalty: 4605.029785
	Iteration 12Q: 3 clusters Score -826502.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -826808.312500 Penalty: 4605.029785
	Iteration 13Q: 3 clusters Score -826808.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -827117.187500 Penalty: 4605.029785
	Iteration 14Q: 3 clusters Score -827117.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -827406.625000 Penalty: 4605.029785
	Iteration 15Q: 3 clusters Score -827406.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -827643.687500 Penalty: 4605.029785
	Iteration 16Q: 3 clusters Score -827643.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -827834.625000 Penalty: 4605.029785
	Iteration 17Q: 3 clusters Score -827834.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -828007.875000 Penalty: 4605.029785
	Iteration 18Q: 3 clusters Score -828007.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -828154.812500 Penalty: 4605.029785
	Iteration 19Q: 3 clusters Score -828154.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -828287.125000 Penalty: 4605.029785
	Iteration 20F: 3 clusters Score -828287.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -828402.375000 Penalty: 4605.029785
	Iteration 21Q: 3 clusters Score -828402.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -828527.250000 Penalty: 4605.029785
	Iteration 22Q: 3 clusters Score -828527.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -828601.187500 Penalty: 4605.029785
	Iteration 23Q: 3 clusters Score -828601.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -828676.750000 Penalty: 4605.029785
	Iteration 24Q: 3 clusters Score -828676.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -828717.812500 Penalty: 4605.029785
	Iteration 25Q: 3 clusters Score -828717.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -828743.500000 Penalty: 4605.029785
	Iteration 26Q: 3 clusters Score -828743.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -828758.687500 Penalty: 4605.029785
	Iteration 27Q: 3 clusters Score -828758.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -828775.750000 Penalty: 4605.029785
	Iteration 28Q: 3 clusters Score -828775.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -828786.125000 Penalty: 4605.029785
	Iteration 29Q: 3 clusters Score -828786.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -828792.187500 Penalty: 4605.029785
	Iteration 30Q: 3 clusters Score -828792.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -828795.125000 Penalty: 4605.029785
	Iteration 31Q: 3 clusters Score -828795.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -828800.937500 Penalty: 4605.029785
	Iteration 32Q: 3 clusters Score -828800.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -828801.562500 Penalty: 4605.029785
	Iteration 33Q: 3 clusters Score -828801.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -828804.625000 Penalty: 4605.029785
	Iteration 34Q: 3 clusters Score -828804.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -828804.812500 Penalty: 4605.029785
	Iteration 35Q: 3 clusters Score -828804.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -828805.062500 Penalty: 4605.029785
	Iteration 36Q: 3 clusters Score -828805.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -828805.312500 Penalty: 4605.029785
	Iteration 37Q: 3 clusters Score -828805.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -828806.187500 Penalty: 4605.029785
	Iteration 38Q: 3 clusters Score -828806.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -828806.187500 Penalty: 4605.029785
	Iteration 39F: 3 clusters Score -828806.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Entering Unmasked Estep 
Score: -791568.062500 Penalty: 2305.172119
	Iteration 0F: 2 clusters Score -791568.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -783409.812500 Penalty: 4610.344238
	Iteration 0F: 3 clusters Score -783409.8 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -785852.125000 Penalty: 4610.344238
	Iteration 1F: 3 clusters Score -785852.1 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -786185.062500 Penalty: 4610.344238
	Iteration 2F: 3 clusters Score -786185.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -786460.125000 Penalty: 4610.344238
	Iteration 3F: 3 clusters Score -786460.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -786645.625000 Penalty: 4610.344238
	Iteration 4Q: 3 clusters Score -786645.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -786792.750000 Penalty: 4610.344238
	Iteration 5Q: 3 clusters Score -786792.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -786926.812500 Penalty: 4610.344238
	Iteration 6Q: 3 clusters Score -786926.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -787064.437500 Penalty: 4610.344238
	Iteration 7Q: 3 clusters Score -787064.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -787203.937500 Penalty: 4610.344238
	Iteration 8Q: 3 clusters Score -787203.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -787353.000000 Penalty: 4610.344238
	Iteration 9Q: 3 clusters Score -787353 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -787493.000000 Penalty: 4610.344238
	Iteration 10Q: 3 clusters Score -787493 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -787618.500000 Penalty: 4610.344238
	Iteration 11Q: 3 clusters Score -787618.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -787724.375000 Penalty: 4610.344238
	Iteration 12Q: 3 clusters Score -787724.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -787862.937500 Penalty: 4610.344238
	Iteration 13Q: 3 clusters Score -787862.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -788010.312500 Penalty: 4610.344238
	Iteration 14Q: 3 clusters Score -788010.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -788143.812500 Penalty: 4610.344238
	Iteration 15Q: 3 clusters Score -788143.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -788257.500000 Penalty: 4610.344238
	Iteration 16Q: 3 clusters Score -788257.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -788361.437500 Penalty: 4610.344238
	Iteration 17Q: 3 clusters Score -788361.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -788455.437500 Penalty: 4610.344238
	Iteration 18Q: 3 clusters Score -788455.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -788537.687500 Penalty: 4610.344238
	Iteration 19Q: 3 clusters Score -788537.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -788607.750000 Penalty: 4610.344238
	Iteration 20F: 3 clusters Score -788607.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -788672.750000 Penalty: 4610.344238
	Iteration 21Q: 3 clusters Score -788672.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -788752.750000 Penalty: 4610.344238
	Iteration 22Q: 3 clusters Score -788752.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -788827.562500 Penalty: 4610.344238
	Iteration 23Q: 3 clusters Score -788827.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -788909.875000 Penalty: 4610.344238
	Iteration 24Q: 3 clusters Score -788909.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -788983.250000 Penalty: 4610.344238
	Iteration 25Q: 3 clusters Score -788983.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -789052.562500 Penalty: 4610.344238
	Iteration 26Q: 3 clusters Score -789052.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -789125.062500 Penalty: 4610.344238
	Iteration 27Q: 3 clusters Score -789125.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -789209.562500 Penalty: 4610.344238
	Iteration 28Q: 3 clusters Score -789209.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -789288.875000 Penalty: 4610.344238
	Iteration 29Q: 3 clusters Score -789288.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -789358.062500 Penalty: 4610.344238
	Iteration 30Q: 3 clusters Score -789358.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -789426.312500 Penalty: 4610.344238
	Iteration 31Q: 3 clusters Score -789426.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -789490.875000 Penalty: 4610.344238
	Iteration 32Q: 3 clusters Score -789490.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -789542.687500 Penalty: 4610.344238
	Iteration 33Q: 3 clusters Score -789542.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -789574.000000 Penalty: 4610.344238
	Iteration 34Q: 3 clusters Score -789574 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -789597.687500 Penalty: 4610.344238
	Iteration 35Q: 3 clusters Score -789597.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -789613.937500 Penalty: 4610.344238
	Iteration 36Q: 3 clusters Score -789613.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -789628.187500 Penalty: 4610.344238
	Iteration 37Q: 3 clusters Score -789628.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -789643.750000 Penalty: 4610.344238
	Iteration 38Q: 3 clusters Score -789643.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -789655.500000 Penalty: 4610.344238
	Iteration 39Q: 3 clusters Score -789655.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -789666.125000 Penalty: 4610.344238
	Iteration 40F: 3 clusters Score -789666.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -789680.500000 Penalty: 4610.344238
	Iteration 41Q: 3 clusters Score -789680.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -789691.000000 Penalty: 4610.344238
	Iteration 42Q: 3 clusters Score -789691 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -789703.250000 Penalty: 4610.344238
	Iteration 43Q: 3 clusters Score -789703.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -789711.750000 Penalty: 4610.344238
	Iteration 44Q: 3 clusters Score -789711.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -789720.437500 Penalty: 4610.344238
	Iteration 45Q: 3 clusters Score -789720.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -789726.312500 Penalty: 4610.344238
	Iteration 46Q: 3 clusters Score -789726.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -789736.687500 Penalty: 4610.344238
	Iteration 47Q: 3 clusters Score -789736.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -789747.375000 Penalty: 4610.344238
	Iteration 48Q: 3 clusters Score -789747.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -789753.625000 Penalty: 4610.344238
	Iteration 49Q: 3 clusters Score -789753.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -789761.937500 Penalty: 4610.344238
	Iteration 50Q: 3 clusters Score -789761.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -789770.312500 Penalty: 4610.344238
	Iteration 51Q: 3 clusters Score -789770.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -789771.875000 Penalty: 4610.344238
	Iteration 52Q: 3 clusters Score -789771.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -789774.812500 Penalty: 4610.344238
	Iteration 53Q: 3 clusters Score -789774.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -789773.500000 Penalty: 4610.344238
	Iteration 54Q: 3 clusters Score -789773.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -789777.375000 Penalty: 4610.344238
	Iteration 55Q: 3 clusters Score -789777.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -789776.562500 Penalty: 4610.344238
	Iteration 56Q: 3 clusters Score -789776.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -789776.625000 Penalty: 4610.344238
	Iteration 57Q: 3 clusters Score -789776.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -789777.062500 Penalty: 4610.344238
	Iteration 58Q: 3 clusters Score -789777.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -789779.125000 Penalty: 4610.344238
	Iteration 59Q: 3 clusters Score -789779.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -789779.937500 Penalty: 4610.344238
	Iteration 60F: 3 clusters Score -789779.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -789779.750000 Penalty: 4610.344238
	Iteration 61Q: 3 clusters Score -789779.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -789779.750000 Penalty: 4610.344238
	Iteration 62F: 3 clusters Score -789779.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -64403.968750 Penalty: 1699.356079
	Iteration 0F: 2 clusters Score -64403.97 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 509 members 
Entering Unmasked Estep 
Score: -62549.007812 Penalty: 3398.712158
	Iteration 0F: 3 clusters Score -62549.01 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -62830.210938 Penalty: 3398.712158
	Iteration 1F: 3 clusters Score -62830.21 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -62901.402344 Penalty: 3398.712158
	Iteration 2F: 3 clusters Score -62901.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -62946.730469 Penalty: 3398.712158
	Iteration 3Q: 3 clusters Score -62946.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -62977.992188 Penalty: 3398.712158
	Iteration 4Q: 3 clusters Score -62977.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -63000.113281 Penalty: 3398.712158
	Iteration 5Q: 3 clusters Score -63000.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -63025.136719 Penalty: 3398.712158
	Iteration 6Q: 3 clusters Score -63025.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -63044.742188 Penalty: 3398.712158
	Iteration 7Q: 3 clusters Score -63044.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -63060.804688 Penalty: 3398.712158
	Iteration 8Q: 3 clusters Score -63060.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -63075.964844 Penalty: 3398.712158
	Iteration 9Q: 3 clusters Score -63075.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -63087.777344 Penalty: 3398.712158
	Iteration 10Q: 3 clusters Score -63087.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -63093.203125 Penalty: 3398.712158
	Iteration 11Q: 3 clusters Score -63093.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -63096.699219 Penalty: 3398.712158
	Iteration 12Q: 3 clusters Score -63096.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -63097.640625 Penalty: 3398.712158
	Iteration 13Q: 3 clusters Score -63097.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -63097.640625 Penalty: 3398.712158
	Iteration 14F: 3 clusters Score -63097.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Entering Unmasked Estep 
Score: -951135.125000 Penalty: 2345.888916
	Iteration 0F: 2 clusters Score -951135.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -941714.312500 Penalty: 4691.777832
	Iteration 0F: 3 clusters Score -941714.3 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -944586.750000 Penalty: 4691.777832
	Iteration 1F: 3 clusters Score -944586.8 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -944916.125000 Penalty: 4691.777832
	Iteration 2F: 3 clusters Score -944916.1 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -945180.625000 Penalty: 4691.777832
	Iteration 3Q: 3 clusters Score -945180.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -945405.125000 Penalty: 4691.777832
	Iteration 4Q: 3 clusters Score -945405.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -945590.312500 Penalty: 4691.777832
	Iteration 5Q: 3 clusters Score -945590.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -945769.125000 Penalty: 4691.777832
	Iteration 6Q: 3 clusters Score -945769.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -945938.562500 Penalty: 4691.777832
	Iteration 7Q: 3 clusters Score -945938.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -946106.062500 Penalty: 4691.777832
	Iteration 8Q: 3 clusters Score -946106.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -946270.937500 Penalty: 4691.777832
	Iteration 9Q: 3 clusters Score -946270.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -946453.937500 Penalty: 4691.777832
	Iteration 10Q: 3 clusters Score -946453.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -946663.687500 Penalty: 4691.777832
	Iteration 11Q: 3 clusters Score -946663.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -946908.562500 Penalty: 4691.777832
	Iteration 12Q: 3 clusters Score -946908.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -947204.562500 Penalty: 4691.777832
	Iteration 13Q: 3 clusters Score -947204.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -947540.875000 Penalty: 4691.777832
	Iteration 14Q: 3 clusters Score -947540.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -947999.562500 Penalty: 4691.777832
	Iteration 15Q: 3 clusters Score -947999.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -948506.125000 Penalty: 4691.777832
	Iteration 16Q: 3 clusters Score -948506.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -948901.625000 Penalty: 4691.777832
	Iteration 17Q: 3 clusters Score -948901.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -949074.312500 Penalty: 4691.777832
	Iteration 18Q: 3 clusters Score -949074.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -949155.125000 Penalty: 4691.777832
	Iteration 19Q: 3 clusters Score -949155.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -949197.625000 Penalty: 4691.777832
	Iteration 20F: 3 clusters Score -949197.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -949220.375000 Penalty: 4691.777832
	Iteration 21Q: 3 clusters Score -949220.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -949238.562500 Penalty: 4691.777832
	Iteration 22Q: 3 clusters Score -949238.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -949254.875000 Penalty: 4691.777832
	Iteration 23Q: 3 clusters Score -949254.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -949270.625000 Penalty: 4691.777832
	Iteration 24Q: 3 clusters Score -949270.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -949277.875000 Penalty: 4691.777832
	Iteration 25Q: 3 clusters Score -949277.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -949290.875000 Penalty: 4691.777832
	Iteration 26Q: 3 clusters Score -949290.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -949299.000000 Penalty: 4691.777832
	Iteration 27Q: 3 clusters Score -949299 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -949312.875000 Penalty: 4691.777832
	Iteration 28Q: 3 clusters Score -949312.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -949321.437500 Penalty: 4691.777832
	Iteration 29Q: 3 clusters Score -949321.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -949330.625000 Penalty: 4691.777832
	Iteration 30Q: 3 clusters Score -949330.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -949346.500000 Penalty: 4691.777832
	Iteration 31Q: 3 clusters Score -949346.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -949358.687500 Penalty: 4691.777832
	Iteration 32Q: 3 clusters Score -949358.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -949375.125000 Penalty: 4691.777832
	Iteration 33Q: 3 clusters Score -949375.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -949394.500000 Penalty: 4691.777832
	Iteration 34Q: 3 clusters Score -949394.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -949412.437500 Penalty: 4691.777832
	Iteration 35Q: 3 clusters Score -949412.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -949430.750000 Penalty: 4691.777832
	Iteration 36Q: 3 clusters Score -949430.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -949458.187500 Penalty: 4691.777832
	Iteration 37Q: 3 clusters Score -949458.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -949484.187500 Penalty: 4691.777832
	Iteration 38Q: 3 clusters Score -949484.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -949505.062500 Penalty: 4691.777832
	Iteration 39Q: 3 clusters Score -949505.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -949535.750000 Penalty: 4691.777832
	Iteration 40F: 3 clusters Score -949535.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -949568.062500 Penalty: 4691.777832
	Iteration 41Q: 3 clusters Score -949568.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -949611.875000 Penalty: 4691.777832
	Iteration 42Q: 3 clusters Score -949611.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -949667.125000 Penalty: 4691.777832
	Iteration 43Q: 3 clusters Score -949667.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -949731.187500 Penalty: 4691.777832
	Iteration 44Q: 3 clusters Score -949731.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -949787.312500 Penalty: 4691.777832
	Iteration 45Q: 3 clusters Score -949787.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -949855.625000 Penalty: 4691.777832
	Iteration 46Q: 3 clusters Score -949855.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -949948.562500 Penalty: 4691.777832
	Iteration 47Q: 3 clusters Score -949948.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -950060.750000 Penalty: 4691.777832
	Iteration 48Q: 3 clusters Score -950060.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -950223.500000 Penalty: 4691.777832
	Iteration 49Q: 3 clusters Score -950223.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -950443.250000 Penalty: 4691.777832
	Iteration 50Q: 3 clusters Score -950443.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -950654.750000 Penalty: 4691.777832
	Iteration 51Q: 3 clusters Score -950654.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -950827.937500 Penalty: 4691.777832
	Iteration 52Q: 3 clusters Score -950827.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -950944.562500 Penalty: 4691.777832
	Iteration 53Q: 3 clusters Score -950944.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -950995.562500 Penalty: 4691.777832
	Iteration 54Q: 3 clusters Score -950995.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -951048.812500 Penalty: 4691.777832
	Iteration 55Q: 3 clusters Score -951048.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -951067.437500 Penalty: 4691.777832
	Iteration 56Q: 3 clusters Score -951067.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -951091.062500 Penalty: 4691.777832
	Iteration 57Q: 3 clusters Score -951091.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -951103.687500 Penalty: 4691.777832
	Iteration 58Q: 3 clusters Score -951103.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -951121.562500 Penalty: 4691.777832
	Iteration 59Q: 3 clusters Score -951121.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -951178.937500 Penalty: 4691.777832
	Iteration 60F: 3 clusters Score -951178.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -951201.000000 Penalty: 4691.777832
	Iteration 61Q: 3 clusters Score -951201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -951210.375000 Penalty: 4691.777832
	Iteration 62Q: 3 clusters Score -951210.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -951210.000000 Penalty: 4691.777832
	Iteration 63Q: 3 clusters Score -951210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -951211.562500 Penalty: 4691.777832
	Iteration 64Q: 3 clusters Score -951211.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -951212.062500 Penalty: 4691.777832
	Iteration 65Q: 3 clusters Score -951212.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -951212.687500 Penalty: 4691.777832
	Iteration 66Q: 3 clusters Score -951212.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -951212.687500 Penalty: 4691.777832
	Iteration 67F: 3 clusters Score -951212.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 207817 members 
Mstep: Class 3 contains 80461 members 
Mstep: Class 4 contains 8101 members 
Mstep: Class 5 contains 206958 members 
Mstep: Class 6 contains 9578 members 
Mstep: Class 7 contains 4596 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80330 members 
Mstep: Class 10 contains 360256 members 
Mstep: Class 11 contains 32117 members 
Mstep: Class 12 contains 4400 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 6809 members 
Mstep: Class 16 contains 124581 members 
Mstep: Class 17 contains 22296 members 
Mstep: Class 18 contains 28369 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 10607 members 
Mstep: Class 21 contains 3908 members 
Mstep: Class 22 contains 10768 members 
Mstep: Class 23 contains 10884 members 
Mstep: Class 24 contains 946 members 
Mstep: Class 25 contains 7226 members 
Mstep: Class 26 contains 13821 members 
Mstep: Class 27 contains 16064 members 
Mstep: Class 28 contains 4317 members 
Mstep: Class 29 contains 32977 members 
Mstep: Class 30 contains 9398 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 4997 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28113 members 
Mstep: Class 35 contains 2582 members 
Mstep: Class 36 contains 9351 members 
Mstep: Class 37 contains 3372 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10716 members 
Mstep: Class 40 contains 5481 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1948 members 
Mstep: Class 43 contains 1639 members 
Mstep: Class 44 contains 5600 members 
Entering Unmasked Estep 
Score: -102295424.000000 Penalty: 154550.578125
Splitting cluster 25 changes total score from -102296520.000000 to -102295424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (13821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Entering Unmasked Estep 
Score: -1033501.375000 Penalty: 2364.418213
	Iteration 0F: 2 clusters Score -1033501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1023402.812500 Penalty: 4728.836426
	Iteration 0F: 3 clusters Score -1023403 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1026662.625000 Penalty: 4728.836426
	Iteration 1F: 3 clusters Score -1026663 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1027004.437500 Penalty: 4728.836426
	Iteration 2F: 3 clusters Score -1027004 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1027267.000000 Penalty: 4728.836426
	Iteration 3Q: 3 clusters Score -1027267 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1027531.625000 Penalty: 4728.836426
	Iteration 4Q: 3 clusters Score -1027532 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1027827.187500 Penalty: 4728.836426
	Iteration 5Q: 3 clusters Score -1027827 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1028165.375000 Penalty: 4728.836426
	Iteration 6Q: 3 clusters Score -1028165 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1028507.937500 Penalty: 4728.836426
	Iteration 7Q: 3 clusters Score -1028508 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1028841.562500 Penalty: 4728.836426
	Iteration 8Q: 3 clusters Score -1028842 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1029156.062500 Penalty: 4728.836426
	Iteration 9Q: 3 clusters Score -1029156 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1029441.125000 Penalty: 4728.836426
	Iteration 10Q: 3 clusters Score -1029441 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1029714.312500 Penalty: 4728.836426
	Iteration 11Q: 3 clusters Score -1029714 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1030015.937500 Penalty: 4728.836426
	Iteration 12Q: 3 clusters Score -1030016 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1030295.187500 Penalty: 4728.836426
	Iteration 13Q: 3 clusters Score -1030295 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1030523.250000 Penalty: 4728.836426
	Iteration 14Q: 3 clusters Score -1030523 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1030710.375000 Penalty: 4728.836426
	Iteration 15Q: 3 clusters Score -1030710 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1030875.437500 Penalty: 4728.836426
	Iteration 16Q: 3 clusters Score -1030875 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1031051.375000 Penalty: 4728.836426
	Iteration 17Q: 3 clusters Score -1031051 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1031208.062500 Penalty: 4728.836426
	Iteration 18Q: 3 clusters Score -1031208 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1031375.812500 Penalty: 4728.836426
	Iteration 19Q: 3 clusters Score -1031376 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1031530.187500 Penalty: 4728.836426
	Iteration 20F: 3 clusters Score -1031530 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1031641.625000 Penalty: 4728.836426
	Iteration 21Q: 3 clusters Score -1031642 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1031724.500000 Penalty: 4728.836426
	Iteration 22Q: 3 clusters Score -1031724 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1031789.937500 Penalty: 4728.836426
	Iteration 23Q: 3 clusters Score -1031790 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1031831.562500 Penalty: 4728.836426
	Iteration 24Q: 3 clusters Score -1031832 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1031858.500000 Penalty: 4728.836426
	Iteration 25Q: 3 clusters Score -1031858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1031869.812500 Penalty: 4728.836426
	Iteration 26Q: 3 clusters Score -1031870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1031881.250000 Penalty: 4728.836426
	Iteration 27Q: 3 clusters Score -1031881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1031889.250000 Penalty: 4728.836426
	Iteration 28Q: 3 clusters Score -1031889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1031893.250000 Penalty: 4728.836426
	Iteration 29Q: 3 clusters Score -1031893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1031894.562500 Penalty: 4728.836426
	Iteration 30Q: 3 clusters Score -1031895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1031900.500000 Penalty: 4728.836426
	Iteration 31Q: 3 clusters Score -1031900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1031901.625000 Penalty: 4728.836426
	Iteration 32Q: 3 clusters Score -1031902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1031904.062500 Penalty: 4728.836426
	Iteration 33Q: 3 clusters Score -1031904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1031906.937500 Penalty: 4728.836426
	Iteration 34Q: 3 clusters Score -1031907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1031908.562500 Penalty: 4728.836426
	Iteration 35Q: 3 clusters Score -1031909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1031908.375000 Penalty: 4728.836426
	Iteration 36Q: 3 clusters Score -1031908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1031910.750000 Penalty: 4728.836426
	Iteration 37Q: 3 clusters Score -1031911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1031911.187500 Penalty: 4728.836426
	Iteration 38Q: 3 clusters Score -1031911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1031913.000000 Penalty: 4728.836426
	Iteration 39Q: 3 clusters Score -1031913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1031915.187500 Penalty: 4728.836426
	Iteration 40F: 3 clusters Score -1031915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1031916.875000 Penalty: 4728.836426
	Iteration 41Q: 3 clusters Score -1031917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1031917.812500 Penalty: 4728.836426
	Iteration 42Q: 3 clusters Score -1031918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1031919.437500 Penalty: 4728.836426
	Iteration 43Q: 3 clusters Score -1031919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1031919.437500 Penalty: 4728.836426
	Iteration 44F: 3 clusters Score -1031919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Entering Unmasked Estep 
Score: -1199693.625000 Penalty: 2401.715332
	Iteration 0F: 2 clusters Score -1199694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1188140.875000 Penalty: 4803.430664
	Iteration 0F: 3 clusters Score -1188141 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1192037.500000 Penalty: 4803.430664
	Iteration 1F: 3 clusters Score -1192038 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1192839.875000 Penalty: 4803.430664
	Iteration 2F: 3 clusters Score -1192840 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1193714.125000 Penalty: 4803.430664
	Iteration 3F: 3 clusters Score -1193714 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1194749.125000 Penalty: 4803.430664
	Iteration 4F: 3 clusters Score -1194749 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1196095.500000 Penalty: 4803.430664
	Iteration 5F: 3 clusters Score -1196096 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1197507.125000 Penalty: 4803.430664
	Iteration 6F: 3 clusters Score -1197507 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1198489.375000 Penalty: 4803.430664
	Iteration 7F: 3 clusters Score -1198489 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1198996.500000 Penalty: 4803.430664
	Iteration 8F: 3 clusters Score -1198996 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1199321.375000 Penalty: 4803.430664
	Iteration 9Q: 3 clusters Score -1199321 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1199586.750000 Penalty: 4803.430664
	Iteration 10Q: 3 clusters Score -1199587 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1199778.125000 Penalty: 4803.430664
	Iteration 11Q: 3 clusters Score -1199778 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1199919.000000 Penalty: 4803.430664
	Iteration 12Q: 3 clusters Score -1199919 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1200008.875000 Penalty: 4803.430664
	Iteration 13Q: 3 clusters Score -1200009 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1200059.125000 Penalty: 4803.430664
	Iteration 14Q: 3 clusters Score -1200059 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1200113.875000 Penalty: 4803.430664
	Iteration 15Q: 3 clusters Score -1200114 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1200129.250000 Penalty: 4803.430664
	Iteration 16Q: 3 clusters Score -1200129 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1200150.375000 Penalty: 4803.430664
	Iteration 17Q: 3 clusters Score -1200150 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1200158.875000 Penalty: 4803.430664
	Iteration 18Q: 3 clusters Score -1200159 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1200165.375000 Penalty: 4803.430664
	Iteration 19Q: 3 clusters Score -1200165 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1200167.500000 Penalty: 4803.430664
	Iteration 20F: 3 clusters Score -1200168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1200171.625000 Penalty: 4803.430664
	Iteration 21Q: 3 clusters Score -1200172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1200173.625000 Penalty: 4803.430664
	Iteration 22Q: 3 clusters Score -1200174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1200173.000000 Penalty: 4803.430664
	Iteration 23Q: 3 clusters Score -1200173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1200172.625000 Penalty: 4803.430664
	Iteration 24Q: 3 clusters Score -1200173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1200172.625000 Penalty: 4803.430664
	Iteration 25F: 3 clusters Score -1200173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 207817 members 
Mstep: Class 3 contains 80461 members 
Mstep: Class 4 contains 8101 members 
Mstep: Class 5 contains 206958 members 
Mstep: Class 6 contains 9578 members 
Mstep: Class 7 contains 4596 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80330 members 
Mstep: Class 10 contains 360256 members 
Mstep: Class 11 contains 32117 members 
Mstep: Class 12 contains 4400 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 6809 members 
Mstep: Class 16 contains 124581 members 
Mstep: Class 17 contains 22296 members 
Mstep: Class 18 contains 28369 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 10607 members 
Mstep: Class 21 contains 3908 members 
Mstep: Class 22 contains 10768 members 
Mstep: Class 23 contains 10884 members 
Mstep: Class 24 contains 946 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13821 members 
Mstep: Class 27 contains 11167 members 
Mstep: Class 28 contains 4317 members 
Mstep: Class 29 contains 32977 members 
Mstep: Class 30 contains 9398 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 4997 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28113 members 
Mstep: Class 35 contains 2582 members 
Mstep: Class 36 contains 9351 members 
Mstep: Class 37 contains 3372 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10716 members 
Mstep: Class 40 contains 5481 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1948 members 
Mstep: Class 43 contains 1639 members 
Mstep: Class 44 contains 4897 members 
Entering Unmasked Estep 
Score: -102295928.000000 Penalty: 154550.578125
Splitting cluster 27 changes total score from -102296520.000000 to -102295928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Entering Unmasked Estep 
Score: -306462.093750 Penalty: 2075.838379
	Iteration 0F: 2 clusters Score -306462.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -302362.531250 Penalty: 4151.676758
	Iteration 0F: 3 clusters Score -302362.5 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -303586.187500 Penalty: 4151.676758
	Iteration 1F: 3 clusters Score -303586.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -304085.187500 Penalty: 4151.676758
	Iteration 2F: 3 clusters Score -304085.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -304492.843750 Penalty: 4151.676758
	Iteration 3F: 3 clusters Score -304492.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -304898.468750 Penalty: 4151.676758
	Iteration 4F: 3 clusters Score -304898.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -305216.437500 Penalty: 4151.676758
	Iteration 5F: 3 clusters Score -305216.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -305399.468750 Penalty: 4151.676758
	Iteration 6F: 3 clusters Score -305399.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -305502.812500 Penalty: 4151.676758
	Iteration 7Q: 3 clusters Score -305502.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -305587.187500 Penalty: 4151.676758
	Iteration 8Q: 3 clusters Score -305587.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -305650.093750 Penalty: 4151.676758
	Iteration 9Q: 3 clusters Score -305650.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -305709.062500 Penalty: 4151.676758
	Iteration 10Q: 3 clusters Score -305709.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -305775.593750 Penalty: 4151.676758
	Iteration 11Q: 3 clusters Score -305775.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -305845.687500 Penalty: 4151.676758
	Iteration 12Q: 3 clusters Score -305845.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -305944.812500 Penalty: 4151.676758
	Iteration 13Q: 3 clusters Score -305944.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -306064.718750 Penalty: 4151.676758
	Iteration 14Q: 3 clusters Score -306064.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -306142.031250 Penalty: 4151.676758
	Iteration 15Q: 3 clusters Score -306142 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -306187.843750 Penalty: 4151.676758
	Iteration 16Q: 3 clusters Score -306187.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -306213.281250 Penalty: 4151.676758
	Iteration 17Q: 3 clusters Score -306213.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -306223.718750 Penalty: 4151.676758
	Iteration 18Q: 3 clusters Score -306223.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -306225.937500 Penalty: 4151.676758
	Iteration 19Q: 3 clusters Score -306225.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -306227.468750 Penalty: 4151.676758
	Iteration 20F: 3 clusters Score -306227.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -306228.250000 Penalty: 4151.676758
	Iteration 21Q: 3 clusters Score -306228.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -306228.250000 Penalty: 4151.676758
	Iteration 22F: 3 clusters Score -306228.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (32977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Entering Unmasked Estep 
Score: -2456788.000000 Penalty: 2580.084229
	Iteration 0F: 2 clusters Score -2456788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2434243.500000 Penalty: 5160.168457
	Iteration 0F: 3 clusters Score -2434244 nChanged 14962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2442249.500000 Penalty: 5160.168457
	Iteration 1F: 3 clusters Score -2442250 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2442923.000000 Penalty: 5160.168457
	Iteration 2Q: 3 clusters Score -2442923 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2443726.250000 Penalty: 5160.168457
	Iteration 3F: 3 clusters Score -2443726 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2444842.000000 Penalty: 5160.168457
	Iteration 4F: 3 clusters Score -2444842 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2446284.500000 Penalty: 5160.168457
	Iteration 5F: 3 clusters Score -2446284 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2447926.500000 Penalty: 5160.168457
	Iteration 6F: 3 clusters Score -2447926 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -2449340.000000 Penalty: 5160.168457
	Iteration 7F: 3 clusters Score -2449340 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -2450445.250000 Penalty: 5160.168457
	Iteration 8F: 3 clusters Score -2450445 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -2451167.250000 Penalty: 5160.168457
	Iteration 9Q: 3 clusters Score -2451167 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -2451692.000000 Penalty: 5160.168457
	Iteration 10Q: 3 clusters Score -2451692 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -2452158.500000 Penalty: 5160.168457
	Iteration 11Q: 3 clusters Score -2452158 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -2452576.750000 Penalty: 5160.168457
	Iteration 12Q: 3 clusters Score -2452577 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -2452977.750000 Penalty: 5160.168457
	Iteration 13Q: 3 clusters Score -2452978 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -2453356.500000 Penalty: 5160.168457
	Iteration 14Q: 3 clusters Score -2453356 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -2453748.750000 Penalty: 5160.168457
	Iteration 15Q: 3 clusters Score -2453749 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -2454117.000000 Penalty: 5160.168457
	Iteration 16Q: 3 clusters Score -2454117 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -2454398.000000 Penalty: 5160.168457
	Iteration 17Q: 3 clusters Score -2454398 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -2454621.000000 Penalty: 5160.168457
	Iteration 18Q: 3 clusters Score -2454621 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -2454799.500000 Penalty: 5160.168457
	Iteration 19Q: 3 clusters Score -2454800 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -2454938.500000 Penalty: 5160.168457
	Iteration 20F: 3 clusters Score -2454938 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -2455039.000000 Penalty: 5160.168457
	Iteration 21Q: 3 clusters Score -2455039 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -2455104.250000 Penalty: 5160.168457
	Iteration 22Q: 3 clusters Score -2455104 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -2455149.500000 Penalty: 5160.168457
	Iteration 23Q: 3 clusters Score -2455150 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -2455192.500000 Penalty: 5160.168457
	Iteration 24Q: 3 clusters Score -2455192 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -2455227.750000 Penalty: 5160.168457
	Iteration 25Q: 3 clusters Score -2455228 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -2455251.500000 Penalty: 5160.168457
	Iteration 26Q: 3 clusters Score -2455252 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -2455300.750000 Penalty: 5160.168457
	Iteration 27Q: 3 clusters Score -2455301 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -2455338.250000 Penalty: 5160.168457
	Iteration 28Q: 3 clusters Score -2455338 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -2455394.500000 Penalty: 5160.168457
	Iteration 29Q: 3 clusters Score -2455394 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -2455476.750000 Penalty: 5160.168457
	Iteration 30Q: 3 clusters Score -2455477 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -2455560.250000 Penalty: 5160.168457
	Iteration 31Q: 3 clusters Score -2455560 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -2455699.750000 Penalty: 5160.168457
	Iteration 32Q: 3 clusters Score -2455700 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -2455843.250000 Penalty: 5160.168457
	Iteration 33Q: 3 clusters Score -2455843 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -2455959.000000 Penalty: 5160.168457
	Iteration 34Q: 3 clusters Score -2455959 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -2456061.000000 Penalty: 5160.168457
	Iteration 35Q: 3 clusters Score -2456061 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -2456130.500000 Penalty: 5160.168457
	Iteration 36Q: 3 clusters Score -2456130 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -2456174.500000 Penalty: 5160.168457
	Iteration 37Q: 3 clusters Score -2456174 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -2456190.000000 Penalty: 5160.168457
	Iteration 38Q: 3 clusters Score -2456190 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -2456240.250000 Penalty: 5160.168457
	Iteration 39Q: 3 clusters Score -2456240 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -2456271.750000 Penalty: 5160.168457
	Iteration 40F: 3 clusters Score -2456272 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -2456289.250000 Penalty: 5160.168457
	Iteration 41Q: 3 clusters Score -2456289 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -2456305.000000 Penalty: 5160.168457
	Iteration 42Q: 3 clusters Score -2456305 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -2456309.250000 Penalty: 5160.168457
	Iteration 43Q: 3 clusters Score -2456309 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -2456317.000000 Penalty: 5160.168457
	Iteration 44Q: 3 clusters Score -2456317 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -2456329.000000 Penalty: 5160.168457
	Iteration 45Q: 3 clusters Score -2456329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -2456337.250000 Penalty: 5160.168457
	Iteration 46Q: 3 clusters Score -2456337 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -2456343.500000 Penalty: 5160.168457
	Iteration 47Q: 3 clusters Score -2456344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -2456352.750000 Penalty: 5160.168457
	Iteration 48Q: 3 clusters Score -2456353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -2456355.750000 Penalty: 5160.168457
	Iteration 49Q: 3 clusters Score -2456356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -2456358.000000 Penalty: 5160.168457
	Iteration 50Q: 3 clusters Score -2456358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -2456358.750000 Penalty: 5160.168457
	Iteration 51Q: 3 clusters Score -2456359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -2456365.500000 Penalty: 5160.168457
	Iteration 52Q: 3 clusters Score -2456366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -2456374.000000 Penalty: 5160.168457
	Iteration 53Q: 3 clusters Score -2456374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -2456372.500000 Penalty: 5160.168457
	Iteration 54Q: 3 clusters Score -2456372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -2456372.250000 Penalty: 5160.168457
	Iteration 55Q: 3 clusters Score -2456372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -2456379.750000 Penalty: 5160.168457
	Iteration 56Q: 3 clusters Score -2456380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -2456375.000000 Penalty: 5160.168457
	Iteration 57Q: 3 clusters Score -2456375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -2456375.000000 Penalty: 5160.168457
	Iteration 58Q: 3 clusters Score -2456375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -2456383.500000 Penalty: 5160.168457
	Iteration 59Q: 3 clusters Score -2456384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -2456380.500000 Penalty: 5160.168457
	Iteration 60F: 3 clusters Score -2456380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -2456385.250000 Penalty: 5160.168457
	Iteration 61Q: 3 clusters Score -2456385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -2456394.750000 Penalty: 5160.168457
	Iteration 62Q: 3 clusters Score -2456395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -2456406.500000 Penalty: 5160.168457
	Iteration 63Q: 3 clusters Score -2456406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -2456410.750000 Penalty: 5160.168457
	Iteration 64Q: 3 clusters Score -2456411 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -2456417.000000 Penalty: 5160.168457
	Iteration 65Q: 3 clusters Score -2456417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -2456429.000000 Penalty: 5160.168457
	Iteration 66Q: 3 clusters Score -2456429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -2456440.500000 Penalty: 5160.168457
	Iteration 67Q: 3 clusters Score -2456440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -2456446.250000 Penalty: 5160.168457
	Iteration 68Q: 3 clusters Score -2456446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -2456446.250000 Penalty: 5160.168457
	Iteration 69Q: 3 clusters Score -2456446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -2456453.500000 Penalty: 5160.168457
	Iteration 70Q: 3 clusters Score -2456454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -2456466.500000 Penalty: 5160.168457
	Iteration 71Q: 3 clusters Score -2456466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -2456471.000000 Penalty: 5160.168457
	Iteration 72Q: 3 clusters Score -2456471 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -2456486.250000 Penalty: 5160.168457
	Iteration 73Q: 3 clusters Score -2456486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -2456481.500000 Penalty: 5160.168457
	Iteration 74Q: 3 clusters Score -2456482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -2456488.750000 Penalty: 5160.168457
	Iteration 75Q: 3 clusters Score -2456489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -2456493.000000 Penalty: 5160.168457
	Iteration 76Q: 3 clusters Score -2456493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -2456499.000000 Penalty: 5160.168457
	Iteration 77Q: 3 clusters Score -2456499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -2456511.500000 Penalty: 5160.168457
	Iteration 78Q: 3 clusters Score -2456512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -2456521.000000 Penalty: 5160.168457
	Iteration 79Q: 3 clusters Score -2456521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -2456522.500000 Penalty: 5160.168457
	Iteration 80F: 3 clusters Score -2456522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -2456524.500000 Penalty: 5160.168457
	Iteration 81Q: 3 clusters Score -2456524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -2456533.000000 Penalty: 5160.168457
	Iteration 82Q: 3 clusters Score -2456533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -2456532.500000 Penalty: 5160.168457
	Iteration 83Q: 3 clusters Score -2456532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -2456534.750000 Penalty: 5160.168457
	Iteration 84Q: 3 clusters Score -2456535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -2456534.750000 Penalty: 5160.168457
	Iteration 85Q: 3 clusters Score -2456535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -2456534.500000 Penalty: 5160.168457
	Iteration 86Q: 3 clusters Score -2456534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -2456535.750000 Penalty: 5160.168457
	Iteration 87Q: 3 clusters Score -2456536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -2456536.000000 Penalty: 5160.168457
	Iteration 88Q: 3 clusters Score -2456536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -2456538.250000 Penalty: 5160.168457
	Iteration 89Q: 3 clusters Score -2456538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -2456541.750000 Penalty: 5160.168457
	Iteration 90Q: 3 clusters Score -2456542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -2456543.000000 Penalty: 5160.168457
	Iteration 91Q: 3 clusters Score -2456543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -2456540.250000 Penalty: 5160.168457
	Iteration 92Q: 3 clusters Score -2456540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -2456541.500000 Penalty: 5160.168457
	Iteration 93Q: 3 clusters Score -2456542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -2456538.500000 Penalty: 5160.168457
	Iteration 94Q: 3 clusters Score -2456538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -2456535.000000 Penalty: 5160.168457
	Iteration 95Q: 3 clusters Score -2456535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -2456535.000000 Penalty: 5160.168457
	Iteration 96F: 3 clusters Score -2456535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Entering Unmasked Estep 
Score: -644184.875000 Penalty: 2268.766602
	Iteration 0F: 2 clusters Score -644184.9 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 4703 members 
Entering Unmasked Estep 
Score: -636805.875000 Penalty: 4537.533203
	Iteration 0F: 3 clusters Score -636805.9 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -639045.625000 Penalty: 4537.533203
	Iteration 1F: 3 clusters Score -639045.6 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -639469.812500 Penalty: 4537.533203
	Iteration 2F: 3 clusters Score -639469.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -639834.625000 Penalty: 4537.533203
	Iteration 3F: 3 clusters Score -639834.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -640124.312500 Penalty: 4537.533203
	Iteration 4F: 3 clusters Score -640124.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -640369.187500 Penalty: 4537.533203
	Iteration 5Q: 3 clusters Score -640369.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -640615.812500 Penalty: 4537.533203
	Iteration 6Q: 3 clusters Score -640615.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -640881.062500 Penalty: 4537.533203
	Iteration 7Q: 3 clusters Score -640881.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -641157.125000 Penalty: 4537.533203
	Iteration 8Q: 3 clusters Score -641157.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -641405.187500 Penalty: 4537.533203
	Iteration 9Q: 3 clusters Score -641405.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -641646.062500 Penalty: 4537.533203
	Iteration 10Q: 3 clusters Score -641646.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -641854.687500 Penalty: 4537.533203
	Iteration 11Q: 3 clusters Score -641854.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -642020.687500 Penalty: 4537.533203
	Iteration 12Q: 3 clusters Score -642020.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -642186.562500 Penalty: 4537.533203
	Iteration 13Q: 3 clusters Score -642186.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -642350.437500 Penalty: 4537.533203
	Iteration 14Q: 3 clusters Score -642350.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -642536.500000 Penalty: 4537.533203
	Iteration 15Q: 3 clusters Score -642536.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -642698.750000 Penalty: 4537.533203
	Iteration 16Q: 3 clusters Score -642698.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -642839.250000 Penalty: 4537.533203
	Iteration 17Q: 3 clusters Score -642839.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -642926.937500 Penalty: 4537.533203
	Iteration 18Q: 3 clusters Score -642926.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -642983.187500 Penalty: 4537.533203
	Iteration 19Q: 3 clusters Score -642983.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -643007.062500 Penalty: 4537.533203
	Iteration 20F: 3 clusters Score -643007.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -643026.437500 Penalty: 4537.533203
	Iteration 21Q: 3 clusters Score -643026.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -643035.437500 Penalty: 4537.533203
	Iteration 22Q: 3 clusters Score -643035.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -643044.625000 Penalty: 4537.533203
	Iteration 23Q: 3 clusters Score -643044.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -643054.250000 Penalty: 4537.533203
	Iteration 24Q: 3 clusters Score -643054.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -643058.500000 Penalty: 4537.533203
	Iteration 25Q: 3 clusters Score -643058.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -643062.750000 Penalty: 4537.533203
	Iteration 26Q: 3 clusters Score -643062.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -643065.875000 Penalty: 4537.533203
	Iteration 27Q: 3 clusters Score -643065.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -643069.375000 Penalty: 4537.533203
	Iteration 28Q: 3 clusters Score -643069.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -643071.500000 Penalty: 4537.533203
	Iteration 29Q: 3 clusters Score -643071.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -643072.312500 Penalty: 4537.533203
	Iteration 30Q: 3 clusters Score -643072.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -643072.187500 Penalty: 4537.533203
	Iteration 31Q: 3 clusters Score -643072.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -643073.812500 Penalty: 4537.533203
	Iteration 32Q: 3 clusters Score -643073.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -643075.312500 Penalty: 4537.533203
	Iteration 33Q: 3 clusters Score -643075.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -643076.500000 Penalty: 4537.533203
	Iteration 34Q: 3 clusters Score -643076.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -643077.437500 Penalty: 4537.533203
	Iteration 35Q: 3 clusters Score -643077.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -643078.312500 Penalty: 4537.533203
	Iteration 36Q: 3 clusters Score -643078.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -643079.375000 Penalty: 4537.533203
	Iteration 37Q: 3 clusters Score -643079.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -643080.875000 Penalty: 4537.533203
	Iteration 38Q: 3 clusters Score -643080.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -643083.937500 Penalty: 4537.533203
	Iteration 39Q: 3 clusters Score -643083.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -643086.500000 Penalty: 4537.533203
	Iteration 40F: 3 clusters Score -643086.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -643088.312500 Penalty: 4537.533203
	Iteration 41Q: 3 clusters Score -643088.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -643088.687500 Penalty: 4537.533203
	Iteration 42Q: 3 clusters Score -643088.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -643090.500000 Penalty: 4537.533203
	Iteration 43Q: 3 clusters Score -643090.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -643089.312500 Penalty: 4537.533203
	Iteration 44Q: 3 clusters Score -643089.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -643090.312500 Penalty: 4537.533203
	Iteration 45Q: 3 clusters Score -643090.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -643090.250000 Penalty: 4537.533203
	Iteration 46Q: 3 clusters Score -643090.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -643091.625000 Penalty: 4537.533203
	Iteration 47Q: 3 clusters Score -643091.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -643092.000000 Penalty: 4537.533203
	Iteration 48Q: 3 clusters Score -643092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -643092.812500 Penalty: 4537.533203
	Iteration 49Q: 3 clusters Score -643092.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -643092.125000 Penalty: 4537.533203
	Iteration 50Q: 3 clusters Score -643092.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -643094.375000 Penalty: 4537.533203
	Iteration 51Q: 3 clusters Score -643094.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -643092.562500 Penalty: 4537.533203
	Iteration 52Q: 3 clusters Score -643092.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -643091.562500 Penalty: 4537.533203
	Iteration 53Q: 3 clusters Score -643091.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -643091.562500 Penalty: 4537.533203
	Iteration 54F: 3 clusters Score -643091.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Entering Unmasked Estep 
Score: -181959.937500 Penalty: 1946.245117
	Iteration 0F: 2 clusters Score -181959.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -178964.359375 Penalty: 3892.490234
	Iteration 0F: 3 clusters Score -178964.4 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -179556.218750 Penalty: 3892.490234
	Iteration 1F: 3 clusters Score -179556.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -179752.718750 Penalty: 3892.490234
	Iteration 2F: 3 clusters Score -179752.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -179925.625000 Penalty: 3892.490234
	Iteration 3F: 3 clusters Score -179925.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -180059.046875 Penalty: 3892.490234
	Iteration 4F: 3 clusters Score -180059 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -180147.265625 Penalty: 3892.490234
	Iteration 5Q: 3 clusters Score -180147.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -180216.859375 Penalty: 3892.490234
	Iteration 6Q: 3 clusters Score -180216.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -180280.671875 Penalty: 3892.490234
	Iteration 7Q: 3 clusters Score -180280.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -180335.078125 Penalty: 3892.490234
	Iteration 8Q: 3 clusters Score -180335.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -180387.062500 Penalty: 3892.490234
	Iteration 9Q: 3 clusters Score -180387.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -180432.640625 Penalty: 3892.490234
	Iteration 10Q: 3 clusters Score -180432.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -180465.125000 Penalty: 3892.490234
	Iteration 11Q: 3 clusters Score -180465.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -180484.781250 Penalty: 3892.490234
	Iteration 12Q: 3 clusters Score -180484.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -180507.562500 Penalty: 3892.490234
	Iteration 13Q: 3 clusters Score -180507.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -180532.453125 Penalty: 3892.490234
	Iteration 14Q: 3 clusters Score -180532.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -180546.812500 Penalty: 3892.490234
	Iteration 15Q: 3 clusters Score -180546.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -180558.421875 Penalty: 3892.490234
	Iteration 16Q: 3 clusters Score -180558.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -180565.828125 Penalty: 3892.490234
	Iteration 17Q: 3 clusters Score -180565.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -180575.812500 Penalty: 3892.490234
	Iteration 18Q: 3 clusters Score -180575.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -180581.531250 Penalty: 3892.490234
	Iteration 19Q: 3 clusters Score -180581.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -180585.203125 Penalty: 3892.490234
	Iteration 20F: 3 clusters Score -180585.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -180591.000000 Penalty: 3892.490234
	Iteration 21Q: 3 clusters Score -180591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -180593.109375 Penalty: 3892.490234
	Iteration 22Q: 3 clusters Score -180593.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -180595.375000 Penalty: 3892.490234
	Iteration 23Q: 3 clusters Score -180595.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -180597.984375 Penalty: 3892.490234
	Iteration 24Q: 3 clusters Score -180598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -180599.312500 Penalty: 3892.490234
	Iteration 25Q: 3 clusters Score -180599.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -180601.453125 Penalty: 3892.490234
	Iteration 26Q: 3 clusters Score -180601.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -180602.828125 Penalty: 3892.490234
	Iteration 27Q: 3 clusters Score -180602.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -180603.843750 Penalty: 3892.490234
	Iteration 28Q: 3 clusters Score -180603.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -180603.843750 Penalty: 3892.490234
	Iteration 29F: 3 clusters Score -180603.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Entering Unmasked Estep 
Score: -347089.218750 Penalty: 2112.114990
	Iteration 0F: 2 clusters Score -347089.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -342559.062500 Penalty: 4224.229980
	Iteration 0F: 3 clusters Score -342559.1 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -343663.593750 Penalty: 4224.229980
	Iteration 1F: 3 clusters Score -343663.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -344027.218750 Penalty: 4224.229980
	Iteration 2F: 3 clusters Score -344027.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -344446.281250 Penalty: 4224.229980
	Iteration 3F: 3 clusters Score -344446.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -344871.375000 Penalty: 4224.229980
	Iteration 4F: 3 clusters Score -344871.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -345296.125000 Penalty: 4224.229980
	Iteration 5F: 3 clusters Score -345296.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -345681.468750 Penalty: 4224.229980
	Iteration 6F: 3 clusters Score -345681.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -346121.156250 Penalty: 4224.229980
	Iteration 7F: 3 clusters Score -346121.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -346615.593750 Penalty: 4224.229980
	Iteration 8F: 3 clusters Score -346615.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -347091.312500 Penalty: 4224.229980
	Iteration 9F: 3 clusters Score -347091.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -347540.968750 Penalty: 4224.229980
	Iteration 10Q: 3 clusters Score -347541 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -347860.437500 Penalty: 4224.229980
	Iteration 11Q: 3 clusters Score -347860.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -348049.312500 Penalty: 4224.229980
	Iteration 12Q: 3 clusters Score -348049.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -348127.625000 Penalty: 4224.229980
	Iteration 13Q: 3 clusters Score -348127.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -348155.187500 Penalty: 4224.229980
	Iteration 14Q: 3 clusters Score -348155.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -348168.406250 Penalty: 4224.229980
	Iteration 15Q: 3 clusters Score -348168.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -348173.031250 Penalty: 4224.229980
	Iteration 16Q: 3 clusters Score -348173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -348173.125000 Penalty: 4224.229980
	Iteration 17Q: 3 clusters Score -348173.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -348173.125000 Penalty: 4224.229980
	Iteration 18F: 3 clusters Score -348173.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 207817 members 
Mstep: Class 3 contains 80461 members 
Mstep: Class 4 contains 8101 members 
Mstep: Class 5 contains 206958 members 
Mstep: Class 6 contains 9578 members 
Mstep: Class 7 contains 4596 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80330 members 
Mstep: Class 10 contains 360256 members 
Mstep: Class 11 contains 32117 members 
Mstep: Class 12 contains 4400 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 6809 members 
Mstep: Class 16 contains 124581 members 
Mstep: Class 17 contains 22296 members 
Mstep: Class 18 contains 28369 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 10607 members 
Mstep: Class 21 contains 3908 members 
Mstep: Class 22 contains 10768 members 
Mstep: Class 23 contains 10884 members 
Mstep: Class 24 contains 946 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13821 members 
Mstep: Class 27 contains 16064 members 
Mstep: Class 28 contains 4317 members 
Mstep: Class 29 contains 32977 members 
Mstep: Class 30 contains 9398 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28113 members 
Mstep: Class 35 contains 2582 members 
Mstep: Class 36 contains 9351 members 
Mstep: Class 37 contains 3372 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10716 members 
Mstep: Class 40 contains 5481 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1948 members 
Mstep: Class 43 contains 1639 members 
Mstep: Class 44 contains 2734 members 
Entering Unmasked Estep 
Score: -102296560.000000 Penalty: 154550.578125
Splitting cluster 32 changes total score from -102296520.000000 to -102296560.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 33 (1867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Entering Unmasked Estep 
Score: -130280.890625 Penalty: 1867.957886
	Iteration 0F: 2 clusters Score -130280.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -127797.789062 Penalty: 3735.915771
	Iteration 0F: 3 clusters Score -127797.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -128272.695312 Penalty: 3735.915771
	Iteration 1F: 3 clusters Score -128272.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -128450.859375 Penalty: 3735.915771
	Iteration 2F: 3 clusters Score -128450.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -128550.218750 Penalty: 3735.915771
	Iteration 3F: 3 clusters Score -128550.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -128602.375000 Penalty: 3735.915771
	Iteration 4Q: 3 clusters Score -128602.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -128655.164062 Penalty: 3735.915771
	Iteration 5Q: 3 clusters Score -128655.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -128685.960938 Penalty: 3735.915771
	Iteration 6Q: 3 clusters Score -128686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -128704.304688 Penalty: 3735.915771
	Iteration 7Q: 3 clusters Score -128704.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -128731.945312 Penalty: 3735.915771
	Iteration 8Q: 3 clusters Score -128731.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -128754.101562 Penalty: 3735.915771
	Iteration 9Q: 3 clusters Score -128754.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -128782.460938 Penalty: 3735.915771
	Iteration 10Q: 3 clusters Score -128782.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -128809.585938 Penalty: 3735.915771
	Iteration 11Q: 3 clusters Score -128809.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -128835.398438 Penalty: 3735.915771
	Iteration 12Q: 3 clusters Score -128835.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -128863.195312 Penalty: 3735.915771
	Iteration 13Q: 3 clusters Score -128863.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -128899.421875 Penalty: 3735.915771
	Iteration 14Q: 3 clusters Score -128899.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -128924.609375 Penalty: 3735.915771
	Iteration 15Q: 3 clusters Score -128924.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -128953.367188 Penalty: 3735.915771
	Iteration 16Q: 3 clusters Score -128953.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -128986.796875 Penalty: 3735.915771
	Iteration 17Q: 3 clusters Score -128986.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -129023.289062 Penalty: 3735.915771
	Iteration 18Q: 3 clusters Score -129023.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -129069.218750 Penalty: 3735.915771
	Iteration 19Q: 3 clusters Score -129069.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -129115.312500 Penalty: 3735.915771
	Iteration 20F: 3 clusters Score -129115.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -129153.328125 Penalty: 3735.915771
	Iteration 21Q: 3 clusters Score -129153.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -129206.210938 Penalty: 3735.915771
	Iteration 22Q: 3 clusters Score -129206.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -129304.875000 Penalty: 3735.915771
	Iteration 23Q: 3 clusters Score -129304.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -129442.914062 Penalty: 3735.915771
	Iteration 24Q: 3 clusters Score -129442.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -129621.242188 Penalty: 3735.915771
	Iteration 25Q: 3 clusters Score -129621.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -129778.882812 Penalty: 3735.915771
	Iteration 26Q: 3 clusters Score -129778.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -129830.593750 Penalty: 3735.915771
	Iteration 27Q: 3 clusters Score -129830.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -129851.250000 Penalty: 3735.915771
	Iteration 28Q: 3 clusters Score -129851.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -129855.312500 Penalty: 3735.915771
	Iteration 29Q: 3 clusters Score -129855.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -129855.312500 Penalty: 3735.915771
	Iteration 30F: 3 clusters Score -129855.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (28113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Entering Unmasked Estep 
Score: -2148281.500000 Penalty: 2540.508789
	Iteration 0F: 2 clusters Score -2148282 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 13871 members 
Entering Unmasked Estep 
Score: -2128944.750000 Penalty: 5081.017578
	Iteration 0F: 3 clusters Score -2128945 nChanged 12682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2135849.000000 Penalty: 5081.017578
	Iteration 1F: 3 clusters Score -2135849 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2136491.000000 Penalty: 5081.017578
	Iteration 2F: 3 clusters Score -2136491 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2137308.250000 Penalty: 5081.017578
	Iteration 3F: 3 clusters Score -2137308 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2138315.500000 Penalty: 5081.017578
	Iteration 4F: 3 clusters Score -2138316 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2139631.250000 Penalty: 5081.017578
	Iteration 5F: 3 clusters Score -2139631 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2141207.250000 Penalty: 5081.017578
	Iteration 6F: 3 clusters Score -2141207 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2142886.000000 Penalty: 5081.017578
	Iteration 7F: 3 clusters Score -2142886 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2144238.750000 Penalty: 5081.017578
	Iteration 8F: 3 clusters Score -2144239 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2145055.000000 Penalty: 5081.017578
	Iteration 9Q: 3 clusters Score -2145055 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2145565.250000 Penalty: 5081.017578
	Iteration 10Q: 3 clusters Score -2145565 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2145848.500000 Penalty: 5081.017578
	Iteration 11Q: 3 clusters Score -2145848 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2146013.750000 Penalty: 5081.017578
	Iteration 12Q: 3 clusters Score -2146014 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2146117.000000 Penalty: 5081.017578
	Iteration 13Q: 3 clusters Score -2146117 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2146172.250000 Penalty: 5081.017578
	Iteration 14Q: 3 clusters Score -2146172 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2146219.750000 Penalty: 5081.017578
	Iteration 15Q: 3 clusters Score -2146220 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2146259.500000 Penalty: 5081.017578
	Iteration 16Q: 3 clusters Score -2146260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2146277.250000 Penalty: 5081.017578
	Iteration 17Q: 3 clusters Score -2146277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2146296.500000 Penalty: 5081.017578
	Iteration 18Q: 3 clusters Score -2146296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2146305.750000 Penalty: 5081.017578
	Iteration 19Q: 3 clusters Score -2146306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2146321.250000 Penalty: 5081.017578
	Iteration 20F: 3 clusters Score -2146321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2146331.000000 Penalty: 5081.017578
	Iteration 21Q: 3 clusters Score -2146331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2146334.000000 Penalty: 5081.017578
	Iteration 22Q: 3 clusters Score -2146334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2146339.750000 Penalty: 5081.017578
	Iteration 23Q: 3 clusters Score -2146340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2146341.250000 Penalty: 5081.017578
	Iteration 24Q: 3 clusters Score -2146341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2146343.750000 Penalty: 5081.017578
	Iteration 25Q: 3 clusters Score -2146344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2146346.250000 Penalty: 5081.017578
	Iteration 26Q: 3 clusters Score -2146346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2146351.500000 Penalty: 5081.017578
	Iteration 27Q: 3 clusters Score -2146352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2146354.750000 Penalty: 5081.017578
	Iteration 28Q: 3 clusters Score -2146355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2146358.250000 Penalty: 5081.017578
	Iteration 29Q: 3 clusters Score -2146358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2146359.750000 Penalty: 5081.017578
	Iteration 30Q: 3 clusters Score -2146360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2146357.500000 Penalty: 5081.017578
	Iteration 31Q: 3 clusters Score -2146358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2146358.500000 Penalty: 5081.017578
	Iteration 32Q: 3 clusters Score -2146358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2146358.500000 Penalty: 5081.017578
	Iteration 33F: 3 clusters Score -2146358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Entering Unmasked Estep 
Score: -137725.453125 Penalty: 1948.367188
	Iteration 0F: 2 clusters Score -137725.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -134807.906250 Penalty: 3896.734375
	Iteration 0F: 3 clusters Score -134807.9 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -135668.437500 Penalty: 3896.734375
	Iteration 1F: 3 clusters Score -135668.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -136025.046875 Penalty: 3896.734375
	Iteration 2F: 3 clusters Score -136025 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -136319.125000 Penalty: 3896.734375
	Iteration 3F: 3 clusters Score -136319.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -136549.656250 Penalty: 3896.734375
	Iteration 4F: 3 clusters Score -136549.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -136702.593750 Penalty: 3896.734375
	Iteration 5F: 3 clusters Score -136702.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -136803.312500 Penalty: 3896.734375
	Iteration 6Q: 3 clusters Score -136803.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -136884.171875 Penalty: 3896.734375
	Iteration 7Q: 3 clusters Score -136884.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -136942.125000 Penalty: 3896.734375
	Iteration 8Q: 3 clusters Score -136942.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -136975.156250 Penalty: 3896.734375
	Iteration 9Q: 3 clusters Score -136975.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -136997.109375 Penalty: 3896.734375
	Iteration 10Q: 3 clusters Score -136997.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -137014.265625 Penalty: 3896.734375
	Iteration 11Q: 3 clusters Score -137014.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -137027.843750 Penalty: 3896.734375
	Iteration 12Q: 3 clusters Score -137027.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -137039.734375 Penalty: 3896.734375
	Iteration 13Q: 3 clusters Score -137039.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -137053.390625 Penalty: 3896.734375
	Iteration 14Q: 3 clusters Score -137053.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -137070.453125 Penalty: 3896.734375
	Iteration 15Q: 3 clusters Score -137070.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -137085.578125 Penalty: 3896.734375
	Iteration 16Q: 3 clusters Score -137085.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -137102.718750 Penalty: 3896.734375
	Iteration 17Q: 3 clusters Score -137102.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -137118.828125 Penalty: 3896.734375
	Iteration 18Q: 3 clusters Score -137118.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -137127.406250 Penalty: 3896.734375
	Iteration 19Q: 3 clusters Score -137127.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -137134.500000 Penalty: 3896.734375
	Iteration 20F: 3 clusters Score -137134.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -137142.343750 Penalty: 3896.734375
	Iteration 21Q: 3 clusters Score -137142.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -137157.859375 Penalty: 3896.734375
	Iteration 22Q: 3 clusters Score -137157.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -137166.250000 Penalty: 3896.734375
	Iteration 23Q: 3 clusters Score -137166.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -137172.062500 Penalty: 3896.734375
	Iteration 24Q: 3 clusters Score -137172.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -137177.390625 Penalty: 3896.734375
	Iteration 25Q: 3 clusters Score -137177.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -137181.562500 Penalty: 3896.734375
	Iteration 26Q: 3 clusters Score -137181.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -137184.343750 Penalty: 3896.734375
	Iteration 27Q: 3 clusters Score -137184.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -137186.968750 Penalty: 3896.734375
	Iteration 28Q: 3 clusters Score -137187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -137190.125000 Penalty: 3896.734375
	Iteration 29Q: 3 clusters Score -137190.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -137198.062500 Penalty: 3896.734375
	Iteration 30Q: 3 clusters Score -137198.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -137207.765625 Penalty: 3896.734375
	Iteration 31Q: 3 clusters Score -137207.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -137221.437500 Penalty: 3896.734375
	Iteration 32Q: 3 clusters Score -137221.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -137235.625000 Penalty: 3896.734375
	Iteration 33Q: 3 clusters Score -137235.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -137251.812500 Penalty: 3896.734375
	Iteration 34Q: 3 clusters Score -137251.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -137269.843750 Penalty: 3896.734375
	Iteration 35Q: 3 clusters Score -137269.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -137286.687500 Penalty: 3896.734375
	Iteration 36Q: 3 clusters Score -137286.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -137307.562500 Penalty: 3896.734375
	Iteration 37Q: 3 clusters Score -137307.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -137336.625000 Penalty: 3896.734375
	Iteration 38Q: 3 clusters Score -137336.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -137403.015625 Penalty: 3896.734375
	Iteration 39Q: 3 clusters Score -137403 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -137538.515625 Penalty: 3896.734375
	Iteration 40F: 3 clusters Score -137538.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -137830.734375 Penalty: 3896.734375
	Iteration 41Q: 3 clusters Score -137830.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -137983.250000 Penalty: 3896.734375
	Iteration 42Q: 3 clusters Score -137983.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -138023.234375 Penalty: 3896.734375
	Iteration 43Q: 3 clusters Score -138023.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -138043.859375 Penalty: 3896.734375
	Iteration 44Q: 3 clusters Score -138043.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -138059.015625 Penalty: 3896.734375
	Iteration 45Q: 3 clusters Score -138059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -138063.843750 Penalty: 3896.734375
	Iteration 46Q: 3 clusters Score -138063.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -138064.875000 Penalty: 3896.734375
	Iteration 47Q: 3 clusters Score -138064.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -138067.890625 Penalty: 3896.734375
	Iteration 48Q: 3 clusters Score -138067.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -138071.500000 Penalty: 3896.734375
	Iteration 49Q: 3 clusters Score -138071.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -138074.203125 Penalty: 3896.734375
	Iteration 50Q: 3 clusters Score -138074.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -138076.828125 Penalty: 3896.734375
	Iteration 51Q: 3 clusters Score -138076.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -138078.312500 Penalty: 3896.734375
	Iteration 52Q: 3 clusters Score -138078.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -138079.375000 Penalty: 3896.734375
	Iteration 53Q: 3 clusters Score -138079.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -138079.750000 Penalty: 3896.734375
	Iteration 54Q: 3 clusters Score -138079.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -138080.343750 Penalty: 3896.734375
	Iteration 55Q: 3 clusters Score -138080.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -138080.593750 Penalty: 3896.734375
	Iteration 56Q: 3 clusters Score -138080.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -138080.593750 Penalty: 3896.734375
	Iteration 57F: 3 clusters Score -138080.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 207817 members 
Mstep: Class 3 contains 80461 members 
Mstep: Class 4 contains 8101 members 
Mstep: Class 5 contains 206958 members 
Mstep: Class 6 contains 9578 members 
Mstep: Class 7 contains 4596 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80330 members 
Mstep: Class 10 contains 360256 members 
Mstep: Class 11 contains 32117 members 
Mstep: Class 12 contains 4400 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 6809 members 
Mstep: Class 16 contains 124581 members 
Mstep: Class 17 contains 22296 members 
Mstep: Class 18 contains 28369 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 10607 members 
Mstep: Class 21 contains 3908 members 
Mstep: Class 22 contains 10768 members 
Mstep: Class 23 contains 10884 members 
Mstep: Class 24 contains 946 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13821 members 
Mstep: Class 27 contains 16064 members 
Mstep: Class 28 contains 4317 members 
Mstep: Class 29 contains 32977 members 
Mstep: Class 30 contains 9398 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28113 members 
Mstep: Class 35 contains 1386 members 
Mstep: Class 36 contains 9351 members 
Mstep: Class 37 contains 3372 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10716 members 
Mstep: Class 40 contains 5481 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1948 members 
Mstep: Class 43 contains 1639 members 
Mstep: Class 44 contains 2734 members 
Mstep: Class 45 contains 1196 members 
Entering Unmasked Estep 
Score: -102295424.000000 Penalty: 158063.093750
Splitting cluster 35 changes total score from -102296520.000000 to -102295424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (9351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Entering Unmasked Estep 
Score: -675911.125000 Penalty: 2267.523193
	Iteration 0F: 2 clusters Score -675911.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -668690.000000 Penalty: 4535.046387
	Iteration 0F: 3 clusters Score -668690 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -670874.250000 Penalty: 4535.046387
	Iteration 1F: 3 clusters Score -670874.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -671230.812500 Penalty: 4535.046387
	Iteration 2F: 3 clusters Score -671230.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -671550.250000 Penalty: 4535.046387
	Iteration 3F: 3 clusters Score -671550.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -671870.687500 Penalty: 4535.046387
	Iteration 4F: 3 clusters Score -671870.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -672138.687500 Penalty: 4535.046387
	Iteration 5Q: 3 clusters Score -672138.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -672356.812500 Penalty: 4535.046387
	Iteration 6Q: 3 clusters Score -672356.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -672553.250000 Penalty: 4535.046387
	Iteration 7Q: 3 clusters Score -672553.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -672753.812500 Penalty: 4535.046387
	Iteration 8Q: 3 clusters Score -672753.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -672935.562500 Penalty: 4535.046387
	Iteration 9Q: 3 clusters Score -672935.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -673097.125000 Penalty: 4535.046387
	Iteration 10Q: 3 clusters Score -673097.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -673227.875000 Penalty: 4535.046387
	Iteration 11Q: 3 clusters Score -673227.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -673315.000000 Penalty: 4535.046387
	Iteration 12Q: 3 clusters Score -673315 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -673375.250000 Penalty: 4535.046387
	Iteration 13Q: 3 clusters Score -673375.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -673429.187500 Penalty: 4535.046387
	Iteration 14Q: 3 clusters Score -673429.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -673480.750000 Penalty: 4535.046387
	Iteration 15Q: 3 clusters Score -673480.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -673518.750000 Penalty: 4535.046387
	Iteration 16Q: 3 clusters Score -673518.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -673539.187500 Penalty: 4535.046387
	Iteration 17Q: 3 clusters Score -673539.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -673553.375000 Penalty: 4535.046387
	Iteration 18Q: 3 clusters Score -673553.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -673567.187500 Penalty: 4535.046387
	Iteration 19Q: 3 clusters Score -673567.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -673574.812500 Penalty: 4535.046387
	Iteration 20F: 3 clusters Score -673574.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -673582.875000 Penalty: 4535.046387
	Iteration 21Q: 3 clusters Score -673582.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -673595.562500 Penalty: 4535.046387
	Iteration 22Q: 3 clusters Score -673595.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -673606.375000 Penalty: 4535.046387
	Iteration 23Q: 3 clusters Score -673606.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -673614.250000 Penalty: 4535.046387
	Iteration 24Q: 3 clusters Score -673614.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -673624.375000 Penalty: 4535.046387
	Iteration 25Q: 3 clusters Score -673624.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -673633.937500 Penalty: 4535.046387
	Iteration 26Q: 3 clusters Score -673633.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -673638.562500 Penalty: 4535.046387
	Iteration 27Q: 3 clusters Score -673638.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -673646.375000 Penalty: 4535.046387
	Iteration 28Q: 3 clusters Score -673646.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -673651.062500 Penalty: 4535.046387
	Iteration 29Q: 3 clusters Score -673651.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -673656.562500 Penalty: 4535.046387
	Iteration 30Q: 3 clusters Score -673656.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -673657.875000 Penalty: 4535.046387
	Iteration 31Q: 3 clusters Score -673657.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -673660.812500 Penalty: 4535.046387
	Iteration 32Q: 3 clusters Score -673660.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -673662.125000 Penalty: 4535.046387
	Iteration 33Q: 3 clusters Score -673662.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -673666.562500 Penalty: 4535.046387
	Iteration 34Q: 3 clusters Score -673666.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -673666.187500 Penalty: 4535.046387
	Iteration 35Q: 3 clusters Score -673666.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -673667.625000 Penalty: 4535.046387
	Iteration 36Q: 3 clusters Score -673667.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -673674.312500 Penalty: 4535.046387
	Iteration 37Q: 3 clusters Score -673674.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -673678.000000 Penalty: 4535.046387
	Iteration 38Q: 3 clusters Score -673678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -673681.312500 Penalty: 4535.046387
	Iteration 39Q: 3 clusters Score -673681.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -673685.375000 Penalty: 4535.046387
	Iteration 40F: 3 clusters Score -673685.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -673689.500000 Penalty: 4535.046387
	Iteration 41Q: 3 clusters Score -673689.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -673694.812500 Penalty: 4535.046387
	Iteration 42Q: 3 clusters Score -673694.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -673698.500000 Penalty: 4535.046387
	Iteration 43Q: 3 clusters Score -673698.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -673703.625000 Penalty: 4535.046387
	Iteration 44Q: 3 clusters Score -673703.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -673708.375000 Penalty: 4535.046387
	Iteration 45Q: 3 clusters Score -673708.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -673713.375000 Penalty: 4535.046387
	Iteration 46Q: 3 clusters Score -673713.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -673721.625000 Penalty: 4535.046387
	Iteration 47Q: 3 clusters Score -673721.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -673727.750000 Penalty: 4535.046387
	Iteration 48Q: 3 clusters Score -673727.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -673737.875000 Penalty: 4535.046387
	Iteration 49Q: 3 clusters Score -673737.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -673751.625000 Penalty: 4535.046387
	Iteration 50Q: 3 clusters Score -673751.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -673763.062500 Penalty: 4535.046387
	Iteration 51Q: 3 clusters Score -673763.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -673771.312500 Penalty: 4535.046387
	Iteration 52Q: 3 clusters Score -673771.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -673786.375000 Penalty: 4535.046387
	Iteration 53Q: 3 clusters Score -673786.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -673796.437500 Penalty: 4535.046387
	Iteration 54Q: 3 clusters Score -673796.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -673804.937500 Penalty: 4535.046387
	Iteration 55Q: 3 clusters Score -673804.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -673812.875000 Penalty: 4535.046387
	Iteration 56Q: 3 clusters Score -673812.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -673822.187500 Penalty: 4535.046387
	Iteration 57Q: 3 clusters Score -673822.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -673830.937500 Penalty: 4535.046387
	Iteration 58Q: 3 clusters Score -673830.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -673835.562500 Penalty: 4535.046387
	Iteration 59Q: 3 clusters Score -673835.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -673842.812500 Penalty: 4535.046387
	Iteration 60F: 3 clusters Score -673842.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -673848.562500 Penalty: 4535.046387
	Iteration 61Q: 3 clusters Score -673848.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -673852.250000 Penalty: 4535.046387
	Iteration 62Q: 3 clusters Score -673852.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -673859.937500 Penalty: 4535.046387
	Iteration 63Q: 3 clusters Score -673859.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -673863.062500 Penalty: 4535.046387
	Iteration 64Q: 3 clusters Score -673863.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -673868.312500 Penalty: 4535.046387
	Iteration 65Q: 3 clusters Score -673868.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -673872.125000 Penalty: 4535.046387
	Iteration 66Q: 3 clusters Score -673872.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -673880.875000 Penalty: 4535.046387
	Iteration 67Q: 3 clusters Score -673880.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -673889.187500 Penalty: 4535.046387
	Iteration 68Q: 3 clusters Score -673889.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -673899.375000 Penalty: 4535.046387
	Iteration 69Q: 3 clusters Score -673899.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -673911.187500 Penalty: 4535.046387
	Iteration 70Q: 3 clusters Score -673911.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -673924.250000 Penalty: 4535.046387
	Iteration 71Q: 3 clusters Score -673924.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -673931.437500 Penalty: 4535.046387
	Iteration 72Q: 3 clusters Score -673931.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -673942.750000 Penalty: 4535.046387
	Iteration 73Q: 3 clusters Score -673942.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -673954.812500 Penalty: 4535.046387
	Iteration 74Q: 3 clusters Score -673954.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -673962.500000 Penalty: 4535.046387
	Iteration 75Q: 3 clusters Score -673962.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -673975.312500 Penalty: 4535.046387
	Iteration 76Q: 3 clusters Score -673975.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -673989.062500 Penalty: 4535.046387
	Iteration 77Q: 3 clusters Score -673989.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -674003.875000 Penalty: 4535.046387
	Iteration 78Q: 3 clusters Score -674003.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -674016.750000 Penalty: 4535.046387
	Iteration 79Q: 3 clusters Score -674016.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -674031.750000 Penalty: 4535.046387
	Iteration 80F: 3 clusters Score -674031.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -674049.750000 Penalty: 4535.046387
	Iteration 81Q: 3 clusters Score -674049.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -674067.875000 Penalty: 4535.046387
	Iteration 82Q: 3 clusters Score -674067.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -674089.937500 Penalty: 4535.046387
	Iteration 83Q: 3 clusters Score -674089.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -674112.000000 Penalty: 4535.046387
	Iteration 84Q: 3 clusters Score -674112 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -674136.562500 Penalty: 4535.046387
	Iteration 85Q: 3 clusters Score -674136.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -674167.562500 Penalty: 4535.046387
	Iteration 86Q: 3 clusters Score -674167.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -674210.625000 Penalty: 4535.046387
	Iteration 87Q: 3 clusters Score -674210.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -674256.000000 Penalty: 4535.046387
	Iteration 88Q: 3 clusters Score -674256 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -674304.437500 Penalty: 4535.046387
	Iteration 89Q: 3 clusters Score -674304.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -674365.812500 Penalty: 4535.046387
	Iteration 90Q: 3 clusters Score -674365.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -674425.062500 Penalty: 4535.046387
	Iteration 91Q: 3 clusters Score -674425.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -674490.375000 Penalty: 4535.046387
	Iteration 92Q: 3 clusters Score -674490.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -674571.937500 Penalty: 4535.046387
	Iteration 93Q: 3 clusters Score -674571.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -674674.875000 Penalty: 4535.046387
	Iteration 94Q: 3 clusters Score -674674.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -674752.625000 Penalty: 4535.046387
	Iteration 95Q: 3 clusters Score -674752.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -674805.812500 Penalty: 4535.046387
	Iteration 96Q: 3 clusters Score -674805.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -674840.500000 Penalty: 4535.046387
	Iteration 97Q: 3 clusters Score -674840.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -674858.437500 Penalty: 4535.046387
	Iteration 98Q: 3 clusters Score -674858.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -674872.375000 Penalty: 4535.046387
	Iteration 99Q: 3 clusters Score -674872.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -674885.812500 Penalty: 4535.046387
	Iteration 100F: 3 clusters Score -674885.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -674896.437500 Penalty: 4535.046387
	Iteration 101Q: 3 clusters Score -674896.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -674902.625000 Penalty: 4535.046387
	Iteration 102Q: 3 clusters Score -674902.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -674907.937500 Penalty: 4535.046387
	Iteration 103Q: 3 clusters Score -674907.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -674912.812500 Penalty: 4535.046387
	Iteration 104Q: 3 clusters Score -674912.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -674915.500000 Penalty: 4535.046387
	Iteration 105Q: 3 clusters Score -674915.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -674917.375000 Penalty: 4535.046387
	Iteration 106Q: 3 clusters Score -674917.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -674917.812500 Penalty: 4535.046387
	Iteration 107Q: 3 clusters Score -674917.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -674918.312500 Penalty: 4535.046387
	Iteration 108Q: 3 clusters Score -674918.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -674918.812500 Penalty: 4535.046387
	Iteration 109Q: 3 clusters Score -674918.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -674919.750000 Penalty: 4535.046387
	Iteration 110Q: 3 clusters Score -674919.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -674921.187500 Penalty: 4535.046387
	Iteration 111Q: 3 clusters Score -674921.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -674921.000000 Penalty: 4535.046387
	Iteration 112Q: 3 clusters Score -674921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -674924.250000 Penalty: 4535.046387
	Iteration 113Q: 3 clusters Score -674924.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -674923.687500 Penalty: 4535.046387
	Iteration 114Q: 3 clusters Score -674923.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -674924.937500 Penalty: 4535.046387
	Iteration 115Q: 3 clusters Score -674924.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -674924.625000 Penalty: 4535.046387
	Iteration 116Q: 3 clusters Score -674924.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -674924.625000 Penalty: 4535.046387
	Iteration 117F: 3 clusters Score -674924.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Entering Unmasked Estep 
Score: -225773.609375 Penalty: 2014.568848
	Iteration 0F: 2 clusters Score -225773.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -222230.656250 Penalty: 4029.137695
	Iteration 0F: 3 clusters Score -222230.7 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -223026.328125 Penalty: 4029.137695
	Iteration 1F: 3 clusters Score -223026.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -223369.859375 Penalty: 4029.137695
	Iteration 2F: 3 clusters Score -223369.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -223675.734375 Penalty: 4029.137695
	Iteration 3F: 3 clusters Score -223675.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -223941.281250 Penalty: 4029.137695
	Iteration 4F: 3 clusters Score -223941.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -224174.875000 Penalty: 4029.137695
	Iteration 5F: 3 clusters Score -224174.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -224360.640625 Penalty: 4029.137695
	Iteration 6Q: 3 clusters Score -224360.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -224483.796875 Penalty: 4029.137695
	Iteration 7Q: 3 clusters Score -224483.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -224560.671875 Penalty: 4029.137695
	Iteration 8Q: 3 clusters Score -224560.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -224627.250000 Penalty: 4029.137695
	Iteration 9Q: 3 clusters Score -224627.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -224664.093750 Penalty: 4029.137695
	Iteration 10Q: 3 clusters Score -224664.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -224692.109375 Penalty: 4029.137695
	Iteration 11Q: 3 clusters Score -224692.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -224716.125000 Penalty: 4029.137695
	Iteration 12Q: 3 clusters Score -224716.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -224752.625000 Penalty: 4029.137695
	Iteration 13Q: 3 clusters Score -224752.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -224781.750000 Penalty: 4029.137695
	Iteration 14Q: 3 clusters Score -224781.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -224797.218750 Penalty: 4029.137695
	Iteration 15Q: 3 clusters Score -224797.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -224808.453125 Penalty: 4029.137695
	Iteration 16Q: 3 clusters Score -224808.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -224814.453125 Penalty: 4029.137695
	Iteration 17Q: 3 clusters Score -224814.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -224817.281250 Penalty: 4029.137695
	Iteration 18Q: 3 clusters Score -224817.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -224818.468750 Penalty: 4029.137695
	Iteration 19Q: 3 clusters Score -224818.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -224819.218750 Penalty: 4029.137695
	Iteration 20F: 3 clusters Score -224819.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -224819.921875 Penalty: 4029.137695
	Iteration 21Q: 3 clusters Score -224819.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -224819.687500 Penalty: 4029.137695
	Iteration 22Q: 3 clusters Score -224819.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -224819.687500 Penalty: 4029.137695
	Iteration 23F: 3 clusters Score -224819.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -216391.828125 Penalty: 1986.980469
	Iteration 0F: 2 clusters Score -216391.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -213143.296875 Penalty: 3973.960938
	Iteration 0F: 3 clusters Score -213143.3 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -213835.078125 Penalty: 3973.960938
	Iteration 1F: 3 clusters Score -213835.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -214047.687500 Penalty: 3973.960938
	Iteration 2F: 3 clusters Score -214047.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -214193.890625 Penalty: 3973.960938
	Iteration 3F: 3 clusters Score -214193.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -214309.796875 Penalty: 3973.960938
	Iteration 4Q: 3 clusters Score -214309.8 nChanged 121
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: -214405.796875 Penalty: 3973.960938
	Iteration 5Q: 3 clusters Score -214405.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -214521.421875 Penalty: 3973.960938
	Iteration 6Q: 3 clusters Score -214521.4 nChanged 123
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: -214619.265625 Penalty: 3973.960938
	Iteration 7Q: 3 clusters Score -214619.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -214722.734375 Penalty: 3973.960938
	Iteration 8Q: 3 clusters Score -214722.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -214847.453125 Penalty: 3973.960938
	Iteration 9Q: 3 clusters Score -214847.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -214964.359375 Penalty: 3973.960938
	Iteration 10Q: 3 clusters Score -214964.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -215043.953125 Penalty: 3973.960938
	Iteration 11Q: 3 clusters Score -215044 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -215105.859375 Penalty: 3973.960938
	Iteration 12Q: 3 clusters Score -215105.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -215146.687500 Penalty: 3973.960938
	Iteration 13Q: 3 clusters Score -215146.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -215172.390625 Penalty: 3973.960938
	Iteration 14Q: 3 clusters Score -215172.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -215186.406250 Penalty: 3973.960938
	Iteration 15Q: 3 clusters Score -215186.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -215197.171875 Penalty: 3973.960938
	Iteration 16Q: 3 clusters Score -215197.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -215206.937500 Penalty: 3973.960938
	Iteration 17Q: 3 clusters Score -215206.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -215213.593750 Penalty: 3973.960938
	Iteration 18Q: 3 clusters Score -215213.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -215217.921875 Penalty: 3973.960938
	Iteration 19Q: 3 clusters Score -215217.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -215223.125000 Penalty: 3973.960938
	Iteration 20F: 3 clusters Score -215223.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -215224.515625 Penalty: 3973.960938
	Iteration 21Q: 3 clusters Score -215224.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -215224.515625 Penalty: 3973.960938
	Iteration 22F: 3 clusters Score -215224.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Entering Unmasked Estep 
Score: -788788.562500 Penalty: 2301.314453
	Iteration 0F: 2 clusters Score -788788.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -780665.625000 Penalty: 4602.628906
	Iteration 0F: 3 clusters Score -780665.6 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -783091.625000 Penalty: 4602.628906
	Iteration 1F: 3 clusters Score -783091.6 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -783395.375000 Penalty: 4602.628906
	Iteration 2F: 3 clusters Score -783395.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -783638.500000 Penalty: 4602.628906
	Iteration 3Q: 3 clusters Score -783638.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -783839.500000 Penalty: 4602.628906
	Iteration 4Q: 3 clusters Score -783839.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -784037.312500 Penalty: 4602.628906
	Iteration 5Q: 3 clusters Score -784037.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -784247.187500 Penalty: 4602.628906
	Iteration 6Q: 3 clusters Score -784247.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -784432.750000 Penalty: 4602.628906
	Iteration 7Q: 3 clusters Score -784432.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -784610.500000 Penalty: 4602.628906
	Iteration 8Q: 3 clusters Score -784610.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -784780.000000 Penalty: 4602.628906
	Iteration 9Q: 3 clusters Score -784780 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -784936.062500 Penalty: 4602.628906
	Iteration 10Q: 3 clusters Score -784936.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -785086.000000 Penalty: 4602.628906
	Iteration 11Q: 3 clusters Score -785086 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -785227.437500 Penalty: 4602.628906
	Iteration 12Q: 3 clusters Score -785227.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -785373.312500 Penalty: 4602.628906
	Iteration 13Q: 3 clusters Score -785373.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -785518.750000 Penalty: 4602.628906
	Iteration 14Q: 3 clusters Score -785518.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -785636.000000 Penalty: 4602.628906
	Iteration 15Q: 3 clusters Score -785636 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -785766.000000 Penalty: 4602.628906
	Iteration 16Q: 3 clusters Score -785766 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -785872.187500 Penalty: 4602.628906
	Iteration 17Q: 3 clusters Score -785872.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -785957.562500 Penalty: 4602.628906
	Iteration 18Q: 3 clusters Score -785957.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -786049.625000 Penalty: 4602.628906
	Iteration 19Q: 3 clusters Score -786049.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -786132.000000 Penalty: 4602.628906
	Iteration 20F: 3 clusters Score -786132 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -786207.625000 Penalty: 4602.628906
	Iteration 21Q: 3 clusters Score -786207.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -786274.937500 Penalty: 4602.628906
	Iteration 22Q: 3 clusters Score -786274.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -786326.750000 Penalty: 4602.628906
	Iteration 23Q: 3 clusters Score -786326.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -786368.375000 Penalty: 4602.628906
	Iteration 24Q: 3 clusters Score -786368.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -786413.062500 Penalty: 4602.628906
	Iteration 25Q: 3 clusters Score -786413.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -786447.187500 Penalty: 4602.628906
	Iteration 26Q: 3 clusters Score -786447.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -786471.250000 Penalty: 4602.628906
	Iteration 27Q: 3 clusters Score -786471.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -786489.125000 Penalty: 4602.628906
	Iteration 28Q: 3 clusters Score -786489.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -786510.875000 Penalty: 4602.628906
	Iteration 29Q: 3 clusters Score -786510.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -786531.750000 Penalty: 4602.628906
	Iteration 30Q: 3 clusters Score -786531.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -786558.062500 Penalty: 4602.628906
	Iteration 31Q: 3 clusters Score -786558.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -786585.250000 Penalty: 4602.628906
	Iteration 32Q: 3 clusters Score -786585.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -786622.562500 Penalty: 4602.628906
	Iteration 33Q: 3 clusters Score -786622.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -786672.687500 Penalty: 4602.628906
	Iteration 34Q: 3 clusters Score -786672.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -786734.250000 Penalty: 4602.628906
	Iteration 35Q: 3 clusters Score -786734.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -786800.250000 Penalty: 4602.628906
	Iteration 36Q: 3 clusters Score -786800.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -786878.750000 Penalty: 4602.628906
	Iteration 37Q: 3 clusters Score -786878.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -786937.062500 Penalty: 4602.628906
	Iteration 38Q: 3 clusters Score -786937.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -786988.125000 Penalty: 4602.628906
	Iteration 39Q: 3 clusters Score -786988.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -787014.312500 Penalty: 4602.628906
	Iteration 40F: 3 clusters Score -787014.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -787036.750000 Penalty: 4602.628906
	Iteration 41Q: 3 clusters Score -787036.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -787049.750000 Penalty: 4602.628906
	Iteration 42Q: 3 clusters Score -787049.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -787055.437500 Penalty: 4602.628906
	Iteration 43Q: 3 clusters Score -787055.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -787062.750000 Penalty: 4602.628906
	Iteration 44Q: 3 clusters Score -787062.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -787070.062500 Penalty: 4602.628906
	Iteration 45Q: 3 clusters Score -787070.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -787072.375000 Penalty: 4602.628906
	Iteration 46Q: 3 clusters Score -787072.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -787075.500000 Penalty: 4602.628906
	Iteration 47Q: 3 clusters Score -787075.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -787079.312500 Penalty: 4602.628906
	Iteration 48Q: 3 clusters Score -787079.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -787079.625000 Penalty: 4602.628906
	Iteration 49Q: 3 clusters Score -787079.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -787087.062500 Penalty: 4602.628906
	Iteration 50Q: 3 clusters Score -787087.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -787091.187500 Penalty: 4602.628906
	Iteration 51Q: 3 clusters Score -787091.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -787091.687500 Penalty: 4602.628906
	Iteration 52Q: 3 clusters Score -787091.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -787093.250000 Penalty: 4602.628906
	Iteration 53Q: 3 clusters Score -787093.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -787096.687500 Penalty: 4602.628906
	Iteration 54Q: 3 clusters Score -787096.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -787097.187500 Penalty: 4602.628906
	Iteration 55Q: 3 clusters Score -787097.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -787100.187500 Penalty: 4602.628906
	Iteration 56Q: 3 clusters Score -787100.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -787103.187500 Penalty: 4602.628906
	Iteration 57Q: 3 clusters Score -787103.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -787104.375000 Penalty: 4602.628906
	Iteration 58Q: 3 clusters Score -787104.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -787104.687500 Penalty: 4602.628906
	Iteration 59Q: 3 clusters Score -787104.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -787104.687500 Penalty: 4602.628906
	Iteration 60F: 3 clusters Score -787104.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Entering Unmasked Estep 
Score: -406727.906250 Penalty: 2135.042725
	Iteration 0F: 2 clusters Score -406727.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -401898.156250 Penalty: 4270.085449
	Iteration 0F: 3 clusters Score -401898.2 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -403025.812500 Penalty: 4270.085449
	Iteration 1F: 3 clusters Score -403025.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -403232.312500 Penalty: 4270.085449
	Iteration 2F: 3 clusters Score -403232.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -403396.031250 Penalty: 4270.085449
	Iteration 3F: 3 clusters Score -403396 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -403510.312500 Penalty: 4270.085449
	Iteration 4Q: 3 clusters Score -403510.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -403600.031250 Penalty: 4270.085449
	Iteration 5Q: 3 clusters Score -403600 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -403675.781250 Penalty: 4270.085449
	Iteration 6Q: 3 clusters Score -403675.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -403729.906250 Penalty: 4270.085449
	Iteration 7Q: 3 clusters Score -403729.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -403773.875000 Penalty: 4270.085449
	Iteration 8Q: 3 clusters Score -403773.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -403808.843750 Penalty: 4270.085449
	Iteration 9Q: 3 clusters Score -403808.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -403836.218750 Penalty: 4270.085449
	Iteration 10Q: 3 clusters Score -403836.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -403857.968750 Penalty: 4270.085449
	Iteration 11Q: 3 clusters Score -403858 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -403880.468750 Penalty: 4270.085449
	Iteration 12Q: 3 clusters Score -403880.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -403896.687500 Penalty: 4270.085449
	Iteration 13Q: 3 clusters Score -403896.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -403911.656250 Penalty: 4270.085449
	Iteration 14Q: 3 clusters Score -403911.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -403927.125000 Penalty: 4270.085449
	Iteration 15Q: 3 clusters Score -403927.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -403942.031250 Penalty: 4270.085449
	Iteration 16Q: 3 clusters Score -403942 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -403959.687500 Penalty: 4270.085449
	Iteration 17Q: 3 clusters Score -403959.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -403985.187500 Penalty: 4270.085449
	Iteration 18Q: 3 clusters Score -403985.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -404011.687500 Penalty: 4270.085449
	Iteration 19Q: 3 clusters Score -404011.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -404031.906250 Penalty: 4270.085449
	Iteration 20F: 3 clusters Score -404031.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -404049.531250 Penalty: 4270.085449
	Iteration 21Q: 3 clusters Score -404049.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -404073.468750 Penalty: 4270.085449
	Iteration 22Q: 3 clusters Score -404073.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -404095.968750 Penalty: 4270.085449
	Iteration 23Q: 3 clusters Score -404096 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -404115.343750 Penalty: 4270.085449
	Iteration 24Q: 3 clusters Score -404115.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -404132.156250 Penalty: 4270.085449
	Iteration 25Q: 3 clusters Score -404132.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -404148.343750 Penalty: 4270.085449
	Iteration 26Q: 3 clusters Score -404148.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -404171.718750 Penalty: 4270.085449
	Iteration 27Q: 3 clusters Score -404171.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -404203.406250 Penalty: 4270.085449
	Iteration 28Q: 3 clusters Score -404203.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -404236.406250 Penalty: 4270.085449
	Iteration 29Q: 3 clusters Score -404236.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -404277.406250 Penalty: 4270.085449
	Iteration 30Q: 3 clusters Score -404277.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -404321.750000 Penalty: 4270.085449
	Iteration 31Q: 3 clusters Score -404321.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -404367.656250 Penalty: 4270.085449
	Iteration 32Q: 3 clusters Score -404367.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -404412.843750 Penalty: 4270.085449
	Iteration 33Q: 3 clusters Score -404412.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -404462.500000 Penalty: 4270.085449
	Iteration 34Q: 3 clusters Score -404462.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -404513.156250 Penalty: 4270.085449
	Iteration 35Q: 3 clusters Score -404513.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -404565.062500 Penalty: 4270.085449
	Iteration 36Q: 3 clusters Score -404565.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -404626.312500 Penalty: 4270.085449
	Iteration 37Q: 3 clusters Score -404626.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -404692.687500 Penalty: 4270.085449
	Iteration 38Q: 3 clusters Score -404692.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -404751.312500 Penalty: 4270.085449
	Iteration 39Q: 3 clusters Score -404751.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -404793.125000 Penalty: 4270.085449
	Iteration 40F: 3 clusters Score -404793.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -404828.937500 Penalty: 4270.085449
	Iteration 41Q: 3 clusters Score -404828.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -404874.843750 Penalty: 4270.085449
	Iteration 42Q: 3 clusters Score -404874.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -404916.625000 Penalty: 4270.085449
	Iteration 43Q: 3 clusters Score -404916.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -404941.812500 Penalty: 4270.085449
	Iteration 44Q: 3 clusters Score -404941.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -404965.750000 Penalty: 4270.085449
	Iteration 45Q: 3 clusters Score -404965.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -404994.218750 Penalty: 4270.085449
	Iteration 46Q: 3 clusters Score -404994.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -405028.281250 Penalty: 4270.085449
	Iteration 47Q: 3 clusters Score -405028.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -405058.156250 Penalty: 4270.085449
	Iteration 48Q: 3 clusters Score -405058.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -405081.156250 Penalty: 4270.085449
	Iteration 49Q: 3 clusters Score -405081.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -405092.093750 Penalty: 4270.085449
	Iteration 50Q: 3 clusters Score -405092.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -405098.625000 Penalty: 4270.085449
	Iteration 51Q: 3 clusters Score -405098.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -405105.031250 Penalty: 4270.085449
	Iteration 52Q: 3 clusters Score -405105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -405110.687500 Penalty: 4270.085449
	Iteration 53Q: 3 clusters Score -405110.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -405112.156250 Penalty: 4270.085449
	Iteration 54Q: 3 clusters Score -405112.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -405115.281250 Penalty: 4270.085449
	Iteration 55Q: 3 clusters Score -405115.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -405117.187500 Penalty: 4270.085449
	Iteration 56Q: 3 clusters Score -405117.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -405117.812500 Penalty: 4270.085449
	Iteration 57Q: 3 clusters Score -405117.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -405119.406250 Penalty: 4270.085449
	Iteration 58Q: 3 clusters Score -405119.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -405120.968750 Penalty: 4270.085449
	Iteration 59Q: 3 clusters Score -405121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -405121.781250 Penalty: 4270.085449
	Iteration 60F: 3 clusters Score -405121.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -405121.937500 Penalty: 4270.085449
	Iteration 61Q: 3 clusters Score -405121.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -405121.937500 Penalty: 4270.085449
	Iteration 62F: 3 clusters Score -405121.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Entering Unmasked Estep 
Score: -177414.781250 Penalty: 1947.693970
	Iteration 0F: 2 clusters Score -177414.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -174471.140625 Penalty: 3895.387939
	Iteration 0F: 3 clusters Score -174471.1 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -175161.656250 Penalty: 3895.387939
	Iteration 1F: 3 clusters Score -175161.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -175603.890625 Penalty: 3895.387939
	Iteration 2F: 3 clusters Score -175603.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -176067.375000 Penalty: 3895.387939
	Iteration 3F: 3 clusters Score -176067.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -176451.750000 Penalty: 3895.387939
	Iteration 4F: 3 clusters Score -176451.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -176927.609375 Penalty: 3895.387939
	Iteration 5F: 3 clusters Score -176927.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -177525.796875 Penalty: 3895.387939
	Iteration 6F: 3 clusters Score -177525.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -177888.406250 Penalty: 3895.387939
	Iteration 7F: 3 clusters Score -177888.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -178136.031250 Penalty: 3895.387939
	Iteration 8Q: 3 clusters Score -178136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -178284.562500 Penalty: 3895.387939
	Iteration 9Q: 3 clusters Score -178284.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -178380.093750 Penalty: 3895.387939
	Iteration 10Q: 3 clusters Score -178380.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -178404.234375 Penalty: 3895.387939
	Iteration 11Q: 3 clusters Score -178404.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -178420.328125 Penalty: 3895.387939
	Iteration 12Q: 3 clusters Score -178420.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -178423.218750 Penalty: 3895.387939
	Iteration 13Q: 3 clusters Score -178423.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -178424.000000 Penalty: 3895.387939
	Iteration 14Q: 3 clusters Score -178424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -178425.171875 Penalty: 3895.387939
	Iteration 15Q: 3 clusters Score -178425.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -178425.171875 Penalty: 3895.387939
	Iteration 16F: 3 clusters Score -178425.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 207817 members 
Mstep: Class 3 contains 80461 members 
Mstep: Class 4 contains 8101 members 
Mstep: Class 5 contains 206958 members 
Mstep: Class 6 contains 9578 members 
Mstep: Class 7 contains 4596 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80330 members 
Mstep: Class 10 contains 360256 members 
Mstep: Class 11 contains 32117 members 
Mstep: Class 12 contains 4400 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 6809 members 
Mstep: Class 16 contains 124581 members 
Mstep: Class 17 contains 22296 members 
Mstep: Class 18 contains 28369 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 10607 members 
Mstep: Class 21 contains 3908 members 
Mstep: Class 22 contains 10768 members 
Mstep: Class 23 contains 10884 members 
Mstep: Class 24 contains 946 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13821 members 
Mstep: Class 27 contains 16064 members 
Mstep: Class 28 contains 4317 members 
Mstep: Class 29 contains 32977 members 
Mstep: Class 30 contains 9398 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28113 members 
Mstep: Class 35 contains 2582 members 
Mstep: Class 36 contains 9351 members 
Mstep: Class 37 contains 3372 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10716 members 
Mstep: Class 40 contains 5481 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 1948 members 
Mstep: Class 43 contains 1639 members 
Mstep: Class 44 contains 2734 members 
Mstep: Class 45 contains 2111 members 
Entering Unmasked Estep 
Score: -102295920.000000 Penalty: 158063.093750
Splitting cluster 41 changes total score from -102296520.000000 to -102295920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (1948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Entering Unmasked Estep 
Score: -142046.796875 Penalty: 1878.490479
	Iteration 0F: 2 clusters Score -142046.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -139438.375000 Penalty: 3756.980957
	Iteration 0F: 3 clusters Score -139438.4 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -139862.187500 Penalty: 3756.980957
	Iteration 1F: 3 clusters Score -139862.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -139978.093750 Penalty: 3756.980957
	Iteration 2F: 3 clusters Score -139978.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -140060.265625 Penalty: 3756.980957
	Iteration 3Q: 3 clusters Score -140060.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -140120.156250 Penalty: 3756.980957
	Iteration 4Q: 3 clusters Score -140120.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -140167.734375 Penalty: 3756.980957
	Iteration 5Q: 3 clusters Score -140167.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -140206.453125 Penalty: 3756.980957
	Iteration 6Q: 3 clusters Score -140206.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -140253.734375 Penalty: 3756.980957
	Iteration 7Q: 3 clusters Score -140253.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -140296.640625 Penalty: 3756.980957
	Iteration 8Q: 3 clusters Score -140296.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -140344.343750 Penalty: 3756.980957
	Iteration 9Q: 3 clusters Score -140344.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -140393.531250 Penalty: 3756.980957
	Iteration 10Q: 3 clusters Score -140393.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -140444.593750 Penalty: 3756.980957
	Iteration 11Q: 3 clusters Score -140444.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -140515.796875 Penalty: 3756.980957
	Iteration 12Q: 3 clusters Score -140515.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -140603.187500 Penalty: 3756.980957
	Iteration 13Q: 3 clusters Score -140603.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -140664.937500 Penalty: 3756.980957
	Iteration 14Q: 3 clusters Score -140664.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -140704.609375 Penalty: 3756.980957
	Iteration 15Q: 3 clusters Score -140704.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -140725.343750 Penalty: 3756.980957
	Iteration 16Q: 3 clusters Score -140725.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -140743.859375 Penalty: 3756.980957
	Iteration 17Q: 3 clusters Score -140743.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -140758.546875 Penalty: 3756.980957
	Iteration 18Q: 3 clusters Score -140758.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -140774.921875 Penalty: 3756.980957
	Iteration 19Q: 3 clusters Score -140774.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -140789.625000 Penalty: 3756.980957
	Iteration 20F: 3 clusters Score -140789.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -140805.531250 Penalty: 3756.980957
	Iteration 21Q: 3 clusters Score -140805.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -140817.281250 Penalty: 3756.980957
	Iteration 22Q: 3 clusters Score -140817.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -140827.343750 Penalty: 3756.980957
	Iteration 23Q: 3 clusters Score -140827.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -140833.000000 Penalty: 3756.980957
	Iteration 24Q: 3 clusters Score -140833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -140840.718750 Penalty: 3756.980957
	Iteration 25Q: 3 clusters Score -140840.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -140844.703125 Penalty: 3756.980957
	Iteration 26Q: 3 clusters Score -140844.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -140846.140625 Penalty: 3756.980957
	Iteration 27Q: 3 clusters Score -140846.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -140847.796875 Penalty: 3756.980957
	Iteration 28Q: 3 clusters Score -140847.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -140848.656250 Penalty: 3756.980957
	Iteration 29Q: 3 clusters Score -140848.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -140848.656250 Penalty: 3756.980957
	Iteration 30F: 3 clusters Score -140848.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Entering Unmasked Estep 
Score: -110541.242188 Penalty: 1835.656738
	Iteration 0F: 2 clusters Score -110541.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -108116.328125 Penalty: 3671.313477
	Iteration 0F: 3 clusters Score -108116.3 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -108506.007812 Penalty: 3671.313477
	Iteration 1F: 3 clusters Score -108506 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -108607.171875 Penalty: 3671.313477
	Iteration 2F: 3 clusters Score -108607.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -108661.507812 Penalty: 3671.313477
	Iteration 3Q: 3 clusters Score -108661.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -108692.953125 Penalty: 3671.313477
	Iteration 4Q: 3 clusters Score -108693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -108722.695312 Penalty: 3671.313477
	Iteration 5Q: 3 clusters Score -108722.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -108747.234375 Penalty: 3671.313477
	Iteration 6Q: 3 clusters Score -108747.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -108771.320312 Penalty: 3671.313477
	Iteration 7Q: 3 clusters Score -108771.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -108791.820312 Penalty: 3671.313477
	Iteration 8Q: 3 clusters Score -108791.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -108805.507812 Penalty: 3671.313477
	Iteration 9Q: 3 clusters Score -108805.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -108817.296875 Penalty: 3671.313477
	Iteration 10Q: 3 clusters Score -108817.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -108830.023438 Penalty: 3671.313477
	Iteration 11Q: 3 clusters Score -108830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -108846.289062 Penalty: 3671.313477
	Iteration 12Q: 3 clusters Score -108846.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -108854.476562 Penalty: 3671.313477
	Iteration 13Q: 3 clusters Score -108854.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -108862.640625 Penalty: 3671.313477
	Iteration 14Q: 3 clusters Score -108862.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -108868.000000 Penalty: 3671.313477
	Iteration 15Q: 3 clusters Score -108868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -108872.648438 Penalty: 3671.313477
	Iteration 16Q: 3 clusters Score -108872.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -108876.117188 Penalty: 3671.313477
	Iteration 17Q: 3 clusters Score -108876.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -108877.218750 Penalty: 3671.313477
	Iteration 18Q: 3 clusters Score -108877.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -108880.335938 Penalty: 3671.313477
	Iteration 19Q: 3 clusters Score -108880.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -108880.984375 Penalty: 3671.313477
	Iteration 20F: 3 clusters Score -108881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 207817 members 
Mstep: Class 3 contains 80461 members 
Mstep: Class 4 contains 8101 members 
Mstep: Class 5 contains 206958 members 
Mstep: Class 6 contains 9578 members 
Mstep: Class 7 contains 4596 members 
Mstep: Class 8 contains 1308 members 
Mstep: Class 9 contains 80330 members 
Mstep: Class 10 contains 360256 members 
Mstep: Class 11 contains 32117 members 
Mstep: Class 12 contains 4400 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 6809 members 
Mstep: Class 16 contains 124581 members 
Mstep: Class 17 contains 22296 members 
Mstep: Class 18 contains 28369 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 10607 members 
Mstep: Class 21 contains 3908 members 
Mstep: Class 22 contains 10768 members 
Mstep: Class 23 contains 10884 members 
Mstep: Class 24 contains 946 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13821 members 
Mstep: Class 27 contains 16064 members 
Mstep: Class 28 contains 4317 members 
Mstep: Class 29 contains 32977 members 
Mstep: Class 30 contains 9398 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2263 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28113 members 
Mstep: Class 35 contains 2582 members 
Mstep: Class 36 contains 9351 members 
Mstep: Class 37 contains 3372 members 
Mstep: Class 38 contains 3017 members 
Mstep: Class 39 contains 10716 members 
Mstep: Class 40 contains 5481 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1948 members 
Mstep: Class 43 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296896.000000 Penalty: 154550.578125
Iteration 159Q: 45 clusters Score -1.022969e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 207812 members 
Mstep: Class 3 contains 80407 members 
Mstep: Class 4 contains 8058 members 
Mstep: Class 5 contains 206965 members 
Mstep: Class 6 contains 9528 members 
Mstep: Class 7 contains 4574 members 
Mstep: Class 8 contains 1312 members 
Mstep: Class 9 contains 80335 members 
Mstep: Class 10 contains 360197 members 
Mstep: Class 11 contains 32162 members 
Mstep: Class 12 contains 4437 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 7135 members 
Mstep: Class 15 contains 6796 members 
Mstep: Class 16 contains 124574 members 
Mstep: Class 17 contains 22357 members 
Mstep: Class 18 contains 28369 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 10607 members 
Mstep: Class 21 contains 3906 members 
Mstep: Class 22 contains 10773 members 
Mstep: Class 23 contains 10898 members 
Mstep: Class 24 contains 950 members 
Mstep: Class 25 contains 12825 members 
Mstep: Class 26 contains 13812 members 
Mstep: Class 27 contains 16067 members 
Mstep: Class 28 contains 4319 members 
Mstep: Class 29 contains 32983 members 
Mstep: Class 30 contains 9407 members 
Mstep: Class 31 contains 2561 members 
Mstep: Class 32 contains 2369 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28126 members 
Mstep: Class 35 contains 2582 members 
Mstep: Class 36 contains 9360 members 
Mstep: Class 37 contains 3374 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 10684 members 
Mstep: Class 40 contains 5506 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1639 members 
Mstep: Class 44 contains 2672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297288.000000 Penalty: 154550.578125
Iteration 160F: 45 clusters Score -1.022973e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 207811 members 
Mstep: Class 3 contains 80351 members 
Mstep: Class 4 contains 8008 members 
Mstep: Class 5 contains 206965 members 
Mstep: Class 6 contains 9523 members 
Mstep: Class 7 contains 4569 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 80338 members 
Mstep: Class 10 contains 360144 members 
Mstep: Class 11 contains 32210 members 
Mstep: Class 12 contains 4430 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 7135 members 
Mstep: Class 15 contains 6775 members 
Mstep: Class 16 contains 124561 members 
Mstep: Class 17 contains 22417 members 
Mstep: Class 18 contains 28370 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10603 members 
Mstep: Class 21 contains 3904 members 
Mstep: Class 22 contains 10778 members 
Mstep: Class 23 contains 10904 members 
Mstep: Class 24 contains 949 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13797 members 
Mstep: Class 27 contains 16070 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 32987 members 
Mstep: Class 30 contains 9418 members 
Mstep: Class 31 contains 2561 members 
Mstep: Class 32 contains 2408 members 
Mstep: Class 33 contains 1868 members 
Mstep: Class 34 contains 28146 members 
Mstep: Class 35 contains 2582 members 
Mstep: Class 36 contains 9364 members 
Mstep: Class 37 contains 3369 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 10669 members 
Mstep: Class 40 contains 5539 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1638 members 
Mstep: Class 44 contains 2686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297392.000000 Penalty: 154550.578125
Iteration 161Q: 45 clusters Score -1.022974e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 207805 members 
Mstep: Class 3 contains 80298 members 
Mstep: Class 4 contains 7965 members 
Mstep: Class 5 contains 206964 members 
Mstep: Class 6 contains 9519 members 
Mstep: Class 7 contains 4580 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 80340 members 
Mstep: Class 10 contains 360091 members 
Mstep: Class 11 contains 32267 members 
Mstep: Class 12 contains 4431 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 7135 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 124566 members 
Mstep: Class 17 contains 22461 members 
Mstep: Class 18 contains 28376 members 
Mstep: Class 19 contains 2647 members 
Mstep: Class 20 contains 10599 members 
Mstep: Class 21 contains 3898 members 
Mstep: Class 22 contains 10785 members 
Mstep: Class 23 contains 10903 members 
Mstep: Class 24 contains 949 members 
Mstep: Class 25 contains 12825 members 
Mstep: Class 26 contains 13793 members 
Mstep: Class 27 contains 16073 members 
Mstep: Class 28 contains 4322 members 
Mstep: Class 29 contains 32988 members 
Mstep: Class 30 contains 9415 members 
Mstep: Class 31 contains 2562 members 
Mstep: Class 32 contains 2427 members 
Mstep: Class 33 contains 1868 members 
Mstep: Class 34 contains 28168 members 
Mstep: Class 35 contains 2583 members 
Mstep: Class 36 contains 9366 members 
Mstep: Class 37 contains 3365 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 10662 members 
Mstep: Class 40 contains 5560 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1639 members 
Mstep: Class 44 contains 2683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297488.000000 Penalty: 154550.578125
Iteration 162Q: 45 clusters Score -1.022975e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 207801 members 
Mstep: Class 3 contains 80235 members 
Mstep: Class 4 contains 7923 members 
Mstep: Class 5 contains 206972 members 
Mstep: Class 6 contains 9514 members 
Mstep: Class 7 contains 4584 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 80340 members 
Mstep: Class 10 contains 360033 members 
Mstep: Class 11 contains 32327 members 
Mstep: Class 12 contains 4437 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 7136 members 
Mstep: Class 15 contains 6752 members 
Mstep: Class 16 contains 124575 members 
Mstep: Class 17 contains 22497 members 
Mstep: Class 18 contains 28375 members 
Mstep: Class 19 contains 2647 members 
Mstep: Class 20 contains 10594 members 
Mstep: Class 21 contains 3895 members 
Mstep: Class 22 contains 10791 members 
Mstep: Class 23 contains 10906 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13789 members 
Mstep: Class 27 contains 16075 members 
Mstep: Class 28 contains 4322 members 
Mstep: Class 29 contains 32990 members 
Mstep: Class 30 contains 9419 members 
Mstep: Class 31 contains 2561 members 
Mstep: Class 32 contains 2442 members 
Mstep: Class 33 contains 1868 members 
Mstep: Class 34 contains 28194 members 
Mstep: Class 35 contains 2584 members 
Mstep: Class 36 contains 9375 members 
Mstep: Class 37 contains 3367 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 10654 members 
Mstep: Class 40 contains 5576 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1639 members 
Mstep: Class 44 contains 2679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297488.000000 Penalty: 154550.578125
Iteration 163Q: 45 clusters Score -1.022975e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 207796 members 
Mstep: Class 3 contains 80167 members 
Mstep: Class 4 contains 7872 members 
Mstep: Class 5 contains 206973 members 
Mstep: Class 6 contains 9514 members 
Mstep: Class 7 contains 4598 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 80348 members 
Mstep: Class 10 contains 359989 members 
Mstep: Class 11 contains 32394 members 
Mstep: Class 12 contains 4442 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 6739 members 
Mstep: Class 16 contains 124580 members 
Mstep: Class 17 contains 22529 members 
Mstep: Class 18 contains 28374 members 
Mstep: Class 19 contains 2647 members 
Mstep: Class 20 contains 10594 members 
Mstep: Class 21 contains 3895 members 
Mstep: Class 22 contains 10802 members 
Mstep: Class 23 contains 10901 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13791 members 
Mstep: Class 27 contains 16077 members 
Mstep: Class 28 contains 4322 members 
Mstep: Class 29 contains 32985 members 
Mstep: Class 30 contains 9419 members 
Mstep: Class 31 contains 2561 members 
Mstep: Class 32 contains 2454 members 
Mstep: Class 33 contains 1868 members 
Mstep: Class 34 contains 28211 members 
Mstep: Class 35 contains 2583 members 
Mstep: Class 36 contains 9386 members 
Mstep: Class 37 contains 3369 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 10648 members 
Mstep: Class 40 contains 5591 members 
Mstep: Class 41 contains 2575 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1639 members 
Mstep: Class 44 contains 2675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297584.000000 Penalty: 154550.578125
Iteration 164Q: 45 clusters Score -1.022976e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 207791 members 
Mstep: Class 3 contains 80101 members 
Mstep: Class 4 contains 7833 members 
Mstep: Class 5 contains 206984 members 
Mstep: Class 6 contains 9516 members 
Mstep: Class 7 contains 4609 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 80355 members 
Mstep: Class 10 contains 359951 members 
Mstep: Class 11 contains 32446 members 
Mstep: Class 12 contains 4441 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 7132 members 
Mstep: Class 15 contains 6726 members 
Mstep: Class 16 contains 124593 members 
Mstep: Class 17 contains 22563 members 
Mstep: Class 18 contains 28374 members 
Mstep: Class 19 contains 2647 members 
Mstep: Class 20 contains 10589 members 
Mstep: Class 21 contains 3902 members 
Mstep: Class 22 contains 10808 members 
Mstep: Class 23 contains 10888 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13790 members 
Mstep: Class 27 contains 16076 members 
Mstep: Class 28 contains 4322 members 
Mstep: Class 29 contains 32986 members 
Mstep: Class 30 contains 9419 members 
Mstep: Class 31 contains 2561 members 
Mstep: Class 32 contains 2460 members 
Mstep: Class 33 contains 1868 members 
Mstep: Class 34 contains 28227 members 
Mstep: Class 35 contains 2583 members 
Mstep: Class 36 contains 9401 members 
Mstep: Class 37 contains 3371 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 10641 members 
Mstep: Class 40 contains 5603 members 
Mstep: Class 41 contains 2576 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1639 members 
Mstep: Class 44 contains 2673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297472.000000 Penalty: 154550.578125
Iteration 165Q: 45 clusters Score -1.022975e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 207791 members 
Mstep: Class 3 contains 80053 members 
Mstep: Class 4 contains 7799 members 
Mstep: Class 5 contains 206997 members 
Mstep: Class 6 contains 9517 members 
Mstep: Class 7 contains 4619 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 80359 members 
Mstep: Class 10 contains 359903 members 
Mstep: Class 11 contains 32486 members 
Mstep: Class 12 contains 4446 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 7128 members 
Mstep: Class 15 contains 6714 members 
Mstep: Class 16 contains 124606 members 
Mstep: Class 17 contains 22594 members 
Mstep: Class 18 contains 28375 members 
Mstep: Class 19 contains 2647 members 
Mstep: Class 20 contains 10586 members 
Mstep: Class 21 contains 3905 members 
Mstep: Class 22 contains 10811 members 
Mstep: Class 23 contains 10881 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13791 members 
Mstep: Class 27 contains 16074 members 
Mstep: Class 28 contains 4323 members 
Mstep: Class 29 contains 32988 members 
Mstep: Class 30 contains 9429 members 
Mstep: Class 31 contains 2562 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28234 members 
Mstep: Class 35 contains 2584 members 
Mstep: Class 36 contains 9410 members 
Mstep: Class 37 contains 3369 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 10629 members 
Mstep: Class 40 contains 5619 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1639 members 
Mstep: Class 44 contains 2672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297616.000000 Penalty: 154550.578125
Iteration 166Q: 45 clusters Score -1.022976e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 207788 members 
Mstep: Class 3 contains 79992 members 
Mstep: Class 4 contains 7769 members 
Mstep: Class 5 contains 207016 members 
Mstep: Class 6 contains 9513 members 
Mstep: Class 7 contains 4626 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 80364 members 
Mstep: Class 10 contains 359872 members 
Mstep: Class 11 contains 32521 members 
Mstep: Class 12 contains 4448 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 7126 members 
Mstep: Class 15 contains 6698 members 
Mstep: Class 16 contains 124624 members 
Mstep: Class 17 contains 22621 members 
Mstep: Class 18 contains 28374 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10587 members 
Mstep: Class 21 contains 3904 members 
Mstep: Class 22 contains 10816 members 
Mstep: Class 23 contains 10878 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12821 members 
Mstep: Class 26 contains 13793 members 
Mstep: Class 27 contains 16078 members 
Mstep: Class 28 contains 4323 members 
Mstep: Class 29 contains 32989 members 
Mstep: Class 30 contains 9428 members 
Mstep: Class 31 contains 2562 members 
Mstep: Class 32 contains 2469 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28244 members 
Mstep: Class 35 contains 2583 members 
Mstep: Class 36 contains 9415 members 
Mstep: Class 37 contains 3368 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 10623 members 
Mstep: Class 40 contains 5638 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1639 members 
Mstep: Class 44 contains 2672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297592.000000 Penalty: 154550.578125
Iteration 167Q: 45 clusters Score -1.022976e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 207789 members 
Mstep: Class 3 contains 79949 members 
Mstep: Class 4 contains 7730 members 
Mstep: Class 5 contains 207017 members 
Mstep: Class 6 contains 9516 members 
Mstep: Class 7 contains 4627 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 80367 members 
Mstep: Class 10 contains 359837 members 
Mstep: Class 11 contains 32563 members 
Mstep: Class 12 contains 4450 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 7123 members 
Mstep: Class 15 contains 6678 members 
Mstep: Class 16 contains 124630 members 
Mstep: Class 17 contains 22655 members 
Mstep: Class 18 contains 28376 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10588 members 
Mstep: Class 21 contains 3904 members 
Mstep: Class 22 contains 10821 members 
Mstep: Class 23 contains 10877 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12821 members 
Mstep: Class 26 contains 13799 members 
Mstep: Class 27 contains 16081 members 
Mstep: Class 28 contains 4323 members 
Mstep: Class 29 contains 32992 members 
Mstep: Class 30 contains 9431 members 
Mstep: Class 31 contains 2562 members 
Mstep: Class 32 contains 2472 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28252 members 
Mstep: Class 35 contains 2583 members 
Mstep: Class 36 contains 9416 members 
Mstep: Class 37 contains 3368 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 10623 members 
Mstep: Class 40 contains 5656 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1639 members 
Mstep: Class 44 contains 2671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297568.000000 Penalty: 154550.578125
Iteration 168Q: 45 clusters Score -1.022976e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 207787 members 
Mstep: Class 3 contains 79904 members 
Mstep: Class 4 contains 7697 members 
Mstep: Class 5 contains 207013 members 
Mstep: Class 6 contains 9515 members 
Mstep: Class 7 contains 4629 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 80363 members 
Mstep: Class 10 contains 359809 members 
Mstep: Class 11 contains 32604 members 
Mstep: Class 12 contains 4453 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 7120 members 
Mstep: Class 15 contains 6664 members 
Mstep: Class 16 contains 124640 members 
Mstep: Class 17 contains 22689 members 
Mstep: Class 18 contains 28376 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10583 members 
Mstep: Class 21 contains 3904 members 
Mstep: Class 22 contains 10829 members 
Mstep: Class 23 contains 10876 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12822 members 
Mstep: Class 26 contains 13796 members 
Mstep: Class 27 contains 16083 members 
Mstep: Class 28 contains 4323 members 
Mstep: Class 29 contains 32992 members 
Mstep: Class 30 contains 9438 members 
Mstep: Class 31 contains 2562 members 
Mstep: Class 32 contains 2472 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28265 members 
Mstep: Class 35 contains 2582 members 
Mstep: Class 36 contains 9421 members 
Mstep: Class 37 contains 3366 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 10624 members 
Mstep: Class 40 contains 5673 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1947 members 
Mstep: Class 43 contains 1639 members 
Mstep: Class 44 contains 2671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297464.000000 Penalty: 154550.578125
Iteration 169Q: 45 clusters Score -1.022975e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 207785 members 
Mstep: Class 3 contains 79854 members 
Mstep: Class 4 contains 7663 members 
Mstep: Class 5 contains 207012 members 
Mstep: Class 6 contains 9514 members 
Mstep: Class 7 contains 4630 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 80366 members 
Mstep: Class 10 contains 359764 members 
Mstep: Class 11 contains 32656 members 
Mstep: Class 12 contains 4453 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 7122 members 
Mstep: Class 15 contains 6651 members 
Mstep: Class 16 contains 124650 members 
Mstep: Class 17 contains 22710 members 
Mstep: Class 18 contains 28377 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10585 members 
Mstep: Class 21 contains 3899 members 
Mstep: Class 22 contains 10838 members 
Mstep: Class 23 contains 10872 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13794 members 
Mstep: Class 27 contains 16084 members 
Mstep: Class 28 contains 4323 members 
Mstep: Class 29 contains 32993 members 
Mstep: Class 30 contains 9443 members 
Mstep: Class 31 contains 2562 members 
Mstep: Class 32 contains 2472 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28279 members 
Mstep: Class 35 contains 2582 members 
Mstep: Class 36 contains 9428 members 
Mstep: Class 37 contains 3368 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 10628 members 
Mstep: Class 40 contains 5694 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1946 members 
Mstep: Class 43 contains 1639 members 
Mstep: Class 44 contains 2671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297464.000000 Penalty: 154550.578125
Iteration 170Q: 45 clusters Score -1.022975e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 207786 members 
Mstep: Class 3 contains 79810 members 
Mstep: Class 4 contains 7626 members 
Mstep: Class 5 contains 207026 members 
Mstep: Class 6 contains 9514 members 
Mstep: Class 7 contains 4631 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 80363 members 
Mstep: Class 10 contains 359725 members 
Mstep: Class 11 contains 32698 members 
Mstep: Class 12 contains 4451 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 7122 members 
Mstep: Class 15 contains 6639 members 
Mstep: Class 16 contains 124670 members 
Mstep: Class 17 contains 22734 members 
Mstep: Class 18 contains 28375 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10586 members 
Mstep: Class 21 contains 3897 members 
Mstep: Class 22 contains 10850 members 
Mstep: Class 23 contains 10870 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13793 members 
Mstep: Class 27 contains 16084 members 
Mstep: Class 28 contains 4323 members 
Mstep: Class 29 contains 32991 members 
Mstep: Class 30 contains 9447 members 
Mstep: Class 31 contains 2562 members 
Mstep: Class 32 contains 2472 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28286 members 
Mstep: Class 35 contains 2581 members 
Mstep: Class 36 contains 9434 members 
Mstep: Class 37 contains 3369 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 10631 members 
Mstep: Class 40 contains 5710 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 1639 members 
Mstep: Class 44 contains 2671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297512.000000 Penalty: 154550.578125
Iteration 171Q: 45 clusters Score -1.022975e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 207783 members 
Mstep: Class 3 contains 79755 members 
Mstep: Class 4 contains 7596 members 
Mstep: Class 5 contains 207040 members 
Mstep: Class 6 contains 9516 members 
Mstep: Class 7 contains 4632 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 80362 members 
Mstep: Class 10 contains 359702 members 
Mstep: Class 11 contains 32731 members 
Mstep: Class 12 contains 4456 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 7121 members 
Mstep: Class 15 contains 6629 members 
Mstep: Class 16 contains 124685 members 
Mstep: Class 17 contains 22762 members 
Mstep: Class 18 contains 28375 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10582 members 
Mstep: Class 21 contains 3897 members 
Mstep: Class 22 contains 10862 members 
Mstep: Class 23 contains 10869 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13783 members 
Mstep: Class 27 contains 16085 members 
Mstep: Class 28 contains 4323 members 
Mstep: Class 29 contains 32991 members 
Mstep: Class 30 contains 9450 members 
Mstep: Class 31 contains 2562 members 
Mstep: Class 32 contains 2472 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28299 members 
Mstep: Class 35 contains 2581 members 
Mstep: Class 36 contains 9437 members 
Mstep: Class 37 contains 3369 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 10628 members 
Mstep: Class 40 contains 5723 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 1639 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297504.000000 Penalty: 154550.578125
Iteration 172Q: 45 clusters Score -1.022975e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 207781 members 
Mstep: Class 3 contains 79693 members 
Mstep: Class 4 contains 7569 members 
Mstep: Class 5 contains 207051 members 
Mstep: Class 6 contains 9517 members 
Mstep: Class 7 contains 4630 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 80364 members 
Mstep: Class 10 contains 359679 members 
Mstep: Class 11 contains 32773 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 7124 members 
Mstep: Class 15 contains 6620 members 
Mstep: Class 16 contains 124688 members 
Mstep: Class 17 contains 22789 members 
Mstep: Class 18 contains 28374 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10582 members 
Mstep: Class 21 contains 3901 members 
Mstep: Class 22 contains 10873 members 
Mstep: Class 23 contains 10868 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13781 members 
Mstep: Class 27 contains 16086 members 
Mstep: Class 28 contains 4323 members 
Mstep: Class 29 contains 32996 members 
Mstep: Class 30 contains 9449 members 
Mstep: Class 31 contains 2562 members 
Mstep: Class 32 contains 2473 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28307 members 
Mstep: Class 35 contains 2581 members 
Mstep: Class 36 contains 9442 members 
Mstep: Class 37 contains 3370 members 
Mstep: Class 38 contains 3018 members 
Mstep: Class 39 contains 10629 members 
Mstep: Class 40 contains 5733 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 1639 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297632.000000 Penalty: 154550.578125
Iteration 173Q: 45 clusters Score -1.022976e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 207781 members 
Mstep: Class 3 contains 79635 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 207066 members 
Mstep: Class 6 contains 9518 members 
Mstep: Class 7 contains 4629 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 80368 members 
Mstep: Class 10 contains 359633 members 
Mstep: Class 11 contains 32817 members 
Mstep: Class 12 contains 4450 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 7123 members 
Mstep: Class 15 contains 6608 members 
Mstep: Class 16 contains 124701 members 
Mstep: Class 17 contains 22823 members 
Mstep: Class 18 contains 28375 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10584 members 
Mstep: Class 21 contains 3900 members 
Mstep: Class 22 contains 10879 members 
Mstep: Class 23 contains 10868 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13783 members 
Mstep: Class 27 contains 16090 members 
Mstep: Class 28 contains 4323 members 
Mstep: Class 29 contains 33000 members 
Mstep: Class 30 contains 9448 members 
Mstep: Class 31 contains 2562 members 
Mstep: Class 32 contains 2475 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28313 members 
Mstep: Class 35 contains 2581 members 
Mstep: Class 36 contains 9447 members 
Mstep: Class 37 contains 3369 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10631 members 
Mstep: Class 40 contains 5744 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 1639 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297696.000000 Penalty: 154550.578125
Iteration 174Q: 45 clusters Score -1.022977e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 207781 members 
Mstep: Class 3 contains 79577 members 
Mstep: Class 4 contains 7514 members 
Mstep: Class 5 contains 207076 members 
Mstep: Class 6 contains 9523 members 
Mstep: Class 7 contains 4629 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 80372 members 
Mstep: Class 10 contains 359593 members 
Mstep: Class 11 contains 32847 members 
Mstep: Class 12 contains 4449 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 7122 members 
Mstep: Class 15 contains 6600 members 
Mstep: Class 16 contains 124718 members 
Mstep: Class 17 contains 22844 members 
Mstep: Class 18 contains 28377 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10591 members 
Mstep: Class 21 contains 3900 members 
Mstep: Class 22 contains 10887 members 
Mstep: Class 23 contains 10866 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12825 members 
Mstep: Class 26 contains 13785 members 
Mstep: Class 27 contains 16092 members 
Mstep: Class 28 contains 4323 members 
Mstep: Class 29 contains 33003 members 
Mstep: Class 30 contains 9448 members 
Mstep: Class 31 contains 2562 members 
Mstep: Class 32 contains 2475 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28322 members 
Mstep: Class 35 contains 2581 members 
Mstep: Class 36 contains 9453 members 
Mstep: Class 37 contains 3367 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10634 members 
Mstep: Class 40 contains 5756 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 1639 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297792.000000 Penalty: 154550.578125
Iteration 175Q: 45 clusters Score -1.022978e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 207783 members 
Mstep: Class 3 contains 79515 members 
Mstep: Class 4 contains 7496 members 
Mstep: Class 5 contains 207092 members 
Mstep: Class 6 contains 9525 members 
Mstep: Class 7 contains 4630 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 80379 members 
Mstep: Class 10 contains 359533 members 
Mstep: Class 11 contains 32900 members 
Mstep: Class 12 contains 4450 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 7121 members 
Mstep: Class 15 contains 6584 members 
Mstep: Class 16 contains 124728 members 
Mstep: Class 17 contains 22868 members 
Mstep: Class 18 contains 28380 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10597 members 
Mstep: Class 21 contains 3899 members 
Mstep: Class 22 contains 10897 members 
Mstep: Class 23 contains 10862 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13791 members 
Mstep: Class 27 contains 16094 members 
Mstep: Class 28 contains 4323 members 
Mstep: Class 29 contains 32996 members 
Mstep: Class 30 contains 9451 members 
Mstep: Class 31 contains 2562 members 
Mstep: Class 32 contains 2475 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28337 members 
Mstep: Class 35 contains 2581 members 
Mstep: Class 36 contains 9458 members 
Mstep: Class 37 contains 3362 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10635 members 
Mstep: Class 40 contains 5768 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 1639 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297728.000000 Penalty: 154550.578125
Iteration 176Q: 45 clusters Score -1.022977e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 207785 members 
Mstep: Class 3 contains 79426 members 
Mstep: Class 4 contains 7478 members 
Mstep: Class 5 contains 207096 members 
Mstep: Class 6 contains 9526 members 
Mstep: Class 7 contains 4633 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 80378 members 
Mstep: Class 10 contains 359477 members 
Mstep: Class 11 contains 32967 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 13 contains 4941 members 
Mstep: Class 14 contains 7125 members 
Mstep: Class 15 contains 6576 members 
Mstep: Class 16 contains 124746 members 
Mstep: Class 17 contains 22894 members 
Mstep: Class 18 contains 28380 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10604 members 
Mstep: Class 21 contains 3898 members 
Mstep: Class 22 contains 10909 members 
Mstep: Class 23 contains 10862 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13793 members 
Mstep: Class 27 contains 16097 members 
Mstep: Class 28 contains 4323 members 
Mstep: Class 29 contains 33001 members 
Mstep: Class 30 contains 9452 members 
Mstep: Class 31 contains 2561 members 
Mstep: Class 32 contains 2475 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28352 members 
Mstep: Class 35 contains 2581 members 
Mstep: Class 36 contains 9460 members 
Mstep: Class 37 contains 3355 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10635 members 
Mstep: Class 40 contains 5777 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 1639 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297560.000000 Penalty: 154550.578125
Iteration 177Q: 45 clusters Score -1.022976e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 207787 members 
Mstep: Class 3 contains 79324 members 
Mstep: Class 4 contains 7457 members 
Mstep: Class 5 contains 207099 members 
Mstep: Class 6 contains 9532 members 
Mstep: Class 7 contains 4637 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 80391 members 
Mstep: Class 10 contains 359424 members 
Mstep: Class 11 contains 33039 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 13 contains 4942 members 
Mstep: Class 14 contains 7127 members 
Mstep: Class 15 contains 6565 members 
Mstep: Class 16 contains 124763 members 
Mstep: Class 17 contains 22925 members 
Mstep: Class 18 contains 28386 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10603 members 
Mstep: Class 21 contains 3898 members 
Mstep: Class 22 contains 10926 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12825 members 
Mstep: Class 26 contains 13796 members 
Mstep: Class 27 contains 16099 members 
Mstep: Class 28 contains 4323 members 
Mstep: Class 29 contains 33001 members 
Mstep: Class 30 contains 9449 members 
Mstep: Class 31 contains 2561 members 
Mstep: Class 32 contains 2475 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28368 members 
Mstep: Class 35 contains 2581 members 
Mstep: Class 36 contains 9465 members 
Mstep: Class 37 contains 3351 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10631 members 
Mstep: Class 40 contains 5780 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1639 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297720.000000 Penalty: 154550.578125
Iteration 178Q: 45 clusters Score -1.022977e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 207789 members 
Mstep: Class 3 contains 79218 members 
Mstep: Class 4 contains 7442 members 
Mstep: Class 5 contains 207114 members 
Mstep: Class 6 contains 9533 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 80399 members 
Mstep: Class 10 contains 359372 members 
Mstep: Class 11 contains 33109 members 
Mstep: Class 12 contains 4456 members 
Mstep: Class 13 contains 4943 members 
Mstep: Class 14 contains 7131 members 
Mstep: Class 15 contains 6554 members 
Mstep: Class 16 contains 124789 members 
Mstep: Class 17 contains 22940 members 
Mstep: Class 18 contains 28393 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10607 members 
Mstep: Class 21 contains 3897 members 
Mstep: Class 22 contains 10939 members 
Mstep: Class 23 contains 10854 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13794 members 
Mstep: Class 27 contains 16100 members 
Mstep: Class 28 contains 4323 members 
Mstep: Class 29 contains 33000 members 
Mstep: Class 30 contains 9445 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28379 members 
Mstep: Class 35 contains 2581 members 
Mstep: Class 36 contains 9470 members 
Mstep: Class 37 contains 3346 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10631 members 
Mstep: Class 40 contains 5796 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1640 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297696.000000 Penalty: 154550.578125
Iteration 179Q: 45 clusters Score -1.022977e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 207785 members 
Mstep: Class 3 contains 79123 members 
Mstep: Class 4 contains 7421 members 
Mstep: Class 5 contains 207118 members 
Mstep: Class 6 contains 9541 members 
Mstep: Class 7 contains 4649 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 80408 members 
Mstep: Class 10 contains 359316 members 
Mstep: Class 11 contains 33166 members 
Mstep: Class 12 contains 4456 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 7131 members 
Mstep: Class 15 contains 6541 members 
Mstep: Class 16 contains 124802 members 
Mstep: Class 17 contains 22961 members 
Mstep: Class 18 contains 28398 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10607 members 
Mstep: Class 21 contains 3897 members 
Mstep: Class 22 contains 10955 members 
Mstep: Class 23 contains 10853 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13791 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 4323 members 
Mstep: Class 29 contains 33010 members 
Mstep: Class 30 contains 9443 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2477 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28412 members 
Mstep: Class 35 contains 2581 members 
Mstep: Class 36 contains 9475 members 
Mstep: Class 37 contains 3336 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10624 members 
Mstep: Class 40 contains 5808 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1640 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297680.000000 Penalty: 154550.578125
Iteration 180F: 45 clusters Score -1.022977e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 207785 members 
Mstep: Class 3 contains 79014 members 
Mstep: Class 4 contains 7398 members 
Mstep: Class 5 contains 207132 members 
Mstep: Class 6 contains 9547 members 
Mstep: Class 7 contains 4655 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 80411 members 
Mstep: Class 10 contains 359273 members 
Mstep: Class 11 contains 33226 members 
Mstep: Class 12 contains 4457 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 7130 members 
Mstep: Class 15 contains 6526 members 
Mstep: Class 16 contains 124833 members 
Mstep: Class 17 contains 22977 members 
Mstep: Class 18 contains 28405 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10609 members 
Mstep: Class 21 contains 3897 members 
Mstep: Class 22 contains 10971 members 
Mstep: Class 23 contains 10850 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13793 members 
Mstep: Class 27 contains 16106 members 
Mstep: Class 28 contains 4323 members 
Mstep: Class 29 contains 33011 members 
Mstep: Class 30 contains 9442 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2477 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28432 members 
Mstep: Class 35 contains 2581 members 
Mstep: Class 36 contains 9483 members 
Mstep: Class 37 contains 3331 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10617 members 
Mstep: Class 40 contains 5819 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1640 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297776.000000 Penalty: 154550.578125
Iteration 181Q: 45 clusters Score -1.022978e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 207783 members 
Mstep: Class 3 contains 78893 members 
Mstep: Class 4 contains 7374 members 
Mstep: Class 5 contains 207142 members 
Mstep: Class 6 contains 9549 members 
Mstep: Class 7 contains 4658 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 80411 members 
Mstep: Class 10 contains 359225 members 
Mstep: Class 11 contains 33301 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 7131 members 
Mstep: Class 15 contains 6519 members 
Mstep: Class 16 contains 124862 members 
Mstep: Class 17 contains 22988 members 
Mstep: Class 18 contains 28403 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10612 members 
Mstep: Class 21 contains 3899 members 
Mstep: Class 22 contains 10988 members 
Mstep: Class 23 contains 10850 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12828 members 
Mstep: Class 26 contains 13799 members 
Mstep: Class 27 contains 16114 members 
Mstep: Class 28 contains 4323 members 
Mstep: Class 29 contains 33023 members 
Mstep: Class 30 contains 9442 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2477 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28444 members 
Mstep: Class 35 contains 2581 members 
Mstep: Class 36 contains 9492 members 
Mstep: Class 37 contains 3328 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10611 members 
Mstep: Class 40 contains 5825 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1640 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297720.000000 Penalty: 154550.578125
Iteration 182Q: 45 clusters Score -1.022977e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 207781 members 
Mstep: Class 3 contains 78760 members 
Mstep: Class 4 contains 7357 members 
Mstep: Class 5 contains 207170 members 
Mstep: Class 6 contains 9553 members 
Mstep: Class 7 contains 4665 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 80410 members 
Mstep: Class 10 contains 359179 members 
Mstep: Class 11 contains 33384 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 7133 members 
Mstep: Class 15 contains 6513 members 
Mstep: Class 16 contains 124887 members 
Mstep: Class 17 contains 23002 members 
Mstep: Class 18 contains 28403 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10616 members 
Mstep: Class 21 contains 3899 members 
Mstep: Class 22 contains 11014 members 
Mstep: Class 23 contains 10848 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12827 members 
Mstep: Class 26 contains 13799 members 
Mstep: Class 27 contains 16117 members 
Mstep: Class 28 contains 4323 members 
Mstep: Class 29 contains 33029 members 
Mstep: Class 30 contains 9442 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2477 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28453 members 
Mstep: Class 35 contains 2581 members 
Mstep: Class 36 contains 9501 members 
Mstep: Class 37 contains 3327 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10597 members 
Mstep: Class 40 contains 5826 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1640 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297760.000000 Penalty: 154550.578125
Iteration 183Q: 45 clusters Score -1.022978e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 207780 members 
Mstep: Class 3 contains 78629 members 
Mstep: Class 4 contains 7337 members 
Mstep: Class 5 contains 207183 members 
Mstep: Class 6 contains 9568 members 
Mstep: Class 7 contains 4668 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 80411 members 
Mstep: Class 10 contains 359143 members 
Mstep: Class 11 contains 33461 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 6512 members 
Mstep: Class 16 contains 124913 members 
Mstep: Class 17 contains 23014 members 
Mstep: Class 18 contains 28402 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10623 members 
Mstep: Class 21 contains 3898 members 
Mstep: Class 22 contains 11039 members 
Mstep: Class 23 contains 10845 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12827 members 
Mstep: Class 26 contains 13802 members 
Mstep: Class 27 contains 16120 members 
Mstep: Class 28 contains 4322 members 
Mstep: Class 29 contains 33039 members 
Mstep: Class 30 contains 9441 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 1866 members 
Mstep: Class 34 contains 28462 members 
Mstep: Class 35 contains 2581 members 
Mstep: Class 36 contains 9503 members 
Mstep: Class 37 contains 3326 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10589 members 
Mstep: Class 40 contains 5825 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1640 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297800.000000 Penalty: 154550.578125
Iteration 184Q: 45 clusters Score -1.022978e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 207782 members 
Mstep: Class 3 contains 78461 members 
Mstep: Class 4 contains 7324 members 
Mstep: Class 5 contains 207180 members 
Mstep: Class 6 contains 9575 members 
Mstep: Class 7 contains 4670 members 
Mstep: Class 8 contains 1313 members 
Mstep: Class 9 contains 80424 members 
Mstep: Class 10 contains 359127 members 
Mstep: Class 11 contains 33547 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 7137 members 
Mstep: Class 15 contains 6512 members 
Mstep: Class 16 contains 124949 members 
Mstep: Class 17 contains 23026 members 
Mstep: Class 18 contains 28407 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10622 members 
Mstep: Class 21 contains 3897 members 
Mstep: Class 22 contains 11059 members 
Mstep: Class 23 contains 10842 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12828 members 
Mstep: Class 26 contains 13802 members 
Mstep: Class 27 contains 16124 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33045 members 
Mstep: Class 30 contains 9443 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28472 members 
Mstep: Class 35 contains 2581 members 
Mstep: Class 36 contains 9508 members 
Mstep: Class 37 contains 3321 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10585 members 
Mstep: Class 40 contains 5824 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1641 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297576.000000 Penalty: 154550.578125
Iteration 185Q: 45 clusters Score -1.022976e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 207784 members 
Mstep: Class 3 contains 78307 members 
Mstep: Class 4 contains 7317 members 
Mstep: Class 5 contains 207179 members 
Mstep: Class 6 contains 9587 members 
Mstep: Class 7 contains 4673 members 
Mstep: Class 8 contains 1314 members 
Mstep: Class 9 contains 80427 members 
Mstep: Class 10 contains 359107 members 
Mstep: Class 11 contains 33622 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 7139 members 
Mstep: Class 15 contains 6508 members 
Mstep: Class 16 contains 124979 members 
Mstep: Class 17 contains 23037 members 
Mstep: Class 18 contains 28409 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10622 members 
Mstep: Class 21 contains 3898 members 
Mstep: Class 22 contains 11085 members 
Mstep: Class 23 contains 10841 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12829 members 
Mstep: Class 26 contains 13801 members 
Mstep: Class 27 contains 16126 members 
Mstep: Class 28 contains 4322 members 
Mstep: Class 29 contains 33056 members 
Mstep: Class 30 contains 9441 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28485 members 
Mstep: Class 35 contains 2580 members 
Mstep: Class 36 contains 9512 members 
Mstep: Class 37 contains 3315 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10581 members 
Mstep: Class 40 contains 5826 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1641 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297640.000000 Penalty: 154550.578125
Iteration 186Q: 45 clusters Score -1.022976e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 207783 members 
Mstep: Class 3 contains 78149 members 
Mstep: Class 4 contains 7314 members 
Mstep: Class 5 contains 207167 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 4675 members 
Mstep: Class 8 contains 1314 members 
Mstep: Class 9 contains 80424 members 
Mstep: Class 10 contains 359080 members 
Mstep: Class 11 contains 33719 members 
Mstep: Class 12 contains 4460 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 7142 members 
Mstep: Class 15 contains 6503 members 
Mstep: Class 16 contains 125003 members 
Mstep: Class 17 contains 23057 members 
Mstep: Class 18 contains 28415 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10621 members 
Mstep: Class 21 contains 3898 members 
Mstep: Class 22 contains 11110 members 
Mstep: Class 23 contains 10840 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12829 members 
Mstep: Class 26 contains 13804 members 
Mstep: Class 27 contains 16123 members 
Mstep: Class 28 contains 4322 members 
Mstep: Class 29 contains 33069 members 
Mstep: Class 30 contains 9441 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28501 members 
Mstep: Class 35 contains 2578 members 
Mstep: Class 36 contains 9514 members 
Mstep: Class 37 contains 3309 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10582 members 
Mstep: Class 40 contains 5830 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1643 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297584.000000 Penalty: 154550.578125
Iteration 187Q: 45 clusters Score -1.022976e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 207778 members 
Mstep: Class 3 contains 77996 members 
Mstep: Class 4 contains 7307 members 
Mstep: Class 5 contains 207174 members 
Mstep: Class 6 contains 9594 members 
Mstep: Class 7 contains 4675 members 
Mstep: Class 8 contains 1314 members 
Mstep: Class 9 contains 80426 members 
Mstep: Class 10 contains 359063 members 
Mstep: Class 11 contains 33812 members 
Mstep: Class 12 contains 4460 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 7142 members 
Mstep: Class 15 contains 6503 members 
Mstep: Class 16 contains 125022 members 
Mstep: Class 17 contains 23071 members 
Mstep: Class 18 contains 28418 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10616 members 
Mstep: Class 21 contains 3897 members 
Mstep: Class 22 contains 11138 members 
Mstep: Class 23 contains 10840 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12829 members 
Mstep: Class 26 contains 13805 members 
Mstep: Class 27 contains 16121 members 
Mstep: Class 28 contains 4322 members 
Mstep: Class 29 contains 33081 members 
Mstep: Class 30 contains 9441 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28507 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9514 members 
Mstep: Class 37 contains 3305 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10585 members 
Mstep: Class 40 contains 5832 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297600.000000 Penalty: 154550.578125
Iteration 188Q: 45 clusters Score -1.022976e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 207778 members 
Mstep: Class 3 contains 77843 members 
Mstep: Class 4 contains 7298 members 
Mstep: Class 5 contains 207179 members 
Mstep: Class 6 contains 9593 members 
Mstep: Class 7 contains 4676 members 
Mstep: Class 8 contains 1314 members 
Mstep: Class 9 contains 80418 members 
Mstep: Class 10 contains 359055 members 
Mstep: Class 11 contains 33898 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 7140 members 
Mstep: Class 15 contains 6501 members 
Mstep: Class 16 contains 125058 members 
Mstep: Class 17 contains 23081 members 
Mstep: Class 18 contains 28420 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10617 members 
Mstep: Class 21 contains 3895 members 
Mstep: Class 22 contains 11170 members 
Mstep: Class 23 contains 10840 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12828 members 
Mstep: Class 26 contains 13803 members 
Mstep: Class 27 contains 16120 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33089 members 
Mstep: Class 30 contains 9439 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28513 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9515 members 
Mstep: Class 37 contains 3304 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10584 members 
Mstep: Class 40 contains 5839 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297744.000000 Penalty: 154550.578125
Iteration 189Q: 45 clusters Score -1.022977e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 207779 members 
Mstep: Class 3 contains 77703 members 
Mstep: Class 4 contains 7287 members 
Mstep: Class 5 contains 207192 members 
Mstep: Class 6 contains 9595 members 
Mstep: Class 7 contains 4675 members 
Mstep: Class 8 contains 1314 members 
Mstep: Class 9 contains 80413 members 
Mstep: Class 10 contains 359025 members 
Mstep: Class 11 contains 33978 members 
Mstep: Class 12 contains 4460 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 7139 members 
Mstep: Class 15 contains 6499 members 
Mstep: Class 16 contains 125091 members 
Mstep: Class 17 contains 23092 members 
Mstep: Class 18 contains 28418 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10624 members 
Mstep: Class 21 contains 3895 members 
Mstep: Class 22 contains 11200 members 
Mstep: Class 23 contains 10840 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12828 members 
Mstep: Class 26 contains 13798 members 
Mstep: Class 27 contains 16120 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33091 members 
Mstep: Class 30 contains 9438 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28523 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9515 members 
Mstep: Class 37 contains 3303 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10584 members 
Mstep: Class 40 contains 5848 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297592.000000 Penalty: 154550.578125
Iteration 190Q: 45 clusters Score -1.022976e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 207777 members 
Mstep: Class 3 contains 77532 members 
Mstep: Class 4 contains 7273 members 
Mstep: Class 5 contains 207214 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 4676 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80422 members 
Mstep: Class 10 contains 358982 members 
Mstep: Class 11 contains 34068 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7141 members 
Mstep: Class 15 contains 6498 members 
Mstep: Class 16 contains 125128 members 
Mstep: Class 17 contains 23107 members 
Mstep: Class 18 contains 28418 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10636 members 
Mstep: Class 21 contains 3895 members 
Mstep: Class 22 contains 11233 members 
Mstep: Class 23 contains 10839 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12828 members 
Mstep: Class 26 contains 13796 members 
Mstep: Class 27 contains 16119 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33087 members 
Mstep: Class 30 contains 9440 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28538 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9516 members 
Mstep: Class 37 contains 3300 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10584 members 
Mstep: Class 40 contains 5854 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297720.000000 Penalty: 154550.578125
Iteration 191Q: 45 clusters Score -1.022977e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 207775 members 
Mstep: Class 3 contains 77344 members 
Mstep: Class 4 contains 7264 members 
Mstep: Class 5 contains 207235 members 
Mstep: Class 6 contains 9588 members 
Mstep: Class 7 contains 4676 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80429 members 
Mstep: Class 10 contains 358940 members 
Mstep: Class 11 contains 34163 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7142 members 
Mstep: Class 15 contains 6495 members 
Mstep: Class 16 contains 125165 members 
Mstep: Class 17 contains 23121 members 
Mstep: Class 18 contains 28419 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10639 members 
Mstep: Class 21 contains 3894 members 
Mstep: Class 22 contains 11271 members 
Mstep: Class 23 contains 10836 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12827 members 
Mstep: Class 26 contains 13796 members 
Mstep: Class 27 contains 16121 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33095 members 
Mstep: Class 30 contains 9440 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28553 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9521 members 
Mstep: Class 37 contains 3299 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10587 members 
Mstep: Class 40 contains 5860 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297712.000000 Penalty: 154550.578125
Iteration 192Q: 45 clusters Score -1.022977e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 207768 members 
Mstep: Class 3 contains 77144 members 
Mstep: Class 4 contains 7252 members 
Mstep: Class 5 contains 207244 members 
Mstep: Class 6 contains 9585 members 
Mstep: Class 7 contains 4676 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80435 members 
Mstep: Class 10 contains 358925 members 
Mstep: Class 11 contains 34268 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7139 members 
Mstep: Class 15 contains 6493 members 
Mstep: Class 16 contains 125210 members 
Mstep: Class 17 contains 23131 members 
Mstep: Class 18 contains 28420 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10643 members 
Mstep: Class 21 contains 3899 members 
Mstep: Class 22 contains 11310 members 
Mstep: Class 23 contains 10834 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12827 members 
Mstep: Class 26 contains 13795 members 
Mstep: Class 27 contains 16123 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33095 members 
Mstep: Class 30 contains 9440 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28565 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9524 members 
Mstep: Class 37 contains 3296 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10588 members 
Mstep: Class 40 contains 5862 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297640.000000 Penalty: 154550.578125
Iteration 193Q: 45 clusters Score -1.022976e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 207765 members 
Mstep: Class 3 contains 76957 members 
Mstep: Class 4 contains 7243 members 
Mstep: Class 5 contains 207258 members 
Mstep: Class 6 contains 9590 members 
Mstep: Class 7 contains 4679 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80437 members 
Mstep: Class 10 contains 358904 members 
Mstep: Class 11 contains 34357 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7140 members 
Mstep: Class 15 contains 6492 members 
Mstep: Class 16 contains 125257 members 
Mstep: Class 17 contains 23141 members 
Mstep: Class 18 contains 28419 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10644 members 
Mstep: Class 21 contains 3902 members 
Mstep: Class 22 contains 11343 members 
Mstep: Class 23 contains 10832 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12828 members 
Mstep: Class 26 contains 13794 members 
Mstep: Class 27 contains 16123 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33096 members 
Mstep: Class 30 contains 9440 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2477 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28573 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9527 members 
Mstep: Class 37 contains 3296 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10588 members 
Mstep: Class 40 contains 5863 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297872.000000 Penalty: 154550.578125
Iteration 194Q: 45 clusters Score -1.022979e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 207765 members 
Mstep: Class 3 contains 76793 members 
Mstep: Class 4 contains 7238 members 
Mstep: Class 5 contains 207275 members 
Mstep: Class 6 contains 9601 members 
Mstep: Class 7 contains 4680 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80440 members 
Mstep: Class 10 contains 358878 members 
Mstep: Class 11 contains 34444 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7139 members 
Mstep: Class 15 contains 6490 members 
Mstep: Class 16 contains 125296 members 
Mstep: Class 17 contains 23147 members 
Mstep: Class 18 contains 28415 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10645 members 
Mstep: Class 21 contains 3905 members 
Mstep: Class 22 contains 11364 members 
Mstep: Class 23 contains 10831 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12828 members 
Mstep: Class 26 contains 13793 members 
Mstep: Class 27 contains 16124 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33103 members 
Mstep: Class 30 contains 9440 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2477 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28586 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9527 members 
Mstep: Class 37 contains 3296 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10585 members 
Mstep: Class 40 contains 5862 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297872.000000 Penalty: 154550.578125
Iteration 195Q: 45 clusters Score -1.022979e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 207766 members 
Mstep: Class 3 contains 76638 members 
Mstep: Class 4 contains 7231 members 
Mstep: Class 5 contains 207276 members 
Mstep: Class 6 contains 9609 members 
Mstep: Class 7 contains 4683 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80441 members 
Mstep: Class 10 contains 358857 members 
Mstep: Class 11 contains 34536 members 
Mstep: Class 12 contains 4460 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7139 members 
Mstep: Class 15 contains 6488 members 
Mstep: Class 16 contains 125326 members 
Mstep: Class 17 contains 23157 members 
Mstep: Class 18 contains 28414 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10655 members 
Mstep: Class 21 contains 3905 members 
Mstep: Class 22 contains 11388 members 
Mstep: Class 23 contains 10833 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12828 members 
Mstep: Class 26 contains 13791 members 
Mstep: Class 27 contains 16125 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33108 members 
Mstep: Class 30 contains 9439 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2478 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28595 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9528 members 
Mstep: Class 37 contains 3292 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10580 members 
Mstep: Class 40 contains 5865 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297968.000000 Penalty: 154550.578125
Iteration 196Q: 45 clusters Score -1.02298e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 207766 members 
Mstep: Class 3 contains 76462 members 
Mstep: Class 4 contains 7224 members 
Mstep: Class 5 contains 207287 members 
Mstep: Class 6 contains 9618 members 
Mstep: Class 7 contains 4683 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80448 members 
Mstep: Class 10 contains 358843 members 
Mstep: Class 11 contains 34617 members 
Mstep: Class 12 contains 4458 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7141 members 
Mstep: Class 15 contains 6488 members 
Mstep: Class 16 contains 125362 members 
Mstep: Class 17 contains 23168 members 
Mstep: Class 18 contains 28413 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10666 members 
Mstep: Class 21 contains 3907 members 
Mstep: Class 22 contains 11412 members 
Mstep: Class 23 contains 10836 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12827 members 
Mstep: Class 26 contains 13789 members 
Mstep: Class 27 contains 16127 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33109 members 
Mstep: Class 30 contains 9439 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2478 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28605 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9531 members 
Mstep: Class 37 contains 3288 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10575 members 
Mstep: Class 40 contains 5867 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297952.000000 Penalty: 154550.578125
Iteration 197Q: 45 clusters Score -1.02298e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 207762 members 
Mstep: Class 3 contains 76271 members 
Mstep: Class 4 contains 7219 members 
Mstep: Class 5 contains 207312 members 
Mstep: Class 6 contains 9622 members 
Mstep: Class 7 contains 4683 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80455 members 
Mstep: Class 10 contains 358825 members 
Mstep: Class 11 contains 34697 members 
Mstep: Class 12 contains 4457 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7142 members 
Mstep: Class 15 contains 6487 members 
Mstep: Class 16 contains 125399 members 
Mstep: Class 17 contains 23167 members 
Mstep: Class 18 contains 28415 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10675 members 
Mstep: Class 21 contains 3910 members 
Mstep: Class 22 contains 11444 members 
Mstep: Class 23 contains 10836 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12827 members 
Mstep: Class 26 contains 13786 members 
Mstep: Class 27 contains 16128 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33124 members 
Mstep: Class 30 contains 9442 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2479 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28611 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9532 members 
Mstep: Class 37 contains 3286 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10570 members 
Mstep: Class 40 contains 5873 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297992.000000 Penalty: 154550.578125
Iteration 198Q: 45 clusters Score -1.02298e+08 nChanged 412
Entering ConstructFrom: 
Score: -102297992.000000 Penalty: 154550.578125
Entering ConstructFrom: 
Trying to split cluster 1 (18531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Entering Unmasked Estep 
Score: -1215834.875000 Penalty: 2437.145508
	Iteration 0F: 2 clusters Score -1215835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1202716.500000 Penalty: 4874.291016
	Iteration 0F: 3 clusters Score -1202716 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1207053.125000 Penalty: 4874.291016
	Iteration 1F: 3 clusters Score -1207053 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1207600.875000 Penalty: 4874.291016
	Iteration 2F: 3 clusters Score -1207601 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1208163.000000 Penalty: 4874.291016
	Iteration 3F: 3 clusters Score -1208163 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1208715.750000 Penalty: 4874.291016
	Iteration 4F: 3 clusters Score -1208716 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1209339.000000 Penalty: 4874.291016
	Iteration 5F: 3 clusters Score -1209339 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1209929.625000 Penalty: 4874.291016
	Iteration 6F: 3 clusters Score -1209930 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1210477.375000 Penalty: 4874.291016
	Iteration 7F: 3 clusters Score -1210477 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1210979.000000 Penalty: 4874.291016
	Iteration 8Q: 3 clusters Score -1210979 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1211386.500000 Penalty: 4874.291016
	Iteration 9Q: 3 clusters Score -1211386 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1211735.375000 Penalty: 4874.291016
	Iteration 10Q: 3 clusters Score -1211735 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1211972.000000 Penalty: 4874.291016
	Iteration 11Q: 3 clusters Score -1211972 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1212127.875000 Penalty: 4874.291016
	Iteration 12Q: 3 clusters Score -1212128 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1212261.500000 Penalty: 4874.291016
	Iteration 13Q: 3 clusters Score -1212262 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1212359.625000 Penalty: 4874.291016
	Iteration 14Q: 3 clusters Score -1212360 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1212449.500000 Penalty: 4874.291016
	Iteration 15Q: 3 clusters Score -1212450 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1212539.500000 Penalty: 4874.291016
	Iteration 16Q: 3 clusters Score -1212540 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1212624.500000 Penalty: 4874.291016
	Iteration 17Q: 3 clusters Score -1212624 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1212709.625000 Penalty: 4874.291016
	Iteration 18Q: 3 clusters Score -1212710 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1212793.500000 Penalty: 4874.291016
	Iteration 19Q: 3 clusters Score -1212794 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1212885.250000 Penalty: 4874.291016
	Iteration 20F: 3 clusters Score -1212885 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1212985.500000 Penalty: 4874.291016
	Iteration 21Q: 3 clusters Score -1212986 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1213093.375000 Penalty: 4874.291016
	Iteration 22Q: 3 clusters Score -1213093 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1213198.875000 Penalty: 4874.291016
	Iteration 23Q: 3 clusters Score -1213199 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1213298.625000 Penalty: 4874.291016
	Iteration 24Q: 3 clusters Score -1213299 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1213413.250000 Penalty: 4874.291016
	Iteration 25Q: 3 clusters Score -1213413 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1213540.000000 Penalty: 4874.291016
	Iteration 26Q: 3 clusters Score -1213540 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1213671.750000 Penalty: 4874.291016
	Iteration 27Q: 3 clusters Score -1213672 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1213799.500000 Penalty: 4874.291016
	Iteration 28Q: 3 clusters Score -1213800 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1213903.750000 Penalty: 4874.291016
	Iteration 29Q: 3 clusters Score -1213904 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1214008.375000 Penalty: 4874.291016
	Iteration 30Q: 3 clusters Score -1214008 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1214110.250000 Penalty: 4874.291016
	Iteration 31Q: 3 clusters Score -1214110 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1214222.500000 Penalty: 4874.291016
	Iteration 32Q: 3 clusters Score -1214222 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -1214302.375000 Penalty: 4874.291016
	Iteration 33Q: 3 clusters Score -1214302 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -1214372.250000 Penalty: 4874.291016
	Iteration 34Q: 3 clusters Score -1214372 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -1214435.625000 Penalty: 4874.291016
	Iteration 35Q: 3 clusters Score -1214436 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -1214483.375000 Penalty: 4874.291016
	Iteration 36Q: 3 clusters Score -1214483 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -1214509.750000 Penalty: 4874.291016
	Iteration 37Q: 3 clusters Score -1214510 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -1214547.125000 Penalty: 4874.291016
	Iteration 38Q: 3 clusters Score -1214547 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1214578.750000 Penalty: 4874.291016
	Iteration 39Q: 3 clusters Score -1214579 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -1214603.625000 Penalty: 4874.291016
	Iteration 40F: 3 clusters Score -1214604 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -1214632.625000 Penalty: 4874.291016
	Iteration 41Q: 3 clusters Score -1214633 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -1214671.250000 Penalty: 4874.291016
	Iteration 42Q: 3 clusters Score -1214671 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -1214693.375000 Penalty: 4874.291016
	Iteration 43Q: 3 clusters Score -1214693 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -1214712.250000 Penalty: 4874.291016
	Iteration 44Q: 3 clusters Score -1214712 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -1214732.250000 Penalty: 4874.291016
	Iteration 45Q: 3 clusters Score -1214732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -1214742.625000 Penalty: 4874.291016
	Iteration 46Q: 3 clusters Score -1214743 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -1214750.625000 Penalty: 4874.291016
	Iteration 47Q: 3 clusters Score -1214751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -1214767.625000 Penalty: 4874.291016
	Iteration 48Q: 3 clusters Score -1214768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -1214781.000000 Penalty: 4874.291016
	Iteration 49Q: 3 clusters Score -1214781 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -1214797.750000 Penalty: 4874.291016
	Iteration 50Q: 3 clusters Score -1214798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -1214801.625000 Penalty: 4874.291016
	Iteration 51Q: 3 clusters Score -1214802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -1214815.500000 Penalty: 4874.291016
	Iteration 52Q: 3 clusters Score -1214816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -1214817.625000 Penalty: 4874.291016
	Iteration 53Q: 3 clusters Score -1214818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -1214823.500000 Penalty: 4874.291016
	Iteration 54Q: 3 clusters Score -1214824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -1214823.875000 Penalty: 4874.291016
	Iteration 55Q: 3 clusters Score -1214824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -1214829.125000 Penalty: 4874.291016
	Iteration 56Q: 3 clusters Score -1214829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -1214832.875000 Penalty: 4874.291016
	Iteration 57Q: 3 clusters Score -1214833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -1214837.500000 Penalty: 4874.291016
	Iteration 58Q: 3 clusters Score -1214838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -1214845.250000 Penalty: 4874.291016
	Iteration 59Q: 3 clusters Score -1214845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -1214846.250000 Penalty: 4874.291016
	Iteration 60F: 3 clusters Score -1214846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -1214845.125000 Penalty: 4874.291016
	Iteration 61Q: 3 clusters Score -1214845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -1214847.000000 Penalty: 4874.291016
	Iteration 62Q: 3 clusters Score -1214847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -1214847.000000 Penalty: 4874.291016
	Iteration 63Q: 3 clusters Score -1214847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -1214849.375000 Penalty: 4874.291016
	Iteration 64Q: 3 clusters Score -1214849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -1214850.250000 Penalty: 4874.291016
	Iteration 65Q: 3 clusters Score -1214850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -1214849.875000 Penalty: 4874.291016
	Iteration 66Q: 3 clusters Score -1214850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -1214849.000000 Penalty: 4874.291016
	Iteration 67Q: 3 clusters Score -1214849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -1214850.500000 Penalty: 4874.291016
	Iteration 68Q: 3 clusters Score -1214850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -1214852.000000 Penalty: 4874.291016
	Iteration 69Q: 3 clusters Score -1214852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -1214852.000000 Penalty: 4874.291016
	Iteration 70F: 3 clusters Score -1214852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (207763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207763 members 
Entering Unmasked Estep 
Score: -15535769.000000 Penalty: 3036.550049
	Iteration 0F: 2 clusters Score -1.553577e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103842 members 
Mstep: Class 2 contains 103921 members 
Entering Unmasked Estep 
Score: -15396749.000000 Penalty: 6073.100098
	Iteration 0F: 3 clusters Score -1.539675e+07 nChanged 99887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102629 members 
Mstep: Class 2 contains 105134 members 
Entering Unmasked Estep 
Score: -15454474.000000 Penalty: 6073.100098
	Iteration 1F: 3 clusters Score -1.545447e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102196 members 
Mstep: Class 2 contains 105567 members 
Entering Unmasked Estep 
Score: -15455781.000000 Penalty: 6073.100098
	Iteration 2Q: 3 clusters Score -1.545578e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101565 members 
Mstep: Class 2 contains 106198 members 
Entering Unmasked Estep 
Score: -15457358.000000 Penalty: 6073.100098
	Iteration 3Q: 3 clusters Score -1.545736e+07 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100989 members 
Mstep: Class 2 contains 106774 members 
Entering Unmasked Estep 
Score: -15459620.000000 Penalty: 6073.100098
	Iteration 4Q: 3 clusters Score -1.545962e+07 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100451 members 
Mstep: Class 2 contains 107312 members 
Entering Unmasked Estep 
Score: -15463232.000000 Penalty: 6073.100098
	Iteration 5Q: 3 clusters Score -1.546323e+07 nChanged 10360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99905 members 
Mstep: Class 2 contains 107858 members 
Entering Unmasked Estep 
Score: -15468672.000000 Penalty: 6073.100098
	Iteration 6Q: 3 clusters Score -1.546867e+07 nChanged 12324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99239 members 
Mstep: Class 2 contains 108524 members 
Entering Unmasked Estep 
Score: -15476290.000000 Penalty: 6073.100098
	Iteration 7F: 3 clusters Score -1.547629e+07 nChanged 13493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98180 members 
Mstep: Class 2 contains 109583 members 
Entering Unmasked Estep 
Score: -15485101.000000 Penalty: 6073.100098
	Iteration 8F: 3 clusters Score -1.54851e+07 nChanged 12876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96770 members 
Mstep: Class 2 contains 110993 members 
Entering Unmasked Estep 
Score: -15492819.000000 Penalty: 6073.100098
	Iteration 9F: 3 clusters Score -1.549282e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95377 members 
Mstep: Class 2 contains 112386 members 
Entering Unmasked Estep 
Score: -15498698.000000 Penalty: 6073.100098
	Iteration 10F: 3 clusters Score -1.54987e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94324 members 
Mstep: Class 2 contains 113439 members 
Entering Unmasked Estep 
Score: -15502900.000000 Penalty: 6073.100098
	Iteration 11Q: 3 clusters Score -1.55029e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93749 members 
Mstep: Class 2 contains 114014 members 
Entering Unmasked Estep 
Score: -15505960.000000 Penalty: 6073.100098
	Iteration 12Q: 3 clusters Score -1.550596e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93342 members 
Mstep: Class 2 contains 114421 members 
Entering Unmasked Estep 
Score: -15507835.000000 Penalty: 6073.100098
	Iteration 13Q: 3 clusters Score -1.550784e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92952 members 
Mstep: Class 2 contains 114811 members 
Entering Unmasked Estep 
Score: -15508792.000000 Penalty: 6073.100098
	Iteration 14Q: 3 clusters Score -1.550879e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92479 members 
Mstep: Class 2 contains 115284 members 
Entering Unmasked Estep 
Score: -15509580.000000 Penalty: 6073.100098
	Iteration 15Q: 3 clusters Score -1.550958e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91878 members 
Mstep: Class 2 contains 115885 members 
Entering Unmasked Estep 
Score: -15510241.000000 Penalty: 6073.100098
	Iteration 16Q: 3 clusters Score -1.551024e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91183 members 
Mstep: Class 2 contains 116580 members 
Entering Unmasked Estep 
Score: -15510570.000000 Penalty: 6073.100098
	Iteration 17Q: 3 clusters Score -1.551057e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90376 members 
Mstep: Class 2 contains 117387 members 
Entering Unmasked Estep 
Score: -15511066.000000 Penalty: 6073.100098
	Iteration 18Q: 3 clusters Score -1.551107e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89479 members 
Mstep: Class 2 contains 118284 members 
Entering Unmasked Estep 
Score: -15511412.000000 Penalty: 6073.100098
	Iteration 19Q: 3 clusters Score -1.551141e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88510 members 
Mstep: Class 2 contains 119253 members 
Entering Unmasked Estep 
Score: -15511701.000000 Penalty: 6073.100098
	Iteration 20F: 3 clusters Score -1.55117e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87471 members 
Mstep: Class 2 contains 120292 members 
Entering Unmasked Estep 
Score: -15512046.000000 Penalty: 6073.100098
	Iteration 21Q: 3 clusters Score -1.551205e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86374 members 
Mstep: Class 2 contains 121389 members 
Entering Unmasked Estep 
Score: -15512378.000000 Penalty: 6073.100098
	Iteration 22Q: 3 clusters Score -1.551238e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85198 members 
Mstep: Class 2 contains 122565 members 
Entering Unmasked Estep 
Score: -15512634.000000 Penalty: 6073.100098
	Iteration 23Q: 3 clusters Score -1.551263e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84046 members 
Mstep: Class 2 contains 123717 members 
Entering Unmasked Estep 
Score: -15512853.000000 Penalty: 6073.100098
	Iteration 24Q: 3 clusters Score -1.551285e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82836 members 
Mstep: Class 2 contains 124927 members 
Entering Unmasked Estep 
Score: -15513092.000000 Penalty: 6073.100098
	Iteration 25Q: 3 clusters Score -1.551309e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81558 members 
Mstep: Class 2 contains 126205 members 
Entering Unmasked Estep 
Score: -15513325.000000 Penalty: 6073.100098
	Iteration 26Q: 3 clusters Score -1.551332e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80255 members 
Mstep: Class 2 contains 127508 members 
Entering Unmasked Estep 
Score: -15513547.000000 Penalty: 6073.100098
	Iteration 27Q: 3 clusters Score -1.551355e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78881 members 
Mstep: Class 2 contains 128882 members 
Entering Unmasked Estep 
Score: -15513798.000000 Penalty: 6073.100098
	Iteration 28Q: 3 clusters Score -1.55138e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77405 members 
Mstep: Class 2 contains 130358 members 
Entering Unmasked Estep 
Score: -15514105.000000 Penalty: 6073.100098
	Iteration 29Q: 3 clusters Score -1.55141e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75892 members 
Mstep: Class 2 contains 131871 members 
Entering Unmasked Estep 
Score: -15514331.000000 Penalty: 6073.100098
	Iteration 30Q: 3 clusters Score -1.551433e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 133481 members 
Entering Unmasked Estep 
Score: -15514665.000000 Penalty: 6073.100098
	Iteration 31Q: 3 clusters Score -1.551466e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72637 members 
Mstep: Class 2 contains 135126 members 
Entering Unmasked Estep 
Score: -15514902.000000 Penalty: 6073.100098
	Iteration 32Q: 3 clusters Score -1.55149e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70905 members 
Mstep: Class 2 contains 136858 members 
Entering Unmasked Estep 
Score: -15515120.000000 Penalty: 6073.100098
	Iteration 33Q: 3 clusters Score -1.551512e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69101 members 
Mstep: Class 2 contains 138662 members 
Entering Unmasked Estep 
Score: -15515404.000000 Penalty: 6073.100098
	Iteration 34Q: 3 clusters Score -1.55154e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67228 members 
Mstep: Class 2 contains 140535 members 
Entering Unmasked Estep 
Score: -15515629.000000 Penalty: 6073.100098
	Iteration 35Q: 3 clusters Score -1.551563e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 142464 members 
Entering Unmasked Estep 
Score: -15516042.000000 Penalty: 6073.100098
	Iteration 36Q: 3 clusters Score -1.551604e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63327 members 
Mstep: Class 2 contains 144436 members 
Entering Unmasked Estep 
Score: -15516318.000000 Penalty: 6073.100098
	Iteration 37Q: 3 clusters Score -1.551632e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61334 members 
Mstep: Class 2 contains 146429 members 
Entering Unmasked Estep 
Score: -15516608.000000 Penalty: 6073.100098
	Iteration 38Q: 3 clusters Score -1.551661e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59332 members 
Mstep: Class 2 contains 148431 members 
Entering Unmasked Estep 
Score: -15516996.000000 Penalty: 6073.100098
	Iteration 39Q: 3 clusters Score -1.5517e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57293 members 
Mstep: Class 2 contains 150470 members 
Entering Unmasked Estep 
Score: -15517397.000000 Penalty: 6073.100098
	Iteration 40F: 3 clusters Score -1.55174e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 152454 members 
Entering Unmasked Estep 
Score: -15517819.000000 Penalty: 6073.100098
	Iteration 41Q: 3 clusters Score -1.551782e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53229 members 
Mstep: Class 2 contains 154534 members 
Entering Unmasked Estep 
Score: -15518305.000000 Penalty: 6073.100098
	Iteration 42Q: 3 clusters Score -1.55183e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 156614 members 
Entering Unmasked Estep 
Score: -15518662.000000 Penalty: 6073.100098
	Iteration 43Q: 3 clusters Score -1.551866e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49142 members 
Mstep: Class 2 contains 158621 members 
Entering Unmasked Estep 
Score: -15519134.000000 Penalty: 6073.100098
	Iteration 44Q: 3 clusters Score -1.551913e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 160621 members 
Entering Unmasked Estep 
Score: -15519602.000000 Penalty: 6073.100098
	Iteration 45Q: 3 clusters Score -1.55196e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 162539 members 
Entering Unmasked Estep 
Score: -15520081.000000 Penalty: 6073.100098
	Iteration 46Q: 3 clusters Score -1.552008e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 164498 members 
Entering Unmasked Estep 
Score: -15520464.000000 Penalty: 6073.100098
	Iteration 47Q: 3 clusters Score -1.552046e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 166421 members 
Entering Unmasked Estep 
Score: -15521039.000000 Penalty: 6073.100098
	Iteration 48Q: 3 clusters Score -1.552104e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 168386 members 
Entering Unmasked Estep 
Score: -15521490.000000 Penalty: 6073.100098
	Iteration 49Q: 3 clusters Score -1.552149e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 170313 members 
Entering Unmasked Estep 
Score: -15522003.000000 Penalty: 6073.100098
	Iteration 50Q: 3 clusters Score -1.5522e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 172189 members 
Entering Unmasked Estep 
Score: -15522481.000000 Penalty: 6073.100098
	Iteration 51Q: 3 clusters Score -1.552248e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 174028 members 
Entering Unmasked Estep 
Score: -15522848.000000 Penalty: 6073.100098
	Iteration 52Q: 3 clusters Score -1.552285e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 175809 members 
Entering Unmasked Estep 
Score: -15523316.000000 Penalty: 6073.100098
	Iteration 53Q: 3 clusters Score -1.552332e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 177549 members 
Entering Unmasked Estep 
Score: -15523742.000000 Penalty: 6073.100098
	Iteration 54Q: 3 clusters Score -1.552374e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 179257 members 
Entering Unmasked Estep 
Score: -15524195.000000 Penalty: 6073.100098
	Iteration 55Q: 3 clusters Score -1.55242e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 180914 members 
Entering Unmasked Estep 
Score: -15524630.000000 Penalty: 6073.100098
	Iteration 56Q: 3 clusters Score -1.552463e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 182491 members 
Entering Unmasked Estep 
Score: -15525005.000000 Penalty: 6073.100098
	Iteration 57Q: 3 clusters Score -1.5525e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 184018 members 
Entering Unmasked Estep 
Score: -15525307.000000 Penalty: 6073.100098
	Iteration 58Q: 3 clusters Score -1.552531e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 185621 members 
Entering Unmasked Estep 
Score: -15525805.000000 Penalty: 6073.100098
	Iteration 59Q: 3 clusters Score -1.55258e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 187237 members 
Entering Unmasked Estep 
Score: -15526270.000000 Penalty: 6073.100098
	Iteration 60F: 3 clusters Score -1.552627e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 188835 members 
Entering Unmasked Estep 
Score: -15526766.000000 Penalty: 6073.100098
	Iteration 61Q: 3 clusters Score -1.552677e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 190344 members 
Entering Unmasked Estep 
Score: -15527297.000000 Penalty: 6073.100098
	Iteration 62Q: 3 clusters Score -1.55273e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 191814 members 
Entering Unmasked Estep 
Score: -15527792.000000 Penalty: 6073.100098
	Iteration 63Q: 3 clusters Score -1.552779e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 193240 members 
Entering Unmasked Estep 
Score: -15528381.000000 Penalty: 6073.100098
	Iteration 64Q: 3 clusters Score -1.552838e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 194644 members 
Entering Unmasked Estep 
Score: -15528829.000000 Penalty: 6073.100098
	Iteration 65Q: 3 clusters Score -1.552883e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 196032 members 
Entering Unmasked Estep 
Score: -15529316.000000 Penalty: 6073.100098
	Iteration 66Q: 3 clusters Score -1.552932e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 197330 members 
Entering Unmasked Estep 
Score: -15529806.000000 Penalty: 6073.100098
	Iteration 67Q: 3 clusters Score -1.552981e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 198529 members 
Entering Unmasked Estep 
Score: -15530265.000000 Penalty: 6073.100098
	Iteration 68Q: 3 clusters Score -1.553026e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 199576 members 
Entering Unmasked Estep 
Score: -15530658.000000 Penalty: 6073.100098
	Iteration 69Q: 3 clusters Score -1.553066e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 200505 members 
Entering Unmasked Estep 
Score: -15531054.000000 Penalty: 6073.100098
	Iteration 70Q: 3 clusters Score -1.553105e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 201337 members 
Entering Unmasked Estep 
Score: -15531397.000000 Penalty: 6073.100098
	Iteration 71Q: 3 clusters Score -1.55314e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 202030 members 
Entering Unmasked Estep 
Score: -15531565.000000 Penalty: 6073.100098
	Iteration 72Q: 3 clusters Score -1.553156e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 202610 members 
Entering Unmasked Estep 
Score: -15531816.000000 Penalty: 6073.100098
	Iteration 73Q: 3 clusters Score -1.553182e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 203110 members 
Entering Unmasked Estep 
Score: -15532026.000000 Penalty: 6073.100098
	Iteration 74Q: 3 clusters Score -1.553203e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 203536 members 
Entering Unmasked Estep 
Score: -15532199.000000 Penalty: 6073.100098
	Iteration 75Q: 3 clusters Score -1.55322e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 203883 members 
Entering Unmasked Estep 
Score: -15532298.000000 Penalty: 6073.100098
	Iteration 76Q: 3 clusters Score -1.55323e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 204190 members 
Entering Unmasked Estep 
Score: -15532347.000000 Penalty: 6073.100098
	Iteration 77Q: 3 clusters Score -1.553235e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 204447 members 
Entering Unmasked Estep 
Score: -15532421.000000 Penalty: 6073.100098
	Iteration 78Q: 3 clusters Score -1.553242e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 204671 members 
Entering Unmasked Estep 
Score: -15532471.000000 Penalty: 6073.100098
	Iteration 79Q: 3 clusters Score -1.553247e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 204899 members 
Entering Unmasked Estep 
Score: -15532591.000000 Penalty: 6073.100098
	Iteration 80F: 3 clusters Score -1.553259e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 205100 members 
Entering Unmasked Estep 
Score: -15532699.000000 Penalty: 6073.100098
	Iteration 81Q: 3 clusters Score -1.55327e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 205298 members 
Entering Unmasked Estep 
Score: -15532786.000000 Penalty: 6073.100098
	Iteration 82Q: 3 clusters Score -1.553279e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 205449 members 
Entering Unmasked Estep 
Score: -15532854.000000 Penalty: 6073.100098
	Iteration 83Q: 3 clusters Score -1.553285e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 205574 members 
Entering Unmasked Estep 
Score: -15532899.000000 Penalty: 6073.100098
	Iteration 84Q: 3 clusters Score -1.55329e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 205670 members 
Entering Unmasked Estep 
Score: -15532915.000000 Penalty: 6073.100098
	Iteration 85Q: 3 clusters Score -1.553292e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 205755 members 
Entering Unmasked Estep 
Score: -15532955.000000 Penalty: 6073.100098
	Iteration 86Q: 3 clusters Score -1.553296e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 205826 members 
Entering Unmasked Estep 
Score: -15532974.000000 Penalty: 6073.100098
	Iteration 87Q: 3 clusters Score -1.553297e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 205893 members 
Entering Unmasked Estep 
Score: -15533000.000000 Penalty: 6073.100098
	Iteration 88Q: 3 clusters Score -1.5533e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 205956 members 
Entering Unmasked Estep 
Score: -15533040.000000 Penalty: 6073.100098
	Iteration 89Q: 3 clusters Score -1.553304e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 206007 members 
Entering Unmasked Estep 
Score: -15533043.000000 Penalty: 6073.100098
	Iteration 90Q: 3 clusters Score -1.553304e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 206057 members 
Entering Unmasked Estep 
Score: -15533078.000000 Penalty: 6073.100098
	Iteration 91Q: 3 clusters Score -1.553308e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 206115 members 
Entering Unmasked Estep 
Score: -15533067.000000 Penalty: 6073.100098
	Iteration 92Q: 3 clusters Score -1.553307e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 206176 members 
Entering Unmasked Estep 
Score: -15533116.000000 Penalty: 6073.100098
	Iteration 93Q: 3 clusters Score -1.553312e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 206221 members 
Entering Unmasked Estep 
Score: -15533119.000000 Penalty: 6073.100098
	Iteration 94Q: 3 clusters Score -1.553312e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 206270 members 
Entering Unmasked Estep 
Score: -15533123.000000 Penalty: 6073.100098
	Iteration 95Q: 3 clusters Score -1.553312e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 206309 members 
Entering Unmasked Estep 
Score: -15533156.000000 Penalty: 6073.100098
	Iteration 96Q: 3 clusters Score -1.553316e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 206354 members 
Entering Unmasked Estep 
Score: -15533188.000000 Penalty: 6073.100098
	Iteration 97Q: 3 clusters Score -1.553319e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 206397 members 
Entering Unmasked Estep 
Score: -15533217.000000 Penalty: 6073.100098
	Iteration 98Q: 3 clusters Score -1.553322e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 206424 members 
Entering Unmasked Estep 
Score: -15533203.000000 Penalty: 6073.100098
	Iteration 99Q: 3 clusters Score -1.55332e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 206439 members 
Entering Unmasked Estep 
Score: -15533224.000000 Penalty: 6073.100098
	Iteration 100F: 3 clusters Score -1.553322e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 206456 members 
Entering Unmasked Estep 
Score: -15533228.000000 Penalty: 6073.100098
	Iteration 101Q: 3 clusters Score -1.553323e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 206474 members 
Entering Unmasked Estep 
Score: -15533209.000000 Penalty: 6073.100098
	Iteration 102Q: 3 clusters Score -1.553321e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 206493 members 
Entering Unmasked Estep 
Score: -15533210.000000 Penalty: 6073.100098
	Iteration 103Q: 3 clusters Score -1.553321e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 206506 members 
Entering Unmasked Estep 
Score: -15533215.000000 Penalty: 6073.100098
	Iteration 104Q: 3 clusters Score -1.553322e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 206518 members 
Entering Unmasked Estep 
Score: -15533219.000000 Penalty: 6073.100098
	Iteration 105Q: 3 clusters Score -1.553322e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 206528 members 
Entering Unmasked Estep 
Score: -15533226.000000 Penalty: 6073.100098
	Iteration 106Q: 3 clusters Score -1.553323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 206533 members 
Entering Unmasked Estep 
Score: -15533222.000000 Penalty: 6073.100098
	Iteration 107Q: 3 clusters Score -1.553322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 206535 members 
Entering Unmasked Estep 
Score: -15533231.000000 Penalty: 6073.100098
	Iteration 108Q: 3 clusters Score -1.553323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 206537 members 
Entering Unmasked Estep 
Score: -15533233.000000 Penalty: 6073.100098
	Iteration 109Q: 3 clusters Score -1.553323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 206542 members 
Entering Unmasked Estep 
Score: -15533239.000000 Penalty: 6073.100098
	Iteration 110Q: 3 clusters Score -1.553324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 206549 members 
Entering Unmasked Estep 
Score: -15533239.000000 Penalty: 6073.100098
	Iteration 111Q: 3 clusters Score -1.553324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 206552 members 
Entering Unmasked Estep 
Score: -15533238.000000 Penalty: 6073.100098
	Iteration 112Q: 3 clusters Score -1.553324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 206554 members 
Entering Unmasked Estep 
Score: -15533247.000000 Penalty: 6073.100098
	Iteration 113Q: 3 clusters Score -1.553325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 206554 members 
Entering Unmasked Estep 
Score: -15533247.000000 Penalty: 6073.100098
	Iteration 114F: 3 clusters Score -1.553325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (76071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76071 members 
Entering Unmasked Estep 
Score: -5768411.000000 Penalty: 2787.376953
	Iteration 0F: 2 clusters Score -5768411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -5717695.500000 Penalty: 5574.753906
	Iteration 0F: 3 clusters Score -5717696 nChanged 35682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -5738056.000000 Penalty: 5574.753906
	Iteration 1F: 3 clusters Score -5738056 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -5739060.500000 Penalty: 5574.753906
	Iteration 2Q: 3 clusters Score -5739060 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -5740495.000000 Penalty: 5574.753906
	Iteration 3Q: 3 clusters Score -5740495 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -5742440.500000 Penalty: 5574.753906
	Iteration 4F: 3 clusters Score -5742440 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -5744971.500000 Penalty: 5574.753906
	Iteration 5F: 3 clusters Score -5744972 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -5747600.500000 Penalty: 5574.753906
	Iteration 6F: 3 clusters Score -5747600 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -5750144.500000 Penalty: 5574.753906
	Iteration 7F: 3 clusters Score -5750144 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -5752406.000000 Penalty: 5574.753906
	Iteration 8F: 3 clusters Score -5752406 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 48526 members 
Entering Unmasked Estep 
Score: -5754417.500000 Penalty: 5574.753906
	Iteration 9Q: 3 clusters Score -5754418 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 49807 members 
Entering Unmasked Estep 
Score: -5756444.500000 Penalty: 5574.753906
	Iteration 10Q: 3 clusters Score -5756444 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -5758188.000000 Penalty: 5574.753906
	Iteration 11Q: 3 clusters Score -5758188 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 52093 members 
Entering Unmasked Estep 
Score: -5759479.000000 Penalty: 5574.753906
	Iteration 12Q: 3 clusters Score -5759479 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -5760162.000000 Penalty: 5574.753906
	Iteration 13Q: 3 clusters Score -5760162 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -5760718.500000 Penalty: 5574.753906
	Iteration 14Q: 3 clusters Score -5760718 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 55116 members 
Entering Unmasked Estep 
Score: -5761219.500000 Penalty: 5574.753906
	Iteration 15Q: 3 clusters Score -5761220 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -5761650.500000 Penalty: 5574.753906
	Iteration 16Q: 3 clusters Score -5761650 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -5762068.500000 Penalty: 5574.753906
	Iteration 17Q: 3 clusters Score -5762068 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 57688 members 
Entering Unmasked Estep 
Score: -5762467.000000 Penalty: 5574.753906
	Iteration 18Q: 3 clusters Score -5762467 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 58407 members 
Entering Unmasked Estep 
Score: -5762816.500000 Penalty: 5574.753906
	Iteration 19Q: 3 clusters Score -5762816 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 59094 members 
Entering Unmasked Estep 
Score: -5763133.000000 Penalty: 5574.753906
	Iteration 20F: 3 clusters Score -5763133 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 59728 members 
Entering Unmasked Estep 
Score: -5763340.000000 Penalty: 5574.753906
	Iteration 21Q: 3 clusters Score -5763340 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 60287 members 
Entering Unmasked Estep 
Score: -5763583.500000 Penalty: 5574.753906
	Iteration 22Q: 3 clusters Score -5763584 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
Score: -5763766.000000 Penalty: 5574.753906
	Iteration 23Q: 3 clusters Score -5763766 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 61262 members 
Entering Unmasked Estep 
Score: -5763868.500000 Penalty: 5574.753906
	Iteration 24Q: 3 clusters Score -5763868 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 61682 members 
Entering Unmasked Estep 
Score: -5763985.500000 Penalty: 5574.753906
	Iteration 25Q: 3 clusters Score -5763986 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 62063 members 
Entering Unmasked Estep 
Score: -5764069.000000 Penalty: 5574.753906
	Iteration 26Q: 3 clusters Score -5764069 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 62393 members 
Entering Unmasked Estep 
Score: -5764183.000000 Penalty: 5574.753906
	Iteration 27Q: 3 clusters Score -5764183 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 62691 members 
Entering Unmasked Estep 
Score: -5764251.000000 Penalty: 5574.753906
	Iteration 28Q: 3 clusters Score -5764251 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -5764301.500000 Penalty: 5574.753906
	Iteration 29Q: 3 clusters Score -5764302 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 63220 members 
Entering Unmasked Estep 
Score: -5764345.000000 Penalty: 5574.753906
	Iteration 30Q: 3 clusters Score -5764345 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -5764371.000000 Penalty: 5574.753906
	Iteration 31Q: 3 clusters Score -5764371 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 63663 members 
Entering Unmasked Estep 
Score: -5764399.500000 Penalty: 5574.753906
	Iteration 32Q: 3 clusters Score -5764400 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 63867 members 
Entering Unmasked Estep 
Score: -5764437.500000 Penalty: 5574.753906
	Iteration 33Q: 3 clusters Score -5764438 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 64053 members 
Entering Unmasked Estep 
Score: -5764444.000000 Penalty: 5574.753906
	Iteration 34Q: 3 clusters Score -5764444 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 64272 members 
Entering Unmasked Estep 
Score: -5764505.000000 Penalty: 5574.753906
	Iteration 35Q: 3 clusters Score -5764505 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 64479 members 
Entering Unmasked Estep 
Score: -5764537.500000 Penalty: 5574.753906
	Iteration 36Q: 3 clusters Score -5764538 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 64713 members 
Entering Unmasked Estep 
Score: -5764590.000000 Penalty: 5574.753906
	Iteration 37Q: 3 clusters Score -5764590 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 64949 members 
Entering Unmasked Estep 
Score: -5764601.500000 Penalty: 5574.753906
	Iteration 38Q: 3 clusters Score -5764602 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 65154 members 
Entering Unmasked Estep 
Score: -5764626.000000 Penalty: 5574.753906
	Iteration 39Q: 3 clusters Score -5764626 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 65367 members 
Entering Unmasked Estep 
Score: -5764659.500000 Penalty: 5574.753906
	Iteration 40F: 3 clusters Score -5764660 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 65569 members 
Entering Unmasked Estep 
Score: -5764699.500000 Penalty: 5574.753906
	Iteration 41Q: 3 clusters Score -5764700 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 65780 members 
Entering Unmasked Estep 
Score: -5764732.000000 Penalty: 5574.753906
	Iteration 42Q: 3 clusters Score -5764732 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 65982 members 
Entering Unmasked Estep 
Score: -5764758.500000 Penalty: 5574.753906
	Iteration 43Q: 3 clusters Score -5764758 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 66182 members 
Entering Unmasked Estep 
Score: -5764798.000000 Penalty: 5574.753906
	Iteration 44Q: 3 clusters Score -5764798 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 66379 members 
Entering Unmasked Estep 
Score: -5764840.500000 Penalty: 5574.753906
	Iteration 45Q: 3 clusters Score -5764840 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 66552 members 
Entering Unmasked Estep 
Score: -5764852.500000 Penalty: 5574.753906
	Iteration 46Q: 3 clusters Score -5764852 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 66727 members 
Entering Unmasked Estep 
Score: -5764893.500000 Penalty: 5574.753906
	Iteration 47Q: 3 clusters Score -5764894 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 66893 members 
Entering Unmasked Estep 
Score: -5764937.500000 Penalty: 5574.753906
	Iteration 48Q: 3 clusters Score -5764938 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 67048 members 
Entering Unmasked Estep 
Score: -5764968.000000 Penalty: 5574.753906
	Iteration 49Q: 3 clusters Score -5764968 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 67185 members 
Entering Unmasked Estep 
Score: -5764991.000000 Penalty: 5574.753906
	Iteration 50Q: 3 clusters Score -5764991 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 67300 members 
Entering Unmasked Estep 
Score: -5765006.000000 Penalty: 5574.753906
	Iteration 51Q: 3 clusters Score -5765006 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 67415 members 
Entering Unmasked Estep 
Score: -5765009.000000 Penalty: 5574.753906
	Iteration 52Q: 3 clusters Score -5765009 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 67523 members 
Entering Unmasked Estep 
Score: -5765017.000000 Penalty: 5574.753906
	Iteration 53Q: 3 clusters Score -5765017 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 67643 members 
Entering Unmasked Estep 
Score: -5765016.000000 Penalty: 5574.753906
	Iteration 54Q: 3 clusters Score -5765016 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 67755 members 
Entering Unmasked Estep 
Score: -5765006.000000 Penalty: 5574.753906
	Iteration 55Q: 3 clusters Score -5765006 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 67866 members 
Entering Unmasked Estep 
Score: -5765021.500000 Penalty: 5574.753906
	Iteration 56Q: 3 clusters Score -5765022 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 67987 members 
Entering Unmasked Estep 
Score: -5765042.000000 Penalty: 5574.753906
	Iteration 57Q: 3 clusters Score -5765042 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 68105 members 
Entering Unmasked Estep 
Score: -5765067.000000 Penalty: 5574.753906
	Iteration 58Q: 3 clusters Score -5765067 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 68205 members 
Entering Unmasked Estep 
Score: -5765090.500000 Penalty: 5574.753906
	Iteration 59Q: 3 clusters Score -5765090 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 68305 members 
Entering Unmasked Estep 
Score: -5765107.000000 Penalty: 5574.753906
	Iteration 60F: 3 clusters Score -5765107 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 68404 members 
Entering Unmasked Estep 
Score: -5765118.000000 Penalty: 5574.753906
	Iteration 61Q: 3 clusters Score -5765118 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 68509 members 
Entering Unmasked Estep 
Score: -5765129.500000 Penalty: 5574.753906
	Iteration 62Q: 3 clusters Score -5765130 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 68620 members 
Entering Unmasked Estep 
Score: -5765141.500000 Penalty: 5574.753906
	Iteration 63Q: 3 clusters Score -5765142 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 68728 members 
Entering Unmasked Estep 
Score: -5765138.000000 Penalty: 5574.753906
	Iteration 64Q: 3 clusters Score -5765138 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 68835 members 
Entering Unmasked Estep 
Score: -5765128.000000 Penalty: 5574.753906
	Iteration 65Q: 3 clusters Score -5765128 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 68946 members 
Entering Unmasked Estep 
Score: -5765154.000000 Penalty: 5574.753906
	Iteration 66Q: 3 clusters Score -5765154 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 69055 members 
Entering Unmasked Estep 
Score: -5765143.500000 Penalty: 5574.753906
	Iteration 67Q: 3 clusters Score -5765144 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 69158 members 
Entering Unmasked Estep 
Score: -5765150.000000 Penalty: 5574.753906
	Iteration 68Q: 3 clusters Score -5765150 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 69251 members 
Entering Unmasked Estep 
Score: -5765143.500000 Penalty: 5574.753906
	Iteration 69Q: 3 clusters Score -5765144 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 69337 members 
Entering Unmasked Estep 
Score: -5765150.000000 Penalty: 5574.753906
	Iteration 70Q: 3 clusters Score -5765150 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 69419 members 
Entering Unmasked Estep 
Score: -5765150.000000 Penalty: 5574.753906
	Iteration 71Q: 3 clusters Score -5765150 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 69503 members 
Entering Unmasked Estep 
Score: -5765163.000000 Penalty: 5574.753906
	Iteration 72Q: 3 clusters Score -5765163 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 69587 members 
Entering Unmasked Estep 
Score: -5765166.500000 Penalty: 5574.753906
	Iteration 73Q: 3 clusters Score -5765166 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 69669 members 
Entering Unmasked Estep 
Score: -5765174.500000 Penalty: 5574.753906
	Iteration 74Q: 3 clusters Score -5765174 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -5765195.000000 Penalty: 5574.753906
	Iteration 75Q: 3 clusters Score -5765195 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 69818 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 69903 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 69985 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5765218 nChanged 72
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Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 70057 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5765250 nChanged 89
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Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 70140 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 70210 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5765282 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 70283 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5765288 nChanged 61
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Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 70340 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5765311 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 70400 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5765327 nChanged 67
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Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 70465 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 70514 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5765357 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 70561 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5765348 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 70611 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5765360 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 70662 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5765361 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 70718 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5765350 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 70772 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5765354 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 70825 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5765358 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 70882 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5765375 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 70952 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5765384 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 71020 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5765389 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 71075 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5765407 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 71142 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5765420 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 71227 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5765448 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 71300 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5765452 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 71364 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5765476 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 71414 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5765490 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 71464 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5765498 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 71503 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5765490 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 71545 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5765498 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 71589 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5765500 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 71632 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5765505 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 71670 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5765514 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 71707 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5765508 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 71743 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5765504 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 71780 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5765509 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 71810 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5765508 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 71851 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5765508 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 71888 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5765506 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 71933 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5765528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 71980 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5765544 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 72024 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5765568 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 72065 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5765558 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 72103 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5765562 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 72144 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5765564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 72179 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5765574 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 72214 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5765580 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 72254 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5765580 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 72293 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5765571 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 72329 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5765584 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 72370 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5765588 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 72412 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5765596 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 72452 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5765596 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 72484 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5765608 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 72521 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5765605 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3519 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5765606 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 72585 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5765596 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 72625 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5765612 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 72658 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5765621 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 72693 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5765618 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 72726 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5765624 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 72761 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5765626 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 72796 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5765635 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 72837 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5765634 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 72883 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5765645 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 72936 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5765657 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 72993 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5765665 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 73050 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5765676 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 73118 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5765686 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 73194 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5765710 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2801 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5765708 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 73327 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5765744 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 73385 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5765752 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 73440 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5765761 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2582 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5765774 nChanged 49
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Mstep: Class 1 contains 2535 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5765782 nChanged 51
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Mstep: Class 1 contains 2484 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5765786 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 73623 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5765794 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2407 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5765810 nChanged 41
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Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 73705 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5765826 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2327 members 
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	Iteration 155Q: 3 clusters Score -5765839 nChanged 40
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Mstep: Class 1 contains 2287 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5765856 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2244 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5765864 nChanged 42
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Mstep: Class 1 contains 2206 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5765864 nChanged 56
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Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 73911 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5765880 nChanged 46
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Mstep: Class 2 contains 73943 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5765893 nChanged 50
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Mstep: Class 1 contains 2082 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5765904 nChanged 45
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Mstep: Class 1 contains 2041 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5765915 nChanged 34
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Mstep: Class 1 contains 2009 members 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5765939 nChanged 28
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Mstep: Class 1 contains 1985 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5765950 nChanged 26
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Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 74110 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5765957 nChanged 31
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Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 74141 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5765958 nChanged 23
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Mstep: Class 1 contains 1909 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5765958 nChanged 22
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Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 74182 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5765959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 74195 members 
Entering Unmasked Estep 
Score: -5765957.500000 Penalty: 5574.753906
	Iteration 169Q: 3 clusters Score -5765958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 74209 members 
Entering Unmasked Estep 
Score: -5765968.000000 Penalty: 5574.753906
	Iteration 170Q: 3 clusters Score -5765968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 74222 members 
Entering Unmasked Estep 
Score: -5765964.500000 Penalty: 5574.753906
	Iteration 171Q: 3 clusters Score -5765964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 74247 members 
Entering Unmasked Estep 
Score: -5765980.500000 Penalty: 5574.753906
	Iteration 172Q: 3 clusters Score -5765980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 74266 members 
Entering Unmasked Estep 
Score: -5765978.500000 Penalty: 5574.753906
	Iteration 173Q: 3 clusters Score -5765978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 74278 members 
Entering Unmasked Estep 
Score: -5765978.500000 Penalty: 5574.753906
	Iteration 174Q: 3 clusters Score -5765978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 74286 members 
Entering Unmasked Estep 
Score: -5765992.500000 Penalty: 5574.753906
	Iteration 175Q: 3 clusters Score -5765992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 74294 members 
Entering Unmasked Estep 
Score: -5765993.000000 Penalty: 5574.753906
	Iteration 176Q: 3 clusters Score -5765993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 74300 members 
Entering Unmasked Estep 
Score: -5765995.500000 Penalty: 5574.753906
	Iteration 177Q: 3 clusters Score -5765996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 74308 members 
Entering Unmasked Estep 
Score: -5765995.500000 Penalty: 5574.753906
	Iteration 178Q: 3 clusters Score -5765996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 74313 members 
Entering Unmasked Estep 
Score: -5765991.000000 Penalty: 5574.753906
	Iteration 179Q: 3 clusters Score -5765991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 74315 members 
Entering Unmasked Estep 
Score: -5765992.000000 Penalty: 5574.753906
	Iteration 180F: 3 clusters Score -5765992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 74319 members 
Entering Unmasked Estep 
Score: -5765993.000000 Penalty: 5574.753906
	Iteration 181Q: 3 clusters Score -5765993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 74321 members 
Entering Unmasked Estep 
Score: -5765994.000000 Penalty: 5574.753906
	Iteration 182Q: 3 clusters Score -5765994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 74327 members 
Entering Unmasked Estep 
Score: -5765994.500000 Penalty: 5574.753906
	Iteration 183Q: 3 clusters Score -5765994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 74336 members 
Entering Unmasked Estep 
Score: -5765998.500000 Penalty: 5574.753906
	Iteration 184Q: 3 clusters Score -5765998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 74343 members 
Entering Unmasked Estep 
Score: -5765995.000000 Penalty: 5574.753906
	Iteration 185Q: 3 clusters Score -5765995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 74350 members 
Entering Unmasked Estep 
Score: -5765996.000000 Penalty: 5574.753906
	Iteration 186Q: 3 clusters Score -5765996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 74355 members 
Entering Unmasked Estep 
Score: -5766000.500000 Penalty: 5574.753906
	Iteration 187Q: 3 clusters Score -5766000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 74362 members 
Entering Unmasked Estep 
Score: -5766006.000000 Penalty: 5574.753906
	Iteration 188Q: 3 clusters Score -5766006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 74367 members 
Entering Unmasked Estep 
Score: -5766002.000000 Penalty: 5574.753906
	Iteration 189Q: 3 clusters Score -5766002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 74370 members 
Entering Unmasked Estep 
Score: -5766002.000000 Penalty: 5574.753906
	Iteration 190Q: 3 clusters Score -5766002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 74372 members 
Entering Unmasked Estep 
Score: -5766001.000000 Penalty: 5574.753906
	Iteration 191Q: 3 clusters Score -5766001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 74373 members 
Entering Unmasked Estep 
Score: -5766003.000000 Penalty: 5574.753906
	Iteration 192Q: 3 clusters Score -5766003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 74374 members 
Entering Unmasked Estep 
Score: -5766000.500000 Penalty: 5574.753906
	Iteration 193Q: 3 clusters Score -5766000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 74374 members 
Entering Unmasked Estep 
Score: -5766000.500000 Penalty: 5574.753906
	Iteration 194F: 3 clusters Score -5766000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Entering Unmasked Estep 
Score: -448600.375000 Penalty: 2203.177002
	Iteration 0F: 2 clusters Score -448600.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -442685.468750 Penalty: 4406.354004
	Iteration 0F: 3 clusters Score -442685.5 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -444273.718750 Penalty: 4406.354004
	Iteration 1F: 3 clusters Score -444273.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -444605.031250 Penalty: 4406.354004
	Iteration 2F: 3 clusters Score -444605 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -444865.250000 Penalty: 4406.354004
	Iteration 3F: 3 clusters Score -444865.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -445100.531250 Penalty: 4406.354004
	Iteration 4Q: 3 clusters Score -445100.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -445304.093750 Penalty: 4406.354004
	Iteration 5Q: 3 clusters Score -445304.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -445491.343750 Penalty: 4406.354004
	Iteration 6Q: 3 clusters Score -445491.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -445692.062500 Penalty: 4406.354004
	Iteration 7Q: 3 clusters Score -445692.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -445885.687500 Penalty: 4406.354004
	Iteration 8Q: 3 clusters Score -445885.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -446076.593750 Penalty: 4406.354004
	Iteration 9Q: 3 clusters Score -446076.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -446256.343750 Penalty: 4406.354004
	Iteration 10Q: 3 clusters Score -446256.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -446417.000000 Penalty: 4406.354004
	Iteration 11Q: 3 clusters Score -446417 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -446580.593750 Penalty: 4406.354004
	Iteration 12Q: 3 clusters Score -446580.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -446780.343750 Penalty: 4406.354004
	Iteration 13Q: 3 clusters Score -446780.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -447024.281250 Penalty: 4406.354004
	Iteration 14Q: 3 clusters Score -447024.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -447217.156250 Penalty: 4406.354004
	Iteration 15Q: 3 clusters Score -447217.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -447364.343750 Penalty: 4406.354004
	Iteration 16Q: 3 clusters Score -447364.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -447473.062500 Penalty: 4406.354004
	Iteration 17Q: 3 clusters Score -447473.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -447544.218750 Penalty: 4406.354004
	Iteration 18Q: 3 clusters Score -447544.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -447584.062500 Penalty: 4406.354004
	Iteration 19Q: 3 clusters Score -447584.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -447614.812500 Penalty: 4406.354004
	Iteration 20F: 3 clusters Score -447614.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -447636.062500 Penalty: 4406.354004
	Iteration 21Q: 3 clusters Score -447636.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -447647.437500 Penalty: 4406.354004
	Iteration 22Q: 3 clusters Score -447647.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -447654.968750 Penalty: 4406.354004
	Iteration 23Q: 3 clusters Score -447655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -447660.500000 Penalty: 4406.354004
	Iteration 24Q: 3 clusters Score -447660.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -447664.625000 Penalty: 4406.354004
	Iteration 25Q: 3 clusters Score -447664.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -447667.718750 Penalty: 4406.354004
	Iteration 26Q: 3 clusters Score -447667.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -447668.718750 Penalty: 4406.354004
	Iteration 27Q: 3 clusters Score -447668.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -447670.375000 Penalty: 4406.354004
	Iteration 28Q: 3 clusters Score -447670.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -447672.312500 Penalty: 4406.354004
	Iteration 29Q: 3 clusters Score -447672.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -447674.843750 Penalty: 4406.354004
	Iteration 30Q: 3 clusters Score -447674.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -447676.593750 Penalty: 4406.354004
	Iteration 31Q: 3 clusters Score -447676.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -447678.593750 Penalty: 4406.354004
	Iteration 32Q: 3 clusters Score -447678.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -447680.062500 Penalty: 4406.354004
	Iteration 33Q: 3 clusters Score -447680.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -447681.812500 Penalty: 4406.354004
	Iteration 34Q: 3 clusters Score -447681.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -447682.750000 Penalty: 4406.354004
	Iteration 35Q: 3 clusters Score -447682.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -447684.781250 Penalty: 4406.354004
	Iteration 36Q: 3 clusters Score -447684.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -447684.218750 Penalty: 4406.354004
	Iteration 37Q: 3 clusters Score -447684.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -447685.343750 Penalty: 4406.354004
	Iteration 38Q: 3 clusters Score -447685.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -447686.468750 Penalty: 4406.354004
	Iteration 39Q: 3 clusters Score -447686.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -447686.093750 Penalty: 4406.354004
	Iteration 40F: 3 clusters Score -447686.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -447686.375000 Penalty: 4406.354004
	Iteration 41Q: 3 clusters Score -447686.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -447686.687500 Penalty: 4406.354004
	Iteration 42Q: 3 clusters Score -447686.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -447686.343750 Penalty: 4406.354004
	Iteration 43Q: 3 clusters Score -447686.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -447687.156250 Penalty: 4406.354004
	Iteration 44Q: 3 clusters Score -447687.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -447687.156250 Penalty: 4406.354004
	Iteration 45F: 3 clusters Score -447687.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (207333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207333 members 
Entering Unmasked Estep 
Score: -15946460.000000 Penalty: 3036.036133
	Iteration 0F: 2 clusters Score -1.594646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103521 members 
Mstep: Class 2 contains 103812 members 
Entering Unmasked Estep 
Score: -15807281.000000 Penalty: 6072.072266
	Iteration 0F: 3 clusters Score -1.580728e+07 nChanged 99758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101639 members 
Mstep: Class 2 contains 105694 members 
Entering Unmasked Estep 
Score: -15864833.000000 Penalty: 6072.072266
	Iteration 1F: 3 clusters Score -1.586483e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100114 members 
Mstep: Class 2 contains 107219 members 
Entering Unmasked Estep 
Score: -15865875.000000 Penalty: 6072.072266
	Iteration 2Q: 3 clusters Score -1.586588e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97688 members 
Mstep: Class 2 contains 109645 members 
Entering Unmasked Estep 
Score: -15867105.000000 Penalty: 6072.072266
	Iteration 3Q: 3 clusters Score -1.58671e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93873 members 
Mstep: Class 2 contains 113460 members 
Entering Unmasked Estep 
Score: -15868812.000000 Penalty: 6072.072266
	Iteration 4Q: 3 clusters Score -1.586881e+07 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88110 members 
Mstep: Class 2 contains 119223 members 
Entering Unmasked Estep 
Score: -15871567.000000 Penalty: 6072.072266
	Iteration 5Q: 3 clusters Score -1.587157e+07 nChanged 10253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79357 members 
Mstep: Class 2 contains 127976 members 
Entering Unmasked Estep 
Score: -15876128.000000 Penalty: 6072.072266
	Iteration 6Q: 3 clusters Score -1.587613e+07 nChanged 13186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66989 members 
Mstep: Class 2 contains 140344 members 
Entering Unmasked Estep 
Score: -15884205.000000 Penalty: 6072.072266
	Iteration 7F: 3 clusters Score -1.58842e+07 nChanged 15912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 155900 members 
Entering Unmasked Estep 
Score: -15896504.000000 Penalty: 6072.072266
	Iteration 8F: 3 clusters Score -1.58965e+07 nChanged 16683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 172483 members 
Entering Unmasked Estep 
Score: -15911252.000000 Penalty: 6072.072266
	Iteration 9F: 3 clusters Score -1.591125e+07 nChanged 14459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 186928 members 
Entering Unmasked Estep 
Score: -15924812.000000 Penalty: 6072.072266
	Iteration 10F: 3 clusters Score -1.592481e+07 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 197089 members 
Entering Unmasked Estep 
Score: -15934468.000000 Penalty: 6072.072266
	Iteration 11Q: 3 clusters Score -1.593447e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 202952 members 
Entering Unmasked Estep 
Score: -15940105.000000 Penalty: 6072.072266
	Iteration 12Q: 3 clusters Score -1.59401e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 205504 members 
Entering Unmasked Estep 
Score: -15942362.000000 Penalty: 6072.072266
	Iteration 13Q: 3 clusters Score -1.594236e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 206488 members 
Entering Unmasked Estep 
Score: -15943168.000000 Penalty: 6072.072266
	Iteration 14Q: 3 clusters Score -1.594317e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 206844 members 
Entering Unmasked Estep 
Score: -15943511.000000 Penalty: 6072.072266
	Iteration 15Q: 3 clusters Score -1.594351e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 206951 members 
Entering Unmasked Estep 
Score: -15943648.000000 Penalty: 6072.072266
	Iteration 16Q: 3 clusters Score -1.594365e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 206994 members 
Entering Unmasked Estep 
Score: -15943714.000000 Penalty: 6072.072266
	Iteration 17Q: 3 clusters Score -1.594371e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 207015 members 
Entering Unmasked Estep 
Score: -15943751.000000 Penalty: 6072.072266
	Iteration 18Q: 3 clusters Score -1.594375e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 207030 members 
Entering Unmasked Estep 
Score: -15943775.000000 Penalty: 6072.072266
	Iteration 19Q: 3 clusters Score -1.594378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 207038 members 
Entering Unmasked Estep 
Score: -15943776.000000 Penalty: 6072.072266
	Iteration 20F: 3 clusters Score -1.594378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 207044 members 
Entering Unmasked Estep 
Score: -15943795.000000 Penalty: 6072.072266
	Iteration 21Q: 3 clusters Score -1.59438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 207047 members 
Entering Unmasked Estep 
Score: -15943802.000000 Penalty: 6072.072266
	Iteration 22Q: 3 clusters Score -1.59438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 207047 members 
Entering Unmasked Estep 
Score: -15943802.000000 Penalty: 6072.072266
	Iteration 23Q: 3 clusters Score -1.59438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 207047 members 
Entering Unmasked Estep 
Score: -15943802.000000 Penalty: 6072.072266
	Iteration 24F: 3 clusters Score -1.59438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Entering Unmasked Estep 
Score: -709846.312500 Penalty: 2274.917236
	Iteration 0F: 2 clusters Score -709846.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -702430.750000 Penalty: 4549.834473
	Iteration 0F: 3 clusters Score -702430.8 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -704631.437500 Penalty: 4549.834473
	Iteration 1F: 3 clusters Score -704631.4 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -704919.312500 Penalty: 4549.834473
	Iteration 2F: 3 clusters Score -704919.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -705153.750000 Penalty: 4549.834473
	Iteration 3F: 3 clusters Score -705153.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -705328.562500 Penalty: 4549.834473
	Iteration 4Q: 3 clusters Score -705328.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -705496.437500 Penalty: 4549.834473
	Iteration 5Q: 3 clusters Score -705496.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -705650.312500 Penalty: 4549.834473
	Iteration 6Q: 3 clusters Score -705650.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -705804.562500 Penalty: 4549.834473
	Iteration 7Q: 3 clusters Score -705804.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -705968.625000 Penalty: 4549.834473
	Iteration 8Q: 3 clusters Score -705968.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -706161.812500 Penalty: 4549.834473
	Iteration 9Q: 3 clusters Score -706161.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -706393.937500 Penalty: 4549.834473
	Iteration 10Q: 3 clusters Score -706393.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -706648.437500 Penalty: 4549.834473
	Iteration 11Q: 3 clusters Score -706648.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -706913.125000 Penalty: 4549.834473
	Iteration 12Q: 3 clusters Score -706913.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -707134.437500 Penalty: 4549.834473
	Iteration 13Q: 3 clusters Score -707134.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -707319.937500 Penalty: 4549.834473
	Iteration 14Q: 3 clusters Score -707319.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -707452.000000 Penalty: 4549.834473
	Iteration 15Q: 3 clusters Score -707452 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -707552.187500 Penalty: 4549.834473
	Iteration 16Q: 3 clusters Score -707552.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -707632.437500 Penalty: 4549.834473
	Iteration 17Q: 3 clusters Score -707632.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -707688.125000 Penalty: 4549.834473
	Iteration 18Q: 3 clusters Score -707688.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -707737.187500 Penalty: 4549.834473
	Iteration 19Q: 3 clusters Score -707737.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -707790.875000 Penalty: 4549.834473
	Iteration 20F: 3 clusters Score -707790.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -707820.625000 Penalty: 4549.834473
	Iteration 21Q: 3 clusters Score -707820.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -707843.125000 Penalty: 4549.834473
	Iteration 22Q: 3 clusters Score -707843.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -707853.062500 Penalty: 4549.834473
	Iteration 23Q: 3 clusters Score -707853.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -707863.750000 Penalty: 4549.834473
	Iteration 24Q: 3 clusters Score -707863.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -707874.250000 Penalty: 4549.834473
	Iteration 25Q: 3 clusters Score -707874.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -707880.562500 Penalty: 4549.834473
	Iteration 26Q: 3 clusters Score -707880.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -707886.187500 Penalty: 4549.834473
	Iteration 27Q: 3 clusters Score -707886.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -707892.250000 Penalty: 4549.834473
	Iteration 28Q: 3 clusters Score -707892.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -707894.937500 Penalty: 4549.834473
	Iteration 29Q: 3 clusters Score -707894.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -707894.937500 Penalty: 4549.834473
	Iteration 30F: 3 clusters Score -707894.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Entering Unmasked Estep 
Score: -326636.718750 Penalty: 2096.125977
	Iteration 0F: 2 clusters Score -326636.7 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 2365 members 
Entering Unmasked Estep 
Score: -322338.812500 Penalty: 4192.251953
	Iteration 0F: 3 clusters Score -322338.8 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -323751.812500 Penalty: 4192.251953
	Iteration 1F: 3 clusters Score -323751.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -324618.000000 Penalty: 4192.251953
	Iteration 2F: 3 clusters Score -324618 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -325376.781250 Penalty: 4192.251953
	Iteration 3F: 3 clusters Score -325376.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -325743.187500 Penalty: 4192.251953
	Iteration 4F: 3 clusters Score -325743.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -325937.718750 Penalty: 4192.251953
	Iteration 5Q: 3 clusters Score -325937.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -326045.843750 Penalty: 4192.251953
	Iteration 6Q: 3 clusters Score -326045.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -326139.062500 Penalty: 4192.251953
	Iteration 7Q: 3 clusters Score -326139.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -326252.437500 Penalty: 4192.251953
	Iteration 8Q: 3 clusters Score -326252.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -326355.437500 Penalty: 4192.251953
	Iteration 9Q: 3 clusters Score -326355.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -326446.812500 Penalty: 4192.251953
	Iteration 10Q: 3 clusters Score -326446.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -326490.718750 Penalty: 4192.251953
	Iteration 11Q: 3 clusters Score -326490.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -326513.343750 Penalty: 4192.251953
	Iteration 12Q: 3 clusters Score -326513.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -326539.437500 Penalty: 4192.251953
	Iteration 13Q: 3 clusters Score -326539.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -326573.875000 Penalty: 4192.251953
	Iteration 14Q: 3 clusters Score -326573.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -326621.687500 Penalty: 4192.251953
	Iteration 15Q: 3 clusters Score -326621.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -326667.843750 Penalty: 4192.251953
	Iteration 16Q: 3 clusters Score -326667.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -326720.156250 Penalty: 4192.251953
	Iteration 17Q: 3 clusters Score -326720.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -326776.718750 Penalty: 4192.251953
	Iteration 18Q: 3 clusters Score -326776.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -326865.000000 Penalty: 4192.251953
	Iteration 19Q: 3 clusters Score -326865 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -326937.750000 Penalty: 4192.251953
	Iteration 20F: 3 clusters Score -326937.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -326986.218750 Penalty: 4192.251953
	Iteration 21Q: 3 clusters Score -326986.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -327011.906250 Penalty: 4192.251953
	Iteration 22Q: 3 clusters Score -327011.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -327043.250000 Penalty: 4192.251953
	Iteration 23Q: 3 clusters Score -327043.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -327065.031250 Penalty: 4192.251953
	Iteration 24Q: 3 clusters Score -327065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -327083.062500 Penalty: 4192.251953
	Iteration 25Q: 3 clusters Score -327083.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -327094.125000 Penalty: 4192.251953
	Iteration 26Q: 3 clusters Score -327094.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -327099.968750 Penalty: 4192.251953
	Iteration 27Q: 3 clusters Score -327100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -327099.968750 Penalty: 4192.251953
	Iteration 28F: 3 clusters Score -327100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 207763 members 
Mstep: Class 3 contains 76071 members 
Mstep: Class 4 contains 7214 members 
Mstep: Class 5 contains 207333 members 
Mstep: Class 6 contains 9634 members 
Mstep: Class 7 contains 3779 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80463 members 
Mstep: Class 10 contains 358806 members 
Mstep: Class 11 contains 34792 members 
Mstep: Class 12 contains 4457 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7144 members 
Mstep: Class 15 contains 6484 members 
Mstep: Class 16 contains 125435 members 
Mstep: Class 17 contains 23169 members 
Mstep: Class 18 contains 28416 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10682 members 
Mstep: Class 21 contains 3909 members 
Mstep: Class 22 contains 11465 members 
Mstep: Class 23 contains 10836 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12828 members 
Mstep: Class 26 contains 13788 members 
Mstep: Class 27 contains 16130 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33132 members 
Mstep: Class 30 contains 9443 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2479 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28619 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9533 members 
Mstep: Class 37 contains 3285 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10566 members 
Mstep: Class 40 contains 5877 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Mstep: Class 45 contains 906 members 
Entering Unmasked Estep 
Score: -102297072.000000 Penalty: 158063.093750
Splitting cluster 7 changes total score from -102297992.000000 to -102297072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Entering Unmasked Estep 
Score: -92498.046875 Penalty: 1781.034790
	Iteration 0F: 2 clusters Score -92498.05 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 660 members 
Entering Unmasked Estep 
Score: -90370.679688 Penalty: 3562.069580
	Iteration 0F: 3 clusters Score -90370.68 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -90753.367188 Penalty: 3562.069580
	Iteration 1F: 3 clusters Score -90753.37 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -90896.835938 Penalty: 3562.069580
	Iteration 2F: 3 clusters Score -90896.84 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -90981.015625 Penalty: 3562.069580
	Iteration 3Q: 3 clusters Score -90981.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -91046.148438 Penalty: 3562.069580
	Iteration 4Q: 3 clusters Score -91046.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -91124.648438 Penalty: 3562.069580
	Iteration 5Q: 3 clusters Score -91124.65 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -91208.953125 Penalty: 3562.069580
	Iteration 6Q: 3 clusters Score -91208.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -91297.992188 Penalty: 3562.069580
	Iteration 7Q: 3 clusters Score -91297.99 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -91374.921875 Penalty: 3562.069580
	Iteration 8Q: 3 clusters Score -91374.92 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -91437.023438 Penalty: 3562.069580
	Iteration 9Q: 3 clusters Score -91437.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -91499.804688 Penalty: 3562.069580
	Iteration 10Q: 3 clusters Score -91499.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -91527.226562 Penalty: 3562.069580
	Iteration 11Q: 3 clusters Score -91527.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -91551.281250 Penalty: 3562.069580
	Iteration 12Q: 3 clusters Score -91551.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -91567.976562 Penalty: 3562.069580
	Iteration 13Q: 3 clusters Score -91567.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -91584.617188 Penalty: 3562.069580
	Iteration 14Q: 3 clusters Score -91584.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -91599.726562 Penalty: 3562.069580
	Iteration 15Q: 3 clusters Score -91599.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -91615.593750 Penalty: 3562.069580
	Iteration 16Q: 3 clusters Score -91615.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -91627.515625 Penalty: 3562.069580
	Iteration 17Q: 3 clusters Score -91627.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -91634.906250 Penalty: 3562.069580
	Iteration 18Q: 3 clusters Score -91634.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -91643.562500 Penalty: 3562.069580
	Iteration 19Q: 3 clusters Score -91643.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -91660.554688 Penalty: 3562.069580
	Iteration 20F: 3 clusters Score -91660.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -91672.445312 Penalty: 3562.069580
	Iteration 21Q: 3 clusters Score -91672.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -91681.570312 Penalty: 3562.069580
	Iteration 22Q: 3 clusters Score -91681.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -91689.054688 Penalty: 3562.069580
	Iteration 23Q: 3 clusters Score -91689.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -91696.398438 Penalty: 3562.069580
	Iteration 24Q: 3 clusters Score -91696.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91697.515625 Penalty: 3562.069580
	Iteration 25Q: 3 clusters Score -91697.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91699.421875 Penalty: 3562.069580
	Iteration 26Q: 3 clusters Score -91699.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -91703.523438 Penalty: 3562.069580
	Iteration 27Q: 3 clusters Score -91703.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -91705.203125 Penalty: 3562.069580
	Iteration 28Q: 3 clusters Score -91705.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -91705.203125 Penalty: 3562.069580
	Iteration 29F: 3 clusters Score -91705.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80463 members 
Entering Unmasked Estep 
Score: -6137742.500000 Penalty: 2801.297119
	Iteration 0F: 2 clusters Score -6137742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -6084047.500000 Penalty: 5602.594238
	Iteration 0F: 3 clusters Score -6084048 nChanged 37662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -6105165.500000 Penalty: 5602.594238
	Iteration 1F: 3 clusters Score -6105166 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -6105703.000000 Penalty: 5602.594238
	Iteration 2Q: 3 clusters Score -6105703 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -6106251.500000 Penalty: 5602.594238
	Iteration 3Q: 3 clusters Score -6106252 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -6106935.500000 Penalty: 5602.594238
	Iteration 4Q: 3 clusters Score -6106936 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -6107873.500000 Penalty: 5602.594238
	Iteration 5Q: 3 clusters Score -6107874 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -6109441.000000 Penalty: 5602.594238
	Iteration 6Q: 3 clusters Score -6109441 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -6111869.500000 Penalty: 5602.594238
	Iteration 7F: 3 clusters Score -6111870 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -6115585.500000 Penalty: 5602.594238
	Iteration 8F: 3 clusters Score -6115586 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -6120403.500000 Penalty: 5602.594238
	Iteration 9F: 3 clusters Score -6120404 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63191 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -6125037.000000 Penalty: 5602.594238
	Iteration 10F: 3 clusters Score -6125037 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66306 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -6128522.500000 Penalty: 5602.594238
	Iteration 11F: 3 clusters Score -6128522 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68338 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -6130676.000000 Penalty: 5602.594238
	Iteration 12Q: 3 clusters Score -6130676 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69809 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -6131907.000000 Penalty: 5602.594238
	Iteration 13Q: 3 clusters Score -6131907 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70967 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -6132687.500000 Penalty: 5602.594238
	Iteration 14Q: 3 clusters Score -6132688 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71906 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -6133217.500000 Penalty: 5602.594238
	Iteration 15Q: 3 clusters Score -6133218 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72743 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -6133621.000000 Penalty: 5602.594238
	Iteration 16Q: 3 clusters Score -6133621 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73428 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -6133949.500000 Penalty: 5602.594238
	Iteration 17Q: 3 clusters Score -6133950 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74029 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -6134206.500000 Penalty: 5602.594238
	Iteration 18Q: 3 clusters Score -6134206 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74546 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -6134396.500000 Penalty: 5602.594238
	Iteration 19Q: 3 clusters Score -6134396 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74975 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -6134568.500000 Penalty: 5602.594238
	Iteration 20F: 3 clusters Score -6134568 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75363 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -6134700.000000 Penalty: 5602.594238
	Iteration 21Q: 3 clusters Score -6134700 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75713 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -6134767.500000 Penalty: 5602.594238
	Iteration 22Q: 3 clusters Score -6134768 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76027 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -6134884.500000 Penalty: 5602.594238
	Iteration 23Q: 3 clusters Score -6134884 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76334 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -6135001.500000 Penalty: 5602.594238
	Iteration 24Q: 3 clusters Score -6135002 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76622 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -6135046.500000 Penalty: 5602.594238
	Iteration 25Q: 3 clusters Score -6135046 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76837 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -6135111.500000 Penalty: 5602.594238
	Iteration 26Q: 3 clusters Score -6135112 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77033 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -6135185.000000 Penalty: 5602.594238
	Iteration 27Q: 3 clusters Score -6135185 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77221 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -6135253.500000 Penalty: 5602.594238
	Iteration 28Q: 3 clusters Score -6135254 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77374 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -6135275.500000 Penalty: 5602.594238
	Iteration 29Q: 3 clusters Score -6135276 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77507 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -6135296.500000 Penalty: 5602.594238
	Iteration 30Q: 3 clusters Score -6135296 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77617 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -6135322.500000 Penalty: 5602.594238
	Iteration 31Q: 3 clusters Score -6135322 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77706 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -6135331.500000 Penalty: 5602.594238
	Iteration 32Q: 3 clusters Score -6135332 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77782 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -6135370.000000 Penalty: 5602.594238
	Iteration 33Q: 3 clusters Score -6135370 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77856 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -6135395.000000 Penalty: 5602.594238
	Iteration 34Q: 3 clusters Score -6135395 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77924 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -6135408.000000 Penalty: 5602.594238
	Iteration 35Q: 3 clusters Score -6135408 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77991 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -6135408.000000 Penalty: 5602.594238
	Iteration 36Q: 3 clusters Score -6135408 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78057 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -6135420.000000 Penalty: 5602.594238
	Iteration 37Q: 3 clusters Score -6135420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78114 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -6135426.500000 Penalty: 5602.594238
	Iteration 38Q: 3 clusters Score -6135426 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78163 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -6135445.000000 Penalty: 5602.594238
	Iteration 39Q: 3 clusters Score -6135445 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78215 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -6135457.000000 Penalty: 5602.594238
	Iteration 40F: 3 clusters Score -6135457 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78260 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -6135464.500000 Penalty: 5602.594238
	Iteration 41Q: 3 clusters Score -6135464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78291 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -6135473.500000 Penalty: 5602.594238
	Iteration 42Q: 3 clusters Score -6135474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78326 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -6135479.000000 Penalty: 5602.594238
	Iteration 43Q: 3 clusters Score -6135479 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78367 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6135498.500000 Penalty: 5602.594238
	Iteration 44Q: 3 clusters Score -6135498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78395 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -6135489.000000 Penalty: 5602.594238
	Iteration 45Q: 3 clusters Score -6135489 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78416 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -6135496.000000 Penalty: 5602.594238
	Iteration 46Q: 3 clusters Score -6135496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78436 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -6135491.000000 Penalty: 5602.594238
	Iteration 47Q: 3 clusters Score -6135491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78457 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -6135492.500000 Penalty: 5602.594238
	Iteration 48Q: 3 clusters Score -6135492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78478 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -6135490.500000 Penalty: 5602.594238
	Iteration 49Q: 3 clusters Score -6135490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78509 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6135505.500000 Penalty: 5602.594238
	Iteration 50Q: 3 clusters Score -6135506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78536 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -6135513.000000 Penalty: 5602.594238
	Iteration 51Q: 3 clusters Score -6135513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78563 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6135524.500000 Penalty: 5602.594238
	Iteration 52Q: 3 clusters Score -6135524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78594 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -6135520.500000 Penalty: 5602.594238
	Iteration 53Q: 3 clusters Score -6135520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78621 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -6135529.000000 Penalty: 5602.594238
	Iteration 54Q: 3 clusters Score -6135529 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78648 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -6135528.500000 Penalty: 5602.594238
	Iteration 55Q: 3 clusters Score -6135528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78668 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -6135526.500000 Penalty: 5602.594238
	Iteration 56Q: 3 clusters Score -6135526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78686 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6135542.000000 Penalty: 5602.594238
	Iteration 57Q: 3 clusters Score -6135542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78709 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6135533.000000 Penalty: 5602.594238
	Iteration 58Q: 3 clusters Score -6135533 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78731 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6135552.500000 Penalty: 5602.594238
	Iteration 59Q: 3 clusters Score -6135552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78758 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -6135571.000000 Penalty: 5602.594238
	Iteration 60F: 3 clusters Score -6135571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78782 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6135581.000000 Penalty: 5602.594238
	Iteration 61Q: 3 clusters Score -6135581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78799 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -6135585.500000 Penalty: 5602.594238
	Iteration 62Q: 3 clusters Score -6135586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78814 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6135595.500000 Penalty: 5602.594238
	Iteration 63Q: 3 clusters Score -6135596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78824 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -6135585.000000 Penalty: 5602.594238
	Iteration 64Q: 3 clusters Score -6135585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78830 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -6135586.000000 Penalty: 5602.594238
	Iteration 65Q: 3 clusters Score -6135586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78836 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6135597.000000 Penalty: 5602.594238
	Iteration 66Q: 3 clusters Score -6135597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78845 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6135609.000000 Penalty: 5602.594238
	Iteration 67Q: 3 clusters Score -6135609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78856 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -6135607.500000 Penalty: 5602.594238
	Iteration 68Q: 3 clusters Score -6135608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78863 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6135607.500000 Penalty: 5602.594238
	Iteration 69Q: 3 clusters Score -6135608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78873 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6135595.500000 Penalty: 5602.594238
	Iteration 70Q: 3 clusters Score -6135596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78880 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6135601.500000 Penalty: 5602.594238
	Iteration 71Q: 3 clusters Score -6135602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78888 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -6135601.500000 Penalty: 5602.594238
	Iteration 72Q: 3 clusters Score -6135602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78894 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6135616.500000 Penalty: 5602.594238
	Iteration 73Q: 3 clusters Score -6135616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78900 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -6135621.000000 Penalty: 5602.594238
	Iteration 74Q: 3 clusters Score -6135621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78902 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -6135621.000000 Penalty: 5602.594238
	Iteration 75Q: 3 clusters Score -6135621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -6135626.000000 Penalty: 5602.594238
	Iteration 76Q: 3 clusters Score -6135626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78904 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6135628.000000 Penalty: 5602.594238
	Iteration 77Q: 3 clusters Score -6135628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78906 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6135629.000000 Penalty: 5602.594238
	Iteration 78Q: 3 clusters Score -6135629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78908 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6135626.500000 Penalty: 5602.594238
	Iteration 79Q: 3 clusters Score -6135626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6135625.000000 Penalty: 5602.594238
	Iteration 80F: 3 clusters Score -6135625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78918 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6135630.000000 Penalty: 5602.594238
	Iteration 81Q: 3 clusters Score -6135630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78920 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -6135628.500000 Penalty: 5602.594238
	Iteration 82Q: 3 clusters Score -6135628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78921 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6135627.000000 Penalty: 5602.594238
	Iteration 83Q: 3 clusters Score -6135627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78922 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -6135625.500000 Penalty: 5602.594238
	Iteration 84Q: 3 clusters Score -6135626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78923 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -6135625.000000 Penalty: 5602.594238
	Iteration 85Q: 3 clusters Score -6135625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78923 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -6135625.000000 Penalty: 5602.594238
	Iteration 86F: 3 clusters Score -6135625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (358806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358806 members 
Entering Unmasked Estep 
Score: -26829944.000000 Penalty: 3172.053223
	Iteration 0F: 2 clusters Score -2.682994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179493 members 
Mstep: Class 2 contains 179313 members 
Entering Unmasked Estep 
Score: -26588230.000000 Penalty: 6344.106445
	Iteration 0F: 3 clusters Score -2.658823e+07 nChanged 174701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181946 members 
Mstep: Class 2 contains 176860 members 
Entering Unmasked Estep 
Score: -26691902.000000 Penalty: 6344.106445
	Iteration 1F: 3 clusters Score -2.66919e+07 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183095 members 
Mstep: Class 2 contains 175711 members 
Entering Unmasked Estep 
Score: -26693188.000000 Penalty: 6344.106445
	Iteration 2Q: 3 clusters Score -2.669319e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184789 members 
Mstep: Class 2 contains 174017 members 
Entering Unmasked Estep 
Score: -26694702.000000 Penalty: 6344.106445
	Iteration 3Q: 3 clusters Score -2.66947e+07 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187175 members 
Mstep: Class 2 contains 171631 members 
Entering Unmasked Estep 
Score: -26696464.000000 Penalty: 6344.106445
	Iteration 4Q: 3 clusters Score -2.669646e+07 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190782 members 
Mstep: Class 2 contains 168024 members 
Entering Unmasked Estep 
Score: -26698600.000000 Penalty: 6344.106445
	Iteration 5Q: 3 clusters Score -2.66986e+07 nChanged 10489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196127 members 
Mstep: Class 2 contains 162679 members 
Entering Unmasked Estep 
Score: -26701706.000000 Penalty: 6344.106445
	Iteration 6Q: 3 clusters Score -2.670171e+07 nChanged 12676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204337 members 
Mstep: Class 2 contains 154469 members 
Entering Unmasked Estep 
Score: -26706182.000000 Penalty: 6344.106445
	Iteration 7Q: 3 clusters Score -2.670618e+07 nChanged 15708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216543 members 
Mstep: Class 2 contains 142263 members 
Entering Unmasked Estep 
Score: -26713180.000000 Penalty: 6344.106445
	Iteration 8Q: 3 clusters Score -2.671318e+07 nChanged 19445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233462 members 
Mstep: Class 2 contains 125344 members 
Entering Unmasked Estep 
Score: -26724974.000000 Penalty: 6344.106445
	Iteration 9F: 3 clusters Score -2.672497e+07 nChanged 23411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255283 members 
Mstep: Class 2 contains 103523 members 
Entering Unmasked Estep 
Score: -26741964.000000 Penalty: 6344.106445
	Iteration 10F: 3 clusters Score -2.674196e+07 nChanged 25286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279787 members 
Mstep: Class 2 contains 79019 members 
Entering Unmasked Estep 
Score: -26762932.000000 Penalty: 6344.106445
	Iteration 11F: 3 clusters Score -2.676293e+07 nChanged 23130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302481 members 
Mstep: Class 2 contains 56325 members 
Entering Unmasked Estep 
Score: -26782780.000000 Penalty: 6344.106445
	Iteration 12F: 3 clusters Score -2.678278e+07 nChanged 17939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320190 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -26798544.000000 Penalty: 6344.106445
	Iteration 13Q: 3 clusters Score -2.679854e+07 nChanged 12588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332658 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -26809454.000000 Penalty: 6344.106445
	Iteration 14Q: 3 clusters Score -2.680945e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340817 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -26816614.000000 Penalty: 6344.106445
	Iteration 15Q: 3 clusters Score -2.681661e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346098 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -26820870.000000 Penalty: 6344.106445
	Iteration 16Q: 3 clusters Score -2.682087e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349517 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -26823056.000000 Penalty: 6344.106445
	Iteration 17Q: 3 clusters Score -2.682306e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351794 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -26824498.000000 Penalty: 6344.106445
	Iteration 18Q: 3 clusters Score -2.68245e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353306 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -26825296.000000 Penalty: 6344.106445
	Iteration 19Q: 3 clusters Score -2.68253e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354387 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -26825888.000000 Penalty: 6344.106445
	Iteration 20F: 3 clusters Score -2.682589e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355162 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -26826306.000000 Penalty: 6344.106445
	Iteration 21Q: 3 clusters Score -2.682631e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355735 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -26826682.000000 Penalty: 6344.106445
	Iteration 22Q: 3 clusters Score -2.682668e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356145 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -26826914.000000 Penalty: 6344.106445
	Iteration 23Q: 3 clusters Score -2.682691e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356445 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -26827118.000000 Penalty: 6344.106445
	Iteration 24Q: 3 clusters Score -2.682712e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356661 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -26827258.000000 Penalty: 6344.106445
	Iteration 25Q: 3 clusters Score -2.682726e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356798 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -26827448.000000 Penalty: 6344.106445
	Iteration 26Q: 3 clusters Score -2.682745e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356892 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -26827536.000000 Penalty: 6344.106445
	Iteration 27Q: 3 clusters Score -2.682754e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356961 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -26827628.000000 Penalty: 6344.106445
	Iteration 28Q: 3 clusters Score -2.682763e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357021 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -26827664.000000 Penalty: 6344.106445
	Iteration 29Q: 3 clusters Score -2.682766e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357072 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -26827698.000000 Penalty: 6344.106445
	Iteration 30Q: 3 clusters Score -2.68277e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357114 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -26827706.000000 Penalty: 6344.106445
	Iteration 31Q: 3 clusters Score -2.682771e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357143 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -26827696.000000 Penalty: 6344.106445
	Iteration 32Q: 3 clusters Score -2.68277e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357172 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -26827714.000000 Penalty: 6344.106445
	Iteration 33Q: 3 clusters Score -2.682771e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357193 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -26827734.000000 Penalty: 6344.106445
	Iteration 34Q: 3 clusters Score -2.682773e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357205 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -26827758.000000 Penalty: 6344.106445
	Iteration 35Q: 3 clusters Score -2.682776e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357219 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -26827768.000000 Penalty: 6344.106445
	Iteration 36Q: 3 clusters Score -2.682777e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357231 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -26827766.000000 Penalty: 6344.106445
	Iteration 37Q: 3 clusters Score -2.682777e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357245 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -26827766.000000 Penalty: 6344.106445
	Iteration 38Q: 3 clusters Score -2.682777e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357253 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -26827786.000000 Penalty: 6344.106445
	Iteration 39Q: 3 clusters Score -2.682779e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357260 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -26827796.000000 Penalty: 6344.106445
	Iteration 40F: 3 clusters Score -2.68278e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357261 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -26827794.000000 Penalty: 6344.106445
	Iteration 41Q: 3 clusters Score -2.682779e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357261 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -26827798.000000 Penalty: 6344.106445
	Iteration 42Q: 3 clusters Score -2.68278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357269 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -26827800.000000 Penalty: 6344.106445
	Iteration 43Q: 3 clusters Score -2.68278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357281 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -26827794.000000 Penalty: 6344.106445
	Iteration 44Q: 3 clusters Score -2.682779e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357289 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -26827810.000000 Penalty: 6344.106445
	Iteration 45Q: 3 clusters Score -2.682781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357289 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -26827814.000000 Penalty: 6344.106445
	Iteration 46Q: 3 clusters Score -2.682781e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357294 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -26827832.000000 Penalty: 6344.106445
	Iteration 47Q: 3 clusters Score -2.682783e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357298 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -26827798.000000 Penalty: 6344.106445
	Iteration 48Q: 3 clusters Score -2.68278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357305 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -26827826.000000 Penalty: 6344.106445
	Iteration 49Q: 3 clusters Score -2.682783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357310 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -26827808.000000 Penalty: 6344.106445
	Iteration 50Q: 3 clusters Score -2.682781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357314 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -26827814.000000 Penalty: 6344.106445
	Iteration 51Q: 3 clusters Score -2.682781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357315 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -26827832.000000 Penalty: 6344.106445
	Iteration 52Q: 3 clusters Score -2.682783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357317 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -26827806.000000 Penalty: 6344.106445
	Iteration 53Q: 3 clusters Score -2.682781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357313 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -26827808.000000 Penalty: 6344.106445
	Iteration 54Q: 3 clusters Score -2.682781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357311 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -26827818.000000 Penalty: 6344.106445
	Iteration 55Q: 3 clusters Score -2.682782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357309 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -26827818.000000 Penalty: 6344.106445
	Iteration 56Q: 3 clusters Score -2.682782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357308 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -26827822.000000 Penalty: 6344.106445
	Iteration 57Q: 3 clusters Score -2.682782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357308 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -26827822.000000 Penalty: 6344.106445
	Iteration 58F: 3 clusters Score -2.682782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Entering Unmasked Estep 
Score: -2766957.000000 Penalty: 2593.371338
	Iteration 0F: 2 clusters Score -2766957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2743342.000000 Penalty: 5186.742676
	Iteration 0F: 3 clusters Score -2743342 nChanged 15698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2752006.250000 Penalty: 5186.742676
	Iteration 1F: 3 clusters Score -2752006 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2752499.500000 Penalty: 5186.742676
	Iteration 2Q: 3 clusters Score -2752500 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2752971.750000 Penalty: 5186.742676
	Iteration 3Q: 3 clusters Score -2752972 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -2753551.500000 Penalty: 5186.742676
	Iteration 4Q: 3 clusters Score -2753552 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -2754331.250000 Penalty: 5186.742676
	Iteration 5Q: 3 clusters Score -2754331 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -2755466.500000 Penalty: 5186.742676
	Iteration 6F: 3 clusters Score -2755466 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -2757109.500000 Penalty: 5186.742676
	Iteration 7F: 3 clusters Score -2757110 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -2759157.750000 Penalty: 5186.742676
	Iteration 8F: 3 clusters Score -2759158 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -2761291.250000 Penalty: 5186.742676
	Iteration 9F: 3 clusters Score -2761291 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -2763173.000000 Penalty: 5186.742676
	Iteration 10F: 3 clusters Score -2763173 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -2764292.500000 Penalty: 5186.742676
	Iteration 11Q: 3 clusters Score -2764292 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -2764863.500000 Penalty: 5186.742676
	Iteration 12Q: 3 clusters Score -2764864 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -2765151.000000 Penalty: 5186.742676
	Iteration 13Q: 3 clusters Score -2765151 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -2765292.250000 Penalty: 5186.742676
	Iteration 14Q: 3 clusters Score -2765292 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -2765370.750000 Penalty: 5186.742676
	Iteration 15Q: 3 clusters Score -2765371 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -2765414.000000 Penalty: 5186.742676
	Iteration 16Q: 3 clusters Score -2765414 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -2765441.000000 Penalty: 5186.742676
	Iteration 17Q: 3 clusters Score -2765441 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -2765466.500000 Penalty: 5186.742676
	Iteration 18Q: 3 clusters Score -2765466 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -2765476.500000 Penalty: 5186.742676
	Iteration 19Q: 3 clusters Score -2765476 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -2765490.750000 Penalty: 5186.742676
	Iteration 20F: 3 clusters Score -2765491 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -2765498.250000 Penalty: 5186.742676
	Iteration 21Q: 3 clusters Score -2765498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -2765495.250000 Penalty: 5186.742676
	Iteration 22Q: 3 clusters Score -2765495 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -2765503.000000 Penalty: 5186.742676
	Iteration 23Q: 3 clusters Score -2765503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -2765513.500000 Penalty: 5186.742676
	Iteration 24Q: 3 clusters Score -2765514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -2765512.500000 Penalty: 5186.742676
	Iteration 25Q: 3 clusters Score -2765512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -2765522.500000 Penalty: 5186.742676
	Iteration 26Q: 3 clusters Score -2765522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -2765523.250000 Penalty: 5186.742676
	Iteration 27Q: 3 clusters Score -2765523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -2765524.250000 Penalty: 5186.742676
	Iteration 28Q: 3 clusters Score -2765524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -2765530.000000 Penalty: 5186.742676
	Iteration 29Q: 3 clusters Score -2765530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -2765538.500000 Penalty: 5186.742676
	Iteration 30Q: 3 clusters Score -2765538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -2765536.750000 Penalty: 5186.742676
	Iteration 31Q: 3 clusters Score -2765537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -2765529.500000 Penalty: 5186.742676
	Iteration 32Q: 3 clusters Score -2765530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -2765536.000000 Penalty: 5186.742676
	Iteration 33Q: 3 clusters Score -2765536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -2765535.750000 Penalty: 5186.742676
	Iteration 34Q: 3 clusters Score -2765536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -2765537.500000 Penalty: 5186.742676
	Iteration 35Q: 3 clusters Score -2765538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -2765536.000000 Penalty: 5186.742676
	Iteration 36Q: 3 clusters Score -2765536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -2765540.500000 Penalty: 5186.742676
	Iteration 37Q: 3 clusters Score -2765540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -2765542.250000 Penalty: 5186.742676
	Iteration 38Q: 3 clusters Score -2765542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -2765543.000000 Penalty: 5186.742676
	Iteration 39Q: 3 clusters Score -2765543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -2765544.250000 Penalty: 5186.742676
	Iteration 40F: 3 clusters Score -2765544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -2765547.500000 Penalty: 5186.742676
	Iteration 41Q: 3 clusters Score -2765548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -2765546.500000 Penalty: 5186.742676
	Iteration 42Q: 3 clusters Score -2765546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -2765547.750000 Penalty: 5186.742676
	Iteration 43Q: 3 clusters Score -2765548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -2765550.000000 Penalty: 5186.742676
	Iteration 44Q: 3 clusters Score -2765550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -2765550.500000 Penalty: 5186.742676
	Iteration 45Q: 3 clusters Score -2765550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -2765550.500000 Penalty: 5186.742676
	Iteration 46F: 3 clusters Score -2765550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Entering Unmasked Estep 
Score: -246627.750000 Penalty: 2083.753418
	Iteration 0F: 2 clusters Score -246627.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -242553.734375 Penalty: 4167.506836
	Iteration 0F: 3 clusters Score -242553.7 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -243989.734375 Penalty: 4167.506836
	Iteration 1F: 3 clusters Score -243989.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -244759.734375 Penalty: 4167.506836
	Iteration 2F: 3 clusters Score -244759.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -245459.578125 Penalty: 4167.506836
	Iteration 3F: 3 clusters Score -245459.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -245866.281250 Penalty: 4167.506836
	Iteration 4F: 3 clusters Score -245866.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -246137.937500 Penalty: 4167.506836
	Iteration 5F: 3 clusters Score -246137.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -246357.765625 Penalty: 4167.506836
	Iteration 6Q: 3 clusters Score -246357.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -246487.046875 Penalty: 4167.506836
	Iteration 7Q: 3 clusters Score -246487 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -246579.734375 Penalty: 4167.506836
	Iteration 8Q: 3 clusters Score -246579.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -246637.546875 Penalty: 4167.506836
	Iteration 9Q: 3 clusters Score -246637.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -246688.625000 Penalty: 4167.506836
	Iteration 10Q: 3 clusters Score -246688.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -246724.609375 Penalty: 4167.506836
	Iteration 11Q: 3 clusters Score -246724.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -246757.906250 Penalty: 4167.506836
	Iteration 12Q: 3 clusters Score -246757.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -246780.515625 Penalty: 4167.506836
	Iteration 13Q: 3 clusters Score -246780.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -246803.281250 Penalty: 4167.506836
	Iteration 14Q: 3 clusters Score -246803.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -246818.906250 Penalty: 4167.506836
	Iteration 15Q: 3 clusters Score -246818.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -246833.406250 Penalty: 4167.506836
	Iteration 16Q: 3 clusters Score -246833.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -246847.828125 Penalty: 4167.506836
	Iteration 17Q: 3 clusters Score -246847.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -246856.593750 Penalty: 4167.506836
	Iteration 18Q: 3 clusters Score -246856.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -246860.937500 Penalty: 4167.506836
	Iteration 19Q: 3 clusters Score -246860.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -246863.406250 Penalty: 4167.506836
	Iteration 20F: 3 clusters Score -246863.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -246868.453125 Penalty: 4167.506836
	Iteration 21Q: 3 clusters Score -246868.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -246877.828125 Penalty: 4167.506836
	Iteration 22Q: 3 clusters Score -246877.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -246884.328125 Penalty: 4167.506836
	Iteration 23Q: 3 clusters Score -246884.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -246889.593750 Penalty: 4167.506836
	Iteration 24Q: 3 clusters Score -246889.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -246894.890625 Penalty: 4167.506836
	Iteration 25Q: 3 clusters Score -246894.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -246904.906250 Penalty: 4167.506836
	Iteration 26Q: 3 clusters Score -246904.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -246913.078125 Penalty: 4167.506836
	Iteration 27Q: 3 clusters Score -246913.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -246923.484375 Penalty: 4167.506836
	Iteration 28Q: 3 clusters Score -246923.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -246933.968750 Penalty: 4167.506836
	Iteration 29Q: 3 clusters Score -246934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -246941.140625 Penalty: 4167.506836
	Iteration 30Q: 3 clusters Score -246941.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -246945.906250 Penalty: 4167.506836
	Iteration 31Q: 3 clusters Score -246945.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -246949.546875 Penalty: 4167.506836
	Iteration 32Q: 3 clusters Score -246949.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -246952.015625 Penalty: 4167.506836
	Iteration 33Q: 3 clusters Score -246952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -246955.109375 Penalty: 4167.506836
	Iteration 34Q: 3 clusters Score -246955.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -246959.156250 Penalty: 4167.506836
	Iteration 35Q: 3 clusters Score -246959.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -246964.109375 Penalty: 4167.506836
	Iteration 36Q: 3 clusters Score -246964.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -246968.937500 Penalty: 4167.506836
	Iteration 37Q: 3 clusters Score -246968.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -246972.828125 Penalty: 4167.506836
	Iteration 38Q: 3 clusters Score -246972.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -246974.734375 Penalty: 4167.506836
	Iteration 39Q: 3 clusters Score -246974.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -246978.500000 Penalty: 4167.506836
	Iteration 40F: 3 clusters Score -246978.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -246980.171875 Penalty: 4167.506836
	Iteration 41Q: 3 clusters Score -246980.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -246983.296875 Penalty: 4167.506836
	Iteration 42Q: 3 clusters Score -246983.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -246983.781250 Penalty: 4167.506836
	Iteration 43Q: 3 clusters Score -246983.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -246984.312500 Penalty: 4167.506836
	Iteration 44Q: 3 clusters Score -246984.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -246984.312500 Penalty: 4167.506836
	Iteration 45F: 3 clusters Score -246984.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 207763 members 
Mstep: Class 3 contains 76071 members 
Mstep: Class 4 contains 7214 members 
Mstep: Class 5 contains 207333 members 
Mstep: Class 6 contains 9634 members 
Mstep: Class 7 contains 4685 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80463 members 
Mstep: Class 10 contains 358806 members 
Mstep: Class 11 contains 34792 members 
Mstep: Class 12 contains 1206 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7144 members 
Mstep: Class 15 contains 6484 members 
Mstep: Class 16 contains 125435 members 
Mstep: Class 17 contains 23169 members 
Mstep: Class 18 contains 28416 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10682 members 
Mstep: Class 21 contains 3909 members 
Mstep: Class 22 contains 11465 members 
Mstep: Class 23 contains 10836 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12828 members 
Mstep: Class 26 contains 13788 members 
Mstep: Class 27 contains 16130 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33132 members 
Mstep: Class 30 contains 9443 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2479 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28619 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9533 members 
Mstep: Class 37 contains 3285 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10566 members 
Mstep: Class 40 contains 5877 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Mstep: Class 45 contains 3251 members 
Entering Unmasked Estep 
Score: -102296416.000000 Penalty: 158063.093750
Splitting cluster 12 changes total score from -102297992.000000 to -102296416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (4945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Entering Unmasked Estep 
Score: -353344.218750 Penalty: 2109.520752
	Iteration 0F: 2 clusters Score -353344.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -348862.718750 Penalty: 4219.041504
	Iteration 0F: 3 clusters Score -348862.7 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -350167.500000 Penalty: 4219.041504
	Iteration 1F: 3 clusters Score -350167.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -350611.406250 Penalty: 4219.041504
	Iteration 2F: 3 clusters Score -350611.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -351035.218750 Penalty: 4219.041504
	Iteration 3F: 3 clusters Score -351035.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -351412.718750 Penalty: 4219.041504
	Iteration 4F: 3 clusters Score -351412.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -351704.375000 Penalty: 4219.041504
	Iteration 5F: 3 clusters Score -351704.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -351917.437500 Penalty: 4219.041504
	Iteration 6Q: 3 clusters Score -351917.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -352063.500000 Penalty: 4219.041504
	Iteration 7Q: 3 clusters Score -352063.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -352177.937500 Penalty: 4219.041504
	Iteration 8Q: 3 clusters Score -352177.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -352268.656250 Penalty: 4219.041504
	Iteration 9Q: 3 clusters Score -352268.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -352326.031250 Penalty: 4219.041504
	Iteration 10Q: 3 clusters Score -352326 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -352378.000000 Penalty: 4219.041504
	Iteration 11Q: 3 clusters Score -352378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -352426.250000 Penalty: 4219.041504
	Iteration 12Q: 3 clusters Score -352426.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -352461.281250 Penalty: 4219.041504
	Iteration 13Q: 3 clusters Score -352461.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -352486.750000 Penalty: 4219.041504
	Iteration 14Q: 3 clusters Score -352486.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -352496.281250 Penalty: 4219.041504
	Iteration 15Q: 3 clusters Score -352496.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -352504.468750 Penalty: 4219.041504
	Iteration 16Q: 3 clusters Score -352504.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -352511.562500 Penalty: 4219.041504
	Iteration 17Q: 3 clusters Score -352511.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -352518.750000 Penalty: 4219.041504
	Iteration 18Q: 3 clusters Score -352518.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -352520.968750 Penalty: 4219.041504
	Iteration 19Q: 3 clusters Score -352521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -352521.750000 Penalty: 4219.041504
	Iteration 20F: 3 clusters Score -352521.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -352522.187500 Penalty: 4219.041504
	Iteration 21Q: 3 clusters Score -352522.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -352524.218750 Penalty: 4219.041504
	Iteration 22Q: 3 clusters Score -352524.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -352523.562500 Penalty: 4219.041504
	Iteration 23Q: 3 clusters Score -352523.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -352523.562500 Penalty: 4219.041504
	Iteration 24F: 3 clusters Score -352523.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Entering Unmasked Estep 
Score: -544997.125000 Penalty: 2200.759033
	Iteration 0F: 2 clusters Score -544997.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -539116.562500 Penalty: 4401.518066
	Iteration 0F: 3 clusters Score -539116.6 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -540578.812500 Penalty: 4401.518066
	Iteration 1F: 3 clusters Score -540578.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -540830.062500 Penalty: 4401.518066
	Iteration 2F: 3 clusters Score -540830.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -541033.437500 Penalty: 4401.518066
	Iteration 3F: 3 clusters Score -541033.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -541204.187500 Penalty: 4401.518066
	Iteration 4Q: 3 clusters Score -541204.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -541346.937500 Penalty: 4401.518066
	Iteration 5Q: 3 clusters Score -541346.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -541491.062500 Penalty: 4401.518066
	Iteration 6Q: 3 clusters Score -541491.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -541660.125000 Penalty: 4401.518066
	Iteration 7Q: 3 clusters Score -541660.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -541834.250000 Penalty: 4401.518066
	Iteration 8Q: 3 clusters Score -541834.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -542034.937500 Penalty: 4401.518066
	Iteration 9Q: 3 clusters Score -542034.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -542268.625000 Penalty: 4401.518066
	Iteration 10Q: 3 clusters Score -542268.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -542489.000000 Penalty: 4401.518066
	Iteration 11Q: 3 clusters Score -542489 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -542705.937500 Penalty: 4401.518066
	Iteration 12Q: 3 clusters Score -542705.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -542852.687500 Penalty: 4401.518066
	Iteration 13Q: 3 clusters Score -542852.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -542957.375000 Penalty: 4401.518066
	Iteration 14Q: 3 clusters Score -542957.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -543026.562500 Penalty: 4401.518066
	Iteration 15Q: 3 clusters Score -543026.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -543084.187500 Penalty: 4401.518066
	Iteration 16Q: 3 clusters Score -543084.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -543133.187500 Penalty: 4401.518066
	Iteration 17Q: 3 clusters Score -543133.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -543178.875000 Penalty: 4401.518066
	Iteration 18Q: 3 clusters Score -543178.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -543230.437500 Penalty: 4401.518066
	Iteration 19Q: 3 clusters Score -543230.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -543289.125000 Penalty: 4401.518066
	Iteration 20F: 3 clusters Score -543289.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -543363.125000 Penalty: 4401.518066
	Iteration 21Q: 3 clusters Score -543363.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -543439.562500 Penalty: 4401.518066
	Iteration 22Q: 3 clusters Score -543439.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -543520.437500 Penalty: 4401.518066
	Iteration 23Q: 3 clusters Score -543520.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -543585.937500 Penalty: 4401.518066
	Iteration 24Q: 3 clusters Score -543585.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -543627.875000 Penalty: 4401.518066
	Iteration 25Q: 3 clusters Score -543627.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -543648.062500 Penalty: 4401.518066
	Iteration 26Q: 3 clusters Score -543648.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -543661.625000 Penalty: 4401.518066
	Iteration 27Q: 3 clusters Score -543661.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -543666.687500 Penalty: 4401.518066
	Iteration 28Q: 3 clusters Score -543666.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -543677.937500 Penalty: 4401.518066
	Iteration 29Q: 3 clusters Score -543677.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -543688.625000 Penalty: 4401.518066
	Iteration 30Q: 3 clusters Score -543688.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -543698.500000 Penalty: 4401.518066
	Iteration 31Q: 3 clusters Score -543698.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -543711.312500 Penalty: 4401.518066
	Iteration 32Q: 3 clusters Score -543711.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -543718.187500 Penalty: 4401.518066
	Iteration 33Q: 3 clusters Score -543718.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -543726.937500 Penalty: 4401.518066
	Iteration 34Q: 3 clusters Score -543726.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -543731.750000 Penalty: 4401.518066
	Iteration 35Q: 3 clusters Score -543731.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -543736.562500 Penalty: 4401.518066
	Iteration 36Q: 3 clusters Score -543736.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -543738.437500 Penalty: 4401.518066
	Iteration 37Q: 3 clusters Score -543738.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -543742.875000 Penalty: 4401.518066
	Iteration 38Q: 3 clusters Score -543742.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -543745.687500 Penalty: 4401.518066
	Iteration 39Q: 3 clusters Score -543745.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -543746.500000 Penalty: 4401.518066
	Iteration 40F: 3 clusters Score -543746.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -543747.625000 Penalty: 4401.518066
	Iteration 41Q: 3 clusters Score -543747.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -543750.250000 Penalty: 4401.518066
	Iteration 42Q: 3 clusters Score -543750.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -543753.375000 Penalty: 4401.518066
	Iteration 43Q: 3 clusters Score -543753.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -543758.000000 Penalty: 4401.518066
	Iteration 44Q: 3 clusters Score -543758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -543759.312500 Penalty: 4401.518066
	Iteration 45Q: 3 clusters Score -543759.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -543758.812500 Penalty: 4401.518066
	Iteration 46Q: 3 clusters Score -543758.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -543758.812500 Penalty: 4401.518066
	Iteration 47F: 3 clusters Score -543758.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Entering Unmasked Estep 
Score: -483921.843750 Penalty: 2176.718994
	Iteration 0F: 2 clusters Score -483921.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -478496.781250 Penalty: 4353.437988
	Iteration 0F: 3 clusters Score -478496.8 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -479855.656250 Penalty: 4353.437988
	Iteration 1F: 3 clusters Score -479855.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -480071.968750 Penalty: 4353.437988
	Iteration 2F: 3 clusters Score -480072 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -480221.156250 Penalty: 4353.437988
	Iteration 3Q: 3 clusters Score -480221.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -480349.093750 Penalty: 4353.437988
	Iteration 4Q: 3 clusters Score -480349.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -480456.968750 Penalty: 4353.437988
	Iteration 5Q: 3 clusters Score -480457 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -480549.875000 Penalty: 4353.437988
	Iteration 6Q: 3 clusters Score -480549.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -480647.281250 Penalty: 4353.437988
	Iteration 7Q: 3 clusters Score -480647.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -480739.468750 Penalty: 4353.437988
	Iteration 8Q: 3 clusters Score -480739.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -480808.250000 Penalty: 4353.437988
	Iteration 9Q: 3 clusters Score -480808.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -480857.250000 Penalty: 4353.437988
	Iteration 10Q: 3 clusters Score -480857.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -480912.000000 Penalty: 4353.437988
	Iteration 11Q: 3 clusters Score -480912 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -480965.906250 Penalty: 4353.437988
	Iteration 12Q: 3 clusters Score -480965.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -481019.093750 Penalty: 4353.437988
	Iteration 13Q: 3 clusters Score -481019.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -481086.531250 Penalty: 4353.437988
	Iteration 14Q: 3 clusters Score -481086.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -481153.750000 Penalty: 4353.437988
	Iteration 15Q: 3 clusters Score -481153.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -481218.750000 Penalty: 4353.437988
	Iteration 16Q: 3 clusters Score -481218.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -481277.781250 Penalty: 4353.437988
	Iteration 17Q: 3 clusters Score -481277.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -481339.687500 Penalty: 4353.437988
	Iteration 18Q: 3 clusters Score -481339.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -481393.062500 Penalty: 4353.437988
	Iteration 19Q: 3 clusters Score -481393.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -481444.156250 Penalty: 4353.437988
	Iteration 20F: 3 clusters Score -481444.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -481489.812500 Penalty: 4353.437988
	Iteration 21Q: 3 clusters Score -481489.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -481532.812500 Penalty: 4353.437988
	Iteration 22Q: 3 clusters Score -481532.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -481578.343750 Penalty: 4353.437988
	Iteration 23Q: 3 clusters Score -481578.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -481631.000000 Penalty: 4353.437988
	Iteration 24Q: 3 clusters Score -481631 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -481685.250000 Penalty: 4353.437988
	Iteration 25Q: 3 clusters Score -481685.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -481730.593750 Penalty: 4353.437988
	Iteration 26Q: 3 clusters Score -481730.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -481765.125000 Penalty: 4353.437988
	Iteration 27Q: 3 clusters Score -481765.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -481783.468750 Penalty: 4353.437988
	Iteration 28Q: 3 clusters Score -481783.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -481803.156250 Penalty: 4353.437988
	Iteration 29Q: 3 clusters Score -481803.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -481823.875000 Penalty: 4353.437988
	Iteration 30Q: 3 clusters Score -481823.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -481837.531250 Penalty: 4353.437988
	Iteration 31Q: 3 clusters Score -481837.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -481848.531250 Penalty: 4353.437988
	Iteration 32Q: 3 clusters Score -481848.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -481857.718750 Penalty: 4353.437988
	Iteration 33Q: 3 clusters Score -481857.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -481866.375000 Penalty: 4353.437988
	Iteration 34Q: 3 clusters Score -481866.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -481872.281250 Penalty: 4353.437988
	Iteration 35Q: 3 clusters Score -481872.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -481877.093750 Penalty: 4353.437988
	Iteration 36Q: 3 clusters Score -481877.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -481883.343750 Penalty: 4353.437988
	Iteration 37Q: 3 clusters Score -481883.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -481888.156250 Penalty: 4353.437988
	Iteration 38Q: 3 clusters Score -481888.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -481890.406250 Penalty: 4353.437988
	Iteration 39Q: 3 clusters Score -481890.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -481892.468750 Penalty: 4353.437988
	Iteration 40F: 3 clusters Score -481892.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -481895.906250 Penalty: 4353.437988
	Iteration 41Q: 3 clusters Score -481895.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -481903.593750 Penalty: 4353.437988
	Iteration 42Q: 3 clusters Score -481903.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -481908.375000 Penalty: 4353.437988
	Iteration 43Q: 3 clusters Score -481908.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -481912.218750 Penalty: 4353.437988
	Iteration 44Q: 3 clusters Score -481912.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -481916.343750 Penalty: 4353.437988
	Iteration 45Q: 3 clusters Score -481916.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -481920.812500 Penalty: 4353.437988
	Iteration 46Q: 3 clusters Score -481920.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -481922.468750 Penalty: 4353.437988
	Iteration 47Q: 3 clusters Score -481922.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -481923.718750 Penalty: 4353.437988
	Iteration 48Q: 3 clusters Score -481923.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -481927.593750 Penalty: 4353.437988
	Iteration 49Q: 3 clusters Score -481927.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -481930.500000 Penalty: 4353.437988
	Iteration 50Q: 3 clusters Score -481930.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -481933.843750 Penalty: 4353.437988
	Iteration 51Q: 3 clusters Score -481933.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -481936.375000 Penalty: 4353.437988
	Iteration 52Q: 3 clusters Score -481936.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -481941.625000 Penalty: 4353.437988
	Iteration 53Q: 3 clusters Score -481941.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -481944.531250 Penalty: 4353.437988
	Iteration 54Q: 3 clusters Score -481944.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -481949.187500 Penalty: 4353.437988
	Iteration 55Q: 3 clusters Score -481949.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -481950.718750 Penalty: 4353.437988
	Iteration 56Q: 3 clusters Score -481950.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -481953.968750 Penalty: 4353.437988
	Iteration 57Q: 3 clusters Score -481954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -481955.843750 Penalty: 4353.437988
	Iteration 58Q: 3 clusters Score -481955.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -481956.687500 Penalty: 4353.437988
	Iteration 59Q: 3 clusters Score -481956.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -481957.468750 Penalty: 4353.437988
	Iteration 60F: 3 clusters Score -481957.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -481958.093750 Penalty: 4353.437988
	Iteration 61Q: 3 clusters Score -481958.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -481958.156250 Penalty: 4353.437988
	Iteration 62Q: 3 clusters Score -481958.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -481958.156250 Penalty: 4353.437988
	Iteration 63F: 3 clusters Score -481958.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (125435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125435 members 
Entering Unmasked Estep 
Score: -9596078.000000 Penalty: 2911.406738
	Iteration 0F: 2 clusters Score -9596078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62656 members 
Mstep: Class 2 contains 62779 members 
Entering Unmasked Estep 
Score: -9512163.000000 Penalty: 5822.813477
	Iteration 0F: 3 clusters Score -9512163 nChanged 59568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61026 members 
Mstep: Class 2 contains 64409 members 
Entering Unmasked Estep 
Score: -9546785.000000 Penalty: 5822.813477
	Iteration 1F: 3 clusters Score -9546785 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 65833 members 
Entering Unmasked Estep 
Score: -9548324.000000 Penalty: 5822.813477
	Iteration 2Q: 3 clusters Score -9548324 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57504 members 
Mstep: Class 2 contains 67931 members 
Entering Unmasked Estep 
Score: -9550635.000000 Penalty: 5822.813477
	Iteration 3Q: 3 clusters Score -9550635 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54592 members 
Mstep: Class 2 contains 70843 members 
Entering Unmasked Estep 
Score: -9553821.000000 Penalty: 5822.813477
	Iteration 4F: 3 clusters Score -9553821 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 74563 members 
Entering Unmasked Estep 
Score: -9557770.000000 Penalty: 5822.813477
	Iteration 5F: 3 clusters Score -9557770 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 78896 members 
Entering Unmasked Estep 
Score: -9561814.000000 Penalty: 5822.813477
	Iteration 6F: 3 clusters Score -9561814 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 83422 members 
Entering Unmasked Estep 
Score: -9565281.000000 Penalty: 5822.813477
	Iteration 7F: 3 clusters Score -9565281 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 88081 members 
Entering Unmasked Estep 
Score: -9568243.000000 Penalty: 5822.813477
	Iteration 8F: 3 clusters Score -9568243 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 93042 members 
Entering Unmasked Estep 
Score: -9570956.000000 Penalty: 5822.813477
	Iteration 9Q: 3 clusters Score -9570956 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 98286 members 
Entering Unmasked Estep 
Score: -9573915.000000 Penalty: 5822.813477
	Iteration 10Q: 3 clusters Score -9573915 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 103707 members 
Entering Unmasked Estep 
Score: -9577286.000000 Penalty: 5822.813477
	Iteration 11Q: 3 clusters Score -9577286 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 109106 members 
Entering Unmasked Estep 
Score: -9580865.000000 Penalty: 5822.813477
	Iteration 12Q: 3 clusters Score -9580865 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 114203 members 
Entering Unmasked Estep 
Score: -9584626.000000 Penalty: 5822.813477
	Iteration 13Q: 3 clusters Score -9584626 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 118425 members 
Entering Unmasked Estep 
Score: -9588159.000000 Penalty: 5822.813477
	Iteration 14Q: 3 clusters Score -9588159 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 121473 members 
Entering Unmasked Estep 
Score: -9590574.000000 Penalty: 5822.813477
	Iteration 15Q: 3 clusters Score -9590574 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 123323 members 
Entering Unmasked Estep 
Score: -9592067.000000 Penalty: 5822.813477
	Iteration 16Q: 3 clusters Score -9592067 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 124249 members 
Entering Unmasked Estep 
Score: -9592753.000000 Penalty: 5822.813477
	Iteration 17Q: 3 clusters Score -9592753 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 124678 members 
Entering Unmasked Estep 
Score: -9593127.000000 Penalty: 5822.813477
	Iteration 18Q: 3 clusters Score -9593127 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 124850 members 
Entering Unmasked Estep 
Score: -9593322.000000 Penalty: 5822.813477
	Iteration 19Q: 3 clusters Score -9593322 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 124942 members 
Entering Unmasked Estep 
Score: -9593431.000000 Penalty: 5822.813477
	Iteration 20F: 3 clusters Score -9593431 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 124983 members 
Entering Unmasked Estep 
Score: -9593489.000000 Penalty: 5822.813477
	Iteration 21Q: 3 clusters Score -9593489 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 125013 members 
Entering Unmasked Estep 
Score: -9593533.000000 Penalty: 5822.813477
	Iteration 22Q: 3 clusters Score -9593533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 125027 members 
Entering Unmasked Estep 
Score: -9593551.000000 Penalty: 5822.813477
	Iteration 23Q: 3 clusters Score -9593551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 125037 members 
Entering Unmasked Estep 
Score: -9593561.000000 Penalty: 5822.813477
	Iteration 24Q: 3 clusters Score -9593561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 125048 members 
Entering Unmasked Estep 
Score: -9593575.000000 Penalty: 5822.813477
	Iteration 25Q: 3 clusters Score -9593575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 125052 members 
Entering Unmasked Estep 
Score: -9593578.000000 Penalty: 5822.813477
	Iteration 26Q: 3 clusters Score -9593578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 125056 members 
Entering Unmasked Estep 
Score: -9593599.000000 Penalty: 5822.813477
	Iteration 27Q: 3 clusters Score -9593599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 125061 members 
Entering Unmasked Estep 
Score: -9593608.000000 Penalty: 5822.813477
	Iteration 28Q: 3 clusters Score -9593608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 125066 members 
Entering Unmasked Estep 
Score: -9593620.000000 Penalty: 5822.813477
	Iteration 29Q: 3 clusters Score -9593620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 125068 members 
Entering Unmasked Estep 
Score: -9593614.000000 Penalty: 5822.813477
	Iteration 30Q: 3 clusters Score -9593614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 125069 members 
Entering Unmasked Estep 
Score: -9593620.000000 Penalty: 5822.813477
	Iteration 31Q: 3 clusters Score -9593620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 125069 members 
Entering Unmasked Estep 
Score: -9593618.000000 Penalty: 5822.813477
	Iteration 32Q: 3 clusters Score -9593618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 125068 members 
Entering Unmasked Estep 
Score: -9593620.000000 Penalty: 5822.813477
	Iteration 33Q: 3 clusters Score -9593620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 125069 members 
Entering Unmasked Estep 
Score: -9593620.000000 Penalty: 5822.813477
	Iteration 34Q: 3 clusters Score -9593620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 125070 members 
Entering Unmasked Estep 
Score: -9593622.000000 Penalty: 5822.813477
	Iteration 35Q: 3 clusters Score -9593622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 125072 members 
Entering Unmasked Estep 
Score: -9593623.000000 Penalty: 5822.813477
	Iteration 36Q: 3 clusters Score -9593623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 125073 members 
Entering Unmasked Estep 
Score: -9593625.000000 Penalty: 5822.813477
	Iteration 37Q: 3 clusters Score -9593625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 125073 members 
Entering Unmasked Estep 
Score: -9593625.000000 Penalty: 5822.813477
	Iteration 38F: 3 clusters Score -9593625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Entering Unmasked Estep 
Score: -1549352.125000 Penalty: 2492.541504
	Iteration 0F: 2 clusters Score -1549352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1533316.250000 Penalty: 4985.083008
	Iteration 0F: 3 clusters Score -1533316 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1538934.625000 Penalty: 4985.083008
	Iteration 1F: 3 clusters Score -1538935 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1539607.375000 Penalty: 4985.083008
	Iteration 2F: 3 clusters Score -1539607 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1540303.625000 Penalty: 4985.083008
	Iteration 3F: 3 clusters Score -1540304 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1541077.375000 Penalty: 4985.083008
	Iteration 4F: 3 clusters Score -1541077 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1542024.250000 Penalty: 4985.083008
	Iteration 5F: 3 clusters Score -1542024 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1543162.500000 Penalty: 4985.083008
	Iteration 6F: 3 clusters Score -1543162 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1544294.625000 Penalty: 4985.083008
	Iteration 7F: 3 clusters Score -1544295 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1545251.375000 Penalty: 4985.083008
	Iteration 8Q: 3 clusters Score -1545251 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1545977.625000 Penalty: 4985.083008
	Iteration 9Q: 3 clusters Score -1545978 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1546465.000000 Penalty: 4985.083008
	Iteration 10Q: 3 clusters Score -1546465 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1546812.375000 Penalty: 4985.083008
	Iteration 11Q: 3 clusters Score -1546812 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1547059.750000 Penalty: 4985.083008
	Iteration 12Q: 3 clusters Score -1547060 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1547220.250000 Penalty: 4985.083008
	Iteration 13Q: 3 clusters Score -1547220 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1547319.875000 Penalty: 4985.083008
	Iteration 14Q: 3 clusters Score -1547320 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1547390.500000 Penalty: 4985.083008
	Iteration 15Q: 3 clusters Score -1547390 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1547441.250000 Penalty: 4985.083008
	Iteration 16Q: 3 clusters Score -1547441 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1547476.625000 Penalty: 4985.083008
	Iteration 17Q: 3 clusters Score -1547477 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1547512.375000 Penalty: 4985.083008
	Iteration 18Q: 3 clusters Score -1547512 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1547543.750000 Penalty: 4985.083008
	Iteration 19Q: 3 clusters Score -1547544 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1547571.375000 Penalty: 4985.083008
	Iteration 20F: 3 clusters Score -1547571 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1547583.750000 Penalty: 4985.083008
	Iteration 21Q: 3 clusters Score -1547584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1547593.875000 Penalty: 4985.083008
	Iteration 22Q: 3 clusters Score -1547594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1547601.250000 Penalty: 4985.083008
	Iteration 23Q: 3 clusters Score -1547601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1547612.625000 Penalty: 4985.083008
	Iteration 24Q: 3 clusters Score -1547613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1547619.000000 Penalty: 4985.083008
	Iteration 25Q: 3 clusters Score -1547619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1547622.875000 Penalty: 4985.083008
	Iteration 26Q: 3 clusters Score -1547623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1547626.750000 Penalty: 4985.083008
	Iteration 27Q: 3 clusters Score -1547627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1547628.000000 Penalty: 4985.083008
	Iteration 28Q: 3 clusters Score -1547628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1547631.375000 Penalty: 4985.083008
	Iteration 29Q: 3 clusters Score -1547631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1547634.750000 Penalty: 4985.083008
	Iteration 30Q: 3 clusters Score -1547635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1547636.750000 Penalty: 4985.083008
	Iteration 31Q: 3 clusters Score -1547637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1547636.500000 Penalty: 4985.083008
	Iteration 32Q: 3 clusters Score -1547636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1547636.625000 Penalty: 4985.083008
	Iteration 33Q: 3 clusters Score -1547637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1547640.000000 Penalty: 4985.083008
	Iteration 34Q: 3 clusters Score -1547640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1547640.125000 Penalty: 4985.083008
	Iteration 35Q: 3 clusters Score -1547640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1547643.000000 Penalty: 4985.083008
	Iteration 36Q: 3 clusters Score -1547643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1547644.000000 Penalty: 4985.083008
	Iteration 37Q: 3 clusters Score -1547644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1547644.500000 Penalty: 4985.083008
	Iteration 38Q: 3 clusters Score -1547644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1547643.250000 Penalty: 4985.083008
	Iteration 39Q: 3 clusters Score -1547643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1547643.375000 Penalty: 4985.083008
	Iteration 40F: 3 clusters Score -1547643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Entering Unmasked Estep 
Score: -2132311.750000 Penalty: 2543.167480
	Iteration 0F: 2 clusters Score -2132312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2112852.000000 Penalty: 5086.334961
	Iteration 0F: 3 clusters Score -2112852 nChanged 12658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2119618.750000 Penalty: 5086.334961
	Iteration 1F: 3 clusters Score -2119619 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2120107.250000 Penalty: 5086.334961
	Iteration 2Q: 3 clusters Score -2120107 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2120607.000000 Penalty: 5086.334961
	Iteration 3Q: 3 clusters Score -2120607 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2121242.250000 Penalty: 5086.334961
	Iteration 4Q: 3 clusters Score -2121242 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2122004.500000 Penalty: 5086.334961
	Iteration 5Q: 3 clusters Score -2122004 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2122764.000000 Penalty: 5086.334961
	Iteration 6Q: 3 clusters Score -2122764 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2123453.000000 Penalty: 5086.334961
	Iteration 7Q: 3 clusters Score -2123453 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2124061.500000 Penalty: 5086.334961
	Iteration 8Q: 3 clusters Score -2124062 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2124602.750000 Penalty: 5086.334961
	Iteration 9Q: 3 clusters Score -2124603 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2125057.500000 Penalty: 5086.334961
	Iteration 10Q: 3 clusters Score -2125058 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2125430.000000 Penalty: 5086.334961
	Iteration 11Q: 3 clusters Score -2125430 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2125724.000000 Penalty: 5086.334961
	Iteration 12Q: 3 clusters Score -2125724 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2125926.000000 Penalty: 5086.334961
	Iteration 13Q: 3 clusters Score -2125926 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2126070.250000 Penalty: 5086.334961
	Iteration 14Q: 3 clusters Score -2126070 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -2126176.750000 Penalty: 5086.334961
	Iteration 15Q: 3 clusters Score -2126177 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2126259.500000 Penalty: 5086.334961
	Iteration 16Q: 3 clusters Score -2126260 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2126317.500000 Penalty: 5086.334961
	Iteration 17Q: 3 clusters Score -2126318 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2126349.250000 Penalty: 5086.334961
	Iteration 18Q: 3 clusters Score -2126349 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2126382.250000 Penalty: 5086.334961
	Iteration 19Q: 3 clusters Score -2126382 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2126414.750000 Penalty: 5086.334961
	Iteration 20F: 3 clusters Score -2126415 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2126449.000000 Penalty: 5086.334961
	Iteration 21Q: 3 clusters Score -2126449 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2126471.750000 Penalty: 5086.334961
	Iteration 22Q: 3 clusters Score -2126472 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2126499.000000 Penalty: 5086.334961
	Iteration 23Q: 3 clusters Score -2126499 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2126517.750000 Penalty: 5086.334961
	Iteration 24Q: 3 clusters Score -2126518 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2126533.750000 Penalty: 5086.334961
	Iteration 25Q: 3 clusters Score -2126534 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2126545.250000 Penalty: 5086.334961
	Iteration 26Q: 3 clusters Score -2126545 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2126577.500000 Penalty: 5086.334961
	Iteration 27Q: 3 clusters Score -2126578 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2126597.250000 Penalty: 5086.334961
	Iteration 28Q: 3 clusters Score -2126597 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2126616.750000 Penalty: 5086.334961
	Iteration 29Q: 3 clusters Score -2126617 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2126643.750000 Penalty: 5086.334961
	Iteration 30Q: 3 clusters Score -2126644 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2126660.000000 Penalty: 5086.334961
	Iteration 31Q: 3 clusters Score -2126660 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2126684.500000 Penalty: 5086.334961
	Iteration 32Q: 3 clusters Score -2126684 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2126712.000000 Penalty: 5086.334961
	Iteration 33Q: 3 clusters Score -2126712 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -2126761.250000 Penalty: 5086.334961
	Iteration 34Q: 3 clusters Score -2126761 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2126800.250000 Penalty: 5086.334961
	Iteration 35Q: 3 clusters Score -2126800 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2126840.750000 Penalty: 5086.334961
	Iteration 36Q: 3 clusters Score -2126841 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2126899.250000 Penalty: 5086.334961
	Iteration 37Q: 3 clusters Score -2126899 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2126975.000000 Penalty: 5086.334961
	Iteration 38Q: 3 clusters Score -2126975 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -2127035.750000 Penalty: 5086.334961
	Iteration 39Q: 3 clusters Score -2127036 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2127120.500000 Penalty: 5086.334961
	Iteration 40F: 3 clusters Score -2127120 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2127213.500000 Penalty: 5086.334961
	Iteration 41Q: 3 clusters Score -2127214 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2127307.250000 Penalty: 5086.334961
	Iteration 42Q: 3 clusters Score -2127307 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2127424.500000 Penalty: 5086.334961
	Iteration 43Q: 3 clusters Score -2127424 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2127572.750000 Penalty: 5086.334961
	Iteration 44Q: 3 clusters Score -2127573 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2127748.750000 Penalty: 5086.334961
	Iteration 45Q: 3 clusters Score -2127749 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2127928.500000 Penalty: 5086.334961
	Iteration 46Q: 3 clusters Score -2127928 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2128190.250000 Penalty: 5086.334961
	Iteration 47Q: 3 clusters Score -2128190 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2128460.000000 Penalty: 5086.334961
	Iteration 48Q: 3 clusters Score -2128460 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2128758.000000 Penalty: 5086.334961
	Iteration 49Q: 3 clusters Score -2128758 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2129115.500000 Penalty: 5086.334961
	Iteration 50Q: 3 clusters Score -2129116 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2129484.000000 Penalty: 5086.334961
	Iteration 51Q: 3 clusters Score -2129484 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -2129783.000000 Penalty: 5086.334961
	Iteration 52Q: 3 clusters Score -2129783 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -2130035.500000 Penalty: 5086.334961
	Iteration 53Q: 3 clusters Score -2130036 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -2130209.500000 Penalty: 5086.334961
	Iteration 54Q: 3 clusters Score -2130210 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -2130349.750000 Penalty: 5086.334961
	Iteration 55Q: 3 clusters Score -2130350 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -2130484.750000 Penalty: 5086.334961
	Iteration 56Q: 3 clusters Score -2130485 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -2130573.250000 Penalty: 5086.334961
	Iteration 57Q: 3 clusters Score -2130573 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -2130633.500000 Penalty: 5086.334961
	Iteration 58Q: 3 clusters Score -2130634 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -2130681.250000 Penalty: 5086.334961
	Iteration 59Q: 3 clusters Score -2130681 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -2130739.000000 Penalty: 5086.334961
	Iteration 60F: 3 clusters Score -2130739 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -2130772.500000 Penalty: 5086.334961
	Iteration 61Q: 3 clusters Score -2130772 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -2130804.750000 Penalty: 5086.334961
	Iteration 62Q: 3 clusters Score -2130805 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -2130840.500000 Penalty: 5086.334961
	Iteration 63Q: 3 clusters Score -2130840 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -2130855.250000 Penalty: 5086.334961
	Iteration 64Q: 3 clusters Score -2130855 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -2130876.500000 Penalty: 5086.334961
	Iteration 65Q: 3 clusters Score -2130876 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -2130888.000000 Penalty: 5086.334961
	Iteration 66Q: 3 clusters Score -2130888 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -2130891.250000 Penalty: 5086.334961
	Iteration 67Q: 3 clusters Score -2130891 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -2130903.750000 Penalty: 5086.334961
	Iteration 68Q: 3 clusters Score -2130904 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -2130909.250000 Penalty: 5086.334961
	Iteration 69Q: 3 clusters Score -2130909 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -2130918.250000 Penalty: 5086.334961
	Iteration 70Q: 3 clusters Score -2130918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -2130925.250000 Penalty: 5086.334961
	Iteration 71Q: 3 clusters Score -2130925 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -2130938.500000 Penalty: 5086.334961
	Iteration 72Q: 3 clusters Score -2130938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -2130943.250000 Penalty: 5086.334961
	Iteration 73Q: 3 clusters Score -2130943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -2130947.750000 Penalty: 5086.334961
	Iteration 74Q: 3 clusters Score -2130948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -2130953.750000 Penalty: 5086.334961
	Iteration 75Q: 3 clusters Score -2130954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -2130955.750000 Penalty: 5086.334961
	Iteration 76Q: 3 clusters Score -2130956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -2130967.000000 Penalty: 5086.334961
	Iteration 77Q: 3 clusters Score -2130967 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -2130972.250000 Penalty: 5086.334961
	Iteration 78Q: 3 clusters Score -2130972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -2130974.000000 Penalty: 5086.334961
	Iteration 79Q: 3 clusters Score -2130974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -2130979.250000 Penalty: 5086.334961
	Iteration 80F: 3 clusters Score -2130979 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -2130979.500000 Penalty: 5086.334961
	Iteration 81Q: 3 clusters Score -2130980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -2130976.500000 Penalty: 5086.334961
	Iteration 82Q: 3 clusters Score -2130976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -2130980.500000 Penalty: 5086.334961
	Iteration 83Q: 3 clusters Score -2130980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -2130985.750000 Penalty: 5086.334961
	Iteration 84Q: 3 clusters Score -2130986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -2130989.500000 Penalty: 5086.334961
	Iteration 85Q: 3 clusters Score -2130990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -2130991.000000 Penalty: 5086.334961
	Iteration 86Q: 3 clusters Score -2130991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -2130993.250000 Penalty: 5086.334961
	Iteration 87Q: 3 clusters Score -2130993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -2130993.250000 Penalty: 5086.334961
	Iteration 88Q: 3 clusters Score -2130993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -2131001.000000 Penalty: 5086.334961
	Iteration 89Q: 3 clusters Score -2131001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -2131003.500000 Penalty: 5086.334961
	Iteration 90Q: 3 clusters Score -2131004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -2131006.500000 Penalty: 5086.334961
	Iteration 91Q: 3 clusters Score -2131006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -2131003.250000 Penalty: 5086.334961
	Iteration 92Q: 3 clusters Score -2131003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -2131003.000000 Penalty: 5086.334961
	Iteration 93Q: 3 clusters Score -2131003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -2131003.000000 Penalty: 5086.334961
	Iteration 94Q: 3 clusters Score -2131003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -2131004.750000 Penalty: 5086.334961
	Iteration 95Q: 3 clusters Score -2131005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -2131005.000000 Penalty: 5086.334961
	Iteration 96Q: 3 clusters Score -2131005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -2131007.750000 Penalty: 5086.334961
	Iteration 97Q: 3 clusters Score -2131008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -2131006.500000 Penalty: 5086.334961
	Iteration 98Q: 3 clusters Score -2131006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -2131009.250000 Penalty: 5086.334961
	Iteration 99Q: 3 clusters Score -2131009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -2131012.000000 Penalty: 5086.334961
	Iteration 100F: 3 clusters Score -2131012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -2131009.750000 Penalty: 5086.334961
	Iteration 101Q: 3 clusters Score -2131010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -2131012.500000 Penalty: 5086.334961
	Iteration 102Q: 3 clusters Score -2131012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -2131017.250000 Penalty: 5086.334961
	Iteration 103Q: 3 clusters Score -2131017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -2131020.250000 Penalty: 5086.334961
	Iteration 104Q: 3 clusters Score -2131020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -2131018.250000 Penalty: 5086.334961
	Iteration 105Q: 3 clusters Score -2131018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -2131018.250000 Penalty: 5086.334961
	Iteration 106Q: 3 clusters Score -2131018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -2131017.000000 Penalty: 5086.334961
	Iteration 107Q: 3 clusters Score -2131017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -2131017.000000 Penalty: 5086.334961
	Iteration 108F: 3 clusters Score -2131017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Entering Unmasked Estep 
Score: -179733.406250 Penalty: 1954.626831
	Iteration 0F: 2 clusters Score -179733.4 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 1317 members 
Entering Unmasked Estep 
Score: -176762.218750 Penalty: 3909.253662
	Iteration 0F: 3 clusters Score -176762.2 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -177974.609375 Penalty: 3909.253662
	Iteration 1F: 3 clusters Score -177974.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -178624.890625 Penalty: 3909.253662
	Iteration 2F: 3 clusters Score -178624.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -179038.328125 Penalty: 3909.253662
	Iteration 3F: 3 clusters Score -179038.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -179208.296875 Penalty: 3909.253662
	Iteration 4F: 3 clusters Score -179208.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -179296.203125 Penalty: 3909.253662
	Iteration 5Q: 3 clusters Score -179296.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -179347.593750 Penalty: 3909.253662
	Iteration 6Q: 3 clusters Score -179347.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -179387.109375 Penalty: 3909.253662
	Iteration 7Q: 3 clusters Score -179387.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -179411.906250 Penalty: 3909.253662
	Iteration 8Q: 3 clusters Score -179411.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -179429.718750 Penalty: 3909.253662
	Iteration 9Q: 3 clusters Score -179429.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -179441.531250 Penalty: 3909.253662
	Iteration 10Q: 3 clusters Score -179441.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -179452.718750 Penalty: 3909.253662
	Iteration 11Q: 3 clusters Score -179452.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -179455.515625 Penalty: 3909.253662
	Iteration 12Q: 3 clusters Score -179455.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -179461.156250 Penalty: 3909.253662
	Iteration 13Q: 3 clusters Score -179461.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -179463.578125 Penalty: 3909.253662
	Iteration 14Q: 3 clusters Score -179463.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -179467.171875 Penalty: 3909.253662
	Iteration 15Q: 3 clusters Score -179467.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -179470.406250 Penalty: 3909.253662
	Iteration 16Q: 3 clusters Score -179470.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -179472.187500 Penalty: 3909.253662
	Iteration 17Q: 3 clusters Score -179472.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -179472.187500 Penalty: 3909.253662
	Iteration 18F: 3 clusters Score -179472.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Entering Unmasked Estep 
Score: -817130.750000 Penalty: 2300.526367
	Iteration 0F: 2 clusters Score -817130.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -809075.062500 Penalty: 4601.052734
	Iteration 0F: 3 clusters Score -809075.1 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -811398.687500 Penalty: 4601.052734
	Iteration 1F: 3 clusters Score -811398.7 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -811649.500000 Penalty: 4601.052734
	Iteration 2F: 3 clusters Score -811649.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -811835.250000 Penalty: 4601.052734
	Iteration 3Q: 3 clusters Score -811835.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -811978.125000 Penalty: 4601.052734
	Iteration 4Q: 3 clusters Score -811978.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -812101.500000 Penalty: 4601.052734
	Iteration 5Q: 3 clusters Score -812101.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -812204.187500 Penalty: 4601.052734
	Iteration 6Q: 3 clusters Score -812204.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -812302.500000 Penalty: 4601.052734
	Iteration 7Q: 3 clusters Score -812302.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -812394.750000 Penalty: 4601.052734
	Iteration 8Q: 3 clusters Score -812394.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -812470.375000 Penalty: 4601.052734
	Iteration 9Q: 3 clusters Score -812470.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -812539.937500 Penalty: 4601.052734
	Iteration 10Q: 3 clusters Score -812539.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -812627.937500 Penalty: 4601.052734
	Iteration 11Q: 3 clusters Score -812627.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -812724.937500 Penalty: 4601.052734
	Iteration 12Q: 3 clusters Score -812724.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -812828.187500 Penalty: 4601.052734
	Iteration 13Q: 3 clusters Score -812828.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -812935.562500 Penalty: 4601.052734
	Iteration 14Q: 3 clusters Score -812935.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -813048.250000 Penalty: 4601.052734
	Iteration 15Q: 3 clusters Score -813048.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -813170.562500 Penalty: 4601.052734
	Iteration 16Q: 3 clusters Score -813170.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -813312.562500 Penalty: 4601.052734
	Iteration 17Q: 3 clusters Score -813312.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -813479.312500 Penalty: 4601.052734
	Iteration 18Q: 3 clusters Score -813479.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -813642.687500 Penalty: 4601.052734
	Iteration 19Q: 3 clusters Score -813642.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -813840.812500 Penalty: 4601.052734
	Iteration 20F: 3 clusters Score -813840.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -814072.562500 Penalty: 4601.052734
	Iteration 21Q: 3 clusters Score -814072.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -814297.250000 Penalty: 4601.052734
	Iteration 22Q: 3 clusters Score -814297.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -814495.437500 Penalty: 4601.052734
	Iteration 23Q: 3 clusters Score -814495.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -814646.500000 Penalty: 4601.052734
	Iteration 24Q: 3 clusters Score -814646.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -814776.687500 Penalty: 4601.052734
	Iteration 25Q: 3 clusters Score -814776.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -814878.750000 Penalty: 4601.052734
	Iteration 26Q: 3 clusters Score -814878.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -814957.437500 Penalty: 4601.052734
	Iteration 27Q: 3 clusters Score -814957.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -815009.937500 Penalty: 4601.052734
	Iteration 28Q: 3 clusters Score -815009.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -815039.312500 Penalty: 4601.052734
	Iteration 29Q: 3 clusters Score -815039.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -815059.750000 Penalty: 4601.052734
	Iteration 30Q: 3 clusters Score -815059.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -815078.687500 Penalty: 4601.052734
	Iteration 31Q: 3 clusters Score -815078.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -815089.687500 Penalty: 4601.052734
	Iteration 32Q: 3 clusters Score -815089.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -815096.000000 Penalty: 4601.052734
	Iteration 33Q: 3 clusters Score -815096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -815098.250000 Penalty: 4601.052734
	Iteration 34Q: 3 clusters Score -815098.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -815100.312500 Penalty: 4601.052734
	Iteration 35Q: 3 clusters Score -815100.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -815100.687500 Penalty: 4601.052734
	Iteration 36Q: 3 clusters Score -815100.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -815101.187500 Penalty: 4601.052734
	Iteration 37Q: 3 clusters Score -815101.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -815101.187500 Penalty: 4601.052734
	Iteration 38F: 3 clusters Score -815101.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Entering Unmasked Estep 
Score: -256236.000000 Penalty: 2051.217285
	Iteration 0F: 2 clusters Score -256236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -252330.312500 Penalty: 4102.434570
	Iteration 0F: 3 clusters Score -252330.3 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -253284.531250 Penalty: 4102.434570
	Iteration 1F: 3 clusters Score -253284.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -253522.484375 Penalty: 4102.434570
	Iteration 2F: 3 clusters Score -253522.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -253685.453125 Penalty: 4102.434570
	Iteration 3F: 3 clusters Score -253685.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -253835.812500 Penalty: 4102.434570
	Iteration 4Q: 3 clusters Score -253835.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -253983.312500 Penalty: 4102.434570
	Iteration 5Q: 3 clusters Score -253983.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -254146.000000 Penalty: 4102.434570
	Iteration 6F: 3 clusters Score -254146 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -254327.796875 Penalty: 4102.434570
	Iteration 7Q: 3 clusters Score -254327.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -254464.000000 Penalty: 4102.434570
	Iteration 8Q: 3 clusters Score -254464 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -254563.390625 Penalty: 4102.434570
	Iteration 9Q: 3 clusters Score -254563.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -254660.937500 Penalty: 4102.434570
	Iteration 10Q: 3 clusters Score -254660.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -254737.875000 Penalty: 4102.434570
	Iteration 11Q: 3 clusters Score -254737.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -254786.390625 Penalty: 4102.434570
	Iteration 12Q: 3 clusters Score -254786.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -254828.953125 Penalty: 4102.434570
	Iteration 13Q: 3 clusters Score -254829 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -254853.828125 Penalty: 4102.434570
	Iteration 14Q: 3 clusters Score -254853.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -254869.562500 Penalty: 4102.434570
	Iteration 15Q: 3 clusters Score -254869.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -254882.859375 Penalty: 4102.434570
	Iteration 16Q: 3 clusters Score -254882.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -254895.156250 Penalty: 4102.434570
	Iteration 17Q: 3 clusters Score -254895.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -254906.593750 Penalty: 4102.434570
	Iteration 18Q: 3 clusters Score -254906.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -254919.875000 Penalty: 4102.434570
	Iteration 19Q: 3 clusters Score -254919.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -254928.484375 Penalty: 4102.434570
	Iteration 20F: 3 clusters Score -254928.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -254935.921875 Penalty: 4102.434570
	Iteration 21Q: 3 clusters Score -254935.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -254943.265625 Penalty: 4102.434570
	Iteration 22Q: 3 clusters Score -254943.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -254951.187500 Penalty: 4102.434570
	Iteration 23Q: 3 clusters Score -254951.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -254956.500000 Penalty: 4102.434570
	Iteration 24Q: 3 clusters Score -254956.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -254962.484375 Penalty: 4102.434570
	Iteration 25Q: 3 clusters Score -254962.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -254966.171875 Penalty: 4102.434570
	Iteration 26Q: 3 clusters Score -254966.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -254968.750000 Penalty: 4102.434570
	Iteration 27Q: 3 clusters Score -254968.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -254972.218750 Penalty: 4102.434570
	Iteration 28Q: 3 clusters Score -254972.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -254974.812500 Penalty: 4102.434570
	Iteration 29Q: 3 clusters Score -254974.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -254976.796875 Penalty: 4102.434570
	Iteration 30Q: 3 clusters Score -254976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -254978.671875 Penalty: 4102.434570
	Iteration 31Q: 3 clusters Score -254978.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -254981.140625 Penalty: 4102.434570
	Iteration 32Q: 3 clusters Score -254981.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -254982.921875 Penalty: 4102.434570
	Iteration 33Q: 3 clusters Score -254982.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -254983.453125 Penalty: 4102.434570
	Iteration 34Q: 3 clusters Score -254983.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -254983.906250 Penalty: 4102.434570
	Iteration 35Q: 3 clusters Score -254983.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -254984.484375 Penalty: 4102.434570
	Iteration 36Q: 3 clusters Score -254984.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -254984.484375 Penalty: 4102.434570
	Iteration 37F: 3 clusters Score -254984.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Entering Unmasked Estep 
Score: -883622.687500 Penalty: 2318.069580
	Iteration 0F: 2 clusters Score -883622.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -875024.562500 Penalty: 4636.139160
	Iteration 0F: 3 clusters Score -875024.6 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -877593.187500 Penalty: 4636.139160
	Iteration 1F: 3 clusters Score -877593.2 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -877900.812500 Penalty: 4636.139160
	Iteration 2F: 3 clusters Score -877900.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -878094.000000 Penalty: 4636.139160
	Iteration 3Q: 3 clusters Score -878094 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -878277.437500 Penalty: 4636.139160
	Iteration 4Q: 3 clusters Score -878277.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -878481.062500 Penalty: 4636.139160
	Iteration 5Q: 3 clusters Score -878481.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -878721.750000 Penalty: 4636.139160
	Iteration 6Q: 3 clusters Score -878721.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -879006.750000 Penalty: 4636.139160
	Iteration 7Q: 3 clusters Score -879006.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -879315.187500 Penalty: 4636.139160
	Iteration 8Q: 3 clusters Score -879315.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -879682.812500 Penalty: 4636.139160
	Iteration 9Q: 3 clusters Score -879682.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -880208.062500 Penalty: 4636.139160
	Iteration 10Q: 3 clusters Score -880208.1 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -880926.750000 Penalty: 4636.139160
	Iteration 11F: 3 clusters Score -880926.8 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -881744.000000 Penalty: 4636.139160
	Iteration 12F: 3 clusters Score -881744 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -882272.875000 Penalty: 4636.139160
	Iteration 13Q: 3 clusters Score -882272.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -882501.625000 Penalty: 4636.139160
	Iteration 14Q: 3 clusters Score -882501.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -882593.875000 Penalty: 4636.139160
	Iteration 15Q: 3 clusters Score -882593.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -882649.250000 Penalty: 4636.139160
	Iteration 16Q: 3 clusters Score -882649.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -882678.250000 Penalty: 4636.139160
	Iteration 17Q: 3 clusters Score -882678.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -882693.250000 Penalty: 4636.139160
	Iteration 18Q: 3 clusters Score -882693.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -882700.625000 Penalty: 4636.139160
	Iteration 19Q: 3 clusters Score -882700.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -882707.937500 Penalty: 4636.139160
	Iteration 20F: 3 clusters Score -882707.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -882708.312500 Penalty: 4636.139160
	Iteration 21Q: 3 clusters Score -882708.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -882714.000000 Penalty: 4636.139160
	Iteration 22Q: 3 clusters Score -882714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -882715.875000 Penalty: 4636.139160
	Iteration 23Q: 3 clusters Score -882715.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -882716.250000 Penalty: 4636.139160
	Iteration 24Q: 3 clusters Score -882716.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -882716.750000 Penalty: 4636.139160
	Iteration 25Q: 3 clusters Score -882716.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -882718.125000 Penalty: 4636.139160
	Iteration 26Q: 3 clusters Score -882718.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -882718.562500 Penalty: 4636.139160
	Iteration 27Q: 3 clusters Score -882718.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -882719.000000 Penalty: 4636.139160
	Iteration 28Q: 3 clusters Score -882719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -882720.437500 Penalty: 4636.139160
	Iteration 29Q: 3 clusters Score -882720.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -882718.625000 Penalty: 4636.139160
	Iteration 30Q: 3 clusters Score -882718.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -882717.812500 Penalty: 4636.139160
	Iteration 31Q: 3 clusters Score -882717.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -882718.062500 Penalty: 4636.139160
	Iteration 32Q: 3 clusters Score -882718.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -882717.875000 Penalty: 4636.139160
	Iteration 33Q: 3 clusters Score -882717.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -882720.812500 Penalty: 4636.139160
	Iteration 34Q: 3 clusters Score -882720.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -882721.187500 Penalty: 4636.139160
	Iteration 35Q: 3 clusters Score -882721.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -882721.562500 Penalty: 4636.139160
	Iteration 36Q: 3 clusters Score -882721.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -882721.625000 Penalty: 4636.139160
	Iteration 37Q: 3 clusters Score -882721.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -882721.625000 Penalty: 4636.139160
	Iteration 38F: 3 clusters Score -882721.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -787690.375000 Penalty: 2304.076172
	Iteration 0F: 2 clusters Score -787690.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -779456.250000 Penalty: 4608.152344
	Iteration 0F: 3 clusters Score -779456.2 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -782011.375000 Penalty: 4608.152344
	Iteration 1F: 3 clusters Score -782011.4 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -782444.875000 Penalty: 4608.152344
	Iteration 2F: 3 clusters Score -782444.9 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -782835.062500 Penalty: 4608.152344
	Iteration 3F: 3 clusters Score -782835.1 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -783199.625000 Penalty: 4608.152344
	Iteration 4F: 3 clusters Score -783199.6 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -783517.312500 Penalty: 4608.152344
	Iteration 5F: 3 clusters Score -783517.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -783757.312500 Penalty: 4608.152344
	Iteration 6Q: 3 clusters Score -783757.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -783964.312500 Penalty: 4608.152344
	Iteration 7Q: 3 clusters Score -783964.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -784155.625000 Penalty: 4608.152344
	Iteration 8Q: 3 clusters Score -784155.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -784340.937500 Penalty: 4608.152344
	Iteration 9Q: 3 clusters Score -784340.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -784520.062500 Penalty: 4608.152344
	Iteration 10Q: 3 clusters Score -784520.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -784661.750000 Penalty: 4608.152344
	Iteration 11Q: 3 clusters Score -784661.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -784773.875000 Penalty: 4608.152344
	Iteration 12Q: 3 clusters Score -784773.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -784848.312500 Penalty: 4608.152344
	Iteration 13Q: 3 clusters Score -784848.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -784919.312500 Penalty: 4608.152344
	Iteration 14Q: 3 clusters Score -784919.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -784985.937500 Penalty: 4608.152344
	Iteration 15Q: 3 clusters Score -784985.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -785048.437500 Penalty: 4608.152344
	Iteration 16Q: 3 clusters Score -785048.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -785118.937500 Penalty: 4608.152344
	Iteration 17Q: 3 clusters Score -785118.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -785184.875000 Penalty: 4608.152344
	Iteration 18Q: 3 clusters Score -785184.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -785260.375000 Penalty: 4608.152344
	Iteration 19Q: 3 clusters Score -785260.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -785338.937500 Penalty: 4608.152344
	Iteration 20F: 3 clusters Score -785338.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -785412.812500 Penalty: 4608.152344
	Iteration 21Q: 3 clusters Score -785412.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -785506.625000 Penalty: 4608.152344
	Iteration 22Q: 3 clusters Score -785506.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -785600.812500 Penalty: 4608.152344
	Iteration 23Q: 3 clusters Score -785600.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -785679.937500 Penalty: 4608.152344
	Iteration 24Q: 3 clusters Score -785679.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -785744.375000 Penalty: 4608.152344
	Iteration 25Q: 3 clusters Score -785744.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -785796.187500 Penalty: 4608.152344
	Iteration 26Q: 3 clusters Score -785796.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -785825.250000 Penalty: 4608.152344
	Iteration 27Q: 3 clusters Score -785825.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -785862.187500 Penalty: 4608.152344
	Iteration 28Q: 3 clusters Score -785862.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -785897.562500 Penalty: 4608.152344
	Iteration 29Q: 3 clusters Score -785897.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -785925.625000 Penalty: 4608.152344
	Iteration 30Q: 3 clusters Score -785925.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -785941.562500 Penalty: 4608.152344
	Iteration 31Q: 3 clusters Score -785941.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -785954.375000 Penalty: 4608.152344
	Iteration 32Q: 3 clusters Score -785954.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -785964.312500 Penalty: 4608.152344
	Iteration 33Q: 3 clusters Score -785964.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -785973.562500 Penalty: 4608.152344
	Iteration 34Q: 3 clusters Score -785973.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -785980.500000 Penalty: 4608.152344
	Iteration 35Q: 3 clusters Score -785980.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -785983.750000 Penalty: 4608.152344
	Iteration 36Q: 3 clusters Score -785983.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -785986.750000 Penalty: 4608.152344
	Iteration 37Q: 3 clusters Score -785986.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -785988.500000 Penalty: 4608.152344
	Iteration 38Q: 3 clusters Score -785988.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -785991.937500 Penalty: 4608.152344
	Iteration 39Q: 3 clusters Score -785991.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -785994.375000 Penalty: 4608.152344
	Iteration 40F: 3 clusters Score -785994.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -785996.000000 Penalty: 4608.152344
	Iteration 41Q: 3 clusters Score -785996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -785996.937500 Penalty: 4608.152344
	Iteration 42Q: 3 clusters Score -785996.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -785997.875000 Penalty: 4608.152344
	Iteration 43Q: 3 clusters Score -785997.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -786000.812500 Penalty: 4608.152344
	Iteration 44Q: 3 clusters Score -786000.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -786000.187500 Penalty: 4608.152344
	Iteration 45Q: 3 clusters Score -786000.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -786001.500000 Penalty: 4608.152344
	Iteration 46Q: 3 clusters Score -786001.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -786001.500000 Penalty: 4608.152344
	Iteration 47F: 3 clusters Score -786001.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -64546.382812 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -64546.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -62735.187500 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -62735.19 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -63073.242188 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -63073.24 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -63187.460938 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -63187.46 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -63251.292969 Penalty: 3399.759766
	Iteration 3Q: 3 clusters Score -63251.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -63303.332031 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -63303.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -63349.027344 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -63349.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -63389.726562 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -63389.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -63435.722656 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -63435.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -63467.468750 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -63467.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -63485.175781 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -63485.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -63490.296875 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -63490.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -63494.812500 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -63494.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -63500.039062 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -63500.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -63503.820312 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -63503.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -63508.160156 Penalty: 3399.759766
	Iteration 14Q: 3 clusters Score -63508.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -63516.933594 Penalty: 3399.759766
	Iteration 15Q: 3 clusters Score -63516.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -63520.414062 Penalty: 3399.759766
	Iteration 16Q: 3 clusters Score -63520.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -63521.878906 Penalty: 3399.759766
	Iteration 17Q: 3 clusters Score -63521.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -63521.878906 Penalty: 3399.759766
	Iteration 18F: 3 clusters Score -63521.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Entering Unmasked Estep 
Score: -951195.562500 Penalty: 2345.927734
	Iteration 0F: 2 clusters Score -951195.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -941700.125000 Penalty: 4691.855469
	Iteration 0F: 3 clusters Score -941700.1 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -944551.312500 Penalty: 4691.855469
	Iteration 1F: 3 clusters Score -944551.3 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -944819.625000 Penalty: 4691.855469
	Iteration 2F: 3 clusters Score -944819.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -945014.625000 Penalty: 4691.855469
	Iteration 3Q: 3 clusters Score -945014.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -945170.562500 Penalty: 4691.855469
	Iteration 4Q: 3 clusters Score -945170.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -945322.500000 Penalty: 4691.855469
	Iteration 5Q: 3 clusters Score -945322.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -945490.875000 Penalty: 4691.855469
	Iteration 6Q: 3 clusters Score -945490.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -945682.812500 Penalty: 4691.855469
	Iteration 7Q: 3 clusters Score -945682.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -945895.000000 Penalty: 4691.855469
	Iteration 8Q: 3 clusters Score -945895 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -946142.375000 Penalty: 4691.855469
	Iteration 9Q: 3 clusters Score -946142.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -946448.500000 Penalty: 4691.855469
	Iteration 10Q: 3 clusters Score -946448.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -946826.125000 Penalty: 4691.855469
	Iteration 11Q: 3 clusters Score -946826.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -947240.250000 Penalty: 4691.855469
	Iteration 12Q: 3 clusters Score -947240.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -947707.687500 Penalty: 4691.855469
	Iteration 13Q: 3 clusters Score -947707.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -948160.812500 Penalty: 4691.855469
	Iteration 14Q: 3 clusters Score -948160.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -948543.375000 Penalty: 4691.855469
	Iteration 15Q: 3 clusters Score -948543.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -948763.125000 Penalty: 4691.855469
	Iteration 16Q: 3 clusters Score -948763.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -948913.437500 Penalty: 4691.855469
	Iteration 17Q: 3 clusters Score -948913.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -949029.187500 Penalty: 4691.855469
	Iteration 18Q: 3 clusters Score -949029.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -949105.000000 Penalty: 4691.855469
	Iteration 19Q: 3 clusters Score -949105 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -949169.187500 Penalty: 4691.855469
	Iteration 20F: 3 clusters Score -949169.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -949212.000000 Penalty: 4691.855469
	Iteration 21Q: 3 clusters Score -949212 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -949252.250000 Penalty: 4691.855469
	Iteration 22Q: 3 clusters Score -949252.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -949272.437500 Penalty: 4691.855469
	Iteration 23Q: 3 clusters Score -949272.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -949292.062500 Penalty: 4691.855469
	Iteration 24Q: 3 clusters Score -949292.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -949304.500000 Penalty: 4691.855469
	Iteration 25Q: 3 clusters Score -949304.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -949311.437500 Penalty: 4691.855469
	Iteration 26Q: 3 clusters Score -949311.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -949320.187500 Penalty: 4691.855469
	Iteration 27Q: 3 clusters Score -949320.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -949335.062500 Penalty: 4691.855469
	Iteration 28Q: 3 clusters Score -949335.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -949342.125000 Penalty: 4691.855469
	Iteration 29Q: 3 clusters Score -949342.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -949357.562500 Penalty: 4691.855469
	Iteration 30Q: 3 clusters Score -949357.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -949364.750000 Penalty: 4691.855469
	Iteration 31Q: 3 clusters Score -949364.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -949370.500000 Penalty: 4691.855469
	Iteration 32Q: 3 clusters Score -949370.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -949377.125000 Penalty: 4691.855469
	Iteration 33Q: 3 clusters Score -949377.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -949384.250000 Penalty: 4691.855469
	Iteration 34Q: 3 clusters Score -949384.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -949390.750000 Penalty: 4691.855469
	Iteration 35Q: 3 clusters Score -949390.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -949393.875000 Penalty: 4691.855469
	Iteration 36Q: 3 clusters Score -949393.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -949394.875000 Penalty: 4691.855469
	Iteration 37Q: 3 clusters Score -949394.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -949395.687500 Penalty: 4691.855469
	Iteration 38Q: 3 clusters Score -949395.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -949395.250000 Penalty: 4691.855469
	Iteration 39Q: 3 clusters Score -949395.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -949396.000000 Penalty: 4691.855469
	Iteration 40F: 3 clusters Score -949396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Entering Unmasked Estep 
Score: -1030937.625000 Penalty: 2363.825439
	Iteration 0F: 2 clusters Score -1030938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1020799.000000 Penalty: 4727.650879
	Iteration 0F: 3 clusters Score -1020799 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1024070.875000 Penalty: 4727.650879
	Iteration 1F: 3 clusters Score -1024071 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1024518.000000 Penalty: 4727.650879
	Iteration 2F: 3 clusters Score -1024518 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1024905.500000 Penalty: 4727.650879
	Iteration 3F: 3 clusters Score -1024906 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1025329.062500 Penalty: 4727.650879
	Iteration 4F: 3 clusters Score -1025329 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1025783.625000 Penalty: 4727.650879
	Iteration 5F: 3 clusters Score -1025784 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1026192.187500 Penalty: 4727.650879
	Iteration 6F: 3 clusters Score -1026192 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1026577.437500 Penalty: 4727.650879
	Iteration 7Q: 3 clusters Score -1026577 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1026937.000000 Penalty: 4727.650879
	Iteration 8Q: 3 clusters Score -1026937 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1027220.000000 Penalty: 4727.650879
	Iteration 9Q: 3 clusters Score -1027220 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1027442.125000 Penalty: 4727.650879
	Iteration 10Q: 3 clusters Score -1027442 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1027665.125000 Penalty: 4727.650879
	Iteration 11Q: 3 clusters Score -1027665 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1027872.125000 Penalty: 4727.650879
	Iteration 12Q: 3 clusters Score -1027872 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1028061.937500 Penalty: 4727.650879
	Iteration 13Q: 3 clusters Score -1028062 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1028231.000000 Penalty: 4727.650879
	Iteration 14Q: 3 clusters Score -1028231 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1028384.750000 Penalty: 4727.650879
	Iteration 15Q: 3 clusters Score -1028385 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1028536.187500 Penalty: 4727.650879
	Iteration 16Q: 3 clusters Score -1028536 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1028697.250000 Penalty: 4727.650879
	Iteration 17Q: 3 clusters Score -1028697 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1028852.687500 Penalty: 4727.650879
	Iteration 18Q: 3 clusters Score -1028853 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1028993.812500 Penalty: 4727.650879
	Iteration 19Q: 3 clusters Score -1028994 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1029108.062500 Penalty: 4727.650879
	Iteration 20F: 3 clusters Score -1029108 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1029170.500000 Penalty: 4727.650879
	Iteration 21Q: 3 clusters Score -1029170 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1029218.000000 Penalty: 4727.650879
	Iteration 22Q: 3 clusters Score -1029218 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1029244.500000 Penalty: 4727.650879
	Iteration 23Q: 3 clusters Score -1029244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1029254.312500 Penalty: 4727.650879
	Iteration 24Q: 3 clusters Score -1029254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1029264.312500 Penalty: 4727.650879
	Iteration 25Q: 3 clusters Score -1029264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1029271.437500 Penalty: 4727.650879
	Iteration 26Q: 3 clusters Score -1029271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1029279.562500 Penalty: 4727.650879
	Iteration 27Q: 3 clusters Score -1029280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1029288.875000 Penalty: 4727.650879
	Iteration 28Q: 3 clusters Score -1029289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1029300.375000 Penalty: 4727.650879
	Iteration 29Q: 3 clusters Score -1029300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1029310.125000 Penalty: 4727.650879
	Iteration 30Q: 3 clusters Score -1029310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1029312.375000 Penalty: 4727.650879
	Iteration 31Q: 3 clusters Score -1029312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1029312.875000 Penalty: 4727.650879
	Iteration 32Q: 3 clusters Score -1029313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1029312.250000 Penalty: 4727.650879
	Iteration 33Q: 3 clusters Score -1029312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1029314.000000 Penalty: 4727.650879
	Iteration 34Q: 3 clusters Score -1029314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1029313.812500 Penalty: 4727.650879
	Iteration 35Q: 3 clusters Score -1029314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1029313.750000 Penalty: 4727.650879
	Iteration 36Q: 3 clusters Score -1029314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1029313.750000 Penalty: 4727.650879
	Iteration 37F: 3 clusters Score -1029314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Entering Unmasked Estep 
Score: -1204452.250000 Penalty: 2402.732178
	Iteration 0F: 2 clusters Score -1204452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1192865.250000 Penalty: 4805.464355
	Iteration 0F: 3 clusters Score -1192865 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1196860.125000 Penalty: 4805.464355
	Iteration 1F: 3 clusters Score -1196860 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1197743.375000 Penalty: 4805.464355
	Iteration 2F: 3 clusters Score -1197743 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1199159.000000 Penalty: 4805.464355
	Iteration 3F: 3 clusters Score -1199159 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1201209.750000 Penalty: 4805.464355
	Iteration 4F: 3 clusters Score -1201210 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1203075.000000 Penalty: 4805.464355
	Iteration 5F: 3 clusters Score -1203075 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1204131.750000 Penalty: 4805.464355
	Iteration 6F: 3 clusters Score -1204132 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1204588.125000 Penalty: 4805.464355
	Iteration 7Q: 3 clusters Score -1204588 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1204766.000000 Penalty: 4805.464355
	Iteration 8Q: 3 clusters Score -1204766 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1204840.375000 Penalty: 4805.464355
	Iteration 9Q: 3 clusters Score -1204840 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1204882.625000 Penalty: 4805.464355
	Iteration 10Q: 3 clusters Score -1204883 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1204895.375000 Penalty: 4805.464355
	Iteration 11Q: 3 clusters Score -1204895 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1204903.875000 Penalty: 4805.464355
	Iteration 12Q: 3 clusters Score -1204904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1204914.500000 Penalty: 4805.464355
	Iteration 13Q: 3 clusters Score -1204914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1204916.250000 Penalty: 4805.464355
	Iteration 14Q: 3 clusters Score -1204916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1204921.000000 Penalty: 4805.464355
	Iteration 15Q: 3 clusters Score -1204921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1204923.375000 Penalty: 4805.464355
	Iteration 16Q: 3 clusters Score -1204923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1204923.625000 Penalty: 4805.464355
	Iteration 17Q: 3 clusters Score -1204924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1204925.125000 Penalty: 4805.464355
	Iteration 18Q: 3 clusters Score -1204925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1204925.500000 Penalty: 4805.464355
	Iteration 19Q: 3 clusters Score -1204926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1204926.750000 Penalty: 4805.464355
	Iteration 20F: 3 clusters Score -1204927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1204927.000000 Penalty: 4805.464355
	Iteration 21Q: 3 clusters Score -1204927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1204927.125000 Penalty: 4805.464355
	Iteration 22Q: 3 clusters Score -1204927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1204927.125000 Penalty: 4805.464355
	Iteration 23F: 3 clusters Score -1204927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 207763 members 
Mstep: Class 3 contains 76071 members 
Mstep: Class 4 contains 7214 members 
Mstep: Class 5 contains 207333 members 
Mstep: Class 6 contains 9634 members 
Mstep: Class 7 contains 4685 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80463 members 
Mstep: Class 10 contains 358806 members 
Mstep: Class 11 contains 34792 members 
Mstep: Class 12 contains 4457 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7144 members 
Mstep: Class 15 contains 6484 members 
Mstep: Class 16 contains 125435 members 
Mstep: Class 17 contains 23169 members 
Mstep: Class 18 contains 28416 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10682 members 
Mstep: Class 21 contains 3909 members 
Mstep: Class 22 contains 11465 members 
Mstep: Class 23 contains 10836 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12828 members 
Mstep: Class 26 contains 13788 members 
Mstep: Class 27 contains 4241 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33132 members 
Mstep: Class 30 contains 9443 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2479 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28619 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9533 members 
Mstep: Class 37 contains 3285 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10566 members 
Mstep: Class 40 contains 5877 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Mstep: Class 45 contains 11889 members 
Entering Unmasked Estep 
Score: -102297384.000000 Penalty: 158063.093750
Splitting cluster 27 changes total score from -102297992.000000 to -102297384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Entering Unmasked Estep 
Score: -306758.500000 Penalty: 2076.068115
	Iteration 0F: 2 clusters Score -306758.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -302657.437500 Penalty: 4152.136230
	Iteration 0F: 3 clusters Score -302657.4 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -303756.687500 Penalty: 4152.136230
	Iteration 1F: 3 clusters Score -303756.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -304232.312500 Penalty: 4152.136230
	Iteration 2F: 3 clusters Score -304232.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -304746.062500 Penalty: 4152.136230
	Iteration 3F: 3 clusters Score -304746.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -305325.031250 Penalty: 4152.136230
	Iteration 4F: 3 clusters Score -305325 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -306053.843750 Penalty: 4152.136230
	Iteration 5F: 3 clusters Score -306053.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -306913.343750 Penalty: 4152.136230
	Iteration 6F: 3 clusters Score -306913.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -307484.312500 Penalty: 4152.136230
	Iteration 7F: 3 clusters Score -307484.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -307742.250000 Penalty: 4152.136230
	Iteration 8Q: 3 clusters Score -307742.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -307835.531250 Penalty: 4152.136230
	Iteration 9Q: 3 clusters Score -307835.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -307866.656250 Penalty: 4152.136230
	Iteration 10Q: 3 clusters Score -307866.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -307880.406250 Penalty: 4152.136230
	Iteration 11Q: 3 clusters Score -307880.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -307883.125000 Penalty: 4152.136230
	Iteration 12Q: 3 clusters Score -307883.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -307884.125000 Penalty: 4152.136230
	Iteration 13Q: 3 clusters Score -307884.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -307884.125000 Penalty: 4152.136230
	Iteration 14F: 3 clusters Score -307884.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 207763 members 
Mstep: Class 3 contains 76071 members 
Mstep: Class 4 contains 7214 members 
Mstep: Class 5 contains 207333 members 
Mstep: Class 6 contains 9634 members 
Mstep: Class 7 contains 4685 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80463 members 
Mstep: Class 10 contains 358806 members 
Mstep: Class 11 contains 34792 members 
Mstep: Class 12 contains 4457 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7144 members 
Mstep: Class 15 contains 6484 members 
Mstep: Class 16 contains 125435 members 
Mstep: Class 17 contains 23169 members 
Mstep: Class 18 contains 28416 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10682 members 
Mstep: Class 21 contains 3909 members 
Mstep: Class 22 contains 11465 members 
Mstep: Class 23 contains 10836 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12828 members 
Mstep: Class 26 contains 13788 members 
Mstep: Class 27 contains 16130 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 33132 members 
Mstep: Class 30 contains 9443 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2479 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28619 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9533 members 
Mstep: Class 37 contains 3285 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10566 members 
Mstep: Class 40 contains 5877 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Mstep: Class 45 contains 2644 members 
Entering Unmasked Estep 
Score: -102297648.000000 Penalty: 158063.093750
Splitting cluster 28 changes total score from -102297992.000000 to -102297648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (33132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Entering Unmasked Estep 
Score: -2467803.250000 Penalty: 2581.247070
	Iteration 0F: 2 clusters Score -2467803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2445210.750000 Penalty: 5162.494141
	Iteration 0F: 3 clusters Score -2445211 nChanged 15105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2453696.500000 Penalty: 5162.494141
	Iteration 1F: 3 clusters Score -2453696 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2454610.750000 Penalty: 5162.494141
	Iteration 2F: 3 clusters Score -2454611 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2455807.250000 Penalty: 5162.494141
	Iteration 3F: 3 clusters Score -2455807 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2457407.500000 Penalty: 5162.494141
	Iteration 4F: 3 clusters Score -2457408 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2459344.750000 Penalty: 5162.494141
	Iteration 5F: 3 clusters Score -2459345 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2461470.250000 Penalty: 5162.494141
	Iteration 6F: 3 clusters Score -2461470 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2463535.000000 Penalty: 5162.494141
	Iteration 7F: 3 clusters Score -2463535 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2465053.750000 Penalty: 5162.494141
	Iteration 8F: 3 clusters Score -2465054 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2465808.000000 Penalty: 5162.494141
	Iteration 9Q: 3 clusters Score -2465808 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2466061.750000 Penalty: 5162.494141
	Iteration 10Q: 3 clusters Score -2466062 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2466172.750000 Penalty: 5162.494141
	Iteration 11Q: 3 clusters Score -2466173 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2466208.000000 Penalty: 5162.494141
	Iteration 12Q: 3 clusters Score -2466208 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2466246.500000 Penalty: 5162.494141
	Iteration 13Q: 3 clusters Score -2466246 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2466267.000000 Penalty: 5162.494141
	Iteration 14Q: 3 clusters Score -2466267 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2466279.000000 Penalty: 5162.494141
	Iteration 15Q: 3 clusters Score -2466279 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2466281.000000 Penalty: 5162.494141
	Iteration 16Q: 3 clusters Score -2466281 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -2466292.000000 Penalty: 5162.494141
	Iteration 17Q: 3 clusters Score -2466292 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2466301.500000 Penalty: 5162.494141
	Iteration 18Q: 3 clusters Score -2466302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2466303.000000 Penalty: 5162.494141
	Iteration 19Q: 3 clusters Score -2466303 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2466304.250000 Penalty: 5162.494141
	Iteration 20F: 3 clusters Score -2466304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2466307.250000 Penalty: 5162.494141
	Iteration 21Q: 3 clusters Score -2466307 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2466307.250000 Penalty: 5162.494141
	Iteration 22Q: 3 clusters Score -2466307 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2466309.250000 Penalty: 5162.494141
	Iteration 23Q: 3 clusters Score -2466309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2466307.750000 Penalty: 5162.494141
	Iteration 24Q: 3 clusters Score -2466308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2466313.500000 Penalty: 5162.494141
	Iteration 25Q: 3 clusters Score -2466314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2466314.500000 Penalty: 5162.494141
	Iteration 26Q: 3 clusters Score -2466314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2466315.000000 Penalty: 5162.494141
	Iteration 27Q: 3 clusters Score -2466315 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2466310.250000 Penalty: 5162.494141
	Iteration 28Q: 3 clusters Score -2466310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2466306.250000 Penalty: 5162.494141
	Iteration 29Q: 3 clusters Score -2466306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2466315.500000 Penalty: 5162.494141
	Iteration 30Q: 3 clusters Score -2466316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2466322.000000 Penalty: 5162.494141
	Iteration 31Q: 3 clusters Score -2466322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2466313.750000 Penalty: 5162.494141
	Iteration 32Q: 3 clusters Score -2466314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2466313.750000 Penalty: 5162.494141
	Iteration 33Q: 3 clusters Score -2466314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2466316.500000 Penalty: 5162.494141
	Iteration 34Q: 3 clusters Score -2466316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2466318.000000 Penalty: 5162.494141
	Iteration 35Q: 3 clusters Score -2466318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2466320.500000 Penalty: 5162.494141
	Iteration 36Q: 3 clusters Score -2466320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2466321.750000 Penalty: 5162.494141
	Iteration 37Q: 3 clusters Score -2466322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2466322.250000 Penalty: 5162.494141
	Iteration 38Q: 3 clusters Score -2466322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2466326.250000 Penalty: 5162.494141
	Iteration 39Q: 3 clusters Score -2466326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2466326.500000 Penalty: 5162.494141
	Iteration 40F: 3 clusters Score -2466326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2466327.250000 Penalty: 5162.494141
	Iteration 41Q: 3 clusters Score -2466327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2466326.250000 Penalty: 5162.494141
	Iteration 42Q: 3 clusters Score -2466326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2466331.500000 Penalty: 5162.494141
	Iteration 43Q: 3 clusters Score -2466332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2466333.750000 Penalty: 5162.494141
	Iteration 44Q: 3 clusters Score -2466334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2466333.750000 Penalty: 5162.494141
	Iteration 45Q: 3 clusters Score -2466334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2466333.750000 Penalty: 5162.494141
	Iteration 46Q: 3 clusters Score -2466334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2466330.000000 Penalty: 5162.494141
	Iteration 47Q: 3 clusters Score -2466330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2466330.750000 Penalty: 5162.494141
	Iteration 48Q: 3 clusters Score -2466331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2466330.500000 Penalty: 5162.494141
	Iteration 49Q: 3 clusters Score -2466330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2466330.250000 Penalty: 5162.494141
	Iteration 50Q: 3 clusters Score -2466330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2466330.250000 Penalty: 5162.494141
	Iteration 51F: 3 clusters Score -2466330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Entering Unmasked Estep 
Score: -647162.875000 Penalty: 2269.951416
	Iteration 0F: 2 clusters Score -647162.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -639763.062500 Penalty: 4539.902832
	Iteration 0F: 3 clusters Score -639763.1 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -641861.625000 Penalty: 4539.902832
	Iteration 1F: 3 clusters Score -641861.6 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -642214.625000 Penalty: 4539.902832
	Iteration 2F: 3 clusters Score -642214.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -642480.812500 Penalty: 4539.902832
	Iteration 3F: 3 clusters Score -642480.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -642689.125000 Penalty: 4539.902832
	Iteration 4Q: 3 clusters Score -642689.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -642856.750000 Penalty: 4539.902832
	Iteration 5Q: 3 clusters Score -642856.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -643009.750000 Penalty: 4539.902832
	Iteration 6Q: 3 clusters Score -643009.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -643189.312500 Penalty: 4539.902832
	Iteration 7Q: 3 clusters Score -643189.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -643357.375000 Penalty: 4539.902832
	Iteration 8Q: 3 clusters Score -643357.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -643521.250000 Penalty: 4539.902832
	Iteration 9Q: 3 clusters Score -643521.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -643707.812500 Penalty: 4539.902832
	Iteration 10Q: 3 clusters Score -643707.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -643875.312500 Penalty: 4539.902832
	Iteration 11Q: 3 clusters Score -643875.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -644029.562500 Penalty: 4539.902832
	Iteration 12Q: 3 clusters Score -644029.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -644184.937500 Penalty: 4539.902832
	Iteration 13Q: 3 clusters Score -644184.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -644343.937500 Penalty: 4539.902832
	Iteration 14Q: 3 clusters Score -644343.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -644487.812500 Penalty: 4539.902832
	Iteration 15Q: 3 clusters Score -644487.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -644608.125000 Penalty: 4539.902832
	Iteration 16Q: 3 clusters Score -644608.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -644729.750000 Penalty: 4539.902832
	Iteration 17Q: 3 clusters Score -644729.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -644832.750000 Penalty: 4539.902832
	Iteration 18Q: 3 clusters Score -644832.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -644926.562500 Penalty: 4539.902832
	Iteration 19Q: 3 clusters Score -644926.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -644991.000000 Penalty: 4539.902832
	Iteration 20F: 3 clusters Score -644991 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -645054.187500 Penalty: 4539.902832
	Iteration 21Q: 3 clusters Score -645054.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -645104.250000 Penalty: 4539.902832
	Iteration 22Q: 3 clusters Score -645104.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -645149.000000 Penalty: 4539.902832
	Iteration 23Q: 3 clusters Score -645149 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -645179.437500 Penalty: 4539.902832
	Iteration 24Q: 3 clusters Score -645179.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -645201.750000 Penalty: 4539.902832
	Iteration 25Q: 3 clusters Score -645201.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -645225.500000 Penalty: 4539.902832
	Iteration 26Q: 3 clusters Score -645225.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -645248.875000 Penalty: 4539.902832
	Iteration 27Q: 3 clusters Score -645248.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -645267.062500 Penalty: 4539.902832
	Iteration 28Q: 3 clusters Score -645267.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -645275.687500 Penalty: 4539.902832
	Iteration 29Q: 3 clusters Score -645275.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -645285.187500 Penalty: 4539.902832
	Iteration 30Q: 3 clusters Score -645285.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -645295.625000 Penalty: 4539.902832
	Iteration 31Q: 3 clusters Score -645295.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -645303.062500 Penalty: 4539.902832
	Iteration 32Q: 3 clusters Score -645303.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -645314.062500 Penalty: 4539.902832
	Iteration 33Q: 3 clusters Score -645314.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -645332.500000 Penalty: 4539.902832
	Iteration 34Q: 3 clusters Score -645332.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -645344.312500 Penalty: 4539.902832
	Iteration 35Q: 3 clusters Score -645344.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -645349.875000 Penalty: 4539.902832
	Iteration 36Q: 3 clusters Score -645349.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -645360.187500 Penalty: 4539.902832
	Iteration 37Q: 3 clusters Score -645360.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -645377.250000 Penalty: 4539.902832
	Iteration 38Q: 3 clusters Score -645377.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -645387.687500 Penalty: 4539.902832
	Iteration 39Q: 3 clusters Score -645387.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -645398.125000 Penalty: 4539.902832
	Iteration 40F: 3 clusters Score -645398.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -645413.375000 Penalty: 4539.902832
	Iteration 41Q: 3 clusters Score -645413.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -645424.312500 Penalty: 4539.902832
	Iteration 42Q: 3 clusters Score -645424.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -645432.750000 Penalty: 4539.902832
	Iteration 43Q: 3 clusters Score -645432.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -645445.125000 Penalty: 4539.902832
	Iteration 44Q: 3 clusters Score -645445.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -645456.000000 Penalty: 4539.902832
	Iteration 45Q: 3 clusters Score -645456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -645467.687500 Penalty: 4539.902832
	Iteration 46Q: 3 clusters Score -645467.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -645472.937500 Penalty: 4539.902832
	Iteration 47Q: 3 clusters Score -645472.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -645477.562500 Penalty: 4539.902832
	Iteration 48Q: 3 clusters Score -645477.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -645483.437500 Penalty: 4539.902832
	Iteration 49Q: 3 clusters Score -645483.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -645489.500000 Penalty: 4539.902832
	Iteration 50Q: 3 clusters Score -645489.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -645495.250000 Penalty: 4539.902832
	Iteration 51Q: 3 clusters Score -645495.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -645496.687500 Penalty: 4539.902832
	Iteration 52Q: 3 clusters Score -645496.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -645501.562500 Penalty: 4539.902832
	Iteration 53Q: 3 clusters Score -645501.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -645505.937500 Penalty: 4539.902832
	Iteration 54Q: 3 clusters Score -645505.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -645507.125000 Penalty: 4539.902832
	Iteration 55Q: 3 clusters Score -645507.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -645508.375000 Penalty: 4539.902832
	Iteration 56Q: 3 clusters Score -645508.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -645513.562500 Penalty: 4539.902832
	Iteration 57Q: 3 clusters Score -645513.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -645514.937500 Penalty: 4539.902832
	Iteration 58Q: 3 clusters Score -645514.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -645518.250000 Penalty: 4539.902832
	Iteration 59Q: 3 clusters Score -645518.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -645521.375000 Penalty: 4539.902832
	Iteration 60F: 3 clusters Score -645521.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -645526.375000 Penalty: 4539.902832
	Iteration 61Q: 3 clusters Score -645526.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -645531.750000 Penalty: 4539.902832
	Iteration 62Q: 3 clusters Score -645531.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -645537.062500 Penalty: 4539.902832
	Iteration 63Q: 3 clusters Score -645537.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -645541.000000 Penalty: 4539.902832
	Iteration 64Q: 3 clusters Score -645541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -645547.562500 Penalty: 4539.902832
	Iteration 65Q: 3 clusters Score -645547.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -645552.500000 Penalty: 4539.902832
	Iteration 66Q: 3 clusters Score -645552.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -645560.250000 Penalty: 4539.902832
	Iteration 67Q: 3 clusters Score -645560.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -645568.125000 Penalty: 4539.902832
	Iteration 68Q: 3 clusters Score -645568.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -645572.625000 Penalty: 4539.902832
	Iteration 69Q: 3 clusters Score -645572.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -645580.375000 Penalty: 4539.902832
	Iteration 70Q: 3 clusters Score -645580.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -645587.250000 Penalty: 4539.902832
	Iteration 71Q: 3 clusters Score -645587.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -645598.062500 Penalty: 4539.902832
	Iteration 72Q: 3 clusters Score -645598.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -645602.187500 Penalty: 4539.902832
	Iteration 73Q: 3 clusters Score -645602.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -645614.125000 Penalty: 4539.902832
	Iteration 74Q: 3 clusters Score -645614.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -645628.625000 Penalty: 4539.902832
	Iteration 75Q: 3 clusters Score -645628.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -645638.125000 Penalty: 4539.902832
	Iteration 76Q: 3 clusters Score -645638.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -645648.062500 Penalty: 4539.902832
	Iteration 77Q: 3 clusters Score -645648.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -645656.375000 Penalty: 4539.902832
	Iteration 78Q: 3 clusters Score -645656.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -645659.562500 Penalty: 4539.902832
	Iteration 79Q: 3 clusters Score -645659.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -645661.000000 Penalty: 4539.902832
	Iteration 80F: 3 clusters Score -645661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -645661.000000 Penalty: 4539.902832
	Iteration 81Q: 3 clusters Score -645661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -645662.937500 Penalty: 4539.902832
	Iteration 82Q: 3 clusters Score -645662.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -645663.500000 Penalty: 4539.902832
	Iteration 83Q: 3 clusters Score -645663.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -645665.937500 Penalty: 4539.902832
	Iteration 84Q: 3 clusters Score -645665.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -645668.250000 Penalty: 4539.902832
	Iteration 85Q: 3 clusters Score -645668.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -645669.625000 Penalty: 4539.902832
	Iteration 86Q: 3 clusters Score -645669.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -645670.062500 Penalty: 4539.902832
	Iteration 87Q: 3 clusters Score -645670.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -645671.500000 Penalty: 4539.902832
	Iteration 88Q: 3 clusters Score -645671.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -645672.187500 Penalty: 4539.902832
	Iteration 89Q: 3 clusters Score -645672.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -645674.000000 Penalty: 4539.902832
	Iteration 90Q: 3 clusters Score -645674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -645673.562500 Penalty: 4539.902832
	Iteration 91Q: 3 clusters Score -645673.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -645674.625000 Penalty: 4539.902832
	Iteration 92Q: 3 clusters Score -645674.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -645676.625000 Penalty: 4539.902832
	Iteration 93Q: 3 clusters Score -645676.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -645678.000000 Penalty: 4539.902832
	Iteration 94Q: 3 clusters Score -645678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -645679.187500 Penalty: 4539.902832
	Iteration 95Q: 3 clusters Score -645679.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -645680.437500 Penalty: 4539.902832
	Iteration 96Q: 3 clusters Score -645680.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -645681.250000 Penalty: 4539.902832
	Iteration 97Q: 3 clusters Score -645681.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -645682.500000 Penalty: 4539.902832
	Iteration 98Q: 3 clusters Score -645682.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -645683.500000 Penalty: 4539.902832
	Iteration 99Q: 3 clusters Score -645683.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -645682.312500 Penalty: 4539.902832
	Iteration 100F: 3 clusters Score -645682.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -645683.187500 Penalty: 4539.902832
	Iteration 101Q: 3 clusters Score -645683.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -645683.375000 Penalty: 4539.902832
	Iteration 102Q: 3 clusters Score -645683.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -645684.312500 Penalty: 4539.902832
	Iteration 103Q: 3 clusters Score -645684.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -645683.687500 Penalty: 4539.902832
	Iteration 104Q: 3 clusters Score -645683.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -645685.000000 Penalty: 4539.902832
	Iteration 105Q: 3 clusters Score -645685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -645687.000000 Penalty: 4539.902832
	Iteration 106Q: 3 clusters Score -645687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -645688.750000 Penalty: 4539.902832
	Iteration 107Q: 3 clusters Score -645688.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -645691.125000 Penalty: 4539.902832
	Iteration 108Q: 3 clusters Score -645691.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -645691.250000 Penalty: 4539.902832
	Iteration 109Q: 3 clusters Score -645691.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -645690.125000 Penalty: 4539.902832
	Iteration 110Q: 3 clusters Score -645690.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -645690.375000 Penalty: 4539.902832
	Iteration 111Q: 3 clusters Score -645690.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -645692.875000 Penalty: 4539.902832
	Iteration 112Q: 3 clusters Score -645692.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -645694.312500 Penalty: 4539.902832
	Iteration 113Q: 3 clusters Score -645694.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -645695.062500 Penalty: 4539.902832
	Iteration 114Q: 3 clusters Score -645695.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -645695.062500 Penalty: 4539.902832
	Iteration 115F: 3 clusters Score -645695.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Entering Unmasked Estep 
Score: -181996.359375 Penalty: 1946.245117
	Iteration 0F: 2 clusters Score -181996.4 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 1237 members 
Entering Unmasked Estep 
Score: -179019.421875 Penalty: 3892.490234
	Iteration 0F: 3 clusters Score -179019.4 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -179555.703125 Penalty: 3892.490234
	Iteration 1F: 3 clusters Score -179555.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -179723.359375 Penalty: 3892.490234
	Iteration 2F: 3 clusters Score -179723.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -179820.453125 Penalty: 3892.490234
	Iteration 3Q: 3 clusters Score -179820.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -179890.578125 Penalty: 3892.490234
	Iteration 4Q: 3 clusters Score -179890.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -179939.984375 Penalty: 3892.490234
	Iteration 5Q: 3 clusters Score -179940 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -179984.609375 Penalty: 3892.490234
	Iteration 6Q: 3 clusters Score -179984.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -180023.312500 Penalty: 3892.490234
	Iteration 7Q: 3 clusters Score -180023.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -180055.437500 Penalty: 3892.490234
	Iteration 8Q: 3 clusters Score -180055.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -180086.875000 Penalty: 3892.490234
	Iteration 9Q: 3 clusters Score -180086.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -180132.046875 Penalty: 3892.490234
	Iteration 10Q: 3 clusters Score -180132 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -180182.468750 Penalty: 3892.490234
	Iteration 11Q: 3 clusters Score -180182.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -180227.093750 Penalty: 3892.490234
	Iteration 12Q: 3 clusters Score -180227.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -180270.859375 Penalty: 3892.490234
	Iteration 13Q: 3 clusters Score -180270.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -180320.562500 Penalty: 3892.490234
	Iteration 14Q: 3 clusters Score -180320.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -180360.281250 Penalty: 3892.490234
	Iteration 15Q: 3 clusters Score -180360.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -180404.687500 Penalty: 3892.490234
	Iteration 16Q: 3 clusters Score -180404.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -180434.328125 Penalty: 3892.490234
	Iteration 17Q: 3 clusters Score -180434.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -180453.937500 Penalty: 3892.490234
	Iteration 18Q: 3 clusters Score -180453.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -180468.312500 Penalty: 3892.490234
	Iteration 19Q: 3 clusters Score -180468.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -180482.484375 Penalty: 3892.490234
	Iteration 20F: 3 clusters Score -180482.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -180500.718750 Penalty: 3892.490234
	Iteration 21Q: 3 clusters Score -180500.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -180512.156250 Penalty: 3892.490234
	Iteration 22Q: 3 clusters Score -180512.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -180521.515625 Penalty: 3892.490234
	Iteration 23Q: 3 clusters Score -180521.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -180531.406250 Penalty: 3892.490234
	Iteration 24Q: 3 clusters Score -180531.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -180535.562500 Penalty: 3892.490234
	Iteration 25Q: 3 clusters Score -180535.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -180538.484375 Penalty: 3892.490234
	Iteration 26Q: 3 clusters Score -180538.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -180544.234375 Penalty: 3892.490234
	Iteration 27Q: 3 clusters Score -180544.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -180547.421875 Penalty: 3892.490234
	Iteration 28Q: 3 clusters Score -180547.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -180552.328125 Penalty: 3892.490234
	Iteration 29Q: 3 clusters Score -180552.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -180557.828125 Penalty: 3892.490234
	Iteration 30Q: 3 clusters Score -180557.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -180564.312500 Penalty: 3892.490234
	Iteration 31Q: 3 clusters Score -180564.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -180568.625000 Penalty: 3892.490234
	Iteration 32Q: 3 clusters Score -180568.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -180572.281250 Penalty: 3892.490234
	Iteration 33Q: 3 clusters Score -180572.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -180573.453125 Penalty: 3892.490234
	Iteration 34Q: 3 clusters Score -180573.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -180574.437500 Penalty: 3892.490234
	Iteration 35Q: 3 clusters Score -180574.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -180574.796875 Penalty: 3892.490234
	Iteration 36Q: 3 clusters Score -180574.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -180574.796875 Penalty: 3892.490234
	Iteration 37F: 3 clusters Score -180574.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Entering Unmasked Estep 
Score: -176002.093750 Penalty: 1938.271362
	Iteration 0F: 2 clusters Score -176002.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -173032.921875 Penalty: 3876.542725
	Iteration 0F: 3 clusters Score -173032.9 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -173636.546875 Penalty: 3876.542725
	Iteration 1F: 3 clusters Score -173636.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -173821.906250 Penalty: 3876.542725
	Iteration 2F: 3 clusters Score -173821.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -173919.531250 Penalty: 3876.542725
	Iteration 3Q: 3 clusters Score -173919.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -173993.265625 Penalty: 3876.542725
	Iteration 4Q: 3 clusters Score -173993.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -174060.250000 Penalty: 3876.542725
	Iteration 5Q: 3 clusters Score -174060.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -174130.078125 Penalty: 3876.542725
	Iteration 6Q: 3 clusters Score -174130.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -174194.640625 Penalty: 3876.542725
	Iteration 7Q: 3 clusters Score -174194.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -174273.390625 Penalty: 3876.542725
	Iteration 8Q: 3 clusters Score -174273.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -174343.703125 Penalty: 3876.542725
	Iteration 9Q: 3 clusters Score -174343.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -174406.328125 Penalty: 3876.542725
	Iteration 10Q: 3 clusters Score -174406.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -174463.046875 Penalty: 3876.542725
	Iteration 11Q: 3 clusters Score -174463 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -174506.281250 Penalty: 3876.542725
	Iteration 12Q: 3 clusters Score -174506.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -174533.984375 Penalty: 3876.542725
	Iteration 13Q: 3 clusters Score -174534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -174562.156250 Penalty: 3876.542725
	Iteration 14Q: 3 clusters Score -174562.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -174592.734375 Penalty: 3876.542725
	Iteration 15Q: 3 clusters Score -174592.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -174630.187500 Penalty: 3876.542725
	Iteration 16Q: 3 clusters Score -174630.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -174669.140625 Penalty: 3876.542725
	Iteration 17Q: 3 clusters Score -174669.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -174707.859375 Penalty: 3876.542725
	Iteration 18Q: 3 clusters Score -174707.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -174747.265625 Penalty: 3876.542725
	Iteration 19Q: 3 clusters Score -174747.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -174792.468750 Penalty: 3876.542725
	Iteration 20F: 3 clusters Score -174792.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -174865.031250 Penalty: 3876.542725
	Iteration 21Q: 3 clusters Score -174865 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -174981.937500 Penalty: 3876.542725
	Iteration 22Q: 3 clusters Score -174981.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -175116.968750 Penalty: 3876.542725
	Iteration 23Q: 3 clusters Score -175117 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -175250.390625 Penalty: 3876.542725
	Iteration 24Q: 3 clusters Score -175250.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -175378.640625 Penalty: 3876.542725
	Iteration 25Q: 3 clusters Score -175378.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -175469.453125 Penalty: 3876.542725
	Iteration 26Q: 3 clusters Score -175469.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -175515.671875 Penalty: 3876.542725
	Iteration 27Q: 3 clusters Score -175515.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -175529.406250 Penalty: 3876.542725
	Iteration 28Q: 3 clusters Score -175529.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -175530.406250 Penalty: 3876.542725
	Iteration 29Q: 3 clusters Score -175530.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -175530.406250 Penalty: 3876.542725
	Iteration 30F: 3 clusters Score -175530.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Entering Unmasked Estep 
Score: -130268.976562 Penalty: 1867.957886
	Iteration 0F: 2 clusters Score -130269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -127777.492188 Penalty: 3735.915771
	Iteration 0F: 3 clusters Score -127777.5 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -128219.187500 Penalty: 3735.915771
	Iteration 1F: 3 clusters Score -128219.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -128359.546875 Penalty: 3735.915771
	Iteration 2F: 3 clusters Score -128359.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -128478.695312 Penalty: 3735.915771
	Iteration 3F: 3 clusters Score -128478.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -128623.218750 Penalty: 3735.915771
	Iteration 4F: 3 clusters Score -128623.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -128730.007812 Penalty: 3735.915771
	Iteration 5Q: 3 clusters Score -128730 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -128795.906250 Penalty: 3735.915771
	Iteration 6Q: 3 clusters Score -128795.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -128845.742188 Penalty: 3735.915771
	Iteration 7Q: 3 clusters Score -128845.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -128898.257812 Penalty: 3735.915771
	Iteration 8Q: 3 clusters Score -128898.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -128944.843750 Penalty: 3735.915771
	Iteration 9Q: 3 clusters Score -128944.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -128970.039062 Penalty: 3735.915771
	Iteration 10Q: 3 clusters Score -128970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -128983.054688 Penalty: 3735.915771
	Iteration 11Q: 3 clusters Score -128983.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -128992.265625 Penalty: 3735.915771
	Iteration 12Q: 3 clusters Score -128992.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -128996.695312 Penalty: 3735.915771
	Iteration 13Q: 3 clusters Score -128996.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -128998.968750 Penalty: 3735.915771
	Iteration 14Q: 3 clusters Score -128999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -128999.414062 Penalty: 3735.915771
	Iteration 15Q: 3 clusters Score -128999.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -128999.414062 Penalty: 3735.915771
	Iteration 16F: 3 clusters Score -128999.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (28619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Entering Unmasked Estep 
Score: -2185533.250000 Penalty: 2544.932861
	Iteration 0F: 2 clusters Score -2185533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2165913.250000 Penalty: 5089.865723
	Iteration 0F: 3 clusters Score -2165913 nChanged 12799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2172976.750000 Penalty: 5089.865723
	Iteration 1F: 3 clusters Score -2172977 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2173752.000000 Penalty: 5089.865723
	Iteration 2F: 3 clusters Score -2173752 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2174684.750000 Penalty: 5089.865723
	Iteration 3F: 3 clusters Score -2174685 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2175793.000000 Penalty: 5089.865723
	Iteration 4F: 3 clusters Score -2175793 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2177125.000000 Penalty: 5089.865723
	Iteration 5F: 3 clusters Score -2177125 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2178407.750000 Penalty: 5089.865723
	Iteration 6F: 3 clusters Score -2178408 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2179444.500000 Penalty: 5089.865723
	Iteration 7F: 3 clusters Score -2179444 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2180191.250000 Penalty: 5089.865723
	Iteration 8Q: 3 clusters Score -2180191 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2180685.500000 Penalty: 5089.865723
	Iteration 9Q: 3 clusters Score -2180686 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2181039.000000 Penalty: 5089.865723
	Iteration 10Q: 3 clusters Score -2181039 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2181306.750000 Penalty: 5089.865723
	Iteration 11Q: 3 clusters Score -2181307 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2181494.500000 Penalty: 5089.865723
	Iteration 12Q: 3 clusters Score -2181494 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2181636.000000 Penalty: 5089.865723
	Iteration 13Q: 3 clusters Score -2181636 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2181728.250000 Penalty: 5089.865723
	Iteration 14Q: 3 clusters Score -2181728 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2181798.250000 Penalty: 5089.865723
	Iteration 15Q: 3 clusters Score -2181798 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2181864.750000 Penalty: 5089.865723
	Iteration 16Q: 3 clusters Score -2181865 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2181924.250000 Penalty: 5089.865723
	Iteration 17Q: 3 clusters Score -2181924 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2181971.250000 Penalty: 5089.865723
	Iteration 18Q: 3 clusters Score -2181971 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2182017.250000 Penalty: 5089.865723
	Iteration 19Q: 3 clusters Score -2182017 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2182075.500000 Penalty: 5089.865723
	Iteration 20F: 3 clusters Score -2182076 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2182113.750000 Penalty: 5089.865723
	Iteration 21Q: 3 clusters Score -2182114 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2182176.500000 Penalty: 5089.865723
	Iteration 22Q: 3 clusters Score -2182176 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2182226.500000 Penalty: 5089.865723
	Iteration 23Q: 3 clusters Score -2182226 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2182259.750000 Penalty: 5089.865723
	Iteration 24Q: 3 clusters Score -2182260 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2182316.250000 Penalty: 5089.865723
	Iteration 25Q: 3 clusters Score -2182316 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2182359.250000 Penalty: 5089.865723
	Iteration 26Q: 3 clusters Score -2182359 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2182392.250000 Penalty: 5089.865723
	Iteration 27Q: 3 clusters Score -2182392 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2182437.250000 Penalty: 5089.865723
	Iteration 28Q: 3 clusters Score -2182437 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2182475.500000 Penalty: 5089.865723
	Iteration 29Q: 3 clusters Score -2182476 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2182490.750000 Penalty: 5089.865723
	Iteration 30Q: 3 clusters Score -2182491 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2182532.750000 Penalty: 5089.865723
	Iteration 31Q: 3 clusters Score -2182533 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2182574.750000 Penalty: 5089.865723
	Iteration 32Q: 3 clusters Score -2182575 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2182610.750000 Penalty: 5089.865723
	Iteration 33Q: 3 clusters Score -2182611 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2182655.750000 Penalty: 5089.865723
	Iteration 34Q: 3 clusters Score -2182656 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2182698.500000 Penalty: 5089.865723
	Iteration 35Q: 3 clusters Score -2182698 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2182735.000000 Penalty: 5089.865723
	Iteration 36Q: 3 clusters Score -2182735 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2182774.250000 Penalty: 5089.865723
	Iteration 37Q: 3 clusters Score -2182774 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2182819.500000 Penalty: 5089.865723
	Iteration 38Q: 3 clusters Score -2182820 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2182870.250000 Penalty: 5089.865723
	Iteration 39Q: 3 clusters Score -2182870 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2182911.000000 Penalty: 5089.865723
	Iteration 40F: 3 clusters Score -2182911 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2182952.250000 Penalty: 5089.865723
	Iteration 41Q: 3 clusters Score -2182952 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2182991.750000 Penalty: 5089.865723
	Iteration 42Q: 3 clusters Score -2182992 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2183016.500000 Penalty: 5089.865723
	Iteration 43Q: 3 clusters Score -2183016 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2183035.250000 Penalty: 5089.865723
	Iteration 44Q: 3 clusters Score -2183035 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2183066.500000 Penalty: 5089.865723
	Iteration 45Q: 3 clusters Score -2183066 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2183100.000000 Penalty: 5089.865723
	Iteration 46Q: 3 clusters Score -2183100 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2183133.750000 Penalty: 5089.865723
	Iteration 47Q: 3 clusters Score -2183134 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2183172.750000 Penalty: 5089.865723
	Iteration 48Q: 3 clusters Score -2183173 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2183204.500000 Penalty: 5089.865723
	Iteration 49Q: 3 clusters Score -2183204 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2183243.000000 Penalty: 5089.865723
	Iteration 50Q: 3 clusters Score -2183243 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2183276.000000 Penalty: 5089.865723
	Iteration 51Q: 3 clusters Score -2183276 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2183304.250000 Penalty: 5089.865723
	Iteration 52Q: 3 clusters Score -2183304 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2183327.500000 Penalty: 5089.865723
	Iteration 53Q: 3 clusters Score -2183328 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2183354.000000 Penalty: 5089.865723
	Iteration 54Q: 3 clusters Score -2183354 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2183378.250000 Penalty: 5089.865723
	Iteration 55Q: 3 clusters Score -2183378 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2183390.250000 Penalty: 5089.865723
	Iteration 56Q: 3 clusters Score -2183390 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2183409.250000 Penalty: 5089.865723
	Iteration 57Q: 3 clusters Score -2183409 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2183440.500000 Penalty: 5089.865723
	Iteration 58Q: 3 clusters Score -2183440 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2183462.500000 Penalty: 5089.865723
	Iteration 59Q: 3 clusters Score -2183462 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -2183483.500000 Penalty: 5089.865723
	Iteration 60F: 3 clusters Score -2183484 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2183493.500000 Penalty: 5089.865723
	Iteration 61Q: 3 clusters Score -2183494 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2183509.000000 Penalty: 5089.865723
	Iteration 62Q: 3 clusters Score -2183509 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2183523.500000 Penalty: 5089.865723
	Iteration 63Q: 3 clusters Score -2183524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2183531.500000 Penalty: 5089.865723
	Iteration 64Q: 3 clusters Score -2183532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2183542.250000 Penalty: 5089.865723
	Iteration 65Q: 3 clusters Score -2183542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2183551.750000 Penalty: 5089.865723
	Iteration 66Q: 3 clusters Score -2183552 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2183564.000000 Penalty: 5089.865723
	Iteration 67Q: 3 clusters Score -2183564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2183570.500000 Penalty: 5089.865723
	Iteration 68Q: 3 clusters Score -2183570 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2183584.750000 Penalty: 5089.865723
	Iteration 69Q: 3 clusters Score -2183585 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2183593.250000 Penalty: 5089.865723
	Iteration 70Q: 3 clusters Score -2183593 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2183609.500000 Penalty: 5089.865723
	Iteration 71Q: 3 clusters Score -2183610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2183621.000000 Penalty: 5089.865723
	Iteration 72Q: 3 clusters Score -2183621 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2183642.500000 Penalty: 5089.865723
	Iteration 73Q: 3 clusters Score -2183642 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2183658.500000 Penalty: 5089.865723
	Iteration 74Q: 3 clusters Score -2183658 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2183669.250000 Penalty: 5089.865723
	Iteration 75Q: 3 clusters Score -2183669 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2183684.000000 Penalty: 5089.865723
	Iteration 76Q: 3 clusters Score -2183684 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2183698.000000 Penalty: 5089.865723
	Iteration 77Q: 3 clusters Score -2183698 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2183705.250000 Penalty: 5089.865723
	Iteration 78Q: 3 clusters Score -2183705 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2183712.000000 Penalty: 5089.865723
	Iteration 79Q: 3 clusters Score -2183712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2183716.500000 Penalty: 5089.865723
	Iteration 80F: 3 clusters Score -2183716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2183720.750000 Penalty: 5089.865723
	Iteration 81Q: 3 clusters Score -2183721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2183728.750000 Penalty: 5089.865723
	Iteration 82Q: 3 clusters Score -2183729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2183735.750000 Penalty: 5089.865723
	Iteration 83Q: 3 clusters Score -2183736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2183734.500000 Penalty: 5089.865723
	Iteration 84Q: 3 clusters Score -2183734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2183742.750000 Penalty: 5089.865723
	Iteration 85Q: 3 clusters Score -2183743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2183746.250000 Penalty: 5089.865723
	Iteration 86Q: 3 clusters Score -2183746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2183750.750000 Penalty: 5089.865723
	Iteration 87Q: 3 clusters Score -2183751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2183750.000000 Penalty: 5089.865723
	Iteration 88Q: 3 clusters Score -2183750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2183754.750000 Penalty: 5089.865723
	Iteration 89Q: 3 clusters Score -2183755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2183757.000000 Penalty: 5089.865723
	Iteration 90Q: 3 clusters Score -2183757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2183760.750000 Penalty: 5089.865723
	Iteration 91Q: 3 clusters Score -2183761 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2183771.750000 Penalty: 5089.865723
	Iteration 92Q: 3 clusters Score -2183772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2183774.000000 Penalty: 5089.865723
	Iteration 93Q: 3 clusters Score -2183774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2183783.750000 Penalty: 5089.865723
	Iteration 94Q: 3 clusters Score -2183784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2183784.250000 Penalty: 5089.865723
	Iteration 95Q: 3 clusters Score -2183784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2183783.000000 Penalty: 5089.865723
	Iteration 96Q: 3 clusters Score -2183783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2183783.750000 Penalty: 5089.865723
	Iteration 97Q: 3 clusters Score -2183784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2183783.500000 Penalty: 5089.865723
	Iteration 98Q: 3 clusters Score -2183784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2183787.250000 Penalty: 5089.865723
	Iteration 99Q: 3 clusters Score -2183787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2183787.250000 Penalty: 5089.865723
	Iteration 100F: 3 clusters Score -2183787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Entering Unmasked Estep 
Score: -137338.937500 Penalty: 1947.886475
	Iteration 0F: 2 clusters Score -137338.9 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 1258 members 
Entering Unmasked Estep 
Score: -134443.812500 Penalty: 3895.772949
	Iteration 0F: 3 clusters Score -134443.8 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -135475.562500 Penalty: 3895.772949
	Iteration 1F: 3 clusters Score -135475.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -135929.484375 Penalty: 3895.772949
	Iteration 2F: 3 clusters Score -135929.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -136233.687500 Penalty: 3895.772949
	Iteration 3F: 3 clusters Score -136233.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -136446.390625 Penalty: 3895.772949
	Iteration 4F: 3 clusters Score -136446.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -136557.703125 Penalty: 3895.772949
	Iteration 5Q: 3 clusters Score -136557.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -136640.250000 Penalty: 3895.772949
	Iteration 6Q: 3 clusters Score -136640.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -136681.093750 Penalty: 3895.772949
	Iteration 7Q: 3 clusters Score -136681.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -136697.718750 Penalty: 3895.772949
	Iteration 8Q: 3 clusters Score -136697.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -136706.234375 Penalty: 3895.772949
	Iteration 9Q: 3 clusters Score -136706.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -136710.593750 Penalty: 3895.772949
	Iteration 10Q: 3 clusters Score -136710.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -136717.625000 Penalty: 3895.772949
	Iteration 11Q: 3 clusters Score -136717.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -136724.062500 Penalty: 3895.772949
	Iteration 12Q: 3 clusters Score -136724.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -136729.453125 Penalty: 3895.772949
	Iteration 13Q: 3 clusters Score -136729.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -136735.859375 Penalty: 3895.772949
	Iteration 14Q: 3 clusters Score -136735.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -136739.218750 Penalty: 3895.772949
	Iteration 15Q: 3 clusters Score -136739.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -136742.187500 Penalty: 3895.772949
	Iteration 16Q: 3 clusters Score -136742.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -136745.078125 Penalty: 3895.772949
	Iteration 17Q: 3 clusters Score -136745.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -136747.812500 Penalty: 3895.772949
	Iteration 18Q: 3 clusters Score -136747.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -136750.015625 Penalty: 3895.772949
	Iteration 19Q: 3 clusters Score -136750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -136751.437500 Penalty: 3895.772949
	Iteration 20F: 3 clusters Score -136751.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -136752.531250 Penalty: 3895.772949
	Iteration 21Q: 3 clusters Score -136752.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -136753.453125 Penalty: 3895.772949
	Iteration 22Q: 3 clusters Score -136753.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -136754.750000 Penalty: 3895.772949
	Iteration 23Q: 3 clusters Score -136754.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -136755.375000 Penalty: 3895.772949
	Iteration 24Q: 3 clusters Score -136755.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -136755.375000 Penalty: 3895.772949
	Iteration 25F: 3 clusters Score -136755.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Entering Unmasked Estep 
Score: -688842.812500 Penalty: 2272.303711
	Iteration 0F: 2 clusters Score -688842.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -681462.125000 Penalty: 4544.607422
	Iteration 0F: 3 clusters Score -681462.1 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -683854.187500 Penalty: 4544.607422
	Iteration 1F: 3 clusters Score -683854.2 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -684530.437500 Penalty: 4544.607422
	Iteration 2F: 3 clusters Score -684530.4 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -685185.250000 Penalty: 4544.607422
	Iteration 3F: 3 clusters Score -685185.2 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -685786.937500 Penalty: 4544.607422
	Iteration 4F: 3 clusters Score -685786.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -686345.562500 Penalty: 4544.607422
	Iteration 5F: 3 clusters Score -686345.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -686834.250000 Penalty: 4544.607422
	Iteration 6F: 3 clusters Score -686834.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -687237.562500 Penalty: 4544.607422
	Iteration 7Q: 3 clusters Score -687237.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -687580.500000 Penalty: 4544.607422
	Iteration 8Q: 3 clusters Score -687580.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -687806.500000 Penalty: 4544.607422
	Iteration 9Q: 3 clusters Score -687806.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -687911.625000 Penalty: 4544.607422
	Iteration 10Q: 3 clusters Score -687911.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -687957.562500 Penalty: 4544.607422
	Iteration 11Q: 3 clusters Score -687957.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -687976.500000 Penalty: 4544.607422
	Iteration 12Q: 3 clusters Score -687976.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -687987.937500 Penalty: 4544.607422
	Iteration 13Q: 3 clusters Score -687987.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -687997.875000 Penalty: 4544.607422
	Iteration 14Q: 3 clusters Score -687997.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -688002.812500 Penalty: 4544.607422
	Iteration 15Q: 3 clusters Score -688002.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -688003.000000 Penalty: 4544.607422
	Iteration 16Q: 3 clusters Score -688003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -688006.500000 Penalty: 4544.607422
	Iteration 17Q: 3 clusters Score -688006.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -688007.062500 Penalty: 4544.607422
	Iteration 18Q: 3 clusters Score -688007.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -688005.687500 Penalty: 4544.607422
	Iteration 19Q: 3 clusters Score -688005.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -688005.625000 Penalty: 4544.607422
	Iteration 20F: 3 clusters Score -688005.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -688005.187500 Penalty: 4544.607422
	Iteration 21Q: 3 clusters Score -688005.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -688008.125000 Penalty: 4544.607422
	Iteration 22Q: 3 clusters Score -688008.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -688009.000000 Penalty: 4544.607422
	Iteration 23Q: 3 clusters Score -688009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -688009.000000 Penalty: 4544.607422
	Iteration 24F: 3 clusters Score -688009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Entering Unmasked Estep 
Score: -219383.531250 Penalty: 2008.086304
	Iteration 0F: 2 clusters Score -219383.5 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 1637 members 
Entering Unmasked Estep 
Score: -215972.718750 Penalty: 4016.172607
	Iteration 0F: 3 clusters Score -215972.7 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -216728.953125 Penalty: 4016.172607
	Iteration 1F: 3 clusters Score -216729 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -216928.390625 Penalty: 4016.172607
	Iteration 2F: 3 clusters Score -216928.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -217068.750000 Penalty: 4016.172607
	Iteration 3Q: 3 clusters Score -217068.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -217182.328125 Penalty: 4016.172607
	Iteration 4Q: 3 clusters Score -217182.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -217312.328125 Penalty: 4016.172607
	Iteration 5Q: 3 clusters Score -217312.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -217432.031250 Penalty: 4016.172607
	Iteration 6Q: 3 clusters Score -217432 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -217526.250000 Penalty: 4016.172607
	Iteration 7Q: 3 clusters Score -217526.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -217606.296875 Penalty: 4016.172607
	Iteration 8Q: 3 clusters Score -217606.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -217673.593750 Penalty: 4016.172607
	Iteration 9Q: 3 clusters Score -217673.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -217737.312500 Penalty: 4016.172607
	Iteration 10Q: 3 clusters Score -217737.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -217796.921875 Penalty: 4016.172607
	Iteration 11Q: 3 clusters Score -217796.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -217846.468750 Penalty: 4016.172607
	Iteration 12Q: 3 clusters Score -217846.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -217889.437500 Penalty: 4016.172607
	Iteration 13Q: 3 clusters Score -217889.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -217915.218750 Penalty: 4016.172607
	Iteration 14Q: 3 clusters Score -217915.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -217936.406250 Penalty: 4016.172607
	Iteration 15Q: 3 clusters Score -217936.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -217946.953125 Penalty: 4016.172607
	Iteration 16Q: 3 clusters Score -217947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -217954.062500 Penalty: 4016.172607
	Iteration 17Q: 3 clusters Score -217954.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -217963.796875 Penalty: 4016.172607
	Iteration 18Q: 3 clusters Score -217963.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -217969.140625 Penalty: 4016.172607
	Iteration 19Q: 3 clusters Score -217969.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -217973.750000 Penalty: 4016.172607
	Iteration 20F: 3 clusters Score -217973.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -217976.312500 Penalty: 4016.172607
	Iteration 21Q: 3 clusters Score -217976.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -217978.546875 Penalty: 4016.172607
	Iteration 22Q: 3 clusters Score -217978.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -217979.421875 Penalty: 4016.172607
	Iteration 23Q: 3 clusters Score -217979.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -217980.187500 Penalty: 4016.172607
	Iteration 24Q: 3 clusters Score -217980.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -217980.328125 Penalty: 4016.172607
	Iteration 25Q: 3 clusters Score -217980.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -217980.328125 Penalty: 4016.172607
	Iteration 26F: 3 clusters Score -217980.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Entering Unmasked Estep 
Score: -216512.515625 Penalty: 1987.144897
	Iteration 0F: 2 clusters Score -216512.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -213243.375000 Penalty: 3974.289795
	Iteration 0F: 3 clusters Score -213243.4 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -213881.890625 Penalty: 3974.289795
	Iteration 1F: 3 clusters Score -213881.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -214055.937500 Penalty: 3974.289795
	Iteration 2F: 3 clusters Score -214055.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -214174.812500 Penalty: 3974.289795
	Iteration 3F: 3 clusters Score -214174.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -214273.484375 Penalty: 3974.289795
	Iteration 4Q: 3 clusters Score -214273.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -214353.156250 Penalty: 3974.289795
	Iteration 5Q: 3 clusters Score -214353.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -214437.046875 Penalty: 3974.289795
	Iteration 6Q: 3 clusters Score -214437 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -214509.234375 Penalty: 3974.289795
	Iteration 7Q: 3 clusters Score -214509.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -214583.000000 Penalty: 3974.289795
	Iteration 8Q: 3 clusters Score -214583 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -214665.437500 Penalty: 3974.289795
	Iteration 9Q: 3 clusters Score -214665.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -214751.437500 Penalty: 3974.289795
	Iteration 10Q: 3 clusters Score -214751.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -214824.078125 Penalty: 3974.289795
	Iteration 11Q: 3 clusters Score -214824.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -214876.750000 Penalty: 3974.289795
	Iteration 12Q: 3 clusters Score -214876.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -214924.500000 Penalty: 3974.289795
	Iteration 13Q: 3 clusters Score -214924.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -214974.468750 Penalty: 3974.289795
	Iteration 14Q: 3 clusters Score -214974.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -215033.609375 Penalty: 3974.289795
	Iteration 15Q: 3 clusters Score -215033.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -215080.750000 Penalty: 3974.289795
	Iteration 16Q: 3 clusters Score -215080.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -215124.718750 Penalty: 3974.289795
	Iteration 17Q: 3 clusters Score -215124.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -215173.093750 Penalty: 3974.289795
	Iteration 18Q: 3 clusters Score -215173.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -215218.734375 Penalty: 3974.289795
	Iteration 19Q: 3 clusters Score -215218.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -215252.156250 Penalty: 3974.289795
	Iteration 20F: 3 clusters Score -215252.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -215280.968750 Penalty: 3974.289795
	Iteration 21Q: 3 clusters Score -215281 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -215294.109375 Penalty: 3974.289795
	Iteration 22Q: 3 clusters Score -215294.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -215302.390625 Penalty: 3974.289795
	Iteration 23Q: 3 clusters Score -215302.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -215313.609375 Penalty: 3974.289795
	Iteration 24Q: 3 clusters Score -215313.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -215319.296875 Penalty: 3974.289795
	Iteration 25Q: 3 clusters Score -215319.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -215323.250000 Penalty: 3974.289795
	Iteration 26Q: 3 clusters Score -215323.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -215326.562500 Penalty: 3974.289795
	Iteration 27Q: 3 clusters Score -215326.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -215327.125000 Penalty: 3974.289795
	Iteration 28Q: 3 clusters Score -215327.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -215328.062500 Penalty: 3974.289795
	Iteration 29Q: 3 clusters Score -215328.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -215328.062500 Penalty: 3974.289795
	Iteration 30F: 3 clusters Score -215328.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Entering Unmasked Estep 
Score: -777726.125000 Penalty: 2297.818359
	Iteration 0F: 2 clusters Score -777726.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -769700.500000 Penalty: 4595.636719
	Iteration 0F: 3 clusters Score -769700.5 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -772033.125000 Penalty: 4595.636719
	Iteration 1F: 3 clusters Score -772033.1 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -772333.062500 Penalty: 4595.636719
	Iteration 2F: 3 clusters Score -772333.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -772539.187500 Penalty: 4595.636719
	Iteration 3Q: 3 clusters Score -772539.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -772697.687500 Penalty: 4595.636719
	Iteration 4Q: 3 clusters Score -772697.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -772827.000000 Penalty: 4595.636719
	Iteration 5Q: 3 clusters Score -772827 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -772943.937500 Penalty: 4595.636719
	Iteration 6Q: 3 clusters Score -772943.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -773052.687500 Penalty: 4595.636719
	Iteration 7Q: 3 clusters Score -773052.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -773155.250000 Penalty: 4595.636719
	Iteration 8Q: 3 clusters Score -773155.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -773259.312500 Penalty: 4595.636719
	Iteration 9Q: 3 clusters Score -773259.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -773355.875000 Penalty: 4595.636719
	Iteration 10Q: 3 clusters Score -773355.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -773470.875000 Penalty: 4595.636719
	Iteration 11Q: 3 clusters Score -773470.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -773592.937500 Penalty: 4595.636719
	Iteration 12Q: 3 clusters Score -773592.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -773714.125000 Penalty: 4595.636719
	Iteration 13Q: 3 clusters Score -773714.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -773834.750000 Penalty: 4595.636719
	Iteration 14Q: 3 clusters Score -773834.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -773934.062500 Penalty: 4595.636719
	Iteration 15Q: 3 clusters Score -773934.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -774042.062500 Penalty: 4595.636719
	Iteration 16Q: 3 clusters Score -774042.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -774148.125000 Penalty: 4595.636719
	Iteration 17Q: 3 clusters Score -774148.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -774256.437500 Penalty: 4595.636719
	Iteration 18Q: 3 clusters Score -774256.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -774363.625000 Penalty: 4595.636719
	Iteration 19Q: 3 clusters Score -774363.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -774477.812500 Penalty: 4595.636719
	Iteration 20F: 3 clusters Score -774477.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -774604.125000 Penalty: 4595.636719
	Iteration 21Q: 3 clusters Score -774604.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -774732.187500 Penalty: 4595.636719
	Iteration 22Q: 3 clusters Score -774732.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -774863.000000 Penalty: 4595.636719
	Iteration 23Q: 3 clusters Score -774863 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -774986.062500 Penalty: 4595.636719
	Iteration 24Q: 3 clusters Score -774986.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -775117.875000 Penalty: 4595.636719
	Iteration 25Q: 3 clusters Score -775117.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -775228.062500 Penalty: 4595.636719
	Iteration 26Q: 3 clusters Score -775228.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -775311.875000 Penalty: 4595.636719
	Iteration 27Q: 3 clusters Score -775311.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -775373.375000 Penalty: 4595.636719
	Iteration 28Q: 3 clusters Score -775373.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -775432.625000 Penalty: 4595.636719
	Iteration 29Q: 3 clusters Score -775432.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -775487.500000 Penalty: 4595.636719
	Iteration 30Q: 3 clusters Score -775487.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -775534.375000 Penalty: 4595.636719
	Iteration 31Q: 3 clusters Score -775534.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -775573.937500 Penalty: 4595.636719
	Iteration 32Q: 3 clusters Score -775573.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -775613.375000 Penalty: 4595.636719
	Iteration 33Q: 3 clusters Score -775613.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -775643.187500 Penalty: 4595.636719
	Iteration 34Q: 3 clusters Score -775643.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -775669.500000 Penalty: 4595.636719
	Iteration 35Q: 3 clusters Score -775669.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -775693.250000 Penalty: 4595.636719
	Iteration 36Q: 3 clusters Score -775693.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -775708.125000 Penalty: 4595.636719
	Iteration 37Q: 3 clusters Score -775708.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -775716.250000 Penalty: 4595.636719
	Iteration 38Q: 3 clusters Score -775716.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -775726.750000 Penalty: 4595.636719
	Iteration 39Q: 3 clusters Score -775726.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -775734.062500 Penalty: 4595.636719
	Iteration 40F: 3 clusters Score -775734.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -775739.500000 Penalty: 4595.636719
	Iteration 41Q: 3 clusters Score -775739.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -775745.500000 Penalty: 4595.636719
	Iteration 42Q: 3 clusters Score -775745.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -775751.875000 Penalty: 4595.636719
	Iteration 43Q: 3 clusters Score -775751.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -775753.750000 Penalty: 4595.636719
	Iteration 44Q: 3 clusters Score -775753.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -775758.625000 Penalty: 4595.636719
	Iteration 45Q: 3 clusters Score -775758.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -775766.250000 Penalty: 4595.636719
	Iteration 46Q: 3 clusters Score -775766.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -775772.000000 Penalty: 4595.636719
	Iteration 47Q: 3 clusters Score -775772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -775777.812500 Penalty: 4595.636719
	Iteration 48Q: 3 clusters Score -775777.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -775783.312500 Penalty: 4595.636719
	Iteration 49Q: 3 clusters Score -775783.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -775786.812500 Penalty: 4595.636719
	Iteration 50Q: 3 clusters Score -775786.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -775789.750000 Penalty: 4595.636719
	Iteration 51Q: 3 clusters Score -775789.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -775792.000000 Penalty: 4595.636719
	Iteration 52Q: 3 clusters Score -775792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -775794.375000 Penalty: 4595.636719
	Iteration 53Q: 3 clusters Score -775794.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -775796.375000 Penalty: 4595.636719
	Iteration 54Q: 3 clusters Score -775796.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -775802.312500 Penalty: 4595.636719
	Iteration 55Q: 3 clusters Score -775802.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -775803.875000 Penalty: 4595.636719
	Iteration 56Q: 3 clusters Score -775803.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -775808.500000 Penalty: 4595.636719
	Iteration 57Q: 3 clusters Score -775808.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -775809.750000 Penalty: 4595.636719
	Iteration 58Q: 3 clusters Score -775809.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -775812.562500 Penalty: 4595.636719
	Iteration 59Q: 3 clusters Score -775812.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -775813.750000 Penalty: 4595.636719
	Iteration 60F: 3 clusters Score -775813.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -775815.375000 Penalty: 4595.636719
	Iteration 61Q: 3 clusters Score -775815.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -775814.312500 Penalty: 4595.636719
	Iteration 62Q: 3 clusters Score -775814.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -775814.312500 Penalty: 4595.636719
	Iteration 63F: 3 clusters Score -775814.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Entering Unmasked Estep 
Score: -435581.312500 Penalty: 2152.342773
	Iteration 0F: 2 clusters Score -435581.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -430536.437500 Penalty: 4304.685547
	Iteration 0F: 3 clusters Score -430536.4 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -431862.843750 Penalty: 4304.685547
	Iteration 1F: 3 clusters Score -431862.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -432090.187500 Penalty: 4304.685547
	Iteration 2F: 3 clusters Score -432090.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -432242.406250 Penalty: 4304.685547
	Iteration 3Q: 3 clusters Score -432242.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -432348.875000 Penalty: 4304.685547
	Iteration 4Q: 3 clusters Score -432348.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -432425.406250 Penalty: 4304.685547
	Iteration 5Q: 3 clusters Score -432425.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -432474.656250 Penalty: 4304.685547
	Iteration 6Q: 3 clusters Score -432474.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -432514.250000 Penalty: 4304.685547
	Iteration 7Q: 3 clusters Score -432514.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -432552.031250 Penalty: 4304.685547
	Iteration 8Q: 3 clusters Score -432552 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -432584.375000 Penalty: 4304.685547
	Iteration 9Q: 3 clusters Score -432584.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -432614.437500 Penalty: 4304.685547
	Iteration 10Q: 3 clusters Score -432614.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -432654.312500 Penalty: 4304.685547
	Iteration 11Q: 3 clusters Score -432654.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -432693.062500 Penalty: 4304.685547
	Iteration 12Q: 3 clusters Score -432693.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -432729.093750 Penalty: 4304.685547
	Iteration 13Q: 3 clusters Score -432729.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -432768.906250 Penalty: 4304.685547
	Iteration 14Q: 3 clusters Score -432768.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -432811.437500 Penalty: 4304.685547
	Iteration 15Q: 3 clusters Score -432811.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -432853.250000 Penalty: 4304.685547
	Iteration 16Q: 3 clusters Score -432853.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -432899.406250 Penalty: 4304.685547
	Iteration 17Q: 3 clusters Score -432899.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -432941.156250 Penalty: 4304.685547
	Iteration 18Q: 3 clusters Score -432941.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -432990.437500 Penalty: 4304.685547
	Iteration 19Q: 3 clusters Score -432990.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -433038.625000 Penalty: 4304.685547
	Iteration 20F: 3 clusters Score -433038.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -433085.437500 Penalty: 4304.685547
	Iteration 21Q: 3 clusters Score -433085.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -433134.593750 Penalty: 4304.685547
	Iteration 22Q: 3 clusters Score -433134.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -433175.093750 Penalty: 4304.685547
	Iteration 23Q: 3 clusters Score -433175.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -433215.125000 Penalty: 4304.685547
	Iteration 24Q: 3 clusters Score -433215.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -433263.718750 Penalty: 4304.685547
	Iteration 25Q: 3 clusters Score -433263.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -433320.468750 Penalty: 4304.685547
	Iteration 26Q: 3 clusters Score -433320.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -433378.031250 Penalty: 4304.685547
	Iteration 27Q: 3 clusters Score -433378 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -433425.531250 Penalty: 4304.685547
	Iteration 28Q: 3 clusters Score -433425.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -433454.562500 Penalty: 4304.685547
	Iteration 29Q: 3 clusters Score -433454.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -433478.906250 Penalty: 4304.685547
	Iteration 30Q: 3 clusters Score -433478.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -433503.781250 Penalty: 4304.685547
	Iteration 31Q: 3 clusters Score -433503.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -433515.343750 Penalty: 4304.685547
	Iteration 32Q: 3 clusters Score -433515.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -433530.375000 Penalty: 4304.685547
	Iteration 33Q: 3 clusters Score -433530.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -433550.031250 Penalty: 4304.685547
	Iteration 34Q: 3 clusters Score -433550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -433561.781250 Penalty: 4304.685547
	Iteration 35Q: 3 clusters Score -433561.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -433573.062500 Penalty: 4304.685547
	Iteration 36Q: 3 clusters Score -433573.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -433583.625000 Penalty: 4304.685547
	Iteration 37Q: 3 clusters Score -433583.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -433591.656250 Penalty: 4304.685547
	Iteration 38Q: 3 clusters Score -433591.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -433598.531250 Penalty: 4304.685547
	Iteration 39Q: 3 clusters Score -433598.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -433604.812500 Penalty: 4304.685547
	Iteration 40F: 3 clusters Score -433604.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -433614.156250 Penalty: 4304.685547
	Iteration 41Q: 3 clusters Score -433614.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -433622.625000 Penalty: 4304.685547
	Iteration 42Q: 3 clusters Score -433622.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -433628.937500 Penalty: 4304.685547
	Iteration 43Q: 3 clusters Score -433628.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -433638.500000 Penalty: 4304.685547
	Iteration 44Q: 3 clusters Score -433638.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -433643.312500 Penalty: 4304.685547
	Iteration 45Q: 3 clusters Score -433643.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -433644.750000 Penalty: 4304.685547
	Iteration 46Q: 3 clusters Score -433644.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -433648.187500 Penalty: 4304.685547
	Iteration 47Q: 3 clusters Score -433648.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -433652.500000 Penalty: 4304.685547
	Iteration 48Q: 3 clusters Score -433652.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -433653.906250 Penalty: 4304.685547
	Iteration 49Q: 3 clusters Score -433653.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -433653.750000 Penalty: 4304.685547
	Iteration 50Q: 3 clusters Score -433653.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -433653.750000 Penalty: 4304.685547
	Iteration 51F: 3 clusters Score -433653.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Entering Unmasked Estep 
Score: -177528.906250 Penalty: 1947.886475
	Iteration 0F: 2 clusters Score -177528.9 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 1314 members 
Entering Unmasked Estep 
Score: -174613.265625 Penalty: 3895.772949
	Iteration 0F: 3 clusters Score -174613.3 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -175611.515625 Penalty: 3895.772949
	Iteration 1F: 3 clusters Score -175611.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -176614.562500 Penalty: 3895.772949
	Iteration 2F: 3 clusters Score -176614.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -177454.046875 Penalty: 3895.772949
	Iteration 3F: 3 clusters Score -177454 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -177785.578125 Penalty: 3895.772949
	Iteration 4F: 3 clusters Score -177785.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -177937.109375 Penalty: 3895.772949
	Iteration 5Q: 3 clusters Score -177937.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -178071.421875 Penalty: 3895.772949
	Iteration 6Q: 3 clusters Score -178071.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -178189.765625 Penalty: 3895.772949
	Iteration 7Q: 3 clusters Score -178189.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -178269.359375 Penalty: 3895.772949
	Iteration 8Q: 3 clusters Score -178269.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -178321.453125 Penalty: 3895.772949
	Iteration 9Q: 3 clusters Score -178321.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -178364.390625 Penalty: 3895.772949
	Iteration 10Q: 3 clusters Score -178364.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -178394.640625 Penalty: 3895.772949
	Iteration 11Q: 3 clusters Score -178394.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -178439.937500 Penalty: 3895.772949
	Iteration 12Q: 3 clusters Score -178439.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -178482.140625 Penalty: 3895.772949
	Iteration 13Q: 3 clusters Score -178482.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -178512.125000 Penalty: 3895.772949
	Iteration 14Q: 3 clusters Score -178512.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -178523.000000 Penalty: 3895.772949
	Iteration 15Q: 3 clusters Score -178523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -178527.718750 Penalty: 3895.772949
	Iteration 16Q: 3 clusters Score -178527.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -178532.265625 Penalty: 3895.772949
	Iteration 17Q: 3 clusters Score -178532.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -178532.265625 Penalty: 3895.772949
	Iteration 18F: 3 clusters Score -178532.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 207763 members 
Mstep: Class 3 contains 76071 members 
Mstep: Class 4 contains 7214 members 
Mstep: Class 5 contains 207333 members 
Mstep: Class 6 contains 9634 members 
Mstep: Class 7 contains 4685 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80463 members 
Mstep: Class 10 contains 358806 members 
Mstep: Class 11 contains 34792 members 
Mstep: Class 12 contains 4457 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7144 members 
Mstep: Class 15 contains 6484 members 
Mstep: Class 16 contains 125435 members 
Mstep: Class 17 contains 23169 members 
Mstep: Class 18 contains 28416 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10682 members 
Mstep: Class 21 contains 3909 members 
Mstep: Class 22 contains 11465 members 
Mstep: Class 23 contains 10836 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12828 members 
Mstep: Class 26 contains 13788 members 
Mstep: Class 27 contains 16130 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33132 members 
Mstep: Class 30 contains 9443 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2479 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28619 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9533 members 
Mstep: Class 37 contains 3285 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10566 members 
Mstep: Class 40 contains 5877 members 
Mstep: Class 41 contains 2106 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Mstep: Class 45 contains 471 members 
Entering Unmasked Estep 
Score: -102297296.000000 Penalty: 158063.093750
Splitting cluster 41 changes total score from -102297992.000000 to -102297296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -141785.546875 Penalty: 1877.980713
	Iteration 0F: 2 clusters Score -141785.5 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 1008 members 
Entering Unmasked Estep 
Score: -139211.609375 Penalty: 3755.961426
	Iteration 0F: 3 clusters Score -139211.6 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -139632.562500 Penalty: 3755.961426
	Iteration 1F: 3 clusters Score -139632.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -139742.015625 Penalty: 3755.961426
	Iteration 2F: 3 clusters Score -139742 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -139797.703125 Penalty: 3755.961426
	Iteration 3Q: 3 clusters Score -139797.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -139827.406250 Penalty: 3755.961426
	Iteration 4Q: 3 clusters Score -139827.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -139843.500000 Penalty: 3755.961426
	Iteration 5Q: 3 clusters Score -139843.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -139855.593750 Penalty: 3755.961426
	Iteration 6Q: 3 clusters Score -139855.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -139868.031250 Penalty: 3755.961426
	Iteration 7Q: 3 clusters Score -139868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -139877.046875 Penalty: 3755.961426
	Iteration 8Q: 3 clusters Score -139877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -139886.687500 Penalty: 3755.961426
	Iteration 9Q: 3 clusters Score -139886.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -139897.625000 Penalty: 3755.961426
	Iteration 10Q: 3 clusters Score -139897.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -139909.531250 Penalty: 3755.961426
	Iteration 11Q: 3 clusters Score -139909.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -139918.109375 Penalty: 3755.961426
	Iteration 12Q: 3 clusters Score -139918.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -139923.937500 Penalty: 3755.961426
	Iteration 13Q: 3 clusters Score -139923.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -139929.156250 Penalty: 3755.961426
	Iteration 14Q: 3 clusters Score -139929.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -139933.390625 Penalty: 3755.961426
	Iteration 15Q: 3 clusters Score -139933.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -139937.984375 Penalty: 3755.961426
	Iteration 16Q: 3 clusters Score -139938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -139941.359375 Penalty: 3755.961426
	Iteration 17Q: 3 clusters Score -139941.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -139944.406250 Penalty: 3755.961426
	Iteration 18Q: 3 clusters Score -139944.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -139945.984375 Penalty: 3755.961426
	Iteration 19Q: 3 clusters Score -139946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -139949.015625 Penalty: 3755.961426
	Iteration 20F: 3 clusters Score -139949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -139951.843750 Penalty: 3755.961426
	Iteration 21Q: 3 clusters Score -139951.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -139954.203125 Penalty: 3755.961426
	Iteration 22Q: 3 clusters Score -139954.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -139955.390625 Penalty: 3755.961426
	Iteration 23Q: 3 clusters Score -139955.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -139956.500000 Penalty: 3755.961426
	Iteration 24Q: 3 clusters Score -139956.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -139956.734375 Penalty: 3755.961426
	Iteration 25Q: 3 clusters Score -139956.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -139958.781250 Penalty: 3755.961426
	Iteration 26Q: 3 clusters Score -139958.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -139960.484375 Penalty: 3755.961426
	Iteration 27Q: 3 clusters Score -139960.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -139960.484375 Penalty: 3755.961426
	Iteration 28F: 3 clusters Score -139960.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Entering Unmasked Estep 
Score: -110922.867188 Penalty: 1836.562866
	Iteration 0F: 2 clusters Score -110922.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -108527.726562 Penalty: 3673.125732
	Iteration 0F: 3 clusters Score -108527.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -108988.859375 Penalty: 3673.125732
	Iteration 1F: 3 clusters Score -108988.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -109099.437500 Penalty: 3673.125732
	Iteration 2F: 3 clusters Score -109099.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -109147.289062 Penalty: 3673.125732
	Iteration 3Q: 3 clusters Score -109147.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -109190.132812 Penalty: 3673.125732
	Iteration 4Q: 3 clusters Score -109190.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -109212.812500 Penalty: 3673.125732
	Iteration 5Q: 3 clusters Score -109212.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -109230.742188 Penalty: 3673.125732
	Iteration 6Q: 3 clusters Score -109230.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -109246.218750 Penalty: 3673.125732
	Iteration 7Q: 3 clusters Score -109246.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -109257.242188 Penalty: 3673.125732
	Iteration 8Q: 3 clusters Score -109257.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -109262.210938 Penalty: 3673.125732
	Iteration 9Q: 3 clusters Score -109262.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -109267.414062 Penalty: 3673.125732
	Iteration 10Q: 3 clusters Score -109267.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -109274.281250 Penalty: 3673.125732
	Iteration 11Q: 3 clusters Score -109274.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -109283.851562 Penalty: 3673.125732
	Iteration 12Q: 3 clusters Score -109283.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -109294.539062 Penalty: 3673.125732
	Iteration 13Q: 3 clusters Score -109294.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -109299.929688 Penalty: 3673.125732
	Iteration 14Q: 3 clusters Score -109299.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -109303.679688 Penalty: 3673.125732
	Iteration 15Q: 3 clusters Score -109303.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -109307.414062 Penalty: 3673.125732
	Iteration 16Q: 3 clusters Score -109307.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -109313.273438 Penalty: 3673.125732
	Iteration 17Q: 3 clusters Score -109313.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -109317.390625 Penalty: 3673.125732
	Iteration 18Q: 3 clusters Score -109317.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -109319.296875 Penalty: 3673.125732
	Iteration 19Q: 3 clusters Score -109319.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -109322.382812 Penalty: 3673.125732
	Iteration 20F: 3 clusters Score -109322.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -109327.015625 Penalty: 3673.125732
	Iteration 21Q: 3 clusters Score -109327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -109330.578125 Penalty: 3673.125732
	Iteration 22Q: 3 clusters Score -109330.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -109331.226562 Penalty: 3673.125732
	Iteration 23Q: 3 clusters Score -109331.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -109331.226562 Penalty: 3673.125732
	Iteration 24F: 3 clusters Score -109331.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Entering Unmasked Estep 
Score: -187351.765625 Penalty: 1956.585815
	Iteration 0F: 2 clusters Score -187351.8 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 1277 members 
Entering Unmasked Estep 
Score: -184301.515625 Penalty: 3913.171631
	Iteration 0F: 3 clusters Score -184301.5 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -184974.031250 Penalty: 3913.171631
	Iteration 1F: 3 clusters Score -184974 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -185246.031250 Penalty: 3913.171631
	Iteration 2F: 3 clusters Score -185246 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -185465.828125 Penalty: 3913.171631
	Iteration 3F: 3 clusters Score -185465.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -185652.015625 Penalty: 3913.171631
	Iteration 4F: 3 clusters Score -185652 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -185793.625000 Penalty: 3913.171631
	Iteration 5Q: 3 clusters Score -185793.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -185918.031250 Penalty: 3913.171631
	Iteration 6Q: 3 clusters Score -185918 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -186014.843750 Penalty: 3913.171631
	Iteration 7Q: 3 clusters Score -186014.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -186111.421875 Penalty: 3913.171631
	Iteration 8Q: 3 clusters Score -186111.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -186233.343750 Penalty: 3913.171631
	Iteration 9Q: 3 clusters Score -186233.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -186410.906250 Penalty: 3913.171631
	Iteration 10Q: 3 clusters Score -186410.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -186579.406250 Penalty: 3913.171631
	Iteration 11Q: 3 clusters Score -186579.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -186690.140625 Penalty: 3913.171631
	Iteration 12Q: 3 clusters Score -186690.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -186764.343750 Penalty: 3913.171631
	Iteration 13Q: 3 clusters Score -186764.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -186811.578125 Penalty: 3913.171631
	Iteration 14Q: 3 clusters Score -186811.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -186839.468750 Penalty: 3913.171631
	Iteration 15Q: 3 clusters Score -186839.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -186860.234375 Penalty: 3913.171631
	Iteration 16Q: 3 clusters Score -186860.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -186884.640625 Penalty: 3913.171631
	Iteration 17Q: 3 clusters Score -186884.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -186900.281250 Penalty: 3913.171631
	Iteration 18Q: 3 clusters Score -186900.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -186908.140625 Penalty: 3913.171631
	Iteration 19Q: 3 clusters Score -186908.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -186915.078125 Penalty: 3913.171631
	Iteration 20F: 3 clusters Score -186915.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -186917.687500 Penalty: 3913.171631
	Iteration 21Q: 3 clusters Score -186917.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -186919.859375 Penalty: 3913.171631
	Iteration 22Q: 3 clusters Score -186919.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -186922.656250 Penalty: 3913.171631
	Iteration 23Q: 3 clusters Score -186922.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -186922.687500 Penalty: 3913.171631
	Iteration 24Q: 3 clusters Score -186922.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -186923.796875 Penalty: 3913.171631
	Iteration 25Q: 3 clusters Score -186923.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -186923.953125 Penalty: 3913.171631
	Iteration 26Q: 3 clusters Score -186924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -186926.078125 Penalty: 3913.171631
	Iteration 27Q: 3 clusters Score -186926.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -186926.046875 Penalty: 3913.171631
	Iteration 28Q: 3 clusters Score -186926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -186927.609375 Penalty: 3913.171631
	Iteration 29Q: 3 clusters Score -186927.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -186930.000000 Penalty: 3913.171631
	Iteration 30Q: 3 clusters Score -186930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -186931.046875 Penalty: 3913.171631
	Iteration 31Q: 3 clusters Score -186931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -186931.046875 Penalty: 3913.171631
	Iteration 32F: 3 clusters Score -186931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 207763 members 
Mstep: Class 3 contains 76071 members 
Mstep: Class 4 contains 7214 members 
Mstep: Class 5 contains 207333 members 
Mstep: Class 6 contains 9634 members 
Mstep: Class 7 contains 4685 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80463 members 
Mstep: Class 10 contains 358806 members 
Mstep: Class 11 contains 34792 members 
Mstep: Class 12 contains 4457 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7144 members 
Mstep: Class 15 contains 6484 members 
Mstep: Class 16 contains 125435 members 
Mstep: Class 17 contains 23169 members 
Mstep: Class 18 contains 28416 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10682 members 
Mstep: Class 21 contains 3909 members 
Mstep: Class 22 contains 11465 members 
Mstep: Class 23 contains 10836 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12828 members 
Mstep: Class 26 contains 13788 members 
Mstep: Class 27 contains 16130 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33132 members 
Mstep: Class 30 contains 9443 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2479 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28619 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9533 members 
Mstep: Class 37 contains 3285 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10566 members 
Mstep: Class 40 contains 5877 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297976.000000 Penalty: 154550.578125
Iteration 199Q: 45 clusters Score -1.02298e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 207762 members 
Mstep: Class 3 contains 75865 members 
Mstep: Class 4 contains 7208 members 
Mstep: Class 5 contains 207352 members 
Mstep: Class 6 contains 9644 members 
Mstep: Class 7 contains 4686 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80477 members 
Mstep: Class 10 contains 358781 members 
Mstep: Class 11 contains 34889 members 
Mstep: Class 12 contains 4457 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7145 members 
Mstep: Class 15 contains 6483 members 
Mstep: Class 16 contains 125481 members 
Mstep: Class 17 contains 23171 members 
Mstep: Class 18 contains 28415 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10682 members 
Mstep: Class 21 contains 3909 members 
Mstep: Class 22 contains 11486 members 
Mstep: Class 23 contains 10837 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12830 members 
Mstep: Class 26 contains 13787 members 
Mstep: Class 27 contains 16130 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33154 members 
Mstep: Class 30 contains 9443 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 2479 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28625 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9535 members 
Mstep: Class 37 contains 3285 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10561 members 
Mstep: Class 40 contains 5881 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298048.000000 Penalty: 154550.578125
Iteration 200F: 45 clusters Score -1.02298e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 207764 members 
Mstep: Class 3 contains 75637 members 
Mstep: Class 4 contains 7202 members 
Mstep: Class 5 contains 207350 members 
Mstep: Class 6 contains 9659 members 
Mstep: Class 7 contains 4688 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80487 members 
Mstep: Class 10 contains 358770 members 
Mstep: Class 11 contains 34994 members 
Mstep: Class 12 contains 4458 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7146 members 
Mstep: Class 15 contains 6482 members 
Mstep: Class 16 contains 125537 members 
Mstep: Class 17 contains 23180 members 
Mstep: Class 18 contains 28415 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10687 members 
Mstep: Class 21 contains 3909 members 
Mstep: Class 22 contains 11504 members 
Mstep: Class 23 contains 10836 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12830 members 
Mstep: Class 26 contains 13786 members 
Mstep: Class 27 contains 16129 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33175 members 
Mstep: Class 30 contains 9444 members 
Mstep: Class 31 contains 2558 members 
Mstep: Class 32 contains 2479 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28629 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9536 members 
Mstep: Class 37 contains 3286 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10559 members 
Mstep: Class 40 contains 5887 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298056.000000 Penalty: 154550.578125
Iteration 201Q: 45 clusters Score -1.022981e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 207765 members 
Mstep: Class 3 contains 75409 members 
Mstep: Class 4 contains 7196 members 
Mstep: Class 5 contains 207336 members 
Mstep: Class 6 contains 9675 members 
Mstep: Class 7 contains 4690 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80505 members 
Mstep: Class 10 contains 358758 members 
Mstep: Class 11 contains 35118 members 
Mstep: Class 12 contains 4458 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7146 members 
Mstep: Class 15 contains 6482 members 
Mstep: Class 16 contains 125588 members 
Mstep: Class 17 contains 23176 members 
Mstep: Class 18 contains 28414 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10693 members 
Mstep: Class 21 contains 3911 members 
Mstep: Class 22 contains 11530 members 
Mstep: Class 23 contains 10835 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12830 members 
Mstep: Class 26 contains 13784 members 
Mstep: Class 27 contains 16129 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33187 members 
Mstep: Class 30 contains 9446 members 
Mstep: Class 31 contains 2558 members 
Mstep: Class 32 contains 2479 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28634 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9537 members 
Mstep: Class 37 contains 3287 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10559 members 
Mstep: Class 40 contains 5891 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297904.000000 Penalty: 154550.578125
Iteration 202Q: 45 clusters Score -1.022979e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 207762 members 
Mstep: Class 3 contains 75193 members 
Mstep: Class 4 contains 7192 members 
Mstep: Class 5 contains 207330 members 
Mstep: Class 6 contains 9690 members 
Mstep: Class 7 contains 4689 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80517 members 
Mstep: Class 10 contains 358745 members 
Mstep: Class 11 contains 35234 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7141 members 
Mstep: Class 15 contains 6481 members 
Mstep: Class 16 contains 125643 members 
Mstep: Class 17 contains 23169 members 
Mstep: Class 18 contains 28412 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10699 members 
Mstep: Class 21 contains 3911 members 
Mstep: Class 22 contains 11544 members 
Mstep: Class 23 contains 10835 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12830 members 
Mstep: Class 26 contains 13782 members 
Mstep: Class 27 contains 16129 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33209 members 
Mstep: Class 30 contains 9451 members 
Mstep: Class 31 contains 2558 members 
Mstep: Class 32 contains 2479 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28644 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9537 members 
Mstep: Class 37 contains 3290 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10558 members 
Mstep: Class 40 contains 5892 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297952.000000 Penalty: 154550.578125
Iteration 203Q: 45 clusters Score -1.02298e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 207764 members 
Mstep: Class 3 contains 74958 members 
Mstep: Class 4 contains 7190 members 
Mstep: Class 5 contains 207331 members 
Mstep: Class 6 contains 9700 members 
Mstep: Class 7 contains 4688 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80525 members 
Mstep: Class 10 contains 358740 members 
Mstep: Class 11 contains 35365 members 
Mstep: Class 12 contains 4458 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7138 members 
Mstep: Class 15 contains 6479 members 
Mstep: Class 16 contains 125690 members 
Mstep: Class 17 contains 23168 members 
Mstep: Class 18 contains 28409 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10705 members 
Mstep: Class 21 contains 3910 members 
Mstep: Class 22 contains 11571 members 
Mstep: Class 23 contains 10836 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12830 members 
Mstep: Class 26 contains 13779 members 
Mstep: Class 27 contains 16129 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33227 members 
Mstep: Class 30 contains 9452 members 
Mstep: Class 31 contains 2558 members 
Mstep: Class 32 contains 2481 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28649 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9538 members 
Mstep: Class 37 contains 3288 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10557 members 
Mstep: Class 40 contains 5893 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298064.000000 Penalty: 154550.578125
Iteration 204Q: 45 clusters Score -1.022981e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 207765 members 
Mstep: Class 3 contains 74721 members 
Mstep: Class 4 contains 7187 members 
Mstep: Class 5 contains 207324 members 
Mstep: Class 6 contains 9719 members 
Mstep: Class 7 contains 4691 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80529 members 
Mstep: Class 10 contains 358731 members 
Mstep: Class 11 contains 35494 members 
Mstep: Class 12 contains 4458 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7137 members 
Mstep: Class 15 contains 6479 members 
Mstep: Class 16 contains 125732 members 
Mstep: Class 17 contains 23170 members 
Mstep: Class 18 contains 28409 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10714 members 
Mstep: Class 21 contains 3910 members 
Mstep: Class 22 contains 11592 members 
Mstep: Class 23 contains 10836 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12829 members 
Mstep: Class 26 contains 13777 members 
Mstep: Class 27 contains 16129 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33255 members 
Mstep: Class 30 contains 9452 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2480 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28656 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9538 members 
Mstep: Class 37 contains 3286 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10554 members 
Mstep: Class 40 contains 5897 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297984.000000 Penalty: 154550.578125
Iteration 205Q: 45 clusters Score -1.02298e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 207763 members 
Mstep: Class 3 contains 74477 members 
Mstep: Class 4 contains 7187 members 
Mstep: Class 5 contains 207325 members 
Mstep: Class 6 contains 9736 members 
Mstep: Class 7 contains 4695 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80536 members 
Mstep: Class 10 contains 358708 members 
Mstep: Class 11 contains 35635 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7138 members 
Mstep: Class 15 contains 6476 members 
Mstep: Class 16 contains 125775 members 
Mstep: Class 17 contains 23170 members 
Mstep: Class 18 contains 28406 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10725 members 
Mstep: Class 21 contains 3909 members 
Mstep: Class 22 contains 11611 members 
Mstep: Class 23 contains 10836 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12829 members 
Mstep: Class 26 contains 13778 members 
Mstep: Class 27 contains 16128 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33280 members 
Mstep: Class 30 contains 9449 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2480 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28667 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9538 members 
Mstep: Class 37 contains 3285 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10551 members 
Mstep: Class 40 contains 5899 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297864.000000 Penalty: 154550.578125
Iteration 206Q: 45 clusters Score -1.022979e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 207762 members 
Mstep: Class 3 contains 74223 members 
Mstep: Class 4 contains 7185 members 
Mstep: Class 5 contains 207313 members 
Mstep: Class 6 contains 9751 members 
Mstep: Class 7 contains 4695 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80527 members 
Mstep: Class 10 contains 358690 members 
Mstep: Class 11 contains 35797 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7140 members 
Mstep: Class 15 contains 6474 members 
Mstep: Class 16 contains 125822 members 
Mstep: Class 17 contains 23177 members 
Mstep: Class 18 contains 28409 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10724 members 
Mstep: Class 21 contains 3910 members 
Mstep: Class 22 contains 11636 members 
Mstep: Class 23 contains 10836 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12829 members 
Mstep: Class 26 contains 13776 members 
Mstep: Class 27 contains 16130 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33304 members 
Mstep: Class 30 contains 9447 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2480 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28677 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9539 members 
Mstep: Class 37 contains 3284 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10552 members 
Mstep: Class 40 contains 5903 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297904.000000 Penalty: 154550.578125
Iteration 207Q: 45 clusters Score -1.022979e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 207757 members 
Mstep: Class 3 contains 73956 members 
Mstep: Class 4 contains 7183 members 
Mstep: Class 5 contains 207297 members 
Mstep: Class 6 contains 9775 members 
Mstep: Class 7 contains 4695 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80531 members 
Mstep: Class 10 contains 358660 members 
Mstep: Class 11 contains 35977 members 
Mstep: Class 12 contains 4460 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7140 members 
Mstep: Class 15 contains 6472 members 
Mstep: Class 16 contains 125874 members 
Mstep: Class 17 contains 23177 members 
Mstep: Class 18 contains 28409 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10735 members 
Mstep: Class 21 contains 3912 members 
Mstep: Class 22 contains 11659 members 
Mstep: Class 23 contains 10838 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12828 members 
Mstep: Class 26 contains 13777 members 
Mstep: Class 27 contains 16130 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33320 members 
Mstep: Class 30 contains 9446 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2480 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28683 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9539 members 
Mstep: Class 37 contains 3284 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10550 members 
Mstep: Class 40 contains 5906 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297832.000000 Penalty: 154550.578125
Iteration 208Q: 45 clusters Score -1.022978e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 207753 members 
Mstep: Class 3 contains 73671 members 
Mstep: Class 4 contains 7182 members 
Mstep: Class 5 contains 207266 members 
Mstep: Class 6 contains 9791 members 
Mstep: Class 7 contains 4695 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80530 members 
Mstep: Class 10 contains 358654 members 
Mstep: Class 11 contains 36165 members 
Mstep: Class 12 contains 4460 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7139 members 
Mstep: Class 15 contains 6470 members 
Mstep: Class 16 contains 125949 members 
Mstep: Class 17 contains 23177 members 
Mstep: Class 18 contains 28409 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10749 members 
Mstep: Class 21 contains 3912 members 
Mstep: Class 22 contains 11680 members 
Mstep: Class 23 contains 10839 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12828 members 
Mstep: Class 26 contains 13777 members 
Mstep: Class 27 contains 16129 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33339 members 
Mstep: Class 30 contains 9445 members 
Mstep: Class 31 contains 2558 members 
Mstep: Class 32 contains 2480 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28686 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9539 members 
Mstep: Class 37 contains 3283 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10549 members 
Mstep: Class 40 contains 5905 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297776.000000 Penalty: 154550.578125
Iteration 209Q: 45 clusters Score -1.022978e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 207751 members 
Mstep: Class 3 contains 73390 members 
Mstep: Class 4 contains 7178 members 
Mstep: Class 5 contains 207236 members 
Mstep: Class 6 contains 9799 members 
Mstep: Class 7 contains 4697 members 
Mstep: Class 8 contains 1314 members 
Mstep: Class 9 contains 80516 members 
Mstep: Class 10 contains 358643 members 
Mstep: Class 11 contains 36360 members 
Mstep: Class 12 contains 4460 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7143 members 
Mstep: Class 15 contains 6466 members 
Mstep: Class 16 contains 126014 members 
Mstep: Class 17 contains 23181 members 
Mstep: Class 18 contains 28411 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10765 members 
Mstep: Class 21 contains 3913 members 
Mstep: Class 22 contains 11698 members 
Mstep: Class 23 contains 10839 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12828 members 
Mstep: Class 26 contains 13778 members 
Mstep: Class 27 contains 16129 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33367 members 
Mstep: Class 30 contains 9445 members 
Mstep: Class 31 contains 2558 members 
Mstep: Class 32 contains 2480 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28690 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9538 members 
Mstep: Class 37 contains 3281 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10546 members 
Mstep: Class 40 contains 5910 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297760.000000 Penalty: 154550.578125
Iteration 210Q: 45 clusters Score -1.022978e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 207752 members 
Mstep: Class 3 contains 73102 members 
Mstep: Class 4 contains 7174 members 
Mstep: Class 5 contains 207222 members 
Mstep: Class 6 contains 9805 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1314 members 
Mstep: Class 9 contains 80508 members 
Mstep: Class 10 contains 358641 members 
Mstep: Class 11 contains 36539 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7144 members 
Mstep: Class 15 contains 6461 members 
Mstep: Class 16 contains 126076 members 
Mstep: Class 17 contains 23185 members 
Mstep: Class 18 contains 28410 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10775 members 
Mstep: Class 21 contains 3914 members 
Mstep: Class 22 contains 11717 members 
Mstep: Class 23 contains 10839 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12828 members 
Mstep: Class 26 contains 13778 members 
Mstep: Class 27 contains 16130 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33401 members 
Mstep: Class 30 contains 9445 members 
Mstep: Class 31 contains 2558 members 
Mstep: Class 32 contains 2480 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28695 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9537 members 
Mstep: Class 37 contains 3279 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10543 members 
Mstep: Class 40 contains 5914 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297808.000000 Penalty: 154550.578125
Iteration 211Q: 45 clusters Score -1.022978e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 207753 members 
Mstep: Class 3 contains 72819 members 
Mstep: Class 4 contains 7171 members 
Mstep: Class 5 contains 207215 members 
Mstep: Class 6 contains 9816 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1314 members 
Mstep: Class 9 contains 80498 members 
Mstep: Class 10 contains 358629 members 
Mstep: Class 11 contains 36720 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7148 members 
Mstep: Class 15 contains 6452 members 
Mstep: Class 16 contains 126138 members 
Mstep: Class 17 contains 23183 members 
Mstep: Class 18 contains 28410 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10790 members 
Mstep: Class 21 contains 3913 members 
Mstep: Class 22 contains 11738 members 
Mstep: Class 23 contains 10839 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12827 members 
Mstep: Class 26 contains 13780 members 
Mstep: Class 27 contains 16128 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33419 members 
Mstep: Class 30 contains 9448 members 
Mstep: Class 31 contains 2558 members 
Mstep: Class 32 contains 2481 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28696 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9536 members 
Mstep: Class 37 contains 3279 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10545 members 
Mstep: Class 40 contains 5921 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297672.000000 Penalty: 154550.578125
Iteration 212Q: 45 clusters Score -1.022977e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 207754 members 
Mstep: Class 3 contains 72527 members 
Mstep: Class 4 contains 7167 members 
Mstep: Class 5 contains 207188 members 
Mstep: Class 6 contains 9818 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80499 members 
Mstep: Class 10 contains 358615 members 
Mstep: Class 11 contains 36906 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7148 members 
Mstep: Class 15 contains 6448 members 
Mstep: Class 16 contains 126211 members 
Mstep: Class 17 contains 23181 members 
Mstep: Class 18 contains 28413 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10805 members 
Mstep: Class 21 contains 3912 members 
Mstep: Class 22 contains 11761 members 
Mstep: Class 23 contains 10839 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12827 members 
Mstep: Class 26 contains 13780 members 
Mstep: Class 27 contains 16128 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33445 members 
Mstep: Class 30 contains 9447 members 
Mstep: Class 31 contains 2558 members 
Mstep: Class 32 contains 2481 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28705 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9536 members 
Mstep: Class 37 contains 3280 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10543 members 
Mstep: Class 40 contains 5926 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297560.000000 Penalty: 154550.578125
Iteration 213Q: 45 clusters Score -1.022976e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 207754 members 
Mstep: Class 3 contains 72243 members 
Mstep: Class 4 contains 7162 members 
Mstep: Class 5 contains 207162 members 
Mstep: Class 6 contains 9829 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80505 members 
Mstep: Class 10 contains 358605 members 
Mstep: Class 11 contains 37065 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7147 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 126279 members 
Mstep: Class 17 contains 23179 members 
Mstep: Class 18 contains 28413 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10817 members 
Mstep: Class 21 contains 3913 members 
Mstep: Class 22 contains 11779 members 
Mstep: Class 23 contains 10840 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12827 members 
Mstep: Class 26 contains 13779 members 
Mstep: Class 27 contains 16130 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33478 members 
Mstep: Class 30 contains 9448 members 
Mstep: Class 31 contains 2558 members 
Mstep: Class 32 contains 2481 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28718 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9536 members 
Mstep: Class 37 contains 3279 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10546 members 
Mstep: Class 40 contains 5931 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297568.000000 Penalty: 154550.578125
Iteration 214Q: 45 clusters Score -1.022976e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 207753 members 
Mstep: Class 3 contains 71951 members 
Mstep: Class 4 contains 7161 members 
Mstep: Class 5 contains 207145 members 
Mstep: Class 6 contains 9837 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80506 members 
Mstep: Class 10 contains 358587 members 
Mstep: Class 11 contains 37238 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7148 members 
Mstep: Class 15 contains 6444 members 
Mstep: Class 16 contains 126346 members 
Mstep: Class 17 contains 23187 members 
Mstep: Class 18 contains 28413 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10838 members 
Mstep: Class 21 contains 3913 members 
Mstep: Class 22 contains 11794 members 
Mstep: Class 23 contains 10840 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12827 members 
Mstep: Class 26 contains 13779 members 
Mstep: Class 27 contains 16132 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33502 members 
Mstep: Class 30 contains 9448 members 
Mstep: Class 31 contains 2558 members 
Mstep: Class 32 contains 2481 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28731 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9535 members 
Mstep: Class 37 contains 3278 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10540 members 
Mstep: Class 40 contains 5936 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297584.000000 Penalty: 154550.578125
Iteration 215Q: 45 clusters Score -1.022976e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 207757 members 
Mstep: Class 3 contains 71668 members 
Mstep: Class 4 contains 7159 members 
Mstep: Class 5 contains 207120 members 
Mstep: Class 6 contains 9851 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80513 members 
Mstep: Class 10 contains 358578 members 
Mstep: Class 11 contains 37396 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7149 members 
Mstep: Class 15 contains 6442 members 
Mstep: Class 16 contains 126399 members 
Mstep: Class 17 contains 23199 members 
Mstep: Class 18 contains 28412 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10853 members 
Mstep: Class 21 contains 3914 members 
Mstep: Class 22 contains 11811 members 
Mstep: Class 23 contains 10840 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13776 members 
Mstep: Class 27 contains 16133 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33530 members 
Mstep: Class 30 contains 9448 members 
Mstep: Class 31 contains 2558 members 
Mstep: Class 32 contains 2480 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28742 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9535 members 
Mstep: Class 37 contains 3278 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10539 members 
Mstep: Class 40 contains 5940 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297536.000000 Penalty: 154550.578125
Iteration 216Q: 45 clusters Score -1.022975e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 207758 members 
Mstep: Class 3 contains 71405 members 
Mstep: Class 4 contains 7157 members 
Mstep: Class 5 contains 207088 members 
Mstep: Class 6 contains 9853 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80517 members 
Mstep: Class 10 contains 358551 members 
Mstep: Class 11 contains 37580 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7155 members 
Mstep: Class 15 contains 6438 members 
Mstep: Class 16 contains 126443 members 
Mstep: Class 17 contains 23200 members 
Mstep: Class 18 contains 28411 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10871 members 
Mstep: Class 21 contains 3913 members 
Mstep: Class 22 contains 11835 members 
Mstep: Class 23 contains 10841 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13775 members 
Mstep: Class 27 contains 16133 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33556 members 
Mstep: Class 30 contains 9446 members 
Mstep: Class 31 contains 2558 members 
Mstep: Class 32 contains 2480 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28757 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9534 members 
Mstep: Class 37 contains 3278 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10543 members 
Mstep: Class 40 contains 5945 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297616.000000 Penalty: 154550.578125
Iteration 217Q: 45 clusters Score -1.022976e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 207755 members 
Mstep: Class 3 contains 71154 members 
Mstep: Class 4 contains 7157 members 
Mstep: Class 5 contains 207063 members 
Mstep: Class 6 contains 9869 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80518 members 
Mstep: Class 10 contains 358531 members 
Mstep: Class 11 contains 37740 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7159 members 
Mstep: Class 15 contains 6435 members 
Mstep: Class 16 contains 126489 members 
Mstep: Class 17 contains 23194 members 
Mstep: Class 18 contains 28411 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10885 members 
Mstep: Class 21 contains 3912 members 
Mstep: Class 22 contains 11849 members 
Mstep: Class 23 contains 10841 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13774 members 
Mstep: Class 27 contains 16132 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33595 members 
Mstep: Class 30 contains 9451 members 
Mstep: Class 31 contains 2558 members 
Mstep: Class 32 contains 2480 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28764 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9535 members 
Mstep: Class 37 contains 3277 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10542 members 
Mstep: Class 40 contains 5951 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297856.000000 Penalty: 154550.578125
Iteration 218Q: 45 clusters Score -1.022979e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 207755 members 
Mstep: Class 3 contains 70892 members 
Mstep: Class 4 contains 7157 members 
Mstep: Class 5 contains 207047 members 
Mstep: Class 6 contains 9870 members 
Mstep: Class 7 contains 4701 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80520 members 
Mstep: Class 10 contains 358518 members 
Mstep: Class 11 contains 37890 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7165 members 
Mstep: Class 15 contains 6433 members 
Mstep: Class 16 contains 126556 members 
Mstep: Class 17 contains 23186 members 
Mstep: Class 18 contains 28411 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10895 members 
Mstep: Class 21 contains 3910 members 
Mstep: Class 22 contains 11865 members 
Mstep: Class 23 contains 10842 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13773 members 
Mstep: Class 27 contains 16132 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33629 members 
Mstep: Class 30 contains 9452 members 
Mstep: Class 31 contains 2558 members 
Mstep: Class 32 contains 2480 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28771 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9536 members 
Mstep: Class 37 contains 3277 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10543 members 
Mstep: Class 40 contains 5956 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297728.000000 Penalty: 154550.578125
Iteration 219Q: 45 clusters Score -1.022977e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 207755 members 
Mstep: Class 3 contains 70626 members 
Mstep: Class 4 contains 7155 members 
Mstep: Class 5 contains 206997 members 
Mstep: Class 6 contains 9885 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80526 members 
Mstep: Class 10 contains 358503 members 
Mstep: Class 11 contains 38056 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7168 members 
Mstep: Class 15 contains 6432 members 
Mstep: Class 16 contains 126639 members 
Mstep: Class 17 contains 23177 members 
Mstep: Class 18 contains 28411 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10910 members 
Mstep: Class 21 contains 3907 members 
Mstep: Class 22 contains 11883 members 
Mstep: Class 23 contains 10841 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13771 members 
Mstep: Class 27 contains 16133 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33654 members 
Mstep: Class 30 contains 9453 members 
Mstep: Class 31 contains 2558 members 
Mstep: Class 32 contains 2480 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28780 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9536 members 
Mstep: Class 37 contains 3278 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10545 members 
Mstep: Class 40 contains 5958 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297688.000000 Penalty: 154550.578125
Iteration 220F: 45 clusters Score -1.022977e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 207750 members 
Mstep: Class 3 contains 70342 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 206935 members 
Mstep: Class 6 contains 9888 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80536 members 
Mstep: Class 10 contains 358498 members 
Mstep: Class 11 contains 38237 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7172 members 
Mstep: Class 15 contains 6432 members 
Mstep: Class 16 contains 126719 members 
Mstep: Class 17 contains 23177 members 
Mstep: Class 18 contains 28416 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10927 members 
Mstep: Class 21 contains 3910 members 
Mstep: Class 22 contains 11911 members 
Mstep: Class 23 contains 10840 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13770 members 
Mstep: Class 27 contains 16134 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33669 members 
Mstep: Class 30 contains 9453 members 
Mstep: Class 31 contains 2558 members 
Mstep: Class 32 contains 2480 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28794 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9536 members 
Mstep: Class 37 contains 3277 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10545 members 
Mstep: Class 40 contains 5957 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297768.000000 Penalty: 154550.578125
Iteration 221Q: 45 clusters Score -1.022978e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 207748 members 
Mstep: Class 3 contains 70044 members 
Mstep: Class 4 contains 7152 members 
Mstep: Class 5 contains 206885 members 
Mstep: Class 6 contains 9903 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80541 members 
Mstep: Class 10 contains 358503 members 
Mstep: Class 11 contains 38441 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 6431 members 
Mstep: Class 16 contains 126800 members 
Mstep: Class 17 contains 23176 members 
Mstep: Class 18 contains 28417 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10946 members 
Mstep: Class 21 contains 3911 members 
Mstep: Class 22 contains 11937 members 
Mstep: Class 23 contains 10840 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13770 members 
Mstep: Class 27 contains 16135 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33668 members 
Mstep: Class 30 contains 9453 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2480 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28794 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9536 members 
Mstep: Class 37 contains 3277 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10547 members 
Mstep: Class 40 contains 5958 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297880.000000 Penalty: 154550.578125
Iteration 222Q: 45 clusters Score -1.022979e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 207746 members 
Mstep: Class 3 contains 69717 members 
Mstep: Class 4 contains 7145 members 
Mstep: Class 5 contains 206850 members 
Mstep: Class 6 contains 9907 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80557 members 
Mstep: Class 10 contains 358514 members 
Mstep: Class 11 contains 38617 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7175 members 
Mstep: Class 15 contains 6429 members 
Mstep: Class 16 contains 126887 members 
Mstep: Class 17 contains 23176 members 
Mstep: Class 18 contains 28415 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10973 members 
Mstep: Class 21 contains 3913 members 
Mstep: Class 22 contains 11966 members 
Mstep: Class 23 contains 10840 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13770 members 
Mstep: Class 27 contains 16135 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33680 members 
Mstep: Class 30 contains 9453 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2480 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28793 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9535 members 
Mstep: Class 37 contains 3276 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10549 members 
Mstep: Class 40 contains 5962 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297888.000000 Penalty: 154550.578125
Iteration 223Q: 45 clusters Score -1.022979e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 207745 members 
Mstep: Class 3 contains 69329 members 
Mstep: Class 4 contains 7141 members 
Mstep: Class 5 contains 206822 members 
Mstep: Class 6 contains 9916 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80580 members 
Mstep: Class 10 contains 358509 members 
Mstep: Class 11 contains 38812 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7176 members 
Mstep: Class 15 contains 6429 members 
Mstep: Class 16 contains 126997 members 
Mstep: Class 17 contains 23188 members 
Mstep: Class 18 contains 28420 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 10987 members 
Mstep: Class 21 contains 3912 members 
Mstep: Class 22 contains 12001 members 
Mstep: Class 23 contains 10839 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 16137 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33695 members 
Mstep: Class 30 contains 9456 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2480 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28799 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9535 members 
Mstep: Class 37 contains 3276 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10553 members 
Mstep: Class 40 contains 5963 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298048.000000 Penalty: 154550.578125
Iteration 224Q: 45 clusters Score -1.02298e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 207748 members 
Mstep: Class 3 contains 68959 members 
Mstep: Class 4 contains 7138 members 
Mstep: Class 5 contains 206785 members 
Mstep: Class 6 contains 9924 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80603 members 
Mstep: Class 10 contains 358488 members 
Mstep: Class 11 contains 39014 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7177 members 
Mstep: Class 15 contains 6428 members 
Mstep: Class 16 contains 127098 members 
Mstep: Class 17 contains 23193 members 
Mstep: Class 18 contains 28427 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11008 members 
Mstep: Class 21 contains 3912 members 
Mstep: Class 22 contains 12028 members 
Mstep: Class 23 contains 10839 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 16138 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33715 members 
Mstep: Class 30 contains 9459 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2480 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28804 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9537 members 
Mstep: Class 37 contains 3276 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10558 members 
Mstep: Class 40 contains 5964 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298192.000000 Penalty: 154550.578125
Iteration 225Q: 45 clusters Score -1.022982e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 207747 members 
Mstep: Class 3 contains 68642 members 
Mstep: Class 4 contains 7133 members 
Mstep: Class 5 contains 206731 members 
Mstep: Class 6 contains 9924 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80624 members 
Mstep: Class 10 contains 358458 members 
Mstep: Class 11 contains 39200 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7179 members 
Mstep: Class 15 contains 6427 members 
Mstep: Class 16 contains 127209 members 
Mstep: Class 17 contains 23207 members 
Mstep: Class 18 contains 28431 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11026 members 
Mstep: Class 21 contains 3908 members 
Mstep: Class 22 contains 12048 members 
Mstep: Class 23 contains 10840 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12825 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 16140 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33738 members 
Mstep: Class 30 contains 9461 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2480 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28810 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9539 members 
Mstep: Class 37 contains 3276 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10558 members 
Mstep: Class 40 contains 5965 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298104.000000 Penalty: 154550.578125
Iteration 226Q: 45 clusters Score -1.022981e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 207748 members 
Mstep: Class 3 contains 68317 members 
Mstep: Class 4 contains 7126 members 
Mstep: Class 5 contains 206682 members 
Mstep: Class 6 contains 9933 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80656 members 
Mstep: Class 10 contains 358426 members 
Mstep: Class 11 contains 39394 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7178 members 
Mstep: Class 15 contains 6426 members 
Mstep: Class 16 contains 127318 members 
Mstep: Class 17 contains 23225 members 
Mstep: Class 18 contains 28431 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11036 members 
Mstep: Class 21 contains 3908 members 
Mstep: Class 22 contains 12058 members 
Mstep: Class 23 contains 10842 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12825 members 
Mstep: Class 26 contains 13765 members 
Mstep: Class 27 contains 16140 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33761 members 
Mstep: Class 30 contains 9465 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2480 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28812 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9540 members 
Mstep: Class 37 contains 3276 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10557 members 
Mstep: Class 40 contains 5966 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298248.000000 Penalty: 154550.578125
Iteration 227Q: 45 clusters Score -1.022982e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 207749 members 
Mstep: Class 3 contains 67971 members 
Mstep: Class 4 contains 7124 members 
Mstep: Class 5 contains 206588 members 
Mstep: Class 6 contains 9935 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80684 members 
Mstep: Class 10 contains 358412 members 
Mstep: Class 11 contains 39616 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7178 members 
Mstep: Class 15 contains 6426 members 
Mstep: Class 16 contains 127423 members 
Mstep: Class 17 contains 23251 members 
Mstep: Class 18 contains 28436 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11052 members 
Mstep: Class 21 contains 3906 members 
Mstep: Class 22 contains 12069 members 
Mstep: Class 23 contains 10841 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16141 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33800 members 
Mstep: Class 30 contains 9464 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2480 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28818 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9541 members 
Mstep: Class 37 contains 3275 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10556 members 
Mstep: Class 40 contains 5968 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298304.000000 Penalty: 154550.578125
Iteration 228Q: 45 clusters Score -1.022983e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 207748 members 
Mstep: Class 3 contains 67627 members 
Mstep: Class 4 contains 7121 members 
Mstep: Class 5 contains 206527 members 
Mstep: Class 6 contains 9940 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80713 members 
Mstep: Class 10 contains 358380 members 
Mstep: Class 11 contains 39847 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7182 members 
Mstep: Class 15 contains 6426 members 
Mstep: Class 16 contains 127512 members 
Mstep: Class 17 contains 23270 members 
Mstep: Class 18 contains 28438 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11068 members 
Mstep: Class 21 contains 3908 members 
Mstep: Class 22 contains 12085 members 
Mstep: Class 23 contains 10840 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13761 members 
Mstep: Class 27 contains 16143 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33822 members 
Mstep: Class 30 contains 9464 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2480 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28823 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9542 members 
Mstep: Class 37 contains 3275 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10557 members 
Mstep: Class 40 contains 5970 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298368.000000 Penalty: 154550.578125
Iteration 229Q: 45 clusters Score -1.022984e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 207746 members 
Mstep: Class 3 contains 67319 members 
Mstep: Class 4 contains 7120 members 
Mstep: Class 5 contains 206487 members 
Mstep: Class 6 contains 9946 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80728 members 
Mstep: Class 10 contains 358345 members 
Mstep: Class 11 contains 40067 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 7185 members 
Mstep: Class 15 contains 6426 members 
Mstep: Class 16 contains 127588 members 
Mstep: Class 17 contains 23281 members 
Mstep: Class 18 contains 28435 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11088 members 
Mstep: Class 21 contains 3910 members 
Mstep: Class 22 contains 12108 members 
Mstep: Class 23 contains 10839 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13760 members 
Mstep: Class 27 contains 16145 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33825 members 
Mstep: Class 30 contains 9463 members 
Mstep: Class 31 contains 2556 members 
Mstep: Class 32 contains 2480 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28827 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9545 members 
Mstep: Class 37 contains 3274 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10563 members 
Mstep: Class 40 contains 5972 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298248.000000 Penalty: 154550.578125
Iteration 230Q: 45 clusters Score -1.022982e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 207746 members 
Mstep: Class 3 contains 67029 members 
Mstep: Class 4 contains 7118 members 
Mstep: Class 5 contains 206439 members 
Mstep: Class 6 contains 9951 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80740 members 
Mstep: Class 10 contains 358327 members 
Mstep: Class 11 contains 40259 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7186 members 
Mstep: Class 15 contains 6426 members 
Mstep: Class 16 contains 127660 members 
Mstep: Class 17 contains 23298 members 
Mstep: Class 18 contains 28432 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11103 members 
Mstep: Class 21 contains 3910 members 
Mstep: Class 22 contains 12125 members 
Mstep: Class 23 contains 10839 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13759 members 
Mstep: Class 27 contains 16145 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33846 members 
Mstep: Class 30 contains 9461 members 
Mstep: Class 31 contains 2556 members 
Mstep: Class 32 contains 2481 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28833 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 9548 members 
Mstep: Class 37 contains 3270 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10568 members 
Mstep: Class 40 contains 5972 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298432.000000 Penalty: 154550.578125
Iteration 231Q: 45 clusters Score -1.022984e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 207749 members 
Mstep: Class 3 contains 66776 members 
Mstep: Class 4 contains 7114 members 
Mstep: Class 5 contains 206389 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80750 members 
Mstep: Class 10 contains 358309 members 
Mstep: Class 11 contains 40439 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7186 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 127735 members 
Mstep: Class 17 contains 23306 members 
Mstep: Class 18 contains 28433 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11113 members 
Mstep: Class 21 contains 3910 members 
Mstep: Class 22 contains 12136 members 
Mstep: Class 23 contains 10840 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13759 members 
Mstep: Class 27 contains 16144 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33851 members 
Mstep: Class 30 contains 9461 members 
Mstep: Class 31 contains 2556 members 
Mstep: Class 32 contains 2481 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28842 members 
Mstep: Class 35 contains 2576 members 
Mstep: Class 36 contains 9549 members 
Mstep: Class 37 contains 3269 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10573 members 
Mstep: Class 40 contains 5973 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298544.000000 Penalty: 154550.578125
Iteration 232Q: 45 clusters Score -1.022985e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 207752 members 
Mstep: Class 3 contains 66502 members 
Mstep: Class 4 contains 7107 members 
Mstep: Class 5 contains 206345 members 
Mstep: Class 6 contains 9969 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80770 members 
Mstep: Class 10 contains 358294 members 
Mstep: Class 11 contains 40599 members 
Mstep: Class 12 contains 4466 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7186 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 127826 members 
Mstep: Class 17 contains 23317 members 
Mstep: Class 18 contains 28435 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11127 members 
Mstep: Class 21 contains 3909 members 
Mstep: Class 22 contains 12154 members 
Mstep: Class 23 contains 10840 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12825 members 
Mstep: Class 26 contains 13759 members 
Mstep: Class 27 contains 16146 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33852 members 
Mstep: Class 30 contains 9463 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2481 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28848 members 
Mstep: Class 35 contains 2576 members 
Mstep: Class 36 contains 9549 members 
Mstep: Class 37 contains 3264 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10574 members 
Mstep: Class 40 contains 5976 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298672.000000 Penalty: 154550.578125
Iteration 233Q: 45 clusters Score -1.022987e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 207754 members 
Mstep: Class 3 contains 66233 members 
Mstep: Class 4 contains 7105 members 
Mstep: Class 5 contains 206301 members 
Mstep: Class 6 contains 9975 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80780 members 
Mstep: Class 10 contains 358267 members 
Mstep: Class 11 contains 40775 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7187 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 127912 members 
Mstep: Class 17 contains 23328 members 
Mstep: Class 18 contains 28432 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11143 members 
Mstep: Class 21 contains 3910 members 
Mstep: Class 22 contains 12177 members 
Mstep: Class 23 contains 10840 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13759 members 
Mstep: Class 27 contains 16146 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33850 members 
Mstep: Class 30 contains 9466 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2481 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28857 members 
Mstep: Class 35 contains 2575 members 
Mstep: Class 36 contains 9550 members 
Mstep: Class 37 contains 3263 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10577 members 
Mstep: Class 40 contains 5976 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298632.000000 Penalty: 154550.578125
Iteration 234Q: 45 clusters Score -1.022986e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 207756 members 
Mstep: Class 3 contains 65954 members 
Mstep: Class 4 contains 7098 members 
Mstep: Class 5 contains 206249 members 
Mstep: Class 6 contains 9978 members 
Mstep: Class 7 contains 4706 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80786 members 
Mstep: Class 10 contains 358241 members 
Mstep: Class 11 contains 40959 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7188 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 128015 members 
Mstep: Class 17 contains 23342 members 
Mstep: Class 18 contains 28429 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11165 members 
Mstep: Class 21 contains 3910 members 
Mstep: Class 22 contains 12203 members 
Mstep: Class 23 contains 10839 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13760 members 
Mstep: Class 27 contains 16147 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33848 members 
Mstep: Class 30 contains 9466 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2481 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28859 members 
Mstep: Class 35 contains 2575 members 
Mstep: Class 36 contains 9553 members 
Mstep: Class 37 contains 3263 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10578 members 
Mstep: Class 40 contains 5977 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298648.000000 Penalty: 154550.578125
Iteration 235Q: 45 clusters Score -1.022986e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 207757 members 
Mstep: Class 3 contains 65657 members 
Mstep: Class 4 contains 7094 members 
Mstep: Class 5 contains 206168 members 
Mstep: Class 6 contains 9983 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80801 members 
Mstep: Class 10 contains 358239 members 
Mstep: Class 11 contains 41160 members 
Mstep: Class 12 contains 4466 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7190 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 128125 members 
Mstep: Class 17 contains 23352 members 
Mstep: Class 18 contains 28428 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11184 members 
Mstep: Class 21 contains 3909 members 
Mstep: Class 22 contains 12212 members 
Mstep: Class 23 contains 10839 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13760 members 
Mstep: Class 27 contains 16147 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33860 members 
Mstep: Class 30 contains 9460 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2482 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28860 members 
Mstep: Class 35 contains 2575 members 
Mstep: Class 36 contains 9557 members 
Mstep: Class 37 contains 3263 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10579 members 
Mstep: Class 40 contains 5977 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298704.000000 Penalty: 154550.578125
Iteration 236Q: 45 clusters Score -1.022987e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 207754 members 
Mstep: Class 3 contains 65367 members 
Mstep: Class 4 contains 7088 members 
Mstep: Class 5 contains 206108 members 
Mstep: Class 6 contains 9998 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80817 members 
Mstep: Class 10 contains 358243 members 
Mstep: Class 11 contains 41341 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7188 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 128218 members 
Mstep: Class 17 contains 23365 members 
Mstep: Class 18 contains 28428 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11206 members 
Mstep: Class 21 contains 3909 members 
Mstep: Class 22 contains 12217 members 
Mstep: Class 23 contains 10837 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13760 members 
Mstep: Class 27 contains 16147 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33878 members 
Mstep: Class 30 contains 9457 members 
Mstep: Class 31 contains 2554 members 
Mstep: Class 32 contains 2482 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28854 members 
Mstep: Class 35 contains 2575 members 
Mstep: Class 36 contains 9558 members 
Mstep: Class 37 contains 3263 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10588 members 
Mstep: Class 40 contains 5977 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298672.000000 Penalty: 154550.578125
Iteration 237Q: 45 clusters Score -1.022987e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 207756 members 
Mstep: Class 3 contains 65095 members 
Mstep: Class 4 contains 7081 members 
Mstep: Class 5 contains 206046 members 
Mstep: Class 6 contains 10016 members 
Mstep: Class 7 contains 4701 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80832 members 
Mstep: Class 10 contains 358243 members 
Mstep: Class 11 contains 41517 members 
Mstep: Class 12 contains 4468 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7189 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 128299 members 
Mstep: Class 17 contains 23375 members 
Mstep: Class 18 contains 28429 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11218 members 
Mstep: Class 21 contains 3911 members 
Mstep: Class 22 contains 12223 members 
Mstep: Class 23 contains 10839 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13760 members 
Mstep: Class 27 contains 16145 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33889 members 
Mstep: Class 30 contains 9457 members 
Mstep: Class 31 contains 2554 members 
Mstep: Class 32 contains 2482 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28856 members 
Mstep: Class 35 contains 2575 members 
Mstep: Class 36 contains 9559 members 
Mstep: Class 37 contains 3263 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10593 members 
Mstep: Class 40 contains 5977 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298992.000000 Penalty: 154550.578125
Iteration 238Q: 45 clusters Score -1.02299e+08 nChanged 734
Entering ConstructFrom: 
Score: -102298992.000000 Penalty: 154550.578125
Entering ConstructFrom: 
Trying to split cluster 1 (18508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Entering Unmasked Estep 
Score: -1214383.500000 Penalty: 2436.837646
	Iteration 0F: 2 clusters Score -1214384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1201283.125000 Penalty: 4873.675293
	Iteration 0F: 3 clusters Score -1201283 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1205883.000000 Penalty: 4873.675293
	Iteration 1F: 3 clusters Score -1205883 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1206470.750000 Penalty: 4873.675293
	Iteration 2F: 3 clusters Score -1206471 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1207016.375000 Penalty: 4873.675293
	Iteration 3F: 3 clusters Score -1207016 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1207573.500000 Penalty: 4873.675293
	Iteration 4F: 3 clusters Score -1207574 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1208139.375000 Penalty: 4873.675293
	Iteration 5F: 3 clusters Score -1208139 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1208655.250000 Penalty: 4873.675293
	Iteration 6F: 3 clusters Score -1208655 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1209060.125000 Penalty: 4873.675293
	Iteration 7Q: 3 clusters Score -1209060 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1209377.625000 Penalty: 4873.675293
	Iteration 8Q: 3 clusters Score -1209378 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1209669.500000 Penalty: 4873.675293
	Iteration 9Q: 3 clusters Score -1209670 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1209918.875000 Penalty: 4873.675293
	Iteration 10Q: 3 clusters Score -1209919 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1210101.000000 Penalty: 4873.675293
	Iteration 11Q: 3 clusters Score -1210101 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1210247.250000 Penalty: 4873.675293
	Iteration 12Q: 3 clusters Score -1210247 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1210349.625000 Penalty: 4873.675293
	Iteration 13Q: 3 clusters Score -1210350 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1210421.125000 Penalty: 4873.675293
	Iteration 14Q: 3 clusters Score -1210421 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1210478.000000 Penalty: 4873.675293
	Iteration 15Q: 3 clusters Score -1210478 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1210518.375000 Penalty: 4873.675293
	Iteration 16Q: 3 clusters Score -1210518 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1210555.375000 Penalty: 4873.675293
	Iteration 17Q: 3 clusters Score -1210555 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1210591.000000 Penalty: 4873.675293
	Iteration 18Q: 3 clusters Score -1210591 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1210633.750000 Penalty: 4873.675293
	Iteration 19Q: 3 clusters Score -1210634 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1210653.375000 Penalty: 4873.675293
	Iteration 20F: 3 clusters Score -1210653 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1210688.875000 Penalty: 4873.675293
	Iteration 21Q: 3 clusters Score -1210689 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1210714.125000 Penalty: 4873.675293
	Iteration 22Q: 3 clusters Score -1210714 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1210734.250000 Penalty: 4873.675293
	Iteration 23Q: 3 clusters Score -1210734 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1210753.250000 Penalty: 4873.675293
	Iteration 24Q: 3 clusters Score -1210753 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1210766.750000 Penalty: 4873.675293
	Iteration 25Q: 3 clusters Score -1210767 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1210782.375000 Penalty: 4873.675293
	Iteration 26Q: 3 clusters Score -1210782 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1210796.250000 Penalty: 4873.675293
	Iteration 27Q: 3 clusters Score -1210796 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1210810.750000 Penalty: 4873.675293
	Iteration 28Q: 3 clusters Score -1210811 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1210831.625000 Penalty: 4873.675293
	Iteration 29Q: 3 clusters Score -1210832 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1210855.750000 Penalty: 4873.675293
	Iteration 30Q: 3 clusters Score -1210856 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1210883.250000 Penalty: 4873.675293
	Iteration 31Q: 3 clusters Score -1210883 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1210907.875000 Penalty: 4873.675293
	Iteration 32Q: 3 clusters Score -1210908 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1210935.250000 Penalty: 4873.675293
	Iteration 33Q: 3 clusters Score -1210935 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1210957.750000 Penalty: 4873.675293
	Iteration 34Q: 3 clusters Score -1210958 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1210984.250000 Penalty: 4873.675293
	Iteration 35Q: 3 clusters Score -1210984 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1211018.500000 Penalty: 4873.675293
	Iteration 36Q: 3 clusters Score -1211018 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1211054.250000 Penalty: 4873.675293
	Iteration 37Q: 3 clusters Score -1211054 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1211092.125000 Penalty: 4873.675293
	Iteration 38Q: 3 clusters Score -1211092 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1211133.375000 Penalty: 4873.675293
	Iteration 39Q: 3 clusters Score -1211133 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1211177.000000 Penalty: 4873.675293
	Iteration 40F: 3 clusters Score -1211177 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1211220.125000 Penalty: 4873.675293
	Iteration 41Q: 3 clusters Score -1211220 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1211253.750000 Penalty: 4873.675293
	Iteration 42Q: 3 clusters Score -1211254 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1211298.250000 Penalty: 4873.675293
	Iteration 43Q: 3 clusters Score -1211298 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1211330.625000 Penalty: 4873.675293
	Iteration 44Q: 3 clusters Score -1211331 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1211365.375000 Penalty: 4873.675293
	Iteration 45Q: 3 clusters Score -1211365 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1211393.000000 Penalty: 4873.675293
	Iteration 46Q: 3 clusters Score -1211393 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1211418.875000 Penalty: 4873.675293
	Iteration 47Q: 3 clusters Score -1211419 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1211440.875000 Penalty: 4873.675293
	Iteration 48Q: 3 clusters Score -1211441 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1211466.125000 Penalty: 4873.675293
	Iteration 49Q: 3 clusters Score -1211466 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1211480.125000 Penalty: 4873.675293
	Iteration 50Q: 3 clusters Score -1211480 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1211504.250000 Penalty: 4873.675293
	Iteration 51Q: 3 clusters Score -1211504 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1211516.500000 Penalty: 4873.675293
	Iteration 52Q: 3 clusters Score -1211516 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1211527.875000 Penalty: 4873.675293
	Iteration 53Q: 3 clusters Score -1211528 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1211539.250000 Penalty: 4873.675293
	Iteration 54Q: 3 clusters Score -1211539 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1211549.250000 Penalty: 4873.675293
	Iteration 55Q: 3 clusters Score -1211549 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1211552.125000 Penalty: 4873.675293
	Iteration 56Q: 3 clusters Score -1211552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1211560.250000 Penalty: 4873.675293
	Iteration 57Q: 3 clusters Score -1211560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1211569.125000 Penalty: 4873.675293
	Iteration 58Q: 3 clusters Score -1211569 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1211574.375000 Penalty: 4873.675293
	Iteration 59Q: 3 clusters Score -1211574 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1211586.375000 Penalty: 4873.675293
	Iteration 60F: 3 clusters Score -1211586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1211588.250000 Penalty: 4873.675293
	Iteration 61Q: 3 clusters Score -1211588 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1211593.625000 Penalty: 4873.675293
	Iteration 62Q: 3 clusters Score -1211594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1211602.000000 Penalty: 4873.675293
	Iteration 63Q: 3 clusters Score -1211602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1211602.375000 Penalty: 4873.675293
	Iteration 64Q: 3 clusters Score -1211602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1211611.375000 Penalty: 4873.675293
	Iteration 65Q: 3 clusters Score -1211611 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1211619.750000 Penalty: 4873.675293
	Iteration 66Q: 3 clusters Score -1211620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1211620.125000 Penalty: 4873.675293
	Iteration 67Q: 3 clusters Score -1211620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1211625.750000 Penalty: 4873.675293
	Iteration 68Q: 3 clusters Score -1211626 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1211631.125000 Penalty: 4873.675293
	Iteration 69Q: 3 clusters Score -1211631 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1211638.750000 Penalty: 4873.675293
	Iteration 70Q: 3 clusters Score -1211639 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1211652.375000 Penalty: 4873.675293
	Iteration 71Q: 3 clusters Score -1211652 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1211654.500000 Penalty: 4873.675293
	Iteration 72Q: 3 clusters Score -1211654 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1211665.125000 Penalty: 4873.675293
	Iteration 73Q: 3 clusters Score -1211665 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1211671.875000 Penalty: 4873.675293
	Iteration 74Q: 3 clusters Score -1211672 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1211683.125000 Penalty: 4873.675293
	Iteration 75Q: 3 clusters Score -1211683 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1211687.000000 Penalty: 4873.675293
	Iteration 76Q: 3 clusters Score -1211687 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1211692.250000 Penalty: 4873.675293
	Iteration 77Q: 3 clusters Score -1211692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1211700.875000 Penalty: 4873.675293
	Iteration 78Q: 3 clusters Score -1211701 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1211699.250000 Penalty: 4873.675293
	Iteration 79Q: 3 clusters Score -1211699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1211703.625000 Penalty: 4873.675293
	Iteration 80F: 3 clusters Score -1211704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1211707.375000 Penalty: 4873.675293
	Iteration 81Q: 3 clusters Score -1211707 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1211708.625000 Penalty: 4873.675293
	Iteration 82Q: 3 clusters Score -1211709 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1211716.375000 Penalty: 4873.675293
	Iteration 83Q: 3 clusters Score -1211716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1211723.250000 Penalty: 4873.675293
	Iteration 84Q: 3 clusters Score -1211723 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1211726.875000 Penalty: 4873.675293
	Iteration 85Q: 3 clusters Score -1211727 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1211729.500000 Penalty: 4873.675293
	Iteration 86Q: 3 clusters Score -1211730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1211732.125000 Penalty: 4873.675293
	Iteration 87Q: 3 clusters Score -1211732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1211735.750000 Penalty: 4873.675293
	Iteration 88Q: 3 clusters Score -1211736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1211737.375000 Penalty: 4873.675293
	Iteration 89Q: 3 clusters Score -1211737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1211739.000000 Penalty: 4873.675293
	Iteration 90Q: 3 clusters Score -1211739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1211741.625000 Penalty: 4873.675293
	Iteration 91Q: 3 clusters Score -1211742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1211743.375000 Penalty: 4873.675293
	Iteration 92Q: 3 clusters Score -1211743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1211744.875000 Penalty: 4873.675293
	Iteration 93Q: 3 clusters Score -1211745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1211747.125000 Penalty: 4873.675293
	Iteration 94Q: 3 clusters Score -1211747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1211748.375000 Penalty: 4873.675293
	Iteration 95Q: 3 clusters Score -1211748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1211751.000000 Penalty: 4873.675293
	Iteration 96Q: 3 clusters Score -1211751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1211750.125000 Penalty: 4873.675293
	Iteration 97Q: 3 clusters Score -1211750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1211754.875000 Penalty: 4873.675293
	Iteration 98Q: 3 clusters Score -1211755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1211753.500000 Penalty: 4873.675293
	Iteration 99Q: 3 clusters Score -1211754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1211756.125000 Penalty: 4873.675293
	Iteration 100F: 3 clusters Score -1211756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1211751.250000 Penalty: 4873.675293
	Iteration 101Q: 3 clusters Score -1211751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1211751.500000 Penalty: 4873.675293
	Iteration 102Q: 3 clusters Score -1211752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1211752.125000 Penalty: 4873.675293
	Iteration 103Q: 3 clusters Score -1211752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1211753.375000 Penalty: 4873.675293
	Iteration 104Q: 3 clusters Score -1211753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1211758.625000 Penalty: 4873.675293
	Iteration 105Q: 3 clusters Score -1211759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1211753.750000 Penalty: 4873.675293
	Iteration 106Q: 3 clusters Score -1211754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1211752.875000 Penalty: 4873.675293
	Iteration 107Q: 3 clusters Score -1211753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1211753.875000 Penalty: 4873.675293
	Iteration 108Q: 3 clusters Score -1211754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1211756.625000 Penalty: 4873.675293
	Iteration 109Q: 3 clusters Score -1211757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1211757.750000 Penalty: 4873.675293
	Iteration 110Q: 3 clusters Score -1211758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1211761.000000 Penalty: 4873.675293
	Iteration 111Q: 3 clusters Score -1211761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1211762.625000 Penalty: 4873.675293
	Iteration 112Q: 3 clusters Score -1211763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1211763.625000 Penalty: 4873.675293
	Iteration 113Q: 3 clusters Score -1211764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1211765.125000 Penalty: 4873.675293
	Iteration 114Q: 3 clusters Score -1211765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1211763.625000 Penalty: 4873.675293
	Iteration 115Q: 3 clusters Score -1211764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1211764.125000 Penalty: 4873.675293
	Iteration 116Q: 3 clusters Score -1211764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1211765.625000 Penalty: 4873.675293
	Iteration 117Q: 3 clusters Score -1211766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1211768.250000 Penalty: 4873.675293
	Iteration 118Q: 3 clusters Score -1211768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1211768.125000 Penalty: 4873.675293
	Iteration 119Q: 3 clusters Score -1211768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1211766.750000 Penalty: 4873.675293
	Iteration 120F: 3 clusters Score -1211767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1211769.125000 Penalty: 4873.675293
	Iteration 121Q: 3 clusters Score -1211769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1211768.750000 Penalty: 4873.675293
	Iteration 122Q: 3 clusters Score -1211769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1211768.375000 Penalty: 4873.675293
	Iteration 123Q: 3 clusters Score -1211768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1211768.500000 Penalty: 4873.675293
	Iteration 124Q: 3 clusters Score -1211768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1211769.750000 Penalty: 4873.675293
	Iteration 125Q: 3 clusters Score -1211770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1211768.125000 Penalty: 4873.675293
	Iteration 126Q: 3 clusters Score -1211768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1211769.250000 Penalty: 4873.675293
	Iteration 127Q: 3 clusters Score -1211769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1211769.250000 Penalty: 4873.675293
	Iteration 128Q: 3 clusters Score -1211769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1211769.500000 Penalty: 4873.675293
	Iteration 129Q: 3 clusters Score -1211770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1211772.750000 Penalty: 4873.675293
	Iteration 130Q: 3 clusters Score -1211773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1211775.125000 Penalty: 4873.675293
	Iteration 131Q: 3 clusters Score -1211775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1211776.500000 Penalty: 4873.675293
	Iteration 132Q: 3 clusters Score -1211776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1211776.250000 Penalty: 4873.675293
	Iteration 133Q: 3 clusters Score -1211776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1211775.000000 Penalty: 4873.675293
	Iteration 134Q: 3 clusters Score -1211775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1211778.750000 Penalty: 4873.675293
	Iteration 135Q: 3 clusters Score -1211779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1211777.375000 Penalty: 4873.675293
	Iteration 136Q: 3 clusters Score -1211777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1211783.500000 Penalty: 4873.675293
	Iteration 137Q: 3 clusters Score -1211784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1211783.125000 Penalty: 4873.675293
	Iteration 138Q: 3 clusters Score -1211783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1211784.750000 Penalty: 4873.675293
	Iteration 139Q: 3 clusters Score -1211785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1211787.125000 Penalty: 4873.675293
	Iteration 140F: 3 clusters Score -1211787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1211787.375000 Penalty: 4873.675293
	Iteration 141Q: 3 clusters Score -1211787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1211785.250000 Penalty: 4873.675293
	Iteration 142Q: 3 clusters Score -1211785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1211789.250000 Penalty: 4873.675293
	Iteration 143Q: 3 clusters Score -1211789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1211786.500000 Penalty: 4873.675293
	Iteration 144Q: 3 clusters Score -1211786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1211787.500000 Penalty: 4873.675293
	Iteration 145Q: 3 clusters Score -1211788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1211790.500000 Penalty: 4873.675293
	Iteration 146Q: 3 clusters Score -1211790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1211790.125000 Penalty: 4873.675293
	Iteration 147Q: 3 clusters Score -1211790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1211792.875000 Penalty: 4873.675293
	Iteration 148Q: 3 clusters Score -1211793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1211796.875000 Penalty: 4873.675293
	Iteration 149Q: 3 clusters Score -1211797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1211796.125000 Penalty: 4873.675293
	Iteration 150Q: 3 clusters Score -1211796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1211795.625000 Penalty: 4873.675293
	Iteration 151Q: 3 clusters Score -1211796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1211798.000000 Penalty: 4873.675293
	Iteration 152Q: 3 clusters Score -1211798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1211801.000000 Penalty: 4873.675293
	Iteration 153Q: 3 clusters Score -1211801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1211802.625000 Penalty: 4873.675293
	Iteration 154Q: 3 clusters Score -1211803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1211802.000000 Penalty: 4873.675293
	Iteration 155Q: 3 clusters Score -1211802 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1211800.000000 Penalty: 4873.675293
	Iteration 156Q: 3 clusters Score -1211800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1211803.875000 Penalty: 4873.675293
	Iteration 157Q: 3 clusters Score -1211804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1211802.875000 Penalty: 4873.675293
	Iteration 158Q: 3 clusters Score -1211803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1211801.375000 Penalty: 4873.675293
	Iteration 159Q: 3 clusters Score -1211801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1211803.125000 Penalty: 4873.675293
	Iteration 160F: 3 clusters Score -1211803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1211806.750000 Penalty: 4873.675293
	Iteration 161Q: 3 clusters Score -1211807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1211807.750000 Penalty: 4873.675293
	Iteration 162Q: 3 clusters Score -1211808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1211810.125000 Penalty: 4873.675293
	Iteration 163Q: 3 clusters Score -1211810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1211809.750000 Penalty: 4873.675293
	Iteration 164Q: 3 clusters Score -1211810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1211811.000000 Penalty: 4873.675293
	Iteration 165Q: 3 clusters Score -1211811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1211813.000000 Penalty: 4873.675293
	Iteration 166Q: 3 clusters Score -1211813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1211812.625000 Penalty: 4873.675293
	Iteration 167Q: 3 clusters Score -1211813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1211817.000000 Penalty: 4873.675293
	Iteration 168Q: 3 clusters Score -1211817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1211818.125000 Penalty: 4873.675293
	Iteration 169Q: 3 clusters Score -1211818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1211823.125000 Penalty: 4873.675293
	Iteration 170Q: 3 clusters Score -1211823 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1211826.250000 Penalty: 4873.675293
	Iteration 171Q: 3 clusters Score -1211826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1211832.125000 Penalty: 4873.675293
	Iteration 172Q: 3 clusters Score -1211832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1211834.500000 Penalty: 4873.675293
	Iteration 173Q: 3 clusters Score -1211834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1211838.875000 Penalty: 4873.675293
	Iteration 174Q: 3 clusters Score -1211839 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1211840.125000 Penalty: 4873.675293
	Iteration 175Q: 3 clusters Score -1211840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1211847.625000 Penalty: 4873.675293
	Iteration 176Q: 3 clusters Score -1211848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1211852.250000 Penalty: 4873.675293
	Iteration 177Q: 3 clusters Score -1211852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1211852.500000 Penalty: 4873.675293
	Iteration 178Q: 3 clusters Score -1211852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1211856.750000 Penalty: 4873.675293
	Iteration 179Q: 3 clusters Score -1211857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1211859.125000 Penalty: 4873.675293
	Iteration 180F: 3 clusters Score -1211859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1211862.625000 Penalty: 4873.675293
	Iteration 181Q: 3 clusters Score -1211863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1211870.250000 Penalty: 4873.675293
	Iteration 182Q: 3 clusters Score -1211870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1211870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1211877.500000 Penalty: 4873.675293
	Iteration 184Q: 3 clusters Score -1211878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1211882.625000 Penalty: 4873.675293
	Iteration 185Q: 3 clusters Score -1211883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1211887.375000 Penalty: 4873.675293
	Iteration 186Q: 3 clusters Score -1211887 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1211895.125000 Penalty: 4873.675293
	Iteration 187Q: 3 clusters Score -1211895 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1211900.500000 Penalty: 4873.675293
	Iteration 188Q: 3 clusters Score -1211900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1211904.625000 Penalty: 4873.675293
	Iteration 189Q: 3 clusters Score -1211905 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1211915.500000 Penalty: 4873.675293
	Iteration 190Q: 3 clusters Score -1211916 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1211922.375000 Penalty: 4873.675293
	Iteration 191Q: 3 clusters Score -1211922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1211926.500000 Penalty: 4873.675293
	Iteration 192Q: 3 clusters Score -1211926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1211934.875000 Penalty: 4873.675293
	Iteration 193Q: 3 clusters Score -1211935 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1211938.500000 Penalty: 4873.675293
	Iteration 194Q: 3 clusters Score -1211938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1211943.875000 Penalty: 4873.675293
	Iteration 195Q: 3 clusters Score -1211944 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1211954.125000 Penalty: 4873.675293
	Iteration 196Q: 3 clusters Score -1211954 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1211965.625000 Penalty: 4873.675293
	Iteration 197Q: 3 clusters Score -1211966 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1211981.000000 Penalty: 4873.675293
	Iteration 198Q: 3 clusters Score -1211981 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1211994.750000 Penalty: 4873.675293
	Iteration 199Q: 3 clusters Score -1211995 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1212004.000000 Penalty: 4873.675293
	Iteration 200F: 3 clusters Score -1212004 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1212015.375000 Penalty: 4873.675293
	Iteration 201Q: 3 clusters Score -1212015 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1212034.875000 Penalty: 4873.675293
	Iteration 202Q: 3 clusters Score -1212035 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1212044.625000 Penalty: 4873.675293
	Iteration 203Q: 3 clusters Score -1212045 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1212058.125000 Penalty: 4873.675293
	Iteration 204Q: 3 clusters Score -1212058 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1212073.125000 Penalty: 4873.675293
	Iteration 205Q: 3 clusters Score -1212073 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1212091.000000 Penalty: 4873.675293
	Iteration 206Q: 3 clusters Score -1212091 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1212101.625000 Penalty: 4873.675293
	Iteration 207Q: 3 clusters Score -1212102 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1212114.125000 Penalty: 4873.675293
	Iteration 208Q: 3 clusters Score -1212114 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1212124.875000 Penalty: 4873.675293
	Iteration 209Q: 3 clusters Score -1212125 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1212141.250000 Penalty: 4873.675293
	Iteration 210Q: 3 clusters Score -1212141 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1212164.500000 Penalty: 4873.675293
	Iteration 211Q: 3 clusters Score -1212164 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1212181.375000 Penalty: 4873.675293
	Iteration 212Q: 3 clusters Score -1212181 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1212204.375000 Penalty: 4873.675293
	Iteration 213Q: 3 clusters Score -1212204 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1212228.625000 Penalty: 4873.675293
	Iteration 214Q: 3 clusters Score -1212229 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1212249.250000 Penalty: 4873.675293
	Iteration 215Q: 3 clusters Score -1212249 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1212277.125000 Penalty: 4873.675293
	Iteration 216Q: 3 clusters Score -1212277 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1212302.000000 Penalty: 4873.675293
	Iteration 217Q: 3 clusters Score -1212302 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1212339.750000 Penalty: 4873.675293
	Iteration 218Q: 3 clusters Score -1212340 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1212373.125000 Penalty: 4873.675293
	Iteration 219Q: 3 clusters Score -1212373 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1212397.000000 Penalty: 4873.675293
	Iteration 220F: 3 clusters Score -1212397 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1212414.250000 Penalty: 4873.675293
	Iteration 221Q: 3 clusters Score -1212414 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1212434.500000 Penalty: 4873.675293
	Iteration 222Q: 3 clusters Score -1212434 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1212449.500000 Penalty: 4873.675293
	Iteration 223Q: 3 clusters Score -1212450 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1212466.250000 Penalty: 4873.675293
	Iteration 224Q: 3 clusters Score -1212466 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1212478.500000 Penalty: 4873.675293
	Iteration 225Q: 3 clusters Score -1212478 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1212497.250000 Penalty: 4873.675293
	Iteration 226Q: 3 clusters Score -1212497 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1212514.000000 Penalty: 4873.675293
	Iteration 227Q: 3 clusters Score -1212514 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1212541.375000 Penalty: 4873.675293
	Iteration 228Q: 3 clusters Score -1212541 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1212573.375000 Penalty: 4873.675293
	Iteration 229Q: 3 clusters Score -1212573 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1212601.500000 Penalty: 4873.675293
	Iteration 230Q: 3 clusters Score -1212602 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1212636.625000 Penalty: 4873.675293
	Iteration 231Q: 3 clusters Score -1212637 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1212674.250000 Penalty: 4873.675293
	Iteration 232Q: 3 clusters Score -1212674 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1212698.750000 Penalty: 4873.675293
	Iteration 233Q: 3 clusters Score -1212699 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1212717.375000 Penalty: 4873.675293
	Iteration 234Q: 3 clusters Score -1212717 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1212734.125000 Penalty: 4873.675293
	Iteration 235Q: 3 clusters Score -1212734 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1212751.000000 Penalty: 4873.675293
	Iteration 236Q: 3 clusters Score -1212751 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1212766.500000 Penalty: 4873.675293
	Iteration 237Q: 3 clusters Score -1212766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1212780.250000 Penalty: 4873.675293
	Iteration 238Q: 3 clusters Score -1212780 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1212794.750000 Penalty: 4873.675293
	Iteration 239Q: 3 clusters Score -1212795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1212811.875000 Penalty: 4873.675293
	Iteration 240F: 3 clusters Score -1212812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1212821.625000 Penalty: 4873.675293
	Iteration 241Q: 3 clusters Score -1212822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1212845.250000 Penalty: 4873.675293
	Iteration 242Q: 3 clusters Score -1212845 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1212856.250000 Penalty: 4873.675293
	Iteration 243Q: 3 clusters Score -1212856 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1212869.500000 Penalty: 4873.675293
	Iteration 244Q: 3 clusters Score -1212870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1212884.500000 Penalty: 4873.675293
	Iteration 245Q: 3 clusters Score -1212884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1212897.000000 Penalty: 4873.675293
	Iteration 246Q: 3 clusters Score -1212897 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1212913.375000 Penalty: 4873.675293
	Iteration 247Q: 3 clusters Score -1212913 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1212931.250000 Penalty: 4873.675293
	Iteration 248Q: 3 clusters Score -1212931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1212946.375000 Penalty: 4873.675293
	Iteration 249Q: 3 clusters Score -1212946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1212958.625000 Penalty: 4873.675293
	Iteration 250Q: 3 clusters Score -1212959 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1212965.625000 Penalty: 4873.675293
	Iteration 251Q: 3 clusters Score -1212966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1212982.125000 Penalty: 4873.675293
	Iteration 252Q: 3 clusters Score -1212982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1212993.000000 Penalty: 4873.675293
	Iteration 253Q: 3 clusters Score -1212993 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1213008.875000 Penalty: 4873.675293
	Iteration 254Q: 3 clusters Score -1213009 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1213025.000000 Penalty: 4873.675293
	Iteration 255Q: 3 clusters Score -1213025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1213039.875000 Penalty: 4873.675293
	Iteration 256Q: 3 clusters Score -1213040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1213056.875000 Penalty: 4873.675293
	Iteration 257Q: 3 clusters Score -1213057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1213071.500000 Penalty: 4873.675293
	Iteration 258Q: 3 clusters Score -1213072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1213075.250000 Penalty: 4873.675293
	Iteration 259Q: 3 clusters Score -1213075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1213085.500000 Penalty: 4873.675293
	Iteration 260F: 3 clusters Score -1213086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1213097.625000 Penalty: 4873.675293
	Iteration 261Q: 3 clusters Score -1213098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1213112.125000 Penalty: 4873.675293
	Iteration 262Q: 3 clusters Score -1213112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1213117.250000 Penalty: 4873.675293
	Iteration 263Q: 3 clusters Score -1213117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1213120.250000 Penalty: 4873.675293
	Iteration 264Q: 3 clusters Score -1213120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1213120.250000 Penalty: 4873.675293
	Iteration 265Q: 3 clusters Score -1213120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1213122.750000 Penalty: 4873.675293
	Iteration 266Q: 3 clusters Score -1213123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1213123.750000 Penalty: 4873.675293
	Iteration 267Q: 3 clusters Score -1213124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1213124.625000 Penalty: 4873.675293
	Iteration 268Q: 3 clusters Score -1213125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1213123.375000 Penalty: 4873.675293
	Iteration 269Q: 3 clusters Score -1213123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1213123.375000 Penalty: 4873.675293
	Iteration 270F: 3 clusters Score -1213123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (207754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207754 members 
Entering Unmasked Estep 
Score: -15535106.000000 Penalty: 3036.539307
	Iteration 0F: 2 clusters Score -1.553511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103699 members 
Mstep: Class 2 contains 104055 members 
Entering Unmasked Estep 
Score: -15395846.000000 Penalty: 6073.078613
	Iteration 0F: 3 clusters Score -1.539585e+07 nChanged 99906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100985 members 
Mstep: Class 2 contains 106769 members 
Entering Unmasked Estep 
Score: -15454135.000000 Penalty: 6073.078613
	Iteration 1F: 3 clusters Score -1.545414e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99159 members 
Mstep: Class 2 contains 108595 members 
Entering Unmasked Estep 
Score: -15455366.000000 Penalty: 6073.078613
	Iteration 2Q: 3 clusters Score -1.545537e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96422 members 
Mstep: Class 2 contains 111332 members 
Entering Unmasked Estep 
Score: -15456756.000000 Penalty: 6073.078613
	Iteration 3Q: 3 clusters Score -1.545676e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92216 members 
Mstep: Class 2 contains 115538 members 
Entering Unmasked Estep 
Score: -15458812.000000 Penalty: 6073.078613
	Iteration 4Q: 3 clusters Score -1.545881e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85844 members 
Mstep: Class 2 contains 121910 members 
Entering Unmasked Estep 
Score: -15461924.000000 Penalty: 6073.078613
	Iteration 5Q: 3 clusters Score -1.546192e+07 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 131210 members 
Entering Unmasked Estep 
Score: -15467035.000000 Penalty: 6073.078613
	Iteration 6Q: 3 clusters Score -1.546704e+07 nChanged 13704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63544 members 
Mstep: Class 2 contains 144210 members 
Entering Unmasked Estep 
Score: -15476055.000000 Penalty: 6073.078613
	Iteration 7F: 3 clusters Score -1.547606e+07 nChanged 16922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 160802 members 
Entering Unmasked Estep 
Score: -15489868.000000 Penalty: 6073.078613
	Iteration 8F: 3 clusters Score -1.548987e+07 nChanged 17855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 178569 members 
Entering Unmasked Estep 
Score: -15506320.000000 Penalty: 6073.078613
	Iteration 9F: 3 clusters Score -1.550632e+07 nChanged 14254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 192803 members 
Entering Unmasked Estep 
Score: -15519829.000000 Penalty: 6073.078613
	Iteration 10F: 3 clusters Score -1.551983e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 200929 members 
Entering Unmasked Estep 
Score: -15527407.000000 Penalty: 6073.078613
	Iteration 11Q: 3 clusters Score -1.552741e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 204472 members 
Entering Unmasked Estep 
Score: -15530593.000000 Penalty: 6073.078613
	Iteration 12Q: 3 clusters Score -1.553059e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 205808 members 
Entering Unmasked Estep 
Score: -15531880.000000 Penalty: 6073.078613
	Iteration 13Q: 3 clusters Score -1.553188e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 206257 members 
Entering Unmasked Estep 
Score: -15532387.000000 Penalty: 6073.078613
	Iteration 14Q: 3 clusters Score -1.553239e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 206461 members 
Entering Unmasked Estep 
Score: -15532620.000000 Penalty: 6073.078613
	Iteration 15Q: 3 clusters Score -1.553262e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 206563 members 
Entering Unmasked Estep 
Score: -15532726.000000 Penalty: 6073.078613
	Iteration 16Q: 3 clusters Score -1.553273e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 206621 members 
Entering Unmasked Estep 
Score: -15532799.000000 Penalty: 6073.078613
	Iteration 17Q: 3 clusters Score -1.55328e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 206663 members 
Entering Unmasked Estep 
Score: -15532853.000000 Penalty: 6073.078613
	Iteration 18Q: 3 clusters Score -1.553285e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 206685 members 
Entering Unmasked Estep 
Score: -15532845.000000 Penalty: 6073.078613
	Iteration 19Q: 3 clusters Score -1.553284e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 206699 members 
Entering Unmasked Estep 
Score: -15532857.000000 Penalty: 6073.078613
	Iteration 20F: 3 clusters Score -1.553286e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 206711 members 
Entering Unmasked Estep 
Score: -15532853.000000 Penalty: 6073.078613
	Iteration 21Q: 3 clusters Score -1.553285e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 206721 members 
Entering Unmasked Estep 
Score: -15532865.000000 Penalty: 6073.078613
	Iteration 22Q: 3 clusters Score -1.553286e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 206733 members 
Entering Unmasked Estep 
Score: -15532852.000000 Penalty: 6073.078613
	Iteration 23Q: 3 clusters Score -1.553285e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 206741 members 
Entering Unmasked Estep 
Score: -15532866.000000 Penalty: 6073.078613
	Iteration 24Q: 3 clusters Score -1.553287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 206750 members 
Entering Unmasked Estep 
Score: -15532861.000000 Penalty: 6073.078613
	Iteration 25Q: 3 clusters Score -1.553286e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 206756 members 
Entering Unmasked Estep 
Score: -15532860.000000 Penalty: 6073.078613
	Iteration 26Q: 3 clusters Score -1.553286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 206760 members 
Entering Unmasked Estep 
Score: -15532858.000000 Penalty: 6073.078613
	Iteration 27Q: 3 clusters Score -1.553286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 206760 members 
Entering Unmasked Estep 
Score: -15532858.000000 Penalty: 6073.078613
	Iteration 28F: 3 clusters Score -1.553286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (64811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64811 members 
Entering Unmasked Estep 
Score: -4931157.500000 Penalty: 2747.649170
	Iteration 0F: 2 clusters Score -4931158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -4887774.000000 Penalty: 5495.298340
	Iteration 0F: 3 clusters Score -4887774 nChanged 30330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -4904751.500000 Penalty: 5495.298340
	Iteration 1F: 3 clusters Score -4904752 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -4905357.000000 Penalty: 5495.298340
	Iteration 2Q: 3 clusters Score -4905357 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -4906021.500000 Penalty: 5495.298340
	Iteration 3Q: 3 clusters Score -4906022 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -4906781.500000 Penalty: 5495.298340
	Iteration 4Q: 3 clusters Score -4906782 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -4907748.000000 Penalty: 5495.298340
	Iteration 5Q: 3 clusters Score -4907748 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -4908952.000000 Penalty: 5495.298340
	Iteration 6Q: 3 clusters Score -4908952 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -4910544.000000 Penalty: 5495.298340
	Iteration 7Q: 3 clusters Score -4910544 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -4912630.000000 Penalty: 5495.298340
	Iteration 8F: 3 clusters Score -4912630 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -4915249.500000 Penalty: 5495.298340
	Iteration 9F: 3 clusters Score -4915250 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -4918126.500000 Penalty: 5495.298340
	Iteration 10F: 3 clusters Score -4918126 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53428 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -4920924.000000 Penalty: 5495.298340
	Iteration 11F: 3 clusters Score -4920924 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -4923276.500000 Penalty: 5495.298340
	Iteration 12Q: 3 clusters Score -4923276 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58698 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -4925123.500000 Penalty: 5495.298340
	Iteration 13Q: 3 clusters Score -4925124 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60468 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -4926485.500000 Penalty: 5495.298340
	Iteration 14Q: 3 clusters Score -4926486 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61679 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -4927410.000000 Penalty: 5495.298340
	Iteration 15Q: 3 clusters Score -4927410 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62486 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4927988.500000 Penalty: 5495.298340
	Iteration 16Q: 3 clusters Score -4927988 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4928336.500000 Penalty: 5495.298340
	Iteration 17Q: 3 clusters Score -4928336 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63280 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4928543.000000 Penalty: 5495.298340
	Iteration 18Q: 3 clusters Score -4928543 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63483 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4928685.000000 Penalty: 5495.298340
	Iteration 19Q: 3 clusters Score -4928685 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63615 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4928771.500000 Penalty: 5495.298340
	Iteration 20F: 3 clusters Score -4928772 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63717 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4928828.500000 Penalty: 5495.298340
	Iteration 21Q: 3 clusters Score -4928828 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63795 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4928888.500000 Penalty: 5495.298340
	Iteration 22Q: 3 clusters Score -4928888 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63850 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4928935.000000 Penalty: 5495.298340
	Iteration 23Q: 3 clusters Score -4928935 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63889 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4928963.500000 Penalty: 5495.298340
	Iteration 24Q: 3 clusters Score -4928964 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63927 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4928996.000000 Penalty: 5495.298340
	Iteration 25Q: 3 clusters Score -4928996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63954 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4929006.000000 Penalty: 5495.298340
	Iteration 26Q: 3 clusters Score -4929006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63972 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4929025.000000 Penalty: 5495.298340
	Iteration 27Q: 3 clusters Score -4929025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4929032.500000 Penalty: 5495.298340
	Iteration 28Q: 3 clusters Score -4929032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63996 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4929036.000000 Penalty: 5495.298340
	Iteration 29Q: 3 clusters Score -4929036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64009 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4929042.500000 Penalty: 5495.298340
	Iteration 30Q: 3 clusters Score -4929042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64015 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4929044.500000 Penalty: 5495.298340
	Iteration 31Q: 3 clusters Score -4929044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64020 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4929046.500000 Penalty: 5495.298340
	Iteration 32Q: 3 clusters Score -4929046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64025 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4929045.500000 Penalty: 5495.298340
	Iteration 33Q: 3 clusters Score -4929046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64032 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4929046.500000 Penalty: 5495.298340
	Iteration 34Q: 3 clusters Score -4929046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64036 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4929054.000000 Penalty: 5495.298340
	Iteration 35Q: 3 clusters Score -4929054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64037 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4929056.500000 Penalty: 5495.298340
	Iteration 36Q: 3 clusters Score -4929056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64037 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4929056.500000 Penalty: 5495.298340
	Iteration 37F: 3 clusters Score -4929056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Entering Unmasked Estep 
Score: -439778.093750 Penalty: 2198.386963
	Iteration 0F: 2 clusters Score -439778.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -433951.687500 Penalty: 4396.773926
	Iteration 0F: 3 clusters Score -433951.7 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -435848.968750 Penalty: 4396.773926
	Iteration 1F: 3 clusters Score -435849 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -436381.500000 Penalty: 4396.773926
	Iteration 2F: 3 clusters Score -436381.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -436846.656250 Penalty: 4396.773926
	Iteration 3F: 3 clusters Score -436846.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -437232.906250 Penalty: 4396.773926
	Iteration 4F: 3 clusters Score -437232.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -437495.875000 Penalty: 4396.773926
	Iteration 5F: 3 clusters Score -437495.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -437665.718750 Penalty: 4396.773926
	Iteration 6Q: 3 clusters Score -437665.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -437777.500000 Penalty: 4396.773926
	Iteration 7Q: 3 clusters Score -437777.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -437842.812500 Penalty: 4396.773926
	Iteration 8Q: 3 clusters Score -437842.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -437891.750000 Penalty: 4396.773926
	Iteration 9Q: 3 clusters Score -437891.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -437918.968750 Penalty: 4396.773926
	Iteration 10Q: 3 clusters Score -437919 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -437936.406250 Penalty: 4396.773926
	Iteration 11Q: 3 clusters Score -437936.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -437950.218750 Penalty: 4396.773926
	Iteration 12Q: 3 clusters Score -437950.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -437966.281250 Penalty: 4396.773926
	Iteration 13Q: 3 clusters Score -437966.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -437981.406250 Penalty: 4396.773926
	Iteration 14Q: 3 clusters Score -437981.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -437995.281250 Penalty: 4396.773926
	Iteration 15Q: 3 clusters Score -437995.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -438002.968750 Penalty: 4396.773926
	Iteration 16Q: 3 clusters Score -438003 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -438011.625000 Penalty: 4396.773926
	Iteration 17Q: 3 clusters Score -438011.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -438017.437500 Penalty: 4396.773926
	Iteration 18Q: 3 clusters Score -438017.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -438023.687500 Penalty: 4396.773926
	Iteration 19Q: 3 clusters Score -438023.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -438029.500000 Penalty: 4396.773926
	Iteration 20F: 3 clusters Score -438029.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -438036.875000 Penalty: 4396.773926
	Iteration 21Q: 3 clusters Score -438036.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -438042.750000 Penalty: 4396.773926
	Iteration 22Q: 3 clusters Score -438042.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -438051.093750 Penalty: 4396.773926
	Iteration 23Q: 3 clusters Score -438051.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -438060.531250 Penalty: 4396.773926
	Iteration 24Q: 3 clusters Score -438060.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -438067.656250 Penalty: 4396.773926
	Iteration 25Q: 3 clusters Score -438067.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -438075.187500 Penalty: 4396.773926
	Iteration 26Q: 3 clusters Score -438075.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -438078.718750 Penalty: 4396.773926
	Iteration 27Q: 3 clusters Score -438078.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -438080.437500 Penalty: 4396.773926
	Iteration 28Q: 3 clusters Score -438080.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -438083.406250 Penalty: 4396.773926
	Iteration 29Q: 3 clusters Score -438083.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -438086.125000 Penalty: 4396.773926
	Iteration 30Q: 3 clusters Score -438086.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -438089.281250 Penalty: 4396.773926
	Iteration 31Q: 3 clusters Score -438089.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -438093.937500 Penalty: 4396.773926
	Iteration 32Q: 3 clusters Score -438093.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -438096.718750 Penalty: 4396.773926
	Iteration 33Q: 3 clusters Score -438096.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -438099.718750 Penalty: 4396.773926
	Iteration 34Q: 3 clusters Score -438099.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -438104.250000 Penalty: 4396.773926
	Iteration 35Q: 3 clusters Score -438104.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -438106.687500 Penalty: 4396.773926
	Iteration 36Q: 3 clusters Score -438106.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -438108.468750 Penalty: 4396.773926
	Iteration 37Q: 3 clusters Score -438108.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -438110.125000 Penalty: 4396.773926
	Iteration 38Q: 3 clusters Score -438110.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -438110.875000 Penalty: 4396.773926
	Iteration 39Q: 3 clusters Score -438110.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -438110.812500 Penalty: 4396.773926
	Iteration 40F: 3 clusters Score -438110.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (206005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206005 members 
Entering Unmasked Estep 
Score: -15845319.000000 Penalty: 3034.442627
	Iteration 0F: 2 clusters Score -1.584532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102925 members 
Mstep: Class 2 contains 103080 members 
Entering Unmasked Estep 
Score: -15707016.000000 Penalty: 6068.885254
	Iteration 0F: 3 clusters Score -1.570702e+07 nChanged 98944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104193 members 
Mstep: Class 2 contains 101812 members 
Entering Unmasked Estep 
Score: -15764363.000000 Penalty: 6068.885254
	Iteration 1F: 3 clusters Score -1.576436e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104203 members 
Mstep: Class 2 contains 101802 members 
Entering Unmasked Estep 
Score: -15765295.000000 Penalty: 6068.885254
	Iteration 2Q: 3 clusters Score -1.57653e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104250 members 
Mstep: Class 2 contains 101755 members 
Entering Unmasked Estep 
Score: -15766374.000000 Penalty: 6068.885254
	Iteration 3Q: 3 clusters Score -1.576637e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104266 members 
Mstep: Class 2 contains 101739 members 
Entering Unmasked Estep 
Score: -15767471.000000 Penalty: 6068.885254
	Iteration 4Q: 3 clusters Score -1.576747e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104216 members 
Mstep: Class 2 contains 101789 members 
Entering Unmasked Estep 
Score: -15768806.000000 Penalty: 6068.885254
	Iteration 5Q: 3 clusters Score -1.576881e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103793 members 
Mstep: Class 2 contains 102212 members 
Entering Unmasked Estep 
Score: -15770336.000000 Penalty: 6068.885254
	Iteration 6Q: 3 clusters Score -1.577034e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102964 members 
Mstep: Class 2 contains 103041 members 
Entering Unmasked Estep 
Score: -15772168.000000 Penalty: 6068.885254
	Iteration 7Q: 3 clusters Score -1.577217e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101779 members 
Mstep: Class 2 contains 104226 members 
Entering Unmasked Estep 
Score: -15774576.000000 Penalty: 6068.885254
	Iteration 8Q: 3 clusters Score -1.577458e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100074 members 
Mstep: Class 2 contains 105931 members 
Entering Unmasked Estep 
Score: -15778023.000000 Penalty: 6068.885254
	Iteration 9Q: 3 clusters Score -1.577802e+07 nChanged 9355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98049 members 
Mstep: Class 2 contains 107956 members 
Entering Unmasked Estep 
Score: -15782233.000000 Penalty: 6068.885254
	Iteration 10Q: 3 clusters Score -1.578223e+07 nChanged 10336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95793 members 
Mstep: Class 2 contains 110212 members 
Entering Unmasked Estep 
Score: -15787398.000000 Penalty: 6068.885254
	Iteration 11F: 3 clusters Score -1.57874e+07 nChanged 11162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93705 members 
Mstep: Class 2 contains 112300 members 
Entering Unmasked Estep 
Score: -15794040.000000 Penalty: 6068.885254
	Iteration 12F: 3 clusters Score -1.579404e+07 nChanged 11102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92177 members 
Mstep: Class 2 contains 113828 members 
Entering Unmasked Estep 
Score: -15800784.000000 Penalty: 6068.885254
	Iteration 13F: 3 clusters Score -1.580078e+07 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91201 members 
Mstep: Class 2 contains 114804 members 
Entering Unmasked Estep 
Score: -15805421.000000 Penalty: 6068.885254
	Iteration 14Q: 3 clusters Score -1.580542e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90306 members 
Mstep: Class 2 contains 115699 members 
Entering Unmasked Estep 
Score: -15807631.000000 Penalty: 6068.885254
	Iteration 15Q: 3 clusters Score -1.580763e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89104 members 
Mstep: Class 2 contains 116901 members 
Entering Unmasked Estep 
Score: -15808558.000000 Penalty: 6068.885254
	Iteration 16Q: 3 clusters Score -1.580856e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87740 members 
Mstep: Class 2 contains 118265 members 
Entering Unmasked Estep 
Score: -15808880.000000 Penalty: 6068.885254
	Iteration 17Q: 3 clusters Score -1.580888e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86196 members 
Mstep: Class 2 contains 119809 members 
Entering Unmasked Estep 
Score: -15809218.000000 Penalty: 6068.885254
	Iteration 18Q: 3 clusters Score -1.580922e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84530 members 
Mstep: Class 2 contains 121475 members 
Entering Unmasked Estep 
Score: -15809474.000000 Penalty: 6068.885254
	Iteration 19Q: 3 clusters Score -1.580947e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82683 members 
Mstep: Class 2 contains 123322 members 
Entering Unmasked Estep 
Score: -15809759.000000 Penalty: 6068.885254
	Iteration 20F: 3 clusters Score -1.580976e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80593 members 
Mstep: Class 2 contains 125412 members 
Entering Unmasked Estep 
Score: -15810188.000000 Penalty: 6068.885254
	Iteration 21Q: 3 clusters Score -1.581019e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78325 members 
Mstep: Class 2 contains 127680 members 
Entering Unmasked Estep 
Score: -15810772.000000 Penalty: 6068.885254
	Iteration 22Q: 3 clusters Score -1.581077e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75904 members 
Mstep: Class 2 contains 130101 members 
Entering Unmasked Estep 
Score: -15811190.000000 Penalty: 6068.885254
	Iteration 23Q: 3 clusters Score -1.581119e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73250 members 
Mstep: Class 2 contains 132755 members 
Entering Unmasked Estep 
Score: -15811719.000000 Penalty: 6068.885254
	Iteration 24Q: 3 clusters Score -1.581172e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70454 members 
Mstep: Class 2 contains 135551 members 
Entering Unmasked Estep 
Score: -15812450.000000 Penalty: 6068.885254
	Iteration 25Q: 3 clusters Score -1.581245e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67434 members 
Mstep: Class 2 contains 138571 members 
Entering Unmasked Estep 
Score: -15813227.000000 Penalty: 6068.885254
	Iteration 26Q: 3 clusters Score -1.581323e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64249 members 
Mstep: Class 2 contains 141756 members 
Entering Unmasked Estep 
Score: -15814183.000000 Penalty: 6068.885254
	Iteration 27Q: 3 clusters Score -1.581418e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60939 members 
Mstep: Class 2 contains 145066 members 
Entering Unmasked Estep 
Score: -15815131.000000 Penalty: 6068.885254
	Iteration 28Q: 3 clusters Score -1.581513e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57487 members 
Mstep: Class 2 contains 148518 members 
Entering Unmasked Estep 
Score: -15816154.000000 Penalty: 6068.885254
	Iteration 29Q: 3 clusters Score -1.581615e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Mstep: Class 2 contains 152023 members 
Entering Unmasked Estep 
Score: -15817278.000000 Penalty: 6068.885254
	Iteration 30Q: 3 clusters Score -1.581728e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50343 members 
Mstep: Class 2 contains 155662 members 
Entering Unmasked Estep 
Score: -15818374.000000 Penalty: 6068.885254
	Iteration 31Q: 3 clusters Score -1.581837e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 159323 members 
Entering Unmasked Estep 
Score: -15819507.000000 Penalty: 6068.885254
	Iteration 32Q: 3 clusters Score -1.581951e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 163034 members 
Entering Unmasked Estep 
Score: -15820743.000000 Penalty: 6068.885254
	Iteration 33Q: 3 clusters Score -1.582074e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 166745 members 
Entering Unmasked Estep 
Score: -15822199.000000 Penalty: 6068.885254
	Iteration 34Q: 3 clusters Score -1.58222e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 170432 members 
Entering Unmasked Estep 
Score: -15823549.000000 Penalty: 6068.885254
	Iteration 35Q: 3 clusters Score -1.582355e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 174129 members 
Entering Unmasked Estep 
Score: -15824935.000000 Penalty: 6068.885254
	Iteration 36Q: 3 clusters Score -1.582494e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 177842 members 
Entering Unmasked Estep 
Score: -15826632.000000 Penalty: 6068.885254
	Iteration 37Q: 3 clusters Score -1.582663e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 181358 members 
Entering Unmasked Estep 
Score: -15828144.000000 Penalty: 6068.885254
	Iteration 38Q: 3 clusters Score -1.582814e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 184764 members 
Entering Unmasked Estep 
Score: -15829789.000000 Penalty: 6068.885254
	Iteration 39Q: 3 clusters Score -1.582979e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 187904 members 
Entering Unmasked Estep 
Score: -15831443.000000 Penalty: 6068.885254
	Iteration 40F: 3 clusters Score -1.583144e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 190940 members 
Entering Unmasked Estep 
Score: -15833005.000000 Penalty: 6068.885254
	Iteration 41Q: 3 clusters Score -1.5833e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 193703 members 
Entering Unmasked Estep 
Score: -15834660.000000 Penalty: 6068.885254
	Iteration 42Q: 3 clusters Score -1.583466e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 196263 members 
Entering Unmasked Estep 
Score: -15836226.000000 Penalty: 6068.885254
	Iteration 43Q: 3 clusters Score -1.583623e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 198504 members 
Entering Unmasked Estep 
Score: -15837648.000000 Penalty: 6068.885254
	Iteration 44Q: 3 clusters Score -1.583765e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 200436 members 
Entering Unmasked Estep 
Score: -15838917.000000 Penalty: 6068.885254
	Iteration 45Q: 3 clusters Score -1.583892e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 202027 members 
Entering Unmasked Estep 
Score: -15840033.000000 Penalty: 6068.885254
	Iteration 46Q: 3 clusters Score -1.584003e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 203287 members 
Entering Unmasked Estep 
Score: -15840899.000000 Penalty: 6068.885254
	Iteration 47Q: 3 clusters Score -1.58409e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 204199 members 
Entering Unmasked Estep 
Score: -15841659.000000 Penalty: 6068.885254
	Iteration 48Q: 3 clusters Score -1.584166e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 204777 members 
Entering Unmasked Estep 
Score: -15842060.000000 Penalty: 6068.885254
	Iteration 49Q: 3 clusters Score -1.584206e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 205110 members 
Entering Unmasked Estep 
Score: -15842285.000000 Penalty: 6068.885254
	Iteration 50Q: 3 clusters Score -1.584228e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 205291 members 
Entering Unmasked Estep 
Score: -15842471.000000 Penalty: 6068.885254
	Iteration 51Q: 3 clusters Score -1.584247e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 205390 members 
Entering Unmasked Estep 
Score: -15842549.000000 Penalty: 6068.885254
	Iteration 52Q: 3 clusters Score -1.584255e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 205426 members 
Entering Unmasked Estep 
Score: -15842577.000000 Penalty: 6068.885254
	Iteration 53Q: 3 clusters Score -1.584258e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 205459 members 
Entering Unmasked Estep 
Score: -15842605.000000 Penalty: 6068.885254
	Iteration 54Q: 3 clusters Score -1.58426e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 205479 members 
Entering Unmasked Estep 
Score: -15842607.000000 Penalty: 6068.885254
	Iteration 55Q: 3 clusters Score -1.584261e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 205482 members 
Entering Unmasked Estep 
Score: -15842642.000000 Penalty: 6068.885254
	Iteration 56Q: 3 clusters Score -1.584264e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 205486 members 
Entering Unmasked Estep 
Score: -15842647.000000 Penalty: 6068.885254
	Iteration 57Q: 3 clusters Score -1.584265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 205489 members 
Entering Unmasked Estep 
Score: -15842658.000000 Penalty: 6068.885254
	Iteration 58Q: 3 clusters Score -1.584266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 205494 members 
Entering Unmasked Estep 
Score: -15842679.000000 Penalty: 6068.885254
	Iteration 59Q: 3 clusters Score -1.584268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 205498 members 
Entering Unmasked Estep 
Score: -15842675.000000 Penalty: 6068.885254
	Iteration 60F: 3 clusters Score -1.584268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 205506 members 
Entering Unmasked Estep 
Score: -15842683.000000 Penalty: 6068.885254
	Iteration 61Q: 3 clusters Score -1.584268e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 205512 members 
Entering Unmasked Estep 
Score: -15842682.000000 Penalty: 6068.885254
	Iteration 62Q: 3 clusters Score -1.584268e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 205520 members 
Entering Unmasked Estep 
Score: -15842684.000000 Penalty: 6068.885254
	Iteration 63Q: 3 clusters Score -1.584268e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 205528 members 
Entering Unmasked Estep 
Score: -15842697.000000 Penalty: 6068.885254
	Iteration 64Q: 3 clusters Score -1.58427e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 205536 members 
Entering Unmasked Estep 
Score: -15842719.000000 Penalty: 6068.885254
	Iteration 65Q: 3 clusters Score -1.584272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 205539 members 
Entering Unmasked Estep 
Score: -15842724.000000 Penalty: 6068.885254
	Iteration 66Q: 3 clusters Score -1.584272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 205543 members 
Entering Unmasked Estep 
Score: -15842728.000000 Penalty: 6068.885254
	Iteration 67Q: 3 clusters Score -1.584273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 205541 members 
Entering Unmasked Estep 
Score: -15842724.000000 Penalty: 6068.885254
	Iteration 68Q: 3 clusters Score -1.584272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 205542 members 
Entering Unmasked Estep 
Score: -15842730.000000 Penalty: 6068.885254
	Iteration 69Q: 3 clusters Score -1.584273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 205542 members 
Entering Unmasked Estep 
Score: -15842730.000000 Penalty: 6068.885254
	Iteration 70F: 3 clusters Score -1.584273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Entering Unmasked Estep 
Score: -737993.187500 Penalty: 2284.585693
	Iteration 0F: 2 clusters Score -737993.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -730322.187500 Penalty: 4569.171387
	Iteration 0F: 3 clusters Score -730322.2 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -732641.937500 Penalty: 4569.171387
	Iteration 1F: 3 clusters Score -732641.9 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -733043.500000 Penalty: 4569.171387
	Iteration 2F: 3 clusters Score -733043.5 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -733391.750000 Penalty: 4569.171387
	Iteration 3F: 3 clusters Score -733391.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -733724.687500 Penalty: 4569.171387
	Iteration 4F: 3 clusters Score -733724.7 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -734065.500000 Penalty: 4569.171387
	Iteration 5F: 3 clusters Score -734065.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -734405.687500 Penalty: 4569.171387
	Iteration 6F: 3 clusters Score -734405.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -734712.812500 Penalty: 4569.171387
	Iteration 7Q: 3 clusters Score -734712.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -735007.687500 Penalty: 4569.171387
	Iteration 8Q: 3 clusters Score -735007.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -735314.812500 Penalty: 4569.171387
	Iteration 9Q: 3 clusters Score -735314.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -735590.250000 Penalty: 4569.171387
	Iteration 10Q: 3 clusters Score -735590.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -735808.250000 Penalty: 4569.171387
	Iteration 11Q: 3 clusters Score -735808.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -735980.500000 Penalty: 4569.171387
	Iteration 12Q: 3 clusters Score -735980.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -736102.562500 Penalty: 4569.171387
	Iteration 13Q: 3 clusters Score -736102.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -736207.125000 Penalty: 4569.171387
	Iteration 14Q: 3 clusters Score -736207.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -736309.000000 Penalty: 4569.171387
	Iteration 15Q: 3 clusters Score -736309 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -736377.187500 Penalty: 4569.171387
	Iteration 16Q: 3 clusters Score -736377.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -736438.812500 Penalty: 4569.171387
	Iteration 17Q: 3 clusters Score -736438.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -736484.125000 Penalty: 4569.171387
	Iteration 18Q: 3 clusters Score -736484.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -736515.562500 Penalty: 4569.171387
	Iteration 19Q: 3 clusters Score -736515.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -736548.625000 Penalty: 4569.171387
	Iteration 20F: 3 clusters Score -736548.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -736578.000000 Penalty: 4569.171387
	Iteration 21Q: 3 clusters Score -736578 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -736601.812500 Penalty: 4569.171387
	Iteration 22Q: 3 clusters Score -736601.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -736613.562500 Penalty: 4569.171387
	Iteration 23Q: 3 clusters Score -736613.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -736625.687500 Penalty: 4569.171387
	Iteration 24Q: 3 clusters Score -736625.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -736636.500000 Penalty: 4569.171387
	Iteration 25Q: 3 clusters Score -736636.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -736645.312500 Penalty: 4569.171387
	Iteration 26Q: 3 clusters Score -736645.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -736651.312500 Penalty: 4569.171387
	Iteration 27Q: 3 clusters Score -736651.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -736649.500000 Penalty: 4569.171387
	Iteration 28Q: 3 clusters Score -736649.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -736651.312500 Penalty: 4569.171387
	Iteration 29Q: 3 clusters Score -736651.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -736652.500000 Penalty: 4569.171387
	Iteration 30Q: 3 clusters Score -736652.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -736652.125000 Penalty: 4569.171387
	Iteration 31Q: 3 clusters Score -736652.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -736652.125000 Penalty: 4569.171387
	Iteration 32F: 3 clusters Score -736652.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Entering Unmasked Estep 
Score: -327680.187500 Penalty: 2096.918701
	Iteration 0F: 2 clusters Score -327680.2 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 2307 members 
Entering Unmasked Estep 
Score: -323337.281250 Penalty: 4193.837402
	Iteration 0F: 3 clusters Score -323337.3 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -324427.437500 Penalty: 4193.837402
	Iteration 1F: 3 clusters Score -324427.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -324704.343750 Penalty: 4193.837402
	Iteration 2F: 3 clusters Score -324704.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -324903.812500 Penalty: 4193.837402
	Iteration 3F: 3 clusters Score -324903.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -325097.218750 Penalty: 4193.837402
	Iteration 4Q: 3 clusters Score -325097.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -325400.062500 Penalty: 4193.837402
	Iteration 5F: 3 clusters Score -325400.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -325846.312500 Penalty: 4193.837402
	Iteration 6F: 3 clusters Score -325846.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -326356.312500 Penalty: 4193.837402
	Iteration 7F: 3 clusters Score -326356.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -326776.031250 Penalty: 4193.837402
	Iteration 8F: 3 clusters Score -326776 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -327051.687500 Penalty: 4193.837402
	Iteration 9F: 3 clusters Score -327051.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -327188.468750 Penalty: 4193.837402
	Iteration 10Q: 3 clusters Score -327188.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -327269.468750 Penalty: 4193.837402
	Iteration 11Q: 3 clusters Score -327269.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -327327.937500 Penalty: 4193.837402
	Iteration 12Q: 3 clusters Score -327327.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -327377.687500 Penalty: 4193.837402
	Iteration 13Q: 3 clusters Score -327377.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -327427.781250 Penalty: 4193.837402
	Iteration 14Q: 3 clusters Score -327427.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -327491.656250 Penalty: 4193.837402
	Iteration 15Q: 3 clusters Score -327491.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -327564.437500 Penalty: 4193.837402
	Iteration 16Q: 3 clusters Score -327564.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -327638.718750 Penalty: 4193.837402
	Iteration 17Q: 3 clusters Score -327638.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -327704.156250 Penalty: 4193.837402
	Iteration 18Q: 3 clusters Score -327704.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -327761.937500 Penalty: 4193.837402
	Iteration 19Q: 3 clusters Score -327761.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -327815.687500 Penalty: 4193.837402
	Iteration 20F: 3 clusters Score -327815.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -327860.156250 Penalty: 4193.837402
	Iteration 21Q: 3 clusters Score -327860.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -327919.781250 Penalty: 4193.837402
	Iteration 22Q: 3 clusters Score -327919.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -328008.062500 Penalty: 4193.837402
	Iteration 23Q: 3 clusters Score -328008.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -328096.281250 Penalty: 4193.837402
	Iteration 24Q: 3 clusters Score -328096.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -328125.875000 Penalty: 4193.837402
	Iteration 25Q: 3 clusters Score -328125.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -328135.625000 Penalty: 4193.837402
	Iteration 26Q: 3 clusters Score -328135.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -328141.375000 Penalty: 4193.837402
	Iteration 27Q: 3 clusters Score -328141.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -328144.562500 Penalty: 4193.837402
	Iteration 28Q: 3 clusters Score -328144.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -328145.593750 Penalty: 4193.837402
	Iteration 29Q: 3 clusters Score -328145.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -328145.593750 Penalty: 4193.837402
	Iteration 30F: 3 clusters Score -328145.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 207754 members 
Mstep: Class 3 contains 64811 members 
Mstep: Class 4 contains 7076 members 
Mstep: Class 5 contains 206005 members 
Mstep: Class 6 contains 10017 members 
Mstep: Class 7 contains 3802 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80853 members 
Mstep: Class 10 contains 358232 members 
Mstep: Class 11 contains 41720 members 
Mstep: Class 12 contains 4469 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7189 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 128372 members 
Mstep: Class 17 contains 23385 members 
Mstep: Class 18 contains 28424 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11222 members 
Mstep: Class 21 contains 3913 members 
Mstep: Class 22 contains 12234 members 
Mstep: Class 23 contains 10841 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13760 members 
Mstep: Class 27 contains 16143 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33913 members 
Mstep: Class 30 contains 9456 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2482 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28855 members 
Mstep: Class 35 contains 2575 members 
Mstep: Class 36 contains 9559 members 
Mstep: Class 37 contains 3264 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10595 members 
Mstep: Class 40 contains 5977 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Mstep: Class 45 contains 898 members 
Entering Unmasked Estep 
Score: -102298296.000000 Penalty: 158063.093750
Splitting cluster 7 changes total score from -102298992.000000 to -102298296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Entering Unmasked Estep 
Score: -92497.789062 Penalty: 1781.034790
	Iteration 0F: 2 clusters Score -92497.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -90351.617188 Penalty: 3562.069580
	Iteration 0F: 3 clusters Score -90351.62 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -90726.625000 Penalty: 3562.069580
	Iteration 1F: 3 clusters Score -90726.62 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -90865.195312 Penalty: 3562.069580
	Iteration 2F: 3 clusters Score -90865.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -90932.312500 Penalty: 3562.069580
	Iteration 3Q: 3 clusters Score -90932.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -90971.507812 Penalty: 3562.069580
	Iteration 4Q: 3 clusters Score -90971.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -90989.242188 Penalty: 3562.069580
	Iteration 5Q: 3 clusters Score -90989.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -91006.187500 Penalty: 3562.069580
	Iteration 6Q: 3 clusters Score -91006.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -91030.960938 Penalty: 3562.069580
	Iteration 7Q: 3 clusters Score -91030.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -91063.500000 Penalty: 3562.069580
	Iteration 8Q: 3 clusters Score -91063.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -91089.312500 Penalty: 3562.069580
	Iteration 9Q: 3 clusters Score -91089.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -91110.500000 Penalty: 3562.069580
	Iteration 10Q: 3 clusters Score -91110.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -91133.640625 Penalty: 3562.069580
	Iteration 11Q: 3 clusters Score -91133.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -91147.523438 Penalty: 3562.069580
	Iteration 12Q: 3 clusters Score -91147.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -91164.437500 Penalty: 3562.069580
	Iteration 13Q: 3 clusters Score -91164.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -91181.929688 Penalty: 3562.069580
	Iteration 14Q: 3 clusters Score -91181.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -91194.789062 Penalty: 3562.069580
	Iteration 15Q: 3 clusters Score -91194.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -91205.101562 Penalty: 3562.069580
	Iteration 16Q: 3 clusters Score -91205.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -91212.742188 Penalty: 3562.069580
	Iteration 17Q: 3 clusters Score -91212.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -91218.546875 Penalty: 3562.069580
	Iteration 18Q: 3 clusters Score -91218.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -91220.906250 Penalty: 3562.069580
	Iteration 19Q: 3 clusters Score -91220.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -91232.000000 Penalty: 3562.069580
	Iteration 20F: 3 clusters Score -91232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -91250.164062 Penalty: 3562.069580
	Iteration 21Q: 3 clusters Score -91250.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -91283.796875 Penalty: 3562.069580
	Iteration 22Q: 3 clusters Score -91283.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -91310.835938 Penalty: 3562.069580
	Iteration 23Q: 3 clusters Score -91310.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -91342.460938 Penalty: 3562.069580
	Iteration 24Q: 3 clusters Score -91342.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -91367.640625 Penalty: 3562.069580
	Iteration 25Q: 3 clusters Score -91367.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -91400.523438 Penalty: 3562.069580
	Iteration 26Q: 3 clusters Score -91400.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -91455.796875 Penalty: 3562.069580
	Iteration 27Q: 3 clusters Score -91455.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -91511.640625 Penalty: 3562.069580
	Iteration 28Q: 3 clusters Score -91511.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -91593.976562 Penalty: 3562.069580
	Iteration 29Q: 3 clusters Score -91593.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -91739.164062 Penalty: 3562.069580
	Iteration 30Q: 3 clusters Score -91739.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -91912.359375 Penalty: 3562.069580
	Iteration 31Q: 3 clusters Score -91912.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -92012.046875 Penalty: 3562.069580
	Iteration 32Q: 3 clusters Score -92012.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -92077.414062 Penalty: 3562.069580
	Iteration 33Q: 3 clusters Score -92077.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -92115.171875 Penalty: 3562.069580
	Iteration 34Q: 3 clusters Score -92115.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -92141.828125 Penalty: 3562.069580
	Iteration 35Q: 3 clusters Score -92141.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -92190.398438 Penalty: 3562.069580
	Iteration 36Q: 3 clusters Score -92190.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -92232.960938 Penalty: 3562.069580
	Iteration 37Q: 3 clusters Score -92232.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -92258.625000 Penalty: 3562.069580
	Iteration 38Q: 3 clusters Score -92258.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -92276.359375 Penalty: 3562.069580
	Iteration 39Q: 3 clusters Score -92276.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -92279.906250 Penalty: 3562.069580
	Iteration 40F: 3 clusters Score -92279.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -92281.632812 Penalty: 3562.069580
	Iteration 41Q: 3 clusters Score -92281.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -92281.632812 Penalty: 3562.069580
	Iteration 42F: 3 clusters Score -92281.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80853 members 
Entering Unmasked Estep 
Score: -6166512.500000 Penalty: 2802.496338
	Iteration 0F: 2 clusters Score -6166512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -6112179.000000 Penalty: 5604.992676
	Iteration 0F: 3 clusters Score -6112179 nChanged 38010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -6133707.000000 Penalty: 5604.992676
	Iteration 1F: 3 clusters Score -6133707 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -6134279.500000 Penalty: 5604.992676
	Iteration 2Q: 3 clusters Score -6134280 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -6134935.000000 Penalty: 5604.992676
	Iteration 3Q: 3 clusters Score -6134935 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -6135836.500000 Penalty: 5604.992676
	Iteration 4Q: 3 clusters Score -6135836 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 47723 members 
Entering Unmasked Estep 
Score: -6137251.000000 Penalty: 5604.992676
	Iteration 5Q: 3 clusters Score -6137251 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -6139248.000000 Penalty: 5604.992676
	Iteration 6Q: 3 clusters Score -6139248 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -6142332.000000 Penalty: 5604.992676
	Iteration 7F: 3 clusters Score -6142332 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 61000 members 
Entering Unmasked Estep 
Score: -6146566.000000 Penalty: 5604.992676
	Iteration 8F: 3 clusters Score -6146566 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 67032 members 
Entering Unmasked Estep 
Score: -6151806.500000 Penalty: 5604.992676
	Iteration 9F: 3 clusters Score -6151806 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 72605 members 
Entering Unmasked Estep 
Score: -6156973.500000 Penalty: 5604.992676
	Iteration 10F: 3 clusters Score -6156974 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 76595 members 
Entering Unmasked Estep 
Score: -6160595.000000 Penalty: 5604.992676
	Iteration 11Q: 3 clusters Score -6160595 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 78802 members 
Entering Unmasked Estep 
Score: -6162530.500000 Penalty: 5604.992676
	Iteration 12Q: 3 clusters Score -6162530 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 79788 members 
Entering Unmasked Estep 
Score: -6163369.000000 Penalty: 5604.992676
	Iteration 13Q: 3 clusters Score -6163369 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 80182 members 
Entering Unmasked Estep 
Score: -6163716.500000 Penalty: 5604.992676
	Iteration 14Q: 3 clusters Score -6163716 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 80328 members 
Entering Unmasked Estep 
Score: -6163865.000000 Penalty: 5604.992676
	Iteration 15Q: 3 clusters Score -6163865 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 80398 members 
Entering Unmasked Estep 
Score: -6163964.000000 Penalty: 5604.992676
	Iteration 16Q: 3 clusters Score -6163964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 80438 members 
Entering Unmasked Estep 
Score: -6164012.500000 Penalty: 5604.992676
	Iteration 17Q: 3 clusters Score -6164012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 80466 members 
Entering Unmasked Estep 
Score: -6164036.000000 Penalty: 5604.992676
	Iteration 18Q: 3 clusters Score -6164036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 80481 members 
Entering Unmasked Estep 
Score: -6164061.000000 Penalty: 5604.992676
	Iteration 19Q: 3 clusters Score -6164061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 80496 members 
Entering Unmasked Estep 
Score: -6164071.000000 Penalty: 5604.992676
	Iteration 20F: 3 clusters Score -6164071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 80507 members 
Entering Unmasked Estep 
Score: -6164086.000000 Penalty: 5604.992676
	Iteration 21Q: 3 clusters Score -6164086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 80511 members 
Entering Unmasked Estep 
Score: -6164090.000000 Penalty: 5604.992676
	Iteration 22Q: 3 clusters Score -6164090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 80515 members 
Entering Unmasked Estep 
Score: -6164095.000000 Penalty: 5604.992676
	Iteration 23Q: 3 clusters Score -6164095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 80517 members 
Entering Unmasked Estep 
Score: -6164093.500000 Penalty: 5604.992676
	Iteration 24Q: 3 clusters Score -6164094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 80517 members 
Entering Unmasked Estep 
Score: -6164093.500000 Penalty: 5604.992676
	Iteration 25F: 3 clusters Score -6164094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (358232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358232 members 
Entering Unmasked Estep 
Score: -26790162.000000 Penalty: 3171.656006
	Iteration 0F: 2 clusters Score -2.679016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179207 members 
Mstep: Class 2 contains 179025 members 
Entering Unmasked Estep 
Score: -26548632.000000 Penalty: 6343.312012
	Iteration 0F: 3 clusters Score -2.654863e+07 nChanged 174385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184380 members 
Mstep: Class 2 contains 173852 members 
Entering Unmasked Estep 
Score: -26651344.000000 Penalty: 6343.312012
	Iteration 1F: 3 clusters Score -2.665134e+07 nChanged 8509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187677 members 
Mstep: Class 2 contains 170555 members 
Entering Unmasked Estep 
Score: -26653018.000000 Penalty: 6343.312012
	Iteration 2Q: 3 clusters Score -2.665302e+07 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192955 members 
Mstep: Class 2 contains 165277 members 
Entering Unmasked Estep 
Score: -26654788.000000 Penalty: 6343.312012
	Iteration 3Q: 3 clusters Score -2.665479e+07 nChanged 11293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201174 members 
Mstep: Class 2 contains 157058 members 
Entering Unmasked Estep 
Score: -26657626.000000 Penalty: 6343.312012
	Iteration 4Q: 3 clusters Score -2.665763e+07 nChanged 14576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213794 members 
Mstep: Class 2 contains 144438 members 
Entering Unmasked Estep 
Score: -26663052.000000 Penalty: 6343.312012
	Iteration 5Q: 3 clusters Score -2.666305e+07 nChanged 19810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232576 members 
Mstep: Class 2 contains 125656 members 
Entering Unmasked Estep 
Score: -26673712.000000 Penalty: 6343.312012
	Iteration 6F: 3 clusters Score -2.667371e+07 nChanged 26311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258327 members 
Mstep: Class 2 contains 99905 members 
Entering Unmasked Estep 
Score: -26691864.000000 Penalty: 6343.312012
	Iteration 7F: 3 clusters Score -2.669186e+07 nChanged 31803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289962 members 
Mstep: Class 2 contains 68270 members 
Entering Unmasked Estep 
Score: -26720058.000000 Penalty: 6343.312012
	Iteration 8F: 3 clusters Score -2.672006e+07 nChanged 31045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320955 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -26750962.000000 Penalty: 6343.312012
	Iteration 9F: 3 clusters Score -2.675096e+07 nChanged 22024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342977 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -26773360.000000 Penalty: 6343.312012
	Iteration 10F: 3 clusters Score -2.677336e+07 nChanged 10395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353370 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -26782966.000000 Penalty: 6343.312012
	Iteration 11Q: 3 clusters Score -2.678297e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356766 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -26786036.000000 Penalty: 6343.312012
	Iteration 12Q: 3 clusters Score -2.678604e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357671 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -26786816.000000 Penalty: 6343.312012
	Iteration 13Q: 3 clusters Score -2.678682e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357877 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -26787024.000000 Penalty: 6343.312012
	Iteration 14Q: 3 clusters Score -2.678702e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357950 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -26787140.000000 Penalty: 6343.312012
	Iteration 15Q: 3 clusters Score -2.678714e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357974 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -26787186.000000 Penalty: 6343.312012
	Iteration 16Q: 3 clusters Score -2.678719e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357982 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26787208.000000 Penalty: 6343.312012
	Iteration 17Q: 3 clusters Score -2.678721e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357987 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26787232.000000 Penalty: 6343.312012
	Iteration 18Q: 3 clusters Score -2.678723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357992 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26787268.000000 Penalty: 6343.312012
	Iteration 19Q: 3 clusters Score -2.678727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357999 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26787270.000000 Penalty: 6343.312012
	Iteration 20F: 3 clusters Score -2.678727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358006 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26787280.000000 Penalty: 6343.312012
	Iteration 21Q: 3 clusters Score -2.678728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358009 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26787282.000000 Penalty: 6343.312012
	Iteration 22Q: 3 clusters Score -2.678728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358010 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26787296.000000 Penalty: 6343.312012
	Iteration 23Q: 3 clusters Score -2.67873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358013 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26787296.000000 Penalty: 6343.312012
	Iteration 24Q: 3 clusters Score -2.67873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358015 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -26787296.000000 Penalty: 6343.312012
	Iteration 25Q: 3 clusters Score -2.67873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358015 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -26787296.000000 Penalty: 6343.312012
	Iteration 26F: 3 clusters Score -2.67873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Entering Unmasked Estep 
Score: -3293525.500000 Penalty: 2638.406494
	Iteration 0F: 2 clusters Score -3293526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -3265425.250000 Penalty: 5276.812988
	Iteration 0F: 3 clusters Score -3265425 nChanged 18970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -3275723.000000 Penalty: 5276.812988
	Iteration 1F: 3 clusters Score -3275723 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -3276453.500000 Penalty: 5276.812988
	Iteration 2Q: 3 clusters Score -3276454 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -3277259.250000 Penalty: 5276.812988
	Iteration 3Q: 3 clusters Score -3277259 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -3278093.500000 Penalty: 5276.812988
	Iteration 4Q: 3 clusters Score -3278094 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -3278953.500000 Penalty: 5276.812988
	Iteration 5Q: 3 clusters Score -3278954 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -3279795.750000 Penalty: 5276.812988
	Iteration 6Q: 3 clusters Score -3279796 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -3280698.750000 Penalty: 5276.812988
	Iteration 7Q: 3 clusters Score -3280699 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -3281587.500000 Penalty: 5276.812988
	Iteration 8Q: 3 clusters Score -3281588 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -3282487.250000 Penalty: 5276.812988
	Iteration 9Q: 3 clusters Score -3282487 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -3283409.000000 Penalty: 5276.812988
	Iteration 10Q: 3 clusters Score -3283409 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -3284313.500000 Penalty: 5276.812988
	Iteration 11Q: 3 clusters Score -3284314 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -3285048.000000 Penalty: 5276.812988
	Iteration 12Q: 3 clusters Score -3285048 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -3285758.250000 Penalty: 5276.812988
	Iteration 13Q: 3 clusters Score -3285758 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -3286400.750000 Penalty: 5276.812988
	Iteration 14Q: 3 clusters Score -3286401 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -3286903.000000 Penalty: 5276.812988
	Iteration 15Q: 3 clusters Score -3286903 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -3287308.750000 Penalty: 5276.812988
	Iteration 16Q: 3 clusters Score -3287309 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -3287578.000000 Penalty: 5276.812988
	Iteration 17Q: 3 clusters Score -3287578 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -3287748.250000 Penalty: 5276.812988
	Iteration 18Q: 3 clusters Score -3287748 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -3287861.750000 Penalty: 5276.812988
	Iteration 19Q: 3 clusters Score -3287862 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -3287959.000000 Penalty: 5276.812988
	Iteration 20F: 3 clusters Score -3287959 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -3288044.750000 Penalty: 5276.812988
	Iteration 21Q: 3 clusters Score -3288045 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -3288088.000000 Penalty: 5276.812988
	Iteration 22Q: 3 clusters Score -3288088 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -3288157.750000 Penalty: 5276.812988
	Iteration 23Q: 3 clusters Score -3288158 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -3288210.250000 Penalty: 5276.812988
	Iteration 24Q: 3 clusters Score -3288210 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -3288246.250000 Penalty: 5276.812988
	Iteration 25Q: 3 clusters Score -3288246 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -3288285.500000 Penalty: 5276.812988
	Iteration 26Q: 3 clusters Score -3288286 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -3288298.000000 Penalty: 5276.812988
	Iteration 27Q: 3 clusters Score -3288298 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -3288341.000000 Penalty: 5276.812988
	Iteration 28Q: 3 clusters Score -3288341 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -3288373.500000 Penalty: 5276.812988
	Iteration 29Q: 3 clusters Score -3288374 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -3288403.250000 Penalty: 5276.812988
	Iteration 30Q: 3 clusters Score -3288403 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -3288422.750000 Penalty: 5276.812988
	Iteration 31Q: 3 clusters Score -3288423 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -3288443.000000 Penalty: 5276.812988
	Iteration 32Q: 3 clusters Score -3288443 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -3288474.500000 Penalty: 5276.812988
	Iteration 33Q: 3 clusters Score -3288474 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -3288518.750000 Penalty: 5276.812988
	Iteration 34Q: 3 clusters Score -3288519 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -3288549.500000 Penalty: 5276.812988
	Iteration 35Q: 3 clusters Score -3288550 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -3288584.500000 Penalty: 5276.812988
	Iteration 36Q: 3 clusters Score -3288584 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -3288612.000000 Penalty: 5276.812988
	Iteration 37Q: 3 clusters Score -3288612 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -3288631.250000 Penalty: 5276.812988
	Iteration 38Q: 3 clusters Score -3288631 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -3288683.500000 Penalty: 5276.812988
	Iteration 39Q: 3 clusters Score -3288684 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -3288726.750000 Penalty: 5276.812988
	Iteration 40F: 3 clusters Score -3288727 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -3288773.000000 Penalty: 5276.812988
	Iteration 41Q: 3 clusters Score -3288773 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -3288830.250000 Penalty: 5276.812988
	Iteration 42Q: 3 clusters Score -3288830 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -3288864.750000 Penalty: 5276.812988
	Iteration 43Q: 3 clusters Score -3288865 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -3288937.750000 Penalty: 5276.812988
	Iteration 44Q: 3 clusters Score -3288938 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -3288996.500000 Penalty: 5276.812988
	Iteration 45Q: 3 clusters Score -3288996 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -3289085.500000 Penalty: 5276.812988
	Iteration 46Q: 3 clusters Score -3289086 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -3289174.000000 Penalty: 5276.812988
	Iteration 47Q: 3 clusters Score -3289174 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -3289269.500000 Penalty: 5276.812988
	Iteration 48Q: 3 clusters Score -3289270 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -3289410.000000 Penalty: 5276.812988
	Iteration 49Q: 3 clusters Score -3289410 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -3289523.000000 Penalty: 5276.812988
	Iteration 50Q: 3 clusters Score -3289523 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -3289687.250000 Penalty: 5276.812988
	Iteration 51Q: 3 clusters Score -3289687 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -3289884.250000 Penalty: 5276.812988
	Iteration 52Q: 3 clusters Score -3289884 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -3290090.000000 Penalty: 5276.812988
	Iteration 53Q: 3 clusters Score -3290090 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -3290281.000000 Penalty: 5276.812988
	Iteration 54Q: 3 clusters Score -3290281 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -3290503.750000 Penalty: 5276.812988
	Iteration 55Q: 3 clusters Score -3290504 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -3290695.500000 Penalty: 5276.812988
	Iteration 56Q: 3 clusters Score -3290696 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -3290864.250000 Penalty: 5276.812988
	Iteration 57Q: 3 clusters Score -3290864 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -3291047.500000 Penalty: 5276.812988
	Iteration 58Q: 3 clusters Score -3291048 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -3291188.750000 Penalty: 5276.812988
	Iteration 59Q: 3 clusters Score -3291189 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -3291292.000000 Penalty: 5276.812988
	Iteration 60F: 3 clusters Score -3291292 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -3291382.000000 Penalty: 5276.812988
	Iteration 61Q: 3 clusters Score -3291382 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -3291459.250000 Penalty: 5276.812988
	Iteration 62Q: 3 clusters Score -3291459 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -3291520.000000 Penalty: 5276.812988
	Iteration 63Q: 3 clusters Score -3291520 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -3291555.500000 Penalty: 5276.812988
	Iteration 64Q: 3 clusters Score -3291556 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -3291591.250000 Penalty: 5276.812988
	Iteration 65Q: 3 clusters Score -3291591 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -3291613.250000 Penalty: 5276.812988
	Iteration 66Q: 3 clusters Score -3291613 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -3291657.000000 Penalty: 5276.812988
	Iteration 67Q: 3 clusters Score -3291657 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -3291702.500000 Penalty: 5276.812988
	Iteration 68Q: 3 clusters Score -3291702 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -3291739.750000 Penalty: 5276.812988
	Iteration 69Q: 3 clusters Score -3291740 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -3291764.750000 Penalty: 5276.812988
	Iteration 70Q: 3 clusters Score -3291765 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -3291794.500000 Penalty: 5276.812988
	Iteration 71Q: 3 clusters Score -3291794 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -3291820.500000 Penalty: 5276.812988
	Iteration 72Q: 3 clusters Score -3291820 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -3291841.000000 Penalty: 5276.812988
	Iteration 73Q: 3 clusters Score -3291841 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -3291854.500000 Penalty: 5276.812988
	Iteration 74Q: 3 clusters Score -3291854 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -3291869.000000 Penalty: 5276.812988
	Iteration 75Q: 3 clusters Score -3291869 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -3291869.000000 Penalty: 5276.812988
	Iteration 76Q: 3 clusters Score -3291869 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -3291876.750000 Penalty: 5276.812988
	Iteration 77Q: 3 clusters Score -3291877 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -3291873.750000 Penalty: 5276.812988
	Iteration 78Q: 3 clusters Score -3291874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -3291889.000000 Penalty: 5276.812988
	Iteration 79Q: 3 clusters Score -3291889 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -3291900.750000 Penalty: 5276.812988
	Iteration 80F: 3 clusters Score -3291901 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -3291908.000000 Penalty: 5276.812988
	Iteration 81Q: 3 clusters Score -3291908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -3291915.000000 Penalty: 5276.812988
	Iteration 82Q: 3 clusters Score -3291915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -3291915.250000 Penalty: 5276.812988
	Iteration 83Q: 3 clusters Score -3291915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -3291925.500000 Penalty: 5276.812988
	Iteration 84Q: 3 clusters Score -3291926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -3291931.250000 Penalty: 5276.812988
	Iteration 85Q: 3 clusters Score -3291931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -3291930.000000 Penalty: 5276.812988
	Iteration 86Q: 3 clusters Score -3291930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -3291936.250000 Penalty: 5276.812988
	Iteration 87Q: 3 clusters Score -3291936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -3291943.750000 Penalty: 5276.812988
	Iteration 88Q: 3 clusters Score -3291944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -3291937.000000 Penalty: 5276.812988
	Iteration 89Q: 3 clusters Score -3291937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -3291938.500000 Penalty: 5276.812988
	Iteration 90Q: 3 clusters Score -3291938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -3291946.000000 Penalty: 5276.812988
	Iteration 91Q: 3 clusters Score -3291946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -3291952.250000 Penalty: 5276.812988
	Iteration 92Q: 3 clusters Score -3291952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -3291955.000000 Penalty: 5276.812988
	Iteration 93Q: 3 clusters Score -3291955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -3291954.250000 Penalty: 5276.812988
	Iteration 94Q: 3 clusters Score -3291954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -3291952.750000 Penalty: 5276.812988
	Iteration 95Q: 3 clusters Score -3291953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -3291958.750000 Penalty: 5276.812988
	Iteration 96Q: 3 clusters Score -3291959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -3291971.500000 Penalty: 5276.812988
	Iteration 97Q: 3 clusters Score -3291972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -3291975.250000 Penalty: 5276.812988
	Iteration 98Q: 3 clusters Score -3291975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -3291978.000000 Penalty: 5276.812988
	Iteration 99Q: 3 clusters Score -3291978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -3291984.750000 Penalty: 5276.812988
	Iteration 100F: 3 clusters Score -3291985 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -3291986.500000 Penalty: 5276.812988
	Iteration 101Q: 3 clusters Score -3291986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -3291988.250000 Penalty: 5276.812988
	Iteration 102Q: 3 clusters Score -3291988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -3292001.500000 Penalty: 5276.812988
	Iteration 103Q: 3 clusters Score -3292002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -3292000.500000 Penalty: 5276.812988
	Iteration 104Q: 3 clusters Score -3292000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -3292006.750000 Penalty: 5276.812988
	Iteration 105Q: 3 clusters Score -3292007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -3292004.000000 Penalty: 5276.812988
	Iteration 106Q: 3 clusters Score -3292004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -3292011.250000 Penalty: 5276.812988
	Iteration 107Q: 3 clusters Score -3292011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -3292005.750000 Penalty: 5276.812988
	Iteration 108Q: 3 clusters Score -3292006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -3292008.500000 Penalty: 5276.812988
	Iteration 109Q: 3 clusters Score -3292008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -3292013.000000 Penalty: 5276.812988
	Iteration 110Q: 3 clusters Score -3292013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -3292014.250000 Penalty: 5276.812988
	Iteration 111Q: 3 clusters Score -3292014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -3292015.750000 Penalty: 5276.812988
	Iteration 112Q: 3 clusters Score -3292016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -3292015.250000 Penalty: 5276.812988
	Iteration 113Q: 3 clusters Score -3292015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -3292011.750000 Penalty: 5276.812988
	Iteration 114Q: 3 clusters Score -3292012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -3292014.500000 Penalty: 5276.812988
	Iteration 115Q: 3 clusters Score -3292014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -3292012.500000 Penalty: 5276.812988
	Iteration 116Q: 3 clusters Score -3292012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -3292010.750000 Penalty: 5276.812988
	Iteration 117Q: 3 clusters Score -3292011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -3292014.500000 Penalty: 5276.812988
	Iteration 118Q: 3 clusters Score -3292014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -3292009.250000 Penalty: 5276.812988
	Iteration 119Q: 3 clusters Score -3292009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -3292011.750000 Penalty: 5276.812988
	Iteration 120F: 3 clusters Score -3292012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -3292016.000000 Penalty: 5276.812988
	Iteration 121Q: 3 clusters Score -3292016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -3292015.000000 Penalty: 5276.812988
	Iteration 122Q: 3 clusters Score -3292015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -3292015.000000 Penalty: 5276.812988
	Iteration 123F: 3 clusters Score -3292015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Entering Unmasked Estep 
Score: -247287.656250 Penalty: 2084.420166
	Iteration 0F: 2 clusters Score -247287.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -243138.281250 Penalty: 4168.840332
	Iteration 0F: 3 clusters Score -243138.3 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -244468.531250 Penalty: 4168.840332
	Iteration 1F: 3 clusters Score -244468.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -245111.312500 Penalty: 4168.840332
	Iteration 2F: 3 clusters Score -245111.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -245735.312500 Penalty: 4168.840332
	Iteration 3F: 3 clusters Score -245735.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -246156.578125 Penalty: 4168.840332
	Iteration 4F: 3 clusters Score -246156.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -246399.656250 Penalty: 4168.840332
	Iteration 5F: 3 clusters Score -246399.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -246567.921875 Penalty: 4168.840332
	Iteration 6Q: 3 clusters Score -246567.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -246662.468750 Penalty: 4168.840332
	Iteration 7Q: 3 clusters Score -246662.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -246721.328125 Penalty: 4168.840332
	Iteration 8Q: 3 clusters Score -246721.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -246764.953125 Penalty: 4168.840332
	Iteration 9Q: 3 clusters Score -246765 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -246800.578125 Penalty: 4168.840332
	Iteration 10Q: 3 clusters Score -246800.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -246826.734375 Penalty: 4168.840332
	Iteration 11Q: 3 clusters Score -246826.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -246844.062500 Penalty: 4168.840332
	Iteration 12Q: 3 clusters Score -246844.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -246858.484375 Penalty: 4168.840332
	Iteration 13Q: 3 clusters Score -246858.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -246866.062500 Penalty: 4168.840332
	Iteration 14Q: 3 clusters Score -246866.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -246869.484375 Penalty: 4168.840332
	Iteration 15Q: 3 clusters Score -246869.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -246870.781250 Penalty: 4168.840332
	Iteration 16Q: 3 clusters Score -246870.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -246873.781250 Penalty: 4168.840332
	Iteration 17Q: 3 clusters Score -246873.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -246874.687500 Penalty: 4168.840332
	Iteration 18Q: 3 clusters Score -246874.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -246875.484375 Penalty: 4168.840332
	Iteration 19Q: 3 clusters Score -246875.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -246877.218750 Penalty: 4168.840332
	Iteration 20F: 3 clusters Score -246877.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -246877.312500 Penalty: 4168.840332
	Iteration 21Q: 3 clusters Score -246877.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -246877.312500 Penalty: 4168.840332
	Iteration 22F: 3 clusters Score -246877.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Entering Unmasked Estep 
Score: -353420.562500 Penalty: 2109.570801
	Iteration 0F: 2 clusters Score -353420.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -348939.500000 Penalty: 4219.141602
	Iteration 0F: 3 clusters Score -348939.5 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -350010.093750 Penalty: 4219.141602
	Iteration 1F: 3 clusters Score -350010.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -350221.468750 Penalty: 4219.141602
	Iteration 2F: 3 clusters Score -350221.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -350388.031250 Penalty: 4219.141602
	Iteration 3F: 3 clusters Score -350388 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -350536.531250 Penalty: 4219.141602
	Iteration 4Q: 3 clusters Score -350536.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -350728.750000 Penalty: 4219.141602
	Iteration 5Q: 3 clusters Score -350728.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -350970.187500 Penalty: 4219.141602
	Iteration 6F: 3 clusters Score -350970.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -351253.125000 Penalty: 4219.141602
	Iteration 7F: 3 clusters Score -351253.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -351556.250000 Penalty: 4219.141602
	Iteration 8F: 3 clusters Score -351556.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -351797.687500 Penalty: 4219.141602
	Iteration 9F: 3 clusters Score -351797.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -351970.656250 Penalty: 4219.141602
	Iteration 10Q: 3 clusters Score -351970.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -352097.187500 Penalty: 4219.141602
	Iteration 11Q: 3 clusters Score -352097.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -352179.625000 Penalty: 4219.141602
	Iteration 12Q: 3 clusters Score -352179.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -352250.500000 Penalty: 4219.141602
	Iteration 13Q: 3 clusters Score -352250.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -352300.218750 Penalty: 4219.141602
	Iteration 14Q: 3 clusters Score -352300.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -352341.687500 Penalty: 4219.141602
	Iteration 15Q: 3 clusters Score -352341.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -352362.437500 Penalty: 4219.141602
	Iteration 16Q: 3 clusters Score -352362.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -352378.656250 Penalty: 4219.141602
	Iteration 17Q: 3 clusters Score -352378.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -352396.000000 Penalty: 4219.141602
	Iteration 18Q: 3 clusters Score -352396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -352407.062500 Penalty: 4219.141602
	Iteration 19Q: 3 clusters Score -352407.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -352415.718750 Penalty: 4219.141602
	Iteration 20F: 3 clusters Score -352415.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -352421.406250 Penalty: 4219.141602
	Iteration 21Q: 3 clusters Score -352421.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -352426.000000 Penalty: 4219.141602
	Iteration 22Q: 3 clusters Score -352426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -352433.000000 Penalty: 4219.141602
	Iteration 23Q: 3 clusters Score -352433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -352440.531250 Penalty: 4219.141602
	Iteration 24Q: 3 clusters Score -352440.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -352445.281250 Penalty: 4219.141602
	Iteration 25Q: 3 clusters Score -352445.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -352447.343750 Penalty: 4219.141602
	Iteration 26Q: 3 clusters Score -352447.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -352449.843750 Penalty: 4219.141602
	Iteration 27Q: 3 clusters Score -352449.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -352451.968750 Penalty: 4219.141602
	Iteration 28Q: 3 clusters Score -352452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -352454.218750 Penalty: 4219.141602
	Iteration 29Q: 3 clusters Score -352454.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -352456.562500 Penalty: 4219.141602
	Iteration 30Q: 3 clusters Score -352456.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -352457.062500 Penalty: 4219.141602
	Iteration 31Q: 3 clusters Score -352457.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -352458.218750 Penalty: 4219.141602
	Iteration 32Q: 3 clusters Score -352458.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -352457.406250 Penalty: 4219.141602
	Iteration 33Q: 3 clusters Score -352457.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -352457.406250 Penalty: 4219.141602
	Iteration 34F: 3 clusters Score -352457.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Entering Unmasked Estep 
Score: -548316.187500 Penalty: 2202.316162
	Iteration 0F: 2 clusters Score -548316.2 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 3577 members 
Entering Unmasked Estep 
Score: -542460.437500 Penalty: 4404.632324
	Iteration 0F: 3 clusters Score -542460.4 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -543992.750000 Penalty: 4404.632324
	Iteration 1F: 3 clusters Score -543992.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -544243.625000 Penalty: 4404.632324
	Iteration 2F: 3 clusters Score -544243.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -544447.375000 Penalty: 4404.632324
	Iteration 3F: 3 clusters Score -544447.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -544613.312500 Penalty: 4404.632324
	Iteration 4Q: 3 clusters Score -544613.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -544766.500000 Penalty: 4404.632324
	Iteration 5Q: 3 clusters Score -544766.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -544938.125000 Penalty: 4404.632324
	Iteration 6Q: 3 clusters Score -544938.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -545105.875000 Penalty: 4404.632324
	Iteration 7Q: 3 clusters Score -545105.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -545278.312500 Penalty: 4404.632324
	Iteration 8Q: 3 clusters Score -545278.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -545488.437500 Penalty: 4404.632324
	Iteration 9Q: 3 clusters Score -545488.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -545729.625000 Penalty: 4404.632324
	Iteration 10Q: 3 clusters Score -545729.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -545978.187500 Penalty: 4404.632324
	Iteration 11Q: 3 clusters Score -545978.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -546206.500000 Penalty: 4404.632324
	Iteration 12Q: 3 clusters Score -546206.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -546424.250000 Penalty: 4404.632324
	Iteration 13Q: 3 clusters Score -546424.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -546607.625000 Penalty: 4404.632324
	Iteration 14Q: 3 clusters Score -546607.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -546717.312500 Penalty: 4404.632324
	Iteration 15Q: 3 clusters Score -546717.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -546784.000000 Penalty: 4404.632324
	Iteration 16Q: 3 clusters Score -546784 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -546846.687500 Penalty: 4404.632324
	Iteration 17Q: 3 clusters Score -546846.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -546897.062500 Penalty: 4404.632324
	Iteration 18Q: 3 clusters Score -546897.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -546941.250000 Penalty: 4404.632324
	Iteration 19Q: 3 clusters Score -546941.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -546971.937500 Penalty: 4404.632324
	Iteration 20F: 3 clusters Score -546971.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -546990.250000 Penalty: 4404.632324
	Iteration 21Q: 3 clusters Score -546990.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -547006.250000 Penalty: 4404.632324
	Iteration 22Q: 3 clusters Score -547006.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -547011.437500 Penalty: 4404.632324
	Iteration 23Q: 3 clusters Score -547011.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -547021.875000 Penalty: 4404.632324
	Iteration 24Q: 3 clusters Score -547021.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -547029.750000 Penalty: 4404.632324
	Iteration 25Q: 3 clusters Score -547029.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -547035.250000 Penalty: 4404.632324
	Iteration 26Q: 3 clusters Score -547035.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -547040.250000 Penalty: 4404.632324
	Iteration 27Q: 3 clusters Score -547040.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -547042.625000 Penalty: 4404.632324
	Iteration 28Q: 3 clusters Score -547042.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -547044.312500 Penalty: 4404.632324
	Iteration 29Q: 3 clusters Score -547044.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -547047.937500 Penalty: 4404.632324
	Iteration 30Q: 3 clusters Score -547047.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -547049.062500 Penalty: 4404.632324
	Iteration 31Q: 3 clusters Score -547049.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -547050.562500 Penalty: 4404.632324
	Iteration 32Q: 3 clusters Score -547050.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -547051.562500 Penalty: 4404.632324
	Iteration 33Q: 3 clusters Score -547051.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -547051.187500 Penalty: 4404.632324
	Iteration 34Q: 3 clusters Score -547051.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -547052.000000 Penalty: 4404.632324
	Iteration 35Q: 3 clusters Score -547052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -547052.000000 Penalty: 4404.632324
	Iteration 36F: 3 clusters Score -547052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Entering Unmasked Estep 
Score: -479607.125000 Penalty: 2174.452148
	Iteration 0F: 2 clusters Score -479607.1 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 3119 members 
Entering Unmasked Estep 
Score: -474224.562500 Penalty: 4348.904297
	Iteration 0F: 3 clusters Score -474224.6 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -475541.687500 Penalty: 4348.904297
	Iteration 1F: 3 clusters Score -475541.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -475797.656250 Penalty: 4348.904297
	Iteration 2F: 3 clusters Score -475797.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -475967.875000 Penalty: 4348.904297
	Iteration 3F: 3 clusters Score -475967.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -476110.468750 Penalty: 4348.904297
	Iteration 4Q: 3 clusters Score -476110.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -476221.250000 Penalty: 4348.904297
	Iteration 5Q: 3 clusters Score -476221.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -476328.562500 Penalty: 4348.904297
	Iteration 6Q: 3 clusters Score -476328.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -476420.218750 Penalty: 4348.904297
	Iteration 7Q: 3 clusters Score -476420.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -476516.656250 Penalty: 4348.904297
	Iteration 8Q: 3 clusters Score -476516.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -476618.937500 Penalty: 4348.904297
	Iteration 9Q: 3 clusters Score -476618.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -476735.625000 Penalty: 4348.904297
	Iteration 10Q: 3 clusters Score -476735.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -476858.156250 Penalty: 4348.904297
	Iteration 11Q: 3 clusters Score -476858.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -476969.093750 Penalty: 4348.904297
	Iteration 12Q: 3 clusters Score -476969.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -477097.468750 Penalty: 4348.904297
	Iteration 13Q: 3 clusters Score -477097.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -477226.062500 Penalty: 4348.904297
	Iteration 14Q: 3 clusters Score -477226.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -477327.437500 Penalty: 4348.904297
	Iteration 15Q: 3 clusters Score -477327.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -477423.562500 Penalty: 4348.904297
	Iteration 16Q: 3 clusters Score -477423.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -477503.937500 Penalty: 4348.904297
	Iteration 17Q: 3 clusters Score -477503.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -477563.281250 Penalty: 4348.904297
	Iteration 18Q: 3 clusters Score -477563.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -477600.375000 Penalty: 4348.904297
	Iteration 19Q: 3 clusters Score -477600.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -477627.093750 Penalty: 4348.904297
	Iteration 20F: 3 clusters Score -477627.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -477652.937500 Penalty: 4348.904297
	Iteration 21Q: 3 clusters Score -477652.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -477673.125000 Penalty: 4348.904297
	Iteration 22Q: 3 clusters Score -477673.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -477685.125000 Penalty: 4348.904297
	Iteration 23Q: 3 clusters Score -477685.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -477695.187500 Penalty: 4348.904297
	Iteration 24Q: 3 clusters Score -477695.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -477698.031250 Penalty: 4348.904297
	Iteration 25Q: 3 clusters Score -477698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -477707.000000 Penalty: 4348.904297
	Iteration 26Q: 3 clusters Score -477707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -477712.312500 Penalty: 4348.904297
	Iteration 27Q: 3 clusters Score -477712.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -477717.718750 Penalty: 4348.904297
	Iteration 28Q: 3 clusters Score -477717.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -477726.187500 Penalty: 4348.904297
	Iteration 29Q: 3 clusters Score -477726.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -477731.250000 Penalty: 4348.904297
	Iteration 30Q: 3 clusters Score -477731.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -477737.843750 Penalty: 4348.904297
	Iteration 31Q: 3 clusters Score -477737.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -477744.093750 Penalty: 4348.904297
	Iteration 32Q: 3 clusters Score -477744.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -477749.062500 Penalty: 4348.904297
	Iteration 33Q: 3 clusters Score -477749.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -477757.875000 Penalty: 4348.904297
	Iteration 34Q: 3 clusters Score -477757.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -477760.843750 Penalty: 4348.904297
	Iteration 35Q: 3 clusters Score -477760.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -477762.218750 Penalty: 4348.904297
	Iteration 36Q: 3 clusters Score -477762.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -477763.218750 Penalty: 4348.904297
	Iteration 37Q: 3 clusters Score -477763.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -477763.218750 Penalty: 4348.904297
	Iteration 38F: 3 clusters Score -477763.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (128372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128372 members 
Entering Unmasked Estep 
Score: -9813301.000000 Penalty: 2917.146484
	Iteration 0F: 2 clusters Score -9813301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64088 members 
Mstep: Class 2 contains 64284 members 
Entering Unmasked Estep 
Score: -9727184.000000 Penalty: 5834.292969
	Iteration 0F: 3 clusters Score -9727184 nChanged 61110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62970 members 
Mstep: Class 2 contains 65402 members 
Entering Unmasked Estep 
Score: -9762682.000000 Penalty: 5834.292969
	Iteration 1F: 3 clusters Score -9762682 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62373 members 
Mstep: Class 2 contains 65999 members 
Entering Unmasked Estep 
Score: -9763611.000000 Penalty: 5834.292969
	Iteration 2Q: 3 clusters Score -9763611 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 66795 members 
Entering Unmasked Estep 
Score: -9764663.000000 Penalty: 5834.292969
	Iteration 3Q: 3 clusters Score -9764663 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60428 members 
Mstep: Class 2 contains 67944 members 
Entering Unmasked Estep 
Score: -9766260.000000 Penalty: 5834.292969
	Iteration 4Q: 3 clusters Score -9766260 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58866 members 
Mstep: Class 2 contains 69506 members 
Entering Unmasked Estep 
Score: -9768341.000000 Penalty: 5834.292969
	Iteration 5Q: 3 clusters Score -9768341 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56677 members 
Mstep: Class 2 contains 71695 members 
Entering Unmasked Estep 
Score: -9771076.000000 Penalty: 5834.292969
	Iteration 6Q: 3 clusters Score -9771076 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 74654 members 
Entering Unmasked Estep 
Score: -9774592.000000 Penalty: 5834.292969
	Iteration 7F: 3 clusters Score -9774592 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 78465 members 
Entering Unmasked Estep 
Score: -9778763.000000 Penalty: 5834.292969
	Iteration 8F: 3 clusters Score -9778763 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 83051 members 
Entering Unmasked Estep 
Score: -9783245.000000 Penalty: 5834.292969
	Iteration 9F: 3 clusters Score -9783245 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 88311 members 
Entering Unmasked Estep 
Score: -9787820.000000 Penalty: 5834.292969
	Iteration 10F: 3 clusters Score -9787820 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 93885 members 
Entering Unmasked Estep 
Score: -9792215.000000 Penalty: 5834.292969
	Iteration 11F: 3 clusters Score -9792215 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 99323 members 
Entering Unmasked Estep 
Score: -9796392.000000 Penalty: 5834.292969
	Iteration 12Q: 3 clusters Score -9796392 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 104333 members 
Entering Unmasked Estep 
Score: -9800050.000000 Penalty: 5834.292969
	Iteration 13Q: 3 clusters Score -9800050 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 108719 members 
Entering Unmasked Estep 
Score: -9803345.000000 Penalty: 5834.292969
	Iteration 14Q: 3 clusters Score -9803345 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 112297 members 
Entering Unmasked Estep 
Score: -9805612.000000 Penalty: 5834.292969
	Iteration 15Q: 3 clusters Score -9805612 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 115107 members 
Entering Unmasked Estep 
Score: -9807248.000000 Penalty: 5834.292969
	Iteration 16Q: 3 clusters Score -9807248 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 117401 members 
Entering Unmasked Estep 
Score: -9808473.000000 Penalty: 5834.292969
	Iteration 17Q: 3 clusters Score -9808473 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 119165 members 
Entering Unmasked Estep 
Score: -9809271.000000 Penalty: 5834.292969
	Iteration 18Q: 3 clusters Score -9809271 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 120477 members 
Entering Unmasked Estep 
Score: -9809756.000000 Penalty: 5834.292969
	Iteration 19Q: 3 clusters Score -9809756 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 121521 members 
Entering Unmasked Estep 
Score: -9810118.000000 Penalty: 5834.292969
	Iteration 20F: 3 clusters Score -9810118 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 122358 members 
Entering Unmasked Estep 
Score: -9810416.000000 Penalty: 5834.292969
	Iteration 21Q: 3 clusters Score -9810416 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 123011 members 
Entering Unmasked Estep 
Score: -9810685.000000 Penalty: 5834.292969
	Iteration 22Q: 3 clusters Score -9810685 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 123489 members 
Entering Unmasked Estep 
Score: -9810811.000000 Penalty: 5834.292969
	Iteration 23Q: 3 clusters Score -9810811 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 123887 members 
Entering Unmasked Estep 
Score: -9810925.000000 Penalty: 5834.292969
	Iteration 24Q: 3 clusters Score -9810925 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 124186 members 
Entering Unmasked Estep 
Score: -9810979.000000 Penalty: 5834.292969
	Iteration 25Q: 3 clusters Score -9810979 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 124421 members 
Entering Unmasked Estep 
Score: -9811062.000000 Penalty: 5834.292969
	Iteration 26Q: 3 clusters Score -9811062 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 124586 members 
Entering Unmasked Estep 
Score: -9811119.000000 Penalty: 5834.292969
	Iteration 27Q: 3 clusters Score -9811119 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 124746 members 
Entering Unmasked Estep 
Score: -9811168.000000 Penalty: 5834.292969
	Iteration 28Q: 3 clusters Score -9811168 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 124877 members 
Entering Unmasked Estep 
Score: -9811195.000000 Penalty: 5834.292969
	Iteration 29Q: 3 clusters Score -9811195 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 124996 members 
Entering Unmasked Estep 
Score: -9811232.000000 Penalty: 5834.292969
	Iteration 30Q: 3 clusters Score -9811232 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 125103 members 
Entering Unmasked Estep 
Score: -9811279.000000 Penalty: 5834.292969
	Iteration 31Q: 3 clusters Score -9811279 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 125193 members 
Entering Unmasked Estep 
Score: -9811301.000000 Penalty: 5834.292969
	Iteration 32Q: 3 clusters Score -9811301 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 125262 members 
Entering Unmasked Estep 
Score: -9811311.000000 Penalty: 5834.292969
	Iteration 33Q: 3 clusters Score -9811311 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 125337 members 
Entering Unmasked Estep 
Score: -9811352.000000 Penalty: 5834.292969
	Iteration 34Q: 3 clusters Score -9811352 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 125399 members 
Entering Unmasked Estep 
Score: -9811359.000000 Penalty: 5834.292969
	Iteration 35Q: 3 clusters Score -9811359 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 125449 members 
Entering Unmasked Estep 
Score: -9811363.000000 Penalty: 5834.292969
	Iteration 36Q: 3 clusters Score -9811363 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 125487 members 
Entering Unmasked Estep 
Score: -9811375.000000 Penalty: 5834.292969
	Iteration 37Q: 3 clusters Score -9811375 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 125511 members 
Entering Unmasked Estep 
Score: -9811388.000000 Penalty: 5834.292969
	Iteration 38Q: 3 clusters Score -9811388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 125532 members 
Entering Unmasked Estep 
Score: -9811383.000000 Penalty: 5834.292969
	Iteration 39Q: 3 clusters Score -9811383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 125555 members 
Entering Unmasked Estep 
Score: -9811389.000000 Penalty: 5834.292969
	Iteration 40F: 3 clusters Score -9811389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 125571 members 
Entering Unmasked Estep 
Score: -9811391.000000 Penalty: 5834.292969
	Iteration 41Q: 3 clusters Score -9811391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 125587 members 
Entering Unmasked Estep 
Score: -9811410.000000 Penalty: 5834.292969
	Iteration 42Q: 3 clusters Score -9811410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 125609 members 
Entering Unmasked Estep 
Score: -9811414.000000 Penalty: 5834.292969
	Iteration 43Q: 3 clusters Score -9811414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 125616 members 
Entering Unmasked Estep 
Score: -9811419.000000 Penalty: 5834.292969
	Iteration 44Q: 3 clusters Score -9811419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 125632 members 
Entering Unmasked Estep 
Score: -9811435.000000 Penalty: 5834.292969
	Iteration 45Q: 3 clusters Score -9811435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 125641 members 
Entering Unmasked Estep 
Score: -9811443.000000 Penalty: 5834.292969
	Iteration 46Q: 3 clusters Score -9811443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 125653 members 
Entering Unmasked Estep 
Score: -9811438.000000 Penalty: 5834.292969
	Iteration 47Q: 3 clusters Score -9811438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 125670 members 
Entering Unmasked Estep 
Score: -9811432.000000 Penalty: 5834.292969
	Iteration 48Q: 3 clusters Score -9811432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 125680 members 
Entering Unmasked Estep 
Score: -9811435.000000 Penalty: 5834.292969
	Iteration 49Q: 3 clusters Score -9811435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 125681 members 
Entering Unmasked Estep 
Score: -9811430.000000 Penalty: 5834.292969
	Iteration 50Q: 3 clusters Score -9811430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 125689 members 
Entering Unmasked Estep 
Score: -9811441.000000 Penalty: 5834.292969
	Iteration 51Q: 3 clusters Score -9811441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 125698 members 
Entering Unmasked Estep 
Score: -9811428.000000 Penalty: 5834.292969
	Iteration 52Q: 3 clusters Score -9811428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 125706 members 
Entering Unmasked Estep 
Score: -9811440.000000 Penalty: 5834.292969
	Iteration 53Q: 3 clusters Score -9811440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 125714 members 
Entering Unmasked Estep 
Score: -9811441.000000 Penalty: 5834.292969
	Iteration 54Q: 3 clusters Score -9811441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 125719 members 
Entering Unmasked Estep 
Score: -9811436.000000 Penalty: 5834.292969
	Iteration 55Q: 3 clusters Score -9811436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 125726 members 
Entering Unmasked Estep 
Score: -9811433.000000 Penalty: 5834.292969
	Iteration 56Q: 3 clusters Score -9811433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 125730 members 
Entering Unmasked Estep 
Score: -9811446.000000 Penalty: 5834.292969
	Iteration 57Q: 3 clusters Score -9811446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 125734 members 
Entering Unmasked Estep 
Score: -9811438.000000 Penalty: 5834.292969
	Iteration 58Q: 3 clusters Score -9811438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 125737 members 
Entering Unmasked Estep 
Score: -9811431.000000 Penalty: 5834.292969
	Iteration 59Q: 3 clusters Score -9811431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 125741 members 
Entering Unmasked Estep 
Score: -9811434.000000 Penalty: 5834.292969
	Iteration 60F: 3 clusters Score -9811434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 125744 members 
Entering Unmasked Estep 
Score: -9811435.000000 Penalty: 5834.292969
	Iteration 61Q: 3 clusters Score -9811435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 125750 members 
Entering Unmasked Estep 
Score: -9811450.000000 Penalty: 5834.292969
	Iteration 62Q: 3 clusters Score -9811450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 125754 members 
Entering Unmasked Estep 
Score: -9811457.000000 Penalty: 5834.292969
	Iteration 63Q: 3 clusters Score -9811457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 125757 members 
Entering Unmasked Estep 
Score: -9811461.000000 Penalty: 5834.292969
	Iteration 64Q: 3 clusters Score -9811461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 125757 members 
Entering Unmasked Estep 
Score: -9811461.000000 Penalty: 5834.292969
	Iteration 65F: 3 clusters Score -9811461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Entering Unmasked Estep 
Score: -1562543.625000 Penalty: 2494.842773
	Iteration 0F: 2 clusters Score -1562544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1546236.625000 Penalty: 4989.685547
	Iteration 0F: 3 clusters Score -1546237 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1551867.375000 Penalty: 4989.685547
	Iteration 1F: 3 clusters Score -1551867 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1552352.750000 Penalty: 4989.685547
	Iteration 2F: 3 clusters Score -1552353 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1552789.500000 Penalty: 4989.685547
	Iteration 3Q: 3 clusters Score -1552790 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1553245.875000 Penalty: 4989.685547
	Iteration 4Q: 3 clusters Score -1553246 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1553840.375000 Penalty: 4989.685547
	Iteration 5Q: 3 clusters Score -1553840 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1554541.250000 Penalty: 4989.685547
	Iteration 6F: 3 clusters Score -1554541 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1555286.250000 Penalty: 4989.685547
	Iteration 7F: 3 clusters Score -1555286 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -1556144.875000 Penalty: 4989.685547
	Iteration 8F: 3 clusters Score -1556145 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -1557039.500000 Penalty: 4989.685547
	Iteration 9Q: 3 clusters Score -1557040 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -1557884.000000 Penalty: 4989.685547
	Iteration 10Q: 3 clusters Score -1557884 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -1558574.625000 Penalty: 4989.685547
	Iteration 11Q: 3 clusters Score -1558575 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -1559102.125000 Penalty: 4989.685547
	Iteration 12Q: 3 clusters Score -1559102 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -1559473.875000 Penalty: 4989.685547
	Iteration 13Q: 3 clusters Score -1559474 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -1559721.500000 Penalty: 4989.685547
	Iteration 14Q: 3 clusters Score -1559722 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -1559903.250000 Penalty: 4989.685547
	Iteration 15Q: 3 clusters Score -1559903 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -1560041.625000 Penalty: 4989.685547
	Iteration 16Q: 3 clusters Score -1560042 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -1560146.125000 Penalty: 4989.685547
	Iteration 17Q: 3 clusters Score -1560146 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -1560229.875000 Penalty: 4989.685547
	Iteration 18Q: 3 clusters Score -1560230 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -1560307.500000 Penalty: 4989.685547
	Iteration 19Q: 3 clusters Score -1560308 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -1560373.375000 Penalty: 4989.685547
	Iteration 20F: 3 clusters Score -1560373 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -1560428.250000 Penalty: 4989.685547
	Iteration 21Q: 3 clusters Score -1560428 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -1560477.625000 Penalty: 4989.685547
	Iteration 22Q: 3 clusters Score -1560478 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -1560519.625000 Penalty: 4989.685547
	Iteration 23Q: 3 clusters Score -1560520 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -1560548.000000 Penalty: 4989.685547
	Iteration 24Q: 3 clusters Score -1560548 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -1560576.625000 Penalty: 4989.685547
	Iteration 25Q: 3 clusters Score -1560577 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -1560602.750000 Penalty: 4989.685547
	Iteration 26Q: 3 clusters Score -1560603 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -1560623.625000 Penalty: 4989.685547
	Iteration 27Q: 3 clusters Score -1560624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -1560640.875000 Penalty: 4989.685547
	Iteration 28Q: 3 clusters Score -1560641 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -1560651.125000 Penalty: 4989.685547
	Iteration 29Q: 3 clusters Score -1560651 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -1560666.375000 Penalty: 4989.685547
	Iteration 30Q: 3 clusters Score -1560666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -1560676.625000 Penalty: 4989.685547
	Iteration 31Q: 3 clusters Score -1560677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -1560681.375000 Penalty: 4989.685547
	Iteration 32Q: 3 clusters Score -1560681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -1560690.500000 Penalty: 4989.685547
	Iteration 33Q: 3 clusters Score -1560690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -1560697.250000 Penalty: 4989.685547
	Iteration 34Q: 3 clusters Score -1560697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -1560703.250000 Penalty: 4989.685547
	Iteration 35Q: 3 clusters Score -1560703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -1560703.625000 Penalty: 4989.685547
	Iteration 36Q: 3 clusters Score -1560704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -1560707.000000 Penalty: 4989.685547
	Iteration 37Q: 3 clusters Score -1560707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -1560710.750000 Penalty: 4989.685547
	Iteration 38Q: 3 clusters Score -1560711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -1560719.625000 Penalty: 4989.685547
	Iteration 39Q: 3 clusters Score -1560720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -1560721.125000 Penalty: 4989.685547
	Iteration 40F: 3 clusters Score -1560721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -1560730.125000 Penalty: 4989.685547
	Iteration 41Q: 3 clusters Score -1560730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -1560735.875000 Penalty: 4989.685547
	Iteration 42Q: 3 clusters Score -1560736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -1560742.500000 Penalty: 4989.685547
	Iteration 43Q: 3 clusters Score -1560742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -1560749.625000 Penalty: 4989.685547
	Iteration 44Q: 3 clusters Score -1560750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -1560749.500000 Penalty: 4989.685547
	Iteration 45Q: 3 clusters Score -1560750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -1560758.875000 Penalty: 4989.685547
	Iteration 46Q: 3 clusters Score -1560759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -1560762.000000 Penalty: 4989.685547
	Iteration 47Q: 3 clusters Score -1560762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -1560765.875000 Penalty: 4989.685547
	Iteration 48Q: 3 clusters Score -1560766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -1560770.375000 Penalty: 4989.685547
	Iteration 49Q: 3 clusters Score -1560770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -1560772.875000 Penalty: 4989.685547
	Iteration 50Q: 3 clusters Score -1560773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -1560770.750000 Penalty: 4989.685547
	Iteration 51Q: 3 clusters Score -1560771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -1560772.375000 Penalty: 4989.685547
	Iteration 52Q: 3 clusters Score -1560772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -1560772.375000 Penalty: 4989.685547
	Iteration 53Q: 3 clusters Score -1560772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -1560770.750000 Penalty: 4989.685547
	Iteration 54Q: 3 clusters Score -1560771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -1560770.750000 Penalty: 4989.685547
	Iteration 55F: 3 clusters Score -1560771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Entering Unmasked Estep 
Score: -2132963.750000 Penalty: 2543.237305
	Iteration 0F: 2 clusters Score -2132964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2113367.000000 Penalty: 5086.474609
	Iteration 0F: 3 clusters Score -2113367 nChanged 12823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2120490.500000 Penalty: 5086.474609
	Iteration 1F: 3 clusters Score -2120490 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2120887.250000 Penalty: 5086.474609
	Iteration 2Q: 3 clusters Score -2120887 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2121189.750000 Penalty: 5086.474609
	Iteration 3Q: 3 clusters Score -2121190 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2121432.000000 Penalty: 5086.474609
	Iteration 4Q: 3 clusters Score -2121432 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2121622.250000 Penalty: 5086.474609
	Iteration 5Q: 3 clusters Score -2121622 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2121776.250000 Penalty: 5086.474609
	Iteration 6Q: 3 clusters Score -2121776 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2121961.750000 Penalty: 5086.474609
	Iteration 7Q: 3 clusters Score -2121962 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2122171.500000 Penalty: 5086.474609
	Iteration 8Q: 3 clusters Score -2122172 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2122470.750000 Penalty: 5086.474609
	Iteration 9Q: 3 clusters Score -2122471 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2122887.500000 Penalty: 5086.474609
	Iteration 10Q: 3 clusters Score -2122888 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2123477.750000 Penalty: 5086.474609
	Iteration 11Q: 3 clusters Score -2123478 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2124322.500000 Penalty: 5086.474609
	Iteration 12Q: 3 clusters Score -2124322 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -2125415.500000 Penalty: 5086.474609
	Iteration 13F: 3 clusters Score -2125416 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2126521.250000 Penalty: 5086.474609
	Iteration 14F: 3 clusters Score -2126521 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2127589.500000 Penalty: 5086.474609
	Iteration 15Q: 3 clusters Score -2127590 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2128551.500000 Penalty: 5086.474609
	Iteration 16Q: 3 clusters Score -2128552 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2129256.250000 Penalty: 5086.474609
	Iteration 17Q: 3 clusters Score -2129256 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2129754.500000 Penalty: 5086.474609
	Iteration 18Q: 3 clusters Score -2129754 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2130092.750000 Penalty: 5086.474609
	Iteration 19Q: 3 clusters Score -2130093 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2130284.250000 Penalty: 5086.474609
	Iteration 20F: 3 clusters Score -2130284 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2130406.500000 Penalty: 5086.474609
	Iteration 21Q: 3 clusters Score -2130406 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2130504.250000 Penalty: 5086.474609
	Iteration 22Q: 3 clusters Score -2130504 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2130570.750000 Penalty: 5086.474609
	Iteration 23Q: 3 clusters Score -2130571 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2130636.500000 Penalty: 5086.474609
	Iteration 24Q: 3 clusters Score -2130636 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2130684.750000 Penalty: 5086.474609
	Iteration 25Q: 3 clusters Score -2130685 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2130732.000000 Penalty: 5086.474609
	Iteration 26Q: 3 clusters Score -2130732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2130759.500000 Penalty: 5086.474609
	Iteration 27Q: 3 clusters Score -2130760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2130768.250000 Penalty: 5086.474609
	Iteration 28Q: 3 clusters Score -2130768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2130775.750000 Penalty: 5086.474609
	Iteration 29Q: 3 clusters Score -2130776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2130780.750000 Penalty: 5086.474609
	Iteration 30Q: 3 clusters Score -2130781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2130782.750000 Penalty: 5086.474609
	Iteration 31Q: 3 clusters Score -2130783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2130787.750000 Penalty: 5086.474609
	Iteration 32Q: 3 clusters Score -2130788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2130793.250000 Penalty: 5086.474609
	Iteration 33Q: 3 clusters Score -2130793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2130794.500000 Penalty: 5086.474609
	Iteration 34Q: 3 clusters Score -2130794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2130796.250000 Penalty: 5086.474609
	Iteration 35Q: 3 clusters Score -2130796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2130795.750000 Penalty: 5086.474609
	Iteration 36Q: 3 clusters Score -2130796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2130794.250000 Penalty: 5086.474609
	Iteration 37Q: 3 clusters Score -2130794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2130796.500000 Penalty: 5086.474609
	Iteration 38Q: 3 clusters Score -2130796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2130799.250000 Penalty: 5086.474609
	Iteration 39Q: 3 clusters Score -2130799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2130804.500000 Penalty: 5086.474609
	Iteration 40F: 3 clusters Score -2130804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2130805.250000 Penalty: 5086.474609
	Iteration 41Q: 3 clusters Score -2130805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2130811.250000 Penalty: 5086.474609
	Iteration 42Q: 3 clusters Score -2130811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2130821.250000 Penalty: 5086.474609
	Iteration 43Q: 3 clusters Score -2130821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2130823.500000 Penalty: 5086.474609
	Iteration 44Q: 3 clusters Score -2130824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2130831.000000 Penalty: 5086.474609
	Iteration 45Q: 3 clusters Score -2130831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2130831.500000 Penalty: 5086.474609
	Iteration 46Q: 3 clusters Score -2130832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2130835.500000 Penalty: 5086.474609
	Iteration 47Q: 3 clusters Score -2130836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2130836.000000 Penalty: 5086.474609
	Iteration 48Q: 3 clusters Score -2130836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2130836.250000 Penalty: 5086.474609
	Iteration 49Q: 3 clusters Score -2130836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2130835.500000 Penalty: 5086.474609
	Iteration 50Q: 3 clusters Score -2130836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2130835.500000 Penalty: 5086.474609
	Iteration 51F: 3 clusters Score -2130836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Entering Unmasked Estep 
Score: -179733.406250 Penalty: 1954.626831
	Iteration 0F: 2 clusters Score -179733.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -176740.000000 Penalty: 3909.253662
	Iteration 0F: 3 clusters Score -176740 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -177603.593750 Penalty: 3909.253662
	Iteration 1F: 3 clusters Score -177603.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -177997.968750 Penalty: 3909.253662
	Iteration 2F: 3 clusters Score -177998 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -178312.609375 Penalty: 3909.253662
	Iteration 3F: 3 clusters Score -178312.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -178664.703125 Penalty: 3909.253662
	Iteration 4F: 3 clusters Score -178664.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -179133.640625 Penalty: 3909.253662
	Iteration 5F: 3 clusters Score -179133.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -179441.937500 Penalty: 3909.253662
	Iteration 6F: 3 clusters Score -179441.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -179530.281250 Penalty: 3909.253662
	Iteration 7Q: 3 clusters Score -179530.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -179582.921875 Penalty: 3909.253662
	Iteration 8Q: 3 clusters Score -179582.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -179613.843750 Penalty: 3909.253662
	Iteration 9Q: 3 clusters Score -179613.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -179644.593750 Penalty: 3909.253662
	Iteration 10Q: 3 clusters Score -179644.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -179695.453125 Penalty: 3909.253662
	Iteration 11Q: 3 clusters Score -179695.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -179739.437500 Penalty: 3909.253662
	Iteration 12Q: 3 clusters Score -179739.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -179761.937500 Penalty: 3909.253662
	Iteration 13Q: 3 clusters Score -179761.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -179768.000000 Penalty: 3909.253662
	Iteration 14Q: 3 clusters Score -179768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -179776.078125 Penalty: 3909.253662
	Iteration 15Q: 3 clusters Score -179776.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -179783.078125 Penalty: 3909.253662
	Iteration 16Q: 3 clusters Score -179783.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -179786.093750 Penalty: 3909.253662
	Iteration 17Q: 3 clusters Score -179786.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -179787.078125 Penalty: 3909.253662
	Iteration 18Q: 3 clusters Score -179787.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -179787.078125 Penalty: 3909.253662
	Iteration 19F: 3 clusters Score -179787.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 207754 members 
Mstep: Class 3 contains 64811 members 
Mstep: Class 4 contains 7076 members 
Mstep: Class 5 contains 206005 members 
Mstep: Class 6 contains 10017 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80853 members 
Mstep: Class 10 contains 358232 members 
Mstep: Class 11 contains 41720 members 
Mstep: Class 12 contains 4469 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7189 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 128372 members 
Mstep: Class 17 contains 23385 members 
Mstep: Class 18 contains 28424 members 
Mstep: Class 19 contains 1584 members 
Mstep: Class 20 contains 11222 members 
Mstep: Class 21 contains 3913 members 
Mstep: Class 22 contains 12234 members 
Mstep: Class 23 contains 10841 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13760 members 
Mstep: Class 27 contains 16143 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33913 members 
Mstep: Class 30 contains 9456 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2482 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28855 members 
Mstep: Class 35 contains 2575 members 
Mstep: Class 36 contains 9559 members 
Mstep: Class 37 contains 3264 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10595 members 
Mstep: Class 40 contains 5977 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Mstep: Class 45 contains 1064 members 
Entering Unmasked Estep 
Score: -102297608.000000 Penalty: 158063.093750
Splitting cluster 19 changes total score from -102298992.000000 to -102297608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (11222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Entering Unmasked Estep 
Score: -856787.812500 Penalty: 2312.756592
	Iteration 0F: 2 clusters Score -856787.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -848331.375000 Penalty: 4625.513184
	Iteration 0F: 3 clusters Score -848331.4 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -850906.375000 Penalty: 4625.513184
	Iteration 1F: 3 clusters Score -850906.4 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -851210.875000 Penalty: 4625.513184
	Iteration 2F: 3 clusters Score -851210.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -851410.437500 Penalty: 4625.513184
	Iteration 3Q: 3 clusters Score -851410.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -851553.062500 Penalty: 4625.513184
	Iteration 4Q: 3 clusters Score -851553.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -851662.937500 Penalty: 4625.513184
	Iteration 5Q: 3 clusters Score -851662.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -851753.000000 Penalty: 4625.513184
	Iteration 6Q: 3 clusters Score -851753 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -851843.562500 Penalty: 4625.513184
	Iteration 7Q: 3 clusters Score -851843.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -851937.187500 Penalty: 4625.513184
	Iteration 8Q: 3 clusters Score -851937.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -852051.000000 Penalty: 4625.513184
	Iteration 9Q: 3 clusters Score -852051 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -852191.437500 Penalty: 4625.513184
	Iteration 10Q: 3 clusters Score -852191.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -852352.187500 Penalty: 4625.513184
	Iteration 11Q: 3 clusters Score -852352.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -852577.687500 Penalty: 4625.513184
	Iteration 12Q: 3 clusters Score -852577.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -852865.500000 Penalty: 4625.513184
	Iteration 13Q: 3 clusters Score -852865.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -853169.437500 Penalty: 4625.513184
	Iteration 14Q: 3 clusters Score -853169.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -853523.687500 Penalty: 4625.513184
	Iteration 15Q: 3 clusters Score -853523.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -853846.312500 Penalty: 4625.513184
	Iteration 16Q: 3 clusters Score -853846.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -854118.187500 Penalty: 4625.513184
	Iteration 17Q: 3 clusters Score -854118.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -854324.125000 Penalty: 4625.513184
	Iteration 18Q: 3 clusters Score -854324.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -854462.812500 Penalty: 4625.513184
	Iteration 19Q: 3 clusters Score -854462.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -854556.562500 Penalty: 4625.513184
	Iteration 20F: 3 clusters Score -854556.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -854613.000000 Penalty: 4625.513184
	Iteration 21Q: 3 clusters Score -854613 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -854649.000000 Penalty: 4625.513184
	Iteration 22Q: 3 clusters Score -854649 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -854674.687500 Penalty: 4625.513184
	Iteration 23Q: 3 clusters Score -854674.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -854690.812500 Penalty: 4625.513184
	Iteration 24Q: 3 clusters Score -854690.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -854710.437500 Penalty: 4625.513184
	Iteration 25Q: 3 clusters Score -854710.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -854722.812500 Penalty: 4625.513184
	Iteration 26Q: 3 clusters Score -854722.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -854738.750000 Penalty: 4625.513184
	Iteration 27Q: 3 clusters Score -854738.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -854751.937500 Penalty: 4625.513184
	Iteration 28Q: 3 clusters Score -854751.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -854757.375000 Penalty: 4625.513184
	Iteration 29Q: 3 clusters Score -854757.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -854762.875000 Penalty: 4625.513184
	Iteration 30Q: 3 clusters Score -854762.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -854762.875000 Penalty: 4625.513184
	Iteration 31F: 3 clusters Score -854762.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Entering Unmasked Estep 
Score: -256396.296875 Penalty: 2051.470703
	Iteration 0F: 2 clusters Score -256396.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -252615.171875 Penalty: 4102.941406
	Iteration 0F: 3 clusters Score -252615.2 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -253588.500000 Penalty: 4102.941406
	Iteration 1F: 3 clusters Score -253588.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -253934.093750 Penalty: 4102.941406
	Iteration 2F: 3 clusters Score -253934.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -254189.578125 Penalty: 4102.941406
	Iteration 3F: 3 clusters Score -254189.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -254391.546875 Penalty: 4102.941406
	Iteration 4F: 3 clusters Score -254391.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -254545.531250 Penalty: 4102.941406
	Iteration 5Q: 3 clusters Score -254545.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -254674.859375 Penalty: 4102.941406
	Iteration 6Q: 3 clusters Score -254674.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -254758.859375 Penalty: 4102.941406
	Iteration 7Q: 3 clusters Score -254758.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -254825.953125 Penalty: 4102.941406
	Iteration 8Q: 3 clusters Score -254826 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -254885.203125 Penalty: 4102.941406
	Iteration 9Q: 3 clusters Score -254885.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -254949.328125 Penalty: 4102.941406
	Iteration 10Q: 3 clusters Score -254949.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -255002.000000 Penalty: 4102.941406
	Iteration 11Q: 3 clusters Score -255002 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -255052.218750 Penalty: 4102.941406
	Iteration 12Q: 3 clusters Score -255052.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -255103.812500 Penalty: 4102.941406
	Iteration 13Q: 3 clusters Score -255103.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -255156.421875 Penalty: 4102.941406
	Iteration 14Q: 3 clusters Score -255156.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -255194.390625 Penalty: 4102.941406
	Iteration 15Q: 3 clusters Score -255194.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -255232.000000 Penalty: 4102.941406
	Iteration 16Q: 3 clusters Score -255232 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -255263.781250 Penalty: 4102.941406
	Iteration 17Q: 3 clusters Score -255263.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -255283.921875 Penalty: 4102.941406
	Iteration 18Q: 3 clusters Score -255283.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -255306.406250 Penalty: 4102.941406
	Iteration 19Q: 3 clusters Score -255306.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -255331.296875 Penalty: 4102.941406
	Iteration 20F: 3 clusters Score -255331.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -255354.265625 Penalty: 4102.941406
	Iteration 21Q: 3 clusters Score -255354.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -255378.625000 Penalty: 4102.941406
	Iteration 22Q: 3 clusters Score -255378.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -255395.265625 Penalty: 4102.941406
	Iteration 23Q: 3 clusters Score -255395.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -255410.000000 Penalty: 4102.941406
	Iteration 24Q: 3 clusters Score -255410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -255423.031250 Penalty: 4102.941406
	Iteration 25Q: 3 clusters Score -255423 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -255442.125000 Penalty: 4102.941406
	Iteration 26Q: 3 clusters Score -255442.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -255457.484375 Penalty: 4102.941406
	Iteration 27Q: 3 clusters Score -255457.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -255469.421875 Penalty: 4102.941406
	Iteration 28Q: 3 clusters Score -255469.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -255485.968750 Penalty: 4102.941406
	Iteration 29Q: 3 clusters Score -255486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -255500.312500 Penalty: 4102.941406
	Iteration 30Q: 3 clusters Score -255500.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -255517.343750 Penalty: 4102.941406
	Iteration 31Q: 3 clusters Score -255517.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -255532.968750 Penalty: 4102.941406
	Iteration 32Q: 3 clusters Score -255533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -255547.531250 Penalty: 4102.941406
	Iteration 33Q: 3 clusters Score -255547.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -255557.812500 Penalty: 4102.941406
	Iteration 34Q: 3 clusters Score -255557.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -255566.312500 Penalty: 4102.941406
	Iteration 35Q: 3 clusters Score -255566.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -255573.046875 Penalty: 4102.941406
	Iteration 36Q: 3 clusters Score -255573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -255581.625000 Penalty: 4102.941406
	Iteration 37Q: 3 clusters Score -255581.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -255590.000000 Penalty: 4102.941406
	Iteration 38Q: 3 clusters Score -255590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -255604.546875 Penalty: 4102.941406
	Iteration 39Q: 3 clusters Score -255604.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -255615.578125 Penalty: 4102.941406
	Iteration 40F: 3 clusters Score -255615.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -255621.843750 Penalty: 4102.941406
	Iteration 41Q: 3 clusters Score -255621.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -255626.000000 Penalty: 4102.941406
	Iteration 42Q: 3 clusters Score -255626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -255631.125000 Penalty: 4102.941406
	Iteration 43Q: 3 clusters Score -255631.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -255641.328125 Penalty: 4102.941406
	Iteration 44Q: 3 clusters Score -255641.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -255651.281250 Penalty: 4102.941406
	Iteration 45Q: 3 clusters Score -255651.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -255662.359375 Penalty: 4102.941406
	Iteration 46Q: 3 clusters Score -255662.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -255672.468750 Penalty: 4102.941406
	Iteration 47Q: 3 clusters Score -255672.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -255680.281250 Penalty: 4102.941406
	Iteration 48Q: 3 clusters Score -255680.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -255687.718750 Penalty: 4102.941406
	Iteration 49Q: 3 clusters Score -255687.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -255691.562500 Penalty: 4102.941406
	Iteration 50Q: 3 clusters Score -255691.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -255692.546875 Penalty: 4102.941406
	Iteration 51Q: 3 clusters Score -255692.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -255695.250000 Penalty: 4102.941406
	Iteration 52Q: 3 clusters Score -255695.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -255696.343750 Penalty: 4102.941406
	Iteration 53Q: 3 clusters Score -255696.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -255696.343750 Penalty: 4102.941406
	Iteration 54F: 3 clusters Score -255696.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Entering Unmasked Estep 
Score: -943568.875000 Penalty: 2334.169434
	Iteration 0F: 2 clusters Score -943568.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -934533.062500 Penalty: 4668.338867
	Iteration 0F: 3 clusters Score -934533.1 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -937271.687500 Penalty: 4668.338867
	Iteration 1F: 3 clusters Score -937271.7 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -937678.375000 Penalty: 4668.338867
	Iteration 2F: 3 clusters Score -937678.4 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -937989.812500 Penalty: 4668.338867
	Iteration 3F: 3 clusters Score -937989.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -938297.812500 Penalty: 4668.338867
	Iteration 4Q: 3 clusters Score -938297.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -938642.000000 Penalty: 4668.338867
	Iteration 5Q: 3 clusters Score -938642 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -939099.562500 Penalty: 4668.338867
	Iteration 6Q: 3 clusters Score -939099.6 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -939673.500000 Penalty: 4668.338867
	Iteration 7F: 3 clusters Score -939673.5 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -940446.875000 Penalty: 4668.338867
	Iteration 8F: 3 clusters Score -940446.9 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -941349.187500 Penalty: 4668.338867
	Iteration 9F: 3 clusters Score -941349.2 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -942085.562500 Penalty: 4668.338867
	Iteration 10F: 3 clusters Score -942085.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -942452.062500 Penalty: 4668.338867
	Iteration 11Q: 3 clusters Score -942452.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -942598.000000 Penalty: 4668.338867
	Iteration 12Q: 3 clusters Score -942598 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -942654.500000 Penalty: 4668.338867
	Iteration 13Q: 3 clusters Score -942654.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -942693.875000 Penalty: 4668.338867
	Iteration 14Q: 3 clusters Score -942693.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -942720.000000 Penalty: 4668.338867
	Iteration 15Q: 3 clusters Score -942720 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -942728.875000 Penalty: 4668.338867
	Iteration 16Q: 3 clusters Score -942728.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -942740.375000 Penalty: 4668.338867
	Iteration 17Q: 3 clusters Score -942740.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -942743.000000 Penalty: 4668.338867
	Iteration 18Q: 3 clusters Score -942743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -942749.750000 Penalty: 4668.338867
	Iteration 19Q: 3 clusters Score -942749.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -942751.812500 Penalty: 4668.338867
	Iteration 20F: 3 clusters Score -942751.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -942753.875000 Penalty: 4668.338867
	Iteration 21Q: 3 clusters Score -942753.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -942755.500000 Penalty: 4668.338867
	Iteration 22Q: 3 clusters Score -942755.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -942754.687500 Penalty: 4668.338867
	Iteration 23Q: 3 clusters Score -942754.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -942755.812500 Penalty: 4668.338867
	Iteration 24Q: 3 clusters Score -942755.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -942756.437500 Penalty: 4668.338867
	Iteration 25Q: 3 clusters Score -942756.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -942757.875000 Penalty: 4668.338867
	Iteration 26Q: 3 clusters Score -942757.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -942760.750000 Penalty: 4668.338867
	Iteration 27Q: 3 clusters Score -942760.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -942760.000000 Penalty: 4668.338867
	Iteration 28Q: 3 clusters Score -942760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -942761.437500 Penalty: 4668.338867
	Iteration 29Q: 3 clusters Score -942761.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -942759.875000 Penalty: 4668.338867
	Iteration 30Q: 3 clusters Score -942759.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -942759.500000 Penalty: 4668.338867
	Iteration 31Q: 3 clusters Score -942759.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -942759.500000 Penalty: 4668.338867
	Iteration 32F: 3 clusters Score -942759.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Entering Unmasked Estep 
Score: -788012.375000 Penalty: 2304.190674
	Iteration 0F: 2 clusters Score -788012.4 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 5325 members 
Entering Unmasked Estep 
Score: -779848.562500 Penalty: 4608.381348
	Iteration 0F: 3 clusters Score -779848.6 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -782331.312500 Penalty: 4608.381348
	Iteration 1F: 3 clusters Score -782331.3 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -782676.687500 Penalty: 4608.381348
	Iteration 2F: 3 clusters Score -782676.7 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -782936.000000 Penalty: 4608.381348
	Iteration 3F: 3 clusters Score -782936 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -783181.187500 Penalty: 4608.381348
	Iteration 4Q: 3 clusters Score -783181.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -783403.125000 Penalty: 4608.381348
	Iteration 5Q: 3 clusters Score -783403.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -783659.375000 Penalty: 4608.381348
	Iteration 6Q: 3 clusters Score -783659.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -783925.000000 Penalty: 4608.381348
	Iteration 7Q: 3 clusters Score -783925 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -784218.062500 Penalty: 4608.381348
	Iteration 8Q: 3 clusters Score -784218.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -784550.062500 Penalty: 4608.381348
	Iteration 9Q: 3 clusters Score -784550.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -784878.125000 Penalty: 4608.381348
	Iteration 10Q: 3 clusters Score -784878.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -785178.125000 Penalty: 4608.381348
	Iteration 11Q: 3 clusters Score -785178.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -785393.437500 Penalty: 4608.381348
	Iteration 12Q: 3 clusters Score -785393.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -785570.125000 Penalty: 4608.381348
	Iteration 13Q: 3 clusters Score -785570.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -785701.500000 Penalty: 4608.381348
	Iteration 14Q: 3 clusters Score -785701.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -785787.312500 Penalty: 4608.381348
	Iteration 15Q: 3 clusters Score -785787.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -785866.500000 Penalty: 4608.381348
	Iteration 16Q: 3 clusters Score -785866.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -785931.625000 Penalty: 4608.381348
	Iteration 17Q: 3 clusters Score -785931.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -785972.625000 Penalty: 4608.381348
	Iteration 18Q: 3 clusters Score -785972.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -786006.062500 Penalty: 4608.381348
	Iteration 19Q: 3 clusters Score -786006.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -786046.062500 Penalty: 4608.381348
	Iteration 20F: 3 clusters Score -786046.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -786065.687500 Penalty: 4608.381348
	Iteration 21Q: 3 clusters Score -786065.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -786080.625000 Penalty: 4608.381348
	Iteration 22Q: 3 clusters Score -786080.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -786087.750000 Penalty: 4608.381348
	Iteration 23Q: 3 clusters Score -786087.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -786101.625000 Penalty: 4608.381348
	Iteration 24Q: 3 clusters Score -786101.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -786106.125000 Penalty: 4608.381348
	Iteration 25Q: 3 clusters Score -786106.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -786108.687500 Penalty: 4608.381348
	Iteration 26Q: 3 clusters Score -786108.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -786110.312500 Penalty: 4608.381348
	Iteration 27Q: 3 clusters Score -786110.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -786110.312500 Penalty: 4608.381348
	Iteration 28F: 3 clusters Score -786110.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -64546.382812 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -64546.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -62660.011719 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -62660.01 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -63038.984375 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -63038.98 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -63183.089844 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -63183.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -63229.828125 Penalty: 3399.759766
	Iteration 3Q: 3 clusters Score -63229.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -63263.011719 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -63263.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -63298.707031 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -63298.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -63323.769531 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -63323.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -63344.796875 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -63344.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -63357.996094 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -63358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -63364.792969 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -63364.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -63378.824219 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -63378.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -63396.902344 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -63396.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -63407.382812 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -63407.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -63416.164062 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -63416.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -63434.394531 Penalty: 3399.759766
	Iteration 14Q: 3 clusters Score -63434.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63456.617188 Penalty: 3399.759766
	Iteration 15Q: 3 clusters Score -63456.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63464.332031 Penalty: 3399.759766
	Iteration 16Q: 3 clusters Score -63464.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -63470.734375 Penalty: 3399.759766
	Iteration 17Q: 3 clusters Score -63470.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -63473.769531 Penalty: 3399.759766
	Iteration 18Q: 3 clusters Score -63473.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63476.257812 Penalty: 3399.759766
	Iteration 19Q: 3 clusters Score -63476.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63491.808594 Penalty: 3399.759766
	Iteration 20F: 3 clusters Score -63491.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63501.648438 Penalty: 3399.759766
	Iteration 21Q: 3 clusters Score -63501.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63504.886719 Penalty: 3399.759766
	Iteration 22Q: 3 clusters Score -63504.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -63505.941406 Penalty: 3399.759766
	Iteration 23Q: 3 clusters Score -63505.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -63507.769531 Penalty: 3399.759766
	Iteration 24Q: 3 clusters Score -63507.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -63510.171875 Penalty: 3399.759766
	Iteration 25Q: 3 clusters Score -63510.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63512.757812 Penalty: 3399.759766
	Iteration 26Q: 3 clusters Score -63512.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63512.757812 Penalty: 3399.759766
	Iteration 27F: 3 clusters Score -63512.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Entering Unmasked Estep 
Score: -950839.375000 Penalty: 2345.831055
	Iteration 0F: 2 clusters Score -950839.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -941321.437500 Penalty: 4691.662109
	Iteration 0F: 3 clusters Score -941321.4 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -944273.375000 Penalty: 4691.662109
	Iteration 1F: 3 clusters Score -944273.4 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -944654.562500 Penalty: 4691.662109
	Iteration 2F: 3 clusters Score -944654.6 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -944997.875000 Penalty: 4691.662109
	Iteration 3F: 3 clusters Score -944997.9 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -945352.875000 Penalty: 4691.662109
	Iteration 4F: 3 clusters Score -945352.9 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -945709.000000 Penalty: 4691.662109
	Iteration 5F: 3 clusters Score -945709 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -946108.187500 Penalty: 4691.662109
	Iteration 6F: 3 clusters Score -946108.2 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -946500.750000 Penalty: 4691.662109
	Iteration 7F: 3 clusters Score -946500.8 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -946924.750000 Penalty: 4691.662109
	Iteration 8Q: 3 clusters Score -946924.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -947325.562500 Penalty: 4691.662109
	Iteration 9Q: 3 clusters Score -947325.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -947639.312500 Penalty: 4691.662109
	Iteration 10Q: 3 clusters Score -947639.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -947910.187500 Penalty: 4691.662109
	Iteration 11Q: 3 clusters Score -947910.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -948128.625000 Penalty: 4691.662109
	Iteration 12Q: 3 clusters Score -948128.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -948293.937500 Penalty: 4691.662109
	Iteration 13Q: 3 clusters Score -948293.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -948414.937500 Penalty: 4691.662109
	Iteration 14Q: 3 clusters Score -948414.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -948495.000000 Penalty: 4691.662109
	Iteration 15Q: 3 clusters Score -948495 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -948552.000000 Penalty: 4691.662109
	Iteration 16Q: 3 clusters Score -948552 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -948613.937500 Penalty: 4691.662109
	Iteration 17Q: 3 clusters Score -948613.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -948654.062500 Penalty: 4691.662109
	Iteration 18Q: 3 clusters Score -948654.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -948691.812500 Penalty: 4691.662109
	Iteration 19Q: 3 clusters Score -948691.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -948725.937500 Penalty: 4691.662109
	Iteration 20F: 3 clusters Score -948725.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -948744.625000 Penalty: 4691.662109
	Iteration 21Q: 3 clusters Score -948744.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -948756.687500 Penalty: 4691.662109
	Iteration 22Q: 3 clusters Score -948756.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -948770.312500 Penalty: 4691.662109
	Iteration 23Q: 3 clusters Score -948770.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -948779.250000 Penalty: 4691.662109
	Iteration 24Q: 3 clusters Score -948779.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -948784.937500 Penalty: 4691.662109
	Iteration 25Q: 3 clusters Score -948784.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -948795.625000 Penalty: 4691.662109
	Iteration 26Q: 3 clusters Score -948795.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -948802.437500 Penalty: 4691.662109
	Iteration 27Q: 3 clusters Score -948802.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -948806.125000 Penalty: 4691.662109
	Iteration 28Q: 3 clusters Score -948806.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -948813.875000 Penalty: 4691.662109
	Iteration 29Q: 3 clusters Score -948813.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -948818.562500 Penalty: 4691.662109
	Iteration 30Q: 3 clusters Score -948818.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -948824.437500 Penalty: 4691.662109
	Iteration 31Q: 3 clusters Score -948824.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -948826.437500 Penalty: 4691.662109
	Iteration 32Q: 3 clusters Score -948826.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -948832.187500 Penalty: 4691.662109
	Iteration 33Q: 3 clusters Score -948832.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -948833.625000 Penalty: 4691.662109
	Iteration 34Q: 3 clusters Score -948833.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -948841.375000 Penalty: 4691.662109
	Iteration 35Q: 3 clusters Score -948841.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -948844.687500 Penalty: 4691.662109
	Iteration 36Q: 3 clusters Score -948844.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -948848.937500 Penalty: 4691.662109
	Iteration 37Q: 3 clusters Score -948848.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -948850.875000 Penalty: 4691.662109
	Iteration 38Q: 3 clusters Score -948850.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -948853.562500 Penalty: 4691.662109
	Iteration 39Q: 3 clusters Score -948853.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -948856.875000 Penalty: 4691.662109
	Iteration 40F: 3 clusters Score -948856.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -948858.000000 Penalty: 4691.662109
	Iteration 41Q: 3 clusters Score -948858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -948858.000000 Penalty: 4691.662109
	Iteration 42F: 3 clusters Score -948858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Entering Unmasked Estep 
Score: -1028914.875000 Penalty: 2363.321289
	Iteration 0F: 2 clusters Score -1028915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1018921.625000 Penalty: 4726.642578
	Iteration 0F: 3 clusters Score -1018922 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1021945.250000 Penalty: 4726.642578
	Iteration 1F: 3 clusters Score -1021945 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1022291.500000 Penalty: 4726.642578
	Iteration 2F: 3 clusters Score -1022292 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1022578.187500 Penalty: 4726.642578
	Iteration 3Q: 3 clusters Score -1022578 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1022859.250000 Penalty: 4726.642578
	Iteration 4Q: 3 clusters Score -1022859 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1023238.500000 Penalty: 4726.642578
	Iteration 5Q: 3 clusters Score -1023238 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1023673.812500 Penalty: 4726.642578
	Iteration 6Q: 3 clusters Score -1023674 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1024195.687500 Penalty: 4726.642578
	Iteration 7F: 3 clusters Score -1024196 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1024766.375000 Penalty: 4726.642578
	Iteration 8F: 3 clusters Score -1024766 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1025384.812500 Penalty: 4726.642578
	Iteration 9F: 3 clusters Score -1025385 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1025990.000000 Penalty: 4726.642578
	Iteration 10Q: 3 clusters Score -1025990 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1026537.375000 Penalty: 4726.642578
	Iteration 11Q: 3 clusters Score -1026537 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1026959.437500 Penalty: 4726.642578
	Iteration 12Q: 3 clusters Score -1026959 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1027196.812500 Penalty: 4726.642578
	Iteration 13Q: 3 clusters Score -1027197 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1027344.062500 Penalty: 4726.642578
	Iteration 14Q: 3 clusters Score -1027344 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1027436.125000 Penalty: 4726.642578
	Iteration 15Q: 3 clusters Score -1027436 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1027520.187500 Penalty: 4726.642578
	Iteration 16Q: 3 clusters Score -1027520 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1027603.125000 Penalty: 4726.642578
	Iteration 17Q: 3 clusters Score -1027603 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1027654.937500 Penalty: 4726.642578
	Iteration 18Q: 3 clusters Score -1027655 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1027687.125000 Penalty: 4726.642578
	Iteration 19Q: 3 clusters Score -1027687 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1027708.125000 Penalty: 4726.642578
	Iteration 20F: 3 clusters Score -1027708 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1027728.750000 Penalty: 4726.642578
	Iteration 21Q: 3 clusters Score -1027729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1027736.812500 Penalty: 4726.642578
	Iteration 22Q: 3 clusters Score -1027737 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1027749.250000 Penalty: 4726.642578
	Iteration 23Q: 3 clusters Score -1027749 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1027762.750000 Penalty: 4726.642578
	Iteration 24Q: 3 clusters Score -1027763 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1027767.687500 Penalty: 4726.642578
	Iteration 25Q: 3 clusters Score -1027768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1027772.812500 Penalty: 4726.642578
	Iteration 26Q: 3 clusters Score -1027773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1027776.750000 Penalty: 4726.642578
	Iteration 27Q: 3 clusters Score -1027777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1027779.312500 Penalty: 4726.642578
	Iteration 28Q: 3 clusters Score -1027779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1027781.875000 Penalty: 4726.642578
	Iteration 29Q: 3 clusters Score -1027782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1027784.250000 Penalty: 4726.642578
	Iteration 30Q: 3 clusters Score -1027784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1027783.750000 Penalty: 4726.642578
	Iteration 31Q: 3 clusters Score -1027784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1027785.312500 Penalty: 4726.642578
	Iteration 32Q: 3 clusters Score -1027785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1027785.812500 Penalty: 4726.642578
	Iteration 33Q: 3 clusters Score -1027786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1027786.750000 Penalty: 4726.642578
	Iteration 34Q: 3 clusters Score -1027787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1027785.750000 Penalty: 4726.642578
	Iteration 35Q: 3 clusters Score -1027786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1027784.937500 Penalty: 4726.642578
	Iteration 36Q: 3 clusters Score -1027785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1027786.312500 Penalty: 4726.642578
	Iteration 37Q: 3 clusters Score -1027786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1027786.000000 Penalty: 4726.642578
	Iteration 38Q: 3 clusters Score -1027786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1027787.250000 Penalty: 4726.642578
	Iteration 39Q: 3 clusters Score -1027787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1027785.625000 Penalty: 4726.642578
	Iteration 40F: 3 clusters Score -1027786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Entering Unmasked Estep 
Score: -1205512.000000 Penalty: 2402.931885
	Iteration 0F: 2 clusters Score -1205512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1193980.125000 Penalty: 4805.863770
	Iteration 0F: 3 clusters Score -1193980 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1198131.375000 Penalty: 4805.863770
	Iteration 1F: 3 clusters Score -1198131 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1199082.625000 Penalty: 4805.863770
	Iteration 2F: 3 clusters Score -1199083 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1200052.750000 Penalty: 4805.863770
	Iteration 3F: 3 clusters Score -1200053 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1200973.250000 Penalty: 4805.863770
	Iteration 4F: 3 clusters Score -1200973 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1201835.750000 Penalty: 4805.863770
	Iteration 5F: 3 clusters Score -1201836 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1202756.375000 Penalty: 4805.863770
	Iteration 6F: 3 clusters Score -1202756 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1203743.250000 Penalty: 4805.863770
	Iteration 7F: 3 clusters Score -1203743 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1204582.125000 Penalty: 4805.863770
	Iteration 8F: 3 clusters Score -1204582 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1205164.750000 Penalty: 4805.863770
	Iteration 9Q: 3 clusters Score -1205165 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1205528.375000 Penalty: 4805.863770
	Iteration 10Q: 3 clusters Score -1205528 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1205738.250000 Penalty: 4805.863770
	Iteration 11Q: 3 clusters Score -1205738 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1205853.000000 Penalty: 4805.863770
	Iteration 12Q: 3 clusters Score -1205853 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1205912.500000 Penalty: 4805.863770
	Iteration 13Q: 3 clusters Score -1205912 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1205945.250000 Penalty: 4805.863770
	Iteration 14Q: 3 clusters Score -1205945 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1205958.375000 Penalty: 4805.863770
	Iteration 15Q: 3 clusters Score -1205958 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1205966.375000 Penalty: 4805.863770
	Iteration 16Q: 3 clusters Score -1205966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1205974.125000 Penalty: 4805.863770
	Iteration 17Q: 3 clusters Score -1205974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1205976.250000 Penalty: 4805.863770
	Iteration 18Q: 3 clusters Score -1205976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1205978.375000 Penalty: 4805.863770
	Iteration 19Q: 3 clusters Score -1205978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1205978.750000 Penalty: 4805.863770
	Iteration 20F: 3 clusters Score -1205979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1205981.250000 Penalty: 4805.863770
	Iteration 21Q: 3 clusters Score -1205981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1205983.500000 Penalty: 4805.863770
	Iteration 22Q: 3 clusters Score -1205984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1205981.000000 Penalty: 4805.863770
	Iteration 23Q: 3 clusters Score -1205981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1205979.875000 Penalty: 4805.863770
	Iteration 24Q: 3 clusters Score -1205980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1205981.875000 Penalty: 4805.863770
	Iteration 25Q: 3 clusters Score -1205982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1205985.000000 Penalty: 4805.863770
	Iteration 26Q: 3 clusters Score -1205985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1205983.875000 Penalty: 4805.863770
	Iteration 27Q: 3 clusters Score -1205984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1205985.875000 Penalty: 4805.863770
	Iteration 28Q: 3 clusters Score -1205986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1205985.000000 Penalty: 4805.863770
	Iteration 29Q: 3 clusters Score -1205985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1205985.625000 Penalty: 4805.863770
	Iteration 30Q: 3 clusters Score -1205986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1205985.625000 Penalty: 4805.863770
	Iteration 31Q: 3 clusters Score -1205986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1205985.875000 Penalty: 4805.863770
	Iteration 32Q: 3 clusters Score -1205986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1205986.250000 Penalty: 4805.863770
	Iteration 33Q: 3 clusters Score -1205986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1205986.250000 Penalty: 4805.863770
	Iteration 34F: 3 clusters Score -1205986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 207754 members 
Mstep: Class 3 contains 64811 members 
Mstep: Class 4 contains 7076 members 
Mstep: Class 5 contains 206005 members 
Mstep: Class 6 contains 10017 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80853 members 
Mstep: Class 10 contains 358232 members 
Mstep: Class 11 contains 41720 members 
Mstep: Class 12 contains 4469 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7189 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 128372 members 
Mstep: Class 17 contains 23385 members 
Mstep: Class 18 contains 28424 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11222 members 
Mstep: Class 21 contains 3913 members 
Mstep: Class 22 contains 12234 members 
Mstep: Class 23 contains 10841 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13760 members 
Mstep: Class 27 contains 4602 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33913 members 
Mstep: Class 30 contains 9456 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2482 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28855 members 
Mstep: Class 35 contains 2575 members 
Mstep: Class 36 contains 9559 members 
Mstep: Class 37 contains 3264 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10595 members 
Mstep: Class 40 contains 5977 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Mstep: Class 45 contains 11541 members 
Entering Unmasked Estep 
Score: -102298584.000000 Penalty: 158063.093750
Splitting cluster 27 changes total score from -102298992.000000 to -102298584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Entering Unmasked Estep 
Score: -306758.500000 Penalty: 2076.068115
	Iteration 0F: 2 clusters Score -306758.5 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 2190 members 
Entering Unmasked Estep 
Score: -302659.781250 Penalty: 4152.136230
	Iteration 0F: 3 clusters Score -302659.8 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -303702.937500 Penalty: 4152.136230
	Iteration 1F: 3 clusters Score -303702.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -304179.187500 Penalty: 4152.136230
	Iteration 2F: 3 clusters Score -304179.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -304701.343750 Penalty: 4152.136230
	Iteration 3F: 3 clusters Score -304701.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -305210.500000 Penalty: 4152.136230
	Iteration 4F: 3 clusters Score -305210.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -305756.843750 Penalty: 4152.136230
	Iteration 5F: 3 clusters Score -305756.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -306245.437500 Penalty: 4152.136230
	Iteration 6F: 3 clusters Score -306245.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -306619.093750 Penalty: 4152.136230
	Iteration 7Q: 3 clusters Score -306619.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -306886.968750 Penalty: 4152.136230
	Iteration 8Q: 3 clusters Score -306887 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -307021.968750 Penalty: 4152.136230
	Iteration 9Q: 3 clusters Score -307022 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -307077.093750 Penalty: 4152.136230
	Iteration 10Q: 3 clusters Score -307077.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -307092.312500 Penalty: 4152.136230
	Iteration 11Q: 3 clusters Score -307092.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -307103.437500 Penalty: 4152.136230
	Iteration 12Q: 3 clusters Score -307103.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -307107.937500 Penalty: 4152.136230
	Iteration 13Q: 3 clusters Score -307107.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -307114.437500 Penalty: 4152.136230
	Iteration 14Q: 3 clusters Score -307114.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -307116.687500 Penalty: 4152.136230
	Iteration 15Q: 3 clusters Score -307116.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -307118.343750 Penalty: 4152.136230
	Iteration 16Q: 3 clusters Score -307118.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -307120.000000 Penalty: 4152.136230
	Iteration 17Q: 3 clusters Score -307120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -307120.281250 Penalty: 4152.136230
	Iteration 18Q: 3 clusters Score -307120.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -307120.531250 Penalty: 4152.136230
	Iteration 19Q: 3 clusters Score -307120.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -307120.531250 Penalty: 4152.136230
	Iteration 20F: 3 clusters Score -307120.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 207754 members 
Mstep: Class 3 contains 64811 members 
Mstep: Class 4 contains 7076 members 
Mstep: Class 5 contains 206005 members 
Mstep: Class 6 contains 10017 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80853 members 
Mstep: Class 10 contains 358232 members 
Mstep: Class 11 contains 41720 members 
Mstep: Class 12 contains 4469 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7189 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 128372 members 
Mstep: Class 17 contains 23385 members 
Mstep: Class 18 contains 28424 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11222 members 
Mstep: Class 21 contains 3913 members 
Mstep: Class 22 contains 12234 members 
Mstep: Class 23 contains 10841 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13760 members 
Mstep: Class 27 contains 16143 members 
Mstep: Class 28 contains 1477 members 
Mstep: Class 29 contains 33913 members 
Mstep: Class 30 contains 9456 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2482 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28855 members 
Mstep: Class 35 contains 2575 members 
Mstep: Class 36 contains 9559 members 
Mstep: Class 37 contains 3264 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10595 members 
Mstep: Class 40 contains 5977 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Mstep: Class 45 contains 2844 members 
Entering Unmasked Estep 
Score: -102298304.000000 Penalty: 158063.093750
Splitting cluster 28 changes total score from -102298992.000000 to -102298304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (33913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Entering Unmasked Estep 
Score: -2524829.000000 Penalty: 2587.025391
	Iteration 0F: 2 clusters Score -2524829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2501770.000000 Penalty: 5174.050781
	Iteration 0F: 3 clusters Score -2501770 nChanged 15374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2510295.250000 Penalty: 5174.050781
	Iteration 1F: 3 clusters Score -2510295 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2511086.250000 Penalty: 5174.050781
	Iteration 2F: 3 clusters Score -2511086 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2512081.000000 Penalty: 5174.050781
	Iteration 3F: 3 clusters Score -2512081 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -2513397.500000 Penalty: 5174.050781
	Iteration 4F: 3 clusters Score -2513398 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2514763.750000 Penalty: 5174.050781
	Iteration 5F: 3 clusters Score -2514764 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -2516173.500000 Penalty: 5174.050781
	Iteration 6F: 3 clusters Score -2516174 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -2517503.750000 Penalty: 5174.050781
	Iteration 7F: 3 clusters Score -2517504 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -2518815.250000 Penalty: 5174.050781
	Iteration 8F: 3 clusters Score -2518815 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -2519942.500000 Penalty: 5174.050781
	Iteration 9Q: 3 clusters Score -2519942 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -2520907.250000 Penalty: 5174.050781
	Iteration 10Q: 3 clusters Score -2520907 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -2521656.500000 Penalty: 5174.050781
	Iteration 11Q: 3 clusters Score -2521656 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -2522219.500000 Penalty: 5174.050781
	Iteration 12Q: 3 clusters Score -2522220 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -2522626.250000 Penalty: 5174.050781
	Iteration 13Q: 3 clusters Score -2522626 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -2522883.750000 Penalty: 5174.050781
	Iteration 14Q: 3 clusters Score -2522884 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -2523090.500000 Penalty: 5174.050781
	Iteration 15Q: 3 clusters Score -2523090 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -2523244.250000 Penalty: 5174.050781
	Iteration 16Q: 3 clusters Score -2523244 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -2523348.750000 Penalty: 5174.050781
	Iteration 17Q: 3 clusters Score -2523349 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -2523424.250000 Penalty: 5174.050781
	Iteration 18Q: 3 clusters Score -2523424 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -2523491.750000 Penalty: 5174.050781
	Iteration 19Q: 3 clusters Score -2523492 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -2523563.250000 Penalty: 5174.050781
	Iteration 20F: 3 clusters Score -2523563 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -2523613.750000 Penalty: 5174.050781
	Iteration 21Q: 3 clusters Score -2523614 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -2523651.250000 Penalty: 5174.050781
	Iteration 22Q: 3 clusters Score -2523651 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -2523671.500000 Penalty: 5174.050781
	Iteration 23Q: 3 clusters Score -2523672 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -2523694.500000 Penalty: 5174.050781
	Iteration 24Q: 3 clusters Score -2523694 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -2523703.250000 Penalty: 5174.050781
	Iteration 25Q: 3 clusters Score -2523703 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -2523715.750000 Penalty: 5174.050781
	Iteration 26Q: 3 clusters Score -2523716 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -2523721.500000 Penalty: 5174.050781
	Iteration 27Q: 3 clusters Score -2523722 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -2523736.250000 Penalty: 5174.050781
	Iteration 28Q: 3 clusters Score -2523736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -2523739.000000 Penalty: 5174.050781
	Iteration 29Q: 3 clusters Score -2523739 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -2523743.000000 Penalty: 5174.050781
	Iteration 30Q: 3 clusters Score -2523743 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -2523734.750000 Penalty: 5174.050781
	Iteration 31Q: 3 clusters Score -2523735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -2523742.500000 Penalty: 5174.050781
	Iteration 32Q: 3 clusters Score -2523742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -2523746.000000 Penalty: 5174.050781
	Iteration 33Q: 3 clusters Score -2523746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -2523746.750000 Penalty: 5174.050781
	Iteration 34Q: 3 clusters Score -2523747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -2523746.500000 Penalty: 5174.050781
	Iteration 35Q: 3 clusters Score -2523746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -2523747.750000 Penalty: 5174.050781
	Iteration 36Q: 3 clusters Score -2523748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -2523753.500000 Penalty: 5174.050781
	Iteration 37Q: 3 clusters Score -2523754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -2523748.000000 Penalty: 5174.050781
	Iteration 38Q: 3 clusters Score -2523748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -2523754.500000 Penalty: 5174.050781
	Iteration 39Q: 3 clusters Score -2523754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -2523753.250000 Penalty: 5174.050781
	Iteration 40F: 3 clusters Score -2523753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -2523747.250000 Penalty: 5174.050781
	Iteration 41Q: 3 clusters Score -2523747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -2523745.000000 Penalty: 5174.050781
	Iteration 42Q: 3 clusters Score -2523745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -2523739.000000 Penalty: 5174.050781
	Iteration 43Q: 3 clusters Score -2523739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -2523742.500000 Penalty: 5174.050781
	Iteration 44Q: 3 clusters Score -2523742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -2523747.750000 Penalty: 5174.050781
	Iteration 45Q: 3 clusters Score -2523748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -2523747.750000 Penalty: 5174.050781
	Iteration 46F: 3 clusters Score -2523748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Entering Unmasked Estep 
Score: -648083.625000 Penalty: 2270.292236
	Iteration 0F: 2 clusters Score -648083.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -640674.062500 Penalty: 4540.584473
	Iteration 0F: 3 clusters Score -640674.1 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -642895.875000 Penalty: 4540.584473
	Iteration 1F: 3 clusters Score -642895.9 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -643229.312500 Penalty: 4540.584473
	Iteration 2F: 3 clusters Score -643229.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -643471.437500 Penalty: 4540.584473
	Iteration 3F: 3 clusters Score -643471.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -643696.875000 Penalty: 4540.584473
	Iteration 4Q: 3 clusters Score -643696.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -643935.000000 Penalty: 4540.584473
	Iteration 5Q: 3 clusters Score -643935 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -644206.750000 Penalty: 4540.584473
	Iteration 6Q: 3 clusters Score -644206.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -644468.875000 Penalty: 4540.584473
	Iteration 7Q: 3 clusters Score -644468.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -644729.312500 Penalty: 4540.584473
	Iteration 8Q: 3 clusters Score -644729.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -644989.062500 Penalty: 4540.584473
	Iteration 9Q: 3 clusters Score -644989.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -645236.375000 Penalty: 4540.584473
	Iteration 10Q: 3 clusters Score -645236.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -645439.875000 Penalty: 4540.584473
	Iteration 11Q: 3 clusters Score -645439.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -645605.312500 Penalty: 4540.584473
	Iteration 12Q: 3 clusters Score -645605.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -645726.750000 Penalty: 4540.584473
	Iteration 13Q: 3 clusters Score -645726.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -645815.062500 Penalty: 4540.584473
	Iteration 14Q: 3 clusters Score -645815.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -645890.750000 Penalty: 4540.584473
	Iteration 15Q: 3 clusters Score -645890.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -645957.375000 Penalty: 4540.584473
	Iteration 16Q: 3 clusters Score -645957.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -646002.312500 Penalty: 4540.584473
	Iteration 17Q: 3 clusters Score -646002.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -646038.500000 Penalty: 4540.584473
	Iteration 18Q: 3 clusters Score -646038.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -646068.875000 Penalty: 4540.584473
	Iteration 19Q: 3 clusters Score -646068.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -646094.937500 Penalty: 4540.584473
	Iteration 20F: 3 clusters Score -646094.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -646106.000000 Penalty: 4540.584473
	Iteration 21Q: 3 clusters Score -646106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -646117.750000 Penalty: 4540.584473
	Iteration 22Q: 3 clusters Score -646117.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -646128.062500 Penalty: 4540.584473
	Iteration 23Q: 3 clusters Score -646128.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -646133.062500 Penalty: 4540.584473
	Iteration 24Q: 3 clusters Score -646133.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -646141.437500 Penalty: 4540.584473
	Iteration 25Q: 3 clusters Score -646141.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -646143.750000 Penalty: 4540.584473
	Iteration 26Q: 3 clusters Score -646143.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -646148.125000 Penalty: 4540.584473
	Iteration 27Q: 3 clusters Score -646148.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -646155.750000 Penalty: 4540.584473
	Iteration 28Q: 3 clusters Score -646155.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -646157.500000 Penalty: 4540.584473
	Iteration 29Q: 3 clusters Score -646157.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -646157.875000 Penalty: 4540.584473
	Iteration 30Q: 3 clusters Score -646157.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -646161.062500 Penalty: 4540.584473
	Iteration 31Q: 3 clusters Score -646161.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -646161.437500 Penalty: 4540.584473
	Iteration 32Q: 3 clusters Score -646161.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -646162.875000 Penalty: 4540.584473
	Iteration 33Q: 3 clusters Score -646162.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -646164.687500 Penalty: 4540.584473
	Iteration 34Q: 3 clusters Score -646164.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -646164.687500 Penalty: 4540.584473
	Iteration 35F: 3 clusters Score -646164.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Entering Unmasked Estep 
Score: -181526.812500 Penalty: 1945.566040
	Iteration 0F: 2 clusters Score -181526.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -178558.453125 Penalty: 3891.132080
	Iteration 0F: 3 clusters Score -178558.5 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -179171.546875 Penalty: 3891.132080
	Iteration 1F: 3 clusters Score -179171.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -179358.031250 Penalty: 3891.132080
	Iteration 2F: 3 clusters Score -179358 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -179507.187500 Penalty: 3891.132080
	Iteration 3F: 3 clusters Score -179507.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -179624.546875 Penalty: 3891.132080
	Iteration 4Q: 3 clusters Score -179624.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -179724.125000 Penalty: 3891.132080
	Iteration 5Q: 3 clusters Score -179724.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -179810.750000 Penalty: 3891.132080
	Iteration 6Q: 3 clusters Score -179810.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -179891.484375 Penalty: 3891.132080
	Iteration 7Q: 3 clusters Score -179891.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -179946.187500 Penalty: 3891.132080
	Iteration 8Q: 3 clusters Score -179946.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -179985.328125 Penalty: 3891.132080
	Iteration 9Q: 3 clusters Score -179985.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -180011.890625 Penalty: 3891.132080
	Iteration 10Q: 3 clusters Score -180011.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -180032.281250 Penalty: 3891.132080
	Iteration 11Q: 3 clusters Score -180032.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -180049.921875 Penalty: 3891.132080
	Iteration 12Q: 3 clusters Score -180049.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -180064.906250 Penalty: 3891.132080
	Iteration 13Q: 3 clusters Score -180064.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -180077.656250 Penalty: 3891.132080
	Iteration 14Q: 3 clusters Score -180077.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -180093.671875 Penalty: 3891.132080
	Iteration 15Q: 3 clusters Score -180093.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -180101.437500 Penalty: 3891.132080
	Iteration 16Q: 3 clusters Score -180101.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -180107.937500 Penalty: 3891.132080
	Iteration 17Q: 3 clusters Score -180107.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -180113.671875 Penalty: 3891.132080
	Iteration 18Q: 3 clusters Score -180113.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -180118.843750 Penalty: 3891.132080
	Iteration 19Q: 3 clusters Score -180118.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -180122.046875 Penalty: 3891.132080
	Iteration 20F: 3 clusters Score -180122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -180123.312500 Penalty: 3891.132080
	Iteration 21Q: 3 clusters Score -180123.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -180124.140625 Penalty: 3891.132080
	Iteration 22Q: 3 clusters Score -180124.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -180124.140625 Penalty: 3891.132080
	Iteration 23F: 3 clusters Score -180124.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Entering Unmasked Estep 
Score: -176220.937500 Penalty: 1938.571411
	Iteration 0F: 2 clusters Score -176220.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -173283.078125 Penalty: 3877.142822
	Iteration 0F: 3 clusters Score -173283.1 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -173878.796875 Penalty: 3877.142822
	Iteration 1F: 3 clusters Score -173878.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -174062.515625 Penalty: 3877.142822
	Iteration 2F: 3 clusters Score -174062.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -174190.484375 Penalty: 3877.142822
	Iteration 3Q: 3 clusters Score -174190.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -174301.984375 Penalty: 3877.142822
	Iteration 4Q: 3 clusters Score -174302 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -174384.531250 Penalty: 3877.142822
	Iteration 5Q: 3 clusters Score -174384.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -174451.359375 Penalty: 3877.142822
	Iteration 6Q: 3 clusters Score -174451.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -174509.296875 Penalty: 3877.142822
	Iteration 7Q: 3 clusters Score -174509.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -174571.484375 Penalty: 3877.142822
	Iteration 8Q: 3 clusters Score -174571.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -174613.625000 Penalty: 3877.142822
	Iteration 9Q: 3 clusters Score -174613.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -174645.953125 Penalty: 3877.142822
	Iteration 10Q: 3 clusters Score -174646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -174668.843750 Penalty: 3877.142822
	Iteration 11Q: 3 clusters Score -174668.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -174694.921875 Penalty: 3877.142822
	Iteration 12Q: 3 clusters Score -174694.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -174726.328125 Penalty: 3877.142822
	Iteration 13Q: 3 clusters Score -174726.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -174760.062500 Penalty: 3877.142822
	Iteration 14Q: 3 clusters Score -174760.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -174787.421875 Penalty: 3877.142822
	Iteration 15Q: 3 clusters Score -174787.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -174831.578125 Penalty: 3877.142822
	Iteration 16Q: 3 clusters Score -174831.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -174877.281250 Penalty: 3877.142822
	Iteration 17Q: 3 clusters Score -174877.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -174932.609375 Penalty: 3877.142822
	Iteration 18Q: 3 clusters Score -174932.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -174981.250000 Penalty: 3877.142822
	Iteration 19Q: 3 clusters Score -174981.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -175036.875000 Penalty: 3877.142822
	Iteration 20F: 3 clusters Score -175036.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -175081.921875 Penalty: 3877.142822
	Iteration 21Q: 3 clusters Score -175081.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -175147.109375 Penalty: 3877.142822
	Iteration 22Q: 3 clusters Score -175147.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -175239.796875 Penalty: 3877.142822
	Iteration 23Q: 3 clusters Score -175239.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -175371.375000 Penalty: 3877.142822
	Iteration 24Q: 3 clusters Score -175371.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -175502.078125 Penalty: 3877.142822
	Iteration 25Q: 3 clusters Score -175502.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -175600.546875 Penalty: 3877.142822
	Iteration 26Q: 3 clusters Score -175600.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -175661.468750 Penalty: 3877.142822
	Iteration 27Q: 3 clusters Score -175661.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -175702.375000 Penalty: 3877.142822
	Iteration 28Q: 3 clusters Score -175702.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -175731.046875 Penalty: 3877.142822
	Iteration 29Q: 3 clusters Score -175731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -175742.265625 Penalty: 3877.142822
	Iteration 30Q: 3 clusters Score -175742.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -175747.171875 Penalty: 3877.142822
	Iteration 31Q: 3 clusters Score -175747.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -175749.250000 Penalty: 3877.142822
	Iteration 32Q: 3 clusters Score -175749.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -175749.531250 Penalty: 3877.142822
	Iteration 33Q: 3 clusters Score -175749.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -175749.531250 Penalty: 3877.142822
	Iteration 34F: 3 clusters Score -175749.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Entering Unmasked Estep 
Score: -130268.976562 Penalty: 1867.957886
	Iteration 0F: 2 clusters Score -130269 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 932 members 
Entering Unmasked Estep 
Score: -127746.703125 Penalty: 3735.915771
	Iteration 0F: 3 clusters Score -127746.7 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -128204.656250 Penalty: 3735.915771
	Iteration 1F: 3 clusters Score -128204.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -128335.945312 Penalty: 3735.915771
	Iteration 2F: 3 clusters Score -128335.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -128407.984375 Penalty: 3735.915771
	Iteration 3Q: 3 clusters Score -128408 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -128444.289062 Penalty: 3735.915771
	Iteration 4Q: 3 clusters Score -128444.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -128470.062500 Penalty: 3735.915771
	Iteration 5Q: 3 clusters Score -128470.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -128491.140625 Penalty: 3735.915771
	Iteration 6Q: 3 clusters Score -128491.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -128508.515625 Penalty: 3735.915771
	Iteration 7Q: 3 clusters Score -128508.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -128524.335938 Penalty: 3735.915771
	Iteration 8Q: 3 clusters Score -128524.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -128541.296875 Penalty: 3735.915771
	Iteration 9Q: 3 clusters Score -128541.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -128562.195312 Penalty: 3735.915771
	Iteration 10Q: 3 clusters Score -128562.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -128583.593750 Penalty: 3735.915771
	Iteration 11Q: 3 clusters Score -128583.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -128604.046875 Penalty: 3735.915771
	Iteration 12Q: 3 clusters Score -128604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -128625.632812 Penalty: 3735.915771
	Iteration 13Q: 3 clusters Score -128625.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -128648.023438 Penalty: 3735.915771
	Iteration 14Q: 3 clusters Score -128648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -128672.976562 Penalty: 3735.915771
	Iteration 15Q: 3 clusters Score -128673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -128695.617188 Penalty: 3735.915771
	Iteration 16Q: 3 clusters Score -128695.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -128721.054688 Penalty: 3735.915771
	Iteration 17Q: 3 clusters Score -128721.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -128751.000000 Penalty: 3735.915771
	Iteration 18Q: 3 clusters Score -128751 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -128768.867188 Penalty: 3735.915771
	Iteration 19Q: 3 clusters Score -128768.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -128783.039062 Penalty: 3735.915771
	Iteration 20F: 3 clusters Score -128783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -128801.195312 Penalty: 3735.915771
	Iteration 21Q: 3 clusters Score -128801.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -128818.218750 Penalty: 3735.915771
	Iteration 22Q: 3 clusters Score -128818.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -128825.570312 Penalty: 3735.915771
	Iteration 23Q: 3 clusters Score -128825.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -128830.203125 Penalty: 3735.915771
	Iteration 24Q: 3 clusters Score -128830.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -128834.250000 Penalty: 3735.915771
	Iteration 25Q: 3 clusters Score -128834.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -128836.773438 Penalty: 3735.915771
	Iteration 26Q: 3 clusters Score -128836.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -128843.609375 Penalty: 3735.915771
	Iteration 27Q: 3 clusters Score -128843.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -128846.289062 Penalty: 3735.915771
	Iteration 28Q: 3 clusters Score -128846.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -128849.171875 Penalty: 3735.915771
	Iteration 29Q: 3 clusters Score -128849.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -128852.742188 Penalty: 3735.915771
	Iteration 30Q: 3 clusters Score -128852.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -128854.687500 Penalty: 3735.915771
	Iteration 31Q: 3 clusters Score -128854.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -128858.164062 Penalty: 3735.915771
	Iteration 32Q: 3 clusters Score -128858.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -128859.312500 Penalty: 3735.915771
	Iteration 33Q: 3 clusters Score -128859.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -128861.132812 Penalty: 3735.915771
	Iteration 34Q: 3 clusters Score -128861.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -128863.703125 Penalty: 3735.915771
	Iteration 35Q: 3 clusters Score -128863.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -128866.359375 Penalty: 3735.915771
	Iteration 36Q: 3 clusters Score -128866.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -128873.085938 Penalty: 3735.915771
	Iteration 37Q: 3 clusters Score -128873.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -128879.726562 Penalty: 3735.915771
	Iteration 38Q: 3 clusters Score -128879.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -128880.742188 Penalty: 3735.915771
	Iteration 39Q: 3 clusters Score -128880.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -128881.812500 Penalty: 3735.915771
	Iteration 40F: 3 clusters Score -128881.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -128884.304688 Penalty: 3735.915771
	Iteration 41Q: 3 clusters Score -128884.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -128885.554688 Penalty: 3735.915771
	Iteration 42Q: 3 clusters Score -128885.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -128885.929688 Penalty: 3735.915771
	Iteration 43Q: 3 clusters Score -128885.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -128885.929688 Penalty: 3735.915771
	Iteration 44F: 3 clusters Score -128885.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (28855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Entering Unmasked Estep 
Score: -2203394.500000 Penalty: 2546.969482
	Iteration 0F: 2 clusters Score -2203394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2183688.250000 Penalty: 5093.938965
	Iteration 0F: 3 clusters Score -2183688 nChanged 12982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2190782.250000 Penalty: 5093.938965
	Iteration 1F: 3 clusters Score -2190782 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2191529.500000 Penalty: 5093.938965
	Iteration 2F: 3 clusters Score -2191530 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2192494.750000 Penalty: 5093.938965
	Iteration 3F: 3 clusters Score -2192495 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2193808.500000 Penalty: 5093.938965
	Iteration 4F: 3 clusters Score -2193808 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2195345.750000 Penalty: 5093.938965
	Iteration 5F: 3 clusters Score -2195346 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2197009.250000 Penalty: 5093.938965
	Iteration 6F: 3 clusters Score -2197009 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2198373.000000 Penalty: 5093.938965
	Iteration 7F: 3 clusters Score -2198373 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2199341.500000 Penalty: 5093.938965
	Iteration 8Q: 3 clusters Score -2199342 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2199884.750000 Penalty: 5093.938965
	Iteration 9Q: 3 clusters Score -2199885 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -2200149.000000 Penalty: 5093.938965
	Iteration 10Q: 3 clusters Score -2200149 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -2200302.750000 Penalty: 5093.938965
	Iteration 11Q: 3 clusters Score -2200303 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -2200409.500000 Penalty: 5093.938965
	Iteration 12Q: 3 clusters Score -2200410 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -2200497.750000 Penalty: 5093.938965
	Iteration 13Q: 3 clusters Score -2200498 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -2200564.250000 Penalty: 5093.938965
	Iteration 14Q: 3 clusters Score -2200564 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -2200624.750000 Penalty: 5093.938965
	Iteration 15Q: 3 clusters Score -2200625 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -2200671.750000 Penalty: 5093.938965
	Iteration 16Q: 3 clusters Score -2200672 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -2200703.500000 Penalty: 5093.938965
	Iteration 17Q: 3 clusters Score -2200704 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -2200734.750000 Penalty: 5093.938965
	Iteration 18Q: 3 clusters Score -2200735 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -2200776.750000 Penalty: 5093.938965
	Iteration 19Q: 3 clusters Score -2200777 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -2200814.250000 Penalty: 5093.938965
	Iteration 20F: 3 clusters Score -2200814 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -2200873.750000 Penalty: 5093.938965
	Iteration 21Q: 3 clusters Score -2200874 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -2200923.500000 Penalty: 5093.938965
	Iteration 22Q: 3 clusters Score -2200924 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -2200968.250000 Penalty: 5093.938965
	Iteration 23Q: 3 clusters Score -2200968 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -2201012.000000 Penalty: 5093.938965
	Iteration 24Q: 3 clusters Score -2201012 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -2201052.500000 Penalty: 5093.938965
	Iteration 25Q: 3 clusters Score -2201052 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -2201079.000000 Penalty: 5093.938965
	Iteration 26Q: 3 clusters Score -2201079 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -2201112.750000 Penalty: 5093.938965
	Iteration 27Q: 3 clusters Score -2201113 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -2201152.500000 Penalty: 5093.938965
	Iteration 28Q: 3 clusters Score -2201152 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -2201185.750000 Penalty: 5093.938965
	Iteration 29Q: 3 clusters Score -2201186 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -2201203.250000 Penalty: 5093.938965
	Iteration 30Q: 3 clusters Score -2201203 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -2201234.500000 Penalty: 5093.938965
	Iteration 31Q: 3 clusters Score -2201234 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -2201259.000000 Penalty: 5093.938965
	Iteration 32Q: 3 clusters Score -2201259 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -2201285.500000 Penalty: 5093.938965
	Iteration 33Q: 3 clusters Score -2201286 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -2201314.250000 Penalty: 5093.938965
	Iteration 34Q: 3 clusters Score -2201314 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -2201328.750000 Penalty: 5093.938965
	Iteration 35Q: 3 clusters Score -2201329 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -2201348.250000 Penalty: 5093.938965
	Iteration 36Q: 3 clusters Score -2201348 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -2201368.750000 Penalty: 5093.938965
	Iteration 37Q: 3 clusters Score -2201369 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -2201379.000000 Penalty: 5093.938965
	Iteration 38Q: 3 clusters Score -2201379 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -2201395.000000 Penalty: 5093.938965
	Iteration 39Q: 3 clusters Score -2201395 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -2201402.500000 Penalty: 5093.938965
	Iteration 40F: 3 clusters Score -2201402 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -2201411.250000 Penalty: 5093.938965
	Iteration 41Q: 3 clusters Score -2201411 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -2201427.250000 Penalty: 5093.938965
	Iteration 42Q: 3 clusters Score -2201427 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -2201441.750000 Penalty: 5093.938965
	Iteration 43Q: 3 clusters Score -2201442 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -2201460.750000 Penalty: 5093.938965
	Iteration 44Q: 3 clusters Score -2201461 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -2201471.500000 Penalty: 5093.938965
	Iteration 45Q: 3 clusters Score -2201472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -2201484.250000 Penalty: 5093.938965
	Iteration 46Q: 3 clusters Score -2201484 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -2201495.750000 Penalty: 5093.938965
	Iteration 47Q: 3 clusters Score -2201496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -2201503.250000 Penalty: 5093.938965
	Iteration 48Q: 3 clusters Score -2201503 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -2201523.000000 Penalty: 5093.938965
	Iteration 49Q: 3 clusters Score -2201523 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -2201539.000000 Penalty: 5093.938965
	Iteration 50Q: 3 clusters Score -2201539 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -2201554.250000 Penalty: 5093.938965
	Iteration 51Q: 3 clusters Score -2201554 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -2201563.750000 Penalty: 5093.938965
	Iteration 52Q: 3 clusters Score -2201564 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -2201576.000000 Penalty: 5093.938965
	Iteration 53Q: 3 clusters Score -2201576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -2201586.500000 Penalty: 5093.938965
	Iteration 54Q: 3 clusters Score -2201586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -2201594.750000 Penalty: 5093.938965
	Iteration 55Q: 3 clusters Score -2201595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -2201598.750000 Penalty: 5093.938965
	Iteration 56Q: 3 clusters Score -2201599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -2201601.500000 Penalty: 5093.938965
	Iteration 57Q: 3 clusters Score -2201602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -2201603.750000 Penalty: 5093.938965
	Iteration 58Q: 3 clusters Score -2201604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -2201606.250000 Penalty: 5093.938965
	Iteration 59Q: 3 clusters Score -2201606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -2201611.750000 Penalty: 5093.938965
	Iteration 60F: 3 clusters Score -2201612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -2201616.000000 Penalty: 5093.938965
	Iteration 61Q: 3 clusters Score -2201616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -2201615.750000 Penalty: 5093.938965
	Iteration 62Q: 3 clusters Score -2201616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -2201620.750000 Penalty: 5093.938965
	Iteration 63Q: 3 clusters Score -2201621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -2201633.250000 Penalty: 5093.938965
	Iteration 64Q: 3 clusters Score -2201633 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -2201635.250000 Penalty: 5093.938965
	Iteration 65Q: 3 clusters Score -2201635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -2201638.250000 Penalty: 5093.938965
	Iteration 66Q: 3 clusters Score -2201638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -2201645.750000 Penalty: 5093.938965
	Iteration 67Q: 3 clusters Score -2201646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -2201649.250000 Penalty: 5093.938965
	Iteration 68Q: 3 clusters Score -2201649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -2201650.250000 Penalty: 5093.938965
	Iteration 69Q: 3 clusters Score -2201650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -2201659.250000 Penalty: 5093.938965
	Iteration 70Q: 3 clusters Score -2201659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -2201658.500000 Penalty: 5093.938965
	Iteration 71Q: 3 clusters Score -2201658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -2201661.750000 Penalty: 5093.938965
	Iteration 72Q: 3 clusters Score -2201662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -2201662.500000 Penalty: 5093.938965
	Iteration 73Q: 3 clusters Score -2201662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -2201660.250000 Penalty: 5093.938965
	Iteration 74Q: 3 clusters Score -2201660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -2201661.000000 Penalty: 5093.938965
	Iteration 75Q: 3 clusters Score -2201661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -2201664.250000 Penalty: 5093.938965
	Iteration 76Q: 3 clusters Score -2201664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -2201661.000000 Penalty: 5093.938965
	Iteration 77Q: 3 clusters Score -2201661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -2201662.250000 Penalty: 5093.938965
	Iteration 78Q: 3 clusters Score -2201662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -2201662.000000 Penalty: 5093.938965
	Iteration 79Q: 3 clusters Score -2201662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -2201662.000000 Penalty: 5093.938965
	Iteration 80F: 3 clusters Score -2201662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Entering Unmasked Estep 
Score: -137216.625000 Penalty: 1947.693970
	Iteration 0F: 2 clusters Score -137216.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -134305.250000 Penalty: 3895.387939
	Iteration 0F: 3 clusters Score -134305.2 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -135284.421875 Penalty: 3895.387939
	Iteration 1F: 3 clusters Score -135284.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -135826.640625 Penalty: 3895.387939
	Iteration 2F: 3 clusters Score -135826.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -136160.734375 Penalty: 3895.387939
	Iteration 3F: 3 clusters Score -136160.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -136382.218750 Penalty: 3895.387939
	Iteration 4F: 3 clusters Score -136382.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -136506.421875 Penalty: 3895.387939
	Iteration 5Q: 3 clusters Score -136506.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -136593.390625 Penalty: 3895.387939
	Iteration 6Q: 3 clusters Score -136593.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -136639.312500 Penalty: 3895.387939
	Iteration 7Q: 3 clusters Score -136639.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -136677.453125 Penalty: 3895.387939
	Iteration 8Q: 3 clusters Score -136677.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -136719.515625 Penalty: 3895.387939
	Iteration 9Q: 3 clusters Score -136719.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -136751.546875 Penalty: 3895.387939
	Iteration 10Q: 3 clusters Score -136751.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -136772.093750 Penalty: 3895.387939
	Iteration 11Q: 3 clusters Score -136772.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -136784.265625 Penalty: 3895.387939
	Iteration 12Q: 3 clusters Score -136784.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -136791.328125 Penalty: 3895.387939
	Iteration 13Q: 3 clusters Score -136791.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -136796.734375 Penalty: 3895.387939
	Iteration 14Q: 3 clusters Score -136796.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -136799.015625 Penalty: 3895.387939
	Iteration 15Q: 3 clusters Score -136799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -136803.218750 Penalty: 3895.387939
	Iteration 16Q: 3 clusters Score -136803.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -136806.265625 Penalty: 3895.387939
	Iteration 17Q: 3 clusters Score -136806.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -136807.125000 Penalty: 3895.387939
	Iteration 18Q: 3 clusters Score -136807.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -136808.140625 Penalty: 3895.387939
	Iteration 19Q: 3 clusters Score -136808.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -136808.140625 Penalty: 3895.387939
	Iteration 20F: 3 clusters Score -136808.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Entering Unmasked Estep 
Score: -690679.687500 Penalty: 2272.979004
	Iteration 0F: 2 clusters Score -690679.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -683278.437500 Penalty: 4545.958008
	Iteration 0F: 3 clusters Score -683278.4 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -685652.937500 Penalty: 4545.958008
	Iteration 1F: 3 clusters Score -685652.9 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -686133.187500 Penalty: 4545.958008
	Iteration 2F: 3 clusters Score -686133.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -686555.812500 Penalty: 4545.958008
	Iteration 3F: 3 clusters Score -686555.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -686945.437500 Penalty: 4545.958008
	Iteration 4F: 3 clusters Score -686945.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -687317.187500 Penalty: 4545.958008
	Iteration 5F: 3 clusters Score -687317.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -687617.187500 Penalty: 4545.958008
	Iteration 6F: 3 clusters Score -687617.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -687910.687500 Penalty: 4545.958008
	Iteration 7Q: 3 clusters Score -687910.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -688181.062500 Penalty: 4545.958008
	Iteration 8Q: 3 clusters Score -688181.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -688413.375000 Penalty: 4545.958008
	Iteration 9Q: 3 clusters Score -688413.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -688613.375000 Penalty: 4545.958008
	Iteration 10Q: 3 clusters Score -688613.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -688795.812500 Penalty: 4545.958008
	Iteration 11Q: 3 clusters Score -688795.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -688973.000000 Penalty: 4545.958008
	Iteration 12Q: 3 clusters Score -688973 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -689114.125000 Penalty: 4545.958008
	Iteration 13Q: 3 clusters Score -689114.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -689224.750000 Penalty: 4545.958008
	Iteration 14Q: 3 clusters Score -689224.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -689313.250000 Penalty: 4545.958008
	Iteration 15Q: 3 clusters Score -689313.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -689366.062500 Penalty: 4545.958008
	Iteration 16Q: 3 clusters Score -689366.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -689393.062500 Penalty: 4545.958008
	Iteration 17Q: 3 clusters Score -689393.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -689418.500000 Penalty: 4545.958008
	Iteration 18Q: 3 clusters Score -689418.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -689442.562500 Penalty: 4545.958008
	Iteration 19Q: 3 clusters Score -689442.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -689459.250000 Penalty: 4545.958008
	Iteration 20F: 3 clusters Score -689459.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -689471.562500 Penalty: 4545.958008
	Iteration 21Q: 3 clusters Score -689471.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -689475.687500 Penalty: 4545.958008
	Iteration 22Q: 3 clusters Score -689475.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -689480.312500 Penalty: 4545.958008
	Iteration 23Q: 3 clusters Score -689480.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -689485.875000 Penalty: 4545.958008
	Iteration 24Q: 3 clusters Score -689485.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -689488.875000 Penalty: 4545.958008
	Iteration 25Q: 3 clusters Score -689488.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -689490.812500 Penalty: 4545.958008
	Iteration 26Q: 3 clusters Score -689490.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -689496.062500 Penalty: 4545.958008
	Iteration 27Q: 3 clusters Score -689496.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -689500.625000 Penalty: 4545.958008
	Iteration 28Q: 3 clusters Score -689500.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -689503.750000 Penalty: 4545.958008
	Iteration 29Q: 3 clusters Score -689503.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -689508.562500 Penalty: 4545.958008
	Iteration 30Q: 3 clusters Score -689508.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -689511.312500 Penalty: 4545.958008
	Iteration 31Q: 3 clusters Score -689511.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -689512.875000 Penalty: 4545.958008
	Iteration 32Q: 3 clusters Score -689512.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -689514.312500 Penalty: 4545.958008
	Iteration 33Q: 3 clusters Score -689514.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -689520.000000 Penalty: 4545.958008
	Iteration 34Q: 3 clusters Score -689520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -689522.687500 Penalty: 4545.958008
	Iteration 35Q: 3 clusters Score -689522.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -689527.750000 Penalty: 4545.958008
	Iteration 36Q: 3 clusters Score -689527.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -689532.312500 Penalty: 4545.958008
	Iteration 37Q: 3 clusters Score -689532.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -689536.187500 Penalty: 4545.958008
	Iteration 38Q: 3 clusters Score -689536.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -689544.187500 Penalty: 4545.958008
	Iteration 39Q: 3 clusters Score -689544.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -689554.500000 Penalty: 4545.958008
	Iteration 40F: 3 clusters Score -689554.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -689555.750000 Penalty: 4545.958008
	Iteration 41Q: 3 clusters Score -689555.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -689561.000000 Penalty: 4545.958008
	Iteration 42Q: 3 clusters Score -689561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -689569.875000 Penalty: 4545.958008
	Iteration 43Q: 3 clusters Score -689569.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -689579.937500 Penalty: 4545.958008
	Iteration 44Q: 3 clusters Score -689579.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -689594.687500 Penalty: 4545.958008
	Iteration 45Q: 3 clusters Score -689594.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -689606.500000 Penalty: 4545.958008
	Iteration 46Q: 3 clusters Score -689606.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -689613.250000 Penalty: 4545.958008
	Iteration 47Q: 3 clusters Score -689613.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -689617.875000 Penalty: 4545.958008
	Iteration 48Q: 3 clusters Score -689617.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -689619.062500 Penalty: 4545.958008
	Iteration 49Q: 3 clusters Score -689619.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -689622.437500 Penalty: 4545.958008
	Iteration 50Q: 3 clusters Score -689622.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -689623.250000 Penalty: 4545.958008
	Iteration 51Q: 3 clusters Score -689623.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -689622.250000 Penalty: 4545.958008
	Iteration 52Q: 3 clusters Score -689622.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -689624.562500 Penalty: 4545.958008
	Iteration 53Q: 3 clusters Score -689624.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -689626.687500 Penalty: 4545.958008
	Iteration 54Q: 3 clusters Score -689626.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -689627.062500 Penalty: 4545.958008
	Iteration 55Q: 3 clusters Score -689627.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -689628.500000 Penalty: 4545.958008
	Iteration 56Q: 3 clusters Score -689628.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -689630.937500 Penalty: 4545.958008
	Iteration 57Q: 3 clusters Score -689630.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -689636.125000 Penalty: 4545.958008
	Iteration 58Q: 3 clusters Score -689636.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -689641.937500 Penalty: 4545.958008
	Iteration 59Q: 3 clusters Score -689641.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -689653.312500 Penalty: 4545.958008
	Iteration 60F: 3 clusters Score -689653.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -689654.125000 Penalty: 4545.958008
	Iteration 61Q: 3 clusters Score -689654.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -689655.375000 Penalty: 4545.958008
	Iteration 62Q: 3 clusters Score -689655.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -689658.000000 Penalty: 4545.958008
	Iteration 63Q: 3 clusters Score -689658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -689658.437500 Penalty: 4545.958008
	Iteration 64Q: 3 clusters Score -689658.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -689658.437500 Penalty: 4545.958008
	Iteration 65F: 3 clusters Score -689658.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -217960.062500 Penalty: 2006.495728
	Iteration 0F: 2 clusters Score -217960.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -214618.093750 Penalty: 4012.991455
	Iteration 0F: 3 clusters Score -214618.1 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -215462.875000 Penalty: 4012.991455
	Iteration 1F: 3 clusters Score -215462.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -215714.171875 Penalty: 4012.991455
	Iteration 2F: 3 clusters Score -215714.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -215883.296875 Penalty: 4012.991455
	Iteration 3F: 3 clusters Score -215883.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -216039.078125 Penalty: 4012.991455
	Iteration 4Q: 3 clusters Score -216039.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -216226.125000 Penalty: 4012.991455
	Iteration 5Q: 3 clusters Score -216226.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -216436.609375 Penalty: 4012.991455
	Iteration 6Q: 3 clusters Score -216436.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -216611.250000 Penalty: 4012.991455
	Iteration 7Q: 3 clusters Score -216611.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -216754.250000 Penalty: 4012.991455
	Iteration 8Q: 3 clusters Score -216754.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -216861.656250 Penalty: 4012.991455
	Iteration 9Q: 3 clusters Score -216861.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -216919.859375 Penalty: 4012.991455
	Iteration 10Q: 3 clusters Score -216919.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -216960.515625 Penalty: 4012.991455
	Iteration 11Q: 3 clusters Score -216960.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -216989.015625 Penalty: 4012.991455
	Iteration 12Q: 3 clusters Score -216989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -217001.750000 Penalty: 4012.991455
	Iteration 13Q: 3 clusters Score -217001.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -217007.218750 Penalty: 4012.991455
	Iteration 14Q: 3 clusters Score -217007.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -217010.812500 Penalty: 4012.991455
	Iteration 15Q: 3 clusters Score -217010.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -217011.640625 Penalty: 4012.991455
	Iteration 16Q: 3 clusters Score -217011.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -217012.125000 Penalty: 4012.991455
	Iteration 17Q: 3 clusters Score -217012.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -217012.703125 Penalty: 4012.991455
	Iteration 18Q: 3 clusters Score -217012.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -217012.703125 Penalty: 4012.991455
	Iteration 19F: 3 clusters Score -217012.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Entering Unmasked Estep 
Score: -216512.515625 Penalty: 1987.144897
	Iteration 0F: 2 clusters Score -216512.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -213229.031250 Penalty: 3974.289795
	Iteration 0F: 3 clusters Score -213229 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -213950.359375 Penalty: 3974.289795
	Iteration 1F: 3 clusters Score -213950.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -214091.750000 Penalty: 3974.289795
	Iteration 2F: 3 clusters Score -214091.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -214175.437500 Penalty: 3974.289795
	Iteration 3Q: 3 clusters Score -214175.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -214227.953125 Penalty: 3974.289795
	Iteration 4Q: 3 clusters Score -214228 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -214267.171875 Penalty: 3974.289795
	Iteration 5Q: 3 clusters Score -214267.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -214316.843750 Penalty: 3974.289795
	Iteration 6Q: 3 clusters Score -214316.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -214367.062500 Penalty: 3974.289795
	Iteration 7Q: 3 clusters Score -214367.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -214420.250000 Penalty: 3974.289795
	Iteration 8Q: 3 clusters Score -214420.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -214457.875000 Penalty: 3974.289795
	Iteration 9Q: 3 clusters Score -214457.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -214503.984375 Penalty: 3974.289795
	Iteration 10Q: 3 clusters Score -214504 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -214559.046875 Penalty: 3974.289795
	Iteration 11Q: 3 clusters Score -214559 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -214611.296875 Penalty: 3974.289795
	Iteration 12Q: 3 clusters Score -214611.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -214659.609375 Penalty: 3974.289795
	Iteration 13Q: 3 clusters Score -214659.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -214719.437500 Penalty: 3974.289795
	Iteration 14Q: 3 clusters Score -214719.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -214789.359375 Penalty: 3974.289795
	Iteration 15Q: 3 clusters Score -214789.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -214862.109375 Penalty: 3974.289795
	Iteration 16Q: 3 clusters Score -214862.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -214933.296875 Penalty: 3974.289795
	Iteration 17Q: 3 clusters Score -214933.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -214993.609375 Penalty: 3974.289795
	Iteration 18Q: 3 clusters Score -214993.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -215039.703125 Penalty: 3974.289795
	Iteration 19Q: 3 clusters Score -215039.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -215097.765625 Penalty: 3974.289795
	Iteration 20F: 3 clusters Score -215097.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -215135.625000 Penalty: 3974.289795
	Iteration 21Q: 3 clusters Score -215135.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -215166.328125 Penalty: 3974.289795
	Iteration 22Q: 3 clusters Score -215166.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -215190.328125 Penalty: 3974.289795
	Iteration 23Q: 3 clusters Score -215190.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -215219.890625 Penalty: 3974.289795
	Iteration 24Q: 3 clusters Score -215219.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -215240.000000 Penalty: 3974.289795
	Iteration 25Q: 3 clusters Score -215240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -215259.203125 Penalty: 3974.289795
	Iteration 26Q: 3 clusters Score -215259.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -215272.453125 Penalty: 3974.289795
	Iteration 27Q: 3 clusters Score -215272.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -215281.187500 Penalty: 3974.289795
	Iteration 28Q: 3 clusters Score -215281.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -215291.093750 Penalty: 3974.289795
	Iteration 29Q: 3 clusters Score -215291.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -215305.328125 Penalty: 3974.289795
	Iteration 30Q: 3 clusters Score -215305.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -215317.125000 Penalty: 3974.289795
	Iteration 31Q: 3 clusters Score -215317.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -215325.125000 Penalty: 3974.289795
	Iteration 32Q: 3 clusters Score -215325.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -215330.687500 Penalty: 3974.289795
	Iteration 33Q: 3 clusters Score -215330.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -215332.937500 Penalty: 3974.289795
	Iteration 34Q: 3 clusters Score -215332.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -215334.109375 Penalty: 3974.289795
	Iteration 35Q: 3 clusters Score -215334.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -215334.500000 Penalty: 3974.289795
	Iteration 36Q: 3 clusters Score -215334.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -215334.875000 Penalty: 3974.289795
	Iteration 37Q: 3 clusters Score -215334.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -215334.875000 Penalty: 3974.289795
	Iteration 38F: 3 clusters Score -215334.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Entering Unmasked Estep 
Score: -779823.500000 Penalty: 2298.498047
	Iteration 0F: 2 clusters Score -779823.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -771784.750000 Penalty: 4596.996094
	Iteration 0F: 3 clusters Score -771784.8 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -774273.187500 Penalty: 4596.996094
	Iteration 1F: 3 clusters Score -774273.2 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -774684.687500 Penalty: 4596.996094
	Iteration 2F: 3 clusters Score -774684.7 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -775013.312500 Penalty: 4596.996094
	Iteration 3F: 3 clusters Score -775013.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -775312.937500 Penalty: 4596.996094
	Iteration 4F: 3 clusters Score -775312.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -775655.125000 Penalty: 4596.996094
	Iteration 5F: 3 clusters Score -775655.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -775992.000000 Penalty: 4596.996094
	Iteration 6Q: 3 clusters Score -775992 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -776287.062500 Penalty: 4596.996094
	Iteration 7Q: 3 clusters Score -776287.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -776564.750000 Penalty: 4596.996094
	Iteration 8Q: 3 clusters Score -776564.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -776841.312500 Penalty: 4596.996094
	Iteration 9Q: 3 clusters Score -776841.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -777096.437500 Penalty: 4596.996094
	Iteration 10Q: 3 clusters Score -777096.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -777324.250000 Penalty: 4596.996094
	Iteration 11Q: 3 clusters Score -777324.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -777522.937500 Penalty: 4596.996094
	Iteration 12Q: 3 clusters Score -777522.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -777674.375000 Penalty: 4596.996094
	Iteration 13Q: 3 clusters Score -777674.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -777788.250000 Penalty: 4596.996094
	Iteration 14Q: 3 clusters Score -777788.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -777891.312500 Penalty: 4596.996094
	Iteration 15Q: 3 clusters Score -777891.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -777966.062500 Penalty: 4596.996094
	Iteration 16Q: 3 clusters Score -777966.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -778013.937500 Penalty: 4596.996094
	Iteration 17Q: 3 clusters Score -778013.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -778051.812500 Penalty: 4596.996094
	Iteration 18Q: 3 clusters Score -778051.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -778084.812500 Penalty: 4596.996094
	Iteration 19Q: 3 clusters Score -778084.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -778113.875000 Penalty: 4596.996094
	Iteration 20F: 3 clusters Score -778113.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -778127.125000 Penalty: 4596.996094
	Iteration 21Q: 3 clusters Score -778127.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -778131.750000 Penalty: 4596.996094
	Iteration 22Q: 3 clusters Score -778131.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -778136.625000 Penalty: 4596.996094
	Iteration 23Q: 3 clusters Score -778136.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -778138.937500 Penalty: 4596.996094
	Iteration 24Q: 3 clusters Score -778138.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -778141.500000 Penalty: 4596.996094
	Iteration 25Q: 3 clusters Score -778141.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -778140.875000 Penalty: 4596.996094
	Iteration 26Q: 3 clusters Score -778140.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -778139.562500 Penalty: 4596.996094
	Iteration 27Q: 3 clusters Score -778139.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -778140.750000 Penalty: 4596.996094
	Iteration 28Q: 3 clusters Score -778140.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -778141.937500 Penalty: 4596.996094
	Iteration 29Q: 3 clusters Score -778141.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -778140.750000 Penalty: 4596.996094
	Iteration 30Q: 3 clusters Score -778140.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -778141.000000 Penalty: 4596.996094
	Iteration 31Q: 3 clusters Score -778141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -778143.125000 Penalty: 4596.996094
	Iteration 32Q: 3 clusters Score -778143.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -778143.375000 Penalty: 4596.996094
	Iteration 33Q: 3 clusters Score -778143.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -778143.375000 Penalty: 4596.996094
	Iteration 34F: 3 clusters Score -778143.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Entering Unmasked Estep 
Score: -442827.062500 Penalty: 2156.527100
	Iteration 0F: 2 clusters Score -442827.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -437666.750000 Penalty: 4313.054199
	Iteration 0F: 3 clusters Score -437666.8 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -438989.312500 Penalty: 4313.054199
	Iteration 1F: 3 clusters Score -438989.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -439199.843750 Penalty: 4313.054199
	Iteration 2F: 3 clusters Score -439199.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -439366.250000 Penalty: 4313.054199
	Iteration 3Q: 3 clusters Score -439366.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -439481.343750 Penalty: 4313.054199
	Iteration 4Q: 3 clusters Score -439481.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -439583.968750 Penalty: 4313.054199
	Iteration 5Q: 3 clusters Score -439584 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -439661.875000 Penalty: 4313.054199
	Iteration 6Q: 3 clusters Score -439661.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -439719.906250 Penalty: 4313.054199
	Iteration 7Q: 3 clusters Score -439719.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -439776.875000 Penalty: 4313.054199
	Iteration 8Q: 3 clusters Score -439776.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -439836.093750 Penalty: 4313.054199
	Iteration 9Q: 3 clusters Score -439836.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -439888.468750 Penalty: 4313.054199
	Iteration 10Q: 3 clusters Score -439888.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -439946.843750 Penalty: 4313.054199
	Iteration 11Q: 3 clusters Score -439946.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -440013.250000 Penalty: 4313.054199
	Iteration 12Q: 3 clusters Score -440013.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -440092.062500 Penalty: 4313.054199
	Iteration 13Q: 3 clusters Score -440092.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -440169.406250 Penalty: 4313.054199
	Iteration 14Q: 3 clusters Score -440169.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -440282.531250 Penalty: 4313.054199
	Iteration 15Q: 3 clusters Score -440282.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -440421.812500 Penalty: 4313.054199
	Iteration 16Q: 3 clusters Score -440421.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -440594.281250 Penalty: 4313.054199
	Iteration 17Q: 3 clusters Score -440594.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -440782.437500 Penalty: 4313.054199
	Iteration 18Q: 3 clusters Score -440782.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -441036.187500 Penalty: 4313.054199
	Iteration 19Q: 3 clusters Score -441036.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -441282.031250 Penalty: 4313.054199
	Iteration 20F: 3 clusters Score -441282 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -441482.031250 Penalty: 4313.054199
	Iteration 21Q: 3 clusters Score -441482 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -441600.312500 Penalty: 4313.054199
	Iteration 22Q: 3 clusters Score -441600.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -441643.156250 Penalty: 4313.054199
	Iteration 23Q: 3 clusters Score -441643.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -441665.187500 Penalty: 4313.054199
	Iteration 24Q: 3 clusters Score -441665.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -441675.843750 Penalty: 4313.054199
	Iteration 25Q: 3 clusters Score -441675.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -441682.375000 Penalty: 4313.054199
	Iteration 26Q: 3 clusters Score -441682.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -441690.750000 Penalty: 4313.054199
	Iteration 27Q: 3 clusters Score -441690.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -441699.156250 Penalty: 4313.054199
	Iteration 28Q: 3 clusters Score -441699.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -441704.906250 Penalty: 4313.054199
	Iteration 29Q: 3 clusters Score -441704.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -441711.156250 Penalty: 4313.054199
	Iteration 30Q: 3 clusters Score -441711.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -441720.843750 Penalty: 4313.054199
	Iteration 31Q: 3 clusters Score -441720.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -441735.500000 Penalty: 4313.054199
	Iteration 32Q: 3 clusters Score -441735.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -441749.031250 Penalty: 4313.054199
	Iteration 33Q: 3 clusters Score -441749 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -441760.687500 Penalty: 4313.054199
	Iteration 34Q: 3 clusters Score -441760.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -441770.281250 Penalty: 4313.054199
	Iteration 35Q: 3 clusters Score -441770.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -441775.000000 Penalty: 4313.054199
	Iteration 36Q: 3 clusters Score -441775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -441776.750000 Penalty: 4313.054199
	Iteration 37Q: 3 clusters Score -441776.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -441777.937500 Penalty: 4313.054199
	Iteration 38Q: 3 clusters Score -441777.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -441778.218750 Penalty: 4313.054199
	Iteration 39Q: 3 clusters Score -441778.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -441778.218750 Penalty: 4313.054199
	Iteration 40F: 3 clusters Score -441778.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Entering Unmasked Estep 
Score: -177528.906250 Penalty: 1947.886475
	Iteration 0F: 2 clusters Score -177528.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -174571.031250 Penalty: 3895.772949
	Iteration 0F: 3 clusters Score -174571 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -175203.843750 Penalty: 3895.772949
	Iteration 1F: 3 clusters Score -175203.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -175527.250000 Penalty: 3895.772949
	Iteration 2F: 3 clusters Score -175527.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -175819.312500 Penalty: 3895.772949
	Iteration 3F: 3 clusters Score -175819.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -176017.125000 Penalty: 3895.772949
	Iteration 4F: 3 clusters Score -176017.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -176166.890625 Penalty: 3895.772949
	Iteration 5F: 3 clusters Score -176166.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -176327.953125 Penalty: 3895.772949
	Iteration 6F: 3 clusters Score -176328 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -176538.687500 Penalty: 3895.772949
	Iteration 7F: 3 clusters Score -176538.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -176925.875000 Penalty: 3895.772949
	Iteration 8F: 3 clusters Score -176925.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -177668.546875 Penalty: 3895.772949
	Iteration 9F: 3 clusters Score -177668.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -177956.703125 Penalty: 3895.772949
	Iteration 10F: 3 clusters Score -177956.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -178150.828125 Penalty: 3895.772949
	Iteration 11Q: 3 clusters Score -178150.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -178300.578125 Penalty: 3895.772949
	Iteration 12Q: 3 clusters Score -178300.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -178417.375000 Penalty: 3895.772949
	Iteration 13Q: 3 clusters Score -178417.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -178500.875000 Penalty: 3895.772949
	Iteration 14Q: 3 clusters Score -178500.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -178523.421875 Penalty: 3895.772949
	Iteration 15Q: 3 clusters Score -178523.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -178531.312500 Penalty: 3895.772949
	Iteration 16Q: 3 clusters Score -178531.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -178532.265625 Penalty: 3895.772949
	Iteration 17Q: 3 clusters Score -178532.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -178532.265625 Penalty: 3895.772949
	Iteration 18F: 3 clusters Score -178532.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 207754 members 
Mstep: Class 3 contains 64811 members 
Mstep: Class 4 contains 7076 members 
Mstep: Class 5 contains 206005 members 
Mstep: Class 6 contains 10017 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80853 members 
Mstep: Class 10 contains 358232 members 
Mstep: Class 11 contains 41720 members 
Mstep: Class 12 contains 4469 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7189 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 128372 members 
Mstep: Class 17 contains 23385 members 
Mstep: Class 18 contains 28424 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11222 members 
Mstep: Class 21 contains 3913 members 
Mstep: Class 22 contains 12234 members 
Mstep: Class 23 contains 10841 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13760 members 
Mstep: Class 27 contains 16143 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33913 members 
Mstep: Class 30 contains 9456 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2482 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28855 members 
Mstep: Class 35 contains 2575 members 
Mstep: Class 36 contains 9559 members 
Mstep: Class 37 contains 3264 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10595 members 
Mstep: Class 40 contains 5977 members 
Mstep: Class 41 contains 471 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Mstep: Class 45 contains 2106 members 
Entering Unmasked Estep 
Score: -102298496.000000 Penalty: 158063.093750
Splitting cluster 41 changes total score from -102298992.000000 to -102298496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -141793.796875 Penalty: 1877.980713
	Iteration 0F: 2 clusters Score -141793.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -139177.921875 Penalty: 3755.961426
	Iteration 0F: 3 clusters Score -139177.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -139595.046875 Penalty: 3755.961426
	Iteration 1F: 3 clusters Score -139595 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -139761.312500 Penalty: 3755.961426
	Iteration 2F: 3 clusters Score -139761.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -139867.187500 Penalty: 3755.961426
	Iteration 3F: 3 clusters Score -139867.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -139946.890625 Penalty: 3755.961426
	Iteration 4Q: 3 clusters Score -139946.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -140019.562500 Penalty: 3755.961426
	Iteration 5Q: 3 clusters Score -140019.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -140064.937500 Penalty: 3755.961426
	Iteration 6Q: 3 clusters Score -140064.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -140114.531250 Penalty: 3755.961426
	Iteration 7Q: 3 clusters Score -140114.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -140174.984375 Penalty: 3755.961426
	Iteration 8Q: 3 clusters Score -140175 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -140236.218750 Penalty: 3755.961426
	Iteration 9Q: 3 clusters Score -140236.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -140320.875000 Penalty: 3755.961426
	Iteration 10Q: 3 clusters Score -140320.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -140407.515625 Penalty: 3755.961426
	Iteration 11Q: 3 clusters Score -140407.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -140458.390625 Penalty: 3755.961426
	Iteration 12Q: 3 clusters Score -140458.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -140493.250000 Penalty: 3755.961426
	Iteration 13Q: 3 clusters Score -140493.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -140516.359375 Penalty: 3755.961426
	Iteration 14Q: 3 clusters Score -140516.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -140536.031250 Penalty: 3755.961426
	Iteration 15Q: 3 clusters Score -140536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -140546.125000 Penalty: 3755.961426
	Iteration 16Q: 3 clusters Score -140546.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -140554.781250 Penalty: 3755.961426
	Iteration 17Q: 3 clusters Score -140554.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -140564.859375 Penalty: 3755.961426
	Iteration 18Q: 3 clusters Score -140564.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -140581.156250 Penalty: 3755.961426
	Iteration 19Q: 3 clusters Score -140581.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -140598.562500 Penalty: 3755.961426
	Iteration 20F: 3 clusters Score -140598.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -140613.968750 Penalty: 3755.961426
	Iteration 21Q: 3 clusters Score -140614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -140629.187500 Penalty: 3755.961426
	Iteration 22Q: 3 clusters Score -140629.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -140639.000000 Penalty: 3755.961426
	Iteration 23Q: 3 clusters Score -140639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -140643.375000 Penalty: 3755.961426
	Iteration 24Q: 3 clusters Score -140643.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -140645.453125 Penalty: 3755.961426
	Iteration 25Q: 3 clusters Score -140645.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -140646.515625 Penalty: 3755.961426
	Iteration 26Q: 3 clusters Score -140646.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -140647.843750 Penalty: 3755.961426
	Iteration 27Q: 3 clusters Score -140647.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -140650.250000 Penalty: 3755.961426
	Iteration 28Q: 3 clusters Score -140650.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -140650.781250 Penalty: 3755.961426
	Iteration 29Q: 3 clusters Score -140650.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -140652.031250 Penalty: 3755.961426
	Iteration 30Q: 3 clusters Score -140652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -140652.031250 Penalty: 3755.961426
	Iteration 31F: 3 clusters Score -140652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Entering Unmasked Estep 
Score: -110922.867188 Penalty: 1836.562866
	Iteration 0F: 2 clusters Score -110922.9 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 805 members 
Entering Unmasked Estep 
Score: -108532.851562 Penalty: 3673.125732
	Iteration 0F: 3 clusters Score -108532.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -108972.414062 Penalty: 3673.125732
	Iteration 1F: 3 clusters Score -108972.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -109100.750000 Penalty: 3673.125732
	Iteration 2F: 3 clusters Score -109100.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -109160.914062 Penalty: 3673.125732
	Iteration 3Q: 3 clusters Score -109160.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -109200.609375 Penalty: 3673.125732
	Iteration 4Q: 3 clusters Score -109200.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -109233.507812 Penalty: 3673.125732
	Iteration 5Q: 3 clusters Score -109233.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -109266.218750 Penalty: 3673.125732
	Iteration 6Q: 3 clusters Score -109266.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -109298.242188 Penalty: 3673.125732
	Iteration 7Q: 3 clusters Score -109298.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -109327.617188 Penalty: 3673.125732
	Iteration 8Q: 3 clusters Score -109327.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -109368.546875 Penalty: 3673.125732
	Iteration 9Q: 3 clusters Score -109368.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -109424.117188 Penalty: 3673.125732
	Iteration 10Q: 3 clusters Score -109424.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -109484.750000 Penalty: 3673.125732
	Iteration 11Q: 3 clusters Score -109484.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -109532.859375 Penalty: 3673.125732
	Iteration 12Q: 3 clusters Score -109532.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -109586.234375 Penalty: 3673.125732
	Iteration 13Q: 3 clusters Score -109586.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -109654.406250 Penalty: 3673.125732
	Iteration 14Q: 3 clusters Score -109654.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -109723.812500 Penalty: 3673.125732
	Iteration 15Q: 3 clusters Score -109723.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -109781.718750 Penalty: 3673.125732
	Iteration 16Q: 3 clusters Score -109781.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -109822.210938 Penalty: 3673.125732
	Iteration 17Q: 3 clusters Score -109822.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -109857.265625 Penalty: 3673.125732
	Iteration 18Q: 3 clusters Score -109857.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -109887.945312 Penalty: 3673.125732
	Iteration 19Q: 3 clusters Score -109887.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -109899.546875 Penalty: 3673.125732
	Iteration 20F: 3 clusters Score -109899.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -109906.921875 Penalty: 3673.125732
	Iteration 21Q: 3 clusters Score -109906.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -109917.796875 Penalty: 3673.125732
	Iteration 22Q: 3 clusters Score -109917.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -109924.453125 Penalty: 3673.125732
	Iteration 23Q: 3 clusters Score -109924.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -109929.210938 Penalty: 3673.125732
	Iteration 24Q: 3 clusters Score -109929.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -109933.414062 Penalty: 3673.125732
	Iteration 25Q: 3 clusters Score -109933.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -109935.148438 Penalty: 3673.125732
	Iteration 26Q: 3 clusters Score -109935.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -109937.656250 Penalty: 3673.125732
	Iteration 27Q: 3 clusters Score -109937.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -109937.656250 Penalty: 3673.125732
	Iteration 28F: 3 clusters Score -109937.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Entering Unmasked Estep 
Score: -187351.765625 Penalty: 1956.585815
	Iteration 0F: 2 clusters Score -187351.8 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 1320 members 
Entering Unmasked Estep 
Score: -184284.500000 Penalty: 3913.171631
	Iteration 0F: 3 clusters Score -184284.5 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -184884.437500 Penalty: 3913.171631
	Iteration 1F: 3 clusters Score -184884.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -185158.375000 Penalty: 3913.171631
	Iteration 2F: 3 clusters Score -185158.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -185382.765625 Penalty: 3913.171631
	Iteration 3F: 3 clusters Score -185382.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -185579.046875 Penalty: 3913.171631
	Iteration 4F: 3 clusters Score -185579 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -185699.312500 Penalty: 3913.171631
	Iteration 5Q: 3 clusters Score -185699.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -185779.812500 Penalty: 3913.171631
	Iteration 6Q: 3 clusters Score -185779.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -185842.796875 Penalty: 3913.171631
	Iteration 7Q: 3 clusters Score -185842.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -185889.125000 Penalty: 3913.171631
	Iteration 8Q: 3 clusters Score -185889.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -185931.312500 Penalty: 3913.171631
	Iteration 9Q: 3 clusters Score -185931.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -185972.953125 Penalty: 3913.171631
	Iteration 10Q: 3 clusters Score -185973 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -186007.750000 Penalty: 3913.171631
	Iteration 11Q: 3 clusters Score -186007.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -186034.375000 Penalty: 3913.171631
	Iteration 12Q: 3 clusters Score -186034.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -186060.921875 Penalty: 3913.171631
	Iteration 13Q: 3 clusters Score -186060.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -186083.812500 Penalty: 3913.171631
	Iteration 14Q: 3 clusters Score -186083.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -186106.250000 Penalty: 3913.171631
	Iteration 15Q: 3 clusters Score -186106.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -186119.906250 Penalty: 3913.171631
	Iteration 16Q: 3 clusters Score -186119.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -186134.640625 Penalty: 3913.171631
	Iteration 17Q: 3 clusters Score -186134.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -186153.718750 Penalty: 3913.171631
	Iteration 18Q: 3 clusters Score -186153.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -186174.593750 Penalty: 3913.171631
	Iteration 19Q: 3 clusters Score -186174.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -186190.062500 Penalty: 3913.171631
	Iteration 20F: 3 clusters Score -186190.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -186203.015625 Penalty: 3913.171631
	Iteration 21Q: 3 clusters Score -186203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -186218.046875 Penalty: 3913.171631
	Iteration 22Q: 3 clusters Score -186218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -186235.265625 Penalty: 3913.171631
	Iteration 23Q: 3 clusters Score -186235.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -186253.296875 Penalty: 3913.171631
	Iteration 24Q: 3 clusters Score -186253.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -186274.562500 Penalty: 3913.171631
	Iteration 25Q: 3 clusters Score -186274.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -186303.656250 Penalty: 3913.171631
	Iteration 26Q: 3 clusters Score -186303.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -186334.703125 Penalty: 3913.171631
	Iteration 27Q: 3 clusters Score -186334.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -186364.750000 Penalty: 3913.171631
	Iteration 28Q: 3 clusters Score -186364.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -186398.968750 Penalty: 3913.171631
	Iteration 29Q: 3 clusters Score -186399 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -186432.625000 Penalty: 3913.171631
	Iteration 30Q: 3 clusters Score -186432.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -186458.968750 Penalty: 3913.171631
	Iteration 31Q: 3 clusters Score -186459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -186483.046875 Penalty: 3913.171631
	Iteration 32Q: 3 clusters Score -186483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -186506.890625 Penalty: 3913.171631
	Iteration 33Q: 3 clusters Score -186506.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -186520.625000 Penalty: 3913.171631
	Iteration 34Q: 3 clusters Score -186520.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -186531.078125 Penalty: 3913.171631
	Iteration 35Q: 3 clusters Score -186531.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -186538.562500 Penalty: 3913.171631
	Iteration 36Q: 3 clusters Score -186538.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -186544.921875 Penalty: 3913.171631
	Iteration 37Q: 3 clusters Score -186544.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -186547.281250 Penalty: 3913.171631
	Iteration 38Q: 3 clusters Score -186547.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -186547.328125 Penalty: 3913.171631
	Iteration 39Q: 3 clusters Score -186547.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -186547.359375 Penalty: 3913.171631
	Iteration 40F: 3 clusters Score -186547.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 207754 members 
Mstep: Class 3 contains 64811 members 
Mstep: Class 4 contains 7076 members 
Mstep: Class 5 contains 206005 members 
Mstep: Class 6 contains 10017 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80853 members 
Mstep: Class 10 contains 358232 members 
Mstep: Class 11 contains 41720 members 
Mstep: Class 12 contains 4469 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7189 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 128372 members 
Mstep: Class 17 contains 23385 members 
Mstep: Class 18 contains 28424 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11222 members 
Mstep: Class 21 contains 3913 members 
Mstep: Class 22 contains 12234 members 
Mstep: Class 23 contains 10841 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13760 members 
Mstep: Class 27 contains 16143 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33913 members 
Mstep: Class 30 contains 9456 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2482 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28855 members 
Mstep: Class 35 contains 2575 members 
Mstep: Class 36 contains 9559 members 
Mstep: Class 37 contains 3264 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10595 members 
Mstep: Class 40 contains 5977 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299168.000000 Penalty: 154550.578125
Iteration 239Q: 45 clusters Score -1.022992e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 207754 members 
Mstep: Class 3 contains 64544 members 
Mstep: Class 4 contains 7072 members 
Mstep: Class 5 contains 205963 members 
Mstep: Class 6 contains 10019 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80874 members 
Mstep: Class 10 contains 358245 members 
Mstep: Class 11 contains 41878 members 
Mstep: Class 12 contains 4469 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7191 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 128442 members 
Mstep: Class 17 contains 23400 members 
Mstep: Class 18 contains 28422 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11229 members 
Mstep: Class 21 contains 3912 members 
Mstep: Class 22 contains 12246 members 
Mstep: Class 23 contains 10842 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13759 members 
Mstep: Class 27 contains 16142 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33937 members 
Mstep: Class 30 contains 9456 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2482 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28853 members 
Mstep: Class 35 contains 2575 members 
Mstep: Class 36 contains 9561 members 
Mstep: Class 37 contains 3263 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10589 members 
Mstep: Class 40 contains 5977 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299160.000000 Penalty: 154550.578125
Iteration 240F: 45 clusters Score -1.022992e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 207754 members 
Mstep: Class 3 contains 64291 members 
Mstep: Class 4 contains 7067 members 
Mstep: Class 5 contains 205913 members 
Mstep: Class 6 contains 10019 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80889 members 
Mstep: Class 10 contains 358263 members 
Mstep: Class 11 contains 42039 members 
Mstep: Class 12 contains 4468 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7192 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 128512 members 
Mstep: Class 17 contains 23415 members 
Mstep: Class 18 contains 28419 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11243 members 
Mstep: Class 21 contains 3912 members 
Mstep: Class 22 contains 12257 members 
Mstep: Class 23 contains 10842 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13758 members 
Mstep: Class 27 contains 16143 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33941 members 
Mstep: Class 30 contains 9459 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2482 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28849 members 
Mstep: Class 35 contains 2575 members 
Mstep: Class 36 contains 9565 members 
Mstep: Class 37 contains 3265 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10590 members 
Mstep: Class 40 contains 5977 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299216.000000 Penalty: 154550.578125
Iteration 241Q: 45 clusters Score -1.022992e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 207754 members 
Mstep: Class 3 contains 64031 members 
Mstep: Class 4 contains 7066 members 
Mstep: Class 5 contains 205835 members 
Mstep: Class 6 contains 10017 members 
Mstep: Class 7 contains 4706 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80913 members 
Mstep: Class 10 contains 358269 members 
Mstep: Class 11 contains 42230 members 
Mstep: Class 12 contains 4468 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7195 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 128565 members 
Mstep: Class 17 contains 23427 members 
Mstep: Class 18 contains 28422 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11265 members 
Mstep: Class 21 contains 3907 members 
Mstep: Class 22 contains 12265 members 
Mstep: Class 23 contains 10844 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13757 members 
Mstep: Class 27 contains 16143 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33945 members 
Mstep: Class 30 contains 9465 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2482 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28855 members 
Mstep: Class 35 contains 2575 members 
Mstep: Class 36 contains 9565 members 
Mstep: Class 37 contains 3263 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10596 members 
Mstep: Class 40 contains 5977 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1646 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299352.000000 Penalty: 154550.578125
Iteration 242Q: 45 clusters Score -1.022994e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 207756 members 
Mstep: Class 3 contains 63767 members 
Mstep: Class 4 contains 7065 members 
Mstep: Class 5 contains 205756 members 
Mstep: Class 6 contains 10015 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80919 members 
Mstep: Class 10 contains 358274 members 
Mstep: Class 11 contains 42443 members 
Mstep: Class 12 contains 4466 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7195 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 128624 members 
Mstep: Class 17 contains 23432 members 
Mstep: Class 18 contains 28427 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11279 members 
Mstep: Class 21 contains 3910 members 
Mstep: Class 22 contains 12276 members 
Mstep: Class 23 contains 10844 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13756 members 
Mstep: Class 27 contains 16142 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 33957 members 
Mstep: Class 30 contains 9473 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28855 members 
Mstep: Class 35 contains 2574 members 
Mstep: Class 36 contains 9567 members 
Mstep: Class 37 contains 3261 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10601 members 
Mstep: Class 40 contains 5978 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1647 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299504.000000 Penalty: 154550.578125
Iteration 243Q: 45 clusters Score -1.022995e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 207755 members 
Mstep: Class 3 contains 63546 members 
Mstep: Class 4 contains 7060 members 
Mstep: Class 5 contains 205692 members 
Mstep: Class 6 contains 10018 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80914 members 
Mstep: Class 10 contains 358260 members 
Mstep: Class 11 contains 42626 members 
Mstep: Class 12 contains 4466 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7199 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 128696 members 
Mstep: Class 17 contains 23442 members 
Mstep: Class 18 contains 28424 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11281 members 
Mstep: Class 21 contains 3912 members 
Mstep: Class 22 contains 12287 members 
Mstep: Class 23 contains 10845 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12822 members 
Mstep: Class 26 contains 13756 members 
Mstep: Class 27 contains 16143 members 
Mstep: Class 28 contains 4322 members 
Mstep: Class 29 contains 33970 members 
Mstep: Class 30 contains 9475 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28858 members 
Mstep: Class 35 contains 2574 members 
Mstep: Class 36 contains 9570 members 
Mstep: Class 37 contains 3261 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10608 members 
Mstep: Class 40 contains 5977 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 1646 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299464.000000 Penalty: 154550.578125
Iteration 244Q: 45 clusters Score -1.022995e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 207756 members 
Mstep: Class 3 contains 63339 members 
Mstep: Class 4 contains 7057 members 
Mstep: Class 5 contains 205612 members 
Mstep: Class 6 contains 10031 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80921 members 
Mstep: Class 10 contains 358243 members 
Mstep: Class 11 contains 42805 members 
Mstep: Class 12 contains 4466 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 128773 members 
Mstep: Class 17 contains 23445 members 
Mstep: Class 18 contains 28425 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11292 members 
Mstep: Class 21 contains 3913 members 
Mstep: Class 22 contains 12291 members 
Mstep: Class 23 contains 10845 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12822 members 
Mstep: Class 26 contains 13756 members 
Mstep: Class 27 contains 16145 members 
Mstep: Class 28 contains 4323 members 
Mstep: Class 29 contains 33968 members 
Mstep: Class 30 contains 9480 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28867 members 
Mstep: Class 35 contains 2574 members 
Mstep: Class 36 contains 9570 members 
Mstep: Class 37 contains 3260 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10611 members 
Mstep: Class 40 contains 5976 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299448.000000 Penalty: 154550.578125
Iteration 245Q: 45 clusters Score -1.022994e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 207762 members 
Mstep: Class 3 contains 63122 members 
Mstep: Class 4 contains 7053 members 
Mstep: Class 5 contains 205552 members 
Mstep: Class 6 contains 10039 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80937 members 
Mstep: Class 10 contains 358226 members 
Mstep: Class 11 contains 42964 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7194 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 128843 members 
Mstep: Class 17 contains 23452 members 
Mstep: Class 18 contains 28418 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11303 members 
Mstep: Class 21 contains 3908 members 
Mstep: Class 22 contains 12300 members 
Mstep: Class 23 contains 10845 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12822 members 
Mstep: Class 26 contains 13755 members 
Mstep: Class 27 contains 16148 members 
Mstep: Class 28 contains 4325 members 
Mstep: Class 29 contains 33985 members 
Mstep: Class 30 contains 9486 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28871 members 
Mstep: Class 35 contains 2574 members 
Mstep: Class 36 contains 9572 members 
Mstep: Class 37 contains 3260 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10613 members 
Mstep: Class 40 contains 5976 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1643 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299640.000000 Penalty: 154550.578125
Iteration 246Q: 45 clusters Score -1.022996e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 207761 members 
Mstep: Class 3 contains 62922 members 
Mstep: Class 4 contains 7049 members 
Mstep: Class 5 contains 205471 members 
Mstep: Class 6 contains 10044 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80954 members 
Mstep: Class 10 contains 358226 members 
Mstep: Class 11 contains 43126 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7192 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 128912 members 
Mstep: Class 17 contains 23464 members 
Mstep: Class 18 contains 28416 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11310 members 
Mstep: Class 21 contains 3909 members 
Mstep: Class 22 contains 12304 members 
Mstep: Class 23 contains 10845 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12822 members 
Mstep: Class 26 contains 13756 members 
Mstep: Class 27 contains 16146 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 33989 members 
Mstep: Class 30 contains 9490 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28874 members 
Mstep: Class 35 contains 2574 members 
Mstep: Class 36 contains 9573 members 
Mstep: Class 37 contains 3260 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10618 members 
Mstep: Class 40 contains 5976 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1642 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299504.000000 Penalty: 154550.578125
Iteration 247Q: 45 clusters Score -1.022995e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 207758 members 
Mstep: Class 3 contains 62722 members 
Mstep: Class 4 contains 7046 members 
Mstep: Class 5 contains 205400 members 
Mstep: Class 6 contains 10041 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80972 members 
Mstep: Class 10 contains 358203 members 
Mstep: Class 11 contains 43312 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7191 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 128978 members 
Mstep: Class 17 contains 23475 members 
Mstep: Class 18 contains 28408 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11322 members 
Mstep: Class 21 contains 3913 members 
Mstep: Class 22 contains 12308 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12822 members 
Mstep: Class 26 contains 13756 members 
Mstep: Class 27 contains 16145 members 
Mstep: Class 28 contains 4329 members 
Mstep: Class 29 contains 33987 members 
Mstep: Class 30 contains 9496 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28875 members 
Mstep: Class 35 contains 2572 members 
Mstep: Class 36 contains 9573 members 
Mstep: Class 37 contains 3259 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10626 members 
Mstep: Class 40 contains 5976 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1643 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299440.000000 Penalty: 154550.578125
Iteration 248Q: 45 clusters Score -1.022994e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 207759 members 
Mstep: Class 3 contains 62544 members 
Mstep: Class 4 contains 7043 members 
Mstep: Class 5 contains 205359 members 
Mstep: Class 6 contains 10040 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80985 members 
Mstep: Class 10 contains 358193 members 
Mstep: Class 11 contains 43465 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7196 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 129039 members 
Mstep: Class 17 contains 23484 members 
Mstep: Class 18 contains 28399 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11333 members 
Mstep: Class 21 contains 3914 members 
Mstep: Class 22 contains 12309 members 
Mstep: Class 23 contains 10843 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12822 members 
Mstep: Class 26 contains 13756 members 
Mstep: Class 27 contains 16146 members 
Mstep: Class 28 contains 4329 members 
Mstep: Class 29 contains 33979 members 
Mstep: Class 30 contains 9494 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28877 members 
Mstep: Class 35 contains 2570 members 
Mstep: Class 36 contains 9573 members 
Mstep: Class 37 contains 3258 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10626 members 
Mstep: Class 40 contains 5976 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299480.000000 Penalty: 154550.578125
Iteration 249Q: 45 clusters Score -1.022995e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 207761 members 
Mstep: Class 3 contains 62380 members 
Mstep: Class 4 contains 7040 members 
Mstep: Class 5 contains 205335 members 
Mstep: Class 6 contains 10035 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80991 members 
Mstep: Class 10 contains 358179 members 
Mstep: Class 11 contains 43585 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7196 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 129105 members 
Mstep: Class 17 contains 23488 members 
Mstep: Class 18 contains 28389 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11353 members 
Mstep: Class 21 contains 3916 members 
Mstep: Class 22 contains 12315 members 
Mstep: Class 23 contains 10844 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12822 members 
Mstep: Class 26 contains 13756 members 
Mstep: Class 27 contains 16143 members 
Mstep: Class 28 contains 4329 members 
Mstep: Class 29 contains 33958 members 
Mstep: Class 30 contains 9497 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28885 members 
Mstep: Class 35 contains 2570 members 
Mstep: Class 36 contains 9573 members 
Mstep: Class 37 contains 3259 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10633 members 
Mstep: Class 40 contains 5976 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299424.000000 Penalty: 154550.578125
Iteration 250Q: 45 clusters Score -1.022994e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 207760 members 
Mstep: Class 3 contains 62212 members 
Mstep: Class 4 contains 7040 members 
Mstep: Class 5 contains 205335 members 
Mstep: Class 6 contains 10033 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80996 members 
Mstep: Class 10 contains 358159 members 
Mstep: Class 11 contains 43701 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7194 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 129170 members 
Mstep: Class 17 contains 23491 members 
Mstep: Class 18 contains 28375 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11372 members 
Mstep: Class 21 contains 3915 members 
Mstep: Class 22 contains 12322 members 
Mstep: Class 23 contains 10844 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13756 members 
Mstep: Class 27 contains 16137 members 
Mstep: Class 28 contains 4329 members 
Mstep: Class 29 contains 33951 members 
Mstep: Class 30 contains 9496 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28889 members 
Mstep: Class 35 contains 2570 members 
Mstep: Class 36 contains 9573 members 
Mstep: Class 37 contains 3260 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10636 members 
Mstep: Class 40 contains 5977 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299504.000000 Penalty: 154550.578125
Iteration 251Q: 45 clusters Score -1.022995e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 207762 members 
Mstep: Class 3 contains 62071 members 
Mstep: Class 4 contains 7037 members 
Mstep: Class 5 contains 205293 members 
Mstep: Class 6 contains 10029 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80998 members 
Mstep: Class 10 contains 358148 members 
Mstep: Class 11 contains 43819 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7192 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 129237 members 
Mstep: Class 17 contains 23500 members 
Mstep: Class 18 contains 28363 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11386 members 
Mstep: Class 21 contains 3916 members 
Mstep: Class 22 contains 12325 members 
Mstep: Class 23 contains 10845 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13755 members 
Mstep: Class 27 contains 16139 members 
Mstep: Class 28 contains 4329 members 
Mstep: Class 29 contains 33943 members 
Mstep: Class 30 contains 9495 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28892 members 
Mstep: Class 35 contains 2570 members 
Mstep: Class 36 contains 9573 members 
Mstep: Class 37 contains 3260 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10638 members 
Mstep: Class 40 contains 5978 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299600.000000 Penalty: 154550.578125
Iteration 252Q: 45 clusters Score -1.022996e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 207760 members 
Mstep: Class 3 contains 61937 members 
Mstep: Class 4 contains 7034 members 
Mstep: Class 5 contains 205234 members 
Mstep: Class 6 contains 10028 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81004 members 
Mstep: Class 10 contains 358154 members 
Mstep: Class 11 contains 43921 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7194 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 129297 members 
Mstep: Class 17 contains 23507 members 
Mstep: Class 18 contains 28344 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11410 members 
Mstep: Class 21 contains 3918 members 
Mstep: Class 22 contains 12325 members 
Mstep: Class 23 contains 10844 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13755 members 
Mstep: Class 27 contains 16141 members 
Mstep: Class 28 contains 4329 members 
Mstep: Class 29 contains 33939 members 
Mstep: Class 30 contains 9496 members 
Mstep: Class 31 contains 2552 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28900 members 
Mstep: Class 35 contains 2570 members 
Mstep: Class 36 contains 9573 members 
Mstep: Class 37 contains 3260 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10643 members 
Mstep: Class 40 contains 5978 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299336.000000 Penalty: 154550.578125
Iteration 253Q: 45 clusters Score -1.022993e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 207760 members 
Mstep: Class 3 contains 61807 members 
Mstep: Class 4 contains 7032 members 
Mstep: Class 5 contains 205193 members 
Mstep: Class 6 contains 10025 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81001 members 
Mstep: Class 10 contains 358153 members 
Mstep: Class 11 contains 44012 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7195 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 129363 members 
Mstep: Class 17 contains 23509 members 
Mstep: Class 18 contains 28331 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11420 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 12330 members 
Mstep: Class 23 contains 10845 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13755 members 
Mstep: Class 27 contains 16143 members 
Mstep: Class 28 contains 4329 members 
Mstep: Class 29 contains 33945 members 
Mstep: Class 30 contains 9497 members 
Mstep: Class 31 contains 2552 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28903 members 
Mstep: Class 35 contains 2569 members 
Mstep: Class 36 contains 9574 members 
Mstep: Class 37 contains 3260 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10649 members 
Mstep: Class 40 contains 5978 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299504.000000 Penalty: 154550.578125
Iteration 254Q: 45 clusters Score -1.022995e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 207758 members 
Mstep: Class 3 contains 61682 members 
Mstep: Class 4 contains 7030 members 
Mstep: Class 5 contains 205155 members 
Mstep: Class 6 contains 10018 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81004 members 
Mstep: Class 10 contains 358152 members 
Mstep: Class 11 contains 44102 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7194 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 129424 members 
Mstep: Class 17 contains 23512 members 
Mstep: Class 18 contains 28320 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11427 members 
Mstep: Class 21 contains 3918 members 
Mstep: Class 22 contains 12330 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13755 members 
Mstep: Class 27 contains 16143 members 
Mstep: Class 28 contains 4329 members 
Mstep: Class 29 contains 33950 members 
Mstep: Class 30 contains 9500 members 
Mstep: Class 31 contains 2552 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28908 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 9573 members 
Mstep: Class 37 contains 3260 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10657 members 
Mstep: Class 40 contains 5978 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299208.000000 Penalty: 154550.578125
Iteration 255Q: 45 clusters Score -1.022992e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 207760 members 
Mstep: Class 3 contains 61583 members 
Mstep: Class 4 contains 7028 members 
Mstep: Class 5 contains 205126 members 
Mstep: Class 6 contains 10013 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81007 members 
Mstep: Class 10 contains 358141 members 
Mstep: Class 11 contains 44172 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7193 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 129473 members 
Mstep: Class 17 contains 23517 members 
Mstep: Class 18 contains 28316 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11433 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 12331 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13756 members 
Mstep: Class 27 contains 16144 members 
Mstep: Class 28 contains 4329 members 
Mstep: Class 29 contains 33954 members 
Mstep: Class 30 contains 9499 members 
Mstep: Class 31 contains 2552 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28918 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 9575 members 
Mstep: Class 37 contains 3258 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10659 members 
Mstep: Class 40 contains 5978 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299272.000000 Penalty: 154550.578125
Iteration 256Q: 45 clusters Score -1.022993e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 207761 members 
Mstep: Class 3 contains 61490 members 
Mstep: Class 4 contains 7028 members 
Mstep: Class 5 contains 205077 members 
Mstep: Class 6 contains 10009 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81010 members 
Mstep: Class 10 contains 358125 members 
Mstep: Class 11 contains 44253 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7190 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 129522 members 
Mstep: Class 17 contains 23530 members 
Mstep: Class 18 contains 28309 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11437 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 12335 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13758 members 
Mstep: Class 27 contains 16142 members 
Mstep: Class 28 contains 4329 members 
Mstep: Class 29 contains 33961 members 
Mstep: Class 30 contains 9499 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28928 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 9576 members 
Mstep: Class 37 contains 3256 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10663 members 
Mstep: Class 40 contains 5977 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299328.000000 Penalty: 154550.578125
Iteration 257Q: 45 clusters Score -1.022993e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 207761 members 
Mstep: Class 3 contains 61387 members 
Mstep: Class 4 contains 7028 members 
Mstep: Class 5 contains 205025 members 
Mstep: Class 6 contains 10007 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81019 members 
Mstep: Class 10 contains 358114 members 
Mstep: Class 11 contains 44359 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7188 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 129552 members 
Mstep: Class 17 contains 23539 members 
Mstep: Class 18 contains 28297 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11443 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12339 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13760 members 
Mstep: Class 27 contains 16143 members 
Mstep: Class 28 contains 4329 members 
Mstep: Class 29 contains 33960 members 
Mstep: Class 30 contains 9502 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28935 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 9579 members 
Mstep: Class 37 contains 3254 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10668 members 
Mstep: Class 40 contains 5977 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299152.000000 Penalty: 154550.578125
Iteration 258Q: 45 clusters Score -1.022992e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 207758 members 
Mstep: Class 3 contains 61302 members 
Mstep: Class 4 contains 7025 members 
Mstep: Class 5 contains 204981 members 
Mstep: Class 6 contains 10004 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81025 members 
Mstep: Class 10 contains 358104 members 
Mstep: Class 11 contains 44441 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7188 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 129594 members 
Mstep: Class 17 contains 23553 members 
Mstep: Class 18 contains 28284 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11450 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12342 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13760 members 
Mstep: Class 27 contains 16145 members 
Mstep: Class 28 contains 4329 members 
Mstep: Class 29 contains 33957 members 
Mstep: Class 30 contains 9501 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28942 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 9579 members 
Mstep: Class 37 contains 3251 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10674 members 
Mstep: Class 40 contains 5977 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299120.000000 Penalty: 154550.578125
Iteration 259Q: 45 clusters Score -1.022991e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 207756 members 
Mstep: Class 3 contains 61230 members 
Mstep: Class 4 contains 7023 members 
Mstep: Class 5 contains 204924 members 
Mstep: Class 6 contains 10003 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81037 members 
Mstep: Class 10 contains 358090 members 
Mstep: Class 11 contains 44519 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7189 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 129620 members 
Mstep: Class 17 contains 23557 members 
Mstep: Class 18 contains 28281 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11461 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12345 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13760 members 
Mstep: Class 27 contains 16145 members 
Mstep: Class 28 contains 4329 members 
Mstep: Class 29 contains 33959 members 
Mstep: Class 30 contains 9504 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28948 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 9580 members 
Mstep: Class 37 contains 3249 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10679 members 
Mstep: Class 40 contains 5977 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299264.000000 Penalty: 154550.578125
Iteration 260F: 45 clusters Score -1.022993e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 207756 members 
Mstep: Class 3 contains 61156 members 
Mstep: Class 4 contains 7018 members 
Mstep: Class 5 contains 204870 members 
Mstep: Class 6 contains 10004 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81038 members 
Mstep: Class 10 contains 358086 members 
Mstep: Class 11 contains 44599 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7190 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 129642 members 
Mstep: Class 17 contains 23566 members 
Mstep: Class 18 contains 28275 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11467 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12348 members 
Mstep: Class 23 contains 10848 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13759 members 
Mstep: Class 27 contains 16147 members 
Mstep: Class 28 contains 4329 members 
Mstep: Class 29 contains 33965 members 
Mstep: Class 30 contains 9506 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28956 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 9580 members 
Mstep: Class 37 contains 3247 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10683 members 
Mstep: Class 40 contains 5977 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299280.000000 Penalty: 154550.578125
Iteration 261Q: 45 clusters Score -1.022993e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 207755 members 
Mstep: Class 3 contains 61087 members 
Mstep: Class 4 contains 7013 members 
Mstep: Class 5 contains 204838 members 
Mstep: Class 6 contains 10000 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81035 members 
Mstep: Class 10 contains 358075 members 
Mstep: Class 11 contains 44655 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7192 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 129668 members 
Mstep: Class 17 contains 23574 members 
Mstep: Class 18 contains 28272 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11477 members 
Mstep: Class 21 contains 3922 members 
Mstep: Class 22 contains 12350 members 
Mstep: Class 23 contains 10849 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12822 members 
Mstep: Class 26 contains 13759 members 
Mstep: Class 27 contains 16148 members 
Mstep: Class 28 contains 4329 members 
Mstep: Class 29 contains 33972 members 
Mstep: Class 30 contains 9510 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28966 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 9581 members 
Mstep: Class 37 contains 3244 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10685 members 
Mstep: Class 40 contains 5977 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299312.000000 Penalty: 154550.578125
Iteration 262Q: 45 clusters Score -1.022993e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 207753 members 
Mstep: Class 3 contains 61024 members 
Mstep: Class 4 contains 7006 members 
Mstep: Class 5 contains 204791 members 
Mstep: Class 6 contains 9998 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81039 members 
Mstep: Class 10 contains 358060 members 
Mstep: Class 11 contains 44714 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7193 members 
Mstep: Class 15 contains 6424 members 
Mstep: Class 16 contains 129698 members 
Mstep: Class 17 contains 23587 members 
Mstep: Class 18 contains 28270 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11488 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 12351 members 
Mstep: Class 23 contains 10849 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13759 members 
Mstep: Class 27 contains 16148 members 
Mstep: Class 28 contains 4329 members 
Mstep: Class 29 contains 33973 members 
Mstep: Class 30 contains 9512 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28978 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 9583 members 
Mstep: Class 37 contains 3242 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10689 members 
Mstep: Class 40 contains 5977 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299416.000000 Penalty: 154550.578125
Iteration 263Q: 45 clusters Score -1.022994e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 207753 members 
Mstep: Class 3 contains 60950 members 
Mstep: Class 4 contains 7002 members 
Mstep: Class 5 contains 204764 members 
Mstep: Class 6 contains 9999 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81040 members 
Mstep: Class 10 contains 358043 members 
Mstep: Class 11 contains 44748 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7193 members 
Mstep: Class 15 contains 6423 members 
Mstep: Class 16 contains 129718 members 
Mstep: Class 17 contains 23602 members 
Mstep: Class 18 contains 28267 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11511 members 
Mstep: Class 21 contains 3922 members 
Mstep: Class 22 contains 12352 members 
Mstep: Class 23 contains 10850 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13759 members 
Mstep: Class 27 contains 16147 members 
Mstep: Class 28 contains 4329 members 
Mstep: Class 29 contains 33988 members 
Mstep: Class 30 contains 9514 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 28989 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 9585 members 
Mstep: Class 37 contains 3240 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10692 members 
Mstep: Class 40 contains 5978 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299464.000000 Penalty: 154550.578125
Iteration 264Q: 45 clusters Score -1.022995e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 207753 members 
Mstep: Class 3 contains 60872 members 
Mstep: Class 4 contains 6995 members 
Mstep: Class 5 contains 204755 members 
Mstep: Class 6 contains 9999 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81042 members 
Mstep: Class 10 contains 358023 members 
Mstep: Class 11 contains 44791 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7194 members 
Mstep: Class 15 contains 6423 members 
Mstep: Class 16 contains 129737 members 
Mstep: Class 17 contains 23624 members 
Mstep: Class 18 contains 28261 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11523 members 
Mstep: Class 21 contains 3922 members 
Mstep: Class 22 contains 12350 members 
Mstep: Class 23 contains 10849 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13759 members 
Mstep: Class 27 contains 16144 members 
Mstep: Class 28 contains 4329 members 
Mstep: Class 29 contains 33997 members 
Mstep: Class 30 contains 9513 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29000 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 9588 members 
Mstep: Class 37 contains 3239 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10699 members 
Mstep: Class 40 contains 5978 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299448.000000 Penalty: 154550.578125
Iteration 265Q: 45 clusters Score -1.022994e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 207750 members 
Mstep: Class 3 contains 60802 members 
Mstep: Class 4 contains 6987 members 
Mstep: Class 5 contains 204728 members 
Mstep: Class 6 contains 9992 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81046 members 
Mstep: Class 10 contains 358008 members 
Mstep: Class 11 contains 44846 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7194 members 
Mstep: Class 15 contains 6423 members 
Mstep: Class 16 contains 129765 members 
Mstep: Class 17 contains 23635 members 
Mstep: Class 18 contains 28251 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11535 members 
Mstep: Class 21 contains 3924 members 
Mstep: Class 22 contains 12348 members 
Mstep: Class 23 contains 10850 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13760 members 
Mstep: Class 27 contains 16148 members 
Mstep: Class 28 contains 4329 members 
Mstep: Class 29 contains 34008 members 
Mstep: Class 30 contains 9514 members 
Mstep: Class 31 contains 2552 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29005 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 9589 members 
Mstep: Class 37 contains 3240 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10705 members 
Mstep: Class 40 contains 5978 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299544.000000 Penalty: 154550.578125
Iteration 266Q: 45 clusters Score -1.022995e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 207750 members 
Mstep: Class 3 contains 60726 members 
Mstep: Class 4 contains 6980 members 
Mstep: Class 5 contains 204732 members 
Mstep: Class 6 contains 9991 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81044 members 
Mstep: Class 10 contains 357995 members 
Mstep: Class 11 contains 44888 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7193 members 
Mstep: Class 15 contains 6423 members 
Mstep: Class 16 contains 129790 members 
Mstep: Class 17 contains 23651 members 
Mstep: Class 18 contains 28241 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11549 members 
Mstep: Class 21 contains 3924 members 
Mstep: Class 22 contains 12344 members 
Mstep: Class 23 contains 10849 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13761 members 
Mstep: Class 27 contains 16148 members 
Mstep: Class 28 contains 4329 members 
Mstep: Class 29 contains 34010 members 
Mstep: Class 30 contains 9515 members 
Mstep: Class 31 contains 2552 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29012 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 9590 members 
Mstep: Class 37 contains 3237 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10711 members 
Mstep: Class 40 contains 5978 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299376.000000 Penalty: 154550.578125
Iteration 267Q: 45 clusters Score -1.022994e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 207748 members 
Mstep: Class 3 contains 60670 members 
Mstep: Class 4 contains 6979 members 
Mstep: Class 5 contains 204719 members 
Mstep: Class 6 contains 9987 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81038 members 
Mstep: Class 10 contains 357983 members 
Mstep: Class 11 contains 44914 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7193 members 
Mstep: Class 15 contains 6423 members 
Mstep: Class 16 contains 129822 members 
Mstep: Class 17 contains 23664 members 
Mstep: Class 18 contains 28236 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11562 members 
Mstep: Class 21 contains 3924 members 
Mstep: Class 22 contains 12342 members 
Mstep: Class 23 contains 10848 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12822 members 
Mstep: Class 26 contains 13762 members 
Mstep: Class 27 contains 16148 members 
Mstep: Class 28 contains 4329 members 
Mstep: Class 29 contains 34017 members 
Mstep: Class 30 contains 9515 members 
Mstep: Class 31 contains 2552 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29017 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 9591 members 
Mstep: Class 37 contains 3235 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10720 members 
Mstep: Class 40 contains 5978 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299376.000000 Penalty: 154550.578125
Iteration 268Q: 45 clusters Score -1.022994e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 207748 members 
Mstep: Class 3 contains 60614 members 
Mstep: Class 4 contains 6977 members 
Mstep: Class 5 contains 204709 members 
Mstep: Class 6 contains 9985 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81040 members 
Mstep: Class 10 contains 357988 members 
Mstep: Class 11 contains 44941 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7193 members 
Mstep: Class 15 contains 6423 members 
Mstep: Class 16 contains 129840 members 
Mstep: Class 17 contains 23677 members 
Mstep: Class 18 contains 28224 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11574 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 12341 members 
Mstep: Class 23 contains 10848 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12822 members 
Mstep: Class 26 contains 13762 members 
Mstep: Class 27 contains 16150 members 
Mstep: Class 28 contains 4329 members 
Mstep: Class 29 contains 34017 members 
Mstep: Class 30 contains 9515 members 
Mstep: Class 31 contains 2552 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29021 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 9591 members 
Mstep: Class 37 contains 3234 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10723 members 
Mstep: Class 40 contains 5978 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299312.000000 Penalty: 154550.578125
Iteration 269Q: 45 clusters Score -1.022993e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 207749 members 
Mstep: Class 3 contains 60554 members 
Mstep: Class 4 contains 6972 members 
Mstep: Class 5 contains 204697 members 
Mstep: Class 6 contains 9987 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81037 members 
Mstep: Class 10 contains 357990 members 
Mstep: Class 11 contains 44980 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7193 members 
Mstep: Class 15 contains 6423 members 
Mstep: Class 16 contains 129861 members 
Mstep: Class 17 contains 23687 members 
Mstep: Class 18 contains 28217 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11573 members 
Mstep: Class 21 contains 3922 members 
Mstep: Class 22 contains 12341 members 
Mstep: Class 23 contains 10848 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13762 members 
Mstep: Class 27 contains 16152 members 
Mstep: Class 28 contains 4329 members 
Mstep: Class 29 contains 34017 members 
Mstep: Class 30 contains 9518 members 
Mstep: Class 31 contains 2552 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29028 members 
Mstep: Class 35 contains 2569 members 
Mstep: Class 36 contains 9592 members 
Mstep: Class 37 contains 3233 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10725 members 
Mstep: Class 40 contains 5978 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299368.000000 Penalty: 154550.578125
Iteration 270Q: 45 clusters Score -1.022994e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 207746 members 
Mstep: Class 3 contains 60499 members 
Mstep: Class 4 contains 6966 members 
Mstep: Class 5 contains 204681 members 
Mstep: Class 6 contains 9990 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81036 members 
Mstep: Class 10 contains 357993 members 
Mstep: Class 11 contains 45024 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7195 members 
Mstep: Class 15 contains 6423 members 
Mstep: Class 16 contains 129889 members 
Mstep: Class 17 contains 23696 members 
Mstep: Class 18 contains 28208 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11572 members 
Mstep: Class 21 contains 3922 members 
Mstep: Class 22 contains 12341 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16153 members 
Mstep: Class 28 contains 4329 members 
Mstep: Class 29 contains 34016 members 
Mstep: Class 30 contains 9521 members 
Mstep: Class 31 contains 2552 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29029 members 
Mstep: Class 35 contains 2569 members 
Mstep: Class 36 contains 9593 members 
Mstep: Class 37 contains 3231 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10725 members 
Mstep: Class 40 contains 5977 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299416.000000 Penalty: 154550.578125
Iteration 271Q: 45 clusters Score -1.022994e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 207747 members 
Mstep: Class 3 contains 60450 members 
Mstep: Class 4 contains 6961 members 
Mstep: Class 5 contains 204675 members 
Mstep: Class 6 contains 9989 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81033 members 
Mstep: Class 10 contains 357998 members 
Mstep: Class 11 contains 45058 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7195 members 
Mstep: Class 15 contains 6423 members 
Mstep: Class 16 contains 129908 members 
Mstep: Class 17 contains 23705 members 
Mstep: Class 18 contains 28197 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11581 members 
Mstep: Class 21 contains 3922 members 
Mstep: Class 22 contains 12342 members 
Mstep: Class 23 contains 10848 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16151 members 
Mstep: Class 28 contains 4329 members 
Mstep: Class 29 contains 34014 members 
Mstep: Class 30 contains 9522 members 
Mstep: Class 31 contains 2552 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29032 members 
Mstep: Class 35 contains 2569 members 
Mstep: Class 36 contains 9594 members 
Mstep: Class 37 contains 3229 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10725 members 
Mstep: Class 40 contains 5977 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299440.000000 Penalty: 154550.578125
Iteration 272Q: 45 clusters Score -1.022994e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 207745 members 
Mstep: Class 3 contains 60409 members 
Mstep: Class 4 contains 6957 members 
Mstep: Class 5 contains 204665 members 
Mstep: Class 6 contains 9990 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81034 members 
Mstep: Class 10 contains 357995 members 
Mstep: Class 11 contains 45107 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7195 members 
Mstep: Class 15 contains 6423 members 
Mstep: Class 16 contains 129924 members 
Mstep: Class 17 contains 23707 members 
Mstep: Class 18 contains 28187 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11581 members 
Mstep: Class 21 contains 3921 members 
Mstep: Class 22 contains 12341 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16153 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34017 members 
Mstep: Class 30 contains 9522 members 
Mstep: Class 31 contains 2552 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29031 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 9595 members 
Mstep: Class 37 contains 3227 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10727 members 
Mstep: Class 40 contains 5977 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299432.000000 Penalty: 154550.578125
Iteration 273Q: 45 clusters Score -1.022994e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 207742 members 
Mstep: Class 3 contains 60373 members 
Mstep: Class 4 contains 6953 members 
Mstep: Class 5 contains 204646 members 
Mstep: Class 6 contains 9989 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81031 members 
Mstep: Class 10 contains 358007 members 
Mstep: Class 11 contains 45136 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7194 members 
Mstep: Class 15 contains 6423 members 
Mstep: Class 16 contains 129946 members 
Mstep: Class 17 contains 23709 members 
Mstep: Class 18 contains 28179 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11585 members 
Mstep: Class 21 contains 3921 members 
Mstep: Class 22 contains 12341 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12825 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16154 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34016 members 
Mstep: Class 30 contains 9522 members 
Mstep: Class 31 contains 2552 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29034 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9596 members 
Mstep: Class 37 contains 3226 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10729 members 
Mstep: Class 40 contains 5978 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299560.000000 Penalty: 154550.578125
Iteration 274Q: 45 clusters Score -1.022996e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 207744 members 
Mstep: Class 3 contains 60343 members 
Mstep: Class 4 contains 6945 members 
Mstep: Class 5 contains 204650 members 
Mstep: Class 6 contains 9987 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81032 members 
Mstep: Class 10 contains 358005 members 
Mstep: Class 11 contains 45148 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7193 members 
Mstep: Class 15 contains 6423 members 
Mstep: Class 16 contains 129963 members 
Mstep: Class 17 contains 23713 members 
Mstep: Class 18 contains 28172 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11587 members 
Mstep: Class 21 contains 3921 members 
Mstep: Class 22 contains 12345 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13764 members 
Mstep: Class 27 contains 16154 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34012 members 
Mstep: Class 30 contains 9522 members 
Mstep: Class 31 contains 2552 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29037 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9597 members 
Mstep: Class 37 contains 3226 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10730 members 
Mstep: Class 40 contains 5979 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299472.000000 Penalty: 154550.578125
Iteration 275Q: 45 clusters Score -1.022995e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 207744 members 
Mstep: Class 3 contains 60313 members 
Mstep: Class 4 contains 6941 members 
Mstep: Class 5 contains 204656 members 
Mstep: Class 6 contains 9985 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81034 members 
Mstep: Class 10 contains 358001 members 
Mstep: Class 11 contains 45168 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7193 members 
Mstep: Class 15 contains 6422 members 
Mstep: Class 16 contains 129974 members 
Mstep: Class 17 contains 23715 members 
Mstep: Class 18 contains 28164 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11585 members 
Mstep: Class 21 contains 3921 members 
Mstep: Class 22 contains 12345 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12826 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16155 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34013 members 
Mstep: Class 30 contains 9522 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29041 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9596 members 
Mstep: Class 37 contains 3226 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10732 members 
Mstep: Class 40 contains 5981 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299480.000000 Penalty: 154550.578125
Iteration 276Q: 45 clusters Score -1.022995e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 207744 members 
Mstep: Class 3 contains 60278 members 
Mstep: Class 4 contains 6940 members 
Mstep: Class 5 contains 204664 members 
Mstep: Class 6 contains 9984 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81041 members 
Mstep: Class 10 contains 357998 members 
Mstep: Class 11 contains 45174 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7192 members 
Mstep: Class 15 contains 6422 members 
Mstep: Class 16 contains 129984 members 
Mstep: Class 17 contains 23717 members 
Mstep: Class 18 contains 28160 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11587 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12347 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16156 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34020 members 
Mstep: Class 30 contains 9523 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29043 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9596 members 
Mstep: Class 37 contains 3226 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10732 members 
Mstep: Class 40 contains 5981 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299336.000000 Penalty: 154550.578125
Iteration 277Q: 45 clusters Score -1.022993e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 207744 members 
Mstep: Class 3 contains 60249 members 
Mstep: Class 4 contains 6939 members 
Mstep: Class 5 contains 204689 members 
Mstep: Class 6 contains 9984 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81036 members 
Mstep: Class 10 contains 357994 members 
Mstep: Class 11 contains 45168 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7192 members 
Mstep: Class 15 contains 6422 members 
Mstep: Class 16 contains 129999 members 
Mstep: Class 17 contains 23721 members 
Mstep: Class 18 contains 28154 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11588 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12346 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16157 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34026 members 
Mstep: Class 30 contains 9524 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29043 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9595 members 
Mstep: Class 37 contains 3226 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10732 members 
Mstep: Class 40 contains 5981 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299344.000000 Penalty: 154550.578125
Iteration 278Q: 45 clusters Score -1.022993e+08 nChanged 208
Entering ConstructFrom: 
Score: -102299344.000000 Penalty: 154550.578125
Entering ConstructFrom: 
Trying to split cluster 1 (18467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Entering Unmasked Estep 
Score: -1211804.250000 Penalty: 2436.287842
	Iteration 0F: 2 clusters Score -1211804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1198764.875000 Penalty: 4872.575684
	Iteration 0F: 3 clusters Score -1198765 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1203509.125000 Penalty: 4872.575684
	Iteration 1F: 3 clusters Score -1203509 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1204242.000000 Penalty: 4872.575684
	Iteration 2F: 3 clusters Score -1204242 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1205119.125000 Penalty: 4872.575684
	Iteration 3F: 3 clusters Score -1205119 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1206026.750000 Penalty: 4872.575684
	Iteration 4F: 3 clusters Score -1206027 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1206846.750000 Penalty: 4872.575684
	Iteration 5F: 3 clusters Score -1206847 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1207527.375000 Penalty: 4872.575684
	Iteration 6F: 3 clusters Score -1207527 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1208059.125000 Penalty: 4872.575684
	Iteration 7Q: 3 clusters Score -1208059 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1208500.000000 Penalty: 4872.575684
	Iteration 8Q: 3 clusters Score -1208500 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1208869.625000 Penalty: 4872.575684
	Iteration 9Q: 3 clusters Score -1208870 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1209177.625000 Penalty: 4872.575684
	Iteration 10Q: 3 clusters Score -1209178 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1209450.000000 Penalty: 4872.575684
	Iteration 11Q: 3 clusters Score -1209450 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1209674.375000 Penalty: 4872.575684
	Iteration 12Q: 3 clusters Score -1209674 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1209853.625000 Penalty: 4872.575684
	Iteration 13Q: 3 clusters Score -1209854 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1209992.750000 Penalty: 4872.575684
	Iteration 14Q: 3 clusters Score -1209993 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1210093.875000 Penalty: 4872.575684
	Iteration 15Q: 3 clusters Score -1210094 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1210166.500000 Penalty: 4872.575684
	Iteration 16Q: 3 clusters Score -1210166 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1210234.000000 Penalty: 4872.575684
	Iteration 17Q: 3 clusters Score -1210234 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1210275.625000 Penalty: 4872.575684
	Iteration 18Q: 3 clusters Score -1210276 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1210303.250000 Penalty: 4872.575684
	Iteration 19Q: 3 clusters Score -1210303 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1210332.625000 Penalty: 4872.575684
	Iteration 20F: 3 clusters Score -1210333 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1210358.625000 Penalty: 4872.575684
	Iteration 21Q: 3 clusters Score -1210359 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1210387.625000 Penalty: 4872.575684
	Iteration 22Q: 3 clusters Score -1210388 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1210414.750000 Penalty: 4872.575684
	Iteration 23Q: 3 clusters Score -1210415 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1210438.250000 Penalty: 4872.575684
	Iteration 24Q: 3 clusters Score -1210438 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1210450.500000 Penalty: 4872.575684
	Iteration 25Q: 3 clusters Score -1210450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1210460.375000 Penalty: 4872.575684
	Iteration 26Q: 3 clusters Score -1210460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1210473.625000 Penalty: 4872.575684
	Iteration 27Q: 3 clusters Score -1210474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1210482.500000 Penalty: 4872.575684
	Iteration 28Q: 3 clusters Score -1210482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1210495.500000 Penalty: 4872.575684
	Iteration 29Q: 3 clusters Score -1210496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1210505.875000 Penalty: 4872.575684
	Iteration 30Q: 3 clusters Score -1210506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1210523.625000 Penalty: 4872.575684
	Iteration 31Q: 3 clusters Score -1210524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1210536.125000 Penalty: 4872.575684
	Iteration 32Q: 3 clusters Score -1210536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1210549.375000 Penalty: 4872.575684
	Iteration 33Q: 3 clusters Score -1210549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1210565.250000 Penalty: 4872.575684
	Iteration 34Q: 3 clusters Score -1210565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1210574.750000 Penalty: 4872.575684
	Iteration 35Q: 3 clusters Score -1210575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1210576.625000 Penalty: 4872.575684
	Iteration 36Q: 3 clusters Score -1210577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1210580.000000 Penalty: 4872.575684
	Iteration 37Q: 3 clusters Score -1210580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1210583.625000 Penalty: 4872.575684
	Iteration 38Q: 3 clusters Score -1210584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1210586.375000 Penalty: 4872.575684
	Iteration 39Q: 3 clusters Score -1210586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1210585.625000 Penalty: 4872.575684
	Iteration 40F: 3 clusters Score -1210586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1210587.125000 Penalty: 4872.575684
	Iteration 41Q: 3 clusters Score -1210587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1210587.125000 Penalty: 4872.575684
	Iteration 42F: 3 clusters Score -1210587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (207744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207744 members 
Entering Unmasked Estep 
Score: -15534297.000000 Penalty: 3036.527344
	Iteration 0F: 2 clusters Score -1.55343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103627 members 
Mstep: Class 2 contains 104117 members 
Entering Unmasked Estep 
Score: -15395308.000000 Penalty: 6073.054688
	Iteration 0F: 3 clusters Score -1.539531e+07 nChanged 99766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99667 members 
Mstep: Class 2 contains 108077 members 
Entering Unmasked Estep 
Score: -15454517.000000 Penalty: 6073.054688
	Iteration 1F: 3 clusters Score -1.545452e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97667 members 
Mstep: Class 2 contains 110077 members 
Entering Unmasked Estep 
Score: -15456111.000000 Penalty: 6073.054688
	Iteration 2Q: 3 clusters Score -1.545611e+07 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94959 members 
Mstep: Class 2 contains 112785 members 
Entering Unmasked Estep 
Score: -15458476.000000 Penalty: 6073.054688
	Iteration 3Q: 3 clusters Score -1.545848e+07 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90932 members 
Mstep: Class 2 contains 116812 members 
Entering Unmasked Estep 
Score: -15461965.000000 Penalty: 6073.054688
	Iteration 4Q: 3 clusters Score -1.546196e+07 nChanged 9864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85246 members 
Mstep: Class 2 contains 122498 members 
Entering Unmasked Estep 
Score: -15467335.000000 Penalty: 6073.054688
	Iteration 5Q: 3 clusters Score -1.546734e+07 nChanged 11469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77685 members 
Mstep: Class 2 contains 130059 members 
Entering Unmasked Estep 
Score: -15474945.000000 Penalty: 6073.054688
	Iteration 6F: 3 clusters Score -1.547494e+07 nChanged 12756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68299 members 
Mstep: Class 2 contains 139445 members 
Entering Unmasked Estep 
Score: -15483936.000000 Penalty: 6073.054688
	Iteration 7F: 3 clusters Score -1.548394e+07 nChanged 12915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 150152 members 
Entering Unmasked Estep 
Score: -15493568.000000 Penalty: 6073.054688
	Iteration 8F: 3 clusters Score -1.549357e+07 nChanged 12293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 161311 members 
Entering Unmasked Estep 
Score: -15503053.000000 Penalty: 6073.054688
	Iteration 9F: 3 clusters Score -1.550305e+07 nChanged 11171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 172068 members 
Entering Unmasked Estep 
Score: -15511475.000000 Penalty: 6073.054688
	Iteration 10F: 3 clusters Score -1.551148e+07 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 181376 members 
Entering Unmasked Estep 
Score: -15518419.000000 Penalty: 6073.054688
	Iteration 11Q: 3 clusters Score -1.551842e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 188735 members 
Entering Unmasked Estep 
Score: -15523407.000000 Penalty: 6073.054688
	Iteration 12Q: 3 clusters Score -1.552341e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 194108 members 
Entering Unmasked Estep 
Score: -15526740.000000 Penalty: 6073.054688
	Iteration 13Q: 3 clusters Score -1.552674e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 197769 members 
Entering Unmasked Estep 
Score: -15528837.000000 Penalty: 6073.054688
	Iteration 14Q: 3 clusters Score -1.552884e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 200126 members 
Entering Unmasked Estep 
Score: -15529890.000000 Penalty: 6073.054688
	Iteration 15Q: 3 clusters Score -1.552989e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 201701 members 
Entering Unmasked Estep 
Score: -15530673.000000 Penalty: 6073.054688
	Iteration 16Q: 3 clusters Score -1.553067e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 202778 members 
Entering Unmasked Estep 
Score: -15531107.000000 Penalty: 6073.054688
	Iteration 17Q: 3 clusters Score -1.553111e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 203476 members 
Entering Unmasked Estep 
Score: -15531409.000000 Penalty: 6073.054688
	Iteration 18Q: 3 clusters Score -1.553141e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 203981 members 
Entering Unmasked Estep 
Score: -15531617.000000 Penalty: 6073.054688
	Iteration 19Q: 3 clusters Score -1.553162e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 204340 members 
Entering Unmasked Estep 
Score: -15531725.000000 Penalty: 6073.054688
	Iteration 20F: 3 clusters Score -1.553172e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 204603 members 
Entering Unmasked Estep 
Score: -15531802.000000 Penalty: 6073.054688
	Iteration 21Q: 3 clusters Score -1.55318e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 204809 members 
Entering Unmasked Estep 
Score: -15531882.000000 Penalty: 6073.054688
	Iteration 22Q: 3 clusters Score -1.553188e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 204953 members 
Entering Unmasked Estep 
Score: -15531922.000000 Penalty: 6073.054688
	Iteration 23Q: 3 clusters Score -1.553192e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 205091 members 
Entering Unmasked Estep 
Score: -15531978.000000 Penalty: 6073.054688
	Iteration 24Q: 3 clusters Score -1.553198e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 205194 members 
Entering Unmasked Estep 
Score: -15531990.000000 Penalty: 6073.054688
	Iteration 25Q: 3 clusters Score -1.553199e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 205285 members 
Entering Unmasked Estep 
Score: -15532055.000000 Penalty: 6073.054688
	Iteration 26Q: 3 clusters Score -1.553206e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 205341 members 
Entering Unmasked Estep 
Score: -15532058.000000 Penalty: 6073.054688
	Iteration 27Q: 3 clusters Score -1.553206e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 205401 members 
Entering Unmasked Estep 
Score: -15532067.000000 Penalty: 6073.054688
	Iteration 28Q: 3 clusters Score -1.553207e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 205425 members 
Entering Unmasked Estep 
Score: -15532093.000000 Penalty: 6073.054688
	Iteration 29Q: 3 clusters Score -1.553209e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 205460 members 
Entering Unmasked Estep 
Score: -15532108.000000 Penalty: 6073.054688
	Iteration 30Q: 3 clusters Score -1.553211e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 205494 members 
Entering Unmasked Estep 
Score: -15532109.000000 Penalty: 6073.054688
	Iteration 31Q: 3 clusters Score -1.553211e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 205531 members 
Entering Unmasked Estep 
Score: -15532120.000000 Penalty: 6073.054688
	Iteration 32Q: 3 clusters Score -1.553212e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 205557 members 
Entering Unmasked Estep 
Score: -15532117.000000 Penalty: 6073.054688
	Iteration 33Q: 3 clusters Score -1.553212e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 205576 members 
Entering Unmasked Estep 
Score: -15532119.000000 Penalty: 6073.054688
	Iteration 34Q: 3 clusters Score -1.553212e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 205593 members 
Entering Unmasked Estep 
Score: -15532143.000000 Penalty: 6073.054688
	Iteration 35Q: 3 clusters Score -1.553214e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 205603 members 
Entering Unmasked Estep 
Score: -15532126.000000 Penalty: 6073.054688
	Iteration 36Q: 3 clusters Score -1.553213e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 205607 members 
Entering Unmasked Estep 
Score: -15532148.000000 Penalty: 6073.054688
	Iteration 37Q: 3 clusters Score -1.553215e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 205616 members 
Entering Unmasked Estep 
Score: -15532143.000000 Penalty: 6073.054688
	Iteration 38Q: 3 clusters Score -1.553214e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 205628 members 
Entering Unmasked Estep 
Score: -15532149.000000 Penalty: 6073.054688
	Iteration 39Q: 3 clusters Score -1.553215e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 205651 members 
Entering Unmasked Estep 
Score: -15532175.000000 Penalty: 6073.054688
	Iteration 40F: 3 clusters Score -1.553218e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 205664 members 
Entering Unmasked Estep 
Score: -15532172.000000 Penalty: 6073.054688
	Iteration 41Q: 3 clusters Score -1.553217e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 205681 members 
Entering Unmasked Estep 
Score: -15532177.000000 Penalty: 6073.054688
	Iteration 42Q: 3 clusters Score -1.553218e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 205700 members 
Entering Unmasked Estep 
Score: -15532180.000000 Penalty: 6073.054688
	Iteration 43Q: 3 clusters Score -1.553218e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 205718 members 
Entering Unmasked Estep 
Score: -15532186.000000 Penalty: 6073.054688
	Iteration 44Q: 3 clusters Score -1.553219e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 205733 members 
Entering Unmasked Estep 
Score: -15532190.000000 Penalty: 6073.054688
	Iteration 45Q: 3 clusters Score -1.553219e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 205747 members 
Entering Unmasked Estep 
Score: -15532196.000000 Penalty: 6073.054688
	Iteration 46Q: 3 clusters Score -1.55322e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 205761 members 
Entering Unmasked Estep 
Score: -15532196.000000 Penalty: 6073.054688
	Iteration 47Q: 3 clusters Score -1.55322e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 205775 members 
Entering Unmasked Estep 
Score: -15532200.000000 Penalty: 6073.054688
	Iteration 48Q: 3 clusters Score -1.55322e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 205787 members 
Entering Unmasked Estep 
Score: -15532216.000000 Penalty: 6073.054688
	Iteration 49Q: 3 clusters Score -1.553222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 205795 members 
Entering Unmasked Estep 
Score: -15532217.000000 Penalty: 6073.054688
	Iteration 50Q: 3 clusters Score -1.553222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 205799 members 
Entering Unmasked Estep 
Score: -15532214.000000 Penalty: 6073.054688
	Iteration 51Q: 3 clusters Score -1.553221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 205802 members 
Entering Unmasked Estep 
Score: -15532210.000000 Penalty: 6073.054688
	Iteration 52Q: 3 clusters Score -1.553221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 205802 members 
Entering Unmasked Estep 
Score: -15532208.000000 Penalty: 6073.054688
	Iteration 53Q: 3 clusters Score -1.553221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 205803 members 
Entering Unmasked Estep 
Score: -15532215.000000 Penalty: 6073.054688
	Iteration 54Q: 3 clusters Score -1.553222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 205803 members 
Entering Unmasked Estep 
Score: -15532215.000000 Penalty: 6073.054688
	Iteration 55F: 3 clusters Score -1.553222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (60214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60214 members 
Entering Unmasked Estep 
Score: -4591253.000000 Penalty: 2729.403809
	Iteration 0F: 2 clusters Score -4591253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -4550658.500000 Penalty: 5458.807617
	Iteration 0F: 3 clusters Score -4550658 nChanged 28127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -4566563.500000 Penalty: 5458.807617
	Iteration 1F: 3 clusters Score -4566564 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -4567479.500000 Penalty: 5458.807617
	Iteration 2Q: 3 clusters Score -4567480 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -4568568.500000 Penalty: 5458.807617
	Iteration 3Q: 3 clusters Score -4568568 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -4570055.500000 Penalty: 5458.807617
	Iteration 4F: 3 clusters Score -4570056 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -4571924.500000 Penalty: 5458.807617
	Iteration 5F: 3 clusters Score -4571924 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -4574255.000000 Penalty: 5458.807617
	Iteration 6F: 3 clusters Score -4574255 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -4576922.000000 Penalty: 5458.807617
	Iteration 7F: 3 clusters Score -4576922 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -4579754.000000 Penalty: 5458.807617
	Iteration 8F: 3 clusters Score -4579754 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 52510 members 
Entering Unmasked Estep 
Score: -4582583.500000 Penalty: 5458.807617
	Iteration 9F: 3 clusters Score -4582584 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 55337 members 
Entering Unmasked Estep 
Score: -4584968.500000 Penalty: 5458.807617
	Iteration 10Q: 3 clusters Score -4584968 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 57284 members 
Entering Unmasked Estep 
Score: -4586676.000000 Penalty: 5458.807617
	Iteration 11Q: 3 clusters Score -4586676 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 58436 members 
Entering Unmasked Estep 
Score: -4587684.500000 Penalty: 5458.807617
	Iteration 12Q: 3 clusters Score -4587684 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 59050 members 
Entering Unmasked Estep 
Score: -4588226.500000 Penalty: 5458.807617
	Iteration 13Q: 3 clusters Score -4588226 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 59355 members 
Entering Unmasked Estep 
Score: -4588506.500000 Penalty: 5458.807617
	Iteration 14Q: 3 clusters Score -4588506 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -4588655.000000 Penalty: 5458.807617
	Iteration 15Q: 3 clusters Score -4588655 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 59582 members 
Entering Unmasked Estep 
Score: -4588753.000000 Penalty: 5458.807617
	Iteration 16Q: 3 clusters Score -4588753 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 59638 members 
Entering Unmasked Estep 
Score: -4588816.000000 Penalty: 5458.807617
	Iteration 17Q: 3 clusters Score -4588816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -4588860.500000 Penalty: 5458.807617
	Iteration 18Q: 3 clusters Score -4588860 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -4588905.500000 Penalty: 5458.807617
	Iteration 19Q: 3 clusters Score -4588906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 59704 members 
Entering Unmasked Estep 
Score: -4588931.500000 Penalty: 5458.807617
	Iteration 20F: 3 clusters Score -4588932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 59707 members 
Entering Unmasked Estep 
Score: -4588938.000000 Penalty: 5458.807617
	Iteration 21Q: 3 clusters Score -4588938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 59711 members 
Entering Unmasked Estep 
Score: -4588940.500000 Penalty: 5458.807617
	Iteration 22Q: 3 clusters Score -4588940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 59713 members 
Entering Unmasked Estep 
Score: -4588939.500000 Penalty: 5458.807617
	Iteration 23Q: 3 clusters Score -4588940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 59715 members 
Entering Unmasked Estep 
Score: -4588945.000000 Penalty: 5458.807617
	Iteration 24Q: 3 clusters Score -4588945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 59716 members 
Entering Unmasked Estep 
Score: -4588945.500000 Penalty: 5458.807617
	Iteration 25Q: 3 clusters Score -4588946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 59718 members 
Entering Unmasked Estep 
Score: -4588948.500000 Penalty: 5458.807617
	Iteration 26Q: 3 clusters Score -4588948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 59717 members 
Entering Unmasked Estep 
Score: -4588948.500000 Penalty: 5458.807617
	Iteration 27Q: 3 clusters Score -4588948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 59719 members 
Entering Unmasked Estep 
Score: -4588950.500000 Penalty: 5458.807617
	Iteration 28Q: 3 clusters Score -4588950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 59721 members 
Entering Unmasked Estep 
Score: -4588958.000000 Penalty: 5458.807617
	Iteration 29Q: 3 clusters Score -4588958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 59724 members 
Entering Unmasked Estep 
Score: -4588955.500000 Penalty: 5458.807617
	Iteration 30Q: 3 clusters Score -4588956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 59722 members 
Entering Unmasked Estep 
Score: -4588957.500000 Penalty: 5458.807617
	Iteration 31Q: 3 clusters Score -4588958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 59722 members 
Entering Unmasked Estep 
Score: -4588964.500000 Penalty: 5458.807617
	Iteration 32Q: 3 clusters Score -4588964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 59727 members 
Entering Unmasked Estep 
Score: -4588962.500000 Penalty: 5458.807617
	Iteration 33Q: 3 clusters Score -4588962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 59729 members 
Entering Unmasked Estep 
Score: -4588967.500000 Penalty: 5458.807617
	Iteration 34Q: 3 clusters Score -4588968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 59731 members 
Entering Unmasked Estep 
Score: -4588979.000000 Penalty: 5458.807617
	Iteration 35Q: 3 clusters Score -4588979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -4588976.000000 Penalty: 5458.807617
	Iteration 36Q: 3 clusters Score -4588976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 59733 members 
Entering Unmasked Estep 
Score: -4588982.500000 Penalty: 5458.807617
	Iteration 37Q: 3 clusters Score -4588982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -4588980.000000 Penalty: 5458.807617
	Iteration 38Q: 3 clusters Score -4588980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -4588980.000000 Penalty: 5458.807617
	Iteration 39F: 3 clusters Score -4588980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Entering Unmasked Estep 
Score: -430974.906250 Penalty: 2193.431152
	Iteration 0F: 2 clusters Score -430974.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -425293.843750 Penalty: 4386.862305
	Iteration 0F: 3 clusters Score -425293.8 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -427006.000000 Penalty: 4386.862305
	Iteration 1F: 3 clusters Score -427006 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -427445.718750 Penalty: 4386.862305
	Iteration 2F: 3 clusters Score -427445.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -427779.625000 Penalty: 4386.862305
	Iteration 3F: 3 clusters Score -427779.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -428016.875000 Penalty: 4386.862305
	Iteration 4F: 3 clusters Score -428016.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -428206.468750 Penalty: 4386.862305
	Iteration 5Q: 3 clusters Score -428206.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -428360.312500 Penalty: 4386.862305
	Iteration 6Q: 3 clusters Score -428360.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -428514.718750 Penalty: 4386.862305
	Iteration 7Q: 3 clusters Score -428514.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -428652.250000 Penalty: 4386.862305
	Iteration 8Q: 3 clusters Score -428652.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -428749.281250 Penalty: 4386.862305
	Iteration 9Q: 3 clusters Score -428749.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -428849.156250 Penalty: 4386.862305
	Iteration 10Q: 3 clusters Score -428849.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -428943.906250 Penalty: 4386.862305
	Iteration 11Q: 3 clusters Score -428943.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -429003.250000 Penalty: 4386.862305
	Iteration 12Q: 3 clusters Score -429003.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -429066.875000 Penalty: 4386.862305
	Iteration 13Q: 3 clusters Score -429066.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -429118.093750 Penalty: 4386.862305
	Iteration 14Q: 3 clusters Score -429118.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -429156.437500 Penalty: 4386.862305
	Iteration 15Q: 3 clusters Score -429156.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -429189.187500 Penalty: 4386.862305
	Iteration 16Q: 3 clusters Score -429189.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -429218.843750 Penalty: 4386.862305
	Iteration 17Q: 3 clusters Score -429218.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -429242.812500 Penalty: 4386.862305
	Iteration 18Q: 3 clusters Score -429242.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -429255.218750 Penalty: 4386.862305
	Iteration 19Q: 3 clusters Score -429255.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -429265.593750 Penalty: 4386.862305
	Iteration 20F: 3 clusters Score -429265.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -429270.125000 Penalty: 4386.862305
	Iteration 21Q: 3 clusters Score -429270.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -429278.031250 Penalty: 4386.862305
	Iteration 22Q: 3 clusters Score -429278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -429288.218750 Penalty: 4386.862305
	Iteration 23Q: 3 clusters Score -429288.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -429297.406250 Penalty: 4386.862305
	Iteration 24Q: 3 clusters Score -429297.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -429304.531250 Penalty: 4386.862305
	Iteration 25Q: 3 clusters Score -429304.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -429314.031250 Penalty: 4386.862305
	Iteration 26Q: 3 clusters Score -429314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -429324.687500 Penalty: 4386.862305
	Iteration 27Q: 3 clusters Score -429324.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -429338.656250 Penalty: 4386.862305
	Iteration 28Q: 3 clusters Score -429338.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -429352.343750 Penalty: 4386.862305
	Iteration 29Q: 3 clusters Score -429352.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -429359.812500 Penalty: 4386.862305
	Iteration 30Q: 3 clusters Score -429359.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -429364.437500 Penalty: 4386.862305
	Iteration 31Q: 3 clusters Score -429364.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -429370.218750 Penalty: 4386.862305
	Iteration 32Q: 3 clusters Score -429370.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -429372.375000 Penalty: 4386.862305
	Iteration 33Q: 3 clusters Score -429372.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -429376.437500 Penalty: 4386.862305
	Iteration 34Q: 3 clusters Score -429376.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -429383.156250 Penalty: 4386.862305
	Iteration 35Q: 3 clusters Score -429383.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -429388.218750 Penalty: 4386.862305
	Iteration 36Q: 3 clusters Score -429388.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -429394.093750 Penalty: 4386.862305
	Iteration 37Q: 3 clusters Score -429394.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -429397.937500 Penalty: 4386.862305
	Iteration 38Q: 3 clusters Score -429397.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -429401.625000 Penalty: 4386.862305
	Iteration 39Q: 3 clusters Score -429401.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -429403.031250 Penalty: 4386.862305
	Iteration 40F: 3 clusters Score -429403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -429405.062500 Penalty: 4386.862305
	Iteration 41Q: 3 clusters Score -429405.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -429407.125000 Penalty: 4386.862305
	Iteration 42Q: 3 clusters Score -429407.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -429410.875000 Penalty: 4386.862305
	Iteration 43Q: 3 clusters Score -429410.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -429413.875000 Penalty: 4386.862305
	Iteration 44Q: 3 clusters Score -429413.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -429415.343750 Penalty: 4386.862305
	Iteration 45Q: 3 clusters Score -429415.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -429414.781250 Penalty: 4386.862305
	Iteration 46Q: 3 clusters Score -429414.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -429415.531250 Penalty: 4386.862305
	Iteration 47Q: 3 clusters Score -429415.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -429416.562500 Penalty: 4386.862305
	Iteration 48Q: 3 clusters Score -429416.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -429418.406250 Penalty: 4386.862305
	Iteration 49Q: 3 clusters Score -429418.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -429420.343750 Penalty: 4386.862305
	Iteration 50Q: 3 clusters Score -429420.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -429422.281250 Penalty: 4386.862305
	Iteration 51Q: 3 clusters Score -429422.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -429424.875000 Penalty: 4386.862305
	Iteration 52Q: 3 clusters Score -429424.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -429426.437500 Penalty: 4386.862305
	Iteration 53Q: 3 clusters Score -429426.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -429427.125000 Penalty: 4386.862305
	Iteration 54Q: 3 clusters Score -429427.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -429427.718750 Penalty: 4386.862305
	Iteration 55Q: 3 clusters Score -429427.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -429428.937500 Penalty: 4386.862305
	Iteration 56Q: 3 clusters Score -429428.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -429430.718750 Penalty: 4386.862305
	Iteration 57Q: 3 clusters Score -429430.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -429430.593750 Penalty: 4386.862305
	Iteration 58Q: 3 clusters Score -429430.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -429431.343750 Penalty: 4386.862305
	Iteration 59Q: 3 clusters Score -429431.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -429433.281250 Penalty: 4386.862305
	Iteration 60F: 3 clusters Score -429433.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -429435.437500 Penalty: 4386.862305
	Iteration 61Q: 3 clusters Score -429435.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -429437.156250 Penalty: 4386.862305
	Iteration 62Q: 3 clusters Score -429437.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -429439.906250 Penalty: 4386.862305
	Iteration 63Q: 3 clusters Score -429439.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -429441.531250 Penalty: 4386.862305
	Iteration 64Q: 3 clusters Score -429441.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -429442.218750 Penalty: 4386.862305
	Iteration 65Q: 3 clusters Score -429442.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -429442.968750 Penalty: 4386.862305
	Iteration 66Q: 3 clusters Score -429443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -429442.781250 Penalty: 4386.862305
	Iteration 67Q: 3 clusters Score -429442.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -429442.781250 Penalty: 4386.862305
	Iteration 68F: 3 clusters Score -429442.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (204730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204730 members 
Entering Unmasked Estep 
Score: -15749540.000000 Penalty: 3032.902832
	Iteration 0F: 2 clusters Score -1.574954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102675 members 
Mstep: Class 2 contains 102055 members 
Entering Unmasked Estep 
Score: -15612151.000000 Penalty: 6065.805664
	Iteration 0F: 3 clusters Score -1.561215e+07 nChanged 98642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109257 members 
Mstep: Class 2 contains 95473 members 
Entering Unmasked Estep 
Score: -15669389.000000 Penalty: 6065.805664
	Iteration 1F: 3 clusters Score -1.566939e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113169 members 
Mstep: Class 2 contains 91561 members 
Entering Unmasked Estep 
Score: -15670705.000000 Penalty: 6065.805664
	Iteration 2Q: 3 clusters Score -1.56707e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119344 members 
Mstep: Class 2 contains 85386 members 
Entering Unmasked Estep 
Score: -15673042.000000 Penalty: 6065.805664
	Iteration 3Q: 3 clusters Score -1.567304e+07 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128803 members 
Mstep: Class 2 contains 75927 members 
Entering Unmasked Estep 
Score: -15677665.000000 Penalty: 6065.805664
	Iteration 4Q: 3 clusters Score -1.567766e+07 nChanged 13843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142568 members 
Mstep: Class 2 contains 62162 members 
Entering Unmasked Estep 
Score: -15686483.000000 Penalty: 6065.805664
	Iteration 5F: 3 clusters Score -1.568648e+07 nChanged 18249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160805 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -15701882.000000 Penalty: 6065.805664
	Iteration 6F: 3 clusters Score -1.570188e+07 nChanged 20025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180830 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -15722115.000000 Penalty: 6065.805664
	Iteration 7F: 3 clusters Score -1.572212e+07 nChanged 14984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195812 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -15737869.000000 Penalty: 6065.805664
	Iteration 8F: 3 clusters Score -1.573787e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202357 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -15744451.000000 Penalty: 6065.805664
	Iteration 9Q: 3 clusters Score -1.574445e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204111 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -15746191.000000 Penalty: 6065.805664
	Iteration 10Q: 3 clusters Score -1.574619e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204449 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -15746570.000000 Penalty: 6065.805664
	Iteration 11Q: 3 clusters Score -1.574657e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204518 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -15746710.000000 Penalty: 6065.805664
	Iteration 12Q: 3 clusters Score -1.574671e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204531 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15746768.000000 Penalty: 6065.805664
	Iteration 13Q: 3 clusters Score -1.574677e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204536 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15746821.000000 Penalty: 6065.805664
	Iteration 14Q: 3 clusters Score -1.574682e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204537 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -15746820.000000 Penalty: 6065.805664
	Iteration 15Q: 3 clusters Score -1.574682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204540 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15746848.000000 Penalty: 6065.805664
	Iteration 16Q: 3 clusters Score -1.574685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204540 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15746850.000000 Penalty: 6065.805664
	Iteration 17Q: 3 clusters Score -1.574685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204540 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15746856.000000 Penalty: 6065.805664
	Iteration 18Q: 3 clusters Score -1.574686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204541 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -15746866.000000 Penalty: 6065.805664
	Iteration 19Q: 3 clusters Score -1.574687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204545 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15746884.000000 Penalty: 6065.805664
	Iteration 20F: 3 clusters Score -1.574688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204545 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15746886.000000 Penalty: 6065.805664
	Iteration 21Q: 3 clusters Score -1.574689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204546 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15746887.000000 Penalty: 6065.805664
	Iteration 22Q: 3 clusters Score -1.574689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204547 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15746892.000000 Penalty: 6065.805664
	Iteration 23Q: 3 clusters Score -1.574689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204547 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15746892.000000 Penalty: 6065.805664
	Iteration 24F: 3 clusters Score -1.574689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Entering Unmasked Estep 
Score: -735337.125000 Penalty: 2283.692871
	Iteration 0F: 2 clusters Score -735337.1 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 4992 members 
Entering Unmasked Estep 
Score: -727624.750000 Penalty: 4567.385742
	Iteration 0F: 3 clusters Score -727624.8 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -729805.500000 Penalty: 4567.385742
	Iteration 1F: 3 clusters Score -729805.5 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -730159.500000 Penalty: 4567.385742
	Iteration 2F: 3 clusters Score -730159.5 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -730441.437500 Penalty: 4567.385742
	Iteration 3F: 3 clusters Score -730441.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -730690.312500 Penalty: 4567.385742
	Iteration 4Q: 3 clusters Score -730690.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -730925.312500 Penalty: 4567.385742
	Iteration 5Q: 3 clusters Score -730925.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -731144.562500 Penalty: 4567.385742
	Iteration 6Q: 3 clusters Score -731144.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -731380.125000 Penalty: 4567.385742
	Iteration 7Q: 3 clusters Score -731380.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -731588.375000 Penalty: 4567.385742
	Iteration 8Q: 3 clusters Score -731588.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -731779.500000 Penalty: 4567.385742
	Iteration 9Q: 3 clusters Score -731779.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -731961.062500 Penalty: 4567.385742
	Iteration 10Q: 3 clusters Score -731961.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -732141.062500 Penalty: 4567.385742
	Iteration 11Q: 3 clusters Score -732141.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -732310.812500 Penalty: 4567.385742
	Iteration 12Q: 3 clusters Score -732310.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -732465.312500 Penalty: 4567.385742
	Iteration 13Q: 3 clusters Score -732465.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -732614.812500 Penalty: 4567.385742
	Iteration 14Q: 3 clusters Score -732614.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -732762.250000 Penalty: 4567.385742
	Iteration 15Q: 3 clusters Score -732762.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -732926.125000 Penalty: 4567.385742
	Iteration 16Q: 3 clusters Score -732926.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -733070.500000 Penalty: 4567.385742
	Iteration 17Q: 3 clusters Score -733070.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -733178.375000 Penalty: 4567.385742
	Iteration 18Q: 3 clusters Score -733178.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -733296.375000 Penalty: 4567.385742
	Iteration 19Q: 3 clusters Score -733296.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -733410.500000 Penalty: 4567.385742
	Iteration 20F: 3 clusters Score -733410.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -733503.312500 Penalty: 4567.385742
	Iteration 21Q: 3 clusters Score -733503.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -733591.750000 Penalty: 4567.385742
	Iteration 22Q: 3 clusters Score -733591.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -733676.375000 Penalty: 4567.385742
	Iteration 23Q: 3 clusters Score -733676.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -733736.625000 Penalty: 4567.385742
	Iteration 24Q: 3 clusters Score -733736.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -733769.750000 Penalty: 4567.385742
	Iteration 25Q: 3 clusters Score -733769.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -733802.812500 Penalty: 4567.385742
	Iteration 26Q: 3 clusters Score -733802.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -733823.187500 Penalty: 4567.385742
	Iteration 27Q: 3 clusters Score -733823.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -733836.312500 Penalty: 4567.385742
	Iteration 28Q: 3 clusters Score -733836.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -733843.062500 Penalty: 4567.385742
	Iteration 29Q: 3 clusters Score -733843.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -733848.312500 Penalty: 4567.385742
	Iteration 30Q: 3 clusters Score -733848.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -733849.250000 Penalty: 4567.385742
	Iteration 31Q: 3 clusters Score -733849.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -733848.375000 Penalty: 4567.385742
	Iteration 32Q: 3 clusters Score -733848.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -733850.375000 Penalty: 4567.385742
	Iteration 33Q: 3 clusters Score -733850.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -733850.500000 Penalty: 4567.385742
	Iteration 34Q: 3 clusters Score -733850.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -733851.375000 Penalty: 4567.385742
	Iteration 35Q: 3 clusters Score -733851.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -733851.375000 Penalty: 4567.385742
	Iteration 36F: 3 clusters Score -733851.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Entering Unmasked Estep 
Score: -327866.968750 Penalty: 2097.076904
	Iteration 0F: 2 clusters Score -327867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -323555.218750 Penalty: 4194.153809
	Iteration 0F: 3 clusters Score -323555.2 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -324625.968750 Penalty: 4194.153809
	Iteration 1F: 3 clusters Score -324626 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -324887.125000 Penalty: 4194.153809
	Iteration 2F: 3 clusters Score -324887.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -325086.656250 Penalty: 4194.153809
	Iteration 3F: 3 clusters Score -325086.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -325315.312500 Penalty: 4194.153809
	Iteration 4F: 3 clusters Score -325315.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -325646.031250 Penalty: 4194.153809
	Iteration 5F: 3 clusters Score -325646 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -326126.437500 Penalty: 4194.153809
	Iteration 6F: 3 clusters Score -326126.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -326721.968750 Penalty: 4194.153809
	Iteration 7F: 3 clusters Score -326722 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -327108.125000 Penalty: 4194.153809
	Iteration 8F: 3 clusters Score -327108.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -327373.187500 Penalty: 4194.153809
	Iteration 9Q: 3 clusters Score -327373.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -327567.750000 Penalty: 4194.153809
	Iteration 10Q: 3 clusters Score -327567.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -327749.437500 Penalty: 4194.153809
	Iteration 11Q: 3 clusters Score -327749.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -327882.718750 Penalty: 4194.153809
	Iteration 12Q: 3 clusters Score -327882.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -327981.625000 Penalty: 4194.153809
	Iteration 13Q: 3 clusters Score -327981.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -328075.750000 Penalty: 4194.153809
	Iteration 14Q: 3 clusters Score -328075.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -328165.156250 Penalty: 4194.153809
	Iteration 15Q: 3 clusters Score -328165.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -328207.062500 Penalty: 4194.153809
	Iteration 16Q: 3 clusters Score -328207.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -328228.375000 Penalty: 4194.153809
	Iteration 17Q: 3 clusters Score -328228.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -328251.343750 Penalty: 4194.153809
	Iteration 18Q: 3 clusters Score -328251.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -328279.937500 Penalty: 4194.153809
	Iteration 19Q: 3 clusters Score -328279.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -328298.593750 Penalty: 4194.153809
	Iteration 20F: 3 clusters Score -328298.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -328317.593750 Penalty: 4194.153809
	Iteration 21Q: 3 clusters Score -328317.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -328325.250000 Penalty: 4194.153809
	Iteration 22Q: 3 clusters Score -328325.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -328330.593750 Penalty: 4194.153809
	Iteration 23Q: 3 clusters Score -328330.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -328331.187500 Penalty: 4194.153809
	Iteration 24Q: 3 clusters Score -328331.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -328331.187500 Penalty: 4194.153809
	Iteration 25F: 3 clusters Score -328331.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 207744 members 
Mstep: Class 3 contains 60214 members 
Mstep: Class 4 contains 6936 members 
Mstep: Class 5 contains 204730 members 
Mstep: Class 6 contains 9981 members 
Mstep: Class 7 contains 902 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81036 members 
Mstep: Class 10 contains 357987 members 
Mstep: Class 11 contains 45159 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7194 members 
Mstep: Class 15 contains 6422 members 
Mstep: Class 16 contains 130008 members 
Mstep: Class 17 contains 23731 members 
Mstep: Class 18 contains 28141 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11587 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12347 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16155 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34030 members 
Mstep: Class 30 contains 9526 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29047 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9595 members 
Mstep: Class 37 contains 3226 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10732 members 
Mstep: Class 40 contains 5981 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 3801 members 
Entering Unmasked Estep 
Score: -102298504.000000 Penalty: 158063.093750
Splitting cluster 7 changes total score from -102299344.000000 to -102298504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Entering Unmasked Estep 
Score: -92497.789062 Penalty: 1781.034790
	Iteration 0F: 2 clusters Score -92497.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -90301.859375 Penalty: 3562.069580
	Iteration 0F: 3 clusters Score -90301.86 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -90793.179688 Penalty: 3562.069580
	Iteration 1F: 3 clusters Score -90793.18 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -91051.031250 Penalty: 3562.069580
	Iteration 2F: 3 clusters Score -91051.03 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -91293.718750 Penalty: 3562.069580
	Iteration 3F: 3 clusters Score -91293.72 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -91443.140625 Penalty: 3562.069580
	Iteration 4F: 3 clusters Score -91443.14 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -91573.898438 Penalty: 3562.069580
	Iteration 5F: 3 clusters Score -91573.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -91670.359375 Penalty: 3562.069580
	Iteration 6Q: 3 clusters Score -91670.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -91697.875000 Penalty: 3562.069580
	Iteration 7Q: 3 clusters Score -91697.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -91707.773438 Penalty: 3562.069580
	Iteration 8Q: 3 clusters Score -91707.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -91709.851562 Penalty: 3562.069580
	Iteration 9Q: 3 clusters Score -91709.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -91712.210938 Penalty: 3562.069580
	Iteration 10Q: 3 clusters Score -91712.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -91712.835938 Penalty: 3562.069580
	Iteration 11Q: 3 clusters Score -91712.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -91713.804688 Penalty: 3562.069580
	Iteration 12Q: 3 clusters Score -91713.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -91713.804688 Penalty: 3562.069580
	Iteration 13F: 3 clusters Score -91713.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (81036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81036 members 
Entering Unmasked Estep 
Score: -6180088.000000 Penalty: 2803.056885
	Iteration 0F: 2 clusters Score -6180088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -6125788.500000 Penalty: 5606.113770
	Iteration 0F: 3 clusters Score -6125788 nChanged 38332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -6147843.000000 Penalty: 5606.113770
	Iteration 1F: 3 clusters Score -6147843 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -6148766.000000 Penalty: 5606.113770
	Iteration 2Q: 3 clusters Score -6148766 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -6149935.000000 Penalty: 5606.113770
	Iteration 3Q: 3 clusters Score -6149935 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -6151372.500000 Penalty: 5606.113770
	Iteration 4Q: 3 clusters Score -6151372 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
Score: -6153030.500000 Penalty: 5606.113770
	Iteration 5Q: 3 clusters Score -6153030 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -6154757.500000 Penalty: 5606.113770
	Iteration 6F: 3 clusters Score -6154758 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -6156351.500000 Penalty: 5606.113770
	Iteration 7Q: 3 clusters Score -6156352 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -6157812.000000 Penalty: 5606.113770
	Iteration 8Q: 3 clusters Score -6157812 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -6159044.000000 Penalty: 5606.113770
	Iteration 9Q: 3 clusters Score -6159044 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -6160239.000000 Penalty: 5606.113770
	Iteration 10Q: 3 clusters Score -6160239 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -6161488.500000 Penalty: 5606.113770
	Iteration 11Q: 3 clusters Score -6161488 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -6162947.500000 Penalty: 5606.113770
	Iteration 12Q: 3 clusters Score -6162948 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -6164815.000000 Penalty: 5606.113770
	Iteration 13Q: 3 clusters Score -6164815 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 53330 members 
Entering Unmasked Estep 
Score: -6167019.500000 Penalty: 5606.113770
	Iteration 14Q: 3 clusters Score -6167020 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 55033 members 
Entering Unmasked Estep 
Score: -6169117.000000 Penalty: 5606.113770
	Iteration 15Q: 3 clusters Score -6169117 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 56517 members 
Entering Unmasked Estep 
Score: -6170493.000000 Penalty: 5606.113770
	Iteration 16Q: 3 clusters Score -6170493 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
Score: -6171273.500000 Penalty: 5606.113770
	Iteration 17Q: 3 clusters Score -6171274 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 58985 members 
Entering Unmasked Estep 
Score: -6171862.000000 Penalty: 5606.113770
	Iteration 18Q: 3 clusters Score -6171862 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 60050 members 
Entering Unmasked Estep 
Score: -6172371.500000 Penalty: 5606.113770
	Iteration 19Q: 3 clusters Score -6172372 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 60992 members 
Entering Unmasked Estep 
Score: -6172707.000000 Penalty: 5606.113770
	Iteration 20F: 3 clusters Score -6172707 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 61888 members 
Entering Unmasked Estep 
Score: -6172940.000000 Penalty: 5606.113770
	Iteration 21Q: 3 clusters Score -6172940 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 62762 members 
Entering Unmasked Estep 
Score: -6173215.000000 Penalty: 5606.113770
	Iteration 22Q: 3 clusters Score -6173215 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 63578 members 
Entering Unmasked Estep 
Score: -6173465.000000 Penalty: 5606.113770
	Iteration 23Q: 3 clusters Score -6173465 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 64388 members 
Entering Unmasked Estep 
Score: -6173681.500000 Penalty: 5606.113770
	Iteration 24Q: 3 clusters Score -6173682 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 65226 members 
Entering Unmasked Estep 
Score: -6173897.000000 Penalty: 5606.113770
	Iteration 25Q: 3 clusters Score -6173897 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 66044 members 
Entering Unmasked Estep 
Score: -6174136.500000 Penalty: 5606.113770
	Iteration 26Q: 3 clusters Score -6174136 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 66846 members 
Entering Unmasked Estep 
Score: -6174363.000000 Penalty: 5606.113770
	Iteration 27Q: 3 clusters Score -6174363 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 67605 members 
Entering Unmasked Estep 
Score: -6174606.000000 Penalty: 5606.113770
	Iteration 28Q: 3 clusters Score -6174606 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 68376 members 
Entering Unmasked Estep 
Score: -6174874.000000 Penalty: 5606.113770
	Iteration 29Q: 3 clusters Score -6174874 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 69131 members 
Entering Unmasked Estep 
Score: -6175044.500000 Penalty: 5606.113770
	Iteration 30Q: 3 clusters Score -6175044 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 69860 members 
Entering Unmasked Estep 
Score: -6175289.000000 Penalty: 5606.113770
	Iteration 31Q: 3 clusters Score -6175289 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 70553 members 
Entering Unmasked Estep 
Score: -6175492.500000 Penalty: 5606.113770
	Iteration 32Q: 3 clusters Score -6175492 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 71219 members 
Entering Unmasked Estep 
Score: -6175681.000000 Penalty: 5606.113770
	Iteration 33Q: 3 clusters Score -6175681 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 71848 members 
Entering Unmasked Estep 
Score: -6175835.000000 Penalty: 5606.113770
	Iteration 34Q: 3 clusters Score -6175835 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 72493 members 
Entering Unmasked Estep 
Score: -6176020.500000 Penalty: 5606.113770
	Iteration 35Q: 3 clusters Score -6176020 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 73097 members 
Entering Unmasked Estep 
Score: -6176195.000000 Penalty: 5606.113770
	Iteration 36Q: 3 clusters Score -6176195 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 73652 members 
Entering Unmasked Estep 
Score: -6176363.000000 Penalty: 5606.113770
	Iteration 37Q: 3 clusters Score -6176363 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 74177 members 
Entering Unmasked Estep 
Score: -6176517.500000 Penalty: 5606.113770
	Iteration 38Q: 3 clusters Score -6176518 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 74673 members 
Entering Unmasked Estep 
Score: -6176713.500000 Penalty: 5606.113770
	Iteration 39Q: 3 clusters Score -6176714 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 75113 members 
Entering Unmasked Estep 
Score: -6176841.000000 Penalty: 5606.113770
	Iteration 40F: 3 clusters Score -6176841 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 75498 members 
Entering Unmasked Estep 
Score: -6176946.000000 Penalty: 5606.113770
	Iteration 41Q: 3 clusters Score -6176946 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 75885 members 
Entering Unmasked Estep 
Score: -6177073.500000 Penalty: 5606.113770
	Iteration 42Q: 3 clusters Score -6177074 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 76248 members 
Entering Unmasked Estep 
Score: -6177170.500000 Penalty: 5606.113770
	Iteration 43Q: 3 clusters Score -6177170 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 76573 members 
Entering Unmasked Estep 
Score: -6177269.500000 Penalty: 5606.113770
	Iteration 44Q: 3 clusters Score -6177270 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 76865 members 
Entering Unmasked Estep 
Score: -6177369.500000 Penalty: 5606.113770
	Iteration 45Q: 3 clusters Score -6177370 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 77101 members 
Entering Unmasked Estep 
Score: -6177453.000000 Penalty: 5606.113770
	Iteration 46Q: 3 clusters Score -6177453 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 77325 members 
Entering Unmasked Estep 
Score: -6177534.000000 Penalty: 5606.113770
	Iteration 47Q: 3 clusters Score -6177534 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 77516 members 
Entering Unmasked Estep 
Score: -6177570.000000 Penalty: 5606.113770
	Iteration 48Q: 3 clusters Score -6177570 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 77683 members 
Entering Unmasked Estep 
Score: -6177582.000000 Penalty: 5606.113770
	Iteration 49Q: 3 clusters Score -6177582 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 77820 members 
Entering Unmasked Estep 
Score: -6177616.000000 Penalty: 5606.113770
	Iteration 50Q: 3 clusters Score -6177616 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 77958 members 
Entering Unmasked Estep 
Score: -6177658.000000 Penalty: 5606.113770
	Iteration 51Q: 3 clusters Score -6177658 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 78073 members 
Entering Unmasked Estep 
Score: -6177674.000000 Penalty: 5606.113770
	Iteration 52Q: 3 clusters Score -6177674 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 78175 members 
Entering Unmasked Estep 
Score: -6177713.500000 Penalty: 5606.113770
	Iteration 53Q: 3 clusters Score -6177714 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 78259 members 
Entering Unmasked Estep 
Score: -6177722.000000 Penalty: 5606.113770
	Iteration 54Q: 3 clusters Score -6177722 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 78335 members 
Entering Unmasked Estep 
Score: -6177749.000000 Penalty: 5606.113770
	Iteration 55Q: 3 clusters Score -6177749 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 78416 members 
Entering Unmasked Estep 
Score: -6177787.000000 Penalty: 5606.113770
	Iteration 56Q: 3 clusters Score -6177787 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 78486 members 
Entering Unmasked Estep 
Score: -6177790.500000 Penalty: 5606.113770
	Iteration 57Q: 3 clusters Score -6177790 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 78543 members 
Entering Unmasked Estep 
Score: -6177805.000000 Penalty: 5606.113770
	Iteration 58Q: 3 clusters Score -6177805 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 78587 members 
Entering Unmasked Estep 
Score: -6177812.500000 Penalty: 5606.113770
	Iteration 59Q: 3 clusters Score -6177812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 78625 members 
Entering Unmasked Estep 
Score: -6177816.500000 Penalty: 5606.113770
	Iteration 60F: 3 clusters Score -6177816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 78661 members 
Entering Unmasked Estep 
Score: -6177818.500000 Penalty: 5606.113770
	Iteration 61Q: 3 clusters Score -6177818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 78692 members 
Entering Unmasked Estep 
Score: -6177832.500000 Penalty: 5606.113770
	Iteration 62Q: 3 clusters Score -6177832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 78733 members 
Entering Unmasked Estep 
Score: -6177832.500000 Penalty: 5606.113770
	Iteration 63Q: 3 clusters Score -6177832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 78772 members 
Entering Unmasked Estep 
Score: -6177844.500000 Penalty: 5606.113770
	Iteration 64Q: 3 clusters Score -6177844 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 78816 members 
Entering Unmasked Estep 
Score: -6177856.500000 Penalty: 5606.113770
	Iteration 65Q: 3 clusters Score -6177856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 78860 members 
Entering Unmasked Estep 
Score: -6177862.000000 Penalty: 5606.113770
	Iteration 66Q: 3 clusters Score -6177862 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 78900 members 
Entering Unmasked Estep 
Score: -6177873.000000 Penalty: 5606.113770
	Iteration 67Q: 3 clusters Score -6177873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 78929 members 
Entering Unmasked Estep 
Score: -6177876.000000 Penalty: 5606.113770
	Iteration 68Q: 3 clusters Score -6177876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 78954 members 
Entering Unmasked Estep 
Score: -6177878.500000 Penalty: 5606.113770
	Iteration 69Q: 3 clusters Score -6177878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 78981 members 
Entering Unmasked Estep 
Score: -6177885.000000 Penalty: 5606.113770
	Iteration 70Q: 3 clusters Score -6177885 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 79006 members 
Entering Unmasked Estep 
Score: -6177885.500000 Penalty: 5606.113770
	Iteration 71Q: 3 clusters Score -6177886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 79028 members 
Entering Unmasked Estep 
Score: -6177891.000000 Penalty: 5606.113770
	Iteration 72Q: 3 clusters Score -6177891 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 79051 members 
Entering Unmasked Estep 
Score: -6177889.500000 Penalty: 5606.113770
	Iteration 73Q: 3 clusters Score -6177890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 79071 members 
Entering Unmasked Estep 
Score: -6177898.500000 Penalty: 5606.113770
	Iteration 74Q: 3 clusters Score -6177898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 79089 members 
Entering Unmasked Estep 
Score: -6177899.000000 Penalty: 5606.113770
	Iteration 75Q: 3 clusters Score -6177899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 79105 members 
Entering Unmasked Estep 
Score: -6177907.000000 Penalty: 5606.113770
	Iteration 76Q: 3 clusters Score -6177907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 79122 members 
Entering Unmasked Estep 
Score: -6177929.500000 Penalty: 5606.113770
	Iteration 77Q: 3 clusters Score -6177930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 79144 members 
Entering Unmasked Estep 
Score: -6177949.000000 Penalty: 5606.113770
	Iteration 78Q: 3 clusters Score -6177949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 79169 members 
Entering Unmasked Estep 
Score: -6177948.500000 Penalty: 5606.113770
	Iteration 79Q: 3 clusters Score -6177948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 79192 members 
Entering Unmasked Estep 
Score: -6177949.500000 Penalty: 5606.113770
	Iteration 80F: 3 clusters Score -6177950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 79208 members 
Entering Unmasked Estep 
Score: -6177962.500000 Penalty: 5606.113770
	Iteration 81Q: 3 clusters Score -6177962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 79227 members 
Entering Unmasked Estep 
Score: -6177976.500000 Penalty: 5606.113770
	Iteration 82Q: 3 clusters Score -6177976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 79248 members 
Entering Unmasked Estep 
Score: -6177979.500000 Penalty: 5606.113770
	Iteration 83Q: 3 clusters Score -6177980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 79268 members 
Entering Unmasked Estep 
Score: -6177976.500000 Penalty: 5606.113770
	Iteration 84Q: 3 clusters Score -6177976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 79285 members 
Entering Unmasked Estep 
Score: -6177981.500000 Penalty: 5606.113770
	Iteration 85Q: 3 clusters Score -6177982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 79304 members 
Entering Unmasked Estep 
Score: -6177978.500000 Penalty: 5606.113770
	Iteration 86Q: 3 clusters Score -6177978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 79320 members 
Entering Unmasked Estep 
Score: -6177998.500000 Penalty: 5606.113770
	Iteration 87Q: 3 clusters Score -6177998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 79338 members 
Entering Unmasked Estep 
Score: -6178008.000000 Penalty: 5606.113770
	Iteration 88Q: 3 clusters Score -6178008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 79352 members 
Entering Unmasked Estep 
Score: -6178001.000000 Penalty: 5606.113770
	Iteration 89Q: 3 clusters Score -6178001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 79372 members 
Entering Unmasked Estep 
Score: -6178007.000000 Penalty: 5606.113770
	Iteration 90Q: 3 clusters Score -6178007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 79386 members 
Entering Unmasked Estep 
Score: -6178010.000000 Penalty: 5606.113770
	Iteration 91Q: 3 clusters Score -6178010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 79397 members 
Entering Unmasked Estep 
Score: -6178011.500000 Penalty: 5606.113770
	Iteration 92Q: 3 clusters Score -6178012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 79403 members 
Entering Unmasked Estep 
Score: -6178013.000000 Penalty: 5606.113770
	Iteration 93Q: 3 clusters Score -6178013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 79406 members 
Entering Unmasked Estep 
Score: -6178013.500000 Penalty: 5606.113770
	Iteration 94Q: 3 clusters Score -6178014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 79411 members 
Entering Unmasked Estep 
Score: -6178014.500000 Penalty: 5606.113770
	Iteration 95Q: 3 clusters Score -6178014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 79414 members 
Entering Unmasked Estep 
Score: -6178010.000000 Penalty: 5606.113770
	Iteration 96Q: 3 clusters Score -6178010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 79417 members 
Entering Unmasked Estep 
Score: -6178011.500000 Penalty: 5606.113770
	Iteration 97Q: 3 clusters Score -6178012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 79418 members 
Entering Unmasked Estep 
Score: -6178015.500000 Penalty: 5606.113770
	Iteration 98Q: 3 clusters Score -6178016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 79420 members 
Entering Unmasked Estep 
Score: -6178021.000000 Penalty: 5606.113770
	Iteration 99Q: 3 clusters Score -6178021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 79421 members 
Entering Unmasked Estep 
Score: -6178021.500000 Penalty: 5606.113770
	Iteration 100F: 3 clusters Score -6178022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 79422 members 
Entering Unmasked Estep 
Score: -6178018.500000 Penalty: 5606.113770
	Iteration 101Q: 3 clusters Score -6178018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 79421 members 
Entering Unmasked Estep 
Score: -6178017.000000 Penalty: 5606.113770
	Iteration 102Q: 3 clusters Score -6178017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 79421 members 
Entering Unmasked Estep 
Score: -6178017.000000 Penalty: 5606.113770
	Iteration 103F: 3 clusters Score -6178017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (357987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357987 members 
Entering Unmasked Estep 
Score: -26774562.000000 Penalty: 3171.486572
	Iteration 0F: 2 clusters Score -2.677456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178870 members 
Mstep: Class 2 contains 179117 members 
Entering Unmasked Estep 
Score: -26534032.000000 Penalty: 6342.973145
	Iteration 0F: 3 clusters Score -2.653403e+07 nChanged 173954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177474 members 
Mstep: Class 2 contains 180513 members 
Entering Unmasked Estep 
Score: -26638278.000000 Penalty: 6342.973145
	Iteration 1F: 3 clusters Score -2.663828e+07 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177527 members 
Mstep: Class 2 contains 180460 members 
Entering Unmasked Estep 
Score: -26640548.000000 Penalty: 6342.973145
	Iteration 2Q: 3 clusters Score -2.664055e+07 nChanged 11128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177871 members 
Mstep: Class 2 contains 180116 members 
Entering Unmasked Estep 
Score: -26643130.000000 Penalty: 6342.973145
	Iteration 3Q: 3 clusters Score -2.664313e+07 nChanged 13158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178963 members 
Mstep: Class 2 contains 179024 members 
Entering Unmasked Estep 
Score: -26647810.000000 Penalty: 6342.973145
	Iteration 4Q: 3 clusters Score -2.664781e+07 nChanged 15864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181061 members 
Mstep: Class 2 contains 176926 members 
Entering Unmasked Estep 
Score: -26653980.000000 Penalty: 6342.973145
	Iteration 5Q: 3 clusters Score -2.665398e+07 nChanged 18144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184371 members 
Mstep: Class 2 contains 173616 members 
Entering Unmasked Estep 
Score: -26661766.000000 Penalty: 6342.973145
	Iteration 6F: 3 clusters Score -2.666177e+07 nChanged 19256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188817 members 
Mstep: Class 2 contains 169170 members 
Entering Unmasked Estep 
Score: -26669720.000000 Penalty: 6342.973145
	Iteration 7F: 3 clusters Score -2.666972e+07 nChanged 18798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194003 members 
Mstep: Class 2 contains 163984 members 
Entering Unmasked Estep 
Score: -26677944.000000 Penalty: 6342.973145
	Iteration 8F: 3 clusters Score -2.667794e+07 nChanged 16917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199798 members 
Mstep: Class 2 contains 158189 members 
Entering Unmasked Estep 
Score: -26683646.000000 Penalty: 6342.973145
	Iteration 9Q: 3 clusters Score -2.668365e+07 nChanged 14610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206178 members 
Mstep: Class 2 contains 151809 members 
Entering Unmasked Estep 
Score: -26688032.000000 Penalty: 6342.973145
	Iteration 10Q: 3 clusters Score -2.668803e+07 nChanged 12274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213238 members 
Mstep: Class 2 contains 144749 members 
Entering Unmasked Estep 
Score: -26691874.000000 Penalty: 6342.973145
	Iteration 11Q: 3 clusters Score -2.669187e+07 nChanged 10728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221236 members 
Mstep: Class 2 contains 136751 members 
Entering Unmasked Estep 
Score: -26695528.000000 Penalty: 6342.973145
	Iteration 12Q: 3 clusters Score -2.669553e+07 nChanged 10312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230516 members 
Mstep: Class 2 contains 127471 members 
Entering Unmasked Estep 
Score: -26699628.000000 Penalty: 6342.973145
	Iteration 13Q: 3 clusters Score -2.669963e+07 nChanged 11056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241266 members 
Mstep: Class 2 contains 116721 members 
Entering Unmasked Estep 
Score: -26705388.000000 Penalty: 6342.973145
	Iteration 14Q: 3 clusters Score -2.670539e+07 nChanged 12287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253427 members 
Mstep: Class 2 contains 104560 members 
Entering Unmasked Estep 
Score: -26713228.000000 Penalty: 6342.973145
	Iteration 15Q: 3 clusters Score -2.671323e+07 nChanged 13132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266413 members 
Mstep: Class 2 contains 91574 members 
Entering Unmasked Estep 
Score: -26723988.000000 Penalty: 6342.973145
	Iteration 16Q: 3 clusters Score -2.672399e+07 nChanged 12480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278467 members 
Mstep: Class 2 contains 79520 members 
Entering Unmasked Estep 
Score: -26734624.000000 Penalty: 6342.973145
	Iteration 17Q: 3 clusters Score -2.673462e+07 nChanged 10617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288562 members 
Mstep: Class 2 contains 69425 members 
Entering Unmasked Estep 
Score: -26742332.000000 Penalty: 6342.973145
	Iteration 18Q: 3 clusters Score -2.674233e+07 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297074 members 
Mstep: Class 2 contains 60913 members 
Entering Unmasked Estep 
Score: -26747506.000000 Penalty: 6342.973145
	Iteration 19Q: 3 clusters Score -2.674751e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304465 members 
Mstep: Class 2 contains 53522 members 
Entering Unmasked Estep 
Score: -26751210.000000 Penalty: 6342.973145
	Iteration 20F: 3 clusters Score -2.675121e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311009 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -26754074.000000 Penalty: 6342.973145
	Iteration 21Q: 3 clusters Score -2.675407e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316824 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -26756542.000000 Penalty: 6342.973145
	Iteration 22Q: 3 clusters Score -2.675654e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321969 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -26758870.000000 Penalty: 6342.973145
	Iteration 23Q: 3 clusters Score -2.675887e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326539 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -26760860.000000 Penalty: 6342.973145
	Iteration 24Q: 3 clusters Score -2.676086e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330554 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -26762698.000000 Penalty: 6342.973145
	Iteration 25Q: 3 clusters Score -2.67627e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334179 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -26764272.000000 Penalty: 6342.973145
	Iteration 26Q: 3 clusters Score -2.676427e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337413 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -26765714.000000 Penalty: 6342.973145
	Iteration 27Q: 3 clusters Score -2.676571e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340248 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -26766894.000000 Penalty: 6342.973145
	Iteration 28Q: 3 clusters Score -2.676689e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342747 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -26767962.000000 Penalty: 6342.973145
	Iteration 29Q: 3 clusters Score -2.676796e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344938 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -26768974.000000 Penalty: 6342.973145
	Iteration 30Q: 3 clusters Score -2.676897e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346799 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -26769668.000000 Penalty: 6342.973145
	Iteration 31Q: 3 clusters Score -2.676967e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348321 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -26770168.000000 Penalty: 6342.973145
	Iteration 32Q: 3 clusters Score -2.677017e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349603 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -26770736.000000 Penalty: 6342.973145
	Iteration 33Q: 3 clusters Score -2.677074e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350650 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -26771216.000000 Penalty: 6342.973145
	Iteration 34Q: 3 clusters Score -2.677122e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351570 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -26771646.000000 Penalty: 6342.973145
	Iteration 35Q: 3 clusters Score -2.677165e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352331 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -26771954.000000 Penalty: 6342.973145
	Iteration 36Q: 3 clusters Score -2.677195e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352963 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -26772240.000000 Penalty: 6342.973145
	Iteration 37Q: 3 clusters Score -2.677224e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353432 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -26772440.000000 Penalty: 6342.973145
	Iteration 38Q: 3 clusters Score -2.677244e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353795 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -26772560.000000 Penalty: 6342.973145
	Iteration 39Q: 3 clusters Score -2.677256e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354114 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -26772590.000000 Penalty: 6342.973145
	Iteration 40F: 3 clusters Score -2.677259e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354348 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -26772686.000000 Penalty: 6342.973145
	Iteration 41Q: 3 clusters Score -2.677269e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354521 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -26772758.000000 Penalty: 6342.973145
	Iteration 42Q: 3 clusters Score -2.677276e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354657 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -26772798.000000 Penalty: 6342.973145
	Iteration 43Q: 3 clusters Score -2.67728e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354788 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -26772792.000000 Penalty: 6342.973145
	Iteration 44Q: 3 clusters Score -2.677279e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354902 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -26772886.000000 Penalty: 6342.973145
	Iteration 45Q: 3 clusters Score -2.677289e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354997 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -26772944.000000 Penalty: 6342.973145
	Iteration 46Q: 3 clusters Score -2.677294e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355082 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -26772948.000000 Penalty: 6342.973145
	Iteration 47Q: 3 clusters Score -2.677295e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355151 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -26772964.000000 Penalty: 6342.973145
	Iteration 48Q: 3 clusters Score -2.677296e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355200 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -26773012.000000 Penalty: 6342.973145
	Iteration 49Q: 3 clusters Score -2.677301e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355243 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -26773076.000000 Penalty: 6342.973145
	Iteration 50Q: 3 clusters Score -2.677308e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355287 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -26773056.000000 Penalty: 6342.973145
	Iteration 51Q: 3 clusters Score -2.677306e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355324 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -26773072.000000 Penalty: 6342.973145
	Iteration 52Q: 3 clusters Score -2.677307e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355354 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -26773122.000000 Penalty: 6342.973145
	Iteration 53Q: 3 clusters Score -2.677312e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355380 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -26773154.000000 Penalty: 6342.973145
	Iteration 54Q: 3 clusters Score -2.677315e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355389 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -26773156.000000 Penalty: 6342.973145
	Iteration 55Q: 3 clusters Score -2.677316e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355410 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -26773158.000000 Penalty: 6342.973145
	Iteration 56Q: 3 clusters Score -2.677316e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355426 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -26773144.000000 Penalty: 6342.973145
	Iteration 57Q: 3 clusters Score -2.677314e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355437 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -26773150.000000 Penalty: 6342.973145
	Iteration 58Q: 3 clusters Score -2.677315e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355443 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -26773156.000000 Penalty: 6342.973145
	Iteration 59Q: 3 clusters Score -2.677316e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355451 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -26773162.000000 Penalty: 6342.973145
	Iteration 60F: 3 clusters Score -2.677316e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355460 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -26773140.000000 Penalty: 6342.973145
	Iteration 61Q: 3 clusters Score -2.677314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355467 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -26773132.000000 Penalty: 6342.973145
	Iteration 62Q: 3 clusters Score -2.677313e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355474 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -26773174.000000 Penalty: 6342.973145
	Iteration 63Q: 3 clusters Score -2.677317e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355476 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -26773160.000000 Penalty: 6342.973145
	Iteration 64Q: 3 clusters Score -2.677316e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355478 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -26773160.000000 Penalty: 6342.973145
	Iteration 65Q: 3 clusters Score -2.677316e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355485 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -26773158.000000 Penalty: 6342.973145
	Iteration 66Q: 3 clusters Score -2.677316e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355499 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -26773156.000000 Penalty: 6342.973145
	Iteration 67Q: 3 clusters Score -2.677316e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355507 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -26773160.000000 Penalty: 6342.973145
	Iteration 68Q: 3 clusters Score -2.677316e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355515 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -26773154.000000 Penalty: 6342.973145
	Iteration 69Q: 3 clusters Score -2.677315e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355521 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -26773154.000000 Penalty: 6342.973145
	Iteration 70Q: 3 clusters Score -2.677315e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355525 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -26773142.000000 Penalty: 6342.973145
	Iteration 71Q: 3 clusters Score -2.677314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355530 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -26773164.000000 Penalty: 6342.973145
	Iteration 72Q: 3 clusters Score -2.677316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355536 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -26773156.000000 Penalty: 6342.973145
	Iteration 73Q: 3 clusters Score -2.677316e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355544 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -26773146.000000 Penalty: 6342.973145
	Iteration 74Q: 3 clusters Score -2.677315e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355556 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -26773126.000000 Penalty: 6342.973145
	Iteration 75Q: 3 clusters Score -2.677313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355567 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -26773152.000000 Penalty: 6342.973145
	Iteration 76Q: 3 clusters Score -2.677315e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355582 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -26773156.000000 Penalty: 6342.973145
	Iteration 77Q: 3 clusters Score -2.677316e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355589 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -26773156.000000 Penalty: 6342.973145
	Iteration 78Q: 3 clusters Score -2.677316e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355597 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -26773152.000000 Penalty: 6342.973145
	Iteration 79Q: 3 clusters Score -2.677315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355608 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -26773136.000000 Penalty: 6342.973145
	Iteration 80F: 3 clusters Score -2.677314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355618 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -26773156.000000 Penalty: 6342.973145
	Iteration 81Q: 3 clusters Score -2.677316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355624 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -26773154.000000 Penalty: 6342.973145
	Iteration 82Q: 3 clusters Score -2.677315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355629 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -26773160.000000 Penalty: 6342.973145
	Iteration 83Q: 3 clusters Score -2.677316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355632 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -26773164.000000 Penalty: 6342.973145
	Iteration 84Q: 3 clusters Score -2.677316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355633 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -26773166.000000 Penalty: 6342.973145
	Iteration 85Q: 3 clusters Score -2.677317e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355635 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -26773172.000000 Penalty: 6342.973145
	Iteration 86Q: 3 clusters Score -2.677317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355637 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -26773180.000000 Penalty: 6342.973145
	Iteration 87Q: 3 clusters Score -2.677318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355640 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -26773168.000000 Penalty: 6342.973145
	Iteration 88Q: 3 clusters Score -2.677317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355642 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -26773186.000000 Penalty: 6342.973145
	Iteration 89Q: 3 clusters Score -2.677319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355641 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -26773178.000000 Penalty: 6342.973145
	Iteration 90Q: 3 clusters Score -2.677318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355640 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -26773168.000000 Penalty: 6342.973145
	Iteration 91Q: 3 clusters Score -2.677317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355640 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -26773168.000000 Penalty: 6342.973145
	Iteration 92F: 3 clusters Score -2.677317e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Entering Unmasked Estep 
Score: -3553086.000000 Penalty: 2658.050293
	Iteration 0F: 2 clusters Score -3553086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -3522471.000000 Penalty: 5316.100586
	Iteration 0F: 3 clusters Score -3522471 nChanged 20737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -3534178.500000 Penalty: 5316.100586
	Iteration 1F: 3 clusters Score -3534178 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -3534884.500000 Penalty: 5316.100586
	Iteration 2Q: 3 clusters Score -3534884 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -3535573.500000 Penalty: 5316.100586
	Iteration 3Q: 3 clusters Score -3535574 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -3536292.000000 Penalty: 5316.100586
	Iteration 4Q: 3 clusters Score -3536292 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -3537253.000000 Penalty: 5316.100586
	Iteration 5Q: 3 clusters Score -3537253 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -3538453.250000 Penalty: 5316.100586
	Iteration 6Q: 3 clusters Score -3538453 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -3539735.750000 Penalty: 5316.100586
	Iteration 7F: 3 clusters Score -3539736 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -3540995.500000 Penalty: 5316.100586
	Iteration 8Q: 3 clusters Score -3540996 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -3542174.500000 Penalty: 5316.100586
	Iteration 9Q: 3 clusters Score -3542174 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -3543245.000000 Penalty: 5316.100586
	Iteration 10Q: 3 clusters Score -3543245 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -3544093.000000 Penalty: 5316.100586
	Iteration 11Q: 3 clusters Score -3544093 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -3544884.500000 Penalty: 5316.100586
	Iteration 12Q: 3 clusters Score -3544884 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -3545563.500000 Penalty: 5316.100586
	Iteration 13Q: 3 clusters Score -3545564 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -3546119.750000 Penalty: 5316.100586
	Iteration 14Q: 3 clusters Score -3546120 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -3546581.500000 Penalty: 5316.100586
	Iteration 15Q: 3 clusters Score -3546582 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3546976.000000 Penalty: 5316.100586
	Iteration 16Q: 3 clusters Score -3546976 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3547283.250000 Penalty: 5316.100586
	Iteration 17Q: 3 clusters Score -3547283 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -3547581.500000 Penalty: 5316.100586
	Iteration 18Q: 3 clusters Score -3547582 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -3547829.500000 Penalty: 5316.100586
	Iteration 19Q: 3 clusters Score -3547830 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -3548053.250000 Penalty: 5316.100586
	Iteration 20F: 3 clusters Score -3548053 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -3548254.250000 Penalty: 5316.100586
	Iteration 21Q: 3 clusters Score -3548254 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -3548473.500000 Penalty: 5316.100586
	Iteration 22Q: 3 clusters Score -3548474 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -3548685.500000 Penalty: 5316.100586
	Iteration 23Q: 3 clusters Score -3548686 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -3548878.500000 Penalty: 5316.100586
	Iteration 24Q: 3 clusters Score -3548878 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -3549025.250000 Penalty: 5316.100586
	Iteration 25Q: 3 clusters Score -3549025 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -3549217.250000 Penalty: 5316.100586
	Iteration 26Q: 3 clusters Score -3549217 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -3549421.500000 Penalty: 5316.100586
	Iteration 27Q: 3 clusters Score -3549422 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -3549615.250000 Penalty: 5316.100586
	Iteration 28Q: 3 clusters Score -3549615 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -3549820.500000 Penalty: 5316.100586
	Iteration 29Q: 3 clusters Score -3549820 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -3550004.250000 Penalty: 5316.100586
	Iteration 30Q: 3 clusters Score -3550004 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -3550173.000000 Penalty: 5316.100586
	Iteration 31Q: 3 clusters Score -3550173 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -3550323.000000 Penalty: 5316.100586
	Iteration 32Q: 3 clusters Score -3550323 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -3550487.000000 Penalty: 5316.100586
	Iteration 33Q: 3 clusters Score -3550487 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -3550605.500000 Penalty: 5316.100586
	Iteration 34Q: 3 clusters Score -3550606 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -3550726.500000 Penalty: 5316.100586
	Iteration 35Q: 3 clusters Score -3550726 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -3550778.500000 Penalty: 5316.100586
	Iteration 36Q: 3 clusters Score -3550778 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -3550851.500000 Penalty: 5316.100586
	Iteration 37Q: 3 clusters Score -3550852 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -3550907.000000 Penalty: 5316.100586
	Iteration 38Q: 3 clusters Score -3550907 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -3550959.500000 Penalty: 5316.100586
	Iteration 39Q: 3 clusters Score -3550960 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -3550998.000000 Penalty: 5316.100586
	Iteration 40F: 3 clusters Score -3550998 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -3551059.500000 Penalty: 5316.100586
	Iteration 41Q: 3 clusters Score -3551060 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -3551104.500000 Penalty: 5316.100586
	Iteration 42Q: 3 clusters Score -3551104 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -3551135.750000 Penalty: 5316.100586
	Iteration 43Q: 3 clusters Score -3551136 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -3551167.500000 Penalty: 5316.100586
	Iteration 44Q: 3 clusters Score -3551168 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -3551209.250000 Penalty: 5316.100586
	Iteration 45Q: 3 clusters Score -3551209 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -3551236.000000 Penalty: 5316.100586
	Iteration 46Q: 3 clusters Score -3551236 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -3551267.000000 Penalty: 5316.100586
	Iteration 47Q: 3 clusters Score -3551267 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -3551315.250000 Penalty: 5316.100586
	Iteration 48Q: 3 clusters Score -3551315 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -3551358.750000 Penalty: 5316.100586
	Iteration 49Q: 3 clusters Score -3551359 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -3551404.250000 Penalty: 5316.100586
	Iteration 50Q: 3 clusters Score -3551404 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -3551431.250000 Penalty: 5316.100586
	Iteration 51Q: 3 clusters Score -3551431 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -3551448.750000 Penalty: 5316.100586
	Iteration 52Q: 3 clusters Score -3551449 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -3551482.500000 Penalty: 5316.100586
	Iteration 53Q: 3 clusters Score -3551482 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -3551496.500000 Penalty: 5316.100586
	Iteration 54Q: 3 clusters Score -3551496 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -3551499.250000 Penalty: 5316.100586
	Iteration 55Q: 3 clusters Score -3551499 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -3551505.250000 Penalty: 5316.100586
	Iteration 56Q: 3 clusters Score -3551505 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -3551514.500000 Penalty: 5316.100586
	Iteration 57Q: 3 clusters Score -3551514 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -3551518.750000 Penalty: 5316.100586
	Iteration 58Q: 3 clusters Score -3551519 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -3551530.000000 Penalty: 5316.100586
	Iteration 59Q: 3 clusters Score -3551530 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -3551534.500000 Penalty: 5316.100586
	Iteration 60F: 3 clusters Score -3551534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -3551537.250000 Penalty: 5316.100586
	Iteration 61Q: 3 clusters Score -3551537 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -3551534.250000 Penalty: 5316.100586
	Iteration 62Q: 3 clusters Score -3551534 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -3551540.500000 Penalty: 5316.100586
	Iteration 63Q: 3 clusters Score -3551540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -3551548.500000 Penalty: 5316.100586
	Iteration 64Q: 3 clusters Score -3551548 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -3551546.250000 Penalty: 5316.100586
	Iteration 65Q: 3 clusters Score -3551546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -3551554.000000 Penalty: 5316.100586
	Iteration 66Q: 3 clusters Score -3551554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -3551564.000000 Penalty: 5316.100586
	Iteration 67Q: 3 clusters Score -3551564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -3551574.250000 Penalty: 5316.100586
	Iteration 68Q: 3 clusters Score -3551574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -3551580.000000 Penalty: 5316.100586
	Iteration 69Q: 3 clusters Score -3551580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -3551586.250000 Penalty: 5316.100586
	Iteration 70Q: 3 clusters Score -3551586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -3551599.000000 Penalty: 5316.100586
	Iteration 71Q: 3 clusters Score -3551599 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -3551596.500000 Penalty: 5316.100586
	Iteration 72Q: 3 clusters Score -3551596 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -3551600.250000 Penalty: 5316.100586
	Iteration 73Q: 3 clusters Score -3551600 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -3551602.000000 Penalty: 5316.100586
	Iteration 74Q: 3 clusters Score -3551602 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -3551603.500000 Penalty: 5316.100586
	Iteration 75Q: 3 clusters Score -3551604 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -3551604.750000 Penalty: 5316.100586
	Iteration 76Q: 3 clusters Score -3551605 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -3551609.250000 Penalty: 5316.100586
	Iteration 77Q: 3 clusters Score -3551609 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -3551613.250000 Penalty: 5316.100586
	Iteration 78Q: 3 clusters Score -3551613 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -3551627.750000 Penalty: 5316.100586
	Iteration 79Q: 3 clusters Score -3551628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -3551633.750000 Penalty: 5316.100586
	Iteration 80F: 3 clusters Score -3551634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -3551642.750000 Penalty: 5316.100586
	Iteration 81Q: 3 clusters Score -3551643 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -3551650.000000 Penalty: 5316.100586
	Iteration 82Q: 3 clusters Score -3551650 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -3551663.250000 Penalty: 5316.100586
	Iteration 83Q: 3 clusters Score -3551663 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -3551671.750000 Penalty: 5316.100586
	Iteration 84Q: 3 clusters Score -3551672 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -3551680.750000 Penalty: 5316.100586
	Iteration 85Q: 3 clusters Score -3551681 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -3551681.750000 Penalty: 5316.100586
	Iteration 86Q: 3 clusters Score -3551682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -3551685.750000 Penalty: 5316.100586
	Iteration 87Q: 3 clusters Score -3551686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -3551696.250000 Penalty: 5316.100586
	Iteration 88Q: 3 clusters Score -3551696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -3551694.750000 Penalty: 5316.100586
	Iteration 89Q: 3 clusters Score -3551695 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -3551700.500000 Penalty: 5316.100586
	Iteration 90Q: 3 clusters Score -3551700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -3551710.000000 Penalty: 5316.100586
	Iteration 91Q: 3 clusters Score -3551710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -3551718.000000 Penalty: 5316.100586
	Iteration 92Q: 3 clusters Score -3551718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -3551718.000000 Penalty: 5316.100586
	Iteration 93Q: 3 clusters Score -3551718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -3551725.500000 Penalty: 5316.100586
	Iteration 94Q: 3 clusters Score -3551726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -3551730.750000 Penalty: 5316.100586
	Iteration 95Q: 3 clusters Score -3551731 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -3551734.500000 Penalty: 5316.100586
	Iteration 96Q: 3 clusters Score -3551734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -3551732.500000 Penalty: 5316.100586
	Iteration 97Q: 3 clusters Score -3551732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -3551733.000000 Penalty: 5316.100586
	Iteration 98Q: 3 clusters Score -3551733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -3551733.750000 Penalty: 5316.100586
	Iteration 99Q: 3 clusters Score -3551734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -3551734.500000 Penalty: 5316.100586
	Iteration 100F: 3 clusters Score -3551734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -3551736.250000 Penalty: 5316.100586
	Iteration 101Q: 3 clusters Score -3551736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -3551736.250000 Penalty: 5316.100586
	Iteration 102Q: 3 clusters Score -3551736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -3551733.250000 Penalty: 5316.100586
	Iteration 103Q: 3 clusters Score -3551733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -3551733.750000 Penalty: 5316.100586
	Iteration 104Q: 3 clusters Score -3551734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -3551732.750000 Penalty: 5316.100586
	Iteration 105Q: 3 clusters Score -3551733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -3551737.000000 Penalty: 5316.100586
	Iteration 106Q: 3 clusters Score -3551737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -3551736.500000 Penalty: 5316.100586
	Iteration 107Q: 3 clusters Score -3551736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -3551732.500000 Penalty: 5316.100586
	Iteration 108Q: 3 clusters Score -3551732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -3551729.500000 Penalty: 5316.100586
	Iteration 109Q: 3 clusters Score -3551730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -3551733.250000 Penalty: 5316.100586
	Iteration 110Q: 3 clusters Score -3551733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -3551733.250000 Penalty: 5316.100586
	Iteration 111F: 3 clusters Score -3551733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Entering Unmasked Estep 
Score: -247012.859375 Penalty: 2084.142578
	Iteration 0F: 2 clusters Score -247012.9 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 2199 members 
Entering Unmasked Estep 
Score: -242831.593750 Penalty: 4168.285156
	Iteration 0F: 3 clusters Score -242831.6 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -244150.343750 Penalty: 4168.285156
	Iteration 1F: 3 clusters Score -244150.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -244651.984375 Penalty: 4168.285156
	Iteration 2F: 3 clusters Score -244652 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -245058.000000 Penalty: 4168.285156
	Iteration 3F: 3 clusters Score -245058 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -245420.437500 Penalty: 4168.285156
	Iteration 4F: 3 clusters Score -245420.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -245741.984375 Penalty: 4168.285156
	Iteration 5F: 3 clusters Score -245742 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -245969.734375 Penalty: 4168.285156
	Iteration 6F: 3 clusters Score -245969.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -246123.625000 Penalty: 4168.285156
	Iteration 7Q: 3 clusters Score -246123.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -246284.750000 Penalty: 4168.285156
	Iteration 8Q: 3 clusters Score -246284.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -246386.734375 Penalty: 4168.285156
	Iteration 9Q: 3 clusters Score -246386.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -246456.453125 Penalty: 4168.285156
	Iteration 10Q: 3 clusters Score -246456.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -246505.031250 Penalty: 4168.285156
	Iteration 11Q: 3 clusters Score -246505 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -246551.078125 Penalty: 4168.285156
	Iteration 12Q: 3 clusters Score -246551.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -246595.359375 Penalty: 4168.285156
	Iteration 13Q: 3 clusters Score -246595.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -246628.609375 Penalty: 4168.285156
	Iteration 14Q: 3 clusters Score -246628.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -246651.875000 Penalty: 4168.285156
	Iteration 15Q: 3 clusters Score -246651.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -246677.000000 Penalty: 4168.285156
	Iteration 16Q: 3 clusters Score -246677 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -246702.125000 Penalty: 4168.285156
	Iteration 17Q: 3 clusters Score -246702.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -246728.265625 Penalty: 4168.285156
	Iteration 18Q: 3 clusters Score -246728.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -246751.125000 Penalty: 4168.285156
	Iteration 19Q: 3 clusters Score -246751.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -246778.781250 Penalty: 4168.285156
	Iteration 20F: 3 clusters Score -246778.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -246798.296875 Penalty: 4168.285156
	Iteration 21Q: 3 clusters Score -246798.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -246814.296875 Penalty: 4168.285156
	Iteration 22Q: 3 clusters Score -246814.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -246828.125000 Penalty: 4168.285156
	Iteration 23Q: 3 clusters Score -246828.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -246841.062500 Penalty: 4168.285156
	Iteration 24Q: 3 clusters Score -246841.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -246849.250000 Penalty: 4168.285156
	Iteration 25Q: 3 clusters Score -246849.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -246858.421875 Penalty: 4168.285156
	Iteration 26Q: 3 clusters Score -246858.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -246861.453125 Penalty: 4168.285156
	Iteration 27Q: 3 clusters Score -246861.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -246866.859375 Penalty: 4168.285156
	Iteration 28Q: 3 clusters Score -246866.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -246871.703125 Penalty: 4168.285156
	Iteration 29Q: 3 clusters Score -246871.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -246876.187500 Penalty: 4168.285156
	Iteration 30Q: 3 clusters Score -246876.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -246878.281250 Penalty: 4168.285156
	Iteration 31Q: 3 clusters Score -246878.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -246882.062500 Penalty: 4168.285156
	Iteration 32Q: 3 clusters Score -246882.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -246886.812500 Penalty: 4168.285156
	Iteration 33Q: 3 clusters Score -246886.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -246890.375000 Penalty: 4168.285156
	Iteration 34Q: 3 clusters Score -246890.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -246892.859375 Penalty: 4168.285156
	Iteration 35Q: 3 clusters Score -246892.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -246894.250000 Penalty: 4168.285156
	Iteration 36Q: 3 clusters Score -246894.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -246895.250000 Penalty: 4168.285156
	Iteration 37Q: 3 clusters Score -246895.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -246896.046875 Penalty: 4168.285156
	Iteration 38Q: 3 clusters Score -246896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -246897.156250 Penalty: 4168.285156
	Iteration 39Q: 3 clusters Score -246897.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -246897.156250 Penalty: 4168.285156
	Iteration 40F: 3 clusters Score -246897.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Entering Unmasked Estep 
Score: -353420.562500 Penalty: 2109.570801
	Iteration 0F: 2 clusters Score -353420.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -348951.343750 Penalty: 4219.141602
	Iteration 0F: 3 clusters Score -348951.3 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -350120.281250 Penalty: 4219.141602
	Iteration 1F: 3 clusters Score -350120.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -350533.156250 Penalty: 4219.141602
	Iteration 2F: 3 clusters Score -350533.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -350896.625000 Penalty: 4219.141602
	Iteration 3F: 3 clusters Score -350896.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -351225.062500 Penalty: 4219.141602
	Iteration 4F: 3 clusters Score -351225.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -351588.625000 Penalty: 4219.141602
	Iteration 5F: 3 clusters Score -351588.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -351908.843750 Penalty: 4219.141602
	Iteration 6F: 3 clusters Score -351908.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -352129.062500 Penalty: 4219.141602
	Iteration 7Q: 3 clusters Score -352129.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -352293.250000 Penalty: 4219.141602
	Iteration 8Q: 3 clusters Score -352293.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -352407.593750 Penalty: 4219.141602
	Iteration 9Q: 3 clusters Score -352407.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -352485.625000 Penalty: 4219.141602
	Iteration 10Q: 3 clusters Score -352485.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -352536.781250 Penalty: 4219.141602
	Iteration 11Q: 3 clusters Score -352536.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -352573.343750 Penalty: 4219.141602
	Iteration 12Q: 3 clusters Score -352573.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -352594.375000 Penalty: 4219.141602
	Iteration 13Q: 3 clusters Score -352594.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -352604.843750 Penalty: 4219.141602
	Iteration 14Q: 3 clusters Score -352604.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -352613.875000 Penalty: 4219.141602
	Iteration 15Q: 3 clusters Score -352613.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -352618.000000 Penalty: 4219.141602
	Iteration 16Q: 3 clusters Score -352618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -352621.781250 Penalty: 4219.141602
	Iteration 17Q: 3 clusters Score -352621.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -352626.031250 Penalty: 4219.141602
	Iteration 18Q: 3 clusters Score -352626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -352632.625000 Penalty: 4219.141602
	Iteration 19Q: 3 clusters Score -352632.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -352636.093750 Penalty: 4219.141602
	Iteration 20F: 3 clusters Score -352636.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -352638.281250 Penalty: 4219.141602
	Iteration 21Q: 3 clusters Score -352638.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -352643.062500 Penalty: 4219.141602
	Iteration 22Q: 3 clusters Score -352643.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -352647.406250 Penalty: 4219.141602
	Iteration 23Q: 3 clusters Score -352647.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -352648.937500 Penalty: 4219.141602
	Iteration 24Q: 3 clusters Score -352648.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -352652.031250 Penalty: 4219.141602
	Iteration 25Q: 3 clusters Score -352652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -352654.031250 Penalty: 4219.141602
	Iteration 26Q: 3 clusters Score -352654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -352653.812500 Penalty: 4219.141602
	Iteration 27Q: 3 clusters Score -352653.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -352655.406250 Penalty: 4219.141602
	Iteration 28Q: 3 clusters Score -352655.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -352655.312500 Penalty: 4219.141602
	Iteration 29Q: 3 clusters Score -352655.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -352656.375000 Penalty: 4219.141602
	Iteration 30Q: 3 clusters Score -352656.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -352657.906250 Penalty: 4219.141602
	Iteration 31Q: 3 clusters Score -352657.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -352658.000000 Penalty: 4219.141602
	Iteration 32Q: 3 clusters Score -352658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -352659.593750 Penalty: 4219.141602
	Iteration 33Q: 3 clusters Score -352659.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -352659.718750 Penalty: 4219.141602
	Iteration 34Q: 3 clusters Score -352659.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -352661.187500 Penalty: 4219.141602
	Iteration 35Q: 3 clusters Score -352661.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -352661.875000 Penalty: 4219.141602
	Iteration 36Q: 3 clusters Score -352661.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -352661.875000 Penalty: 4219.141602
	Iteration 37F: 3 clusters Score -352661.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Entering Unmasked Estep 
Score: -548707.625000 Penalty: 2202.488525
	Iteration 0F: 2 clusters Score -548707.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -542829.812500 Penalty: 4404.977051
	Iteration 0F: 3 clusters Score -542829.8 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -544294.187500 Penalty: 4404.977051
	Iteration 1F: 3 clusters Score -544294.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -544548.812500 Penalty: 4404.977051
	Iteration 2F: 3 clusters Score -544548.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -544740.625000 Penalty: 4404.977051
	Iteration 3F: 3 clusters Score -544740.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -544917.312500 Penalty: 4404.977051
	Iteration 4Q: 3 clusters Score -544917.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -545107.437500 Penalty: 4404.977051
	Iteration 5Q: 3 clusters Score -545107.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -545274.500000 Penalty: 4404.977051
	Iteration 6Q: 3 clusters Score -545274.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -545428.250000 Penalty: 4404.977051
	Iteration 7Q: 3 clusters Score -545428.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -545596.375000 Penalty: 4404.977051
	Iteration 8Q: 3 clusters Score -545596.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -545750.625000 Penalty: 4404.977051
	Iteration 9Q: 3 clusters Score -545750.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -545901.375000 Penalty: 4404.977051
	Iteration 10Q: 3 clusters Score -545901.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -546037.500000 Penalty: 4404.977051
	Iteration 11Q: 3 clusters Score -546037.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -546154.687500 Penalty: 4404.977051
	Iteration 12Q: 3 clusters Score -546154.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -546259.125000 Penalty: 4404.977051
	Iteration 13Q: 3 clusters Score -546259.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -546355.562500 Penalty: 4404.977051
	Iteration 14Q: 3 clusters Score -546355.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -546449.062500 Penalty: 4404.977051
	Iteration 15Q: 3 clusters Score -546449.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -546521.687500 Penalty: 4404.977051
	Iteration 16Q: 3 clusters Score -546521.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -546589.187500 Penalty: 4404.977051
	Iteration 17Q: 3 clusters Score -546589.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -546647.750000 Penalty: 4404.977051
	Iteration 18Q: 3 clusters Score -546647.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -546702.437500 Penalty: 4404.977051
	Iteration 19Q: 3 clusters Score -546702.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -546769.187500 Penalty: 4404.977051
	Iteration 20F: 3 clusters Score -546769.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -546827.437500 Penalty: 4404.977051
	Iteration 21Q: 3 clusters Score -546827.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -546892.750000 Penalty: 4404.977051
	Iteration 22Q: 3 clusters Score -546892.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -546950.125000 Penalty: 4404.977051
	Iteration 23Q: 3 clusters Score -546950.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -546997.750000 Penalty: 4404.977051
	Iteration 24Q: 3 clusters Score -546997.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -547030.437500 Penalty: 4404.977051
	Iteration 25Q: 3 clusters Score -547030.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -547053.937500 Penalty: 4404.977051
	Iteration 26Q: 3 clusters Score -547053.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -547064.687500 Penalty: 4404.977051
	Iteration 27Q: 3 clusters Score -547064.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -547073.875000 Penalty: 4404.977051
	Iteration 28Q: 3 clusters Score -547073.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -547080.062500 Penalty: 4404.977051
	Iteration 29Q: 3 clusters Score -547080.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -547085.562500 Penalty: 4404.977051
	Iteration 30Q: 3 clusters Score -547085.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -547093.437500 Penalty: 4404.977051
	Iteration 31Q: 3 clusters Score -547093.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -547098.812500 Penalty: 4404.977051
	Iteration 32Q: 3 clusters Score -547098.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -547102.187500 Penalty: 4404.977051
	Iteration 33Q: 3 clusters Score -547102.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -547104.000000 Penalty: 4404.977051
	Iteration 34Q: 3 clusters Score -547104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -547106.625000 Penalty: 4404.977051
	Iteration 35Q: 3 clusters Score -547106.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -547107.375000 Penalty: 4404.977051
	Iteration 36Q: 3 clusters Score -547107.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -547108.750000 Penalty: 4404.977051
	Iteration 37Q: 3 clusters Score -547108.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -547112.187500 Penalty: 4404.977051
	Iteration 38Q: 3 clusters Score -547112.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -547113.125000 Penalty: 4404.977051
	Iteration 39Q: 3 clusters Score -547113.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -547112.750000 Penalty: 4404.977051
	Iteration 40F: 3 clusters Score -547112.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -547112.312500 Penalty: 4404.977051
	Iteration 41Q: 3 clusters Score -547112.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -547113.687500 Penalty: 4404.977051
	Iteration 42Q: 3 clusters Score -547113.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -547113.187500 Penalty: 4404.977051
	Iteration 43Q: 3 clusters Score -547113.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -547113.187500 Penalty: 4404.977051
	Iteration 44F: 3 clusters Score -547113.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Entering Unmasked Estep 
Score: -479394.031250 Penalty: 2174.336182
	Iteration 0F: 2 clusters Score -479394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -473955.968750 Penalty: 4348.672363
	Iteration 0F: 3 clusters Score -473956 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -475372.625000 Penalty: 4348.672363
	Iteration 1F: 3 clusters Score -475372.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -475668.031250 Penalty: 4348.672363
	Iteration 2F: 3 clusters Score -475668 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -475906.125000 Penalty: 4348.672363
	Iteration 3F: 3 clusters Score -475906.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -476064.281250 Penalty: 4348.672363
	Iteration 4Q: 3 clusters Score -476064.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -476212.437500 Penalty: 4348.672363
	Iteration 5Q: 3 clusters Score -476212.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -476326.218750 Penalty: 4348.672363
	Iteration 6Q: 3 clusters Score -476326.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -476453.687500 Penalty: 4348.672363
	Iteration 7Q: 3 clusters Score -476453.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -476592.156250 Penalty: 4348.672363
	Iteration 8Q: 3 clusters Score -476592.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -476730.218750 Penalty: 4348.672363
	Iteration 9Q: 3 clusters Score -476730.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -476858.812500 Penalty: 4348.672363
	Iteration 10Q: 3 clusters Score -476858.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -477005.531250 Penalty: 4348.672363
	Iteration 11Q: 3 clusters Score -477005.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -477128.781250 Penalty: 4348.672363
	Iteration 12Q: 3 clusters Score -477128.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -477230.281250 Penalty: 4348.672363
	Iteration 13Q: 3 clusters Score -477230.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -477316.312500 Penalty: 4348.672363
	Iteration 14Q: 3 clusters Score -477316.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -477375.875000 Penalty: 4348.672363
	Iteration 15Q: 3 clusters Score -477375.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -477431.687500 Penalty: 4348.672363
	Iteration 16Q: 3 clusters Score -477431.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -477476.906250 Penalty: 4348.672363
	Iteration 17Q: 3 clusters Score -477476.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -477518.343750 Penalty: 4348.672363
	Iteration 18Q: 3 clusters Score -477518.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -477547.125000 Penalty: 4348.672363
	Iteration 19Q: 3 clusters Score -477547.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -477570.562500 Penalty: 4348.672363
	Iteration 20F: 3 clusters Score -477570.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -477589.531250 Penalty: 4348.672363
	Iteration 21Q: 3 clusters Score -477589.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -477606.062500 Penalty: 4348.672363
	Iteration 22Q: 3 clusters Score -477606.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -477613.281250 Penalty: 4348.672363
	Iteration 23Q: 3 clusters Score -477613.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -477619.375000 Penalty: 4348.672363
	Iteration 24Q: 3 clusters Score -477619.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -477623.968750 Penalty: 4348.672363
	Iteration 25Q: 3 clusters Score -477624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -477628.968750 Penalty: 4348.672363
	Iteration 26Q: 3 clusters Score -477629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -477631.281250 Penalty: 4348.672363
	Iteration 27Q: 3 clusters Score -477631.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -477636.156250 Penalty: 4348.672363
	Iteration 28Q: 3 clusters Score -477636.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -477639.000000 Penalty: 4348.672363
	Iteration 29Q: 3 clusters Score -477639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -477642.250000 Penalty: 4348.672363
	Iteration 30Q: 3 clusters Score -477642.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -477642.250000 Penalty: 4348.672363
	Iteration 31F: 3 clusters Score -477642.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130008 members 
Entering Unmasked Estep 
Score: -9934610.000000 Penalty: 2920.287109
	Iteration 0F: 2 clusters Score -9934610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64634 members 
Mstep: Class 2 contains 65374 members 
Entering Unmasked Estep 
Score: -9847699.000000 Penalty: 5840.574219
	Iteration 0F: 3 clusters Score -9847699 nChanged 61897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59815 members 
Mstep: Class 2 contains 70193 members 
Entering Unmasked Estep 
Score: -9883642.000000 Penalty: 5840.574219
	Iteration 1F: 3 clusters Score -9883642 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56791 members 
Mstep: Class 2 contains 73217 members 
Entering Unmasked Estep 
Score: -9885127.000000 Penalty: 5840.574219
	Iteration 2Q: 3 clusters Score -9885127 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52164 members 
Mstep: Class 2 contains 77844 members 
Entering Unmasked Estep 
Score: -9887639.000000 Penalty: 5840.574219
	Iteration 3Q: 3 clusters Score -9887639 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 84534 members 
Entering Unmasked Estep 
Score: -9891754.000000 Penalty: 5840.574219
	Iteration 4F: 3 clusters Score -9891754 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 93716 members 
Entering Unmasked Estep 
Score: -9898710.000000 Penalty: 5840.574219
	Iteration 5F: 3 clusters Score -9898710 nChanged 11023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 104641 members 
Entering Unmasked Estep 
Score: -9908306.000000 Penalty: 5840.574219
	Iteration 6F: 3 clusters Score -9908306 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 115283 members 
Entering Unmasked Estep 
Score: -9918431.000000 Penalty: 5840.574219
	Iteration 7F: 3 clusters Score -9918431 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 123047 members 
Entering Unmasked Estep 
Score: -9926081.000000 Penalty: 5840.574219
	Iteration 8F: 3 clusters Score -9926081 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 127158 members 
Entering Unmasked Estep 
Score: -9929816.000000 Penalty: 5840.574219
	Iteration 9Q: 3 clusters Score -9929816 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 128782 members 
Entering Unmasked Estep 
Score: -9931124.000000 Penalty: 5840.574219
	Iteration 10Q: 3 clusters Score -9931124 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 129338 members 
Entering Unmasked Estep 
Score: -9931617.000000 Penalty: 5840.574219
	Iteration 11Q: 3 clusters Score -9931617 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 129510 members 
Entering Unmasked Estep 
Score: -9931776.000000 Penalty: 5840.574219
	Iteration 12Q: 3 clusters Score -9931776 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 129583 members 
Entering Unmasked Estep 
Score: -9931870.000000 Penalty: 5840.574219
	Iteration 13Q: 3 clusters Score -9931870 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 129620 members 
Entering Unmasked Estep 
Score: -9931912.000000 Penalty: 5840.574219
	Iteration 14Q: 3 clusters Score -9931912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 129641 members 
Entering Unmasked Estep 
Score: -9931973.000000 Penalty: 5840.574219
	Iteration 15Q: 3 clusters Score -9931973 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 129657 members 
Entering Unmasked Estep 
Score: -9931991.000000 Penalty: 5840.574219
	Iteration 16Q: 3 clusters Score -9931991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 129667 members 
Entering Unmasked Estep 
Score: -9932003.000000 Penalty: 5840.574219
	Iteration 17Q: 3 clusters Score -9932003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 129670 members 
Entering Unmasked Estep 
Score: -9932013.000000 Penalty: 5840.574219
	Iteration 18Q: 3 clusters Score -9932013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 129666 members 
Entering Unmasked Estep 
Score: -9932014.000000 Penalty: 5840.574219
	Iteration 19Q: 3 clusters Score -9932014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 129669 members 
Entering Unmasked Estep 
Score: -9932018.000000 Penalty: 5840.574219
	Iteration 20F: 3 clusters Score -9932018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 129670 members 
Entering Unmasked Estep 
Score: -9932022.000000 Penalty: 5840.574219
	Iteration 21Q: 3 clusters Score -9932022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 129670 members 
Entering Unmasked Estep 
Score: -9932022.000000 Penalty: 5840.574219
	Iteration 22F: 3 clusters Score -9932022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Entering Unmasked Estep 
Score: -1584799.250000 Penalty: 2498.485352
	Iteration 0F: 2 clusters Score -1584799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1568174.625000 Penalty: 4996.970703
	Iteration 0F: 3 clusters Score -1568175 nChanged 10657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1574101.750000 Penalty: 4996.970703
	Iteration 1F: 3 clusters Score -1574102 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1574644.000000 Penalty: 4996.970703
	Iteration 2F: 3 clusters Score -1574644 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1575202.875000 Penalty: 4996.970703
	Iteration 3F: 3 clusters Score -1575203 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1575709.375000 Penalty: 4996.970703
	Iteration 4Q: 3 clusters Score -1575709 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1576234.500000 Penalty: 4996.970703
	Iteration 5Q: 3 clusters Score -1576234 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1576784.625000 Penalty: 4996.970703
	Iteration 6Q: 3 clusters Score -1576785 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1577302.500000 Penalty: 4996.970703
	Iteration 7Q: 3 clusters Score -1577302 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1577812.750000 Penalty: 4996.970703
	Iteration 8Q: 3 clusters Score -1577813 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1578384.500000 Penalty: 4996.970703
	Iteration 9Q: 3 clusters Score -1578384 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1578979.125000 Penalty: 4996.970703
	Iteration 10Q: 3 clusters Score -1578979 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1579551.625000 Penalty: 4996.970703
	Iteration 11Q: 3 clusters Score -1579552 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1580005.500000 Penalty: 4996.970703
	Iteration 12Q: 3 clusters Score -1580006 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1580303.125000 Penalty: 4996.970703
	Iteration 13Q: 3 clusters Score -1580303 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1580505.500000 Penalty: 4996.970703
	Iteration 14Q: 3 clusters Score -1580506 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1580657.375000 Penalty: 4996.970703
	Iteration 15Q: 3 clusters Score -1580657 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1580772.000000 Penalty: 4996.970703
	Iteration 16Q: 3 clusters Score -1580772 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1580914.000000 Penalty: 4996.970703
	Iteration 17Q: 3 clusters Score -1580914 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1581054.875000 Penalty: 4996.970703
	Iteration 18Q: 3 clusters Score -1581055 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1581192.125000 Penalty: 4996.970703
	Iteration 19Q: 3 clusters Score -1581192 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1581343.750000 Penalty: 4996.970703
	Iteration 20F: 3 clusters Score -1581344 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1581512.500000 Penalty: 4996.970703
	Iteration 21Q: 3 clusters Score -1581512 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1581704.375000 Penalty: 4996.970703
	Iteration 22Q: 3 clusters Score -1581704 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1581924.750000 Penalty: 4996.970703
	Iteration 23Q: 3 clusters Score -1581925 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1582135.000000 Penalty: 4996.970703
	Iteration 24Q: 3 clusters Score -1582135 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1582357.125000 Penalty: 4996.970703
	Iteration 25Q: 3 clusters Score -1582357 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1582542.125000 Penalty: 4996.970703
	Iteration 26Q: 3 clusters Score -1582542 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1582696.750000 Penalty: 4996.970703
	Iteration 27Q: 3 clusters Score -1582697 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1582838.625000 Penalty: 4996.970703
	Iteration 28Q: 3 clusters Score -1582839 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1582961.250000 Penalty: 4996.970703
	Iteration 29Q: 3 clusters Score -1582961 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1583073.000000 Penalty: 4996.970703
	Iteration 30Q: 3 clusters Score -1583073 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1583166.375000 Penalty: 4996.970703
	Iteration 31Q: 3 clusters Score -1583166 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1583274.500000 Penalty: 4996.970703
	Iteration 32Q: 3 clusters Score -1583274 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1583359.875000 Penalty: 4996.970703
	Iteration 33Q: 3 clusters Score -1583360 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1583424.625000 Penalty: 4996.970703
	Iteration 34Q: 3 clusters Score -1583425 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1583487.375000 Penalty: 4996.970703
	Iteration 35Q: 3 clusters Score -1583487 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1583553.250000 Penalty: 4996.970703
	Iteration 36Q: 3 clusters Score -1583553 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1583594.750000 Penalty: 4996.970703
	Iteration 37Q: 3 clusters Score -1583595 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1583616.875000 Penalty: 4996.970703
	Iteration 38Q: 3 clusters Score -1583617 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1583636.875000 Penalty: 4996.970703
	Iteration 39Q: 3 clusters Score -1583637 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1583652.000000 Penalty: 4996.970703
	Iteration 40F: 3 clusters Score -1583652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1583664.375000 Penalty: 4996.970703
	Iteration 41Q: 3 clusters Score -1583664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1583674.875000 Penalty: 4996.970703
	Iteration 42Q: 3 clusters Score -1583675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1583680.250000 Penalty: 4996.970703
	Iteration 43Q: 3 clusters Score -1583680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1583685.750000 Penalty: 4996.970703
	Iteration 44Q: 3 clusters Score -1583686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1583693.625000 Penalty: 4996.970703
	Iteration 45Q: 3 clusters Score -1583694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1583696.250000 Penalty: 4996.970703
	Iteration 46Q: 3 clusters Score -1583696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1583696.250000 Penalty: 4996.970703
	Iteration 47Q: 3 clusters Score -1583696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1583699.125000 Penalty: 4996.970703
	Iteration 48Q: 3 clusters Score -1583699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1583704.500000 Penalty: 4996.970703
	Iteration 49Q: 3 clusters Score -1583704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1583701.750000 Penalty: 4996.970703
	Iteration 50Q: 3 clusters Score -1583702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1583703.125000 Penalty: 4996.970703
	Iteration 51Q: 3 clusters Score -1583703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1583704.000000 Penalty: 4996.970703
	Iteration 52Q: 3 clusters Score -1583704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1583704.000000 Penalty: 4996.970703
	Iteration 53F: 3 clusters Score -1583704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Entering Unmasked Estep 
Score: -2111238.750000 Penalty: 2540.755615
	Iteration 0F: 2 clusters Score -2111239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2091888.375000 Penalty: 5081.511230
	Iteration 0F: 3 clusters Score -2091888 nChanged 12719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2098656.500000 Penalty: 5081.511230
	Iteration 1F: 3 clusters Score -2098656 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2099081.000000 Penalty: 5081.511230
	Iteration 2Q: 3 clusters Score -2099081 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2099387.750000 Penalty: 5081.511230
	Iteration 3Q: 3 clusters Score -2099388 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2099639.000000 Penalty: 5081.511230
	Iteration 4Q: 3 clusters Score -2099639 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2099825.750000 Penalty: 5081.511230
	Iteration 5Q: 3 clusters Score -2099826 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2100048.250000 Penalty: 5081.511230
	Iteration 6Q: 3 clusters Score -2100048 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2100283.750000 Penalty: 5081.511230
	Iteration 7Q: 3 clusters Score -2100284 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2100595.250000 Penalty: 5081.511230
	Iteration 8Q: 3 clusters Score -2100595 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2101044.250000 Penalty: 5081.511230
	Iteration 9Q: 3 clusters Score -2101044 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2101700.750000 Penalty: 5081.511230
	Iteration 10Q: 3 clusters Score -2101701 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2102660.000000 Penalty: 5081.511230
	Iteration 11F: 3 clusters Score -2102660 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2103939.750000 Penalty: 5081.511230
	Iteration 12F: 3 clusters Score -2103940 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -2105348.750000 Penalty: 5081.511230
	Iteration 13F: 3 clusters Score -2105349 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -2106564.500000 Penalty: 5081.511230
	Iteration 14F: 3 clusters Score -2106564 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -2107463.000000 Penalty: 5081.511230
	Iteration 15Q: 3 clusters Score -2107463 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -2108115.250000 Penalty: 5081.511230
	Iteration 16Q: 3 clusters Score -2108115 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -2108630.250000 Penalty: 5081.511230
	Iteration 17Q: 3 clusters Score -2108630 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -2109099.000000 Penalty: 5081.511230
	Iteration 18Q: 3 clusters Score -2109099 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -2109431.250000 Penalty: 5081.511230
	Iteration 19Q: 3 clusters Score -2109431 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -2109688.000000 Penalty: 5081.511230
	Iteration 20F: 3 clusters Score -2109688 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -2109821.500000 Penalty: 5081.511230
	Iteration 21Q: 3 clusters Score -2109822 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -2109870.750000 Penalty: 5081.511230
	Iteration 22Q: 3 clusters Score -2109871 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -2109902.500000 Penalty: 5081.511230
	Iteration 23Q: 3 clusters Score -2109902 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -2109917.250000 Penalty: 5081.511230
	Iteration 24Q: 3 clusters Score -2109917 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -2109931.000000 Penalty: 5081.511230
	Iteration 25Q: 3 clusters Score -2109931 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -2109932.750000 Penalty: 5081.511230
	Iteration 26Q: 3 clusters Score -2109933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -2109944.000000 Penalty: 5081.511230
	Iteration 27Q: 3 clusters Score -2109944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -2109946.750000 Penalty: 5081.511230
	Iteration 28Q: 3 clusters Score -2109947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -2109944.750000 Penalty: 5081.511230
	Iteration 29Q: 3 clusters Score -2109945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -2109950.250000 Penalty: 5081.511230
	Iteration 30Q: 3 clusters Score -2109950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -2109946.500000 Penalty: 5081.511230
	Iteration 31Q: 3 clusters Score -2109946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -2109948.000000 Penalty: 5081.511230
	Iteration 32Q: 3 clusters Score -2109948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -2109947.500000 Penalty: 5081.511230
	Iteration 33Q: 3 clusters Score -2109948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -2109948.000000 Penalty: 5081.511230
	Iteration 34Q: 3 clusters Score -2109948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -2109948.250000 Penalty: 5081.511230
	Iteration 35Q: 3 clusters Score -2109948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -2109947.250000 Penalty: 5081.511230
	Iteration 36Q: 3 clusters Score -2109947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -2109949.250000 Penalty: 5081.511230
	Iteration 37Q: 3 clusters Score -2109949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -2109948.500000 Penalty: 5081.511230
	Iteration 38Q: 3 clusters Score -2109948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -2109950.000000 Penalty: 5081.511230
	Iteration 39Q: 3 clusters Score -2109950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -2109947.500000 Penalty: 5081.511230
	Iteration 40F: 3 clusters Score -2109948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -2109950.250000 Penalty: 5081.511230
	Iteration 41Q: 3 clusters Score -2109950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -2109950.250000 Penalty: 5081.511230
	Iteration 42F: 3 clusters Score -2109950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Entering Unmasked Estep 
Score: -179780.796875 Penalty: 1954.720459
	Iteration 0F: 2 clusters Score -179780.8 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 1326 members 
Entering Unmasked Estep 
Score: -176762.343750 Penalty: 3909.440918
	Iteration 0F: 3 clusters Score -176762.3 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -177478.796875 Penalty: 3909.440918
	Iteration 1F: 3 clusters Score -177478.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -177806.390625 Penalty: 3909.440918
	Iteration 2F: 3 clusters Score -177806.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -178130.187500 Penalty: 3909.440918
	Iteration 3F: 3 clusters Score -178130.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -178423.625000 Penalty: 3909.440918
	Iteration 4F: 3 clusters Score -178423.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -178579.078125 Penalty: 3909.440918
	Iteration 5Q: 3 clusters Score -178579.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -178685.406250 Penalty: 3909.440918
	Iteration 6Q: 3 clusters Score -178685.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -178762.234375 Penalty: 3909.440918
	Iteration 7Q: 3 clusters Score -178762.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -178826.109375 Penalty: 3909.440918
	Iteration 8Q: 3 clusters Score -178826.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -178899.546875 Penalty: 3909.440918
	Iteration 9Q: 3 clusters Score -178899.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -178972.859375 Penalty: 3909.440918
	Iteration 10Q: 3 clusters Score -178972.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -179081.968750 Penalty: 3909.440918
	Iteration 11Q: 3 clusters Score -179082 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -179200.015625 Penalty: 3909.440918
	Iteration 12Q: 3 clusters Score -179200 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -179288.625000 Penalty: 3909.440918
	Iteration 13Q: 3 clusters Score -179288.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -179371.656250 Penalty: 3909.440918
	Iteration 14Q: 3 clusters Score -179371.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -179446.406250 Penalty: 3909.440918
	Iteration 15Q: 3 clusters Score -179446.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -179500.265625 Penalty: 3909.440918
	Iteration 16Q: 3 clusters Score -179500.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -179516.578125 Penalty: 3909.440918
	Iteration 17Q: 3 clusters Score -179516.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -179526.406250 Penalty: 3909.440918
	Iteration 18Q: 3 clusters Score -179526.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -179537.171875 Penalty: 3909.440918
	Iteration 19Q: 3 clusters Score -179537.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -179543.421875 Penalty: 3909.440918
	Iteration 20F: 3 clusters Score -179543.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -179555.046875 Penalty: 3909.440918
	Iteration 21Q: 3 clusters Score -179555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -179566.687500 Penalty: 3909.440918
	Iteration 22Q: 3 clusters Score -179566.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -179571.093750 Penalty: 3909.440918
	Iteration 23Q: 3 clusters Score -179571.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -179574.593750 Penalty: 3909.440918
	Iteration 24Q: 3 clusters Score -179574.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -179575.875000 Penalty: 3909.440918
	Iteration 25Q: 3 clusters Score -179575.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -179578.921875 Penalty: 3909.440918
	Iteration 26Q: 3 clusters Score -179578.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -179581.250000 Penalty: 3909.440918
	Iteration 27Q: 3 clusters Score -179581.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -179581.718750 Penalty: 3909.440918
	Iteration 28Q: 3 clusters Score -179581.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -179581.718750 Penalty: 3909.440918
	Iteration 29F: 3 clusters Score -179581.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Entering Unmasked Estep 
Score: -882703.625000 Penalty: 2320.694580
	Iteration 0F: 2 clusters Score -882703.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -874047.687500 Penalty: 4641.389160
	Iteration 0F: 3 clusters Score -874047.7 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -876595.125000 Penalty: 4641.389160
	Iteration 1F: 3 clusters Score -876595.1 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -876943.562500 Penalty: 4641.389160
	Iteration 2F: 3 clusters Score -876943.6 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -877260.375000 Penalty: 4641.389160
	Iteration 3F: 3 clusters Score -877260.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -877569.500000 Penalty: 4641.389160
	Iteration 4F: 3 clusters Score -877569.5 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -877929.750000 Penalty: 4641.389160
	Iteration 5F: 3 clusters Score -877929.8 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -878392.062500 Penalty: 4641.389160
	Iteration 6F: 3 clusters Score -878392.1 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -878923.375000 Penalty: 4641.389160
	Iteration 7F: 3 clusters Score -878923.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -879439.312500 Penalty: 4641.389160
	Iteration 8F: 3 clusters Score -879439.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -879857.562500 Penalty: 4641.389160
	Iteration 9Q: 3 clusters Score -879857.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -880169.062500 Penalty: 4641.389160
	Iteration 10Q: 3 clusters Score -880169.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -880358.937500 Penalty: 4641.389160
	Iteration 11Q: 3 clusters Score -880358.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -880451.875000 Penalty: 4641.389160
	Iteration 12Q: 3 clusters Score -880451.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -880514.562500 Penalty: 4641.389160
	Iteration 13Q: 3 clusters Score -880514.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -880555.187500 Penalty: 4641.389160
	Iteration 14Q: 3 clusters Score -880555.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -880590.000000 Penalty: 4641.389160
	Iteration 15Q: 3 clusters Score -880590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -880604.250000 Penalty: 4641.389160
	Iteration 16Q: 3 clusters Score -880604.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -880620.062500 Penalty: 4641.389160
	Iteration 17Q: 3 clusters Score -880620.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -880629.875000 Penalty: 4641.389160
	Iteration 18Q: 3 clusters Score -880629.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -880637.687500 Penalty: 4641.389160
	Iteration 19Q: 3 clusters Score -880637.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -880644.750000 Penalty: 4641.389160
	Iteration 20F: 3 clusters Score -880644.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -880644.937500 Penalty: 4641.389160
	Iteration 21Q: 3 clusters Score -880644.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -880645.937500 Penalty: 4641.389160
	Iteration 22Q: 3 clusters Score -880645.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -880647.812500 Penalty: 4641.389160
	Iteration 23Q: 3 clusters Score -880647.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -880647.812500 Penalty: 4641.389160
	Iteration 24F: 3 clusters Score -880647.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Entering Unmasked Estep 
Score: -256854.640625 Penalty: 2051.914062
	Iteration 0F: 2 clusters Score -256854.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -253066.031250 Penalty: 4103.828125
	Iteration 0F: 3 clusters Score -253066 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -254011.359375 Penalty: 4103.828125
	Iteration 1F: 3 clusters Score -254011.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -254272.500000 Penalty: 4103.828125
	Iteration 2F: 3 clusters Score -254272.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -254473.296875 Penalty: 4103.828125
	Iteration 3F: 3 clusters Score -254473.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -254660.953125 Penalty: 4103.828125
	Iteration 4Q: 3 clusters Score -254661 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -254843.062500 Penalty: 4103.828125
	Iteration 5Q: 3 clusters Score -254843.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -254977.734375 Penalty: 4103.828125
	Iteration 6Q: 3 clusters Score -254977.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -255091.625000 Penalty: 4103.828125
	Iteration 7Q: 3 clusters Score -255091.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -255190.375000 Penalty: 4103.828125
	Iteration 8Q: 3 clusters Score -255190.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -255268.031250 Penalty: 4103.828125
	Iteration 9Q: 3 clusters Score -255268 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -255354.062500 Penalty: 4103.828125
	Iteration 10Q: 3 clusters Score -255354.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -255422.468750 Penalty: 4103.828125
	Iteration 11Q: 3 clusters Score -255422.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -255477.234375 Penalty: 4103.828125
	Iteration 12Q: 3 clusters Score -255477.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -255514.328125 Penalty: 4103.828125
	Iteration 13Q: 3 clusters Score -255514.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -255552.031250 Penalty: 4103.828125
	Iteration 14Q: 3 clusters Score -255552 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -255584.187500 Penalty: 4103.828125
	Iteration 15Q: 3 clusters Score -255584.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -255623.000000 Penalty: 4103.828125
	Iteration 16Q: 3 clusters Score -255623 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -255653.281250 Penalty: 4103.828125
	Iteration 17Q: 3 clusters Score -255653.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -255674.125000 Penalty: 4103.828125
	Iteration 18Q: 3 clusters Score -255674.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -255692.703125 Penalty: 4103.828125
	Iteration 19Q: 3 clusters Score -255692.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -255707.015625 Penalty: 4103.828125
	Iteration 20F: 3 clusters Score -255707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -255715.750000 Penalty: 4103.828125
	Iteration 21Q: 3 clusters Score -255715.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -255723.156250 Penalty: 4103.828125
	Iteration 22Q: 3 clusters Score -255723.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -255728.781250 Penalty: 4103.828125
	Iteration 23Q: 3 clusters Score -255728.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -255735.359375 Penalty: 4103.828125
	Iteration 24Q: 3 clusters Score -255735.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -255737.890625 Penalty: 4103.828125
	Iteration 25Q: 3 clusters Score -255737.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -255738.437500 Penalty: 4103.828125
	Iteration 26Q: 3 clusters Score -255738.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -255740.796875 Penalty: 4103.828125
	Iteration 27Q: 3 clusters Score -255740.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -255742.000000 Penalty: 4103.828125
	Iteration 28Q: 3 clusters Score -255742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -255744.234375 Penalty: 4103.828125
	Iteration 29Q: 3 clusters Score -255744.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -255745.593750 Penalty: 4103.828125
	Iteration 30Q: 3 clusters Score -255745.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -255747.406250 Penalty: 4103.828125
	Iteration 31Q: 3 clusters Score -255747.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -255747.359375 Penalty: 4103.828125
	Iteration 32Q: 3 clusters Score -255747.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -255747.359375 Penalty: 4103.828125
	Iteration 33F: 3 clusters Score -255747.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Entering Unmasked Estep 
Score: -952256.625000 Penalty: 2336.449707
	Iteration 0F: 2 clusters Score -952256.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -943026.875000 Penalty: 4672.899414
	Iteration 0F: 3 clusters Score -943026.9 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -945887.937500 Penalty: 4672.899414
	Iteration 1F: 3 clusters Score -945887.9 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -946188.187500 Penalty: 4672.899414
	Iteration 2F: 3 clusters Score -946188.2 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -946405.937500 Penalty: 4672.899414
	Iteration 3Q: 3 clusters Score -946405.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -946603.625000 Penalty: 4672.899414
	Iteration 4Q: 3 clusters Score -946603.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -946822.937500 Penalty: 4672.899414
	Iteration 5Q: 3 clusters Score -946822.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -947075.312500 Penalty: 4672.899414
	Iteration 6Q: 3 clusters Score -947075.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -947369.375000 Penalty: 4672.899414
	Iteration 7Q: 3 clusters Score -947369.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -947734.312500 Penalty: 4672.899414
	Iteration 8Q: 3 clusters Score -947734.3 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -948122.250000 Penalty: 4672.899414
	Iteration 9Q: 3 clusters Score -948122.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -948496.187500 Penalty: 4672.899414
	Iteration 10Q: 3 clusters Score -948496.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -948774.500000 Penalty: 4672.899414
	Iteration 11Q: 3 clusters Score -948774.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -949018.687500 Penalty: 4672.899414
	Iteration 12Q: 3 clusters Score -949018.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -949274.062500 Penalty: 4672.899414
	Iteration 13Q: 3 clusters Score -949274.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -949513.437500 Penalty: 4672.899414
	Iteration 14Q: 3 clusters Score -949513.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -949705.875000 Penalty: 4672.899414
	Iteration 15Q: 3 clusters Score -949705.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -949856.187500 Penalty: 4672.899414
	Iteration 16Q: 3 clusters Score -949856.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -949971.500000 Penalty: 4672.899414
	Iteration 17Q: 3 clusters Score -949971.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -950077.937500 Penalty: 4672.899414
	Iteration 18Q: 3 clusters Score -950077.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -950163.250000 Penalty: 4672.899414
	Iteration 19Q: 3 clusters Score -950163.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -950234.562500 Penalty: 4672.899414
	Iteration 20F: 3 clusters Score -950234.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -950287.500000 Penalty: 4672.899414
	Iteration 21Q: 3 clusters Score -950287.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -950336.062500 Penalty: 4672.899414
	Iteration 22Q: 3 clusters Score -950336.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -950371.562500 Penalty: 4672.899414
	Iteration 23Q: 3 clusters Score -950371.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -950404.500000 Penalty: 4672.899414
	Iteration 24Q: 3 clusters Score -950404.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -950438.125000 Penalty: 4672.899414
	Iteration 25Q: 3 clusters Score -950438.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -950463.062500 Penalty: 4672.899414
	Iteration 26Q: 3 clusters Score -950463.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -950490.687500 Penalty: 4672.899414
	Iteration 27Q: 3 clusters Score -950490.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -950518.937500 Penalty: 4672.899414
	Iteration 28Q: 3 clusters Score -950518.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -950541.000000 Penalty: 4672.899414
	Iteration 29Q: 3 clusters Score -950541 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -950567.562500 Penalty: 4672.899414
	Iteration 30Q: 3 clusters Score -950567.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -950600.500000 Penalty: 4672.899414
	Iteration 31Q: 3 clusters Score -950600.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -950645.875000 Penalty: 4672.899414
	Iteration 32Q: 3 clusters Score -950645.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -950697.125000 Penalty: 4672.899414
	Iteration 33Q: 3 clusters Score -950697.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -950733.500000 Penalty: 4672.899414
	Iteration 34Q: 3 clusters Score -950733.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -950769.312500 Penalty: 4672.899414
	Iteration 35Q: 3 clusters Score -950769.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -950829.937500 Penalty: 4672.899414
	Iteration 36Q: 3 clusters Score -950829.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -950889.062500 Penalty: 4672.899414
	Iteration 37Q: 3 clusters Score -950889.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -950950.687500 Penalty: 4672.899414
	Iteration 38Q: 3 clusters Score -950950.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -950990.562500 Penalty: 4672.899414
	Iteration 39Q: 3 clusters Score -950990.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -951011.125000 Penalty: 4672.899414
	Iteration 40F: 3 clusters Score -951011.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -951025.812500 Penalty: 4672.899414
	Iteration 41Q: 3 clusters Score -951025.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -951035.000000 Penalty: 4672.899414
	Iteration 42Q: 3 clusters Score -951035 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -951048.125000 Penalty: 4672.899414
	Iteration 43Q: 3 clusters Score -951048.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -951058.000000 Penalty: 4672.899414
	Iteration 44Q: 3 clusters Score -951058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -951064.625000 Penalty: 4672.899414
	Iteration 45Q: 3 clusters Score -951064.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -951069.250000 Penalty: 4672.899414
	Iteration 46Q: 3 clusters Score -951069.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -951072.937500 Penalty: 4672.899414
	Iteration 47Q: 3 clusters Score -951072.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -951073.625000 Penalty: 4672.899414
	Iteration 48Q: 3 clusters Score -951073.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -951073.500000 Penalty: 4672.899414
	Iteration 49Q: 3 clusters Score -951073.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -951077.750000 Penalty: 4672.899414
	Iteration 50Q: 3 clusters Score -951077.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -951077.500000 Penalty: 4672.899414
	Iteration 51Q: 3 clusters Score -951077.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -951078.125000 Penalty: 4672.899414
	Iteration 52Q: 3 clusters Score -951078.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -951078.437500 Penalty: 4672.899414
	Iteration 53Q: 3 clusters Score -951078.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -951079.375000 Penalty: 4672.899414
	Iteration 54Q: 3 clusters Score -951079.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -951079.062500 Penalty: 4672.899414
	Iteration 55Q: 3 clusters Score -951079.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -951079.062500 Penalty: 4672.899414
	Iteration 56F: 3 clusters Score -951079.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Entering Unmasked Estep 
Score: -788282.312500 Penalty: 2304.304688
	Iteration 0F: 2 clusters Score -788282.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -780087.437500 Penalty: 4608.609375
	Iteration 0F: 3 clusters Score -780087.4 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -782456.187500 Penalty: 4608.609375
	Iteration 1F: 3 clusters Score -782456.2 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -782781.625000 Penalty: 4608.609375
	Iteration 2F: 3 clusters Score -782781.6 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -783056.437500 Penalty: 4608.609375
	Iteration 3F: 3 clusters Score -783056.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -783313.187500 Penalty: 4608.609375
	Iteration 4Q: 3 clusters Score -783313.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -783606.375000 Penalty: 4608.609375
	Iteration 5Q: 3 clusters Score -783606.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -784006.812500 Penalty: 4608.609375
	Iteration 6F: 3 clusters Score -784006.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -784428.125000 Penalty: 4608.609375
	Iteration 7F: 3 clusters Score -784428.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -784800.500000 Penalty: 4608.609375
	Iteration 8F: 3 clusters Score -784800.5 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -785135.250000 Penalty: 4608.609375
	Iteration 9Q: 3 clusters Score -785135.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -785415.250000 Penalty: 4608.609375
	Iteration 10Q: 3 clusters Score -785415.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -785661.500000 Penalty: 4608.609375
	Iteration 11Q: 3 clusters Score -785661.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -785894.937500 Penalty: 4608.609375
	Iteration 12Q: 3 clusters Score -785894.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -786061.375000 Penalty: 4608.609375
	Iteration 13Q: 3 clusters Score -786061.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -786210.937500 Penalty: 4608.609375
	Iteration 14Q: 3 clusters Score -786210.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -786306.625000 Penalty: 4608.609375
	Iteration 15Q: 3 clusters Score -786306.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -786376.687500 Penalty: 4608.609375
	Iteration 16Q: 3 clusters Score -786376.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -786421.875000 Penalty: 4608.609375
	Iteration 17Q: 3 clusters Score -786421.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -786450.250000 Penalty: 4608.609375
	Iteration 18Q: 3 clusters Score -786450.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -786476.312500 Penalty: 4608.609375
	Iteration 19Q: 3 clusters Score -786476.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -786495.562500 Penalty: 4608.609375
	Iteration 20F: 3 clusters Score -786495.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -786509.812500 Penalty: 4608.609375
	Iteration 21Q: 3 clusters Score -786509.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -786522.812500 Penalty: 4608.609375
	Iteration 22Q: 3 clusters Score -786522.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -786531.687500 Penalty: 4608.609375
	Iteration 23Q: 3 clusters Score -786531.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -786540.812500 Penalty: 4608.609375
	Iteration 24Q: 3 clusters Score -786540.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -786545.812500 Penalty: 4608.609375
	Iteration 25Q: 3 clusters Score -786545.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -786555.687500 Penalty: 4608.609375
	Iteration 26Q: 3 clusters Score -786555.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -786561.250000 Penalty: 4608.609375
	Iteration 27Q: 3 clusters Score -786561.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -786568.500000 Penalty: 4608.609375
	Iteration 28Q: 3 clusters Score -786568.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -786574.875000 Penalty: 4608.609375
	Iteration 29Q: 3 clusters Score -786574.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -786577.500000 Penalty: 4608.609375
	Iteration 30Q: 3 clusters Score -786577.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -786576.750000 Penalty: 4608.609375
	Iteration 31Q: 3 clusters Score -786576.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -786576.125000 Penalty: 4608.609375
	Iteration 32Q: 3 clusters Score -786576.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -786576.125000 Penalty: 4608.609375
	Iteration 33F: 3 clusters Score -786576.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -64546.382812 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -64546.38 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 460 members 
Entering Unmasked Estep 
Score: -62691.832031 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -62691.83 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -63027.894531 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -63027.89 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -63121.886719 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -63121.89 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -63179.468750 Penalty: 3399.759766
	Iteration 3Q: 3 clusters Score -63179.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -63232.406250 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -63232.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -63261.500000 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -63261.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -63290.054688 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -63290.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -63314.937500 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -63314.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -63349.082031 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -63349.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -63366.683594 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -63366.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -63384.976562 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -63384.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -63410.714844 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -63410.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -63440.972656 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -63440.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -63476.468750 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -63476.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -63514.585938 Penalty: 3399.759766
	Iteration 14Q: 3 clusters Score -63514.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -63548.953125 Penalty: 3399.759766
	Iteration 15Q: 3 clusters Score -63548.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -63574.367188 Penalty: 3399.759766
	Iteration 16Q: 3 clusters Score -63574.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -63587.656250 Penalty: 3399.759766
	Iteration 17Q: 3 clusters Score -63587.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -63598.394531 Penalty: 3399.759766
	Iteration 18Q: 3 clusters Score -63598.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -63603.378906 Penalty: 3399.759766
	Iteration 19Q: 3 clusters Score -63603.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -63607.382812 Penalty: 3399.759766
	Iteration 20F: 3 clusters Score -63607.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -63612.609375 Penalty: 3399.759766
	Iteration 21Q: 3 clusters Score -63612.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -63624.355469 Penalty: 3399.759766
	Iteration 22Q: 3 clusters Score -63624.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -63632.367188 Penalty: 3399.759766
	Iteration 23Q: 3 clusters Score -63632.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -63639.066406 Penalty: 3399.759766
	Iteration 24Q: 3 clusters Score -63639.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -63643.550781 Penalty: 3399.759766
	Iteration 25Q: 3 clusters Score -63643.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -63649.894531 Penalty: 3399.759766
	Iteration 26Q: 3 clusters Score -63649.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -63649.894531 Penalty: 3399.759766
	Iteration 27F: 3 clusters Score -63649.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Entering Unmasked Estep 
Score: -950917.437500 Penalty: 2345.850342
	Iteration 0F: 2 clusters Score -950917.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -941468.937500 Penalty: 4691.700684
	Iteration 0F: 3 clusters Score -941468.9 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -944421.062500 Penalty: 4691.700684
	Iteration 1F: 3 clusters Score -944421.1 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -944757.312500 Penalty: 4691.700684
	Iteration 2F: 3 clusters Score -944757.3 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -945007.125000 Penalty: 4691.700684
	Iteration 3Q: 3 clusters Score -945007.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -945242.562500 Penalty: 4691.700684
	Iteration 4Q: 3 clusters Score -945242.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -945474.375000 Penalty: 4691.700684
	Iteration 5Q: 3 clusters Score -945474.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -945731.875000 Penalty: 4691.700684
	Iteration 6Q: 3 clusters Score -945731.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -945996.312500 Penalty: 4691.700684
	Iteration 7Q: 3 clusters Score -945996.3 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -946258.875000 Penalty: 4691.700684
	Iteration 8Q: 3 clusters Score -946258.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -946517.000000 Penalty: 4691.700684
	Iteration 9Q: 3 clusters Score -946517 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -946789.687500 Penalty: 4691.700684
	Iteration 10Q: 3 clusters Score -946789.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -947069.437500 Penalty: 4691.700684
	Iteration 11Q: 3 clusters Score -947069.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -947329.125000 Penalty: 4691.700684
	Iteration 12Q: 3 clusters Score -947329.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -947551.187500 Penalty: 4691.700684
	Iteration 13Q: 3 clusters Score -947551.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -947760.625000 Penalty: 4691.700684
	Iteration 14Q: 3 clusters Score -947760.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -947939.187500 Penalty: 4691.700684
	Iteration 15Q: 3 clusters Score -947939.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -948086.375000 Penalty: 4691.700684
	Iteration 16Q: 3 clusters Score -948086.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -948226.375000 Penalty: 4691.700684
	Iteration 17Q: 3 clusters Score -948226.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -948353.562500 Penalty: 4691.700684
	Iteration 18Q: 3 clusters Score -948353.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -948449.312500 Penalty: 4691.700684
	Iteration 19Q: 3 clusters Score -948449.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -948521.875000 Penalty: 4691.700684
	Iteration 20F: 3 clusters Score -948521.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -948582.750000 Penalty: 4691.700684
	Iteration 21Q: 3 clusters Score -948582.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -948635.187500 Penalty: 4691.700684
	Iteration 22Q: 3 clusters Score -948635.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -948678.187500 Penalty: 4691.700684
	Iteration 23Q: 3 clusters Score -948678.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -948717.812500 Penalty: 4691.700684
	Iteration 24Q: 3 clusters Score -948717.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -948751.937500 Penalty: 4691.700684
	Iteration 25Q: 3 clusters Score -948751.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -948777.250000 Penalty: 4691.700684
	Iteration 26Q: 3 clusters Score -948777.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -948794.000000 Penalty: 4691.700684
	Iteration 27Q: 3 clusters Score -948794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -948816.312500 Penalty: 4691.700684
	Iteration 28Q: 3 clusters Score -948816.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -948834.562500 Penalty: 4691.700684
	Iteration 29Q: 3 clusters Score -948834.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -948845.562500 Penalty: 4691.700684
	Iteration 30Q: 3 clusters Score -948845.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -948862.187500 Penalty: 4691.700684
	Iteration 31Q: 3 clusters Score -948862.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -948874.312500 Penalty: 4691.700684
	Iteration 32Q: 3 clusters Score -948874.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -948889.125000 Penalty: 4691.700684
	Iteration 33Q: 3 clusters Score -948889.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -948894.812500 Penalty: 4691.700684
	Iteration 34Q: 3 clusters Score -948894.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -948896.625000 Penalty: 4691.700684
	Iteration 35Q: 3 clusters Score -948896.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -948897.000000 Penalty: 4691.700684
	Iteration 36Q: 3 clusters Score -948897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -948900.812500 Penalty: 4691.700684
	Iteration 37Q: 3 clusters Score -948900.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -948908.875000 Penalty: 4691.700684
	Iteration 38Q: 3 clusters Score -948908.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -948912.000000 Penalty: 4691.700684
	Iteration 39Q: 3 clusters Score -948912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -948911.750000 Penalty: 4691.700684
	Iteration 40F: 3 clusters Score -948911.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Entering Unmasked Estep 
Score: -1029148.937500 Penalty: 2363.375488
	Iteration 0F: 2 clusters Score -1029149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1019110.875000 Penalty: 4726.750977
	Iteration 0F: 3 clusters Score -1019111 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1022367.625000 Penalty: 4726.750977
	Iteration 1F: 3 clusters Score -1022368 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1022826.625000 Penalty: 4726.750977
	Iteration 2F: 3 clusters Score -1022827 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1023179.375000 Penalty: 4726.750977
	Iteration 3F: 3 clusters Score -1023179 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1023475.562500 Penalty: 4726.750977
	Iteration 4Q: 3 clusters Score -1023476 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1023757.437500 Penalty: 4726.750977
	Iteration 5Q: 3 clusters Score -1023757 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1024039.750000 Penalty: 4726.750977
	Iteration 6Q: 3 clusters Score -1024040 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1024404.500000 Penalty: 4726.750977
	Iteration 7Q: 3 clusters Score -1024404 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1024849.562500 Penalty: 4726.750977
	Iteration 8Q: 3 clusters Score -1024850 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1025406.812500 Penalty: 4726.750977
	Iteration 9Q: 3 clusters Score -1025407 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1026022.562500 Penalty: 4726.750977
	Iteration 10Q: 3 clusters Score -1026023 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1026536.062500 Penalty: 4726.750977
	Iteration 11Q: 3 clusters Score -1026536 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1026828.437500 Penalty: 4726.750977
	Iteration 12Q: 3 clusters Score -1026828 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1026971.500000 Penalty: 4726.750977
	Iteration 13Q: 3 clusters Score -1026972 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1027033.437500 Penalty: 4726.750977
	Iteration 14Q: 3 clusters Score -1027033 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1027070.312500 Penalty: 4726.750977
	Iteration 15Q: 3 clusters Score -1027070 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1027093.312500 Penalty: 4726.750977
	Iteration 16Q: 3 clusters Score -1027093 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1027117.562500 Penalty: 4726.750977
	Iteration 17Q: 3 clusters Score -1027118 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1027138.875000 Penalty: 4726.750977
	Iteration 18Q: 3 clusters Score -1027139 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1027152.875000 Penalty: 4726.750977
	Iteration 19Q: 3 clusters Score -1027153 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1027163.375000 Penalty: 4726.750977
	Iteration 20F: 3 clusters Score -1027163 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1027174.250000 Penalty: 4726.750977
	Iteration 21Q: 3 clusters Score -1027174 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1027185.750000 Penalty: 4726.750977
	Iteration 22Q: 3 clusters Score -1027186 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1027194.687500 Penalty: 4726.750977
	Iteration 23Q: 3 clusters Score -1027195 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1027206.125000 Penalty: 4726.750977
	Iteration 24Q: 3 clusters Score -1027206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1027211.875000 Penalty: 4726.750977
	Iteration 25Q: 3 clusters Score -1027212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1027217.750000 Penalty: 4726.750977
	Iteration 26Q: 3 clusters Score -1027218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1027221.562500 Penalty: 4726.750977
	Iteration 27Q: 3 clusters Score -1027222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1027230.125000 Penalty: 4726.750977
	Iteration 28Q: 3 clusters Score -1027230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1027232.312500 Penalty: 4726.750977
	Iteration 29Q: 3 clusters Score -1027232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1027239.625000 Penalty: 4726.750977
	Iteration 30Q: 3 clusters Score -1027240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1027242.187500 Penalty: 4726.750977
	Iteration 31Q: 3 clusters Score -1027242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1027245.562500 Penalty: 4726.750977
	Iteration 32Q: 3 clusters Score -1027246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1027248.250000 Penalty: 4726.750977
	Iteration 33Q: 3 clusters Score -1027248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1027255.250000 Penalty: 4726.750977
	Iteration 34Q: 3 clusters Score -1027255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1027257.750000 Penalty: 4726.750977
	Iteration 35Q: 3 clusters Score -1027258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1027261.875000 Penalty: 4726.750977
	Iteration 36Q: 3 clusters Score -1027262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1027264.687500 Penalty: 4726.750977
	Iteration 37Q: 3 clusters Score -1027265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1027270.687500 Penalty: 4726.750977
	Iteration 38Q: 3 clusters Score -1027271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1027277.187500 Penalty: 4726.750977
	Iteration 39Q: 3 clusters Score -1027277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1027277.312500 Penalty: 4726.750977
	Iteration 40F: 3 clusters Score -1027277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1027281.125000 Penalty: 4726.750977
	Iteration 41Q: 3 clusters Score -1027281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1027285.125000 Penalty: 4726.750977
	Iteration 42Q: 3 clusters Score -1027285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1027284.687500 Penalty: 4726.750977
	Iteration 43Q: 3 clusters Score -1027285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1027285.375000 Penalty: 4726.750977
	Iteration 44Q: 3 clusters Score -1027285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1027287.562500 Penalty: 4726.750977
	Iteration 45Q: 3 clusters Score -1027288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1027296.312500 Penalty: 4726.750977
	Iteration 46Q: 3 clusters Score -1027296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1027302.375000 Penalty: 4726.750977
	Iteration 47Q: 3 clusters Score -1027302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1027308.875000 Penalty: 4726.750977
	Iteration 48Q: 3 clusters Score -1027309 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1027313.375000 Penalty: 4726.750977
	Iteration 49Q: 3 clusters Score -1027313 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1027324.875000 Penalty: 4726.750977
	Iteration 50Q: 3 clusters Score -1027325 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1027335.062500 Penalty: 4726.750977
	Iteration 51Q: 3 clusters Score -1027335 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1027349.062500 Penalty: 4726.750977
	Iteration 52Q: 3 clusters Score -1027349 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1027363.062500 Penalty: 4726.750977
	Iteration 53Q: 3 clusters Score -1027363 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1027383.687500 Penalty: 4726.750977
	Iteration 54Q: 3 clusters Score -1027384 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1027410.000000 Penalty: 4726.750977
	Iteration 55Q: 3 clusters Score -1027410 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1027453.625000 Penalty: 4726.750977
	Iteration 56Q: 3 clusters Score -1027454 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1027518.875000 Penalty: 4726.750977
	Iteration 57Q: 3 clusters Score -1027519 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1027621.562500 Penalty: 4726.750977
	Iteration 58Q: 3 clusters Score -1027622 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1027722.375000 Penalty: 4726.750977
	Iteration 59Q: 3 clusters Score -1027722 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1027843.000000 Penalty: 4726.750977
	Iteration 60F: 3 clusters Score -1027843 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1027961.375000 Penalty: 4726.750977
	Iteration 61Q: 3 clusters Score -1027961 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1028040.250000 Penalty: 4726.750977
	Iteration 62Q: 3 clusters Score -1028040 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1028082.062500 Penalty: 4726.750977
	Iteration 63Q: 3 clusters Score -1028082 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1028108.812500 Penalty: 4726.750977
	Iteration 64Q: 3 clusters Score -1028109 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1028129.625000 Penalty: 4726.750977
	Iteration 65Q: 3 clusters Score -1028130 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1028141.812500 Penalty: 4726.750977
	Iteration 66Q: 3 clusters Score -1028142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1028151.375000 Penalty: 4726.750977
	Iteration 67Q: 3 clusters Score -1028151 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1028154.875000 Penalty: 4726.750977
	Iteration 68Q: 3 clusters Score -1028155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1028158.937500 Penalty: 4726.750977
	Iteration 69Q: 3 clusters Score -1028159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1028162.875000 Penalty: 4726.750977
	Iteration 70Q: 3 clusters Score -1028163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1028162.687500 Penalty: 4726.750977
	Iteration 71Q: 3 clusters Score -1028163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1028162.062500 Penalty: 4726.750977
	Iteration 72Q: 3 clusters Score -1028162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1028164.250000 Penalty: 4726.750977
	Iteration 73Q: 3 clusters Score -1028164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1028163.187500 Penalty: 4726.750977
	Iteration 74Q: 3 clusters Score -1028163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1028163.562500 Penalty: 4726.750977
	Iteration 75Q: 3 clusters Score -1028164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1028166.062500 Penalty: 4726.750977
	Iteration 76Q: 3 clusters Score -1028166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1028165.562500 Penalty: 4726.750977
	Iteration 77Q: 3 clusters Score -1028166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1028165.562500 Penalty: 4726.750977
	Iteration 78F: 3 clusters Score -1028166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Entering Unmasked Estep 
Score: -1206228.750000 Penalty: 2403.116455
	Iteration 0F: 2 clusters Score -1206229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1194588.000000 Penalty: 4806.232910
	Iteration 0F: 3 clusters Score -1194588 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1198369.500000 Penalty: 4806.232910
	Iteration 1F: 3 clusters Score -1198370 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1199048.500000 Penalty: 4806.232910
	Iteration 2F: 3 clusters Score -1199048 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1200032.125000 Penalty: 4806.232910
	Iteration 3F: 3 clusters Score -1200032 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1201249.250000 Penalty: 4806.232910
	Iteration 4F: 3 clusters Score -1201249 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1202503.500000 Penalty: 4806.232910
	Iteration 5F: 3 clusters Score -1202504 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1203568.750000 Penalty: 4806.232910
	Iteration 6F: 3 clusters Score -1203569 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1204492.750000 Penalty: 4806.232910
	Iteration 7F: 3 clusters Score -1204493 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1205305.125000 Penalty: 4806.232910
	Iteration 8Q: 3 clusters Score -1205305 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1205801.750000 Penalty: 4806.232910
	Iteration 9Q: 3 clusters Score -1205802 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1205996.250000 Penalty: 4806.232910
	Iteration 10Q: 3 clusters Score -1205996 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1206058.875000 Penalty: 4806.232910
	Iteration 11Q: 3 clusters Score -1206059 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1206093.125000 Penalty: 4806.232910
	Iteration 12Q: 3 clusters Score -1206093 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1206109.625000 Penalty: 4806.232910
	Iteration 13Q: 3 clusters Score -1206110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1206112.875000 Penalty: 4806.232910
	Iteration 14Q: 3 clusters Score -1206113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1206118.375000 Penalty: 4806.232910
	Iteration 15Q: 3 clusters Score -1206118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1206118.750000 Penalty: 4806.232910
	Iteration 16Q: 3 clusters Score -1206119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1206124.000000 Penalty: 4806.232910
	Iteration 17Q: 3 clusters Score -1206124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1206122.875000 Penalty: 4806.232910
	Iteration 18Q: 3 clusters Score -1206123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1206125.750000 Penalty: 4806.232910
	Iteration 19Q: 3 clusters Score -1206126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1206123.375000 Penalty: 4806.232910
	Iteration 20F: 3 clusters Score -1206123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1206127.750000 Penalty: 4806.232910
	Iteration 21Q: 3 clusters Score -1206128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1206124.125000 Penalty: 4806.232910
	Iteration 22Q: 3 clusters Score -1206124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1206124.375000 Penalty: 4806.232910
	Iteration 23Q: 3 clusters Score -1206124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1206125.500000 Penalty: 4806.232910
	Iteration 24Q: 3 clusters Score -1206126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1206125.500000 Penalty: 4806.232910
	Iteration 25Q: 3 clusters Score -1206126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1206126.000000 Penalty: 4806.232910
	Iteration 26Q: 3 clusters Score -1206126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1206126.875000 Penalty: 4806.232910
	Iteration 27Q: 3 clusters Score -1206127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1206124.875000 Penalty: 4806.232910
	Iteration 28Q: 3 clusters Score -1206125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1206129.000000 Penalty: 4806.232910
	Iteration 29Q: 3 clusters Score -1206129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1206129.500000 Penalty: 4806.232910
	Iteration 30Q: 3 clusters Score -1206130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1206128.750000 Penalty: 4806.232910
	Iteration 31Q: 3 clusters Score -1206129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1206129.375000 Penalty: 4806.232910
	Iteration 32Q: 3 clusters Score -1206129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1206128.375000 Penalty: 4806.232910
	Iteration 33Q: 3 clusters Score -1206128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1206128.125000 Penalty: 4806.232910
	Iteration 34Q: 3 clusters Score -1206128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1206126.875000 Penalty: 4806.232910
	Iteration 35Q: 3 clusters Score -1206127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1206130.125000 Penalty: 4806.232910
	Iteration 36Q: 3 clusters Score -1206130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1206132.500000 Penalty: 4806.232910
	Iteration 37Q: 3 clusters Score -1206132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1206132.750000 Penalty: 4806.232910
	Iteration 38Q: 3 clusters Score -1206133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1206132.750000 Penalty: 4806.232910
	Iteration 39F: 3 clusters Score -1206133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Entering Unmasked Estep 
Score: -307238.906250 Penalty: 2076.469482
	Iteration 0F: 2 clusters Score -307238.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -303076.625000 Penalty: 4152.938965
	Iteration 0F: 3 clusters Score -303076.6 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -304203.312500 Penalty: 4152.938965
	Iteration 1F: 3 clusters Score -304203.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -304725.750000 Penalty: 4152.938965
	Iteration 2F: 3 clusters Score -304725.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -305268.437500 Penalty: 4152.938965
	Iteration 3F: 3 clusters Score -305268.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -305827.781250 Penalty: 4152.938965
	Iteration 4F: 3 clusters Score -305827.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -306500.375000 Penalty: 4152.938965
	Iteration 5F: 3 clusters Score -306500.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -307330.000000 Penalty: 4152.938965
	Iteration 6F: 3 clusters Score -307330 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -307844.406250 Penalty: 4152.938965
	Iteration 7F: 3 clusters Score -307844.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -308169.218750 Penalty: 4152.938965
	Iteration 8Q: 3 clusters Score -308169.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -308303.718750 Penalty: 4152.938965
	Iteration 9Q: 3 clusters Score -308303.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -308357.875000 Penalty: 4152.938965
	Iteration 10Q: 3 clusters Score -308357.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -308369.125000 Penalty: 4152.938965
	Iteration 11Q: 3 clusters Score -308369.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -308373.093750 Penalty: 4152.938965
	Iteration 12Q: 3 clusters Score -308373.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -308374.156250 Penalty: 4152.938965
	Iteration 13Q: 3 clusters Score -308374.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -308374.343750 Penalty: 4152.938965
	Iteration 14Q: 3 clusters Score -308374.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -308375.000000 Penalty: 4152.938965
	Iteration 15Q: 3 clusters Score -308375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -308375.593750 Penalty: 4152.938965
	Iteration 16Q: 3 clusters Score -308375.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -308375.062500 Penalty: 4152.938965
	Iteration 17Q: 3 clusters Score -308375.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -308375.250000 Penalty: 4152.938965
	Iteration 18Q: 3 clusters Score -308375.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -308375.250000 Penalty: 4152.938965
	Iteration 19F: 3 clusters Score -308375.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 207744 members 
Mstep: Class 3 contains 60214 members 
Mstep: Class 4 contains 6936 members 
Mstep: Class 5 contains 204730 members 
Mstep: Class 6 contains 9981 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81036 members 
Mstep: Class 10 contains 357987 members 
Mstep: Class 11 contains 45159 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7194 members 
Mstep: Class 15 contains 6422 members 
Mstep: Class 16 contains 130008 members 
Mstep: Class 17 contains 23731 members 
Mstep: Class 18 contains 28141 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11587 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12347 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16155 members 
Mstep: Class 28 contains 2649 members 
Mstep: Class 29 contains 34030 members 
Mstep: Class 30 contains 9526 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29047 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9595 members 
Mstep: Class 37 contains 3226 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10732 members 
Mstep: Class 40 contains 5981 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 1679 members 
Entering Unmasked Estep 
Score: -102299184.000000 Penalty: 158063.093750
Splitting cluster 28 changes total score from -102299344.000000 to -102299184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (34030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Entering Unmasked Estep 
Score: -2533579.250000 Penalty: 2587.879395
	Iteration 0F: 2 clusters Score -2533579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2510470.500000 Penalty: 5175.758789
	Iteration 0F: 3 clusters Score -2510470 nChanged 15322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2518814.750000 Penalty: 5175.758789
	Iteration 1F: 3 clusters Score -2518815 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2519353.000000 Penalty: 5175.758789
	Iteration 2Q: 3 clusters Score -2519353 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2519945.000000 Penalty: 5175.758789
	Iteration 3Q: 3 clusters Score -2519945 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2520744.500000 Penalty: 5175.758789
	Iteration 4Q: 3 clusters Score -2520744 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2521792.750000 Penalty: 5175.758789
	Iteration 5F: 3 clusters Score -2521793 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2522979.000000 Penalty: 5175.758789
	Iteration 6F: 3 clusters Score -2522979 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -2524358.750000 Penalty: 5175.758789
	Iteration 7F: 3 clusters Score -2524359 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -2525866.000000 Penalty: 5175.758789
	Iteration 8F: 3 clusters Score -2525866 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -2527421.750000 Penalty: 5175.758789
	Iteration 9F: 3 clusters Score -2527422 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -2528880.500000 Penalty: 5175.758789
	Iteration 10F: 3 clusters Score -2528880 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -2529956.250000 Penalty: 5175.758789
	Iteration 11Q: 3 clusters Score -2529956 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -2530727.000000 Penalty: 5175.758789
	Iteration 12Q: 3 clusters Score -2530727 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -2531275.000000 Penalty: 5175.758789
	Iteration 13Q: 3 clusters Score -2531275 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -2531682.750000 Penalty: 5175.758789
	Iteration 14Q: 3 clusters Score -2531683 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -2532014.500000 Penalty: 5175.758789
	Iteration 15Q: 3 clusters Score -2532014 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -2532277.000000 Penalty: 5175.758789
	Iteration 16Q: 3 clusters Score -2532277 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -2532494.750000 Penalty: 5175.758789
	Iteration 17Q: 3 clusters Score -2532495 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -2532617.750000 Penalty: 5175.758789
	Iteration 18Q: 3 clusters Score -2532618 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -2532706.000000 Penalty: 5175.758789
	Iteration 19Q: 3 clusters Score -2532706 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -2532795.000000 Penalty: 5175.758789
	Iteration 20F: 3 clusters Score -2532795 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -2532867.000000 Penalty: 5175.758789
	Iteration 21Q: 3 clusters Score -2532867 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -2532949.250000 Penalty: 5175.758789
	Iteration 22Q: 3 clusters Score -2532949 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -2533025.000000 Penalty: 5175.758789
	Iteration 23Q: 3 clusters Score -2533025 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -2533091.750000 Penalty: 5175.758789
	Iteration 24Q: 3 clusters Score -2533092 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -2533139.000000 Penalty: 5175.758789
	Iteration 25Q: 3 clusters Score -2533139 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -2533166.500000 Penalty: 5175.758789
	Iteration 26Q: 3 clusters Score -2533166 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -2533215.500000 Penalty: 5175.758789
	Iteration 27Q: 3 clusters Score -2533216 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -2533239.000000 Penalty: 5175.758789
	Iteration 28Q: 3 clusters Score -2533239 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -2533264.750000 Penalty: 5175.758789
	Iteration 29Q: 3 clusters Score -2533265 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -2533294.250000 Penalty: 5175.758789
	Iteration 30Q: 3 clusters Score -2533294 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -2533311.000000 Penalty: 5175.758789
	Iteration 31Q: 3 clusters Score -2533311 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -2533330.750000 Penalty: 5175.758789
	Iteration 32Q: 3 clusters Score -2533331 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -2533337.500000 Penalty: 5175.758789
	Iteration 33Q: 3 clusters Score -2533338 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -2533346.250000 Penalty: 5175.758789
	Iteration 34Q: 3 clusters Score -2533346 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -2533359.750000 Penalty: 5175.758789
	Iteration 35Q: 3 clusters Score -2533360 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -2533364.000000 Penalty: 5175.758789
	Iteration 36Q: 3 clusters Score -2533364 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -2533368.250000 Penalty: 5175.758789
	Iteration 37Q: 3 clusters Score -2533368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -2533375.750000 Penalty: 5175.758789
	Iteration 38Q: 3 clusters Score -2533376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -2533386.500000 Penalty: 5175.758789
	Iteration 39Q: 3 clusters Score -2533386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -2533390.250000 Penalty: 5175.758789
	Iteration 40F: 3 clusters Score -2533390 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -2533394.250000 Penalty: 5175.758789
	Iteration 41Q: 3 clusters Score -2533394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -2533391.750000 Penalty: 5175.758789
	Iteration 42Q: 3 clusters Score -2533392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -2533398.500000 Penalty: 5175.758789
	Iteration 43Q: 3 clusters Score -2533398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -2533402.750000 Penalty: 5175.758789
	Iteration 44Q: 3 clusters Score -2533403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -2533407.000000 Penalty: 5175.758789
	Iteration 45Q: 3 clusters Score -2533407 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -2533408.750000 Penalty: 5175.758789
	Iteration 46Q: 3 clusters Score -2533409 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -2533416.000000 Penalty: 5175.758789
	Iteration 47Q: 3 clusters Score -2533416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -2533425.750000 Penalty: 5175.758789
	Iteration 48Q: 3 clusters Score -2533426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -2533427.000000 Penalty: 5175.758789
	Iteration 49Q: 3 clusters Score -2533427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -2533427.250000 Penalty: 5175.758789
	Iteration 50Q: 3 clusters Score -2533427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -2533430.750000 Penalty: 5175.758789
	Iteration 51Q: 3 clusters Score -2533431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -2533429.500000 Penalty: 5175.758789
	Iteration 52Q: 3 clusters Score -2533430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -2533427.750000 Penalty: 5175.758789
	Iteration 53Q: 3 clusters Score -2533428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -2533437.500000 Penalty: 5175.758789
	Iteration 54Q: 3 clusters Score -2533438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -2533433.500000 Penalty: 5175.758789
	Iteration 55Q: 3 clusters Score -2533434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -2533432.000000 Penalty: 5175.758789
	Iteration 56Q: 3 clusters Score -2533432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -2533439.250000 Penalty: 5175.758789
	Iteration 57Q: 3 clusters Score -2533439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -2533447.000000 Penalty: 5175.758789
	Iteration 58Q: 3 clusters Score -2533447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -2533449.000000 Penalty: 5175.758789
	Iteration 59Q: 3 clusters Score -2533449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -2533457.000000 Penalty: 5175.758789
	Iteration 60F: 3 clusters Score -2533457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -2533455.000000 Penalty: 5175.758789
	Iteration 61Q: 3 clusters Score -2533455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -2533463.250000 Penalty: 5175.758789
	Iteration 62Q: 3 clusters Score -2533463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -2533467.500000 Penalty: 5175.758789
	Iteration 63Q: 3 clusters Score -2533468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -2533470.250000 Penalty: 5175.758789
	Iteration 64Q: 3 clusters Score -2533470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -2533470.500000 Penalty: 5175.758789
	Iteration 65Q: 3 clusters Score -2533470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -2533468.750000 Penalty: 5175.758789
	Iteration 66Q: 3 clusters Score -2533469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -2533470.000000 Penalty: 5175.758789
	Iteration 67Q: 3 clusters Score -2533470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -2533469.750000 Penalty: 5175.758789
	Iteration 68Q: 3 clusters Score -2533470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -2533469.750000 Penalty: 5175.758789
	Iteration 69Q: 3 clusters Score -2533470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -2533468.500000 Penalty: 5175.758789
	Iteration 70Q: 3 clusters Score -2533468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -2533470.500000 Penalty: 5175.758789
	Iteration 71Q: 3 clusters Score -2533470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -2533473.250000 Penalty: 5175.758789
	Iteration 72Q: 3 clusters Score -2533473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -2533470.500000 Penalty: 5175.758789
	Iteration 73Q: 3 clusters Score -2533470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -2533470.500000 Penalty: 5175.758789
	Iteration 74F: 3 clusters Score -2533470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Entering Unmasked Estep 
Score: -652853.187500 Penalty: 2272.121582
	Iteration 0F: 2 clusters Score -652853.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -645459.812500 Penalty: 4544.243164
	Iteration 0F: 3 clusters Score -645459.8 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -647723.312500 Penalty: 4544.243164
	Iteration 1F: 3 clusters Score -647723.3 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -648023.250000 Penalty: 4544.243164
	Iteration 2F: 3 clusters Score -648023.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -648256.687500 Penalty: 4544.243164
	Iteration 3F: 3 clusters Score -648256.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -648470.812500 Penalty: 4544.243164
	Iteration 4Q: 3 clusters Score -648470.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -648680.875000 Penalty: 4544.243164
	Iteration 5Q: 3 clusters Score -648680.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -648904.750000 Penalty: 4544.243164
	Iteration 6Q: 3 clusters Score -648904.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -649110.500000 Penalty: 4544.243164
	Iteration 7Q: 3 clusters Score -649110.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -649319.687500 Penalty: 4544.243164
	Iteration 8Q: 3 clusters Score -649319.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -649507.937500 Penalty: 4544.243164
	Iteration 9Q: 3 clusters Score -649507.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -649681.250000 Penalty: 4544.243164
	Iteration 10Q: 3 clusters Score -649681.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -649845.562500 Penalty: 4544.243164
	Iteration 11Q: 3 clusters Score -649845.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -649998.312500 Penalty: 4544.243164
	Iteration 12Q: 3 clusters Score -649998.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -650156.312500 Penalty: 4544.243164
	Iteration 13Q: 3 clusters Score -650156.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -650314.375000 Penalty: 4544.243164
	Iteration 14Q: 3 clusters Score -650314.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -650475.500000 Penalty: 4544.243164
	Iteration 15Q: 3 clusters Score -650475.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -650614.375000 Penalty: 4544.243164
	Iteration 16Q: 3 clusters Score -650614.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -650751.250000 Penalty: 4544.243164
	Iteration 17Q: 3 clusters Score -650751.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -650844.750000 Penalty: 4544.243164
	Iteration 18Q: 3 clusters Score -650844.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -650911.062500 Penalty: 4544.243164
	Iteration 19Q: 3 clusters Score -650911.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -650969.000000 Penalty: 4544.243164
	Iteration 20F: 3 clusters Score -650969 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -651017.812500 Penalty: 4544.243164
	Iteration 21Q: 3 clusters Score -651017.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -651069.562500 Penalty: 4544.243164
	Iteration 22Q: 3 clusters Score -651069.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -651111.750000 Penalty: 4544.243164
	Iteration 23Q: 3 clusters Score -651111.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -651135.812500 Penalty: 4544.243164
	Iteration 24Q: 3 clusters Score -651135.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -651157.750000 Penalty: 4544.243164
	Iteration 25Q: 3 clusters Score -651157.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -651179.937500 Penalty: 4544.243164
	Iteration 26Q: 3 clusters Score -651179.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -651201.812500 Penalty: 4544.243164
	Iteration 27Q: 3 clusters Score -651201.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -651212.312500 Penalty: 4544.243164
	Iteration 28Q: 3 clusters Score -651212.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -651223.125000 Penalty: 4544.243164
	Iteration 29Q: 3 clusters Score -651223.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -651229.625000 Penalty: 4544.243164
	Iteration 30Q: 3 clusters Score -651229.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -651231.750000 Penalty: 4544.243164
	Iteration 31Q: 3 clusters Score -651231.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -651235.312500 Penalty: 4544.243164
	Iteration 32Q: 3 clusters Score -651235.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -651237.625000 Penalty: 4544.243164
	Iteration 33Q: 3 clusters Score -651237.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -651237.312500 Penalty: 4544.243164
	Iteration 34Q: 3 clusters Score -651237.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -651239.062500 Penalty: 4544.243164
	Iteration 35Q: 3 clusters Score -651239.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -651240.437500 Penalty: 4544.243164
	Iteration 36Q: 3 clusters Score -651240.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -651241.437500 Penalty: 4544.243164
	Iteration 37Q: 3 clusters Score -651241.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -651244.875000 Penalty: 4544.243164
	Iteration 38Q: 3 clusters Score -651244.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -651246.437500 Penalty: 4544.243164
	Iteration 39Q: 3 clusters Score -651246.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -651245.687500 Penalty: 4544.243164
	Iteration 40F: 3 clusters Score -651245.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -651246.437500 Penalty: 4544.243164
	Iteration 41Q: 3 clusters Score -651246.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -651246.687500 Penalty: 4544.243164
	Iteration 42Q: 3 clusters Score -651246.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -651248.000000 Penalty: 4544.243164
	Iteration 43Q: 3 clusters Score -651248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -651247.937500 Penalty: 4544.243164
	Iteration 44Q: 3 clusters Score -651247.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -651247.937500 Penalty: 4544.243164
	Iteration 45F: 3 clusters Score -651247.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Entering Unmasked Estep 
Score: -181527.875000 Penalty: 1945.566040
	Iteration 0F: 2 clusters Score -181527.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -178561.859375 Penalty: 3891.132080
	Iteration 0F: 3 clusters Score -178561.9 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -179161.984375 Penalty: 3891.132080
	Iteration 1F: 3 clusters Score -179162 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -179336.296875 Penalty: 3891.132080
	Iteration 2F: 3 clusters Score -179336.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -179450.203125 Penalty: 3891.132080
	Iteration 3Q: 3 clusters Score -179450.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -179525.828125 Penalty: 3891.132080
	Iteration 4Q: 3 clusters Score -179525.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -179574.140625 Penalty: 3891.132080
	Iteration 5Q: 3 clusters Score -179574.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -179620.609375 Penalty: 3891.132080
	Iteration 6Q: 3 clusters Score -179620.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -179662.703125 Penalty: 3891.132080
	Iteration 7Q: 3 clusters Score -179662.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -179697.906250 Penalty: 3891.132080
	Iteration 8Q: 3 clusters Score -179697.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -179731.156250 Penalty: 3891.132080
	Iteration 9Q: 3 clusters Score -179731.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -179760.640625 Penalty: 3891.132080
	Iteration 10Q: 3 clusters Score -179760.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -179783.109375 Penalty: 3891.132080
	Iteration 11Q: 3 clusters Score -179783.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -179807.812500 Penalty: 3891.132080
	Iteration 12Q: 3 clusters Score -179807.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -179835.078125 Penalty: 3891.132080
	Iteration 13Q: 3 clusters Score -179835.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -179861.312500 Penalty: 3891.132080
	Iteration 14Q: 3 clusters Score -179861.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -179877.296875 Penalty: 3891.132080
	Iteration 15Q: 3 clusters Score -179877.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -179898.671875 Penalty: 3891.132080
	Iteration 16Q: 3 clusters Score -179898.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -179925.671875 Penalty: 3891.132080
	Iteration 17Q: 3 clusters Score -179925.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -179948.515625 Penalty: 3891.132080
	Iteration 18Q: 3 clusters Score -179948.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -179968.156250 Penalty: 3891.132080
	Iteration 19Q: 3 clusters Score -179968.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -179985.093750 Penalty: 3891.132080
	Iteration 20F: 3 clusters Score -179985.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -180004.328125 Penalty: 3891.132080
	Iteration 21Q: 3 clusters Score -180004.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -180017.125000 Penalty: 3891.132080
	Iteration 22Q: 3 clusters Score -180017.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -180032.062500 Penalty: 3891.132080
	Iteration 23Q: 3 clusters Score -180032.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -180049.250000 Penalty: 3891.132080
	Iteration 24Q: 3 clusters Score -180049.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -180065.078125 Penalty: 3891.132080
	Iteration 25Q: 3 clusters Score -180065.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -180076.562500 Penalty: 3891.132080
	Iteration 26Q: 3 clusters Score -180076.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -180082.187500 Penalty: 3891.132080
	Iteration 27Q: 3 clusters Score -180082.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -180086.062500 Penalty: 3891.132080
	Iteration 28Q: 3 clusters Score -180086.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -180089.562500 Penalty: 3891.132080
	Iteration 29Q: 3 clusters Score -180089.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -180091.406250 Penalty: 3891.132080
	Iteration 30Q: 3 clusters Score -180091.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -180093.531250 Penalty: 3891.132080
	Iteration 31Q: 3 clusters Score -180093.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -180093.937500 Penalty: 3891.132080
	Iteration 32Q: 3 clusters Score -180093.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -180094.531250 Penalty: 3891.132080
	Iteration 33Q: 3 clusters Score -180094.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -180095.921875 Penalty: 3891.132080
	Iteration 34Q: 3 clusters Score -180095.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -180096.890625 Penalty: 3891.132080
	Iteration 35Q: 3 clusters Score -180096.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -180096.890625 Penalty: 3891.132080
	Iteration 36F: 3 clusters Score -180096.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Entering Unmasked Estep 
Score: -176297.781250 Penalty: 1938.671143
	Iteration 0F: 2 clusters Score -176297.8 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 1227 members 
Entering Unmasked Estep 
Score: -173310.140625 Penalty: 3877.342285
	Iteration 0F: 3 clusters Score -173310.1 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -173910.406250 Penalty: 3877.342285
	Iteration 1F: 3 clusters Score -173910.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -174138.968750 Penalty: 3877.342285
	Iteration 2F: 3 clusters Score -174139 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -174263.562500 Penalty: 3877.342285
	Iteration 3F: 3 clusters Score -174263.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -174357.296875 Penalty: 3877.342285
	Iteration 4Q: 3 clusters Score -174357.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -174444.843750 Penalty: 3877.342285
	Iteration 5Q: 3 clusters Score -174444.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -174537.875000 Penalty: 3877.342285
	Iteration 6Q: 3 clusters Score -174537.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -174610.031250 Penalty: 3877.342285
	Iteration 7Q: 3 clusters Score -174610 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -174662.343750 Penalty: 3877.342285
	Iteration 8Q: 3 clusters Score -174662.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -174705.750000 Penalty: 3877.342285
	Iteration 9Q: 3 clusters Score -174705.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -174731.796875 Penalty: 3877.342285
	Iteration 10Q: 3 clusters Score -174731.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -174751.546875 Penalty: 3877.342285
	Iteration 11Q: 3 clusters Score -174751.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -174768.718750 Penalty: 3877.342285
	Iteration 12Q: 3 clusters Score -174768.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -174781.703125 Penalty: 3877.342285
	Iteration 13Q: 3 clusters Score -174781.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -174796.671875 Penalty: 3877.342285
	Iteration 14Q: 3 clusters Score -174796.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -174807.234375 Penalty: 3877.342285
	Iteration 15Q: 3 clusters Score -174807.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -174818.187500 Penalty: 3877.342285
	Iteration 16Q: 3 clusters Score -174818.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -174833.046875 Penalty: 3877.342285
	Iteration 17Q: 3 clusters Score -174833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -174847.203125 Penalty: 3877.342285
	Iteration 18Q: 3 clusters Score -174847.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -174856.796875 Penalty: 3877.342285
	Iteration 19Q: 3 clusters Score -174856.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -174863.187500 Penalty: 3877.342285
	Iteration 20F: 3 clusters Score -174863.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -174871.906250 Penalty: 3877.342285
	Iteration 21Q: 3 clusters Score -174871.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -174876.281250 Penalty: 3877.342285
	Iteration 22Q: 3 clusters Score -174876.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -174880.484375 Penalty: 3877.342285
	Iteration 23Q: 3 clusters Score -174880.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -174888.390625 Penalty: 3877.342285
	Iteration 24Q: 3 clusters Score -174888.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -174891.734375 Penalty: 3877.342285
	Iteration 25Q: 3 clusters Score -174891.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -174894.890625 Penalty: 3877.342285
	Iteration 26Q: 3 clusters Score -174894.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -174897.000000 Penalty: 3877.342285
	Iteration 27Q: 3 clusters Score -174897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -174897.859375 Penalty: 3877.342285
	Iteration 28Q: 3 clusters Score -174897.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -174899.671875 Penalty: 3877.342285
	Iteration 29Q: 3 clusters Score -174899.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -174900.984375 Penalty: 3877.342285
	Iteration 30Q: 3 clusters Score -174901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -174901.562500 Penalty: 3877.342285
	Iteration 31Q: 3 clusters Score -174901.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -174901.781250 Penalty: 3877.342285
	Iteration 32Q: 3 clusters Score -174901.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -174901.781250 Penalty: 3877.342285
	Iteration 33F: 3 clusters Score -174901.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Entering Unmasked Estep 
Score: -130268.976562 Penalty: 1867.957886
	Iteration 0F: 2 clusters Score -130269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -127787.484375 Penalty: 3735.915771
	Iteration 0F: 3 clusters Score -127787.5 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -128257.976562 Penalty: 3735.915771
	Iteration 1F: 3 clusters Score -128258 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -128397.546875 Penalty: 3735.915771
	Iteration 2F: 3 clusters Score -128397.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -128506.585938 Penalty: 3735.915771
	Iteration 3Q: 3 clusters Score -128506.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -128576.757812 Penalty: 3735.915771
	Iteration 4Q: 3 clusters Score -128576.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -128637.054688 Penalty: 3735.915771
	Iteration 5Q: 3 clusters Score -128637.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -128681.210938 Penalty: 3735.915771
	Iteration 6Q: 3 clusters Score -128681.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -128730.515625 Penalty: 3735.915771
	Iteration 7Q: 3 clusters Score -128730.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -128762.734375 Penalty: 3735.915771
	Iteration 8Q: 3 clusters Score -128762.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -128796.054688 Penalty: 3735.915771
	Iteration 9Q: 3 clusters Score -128796.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -128829.187500 Penalty: 3735.915771
	Iteration 10Q: 3 clusters Score -128829.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -128858.929688 Penalty: 3735.915771
	Iteration 11Q: 3 clusters Score -128858.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -128873.562500 Penalty: 3735.915771
	Iteration 12Q: 3 clusters Score -128873.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -128882.382812 Penalty: 3735.915771
	Iteration 13Q: 3 clusters Score -128882.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -128891.218750 Penalty: 3735.915771
	Iteration 14Q: 3 clusters Score -128891.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -128903.007812 Penalty: 3735.915771
	Iteration 15Q: 3 clusters Score -128903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -128910.921875 Penalty: 3735.915771
	Iteration 16Q: 3 clusters Score -128910.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -128921.625000 Penalty: 3735.915771
	Iteration 17Q: 3 clusters Score -128921.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -128929.906250 Penalty: 3735.915771
	Iteration 18Q: 3 clusters Score -128929.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -128938.171875 Penalty: 3735.915771
	Iteration 19Q: 3 clusters Score -128938.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -128942.265625 Penalty: 3735.915771
	Iteration 20F: 3 clusters Score -128942.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -128943.734375 Penalty: 3735.915771
	Iteration 21Q: 3 clusters Score -128943.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -128945.773438 Penalty: 3735.915771
	Iteration 22Q: 3 clusters Score -128945.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -128948.617188 Penalty: 3735.915771
	Iteration 23Q: 3 clusters Score -128948.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -128950.687500 Penalty: 3735.915771
	Iteration 24Q: 3 clusters Score -128950.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -128950.687500 Penalty: 3735.915771
	Iteration 25F: 3 clusters Score -128950.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (29047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Entering Unmasked Estep 
Score: -2217765.000000 Penalty: 2548.614258
	Iteration 0F: 2 clusters Score -2217765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2197886.500000 Penalty: 5097.228516
	Iteration 0F: 3 clusters Score -2197886 nChanged 13030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2205007.750000 Penalty: 5097.228516
	Iteration 1F: 3 clusters Score -2205008 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2205668.250000 Penalty: 5097.228516
	Iteration 2F: 3 clusters Score -2205668 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2206424.750000 Penalty: 5097.228516
	Iteration 3F: 3 clusters Score -2206425 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2207344.750000 Penalty: 5097.228516
	Iteration 4F: 3 clusters Score -2207345 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2208553.750000 Penalty: 5097.228516
	Iteration 5F: 3 clusters Score -2208554 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2210121.500000 Penalty: 5097.228516
	Iteration 6F: 3 clusters Score -2210122 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2211733.500000 Penalty: 5097.228516
	Iteration 7F: 3 clusters Score -2211734 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -2213065.000000 Penalty: 5097.228516
	Iteration 8F: 3 clusters Score -2213065 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -2213959.750000 Penalty: 5097.228516
	Iteration 9Q: 3 clusters Score -2213960 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -2214424.500000 Penalty: 5097.228516
	Iteration 10Q: 3 clusters Score -2214424 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -2214704.500000 Penalty: 5097.228516
	Iteration 11Q: 3 clusters Score -2214704 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -2214857.750000 Penalty: 5097.228516
	Iteration 12Q: 3 clusters Score -2214858 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -2214967.500000 Penalty: 5097.228516
	Iteration 13Q: 3 clusters Score -2214968 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -2215052.250000 Penalty: 5097.228516
	Iteration 14Q: 3 clusters Score -2215052 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -2215112.250000 Penalty: 5097.228516
	Iteration 15Q: 3 clusters Score -2215112 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -2215165.500000 Penalty: 5097.228516
	Iteration 16Q: 3 clusters Score -2215166 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -2215206.250000 Penalty: 5097.228516
	Iteration 17Q: 3 clusters Score -2215206 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -2215260.000000 Penalty: 5097.228516
	Iteration 18Q: 3 clusters Score -2215260 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -2215292.500000 Penalty: 5097.228516
	Iteration 19Q: 3 clusters Score -2215292 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -2215334.250000 Penalty: 5097.228516
	Iteration 20F: 3 clusters Score -2215334 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -2215366.250000 Penalty: 5097.228516
	Iteration 21Q: 3 clusters Score -2215366 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -2215398.750000 Penalty: 5097.228516
	Iteration 22Q: 3 clusters Score -2215399 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -2215430.500000 Penalty: 5097.228516
	Iteration 23Q: 3 clusters Score -2215430 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -2215451.500000 Penalty: 5097.228516
	Iteration 24Q: 3 clusters Score -2215452 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -2215482.250000 Penalty: 5097.228516
	Iteration 25Q: 3 clusters Score -2215482 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -2215502.250000 Penalty: 5097.228516
	Iteration 26Q: 3 clusters Score -2215502 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -2215519.000000 Penalty: 5097.228516
	Iteration 27Q: 3 clusters Score -2215519 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -2215549.250000 Penalty: 5097.228516
	Iteration 28Q: 3 clusters Score -2215549 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -2215568.250000 Penalty: 5097.228516
	Iteration 29Q: 3 clusters Score -2215568 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -2215593.500000 Penalty: 5097.228516
	Iteration 30Q: 3 clusters Score -2215594 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -2215613.000000 Penalty: 5097.228516
	Iteration 31Q: 3 clusters Score -2215613 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -2215620.500000 Penalty: 5097.228516
	Iteration 32Q: 3 clusters Score -2215620 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -2215647.250000 Penalty: 5097.228516
	Iteration 33Q: 3 clusters Score -2215647 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -2215671.500000 Penalty: 5097.228516
	Iteration 34Q: 3 clusters Score -2215672 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -2215694.000000 Penalty: 5097.228516
	Iteration 35Q: 3 clusters Score -2215694 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -2215704.500000 Penalty: 5097.228516
	Iteration 36Q: 3 clusters Score -2215704 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -2215724.750000 Penalty: 5097.228516
	Iteration 37Q: 3 clusters Score -2215725 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -2215741.250000 Penalty: 5097.228516
	Iteration 38Q: 3 clusters Score -2215741 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -2215743.000000 Penalty: 5097.228516
	Iteration 39Q: 3 clusters Score -2215743 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -2215753.250000 Penalty: 5097.228516
	Iteration 40F: 3 clusters Score -2215753 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -2215763.750000 Penalty: 5097.228516
	Iteration 41Q: 3 clusters Score -2215764 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -2215769.250000 Penalty: 5097.228516
	Iteration 42Q: 3 clusters Score -2215769 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -2215782.000000 Penalty: 5097.228516
	Iteration 43Q: 3 clusters Score -2215782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -2215799.000000 Penalty: 5097.228516
	Iteration 44Q: 3 clusters Score -2215799 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -2215804.000000 Penalty: 5097.228516
	Iteration 45Q: 3 clusters Score -2215804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -2215813.750000 Penalty: 5097.228516
	Iteration 46Q: 3 clusters Score -2215814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -2215825.000000 Penalty: 5097.228516
	Iteration 47Q: 3 clusters Score -2215825 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -2215835.250000 Penalty: 5097.228516
	Iteration 48Q: 3 clusters Score -2215835 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -2215844.000000 Penalty: 5097.228516
	Iteration 49Q: 3 clusters Score -2215844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -2215846.750000 Penalty: 5097.228516
	Iteration 50Q: 3 clusters Score -2215847 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -2215852.000000 Penalty: 5097.228516
	Iteration 51Q: 3 clusters Score -2215852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -2215856.250000 Penalty: 5097.228516
	Iteration 52Q: 3 clusters Score -2215856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -2215865.250000 Penalty: 5097.228516
	Iteration 53Q: 3 clusters Score -2215865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -2215870.000000 Penalty: 5097.228516
	Iteration 54Q: 3 clusters Score -2215870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -2215880.750000 Penalty: 5097.228516
	Iteration 55Q: 3 clusters Score -2215881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -2215877.000000 Penalty: 5097.228516
	Iteration 56Q: 3 clusters Score -2215877 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -2215885.000000 Penalty: 5097.228516
	Iteration 57Q: 3 clusters Score -2215885 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -2215895.250000 Penalty: 5097.228516
	Iteration 58Q: 3 clusters Score -2215895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -2215911.750000 Penalty: 5097.228516
	Iteration 59Q: 3 clusters Score -2215912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -2215910.750000 Penalty: 5097.228516
	Iteration 60F: 3 clusters Score -2215911 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -2215915.250000 Penalty: 5097.228516
	Iteration 61Q: 3 clusters Score -2215915 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -2215925.000000 Penalty: 5097.228516
	Iteration 62Q: 3 clusters Score -2215925 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -2215932.000000 Penalty: 5097.228516
	Iteration 63Q: 3 clusters Score -2215932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -2215938.250000 Penalty: 5097.228516
	Iteration 64Q: 3 clusters Score -2215938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -2215942.750000 Penalty: 5097.228516
	Iteration 65Q: 3 clusters Score -2215943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -2215945.000000 Penalty: 5097.228516
	Iteration 66Q: 3 clusters Score -2215945 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -2215950.500000 Penalty: 5097.228516
	Iteration 67Q: 3 clusters Score -2215950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -2215956.000000 Penalty: 5097.228516
	Iteration 68Q: 3 clusters Score -2215956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -2215964.000000 Penalty: 5097.228516
	Iteration 69Q: 3 clusters Score -2215964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -2215967.250000 Penalty: 5097.228516
	Iteration 70Q: 3 clusters Score -2215967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -2215977.250000 Penalty: 5097.228516
	Iteration 71Q: 3 clusters Score -2215977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -2215978.250000 Penalty: 5097.228516
	Iteration 72Q: 3 clusters Score -2215978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -2215981.500000 Penalty: 5097.228516
	Iteration 73Q: 3 clusters Score -2215982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -2215984.250000 Penalty: 5097.228516
	Iteration 74Q: 3 clusters Score -2215984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -2215983.500000 Penalty: 5097.228516
	Iteration 75Q: 3 clusters Score -2215984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -2215983.000000 Penalty: 5097.228516
	Iteration 76Q: 3 clusters Score -2215983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -2215984.500000 Penalty: 5097.228516
	Iteration 77Q: 3 clusters Score -2215984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -2215986.750000 Penalty: 5097.228516
	Iteration 78Q: 3 clusters Score -2215987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -2215990.000000 Penalty: 5097.228516
	Iteration 79Q: 3 clusters Score -2215990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -2215990.500000 Penalty: 5097.228516
	Iteration 80F: 3 clusters Score -2215990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -2215994.000000 Penalty: 5097.228516
	Iteration 81Q: 3 clusters Score -2215994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -2215997.750000 Penalty: 5097.228516
	Iteration 82Q: 3 clusters Score -2215998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -2215996.000000 Penalty: 5097.228516
	Iteration 83Q: 3 clusters Score -2215996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -2216005.750000 Penalty: 5097.228516
	Iteration 84Q: 3 clusters Score -2216006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -2216007.000000 Penalty: 5097.228516
	Iteration 85Q: 3 clusters Score -2216007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -2216014.500000 Penalty: 5097.228516
	Iteration 86Q: 3 clusters Score -2216014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -2216021.500000 Penalty: 5097.228516
	Iteration 87Q: 3 clusters Score -2216022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -2216022.000000 Penalty: 5097.228516
	Iteration 88Q: 3 clusters Score -2216022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -2216023.250000 Penalty: 5097.228516
	Iteration 89Q: 3 clusters Score -2216023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -2216027.500000 Penalty: 5097.228516
	Iteration 90Q: 3 clusters Score -2216028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -2216028.250000 Penalty: 5097.228516
	Iteration 91Q: 3 clusters Score -2216028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -2216034.250000 Penalty: 5097.228516
	Iteration 92Q: 3 clusters Score -2216034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -2216032.000000 Penalty: 5097.228516
	Iteration 93Q: 3 clusters Score -2216032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -2216033.000000 Penalty: 5097.228516
	Iteration 94Q: 3 clusters Score -2216033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -2216034.500000 Penalty: 5097.228516
	Iteration 95Q: 3 clusters Score -2216034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -2216034.750000 Penalty: 5097.228516
	Iteration 96Q: 3 clusters Score -2216035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -2216033.750000 Penalty: 5097.228516
	Iteration 97Q: 3 clusters Score -2216034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -2216034.250000 Penalty: 5097.228516
	Iteration 98Q: 3 clusters Score -2216034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -2216035.000000 Penalty: 5097.228516
	Iteration 99Q: 3 clusters Score -2216035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -2216036.750000 Penalty: 5097.228516
	Iteration 100F: 3 clusters Score -2216037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Entering Unmasked Estep 
Score: -136741.421875 Penalty: 1946.922241
	Iteration 0F: 2 clusters Score -136741.4 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 1289 members 
Entering Unmasked Estep 
Score: -133834.359375 Penalty: 3893.844482
	Iteration 0F: 3 clusters Score -133834.4 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -134672.546875 Penalty: 3893.844482
	Iteration 1F: 3 clusters Score -134672.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -135039.406250 Penalty: 3893.844482
	Iteration 2F: 3 clusters Score -135039.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -135327.000000 Penalty: 3893.844482
	Iteration 3F: 3 clusters Score -135327 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -135513.187500 Penalty: 3893.844482
	Iteration 4F: 3 clusters Score -135513.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -135661.078125 Penalty: 3893.844482
	Iteration 5Q: 3 clusters Score -135661.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -135776.437500 Penalty: 3893.844482
	Iteration 6Q: 3 clusters Score -135776.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -135869.468750 Penalty: 3893.844482
	Iteration 7Q: 3 clusters Score -135869.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -135975.890625 Penalty: 3893.844482
	Iteration 8Q: 3 clusters Score -135975.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -136073.140625 Penalty: 3893.844482
	Iteration 9Q: 3 clusters Score -136073.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -136210.781250 Penalty: 3893.844482
	Iteration 10Q: 3 clusters Score -136210.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -136340.437500 Penalty: 3893.844482
	Iteration 11Q: 3 clusters Score -136340.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -136410.375000 Penalty: 3893.844482
	Iteration 12Q: 3 clusters Score -136410.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -136475.046875 Penalty: 3893.844482
	Iteration 13Q: 3 clusters Score -136475 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -136534.140625 Penalty: 3893.844482
	Iteration 14Q: 3 clusters Score -136534.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -136588.140625 Penalty: 3893.844482
	Iteration 15Q: 3 clusters Score -136588.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -136634.734375 Penalty: 3893.844482
	Iteration 16Q: 3 clusters Score -136634.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -136670.125000 Penalty: 3893.844482
	Iteration 17Q: 3 clusters Score -136670.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -136696.937500 Penalty: 3893.844482
	Iteration 18Q: 3 clusters Score -136696.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -136710.359375 Penalty: 3893.844482
	Iteration 19Q: 3 clusters Score -136710.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -136718.328125 Penalty: 3893.844482
	Iteration 20F: 3 clusters Score -136718.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -136722.796875 Penalty: 3893.844482
	Iteration 21Q: 3 clusters Score -136722.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -136727.968750 Penalty: 3893.844482
	Iteration 22Q: 3 clusters Score -136728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -136731.234375 Penalty: 3893.844482
	Iteration 23Q: 3 clusters Score -136731.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -136735.484375 Penalty: 3893.844482
	Iteration 24Q: 3 clusters Score -136735.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -136746.109375 Penalty: 3893.844482
	Iteration 25Q: 3 clusters Score -136746.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -136753.515625 Penalty: 3893.844482
	Iteration 26Q: 3 clusters Score -136753.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -136759.546875 Penalty: 3893.844482
	Iteration 27Q: 3 clusters Score -136759.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -136768.421875 Penalty: 3893.844482
	Iteration 28Q: 3 clusters Score -136768.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -136783.718750 Penalty: 3893.844482
	Iteration 29Q: 3 clusters Score -136783.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -136790.718750 Penalty: 3893.844482
	Iteration 30Q: 3 clusters Score -136790.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -136808.781250 Penalty: 3893.844482
	Iteration 31Q: 3 clusters Score -136808.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -136817.906250 Penalty: 3893.844482
	Iteration 32Q: 3 clusters Score -136817.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -136827.968750 Penalty: 3893.844482
	Iteration 33Q: 3 clusters Score -136828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -136836.156250 Penalty: 3893.844482
	Iteration 34Q: 3 clusters Score -136836.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -136851.421875 Penalty: 3893.844482
	Iteration 35Q: 3 clusters Score -136851.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -136870.921875 Penalty: 3893.844482
	Iteration 36Q: 3 clusters Score -136870.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -136883.078125 Penalty: 3893.844482
	Iteration 37Q: 3 clusters Score -136883.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -136909.250000 Penalty: 3893.844482
	Iteration 38Q: 3 clusters Score -136909.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -136918.859375 Penalty: 3893.844482
	Iteration 39Q: 3 clusters Score -136918.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -136927.421875 Penalty: 3893.844482
	Iteration 40F: 3 clusters Score -136927.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -136931.265625 Penalty: 3893.844482
	Iteration 41Q: 3 clusters Score -136931.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -136933.703125 Penalty: 3893.844482
	Iteration 42Q: 3 clusters Score -136933.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -136934.671875 Penalty: 3893.844482
	Iteration 43Q: 3 clusters Score -136934.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -136947.234375 Penalty: 3893.844482
	Iteration 44Q: 3 clusters Score -136947.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -136958.390625 Penalty: 3893.844482
	Iteration 45Q: 3 clusters Score -136958.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -136972.187500 Penalty: 3893.844482
	Iteration 46Q: 3 clusters Score -136972.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -136983.125000 Penalty: 3893.844482
	Iteration 47Q: 3 clusters Score -136983.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -136987.468750 Penalty: 3893.844482
	Iteration 48Q: 3 clusters Score -136987.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -136991.000000 Penalty: 3893.844482
	Iteration 49Q: 3 clusters Score -136991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -136993.843750 Penalty: 3893.844482
	Iteration 50Q: 3 clusters Score -136993.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -136995.296875 Penalty: 3893.844482
	Iteration 51Q: 3 clusters Score -136995.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -136995.843750 Penalty: 3893.844482
	Iteration 52Q: 3 clusters Score -136995.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -136997.812500 Penalty: 3893.844482
	Iteration 53Q: 3 clusters Score -136997.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -136997.890625 Penalty: 3893.844482
	Iteration 54Q: 3 clusters Score -136997.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -136997.890625 Penalty: 3893.844482
	Iteration 55F: 3 clusters Score -136997.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 207744 members 
Mstep: Class 3 contains 60214 members 
Mstep: Class 4 contains 6936 members 
Mstep: Class 5 contains 204730 members 
Mstep: Class 6 contains 9981 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81036 members 
Mstep: Class 10 contains 357987 members 
Mstep: Class 11 contains 45159 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7194 members 
Mstep: Class 15 contains 6422 members 
Mstep: Class 16 contains 130008 members 
Mstep: Class 17 contains 23731 members 
Mstep: Class 18 contains 28141 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11587 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12347 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16155 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34030 members 
Mstep: Class 30 contains 9526 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29047 members 
Mstep: Class 35 contains 1290 members 
Mstep: Class 36 contains 9595 members 
Mstep: Class 37 contains 3226 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10732 members 
Mstep: Class 40 contains 5981 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 1277 members 
Entering Unmasked Estep 
Score: -102298152.000000 Penalty: 158063.093750
Splitting cluster 35 changes total score from -102299344.000000 to -102298152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (9595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Entering Unmasked Estep 
Score: -693243.750000 Penalty: 2273.911377
	Iteration 0F: 2 clusters Score -693243.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -685852.250000 Penalty: 4547.822754
	Iteration 0F: 3 clusters Score -685852.2 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -688034.312500 Penalty: 4547.822754
	Iteration 1F: 3 clusters Score -688034.3 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -688382.250000 Penalty: 4547.822754
	Iteration 2F: 3 clusters Score -688382.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -688694.750000 Penalty: 4547.822754
	Iteration 3F: 3 clusters Score -688694.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -688982.000000 Penalty: 4547.822754
	Iteration 4F: 3 clusters Score -688982 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -689240.375000 Penalty: 4547.822754
	Iteration 5Q: 3 clusters Score -689240.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -689534.687500 Penalty: 4547.822754
	Iteration 6Q: 3 clusters Score -689534.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -689861.312500 Penalty: 4547.822754
	Iteration 7Q: 3 clusters Score -689861.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -690197.500000 Penalty: 4547.822754
	Iteration 8Q: 3 clusters Score -690197.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -690501.562500 Penalty: 4547.822754
	Iteration 9Q: 3 clusters Score -690501.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -690736.750000 Penalty: 4547.822754
	Iteration 10Q: 3 clusters Score -690736.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -690965.812500 Penalty: 4547.822754
	Iteration 11Q: 3 clusters Score -690965.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -691155.812500 Penalty: 4547.822754
	Iteration 12Q: 3 clusters Score -691155.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -691351.375000 Penalty: 4547.822754
	Iteration 13Q: 3 clusters Score -691351.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -691620.312500 Penalty: 4547.822754
	Iteration 14Q: 3 clusters Score -691620.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -691905.375000 Penalty: 4547.822754
	Iteration 15Q: 3 clusters Score -691905.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -692064.687500 Penalty: 4547.822754
	Iteration 16Q: 3 clusters Score -692064.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -692145.312500 Penalty: 4547.822754
	Iteration 17Q: 3 clusters Score -692145.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -692178.875000 Penalty: 4547.822754
	Iteration 18Q: 3 clusters Score -692178.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -692195.937500 Penalty: 4547.822754
	Iteration 19Q: 3 clusters Score -692195.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -692200.875000 Penalty: 4547.822754
	Iteration 20F: 3 clusters Score -692200.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -692204.125000 Penalty: 4547.822754
	Iteration 21Q: 3 clusters Score -692204.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -692205.125000 Penalty: 4547.822754
	Iteration 22Q: 3 clusters Score -692205.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -692206.562500 Penalty: 4547.822754
	Iteration 23Q: 3 clusters Score -692206.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -692208.937500 Penalty: 4547.822754
	Iteration 24Q: 3 clusters Score -692208.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -692209.750000 Penalty: 4547.822754
	Iteration 25Q: 3 clusters Score -692209.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -692211.750000 Penalty: 4547.822754
	Iteration 26Q: 3 clusters Score -692211.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -692213.500000 Penalty: 4547.822754
	Iteration 27Q: 3 clusters Score -692213.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -692212.562500 Penalty: 4547.822754
	Iteration 28Q: 3 clusters Score -692212.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -692213.125000 Penalty: 4547.822754
	Iteration 29Q: 3 clusters Score -692213.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -692213.750000 Penalty: 4547.822754
	Iteration 30Q: 3 clusters Score -692213.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -692214.687500 Penalty: 4547.822754
	Iteration 31Q: 3 clusters Score -692214.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -692216.875000 Penalty: 4547.822754
	Iteration 32Q: 3 clusters Score -692216.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -692219.250000 Penalty: 4547.822754
	Iteration 33Q: 3 clusters Score -692219.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -692219.250000 Penalty: 4547.822754
	Iteration 34F: 3 clusters Score -692219.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Entering Unmasked Estep 
Score: -215368.437500 Penalty: 2003.591675
	Iteration 0F: 2 clusters Score -215368.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -211986.156250 Penalty: 4007.183350
	Iteration 0F: 3 clusters Score -211986.2 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -212835.031250 Penalty: 4007.183350
	Iteration 1F: 3 clusters Score -212835 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -213133.656250 Penalty: 4007.183350
	Iteration 2F: 3 clusters Score -213133.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -213459.781250 Penalty: 4007.183350
	Iteration 3F: 3 clusters Score -213459.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -213822.484375 Penalty: 4007.183350
	Iteration 4F: 3 clusters Score -213822.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -214080.765625 Penalty: 4007.183350
	Iteration 5F: 3 clusters Score -214080.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -214260.375000 Penalty: 4007.183350
	Iteration 6F: 3 clusters Score -214260.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -214366.765625 Penalty: 4007.183350
	Iteration 7Q: 3 clusters Score -214366.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -214414.593750 Penalty: 4007.183350
	Iteration 8Q: 3 clusters Score -214414.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -214450.859375 Penalty: 4007.183350
	Iteration 9Q: 3 clusters Score -214450.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -214470.484375 Penalty: 4007.183350
	Iteration 10Q: 3 clusters Score -214470.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -214487.562500 Penalty: 4007.183350
	Iteration 11Q: 3 clusters Score -214487.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -214503.968750 Penalty: 4007.183350
	Iteration 12Q: 3 clusters Score -214504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -214513.937500 Penalty: 4007.183350
	Iteration 13Q: 3 clusters Score -214513.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -214522.656250 Penalty: 4007.183350
	Iteration 14Q: 3 clusters Score -214522.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -214528.828125 Penalty: 4007.183350
	Iteration 15Q: 3 clusters Score -214528.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -214536.281250 Penalty: 4007.183350
	Iteration 16Q: 3 clusters Score -214536.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -214540.500000 Penalty: 4007.183350
	Iteration 17Q: 3 clusters Score -214540.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -214544.937500 Penalty: 4007.183350
	Iteration 18Q: 3 clusters Score -214544.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -214547.843750 Penalty: 4007.183350
	Iteration 19Q: 3 clusters Score -214547.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -214549.953125 Penalty: 4007.183350
	Iteration 20F: 3 clusters Score -214550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -214551.625000 Penalty: 4007.183350
	Iteration 21Q: 3 clusters Score -214551.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -214553.406250 Penalty: 4007.183350
	Iteration 22Q: 3 clusters Score -214553.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -214555.468750 Penalty: 4007.183350
	Iteration 23Q: 3 clusters Score -214555.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -214557.312500 Penalty: 4007.183350
	Iteration 24Q: 3 clusters Score -214557.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -214557.734375 Penalty: 4007.183350
	Iteration 25Q: 3 clusters Score -214557.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -214558.640625 Penalty: 4007.183350
	Iteration 26Q: 3 clusters Score -214558.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -214559.187500 Penalty: 4007.183350
	Iteration 27Q: 3 clusters Score -214559.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -214559.187500 Penalty: 4007.183350
	Iteration 28F: 3 clusters Score -214559.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Entering Unmasked Estep 
Score: -216512.515625 Penalty: 1987.144897
	Iteration 0F: 2 clusters Score -216512.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -213258.468750 Penalty: 3974.289795
	Iteration 0F: 3 clusters Score -213258.5 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -214005.921875 Penalty: 3974.289795
	Iteration 1F: 3 clusters Score -214005.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -214238.906250 Penalty: 3974.289795
	Iteration 2F: 3 clusters Score -214238.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -214393.843750 Penalty: 3974.289795
	Iteration 3F: 3 clusters Score -214393.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -214515.578125 Penalty: 3974.289795
	Iteration 4Q: 3 clusters Score -214515.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -214639.765625 Penalty: 3974.289795
	Iteration 5Q: 3 clusters Score -214639.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -214759.109375 Penalty: 3974.289795
	Iteration 6Q: 3 clusters Score -214759.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -214889.515625 Penalty: 3974.289795
	Iteration 7Q: 3 clusters Score -214889.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -215004.812500 Penalty: 3974.289795
	Iteration 8Q: 3 clusters Score -215004.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -215083.843750 Penalty: 3974.289795
	Iteration 9Q: 3 clusters Score -215083.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -215140.125000 Penalty: 3974.289795
	Iteration 10Q: 3 clusters Score -215140.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -215192.640625 Penalty: 3974.289795
	Iteration 11Q: 3 clusters Score -215192.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -215226.593750 Penalty: 3974.289795
	Iteration 12Q: 3 clusters Score -215226.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -215255.031250 Penalty: 3974.289795
	Iteration 13Q: 3 clusters Score -215255 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -215273.375000 Penalty: 3974.289795
	Iteration 14Q: 3 clusters Score -215273.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -215289.125000 Penalty: 3974.289795
	Iteration 15Q: 3 clusters Score -215289.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -215303.250000 Penalty: 3974.289795
	Iteration 16Q: 3 clusters Score -215303.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -215315.765625 Penalty: 3974.289795
	Iteration 17Q: 3 clusters Score -215315.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -215325.093750 Penalty: 3974.289795
	Iteration 18Q: 3 clusters Score -215325.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -215329.921875 Penalty: 3974.289795
	Iteration 19Q: 3 clusters Score -215329.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -215331.593750 Penalty: 3974.289795
	Iteration 20F: 3 clusters Score -215331.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -215332.359375 Penalty: 3974.289795
	Iteration 21Q: 3 clusters Score -215332.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -215333.000000 Penalty: 3974.289795
	Iteration 22Q: 3 clusters Score -215333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -215333.000000 Penalty: 3974.289795
	Iteration 23F: 3 clusters Score -215333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Entering Unmasked Estep 
Score: -790047.687500 Penalty: 2301.684326
	Iteration 0F: 2 clusters Score -790047.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -781885.937500 Penalty: 4603.368652
	Iteration 0F: 3 clusters Score -781885.9 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -784396.750000 Penalty: 4603.368652
	Iteration 1F: 3 clusters Score -784396.8 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -784758.625000 Penalty: 4603.368652
	Iteration 2F: 3 clusters Score -784758.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -785008.437500 Penalty: 4603.368652
	Iteration 3F: 3 clusters Score -785008.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -785189.437500 Penalty: 4603.368652
	Iteration 4Q: 3 clusters Score -785189.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -785358.250000 Penalty: 4603.368652
	Iteration 5Q: 3 clusters Score -785358.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -785523.375000 Penalty: 4603.368652
	Iteration 6Q: 3 clusters Score -785523.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -785701.375000 Penalty: 4603.368652
	Iteration 7Q: 3 clusters Score -785701.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -785885.500000 Penalty: 4603.368652
	Iteration 8Q: 3 clusters Score -785885.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -786080.625000 Penalty: 4603.368652
	Iteration 9Q: 3 clusters Score -786080.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -786265.750000 Penalty: 4603.368652
	Iteration 10Q: 3 clusters Score -786265.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -786433.562500 Penalty: 4603.368652
	Iteration 11Q: 3 clusters Score -786433.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -786627.250000 Penalty: 4603.368652
	Iteration 12Q: 3 clusters Score -786627.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -786810.562500 Penalty: 4603.368652
	Iteration 13Q: 3 clusters Score -786810.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -786990.812500 Penalty: 4603.368652
	Iteration 14Q: 3 clusters Score -786990.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -787147.375000 Penalty: 4603.368652
	Iteration 15Q: 3 clusters Score -787147.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -787273.875000 Penalty: 4603.368652
	Iteration 16Q: 3 clusters Score -787273.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -787378.000000 Penalty: 4603.368652
	Iteration 17Q: 3 clusters Score -787378 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -787474.937500 Penalty: 4603.368652
	Iteration 18Q: 3 clusters Score -787474.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -787555.500000 Penalty: 4603.368652
	Iteration 19Q: 3 clusters Score -787555.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -787629.187500 Penalty: 4603.368652
	Iteration 20F: 3 clusters Score -787629.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -787690.125000 Penalty: 4603.368652
	Iteration 21Q: 3 clusters Score -787690.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -787736.562500 Penalty: 4603.368652
	Iteration 22Q: 3 clusters Score -787736.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -787774.812500 Penalty: 4603.368652
	Iteration 23Q: 3 clusters Score -787774.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -787808.312500 Penalty: 4603.368652
	Iteration 24Q: 3 clusters Score -787808.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -787841.125000 Penalty: 4603.368652
	Iteration 25Q: 3 clusters Score -787841.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -787868.875000 Penalty: 4603.368652
	Iteration 26Q: 3 clusters Score -787868.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -787894.812500 Penalty: 4603.368652
	Iteration 27Q: 3 clusters Score -787894.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -787917.562500 Penalty: 4603.368652
	Iteration 28Q: 3 clusters Score -787917.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -787938.312500 Penalty: 4603.368652
	Iteration 29Q: 3 clusters Score -787938.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -787961.437500 Penalty: 4603.368652
	Iteration 30Q: 3 clusters Score -787961.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -787978.125000 Penalty: 4603.368652
	Iteration 31Q: 3 clusters Score -787978.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -787999.687500 Penalty: 4603.368652
	Iteration 32Q: 3 clusters Score -787999.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -788019.187500 Penalty: 4603.368652
	Iteration 33Q: 3 clusters Score -788019.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -788033.062500 Penalty: 4603.368652
	Iteration 34Q: 3 clusters Score -788033.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -788050.625000 Penalty: 4603.368652
	Iteration 35Q: 3 clusters Score -788050.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -788059.500000 Penalty: 4603.368652
	Iteration 36Q: 3 clusters Score -788059.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -788077.062500 Penalty: 4603.368652
	Iteration 37Q: 3 clusters Score -788077.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -788082.937500 Penalty: 4603.368652
	Iteration 38Q: 3 clusters Score -788082.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -788091.500000 Penalty: 4603.368652
	Iteration 39Q: 3 clusters Score -788091.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -788097.937500 Penalty: 4603.368652
	Iteration 40F: 3 clusters Score -788097.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -788105.312500 Penalty: 4603.368652
	Iteration 41Q: 3 clusters Score -788105.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -788108.000000 Penalty: 4603.368652
	Iteration 42Q: 3 clusters Score -788108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -788115.437500 Penalty: 4603.368652
	Iteration 43Q: 3 clusters Score -788115.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -788116.937500 Penalty: 4603.368652
	Iteration 44Q: 3 clusters Score -788116.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -788128.437500 Penalty: 4603.368652
	Iteration 45Q: 3 clusters Score -788128.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -788132.875000 Penalty: 4603.368652
	Iteration 46Q: 3 clusters Score -788132.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -788143.062500 Penalty: 4603.368652
	Iteration 47Q: 3 clusters Score -788143.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -788153.062500 Penalty: 4603.368652
	Iteration 48Q: 3 clusters Score -788153.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -788160.187500 Penalty: 4603.368652
	Iteration 49Q: 3 clusters Score -788160.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -788173.500000 Penalty: 4603.368652
	Iteration 50Q: 3 clusters Score -788173.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -788183.562500 Penalty: 4603.368652
	Iteration 51Q: 3 clusters Score -788183.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -788195.750000 Penalty: 4603.368652
	Iteration 52Q: 3 clusters Score -788195.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -788212.125000 Penalty: 4603.368652
	Iteration 53Q: 3 clusters Score -788212.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -788231.437500 Penalty: 4603.368652
	Iteration 54Q: 3 clusters Score -788231.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -788250.625000 Penalty: 4603.368652
	Iteration 55Q: 3 clusters Score -788250.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -788267.687500 Penalty: 4603.368652
	Iteration 56Q: 3 clusters Score -788267.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -788292.187500 Penalty: 4603.368652
	Iteration 57Q: 3 clusters Score -788292.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -788310.500000 Penalty: 4603.368652
	Iteration 58Q: 3 clusters Score -788310.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -788330.625000 Penalty: 4603.368652
	Iteration 59Q: 3 clusters Score -788330.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -788350.375000 Penalty: 4603.368652
	Iteration 60F: 3 clusters Score -788350.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -788366.437500 Penalty: 4603.368652
	Iteration 61Q: 3 clusters Score -788366.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -788383.937500 Penalty: 4603.368652
	Iteration 62Q: 3 clusters Score -788383.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -788396.437500 Penalty: 4603.368652
	Iteration 63Q: 3 clusters Score -788396.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -788403.125000 Penalty: 4603.368652
	Iteration 64Q: 3 clusters Score -788403.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -788414.500000 Penalty: 4603.368652
	Iteration 65Q: 3 clusters Score -788414.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -788420.687500 Penalty: 4603.368652
	Iteration 66Q: 3 clusters Score -788420.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -788423.250000 Penalty: 4603.368652
	Iteration 67Q: 3 clusters Score -788423.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -788429.625000 Penalty: 4603.368652
	Iteration 68Q: 3 clusters Score -788429.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -788434.937500 Penalty: 4603.368652
	Iteration 69Q: 3 clusters Score -788434.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -788443.000000 Penalty: 4603.368652
	Iteration 70Q: 3 clusters Score -788443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -788447.437500 Penalty: 4603.368652
	Iteration 71Q: 3 clusters Score -788447.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -788449.750000 Penalty: 4603.368652
	Iteration 72Q: 3 clusters Score -788449.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -788455.062500 Penalty: 4603.368652
	Iteration 73Q: 3 clusters Score -788455.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -788457.250000 Penalty: 4603.368652
	Iteration 74Q: 3 clusters Score -788457.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -788457.812500 Penalty: 4603.368652
	Iteration 75Q: 3 clusters Score -788457.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -788458.812500 Penalty: 4603.368652
	Iteration 76Q: 3 clusters Score -788458.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -788459.500000 Penalty: 4603.368652
	Iteration 77Q: 3 clusters Score -788459.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -788459.062500 Penalty: 4603.368652
	Iteration 78Q: 3 clusters Score -788459.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -788459.062500 Penalty: 4603.368652
	Iteration 79F: 3 clusters Score -788459.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Entering Unmasked Estep 
Score: -443123.968750 Penalty: 2156.693115
	Iteration 0F: 2 clusters Score -443124 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 2968 members 
Entering Unmasked Estep 
Score: -438020.062500 Penalty: 4313.386230
	Iteration 0F: 3 clusters Score -438020.1 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -439293.968750 Penalty: 4313.386230
	Iteration 1F: 3 clusters Score -439294 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -439576.968750 Penalty: 4313.386230
	Iteration 2F: 3 clusters Score -439577 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -439762.468750 Penalty: 4313.386230
	Iteration 3F: 3 clusters Score -439762.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -439890.593750 Penalty: 4313.386230
	Iteration 4Q: 3 clusters Score -439890.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -439990.250000 Penalty: 4313.386230
	Iteration 5Q: 3 clusters Score -439990.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -440061.562500 Penalty: 4313.386230
	Iteration 6Q: 3 clusters Score -440061.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -440131.500000 Penalty: 4313.386230
	Iteration 7Q: 3 clusters Score -440131.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -440192.250000 Penalty: 4313.386230
	Iteration 8Q: 3 clusters Score -440192.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -440244.500000 Penalty: 4313.386230
	Iteration 9Q: 3 clusters Score -440244.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -440291.250000 Penalty: 4313.386230
	Iteration 10Q: 3 clusters Score -440291.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -440325.875000 Penalty: 4313.386230
	Iteration 11Q: 3 clusters Score -440325.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -440352.750000 Penalty: 4313.386230
	Iteration 12Q: 3 clusters Score -440352.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -440384.343750 Penalty: 4313.386230
	Iteration 13Q: 3 clusters Score -440384.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -440414.125000 Penalty: 4313.386230
	Iteration 14Q: 3 clusters Score -440414.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -440446.718750 Penalty: 4313.386230
	Iteration 15Q: 3 clusters Score -440446.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -440482.937500 Penalty: 4313.386230
	Iteration 16Q: 3 clusters Score -440482.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -440519.218750 Penalty: 4313.386230
	Iteration 17Q: 3 clusters Score -440519.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -440553.156250 Penalty: 4313.386230
	Iteration 18Q: 3 clusters Score -440553.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -440586.531250 Penalty: 4313.386230
	Iteration 19Q: 3 clusters Score -440586.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -440610.593750 Penalty: 4313.386230
	Iteration 20F: 3 clusters Score -440610.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -440633.843750 Penalty: 4313.386230
	Iteration 21Q: 3 clusters Score -440633.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -440659.968750 Penalty: 4313.386230
	Iteration 22Q: 3 clusters Score -440660 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -440687.312500 Penalty: 4313.386230
	Iteration 23Q: 3 clusters Score -440687.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -440716.093750 Penalty: 4313.386230
	Iteration 24Q: 3 clusters Score -440716.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -440746.031250 Penalty: 4313.386230
	Iteration 25Q: 3 clusters Score -440746 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -440780.843750 Penalty: 4313.386230
	Iteration 26Q: 3 clusters Score -440780.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -440813.468750 Penalty: 4313.386230
	Iteration 27Q: 3 clusters Score -440813.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -440851.625000 Penalty: 4313.386230
	Iteration 28Q: 3 clusters Score -440851.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -440896.937500 Penalty: 4313.386230
	Iteration 29Q: 3 clusters Score -440896.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -440935.500000 Penalty: 4313.386230
	Iteration 30Q: 3 clusters Score -440935.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -440972.375000 Penalty: 4313.386230
	Iteration 31Q: 3 clusters Score -440972.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -441008.781250 Penalty: 4313.386230
	Iteration 32Q: 3 clusters Score -441008.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -441033.437500 Penalty: 4313.386230
	Iteration 33Q: 3 clusters Score -441033.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -441050.843750 Penalty: 4313.386230
	Iteration 34Q: 3 clusters Score -441050.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -441063.781250 Penalty: 4313.386230
	Iteration 35Q: 3 clusters Score -441063.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -441069.156250 Penalty: 4313.386230
	Iteration 36Q: 3 clusters Score -441069.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -441072.875000 Penalty: 4313.386230
	Iteration 37Q: 3 clusters Score -441072.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -441079.406250 Penalty: 4313.386230
	Iteration 38Q: 3 clusters Score -441079.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -441091.312500 Penalty: 4313.386230
	Iteration 39Q: 3 clusters Score -441091.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -441109.781250 Penalty: 4313.386230
	Iteration 40F: 3 clusters Score -441109.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -441127.031250 Penalty: 4313.386230
	Iteration 41Q: 3 clusters Score -441127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -441140.718750 Penalty: 4313.386230
	Iteration 42Q: 3 clusters Score -441140.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -441152.531250 Penalty: 4313.386230
	Iteration 43Q: 3 clusters Score -441152.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -441158.250000 Penalty: 4313.386230
	Iteration 44Q: 3 clusters Score -441158.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -441163.093750 Penalty: 4313.386230
	Iteration 45Q: 3 clusters Score -441163.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -441172.343750 Penalty: 4313.386230
	Iteration 46Q: 3 clusters Score -441172.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -441182.125000 Penalty: 4313.386230
	Iteration 47Q: 3 clusters Score -441182.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -441188.718750 Penalty: 4313.386230
	Iteration 48Q: 3 clusters Score -441188.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -441190.468750 Penalty: 4313.386230
	Iteration 49Q: 3 clusters Score -441190.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -441196.125000 Penalty: 4313.386230
	Iteration 50Q: 3 clusters Score -441196.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -441197.156250 Penalty: 4313.386230
	Iteration 51Q: 3 clusters Score -441197.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -441200.531250 Penalty: 4313.386230
	Iteration 52Q: 3 clusters Score -441200.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -441202.468750 Penalty: 4313.386230
	Iteration 53Q: 3 clusters Score -441202.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -441207.031250 Penalty: 4313.386230
	Iteration 54Q: 3 clusters Score -441207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -441209.406250 Penalty: 4313.386230
	Iteration 55Q: 3 clusters Score -441209.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -441212.687500 Penalty: 4313.386230
	Iteration 56Q: 3 clusters Score -441212.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -441217.218750 Penalty: 4313.386230
	Iteration 57Q: 3 clusters Score -441217.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -441222.093750 Penalty: 4313.386230
	Iteration 58Q: 3 clusters Score -441222.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -441226.281250 Penalty: 4313.386230
	Iteration 59Q: 3 clusters Score -441226.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -441233.593750 Penalty: 4313.386230
	Iteration 60F: 3 clusters Score -441233.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -441238.187500 Penalty: 4313.386230
	Iteration 61Q: 3 clusters Score -441238.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -441242.281250 Penalty: 4313.386230
	Iteration 62Q: 3 clusters Score -441242.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -441247.875000 Penalty: 4313.386230
	Iteration 63Q: 3 clusters Score -441247.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -441255.656250 Penalty: 4313.386230
	Iteration 64Q: 3 clusters Score -441255.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -441260.437500 Penalty: 4313.386230
	Iteration 65Q: 3 clusters Score -441260.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -441262.468750 Penalty: 4313.386230
	Iteration 66Q: 3 clusters Score -441262.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -441267.750000 Penalty: 4313.386230
	Iteration 67Q: 3 clusters Score -441267.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -441273.843750 Penalty: 4313.386230
	Iteration 68Q: 3 clusters Score -441273.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -441274.875000 Penalty: 4313.386230
	Iteration 69Q: 3 clusters Score -441274.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -441279.062500 Penalty: 4313.386230
	Iteration 70Q: 3 clusters Score -441279.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -441280.406250 Penalty: 4313.386230
	Iteration 71Q: 3 clusters Score -441280.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -441280.187500 Penalty: 4313.386230
	Iteration 72Q: 3 clusters Score -441280.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -441281.031250 Penalty: 4313.386230
	Iteration 73Q: 3 clusters Score -441281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -441281.031250 Penalty: 4313.386230
	Iteration 74F: 3 clusters Score -441281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Entering Unmasked Estep 
Score: -177528.906250 Penalty: 1947.886475
	Iteration 0F: 2 clusters Score -177528.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -174518.500000 Penalty: 3895.772949
	Iteration 0F: 3 clusters Score -174518.5 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -175181.578125 Penalty: 3895.772949
	Iteration 1F: 3 clusters Score -175181.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -175640.312500 Penalty: 3895.772949
	Iteration 2F: 3 clusters Score -175640.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -176039.546875 Penalty: 3895.772949
	Iteration 3F: 3 clusters Score -176039.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -176275.828125 Penalty: 3895.772949
	Iteration 4F: 3 clusters Score -176275.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -176461.812500 Penalty: 3895.772949
	Iteration 5F: 3 clusters Score -176461.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -176629.531250 Penalty: 3895.772949
	Iteration 6F: 3 clusters Score -176629.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -176755.437500 Penalty: 3895.772949
	Iteration 7Q: 3 clusters Score -176755.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -176911.203125 Penalty: 3895.772949
	Iteration 8Q: 3 clusters Score -176911.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -177043.156250 Penalty: 3895.772949
	Iteration 9Q: 3 clusters Score -177043.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -177152.031250 Penalty: 3895.772949
	Iteration 10Q: 3 clusters Score -177152 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -177249.765625 Penalty: 3895.772949
	Iteration 11Q: 3 clusters Score -177249.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -177396.125000 Penalty: 3895.772949
	Iteration 12Q: 3 clusters Score -177396.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -177604.390625 Penalty: 3895.772949
	Iteration 13Q: 3 clusters Score -177604.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -177853.109375 Penalty: 3895.772949
	Iteration 14Q: 3 clusters Score -177853.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -178070.218750 Penalty: 3895.772949
	Iteration 15Q: 3 clusters Score -178070.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -178239.937500 Penalty: 3895.772949
	Iteration 16Q: 3 clusters Score -178239.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -178335.890625 Penalty: 3895.772949
	Iteration 17Q: 3 clusters Score -178335.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -178378.578125 Penalty: 3895.772949
	Iteration 18Q: 3 clusters Score -178378.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -178421.734375 Penalty: 3895.772949
	Iteration 19Q: 3 clusters Score -178421.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -178449.812500 Penalty: 3895.772949
	Iteration 20F: 3 clusters Score -178449.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -178484.953125 Penalty: 3895.772949
	Iteration 21Q: 3 clusters Score -178485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -178517.156250 Penalty: 3895.772949
	Iteration 22Q: 3 clusters Score -178517.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -178523.859375 Penalty: 3895.772949
	Iteration 23Q: 3 clusters Score -178523.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -178528.671875 Penalty: 3895.772949
	Iteration 24Q: 3 clusters Score -178528.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -178532.265625 Penalty: 3895.772949
	Iteration 25Q: 3 clusters Score -178532.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -178532.265625 Penalty: 3895.772949
	Iteration 26F: 3 clusters Score -178532.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 207744 members 
Mstep: Class 3 contains 60214 members 
Mstep: Class 4 contains 6936 members 
Mstep: Class 5 contains 204730 members 
Mstep: Class 6 contains 9981 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81036 members 
Mstep: Class 10 contains 357987 members 
Mstep: Class 11 contains 45159 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7194 members 
Mstep: Class 15 contains 6422 members 
Mstep: Class 16 contains 130008 members 
Mstep: Class 17 contains 23731 members 
Mstep: Class 18 contains 28141 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11587 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12347 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16155 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34030 members 
Mstep: Class 30 contains 9526 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29047 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9595 members 
Mstep: Class 37 contains 3226 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10732 members 
Mstep: Class 40 contains 5981 members 
Mstep: Class 41 contains 471 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2106 members 
Entering Unmasked Estep 
Score: -102298768.000000 Penalty: 158063.093750
Splitting cluster 41 changes total score from -102299344.000000 to -102298768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (1942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Entering Unmasked Estep 
Score: -141677.703125 Penalty: 1877.725464
	Iteration 0F: 2 clusters Score -141677.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -139129.140625 Penalty: 3755.450928
	Iteration 0F: 3 clusters Score -139129.1 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -139579.984375 Penalty: 3755.450928
	Iteration 1F: 3 clusters Score -139580 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -139688.546875 Penalty: 3755.450928
	Iteration 2F: 3 clusters Score -139688.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -139749.515625 Penalty: 3755.450928
	Iteration 3Q: 3 clusters Score -139749.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -139784.156250 Penalty: 3755.450928
	Iteration 4Q: 3 clusters Score -139784.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -139799.328125 Penalty: 3755.450928
	Iteration 5Q: 3 clusters Score -139799.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -139809.593750 Penalty: 3755.450928
	Iteration 6Q: 3 clusters Score -139809.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -139822.125000 Penalty: 3755.450928
	Iteration 7Q: 3 clusters Score -139822.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -139830.718750 Penalty: 3755.450928
	Iteration 8Q: 3 clusters Score -139830.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -139835.093750 Penalty: 3755.450928
	Iteration 9Q: 3 clusters Score -139835.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -139837.578125 Penalty: 3755.450928
	Iteration 10Q: 3 clusters Score -139837.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -139840.328125 Penalty: 3755.450928
	Iteration 11Q: 3 clusters Score -139840.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -139842.953125 Penalty: 3755.450928
	Iteration 12Q: 3 clusters Score -139843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -139845.453125 Penalty: 3755.450928
	Iteration 13Q: 3 clusters Score -139845.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -139849.625000 Penalty: 3755.450928
	Iteration 14Q: 3 clusters Score -139849.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -139854.078125 Penalty: 3755.450928
	Iteration 15Q: 3 clusters Score -139854.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -139854.890625 Penalty: 3755.450928
	Iteration 16Q: 3 clusters Score -139854.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -139855.812500 Penalty: 3755.450928
	Iteration 17Q: 3 clusters Score -139855.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -139856.484375 Penalty: 3755.450928
	Iteration 18Q: 3 clusters Score -139856.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -139856.484375 Penalty: 3755.450928
	Iteration 19F: 3 clusters Score -139856.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Entering Unmasked Estep 
Score: -110802.281250 Penalty: 1836.412109
	Iteration 0F: 2 clusters Score -110802.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -108460.656250 Penalty: 3672.824219
	Iteration 0F: 3 clusters Score -108460.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -108887.640625 Penalty: 3672.824219
	Iteration 1F: 3 clusters Score -108887.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -109010.148438 Penalty: 3672.824219
	Iteration 2F: 3 clusters Score -109010.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -109082.906250 Penalty: 3672.824219
	Iteration 3Q: 3 clusters Score -109082.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -109129.968750 Penalty: 3672.824219
	Iteration 4Q: 3 clusters Score -109130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -109164.328125 Penalty: 3672.824219
	Iteration 5Q: 3 clusters Score -109164.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -109197.289062 Penalty: 3672.824219
	Iteration 6Q: 3 clusters Score -109197.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -109212.992188 Penalty: 3672.824219
	Iteration 7Q: 3 clusters Score -109213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -109224.867188 Penalty: 3672.824219
	Iteration 8Q: 3 clusters Score -109224.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -109236.234375 Penalty: 3672.824219
	Iteration 9Q: 3 clusters Score -109236.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -109247.539062 Penalty: 3672.824219
	Iteration 10Q: 3 clusters Score -109247.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -109259.539062 Penalty: 3672.824219
	Iteration 11Q: 3 clusters Score -109259.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -109265.390625 Penalty: 3672.824219
	Iteration 12Q: 3 clusters Score -109265.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -109271.695312 Penalty: 3672.824219
	Iteration 13Q: 3 clusters Score -109271.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -109277.132812 Penalty: 3672.824219
	Iteration 14Q: 3 clusters Score -109277.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -109284.179688 Penalty: 3672.824219
	Iteration 15Q: 3 clusters Score -109284.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -109284.664062 Penalty: 3672.824219
	Iteration 16Q: 3 clusters Score -109284.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -109286.875000 Penalty: 3672.824219
	Iteration 17Q: 3 clusters Score -109286.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -109290.304688 Penalty: 3672.824219
	Iteration 18Q: 3 clusters Score -109290.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -109291.000000 Penalty: 3672.824219
	Iteration 19Q: 3 clusters Score -109291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -109291.000000 Penalty: 3672.824219
	Iteration 20F: 3 clusters Score -109291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -187417.546875 Penalty: 1956.678833
	Iteration 0F: 2 clusters Score -187417.5 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 1358 members 
Entering Unmasked Estep 
Score: -184347.718750 Penalty: 3913.357666
	Iteration 0F: 3 clusters Score -184347.7 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -184946.406250 Penalty: 3913.357666
	Iteration 1F: 3 clusters Score -184946.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -185112.500000 Penalty: 3913.357666
	Iteration 2F: 3 clusters Score -185112.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -185249.359375 Penalty: 3913.357666
	Iteration 3F: 3 clusters Score -185249.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -185384.390625 Penalty: 3913.357666
	Iteration 4Q: 3 clusters Score -185384.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -185532.562500 Penalty: 3913.357666
	Iteration 5Q: 3 clusters Score -185532.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -185691.109375 Penalty: 3913.357666
	Iteration 6Q: 3 clusters Score -185691.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -185823.046875 Penalty: 3913.357666
	Iteration 7Q: 3 clusters Score -185823 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -185927.234375 Penalty: 3913.357666
	Iteration 8Q: 3 clusters Score -185927.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -185987.187500 Penalty: 3913.357666
	Iteration 9Q: 3 clusters Score -185987.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -186029.734375 Penalty: 3913.357666
	Iteration 10Q: 3 clusters Score -186029.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -186057.203125 Penalty: 3913.357666
	Iteration 11Q: 3 clusters Score -186057.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -186085.609375 Penalty: 3913.357666
	Iteration 12Q: 3 clusters Score -186085.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -186112.484375 Penalty: 3913.357666
	Iteration 13Q: 3 clusters Score -186112.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -186138.406250 Penalty: 3913.357666
	Iteration 14Q: 3 clusters Score -186138.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -186158.843750 Penalty: 3913.357666
	Iteration 15Q: 3 clusters Score -186158.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -186175.421875 Penalty: 3913.357666
	Iteration 16Q: 3 clusters Score -186175.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -186194.296875 Penalty: 3913.357666
	Iteration 17Q: 3 clusters Score -186194.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -186216.875000 Penalty: 3913.357666
	Iteration 18Q: 3 clusters Score -186216.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -186237.515625 Penalty: 3913.357666
	Iteration 19Q: 3 clusters Score -186237.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -186253.125000 Penalty: 3913.357666
	Iteration 20F: 3 clusters Score -186253.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -186264.234375 Penalty: 3913.357666
	Iteration 21Q: 3 clusters Score -186264.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -186274.578125 Penalty: 3913.357666
	Iteration 22Q: 3 clusters Score -186274.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -186283.375000 Penalty: 3913.357666
	Iteration 23Q: 3 clusters Score -186283.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -186293.500000 Penalty: 3913.357666
	Iteration 24Q: 3 clusters Score -186293.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -186303.328125 Penalty: 3913.357666
	Iteration 25Q: 3 clusters Score -186303.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -186313.015625 Penalty: 3913.357666
	Iteration 26Q: 3 clusters Score -186313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -186321.109375 Penalty: 3913.357666
	Iteration 27Q: 3 clusters Score -186321.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -186329.484375 Penalty: 3913.357666
	Iteration 28Q: 3 clusters Score -186329.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -186334.718750 Penalty: 3913.357666
	Iteration 29Q: 3 clusters Score -186334.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -186340.062500 Penalty: 3913.357666
	Iteration 30Q: 3 clusters Score -186340.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -186344.937500 Penalty: 3913.357666
	Iteration 31Q: 3 clusters Score -186344.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -186347.625000 Penalty: 3913.357666
	Iteration 32Q: 3 clusters Score -186347.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -186349.812500 Penalty: 3913.357666
	Iteration 33Q: 3 clusters Score -186349.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -186353.703125 Penalty: 3913.357666
	Iteration 34Q: 3 clusters Score -186353.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -186355.187500 Penalty: 3913.357666
	Iteration 35Q: 3 clusters Score -186355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -186355.218750 Penalty: 3913.357666
	Iteration 36Q: 3 clusters Score -186355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -186356.781250 Penalty: 3913.357666
	Iteration 37Q: 3 clusters Score -186356.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -186358.515625 Penalty: 3913.357666
	Iteration 38Q: 3 clusters Score -186358.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -186359.343750 Penalty: 3913.357666
	Iteration 39Q: 3 clusters Score -186359.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -186359.343750 Penalty: 3913.357666
	Iteration 40F: 3 clusters Score -186359.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 207744 members 
Mstep: Class 3 contains 60214 members 
Mstep: Class 4 contains 6936 members 
Mstep: Class 5 contains 204730 members 
Mstep: Class 6 contains 9981 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81036 members 
Mstep: Class 10 contains 357987 members 
Mstep: Class 11 contains 45159 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7194 members 
Mstep: Class 15 contains 6422 members 
Mstep: Class 16 contains 130008 members 
Mstep: Class 17 contains 23731 members 
Mstep: Class 18 contains 28141 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11587 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12347 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16155 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34030 members 
Mstep: Class 30 contains 9526 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29047 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9595 members 
Mstep: Class 37 contains 3226 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10732 members 
Mstep: Class 40 contains 5981 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299384.000000 Penalty: 154550.578125
Iteration 279Q: 45 clusters Score -1.022994e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 207744 members 
Mstep: Class 3 contains 60183 members 
Mstep: Class 4 contains 6935 members 
Mstep: Class 5 contains 204772 members 
Mstep: Class 6 contains 9980 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81037 members 
Mstep: Class 10 contains 357971 members 
Mstep: Class 11 contains 45154 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7195 members 
Mstep: Class 15 contains 6422 members 
Mstep: Class 16 contains 130020 members 
Mstep: Class 17 contains 23734 members 
Mstep: Class 18 contains 28131 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11589 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12345 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16155 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34032 members 
Mstep: Class 30 contains 9524 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29053 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9595 members 
Mstep: Class 37 contains 3226 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10732 members 
Mstep: Class 40 contains 5981 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299512.000000 Penalty: 154550.578125
Iteration 280F: 45 clusters Score -1.022995e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 207744 members 
Mstep: Class 3 contains 60158 members 
Mstep: Class 4 contains 6934 members 
Mstep: Class 5 contains 204818 members 
Mstep: Class 6 contains 9978 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81039 members 
Mstep: Class 10 contains 357962 members 
Mstep: Class 11 contains 45142 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7195 members 
Mstep: Class 15 contains 6422 members 
Mstep: Class 16 contains 130028 members 
Mstep: Class 17 contains 23737 members 
Mstep: Class 18 contains 28116 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11593 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12342 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16153 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34036 members 
Mstep: Class 30 contains 9525 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29056 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9595 members 
Mstep: Class 37 contains 3226 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10732 members 
Mstep: Class 40 contains 5981 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299520.000000 Penalty: 154550.578125
Iteration 281Q: 45 clusters Score -1.022995e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 207745 members 
Mstep: Class 3 contains 60141 members 
Mstep: Class 4 contains 6934 members 
Mstep: Class 5 contains 204865 members 
Mstep: Class 6 contains 9978 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81040 members 
Mstep: Class 10 contains 357954 members 
Mstep: Class 11 contains 45123 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7195 members 
Mstep: Class 15 contains 6422 members 
Mstep: Class 16 contains 130029 members 
Mstep: Class 17 contains 23738 members 
Mstep: Class 18 contains 28100 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11596 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12340 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16153 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34037 members 
Mstep: Class 30 contains 9527 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29061 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9595 members 
Mstep: Class 37 contains 3226 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10732 members 
Mstep: Class 40 contains 5982 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299432.000000 Penalty: 154550.578125
Iteration 282Q: 45 clusters Score -1.022994e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 207744 members 
Mstep: Class 3 contains 60118 members 
Mstep: Class 4 contains 6933 members 
Mstep: Class 5 contains 204913 members 
Mstep: Class 6 contains 9974 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81040 members 
Mstep: Class 10 contains 357947 members 
Mstep: Class 11 contains 45110 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7195 members 
Mstep: Class 15 contains 6421 members 
Mstep: Class 16 contains 130032 members 
Mstep: Class 17 contains 23736 members 
Mstep: Class 18 contains 28085 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11602 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 12342 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16152 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34041 members 
Mstep: Class 30 contains 9528 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29067 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9594 members 
Mstep: Class 37 contains 3226 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10733 members 
Mstep: Class 40 contains 5983 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299408.000000 Penalty: 154550.578125
Iteration 283Q: 45 clusters Score -1.022994e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 207744 members 
Mstep: Class 3 contains 60103 members 
Mstep: Class 4 contains 6932 members 
Mstep: Class 5 contains 204951 members 
Mstep: Class 6 contains 9972 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81040 members 
Mstep: Class 10 contains 357938 members 
Mstep: Class 11 contains 45099 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7195 members 
Mstep: Class 15 contains 6421 members 
Mstep: Class 16 contains 130035 members 
Mstep: Class 17 contains 23735 members 
Mstep: Class 18 contains 28080 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11606 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12341 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16149 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34037 members 
Mstep: Class 30 contains 9530 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29071 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9594 members 
Mstep: Class 37 contains 3225 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10733 members 
Mstep: Class 40 contains 5985 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299480.000000 Penalty: 154550.578125
Iteration 284Q: 45 clusters Score -1.022995e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 207745 members 
Mstep: Class 3 contains 60082 members 
Mstep: Class 4 contains 6930 members 
Mstep: Class 5 contains 205000 members 
Mstep: Class 6 contains 9961 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81042 members 
Mstep: Class 10 contains 357944 members 
Mstep: Class 11 contains 45074 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7194 members 
Mstep: Class 15 contains 6422 members 
Mstep: Class 16 contains 130045 members 
Mstep: Class 17 contains 23736 members 
Mstep: Class 18 contains 28069 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11607 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 12340 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13764 members 
Mstep: Class 27 contains 16150 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34035 members 
Mstep: Class 30 contains 9531 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29073 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9594 members 
Mstep: Class 37 contains 3225 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10733 members 
Mstep: Class 40 contains 5985 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299560.000000 Penalty: 154550.578125
Iteration 285Q: 45 clusters Score -1.022996e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 207744 members 
Mstep: Class 3 contains 60055 members 
Mstep: Class 4 contains 6929 members 
Mstep: Class 5 contains 205045 members 
Mstep: Class 6 contains 9952 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81047 members 
Mstep: Class 10 contains 357941 members 
Mstep: Class 11 contains 45063 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7192 members 
Mstep: Class 15 contains 6422 members 
Mstep: Class 16 contains 130059 members 
Mstep: Class 17 contains 23734 members 
Mstep: Class 18 contains 28059 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11609 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 12336 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13764 members 
Mstep: Class 27 contains 16152 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34026 members 
Mstep: Class 30 contains 9532 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29082 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9595 members 
Mstep: Class 37 contains 3225 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10733 members 
Mstep: Class 40 contains 5985 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299464.000000 Penalty: 154550.578125
Iteration 286Q: 45 clusters Score -1.022995e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 207741 members 
Mstep: Class 3 contains 60020 members 
Mstep: Class 4 contains 6927 members 
Mstep: Class 5 contains 205128 members 
Mstep: Class 6 contains 9948 members 
Mstep: Class 7 contains 4701 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81052 members 
Mstep: Class 10 contains 357939 members 
Mstep: Class 11 contains 45016 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7195 members 
Mstep: Class 15 contains 6422 members 
Mstep: Class 16 contains 130070 members 
Mstep: Class 17 contains 23735 members 
Mstep: Class 18 contains 28045 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11616 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12327 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13764 members 
Mstep: Class 27 contains 16151 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34024 members 
Mstep: Class 30 contains 9534 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29089 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9595 members 
Mstep: Class 37 contains 3224 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10734 members 
Mstep: Class 40 contains 5985 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299544.000000 Penalty: 154550.578125
Iteration 287Q: 45 clusters Score -1.022995e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 207740 members 
Mstep: Class 3 contains 59982 members 
Mstep: Class 4 contains 6928 members 
Mstep: Class 5 contains 205215 members 
Mstep: Class 6 contains 9946 members 
Mstep: Class 7 contains 4701 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81055 members 
Mstep: Class 10 contains 357926 members 
Mstep: Class 11 contains 44986 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7196 members 
Mstep: Class 15 contains 6422 members 
Mstep: Class 16 contains 130078 members 
Mstep: Class 17 contains 23735 members 
Mstep: Class 18 contains 28027 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11617 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12327 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13764 members 
Mstep: Class 27 contains 16149 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34024 members 
Mstep: Class 30 contains 9535 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29092 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9595 members 
Mstep: Class 37 contains 3223 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10736 members 
Mstep: Class 40 contains 5985 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299696.000000 Penalty: 154550.578125
Iteration 288Q: 45 clusters Score -1.022997e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 207741 members 
Mstep: Class 3 contains 59941 members 
Mstep: Class 4 contains 6928 members 
Mstep: Class 5 contains 205329 members 
Mstep: Class 6 contains 9946 members 
Mstep: Class 7 contains 4701 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81056 members 
Mstep: Class 10 contains 357930 members 
Mstep: Class 11 contains 44930 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7195 members 
Mstep: Class 15 contains 6422 members 
Mstep: Class 16 contains 130079 members 
Mstep: Class 17 contains 23735 members 
Mstep: Class 18 contains 28003 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11619 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12327 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13764 members 
Mstep: Class 27 contains 16145 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34021 members 
Mstep: Class 30 contains 9535 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29094 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9595 members 
Mstep: Class 37 contains 3223 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10742 members 
Mstep: Class 40 contains 5985 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299720.000000 Penalty: 154550.578125
Iteration 289Q: 45 clusters Score -1.022997e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 207740 members 
Mstep: Class 3 contains 59905 members 
Mstep: Class 4 contains 6928 members 
Mstep: Class 5 contains 205429 members 
Mstep: Class 6 contains 9942 members 
Mstep: Class 7 contains 4701 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81046 members 
Mstep: Class 10 contains 357954 members 
Mstep: Class 11 contains 44880 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7196 members 
Mstep: Class 15 contains 6422 members 
Mstep: Class 16 contains 130090 members 
Mstep: Class 17 contains 23735 members 
Mstep: Class 18 contains 27976 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11616 members 
Mstep: Class 21 contains 3922 members 
Mstep: Class 22 contains 12324 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16142 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34017 members 
Mstep: Class 30 contains 9536 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29093 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9596 members 
Mstep: Class 37 contains 3222 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10743 members 
Mstep: Class 40 contains 5985 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299792.000000 Penalty: 154550.578125
Iteration 290Q: 45 clusters Score -1.022998e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 207741 members 
Mstep: Class 3 contains 59868 members 
Mstep: Class 4 contains 6927 members 
Mstep: Class 5 contains 205520 members 
Mstep: Class 6 contains 9939 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81040 members 
Mstep: Class 10 contains 357940 members 
Mstep: Class 11 contains 44855 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 6422 members 
Mstep: Class 16 contains 130101 members 
Mstep: Class 17 contains 23737 members 
Mstep: Class 18 contains 27953 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11615 members 
Mstep: Class 21 contains 3921 members 
Mstep: Class 22 contains 12322 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16139 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34014 members 
Mstep: Class 30 contains 9537 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2483 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29099 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9597 members 
Mstep: Class 37 contains 3221 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10744 members 
Mstep: Class 40 contains 5985 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300024.000000 Penalty: 154550.578125
Iteration 291Q: 45 clusters Score -1.023e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 207740 members 
Mstep: Class 3 contains 59831 members 
Mstep: Class 4 contains 6925 members 
Mstep: Class 5 contains 205613 members 
Mstep: Class 6 contains 9937 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81031 members 
Mstep: Class 10 contains 357937 members 
Mstep: Class 11 contains 44817 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 6422 members 
Mstep: Class 16 contains 130118 members 
Mstep: Class 17 contains 23741 members 
Mstep: Class 18 contains 27922 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11612 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12324 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13762 members 
Mstep: Class 27 contains 16137 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34015 members 
Mstep: Class 30 contains 9539 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2484 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29101 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9599 members 
Mstep: Class 37 contains 3221 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10749 members 
Mstep: Class 40 contains 5985 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300024.000000 Penalty: 154550.578125
Iteration 292Q: 45 clusters Score -1.023e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 207737 members 
Mstep: Class 3 contains 59799 members 
Mstep: Class 4 contains 6924 members 
Mstep: Class 5 contains 205724 members 
Mstep: Class 6 contains 9936 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81024 members 
Mstep: Class 10 contains 357944 members 
Mstep: Class 11 contains 44745 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 6422 members 
Mstep: Class 16 contains 130133 members 
Mstep: Class 17 contains 23744 members 
Mstep: Class 18 contains 27897 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11614 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 12317 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13762 members 
Mstep: Class 27 contains 16136 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34019 members 
Mstep: Class 30 contains 9539 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2484 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29103 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9602 members 
Mstep: Class 37 contains 3220 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10753 members 
Mstep: Class 40 contains 5985 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300080.000000 Penalty: 154550.578125
Iteration 293Q: 45 clusters Score -1.023001e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 207734 members 
Mstep: Class 3 contains 59769 members 
Mstep: Class 4 contains 6922 members 
Mstep: Class 5 contains 205815 members 
Mstep: Class 6 contains 9936 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81028 members 
Mstep: Class 10 contains 357954 members 
Mstep: Class 11 contains 44693 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7199 members 
Mstep: Class 15 contains 6422 members 
Mstep: Class 16 contains 130143 members 
Mstep: Class 17 contains 23745 members 
Mstep: Class 18 contains 27870 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11616 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12310 members 
Mstep: Class 23 contains 10848 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16133 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34015 members 
Mstep: Class 30 contains 9539 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2484 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29105 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9604 members 
Mstep: Class 37 contains 3220 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10755 members 
Mstep: Class 40 contains 5985 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300136.000000 Penalty: 154550.578125
Iteration 294Q: 45 clusters Score -1.023001e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 207734 members 
Mstep: Class 3 contains 59730 members 
Mstep: Class 4 contains 6919 members 
Mstep: Class 5 contains 205927 members 
Mstep: Class 6 contains 9935 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81020 members 
Mstep: Class 10 contains 357945 members 
Mstep: Class 11 contains 44645 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7199 members 
Mstep: Class 15 contains 6422 members 
Mstep: Class 16 contains 130156 members 
Mstep: Class 17 contains 23750 members 
Mstep: Class 18 contains 27841 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11622 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12307 members 
Mstep: Class 23 contains 10848 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16130 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34016 members 
Mstep: Class 30 contains 9538 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2484 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29108 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9605 members 
Mstep: Class 37 contains 3220 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10759 members 
Mstep: Class 40 contains 5985 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300192.000000 Penalty: 154550.578125
Iteration 295Q: 45 clusters Score -1.023002e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 207733 members 
Mstep: Class 3 contains 59692 members 
Mstep: Class 4 contains 6916 members 
Mstep: Class 5 contains 206046 members 
Mstep: Class 6 contains 9932 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81028 members 
Mstep: Class 10 contains 357953 members 
Mstep: Class 11 contains 44592 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7199 members 
Mstep: Class 15 contains 6421 members 
Mstep: Class 16 contains 130157 members 
Mstep: Class 17 contains 23749 members 
Mstep: Class 18 contains 27813 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11623 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12302 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16127 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34017 members 
Mstep: Class 30 contains 9540 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2484 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29103 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9606 members 
Mstep: Class 37 contains 3219 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10762 members 
Mstep: Class 40 contains 5985 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300208.000000 Penalty: 154550.578125
Iteration 296Q: 45 clusters Score -1.023002e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 207732 members 
Mstep: Class 3 contains 59655 members 
Mstep: Class 4 contains 6912 members 
Mstep: Class 5 contains 206168 members 
Mstep: Class 6 contains 9931 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81031 members 
Mstep: Class 10 contains 357946 members 
Mstep: Class 11 contains 44554 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7199 members 
Mstep: Class 15 contains 6420 members 
Mstep: Class 16 contains 130155 members 
Mstep: Class 17 contains 23760 members 
Mstep: Class 18 contains 27781 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11622 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12296 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16123 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34012 members 
Mstep: Class 30 contains 9538 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2484 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29104 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9606 members 
Mstep: Class 37 contains 3219 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10765 members 
Mstep: Class 40 contains 5986 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300208.000000 Penalty: 154550.578125
Iteration 297Q: 45 clusters Score -1.023002e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 207730 members 
Mstep: Class 3 contains 59630 members 
Mstep: Class 4 contains 6911 members 
Mstep: Class 5 contains 206273 members 
Mstep: Class 6 contains 9929 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81028 members 
Mstep: Class 10 contains 357944 members 
Mstep: Class 11 contains 44515 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7199 members 
Mstep: Class 15 contains 6420 members 
Mstep: Class 16 contains 130152 members 
Mstep: Class 17 contains 23768 members 
Mstep: Class 18 contains 27764 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11612 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12291 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16118 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34014 members 
Mstep: Class 30 contains 9538 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2484 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29099 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9607 members 
Mstep: Class 37 contains 3220 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10768 members 
Mstep: Class 40 contains 5986 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1644 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300280.000000 Penalty: 154550.578125
Iteration 298Q: 45 clusters Score -1.023003e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 207727 members 
Mstep: Class 3 contains 59602 members 
Mstep: Class 4 contains 6908 members 
Mstep: Class 5 contains 206395 members 
Mstep: Class 6 contains 9929 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81023 members 
Mstep: Class 10 contains 357935 members 
Mstep: Class 11 contains 44478 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7196 members 
Mstep: Class 15 contains 6420 members 
Mstep: Class 16 contains 130135 members 
Mstep: Class 17 contains 23778 members 
Mstep: Class 18 contains 27744 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11609 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12286 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16115 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34015 members 
Mstep: Class 30 contains 9539 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2484 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29101 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9605 members 
Mstep: Class 37 contains 3219 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10770 members 
Mstep: Class 40 contains 5986 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300136.000000 Penalty: 154550.578125
Iteration 299Q: 45 clusters Score -1.023001e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 207723 members 
Mstep: Class 3 contains 59563 members 
Mstep: Class 4 contains 6904 members 
Mstep: Class 5 contains 206553 members 
Mstep: Class 6 contains 9929 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81029 members 
Mstep: Class 10 contains 357921 members 
Mstep: Class 11 contains 44421 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7194 members 
Mstep: Class 15 contains 6420 members 
Mstep: Class 16 contains 130124 members 
Mstep: Class 17 contains 23786 members 
Mstep: Class 18 contains 27718 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11605 members 
Mstep: Class 21 contains 3921 members 
Mstep: Class 22 contains 12278 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16111 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34015 members 
Mstep: Class 30 contains 9541 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2484 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29103 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9605 members 
Mstep: Class 37 contains 3212 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10773 members 
Mstep: Class 40 contains 5986 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300120.000000 Penalty: 154550.578125
Iteration 300F: 45 clusters Score -1.023001e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 207720 members 
Mstep: Class 3 contains 59518 members 
Mstep: Class 4 contains 6901 members 
Mstep: Class 5 contains 206702 members 
Mstep: Class 6 contains 9924 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81018 members 
Mstep: Class 10 contains 357908 members 
Mstep: Class 11 contains 44376 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7192 members 
Mstep: Class 15 contains 6420 members 
Mstep: Class 16 contains 130126 members 
Mstep: Class 17 contains 23791 members 
Mstep: Class 18 contains 27693 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11607 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 12275 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16106 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34008 members 
Mstep: Class 30 contains 9546 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2484 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29105 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9605 members 
Mstep: Class 37 contains 3209 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10777 members 
Mstep: Class 40 contains 5986 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300152.000000 Penalty: 154550.578125
Iteration 301Q: 45 clusters Score -1.023002e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 207721 members 
Mstep: Class 3 contains 59469 members 
Mstep: Class 4 contains 6901 members 
Mstep: Class 5 contains 206835 members 
Mstep: Class 6 contains 9920 members 
Mstep: Class 7 contains 4706 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81020 members 
Mstep: Class 10 contains 357902 members 
Mstep: Class 11 contains 44352 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7190 members 
Mstep: Class 15 contains 6420 members 
Mstep: Class 16 contains 130116 members 
Mstep: Class 17 contains 23793 members 
Mstep: Class 18 contains 27663 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11606 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 12270 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34005 members 
Mstep: Class 30 contains 9548 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2484 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29103 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9605 members 
Mstep: Class 37 contains 3208 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10776 members 
Mstep: Class 40 contains 5986 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300128.000000 Penalty: 154550.578125
Iteration 302Q: 45 clusters Score -1.023001e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 207720 members 
Mstep: Class 3 contains 59422 members 
Mstep: Class 4 contains 6901 members 
Mstep: Class 5 contains 206944 members 
Mstep: Class 6 contains 9918 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81019 members 
Mstep: Class 10 contains 357902 members 
Mstep: Class 11 contains 44319 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7190 members 
Mstep: Class 15 contains 6420 members 
Mstep: Class 16 contains 130106 members 
Mstep: Class 17 contains 23795 members 
Mstep: Class 18 contains 27638 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11604 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 12268 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13764 members 
Mstep: Class 27 contains 16104 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34014 members 
Mstep: Class 30 contains 9549 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2484 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29101 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9605 members 
Mstep: Class 37 contains 3208 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10777 members 
Mstep: Class 40 contains 5986 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300152.000000 Penalty: 154550.578125
Iteration 303Q: 45 clusters Score -1.023002e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 207716 members 
Mstep: Class 3 contains 59382 members 
Mstep: Class 4 contains 6901 members 
Mstep: Class 5 contains 207049 members 
Mstep: Class 6 contains 9916 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81021 members 
Mstep: Class 10 contains 357906 members 
Mstep: Class 11 contains 44282 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7189 members 
Mstep: Class 15 contains 6420 members 
Mstep: Class 16 contains 130102 members 
Mstep: Class 17 contains 23801 members 
Mstep: Class 18 contains 27615 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11603 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 12270 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16101 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34010 members 
Mstep: Class 30 contains 9549 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2484 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29099 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9606 members 
Mstep: Class 37 contains 3207 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10778 members 
Mstep: Class 40 contains 5987 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300176.000000 Penalty: 154550.578125
Iteration 304Q: 45 clusters Score -1.023002e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 207714 members 
Mstep: Class 3 contains 59335 members 
Mstep: Class 4 contains 6901 members 
Mstep: Class 5 contains 207154 members 
Mstep: Class 6 contains 9913 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81036 members 
Mstep: Class 10 contains 357913 members 
Mstep: Class 11 contains 44242 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7188 members 
Mstep: Class 15 contains 6420 members 
Mstep: Class 16 contains 130102 members 
Mstep: Class 17 contains 23802 members 
Mstep: Class 18 contains 27592 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11599 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 12275 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16100 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34004 members 
Mstep: Class 30 contains 9549 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2484 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29091 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9606 members 
Mstep: Class 37 contains 3207 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10780 members 
Mstep: Class 40 contains 5988 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300272.000000 Penalty: 154550.578125
Iteration 305Q: 45 clusters Score -1.023003e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 207714 members 
Mstep: Class 3 contains 59299 members 
Mstep: Class 4 contains 6901 members 
Mstep: Class 5 contains 207248 members 
Mstep: Class 6 contains 9909 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81039 members 
Mstep: Class 10 contains 357914 members 
Mstep: Class 11 contains 44208 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7190 members 
Mstep: Class 15 contains 6420 members 
Mstep: Class 16 contains 130109 members 
Mstep: Class 17 contains 23804 members 
Mstep: Class 18 contains 27574 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11593 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 12274 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16096 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34000 members 
Mstep: Class 30 contains 9548 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2484 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29087 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 9607 members 
Mstep: Class 37 contains 3206 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10781 members 
Mstep: Class 40 contains 5988 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300272.000000 Penalty: 154550.578125
Iteration 306Q: 45 clusters Score -1.023003e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 207714 members 
Mstep: Class 3 contains 59258 members 
Mstep: Class 4 contains 6901 members 
Mstep: Class 5 contains 207369 members 
Mstep: Class 6 contains 9907 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81037 members 
Mstep: Class 10 contains 357914 members 
Mstep: Class 11 contains 44159 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7193 members 
Mstep: Class 15 contains 6420 members 
Mstep: Class 16 contains 130107 members 
Mstep: Class 17 contains 23807 members 
Mstep: Class 18 contains 27553 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11588 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 12271 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16092 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34001 members 
Mstep: Class 30 contains 9549 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2484 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29086 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 9607 members 
Mstep: Class 37 contains 3205 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10783 members 
Mstep: Class 40 contains 5988 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300328.000000 Penalty: 154550.578125
Iteration 307Q: 45 clusters Score -1.023003e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 207713 members 
Mstep: Class 3 contains 59215 members 
Mstep: Class 4 contains 6901 members 
Mstep: Class 5 contains 207497 members 
Mstep: Class 6 contains 9898 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81029 members 
Mstep: Class 10 contains 357902 members 
Mstep: Class 11 contains 44135 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7194 members 
Mstep: Class 15 contains 6420 members 
Mstep: Class 16 contains 130113 members 
Mstep: Class 17 contains 23807 members 
Mstep: Class 18 contains 27530 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11586 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 12266 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16089 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 33998 members 
Mstep: Class 30 contains 9548 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2484 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29086 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 9607 members 
Mstep: Class 37 contains 3203 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10783 members 
Mstep: Class 40 contains 5988 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300408.000000 Penalty: 154550.578125
Iteration 308Q: 45 clusters Score -1.023004e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 207713 members 
Mstep: Class 3 contains 59181 members 
Mstep: Class 4 contains 6900 members 
Mstep: Class 5 contains 207649 members 
Mstep: Class 6 contains 9893 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81032 members 
Mstep: Class 10 contains 357889 members 
Mstep: Class 11 contains 44078 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7194 members 
Mstep: Class 15 contains 6420 members 
Mstep: Class 16 contains 130104 members 
Mstep: Class 17 contains 23809 members 
Mstep: Class 18 contains 27511 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11580 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 12259 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16083 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 33999 members 
Mstep: Class 30 contains 9547 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2484 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29087 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 9607 members 
Mstep: Class 37 contains 3201 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10784 members 
Mstep: Class 40 contains 5988 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300392.000000 Penalty: 154550.578125
Iteration 309Q: 45 clusters Score -1.023004e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 207714 members 
Mstep: Class 3 contains 59134 members 
Mstep: Class 4 contains 6899 members 
Mstep: Class 5 contains 207787 members 
Mstep: Class 6 contains 9892 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81024 members 
Mstep: Class 10 contains 357867 members 
Mstep: Class 11 contains 44051 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7195 members 
Mstep: Class 15 contains 6420 members 
Mstep: Class 16 contains 130109 members 
Mstep: Class 17 contains 23811 members 
Mstep: Class 18 contains 27493 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11579 members 
Mstep: Class 21 contains 3922 members 
Mstep: Class 22 contains 12254 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16079 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 33990 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2485 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29086 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 9607 members 
Mstep: Class 37 contains 3201 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10784 members 
Mstep: Class 40 contains 5988 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300416.000000 Penalty: 154550.578125
Iteration 310Q: 45 clusters Score -1.023004e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 207715 members 
Mstep: Class 3 contains 59084 members 
Mstep: Class 4 contains 6898 members 
Mstep: Class 5 contains 207941 members 
Mstep: Class 6 contains 9885 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81020 members 
Mstep: Class 10 contains 357849 members 
Mstep: Class 11 contains 44027 members 
Mstep: Class 12 contains 4466 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7195 members 
Mstep: Class 15 contains 6420 members 
Mstep: Class 16 contains 130105 members 
Mstep: Class 17 contains 23812 members 
Mstep: Class 18 contains 27475 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11579 members 
Mstep: Class 21 contains 3921 members 
Mstep: Class 22 contains 12247 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13762 members 
Mstep: Class 27 contains 16072 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 33986 members 
Mstep: Class 30 contains 9546 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2486 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29076 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 9607 members 
Mstep: Class 37 contains 3198 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10784 members 
Mstep: Class 40 contains 5988 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300472.000000 Penalty: 154550.578125
Iteration 311Q: 45 clusters Score -1.023005e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 207714 members 
Mstep: Class 3 contains 59037 members 
Mstep: Class 4 contains 6898 members 
Mstep: Class 5 contains 208081 members 
Mstep: Class 6 contains 9881 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81015 members 
Mstep: Class 10 contains 357817 members 
Mstep: Class 11 contains 44018 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7196 members 
Mstep: Class 15 contains 6420 members 
Mstep: Class 16 contains 130095 members 
Mstep: Class 17 contains 23818 members 
Mstep: Class 18 contains 27450 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11585 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12241 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 16067 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 33986 members 
Mstep: Class 30 contains 9541 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2488 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29066 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 9608 members 
Mstep: Class 37 contains 3197 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10786 members 
Mstep: Class 40 contains 5988 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300568.000000 Penalty: 154550.578125
Iteration 312Q: 45 clusters Score -1.023006e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 207716 members 
Mstep: Class 3 contains 58991 members 
Mstep: Class 4 contains 6897 members 
Mstep: Class 5 contains 208222 members 
Mstep: Class 6 contains 9878 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81009 members 
Mstep: Class 10 contains 357787 members 
Mstep: Class 11 contains 44003 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 6419 members 
Mstep: Class 16 contains 130092 members 
Mstep: Class 17 contains 23824 members 
Mstep: Class 18 contains 27420 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11580 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12238 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13764 members 
Mstep: Class 27 contains 16066 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 33985 members 
Mstep: Class 30 contains 9540 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29058 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 9608 members 
Mstep: Class 37 contains 3196 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10789 members 
Mstep: Class 40 contains 5988 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300472.000000 Penalty: 154550.578125
Iteration 313Q: 45 clusters Score -1.023005e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 207718 members 
Mstep: Class 3 contains 58943 members 
Mstep: Class 4 contains 6897 members 
Mstep: Class 5 contains 208347 members 
Mstep: Class 6 contains 9875 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81008 members 
Mstep: Class 10 contains 357773 members 
Mstep: Class 11 contains 43977 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 6418 members 
Mstep: Class 16 contains 130094 members 
Mstep: Class 17 contains 23830 members 
Mstep: Class 18 contains 27394 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11572 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13765 members 
Mstep: Class 27 contains 16063 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 33987 members 
Mstep: Class 30 contains 9540 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29050 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9608 members 
Mstep: Class 37 contains 3197 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10789 members 
Mstep: Class 40 contains 5989 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300552.000000 Penalty: 154550.578125
Iteration 314Q: 45 clusters Score -1.023006e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 207719 members 
Mstep: Class 3 contains 58895 members 
Mstep: Class 4 contains 6897 members 
Mstep: Class 5 contains 208482 members 
Mstep: Class 6 contains 9873 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81005 members 
Mstep: Class 10 contains 357754 members 
Mstep: Class 11 contains 43950 members 
Mstep: Class 12 contains 4468 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 6416 members 
Mstep: Class 16 contains 130095 members 
Mstep: Class 17 contains 23835 members 
Mstep: Class 18 contains 27374 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11565 members 
Mstep: Class 21 contains 3918 members 
Mstep: Class 22 contains 12238 members 
Mstep: Class 23 contains 10846 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 16059 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 33982 members 
Mstep: Class 30 contains 9540 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29046 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9608 members 
Mstep: Class 37 contains 3197 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10788 members 
Mstep: Class 40 contains 5989 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300688.000000 Penalty: 154550.578125
Iteration 315Q: 45 clusters Score -1.023007e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 207721 members 
Mstep: Class 3 contains 58849 members 
Mstep: Class 4 contains 6898 members 
Mstep: Class 5 contains 208621 members 
Mstep: Class 6 contains 9870 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 81006 members 
Mstep: Class 10 contains 357726 members 
Mstep: Class 11 contains 43905 members 
Mstep: Class 12 contains 4468 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 6414 members 
Mstep: Class 16 contains 130098 members 
Mstep: Class 17 contains 23836 members 
Mstep: Class 18 contains 27357 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11561 members 
Mstep: Class 21 contains 3918 members 
Mstep: Class 22 contains 12233 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13765 members 
Mstep: Class 27 contains 16054 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 33988 members 
Mstep: Class 30 contains 9543 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29046 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9608 members 
Mstep: Class 37 contains 3196 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10788 members 
Mstep: Class 40 contains 5990 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300680.000000 Penalty: 154550.578125
Iteration 316Q: 45 clusters Score -1.023007e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 207719 members 
Mstep: Class 3 contains 58806 members 
Mstep: Class 4 contains 6897 members 
Mstep: Class 5 contains 208757 members 
Mstep: Class 6 contains 9869 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80993 members 
Mstep: Class 10 contains 357704 members 
Mstep: Class 11 contains 43865 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130094 members 
Mstep: Class 17 contains 23841 members 
Mstep: Class 18 contains 27341 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11564 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 12233 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 16048 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 33984 members 
Mstep: Class 30 contains 9542 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29048 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9608 members 
Mstep: Class 37 contains 3196 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10789 members 
Mstep: Class 40 contains 5992 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300776.000000 Penalty: 154550.578125
Iteration 317Q: 45 clusters Score -1.023008e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 207717 members 
Mstep: Class 3 contains 58759 members 
Mstep: Class 4 contains 6897 members 
Mstep: Class 5 contains 208895 members 
Mstep: Class 6 contains 9866 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80984 members 
Mstep: Class 10 contains 357694 members 
Mstep: Class 11 contains 43822 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7199 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130087 members 
Mstep: Class 17 contains 23846 members 
Mstep: Class 18 contains 27323 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11559 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13768 members 
Mstep: Class 27 contains 16043 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 33991 members 
Mstep: Class 30 contains 9541 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29048 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9608 members 
Mstep: Class 37 contains 3198 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10791 members 
Mstep: Class 40 contains 5992 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300624.000000 Penalty: 154550.578125
Iteration 318Q: 45 clusters Score -1.023006e+08 nChanged 388
Entering ConstructFrom: 
Score: -102300624.000000 Penalty: 154550.578125
Entering ConstructFrom: 
Trying to split cluster 1 (18450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Entering Unmasked Estep 
Score: -1210739.125000 Penalty: 2436.059326
	Iteration 0F: 2 clusters Score -1210739 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 9241 members 
Entering Unmasked Estep 
Score: -1197661.625000 Penalty: 4872.118652
	Iteration 0F: 3 clusters Score -1197662 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1202075.125000 Penalty: 4872.118652
	Iteration 1F: 3 clusters Score -1202075 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1202709.875000 Penalty: 4872.118652
	Iteration 2F: 3 clusters Score -1202710 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1203320.875000 Penalty: 4872.118652
	Iteration 3F: 3 clusters Score -1203321 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1203900.125000 Penalty: 4872.118652
	Iteration 4F: 3 clusters Score -1203900 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1204429.750000 Penalty: 4872.118652
	Iteration 5F: 3 clusters Score -1204430 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1204918.750000 Penalty: 4872.118652
	Iteration 6Q: 3 clusters Score -1204919 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1205407.000000 Penalty: 4872.118652
	Iteration 7Q: 3 clusters Score -1205407 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1205859.875000 Penalty: 4872.118652
	Iteration 8Q: 3 clusters Score -1205860 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1206253.375000 Penalty: 4872.118652
	Iteration 9Q: 3 clusters Score -1206253 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1206559.375000 Penalty: 4872.118652
	Iteration 10Q: 3 clusters Score -1206559 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1206818.500000 Penalty: 4872.118652
	Iteration 11Q: 3 clusters Score -1206818 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1206999.750000 Penalty: 4872.118652
	Iteration 12Q: 3 clusters Score -1207000 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1207121.875000 Penalty: 4872.118652
	Iteration 13Q: 3 clusters Score -1207122 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1207202.250000 Penalty: 4872.118652
	Iteration 14Q: 3 clusters Score -1207202 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1207268.375000 Penalty: 4872.118652
	Iteration 15Q: 3 clusters Score -1207268 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1207328.000000 Penalty: 4872.118652
	Iteration 16Q: 3 clusters Score -1207328 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1207369.750000 Penalty: 4872.118652
	Iteration 17Q: 3 clusters Score -1207370 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1207407.125000 Penalty: 4872.118652
	Iteration 18Q: 3 clusters Score -1207407 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1207446.875000 Penalty: 4872.118652
	Iteration 19Q: 3 clusters Score -1207447 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1207500.625000 Penalty: 4872.118652
	Iteration 20F: 3 clusters Score -1207501 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1207547.250000 Penalty: 4872.118652
	Iteration 21Q: 3 clusters Score -1207547 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1207589.875000 Penalty: 4872.118652
	Iteration 22Q: 3 clusters Score -1207590 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1207636.250000 Penalty: 4872.118652
	Iteration 23Q: 3 clusters Score -1207636 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1207671.875000 Penalty: 4872.118652
	Iteration 24Q: 3 clusters Score -1207672 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1207724.125000 Penalty: 4872.118652
	Iteration 25Q: 3 clusters Score -1207724 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1207778.125000 Penalty: 4872.118652
	Iteration 26Q: 3 clusters Score -1207778 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1207823.750000 Penalty: 4872.118652
	Iteration 27Q: 3 clusters Score -1207824 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1207868.375000 Penalty: 4872.118652
	Iteration 28Q: 3 clusters Score -1207868 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1207918.875000 Penalty: 4872.118652
	Iteration 29Q: 3 clusters Score -1207919 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1207971.875000 Penalty: 4872.118652
	Iteration 30Q: 3 clusters Score -1207972 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1208037.000000 Penalty: 4872.118652
	Iteration 31Q: 3 clusters Score -1208037 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1208107.250000 Penalty: 4872.118652
	Iteration 32Q: 3 clusters Score -1208107 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1208182.500000 Penalty: 4872.118652
	Iteration 33Q: 3 clusters Score -1208182 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1208262.625000 Penalty: 4872.118652
	Iteration 34Q: 3 clusters Score -1208263 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1208337.000000 Penalty: 4872.118652
	Iteration 35Q: 3 clusters Score -1208337 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1208410.000000 Penalty: 4872.118652
	Iteration 36Q: 3 clusters Score -1208410 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -1208483.625000 Penalty: 4872.118652
	Iteration 37Q: 3 clusters Score -1208484 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -1208552.250000 Penalty: 4872.118652
	Iteration 38Q: 3 clusters Score -1208552 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -1208628.125000 Penalty: 4872.118652
	Iteration 39Q: 3 clusters Score -1208628 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -1208678.250000 Penalty: 4872.118652
	Iteration 40F: 3 clusters Score -1208678 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1208736.625000 Penalty: 4872.118652
	Iteration 41Q: 3 clusters Score -1208737 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -1208797.875000 Penalty: 4872.118652
	Iteration 42Q: 3 clusters Score -1208798 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1208869.875000 Penalty: 4872.118652
	Iteration 43Q: 3 clusters Score -1208870 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -1208936.500000 Penalty: 4872.118652
	Iteration 44Q: 3 clusters Score -1208936 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -1208988.875000 Penalty: 4872.118652
	Iteration 45Q: 3 clusters Score -1208989 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -1209042.250000 Penalty: 4872.118652
	Iteration 46Q: 3 clusters Score -1209042 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -1209078.625000 Penalty: 4872.118652
	Iteration 47Q: 3 clusters Score -1209079 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -1209124.000000 Penalty: 4872.118652
	Iteration 48Q: 3 clusters Score -1209124 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -1209174.750000 Penalty: 4872.118652
	Iteration 49Q: 3 clusters Score -1209175 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -1209224.000000 Penalty: 4872.118652
	Iteration 50Q: 3 clusters Score -1209224 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -1209275.875000 Penalty: 4872.118652
	Iteration 51Q: 3 clusters Score -1209276 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -1209311.125000 Penalty: 4872.118652
	Iteration 52Q: 3 clusters Score -1209311 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -1209352.625000 Penalty: 4872.118652
	Iteration 53Q: 3 clusters Score -1209353 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -1209392.250000 Penalty: 4872.118652
	Iteration 54Q: 3 clusters Score -1209392 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -1209443.375000 Penalty: 4872.118652
	Iteration 55Q: 3 clusters Score -1209443 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -1209503.125000 Penalty: 4872.118652
	Iteration 56Q: 3 clusters Score -1209503 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1209578.875000 Penalty: 4872.118652
	Iteration 57Q: 3 clusters Score -1209579 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -1209632.875000 Penalty: 4872.118652
	Iteration 58Q: 3 clusters Score -1209633 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -1209664.750000 Penalty: 4872.118652
	Iteration 59Q: 3 clusters Score -1209665 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -1209683.250000 Penalty: 4872.118652
	Iteration 60F: 3 clusters Score -1209683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -1209701.500000 Penalty: 4872.118652
	Iteration 61Q: 3 clusters Score -1209702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -1209710.125000 Penalty: 4872.118652
	Iteration 62Q: 3 clusters Score -1209710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -1209713.625000 Penalty: 4872.118652
	Iteration 63Q: 3 clusters Score -1209714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -1209716.125000 Penalty: 4872.118652
	Iteration 64Q: 3 clusters Score -1209716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -1209716.250000 Penalty: 4872.118652
	Iteration 65Q: 3 clusters Score -1209716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -1209716.250000 Penalty: 4872.118652
	Iteration 66F: 3 clusters Score -1209716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (207719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207719 members 
Entering Unmasked Estep 
Score: -15532578.000000 Penalty: 3036.497559
	Iteration 0F: 2 clusters Score -1.553258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103940 members 
Mstep: Class 2 contains 103779 members 
Entering Unmasked Estep 
Score: -15393635.000000 Penalty: 6072.995117
	Iteration 0F: 3 clusters Score -1.539364e+07 nChanged 99707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103329 members 
Mstep: Class 2 contains 104390 members 
Entering Unmasked Estep 
Score: -15453092.000000 Penalty: 6072.995117
	Iteration 1F: 3 clusters Score -1.545309e+07 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102239 members 
Mstep: Class 2 contains 105480 members 
Entering Unmasked Estep 
Score: -15455468.000000 Penalty: 6072.995117
	Iteration 2Q: 3 clusters Score -1.545547e+07 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100177 members 
Mstep: Class 2 contains 107542 members 
Entering Unmasked Estep 
Score: -15459319.000000 Penalty: 6072.995117
	Iteration 3Q: 3 clusters Score -1.545932e+07 nChanged 11184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96873 members 
Mstep: Class 2 contains 110846 members 
Entering Unmasked Estep 
Score: -15464897.000000 Penalty: 6072.995117
	Iteration 4F: 3 clusters Score -1.54649e+07 nChanged 12780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92757 members 
Mstep: Class 2 contains 114962 members 
Entering Unmasked Estep 
Score: -15471680.000000 Penalty: 6072.995117
	Iteration 5F: 3 clusters Score -1.547168e+07 nChanged 13160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88255 members 
Mstep: Class 2 contains 119464 members 
Entering Unmasked Estep 
Score: -15478515.000000 Penalty: 6072.995117
	Iteration 6F: 3 clusters Score -1.547852e+07 nChanged 12067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84046 members 
Mstep: Class 2 contains 123673 members 
Entering Unmasked Estep 
Score: -15484716.000000 Penalty: 6072.995117
	Iteration 7F: 3 clusters Score -1.548472e+07 nChanged 10125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80363 members 
Mstep: Class 2 contains 127356 members 
Entering Unmasked Estep 
Score: -15489907.000000 Penalty: 6072.995117
	Iteration 8Q: 3 clusters Score -1.548991e+07 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76987 members 
Mstep: Class 2 contains 130732 members 
Entering Unmasked Estep 
Score: -15494824.000000 Penalty: 6072.995117
	Iteration 9Q: 3 clusters Score -1.549482e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73852 members 
Mstep: Class 2 contains 133867 members 
Entering Unmasked Estep 
Score: -15499865.000000 Penalty: 6072.995117
	Iteration 10Q: 3 clusters Score -1.549986e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71063 members 
Mstep: Class 2 contains 136656 members 
Entering Unmasked Estep 
Score: -15504698.000000 Penalty: 6072.995117
	Iteration 11Q: 3 clusters Score -1.55047e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68564 members 
Mstep: Class 2 contains 139155 members 
Entering Unmasked Estep 
Score: -15507798.000000 Penalty: 6072.995117
	Iteration 12Q: 3 clusters Score -1.55078e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66172 members 
Mstep: Class 2 contains 141547 members 
Entering Unmasked Estep 
Score: -15509565.000000 Penalty: 6072.995117
	Iteration 13Q: 3 clusters Score -1.550956e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63798 members 
Mstep: Class 2 contains 143921 members 
Entering Unmasked Estep 
Score: -15510429.000000 Penalty: 6072.995117
	Iteration 14Q: 3 clusters Score -1.551043e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61462 members 
Mstep: Class 2 contains 146257 members 
Entering Unmasked Estep 
Score: -15511242.000000 Penalty: 6072.995117
	Iteration 15Q: 3 clusters Score -1.551124e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 148554 members 
Entering Unmasked Estep 
Score: -15511894.000000 Penalty: 6072.995117
	Iteration 16Q: 3 clusters Score -1.551189e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56932 members 
Mstep: Class 2 contains 150787 members 
Entering Unmasked Estep 
Score: -15512457.000000 Penalty: 6072.995117
	Iteration 17Q: 3 clusters Score -1.551246e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54769 members 
Mstep: Class 2 contains 152950 members 
Entering Unmasked Estep 
Score: -15512951.000000 Penalty: 6072.995117
	Iteration 18Q: 3 clusters Score -1.551295e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 155105 members 
Entering Unmasked Estep 
Score: -15513495.000000 Penalty: 6072.995117
	Iteration 19Q: 3 clusters Score -1.55135e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 157183 members 
Entering Unmasked Estep 
Score: -15513894.000000 Penalty: 6072.995117
	Iteration 20F: 3 clusters Score -1.551389e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 159203 members 
Entering Unmasked Estep 
Score: -15514409.000000 Penalty: 6072.995117
	Iteration 21Q: 3 clusters Score -1.551441e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 161242 members 
Entering Unmasked Estep 
Score: -15514846.000000 Penalty: 6072.995117
	Iteration 22Q: 3 clusters Score -1.551485e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 163246 members 
Entering Unmasked Estep 
Score: -15515216.000000 Penalty: 6072.995117
	Iteration 23Q: 3 clusters Score -1.551522e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 165246 members 
Entering Unmasked Estep 
Score: -15515654.000000 Penalty: 6072.995117
	Iteration 24Q: 3 clusters Score -1.551565e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 167240 members 
Entering Unmasked Estep 
Score: -15516103.000000 Penalty: 6072.995117
	Iteration 25Q: 3 clusters Score -1.55161e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 169225 members 
Entering Unmasked Estep 
Score: -15516560.000000 Penalty: 6072.995117
	Iteration 26Q: 3 clusters Score -1.551656e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 171289 members 
Entering Unmasked Estep 
Score: -15517197.000000 Penalty: 6072.995117
	Iteration 27Q: 3 clusters Score -1.55172e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 173399 members 
Entering Unmasked Estep 
Score: -15517665.000000 Penalty: 6072.995117
	Iteration 28Q: 3 clusters Score -1.551766e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 175510 members 
Entering Unmasked Estep 
Score: -15518169.000000 Penalty: 6072.995117
	Iteration 29Q: 3 clusters Score -1.551817e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 177650 members 
Entering Unmasked Estep 
Score: -15518685.000000 Penalty: 6072.995117
	Iteration 30Q: 3 clusters Score -1.551868e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 179806 members 
Entering Unmasked Estep 
Score: -15519360.000000 Penalty: 6072.995117
	Iteration 31Q: 3 clusters Score -1.551936e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 181958 members 
Entering Unmasked Estep 
Score: -15520005.000000 Penalty: 6072.995117
	Iteration 32Q: 3 clusters Score -1.552e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 184110 members 
Entering Unmasked Estep 
Score: -15520749.000000 Penalty: 6072.995117
	Iteration 33Q: 3 clusters Score -1.552075e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 186242 members 
Entering Unmasked Estep 
Score: -15521472.000000 Penalty: 6072.995117
	Iteration 34Q: 3 clusters Score -1.552147e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 188346 members 
Entering Unmasked Estep 
Score: -15522207.000000 Penalty: 6072.995117
	Iteration 35Q: 3 clusters Score -1.552221e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 190410 members 
Entering Unmasked Estep 
Score: -15523006.000000 Penalty: 6072.995117
	Iteration 36Q: 3 clusters Score -1.552301e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 192380 members 
Entering Unmasked Estep 
Score: -15523776.000000 Penalty: 6072.995117
	Iteration 37Q: 3 clusters Score -1.552378e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 194313 members 
Entering Unmasked Estep 
Score: -15524491.000000 Penalty: 6072.995117
	Iteration 38Q: 3 clusters Score -1.552449e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 196132 members 
Entering Unmasked Estep 
Score: -15525346.000000 Penalty: 6072.995117
	Iteration 39Q: 3 clusters Score -1.552535e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 197798 members 
Entering Unmasked Estep 
Score: -15526134.000000 Penalty: 6072.995117
	Iteration 40F: 3 clusters Score -1.552613e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 199342 members 
Entering Unmasked Estep 
Score: -15526787.000000 Penalty: 6072.995117
	Iteration 41Q: 3 clusters Score -1.552679e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 200712 members 
Entering Unmasked Estep 
Score: -15527307.000000 Penalty: 6072.995117
	Iteration 42Q: 3 clusters Score -1.552731e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 201960 members 
Entering Unmasked Estep 
Score: -15527816.000000 Penalty: 6072.995117
	Iteration 43Q: 3 clusters Score -1.552782e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 202990 members 
Entering Unmasked Estep 
Score: -15528276.000000 Penalty: 6072.995117
	Iteration 44Q: 3 clusters Score -1.552828e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 203848 members 
Entering Unmasked Estep 
Score: -15528704.000000 Penalty: 6072.995117
	Iteration 45Q: 3 clusters Score -1.55287e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 204548 members 
Entering Unmasked Estep 
Score: -15529021.000000 Penalty: 6072.995117
	Iteration 46Q: 3 clusters Score -1.552902e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 205118 members 
Entering Unmasked Estep 
Score: -15529269.000000 Penalty: 6072.995117
	Iteration 47Q: 3 clusters Score -1.552927e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 205536 members 
Entering Unmasked Estep 
Score: -15529432.000000 Penalty: 6072.995117
	Iteration 48Q: 3 clusters Score -1.552943e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 205857 members 
Entering Unmasked Estep 
Score: -15529594.000000 Penalty: 6072.995117
	Iteration 49Q: 3 clusters Score -1.552959e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 206104 members 
Entering Unmasked Estep 
Score: -15529713.000000 Penalty: 6072.995117
	Iteration 50Q: 3 clusters Score -1.552971e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 206282 members 
Entering Unmasked Estep 
Score: -15529815.000000 Penalty: 6072.995117
	Iteration 51Q: 3 clusters Score -1.552982e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 206401 members 
Entering Unmasked Estep 
Score: -15529878.000000 Penalty: 6072.995117
	Iteration 52Q: 3 clusters Score -1.552988e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 206482 members 
Entering Unmasked Estep 
Score: -15529916.000000 Penalty: 6072.995117
	Iteration 53Q: 3 clusters Score -1.552992e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 206543 members 
Entering Unmasked Estep 
Score: -15529919.000000 Penalty: 6072.995117
	Iteration 54Q: 3 clusters Score -1.552992e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 206583 members 
Entering Unmasked Estep 
Score: -15529945.000000 Penalty: 6072.995117
	Iteration 55Q: 3 clusters Score -1.552994e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 206629 members 
Entering Unmasked Estep 
Score: -15529969.000000 Penalty: 6072.995117
	Iteration 56Q: 3 clusters Score -1.552997e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 206672 members 
Entering Unmasked Estep 
Score: -15530018.000000 Penalty: 6072.995117
	Iteration 57Q: 3 clusters Score -1.553002e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 206707 members 
Entering Unmasked Estep 
Score: -15530041.000000 Penalty: 6072.995117
	Iteration 58Q: 3 clusters Score -1.553004e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 206731 members 
Entering Unmasked Estep 
Score: -15530065.000000 Penalty: 6072.995117
	Iteration 59Q: 3 clusters Score -1.553006e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 206753 members 
Entering Unmasked Estep 
Score: -15530072.000000 Penalty: 6072.995117
	Iteration 60F: 3 clusters Score -1.553007e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 206772 members 
Entering Unmasked Estep 
Score: -15530071.000000 Penalty: 6072.995117
	Iteration 61Q: 3 clusters Score -1.553007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 206784 members 
Entering Unmasked Estep 
Score: -15530078.000000 Penalty: 6072.995117
	Iteration 62Q: 3 clusters Score -1.553008e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 206792 members 
Entering Unmasked Estep 
Score: -15530076.000000 Penalty: 6072.995117
	Iteration 63Q: 3 clusters Score -1.553008e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 206803 members 
Entering Unmasked Estep 
Score: -15530077.000000 Penalty: 6072.995117
	Iteration 64Q: 3 clusters Score -1.553008e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 206812 members 
Entering Unmasked Estep 
Score: -15530070.000000 Penalty: 6072.995117
	Iteration 65Q: 3 clusters Score -1.553007e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 206821 members 
Entering Unmasked Estep 
Score: -15530077.000000 Penalty: 6072.995117
	Iteration 66Q: 3 clusters Score -1.553008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 206828 members 
Entering Unmasked Estep 
Score: -15530080.000000 Penalty: 6072.995117
	Iteration 67Q: 3 clusters Score -1.553008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 206837 members 
Entering Unmasked Estep 
Score: -15530091.000000 Penalty: 6072.995117
	Iteration 68Q: 3 clusters Score -1.553009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 206844 members 
Entering Unmasked Estep 
Score: -15530098.000000 Penalty: 6072.995117
	Iteration 69Q: 3 clusters Score -1.55301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 206844 members 
Entering Unmasked Estep 
Score: -15530097.000000 Penalty: 6072.995117
	Iteration 70Q: 3 clusters Score -1.55301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 206845 members 
Entering Unmasked Estep 
Score: -15530096.000000 Penalty: 6072.995117
	Iteration 71Q: 3 clusters Score -1.55301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 206850 members 
Entering Unmasked Estep 
Score: -15530102.000000 Penalty: 6072.995117
	Iteration 72Q: 3 clusters Score -1.55301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 206854 members 
Entering Unmasked Estep 
Score: -15530088.000000 Penalty: 6072.995117
	Iteration 73Q: 3 clusters Score -1.553009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 206861 members 
Entering Unmasked Estep 
Score: -15530107.000000 Penalty: 6072.995117
	Iteration 74Q: 3 clusters Score -1.553011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 206863 members 
Entering Unmasked Estep 
Score: -15530111.000000 Penalty: 6072.995117
	Iteration 75Q: 3 clusters Score -1.553011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 206866 members 
Entering Unmasked Estep 
Score: -15530109.000000 Penalty: 6072.995117
	Iteration 76Q: 3 clusters Score -1.553011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 206868 members 
Entering Unmasked Estep 
Score: -15530100.000000 Penalty: 6072.995117
	Iteration 77Q: 3 clusters Score -1.55301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 206868 members 
Entering Unmasked Estep 
Score: -15530100.000000 Penalty: 6072.995117
	Iteration 78F: 3 clusters Score -1.55301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (58721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58721 members 
Entering Unmasked Estep 
Score: -4480872.000000 Penalty: 2723.177002
	Iteration 0F: 2 clusters Score -4480872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -4441348.500000 Penalty: 5446.354004
	Iteration 0F: 3 clusters Score -4441348 nChanged 27354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -4456691.500000 Penalty: 5446.354004
	Iteration 1F: 3 clusters Score -4456692 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -4457460.500000 Penalty: 5446.354004
	Iteration 2Q: 3 clusters Score -4457460 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -4458319.500000 Penalty: 5446.354004
	Iteration 3Q: 3 clusters Score -4458320 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -4459346.000000 Penalty: 5446.354004
	Iteration 4Q: 3 clusters Score -4459346 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -4460526.000000 Penalty: 5446.354004
	Iteration 5Q: 3 clusters Score -4460526 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -4461922.500000 Penalty: 5446.354004
	Iteration 6F: 3 clusters Score -4461922 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -4463281.000000 Penalty: 5446.354004
	Iteration 7F: 3 clusters Score -4463281 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -4464581.000000 Penalty: 5446.354004
	Iteration 8Q: 3 clusters Score -4464581 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -4465797.000000 Penalty: 5446.354004
	Iteration 9Q: 3 clusters Score -4465797 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -4467031.500000 Penalty: 5446.354004
	Iteration 10Q: 3 clusters Score -4467032 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -4468288.500000 Penalty: 5446.354004
	Iteration 11Q: 3 clusters Score -4468288 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 44367 members 
Entering Unmasked Estep 
Score: -4469757.000000 Penalty: 5446.354004
	Iteration 12Q: 3 clusters Score -4469757 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -4471479.500000 Penalty: 5446.354004
	Iteration 13Q: 3 clusters Score -4471480 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -4473068.000000 Penalty: 5446.354004
	Iteration 14Q: 3 clusters Score -4473068 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -4474364.000000 Penalty: 5446.354004
	Iteration 15Q: 3 clusters Score -4474364 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 50468 members 
Entering Unmasked Estep 
Score: -4475121.500000 Penalty: 5446.354004
	Iteration 16Q: 3 clusters Score -4475122 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 51338 members 
Entering Unmasked Estep 
Score: -4475638.500000 Penalty: 5446.354004
	Iteration 17Q: 3 clusters Score -4475638 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -4476073.000000 Penalty: 5446.354004
	Iteration 18Q: 3 clusters Score -4476073 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 52803 members 
Entering Unmasked Estep 
Score: -4476407.000000 Penalty: 5446.354004
	Iteration 19Q: 3 clusters Score -4476407 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -4476657.500000 Penalty: 5446.354004
	Iteration 20F: 3 clusters Score -4476658 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 53976 members 
Entering Unmasked Estep 
Score: -4476907.500000 Penalty: 5446.354004
	Iteration 21Q: 3 clusters Score -4476908 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -4477136.000000 Penalty: 5446.354004
	Iteration 22Q: 3 clusters Score -4477136 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 54901 members 
Entering Unmasked Estep 
Score: -4477301.000000 Penalty: 5446.354004
	Iteration 23Q: 3 clusters Score -4477301 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 55272 members 
Entering Unmasked Estep 
Score: -4477454.500000 Penalty: 5446.354004
	Iteration 24Q: 3 clusters Score -4477454 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 55615 members 
Entering Unmasked Estep 
Score: -4477609.000000 Penalty: 5446.354004
	Iteration 25Q: 3 clusters Score -4477609 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 55924 members 
Entering Unmasked Estep 
Score: -4477755.500000 Penalty: 5446.354004
	Iteration 26Q: 3 clusters Score -4477756 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 56197 members 
Entering Unmasked Estep 
Score: -4477877.000000 Penalty: 5446.354004
	Iteration 27Q: 3 clusters Score -4477877 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 56441 members 
Entering Unmasked Estep 
Score: -4477993.000000 Penalty: 5446.354004
	Iteration 28Q: 3 clusters Score -4477993 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 56643 members 
Entering Unmasked Estep 
Score: -4478079.000000 Penalty: 5446.354004
	Iteration 29Q: 3 clusters Score -4478079 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 56809 members 
Entering Unmasked Estep 
Score: -4478147.500000 Penalty: 5446.354004
	Iteration 30Q: 3 clusters Score -4478148 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 56943 members 
Entering Unmasked Estep 
Score: -4478226.500000 Penalty: 5446.354004
	Iteration 31Q: 3 clusters Score -4478226 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 57062 members 
Entering Unmasked Estep 
Score: -4478298.500000 Penalty: 5446.354004
	Iteration 32Q: 3 clusters Score -4478298 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 57159 members 
Entering Unmasked Estep 
Score: -4478341.000000 Penalty: 5446.354004
	Iteration 33Q: 3 clusters Score -4478341 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 57259 members 
Entering Unmasked Estep 
Score: -4478421.500000 Penalty: 5446.354004
	Iteration 34Q: 3 clusters Score -4478422 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -4478470.000000 Penalty: 5446.354004
	Iteration 35Q: 3 clusters Score -4478470 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 57415 members 
Entering Unmasked Estep 
Score: -4478501.500000 Penalty: 5446.354004
	Iteration 36Q: 3 clusters Score -4478502 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 57464 members 
Entering Unmasked Estep 
Score: -4478538.500000 Penalty: 5446.354004
	Iteration 37Q: 3 clusters Score -4478538 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 57502 members 
Entering Unmasked Estep 
Score: -4478559.500000 Penalty: 5446.354004
	Iteration 38Q: 3 clusters Score -4478560 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 57531 members 
Entering Unmasked Estep 
Score: -4478578.000000 Penalty: 5446.354004
	Iteration 39Q: 3 clusters Score -4478578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 57564 members 
Entering Unmasked Estep 
Score: -4478594.500000 Penalty: 5446.354004
	Iteration 40F: 3 clusters Score -4478594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 57587 members 
Entering Unmasked Estep 
Score: -4478601.500000 Penalty: 5446.354004
	Iteration 41Q: 3 clusters Score -4478602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 57598 members 
Entering Unmasked Estep 
Score: -4478607.500000 Penalty: 5446.354004
	Iteration 42Q: 3 clusters Score -4478608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 57607 members 
Entering Unmasked Estep 
Score: -4478610.000000 Penalty: 5446.354004
	Iteration 43Q: 3 clusters Score -4478610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 57618 members 
Entering Unmasked Estep 
Score: -4478611.000000 Penalty: 5446.354004
	Iteration 44Q: 3 clusters Score -4478611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 57629 members 
Entering Unmasked Estep 
Score: -4478614.000000 Penalty: 5446.354004
	Iteration 45Q: 3 clusters Score -4478614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 57638 members 
Entering Unmasked Estep 
Score: -4478619.500000 Penalty: 5446.354004
	Iteration 46Q: 3 clusters Score -4478620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -4478621.000000 Penalty: 5446.354004
	Iteration 47Q: 3 clusters Score -4478621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -4478627.000000 Penalty: 5446.354004
	Iteration 48Q: 3 clusters Score -4478627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 57676 members 
Entering Unmasked Estep 
Score: -4478629.000000 Penalty: 5446.354004
	Iteration 49Q: 3 clusters Score -4478629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -4478631.500000 Penalty: 5446.354004
	Iteration 50Q: 3 clusters Score -4478632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 57693 members 
Entering Unmasked Estep 
Score: -4478641.500000 Penalty: 5446.354004
	Iteration 51Q: 3 clusters Score -4478642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -4478631.500000 Penalty: 5446.354004
	Iteration 52Q: 3 clusters Score -4478632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 57708 members 
Entering Unmasked Estep 
Score: -4478634.000000 Penalty: 5446.354004
	Iteration 53Q: 3 clusters Score -4478634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 57715 members 
Entering Unmasked Estep 
Score: -4478638.500000 Penalty: 5446.354004
	Iteration 54Q: 3 clusters Score -4478638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 57720 members 
Entering Unmasked Estep 
Score: -4478643.000000 Penalty: 5446.354004
	Iteration 55Q: 3 clusters Score -4478643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 57724 members 
Entering Unmasked Estep 
Score: -4478645.000000 Penalty: 5446.354004
	Iteration 56Q: 3 clusters Score -4478645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 57728 members 
Entering Unmasked Estep 
Score: -4478646.000000 Penalty: 5446.354004
	Iteration 57Q: 3 clusters Score -4478646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 57732 members 
Entering Unmasked Estep 
Score: -4478645.500000 Penalty: 5446.354004
	Iteration 58Q: 3 clusters Score -4478646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 57737 members 
Entering Unmasked Estep 
Score: -4478649.000000 Penalty: 5446.354004
	Iteration 59Q: 3 clusters Score -4478649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 57744 members 
Entering Unmasked Estep 
Score: -4478647.000000 Penalty: 5446.354004
	Iteration 60F: 3 clusters Score -4478647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 57749 members 
Entering Unmasked Estep 
Score: -4478653.000000 Penalty: 5446.354004
	Iteration 61Q: 3 clusters Score -4478653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -4478650.000000 Penalty: 5446.354004
	Iteration 62Q: 3 clusters Score -4478650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -4478650.000000 Penalty: 5446.354004
	Iteration 63F: 3 clusters Score -4478650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Entering Unmasked Estep 
Score: -428503.625000 Penalty: 2192.032715
	Iteration 0F: 2 clusters Score -428503.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -422820.375000 Penalty: 4384.065430
	Iteration 0F: 3 clusters Score -422820.4 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -424509.468750 Penalty: 4384.065430
	Iteration 1F: 3 clusters Score -424509.5 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -424933.218750 Penalty: 4384.065430
	Iteration 2F: 3 clusters Score -424933.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -425327.343750 Penalty: 4384.065430
	Iteration 3F: 3 clusters Score -425327.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -425638.562500 Penalty: 4384.065430
	Iteration 4F: 3 clusters Score -425638.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -425884.156250 Penalty: 4384.065430
	Iteration 5F: 3 clusters Score -425884.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -426081.937500 Penalty: 4384.065430
	Iteration 6Q: 3 clusters Score -426081.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -426211.250000 Penalty: 4384.065430
	Iteration 7Q: 3 clusters Score -426211.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -426309.781250 Penalty: 4384.065430
	Iteration 8Q: 3 clusters Score -426309.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -426404.750000 Penalty: 4384.065430
	Iteration 9Q: 3 clusters Score -426404.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -426465.312500 Penalty: 4384.065430
	Iteration 10Q: 3 clusters Score -426465.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -426506.812500 Penalty: 4384.065430
	Iteration 11Q: 3 clusters Score -426506.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -426540.250000 Penalty: 4384.065430
	Iteration 12Q: 3 clusters Score -426540.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -426565.937500 Penalty: 4384.065430
	Iteration 13Q: 3 clusters Score -426565.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -426583.156250 Penalty: 4384.065430
	Iteration 14Q: 3 clusters Score -426583.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -426593.906250 Penalty: 4384.065430
	Iteration 15Q: 3 clusters Score -426593.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -426603.937500 Penalty: 4384.065430
	Iteration 16Q: 3 clusters Score -426603.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -426617.312500 Penalty: 4384.065430
	Iteration 17Q: 3 clusters Score -426617.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -426636.187500 Penalty: 4384.065430
	Iteration 18Q: 3 clusters Score -426636.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -426658.375000 Penalty: 4384.065430
	Iteration 19Q: 3 clusters Score -426658.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -426683.718750 Penalty: 4384.065430
	Iteration 20F: 3 clusters Score -426683.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -426711.031250 Penalty: 4384.065430
	Iteration 21Q: 3 clusters Score -426711 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -426730.468750 Penalty: 4384.065430
	Iteration 22Q: 3 clusters Score -426730.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -426747.906250 Penalty: 4384.065430
	Iteration 23Q: 3 clusters Score -426747.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -426767.906250 Penalty: 4384.065430
	Iteration 24Q: 3 clusters Score -426767.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -426781.406250 Penalty: 4384.065430
	Iteration 25Q: 3 clusters Score -426781.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -426790.500000 Penalty: 4384.065430
	Iteration 26Q: 3 clusters Score -426790.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -426797.312500 Penalty: 4384.065430
	Iteration 27Q: 3 clusters Score -426797.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -426805.906250 Penalty: 4384.065430
	Iteration 28Q: 3 clusters Score -426805.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -426810.437500 Penalty: 4384.065430
	Iteration 29Q: 3 clusters Score -426810.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -426814.968750 Penalty: 4384.065430
	Iteration 30Q: 3 clusters Score -426815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -426819.343750 Penalty: 4384.065430
	Iteration 31Q: 3 clusters Score -426819.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -426824.656250 Penalty: 4384.065430
	Iteration 32Q: 3 clusters Score -426824.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -426828.718750 Penalty: 4384.065430
	Iteration 33Q: 3 clusters Score -426828.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -426833.187500 Penalty: 4384.065430
	Iteration 34Q: 3 clusters Score -426833.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -426835.593750 Penalty: 4384.065430
	Iteration 35Q: 3 clusters Score -426835.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -426839.218750 Penalty: 4384.065430
	Iteration 36Q: 3 clusters Score -426839.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -426843.750000 Penalty: 4384.065430
	Iteration 37Q: 3 clusters Score -426843.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -426849.031250 Penalty: 4384.065430
	Iteration 38Q: 3 clusters Score -426849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -426853.437500 Penalty: 4384.065430
	Iteration 39Q: 3 clusters Score -426853.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -426857.906250 Penalty: 4384.065430
	Iteration 40F: 3 clusters Score -426857.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -426861.968750 Penalty: 4384.065430
	Iteration 41Q: 3 clusters Score -426862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -426862.843750 Penalty: 4384.065430
	Iteration 42Q: 3 clusters Score -426862.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -426866.500000 Penalty: 4384.065430
	Iteration 43Q: 3 clusters Score -426866.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -426868.812500 Penalty: 4384.065430
	Iteration 44Q: 3 clusters Score -426868.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -426870.250000 Penalty: 4384.065430
	Iteration 45Q: 3 clusters Score -426870.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -426873.875000 Penalty: 4384.065430
	Iteration 46Q: 3 clusters Score -426873.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -426876.687500 Penalty: 4384.065430
	Iteration 47Q: 3 clusters Score -426876.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -426882.500000 Penalty: 4384.065430
	Iteration 48Q: 3 clusters Score -426882.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -426889.250000 Penalty: 4384.065430
	Iteration 49Q: 3 clusters Score -426889.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -426897.718750 Penalty: 4384.065430
	Iteration 50Q: 3 clusters Score -426897.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -426904.156250 Penalty: 4384.065430
	Iteration 51Q: 3 clusters Score -426904.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -426912.562500 Penalty: 4384.065430
	Iteration 52Q: 3 clusters Score -426912.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -426923.718750 Penalty: 4384.065430
	Iteration 53Q: 3 clusters Score -426923.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -426936.343750 Penalty: 4384.065430
	Iteration 54Q: 3 clusters Score -426936.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -426950.093750 Penalty: 4384.065430
	Iteration 55Q: 3 clusters Score -426950.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -426958.843750 Penalty: 4384.065430
	Iteration 56Q: 3 clusters Score -426958.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -426964.593750 Penalty: 4384.065430
	Iteration 57Q: 3 clusters Score -426964.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -426968.937500 Penalty: 4384.065430
	Iteration 58Q: 3 clusters Score -426968.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -426972.531250 Penalty: 4384.065430
	Iteration 59Q: 3 clusters Score -426972.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -426975.031250 Penalty: 4384.065430
	Iteration 60F: 3 clusters Score -426975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -426977.250000 Penalty: 4384.065430
	Iteration 61Q: 3 clusters Score -426977.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -426978.812500 Penalty: 4384.065430
	Iteration 62Q: 3 clusters Score -426978.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -426981.000000 Penalty: 4384.065430
	Iteration 63Q: 3 clusters Score -426981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -426983.562500 Penalty: 4384.065430
	Iteration 64Q: 3 clusters Score -426983.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -426985.281250 Penalty: 4384.065430
	Iteration 65Q: 3 clusters Score -426985.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -426985.906250 Penalty: 4384.065430
	Iteration 66Q: 3 clusters Score -426985.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -426987.500000 Penalty: 4384.065430
	Iteration 67Q: 3 clusters Score -426987.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -426987.781250 Penalty: 4384.065430
	Iteration 68Q: 3 clusters Score -426987.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -426988.281250 Penalty: 4384.065430
	Iteration 69Q: 3 clusters Score -426988.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -426989.375000 Penalty: 4384.065430
	Iteration 70Q: 3 clusters Score -426989.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -426991.406250 Penalty: 4384.065430
	Iteration 71Q: 3 clusters Score -426991.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -426992.781250 Penalty: 4384.065430
	Iteration 72Q: 3 clusters Score -426992.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -426995.187500 Penalty: 4384.065430
	Iteration 73Q: 3 clusters Score -426995.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -426995.062500 Penalty: 4384.065430
	Iteration 74Q: 3 clusters Score -426995.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -426995.281250 Penalty: 4384.065430
	Iteration 75Q: 3 clusters Score -426995.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -426995.687500 Penalty: 4384.065430
	Iteration 76Q: 3 clusters Score -426995.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -426995.687500 Penalty: 4384.065430
	Iteration 77F: 3 clusters Score -426995.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (209034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209034 members 
Entering Unmasked Estep 
Score: -16077009.000000 Penalty: 3038.062500
	Iteration 0F: 2 clusters Score -1.607701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104706 members 
Mstep: Class 2 contains 104328 members 
Entering Unmasked Estep 
Score: -15936888.000000 Penalty: 6076.125000
	Iteration 0F: 3 clusters Score -1.593689e+07 nChanged 100536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107140 members 
Mstep: Class 2 contains 101894 members 
Entering Unmasked Estep 
Score: -15995736.000000 Penalty: 6076.125000
	Iteration 1F: 3 clusters Score -1.599574e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108934 members 
Mstep: Class 2 contains 100100 members 
Entering Unmasked Estep 
Score: -15996888.000000 Penalty: 6076.125000
	Iteration 2Q: 3 clusters Score -1.599689e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111716 members 
Mstep: Class 2 contains 97318 members 
Entering Unmasked Estep 
Score: -15998276.000000 Penalty: 6076.125000
	Iteration 3Q: 3 clusters Score -1.599828e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116129 members 
Mstep: Class 2 contains 92905 members 
Entering Unmasked Estep 
Score: -16000452.000000 Penalty: 6076.125000
	Iteration 4Q: 3 clusters Score -1.600045e+07 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122753 members 
Mstep: Class 2 contains 86281 members 
Entering Unmasked Estep 
Score: -16003915.000000 Penalty: 6076.125000
	Iteration 5Q: 3 clusters Score -1.600392e+07 nChanged 10791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132290 members 
Mstep: Class 2 contains 76744 members 
Entering Unmasked Estep 
Score: -16009389.000000 Penalty: 6076.125000
	Iteration 6F: 3 clusters Score -1.600939e+07 nChanged 13554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145220 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -16018188.000000 Penalty: 6076.125000
	Iteration 7F: 3 clusters Score -1.601819e+07 nChanged 16135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161091 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -16031469.000000 Penalty: 6076.125000
	Iteration 8F: 3 clusters Score -1.603147e+07 nChanged 16460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177471 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -16046679.000000 Penalty: 6076.125000
	Iteration 9F: 3 clusters Score -1.604668e+07 nChanged 13185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190636 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -16058975.000000 Penalty: 6076.125000
	Iteration 10F: 3 clusters Score -1.605898e+07 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199032 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -16066572.000000 Penalty: 6076.125000
	Iteration 11Q: 3 clusters Score -1.606657e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203649 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -16070576.000000 Penalty: 6076.125000
	Iteration 12Q: 3 clusters Score -1.607058e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206041 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -16072467.000000 Penalty: 6076.125000
	Iteration 13Q: 3 clusters Score -1.607247e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207260 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -16073380.000000 Penalty: 6076.125000
	Iteration 14Q: 3 clusters Score -1.607338e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207860 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -16073811.000000 Penalty: 6076.125000
	Iteration 15Q: 3 clusters Score -1.607381e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208144 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -16074039.000000 Penalty: 6076.125000
	Iteration 16Q: 3 clusters Score -1.607404e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208301 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -16074235.000000 Penalty: 6076.125000
	Iteration 17Q: 3 clusters Score -1.607424e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208380 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -16074353.000000 Penalty: 6076.125000
	Iteration 18Q: 3 clusters Score -1.607435e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208425 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -16074413.000000 Penalty: 6076.125000
	Iteration 19Q: 3 clusters Score -1.607441e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208460 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -16074470.000000 Penalty: 6076.125000
	Iteration 20F: 3 clusters Score -1.607447e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208488 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -16074513.000000 Penalty: 6076.125000
	Iteration 21Q: 3 clusters Score -1.607451e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208506 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -16074531.000000 Penalty: 6076.125000
	Iteration 22Q: 3 clusters Score -1.607453e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208514 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -16074552.000000 Penalty: 6076.125000
	Iteration 23Q: 3 clusters Score -1.607455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208518 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -16074557.000000 Penalty: 6076.125000
	Iteration 24Q: 3 clusters Score -1.607456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208516 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -16074566.000000 Penalty: 6076.125000
	Iteration 25Q: 3 clusters Score -1.607457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208515 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -16074573.000000 Penalty: 6076.125000
	Iteration 26Q: 3 clusters Score -1.607457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208514 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -16074563.000000 Penalty: 6076.125000
	Iteration 27Q: 3 clusters Score -1.607456e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208514 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -16074563.000000 Penalty: 6076.125000
	Iteration 28F: 3 clusters Score -1.607456e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Entering Unmasked Estep 
Score: -726409.250000 Penalty: 2280.718262
	Iteration 0F: 2 clusters Score -726409.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -718891.562500 Penalty: 4561.436523
	Iteration 0F: 3 clusters Score -718891.6 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -721077.312500 Penalty: 4561.436523
	Iteration 1F: 3 clusters Score -721077.3 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -721461.625000 Penalty: 4561.436523
	Iteration 2F: 3 clusters Score -721461.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -721743.250000 Penalty: 4561.436523
	Iteration 3F: 3 clusters Score -721743.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -722000.000000 Penalty: 4561.436523
	Iteration 4Q: 3 clusters Score -722000 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -722245.125000 Penalty: 4561.436523
	Iteration 5Q: 3 clusters Score -722245.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -722484.812500 Penalty: 4561.436523
	Iteration 6Q: 3 clusters Score -722484.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -722735.937500 Penalty: 4561.436523
	Iteration 7Q: 3 clusters Score -722735.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -722961.187500 Penalty: 4561.436523
	Iteration 8Q: 3 clusters Score -722961.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -723193.125000 Penalty: 4561.436523
	Iteration 9Q: 3 clusters Score -723193.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -723405.062500 Penalty: 4561.436523
	Iteration 10Q: 3 clusters Score -723405.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -723648.750000 Penalty: 4561.436523
	Iteration 11Q: 3 clusters Score -723648.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -723895.937500 Penalty: 4561.436523
	Iteration 12Q: 3 clusters Score -723895.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -724109.937500 Penalty: 4561.436523
	Iteration 13Q: 3 clusters Score -724109.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -724301.000000 Penalty: 4561.436523
	Iteration 14Q: 3 clusters Score -724301 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -724459.625000 Penalty: 4561.436523
	Iteration 15Q: 3 clusters Score -724459.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -724550.500000 Penalty: 4561.436523
	Iteration 16Q: 3 clusters Score -724550.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -724608.187500 Penalty: 4561.436523
	Iteration 17Q: 3 clusters Score -724608.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -724660.750000 Penalty: 4561.436523
	Iteration 18Q: 3 clusters Score -724660.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -724694.125000 Penalty: 4561.436523
	Iteration 19Q: 3 clusters Score -724694.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -724716.937500 Penalty: 4561.436523
	Iteration 20F: 3 clusters Score -724716.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -724729.750000 Penalty: 4561.436523
	Iteration 21Q: 3 clusters Score -724729.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -724741.250000 Penalty: 4561.436523
	Iteration 22Q: 3 clusters Score -724741.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -724748.875000 Penalty: 4561.436523
	Iteration 23Q: 3 clusters Score -724748.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -724752.437500 Penalty: 4561.436523
	Iteration 24Q: 3 clusters Score -724752.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -724757.125000 Penalty: 4561.436523
	Iteration 25Q: 3 clusters Score -724757.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -724758.875000 Penalty: 4561.436523
	Iteration 26Q: 3 clusters Score -724758.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -724764.062500 Penalty: 4561.436523
	Iteration 27Q: 3 clusters Score -724764.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -724766.437500 Penalty: 4561.436523
	Iteration 28Q: 3 clusters Score -724766.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -724765.625000 Penalty: 4561.436523
	Iteration 29Q: 3 clusters Score -724765.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -724766.312500 Penalty: 4561.436523
	Iteration 30Q: 3 clusters Score -724766.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -724766.000000 Penalty: 4561.436523
	Iteration 31Q: 3 clusters Score -724766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -724765.750000 Penalty: 4561.436523
	Iteration 32Q: 3 clusters Score -724765.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -724766.500000 Penalty: 4561.436523
	Iteration 33Q: 3 clusters Score -724766.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -724766.750000 Penalty: 4561.436523
	Iteration 34Q: 3 clusters Score -724766.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -724765.937500 Penalty: 4561.436523
	Iteration 35Q: 3 clusters Score -724765.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -724765.937500 Penalty: 4561.436523
	Iteration 36F: 3 clusters Score -724765.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Entering Unmasked Estep 
Score: -328270.312500 Penalty: 2097.393066
	Iteration 0F: 2 clusters Score -328270.3 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 2349 members 
Entering Unmasked Estep 
Score: -323925.468750 Penalty: 4194.786133
	Iteration 0F: 3 clusters Score -323925.5 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -324942.187500 Penalty: 4194.786133
	Iteration 1F: 3 clusters Score -324942.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -325171.375000 Penalty: 4194.786133
	Iteration 2F: 3 clusters Score -325171.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -325325.875000 Penalty: 4194.786133
	Iteration 3F: 3 clusters Score -325325.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -325453.812500 Penalty: 4194.786133
	Iteration 4Q: 3 clusters Score -325453.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -325573.187500 Penalty: 4194.786133
	Iteration 5Q: 3 clusters Score -325573.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -325733.468750 Penalty: 4194.786133
	Iteration 6Q: 3 clusters Score -325733.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -325901.718750 Penalty: 4194.786133
	Iteration 7Q: 3 clusters Score -325901.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -326106.812500 Penalty: 4194.786133
	Iteration 8Q: 3 clusters Score -326106.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -326312.812500 Penalty: 4194.786133
	Iteration 9Q: 3 clusters Score -326312.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -326512.625000 Penalty: 4194.786133
	Iteration 10Q: 3 clusters Score -326512.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -326718.781250 Penalty: 4194.786133
	Iteration 11Q: 3 clusters Score -326718.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -327032.312500 Penalty: 4194.786133
	Iteration 12Q: 3 clusters Score -327032.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -327412.406250 Penalty: 4194.786133
	Iteration 13Q: 3 clusters Score -327412.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -327601.937500 Penalty: 4194.786133
	Iteration 14Q: 3 clusters Score -327601.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -327688.468750 Penalty: 4194.786133
	Iteration 15Q: 3 clusters Score -327688.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -327777.187500 Penalty: 4194.786133
	Iteration 16Q: 3 clusters Score -327777.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -327845.468750 Penalty: 4194.786133
	Iteration 17Q: 3 clusters Score -327845.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -327907.937500 Penalty: 4194.786133
	Iteration 18Q: 3 clusters Score -327907.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -327976.812500 Penalty: 4194.786133
	Iteration 19Q: 3 clusters Score -327976.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -328045.000000 Penalty: 4194.786133
	Iteration 20F: 3 clusters Score -328045 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -328127.437500 Penalty: 4194.786133
	Iteration 21Q: 3 clusters Score -328127.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -328236.031250 Penalty: 4194.786133
	Iteration 22Q: 3 clusters Score -328236 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -328382.875000 Penalty: 4194.786133
	Iteration 23Q: 3 clusters Score -328382.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -328522.750000 Penalty: 4194.786133
	Iteration 24Q: 3 clusters Score -328522.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -328581.281250 Penalty: 4194.786133
	Iteration 25Q: 3 clusters Score -328581.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -328608.718750 Penalty: 4194.786133
	Iteration 26Q: 3 clusters Score -328608.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -328635.875000 Penalty: 4194.786133
	Iteration 27Q: 3 clusters Score -328635.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -328665.062500 Penalty: 4194.786133
	Iteration 28Q: 3 clusters Score -328665.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -328686.875000 Penalty: 4194.786133
	Iteration 29Q: 3 clusters Score -328686.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -328704.343750 Penalty: 4194.786133
	Iteration 30Q: 3 clusters Score -328704.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -328721.562500 Penalty: 4194.786133
	Iteration 31Q: 3 clusters Score -328721.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -328726.968750 Penalty: 4194.786133
	Iteration 32Q: 3 clusters Score -328727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -328732.062500 Penalty: 4194.786133
	Iteration 33Q: 3 clusters Score -328732.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -328733.625000 Penalty: 4194.786133
	Iteration 34Q: 3 clusters Score -328733.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -328734.343750 Penalty: 4194.786133
	Iteration 35Q: 3 clusters Score -328734.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -328734.343750 Penalty: 4194.786133
	Iteration 36F: 3 clusters Score -328734.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 207719 members 
Mstep: Class 3 contains 58721 members 
Mstep: Class 4 contains 6897 members 
Mstep: Class 5 contains 209034 members 
Mstep: Class 6 contains 9862 members 
Mstep: Class 7 contains 3807 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80979 members 
Mstep: Class 10 contains 357683 members 
Mstep: Class 11 contains 43763 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130076 members 
Mstep: Class 17 contains 23847 members 
Mstep: Class 18 contains 27309 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11559 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12228 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13768 members 
Mstep: Class 27 contains 16040 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34002 members 
Mstep: Class 30 contains 9543 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29045 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9608 members 
Mstep: Class 37 contains 3193 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10791 members 
Mstep: Class 40 contains 5992 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 902 members 
Entering Unmasked Estep 
Score: -102299704.000000 Penalty: 158063.093750
Splitting cluster 7 changes total score from -102300624.000000 to -102299704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Entering Unmasked Estep 
Score: -92497.789062 Penalty: 1781.034790
	Iteration 0F: 2 clusters Score -92497.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -90353.101562 Penalty: 3562.069580
	Iteration 0F: 3 clusters Score -90353.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -90713.460938 Penalty: 3562.069580
	Iteration 1F: 3 clusters Score -90713.46 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -90814.289062 Penalty: 3562.069580
	Iteration 2F: 3 clusters Score -90814.29 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -90872.656250 Penalty: 3562.069580
	Iteration 3Q: 3 clusters Score -90872.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -90938.617188 Penalty: 3562.069580
	Iteration 4Q: 3 clusters Score -90938.62 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -91013.164062 Penalty: 3562.069580
	Iteration 5Q: 3 clusters Score -91013.16 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -91139.343750 Penalty: 3562.069580
	Iteration 6Q: 3 clusters Score -91139.34 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -91286.453125 Penalty: 3562.069580
	Iteration 7Q: 3 clusters Score -91286.45 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -91487.125000 Penalty: 3562.069580
	Iteration 8F: 3 clusters Score -91487.12 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -91726.960938 Penalty: 3562.069580
	Iteration 9Q: 3 clusters Score -91726.96 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -91860.875000 Penalty: 3562.069580
	Iteration 10Q: 3 clusters Score -91860.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -91907.992188 Penalty: 3562.069580
	Iteration 11Q: 3 clusters Score -91907.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -91927.359375 Penalty: 3562.069580
	Iteration 12Q: 3 clusters Score -91927.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -91941.320312 Penalty: 3562.069580
	Iteration 13Q: 3 clusters Score -91941.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -91952.273438 Penalty: 3562.069580
	Iteration 14Q: 3 clusters Score -91952.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -91968.031250 Penalty: 3562.069580
	Iteration 15Q: 3 clusters Score -91968.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -91979.648438 Penalty: 3562.069580
	Iteration 16Q: 3 clusters Score -91979.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -91995.921875 Penalty: 3562.069580
	Iteration 17Q: 3 clusters Score -91995.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -92010.601562 Penalty: 3562.069580
	Iteration 18Q: 3 clusters Score -92010.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -92024.250000 Penalty: 3562.069580
	Iteration 19Q: 3 clusters Score -92024.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -92042.257812 Penalty: 3562.069580
	Iteration 20F: 3 clusters Score -92042.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -92052.984375 Penalty: 3562.069580
	Iteration 21Q: 3 clusters Score -92052.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -92064.500000 Penalty: 3562.069580
	Iteration 22Q: 3 clusters Score -92064.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -92077.789062 Penalty: 3562.069580
	Iteration 23Q: 3 clusters Score -92077.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -92083.281250 Penalty: 3562.069580
	Iteration 24Q: 3 clusters Score -92083.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -92096.585938 Penalty: 3562.069580
	Iteration 25Q: 3 clusters Score -92096.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -92109.031250 Penalty: 3562.069580
	Iteration 26Q: 3 clusters Score -92109.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -92127.132812 Penalty: 3562.069580
	Iteration 27Q: 3 clusters Score -92127.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -92155.304688 Penalty: 3562.069580
	Iteration 28Q: 3 clusters Score -92155.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -92192.117188 Penalty: 3562.069580
	Iteration 29Q: 3 clusters Score -92192.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -92233.679688 Penalty: 3562.069580
	Iteration 30Q: 3 clusters Score -92233.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -92244.093750 Penalty: 3562.069580
	Iteration 31Q: 3 clusters Score -92244.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -92252.234375 Penalty: 3562.069580
	Iteration 32Q: 3 clusters Score -92252.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -92265.828125 Penalty: 3562.069580
	Iteration 33Q: 3 clusters Score -92265.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -92277.820312 Penalty: 3562.069580
	Iteration 34Q: 3 clusters Score -92277.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -92279.882812 Penalty: 3562.069580
	Iteration 35Q: 3 clusters Score -92279.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -92281.617188 Penalty: 3562.069580
	Iteration 36Q: 3 clusters Score -92281.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -92281.617188 Penalty: 3562.069580
	Iteration 37F: 3 clusters Score -92281.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80979 members 
Entering Unmasked Estep 
Score: -6175732.000000 Penalty: 2802.882324
	Iteration 0F: 2 clusters Score -6175732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -6121488.000000 Penalty: 5605.764648
	Iteration 0F: 3 clusters Score -6121488 nChanged 37966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -6142654.500000 Penalty: 5605.764648
	Iteration 1F: 3 clusters Score -6142654 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -6143422.000000 Penalty: 5605.764648
	Iteration 2Q: 3 clusters Score -6143422 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -6144592.500000 Penalty: 5605.764648
	Iteration 3Q: 3 clusters Score -6144592 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51499 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -6146745.000000 Penalty: 5605.764648
	Iteration 4F: 3 clusters Score -6146745 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57105 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -6150463.000000 Penalty: 5605.764648
	Iteration 5F: 3 clusters Score -6150463 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64372 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -6156759.000000 Penalty: 5605.764648
	Iteration 6F: 3 clusters Score -6156759 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71919 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -6164325.500000 Penalty: 5605.764648
	Iteration 7F: 3 clusters Score -6164326 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77221 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -6169675.000000 Penalty: 5605.764648
	Iteration 8F: 3 clusters Score -6169675 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79604 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -6172015.000000 Penalty: 5605.764648
	Iteration 9Q: 3 clusters Score -6172015 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80377 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6172750.500000 Penalty: 5605.764648
	Iteration 10Q: 3 clusters Score -6172750 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80600 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6172989.000000 Penalty: 5605.764648
	Iteration 11Q: 3 clusters Score -6172989 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80668 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6173100.500000 Penalty: 5605.764648
	Iteration 12Q: 3 clusters Score -6173100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80695 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6173174.000000 Penalty: 5605.764648
	Iteration 13Q: 3 clusters Score -6173174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80709 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6173197.000000 Penalty: 5605.764648
	Iteration 14Q: 3 clusters Score -6173197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80715 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6173206.500000 Penalty: 5605.764648
	Iteration 15Q: 3 clusters Score -6173206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80717 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6173220.000000 Penalty: 5605.764648
	Iteration 16Q: 3 clusters Score -6173220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80724 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6173227.500000 Penalty: 5605.764648
	Iteration 17Q: 3 clusters Score -6173228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80729 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6173239.000000 Penalty: 5605.764648
	Iteration 18Q: 3 clusters Score -6173239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80730 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6173243.000000 Penalty: 5605.764648
	Iteration 19Q: 3 clusters Score -6173243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80732 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6173244.000000 Penalty: 5605.764648
	Iteration 20F: 3 clusters Score -6173244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80733 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6173244.000000 Penalty: 5605.764648
	Iteration 21Q: 3 clusters Score -6173244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80735 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6173244.500000 Penalty: 5605.764648
	Iteration 22Q: 3 clusters Score -6173244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80732 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6173254.500000 Penalty: 5605.764648
	Iteration 23Q: 3 clusters Score -6173254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80732 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6173257.000000 Penalty: 5605.764648
	Iteration 24Q: 3 clusters Score -6173257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80734 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6173262.500000 Penalty: 5605.764648
	Iteration 25Q: 3 clusters Score -6173262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80734 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6173267.500000 Penalty: 5605.764648
	Iteration 26Q: 3 clusters Score -6173268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80736 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6173266.000000 Penalty: 5605.764648
	Iteration 27Q: 3 clusters Score -6173266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80737 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6173268.000000 Penalty: 5605.764648
	Iteration 28Q: 3 clusters Score -6173268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80739 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6173269.000000 Penalty: 5605.764648
	Iteration 29Q: 3 clusters Score -6173269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80741 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6173271.000000 Penalty: 5605.764648
	Iteration 30Q: 3 clusters Score -6173271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80745 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6173274.000000 Penalty: 5605.764648
	Iteration 31Q: 3 clusters Score -6173274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80744 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6173275.000000 Penalty: 5605.764648
	Iteration 32Q: 3 clusters Score -6173275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80742 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -6173276.500000 Penalty: 5605.764648
	Iteration 33Q: 3 clusters Score -6173276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80742 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -6173276.500000 Penalty: 5605.764648
	Iteration 34F: 3 clusters Score -6173276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (357683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357683 members 
Entering Unmasked Estep 
Score: -26753514.000000 Penalty: 3171.275635
	Iteration 0F: 2 clusters Score -2.675351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179159 members 
Mstep: Class 2 contains 178524 members 
Entering Unmasked Estep 
Score: -26512872.000000 Penalty: 6342.551270
	Iteration 0F: 3 clusters Score -2.651287e+07 nChanged 173584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187831 members 
Mstep: Class 2 contains 169852 members 
Entering Unmasked Estep 
Score: -26620310.000000 Penalty: 6342.551270
	Iteration 1F: 3 clusters Score -2.662031e+07 nChanged 14780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194197 members 
Mstep: Class 2 contains 163486 members 
Entering Unmasked Estep 
Score: -26626366.000000 Penalty: 6342.551270
	Iteration 2Q: 3 clusters Score -2.662637e+07 nChanged 18261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203346 members 
Mstep: Class 2 contains 154337 members 
Entering Unmasked Estep 
Score: -26635766.000000 Penalty: 6342.551270
	Iteration 3F: 3 clusters Score -2.663577e+07 nChanged 21264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214692 members 
Mstep: Class 2 contains 142991 members 
Entering Unmasked Estep 
Score: -26648814.000000 Penalty: 6342.551270
	Iteration 4F: 3 clusters Score -2.664881e+07 nChanged 23030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227226 members 
Mstep: Class 2 contains 130457 members 
Entering Unmasked Estep 
Score: -26663856.000000 Penalty: 6342.551270
	Iteration 5F: 3 clusters Score -2.666386e+07 nChanged 22748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239222 members 
Mstep: Class 2 contains 118461 members 
Entering Unmasked Estep 
Score: -26680592.000000 Penalty: 6342.551270
	Iteration 6F: 3 clusters Score -2.668059e+07 nChanged 21235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248527 members 
Mstep: Class 2 contains 109156 members 
Entering Unmasked Estep 
Score: -26699996.000000 Penalty: 6342.551270
	Iteration 7F: 3 clusters Score -2.67e+07 nChanged 19273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253490 members 
Mstep: Class 2 contains 104193 members 
Entering Unmasked Estep 
Score: -26717184.000000 Penalty: 6342.551270
	Iteration 8F: 3 clusters Score -2.671718e+07 nChanged 15394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255110 members 
Mstep: Class 2 contains 102573 members 
Entering Unmasked Estep 
Score: -26726538.000000 Penalty: 6342.551270
	Iteration 9Q: 3 clusters Score -2.672654e+07 nChanged 9457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256083 members 
Mstep: Class 2 contains 101600 members 
Entering Unmasked Estep 
Score: -26729540.000000 Penalty: 6342.551270
	Iteration 10Q: 3 clusters Score -2.672954e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256910 members 
Mstep: Class 2 contains 100773 members 
Entering Unmasked Estep 
Score: -26730916.000000 Penalty: 6342.551270
	Iteration 11Q: 3 clusters Score -2.673092e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257669 members 
Mstep: Class 2 contains 100014 members 
Entering Unmasked Estep 
Score: -26731932.000000 Penalty: 6342.551270
	Iteration 12Q: 3 clusters Score -2.673193e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258261 members 
Mstep: Class 2 contains 99422 members 
Entering Unmasked Estep 
Score: -26732494.000000 Penalty: 6342.551270
	Iteration 13Q: 3 clusters Score -2.673249e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258769 members 
Mstep: Class 2 contains 98914 members 
Entering Unmasked Estep 
Score: -26732940.000000 Penalty: 6342.551270
	Iteration 14Q: 3 clusters Score -2.673294e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259232 members 
Mstep: Class 2 contains 98451 members 
Entering Unmasked Estep 
Score: -26733288.000000 Penalty: 6342.551270
	Iteration 15Q: 3 clusters Score -2.673329e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259664 members 
Mstep: Class 2 contains 98019 members 
Entering Unmasked Estep 
Score: -26733476.000000 Penalty: 6342.551270
	Iteration 16Q: 3 clusters Score -2.673348e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260017 members 
Mstep: Class 2 contains 97666 members 
Entering Unmasked Estep 
Score: -26733724.000000 Penalty: 6342.551270
	Iteration 17Q: 3 clusters Score -2.673372e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260421 members 
Mstep: Class 2 contains 97262 members 
Entering Unmasked Estep 
Score: -26733888.000000 Penalty: 6342.551270
	Iteration 18Q: 3 clusters Score -2.673389e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260860 members 
Mstep: Class 2 contains 96823 members 
Entering Unmasked Estep 
Score: -26734000.000000 Penalty: 6342.551270
	Iteration 19Q: 3 clusters Score -2.6734e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261342 members 
Mstep: Class 2 contains 96341 members 
Entering Unmasked Estep 
Score: -26733998.000000 Penalty: 6342.551270
	Iteration 20F: 3 clusters Score -2.6734e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261806 members 
Mstep: Class 2 contains 95877 members 
Entering Unmasked Estep 
Score: -26734082.000000 Penalty: 6342.551270
	Iteration 21Q: 3 clusters Score -2.673408e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262259 members 
Mstep: Class 2 contains 95424 members 
Entering Unmasked Estep 
Score: -26734078.000000 Penalty: 6342.551270
	Iteration 22Q: 3 clusters Score -2.673408e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262692 members 
Mstep: Class 2 contains 94991 members 
Entering Unmasked Estep 
Score: -26734150.000000 Penalty: 6342.551270
	Iteration 23Q: 3 clusters Score -2.673415e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263174 members 
Mstep: Class 2 contains 94509 members 
Entering Unmasked Estep 
Score: -26734164.000000 Penalty: 6342.551270
	Iteration 24Q: 3 clusters Score -2.673416e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263675 members 
Mstep: Class 2 contains 94008 members 
Entering Unmasked Estep 
Score: -26734214.000000 Penalty: 6342.551270
	Iteration 25Q: 3 clusters Score -2.673421e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264208 members 
Mstep: Class 2 contains 93475 members 
Entering Unmasked Estep 
Score: -26734248.000000 Penalty: 6342.551270
	Iteration 26Q: 3 clusters Score -2.673425e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264749 members 
Mstep: Class 2 contains 92934 members 
Entering Unmasked Estep 
Score: -26734264.000000 Penalty: 6342.551270
	Iteration 27Q: 3 clusters Score -2.673426e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265299 members 
Mstep: Class 2 contains 92384 members 
Entering Unmasked Estep 
Score: -26734212.000000 Penalty: 6342.551270
	Iteration 28Q: 3 clusters Score -2.673421e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265828 members 
Mstep: Class 2 contains 91855 members 
Entering Unmasked Estep 
Score: -26734218.000000 Penalty: 6342.551270
	Iteration 29Q: 3 clusters Score -2.673422e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266344 members 
Mstep: Class 2 contains 91339 members 
Entering Unmasked Estep 
Score: -26734224.000000 Penalty: 6342.551270
	Iteration 30Q: 3 clusters Score -2.673422e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266922 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -26734280.000000 Penalty: 6342.551270
	Iteration 31Q: 3 clusters Score -2.673428e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267567 members 
Mstep: Class 2 contains 90116 members 
Entering Unmasked Estep 
Score: -26734342.000000 Penalty: 6342.551270
	Iteration 32Q: 3 clusters Score -2.673434e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268257 members 
Mstep: Class 2 contains 89426 members 
Entering Unmasked Estep 
Score: -26734366.000000 Penalty: 6342.551270
	Iteration 33Q: 3 clusters Score -2.673437e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268997 members 
Mstep: Class 2 contains 88686 members 
Entering Unmasked Estep 
Score: -26734438.000000 Penalty: 6342.551270
	Iteration 34Q: 3 clusters Score -2.673444e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269805 members 
Mstep: Class 2 contains 87878 members 
Entering Unmasked Estep 
Score: -26734442.000000 Penalty: 6342.551270
	Iteration 35Q: 3 clusters Score -2.673444e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270640 members 
Mstep: Class 2 contains 87043 members 
Entering Unmasked Estep 
Score: -26734490.000000 Penalty: 6342.551270
	Iteration 36Q: 3 clusters Score -2.673449e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271462 members 
Mstep: Class 2 contains 86221 members 
Entering Unmasked Estep 
Score: -26734520.000000 Penalty: 6342.551270
	Iteration 37Q: 3 clusters Score -2.673452e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272280 members 
Mstep: Class 2 contains 85403 members 
Entering Unmasked Estep 
Score: -26734572.000000 Penalty: 6342.551270
	Iteration 38Q: 3 clusters Score -2.673457e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273107 members 
Mstep: Class 2 contains 84576 members 
Entering Unmasked Estep 
Score: -26734664.000000 Penalty: 6342.551270
	Iteration 39Q: 3 clusters Score -2.673466e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273953 members 
Mstep: Class 2 contains 83730 members 
Entering Unmasked Estep 
Score: -26734778.000000 Penalty: 6342.551270
	Iteration 40F: 3 clusters Score -2.673478e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274827 members 
Mstep: Class 2 contains 82856 members 
Entering Unmasked Estep 
Score: -26734816.000000 Penalty: 6342.551270
	Iteration 41Q: 3 clusters Score -2.673482e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275711 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -26734834.000000 Penalty: 6342.551270
	Iteration 42Q: 3 clusters Score -2.673483e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276589 members 
Mstep: Class 2 contains 81094 members 
Entering Unmasked Estep 
Score: -26734878.000000 Penalty: 6342.551270
	Iteration 43Q: 3 clusters Score -2.673488e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277502 members 
Mstep: Class 2 contains 80181 members 
Entering Unmasked Estep 
Score: -26735070.000000 Penalty: 6342.551270
	Iteration 44Q: 3 clusters Score -2.673507e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278475 members 
Mstep: Class 2 contains 79208 members 
Entering Unmasked Estep 
Score: -26735194.000000 Penalty: 6342.551270
	Iteration 45Q: 3 clusters Score -2.673519e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279509 members 
Mstep: Class 2 contains 78174 members 
Entering Unmasked Estep 
Score: -26735220.000000 Penalty: 6342.551270
	Iteration 46Q: 3 clusters Score -2.673522e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280651 members 
Mstep: Class 2 contains 77032 members 
Entering Unmasked Estep 
Score: -26735352.000000 Penalty: 6342.551270
	Iteration 47Q: 3 clusters Score -2.673535e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281899 members 
Mstep: Class 2 contains 75784 members 
Entering Unmasked Estep 
Score: -26735462.000000 Penalty: 6342.551270
	Iteration 48Q: 3 clusters Score -2.673546e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283238 members 
Mstep: Class 2 contains 74445 members 
Entering Unmasked Estep 
Score: -26735580.000000 Penalty: 6342.551270
	Iteration 49Q: 3 clusters Score -2.673558e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284679 members 
Mstep: Class 2 contains 73004 members 
Entering Unmasked Estep 
Score: -26735718.000000 Penalty: 6342.551270
	Iteration 50Q: 3 clusters Score -2.673572e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286236 members 
Mstep: Class 2 contains 71447 members 
Entering Unmasked Estep 
Score: -26735890.000000 Penalty: 6342.551270
	Iteration 51Q: 3 clusters Score -2.673589e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287792 members 
Mstep: Class 2 contains 69891 members 
Entering Unmasked Estep 
Score: -26735986.000000 Penalty: 6342.551270
	Iteration 52Q: 3 clusters Score -2.673599e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289437 members 
Mstep: Class 2 contains 68246 members 
Entering Unmasked Estep 
Score: -26736110.000000 Penalty: 6342.551270
	Iteration 53Q: 3 clusters Score -2.673611e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291155 members 
Mstep: Class 2 contains 66528 members 
Entering Unmasked Estep 
Score: -26736270.000000 Penalty: 6342.551270
	Iteration 54Q: 3 clusters Score -2.673627e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292935 members 
Mstep: Class 2 contains 64748 members 
Entering Unmasked Estep 
Score: -26736542.000000 Penalty: 6342.551270
	Iteration 55Q: 3 clusters Score -2.673654e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294740 members 
Mstep: Class 2 contains 62943 members 
Entering Unmasked Estep 
Score: -26736826.000000 Penalty: 6342.551270
	Iteration 56Q: 3 clusters Score -2.673683e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296685 members 
Mstep: Class 2 contains 60998 members 
Entering Unmasked Estep 
Score: -26737022.000000 Penalty: 6342.551270
	Iteration 57Q: 3 clusters Score -2.673702e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298620 members 
Mstep: Class 2 contains 59063 members 
Entering Unmasked Estep 
Score: -26737396.000000 Penalty: 6342.551270
	Iteration 58Q: 3 clusters Score -2.67374e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300641 members 
Mstep: Class 2 contains 57042 members 
Entering Unmasked Estep 
Score: -26737574.000000 Penalty: 6342.551270
	Iteration 59Q: 3 clusters Score -2.673757e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302645 members 
Mstep: Class 2 contains 55038 members 
Entering Unmasked Estep 
Score: -26737792.000000 Penalty: 6342.551270
	Iteration 60F: 3 clusters Score -2.673779e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304694 members 
Mstep: Class 2 contains 52989 members 
Entering Unmasked Estep 
Score: -26738126.000000 Penalty: 6342.551270
	Iteration 61Q: 3 clusters Score -2.673813e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306809 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -26738566.000000 Penalty: 6342.551270
	Iteration 62Q: 3 clusters Score -2.673857e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308957 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -26738924.000000 Penalty: 6342.551270
	Iteration 63Q: 3 clusters Score -2.673892e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311124 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -26739190.000000 Penalty: 6342.551270
	Iteration 64Q: 3 clusters Score -2.673919e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313329 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -26739562.000000 Penalty: 6342.551270
	Iteration 65Q: 3 clusters Score -2.673956e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315561 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -26739908.000000 Penalty: 6342.551270
	Iteration 66Q: 3 clusters Score -2.673991e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317816 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -26740254.000000 Penalty: 6342.551270
	Iteration 67Q: 3 clusters Score -2.674025e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320096 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -26740836.000000 Penalty: 6342.551270
	Iteration 68Q: 3 clusters Score -2.674084e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322422 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -26741438.000000 Penalty: 6342.551270
	Iteration 69Q: 3 clusters Score -2.674144e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324722 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -26741934.000000 Penalty: 6342.551270
	Iteration 70Q: 3 clusters Score -2.674193e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326956 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -26742496.000000 Penalty: 6342.551270
	Iteration 71Q: 3 clusters Score -2.67425e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329156 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -26742874.000000 Penalty: 6342.551270
	Iteration 72Q: 3 clusters Score -2.674287e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331278 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -26743444.000000 Penalty: 6342.551270
	Iteration 73Q: 3 clusters Score -2.674344e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333379 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -26744004.000000 Penalty: 6342.551270
	Iteration 74Q: 3 clusters Score -2.6744e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335400 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -26744554.000000 Penalty: 6342.551270
	Iteration 75Q: 3 clusters Score -2.674455e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337437 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -26744924.000000 Penalty: 6342.551270
	Iteration 76Q: 3 clusters Score -2.674492e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339463 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -26745500.000000 Penalty: 6342.551270
	Iteration 77Q: 3 clusters Score -2.67455e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341396 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -26746284.000000 Penalty: 6342.551270
	Iteration 78Q: 3 clusters Score -2.674628e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343134 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -26746796.000000 Penalty: 6342.551270
	Iteration 79Q: 3 clusters Score -2.67468e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344741 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -26747304.000000 Penalty: 6342.551270
	Iteration 80F: 3 clusters Score -2.67473e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346245 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -26747746.000000 Penalty: 6342.551270
	Iteration 81Q: 3 clusters Score -2.674775e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347627 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -26748338.000000 Penalty: 6342.551270
	Iteration 82Q: 3 clusters Score -2.674834e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348908 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -26748860.000000 Penalty: 6342.551270
	Iteration 83Q: 3 clusters Score -2.674886e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350018 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -26749248.000000 Penalty: 6342.551270
	Iteration 84Q: 3 clusters Score -2.674925e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350989 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -26749560.000000 Penalty: 6342.551270
	Iteration 85Q: 3 clusters Score -2.674956e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351878 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -26749866.000000 Penalty: 6342.551270
	Iteration 86Q: 3 clusters Score -2.674987e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352623 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -26750048.000000 Penalty: 6342.551270
	Iteration 87Q: 3 clusters Score -2.675005e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353191 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -26750178.000000 Penalty: 6342.551270
	Iteration 88Q: 3 clusters Score -2.675018e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353646 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -26750414.000000 Penalty: 6342.551270
	Iteration 89Q: 3 clusters Score -2.675041e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354056 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -26750552.000000 Penalty: 6342.551270
	Iteration 90Q: 3 clusters Score -2.675055e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354408 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -26750682.000000 Penalty: 6342.551270
	Iteration 91Q: 3 clusters Score -2.675068e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354690 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -26750742.000000 Penalty: 6342.551270
	Iteration 92Q: 3 clusters Score -2.675074e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354902 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -26750824.000000 Penalty: 6342.551270
	Iteration 93Q: 3 clusters Score -2.675082e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355094 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -26750932.000000 Penalty: 6342.551270
	Iteration 94Q: 3 clusters Score -2.675093e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355246 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -26750990.000000 Penalty: 6342.551270
	Iteration 95Q: 3 clusters Score -2.675099e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355351 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -26751080.000000 Penalty: 6342.551270
	Iteration 96Q: 3 clusters Score -2.675108e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355449 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -26751102.000000 Penalty: 6342.551270
	Iteration 97Q: 3 clusters Score -2.67511e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355535 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -26751144.000000 Penalty: 6342.551270
	Iteration 98Q: 3 clusters Score -2.675114e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355619 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -26751146.000000 Penalty: 6342.551270
	Iteration 99Q: 3 clusters Score -2.675115e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355686 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -26751180.000000 Penalty: 6342.551270
	Iteration 100F: 3 clusters Score -2.675118e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355742 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -26751180.000000 Penalty: 6342.551270
	Iteration 101Q: 3 clusters Score -2.675118e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355789 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -26751220.000000 Penalty: 6342.551270
	Iteration 102Q: 3 clusters Score -2.675122e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355839 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -26751240.000000 Penalty: 6342.551270
	Iteration 103Q: 3 clusters Score -2.675124e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355870 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -26751246.000000 Penalty: 6342.551270
	Iteration 104Q: 3 clusters Score -2.675125e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355894 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -26751260.000000 Penalty: 6342.551270
	Iteration 105Q: 3 clusters Score -2.675126e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355916 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -26751266.000000 Penalty: 6342.551270
	Iteration 106Q: 3 clusters Score -2.675127e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355943 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -26751276.000000 Penalty: 6342.551270
	Iteration 107Q: 3 clusters Score -2.675128e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355965 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -26751270.000000 Penalty: 6342.551270
	Iteration 108Q: 3 clusters Score -2.675127e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355986 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -26751288.000000 Penalty: 6342.551270
	Iteration 109Q: 3 clusters Score -2.675129e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356002 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -26751294.000000 Penalty: 6342.551270
	Iteration 110Q: 3 clusters Score -2.675129e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356019 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -26751324.000000 Penalty: 6342.551270
	Iteration 111Q: 3 clusters Score -2.675132e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356036 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -26751322.000000 Penalty: 6342.551270
	Iteration 112Q: 3 clusters Score -2.675132e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356041 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -26751332.000000 Penalty: 6342.551270
	Iteration 113Q: 3 clusters Score -2.675133e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356049 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -26751330.000000 Penalty: 6342.551270
	Iteration 114Q: 3 clusters Score -2.675133e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356055 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -26751350.000000 Penalty: 6342.551270
	Iteration 115Q: 3 clusters Score -2.675135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356061 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -26751346.000000 Penalty: 6342.551270
	Iteration 116Q: 3 clusters Score -2.675135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356067 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -26751366.000000 Penalty: 6342.551270
	Iteration 117Q: 3 clusters Score -2.675137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356070 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -26751346.000000 Penalty: 6342.551270
	Iteration 118Q: 3 clusters Score -2.675135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356078 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -26751344.000000 Penalty: 6342.551270
	Iteration 119Q: 3 clusters Score -2.675134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356084 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -26751358.000000 Penalty: 6342.551270
	Iteration 120F: 3 clusters Score -2.675136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356092 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -26751364.000000 Penalty: 6342.551270
	Iteration 121Q: 3 clusters Score -2.675136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356098 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -26751352.000000 Penalty: 6342.551270
	Iteration 122Q: 3 clusters Score -2.675135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356100 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -26751366.000000 Penalty: 6342.551270
	Iteration 123Q: 3 clusters Score -2.675137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356100 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -26751342.000000 Penalty: 6342.551270
	Iteration 124Q: 3 clusters Score -2.675134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356104 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -26751346.000000 Penalty: 6342.551270
	Iteration 125Q: 3 clusters Score -2.675135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356105 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -26751350.000000 Penalty: 6342.551270
	Iteration 126Q: 3 clusters Score -2.675135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356107 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -26751346.000000 Penalty: 6342.551270
	Iteration 127Q: 3 clusters Score -2.675135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356109 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -26751342.000000 Penalty: 6342.551270
	Iteration 128Q: 3 clusters Score -2.675134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356109 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -26751342.000000 Penalty: 6342.551270
	Iteration 129F: 3 clusters Score -2.675134e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Entering Unmasked Estep 
Score: -3438301.250000 Penalty: 2650.262939
	Iteration 0F: 2 clusters Score -3438301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -3408679.500000 Penalty: 5300.525879
	Iteration 0F: 3 clusters Score -3408680 nChanged 20105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -3419751.000000 Penalty: 5300.525879
	Iteration 1F: 3 clusters Score -3419751 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -3420281.250000 Penalty: 5300.525879
	Iteration 2Q: 3 clusters Score -3420281 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -3420757.250000 Penalty: 5300.525879
	Iteration 3Q: 3 clusters Score -3420757 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -3421318.750000 Penalty: 5300.525879
	Iteration 4Q: 3 clusters Score -3421319 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -3422064.750000 Penalty: 5300.525879
	Iteration 5Q: 3 clusters Score -3422065 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -3423073.000000 Penalty: 5300.525879
	Iteration 6Q: 3 clusters Score -3423073 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -3424277.250000 Penalty: 5300.525879
	Iteration 7F: 3 clusters Score -3424277 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -3425615.500000 Penalty: 5300.525879
	Iteration 8F: 3 clusters Score -3425616 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -3427000.500000 Penalty: 5300.525879
	Iteration 9F: 3 clusters Score -3427000 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -3428331.000000 Penalty: 5300.525879
	Iteration 10F: 3 clusters Score -3428331 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -3429483.250000 Penalty: 5300.525879
	Iteration 11Q: 3 clusters Score -3429483 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -3430354.750000 Penalty: 5300.525879
	Iteration 12Q: 3 clusters Score -3430355 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -3431057.750000 Penalty: 5300.525879
	Iteration 13Q: 3 clusters Score -3431058 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -3431597.000000 Penalty: 5300.525879
	Iteration 14Q: 3 clusters Score -3431597 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -3432034.750000 Penalty: 5300.525879
	Iteration 15Q: 3 clusters Score -3432035 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -3432377.500000 Penalty: 5300.525879
	Iteration 16Q: 3 clusters Score -3432378 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -3432668.000000 Penalty: 5300.525879
	Iteration 17Q: 3 clusters Score -3432668 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -3432846.750000 Penalty: 5300.525879
	Iteration 18Q: 3 clusters Score -3432847 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -3432952.500000 Penalty: 5300.525879
	Iteration 19Q: 3 clusters Score -3432952 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -3433035.000000 Penalty: 5300.525879
	Iteration 20F: 3 clusters Score -3433035 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -3433117.000000 Penalty: 5300.525879
	Iteration 21Q: 3 clusters Score -3433117 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -3433182.250000 Penalty: 5300.525879
	Iteration 22Q: 3 clusters Score -3433182 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -3433215.750000 Penalty: 5300.525879
	Iteration 23Q: 3 clusters Score -3433216 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -3433251.000000 Penalty: 5300.525879
	Iteration 24Q: 3 clusters Score -3433251 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -3433280.500000 Penalty: 5300.525879
	Iteration 25Q: 3 clusters Score -3433280 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -3433300.750000 Penalty: 5300.525879
	Iteration 26Q: 3 clusters Score -3433301 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -3433317.750000 Penalty: 5300.525879
	Iteration 27Q: 3 clusters Score -3433318 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -3433320.500000 Penalty: 5300.525879
	Iteration 28Q: 3 clusters Score -3433320 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -3433329.750000 Penalty: 5300.525879
	Iteration 29Q: 3 clusters Score -3433330 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -3433355.750000 Penalty: 5300.525879
	Iteration 30Q: 3 clusters Score -3433356 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -3433379.750000 Penalty: 5300.525879
	Iteration 31Q: 3 clusters Score -3433380 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -3433394.000000 Penalty: 5300.525879
	Iteration 32Q: 3 clusters Score -3433394 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -3433402.750000 Penalty: 5300.525879
	Iteration 33Q: 3 clusters Score -3433403 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -3433407.000000 Penalty: 5300.525879
	Iteration 34Q: 3 clusters Score -3433407 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -3433428.250000 Penalty: 5300.525879
	Iteration 35Q: 3 clusters Score -3433428 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -3433438.750000 Penalty: 5300.525879
	Iteration 36Q: 3 clusters Score -3433439 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -3433446.750000 Penalty: 5300.525879
	Iteration 37Q: 3 clusters Score -3433447 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -3433462.000000 Penalty: 5300.525879
	Iteration 38Q: 3 clusters Score -3433462 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -3433473.250000 Penalty: 5300.525879
	Iteration 39Q: 3 clusters Score -3433473 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -3433501.000000 Penalty: 5300.525879
	Iteration 40F: 3 clusters Score -3433501 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -3433526.500000 Penalty: 5300.525879
	Iteration 41Q: 3 clusters Score -3433526 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -3433550.750000 Penalty: 5300.525879
	Iteration 42Q: 3 clusters Score -3433551 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -3433606.250000 Penalty: 5300.525879
	Iteration 43Q: 3 clusters Score -3433606 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -3433645.000000 Penalty: 5300.525879
	Iteration 44Q: 3 clusters Score -3433645 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -3433694.000000 Penalty: 5300.525879
	Iteration 45Q: 3 clusters Score -3433694 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -3433730.250000 Penalty: 5300.525879
	Iteration 46Q: 3 clusters Score -3433730 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -3433790.000000 Penalty: 5300.525879
	Iteration 47Q: 3 clusters Score -3433790 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -3433854.750000 Penalty: 5300.525879
	Iteration 48Q: 3 clusters Score -3433855 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -3433895.250000 Penalty: 5300.525879
	Iteration 49Q: 3 clusters Score -3433895 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -3433917.500000 Penalty: 5300.525879
	Iteration 50Q: 3 clusters Score -3433918 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -3434002.250000 Penalty: 5300.525879
	Iteration 51Q: 3 clusters Score -3434002 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -3434090.000000 Penalty: 5300.525879
	Iteration 52Q: 3 clusters Score -3434090 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -3434171.000000 Penalty: 5300.525879
	Iteration 53Q: 3 clusters Score -3434171 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -3434240.250000 Penalty: 5300.525879
	Iteration 54Q: 3 clusters Score -3434240 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -3434269.750000 Penalty: 5300.525879
	Iteration 55Q: 3 clusters Score -3434270 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -3434331.750000 Penalty: 5300.525879
	Iteration 56Q: 3 clusters Score -3434332 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -3434382.500000 Penalty: 5300.525879
	Iteration 57Q: 3 clusters Score -3434382 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -3434430.500000 Penalty: 5300.525879
	Iteration 58Q: 3 clusters Score -3434430 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -3434473.500000 Penalty: 5300.525879
	Iteration 59Q: 3 clusters Score -3434474 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -3434540.750000 Penalty: 5300.525879
	Iteration 60F: 3 clusters Score -3434541 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -3434600.500000 Penalty: 5300.525879
	Iteration 61Q: 3 clusters Score -3434600 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -3434659.750000 Penalty: 5300.525879
	Iteration 62Q: 3 clusters Score -3434660 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -3434711.250000 Penalty: 5300.525879
	Iteration 63Q: 3 clusters Score -3434711 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -3434763.250000 Penalty: 5300.525879
	Iteration 64Q: 3 clusters Score -3434763 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -3434812.500000 Penalty: 5300.525879
	Iteration 65Q: 3 clusters Score -3434812 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -3434838.250000 Penalty: 5300.525879
	Iteration 66Q: 3 clusters Score -3434838 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -3434895.250000 Penalty: 5300.525879
	Iteration 67Q: 3 clusters Score -3434895 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -3434923.000000 Penalty: 5300.525879
	Iteration 68Q: 3 clusters Score -3434923 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -3434966.750000 Penalty: 5300.525879
	Iteration 69Q: 3 clusters Score -3434967 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -3435003.000000 Penalty: 5300.525879
	Iteration 70Q: 3 clusters Score -3435003 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -3435047.500000 Penalty: 5300.525879
	Iteration 71Q: 3 clusters Score -3435048 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -3435093.750000 Penalty: 5300.525879
	Iteration 72Q: 3 clusters Score -3435094 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -3435136.750000 Penalty: 5300.525879
	Iteration 73Q: 3 clusters Score -3435137 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -3435190.750000 Penalty: 5300.525879
	Iteration 74Q: 3 clusters Score -3435191 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -3435234.500000 Penalty: 5300.525879
	Iteration 75Q: 3 clusters Score -3435234 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -3435284.250000 Penalty: 5300.525879
	Iteration 76Q: 3 clusters Score -3435284 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -3435333.000000 Penalty: 5300.525879
	Iteration 77Q: 3 clusters Score -3435333 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -3435389.500000 Penalty: 5300.525879
	Iteration 78Q: 3 clusters Score -3435390 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -3435449.500000 Penalty: 5300.525879
	Iteration 79Q: 3 clusters Score -3435450 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -3435495.000000 Penalty: 5300.525879
	Iteration 80F: 3 clusters Score -3435495 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -3435539.250000 Penalty: 5300.525879
	Iteration 81Q: 3 clusters Score -3435539 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -3435584.000000 Penalty: 5300.525879
	Iteration 82Q: 3 clusters Score -3435584 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -3435632.750000 Penalty: 5300.525879
	Iteration 83Q: 3 clusters Score -3435633 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -3435666.000000 Penalty: 5300.525879
	Iteration 84Q: 3 clusters Score -3435666 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -3435694.250000 Penalty: 5300.525879
	Iteration 85Q: 3 clusters Score -3435694 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -3435721.500000 Penalty: 5300.525879
	Iteration 86Q: 3 clusters Score -3435722 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -3435746.000000 Penalty: 5300.525879
	Iteration 87Q: 3 clusters Score -3435746 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -3435779.500000 Penalty: 5300.525879
	Iteration 88Q: 3 clusters Score -3435780 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -3435789.500000 Penalty: 5300.525879
	Iteration 89Q: 3 clusters Score -3435790 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -3435803.750000 Penalty: 5300.525879
	Iteration 90Q: 3 clusters Score -3435804 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -3435809.750000 Penalty: 5300.525879
	Iteration 91Q: 3 clusters Score -3435810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -3435816.500000 Penalty: 5300.525879
	Iteration 92Q: 3 clusters Score -3435816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -3435835.500000 Penalty: 5300.525879
	Iteration 93Q: 3 clusters Score -3435836 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -3435842.250000 Penalty: 5300.525879
	Iteration 94Q: 3 clusters Score -3435842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -3435843.250000 Penalty: 5300.525879
	Iteration 95Q: 3 clusters Score -3435843 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -3435848.500000 Penalty: 5300.525879
	Iteration 96Q: 3 clusters Score -3435848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -3435858.250000 Penalty: 5300.525879
	Iteration 97Q: 3 clusters Score -3435858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -3435863.500000 Penalty: 5300.525879
	Iteration 98Q: 3 clusters Score -3435864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -3435875.250000 Penalty: 5300.525879
	Iteration 99Q: 3 clusters Score -3435875 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -3435890.250000 Penalty: 5300.525879
	Iteration 100F: 3 clusters Score -3435890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -3435898.250000 Penalty: 5300.525879
	Iteration 101Q: 3 clusters Score -3435898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -3435905.500000 Penalty: 5300.525879
	Iteration 102Q: 3 clusters Score -3435906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -3435917.750000 Penalty: 5300.525879
	Iteration 103Q: 3 clusters Score -3435918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -3435918.000000 Penalty: 5300.525879
	Iteration 104Q: 3 clusters Score -3435918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -3435919.000000 Penalty: 5300.525879
	Iteration 105Q: 3 clusters Score -3435919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -3435928.750000 Penalty: 5300.525879
	Iteration 106Q: 3 clusters Score -3435929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -3435927.500000 Penalty: 5300.525879
	Iteration 107Q: 3 clusters Score -3435928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -3435930.500000 Penalty: 5300.525879
	Iteration 108Q: 3 clusters Score -3435930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -3435934.500000 Penalty: 5300.525879
	Iteration 109Q: 3 clusters Score -3435934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -3435945.500000 Penalty: 5300.525879
	Iteration 110Q: 3 clusters Score -3435946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -3435952.750000 Penalty: 5300.525879
	Iteration 111Q: 3 clusters Score -3435953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -3435952.250000 Penalty: 5300.525879
	Iteration 112Q: 3 clusters Score -3435952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -3435954.000000 Penalty: 5300.525879
	Iteration 113Q: 3 clusters Score -3435954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -3435959.000000 Penalty: 5300.525879
	Iteration 114Q: 3 clusters Score -3435959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -3435957.500000 Penalty: 5300.525879
	Iteration 115Q: 3 clusters Score -3435958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -3435964.500000 Penalty: 5300.525879
	Iteration 116Q: 3 clusters Score -3435964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -3435973.500000 Penalty: 5300.525879
	Iteration 117Q: 3 clusters Score -3435974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -3435975.250000 Penalty: 5300.525879
	Iteration 118Q: 3 clusters Score -3435975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -3435981.750000 Penalty: 5300.525879
	Iteration 119Q: 3 clusters Score -3435982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -3435981.500000 Penalty: 5300.525879
	Iteration 120F: 3 clusters Score -3435982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -3435979.000000 Penalty: 5300.525879
	Iteration 121Q: 3 clusters Score -3435979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -3435980.750000 Penalty: 5300.525879
	Iteration 122Q: 3 clusters Score -3435981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -3435989.250000 Penalty: 5300.525879
	Iteration 123Q: 3 clusters Score -3435989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -3435990.500000 Penalty: 5300.525879
	Iteration 124Q: 3 clusters Score -3435990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -3435994.250000 Penalty: 5300.525879
	Iteration 125Q: 3 clusters Score -3435994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -3435999.000000 Penalty: 5300.525879
	Iteration 126Q: 3 clusters Score -3435999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -3435994.000000 Penalty: 5300.525879
	Iteration 127Q: 3 clusters Score -3435994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -3435994.250000 Penalty: 5300.525879
	Iteration 128Q: 3 clusters Score -3435994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -3435996.750000 Penalty: 5300.525879
	Iteration 129Q: 3 clusters Score -3435997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -3435998.750000 Penalty: 5300.525879
	Iteration 130Q: 3 clusters Score -3435999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -3435998.500000 Penalty: 5300.525879
	Iteration 131Q: 3 clusters Score -3435998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -3435996.000000 Penalty: 5300.525879
	Iteration 132Q: 3 clusters Score -3435996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -3435996.500000 Penalty: 5300.525879
	Iteration 133Q: 3 clusters Score -3435996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -3436000.500000 Penalty: 5300.525879
	Iteration 134Q: 3 clusters Score -3436000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -3436000.750000 Penalty: 5300.525879
	Iteration 135Q: 3 clusters Score -3436001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -3436002.250000 Penalty: 5300.525879
	Iteration 136Q: 3 clusters Score -3436002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -3436003.250000 Penalty: 5300.525879
	Iteration 137Q: 3 clusters Score -3436003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -3436007.750000 Penalty: 5300.525879
	Iteration 138Q: 3 clusters Score -3436008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -3436006.000000 Penalty: 5300.525879
	Iteration 139Q: 3 clusters Score -3436006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -3436003.500000 Penalty: 5300.525879
	Iteration 140F: 3 clusters Score -3436004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -3436009.000000 Penalty: 5300.525879
	Iteration 141Q: 3 clusters Score -3436009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -3436010.750000 Penalty: 5300.525879
	Iteration 142Q: 3 clusters Score -3436011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -3436006.500000 Penalty: 5300.525879
	Iteration 143Q: 3 clusters Score -3436006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -3436008.750000 Penalty: 5300.525879
	Iteration 144Q: 3 clusters Score -3436009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -3436009.000000 Penalty: 5300.525879
	Iteration 145Q: 3 clusters Score -3436009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -3436014.250000 Penalty: 5300.525879
	Iteration 146Q: 3 clusters Score -3436014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -3436010.000000 Penalty: 5300.525879
	Iteration 147Q: 3 clusters Score -3436010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -3436013.250000 Penalty: 5300.525879
	Iteration 148Q: 3 clusters Score -3436013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -3436012.000000 Penalty: 5300.525879
	Iteration 149Q: 3 clusters Score -3436012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -3436013.750000 Penalty: 5300.525879
	Iteration 150Q: 3 clusters Score -3436014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -3436015.750000 Penalty: 5300.525879
	Iteration 151Q: 3 clusters Score -3436016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -3436018.250000 Penalty: 5300.525879
	Iteration 152Q: 3 clusters Score -3436018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -3436020.750000 Penalty: 5300.525879
	Iteration 153Q: 3 clusters Score -3436021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -3436021.500000 Penalty: 5300.525879
	Iteration 154Q: 3 clusters Score -3436022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -3436026.250000 Penalty: 5300.525879
	Iteration 155Q: 3 clusters Score -3436026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -3436019.500000 Penalty: 5300.525879
	Iteration 156Q: 3 clusters Score -3436020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -3436024.000000 Penalty: 5300.525879
	Iteration 157Q: 3 clusters Score -3436024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -3436024.000000 Penalty: 5300.525879
	Iteration 158F: 3 clusters Score -3436024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Entering Unmasked Estep 
Score: -247221.203125 Penalty: 2084.309082
	Iteration 0F: 2 clusters Score -247221.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -243128.718750 Penalty: 4168.618164
	Iteration 0F: 3 clusters Score -243128.7 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -244702.062500 Penalty: 4168.618164
	Iteration 1F: 3 clusters Score -244702.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -245418.234375 Penalty: 4168.618164
	Iteration 2F: 3 clusters Score -245418.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -245960.937500 Penalty: 4168.618164
	Iteration 3F: 3 clusters Score -245960.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -246340.328125 Penalty: 4168.618164
	Iteration 4F: 3 clusters Score -246340.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -246574.515625 Penalty: 4168.618164
	Iteration 5Q: 3 clusters Score -246574.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -246725.906250 Penalty: 4168.618164
	Iteration 6Q: 3 clusters Score -246725.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -246829.000000 Penalty: 4168.618164
	Iteration 7Q: 3 clusters Score -246829 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -246910.234375 Penalty: 4168.618164
	Iteration 8Q: 3 clusters Score -246910.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -246952.359375 Penalty: 4168.618164
	Iteration 9Q: 3 clusters Score -246952.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -246988.203125 Penalty: 4168.618164
	Iteration 10Q: 3 clusters Score -246988.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -247003.640625 Penalty: 4168.618164
	Iteration 11Q: 3 clusters Score -247003.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -247008.718750 Penalty: 4168.618164
	Iteration 12Q: 3 clusters Score -247008.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -247018.656250 Penalty: 4168.618164
	Iteration 13Q: 3 clusters Score -247018.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -247031.281250 Penalty: 4168.618164
	Iteration 14Q: 3 clusters Score -247031.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -247036.171875 Penalty: 4168.618164
	Iteration 15Q: 3 clusters Score -247036.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -247038.703125 Penalty: 4168.618164
	Iteration 16Q: 3 clusters Score -247038.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -247042.031250 Penalty: 4168.618164
	Iteration 17Q: 3 clusters Score -247042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -247044.843750 Penalty: 4168.618164
	Iteration 18Q: 3 clusters Score -247044.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -247047.375000 Penalty: 4168.618164
	Iteration 19Q: 3 clusters Score -247047.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -247047.531250 Penalty: 4168.618164
	Iteration 20F: 3 clusters Score -247047.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -247048.046875 Penalty: 4168.618164
	Iteration 21Q: 3 clusters Score -247048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -247048.093750 Penalty: 4168.618164
	Iteration 22Q: 3 clusters Score -247048.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -247048.093750 Penalty: 4168.618164
	Iteration 23F: 3 clusters Score -247048.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Entering Unmasked Estep 
Score: -353420.562500 Penalty: 2109.570801
	Iteration 0F: 2 clusters Score -353420.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -348917.562500 Penalty: 4219.141602
	Iteration 0F: 3 clusters Score -348917.6 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -350005.062500 Penalty: 4219.141602
	Iteration 1F: 3 clusters Score -350005.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -350279.250000 Penalty: 4219.141602
	Iteration 2F: 3 clusters Score -350279.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -350462.406250 Penalty: 4219.141602
	Iteration 3F: 3 clusters Score -350462.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -350683.406250 Penalty: 4219.141602
	Iteration 4Q: 3 clusters Score -350683.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -351009.875000 Penalty: 4219.141602
	Iteration 5F: 3 clusters Score -351009.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -351408.468750 Penalty: 4219.141602
	Iteration 6F: 3 clusters Score -351408.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -351745.625000 Penalty: 4219.141602
	Iteration 7F: 3 clusters Score -351745.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -352001.468750 Penalty: 4219.141602
	Iteration 8F: 3 clusters Score -352001.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -352173.218750 Penalty: 4219.141602
	Iteration 9Q: 3 clusters Score -352173.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -352297.281250 Penalty: 4219.141602
	Iteration 10Q: 3 clusters Score -352297.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -352377.062500 Penalty: 4219.141602
	Iteration 11Q: 3 clusters Score -352377.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -352437.625000 Penalty: 4219.141602
	Iteration 12Q: 3 clusters Score -352437.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -352485.687500 Penalty: 4219.141602
	Iteration 13Q: 3 clusters Score -352485.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -352517.250000 Penalty: 4219.141602
	Iteration 14Q: 3 clusters Score -352517.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -352539.562500 Penalty: 4219.141602
	Iteration 15Q: 3 clusters Score -352539.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -352561.281250 Penalty: 4219.141602
	Iteration 16Q: 3 clusters Score -352561.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -352581.562500 Penalty: 4219.141602
	Iteration 17Q: 3 clusters Score -352581.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -352596.093750 Penalty: 4219.141602
	Iteration 18Q: 3 clusters Score -352596.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -352607.781250 Penalty: 4219.141602
	Iteration 19Q: 3 clusters Score -352607.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -352614.375000 Penalty: 4219.141602
	Iteration 20F: 3 clusters Score -352614.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -352618.218750 Penalty: 4219.141602
	Iteration 21Q: 3 clusters Score -352618.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -352621.031250 Penalty: 4219.141602
	Iteration 22Q: 3 clusters Score -352621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -352623.000000 Penalty: 4219.141602
	Iteration 23Q: 3 clusters Score -352623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -352626.843750 Penalty: 4219.141602
	Iteration 24Q: 3 clusters Score -352626.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -352627.437500 Penalty: 4219.141602
	Iteration 25Q: 3 clusters Score -352627.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -352628.312500 Penalty: 4219.141602
	Iteration 26Q: 3 clusters Score -352628.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -352628.750000 Penalty: 4219.141602
	Iteration 27Q: 3 clusters Score -352628.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -352628.937500 Penalty: 4219.141602
	Iteration 28Q: 3 clusters Score -352628.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -352629.437500 Penalty: 4219.141602
	Iteration 29Q: 3 clusters Score -352629.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -352631.156250 Penalty: 4219.141602
	Iteration 30Q: 3 clusters Score -352631.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -352632.312500 Penalty: 4219.141602
	Iteration 31Q: 3 clusters Score -352632.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -352632.312500 Penalty: 4219.141602
	Iteration 32F: 3 clusters Score -352632.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Entering Unmasked Estep 
Score: -549143.750000 Penalty: 2202.695312
	Iteration 0F: 2 clusters Score -549143.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -543312.250000 Penalty: 4405.390625
	Iteration 0F: 3 clusters Score -543312.2 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -545016.937500 Penalty: 4405.390625
	Iteration 1F: 3 clusters Score -545016.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -545420.250000 Penalty: 4405.390625
	Iteration 2F: 3 clusters Score -545420.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -545761.187500 Penalty: 4405.390625
	Iteration 3F: 3 clusters Score -545761.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -546012.625000 Penalty: 4405.390625
	Iteration 4F: 3 clusters Score -546012.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -546248.875000 Penalty: 4405.390625
	Iteration 5Q: 3 clusters Score -546248.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -546472.750000 Penalty: 4405.390625
	Iteration 6Q: 3 clusters Score -546472.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -546697.500000 Penalty: 4405.390625
	Iteration 7Q: 3 clusters Score -546697.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -546914.687500 Penalty: 4405.390625
	Iteration 8Q: 3 clusters Score -546914.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -547095.062500 Penalty: 4405.390625
	Iteration 9Q: 3 clusters Score -547095.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -547217.812500 Penalty: 4405.390625
	Iteration 10Q: 3 clusters Score -547217.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -547292.562500 Penalty: 4405.390625
	Iteration 11Q: 3 clusters Score -547292.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -547343.375000 Penalty: 4405.390625
	Iteration 12Q: 3 clusters Score -547343.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -547377.250000 Penalty: 4405.390625
	Iteration 13Q: 3 clusters Score -547377.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -547413.437500 Penalty: 4405.390625
	Iteration 14Q: 3 clusters Score -547413.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -547439.187500 Penalty: 4405.390625
	Iteration 15Q: 3 clusters Score -547439.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -547460.375000 Penalty: 4405.390625
	Iteration 16Q: 3 clusters Score -547460.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -547478.437500 Penalty: 4405.390625
	Iteration 17Q: 3 clusters Score -547478.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -547492.187500 Penalty: 4405.390625
	Iteration 18Q: 3 clusters Score -547492.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -547503.312500 Penalty: 4405.390625
	Iteration 19Q: 3 clusters Score -547503.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -547513.625000 Penalty: 4405.390625
	Iteration 20F: 3 clusters Score -547513.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -547519.812500 Penalty: 4405.390625
	Iteration 21Q: 3 clusters Score -547519.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -547531.687500 Penalty: 4405.390625
	Iteration 22Q: 3 clusters Score -547531.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -547544.187500 Penalty: 4405.390625
	Iteration 23Q: 3 clusters Score -547544.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -547554.250000 Penalty: 4405.390625
	Iteration 24Q: 3 clusters Score -547554.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -547560.437500 Penalty: 4405.390625
	Iteration 25Q: 3 clusters Score -547560.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -547566.125000 Penalty: 4405.390625
	Iteration 26Q: 3 clusters Score -547566.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -547572.125000 Penalty: 4405.390625
	Iteration 27Q: 3 clusters Score -547572.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -547575.937500 Penalty: 4405.390625
	Iteration 28Q: 3 clusters Score -547575.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -547578.812500 Penalty: 4405.390625
	Iteration 29Q: 3 clusters Score -547578.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -547581.500000 Penalty: 4405.390625
	Iteration 30Q: 3 clusters Score -547581.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -547583.437500 Penalty: 4405.390625
	Iteration 31Q: 3 clusters Score -547583.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -547583.562500 Penalty: 4405.390625
	Iteration 32Q: 3 clusters Score -547583.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -547584.625000 Penalty: 4405.390625
	Iteration 33Q: 3 clusters Score -547584.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -547586.562500 Penalty: 4405.390625
	Iteration 34Q: 3 clusters Score -547586.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -547587.312500 Penalty: 4405.390625
	Iteration 35Q: 3 clusters Score -547587.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -547586.500000 Penalty: 4405.390625
	Iteration 36Q: 3 clusters Score -547586.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -547587.187500 Penalty: 4405.390625
	Iteration 37Q: 3 clusters Score -547587.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -547587.375000 Penalty: 4405.390625
	Iteration 38Q: 3 clusters Score -547587.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -547589.312500 Penalty: 4405.390625
	Iteration 39Q: 3 clusters Score -547589.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -547589.812500 Penalty: 4405.390625
	Iteration 40F: 3 clusters Score -547589.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -478738.093750 Penalty: 2173.988525
	Iteration 0F: 2 clusters Score -478738.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -473304.031250 Penalty: 4347.977051
	Iteration 0F: 3 clusters Score -473304 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -474657.781250 Penalty: 4347.977051
	Iteration 1F: 3 clusters Score -474657.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -474899.781250 Penalty: 4347.977051
	Iteration 2F: 3 clusters Score -474899.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -475044.062500 Penalty: 4347.977051
	Iteration 3Q: 3 clusters Score -475044.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -475135.562500 Penalty: 4347.977051
	Iteration 4Q: 3 clusters Score -475135.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -475222.468750 Penalty: 4347.977051
	Iteration 5Q: 3 clusters Score -475222.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -475308.656250 Penalty: 4347.977051
	Iteration 6Q: 3 clusters Score -475308.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -475403.218750 Penalty: 4347.977051
	Iteration 7Q: 3 clusters Score -475403.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -475502.937500 Penalty: 4347.977051
	Iteration 8Q: 3 clusters Score -475502.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -475598.031250 Penalty: 4347.977051
	Iteration 9Q: 3 clusters Score -475598 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -475689.031250 Penalty: 4347.977051
	Iteration 10Q: 3 clusters Score -475689 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -475798.968750 Penalty: 4347.977051
	Iteration 11Q: 3 clusters Score -475799 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -475898.000000 Penalty: 4347.977051
	Iteration 12Q: 3 clusters Score -475898 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -476022.843750 Penalty: 4347.977051
	Iteration 13Q: 3 clusters Score -476022.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -476159.531250 Penalty: 4347.977051
	Iteration 14Q: 3 clusters Score -476159.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -476305.156250 Penalty: 4347.977051
	Iteration 15Q: 3 clusters Score -476305.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -476439.562500 Penalty: 4347.977051
	Iteration 16Q: 3 clusters Score -476439.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -476559.593750 Penalty: 4347.977051
	Iteration 17Q: 3 clusters Score -476559.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -476683.781250 Penalty: 4347.977051
	Iteration 18Q: 3 clusters Score -476683.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -476770.593750 Penalty: 4347.977051
	Iteration 19Q: 3 clusters Score -476770.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -476832.437500 Penalty: 4347.977051
	Iteration 20F: 3 clusters Score -476832.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -476903.843750 Penalty: 4347.977051
	Iteration 21Q: 3 clusters Score -476903.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -476963.750000 Penalty: 4347.977051
	Iteration 22Q: 3 clusters Score -476963.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -477001.625000 Penalty: 4347.977051
	Iteration 23Q: 3 clusters Score -477001.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -477039.968750 Penalty: 4347.977051
	Iteration 24Q: 3 clusters Score -477040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -477066.187500 Penalty: 4347.977051
	Iteration 25Q: 3 clusters Score -477066.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -477093.125000 Penalty: 4347.977051
	Iteration 26Q: 3 clusters Score -477093.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -477120.531250 Penalty: 4347.977051
	Iteration 27Q: 3 clusters Score -477120.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -477144.125000 Penalty: 4347.977051
	Iteration 28Q: 3 clusters Score -477144.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -477161.062500 Penalty: 4347.977051
	Iteration 29Q: 3 clusters Score -477161.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -477175.968750 Penalty: 4347.977051
	Iteration 30Q: 3 clusters Score -477176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -477188.375000 Penalty: 4347.977051
	Iteration 31Q: 3 clusters Score -477188.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -477197.750000 Penalty: 4347.977051
	Iteration 32Q: 3 clusters Score -477197.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -477212.406250 Penalty: 4347.977051
	Iteration 33Q: 3 clusters Score -477212.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -477223.531250 Penalty: 4347.977051
	Iteration 34Q: 3 clusters Score -477223.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -477236.218750 Penalty: 4347.977051
	Iteration 35Q: 3 clusters Score -477236.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -477246.812500 Penalty: 4347.977051
	Iteration 36Q: 3 clusters Score -477246.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -477257.875000 Penalty: 4347.977051
	Iteration 37Q: 3 clusters Score -477257.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -477266.187500 Penalty: 4347.977051
	Iteration 38Q: 3 clusters Score -477266.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -477272.187500 Penalty: 4347.977051
	Iteration 39Q: 3 clusters Score -477272.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -477275.625000 Penalty: 4347.977051
	Iteration 40F: 3 clusters Score -477275.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -477276.562500 Penalty: 4347.977051
	Iteration 41Q: 3 clusters Score -477276.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -477281.093750 Penalty: 4347.977051
	Iteration 42Q: 3 clusters Score -477281.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -477283.437500 Penalty: 4347.977051
	Iteration 43Q: 3 clusters Score -477283.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -477287.593750 Penalty: 4347.977051
	Iteration 44Q: 3 clusters Score -477287.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -477288.500000 Penalty: 4347.977051
	Iteration 45Q: 3 clusters Score -477288.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -477289.593750 Penalty: 4347.977051
	Iteration 46Q: 3 clusters Score -477289.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -477291.593750 Penalty: 4347.977051
	Iteration 47Q: 3 clusters Score -477291.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -477292.656250 Penalty: 4347.977051
	Iteration 48Q: 3 clusters Score -477292.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -477292.531250 Penalty: 4347.977051
	Iteration 49Q: 3 clusters Score -477292.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -477293.656250 Penalty: 4347.977051
	Iteration 50Q: 3 clusters Score -477293.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -477295.156250 Penalty: 4347.977051
	Iteration 51Q: 3 clusters Score -477295.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -477296.812500 Penalty: 4347.977051
	Iteration 52Q: 3 clusters Score -477296.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -477297.031250 Penalty: 4347.977051
	Iteration 53Q: 3 clusters Score -477297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -477296.656250 Penalty: 4347.977051
	Iteration 54Q: 3 clusters Score -477296.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -477296.656250 Penalty: 4347.977051
	Iteration 55F: 3 clusters Score -477296.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130076 members 
Entering Unmasked Estep 
Score: -9939450.000000 Penalty: 2920.416748
	Iteration 0F: 2 clusters Score -9939450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65332 members 
Mstep: Class 2 contains 64744 members 
Entering Unmasked Estep 
Score: -9852420.000000 Penalty: 5840.833496
	Iteration 0F: 3 clusters Score -9852420 nChanged 62054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69046 members 
Mstep: Class 2 contains 61030 members 
Entering Unmasked Estep 
Score: -9888038.000000 Penalty: 5840.833496
	Iteration 1F: 3 clusters Score -9888038 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71224 members 
Mstep: Class 2 contains 58852 members 
Entering Unmasked Estep 
Score: -9889077.000000 Penalty: 5840.833496
	Iteration 2Q: 3 clusters Score -9889077 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74493 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -9890598.000000 Penalty: 5840.833496
	Iteration 3Q: 3 clusters Score -9890598 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79402 members 
Mstep: Class 2 contains 50674 members 
Entering Unmasked Estep 
Score: -9893113.000000 Penalty: 5840.833496
	Iteration 4Q: 3 clusters Score -9893113 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86488 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -9897471.000000 Penalty: 5840.833496
	Iteration 5F: 3 clusters Score -9897471 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96144 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -9904744.000000 Penalty: 5840.833496
	Iteration 6F: 3 clusters Score -9904744 nChanged 11422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107564 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -9915147.000000 Penalty: 5840.833496
	Iteration 7F: 3 clusters Score -9915147 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118096 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -9925408.000000 Penalty: 5840.833496
	Iteration 8F: 3 clusters Score -9925408 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125177 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -9932266.000000 Penalty: 5840.833496
	Iteration 9F: 3 clusters Score -9932266 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128375 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -9935267.000000 Penalty: 5840.833496
	Iteration 10Q: 3 clusters Score -9935267 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129425 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -9936251.000000 Penalty: 5840.833496
	Iteration 11Q: 3 clusters Score -9936251 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129694 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9936531.000000 Penalty: 5840.833496
	Iteration 12Q: 3 clusters Score -9936531 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129781 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9936645.000000 Penalty: 5840.833496
	Iteration 13Q: 3 clusters Score -9936645 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129825 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9936718.000000 Penalty: 5840.833496
	Iteration 14Q: 3 clusters Score -9936718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129841 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9936764.000000 Penalty: 5840.833496
	Iteration 15Q: 3 clusters Score -9936764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129847 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9936790.000000 Penalty: 5840.833496
	Iteration 16Q: 3 clusters Score -9936790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129852 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9936799.000000 Penalty: 5840.833496
	Iteration 17Q: 3 clusters Score -9936799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129858 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9936812.000000 Penalty: 5840.833496
	Iteration 18Q: 3 clusters Score -9936812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129861 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9936830.000000 Penalty: 5840.833496
	Iteration 19Q: 3 clusters Score -9936830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129860 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9936833.000000 Penalty: 5840.833496
	Iteration 20F: 3 clusters Score -9936833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129859 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9936833.000000 Penalty: 5840.833496
	Iteration 21Q: 3 clusters Score -9936833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129859 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9936833.000000 Penalty: 5840.833496
	Iteration 22F: 3 clusters Score -9936833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Entering Unmasked Estep 
Score: -1592337.375000 Penalty: 2499.694580
	Iteration 0F: 2 clusters Score -1592337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1575735.625000 Penalty: 4999.389160
	Iteration 0F: 3 clusters Score -1575736 nChanged 10595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1581374.125000 Penalty: 4999.389160
	Iteration 1F: 3 clusters Score -1581374 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1581892.500000 Penalty: 4999.389160
	Iteration 2F: 3 clusters Score -1581892 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1582406.125000 Penalty: 4999.389160
	Iteration 3F: 3 clusters Score -1582406 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1582871.625000 Penalty: 4999.389160
	Iteration 4Q: 3 clusters Score -1582872 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1583353.625000 Penalty: 4999.389160
	Iteration 5Q: 3 clusters Score -1583354 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1583828.750000 Penalty: 4999.389160
	Iteration 6Q: 3 clusters Score -1583829 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1584325.625000 Penalty: 4999.389160
	Iteration 7Q: 3 clusters Score -1584326 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1584814.250000 Penalty: 4999.389160
	Iteration 8Q: 3 clusters Score -1584814 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1585266.250000 Penalty: 4999.389160
	Iteration 9Q: 3 clusters Score -1585266 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1585718.000000 Penalty: 4999.389160
	Iteration 10Q: 3 clusters Score -1585718 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1586151.250000 Penalty: 4999.389160
	Iteration 11Q: 3 clusters Score -1586151 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1586550.875000 Penalty: 4999.389160
	Iteration 12Q: 3 clusters Score -1586551 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1586983.875000 Penalty: 4999.389160
	Iteration 13Q: 3 clusters Score -1586984 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1587325.750000 Penalty: 4999.389160
	Iteration 14Q: 3 clusters Score -1587326 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1587586.500000 Penalty: 4999.389160
	Iteration 15Q: 3 clusters Score -1587586 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1587787.000000 Penalty: 4999.389160
	Iteration 16Q: 3 clusters Score -1587787 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1587948.625000 Penalty: 4999.389160
	Iteration 17Q: 3 clusters Score -1587949 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1588073.000000 Penalty: 4999.389160
	Iteration 18Q: 3 clusters Score -1588073 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1588171.875000 Penalty: 4999.389160
	Iteration 19Q: 3 clusters Score -1588172 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1588262.500000 Penalty: 4999.389160
	Iteration 20F: 3 clusters Score -1588262 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1588338.500000 Penalty: 4999.389160
	Iteration 21Q: 3 clusters Score -1588338 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1588400.375000 Penalty: 4999.389160
	Iteration 22Q: 3 clusters Score -1588400 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1588468.750000 Penalty: 4999.389160
	Iteration 23Q: 3 clusters Score -1588469 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1588531.250000 Penalty: 4999.389160
	Iteration 24Q: 3 clusters Score -1588531 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1588582.000000 Penalty: 4999.389160
	Iteration 25Q: 3 clusters Score -1588582 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1588637.000000 Penalty: 4999.389160
	Iteration 26Q: 3 clusters Score -1588637 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1588674.750000 Penalty: 4999.389160
	Iteration 27Q: 3 clusters Score -1588675 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1588726.375000 Penalty: 4999.389160
	Iteration 28Q: 3 clusters Score -1588726 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1588770.125000 Penalty: 4999.389160
	Iteration 29Q: 3 clusters Score -1588770 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1588829.750000 Penalty: 4999.389160
	Iteration 30Q: 3 clusters Score -1588830 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1588907.000000 Penalty: 4999.389160
	Iteration 31Q: 3 clusters Score -1588907 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1588975.625000 Penalty: 4999.389160
	Iteration 32Q: 3 clusters Score -1588976 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1589035.375000 Penalty: 4999.389160
	Iteration 33Q: 3 clusters Score -1589035 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1589100.250000 Penalty: 4999.389160
	Iteration 34Q: 3 clusters Score -1589100 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1589174.125000 Penalty: 4999.389160
	Iteration 35Q: 3 clusters Score -1589174 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1589265.375000 Penalty: 4999.389160
	Iteration 36Q: 3 clusters Score -1589265 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1589358.375000 Penalty: 4999.389160
	Iteration 37Q: 3 clusters Score -1589358 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1589478.500000 Penalty: 4999.389160
	Iteration 38Q: 3 clusters Score -1589478 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1589607.125000 Penalty: 4999.389160
	Iteration 39Q: 3 clusters Score -1589607 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1589753.750000 Penalty: 4999.389160
	Iteration 40F: 3 clusters Score -1589754 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1589897.625000 Penalty: 4999.389160
	Iteration 41Q: 3 clusters Score -1589898 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1590028.000000 Penalty: 4999.389160
	Iteration 42Q: 3 clusters Score -1590028 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1590157.375000 Penalty: 4999.389160
	Iteration 43Q: 3 clusters Score -1590157 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1590288.250000 Penalty: 4999.389160
	Iteration 44Q: 3 clusters Score -1590288 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1590396.500000 Penalty: 4999.389160
	Iteration 45Q: 3 clusters Score -1590396 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1590488.500000 Penalty: 4999.389160
	Iteration 46Q: 3 clusters Score -1590488 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1590575.125000 Penalty: 4999.389160
	Iteration 47Q: 3 clusters Score -1590575 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1590649.250000 Penalty: 4999.389160
	Iteration 48Q: 3 clusters Score -1590649 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1590720.000000 Penalty: 4999.389160
	Iteration 49Q: 3 clusters Score -1590720 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1590781.750000 Penalty: 4999.389160
	Iteration 50Q: 3 clusters Score -1590782 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1590844.875000 Penalty: 4999.389160
	Iteration 51Q: 3 clusters Score -1590845 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1590895.000000 Penalty: 4999.389160
	Iteration 52Q: 3 clusters Score -1590895 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1590938.875000 Penalty: 4999.389160
	Iteration 53Q: 3 clusters Score -1590939 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1590968.500000 Penalty: 4999.389160
	Iteration 54Q: 3 clusters Score -1590968 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1590986.500000 Penalty: 4999.389160
	Iteration 55Q: 3 clusters Score -1590986 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1591019.000000 Penalty: 4999.389160
	Iteration 56Q: 3 clusters Score -1591019 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1591055.375000 Penalty: 4999.389160
	Iteration 57Q: 3 clusters Score -1591055 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1591079.375000 Penalty: 4999.389160
	Iteration 58Q: 3 clusters Score -1591079 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1591099.000000 Penalty: 4999.389160
	Iteration 59Q: 3 clusters Score -1591099 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1591124.375000 Penalty: 4999.389160
	Iteration 60F: 3 clusters Score -1591124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1591145.875000 Penalty: 4999.389160
	Iteration 61Q: 3 clusters Score -1591146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1591168.250000 Penalty: 4999.389160
	Iteration 62Q: 3 clusters Score -1591168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1591185.750000 Penalty: 4999.389160
	Iteration 63Q: 3 clusters Score -1591186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1591201.750000 Penalty: 4999.389160
	Iteration 64Q: 3 clusters Score -1591202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1591219.750000 Penalty: 4999.389160
	Iteration 65Q: 3 clusters Score -1591220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1591228.000000 Penalty: 4999.389160
	Iteration 66Q: 3 clusters Score -1591228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1591232.125000 Penalty: 4999.389160
	Iteration 67Q: 3 clusters Score -1591232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1591237.500000 Penalty: 4999.389160
	Iteration 68Q: 3 clusters Score -1591238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1591245.125000 Penalty: 4999.389160
	Iteration 69Q: 3 clusters Score -1591245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1591252.125000 Penalty: 4999.389160
	Iteration 70Q: 3 clusters Score -1591252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1591249.500000 Penalty: 4999.389160
	Iteration 71Q: 3 clusters Score -1591250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1591254.625000 Penalty: 4999.389160
	Iteration 72Q: 3 clusters Score -1591255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1591258.125000 Penalty: 4999.389160
	Iteration 73Q: 3 clusters Score -1591258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1591256.500000 Penalty: 4999.389160
	Iteration 74Q: 3 clusters Score -1591256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1591256.125000 Penalty: 4999.389160
	Iteration 75Q: 3 clusters Score -1591256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1591258.000000 Penalty: 4999.389160
	Iteration 76Q: 3 clusters Score -1591258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1591261.250000 Penalty: 4999.389160
	Iteration 77Q: 3 clusters Score -1591261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1591262.375000 Penalty: 4999.389160
	Iteration 78Q: 3 clusters Score -1591262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1591263.250000 Penalty: 4999.389160
	Iteration 79Q: 3 clusters Score -1591263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1591263.875000 Penalty: 4999.389160
	Iteration 80F: 3 clusters Score -1591264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1591263.875000 Penalty: 4999.389160
	Iteration 81Q: 3 clusters Score -1591264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1591265.125000 Penalty: 4999.389160
	Iteration 82Q: 3 clusters Score -1591265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1591264.875000 Penalty: 4999.389160
	Iteration 83Q: 3 clusters Score -1591265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1591262.875000 Penalty: 4999.389160
	Iteration 84Q: 3 clusters Score -1591263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1591263.500000 Penalty: 4999.389160
	Iteration 85Q: 3 clusters Score -1591264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1591263.875000 Penalty: 4999.389160
	Iteration 86Q: 3 clusters Score -1591264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1591263.750000 Penalty: 4999.389160
	Iteration 87Q: 3 clusters Score -1591264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1591263.750000 Penalty: 4999.389160
	Iteration 88Q: 3 clusters Score -1591264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1591263.750000 Penalty: 4999.389160
	Iteration 89Q: 3 clusters Score -1591264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1591267.875000 Penalty: 4999.389160
	Iteration 90Q: 3 clusters Score -1591268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1591269.500000 Penalty: 4999.389160
	Iteration 91Q: 3 clusters Score -1591270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1591267.375000 Penalty: 4999.389160
	Iteration 92Q: 3 clusters Score -1591267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1591268.625000 Penalty: 4999.389160
	Iteration 93Q: 3 clusters Score -1591269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1591270.375000 Penalty: 4999.389160
	Iteration 94Q: 3 clusters Score -1591270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1591270.375000 Penalty: 4999.389160
	Iteration 95F: 3 clusters Score -1591270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Entering Unmasked Estep 
Score: -2047223.750000 Penalty: 2533.312988
	Iteration 0F: 2 clusters Score -2047224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2028334.125000 Penalty: 5066.625977
	Iteration 0F: 3 clusters Score -2028334 nChanged 12307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2035146.625000 Penalty: 5066.625977
	Iteration 1F: 3 clusters Score -2035147 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2035706.125000 Penalty: 5066.625977
	Iteration 2F: 3 clusters Score -2035706 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2036363.125000 Penalty: 5066.625977
	Iteration 3F: 3 clusters Score -2036363 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2037087.500000 Penalty: 5066.625977
	Iteration 4F: 3 clusters Score -2037088 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2037863.625000 Penalty: 5066.625977
	Iteration 5Q: 3 clusters Score -2037864 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2038531.625000 Penalty: 5066.625977
	Iteration 6Q: 3 clusters Score -2038532 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2039095.875000 Penalty: 5066.625977
	Iteration 7Q: 3 clusters Score -2039096 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2039562.000000 Penalty: 5066.625977
	Iteration 8Q: 3 clusters Score -2039562 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2039923.875000 Penalty: 5066.625977
	Iteration 9Q: 3 clusters Score -2039924 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2040270.250000 Penalty: 5066.625977
	Iteration 10Q: 3 clusters Score -2040270 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2040652.875000 Penalty: 5066.625977
	Iteration 11Q: 3 clusters Score -2040653 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2041031.500000 Penalty: 5066.625977
	Iteration 12Q: 3 clusters Score -2041032 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2041482.375000 Penalty: 5066.625977
	Iteration 13Q: 3 clusters Score -2041482 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2041956.875000 Penalty: 5066.625977
	Iteration 14Q: 3 clusters Score -2041957 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2042428.750000 Penalty: 5066.625977
	Iteration 15Q: 3 clusters Score -2042429 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2042850.250000 Penalty: 5066.625977
	Iteration 16Q: 3 clusters Score -2042850 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2043211.375000 Penalty: 5066.625977
	Iteration 17Q: 3 clusters Score -2043211 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2043535.375000 Penalty: 5066.625977
	Iteration 18Q: 3 clusters Score -2043535 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2043870.500000 Penalty: 5066.625977
	Iteration 19Q: 3 clusters Score -2043870 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2044125.875000 Penalty: 5066.625977
	Iteration 20F: 3 clusters Score -2044126 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2044339.875000 Penalty: 5066.625977
	Iteration 21Q: 3 clusters Score -2044340 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2044498.500000 Penalty: 5066.625977
	Iteration 22Q: 3 clusters Score -2044498 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2044606.750000 Penalty: 5066.625977
	Iteration 23Q: 3 clusters Score -2044607 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2044681.875000 Penalty: 5066.625977
	Iteration 24Q: 3 clusters Score -2044682 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2044733.750000 Penalty: 5066.625977
	Iteration 25Q: 3 clusters Score -2044734 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2044775.750000 Penalty: 5066.625977
	Iteration 26Q: 3 clusters Score -2044776 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2044802.125000 Penalty: 5066.625977
	Iteration 27Q: 3 clusters Score -2044802 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2044832.250000 Penalty: 5066.625977
	Iteration 28Q: 3 clusters Score -2044832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2044853.500000 Penalty: 5066.625977
	Iteration 29Q: 3 clusters Score -2044854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2044875.625000 Penalty: 5066.625977
	Iteration 30Q: 3 clusters Score -2044876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2044885.750000 Penalty: 5066.625977
	Iteration 31Q: 3 clusters Score -2044886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2044893.875000 Penalty: 5066.625977
	Iteration 32Q: 3 clusters Score -2044894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2044904.750000 Penalty: 5066.625977
	Iteration 33Q: 3 clusters Score -2044905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2044908.625000 Penalty: 5066.625977
	Iteration 34Q: 3 clusters Score -2044909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2044914.500000 Penalty: 5066.625977
	Iteration 35Q: 3 clusters Score -2044914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2044921.875000 Penalty: 5066.625977
	Iteration 36Q: 3 clusters Score -2044922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2044927.875000 Penalty: 5066.625977
	Iteration 37Q: 3 clusters Score -2044928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2044935.875000 Penalty: 5066.625977
	Iteration 38Q: 3 clusters Score -2044936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2044943.500000 Penalty: 5066.625977
	Iteration 39Q: 3 clusters Score -2044944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2044956.375000 Penalty: 5066.625977
	Iteration 40F: 3 clusters Score -2044956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2044962.750000 Penalty: 5066.625977
	Iteration 41Q: 3 clusters Score -2044963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2044970.375000 Penalty: 5066.625977
	Iteration 42Q: 3 clusters Score -2044970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2044975.500000 Penalty: 5066.625977
	Iteration 43Q: 3 clusters Score -2044976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2044988.125000 Penalty: 5066.625977
	Iteration 44Q: 3 clusters Score -2044988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2044992.750000 Penalty: 5066.625977
	Iteration 45Q: 3 clusters Score -2044993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2045001.250000 Penalty: 5066.625977
	Iteration 46Q: 3 clusters Score -2045001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2045009.000000 Penalty: 5066.625977
	Iteration 47Q: 3 clusters Score -2045009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2045016.875000 Penalty: 5066.625977
	Iteration 48Q: 3 clusters Score -2045017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2045019.125000 Penalty: 5066.625977
	Iteration 49Q: 3 clusters Score -2045019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2045019.000000 Penalty: 5066.625977
	Iteration 50Q: 3 clusters Score -2045019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2045025.625000 Penalty: 5066.625977
	Iteration 51Q: 3 clusters Score -2045026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2045029.250000 Penalty: 5066.625977
	Iteration 52Q: 3 clusters Score -2045029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2045029.500000 Penalty: 5066.625977
	Iteration 53Q: 3 clusters Score -2045030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2045029.500000 Penalty: 5066.625977
	Iteration 54F: 3 clusters Score -2045030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Entering Unmasked Estep 
Score: -179780.796875 Penalty: 1954.720459
	Iteration 0F: 2 clusters Score -179780.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -176787.515625 Penalty: 3909.440918
	Iteration 0F: 3 clusters Score -176787.5 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -177573.468750 Penalty: 3909.440918
	Iteration 1F: 3 clusters Score -177573.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -177975.828125 Penalty: 3909.440918
	Iteration 2F: 3 clusters Score -177975.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -178302.046875 Penalty: 3909.440918
	Iteration 3F: 3 clusters Score -178302 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -178574.937500 Penalty: 3909.440918
	Iteration 4F: 3 clusters Score -178574.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -178798.140625 Penalty: 3909.440918
	Iteration 5F: 3 clusters Score -178798.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -178987.406250 Penalty: 3909.440918
	Iteration 6Q: 3 clusters Score -178987.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -179101.078125 Penalty: 3909.440918
	Iteration 7Q: 3 clusters Score -179101.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -179195.718750 Penalty: 3909.440918
	Iteration 8Q: 3 clusters Score -179195.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -179294.046875 Penalty: 3909.440918
	Iteration 9Q: 3 clusters Score -179294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -179371.343750 Penalty: 3909.440918
	Iteration 10Q: 3 clusters Score -179371.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -179426.625000 Penalty: 3909.440918
	Iteration 11Q: 3 clusters Score -179426.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -179475.859375 Penalty: 3909.440918
	Iteration 12Q: 3 clusters Score -179475.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -179506.250000 Penalty: 3909.440918
	Iteration 13Q: 3 clusters Score -179506.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -179524.250000 Penalty: 3909.440918
	Iteration 14Q: 3 clusters Score -179524.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -179538.187500 Penalty: 3909.440918
	Iteration 15Q: 3 clusters Score -179538.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -179544.406250 Penalty: 3909.440918
	Iteration 16Q: 3 clusters Score -179544.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -179547.281250 Penalty: 3909.440918
	Iteration 17Q: 3 clusters Score -179547.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -179549.265625 Penalty: 3909.440918
	Iteration 18Q: 3 clusters Score -179549.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -179550.296875 Penalty: 3909.440918
	Iteration 19Q: 3 clusters Score -179550.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -179550.296875 Penalty: 3909.440918
	Iteration 20F: 3 clusters Score -179550.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Entering Unmasked Estep 
Score: -879932.000000 Penalty: 2320.094482
	Iteration 0F: 2 clusters Score -879932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -871259.875000 Penalty: 4640.188965
	Iteration 0F: 3 clusters Score -871259.9 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -873744.000000 Penalty: 4640.188965
	Iteration 1F: 3 clusters Score -873744 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -874004.625000 Penalty: 4640.188965
	Iteration 2F: 3 clusters Score -874004.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -874199.312500 Penalty: 4640.188965
	Iteration 3Q: 3 clusters Score -874199.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -874379.562500 Penalty: 4640.188965
	Iteration 4Q: 3 clusters Score -874379.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -874540.375000 Penalty: 4640.188965
	Iteration 5Q: 3 clusters Score -874540.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -874665.125000 Penalty: 4640.188965
	Iteration 6Q: 3 clusters Score -874665.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -874758.437500 Penalty: 4640.188965
	Iteration 7Q: 3 clusters Score -874758.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -874842.500000 Penalty: 4640.188965
	Iteration 8Q: 3 clusters Score -874842.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -874941.812500 Penalty: 4640.188965
	Iteration 9Q: 3 clusters Score -874941.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -875044.437500 Penalty: 4640.188965
	Iteration 10Q: 3 clusters Score -875044.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -875125.500000 Penalty: 4640.188965
	Iteration 11Q: 3 clusters Score -875125.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -875213.000000 Penalty: 4640.188965
	Iteration 12Q: 3 clusters Score -875213 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -875285.375000 Penalty: 4640.188965
	Iteration 13Q: 3 clusters Score -875285.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -875358.250000 Penalty: 4640.188965
	Iteration 14Q: 3 clusters Score -875358.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -875433.062500 Penalty: 4640.188965
	Iteration 15Q: 3 clusters Score -875433.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -875498.812500 Penalty: 4640.188965
	Iteration 16Q: 3 clusters Score -875498.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -875574.312500 Penalty: 4640.188965
	Iteration 17Q: 3 clusters Score -875574.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -875657.562500 Penalty: 4640.188965
	Iteration 18Q: 3 clusters Score -875657.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -875749.187500 Penalty: 4640.188965
	Iteration 19Q: 3 clusters Score -875749.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -875854.250000 Penalty: 4640.188965
	Iteration 20F: 3 clusters Score -875854.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -875969.500000 Penalty: 4640.188965
	Iteration 21Q: 3 clusters Score -875969.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -876113.875000 Penalty: 4640.188965
	Iteration 22Q: 3 clusters Score -876113.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -876265.750000 Penalty: 4640.188965
	Iteration 23Q: 3 clusters Score -876265.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -876430.687500 Penalty: 4640.188965
	Iteration 24Q: 3 clusters Score -876430.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -876604.687500 Penalty: 4640.188965
	Iteration 25Q: 3 clusters Score -876604.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -876779.375000 Penalty: 4640.188965
	Iteration 26Q: 3 clusters Score -876779.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -876945.875000 Penalty: 4640.188965
	Iteration 27Q: 3 clusters Score -876945.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -877098.187500 Penalty: 4640.188965
	Iteration 28Q: 3 clusters Score -877098.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -877256.062500 Penalty: 4640.188965
	Iteration 29Q: 3 clusters Score -877256.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -877370.312500 Penalty: 4640.188965
	Iteration 30Q: 3 clusters Score -877370.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -877470.312500 Penalty: 4640.188965
	Iteration 31Q: 3 clusters Score -877470.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -877553.000000 Penalty: 4640.188965
	Iteration 32Q: 3 clusters Score -877553 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -877614.437500 Penalty: 4640.188965
	Iteration 33Q: 3 clusters Score -877614.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -877669.000000 Penalty: 4640.188965
	Iteration 34Q: 3 clusters Score -877669 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -877717.562500 Penalty: 4640.188965
	Iteration 35Q: 3 clusters Score -877717.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -877747.250000 Penalty: 4640.188965
	Iteration 36Q: 3 clusters Score -877747.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -877769.187500 Penalty: 4640.188965
	Iteration 37Q: 3 clusters Score -877769.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -877788.687500 Penalty: 4640.188965
	Iteration 38Q: 3 clusters Score -877788.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -877805.250000 Penalty: 4640.188965
	Iteration 39Q: 3 clusters Score -877805.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -877816.500000 Penalty: 4640.188965
	Iteration 40F: 3 clusters Score -877816.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -877827.062500 Penalty: 4640.188965
	Iteration 41Q: 3 clusters Score -877827.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -877832.875000 Penalty: 4640.188965
	Iteration 42Q: 3 clusters Score -877832.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -877837.750000 Penalty: 4640.188965
	Iteration 43Q: 3 clusters Score -877837.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -877845.812500 Penalty: 4640.188965
	Iteration 44Q: 3 clusters Score -877845.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -877857.000000 Penalty: 4640.188965
	Iteration 45Q: 3 clusters Score -877857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -877861.750000 Penalty: 4640.188965
	Iteration 46Q: 3 clusters Score -877861.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -877865.875000 Penalty: 4640.188965
	Iteration 47Q: 3 clusters Score -877865.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -877869.062500 Penalty: 4640.188965
	Iteration 48Q: 3 clusters Score -877869.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -877874.875000 Penalty: 4640.188965
	Iteration 49Q: 3 clusters Score -877874.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -877876.437500 Penalty: 4640.188965
	Iteration 50Q: 3 clusters Score -877876.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -877880.375000 Penalty: 4640.188965
	Iteration 51Q: 3 clusters Score -877880.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -877880.750000 Penalty: 4640.188965
	Iteration 52Q: 3 clusters Score -877880.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -877880.750000 Penalty: 4640.188965
	Iteration 53F: 3 clusters Score -877880.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Entering Unmasked Estep 
Score: -256863.796875 Penalty: 2051.914062
	Iteration 0F: 2 clusters Score -256863.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -253024.875000 Penalty: 4103.828125
	Iteration 0F: 3 clusters Score -253024.9 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -254046.562500 Penalty: 4103.828125
	Iteration 1F: 3 clusters Score -254046.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -254427.203125 Penalty: 4103.828125
	Iteration 2F: 3 clusters Score -254427.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -254762.875000 Penalty: 4103.828125
	Iteration 3F: 3 clusters Score -254762.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -255061.593750 Penalty: 4103.828125
	Iteration 4F: 3 clusters Score -255061.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -255281.937500 Penalty: 4103.828125
	Iteration 5F: 3 clusters Score -255281.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -255424.671875 Penalty: 4103.828125
	Iteration 6Q: 3 clusters Score -255424.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -255516.609375 Penalty: 4103.828125
	Iteration 7Q: 3 clusters Score -255516.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -255575.375000 Penalty: 4103.828125
	Iteration 8Q: 3 clusters Score -255575.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -255612.265625 Penalty: 4103.828125
	Iteration 9Q: 3 clusters Score -255612.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -255632.937500 Penalty: 4103.828125
	Iteration 10Q: 3 clusters Score -255632.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -255649.984375 Penalty: 4103.828125
	Iteration 11Q: 3 clusters Score -255650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -255658.843750 Penalty: 4103.828125
	Iteration 12Q: 3 clusters Score -255658.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -255668.078125 Penalty: 4103.828125
	Iteration 13Q: 3 clusters Score -255668.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -255677.875000 Penalty: 4103.828125
	Iteration 14Q: 3 clusters Score -255677.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -255687.343750 Penalty: 4103.828125
	Iteration 15Q: 3 clusters Score -255687.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -255696.500000 Penalty: 4103.828125
	Iteration 16Q: 3 clusters Score -255696.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -255701.453125 Penalty: 4103.828125
	Iteration 17Q: 3 clusters Score -255701.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -255707.734375 Penalty: 4103.828125
	Iteration 18Q: 3 clusters Score -255707.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -255712.453125 Penalty: 4103.828125
	Iteration 19Q: 3 clusters Score -255712.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -255718.609375 Penalty: 4103.828125
	Iteration 20F: 3 clusters Score -255718.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -255728.000000 Penalty: 4103.828125
	Iteration 21Q: 3 clusters Score -255728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -255733.546875 Penalty: 4103.828125
	Iteration 22Q: 3 clusters Score -255733.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -255737.750000 Penalty: 4103.828125
	Iteration 23Q: 3 clusters Score -255737.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -255739.906250 Penalty: 4103.828125
	Iteration 24Q: 3 clusters Score -255739.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -255743.578125 Penalty: 4103.828125
	Iteration 25Q: 3 clusters Score -255743.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -255746.187500 Penalty: 4103.828125
	Iteration 26Q: 3 clusters Score -255746.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -255746.593750 Penalty: 4103.828125
	Iteration 27Q: 3 clusters Score -255746.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -255747.750000 Penalty: 4103.828125
	Iteration 28Q: 3 clusters Score -255747.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -255747.750000 Penalty: 4103.828125
	Iteration 29F: 3 clusters Score -255747.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Entering Unmasked Estep 
Score: -942871.062500 Penalty: 2334.047852
	Iteration 0F: 2 clusters Score -942871.1 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 6060 members 
Entering Unmasked Estep 
Score: -933747.875000 Penalty: 4668.095703
	Iteration 0F: 3 clusters Score -933747.9 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -936541.937500 Penalty: 4668.095703
	Iteration 1F: 3 clusters Score -936541.9 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -937004.500000 Penalty: 4668.095703
	Iteration 2F: 3 clusters Score -937004.5 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -937454.750000 Penalty: 4668.095703
	Iteration 3F: 3 clusters Score -937454.8 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -937936.000000 Penalty: 4668.095703
	Iteration 4F: 3 clusters Score -937936 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -938417.375000 Penalty: 4668.095703
	Iteration 5F: 3 clusters Score -938417.4 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -938907.562500 Penalty: 4668.095703
	Iteration 6F: 3 clusters Score -938907.6 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -939385.187500 Penalty: 4668.095703
	Iteration 7F: 3 clusters Score -939385.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -939747.562500 Penalty: 4668.095703
	Iteration 8Q: 3 clusters Score -939747.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -940022.125000 Penalty: 4668.095703
	Iteration 9Q: 3 clusters Score -940022.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -940230.500000 Penalty: 4668.095703
	Iteration 10Q: 3 clusters Score -940230.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -940390.875000 Penalty: 4668.095703
	Iteration 11Q: 3 clusters Score -940390.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -940498.125000 Penalty: 4668.095703
	Iteration 12Q: 3 clusters Score -940498.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -940584.937500 Penalty: 4668.095703
	Iteration 13Q: 3 clusters Score -940584.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -940662.812500 Penalty: 4668.095703
	Iteration 14Q: 3 clusters Score -940662.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -940728.187500 Penalty: 4668.095703
	Iteration 15Q: 3 clusters Score -940728.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -940793.687500 Penalty: 4668.095703
	Iteration 16Q: 3 clusters Score -940793.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -940860.187500 Penalty: 4668.095703
	Iteration 17Q: 3 clusters Score -940860.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -940928.687500 Penalty: 4668.095703
	Iteration 18Q: 3 clusters Score -940928.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -941001.312500 Penalty: 4668.095703
	Iteration 19Q: 3 clusters Score -941001.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -941076.875000 Penalty: 4668.095703
	Iteration 20F: 3 clusters Score -941076.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -941142.625000 Penalty: 4668.095703
	Iteration 21Q: 3 clusters Score -941142.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -941205.437500 Penalty: 4668.095703
	Iteration 22Q: 3 clusters Score -941205.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -941263.875000 Penalty: 4668.095703
	Iteration 23Q: 3 clusters Score -941263.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -941312.187500 Penalty: 4668.095703
	Iteration 24Q: 3 clusters Score -941312.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -941348.000000 Penalty: 4668.095703
	Iteration 25Q: 3 clusters Score -941348 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -941379.625000 Penalty: 4668.095703
	Iteration 26Q: 3 clusters Score -941379.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -941407.062500 Penalty: 4668.095703
	Iteration 27Q: 3 clusters Score -941407.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -941421.750000 Penalty: 4668.095703
	Iteration 28Q: 3 clusters Score -941421.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -941431.125000 Penalty: 4668.095703
	Iteration 29Q: 3 clusters Score -941431.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -941434.312500 Penalty: 4668.095703
	Iteration 30Q: 3 clusters Score -941434.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -941441.437500 Penalty: 4668.095703
	Iteration 31Q: 3 clusters Score -941441.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -941443.375000 Penalty: 4668.095703
	Iteration 32Q: 3 clusters Score -941443.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -941442.687500 Penalty: 4668.095703
	Iteration 33Q: 3 clusters Score -941442.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -941447.125000 Penalty: 4668.095703
	Iteration 34Q: 3 clusters Score -941447.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -941444.312500 Penalty: 4668.095703
	Iteration 35Q: 3 clusters Score -941444.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -941447.750000 Penalty: 4668.095703
	Iteration 36Q: 3 clusters Score -941447.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -941447.250000 Penalty: 4668.095703
	Iteration 37Q: 3 clusters Score -941447.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -941447.625000 Penalty: 4668.095703
	Iteration 38Q: 3 clusters Score -941447.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -941446.687500 Penalty: 4668.095703
	Iteration 39Q: 3 clusters Score -941446.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -941448.625000 Penalty: 4668.095703
	Iteration 40F: 3 clusters Score -941448.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -941452.000000 Penalty: 4668.095703
	Iteration 41Q: 3 clusters Score -941452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -941452.000000 Penalty: 4668.095703
	Iteration 42F: 3 clusters Score -941452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Entering Unmasked Estep 
Score: -788332.562500 Penalty: 2304.327637
	Iteration 0F: 2 clusters Score -788332.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -780094.187500 Penalty: 4608.655273
	Iteration 0F: 3 clusters Score -780094.2 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -782539.500000 Penalty: 4608.655273
	Iteration 1F: 3 clusters Score -782539.5 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -782868.187500 Penalty: 4608.655273
	Iteration 2F: 3 clusters Score -782868.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -783119.187500 Penalty: 4608.655273
	Iteration 3F: 3 clusters Score -783119.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -783337.312500 Penalty: 4608.655273
	Iteration 4Q: 3 clusters Score -783337.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -783548.062500 Penalty: 4608.655273
	Iteration 5Q: 3 clusters Score -783548.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -783804.125000 Penalty: 4608.655273
	Iteration 6Q: 3 clusters Score -783804.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -784080.687500 Penalty: 4608.655273
	Iteration 7Q: 3 clusters Score -784080.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -784293.937500 Penalty: 4608.655273
	Iteration 8Q: 3 clusters Score -784293.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -784511.875000 Penalty: 4608.655273
	Iteration 9Q: 3 clusters Score -784511.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -784703.125000 Penalty: 4608.655273
	Iteration 10Q: 3 clusters Score -784703.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -784889.937500 Penalty: 4608.655273
	Iteration 11Q: 3 clusters Score -784889.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -785058.562500 Penalty: 4608.655273
	Iteration 12Q: 3 clusters Score -785058.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -785231.687500 Penalty: 4608.655273
	Iteration 13Q: 3 clusters Score -785231.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -785397.312500 Penalty: 4608.655273
	Iteration 14Q: 3 clusters Score -785397.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -785564.562500 Penalty: 4608.655273
	Iteration 15Q: 3 clusters Score -785564.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -785705.750000 Penalty: 4608.655273
	Iteration 16Q: 3 clusters Score -785705.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -785826.937500 Penalty: 4608.655273
	Iteration 17Q: 3 clusters Score -785826.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -785933.812500 Penalty: 4608.655273
	Iteration 18Q: 3 clusters Score -785933.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -786022.875000 Penalty: 4608.655273
	Iteration 19Q: 3 clusters Score -786022.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -786112.437500 Penalty: 4608.655273
	Iteration 20F: 3 clusters Score -786112.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -786186.625000 Penalty: 4608.655273
	Iteration 21Q: 3 clusters Score -786186.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -786237.062500 Penalty: 4608.655273
	Iteration 22Q: 3 clusters Score -786237.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -786282.625000 Penalty: 4608.655273
	Iteration 23Q: 3 clusters Score -786282.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -786323.125000 Penalty: 4608.655273
	Iteration 24Q: 3 clusters Score -786323.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -786361.625000 Penalty: 4608.655273
	Iteration 25Q: 3 clusters Score -786361.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -786393.000000 Penalty: 4608.655273
	Iteration 26Q: 3 clusters Score -786393 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -786419.875000 Penalty: 4608.655273
	Iteration 27Q: 3 clusters Score -786419.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -786452.875000 Penalty: 4608.655273
	Iteration 28Q: 3 clusters Score -786452.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -786473.125000 Penalty: 4608.655273
	Iteration 29Q: 3 clusters Score -786473.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -786486.062500 Penalty: 4608.655273
	Iteration 30Q: 3 clusters Score -786486.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -786500.500000 Penalty: 4608.655273
	Iteration 31Q: 3 clusters Score -786500.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -786514.750000 Penalty: 4608.655273
	Iteration 32Q: 3 clusters Score -786514.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -786525.250000 Penalty: 4608.655273
	Iteration 33Q: 3 clusters Score -786525.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -786530.875000 Penalty: 4608.655273
	Iteration 34Q: 3 clusters Score -786530.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -786529.375000 Penalty: 4608.655273
	Iteration 35Q: 3 clusters Score -786529.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -786531.500000 Penalty: 4608.655273
	Iteration 36Q: 3 clusters Score -786531.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -786537.062500 Penalty: 4608.655273
	Iteration 37Q: 3 clusters Score -786537.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -786540.750000 Penalty: 4608.655273
	Iteration 38Q: 3 clusters Score -786540.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -786544.000000 Penalty: 4608.655273
	Iteration 39Q: 3 clusters Score -786544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -786546.687500 Penalty: 4608.655273
	Iteration 40F: 3 clusters Score -786546.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -786548.437500 Penalty: 4608.655273
	Iteration 41Q: 3 clusters Score -786548.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -786548.062500 Penalty: 4608.655273
	Iteration 42Q: 3 clusters Score -786548.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -786547.875000 Penalty: 4608.655273
	Iteration 43Q: 3 clusters Score -786547.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -786547.500000 Penalty: 4608.655273
	Iteration 44Q: 3 clusters Score -786547.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -786547.500000 Penalty: 4608.655273
	Iteration 45F: 3 clusters Score -786547.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -64546.382812 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -64546.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -62682.539062 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -62682.54 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -62993.683594 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -62993.68 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -63107.179688 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -63107.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -63177.390625 Penalty: 3399.759766
	Iteration 3Q: 3 clusters Score -63177.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -63227.789062 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -63227.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -63273.597656 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -63273.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -63291.972656 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -63291.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -63321.070312 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -63321.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -63359.589844 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -63359.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -63397.203125 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -63397.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -63407.968750 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -63407.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -63419.507812 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -63419.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -63431.164062 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -63431.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -63449.292969 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -63449.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -63457.371094 Penalty: 3399.759766
	Iteration 14Q: 3 clusters Score -63457.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -63472.960938 Penalty: 3399.759766
	Iteration 15Q: 3 clusters Score -63472.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -63493.984375 Penalty: 3399.759766
	Iteration 16Q: 3 clusters Score -63493.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -63502.335938 Penalty: 3399.759766
	Iteration 17Q: 3 clusters Score -63502.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -63506.847656 Penalty: 3399.759766
	Iteration 18Q: 3 clusters Score -63506.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -63514.132812 Penalty: 3399.759766
	Iteration 19Q: 3 clusters Score -63514.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -63522.496094 Penalty: 3399.759766
	Iteration 20F: 3 clusters Score -63522.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -63531.718750 Penalty: 3399.759766
	Iteration 21Q: 3 clusters Score -63531.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -63535.750000 Penalty: 3399.759766
	Iteration 22Q: 3 clusters Score -63535.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -63542.140625 Penalty: 3399.759766
	Iteration 23Q: 3 clusters Score -63542.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -63543.292969 Penalty: 3399.759766
	Iteration 24Q: 3 clusters Score -63543.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -63543.292969 Penalty: 3399.759766
	Iteration 25F: 3 clusters Score -63543.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Entering Unmasked Estep 
Score: -950923.937500 Penalty: 2345.850342
	Iteration 0F: 2 clusters Score -950923.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -941500.500000 Penalty: 4691.700684
	Iteration 0F: 3 clusters Score -941500.5 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -944568.000000 Penalty: 4691.700684
	Iteration 1F: 3 clusters Score -944568 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -945065.687500 Penalty: 4691.700684
	Iteration 2F: 3 clusters Score -945065.7 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -945505.812500 Penalty: 4691.700684
	Iteration 3F: 3 clusters Score -945505.8 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -945877.687500 Penalty: 4691.700684
	Iteration 4F: 3 clusters Score -945877.7 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -946179.437500 Penalty: 4691.700684
	Iteration 5Q: 3 clusters Score -946179.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -946436.062500 Penalty: 4691.700684
	Iteration 6Q: 3 clusters Score -946436.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -946670.125000 Penalty: 4691.700684
	Iteration 7Q: 3 clusters Score -946670.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -946910.062500 Penalty: 4691.700684
	Iteration 8Q: 3 clusters Score -946910.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -947120.250000 Penalty: 4691.700684
	Iteration 9Q: 3 clusters Score -947120.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -947347.000000 Penalty: 4691.700684
	Iteration 10Q: 3 clusters Score -947347 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -947574.750000 Penalty: 4691.700684
	Iteration 11Q: 3 clusters Score -947574.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -947793.250000 Penalty: 4691.700684
	Iteration 12Q: 3 clusters Score -947793.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -947977.062500 Penalty: 4691.700684
	Iteration 13Q: 3 clusters Score -947977.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -948133.750000 Penalty: 4691.700684
	Iteration 14Q: 3 clusters Score -948133.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -948270.000000 Penalty: 4691.700684
	Iteration 15Q: 3 clusters Score -948270 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -948369.875000 Penalty: 4691.700684
	Iteration 16Q: 3 clusters Score -948369.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -948455.937500 Penalty: 4691.700684
	Iteration 17Q: 3 clusters Score -948455.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -948533.937500 Penalty: 4691.700684
	Iteration 18Q: 3 clusters Score -948533.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -948592.500000 Penalty: 4691.700684
	Iteration 19Q: 3 clusters Score -948592.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -948632.687500 Penalty: 4691.700684
	Iteration 20F: 3 clusters Score -948632.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -948672.687500 Penalty: 4691.700684
	Iteration 21Q: 3 clusters Score -948672.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -948708.875000 Penalty: 4691.700684
	Iteration 22Q: 3 clusters Score -948708.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -948733.312500 Penalty: 4691.700684
	Iteration 23Q: 3 clusters Score -948733.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -948752.687500 Penalty: 4691.700684
	Iteration 24Q: 3 clusters Score -948752.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -948774.625000 Penalty: 4691.700684
	Iteration 25Q: 3 clusters Score -948774.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -948791.250000 Penalty: 4691.700684
	Iteration 26Q: 3 clusters Score -948791.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -948803.375000 Penalty: 4691.700684
	Iteration 27Q: 3 clusters Score -948803.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -948815.187500 Penalty: 4691.700684
	Iteration 28Q: 3 clusters Score -948815.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -948824.125000 Penalty: 4691.700684
	Iteration 29Q: 3 clusters Score -948824.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -948829.750000 Penalty: 4691.700684
	Iteration 30Q: 3 clusters Score -948829.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -948834.250000 Penalty: 4691.700684
	Iteration 31Q: 3 clusters Score -948834.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -948838.625000 Penalty: 4691.700684
	Iteration 32Q: 3 clusters Score -948838.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -948844.687500 Penalty: 4691.700684
	Iteration 33Q: 3 clusters Score -948844.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -948849.187500 Penalty: 4691.700684
	Iteration 34Q: 3 clusters Score -948849.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -948849.437500 Penalty: 4691.700684
	Iteration 35Q: 3 clusters Score -948849.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -948854.000000 Penalty: 4691.700684
	Iteration 36Q: 3 clusters Score -948854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -948860.312500 Penalty: 4691.700684
	Iteration 37Q: 3 clusters Score -948860.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -948868.062500 Penalty: 4691.700684
	Iteration 38Q: 3 clusters Score -948868.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -948877.312500 Penalty: 4691.700684
	Iteration 39Q: 3 clusters Score -948877.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -948887.625000 Penalty: 4691.700684
	Iteration 40F: 3 clusters Score -948887.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -948889.437500 Penalty: 4691.700684
	Iteration 41Q: 3 clusters Score -948889.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -948892.187500 Penalty: 4691.700684
	Iteration 42Q: 3 clusters Score -948892.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -948892.187500 Penalty: 4691.700684
	Iteration 43F: 3 clusters Score -948892.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Entering Unmasked Estep 
Score: -1029542.375000 Penalty: 2363.465576
	Iteration 0F: 2 clusters Score -1029542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1019438.125000 Penalty: 4726.931152
	Iteration 0F: 3 clusters Score -1019438 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1022704.625000 Penalty: 4726.931152
	Iteration 1F: 3 clusters Score -1022705 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1023036.812500 Penalty: 4726.931152
	Iteration 2F: 3 clusters Score -1023037 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1023273.187500 Penalty: 4726.931152
	Iteration 3Q: 3 clusters Score -1023273 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1023472.875000 Penalty: 4726.931152
	Iteration 4Q: 3 clusters Score -1023473 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1023672.437500 Penalty: 4726.931152
	Iteration 5Q: 3 clusters Score -1023672 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1023879.937500 Penalty: 4726.931152
	Iteration 6Q: 3 clusters Score -1023880 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1024068.687500 Penalty: 4726.931152
	Iteration 7Q: 3 clusters Score -1024069 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1024256.937500 Penalty: 4726.931152
	Iteration 8Q: 3 clusters Score -1024257 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1024472.250000 Penalty: 4726.931152
	Iteration 9Q: 3 clusters Score -1024472 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1024694.250000 Penalty: 4726.931152
	Iteration 10Q: 3 clusters Score -1024694 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1024932.000000 Penalty: 4726.931152
	Iteration 11Q: 3 clusters Score -1024932 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1025144.187500 Penalty: 4726.931152
	Iteration 12Q: 3 clusters Score -1025144 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1025365.750000 Penalty: 4726.931152
	Iteration 13Q: 3 clusters Score -1025366 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1025592.562500 Penalty: 4726.931152
	Iteration 14Q: 3 clusters Score -1025593 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1025837.000000 Penalty: 4726.931152
	Iteration 15Q: 3 clusters Score -1025837 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1026035.437500 Penalty: 4726.931152
	Iteration 16Q: 3 clusters Score -1026035 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1026199.625000 Penalty: 4726.931152
	Iteration 17Q: 3 clusters Score -1026200 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1026343.812500 Penalty: 4726.931152
	Iteration 18Q: 3 clusters Score -1026344 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1026478.125000 Penalty: 4726.931152
	Iteration 19Q: 3 clusters Score -1026478 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1026594.437500 Penalty: 4726.931152
	Iteration 20F: 3 clusters Score -1026594 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1026715.812500 Penalty: 4726.931152
	Iteration 21Q: 3 clusters Score -1026716 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1026845.312500 Penalty: 4726.931152
	Iteration 22Q: 3 clusters Score -1026845 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1027003.625000 Penalty: 4726.931152
	Iteration 23Q: 3 clusters Score -1027004 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1027177.312500 Penalty: 4726.931152
	Iteration 24Q: 3 clusters Score -1027177 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1027319.812500 Penalty: 4726.931152
	Iteration 25Q: 3 clusters Score -1027320 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1027463.125000 Penalty: 4726.931152
	Iteration 26Q: 3 clusters Score -1027463 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1027603.375000 Penalty: 4726.931152
	Iteration 27Q: 3 clusters Score -1027603 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1027718.562500 Penalty: 4726.931152
	Iteration 28Q: 3 clusters Score -1027719 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1027819.687500 Penalty: 4726.931152
	Iteration 29Q: 3 clusters Score -1027820 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1027945.187500 Penalty: 4726.931152
	Iteration 30Q: 3 clusters Score -1027945 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1028076.687500 Penalty: 4726.931152
	Iteration 31Q: 3 clusters Score -1028077 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1028225.687500 Penalty: 4726.931152
	Iteration 32Q: 3 clusters Score -1028226 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1028325.812500 Penalty: 4726.931152
	Iteration 33Q: 3 clusters Score -1028326 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1028379.062500 Penalty: 4726.931152
	Iteration 34Q: 3 clusters Score -1028379 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1028415.875000 Penalty: 4726.931152
	Iteration 35Q: 3 clusters Score -1028416 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1028442.875000 Penalty: 4726.931152
	Iteration 36Q: 3 clusters Score -1028443 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1028460.000000 Penalty: 4726.931152
	Iteration 37Q: 3 clusters Score -1028460 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1028479.000000 Penalty: 4726.931152
	Iteration 38Q: 3 clusters Score -1028479 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1028495.250000 Penalty: 4726.931152
	Iteration 39Q: 3 clusters Score -1028495 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1028512.812500 Penalty: 4726.931152
	Iteration 40F: 3 clusters Score -1028513 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1028516.937500 Penalty: 4726.931152
	Iteration 41Q: 3 clusters Score -1028517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1028520.875000 Penalty: 4726.931152
	Iteration 42Q: 3 clusters Score -1028521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1028526.437500 Penalty: 4726.931152
	Iteration 43Q: 3 clusters Score -1028526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1028529.562500 Penalty: 4726.931152
	Iteration 44Q: 3 clusters Score -1028530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1028530.187500 Penalty: 4726.931152
	Iteration 45Q: 3 clusters Score -1028530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1028533.000000 Penalty: 4726.931152
	Iteration 46Q: 3 clusters Score -1028533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1028535.750000 Penalty: 4726.931152
	Iteration 47Q: 3 clusters Score -1028536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1028538.500000 Penalty: 4726.931152
	Iteration 48Q: 3 clusters Score -1028538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1028537.500000 Penalty: 4726.931152
	Iteration 49Q: 3 clusters Score -1028538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1028541.312500 Penalty: 4726.931152
	Iteration 50Q: 3 clusters Score -1028541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1028540.750000 Penalty: 4726.931152
	Iteration 51Q: 3 clusters Score -1028541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1028545.062500 Penalty: 4726.931152
	Iteration 52Q: 3 clusters Score -1028545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1028544.875000 Penalty: 4726.931152
	Iteration 53Q: 3 clusters Score -1028545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1028545.750000 Penalty: 4726.931152
	Iteration 54Q: 3 clusters Score -1028546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1028548.250000 Penalty: 4726.931152
	Iteration 55Q: 3 clusters Score -1028548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1028548.875000 Penalty: 4726.931152
	Iteration 56Q: 3 clusters Score -1028549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1028551.625000 Penalty: 4726.931152
	Iteration 57Q: 3 clusters Score -1028552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1028550.375000 Penalty: 4726.931152
	Iteration 58Q: 3 clusters Score -1028550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1028553.437500 Penalty: 4726.931152
	Iteration 59Q: 3 clusters Score -1028553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1028553.000000 Penalty: 4726.931152
	Iteration 60F: 3 clusters Score -1028553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1028555.062500 Penalty: 4726.931152
	Iteration 61Q: 3 clusters Score -1028555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1028554.750000 Penalty: 4726.931152
	Iteration 62Q: 3 clusters Score -1028555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1028555.687500 Penalty: 4726.931152
	Iteration 63Q: 3 clusters Score -1028556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1028556.062500 Penalty: 4726.931152
	Iteration 64Q: 3 clusters Score -1028556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1028555.812500 Penalty: 4726.931152
	Iteration 65Q: 3 clusters Score -1028556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1028554.000000 Penalty: 4726.931152
	Iteration 66Q: 3 clusters Score -1028554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1028554.375000 Penalty: 4726.931152
	Iteration 67Q: 3 clusters Score -1028554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1028556.250000 Penalty: 4726.931152
	Iteration 68Q: 3 clusters Score -1028556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1028556.250000 Penalty: 4726.931152
	Iteration 69F: 3 clusters Score -1028556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Entering Unmasked Estep 
Score: -1197580.250000 Penalty: 2401.344727
	Iteration 0F: 2 clusters Score -1197580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1186056.500000 Penalty: 4802.689453
	Iteration 0F: 3 clusters Score -1186056 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1190011.250000 Penalty: 4802.689453
	Iteration 1F: 3 clusters Score -1190011 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1190954.750000 Penalty: 4802.689453
	Iteration 2F: 3 clusters Score -1190955 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1192403.875000 Penalty: 4802.689453
	Iteration 3F: 3 clusters Score -1192404 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1194289.000000 Penalty: 4802.689453
	Iteration 4F: 3 clusters Score -1194289 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1196047.125000 Penalty: 4802.689453
	Iteration 5F: 3 clusters Score -1196047 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1197181.250000 Penalty: 4802.689453
	Iteration 6F: 3 clusters Score -1197181 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1197677.375000 Penalty: 4802.689453
	Iteration 7Q: 3 clusters Score -1197677 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1197829.375000 Penalty: 4802.689453
	Iteration 8Q: 3 clusters Score -1197829 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1197910.375000 Penalty: 4802.689453
	Iteration 9Q: 3 clusters Score -1197910 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1197942.250000 Penalty: 4802.689453
	Iteration 10Q: 3 clusters Score -1197942 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1197958.750000 Penalty: 4802.689453
	Iteration 11Q: 3 clusters Score -1197959 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1197968.500000 Penalty: 4802.689453
	Iteration 12Q: 3 clusters Score -1197968 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1197970.875000 Penalty: 4802.689453
	Iteration 13Q: 3 clusters Score -1197971 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1197974.875000 Penalty: 4802.689453
	Iteration 14Q: 3 clusters Score -1197975 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1197984.625000 Penalty: 4802.689453
	Iteration 15Q: 3 clusters Score -1197985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1197990.625000 Penalty: 4802.689453
	Iteration 16Q: 3 clusters Score -1197991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1197995.625000 Penalty: 4802.689453
	Iteration 17Q: 3 clusters Score -1197996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1197994.250000 Penalty: 4802.689453
	Iteration 18Q: 3 clusters Score -1197994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1197994.625000 Penalty: 4802.689453
	Iteration 19Q: 3 clusters Score -1197995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1197992.375000 Penalty: 4802.689453
	Iteration 20F: 3 clusters Score -1197992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1197994.750000 Penalty: 4802.689453
	Iteration 21Q: 3 clusters Score -1197995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1197995.375000 Penalty: 4802.689453
	Iteration 22Q: 3 clusters Score -1197995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1197999.125000 Penalty: 4802.689453
	Iteration 23Q: 3 clusters Score -1197999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1197998.500000 Penalty: 4802.689453
	Iteration 24Q: 3 clusters Score -1197998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1197998.500000 Penalty: 4802.689453
	Iteration 25Q: 3 clusters Score -1197998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1198001.250000 Penalty: 4802.689453
	Iteration 26Q: 3 clusters Score -1198001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1198001.250000 Penalty: 4802.689453
	Iteration 27F: 3 clusters Score -1198001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 207719 members 
Mstep: Class 3 contains 58721 members 
Mstep: Class 4 contains 6897 members 
Mstep: Class 5 contains 209034 members 
Mstep: Class 6 contains 9862 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80979 members 
Mstep: Class 10 contains 357683 members 
Mstep: Class 11 contains 43763 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130076 members 
Mstep: Class 17 contains 23847 members 
Mstep: Class 18 contains 27309 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11559 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12228 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13768 members 
Mstep: Class 27 contains 3852 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34002 members 
Mstep: Class 30 contains 9543 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29045 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9608 members 
Mstep: Class 37 contains 3193 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10791 members 
Mstep: Class 40 contains 5992 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 12188 members 
Entering Unmasked Estep 
Score: -102299944.000000 Penalty: 158063.093750
Splitting cluster 27 changes total score from -102300624.000000 to -102299944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Entering Unmasked Estep 
Score: -307238.906250 Penalty: 2076.469482
	Iteration 0F: 2 clusters Score -307238.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -303183.906250 Penalty: 4152.938965
	Iteration 0F: 3 clusters Score -303183.9 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -304348.656250 Penalty: 4152.938965
	Iteration 1F: 3 clusters Score -304348.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -304897.031250 Penalty: 4152.938965
	Iteration 2F: 3 clusters Score -304897 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -305593.812500 Penalty: 4152.938965
	Iteration 3F: 3 clusters Score -305593.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -306552.156250 Penalty: 4152.938965
	Iteration 4F: 3 clusters Score -306552.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -307274.750000 Penalty: 4152.938965
	Iteration 5F: 3 clusters Score -307274.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -307737.093750 Penalty: 4152.938965
	Iteration 6F: 3 clusters Score -307737.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -308088.500000 Penalty: 4152.938965
	Iteration 7Q: 3 clusters Score -308088.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -308368.093750 Penalty: 4152.938965
	Iteration 8Q: 3 clusters Score -308368.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -308512.343750 Penalty: 4152.938965
	Iteration 9Q: 3 clusters Score -308512.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -308552.187500 Penalty: 4152.938965
	Iteration 10Q: 3 clusters Score -308552.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -308561.812500 Penalty: 4152.938965
	Iteration 11Q: 3 clusters Score -308561.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -308563.093750 Penalty: 4152.938965
	Iteration 12Q: 3 clusters Score -308563.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -308564.093750 Penalty: 4152.938965
	Iteration 13Q: 3 clusters Score -308564.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -308565.125000 Penalty: 4152.938965
	Iteration 14Q: 3 clusters Score -308565.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -308565.125000 Penalty: 4152.938965
	Iteration 15F: 3 clusters Score -308565.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 207719 members 
Mstep: Class 3 contains 58721 members 
Mstep: Class 4 contains 6897 members 
Mstep: Class 5 contains 209034 members 
Mstep: Class 6 contains 9862 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80979 members 
Mstep: Class 10 contains 357683 members 
Mstep: Class 11 contains 43763 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130076 members 
Mstep: Class 17 contains 23847 members 
Mstep: Class 18 contains 27309 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11559 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12228 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13768 members 
Mstep: Class 27 contains 16040 members 
Mstep: Class 28 contains 1122 members 
Mstep: Class 29 contains 34002 members 
Mstep: Class 30 contains 9543 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29045 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9608 members 
Mstep: Class 37 contains 3193 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10791 members 
Mstep: Class 40 contains 5992 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 3206 members 
Entering Unmasked Estep 
Score: -102300456.000000 Penalty: 158063.093750
Splitting cluster 28 changes total score from -102300624.000000 to -102300456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (34002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Entering Unmasked Estep 
Score: -2531784.500000 Penalty: 2587.675293
	Iteration 0F: 2 clusters Score -2531784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2508631.500000 Penalty: 5175.350586
	Iteration 0F: 3 clusters Score -2508632 nChanged 15416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2517140.250000 Penalty: 5175.350586
	Iteration 1F: 3 clusters Score -2517140 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2517765.000000 Penalty: 5175.350586
	Iteration 2Q: 3 clusters Score -2517765 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2518516.750000 Penalty: 5175.350586
	Iteration 3Q: 3 clusters Score -2518517 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2519420.250000 Penalty: 5175.350586
	Iteration 4F: 3 clusters Score -2519420 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2520562.500000 Penalty: 5175.350586
	Iteration 5F: 3 clusters Score -2520562 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2522012.000000 Penalty: 5175.350586
	Iteration 6F: 3 clusters Score -2522012 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2523729.750000 Penalty: 5175.350586
	Iteration 7F: 3 clusters Score -2523730 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2525641.250000 Penalty: 5175.350586
	Iteration 8F: 3 clusters Score -2525641 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2527406.250000 Penalty: 5175.350586
	Iteration 9F: 3 clusters Score -2527406 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2528626.750000 Penalty: 5175.350586
	Iteration 10Q: 3 clusters Score -2528627 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2529244.750000 Penalty: 5175.350586
	Iteration 11Q: 3 clusters Score -2529245 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2529550.000000 Penalty: 5175.350586
	Iteration 12Q: 3 clusters Score -2529550 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -2529758.000000 Penalty: 5175.350586
	Iteration 13Q: 3 clusters Score -2529758 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2529892.000000 Penalty: 5175.350586
	Iteration 14Q: 3 clusters Score -2529892 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2529966.750000 Penalty: 5175.350586
	Iteration 15Q: 3 clusters Score -2529967 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -2530040.000000 Penalty: 5175.350586
	Iteration 16Q: 3 clusters Score -2530040 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2530086.750000 Penalty: 5175.350586
	Iteration 17Q: 3 clusters Score -2530087 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2530115.750000 Penalty: 5175.350586
	Iteration 18Q: 3 clusters Score -2530116 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2530133.250000 Penalty: 5175.350586
	Iteration 19Q: 3 clusters Score -2530133 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2530136.500000 Penalty: 5175.350586
	Iteration 20F: 3 clusters Score -2530136 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2530144.500000 Penalty: 5175.350586
	Iteration 21Q: 3 clusters Score -2530144 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -2530166.500000 Penalty: 5175.350586
	Iteration 22Q: 3 clusters Score -2530166 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2530171.500000 Penalty: 5175.350586
	Iteration 23Q: 3 clusters Score -2530172 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2530172.500000 Penalty: 5175.350586
	Iteration 24Q: 3 clusters Score -2530172 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2530179.250000 Penalty: 5175.350586
	Iteration 25Q: 3 clusters Score -2530179 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -2530185.000000 Penalty: 5175.350586
	Iteration 26Q: 3 clusters Score -2530185 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2530190.750000 Penalty: 5175.350586
	Iteration 27Q: 3 clusters Score -2530191 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2530187.750000 Penalty: 5175.350586
	Iteration 28Q: 3 clusters Score -2530188 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2530188.500000 Penalty: 5175.350586
	Iteration 29Q: 3 clusters Score -2530188 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2530200.500000 Penalty: 5175.350586
	Iteration 30Q: 3 clusters Score -2530200 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2530199.750000 Penalty: 5175.350586
	Iteration 31Q: 3 clusters Score -2530200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2530209.000000 Penalty: 5175.350586
	Iteration 32Q: 3 clusters Score -2530209 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2530214.250000 Penalty: 5175.350586
	Iteration 33Q: 3 clusters Score -2530214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2530217.000000 Penalty: 5175.350586
	Iteration 34Q: 3 clusters Score -2530217 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2530225.250000 Penalty: 5175.350586
	Iteration 35Q: 3 clusters Score -2530225 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2530224.000000 Penalty: 5175.350586
	Iteration 36Q: 3 clusters Score -2530224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2530233.000000 Penalty: 5175.350586
	Iteration 37Q: 3 clusters Score -2530233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -2530226.000000 Penalty: 5175.350586
	Iteration 38Q: 3 clusters Score -2530226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2530232.250000 Penalty: 5175.350586
	Iteration 39Q: 3 clusters Score -2530232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2530230.250000 Penalty: 5175.350586
	Iteration 40F: 3 clusters Score -2530230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2530229.250000 Penalty: 5175.350586
	Iteration 41Q: 3 clusters Score -2530229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2530232.500000 Penalty: 5175.350586
	Iteration 42Q: 3 clusters Score -2530232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2530232.250000 Penalty: 5175.350586
	Iteration 43Q: 3 clusters Score -2530232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2530233.000000 Penalty: 5175.350586
	Iteration 44Q: 3 clusters Score -2530233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2530225.000000 Penalty: 5175.350586
	Iteration 45Q: 3 clusters Score -2530225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2530227.250000 Penalty: 5175.350586
	Iteration 46Q: 3 clusters Score -2530227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2530224.500000 Penalty: 5175.350586
	Iteration 47Q: 3 clusters Score -2530224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2530227.750000 Penalty: 5175.350586
	Iteration 48Q: 3 clusters Score -2530228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2530224.250000 Penalty: 5175.350586
	Iteration 49Q: 3 clusters Score -2530224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2530223.500000 Penalty: 5175.350586
	Iteration 50Q: 3 clusters Score -2530224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2530224.000000 Penalty: 5175.350586
	Iteration 51Q: 3 clusters Score -2530224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2530219.000000 Penalty: 5175.350586
	Iteration 52Q: 3 clusters Score -2530219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2530225.500000 Penalty: 5175.350586
	Iteration 53Q: 3 clusters Score -2530226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2530228.250000 Penalty: 5175.350586
	Iteration 54Q: 3 clusters Score -2530228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2530228.750000 Penalty: 5175.350586
	Iteration 55Q: 3 clusters Score -2530229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2530223.000000 Penalty: 5175.350586
	Iteration 56Q: 3 clusters Score -2530223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2530222.750000 Penalty: 5175.350586
	Iteration 57Q: 3 clusters Score -2530223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2530224.000000 Penalty: 5175.350586
	Iteration 58Q: 3 clusters Score -2530224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2530225.750000 Penalty: 5175.350586
	Iteration 59Q: 3 clusters Score -2530226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2530223.500000 Penalty: 5175.350586
	Iteration 60F: 3 clusters Score -2530224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2530228.250000 Penalty: 5175.350586
	Iteration 61Q: 3 clusters Score -2530228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2530230.250000 Penalty: 5175.350586
	Iteration 62Q: 3 clusters Score -2530230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2530228.750000 Penalty: 5175.350586
	Iteration 63Q: 3 clusters Score -2530229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2530225.000000 Penalty: 5175.350586
	Iteration 64Q: 3 clusters Score -2530225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2530223.750000 Penalty: 5175.350586
	Iteration 65Q: 3 clusters Score -2530224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2530227.500000 Penalty: 5175.350586
	Iteration 66Q: 3 clusters Score -2530228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2530226.250000 Penalty: 5175.350586
	Iteration 67Q: 3 clusters Score -2530226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2530227.750000 Penalty: 5175.350586
	Iteration 68Q: 3 clusters Score -2530228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2530228.750000 Penalty: 5175.350586
	Iteration 69Q: 3 clusters Score -2530229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2530228.750000 Penalty: 5175.350586
	Iteration 70F: 3 clusters Score -2530229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Entering Unmasked Estep 
Score: -654048.125000 Penalty: 2272.563477
	Iteration 0F: 2 clusters Score -654048.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -646679.312500 Penalty: 4545.126953
	Iteration 0F: 3 clusters Score -646679.3 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -648914.437500 Penalty: 4545.126953
	Iteration 1F: 3 clusters Score -648914.4 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -649254.000000 Penalty: 4545.126953
	Iteration 2F: 3 clusters Score -649254 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -649533.937500 Penalty: 4545.126953
	Iteration 3F: 3 clusters Score -649533.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -649759.937500 Penalty: 4545.126953
	Iteration 4Q: 3 clusters Score -649759.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -649962.187500 Penalty: 4545.126953
	Iteration 5Q: 3 clusters Score -649962.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -650146.875000 Penalty: 4545.126953
	Iteration 6Q: 3 clusters Score -650146.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -650331.625000 Penalty: 4545.126953
	Iteration 7Q: 3 clusters Score -650331.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -650509.437500 Penalty: 4545.126953
	Iteration 8Q: 3 clusters Score -650509.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -650704.000000 Penalty: 4545.126953
	Iteration 9Q: 3 clusters Score -650704 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -650919.187500 Penalty: 4545.126953
	Iteration 10Q: 3 clusters Score -650919.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -651109.437500 Penalty: 4545.126953
	Iteration 11Q: 3 clusters Score -651109.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -651283.750000 Penalty: 4545.126953
	Iteration 12Q: 3 clusters Score -651283.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -651475.562500 Penalty: 4545.126953
	Iteration 13Q: 3 clusters Score -651475.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -651630.937500 Penalty: 4545.126953
	Iteration 14Q: 3 clusters Score -651630.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -651766.562500 Penalty: 4545.126953
	Iteration 15Q: 3 clusters Score -651766.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -651857.937500 Penalty: 4545.126953
	Iteration 16Q: 3 clusters Score -651857.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -651931.375000 Penalty: 4545.126953
	Iteration 17Q: 3 clusters Score -651931.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -651983.062500 Penalty: 4545.126953
	Iteration 18Q: 3 clusters Score -651983.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -652022.812500 Penalty: 4545.126953
	Iteration 19Q: 3 clusters Score -652022.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -652059.625000 Penalty: 4545.126953
	Iteration 20F: 3 clusters Score -652059.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -652088.437500 Penalty: 4545.126953
	Iteration 21Q: 3 clusters Score -652088.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -652110.875000 Penalty: 4545.126953
	Iteration 22Q: 3 clusters Score -652110.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -652127.812500 Penalty: 4545.126953
	Iteration 23Q: 3 clusters Score -652127.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -652145.437500 Penalty: 4545.126953
	Iteration 24Q: 3 clusters Score -652145.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -652155.687500 Penalty: 4545.126953
	Iteration 25Q: 3 clusters Score -652155.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -652165.562500 Penalty: 4545.126953
	Iteration 26Q: 3 clusters Score -652165.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -652176.375000 Penalty: 4545.126953
	Iteration 27Q: 3 clusters Score -652176.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -652182.187500 Penalty: 4545.126953
	Iteration 28Q: 3 clusters Score -652182.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -652190.625000 Penalty: 4545.126953
	Iteration 29Q: 3 clusters Score -652190.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -652195.312500 Penalty: 4545.126953
	Iteration 30Q: 3 clusters Score -652195.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -652199.812500 Penalty: 4545.126953
	Iteration 31Q: 3 clusters Score -652199.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -652205.312500 Penalty: 4545.126953
	Iteration 32Q: 3 clusters Score -652205.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -652211.687500 Penalty: 4545.126953
	Iteration 33Q: 3 clusters Score -652211.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -652215.062500 Penalty: 4545.126953
	Iteration 34Q: 3 clusters Score -652215.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -652217.687500 Penalty: 4545.126953
	Iteration 35Q: 3 clusters Score -652217.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -652219.000000 Penalty: 4545.126953
	Iteration 36Q: 3 clusters Score -652219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -652220.687500 Penalty: 4545.126953
	Iteration 37Q: 3 clusters Score -652220.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -652222.875000 Penalty: 4545.126953
	Iteration 38Q: 3 clusters Score -652222.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -652223.687500 Penalty: 4545.126953
	Iteration 39Q: 3 clusters Score -652223.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -652224.750000 Penalty: 4545.126953
	Iteration 40F: 3 clusters Score -652224.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -652225.125000 Penalty: 4545.126953
	Iteration 41Q: 3 clusters Score -652225.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -652224.875000 Penalty: 4545.126953
	Iteration 42Q: 3 clusters Score -652224.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -652226.500000 Penalty: 4545.126953
	Iteration 43Q: 3 clusters Score -652226.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -652225.187500 Penalty: 4545.126953
	Iteration 44Q: 3 clusters Score -652225.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -652225.187500 Penalty: 4545.126953
	Iteration 45F: 3 clusters Score -652225.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Entering Unmasked Estep 
Score: -181527.875000 Penalty: 1945.566040
	Iteration 0F: 2 clusters Score -181527.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -178526.703125 Penalty: 3891.132080
	Iteration 0F: 3 clusters Score -178526.7 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -179091.781250 Penalty: 3891.132080
	Iteration 1F: 3 clusters Score -179091.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -179253.843750 Penalty: 3891.132080
	Iteration 2F: 3 clusters Score -179253.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -179343.359375 Penalty: 3891.132080
	Iteration 3Q: 3 clusters Score -179343.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -179392.953125 Penalty: 3891.132080
	Iteration 4Q: 3 clusters Score -179393 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -179432.250000 Penalty: 3891.132080
	Iteration 5Q: 3 clusters Score -179432.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -179485.234375 Penalty: 3891.132080
	Iteration 6Q: 3 clusters Score -179485.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -179532.734375 Penalty: 3891.132080
	Iteration 7Q: 3 clusters Score -179532.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -179570.500000 Penalty: 3891.132080
	Iteration 8Q: 3 clusters Score -179570.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -179589.875000 Penalty: 3891.132080
	Iteration 9Q: 3 clusters Score -179589.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -179604.000000 Penalty: 3891.132080
	Iteration 10Q: 3 clusters Score -179604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -179614.156250 Penalty: 3891.132080
	Iteration 11Q: 3 clusters Score -179614.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -179627.906250 Penalty: 3891.132080
	Iteration 12Q: 3 clusters Score -179627.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -179636.703125 Penalty: 3891.132080
	Iteration 13Q: 3 clusters Score -179636.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -179642.906250 Penalty: 3891.132080
	Iteration 14Q: 3 clusters Score -179642.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -179649.140625 Penalty: 3891.132080
	Iteration 15Q: 3 clusters Score -179649.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -179653.515625 Penalty: 3891.132080
	Iteration 16Q: 3 clusters Score -179653.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -179657.000000 Penalty: 3891.132080
	Iteration 17Q: 3 clusters Score -179657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -179661.375000 Penalty: 3891.132080
	Iteration 18Q: 3 clusters Score -179661.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -179668.625000 Penalty: 3891.132080
	Iteration 19Q: 3 clusters Score -179668.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -179673.703125 Penalty: 3891.132080
	Iteration 20F: 3 clusters Score -179673.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -179679.000000 Penalty: 3891.132080
	Iteration 21Q: 3 clusters Score -179679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -179685.015625 Penalty: 3891.132080
	Iteration 22Q: 3 clusters Score -179685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -179693.703125 Penalty: 3891.132080
	Iteration 23Q: 3 clusters Score -179693.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -179699.421875 Penalty: 3891.132080
	Iteration 24Q: 3 clusters Score -179699.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -179703.906250 Penalty: 3891.132080
	Iteration 25Q: 3 clusters Score -179703.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -179705.375000 Penalty: 3891.132080
	Iteration 26Q: 3 clusters Score -179705.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -179707.687500 Penalty: 3891.132080
	Iteration 27Q: 3 clusters Score -179707.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -179711.328125 Penalty: 3891.132080
	Iteration 28Q: 3 clusters Score -179711.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -179714.062500 Penalty: 3891.132080
	Iteration 29Q: 3 clusters Score -179714.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -179715.718750 Penalty: 3891.132080
	Iteration 30Q: 3 clusters Score -179715.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -179716.578125 Penalty: 3891.132080
	Iteration 31Q: 3 clusters Score -179716.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -179717.093750 Penalty: 3891.132080
	Iteration 32Q: 3 clusters Score -179717.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -179717.093750 Penalty: 3891.132080
	Iteration 33F: 3 clusters Score -179717.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Entering Unmasked Estep 
Score: -176721.328125 Penalty: 1939.269775
	Iteration 0F: 2 clusters Score -176721.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -173866.765625 Penalty: 3878.539551
	Iteration 0F: 3 clusters Score -173866.8 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -174483.328125 Penalty: 3878.539551
	Iteration 1F: 3 clusters Score -174483.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -174693.265625 Penalty: 3878.539551
	Iteration 2F: 3 clusters Score -174693.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -174799.000000 Penalty: 3878.539551
	Iteration 3Q: 3 clusters Score -174799 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -174856.859375 Penalty: 3878.539551
	Iteration 4Q: 3 clusters Score -174856.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -174898.359375 Penalty: 3878.539551
	Iteration 5Q: 3 clusters Score -174898.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -174927.390625 Penalty: 3878.539551
	Iteration 6Q: 3 clusters Score -174927.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -174968.968750 Penalty: 3878.539551
	Iteration 7Q: 3 clusters Score -174969 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -175001.671875 Penalty: 3878.539551
	Iteration 8Q: 3 clusters Score -175001.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -175034.765625 Penalty: 3878.539551
	Iteration 9Q: 3 clusters Score -175034.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -175069.218750 Penalty: 3878.539551
	Iteration 10Q: 3 clusters Score -175069.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -175111.640625 Penalty: 3878.539551
	Iteration 11Q: 3 clusters Score -175111.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -175145.968750 Penalty: 3878.539551
	Iteration 12Q: 3 clusters Score -175146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -175186.671875 Penalty: 3878.539551
	Iteration 13Q: 3 clusters Score -175186.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -175220.265625 Penalty: 3878.539551
	Iteration 14Q: 3 clusters Score -175220.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -175245.015625 Penalty: 3878.539551
	Iteration 15Q: 3 clusters Score -175245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -175266.546875 Penalty: 3878.539551
	Iteration 16Q: 3 clusters Score -175266.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -175288.062500 Penalty: 3878.539551
	Iteration 17Q: 3 clusters Score -175288.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -175309.531250 Penalty: 3878.539551
	Iteration 18Q: 3 clusters Score -175309.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -175339.343750 Penalty: 3878.539551
	Iteration 19Q: 3 clusters Score -175339.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -175361.328125 Penalty: 3878.539551
	Iteration 20F: 3 clusters Score -175361.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -175380.359375 Penalty: 3878.539551
	Iteration 21Q: 3 clusters Score -175380.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -175397.812500 Penalty: 3878.539551
	Iteration 22Q: 3 clusters Score -175397.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -175415.796875 Penalty: 3878.539551
	Iteration 23Q: 3 clusters Score -175415.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -175432.750000 Penalty: 3878.539551
	Iteration 24Q: 3 clusters Score -175432.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -175440.484375 Penalty: 3878.539551
	Iteration 25Q: 3 clusters Score -175440.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -175442.890625 Penalty: 3878.539551
	Iteration 26Q: 3 clusters Score -175442.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -175445.500000 Penalty: 3878.539551
	Iteration 27Q: 3 clusters Score -175445.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -175448.890625 Penalty: 3878.539551
	Iteration 28Q: 3 clusters Score -175448.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -175452.437500 Penalty: 3878.539551
	Iteration 29Q: 3 clusters Score -175452.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -175453.843750 Penalty: 3878.539551
	Iteration 30Q: 3 clusters Score -175453.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -175457.921875 Penalty: 3878.539551
	Iteration 31Q: 3 clusters Score -175457.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -175462.203125 Penalty: 3878.539551
	Iteration 32Q: 3 clusters Score -175462.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -175464.265625 Penalty: 3878.539551
	Iteration 33Q: 3 clusters Score -175464.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -175466.453125 Penalty: 3878.539551
	Iteration 34Q: 3 clusters Score -175466.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -175466.703125 Penalty: 3878.539551
	Iteration 35Q: 3 clusters Score -175466.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -175466.703125 Penalty: 3878.539551
	Iteration 36F: 3 clusters Score -175466.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Entering Unmasked Estep 
Score: -130268.976562 Penalty: 1867.957886
	Iteration 0F: 2 clusters Score -130269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -127693.359375 Penalty: 3735.915771
	Iteration 0F: 3 clusters Score -127693.4 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -128144.750000 Penalty: 3735.915771
	Iteration 1F: 3 clusters Score -128144.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -128263.648438 Penalty: 3735.915771
	Iteration 2F: 3 clusters Score -128263.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -128319.468750 Penalty: 3735.915771
	Iteration 3Q: 3 clusters Score -128319.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -128362.593750 Penalty: 3735.915771
	Iteration 4Q: 3 clusters Score -128362.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -128402.890625 Penalty: 3735.915771
	Iteration 5Q: 3 clusters Score -128402.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -128443.000000 Penalty: 3735.915771
	Iteration 6Q: 3 clusters Score -128443 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -128467.460938 Penalty: 3735.915771
	Iteration 7Q: 3 clusters Score -128467.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -128500.171875 Penalty: 3735.915771
	Iteration 8Q: 3 clusters Score -128500.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -128533.601562 Penalty: 3735.915771
	Iteration 9Q: 3 clusters Score -128533.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -128568.585938 Penalty: 3735.915771
	Iteration 10Q: 3 clusters Score -128568.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -128599.078125 Penalty: 3735.915771
	Iteration 11Q: 3 clusters Score -128599.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -128629.375000 Penalty: 3735.915771
	Iteration 12Q: 3 clusters Score -128629.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -128663.671875 Penalty: 3735.915771
	Iteration 13Q: 3 clusters Score -128663.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -128698.601562 Penalty: 3735.915771
	Iteration 14Q: 3 clusters Score -128698.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -128736.117188 Penalty: 3735.915771
	Iteration 15Q: 3 clusters Score -128736.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -128768.789062 Penalty: 3735.915771
	Iteration 16Q: 3 clusters Score -128768.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -128797.265625 Penalty: 3735.915771
	Iteration 17Q: 3 clusters Score -128797.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -128833.867188 Penalty: 3735.915771
	Iteration 18Q: 3 clusters Score -128833.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -128884.476562 Penalty: 3735.915771
	Iteration 19Q: 3 clusters Score -128884.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -128928.804688 Penalty: 3735.915771
	Iteration 20F: 3 clusters Score -128928.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -128954.289062 Penalty: 3735.915771
	Iteration 21Q: 3 clusters Score -128954.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -128970.601562 Penalty: 3735.915771
	Iteration 22Q: 3 clusters Score -128970.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -128982.054688 Penalty: 3735.915771
	Iteration 23Q: 3 clusters Score -128982.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -128990.320312 Penalty: 3735.915771
	Iteration 24Q: 3 clusters Score -128990.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -128998.398438 Penalty: 3735.915771
	Iteration 25Q: 3 clusters Score -128998.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -129006.648438 Penalty: 3735.915771
	Iteration 26Q: 3 clusters Score -129006.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -129014.390625 Penalty: 3735.915771
	Iteration 27Q: 3 clusters Score -129014.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -129017.742188 Penalty: 3735.915771
	Iteration 28Q: 3 clusters Score -129017.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -129019.492188 Penalty: 3735.915771
	Iteration 29Q: 3 clusters Score -129019.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -129022.890625 Penalty: 3735.915771
	Iteration 30Q: 3 clusters Score -129022.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -129024.453125 Penalty: 3735.915771
	Iteration 31Q: 3 clusters Score -129024.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -129026.328125 Penalty: 3735.915771
	Iteration 32Q: 3 clusters Score -129026.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -129028.312500 Penalty: 3735.915771
	Iteration 33Q: 3 clusters Score -129028.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -129028.867188 Penalty: 3735.915771
	Iteration 34Q: 3 clusters Score -129028.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -129028.867188 Penalty: 3735.915771
	Iteration 35F: 3 clusters Score -129028.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (29045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Entering Unmasked Estep 
Score: -2216974.500000 Penalty: 2548.597168
	Iteration 0F: 2 clusters Score -2216974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2196982.250000 Penalty: 5097.194336
	Iteration 0F: 3 clusters Score -2196982 nChanged 13058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2204095.500000 Penalty: 5097.194336
	Iteration 1F: 3 clusters Score -2204096 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2204722.250000 Penalty: 5097.194336
	Iteration 2F: 3 clusters Score -2204722 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2205403.500000 Penalty: 5097.194336
	Iteration 3F: 3 clusters Score -2205404 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2206154.750000 Penalty: 5097.194336
	Iteration 4Q: 3 clusters Score -2206155 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2207037.750000 Penalty: 5097.194336
	Iteration 5F: 3 clusters Score -2207038 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2208062.500000 Penalty: 5097.194336
	Iteration 6F: 3 clusters Score -2208062 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -2209218.250000 Penalty: 5097.194336
	Iteration 7F: 3 clusters Score -2209218 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2210413.000000 Penalty: 5097.194336
	Iteration 8F: 3 clusters Score -2210413 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2211485.750000 Penalty: 5097.194336
	Iteration 9F: 3 clusters Score -2211486 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2212254.500000 Penalty: 5097.194336
	Iteration 10Q: 3 clusters Score -2212254 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2212709.250000 Penalty: 5097.194336
	Iteration 11Q: 3 clusters Score -2212709 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2212916.000000 Penalty: 5097.194336
	Iteration 12Q: 3 clusters Score -2212916 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2213047.250000 Penalty: 5097.194336
	Iteration 13Q: 3 clusters Score -2213047 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2213150.250000 Penalty: 5097.194336
	Iteration 14Q: 3 clusters Score -2213150 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2213228.000000 Penalty: 5097.194336
	Iteration 15Q: 3 clusters Score -2213228 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2213305.750000 Penalty: 5097.194336
	Iteration 16Q: 3 clusters Score -2213306 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2213381.000000 Penalty: 5097.194336
	Iteration 17Q: 3 clusters Score -2213381 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2213444 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2213521.750000 Penalty: 5097.194336
	Iteration 19Q: 3 clusters Score -2213522 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2213573.250000 Penalty: 5097.194336
	Iteration 20F: 3 clusters Score -2213573 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2213633.750000 Penalty: 5097.194336
	Iteration 21Q: 3 clusters Score -2213634 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2213682 nChanged 225
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2213723 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2213771.000000 Penalty: 5097.194336
	Iteration 24Q: 3 clusters Score -2213771 nChanged 247
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2213822 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2213880 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2213932 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2213978 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2214025.750000 Penalty: 5097.194336
	Iteration 29Q: 3 clusters Score -2214026 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2214070 nChanged 217
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Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2214126.750000 Penalty: 5097.194336
	Iteration 31Q: 3 clusters Score -2214127 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2214164.000000 Penalty: 5097.194336
	Iteration 32Q: 3 clusters Score -2214164 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2214193.250000 Penalty: 5097.194336
	Iteration 33Q: 3 clusters Score -2214193 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2214237.000000 Penalty: 5097.194336
	Iteration 34Q: 3 clusters Score -2214237 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2214279.500000 Penalty: 5097.194336
	Iteration 35Q: 3 clusters Score -2214280 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2214321.250000 Penalty: 5097.194336
	Iteration 36Q: 3 clusters Score -2214321 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2214361 nChanged 176
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Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2214410 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2214438 nChanged 147
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Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2214483 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2214505 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2214538 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2214561.000000 Penalty: 5097.194336
	Iteration 43Q: 3 clusters Score -2214561 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2214590 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2214616 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2214645 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2214657 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2214685 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2214710 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2214752 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2214784 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2214822 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -2214859.250000 Penalty: 5097.194336
	Iteration 53Q: 3 clusters Score -2214859 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2214881.000000 Penalty: 5097.194336
	Iteration 54Q: 3 clusters Score -2214881 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2214913.000000 Penalty: 5097.194336
	Iteration 55Q: 3 clusters Score -2214913 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2214932 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2214943.250000 Penalty: 5097.194336
	Iteration 57Q: 3 clusters Score -2214943 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2214968 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2214991.250000 Penalty: 5097.194336
	Iteration 59Q: 3 clusters Score -2214991 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2214998.000000 Penalty: 5097.194336
	Iteration 60F: 3 clusters Score -2214998 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2215013.000000 Penalty: 5097.194336
	Iteration 61Q: 3 clusters Score -2215013 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2215023.500000 Penalty: 5097.194336
	Iteration 62Q: 3 clusters Score -2215024 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2215025.750000 Penalty: 5097.194336
	Iteration 63Q: 3 clusters Score -2215026 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2215040.500000 Penalty: 5097.194336
	Iteration 64Q: 3 clusters Score -2215040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2215052.250000 Penalty: 5097.194336
	Iteration 65Q: 3 clusters Score -2215052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2215062.500000 Penalty: 5097.194336
	Iteration 66Q: 3 clusters Score -2215062 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2215067.750000 Penalty: 5097.194336
	Iteration 67Q: 3 clusters Score -2215068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2215080.000000 Penalty: 5097.194336
	Iteration 68Q: 3 clusters Score -2215080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2215094.250000 Penalty: 5097.194336
	Iteration 69Q: 3 clusters Score -2215094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2215101.000000 Penalty: 5097.194336
	Iteration 70Q: 3 clusters Score -2215101 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2215113.500000 Penalty: 5097.194336
	Iteration 71Q: 3 clusters Score -2215114 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2215133.500000 Penalty: 5097.194336
	Iteration 72Q: 3 clusters Score -2215134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2215138.750000 Penalty: 5097.194336
	Iteration 73Q: 3 clusters Score -2215139 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2215150.250000 Penalty: 5097.194336
	Iteration 74Q: 3 clusters Score -2215150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2215159.750000 Penalty: 5097.194336
	Iteration 75Q: 3 clusters Score -2215160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2215168.250000 Penalty: 5097.194336
	Iteration 76Q: 3 clusters Score -2215168 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2215174.750000 Penalty: 5097.194336
	Iteration 77Q: 3 clusters Score -2215175 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2215183.250000 Penalty: 5097.194336
	Iteration 78Q: 3 clusters Score -2215183 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2215180.500000 Penalty: 5097.194336
	Iteration 79Q: 3 clusters Score -2215180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2215191.750000 Penalty: 5097.194336
	Iteration 80F: 3 clusters Score -2215192 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2215194.000000 Penalty: 5097.194336
	Iteration 81Q: 3 clusters Score -2215194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2215189.500000 Penalty: 5097.194336
	Iteration 82Q: 3 clusters Score -2215190 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2215206.000000 Penalty: 5097.194336
	Iteration 83Q: 3 clusters Score -2215206 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2215206.500000 Penalty: 5097.194336
	Iteration 84Q: 3 clusters Score -2215206 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2215206 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2215215.750000 Penalty: 5097.194336
	Iteration 86Q: 3 clusters Score -2215216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2215220.000000 Penalty: 5097.194336
	Iteration 87Q: 3 clusters Score -2215220 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2215229.750000 Penalty: 5097.194336
	Iteration 88Q: 3 clusters Score -2215230 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2215232.000000 Penalty: 5097.194336
	Iteration 89Q: 3 clusters Score -2215232 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2215237.750000 Penalty: 5097.194336
	Iteration 90Q: 3 clusters Score -2215238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2215238 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2215244.500000 Penalty: 5097.194336
	Iteration 92Q: 3 clusters Score -2215244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2215248.500000 Penalty: 5097.194336
	Iteration 93Q: 3 clusters Score -2215248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2215255.000000 Penalty: 5097.194336
	Iteration 94Q: 3 clusters Score -2215255 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2215251.000000 Penalty: 5097.194336
	Iteration 95Q: 3 clusters Score -2215251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2215248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2215249.500000 Penalty: 5097.194336
	Iteration 97Q: 3 clusters Score -2215250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2215252.250000 Penalty: 5097.194336
	Iteration 98Q: 3 clusters Score -2215252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2215248.500000 Penalty: 5097.194336
	Iteration 99Q: 3 clusters Score -2215248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2215249.000000 Penalty: 5097.194336
	Iteration 100F: 3 clusters Score -2215249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2215250.000000 Penalty: 5097.194336
	Iteration 101Q: 3 clusters Score -2215250 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2215248 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
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	Iteration 103F: 3 clusters Score -2215248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Entering Unmasked Estep 
Score: -136740.281250 Penalty: 1946.922241
	Iteration 0F: 2 clusters Score -136740.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -133784.921875 Penalty: 3893.844482
	Iteration 0F: 3 clusters Score -133784.9 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -134866.687500 Penalty: 3893.844482
	Iteration 1F: 3 clusters Score -134866.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -135363.750000 Penalty: 3893.844482
	Iteration 2F: 3 clusters Score -135363.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -135691.703125 Penalty: 3893.844482
	Iteration 3F: 3 clusters Score -135691.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -135827.812500 Penalty: 3893.844482
	Iteration 4F: 3 clusters Score -135827.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -135915.437500 Penalty: 3893.844482
	Iteration 5Q: 3 clusters Score -135915.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -135966.250000 Penalty: 3893.844482
	Iteration 6Q: 3 clusters Score -135966.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -135993.781250 Penalty: 3893.844482
	Iteration 7Q: 3 clusters Score -135993.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -136030.765625 Penalty: 3893.844482
	Iteration 8Q: 3 clusters Score -136030.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -136055.687500 Penalty: 3893.844482
	Iteration 9Q: 3 clusters Score -136055.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -136074.375000 Penalty: 3893.844482
	Iteration 10Q: 3 clusters Score -136074.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -136087.671875 Penalty: 3893.844482
	Iteration 11Q: 3 clusters Score -136087.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -136108.937500 Penalty: 3893.844482
	Iteration 12Q: 3 clusters Score -136108.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -136120.281250 Penalty: 3893.844482
	Iteration 13Q: 3 clusters Score -136120.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -136126.703125 Penalty: 3893.844482
	Iteration 14Q: 3 clusters Score -136126.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -136133.531250 Penalty: 3893.844482
	Iteration 15Q: 3 clusters Score -136133.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -136139.000000 Penalty: 3893.844482
	Iteration 16Q: 3 clusters Score -136139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -136145.109375 Penalty: 3893.844482
	Iteration 17Q: 3 clusters Score -136145.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -136153.515625 Penalty: 3893.844482
	Iteration 18Q: 3 clusters Score -136153.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -136161.640625 Penalty: 3893.844482
	Iteration 19Q: 3 clusters Score -136161.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -136166.640625 Penalty: 3893.844482
	Iteration 20F: 3 clusters Score -136166.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -136169.828125 Penalty: 3893.844482
	Iteration 21Q: 3 clusters Score -136169.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -136173.218750 Penalty: 3893.844482
	Iteration 22Q: 3 clusters Score -136173.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -136176.390625 Penalty: 3893.844482
	Iteration 23Q: 3 clusters Score -136176.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -136178.281250 Penalty: 3893.844482
	Iteration 24Q: 3 clusters Score -136178.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -136180.031250 Penalty: 3893.844482
	Iteration 25Q: 3 clusters Score -136180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -136183.640625 Penalty: 3893.844482
	Iteration 26Q: 3 clusters Score -136183.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -136184.750000 Penalty: 3893.844482
	Iteration 27Q: 3 clusters Score -136184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -136185.187500 Penalty: 3893.844482
	Iteration 28Q: 3 clusters Score -136185.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -136186.421875 Penalty: 3893.844482
	Iteration 29Q: 3 clusters Score -136186.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -136187.593750 Penalty: 3893.844482
	Iteration 30Q: 3 clusters Score -136187.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -136188.015625 Penalty: 3893.844482
	Iteration 31Q: 3 clusters Score -136188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -136188.015625 Penalty: 3893.844482
	Iteration 32F: 3 clusters Score -136188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Entering Unmasked Estep 
Score: -694174.875000 Penalty: 2274.247070
	Iteration 0F: 2 clusters Score -694174.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -686815.187500 Penalty: 4548.494141
	Iteration 0F: 3 clusters Score -686815.2 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -688966.937500 Penalty: 4548.494141
	Iteration 1F: 3 clusters Score -688966.9 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -689340.312500 Penalty: 4548.494141
	Iteration 2F: 3 clusters Score -689340.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -689655.875000 Penalty: 4548.494141
	Iteration 3F: 3 clusters Score -689655.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -689967.500000 Penalty: 4548.494141
	Iteration 4F: 3 clusters Score -689967.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -690315.187500 Penalty: 4548.494141
	Iteration 5F: 3 clusters Score -690315.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -690621.625000 Penalty: 4548.494141
	Iteration 6Q: 3 clusters Score -690621.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -690892.812500 Penalty: 4548.494141
	Iteration 7Q: 3 clusters Score -690892.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -691115.187500 Penalty: 4548.494141
	Iteration 8Q: 3 clusters Score -691115.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -691293.125000 Penalty: 4548.494141
	Iteration 9Q: 3 clusters Score -691293.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -691451.187500 Penalty: 4548.494141
	Iteration 10Q: 3 clusters Score -691451.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -691574.875000 Penalty: 4548.494141
	Iteration 11Q: 3 clusters Score -691574.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -691675.937500 Penalty: 4548.494141
	Iteration 12Q: 3 clusters Score -691675.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -691746.125000 Penalty: 4548.494141
	Iteration 13Q: 3 clusters Score -691746.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -691819.937500 Penalty: 4548.494141
	Iteration 14Q: 3 clusters Score -691819.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -691889.312500 Penalty: 4548.494141
	Iteration 15Q: 3 clusters Score -691889.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -691962.437500 Penalty: 4548.494141
	Iteration 16Q: 3 clusters Score -691962.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -692041.500000 Penalty: 4548.494141
	Iteration 17Q: 3 clusters Score -692041.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -692123.875000 Penalty: 4548.494141
	Iteration 18Q: 3 clusters Score -692123.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -692191.937500 Penalty: 4548.494141
	Iteration 19Q: 3 clusters Score -692191.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -692259.687500 Penalty: 4548.494141
	Iteration 20F: 3 clusters Score -692259.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -692331.062500 Penalty: 4548.494141
	Iteration 21Q: 3 clusters Score -692331.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -692388.937500 Penalty: 4548.494141
	Iteration 22Q: 3 clusters Score -692388.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -692445.187500 Penalty: 4548.494141
	Iteration 23Q: 3 clusters Score -692445.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -692494.625000 Penalty: 4548.494141
	Iteration 24Q: 3 clusters Score -692494.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -692546.125000 Penalty: 4548.494141
	Iteration 25Q: 3 clusters Score -692546.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -692586.625000 Penalty: 4548.494141
	Iteration 26Q: 3 clusters Score -692586.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -692612.875000 Penalty: 4548.494141
	Iteration 27Q: 3 clusters Score -692612.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -692630.500000 Penalty: 4548.494141
	Iteration 28Q: 3 clusters Score -692630.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -692645.812500 Penalty: 4548.494141
	Iteration 29Q: 3 clusters Score -692645.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -692656.500000 Penalty: 4548.494141
	Iteration 30Q: 3 clusters Score -692656.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -692666.250000 Penalty: 4548.494141
	Iteration 31Q: 3 clusters Score -692666.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -692676.812500 Penalty: 4548.494141
	Iteration 32Q: 3 clusters Score -692676.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -692687.937500 Penalty: 4548.494141
	Iteration 33Q: 3 clusters Score -692687.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -692697.437500 Penalty: 4548.494141
	Iteration 34Q: 3 clusters Score -692697.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -692704.875000 Penalty: 4548.494141
	Iteration 35Q: 3 clusters Score -692704.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -692710.687500 Penalty: 4548.494141
	Iteration 36Q: 3 clusters Score -692710.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -692715.937500 Penalty: 4548.494141
	Iteration 37Q: 3 clusters Score -692715.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -692719.687500 Penalty: 4548.494141
	Iteration 38Q: 3 clusters Score -692719.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -692725.875000 Penalty: 4548.494141
	Iteration 39Q: 3 clusters Score -692725.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -692733.437500 Penalty: 4548.494141
	Iteration 40F: 3 clusters Score -692733.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -692742.437500 Penalty: 4548.494141
	Iteration 41Q: 3 clusters Score -692742.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -692756.250000 Penalty: 4548.494141
	Iteration 42Q: 3 clusters Score -692756.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -692767.500000 Penalty: 4548.494141
	Iteration 43Q: 3 clusters Score -692767.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -692771.812500 Penalty: 4548.494141
	Iteration 44Q: 3 clusters Score -692771.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -692777.187500 Penalty: 4548.494141
	Iteration 45Q: 3 clusters Score -692777.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -692781.187500 Penalty: 4548.494141
	Iteration 46Q: 3 clusters Score -692781.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -692785.250000 Penalty: 4548.494141
	Iteration 47Q: 3 clusters Score -692785.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -692787.562500 Penalty: 4548.494141
	Iteration 48Q: 3 clusters Score -692787.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -692788.812500 Penalty: 4548.494141
	Iteration 49Q: 3 clusters Score -692788.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -692790.062500 Penalty: 4548.494141
	Iteration 50Q: 3 clusters Score -692790.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -692795.812500 Penalty: 4548.494141
	Iteration 51Q: 3 clusters Score -692795.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -692797.375000 Penalty: 4548.494141
	Iteration 52Q: 3 clusters Score -692797.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -692801.687500 Penalty: 4548.494141
	Iteration 53Q: 3 clusters Score -692801.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -692806.062500 Penalty: 4548.494141
	Iteration 54Q: 3 clusters Score -692806.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -692813.312500 Penalty: 4548.494141
	Iteration 55Q: 3 clusters Score -692813.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -692815.875000 Penalty: 4548.494141
	Iteration 56Q: 3 clusters Score -692815.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -692820.625000 Penalty: 4548.494141
	Iteration 57Q: 3 clusters Score -692820.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -692824.562500 Penalty: 4548.494141
	Iteration 58Q: 3 clusters Score -692824.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -692825.625000 Penalty: 4548.494141
	Iteration 59Q: 3 clusters Score -692825.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -692829.687500 Penalty: 4548.494141
	Iteration 60F: 3 clusters Score -692829.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -692836.375000 Penalty: 4548.494141
	Iteration 61Q: 3 clusters Score -692836.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -692841.187500 Penalty: 4548.494141
	Iteration 62Q: 3 clusters Score -692841.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -692847.812500 Penalty: 4548.494141
	Iteration 63Q: 3 clusters Score -692847.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -692850.125000 Penalty: 4548.494141
	Iteration 64Q: 3 clusters Score -692850.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -692852.562500 Penalty: 4548.494141
	Iteration 65Q: 3 clusters Score -692852.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -692856.062500 Penalty: 4548.494141
	Iteration 66Q: 3 clusters Score -692856.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -692860.625000 Penalty: 4548.494141
	Iteration 67Q: 3 clusters Score -692860.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -692868.562500 Penalty: 4548.494141
	Iteration 68Q: 3 clusters Score -692868.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -692876.687500 Penalty: 4548.494141
	Iteration 69Q: 3 clusters Score -692876.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -692885.937500 Penalty: 4548.494141
	Iteration 70Q: 3 clusters Score -692885.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -692902.937500 Penalty: 4548.494141
	Iteration 71Q: 3 clusters Score -692902.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -692923.750000 Penalty: 4548.494141
	Iteration 72Q: 3 clusters Score -692923.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -692941.000000 Penalty: 4548.494141
	Iteration 73Q: 3 clusters Score -692941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -692954.812500 Penalty: 4548.494141
	Iteration 74Q: 3 clusters Score -692954.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -692962.187500 Penalty: 4548.494141
	Iteration 75Q: 3 clusters Score -692962.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -692984.687500 Penalty: 4548.494141
	Iteration 76Q: 3 clusters Score -692984.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -692993.312500 Penalty: 4548.494141
	Iteration 77Q: 3 clusters Score -692993.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -693000.062500 Penalty: 4548.494141
	Iteration 78Q: 3 clusters Score -693000.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -693006.500000 Penalty: 4548.494141
	Iteration 79Q: 3 clusters Score -693006.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -693014.375000 Penalty: 4548.494141
	Iteration 80F: 3 clusters Score -693014.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -693021.812500 Penalty: 4548.494141
	Iteration 81Q: 3 clusters Score -693021.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -693025.312500 Penalty: 4548.494141
	Iteration 82Q: 3 clusters Score -693025.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -693028.937500 Penalty: 4548.494141
	Iteration 83Q: 3 clusters Score -693028.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -693028.937500 Penalty: 4548.494141
	Iteration 84F: 3 clusters Score -693028.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Entering Unmasked Estep 
Score: -212977.000000 Penalty: 2001.041626
	Iteration 0F: 2 clusters Score -212977 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 1588 members 
Entering Unmasked Estep 
Score: -209542.484375 Penalty: 4002.083252
	Iteration 0F: 3 clusters Score -209542.5 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -210319.781250 Penalty: 4002.083252
	Iteration 1F: 3 clusters Score -210319.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -210519.328125 Penalty: 4002.083252
	Iteration 2F: 3 clusters Score -210519.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -210655.171875 Penalty: 4002.083252
	Iteration 3F: 3 clusters Score -210655.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -210722.812500 Penalty: 4002.083252
	Iteration 4Q: 3 clusters Score -210722.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -210775.109375 Penalty: 4002.083252
	Iteration 5Q: 3 clusters Score -210775.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -210809.218750 Penalty: 4002.083252
	Iteration 6Q: 3 clusters Score -210809.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -210836.375000 Penalty: 4002.083252
	Iteration 7Q: 3 clusters Score -210836.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -210859.687500 Penalty: 4002.083252
	Iteration 8Q: 3 clusters Score -210859.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -210878.968750 Penalty: 4002.083252
	Iteration 9Q: 3 clusters Score -210879 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -210895.796875 Penalty: 4002.083252
	Iteration 10Q: 3 clusters Score -210895.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -210907.484375 Penalty: 4002.083252
	Iteration 11Q: 3 clusters Score -210907.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -210915.250000 Penalty: 4002.083252
	Iteration 12Q: 3 clusters Score -210915.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -210925.546875 Penalty: 4002.083252
	Iteration 13Q: 3 clusters Score -210925.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -210934.859375 Penalty: 4002.083252
	Iteration 14Q: 3 clusters Score -210934.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -210946.062500 Penalty: 4002.083252
	Iteration 15Q: 3 clusters Score -210946.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -210957.968750 Penalty: 4002.083252
	Iteration 16Q: 3 clusters Score -210958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -210968.812500 Penalty: 4002.083252
	Iteration 17Q: 3 clusters Score -210968.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -210982.171875 Penalty: 4002.083252
	Iteration 18Q: 3 clusters Score -210982.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -211001.671875 Penalty: 4002.083252
	Iteration 19Q: 3 clusters Score -211001.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -211019.578125 Penalty: 4002.083252
	Iteration 20F: 3 clusters Score -211019.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -211035.515625 Penalty: 4002.083252
	Iteration 21Q: 3 clusters Score -211035.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -211060.281250 Penalty: 4002.083252
	Iteration 22Q: 3 clusters Score -211060.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -211100.468750 Penalty: 4002.083252
	Iteration 23Q: 3 clusters Score -211100.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -211184.000000 Penalty: 4002.083252
	Iteration 24Q: 3 clusters Score -211184 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -211278.515625 Penalty: 4002.083252
	Iteration 25Q: 3 clusters Score -211278.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -211395.984375 Penalty: 4002.083252
	Iteration 26Q: 3 clusters Score -211396 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -211480.187500 Penalty: 4002.083252
	Iteration 27Q: 3 clusters Score -211480.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -211521.734375 Penalty: 4002.083252
	Iteration 28Q: 3 clusters Score -211521.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -211562.890625 Penalty: 4002.083252
	Iteration 29Q: 3 clusters Score -211562.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -211601.312500 Penalty: 4002.083252
	Iteration 30Q: 3 clusters Score -211601.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -211635.718750 Penalty: 4002.083252
	Iteration 31Q: 3 clusters Score -211635.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -211662.640625 Penalty: 4002.083252
	Iteration 32Q: 3 clusters Score -211662.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -211674.468750 Penalty: 4002.083252
	Iteration 33Q: 3 clusters Score -211674.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -211685.781250 Penalty: 4002.083252
	Iteration 34Q: 3 clusters Score -211685.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -211693.875000 Penalty: 4002.083252
	Iteration 35Q: 3 clusters Score -211693.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -211699.921875 Penalty: 4002.083252
	Iteration 36Q: 3 clusters Score -211699.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -211705.828125 Penalty: 4002.083252
	Iteration 37Q: 3 clusters Score -211705.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -211708.531250 Penalty: 4002.083252
	Iteration 38Q: 3 clusters Score -211708.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -211710.265625 Penalty: 4002.083252
	Iteration 39Q: 3 clusters Score -211710.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -211710.750000 Penalty: 4002.083252
	Iteration 40F: 3 clusters Score -211710.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -211711.453125 Penalty: 4002.083252
	Iteration 41Q: 3 clusters Score -211711.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -211711.890625 Penalty: 4002.083252
	Iteration 42Q: 3 clusters Score -211711.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -211711.890625 Penalty: 4002.083252
	Iteration 43F: 3 clusters Score -211711.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Entering Unmasked Estep 
Score: -216512.515625 Penalty: 1987.144897
	Iteration 0F: 2 clusters Score -216512.5 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 1500 members 
Entering Unmasked Estep 
Score: -213241.140625 Penalty: 3974.289795
	Iteration 0F: 3 clusters Score -213241.1 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -213932.109375 Penalty: 3974.289795
	Iteration 1F: 3 clusters Score -213932.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -214145.562500 Penalty: 3974.289795
	Iteration 2F: 3 clusters Score -214145.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -214286.921875 Penalty: 3974.289795
	Iteration 3F: 3 clusters Score -214286.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -214409.140625 Penalty: 3974.289795
	Iteration 4Q: 3 clusters Score -214409.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -214494.453125 Penalty: 3974.289795
	Iteration 5Q: 3 clusters Score -214494.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -214558.312500 Penalty: 3974.289795
	Iteration 6Q: 3 clusters Score -214558.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -214623.718750 Penalty: 3974.289795
	Iteration 7Q: 3 clusters Score -214623.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -214717.656250 Penalty: 3974.289795
	Iteration 8Q: 3 clusters Score -214717.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -214825.578125 Penalty: 3974.289795
	Iteration 9Q: 3 clusters Score -214825.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -214912.125000 Penalty: 3974.289795
	Iteration 10Q: 3 clusters Score -214912.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -214982.500000 Penalty: 3974.289795
	Iteration 11Q: 3 clusters Score -214982.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -215072.734375 Penalty: 3974.289795
	Iteration 12Q: 3 clusters Score -215072.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -215144.125000 Penalty: 3974.289795
	Iteration 13Q: 3 clusters Score -215144.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -215197.875000 Penalty: 3974.289795
	Iteration 14Q: 3 clusters Score -215197.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -215233.031250 Penalty: 3974.289795
	Iteration 15Q: 3 clusters Score -215233 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -215260.078125 Penalty: 3974.289795
	Iteration 16Q: 3 clusters Score -215260.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -215284.125000 Penalty: 3974.289795
	Iteration 17Q: 3 clusters Score -215284.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -215307.484375 Penalty: 3974.289795
	Iteration 18Q: 3 clusters Score -215307.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -215324.671875 Penalty: 3974.289795
	Iteration 19Q: 3 clusters Score -215324.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -215341.921875 Penalty: 3974.289795
	Iteration 20F: 3 clusters Score -215341.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -215351.062500 Penalty: 3974.289795
	Iteration 21Q: 3 clusters Score -215351.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -215352.968750 Penalty: 3974.289795
	Iteration 22Q: 3 clusters Score -215353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -215355.234375 Penalty: 3974.289795
	Iteration 23Q: 3 clusters Score -215355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -215356.015625 Penalty: 3974.289795
	Iteration 24Q: 3 clusters Score -215356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -215356.781250 Penalty: 3974.289795
	Iteration 25Q: 3 clusters Score -215356.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -215357.218750 Penalty: 3974.289795
	Iteration 26Q: 3 clusters Score -215357.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -215357.375000 Penalty: 3974.289795
	Iteration 27Q: 3 clusters Score -215357.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -215358.328125 Penalty: 3974.289795
	Iteration 28Q: 3 clusters Score -215358.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -215358.281250 Penalty: 3974.289795
	Iteration 29Q: 3 clusters Score -215358.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -215358.281250 Penalty: 3974.289795
	Iteration 30F: 3 clusters Score -215358.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Entering Unmasked Estep 
Score: -794465.750000 Penalty: 2303.043945
	Iteration 0F: 2 clusters Score -794465.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -786281.875000 Penalty: 4606.087891
	Iteration 0F: 3 clusters Score -786281.9 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -788765.000000 Penalty: 4606.087891
	Iteration 1F: 3 clusters Score -788765 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -789114.812500 Penalty: 4606.087891
	Iteration 2F: 3 clusters Score -789114.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -789355.375000 Penalty: 4606.087891
	Iteration 3F: 3 clusters Score -789355.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -789525.312500 Penalty: 4606.087891
	Iteration 4Q: 3 clusters Score -789525.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -789670.812500 Penalty: 4606.087891
	Iteration 5Q: 3 clusters Score -789670.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -789792.312500 Penalty: 4606.087891
	Iteration 6Q: 3 clusters Score -789792.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -789891.812500 Penalty: 4606.087891
	Iteration 7Q: 3 clusters Score -789891.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -790008.312500 Penalty: 4606.087891
	Iteration 8Q: 3 clusters Score -790008.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -790144.125000 Penalty: 4606.087891
	Iteration 9Q: 3 clusters Score -790144.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -790310.062500 Penalty: 4606.087891
	Iteration 10Q: 3 clusters Score -790310.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -790523.000000 Penalty: 4606.087891
	Iteration 11Q: 3 clusters Score -790523 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -790726.500000 Penalty: 4606.087891
	Iteration 12Q: 3 clusters Score -790726.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -790915.375000 Penalty: 4606.087891
	Iteration 13Q: 3 clusters Score -790915.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -791105.062500 Penalty: 4606.087891
	Iteration 14Q: 3 clusters Score -791105.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -791301.125000 Penalty: 4606.087891
	Iteration 15Q: 3 clusters Score -791301.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -791477.187500 Penalty: 4606.087891
	Iteration 16Q: 3 clusters Score -791477.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -791631.937500 Penalty: 4606.087891
	Iteration 17Q: 3 clusters Score -791631.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -791760.125000 Penalty: 4606.087891
	Iteration 18Q: 3 clusters Score -791760.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -791849.125000 Penalty: 4606.087891
	Iteration 19Q: 3 clusters Score -791849.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -791911.437500 Penalty: 4606.087891
	Iteration 20F: 3 clusters Score -791911.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -791955.937500 Penalty: 4606.087891
	Iteration 21Q: 3 clusters Score -791955.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -791986.500000 Penalty: 4606.087891
	Iteration 22Q: 3 clusters Score -791986.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -792006.375000 Penalty: 4606.087891
	Iteration 23Q: 3 clusters Score -792006.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -792027.000000 Penalty: 4606.087891
	Iteration 24Q: 3 clusters Score -792027 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -792042.062500 Penalty: 4606.087891
	Iteration 25Q: 3 clusters Score -792042.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -792050.187500 Penalty: 4606.087891
	Iteration 26Q: 3 clusters Score -792050.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -792057.875000 Penalty: 4606.087891
	Iteration 27Q: 3 clusters Score -792057.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -792065.000000 Penalty: 4606.087891
	Iteration 28Q: 3 clusters Score -792065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -792068.625000 Penalty: 4606.087891
	Iteration 29Q: 3 clusters Score -792068.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -792075.437500 Penalty: 4606.087891
	Iteration 30Q: 3 clusters Score -792075.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -792077.875000 Penalty: 4606.087891
	Iteration 31Q: 3 clusters Score -792077.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -792079.875000 Penalty: 4606.087891
	Iteration 32Q: 3 clusters Score -792079.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -792083.812500 Penalty: 4606.087891
	Iteration 33Q: 3 clusters Score -792083.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -792087.875000 Penalty: 4606.087891
	Iteration 34Q: 3 clusters Score -792087.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -792092.500000 Penalty: 4606.087891
	Iteration 35Q: 3 clusters Score -792092.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -792093.750000 Penalty: 4606.087891
	Iteration 36Q: 3 clusters Score -792093.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -792094.437500 Penalty: 4606.087891
	Iteration 37Q: 3 clusters Score -792094.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -792097.187500 Penalty: 4606.087891
	Iteration 38Q: 3 clusters Score -792097.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -792101.812500 Penalty: 4606.087891
	Iteration 39Q: 3 clusters Score -792101.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -792105.562500 Penalty: 4606.087891
	Iteration 40F: 3 clusters Score -792105.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -792106.562500 Penalty: 4606.087891
	Iteration 41Q: 3 clusters Score -792106.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -792110.312500 Penalty: 4606.087891
	Iteration 42Q: 3 clusters Score -792110.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -792113.437500 Penalty: 4606.087891
	Iteration 43Q: 3 clusters Score -792113.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -792114.562500 Penalty: 4606.087891
	Iteration 44Q: 3 clusters Score -792114.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -792119.562500 Penalty: 4606.087891
	Iteration 45Q: 3 clusters Score -792119.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -792123.750000 Penalty: 4606.087891
	Iteration 46Q: 3 clusters Score -792123.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -792128.250000 Penalty: 4606.087891
	Iteration 47Q: 3 clusters Score -792128.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -792140.187500 Penalty: 4606.087891
	Iteration 48Q: 3 clusters Score -792140.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -792145.687500 Penalty: 4606.087891
	Iteration 49Q: 3 clusters Score -792145.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -792147.500000 Penalty: 4606.087891
	Iteration 50Q: 3 clusters Score -792147.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -792154.062500 Penalty: 4606.087891
	Iteration 51Q: 3 clusters Score -792154.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -792158.750000 Penalty: 4606.087891
	Iteration 52Q: 3 clusters Score -792158.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -792164.937500 Penalty: 4606.087891
	Iteration 53Q: 3 clusters Score -792164.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -792170.187500 Penalty: 4606.087891
	Iteration 54Q: 3 clusters Score -792170.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -792176.000000 Penalty: 4606.087891
	Iteration 55Q: 3 clusters Score -792176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -792178.687500 Penalty: 4606.087891
	Iteration 56Q: 3 clusters Score -792178.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -792183.750000 Penalty: 4606.087891
	Iteration 57Q: 3 clusters Score -792183.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -792186.687500 Penalty: 4606.087891
	Iteration 58Q: 3 clusters Score -792186.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -792191.937500 Penalty: 4606.087891
	Iteration 59Q: 3 clusters Score -792191.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -792194.312500 Penalty: 4606.087891
	Iteration 60F: 3 clusters Score -792194.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -792198.937500 Penalty: 4606.087891
	Iteration 61Q: 3 clusters Score -792198.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -792204.625000 Penalty: 4606.087891
	Iteration 62Q: 3 clusters Score -792204.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -792206.375000 Penalty: 4606.087891
	Iteration 63Q: 3 clusters Score -792206.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -792210.062500 Penalty: 4606.087891
	Iteration 64Q: 3 clusters Score -792210.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -792213.875000 Penalty: 4606.087891
	Iteration 65Q: 3 clusters Score -792213.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -792216.187500 Penalty: 4606.087891
	Iteration 66Q: 3 clusters Score -792216.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -792220.750000 Penalty: 4606.087891
	Iteration 67Q: 3 clusters Score -792220.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -792224.875000 Penalty: 4606.087891
	Iteration 68Q: 3 clusters Score -792224.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -792234.062500 Penalty: 4606.087891
	Iteration 69Q: 3 clusters Score -792234.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -792239.875000 Penalty: 4606.087891
	Iteration 70Q: 3 clusters Score -792239.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -792246.937500 Penalty: 4606.087891
	Iteration 71Q: 3 clusters Score -792246.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -792250.312500 Penalty: 4606.087891
	Iteration 72Q: 3 clusters Score -792250.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -792253.937500 Penalty: 4606.087891
	Iteration 73Q: 3 clusters Score -792253.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -792256.187500 Penalty: 4606.087891
	Iteration 74Q: 3 clusters Score -792256.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -792262.875000 Penalty: 4606.087891
	Iteration 75Q: 3 clusters Score -792262.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -792268.125000 Penalty: 4606.087891
	Iteration 76Q: 3 clusters Score -792268.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -792270.250000 Penalty: 4606.087891
	Iteration 77Q: 3 clusters Score -792270.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -792276.437500 Penalty: 4606.087891
	Iteration 78Q: 3 clusters Score -792276.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -792277.187500 Penalty: 4606.087891
	Iteration 79Q: 3 clusters Score -792277.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -792278.625000 Penalty: 4606.087891
	Iteration 80F: 3 clusters Score -792278.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -792279.437500 Penalty: 4606.087891
	Iteration 81Q: 3 clusters Score -792279.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -792283.062500 Penalty: 4606.087891
	Iteration 82Q: 3 clusters Score -792283.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -792283.437500 Penalty: 4606.087891
	Iteration 83Q: 3 clusters Score -792283.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -792285.625000 Penalty: 4606.087891
	Iteration 84Q: 3 clusters Score -792285.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -792288.750000 Penalty: 4606.087891
	Iteration 85Q: 3 clusters Score -792288.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -792291.437500 Penalty: 4606.087891
	Iteration 86Q: 3 clusters Score -792291.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -792291.812500 Penalty: 4606.087891
	Iteration 87Q: 3 clusters Score -792291.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -792296.500000 Penalty: 4606.087891
	Iteration 88Q: 3 clusters Score -792296.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -792295.687500 Penalty: 4606.087891
	Iteration 89Q: 3 clusters Score -792295.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -792294.500000 Penalty: 4606.087891
	Iteration 90Q: 3 clusters Score -792294.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -792295.687500 Penalty: 4606.087891
	Iteration 91Q: 3 clusters Score -792295.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -792299.187500 Penalty: 4606.087891
	Iteration 92Q: 3 clusters Score -792299.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -792298.062500 Penalty: 4606.087891
	Iteration 93Q: 3 clusters Score -792298.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -792300.750000 Penalty: 4606.087891
	Iteration 94Q: 3 clusters Score -792300.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -792301.875000 Penalty: 4606.087891
	Iteration 95Q: 3 clusters Score -792301.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -792305.625000 Penalty: 4606.087891
	Iteration 96Q: 3 clusters Score -792305.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -792304.312500 Penalty: 4606.087891
	Iteration 97Q: 3 clusters Score -792304.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -792308.812500 Penalty: 4606.087891
	Iteration 98Q: 3 clusters Score -792308.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -792311.250000 Penalty: 4606.087891
	Iteration 99Q: 3 clusters Score -792311.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -792316.375000 Penalty: 4606.087891
	Iteration 100F: 3 clusters Score -792316.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -792320.062500 Penalty: 4606.087891
	Iteration 101Q: 3 clusters Score -792320.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -792323.687500 Penalty: 4606.087891
	Iteration 102Q: 3 clusters Score -792323.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -792327.125000 Penalty: 4606.087891
	Iteration 103Q: 3 clusters Score -792327.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -792330.500000 Penalty: 4606.087891
	Iteration 104Q: 3 clusters Score -792330.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -792332.687500 Penalty: 4606.087891
	Iteration 105Q: 3 clusters Score -792332.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -792336.437500 Penalty: 4606.087891
	Iteration 106Q: 3 clusters Score -792336.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -792339.000000 Penalty: 4606.087891
	Iteration 107Q: 3 clusters Score -792339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -792342.062500 Penalty: 4606.087891
	Iteration 108Q: 3 clusters Score -792342.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -792344.812500 Penalty: 4606.087891
	Iteration 109Q: 3 clusters Score -792344.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -792352.750000 Penalty: 4606.087891
	Iteration 110Q: 3 clusters Score -792352.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -792357.437500 Penalty: 4606.087891
	Iteration 111Q: 3 clusters Score -792357.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -792358.250000 Penalty: 4606.087891
	Iteration 112Q: 3 clusters Score -792358.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -792360.000000 Penalty: 4606.087891
	Iteration 113Q: 3 clusters Score -792360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -792364.812500 Penalty: 4606.087891
	Iteration 114Q: 3 clusters Score -792364.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -792370.250000 Penalty: 4606.087891
	Iteration 115Q: 3 clusters Score -792370.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -792374.187500 Penalty: 4606.087891
	Iteration 116Q: 3 clusters Score -792374.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -792377.312500 Penalty: 4606.087891
	Iteration 117Q: 3 clusters Score -792377.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -792381.187500 Penalty: 4606.087891
	Iteration 118Q: 3 clusters Score -792381.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -792384.187500 Penalty: 4606.087891
	Iteration 119Q: 3 clusters Score -792384.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -792389.250000 Penalty: 4606.087891
	Iteration 120F: 3 clusters Score -792389.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -792391.562500 Penalty: 4606.087891
	Iteration 121Q: 3 clusters Score -792391.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -792393.562500 Penalty: 4606.087891
	Iteration 122Q: 3 clusters Score -792393.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -792398.375000 Penalty: 4606.087891
	Iteration 123Q: 3 clusters Score -792398.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -792399.062500 Penalty: 4606.087891
	Iteration 124Q: 3 clusters Score -792399.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -792402.937500 Penalty: 4606.087891
	Iteration 125Q: 3 clusters Score -792402.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -792410.125000 Penalty: 4606.087891
	Iteration 126Q: 3 clusters Score -792410.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -792411.875000 Penalty: 4606.087891
	Iteration 127Q: 3 clusters Score -792411.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -792416.875000 Penalty: 4606.087891
	Iteration 128Q: 3 clusters Score -792416.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -792423.625000 Penalty: 4606.087891
	Iteration 129Q: 3 clusters Score -792423.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -792431.812500 Penalty: 4606.087891
	Iteration 130Q: 3 clusters Score -792431.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -792436.562500 Penalty: 4606.087891
	Iteration 131Q: 3 clusters Score -792436.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -792444.062500 Penalty: 4606.087891
	Iteration 132Q: 3 clusters Score -792444.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -792452.500000 Penalty: 4606.087891
	Iteration 133Q: 3 clusters Score -792452.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -792456.187500 Penalty: 4606.087891
	Iteration 134Q: 3 clusters Score -792456.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -792462.875000 Penalty: 4606.087891
	Iteration 135Q: 3 clusters Score -792462.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -792471.062500 Penalty: 4606.087891
	Iteration 136Q: 3 clusters Score -792471.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -792481.750000 Penalty: 4606.087891
	Iteration 137Q: 3 clusters Score -792481.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -792492.062500 Penalty: 4606.087891
	Iteration 138Q: 3 clusters Score -792492.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -792506.000000 Penalty: 4606.087891
	Iteration 139Q: 3 clusters Score -792506 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -792517.125000 Penalty: 4606.087891
	Iteration 140F: 3 clusters Score -792517.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -792529.750000 Penalty: 4606.087891
	Iteration 141Q: 3 clusters Score -792529.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -792535.312500 Penalty: 4606.087891
	Iteration 142Q: 3 clusters Score -792535.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -792539.375000 Penalty: 4606.087891
	Iteration 143Q: 3 clusters Score -792539.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -792543.500000 Penalty: 4606.087891
	Iteration 144Q: 3 clusters Score -792543.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -792552.812500 Penalty: 4606.087891
	Iteration 145Q: 3 clusters Score -792552.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -792558.375000 Penalty: 4606.087891
	Iteration 146Q: 3 clusters Score -792558.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -792564.562500 Penalty: 4606.087891
	Iteration 147Q: 3 clusters Score -792564.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -792571.875000 Penalty: 4606.087891
	Iteration 148Q: 3 clusters Score -792571.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -792580.812500 Penalty: 4606.087891
	Iteration 149Q: 3 clusters Score -792580.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -792588.250000 Penalty: 4606.087891
	Iteration 150Q: 3 clusters Score -792588.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -792594.812500 Penalty: 4606.087891
	Iteration 151Q: 3 clusters Score -792594.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -792599.312500 Penalty: 4606.087891
	Iteration 152Q: 3 clusters Score -792599.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -792603.812500 Penalty: 4606.087891
	Iteration 153Q: 3 clusters Score -792603.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -792606.687500 Penalty: 4606.087891
	Iteration 154Q: 3 clusters Score -792606.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -792608.000000 Penalty: 4606.087891
	Iteration 155Q: 3 clusters Score -792608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -792611.062500 Penalty: 4606.087891
	Iteration 156Q: 3 clusters Score -792611.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -792611.562500 Penalty: 4606.087891
	Iteration 157Q: 3 clusters Score -792611.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -792612.437500 Penalty: 4606.087891
	Iteration 158Q: 3 clusters Score -792612.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -792617.125000 Penalty: 4606.087891
	Iteration 159Q: 3 clusters Score -792617.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -792616.875000 Penalty: 4606.087891
	Iteration 160F: 3 clusters Score -792616.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -792621.125000 Penalty: 4606.087891
	Iteration 161Q: 3 clusters Score -792621.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -792627.562500 Penalty: 4606.087891
	Iteration 162Q: 3 clusters Score -792627.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -792629.250000 Penalty: 4606.087891
	Iteration 163Q: 3 clusters Score -792629.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -792631.937500 Penalty: 4606.087891
	Iteration 164Q: 3 clusters Score -792631.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -792635.812500 Penalty: 4606.087891
	Iteration 165Q: 3 clusters Score -792635.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -792640.062500 Penalty: 4606.087891
	Iteration 166Q: 3 clusters Score -792640.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -792644.437500 Penalty: 4606.087891
	Iteration 167Q: 3 clusters Score -792644.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -792641.375000 Penalty: 4606.087891
	Iteration 168Q: 3 clusters Score -792641.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -792647.875000 Penalty: 4606.087891
	Iteration 169Q: 3 clusters Score -792647.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -792650.375000 Penalty: 4606.087891
	Iteration 170Q: 3 clusters Score -792650.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -792653.625000 Penalty: 4606.087891
	Iteration 171Q: 3 clusters Score -792653.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -792653.562500 Penalty: 4606.087891
	Iteration 172Q: 3 clusters Score -792653.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -792659.625000 Penalty: 4606.087891
	Iteration 173Q: 3 clusters Score -792659.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -792660.750000 Penalty: 4606.087891
	Iteration 174Q: 3 clusters Score -792660.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -792664.375000 Penalty: 4606.087891
	Iteration 175Q: 3 clusters Score -792664.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -792662.687500 Penalty: 4606.087891
	Iteration 176Q: 3 clusters Score -792662.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -792663.437500 Penalty: 4606.087891
	Iteration 177Q: 3 clusters Score -792663.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -792662.875000 Penalty: 4606.087891
	Iteration 178Q: 3 clusters Score -792662.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -792664.125000 Penalty: 4606.087891
	Iteration 179Q: 3 clusters Score -792664.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -792662.375000 Penalty: 4606.087891
	Iteration 180F: 3 clusters Score -792662.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -792664.500000 Penalty: 4606.087891
	Iteration 181Q: 3 clusters Score -792664.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -792665.250000 Penalty: 4606.087891
	Iteration 182Q: 3 clusters Score -792665.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -792665.250000 Penalty: 4606.087891
	Iteration 183F: 3 clusters Score -792665.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Entering Unmasked Estep 
Score: -443904.031250 Penalty: 2157.148682
	Iteration 0F: 2 clusters Score -443904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -438691.500000 Penalty: 4314.297363
	Iteration 0F: 3 clusters Score -438691.5 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -439951.531250 Penalty: 4314.297363
	Iteration 1F: 3 clusters Score -439951.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -440207.812500 Penalty: 4314.297363
	Iteration 2F: 3 clusters Score -440207.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -440359.812500 Penalty: 4314.297363
	Iteration 3F: 3 clusters Score -440359.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -440463.187500 Penalty: 4314.297363
	Iteration 4Q: 3 clusters Score -440463.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -440537.625000 Penalty: 4314.297363
	Iteration 5Q: 3 clusters Score -440537.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -440601.781250 Penalty: 4314.297363
	Iteration 6Q: 3 clusters Score -440601.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -440665.937500 Penalty: 4314.297363
	Iteration 7Q: 3 clusters Score -440665.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -440743.812500 Penalty: 4314.297363
	Iteration 8Q: 3 clusters Score -440743.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -440820.000000 Penalty: 4314.297363
	Iteration 9Q: 3 clusters Score -440820 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -440899.406250 Penalty: 4314.297363
	Iteration 10Q: 3 clusters Score -440899.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -440998.125000 Penalty: 4314.297363
	Iteration 11Q: 3 clusters Score -440998.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -441098.250000 Penalty: 4314.297363
	Iteration 12Q: 3 clusters Score -441098.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -441205.687500 Penalty: 4314.297363
	Iteration 13Q: 3 clusters Score -441205.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -441306.750000 Penalty: 4314.297363
	Iteration 14Q: 3 clusters Score -441306.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -441409.125000 Penalty: 4314.297363
	Iteration 15Q: 3 clusters Score -441409.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -441495.375000 Penalty: 4314.297363
	Iteration 16Q: 3 clusters Score -441495.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -441568.781250 Penalty: 4314.297363
	Iteration 17Q: 3 clusters Score -441568.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -441648.531250 Penalty: 4314.297363
	Iteration 18Q: 3 clusters Score -441648.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -441712.562500 Penalty: 4314.297363
	Iteration 19Q: 3 clusters Score -441712.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -441769.406250 Penalty: 4314.297363
	Iteration 20F: 3 clusters Score -441769.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -441816.656250 Penalty: 4314.297363
	Iteration 21Q: 3 clusters Score -441816.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -441859.437500 Penalty: 4314.297363
	Iteration 22Q: 3 clusters Score -441859.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -441889.218750 Penalty: 4314.297363
	Iteration 23Q: 3 clusters Score -441889.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -441920.218750 Penalty: 4314.297363
	Iteration 24Q: 3 clusters Score -441920.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -441944.281250 Penalty: 4314.297363
	Iteration 25Q: 3 clusters Score -441944.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -441962.812500 Penalty: 4314.297363
	Iteration 26Q: 3 clusters Score -441962.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -441980.875000 Penalty: 4314.297363
	Iteration 27Q: 3 clusters Score -441980.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -441992.625000 Penalty: 4314.297363
	Iteration 28Q: 3 clusters Score -441992.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -442006.250000 Penalty: 4314.297363
	Iteration 29Q: 3 clusters Score -442006.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -442017.906250 Penalty: 4314.297363
	Iteration 30Q: 3 clusters Score -442017.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -442028.031250 Penalty: 4314.297363
	Iteration 31Q: 3 clusters Score -442028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -442037.281250 Penalty: 4314.297363
	Iteration 32Q: 3 clusters Score -442037.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -442045.343750 Penalty: 4314.297363
	Iteration 33Q: 3 clusters Score -442045.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -442053.968750 Penalty: 4314.297363
	Iteration 34Q: 3 clusters Score -442054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -442064.687500 Penalty: 4314.297363
	Iteration 35Q: 3 clusters Score -442064.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -442078.937500 Penalty: 4314.297363
	Iteration 36Q: 3 clusters Score -442078.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -442089.312500 Penalty: 4314.297363
	Iteration 37Q: 3 clusters Score -442089.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -442094.750000 Penalty: 4314.297363
	Iteration 38Q: 3 clusters Score -442094.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -442104.218750 Penalty: 4314.297363
	Iteration 39Q: 3 clusters Score -442104.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -442110.906250 Penalty: 4314.297363
	Iteration 40F: 3 clusters Score -442110.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -442114.937500 Penalty: 4314.297363
	Iteration 41Q: 3 clusters Score -442114.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -442117.812500 Penalty: 4314.297363
	Iteration 42Q: 3 clusters Score -442117.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -442120.656250 Penalty: 4314.297363
	Iteration 43Q: 3 clusters Score -442120.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -442122.781250 Penalty: 4314.297363
	Iteration 44Q: 3 clusters Score -442122.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -442123.937500 Penalty: 4314.297363
	Iteration 45Q: 3 clusters Score -442123.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -442123.937500 Penalty: 4314.297363
	Iteration 46F: 3 clusters Score -442123.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Entering Unmasked Estep 
Score: -177528.906250 Penalty: 1947.886475
	Iteration 0F: 2 clusters Score -177528.9 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 1314 members 
Entering Unmasked Estep 
Score: -174593.062500 Penalty: 3895.772949
	Iteration 0F: 3 clusters Score -174593.1 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -175481.046875 Penalty: 3895.772949
	Iteration 1F: 3 clusters Score -175481 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -176213.281250 Penalty: 3895.772949
	Iteration 2F: 3 clusters Score -176213.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -176598.421875 Penalty: 3895.772949
	Iteration 3F: 3 clusters Score -176598.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -176918.484375 Penalty: 3895.772949
	Iteration 4F: 3 clusters Score -176918.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -177456.453125 Penalty: 3895.772949
	Iteration 5F: 3 clusters Score -177456.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -177944.187500 Penalty: 3895.772949
	Iteration 6F: 3 clusters Score -177944.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -178119.609375 Penalty: 3895.772949
	Iteration 7Q: 3 clusters Score -178119.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -178258.062500 Penalty: 3895.772949
	Iteration 8Q: 3 clusters Score -178258.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -178360.578125 Penalty: 3895.772949
	Iteration 9Q: 3 clusters Score -178360.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -178423.843750 Penalty: 3895.772949
	Iteration 10Q: 3 clusters Score -178423.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -178457.265625 Penalty: 3895.772949
	Iteration 11Q: 3 clusters Score -178457.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -178487.468750 Penalty: 3895.772949
	Iteration 12Q: 3 clusters Score -178487.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -178517.718750 Penalty: 3895.772949
	Iteration 13Q: 3 clusters Score -178517.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -178526.500000 Penalty: 3895.772949
	Iteration 14Q: 3 clusters Score -178526.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -178533.187500 Penalty: 3895.772949
	Iteration 15Q: 3 clusters Score -178533.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -178535.609375 Penalty: 3895.772949
	Iteration 16Q: 3 clusters Score -178535.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -178536.734375 Penalty: 3895.772949
	Iteration 17Q: 3 clusters Score -178536.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -178537.640625 Penalty: 3895.772949
	Iteration 18Q: 3 clusters Score -178537.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -178537.640625 Penalty: 3895.772949
	Iteration 19F: 3 clusters Score -178537.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 207719 members 
Mstep: Class 3 contains 58721 members 
Mstep: Class 4 contains 6897 members 
Mstep: Class 5 contains 209034 members 
Mstep: Class 6 contains 9862 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80979 members 
Mstep: Class 10 contains 357683 members 
Mstep: Class 11 contains 43763 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130076 members 
Mstep: Class 17 contains 23847 members 
Mstep: Class 18 contains 27309 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11559 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12228 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13768 members 
Mstep: Class 27 contains 16040 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34002 members 
Mstep: Class 30 contains 9543 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29045 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9608 members 
Mstep: Class 37 contains 3193 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10791 members 
Mstep: Class 40 contains 5992 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2110 members 
Entering Unmasked Estep 
Score: -102299992.000000 Penalty: 158063.093750
Splitting cluster 41 changes total score from -102300624.000000 to -102299992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (1942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Entering Unmasked Estep 
Score: -141677.703125 Penalty: 1877.725464
	Iteration 0F: 2 clusters Score -141677.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -139090.906250 Penalty: 3755.450928
	Iteration 0F: 3 clusters Score -139090.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -139528.093750 Penalty: 3755.450928
	Iteration 1F: 3 clusters Score -139528.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -139678.484375 Penalty: 3755.450928
	Iteration 2F: 3 clusters Score -139678.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -139744.796875 Penalty: 3755.450928
	Iteration 3Q: 3 clusters Score -139744.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -139776.671875 Penalty: 3755.450928
	Iteration 4Q: 3 clusters Score -139776.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -139797.062500 Penalty: 3755.450928
	Iteration 5Q: 3 clusters Score -139797.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -139817.375000 Penalty: 3755.450928
	Iteration 6Q: 3 clusters Score -139817.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -139829.203125 Penalty: 3755.450928
	Iteration 7Q: 3 clusters Score -139829.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -139837.218750 Penalty: 3755.450928
	Iteration 8Q: 3 clusters Score -139837.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -139847.765625 Penalty: 3755.450928
	Iteration 9Q: 3 clusters Score -139847.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -139856.687500 Penalty: 3755.450928
	Iteration 10Q: 3 clusters Score -139856.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -139863.406250 Penalty: 3755.450928
	Iteration 11Q: 3 clusters Score -139863.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -139874.265625 Penalty: 3755.450928
	Iteration 12Q: 3 clusters Score -139874.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -139880.812500 Penalty: 3755.450928
	Iteration 13Q: 3 clusters Score -139880.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -139884.625000 Penalty: 3755.450928
	Iteration 14Q: 3 clusters Score -139884.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -139889.796875 Penalty: 3755.450928
	Iteration 15Q: 3 clusters Score -139889.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -139894.078125 Penalty: 3755.450928
	Iteration 16Q: 3 clusters Score -139894.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -139896.593750 Penalty: 3755.450928
	Iteration 17Q: 3 clusters Score -139896.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -139897.218750 Penalty: 3755.450928
	Iteration 18Q: 3 clusters Score -139897.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -139897.218750 Penalty: 3755.450928
	Iteration 19F: 3 clusters Score -139897.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Entering Unmasked Estep 
Score: -110866.039062 Penalty: 1836.562866
	Iteration 0F: 2 clusters Score -110866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -108455.757812 Penalty: 3673.125732
	Iteration 0F: 3 clusters Score -108455.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -108837.406250 Penalty: 3673.125732
	Iteration 1F: 3 clusters Score -108837.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -108967.601562 Penalty: 3673.125732
	Iteration 2F: 3 clusters Score -108967.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -109029.789062 Penalty: 3673.125732
	Iteration 3Q: 3 clusters Score -109029.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -109071.304688 Penalty: 3673.125732
	Iteration 4Q: 3 clusters Score -109071.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -109106.335938 Penalty: 3673.125732
	Iteration 5Q: 3 clusters Score -109106.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -109136.015625 Penalty: 3673.125732
	Iteration 6Q: 3 clusters Score -109136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -109154.750000 Penalty: 3673.125732
	Iteration 7Q: 3 clusters Score -109154.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -109170.335938 Penalty: 3673.125732
	Iteration 8Q: 3 clusters Score -109170.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -109181.140625 Penalty: 3673.125732
	Iteration 9Q: 3 clusters Score -109181.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -109192.234375 Penalty: 3673.125732
	Iteration 10Q: 3 clusters Score -109192.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -109199.296875 Penalty: 3673.125732
	Iteration 11Q: 3 clusters Score -109199.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -109208.078125 Penalty: 3673.125732
	Iteration 12Q: 3 clusters Score -109208.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -109227.843750 Penalty: 3673.125732
	Iteration 13Q: 3 clusters Score -109227.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -109258.750000 Penalty: 3673.125732
	Iteration 14Q: 3 clusters Score -109258.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -109290.664062 Penalty: 3673.125732
	Iteration 15Q: 3 clusters Score -109290.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -109330.953125 Penalty: 3673.125732
	Iteration 16Q: 3 clusters Score -109331 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -109387.242188 Penalty: 3673.125732
	Iteration 17Q: 3 clusters Score -109387.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -109440.476562 Penalty: 3673.125732
	Iteration 18Q: 3 clusters Score -109440.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -109492.593750 Penalty: 3673.125732
	Iteration 19Q: 3 clusters Score -109492.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -109534.226562 Penalty: 3673.125732
	Iteration 20F: 3 clusters Score -109534.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -109575.085938 Penalty: 3673.125732
	Iteration 21Q: 3 clusters Score -109575.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -109606.023438 Penalty: 3673.125732
	Iteration 22Q: 3 clusters Score -109606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -109639.218750 Penalty: 3673.125732
	Iteration 23Q: 3 clusters Score -109639.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -109678.921875 Penalty: 3673.125732
	Iteration 24Q: 3 clusters Score -109678.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -109717.609375 Penalty: 3673.125732
	Iteration 25Q: 3 clusters Score -109717.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -109747.375000 Penalty: 3673.125732
	Iteration 26Q: 3 clusters Score -109747.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -109767.031250 Penalty: 3673.125732
	Iteration 27Q: 3 clusters Score -109767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -109793.335938 Penalty: 3673.125732
	Iteration 28Q: 3 clusters Score -109793.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -109811.851562 Penalty: 3673.125732
	Iteration 29Q: 3 clusters Score -109811.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -109827.015625 Penalty: 3673.125732
	Iteration 30Q: 3 clusters Score -109827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -109834.968750 Penalty: 3673.125732
	Iteration 31Q: 3 clusters Score -109835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -109839.343750 Penalty: 3673.125732
	Iteration 32Q: 3 clusters Score -109839.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -109841.570312 Penalty: 3673.125732
	Iteration 33Q: 3 clusters Score -109841.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -109843.921875 Penalty: 3673.125732
	Iteration 34Q: 3 clusters Score -109843.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -109846.796875 Penalty: 3673.125732
	Iteration 35Q: 3 clusters Score -109846.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -109849.578125 Penalty: 3673.125732
	Iteration 36Q: 3 clusters Score -109849.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -109852.828125 Penalty: 3673.125732
	Iteration 37Q: 3 clusters Score -109852.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -109856.632812 Penalty: 3673.125732
	Iteration 38Q: 3 clusters Score -109856.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -109856.632812 Penalty: 3673.125732
	Iteration 39F: 3 clusters Score -109856.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -187417.546875 Penalty: 1956.678833
	Iteration 0F: 2 clusters Score -187417.5 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 1350 members 
Entering Unmasked Estep 
Score: -184418.343750 Penalty: 3913.357666
	Iteration 0F: 3 clusters Score -184418.3 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -185128.281250 Penalty: 3913.357666
	Iteration 1F: 3 clusters Score -185128.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -185424.562500 Penalty: 3913.357666
	Iteration 2F: 3 clusters Score -185424.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -185695.203125 Penalty: 3913.357666
	Iteration 3F: 3 clusters Score -185695.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -185944.171875 Penalty: 3913.357666
	Iteration 4F: 3 clusters Score -185944.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -186090.156250 Penalty: 3913.357666
	Iteration 5Q: 3 clusters Score -186090.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -186179.359375 Penalty: 3913.357666
	Iteration 6Q: 3 clusters Score -186179.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -186239.312500 Penalty: 3913.357666
	Iteration 7Q: 3 clusters Score -186239.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -186302.250000 Penalty: 3913.357666
	Iteration 8Q: 3 clusters Score -186302.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -186356.171875 Penalty: 3913.357666
	Iteration 9Q: 3 clusters Score -186356.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -186400.109375 Penalty: 3913.357666
	Iteration 10Q: 3 clusters Score -186400.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -186441.218750 Penalty: 3913.357666
	Iteration 11Q: 3 clusters Score -186441.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -186482.593750 Penalty: 3913.357666
	Iteration 12Q: 3 clusters Score -186482.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -186508.468750 Penalty: 3913.357666
	Iteration 13Q: 3 clusters Score -186508.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -186537.625000 Penalty: 3913.357666
	Iteration 14Q: 3 clusters Score -186537.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -186554.609375 Penalty: 3913.357666
	Iteration 15Q: 3 clusters Score -186554.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -186570.000000 Penalty: 3913.357666
	Iteration 16Q: 3 clusters Score -186570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -186581.046875 Penalty: 3913.357666
	Iteration 17Q: 3 clusters Score -186581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -186589.109375 Penalty: 3913.357666
	Iteration 18Q: 3 clusters Score -186589.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -186594.984375 Penalty: 3913.357666
	Iteration 19Q: 3 clusters Score -186595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -186597.453125 Penalty: 3913.357666
	Iteration 20F: 3 clusters Score -186597.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -186602.843750 Penalty: 3913.357666
	Iteration 21Q: 3 clusters Score -186602.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -186609.500000 Penalty: 3913.357666
	Iteration 22Q: 3 clusters Score -186609.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -186615.281250 Penalty: 3913.357666
	Iteration 23Q: 3 clusters Score -186615.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -186618.140625 Penalty: 3913.357666
	Iteration 24Q: 3 clusters Score -186618.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -186619.906250 Penalty: 3913.357666
	Iteration 25Q: 3 clusters Score -186619.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -186621.578125 Penalty: 3913.357666
	Iteration 26Q: 3 clusters Score -186621.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -186622.000000 Penalty: 3913.357666
	Iteration 27Q: 3 clusters Score -186622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -186622.000000 Penalty: 3913.357666
	Iteration 28F: 3 clusters Score -186622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 207719 members 
Mstep: Class 3 contains 58721 members 
Mstep: Class 4 contains 6897 members 
Mstep: Class 5 contains 209034 members 
Mstep: Class 6 contains 9862 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80979 members 
Mstep: Class 10 contains 357683 members 
Mstep: Class 11 contains 43763 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130076 members 
Mstep: Class 17 contains 23847 members 
Mstep: Class 18 contains 27309 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11559 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12228 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13768 members 
Mstep: Class 27 contains 16040 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34002 members 
Mstep: Class 30 contains 9543 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29045 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9608 members 
Mstep: Class 37 contains 3193 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10791 members 
Mstep: Class 40 contains 5992 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300568.000000 Penalty: 154550.578125
Iteration 319Q: 45 clusters Score -1.023006e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 207718 members 
Mstep: Class 3 contains 58689 members 
Mstep: Class 4 contains 6897 members 
Mstep: Class 5 contains 209165 members 
Mstep: Class 6 contains 9860 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80970 members 
Mstep: Class 10 contains 357664 members 
Mstep: Class 11 contains 43712 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130070 members 
Mstep: Class 17 contains 23848 members 
Mstep: Class 18 contains 27288 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11557 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 12225 members 
Mstep: Class 23 contains 10848 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13768 members 
Mstep: Class 27 contains 16039 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34013 members 
Mstep: Class 30 contains 9544 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29049 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9608 members 
Mstep: Class 37 contains 3193 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10792 members 
Mstep: Class 40 contains 5992 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300688.000000 Penalty: 154550.578125
Iteration 320F: 45 clusters Score -1.023007e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 207718 members 
Mstep: Class 3 contains 58660 members 
Mstep: Class 4 contains 6895 members 
Mstep: Class 5 contains 209302 members 
Mstep: Class 6 contains 9857 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80969 members 
Mstep: Class 10 contains 357630 members 
Mstep: Class 11 contains 43659 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130073 members 
Mstep: Class 17 contains 23848 members 
Mstep: Class 18 contains 27272 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11551 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 12223 members 
Mstep: Class 23 contains 10849 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 16035 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34025 members 
Mstep: Class 30 contains 9543 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29047 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9609 members 
Mstep: Class 37 contains 3191 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10794 members 
Mstep: Class 40 contains 5992 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300744.000000 Penalty: 154550.578125
Iteration 321Q: 45 clusters Score -1.023007e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 207721 members 
Mstep: Class 3 contains 58636 members 
Mstep: Class 4 contains 6892 members 
Mstep: Class 5 contains 209417 members 
Mstep: Class 6 contains 9855 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80971 members 
Mstep: Class 10 contains 357608 members 
Mstep: Class 11 contains 43592 members 
Mstep: Class 12 contains 4466 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7199 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130075 members 
Mstep: Class 17 contains 23862 members 
Mstep: Class 18 contains 27262 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11551 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 12223 members 
Mstep: Class 23 contains 10849 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 16034 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34024 members 
Mstep: Class 30 contains 9544 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29047 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9609 members 
Mstep: Class 37 contains 3186 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10794 members 
Mstep: Class 40 contains 5992 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300808.000000 Penalty: 154550.578125
Iteration 322Q: 45 clusters Score -1.023008e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 207723 members 
Mstep: Class 3 contains 58611 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 209540 members 
Mstep: Class 6 contains 9853 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80968 members 
Mstep: Class 10 contains 357569 members 
Mstep: Class 11 contains 43528 members 
Mstep: Class 12 contains 4466 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130088 members 
Mstep: Class 17 contains 23868 members 
Mstep: Class 18 contains 27255 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11556 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 12225 members 
Mstep: Class 23 contains 10849 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 16031 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34029 members 
Mstep: Class 30 contains 9543 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29043 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9609 members 
Mstep: Class 37 contains 3183 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10795 members 
Mstep: Class 40 contains 5992 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300752.000000 Penalty: 154550.578125
Iteration 323Q: 45 clusters Score -1.023008e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 207721 members 
Mstep: Class 3 contains 58588 members 
Mstep: Class 4 contains 6884 members 
Mstep: Class 5 contains 209650 members 
Mstep: Class 6 contains 9852 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80967 members 
Mstep: Class 10 contains 357539 members 
Mstep: Class 11 contains 43465 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130099 members 
Mstep: Class 17 contains 23875 members 
Mstep: Class 18 contains 27245 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11555 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 10848 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 16027 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34040 members 
Mstep: Class 30 contains 9543 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29042 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 9609 members 
Mstep: Class 37 contains 3181 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10795 members 
Mstep: Class 40 contains 5992 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300728.000000 Penalty: 154550.578125
Iteration 324Q: 45 clusters Score -1.023007e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 207720 members 
Mstep: Class 3 contains 58568 members 
Mstep: Class 4 contains 6879 members 
Mstep: Class 5 contains 209755 members 
Mstep: Class 6 contains 9852 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80967 members 
Mstep: Class 10 contains 357514 members 
Mstep: Class 11 contains 43397 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130103 members 
Mstep: Class 17 contains 23885 members 
Mstep: Class 18 contains 27235 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11554 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 12233 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 16022 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34056 members 
Mstep: Class 30 contains 9541 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29044 members 
Mstep: Class 35 contains 2566 members 
Mstep: Class 36 contains 9609 members 
Mstep: Class 37 contains 3181 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10794 members 
Mstep: Class 40 contains 5992 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300616.000000 Penalty: 154550.578125
Iteration 325Q: 45 clusters Score -1.023006e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 207715 members 
Mstep: Class 3 contains 58547 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 209864 members 
Mstep: Class 6 contains 9849 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80973 members 
Mstep: Class 10 contains 357491 members 
Mstep: Class 11 contains 43334 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130105 members 
Mstep: Class 17 contains 23892 members 
Mstep: Class 18 contains 27226 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11550 members 
Mstep: Class 21 contains 3919 members 
Mstep: Class 22 contains 12234 members 
Mstep: Class 23 contains 10848 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 16019 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34066 members 
Mstep: Class 30 contains 9541 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29048 members 
Mstep: Class 35 contains 2565 members 
Mstep: Class 36 contains 9609 members 
Mstep: Class 37 contains 3180 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10794 members 
Mstep: Class 40 contains 5991 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300688.000000 Penalty: 154550.578125
Iteration 326Q: 45 clusters Score -1.023007e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 207716 members 
Mstep: Class 3 contains 58528 members 
Mstep: Class 4 contains 6868 members 
Mstep: Class 5 contains 209974 members 
Mstep: Class 6 contains 9848 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80971 members 
Mstep: Class 10 contains 357463 members 
Mstep: Class 11 contains 43288 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130107 members 
Mstep: Class 17 contains 23897 members 
Mstep: Class 18 contains 27215 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11551 members 
Mstep: Class 21 contains 3918 members 
Mstep: Class 22 contains 12235 members 
Mstep: Class 23 contains 10849 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 16009 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34069 members 
Mstep: Class 30 contains 9541 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29049 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9609 members 
Mstep: Class 37 contains 3178 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10795 members 
Mstep: Class 40 contains 5991 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300784.000000 Penalty: 154550.578125
Iteration 327Q: 45 clusters Score -1.023008e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 207720 members 
Mstep: Class 3 contains 58512 members 
Mstep: Class 4 contains 6866 members 
Mstep: Class 5 contains 210088 members 
Mstep: Class 6 contains 9847 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80980 members 
Mstep: Class 10 contains 357430 members 
Mstep: Class 11 contains 43229 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130105 members 
Mstep: Class 17 contains 23896 members 
Mstep: Class 18 contains 27200 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11549 members 
Mstep: Class 21 contains 3918 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 10849 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 16004 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34075 members 
Mstep: Class 30 contains 9542 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29051 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9609 members 
Mstep: Class 37 contains 3177 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10795 members 
Mstep: Class 40 contains 5991 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300848.000000 Penalty: 154550.578125
Iteration 328Q: 45 clusters Score -1.023008e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 207721 members 
Mstep: Class 3 contains 58487 members 
Mstep: Class 4 contains 6861 members 
Mstep: Class 5 contains 210218 members 
Mstep: Class 6 contains 9846 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80983 members 
Mstep: Class 10 contains 357395 members 
Mstep: Class 11 contains 43170 members 
Mstep: Class 12 contains 4466 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130096 members 
Mstep: Class 17 contains 23898 members 
Mstep: Class 18 contains 27184 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11544 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 12234 members 
Mstep: Class 23 contains 10850 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 16004 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34089 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29053 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9609 members 
Mstep: Class 37 contains 3175 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10795 members 
Mstep: Class 40 contains 5991 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300744.000000 Penalty: 154550.578125
Iteration 329Q: 45 clusters Score -1.023007e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 207722 members 
Mstep: Class 3 contains 58461 members 
Mstep: Class 4 contains 6857 members 
Mstep: Class 5 contains 210350 members 
Mstep: Class 6 contains 9845 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80984 members 
Mstep: Class 10 contains 357365 members 
Mstep: Class 11 contains 43112 members 
Mstep: Class 12 contains 4466 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130087 members 
Mstep: Class 17 contains 23907 members 
Mstep: Class 18 contains 27170 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11539 members 
Mstep: Class 21 contains 3921 members 
Mstep: Class 22 contains 12232 members 
Mstep: Class 23 contains 10850 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 16000 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34096 members 
Mstep: Class 30 contains 9546 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29056 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9609 members 
Mstep: Class 37 contains 3173 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10795 members 
Mstep: Class 40 contains 5991 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300824.000000 Penalty: 154550.578125
Iteration 330Q: 45 clusters Score -1.023008e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 207723 members 
Mstep: Class 3 contains 58442 members 
Mstep: Class 4 contains 6857 members 
Mstep: Class 5 contains 210490 members 
Mstep: Class 6 contains 9842 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80982 members 
Mstep: Class 10 contains 357315 members 
Mstep: Class 11 contains 43055 members 
Mstep: Class 12 contains 4466 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7199 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130083 members 
Mstep: Class 17 contains 23911 members 
Mstep: Class 18 contains 27159 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11532 members 
Mstep: Class 21 contains 3922 members 
Mstep: Class 22 contains 12232 members 
Mstep: Class 23 contains 10850 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15994 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34103 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29061 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9609 members 
Mstep: Class 37 contains 3173 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10795 members 
Mstep: Class 40 contains 5991 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300808.000000 Penalty: 154550.578125
Iteration 331Q: 45 clusters Score -1.023008e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 207722 members 
Mstep: Class 3 contains 58431 members 
Mstep: Class 4 contains 6857 members 
Mstep: Class 5 contains 210624 members 
Mstep: Class 6 contains 9841 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80981 members 
Mstep: Class 10 contains 357272 members 
Mstep: Class 11 contains 42985 members 
Mstep: Class 12 contains 4466 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7199 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130080 members 
Mstep: Class 17 contains 23913 members 
Mstep: Class 18 contains 27148 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11530 members 
Mstep: Class 21 contains 3922 members 
Mstep: Class 22 contains 12230 members 
Mstep: Class 23 contains 10850 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15989 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34118 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29063 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9609 members 
Mstep: Class 37 contains 3168 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10796 members 
Mstep: Class 40 contains 5991 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300824.000000 Penalty: 154550.578125
Iteration 332Q: 45 clusters Score -1.023008e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 207727 members 
Mstep: Class 3 contains 58416 members 
Mstep: Class 4 contains 6856 members 
Mstep: Class 5 contains 210775 members 
Mstep: Class 6 contains 9836 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80976 members 
Mstep: Class 10 contains 357242 members 
Mstep: Class 11 contains 42904 members 
Mstep: Class 12 contains 4466 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130079 members 
Mstep: Class 17 contains 23916 members 
Mstep: Class 18 contains 27129 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11519 members 
Mstep: Class 21 contains 3922 members 
Mstep: Class 22 contains 12227 members 
Mstep: Class 23 contains 10850 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15986 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34135 members 
Mstep: Class 30 contains 9544 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29067 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9609 members 
Mstep: Class 37 contains 3167 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10796 members 
Mstep: Class 40 contains 5991 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300816.000000 Penalty: 154550.578125
Iteration 333Q: 45 clusters Score -1.023008e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 207731 members 
Mstep: Class 3 contains 58399 members 
Mstep: Class 4 contains 6852 members 
Mstep: Class 5 contains 210923 members 
Mstep: Class 6 contains 9831 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80973 members 
Mstep: Class 10 contains 357203 members 
Mstep: Class 11 contains 42821 members 
Mstep: Class 12 contains 4466 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130073 members 
Mstep: Class 17 contains 23929 members 
Mstep: Class 18 contains 27112 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11515 members 
Mstep: Class 21 contains 3922 members 
Mstep: Class 22 contains 12226 members 
Mstep: Class 23 contains 10850 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15985 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34144 members 
Mstep: Class 30 contains 9544 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29074 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9609 members 
Mstep: Class 37 contains 3168 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10796 members 
Mstep: Class 40 contains 5991 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300920.000000 Penalty: 154550.578125
Iteration 334Q: 45 clusters Score -1.023009e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 207734 members 
Mstep: Class 3 contains 58383 members 
Mstep: Class 4 contains 6843 members 
Mstep: Class 5 contains 211082 members 
Mstep: Class 6 contains 9822 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80974 members 
Mstep: Class 10 contains 357157 members 
Mstep: Class 11 contains 42739 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130074 members 
Mstep: Class 17 contains 23945 members 
Mstep: Class 18 contains 27097 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11506 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 12225 members 
Mstep: Class 23 contains 10850 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15979 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34154 members 
Mstep: Class 30 contains 9547 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29082 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9609 members 
Mstep: Class 37 contains 3162 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10796 members 
Mstep: Class 40 contains 5992 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301096.000000 Penalty: 154550.578125
Iteration 335Q: 45 clusters Score -1.023011e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 207738 members 
Mstep: Class 3 contains 58358 members 
Mstep: Class 4 contains 6836 members 
Mstep: Class 5 contains 211253 members 
Mstep: Class 6 contains 9819 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80979 members 
Mstep: Class 10 contains 357096 members 
Mstep: Class 11 contains 42647 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 6412 members 
Mstep: Class 16 contains 130077 members 
Mstep: Class 17 contains 23959 members 
Mstep: Class 18 contains 27080 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11493 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 12223 members 
Mstep: Class 23 contains 10851 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15969 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34182 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29100 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9609 members 
Mstep: Class 37 contains 3151 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10797 members 
Mstep: Class 40 contains 5993 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301104.000000 Penalty: 154550.578125
Iteration 336Q: 45 clusters Score -1.023011e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 207740 members 
Mstep: Class 3 contains 58335 members 
Mstep: Class 4 contains 6827 members 
Mstep: Class 5 contains 211402 members 
Mstep: Class 6 contains 9818 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80977 members 
Mstep: Class 10 contains 357051 members 
Mstep: Class 11 contains 42565 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 6412 members 
Mstep: Class 16 contains 130082 members 
Mstep: Class 17 contains 23967 members 
Mstep: Class 18 contains 27067 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11483 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 12222 members 
Mstep: Class 23 contains 10853 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15966 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34198 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2553 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29110 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9609 members 
Mstep: Class 37 contains 3144 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10801 members 
Mstep: Class 40 contains 5994 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301200.000000 Penalty: 154550.578125
Iteration 337Q: 45 clusters Score -1.023012e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 207741 members 
Mstep: Class 3 contains 58308 members 
Mstep: Class 4 contains 6810 members 
Mstep: Class 5 contains 211547 members 
Mstep: Class 6 contains 9818 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80987 members 
Mstep: Class 10 contains 356989 members 
Mstep: Class 11 contains 42489 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 6412 members 
Mstep: Class 16 contains 130090 members 
Mstep: Class 17 contains 23986 members 
Mstep: Class 18 contains 27056 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11483 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 12214 members 
Mstep: Class 23 contains 10855 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15963 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34212 members 
Mstep: Class 30 contains 9546 members 
Mstep: Class 31 contains 2554 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29116 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9609 members 
Mstep: Class 37 contains 3140 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10802 members 
Mstep: Class 40 contains 5996 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301296.000000 Penalty: 154550.578125
Iteration 338Q: 45 clusters Score -1.023013e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 207739 members 
Mstep: Class 3 contains 58283 members 
Mstep: Class 4 contains 6795 members 
Mstep: Class 5 contains 211678 members 
Mstep: Class 6 contains 9818 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80991 members 
Mstep: Class 10 contains 356946 members 
Mstep: Class 11 contains 42416 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130089 members 
Mstep: Class 17 contains 24001 members 
Mstep: Class 18 contains 27051 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11475 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 12210 members 
Mstep: Class 23 contains 10855 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 15962 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34233 members 
Mstep: Class 30 contains 9549 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29121 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9610 members 
Mstep: Class 37 contains 3138 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10803 members 
Mstep: Class 40 contains 5997 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301160.000000 Penalty: 154550.578125
Iteration 339Q: 45 clusters Score -1.023012e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 207741 members 
Mstep: Class 3 contains 58270 members 
Mstep: Class 4 contains 6779 members 
Mstep: Class 5 contains 211797 members 
Mstep: Class 6 contains 9819 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80995 members 
Mstep: Class 10 contains 356895 members 
Mstep: Class 11 contains 42344 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130095 members 
Mstep: Class 17 contains 24011 members 
Mstep: Class 18 contains 27049 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11463 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 12206 members 
Mstep: Class 23 contains 10855 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 15961 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34248 members 
Mstep: Class 30 contains 9551 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29135 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9611 members 
Mstep: Class 37 contains 3134 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10803 members 
Mstep: Class 40 contains 5998 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301224.000000 Penalty: 154550.578125
Iteration 340F: 45 clusters Score -1.023012e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 207743 members 
Mstep: Class 3 contains 58250 members 
Mstep: Class 4 contains 6770 members 
Mstep: Class 5 contains 211920 members 
Mstep: Class 6 contains 9814 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80991 members 
Mstep: Class 10 contains 356849 members 
Mstep: Class 11 contains 42276 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130104 members 
Mstep: Class 17 contains 24025 members 
Mstep: Class 18 contains 27050 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11455 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 12204 members 
Mstep: Class 23 contains 10852 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13765 members 
Mstep: Class 27 contains 15956 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34251 members 
Mstep: Class 30 contains 9554 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29150 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9612 members 
Mstep: Class 37 contains 3131 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10804 members 
Mstep: Class 40 contains 5998 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301248.000000 Penalty: 154550.578125
Iteration 341Q: 45 clusters Score -1.023012e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 207748 members 
Mstep: Class 3 contains 58227 members 
Mstep: Class 4 contains 6758 members 
Mstep: Class 5 contains 212084 members 
Mstep: Class 6 contains 9804 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80993 members 
Mstep: Class 10 contains 356801 members 
Mstep: Class 11 contains 42204 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7196 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130106 members 
Mstep: Class 17 contains 24036 members 
Mstep: Class 18 contains 27037 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11442 members 
Mstep: Class 21 contains 3922 members 
Mstep: Class 22 contains 12201 members 
Mstep: Class 23 contains 10851 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13768 members 
Mstep: Class 27 contains 15952 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34256 members 
Mstep: Class 30 contains 9560 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29156 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9612 members 
Mstep: Class 37 contains 3128 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10804 members 
Mstep: Class 40 contains 5998 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301344.000000 Penalty: 154550.578125
Iteration 342Q: 45 clusters Score -1.023013e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 207750 members 
Mstep: Class 3 contains 58210 members 
Mstep: Class 4 contains 6741 members 
Mstep: Class 5 contains 212251 members 
Mstep: Class 6 contains 9796 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80985 members 
Mstep: Class 10 contains 356759 members 
Mstep: Class 11 contains 42094 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 6412 members 
Mstep: Class 16 contains 130112 members 
Mstep: Class 17 contains 24052 members 
Mstep: Class 18 contains 27026 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11436 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 12202 members 
Mstep: Class 23 contains 10851 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13770 members 
Mstep: Class 27 contains 15951 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34274 members 
Mstep: Class 30 contains 9563 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29158 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9612 members 
Mstep: Class 37 contains 3128 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10805 members 
Mstep: Class 40 contains 5998 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301528.000000 Penalty: 154550.578125
Iteration 343Q: 45 clusters Score -1.023015e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 207753 members 
Mstep: Class 3 contains 58184 members 
Mstep: Class 4 contains 6726 members 
Mstep: Class 5 contains 212421 members 
Mstep: Class 6 contains 9789 members 
Mstep: Class 7 contains 4709 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80976 members 
Mstep: Class 10 contains 356734 members 
Mstep: Class 11 contains 41973 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7199 members 
Mstep: Class 15 contains 6411 members 
Mstep: Class 16 contains 130122 members 
Mstep: Class 17 contains 24067 members 
Mstep: Class 18 contains 27021 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11423 members 
Mstep: Class 21 contains 3924 members 
Mstep: Class 22 contains 12202 members 
Mstep: Class 23 contains 10849 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13772 members 
Mstep: Class 27 contains 15950 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34300 members 
Mstep: Class 30 contains 9561 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29156 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9612 members 
Mstep: Class 37 contains 3129 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10805 members 
Mstep: Class 40 contains 6000 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301488.000000 Penalty: 154550.578125
Iteration 344Q: 45 clusters Score -1.023015e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 207752 members 
Mstep: Class 3 contains 58156 members 
Mstep: Class 4 contains 6717 members 
Mstep: Class 5 contains 212615 members 
Mstep: Class 6 contains 9780 members 
Mstep: Class 7 contains 4710 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80974 members 
Mstep: Class 10 contains 356694 members 
Mstep: Class 11 contains 41836 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 6411 members 
Mstep: Class 16 contains 130128 members 
Mstep: Class 17 contains 24081 members 
Mstep: Class 18 contains 27015 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11415 members 
Mstep: Class 21 contains 3926 members 
Mstep: Class 22 contains 12201 members 
Mstep: Class 23 contains 10849 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12823 members 
Mstep: Class 26 contains 13772 members 
Mstep: Class 27 contains 15947 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34323 members 
Mstep: Class 30 contains 9564 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29158 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9612 members 
Mstep: Class 37 contains 3127 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10807 members 
Mstep: Class 40 contains 6000 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301376.000000 Penalty: 154550.578125
Iteration 345Q: 45 clusters Score -1.023014e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 207749 members 
Mstep: Class 3 contains 58127 members 
Mstep: Class 4 contains 6705 members 
Mstep: Class 5 contains 212786 members 
Mstep: Class 6 contains 9772 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80970 members 
Mstep: Class 10 contains 356646 members 
Mstep: Class 11 contains 41726 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7203 members 
Mstep: Class 15 contains 6411 members 
Mstep: Class 16 contains 130121 members 
Mstep: Class 17 contains 24097 members 
Mstep: Class 18 contains 27015 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11407 members 
Mstep: Class 21 contains 3925 members 
Mstep: Class 22 contains 12198 members 
Mstep: Class 23 contains 10849 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12822 members 
Mstep: Class 26 contains 13772 members 
Mstep: Class 27 contains 15947 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34367 members 
Mstep: Class 30 contains 9567 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29159 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9612 members 
Mstep: Class 37 contains 3123 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10806 members 
Mstep: Class 40 contains 6000 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301416.000000 Penalty: 154550.578125
Iteration 346Q: 45 clusters Score -1.023014e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 207749 members 
Mstep: Class 3 contains 58107 members 
Mstep: Class 4 contains 6695 members 
Mstep: Class 5 contains 212937 members 
Mstep: Class 6 contains 9768 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80971 members 
Mstep: Class 10 contains 356605 members 
Mstep: Class 11 contains 41622 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7203 members 
Mstep: Class 15 contains 6411 members 
Mstep: Class 16 contains 130119 members 
Mstep: Class 17 contains 24113 members 
Mstep: Class 18 contains 27016 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11397 members 
Mstep: Class 21 contains 3925 members 
Mstep: Class 22 contains 12195 members 
Mstep: Class 23 contains 10849 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12821 members 
Mstep: Class 26 contains 13771 members 
Mstep: Class 27 contains 15945 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34395 members 
Mstep: Class 30 contains 9570 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29159 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9611 members 
Mstep: Class 37 contains 3122 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10806 members 
Mstep: Class 40 contains 6000 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301432.000000 Penalty: 154550.578125
Iteration 347Q: 45 clusters Score -1.023014e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 207748 members 
Mstep: Class 3 contains 58083 members 
Mstep: Class 4 contains 6683 members 
Mstep: Class 5 contains 213110 members 
Mstep: Class 6 contains 9764 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80979 members 
Mstep: Class 10 contains 356550 members 
Mstep: Class 11 contains 41514 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7202 members 
Mstep: Class 15 contains 6411 members 
Mstep: Class 16 contains 130118 members 
Mstep: Class 17 contains 24115 members 
Mstep: Class 18 contains 27017 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11385 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 12193 members 
Mstep: Class 23 contains 10849 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12821 members 
Mstep: Class 26 contains 13771 members 
Mstep: Class 27 contains 15943 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34429 members 
Mstep: Class 30 contains 9571 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29165 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9611 members 
Mstep: Class 37 contains 3122 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10806 members 
Mstep: Class 40 contains 6000 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301272.000000 Penalty: 154550.578125
Iteration 348Q: 45 clusters Score -1.023013e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 207748 members 
Mstep: Class 3 contains 58060 members 
Mstep: Class 4 contains 6673 members 
Mstep: Class 5 contains 213262 members 
Mstep: Class 6 contains 9763 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80981 members 
Mstep: Class 10 contains 356503 members 
Mstep: Class 11 contains 41409 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6411 members 
Mstep: Class 16 contains 130119 members 
Mstep: Class 17 contains 24122 members 
Mstep: Class 18 contains 27018 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11375 members 
Mstep: Class 21 contains 3922 members 
Mstep: Class 22 contains 12194 members 
Mstep: Class 23 contains 10850 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12822 members 
Mstep: Class 26 contains 13770 members 
Mstep: Class 27 contains 15940 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34464 members 
Mstep: Class 30 contains 9573 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29163 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9611 members 
Mstep: Class 37 contains 3121 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10806 members 
Mstep: Class 40 contains 6000 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301240.000000 Penalty: 154550.578125
Iteration 349Q: 45 clusters Score -1.023012e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 207745 members 
Mstep: Class 3 contains 58036 members 
Mstep: Class 4 contains 6663 members 
Mstep: Class 5 contains 213442 members 
Mstep: Class 6 contains 9763 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80972 members 
Mstep: Class 10 contains 356464 members 
Mstep: Class 11 contains 41283 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6411 members 
Mstep: Class 16 contains 130123 members 
Mstep: Class 17 contains 24138 members 
Mstep: Class 18 contains 27018 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11362 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 12198 members 
Mstep: Class 23 contains 10851 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12822 members 
Mstep: Class 26 contains 13771 members 
Mstep: Class 27 contains 15937 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34492 members 
Mstep: Class 30 contains 9572 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29157 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9611 members 
Mstep: Class 37 contains 3119 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10805 members 
Mstep: Class 40 contains 6000 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301072.000000 Penalty: 154550.578125
Iteration 350Q: 45 clusters Score -1.023011e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 207741 members 
Mstep: Class 3 contains 58018 members 
Mstep: Class 4 contains 6657 members 
Mstep: Class 5 contains 213617 members 
Mstep: Class 6 contains 9760 members 
Mstep: Class 7 contains 4710 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80962 members 
Mstep: Class 10 contains 356422 members 
Mstep: Class 11 contains 41166 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7202 members 
Mstep: Class 15 contains 6411 members 
Mstep: Class 16 contains 130117 members 
Mstep: Class 17 contains 24154 members 
Mstep: Class 18 contains 27020 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11350 members 
Mstep: Class 21 contains 3925 members 
Mstep: Class 22 contains 12200 members 
Mstep: Class 23 contains 10850 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12821 members 
Mstep: Class 26 contains 13773 members 
Mstep: Class 27 contains 15937 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34517 members 
Mstep: Class 30 contains 9568 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29158 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9611 members 
Mstep: Class 37 contains 3117 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10805 members 
Mstep: Class 40 contains 6000 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301040.000000 Penalty: 154550.578125
Iteration 351Q: 45 clusters Score -1.02301e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 207737 members 
Mstep: Class 3 contains 57985 members 
Mstep: Class 4 contains 6646 members 
Mstep: Class 5 contains 213782 members 
Mstep: Class 6 contains 9759 members 
Mstep: Class 7 contains 4710 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80951 members 
Mstep: Class 10 contains 356392 members 
Mstep: Class 11 contains 41059 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7203 members 
Mstep: Class 15 contains 6411 members 
Mstep: Class 16 contains 130114 members 
Mstep: Class 17 contains 24172 members 
Mstep: Class 18 contains 27024 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11350 members 
Mstep: Class 21 contains 3925 members 
Mstep: Class 22 contains 12201 members 
Mstep: Class 23 contains 10850 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13773 members 
Mstep: Class 27 contains 15939 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34538 members 
Mstep: Class 30 contains 9565 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29154 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9611 members 
Mstep: Class 37 contains 3113 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10806 members 
Mstep: Class 40 contains 6000 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301144.000000 Penalty: 154550.578125
Iteration 352Q: 45 clusters Score -1.023011e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 207736 members 
Mstep: Class 3 contains 57969 members 
Mstep: Class 4 contains 6638 members 
Mstep: Class 5 contains 213910 members 
Mstep: Class 6 contains 9756 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80948 members 
Mstep: Class 10 contains 356355 members 
Mstep: Class 11 contains 40958 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7203 members 
Mstep: Class 15 contains 6411 members 
Mstep: Class 16 contains 130110 members 
Mstep: Class 17 contains 24173 members 
Mstep: Class 18 contains 27037 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11349 members 
Mstep: Class 21 contains 3926 members 
Mstep: Class 22 contains 12201 members 
Mstep: Class 23 contains 10851 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13775 members 
Mstep: Class 27 contains 15941 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34564 members 
Mstep: Class 30 contains 9568 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29151 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9611 members 
Mstep: Class 37 contains 3112 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10807 members 
Mstep: Class 40 contains 6000 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301128.000000 Penalty: 154550.578125
Iteration 353Q: 45 clusters Score -1.023011e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 207733 members 
Mstep: Class 3 contains 57960 members 
Mstep: Class 4 contains 6633 members 
Mstep: Class 5 contains 214030 members 
Mstep: Class 6 contains 9756 members 
Mstep: Class 7 contains 4710 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80939 members 
Mstep: Class 10 contains 356332 members 
Mstep: Class 11 contains 40858 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7202 members 
Mstep: Class 15 contains 6411 members 
Mstep: Class 16 contains 130104 members 
Mstep: Class 17 contains 24177 members 
Mstep: Class 18 contains 27046 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11345 members 
Mstep: Class 21 contains 3926 members 
Mstep: Class 22 contains 12196 members 
Mstep: Class 23 contains 10853 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13775 members 
Mstep: Class 27 contains 15941 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34598 members 
Mstep: Class 30 contains 9566 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29152 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9611 members 
Mstep: Class 37 contains 3111 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10807 members 
Mstep: Class 40 contains 6000 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301304.000000 Penalty: 154550.578125
Iteration 354Q: 45 clusters Score -1.023013e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 207726 members 
Mstep: Class 3 contains 57942 members 
Mstep: Class 4 contains 6632 members 
Mstep: Class 5 contains 214151 members 
Mstep: Class 6 contains 9755 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80933 members 
Mstep: Class 10 contains 356300 members 
Mstep: Class 11 contains 40757 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7202 members 
Mstep: Class 15 contains 6411 members 
Mstep: Class 16 contains 130099 members 
Mstep: Class 17 contains 24181 members 
Mstep: Class 18 contains 27057 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11345 members 
Mstep: Class 21 contains 3926 members 
Mstep: Class 22 contains 12194 members 
Mstep: Class 23 contains 10853 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13776 members 
Mstep: Class 27 contains 15941 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34641 members 
Mstep: Class 30 contains 9567 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29151 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9611 members 
Mstep: Class 37 contains 3106 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10807 members 
Mstep: Class 40 contains 6000 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301480.000000 Penalty: 154550.578125
Iteration 355Q: 45 clusters Score -1.023015e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 207718 members 
Mstep: Class 3 contains 57919 members 
Mstep: Class 4 contains 6629 members 
Mstep: Class 5 contains 214264 members 
Mstep: Class 6 contains 9751 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80930 members 
Mstep: Class 10 contains 356269 members 
Mstep: Class 11 contains 40669 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7202 members 
Mstep: Class 15 contains 6411 members 
Mstep: Class 16 contains 130104 members 
Mstep: Class 17 contains 24185 members 
Mstep: Class 18 contains 27064 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11350 members 
Mstep: Class 21 contains 3927 members 
Mstep: Class 22 contains 12192 members 
Mstep: Class 23 contains 10854 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13775 members 
Mstep: Class 27 contains 15938 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34684 members 
Mstep: Class 30 contains 9566 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29148 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9611 members 
Mstep: Class 37 contains 3101 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10805 members 
Mstep: Class 40 contains 6000 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301440.000000 Penalty: 154550.578125
Iteration 356Q: 45 clusters Score -1.023014e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 207708 members 
Mstep: Class 3 contains 57901 members 
Mstep: Class 4 contains 6627 members 
Mstep: Class 5 contains 214385 members 
Mstep: Class 6 contains 9747 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80928 members 
Mstep: Class 10 contains 356230 members 
Mstep: Class 11 contains 40587 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6411 members 
Mstep: Class 16 contains 130105 members 
Mstep: Class 17 contains 24190 members 
Mstep: Class 18 contains 27067 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11350 members 
Mstep: Class 21 contains 3927 members 
Mstep: Class 22 contains 12186 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13776 members 
Mstep: Class 27 contains 15936 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34721 members 
Mstep: Class 30 contains 9562 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29149 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9611 members 
Mstep: Class 37 contains 3098 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10804 members 
Mstep: Class 40 contains 6000 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301272.000000 Penalty: 154550.578125
Iteration 357Q: 45 clusters Score -1.023013e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 207702 members 
Mstep: Class 3 contains 57886 members 
Mstep: Class 4 contains 6625 members 
Mstep: Class 5 contains 214482 members 
Mstep: Class 6 contains 9741 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80921 members 
Mstep: Class 10 contains 356203 members 
Mstep: Class 11 contains 40516 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6411 members 
Mstep: Class 16 contains 130109 members 
Mstep: Class 17 contains 24192 members 
Mstep: Class 18 contains 27071 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11343 members 
Mstep: Class 21 contains 3926 members 
Mstep: Class 22 contains 12184 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13776 members 
Mstep: Class 27 contains 15936 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34761 members 
Mstep: Class 30 contains 9562 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29145 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9612 members 
Mstep: Class 37 contains 3096 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10805 members 
Mstep: Class 40 contains 6000 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301312.000000 Penalty: 154550.578125
Iteration 358Q: 45 clusters Score -1.023013e+08 nChanged 275
Entering ConstructFrom: 
Score: -102301312.000000 Penalty: 154550.578125
Entering ConstructFrom: 
Trying to split cluster 1 (18437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Entering Unmasked Estep 
Score: -1209927.250000 Penalty: 2435.884521
	Iteration 0F: 2 clusters Score -1209927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1196842.000000 Penalty: 4871.769043
	Iteration 0F: 3 clusters Score -1196842 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1201314.500000 Penalty: 4871.769043
	Iteration 1F: 3 clusters Score -1201314 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1201850.500000 Penalty: 4871.769043
	Iteration 2F: 3 clusters Score -1201850 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1202404.125000 Penalty: 4871.769043
	Iteration 3F: 3 clusters Score -1202404 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1202934.750000 Penalty: 4871.769043
	Iteration 4F: 3 clusters Score -1202935 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1203475.125000 Penalty: 4871.769043
	Iteration 5Q: 3 clusters Score -1203475 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1203984.875000 Penalty: 4871.769043
	Iteration 6Q: 3 clusters Score -1203985 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1204478.625000 Penalty: 4871.769043
	Iteration 7Q: 3 clusters Score -1204479 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1204938.750000 Penalty: 4871.769043
	Iteration 8Q: 3 clusters Score -1204939 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1205353.375000 Penalty: 4871.769043
	Iteration 9Q: 3 clusters Score -1205353 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1205721.500000 Penalty: 4871.769043
	Iteration 10Q: 3 clusters Score -1205722 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1206044.875000 Penalty: 4871.769043
	Iteration 11Q: 3 clusters Score -1206045 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1206343.000000 Penalty: 4871.769043
	Iteration 12Q: 3 clusters Score -1206343 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1206582.250000 Penalty: 4871.769043
	Iteration 13Q: 3 clusters Score -1206582 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1206804.875000 Penalty: 4871.769043
	Iteration 14Q: 3 clusters Score -1206805 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1207012.000000 Penalty: 4871.769043
	Iteration 15Q: 3 clusters Score -1207012 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1207219.875000 Penalty: 4871.769043
	Iteration 16Q: 3 clusters Score -1207220 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1207420.875000 Penalty: 4871.769043
	Iteration 17Q: 3 clusters Score -1207421 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1207624.250000 Penalty: 4871.769043
	Iteration 18Q: 3 clusters Score -1207624 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1207821.375000 Penalty: 4871.769043
	Iteration 19Q: 3 clusters Score -1207821 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1208000.375000 Penalty: 4871.769043
	Iteration 20F: 3 clusters Score -1208000 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1208147.875000 Penalty: 4871.769043
	Iteration 21Q: 3 clusters Score -1208148 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1208278.875000 Penalty: 4871.769043
	Iteration 22Q: 3 clusters Score -1208279 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1208380.000000 Penalty: 4871.769043
	Iteration 23Q: 3 clusters Score -1208380 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1208467.125000 Penalty: 4871.769043
	Iteration 24Q: 3 clusters Score -1208467 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1208547.500000 Penalty: 4871.769043
	Iteration 25Q: 3 clusters Score -1208548 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1208607.750000 Penalty: 4871.769043
	Iteration 26Q: 3 clusters Score -1208608 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1208656.750000 Penalty: 4871.769043
	Iteration 27Q: 3 clusters Score -1208657 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1208701.500000 Penalty: 4871.769043
	Iteration 28Q: 3 clusters Score -1208702 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1208736.000000 Penalty: 4871.769043
	Iteration 29Q: 3 clusters Score -1208736 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1208766.250000 Penalty: 4871.769043
	Iteration 30Q: 3 clusters Score -1208766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1208787.875000 Penalty: 4871.769043
	Iteration 31Q: 3 clusters Score -1208788 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1208804.125000 Penalty: 4871.769043
	Iteration 32Q: 3 clusters Score -1208804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1208822.375000 Penalty: 4871.769043
	Iteration 33Q: 3 clusters Score -1208822 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1208842.000000 Penalty: 4871.769043
	Iteration 34Q: 3 clusters Score -1208842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1208857.125000 Penalty: 4871.769043
	Iteration 35Q: 3 clusters Score -1208857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1208864.875000 Penalty: 4871.769043
	Iteration 36Q: 3 clusters Score -1208865 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1208871.125000 Penalty: 4871.769043
	Iteration 37Q: 3 clusters Score -1208871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1208875.500000 Penalty: 4871.769043
	Iteration 38Q: 3 clusters Score -1208876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1208877.875000 Penalty: 4871.769043
	Iteration 39Q: 3 clusters Score -1208878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1208884.250000 Penalty: 4871.769043
	Iteration 40F: 3 clusters Score -1208884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1208887.750000 Penalty: 4871.769043
	Iteration 41Q: 3 clusters Score -1208888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1208891.625000 Penalty: 4871.769043
	Iteration 42Q: 3 clusters Score -1208892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1208899.000000 Penalty: 4871.769043
	Iteration 43Q: 3 clusters Score -1208899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1208897.625000 Penalty: 4871.769043
	Iteration 44Q: 3 clusters Score -1208898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1208901.875000 Penalty: 4871.769043
	Iteration 45Q: 3 clusters Score -1208902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1208901.000000 Penalty: 4871.769043
	Iteration 46Q: 3 clusters Score -1208901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1208901.375000 Penalty: 4871.769043
	Iteration 47Q: 3 clusters Score -1208901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1208906.250000 Penalty: 4871.769043
	Iteration 48Q: 3 clusters Score -1208906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1208909.250000 Penalty: 4871.769043
	Iteration 49Q: 3 clusters Score -1208909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1208907.375000 Penalty: 4871.769043
	Iteration 50Q: 3 clusters Score -1208907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1208908.250000 Penalty: 4871.769043
	Iteration 51Q: 3 clusters Score -1208908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1208910.875000 Penalty: 4871.769043
	Iteration 52Q: 3 clusters Score -1208911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1208916.250000 Penalty: 4871.769043
	Iteration 53Q: 3 clusters Score -1208916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1208918.000000 Penalty: 4871.769043
	Iteration 54Q: 3 clusters Score -1208918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1208916.375000 Penalty: 4871.769043
	Iteration 55Q: 3 clusters Score -1208916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1208916.625000 Penalty: 4871.769043
	Iteration 56Q: 3 clusters Score -1208917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1208916.625000 Penalty: 4871.769043
	Iteration 57F: 3 clusters Score -1208917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (207701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207701 members 
Entering Unmasked Estep 
Score: -15531356.000000 Penalty: 3036.475830
	Iteration 0F: 2 clusters Score -1.553136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103903 members 
Mstep: Class 2 contains 103798 members 
Entering Unmasked Estep 
Score: -15392063.000000 Penalty: 6072.951660
	Iteration 0F: 3 clusters Score -1.539206e+07 nChanged 99971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104214 members 
Mstep: Class 2 contains 103487 members 
Entering Unmasked Estep 
Score: -15450610.000000 Penalty: 6072.951660
	Iteration 1F: 3 clusters Score -1.545061e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104516 members 
Mstep: Class 2 contains 103185 members 
Entering Unmasked Estep 
Score: -15452010.000000 Penalty: 6072.951660
	Iteration 2Q: 3 clusters Score -1.545201e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105102 members 
Mstep: Class 2 contains 102599 members 
Entering Unmasked Estep 
Score: -15453721.000000 Penalty: 6072.951660
	Iteration 3Q: 3 clusters Score -1.545372e+07 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106267 members 
Mstep: Class 2 contains 101434 members 
Entering Unmasked Estep 
Score: -15456112.000000 Penalty: 6072.951660
	Iteration 4Q: 3 clusters Score -1.545611e+07 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108164 members 
Mstep: Class 2 contains 99537 members 
Entering Unmasked Estep 
Score: -15459676.000000 Penalty: 6072.951660
	Iteration 5Q: 3 clusters Score -1.545968e+07 nChanged 10599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111065 members 
Mstep: Class 2 contains 96636 members 
Entering Unmasked Estep 
Score: -15464638.000000 Penalty: 6072.951660
	Iteration 6F: 3 clusters Score -1.546464e+07 nChanged 11955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114946 members 
Mstep: Class 2 contains 92755 members 
Entering Unmasked Estep 
Score: -15470622.000000 Penalty: 6072.951660
	Iteration 7F: 3 clusters Score -1.547062e+07 nChanged 12154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119186 members 
Mstep: Class 2 contains 88515 members 
Entering Unmasked Estep 
Score: -15476126.000000 Penalty: 6072.951660
	Iteration 8F: 3 clusters Score -1.547613e+07 nChanged 11106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123498 members 
Mstep: Class 2 contains 84203 members 
Entering Unmasked Estep 
Score: -15480820.000000 Penalty: 6072.951660
	Iteration 9F: 3 clusters Score -1.548082e+07 nChanged 9401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128063 members 
Mstep: Class 2 contains 79638 members 
Entering Unmasked Estep 
Score: -15484203.000000 Penalty: 6072.951660
	Iteration 10Q: 3 clusters Score -1.54842e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132852 members 
Mstep: Class 2 contains 74849 members 
Entering Unmasked Estep 
Score: -15487029.000000 Penalty: 6072.951660
	Iteration 11Q: 3 clusters Score -1.548703e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138064 members 
Mstep: Class 2 contains 69637 members 
Entering Unmasked Estep 
Score: -15489772.000000 Penalty: 6072.951660
	Iteration 12Q: 3 clusters Score -1.548977e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143684 members 
Mstep: Class 2 contains 64017 members 
Entering Unmasked Estep 
Score: -15492636.000000 Penalty: 6072.951660
	Iteration 13Q: 3 clusters Score -1.549264e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149724 members 
Mstep: Class 2 contains 57977 members 
Entering Unmasked Estep 
Score: -15496041.000000 Penalty: 6072.951660
	Iteration 14Q: 3 clusters Score -1.549604e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155932 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -15499980.000000 Penalty: 6072.951660
	Iteration 15Q: 3 clusters Score -1.549998e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161979 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -15504030.000000 Penalty: 6072.951660
	Iteration 16Q: 3 clusters Score -1.550403e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167624 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -15508024.000000 Penalty: 6072.951660
	Iteration 17Q: 3 clusters Score -1.550802e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172594 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -15511149.000000 Penalty: 6072.951660
	Iteration 18Q: 3 clusters Score -1.551115e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177057 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -15513717.000000 Penalty: 6072.951660
	Iteration 19Q: 3 clusters Score -1.551372e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181149 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -15515929.000000 Penalty: 6072.951660
	Iteration 20F: 3 clusters Score -1.551593e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184991 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -15517918.000000 Penalty: 6072.951660
	Iteration 21Q: 3 clusters Score -1.551792e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188518 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -15519695.000000 Penalty: 6072.951660
	Iteration 22Q: 3 clusters Score -1.55197e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191631 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -15521162.000000 Penalty: 6072.951660
	Iteration 23Q: 3 clusters Score -1.552116e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194463 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -15522616.000000 Penalty: 6072.951660
	Iteration 24Q: 3 clusters Score -1.552262e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197000 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -15523963.000000 Penalty: 6072.951660
	Iteration 25Q: 3 clusters Score -1.552396e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199232 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -15525239.000000 Penalty: 6072.951660
	Iteration 26Q: 3 clusters Score -1.552524e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201100 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -15526295.000000 Penalty: 6072.951660
	Iteration 27Q: 3 clusters Score -1.55263e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202572 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -15527086.000000 Penalty: 6072.951660
	Iteration 28Q: 3 clusters Score -1.552709e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203680 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -15527728.000000 Penalty: 6072.951660
	Iteration 29Q: 3 clusters Score -1.552773e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204484 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -15528100.000000 Penalty: 6072.951660
	Iteration 30Q: 3 clusters Score -1.55281e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205063 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -15528427.000000 Penalty: 6072.951660
	Iteration 31Q: 3 clusters Score -1.552843e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205443 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -15528665.000000 Penalty: 6072.951660
	Iteration 32Q: 3 clusters Score -1.552866e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205716 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -15528795.000000 Penalty: 6072.951660
	Iteration 33Q: 3 clusters Score -1.55288e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205918 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -15528968.000000 Penalty: 6072.951660
	Iteration 34Q: 3 clusters Score -1.552897e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206039 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -15529028.000000 Penalty: 6072.951660
	Iteration 35Q: 3 clusters Score -1.552903e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206126 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -15529069.000000 Penalty: 6072.951660
	Iteration 36Q: 3 clusters Score -1.552907e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206181 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -15529119.000000 Penalty: 6072.951660
	Iteration 37Q: 3 clusters Score -1.552912e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206224 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -15529135.000000 Penalty: 6072.951660
	Iteration 38Q: 3 clusters Score -1.552914e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206253 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -15529153.000000 Penalty: 6072.951660
	Iteration 39Q: 3 clusters Score -1.552915e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206282 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -15529168.000000 Penalty: 6072.951660
	Iteration 40F: 3 clusters Score -1.552917e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206304 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -15529170.000000 Penalty: 6072.951660
	Iteration 41Q: 3 clusters Score -1.552917e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206332 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -15529178.000000 Penalty: 6072.951660
	Iteration 42Q: 3 clusters Score -1.552918e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206351 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -15529176.000000 Penalty: 6072.951660
	Iteration 43Q: 3 clusters Score -1.552918e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206372 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -15529177.000000 Penalty: 6072.951660
	Iteration 44Q: 3 clusters Score -1.552918e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206385 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -15529194.000000 Penalty: 6072.951660
	Iteration 45Q: 3 clusters Score -1.552919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206393 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -15529189.000000 Penalty: 6072.951660
	Iteration 46Q: 3 clusters Score -1.552919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206395 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -15529190.000000 Penalty: 6072.951660
	Iteration 47Q: 3 clusters Score -1.552919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206396 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -15529191.000000 Penalty: 6072.951660
	Iteration 48Q: 3 clusters Score -1.552919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206397 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -15529194.000000 Penalty: 6072.951660
	Iteration 49Q: 3 clusters Score -1.552919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206402 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -15529205.000000 Penalty: 6072.951660
	Iteration 50Q: 3 clusters Score -1.55292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206407 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -15529195.000000 Penalty: 6072.951660
	Iteration 51Q: 3 clusters Score -1.55292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206410 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -15529198.000000 Penalty: 6072.951660
	Iteration 52Q: 3 clusters Score -1.55292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206410 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -15529203.000000 Penalty: 6072.951660
	Iteration 53Q: 3 clusters Score -1.55292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206408 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -15529203.000000 Penalty: 6072.951660
	Iteration 54Q: 3 clusters Score -1.55292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206409 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -15529205.000000 Penalty: 6072.951660
	Iteration 55Q: 3 clusters Score -1.55292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206410 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -15529205.000000 Penalty: 6072.951660
	Iteration 56Q: 3 clusters Score -1.55292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206410 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -15529205.000000 Penalty: 6072.951660
	Iteration 57F: 3 clusters Score -1.55292e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57883 members 
Entering Unmasked Estep 
Score: -4418460.500000 Penalty: 2719.612305
	Iteration 0F: 2 clusters Score -4418460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -4379579.500000 Penalty: 5439.224609
	Iteration 0F: 3 clusters Score -4379580 nChanged 26934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -4394875.000000 Penalty: 5439.224609
	Iteration 1F: 3 clusters Score -4394875 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -4395888.000000 Penalty: 5439.224609
	Iteration 2Q: 3 clusters Score -4395888 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -4397411.000000 Penalty: 5439.224609
	Iteration 3F: 3 clusters Score -4397411 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -4399654.000000 Penalty: 5439.224609
	Iteration 4F: 3 clusters Score -4399654 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -4403020.500000 Penalty: 5439.224609
	Iteration 5F: 3 clusters Score -4403020 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -4406920.500000 Penalty: 5439.224609
	Iteration 6F: 3 clusters Score -4406920 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -4410589.000000 Penalty: 5439.224609
	Iteration 7F: 3 clusters Score -4410589 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54072 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -4413225.500000 Penalty: 5439.224609
	Iteration 8Q: 3 clusters Score -4413226 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4414631.000000 Penalty: 5439.224609
	Iteration 9Q: 3 clusters Score -4414631 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56496 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4415349.500000 Penalty: 5439.224609
	Iteration 10Q: 3 clusters Score -4415350 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4415712.000000 Penalty: 5439.224609
	Iteration 11Q: 3 clusters Score -4415712 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57105 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4415900.000000 Penalty: 5439.224609
	Iteration 12Q: 3 clusters Score -4415900 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57201 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4415984.500000 Penalty: 5439.224609
	Iteration 13Q: 3 clusters Score -4415984 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57241 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4416047.000000 Penalty: 5439.224609
	Iteration 14Q: 3 clusters Score -4416047 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57279 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4416084.500000 Penalty: 5439.224609
	Iteration 15Q: 3 clusters Score -4416084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57302 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4416124.000000 Penalty: 5439.224609
	Iteration 16Q: 3 clusters Score -4416124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57320 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4416138.500000 Penalty: 5439.224609
	Iteration 17Q: 3 clusters Score -4416138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57331 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4416157.500000 Penalty: 5439.224609
	Iteration 18Q: 3 clusters Score -4416158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57341 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4416156.500000 Penalty: 5439.224609
	Iteration 19Q: 3 clusters Score -4416156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57348 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4416159.000000 Penalty: 5439.224609
	Iteration 20F: 3 clusters Score -4416159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57359 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4416166.000000 Penalty: 5439.224609
	Iteration 21Q: 3 clusters Score -4416166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57363 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4416181.500000 Penalty: 5439.224609
	Iteration 22Q: 3 clusters Score -4416182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57368 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4416194.000000 Penalty: 5439.224609
	Iteration 23Q: 3 clusters Score -4416194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57371 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4416192.500000 Penalty: 5439.224609
	Iteration 24Q: 3 clusters Score -4416192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57374 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4416196.000000 Penalty: 5439.224609
	Iteration 25Q: 3 clusters Score -4416196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4416195.500000 Penalty: 5439.224609
	Iteration 26Q: 3 clusters Score -4416196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57377 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4416199.000000 Penalty: 5439.224609
	Iteration 27Q: 3 clusters Score -4416199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4416197.500000 Penalty: 5439.224609
	Iteration 28Q: 3 clusters Score -4416198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4416197.500000 Penalty: 5439.224609
	Iteration 29F: 3 clusters Score -4416198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Entering Unmasked Estep 
Score: -411144.406250 Penalty: 2181.979248
	Iteration 0F: 2 clusters Score -411144.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -405611.593750 Penalty: 4363.958496
	Iteration 0F: 3 clusters Score -405611.6 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -407079.250000 Penalty: 4363.958496
	Iteration 1F: 3 clusters Score -407079.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -407410.250000 Penalty: 4363.958496
	Iteration 2F: 3 clusters Score -407410.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -407663.656250 Penalty: 4363.958496
	Iteration 3F: 3 clusters Score -407663.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -407889.343750 Penalty: 4363.958496
	Iteration 4F: 3 clusters Score -407889.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -408081.437500 Penalty: 4363.958496
	Iteration 5Q: 3 clusters Score -408081.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -408298.156250 Penalty: 4363.958496
	Iteration 6Q: 3 clusters Score -408298.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -408499.937500 Penalty: 4363.958496
	Iteration 7Q: 3 clusters Score -408499.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -408679.312500 Penalty: 4363.958496
	Iteration 8Q: 3 clusters Score -408679.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -408825.906250 Penalty: 4363.958496
	Iteration 9Q: 3 clusters Score -408825.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -408952.375000 Penalty: 4363.958496
	Iteration 10Q: 3 clusters Score -408952.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -409080.968750 Penalty: 4363.958496
	Iteration 11Q: 3 clusters Score -409081 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -409180.250000 Penalty: 4363.958496
	Iteration 12Q: 3 clusters Score -409180.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -409244.312500 Penalty: 4363.958496
	Iteration 13Q: 3 clusters Score -409244.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -409294.468750 Penalty: 4363.958496
	Iteration 14Q: 3 clusters Score -409294.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -409338.187500 Penalty: 4363.958496
	Iteration 15Q: 3 clusters Score -409338.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -409376.187500 Penalty: 4363.958496
	Iteration 16Q: 3 clusters Score -409376.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -409406.906250 Penalty: 4363.958496
	Iteration 17Q: 3 clusters Score -409406.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -409442.000000 Penalty: 4363.958496
	Iteration 18Q: 3 clusters Score -409442 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -409467.875000 Penalty: 4363.958496
	Iteration 19Q: 3 clusters Score -409467.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -409489.843750 Penalty: 4363.958496
	Iteration 20F: 3 clusters Score -409489.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -409504.218750 Penalty: 4363.958496
	Iteration 21Q: 3 clusters Score -409504.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -409512.937500 Penalty: 4363.958496
	Iteration 22Q: 3 clusters Score -409512.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -409519.062500 Penalty: 4363.958496
	Iteration 23Q: 3 clusters Score -409519.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -409524.031250 Penalty: 4363.958496
	Iteration 24Q: 3 clusters Score -409524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -409530.000000 Penalty: 4363.958496
	Iteration 25Q: 3 clusters Score -409530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -409533.843750 Penalty: 4363.958496
	Iteration 26Q: 3 clusters Score -409533.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -409541.843750 Penalty: 4363.958496
	Iteration 27Q: 3 clusters Score -409541.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -409548.343750 Penalty: 4363.958496
	Iteration 28Q: 3 clusters Score -409548.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -409558.468750 Penalty: 4363.958496
	Iteration 29Q: 3 clusters Score -409558.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -409568.156250 Penalty: 4363.958496
	Iteration 30Q: 3 clusters Score -409568.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -409578.281250 Penalty: 4363.958496
	Iteration 31Q: 3 clusters Score -409578.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -409584.843750 Penalty: 4363.958496
	Iteration 32Q: 3 clusters Score -409584.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -409589.593750 Penalty: 4363.958496
	Iteration 33Q: 3 clusters Score -409589.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -409593.281250 Penalty: 4363.958496
	Iteration 34Q: 3 clusters Score -409593.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -409593.625000 Penalty: 4363.958496
	Iteration 35Q: 3 clusters Score -409593.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -409596.656250 Penalty: 4363.958496
	Iteration 36Q: 3 clusters Score -409596.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -409597.937500 Penalty: 4363.958496
	Iteration 37Q: 3 clusters Score -409597.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -409598.625000 Penalty: 4363.958496
	Iteration 38Q: 3 clusters Score -409598.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -409598.656250 Penalty: 4363.958496
	Iteration 39Q: 3 clusters Score -409598.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -409598.656250 Penalty: 4363.958496
	Iteration 40F: 3 clusters Score -409598.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (214573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214573 members 
Entering Unmasked Estep 
Score: -16496511.000000 Penalty: 3044.548584
	Iteration 0F: 2 clusters Score -1.649651e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107119 members 
Mstep: Class 2 contains 107454 members 
Entering Unmasked Estep 
Score: -16353259.000000 Penalty: 6089.097168
	Iteration 0F: 3 clusters Score -1.635326e+07 nChanged 103248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105821 members 
Mstep: Class 2 contains 108752 members 
Entering Unmasked Estep 
Score: -16413917.000000 Penalty: 6089.097168
	Iteration 1F: 3 clusters Score -1.641392e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104803 members 
Mstep: Class 2 contains 109770 members 
Entering Unmasked Estep 
Score: -16414958.000000 Penalty: 6089.097168
	Iteration 2Q: 3 clusters Score -1.641496e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103219 members 
Mstep: Class 2 contains 111354 members 
Entering Unmasked Estep 
Score: -16416344.000000 Penalty: 6089.097168
	Iteration 3Q: 3 clusters Score -1.641634e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100827 members 
Mstep: Class 2 contains 113746 members 
Entering Unmasked Estep 
Score: -16417883.000000 Penalty: 6089.097168
	Iteration 4Q: 3 clusters Score -1.641788e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97270 members 
Mstep: Class 2 contains 117303 members 
Entering Unmasked Estep 
Score: -16420513.000000 Penalty: 6089.097168
	Iteration 5Q: 3 clusters Score -1.642051e+07 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91932 members 
Mstep: Class 2 contains 122641 members 
Entering Unmasked Estep 
Score: -16424533.000000 Penalty: 6089.097168
	Iteration 6Q: 3 clusters Score -1.642453e+07 nChanged 11276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84348 members 
Mstep: Class 2 contains 130225 members 
Entering Unmasked Estep 
Score: -16430913.000000 Penalty: 6089.097168
	Iteration 7F: 3 clusters Score -1.643091e+07 nChanged 13068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74666 members 
Mstep: Class 2 contains 139907 members 
Entering Unmasked Estep 
Score: -16439666.000000 Penalty: 6089.097168
	Iteration 8F: 3 clusters Score -1.643967e+07 nChanged 13783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63883 members 
Mstep: Class 2 contains 150690 members 
Entering Unmasked Estep 
Score: -16450273.000000 Penalty: 6089.097168
	Iteration 9F: 3 clusters Score -1.645027e+07 nChanged 12634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 160750 members 
Entering Unmasked Estep 
Score: -16460117.000000 Penalty: 6089.097168
	Iteration 10F: 3 clusters Score -1.646012e+07 nChanged 10200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 169030 members 
Entering Unmasked Estep 
Score: -16467253.000000 Penalty: 6089.097168
	Iteration 11Q: 3 clusters Score -1.646725e+07 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 175766 members 
Entering Unmasked Estep 
Score: -16472246.000000 Penalty: 6089.097168
	Iteration 12Q: 3 clusters Score -1.647225e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 181759 members 
Entering Unmasked Estep 
Score: -16476082.000000 Penalty: 6089.097168
	Iteration 13Q: 3 clusters Score -1.647608e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 187201 members 
Entering Unmasked Estep 
Score: -16479425.000000 Penalty: 6089.097168
	Iteration 14Q: 3 clusters Score -1.647942e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 192132 members 
Entering Unmasked Estep 
Score: -16482673.000000 Penalty: 6089.097168
	Iteration 15Q: 3 clusters Score -1.648267e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 196454 members 
Entering Unmasked Estep 
Score: -16485595.000000 Penalty: 6089.097168
	Iteration 16Q: 3 clusters Score -1.64856e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 200094 members 
Entering Unmasked Estep 
Score: -16488073.000000 Penalty: 6089.097168
	Iteration 17Q: 3 clusters Score -1.648807e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 203058 members 
Entering Unmasked Estep 
Score: -16489917.000000 Penalty: 6089.097168
	Iteration 18Q: 3 clusters Score -1.648992e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 205336 members 
Entering Unmasked Estep 
Score: -16491401.000000 Penalty: 6089.097168
	Iteration 19Q: 3 clusters Score -1.64914e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 207070 members 
Entering Unmasked Estep 
Score: -16492305.000000 Penalty: 6089.097168
	Iteration 20F: 3 clusters Score -1.64923e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 208386 members 
Entering Unmasked Estep 
Score: -16493001.000000 Penalty: 6089.097168
	Iteration 21Q: 3 clusters Score -1.6493e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 209424 members 
Entering Unmasked Estep 
Score: -16493568.000000 Penalty: 6089.097168
	Iteration 22Q: 3 clusters Score -1.649357e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 210159 members 
Entering Unmasked Estep 
Score: -16493934.000000 Penalty: 6089.097168
	Iteration 23Q: 3 clusters Score -1.649393e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 210718 members 
Entering Unmasked Estep 
Score: -16494228.000000 Penalty: 6089.097168
	Iteration 24Q: 3 clusters Score -1.649423e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 211146 members 
Entering Unmasked Estep 
Score: -16494490.000000 Penalty: 6089.097168
	Iteration 25Q: 3 clusters Score -1.649449e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 211462 members 
Entering Unmasked Estep 
Score: -16494743.000000 Penalty: 6089.097168
	Iteration 26Q: 3 clusters Score -1.649474e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 211705 members 
Entering Unmasked Estep 
Score: -16494877.000000 Penalty: 6089.097168
	Iteration 27Q: 3 clusters Score -1.649488e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 211885 members 
Entering Unmasked Estep 
Score: -16494973.000000 Penalty: 6089.097168
	Iteration 28Q: 3 clusters Score -1.649497e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 212008 members 
Entering Unmasked Estep 
Score: -16495054.000000 Penalty: 6089.097168
	Iteration 29Q: 3 clusters Score -1.649505e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 212074 members 
Entering Unmasked Estep 
Score: -16495139.000000 Penalty: 6089.097168
	Iteration 30Q: 3 clusters Score -1.649514e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 212118 members 
Entering Unmasked Estep 
Score: -16495173.000000 Penalty: 6089.097168
	Iteration 31Q: 3 clusters Score -1.649517e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 212168 members 
Entering Unmasked Estep 
Score: -16495223.000000 Penalty: 6089.097168
	Iteration 32Q: 3 clusters Score -1.649522e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 212193 members 
Entering Unmasked Estep 
Score: -16495281.000000 Penalty: 6089.097168
	Iteration 33Q: 3 clusters Score -1.649528e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 212222 members 
Entering Unmasked Estep 
Score: -16495295.000000 Penalty: 6089.097168
	Iteration 34Q: 3 clusters Score -1.64953e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 212240 members 
Entering Unmasked Estep 
Score: -16495292.000000 Penalty: 6089.097168
	Iteration 35Q: 3 clusters Score -1.649529e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 212259 members 
Entering Unmasked Estep 
Score: -16495308.000000 Penalty: 6089.097168
	Iteration 36Q: 3 clusters Score -1.649531e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 212285 members 
Entering Unmasked Estep 
Score: -16495319.000000 Penalty: 6089.097168
	Iteration 37Q: 3 clusters Score -1.649532e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 212299 members 
Entering Unmasked Estep 
Score: -16495329.000000 Penalty: 6089.097168
	Iteration 38Q: 3 clusters Score -1.649533e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 212304 members 
Entering Unmasked Estep 
Score: -16495338.000000 Penalty: 6089.097168
	Iteration 39Q: 3 clusters Score -1.649534e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 212305 members 
Entering Unmasked Estep 
Score: -16495347.000000 Penalty: 6089.097168
	Iteration 40F: 3 clusters Score -1.649535e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 212301 members 
Entering Unmasked Estep 
Score: -16495358.000000 Penalty: 6089.097168
	Iteration 41Q: 3 clusters Score -1.649536e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 212304 members 
Entering Unmasked Estep 
Score: -16495337.000000 Penalty: 6089.097168
	Iteration 42Q: 3 clusters Score -1.649534e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 212305 members 
Entering Unmasked Estep 
Score: -16495339.000000 Penalty: 6089.097168
	Iteration 43Q: 3 clusters Score -1.649534e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 212304 members 
Entering Unmasked Estep 
Score: -16495358.000000 Penalty: 6089.097168
	Iteration 44Q: 3 clusters Score -1.649536e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 212313 members 
Entering Unmasked Estep 
Score: -16495341.000000 Penalty: 6089.097168
	Iteration 45Q: 3 clusters Score -1.649534e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 212317 members 
Entering Unmasked Estep 
Score: -16495330.000000 Penalty: 6089.097168
	Iteration 46Q: 3 clusters Score -1.649533e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 212319 members 
Entering Unmasked Estep 
Score: -16495349.000000 Penalty: 6089.097168
	Iteration 47Q: 3 clusters Score -1.649535e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 212323 members 
Entering Unmasked Estep 
Score: -16495349.000000 Penalty: 6089.097168
	Iteration 48Q: 3 clusters Score -1.649535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 212326 members 
Entering Unmasked Estep 
Score: -16495347.000000 Penalty: 6089.097168
	Iteration 49Q: 3 clusters Score -1.649535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 212323 members 
Entering Unmasked Estep 
Score: -16495343.000000 Penalty: 6089.097168
	Iteration 50Q: 3 clusters Score -1.649534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 212322 members 
Entering Unmasked Estep 
Score: -16495346.000000 Penalty: 6089.097168
	Iteration 51Q: 3 clusters Score -1.649535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 212323 members 
Entering Unmasked Estep 
Score: -16495353.000000 Penalty: 6089.097168
	Iteration 52Q: 3 clusters Score -1.649535e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 212325 members 
Entering Unmasked Estep 
Score: -16495354.000000 Penalty: 6089.097168
	Iteration 53Q: 3 clusters Score -1.649535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 212332 members 
Entering Unmasked Estep 
Score: -16495356.000000 Penalty: 6089.097168
	Iteration 54Q: 3 clusters Score -1.649536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 212337 members 
Entering Unmasked Estep 
Score: -16495346.000000 Penalty: 6089.097168
	Iteration 55Q: 3 clusters Score -1.649535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 212335 members 
Entering Unmasked Estep 
Score: -16495351.000000 Penalty: 6089.097168
	Iteration 56Q: 3 clusters Score -1.649535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 212337 members 
Entering Unmasked Estep 
Score: -16495350.000000 Penalty: 6089.097168
	Iteration 57Q: 3 clusters Score -1.649535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 212336 members 
Entering Unmasked Estep 
Score: -16495359.000000 Penalty: 6089.097168
	Iteration 58Q: 3 clusters Score -1.649536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 212337 members 
Entering Unmasked Estep 
Score: -16495355.000000 Penalty: 6089.097168
	Iteration 59Q: 3 clusters Score -1.649536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 212338 members 
Entering Unmasked Estep 
Score: -16495362.000000 Penalty: 6089.097168
	Iteration 60F: 3 clusters Score -1.649536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 212339 members 
Entering Unmasked Estep 
Score: -16495355.000000 Penalty: 6089.097168
	Iteration 61Q: 3 clusters Score -1.649536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 212337 members 
Entering Unmasked Estep 
Score: -16495363.000000 Penalty: 6089.097168
	Iteration 62Q: 3 clusters Score -1.649536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 212336 members 
Entering Unmasked Estep 
Score: -16495363.000000 Penalty: 6089.097168
	Iteration 63Q: 3 clusters Score -1.649536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 212334 members 
Entering Unmasked Estep 
Score: -16495366.000000 Penalty: 6089.097168
	Iteration 64Q: 3 clusters Score -1.649537e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 212334 members 
Entering Unmasked Estep 
Score: -16495366.000000 Penalty: 6089.097168
	Iteration 65F: 3 clusters Score -1.649537e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Entering Unmasked Estep 
Score: -717067.750000 Penalty: 2277.580322
	Iteration 0F: 2 clusters Score -717067.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -709595.625000 Penalty: 4555.160645
	Iteration 0F: 3 clusters Score -709595.6 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -711760.937500 Penalty: 4555.160645
	Iteration 1F: 3 clusters Score -711760.9 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -712116.375000 Penalty: 4555.160645
	Iteration 2F: 3 clusters Score -712116.4 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -712394.875000 Penalty: 4555.160645
	Iteration 3F: 3 clusters Score -712394.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -712594.687500 Penalty: 4555.160645
	Iteration 4Q: 3 clusters Score -712594.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -712761.687500 Penalty: 4555.160645
	Iteration 5Q: 3 clusters Score -712761.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -712946.812500 Penalty: 4555.160645
	Iteration 6Q: 3 clusters Score -712946.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -713115.750000 Penalty: 4555.160645
	Iteration 7Q: 3 clusters Score -713115.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -713291.562500 Penalty: 4555.160645
	Iteration 8Q: 3 clusters Score -713291.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -713479.562500 Penalty: 4555.160645
	Iteration 9Q: 3 clusters Score -713479.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -713703.875000 Penalty: 4555.160645
	Iteration 10Q: 3 clusters Score -713703.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -713953.250000 Penalty: 4555.160645
	Iteration 11Q: 3 clusters Score -713953.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -714217.312500 Penalty: 4555.160645
	Iteration 12Q: 3 clusters Score -714217.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -714495.312500 Penalty: 4555.160645
	Iteration 13Q: 3 clusters Score -714495.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -714709.625000 Penalty: 4555.160645
	Iteration 14Q: 3 clusters Score -714709.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -714893.312500 Penalty: 4555.160645
	Iteration 15Q: 3 clusters Score -714893.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -715065.625000 Penalty: 4555.160645
	Iteration 16Q: 3 clusters Score -715065.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -715180.125000 Penalty: 4555.160645
	Iteration 17Q: 3 clusters Score -715180.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -715257.875000 Penalty: 4555.160645
	Iteration 18Q: 3 clusters Score -715257.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -715315.562500 Penalty: 4555.160645
	Iteration 19Q: 3 clusters Score -715315.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -715354.562500 Penalty: 4555.160645
	Iteration 20F: 3 clusters Score -715354.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -715386.500000 Penalty: 4555.160645
	Iteration 21Q: 3 clusters Score -715386.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -715405.187500 Penalty: 4555.160645
	Iteration 22Q: 3 clusters Score -715405.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -715415.375000 Penalty: 4555.160645
	Iteration 23Q: 3 clusters Score -715415.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -715421.375000 Penalty: 4555.160645
	Iteration 24Q: 3 clusters Score -715421.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -715427.125000 Penalty: 4555.160645
	Iteration 25Q: 3 clusters Score -715427.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -715429.937500 Penalty: 4555.160645
	Iteration 26Q: 3 clusters Score -715429.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -715433.375000 Penalty: 4555.160645
	Iteration 27Q: 3 clusters Score -715433.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -715434.500000 Penalty: 4555.160645
	Iteration 28Q: 3 clusters Score -715434.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -715435.750000 Penalty: 4555.160645
	Iteration 29Q: 3 clusters Score -715435.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -715443.187500 Penalty: 4555.160645
	Iteration 30Q: 3 clusters Score -715443.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -715446.062500 Penalty: 4555.160645
	Iteration 31Q: 3 clusters Score -715446.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -715449.875000 Penalty: 4555.160645
	Iteration 32Q: 3 clusters Score -715449.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -715452.125000 Penalty: 4555.160645
	Iteration 33Q: 3 clusters Score -715452.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -715456.062500 Penalty: 4555.160645
	Iteration 34Q: 3 clusters Score -715456.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -715457.375000 Penalty: 4555.160645
	Iteration 35Q: 3 clusters Score -715457.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -715460.250000 Penalty: 4555.160645
	Iteration 36Q: 3 clusters Score -715460.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -715461.687500 Penalty: 4555.160645
	Iteration 37Q: 3 clusters Score -715461.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -715462.812500 Penalty: 4555.160645
	Iteration 38Q: 3 clusters Score -715462.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -715468.187500 Penalty: 4555.160645
	Iteration 39Q: 3 clusters Score -715468.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -715467.625000 Penalty: 4555.160645
	Iteration 40F: 3 clusters Score -715467.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -715470.687500 Penalty: 4555.160645
	Iteration 41Q: 3 clusters Score -715470.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -715472.437500 Penalty: 4555.160645
	Iteration 42Q: 3 clusters Score -715472.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -715471.500000 Penalty: 4555.160645
	Iteration 43Q: 3 clusters Score -715471.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -715473.250000 Penalty: 4555.160645
	Iteration 44Q: 3 clusters Score -715473.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -715475.812500 Penalty: 4555.160645
	Iteration 45Q: 3 clusters Score -715475.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -715477.562500 Penalty: 4555.160645
	Iteration 46Q: 3 clusters Score -715477.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -715479.500000 Penalty: 4555.160645
	Iteration 47Q: 3 clusters Score -715479.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -715481.562500 Penalty: 4555.160645
	Iteration 48Q: 3 clusters Score -715481.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -715483.062500 Penalty: 4555.160645
	Iteration 49Q: 3 clusters Score -715483.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -715484.875000 Penalty: 4555.160645
	Iteration 50Q: 3 clusters Score -715484.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -715486.812500 Penalty: 4555.160645
	Iteration 51Q: 3 clusters Score -715486.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -715487.437500 Penalty: 4555.160645
	Iteration 52Q: 3 clusters Score -715487.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -715489.875000 Penalty: 4555.160645
	Iteration 53Q: 3 clusters Score -715489.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -715490.312500 Penalty: 4555.160645
	Iteration 54Q: 3 clusters Score -715490.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -715490.187500 Penalty: 4555.160645
	Iteration 55Q: 3 clusters Score -715490.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -715490.250000 Penalty: 4555.160645
	Iteration 56Q: 3 clusters Score -715490.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -715490.250000 Penalty: 4555.160645
	Iteration 57Q: 3 clusters Score -715490.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -715491.937500 Penalty: 4555.160645
	Iteration 58Q: 3 clusters Score -715491.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -715492.312500 Penalty: 4555.160645
	Iteration 59Q: 3 clusters Score -715492.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -715491.687500 Penalty: 4555.160645
	Iteration 60F: 3 clusters Score -715491.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -715492.187500 Penalty: 4555.160645
	Iteration 61Q: 3 clusters Score -715492.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -715492.750000 Penalty: 4555.160645
	Iteration 62Q: 3 clusters Score -715492.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -715492.750000 Penalty: 4555.160645
	Iteration 63F: 3 clusters Score -715492.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Entering Unmasked Estep 
Score: -328030.656250 Penalty: 2097.235107
	Iteration 0F: 2 clusters Score -328030.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -323709.531250 Penalty: 4194.470215
	Iteration 0F: 3 clusters Score -323709.5 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -324816.187500 Penalty: 4194.470215
	Iteration 1F: 3 clusters Score -324816.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -325112.375000 Penalty: 4194.470215
	Iteration 2F: 3 clusters Score -325112.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -325328.531250 Penalty: 4194.470215
	Iteration 3F: 3 clusters Score -325328.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -325519.968750 Penalty: 4194.470215
	Iteration 4F: 3 clusters Score -325520 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -325728.125000 Penalty: 4194.470215
	Iteration 5F: 3 clusters Score -325728.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -325918.062500 Penalty: 4194.470215
	Iteration 6Q: 3 clusters Score -325918.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -326081.187500 Penalty: 4194.470215
	Iteration 7Q: 3 clusters Score -326081.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -326187.062500 Penalty: 4194.470215
	Iteration 8Q: 3 clusters Score -326187.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -326274.562500 Penalty: 4194.470215
	Iteration 9Q: 3 clusters Score -326274.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -326348.156250 Penalty: 4194.470215
	Iteration 10Q: 3 clusters Score -326348.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -326402.968750 Penalty: 4194.470215
	Iteration 11Q: 3 clusters Score -326403 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -326439.468750 Penalty: 4194.470215
	Iteration 12Q: 3 clusters Score -326439.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -326467.875000 Penalty: 4194.470215
	Iteration 13Q: 3 clusters Score -326467.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -326489.093750 Penalty: 4194.470215
	Iteration 14Q: 3 clusters Score -326489.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -326506.718750 Penalty: 4194.470215
	Iteration 15Q: 3 clusters Score -326506.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -326518.312500 Penalty: 4194.470215
	Iteration 16Q: 3 clusters Score -326518.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -326527.781250 Penalty: 4194.470215
	Iteration 17Q: 3 clusters Score -326527.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -326534.875000 Penalty: 4194.470215
	Iteration 18Q: 3 clusters Score -326534.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -326539.718750 Penalty: 4194.470215
	Iteration 19Q: 3 clusters Score -326539.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -326545.281250 Penalty: 4194.470215
	Iteration 20F: 3 clusters Score -326545.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -326548.187500 Penalty: 4194.470215
	Iteration 21Q: 3 clusters Score -326548.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -326549.781250 Penalty: 4194.470215
	Iteration 22Q: 3 clusters Score -326549.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -326551.093750 Penalty: 4194.470215
	Iteration 23Q: 3 clusters Score -326551.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -326551.406250 Penalty: 4194.470215
	Iteration 24Q: 3 clusters Score -326551.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -326551.218750 Penalty: 4194.470215
	Iteration 25Q: 3 clusters Score -326551.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -326551.218750 Penalty: 4194.470215
	Iteration 26F: 3 clusters Score -326551.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Entering Unmasked Estep 
Score: -92497.789062 Penalty: 1781.034790
	Iteration 0F: 2 clusters Score -92497.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -90353.640625 Penalty: 3562.069580
	Iteration 0F: 3 clusters Score -90353.64 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -90748.414062 Penalty: 3562.069580
	Iteration 1F: 3 clusters Score -90748.41 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -90858.367188 Penalty: 3562.069580
	Iteration 2F: 3 clusters Score -90858.37 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -90952.000000 Penalty: 3562.069580
	Iteration 3Q: 3 clusters Score -90952 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -91043.914062 Penalty: 3562.069580
	Iteration 4Q: 3 clusters Score -91043.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -91116.062500 Penalty: 3562.069580
	Iteration 5Q: 3 clusters Score -91116.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -91158.101562 Penalty: 3562.069580
	Iteration 6Q: 3 clusters Score -91158.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -91195.585938 Penalty: 3562.069580
	Iteration 7Q: 3 clusters Score -91195.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -91266.562500 Penalty: 3562.069580
	Iteration 8Q: 3 clusters Score -91266.56 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -91360.101562 Penalty: 3562.069580
	Iteration 9Q: 3 clusters Score -91360.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -91429.320312 Penalty: 3562.069580
	Iteration 10Q: 3 clusters Score -91429.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -91471.726562 Penalty: 3562.069580
	Iteration 11Q: 3 clusters Score -91471.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -91516.281250 Penalty: 3562.069580
	Iteration 12Q: 3 clusters Score -91516.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -91550.468750 Penalty: 3562.069580
	Iteration 13Q: 3 clusters Score -91550.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -91568.859375 Penalty: 3562.069580
	Iteration 14Q: 3 clusters Score -91568.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -91578.703125 Penalty: 3562.069580
	Iteration 15Q: 3 clusters Score -91578.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -91587.734375 Penalty: 3562.069580
	Iteration 16Q: 3 clusters Score -91587.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -91597.414062 Penalty: 3562.069580
	Iteration 17Q: 3 clusters Score -91597.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -91603.476562 Penalty: 3562.069580
	Iteration 18Q: 3 clusters Score -91603.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -91611.218750 Penalty: 3562.069580
	Iteration 19Q: 3 clusters Score -91611.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -91616.000000 Penalty: 3562.069580
	Iteration 20F: 3 clusters Score -91616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -91616.898438 Penalty: 3562.069580
	Iteration 21Q: 3 clusters Score -91616.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -91617.546875 Penalty: 3562.069580
	Iteration 22Q: 3 clusters Score -91617.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -91618.992188 Penalty: 3562.069580
	Iteration 23Q: 3 clusters Score -91618.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -91619.437500 Penalty: 3562.069580
	Iteration 24Q: 3 clusters Score -91619.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -91619.437500 Penalty: 3562.069580
	Iteration 25F: 3 clusters Score -91619.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80920 members 
Entering Unmasked Estep 
Score: -6171034.500000 Penalty: 2802.701660
	Iteration 0F: 2 clusters Score -6171034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -6116585.500000 Penalty: 5605.403320
	Iteration 0F: 3 clusters Score -6116586 nChanged 38190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -6138083.000000 Penalty: 5605.403320
	Iteration 1F: 3 clusters Score -6138083 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -6138645.500000 Penalty: 5605.403320
	Iteration 2Q: 3 clusters Score -6138646 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -6139290.500000 Penalty: 5605.403320
	Iteration 3Q: 3 clusters Score -6139290 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -6140285.500000 Penalty: 5605.403320
	Iteration 4Q: 3 clusters Score -6140286 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -6141862.000000 Penalty: 5605.403320
	Iteration 5Q: 3 clusters Score -6141862 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -6144496.500000 Penalty: 5605.403320
	Iteration 6F: 3 clusters Score -6144496 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56576 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -6148462.500000 Penalty: 5605.403320
	Iteration 7F: 3 clusters Score -6148462 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62416 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -6153768.500000 Penalty: 5605.403320
	Iteration 8F: 3 clusters Score -6153768 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67938 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -6159202.000000 Penalty: 5605.403320
	Iteration 9F: 3 clusters Score -6159202 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72014 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -6163413.500000 Penalty: 5605.403320
	Iteration 10F: 3 clusters Score -6163414 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74363 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -6165919.000000 Penalty: 5605.403320
	Iteration 11Q: 3 clusters Score -6165919 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75603 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -6167189.000000 Penalty: 5605.403320
	Iteration 12Q: 3 clusters Score -6167189 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76302 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -6167793.500000 Penalty: 5605.403320
	Iteration 13Q: 3 clusters Score -6167794 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76791 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -6168066.500000 Penalty: 5605.403320
	Iteration 14Q: 3 clusters Score -6168066 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77150 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -6168259.500000 Penalty: 5605.403320
	Iteration 15Q: 3 clusters Score -6168260 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77439 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -6168405.000000 Penalty: 5605.403320
	Iteration 16Q: 3 clusters Score -6168405 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77668 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -6168487.000000 Penalty: 5605.403320
	Iteration 17Q: 3 clusters Score -6168487 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77860 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -6168569.000000 Penalty: 5605.403320
	Iteration 18Q: 3 clusters Score -6168569 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78038 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -6168592.000000 Penalty: 5605.403320
	Iteration 19Q: 3 clusters Score -6168592 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78168 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -6168646.000000 Penalty: 5605.403320
	Iteration 20F: 3 clusters Score -6168646 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78263 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -6168675.000000 Penalty: 5605.403320
	Iteration 21Q: 3 clusters Score -6168675 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78355 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -6168707.000000 Penalty: 5605.403320
	Iteration 22Q: 3 clusters Score -6168707 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78438 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -6168707.500000 Penalty: 5605.403320
	Iteration 23Q: 3 clusters Score -6168708 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -6168737.500000 Penalty: 5605.403320
	Iteration 24Q: 3 clusters Score -6168738 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78585 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -6168755.500000 Penalty: 5605.403320
	Iteration 25Q: 3 clusters Score -6168756 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78650 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -6168767.000000 Penalty: 5605.403320
	Iteration 26Q: 3 clusters Score -6168767 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78689 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -6168783.500000 Penalty: 5605.403320
	Iteration 27Q: 3 clusters Score -6168784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78725 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -6168799.000000 Penalty: 5605.403320
	Iteration 28Q: 3 clusters Score -6168799 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78764 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -6168798.000000 Penalty: 5605.403320
	Iteration 29Q: 3 clusters Score -6168798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78800 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6168804.000000 Penalty: 5605.403320
	Iteration 30Q: 3 clusters Score -6168804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78840 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -6168807.000000 Penalty: 5605.403320
	Iteration 31Q: 3 clusters Score -6168807 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78875 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6168808.500000 Penalty: 5605.403320
	Iteration 32Q: 3 clusters Score -6168808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78906 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -6168809.500000 Penalty: 5605.403320
	Iteration 33Q: 3 clusters Score -6168810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78935 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -6168832.000000 Penalty: 5605.403320
	Iteration 34Q: 3 clusters Score -6168832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78951 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6168822.500000 Penalty: 5605.403320
	Iteration 35Q: 3 clusters Score -6168822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78967 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6168825.500000 Penalty: 5605.403320
	Iteration 36Q: 3 clusters Score -6168826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78980 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6168817.000000 Penalty: 5605.403320
	Iteration 37Q: 3 clusters Score -6168817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78996 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -6168834.500000 Penalty: 5605.403320
	Iteration 38Q: 3 clusters Score -6168834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79009 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -6168841.000000 Penalty: 5605.403320
	Iteration 39Q: 3 clusters Score -6168841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79027 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6168838.500000 Penalty: 5605.403320
	Iteration 40F: 3 clusters Score -6168838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79048 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6168851.000000 Penalty: 5605.403320
	Iteration 41Q: 3 clusters Score -6168851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79074 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -6168876.500000 Penalty: 5605.403320
	Iteration 42Q: 3 clusters Score -6168876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79099 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6168876.000000 Penalty: 5605.403320
	Iteration 43Q: 3 clusters Score -6168876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79126 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6168892.000000 Penalty: 5605.403320
	Iteration 44Q: 3 clusters Score -6168892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79145 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -6168897.500000 Penalty: 5605.403320
	Iteration 45Q: 3 clusters Score -6168898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79158 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -6168905.000000 Penalty: 5605.403320
	Iteration 46Q: 3 clusters Score -6168905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -6168903.000000 Penalty: 5605.403320
	Iteration 47Q: 3 clusters Score -6168903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79188 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6168897.500000 Penalty: 5605.403320
	Iteration 48Q: 3 clusters Score -6168898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79206 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -6168902.000000 Penalty: 5605.403320
	Iteration 49Q: 3 clusters Score -6168902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79218 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -6168899.000000 Penalty: 5605.403320
	Iteration 50Q: 3 clusters Score -6168899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79231 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -6168906.000000 Penalty: 5605.403320
	Iteration 51Q: 3 clusters Score -6168906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79247 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6168911.500000 Penalty: 5605.403320
	Iteration 52Q: 3 clusters Score -6168912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79259 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6168919.500000 Penalty: 5605.403320
	Iteration 53Q: 3 clusters Score -6168920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79269 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6168934.500000 Penalty: 5605.403320
	Iteration 54Q: 3 clusters Score -6168934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6168932.000000 Penalty: 5605.403320
	Iteration 55Q: 3 clusters Score -6168932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79284 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6168921.000000 Penalty: 5605.403320
	Iteration 56Q: 3 clusters Score -6168921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79292 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -6168926.500000 Penalty: 5605.403320
	Iteration 57Q: 3 clusters Score -6168926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79303 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -6168936.000000 Penalty: 5605.403320
	Iteration 58Q: 3 clusters Score -6168936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79308 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -6168930.500000 Penalty: 5605.403320
	Iteration 59Q: 3 clusters Score -6168930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79311 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6168935.500000 Penalty: 5605.403320
	Iteration 60F: 3 clusters Score -6168936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79317 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6168930.000000 Penalty: 5605.403320
	Iteration 61Q: 3 clusters Score -6168930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79321 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6168933.500000 Penalty: 5605.403320
	Iteration 62Q: 3 clusters Score -6168934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79324 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -6168931.500000 Penalty: 5605.403320
	Iteration 63Q: 3 clusters Score -6168932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79326 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6168931.000000 Penalty: 5605.403320
	Iteration 64Q: 3 clusters Score -6168931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79329 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6168931.500000 Penalty: 5605.403320
	Iteration 65Q: 3 clusters Score -6168932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79332 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -6168935.000000 Penalty: 5605.403320
	Iteration 66Q: 3 clusters Score -6168935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79334 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -6168933.500000 Penalty: 5605.403320
	Iteration 67Q: 3 clusters Score -6168934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79335 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6168933.000000 Penalty: 5605.403320
	Iteration 68Q: 3 clusters Score -6168933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79335 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6168933.000000 Penalty: 5605.403320
	Iteration 69F: 3 clusters Score -6168933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (356185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356185 members 
Entering Unmasked Estep 
Score: -26645584.000000 Penalty: 3170.235107
	Iteration 0F: 2 clusters Score -2.664558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178225 members 
Mstep: Class 2 contains 177960 members 
Entering Unmasked Estep 
Score: -26406208.000000 Penalty: 6340.470215
	Iteration 0F: 3 clusters Score -2.640621e+07 nChanged 172952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179053 members 
Mstep: Class 2 contains 177132 members 
Entering Unmasked Estep 
Score: -26508770.000000 Penalty: 6340.470215
	Iteration 1F: 3 clusters Score -2.650877e+07 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179552 members 
Mstep: Class 2 contains 176633 members 
Entering Unmasked Estep 
Score: -26510126.000000 Penalty: 6340.470215
	Iteration 2Q: 3 clusters Score -2.651013e+07 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180394 members 
Mstep: Class 2 contains 175791 members 
Entering Unmasked Estep 
Score: -26512258.000000 Penalty: 6340.470215
	Iteration 3Q: 3 clusters Score -2.651226e+07 nChanged 10136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181588 members 
Mstep: Class 2 contains 174597 members 
Entering Unmasked Estep 
Score: -26515052.000000 Penalty: 6340.470215
	Iteration 4Q: 3 clusters Score -2.651505e+07 nChanged 11438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183412 members 
Mstep: Class 2 contains 172773 members 
Entering Unmasked Estep 
Score: -26518492.000000 Penalty: 6340.470215
	Iteration 5Q: 3 clusters Score -2.651849e+07 nChanged 13366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186484 members 
Mstep: Class 2 contains 169701 members 
Entering Unmasked Estep 
Score: -26523242.000000 Penalty: 6340.470215
	Iteration 6Q: 3 clusters Score -2.652324e+07 nChanged 15855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191397 members 
Mstep: Class 2 contains 164788 members 
Entering Unmasked Estep 
Score: -26530082.000000 Penalty: 6340.470215
	Iteration 7Q: 3 clusters Score -2.653008e+07 nChanged 18551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198760 members 
Mstep: Class 2 contains 157425 members 
Entering Unmasked Estep 
Score: -26540148.000000 Penalty: 6340.470215
	Iteration 8F: 3 clusters Score -2.654015e+07 nChanged 20770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208876 members 
Mstep: Class 2 contains 147309 members 
Entering Unmasked Estep 
Score: -26553766.000000 Penalty: 6340.470215
	Iteration 9F: 3 clusters Score -2.655377e+07 nChanged 22069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220925 members 
Mstep: Class 2 contains 135260 members 
Entering Unmasked Estep 
Score: -26568942.000000 Penalty: 6340.470215
	Iteration 10F: 3 clusters Score -2.656894e+07 nChanged 21516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233115 members 
Mstep: Class 2 contains 123070 members 
Entering Unmasked Estep 
Score: -26584432.000000 Penalty: 6340.470215
	Iteration 11F: 3 clusters Score -2.658443e+07 nChanged 18589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243436 members 
Mstep: Class 2 contains 112749 members 
Entering Unmasked Estep 
Score: -26597330.000000 Penalty: 6340.470215
	Iteration 12F: 3 clusters Score -2.659733e+07 nChanged 14981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251491 members 
Mstep: Class 2 contains 104694 members 
Entering Unmasked Estep 
Score: -26607468.000000 Penalty: 6340.470215
	Iteration 13Q: 3 clusters Score -2.660747e+07 nChanged 11460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257521 members 
Mstep: Class 2 contains 98664 members 
Entering Unmasked Estep 
Score: -26615400.000000 Penalty: 6340.470215
	Iteration 14Q: 3 clusters Score -2.66154e+07 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262077 members 
Mstep: Class 2 contains 94108 members 
Entering Unmasked Estep 
Score: -26621860.000000 Penalty: 6340.470215
	Iteration 15Q: 3 clusters Score -2.662186e+07 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265394 members 
Mstep: Class 2 contains 90791 members 
Entering Unmasked Estep 
Score: -26626856.000000 Penalty: 6340.470215
	Iteration 16Q: 3 clusters Score -2.662686e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267405 members 
Mstep: Class 2 contains 88780 members 
Entering Unmasked Estep 
Score: -26630062.000000 Penalty: 6340.470215
	Iteration 17Q: 3 clusters Score -2.663006e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268539 members 
Mstep: Class 2 contains 87646 members 
Entering Unmasked Estep 
Score: -26632206.000000 Penalty: 6340.470215
	Iteration 18Q: 3 clusters Score -2.663221e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269045 members 
Mstep: Class 2 contains 87140 members 
Entering Unmasked Estep 
Score: -26633310.000000 Penalty: 6340.470215
	Iteration 19Q: 3 clusters Score -2.663331e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269239 members 
Mstep: Class 2 contains 86946 members 
Entering Unmasked Estep 
Score: -26634088.000000 Penalty: 6340.470215
	Iteration 20F: 3 clusters Score -2.663409e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269228 members 
Mstep: Class 2 contains 86957 members 
Entering Unmasked Estep 
Score: -26634690.000000 Penalty: 6340.470215
	Iteration 21Q: 3 clusters Score -2.663469e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269035 members 
Mstep: Class 2 contains 87150 members 
Entering Unmasked Estep 
Score: -26634990.000000 Penalty: 6340.470215
	Iteration 22Q: 3 clusters Score -2.663499e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268722 members 
Mstep: Class 2 contains 87463 members 
Entering Unmasked Estep 
Score: -26635194.000000 Penalty: 6340.470215
	Iteration 23Q: 3 clusters Score -2.663519e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268322 members 
Mstep: Class 2 contains 87863 members 
Entering Unmasked Estep 
Score: -26635256.000000 Penalty: 6340.470215
	Iteration 24Q: 3 clusters Score -2.663526e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267918 members 
Mstep: Class 2 contains 88267 members 
Entering Unmasked Estep 
Score: -26635294.000000 Penalty: 6340.470215
	Iteration 25Q: 3 clusters Score -2.663529e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267488 members 
Mstep: Class 2 contains 88697 members 
Entering Unmasked Estep 
Score: -26635322.000000 Penalty: 6340.470215
	Iteration 26Q: 3 clusters Score -2.663532e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267070 members 
Mstep: Class 2 contains 89115 members 
Entering Unmasked Estep 
Score: -26635376.000000 Penalty: 6340.470215
	Iteration 27Q: 3 clusters Score -2.663538e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266643 members 
Mstep: Class 2 contains 89542 members 
Entering Unmasked Estep 
Score: -26635396.000000 Penalty: 6340.470215
	Iteration 28Q: 3 clusters Score -2.66354e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266232 members 
Mstep: Class 2 contains 89953 members 
Entering Unmasked Estep 
Score: -26635464.000000 Penalty: 6340.470215
	Iteration 29Q: 3 clusters Score -2.663546e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265792 members 
Mstep: Class 2 contains 90393 members 
Entering Unmasked Estep 
Score: -26635440.000000 Penalty: 6340.470215
	Iteration 30Q: 3 clusters Score -2.663544e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265363 members 
Mstep: Class 2 contains 90822 members 
Entering Unmasked Estep 
Score: -26635448.000000 Penalty: 6340.470215
	Iteration 31Q: 3 clusters Score -2.663545e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264949 members 
Mstep: Class 2 contains 91236 members 
Entering Unmasked Estep 
Score: -26635444.000000 Penalty: 6340.470215
	Iteration 32Q: 3 clusters Score -2.663544e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264525 members 
Mstep: Class 2 contains 91660 members 
Entering Unmasked Estep 
Score: -26635476.000000 Penalty: 6340.470215
	Iteration 33Q: 3 clusters Score -2.663548e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264114 members 
Mstep: Class 2 contains 92071 members 
Entering Unmasked Estep 
Score: -26635490.000000 Penalty: 6340.470215
	Iteration 34Q: 3 clusters Score -2.663549e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263688 members 
Mstep: Class 2 contains 92497 members 
Entering Unmasked Estep 
Score: -26635464.000000 Penalty: 6340.470215
	Iteration 35Q: 3 clusters Score -2.663546e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263292 members 
Mstep: Class 2 contains 92893 members 
Entering Unmasked Estep 
Score: -26635426.000000 Penalty: 6340.470215
	Iteration 36Q: 3 clusters Score -2.663543e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262905 members 
Mstep: Class 2 contains 93280 members 
Entering Unmasked Estep 
Score: -26635428.000000 Penalty: 6340.470215
	Iteration 37Q: 3 clusters Score -2.663543e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262536 members 
Mstep: Class 2 contains 93649 members 
Entering Unmasked Estep 
Score: -26635416.000000 Penalty: 6340.470215
	Iteration 38Q: 3 clusters Score -2.663542e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262172 members 
Mstep: Class 2 contains 94013 members 
Entering Unmasked Estep 
Score: -26635422.000000 Penalty: 6340.470215
	Iteration 39Q: 3 clusters Score -2.663542e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261787 members 
Mstep: Class 2 contains 94398 members 
Entering Unmasked Estep 
Score: -26635418.000000 Penalty: 6340.470215
	Iteration 40F: 3 clusters Score -2.663542e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261407 members 
Mstep: Class 2 contains 94778 members 
Entering Unmasked Estep 
Score: -26635320.000000 Penalty: 6340.470215
	Iteration 41Q: 3 clusters Score -2.663532e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260989 members 
Mstep: Class 2 contains 95196 members 
Entering Unmasked Estep 
Score: -26635328.000000 Penalty: 6340.470215
	Iteration 42Q: 3 clusters Score -2.663533e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260561 members 
Mstep: Class 2 contains 95624 members 
Entering Unmasked Estep 
Score: -26635374.000000 Penalty: 6340.470215
	Iteration 43Q: 3 clusters Score -2.663537e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260138 members 
Mstep: Class 2 contains 96047 members 
Entering Unmasked Estep 
Score: -26635396.000000 Penalty: 6340.470215
	Iteration 44Q: 3 clusters Score -2.66354e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259723 members 
Mstep: Class 2 contains 96462 members 
Entering Unmasked Estep 
Score: -26635442.000000 Penalty: 6340.470215
	Iteration 45Q: 3 clusters Score -2.663544e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259325 members 
Mstep: Class 2 contains 96860 members 
Entering Unmasked Estep 
Score: -26635368.000000 Penalty: 6340.470215
	Iteration 46Q: 3 clusters Score -2.663537e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258926 members 
Mstep: Class 2 contains 97259 members 
Entering Unmasked Estep 
Score: -26635410.000000 Penalty: 6340.470215
	Iteration 47Q: 3 clusters Score -2.663541e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258500 members 
Mstep: Class 2 contains 97685 members 
Entering Unmasked Estep 
Score: -26635444.000000 Penalty: 6340.470215
	Iteration 48Q: 3 clusters Score -2.663544e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258061 members 
Mstep: Class 2 contains 98124 members 
Entering Unmasked Estep 
Score: -26635434.000000 Penalty: 6340.470215
	Iteration 49Q: 3 clusters Score -2.663543e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257619 members 
Mstep: Class 2 contains 98566 members 
Entering Unmasked Estep 
Score: -26635392.000000 Penalty: 6340.470215
	Iteration 50Q: 3 clusters Score -2.663539e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257185 members 
Mstep: Class 2 contains 99000 members 
Entering Unmasked Estep 
Score: -26635428.000000 Penalty: 6340.470215
	Iteration 51Q: 3 clusters Score -2.663543e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256753 members 
Mstep: Class 2 contains 99432 members 
Entering Unmasked Estep 
Score: -26635420.000000 Penalty: 6340.470215
	Iteration 52Q: 3 clusters Score -2.663542e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256302 members 
Mstep: Class 2 contains 99883 members 
Entering Unmasked Estep 
Score: -26635506.000000 Penalty: 6340.470215
	Iteration 53Q: 3 clusters Score -2.663551e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255876 members 
Mstep: Class 2 contains 100309 members 
Entering Unmasked Estep 
Score: -26635532.000000 Penalty: 6340.470215
	Iteration 54Q: 3 clusters Score -2.663553e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255478 members 
Mstep: Class 2 contains 100707 members 
Entering Unmasked Estep 
Score: -26635552.000000 Penalty: 6340.470215
	Iteration 55Q: 3 clusters Score -2.663555e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255091 members 
Mstep: Class 2 contains 101094 members 
Entering Unmasked Estep 
Score: -26635524.000000 Penalty: 6340.470215
	Iteration 56Q: 3 clusters Score -2.663552e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254695 members 
Mstep: Class 2 contains 101490 members 
Entering Unmasked Estep 
Score: -26635466.000000 Penalty: 6340.470215
	Iteration 57Q: 3 clusters Score -2.663547e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254302 members 
Mstep: Class 2 contains 101883 members 
Entering Unmasked Estep 
Score: -26635504.000000 Penalty: 6340.470215
	Iteration 58Q: 3 clusters Score -2.66355e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253885 members 
Mstep: Class 2 contains 102300 members 
Entering Unmasked Estep 
Score: -26635524.000000 Penalty: 6340.470215
	Iteration 59Q: 3 clusters Score -2.663552e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253449 members 
Mstep: Class 2 contains 102736 members 
Entering Unmasked Estep 
Score: -26635542.000000 Penalty: 6340.470215
	Iteration 60F: 3 clusters Score -2.663554e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253006 members 
Mstep: Class 2 contains 103179 members 
Entering Unmasked Estep 
Score: -26635522.000000 Penalty: 6340.470215
	Iteration 61Q: 3 clusters Score -2.663552e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252537 members 
Mstep: Class 2 contains 103648 members 
Entering Unmasked Estep 
Score: -26635534.000000 Penalty: 6340.470215
	Iteration 62Q: 3 clusters Score -2.663553e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252052 members 
Mstep: Class 2 contains 104133 members 
Entering Unmasked Estep 
Score: -26635552.000000 Penalty: 6340.470215
	Iteration 63Q: 3 clusters Score -2.663555e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251566 members 
Mstep: Class 2 contains 104619 members 
Entering Unmasked Estep 
Score: -26635590.000000 Penalty: 6340.470215
	Iteration 64Q: 3 clusters Score -2.663559e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251116 members 
Mstep: Class 2 contains 105069 members 
Entering Unmasked Estep 
Score: -26635642.000000 Penalty: 6340.470215
	Iteration 65Q: 3 clusters Score -2.663564e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250694 members 
Mstep: Class 2 contains 105491 members 
Entering Unmasked Estep 
Score: -26635552.000000 Penalty: 6340.470215
	Iteration 66Q: 3 clusters Score -2.663555e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250263 members 
Mstep: Class 2 contains 105922 members 
Entering Unmasked Estep 
Score: -26635616.000000 Penalty: 6340.470215
	Iteration 67Q: 3 clusters Score -2.663562e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249858 members 
Mstep: Class 2 contains 106327 members 
Entering Unmasked Estep 
Score: -26635552.000000 Penalty: 6340.470215
	Iteration 68Q: 3 clusters Score -2.663555e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249422 members 
Mstep: Class 2 contains 106763 members 
Entering Unmasked Estep 
Score: -26635620.000000 Penalty: 6340.470215
	Iteration 69Q: 3 clusters Score -2.663562e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248993 members 
Mstep: Class 2 contains 107192 members 
Entering Unmasked Estep 
Score: -26635608.000000 Penalty: 6340.470215
	Iteration 70Q: 3 clusters Score -2.663561e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248550 members 
Mstep: Class 2 contains 107635 members 
Entering Unmasked Estep 
Score: -26635560.000000 Penalty: 6340.470215
	Iteration 71Q: 3 clusters Score -2.663556e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248122 members 
Mstep: Class 2 contains 108063 members 
Entering Unmasked Estep 
Score: -26635524.000000 Penalty: 6340.470215
	Iteration 72Q: 3 clusters Score -2.663552e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247668 members 
Mstep: Class 2 contains 108517 members 
Entering Unmasked Estep 
Score: -26635536.000000 Penalty: 6340.470215
	Iteration 73Q: 3 clusters Score -2.663554e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247200 members 
Mstep: Class 2 contains 108985 members 
Entering Unmasked Estep 
Score: -26635462.000000 Penalty: 6340.470215
	Iteration 74Q: 3 clusters Score -2.663546e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246754 members 
Mstep: Class 2 contains 109431 members 
Entering Unmasked Estep 
Score: -26635460.000000 Penalty: 6340.470215
	Iteration 75Q: 3 clusters Score -2.663546e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246290 members 
Mstep: Class 2 contains 109895 members 
Entering Unmasked Estep 
Score: -26635494.000000 Penalty: 6340.470215
	Iteration 76Q: 3 clusters Score -2.663549e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245824 members 
Mstep: Class 2 contains 110361 members 
Entering Unmasked Estep 
Score: -26635480.000000 Penalty: 6340.470215
	Iteration 77Q: 3 clusters Score -2.663548e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245387 members 
Mstep: Class 2 contains 110798 members 
Entering Unmasked Estep 
Score: -26635522.000000 Penalty: 6340.470215
	Iteration 78Q: 3 clusters Score -2.663552e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244932 members 
Mstep: Class 2 contains 111253 members 
Entering Unmasked Estep 
Score: -26635580.000000 Penalty: 6340.470215
	Iteration 79Q: 3 clusters Score -2.663558e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244495 members 
Mstep: Class 2 contains 111690 members 
Entering Unmasked Estep 
Score: -26635650.000000 Penalty: 6340.470215
	Iteration 80F: 3 clusters Score -2.663565e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244089 members 
Mstep: Class 2 contains 112096 members 
Entering Unmasked Estep 
Score: -26635672.000000 Penalty: 6340.470215
	Iteration 81Q: 3 clusters Score -2.663567e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243686 members 
Mstep: Class 2 contains 112499 members 
Entering Unmasked Estep 
Score: -26635742.000000 Penalty: 6340.470215
	Iteration 82Q: 3 clusters Score -2.663574e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243309 members 
Mstep: Class 2 contains 112876 members 
Entering Unmasked Estep 
Score: -26635718.000000 Penalty: 6340.470215
	Iteration 83Q: 3 clusters Score -2.663572e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242910 members 
Mstep: Class 2 contains 113275 members 
Entering Unmasked Estep 
Score: -26635706.000000 Penalty: 6340.470215
	Iteration 84Q: 3 clusters Score -2.663571e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242510 members 
Mstep: Class 2 contains 113675 members 
Entering Unmasked Estep 
Score: -26635738.000000 Penalty: 6340.470215
	Iteration 85Q: 3 clusters Score -2.663574e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242149 members 
Mstep: Class 2 contains 114036 members 
Entering Unmasked Estep 
Score: -26635756.000000 Penalty: 6340.470215
	Iteration 86Q: 3 clusters Score -2.663576e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241808 members 
Mstep: Class 2 contains 114377 members 
Entering Unmasked Estep 
Score: -26635780.000000 Penalty: 6340.470215
	Iteration 87Q: 3 clusters Score -2.663578e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241453 members 
Mstep: Class 2 contains 114732 members 
Entering Unmasked Estep 
Score: -26635758.000000 Penalty: 6340.470215
	Iteration 88Q: 3 clusters Score -2.663576e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241083 members 
Mstep: Class 2 contains 115102 members 
Entering Unmasked Estep 
Score: -26635762.000000 Penalty: 6340.470215
	Iteration 89Q: 3 clusters Score -2.663576e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240729 members 
Mstep: Class 2 contains 115456 members 
Entering Unmasked Estep 
Score: -26635772.000000 Penalty: 6340.470215
	Iteration 90Q: 3 clusters Score -2.663577e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240396 members 
Mstep: Class 2 contains 115789 members 
Entering Unmasked Estep 
Score: -26635792.000000 Penalty: 6340.470215
	Iteration 91Q: 3 clusters Score -2.663579e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240065 members 
Mstep: Class 2 contains 116120 members 
Entering Unmasked Estep 
Score: -26635804.000000 Penalty: 6340.470215
	Iteration 92Q: 3 clusters Score -2.66358e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239767 members 
Mstep: Class 2 contains 116418 members 
Entering Unmasked Estep 
Score: -26635798.000000 Penalty: 6340.470215
	Iteration 93Q: 3 clusters Score -2.66358e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239467 members 
Mstep: Class 2 contains 116718 members 
Entering Unmasked Estep 
Score: -26635810.000000 Penalty: 6340.470215
	Iteration 94Q: 3 clusters Score -2.663581e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239167 members 
Mstep: Class 2 contains 117018 members 
Entering Unmasked Estep 
Score: -26635870.000000 Penalty: 6340.470215
	Iteration 95Q: 3 clusters Score -2.663587e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238869 members 
Mstep: Class 2 contains 117316 members 
Entering Unmasked Estep 
Score: -26635854.000000 Penalty: 6340.470215
	Iteration 96Q: 3 clusters Score -2.663585e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238558 members 
Mstep: Class 2 contains 117627 members 
Entering Unmasked Estep 
Score: -26635904.000000 Penalty: 6340.470215
	Iteration 97Q: 3 clusters Score -2.66359e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238247 members 
Mstep: Class 2 contains 117938 members 
Entering Unmasked Estep 
Score: -26635910.000000 Penalty: 6340.470215
	Iteration 98Q: 3 clusters Score -2.663591e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237908 members 
Mstep: Class 2 contains 118277 members 
Entering Unmasked Estep 
Score: -26635882.000000 Penalty: 6340.470215
	Iteration 99Q: 3 clusters Score -2.663588e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237587 members 
Mstep: Class 2 contains 118598 members 
Entering Unmasked Estep 
Score: -26635860.000000 Penalty: 6340.470215
	Iteration 100F: 3 clusters Score -2.663586e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237314 members 
Mstep: Class 2 contains 118871 members 
Entering Unmasked Estep 
Score: -26635850.000000 Penalty: 6340.470215
	Iteration 101Q: 3 clusters Score -2.663585e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237041 members 
Mstep: Class 2 contains 119144 members 
Entering Unmasked Estep 
Score: -26635934.000000 Penalty: 6340.470215
	Iteration 102Q: 3 clusters Score -2.663593e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236779 members 
Mstep: Class 2 contains 119406 members 
Entering Unmasked Estep 
Score: -26635940.000000 Penalty: 6340.470215
	Iteration 103Q: 3 clusters Score -2.663594e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236534 members 
Mstep: Class 2 contains 119651 members 
Entering Unmasked Estep 
Score: -26635976.000000 Penalty: 6340.470215
	Iteration 104Q: 3 clusters Score -2.663598e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236290 members 
Mstep: Class 2 contains 119895 members 
Entering Unmasked Estep 
Score: -26635930.000000 Penalty: 6340.470215
	Iteration 105Q: 3 clusters Score -2.663593e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236057 members 
Mstep: Class 2 contains 120128 members 
Entering Unmasked Estep 
Score: -26635922.000000 Penalty: 6340.470215
	Iteration 106Q: 3 clusters Score -2.663592e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235844 members 
Mstep: Class 2 contains 120341 members 
Entering Unmasked Estep 
Score: -26636032.000000 Penalty: 6340.470215
	Iteration 107Q: 3 clusters Score -2.663603e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235651 members 
Mstep: Class 2 contains 120534 members 
Entering Unmasked Estep 
Score: -26636054.000000 Penalty: 6340.470215
	Iteration 108Q: 3 clusters Score -2.663605e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235452 members 
Mstep: Class 2 contains 120733 members 
Entering Unmasked Estep 
Score: -26636012.000000 Penalty: 6340.470215
	Iteration 109Q: 3 clusters Score -2.663601e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235287 members 
Mstep: Class 2 contains 120898 members 
Entering Unmasked Estep 
Score: -26636026.000000 Penalty: 6340.470215
	Iteration 110Q: 3 clusters Score -2.663603e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235127 members 
Mstep: Class 2 contains 121058 members 
Entering Unmasked Estep 
Score: -26636024.000000 Penalty: 6340.470215
	Iteration 111Q: 3 clusters Score -2.663602e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234991 members 
Mstep: Class 2 contains 121194 members 
Entering Unmasked Estep 
Score: -26636022.000000 Penalty: 6340.470215
	Iteration 112Q: 3 clusters Score -2.663602e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234864 members 
Mstep: Class 2 contains 121321 members 
Entering Unmasked Estep 
Score: -26635990.000000 Penalty: 6340.470215
	Iteration 113Q: 3 clusters Score -2.663599e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234734 members 
Mstep: Class 2 contains 121451 members 
Entering Unmasked Estep 
Score: -26635986.000000 Penalty: 6340.470215
	Iteration 114Q: 3 clusters Score -2.663599e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234578 members 
Mstep: Class 2 contains 121607 members 
Entering Unmasked Estep 
Score: -26635990.000000 Penalty: 6340.470215
	Iteration 115Q: 3 clusters Score -2.663599e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234430 members 
Mstep: Class 2 contains 121755 members 
Entering Unmasked Estep 
Score: -26635964.000000 Penalty: 6340.470215
	Iteration 116Q: 3 clusters Score -2.663596e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234297 members 
Mstep: Class 2 contains 121888 members 
Entering Unmasked Estep 
Score: -26635974.000000 Penalty: 6340.470215
	Iteration 117Q: 3 clusters Score -2.663597e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234151 members 
Mstep: Class 2 contains 122034 members 
Entering Unmasked Estep 
Score: -26636010.000000 Penalty: 6340.470215
	Iteration 118Q: 3 clusters Score -2.663601e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234014 members 
Mstep: Class 2 contains 122171 members 
Entering Unmasked Estep 
Score: -26636026.000000 Penalty: 6340.470215
	Iteration 119Q: 3 clusters Score -2.663603e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233873 members 
Mstep: Class 2 contains 122312 members 
Entering Unmasked Estep 
Score: -26636046.000000 Penalty: 6340.470215
	Iteration 120F: 3 clusters Score -2.663605e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233737 members 
Mstep: Class 2 contains 122448 members 
Entering Unmasked Estep 
Score: -26636022.000000 Penalty: 6340.470215
	Iteration 121Q: 3 clusters Score -2.663602e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233595 members 
Mstep: Class 2 contains 122590 members 
Entering Unmasked Estep 
Score: -26636038.000000 Penalty: 6340.470215
	Iteration 122Q: 3 clusters Score -2.663604e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233487 members 
Mstep: Class 2 contains 122698 members 
Entering Unmasked Estep 
Score: -26636046.000000 Penalty: 6340.470215
	Iteration 123Q: 3 clusters Score -2.663605e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233378 members 
Mstep: Class 2 contains 122807 members 
Entering Unmasked Estep 
Score: -26636028.000000 Penalty: 6340.470215
	Iteration 124Q: 3 clusters Score -2.663603e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233283 members 
Mstep: Class 2 contains 122902 members 
Entering Unmasked Estep 
Score: -26635998.000000 Penalty: 6340.470215
	Iteration 125Q: 3 clusters Score -2.6636e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233199 members 
Mstep: Class 2 contains 122986 members 
Entering Unmasked Estep 
Score: -26636040.000000 Penalty: 6340.470215
	Iteration 126Q: 3 clusters Score -2.663604e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233124 members 
Mstep: Class 2 contains 123061 members 
Entering Unmasked Estep 
Score: -26636024.000000 Penalty: 6340.470215
	Iteration 127Q: 3 clusters Score -2.663602e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233059 members 
Mstep: Class 2 contains 123126 members 
Entering Unmasked Estep 
Score: -26636018.000000 Penalty: 6340.470215
	Iteration 128Q: 3 clusters Score -2.663602e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233000 members 
Mstep: Class 2 contains 123185 members 
Entering Unmasked Estep 
Score: -26636018.000000 Penalty: 6340.470215
	Iteration 129Q: 3 clusters Score -2.663602e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232952 members 
Mstep: Class 2 contains 123233 members 
Entering Unmasked Estep 
Score: -26636004.000000 Penalty: 6340.470215
	Iteration 130Q: 3 clusters Score -2.6636e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232909 members 
Mstep: Class 2 contains 123276 members 
Entering Unmasked Estep 
Score: -26635998.000000 Penalty: 6340.470215
	Iteration 131Q: 3 clusters Score -2.6636e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232865 members 
Mstep: Class 2 contains 123320 members 
Entering Unmasked Estep 
Score: -26635966.000000 Penalty: 6340.470215
	Iteration 132Q: 3 clusters Score -2.663597e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232833 members 
Mstep: Class 2 contains 123352 members 
Entering Unmasked Estep 
Score: -26635998.000000 Penalty: 6340.470215
	Iteration 133Q: 3 clusters Score -2.6636e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232808 members 
Mstep: Class 2 contains 123377 members 
Entering Unmasked Estep 
Score: -26635984.000000 Penalty: 6340.470215
	Iteration 134Q: 3 clusters Score -2.663598e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232781 members 
Mstep: Class 2 contains 123404 members 
Entering Unmasked Estep 
Score: -26635994.000000 Penalty: 6340.470215
	Iteration 135Q: 3 clusters Score -2.663599e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232762 members 
Mstep: Class 2 contains 123423 members 
Entering Unmasked Estep 
Score: -26635974.000000 Penalty: 6340.470215
	Iteration 136Q: 3 clusters Score -2.663597e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232744 members 
Mstep: Class 2 contains 123441 members 
Entering Unmasked Estep 
Score: -26635974.000000 Penalty: 6340.470215
	Iteration 137Q: 3 clusters Score -2.663597e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232726 members 
Mstep: Class 2 contains 123459 members 
Entering Unmasked Estep 
Score: -26635992.000000 Penalty: 6340.470215
	Iteration 138Q: 3 clusters Score -2.663599e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232709 members 
Mstep: Class 2 contains 123476 members 
Entering Unmasked Estep 
Score: -26635970.000000 Penalty: 6340.470215
	Iteration 139Q: 3 clusters Score -2.663597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232692 members 
Mstep: Class 2 contains 123493 members 
Entering Unmasked Estep 
Score: -26635980.000000 Penalty: 6340.470215
	Iteration 140F: 3 clusters Score -2.663598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232680 members 
Mstep: Class 2 contains 123505 members 
Entering Unmasked Estep 
Score: -26635998.000000 Penalty: 6340.470215
	Iteration 141Q: 3 clusters Score -2.6636e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232662 members 
Mstep: Class 2 contains 123523 members 
Entering Unmasked Estep 
Score: -26635980.000000 Penalty: 6340.470215
	Iteration 142Q: 3 clusters Score -2.663598e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232645 members 
Mstep: Class 2 contains 123540 members 
Entering Unmasked Estep 
Score: -26635968.000000 Penalty: 6340.470215
	Iteration 143Q: 3 clusters Score -2.663597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232626 members 
Mstep: Class 2 contains 123559 members 
Entering Unmasked Estep 
Score: -26635966.000000 Penalty: 6340.470215
	Iteration 144Q: 3 clusters Score -2.663597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232610 members 
Mstep: Class 2 contains 123575 members 
Entering Unmasked Estep 
Score: -26635962.000000 Penalty: 6340.470215
	Iteration 145Q: 3 clusters Score -2.663596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232598 members 
Mstep: Class 2 contains 123587 members 
Entering Unmasked Estep 
Score: -26635974.000000 Penalty: 6340.470215
	Iteration 146Q: 3 clusters Score -2.663597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232591 members 
Mstep: Class 2 contains 123594 members 
Entering Unmasked Estep 
Score: -26635954.000000 Penalty: 6340.470215
	Iteration 147Q: 3 clusters Score -2.663595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232586 members 
Mstep: Class 2 contains 123599 members 
Entering Unmasked Estep 
Score: -26635964.000000 Penalty: 6340.470215
	Iteration 148Q: 3 clusters Score -2.663596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232581 members 
Mstep: Class 2 contains 123604 members 
Entering Unmasked Estep 
Score: -26635944.000000 Penalty: 6340.470215
	Iteration 149Q: 3 clusters Score -2.663594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232576 members 
Mstep: Class 2 contains 123609 members 
Entering Unmasked Estep 
Score: -26635958.000000 Penalty: 6340.470215
	Iteration 150Q: 3 clusters Score -2.663596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232572 members 
Mstep: Class 2 contains 123613 members 
Entering Unmasked Estep 
Score: -26635954.000000 Penalty: 6340.470215
	Iteration 151Q: 3 clusters Score -2.663595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232570 members 
Mstep: Class 2 contains 123615 members 
Entering Unmasked Estep 
Score: -26635954.000000 Penalty: 6340.470215
	Iteration 152Q: 3 clusters Score -2.663595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232566 members 
Mstep: Class 2 contains 123619 members 
Entering Unmasked Estep 
Score: -26635962.000000 Penalty: 6340.470215
	Iteration 153Q: 3 clusters Score -2.663596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232557 members 
Mstep: Class 2 contains 123628 members 
Entering Unmasked Estep 
Score: -26635950.000000 Penalty: 6340.470215
	Iteration 154Q: 3 clusters Score -2.663595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232548 members 
Mstep: Class 2 contains 123637 members 
Entering Unmasked Estep 
Score: -26635952.000000 Penalty: 6340.470215
	Iteration 155Q: 3 clusters Score -2.663595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232542 members 
Mstep: Class 2 contains 123643 members 
Entering Unmasked Estep 
Score: -26635958.000000 Penalty: 6340.470215
	Iteration 156Q: 3 clusters Score -2.663596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232529 members 
Mstep: Class 2 contains 123656 members 
Entering Unmasked Estep 
Score: -26635988.000000 Penalty: 6340.470215
	Iteration 157Q: 3 clusters Score -2.663599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232516 members 
Mstep: Class 2 contains 123669 members 
Entering Unmasked Estep 
Score: -26635960.000000 Penalty: 6340.470215
	Iteration 158Q: 3 clusters Score -2.663596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232505 members 
Mstep: Class 2 contains 123680 members 
Entering Unmasked Estep 
Score: -26635950.000000 Penalty: 6340.470215
	Iteration 159Q: 3 clusters Score -2.663595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232497 members 
Mstep: Class 2 contains 123688 members 
Entering Unmasked Estep 
Score: -26635976.000000 Penalty: 6340.470215
	Iteration 160F: 3 clusters Score -2.663598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232488 members 
Mstep: Class 2 contains 123697 members 
Entering Unmasked Estep 
Score: -26635982.000000 Penalty: 6340.470215
	Iteration 161Q: 3 clusters Score -2.663598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232480 members 
Mstep: Class 2 contains 123705 members 
Entering Unmasked Estep 
Score: -26635988.000000 Penalty: 6340.470215
	Iteration 162Q: 3 clusters Score -2.663599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232471 members 
Mstep: Class 2 contains 123714 members 
Entering Unmasked Estep 
Score: -26635968.000000 Penalty: 6340.470215
	Iteration 163Q: 3 clusters Score -2.663597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232464 members 
Mstep: Class 2 contains 123721 members 
Entering Unmasked Estep 
Score: -26635980.000000 Penalty: 6340.470215
	Iteration 164Q: 3 clusters Score -2.663598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232460 members 
Mstep: Class 2 contains 123725 members 
Entering Unmasked Estep 
Score: -26635992.000000 Penalty: 6340.470215
	Iteration 165Q: 3 clusters Score -2.663599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232456 members 
Mstep: Class 2 contains 123729 members 
Entering Unmasked Estep 
Score: -26636000.000000 Penalty: 6340.470215
	Iteration 166Q: 3 clusters Score -2.6636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232456 members 
Mstep: Class 2 contains 123729 members 
Entering Unmasked Estep 
Score: -26636000.000000 Penalty: 6340.470215
	Iteration 167F: 3 clusters Score -2.6636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Entering Unmasked Estep 
Score: -3178269.750000 Penalty: 2630.629395
	Iteration 0F: 2 clusters Score -3178270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -3150927.750000 Penalty: 5261.258789
	Iteration 0F: 3 clusters Score -3150928 nChanged 18526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -3161061.250000 Penalty: 5261.258789
	Iteration 1F: 3 clusters Score -3161061 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -3161681.750000 Penalty: 5261.258789
	Iteration 2Q: 3 clusters Score -3161682 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -3162349.000000 Penalty: 5261.258789
	Iteration 3Q: 3 clusters Score -3162349 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -3163086.750000 Penalty: 5261.258789
	Iteration 4Q: 3 clusters Score -3163087 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -3163816.250000 Penalty: 5261.258789
	Iteration 5Q: 3 clusters Score -3163816 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -3164549.750000 Penalty: 5261.258789
	Iteration 6Q: 3 clusters Score -3164550 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -3165312.750000 Penalty: 5261.258789
	Iteration 7Q: 3 clusters Score -3165313 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -3166213.500000 Penalty: 5261.258789
	Iteration 8Q: 3 clusters Score -3166214 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -3167153.250000 Penalty: 5261.258789
	Iteration 9Q: 3 clusters Score -3167153 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -3168079.250000 Penalty: 5261.258789
	Iteration 10Q: 3 clusters Score -3168079 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -3168932.000000 Penalty: 5261.258789
	Iteration 11Q: 3 clusters Score -3168932 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -3169694.250000 Penalty: 5261.258789
	Iteration 12Q: 3 clusters Score -3169694 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -3170322.000000 Penalty: 5261.258789
	Iteration 13Q: 3 clusters Score -3170322 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -3170890.250000 Penalty: 5261.258789
	Iteration 14Q: 3 clusters Score -3170890 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -3171400.500000 Penalty: 5261.258789
	Iteration 15Q: 3 clusters Score -3171400 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -3171941.750000 Penalty: 5261.258789
	Iteration 16Q: 3 clusters Score -3171942 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -3172426.250000 Penalty: 5261.258789
	Iteration 17Q: 3 clusters Score -3172426 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -3172896.250000 Penalty: 5261.258789
	Iteration 18Q: 3 clusters Score -3172896 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -3173304.500000 Penalty: 5261.258789
	Iteration 19Q: 3 clusters Score -3173304 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -3173627.000000 Penalty: 5261.258789
	Iteration 20F: 3 clusters Score -3173627 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -3173867.250000 Penalty: 5261.258789
	Iteration 21Q: 3 clusters Score -3173867 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -3174067.250000 Penalty: 5261.258789
	Iteration 22Q: 3 clusters Score -3174067 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -3174177.000000 Penalty: 5261.258789
	Iteration 23Q: 3 clusters Score -3174177 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -3174246.500000 Penalty: 5261.258789
	Iteration 24Q: 3 clusters Score -3174246 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -3174332.000000 Penalty: 5261.258789
	Iteration 25Q: 3 clusters Score -3174332 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -3174407.000000 Penalty: 5261.258789
	Iteration 26Q: 3 clusters Score -3174407 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -3174487.500000 Penalty: 5261.258789
	Iteration 27Q: 3 clusters Score -3174488 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -3174573.750000 Penalty: 5261.258789
	Iteration 28Q: 3 clusters Score -3174574 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -3174635.750000 Penalty: 5261.258789
	Iteration 29Q: 3 clusters Score -3174636 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -3174693.250000 Penalty: 5261.258789
	Iteration 30Q: 3 clusters Score -3174693 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -3174758.500000 Penalty: 5261.258789
	Iteration 31Q: 3 clusters Score -3174758 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -3174810.500000 Penalty: 5261.258789
	Iteration 32Q: 3 clusters Score -3174810 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -3174892.250000 Penalty: 5261.258789
	Iteration 33Q: 3 clusters Score -3174892 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -3174960.250000 Penalty: 5261.258789
	Iteration 34Q: 3 clusters Score -3174960 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -3175032.750000 Penalty: 5261.258789
	Iteration 35Q: 3 clusters Score -3175033 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -3175107.000000 Penalty: 5261.258789
	Iteration 36Q: 3 clusters Score -3175107 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -3175194.250000 Penalty: 5261.258789
	Iteration 37Q: 3 clusters Score -3175194 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -3175269.500000 Penalty: 5261.258789
	Iteration 38Q: 3 clusters Score -3175270 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -3175356.250000 Penalty: 5261.258789
	Iteration 39Q: 3 clusters Score -3175356 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -3175435.250000 Penalty: 5261.258789
	Iteration 40F: 3 clusters Score -3175435 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -3175496.500000 Penalty: 5261.258789
	Iteration 41Q: 3 clusters Score -3175496 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -3175579.250000 Penalty: 5261.258789
	Iteration 42Q: 3 clusters Score -3175579 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -3175633.500000 Penalty: 5261.258789
	Iteration 43Q: 3 clusters Score -3175634 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -3175703.000000 Penalty: 5261.258789
	Iteration 44Q: 3 clusters Score -3175703 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -3175766.000000 Penalty: 5261.258789
	Iteration 45Q: 3 clusters Score -3175766 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -3175812.750000 Penalty: 5261.258789
	Iteration 46Q: 3 clusters Score -3175813 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -3175869.250000 Penalty: 5261.258789
	Iteration 47Q: 3 clusters Score -3175869 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -3175920.250000 Penalty: 5261.258789
	Iteration 48Q: 3 clusters Score -3175920 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -3175967.500000 Penalty: 5261.258789
	Iteration 49Q: 3 clusters Score -3175968 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -3176016.250000 Penalty: 5261.258789
	Iteration 50Q: 3 clusters Score -3176016 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -3176061.000000 Penalty: 5261.258789
	Iteration 51Q: 3 clusters Score -3176061 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -3176085.750000 Penalty: 5261.258789
	Iteration 52Q: 3 clusters Score -3176086 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -3176119.750000 Penalty: 5261.258789
	Iteration 53Q: 3 clusters Score -3176120 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -3176146.250000 Penalty: 5261.258789
	Iteration 54Q: 3 clusters Score -3176146 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -3176174.000000 Penalty: 5261.258789
	Iteration 55Q: 3 clusters Score -3176174 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -3176185.250000 Penalty: 5261.258789
	Iteration 56Q: 3 clusters Score -3176185 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -3176186.750000 Penalty: 5261.258789
	Iteration 57Q: 3 clusters Score -3176187 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -3176199.250000 Penalty: 5261.258789
	Iteration 58Q: 3 clusters Score -3176199 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -3176216.500000 Penalty: 5261.258789
	Iteration 59Q: 3 clusters Score -3176216 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -3176224.250000 Penalty: 5261.258789
	Iteration 60F: 3 clusters Score -3176224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -3176228.000000 Penalty: 5261.258789
	Iteration 61Q: 3 clusters Score -3176228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -3176232.750000 Penalty: 5261.258789
	Iteration 62Q: 3 clusters Score -3176233 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -3176232.000000 Penalty: 5261.258789
	Iteration 63Q: 3 clusters Score -3176232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -3176242.500000 Penalty: 5261.258789
	Iteration 64Q: 3 clusters Score -3176242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -3176245.000000 Penalty: 5261.258789
	Iteration 65Q: 3 clusters Score -3176245 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -3176256.500000 Penalty: 5261.258789
	Iteration 66Q: 3 clusters Score -3176256 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -3176269.000000 Penalty: 5261.258789
	Iteration 67Q: 3 clusters Score -3176269 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -3176279.750000 Penalty: 5261.258789
	Iteration 68Q: 3 clusters Score -3176280 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -3176300.500000 Penalty: 5261.258789
	Iteration 69Q: 3 clusters Score -3176300 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -3176303.500000 Penalty: 5261.258789
	Iteration 70Q: 3 clusters Score -3176304 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -3176314.000000 Penalty: 5261.258789
	Iteration 71Q: 3 clusters Score -3176314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -3176318.500000 Penalty: 5261.258789
	Iteration 72Q: 3 clusters Score -3176318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -3176325.750000 Penalty: 5261.258789
	Iteration 73Q: 3 clusters Score -3176326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -3176330.250000 Penalty: 5261.258789
	Iteration 74Q: 3 clusters Score -3176330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -3176336.000000 Penalty: 5261.258789
	Iteration 75Q: 3 clusters Score -3176336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -3176345.250000 Penalty: 5261.258789
	Iteration 76Q: 3 clusters Score -3176345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -3176345.000000 Penalty: 5261.258789
	Iteration 77Q: 3 clusters Score -3176345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -3176343.000000 Penalty: 5261.258789
	Iteration 78Q: 3 clusters Score -3176343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -3176344.250000 Penalty: 5261.258789
	Iteration 79Q: 3 clusters Score -3176344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -3176341.250000 Penalty: 5261.258789
	Iteration 80F: 3 clusters Score -3176341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -3176349.750000 Penalty: 5261.258789
	Iteration 81Q: 3 clusters Score -3176350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -3176349.500000 Penalty: 5261.258789
	Iteration 82Q: 3 clusters Score -3176350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -3176343.500000 Penalty: 5261.258789
	Iteration 83Q: 3 clusters Score -3176344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -3176341.500000 Penalty: 5261.258789
	Iteration 84Q: 3 clusters Score -3176342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -3176340.500000 Penalty: 5261.258789
	Iteration 85Q: 3 clusters Score -3176340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -3176343.500000 Penalty: 5261.258789
	Iteration 86Q: 3 clusters Score -3176344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -3176348.500000 Penalty: 5261.258789
	Iteration 87Q: 3 clusters Score -3176348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -3176346.500000 Penalty: 5261.258789
	Iteration 88Q: 3 clusters Score -3176346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -3176347.500000 Penalty: 5261.258789
	Iteration 89Q: 3 clusters Score -3176348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -3176346.250000 Penalty: 5261.258789
	Iteration 90Q: 3 clusters Score -3176346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -3176346.750000 Penalty: 5261.258789
	Iteration 91Q: 3 clusters Score -3176347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -3176349.500000 Penalty: 5261.258789
	Iteration 92Q: 3 clusters Score -3176350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -3176352.500000 Penalty: 5261.258789
	Iteration 93Q: 3 clusters Score -3176352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -3176352.500000 Penalty: 5261.258789
	Iteration 94F: 3 clusters Score -3176352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Entering Unmasked Estep 
Score: -246930.890625 Penalty: 2084.031494
	Iteration 0F: 2 clusters Score -246930.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -242886.562500 Penalty: 4168.062988
	Iteration 0F: 3 clusters Score -242886.6 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -244231.921875 Penalty: 4168.062988
	Iteration 1F: 3 clusters Score -244231.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -244863.671875 Penalty: 4168.062988
	Iteration 2F: 3 clusters Score -244863.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -245334.203125 Penalty: 4168.062988
	Iteration 3F: 3 clusters Score -245334.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -245707.109375 Penalty: 4168.062988
	Iteration 4F: 3 clusters Score -245707.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -245999.640625 Penalty: 4168.062988
	Iteration 5F: 3 clusters Score -245999.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -246176.250000 Penalty: 4168.062988
	Iteration 6Q: 3 clusters Score -246176.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -246347.515625 Penalty: 4168.062988
	Iteration 7Q: 3 clusters Score -246347.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -246495.687500 Penalty: 4168.062988
	Iteration 8Q: 3 clusters Score -246495.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -246587.906250 Penalty: 4168.062988
	Iteration 9Q: 3 clusters Score -246587.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -246640.953125 Penalty: 4168.062988
	Iteration 10Q: 3 clusters Score -246641 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -246675.765625 Penalty: 4168.062988
	Iteration 11Q: 3 clusters Score -246675.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -246712.187500 Penalty: 4168.062988
	Iteration 12Q: 3 clusters Score -246712.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -246751.390625 Penalty: 4168.062988
	Iteration 13Q: 3 clusters Score -246751.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -246775.671875 Penalty: 4168.062988
	Iteration 14Q: 3 clusters Score -246775.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -246797.359375 Penalty: 4168.062988
	Iteration 15Q: 3 clusters Score -246797.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -246814.890625 Penalty: 4168.062988
	Iteration 16Q: 3 clusters Score -246814.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -246827.218750 Penalty: 4168.062988
	Iteration 17Q: 3 clusters Score -246827.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -246840.625000 Penalty: 4168.062988
	Iteration 18Q: 3 clusters Score -246840.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -246848.468750 Penalty: 4168.062988
	Iteration 19Q: 3 clusters Score -246848.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -246853.500000 Penalty: 4168.062988
	Iteration 20F: 3 clusters Score -246853.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -246857.953125 Penalty: 4168.062988
	Iteration 21Q: 3 clusters Score -246858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -246862.453125 Penalty: 4168.062988
	Iteration 22Q: 3 clusters Score -246862.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -246865.968750 Penalty: 4168.062988
	Iteration 23Q: 3 clusters Score -246866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -246870.125000 Penalty: 4168.062988
	Iteration 24Q: 3 clusters Score -246870.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -246872.453125 Penalty: 4168.062988
	Iteration 25Q: 3 clusters Score -246872.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -246874.468750 Penalty: 4168.062988
	Iteration 26Q: 3 clusters Score -246874.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -246876.812500 Penalty: 4168.062988
	Iteration 27Q: 3 clusters Score -246876.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -246877.796875 Penalty: 4168.062988
	Iteration 28Q: 3 clusters Score -246877.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -246878.171875 Penalty: 4168.062988
	Iteration 29Q: 3 clusters Score -246878.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -246879.046875 Penalty: 4168.062988
	Iteration 30Q: 3 clusters Score -246879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -246879.671875 Penalty: 4168.062988
	Iteration 31Q: 3 clusters Score -246879.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -246879.671875 Penalty: 4168.062988
	Iteration 32F: 3 clusters Score -246879.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Entering Unmasked Estep 
Score: -353420.562500 Penalty: 2109.570801
	Iteration 0F: 2 clusters Score -353420.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -348917.937500 Penalty: 4219.141602
	Iteration 0F: 3 clusters Score -348917.9 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -350139.687500 Penalty: 4219.141602
	Iteration 1F: 3 clusters Score -350139.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -350719.937500 Penalty: 4219.141602
	Iteration 2F: 3 clusters Score -350719.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -351276.718750 Penalty: 4219.141602
	Iteration 3F: 3 clusters Score -351276.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -351763.500000 Penalty: 4219.141602
	Iteration 4F: 3 clusters Score -351763.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -352102.406250 Penalty: 4219.141602
	Iteration 5F: 3 clusters Score -352102.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -352283.531250 Penalty: 4219.141602
	Iteration 6Q: 3 clusters Score -352283.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -352368.031250 Penalty: 4219.141602
	Iteration 7Q: 3 clusters Score -352368 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -352420.906250 Penalty: 4219.141602
	Iteration 8Q: 3 clusters Score -352420.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -352455.812500 Penalty: 4219.141602
	Iteration 9Q: 3 clusters Score -352455.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -352480.937500 Penalty: 4219.141602
	Iteration 10Q: 3 clusters Score -352480.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -352498.500000 Penalty: 4219.141602
	Iteration 11Q: 3 clusters Score -352498.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -352516.312500 Penalty: 4219.141602
	Iteration 12Q: 3 clusters Score -352516.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -352531.750000 Penalty: 4219.141602
	Iteration 13Q: 3 clusters Score -352531.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -352550.218750 Penalty: 4219.141602
	Iteration 14Q: 3 clusters Score -352550.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -352566.718750 Penalty: 4219.141602
	Iteration 15Q: 3 clusters Score -352566.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -352575.406250 Penalty: 4219.141602
	Iteration 16Q: 3 clusters Score -352575.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -352581.593750 Penalty: 4219.141602
	Iteration 17Q: 3 clusters Score -352581.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -352590.468750 Penalty: 4219.141602
	Iteration 18Q: 3 clusters Score -352590.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -352595.250000 Penalty: 4219.141602
	Iteration 19Q: 3 clusters Score -352595.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -352598.750000 Penalty: 4219.141602
	Iteration 20F: 3 clusters Score -352598.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -352604.312500 Penalty: 4219.141602
	Iteration 21Q: 3 clusters Score -352604.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -352607.593750 Penalty: 4219.141602
	Iteration 22Q: 3 clusters Score -352607.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -352611.937500 Penalty: 4219.141602
	Iteration 23Q: 3 clusters Score -352611.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -352616.625000 Penalty: 4219.141602
	Iteration 24Q: 3 clusters Score -352616.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -352620.656250 Penalty: 4219.141602
	Iteration 25Q: 3 clusters Score -352620.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -352622.562500 Penalty: 4219.141602
	Iteration 26Q: 3 clusters Score -352622.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -352624.281250 Penalty: 4219.141602
	Iteration 27Q: 3 clusters Score -352624.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -352625.187500 Penalty: 4219.141602
	Iteration 28Q: 3 clusters Score -352625.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -352627.062500 Penalty: 4219.141602
	Iteration 29Q: 3 clusters Score -352627.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -352627.031250 Penalty: 4219.141602
	Iteration 30Q: 3 clusters Score -352627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -352627.031250 Penalty: 4219.141602
	Iteration 31F: 3 clusters Score -352627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Entering Unmasked Estep 
Score: -549173.187500 Penalty: 2202.729736
	Iteration 0F: 2 clusters Score -549173.2 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 3597 members 
Entering Unmasked Estep 
Score: -543270.562500 Penalty: 4405.459473
	Iteration 0F: 3 clusters Score -543270.6 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -544912.062500 Penalty: 4405.459473
	Iteration 1F: 3 clusters Score -544912.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -545247.375000 Penalty: 4405.459473
	Iteration 2F: 3 clusters Score -545247.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -545493.750000 Penalty: 4405.459473
	Iteration 3F: 3 clusters Score -545493.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -545718.312500 Penalty: 4405.459473
	Iteration 4F: 3 clusters Score -545718.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -545884.062500 Penalty: 4405.459473
	Iteration 5Q: 3 clusters Score -545884.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -546022.562500 Penalty: 4405.459473
	Iteration 6Q: 3 clusters Score -546022.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -546175.250000 Penalty: 4405.459473
	Iteration 7Q: 3 clusters Score -546175.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -546318.562500 Penalty: 4405.459473
	Iteration 8Q: 3 clusters Score -546318.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -546471.750000 Penalty: 4405.459473
	Iteration 9Q: 3 clusters Score -546471.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -546614.875000 Penalty: 4405.459473
	Iteration 10Q: 3 clusters Score -546614.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -546775.437500 Penalty: 4405.459473
	Iteration 11Q: 3 clusters Score -546775.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -546923.437500 Penalty: 4405.459473
	Iteration 12Q: 3 clusters Score -546923.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -547060.312500 Penalty: 4405.459473
	Iteration 13Q: 3 clusters Score -547060.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -547180.812500 Penalty: 4405.459473
	Iteration 14Q: 3 clusters Score -547180.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -547277.687500 Penalty: 4405.459473
	Iteration 15Q: 3 clusters Score -547277.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -547402.187500 Penalty: 4405.459473
	Iteration 16Q: 3 clusters Score -547402.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -547544.562500 Penalty: 4405.459473
	Iteration 17Q: 3 clusters Score -547544.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -547654.875000 Penalty: 4405.459473
	Iteration 18Q: 3 clusters Score -547654.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -547714.875000 Penalty: 4405.459473
	Iteration 19Q: 3 clusters Score -547714.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -547755.375000 Penalty: 4405.459473
	Iteration 20F: 3 clusters Score -547755.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -547784.562500 Penalty: 4405.459473
	Iteration 21Q: 3 clusters Score -547784.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -547801.125000 Penalty: 4405.459473
	Iteration 22Q: 3 clusters Score -547801.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -547817.000000 Penalty: 4405.459473
	Iteration 23Q: 3 clusters Score -547817 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -547828.937500 Penalty: 4405.459473
	Iteration 24Q: 3 clusters Score -547828.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -547838.625000 Penalty: 4405.459473
	Iteration 25Q: 3 clusters Score -547838.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -547846.500000 Penalty: 4405.459473
	Iteration 26Q: 3 clusters Score -547846.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -547852.312500 Penalty: 4405.459473
	Iteration 27Q: 3 clusters Score -547852.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -547857.750000 Penalty: 4405.459473
	Iteration 28Q: 3 clusters Score -547857.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -547863.750000 Penalty: 4405.459473
	Iteration 29Q: 3 clusters Score -547863.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -547867.750000 Penalty: 4405.459473
	Iteration 30Q: 3 clusters Score -547867.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -547874.062500 Penalty: 4405.459473
	Iteration 31Q: 3 clusters Score -547874.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -547882.250000 Penalty: 4405.459473
	Iteration 32Q: 3 clusters Score -547882.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -547890.500000 Penalty: 4405.459473
	Iteration 33Q: 3 clusters Score -547890.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -547892.875000 Penalty: 4405.459473
	Iteration 34Q: 3 clusters Score -547892.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -547895.625000 Penalty: 4405.459473
	Iteration 35Q: 3 clusters Score -547895.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -547897.625000 Penalty: 4405.459473
	Iteration 36Q: 3 clusters Score -547897.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -547898.750000 Penalty: 4405.459473
	Iteration 37Q: 3 clusters Score -547898.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -547902.000000 Penalty: 4405.459473
	Iteration 38Q: 3 clusters Score -547902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -547903.625000 Penalty: 4405.459473
	Iteration 39Q: 3 clusters Score -547903.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -547905.187500 Penalty: 4405.459473
	Iteration 40F: 3 clusters Score -547905.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -547904.750000 Penalty: 4405.459473
	Iteration 41Q: 3 clusters Score -547904.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -547905.000000 Penalty: 4405.459473
	Iteration 42Q: 3 clusters Score -547905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -547905.000000 Penalty: 4405.459473
	Iteration 43F: 3 clusters Score -547905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Entering Unmasked Estep 
Score: -478583.062500 Penalty: 2173.911133
	Iteration 0F: 2 clusters Score -478583.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -473328.625000 Penalty: 4347.822266
	Iteration 0F: 3 clusters Score -473328.6 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -474708.531250 Penalty: 4347.822266
	Iteration 1F: 3 clusters Score -474708.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -474979.937500 Penalty: 4347.822266
	Iteration 2F: 3 clusters Score -474979.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -475210.562500 Penalty: 4347.822266
	Iteration 3F: 3 clusters Score -475210.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -475440.718750 Penalty: 4347.822266
	Iteration 4F: 3 clusters Score -475440.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -475671.625000 Penalty: 4347.822266
	Iteration 5Q: 3 clusters Score -475671.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -475880.125000 Penalty: 4347.822266
	Iteration 6Q: 3 clusters Score -475880.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -476084.406250 Penalty: 4347.822266
	Iteration 7Q: 3 clusters Score -476084.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -476244.781250 Penalty: 4347.822266
	Iteration 8Q: 3 clusters Score -476244.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -476368.062500 Penalty: 4347.822266
	Iteration 9Q: 3 clusters Score -476368.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -476462.437500 Penalty: 4347.822266
	Iteration 10Q: 3 clusters Score -476462.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -476542.062500 Penalty: 4347.822266
	Iteration 11Q: 3 clusters Score -476542.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -476596.000000 Penalty: 4347.822266
	Iteration 12Q: 3 clusters Score -476596 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -476627.875000 Penalty: 4347.822266
	Iteration 13Q: 3 clusters Score -476627.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -476652.062500 Penalty: 4347.822266
	Iteration 14Q: 3 clusters Score -476652.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -476669.687500 Penalty: 4347.822266
	Iteration 15Q: 3 clusters Score -476669.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -476684.250000 Penalty: 4347.822266
	Iteration 16Q: 3 clusters Score -476684.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -476696.187500 Penalty: 4347.822266
	Iteration 17Q: 3 clusters Score -476696.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -476706.500000 Penalty: 4347.822266
	Iteration 18Q: 3 clusters Score -476706.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -476720.187500 Penalty: 4347.822266
	Iteration 19Q: 3 clusters Score -476720.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -476733.156250 Penalty: 4347.822266
	Iteration 20F: 3 clusters Score -476733.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -476742.250000 Penalty: 4347.822266
	Iteration 21Q: 3 clusters Score -476742.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -476750.531250 Penalty: 4347.822266
	Iteration 22Q: 3 clusters Score -476750.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -476758.250000 Penalty: 4347.822266
	Iteration 23Q: 3 clusters Score -476758.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -476764.250000 Penalty: 4347.822266
	Iteration 24Q: 3 clusters Score -476764.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -476772.343750 Penalty: 4347.822266
	Iteration 25Q: 3 clusters Score -476772.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -476777.125000 Penalty: 4347.822266
	Iteration 26Q: 3 clusters Score -476777.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -476780.468750 Penalty: 4347.822266
	Iteration 27Q: 3 clusters Score -476780.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -476783.531250 Penalty: 4347.822266
	Iteration 28Q: 3 clusters Score -476783.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -476785.500000 Penalty: 4347.822266
	Iteration 29Q: 3 clusters Score -476785.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -476791.218750 Penalty: 4347.822266
	Iteration 30Q: 3 clusters Score -476791.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -476795.125000 Penalty: 4347.822266
	Iteration 31Q: 3 clusters Score -476795.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -476796.281250 Penalty: 4347.822266
	Iteration 32Q: 3 clusters Score -476796.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -476799.625000 Penalty: 4347.822266
	Iteration 33Q: 3 clusters Score -476799.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -476801.906250 Penalty: 4347.822266
	Iteration 34Q: 3 clusters Score -476801.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -476802.812500 Penalty: 4347.822266
	Iteration 35Q: 3 clusters Score -476802.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -476804.781250 Penalty: 4347.822266
	Iteration 36Q: 3 clusters Score -476804.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -476806.625000 Penalty: 4347.822266
	Iteration 37Q: 3 clusters Score -476806.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -476807.281250 Penalty: 4347.822266
	Iteration 38Q: 3 clusters Score -476807.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -476809.125000 Penalty: 4347.822266
	Iteration 39Q: 3 clusters Score -476809.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -476809.406250 Penalty: 4347.822266
	Iteration 40F: 3 clusters Score -476809.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130116 members 
Entering Unmasked Estep 
Score: -9942000.000000 Penalty: 2920.492920
	Iteration 0F: 2 clusters Score -9942000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64997 members 
Mstep: Class 2 contains 65119 members 
Entering Unmasked Estep 
Score: -9855004.000000 Penalty: 5840.985840
	Iteration 0F: 3 clusters Score -9855004 nChanged 62172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63535 members 
Mstep: Class 2 contains 66581 members 
Entering Unmasked Estep 
Score: -9890698.000000 Penalty: 5840.985840
	Iteration 1F: 3 clusters Score -9890698 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62622 members 
Mstep: Class 2 contains 67494 members 
Entering Unmasked Estep 
Score: -9891910.000000 Penalty: 5840.985840
	Iteration 2Q: 3 clusters Score -9891910 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61224 members 
Mstep: Class 2 contains 68892 members 
Entering Unmasked Estep 
Score: -9893263.000000 Penalty: 5840.985840
	Iteration 3Q: 3 clusters Score -9893263 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59114 members 
Mstep: Class 2 contains 71002 members 
Entering Unmasked Estep 
Score: -9895261.000000 Penalty: 5840.985840
	Iteration 4Q: 3 clusters Score -9895261 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56024 members 
Mstep: Class 2 contains 74092 members 
Entering Unmasked Estep 
Score: -9898105.000000 Penalty: 5840.985840
	Iteration 5Q: 3 clusters Score -9898105 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 78224 members 
Entering Unmasked Estep 
Score: -9902098.000000 Penalty: 5840.985840
	Iteration 6F: 3 clusters Score -9902098 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 83211 members 
Entering Unmasked Estep 
Score: -9906967.000000 Penalty: 5840.985840
	Iteration 7F: 3 clusters Score -9906967 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 88742 members 
Entering Unmasked Estep 
Score: -9912962.000000 Penalty: 5840.985840
	Iteration 8F: 3 clusters Score -9912962 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 93754 members 
Entering Unmasked Estep 
Score: -9918493.000000 Penalty: 5840.985840
	Iteration 9F: 3 clusters Score -9918493 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 97692 members 
Entering Unmasked Estep 
Score: -9922734.000000 Penalty: 5840.985840
	Iteration 10Q: 3 clusters Score -9922734 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 100707 members 
Entering Unmasked Estep 
Score: -9925468.000000 Penalty: 5840.985840
	Iteration 11Q: 3 clusters Score -9925468 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 103347 members 
Entering Unmasked Estep 
Score: -9927096.000000 Penalty: 5840.985840
	Iteration 12Q: 3 clusters Score -9927096 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 105834 members 
Entering Unmasked Estep 
Score: -9928361.000000 Penalty: 5840.985840
	Iteration 13Q: 3 clusters Score -9928361 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 108269 members 
Entering Unmasked Estep 
Score: -9929428.000000 Penalty: 5840.985840
	Iteration 14Q: 3 clusters Score -9929428 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 110643 members 
Entering Unmasked Estep 
Score: -9930519.000000 Penalty: 5840.985840
	Iteration 15Q: 3 clusters Score -9930519 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 112961 members 
Entering Unmasked Estep 
Score: -9931717.000000 Penalty: 5840.985840
	Iteration 16Q: 3 clusters Score -9931717 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 115144 members 
Entering Unmasked Estep 
Score: -9932828.000000 Penalty: 5840.985840
	Iteration 17Q: 3 clusters Score -9932828 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 117218 members 
Entering Unmasked Estep 
Score: -9933900.000000 Penalty: 5840.985840
	Iteration 18Q: 3 clusters Score -9933900 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 119111 members 
Entering Unmasked Estep 
Score: -9934869.000000 Penalty: 5840.985840
	Iteration 19Q: 3 clusters Score -9934869 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 120769 members 
Entering Unmasked Estep 
Score: -9935830.000000 Penalty: 5840.985840
	Iteration 20F: 3 clusters Score -9935830 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 122219 members 
Entering Unmasked Estep 
Score: -9936603.000000 Penalty: 5840.985840
	Iteration 21Q: 3 clusters Score -9936603 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 123418 members 
Entering Unmasked Estep 
Score: -9937263.000000 Penalty: 5840.985840
	Iteration 22Q: 3 clusters Score -9937263 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 124398 members 
Entering Unmasked Estep 
Score: -9937762.000000 Penalty: 5840.985840
	Iteration 23Q: 3 clusters Score -9937762 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 125163 members 
Entering Unmasked Estep 
Score: -9938071.000000 Penalty: 5840.985840
	Iteration 24Q: 3 clusters Score -9938071 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 125813 members 
Entering Unmasked Estep 
Score: -9938408.000000 Penalty: 5840.985840
	Iteration 25Q: 3 clusters Score -9938408 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 126337 members 
Entering Unmasked Estep 
Score: -9938704.000000 Penalty: 5840.985840
	Iteration 26Q: 3 clusters Score -9938704 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 126741 members 
Entering Unmasked Estep 
Score: -9938884.000000 Penalty: 5840.985840
	Iteration 27Q: 3 clusters Score -9938884 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 127065 members 
Entering Unmasked Estep 
Score: -9939017.000000 Penalty: 5840.985840
	Iteration 28Q: 3 clusters Score -9939017 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 127337 members 
Entering Unmasked Estep 
Score: -9939146.000000 Penalty: 5840.985840
	Iteration 29Q: 3 clusters Score -9939146 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 127572 members 
Entering Unmasked Estep 
Score: -9939245.000000 Penalty: 5840.985840
	Iteration 30Q: 3 clusters Score -9939245 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 127759 members 
Entering Unmasked Estep 
Score: -9939317.000000 Penalty: 5840.985840
	Iteration 31Q: 3 clusters Score -9939317 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 127924 members 
Entering Unmasked Estep 
Score: -9939390.000000 Penalty: 5840.985840
	Iteration 32Q: 3 clusters Score -9939390 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 128059 members 
Entering Unmasked Estep 
Score: -9939438.000000 Penalty: 5840.985840
	Iteration 33Q: 3 clusters Score -9939438 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 128173 members 
Entering Unmasked Estep 
Score: -9939487.000000 Penalty: 5840.985840
	Iteration 34Q: 3 clusters Score -9939487 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 128266 members 
Entering Unmasked Estep 
Score: -9939505.000000 Penalty: 5840.985840
	Iteration 35Q: 3 clusters Score -9939505 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 128333 members 
Entering Unmasked Estep 
Score: -9939538.000000 Penalty: 5840.985840
	Iteration 36Q: 3 clusters Score -9939538 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 128387 members 
Entering Unmasked Estep 
Score: -9939553.000000 Penalty: 5840.985840
	Iteration 37Q: 3 clusters Score -9939553 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 128431 members 
Entering Unmasked Estep 
Score: -9939564.000000 Penalty: 5840.985840
	Iteration 38Q: 3 clusters Score -9939564 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 128470 members 
Entering Unmasked Estep 
Score: -9939578.000000 Penalty: 5840.985840
	Iteration 39Q: 3 clusters Score -9939578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 128498 members 
Entering Unmasked Estep 
Score: -9939582.000000 Penalty: 5840.985840
	Iteration 40F: 3 clusters Score -9939582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 128526 members 
Entering Unmasked Estep 
Score: -9939598.000000 Penalty: 5840.985840
	Iteration 41Q: 3 clusters Score -9939598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 128553 members 
Entering Unmasked Estep 
Score: -9939610.000000 Penalty: 5840.985840
	Iteration 42Q: 3 clusters Score -9939610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 128581 members 
Entering Unmasked Estep 
Score: -9939629.000000 Penalty: 5840.985840
	Iteration 43Q: 3 clusters Score -9939629 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 128613 members 
Entering Unmasked Estep 
Score: -9939620.000000 Penalty: 5840.985840
	Iteration 44Q: 3 clusters Score -9939620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 128637 members 
Entering Unmasked Estep 
Score: -9939614.000000 Penalty: 5840.985840
	Iteration 45Q: 3 clusters Score -9939614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 128655 members 
Entering Unmasked Estep 
Score: -9939621.000000 Penalty: 5840.985840
	Iteration 46Q: 3 clusters Score -9939621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 128675 members 
Entering Unmasked Estep 
Score: -9939613.000000 Penalty: 5840.985840
	Iteration 47Q: 3 clusters Score -9939613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 128690 members 
Entering Unmasked Estep 
Score: -9939615.000000 Penalty: 5840.985840
	Iteration 48Q: 3 clusters Score -9939615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 128707 members 
Entering Unmasked Estep 
Score: -9939627.000000 Penalty: 5840.985840
	Iteration 49Q: 3 clusters Score -9939627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 128723 members 
Entering Unmasked Estep 
Score: -9939634.000000 Penalty: 5840.985840
	Iteration 50Q: 3 clusters Score -9939634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 128734 members 
Entering Unmasked Estep 
Score: -9939641.000000 Penalty: 5840.985840
	Iteration 51Q: 3 clusters Score -9939641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 128748 members 
Entering Unmasked Estep 
Score: -9939647.000000 Penalty: 5840.985840
	Iteration 52Q: 3 clusters Score -9939647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 128753 members 
Entering Unmasked Estep 
Score: -9939666.000000 Penalty: 5840.985840
	Iteration 53Q: 3 clusters Score -9939666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 128759 members 
Entering Unmasked Estep 
Score: -9939657.000000 Penalty: 5840.985840
	Iteration 54Q: 3 clusters Score -9939657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 128760 members 
Entering Unmasked Estep 
Score: -9939650.000000 Penalty: 5840.985840
	Iteration 55Q: 3 clusters Score -9939650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 128762 members 
Entering Unmasked Estep 
Score: -9939649.000000 Penalty: 5840.985840
	Iteration 56Q: 3 clusters Score -9939649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 128763 members 
Entering Unmasked Estep 
Score: -9939653.000000 Penalty: 5840.985840
	Iteration 57Q: 3 clusters Score -9939653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 128763 members 
Entering Unmasked Estep 
Score: -9939653.000000 Penalty: 5840.985840
	Iteration 58F: 3 clusters Score -9939653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Entering Unmasked Estep 
Score: -1614136.750000 Penalty: 2503.267090
	Iteration 0F: 2 clusters Score -1614137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1597429.500000 Penalty: 5006.534180
	Iteration 0F: 3 clusters Score -1597430 nChanged 10748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1603472.375000 Penalty: 5006.534180
	Iteration 1F: 3 clusters Score -1603472 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1604357.750000 Penalty: 5006.534180
	Iteration 2F: 3 clusters Score -1604358 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1605241.625000 Penalty: 5006.534180
	Iteration 3F: 3 clusters Score -1605242 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1606076.625000 Penalty: 5006.534180
	Iteration 4F: 3 clusters Score -1606077 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1606838.250000 Penalty: 5006.534180
	Iteration 5F: 3 clusters Score -1606838 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1607480.875000 Penalty: 5006.534180
	Iteration 6F: 3 clusters Score -1607481 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1608065.875000 Penalty: 5006.534180
	Iteration 7Q: 3 clusters Score -1608066 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1608598.750000 Penalty: 5006.534180
	Iteration 8Q: 3 clusters Score -1608599 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1609024.875000 Penalty: 5006.534180
	Iteration 9Q: 3 clusters Score -1609025 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1609390.625000 Penalty: 5006.534180
	Iteration 10Q: 3 clusters Score -1609391 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1609644.875000 Penalty: 5006.534180
	Iteration 11Q: 3 clusters Score -1609645 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1609790.875000 Penalty: 5006.534180
	Iteration 12Q: 3 clusters Score -1609791 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1609885.125000 Penalty: 5006.534180
	Iteration 13Q: 3 clusters Score -1609885 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1609950.750000 Penalty: 5006.534180
	Iteration 14Q: 3 clusters Score -1609951 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1609999.125000 Penalty: 5006.534180
	Iteration 15Q: 3 clusters Score -1609999 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1610054.875000 Penalty: 5006.534180
	Iteration 16Q: 3 clusters Score -1610055 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1610117.125000 Penalty: 5006.534180
	Iteration 17Q: 3 clusters Score -1610117 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1610166.375000 Penalty: 5006.534180
	Iteration 18Q: 3 clusters Score -1610166 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1610245.375000 Penalty: 5006.534180
	Iteration 19Q: 3 clusters Score -1610245 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1610322.375000 Penalty: 5006.534180
	Iteration 20F: 3 clusters Score -1610322 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1610392.375000 Penalty: 5006.534180
	Iteration 21Q: 3 clusters Score -1610392 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1610445.000000 Penalty: 5006.534180
	Iteration 22Q: 3 clusters Score -1610445 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1610511.375000 Penalty: 5006.534180
	Iteration 23Q: 3 clusters Score -1610511 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1610557.500000 Penalty: 5006.534180
	Iteration 24Q: 3 clusters Score -1610558 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1610624.000000 Penalty: 5006.534180
	Iteration 25Q: 3 clusters Score -1610624 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1610677.125000 Penalty: 5006.534180
	Iteration 26Q: 3 clusters Score -1610677 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1610727.500000 Penalty: 5006.534180
	Iteration 27Q: 3 clusters Score -1610728 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1610776.375000 Penalty: 5006.534180
	Iteration 28Q: 3 clusters Score -1610776 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1610838.875000 Penalty: 5006.534180
	Iteration 29Q: 3 clusters Score -1610839 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1610902.125000 Penalty: 5006.534180
	Iteration 30Q: 3 clusters Score -1610902 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1610971.625000 Penalty: 5006.534180
	Iteration 31Q: 3 clusters Score -1610972 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1611051.375000 Penalty: 5006.534180
	Iteration 32Q: 3 clusters Score -1611051 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1611145.250000 Penalty: 5006.534180
	Iteration 33Q: 3 clusters Score -1611145 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1611243.875000 Penalty: 5006.534180
	Iteration 34Q: 3 clusters Score -1611244 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1611367.375000 Penalty: 5006.534180
	Iteration 35Q: 3 clusters Score -1611367 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1611471.250000 Penalty: 5006.534180
	Iteration 36Q: 3 clusters Score -1611471 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1611588.250000 Penalty: 5006.534180
	Iteration 37Q: 3 clusters Score -1611588 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1611690.750000 Penalty: 5006.534180
	Iteration 38Q: 3 clusters Score -1611691 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1611808.000000 Penalty: 5006.534180
	Iteration 39Q: 3 clusters Score -1611808 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1611921.750000 Penalty: 5006.534180
	Iteration 40F: 3 clusters Score -1611922 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1612035.625000 Penalty: 5006.534180
	Iteration 41Q: 3 clusters Score -1612036 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1612135.750000 Penalty: 5006.534180
	Iteration 42Q: 3 clusters Score -1612136 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1612247.625000 Penalty: 5006.534180
	Iteration 43Q: 3 clusters Score -1612248 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1612351.125000 Penalty: 5006.534180
	Iteration 44Q: 3 clusters Score -1612351 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1612457.375000 Penalty: 5006.534180
	Iteration 45Q: 3 clusters Score -1612457 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1612536.250000 Penalty: 5006.534180
	Iteration 46Q: 3 clusters Score -1612536 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1612611.125000 Penalty: 5006.534180
	Iteration 47Q: 3 clusters Score -1612611 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1612676.875000 Penalty: 5006.534180
	Iteration 48Q: 3 clusters Score -1612677 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1612733.375000 Penalty: 5006.534180
	Iteration 49Q: 3 clusters Score -1612733 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1612777.375000 Penalty: 5006.534180
	Iteration 50Q: 3 clusters Score -1612777 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1612813.000000 Penalty: 5006.534180
	Iteration 51Q: 3 clusters Score -1612813 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1612843.500000 Penalty: 5006.534180
	Iteration 52Q: 3 clusters Score -1612844 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1612875.625000 Penalty: 5006.534180
	Iteration 53Q: 3 clusters Score -1612876 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1612919.000000 Penalty: 5006.534180
	Iteration 54Q: 3 clusters Score -1612919 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1612953.750000 Penalty: 5006.534180
	Iteration 55Q: 3 clusters Score -1612954 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1612993.625000 Penalty: 5006.534180
	Iteration 56Q: 3 clusters Score -1612994 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1613017.375000 Penalty: 5006.534180
	Iteration 57Q: 3 clusters Score -1613017 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1613042.750000 Penalty: 5006.534180
	Iteration 58Q: 3 clusters Score -1613043 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1613060.750000 Penalty: 5006.534180
	Iteration 59Q: 3 clusters Score -1613061 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1613064.000000 Penalty: 5006.534180
	Iteration 60F: 3 clusters Score -1613064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1613074.750000 Penalty: 5006.534180
	Iteration 61Q: 3 clusters Score -1613075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1613078.250000 Penalty: 5006.534180
	Iteration 62Q: 3 clusters Score -1613078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1613079.250000 Penalty: 5006.534180
	Iteration 63Q: 3 clusters Score -1613079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1613077.250000 Penalty: 5006.534180
	Iteration 64Q: 3 clusters Score -1613077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1613080.750000 Penalty: 5006.534180
	Iteration 65Q: 3 clusters Score -1613081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1613079.625000 Penalty: 5006.534180
	Iteration 66Q: 3 clusters Score -1613080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1613079.750000 Penalty: 5006.534180
	Iteration 67Q: 3 clusters Score -1613080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1613082.000000 Penalty: 5006.534180
	Iteration 68Q: 3 clusters Score -1613082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1613077.875000 Penalty: 5006.534180
	Iteration 69Q: 3 clusters Score -1613078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1613084.625000 Penalty: 5006.534180
	Iteration 70Q: 3 clusters Score -1613085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1613086.625000 Penalty: 5006.534180
	Iteration 71Q: 3 clusters Score -1613087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1613088.125000 Penalty: 5006.534180
	Iteration 72Q: 3 clusters Score -1613088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1613089.875000 Penalty: 5006.534180
	Iteration 73Q: 3 clusters Score -1613090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1613090.125000 Penalty: 5006.534180
	Iteration 74Q: 3 clusters Score -1613090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1613090.125000 Penalty: 5006.534180
	Iteration 75F: 3 clusters Score -1613090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Entering Unmasked Estep 
Score: -2028512.875000 Penalty: 2531.187988
	Iteration 0F: 2 clusters Score -2028513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2009858.625000 Penalty: 5062.375977
	Iteration 0F: 3 clusters Score -2009859 nChanged 12085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2016511.750000 Penalty: 5062.375977
	Iteration 1F: 3 clusters Score -2016512 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2016975.500000 Penalty: 5062.375977
	Iteration 2F: 3 clusters Score -2016976 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2017409.875000 Penalty: 5062.375977
	Iteration 3Q: 3 clusters Score -2017410 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2017886.250000 Penalty: 5062.375977
	Iteration 4Q: 3 clusters Score -2017886 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2018525.250000 Penalty: 5062.375977
	Iteration 5Q: 3 clusters Score -2018525 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2019427.875000 Penalty: 5062.375977
	Iteration 6F: 3 clusters Score -2019428 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2020513.500000 Penalty: 5062.375977
	Iteration 7F: 3 clusters Score -2020514 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2021628.000000 Penalty: 5062.375977
	Iteration 8F: 3 clusters Score -2021628 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2022614.750000 Penalty: 5062.375977
	Iteration 9F: 3 clusters Score -2022615 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2023380.125000 Penalty: 5062.375977
	Iteration 10Q: 3 clusters Score -2023380 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2023914.125000 Penalty: 5062.375977
	Iteration 11Q: 3 clusters Score -2023914 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2024240.375000 Penalty: 5062.375977
	Iteration 12Q: 3 clusters Score -2024240 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -2024455.125000 Penalty: 5062.375977
	Iteration 13Q: 3 clusters Score -2024455 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -2024613.000000 Penalty: 5062.375977
	Iteration 14Q: 3 clusters Score -2024613 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2024750.750000 Penalty: 5062.375977
	Iteration 15Q: 3 clusters Score -2024751 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2024906.625000 Penalty: 5062.375977
	Iteration 16Q: 3 clusters Score -2024907 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -2025072.125000 Penalty: 5062.375977
	Iteration 17Q: 3 clusters Score -2025072 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -2025299.000000 Penalty: 5062.375977
	Iteration 18Q: 3 clusters Score -2025299 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -2025586.375000 Penalty: 5062.375977
	Iteration 19Q: 3 clusters Score -2025586 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -2025959.625000 Penalty: 5062.375977
	Iteration 20F: 3 clusters Score -2025960 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -2026264.000000 Penalty: 5062.375977
	Iteration 21Q: 3 clusters Score -2026264 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -2026484.000000 Penalty: 5062.375977
	Iteration 22Q: 3 clusters Score -2026484 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -2026624.375000 Penalty: 5062.375977
	Iteration 23Q: 3 clusters Score -2026624 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -2026703.250000 Penalty: 5062.375977
	Iteration 24Q: 3 clusters Score -2026703 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -2026778.250000 Penalty: 5062.375977
	Iteration 25Q: 3 clusters Score -2026778 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -2026829.500000 Penalty: 5062.375977
	Iteration 26Q: 3 clusters Score -2026830 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -2026863.875000 Penalty: 5062.375977
	Iteration 27Q: 3 clusters Score -2026864 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -2026894.000000 Penalty: 5062.375977
	Iteration 28Q: 3 clusters Score -2026894 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -2026919.625000 Penalty: 5062.375977
	Iteration 29Q: 3 clusters Score -2026920 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -2026933.625000 Penalty: 5062.375977
	Iteration 30Q: 3 clusters Score -2026934 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -2026941.125000 Penalty: 5062.375977
	Iteration 31Q: 3 clusters Score -2026941 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -2026945.000000 Penalty: 5062.375977
	Iteration 32Q: 3 clusters Score -2026945 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -2026953.625000 Penalty: 5062.375977
	Iteration 33Q: 3 clusters Score -2026954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -2026964.750000 Penalty: 5062.375977
	Iteration 34Q: 3 clusters Score -2026965 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -2026969.500000 Penalty: 5062.375977
	Iteration 35Q: 3 clusters Score -2026970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -2026974.375000 Penalty: 5062.375977
	Iteration 36Q: 3 clusters Score -2026974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -2026972.125000 Penalty: 5062.375977
	Iteration 37Q: 3 clusters Score -2026972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -2026976.875000 Penalty: 5062.375977
	Iteration 38Q: 3 clusters Score -2026977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -2026976.250000 Penalty: 5062.375977
	Iteration 39Q: 3 clusters Score -2026976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -2026977.500000 Penalty: 5062.375977
	Iteration 40F: 3 clusters Score -2026978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -2026976.375000 Penalty: 5062.375977
	Iteration 41Q: 3 clusters Score -2026976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -2026978.375000 Penalty: 5062.375977
	Iteration 42Q: 3 clusters Score -2026978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -2026981.250000 Penalty: 5062.375977
	Iteration 43Q: 3 clusters Score -2026981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -2026982.875000 Penalty: 5062.375977
	Iteration 44Q: 3 clusters Score -2026983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -2026980.875000 Penalty: 5062.375977
	Iteration 45Q: 3 clusters Score -2026981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -2026980.875000 Penalty: 5062.375977
	Iteration 46F: 3 clusters Score -2026981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Entering Unmasked Estep 
Score: -179780.796875 Penalty: 1954.720459
	Iteration 0F: 2 clusters Score -179780.8 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 1316 members 
Entering Unmasked Estep 
Score: -176746.453125 Penalty: 3909.440918
	Iteration 0F: 3 clusters Score -176746.5 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -177435.625000 Penalty: 3909.440918
	Iteration 1F: 3 clusters Score -177435.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -177877.140625 Penalty: 3909.440918
	Iteration 2F: 3 clusters Score -177877.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -178243.000000 Penalty: 3909.440918
	Iteration 3F: 3 clusters Score -178243 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -178481.140625 Penalty: 3909.440918
	Iteration 4F: 3 clusters Score -178481.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -178683.875000 Penalty: 3909.440918
	Iteration 5F: 3 clusters Score -178683.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -178841.234375 Penalty: 3909.440918
	Iteration 6Q: 3 clusters Score -178841.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -178944.359375 Penalty: 3909.440918
	Iteration 7Q: 3 clusters Score -178944.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -179034.828125 Penalty: 3909.440918
	Iteration 8Q: 3 clusters Score -179034.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -179099.531250 Penalty: 3909.440918
	Iteration 9Q: 3 clusters Score -179099.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -179146.031250 Penalty: 3909.440918
	Iteration 10Q: 3 clusters Score -179146 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -179191.359375 Penalty: 3909.440918
	Iteration 11Q: 3 clusters Score -179191.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -179223.859375 Penalty: 3909.440918
	Iteration 12Q: 3 clusters Score -179223.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -179268.515625 Penalty: 3909.440918
	Iteration 13Q: 3 clusters Score -179268.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -179306.250000 Penalty: 3909.440918
	Iteration 14Q: 3 clusters Score -179306.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -179329.562500 Penalty: 3909.440918
	Iteration 15Q: 3 clusters Score -179329.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -179342.468750 Penalty: 3909.440918
	Iteration 16Q: 3 clusters Score -179342.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -179358.515625 Penalty: 3909.440918
	Iteration 17Q: 3 clusters Score -179358.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -179372.843750 Penalty: 3909.440918
	Iteration 18Q: 3 clusters Score -179372.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -179398.375000 Penalty: 3909.440918
	Iteration 19Q: 3 clusters Score -179398.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -179414.750000 Penalty: 3909.440918
	Iteration 20F: 3 clusters Score -179414.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -179426.953125 Penalty: 3909.440918
	Iteration 21Q: 3 clusters Score -179427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -179439.531250 Penalty: 3909.440918
	Iteration 22Q: 3 clusters Score -179439.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -179446.406250 Penalty: 3909.440918
	Iteration 23Q: 3 clusters Score -179446.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -179451.171875 Penalty: 3909.440918
	Iteration 24Q: 3 clusters Score -179451.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -179452.828125 Penalty: 3909.440918
	Iteration 25Q: 3 clusters Score -179452.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -179456.390625 Penalty: 3909.440918
	Iteration 26Q: 3 clusters Score -179456.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -179461.359375 Penalty: 3909.440918
	Iteration 27Q: 3 clusters Score -179461.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -179467.593750 Penalty: 3909.440918
	Iteration 28Q: 3 clusters Score -179467.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -179473.234375 Penalty: 3909.440918
	Iteration 29Q: 3 clusters Score -179473.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -179478.843750 Penalty: 3909.440918
	Iteration 30Q: 3 clusters Score -179478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -179482.468750 Penalty: 3909.440918
	Iteration 31Q: 3 clusters Score -179482.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -179484.156250 Penalty: 3909.440918
	Iteration 32Q: 3 clusters Score -179484.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -179485.421875 Penalty: 3909.440918
	Iteration 33Q: 3 clusters Score -179485.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -179490.250000 Penalty: 3909.440918
	Iteration 34Q: 3 clusters Score -179490.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -179494.359375 Penalty: 3909.440918
	Iteration 35Q: 3 clusters Score -179494.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -179496.343750 Penalty: 3909.440918
	Iteration 36Q: 3 clusters Score -179496.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -179497.421875 Penalty: 3909.440918
	Iteration 37Q: 3 clusters Score -179497.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -179500.218750 Penalty: 3909.440918
	Iteration 38Q: 3 clusters Score -179500.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -179503.890625 Penalty: 3909.440918
	Iteration 39Q: 3 clusters Score -179503.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -179506.843750 Penalty: 3909.440918
	Iteration 40F: 3 clusters Score -179506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -179510.906250 Penalty: 3909.440918
	Iteration 41Q: 3 clusters Score -179510.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -179512.828125 Penalty: 3909.440918
	Iteration 42Q: 3 clusters Score -179512.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -179513.312500 Penalty: 3909.440918
	Iteration 43Q: 3 clusters Score -179513.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -179514.156250 Penalty: 3909.440918
	Iteration 44Q: 3 clusters Score -179514.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -179514.828125 Penalty: 3909.440918
	Iteration 45Q: 3 clusters Score -179514.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -179514.828125 Penalty: 3909.440918
	Iteration 46F: 3 clusters Score -179514.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Entering Unmasked Estep 
Score: -862324.375000 Penalty: 2315.241211
	Iteration 0F: 2 clusters Score -862324.4 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 5556 members 
Entering Unmasked Estep 
Score: -853700.937500 Penalty: 4630.482422
	Iteration 0F: 3 clusters Score -853700.9 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -856472.125000 Penalty: 4630.482422
	Iteration 1F: 3 clusters Score -856472.1 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -856857.187500 Penalty: 4630.482422
	Iteration 2F: 3 clusters Score -856857.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -857160.750000 Penalty: 4630.482422
	Iteration 3F: 3 clusters Score -857160.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -857411.375000 Penalty: 4630.482422
	Iteration 4Q: 3 clusters Score -857411.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -857655.187500 Penalty: 4630.482422
	Iteration 5Q: 3 clusters Score -857655.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -857894.187500 Penalty: 4630.482422
	Iteration 6Q: 3 clusters Score -857894.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -858171.750000 Penalty: 4630.482422
	Iteration 7Q: 3 clusters Score -858171.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -858501.187500 Penalty: 4630.482422
	Iteration 8Q: 3 clusters Score -858501.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -858893.250000 Penalty: 4630.482422
	Iteration 9Q: 3 clusters Score -858893.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -859266.312500 Penalty: 4630.482422
	Iteration 10Q: 3 clusters Score -859266.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -859590.250000 Penalty: 4630.482422
	Iteration 11Q: 3 clusters Score -859590.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -859807.437500 Penalty: 4630.482422
	Iteration 12Q: 3 clusters Score -859807.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -859929.250000 Penalty: 4630.482422
	Iteration 13Q: 3 clusters Score -859929.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -860040.625000 Penalty: 4630.482422
	Iteration 14Q: 3 clusters Score -860040.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -860122.187500 Penalty: 4630.482422
	Iteration 15Q: 3 clusters Score -860122.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -860172.125000 Penalty: 4630.482422
	Iteration 16Q: 3 clusters Score -860172.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -860208.937500 Penalty: 4630.482422
	Iteration 17Q: 3 clusters Score -860208.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -860223.687500 Penalty: 4630.482422
	Iteration 18Q: 3 clusters Score -860223.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -860239.312500 Penalty: 4630.482422
	Iteration 19Q: 3 clusters Score -860239.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -860255.125000 Penalty: 4630.482422
	Iteration 20F: 3 clusters Score -860255.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -860266.312500 Penalty: 4630.482422
	Iteration 21Q: 3 clusters Score -860266.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -860275.437500 Penalty: 4630.482422
	Iteration 22Q: 3 clusters Score -860275.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -860281.687500 Penalty: 4630.482422
	Iteration 23Q: 3 clusters Score -860281.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -860290.750000 Penalty: 4630.482422
	Iteration 24Q: 3 clusters Score -860290.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -860302.750000 Penalty: 4630.482422
	Iteration 25Q: 3 clusters Score -860302.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -860314.250000 Penalty: 4630.482422
	Iteration 26Q: 3 clusters Score -860314.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -860322.750000 Penalty: 4630.482422
	Iteration 27Q: 3 clusters Score -860322.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -860327.375000 Penalty: 4630.482422
	Iteration 28Q: 3 clusters Score -860327.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -860334.750000 Penalty: 4630.482422
	Iteration 29Q: 3 clusters Score -860334.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -860334.875000 Penalty: 4630.482422
	Iteration 30Q: 3 clusters Score -860334.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -860336.000000 Penalty: 4630.482422
	Iteration 31Q: 3 clusters Score -860336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -860336.000000 Penalty: 4630.482422
	Iteration 32F: 3 clusters Score -860336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Entering Unmasked Estep 
Score: -257266.250000 Penalty: 2052.293213
	Iteration 0F: 2 clusters Score -257266.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -253376.203125 Penalty: 4104.586426
	Iteration 0F: 3 clusters Score -253376.2 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -254237.296875 Penalty: 4104.586426
	Iteration 1F: 3 clusters Score -254237.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -254435.843750 Penalty: 4104.586426
	Iteration 2F: 3 clusters Score -254435.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -254542.265625 Penalty: 4104.586426
	Iteration 3Q: 3 clusters Score -254542.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -254635.921875 Penalty: 4104.586426
	Iteration 4Q: 3 clusters Score -254635.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -254732.359375 Penalty: 4104.586426
	Iteration 5Q: 3 clusters Score -254732.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -254847.937500 Penalty: 4104.586426
	Iteration 6Q: 3 clusters Score -254847.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -254989.421875 Penalty: 4104.586426
	Iteration 7Q: 3 clusters Score -254989.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -255151.140625 Penalty: 4104.586426
	Iteration 8Q: 3 clusters Score -255151.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -255330.703125 Penalty: 4104.586426
	Iteration 9Q: 3 clusters Score -255330.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -255496.656250 Penalty: 4104.586426
	Iteration 10Q: 3 clusters Score -255496.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -255647.781250 Penalty: 4104.586426
	Iteration 11Q: 3 clusters Score -255647.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -255794.312500 Penalty: 4104.586426
	Iteration 12Q: 3 clusters Score -255794.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -255899.500000 Penalty: 4104.586426
	Iteration 13Q: 3 clusters Score -255899.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -255975.906250 Penalty: 4104.586426
	Iteration 14Q: 3 clusters Score -255975.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -256030.546875 Penalty: 4104.586426
	Iteration 15Q: 3 clusters Score -256030.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -256064.640625 Penalty: 4104.586426
	Iteration 16Q: 3 clusters Score -256064.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -256092.281250 Penalty: 4104.586426
	Iteration 17Q: 3 clusters Score -256092.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -256116.093750 Penalty: 4104.586426
	Iteration 18Q: 3 clusters Score -256116.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -256136.593750 Penalty: 4104.586426
	Iteration 19Q: 3 clusters Score -256136.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -256155.937500 Penalty: 4104.586426
	Iteration 20F: 3 clusters Score -256155.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -256171.312500 Penalty: 4104.586426
	Iteration 21Q: 3 clusters Score -256171.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -256183.390625 Penalty: 4104.586426
	Iteration 22Q: 3 clusters Score -256183.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -256190.765625 Penalty: 4104.586426
	Iteration 23Q: 3 clusters Score -256190.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -256195.953125 Penalty: 4104.586426
	Iteration 24Q: 3 clusters Score -256196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -256198.031250 Penalty: 4104.586426
	Iteration 25Q: 3 clusters Score -256198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -256200.609375 Penalty: 4104.586426
	Iteration 26Q: 3 clusters Score -256200.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -256201.859375 Penalty: 4104.586426
	Iteration 27Q: 3 clusters Score -256201.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -256202.125000 Penalty: 4104.586426
	Iteration 28Q: 3 clusters Score -256202.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -256203.031250 Penalty: 4104.586426
	Iteration 29Q: 3 clusters Score -256203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -256203.031250 Penalty: 4104.586426
	Iteration 30Q: 3 clusters Score -256203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -256203.031250 Penalty: 4104.586426
	Iteration 31F: 3 clusters Score -256203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Entering Unmasked Estep 
Score: -938881.500000 Penalty: 2333.031982
	Iteration 0F: 2 clusters Score -938881.5 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 6109 members 
Entering Unmasked Estep 
Score: -929855.875000 Penalty: 4666.063965
	Iteration 0F: 3 clusters Score -929855.9 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -932671.562500 Penalty: 4666.063965
	Iteration 1F: 3 clusters Score -932671.6 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -933021.812500 Penalty: 4666.063965
	Iteration 2F: 3 clusters Score -933021.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -933298.062500 Penalty: 4666.063965
	Iteration 3F: 3 clusters Score -933298.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -933590.187500 Penalty: 4666.063965
	Iteration 4Q: 3 clusters Score -933590.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -933926.062500 Penalty: 4666.063965
	Iteration 5Q: 3 clusters Score -933926.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -934300.875000 Penalty: 4666.063965
	Iteration 6Q: 3 clusters Score -934300.9 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -934740.000000 Penalty: 4666.063965
	Iteration 7Q: 3 clusters Score -934740 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -935201.437500 Penalty: 4666.063965
	Iteration 8F: 3 clusters Score -935201.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -935596.875000 Penalty: 4666.063965
	Iteration 9Q: 3 clusters Score -935596.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -935930.750000 Penalty: 4666.063965
	Iteration 10Q: 3 clusters Score -935930.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -936199.687500 Penalty: 4666.063965
	Iteration 11Q: 3 clusters Score -936199.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -936396.437500 Penalty: 4666.063965
	Iteration 12Q: 3 clusters Score -936396.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -936533.375000 Penalty: 4666.063965
	Iteration 13Q: 3 clusters Score -936533.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -936660.312500 Penalty: 4666.063965
	Iteration 14Q: 3 clusters Score -936660.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -936759.812500 Penalty: 4666.063965
	Iteration 15Q: 3 clusters Score -936759.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -936852.000000 Penalty: 4666.063965
	Iteration 16Q: 3 clusters Score -936852 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -936916.250000 Penalty: 4666.063965
	Iteration 17Q: 3 clusters Score -936916.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -936979.062500 Penalty: 4666.063965
	Iteration 18Q: 3 clusters Score -936979.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -937039.562500 Penalty: 4666.063965
	Iteration 19Q: 3 clusters Score -937039.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -937089.062500 Penalty: 4666.063965
	Iteration 20F: 3 clusters Score -937089.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -937136.687500 Penalty: 4666.063965
	Iteration 21Q: 3 clusters Score -937136.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -937171.500000 Penalty: 4666.063965
	Iteration 22Q: 3 clusters Score -937171.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -937205.000000 Penalty: 4666.063965
	Iteration 23Q: 3 clusters Score -937205 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -937235.375000 Penalty: 4666.063965
	Iteration 24Q: 3 clusters Score -937235.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -937256.625000 Penalty: 4666.063965
	Iteration 25Q: 3 clusters Score -937256.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -937284.250000 Penalty: 4666.063965
	Iteration 26Q: 3 clusters Score -937284.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -937309.250000 Penalty: 4666.063965
	Iteration 27Q: 3 clusters Score -937309.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -937339.125000 Penalty: 4666.063965
	Iteration 28Q: 3 clusters Score -937339.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -937368.187500 Penalty: 4666.063965
	Iteration 29Q: 3 clusters Score -937368.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -937385.312500 Penalty: 4666.063965
	Iteration 30Q: 3 clusters Score -937385.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -937407.625000 Penalty: 4666.063965
	Iteration 31Q: 3 clusters Score -937407.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -937429.312500 Penalty: 4666.063965
	Iteration 32Q: 3 clusters Score -937429.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -937444.187500 Penalty: 4666.063965
	Iteration 33Q: 3 clusters Score -937444.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -937457.875000 Penalty: 4666.063965
	Iteration 34Q: 3 clusters Score -937457.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -937468.812500 Penalty: 4666.063965
	Iteration 35Q: 3 clusters Score -937468.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -937476.437500 Penalty: 4666.063965
	Iteration 36Q: 3 clusters Score -937476.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -937478.125000 Penalty: 4666.063965
	Iteration 37Q: 3 clusters Score -937478.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -937479.500000 Penalty: 4666.063965
	Iteration 38Q: 3 clusters Score -937479.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -937483.750000 Penalty: 4666.063965
	Iteration 39Q: 3 clusters Score -937483.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -937485.562500 Penalty: 4666.063965
	Iteration 40F: 3 clusters Score -937485.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -937487.437500 Penalty: 4666.063965
	Iteration 41Q: 3 clusters Score -937487.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -937489.812500 Penalty: 4666.063965
	Iteration 42Q: 3 clusters Score -937489.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -937489.937500 Penalty: 4666.063965
	Iteration 43Q: 3 clusters Score -937489.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -937489.937500 Penalty: 4666.063965
	Iteration 44Q: 3 clusters Score -937489.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -937490.812500 Penalty: 4666.063965
	Iteration 45Q: 3 clusters Score -937490.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -937495.062500 Penalty: 4666.063965
	Iteration 46Q: 3 clusters Score -937495.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -937496.000000 Penalty: 4666.063965
	Iteration 47Q: 3 clusters Score -937496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -937499.187500 Penalty: 4666.063965
	Iteration 48Q: 3 clusters Score -937499.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -937499.812500 Penalty: 4666.063965
	Iteration 49Q: 3 clusters Score -937499.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -937498.625000 Penalty: 4666.063965
	Iteration 50Q: 3 clusters Score -937498.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -937498.875000 Penalty: 4666.063965
	Iteration 51Q: 3 clusters Score -937498.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -937502.437500 Penalty: 4666.063965
	Iteration 52Q: 3 clusters Score -937502.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -937502.625000 Penalty: 4666.063965
	Iteration 53Q: 3 clusters Score -937502.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -937506.312500 Penalty: 4666.063965
	Iteration 54Q: 3 clusters Score -937506.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -937505.937500 Penalty: 4666.063965
	Iteration 55Q: 3 clusters Score -937505.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -937506.562500 Penalty: 4666.063965
	Iteration 56Q: 3 clusters Score -937506.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -937511.062500 Penalty: 4666.063965
	Iteration 57Q: 3 clusters Score -937511.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -937510.562500 Penalty: 4666.063965
	Iteration 58Q: 3 clusters Score -937510.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -937512.000000 Penalty: 4666.063965
	Iteration 59Q: 3 clusters Score -937512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -937515.125000 Penalty: 4666.063965
	Iteration 60F: 3 clusters Score -937515.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -937518.812500 Penalty: 4666.063965
	Iteration 61Q: 3 clusters Score -937518.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -937519.250000 Penalty: 4666.063965
	Iteration 62Q: 3 clusters Score -937519.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -937523.437500 Penalty: 4666.063965
	Iteration 63Q: 3 clusters Score -937523.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -937528.125000 Penalty: 4666.063965
	Iteration 64Q: 3 clusters Score -937528.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -937531.375000 Penalty: 4666.063965
	Iteration 65Q: 3 clusters Score -937531.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -937534.812500 Penalty: 4666.063965
	Iteration 66Q: 3 clusters Score -937534.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -937540.500000 Penalty: 4666.063965
	Iteration 67Q: 3 clusters Score -937540.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -937546.375000 Penalty: 4666.063965
	Iteration 68Q: 3 clusters Score -937546.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -937553.687500 Penalty: 4666.063965
	Iteration 69Q: 3 clusters Score -937553.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -937563.562500 Penalty: 4666.063965
	Iteration 70Q: 3 clusters Score -937563.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -937569.875000 Penalty: 4666.063965
	Iteration 71Q: 3 clusters Score -937569.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -937578.000000 Penalty: 4666.063965
	Iteration 72Q: 3 clusters Score -937578 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -937589.687500 Penalty: 4666.063965
	Iteration 73Q: 3 clusters Score -937589.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -937597.187500 Penalty: 4666.063965
	Iteration 74Q: 3 clusters Score -937597.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -937615.500000 Penalty: 4666.063965
	Iteration 75Q: 3 clusters Score -937615.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -937630.312500 Penalty: 4666.063965
	Iteration 76Q: 3 clusters Score -937630.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -937644.375000 Penalty: 4666.063965
	Iteration 77Q: 3 clusters Score -937644.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -937659.062500 Penalty: 4666.063965
	Iteration 78Q: 3 clusters Score -937659.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -937681.000000 Penalty: 4666.063965
	Iteration 79Q: 3 clusters Score -937681 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -937702.687500 Penalty: 4666.063965
	Iteration 80F: 3 clusters Score -937702.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -937723.812500 Penalty: 4666.063965
	Iteration 81Q: 3 clusters Score -937723.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -937743.937500 Penalty: 4666.063965
	Iteration 82Q: 3 clusters Score -937743.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -937769.625000 Penalty: 4666.063965
	Iteration 83Q: 3 clusters Score -937769.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -937816.125000 Penalty: 4666.063965
	Iteration 84Q: 3 clusters Score -937816.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -937862.562500 Penalty: 4666.063965
	Iteration 85Q: 3 clusters Score -937862.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -937904.812500 Penalty: 4666.063965
	Iteration 86Q: 3 clusters Score -937904.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -937940.750000 Penalty: 4666.063965
	Iteration 87Q: 3 clusters Score -937940.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -937962.062500 Penalty: 4666.063965
	Iteration 88Q: 3 clusters Score -937962.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -937976.312500 Penalty: 4666.063965
	Iteration 89Q: 3 clusters Score -937976.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -937992.375000 Penalty: 4666.063965
	Iteration 90Q: 3 clusters Score -937992.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -938001.125000 Penalty: 4666.063965
	Iteration 91Q: 3 clusters Score -938001.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -938003.500000 Penalty: 4666.063965
	Iteration 92Q: 3 clusters Score -938003.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -938010.187500 Penalty: 4666.063965
	Iteration 93Q: 3 clusters Score -938010.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -938011.312500 Penalty: 4666.063965
	Iteration 94Q: 3 clusters Score -938011.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -938010.250000 Penalty: 4666.063965
	Iteration 95Q: 3 clusters Score -938010.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -938015.500000 Penalty: 4666.063965
	Iteration 96Q: 3 clusters Score -938015.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -938014.687500 Penalty: 4666.063965
	Iteration 97Q: 3 clusters Score -938014.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -938016.312500 Penalty: 4666.063965
	Iteration 98Q: 3 clusters Score -938016.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -938014.812500 Penalty: 4666.063965
	Iteration 99Q: 3 clusters Score -938014.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -938019.812500 Penalty: 4666.063965
	Iteration 100F: 3 clusters Score -938019.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -938020.187500 Penalty: 4666.063965
	Iteration 101Q: 3 clusters Score -938020.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -938021.187500 Penalty: 4666.063965
	Iteration 102Q: 3 clusters Score -938021.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -938019.937500 Penalty: 4666.063965
	Iteration 103Q: 3 clusters Score -938019.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -938018.500000 Penalty: 4666.063965
	Iteration 104Q: 3 clusters Score -938018.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -938018.562500 Penalty: 4666.063965
	Iteration 105Q: 3 clusters Score -938018.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -938018.562500 Penalty: 4666.063965
	Iteration 106F: 3 clusters Score -938018.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Entering Unmasked Estep 
Score: -789087.062500 Penalty: 2304.579102
	Iteration 0F: 2 clusters Score -789087.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -780876.437500 Penalty: 4609.158203
	Iteration 0F: 3 clusters Score -780876.4 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -783337.062500 Penalty: 4609.158203
	Iteration 1F: 3 clusters Score -783337.1 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -783685.812500 Penalty: 4609.158203
	Iteration 2F: 3 clusters Score -783685.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -783991.000000 Penalty: 4609.158203
	Iteration 3F: 3 clusters Score -783991 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -784286.437500 Penalty: 4609.158203
	Iteration 4F: 3 clusters Score -784286.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -784594.312500 Penalty: 4609.158203
	Iteration 5Q: 3 clusters Score -784594.3 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -784904.125000 Penalty: 4609.158203
	Iteration 6F: 3 clusters Score -784904.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -785157.187500 Penalty: 4609.158203
	Iteration 7Q: 3 clusters Score -785157.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -785372.250000 Penalty: 4609.158203
	Iteration 8Q: 3 clusters Score -785372.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -785564.187500 Penalty: 4609.158203
	Iteration 9Q: 3 clusters Score -785564.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -785729.812500 Penalty: 4609.158203
	Iteration 10Q: 3 clusters Score -785729.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -785871.062500 Penalty: 4609.158203
	Iteration 11Q: 3 clusters Score -785871.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -785997.625000 Penalty: 4609.158203
	Iteration 12Q: 3 clusters Score -785997.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -786089.000000 Penalty: 4609.158203
	Iteration 13Q: 3 clusters Score -786089 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -786167.937500 Penalty: 4609.158203
	Iteration 14Q: 3 clusters Score -786167.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -786232.000000 Penalty: 4609.158203
	Iteration 15Q: 3 clusters Score -786232 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -786285.625000 Penalty: 4609.158203
	Iteration 16Q: 3 clusters Score -786285.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -786358.375000 Penalty: 4609.158203
	Iteration 17Q: 3 clusters Score -786358.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -786427.875000 Penalty: 4609.158203
	Iteration 18Q: 3 clusters Score -786427.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -786499.375000 Penalty: 4609.158203
	Iteration 19Q: 3 clusters Score -786499.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -786584.875000 Penalty: 4609.158203
	Iteration 20F: 3 clusters Score -786584.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -786683.187500 Penalty: 4609.158203
	Iteration 21Q: 3 clusters Score -786683.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -786783.500000 Penalty: 4609.158203
	Iteration 22Q: 3 clusters Score -786783.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -786867.625000 Penalty: 4609.158203
	Iteration 23Q: 3 clusters Score -786867.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -786933.312500 Penalty: 4609.158203
	Iteration 24Q: 3 clusters Score -786933.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -786987.187500 Penalty: 4609.158203
	Iteration 25Q: 3 clusters Score -786987.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -787041.500000 Penalty: 4609.158203
	Iteration 26Q: 3 clusters Score -787041.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -787083.062500 Penalty: 4609.158203
	Iteration 27Q: 3 clusters Score -787083.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -787118.375000 Penalty: 4609.158203
	Iteration 28Q: 3 clusters Score -787118.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -787145.750000 Penalty: 4609.158203
	Iteration 29Q: 3 clusters Score -787145.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -787167.437500 Penalty: 4609.158203
	Iteration 30Q: 3 clusters Score -787167.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -787184.687500 Penalty: 4609.158203
	Iteration 31Q: 3 clusters Score -787184.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -787201.375000 Penalty: 4609.158203
	Iteration 32Q: 3 clusters Score -787201.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -787213.062500 Penalty: 4609.158203
	Iteration 33Q: 3 clusters Score -787213.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -787219.125000 Penalty: 4609.158203
	Iteration 34Q: 3 clusters Score -787219.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -787225.187500 Penalty: 4609.158203
	Iteration 35Q: 3 clusters Score -787225.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -787227.875000 Penalty: 4609.158203
	Iteration 36Q: 3 clusters Score -787227.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -787231.250000 Penalty: 4609.158203
	Iteration 37Q: 3 clusters Score -787231.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -787232.937500 Penalty: 4609.158203
	Iteration 38Q: 3 clusters Score -787232.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -787236.187500 Penalty: 4609.158203
	Iteration 39Q: 3 clusters Score -787236.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -787237.750000 Penalty: 4609.158203
	Iteration 40F: 3 clusters Score -787237.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -787241.187500 Penalty: 4609.158203
	Iteration 41Q: 3 clusters Score -787241.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -787246.750000 Penalty: 4609.158203
	Iteration 42Q: 3 clusters Score -787246.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -787250.875000 Penalty: 4609.158203
	Iteration 43Q: 3 clusters Score -787250.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -787254.500000 Penalty: 4609.158203
	Iteration 44Q: 3 clusters Score -787254.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -787261.562500 Penalty: 4609.158203
	Iteration 45Q: 3 clusters Score -787261.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -787269.500000 Penalty: 4609.158203
	Iteration 46Q: 3 clusters Score -787269.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -787276.812500 Penalty: 4609.158203
	Iteration 47Q: 3 clusters Score -787276.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -787282.500000 Penalty: 4609.158203
	Iteration 48Q: 3 clusters Score -787282.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -787292.187500 Penalty: 4609.158203
	Iteration 49Q: 3 clusters Score -787292.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -787299.875000 Penalty: 4609.158203
	Iteration 50Q: 3 clusters Score -787299.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -787308.937500 Penalty: 4609.158203
	Iteration 51Q: 3 clusters Score -787308.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -787314.937500 Penalty: 4609.158203
	Iteration 52Q: 3 clusters Score -787314.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -787319.812500 Penalty: 4609.158203
	Iteration 53Q: 3 clusters Score -787319.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -787329.312500 Penalty: 4609.158203
	Iteration 54Q: 3 clusters Score -787329.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -787342.750000 Penalty: 4609.158203
	Iteration 55Q: 3 clusters Score -787342.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -787346.625000 Penalty: 4609.158203
	Iteration 56Q: 3 clusters Score -787346.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -787351.875000 Penalty: 4609.158203
	Iteration 57Q: 3 clusters Score -787351.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -787358.062500 Penalty: 4609.158203
	Iteration 58Q: 3 clusters Score -787358.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -787362.062500 Penalty: 4609.158203
	Iteration 59Q: 3 clusters Score -787362.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -787366.875000 Penalty: 4609.158203
	Iteration 60F: 3 clusters Score -787366.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -787375.000000 Penalty: 4609.158203
	Iteration 61Q: 3 clusters Score -787375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -787378.562500 Penalty: 4609.158203
	Iteration 62Q: 3 clusters Score -787378.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -787384.500000 Penalty: 4609.158203
	Iteration 63Q: 3 clusters Score -787384.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -787390.187500 Penalty: 4609.158203
	Iteration 64Q: 3 clusters Score -787390.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -787396.875000 Penalty: 4609.158203
	Iteration 65Q: 3 clusters Score -787396.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -787402.000000 Penalty: 4609.158203
	Iteration 66Q: 3 clusters Score -787402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -787402.125000 Penalty: 4609.158203
	Iteration 67Q: 3 clusters Score -787402.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -787403.187500 Penalty: 4609.158203
	Iteration 68Q: 3 clusters Score -787403.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -787404.812500 Penalty: 4609.158203
	Iteration 69Q: 3 clusters Score -787404.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -787405.375000 Penalty: 4609.158203
	Iteration 70Q: 3 clusters Score -787405.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -787405.875000 Penalty: 4609.158203
	Iteration 71Q: 3 clusters Score -787405.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -787405.000000 Penalty: 4609.158203
	Iteration 72Q: 3 clusters Score -787405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -787405.000000 Penalty: 4609.158203
	Iteration 73F: 3 clusters Score -787405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -64546.382812 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -64546.38 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 467 members 
Entering Unmasked Estep 
Score: -62728.007812 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -62728.01 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -63018.625000 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -63018.62 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -63109.246094 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -63109.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -63151.515625 Penalty: 3399.759766
	Iteration 3Q: 3 clusters Score -63151.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -63182.347656 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -63182.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -63201.281250 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -63201.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -63215.972656 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -63215.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -63224.652344 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -63224.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -63232.789062 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -63232.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -63246.039062 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -63246.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -63266.683594 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -63266.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -63293.718750 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -63293.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -63330.613281 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -63330.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -63373.066406 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -63373.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -63391.507812 Penalty: 3399.759766
	Iteration 14Q: 3 clusters Score -63391.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -63405.992188 Penalty: 3399.759766
	Iteration 15Q: 3 clusters Score -63405.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -63422.234375 Penalty: 3399.759766
	Iteration 16Q: 3 clusters Score -63422.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -63444.375000 Penalty: 3399.759766
	Iteration 17Q: 3 clusters Score -63444.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -63464.945312 Penalty: 3399.759766
	Iteration 18Q: 3 clusters Score -63464.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -63472.175781 Penalty: 3399.759766
	Iteration 19Q: 3 clusters Score -63472.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -63478.472656 Penalty: 3399.759766
	Iteration 20F: 3 clusters Score -63478.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -63483.710938 Penalty: 3399.759766
	Iteration 21Q: 3 clusters Score -63483.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -63485.242188 Penalty: 3399.759766
	Iteration 22Q: 3 clusters Score -63485.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -63485.242188 Penalty: 3399.759766
	Iteration 23F: 3 clusters Score -63485.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Entering Unmasked Estep 
Score: -950648.500000 Penalty: 2345.772949
	Iteration 0F: 2 clusters Score -950648.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -941215.937500 Penalty: 4691.545898
	Iteration 0F: 3 clusters Score -941215.9 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -944127.375000 Penalty: 4691.545898
	Iteration 1F: 3 clusters Score -944127.4 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -944571.062500 Penalty: 4691.545898
	Iteration 2F: 3 clusters Score -944571.1 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -944961.437500 Penalty: 4691.545898
	Iteration 3F: 3 clusters Score -944961.4 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -945344.312500 Penalty: 4691.545898
	Iteration 4F: 3 clusters Score -945344.3 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -945708.187500 Penalty: 4691.545898
	Iteration 5F: 3 clusters Score -945708.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -946025.750000 Penalty: 4691.545898
	Iteration 6Q: 3 clusters Score -946025.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -946335.812500 Penalty: 4691.545898
	Iteration 7Q: 3 clusters Score -946335.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -946646.312500 Penalty: 4691.545898
	Iteration 8Q: 3 clusters Score -946646.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -946959.750000 Penalty: 4691.545898
	Iteration 9Q: 3 clusters Score -946959.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -947250.062500 Penalty: 4691.545898
	Iteration 10Q: 3 clusters Score -947250.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -947464.500000 Penalty: 4691.545898
	Iteration 11Q: 3 clusters Score -947464.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -947674.500000 Penalty: 4691.545898
	Iteration 12Q: 3 clusters Score -947674.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -947879.625000 Penalty: 4691.545898
	Iteration 13Q: 3 clusters Score -947879.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -948091.312500 Penalty: 4691.545898
	Iteration 14Q: 3 clusters Score -948091.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -948233.562500 Penalty: 4691.545898
	Iteration 15Q: 3 clusters Score -948233.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -948333.937500 Penalty: 4691.545898
	Iteration 16Q: 3 clusters Score -948333.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -948404.250000 Penalty: 4691.545898
	Iteration 17Q: 3 clusters Score -948404.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -948467.312500 Penalty: 4691.545898
	Iteration 18Q: 3 clusters Score -948467.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -948505.687500 Penalty: 4691.545898
	Iteration 19Q: 3 clusters Score -948505.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -948539.562500 Penalty: 4691.545898
	Iteration 20F: 3 clusters Score -948539.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -948561.187500 Penalty: 4691.545898
	Iteration 21Q: 3 clusters Score -948561.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -948577.437500 Penalty: 4691.545898
	Iteration 22Q: 3 clusters Score -948577.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -948588.562500 Penalty: 4691.545898
	Iteration 23Q: 3 clusters Score -948588.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -948595.562500 Penalty: 4691.545898
	Iteration 24Q: 3 clusters Score -948595.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -948606.625000 Penalty: 4691.545898
	Iteration 25Q: 3 clusters Score -948606.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -948614.250000 Penalty: 4691.545898
	Iteration 26Q: 3 clusters Score -948614.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -948625.687500 Penalty: 4691.545898
	Iteration 27Q: 3 clusters Score -948625.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -948631.562500 Penalty: 4691.545898
	Iteration 28Q: 3 clusters Score -948631.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -948636.187500 Penalty: 4691.545898
	Iteration 29Q: 3 clusters Score -948636.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -948643.562500 Penalty: 4691.545898
	Iteration 30Q: 3 clusters Score -948643.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -948645.500000 Penalty: 4691.545898
	Iteration 31Q: 3 clusters Score -948645.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -948644.187500 Penalty: 4691.545898
	Iteration 32Q: 3 clusters Score -948644.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -948648.750000 Penalty: 4691.545898
	Iteration 33Q: 3 clusters Score -948648.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -948648.875000 Penalty: 4691.545898
	Iteration 34Q: 3 clusters Score -948648.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -948649.812500 Penalty: 4691.545898
	Iteration 35Q: 3 clusters Score -948649.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -948650.250000 Penalty: 4691.545898
	Iteration 36Q: 3 clusters Score -948650.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -948651.000000 Penalty: 4691.545898
	Iteration 37Q: 3 clusters Score -948651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -948650.937500 Penalty: 4691.545898
	Iteration 38Q: 3 clusters Score -948650.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -948651.125000 Penalty: 4691.545898
	Iteration 39Q: 3 clusters Score -948651.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -948654.312500 Penalty: 4691.545898
	Iteration 40F: 3 clusters Score -948654.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -948653.625000 Penalty: 4691.545898
	Iteration 41Q: 3 clusters Score -948653.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -948653.625000 Penalty: 4691.545898
	Iteration 42F: 3 clusters Score -948653.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Entering Unmasked Estep 
Score: -1030110.062500 Penalty: 2363.627441
	Iteration 0F: 2 clusters Score -1030110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1020101.750000 Penalty: 4727.254883
	Iteration 0F: 3 clusters Score -1020102 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1023192.312500 Penalty: 4727.254883
	Iteration 1F: 3 clusters Score -1023192 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1023541.812500 Penalty: 4727.254883
	Iteration 2F: 3 clusters Score -1023542 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1023818.562500 Penalty: 4727.254883
	Iteration 3Q: 3 clusters Score -1023819 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1024090.812500 Penalty: 4727.254883
	Iteration 4Q: 3 clusters Score -1024091 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1024380.812500 Penalty: 4727.254883
	Iteration 5Q: 3 clusters Score -1024381 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1024662.687500 Penalty: 4727.254883
	Iteration 6Q: 3 clusters Score -1024663 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1024953.687500 Penalty: 4727.254883
	Iteration 7Q: 3 clusters Score -1024954 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1025281.750000 Penalty: 4727.254883
	Iteration 8Q: 3 clusters Score -1025282 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1025598.687500 Penalty: 4727.254883
	Iteration 9Q: 3 clusters Score -1025599 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1025888.937500 Penalty: 4727.254883
	Iteration 10Q: 3 clusters Score -1025889 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1026147.000000 Penalty: 4727.254883
	Iteration 11Q: 3 clusters Score -1026147 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1026383.812500 Penalty: 4727.254883
	Iteration 12Q: 3 clusters Score -1026384 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1026615.187500 Penalty: 4727.254883
	Iteration 13Q: 3 clusters Score -1026615 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1026841.250000 Penalty: 4727.254883
	Iteration 14Q: 3 clusters Score -1026841 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1027055.687500 Penalty: 4727.254883
	Iteration 15Q: 3 clusters Score -1027056 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1027270.687500 Penalty: 4727.254883
	Iteration 16Q: 3 clusters Score -1027271 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1027485.562500 Penalty: 4727.254883
	Iteration 17Q: 3 clusters Score -1027486 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1027675.500000 Penalty: 4727.254883
	Iteration 18Q: 3 clusters Score -1027676 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1027806.312500 Penalty: 4727.254883
	Iteration 19Q: 3 clusters Score -1027806 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1027905.250000 Penalty: 4727.254883
	Iteration 20F: 3 clusters Score -1027905 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1027986.625000 Penalty: 4727.254883
	Iteration 21Q: 3 clusters Score -1027987 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1028039.937500 Penalty: 4727.254883
	Iteration 22Q: 3 clusters Score -1028040 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1028073.500000 Penalty: 4727.254883
	Iteration 23Q: 3 clusters Score -1028074 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1028109.125000 Penalty: 4727.254883
	Iteration 24Q: 3 clusters Score -1028109 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1028149.187500 Penalty: 4727.254883
	Iteration 25Q: 3 clusters Score -1028149 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1028189.250000 Penalty: 4727.254883
	Iteration 26Q: 3 clusters Score -1028189 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1028225.812500 Penalty: 4727.254883
	Iteration 27Q: 3 clusters Score -1028226 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1028256.812500 Penalty: 4727.254883
	Iteration 28Q: 3 clusters Score -1028257 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1028273.187500 Penalty: 4727.254883
	Iteration 29Q: 3 clusters Score -1028273 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1028287.750000 Penalty: 4727.254883
	Iteration 30Q: 3 clusters Score -1028288 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1028303.875000 Penalty: 4727.254883
	Iteration 31Q: 3 clusters Score -1028304 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1028322.500000 Penalty: 4727.254883
	Iteration 32Q: 3 clusters Score -1028322 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1028338.187500 Penalty: 4727.254883
	Iteration 33Q: 3 clusters Score -1028338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1028353.437500 Penalty: 4727.254883
	Iteration 34Q: 3 clusters Score -1028353 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1028365.562500 Penalty: 4727.254883
	Iteration 35Q: 3 clusters Score -1028366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1028382.500000 Penalty: 4727.254883
	Iteration 36Q: 3 clusters Score -1028382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1028391.500000 Penalty: 4727.254883
	Iteration 37Q: 3 clusters Score -1028392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1028395.375000 Penalty: 4727.254883
	Iteration 38Q: 3 clusters Score -1028395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1028397.687500 Penalty: 4727.254883
	Iteration 39Q: 3 clusters Score -1028398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1028403.875000 Penalty: 4727.254883
	Iteration 40F: 3 clusters Score -1028404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1028411.000000 Penalty: 4727.254883
	Iteration 41Q: 3 clusters Score -1028411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1028415.625000 Penalty: 4727.254883
	Iteration 42Q: 3 clusters Score -1028416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1028420.062500 Penalty: 4727.254883
	Iteration 43Q: 3 clusters Score -1028420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1028423.437500 Penalty: 4727.254883
	Iteration 44Q: 3 clusters Score -1028423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1028429.375000 Penalty: 4727.254883
	Iteration 45Q: 3 clusters Score -1028429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1028440.562500 Penalty: 4727.254883
	Iteration 46Q: 3 clusters Score -1028441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1028443.812500 Penalty: 4727.254883
	Iteration 47Q: 3 clusters Score -1028444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1028447.562500 Penalty: 4727.254883
	Iteration 48Q: 3 clusters Score -1028448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1028448.625000 Penalty: 4727.254883
	Iteration 49Q: 3 clusters Score -1028449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1028449.687500 Penalty: 4727.254883
	Iteration 50Q: 3 clusters Score -1028450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1028453.625000 Penalty: 4727.254883
	Iteration 51Q: 3 clusters Score -1028454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1028456.187500 Penalty: 4727.254883
	Iteration 52Q: 3 clusters Score -1028456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1028454.500000 Penalty: 4727.254883
	Iteration 53Q: 3 clusters Score -1028454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1028454.062500 Penalty: 4727.254883
	Iteration 54Q: 3 clusters Score -1028454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1028457.000000 Penalty: 4727.254883
	Iteration 55Q: 3 clusters Score -1028457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1028456.250000 Penalty: 4727.254883
	Iteration 56Q: 3 clusters Score -1028456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1028456.687500 Penalty: 4727.254883
	Iteration 57Q: 3 clusters Score -1028457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1028461.875000 Penalty: 4727.254883
	Iteration 58Q: 3 clusters Score -1028462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1028461.125000 Penalty: 4727.254883
	Iteration 59Q: 3 clusters Score -1028461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1028461.312500 Penalty: 4727.254883
	Iteration 60F: 3 clusters Score -1028461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1028461.687500 Penalty: 4727.254883
	Iteration 61Q: 3 clusters Score -1028462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1028461.000000 Penalty: 4727.254883
	Iteration 62Q: 3 clusters Score -1028461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1028461.000000 Penalty: 4727.254883
	Iteration 63F: 3 clusters Score -1028461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Entering Unmasked Estep 
Score: -1189418.250000 Penalty: 2399.668945
	Iteration 0F: 2 clusters Score -1189418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1177967.000000 Penalty: 4799.337891
	Iteration 0F: 3 clusters Score -1177967 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1182137.125000 Penalty: 4799.337891
	Iteration 1F: 3 clusters Score -1182137 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1183100.125000 Penalty: 4799.337891
	Iteration 2F: 3 clusters Score -1183100 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1184111.750000 Penalty: 4799.337891
	Iteration 3F: 3 clusters Score -1184112 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1185121.750000 Penalty: 4799.337891
	Iteration 4F: 3 clusters Score -1185122 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1186172.250000 Penalty: 4799.337891
	Iteration 5F: 3 clusters Score -1186172 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1187155.250000 Penalty: 4799.337891
	Iteration 6F: 3 clusters Score -1187155 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1188043.625000 Penalty: 4799.337891
	Iteration 7F: 3 clusters Score -1188044 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1188819.125000 Penalty: 4799.337891
	Iteration 8F: 3 clusters Score -1188819 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1189328.250000 Penalty: 4799.337891
	Iteration 9Q: 3 clusters Score -1189328 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1189595.625000 Penalty: 4799.337891
	Iteration 10Q: 3 clusters Score -1189596 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1189712.000000 Penalty: 4799.337891
	Iteration 11Q: 3 clusters Score -1189712 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1189767.625000 Penalty: 4799.337891
	Iteration 12Q: 3 clusters Score -1189768 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1189787.875000 Penalty: 4799.337891
	Iteration 13Q: 3 clusters Score -1189788 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1189794.375000 Penalty: 4799.337891
	Iteration 14Q: 3 clusters Score -1189794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1189801.000000 Penalty: 4799.337891
	Iteration 15Q: 3 clusters Score -1189801 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1189805.375000 Penalty: 4799.337891
	Iteration 16Q: 3 clusters Score -1189805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1189806.875000 Penalty: 4799.337891
	Iteration 17Q: 3 clusters Score -1189807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1189810.875000 Penalty: 4799.337891
	Iteration 18Q: 3 clusters Score -1189811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1189811.875000 Penalty: 4799.337891
	Iteration 19Q: 3 clusters Score -1189812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1189810.000000 Penalty: 4799.337891
	Iteration 20F: 3 clusters Score -1189810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1189810.500000 Penalty: 4799.337891
	Iteration 21Q: 3 clusters Score -1189810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1189811.625000 Penalty: 4799.337891
	Iteration 22Q: 3 clusters Score -1189812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1189811.500000 Penalty: 4799.337891
	Iteration 23Q: 3 clusters Score -1189812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1189813.750000 Penalty: 4799.337891
	Iteration 24Q: 3 clusters Score -1189814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1189812.750000 Penalty: 4799.337891
	Iteration 25Q: 3 clusters Score -1189813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1189811.625000 Penalty: 4799.337891
	Iteration 26Q: 3 clusters Score -1189812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1189814.500000 Penalty: 4799.337891
	Iteration 27Q: 3 clusters Score -1189814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1189814.625000 Penalty: 4799.337891
	Iteration 28Q: 3 clusters Score -1189815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1189814.625000 Penalty: 4799.337891
	Iteration 29F: 3 clusters Score -1189815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 207701 members 
Mstep: Class 3 contains 57883 members 
Mstep: Class 4 contains 6623 members 
Mstep: Class 5 contains 214573 members 
Mstep: Class 6 contains 9738 members 
Mstep: Class 7 contains 4706 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80920 members 
Mstep: Class 10 contains 356185 members 
Mstep: Class 11 contains 40432 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6411 members 
Mstep: Class 16 contains 130116 members 
Mstep: Class 17 contains 24193 members 
Mstep: Class 18 contains 27076 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11335 members 
Mstep: Class 21 contains 3926 members 
Mstep: Class 22 contains 12178 members 
Mstep: Class 23 contains 10858 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13777 members 
Mstep: Class 27 contains 4536 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34796 members 
Mstep: Class 30 contains 9561 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29141 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9612 members 
Mstep: Class 37 contains 3093 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10803 members 
Mstep: Class 40 contains 6000 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 11396 members 
Entering Unmasked Estep 
Score: -102300792.000000 Penalty: 158063.093750
Splitting cluster 27 changes total score from -102301312.000000 to -102300792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Entering Unmasked Estep 
Score: -307238.906250 Penalty: 2076.469482
	Iteration 0F: 2 clusters Score -307238.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -303125.406250 Penalty: 4152.938965
	Iteration 0F: 3 clusters Score -303125.4 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -304276.218750 Penalty: 4152.938965
	Iteration 1F: 3 clusters Score -304276.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -304703.218750 Penalty: 4152.938965
	Iteration 2F: 3 clusters Score -304703.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -305011.750000 Penalty: 4152.938965
	Iteration 3F: 3 clusters Score -305011.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -305291.437500 Penalty: 4152.938965
	Iteration 4F: 3 clusters Score -305291.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -305689.250000 Penalty: 4152.938965
	Iteration 5F: 3 clusters Score -305689.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -306090.375000 Penalty: 4152.938965
	Iteration 6F: 3 clusters Score -306090.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -306345.937500 Penalty: 4152.938965
	Iteration 7Q: 3 clusters Score -306345.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -306536.156250 Penalty: 4152.938965
	Iteration 8Q: 3 clusters Score -306536.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -306660.718750 Penalty: 4152.938965
	Iteration 9Q: 3 clusters Score -306660.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -306764.906250 Penalty: 4152.938965
	Iteration 10Q: 3 clusters Score -306764.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -306828.718750 Penalty: 4152.938965
	Iteration 11Q: 3 clusters Score -306828.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -306859.312500 Penalty: 4152.938965
	Iteration 12Q: 3 clusters Score -306859.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -306887.593750 Penalty: 4152.938965
	Iteration 13Q: 3 clusters Score -306887.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -306908.125000 Penalty: 4152.938965
	Iteration 14Q: 3 clusters Score -306908.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -306926.531250 Penalty: 4152.938965
	Iteration 15Q: 3 clusters Score -306926.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -306939.718750 Penalty: 4152.938965
	Iteration 16Q: 3 clusters Score -306939.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -306957.562500 Penalty: 4152.938965
	Iteration 17Q: 3 clusters Score -306957.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -306969.187500 Penalty: 4152.938965
	Iteration 18Q: 3 clusters Score -306969.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -306981.437500 Penalty: 4152.938965
	Iteration 19Q: 3 clusters Score -306981.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -306991.687500 Penalty: 4152.938965
	Iteration 20F: 3 clusters Score -306991.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -306999.562500 Penalty: 4152.938965
	Iteration 21Q: 3 clusters Score -306999.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -307004.187500 Penalty: 4152.938965
	Iteration 22Q: 3 clusters Score -307004.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -307010.531250 Penalty: 4152.938965
	Iteration 23Q: 3 clusters Score -307010.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -307015.281250 Penalty: 4152.938965
	Iteration 24Q: 3 clusters Score -307015.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -307018.125000 Penalty: 4152.938965
	Iteration 25Q: 3 clusters Score -307018.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -307020.562500 Penalty: 4152.938965
	Iteration 26Q: 3 clusters Score -307020.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -307024.593750 Penalty: 4152.938965
	Iteration 27Q: 3 clusters Score -307024.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -307028.343750 Penalty: 4152.938965
	Iteration 28Q: 3 clusters Score -307028.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -307030.156250 Penalty: 4152.938965
	Iteration 29Q: 3 clusters Score -307030.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -307032.656250 Penalty: 4152.938965
	Iteration 30Q: 3 clusters Score -307032.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -307035.312500 Penalty: 4152.938965
	Iteration 31Q: 3 clusters Score -307035.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -307036.343750 Penalty: 4152.938965
	Iteration 32Q: 3 clusters Score -307036.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -307036.968750 Penalty: 4152.938965
	Iteration 33Q: 3 clusters Score -307037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -307036.968750 Penalty: 4152.938965
	Iteration 34F: 3 clusters Score -307037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (34796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Entering Unmasked Estep 
Score: -2591031.000000 Penalty: 2593.399902
	Iteration 0F: 2 clusters Score -2591031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2567198.500000 Penalty: 5186.799805
	Iteration 0F: 3 clusters Score -2567198 nChanged 15927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2575997.250000 Penalty: 5186.799805
	Iteration 1F: 3 clusters Score -2575997 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2576644.500000 Penalty: 5186.799805
	Iteration 2Q: 3 clusters Score -2576644 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2577521.750000 Penalty: 5186.799805
	Iteration 3F: 3 clusters Score -2577522 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2578700.250000 Penalty: 5186.799805
	Iteration 4F: 3 clusters Score -2578700 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2580405.750000 Penalty: 5186.799805
	Iteration 5F: 3 clusters Score -2580406 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2582619.500000 Penalty: 5186.799805
	Iteration 6F: 3 clusters Score -2582620 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2584724.000000 Penalty: 5186.799805
	Iteration 7F: 3 clusters Score -2584724 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2586611.750000 Penalty: 5186.799805
	Iteration 8F: 3 clusters Score -2586612 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2587982.000000 Penalty: 5186.799805
	Iteration 9F: 3 clusters Score -2587982 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2588673.250000 Penalty: 5186.799805
	Iteration 10Q: 3 clusters Score -2588673 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2588978.250000 Penalty: 5186.799805
	Iteration 11Q: 3 clusters Score -2588978 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2589132.500000 Penalty: 5186.799805
	Iteration 12Q: 3 clusters Score -2589132 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2589200.250000 Penalty: 5186.799805
	Iteration 13Q: 3 clusters Score -2589200 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2589248.000000 Penalty: 5186.799805
	Iteration 14Q: 3 clusters Score -2589248 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2589275.500000 Penalty: 5186.799805
	Iteration 15Q: 3 clusters Score -2589276 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2589296.250000 Penalty: 5186.799805
	Iteration 16Q: 3 clusters Score -2589296 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2589317.250000 Penalty: 5186.799805
	Iteration 17Q: 3 clusters Score -2589317 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2589330.000000 Penalty: 5186.799805
	Iteration 18Q: 3 clusters Score -2589330 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2589345.250000 Penalty: 5186.799805
	Iteration 19Q: 3 clusters Score -2589345 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2589352.250000 Penalty: 5186.799805
	Iteration 20F: 3 clusters Score -2589352 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2589351.250000 Penalty: 5186.799805
	Iteration 21Q: 3 clusters Score -2589351 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2589356.500000 Penalty: 5186.799805
	Iteration 22Q: 3 clusters Score -2589356 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2589365.250000 Penalty: 5186.799805
	Iteration 23Q: 3 clusters Score -2589365 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2589367.000000 Penalty: 5186.799805
	Iteration 24Q: 3 clusters Score -2589367 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2589370.250000 Penalty: 5186.799805
	Iteration 25Q: 3 clusters Score -2589370 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2589375.500000 Penalty: 5186.799805
	Iteration 26Q: 3 clusters Score -2589376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2589373.000000 Penalty: 5186.799805
	Iteration 27Q: 3 clusters Score -2589373 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2589383.250000 Penalty: 5186.799805
	Iteration 28Q: 3 clusters Score -2589383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2589378.250000 Penalty: 5186.799805
	Iteration 29Q: 3 clusters Score -2589378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2589383.000000 Penalty: 5186.799805
	Iteration 30Q: 3 clusters Score -2589383 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2589383.250000 Penalty: 5186.799805
	Iteration 31Q: 3 clusters Score -2589383 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2589380.250000 Penalty: 5186.799805
	Iteration 32Q: 3 clusters Score -2589380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2589381.000000 Penalty: 5186.799805
	Iteration 33Q: 3 clusters Score -2589381 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2589385.000000 Penalty: 5186.799805
	Iteration 34Q: 3 clusters Score -2589385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2589393.500000 Penalty: 5186.799805
	Iteration 35Q: 3 clusters Score -2589394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2589392.500000 Penalty: 5186.799805
	Iteration 36Q: 3 clusters Score -2589392 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2589392.250000 Penalty: 5186.799805
	Iteration 37Q: 3 clusters Score -2589392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2589388.000000 Penalty: 5186.799805
	Iteration 38Q: 3 clusters Score -2589388 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2589383.750000 Penalty: 5186.799805
	Iteration 39Q: 3 clusters Score -2589384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2589390.250000 Penalty: 5186.799805
	Iteration 40F: 3 clusters Score -2589390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2589397.000000 Penalty: 5186.799805
	Iteration 41Q: 3 clusters Score -2589397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2589402.250000 Penalty: 5186.799805
	Iteration 42Q: 3 clusters Score -2589402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2589397.750000 Penalty: 5186.799805
	Iteration 43Q: 3 clusters Score -2589398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2589405.750000 Penalty: 5186.799805
	Iteration 44Q: 3 clusters Score -2589406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2589409.500000 Penalty: 5186.799805
	Iteration 45Q: 3 clusters Score -2589410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2589413.250000 Penalty: 5186.799805
	Iteration 46Q: 3 clusters Score -2589413 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2589408.250000 Penalty: 5186.799805
	Iteration 47Q: 3 clusters Score -2589408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2589404.000000 Penalty: 5186.799805
	Iteration 48Q: 3 clusters Score -2589404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2589413.750000 Penalty: 5186.799805
	Iteration 49Q: 3 clusters Score -2589414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2589415.000000 Penalty: 5186.799805
	Iteration 50Q: 3 clusters Score -2589415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2589411.750000 Penalty: 5186.799805
	Iteration 51Q: 3 clusters Score -2589412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2589413.000000 Penalty: 5186.799805
	Iteration 52Q: 3 clusters Score -2589413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2589420.250000 Penalty: 5186.799805
	Iteration 53Q: 3 clusters Score -2589420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2589429.750000 Penalty: 5186.799805
	Iteration 54Q: 3 clusters Score -2589430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2589423.250000 Penalty: 5186.799805
	Iteration 55Q: 3 clusters Score -2589423 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2589431.750000 Penalty: 5186.799805
	Iteration 56Q: 3 clusters Score -2589432 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2589442.500000 Penalty: 5186.799805
	Iteration 57Q: 3 clusters Score -2589442 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2589444.500000 Penalty: 5186.799805
	Iteration 58Q: 3 clusters Score -2589444 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2589457.250000 Penalty: 5186.799805
	Iteration 59Q: 3 clusters Score -2589457 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2589468.500000 Penalty: 5186.799805
	Iteration 60F: 3 clusters Score -2589468 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2589488.250000 Penalty: 5186.799805
	Iteration 61Q: 3 clusters Score -2589488 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2589495.250000 Penalty: 5186.799805
	Iteration 62Q: 3 clusters Score -2589495 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2589522.500000 Penalty: 5186.799805
	Iteration 63Q: 3 clusters Score -2589522 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2589528.750000 Penalty: 5186.799805
	Iteration 64Q: 3 clusters Score -2589529 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2589546.000000 Penalty: 5186.799805
	Iteration 65Q: 3 clusters Score -2589546 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2589569.500000 Penalty: 5186.799805
	Iteration 66Q: 3 clusters Score -2589570 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2589581.250000 Penalty: 5186.799805
	Iteration 67Q: 3 clusters Score -2589581 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2589593.750000 Penalty: 5186.799805
	Iteration 68Q: 3 clusters Score -2589594 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2589591.250000 Penalty: 5186.799805
	Iteration 69Q: 3 clusters Score -2589591 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2589604.750000 Penalty: 5186.799805
	Iteration 70Q: 3 clusters Score -2589605 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2589625.750000 Penalty: 5186.799805
	Iteration 71Q: 3 clusters Score -2589626 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2589636.000000 Penalty: 5186.799805
	Iteration 72Q: 3 clusters Score -2589636 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2589636.250000 Penalty: 5186.799805
	Iteration 73Q: 3 clusters Score -2589636 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2589659.000000 Penalty: 5186.799805
	Iteration 74Q: 3 clusters Score -2589659 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2589689.750000 Penalty: 5186.799805
	Iteration 75Q: 3 clusters Score -2589690 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2589697.500000 Penalty: 5186.799805
	Iteration 76Q: 3 clusters Score -2589698 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2589728.250000 Penalty: 5186.799805
	Iteration 77Q: 3 clusters Score -2589728 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2589754.750000 Penalty: 5186.799805
	Iteration 78Q: 3 clusters Score -2589755 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2589786.000000 Penalty: 5186.799805
	Iteration 79Q: 3 clusters Score -2589786 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2589810.750000 Penalty: 5186.799805
	Iteration 80F: 3 clusters Score -2589811 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2589848.750000 Penalty: 5186.799805
	Iteration 81Q: 3 clusters Score -2589849 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2589897.000000 Penalty: 5186.799805
	Iteration 82Q: 3 clusters Score -2589897 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2589904.750000 Penalty: 5186.799805
	Iteration 83Q: 3 clusters Score -2589905 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2589935.500000 Penalty: 5186.799805
	Iteration 84Q: 3 clusters Score -2589936 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2589973.000000 Penalty: 5186.799805
	Iteration 85Q: 3 clusters Score -2589973 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2590008.750000 Penalty: 5186.799805
	Iteration 86Q: 3 clusters Score -2590009 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2590055.250000 Penalty: 5186.799805
	Iteration 87Q: 3 clusters Score -2590055 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2590066.750000 Penalty: 5186.799805
	Iteration 88Q: 3 clusters Score -2590067 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2590105.250000 Penalty: 5186.799805
	Iteration 89Q: 3 clusters Score -2590105 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2590122.250000 Penalty: 5186.799805
	Iteration 90Q: 3 clusters Score -2590122 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2590157.500000 Penalty: 5186.799805
	Iteration 91Q: 3 clusters Score -2590158 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2590180.500000 Penalty: 5186.799805
	Iteration 92Q: 3 clusters Score -2590180 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2590198.000000 Penalty: 5186.799805
	Iteration 93Q: 3 clusters Score -2590198 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2590224.750000 Penalty: 5186.799805
	Iteration 94Q: 3 clusters Score -2590225 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2590240.500000 Penalty: 5186.799805
	Iteration 95Q: 3 clusters Score -2590240 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2590247.250000 Penalty: 5186.799805
	Iteration 96Q: 3 clusters Score -2590247 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2590250.750000 Penalty: 5186.799805
	Iteration 97Q: 3 clusters Score -2590251 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2590260.000000 Penalty: 5186.799805
	Iteration 98Q: 3 clusters Score -2590260 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2590256.250000 Penalty: 5186.799805
	Iteration 99Q: 3 clusters Score -2590256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2590254.500000 Penalty: 5186.799805
	Iteration 100F: 3 clusters Score -2590254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2590263.750000 Penalty: 5186.799805
	Iteration 101Q: 3 clusters Score -2590264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2590272.500000 Penalty: 5186.799805
	Iteration 102Q: 3 clusters Score -2590272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2590281.750000 Penalty: 5186.799805
	Iteration 103Q: 3 clusters Score -2590282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2590276.750000 Penalty: 5186.799805
	Iteration 104Q: 3 clusters Score -2590277 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -2590280.250000 Penalty: 5186.799805
	Iteration 105Q: 3 clusters Score -2590280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2590281.000000 Penalty: 5186.799805
	Iteration 106Q: 3 clusters Score -2590281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2590275.250000 Penalty: 5186.799805
	Iteration 107Q: 3 clusters Score -2590275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2590283.750000 Penalty: 5186.799805
	Iteration 108Q: 3 clusters Score -2590284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2590283.250000 Penalty: 5186.799805
	Iteration 109Q: 3 clusters Score -2590283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2590283.000000 Penalty: 5186.799805
	Iteration 110Q: 3 clusters Score -2590283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2590283.250000 Penalty: 5186.799805
	Iteration 111Q: 3 clusters Score -2590283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2590283.750000 Penalty: 5186.799805
	Iteration 112Q: 3 clusters Score -2590284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2590282.500000 Penalty: 5186.799805
	Iteration 113Q: 3 clusters Score -2590282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2590286.500000 Penalty: 5186.799805
	Iteration 114Q: 3 clusters Score -2590286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2590285.500000 Penalty: 5186.799805
	Iteration 115Q: 3 clusters Score -2590286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2590280.750000 Penalty: 5186.799805
	Iteration 116Q: 3 clusters Score -2590281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2590287.500000 Penalty: 5186.799805
	Iteration 117Q: 3 clusters Score -2590288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2590292.750000 Penalty: 5186.799805
	Iteration 118Q: 3 clusters Score -2590293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2590295.250000 Penalty: 5186.799805
	Iteration 119Q: 3 clusters Score -2590295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2590290.750000 Penalty: 5186.799805
	Iteration 120F: 3 clusters Score -2590291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2590297.750000 Penalty: 5186.799805
	Iteration 121Q: 3 clusters Score -2590298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2590294.750000 Penalty: 5186.799805
	Iteration 122Q: 3 clusters Score -2590295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2590296.500000 Penalty: 5186.799805
	Iteration 123Q: 3 clusters Score -2590296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2590304.250000 Penalty: 5186.799805
	Iteration 124Q: 3 clusters Score -2590304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2590307.250000 Penalty: 5186.799805
	Iteration 125Q: 3 clusters Score -2590307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2590304.000000 Penalty: 5186.799805
	Iteration 126Q: 3 clusters Score -2590304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2590308.000000 Penalty: 5186.799805
	Iteration 127Q: 3 clusters Score -2590308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2590310.500000 Penalty: 5186.799805
	Iteration 128Q: 3 clusters Score -2590310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2590311.250000 Penalty: 5186.799805
	Iteration 129Q: 3 clusters Score -2590311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2590308.500000 Penalty: 5186.799805
	Iteration 130Q: 3 clusters Score -2590308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2590312.750000 Penalty: 5186.799805
	Iteration 131Q: 3 clusters Score -2590313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2590311.500000 Penalty: 5186.799805
	Iteration 132Q: 3 clusters Score -2590312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2590315.000000 Penalty: 5186.799805
	Iteration 133Q: 3 clusters Score -2590315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2590315.750000 Penalty: 5186.799805
	Iteration 134Q: 3 clusters Score -2590316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2590318.250000 Penalty: 5186.799805
	Iteration 135Q: 3 clusters Score -2590318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2590318.500000 Penalty: 5186.799805
	Iteration 136Q: 3 clusters Score -2590318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2590318.750000 Penalty: 5186.799805
	Iteration 137Q: 3 clusters Score -2590319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2590319.250000 Penalty: 5186.799805
	Iteration 138Q: 3 clusters Score -2590319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2590319.000000 Penalty: 5186.799805
	Iteration 139Q: 3 clusters Score -2590319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2590319.000000 Penalty: 5186.799805
	Iteration 140F: 3 clusters Score -2590319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Entering Unmasked Estep 
Score: -655114.875000 Penalty: 2273.031006
	Iteration 0F: 2 clusters Score -655114.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -647687.750000 Penalty: 4546.062012
	Iteration 0F: 3 clusters Score -647687.8 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -649967.437500 Penalty: 4546.062012
	Iteration 1F: 3 clusters Score -649967.4 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -650429.562500 Penalty: 4546.062012
	Iteration 2F: 3 clusters Score -650429.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -650856.750000 Penalty: 4546.062012
	Iteration 3F: 3 clusters Score -650856.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -651275.625000 Penalty: 4546.062012
	Iteration 4F: 3 clusters Score -651275.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -651682.187500 Penalty: 4546.062012
	Iteration 5F: 3 clusters Score -651682.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -652044.812500 Penalty: 4546.062012
	Iteration 6F: 3 clusters Score -652044.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -652393.812500 Penalty: 4546.062012
	Iteration 7F: 3 clusters Score -652393.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -652714.437500 Penalty: 4546.062012
	Iteration 8Q: 3 clusters Score -652714.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -652963.000000 Penalty: 4546.062012
	Iteration 9Q: 3 clusters Score -652963 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -653158.687500 Penalty: 4546.062012
	Iteration 10Q: 3 clusters Score -653158.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -653293.000000 Penalty: 4546.062012
	Iteration 11Q: 3 clusters Score -653293 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -653404.125000 Penalty: 4546.062012
	Iteration 12Q: 3 clusters Score -653404.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -653492.875000 Penalty: 4546.062012
	Iteration 13Q: 3 clusters Score -653492.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -653569.625000 Penalty: 4546.062012
	Iteration 14Q: 3 clusters Score -653569.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -653623.937500 Penalty: 4546.062012
	Iteration 15Q: 3 clusters Score -653623.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -653682.312500 Penalty: 4546.062012
	Iteration 16Q: 3 clusters Score -653682.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -653751.812500 Penalty: 4546.062012
	Iteration 17Q: 3 clusters Score -653751.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -653823.875000 Penalty: 4546.062012
	Iteration 18Q: 3 clusters Score -653823.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -653888.875000 Penalty: 4546.062012
	Iteration 19Q: 3 clusters Score -653888.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -653940.062500 Penalty: 4546.062012
	Iteration 20F: 3 clusters Score -653940.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -653984.687500 Penalty: 4546.062012
	Iteration 21Q: 3 clusters Score -653984.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -654011.187500 Penalty: 4546.062012
	Iteration 22Q: 3 clusters Score -654011.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -654029.312500 Penalty: 4546.062012
	Iteration 23Q: 3 clusters Score -654029.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -654040.062500 Penalty: 4546.062012
	Iteration 24Q: 3 clusters Score -654040.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -654050.875000 Penalty: 4546.062012
	Iteration 25Q: 3 clusters Score -654050.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -654056.187500 Penalty: 4546.062012
	Iteration 26Q: 3 clusters Score -654056.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -654058.312500 Penalty: 4546.062012
	Iteration 27Q: 3 clusters Score -654058.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -654063.562500 Penalty: 4546.062012
	Iteration 28Q: 3 clusters Score -654063.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -654069.312500 Penalty: 4546.062012
	Iteration 29Q: 3 clusters Score -654069.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -654068.875000 Penalty: 4546.062012
	Iteration 30Q: 3 clusters Score -654068.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -654071.937500 Penalty: 4546.062012
	Iteration 31Q: 3 clusters Score -654071.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -654074.437500 Penalty: 4546.062012
	Iteration 32Q: 3 clusters Score -654074.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -654075.812500 Penalty: 4546.062012
	Iteration 33Q: 3 clusters Score -654075.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -654076.250000 Penalty: 4546.062012
	Iteration 34Q: 3 clusters Score -654076.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -654076.312500 Penalty: 4546.062012
	Iteration 35Q: 3 clusters Score -654076.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -654076.312500 Penalty: 4546.062012
	Iteration 36F: 3 clusters Score -654076.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Entering Unmasked Estep 
Score: -181656.953125 Penalty: 1945.760254
	Iteration 0F: 2 clusters Score -181657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -178690.640625 Penalty: 3891.520508
	Iteration 0F: 3 clusters Score -178690.6 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -179253.875000 Penalty: 3891.520508
	Iteration 1F: 3 clusters Score -179253.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -179407.812500 Penalty: 3891.520508
	Iteration 2F: 3 clusters Score -179407.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -179501.703125 Penalty: 3891.520508
	Iteration 3Q: 3 clusters Score -179501.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -179567.796875 Penalty: 3891.520508
	Iteration 4Q: 3 clusters Score -179567.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -179629.328125 Penalty: 3891.520508
	Iteration 5Q: 3 clusters Score -179629.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -179680.000000 Penalty: 3891.520508
	Iteration 6Q: 3 clusters Score -179680 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -179740.734375 Penalty: 3891.520508
	Iteration 7Q: 3 clusters Score -179740.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -179802.656250 Penalty: 3891.520508
	Iteration 8Q: 3 clusters Score -179802.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -179848.250000 Penalty: 3891.520508
	Iteration 9Q: 3 clusters Score -179848.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -179886.546875 Penalty: 3891.520508
	Iteration 10Q: 3 clusters Score -179886.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -179918.171875 Penalty: 3891.520508
	Iteration 11Q: 3 clusters Score -179918.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -179944.406250 Penalty: 3891.520508
	Iteration 12Q: 3 clusters Score -179944.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -179962.015625 Penalty: 3891.520508
	Iteration 13Q: 3 clusters Score -179962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -179975.609375 Penalty: 3891.520508
	Iteration 14Q: 3 clusters Score -179975.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -179989.718750 Penalty: 3891.520508
	Iteration 15Q: 3 clusters Score -179989.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -180008.312500 Penalty: 3891.520508
	Iteration 16Q: 3 clusters Score -180008.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -180025.500000 Penalty: 3891.520508
	Iteration 17Q: 3 clusters Score -180025.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -180040.156250 Penalty: 3891.520508
	Iteration 18Q: 3 clusters Score -180040.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -180056.828125 Penalty: 3891.520508
	Iteration 19Q: 3 clusters Score -180056.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -180072.703125 Penalty: 3891.520508
	Iteration 20F: 3 clusters Score -180072.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -180088.546875 Penalty: 3891.520508
	Iteration 21Q: 3 clusters Score -180088.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -180104.078125 Penalty: 3891.520508
	Iteration 22Q: 3 clusters Score -180104.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -180114.484375 Penalty: 3891.520508
	Iteration 23Q: 3 clusters Score -180114.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -180124.953125 Penalty: 3891.520508
	Iteration 24Q: 3 clusters Score -180125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -180139.156250 Penalty: 3891.520508
	Iteration 25Q: 3 clusters Score -180139.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -180150.812500 Penalty: 3891.520508
	Iteration 26Q: 3 clusters Score -180150.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -180160.171875 Penalty: 3891.520508
	Iteration 27Q: 3 clusters Score -180160.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -180173.781250 Penalty: 3891.520508
	Iteration 28Q: 3 clusters Score -180173.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -180184.390625 Penalty: 3891.520508
	Iteration 29Q: 3 clusters Score -180184.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -180196.015625 Penalty: 3891.520508
	Iteration 30Q: 3 clusters Score -180196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -180204.234375 Penalty: 3891.520508
	Iteration 31Q: 3 clusters Score -180204.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -180209.750000 Penalty: 3891.520508
	Iteration 32Q: 3 clusters Score -180209.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -180215.515625 Penalty: 3891.520508
	Iteration 33Q: 3 clusters Score -180215.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -180220.062500 Penalty: 3891.520508
	Iteration 34Q: 3 clusters Score -180220.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -180225.531250 Penalty: 3891.520508
	Iteration 35Q: 3 clusters Score -180225.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -180232.312500 Penalty: 3891.520508
	Iteration 36Q: 3 clusters Score -180232.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -180237.625000 Penalty: 3891.520508
	Iteration 37Q: 3 clusters Score -180237.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -180239.375000 Penalty: 3891.520508
	Iteration 38Q: 3 clusters Score -180239.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -180241.734375 Penalty: 3891.520508
	Iteration 39Q: 3 clusters Score -180241.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -180245.281250 Penalty: 3891.520508
	Iteration 40F: 3 clusters Score -180245.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -180249.937500 Penalty: 3891.520508
	Iteration 41Q: 3 clusters Score -180249.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -180253.281250 Penalty: 3891.520508
	Iteration 42Q: 3 clusters Score -180253.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -180254.859375 Penalty: 3891.520508
	Iteration 43Q: 3 clusters Score -180254.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -180256.406250 Penalty: 3891.520508
	Iteration 44Q: 3 clusters Score -180256.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -180257.390625 Penalty: 3891.520508
	Iteration 45Q: 3 clusters Score -180257.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -180258.062500 Penalty: 3891.520508
	Iteration 46Q: 3 clusters Score -180258.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -180258.062500 Penalty: 3891.520508
	Iteration 47F: 3 clusters Score -180258.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Entering Unmasked Estep 
Score: -176721.328125 Penalty: 1939.269775
	Iteration 0F: 2 clusters Score -176721.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -173805.890625 Penalty: 3878.539551
	Iteration 0F: 3 clusters Score -173805.9 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -174367.234375 Penalty: 3878.539551
	Iteration 1F: 3 clusters Score -174367.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -174570.500000 Penalty: 3878.539551
	Iteration 2F: 3 clusters Score -174570.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -174701.984375 Penalty: 3878.539551
	Iteration 3F: 3 clusters Score -174702 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -174827.218750 Penalty: 3878.539551
	Iteration 4Q: 3 clusters Score -174827.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -174933.515625 Penalty: 3878.539551
	Iteration 5Q: 3 clusters Score -174933.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -175047.781250 Penalty: 3878.539551
	Iteration 6Q: 3 clusters Score -175047.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -175143.890625 Penalty: 3878.539551
	Iteration 7Q: 3 clusters Score -175143.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -175205.171875 Penalty: 3878.539551
	Iteration 8Q: 3 clusters Score -175205.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -175262.156250 Penalty: 3878.539551
	Iteration 9Q: 3 clusters Score -175262.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -175315.000000 Penalty: 3878.539551
	Iteration 10Q: 3 clusters Score -175315 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -175361.640625 Penalty: 3878.539551
	Iteration 11Q: 3 clusters Score -175361.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -175419.875000 Penalty: 3878.539551
	Iteration 12Q: 3 clusters Score -175419.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -175466.718750 Penalty: 3878.539551
	Iteration 13Q: 3 clusters Score -175466.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -175510.437500 Penalty: 3878.539551
	Iteration 14Q: 3 clusters Score -175510.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -175538.203125 Penalty: 3878.539551
	Iteration 15Q: 3 clusters Score -175538.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -175562.671875 Penalty: 3878.539551
	Iteration 16Q: 3 clusters Score -175562.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -175591.828125 Penalty: 3878.539551
	Iteration 17Q: 3 clusters Score -175591.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -175628.359375 Penalty: 3878.539551
	Iteration 18Q: 3 clusters Score -175628.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -175658.328125 Penalty: 3878.539551
	Iteration 19Q: 3 clusters Score -175658.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -175687.171875 Penalty: 3878.539551
	Iteration 20F: 3 clusters Score -175687.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -175720.468750 Penalty: 3878.539551
	Iteration 21Q: 3 clusters Score -175720.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -175795.234375 Penalty: 3878.539551
	Iteration 22Q: 3 clusters Score -175795.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -175897.015625 Penalty: 3878.539551
	Iteration 23Q: 3 clusters Score -175897 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -176048.265625 Penalty: 3878.539551
	Iteration 24Q: 3 clusters Score -176048.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -176178.203125 Penalty: 3878.539551
	Iteration 25Q: 3 clusters Score -176178.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -176232.609375 Penalty: 3878.539551
	Iteration 26Q: 3 clusters Score -176232.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -176254.156250 Penalty: 3878.539551
	Iteration 27Q: 3 clusters Score -176254.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -176259.359375 Penalty: 3878.539551
	Iteration 28Q: 3 clusters Score -176259.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -176260.609375 Penalty: 3878.539551
	Iteration 29Q: 3 clusters Score -176260.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -176260.609375 Penalty: 3878.539551
	Iteration 30F: 3 clusters Score -176260.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Entering Unmasked Estep 
Score: -130268.976562 Penalty: 1867.957886
	Iteration 0F: 2 clusters Score -130269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -127763.234375 Penalty: 3735.915771
	Iteration 0F: 3 clusters Score -127763.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -128303.148438 Penalty: 3735.915771
	Iteration 1F: 3 clusters Score -128303.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -128450.562500 Penalty: 3735.915771
	Iteration 2F: 3 clusters Score -128450.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -128523.710938 Penalty: 3735.915771
	Iteration 3Q: 3 clusters Score -128523.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -128567.218750 Penalty: 3735.915771
	Iteration 4Q: 3 clusters Score -128567.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -128588.929688 Penalty: 3735.915771
	Iteration 5Q: 3 clusters Score -128588.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -128603.187500 Penalty: 3735.915771
	Iteration 6Q: 3 clusters Score -128603.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -128616.054688 Penalty: 3735.915771
	Iteration 7Q: 3 clusters Score -128616.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -128619.617188 Penalty: 3735.915771
	Iteration 8Q: 3 clusters Score -128619.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -128623.796875 Penalty: 3735.915771
	Iteration 9Q: 3 clusters Score -128623.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -128628.085938 Penalty: 3735.915771
	Iteration 10Q: 3 clusters Score -128628.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -128630.671875 Penalty: 3735.915771
	Iteration 11Q: 3 clusters Score -128630.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -128632.992188 Penalty: 3735.915771
	Iteration 12Q: 3 clusters Score -128633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -128634.375000 Penalty: 3735.915771
	Iteration 13Q: 3 clusters Score -128634.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -128634.898438 Penalty: 3735.915771
	Iteration 14Q: 3 clusters Score -128634.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -128635.203125 Penalty: 3735.915771
	Iteration 15Q: 3 clusters Score -128635.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -128635.203125 Penalty: 3735.915771
	Iteration 16F: 3 clusters Score -128635.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (29141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Entering Unmasked Estep 
Score: -2223642.250000 Penalty: 2549.415527
	Iteration 0F: 2 clusters Score -2223642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2203698.750000 Penalty: 5098.831055
	Iteration 0F: 3 clusters Score -2203699 nChanged 13127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2211091.500000 Penalty: 5098.831055
	Iteration 1F: 3 clusters Score -2211092 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2211910.750000 Penalty: 5098.831055
	Iteration 2F: 3 clusters Score -2211911 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2212961.250000 Penalty: 5098.831055
	Iteration 3F: 3 clusters Score -2212961 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2214295.000000 Penalty: 5098.831055
	Iteration 4F: 3 clusters Score -2214295 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2215997.000000 Penalty: 5098.831055
	Iteration 5F: 3 clusters Score -2215997 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2217741.500000 Penalty: 5098.831055
	Iteration 6F: 3 clusters Score -2217742 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2219224.500000 Penalty: 5098.831055
	Iteration 7F: 3 clusters Score -2219224 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2220214.250000 Penalty: 5098.831055
	Iteration 8Q: 3 clusters Score -2220214 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2220943.500000 Penalty: 5098.831055
	Iteration 9Q: 3 clusters Score -2220944 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2221286.000000 Penalty: 5098.831055
	Iteration 10Q: 3 clusters Score -2221286 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2221447.500000 Penalty: 5098.831055
	Iteration 11Q: 3 clusters Score -2221448 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2221510.000000 Penalty: 5098.831055
	Iteration 12Q: 3 clusters Score -2221510 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2221560.750000 Penalty: 5098.831055
	Iteration 13Q: 3 clusters Score -2221561 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2221594.500000 Penalty: 5098.831055
	Iteration 14Q: 3 clusters Score -2221594 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2221616.500000 Penalty: 5098.831055
	Iteration 15Q: 3 clusters Score -2221616 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2221635.000000 Penalty: 5098.831055
	Iteration 16Q: 3 clusters Score -2221635 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2221666.250000 Penalty: 5098.831055
	Iteration 17Q: 3 clusters Score -2221666 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2221689.250000 Penalty: 5098.831055
	Iteration 18Q: 3 clusters Score -2221689 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2221708.250000 Penalty: 5098.831055
	Iteration 19Q: 3 clusters Score -2221708 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2221719.000000 Penalty: 5098.831055
	Iteration 20F: 3 clusters Score -2221719 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2221729.000000 Penalty: 5098.831055
	Iteration 21Q: 3 clusters Score -2221729 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2221743.750000 Penalty: 5098.831055
	Iteration 22Q: 3 clusters Score -2221744 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2221756.250000 Penalty: 5098.831055
	Iteration 23Q: 3 clusters Score -2221756 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2221777.250000 Penalty: 5098.831055
	Iteration 24Q: 3 clusters Score -2221777 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2221785.250000 Penalty: 5098.831055
	Iteration 25Q: 3 clusters Score -2221785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2221791.000000 Penalty: 5098.831055
	Iteration 26Q: 3 clusters Score -2221791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2221790.000000 Penalty: 5098.831055
	Iteration 27Q: 3 clusters Score -2221790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2221790.500000 Penalty: 5098.831055
	Iteration 28Q: 3 clusters Score -2221790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2221796.000000 Penalty: 5098.831055
	Iteration 29Q: 3 clusters Score -2221796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2221794.750000 Penalty: 5098.831055
	Iteration 30Q: 3 clusters Score -2221795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2221796.750000 Penalty: 5098.831055
	Iteration 31Q: 3 clusters Score -2221797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2221798.500000 Penalty: 5098.831055
	Iteration 32Q: 3 clusters Score -2221798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2221802.500000 Penalty: 5098.831055
	Iteration 33Q: 3 clusters Score -2221802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2221803.000000 Penalty: 5098.831055
	Iteration 34Q: 3 clusters Score -2221803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2221805.250000 Penalty: 5098.831055
	Iteration 35Q: 3 clusters Score -2221805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2221805.250000 Penalty: 5098.831055
	Iteration 36F: 3 clusters Score -2221805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -136530.500000 Penalty: 1946.535522
	Iteration 0F: 2 clusters Score -136530.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -133661.828125 Penalty: 3893.071045
	Iteration 0F: 3 clusters Score -133661.8 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -134641.953125 Penalty: 3893.071045
	Iteration 1F: 3 clusters Score -134642 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -135106.718750 Penalty: 3893.071045
	Iteration 2F: 3 clusters Score -135106.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -135420.515625 Penalty: 3893.071045
	Iteration 3F: 3 clusters Score -135420.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -135601.718750 Penalty: 3893.071045
	Iteration 4F: 3 clusters Score -135601.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -135739.953125 Penalty: 3893.071045
	Iteration 5Q: 3 clusters Score -135740 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -135830.265625 Penalty: 3893.071045
	Iteration 6Q: 3 clusters Score -135830.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -135892.328125 Penalty: 3893.071045
	Iteration 7Q: 3 clusters Score -135892.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -135930.609375 Penalty: 3893.071045
	Iteration 8Q: 3 clusters Score -135930.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -135968.640625 Penalty: 3893.071045
	Iteration 9Q: 3 clusters Score -135968.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -136004.640625 Penalty: 3893.071045
	Iteration 10Q: 3 clusters Score -136004.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -136051.828125 Penalty: 3893.071045
	Iteration 11Q: 3 clusters Score -136051.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -136098.625000 Penalty: 3893.071045
	Iteration 12Q: 3 clusters Score -136098.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -136158.078125 Penalty: 3893.071045
	Iteration 13Q: 3 clusters Score -136158.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -136242.734375 Penalty: 3893.071045
	Iteration 14Q: 3 clusters Score -136242.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -136503.984375 Penalty: 3893.071045
	Iteration 15Q: 3 clusters Score -136504 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -136696.875000 Penalty: 3893.071045
	Iteration 16Q: 3 clusters Score -136696.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -136755.625000 Penalty: 3893.071045
	Iteration 17Q: 3 clusters Score -136755.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -136784.031250 Penalty: 3893.071045
	Iteration 18Q: 3 clusters Score -136784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -136797.046875 Penalty: 3893.071045
	Iteration 19Q: 3 clusters Score -136797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -136806.453125 Penalty: 3893.071045
	Iteration 20F: 3 clusters Score -136806.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -136810.500000 Penalty: 3893.071045
	Iteration 21Q: 3 clusters Score -136810.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -136812.984375 Penalty: 3893.071045
	Iteration 22Q: 3 clusters Score -136813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -136814.187500 Penalty: 3893.071045
	Iteration 23Q: 3 clusters Score -136814.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -136814.500000 Penalty: 3893.071045
	Iteration 24Q: 3 clusters Score -136814.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -136814.500000 Penalty: 3893.071045
	Iteration 25F: 3 clusters Score -136814.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 207701 members 
Mstep: Class 3 contains 57883 members 
Mstep: Class 4 contains 6623 members 
Mstep: Class 5 contains 214573 members 
Mstep: Class 6 contains 9738 members 
Mstep: Class 7 contains 4706 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80920 members 
Mstep: Class 10 contains 356185 members 
Mstep: Class 11 contains 40432 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6411 members 
Mstep: Class 16 contains 130116 members 
Mstep: Class 17 contains 24193 members 
Mstep: Class 18 contains 27076 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11335 members 
Mstep: Class 21 contains 3926 members 
Mstep: Class 22 contains 12178 members 
Mstep: Class 23 contains 10858 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13777 members 
Mstep: Class 27 contains 15932 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34796 members 
Mstep: Class 30 contains 9561 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29141 members 
Mstep: Class 35 contains 1312 members 
Mstep: Class 36 contains 9612 members 
Mstep: Class 37 contains 3093 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10803 members 
Mstep: Class 40 contains 6000 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 1251 members 
Entering Unmasked Estep 
Score: -102300208.000000 Penalty: 158063.093750
Splitting cluster 35 changes total score from -102301312.000000 to -102300208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (9612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Entering Unmasked Estep 
Score: -694466.062500 Penalty: 2274.350342
	Iteration 0F: 2 clusters Score -694466.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -687037.687500 Penalty: 4548.700684
	Iteration 0F: 3 clusters Score -687037.7 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -689212.625000 Penalty: 4548.700684
	Iteration 1F: 3 clusters Score -689212.6 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -689603.437500 Penalty: 4548.700684
	Iteration 2F: 3 clusters Score -689603.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -689931.750000 Penalty: 4548.700684
	Iteration 3F: 3 clusters Score -689931.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -690255.562500 Penalty: 4548.700684
	Iteration 4F: 3 clusters Score -690255.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -690596.437500 Penalty: 4548.700684
	Iteration 5F: 3 clusters Score -690596.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -690901.250000 Penalty: 4548.700684
	Iteration 6F: 3 clusters Score -690901.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -691152.562500 Penalty: 4548.700684
	Iteration 7Q: 3 clusters Score -691152.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -691392.937500 Penalty: 4548.700684
	Iteration 8Q: 3 clusters Score -691392.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -691591.375000 Penalty: 4548.700684
	Iteration 9Q: 3 clusters Score -691591.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -691760.562500 Penalty: 4548.700684
	Iteration 10Q: 3 clusters Score -691760.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -691913.750000 Penalty: 4548.700684
	Iteration 11Q: 3 clusters Score -691913.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -692043.000000 Penalty: 4548.700684
	Iteration 12Q: 3 clusters Score -692043 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -692157.125000 Penalty: 4548.700684
	Iteration 13Q: 3 clusters Score -692157.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -692248.375000 Penalty: 4548.700684
	Iteration 14Q: 3 clusters Score -692248.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -692321.750000 Penalty: 4548.700684
	Iteration 15Q: 3 clusters Score -692321.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -692399.187500 Penalty: 4548.700684
	Iteration 16Q: 3 clusters Score -692399.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -692466.750000 Penalty: 4548.700684
	Iteration 17Q: 3 clusters Score -692466.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -692526.937500 Penalty: 4548.700684
	Iteration 18Q: 3 clusters Score -692526.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -692570.750000 Penalty: 4548.700684
	Iteration 19Q: 3 clusters Score -692570.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -692617.437500 Penalty: 4548.700684
	Iteration 20F: 3 clusters Score -692617.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -692667.187500 Penalty: 4548.700684
	Iteration 21Q: 3 clusters Score -692667.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -692712.062500 Penalty: 4548.700684
	Iteration 22Q: 3 clusters Score -692712.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -692753.375000 Penalty: 4548.700684
	Iteration 23Q: 3 clusters Score -692753.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -692795.000000 Penalty: 4548.700684
	Iteration 24Q: 3 clusters Score -692795 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -692835.875000 Penalty: 4548.700684
	Iteration 25Q: 3 clusters Score -692835.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -692878.000000 Penalty: 4548.700684
	Iteration 26Q: 3 clusters Score -692878 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -692916.500000 Penalty: 4548.700684
	Iteration 27Q: 3 clusters Score -692916.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -692953.625000 Penalty: 4548.700684
	Iteration 28Q: 3 clusters Score -692953.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -692990.750000 Penalty: 4548.700684
	Iteration 29Q: 3 clusters Score -692990.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -693020.125000 Penalty: 4548.700684
	Iteration 30Q: 3 clusters Score -693020.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -693039.937500 Penalty: 4548.700684
	Iteration 31Q: 3 clusters Score -693039.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -693057.000000 Penalty: 4548.700684
	Iteration 32Q: 3 clusters Score -693057 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -693077.000000 Penalty: 4548.700684
	Iteration 33Q: 3 clusters Score -693077 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -693103.187500 Penalty: 4548.700684
	Iteration 34Q: 3 clusters Score -693103.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -693133.750000 Penalty: 4548.700684
	Iteration 35Q: 3 clusters Score -693133.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -693159.812500 Penalty: 4548.700684
	Iteration 36Q: 3 clusters Score -693159.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -693184.937500 Penalty: 4548.700684
	Iteration 37Q: 3 clusters Score -693184.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -693201.500000 Penalty: 4548.700684
	Iteration 38Q: 3 clusters Score -693201.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -693211.687500 Penalty: 4548.700684
	Iteration 39Q: 3 clusters Score -693211.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -693220.062500 Penalty: 4548.700684
	Iteration 40F: 3 clusters Score -693220.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -693227.750000 Penalty: 4548.700684
	Iteration 41Q: 3 clusters Score -693227.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -693232.375000 Penalty: 4548.700684
	Iteration 42Q: 3 clusters Score -693232.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -693237.250000 Penalty: 4548.700684
	Iteration 43Q: 3 clusters Score -693237.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -693240.937500 Penalty: 4548.700684
	Iteration 44Q: 3 clusters Score -693240.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -693244.125000 Penalty: 4548.700684
	Iteration 45Q: 3 clusters Score -693244.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -693246.312500 Penalty: 4548.700684
	Iteration 46Q: 3 clusters Score -693246.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -693248.062500 Penalty: 4548.700684
	Iteration 47Q: 3 clusters Score -693248.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -693250.750000 Penalty: 4548.700684
	Iteration 48Q: 3 clusters Score -693250.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -693253.500000 Penalty: 4548.700684
	Iteration 49Q: 3 clusters Score -693253.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -693255.062500 Penalty: 4548.700684
	Iteration 50Q: 3 clusters Score -693255.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -693257.500000 Penalty: 4548.700684
	Iteration 51Q: 3 clusters Score -693257.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -693262.500000 Penalty: 4548.700684
	Iteration 52Q: 3 clusters Score -693262.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -693262.312500 Penalty: 4548.700684
	Iteration 53Q: 3 clusters Score -693262.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -693263.437500 Penalty: 4548.700684
	Iteration 54Q: 3 clusters Score -693263.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -693264.187500 Penalty: 4548.700684
	Iteration 55Q: 3 clusters Score -693264.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -693264.062500 Penalty: 4548.700684
	Iteration 56Q: 3 clusters Score -693264.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -693265.625000 Penalty: 4548.700684
	Iteration 57Q: 3 clusters Score -693265.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -693267.937500 Penalty: 4548.700684
	Iteration 58Q: 3 clusters Score -693267.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -693267.312500 Penalty: 4548.700684
	Iteration 59Q: 3 clusters Score -693267.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -693266.437500 Penalty: 4548.700684
	Iteration 60F: 3 clusters Score -693266.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -693266.625000 Penalty: 4548.700684
	Iteration 61Q: 3 clusters Score -693266.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -693266.937500 Penalty: 4548.700684
	Iteration 62Q: 3 clusters Score -693266.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -693268.187500 Penalty: 4548.700684
	Iteration 63Q: 3 clusters Score -693268.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -693267.562500 Penalty: 4548.700684
	Iteration 64Q: 3 clusters Score -693267.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -693267.562500 Penalty: 4548.700684
	Iteration 65F: 3 clusters Score -693267.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Entering Unmasked Estep 
Score: -205874.453125 Penalty: 1993.150391
	Iteration 0F: 2 clusters Score -205874.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -202583.171875 Penalty: 3986.300781
	Iteration 0F: 3 clusters Score -202583.2 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -203287.562500 Penalty: 3986.300781
	Iteration 1F: 3 clusters Score -203287.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -203493.500000 Penalty: 3986.300781
	Iteration 2F: 3 clusters Score -203493.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -203617.828125 Penalty: 3986.300781
	Iteration 3F: 3 clusters Score -203617.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -203694.218750 Penalty: 3986.300781
	Iteration 4Q: 3 clusters Score -203694.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -203758.718750 Penalty: 3986.300781
	Iteration 5Q: 3 clusters Score -203758.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -203806.046875 Penalty: 3986.300781
	Iteration 6Q: 3 clusters Score -203806 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -203846.343750 Penalty: 3986.300781
	Iteration 7Q: 3 clusters Score -203846.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -203892.968750 Penalty: 3986.300781
	Iteration 8Q: 3 clusters Score -203893 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -203941.031250 Penalty: 3986.300781
	Iteration 9Q: 3 clusters Score -203941 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -203987.984375 Penalty: 3986.300781
	Iteration 10Q: 3 clusters Score -203988 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -204021.640625 Penalty: 3986.300781
	Iteration 11Q: 3 clusters Score -204021.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -204062.046875 Penalty: 3986.300781
	Iteration 12Q: 3 clusters Score -204062 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -204100.343750 Penalty: 3986.300781
	Iteration 13Q: 3 clusters Score -204100.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -204154.109375 Penalty: 3986.300781
	Iteration 14Q: 3 clusters Score -204154.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -204248.812500 Penalty: 3986.300781
	Iteration 15Q: 3 clusters Score -204248.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -204316.546875 Penalty: 3986.300781
	Iteration 16Q: 3 clusters Score -204316.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -204364.765625 Penalty: 3986.300781
	Iteration 17Q: 3 clusters Score -204364.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -204419.093750 Penalty: 3986.300781
	Iteration 18Q: 3 clusters Score -204419.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -204476.578125 Penalty: 3986.300781
	Iteration 19Q: 3 clusters Score -204476.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -204549.531250 Penalty: 3986.300781
	Iteration 20F: 3 clusters Score -204549.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -204618.656250 Penalty: 3986.300781
	Iteration 21Q: 3 clusters Score -204618.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -204673.312500 Penalty: 3986.300781
	Iteration 22Q: 3 clusters Score -204673.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -204733.593750 Penalty: 3986.300781
	Iteration 23Q: 3 clusters Score -204733.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -204819.109375 Penalty: 3986.300781
	Iteration 24Q: 3 clusters Score -204819.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -204877.515625 Penalty: 3986.300781
	Iteration 25Q: 3 clusters Score -204877.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -204925.781250 Penalty: 3986.300781
	Iteration 26Q: 3 clusters Score -204925.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -204967.078125 Penalty: 3986.300781
	Iteration 27Q: 3 clusters Score -204967.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -204998.171875 Penalty: 3986.300781
	Iteration 28Q: 3 clusters Score -204998.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -205018.968750 Penalty: 3986.300781
	Iteration 29Q: 3 clusters Score -205019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -205030.125000 Penalty: 3986.300781
	Iteration 30Q: 3 clusters Score -205030.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -205036.171875 Penalty: 3986.300781
	Iteration 31Q: 3 clusters Score -205036.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -205042.093750 Penalty: 3986.300781
	Iteration 32Q: 3 clusters Score -205042.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -205050.203125 Penalty: 3986.300781
	Iteration 33Q: 3 clusters Score -205050.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -205056.515625 Penalty: 3986.300781
	Iteration 34Q: 3 clusters Score -205056.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -205063.031250 Penalty: 3986.300781
	Iteration 35Q: 3 clusters Score -205063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -205067.734375 Penalty: 3986.300781
	Iteration 36Q: 3 clusters Score -205067.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -205072.234375 Penalty: 3986.300781
	Iteration 37Q: 3 clusters Score -205072.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -205078.359375 Penalty: 3986.300781
	Iteration 38Q: 3 clusters Score -205078.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -205081.531250 Penalty: 3986.300781
	Iteration 39Q: 3 clusters Score -205081.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -205086.593750 Penalty: 3986.300781
	Iteration 40F: 3 clusters Score -205086.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -205091.265625 Penalty: 3986.300781
	Iteration 41Q: 3 clusters Score -205091.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -205095.140625 Penalty: 3986.300781
	Iteration 42Q: 3 clusters Score -205095.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -205097.734375 Penalty: 3986.300781
	Iteration 43Q: 3 clusters Score -205097.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -205100.828125 Penalty: 3986.300781
	Iteration 44Q: 3 clusters Score -205100.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -205101.578125 Penalty: 3986.300781
	Iteration 45Q: 3 clusters Score -205101.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -205107.125000 Penalty: 3986.300781
	Iteration 46Q: 3 clusters Score -205107.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -205116.343750 Penalty: 3986.300781
	Iteration 47Q: 3 clusters Score -205116.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -205125.828125 Penalty: 3986.300781
	Iteration 48Q: 3 clusters Score -205125.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -205135.140625 Penalty: 3986.300781
	Iteration 49Q: 3 clusters Score -205135.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -205147.609375 Penalty: 3986.300781
	Iteration 50Q: 3 clusters Score -205147.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -205153.484375 Penalty: 3986.300781
	Iteration 51Q: 3 clusters Score -205153.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -205156.796875 Penalty: 3986.300781
	Iteration 52Q: 3 clusters Score -205156.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -205159.734375 Penalty: 3986.300781
	Iteration 53Q: 3 clusters Score -205159.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -205160.359375 Penalty: 3986.300781
	Iteration 54Q: 3 clusters Score -205160.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -205160.359375 Penalty: 3986.300781
	Iteration 55F: 3 clusters Score -205160.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Entering Unmasked Estep 
Score: -216512.515625 Penalty: 1987.144897
	Iteration 0F: 2 clusters Score -216512.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -213245.828125 Penalty: 3974.289795
	Iteration 0F: 3 clusters Score -213245.8 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -213889.203125 Penalty: 3974.289795
	Iteration 1F: 3 clusters Score -213889.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -214066.156250 Penalty: 3974.289795
	Iteration 2F: 3 clusters Score -214066.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -214177.828125 Penalty: 3974.289795
	Iteration 3F: 3 clusters Score -214177.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -214252.015625 Penalty: 3974.289795
	Iteration 4Q: 3 clusters Score -214252 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -214314.437500 Penalty: 3974.289795
	Iteration 5Q: 3 clusters Score -214314.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -214378.328125 Penalty: 3974.289795
	Iteration 6Q: 3 clusters Score -214378.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -214449.578125 Penalty: 3974.289795
	Iteration 7Q: 3 clusters Score -214449.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -214553.765625 Penalty: 3974.289795
	Iteration 8Q: 3 clusters Score -214553.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -214667.562500 Penalty: 3974.289795
	Iteration 9Q: 3 clusters Score -214667.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -214795.312500 Penalty: 3974.289795
	Iteration 10Q: 3 clusters Score -214795.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -214908.359375 Penalty: 3974.289795
	Iteration 11Q: 3 clusters Score -214908.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -214999.765625 Penalty: 3974.289795
	Iteration 12Q: 3 clusters Score -214999.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -215062.062500 Penalty: 3974.289795
	Iteration 13Q: 3 clusters Score -215062.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -215091.453125 Penalty: 3974.289795
	Iteration 14Q: 3 clusters Score -215091.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -215117.671875 Penalty: 3974.289795
	Iteration 15Q: 3 clusters Score -215117.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -215133.078125 Penalty: 3974.289795
	Iteration 16Q: 3 clusters Score -215133.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -215147.640625 Penalty: 3974.289795
	Iteration 17Q: 3 clusters Score -215147.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -215163.156250 Penalty: 3974.289795
	Iteration 18Q: 3 clusters Score -215163.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -215172.546875 Penalty: 3974.289795
	Iteration 19Q: 3 clusters Score -215172.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -215180.828125 Penalty: 3974.289795
	Iteration 20F: 3 clusters Score -215180.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -215190.062500 Penalty: 3974.289795
	Iteration 21Q: 3 clusters Score -215190.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -215200.656250 Penalty: 3974.289795
	Iteration 22Q: 3 clusters Score -215200.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -215209.218750 Penalty: 3974.289795
	Iteration 23Q: 3 clusters Score -215209.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -215214.500000 Penalty: 3974.289795
	Iteration 24Q: 3 clusters Score -215214.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -215219.281250 Penalty: 3974.289795
	Iteration 25Q: 3 clusters Score -215219.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -215222.921875 Penalty: 3974.289795
	Iteration 26Q: 3 clusters Score -215222.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -215226.546875 Penalty: 3974.289795
	Iteration 27Q: 3 clusters Score -215226.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -215229.437500 Penalty: 3974.289795
	Iteration 28Q: 3 clusters Score -215229.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -215231.859375 Penalty: 3974.289795
	Iteration 29Q: 3 clusters Score -215231.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -215234.343750 Penalty: 3974.289795
	Iteration 30Q: 3 clusters Score -215234.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -215235.375000 Penalty: 3974.289795
	Iteration 31Q: 3 clusters Score -215235.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -215235.375000 Penalty: 3974.289795
	Iteration 32F: 3 clusters Score -215235.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Entering Unmasked Estep 
Score: -795325.750000 Penalty: 2303.319824
	Iteration 0F: 2 clusters Score -795325.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -787191.125000 Penalty: 4606.639648
	Iteration 0F: 3 clusters Score -787191.1 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -789602.625000 Penalty: 4606.639648
	Iteration 1F: 3 clusters Score -789602.6 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -789939.250000 Penalty: 4606.639648
	Iteration 2F: 3 clusters Score -789939.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -790174.750000 Penalty: 4606.639648
	Iteration 3F: 3 clusters Score -790174.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -790353.437500 Penalty: 4606.639648
	Iteration 4Q: 3 clusters Score -790353.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -790519.625000 Penalty: 4606.639648
	Iteration 5Q: 3 clusters Score -790519.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -790669.625000 Penalty: 4606.639648
	Iteration 6Q: 3 clusters Score -790669.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -790811.500000 Penalty: 4606.639648
	Iteration 7Q: 3 clusters Score -790811.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -790956.687500 Penalty: 4606.639648
	Iteration 8Q: 3 clusters Score -790956.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -791100.937500 Penalty: 4606.639648
	Iteration 9Q: 3 clusters Score -791100.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -791267.000000 Penalty: 4606.639648
	Iteration 10Q: 3 clusters Score -791267 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -791453.375000 Penalty: 4606.639648
	Iteration 11Q: 3 clusters Score -791453.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -791631.500000 Penalty: 4606.639648
	Iteration 12Q: 3 clusters Score -791631.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -791817.625000 Penalty: 4606.639648
	Iteration 13Q: 3 clusters Score -791817.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -792009.062500 Penalty: 4606.639648
	Iteration 14Q: 3 clusters Score -792009.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -792206.437500 Penalty: 4606.639648
	Iteration 15Q: 3 clusters Score -792206.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -792405.312500 Penalty: 4606.639648
	Iteration 16Q: 3 clusters Score -792405.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -792572.375000 Penalty: 4606.639648
	Iteration 17Q: 3 clusters Score -792572.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -792703.062500 Penalty: 4606.639648
	Iteration 18Q: 3 clusters Score -792703.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -792798.687500 Penalty: 4606.639648
	Iteration 19Q: 3 clusters Score -792798.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -792887.875000 Penalty: 4606.639648
	Iteration 20F: 3 clusters Score -792887.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -792947.500000 Penalty: 4606.639648
	Iteration 21Q: 3 clusters Score -792947.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -793005.750000 Penalty: 4606.639648
	Iteration 22Q: 3 clusters Score -793005.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -793057.437500 Penalty: 4606.639648
	Iteration 23Q: 3 clusters Score -793057.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -793110.562500 Penalty: 4606.639648
	Iteration 24Q: 3 clusters Score -793110.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -793167.375000 Penalty: 4606.639648
	Iteration 25Q: 3 clusters Score -793167.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -793223.937500 Penalty: 4606.639648
	Iteration 26Q: 3 clusters Score -793223.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -793274.937500 Penalty: 4606.639648
	Iteration 27Q: 3 clusters Score -793274.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -793314.000000 Penalty: 4606.639648
	Iteration 28Q: 3 clusters Score -793314 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -793356.812500 Penalty: 4606.639648
	Iteration 29Q: 3 clusters Score -793356.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -793391.437500 Penalty: 4606.639648
	Iteration 30Q: 3 clusters Score -793391.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -793417.437500 Penalty: 4606.639648
	Iteration 31Q: 3 clusters Score -793417.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -793434.437500 Penalty: 4606.639648
	Iteration 32Q: 3 clusters Score -793434.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -793448.687500 Penalty: 4606.639648
	Iteration 33Q: 3 clusters Score -793448.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -793459.187500 Penalty: 4606.639648
	Iteration 34Q: 3 clusters Score -793459.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -793467.875000 Penalty: 4606.639648
	Iteration 35Q: 3 clusters Score -793467.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -793477.062500 Penalty: 4606.639648
	Iteration 36Q: 3 clusters Score -793477.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -793478.437500 Penalty: 4606.639648
	Iteration 37Q: 3 clusters Score -793478.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -793481.750000 Penalty: 4606.639648
	Iteration 38Q: 3 clusters Score -793481.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -793480.437500 Penalty: 4606.639648
	Iteration 39Q: 3 clusters Score -793480.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -793481.187500 Penalty: 4606.639648
	Iteration 40F: 3 clusters Score -793481.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -793482.812500 Penalty: 4606.639648
	Iteration 41Q: 3 clusters Score -793482.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -793484.000000 Penalty: 4606.639648
	Iteration 42Q: 3 clusters Score -793484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -793487.437500 Penalty: 4606.639648
	Iteration 43Q: 3 clusters Score -793487.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -793487.750000 Penalty: 4606.639648
	Iteration 44Q: 3 clusters Score -793487.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -793487.375000 Penalty: 4606.639648
	Iteration 45Q: 3 clusters Score -793487.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -793489.187500 Penalty: 4606.639648
	Iteration 46Q: 3 clusters Score -793489.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -793489.562500 Penalty: 4606.639648
	Iteration 47Q: 3 clusters Score -793489.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -793490.250000 Penalty: 4606.639648
	Iteration 48Q: 3 clusters Score -793490.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -793492.437500 Penalty: 4606.639648
	Iteration 49Q: 3 clusters Score -793492.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -793497.312500 Penalty: 4606.639648
	Iteration 50Q: 3 clusters Score -793497.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -793498.000000 Penalty: 4606.639648
	Iteration 51Q: 3 clusters Score -793498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -793498.062500 Penalty: 4606.639648
	Iteration 52Q: 3 clusters Score -793498.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -793498.062500 Penalty: 4606.639648
	Iteration 53F: 3 clusters Score -793498.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Entering Unmasked Estep 
Score: -444502.500000 Penalty: 2157.479492
	Iteration 0F: 2 clusters Score -444502.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -439396.125000 Penalty: 4314.958984
	Iteration 0F: 3 clusters Score -439396.1 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -440652.000000 Penalty: 4314.958984
	Iteration 1F: 3 clusters Score -440652 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -440865.156250 Penalty: 4314.958984
	Iteration 2F: 3 clusters Score -440865.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -441019.062500 Penalty: 4314.958984
	Iteration 3Q: 3 clusters Score -441019.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -441142.000000 Penalty: 4314.958984
	Iteration 4Q: 3 clusters Score -441142 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -441222.906250 Penalty: 4314.958984
	Iteration 5Q: 3 clusters Score -441222.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -441270.625000 Penalty: 4314.958984
	Iteration 6Q: 3 clusters Score -441270.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -441318.125000 Penalty: 4314.958984
	Iteration 7Q: 3 clusters Score -441318.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -441358.593750 Penalty: 4314.958984
	Iteration 8Q: 3 clusters Score -441358.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -441395.687500 Penalty: 4314.958984
	Iteration 9Q: 3 clusters Score -441395.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -441432.531250 Penalty: 4314.958984
	Iteration 10Q: 3 clusters Score -441432.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -441463.031250 Penalty: 4314.958984
	Iteration 11Q: 3 clusters Score -441463 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -441500.812500 Penalty: 4314.958984
	Iteration 12Q: 3 clusters Score -441500.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -441541.031250 Penalty: 4314.958984
	Iteration 13Q: 3 clusters Score -441541 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -441576.187500 Penalty: 4314.958984
	Iteration 14Q: 3 clusters Score -441576.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -441610.343750 Penalty: 4314.958984
	Iteration 15Q: 3 clusters Score -441610.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -441654.906250 Penalty: 4314.958984
	Iteration 16Q: 3 clusters Score -441654.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -441701.593750 Penalty: 4314.958984
	Iteration 17Q: 3 clusters Score -441701.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -441742.500000 Penalty: 4314.958984
	Iteration 18Q: 3 clusters Score -441742.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -441780.750000 Penalty: 4314.958984
	Iteration 19Q: 3 clusters Score -441780.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -441819.093750 Penalty: 4314.958984
	Iteration 20F: 3 clusters Score -441819.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -441858.656250 Penalty: 4314.958984
	Iteration 21Q: 3 clusters Score -441858.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -441894.625000 Penalty: 4314.958984
	Iteration 22Q: 3 clusters Score -441894.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -441939.250000 Penalty: 4314.958984
	Iteration 23Q: 3 clusters Score -441939.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -441995.562500 Penalty: 4314.958984
	Iteration 24Q: 3 clusters Score -441995.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -442067.750000 Penalty: 4314.958984
	Iteration 25Q: 3 clusters Score -442067.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -442159.093750 Penalty: 4314.958984
	Iteration 26Q: 3 clusters Score -442159.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -442287.500000 Penalty: 4314.958984
	Iteration 27Q: 3 clusters Score -442287.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -442399.500000 Penalty: 4314.958984
	Iteration 28Q: 3 clusters Score -442399.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -442483.281250 Penalty: 4314.958984
	Iteration 29Q: 3 clusters Score -442483.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -442547.718750 Penalty: 4314.958984
	Iteration 30Q: 3 clusters Score -442547.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -442600.562500 Penalty: 4314.958984
	Iteration 31Q: 3 clusters Score -442600.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -442646.343750 Penalty: 4314.958984
	Iteration 32Q: 3 clusters Score -442646.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -442675.593750 Penalty: 4314.958984
	Iteration 33Q: 3 clusters Score -442675.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -442696.093750 Penalty: 4314.958984
	Iteration 34Q: 3 clusters Score -442696.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -442707.812500 Penalty: 4314.958984
	Iteration 35Q: 3 clusters Score -442707.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -442714.656250 Penalty: 4314.958984
	Iteration 36Q: 3 clusters Score -442714.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -442717.906250 Penalty: 4314.958984
	Iteration 37Q: 3 clusters Score -442717.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -442721.875000 Penalty: 4314.958984
	Iteration 38Q: 3 clusters Score -442721.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -442722.656250 Penalty: 4314.958984
	Iteration 39Q: 3 clusters Score -442722.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -442725.125000 Penalty: 4314.958984
	Iteration 40F: 3 clusters Score -442725.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -442725.875000 Penalty: 4314.958984
	Iteration 41Q: 3 clusters Score -442725.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -442727.281250 Penalty: 4314.958984
	Iteration 42Q: 3 clusters Score -442727.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -442727.187500 Penalty: 4314.958984
	Iteration 43Q: 3 clusters Score -442727.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -442728.156250 Penalty: 4314.958984
	Iteration 44Q: 3 clusters Score -442728.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -442729.218750 Penalty: 4314.958984
	Iteration 45Q: 3 clusters Score -442729.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -442730.906250 Penalty: 4314.958984
	Iteration 46Q: 3 clusters Score -442730.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -442731.937500 Penalty: 4314.958984
	Iteration 47Q: 3 clusters Score -442731.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -442731.937500 Penalty: 4314.958984
	Iteration 48F: 3 clusters Score -442731.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Entering Unmasked Estep 
Score: -177528.906250 Penalty: 1947.886475
	Iteration 0F: 2 clusters Score -177528.9 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 1265 members 
Entering Unmasked Estep 
Score: -174552.453125 Penalty: 3895.772949
	Iteration 0F: 3 clusters Score -174552.5 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -175472.171875 Penalty: 3895.772949
	Iteration 1F: 3 clusters Score -175472.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -176040.781250 Penalty: 3895.772949
	Iteration 2F: 3 clusters Score -176040.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -176366.656250 Penalty: 3895.772949
	Iteration 3F: 3 clusters Score -176366.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -176545.968750 Penalty: 3895.772949
	Iteration 4Q: 3 clusters Score -176546 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -176618.265625 Penalty: 3895.772949
	Iteration 5Q: 3 clusters Score -176618.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -176667.234375 Penalty: 3895.772949
	Iteration 6Q: 3 clusters Score -176667.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -176701.812500 Penalty: 3895.772949
	Iteration 7Q: 3 clusters Score -176701.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -176739.140625 Penalty: 3895.772949
	Iteration 8Q: 3 clusters Score -176739.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -176774.265625 Penalty: 3895.772949
	Iteration 9Q: 3 clusters Score -176774.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -176812.000000 Penalty: 3895.772949
	Iteration 10Q: 3 clusters Score -176812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -176842.875000 Penalty: 3895.772949
	Iteration 11Q: 3 clusters Score -176842.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -176859.515625 Penalty: 3895.772949
	Iteration 12Q: 3 clusters Score -176859.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -176868.218750 Penalty: 3895.772949
	Iteration 13Q: 3 clusters Score -176868.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -176879.468750 Penalty: 3895.772949
	Iteration 14Q: 3 clusters Score -176879.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -176889.671875 Penalty: 3895.772949
	Iteration 15Q: 3 clusters Score -176889.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -176895.593750 Penalty: 3895.772949
	Iteration 16Q: 3 clusters Score -176895.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -176898.062500 Penalty: 3895.772949
	Iteration 17Q: 3 clusters Score -176898.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -176900.078125 Penalty: 3895.772949
	Iteration 18Q: 3 clusters Score -176900.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -176901.796875 Penalty: 3895.772949
	Iteration 19Q: 3 clusters Score -176901.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -176907.015625 Penalty: 3895.772949
	Iteration 20F: 3 clusters Score -176907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -176912.062500 Penalty: 3895.772949
	Iteration 21Q: 3 clusters Score -176912.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -176913.125000 Penalty: 3895.772949
	Iteration 22Q: 3 clusters Score -176913.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -176914.062500 Penalty: 3895.772949
	Iteration 23Q: 3 clusters Score -176914.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -176914.062500 Penalty: 3895.772949
	Iteration 24F: 3 clusters Score -176914.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -141806.359375 Penalty: 1877.980713
	Iteration 0F: 2 clusters Score -141806.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -139188.578125 Penalty: 3755.961426
	Iteration 0F: 3 clusters Score -139188.6 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -139650.250000 Penalty: 3755.961426
	Iteration 1F: 3 clusters Score -139650.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -139793.984375 Penalty: 3755.961426
	Iteration 2F: 3 clusters Score -139794 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -139884.375000 Penalty: 3755.961426
	Iteration 3F: 3 clusters Score -139884.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -139942.296875 Penalty: 3755.961426
	Iteration 4Q: 3 clusters Score -139942.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -139972.968750 Penalty: 3755.961426
	Iteration 5Q: 3 clusters Score -139973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -139992.796875 Penalty: 3755.961426
	Iteration 6Q: 3 clusters Score -139992.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -140008.625000 Penalty: 3755.961426
	Iteration 7Q: 3 clusters Score -140008.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -140022.468750 Penalty: 3755.961426
	Iteration 8Q: 3 clusters Score -140022.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -140031.796875 Penalty: 3755.961426
	Iteration 9Q: 3 clusters Score -140031.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -140038.109375 Penalty: 3755.961426
	Iteration 10Q: 3 clusters Score -140038.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -140044.968750 Penalty: 3755.961426
	Iteration 11Q: 3 clusters Score -140045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -140049.593750 Penalty: 3755.961426
	Iteration 12Q: 3 clusters Score -140049.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -140053.062500 Penalty: 3755.961426
	Iteration 13Q: 3 clusters Score -140053.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -140056.859375 Penalty: 3755.961426
	Iteration 14Q: 3 clusters Score -140056.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -140058.796875 Penalty: 3755.961426
	Iteration 15Q: 3 clusters Score -140058.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -140060.953125 Penalty: 3755.961426
	Iteration 16Q: 3 clusters Score -140061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -140061.312500 Penalty: 3755.961426
	Iteration 17Q: 3 clusters Score -140061.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -140062.515625 Penalty: 3755.961426
	Iteration 18Q: 3 clusters Score -140062.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -140065.750000 Penalty: 3755.961426
	Iteration 19Q: 3 clusters Score -140065.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -140067.421875 Penalty: 3755.961426
	Iteration 20F: 3 clusters Score -140067.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -140070.265625 Penalty: 3755.961426
	Iteration 21Q: 3 clusters Score -140070.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -140073.453125 Penalty: 3755.961426
	Iteration 22Q: 3 clusters Score -140073.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -140076.703125 Penalty: 3755.961426
	Iteration 23Q: 3 clusters Score -140076.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -140078.531250 Penalty: 3755.961426
	Iteration 24Q: 3 clusters Score -140078.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -140080.531250 Penalty: 3755.961426
	Iteration 25Q: 3 clusters Score -140080.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -140080.671875 Penalty: 3755.961426
	Iteration 26Q: 3 clusters Score -140080.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -140080.984375 Penalty: 3755.961426
	Iteration 27Q: 3 clusters Score -140081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -140082.234375 Penalty: 3755.961426
	Iteration 28Q: 3 clusters Score -140082.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -140083.437500 Penalty: 3755.961426
	Iteration 29Q: 3 clusters Score -140083.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -140084.437500 Penalty: 3755.961426
	Iteration 30Q: 3 clusters Score -140084.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -140085.093750 Penalty: 3755.961426
	Iteration 31Q: 3 clusters Score -140085.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -140085.843750 Penalty: 3755.961426
	Iteration 32Q: 3 clusters Score -140085.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -140087.078125 Penalty: 3755.961426
	Iteration 33Q: 3 clusters Score -140087.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -140087.093750 Penalty: 3755.961426
	Iteration 34Q: 3 clusters Score -140087.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -140087.093750 Penalty: 3755.961426
	Iteration 35F: 3 clusters Score -140087.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Entering Unmasked Estep 
Score: -110866.039062 Penalty: 1836.562866
	Iteration 0F: 2 clusters Score -110866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -108468.148438 Penalty: 3673.125732
	Iteration 0F: 3 clusters Score -108468.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -108875.343750 Penalty: 3673.125732
	Iteration 1F: 3 clusters Score -108875.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -108971.414062 Penalty: 3673.125732
	Iteration 2F: 3 clusters Score -108971.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -109031.718750 Penalty: 3673.125732
	Iteration 3Q: 3 clusters Score -109031.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -109065.125000 Penalty: 3673.125732
	Iteration 4Q: 3 clusters Score -109065.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -109095.296875 Penalty: 3673.125732
	Iteration 5Q: 3 clusters Score -109095.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -109123.421875 Penalty: 3673.125732
	Iteration 6Q: 3 clusters Score -109123.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -109136.109375 Penalty: 3673.125732
	Iteration 7Q: 3 clusters Score -109136.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -109150.320312 Penalty: 3673.125732
	Iteration 8Q: 3 clusters Score -109150.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -109160.554688 Penalty: 3673.125732
	Iteration 9Q: 3 clusters Score -109160.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -109167.671875 Penalty: 3673.125732
	Iteration 10Q: 3 clusters Score -109167.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -109174.507812 Penalty: 3673.125732
	Iteration 11Q: 3 clusters Score -109174.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -109179.156250 Penalty: 3673.125732
	Iteration 12Q: 3 clusters Score -109179.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -109181.242188 Penalty: 3673.125732
	Iteration 13Q: 3 clusters Score -109181.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -109182.812500 Penalty: 3673.125732
	Iteration 14Q: 3 clusters Score -109182.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -109183.476562 Penalty: 3673.125732
	Iteration 15Q: 3 clusters Score -109183.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -109183.710938 Penalty: 3673.125732
	Iteration 16Q: 3 clusters Score -109183.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -109183.710938 Penalty: 3673.125732
	Iteration 17F: 3 clusters Score -109183.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -187417.546875 Penalty: 1956.678833
	Iteration 0F: 2 clusters Score -187417.5 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 1296 members 
Entering Unmasked Estep 
Score: -184381.578125 Penalty: 3913.357666
	Iteration 0F: 3 clusters Score -184381.6 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -184943.609375 Penalty: 3913.357666
	Iteration 1F: 3 clusters Score -184943.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -185138.703125 Penalty: 3913.357666
	Iteration 2F: 3 clusters Score -185138.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -185364.984375 Penalty: 3913.357666
	Iteration 3F: 3 clusters Score -185365 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -185597.062500 Penalty: 3913.357666
	Iteration 4F: 3 clusters Score -185597.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -185777.031250 Penalty: 3913.357666
	Iteration 5F: 3 clusters Score -185777 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -185910.328125 Penalty: 3913.357666
	Iteration 6Q: 3 clusters Score -185910.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -185985.687500 Penalty: 3913.357666
	Iteration 7Q: 3 clusters Score -185985.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -186056.859375 Penalty: 3913.357666
	Iteration 8Q: 3 clusters Score -186056.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -186112.765625 Penalty: 3913.357666
	Iteration 9Q: 3 clusters Score -186112.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -186175.093750 Penalty: 3913.357666
	Iteration 10Q: 3 clusters Score -186175.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -186236.453125 Penalty: 3913.357666
	Iteration 11Q: 3 clusters Score -186236.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -186306.093750 Penalty: 3913.357666
	Iteration 12Q: 3 clusters Score -186306.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -186361.953125 Penalty: 3913.357666
	Iteration 13Q: 3 clusters Score -186362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -186398.296875 Penalty: 3913.357666
	Iteration 14Q: 3 clusters Score -186398.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -186444.859375 Penalty: 3913.357666
	Iteration 15Q: 3 clusters Score -186444.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -186483.406250 Penalty: 3913.357666
	Iteration 16Q: 3 clusters Score -186483.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -186524.656250 Penalty: 3913.357666
	Iteration 17Q: 3 clusters Score -186524.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -186551.937500 Penalty: 3913.357666
	Iteration 18Q: 3 clusters Score -186551.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -186574.718750 Penalty: 3913.357666
	Iteration 19Q: 3 clusters Score -186574.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -186591.109375 Penalty: 3913.357666
	Iteration 20F: 3 clusters Score -186591.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -186602.328125 Penalty: 3913.357666
	Iteration 21Q: 3 clusters Score -186602.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -186608.500000 Penalty: 3913.357666
	Iteration 22Q: 3 clusters Score -186608.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -186614.484375 Penalty: 3913.357666
	Iteration 23Q: 3 clusters Score -186614.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -186618.484375 Penalty: 3913.357666
	Iteration 24Q: 3 clusters Score -186618.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -186619.437500 Penalty: 3913.357666
	Iteration 25Q: 3 clusters Score -186619.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -186620.609375 Penalty: 3913.357666
	Iteration 26Q: 3 clusters Score -186620.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -186621.656250 Penalty: 3913.357666
	Iteration 27Q: 3 clusters Score -186621.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -186622.484375 Penalty: 3913.357666
	Iteration 28Q: 3 clusters Score -186622.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -186624.484375 Penalty: 3913.357666
	Iteration 29Q: 3 clusters Score -186624.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -186625.000000 Penalty: 3913.357666
	Iteration 30Q: 3 clusters Score -186625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -186625.000000 Penalty: 3913.357666
	Iteration 31F: 3 clusters Score -186625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 207701 members 
Mstep: Class 3 contains 57883 members 
Mstep: Class 4 contains 6623 members 
Mstep: Class 5 contains 214573 members 
Mstep: Class 6 contains 9738 members 
Mstep: Class 7 contains 4706 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80920 members 
Mstep: Class 10 contains 356185 members 
Mstep: Class 11 contains 40432 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6411 members 
Mstep: Class 16 contains 130116 members 
Mstep: Class 17 contains 24193 members 
Mstep: Class 18 contains 27076 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11335 members 
Mstep: Class 21 contains 3926 members 
Mstep: Class 22 contains 12178 members 
Mstep: Class 23 contains 10858 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13777 members 
Mstep: Class 27 contains 15932 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34796 members 
Mstep: Class 30 contains 9561 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29141 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9612 members 
Mstep: Class 37 contains 3093 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10803 members 
Mstep: Class 40 contains 6000 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301288.000000 Penalty: 154550.578125
Iteration 359Q: 45 clusters Score -1.023013e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 207701 members 
Mstep: Class 3 contains 57882 members 
Mstep: Class 4 contains 6621 members 
Mstep: Class 5 contains 214649 members 
Mstep: Class 6 contains 9734 members 
Mstep: Class 7 contains 4706 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80920 members 
Mstep: Class 10 contains 356177 members 
Mstep: Class 11 contains 40342 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 6411 members 
Mstep: Class 16 contains 130118 members 
Mstep: Class 17 contains 24198 members 
Mstep: Class 18 contains 27081 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11335 members 
Mstep: Class 21 contains 3926 members 
Mstep: Class 22 contains 12175 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13777 members 
Mstep: Class 27 contains 15932 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34825 members 
Mstep: Class 30 contains 9555 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29140 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9612 members 
Mstep: Class 37 contains 3090 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10803 members 
Mstep: Class 40 contains 6001 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301376.000000 Penalty: 154550.578125
Iteration 360F: 45 clusters Score -1.023014e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 207701 members 
Mstep: Class 3 contains 57866 members 
Mstep: Class 4 contains 6616 members 
Mstep: Class 5 contains 214720 members 
Mstep: Class 6 contains 9731 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80920 members 
Mstep: Class 10 contains 356168 members 
Mstep: Class 11 contains 40282 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 6411 members 
Mstep: Class 16 contains 130115 members 
Mstep: Class 17 contains 24202 members 
Mstep: Class 18 contains 27088 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11333 members 
Mstep: Class 21 contains 3924 members 
Mstep: Class 22 contains 12169 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13776 members 
Mstep: Class 27 contains 15931 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34853 members 
Mstep: Class 30 contains 9554 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29139 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9612 members 
Mstep: Class 37 contains 3084 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10804 members 
Mstep: Class 40 contains 6004 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301456.000000 Penalty: 154550.578125
Iteration 361Q: 45 clusters Score -1.023015e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 207702 members 
Mstep: Class 3 contains 57850 members 
Mstep: Class 4 contains 6614 members 
Mstep: Class 5 contains 214807 members 
Mstep: Class 6 contains 9730 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80926 members 
Mstep: Class 10 contains 356138 members 
Mstep: Class 11 contains 40200 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 6412 members 
Mstep: Class 16 contains 130123 members 
Mstep: Class 17 contains 24206 members 
Mstep: Class 18 contains 27095 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11332 members 
Mstep: Class 21 contains 3925 members 
Mstep: Class 22 contains 12166 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13775 members 
Mstep: Class 27 contains 15930 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34879 members 
Mstep: Class 30 contains 9554 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29136 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9613 members 
Mstep: Class 37 contains 3082 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10808 members 
Mstep: Class 40 contains 6006 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301288.000000 Penalty: 154550.578125
Iteration 362Q: 45 clusters Score -1.023013e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 207703 members 
Mstep: Class 3 contains 57832 members 
Mstep: Class 4 contains 6613 members 
Mstep: Class 5 contains 214905 members 
Mstep: Class 6 contains 9729 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80931 members 
Mstep: Class 10 contains 356115 members 
Mstep: Class 11 contains 40104 members 
Mstep: Class 12 contains 4460 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130126 members 
Mstep: Class 17 contains 24211 members 
Mstep: Class 18 contains 27102 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11328 members 
Mstep: Class 21 contains 3926 members 
Mstep: Class 22 contains 12164 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13774 members 
Mstep: Class 27 contains 15930 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34905 members 
Mstep: Class 30 contains 9554 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29135 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9613 members 
Mstep: Class 37 contains 3081 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10811 members 
Mstep: Class 40 contains 6008 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301352.000000 Penalty: 154550.578125
Iteration 363Q: 45 clusters Score -1.023014e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 207702 members 
Mstep: Class 3 contains 57809 members 
Mstep: Class 4 contains 6612 members 
Mstep: Class 5 contains 214991 members 
Mstep: Class 6 contains 9726 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80930 members 
Mstep: Class 10 contains 356086 members 
Mstep: Class 11 contains 40037 members 
Mstep: Class 12 contains 4460 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 6414 members 
Mstep: Class 16 contains 130123 members 
Mstep: Class 17 contains 24216 members 
Mstep: Class 18 contains 27113 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11325 members 
Mstep: Class 21 contains 3925 members 
Mstep: Class 22 contains 12163 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13773 members 
Mstep: Class 27 contains 15931 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34936 members 
Mstep: Class 30 contains 9553 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29135 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9613 members 
Mstep: Class 37 contains 3077 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10813 members 
Mstep: Class 40 contains 6010 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301272.000000 Penalty: 154550.578125
Iteration 364Q: 45 clusters Score -1.023013e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 207701 members 
Mstep: Class 3 contains 57802 members 
Mstep: Class 4 contains 6611 members 
Mstep: Class 5 contains 215101 members 
Mstep: Class 6 contains 9726 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80931 members 
Mstep: Class 10 contains 356062 members 
Mstep: Class 11 contains 39930 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 6414 members 
Mstep: Class 16 contains 130120 members 
Mstep: Class 17 contains 24220 members 
Mstep: Class 18 contains 27119 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11323 members 
Mstep: Class 21 contains 3924 members 
Mstep: Class 22 contains 12161 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13773 members 
Mstep: Class 27 contains 15930 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34966 members 
Mstep: Class 30 contains 9552 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29135 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9613 members 
Mstep: Class 37 contains 3076 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6011 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301280.000000 Penalty: 154550.578125
Iteration 365Q: 45 clusters Score -1.023013e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 207698 members 
Mstep: Class 3 contains 57800 members 
Mstep: Class 4 contains 6609 members 
Mstep: Class 5 contains 215212 members 
Mstep: Class 6 contains 9723 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80934 members 
Mstep: Class 10 contains 356044 members 
Mstep: Class 11 contains 39828 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 6414 members 
Mstep: Class 16 contains 130110 members 
Mstep: Class 17 contains 24225 members 
Mstep: Class 18 contains 27121 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11320 members 
Mstep: Class 21 contains 3924 members 
Mstep: Class 22 contains 12158 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12819 members 
Mstep: Class 26 contains 13773 members 
Mstep: Class 27 contains 15929 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 34991 members 
Mstep: Class 30 contains 9553 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29137 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9613 members 
Mstep: Class 37 contains 3076 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6013 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301520.000000 Penalty: 154550.578125
Iteration 366Q: 45 clusters Score -1.023015e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 207699 members 
Mstep: Class 3 contains 57787 members 
Mstep: Class 4 contains 6607 members 
Mstep: Class 5 contains 215318 members 
Mstep: Class 6 contains 9718 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80938 members 
Mstep: Class 10 contains 356023 members 
Mstep: Class 11 contains 39730 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130112 members 
Mstep: Class 17 contains 24228 members 
Mstep: Class 18 contains 27127 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11318 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 12156 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12819 members 
Mstep: Class 26 contains 13773 members 
Mstep: Class 27 contains 15929 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35021 members 
Mstep: Class 30 contains 9553 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29137 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9613 members 
Mstep: Class 37 contains 3074 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10815 members 
Mstep: Class 40 contains 6014 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301552.000000 Penalty: 154550.578125
Iteration 367Q: 45 clusters Score -1.023016e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 207701 members 
Mstep: Class 3 contains 57773 members 
Mstep: Class 4 contains 6607 members 
Mstep: Class 5 contains 215413 members 
Mstep: Class 6 contains 9718 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80931 members 
Mstep: Class 10 contains 356010 members 
Mstep: Class 11 contains 39646 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7196 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 130118 members 
Mstep: Class 17 contains 24227 members 
Mstep: Class 18 contains 27132 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11311 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 12155 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12819 members 
Mstep: Class 26 contains 13772 members 
Mstep: Class 27 contains 15930 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35041 members 
Mstep: Class 30 contains 9551 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29139 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9613 members 
Mstep: Class 37 contains 3076 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10817 members 
Mstep: Class 40 contains 6015 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301408.000000 Penalty: 154550.578125
Iteration 368Q: 45 clusters Score -1.023014e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 207699 members 
Mstep: Class 3 contains 57766 members 
Mstep: Class 4 contains 6606 members 
Mstep: Class 5 contains 215522 members 
Mstep: Class 6 contains 9719 members 
Mstep: Class 7 contains 4701 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80924 members 
Mstep: Class 10 contains 355996 members 
Mstep: Class 11 contains 39559 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7196 members 
Mstep: Class 15 contains 6412 members 
Mstep: Class 16 contains 130114 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 18 contains 27138 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11308 members 
Mstep: Class 21 contains 3923 members 
Mstep: Class 22 contains 12155 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12819 members 
Mstep: Class 26 contains 13772 members 
Mstep: Class 27 contains 15930 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35061 members 
Mstep: Class 30 contains 9548 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29134 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9613 members 
Mstep: Class 37 contains 3077 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10818 members 
Mstep: Class 40 contains 6017 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301416.000000 Penalty: 154550.578125
Iteration 369Q: 45 clusters Score -1.023014e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 207698 members 
Mstep: Class 3 contains 57751 members 
Mstep: Class 4 contains 6606 members 
Mstep: Class 5 contains 215630 members 
Mstep: Class 6 contains 9719 members 
Mstep: Class 7 contains 4701 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80920 members 
Mstep: Class 10 contains 355981 members 
Mstep: Class 11 contains 39471 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 6412 members 
Mstep: Class 16 contains 130116 members 
Mstep: Class 17 contains 24225 members 
Mstep: Class 18 contains 27138 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11303 members 
Mstep: Class 21 contains 3924 members 
Mstep: Class 22 contains 12150 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12819 members 
Mstep: Class 26 contains 13771 members 
Mstep: Class 27 contains 15929 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35091 members 
Mstep: Class 30 contains 9547 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29130 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9613 members 
Mstep: Class 37 contains 3073 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10817 members 
Mstep: Class 40 contains 6018 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301400.000000 Penalty: 154550.578125
Iteration 370Q: 45 clusters Score -1.023014e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 207690 members 
Mstep: Class 3 contains 57737 members 
Mstep: Class 4 contains 6603 members 
Mstep: Class 5 contains 215740 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80911 members 
Mstep: Class 10 contains 355959 members 
Mstep: Class 11 contains 39387 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 6412 members 
Mstep: Class 16 contains 130114 members 
Mstep: Class 17 contains 24227 members 
Mstep: Class 18 contains 27146 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11301 members 
Mstep: Class 21 contains 3925 members 
Mstep: Class 22 contains 12149 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13770 members 
Mstep: Class 27 contains 15926 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35121 members 
Mstep: Class 30 contains 9547 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29137 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9613 members 
Mstep: Class 37 contains 3066 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10818 members 
Mstep: Class 40 contains 6020 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301584.000000 Penalty: 154550.578125
Iteration 371Q: 45 clusters Score -1.023016e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 207689 members 
Mstep: Class 3 contains 57717 members 
Mstep: Class 4 contains 6600 members 
Mstep: Class 5 contains 215842 members 
Mstep: Class 6 contains 9711 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80914 members 
Mstep: Class 10 contains 355930 members 
Mstep: Class 11 contains 39313 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 6411 members 
Mstep: Class 16 contains 130117 members 
Mstep: Class 17 contains 24229 members 
Mstep: Class 18 contains 27147 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11299 members 
Mstep: Class 21 contains 3926 members 
Mstep: Class 22 contains 12145 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13771 members 
Mstep: Class 27 contains 15924 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35147 members 
Mstep: Class 30 contains 9547 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29143 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3063 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10818 members 
Mstep: Class 40 contains 6020 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301640.000000 Penalty: 154550.578125
Iteration 372Q: 45 clusters Score -1.023016e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 207688 members 
Mstep: Class 3 contains 57701 members 
Mstep: Class 4 contains 6591 members 
Mstep: Class 5 contains 215927 members 
Mstep: Class 6 contains 9709 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80919 members 
Mstep: Class 10 contains 355901 members 
Mstep: Class 11 contains 39257 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 6410 members 
Mstep: Class 16 contains 130115 members 
Mstep: Class 17 contains 24236 members 
Mstep: Class 18 contains 27145 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11300 members 
Mstep: Class 21 contains 3926 members 
Mstep: Class 22 contains 12142 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13772 members 
Mstep: Class 27 contains 15924 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35166 members 
Mstep: Class 30 contains 9546 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29150 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3059 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10818 members 
Mstep: Class 40 contains 6022 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301640.000000 Penalty: 154550.578125
Iteration 373Q: 45 clusters Score -1.023016e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 207689 members 
Mstep: Class 3 contains 57688 members 
Mstep: Class 4 contains 6586 members 
Mstep: Class 5 contains 216013 members 
Mstep: Class 6 contains 9706 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80918 members 
Mstep: Class 10 contains 355876 members 
Mstep: Class 11 contains 39193 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 6409 members 
Mstep: Class 16 contains 130118 members 
Mstep: Class 17 contains 24239 members 
Mstep: Class 18 contains 27145 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11299 members 
Mstep: Class 21 contains 3926 members 
Mstep: Class 22 contains 12140 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13774 members 
Mstep: Class 27 contains 15924 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35188 members 
Mstep: Class 30 contains 9548 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29152 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3056 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10818 members 
Mstep: Class 40 contains 6023 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301504.000000 Penalty: 154550.578125
Iteration 374Q: 45 clusters Score -1.023015e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 207689 members 
Mstep: Class 3 contains 57675 members 
Mstep: Class 4 contains 6582 members 
Mstep: Class 5 contains 216077 members 
Mstep: Class 6 contains 9704 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80913 members 
Mstep: Class 10 contains 355857 members 
Mstep: Class 11 contains 39138 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 6407 members 
Mstep: Class 16 contains 130126 members 
Mstep: Class 17 contains 24240 members 
Mstep: Class 18 contains 27147 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11300 members 
Mstep: Class 21 contains 3927 members 
Mstep: Class 22 contains 12139 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13772 members 
Mstep: Class 27 contains 15922 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35208 members 
Mstep: Class 30 contains 9548 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29163 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3056 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10818 members 
Mstep: Class 40 contains 6025 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301544.000000 Penalty: 154550.578125
Iteration 375Q: 45 clusters Score -1.023015e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 207688 members 
Mstep: Class 3 contains 57667 members 
Mstep: Class 4 contains 6579 members 
Mstep: Class 5 contains 216161 members 
Mstep: Class 6 contains 9703 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80910 members 
Mstep: Class 10 contains 355831 members 
Mstep: Class 11 contains 39083 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 6405 members 
Mstep: Class 16 contains 130128 members 
Mstep: Class 17 contains 24246 members 
Mstep: Class 18 contains 27144 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11294 members 
Mstep: Class 21 contains 3929 members 
Mstep: Class 22 contains 12140 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13773 members 
Mstep: Class 27 contains 15921 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35220 members 
Mstep: Class 30 contains 9547 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29167 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3054 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10817 members 
Mstep: Class 40 contains 6029 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301424.000000 Penalty: 154550.578125
Iteration 376Q: 45 clusters Score -1.023014e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 207687 members 
Mstep: Class 3 contains 57658 members 
Mstep: Class 4 contains 6577 members 
Mstep: Class 5 contains 216217 members 
Mstep: Class 6 contains 9702 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80908 members 
Mstep: Class 10 contains 355811 members 
Mstep: Class 11 contains 39047 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7196 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130134 members 
Mstep: Class 17 contains 24250 members 
Mstep: Class 18 contains 27144 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11292 members 
Mstep: Class 21 contains 3930 members 
Mstep: Class 22 contains 12141 members 
Mstep: Class 23 contains 10858 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13772 members 
Mstep: Class 27 contains 15921 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35227 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29163 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3054 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10819 members 
Mstep: Class 40 contains 6034 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301464.000000 Penalty: 154550.578125
Iteration 377Q: 45 clusters Score -1.023015e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 207685 members 
Mstep: Class 3 contains 57655 members 
Mstep: Class 4 contains 6575 members 
Mstep: Class 5 contains 216263 members 
Mstep: Class 6 contains 9699 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80908 members 
Mstep: Class 10 contains 355796 members 
Mstep: Class 11 contains 39015 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 6402 members 
Mstep: Class 16 contains 130136 members 
Mstep: Class 17 contains 24255 members 
Mstep: Class 18 contains 27139 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11287 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12143 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13772 members 
Mstep: Class 27 contains 15921 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35229 members 
Mstep: Class 30 contains 9544 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29174 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9613 members 
Mstep: Class 37 contains 3052 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10820 members 
Mstep: Class 40 contains 6036 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301592.000000 Penalty: 154550.578125
Iteration 378Q: 45 clusters Score -1.023016e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 207686 members 
Mstep: Class 3 contains 57648 members 
Mstep: Class 4 contains 6572 members 
Mstep: Class 5 contains 216316 members 
Mstep: Class 6 contains 9695 members 
Mstep: Class 7 contains 4697 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80911 members 
Mstep: Class 10 contains 355779 members 
Mstep: Class 11 contains 38988 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 6403 members 
Mstep: Class 16 contains 130136 members 
Mstep: Class 17 contains 24258 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11284 members 
Mstep: Class 21 contains 3932 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13770 members 
Mstep: Class 27 contains 15922 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35233 members 
Mstep: Class 30 contains 9544 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29179 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9613 members 
Mstep: Class 37 contains 3048 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10820 members 
Mstep: Class 40 contains 6037 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301496.000000 Penalty: 154550.578125
Iteration 379Q: 45 clusters Score -1.023015e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 207679 members 
Mstep: Class 3 contains 57644 members 
Mstep: Class 4 contains 6571 members 
Mstep: Class 5 contains 216364 members 
Mstep: Class 6 contains 9694 members 
Mstep: Class 7 contains 4697 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80912 members 
Mstep: Class 10 contains 355759 members 
Mstep: Class 11 contains 38958 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 6403 members 
Mstep: Class 16 contains 130139 members 
Mstep: Class 17 contains 24263 members 
Mstep: Class 18 contains 27129 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11282 members 
Mstep: Class 21 contains 3932 members 
Mstep: Class 22 contains 12146 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13769 members 
Mstep: Class 27 contains 15921 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35241 members 
Mstep: Class 30 contains 9544 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29186 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9613 members 
Mstep: Class 37 contains 3045 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10820 members 
Mstep: Class 40 contains 6037 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301432.000000 Penalty: 154550.578125
Iteration 380F: 45 clusters Score -1.023014e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 207675 members 
Mstep: Class 3 contains 57641 members 
Mstep: Class 4 contains 6569 members 
Mstep: Class 5 contains 216388 members 
Mstep: Class 6 contains 9692 members 
Mstep: Class 7 contains 4697 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80916 members 
Mstep: Class 10 contains 355748 members 
Mstep: Class 11 contains 38938 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 6403 members 
Mstep: Class 16 contains 130136 members 
Mstep: Class 17 contains 24271 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11281 members 
Mstep: Class 21 contains 3932 members 
Mstep: Class 22 contains 12147 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13769 members 
Mstep: Class 27 contains 15920 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35248 members 
Mstep: Class 30 contains 9544 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29193 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9613 members 
Mstep: Class 37 contains 3043 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10820 members 
Mstep: Class 40 contains 6036 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301448.000000 Penalty: 154550.578125
Iteration 381Q: 45 clusters Score -1.023014e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 207675 members 
Mstep: Class 3 contains 57639 members 
Mstep: Class 4 contains 6570 members 
Mstep: Class 5 contains 216405 members 
Mstep: Class 6 contains 9692 members 
Mstep: Class 7 contains 4697 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80918 members 
Mstep: Class 10 contains 355741 members 
Mstep: Class 11 contains 38923 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 6403 members 
Mstep: Class 16 contains 130135 members 
Mstep: Class 17 contains 24275 members 
Mstep: Class 18 contains 27129 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11280 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12147 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13769 members 
Mstep: Class 27 contains 15918 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35252 members 
Mstep: Class 30 contains 9544 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29195 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9613 members 
Mstep: Class 37 contains 3044 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10819 members 
Mstep: Class 40 contains 6036 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301456.000000 Penalty: 154550.578125
Iteration 382Q: 45 clusters Score -1.023015e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 207672 members 
Mstep: Class 3 contains 57638 members 
Mstep: Class 4 contains 6567 members 
Mstep: Class 5 contains 216433 members 
Mstep: Class 6 contains 9692 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80921 members 
Mstep: Class 10 contains 355734 members 
Mstep: Class 11 contains 38899 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130130 members 
Mstep: Class 17 contains 24281 members 
Mstep: Class 18 contains 27129 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11280 members 
Mstep: Class 21 contains 3929 members 
Mstep: Class 22 contains 12148 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13769 members 
Mstep: Class 27 contains 15915 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35257 members 
Mstep: Class 30 contains 9544 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29197 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9613 members 
Mstep: Class 37 contains 3045 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10818 members 
Mstep: Class 40 contains 6036 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301480.000000 Penalty: 154550.578125
Iteration 383Q: 45 clusters Score -1.023015e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 207672 members 
Mstep: Class 3 contains 57638 members 
Mstep: Class 4 contains 6564 members 
Mstep: Class 5 contains 216453 members 
Mstep: Class 6 contains 9692 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80925 members 
Mstep: Class 10 contains 355728 members 
Mstep: Class 11 contains 38876 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 6403 members 
Mstep: Class 16 contains 130130 members 
Mstep: Class 17 contains 24285 members 
Mstep: Class 18 contains 27133 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11280 members 
Mstep: Class 21 contains 3924 members 
Mstep: Class 22 contains 12148 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13768 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35267 members 
Mstep: Class 30 contains 9544 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29199 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9613 members 
Mstep: Class 37 contains 3040 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10818 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301432.000000 Penalty: 154550.578125
Iteration 384Q: 45 clusters Score -1.023014e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 207670 members 
Mstep: Class 3 contains 57640 members 
Mstep: Class 4 contains 6560 members 
Mstep: Class 5 contains 216468 members 
Mstep: Class 6 contains 9692 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80929 members 
Mstep: Class 10 contains 355708 members 
Mstep: Class 11 contains 38851 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 6403 members 
Mstep: Class 16 contains 130135 members 
Mstep: Class 17 contains 24288 members 
Mstep: Class 18 contains 27139 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11279 members 
Mstep: Class 21 contains 3925 members 
Mstep: Class 22 contains 12148 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13768 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35278 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29205 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9613 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10818 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301400.000000 Penalty: 154550.578125
Iteration 385Q: 45 clusters Score -1.023014e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 207668 members 
Mstep: Class 3 contains 57638 members 
Mstep: Class 4 contains 6559 members 
Mstep: Class 5 contains 216491 members 
Mstep: Class 6 contains 9692 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80930 members 
Mstep: Class 10 contains 355697 members 
Mstep: Class 11 contains 38828 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7199 members 
Mstep: Class 15 contains 6403 members 
Mstep: Class 16 contains 130140 members 
Mstep: Class 17 contains 24294 members 
Mstep: Class 18 contains 27137 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11280 members 
Mstep: Class 21 contains 3927 members 
Mstep: Class 22 contains 12147 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13768 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35284 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29203 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9613 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10818 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301448.000000 Penalty: 154550.578125
Iteration 386Q: 45 clusters Score -1.023014e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 207668 members 
Mstep: Class 3 contains 57640 members 
Mstep: Class 4 contains 6558 members 
Mstep: Class 5 contains 216523 members 
Mstep: Class 6 contains 9692 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80932 members 
Mstep: Class 10 contains 355691 members 
Mstep: Class 11 contains 38797 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 6403 members 
Mstep: Class 16 contains 130141 members 
Mstep: Class 17 contains 24294 members 
Mstep: Class 18 contains 27137 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11280 members 
Mstep: Class 21 contains 3927 members 
Mstep: Class 22 contains 12147 members 
Mstep: Class 23 contains 10858 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13768 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35288 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29201 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9613 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10818 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301408.000000 Penalty: 154550.578125
Iteration 387Q: 45 clusters Score -1.023014e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 207669 members 
Mstep: Class 3 contains 57639 members 
Mstep: Class 4 contains 6558 members 
Mstep: Class 5 contains 216541 members 
Mstep: Class 6 contains 9693 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80931 members 
Mstep: Class 10 contains 355685 members 
Mstep: Class 11 contains 38780 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 6403 members 
Mstep: Class 16 contains 130140 members 
Mstep: Class 17 contains 24297 members 
Mstep: Class 18 contains 27137 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11279 members 
Mstep: Class 21 contains 3927 members 
Mstep: Class 22 contains 12148 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13769 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35295 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29200 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9613 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10818 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301408.000000 Penalty: 154550.578125
Iteration 388Q: 45 clusters Score -1.023014e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 207667 members 
Mstep: Class 3 contains 57637 members 
Mstep: Class 4 contains 6558 members 
Mstep: Class 5 contains 216553 members 
Mstep: Class 6 contains 9693 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80930 members 
Mstep: Class 10 contains 355681 members 
Mstep: Class 11 contains 38764 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 6403 members 
Mstep: Class 16 contains 130142 members 
Mstep: Class 17 contains 24298 members 
Mstep: Class 18 contains 27137 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11279 members 
Mstep: Class 21 contains 3926 members 
Mstep: Class 22 contains 12148 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13769 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35305 members 
Mstep: Class 30 contains 9544 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29201 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9613 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10818 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301432.000000 Penalty: 154550.578125
Iteration 389Q: 45 clusters Score -1.023014e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 207665 members 
Mstep: Class 3 contains 57637 members 
Mstep: Class 4 contains 6557 members 
Mstep: Class 5 contains 216563 members 
Mstep: Class 6 contains 9693 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80932 members 
Mstep: Class 10 contains 355677 members 
Mstep: Class 11 contains 38744 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7200 members 
Mstep: Class 15 contains 6403 members 
Mstep: Class 16 contains 130143 members 
Mstep: Class 17 contains 24300 members 
Mstep: Class 18 contains 27137 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11278 members 
Mstep: Class 21 contains 3926 members 
Mstep: Class 22 contains 12147 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13769 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35315 members 
Mstep: Class 30 contains 9546 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29202 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9613 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10817 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301440.000000 Penalty: 154550.578125
Iteration 390Q: 45 clusters Score -1.023014e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 207661 members 
Mstep: Class 3 contains 57636 members 
Mstep: Class 4 contains 6554 members 
Mstep: Class 5 contains 216576 members 
Mstep: Class 6 contains 9694 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80934 members 
Mstep: Class 10 contains 355677 members 
Mstep: Class 11 contains 38727 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6403 members 
Mstep: Class 16 contains 130141 members 
Mstep: Class 17 contains 24303 members 
Mstep: Class 18 contains 27137 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11276 members 
Mstep: Class 21 contains 3926 members 
Mstep: Class 22 contains 12147 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13768 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35320 members 
Mstep: Class 30 contains 9549 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29202 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10816 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301440.000000 Penalty: 154550.578125
Iteration 391Q: 45 clusters Score -1.023014e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 207659 members 
Mstep: Class 3 contains 57633 members 
Mstep: Class 4 contains 6553 members 
Mstep: Class 5 contains 216579 members 
Mstep: Class 6 contains 9694 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80935 members 
Mstep: Class 10 contains 355678 members 
Mstep: Class 11 contains 38722 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7202 members 
Mstep: Class 15 contains 6403 members 
Mstep: Class 16 contains 130140 members 
Mstep: Class 17 contains 24308 members 
Mstep: Class 18 contains 27137 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11272 members 
Mstep: Class 21 contains 3927 members 
Mstep: Class 22 contains 12146 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13769 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35324 members 
Mstep: Class 30 contains 9548 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29202 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10815 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301408.000000 Penalty: 154550.578125
Iteration 392Q: 45 clusters Score -1.023014e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 207657 members 
Mstep: Class 3 contains 57628 members 
Mstep: Class 4 contains 6552 members 
Mstep: Class 5 contains 216585 members 
Mstep: Class 6 contains 9693 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80935 members 
Mstep: Class 10 contains 355678 members 
Mstep: Class 11 contains 38715 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7202 members 
Mstep: Class 15 contains 6403 members 
Mstep: Class 16 contains 130141 members 
Mstep: Class 17 contains 24309 members 
Mstep: Class 18 contains 27136 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11273 members 
Mstep: Class 21 contains 3927 members 
Mstep: Class 22 contains 12146 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13769 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35334 members 
Mstep: Class 30 contains 9548 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29201 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10815 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301376.000000 Penalty: 154550.578125
Iteration 393Q: 45 clusters Score -1.023014e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 207657 members 
Mstep: Class 3 contains 57627 members 
Mstep: Class 4 contains 6551 members 
Mstep: Class 5 contains 216594 members 
Mstep: Class 6 contains 9690 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80937 members 
Mstep: Class 10 contains 355677 members 
Mstep: Class 11 contains 38705 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7202 members 
Mstep: Class 15 contains 6403 members 
Mstep: Class 16 contains 130142 members 
Mstep: Class 17 contains 24312 members 
Mstep: Class 18 contains 27135 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11268 members 
Mstep: Class 21 contains 3927 members 
Mstep: Class 22 contains 12145 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13769 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35340 members 
Mstep: Class 30 contains 9548 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2489 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29201 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10815 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301352.000000 Penalty: 154550.578125
Iteration 394Q: 45 clusters Score -1.023014e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 207653 members 
Mstep: Class 3 contains 57625 members 
Mstep: Class 4 contains 6549 members 
Mstep: Class 5 contains 216608 members 
Mstep: Class 6 contains 9691 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80937 members 
Mstep: Class 10 contains 355676 members 
Mstep: Class 11 contains 38687 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7202 members 
Mstep: Class 15 contains 6403 members 
Mstep: Class 16 contains 130144 members 
Mstep: Class 17 contains 24312 members 
Mstep: Class 18 contains 27134 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11266 members 
Mstep: Class 21 contains 3928 members 
Mstep: Class 22 contains 12145 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13768 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35351 members 
Mstep: Class 30 contains 9548 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29201 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10815 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301288.000000 Penalty: 154550.578125
Iteration 395Q: 45 clusters Score -1.023013e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 207649 members 
Mstep: Class 3 contains 57624 members 
Mstep: Class 4 contains 6549 members 
Mstep: Class 5 contains 216628 members 
Mstep: Class 6 contains 9691 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80938 members 
Mstep: Class 10 contains 355673 members 
Mstep: Class 11 contains 38671 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7202 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130142 members 
Mstep: Class 17 contains 24312 members 
Mstep: Class 18 contains 27134 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11261 members 
Mstep: Class 21 contains 3928 members 
Mstep: Class 22 contains 12145 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35359 members 
Mstep: Class 30 contains 9548 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29201 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10815 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301288.000000 Penalty: 154550.578125
Iteration 396Q: 45 clusters Score -1.023013e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 207644 members 
Mstep: Class 3 contains 57623 members 
Mstep: Class 4 contains 6549 members 
Mstep: Class 5 contains 216639 members 
Mstep: Class 6 contains 9690 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80939 members 
Mstep: Class 10 contains 355673 members 
Mstep: Class 11 contains 38666 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130141 members 
Mstep: Class 17 contains 24312 members 
Mstep: Class 18 contains 27132 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11257 members 
Mstep: Class 21 contains 3929 members 
Mstep: Class 22 contains 12145 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35366 members 
Mstep: Class 30 contains 9548 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29200 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301280.000000 Penalty: 154550.578125
Iteration 397Q: 45 clusters Score -1.023013e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 207642 members 
Mstep: Class 3 contains 57624 members 
Mstep: Class 4 contains 6549 members 
Mstep: Class 5 contains 216645 members 
Mstep: Class 6 contains 9690 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80938 members 
Mstep: Class 10 contains 355673 members 
Mstep: Class 11 contains 38663 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130141 members 
Mstep: Class 17 contains 24312 members 
Mstep: Class 18 contains 27129 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11256 members 
Mstep: Class 21 contains 3929 members 
Mstep: Class 22 contains 12145 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35368 members 
Mstep: Class 30 contains 9548 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29200 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301248.000000 Penalty: 154550.578125
Iteration 398Q: 45 clusters Score -1.023012e+08 nChanged 23
Entering ConstructFrom: 
Score: -102301248.000000 Penalty: 154550.578125
Entering ConstructFrom: 
Trying to split cluster 1 (18409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Entering Unmasked Estep 
Score: -1208350.500000 Penalty: 2435.507568
	Iteration 0F: 2 clusters Score -1208350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1195193.500000 Penalty: 4871.015137
	Iteration 0F: 3 clusters Score -1195194 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1200022.000000 Penalty: 4871.015137
	Iteration 1F: 3 clusters Score -1200022 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1200919.000000 Penalty: 4871.015137
	Iteration 2F: 3 clusters Score -1200919 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1201815.375000 Penalty: 4871.015137
	Iteration 3F: 3 clusters Score -1201815 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1202608.875000 Penalty: 4871.015137
	Iteration 4F: 3 clusters Score -1202609 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1203298.875000 Penalty: 4871.015137
	Iteration 5F: 3 clusters Score -1203299 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1203858.875000 Penalty: 4871.015137
	Iteration 6F: 3 clusters Score -1203859 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1204366.625000 Penalty: 4871.015137
	Iteration 7Q: 3 clusters Score -1204367 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1204797.375000 Penalty: 4871.015137
	Iteration 8Q: 3 clusters Score -1204797 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1205166.875000 Penalty: 4871.015137
	Iteration 9Q: 3 clusters Score -1205167 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1205453.250000 Penalty: 4871.015137
	Iteration 10Q: 3 clusters Score -1205453 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1205660.125000 Penalty: 4871.015137
	Iteration 11Q: 3 clusters Score -1205660 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1205828.625000 Penalty: 4871.015137
	Iteration 12Q: 3 clusters Score -1205829 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1205977.750000 Penalty: 4871.015137
	Iteration 13Q: 3 clusters Score -1205978 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1206101.375000 Penalty: 4871.015137
	Iteration 14Q: 3 clusters Score -1206101 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1206221.500000 Penalty: 4871.015137
	Iteration 15Q: 3 clusters Score -1206222 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1206326.000000 Penalty: 4871.015137
	Iteration 16Q: 3 clusters Score -1206326 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1206412.375000 Penalty: 4871.015137
	Iteration 17Q: 3 clusters Score -1206412 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1206482.375000 Penalty: 4871.015137
	Iteration 18Q: 3 clusters Score -1206482 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1206556.000000 Penalty: 4871.015137
	Iteration 19Q: 3 clusters Score -1206556 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1206611.500000 Penalty: 4871.015137
	Iteration 20F: 3 clusters Score -1206612 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1206651.750000 Penalty: 4871.015137
	Iteration 21Q: 3 clusters Score -1206652 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1206678.250000 Penalty: 4871.015137
	Iteration 22Q: 3 clusters Score -1206678 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1206715.500000 Penalty: 4871.015137
	Iteration 23Q: 3 clusters Score -1206716 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -1206738.625000 Penalty: 4871.015137
	Iteration 24Q: 3 clusters Score -1206739 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -1206757.500000 Penalty: 4871.015137
	Iteration 25Q: 3 clusters Score -1206758 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -1206778.500000 Penalty: 4871.015137
	Iteration 26Q: 3 clusters Score -1206778 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -1206798.250000 Penalty: 4871.015137
	Iteration 27Q: 3 clusters Score -1206798 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1206811.500000 Penalty: 4871.015137
	Iteration 28Q: 3 clusters Score -1206812 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -1206829.625000 Penalty: 4871.015137
	Iteration 29Q: 3 clusters Score -1206830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1206841.500000 Penalty: 4871.015137
	Iteration 30Q: 3 clusters Score -1206842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1206848.250000 Penalty: 4871.015137
	Iteration 31Q: 3 clusters Score -1206848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -1206851.500000 Penalty: 4871.015137
	Iteration 32Q: 3 clusters Score -1206852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -1206856.500000 Penalty: 4871.015137
	Iteration 33Q: 3 clusters Score -1206856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -1206861.375000 Penalty: 4871.015137
	Iteration 34Q: 3 clusters Score -1206861 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -1206872.875000 Penalty: 4871.015137
	Iteration 35Q: 3 clusters Score -1206873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -1206876.750000 Penalty: 4871.015137
	Iteration 36Q: 3 clusters Score -1206877 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -1206887.500000 Penalty: 4871.015137
	Iteration 37Q: 3 clusters Score -1206888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -1206892.500000 Penalty: 4871.015137
	Iteration 38Q: 3 clusters Score -1206892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -1206895.375000 Penalty: 4871.015137
	Iteration 39Q: 3 clusters Score -1206895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -1206891.125000 Penalty: 4871.015137
	Iteration 40F: 3 clusters Score -1206891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -1206902.625000 Penalty: 4871.015137
	Iteration 41Q: 3 clusters Score -1206903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -1206903.250000 Penalty: 4871.015137
	Iteration 42Q: 3 clusters Score -1206903 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1206917.250000 Penalty: 4871.015137
	Iteration 43Q: 3 clusters Score -1206917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1206921.000000 Penalty: 4871.015137
	Iteration 44Q: 3 clusters Score -1206921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -1206921.750000 Penalty: 4871.015137
	Iteration 45Q: 3 clusters Score -1206922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -1206921.375000 Penalty: 4871.015137
	Iteration 46Q: 3 clusters Score -1206921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -1206920.750000 Penalty: 4871.015137
	Iteration 47Q: 3 clusters Score -1206921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -1206922.875000 Penalty: 4871.015137
	Iteration 48Q: 3 clusters Score -1206923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -1206927.500000 Penalty: 4871.015137
	Iteration 49Q: 3 clusters Score -1206928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1206932.625000 Penalty: 4871.015137
	Iteration 50Q: 3 clusters Score -1206933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -1206936.250000 Penalty: 4871.015137
	Iteration 51Q: 3 clusters Score -1206936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1206934.750000 Penalty: 4871.015137
	Iteration 52Q: 3 clusters Score -1206935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -1206937.750000 Penalty: 4871.015137
	Iteration 53Q: 3 clusters Score -1206938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1206936.875000 Penalty: 4871.015137
	Iteration 54Q: 3 clusters Score -1206937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -1206942.875000 Penalty: 4871.015137
	Iteration 55Q: 3 clusters Score -1206943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -1206945.000000 Penalty: 4871.015137
	Iteration 56Q: 3 clusters Score -1206945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -1206944.000000 Penalty: 4871.015137
	Iteration 57Q: 3 clusters Score -1206944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1206944.000000 Penalty: 4871.015137
	Iteration 58Q: 3 clusters Score -1206944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -1206943.250000 Penalty: 4871.015137
	Iteration 59Q: 3 clusters Score -1206943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -1206945.625000 Penalty: 4871.015137
	Iteration 60F: 3 clusters Score -1206946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -1206946.625000 Penalty: 4871.015137
	Iteration 61Q: 3 clusters Score -1206947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -1206951.000000 Penalty: 4871.015137
	Iteration 62Q: 3 clusters Score -1206951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -1206947.125000 Penalty: 4871.015137
	Iteration 63Q: 3 clusters Score -1206947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -1206947.250000 Penalty: 4871.015137
	Iteration 64Q: 3 clusters Score -1206947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -1206952.625000 Penalty: 4871.015137
	Iteration 65Q: 3 clusters Score -1206953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1206952.875000 Penalty: 4871.015137
	Iteration 66Q: 3 clusters Score -1206953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -1206954.000000 Penalty: 4871.015137
	Iteration 67Q: 3 clusters Score -1206954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -1206956.000000 Penalty: 4871.015137
	Iteration 68Q: 3 clusters Score -1206956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -1206955.375000 Penalty: 4871.015137
	Iteration 69Q: 3 clusters Score -1206955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1206957.250000 Penalty: 4871.015137
	Iteration 70Q: 3 clusters Score -1206957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1206957.250000 Penalty: 4871.015137
	Iteration 71F: 3 clusters Score -1206957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (207643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207643 members 
Entering Unmasked Estep 
Score: -15527366.000000 Penalty: 3036.406738
	Iteration 0F: 2 clusters Score -1.552737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103847 members 
Mstep: Class 2 contains 103796 members 
Entering Unmasked Estep 
Score: -15388674.000000 Penalty: 6072.813477
	Iteration 0F: 3 clusters Score -1.538867e+07 nChanged 99715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104446 members 
Mstep: Class 2 contains 103197 members 
Entering Unmasked Estep 
Score: -15446688.000000 Penalty: 6072.813477
	Iteration 1F: 3 clusters Score -1.544669e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104994 members 
Mstep: Class 2 contains 102649 members 
Entering Unmasked Estep 
Score: -15448249.000000 Penalty: 6072.813477
	Iteration 2Q: 3 clusters Score -1.544825e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105961 members 
Mstep: Class 2 contains 101682 members 
Entering Unmasked Estep 
Score: -15450589.000000 Penalty: 6072.813477
	Iteration 3Q: 3 clusters Score -1.545059e+07 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107679 members 
Mstep: Class 2 contains 99964 members 
Entering Unmasked Estep 
Score: -15453603.000000 Penalty: 6072.813477
	Iteration 4Q: 3 clusters Score -1.54536e+07 nChanged 9873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110254 members 
Mstep: Class 2 contains 97389 members 
Entering Unmasked Estep 
Score: -15458284.000000 Penalty: 6072.813477
	Iteration 5Q: 3 clusters Score -1.545828e+07 nChanged 11751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113931 members 
Mstep: Class 2 contains 93712 members 
Entering Unmasked Estep 
Score: -15464994.000000 Penalty: 6072.813477
	Iteration 6F: 3 clusters Score -1.546499e+07 nChanged 13297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118302 members 
Mstep: Class 2 contains 89341 members 
Entering Unmasked Estep 
Score: -15473881.000000 Penalty: 6072.813477
	Iteration 7F: 3 clusters Score -1.547388e+07 nChanged 13716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122394 members 
Mstep: Class 2 contains 85249 members 
Entering Unmasked Estep 
Score: -15483859.000000 Penalty: 6072.813477
	Iteration 8F: 3 clusters Score -1.548386e+07 nChanged 12412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125452 members 
Mstep: Class 2 contains 82191 members 
Entering Unmasked Estep 
Score: -15492456.000000 Penalty: 6072.813477
	Iteration 9F: 3 clusters Score -1.549246e+07 nChanged 9636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127542 members 
Mstep: Class 2 contains 80101 members 
Entering Unmasked Estep 
Score: -15497518.000000 Penalty: 6072.813477
	Iteration 10Q: 3 clusters Score -1.549752e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129486 members 
Mstep: Class 2 contains 78157 members 
Entering Unmasked Estep 
Score: -15499977.000000 Penalty: 6072.813477
	Iteration 11Q: 3 clusters Score -1.549998e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131452 members 
Mstep: Class 2 contains 76191 members 
Entering Unmasked Estep 
Score: -15501262.000000 Penalty: 6072.813477
	Iteration 12Q: 3 clusters Score -1.550126e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133393 members 
Mstep: Class 2 contains 74250 members 
Entering Unmasked Estep 
Score: -15502117.000000 Penalty: 6072.813477
	Iteration 13Q: 3 clusters Score -1.550212e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135336 members 
Mstep: Class 2 contains 72307 members 
Entering Unmasked Estep 
Score: -15502965.000000 Penalty: 6072.813477
	Iteration 14Q: 3 clusters Score -1.550296e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137266 members 
Mstep: Class 2 contains 70377 members 
Entering Unmasked Estep 
Score: -15503620.000000 Penalty: 6072.813477
	Iteration 15Q: 3 clusters Score -1.550362e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139248 members 
Mstep: Class 2 contains 68395 members 
Entering Unmasked Estep 
Score: -15504153.000000 Penalty: 6072.813477
	Iteration 16Q: 3 clusters Score -1.550415e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141210 members 
Mstep: Class 2 contains 66433 members 
Entering Unmasked Estep 
Score: -15504787.000000 Penalty: 6072.813477
	Iteration 17Q: 3 clusters Score -1.550479e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143278 members 
Mstep: Class 2 contains 64365 members 
Entering Unmasked Estep 
Score: -15505385.000000 Penalty: 6072.813477
	Iteration 18Q: 3 clusters Score -1.550538e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145348 members 
Mstep: Class 2 contains 62295 members 
Entering Unmasked Estep 
Score: -15505936.000000 Penalty: 6072.813477
	Iteration 19Q: 3 clusters Score -1.550594e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147400 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -15506445.000000 Penalty: 6072.813477
	Iteration 20F: 3 clusters Score -1.550644e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149412 members 
Mstep: Class 2 contains 58231 members 
Entering Unmasked Estep 
Score: -15506942.000000 Penalty: 6072.813477
	Iteration 21Q: 3 clusters Score -1.550694e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151513 members 
Mstep: Class 2 contains 56130 members 
Entering Unmasked Estep 
Score: -15507436.000000 Penalty: 6072.813477
	Iteration 22Q: 3 clusters Score -1.550744e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153657 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -15507959.000000 Penalty: 6072.813477
	Iteration 23Q: 3 clusters Score -1.550796e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155769 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -15508480.000000 Penalty: 6072.813477
	Iteration 24Q: 3 clusters Score -1.550848e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157863 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -15508935.000000 Penalty: 6072.813477
	Iteration 25Q: 3 clusters Score -1.550894e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159970 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -15509355.000000 Penalty: 6072.813477
	Iteration 26Q: 3 clusters Score -1.550936e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162080 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -15509825.000000 Penalty: 6072.813477
	Iteration 27Q: 3 clusters Score -1.550982e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164152 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -15510330.000000 Penalty: 6072.813477
	Iteration 28Q: 3 clusters Score -1.551033e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166219 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -15510837.000000 Penalty: 6072.813477
	Iteration 29Q: 3 clusters Score -1.551084e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168311 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -15511225.000000 Penalty: 6072.813477
	Iteration 30Q: 3 clusters Score -1.551122e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170381 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -15511669.000000 Penalty: 6072.813477
	Iteration 31Q: 3 clusters Score -1.551167e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172425 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -15512250.000000 Penalty: 6072.813477
	Iteration 32Q: 3 clusters Score -1.551225e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174571 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -15512750.000000 Penalty: 6072.813477
	Iteration 33Q: 3 clusters Score -1.551275e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176751 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -15513344.000000 Penalty: 6072.813477
	Iteration 34Q: 3 clusters Score -1.551334e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178956 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -15513975.000000 Penalty: 6072.813477
	Iteration 35Q: 3 clusters Score -1.551398e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181128 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -15514720.000000 Penalty: 6072.813477
	Iteration 36Q: 3 clusters Score -1.551472e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183266 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -15515364.000000 Penalty: 6072.813477
	Iteration 37Q: 3 clusters Score -1.551536e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185406 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -15516042.000000 Penalty: 6072.813477
	Iteration 38Q: 3 clusters Score -1.551604e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187543 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -15516822.000000 Penalty: 6072.813477
	Iteration 39Q: 3 clusters Score -1.551682e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189658 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -15517535.000000 Penalty: 6072.813477
	Iteration 40F: 3 clusters Score -1.551754e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191700 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -15518296.000000 Penalty: 6072.813477
	Iteration 41Q: 3 clusters Score -1.55183e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193655 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -15519074.000000 Penalty: 6072.813477
	Iteration 42Q: 3 clusters Score -1.551907e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195485 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -15519910.000000 Penalty: 6072.813477
	Iteration 43Q: 3 clusters Score -1.551991e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197213 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -15520723.000000 Penalty: 6072.813477
	Iteration 44Q: 3 clusters Score -1.552072e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198779 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -15521403.000000 Penalty: 6072.813477
	Iteration 45Q: 3 clusters Score -1.55214e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200229 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -15521996.000000 Penalty: 6072.813477
	Iteration 46Q: 3 clusters Score -1.5522e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201507 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -15522542.000000 Penalty: 6072.813477
	Iteration 47Q: 3 clusters Score -1.552254e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202571 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -15522950.000000 Penalty: 6072.813477
	Iteration 48Q: 3 clusters Score -1.552295e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203481 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -15523393.000000 Penalty: 6072.813477
	Iteration 49Q: 3 clusters Score -1.552339e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204205 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -15523724.000000 Penalty: 6072.813477
	Iteration 50Q: 3 clusters Score -1.552372e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204817 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -15523953.000000 Penalty: 6072.813477
	Iteration 51Q: 3 clusters Score -1.552395e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205312 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -15524192.000000 Penalty: 6072.813477
	Iteration 52Q: 3 clusters Score -1.552419e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205675 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -15524368.000000 Penalty: 6072.813477
	Iteration 53Q: 3 clusters Score -1.552437e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205956 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -15524476.000000 Penalty: 6072.813477
	Iteration 54Q: 3 clusters Score -1.552448e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206146 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -15524600.000000 Penalty: 6072.813477
	Iteration 55Q: 3 clusters Score -1.55246e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206271 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -15524627.000000 Penalty: 6072.813477
	Iteration 56Q: 3 clusters Score -1.552463e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206355 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -15524654.000000 Penalty: 6072.813477
	Iteration 57Q: 3 clusters Score -1.552465e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206415 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -15524695.000000 Penalty: 6072.813477
	Iteration 58Q: 3 clusters Score -1.55247e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206474 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -15524739.000000 Penalty: 6072.813477
	Iteration 59Q: 3 clusters Score -1.552474e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206526 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -15524765.000000 Penalty: 6072.813477
	Iteration 60F: 3 clusters Score -1.552476e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206577 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -15524812.000000 Penalty: 6072.813477
	Iteration 61Q: 3 clusters Score -1.552481e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206606 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -15524810.000000 Penalty: 6072.813477
	Iteration 62Q: 3 clusters Score -1.552481e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206632 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -15524827.000000 Penalty: 6072.813477
	Iteration 63Q: 3 clusters Score -1.552483e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206656 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -15524826.000000 Penalty: 6072.813477
	Iteration 64Q: 3 clusters Score -1.552483e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206676 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -15524842.000000 Penalty: 6072.813477
	Iteration 65Q: 3 clusters Score -1.552484e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206695 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -15524853.000000 Penalty: 6072.813477
	Iteration 66Q: 3 clusters Score -1.552485e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206705 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -15524864.000000 Penalty: 6072.813477
	Iteration 67Q: 3 clusters Score -1.552486e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206715 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -15524858.000000 Penalty: 6072.813477
	Iteration 68Q: 3 clusters Score -1.552486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206725 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -15524863.000000 Penalty: 6072.813477
	Iteration 69Q: 3 clusters Score -1.552486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206730 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -15524868.000000 Penalty: 6072.813477
	Iteration 70Q: 3 clusters Score -1.552487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206736 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -15524877.000000 Penalty: 6072.813477
	Iteration 71Q: 3 clusters Score -1.552488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206744 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -15524867.000000 Penalty: 6072.813477
	Iteration 72Q: 3 clusters Score -1.552487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206751 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -15524879.000000 Penalty: 6072.813477
	Iteration 73Q: 3 clusters Score -1.552488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206762 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -15524888.000000 Penalty: 6072.813477
	Iteration 74Q: 3 clusters Score -1.552489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206769 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -15524882.000000 Penalty: 6072.813477
	Iteration 75Q: 3 clusters Score -1.552488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206774 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -15524893.000000 Penalty: 6072.813477
	Iteration 76Q: 3 clusters Score -1.552489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206778 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -15524902.000000 Penalty: 6072.813477
	Iteration 77Q: 3 clusters Score -1.55249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206784 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -15524889.000000 Penalty: 6072.813477
	Iteration 78Q: 3 clusters Score -1.552489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206789 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -15524908.000000 Penalty: 6072.813477
	Iteration 79Q: 3 clusters Score -1.552491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206793 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -15524900.000000 Penalty: 6072.813477
	Iteration 80F: 3 clusters Score -1.55249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206796 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -15524908.000000 Penalty: 6072.813477
	Iteration 81Q: 3 clusters Score -1.552491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206800 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -15524913.000000 Penalty: 6072.813477
	Iteration 82Q: 3 clusters Score -1.552491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206806 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -15524926.000000 Penalty: 6072.813477
	Iteration 83Q: 3 clusters Score -1.552493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206812 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -15524932.000000 Penalty: 6072.813477
	Iteration 84Q: 3 clusters Score -1.552493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206816 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -15524932.000000 Penalty: 6072.813477
	Iteration 85Q: 3 clusters Score -1.552493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206823 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -15524941.000000 Penalty: 6072.813477
	Iteration 86Q: 3 clusters Score -1.552494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206832 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -15524934.000000 Penalty: 6072.813477
	Iteration 87Q: 3 clusters Score -1.552493e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206839 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -15524968.000000 Penalty: 6072.813477
	Iteration 88Q: 3 clusters Score -1.552497e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206847 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -15524969.000000 Penalty: 6072.813477
	Iteration 89Q: 3 clusters Score -1.552497e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206857 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -15524967.000000 Penalty: 6072.813477
	Iteration 90Q: 3 clusters Score -1.552497e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206869 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -15524991.000000 Penalty: 6072.813477
	Iteration 91Q: 3 clusters Score -1.552499e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206877 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -15524975.000000 Penalty: 6072.813477
	Iteration 92Q: 3 clusters Score -1.552498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206886 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -15524994.000000 Penalty: 6072.813477
	Iteration 93Q: 3 clusters Score -1.552499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206889 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -15524995.000000 Penalty: 6072.813477
	Iteration 94Q: 3 clusters Score -1.5525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206896 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -15524997.000000 Penalty: 6072.813477
	Iteration 95Q: 3 clusters Score -1.5525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206903 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -15525008.000000 Penalty: 6072.813477
	Iteration 96Q: 3 clusters Score -1.552501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206908 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -15525015.000000 Penalty: 6072.813477
	Iteration 97Q: 3 clusters Score -1.552502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206912 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -15525006.000000 Penalty: 6072.813477
	Iteration 98Q: 3 clusters Score -1.552501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206916 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -15525022.000000 Penalty: 6072.813477
	Iteration 99Q: 3 clusters Score -1.552502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206920 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -15525019.000000 Penalty: 6072.813477
	Iteration 100F: 3 clusters Score -1.552502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206922 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -15525017.000000 Penalty: 6072.813477
	Iteration 101Q: 3 clusters Score -1.552502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206923 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -15525009.000000 Penalty: 6072.813477
	Iteration 102Q: 3 clusters Score -1.552501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206924 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -15525015.000000 Penalty: 6072.813477
	Iteration 103Q: 3 clusters Score -1.552502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206924 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -15525015.000000 Penalty: 6072.813477
	Iteration 104F: 3 clusters Score -1.552502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57622 members 
Entering Unmasked Estep 
Score: -4399281.500000 Penalty: 2718.491455
	Iteration 0F: 2 clusters Score -4399282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -4360493.000000 Penalty: 5436.982910
	Iteration 0F: 3 clusters Score -4360493 nChanged 26719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -4375355.000000 Penalty: 5436.982910
	Iteration 1F: 3 clusters Score -4375355 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -4376003.000000 Penalty: 5436.982910
	Iteration 2Q: 3 clusters Score -4376003 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -4376867.500000 Penalty: 5436.982910
	Iteration 3Q: 3 clusters Score -4376868 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -4378108.500000 Penalty: 5436.982910
	Iteration 4Q: 3 clusters Score -4378108 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -4380079.000000 Penalty: 5436.982910
	Iteration 5F: 3 clusters Score -4380079 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -4383019.500000 Penalty: 5436.982910
	Iteration 6F: 3 clusters Score -4383020 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 47072 members 
Entering Unmasked Estep 
Score: -4387074.000000 Penalty: 5436.982910
	Iteration 7F: 3 clusters Score -4387074 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -4391327.500000 Penalty: 5436.982910
	Iteration 8F: 3 clusters Score -4391328 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -4394380.000000 Penalty: 5436.982910
	Iteration 9F: 3 clusters Score -4394380 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 56160 members 
Entering Unmasked Estep 
Score: -4395833.000000 Penalty: 5436.982910
	Iteration 10Q: 3 clusters Score -4395833 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
Score: -4396410.000000 Penalty: 5436.982910
	Iteration 11Q: 3 clusters Score -4396410 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 57037 members 
Entering Unmasked Estep 
Score: -4396686.000000 Penalty: 5436.982910
	Iteration 12Q: 3 clusters Score -4396686 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 57153 members 
Entering Unmasked Estep 
Score: -4396829.500000 Penalty: 5436.982910
	Iteration 13Q: 3 clusters Score -4396830 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -4396908.000000 Penalty: 5436.982910
	Iteration 14Q: 3 clusters Score -4396908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 57218 members 
Entering Unmasked Estep 
Score: -4396933.500000 Penalty: 5436.982910
	Iteration 15Q: 3 clusters Score -4396934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 57229 members 
Entering Unmasked Estep 
Score: -4396946.000000 Penalty: 5436.982910
	Iteration 16Q: 3 clusters Score -4396946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 57230 members 
Entering Unmasked Estep 
Score: -4396947.000000 Penalty: 5436.982910
	Iteration 17Q: 3 clusters Score -4396947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 57237 members 
Entering Unmasked Estep 
Score: -4396960.500000 Penalty: 5436.982910
	Iteration 18Q: 3 clusters Score -4396960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 57241 members 
Entering Unmasked Estep 
Score: -4396961.500000 Penalty: 5436.982910
	Iteration 19Q: 3 clusters Score -4396962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 57245 members 
Entering Unmasked Estep 
Score: -4396963.000000 Penalty: 5436.982910
	Iteration 20F: 3 clusters Score -4396963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 57247 members 
Entering Unmasked Estep 
Score: -4396970.000000 Penalty: 5436.982910
	Iteration 21Q: 3 clusters Score -4396970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 57247 members 
Entering Unmasked Estep 
Score: -4396973.000000 Penalty: 5436.982910
	Iteration 22Q: 3 clusters Score -4396973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 57246 members 
Entering Unmasked Estep 
Score: -4396974.000000 Penalty: 5436.982910
	Iteration 23Q: 3 clusters Score -4396974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 57245 members 
Entering Unmasked Estep 
Score: -4396971.500000 Penalty: 5436.982910
	Iteration 24Q: 3 clusters Score -4396972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 57245 members 
Entering Unmasked Estep 
Score: -4396971.500000 Penalty: 5436.982910
	Iteration 25F: 3 clusters Score -4396972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Entering Unmasked Estep 
Score: -406403.250000 Penalty: 2179.192627
	Iteration 0F: 2 clusters Score -406403.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -400877.718750 Penalty: 4358.385254
	Iteration 0F: 3 clusters Score -400877.7 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -402382.531250 Penalty: 4358.385254
	Iteration 1F: 3 clusters Score -402382.5 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -402742.343750 Penalty: 4358.385254
	Iteration 2F: 3 clusters Score -402742.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -403021.093750 Penalty: 4358.385254
	Iteration 3F: 3 clusters Score -403021.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -403288.468750 Penalty: 4358.385254
	Iteration 4F: 3 clusters Score -403288.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -403569.156250 Penalty: 4358.385254
	Iteration 5F: 3 clusters Score -403569.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -403805.343750 Penalty: 4358.385254
	Iteration 6Q: 3 clusters Score -403805.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -403984.468750 Penalty: 4358.385254
	Iteration 7Q: 3 clusters Score -403984.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -404115.968750 Penalty: 4358.385254
	Iteration 8Q: 3 clusters Score -404116 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -404231.125000 Penalty: 4358.385254
	Iteration 9Q: 3 clusters Score -404231.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -404311.375000 Penalty: 4358.385254
	Iteration 10Q: 3 clusters Score -404311.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -404380.375000 Penalty: 4358.385254
	Iteration 11Q: 3 clusters Score -404380.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -404439.000000 Penalty: 4358.385254
	Iteration 12Q: 3 clusters Score -404439 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -404484.937500 Penalty: 4358.385254
	Iteration 13Q: 3 clusters Score -404484.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -404517.125000 Penalty: 4358.385254
	Iteration 14Q: 3 clusters Score -404517.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -404539.625000 Penalty: 4358.385254
	Iteration 15Q: 3 clusters Score -404539.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -404562.531250 Penalty: 4358.385254
	Iteration 16Q: 3 clusters Score -404562.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -404580.000000 Penalty: 4358.385254
	Iteration 17Q: 3 clusters Score -404580 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -404599.562500 Penalty: 4358.385254
	Iteration 18Q: 3 clusters Score -404599.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -404618.843750 Penalty: 4358.385254
	Iteration 19Q: 3 clusters Score -404618.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -404635.562500 Penalty: 4358.385254
	Iteration 20F: 3 clusters Score -404635.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -404649.968750 Penalty: 4358.385254
	Iteration 21Q: 3 clusters Score -404650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -404660.968750 Penalty: 4358.385254
	Iteration 22Q: 3 clusters Score -404661 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -404674.156250 Penalty: 4358.385254
	Iteration 23Q: 3 clusters Score -404674.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -404687.093750 Penalty: 4358.385254
	Iteration 24Q: 3 clusters Score -404687.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -404701.687500 Penalty: 4358.385254
	Iteration 25Q: 3 clusters Score -404701.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -404715.312500 Penalty: 4358.385254
	Iteration 26Q: 3 clusters Score -404715.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -404734.125000 Penalty: 4358.385254
	Iteration 27Q: 3 clusters Score -404734.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -404760.437500 Penalty: 4358.385254
	Iteration 28Q: 3 clusters Score -404760.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -404796.093750 Penalty: 4358.385254
	Iteration 29Q: 3 clusters Score -404796.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -404828.656250 Penalty: 4358.385254
	Iteration 30Q: 3 clusters Score -404828.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -404861.531250 Penalty: 4358.385254
	Iteration 31Q: 3 clusters Score -404861.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -404895.562500 Penalty: 4358.385254
	Iteration 32Q: 3 clusters Score -404895.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -404921.031250 Penalty: 4358.385254
	Iteration 33Q: 3 clusters Score -404921 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -404938.156250 Penalty: 4358.385254
	Iteration 34Q: 3 clusters Score -404938.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -404947.062500 Penalty: 4358.385254
	Iteration 35Q: 3 clusters Score -404947.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -404954.375000 Penalty: 4358.385254
	Iteration 36Q: 3 clusters Score -404954.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -404960.343750 Penalty: 4358.385254
	Iteration 37Q: 3 clusters Score -404960.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -404967.531250 Penalty: 4358.385254
	Iteration 38Q: 3 clusters Score -404967.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -404971.000000 Penalty: 4358.385254
	Iteration 39Q: 3 clusters Score -404971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -404978.031250 Penalty: 4358.385254
	Iteration 40F: 3 clusters Score -404978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -404984.343750 Penalty: 4358.385254
	Iteration 41Q: 3 clusters Score -404984.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -404986.375000 Penalty: 4358.385254
	Iteration 42Q: 3 clusters Score -404986.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -404989.343750 Penalty: 4358.385254
	Iteration 43Q: 3 clusters Score -404989.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -404991.593750 Penalty: 4358.385254
	Iteration 44Q: 3 clusters Score -404991.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -404994.156250 Penalty: 4358.385254
	Iteration 45Q: 3 clusters Score -404994.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -404996.218750 Penalty: 4358.385254
	Iteration 46Q: 3 clusters Score -404996.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -404997.687500 Penalty: 4358.385254
	Iteration 47Q: 3 clusters Score -404997.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -404998.593750 Penalty: 4358.385254
	Iteration 48Q: 3 clusters Score -404998.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -404999.781250 Penalty: 4358.385254
	Iteration 49Q: 3 clusters Score -404999.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -405000.187500 Penalty: 4358.385254
	Iteration 50Q: 3 clusters Score -405000.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -405001.468750 Penalty: 4358.385254
	Iteration 51Q: 3 clusters Score -405001.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -405002.625000 Penalty: 4358.385254
	Iteration 52Q: 3 clusters Score -405002.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -405002.625000 Penalty: 4358.385254
	Iteration 53Q: 3 clusters Score -405002.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -405003.093750 Penalty: 4358.385254
	Iteration 54Q: 3 clusters Score -405003.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -405001.937500 Penalty: 4358.385254
	Iteration 55Q: 3 clusters Score -405001.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -405001.937500 Penalty: 4358.385254
	Iteration 56F: 3 clusters Score -405001.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (216648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216648 members 
Entering Unmasked Estep 
Score: -16654205.000000 Penalty: 3046.935059
	Iteration 0F: 2 clusters Score -1.66542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108260 members 
Mstep: Class 2 contains 108388 members 
Entering Unmasked Estep 
Score: -16508759.000000 Penalty: 6093.870117
	Iteration 0F: 3 clusters Score -1.650876e+07 nChanged 104341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106617 members 
Mstep: Class 2 contains 110031 members 
Entering Unmasked Estep 
Score: -16570664.000000 Penalty: 6093.870117
	Iteration 1F: 3 clusters Score -1.657066e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105611 members 
Mstep: Class 2 contains 111037 members 
Entering Unmasked Estep 
Score: -16572099.000000 Penalty: 6093.870117
	Iteration 2Q: 3 clusters Score -1.65721e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103842 members 
Mstep: Class 2 contains 112806 members 
Entering Unmasked Estep 
Score: -16573743.000000 Penalty: 6093.870117
	Iteration 3Q: 3 clusters Score -1.657374e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100941 members 
Mstep: Class 2 contains 115707 members 
Entering Unmasked Estep 
Score: -16575912.000000 Penalty: 6093.870117
	Iteration 4Q: 3 clusters Score -1.657591e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96402 members 
Mstep: Class 2 contains 120246 members 
Entering Unmasked Estep 
Score: -16578751.000000 Penalty: 6093.870117
	Iteration 5Q: 3 clusters Score -1.657875e+07 nChanged 9830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89616 members 
Mstep: Class 2 contains 127032 members 
Entering Unmasked Estep 
Score: -16583380.000000 Penalty: 6093.870117
	Iteration 6Q: 3 clusters Score -1.658338e+07 nChanged 11907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80289 members 
Mstep: Class 2 contains 136359 members 
Entering Unmasked Estep 
Score: -16590550.000000 Penalty: 6093.870117
	Iteration 7F: 3 clusters Score -1.659055e+07 nChanged 13655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68944 members 
Mstep: Class 2 contains 147704 members 
Entering Unmasked Estep 
Score: -16601354.000000 Penalty: 6093.870117
	Iteration 8F: 3 clusters Score -1.660135e+07 nChanged 13731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 159057 members 
Entering Unmasked Estep 
Score: -16613099.000000 Penalty: 6093.870117
	Iteration 9F: 3 clusters Score -1.66131e+07 nChanged 11696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48279 members 
Mstep: Class 2 contains 168369 members 
Entering Unmasked Estep 
Score: -16622356.000000 Penalty: 6093.870117
	Iteration 10F: 3 clusters Score -1.662236e+07 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 175480 members 
Entering Unmasked Estep 
Score: -16627772.000000 Penalty: 6093.870117
	Iteration 11Q: 3 clusters Score -1.662777e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 181507 members 
Entering Unmasked Estep 
Score: -16631373.000000 Penalty: 6093.870117
	Iteration 12Q: 3 clusters Score -1.663137e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 186991 members 
Entering Unmasked Estep 
Score: -16634624.000000 Penalty: 6093.870117
	Iteration 13Q: 3 clusters Score -1.663462e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 192187 members 
Entering Unmasked Estep 
Score: -16637783.000000 Penalty: 6093.870117
	Iteration 14Q: 3 clusters Score -1.663778e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 197003 members 
Entering Unmasked Estep 
Score: -16640862.000000 Penalty: 6093.870117
	Iteration 15Q: 3 clusters Score -1.664086e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 201256 members 
Entering Unmasked Estep 
Score: -16643841.000000 Penalty: 6093.870117
	Iteration 16Q: 3 clusters Score -1.664384e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 204823 members 
Entering Unmasked Estep 
Score: -16646635.000000 Penalty: 6093.870117
	Iteration 17Q: 3 clusters Score -1.664664e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 207664 members 
Entering Unmasked Estep 
Score: -16648851.000000 Penalty: 6093.870117
	Iteration 18Q: 3 clusters Score -1.664885e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 209704 members 
Entering Unmasked Estep 
Score: -16650377.000000 Penalty: 6093.870117
	Iteration 19Q: 3 clusters Score -1.665038e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 211096 members 
Entering Unmasked Estep 
Score: -16651413.000000 Penalty: 6093.870117
	Iteration 20F: 3 clusters Score -1.665141e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 211996 members 
Entering Unmasked Estep 
Score: -16652020.000000 Penalty: 6093.870117
	Iteration 21Q: 3 clusters Score -1.665202e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 212561 members 
Entering Unmasked Estep 
Score: -16652411.000000 Penalty: 6093.870117
	Iteration 22Q: 3 clusters Score -1.665241e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 212963 members 
Entering Unmasked Estep 
Score: -16652605.000000 Penalty: 6093.870117
	Iteration 23Q: 3 clusters Score -1.66526e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 213248 members 
Entering Unmasked Estep 
Score: -16652685.000000 Penalty: 6093.870117
	Iteration 24Q: 3 clusters Score -1.665268e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 213456 members 
Entering Unmasked Estep 
Score: -16652763.000000 Penalty: 6093.870117
	Iteration 25Q: 3 clusters Score -1.665276e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 213601 members 
Entering Unmasked Estep 
Score: -16652810.000000 Penalty: 6093.870117
	Iteration 26Q: 3 clusters Score -1.665281e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 213717 members 
Entering Unmasked Estep 
Score: -16652844.000000 Penalty: 6093.870117
	Iteration 27Q: 3 clusters Score -1.665284e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 213808 members 
Entering Unmasked Estep 
Score: -16652847.000000 Penalty: 6093.870117
	Iteration 28Q: 3 clusters Score -1.665285e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 213890 members 
Entering Unmasked Estep 
Score: -16652858.000000 Penalty: 6093.870117
	Iteration 29Q: 3 clusters Score -1.665286e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 213940 members 
Entering Unmasked Estep 
Score: -16652865.000000 Penalty: 6093.870117
	Iteration 30Q: 3 clusters Score -1.665286e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 213975 members 
Entering Unmasked Estep 
Score: -16652900.000000 Penalty: 6093.870117
	Iteration 31Q: 3 clusters Score -1.66529e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 214008 members 
Entering Unmasked Estep 
Score: -16652887.000000 Penalty: 6093.870117
	Iteration 32Q: 3 clusters Score -1.665289e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 214037 members 
Entering Unmasked Estep 
Score: -16652880.000000 Penalty: 6093.870117
	Iteration 33Q: 3 clusters Score -1.665288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 214052 members 
Entering Unmasked Estep 
Score: -16652877.000000 Penalty: 6093.870117
	Iteration 34Q: 3 clusters Score -1.665288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 214070 members 
Entering Unmasked Estep 
Score: -16652875.000000 Penalty: 6093.870117
	Iteration 35Q: 3 clusters Score -1.665288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 214085 members 
Entering Unmasked Estep 
Score: -16652879.000000 Penalty: 6093.870117
	Iteration 36Q: 3 clusters Score -1.665288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 214098 members 
Entering Unmasked Estep 
Score: -16652889.000000 Penalty: 6093.870117
	Iteration 37Q: 3 clusters Score -1.665289e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 214112 members 
Entering Unmasked Estep 
Score: -16652891.000000 Penalty: 6093.870117
	Iteration 38Q: 3 clusters Score -1.665289e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 214125 members 
Entering Unmasked Estep 
Score: -16652896.000000 Penalty: 6093.870117
	Iteration 39Q: 3 clusters Score -1.66529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 214129 members 
Entering Unmasked Estep 
Score: -16652898.000000 Penalty: 6093.870117
	Iteration 40F: 3 clusters Score -1.66529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 214134 members 
Entering Unmasked Estep 
Score: -16652902.000000 Penalty: 6093.870117
	Iteration 41Q: 3 clusters Score -1.66529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 214136 members 
Entering Unmasked Estep 
Score: -16652920.000000 Penalty: 6093.870117
	Iteration 42Q: 3 clusters Score -1.665292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 214136 members 
Entering Unmasked Estep 
Score: -16652920.000000 Penalty: 6093.870117
	Iteration 43F: 3 clusters Score -1.665292e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Entering Unmasked Estep 
Score: -713498.500000 Penalty: 2276.354736
	Iteration 0F: 2 clusters Score -713498.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -705985.687500 Penalty: 4552.709473
	Iteration 0F: 3 clusters Score -705985.7 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -708214.187500 Penalty: 4552.709473
	Iteration 1F: 3 clusters Score -708214.2 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -708523.437500 Penalty: 4552.709473
	Iteration 2F: 3 clusters Score -708523.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -708757.125000 Penalty: 4552.709473
	Iteration 3F: 3 clusters Score -708757.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -708946.187500 Penalty: 4552.709473
	Iteration 4Q: 3 clusters Score -708946.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -709142.875000 Penalty: 4552.709473
	Iteration 5Q: 3 clusters Score -709142.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -709283.062500 Penalty: 4552.709473
	Iteration 6Q: 3 clusters Score -709283.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -709424.812500 Penalty: 4552.709473
	Iteration 7Q: 3 clusters Score -709424.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -709561.562500 Penalty: 4552.709473
	Iteration 8Q: 3 clusters Score -709561.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -709675.000000 Penalty: 4552.709473
	Iteration 9Q: 3 clusters Score -709675 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -709762.000000 Penalty: 4552.709473
	Iteration 10Q: 3 clusters Score -709762 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -709818.625000 Penalty: 4552.709473
	Iteration 11Q: 3 clusters Score -709818.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -709860.312500 Penalty: 4552.709473
	Iteration 12Q: 3 clusters Score -709860.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -709901.812500 Penalty: 4552.709473
	Iteration 13Q: 3 clusters Score -709901.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -709936.312500 Penalty: 4552.709473
	Iteration 14Q: 3 clusters Score -709936.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -709961.500000 Penalty: 4552.709473
	Iteration 15Q: 3 clusters Score -709961.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -709982.312500 Penalty: 4552.709473
	Iteration 16Q: 3 clusters Score -709982.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -710004.062500 Penalty: 4552.709473
	Iteration 17Q: 3 clusters Score -710004.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -710027.000000 Penalty: 4552.709473
	Iteration 18Q: 3 clusters Score -710027 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -710048.875000 Penalty: 4552.709473
	Iteration 19Q: 3 clusters Score -710048.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -710069.750000 Penalty: 4552.709473
	Iteration 20F: 3 clusters Score -710069.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -710089.125000 Penalty: 4552.709473
	Iteration 21Q: 3 clusters Score -710089.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -710110.437500 Penalty: 4552.709473
	Iteration 22Q: 3 clusters Score -710110.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -710131.062500 Penalty: 4552.709473
	Iteration 23Q: 3 clusters Score -710131.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -710148.500000 Penalty: 4552.709473
	Iteration 24Q: 3 clusters Score -710148.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -710170.312500 Penalty: 4552.709473
	Iteration 25Q: 3 clusters Score -710170.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -710200.187500 Penalty: 4552.709473
	Iteration 26Q: 3 clusters Score -710200.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -710244.812500 Penalty: 4552.709473
	Iteration 27Q: 3 clusters Score -710244.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -710293.062500 Penalty: 4552.709473
	Iteration 28Q: 3 clusters Score -710293.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -710356.062500 Penalty: 4552.709473
	Iteration 29Q: 3 clusters Score -710356.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -710434.437500 Penalty: 4552.709473
	Iteration 30Q: 3 clusters Score -710434.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -710525.500000 Penalty: 4552.709473
	Iteration 31Q: 3 clusters Score -710525.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -710618.875000 Penalty: 4552.709473
	Iteration 32Q: 3 clusters Score -710618.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -710725.562500 Penalty: 4552.709473
	Iteration 33Q: 3 clusters Score -710725.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -710841.562500 Penalty: 4552.709473
	Iteration 34Q: 3 clusters Score -710841.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -710940.937500 Penalty: 4552.709473
	Iteration 35Q: 3 clusters Score -710940.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -711038.750000 Penalty: 4552.709473
	Iteration 36Q: 3 clusters Score -711038.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -711137.687500 Penalty: 4552.709473
	Iteration 37Q: 3 clusters Score -711137.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -711243.437500 Penalty: 4552.709473
	Iteration 38Q: 3 clusters Score -711243.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -711326.812500 Penalty: 4552.709473
	Iteration 39Q: 3 clusters Score -711326.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -711385.125000 Penalty: 4552.709473
	Iteration 40F: 3 clusters Score -711385.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -711428.500000 Penalty: 4552.709473
	Iteration 41Q: 3 clusters Score -711428.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -711467.437500 Penalty: 4552.709473
	Iteration 42Q: 3 clusters Score -711467.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -711507.062500 Penalty: 4552.709473
	Iteration 43Q: 3 clusters Score -711507.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -711527.562500 Penalty: 4552.709473
	Iteration 44Q: 3 clusters Score -711527.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -711542.562500 Penalty: 4552.709473
	Iteration 45Q: 3 clusters Score -711542.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -711552.312500 Penalty: 4552.709473
	Iteration 46Q: 3 clusters Score -711552.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -711560.500000 Penalty: 4552.709473
	Iteration 47Q: 3 clusters Score -711560.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -711565.875000 Penalty: 4552.709473
	Iteration 48Q: 3 clusters Score -711565.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -711573.562500 Penalty: 4552.709473
	Iteration 49Q: 3 clusters Score -711573.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -711578.812500 Penalty: 4552.709473
	Iteration 50Q: 3 clusters Score -711578.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -711582.250000 Penalty: 4552.709473
	Iteration 51Q: 3 clusters Score -711582.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -711587.562500 Penalty: 4552.709473
	Iteration 52Q: 3 clusters Score -711587.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -711589.812500 Penalty: 4552.709473
	Iteration 53Q: 3 clusters Score -711589.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -711591.312500 Penalty: 4552.709473
	Iteration 54Q: 3 clusters Score -711591.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -711592.000000 Penalty: 4552.709473
	Iteration 55Q: 3 clusters Score -711592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -711593.437500 Penalty: 4552.709473
	Iteration 56Q: 3 clusters Score -711593.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -711595.437500 Penalty: 4552.709473
	Iteration 57Q: 3 clusters Score -711595.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -711594.375000 Penalty: 4552.709473
	Iteration 58Q: 3 clusters Score -711594.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -711595.937500 Penalty: 4552.709473
	Iteration 59Q: 3 clusters Score -711595.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -711594.750000 Penalty: 4552.709473
	Iteration 60F: 3 clusters Score -711594.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -711597.500000 Penalty: 4552.709473
	Iteration 61Q: 3 clusters Score -711597.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -711597.875000 Penalty: 4552.709473
	Iteration 62Q: 3 clusters Score -711597.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -711597.937500 Penalty: 4552.709473
	Iteration 63Q: 3 clusters Score -711597.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -711598.125000 Penalty: 4552.709473
	Iteration 64Q: 3 clusters Score -711598.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -711598.125000 Penalty: 4552.709473
	Iteration 65F: 3 clusters Score -711598.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Entering Unmasked Estep 
Score: -327466.906250 Penalty: 2096.865967
	Iteration 0F: 2 clusters Score -327466.9 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 2301 members 
Entering Unmasked Estep 
Score: -323186.875000 Penalty: 4193.731934
	Iteration 0F: 3 clusters Score -323186.9 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -324329.812500 Penalty: 4193.731934
	Iteration 1F: 3 clusters Score -324329.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -324773.531250 Penalty: 4193.731934
	Iteration 2F: 3 clusters Score -324773.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -325189.968750 Penalty: 4193.731934
	Iteration 3F: 3 clusters Score -325190 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -325575.968750 Penalty: 4193.731934
	Iteration 4F: 3 clusters Score -325576 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -325878.281250 Penalty: 4193.731934
	Iteration 5F: 3 clusters Score -325878.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -326133.125000 Penalty: 4193.731934
	Iteration 6Q: 3 clusters Score -326133.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -326382.281250 Penalty: 4193.731934
	Iteration 7Q: 3 clusters Score -326382.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -326600.062500 Penalty: 4193.731934
	Iteration 8Q: 3 clusters Score -326600.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -326798.468750 Penalty: 4193.731934
	Iteration 9Q: 3 clusters Score -326798.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -326929.375000 Penalty: 4193.731934
	Iteration 10Q: 3 clusters Score -326929.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -327016.468750 Penalty: 4193.731934
	Iteration 11Q: 3 clusters Score -327016.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -327085.093750 Penalty: 4193.731934
	Iteration 12Q: 3 clusters Score -327085.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -327116.781250 Penalty: 4193.731934
	Iteration 13Q: 3 clusters Score -327116.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -327141.687500 Penalty: 4193.731934
	Iteration 14Q: 3 clusters Score -327141.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -327153.812500 Penalty: 4193.731934
	Iteration 15Q: 3 clusters Score -327153.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -327165.250000 Penalty: 4193.731934
	Iteration 16Q: 3 clusters Score -327165.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -327171.062500 Penalty: 4193.731934
	Iteration 17Q: 3 clusters Score -327171.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -327176.312500 Penalty: 4193.731934
	Iteration 18Q: 3 clusters Score -327176.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -327183.687500 Penalty: 4193.731934
	Iteration 19Q: 3 clusters Score -327183.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -327187.156250 Penalty: 4193.731934
	Iteration 20F: 3 clusters Score -327187.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -327191.250000 Penalty: 4193.731934
	Iteration 21Q: 3 clusters Score -327191.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -327194.468750 Penalty: 4193.731934
	Iteration 22Q: 3 clusters Score -327194.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -327196.906250 Penalty: 4193.731934
	Iteration 23Q: 3 clusters Score -327196.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -327197.000000 Penalty: 4193.731934
	Iteration 24Q: 3 clusters Score -327197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -327198.718750 Penalty: 4193.731934
	Iteration 25Q: 3 clusters Score -327198.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -327199.187500 Penalty: 4193.731934
	Iteration 26Q: 3 clusters Score -327199.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -327199.000000 Penalty: 4193.731934
	Iteration 27Q: 3 clusters Score -327199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -327200.593750 Penalty: 4193.731934
	Iteration 28Q: 3 clusters Score -327200.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -327202.437500 Penalty: 4193.731934
	Iteration 29Q: 3 clusters Score -327202.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -327203.718750 Penalty: 4193.731934
	Iteration 30Q: 3 clusters Score -327203.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -327205.687500 Penalty: 4193.731934
	Iteration 31Q: 3 clusters Score -327205.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -327206.750000 Penalty: 4193.731934
	Iteration 32Q: 3 clusters Score -327206.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -327208.687500 Penalty: 4193.731934
	Iteration 33Q: 3 clusters Score -327208.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -327210.687500 Penalty: 4193.731934
	Iteration 34Q: 3 clusters Score -327210.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -327212.343750 Penalty: 4193.731934
	Iteration 35Q: 3 clusters Score -327212.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -327213.718750 Penalty: 4193.731934
	Iteration 36Q: 3 clusters Score -327213.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -327215.906250 Penalty: 4193.731934
	Iteration 37Q: 3 clusters Score -327215.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -327219.031250 Penalty: 4193.731934
	Iteration 38Q: 3 clusters Score -327219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -327221.656250 Penalty: 4193.731934
	Iteration 39Q: 3 clusters Score -327221.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -327227.656250 Penalty: 4193.731934
	Iteration 40F: 3 clusters Score -327227.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -327230.125000 Penalty: 4193.731934
	Iteration 41Q: 3 clusters Score -327230.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -327231.562500 Penalty: 4193.731934
	Iteration 42Q: 3 clusters Score -327231.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -327233.343750 Penalty: 4193.731934
	Iteration 43Q: 3 clusters Score -327233.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -327235.500000 Penalty: 4193.731934
	Iteration 44Q: 3 clusters Score -327235.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -327238.375000 Penalty: 4193.731934
	Iteration 45Q: 3 clusters Score -327238.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -327240.593750 Penalty: 4193.731934
	Iteration 46Q: 3 clusters Score -327240.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -327242.062500 Penalty: 4193.731934
	Iteration 47Q: 3 clusters Score -327242.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -327244.625000 Penalty: 4193.731934
	Iteration 48Q: 3 clusters Score -327244.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -327244.500000 Penalty: 4193.731934
	Iteration 49Q: 3 clusters Score -327244.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -327246.031250 Penalty: 4193.731934
	Iteration 50Q: 3 clusters Score -327246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -327245.343750 Penalty: 4193.731934
	Iteration 51Q: 3 clusters Score -327245.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -327246.375000 Penalty: 4193.731934
	Iteration 52Q: 3 clusters Score -327246.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -327247.593750 Penalty: 4193.731934
	Iteration 53Q: 3 clusters Score -327247.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -327247.406250 Penalty: 4193.731934
	Iteration 54Q: 3 clusters Score -327247.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -327247.406250 Penalty: 4193.731934
	Iteration 55F: 3 clusters Score -327247.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Entering Unmasked Estep 
Score: -92497.789062 Penalty: 1781.034790
	Iteration 0F: 2 clusters Score -92497.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -90323.351562 Penalty: 3562.069580
	Iteration 0F: 3 clusters Score -90323.35 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -90657.562500 Penalty: 3562.069580
	Iteration 1F: 3 clusters Score -90657.56 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -90775.023438 Penalty: 3562.069580
	Iteration 2F: 3 clusters Score -90775.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -90820.992188 Penalty: 3562.069580
	Iteration 3Q: 3 clusters Score -90820.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -90855.000000 Penalty: 3562.069580
	Iteration 4Q: 3 clusters Score -90855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -90873.562500 Penalty: 3562.069580
	Iteration 5Q: 3 clusters Score -90873.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -90893.929688 Penalty: 3562.069580
	Iteration 6Q: 3 clusters Score -90893.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -90922.375000 Penalty: 3562.069580
	Iteration 7Q: 3 clusters Score -90922.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -90951.289062 Penalty: 3562.069580
	Iteration 8Q: 3 clusters Score -90951.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -90979.156250 Penalty: 3562.069580
	Iteration 9Q: 3 clusters Score -90979.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -90998.984375 Penalty: 3562.069580
	Iteration 10Q: 3 clusters Score -90998.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -91025.125000 Penalty: 3562.069580
	Iteration 11Q: 3 clusters Score -91025.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -91045.804688 Penalty: 3562.069580
	Iteration 12Q: 3 clusters Score -91045.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -91065.742188 Penalty: 3562.069580
	Iteration 13Q: 3 clusters Score -91065.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -91090.773438 Penalty: 3562.069580
	Iteration 14Q: 3 clusters Score -91090.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -91137.015625 Penalty: 3562.069580
	Iteration 15Q: 3 clusters Score -91137.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -91166.289062 Penalty: 3562.069580
	Iteration 16Q: 3 clusters Score -91166.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -91198.898438 Penalty: 3562.069580
	Iteration 17Q: 3 clusters Score -91198.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -91221.375000 Penalty: 3562.069580
	Iteration 18Q: 3 clusters Score -91221.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -91231.976562 Penalty: 3562.069580
	Iteration 19Q: 3 clusters Score -91231.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -91242.804688 Penalty: 3562.069580
	Iteration 20F: 3 clusters Score -91242.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -91257.039062 Penalty: 3562.069580
	Iteration 21Q: 3 clusters Score -91257.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -91271.945312 Penalty: 3562.069580
	Iteration 22Q: 3 clusters Score -91271.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -91294.820312 Penalty: 3562.069580
	Iteration 23Q: 3 clusters Score -91294.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -91336.429688 Penalty: 3562.069580
	Iteration 24Q: 3 clusters Score -91336.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -91418.070312 Penalty: 3562.069580
	Iteration 25Q: 3 clusters Score -91418.07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -91572.609375 Penalty: 3562.069580
	Iteration 26Q: 3 clusters Score -91572.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -91745.648438 Penalty: 3562.069580
	Iteration 27Q: 3 clusters Score -91745.65 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -91857.289062 Penalty: 3562.069580
	Iteration 28Q: 3 clusters Score -91857.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -91946.375000 Penalty: 3562.069580
	Iteration 29Q: 3 clusters Score -91946.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -91995.812500 Penalty: 3562.069580
	Iteration 30Q: 3 clusters Score -91995.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -92052.906250 Penalty: 3562.069580
	Iteration 31Q: 3 clusters Score -92052.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -92089.929688 Penalty: 3562.069580
	Iteration 32Q: 3 clusters Score -92089.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -92138.828125 Penalty: 3562.069580
	Iteration 33Q: 3 clusters Score -92138.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -92159.484375 Penalty: 3562.069580
	Iteration 34Q: 3 clusters Score -92159.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -92188.906250 Penalty: 3562.069580
	Iteration 35Q: 3 clusters Score -92188.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -92232.070312 Penalty: 3562.069580
	Iteration 36Q: 3 clusters Score -92232.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -92270.187500 Penalty: 3562.069580
	Iteration 37Q: 3 clusters Score -92270.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -92283.773438 Penalty: 3562.069580
	Iteration 38Q: 3 clusters Score -92283.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -92291.734375 Penalty: 3562.069580
	Iteration 39Q: 3 clusters Score -92291.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -92295.718750 Penalty: 3562.069580
	Iteration 40F: 3 clusters Score -92295.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80937 members 
Entering Unmasked Estep 
Score: -6172440.000000 Penalty: 2802.753662
	Iteration 0F: 2 clusters Score -6172440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -6118170.000000 Penalty: 5605.507324
	Iteration 0F: 3 clusters Score -6118170 nChanged 38173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -6139381.000000 Penalty: 5605.507324
	Iteration 1F: 3 clusters Score -6139381 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -6139992.000000 Penalty: 5605.507324
	Iteration 2Q: 3 clusters Score -6139992 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -6140700.000000 Penalty: 5605.507324
	Iteration 3Q: 3 clusters Score -6140700 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -6141592.500000 Penalty: 5605.507324
	Iteration 4Q: 3 clusters Score -6141592 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -6142791.000000 Penalty: 5605.507324
	Iteration 5Q: 3 clusters Score -6142791 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 46027 members 
Entering Unmasked Estep 
Score: -6144541.500000 Penalty: 5605.507324
	Iteration 6Q: 3 clusters Score -6144542 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -6146921.500000 Penalty: 5605.507324
	Iteration 7F: 3 clusters Score -6146922 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 51788 members 
Entering Unmasked Estep 
Score: -6149917.000000 Penalty: 5605.507324
	Iteration 8F: 3 clusters Score -6149917 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 55542 members 
Entering Unmasked Estep 
Score: -6153334.500000 Penalty: 5605.507324
	Iteration 9F: 3 clusters Score -6153334 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 59423 members 
Entering Unmasked Estep 
Score: -6157169.000000 Penalty: 5605.507324
	Iteration 10F: 3 clusters Score -6157169 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 62821 members 
Entering Unmasked Estep 
Score: -6160811.500000 Penalty: 5605.507324
	Iteration 11F: 3 clusters Score -6160812 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 65398 members 
Entering Unmasked Estep 
Score: -6163833.000000 Penalty: 5605.507324
	Iteration 12Q: 3 clusters Score -6163833 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 67118 members 
Entering Unmasked Estep 
Score: -6165557.000000 Penalty: 5605.507324
	Iteration 13Q: 3 clusters Score -6165557 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 68309 members 
Entering Unmasked Estep 
Score: -6166497.500000 Penalty: 5605.507324
	Iteration 14Q: 3 clusters Score -6166498 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 69255 members 
Entering Unmasked Estep 
Score: -6166958.500000 Penalty: 5605.507324
	Iteration 15Q: 3 clusters Score -6166958 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 70102 members 
Entering Unmasked Estep 
Score: -6167298.500000 Penalty: 5605.507324
	Iteration 16Q: 3 clusters Score -6167298 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 70864 members 
Entering Unmasked Estep 
Score: -6167648.000000 Penalty: 5605.507324
	Iteration 17Q: 3 clusters Score -6167648 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 71617 members 
Entering Unmasked Estep 
Score: -6167942.000000 Penalty: 5605.507324
	Iteration 18Q: 3 clusters Score -6167942 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 72333 members 
Entering Unmasked Estep 
Score: -6168191.500000 Penalty: 5605.507324
	Iteration 19Q: 3 clusters Score -6168192 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 73016 members 
Entering Unmasked Estep 
Score: -6168448.000000 Penalty: 5605.507324
	Iteration 20F: 3 clusters Score -6168448 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 73634 members 
Entering Unmasked Estep 
Score: -6168647.000000 Penalty: 5605.507324
	Iteration 21Q: 3 clusters Score -6168647 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 74189 members 
Entering Unmasked Estep 
Score: -6168828.500000 Penalty: 5605.507324
	Iteration 22Q: 3 clusters Score -6168828 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 74694 members 
Entering Unmasked Estep 
Score: -6168995.500000 Penalty: 5605.507324
	Iteration 23Q: 3 clusters Score -6168996 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 75160 members 
Entering Unmasked Estep 
Score: -6169116.500000 Penalty: 5605.507324
	Iteration 24Q: 3 clusters Score -6169116 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 75602 members 
Entering Unmasked Estep 
Score: -6169263.500000 Penalty: 5605.507324
	Iteration 25Q: 3 clusters Score -6169264 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 76018 members 
Entering Unmasked Estep 
Score: -6169406.500000 Penalty: 5605.507324
	Iteration 26Q: 3 clusters Score -6169406 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 76396 members 
Entering Unmasked Estep 
Score: -6169554.000000 Penalty: 5605.507324
	Iteration 27Q: 3 clusters Score -6169554 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 76699 members 
Entering Unmasked Estep 
Score: -6169649.500000 Penalty: 5605.507324
	Iteration 28Q: 3 clusters Score -6169650 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 76982 members 
Entering Unmasked Estep 
Score: -6169731.500000 Penalty: 5605.507324
	Iteration 29Q: 3 clusters Score -6169732 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 77216 members 
Entering Unmasked Estep 
Score: -6169819.500000 Penalty: 5605.507324
	Iteration 30Q: 3 clusters Score -6169820 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 77418 members 
Entering Unmasked Estep 
Score: -6169885.000000 Penalty: 5605.507324
	Iteration 31Q: 3 clusters Score -6169885 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 77594 members 
Entering Unmasked Estep 
Score: -6169920.000000 Penalty: 5605.507324
	Iteration 32Q: 3 clusters Score -6169920 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 77753 members 
Entering Unmasked Estep 
Score: -6169962.500000 Penalty: 5605.507324
	Iteration 33Q: 3 clusters Score -6169962 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 77891 members 
Entering Unmasked Estep 
Score: -6169998.000000 Penalty: 5605.507324
	Iteration 34Q: 3 clusters Score -6169998 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 78011 members 
Entering Unmasked Estep 
Score: -6170035.500000 Penalty: 5605.507324
	Iteration 35Q: 3 clusters Score -6170036 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 78124 members 
Entering Unmasked Estep 
Score: -6170058.000000 Penalty: 5605.507324
	Iteration 36Q: 3 clusters Score -6170058 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 78213 members 
Entering Unmasked Estep 
Score: -6170086.500000 Penalty: 5605.507324
	Iteration 37Q: 3 clusters Score -6170086 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 78295 members 
Entering Unmasked Estep 
Score: -6170109.000000 Penalty: 5605.507324
	Iteration 38Q: 3 clusters Score -6170109 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 78360 members 
Entering Unmasked Estep 
Score: -6170118.500000 Penalty: 5605.507324
	Iteration 39Q: 3 clusters Score -6170118 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 78429 members 
Entering Unmasked Estep 
Score: -6170135.500000 Penalty: 5605.507324
	Iteration 40F: 3 clusters Score -6170136 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 78480 members 
Entering Unmasked Estep 
Score: -6170137.000000 Penalty: 5605.507324
	Iteration 41Q: 3 clusters Score -6170137 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 78520 members 
Entering Unmasked Estep 
Score: -6170144.500000 Penalty: 5605.507324
	Iteration 42Q: 3 clusters Score -6170144 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 78569 members 
Entering Unmasked Estep 
Score: -6170164.000000 Penalty: 5605.507324
	Iteration 43Q: 3 clusters Score -6170164 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 78620 members 
Entering Unmasked Estep 
Score: -6170160.000000 Penalty: 5605.507324
	Iteration 44Q: 3 clusters Score -6170160 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 78659 members 
Entering Unmasked Estep 
Score: -6170168.500000 Penalty: 5605.507324
	Iteration 45Q: 3 clusters Score -6170168 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 78708 members 
Entering Unmasked Estep 
Score: -6170170.500000 Penalty: 5605.507324
	Iteration 46Q: 3 clusters Score -6170170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 78750 members 
Entering Unmasked Estep 
Score: -6170190.500000 Penalty: 5605.507324
	Iteration 47Q: 3 clusters Score -6170190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 78785 members 
Entering Unmasked Estep 
Score: -6170193.500000 Penalty: 5605.507324
	Iteration 48Q: 3 clusters Score -6170194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 78810 members 
Entering Unmasked Estep 
Score: -6170187.500000 Penalty: 5605.507324
	Iteration 49Q: 3 clusters Score -6170188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 78836 members 
Entering Unmasked Estep 
Score: -6170194.500000 Penalty: 5605.507324
	Iteration 50Q: 3 clusters Score -6170194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 78865 members 
Entering Unmasked Estep 
Score: -6170197.000000 Penalty: 5605.507324
	Iteration 51Q: 3 clusters Score -6170197 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 78899 members 
Entering Unmasked Estep 
Score: -6170209.500000 Penalty: 5605.507324
	Iteration 52Q: 3 clusters Score -6170210 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 78926 members 
Entering Unmasked Estep 
Score: -6170207.500000 Penalty: 5605.507324
	Iteration 53Q: 3 clusters Score -6170208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 78944 members 
Entering Unmasked Estep 
Score: -6170209.000000 Penalty: 5605.507324
	Iteration 54Q: 3 clusters Score -6170209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 78963 members 
Entering Unmasked Estep 
Score: -6170232.500000 Penalty: 5605.507324
	Iteration 55Q: 3 clusters Score -6170232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 78972 members 
Entering Unmasked Estep 
Score: -6170234.500000 Penalty: 5605.507324
	Iteration 56Q: 3 clusters Score -6170234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 78988 members 
Entering Unmasked Estep 
Score: -6170234.000000 Penalty: 5605.507324
	Iteration 57Q: 3 clusters Score -6170234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 79010 members 
Entering Unmasked Estep 
Score: -6170227.000000 Penalty: 5605.507324
	Iteration 58Q: 3 clusters Score -6170227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 79027 members 
Entering Unmasked Estep 
Score: -6170236.500000 Penalty: 5605.507324
	Iteration 59Q: 3 clusters Score -6170236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 79043 members 
Entering Unmasked Estep 
Score: -6170240.000000 Penalty: 5605.507324
	Iteration 60F: 3 clusters Score -6170240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 79063 members 
Entering Unmasked Estep 
Score: -6170250.000000 Penalty: 5605.507324
	Iteration 61Q: 3 clusters Score -6170250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 79083 members 
Entering Unmasked Estep 
Score: -6170262.000000 Penalty: 5605.507324
	Iteration 62Q: 3 clusters Score -6170262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 79108 members 
Entering Unmasked Estep 
Score: -6170263.000000 Penalty: 5605.507324
	Iteration 63Q: 3 clusters Score -6170263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 79125 members 
Entering Unmasked Estep 
Score: -6170271.000000 Penalty: 5605.507324
	Iteration 64Q: 3 clusters Score -6170271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 79145 members 
Entering Unmasked Estep 
Score: -6170278.000000 Penalty: 5605.507324
	Iteration 65Q: 3 clusters Score -6170278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 79152 members 
Entering Unmasked Estep 
Score: -6170263.500000 Penalty: 5605.507324
	Iteration 66Q: 3 clusters Score -6170264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 79165 members 
Entering Unmasked Estep 
Score: -6170266.000000 Penalty: 5605.507324
	Iteration 67Q: 3 clusters Score -6170266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
Score: -6170264.000000 Penalty: 5605.507324
	Iteration 68Q: 3 clusters Score -6170264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 79194 members 
Entering Unmasked Estep 
Score: -6170280.000000 Penalty: 5605.507324
	Iteration 69Q: 3 clusters Score -6170280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 79206 members 
Entering Unmasked Estep 
Score: -6170290.000000 Penalty: 5605.507324
	Iteration 70Q: 3 clusters Score -6170290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 79216 members 
Entering Unmasked Estep 
Score: -6170285.500000 Penalty: 5605.507324
	Iteration 71Q: 3 clusters Score -6170286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 79231 members 
Entering Unmasked Estep 
Score: -6170296.500000 Penalty: 5605.507324
	Iteration 72Q: 3 clusters Score -6170296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 79247 members 
Entering Unmasked Estep 
Score: -6170304.000000 Penalty: 5605.507324
	Iteration 73Q: 3 clusters Score -6170304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 79260 members 
Entering Unmasked Estep 
Score: -6170302.500000 Penalty: 5605.507324
	Iteration 74Q: 3 clusters Score -6170302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 79270 members 
Entering Unmasked Estep 
Score: -6170296.000000 Penalty: 5605.507324
	Iteration 75Q: 3 clusters Score -6170296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 79281 members 
Entering Unmasked Estep 
Score: -6170306.000000 Penalty: 5605.507324
	Iteration 76Q: 3 clusters Score -6170306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 79293 members 
Entering Unmasked Estep 
Score: -6170314.000000 Penalty: 5605.507324
	Iteration 77Q: 3 clusters Score -6170314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 79301 members 
Entering Unmasked Estep 
Score: -6170314.000000 Penalty: 5605.507324
	Iteration 78Q: 3 clusters Score -6170314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 79314 members 
Entering Unmasked Estep 
Score: -6170310.000000 Penalty: 5605.507324
	Iteration 79Q: 3 clusters Score -6170310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 79320 members 
Entering Unmasked Estep 
Score: -6170307.000000 Penalty: 5605.507324
	Iteration 80F: 3 clusters Score -6170307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 79323 members 
Entering Unmasked Estep 
Score: -6170309.500000 Penalty: 5605.507324
	Iteration 81Q: 3 clusters Score -6170310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 79325 members 
Entering Unmasked Estep 
Score: -6170309.000000 Penalty: 5605.507324
	Iteration 82Q: 3 clusters Score -6170309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 79325 members 
Entering Unmasked Estep 
Score: -6170311.000000 Penalty: 5605.507324
	Iteration 83Q: 3 clusters Score -6170311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 79327 members 
Entering Unmasked Estep 
Score: -6170313.500000 Penalty: 5605.507324
	Iteration 84Q: 3 clusters Score -6170314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 79329 members 
Entering Unmasked Estep 
Score: -6170313.000000 Penalty: 5605.507324
	Iteration 85Q: 3 clusters Score -6170313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 79331 members 
Entering Unmasked Estep 
Score: -6170316.000000 Penalty: 5605.507324
	Iteration 86Q: 3 clusters Score -6170316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 79333 members 
Entering Unmasked Estep 
Score: -6170324.000000 Penalty: 5605.507324
	Iteration 87Q: 3 clusters Score -6170324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 79335 members 
Entering Unmasked Estep 
Score: -6170320.000000 Penalty: 5605.507324
	Iteration 88Q: 3 clusters Score -6170320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 79336 members 
Entering Unmasked Estep 
Score: -6170322.000000 Penalty: 5605.507324
	Iteration 89Q: 3 clusters Score -6170322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 79337 members 
Entering Unmasked Estep 
Score: -6170324.000000 Penalty: 5605.507324
	Iteration 90Q: 3 clusters Score -6170324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 79338 members 
Entering Unmasked Estep 
Score: -6170323.500000 Penalty: 5605.507324
	Iteration 91Q: 3 clusters Score -6170324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 79339 members 
Entering Unmasked Estep 
Score: -6170318.000000 Penalty: 5605.507324
	Iteration 92Q: 3 clusters Score -6170318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 79341 members 
Entering Unmasked Estep 
Score: -6170315.500000 Penalty: 5605.507324
	Iteration 93Q: 3 clusters Score -6170316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 79342 members 
Entering Unmasked Estep 
Score: -6170316.000000 Penalty: 5605.507324
	Iteration 94Q: 3 clusters Score -6170316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 79343 members 
Entering Unmasked Estep 
Score: -6170318.000000 Penalty: 5605.507324
	Iteration 95Q: 3 clusters Score -6170318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 79345 members 
Entering Unmasked Estep 
Score: -6170316.000000 Penalty: 5605.507324
	Iteration 96Q: 3 clusters Score -6170316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 79347 members 
Entering Unmasked Estep 
Score: -6170314.000000 Penalty: 5605.507324
	Iteration 97Q: 3 clusters Score -6170314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 79348 members 
Entering Unmasked Estep 
Score: -6170312.500000 Penalty: 5605.507324
	Iteration 98Q: 3 clusters Score -6170312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 79349 members 
Entering Unmasked Estep 
Score: -6170317.500000 Penalty: 5605.507324
	Iteration 99Q: 3 clusters Score -6170318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 79350 members 
Entering Unmasked Estep 
Score: -6170321.500000 Penalty: 5605.507324
	Iteration 100F: 3 clusters Score -6170322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (355673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355673 members 
Entering Unmasked Estep 
Score: -26608364.000000 Penalty: 3169.878174
	Iteration 0F: 2 clusters Score -2.660836e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177506 members 
Mstep: Class 2 contains 178167 members 
Entering Unmasked Estep 
Score: -26369480.000000 Penalty: 6339.756348
	Iteration 0F: 3 clusters Score -2.636948e+07 nChanged 172549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168811 members 
Mstep: Class 2 contains 186862 members 
Entering Unmasked Estep 
Score: -26471318.000000 Penalty: 6339.756348
	Iteration 1F: 3 clusters Score -2.647132e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163243 members 
Mstep: Class 2 contains 192430 members 
Entering Unmasked Estep 
Score: -26473370.000000 Penalty: 6339.756348
	Iteration 2Q: 3 clusters Score -2.647337e+07 nChanged 11301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154392 members 
Mstep: Class 2 contains 201281 members 
Entering Unmasked Estep 
Score: -26476612.000000 Penalty: 6339.756348
	Iteration 3Q: 3 clusters Score -2.647661e+07 nChanged 15424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140530 members 
Mstep: Class 2 contains 215143 members 
Entering Unmasked Estep 
Score: -26482902.000000 Penalty: 6339.756348
	Iteration 4Q: 3 clusters Score -2.64829e+07 nChanged 21556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119900 members 
Mstep: Class 2 contains 235773 members 
Entering Unmasked Estep 
Score: -26495148.000000 Penalty: 6339.756348
	Iteration 5F: 3 clusters Score -2.649515e+07 nChanged 28969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91505 members 
Mstep: Class 2 contains 264168 members 
Entering Unmasked Estep 
Score: -26517404.000000 Penalty: 6339.756348
	Iteration 6F: 3 clusters Score -2.65174e+07 nChanged 33489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58352 members 
Mstep: Class 2 contains 297321 members 
Entering Unmasked Estep 
Score: -26548978.000000 Penalty: 6339.756348
	Iteration 7F: 3 clusters Score -2.654898e+07 nChanged 29055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 326130 members 
Entering Unmasked Estep 
Score: -26578806.000000 Penalty: 6339.756348
	Iteration 8F: 3 clusters Score -2.657881e+07 nChanged 17390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 343420 members 
Entering Unmasked Estep 
Score: -26596060.000000 Penalty: 6339.756348
	Iteration 9Q: 3 clusters Score -2.659606e+07 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 350697 members 
Entering Unmasked Estep 
Score: -26602594.000000 Penalty: 6339.756348
	Iteration 10Q: 3 clusters Score -2.660259e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 353272 members 
Entering Unmasked Estep 
Score: -26604704.000000 Penalty: 6339.756348
	Iteration 11Q: 3 clusters Score -2.66047e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 354149 members 
Entering Unmasked Estep 
Score: -26605488.000000 Penalty: 6339.756348
	Iteration 12Q: 3 clusters Score -2.660549e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 354444 members 
Entering Unmasked Estep 
Score: -26605850.000000 Penalty: 6339.756348
	Iteration 13Q: 3 clusters Score -2.660585e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 354499 members 
Entering Unmasked Estep 
Score: -26606132.000000 Penalty: 6339.756348
	Iteration 14Q: 3 clusters Score -2.660613e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 354471 members 
Entering Unmasked Estep 
Score: -26606292.000000 Penalty: 6339.756348
	Iteration 15Q: 3 clusters Score -2.660629e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 354418 members 
Entering Unmasked Estep 
Score: -26606448.000000 Penalty: 6339.756348
	Iteration 16Q: 3 clusters Score -2.660645e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 354357 members 
Entering Unmasked Estep 
Score: -26606542.000000 Penalty: 6339.756348
	Iteration 17Q: 3 clusters Score -2.660654e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 354320 members 
Entering Unmasked Estep 
Score: -26606578.000000 Penalty: 6339.756348
	Iteration 18Q: 3 clusters Score -2.660658e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 354290 members 
Entering Unmasked Estep 
Score: -26606634.000000 Penalty: 6339.756348
	Iteration 19Q: 3 clusters Score -2.660663e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 354261 members 
Entering Unmasked Estep 
Score: -26606658.000000 Penalty: 6339.756348
	Iteration 20F: 3 clusters Score -2.660666e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 354212 members 
Entering Unmasked Estep 
Score: -26606720.000000 Penalty: 6339.756348
	Iteration 21Q: 3 clusters Score -2.660672e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 354163 members 
Entering Unmasked Estep 
Score: -26606806.000000 Penalty: 6339.756348
	Iteration 22Q: 3 clusters Score -2.660681e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 354120 members 
Entering Unmasked Estep 
Score: -26606796.000000 Penalty: 6339.756348
	Iteration 23Q: 3 clusters Score -2.66068e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 354077 members 
Entering Unmasked Estep 
Score: -26606840.000000 Penalty: 6339.756348
	Iteration 24Q: 3 clusters Score -2.660684e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 354044 members 
Entering Unmasked Estep 
Score: -26606878.000000 Penalty: 6339.756348
	Iteration 25Q: 3 clusters Score -2.660688e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 354014 members 
Entering Unmasked Estep 
Score: -26606942.000000 Penalty: 6339.756348
	Iteration 26Q: 3 clusters Score -2.660694e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 353987 members 
Entering Unmasked Estep 
Score: -26606944.000000 Penalty: 6339.756348
	Iteration 27Q: 3 clusters Score -2.660694e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 353972 members 
Entering Unmasked Estep 
Score: -26606976.000000 Penalty: 6339.756348
	Iteration 28Q: 3 clusters Score -2.660698e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 353955 members 
Entering Unmasked Estep 
Score: -26606962.000000 Penalty: 6339.756348
	Iteration 29Q: 3 clusters Score -2.660696e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 353949 members 
Entering Unmasked Estep 
Score: -26606984.000000 Penalty: 6339.756348
	Iteration 30Q: 3 clusters Score -2.660698e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 353936 members 
Entering Unmasked Estep 
Score: -26606970.000000 Penalty: 6339.756348
	Iteration 31Q: 3 clusters Score -2.660697e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 353920 members 
Entering Unmasked Estep 
Score: -26606982.000000 Penalty: 6339.756348
	Iteration 32Q: 3 clusters Score -2.660698e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 353903 members 
Entering Unmasked Estep 
Score: -26606984.000000 Penalty: 6339.756348
	Iteration 33Q: 3 clusters Score -2.660698e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 353888 members 
Entering Unmasked Estep 
Score: -26606992.000000 Penalty: 6339.756348
	Iteration 34Q: 3 clusters Score -2.660699e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 353881 members 
Entering Unmasked Estep 
Score: -26607034.000000 Penalty: 6339.756348
	Iteration 35Q: 3 clusters Score -2.660703e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 353876 members 
Entering Unmasked Estep 
Score: -26607008.000000 Penalty: 6339.756348
	Iteration 36Q: 3 clusters Score -2.660701e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 353869 members 
Entering Unmasked Estep 
Score: -26607024.000000 Penalty: 6339.756348
	Iteration 37Q: 3 clusters Score -2.660702e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 353866 members 
Entering Unmasked Estep 
Score: -26607038.000000 Penalty: 6339.756348
	Iteration 38Q: 3 clusters Score -2.660704e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 353863 members 
Entering Unmasked Estep 
Score: -26607050.000000 Penalty: 6339.756348
	Iteration 39Q: 3 clusters Score -2.660705e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 353861 members 
Entering Unmasked Estep 
Score: -26607034.000000 Penalty: 6339.756348
	Iteration 40F: 3 clusters Score -2.660703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 353859 members 
Entering Unmasked Estep 
Score: -26607050.000000 Penalty: 6339.756348
	Iteration 41Q: 3 clusters Score -2.660705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 353858 members 
Entering Unmasked Estep 
Score: -26607048.000000 Penalty: 6339.756348
	Iteration 42Q: 3 clusters Score -2.660705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 353859 members 
Entering Unmasked Estep 
Score: -26607052.000000 Penalty: 6339.756348
	Iteration 43Q: 3 clusters Score -2.660705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 353859 members 
Entering Unmasked Estep 
Score: -26607050.000000 Penalty: 6339.756348
	Iteration 44Q: 3 clusters Score -2.660705e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 353858 members 
Entering Unmasked Estep 
Score: -26607062.000000 Penalty: 6339.756348
	Iteration 45Q: 3 clusters Score -2.660706e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 353854 members 
Entering Unmasked Estep 
Score: -26607038.000000 Penalty: 6339.756348
	Iteration 46Q: 3 clusters Score -2.660704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 353850 members 
Entering Unmasked Estep 
Score: -26607030.000000 Penalty: 6339.756348
	Iteration 47Q: 3 clusters Score -2.660703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 353844 members 
Entering Unmasked Estep 
Score: -26607036.000000 Penalty: 6339.756348
	Iteration 48Q: 3 clusters Score -2.660704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 353841 members 
Entering Unmasked Estep 
Score: -26607042.000000 Penalty: 6339.756348
	Iteration 49Q: 3 clusters Score -2.660704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 353838 members 
Entering Unmasked Estep 
Score: -26607052.000000 Penalty: 6339.756348
	Iteration 50Q: 3 clusters Score -2.660705e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 353834 members 
Entering Unmasked Estep 
Score: -26607048.000000 Penalty: 6339.756348
	Iteration 51Q: 3 clusters Score -2.660705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 353832 members 
Entering Unmasked Estep 
Score: -26607046.000000 Penalty: 6339.756348
	Iteration 52Q: 3 clusters Score -2.660705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 353831 members 
Entering Unmasked Estep 
Score: -26607050.000000 Penalty: 6339.756348
	Iteration 53Q: 3 clusters Score -2.660705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 353826 members 
Entering Unmasked Estep 
Score: -26607062.000000 Penalty: 6339.756348
	Iteration 54Q: 3 clusters Score -2.660706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 353823 members 
Entering Unmasked Estep 
Score: -26607052.000000 Penalty: 6339.756348
	Iteration 55Q: 3 clusters Score -2.660705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 353819 members 
Entering Unmasked Estep 
Score: -26607046.000000 Penalty: 6339.756348
	Iteration 56Q: 3 clusters Score -2.660705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 353818 members 
Entering Unmasked Estep 
Score: -26607036.000000 Penalty: 6339.756348
	Iteration 57Q: 3 clusters Score -2.660704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 353815 members 
Entering Unmasked Estep 
Score: -26607048.000000 Penalty: 6339.756348
	Iteration 58Q: 3 clusters Score -2.660705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 353814 members 
Entering Unmasked Estep 
Score: -26607046.000000 Penalty: 6339.756348
	Iteration 59Q: 3 clusters Score -2.660705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 353807 members 
Entering Unmasked Estep 
Score: -26607034.000000 Penalty: 6339.756348
	Iteration 60F: 3 clusters Score -2.660703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 353803 members 
Entering Unmasked Estep 
Score: -26607058.000000 Penalty: 6339.756348
	Iteration 61Q: 3 clusters Score -2.660706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 353804 members 
Entering Unmasked Estep 
Score: -26607050.000000 Penalty: 6339.756348
	Iteration 62Q: 3 clusters Score -2.660705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 353804 members 
Entering Unmasked Estep 
Score: -26607050.000000 Penalty: 6339.756348
	Iteration 63F: 3 clusters Score -2.660705e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Entering Unmasked Estep 
Score: -3041130.000000 Penalty: 2619.527832
	Iteration 0F: 2 clusters Score -3041130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -3014826.750000 Penalty: 5239.055664
	Iteration 0F: 3 clusters Score -3014827 nChanged 17680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -3024323.500000 Penalty: 5239.055664
	Iteration 1F: 3 clusters Score -3024324 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -3024841.500000 Penalty: 5239.055664
	Iteration 2Q: 3 clusters Score -3024842 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -3025332.250000 Penalty: 5239.055664
	Iteration 3Q: 3 clusters Score -3025332 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -3025926.750000 Penalty: 5239.055664
	Iteration 4Q: 3 clusters Score -3025927 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -3026638.250000 Penalty: 5239.055664
	Iteration 5Q: 3 clusters Score -3026638 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -3027627.750000 Penalty: 5239.055664
	Iteration 6Q: 3 clusters Score -3027628 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -3029027.000000 Penalty: 5239.055664
	Iteration 7F: 3 clusters Score -3029027 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -3030862.250000 Penalty: 5239.055664
	Iteration 8F: 3 clusters Score -3030862 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -3032844.000000 Penalty: 5239.055664
	Iteration 9F: 3 clusters Score -3032844 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -3034606.250000 Penalty: 5239.055664
	Iteration 10F: 3 clusters Score -3034606 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -3035930.000000 Penalty: 5239.055664
	Iteration 11Q: 3 clusters Score -3035930 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -3036793.500000 Penalty: 5239.055664
	Iteration 12Q: 3 clusters Score -3036794 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -3037394.000000 Penalty: 5239.055664
	Iteration 13Q: 3 clusters Score -3037394 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -3037789.000000 Penalty: 5239.055664
	Iteration 14Q: 3 clusters Score -3037789 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -3038028.250000 Penalty: 5239.055664
	Iteration 15Q: 3 clusters Score -3038028 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -3038187.000000 Penalty: 5239.055664
	Iteration 16Q: 3 clusters Score -3038187 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -3038277.000000 Penalty: 5239.055664
	Iteration 17Q: 3 clusters Score -3038277 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -3038377.000000 Penalty: 5239.055664
	Iteration 18Q: 3 clusters Score -3038377 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -3038461.750000 Penalty: 5239.055664
	Iteration 19Q: 3 clusters Score -3038462 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -3038534.250000 Penalty: 5239.055664
	Iteration 20F: 3 clusters Score -3038534 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -3038624.000000 Penalty: 5239.055664
	Iteration 21Q: 3 clusters Score -3038624 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -3038688.500000 Penalty: 5239.055664
	Iteration 22Q: 3 clusters Score -3038688 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -3038742.000000 Penalty: 5239.055664
	Iteration 23Q: 3 clusters Score -3038742 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -3038777.750000 Penalty: 5239.055664
	Iteration 24Q: 3 clusters Score -3038778 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -3038817.250000 Penalty: 5239.055664
	Iteration 25Q: 3 clusters Score -3038817 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -3038840.000000 Penalty: 5239.055664
	Iteration 26Q: 3 clusters Score -3038840 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -3038865.250000 Penalty: 5239.055664
	Iteration 27Q: 3 clusters Score -3038865 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -3038887.000000 Penalty: 5239.055664
	Iteration 28Q: 3 clusters Score -3038887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -3038893.500000 Penalty: 5239.055664
	Iteration 29Q: 3 clusters Score -3038894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -3038903.000000 Penalty: 5239.055664
	Iteration 30Q: 3 clusters Score -3038903 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -3038905.750000 Penalty: 5239.055664
	Iteration 31Q: 3 clusters Score -3038906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -3038920.250000 Penalty: 5239.055664
	Iteration 32Q: 3 clusters Score -3038920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -3038933.000000 Penalty: 5239.055664
	Iteration 33Q: 3 clusters Score -3038933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -3038935.500000 Penalty: 5239.055664
	Iteration 34Q: 3 clusters Score -3038936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -3038938.000000 Penalty: 5239.055664
	Iteration 35Q: 3 clusters Score -3038938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -3038934.750000 Penalty: 5239.055664
	Iteration 36Q: 3 clusters Score -3038935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -3038940.500000 Penalty: 5239.055664
	Iteration 37Q: 3 clusters Score -3038940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -3038945.250000 Penalty: 5239.055664
	Iteration 38Q: 3 clusters Score -3038945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -3038951.000000 Penalty: 5239.055664
	Iteration 39Q: 3 clusters Score -3038951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -3038952.000000 Penalty: 5239.055664
	Iteration 40F: 3 clusters Score -3038952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -3038951.500000 Penalty: 5239.055664
	Iteration 41Q: 3 clusters Score -3038952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -3038952.000000 Penalty: 5239.055664
	Iteration 42Q: 3 clusters Score -3038952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -3038953.000000 Penalty: 5239.055664
	Iteration 43Q: 3 clusters Score -3038953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -3038953.750000 Penalty: 5239.055664
	Iteration 44Q: 3 clusters Score -3038954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -3038954.250000 Penalty: 5239.055664
	Iteration 45Q: 3 clusters Score -3038954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -3038954.250000 Penalty: 5239.055664
	Iteration 46Q: 3 clusters Score -3038954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -3038952.000000 Penalty: 5239.055664
	Iteration 47Q: 3 clusters Score -3038952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -3038952.000000 Penalty: 5239.055664
	Iteration 48F: 3 clusters Score -3038952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Entering Unmasked Estep 
Score: -247037.031250 Penalty: 2084.142578
	Iteration 0F: 2 clusters Score -247037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -242977.250000 Penalty: 4168.285156
	Iteration 0F: 3 clusters Score -242977.2 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -244594.546875 Penalty: 4168.285156
	Iteration 1F: 3 clusters Score -244594.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -245105.640625 Penalty: 4168.285156
	Iteration 2F: 3 clusters Score -245105.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -245374.468750 Penalty: 4168.285156
	Iteration 3F: 3 clusters Score -245374.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -245526.703125 Penalty: 4168.285156
	Iteration 4Q: 3 clusters Score -245526.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -245648.500000 Penalty: 4168.285156
	Iteration 5Q: 3 clusters Score -245648.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -245755.312500 Penalty: 4168.285156
	Iteration 6Q: 3 clusters Score -245755.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -245838.031250 Penalty: 4168.285156
	Iteration 7Q: 3 clusters Score -245838 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -245895.125000 Penalty: 4168.285156
	Iteration 8Q: 3 clusters Score -245895.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -245955.937500 Penalty: 4168.285156
	Iteration 9Q: 3 clusters Score -245955.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -246021.218750 Penalty: 4168.285156
	Iteration 10Q: 3 clusters Score -246021.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -246106.031250 Penalty: 4168.285156
	Iteration 11Q: 3 clusters Score -246106 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -246192.593750 Penalty: 4168.285156
	Iteration 12Q: 3 clusters Score -246192.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -246296.031250 Penalty: 4168.285156
	Iteration 13Q: 3 clusters Score -246296 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -246411.234375 Penalty: 4168.285156
	Iteration 14Q: 3 clusters Score -246411.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -246542.640625 Penalty: 4168.285156
	Iteration 15Q: 3 clusters Score -246542.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -246624.171875 Penalty: 4168.285156
	Iteration 16Q: 3 clusters Score -246624.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -246683.625000 Penalty: 4168.285156
	Iteration 17Q: 3 clusters Score -246683.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -246756.671875 Penalty: 4168.285156
	Iteration 18Q: 3 clusters Score -246756.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -246818.343750 Penalty: 4168.285156
	Iteration 19Q: 3 clusters Score -246818.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -246862.343750 Penalty: 4168.285156
	Iteration 20F: 3 clusters Score -246862.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -246886.953125 Penalty: 4168.285156
	Iteration 21Q: 3 clusters Score -246887 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -246910.531250 Penalty: 4168.285156
	Iteration 22Q: 3 clusters Score -246910.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -246931.687500 Penalty: 4168.285156
	Iteration 23Q: 3 clusters Score -246931.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -246952.078125 Penalty: 4168.285156
	Iteration 24Q: 3 clusters Score -246952.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -246966.921875 Penalty: 4168.285156
	Iteration 25Q: 3 clusters Score -246966.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -246977.968750 Penalty: 4168.285156
	Iteration 26Q: 3 clusters Score -246978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -246981.984375 Penalty: 4168.285156
	Iteration 27Q: 3 clusters Score -246982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -246986.453125 Penalty: 4168.285156
	Iteration 28Q: 3 clusters Score -246986.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -246991.140625 Penalty: 4168.285156
	Iteration 29Q: 3 clusters Score -246991.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -246995.296875 Penalty: 4168.285156
	Iteration 30Q: 3 clusters Score -246995.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -247001.062500 Penalty: 4168.285156
	Iteration 31Q: 3 clusters Score -247001.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -247006.046875 Penalty: 4168.285156
	Iteration 32Q: 3 clusters Score -247006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -247012.875000 Penalty: 4168.285156
	Iteration 33Q: 3 clusters Score -247012.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -247023.218750 Penalty: 4168.285156
	Iteration 34Q: 3 clusters Score -247023.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -247046.203125 Penalty: 4168.285156
	Iteration 35Q: 3 clusters Score -247046.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -247061.703125 Penalty: 4168.285156
	Iteration 36Q: 3 clusters Score -247061.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -247077.859375 Penalty: 4168.285156
	Iteration 37Q: 3 clusters Score -247077.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -247104.515625 Penalty: 4168.285156
	Iteration 38Q: 3 clusters Score -247104.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -247136.703125 Penalty: 4168.285156
	Iteration 39Q: 3 clusters Score -247136.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -247172.906250 Penalty: 4168.285156
	Iteration 40F: 3 clusters Score -247172.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -247209.312500 Penalty: 4168.285156
	Iteration 41Q: 3 clusters Score -247209.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -247251.125000 Penalty: 4168.285156
	Iteration 42Q: 3 clusters Score -247251.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -247297.750000 Penalty: 4168.285156
	Iteration 43Q: 3 clusters Score -247297.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -247347.640625 Penalty: 4168.285156
	Iteration 44Q: 3 clusters Score -247347.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -247392.312500 Penalty: 4168.285156
	Iteration 45Q: 3 clusters Score -247392.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -247432.968750 Penalty: 4168.285156
	Iteration 46Q: 3 clusters Score -247433 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -247470.093750 Penalty: 4168.285156
	Iteration 47Q: 3 clusters Score -247470.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -247495.703125 Penalty: 4168.285156
	Iteration 48Q: 3 clusters Score -247495.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -247507.562500 Penalty: 4168.285156
	Iteration 49Q: 3 clusters Score -247507.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -247515.406250 Penalty: 4168.285156
	Iteration 50Q: 3 clusters Score -247515.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -247521.906250 Penalty: 4168.285156
	Iteration 51Q: 3 clusters Score -247521.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -247528.484375 Penalty: 4168.285156
	Iteration 52Q: 3 clusters Score -247528.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -247534.968750 Penalty: 4168.285156
	Iteration 53Q: 3 clusters Score -247535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -247540.031250 Penalty: 4168.285156
	Iteration 54Q: 3 clusters Score -247540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -247542.140625 Penalty: 4168.285156
	Iteration 55Q: 3 clusters Score -247542.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -247544.718750 Penalty: 4168.285156
	Iteration 56Q: 3 clusters Score -247544.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -247546.218750 Penalty: 4168.285156
	Iteration 57Q: 3 clusters Score -247546.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -247547.359375 Penalty: 4168.285156
	Iteration 58Q: 3 clusters Score -247547.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -247547.500000 Penalty: 4168.285156
	Iteration 59Q: 3 clusters Score -247547.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -247548.343750 Penalty: 4168.285156
	Iteration 60F: 3 clusters Score -247548.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 207643 members 
Mstep: Class 3 contains 57622 members 
Mstep: Class 4 contains 6549 members 
Mstep: Class 5 contains 216648 members 
Mstep: Class 6 contains 9690 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80937 members 
Mstep: Class 10 contains 355673 members 
Mstep: Class 11 contains 38662 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130140 members 
Mstep: Class 17 contains 24313 members 
Mstep: Class 18 contains 27129 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11257 members 
Mstep: Class 21 contains 3929 members 
Mstep: Class 22 contains 12145 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35368 members 
Mstep: Class 30 contains 9547 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29200 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 3209 members 
Entering Unmasked Estep 
Score: -102300048.000000 Penalty: 158063.093750
Splitting cluster 12 changes total score from -102301248.000000 to -102300048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (4946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Entering Unmasked Estep 
Score: -353420.562500 Penalty: 2109.570801
	Iteration 0F: 2 clusters Score -353420.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -348933.250000 Penalty: 4219.141602
	Iteration 0F: 3 clusters Score -348933.2 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -350125.718750 Penalty: 4219.141602
	Iteration 1F: 3 clusters Score -350125.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -350437.062500 Penalty: 4219.141602
	Iteration 2F: 3 clusters Score -350437.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -350685.843750 Penalty: 4219.141602
	Iteration 3F: 3 clusters Score -350685.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -350937.906250 Penalty: 4219.141602
	Iteration 4F: 3 clusters Score -350937.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -351153.562500 Penalty: 4219.141602
	Iteration 5Q: 3 clusters Score -351153.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -351346.250000 Penalty: 4219.141602
	Iteration 6Q: 3 clusters Score -351346.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -351556.750000 Penalty: 4219.141602
	Iteration 7Q: 3 clusters Score -351556.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -351753.125000 Penalty: 4219.141602
	Iteration 8Q: 3 clusters Score -351753.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -351934.343750 Penalty: 4219.141602
	Iteration 9Q: 3 clusters Score -351934.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -352056.062500 Penalty: 4219.141602
	Iteration 10Q: 3 clusters Score -352056.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -352146.000000 Penalty: 4219.141602
	Iteration 11Q: 3 clusters Score -352146 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -352198.843750 Penalty: 4219.141602
	Iteration 12Q: 3 clusters Score -352198.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -352243.937500 Penalty: 4219.141602
	Iteration 13Q: 3 clusters Score -352243.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -352276.000000 Penalty: 4219.141602
	Iteration 14Q: 3 clusters Score -352276 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -352303.781250 Penalty: 4219.141602
	Iteration 15Q: 3 clusters Score -352303.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -352326.656250 Penalty: 4219.141602
	Iteration 16Q: 3 clusters Score -352326.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -352341.781250 Penalty: 4219.141602
	Iteration 17Q: 3 clusters Score -352341.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -352353.843750 Penalty: 4219.141602
	Iteration 18Q: 3 clusters Score -352353.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -352359.218750 Penalty: 4219.141602
	Iteration 19Q: 3 clusters Score -352359.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -352364.781250 Penalty: 4219.141602
	Iteration 20F: 3 clusters Score -352364.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -352372.500000 Penalty: 4219.141602
	Iteration 21Q: 3 clusters Score -352372.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -352378.718750 Penalty: 4219.141602
	Iteration 22Q: 3 clusters Score -352378.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -352383.250000 Penalty: 4219.141602
	Iteration 23Q: 3 clusters Score -352383.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -352387.062500 Penalty: 4219.141602
	Iteration 24Q: 3 clusters Score -352387.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -352389.093750 Penalty: 4219.141602
	Iteration 25Q: 3 clusters Score -352389.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -352392.281250 Penalty: 4219.141602
	Iteration 26Q: 3 clusters Score -352392.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -352396.625000 Penalty: 4219.141602
	Iteration 27Q: 3 clusters Score -352396.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -352400.937500 Penalty: 4219.141602
	Iteration 28Q: 3 clusters Score -352400.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -352406.625000 Penalty: 4219.141602
	Iteration 29Q: 3 clusters Score -352406.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -352411.875000 Penalty: 4219.141602
	Iteration 30Q: 3 clusters Score -352411.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -352420.250000 Penalty: 4219.141602
	Iteration 31Q: 3 clusters Score -352420.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -352427.562500 Penalty: 4219.141602
	Iteration 32Q: 3 clusters Score -352427.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -352434.437500 Penalty: 4219.141602
	Iteration 33Q: 3 clusters Score -352434.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -352440.187500 Penalty: 4219.141602
	Iteration 34Q: 3 clusters Score -352440.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -352444.687500 Penalty: 4219.141602
	Iteration 35Q: 3 clusters Score -352444.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -352450.062500 Penalty: 4219.141602
	Iteration 36Q: 3 clusters Score -352450.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -352452.125000 Penalty: 4219.141602
	Iteration 37Q: 3 clusters Score -352452.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -352455.843750 Penalty: 4219.141602
	Iteration 38Q: 3 clusters Score -352455.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -352459.343750 Penalty: 4219.141602
	Iteration 39Q: 3 clusters Score -352459.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -352465.531250 Penalty: 4219.141602
	Iteration 40F: 3 clusters Score -352465.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -352471.906250 Penalty: 4219.141602
	Iteration 41Q: 3 clusters Score -352471.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -352477.218750 Penalty: 4219.141602
	Iteration 42Q: 3 clusters Score -352477.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -352479.812500 Penalty: 4219.141602
	Iteration 43Q: 3 clusters Score -352479.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -352482.218750 Penalty: 4219.141602
	Iteration 44Q: 3 clusters Score -352482.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -352486.218750 Penalty: 4219.141602
	Iteration 45Q: 3 clusters Score -352486.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -352487.218750 Penalty: 4219.141602
	Iteration 46Q: 3 clusters Score -352487.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -352486.281250 Penalty: 4219.141602
	Iteration 47Q: 3 clusters Score -352486.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -352487.625000 Penalty: 4219.141602
	Iteration 48Q: 3 clusters Score -352487.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -352487.625000 Penalty: 4219.141602
	Iteration 49Q: 3 clusters Score -352487.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -352490.187500 Penalty: 4219.141602
	Iteration 50Q: 3 clusters Score -352490.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -352494.218750 Penalty: 4219.141602
	Iteration 51Q: 3 clusters Score -352494.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -352496.718750 Penalty: 4219.141602
	Iteration 52Q: 3 clusters Score -352496.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -352497.656250 Penalty: 4219.141602
	Iteration 53Q: 3 clusters Score -352497.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -352499.312500 Penalty: 4219.141602
	Iteration 54Q: 3 clusters Score -352499.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -352500.875000 Penalty: 4219.141602
	Iteration 55Q: 3 clusters Score -352500.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -352502.000000 Penalty: 4219.141602
	Iteration 56Q: 3 clusters Score -352502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -352502.656250 Penalty: 4219.141602
	Iteration 57Q: 3 clusters Score -352502.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -352503.281250 Penalty: 4219.141602
	Iteration 58Q: 3 clusters Score -352503.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -352504.156250 Penalty: 4219.141602
	Iteration 59Q: 3 clusters Score -352504.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -352504.375000 Penalty: 4219.141602
	Iteration 60F: 3 clusters Score -352504.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -352505.687500 Penalty: 4219.141602
	Iteration 61Q: 3 clusters Score -352505.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -352504.812500 Penalty: 4219.141602
	Iteration 62Q: 3 clusters Score -352504.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -352504.968750 Penalty: 4219.141602
	Iteration 63Q: 3 clusters Score -352505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -352504.968750 Penalty: 4219.141602
	Iteration 64F: 3 clusters Score -352505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Entering Unmasked Estep 
Score: -549142.437500 Penalty: 2202.729736
	Iteration 0F: 2 clusters Score -549142.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -543151.187500 Penalty: 4405.459473
	Iteration 0F: 3 clusters Score -543151.2 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -544692.875000 Penalty: 4405.459473
	Iteration 1F: 3 clusters Score -544692.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -544958.750000 Penalty: 4405.459473
	Iteration 2F: 3 clusters Score -544958.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -545133.000000 Penalty: 4405.459473
	Iteration 3F: 3 clusters Score -545133 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -545262.687500 Penalty: 4405.459473
	Iteration 4Q: 3 clusters Score -545262.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -545375.750000 Penalty: 4405.459473
	Iteration 5Q: 3 clusters Score -545375.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -545481.062500 Penalty: 4405.459473
	Iteration 6Q: 3 clusters Score -545481.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -545583.500000 Penalty: 4405.459473
	Iteration 7Q: 3 clusters Score -545583.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -545679.250000 Penalty: 4405.459473
	Iteration 8Q: 3 clusters Score -545679.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -545782.500000 Penalty: 4405.459473
	Iteration 9Q: 3 clusters Score -545782.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -545885.250000 Penalty: 4405.459473
	Iteration 10Q: 3 clusters Score -545885.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -545993.812500 Penalty: 4405.459473
	Iteration 11Q: 3 clusters Score -545993.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -546131.687500 Penalty: 4405.459473
	Iteration 12Q: 3 clusters Score -546131.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -546298.937500 Penalty: 4405.459473
	Iteration 13Q: 3 clusters Score -546298.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -546473.875000 Penalty: 4405.459473
	Iteration 14Q: 3 clusters Score -546473.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -546641.750000 Penalty: 4405.459473
	Iteration 15Q: 3 clusters Score -546641.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -546766.687500 Penalty: 4405.459473
	Iteration 16Q: 3 clusters Score -546766.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -546858.625000 Penalty: 4405.459473
	Iteration 17Q: 3 clusters Score -546858.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -546925.875000 Penalty: 4405.459473
	Iteration 18Q: 3 clusters Score -546925.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -546978.562500 Penalty: 4405.459473
	Iteration 19Q: 3 clusters Score -546978.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -547026.562500 Penalty: 4405.459473
	Iteration 20F: 3 clusters Score -547026.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -547064.062500 Penalty: 4405.459473
	Iteration 21Q: 3 clusters Score -547064.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -547102.187500 Penalty: 4405.459473
	Iteration 22Q: 3 clusters Score -547102.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -547135.687500 Penalty: 4405.459473
	Iteration 23Q: 3 clusters Score -547135.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -547166.125000 Penalty: 4405.459473
	Iteration 24Q: 3 clusters Score -547166.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -547192.750000 Penalty: 4405.459473
	Iteration 25Q: 3 clusters Score -547192.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -547214.750000 Penalty: 4405.459473
	Iteration 26Q: 3 clusters Score -547214.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -547228.437500 Penalty: 4405.459473
	Iteration 27Q: 3 clusters Score -547228.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -547241.437500 Penalty: 4405.459473
	Iteration 28Q: 3 clusters Score -547241.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -547255.187500 Penalty: 4405.459473
	Iteration 29Q: 3 clusters Score -547255.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -547270.375000 Penalty: 4405.459473
	Iteration 30Q: 3 clusters Score -547270.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -547278.625000 Penalty: 4405.459473
	Iteration 31Q: 3 clusters Score -547278.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -547284.937500 Penalty: 4405.459473
	Iteration 32Q: 3 clusters Score -547284.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -547293.687500 Penalty: 4405.459473
	Iteration 33Q: 3 clusters Score -547293.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -547300.812500 Penalty: 4405.459473
	Iteration 34Q: 3 clusters Score -547300.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -547307.250000 Penalty: 4405.459473
	Iteration 35Q: 3 clusters Score -547307.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -547314.687500 Penalty: 4405.459473
	Iteration 36Q: 3 clusters Score -547314.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -547317.687500 Penalty: 4405.459473
	Iteration 37Q: 3 clusters Score -547317.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -547319.375000 Penalty: 4405.459473
	Iteration 38Q: 3 clusters Score -547319.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -547319.437500 Penalty: 4405.459473
	Iteration 39Q: 3 clusters Score -547319.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -547320.875000 Penalty: 4405.459473
	Iteration 40F: 3 clusters Score -547320.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -547321.625000 Penalty: 4405.459473
	Iteration 41Q: 3 clusters Score -547321.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -547321.625000 Penalty: 4405.459473
	Iteration 42F: 3 clusters Score -547321.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Entering Unmasked Estep 
Score: -478045.375000 Penalty: 2173.640137
	Iteration 0F: 2 clusters Score -478045.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -472635.687500 Penalty: 4347.280273
	Iteration 0F: 3 clusters Score -472635.7 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -474094.781250 Penalty: 4347.280273
	Iteration 1F: 3 clusters Score -474094.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -474502.000000 Penalty: 4347.280273
	Iteration 2F: 3 clusters Score -474502 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -474897.937500 Penalty: 4347.280273
	Iteration 3F: 3 clusters Score -474897.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -475274.062500 Penalty: 4347.280273
	Iteration 4F: 3 clusters Score -475274.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -475594.281250 Penalty: 4347.280273
	Iteration 5F: 3 clusters Score -475594.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -475861.593750 Penalty: 4347.280273
	Iteration 6Q: 3 clusters Score -475861.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -476068.593750 Penalty: 4347.280273
	Iteration 7Q: 3 clusters Score -476068.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -476227.625000 Penalty: 4347.280273
	Iteration 8Q: 3 clusters Score -476227.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -476342.906250 Penalty: 4347.280273
	Iteration 9Q: 3 clusters Score -476342.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -476433.187500 Penalty: 4347.280273
	Iteration 10Q: 3 clusters Score -476433.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -476496.656250 Penalty: 4347.280273
	Iteration 11Q: 3 clusters Score -476496.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -476565.156250 Penalty: 4347.280273
	Iteration 12Q: 3 clusters Score -476565.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -476612.656250 Penalty: 4347.280273
	Iteration 13Q: 3 clusters Score -476612.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -476647.062500 Penalty: 4347.280273
	Iteration 14Q: 3 clusters Score -476647.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -476671.843750 Penalty: 4347.280273
	Iteration 15Q: 3 clusters Score -476671.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -476685.625000 Penalty: 4347.280273
	Iteration 16Q: 3 clusters Score -476685.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -476695.812500 Penalty: 4347.280273
	Iteration 17Q: 3 clusters Score -476695.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -476704.156250 Penalty: 4347.280273
	Iteration 18Q: 3 clusters Score -476704.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -476711.218750 Penalty: 4347.280273
	Iteration 19Q: 3 clusters Score -476711.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -476715.843750 Penalty: 4347.280273
	Iteration 20F: 3 clusters Score -476715.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -476719.718750 Penalty: 4347.280273
	Iteration 21Q: 3 clusters Score -476719.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -476724.187500 Penalty: 4347.280273
	Iteration 22Q: 3 clusters Score -476724.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -476726.781250 Penalty: 4347.280273
	Iteration 23Q: 3 clusters Score -476726.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -476731.718750 Penalty: 4347.280273
	Iteration 24Q: 3 clusters Score -476731.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -476735.437500 Penalty: 4347.280273
	Iteration 25Q: 3 clusters Score -476735.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -476738.781250 Penalty: 4347.280273
	Iteration 26Q: 3 clusters Score -476738.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -476740.281250 Penalty: 4347.280273
	Iteration 27Q: 3 clusters Score -476740.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -476743.062500 Penalty: 4347.280273
	Iteration 28Q: 3 clusters Score -476743.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -476745.125000 Penalty: 4347.280273
	Iteration 29Q: 3 clusters Score -476745.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -476747.937500 Penalty: 4347.280273
	Iteration 30Q: 3 clusters Score -476747.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -476752.156250 Penalty: 4347.280273
	Iteration 31Q: 3 clusters Score -476752.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -476754.906250 Penalty: 4347.280273
	Iteration 32Q: 3 clusters Score -476754.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -476759.218750 Penalty: 4347.280273
	Iteration 33Q: 3 clusters Score -476759.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -476764.281250 Penalty: 4347.280273
	Iteration 34Q: 3 clusters Score -476764.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -476770.000000 Penalty: 4347.280273
	Iteration 35Q: 3 clusters Score -476770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -476775.312500 Penalty: 4347.280273
	Iteration 36Q: 3 clusters Score -476775.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -476781.375000 Penalty: 4347.280273
	Iteration 37Q: 3 clusters Score -476781.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -476782.500000 Penalty: 4347.280273
	Iteration 38Q: 3 clusters Score -476782.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -476783.968750 Penalty: 4347.280273
	Iteration 39Q: 3 clusters Score -476784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -476786.531250 Penalty: 4347.280273
	Iteration 40F: 3 clusters Score -476786.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -476785.531250 Penalty: 4347.280273
	Iteration 41Q: 3 clusters Score -476785.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -476786.375000 Penalty: 4347.280273
	Iteration 42Q: 3 clusters Score -476786.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -476786.781250 Penalty: 4347.280273
	Iteration 43Q: 3 clusters Score -476786.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -476787.031250 Penalty: 4347.280273
	Iteration 44Q: 3 clusters Score -476787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -476787.093750 Penalty: 4347.280273
	Iteration 45Q: 3 clusters Score -476787.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -476787.500000 Penalty: 4347.280273
	Iteration 46Q: 3 clusters Score -476787.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -476789.562500 Penalty: 4347.280273
	Iteration 47Q: 3 clusters Score -476789.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -476789.937500 Penalty: 4347.280273
	Iteration 48Q: 3 clusters Score -476789.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -476790.000000 Penalty: 4347.280273
	Iteration 49Q: 3 clusters Score -476790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -476790.562500 Penalty: 4347.280273
	Iteration 50Q: 3 clusters Score -476790.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -476790.781250 Penalty: 4347.280273
	Iteration 51Q: 3 clusters Score -476790.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -476791.687500 Penalty: 4347.280273
	Iteration 52Q: 3 clusters Score -476791.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -476792.468750 Penalty: 4347.280273
	Iteration 53Q: 3 clusters Score -476792.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -476793.812500 Penalty: 4347.280273
	Iteration 54Q: 3 clusters Score -476793.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -476794.968750 Penalty: 4347.280273
	Iteration 55Q: 3 clusters Score -476795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -476795.875000 Penalty: 4347.280273
	Iteration 56Q: 3 clusters Score -476795.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -476796.500000 Penalty: 4347.280273
	Iteration 57Q: 3 clusters Score -476796.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -476797.468750 Penalty: 4347.280273
	Iteration 58Q: 3 clusters Score -476797.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -476798.375000 Penalty: 4347.280273
	Iteration 59Q: 3 clusters Score -476798.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -476799.375000 Penalty: 4347.280273
	Iteration 60F: 3 clusters Score -476799.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130140 members 
Entering Unmasked Estep 
Score: -9943587.000000 Penalty: 2920.538818
	Iteration 0F: 2 clusters Score -9943587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65186 members 
Mstep: Class 2 contains 64954 members 
Entering Unmasked Estep 
Score: -9856431.000000 Penalty: 5841.077637
	Iteration 0F: 3 clusters Score -9856431 nChanged 62055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65099 members 
Mstep: Class 2 contains 65041 members 
Entering Unmasked Estep 
Score: -9892685.000000 Penalty: 5841.077637
	Iteration 1F: 3 clusters Score -9892685 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64873 members 
Mstep: Class 2 contains 65267 members 
Entering Unmasked Estep 
Score: -9893728.000000 Penalty: 5841.077637
	Iteration 2Q: 3 clusters Score -9893728 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64483 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -9895049.000000 Penalty: 5841.077637
	Iteration 3Q: 3 clusters Score -9895049 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63949 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -9896649.000000 Penalty: 5841.077637
	Iteration 4Q: 3 clusters Score -9896649 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 66776 members 
Entering Unmasked Estep 
Score: -9898850.000000 Penalty: 5841.077637
	Iteration 5Q: 3 clusters Score -9898850 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62864 members 
Mstep: Class 2 contains 67276 members 
Entering Unmasked Estep 
Score: -9901346.000000 Penalty: 5841.077637
	Iteration 6Q: 3 clusters Score -9901346 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 67465 members 
Entering Unmasked Estep 
Score: -9904264.000000 Penalty: 5841.077637
	Iteration 7Q: 3 clusters Score -9904264 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63007 members 
Mstep: Class 2 contains 67133 members 
Entering Unmasked Estep 
Score: -9907191.000000 Penalty: 5841.077637
	Iteration 8Q: 3 clusters Score -9907191 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64034 members 
Mstep: Class 2 contains 66106 members 
Entering Unmasked Estep 
Score: -9910014.000000 Penalty: 5841.077637
	Iteration 9Q: 3 clusters Score -9910014 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65730 members 
Mstep: Class 2 contains 64410 members 
Entering Unmasked Estep 
Score: -9912749.000000 Penalty: 5841.077637
	Iteration 10Q: 3 clusters Score -9912749 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68208 members 
Mstep: Class 2 contains 61932 members 
Entering Unmasked Estep 
Score: -9915409.000000 Penalty: 5841.077637
	Iteration 11Q: 3 clusters Score -9915409 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71369 members 
Mstep: Class 2 contains 58771 members 
Entering Unmasked Estep 
Score: -9918172.000000 Penalty: 5841.077637
	Iteration 12Q: 3 clusters Score -9918172 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74982 members 
Mstep: Class 2 contains 55158 members 
Entering Unmasked Estep 
Score: -9920975.000000 Penalty: 5841.077637
	Iteration 13Q: 3 clusters Score -9920975 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78541 members 
Mstep: Class 2 contains 51599 members 
Entering Unmasked Estep 
Score: -9923493.000000 Penalty: 5841.077637
	Iteration 14Q: 3 clusters Score -9923493 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81806 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -9925523.000000 Penalty: 5841.077637
	Iteration 15Q: 3 clusters Score -9925523 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84845 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -9927180.000000 Penalty: 5841.077637
	Iteration 16Q: 3 clusters Score -9927180 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87511 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -9928465.000000 Penalty: 5841.077637
	Iteration 17Q: 3 clusters Score -9928465 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89875 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -9929452.000000 Penalty: 5841.077637
	Iteration 18Q: 3 clusters Score -9929452 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92083 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -9930364.000000 Penalty: 5841.077637
	Iteration 19Q: 3 clusters Score -9930364 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93940 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -9931077.000000 Penalty: 5841.077637
	Iteration 20F: 3 clusters Score -9931077 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95656 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -9931650.000000 Penalty: 5841.077637
	Iteration 21Q: 3 clusters Score -9931650 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97208 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -9932091.000000 Penalty: 5841.077637
	Iteration 22Q: 3 clusters Score -9932091 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98682 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -9932483.000000 Penalty: 5841.077637
	Iteration 23Q: 3 clusters Score -9932483 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100088 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -9932828.000000 Penalty: 5841.077637
	Iteration 24Q: 3 clusters Score -9932828 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101495 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -9933153.000000 Penalty: 5841.077637
	Iteration 25Q: 3 clusters Score -9933153 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102844 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -9933498.000000 Penalty: 5841.077637
	Iteration 26Q: 3 clusters Score -9933498 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104164 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -9933757.000000 Penalty: 5841.077637
	Iteration 27Q: 3 clusters Score -9933757 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105417 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -9933978.000000 Penalty: 5841.077637
	Iteration 28Q: 3 clusters Score -9933978 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106735 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -9934329.000000 Penalty: 5841.077637
	Iteration 29Q: 3 clusters Score -9934329 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108008 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -9934567.000000 Penalty: 5841.077637
	Iteration 30Q: 3 clusters Score -9934567 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109290 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -9934865.000000 Penalty: 5841.077637
	Iteration 31Q: 3 clusters Score -9934865 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110557 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -9935205.000000 Penalty: 5841.077637
	Iteration 32Q: 3 clusters Score -9935205 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111799 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -9935567.000000 Penalty: 5841.077637
	Iteration 33Q: 3 clusters Score -9935567 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113041 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -9935862.000000 Penalty: 5841.077637
	Iteration 34Q: 3 clusters Score -9935862 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114345 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -9936154.000000 Penalty: 5841.077637
	Iteration 35Q: 3 clusters Score -9936154 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115620 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -9936540.000000 Penalty: 5841.077637
	Iteration 36Q: 3 clusters Score -9936540 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116920 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -9936995.000000 Penalty: 5841.077637
	Iteration 37Q: 3 clusters Score -9936995 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118239 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -9937500.000000 Penalty: 5841.077637
	Iteration 38Q: 3 clusters Score -9937500 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119481 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -9938004.000000 Penalty: 5841.077637
	Iteration 39Q: 3 clusters Score -9938004 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120691 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -9938561.000000 Penalty: 5841.077637
	Iteration 40F: 3 clusters Score -9938561 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121828 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -9939042.000000 Penalty: 5841.077637
	Iteration 41Q: 3 clusters Score -9939042 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122890 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -9939499.000000 Penalty: 5841.077637
	Iteration 42Q: 3 clusters Score -9939499 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123807 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -9939864.000000 Penalty: 5841.077637
	Iteration 43Q: 3 clusters Score -9939864 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124555 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -9940199.000000 Penalty: 5841.077637
	Iteration 44Q: 3 clusters Score -9940199 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125168 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -9940471.000000 Penalty: 5841.077637
	Iteration 45Q: 3 clusters Score -9940471 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125675 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -9940660.000000 Penalty: 5841.077637
	Iteration 46Q: 3 clusters Score -9940660 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126103 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -9940853.000000 Penalty: 5841.077637
	Iteration 47Q: 3 clusters Score -9940853 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126454 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -9941019.000000 Penalty: 5841.077637
	Iteration 48Q: 3 clusters Score -9941019 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126693 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -9941128.000000 Penalty: 5841.077637
	Iteration 49Q: 3 clusters Score -9941128 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126863 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -9941226.000000 Penalty: 5841.077637
	Iteration 50Q: 3 clusters Score -9941226 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127024 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -9941274.000000 Penalty: 5841.077637
	Iteration 51Q: 3 clusters Score -9941274 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127169 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -9941336.000000 Penalty: 5841.077637
	Iteration 52Q: 3 clusters Score -9941336 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127285 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -9941371.000000 Penalty: 5841.077637
	Iteration 53Q: 3 clusters Score -9941371 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127363 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -9941388.000000 Penalty: 5841.077637
	Iteration 54Q: 3 clusters Score -9941388 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127420 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -9941422.000000 Penalty: 5841.077637
	Iteration 55Q: 3 clusters Score -9941422 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127460 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -9941461.000000 Penalty: 5841.077637
	Iteration 56Q: 3 clusters Score -9941461 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127501 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -9941494.000000 Penalty: 5841.077637
	Iteration 57Q: 3 clusters Score -9941494 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127537 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -9941510.000000 Penalty: 5841.077637
	Iteration 58Q: 3 clusters Score -9941510 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127575 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -9941531.000000 Penalty: 5841.077637
	Iteration 59Q: 3 clusters Score -9941531 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127614 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -9941518.000000 Penalty: 5841.077637
	Iteration 60F: 3 clusters Score -9941518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127648 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -9941543.000000 Penalty: 5841.077637
	Iteration 61Q: 3 clusters Score -9941543 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127676 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -9941537.000000 Penalty: 5841.077637
	Iteration 62Q: 3 clusters Score -9941537 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127693 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -9941568.000000 Penalty: 5841.077637
	Iteration 63Q: 3 clusters Score -9941568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127713 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -9941565.000000 Penalty: 5841.077637
	Iteration 64Q: 3 clusters Score -9941565 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127734 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -9941567.000000 Penalty: 5841.077637
	Iteration 65Q: 3 clusters Score -9941567 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127750 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -9941569.000000 Penalty: 5841.077637
	Iteration 66Q: 3 clusters Score -9941569 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127773 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -9941582.000000 Penalty: 5841.077637
	Iteration 67Q: 3 clusters Score -9941582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127801 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -9941591.000000 Penalty: 5841.077637
	Iteration 68Q: 3 clusters Score -9941591 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127821 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -9941604.000000 Penalty: 5841.077637
	Iteration 69Q: 3 clusters Score -9941604 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127842 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -9941602.000000 Penalty: 5841.077637
	Iteration 70Q: 3 clusters Score -9941602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127855 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -9941615.000000 Penalty: 5841.077637
	Iteration 71Q: 3 clusters Score -9941615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127871 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -9941634.000000 Penalty: 5841.077637
	Iteration 72Q: 3 clusters Score -9941634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127886 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -9941634.000000 Penalty: 5841.077637
	Iteration 73Q: 3 clusters Score -9941634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127894 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -9941639.000000 Penalty: 5841.077637
	Iteration 74Q: 3 clusters Score -9941639 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127904 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -9941660.000000 Penalty: 5841.077637
	Iteration 75Q: 3 clusters Score -9941660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127911 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -9941639.000000 Penalty: 5841.077637
	Iteration 76Q: 3 clusters Score -9941639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127925 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -9941657.000000 Penalty: 5841.077637
	Iteration 77Q: 3 clusters Score -9941657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127930 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -9941648.000000 Penalty: 5841.077637
	Iteration 78Q: 3 clusters Score -9941648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127932 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -9941656.000000 Penalty: 5841.077637
	Iteration 79Q: 3 clusters Score -9941656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127940 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -9941661.000000 Penalty: 5841.077637
	Iteration 80F: 3 clusters Score -9941661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127948 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -9941647.000000 Penalty: 5841.077637
	Iteration 81Q: 3 clusters Score -9941647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127949 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -9941659.000000 Penalty: 5841.077637
	Iteration 82Q: 3 clusters Score -9941659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127954 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -9941654.000000 Penalty: 5841.077637
	Iteration 83Q: 3 clusters Score -9941654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127959 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -9941655.000000 Penalty: 5841.077637
	Iteration 84Q: 3 clusters Score -9941655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127959 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -9941655.000000 Penalty: 5841.077637
	Iteration 85Q: 3 clusters Score -9941655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127961 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -9941652.000000 Penalty: 5841.077637
	Iteration 86Q: 3 clusters Score -9941652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127961 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -9941652.000000 Penalty: 5841.077637
	Iteration 87F: 3 clusters Score -9941652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Entering Unmasked Estep 
Score: -1621993.875000 Penalty: 2504.494141
	Iteration 0F: 2 clusters Score -1621994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1605065.625000 Penalty: 5008.988281
	Iteration 0F: 3 clusters Score -1605066 nChanged 10836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1611241.625000 Penalty: 5008.988281
	Iteration 1F: 3 clusters Score -1611242 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1611759.250000 Penalty: 5008.988281
	Iteration 2F: 3 clusters Score -1611759 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1612255.500000 Penalty: 5008.988281
	Iteration 3Q: 3 clusters Score -1612256 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1612719.875000 Penalty: 5008.988281
	Iteration 4Q: 3 clusters Score -1612720 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1613217.000000 Penalty: 5008.988281
	Iteration 5Q: 3 clusters Score -1613217 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1613695.875000 Penalty: 5008.988281
	Iteration 6Q: 3 clusters Score -1613696 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1614216.125000 Penalty: 5008.988281
	Iteration 7Q: 3 clusters Score -1614216 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1614654.625000 Penalty: 5008.988281
	Iteration 8Q: 3 clusters Score -1614655 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1615042.750000 Penalty: 5008.988281
	Iteration 9Q: 3 clusters Score -1615043 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1615413.250000 Penalty: 5008.988281
	Iteration 10Q: 3 clusters Score -1615413 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1615755.000000 Penalty: 5008.988281
	Iteration 11Q: 3 clusters Score -1615755 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1616161.875000 Penalty: 5008.988281
	Iteration 12Q: 3 clusters Score -1616162 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1616576.875000 Penalty: 5008.988281
	Iteration 13Q: 3 clusters Score -1616577 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1616919.000000 Penalty: 5008.988281
	Iteration 14Q: 3 clusters Score -1616919 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1617220.875000 Penalty: 5008.988281
	Iteration 15Q: 3 clusters Score -1617221 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1617464.750000 Penalty: 5008.988281
	Iteration 16Q: 3 clusters Score -1617465 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1617689.500000 Penalty: 5008.988281
	Iteration 17Q: 3 clusters Score -1617690 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1617897.125000 Penalty: 5008.988281
	Iteration 18Q: 3 clusters Score -1617897 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1618107.250000 Penalty: 5008.988281
	Iteration 19Q: 3 clusters Score -1618107 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1618309.500000 Penalty: 5008.988281
	Iteration 20F: 3 clusters Score -1618310 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1618533.250000 Penalty: 5008.988281
	Iteration 21Q: 3 clusters Score -1618533 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1618751.000000 Penalty: 5008.988281
	Iteration 22Q: 3 clusters Score -1618751 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1618946.125000 Penalty: 5008.988281
	Iteration 23Q: 3 clusters Score -1618946 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1619152.625000 Penalty: 5008.988281
	Iteration 24Q: 3 clusters Score -1619153 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1619341.500000 Penalty: 5008.988281
	Iteration 25Q: 3 clusters Score -1619342 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1619523.875000 Penalty: 5008.988281
	Iteration 26Q: 3 clusters Score -1619524 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1619697.625000 Penalty: 5008.988281
	Iteration 27Q: 3 clusters Score -1619698 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1619828.375000 Penalty: 5008.988281
	Iteration 28Q: 3 clusters Score -1619828 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1619952.250000 Penalty: 5008.988281
	Iteration 29Q: 3 clusters Score -1619952 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1620065.000000 Penalty: 5008.988281
	Iteration 30Q: 3 clusters Score -1620065 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1620162.125000 Penalty: 5008.988281
	Iteration 31Q: 3 clusters Score -1620162 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1620242.375000 Penalty: 5008.988281
	Iteration 32Q: 3 clusters Score -1620242 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1620335.500000 Penalty: 5008.988281
	Iteration 33Q: 3 clusters Score -1620336 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1620419.375000 Penalty: 5008.988281
	Iteration 34Q: 3 clusters Score -1620419 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1620513.000000 Penalty: 5008.988281
	Iteration 35Q: 3 clusters Score -1620513 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1620605.625000 Penalty: 5008.988281
	Iteration 36Q: 3 clusters Score -1620606 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1620695.375000 Penalty: 5008.988281
	Iteration 37Q: 3 clusters Score -1620695 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1620759.500000 Penalty: 5008.988281
	Iteration 38Q: 3 clusters Score -1620760 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1620818.500000 Penalty: 5008.988281
	Iteration 39Q: 3 clusters Score -1620818 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1620879.750000 Penalty: 5008.988281
	Iteration 40F: 3 clusters Score -1620880 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1620926.125000 Penalty: 5008.988281
	Iteration 41Q: 3 clusters Score -1620926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1620940.000000 Penalty: 5008.988281
	Iteration 42Q: 3 clusters Score -1620940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1620948.000000 Penalty: 5008.988281
	Iteration 43Q: 3 clusters Score -1620948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1620953.625000 Penalty: 5008.988281
	Iteration 44Q: 3 clusters Score -1620954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1620953.875000 Penalty: 5008.988281
	Iteration 45Q: 3 clusters Score -1620954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1620954.250000 Penalty: 5008.988281
	Iteration 46Q: 3 clusters Score -1620954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1620954.500000 Penalty: 5008.988281
	Iteration 47Q: 3 clusters Score -1620954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1620961.250000 Penalty: 5008.988281
	Iteration 48Q: 3 clusters Score -1620961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1620962.125000 Penalty: 5008.988281
	Iteration 49Q: 3 clusters Score -1620962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1620964.375000 Penalty: 5008.988281
	Iteration 50Q: 3 clusters Score -1620964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1620967.125000 Penalty: 5008.988281
	Iteration 51Q: 3 clusters Score -1620967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1620968.000000 Penalty: 5008.988281
	Iteration 52Q: 3 clusters Score -1620968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1620966.375000 Penalty: 5008.988281
	Iteration 53Q: 3 clusters Score -1620966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1620968.125000 Penalty: 5008.988281
	Iteration 54Q: 3 clusters Score -1620968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1620967.750000 Penalty: 5008.988281
	Iteration 55Q: 3 clusters Score -1620968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1620967.500000 Penalty: 5008.988281
	Iteration 56Q: 3 clusters Score -1620968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1620969.375000 Penalty: 5008.988281
	Iteration 57Q: 3 clusters Score -1620969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1620969.500000 Penalty: 5008.988281
	Iteration 58Q: 3 clusters Score -1620970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1620969.125000 Penalty: 5008.988281
	Iteration 59Q: 3 clusters Score -1620969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1620969.000000 Penalty: 5008.988281
	Iteration 60F: 3 clusters Score -1620969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1620969.250000 Penalty: 5008.988281
	Iteration 61Q: 3 clusters Score -1620969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1620971.125000 Penalty: 5008.988281
	Iteration 62Q: 3 clusters Score -1620971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1620970.375000 Penalty: 5008.988281
	Iteration 63Q: 3 clusters Score -1620970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1620972.000000 Penalty: 5008.988281
	Iteration 64Q: 3 clusters Score -1620972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1620972.000000 Penalty: 5008.988281
	Iteration 65F: 3 clusters Score -1620972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Entering Unmasked Estep 
Score: -2031648.625000 Penalty: 2531.672852
	Iteration 0F: 2 clusters Score -2031649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2013040.500000 Penalty: 5063.345703
	Iteration 0F: 3 clusters Score -2013040 nChanged 12080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2019455.625000 Penalty: 5063.345703
	Iteration 1F: 3 clusters Score -2019456 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2019904.625000 Penalty: 5063.345703
	Iteration 2Q: 3 clusters Score -2019905 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2020326.750000 Penalty: 5063.345703
	Iteration 3Q: 3 clusters Score -2020327 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2020783.625000 Penalty: 5063.345703
	Iteration 4Q: 3 clusters Score -2020784 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2021333.375000 Penalty: 5063.345703
	Iteration 5Q: 3 clusters Score -2021333 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2022058.125000 Penalty: 5063.345703
	Iteration 6F: 3 clusters Score -2022058 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2022961.875000 Penalty: 5063.345703
	Iteration 7F: 3 clusters Score -2022962 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2024000.625000 Penalty: 5063.345703
	Iteration 8F: 3 clusters Score -2024001 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2024975.625000 Penalty: 5063.345703
	Iteration 9F: 3 clusters Score -2024976 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2025837.750000 Penalty: 5063.345703
	Iteration 10F: 3 clusters Score -2025838 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2026542.875000 Penalty: 5063.345703
	Iteration 11Q: 3 clusters Score -2026543 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2027014.750000 Penalty: 5063.345703
	Iteration 12Q: 3 clusters Score -2027015 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2027381.125000 Penalty: 5063.345703
	Iteration 13Q: 3 clusters Score -2027381 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2027621.375000 Penalty: 5063.345703
	Iteration 14Q: 3 clusters Score -2027621 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2027881.875000 Penalty: 5063.345703
	Iteration 15Q: 3 clusters Score -2027882 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2028111.875000 Penalty: 5063.345703
	Iteration 16Q: 3 clusters Score -2028112 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2028275.500000 Penalty: 5063.345703
	Iteration 17Q: 3 clusters Score -2028276 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2028455.000000 Penalty: 5063.345703
	Iteration 18Q: 3 clusters Score -2028455 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2028656.375000 Penalty: 5063.345703
	Iteration 19Q: 3 clusters Score -2028656 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2028921.250000 Penalty: 5063.345703
	Iteration 20F: 3 clusters Score -2028921 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2029244.625000 Penalty: 5063.345703
	Iteration 21Q: 3 clusters Score -2029245 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -2029556.875000 Penalty: 5063.345703
	Iteration 22Q: 3 clusters Score -2029557 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2029759.125000 Penalty: 5063.345703
	Iteration 23Q: 3 clusters Score -2029759 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2029901.250000 Penalty: 5063.345703
	Iteration 24Q: 3 clusters Score -2029901 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2030001.500000 Penalty: 5063.345703
	Iteration 25Q: 3 clusters Score -2030002 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2030057.000000 Penalty: 5063.345703
	Iteration 26Q: 3 clusters Score -2030057 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2030084.500000 Penalty: 5063.345703
	Iteration 27Q: 3 clusters Score -2030084 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2030108.250000 Penalty: 5063.345703
	Iteration 28Q: 3 clusters Score -2030108 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2030112.625000 Penalty: 5063.345703
	Iteration 29Q: 3 clusters Score -2030113 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2030125.500000 Penalty: 5063.345703
	Iteration 30Q: 3 clusters Score -2030126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2030122.250000 Penalty: 5063.345703
	Iteration 31Q: 3 clusters Score -2030122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2030123.125000 Penalty: 5063.345703
	Iteration 32Q: 3 clusters Score -2030123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2030127.375000 Penalty: 5063.345703
	Iteration 33Q: 3 clusters Score -2030127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2030126.625000 Penalty: 5063.345703
	Iteration 34Q: 3 clusters Score -2030127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2030125.750000 Penalty: 5063.345703
	Iteration 35Q: 3 clusters Score -2030126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2030128.000000 Penalty: 5063.345703
	Iteration 36Q: 3 clusters Score -2030128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2030125.875000 Penalty: 5063.345703
	Iteration 37Q: 3 clusters Score -2030126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2030127.500000 Penalty: 5063.345703
	Iteration 38Q: 3 clusters Score -2030128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2030132.125000 Penalty: 5063.345703
	Iteration 39Q: 3 clusters Score -2030132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2030134.750000 Penalty: 5063.345703
	Iteration 40F: 3 clusters Score -2030135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2030136.000000 Penalty: 5063.345703
	Iteration 41Q: 3 clusters Score -2030136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2030132.625000 Penalty: 5063.345703
	Iteration 42Q: 3 clusters Score -2030133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2030133.250000 Penalty: 5063.345703
	Iteration 43Q: 3 clusters Score -2030133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2030133.875000 Penalty: 5063.345703
	Iteration 44Q: 3 clusters Score -2030134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2030133.875000 Penalty: 5063.345703
	Iteration 45F: 3 clusters Score -2030134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Entering Unmasked Estep 
Score: -179780.796875 Penalty: 1954.720459
	Iteration 0F: 2 clusters Score -179780.8 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 1336 members 
Entering Unmasked Estep 
Score: -176703.671875 Penalty: 3909.440918
	Iteration 0F: 3 clusters Score -176703.7 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -177282.593750 Penalty: 3909.440918
	Iteration 1F: 3 clusters Score -177282.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -177483.562500 Penalty: 3909.440918
	Iteration 2F: 3 clusters Score -177483.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -177587.875000 Penalty: 3909.440918
	Iteration 3F: 3 clusters Score -177587.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -177698.781250 Penalty: 3909.440918
	Iteration 4Q: 3 clusters Score -177698.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -177837.812500 Penalty: 3909.440918
	Iteration 5Q: 3 clusters Score -177837.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -177982.921875 Penalty: 3909.440918
	Iteration 6Q: 3 clusters Score -177982.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -178116.625000 Penalty: 3909.440918
	Iteration 7Q: 3 clusters Score -178116.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -178248.703125 Penalty: 3909.440918
	Iteration 8Q: 3 clusters Score -178248.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -178362.593750 Penalty: 3909.440918
	Iteration 9Q: 3 clusters Score -178362.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -178456.593750 Penalty: 3909.440918
	Iteration 10Q: 3 clusters Score -178456.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -178532.906250 Penalty: 3909.440918
	Iteration 11Q: 3 clusters Score -178532.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -178613.890625 Penalty: 3909.440918
	Iteration 12Q: 3 clusters Score -178613.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -178701.250000 Penalty: 3909.440918
	Iteration 13Q: 3 clusters Score -178701.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -178808.359375 Penalty: 3909.440918
	Iteration 14Q: 3 clusters Score -178808.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -178901.718750 Penalty: 3909.440918
	Iteration 15Q: 3 clusters Score -178901.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -178967.046875 Penalty: 3909.440918
	Iteration 16Q: 3 clusters Score -178967 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -179057.125000 Penalty: 3909.440918
	Iteration 17Q: 3 clusters Score -179057.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -179188.703125 Penalty: 3909.440918
	Iteration 18Q: 3 clusters Score -179188.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -179282.328125 Penalty: 3909.440918
	Iteration 19Q: 3 clusters Score -179282.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -179364.921875 Penalty: 3909.440918
	Iteration 20F: 3 clusters Score -179364.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -179444.125000 Penalty: 3909.440918
	Iteration 21Q: 3 clusters Score -179444.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -179489.281250 Penalty: 3909.440918
	Iteration 22Q: 3 clusters Score -179489.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -179513.546875 Penalty: 3909.440918
	Iteration 23Q: 3 clusters Score -179513.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -179526.671875 Penalty: 3909.440918
	Iteration 24Q: 3 clusters Score -179526.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -179537.078125 Penalty: 3909.440918
	Iteration 25Q: 3 clusters Score -179537.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -179545.984375 Penalty: 3909.440918
	Iteration 26Q: 3 clusters Score -179546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -179559.921875 Penalty: 3909.440918
	Iteration 27Q: 3 clusters Score -179559.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -179577.546875 Penalty: 3909.440918
	Iteration 28Q: 3 clusters Score -179577.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -179590.859375 Penalty: 3909.440918
	Iteration 29Q: 3 clusters Score -179590.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -179606.203125 Penalty: 3909.440918
	Iteration 30Q: 3 clusters Score -179606.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -179627.421875 Penalty: 3909.440918
	Iteration 31Q: 3 clusters Score -179627.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -179649.046875 Penalty: 3909.440918
	Iteration 32Q: 3 clusters Score -179649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -179664.687500 Penalty: 3909.440918
	Iteration 33Q: 3 clusters Score -179664.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -179675.296875 Penalty: 3909.440918
	Iteration 34Q: 3 clusters Score -179675.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -179683.968750 Penalty: 3909.440918
	Iteration 35Q: 3 clusters Score -179684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -179690.109375 Penalty: 3909.440918
	Iteration 36Q: 3 clusters Score -179690.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -179695.625000 Penalty: 3909.440918
	Iteration 37Q: 3 clusters Score -179695.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -179700.359375 Penalty: 3909.440918
	Iteration 38Q: 3 clusters Score -179700.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -179703.062500 Penalty: 3909.440918
	Iteration 39Q: 3 clusters Score -179703.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -179705.671875 Penalty: 3909.440918
	Iteration 40F: 3 clusters Score -179705.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -179707.359375 Penalty: 3909.440918
	Iteration 41Q: 3 clusters Score -179707.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -179708.921875 Penalty: 3909.440918
	Iteration 42Q: 3 clusters Score -179708.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -179710.375000 Penalty: 3909.440918
	Iteration 43Q: 3 clusters Score -179710.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -179711.390625 Penalty: 3909.440918
	Iteration 44Q: 3 clusters Score -179711.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -179712.312500 Penalty: 3909.440918
	Iteration 45Q: 3 clusters Score -179712.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -179714.812500 Penalty: 3909.440918
	Iteration 46Q: 3 clusters Score -179714.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -179715.531250 Penalty: 3909.440918
	Iteration 47Q: 3 clusters Score -179715.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -179716.609375 Penalty: 3909.440918
	Iteration 48Q: 3 clusters Score -179716.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -179716.843750 Penalty: 3909.440918
	Iteration 49Q: 3 clusters Score -179716.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -179717.437500 Penalty: 3909.440918
	Iteration 50Q: 3 clusters Score -179717.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -179718.015625 Penalty: 3909.440918
	Iteration 51Q: 3 clusters Score -179718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -179718.015625 Penalty: 3909.440918
	Iteration 52F: 3 clusters Score -179718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Entering Unmasked Estep 
Score: -856244.375000 Penalty: 2313.529053
	Iteration 0F: 2 clusters Score -856244.4 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 5653 members 
Entering Unmasked Estep 
Score: -847811.250000 Penalty: 4627.058105
	Iteration 0F: 3 clusters Score -847811.2 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -850293.125000 Penalty: 4627.058105
	Iteration 1F: 3 clusters Score -850293.1 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -850637.000000 Penalty: 4627.058105
	Iteration 2F: 3 clusters Score -850637 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -850924.812500 Penalty: 4627.058105
	Iteration 3F: 3 clusters Score -850924.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -851168.125000 Penalty: 4627.058105
	Iteration 4Q: 3 clusters Score -851168.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -851392.062500 Penalty: 4627.058105
	Iteration 5Q: 3 clusters Score -851392.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -851610.500000 Penalty: 4627.058105
	Iteration 6Q: 3 clusters Score -851610.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -851849.375000 Penalty: 4627.058105
	Iteration 7Q: 3 clusters Score -851849.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -852163.437500 Penalty: 4627.058105
	Iteration 8Q: 3 clusters Score -852163.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -852518.375000 Penalty: 4627.058105
	Iteration 9Q: 3 clusters Score -852518.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -852853.062500 Penalty: 4627.058105
	Iteration 10Q: 3 clusters Score -852853.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -853210.500000 Penalty: 4627.058105
	Iteration 11Q: 3 clusters Score -853210.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -853534.812500 Penalty: 4627.058105
	Iteration 12Q: 3 clusters Score -853534.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -853758.750000 Penalty: 4627.058105
	Iteration 13Q: 3 clusters Score -853758.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -853908.750000 Penalty: 4627.058105
	Iteration 14Q: 3 clusters Score -853908.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -854013.125000 Penalty: 4627.058105
	Iteration 15Q: 3 clusters Score -854013.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -854102.062500 Penalty: 4627.058105
	Iteration 16Q: 3 clusters Score -854102.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -854153.937500 Penalty: 4627.058105
	Iteration 17Q: 3 clusters Score -854153.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -854192.062500 Penalty: 4627.058105
	Iteration 18Q: 3 clusters Score -854192.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -854213.812500 Penalty: 4627.058105
	Iteration 19Q: 3 clusters Score -854213.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -854225.750000 Penalty: 4627.058105
	Iteration 20F: 3 clusters Score -854225.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -854235.000000 Penalty: 4627.058105
	Iteration 21Q: 3 clusters Score -854235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -854243.625000 Penalty: 4627.058105
	Iteration 22Q: 3 clusters Score -854243.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -854251.312500 Penalty: 4627.058105
	Iteration 23Q: 3 clusters Score -854251.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -854259.250000 Penalty: 4627.058105
	Iteration 24Q: 3 clusters Score -854259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -854263.437500 Penalty: 4627.058105
	Iteration 25Q: 3 clusters Score -854263.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -854264.062500 Penalty: 4627.058105
	Iteration 26Q: 3 clusters Score -854264.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -854264.687500 Penalty: 4627.058105
	Iteration 27Q: 3 clusters Score -854264.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -854264.687500 Penalty: 4627.058105
	Iteration 28F: 3 clusters Score -854264.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Entering Unmasked Estep 
Score: -257500.875000 Penalty: 2052.482666
	Iteration 0F: 2 clusters Score -257500.9 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 1965 members 
Entering Unmasked Estep 
Score: -253675.968750 Penalty: 4104.965332
	Iteration 0F: 3 clusters Score -253676 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -254623.578125 Penalty: 4104.965332
	Iteration 1F: 3 clusters Score -254623.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -254883.140625 Penalty: 4104.965332
	Iteration 2F: 3 clusters Score -254883.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -255026.625000 Penalty: 4104.965332
	Iteration 3F: 3 clusters Score -255026.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -255134.156250 Penalty: 4104.965332
	Iteration 4Q: 3 clusters Score -255134.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -255208.421875 Penalty: 4104.965332
	Iteration 5Q: 3 clusters Score -255208.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -255262.921875 Penalty: 4104.965332
	Iteration 6Q: 3 clusters Score -255262.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -255311.593750 Penalty: 4104.965332
	Iteration 7Q: 3 clusters Score -255311.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -255356.515625 Penalty: 4104.965332
	Iteration 8Q: 3 clusters Score -255356.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -255410.687500 Penalty: 4104.965332
	Iteration 9Q: 3 clusters Score -255410.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -255475.203125 Penalty: 4104.965332
	Iteration 10Q: 3 clusters Score -255475.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -255547.859375 Penalty: 4104.965332
	Iteration 11Q: 3 clusters Score -255547.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -255635.734375 Penalty: 4104.965332
	Iteration 12Q: 3 clusters Score -255635.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -255747.250000 Penalty: 4104.965332
	Iteration 13Q: 3 clusters Score -255747.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -255852.609375 Penalty: 4104.965332
	Iteration 14Q: 3 clusters Score -255852.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -255947.562500 Penalty: 4104.965332
	Iteration 15Q: 3 clusters Score -255947.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -256003.828125 Penalty: 4104.965332
	Iteration 16Q: 3 clusters Score -256003.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -256060.656250 Penalty: 4104.965332
	Iteration 17Q: 3 clusters Score -256060.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -256114.390625 Penalty: 4104.965332
	Iteration 18Q: 3 clusters Score -256114.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -256153.312500 Penalty: 4104.965332
	Iteration 19Q: 3 clusters Score -256153.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -256189.406250 Penalty: 4104.965332
	Iteration 20F: 3 clusters Score -256189.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -256214.234375 Penalty: 4104.965332
	Iteration 21Q: 3 clusters Score -256214.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -256229.515625 Penalty: 4104.965332
	Iteration 22Q: 3 clusters Score -256229.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -256246.890625 Penalty: 4104.965332
	Iteration 23Q: 3 clusters Score -256246.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -256265.281250 Penalty: 4104.965332
	Iteration 24Q: 3 clusters Score -256265.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -256276.031250 Penalty: 4104.965332
	Iteration 25Q: 3 clusters Score -256276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -256283.046875 Penalty: 4104.965332
	Iteration 26Q: 3 clusters Score -256283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -256287.062500 Penalty: 4104.965332
	Iteration 27Q: 3 clusters Score -256287.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -256293.781250 Penalty: 4104.965332
	Iteration 28Q: 3 clusters Score -256293.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -256300.046875 Penalty: 4104.965332
	Iteration 29Q: 3 clusters Score -256300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -256306.437500 Penalty: 4104.965332
	Iteration 30Q: 3 clusters Score -256306.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -256311.609375 Penalty: 4104.965332
	Iteration 31Q: 3 clusters Score -256311.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -256315.671875 Penalty: 4104.965332
	Iteration 32Q: 3 clusters Score -256315.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -256318.500000 Penalty: 4104.965332
	Iteration 33Q: 3 clusters Score -256318.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -256323.437500 Penalty: 4104.965332
	Iteration 34Q: 3 clusters Score -256323.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -256329.875000 Penalty: 4104.965332
	Iteration 35Q: 3 clusters Score -256329.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -256340.015625 Penalty: 4104.965332
	Iteration 36Q: 3 clusters Score -256340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -256345.187500 Penalty: 4104.965332
	Iteration 37Q: 3 clusters Score -256345.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -256348.265625 Penalty: 4104.965332
	Iteration 38Q: 3 clusters Score -256348.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -256349.875000 Penalty: 4104.965332
	Iteration 39Q: 3 clusters Score -256349.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -256350.843750 Penalty: 4104.965332
	Iteration 40F: 3 clusters Score -256350.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -256351.015625 Penalty: 4104.965332
	Iteration 41Q: 3 clusters Score -256351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -256353.031250 Penalty: 4104.965332
	Iteration 42Q: 3 clusters Score -256353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -256353.609375 Penalty: 4104.965332
	Iteration 43Q: 3 clusters Score -256353.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -256353.609375 Penalty: 4104.965332
	Iteration 44F: 3 clusters Score -256353.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Entering Unmasked Estep 
Score: -936167.625000 Penalty: 2332.358887
	Iteration 0F: 2 clusters Score -936167.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -927070.937500 Penalty: 4664.717773
	Iteration 0F: 3 clusters Score -927070.9 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -929777.687500 Penalty: 4664.717773
	Iteration 1F: 3 clusters Score -929777.7 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -930128.500000 Penalty: 4664.717773
	Iteration 2F: 3 clusters Score -930128.5 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -930416.937500 Penalty: 4664.717773
	Iteration 3F: 3 clusters Score -930416.9 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -930726.187500 Penalty: 4664.717773
	Iteration 4F: 3 clusters Score -930726.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -930995.437500 Penalty: 4664.717773
	Iteration 5Q: 3 clusters Score -930995.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -931275.937500 Penalty: 4664.717773
	Iteration 6Q: 3 clusters Score -931275.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -931596.562500 Penalty: 4664.717773
	Iteration 7Q: 3 clusters Score -931596.6 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -931982.187500 Penalty: 4664.717773
	Iteration 8Q: 3 clusters Score -931982.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -932389.125000 Penalty: 4664.717773
	Iteration 9Q: 3 clusters Score -932389.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -932793.937500 Penalty: 4664.717773
	Iteration 10Q: 3 clusters Score -932793.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -933162.437500 Penalty: 4664.717773
	Iteration 11Q: 3 clusters Score -933162.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -933498.312500 Penalty: 4664.717773
	Iteration 12Q: 3 clusters Score -933498.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -933733.437500 Penalty: 4664.717773
	Iteration 13Q: 3 clusters Score -933733.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -933947.437500 Penalty: 4664.717773
	Iteration 14Q: 3 clusters Score -933947.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -934122.937500 Penalty: 4664.717773
	Iteration 15Q: 3 clusters Score -934122.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -934250.812500 Penalty: 4664.717773
	Iteration 16Q: 3 clusters Score -934250.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -934356.812500 Penalty: 4664.717773
	Iteration 17Q: 3 clusters Score -934356.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -934459.437500 Penalty: 4664.717773
	Iteration 18Q: 3 clusters Score -934459.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -934546.375000 Penalty: 4664.717773
	Iteration 19Q: 3 clusters Score -934546.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -934637.000000 Penalty: 4664.717773
	Iteration 20F: 3 clusters Score -934637 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -934717.437500 Penalty: 4664.717773
	Iteration 21Q: 3 clusters Score -934717.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -934799.625000 Penalty: 4664.717773
	Iteration 22Q: 3 clusters Score -934799.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -934859.750000 Penalty: 4664.717773
	Iteration 23Q: 3 clusters Score -934859.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -934897.750000 Penalty: 4664.717773
	Iteration 24Q: 3 clusters Score -934897.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -934924.875000 Penalty: 4664.717773
	Iteration 25Q: 3 clusters Score -934924.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -934940.812500 Penalty: 4664.717773
	Iteration 26Q: 3 clusters Score -934940.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -934949.187500 Penalty: 4664.717773
	Iteration 27Q: 3 clusters Score -934949.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -934952.812500 Penalty: 4664.717773
	Iteration 28Q: 3 clusters Score -934952.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -934952.687500 Penalty: 4664.717773
	Iteration 29Q: 3 clusters Score -934952.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -934955.500000 Penalty: 4664.717773
	Iteration 30Q: 3 clusters Score -934955.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -934956.687500 Penalty: 4664.717773
	Iteration 31Q: 3 clusters Score -934956.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -934955.500000 Penalty: 4664.717773
	Iteration 32Q: 3 clusters Score -934955.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -934956.250000 Penalty: 4664.717773
	Iteration 33Q: 3 clusters Score -934956.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -934955.812500 Penalty: 4664.717773
	Iteration 34Q: 3 clusters Score -934955.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -934955.812500 Penalty: 4664.717773
	Iteration 35F: 3 clusters Score -934955.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Entering Unmasked Estep 
Score: -789026.937500 Penalty: 2304.556152
	Iteration 0F: 2 clusters Score -789026.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -780794.812500 Penalty: 4609.112305
	Iteration 0F: 3 clusters Score -780794.8 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -783219.312500 Penalty: 4609.112305
	Iteration 1F: 3 clusters Score -783219.3 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -783522.250000 Penalty: 4609.112305
	Iteration 2F: 3 clusters Score -783522.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -783750.687500 Penalty: 4609.112305
	Iteration 3F: 3 clusters Score -783750.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -783921.625000 Penalty: 4609.112305
	Iteration 4Q: 3 clusters Score -783921.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -784079.375000 Penalty: 4609.112305
	Iteration 5Q: 3 clusters Score -784079.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -784228.687500 Penalty: 4609.112305
	Iteration 6Q: 3 clusters Score -784228.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -784395.937500 Penalty: 4609.112305
	Iteration 7Q: 3 clusters Score -784395.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -784593.687500 Penalty: 4609.112305
	Iteration 8Q: 3 clusters Score -784593.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -784814.187500 Penalty: 4609.112305
	Iteration 9Q: 3 clusters Score -784814.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -785073.500000 Penalty: 4609.112305
	Iteration 10Q: 3 clusters Score -785073.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -785352.750000 Penalty: 4609.112305
	Iteration 11Q: 3 clusters Score -785352.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -785638.125000 Penalty: 4609.112305
	Iteration 12Q: 3 clusters Score -785638.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -785914.812500 Penalty: 4609.112305
	Iteration 13Q: 3 clusters Score -785914.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -786175.812500 Penalty: 4609.112305
	Iteration 14Q: 3 clusters Score -786175.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -786426.375000 Penalty: 4609.112305
	Iteration 15Q: 3 clusters Score -786426.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -786657.125000 Penalty: 4609.112305
	Iteration 16Q: 3 clusters Score -786657.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -786865.000000 Penalty: 4609.112305
	Iteration 17Q: 3 clusters Score -786865 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -787063.375000 Penalty: 4609.112305
	Iteration 18Q: 3 clusters Score -787063.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -787211.000000 Penalty: 4609.112305
	Iteration 19Q: 3 clusters Score -787211 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -787319.375000 Penalty: 4609.112305
	Iteration 20F: 3 clusters Score -787319.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -787432.187500 Penalty: 4609.112305
	Iteration 21Q: 3 clusters Score -787432.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -787512.000000 Penalty: 4609.112305
	Iteration 22Q: 3 clusters Score -787512 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -787569.125000 Penalty: 4609.112305
	Iteration 23Q: 3 clusters Score -787569.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -787612.375000 Penalty: 4609.112305
	Iteration 24Q: 3 clusters Score -787612.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -787647.312500 Penalty: 4609.112305
	Iteration 25Q: 3 clusters Score -787647.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -787664.250000 Penalty: 4609.112305
	Iteration 26Q: 3 clusters Score -787664.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -787681.187500 Penalty: 4609.112305
	Iteration 27Q: 3 clusters Score -787681.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -787692.187500 Penalty: 4609.112305
	Iteration 28Q: 3 clusters Score -787692.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -787697.812500 Penalty: 4609.112305
	Iteration 29Q: 3 clusters Score -787697.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -787700.812500 Penalty: 4609.112305
	Iteration 30Q: 3 clusters Score -787700.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -787703.250000 Penalty: 4609.112305
	Iteration 31Q: 3 clusters Score -787703.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -787705.187500 Penalty: 4609.112305
	Iteration 32Q: 3 clusters Score -787705.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -787706.062500 Penalty: 4609.112305
	Iteration 33Q: 3 clusters Score -787706.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -787706.687500 Penalty: 4609.112305
	Iteration 34Q: 3 clusters Score -787706.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -787706.625000 Penalty: 4609.112305
	Iteration 35Q: 3 clusters Score -787706.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -787706.062500 Penalty: 4609.112305
	Iteration 36Q: 3 clusters Score -787706.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -787706.187500 Penalty: 4609.112305
	Iteration 37Q: 3 clusters Score -787706.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -787706.187500 Penalty: 4609.112305
	Iteration 38F: 3 clusters Score -787706.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -64546.382812 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -64546.38 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 473 members 
Entering Unmasked Estep 
Score: -62685.421875 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -62685.42 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -63043.148438 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -63043.15 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -63156.714844 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -63156.71 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -63226.863281 Penalty: 3399.759766
	Iteration 3Q: 3 clusters Score -63226.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63291.015625 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -63291.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -63381.332031 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -63381.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63440.453125 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -63440.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63488.777344 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -63488.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63522.535156 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -63522.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63547.886719 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -63547.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63568.523438 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -63568.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63585.171875 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -63585.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63605.746094 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -63605.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63616.464844 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -63616.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63624.699219 Penalty: 3399.759766
	Iteration 14Q: 3 clusters Score -63624.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63629.304688 Penalty: 3399.759766
	Iteration 15Q: 3 clusters Score -63629.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63631.316406 Penalty: 3399.759766
	Iteration 16Q: 3 clusters Score -63631.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63631.316406 Penalty: 3399.759766
	Iteration 17F: 3 clusters Score -63631.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Entering Unmasked Estep 
Score: -950659.812500 Penalty: 2345.772949
	Iteration 0F: 2 clusters Score -950659.8 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 6302 members 
Entering Unmasked Estep 
Score: -941109.062500 Penalty: 4691.545898
	Iteration 0F: 3 clusters Score -941109.1 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -944093.000000 Penalty: 4691.545898
	Iteration 1F: 3 clusters Score -944093 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -944470.187500 Penalty: 4691.545898
	Iteration 2F: 3 clusters Score -944470.2 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -944752.875000 Penalty: 4691.545898
	Iteration 3F: 3 clusters Score -944752.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -944962.187500 Penalty: 4691.545898
	Iteration 4Q: 3 clusters Score -944962.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -945116.562500 Penalty: 4691.545898
	Iteration 5Q: 3 clusters Score -945116.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -945251.562500 Penalty: 4691.545898
	Iteration 6Q: 3 clusters Score -945251.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -945381.250000 Penalty: 4691.545898
	Iteration 7Q: 3 clusters Score -945381.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -945521.750000 Penalty: 4691.545898
	Iteration 8Q: 3 clusters Score -945521.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -945679.062500 Penalty: 4691.545898
	Iteration 9Q: 3 clusters Score -945679.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -945861.062500 Penalty: 4691.545898
	Iteration 10Q: 3 clusters Score -945861.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -946072.125000 Penalty: 4691.545898
	Iteration 11Q: 3 clusters Score -946072.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -946339.500000 Penalty: 4691.545898
	Iteration 12Q: 3 clusters Score -946339.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -946659.750000 Penalty: 4691.545898
	Iteration 13Q: 3 clusters Score -946659.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -946982.687500 Penalty: 4691.545898
	Iteration 14Q: 3 clusters Score -946982.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -947333.562500 Penalty: 4691.545898
	Iteration 15Q: 3 clusters Score -947333.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -947658.125000 Penalty: 4691.545898
	Iteration 16Q: 3 clusters Score -947658.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -947972.687500 Penalty: 4691.545898
	Iteration 17Q: 3 clusters Score -947972.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -948272.125000 Penalty: 4691.545898
	Iteration 18Q: 3 clusters Score -948272.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -948475.625000 Penalty: 4691.545898
	Iteration 19Q: 3 clusters Score -948475.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -948588.875000 Penalty: 4691.545898
	Iteration 20F: 3 clusters Score -948588.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -948664.687500 Penalty: 4691.545898
	Iteration 21Q: 3 clusters Score -948664.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -948730.937500 Penalty: 4691.545898
	Iteration 22Q: 3 clusters Score -948730.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -948767.250000 Penalty: 4691.545898
	Iteration 23Q: 3 clusters Score -948767.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -948797.437500 Penalty: 4691.545898
	Iteration 24Q: 3 clusters Score -948797.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -948817.562500 Penalty: 4691.545898
	Iteration 25Q: 3 clusters Score -948817.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -948828.437500 Penalty: 4691.545898
	Iteration 26Q: 3 clusters Score -948828.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -948841.312500 Penalty: 4691.545898
	Iteration 27Q: 3 clusters Score -948841.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -948850.250000 Penalty: 4691.545898
	Iteration 28Q: 3 clusters Score -948850.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -948859.625000 Penalty: 4691.545898
	Iteration 29Q: 3 clusters Score -948859.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -948866.812500 Penalty: 4691.545898
	Iteration 30Q: 3 clusters Score -948866.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -948875.687500 Penalty: 4691.545898
	Iteration 31Q: 3 clusters Score -948875.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -948880.875000 Penalty: 4691.545898
	Iteration 32Q: 3 clusters Score -948880.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -948884.125000 Penalty: 4691.545898
	Iteration 33Q: 3 clusters Score -948884.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -948885.625000 Penalty: 4691.545898
	Iteration 34Q: 3 clusters Score -948885.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -948889.937500 Penalty: 4691.545898
	Iteration 35Q: 3 clusters Score -948889.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -948890.437500 Penalty: 4691.545898
	Iteration 36Q: 3 clusters Score -948890.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -948891.187500 Penalty: 4691.545898
	Iteration 37Q: 3 clusters Score -948891.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -948891.187500 Penalty: 4691.545898
	Iteration 38F: 3 clusters Score -948891.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Entering Unmasked Estep 
Score: -1029271.062500 Penalty: 2363.447266
	Iteration 0F: 2 clusters Score -1029271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1019153.000000 Penalty: 4726.894531
	Iteration 0F: 3 clusters Score -1019153 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1022395.125000 Penalty: 4726.894531
	Iteration 1F: 3 clusters Score -1022395 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1022784.687500 Penalty: 4726.894531
	Iteration 2F: 3 clusters Score -1022785 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1023089.500000 Penalty: 4726.894531
	Iteration 3Q: 3 clusters Score -1023090 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1023381.812500 Penalty: 4726.894531
	Iteration 4Q: 3 clusters Score -1023382 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1023731.000000 Penalty: 4726.894531
	Iteration 5Q: 3 clusters Score -1023731 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1024135.875000 Penalty: 4726.894531
	Iteration 6Q: 3 clusters Score -1024136 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1024538.625000 Penalty: 4726.894531
	Iteration 7Q: 3 clusters Score -1024539 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1024935.812500 Penalty: 4726.894531
	Iteration 8Q: 3 clusters Score -1024936 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1025304.125000 Penalty: 4726.894531
	Iteration 9Q: 3 clusters Score -1025304 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1025650.875000 Penalty: 4726.894531
	Iteration 10Q: 3 clusters Score -1025651 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1025980.312500 Penalty: 4726.894531
	Iteration 11Q: 3 clusters Score -1025980 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1026278.625000 Penalty: 4726.894531
	Iteration 12Q: 3 clusters Score -1026279 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1026496.125000 Penalty: 4726.894531
	Iteration 13Q: 3 clusters Score -1026496 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1026635.250000 Penalty: 4726.894531
	Iteration 14Q: 3 clusters Score -1026635 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1026742.250000 Penalty: 4726.894531
	Iteration 15Q: 3 clusters Score -1026742 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1026804.812500 Penalty: 4726.894531
	Iteration 16Q: 3 clusters Score -1026805 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1026856.437500 Penalty: 4726.894531
	Iteration 17Q: 3 clusters Score -1026856 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1026893.937500 Penalty: 4726.894531
	Iteration 18Q: 3 clusters Score -1026894 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1026917.500000 Penalty: 4726.894531
	Iteration 19Q: 3 clusters Score -1026918 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1026932.875000 Penalty: 4726.894531
	Iteration 20F: 3 clusters Score -1026933 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1026944.375000 Penalty: 4726.894531
	Iteration 21Q: 3 clusters Score -1026944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1026959.250000 Penalty: 4726.894531
	Iteration 22Q: 3 clusters Score -1026959 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1026973.625000 Penalty: 4726.894531
	Iteration 23Q: 3 clusters Score -1026974 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1026985.062500 Penalty: 4726.894531
	Iteration 24Q: 3 clusters Score -1026985 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1026999.625000 Penalty: 4726.894531
	Iteration 25Q: 3 clusters Score -1027000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1027015.937500 Penalty: 4726.894531
	Iteration 26Q: 3 clusters Score -1027016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1027026.250000 Penalty: 4726.894531
	Iteration 27Q: 3 clusters Score -1027026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1027034.187500 Penalty: 4726.894531
	Iteration 28Q: 3 clusters Score -1027034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1027045.375000 Penalty: 4726.894531
	Iteration 29Q: 3 clusters Score -1027045 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1027052.125000 Penalty: 4726.894531
	Iteration 30Q: 3 clusters Score -1027052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1027060.312500 Penalty: 4726.894531
	Iteration 31Q: 3 clusters Score -1027060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1027068.500000 Penalty: 4726.894531
	Iteration 32Q: 3 clusters Score -1027068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1027078.750000 Penalty: 4726.894531
	Iteration 33Q: 3 clusters Score -1027079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1027091.562500 Penalty: 4726.894531
	Iteration 34Q: 3 clusters Score -1027092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1027106.187500 Penalty: 4726.894531
	Iteration 35Q: 3 clusters Score -1027106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1027117.312500 Penalty: 4726.894531
	Iteration 36Q: 3 clusters Score -1027117 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1027132.062500 Penalty: 4726.894531
	Iteration 37Q: 3 clusters Score -1027132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1027146.187500 Penalty: 4726.894531
	Iteration 38Q: 3 clusters Score -1027146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1027159.187500 Penalty: 4726.894531
	Iteration 39Q: 3 clusters Score -1027159 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1027172.937500 Penalty: 4726.894531
	Iteration 40F: 3 clusters Score -1027173 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1027188.812500 Penalty: 4726.894531
	Iteration 41Q: 3 clusters Score -1027189 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1027206.500000 Penalty: 4726.894531
	Iteration 42Q: 3 clusters Score -1027206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1027222.812500 Penalty: 4726.894531
	Iteration 43Q: 3 clusters Score -1027223 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1027250.437500 Penalty: 4726.894531
	Iteration 44Q: 3 clusters Score -1027250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1027279.875000 Penalty: 4726.894531
	Iteration 45Q: 3 clusters Score -1027280 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1027325.875000 Penalty: 4726.894531
	Iteration 46Q: 3 clusters Score -1027326 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1027399.750000 Penalty: 4726.894531
	Iteration 47Q: 3 clusters Score -1027400 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1027529.375000 Penalty: 4726.894531
	Iteration 48Q: 3 clusters Score -1027529 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1027669.562500 Penalty: 4726.894531
	Iteration 49Q: 3 clusters Score -1027670 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1027793.937500 Penalty: 4726.894531
	Iteration 50Q: 3 clusters Score -1027794 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1027871.437500 Penalty: 4726.894531
	Iteration 51Q: 3 clusters Score -1027871 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1027913.750000 Penalty: 4726.894531
	Iteration 52Q: 3 clusters Score -1027914 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1027945.250000 Penalty: 4726.894531
	Iteration 53Q: 3 clusters Score -1027945 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1027967.125000 Penalty: 4726.894531
	Iteration 54Q: 3 clusters Score -1027967 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1027980.625000 Penalty: 4726.894531
	Iteration 55Q: 3 clusters Score -1027981 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1027993.062500 Penalty: 4726.894531
	Iteration 56Q: 3 clusters Score -1027993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1027999.187500 Penalty: 4726.894531
	Iteration 57Q: 3 clusters Score -1027999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1028006.187500 Penalty: 4726.894531
	Iteration 58Q: 3 clusters Score -1028006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1028017.000000 Penalty: 4726.894531
	Iteration 59Q: 3 clusters Score -1028017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1028022.812500 Penalty: 4726.894531
	Iteration 60F: 3 clusters Score -1028023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1028027.437500 Penalty: 4726.894531
	Iteration 61Q: 3 clusters Score -1028027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1028036.937500 Penalty: 4726.894531
	Iteration 62Q: 3 clusters Score -1028037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1028046.125000 Penalty: 4726.894531
	Iteration 63Q: 3 clusters Score -1028046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1028050.000000 Penalty: 4726.894531
	Iteration 64Q: 3 clusters Score -1028050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1028056.250000 Penalty: 4726.894531
	Iteration 65Q: 3 clusters Score -1028056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1028063.687500 Penalty: 4726.894531
	Iteration 66Q: 3 clusters Score -1028064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1028067.187500 Penalty: 4726.894531
	Iteration 67Q: 3 clusters Score -1028067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1028071.437500 Penalty: 4726.894531
	Iteration 68Q: 3 clusters Score -1028071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1028077.437500 Penalty: 4726.894531
	Iteration 69Q: 3 clusters Score -1028077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1028078.562500 Penalty: 4726.894531
	Iteration 70Q: 3 clusters Score -1028079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1028081.625000 Penalty: 4726.894531
	Iteration 71Q: 3 clusters Score -1028082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1028084.937500 Penalty: 4726.894531
	Iteration 72Q: 3 clusters Score -1028085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1028085.812500 Penalty: 4726.894531
	Iteration 73Q: 3 clusters Score -1028086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1028088.000000 Penalty: 4726.894531
	Iteration 74Q: 3 clusters Score -1028088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1028089.562500 Penalty: 4726.894531
	Iteration 75Q: 3 clusters Score -1028090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1028088.937500 Penalty: 4726.894531
	Iteration 76Q: 3 clusters Score -1028089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1028092.937500 Penalty: 4726.894531
	Iteration 77Q: 3 clusters Score -1028093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1028094.687500 Penalty: 4726.894531
	Iteration 78Q: 3 clusters Score -1028095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1028096.750000 Penalty: 4726.894531
	Iteration 79Q: 3 clusters Score -1028097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1028095.375000 Penalty: 4726.894531
	Iteration 80F: 3 clusters Score -1028095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1028098.875000 Penalty: 4726.894531
	Iteration 81Q: 3 clusters Score -1028099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1028098.875000 Penalty: 4726.894531
	Iteration 82F: 3 clusters Score -1028099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Entering Unmasked Estep 
Score: -1188165.250000 Penalty: 2399.388672
	Iteration 0F: 2 clusters Score -1188165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1176792.500000 Penalty: 4798.777344
	Iteration 0F: 3 clusters Score -1176792 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1180598.000000 Penalty: 4798.777344
	Iteration 1F: 3 clusters Score -1180598 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1181466.875000 Penalty: 4798.777344
	Iteration 2F: 3 clusters Score -1181467 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1182817.750000 Penalty: 4798.777344
	Iteration 3F: 3 clusters Score -1182818 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1184549.125000 Penalty: 4798.777344
	Iteration 4F: 3 clusters Score -1184549 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1186269.750000 Penalty: 4798.777344
	Iteration 5F: 3 clusters Score -1186270 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1187526.250000 Penalty: 4798.777344
	Iteration 6F: 3 clusters Score -1187526 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1188176.750000 Penalty: 4798.777344
	Iteration 7F: 3 clusters Score -1188177 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1188407.125000 Penalty: 4798.777344
	Iteration 8Q: 3 clusters Score -1188407 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1188486.375000 Penalty: 4798.777344
	Iteration 9Q: 3 clusters Score -1188486 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1188512.125000 Penalty: 4798.777344
	Iteration 10Q: 3 clusters Score -1188512 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1188526.125000 Penalty: 4798.777344
	Iteration 11Q: 3 clusters Score -1188526 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1188537.875000 Penalty: 4798.777344
	Iteration 12Q: 3 clusters Score -1188538 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1188544.000000 Penalty: 4798.777344
	Iteration 13Q: 3 clusters Score -1188544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1188541.375000 Penalty: 4798.777344
	Iteration 14Q: 3 clusters Score -1188541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1188545.625000 Penalty: 4798.777344
	Iteration 15Q: 3 clusters Score -1188546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1188543.875000 Penalty: 4798.777344
	Iteration 16Q: 3 clusters Score -1188544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1188550.000000 Penalty: 4798.777344
	Iteration 17Q: 3 clusters Score -1188550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1188549.625000 Penalty: 4798.777344
	Iteration 18Q: 3 clusters Score -1188550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1188552.000000 Penalty: 4798.777344
	Iteration 19Q: 3 clusters Score -1188552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1188551.000000 Penalty: 4798.777344
	Iteration 20F: 3 clusters Score -1188551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1188555.875000 Penalty: 4798.777344
	Iteration 21Q: 3 clusters Score -1188556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1188555.750000 Penalty: 4798.777344
	Iteration 22Q: 3 clusters Score -1188556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1188557.500000 Penalty: 4798.777344
	Iteration 23Q: 3 clusters Score -1188558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1188558.375000 Penalty: 4798.777344
	Iteration 24Q: 3 clusters Score -1188558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1188557.375000 Penalty: 4798.777344
	Iteration 25Q: 3 clusters Score -1188557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1188559.125000 Penalty: 4798.777344
	Iteration 26Q: 3 clusters Score -1188559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1188562.125000 Penalty: 4798.777344
	Iteration 27Q: 3 clusters Score -1188562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1188558.500000 Penalty: 4798.777344
	Iteration 28Q: 3 clusters Score -1188558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1188559.750000 Penalty: 4798.777344
	Iteration 29Q: 3 clusters Score -1188560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1188559.750000 Penalty: 4798.777344
	Iteration 30F: 3 clusters Score -1188560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 207643 members 
Mstep: Class 3 contains 57622 members 
Mstep: Class 4 contains 6549 members 
Mstep: Class 5 contains 216648 members 
Mstep: Class 6 contains 9690 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80937 members 
Mstep: Class 10 contains 355673 members 
Mstep: Class 11 contains 38662 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130140 members 
Mstep: Class 17 contains 24313 members 
Mstep: Class 18 contains 27129 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11257 members 
Mstep: Class 21 contains 3929 members 
Mstep: Class 22 contains 12145 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 11422 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35368 members 
Mstep: Class 30 contains 9547 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29200 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 4492 members 
Entering Unmasked Estep 
Score: -102300704.000000 Penalty: 158063.093750
Splitting cluster 27 changes total score from -102301248.000000 to -102300704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (4328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Entering Unmasked Estep 
Score: -307238.906250 Penalty: 2076.469482
	Iteration 0F: 2 clusters Score -307238.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -303120.218750 Penalty: 4152.938965
	Iteration 0F: 3 clusters Score -303120.2 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -304138.968750 Penalty: 4152.938965
	Iteration 1F: 3 clusters Score -304139 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -304485.125000 Penalty: 4152.938965
	Iteration 2F: 3 clusters Score -304485.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -304896.750000 Penalty: 4152.938965
	Iteration 3F: 3 clusters Score -304896.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -305239.875000 Penalty: 4152.938965
	Iteration 4F: 3 clusters Score -305239.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -305529.250000 Penalty: 4152.938965
	Iteration 5F: 3 clusters Score -305529.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -305827.968750 Penalty: 4152.938965
	Iteration 6F: 3 clusters Score -305828 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -306116.093750 Penalty: 4152.938965
	Iteration 7F: 3 clusters Score -306116.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -306457.062500 Penalty: 4152.938965
	Iteration 8F: 3 clusters Score -306457.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -306992.250000 Penalty: 4152.938965
	Iteration 9F: 3 clusters Score -306992.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -307848.750000 Penalty: 4152.938965
	Iteration 10F: 3 clusters Score -307848.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -308249.437500 Penalty: 4152.938965
	Iteration 11Q: 3 clusters Score -308249.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -308337.750000 Penalty: 4152.938965
	Iteration 12Q: 3 clusters Score -308337.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -308361.812500 Penalty: 4152.938965
	Iteration 13Q: 3 clusters Score -308361.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -308369.031250 Penalty: 4152.938965
	Iteration 14Q: 3 clusters Score -308369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -308370.500000 Penalty: 4152.938965
	Iteration 15Q: 3 clusters Score -308370.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -308371.375000 Penalty: 4152.938965
	Iteration 16Q: 3 clusters Score -308371.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -308371.875000 Penalty: 4152.938965
	Iteration 17Q: 3 clusters Score -308371.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -308372.156250 Penalty: 4152.938965
	Iteration 18Q: 3 clusters Score -308372.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -308372.156250 Penalty: 4152.938965
	Iteration 19F: 3 clusters Score -308372.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 207643 members 
Mstep: Class 3 contains 57622 members 
Mstep: Class 4 contains 6549 members 
Mstep: Class 5 contains 216648 members 
Mstep: Class 6 contains 9690 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80937 members 
Mstep: Class 10 contains 355673 members 
Mstep: Class 11 contains 38662 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130140 members 
Mstep: Class 17 contains 24313 members 
Mstep: Class 18 contains 27129 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11257 members 
Mstep: Class 21 contains 3929 members 
Mstep: Class 22 contains 12145 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 2644 members 
Mstep: Class 29 contains 35368 members 
Mstep: Class 30 contains 9547 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29200 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 1684 members 
Entering Unmasked Estep 
Score: -102301056.000000 Penalty: 158063.093750
Splitting cluster 28 changes total score from -102301248.000000 to -102301056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (35368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Entering Unmasked Estep 
Score: -2633442.500000 Penalty: 2597.443604
	Iteration 0F: 2 clusters Score -2633442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2609371.500000 Penalty: 5194.887207
	Iteration 0F: 3 clusters Score -2609372 nChanged 16095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2618416.250000 Penalty: 5194.887207
	Iteration 1F: 3 clusters Score -2618416 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2619345.000000 Penalty: 5194.887207
	Iteration 2F: 3 clusters Score -2619345 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2620430.750000 Penalty: 5194.887207
	Iteration 3F: 3 clusters Score -2620431 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2621621.250000 Penalty: 5194.887207
	Iteration 4F: 3 clusters Score -2621621 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2622917.000000 Penalty: 5194.887207
	Iteration 5F: 3 clusters Score -2622917 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2624161.750000 Penalty: 5194.887207
	Iteration 6F: 3 clusters Score -2624162 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2625280.500000 Penalty: 5194.887207
	Iteration 7F: 3 clusters Score -2625280 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2626354.000000 Penalty: 5194.887207
	Iteration 8F: 3 clusters Score -2626354 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2627292.000000 Penalty: 5194.887207
	Iteration 9Q: 3 clusters Score -2627292 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2628012.250000 Penalty: 5194.887207
	Iteration 10Q: 3 clusters Score -2628012 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2628448.500000 Penalty: 5194.887207
	Iteration 11Q: 3 clusters Score -2628448 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2628709.250000 Penalty: 5194.887207
	Iteration 12Q: 3 clusters Score -2628709 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2628852.500000 Penalty: 5194.887207
	Iteration 13Q: 3 clusters Score -2628852 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2628957.750000 Penalty: 5194.887207
	Iteration 14Q: 3 clusters Score -2628958 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2629060.500000 Penalty: 5194.887207
	Iteration 15Q: 3 clusters Score -2629060 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2629142.000000 Penalty: 5194.887207
	Iteration 16Q: 3 clusters Score -2629142 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2629259.250000 Penalty: 5194.887207
	Iteration 17Q: 3 clusters Score -2629259 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2629398.750000 Penalty: 5194.887207
	Iteration 18Q: 3 clusters Score -2629399 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2629564.250000 Penalty: 5194.887207
	Iteration 19Q: 3 clusters Score -2629564 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2629752.750000 Penalty: 5194.887207
	Iteration 20F: 3 clusters Score -2629753 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2629935.250000 Penalty: 5194.887207
	Iteration 21Q: 3 clusters Score -2629935 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2630156.750000 Penalty: 5194.887207
	Iteration 22Q: 3 clusters Score -2630157 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2630358.750000 Penalty: 5194.887207
	Iteration 23Q: 3 clusters Score -2630359 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -2630580.750000 Penalty: 5194.887207
	Iteration 24Q: 3 clusters Score -2630581 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2630814.250000 Penalty: 5194.887207
	Iteration 25Q: 3 clusters Score -2630814 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -2631047.000000 Penalty: 5194.887207
	Iteration 26Q: 3 clusters Score -2631047 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -2631248.500000 Penalty: 5194.887207
	Iteration 27Q: 3 clusters Score -2631248 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -2631392.500000 Penalty: 5194.887207
	Iteration 28Q: 3 clusters Score -2631392 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -2631550.000000 Penalty: 5194.887207
	Iteration 29Q: 3 clusters Score -2631550 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -2631695.000000 Penalty: 5194.887207
	Iteration 30Q: 3 clusters Score -2631695 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -2631801.500000 Penalty: 5194.887207
	Iteration 31Q: 3 clusters Score -2631802 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -2631894.000000 Penalty: 5194.887207
	Iteration 32Q: 3 clusters Score -2631894 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -2631994.250000 Penalty: 5194.887207
	Iteration 33Q: 3 clusters Score -2631994 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -2632073.250000 Penalty: 5194.887207
	Iteration 34Q: 3 clusters Score -2632073 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -2632130.500000 Penalty: 5194.887207
	Iteration 35Q: 3 clusters Score -2632130 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -2632170.250000 Penalty: 5194.887207
	Iteration 36Q: 3 clusters Score -2632170 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -2632204.500000 Penalty: 5194.887207
	Iteration 37Q: 3 clusters Score -2632204 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -2632229.500000 Penalty: 5194.887207
	Iteration 38Q: 3 clusters Score -2632230 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -2632251.500000 Penalty: 5194.887207
	Iteration 39Q: 3 clusters Score -2632252 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -2632258.500000 Penalty: 5194.887207
	Iteration 40F: 3 clusters Score -2632258 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -2632271.500000 Penalty: 5194.887207
	Iteration 41Q: 3 clusters Score -2632272 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -2632306.500000 Penalty: 5194.887207
	Iteration 42Q: 3 clusters Score -2632306 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -2632311.250000 Penalty: 5194.887207
	Iteration 43Q: 3 clusters Score -2632311 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -2632327.500000 Penalty: 5194.887207
	Iteration 44Q: 3 clusters Score -2632328 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -2632349.750000 Penalty: 5194.887207
	Iteration 45Q: 3 clusters Score -2632350 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -2632355.750000 Penalty: 5194.887207
	Iteration 46Q: 3 clusters Score -2632356 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -2632353.000000 Penalty: 5194.887207
	Iteration 47Q: 3 clusters Score -2632353 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -2632364.250000 Penalty: 5194.887207
	Iteration 48Q: 3 clusters Score -2632364 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -2632370.250000 Penalty: 5194.887207
	Iteration 49Q: 3 clusters Score -2632370 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -2632377.250000 Penalty: 5194.887207
	Iteration 50Q: 3 clusters Score -2632377 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -2632379.250000 Penalty: 5194.887207
	Iteration 51Q: 3 clusters Score -2632379 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -2632390.500000 Penalty: 5194.887207
	Iteration 52Q: 3 clusters Score -2632390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -2632401.000000 Penalty: 5194.887207
	Iteration 53Q: 3 clusters Score -2632401 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -2632397.750000 Penalty: 5194.887207
	Iteration 54Q: 3 clusters Score -2632398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -2632408.250000 Penalty: 5194.887207
	Iteration 55Q: 3 clusters Score -2632408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -2632410.500000 Penalty: 5194.887207
	Iteration 56Q: 3 clusters Score -2632410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -2632420.000000 Penalty: 5194.887207
	Iteration 57Q: 3 clusters Score -2632420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -2632414.000000 Penalty: 5194.887207
	Iteration 58Q: 3 clusters Score -2632414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -2632417.000000 Penalty: 5194.887207
	Iteration 59Q: 3 clusters Score -2632417 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -2632419.250000 Penalty: 5194.887207
	Iteration 60F: 3 clusters Score -2632419 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2632419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2632421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -2632427.750000 Penalty: 5194.887207
	Iteration 63Q: 3 clusters Score -2632428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -2632423.000000 Penalty: 5194.887207
	Iteration 64Q: 3 clusters Score -2632423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2632420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2632427 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -2632436.750000 Penalty: 5194.887207
	Iteration 67Q: 3 clusters Score -2632437 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -2632432.750000 Penalty: 5194.887207
	Iteration 68Q: 3 clusters Score -2632433 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -2632441.250000 Penalty: 5194.887207
	Iteration 69Q: 3 clusters Score -2632441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -2632440.250000 Penalty: 5194.887207
	Iteration 70Q: 3 clusters Score -2632440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -2632444.000000 Penalty: 5194.887207
	Iteration 71Q: 3 clusters Score -2632444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2632442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2632442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -2632452.750000 Penalty: 5194.887207
	Iteration 74Q: 3 clusters Score -2632453 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2632453 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -2632452.750000 Penalty: 5194.887207
	Iteration 76Q: 3 clusters Score -2632453 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -2632452.500000 Penalty: 5194.887207
	Iteration 77Q: 3 clusters Score -2632452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -2632457.000000 Penalty: 5194.887207
	Iteration 78Q: 3 clusters Score -2632457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -2632451.500000 Penalty: 5194.887207
	Iteration 79Q: 3 clusters Score -2632452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -2632452.750000 Penalty: 5194.887207
	Iteration 80F: 3 clusters Score -2632453 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -2632463.250000 Penalty: 5194.887207
	Iteration 81Q: 3 clusters Score -2632463 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -2632471.500000 Penalty: 5194.887207
	Iteration 82Q: 3 clusters Score -2632472 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -2632480.500000 Penalty: 5194.887207
	Iteration 83Q: 3 clusters Score -2632480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -2632485.750000 Penalty: 5194.887207
	Iteration 84Q: 3 clusters Score -2632486 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -2632493.000000 Penalty: 5194.887207
	Iteration 85Q: 3 clusters Score -2632493 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -2632486.250000 Penalty: 5194.887207
	Iteration 86Q: 3 clusters Score -2632486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -2632483.750000 Penalty: 5194.887207
	Iteration 87Q: 3 clusters Score -2632484 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -2632490.000000 Penalty: 5194.887207
	Iteration 88Q: 3 clusters Score -2632490 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -2632489.750000 Penalty: 5194.887207
	Iteration 89Q: 3 clusters Score -2632490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -2632492.750000 Penalty: 5194.887207
	Iteration 90Q: 3 clusters Score -2632493 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -2632497.000000 Penalty: 5194.887207
	Iteration 91Q: 3 clusters Score -2632497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -2632496.750000 Penalty: 5194.887207
	Iteration 92Q: 3 clusters Score -2632497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -2632505.000000 Penalty: 5194.887207
	Iteration 93Q: 3 clusters Score -2632505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -2632509.750000 Penalty: 5194.887207
	Iteration 94Q: 3 clusters Score -2632510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -2632506.250000 Penalty: 5194.887207
	Iteration 95Q: 3 clusters Score -2632506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -2632507.750000 Penalty: 5194.887207
	Iteration 96Q: 3 clusters Score -2632508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -2632516.500000 Penalty: 5194.887207
	Iteration 97Q: 3 clusters Score -2632516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -2632514.000000 Penalty: 5194.887207
	Iteration 98Q: 3 clusters Score -2632514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -2632517.500000 Penalty: 5194.887207
	Iteration 99Q: 3 clusters Score -2632518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -2632509.500000 Penalty: 5194.887207
	Iteration 100F: 3 clusters Score -2632510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -2632512.000000 Penalty: 5194.887207
	Iteration 101Q: 3 clusters Score -2632512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -2632514.750000 Penalty: 5194.887207
	Iteration 102Q: 3 clusters Score -2632515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -2632519.000000 Penalty: 5194.887207
	Iteration 103Q: 3 clusters Score -2632519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -2632514.000000 Penalty: 5194.887207
	Iteration 104Q: 3 clusters Score -2632514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -2632517.500000 Penalty: 5194.887207
	Iteration 105Q: 3 clusters Score -2632518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -2632526.750000 Penalty: 5194.887207
	Iteration 106Q: 3 clusters Score -2632527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -2632521.750000 Penalty: 5194.887207
	Iteration 107Q: 3 clusters Score -2632522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -2632521.500000 Penalty: 5194.887207
	Iteration 108Q: 3 clusters Score -2632522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -2632518.750000 Penalty: 5194.887207
	Iteration 109Q: 3 clusters Score -2632519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -2632522.500000 Penalty: 5194.887207
	Iteration 110Q: 3 clusters Score -2632522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -2632529.000000 Penalty: 5194.887207
	Iteration 111Q: 3 clusters Score -2632529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -2632525.000000 Penalty: 5194.887207
	Iteration 112Q: 3 clusters Score -2632525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -2632528.250000 Penalty: 5194.887207
	Iteration 113Q: 3 clusters Score -2632528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -2632526.750000 Penalty: 5194.887207
	Iteration 114Q: 3 clusters Score -2632527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -2632531.250000 Penalty: 5194.887207
	Iteration 115Q: 3 clusters Score -2632531 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -2632528.750000 Penalty: 5194.887207
	Iteration 116Q: 3 clusters Score -2632529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -2632526.500000 Penalty: 5194.887207
	Iteration 117Q: 3 clusters Score -2632526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -2632526.500000 Penalty: 5194.887207
	Iteration 118Q: 3 clusters Score -2632526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -2632533.250000 Penalty: 5194.887207
	Iteration 119Q: 3 clusters Score -2632533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -2632529.500000 Penalty: 5194.887207
	Iteration 120F: 3 clusters Score -2632530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -2632533.000000 Penalty: 5194.887207
	Iteration 121Q: 3 clusters Score -2632533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -2632528.750000 Penalty: 5194.887207
	Iteration 122Q: 3 clusters Score -2632529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -2632529.750000 Penalty: 5194.887207
	Iteration 123Q: 3 clusters Score -2632530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -2632532.750000 Penalty: 5194.887207
	Iteration 124Q: 3 clusters Score -2632533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -2632530.250000 Penalty: 5194.887207
	Iteration 125Q: 3 clusters Score -2632530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -2632526.500000 Penalty: 5194.887207
	Iteration 126Q: 3 clusters Score -2632526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2632528 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -2632527.750000 Penalty: 5194.887207
	Iteration 128F: 3 clusters Score -2632528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9547 members 
Entering Unmasked Estep 
Score: -654162.375000 Penalty: 2272.667725
	Iteration 0F: 2 clusters Score -654162.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -646804.437500 Penalty: 4545.335449
	Iteration 0F: 3 clusters Score -646804.4 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -648996.812500 Penalty: 4545.335449
	Iteration 1F: 3 clusters Score -648996.8 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -649387.937500 Penalty: 4545.335449
	Iteration 2F: 3 clusters Score -649387.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -649695.062500 Penalty: 4545.335449
	Iteration 3F: 3 clusters Score -649695.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -650001.250000 Penalty: 4545.335449
	Iteration 4F: 3 clusters Score -650001.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -650303.312500 Penalty: 4545.335449
	Iteration 5Q: 3 clusters Score -650303.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -650629.750000 Penalty: 4545.335449
	Iteration 6F: 3 clusters Score -650629.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -650943.312500 Penalty: 4545.335449
	Iteration 7Q: 3 clusters Score -650943.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -651228.687500 Penalty: 4545.335449
	Iteration 8Q: 3 clusters Score -651228.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -651485.437500 Penalty: 4545.335449
	Iteration 9Q: 3 clusters Score -651485.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -651709.000000 Penalty: 4545.335449
	Iteration 10Q: 3 clusters Score -651709 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -651902.937500 Penalty: 4545.335449
	Iteration 11Q: 3 clusters Score -651902.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -652047.562500 Penalty: 4545.335449
	Iteration 12Q: 3 clusters Score -652047.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -652143.625000 Penalty: 4545.335449
	Iteration 13Q: 3 clusters Score -652143.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -652212.187500 Penalty: 4545.335449
	Iteration 14Q: 3 clusters Score -652212.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -652269.562500 Penalty: 4545.335449
	Iteration 15Q: 3 clusters Score -652269.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -652308.437500 Penalty: 4545.335449
	Iteration 16Q: 3 clusters Score -652308.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -652340.500000 Penalty: 4545.335449
	Iteration 17Q: 3 clusters Score -652340.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -652368.750000 Penalty: 4545.335449
	Iteration 18Q: 3 clusters Score -652368.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -652388.562500 Penalty: 4545.335449
	Iteration 19Q: 3 clusters Score -652388.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -652402.000000 Penalty: 4545.335449
	Iteration 20F: 3 clusters Score -652402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -652411.812500 Penalty: 4545.335449
	Iteration 21Q: 3 clusters Score -652411.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -652416.375000 Penalty: 4545.335449
	Iteration 22Q: 3 clusters Score -652416.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -652423.500000 Penalty: 4545.335449
	Iteration 23Q: 3 clusters Score -652423.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -652425.250000 Penalty: 4545.335449
	Iteration 24Q: 3 clusters Score -652425.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -652429.000000 Penalty: 4545.335449
	Iteration 25Q: 3 clusters Score -652429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -652429.187500 Penalty: 4545.335449
	Iteration 26Q: 3 clusters Score -652429.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -652431.562500 Penalty: 4545.335449
	Iteration 27Q: 3 clusters Score -652431.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -652433.625000 Penalty: 4545.335449
	Iteration 28Q: 3 clusters Score -652433.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -652437.000000 Penalty: 4545.335449
	Iteration 29Q: 3 clusters Score -652437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -652437.750000 Penalty: 4545.335449
	Iteration 30Q: 3 clusters Score -652437.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -652440.937500 Penalty: 4545.335449
	Iteration 31Q: 3 clusters Score -652440.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -652440.437500 Penalty: 4545.335449
	Iteration 32Q: 3 clusters Score -652440.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -652440.437500 Penalty: 4545.335449
	Iteration 33F: 3 clusters Score -652440.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Entering Unmasked Estep 
Score: -181656.953125 Penalty: 1945.760254
	Iteration 0F: 2 clusters Score -181657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -178666.421875 Penalty: 3891.520508
	Iteration 0F: 3 clusters Score -178666.4 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -179309.828125 Penalty: 3891.520508
	Iteration 1F: 3 clusters Score -179309.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -179545.000000 Penalty: 3891.520508
	Iteration 2F: 3 clusters Score -179545 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -179723.765625 Penalty: 3891.520508
	Iteration 3F: 3 clusters Score -179723.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -179850.453125 Penalty: 3891.520508
	Iteration 4F: 3 clusters Score -179850.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -179950.687500 Penalty: 3891.520508
	Iteration 5Q: 3 clusters Score -179950.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -180017.781250 Penalty: 3891.520508
	Iteration 6Q: 3 clusters Score -180017.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -180070.953125 Penalty: 3891.520508
	Iteration 7Q: 3 clusters Score -180071 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -180113.125000 Penalty: 3891.520508
	Iteration 8Q: 3 clusters Score -180113.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -180145.921875 Penalty: 3891.520508
	Iteration 9Q: 3 clusters Score -180145.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -180169.781250 Penalty: 3891.520508
	Iteration 10Q: 3 clusters Score -180169.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -180189.296875 Penalty: 3891.520508
	Iteration 11Q: 3 clusters Score -180189.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -180205.031250 Penalty: 3891.520508
	Iteration 12Q: 3 clusters Score -180205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -180213.750000 Penalty: 3891.520508
	Iteration 13Q: 3 clusters Score -180213.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -180217.703125 Penalty: 3891.520508
	Iteration 14Q: 3 clusters Score -180217.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -180221.656250 Penalty: 3891.520508
	Iteration 15Q: 3 clusters Score -180221.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -180224.562500 Penalty: 3891.520508
	Iteration 16Q: 3 clusters Score -180224.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -180227.968750 Penalty: 3891.520508
	Iteration 17Q: 3 clusters Score -180228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -180233.531250 Penalty: 3891.520508
	Iteration 18Q: 3 clusters Score -180233.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -180236.453125 Penalty: 3891.520508
	Iteration 19Q: 3 clusters Score -180236.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -180240.437500 Penalty: 3891.520508
	Iteration 20F: 3 clusters Score -180240.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -180244.140625 Penalty: 3891.520508
	Iteration 21Q: 3 clusters Score -180244.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -180247.359375 Penalty: 3891.520508
	Iteration 22Q: 3 clusters Score -180247.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -180250.046875 Penalty: 3891.520508
	Iteration 23Q: 3 clusters Score -180250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -180253.218750 Penalty: 3891.520508
	Iteration 24Q: 3 clusters Score -180253.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -180254.218750 Penalty: 3891.520508
	Iteration 25Q: 3 clusters Score -180254.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -180254.375000 Penalty: 3891.520508
	Iteration 26Q: 3 clusters Score -180254.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -180255.015625 Penalty: 3891.520508
	Iteration 27Q: 3 clusters Score -180255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -180255.109375 Penalty: 3891.520508
	Iteration 28Q: 3 clusters Score -180255.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -180255.109375 Penalty: 3891.520508
	Iteration 29F: 3 clusters Score -180255.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Entering Unmasked Estep 
Score: -176794.906250 Penalty: 1939.369385
	Iteration 0F: 2 clusters Score -176794.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -173895.671875 Penalty: 3878.738770
	Iteration 0F: 3 clusters Score -173895.7 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -174532.546875 Penalty: 3878.738770
	Iteration 1F: 3 clusters Score -174532.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -174701.921875 Penalty: 3878.738770
	Iteration 2F: 3 clusters Score -174701.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -174818.453125 Penalty: 3878.738770
	Iteration 3F: 3 clusters Score -174818.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -174890.437500 Penalty: 3878.738770
	Iteration 4Q: 3 clusters Score -174890.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -174935.718750 Penalty: 3878.738770
	Iteration 5Q: 3 clusters Score -174935.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -174976.625000 Penalty: 3878.738770
	Iteration 6Q: 3 clusters Score -174976.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -175011.953125 Penalty: 3878.738770
	Iteration 7Q: 3 clusters Score -175012 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -175047.875000 Penalty: 3878.738770
	Iteration 8Q: 3 clusters Score -175047.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -175077.640625 Penalty: 3878.738770
	Iteration 9Q: 3 clusters Score -175077.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -175093.359375 Penalty: 3878.738770
	Iteration 10Q: 3 clusters Score -175093.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -175107.765625 Penalty: 3878.738770
	Iteration 11Q: 3 clusters Score -175107.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -175122.812500 Penalty: 3878.738770
	Iteration 12Q: 3 clusters Score -175122.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -175139.437500 Penalty: 3878.738770
	Iteration 13Q: 3 clusters Score -175139.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -175151.156250 Penalty: 3878.738770
	Iteration 14Q: 3 clusters Score -175151.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -175160.468750 Penalty: 3878.738770
	Iteration 15Q: 3 clusters Score -175160.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -175174.562500 Penalty: 3878.738770
	Iteration 16Q: 3 clusters Score -175174.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -175183.265625 Penalty: 3878.738770
	Iteration 17Q: 3 clusters Score -175183.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -175188.984375 Penalty: 3878.738770
	Iteration 18Q: 3 clusters Score -175189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -175192.625000 Penalty: 3878.738770
	Iteration 19Q: 3 clusters Score -175192.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -175197.453125 Penalty: 3878.738770
	Iteration 20F: 3 clusters Score -175197.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -175204.765625 Penalty: 3878.738770
	Iteration 21Q: 3 clusters Score -175204.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -175212.687500 Penalty: 3878.738770
	Iteration 22Q: 3 clusters Score -175212.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -175215.687500 Penalty: 3878.738770
	Iteration 23Q: 3 clusters Score -175215.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -175217.062500 Penalty: 3878.738770
	Iteration 24Q: 3 clusters Score -175217.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -175217.468750 Penalty: 3878.738770
	Iteration 25Q: 3 clusters Score -175217.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -175217.468750 Penalty: 3878.738770
	Iteration 26F: 3 clusters Score -175217.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Entering Unmasked Estep 
Score: -130268.976562 Penalty: 1867.957886
	Iteration 0F: 2 clusters Score -130269 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 929 members 
Entering Unmasked Estep 
Score: -127823.101562 Penalty: 3735.915771
	Iteration 0F: 3 clusters Score -127823.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -128318.164062 Penalty: 3735.915771
	Iteration 1F: 3 clusters Score -128318.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -128484.046875 Penalty: 3735.915771
	Iteration 2F: 3 clusters Score -128484 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -128570.148438 Penalty: 3735.915771
	Iteration 3Q: 3 clusters Score -128570.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -128659.273438 Penalty: 3735.915771
	Iteration 4Q: 3 clusters Score -128659.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -128735.195312 Penalty: 3735.915771
	Iteration 5Q: 3 clusters Score -128735.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -128804.554688 Penalty: 3735.915771
	Iteration 6Q: 3 clusters Score -128804.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -128862.984375 Penalty: 3735.915771
	Iteration 7Q: 3 clusters Score -128863 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -128896.101562 Penalty: 3735.915771
	Iteration 8Q: 3 clusters Score -128896.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -128917.234375 Penalty: 3735.915771
	Iteration 9Q: 3 clusters Score -128917.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -128933.781250 Penalty: 3735.915771
	Iteration 10Q: 3 clusters Score -128933.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -128945.679688 Penalty: 3735.915771
	Iteration 11Q: 3 clusters Score -128945.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -128954.546875 Penalty: 3735.915771
	Iteration 12Q: 3 clusters Score -128954.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -128963.367188 Penalty: 3735.915771
	Iteration 13Q: 3 clusters Score -128963.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -128972.453125 Penalty: 3735.915771
	Iteration 14Q: 3 clusters Score -128972.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -128978.632812 Penalty: 3735.915771
	Iteration 15Q: 3 clusters Score -128978.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -128982.609375 Penalty: 3735.915771
	Iteration 16Q: 3 clusters Score -128982.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -128984.820312 Penalty: 3735.915771
	Iteration 17Q: 3 clusters Score -128984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -128988.125000 Penalty: 3735.915771
	Iteration 18Q: 3 clusters Score -128988.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -128990.328125 Penalty: 3735.915771
	Iteration 19Q: 3 clusters Score -128990.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -128993.117188 Penalty: 3735.915771
	Iteration 20F: 3 clusters Score -128993.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -128994.117188 Penalty: 3735.915771
	Iteration 21Q: 3 clusters Score -128994.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -128996.421875 Penalty: 3735.915771
	Iteration 22Q: 3 clusters Score -128996.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -129000.609375 Penalty: 3735.915771
	Iteration 23Q: 3 clusters Score -129000.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -129002.898438 Penalty: 3735.915771
	Iteration 24Q: 3 clusters Score -129002.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -129004.515625 Penalty: 3735.915771
	Iteration 25Q: 3 clusters Score -129004.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -129007.398438 Penalty: 3735.915771
	Iteration 26Q: 3 clusters Score -129007.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -129010.750000 Penalty: 3735.915771
	Iteration 27Q: 3 clusters Score -129010.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -129013.765625 Penalty: 3735.915771
	Iteration 28Q: 3 clusters Score -129013.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -129015.421875 Penalty: 3735.915771
	Iteration 29Q: 3 clusters Score -129015.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -129015.804688 Penalty: 3735.915771
	Iteration 30Q: 3 clusters Score -129015.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -129015.804688 Penalty: 3735.915771
	Iteration 31F: 3 clusters Score -129015.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (29200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Entering Unmasked Estep 
Score: -2227780.500000 Penalty: 2549.917236
	Iteration 0F: 2 clusters Score -2227780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2207746.250000 Penalty: 5099.834473
	Iteration 0F: 3 clusters Score -2207746 nChanged 13070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2215027.750000 Penalty: 5099.834473
	Iteration 1F: 3 clusters Score -2215028 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2215875.500000 Penalty: 5099.834473
	Iteration 2F: 3 clusters Score -2215876 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2216845.000000 Penalty: 5099.834473
	Iteration 3F: 3 clusters Score -2216845 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2218048.750000 Penalty: 5099.834473
	Iteration 4F: 3 clusters Score -2218049 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2219459.000000 Penalty: 5099.834473
	Iteration 5F: 3 clusters Score -2219459 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2221033.000000 Penalty: 5099.834473
	Iteration 6F: 3 clusters Score -2221033 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -2222526.500000 Penalty: 5099.834473
	Iteration 7F: 3 clusters Score -2222526 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -2223714.500000 Penalty: 5099.834473
	Iteration 8Q: 3 clusters Score -2223714 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -2224461.500000 Penalty: 5099.834473
	Iteration 9Q: 3 clusters Score -2224462 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -2224858.750000 Penalty: 5099.834473
	Iteration 10Q: 3 clusters Score -2224859 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -2225075.000000 Penalty: 5099.834473
	Iteration 11Q: 3 clusters Score -2225075 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -2225226.500000 Penalty: 5099.834473
	Iteration 12Q: 3 clusters Score -2225226 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -2225346.500000 Penalty: 5099.834473
	Iteration 13Q: 3 clusters Score -2225346 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -2225422.250000 Penalty: 5099.834473
	Iteration 14Q: 3 clusters Score -2225422 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -2225483.000000 Penalty: 5099.834473
	Iteration 15Q: 3 clusters Score -2225483 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -2225552.250000 Penalty: 5099.834473
	Iteration 16Q: 3 clusters Score -2225552 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -2225593.500000 Penalty: 5099.834473
	Iteration 17Q: 3 clusters Score -2225594 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -2225634.750000 Penalty: 5099.834473
	Iteration 18Q: 3 clusters Score -2225635 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -2225663.750000 Penalty: 5099.834473
	Iteration 19Q: 3 clusters Score -2225664 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -2225686.250000 Penalty: 5099.834473
	Iteration 20F: 3 clusters Score -2225686 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -2225710.500000 Penalty: 5099.834473
	Iteration 21Q: 3 clusters Score -2225710 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -2225726.250000 Penalty: 5099.834473
	Iteration 22Q: 3 clusters Score -2225726 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -2225745.500000 Penalty: 5099.834473
	Iteration 23Q: 3 clusters Score -2225746 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -2225761.250000 Penalty: 5099.834473
	Iteration 24Q: 3 clusters Score -2225761 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -2225781.750000 Penalty: 5099.834473
	Iteration 25Q: 3 clusters Score -2225782 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -2225796.000000 Penalty: 5099.834473
	Iteration 26Q: 3 clusters Score -2225796 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -2225815.250000 Penalty: 5099.834473
	Iteration 27Q: 3 clusters Score -2225815 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -2225825.500000 Penalty: 5099.834473
	Iteration 28Q: 3 clusters Score -2225826 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -2225841.500000 Penalty: 5099.834473
	Iteration 29Q: 3 clusters Score -2225842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -2225852.250000 Penalty: 5099.834473
	Iteration 30Q: 3 clusters Score -2225852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -2225861.250000 Penalty: 5099.834473
	Iteration 31Q: 3 clusters Score -2225861 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -2225871.000000 Penalty: 5099.834473
	Iteration 32Q: 3 clusters Score -2225871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -2225876.000000 Penalty: 5099.834473
	Iteration 33Q: 3 clusters Score -2225876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -2225884.250000 Penalty: 5099.834473
	Iteration 34Q: 3 clusters Score -2225884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -2225887.750000 Penalty: 5099.834473
	Iteration 35Q: 3 clusters Score -2225888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -2225891.750000 Penalty: 5099.834473
	Iteration 36Q: 3 clusters Score -2225892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -2225897.000000 Penalty: 5099.834473
	Iteration 37Q: 3 clusters Score -2225897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -2225895.500000 Penalty: 5099.834473
	Iteration 38Q: 3 clusters Score -2225896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -2225906.250000 Penalty: 5099.834473
	Iteration 39Q: 3 clusters Score -2225906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -2225915.000000 Penalty: 5099.834473
	Iteration 40F: 3 clusters Score -2225915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -2225921.000000 Penalty: 5099.834473
	Iteration 41Q: 3 clusters Score -2225921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -2225922.250000 Penalty: 5099.834473
	Iteration 42Q: 3 clusters Score -2225922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -2225923.500000 Penalty: 5099.834473
	Iteration 43Q: 3 clusters Score -2225924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -2225928.750000 Penalty: 5099.834473
	Iteration 44Q: 3 clusters Score -2225929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -2225931.000000 Penalty: 5099.834473
	Iteration 45Q: 3 clusters Score -2225931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -2225937.500000 Penalty: 5099.834473
	Iteration 46Q: 3 clusters Score -2225938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -2225942.250000 Penalty: 5099.834473
	Iteration 47Q: 3 clusters Score -2225942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -2225951.000000 Penalty: 5099.834473
	Iteration 48Q: 3 clusters Score -2225951 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -2225961.750000 Penalty: 5099.834473
	Iteration 49Q: 3 clusters Score -2225962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -2225965.500000 Penalty: 5099.834473
	Iteration 50Q: 3 clusters Score -2225966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -2225967.500000 Penalty: 5099.834473
	Iteration 51Q: 3 clusters Score -2225968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -2225967.500000 Penalty: 5099.834473
	Iteration 52Q: 3 clusters Score -2225968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -2225972.000000 Penalty: 5099.834473
	Iteration 53Q: 3 clusters Score -2225972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -2225976.000000 Penalty: 5099.834473
	Iteration 54Q: 3 clusters Score -2225976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -2225979.000000 Penalty: 5099.834473
	Iteration 55Q: 3 clusters Score -2225979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -2225979.500000 Penalty: 5099.834473
	Iteration 56Q: 3 clusters Score -2225980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -2225976.750000 Penalty: 5099.834473
	Iteration 57Q: 3 clusters Score -2225977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -2225976.750000 Penalty: 5099.834473
	Iteration 58Q: 3 clusters Score -2225977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -2225976.750000 Penalty: 5099.834473
	Iteration 59Q: 3 clusters Score -2225977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -2225979.750000 Penalty: 5099.834473
	Iteration 60F: 3 clusters Score -2225980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -2225981.250000 Penalty: 5099.834473
	Iteration 61Q: 3 clusters Score -2225981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -2225982.750000 Penalty: 5099.834473
	Iteration 62Q: 3 clusters Score -2225983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -2225986.750000 Penalty: 5099.834473
	Iteration 63Q: 3 clusters Score -2225987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -2225989.750000 Penalty: 5099.834473
	Iteration 64Q: 3 clusters Score -2225990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -2225997.750000 Penalty: 5099.834473
	Iteration 65Q: 3 clusters Score -2225998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -2225993.250000 Penalty: 5099.834473
	Iteration 66Q: 3 clusters Score -2225993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -2225997.000000 Penalty: 5099.834473
	Iteration 67Q: 3 clusters Score -2225997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -2225997.750000 Penalty: 5099.834473
	Iteration 68Q: 3 clusters Score -2225998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -2225997.750000 Penalty: 5099.834473
	Iteration 69Q: 3 clusters Score -2225998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -2226002.000000 Penalty: 5099.834473
	Iteration 70Q: 3 clusters Score -2226002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -2226002.500000 Penalty: 5099.834473
	Iteration 71Q: 3 clusters Score -2226002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -2226004.000000 Penalty: 5099.834473
	Iteration 72Q: 3 clusters Score -2226004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -2226004.000000 Penalty: 5099.834473
	Iteration 73F: 3 clusters Score -2226004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Entering Unmasked Estep 
Score: -136585.968750 Penalty: 1946.632324
	Iteration 0F: 2 clusters Score -136586 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 1291 members 
Entering Unmasked Estep 
Score: -133661.453125 Penalty: 3893.264648
	Iteration 0F: 3 clusters Score -133661.5 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -134616.187500 Penalty: 3893.264648
	Iteration 1F: 3 clusters Score -134616.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -135015.546875 Penalty: 3893.264648
	Iteration 2F: 3 clusters Score -135015.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -135340.015625 Penalty: 3893.264648
	Iteration 3F: 3 clusters Score -135340 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -135645.312500 Penalty: 3893.264648
	Iteration 4F: 3 clusters Score -135645.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -135890.843750 Penalty: 3893.264648
	Iteration 5F: 3 clusters Score -135890.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -136098.656250 Penalty: 3893.264648
	Iteration 6Q: 3 clusters Score -136098.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -136263.578125 Penalty: 3893.264648
	Iteration 7Q: 3 clusters Score -136263.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -136346.796875 Penalty: 3893.264648
	Iteration 8Q: 3 clusters Score -136346.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -136403.937500 Penalty: 3893.264648
	Iteration 9Q: 3 clusters Score -136403.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -136444.078125 Penalty: 3893.264648
	Iteration 10Q: 3 clusters Score -136444.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -136475.953125 Penalty: 3893.264648
	Iteration 11Q: 3 clusters Score -136476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -136504.671875 Penalty: 3893.264648
	Iteration 12Q: 3 clusters Score -136504.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -136530.187500 Penalty: 3893.264648
	Iteration 13Q: 3 clusters Score -136530.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -136560.906250 Penalty: 3893.264648
	Iteration 14Q: 3 clusters Score -136560.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -136605.281250 Penalty: 3893.264648
	Iteration 15Q: 3 clusters Score -136605.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -136657.046875 Penalty: 3893.264648
	Iteration 16Q: 3 clusters Score -136657 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -136703.265625 Penalty: 3893.264648
	Iteration 17Q: 3 clusters Score -136703.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -136745.906250 Penalty: 3893.264648
	Iteration 18Q: 3 clusters Score -136745.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -136775.546875 Penalty: 3893.264648
	Iteration 19Q: 3 clusters Score -136775.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -136788.921875 Penalty: 3893.264648
	Iteration 20F: 3 clusters Score -136788.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -136796.453125 Penalty: 3893.264648
	Iteration 21Q: 3 clusters Score -136796.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -136802.625000 Penalty: 3893.264648
	Iteration 22Q: 3 clusters Score -136802.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -136809.062500 Penalty: 3893.264648
	Iteration 23Q: 3 clusters Score -136809.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -136814.906250 Penalty: 3893.264648
	Iteration 24Q: 3 clusters Score -136814.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -136819.703125 Penalty: 3893.264648
	Iteration 25Q: 3 clusters Score -136819.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -136822.281250 Penalty: 3893.264648
	Iteration 26Q: 3 clusters Score -136822.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -136823.718750 Penalty: 3893.264648
	Iteration 27Q: 3 clusters Score -136823.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -136823.718750 Penalty: 3893.264648
	Iteration 28F: 3 clusters Score -136823.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 207643 members 
Mstep: Class 3 contains 57622 members 
Mstep: Class 4 contains 6549 members 
Mstep: Class 5 contains 216648 members 
Mstep: Class 6 contains 9690 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80937 members 
Mstep: Class 10 contains 355673 members 
Mstep: Class 11 contains 38662 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130140 members 
Mstep: Class 17 contains 24313 members 
Mstep: Class 18 contains 27129 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11257 members 
Mstep: Class 21 contains 3929 members 
Mstep: Class 22 contains 12145 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35368 members 
Mstep: Class 30 contains 9547 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29200 members 
Mstep: Class 35 contains 1486 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 1078 members 
Entering Unmasked Estep 
Score: -102300072.000000 Penalty: 158063.093750
Splitting cluster 35 changes total score from -102301248.000000 to -102300072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (9614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Entering Unmasked Estep 
Score: -694627.500000 Penalty: 2274.401855
	Iteration 0F: 2 clusters Score -694627.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -687232.250000 Penalty: 4548.803711
	Iteration 0F: 3 clusters Score -687232.2 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -689301.250000 Penalty: 4548.803711
	Iteration 1F: 3 clusters Score -689301.2 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -689662.875000 Penalty: 4548.803711
	Iteration 2F: 3 clusters Score -689662.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -689978.437500 Penalty: 4548.803711
	Iteration 3F: 3 clusters Score -689978.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -690309.687500 Penalty: 4548.803711
	Iteration 4F: 3 clusters Score -690309.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -690658.312500 Penalty: 4548.803711
	Iteration 5F: 3 clusters Score -690658.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -691071.437500 Penalty: 4548.803711
	Iteration 6F: 3 clusters Score -691071.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -691521.562500 Penalty: 4548.803711
	Iteration 7F: 3 clusters Score -691521.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -691906.562500 Penalty: 4548.803711
	Iteration 8F: 3 clusters Score -691906.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -692237.000000 Penalty: 4548.803711
	Iteration 9Q: 3 clusters Score -692237 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -692499.062500 Penalty: 4548.803711
	Iteration 10Q: 3 clusters Score -692499.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -692723.625000 Penalty: 4548.803711
	Iteration 11Q: 3 clusters Score -692723.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -692938.062500 Penalty: 4548.803711
	Iteration 12Q: 3 clusters Score -692938.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -693142.750000 Penalty: 4548.803711
	Iteration 13Q: 3 clusters Score -693142.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -693318.875000 Penalty: 4548.803711
	Iteration 14Q: 3 clusters Score -693318.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -693415.250000 Penalty: 4548.803711
	Iteration 15Q: 3 clusters Score -693415.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -693481.937500 Penalty: 4548.803711
	Iteration 16Q: 3 clusters Score -693481.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -693521.500000 Penalty: 4548.803711
	Iteration 17Q: 3 clusters Score -693521.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -693554.812500 Penalty: 4548.803711
	Iteration 18Q: 3 clusters Score -693554.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -693576.812500 Penalty: 4548.803711
	Iteration 19Q: 3 clusters Score -693576.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -693591.625000 Penalty: 4548.803711
	Iteration 20F: 3 clusters Score -693591.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -693596.375000 Penalty: 4548.803711
	Iteration 21Q: 3 clusters Score -693596.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -693605.875000 Penalty: 4548.803711
	Iteration 22Q: 3 clusters Score -693605.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -693610.687500 Penalty: 4548.803711
	Iteration 23Q: 3 clusters Score -693610.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -693613.750000 Penalty: 4548.803711
	Iteration 24Q: 3 clusters Score -693613.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -693617.000000 Penalty: 4548.803711
	Iteration 25Q: 3 clusters Score -693617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -693619.437500 Penalty: 4548.803711
	Iteration 26Q: 3 clusters Score -693619.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -693619.875000 Penalty: 4548.803711
	Iteration 27Q: 3 clusters Score -693619.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -693621.375000 Penalty: 4548.803711
	Iteration 28Q: 3 clusters Score -693621.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -693621.375000 Penalty: 4548.803711
	Iteration 29Q: 3 clusters Score -693621.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -693622.062500 Penalty: 4548.803711
	Iteration 30Q: 3 clusters Score -693622.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -693622.062500 Penalty: 4548.803711
	Iteration 31Q: 3 clusters Score -693622.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -693623.000000 Penalty: 4548.803711
	Iteration 32Q: 3 clusters Score -693623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -693623.000000 Penalty: 4548.803711
	Iteration 33F: 3 clusters Score -693623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Entering Unmasked Estep 
Score: -201726.984375 Penalty: 1988.619019
	Iteration 0F: 2 clusters Score -201727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -198464.765625 Penalty: 3977.238037
	Iteration 0F: 3 clusters Score -198464.8 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -199160.312500 Penalty: 3977.238037
	Iteration 1F: 3 clusters Score -199160.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -199336.703125 Penalty: 3977.238037
	Iteration 2F: 3 clusters Score -199336.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -199462.000000 Penalty: 3977.238037
	Iteration 3F: 3 clusters Score -199462 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -199565.750000 Penalty: 3977.238037
	Iteration 4Q: 3 clusters Score -199565.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -199677.375000 Penalty: 3977.238037
	Iteration 5Q: 3 clusters Score -199677.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -199786.328125 Penalty: 3977.238037
	Iteration 6Q: 3 clusters Score -199786.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -199900.359375 Penalty: 3977.238037
	Iteration 7Q: 3 clusters Score -199900.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -199997.593750 Penalty: 3977.238037
	Iteration 8Q: 3 clusters Score -199997.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -200071.921875 Penalty: 3977.238037
	Iteration 9Q: 3 clusters Score -200071.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -200126.453125 Penalty: 3977.238037
	Iteration 10Q: 3 clusters Score -200126.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -200167.734375 Penalty: 3977.238037
	Iteration 11Q: 3 clusters Score -200167.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -200207.281250 Penalty: 3977.238037
	Iteration 12Q: 3 clusters Score -200207.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -200250.875000 Penalty: 3977.238037
	Iteration 13Q: 3 clusters Score -200250.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -200294.328125 Penalty: 3977.238037
	Iteration 14Q: 3 clusters Score -200294.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -200334.031250 Penalty: 3977.238037
	Iteration 15Q: 3 clusters Score -200334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -200365.015625 Penalty: 3977.238037
	Iteration 16Q: 3 clusters Score -200365 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -200389.328125 Penalty: 3977.238037
	Iteration 17Q: 3 clusters Score -200389.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -200413.265625 Penalty: 3977.238037
	Iteration 18Q: 3 clusters Score -200413.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -200438.078125 Penalty: 3977.238037
	Iteration 19Q: 3 clusters Score -200438.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -200459.718750 Penalty: 3977.238037
	Iteration 20F: 3 clusters Score -200459.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -200479.093750 Penalty: 3977.238037
	Iteration 21Q: 3 clusters Score -200479.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -200492.343750 Penalty: 3977.238037
	Iteration 22Q: 3 clusters Score -200492.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -200504.406250 Penalty: 3977.238037
	Iteration 23Q: 3 clusters Score -200504.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -200513.843750 Penalty: 3977.238037
	Iteration 24Q: 3 clusters Score -200513.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -200520.750000 Penalty: 3977.238037
	Iteration 25Q: 3 clusters Score -200520.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -200526.140625 Penalty: 3977.238037
	Iteration 26Q: 3 clusters Score -200526.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -200528.578125 Penalty: 3977.238037
	Iteration 27Q: 3 clusters Score -200528.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -200533.203125 Penalty: 3977.238037
	Iteration 28Q: 3 clusters Score -200533.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -200538.015625 Penalty: 3977.238037
	Iteration 29Q: 3 clusters Score -200538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -200540.343750 Penalty: 3977.238037
	Iteration 30Q: 3 clusters Score -200540.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -200542.062500 Penalty: 3977.238037
	Iteration 31Q: 3 clusters Score -200542.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -200542.343750 Penalty: 3977.238037
	Iteration 32Q: 3 clusters Score -200542.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -200543.156250 Penalty: 3977.238037
	Iteration 33Q: 3 clusters Score -200543.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -200543.546875 Penalty: 3977.238037
	Iteration 34Q: 3 clusters Score -200543.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -200545.750000 Penalty: 3977.238037
	Iteration 35Q: 3 clusters Score -200545.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -200545.750000 Penalty: 3977.238037
	Iteration 36F: 3 clusters Score -200545.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Entering Unmasked Estep 
Score: -216512.515625 Penalty: 1987.144897
	Iteration 0F: 2 clusters Score -216512.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -213212.546875 Penalty: 3974.289795
	Iteration 0F: 3 clusters Score -213212.5 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -213867.625000 Penalty: 3974.289795
	Iteration 1F: 3 clusters Score -213867.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -214009.234375 Penalty: 3974.289795
	Iteration 2F: 3 clusters Score -214009.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -214093.593750 Penalty: 3974.289795
	Iteration 3Q: 3 clusters Score -214093.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -214157.234375 Penalty: 3974.289795
	Iteration 4Q: 3 clusters Score -214157.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -214194.984375 Penalty: 3974.289795
	Iteration 5Q: 3 clusters Score -214195 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -214223.718750 Penalty: 3974.289795
	Iteration 6Q: 3 clusters Score -214223.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -214248.796875 Penalty: 3974.289795
	Iteration 7Q: 3 clusters Score -214248.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -214273.750000 Penalty: 3974.289795
	Iteration 8Q: 3 clusters Score -214273.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -214297.453125 Penalty: 3974.289795
	Iteration 9Q: 3 clusters Score -214297.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -214322.031250 Penalty: 3974.289795
	Iteration 10Q: 3 clusters Score -214322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -214342.812500 Penalty: 3974.289795
	Iteration 11Q: 3 clusters Score -214342.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -214368.078125 Penalty: 3974.289795
	Iteration 12Q: 3 clusters Score -214368.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -214410.406250 Penalty: 3974.289795
	Iteration 13Q: 3 clusters Score -214410.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -214455.765625 Penalty: 3974.289795
	Iteration 14Q: 3 clusters Score -214455.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -214505.609375 Penalty: 3974.289795
	Iteration 15Q: 3 clusters Score -214505.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -214550.531250 Penalty: 3974.289795
	Iteration 16Q: 3 clusters Score -214550.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -214601.546875 Penalty: 3974.289795
	Iteration 17Q: 3 clusters Score -214601.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -214653.687500 Penalty: 3974.289795
	Iteration 18Q: 3 clusters Score -214653.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -214713.531250 Penalty: 3974.289795
	Iteration 19Q: 3 clusters Score -214713.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -214776.031250 Penalty: 3974.289795
	Iteration 20F: 3 clusters Score -214776 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -214834.140625 Penalty: 3974.289795
	Iteration 21Q: 3 clusters Score -214834.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -214894.828125 Penalty: 3974.289795
	Iteration 22Q: 3 clusters Score -214894.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -214952.015625 Penalty: 3974.289795
	Iteration 23Q: 3 clusters Score -214952 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -214992.125000 Penalty: 3974.289795
	Iteration 24Q: 3 clusters Score -214992.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -215035.421875 Penalty: 3974.289795
	Iteration 25Q: 3 clusters Score -215035.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -215072.125000 Penalty: 3974.289795
	Iteration 26Q: 3 clusters Score -215072.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -215103.765625 Penalty: 3974.289795
	Iteration 27Q: 3 clusters Score -215103.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -215131.187500 Penalty: 3974.289795
	Iteration 28Q: 3 clusters Score -215131.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -215148.750000 Penalty: 3974.289795
	Iteration 29Q: 3 clusters Score -215148.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -215162.484375 Penalty: 3974.289795
	Iteration 30Q: 3 clusters Score -215162.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -215175.406250 Penalty: 3974.289795
	Iteration 31Q: 3 clusters Score -215175.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -215185.562500 Penalty: 3974.289795
	Iteration 32Q: 3 clusters Score -215185.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -215199.000000 Penalty: 3974.289795
	Iteration 33Q: 3 clusters Score -215199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -215204.062500 Penalty: 3974.289795
	Iteration 34Q: 3 clusters Score -215204.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -215209.031250 Penalty: 3974.289795
	Iteration 35Q: 3 clusters Score -215209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -215213.421875 Penalty: 3974.289795
	Iteration 36Q: 3 clusters Score -215213.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -215215.703125 Penalty: 3974.289795
	Iteration 37Q: 3 clusters Score -215215.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -215219.921875 Penalty: 3974.289795
	Iteration 38Q: 3 clusters Score -215219.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -215222.687500 Penalty: 3974.289795
	Iteration 39Q: 3 clusters Score -215222.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -215228.609375 Penalty: 3974.289795
	Iteration 40F: 3 clusters Score -215228.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -215233.046875 Penalty: 3974.289795
	Iteration 41Q: 3 clusters Score -215233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -215234.625000 Penalty: 3974.289795
	Iteration 42Q: 3 clusters Score -215234.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -215234.625000 Penalty: 3974.289795
	Iteration 43F: 3 clusters Score -215234.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Entering Unmasked Estep 
Score: -796172.812500 Penalty: 2303.572021
	Iteration 0F: 2 clusters Score -796172.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -788002.500000 Penalty: 4607.144043
	Iteration 0F: 3 clusters Score -788002.5 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -790505.812500 Penalty: 4607.144043
	Iteration 1F: 3 clusters Score -790505.8 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -790907.000000 Penalty: 4607.144043
	Iteration 2F: 3 clusters Score -790907 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -791258.625000 Penalty: 4607.144043
	Iteration 3F: 3 clusters Score -791258.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -791587.750000 Penalty: 4607.144043
	Iteration 4F: 3 clusters Score -791587.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -791838.250000 Penalty: 4607.144043
	Iteration 5Q: 3 clusters Score -791838.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -792051.187500 Penalty: 4607.144043
	Iteration 6Q: 3 clusters Score -792051.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -792250.437500 Penalty: 4607.144043
	Iteration 7Q: 3 clusters Score -792250.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -792428.187500 Penalty: 4607.144043
	Iteration 8Q: 3 clusters Score -792428.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -792626.562500 Penalty: 4607.144043
	Iteration 9Q: 3 clusters Score -792626.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -792814.250000 Penalty: 4607.144043
	Iteration 10Q: 3 clusters Score -792814.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -792994.812500 Penalty: 4607.144043
	Iteration 11Q: 3 clusters Score -792994.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -793161.937500 Penalty: 4607.144043
	Iteration 12Q: 3 clusters Score -793161.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -793317.000000 Penalty: 4607.144043
	Iteration 13Q: 3 clusters Score -793317 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -793456.187500 Penalty: 4607.144043
	Iteration 14Q: 3 clusters Score -793456.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -793596.375000 Penalty: 4607.144043
	Iteration 15Q: 3 clusters Score -793596.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -793731.500000 Penalty: 4607.144043
	Iteration 16Q: 3 clusters Score -793731.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -793839.125000 Penalty: 4607.144043
	Iteration 17Q: 3 clusters Score -793839.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -793933.625000 Penalty: 4607.144043
	Iteration 18Q: 3 clusters Score -793933.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -794018.187500 Penalty: 4607.144043
	Iteration 19Q: 3 clusters Score -794018.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -794087.875000 Penalty: 4607.144043
	Iteration 20F: 3 clusters Score -794087.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -794144.687500 Penalty: 4607.144043
	Iteration 21Q: 3 clusters Score -794144.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -794191.187500 Penalty: 4607.144043
	Iteration 22Q: 3 clusters Score -794191.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -794228.437500 Penalty: 4607.144043
	Iteration 23Q: 3 clusters Score -794228.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -794259.750000 Penalty: 4607.144043
	Iteration 24Q: 3 clusters Score -794259.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -794290.312500 Penalty: 4607.144043
	Iteration 25Q: 3 clusters Score -794290.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -794315.312500 Penalty: 4607.144043
	Iteration 26Q: 3 clusters Score -794315.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -794331.437500 Penalty: 4607.144043
	Iteration 27Q: 3 clusters Score -794331.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -794348.125000 Penalty: 4607.144043
	Iteration 28Q: 3 clusters Score -794348.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -794359.750000 Penalty: 4607.144043
	Iteration 29Q: 3 clusters Score -794359.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -794367.062500 Penalty: 4607.144043
	Iteration 30Q: 3 clusters Score -794367.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -794371.562500 Penalty: 4607.144043
	Iteration 31Q: 3 clusters Score -794371.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -794374.125000 Penalty: 4607.144043
	Iteration 32Q: 3 clusters Score -794374.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -794376.687500 Penalty: 4607.144043
	Iteration 33Q: 3 clusters Score -794376.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -794377.437500 Penalty: 4607.144043
	Iteration 34Q: 3 clusters Score -794377.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -794380.812500 Penalty: 4607.144043
	Iteration 35Q: 3 clusters Score -794380.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -794380.187500 Penalty: 4607.144043
	Iteration 36Q: 3 clusters Score -794380.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -794382.062500 Penalty: 4607.144043
	Iteration 37Q: 3 clusters Score -794382.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -794382.875000 Penalty: 4607.144043
	Iteration 38Q: 3 clusters Score -794382.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -794384.812500 Penalty: 4607.144043
	Iteration 39Q: 3 clusters Score -794384.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -794382.937500 Penalty: 4607.144043
	Iteration 40F: 3 clusters Score -794382.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -794384.250000 Penalty: 4607.144043
	Iteration 41Q: 3 clusters Score -794384.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -794385.125000 Penalty: 4607.144043
	Iteration 42Q: 3 clusters Score -794385.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -794383.937500 Penalty: 4607.144043
	Iteration 43Q: 3 clusters Score -794383.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -794383.937500 Penalty: 4607.144043
	Iteration 44F: 3 clusters Score -794383.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -447096.625000 Penalty: 2158.922119
	Iteration 0F: 2 clusters Score -447096.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -441907.750000 Penalty: 4317.844238
	Iteration 0F: 3 clusters Score -441907.8 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -443190.031250 Penalty: 4317.844238
	Iteration 1F: 3 clusters Score -443190 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -443484.343750 Penalty: 4317.844238
	Iteration 2F: 3 clusters Score -443484.3 nChanged 325
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: -443649.062500 Penalty: 4317.844238
	Iteration 3F: 3 clusters Score -443649.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -443769.468750 Penalty: 4317.844238
	Iteration 4Q: 3 clusters Score -443769.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -443866.187500 Penalty: 4317.844238
	Iteration 5Q: 3 clusters Score -443866.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -443927.625000 Penalty: 4317.844238
	Iteration 6Q: 3 clusters Score -443927.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -443974.500000 Penalty: 4317.844238
	Iteration 7Q: 3 clusters Score -443974.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -444019.156250 Penalty: 4317.844238
	Iteration 8Q: 3 clusters Score -444019.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -444054.031250 Penalty: 4317.844238
	Iteration 9Q: 3 clusters Score -444054 nChanged 80
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: -444078.156250 Penalty: 4317.844238
	Iteration 10Q: 3 clusters Score -444078.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -444098.812500 Penalty: 4317.844238
	Iteration 11Q: 3 clusters Score -444098.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -444119.250000 Penalty: 4317.844238
	Iteration 12Q: 3 clusters Score -444119.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -444135.812500 Penalty: 4317.844238
	Iteration 13Q: 3 clusters Score -444135.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -444147.875000 Penalty: 4317.844238
	Iteration 14Q: 3 clusters Score -444147.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -444161.031250 Penalty: 4317.844238
	Iteration 15Q: 3 clusters Score -444161 nChanged 51
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: -444175.250000 Penalty: 4317.844238
	Iteration 16Q: 3 clusters Score -444175.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -444189.468750 Penalty: 4317.844238
	Iteration 17Q: 3 clusters Score -444189.5 nChanged 55
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: -444210.562500 Penalty: 4317.844238
	Iteration 18Q: 3 clusters Score -444210.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -444231.625000 Penalty: 4317.844238
	Iteration 19Q: 3 clusters Score -444231.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -444253.843750 Penalty: 4317.844238
	Iteration 20F: 3 clusters Score -444253.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -444276.718750 Penalty: 4317.844238
	Iteration 21Q: 3 clusters Score -444276.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -444298.531250 Penalty: 4317.844238
	Iteration 22Q: 3 clusters Score -444298.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -444326.218750 Penalty: 4317.844238
	Iteration 23Q: 3 clusters Score -444326.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -444357.312500 Penalty: 4317.844238
	Iteration 24Q: 3 clusters Score -444357.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -444382.343750 Penalty: 4317.844238
	Iteration 25Q: 3 clusters Score -444382.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -444405.250000 Penalty: 4317.844238
	Iteration 26Q: 3 clusters Score -444405.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -444437.656250 Penalty: 4317.844238
	Iteration 27Q: 3 clusters Score -444437.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -444467.437500 Penalty: 4317.844238
	Iteration 28Q: 3 clusters Score -444467.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -444502.531250 Penalty: 4317.844238
	Iteration 29Q: 3 clusters Score -444502.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -444537.843750 Penalty: 4317.844238
	Iteration 30Q: 3 clusters Score -444537.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -444572.000000 Penalty: 4317.844238
	Iteration 31Q: 3 clusters Score -444572 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -444606.812500 Penalty: 4317.844238
	Iteration 32Q: 3 clusters Score -444606.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -444641.750000 Penalty: 4317.844238
	Iteration 33Q: 3 clusters Score -444641.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -444672.000000 Penalty: 4317.844238
	Iteration 34Q: 3 clusters Score -444672 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -444700.531250 Penalty: 4317.844238
	Iteration 35Q: 3 clusters Score -444700.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -444730.093750 Penalty: 4317.844238
	Iteration 36Q: 3 clusters Score -444730.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -444760.125000 Penalty: 4317.844238
	Iteration 37Q: 3 clusters Score -444760.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -444785.937500 Penalty: 4317.844238
	Iteration 38Q: 3 clusters Score -444785.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -444809.656250 Penalty: 4317.844238
	Iteration 39Q: 3 clusters Score -444809.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -444825.968750 Penalty: 4317.844238
	Iteration 40F: 3 clusters Score -444826 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -444838.406250 Penalty: 4317.844238
	Iteration 41Q: 3 clusters Score -444838.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -444849.093750 Penalty: 4317.844238
	Iteration 42Q: 3 clusters Score -444849.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -444856.625000 Penalty: 4317.844238
	Iteration 43Q: 3 clusters Score -444856.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -444861.625000 Penalty: 4317.844238
	Iteration 44Q: 3 clusters Score -444861.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -444867.812500 Penalty: 4317.844238
	Iteration 45Q: 3 clusters Score -444867.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -444871.125000 Penalty: 4317.844238
	Iteration 46Q: 3 clusters Score -444871.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -444875.500000 Penalty: 4317.844238
	Iteration 47Q: 3 clusters Score -444875.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -444879.468750 Penalty: 4317.844238
	Iteration 48Q: 3 clusters Score -444879.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -444882.843750 Penalty: 4317.844238
	Iteration 49Q: 3 clusters Score -444882.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -444884.968750 Penalty: 4317.844238
	Iteration 50Q: 3 clusters Score -444885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -444889.875000 Penalty: 4317.844238
	Iteration 51Q: 3 clusters Score -444889.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -444892.781250 Penalty: 4317.844238
	Iteration 52Q: 3 clusters Score -444892.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -444893.250000 Penalty: 4317.844238
	Iteration 53Q: 3 clusters Score -444893.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -444896.312500 Penalty: 4317.844238
	Iteration 54Q: 3 clusters Score -444896.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -444902.218750 Penalty: 4317.844238
	Iteration 55Q: 3 clusters Score -444902.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -444907.687500 Penalty: 4317.844238
	Iteration 56Q: 3 clusters Score -444907.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -444911.093750 Penalty: 4317.844238
	Iteration 57Q: 3 clusters Score -444911.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -444915.406250 Penalty: 4317.844238
	Iteration 58Q: 3 clusters Score -444915.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -444919.812500 Penalty: 4317.844238
	Iteration 59Q: 3 clusters Score -444919.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -444924.218750 Penalty: 4317.844238
	Iteration 60F: 3 clusters Score -444924.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -444930.750000 Penalty: 4317.844238
	Iteration 61Q: 3 clusters Score -444930.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -444936.781250 Penalty: 4317.844238
	Iteration 62Q: 3 clusters Score -444936.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -444943.781250 Penalty: 4317.844238
	Iteration 63Q: 3 clusters Score -444943.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -444950.500000 Penalty: 4317.844238
	Iteration 64Q: 3 clusters Score -444950.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -444958.343750 Penalty: 4317.844238
	Iteration 65Q: 3 clusters Score -444958.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -444964.906250 Penalty: 4317.844238
	Iteration 66Q: 3 clusters Score -444964.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -444967.500000 Penalty: 4317.844238
	Iteration 67Q: 3 clusters Score -444967.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -444971.750000 Penalty: 4317.844238
	Iteration 68Q: 3 clusters Score -444971.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -444973.250000 Penalty: 4317.844238
	Iteration 69Q: 3 clusters Score -444973.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -444974.562500 Penalty: 4317.844238
	Iteration 70Q: 3 clusters Score -444974.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -444976.937500 Penalty: 4317.844238
	Iteration 71Q: 3 clusters Score -444976.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -444977.687500 Penalty: 4317.844238
	Iteration 72Q: 3 clusters Score -444977.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -444978.062500 Penalty: 4317.844238
	Iteration 73Q: 3 clusters Score -444978.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -444977.875000 Penalty: 4317.844238
	Iteration 74Q: 3 clusters Score -444977.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -444977.875000 Penalty: 4317.844238
	Iteration 75F: 3 clusters Score -444977.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Entering Unmasked Estep 
Score: -177528.906250 Penalty: 1947.886475
	Iteration 0F: 2 clusters Score -177528.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -174595.421875 Penalty: 3895.772949
	Iteration 0F: 3 clusters Score -174595.4 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -175634.125000 Penalty: 3895.772949
	Iteration 1F: 3 clusters Score -175634.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -176268.593750 Penalty: 3895.772949
	Iteration 2F: 3 clusters Score -176268.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -176939.593750 Penalty: 3895.772949
	Iteration 3F: 3 clusters Score -176939.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -177463.375000 Penalty: 3895.772949
	Iteration 4F: 3 clusters Score -177463.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -177652.546875 Penalty: 3895.772949
	Iteration 5F: 3 clusters Score -177652.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -177752.062500 Penalty: 3895.772949
	Iteration 6Q: 3 clusters Score -177752.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -177858.953125 Penalty: 3895.772949
	Iteration 7Q: 3 clusters Score -177859 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -177947.812500 Penalty: 3895.772949
	Iteration 8Q: 3 clusters Score -177947.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -178011.890625 Penalty: 3895.772949
	Iteration 9Q: 3 clusters Score -178011.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -178088.718750 Penalty: 3895.772949
	Iteration 10Q: 3 clusters Score -178088.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -178165.687500 Penalty: 3895.772949
	Iteration 11Q: 3 clusters Score -178165.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -178216.968750 Penalty: 3895.772949
	Iteration 12Q: 3 clusters Score -178217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -178263.718750 Penalty: 3895.772949
	Iteration 13Q: 3 clusters Score -178263.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -178306.812500 Penalty: 3895.772949
	Iteration 14Q: 3 clusters Score -178306.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -178333.734375 Penalty: 3895.772949
	Iteration 15Q: 3 clusters Score -178333.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -178359.953125 Penalty: 3895.772949
	Iteration 16Q: 3 clusters Score -178360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -178393.078125 Penalty: 3895.772949
	Iteration 17Q: 3 clusters Score -178393.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -178433.625000 Penalty: 3895.772949
	Iteration 18Q: 3 clusters Score -178433.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -178458.593750 Penalty: 3895.772949
	Iteration 19Q: 3 clusters Score -178458.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -178485.390625 Penalty: 3895.772949
	Iteration 20F: 3 clusters Score -178485.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -178514.156250 Penalty: 3895.772949
	Iteration 21Q: 3 clusters Score -178514.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -178523.000000 Penalty: 3895.772949
	Iteration 22Q: 3 clusters Score -178523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -178527.718750 Penalty: 3895.772949
	Iteration 23Q: 3 clusters Score -178527.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -178532.265625 Penalty: 3895.772949
	Iteration 24Q: 3 clusters Score -178532.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -178532.265625 Penalty: 3895.772949
	Iteration 25F: 3 clusters Score -178532.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 207643 members 
Mstep: Class 3 contains 57622 members 
Mstep: Class 4 contains 6549 members 
Mstep: Class 5 contains 216648 members 
Mstep: Class 6 contains 9690 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80937 members 
Mstep: Class 10 contains 355673 members 
Mstep: Class 11 contains 38662 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130140 members 
Mstep: Class 17 contains 24313 members 
Mstep: Class 18 contains 27129 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11257 members 
Mstep: Class 21 contains 3929 members 
Mstep: Class 22 contains 12145 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35368 members 
Mstep: Class 30 contains 9547 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29200 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 471 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2106 members 
Entering Unmasked Estep 
Score: -102300648.000000 Penalty: 158063.093750
Splitting cluster 41 changes total score from -102301248.000000 to -102300648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -141806.359375 Penalty: 1877.980713
	Iteration 0F: 2 clusters Score -141806.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -139199.359375 Penalty: 3755.961426
	Iteration 0F: 3 clusters Score -139199.4 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -139661.296875 Penalty: 3755.961426
	Iteration 1F: 3 clusters Score -139661.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -139776.265625 Penalty: 3755.961426
	Iteration 2F: 3 clusters Score -139776.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -139833.156250 Penalty: 3755.961426
	Iteration 3Q: 3 clusters Score -139833.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -139875.015625 Penalty: 3755.961426
	Iteration 4Q: 3 clusters Score -139875 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -139901.796875 Penalty: 3755.961426
	Iteration 5Q: 3 clusters Score -139901.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -139922.000000 Penalty: 3755.961426
	Iteration 6Q: 3 clusters Score -139922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -139939.031250 Penalty: 3755.961426
	Iteration 7Q: 3 clusters Score -139939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -139952.031250 Penalty: 3755.961426
	Iteration 8Q: 3 clusters Score -139952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -139957.000000 Penalty: 3755.961426
	Iteration 9Q: 3 clusters Score -139957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -139961.562500 Penalty: 3755.961426
	Iteration 10Q: 3 clusters Score -139961.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -139968.343750 Penalty: 3755.961426
	Iteration 11Q: 3 clusters Score -139968.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -139972.062500 Penalty: 3755.961426
	Iteration 12Q: 3 clusters Score -139972.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -139973.703125 Penalty: 3755.961426
	Iteration 13Q: 3 clusters Score -139973.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -139977.046875 Penalty: 3755.961426
	Iteration 14Q: 3 clusters Score -139977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -139982.953125 Penalty: 3755.961426
	Iteration 15Q: 3 clusters Score -139983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -139990.750000 Penalty: 3755.961426
	Iteration 16Q: 3 clusters Score -139990.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -139992.156250 Penalty: 3755.961426
	Iteration 17Q: 3 clusters Score -139992.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -139994.031250 Penalty: 3755.961426
	Iteration 18Q: 3 clusters Score -139994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -139994.625000 Penalty: 3755.961426
	Iteration 19Q: 3 clusters Score -139994.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -139996.953125 Penalty: 3755.961426
	Iteration 20F: 3 clusters Score -139997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -139998.031250 Penalty: 3755.961426
	Iteration 21Q: 3 clusters Score -139998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -139998.937500 Penalty: 3755.961426
	Iteration 22Q: 3 clusters Score -139998.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -140002.328125 Penalty: 3755.961426
	Iteration 23Q: 3 clusters Score -140002.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -140004.500000 Penalty: 3755.961426
	Iteration 24Q: 3 clusters Score -140004.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -140006.484375 Penalty: 3755.961426
	Iteration 25Q: 3 clusters Score -140006.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -140006.703125 Penalty: 3755.961426
	Iteration 26Q: 3 clusters Score -140006.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -140006.703125 Penalty: 3755.961426
	Iteration 27F: 3 clusters Score -140006.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Entering Unmasked Estep 
Score: -110866.039062 Penalty: 1836.562866
	Iteration 0F: 2 clusters Score -110866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -108512.492188 Penalty: 3673.125732
	Iteration 0F: 3 clusters Score -108512.5 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -108890.515625 Penalty: 3673.125732
	Iteration 1F: 3 clusters Score -108890.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -109001.710938 Penalty: 3673.125732
	Iteration 2F: 3 clusters Score -109001.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -109054.671875 Penalty: 3673.125732
	Iteration 3Q: 3 clusters Score -109054.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -109090.742188 Penalty: 3673.125732
	Iteration 4Q: 3 clusters Score -109090.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -109104.546875 Penalty: 3673.125732
	Iteration 5Q: 3 clusters Score -109104.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -109116.390625 Penalty: 3673.125732
	Iteration 6Q: 3 clusters Score -109116.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -109124.023438 Penalty: 3673.125732
	Iteration 7Q: 3 clusters Score -109124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -109127.414062 Penalty: 3673.125732
	Iteration 8Q: 3 clusters Score -109127.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -109130.343750 Penalty: 3673.125732
	Iteration 9Q: 3 clusters Score -109130.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -109133.468750 Penalty: 3673.125732
	Iteration 10Q: 3 clusters Score -109133.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -109134.507812 Penalty: 3673.125732
	Iteration 11Q: 3 clusters Score -109134.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -109135.851562 Penalty: 3673.125732
	Iteration 12Q: 3 clusters Score -109135.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -109136.421875 Penalty: 3673.125732
	Iteration 13Q: 3 clusters Score -109136.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -109136.421875 Penalty: 3673.125732
	Iteration 14F: 3 clusters Score -109136.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -187417.546875 Penalty: 1956.678833
	Iteration 0F: 2 clusters Score -187417.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -184370.656250 Penalty: 3913.357666
	Iteration 0F: 3 clusters Score -184370.7 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -185009.406250 Penalty: 3913.357666
	Iteration 1F: 3 clusters Score -185009.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -185258.546875 Penalty: 3913.357666
	Iteration 2F: 3 clusters Score -185258.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -185452.875000 Penalty: 3913.357666
	Iteration 3F: 3 clusters Score -185452.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -185635.421875 Penalty: 3913.357666
	Iteration 4Q: 3 clusters Score -185635.4 nChanged 139
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: -185813.375000 Penalty: 3913.357666
	Iteration 5F: 3 clusters Score -185813.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -186008.000000 Penalty: 3913.357666
	Iteration 6Q: 3 clusters Score -186008 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -186197.265625 Penalty: 3913.357666
	Iteration 7Q: 3 clusters Score -186197.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -186314.468750 Penalty: 3913.357666
	Iteration 8Q: 3 clusters Score -186314.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -186449.062500 Penalty: 3913.357666
	Iteration 9Q: 3 clusters Score -186449.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -186594.203125 Penalty: 3913.357666
	Iteration 10Q: 3 clusters Score -186594.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -186701.078125 Penalty: 3913.357666
	Iteration 11Q: 3 clusters Score -186701.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -186777.718750 Penalty: 3913.357666
	Iteration 12Q: 3 clusters Score -186777.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -186825.671875 Penalty: 3913.357666
	Iteration 13Q: 3 clusters Score -186825.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -186865.296875 Penalty: 3913.357666
	Iteration 14Q: 3 clusters Score -186865.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -186909.812500 Penalty: 3913.357666
	Iteration 15Q: 3 clusters Score -186909.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -186982.281250 Penalty: 3913.357666
	Iteration 16Q: 3 clusters Score -186982.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -187064.984375 Penalty: 3913.357666
	Iteration 17Q: 3 clusters Score -187065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -187095.203125 Penalty: 3913.357666
	Iteration 18Q: 3 clusters Score -187095.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -187108.890625 Penalty: 3913.357666
	Iteration 19Q: 3 clusters Score -187108.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -187115.640625 Penalty: 3913.357666
	Iteration 20F: 3 clusters Score -187115.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -187118.875000 Penalty: 3913.357666
	Iteration 21Q: 3 clusters Score -187118.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -187121.734375 Penalty: 3913.357666
	Iteration 22Q: 3 clusters Score -187121.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -187123.531250 Penalty: 3913.357666
	Iteration 23Q: 3 clusters Score -187123.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -187124.359375 Penalty: 3913.357666
	Iteration 24Q: 3 clusters Score -187124.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -187125.203125 Penalty: 3913.357666
	Iteration 25Q: 3 clusters Score -187125.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -187125.203125 Penalty: 3913.357666
	Iteration 26F: 3 clusters Score -187125.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 207643 members 
Mstep: Class 3 contains 57622 members 
Mstep: Class 4 contains 6549 members 
Mstep: Class 5 contains 216648 members 
Mstep: Class 6 contains 9690 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80937 members 
Mstep: Class 10 contains 355673 members 
Mstep: Class 11 contains 38662 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130140 members 
Mstep: Class 17 contains 24313 members 
Mstep: Class 18 contains 27129 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11257 members 
Mstep: Class 21 contains 3929 members 
Mstep: Class 22 contains 12145 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35368 members 
Mstep: Class 30 contains 9547 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29200 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301216.000000 Penalty: 154550.578125
Iteration 399Q: 45 clusters Score -1.023012e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 207641 members 
Mstep: Class 3 contains 57622 members 
Mstep: Class 4 contains 6549 members 
Mstep: Class 5 contains 216652 members 
Mstep: Class 6 contains 9690 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80936 members 
Mstep: Class 10 contains 355672 members 
Mstep: Class 11 contains 38662 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130140 members 
Mstep: Class 17 contains 24311 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11259 members 
Mstep: Class 21 contains 3929 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35371 members 
Mstep: Class 30 contains 9546 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29200 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301256.000000 Penalty: 154550.578125
Iteration 400F: 45 clusters Score -1.023013e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 207640 members 
Mstep: Class 3 contains 57622 members 
Mstep: Class 4 contains 6549 members 
Mstep: Class 5 contains 216660 members 
Mstep: Class 6 contains 9691 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80935 members 
Mstep: Class 10 contains 355671 members 
Mstep: Class 11 contains 38660 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130140 members 
Mstep: Class 17 contains 24311 members 
Mstep: Class 18 contains 27125 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11255 members 
Mstep: Class 21 contains 3929 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35374 members 
Mstep: Class 30 contains 9547 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29200 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3036 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301200.000000 Penalty: 154550.578125
Iteration 401Q: 45 clusters Score -1.023012e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 207639 members 
Mstep: Class 3 contains 57621 members 
Mstep: Class 4 contains 6549 members 
Mstep: Class 5 contains 216666 members 
Mstep: Class 6 contains 9691 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80935 members 
Mstep: Class 10 contains 355670 members 
Mstep: Class 11 contains 38661 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130140 members 
Mstep: Class 17 contains 24312 members 
Mstep: Class 18 contains 27124 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11252 members 
Mstep: Class 21 contains 3929 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35375 members 
Mstep: Class 30 contains 9547 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29199 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3036 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301176.000000 Penalty: 154550.578125
Iteration 402Q: 45 clusters Score -1.023012e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 207638 members 
Mstep: Class 3 contains 57618 members 
Mstep: Class 4 contains 6549 members 
Mstep: Class 5 contains 216675 members 
Mstep: Class 6 contains 9691 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80935 members 
Mstep: Class 10 contains 355670 members 
Mstep: Class 11 contains 38658 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130140 members 
Mstep: Class 17 contains 24314 members 
Mstep: Class 18 contains 27124 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11250 members 
Mstep: Class 21 contains 3929 members 
Mstep: Class 22 contains 12145 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35375 members 
Mstep: Class 30 contains 9547 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29199 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301168.000000 Penalty: 154550.578125
Iteration 403Q: 45 clusters Score -1.023012e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 207638 members 
Mstep: Class 3 contains 57615 members 
Mstep: Class 4 contains 6548 members 
Mstep: Class 5 contains 216684 members 
Mstep: Class 6 contains 9691 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80935 members 
Mstep: Class 10 contains 355672 members 
Mstep: Class 11 contains 38654 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130142 members 
Mstep: Class 17 contains 24313 members 
Mstep: Class 18 contains 27124 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11241 members 
Mstep: Class 21 contains 3929 members 
Mstep: Class 22 contains 12145 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12820 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35381 members 
Mstep: Class 30 contains 9547 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29199 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301160.000000 Penalty: 154550.578125
Iteration 404Q: 45 clusters Score -1.023012e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 207638 members 
Mstep: Class 3 contains 57613 members 
Mstep: Class 4 contains 6548 members 
Mstep: Class 5 contains 216695 members 
Mstep: Class 6 contains 9691 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80935 members 
Mstep: Class 10 contains 355671 members 
Mstep: Class 11 contains 38652 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130143 members 
Mstep: Class 17 contains 24317 members 
Mstep: Class 18 contains 27121 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11232 members 
Mstep: Class 21 contains 3929 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12819 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35384 members 
Mstep: Class 30 contains 9548 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29199 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3040 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301176.000000 Penalty: 154550.578125
Iteration 405Q: 45 clusters Score -1.023012e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 207638 members 
Mstep: Class 3 contains 57612 members 
Mstep: Class 4 contains 6546 members 
Mstep: Class 5 contains 216699 members 
Mstep: Class 6 contains 9691 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80935 members 
Mstep: Class 10 contains 355670 members 
Mstep: Class 11 contains 38647 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130144 members 
Mstep: Class 17 contains 24322 members 
Mstep: Class 18 contains 27125 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11231 members 
Mstep: Class 21 contains 3929 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35384 members 
Mstep: Class 30 contains 9546 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29199 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3042 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301200.000000 Penalty: 154550.578125
Iteration 406Q: 45 clusters Score -1.023012e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 207637 members 
Mstep: Class 3 contains 57611 members 
Mstep: Class 4 contains 6546 members 
Mstep: Class 5 contains 216711 members 
Mstep: Class 6 contains 9691 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80934 members 
Mstep: Class 10 contains 355670 members 
Mstep: Class 11 contains 38645 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130144 members 
Mstep: Class 17 contains 24323 members 
Mstep: Class 18 contains 27125 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11226 members 
Mstep: Class 21 contains 3929 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35386 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29199 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3042 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301208.000000 Penalty: 154550.578125
Iteration 407Q: 45 clusters Score -1.023012e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 207638 members 
Mstep: Class 3 contains 57610 members 
Mstep: Class 4 contains 6546 members 
Mstep: Class 5 contains 216720 members 
Mstep: Class 6 contains 9691 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80933 members 
Mstep: Class 10 contains 355670 members 
Mstep: Class 11 contains 38643 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130143 members 
Mstep: Class 17 contains 24324 members 
Mstep: Class 18 contains 27127 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11225 members 
Mstep: Class 21 contains 3930 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35387 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29199 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301224.000000 Penalty: 154550.578125
Iteration 408Q: 45 clusters Score -1.023012e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 207637 members 
Mstep: Class 3 contains 57609 members 
Mstep: Class 4 contains 6545 members 
Mstep: Class 5 contains 216722 members 
Mstep: Class 6 contains 9691 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80933 members 
Mstep: Class 10 contains 355672 members 
Mstep: Class 11 contains 38640 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130142 members 
Mstep: Class 17 contains 24325 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11226 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35388 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29199 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3036 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301272.000000 Penalty: 154550.578125
Iteration 409Q: 45 clusters Score -1.023013e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 207635 members 
Mstep: Class 3 contains 57609 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 216729 members 
Mstep: Class 6 contains 9691 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80933 members 
Mstep: Class 10 contains 355674 members 
Mstep: Class 11 contains 38633 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130142 members 
Mstep: Class 17 contains 24326 members 
Mstep: Class 18 contains 27131 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11226 members 
Mstep: Class 21 contains 3930 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35388 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29198 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301320.000000 Penalty: 154550.578125
Iteration 410Q: 45 clusters Score -1.023013e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 207636 members 
Mstep: Class 3 contains 57609 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 216733 members 
Mstep: Class 6 contains 9691 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80934 members 
Mstep: Class 10 contains 355673 members 
Mstep: Class 11 contains 38629 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130141 members 
Mstep: Class 17 contains 24327 members 
Mstep: Class 18 contains 27130 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11226 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35388 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29199 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301312.000000 Penalty: 154550.578125
Iteration 411Q: 45 clusters Score -1.023013e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 207636 members 
Mstep: Class 3 contains 57609 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 216740 members 
Mstep: Class 6 contains 9690 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80934 members 
Mstep: Class 10 contains 355672 members 
Mstep: Class 11 contains 38627 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130141 members 
Mstep: Class 17 contains 24327 members 
Mstep: Class 18 contains 27129 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11226 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35388 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29200 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3031 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301320.000000 Penalty: 154550.578125
Iteration 412Q: 45 clusters Score -1.023013e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 207636 members 
Mstep: Class 3 contains 57609 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 216749 members 
Mstep: Class 6 contains 9690 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80934 members 
Mstep: Class 10 contains 355666 members 
Mstep: Class 11 contains 38626 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130142 members 
Mstep: Class 17 contains 24329 members 
Mstep: Class 18 contains 27129 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11226 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13768 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35388 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29198 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301368.000000 Penalty: 154550.578125
Iteration 413Q: 45 clusters Score -1.023014e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 207635 members 
Mstep: Class 3 contains 57609 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 216754 members 
Mstep: Class 6 contains 9690 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80933 members 
Mstep: Class 10 contains 355665 members 
Mstep: Class 11 contains 38624 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130142 members 
Mstep: Class 17 contains 24330 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11226 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13767 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35388 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29198 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301360.000000 Penalty: 154550.578125
Iteration 414Q: 45 clusters Score -1.023014e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 207635 members 
Mstep: Class 3 contains 57608 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 216759 members 
Mstep: Class 6 contains 9690 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80932 members 
Mstep: Class 10 contains 355666 members 
Mstep: Class 11 contains 38623 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130140 members 
Mstep: Class 17 contains 24332 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11226 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13765 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35387 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29198 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301368.000000 Penalty: 154550.578125
Iteration 415Q: 45 clusters Score -1.023014e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 207635 members 
Mstep: Class 3 contains 57608 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 216766 members 
Mstep: Class 6 contains 9690 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80932 members 
Mstep: Class 10 contains 355665 members 
Mstep: Class 11 contains 38616 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130139 members 
Mstep: Class 17 contains 24333 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11226 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35388 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29198 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301376.000000 Penalty: 154550.578125
Iteration 416Q: 45 clusters Score -1.023014e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 207635 members 
Mstep: Class 3 contains 57607 members 
Mstep: Class 4 contains 6545 members 
Mstep: Class 5 contains 216771 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80932 members 
Mstep: Class 10 contains 355662 members 
Mstep: Class 11 contains 38612 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130140 members 
Mstep: Class 17 contains 24334 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11226 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10857 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35390 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29198 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301368.000000 Penalty: 154550.578125
Iteration 417Q: 45 clusters Score -1.023014e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 207635 members 
Mstep: Class 3 contains 57607 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 216777 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80931 members 
Mstep: Class 10 contains 355662 members 
Mstep: Class 11 contains 38607 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130142 members 
Mstep: Class 17 contains 24332 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11225 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10858 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35392 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29198 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301368.000000 Penalty: 154550.578125
Iteration 418Q: 45 clusters Score -1.023014e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 207635 members 
Mstep: Class 3 contains 57607 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 216781 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80930 members 
Mstep: Class 10 contains 355663 members 
Mstep: Class 11 contains 38603 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130143 members 
Mstep: Class 17 contains 24331 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11224 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10858 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35392 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29198 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301328.000000 Penalty: 154550.578125
Iteration 419Q: 45 clusters Score -1.023013e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 207635 members 
Mstep: Class 3 contains 57607 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 216785 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80930 members 
Mstep: Class 10 contains 355663 members 
Mstep: Class 11 contains 38600 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130143 members 
Mstep: Class 17 contains 24331 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11223 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10858 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35393 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29197 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301328.000000 Penalty: 154550.578125
Iteration 420F: 45 clusters Score -1.023013e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 207635 members 
Mstep: Class 3 contains 57607 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 216791 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80928 members 
Mstep: Class 10 contains 355661 members 
Mstep: Class 11 contains 38597 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130143 members 
Mstep: Class 17 contains 24331 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11224 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10858 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35393 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29197 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301344.000000 Penalty: 154550.578125
Iteration 421Q: 45 clusters Score -1.023013e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 207635 members 
Mstep: Class 3 contains 57607 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 216798 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80929 members 
Mstep: Class 10 contains 355658 members 
Mstep: Class 11 contains 38591 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130142 members 
Mstep: Class 17 contains 24331 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11227 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10858 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35392 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29197 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301328.000000 Penalty: 154550.578125
Iteration 422Q: 45 clusters Score -1.023013e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 207635 members 
Mstep: Class 3 contains 57607 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 216800 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80930 members 
Mstep: Class 10 contains 355657 members 
Mstep: Class 11 contains 38589 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130142 members 
Mstep: Class 17 contains 24330 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11228 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10858 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35392 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29197 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301400.000000 Penalty: 154550.578125
Iteration 423Q: 45 clusters Score -1.023014e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 207635 members 
Mstep: Class 3 contains 57606 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 216802 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80931 members 
Mstep: Class 10 contains 355656 members 
Mstep: Class 11 contains 38589 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130141 members 
Mstep: Class 17 contains 24330 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10858 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35391 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29197 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301368.000000 Penalty: 154550.578125
Iteration 424Q: 45 clusters Score -1.023014e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 207635 members 
Mstep: Class 3 contains 57606 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 216804 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80931 members 
Mstep: Class 10 contains 355654 members 
Mstep: Class 11 contains 38589 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130141 members 
Mstep: Class 17 contains 24330 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10858 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35391 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29197 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301352.000000 Penalty: 154550.578125
Iteration 425Q: 45 clusters Score -1.023014e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 207635 members 
Mstep: Class 3 contains 57606 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 216806 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80931 members 
Mstep: Class 10 contains 355653 members 
Mstep: Class 11 contains 38588 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130141 members 
Mstep: Class 17 contains 24330 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10858 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35391 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29197 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301360.000000 Penalty: 154550.578125
Iteration 426Q: 45 clusters Score -1.023014e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 207635 members 
Mstep: Class 3 contains 57606 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 216808 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80931 members 
Mstep: Class 10 contains 355650 members 
Mstep: Class 11 contains 38588 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130141 members 
Mstep: Class 17 contains 24331 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10858 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35391 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29197 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301344.000000 Penalty: 154550.578125
Iteration 427Q: 45 clusters Score -1.023013e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 207635 members 
Mstep: Class 3 contains 57606 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 216810 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80931 members 
Mstep: Class 10 contains 355648 members 
Mstep: Class 11 contains 38588 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130141 members 
Mstep: Class 17 contains 24331 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10858 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35391 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29197 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301360.000000 Penalty: 154550.578125
Iteration 428Q: 45 clusters Score -1.023014e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 207635 members 
Mstep: Class 3 contains 57606 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 216810 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80931 members 
Mstep: Class 10 contains 355648 members 
Mstep: Class 11 contains 38588 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130141 members 
Mstep: Class 17 contains 24331 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10858 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35391 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29197 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301360.000000 Penalty: 154550.578125
Iteration 429F: 45 clusters Score -1.023014e+08 nChanged 0
Entering ConstructFrom: 
Score: -102301360.000000 Penalty: 154550.578125
Entering ConstructFrom: 
Trying to split cluster 1 (18389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Entering Unmasked Estep 
Score: -1207089.750000 Penalty: 2435.237793
	Iteration 0F: 2 clusters Score -1207090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1194041.250000 Penalty: 4870.475586
	Iteration 0F: 3 clusters Score -1194041 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1198392.875000 Penalty: 4870.475586
	Iteration 1F: 3 clusters Score -1198393 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1198985.125000 Penalty: 4870.475586
	Iteration 2F: 3 clusters Score -1198985 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1199548.000000 Penalty: 4870.475586
	Iteration 3F: 3 clusters Score -1199548 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1200150.625000 Penalty: 4870.475586
	Iteration 4F: 3 clusters Score -1200151 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1200733.875000 Penalty: 4870.475586
	Iteration 5F: 3 clusters Score -1200734 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1201271.125000 Penalty: 4870.475586
	Iteration 6Q: 3 clusters Score -1201271 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1201753.625000 Penalty: 4870.475586
	Iteration 7Q: 3 clusters Score -1201754 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1202144.125000 Penalty: 4870.475586
	Iteration 8Q: 3 clusters Score -1202144 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1202455.500000 Penalty: 4870.475586
	Iteration 9Q: 3 clusters Score -1202456 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1202712.250000 Penalty: 4870.475586
	Iteration 10Q: 3 clusters Score -1202712 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1202930.875000 Penalty: 4870.475586
	Iteration 11Q: 3 clusters Score -1202931 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1203122.375000 Penalty: 4870.475586
	Iteration 12Q: 3 clusters Score -1203122 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1203281.500000 Penalty: 4870.475586
	Iteration 13Q: 3 clusters Score -1203282 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1203409.000000 Penalty: 4870.475586
	Iteration 14Q: 3 clusters Score -1203409 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1203514.875000 Penalty: 4870.475586
	Iteration 15Q: 3 clusters Score -1203515 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1203595.250000 Penalty: 4870.475586
	Iteration 16Q: 3 clusters Score -1203595 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1203654.500000 Penalty: 4870.475586
	Iteration 17Q: 3 clusters Score -1203654 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1203696.250000 Penalty: 4870.475586
	Iteration 18Q: 3 clusters Score -1203696 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1203742.625000 Penalty: 4870.475586
	Iteration 19Q: 3 clusters Score -1203743 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1203779.625000 Penalty: 4870.475586
	Iteration 20F: 3 clusters Score -1203780 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1203810.250000 Penalty: 4870.475586
	Iteration 21Q: 3 clusters Score -1203810 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1203842.625000 Penalty: 4870.475586
	Iteration 22Q: 3 clusters Score -1203843 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1203872.000000 Penalty: 4870.475586
	Iteration 23Q: 3 clusters Score -1203872 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1203895.375000 Penalty: 4870.475586
	Iteration 24Q: 3 clusters Score -1203895 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1203922.750000 Penalty: 4870.475586
	Iteration 25Q: 3 clusters Score -1203923 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1203947.500000 Penalty: 4870.475586
	Iteration 26Q: 3 clusters Score -1203948 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1203973.875000 Penalty: 4870.475586
	Iteration 27Q: 3 clusters Score -1203974 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1203992.875000 Penalty: 4870.475586
	Iteration 28Q: 3 clusters Score -1203993 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1204014.250000 Penalty: 4870.475586
	Iteration 29Q: 3 clusters Score -1204014 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1204028.625000 Penalty: 4870.475586
	Iteration 30Q: 3 clusters Score -1204029 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1204047.000000 Penalty: 4870.475586
	Iteration 31Q: 3 clusters Score -1204047 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1204063.000000 Penalty: 4870.475586
	Iteration 32Q: 3 clusters Score -1204063 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1204090.625000 Penalty: 4870.475586
	Iteration 33Q: 3 clusters Score -1204091 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1204115.750000 Penalty: 4870.475586
	Iteration 34Q: 3 clusters Score -1204116 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1204141.250000 Penalty: 4870.475586
	Iteration 35Q: 3 clusters Score -1204141 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1204170.125000 Penalty: 4870.475586
	Iteration 36Q: 3 clusters Score -1204170 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1204197.000000 Penalty: 4870.475586
	Iteration 37Q: 3 clusters Score -1204197 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1204218.625000 Penalty: 4870.475586
	Iteration 38Q: 3 clusters Score -1204219 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1204244.000000 Penalty: 4870.475586
	Iteration 39Q: 3 clusters Score -1204244 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1204279.875000 Penalty: 4870.475586
	Iteration 40F: 3 clusters Score -1204280 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1204318.875000 Penalty: 4870.475586
	Iteration 41Q: 3 clusters Score -1204319 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1204351.750000 Penalty: 4870.475586
	Iteration 42Q: 3 clusters Score -1204352 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1204378.250000 Penalty: 4870.475586
	Iteration 43Q: 3 clusters Score -1204378 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1204401.625000 Penalty: 4870.475586
	Iteration 44Q: 3 clusters Score -1204402 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1204428.625000 Penalty: 4870.475586
	Iteration 45Q: 3 clusters Score -1204429 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1204448.625000 Penalty: 4870.475586
	Iteration 46Q: 3 clusters Score -1204449 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1204471.125000 Penalty: 4870.475586
	Iteration 47Q: 3 clusters Score -1204471 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1204494.375000 Penalty: 4870.475586
	Iteration 48Q: 3 clusters Score -1204494 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1204510.875000 Penalty: 4870.475586
	Iteration 49Q: 3 clusters Score -1204511 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1204522.000000 Penalty: 4870.475586
	Iteration 50Q: 3 clusters Score -1204522 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1204536.000000 Penalty: 4870.475586
	Iteration 51Q: 3 clusters Score -1204536 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1204549.625000 Penalty: 4870.475586
	Iteration 52Q: 3 clusters Score -1204550 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1204556.125000 Penalty: 4870.475586
	Iteration 53Q: 3 clusters Score -1204556 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1204563.625000 Penalty: 4870.475586
	Iteration 54Q: 3 clusters Score -1204564 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1204570.125000 Penalty: 4870.475586
	Iteration 55Q: 3 clusters Score -1204570 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1204582.000000 Penalty: 4870.475586
	Iteration 56Q: 3 clusters Score -1204582 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1204591.750000 Penalty: 4870.475586
	Iteration 57Q: 3 clusters Score -1204592 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1204598.750000 Penalty: 4870.475586
	Iteration 58Q: 3 clusters Score -1204599 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1204606.625000 Penalty: 4870.475586
	Iteration 59Q: 3 clusters Score -1204607 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1204617.000000 Penalty: 4870.475586
	Iteration 60F: 3 clusters Score -1204617 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1204623.750000 Penalty: 4870.475586
	Iteration 61Q: 3 clusters Score -1204624 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1204631.750000 Penalty: 4870.475586
	Iteration 62Q: 3 clusters Score -1204632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1204644.375000 Penalty: 4870.475586
	Iteration 63Q: 3 clusters Score -1204644 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1204648.500000 Penalty: 4870.475586
	Iteration 64Q: 3 clusters Score -1204648 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1204651.375000 Penalty: 4870.475586
	Iteration 65Q: 3 clusters Score -1204651 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1204651.125000 Penalty: 4870.475586
	Iteration 66Q: 3 clusters Score -1204651 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1204660.000000 Penalty: 4870.475586
	Iteration 67Q: 3 clusters Score -1204660 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1204667.625000 Penalty: 4870.475586
	Iteration 68Q: 3 clusters Score -1204668 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1204676.000000 Penalty: 4870.475586
	Iteration 69Q: 3 clusters Score -1204676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1204681.750000 Penalty: 4870.475586
	Iteration 70Q: 3 clusters Score -1204682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1204686.250000 Penalty: 4870.475586
	Iteration 71Q: 3 clusters Score -1204686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1204688.250000 Penalty: 4870.475586
	Iteration 72Q: 3 clusters Score -1204688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1204693.500000 Penalty: 4870.475586
	Iteration 73Q: 3 clusters Score -1204694 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1204705.750000 Penalty: 4870.475586
	Iteration 74Q: 3 clusters Score -1204706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1204708.125000 Penalty: 4870.475586
	Iteration 75Q: 3 clusters Score -1204708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1204713.125000 Penalty: 4870.475586
	Iteration 76Q: 3 clusters Score -1204713 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1204719.125000 Penalty: 4870.475586
	Iteration 77Q: 3 clusters Score -1204719 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1204722.375000 Penalty: 4870.475586
	Iteration 78Q: 3 clusters Score -1204722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1204729.875000 Penalty: 4870.475586
	Iteration 79Q: 3 clusters Score -1204730 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1204736.500000 Penalty: 4870.475586
	Iteration 80F: 3 clusters Score -1204736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1204743.750000 Penalty: 4870.475586
	Iteration 81Q: 3 clusters Score -1204744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1204748.375000 Penalty: 4870.475586
	Iteration 82Q: 3 clusters Score -1204748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1204750.375000 Penalty: 4870.475586
	Iteration 83Q: 3 clusters Score -1204750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1204751.250000 Penalty: 4870.475586
	Iteration 84Q: 3 clusters Score -1204751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1204755.375000 Penalty: 4870.475586
	Iteration 85Q: 3 clusters Score -1204755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1204760.250000 Penalty: 4870.475586
	Iteration 86Q: 3 clusters Score -1204760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1204767.875000 Penalty: 4870.475586
	Iteration 87Q: 3 clusters Score -1204768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1204770.750000 Penalty: 4870.475586
	Iteration 88Q: 3 clusters Score -1204771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1204772.875000 Penalty: 4870.475586
	Iteration 89Q: 3 clusters Score -1204773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1204775.625000 Penalty: 4870.475586
	Iteration 90Q: 3 clusters Score -1204776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1204778.750000 Penalty: 4870.475586
	Iteration 91Q: 3 clusters Score -1204779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1204781.875000 Penalty: 4870.475586
	Iteration 92Q: 3 clusters Score -1204782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1204781.375000 Penalty: 4870.475586
	Iteration 93Q: 3 clusters Score -1204781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1204783.375000 Penalty: 4870.475586
	Iteration 94Q: 3 clusters Score -1204783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1204785.000000 Penalty: 4870.475586
	Iteration 95Q: 3 clusters Score -1204785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1204785.000000 Penalty: 4870.475586
	Iteration 96Q: 3 clusters Score -1204785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1204788.000000 Penalty: 4870.475586
	Iteration 97Q: 3 clusters Score -1204788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1204791.000000 Penalty: 4870.475586
	Iteration 98Q: 3 clusters Score -1204791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1204791.500000 Penalty: 4870.475586
	Iteration 99Q: 3 clusters Score -1204792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1204788.000000 Penalty: 4870.475586
	Iteration 100F: 3 clusters Score -1204788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1204792.875000 Penalty: 4870.475586
	Iteration 101Q: 3 clusters Score -1204793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1204791.750000 Penalty: 4870.475586
	Iteration 102Q: 3 clusters Score -1204792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1204793.375000 Penalty: 4870.475586
	Iteration 103Q: 3 clusters Score -1204793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1204797.750000 Penalty: 4870.475586
	Iteration 104Q: 3 clusters Score -1204798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1204796.625000 Penalty: 4870.475586
	Iteration 105Q: 3 clusters Score -1204797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1204797.750000 Penalty: 4870.475586
	Iteration 106Q: 3 clusters Score -1204798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1204801.125000 Penalty: 4870.475586
	Iteration 107Q: 3 clusters Score -1204801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1204800.250000 Penalty: 4870.475586
	Iteration 108Q: 3 clusters Score -1204800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1204796.625000 Penalty: 4870.475586
	Iteration 109Q: 3 clusters Score -1204797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1204798.625000 Penalty: 4870.475586
	Iteration 110Q: 3 clusters Score -1204799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1204799.000000 Penalty: 4870.475586
	Iteration 111Q: 3 clusters Score -1204799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1204800.125000 Penalty: 4870.475586
	Iteration 112Q: 3 clusters Score -1204800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1204801.375000 Penalty: 4870.475586
	Iteration 113Q: 3 clusters Score -1204801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1204804.750000 Penalty: 4870.475586
	Iteration 114Q: 3 clusters Score -1204805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1204810.125000 Penalty: 4870.475586
	Iteration 115Q: 3 clusters Score -1204810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1204812.375000 Penalty: 4870.475586
	Iteration 116Q: 3 clusters Score -1204812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1204812.125000 Penalty: 4870.475586
	Iteration 117Q: 3 clusters Score -1204812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1204813.500000 Penalty: 4870.475586
	Iteration 118Q: 3 clusters Score -1204814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1204816.125000 Penalty: 4870.475586
	Iteration 119Q: 3 clusters Score -1204816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1204814.500000 Penalty: 4870.475586
	Iteration 120F: 3 clusters Score -1204814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1204815.125000 Penalty: 4870.475586
	Iteration 121Q: 3 clusters Score -1204815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1204813.250000 Penalty: 4870.475586
	Iteration 122Q: 3 clusters Score -1204813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1204813.750000 Penalty: 4870.475586
	Iteration 123Q: 3 clusters Score -1204814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1204812.625000 Penalty: 4870.475586
	Iteration 124Q: 3 clusters Score -1204813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1204813.625000 Penalty: 4870.475586
	Iteration 125Q: 3 clusters Score -1204814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1204811.875000 Penalty: 4870.475586
	Iteration 126Q: 3 clusters Score -1204812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1204811.875000 Penalty: 4870.475586
	Iteration 127F: 3 clusters Score -1204812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (207635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207635 members 
Entering Unmasked Estep 
Score: -15526826.000000 Penalty: 3036.397217
	Iteration 0F: 2 clusters Score -1.552683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103935 members 
Mstep: Class 2 contains 103700 members 
Entering Unmasked Estep 
Score: -15387617.000000 Penalty: 6072.794434
	Iteration 0F: 3 clusters Score -1.538762e+07 nChanged 99812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103295 members 
Mstep: Class 2 contains 104340 members 
Entering Unmasked Estep 
Score: -15446584.000000 Penalty: 6072.794434
	Iteration 1F: 3 clusters Score -1.544658e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102943 members 
Mstep: Class 2 contains 104692 members 
Entering Unmasked Estep 
Score: -15448330.000000 Penalty: 6072.794434
	Iteration 2Q: 3 clusters Score -1.544833e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102243 members 
Mstep: Class 2 contains 105392 members 
Entering Unmasked Estep 
Score: -15450542.000000 Penalty: 6072.794434
	Iteration 3Q: 3 clusters Score -1.545054e+07 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101295 members 
Mstep: Class 2 contains 106340 members 
Entering Unmasked Estep 
Score: -15453536.000000 Penalty: 6072.794434
	Iteration 4Q: 3 clusters Score -1.545354e+07 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100097 members 
Mstep: Class 2 contains 107538 members 
Entering Unmasked Estep 
Score: -15457426.000000 Penalty: 6072.794434
	Iteration 5Q: 3 clusters Score -1.545743e+07 nChanged 10274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98759 members 
Mstep: Class 2 contains 108876 members 
Entering Unmasked Estep 
Score: -15461747.000000 Penalty: 6072.794434
	Iteration 6Q: 3 clusters Score -1.546175e+07 nChanged 10358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97521 members 
Mstep: Class 2 contains 110114 members 
Entering Unmasked Estep 
Score: -15466217.000000 Penalty: 6072.794434
	Iteration 7Q: 3 clusters Score -1.546622e+07 nChanged 9900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96359 members 
Mstep: Class 2 contains 111276 members 
Entering Unmasked Estep 
Score: -15470137.000000 Penalty: 6072.794434
	Iteration 8Q: 3 clusters Score -1.547014e+07 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95127 members 
Mstep: Class 2 contains 112508 members 
Entering Unmasked Estep 
Score: -15473878.000000 Penalty: 6072.794434
	Iteration 9Q: 3 clusters Score -1.547388e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93835 members 
Mstep: Class 2 contains 113800 members 
Entering Unmasked Estep 
Score: -15477971.000000 Penalty: 6072.794434
	Iteration 10Q: 3 clusters Score -1.547797e+07 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92430 members 
Mstep: Class 2 contains 115205 members 
Entering Unmasked Estep 
Score: -15482755.000000 Penalty: 6072.794434
	Iteration 11Q: 3 clusters Score -1.548276e+07 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90867 members 
Mstep: Class 2 contains 116768 members 
Entering Unmasked Estep 
Score: -15488836.000000 Penalty: 6072.794434
	Iteration 12Q: 3 clusters Score -1.548884e+07 nChanged 9002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89533 members 
Mstep: Class 2 contains 118102 members 
Entering Unmasked Estep 
Score: -15494118.000000 Penalty: 6072.794434
	Iteration 13Q: 3 clusters Score -1.549412e+07 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88167 members 
Mstep: Class 2 contains 119468 members 
Entering Unmasked Estep 
Score: -15497128.000000 Penalty: 6072.794434
	Iteration 14Q: 3 clusters Score -1.549713e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86728 members 
Mstep: Class 2 contains 120907 members 
Entering Unmasked Estep 
Score: -15498545.000000 Penalty: 6072.794434
	Iteration 15Q: 3 clusters Score -1.549854e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85269 members 
Mstep: Class 2 contains 122366 members 
Entering Unmasked Estep 
Score: -15499661.000000 Penalty: 6072.794434
	Iteration 16Q: 3 clusters Score -1.549966e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83837 members 
Mstep: Class 2 contains 123798 members 
Entering Unmasked Estep 
Score: -15500518.000000 Penalty: 6072.794434
	Iteration 17Q: 3 clusters Score -1.550052e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82391 members 
Mstep: Class 2 contains 125244 members 
Entering Unmasked Estep 
Score: -15501268.000000 Penalty: 6072.794434
	Iteration 18Q: 3 clusters Score -1.550127e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80836 members 
Mstep: Class 2 contains 126799 members 
Entering Unmasked Estep 
Score: -15502117.000000 Penalty: 6072.794434
	Iteration 19Q: 3 clusters Score -1.550212e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79228 members 
Mstep: Class 2 contains 128407 members 
Entering Unmasked Estep 
Score: -15502748.000000 Penalty: 6072.794434
	Iteration 20F: 3 clusters Score -1.550275e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77558 members 
Mstep: Class 2 contains 130077 members 
Entering Unmasked Estep 
Score: -15503386.000000 Penalty: 6072.794434
	Iteration 21Q: 3 clusters Score -1.550339e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75853 members 
Mstep: Class 2 contains 131782 members 
Entering Unmasked Estep 
Score: -15504027.000000 Penalty: 6072.794434
	Iteration 22Q: 3 clusters Score -1.550403e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74106 members 
Mstep: Class 2 contains 133529 members 
Entering Unmasked Estep 
Score: -15504654.000000 Penalty: 6072.794434
	Iteration 23Q: 3 clusters Score -1.550465e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72399 members 
Mstep: Class 2 contains 135236 members 
Entering Unmasked Estep 
Score: -15505074.000000 Penalty: 6072.794434
	Iteration 24Q: 3 clusters Score -1.550507e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70663 members 
Mstep: Class 2 contains 136972 members 
Entering Unmasked Estep 
Score: -15505532.000000 Penalty: 6072.794434
	Iteration 25Q: 3 clusters Score -1.550553e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68948 members 
Mstep: Class 2 contains 138687 members 
Entering Unmasked Estep 
Score: -15505952.000000 Penalty: 6072.794434
	Iteration 26Q: 3 clusters Score -1.550595e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67285 members 
Mstep: Class 2 contains 140350 members 
Entering Unmasked Estep 
Score: -15506227.000000 Penalty: 6072.794434
	Iteration 27Q: 3 clusters Score -1.550623e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65708 members 
Mstep: Class 2 contains 141927 members 
Entering Unmasked Estep 
Score: -15506560.000000 Penalty: 6072.794434
	Iteration 28Q: 3 clusters Score -1.550656e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64066 members 
Mstep: Class 2 contains 143569 members 
Entering Unmasked Estep 
Score: -15506807.000000 Penalty: 6072.794434
	Iteration 29Q: 3 clusters Score -1.550681e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62340 members 
Mstep: Class 2 contains 145295 members 
Entering Unmasked Estep 
Score: -15507160.000000 Penalty: 6072.794434
	Iteration 30Q: 3 clusters Score -1.550716e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60630 members 
Mstep: Class 2 contains 147005 members 
Entering Unmasked Estep 
Score: -15507508.000000 Penalty: 6072.794434
	Iteration 31Q: 3 clusters Score -1.550751e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58908 members 
Mstep: Class 2 contains 148727 members 
Entering Unmasked Estep 
Score: -15507908.000000 Penalty: 6072.794434
	Iteration 32Q: 3 clusters Score -1.550791e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 150447 members 
Entering Unmasked Estep 
Score: -15508214.000000 Penalty: 6072.794434
	Iteration 33Q: 3 clusters Score -1.550821e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55344 members 
Mstep: Class 2 contains 152291 members 
Entering Unmasked Estep 
Score: -15508571.000000 Penalty: 6072.794434
	Iteration 34Q: 3 clusters Score -1.550857e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53453 members 
Mstep: Class 2 contains 154182 members 
Entering Unmasked Estep 
Score: -15509102.000000 Penalty: 6072.794434
	Iteration 35Q: 3 clusters Score -1.55091e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51493 members 
Mstep: Class 2 contains 156142 members 
Entering Unmasked Estep 
Score: -15509531.000000 Penalty: 6072.794434
	Iteration 36Q: 3 clusters Score -1.550953e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 158109 members 
Entering Unmasked Estep 
Score: -15509956.000000 Penalty: 6072.794434
	Iteration 37Q: 3 clusters Score -1.550996e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 160047 members 
Entering Unmasked Estep 
Score: -15510527.000000 Penalty: 6072.794434
	Iteration 38Q: 3 clusters Score -1.551053e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 161959 members 
Entering Unmasked Estep 
Score: -15510965.000000 Penalty: 6072.794434
	Iteration 39Q: 3 clusters Score -1.551096e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 163836 members 
Entering Unmasked Estep 
Score: -15511400.000000 Penalty: 6072.794434
	Iteration 40F: 3 clusters Score -1.55114e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 165770 members 
Entering Unmasked Estep 
Score: -15511924.000000 Penalty: 6072.794434
	Iteration 41Q: 3 clusters Score -1.551192e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 167701 members 
Entering Unmasked Estep 
Score: -15512441.000000 Penalty: 6072.794434
	Iteration 42Q: 3 clusters Score -1.551244e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 169638 members 
Entering Unmasked Estep 
Score: -15512892.000000 Penalty: 6072.794434
	Iteration 43Q: 3 clusters Score -1.551289e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 171537 members 
Entering Unmasked Estep 
Score: -15513387.000000 Penalty: 6072.794434
	Iteration 44Q: 3 clusters Score -1.551339e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 173388 members 
Entering Unmasked Estep 
Score: -15513810.000000 Penalty: 6072.794434
	Iteration 45Q: 3 clusters Score -1.551381e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 175174 members 
Entering Unmasked Estep 
Score: -15514240.000000 Penalty: 6072.794434
	Iteration 46Q: 3 clusters Score -1.551424e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 176927 members 
Entering Unmasked Estep 
Score: -15514717.000000 Penalty: 6072.794434
	Iteration 47Q: 3 clusters Score -1.551472e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 178641 members 
Entering Unmasked Estep 
Score: -15515205.000000 Penalty: 6072.794434
	Iteration 48Q: 3 clusters Score -1.55152e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 180336 members 
Entering Unmasked Estep 
Score: -15515581.000000 Penalty: 6072.794434
	Iteration 49Q: 3 clusters Score -1.551558e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 181947 members 
Entering Unmasked Estep 
Score: -15515969.000000 Penalty: 6072.794434
	Iteration 50Q: 3 clusters Score -1.551597e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 183504 members 
Entering Unmasked Estep 
Score: -15516360.000000 Penalty: 6072.794434
	Iteration 51Q: 3 clusters Score -1.551636e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 185075 members 
Entering Unmasked Estep 
Score: -15516751.000000 Penalty: 6072.794434
	Iteration 52Q: 3 clusters Score -1.551675e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 186707 members 
Entering Unmasked Estep 
Score: -15517338.000000 Penalty: 6072.794434
	Iteration 53Q: 3 clusters Score -1.551734e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 188297 members 
Entering Unmasked Estep 
Score: -15517715.000000 Penalty: 6072.794434
	Iteration 54Q: 3 clusters Score -1.551772e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 189866 members 
Entering Unmasked Estep 
Score: -15518277.000000 Penalty: 6072.794434
	Iteration 55Q: 3 clusters Score -1.551828e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 191377 members 
Entering Unmasked Estep 
Score: -15518893.000000 Penalty: 6072.794434
	Iteration 56Q: 3 clusters Score -1.551889e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 192804 members 
Entering Unmasked Estep 
Score: -15519322.000000 Penalty: 6072.794434
	Iteration 57Q: 3 clusters Score -1.551932e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 194201 members 
Entering Unmasked Estep 
Score: -15519798.000000 Penalty: 6072.794434
	Iteration 58Q: 3 clusters Score -1.55198e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 195598 members 
Entering Unmasked Estep 
Score: -15520324.000000 Penalty: 6072.794434
	Iteration 59Q: 3 clusters Score -1.552032e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 196914 members 
Entering Unmasked Estep 
Score: -15520869.000000 Penalty: 6072.794434
	Iteration 60F: 3 clusters Score -1.552087e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 198144 members 
Entering Unmasked Estep 
Score: -15521322.000000 Penalty: 6072.794434
	Iteration 61Q: 3 clusters Score -1.552132e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 199208 members 
Entering Unmasked Estep 
Score: -15521757.000000 Penalty: 6072.794434
	Iteration 62Q: 3 clusters Score -1.552176e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 200155 members 
Entering Unmasked Estep 
Score: -15522129.000000 Penalty: 6072.794434
	Iteration 63Q: 3 clusters Score -1.552213e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 201014 members 
Entering Unmasked Estep 
Score: -15522474.000000 Penalty: 6072.794434
	Iteration 64Q: 3 clusters Score -1.552247e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 201750 members 
Entering Unmasked Estep 
Score: -15522692.000000 Penalty: 6072.794434
	Iteration 65Q: 3 clusters Score -1.552269e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 202362 members 
Entering Unmasked Estep 
Score: -15522895.000000 Penalty: 6072.794434
	Iteration 66Q: 3 clusters Score -1.55229e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 202874 members 
Entering Unmasked Estep 
Score: -15523083.000000 Penalty: 6072.794434
	Iteration 67Q: 3 clusters Score -1.552308e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 203323 members 
Entering Unmasked Estep 
Score: -15523277.000000 Penalty: 6072.794434
	Iteration 68Q: 3 clusters Score -1.552328e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 203687 members 
Entering Unmasked Estep 
Score: -15523405.000000 Penalty: 6072.794434
	Iteration 69Q: 3 clusters Score -1.55234e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 204014 members 
Entering Unmasked Estep 
Score: -15523479.000000 Penalty: 6072.794434
	Iteration 70Q: 3 clusters Score -1.552348e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 204293 members 
Entering Unmasked Estep 
Score: -15523539.000000 Penalty: 6072.794434
	Iteration 71Q: 3 clusters Score -1.552354e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 204528 members 
Entering Unmasked Estep 
Score: -15523606.000000 Penalty: 6072.794434
	Iteration 72Q: 3 clusters Score -1.552361e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 204758 members 
Entering Unmasked Estep 
Score: -15523703.000000 Penalty: 6072.794434
	Iteration 73Q: 3 clusters Score -1.55237e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 204957 members 
Entering Unmasked Estep 
Score: -15523865.000000 Penalty: 6072.794434
	Iteration 74Q: 3 clusters Score -1.552386e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 205147 members 
Entering Unmasked Estep 
Score: -15523918.000000 Penalty: 6072.794434
	Iteration 75Q: 3 clusters Score -1.552392e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 205307 members 
Entering Unmasked Estep 
Score: -15523971.000000 Penalty: 6072.794434
	Iteration 76Q: 3 clusters Score -1.552397e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 205439 members 
Entering Unmasked Estep 
Score: -15524041.000000 Penalty: 6072.794434
	Iteration 77Q: 3 clusters Score -1.552404e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 205547 members 
Entering Unmasked Estep 
Score: -15524044.000000 Penalty: 6072.794434
	Iteration 78Q: 3 clusters Score -1.552404e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 205641 members 
Entering Unmasked Estep 
Score: -15524100.000000 Penalty: 6072.794434
	Iteration 79Q: 3 clusters Score -1.55241e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 205721 members 
Entering Unmasked Estep 
Score: -15524136.000000 Penalty: 6072.794434
	Iteration 80F: 3 clusters Score -1.552414e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 205812 members 
Entering Unmasked Estep 
Score: -15524177.000000 Penalty: 6072.794434
	Iteration 81Q: 3 clusters Score -1.552418e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 205881 members 
Entering Unmasked Estep 
Score: -15524203.000000 Penalty: 6072.794434
	Iteration 82Q: 3 clusters Score -1.55242e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 205943 members 
Entering Unmasked Estep 
Score: -15524205.000000 Penalty: 6072.794434
	Iteration 83Q: 3 clusters Score -1.55242e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 206002 members 
Entering Unmasked Estep 
Score: -15524215.000000 Penalty: 6072.794434
	Iteration 84Q: 3 clusters Score -1.552422e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 206044 members 
Entering Unmasked Estep 
Score: -15524231.000000 Penalty: 6072.794434
	Iteration 85Q: 3 clusters Score -1.552423e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 206078 members 
Entering Unmasked Estep 
Score: -15524226.000000 Penalty: 6072.794434
	Iteration 86Q: 3 clusters Score -1.552423e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 206110 members 
Entering Unmasked Estep 
Score: -15524228.000000 Penalty: 6072.794434
	Iteration 87Q: 3 clusters Score -1.552423e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 206138 members 
Entering Unmasked Estep 
Score: -15524254.000000 Penalty: 6072.794434
	Iteration 88Q: 3 clusters Score -1.552425e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 206160 members 
Entering Unmasked Estep 
Score: -15524268.000000 Penalty: 6072.794434
	Iteration 89Q: 3 clusters Score -1.552427e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 206175 members 
Entering Unmasked Estep 
Score: -15524252.000000 Penalty: 6072.794434
	Iteration 90Q: 3 clusters Score -1.552425e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 206187 members 
Entering Unmasked Estep 
Score: -15524249.000000 Penalty: 6072.794434
	Iteration 91Q: 3 clusters Score -1.552425e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 206204 members 
Entering Unmasked Estep 
Score: -15524257.000000 Penalty: 6072.794434
	Iteration 92Q: 3 clusters Score -1.552426e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 206225 members 
Entering Unmasked Estep 
Score: -15524283.000000 Penalty: 6072.794434
	Iteration 93Q: 3 clusters Score -1.552428e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 206247 members 
Entering Unmasked Estep 
Score: -15524285.000000 Penalty: 6072.794434
	Iteration 94Q: 3 clusters Score -1.552428e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 206272 members 
Entering Unmasked Estep 
Score: -15524297.000000 Penalty: 6072.794434
	Iteration 95Q: 3 clusters Score -1.55243e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 206288 members 
Entering Unmasked Estep 
Score: -15524316.000000 Penalty: 6072.794434
	Iteration 96Q: 3 clusters Score -1.552432e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 206308 members 
Entering Unmasked Estep 
Score: -15524306.000000 Penalty: 6072.794434
	Iteration 97Q: 3 clusters Score -1.552431e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 206316 members 
Entering Unmasked Estep 
Score: -15524311.000000 Penalty: 6072.794434
	Iteration 98Q: 3 clusters Score -1.552431e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 206326 members 
Entering Unmasked Estep 
Score: -15524318.000000 Penalty: 6072.794434
	Iteration 99Q: 3 clusters Score -1.552432e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 206333 members 
Entering Unmasked Estep 
Score: -15524304.000000 Penalty: 6072.794434
	Iteration 100F: 3 clusters Score -1.55243e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 206343 members 
Entering Unmasked Estep 
Score: -15524309.000000 Penalty: 6072.794434
	Iteration 101Q: 3 clusters Score -1.552431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 206348 members 
Entering Unmasked Estep 
Score: -15524318.000000 Penalty: 6072.794434
	Iteration 102Q: 3 clusters Score -1.552432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 206349 members 
Entering Unmasked Estep 
Score: -15524314.000000 Penalty: 6072.794434
	Iteration 103Q: 3 clusters Score -1.552431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 206353 members 
Entering Unmasked Estep 
Score: -15524327.000000 Penalty: 6072.794434
	Iteration 104Q: 3 clusters Score -1.552433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 206355 members 
Entering Unmasked Estep 
Score: -15524328.000000 Penalty: 6072.794434
	Iteration 105Q: 3 clusters Score -1.552433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 206361 members 
Entering Unmasked Estep 
Score: -15524338.000000 Penalty: 6072.794434
	Iteration 106Q: 3 clusters Score -1.552434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 206371 members 
Entering Unmasked Estep 
Score: -15524333.000000 Penalty: 6072.794434
	Iteration 107Q: 3 clusters Score -1.552433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 206378 members 
Entering Unmasked Estep 
Score: -15524329.000000 Penalty: 6072.794434
	Iteration 108Q: 3 clusters Score -1.552433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 206387 members 
Entering Unmasked Estep 
Score: -15524325.000000 Penalty: 6072.794434
	Iteration 109Q: 3 clusters Score -1.552432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 206391 members 
Entering Unmasked Estep 
Score: -15524342.000000 Penalty: 6072.794434
	Iteration 110Q: 3 clusters Score -1.552434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 206394 members 
Entering Unmasked Estep 
Score: -15524333.000000 Penalty: 6072.794434
	Iteration 111Q: 3 clusters Score -1.552433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 206398 members 
Entering Unmasked Estep 
Score: -15524340.000000 Penalty: 6072.794434
	Iteration 112Q: 3 clusters Score -1.552434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 206400 members 
Entering Unmasked Estep 
Score: -15524348.000000 Penalty: 6072.794434
	Iteration 113Q: 3 clusters Score -1.552435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 206399 members 
Entering Unmasked Estep 
Score: -15524347.000000 Penalty: 6072.794434
	Iteration 114Q: 3 clusters Score -1.552435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 206399 members 
Entering Unmasked Estep 
Score: -15524347.000000 Penalty: 6072.794434
	Iteration 115F: 3 clusters Score -1.552435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Entering Unmasked Estep 
Score: -4398088.000000 Penalty: 2718.422607
	Iteration 0F: 2 clusters Score -4398088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -4359303.500000 Penalty: 5436.845215
	Iteration 0F: 3 clusters Score -4359304 nChanged 26683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -4374234.000000 Penalty: 5436.845215
	Iteration 1F: 3 clusters Score -4374234 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -4374927.500000 Penalty: 5436.845215
	Iteration 2Q: 3 clusters Score -4374928 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -4375841.000000 Penalty: 5436.845215
	Iteration 3Q: 3 clusters Score -4375841 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -4376883.500000 Penalty: 5436.845215
	Iteration 4Q: 3 clusters Score -4376884 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -4378381.500000 Penalty: 5436.845215
	Iteration 5F: 3 clusters Score -4378382 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -4380301.000000 Penalty: 5436.845215
	Iteration 6F: 3 clusters Score -4380301 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -4382524.500000 Penalty: 5436.845215
	Iteration 7F: 3 clusters Score -4382524 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -4384758.000000 Penalty: 5436.845215
	Iteration 8F: 3 clusters Score -4384758 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -4387021.500000 Penalty: 5436.845215
	Iteration 9F: 3 clusters Score -4387022 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -4389211.500000 Penalty: 5436.845215
	Iteration 10F: 3 clusters Score -4389212 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50747 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -4391153.000000 Penalty: 5436.845215
	Iteration 11Q: 3 clusters Score -4391153 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -4392720.500000 Penalty: 5436.845215
	Iteration 12Q: 3 clusters Score -4392720 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -4393794.500000 Penalty: 5436.845215
	Iteration 13Q: 3 clusters Score -4393794 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54716 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -4394438.500000 Penalty: 5436.845215
	Iteration 14Q: 3 clusters Score -4394438 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55234 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -4394822.000000 Penalty: 5436.845215
	Iteration 15Q: 3 clusters Score -4394822 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4395073.500000 Penalty: 5436.845215
	Iteration 16Q: 3 clusters Score -4395074 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4395271.500000 Penalty: 5436.845215
	Iteration 17Q: 3 clusters Score -4395272 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4395396.000000 Penalty: 5436.845215
	Iteration 18Q: 3 clusters Score -4395396 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56223 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4395488.000000 Penalty: 5436.845215
	Iteration 19Q: 3 clusters Score -4395488 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56329 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4395544.000000 Penalty: 5436.845215
	Iteration 20F: 3 clusters Score -4395544 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4395584.000000 Penalty: 5436.845215
	Iteration 21Q: 3 clusters Score -4395584 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56476 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4395622.000000 Penalty: 5436.845215
	Iteration 22Q: 3 clusters Score -4395622 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56531 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4395640.000000 Penalty: 5436.845215
	Iteration 23Q: 3 clusters Score -4395640 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56570 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4395666.000000 Penalty: 5436.845215
	Iteration 24Q: 3 clusters Score -4395666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56599 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4395668.500000 Penalty: 5436.845215
	Iteration 25Q: 3 clusters Score -4395668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56618 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4395676.500000 Penalty: 5436.845215
	Iteration 26Q: 3 clusters Score -4395676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56639 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4395692.500000 Penalty: 5436.845215
	Iteration 27Q: 3 clusters Score -4395692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56658 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4395693.500000 Penalty: 5436.845215
	Iteration 28Q: 3 clusters Score -4395694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4395705.500000 Penalty: 5436.845215
	Iteration 29Q: 3 clusters Score -4395706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56682 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4395712.500000 Penalty: 5436.845215
	Iteration 30Q: 3 clusters Score -4395712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56692 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4395724.000000 Penalty: 5436.845215
	Iteration 31Q: 3 clusters Score -4395724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56702 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4395723.000000 Penalty: 5436.845215
	Iteration 32Q: 3 clusters Score -4395723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56710 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4395727.500000 Penalty: 5436.845215
	Iteration 33Q: 3 clusters Score -4395728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56714 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4395724.500000 Penalty: 5436.845215
	Iteration 34Q: 3 clusters Score -4395724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56720 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4395725.500000 Penalty: 5436.845215
	Iteration 35Q: 3 clusters Score -4395726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56723 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4395728.000000 Penalty: 5436.845215
	Iteration 36Q: 3 clusters Score -4395728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56733 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4395734.500000 Penalty: 5436.845215
	Iteration 37Q: 3 clusters Score -4395734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56736 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4395737.000000 Penalty: 5436.845215
	Iteration 38Q: 3 clusters Score -4395737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56739 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4395736.500000 Penalty: 5436.845215
	Iteration 39Q: 3 clusters Score -4395736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56744 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4395737.500000 Penalty: 5436.845215
	Iteration 40F: 3 clusters Score -4395738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56750 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4395742.500000 Penalty: 5436.845215
	Iteration 41Q: 3 clusters Score -4395742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4395741.500000 Penalty: 5436.845215
	Iteration 42Q: 3 clusters Score -4395742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56762 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4395752.500000 Penalty: 5436.845215
	Iteration 43Q: 3 clusters Score -4395752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56766 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4395754.000000 Penalty: 5436.845215
	Iteration 44Q: 3 clusters Score -4395754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56771 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4395755.500000 Penalty: 5436.845215
	Iteration 45Q: 3 clusters Score -4395756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56778 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4395759.500000 Penalty: 5436.845215
	Iteration 46Q: 3 clusters Score -4395760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56782 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4395760.000000 Penalty: 5436.845215
	Iteration 47Q: 3 clusters Score -4395760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56782 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4395767.000000 Penalty: 5436.845215
	Iteration 48Q: 3 clusters Score -4395767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56784 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4395768.000000 Penalty: 5436.845215
	Iteration 49Q: 3 clusters Score -4395768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4395765.500000 Penalty: 5436.845215
	Iteration 50Q: 3 clusters Score -4395766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4395764.500000 Penalty: 5436.845215
	Iteration 51Q: 3 clusters Score -4395764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56791 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4395765.500000 Penalty: 5436.845215
	Iteration 52Q: 3 clusters Score -4395766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56791 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4395765.500000 Penalty: 5436.845215
	Iteration 53F: 3 clusters Score -4395766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Entering Unmasked Estep 
Score: -406067.250000 Penalty: 2179.003174
	Iteration 0F: 2 clusters Score -406067.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -400558.281250 Penalty: 4358.006348
	Iteration 0F: 3 clusters Score -400558.3 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -402073.062500 Penalty: 4358.006348
	Iteration 1F: 3 clusters Score -402073.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -402396.906250 Penalty: 4358.006348
	Iteration 2F: 3 clusters Score -402396.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -402679.718750 Penalty: 4358.006348
	Iteration 3F: 3 clusters Score -402679.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -402974.875000 Penalty: 4358.006348
	Iteration 4F: 3 clusters Score -402974.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -403246.250000 Penalty: 4358.006348
	Iteration 5F: 3 clusters Score -403246.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -403522.468750 Penalty: 4358.006348
	Iteration 6F: 3 clusters Score -403522.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -403730.718750 Penalty: 4358.006348
	Iteration 7Q: 3 clusters Score -403730.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -403885.468750 Penalty: 4358.006348
	Iteration 8Q: 3 clusters Score -403885.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -403993.125000 Penalty: 4358.006348
	Iteration 9Q: 3 clusters Score -403993.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -404069.375000 Penalty: 4358.006348
	Iteration 10Q: 3 clusters Score -404069.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -404136.875000 Penalty: 4358.006348
	Iteration 11Q: 3 clusters Score -404136.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -404196.250000 Penalty: 4358.006348
	Iteration 12Q: 3 clusters Score -404196.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -404238.812500 Penalty: 4358.006348
	Iteration 13Q: 3 clusters Score -404238.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -404274.687500 Penalty: 4358.006348
	Iteration 14Q: 3 clusters Score -404274.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -404305.031250 Penalty: 4358.006348
	Iteration 15Q: 3 clusters Score -404305 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -404325.656250 Penalty: 4358.006348
	Iteration 16Q: 3 clusters Score -404325.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -404336.593750 Penalty: 4358.006348
	Iteration 17Q: 3 clusters Score -404336.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -404353.281250 Penalty: 4358.006348
	Iteration 18Q: 3 clusters Score -404353.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -404370.156250 Penalty: 4358.006348
	Iteration 19Q: 3 clusters Score -404370.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -404395.343750 Penalty: 4358.006348
	Iteration 20F: 3 clusters Score -404395.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -404422.687500 Penalty: 4358.006348
	Iteration 21Q: 3 clusters Score -404422.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -404451.718750 Penalty: 4358.006348
	Iteration 22Q: 3 clusters Score -404451.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -404483.437500 Penalty: 4358.006348
	Iteration 23Q: 3 clusters Score -404483.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -404510.781250 Penalty: 4358.006348
	Iteration 24Q: 3 clusters Score -404510.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -404528.093750 Penalty: 4358.006348
	Iteration 25Q: 3 clusters Score -404528.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -404541.000000 Penalty: 4358.006348
	Iteration 26Q: 3 clusters Score -404541 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -404557.906250 Penalty: 4358.006348
	Iteration 27Q: 3 clusters Score -404557.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -404568.781250 Penalty: 4358.006348
	Iteration 28Q: 3 clusters Score -404568.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -404577.250000 Penalty: 4358.006348
	Iteration 29Q: 3 clusters Score -404577.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -404588.656250 Penalty: 4358.006348
	Iteration 30Q: 3 clusters Score -404588.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -404602.312500 Penalty: 4358.006348
	Iteration 31Q: 3 clusters Score -404602.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -404620.843750 Penalty: 4358.006348
	Iteration 32Q: 3 clusters Score -404620.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -404631.781250 Penalty: 4358.006348
	Iteration 33Q: 3 clusters Score -404631.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -404639.656250 Penalty: 4358.006348
	Iteration 34Q: 3 clusters Score -404639.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -404646.281250 Penalty: 4358.006348
	Iteration 35Q: 3 clusters Score -404646.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -404651.812500 Penalty: 4358.006348
	Iteration 36Q: 3 clusters Score -404651.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -404655.062500 Penalty: 4358.006348
	Iteration 37Q: 3 clusters Score -404655.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -404658.625000 Penalty: 4358.006348
	Iteration 38Q: 3 clusters Score -404658.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -404662.656250 Penalty: 4358.006348
	Iteration 39Q: 3 clusters Score -404662.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -404664.781250 Penalty: 4358.006348
	Iteration 40F: 3 clusters Score -404664.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -404666.500000 Penalty: 4358.006348
	Iteration 41Q: 3 clusters Score -404666.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -404672.343750 Penalty: 4358.006348
	Iteration 42Q: 3 clusters Score -404672.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -404672.968750 Penalty: 4358.006348
	Iteration 43Q: 3 clusters Score -404673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -404676.687500 Penalty: 4358.006348
	Iteration 44Q: 3 clusters Score -404676.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -404677.218750 Penalty: 4358.006348
	Iteration 45Q: 3 clusters Score -404677.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -404678.843750 Penalty: 4358.006348
	Iteration 46Q: 3 clusters Score -404678.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -404680.656250 Penalty: 4358.006348
	Iteration 47Q: 3 clusters Score -404680.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -404685.125000 Penalty: 4358.006348
	Iteration 48Q: 3 clusters Score -404685.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -404687.500000 Penalty: 4358.006348
	Iteration 49Q: 3 clusters Score -404687.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -404690.125000 Penalty: 4358.006348
	Iteration 50Q: 3 clusters Score -404690.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -404691.906250 Penalty: 4358.006348
	Iteration 51Q: 3 clusters Score -404691.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -404692.031250 Penalty: 4358.006348
	Iteration 52Q: 3 clusters Score -404692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -404692.875000 Penalty: 4358.006348
	Iteration 53Q: 3 clusters Score -404692.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -404693.968750 Penalty: 4358.006348
	Iteration 54Q: 3 clusters Score -404694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -404693.968750 Penalty: 4358.006348
	Iteration 55F: 3 clusters Score -404694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (216810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216810 members 
Entering Unmasked Estep 
Score: -16666376.000000 Penalty: 3047.120605
	Iteration 0F: 2 clusters Score -1.666638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108228 members 
Mstep: Class 2 contains 108582 members 
Entering Unmasked Estep 
Score: -16520949.000000 Penalty: 6094.241211
	Iteration 0F: 3 clusters Score -1.652095e+07 nChanged 104592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104294 members 
Mstep: Class 2 contains 112516 members 
Entering Unmasked Estep 
Score: -16581959.000000 Penalty: 6094.241211
	Iteration 1F: 3 clusters Score -1.658196e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101858 members 
Mstep: Class 2 contains 114952 members 
Entering Unmasked Estep 
Score: -16582917.000000 Penalty: 6094.241211
	Iteration 2Q: 3 clusters Score -1.658292e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98184 members 
Mstep: Class 2 contains 118626 members 
Entering Unmasked Estep 
Score: -16584438.000000 Penalty: 6094.241211
	Iteration 3Q: 3 clusters Score -1.658444e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92512 members 
Mstep: Class 2 contains 124298 members 
Entering Unmasked Estep 
Score: -16586441.000000 Penalty: 6094.241211
	Iteration 4Q: 3 clusters Score -1.658644e+07 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83852 members 
Mstep: Class 2 contains 132958 members 
Entering Unmasked Estep 
Score: -16590351.000000 Penalty: 6094.241211
	Iteration 5Q: 3 clusters Score -1.659035e+07 nChanged 13012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71040 members 
Mstep: Class 2 contains 145770 members 
Entering Unmasked Estep 
Score: -16597786.000000 Penalty: 6094.241211
	Iteration 6F: 3 clusters Score -1.659779e+07 nChanged 17318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53752 members 
Mstep: Class 2 contains 163058 members 
Entering Unmasked Estep 
Score: -16610939.000000 Penalty: 6094.241211
	Iteration 7F: 3 clusters Score -1.661094e+07 nChanged 20273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 183325 members 
Entering Unmasked Estep 
Score: -16629715.000000 Penalty: 6094.241211
	Iteration 8F: 3 clusters Score -1.662972e+07 nChanged 17983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 201306 members 
Entering Unmasked Estep 
Score: -16648221.000000 Penalty: 6094.241211
	Iteration 9F: 3 clusters Score -1.664822e+07 nChanged 10535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 211841 members 
Entering Unmasked Estep 
Score: -16658835.000000 Penalty: 6094.241211
	Iteration 10Q: 3 clusters Score -1.665884e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 215467 members 
Entering Unmasked Estep 
Score: -16662288.000000 Penalty: 6094.241211
	Iteration 11Q: 3 clusters Score -1.666229e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 216345 members 
Entering Unmasked Estep 
Score: -16663162.000000 Penalty: 6094.241211
	Iteration 12Q: 3 clusters Score -1.666316e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 216521 members 
Entering Unmasked Estep 
Score: -16663360.000000 Penalty: 6094.241211
	Iteration 13Q: 3 clusters Score -1.666336e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 216573 members 
Entering Unmasked Estep 
Score: -16663471.000000 Penalty: 6094.241211
	Iteration 14Q: 3 clusters Score -1.666347e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 216593 members 
Entering Unmasked Estep 
Score: -16663506.000000 Penalty: 6094.241211
	Iteration 15Q: 3 clusters Score -1.666351e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 216597 members 
Entering Unmasked Estep 
Score: -16663516.000000 Penalty: 6094.241211
	Iteration 16Q: 3 clusters Score -1.666352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 216602 members 
Entering Unmasked Estep 
Score: -16663528.000000 Penalty: 6094.241211
	Iteration 17Q: 3 clusters Score -1.666353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 216602 members 
Entering Unmasked Estep 
Score: -16663535.000000 Penalty: 6094.241211
	Iteration 18Q: 3 clusters Score -1.666354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 216607 members 
Entering Unmasked Estep 
Score: -16663559.000000 Penalty: 6094.241211
	Iteration 19Q: 3 clusters Score -1.666356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 216607 members 
Entering Unmasked Estep 
Score: -16663565.000000 Penalty: 6094.241211
	Iteration 20F: 3 clusters Score -1.666356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 216606 members 
Entering Unmasked Estep 
Score: -16663572.000000 Penalty: 6094.241211
	Iteration 21Q: 3 clusters Score -1.666357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 216605 members 
Entering Unmasked Estep 
Score: -16663569.000000 Penalty: 6094.241211
	Iteration 22Q: 3 clusters Score -1.666357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 216605 members 
Entering Unmasked Estep 
Score: -16663569.000000 Penalty: 6094.241211
	Iteration 23F: 3 clusters Score -1.666357e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Entering Unmasked Estep 
Score: -713422.750000 Penalty: 2276.329102
	Iteration 0F: 2 clusters Score -713422.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -705924.750000 Penalty: 4552.658203
	Iteration 0F: 3 clusters Score -705924.8 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -708111.937500 Penalty: 4552.658203
	Iteration 1F: 3 clusters Score -708111.9 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -708556.937500 Penalty: 4552.658203
	Iteration 2F: 3 clusters Score -708556.9 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -708973.375000 Penalty: 4552.658203
	Iteration 3F: 3 clusters Score -708973.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -709383.500000 Penalty: 4552.658203
	Iteration 4F: 3 clusters Score -709383.5 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -709726.062500 Penalty: 4552.658203
	Iteration 5F: 3 clusters Score -709726.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -710031.562500 Penalty: 4552.658203
	Iteration 6Q: 3 clusters Score -710031.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -710299.687500 Penalty: 4552.658203
	Iteration 7Q: 3 clusters Score -710299.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -710541.812500 Penalty: 4552.658203
	Iteration 8Q: 3 clusters Score -710541.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -710773.062500 Penalty: 4552.658203
	Iteration 9Q: 3 clusters Score -710773.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -710975.125000 Penalty: 4552.658203
	Iteration 10Q: 3 clusters Score -710975.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -711128.875000 Penalty: 4552.658203
	Iteration 11Q: 3 clusters Score -711128.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -711254.312500 Penalty: 4552.658203
	Iteration 12Q: 3 clusters Score -711254.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -711374.875000 Penalty: 4552.658203
	Iteration 13Q: 3 clusters Score -711374.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -711468.812500 Penalty: 4552.658203
	Iteration 14Q: 3 clusters Score -711468.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -711557.750000 Penalty: 4552.658203
	Iteration 15Q: 3 clusters Score -711557.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -711651.000000 Penalty: 4552.658203
	Iteration 16Q: 3 clusters Score -711651 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -711731.562500 Penalty: 4552.658203
	Iteration 17Q: 3 clusters Score -711731.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -711797.750000 Penalty: 4552.658203
	Iteration 18Q: 3 clusters Score -711797.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -711850.375000 Penalty: 4552.658203
	Iteration 19Q: 3 clusters Score -711850.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -711883.625000 Penalty: 4552.658203
	Iteration 20F: 3 clusters Score -711883.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -711905.625000 Penalty: 4552.658203
	Iteration 21Q: 3 clusters Score -711905.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -711922.500000 Penalty: 4552.658203
	Iteration 22Q: 3 clusters Score -711922.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -711938.562500 Penalty: 4552.658203
	Iteration 23Q: 3 clusters Score -711938.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -711954.250000 Penalty: 4552.658203
	Iteration 24Q: 3 clusters Score -711954.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -711971.500000 Penalty: 4552.658203
	Iteration 25Q: 3 clusters Score -711971.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -711981.500000 Penalty: 4552.658203
	Iteration 26Q: 3 clusters Score -711981.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -711990.375000 Penalty: 4552.658203
	Iteration 27Q: 3 clusters Score -711990.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -711995.437500 Penalty: 4552.658203
	Iteration 28Q: 3 clusters Score -711995.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -712001.312500 Penalty: 4552.658203
	Iteration 29Q: 3 clusters Score -712001.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -712006.875000 Penalty: 4552.658203
	Iteration 30Q: 3 clusters Score -712006.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -712012.500000 Penalty: 4552.658203
	Iteration 31Q: 3 clusters Score -712012.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -712014.875000 Penalty: 4552.658203
	Iteration 32Q: 3 clusters Score -712014.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -712018.062500 Penalty: 4552.658203
	Iteration 33Q: 3 clusters Score -712018.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -712022.375000 Penalty: 4552.658203
	Iteration 34Q: 3 clusters Score -712022.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -712027.812500 Penalty: 4552.658203
	Iteration 35Q: 3 clusters Score -712027.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -712028.500000 Penalty: 4552.658203
	Iteration 36Q: 3 clusters Score -712028.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -712031.375000 Penalty: 4552.658203
	Iteration 37Q: 3 clusters Score -712031.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -712033.375000 Penalty: 4552.658203
	Iteration 38Q: 3 clusters Score -712033.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -712034.687500 Penalty: 4552.658203
	Iteration 39Q: 3 clusters Score -712034.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -712034.250000 Penalty: 4552.658203
	Iteration 40F: 3 clusters Score -712034.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Entering Unmasked Estep 
Score: -327402.750000 Penalty: 2096.813232
	Iteration 0F: 2 clusters Score -327402.8 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 2360 members 
Entering Unmasked Estep 
Score: -323143.218750 Penalty: 4193.626465
	Iteration 0F: 3 clusters Score -323143.2 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -324432.968750 Penalty: 4193.626465
	Iteration 1F: 3 clusters Score -324433 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -324962.312500 Penalty: 4193.626465
	Iteration 2F: 3 clusters Score -324962.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -325533.000000 Penalty: 4193.626465
	Iteration 3F: 3 clusters Score -325533 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -325999.218750 Penalty: 4193.626465
	Iteration 4F: 3 clusters Score -325999.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -326326.343750 Penalty: 4193.626465
	Iteration 5F: 3 clusters Score -326326.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -326572.187500 Penalty: 4193.626465
	Iteration 6F: 3 clusters Score -326572.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -326781.625000 Penalty: 4193.626465
	Iteration 7Q: 3 clusters Score -326781.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -326929.875000 Penalty: 4193.626465
	Iteration 8Q: 3 clusters Score -326929.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -327021.406250 Penalty: 4193.626465
	Iteration 9Q: 3 clusters Score -327021.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -327093.281250 Penalty: 4193.626465
	Iteration 10Q: 3 clusters Score -327093.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -327164.375000 Penalty: 4193.626465
	Iteration 11Q: 3 clusters Score -327164.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -327237.843750 Penalty: 4193.626465
	Iteration 12Q: 3 clusters Score -327237.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -327314.281250 Penalty: 4193.626465
	Iteration 13Q: 3 clusters Score -327314.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -327389.687500 Penalty: 4193.626465
	Iteration 14Q: 3 clusters Score -327389.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -327508.062500 Penalty: 4193.626465
	Iteration 15Q: 3 clusters Score -327508.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -327643.656250 Penalty: 4193.626465
	Iteration 16Q: 3 clusters Score -327643.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -327707.375000 Penalty: 4193.626465
	Iteration 17Q: 3 clusters Score -327707.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -327736.625000 Penalty: 4193.626465
	Iteration 18Q: 3 clusters Score -327736.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -327759.343750 Penalty: 4193.626465
	Iteration 19Q: 3 clusters Score -327759.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -327790.562500 Penalty: 4193.626465
	Iteration 20F: 3 clusters Score -327790.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -327816.781250 Penalty: 4193.626465
	Iteration 21Q: 3 clusters Score -327816.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -327834.718750 Penalty: 4193.626465
	Iteration 22Q: 3 clusters Score -327834.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -327845.250000 Penalty: 4193.626465
	Iteration 23Q: 3 clusters Score -327845.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -327848.656250 Penalty: 4193.626465
	Iteration 24Q: 3 clusters Score -327848.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -327854.218750 Penalty: 4193.626465
	Iteration 25Q: 3 clusters Score -327854.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -327855.468750 Penalty: 4193.626465
	Iteration 26Q: 3 clusters Score -327855.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -327857.906250 Penalty: 4193.626465
	Iteration 27Q: 3 clusters Score -327857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -327858.187500 Penalty: 4193.626465
	Iteration 28Q: 3 clusters Score -327858.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -327858.187500 Penalty: 4193.626465
	Iteration 29F: 3 clusters Score -327858.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 207635 members 
Mstep: Class 3 contains 57606 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 216810 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 3798 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80931 members 
Mstep: Class 10 contains 355648 members 
Mstep: Class 11 contains 38588 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130141 members 
Mstep: Class 17 contains 24331 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10858 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35391 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29197 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 900 members 
Entering Unmasked Estep 
Score: -102300496.000000 Penalty: 158063.093750
Splitting cluster 7 changes total score from -102301360.000000 to -102300496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Entering Unmasked Estep 
Score: -92497.789062 Penalty: 1781.034790
	Iteration 0F: 2 clusters Score -92497.79 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 611 members 
Entering Unmasked Estep 
Score: -90364.984375 Penalty: 3562.069580
	Iteration 0F: 3 clusters Score -90364.98 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -90733.375000 Penalty: 3562.069580
	Iteration 1F: 3 clusters Score -90733.38 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -90850.320312 Penalty: 3562.069580
	Iteration 2F: 3 clusters Score -90850.32 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -90917.593750 Penalty: 3562.069580
	Iteration 3Q: 3 clusters Score -90917.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -90940.765625 Penalty: 3562.069580
	Iteration 4Q: 3 clusters Score -90940.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -90957.257812 Penalty: 3562.069580
	Iteration 5Q: 3 clusters Score -90957.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -90977.359375 Penalty: 3562.069580
	Iteration 6Q: 3 clusters Score -90977.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -90983.929688 Penalty: 3562.069580
	Iteration 7Q: 3 clusters Score -90983.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -90987.023438 Penalty: 3562.069580
	Iteration 8Q: 3 clusters Score -90987.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -90991.554688 Penalty: 3562.069580
	Iteration 9Q: 3 clusters Score -90991.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -90994.242188 Penalty: 3562.069580
	Iteration 10Q: 3 clusters Score -90994.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -90998.578125 Penalty: 3562.069580
	Iteration 11Q: 3 clusters Score -90998.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -90999.828125 Penalty: 3562.069580
	Iteration 12Q: 3 clusters Score -90999.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -90999.828125 Penalty: 3562.069580
	Iteration 13F: 3 clusters Score -90999.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80931 members 
Entering Unmasked Estep 
Score: -6172022.500000 Penalty: 2802.735352
	Iteration 0F: 2 clusters Score -6172022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -6117628.500000 Penalty: 5605.470703
	Iteration 0F: 3 clusters Score -6117628 nChanged 38066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -6139642.500000 Penalty: 5605.470703
	Iteration 1F: 3 clusters Score -6139642 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -6140850.000000 Penalty: 5605.470703
	Iteration 2Q: 3 clusters Score -6140850 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -6142569.500000 Penalty: 5605.470703
	Iteration 3F: 3 clusters Score -6142570 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -6145180.000000 Penalty: 5605.470703
	Iteration 4F: 3 clusters Score -6145180 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55982 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -6148788.000000 Penalty: 5605.470703
	Iteration 5F: 3 clusters Score -6148788 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -6153368.000000 Penalty: 5605.470703
	Iteration 6F: 3 clusters Score -6153368 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66753 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -6158270.000000 Penalty: 5605.470703
	Iteration 7F: 3 clusters Score -6158270 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71299 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -6162535.500000 Penalty: 5605.470703
	Iteration 8F: 3 clusters Score -6162536 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74602 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -6165681.500000 Penalty: 5605.470703
	Iteration 9Q: 3 clusters Score -6165682 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76588 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -6167514.500000 Penalty: 5605.470703
	Iteration 10Q: 3 clusters Score -6167514 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77748 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -6168548.000000 Penalty: 5605.470703
	Iteration 11Q: 3 clusters Score -6168548 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78412 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -6169075.500000 Penalty: 5605.470703
	Iteration 12Q: 3 clusters Score -6169076 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78780 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -6169378.000000 Penalty: 5605.470703
	Iteration 13Q: 3 clusters Score -6169378 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79009 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -6169566.500000 Penalty: 5605.470703
	Iteration 14Q: 3 clusters Score -6169566 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79178 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -6169683.000000 Penalty: 5605.470703
	Iteration 15Q: 3 clusters Score -6169683 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79308 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6169765.500000 Penalty: 5605.470703
	Iteration 16Q: 3 clusters Score -6169766 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79399 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -6169818.000000 Penalty: 5605.470703
	Iteration 17Q: 3 clusters Score -6169818 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79469 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -6169849.000000 Penalty: 5605.470703
	Iteration 18Q: 3 clusters Score -6169849 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79524 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -6169899.500000 Penalty: 5605.470703
	Iteration 19Q: 3 clusters Score -6169900 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79558 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -6169923.000000 Penalty: 5605.470703
	Iteration 20F: 3 clusters Score -6169923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79584 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6169952.500000 Penalty: 5605.470703
	Iteration 21Q: 3 clusters Score -6169952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79600 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -6169954.500000 Penalty: 5605.470703
	Iteration 22Q: 3 clusters Score -6169954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79616 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6169956.000000 Penalty: 5605.470703
	Iteration 23Q: 3 clusters Score -6169956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79629 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6169970.000000 Penalty: 5605.470703
	Iteration 24Q: 3 clusters Score -6169970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79643 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6169964.500000 Penalty: 5605.470703
	Iteration 25Q: 3 clusters Score -6169964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79652 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -6169961.000000 Penalty: 5605.470703
	Iteration 26Q: 3 clusters Score -6169961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79662 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -6169962.500000 Penalty: 5605.470703
	Iteration 27Q: 3 clusters Score -6169962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79665 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6169966.500000 Penalty: 5605.470703
	Iteration 28Q: 3 clusters Score -6169966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79672 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6169966.000000 Penalty: 5605.470703
	Iteration 29Q: 3 clusters Score -6169966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79676 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -6169972.000000 Penalty: 5605.470703
	Iteration 30Q: 3 clusters Score -6169972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79677 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -6169973.500000 Penalty: 5605.470703
	Iteration 31Q: 3 clusters Score -6169974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79679 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6169972.000000 Penalty: 5605.470703
	Iteration 32Q: 3 clusters Score -6169972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79681 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6169970.000000 Penalty: 5605.470703
	Iteration 33Q: 3 clusters Score -6169970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79682 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6169971.500000 Penalty: 5605.470703
	Iteration 34Q: 3 clusters Score -6169972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79683 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6169977.000000 Penalty: 5605.470703
	Iteration 35Q: 3 clusters Score -6169977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79683 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6169977.000000 Penalty: 5605.470703
	Iteration 36F: 3 clusters Score -6169977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (355648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355648 members 
Entering Unmasked Estep 
Score: -26606586.000000 Penalty: 3169.860596
	Iteration 0F: 2 clusters Score -2.660659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178360 members 
Mstep: Class 2 contains 177288 members 
Entering Unmasked Estep 
Score: -26367704.000000 Penalty: 6339.721191
	Iteration 0F: 3 clusters Score -2.63677e+07 nChanged 172257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186955 members 
Mstep: Class 2 contains 168693 members 
Entering Unmasked Estep 
Score: -26470478.000000 Penalty: 6339.721191
	Iteration 1F: 3 clusters Score -2.647048e+07 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193369 members 
Mstep: Class 2 contains 162279 members 
Entering Unmasked Estep 
Score: -26472986.000000 Penalty: 6339.721191
	Iteration 2Q: 3 clusters Score -2.647299e+07 nChanged 12727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203850 members 
Mstep: Class 2 contains 151798 members 
Entering Unmasked Estep 
Score: -26477344.000000 Penalty: 6339.721191
	Iteration 3Q: 3 clusters Score -2.647734e+07 nChanged 17821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220355 members 
Mstep: Class 2 contains 135293 members 
Entering Unmasked Estep 
Score: -26486204.000000 Penalty: 6339.721191
	Iteration 4F: 3 clusters Score -2.64862e+07 nChanged 24685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244300 members 
Mstep: Class 2 contains 111348 members 
Entering Unmasked Estep 
Score: -26502474.000000 Penalty: 6339.721191
	Iteration 5F: 3 clusters Score -2.650247e+07 nChanged 31315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275235 members 
Mstep: Class 2 contains 80413 members 
Entering Unmasked Estep 
Score: -26529138.000000 Penalty: 6339.721191
	Iteration 6F: 3 clusters Score -2.652914e+07 nChanged 32258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307271 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -26559910.000000 Penalty: 6339.721191
	Iteration 7F: 3 clusters Score -2.655991e+07 nChanged 24552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331733 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -26583984.000000 Penalty: 6339.721191
	Iteration 8F: 3 clusters Score -2.658398e+07 nChanged 13566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345221 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -26596482.000000 Penalty: 6339.721191
	Iteration 9Q: 3 clusters Score -2.659648e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350842 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -26601584.000000 Penalty: 6339.721191
	Iteration 10Q: 3 clusters Score -2.660158e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352823 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -26603424.000000 Penalty: 6339.721191
	Iteration 11Q: 3 clusters Score -2.660342e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353513 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -26604014.000000 Penalty: 6339.721191
	Iteration 12Q: 3 clusters Score -2.660401e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353739 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -26604270.000000 Penalty: 6339.721191
	Iteration 13Q: 3 clusters Score -2.660427e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353840 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -26604480.000000 Penalty: 6339.721191
	Iteration 14Q: 3 clusters Score -2.660448e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353878 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -26604654.000000 Penalty: 6339.721191
	Iteration 15Q: 3 clusters Score -2.660465e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353861 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -26604752.000000 Penalty: 6339.721191
	Iteration 16Q: 3 clusters Score -2.660475e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353864 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -26604830.000000 Penalty: 6339.721191
	Iteration 17Q: 3 clusters Score -2.660483e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353858 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -26604936.000000 Penalty: 6339.721191
	Iteration 18Q: 3 clusters Score -2.660494e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353858 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -26604962.000000 Penalty: 6339.721191
	Iteration 19Q: 3 clusters Score -2.660496e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353836 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -26604984.000000 Penalty: 6339.721191
	Iteration 20F: 3 clusters Score -2.660498e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353823 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -26604990.000000 Penalty: 6339.721191
	Iteration 21Q: 3 clusters Score -2.660499e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353817 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -26605012.000000 Penalty: 6339.721191
	Iteration 22Q: 3 clusters Score -2.660501e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353809 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -26605044.000000 Penalty: 6339.721191
	Iteration 23Q: 3 clusters Score -2.660504e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353790 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -26605044.000000 Penalty: 6339.721191
	Iteration 24Q: 3 clusters Score -2.660504e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353771 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -26605076.000000 Penalty: 6339.721191
	Iteration 25Q: 3 clusters Score -2.660508e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353742 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -26605090.000000 Penalty: 6339.721191
	Iteration 26Q: 3 clusters Score -2.660509e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353717 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -26605172.000000 Penalty: 6339.721191
	Iteration 27Q: 3 clusters Score -2.660517e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353696 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -26605142.000000 Penalty: 6339.721191
	Iteration 28Q: 3 clusters Score -2.660514e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353669 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -26605192.000000 Penalty: 6339.721191
	Iteration 29Q: 3 clusters Score -2.660519e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353643 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -26605198.000000 Penalty: 6339.721191
	Iteration 30Q: 3 clusters Score -2.66052e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353634 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -26605220.000000 Penalty: 6339.721191
	Iteration 31Q: 3 clusters Score -2.660522e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353626 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -26605246.000000 Penalty: 6339.721191
	Iteration 32Q: 3 clusters Score -2.660525e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353618 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -26605230.000000 Penalty: 6339.721191
	Iteration 33Q: 3 clusters Score -2.660523e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353613 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -26605264.000000 Penalty: 6339.721191
	Iteration 34Q: 3 clusters Score -2.660526e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353608 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -26605276.000000 Penalty: 6339.721191
	Iteration 35Q: 3 clusters Score -2.660528e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353593 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -26605278.000000 Penalty: 6339.721191
	Iteration 36Q: 3 clusters Score -2.660528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353594 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -26605286.000000 Penalty: 6339.721191
	Iteration 37Q: 3 clusters Score -2.660529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353593 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -26605290.000000 Penalty: 6339.721191
	Iteration 38Q: 3 clusters Score -2.660529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353592 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -26605294.000000 Penalty: 6339.721191
	Iteration 39Q: 3 clusters Score -2.660529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353584 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -26605302.000000 Penalty: 6339.721191
	Iteration 40F: 3 clusters Score -2.66053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353580 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -26605320.000000 Penalty: 6339.721191
	Iteration 41Q: 3 clusters Score -2.660532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353580 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -26605326.000000 Penalty: 6339.721191
	Iteration 42Q: 3 clusters Score -2.660533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353582 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -26605310.000000 Penalty: 6339.721191
	Iteration 43Q: 3 clusters Score -2.660531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353581 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -26605324.000000 Penalty: 6339.721191
	Iteration 44Q: 3 clusters Score -2.660532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353580 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -26605306.000000 Penalty: 6339.721191
	Iteration 45Q: 3 clusters Score -2.660531e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353574 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -26605322.000000 Penalty: 6339.721191
	Iteration 46Q: 3 clusters Score -2.660532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353571 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -26605356.000000 Penalty: 6339.721191
	Iteration 47Q: 3 clusters Score -2.660536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353570 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -26605332.000000 Penalty: 6339.721191
	Iteration 48Q: 3 clusters Score -2.660533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353575 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -26605364.000000 Penalty: 6339.721191
	Iteration 49Q: 3 clusters Score -2.660536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353575 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -26605382.000000 Penalty: 6339.721191
	Iteration 50Q: 3 clusters Score -2.660538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353571 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -26605380.000000 Penalty: 6339.721191
	Iteration 51Q: 3 clusters Score -2.660538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353568 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -26605372.000000 Penalty: 6339.721191
	Iteration 52Q: 3 clusters Score -2.660537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353568 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -26605368.000000 Penalty: 6339.721191
	Iteration 53Q: 3 clusters Score -2.660537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353568 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -26605388.000000 Penalty: 6339.721191
	Iteration 54Q: 3 clusters Score -2.660539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353570 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -26605386.000000 Penalty: 6339.721191
	Iteration 55Q: 3 clusters Score -2.660539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353573 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -26605386.000000 Penalty: 6339.721191
	Iteration 56Q: 3 clusters Score -2.660539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353570 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -26605382.000000 Penalty: 6339.721191
	Iteration 57Q: 3 clusters Score -2.660538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353568 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -26605400.000000 Penalty: 6339.721191
	Iteration 58Q: 3 clusters Score -2.66054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353568 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -26605396.000000 Penalty: 6339.721191
	Iteration 59Q: 3 clusters Score -2.66054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353567 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -26605382.000000 Penalty: 6339.721191
	Iteration 60F: 3 clusters Score -2.660538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353567 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -26605388.000000 Penalty: 6339.721191
	Iteration 61Q: 3 clusters Score -2.660539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353568 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -26605384.000000 Penalty: 6339.721191
	Iteration 62Q: 3 clusters Score -2.660538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353568 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -26605392.000000 Penalty: 6339.721191
	Iteration 63Q: 3 clusters Score -2.660539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353567 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -26605390.000000 Penalty: 6339.721191
	Iteration 64Q: 3 clusters Score -2.660539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353564 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -26605384.000000 Penalty: 6339.721191
	Iteration 65Q: 3 clusters Score -2.660538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353563 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -26605392.000000 Penalty: 6339.721191
	Iteration 66Q: 3 clusters Score -2.660539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353564 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -26605388.000000 Penalty: 6339.721191
	Iteration 67Q: 3 clusters Score -2.660539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353564 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -26605376.000000 Penalty: 6339.721191
	Iteration 68Q: 3 clusters Score -2.660538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353564 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -26605374.000000 Penalty: 6339.721191
	Iteration 69Q: 3 clusters Score -2.660537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353562 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -26605380.000000 Penalty: 6339.721191
	Iteration 70Q: 3 clusters Score -2.660538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353558 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -26605392.000000 Penalty: 6339.721191
	Iteration 71Q: 3 clusters Score -2.660539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353554 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -26605392.000000 Penalty: 6339.721191
	Iteration 72Q: 3 clusters Score -2.660539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353554 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -26605382.000000 Penalty: 6339.721191
	Iteration 73Q: 3 clusters Score -2.660538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353555 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -26605370.000000 Penalty: 6339.721191
	Iteration 74Q: 3 clusters Score -2.660537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353558 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -26605394.000000 Penalty: 6339.721191
	Iteration 75Q: 3 clusters Score -2.660539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353556 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -26605388.000000 Penalty: 6339.721191
	Iteration 76Q: 3 clusters Score -2.660539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353551 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -26605382.000000 Penalty: 6339.721191
	Iteration 77Q: 3 clusters Score -2.660538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353549 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -26605394.000000 Penalty: 6339.721191
	Iteration 78Q: 3 clusters Score -2.660539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353548 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -26605394.000000 Penalty: 6339.721191
	Iteration 79Q: 3 clusters Score -2.660539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353549 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -26605388.000000 Penalty: 6339.721191
	Iteration 80F: 3 clusters Score -2.660539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353549 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -26605388.000000 Penalty: 6339.721191
	Iteration 81Q: 3 clusters Score -2.660539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353549 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -26605388.000000 Penalty: 6339.721191
	Iteration 82F: 3 clusters Score -2.660539e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Entering Unmasked Estep 
Score: -3035348.250000 Penalty: 2619.052734
	Iteration 0F: 2 clusters Score -3035348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -3009061.250000 Penalty: 5238.105469
	Iteration 0F: 3 clusters Score -3009061 nChanged 17632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -3018786.250000 Penalty: 5238.105469
	Iteration 1F: 3 clusters Score -3018786 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -3019379.750000 Penalty: 5238.105469
	Iteration 2Q: 3 clusters Score -3019380 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -3020032.000000 Penalty: 5238.105469
	Iteration 3Q: 3 clusters Score -3020032 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -3020771.250000 Penalty: 5238.105469
	Iteration 4Q: 3 clusters Score -3020771 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -3021737.250000 Penalty: 5238.105469
	Iteration 5F: 3 clusters Score -3021737 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -3023043.000000 Penalty: 5238.105469
	Iteration 6F: 3 clusters Score -3023043 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -3024716.250000 Penalty: 5238.105469
	Iteration 7F: 3 clusters Score -3024716 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -3026562.500000 Penalty: 5238.105469
	Iteration 8F: 3 clusters Score -3026562 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -3028244.250000 Penalty: 5238.105469
	Iteration 9F: 3 clusters Score -3028244 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -3029508.250000 Penalty: 5238.105469
	Iteration 10Q: 3 clusters Score -3029508 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -3030381.500000 Penalty: 5238.105469
	Iteration 11Q: 3 clusters Score -3030382 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -3030984.750000 Penalty: 5238.105469
	Iteration 12Q: 3 clusters Score -3030985 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -3031354.250000 Penalty: 5238.105469
	Iteration 13Q: 3 clusters Score -3031354 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -3031564.750000 Penalty: 5238.105469
	Iteration 14Q: 3 clusters Score -3031565 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -3031709.750000 Penalty: 5238.105469
	Iteration 15Q: 3 clusters Score -3031710 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -3031821.750000 Penalty: 5238.105469
	Iteration 16Q: 3 clusters Score -3031822 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -3031937.750000 Penalty: 5238.105469
	Iteration 17Q: 3 clusters Score -3031938 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -3032021.250000 Penalty: 5238.105469
	Iteration 18Q: 3 clusters Score -3032021 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -3032111.250000 Penalty: 5238.105469
	Iteration 19Q: 3 clusters Score -3032111 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -3032178.500000 Penalty: 5238.105469
	Iteration 20F: 3 clusters Score -3032178 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -3032254.250000 Penalty: 5238.105469
	Iteration 21Q: 3 clusters Score -3032254 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -3032309.000000 Penalty: 5238.105469
	Iteration 22Q: 3 clusters Score -3032309 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -3032390.250000 Penalty: 5238.105469
	Iteration 23Q: 3 clusters Score -3032390 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -3032447.000000 Penalty: 5238.105469
	Iteration 24Q: 3 clusters Score -3032447 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -3032493.000000 Penalty: 5238.105469
	Iteration 25Q: 3 clusters Score -3032493 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -3032537.750000 Penalty: 5238.105469
	Iteration 26Q: 3 clusters Score -3032538 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -3032586.500000 Penalty: 5238.105469
	Iteration 27Q: 3 clusters Score -3032586 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -3032643.750000 Penalty: 5238.105469
	Iteration 28Q: 3 clusters Score -3032644 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -3032674.750000 Penalty: 5238.105469
	Iteration 29Q: 3 clusters Score -3032675 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -3032723.750000 Penalty: 5238.105469
	Iteration 30Q: 3 clusters Score -3032724 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -3032766.250000 Penalty: 5238.105469
	Iteration 31Q: 3 clusters Score -3032766 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -3032811.250000 Penalty: 5238.105469
	Iteration 32Q: 3 clusters Score -3032811 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -3032847.500000 Penalty: 5238.105469
	Iteration 33Q: 3 clusters Score -3032848 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -3032876.750000 Penalty: 5238.105469
	Iteration 34Q: 3 clusters Score -3032877 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -3032899.500000 Penalty: 5238.105469
	Iteration 35Q: 3 clusters Score -3032900 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -3032924.000000 Penalty: 5238.105469
	Iteration 36Q: 3 clusters Score -3032924 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -3032958.750000 Penalty: 5238.105469
	Iteration 37Q: 3 clusters Score -3032959 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -3032979.250000 Penalty: 5238.105469
	Iteration 38Q: 3 clusters Score -3032979 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -3032993.500000 Penalty: 5238.105469
	Iteration 39Q: 3 clusters Score -3032994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -3032999.500000 Penalty: 5238.105469
	Iteration 40F: 3 clusters Score -3033000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -3033019.500000 Penalty: 5238.105469
	Iteration 41Q: 3 clusters Score -3033020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -3033020.250000 Penalty: 5238.105469
	Iteration 42Q: 3 clusters Score -3033020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -3033036.500000 Penalty: 5238.105469
	Iteration 43Q: 3 clusters Score -3033036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -3033042.000000 Penalty: 5238.105469
	Iteration 44Q: 3 clusters Score -3033042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -3033057.500000 Penalty: 5238.105469
	Iteration 45Q: 3 clusters Score -3033058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -3033063.250000 Penalty: 5238.105469
	Iteration 46Q: 3 clusters Score -3033063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -3033067.500000 Penalty: 5238.105469
	Iteration 47Q: 3 clusters Score -3033068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -3033063.750000 Penalty: 5238.105469
	Iteration 48Q: 3 clusters Score -3033064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -3033077.500000 Penalty: 5238.105469
	Iteration 49Q: 3 clusters Score -3033078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -3033078.750000 Penalty: 5238.105469
	Iteration 50Q: 3 clusters Score -3033079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -3033090.500000 Penalty: 5238.105469
	Iteration 51Q: 3 clusters Score -3033090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -3033097.750000 Penalty: 5238.105469
	Iteration 52Q: 3 clusters Score -3033098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -3033101.250000 Penalty: 5238.105469
	Iteration 53Q: 3 clusters Score -3033101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -3033104.750000 Penalty: 5238.105469
	Iteration 54Q: 3 clusters Score -3033105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -3033114.750000 Penalty: 5238.105469
	Iteration 55Q: 3 clusters Score -3033115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -3033118.750000 Penalty: 5238.105469
	Iteration 56Q: 3 clusters Score -3033119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -3033115.000000 Penalty: 5238.105469
	Iteration 57Q: 3 clusters Score -3033115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -3033120.500000 Penalty: 5238.105469
	Iteration 58Q: 3 clusters Score -3033120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -3033118.500000 Penalty: 5238.105469
	Iteration 59Q: 3 clusters Score -3033118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -3033127.250000 Penalty: 5238.105469
	Iteration 60F: 3 clusters Score -3033127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -3033123.000000 Penalty: 5238.105469
	Iteration 61Q: 3 clusters Score -3033123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -3033131.000000 Penalty: 5238.105469
	Iteration 62Q: 3 clusters Score -3033131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -3033129.250000 Penalty: 5238.105469
	Iteration 63Q: 3 clusters Score -3033129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -3033131.000000 Penalty: 5238.105469
	Iteration 64Q: 3 clusters Score -3033131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -3033134.750000 Penalty: 5238.105469
	Iteration 65Q: 3 clusters Score -3033135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -3033134.250000 Penalty: 5238.105469
	Iteration 66Q: 3 clusters Score -3033134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -3033138.250000 Penalty: 5238.105469
	Iteration 67Q: 3 clusters Score -3033138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -3033142.750000 Penalty: 5238.105469
	Iteration 68Q: 3 clusters Score -3033143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -3033152.250000 Penalty: 5238.105469
	Iteration 69Q: 3 clusters Score -3033152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -3033152.750000 Penalty: 5238.105469
	Iteration 70Q: 3 clusters Score -3033153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -3033155.000000 Penalty: 5238.105469
	Iteration 71Q: 3 clusters Score -3033155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -3033158.250000 Penalty: 5238.105469
	Iteration 72Q: 3 clusters Score -3033158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -3033155.750000 Penalty: 5238.105469
	Iteration 73Q: 3 clusters Score -3033156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -3033158.500000 Penalty: 5238.105469
	Iteration 74Q: 3 clusters Score -3033158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -3033155.750000 Penalty: 5238.105469
	Iteration 75Q: 3 clusters Score -3033156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -3033158.750000 Penalty: 5238.105469
	Iteration 76Q: 3 clusters Score -3033159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -3033157.250000 Penalty: 5238.105469
	Iteration 77Q: 3 clusters Score -3033157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -3033154.750000 Penalty: 5238.105469
	Iteration 78Q: 3 clusters Score -3033155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -3033161.750000 Penalty: 5238.105469
	Iteration 79Q: 3 clusters Score -3033162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -3033160.250000 Penalty: 5238.105469
	Iteration 80F: 3 clusters Score -3033160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -3033165.500000 Penalty: 5238.105469
	Iteration 81Q: 3 clusters Score -3033166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -3033165.500000 Penalty: 5238.105469
	Iteration 82Q: 3 clusters Score -3033166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -3033167.250000 Penalty: 5238.105469
	Iteration 83Q: 3 clusters Score -3033167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -3033166.750000 Penalty: 5238.105469
	Iteration 84Q: 3 clusters Score -3033167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -3033167.250000 Penalty: 5238.105469
	Iteration 85Q: 3 clusters Score -3033167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -3033167.000000 Penalty: 5238.105469
	Iteration 86Q: 3 clusters Score -3033167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -3033171.500000 Penalty: 5238.105469
	Iteration 87Q: 3 clusters Score -3033172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -3033171.750000 Penalty: 5238.105469
	Iteration 88Q: 3 clusters Score -3033172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -3033176.750000 Penalty: 5238.105469
	Iteration 89Q: 3 clusters Score -3033177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -3033175.250000 Penalty: 5238.105469
	Iteration 90Q: 3 clusters Score -3033175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -3033172.750000 Penalty: 5238.105469
	Iteration 91Q: 3 clusters Score -3033173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -3033172.750000 Penalty: 5238.105469
	Iteration 92F: 3 clusters Score -3033173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Entering Unmasked Estep 
Score: -246985.984375 Penalty: 2084.087158
	Iteration 0F: 2 clusters Score -246986 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 2215 members 
Entering Unmasked Estep 
Score: -242906.234375 Penalty: 4168.174316
	Iteration 0F: 3 clusters Score -242906.2 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -244147.984375 Penalty: 4168.174316
	Iteration 1F: 3 clusters Score -244148 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -244594.546875 Penalty: 4168.174316
	Iteration 2F: 3 clusters Score -244594.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -244941.062500 Penalty: 4168.174316
	Iteration 3F: 3 clusters Score -244941.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -245154.375000 Penalty: 4168.174316
	Iteration 4F: 3 clusters Score -245154.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -245315.312500 Penalty: 4168.174316
	Iteration 5Q: 3 clusters Score -245315.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -245439.109375 Penalty: 4168.174316
	Iteration 6Q: 3 clusters Score -245439.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -245548.093750 Penalty: 4168.174316
	Iteration 7Q: 3 clusters Score -245548.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -245659.921875 Penalty: 4168.174316
	Iteration 8Q: 3 clusters Score -245659.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -245762.390625 Penalty: 4168.174316
	Iteration 9Q: 3 clusters Score -245762.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -245827.171875 Penalty: 4168.174316
	Iteration 10Q: 3 clusters Score -245827.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -245890.281250 Penalty: 4168.174316
	Iteration 11Q: 3 clusters Score -245890.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -245936.796875 Penalty: 4168.174316
	Iteration 12Q: 3 clusters Score -245936.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -245967.484375 Penalty: 4168.174316
	Iteration 13Q: 3 clusters Score -245967.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -246006.453125 Penalty: 4168.174316
	Iteration 14Q: 3 clusters Score -246006.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -246048.953125 Penalty: 4168.174316
	Iteration 15Q: 3 clusters Score -246049 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -246100.171875 Penalty: 4168.174316
	Iteration 16Q: 3 clusters Score -246100.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -246176.187500 Penalty: 4168.174316
	Iteration 17Q: 3 clusters Score -246176.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -246237.843750 Penalty: 4168.174316
	Iteration 18Q: 3 clusters Score -246237.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -246318.171875 Penalty: 4168.174316
	Iteration 19Q: 3 clusters Score -246318.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -246386.906250 Penalty: 4168.174316
	Iteration 20F: 3 clusters Score -246386.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -246449.171875 Penalty: 4168.174316
	Iteration 21Q: 3 clusters Score -246449.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -246516.906250 Penalty: 4168.174316
	Iteration 22Q: 3 clusters Score -246516.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -246575.046875 Penalty: 4168.174316
	Iteration 23Q: 3 clusters Score -246575 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -246621.500000 Penalty: 4168.174316
	Iteration 24Q: 3 clusters Score -246621.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -246665.046875 Penalty: 4168.174316
	Iteration 25Q: 3 clusters Score -246665 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -246698.796875 Penalty: 4168.174316
	Iteration 26Q: 3 clusters Score -246698.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -246744.171875 Penalty: 4168.174316
	Iteration 27Q: 3 clusters Score -246744.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -246800.359375 Penalty: 4168.174316
	Iteration 28Q: 3 clusters Score -246800.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -246857.203125 Penalty: 4168.174316
	Iteration 29Q: 3 clusters Score -246857.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -246898.656250 Penalty: 4168.174316
	Iteration 30Q: 3 clusters Score -246898.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -246931.812500 Penalty: 4168.174316
	Iteration 31Q: 3 clusters Score -246931.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -246952.875000 Penalty: 4168.174316
	Iteration 32Q: 3 clusters Score -246952.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -246965.406250 Penalty: 4168.174316
	Iteration 33Q: 3 clusters Score -246965.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -246971.281250 Penalty: 4168.174316
	Iteration 34Q: 3 clusters Score -246971.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -246975.000000 Penalty: 4168.174316
	Iteration 35Q: 3 clusters Score -246975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -246977.765625 Penalty: 4168.174316
	Iteration 36Q: 3 clusters Score -246977.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -246979.921875 Penalty: 4168.174316
	Iteration 37Q: 3 clusters Score -246979.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -246981.656250 Penalty: 4168.174316
	Iteration 38Q: 3 clusters Score -246981.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -246983.359375 Penalty: 4168.174316
	Iteration 39Q: 3 clusters Score -246983.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -246986.656250 Penalty: 4168.174316
	Iteration 40F: 3 clusters Score -246986.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -246991.453125 Penalty: 4168.174316
	Iteration 41Q: 3 clusters Score -246991.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -246997.343750 Penalty: 4168.174316
	Iteration 42Q: 3 clusters Score -246997.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -247002.234375 Penalty: 4168.174316
	Iteration 43Q: 3 clusters Score -247002.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -247009.078125 Penalty: 4168.174316
	Iteration 44Q: 3 clusters Score -247009.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -247016.703125 Penalty: 4168.174316
	Iteration 45Q: 3 clusters Score -247016.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -247020.609375 Penalty: 4168.174316
	Iteration 46Q: 3 clusters Score -247020.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -247022.625000 Penalty: 4168.174316
	Iteration 47Q: 3 clusters Score -247022.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -247024.218750 Penalty: 4168.174316
	Iteration 48Q: 3 clusters Score -247024.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -247025.171875 Penalty: 4168.174316
	Iteration 49Q: 3 clusters Score -247025.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -247026.484375 Penalty: 4168.174316
	Iteration 50Q: 3 clusters Score -247026.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -247027.390625 Penalty: 4168.174316
	Iteration 51Q: 3 clusters Score -247027.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -247028.640625 Penalty: 4168.174316
	Iteration 52Q: 3 clusters Score -247028.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -247029.437500 Penalty: 4168.174316
	Iteration 53Q: 3 clusters Score -247029.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -247029.906250 Penalty: 4168.174316
	Iteration 54Q: 3 clusters Score -247029.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -247029.906250 Penalty: 4168.174316
	Iteration 55F: 3 clusters Score -247029.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 207635 members 
Mstep: Class 3 contains 57606 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 216810 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80931 members 
Mstep: Class 10 contains 355648 members 
Mstep: Class 11 contains 38588 members 
Mstep: Class 12 contains 2380 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130141 members 
Mstep: Class 17 contains 24331 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10858 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 35391 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29197 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2083 members 
Entering Unmasked Estep 
Score: -102299696.000000 Penalty: 158063.093750
Splitting cluster 12 changes total score from -102301360.000000 to -102299696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (4946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Entering Unmasked Estep 
Score: -353420.562500 Penalty: 2109.570801
	Iteration 0F: 2 clusters Score -353420.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -348901.812500 Penalty: 4219.141602
	Iteration 0F: 3 clusters Score -348901.8 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -350105.312500 Penalty: 4219.141602
	Iteration 1F: 3 clusters Score -350105.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -350510.125000 Penalty: 4219.141602
	Iteration 2F: 3 clusters Score -350510.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -350939.437500 Penalty: 4219.141602
	Iteration 3F: 3 clusters Score -350939.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -351360.906250 Penalty: 4219.141602
	Iteration 4F: 3 clusters Score -351360.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -351762.718750 Penalty: 4219.141602
	Iteration 5F: 3 clusters Score -351762.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -352076.781250 Penalty: 4219.141602
	Iteration 6F: 3 clusters Score -352076.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -352268.593750 Penalty: 4219.141602
	Iteration 7Q: 3 clusters Score -352268.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -352374.218750 Penalty: 4219.141602
	Iteration 8Q: 3 clusters Score -352374.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -352446.312500 Penalty: 4219.141602
	Iteration 9Q: 3 clusters Score -352446.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -352506.750000 Penalty: 4219.141602
	Iteration 10Q: 3 clusters Score -352506.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -352540.750000 Penalty: 4219.141602
	Iteration 11Q: 3 clusters Score -352540.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -352560.625000 Penalty: 4219.141602
	Iteration 12Q: 3 clusters Score -352560.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -352572.343750 Penalty: 4219.141602
	Iteration 13Q: 3 clusters Score -352572.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -352584.625000 Penalty: 4219.141602
	Iteration 14Q: 3 clusters Score -352584.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -352592.750000 Penalty: 4219.141602
	Iteration 15Q: 3 clusters Score -352592.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -352602.093750 Penalty: 4219.141602
	Iteration 16Q: 3 clusters Score -352602.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -352605.531250 Penalty: 4219.141602
	Iteration 17Q: 3 clusters Score -352605.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -352609.687500 Penalty: 4219.141602
	Iteration 18Q: 3 clusters Score -352609.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -352610.718750 Penalty: 4219.141602
	Iteration 19Q: 3 clusters Score -352610.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -352611.812500 Penalty: 4219.141602
	Iteration 20F: 3 clusters Score -352611.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -352613.312500 Penalty: 4219.141602
	Iteration 21Q: 3 clusters Score -352613.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -352615.500000 Penalty: 4219.141602
	Iteration 22Q: 3 clusters Score -352615.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -352617.093750 Penalty: 4219.141602
	Iteration 23Q: 3 clusters Score -352617.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -352619.781250 Penalty: 4219.141602
	Iteration 24Q: 3 clusters Score -352619.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -352620.656250 Penalty: 4219.141602
	Iteration 25Q: 3 clusters Score -352620.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -352623.343750 Penalty: 4219.141602
	Iteration 26Q: 3 clusters Score -352623.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -352623.562500 Penalty: 4219.141602
	Iteration 27Q: 3 clusters Score -352623.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -352623.562500 Penalty: 4219.141602
	Iteration 28F: 3 clusters Score -352623.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Entering Unmasked Estep 
Score: -549142.437500 Penalty: 2202.729736
	Iteration 0F: 2 clusters Score -549142.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -543222.000000 Penalty: 4405.459473
	Iteration 0F: 3 clusters Score -543222 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -544813.312500 Penalty: 4405.459473
	Iteration 1F: 3 clusters Score -544813.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -545048.312500 Penalty: 4405.459473
	Iteration 2F: 3 clusters Score -545048.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -545218.562500 Penalty: 4405.459473
	Iteration 3F: 3 clusters Score -545218.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -545337.625000 Penalty: 4405.459473
	Iteration 4Q: 3 clusters Score -545337.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -545425.375000 Penalty: 4405.459473
	Iteration 5Q: 3 clusters Score -545425.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -545496.875000 Penalty: 4405.459473
	Iteration 6Q: 3 clusters Score -545496.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -545561.562500 Penalty: 4405.459473
	Iteration 7Q: 3 clusters Score -545561.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -545615.312500 Penalty: 4405.459473
	Iteration 8Q: 3 clusters Score -545615.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -545657.687500 Penalty: 4405.459473
	Iteration 9Q: 3 clusters Score -545657.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -545695.687500 Penalty: 4405.459473
	Iteration 10Q: 3 clusters Score -545695.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -545729.187500 Penalty: 4405.459473
	Iteration 11Q: 3 clusters Score -545729.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -545761.812500 Penalty: 4405.459473
	Iteration 12Q: 3 clusters Score -545761.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -545791.250000 Penalty: 4405.459473
	Iteration 13Q: 3 clusters Score -545791.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -545817.375000 Penalty: 4405.459473
	Iteration 14Q: 3 clusters Score -545817.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -545837.312500 Penalty: 4405.459473
	Iteration 15Q: 3 clusters Score -545837.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -545853.625000 Penalty: 4405.459473
	Iteration 16Q: 3 clusters Score -545853.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -545866.687500 Penalty: 4405.459473
	Iteration 17Q: 3 clusters Score -545866.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -545878.312500 Penalty: 4405.459473
	Iteration 18Q: 3 clusters Score -545878.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -545891.562500 Penalty: 4405.459473
	Iteration 19Q: 3 clusters Score -545891.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -545902.687500 Penalty: 4405.459473
	Iteration 20F: 3 clusters Score -545902.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -545913.750000 Penalty: 4405.459473
	Iteration 21Q: 3 clusters Score -545913.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -545923.500000 Penalty: 4405.459473
	Iteration 22Q: 3 clusters Score -545923.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -545932.062500 Penalty: 4405.459473
	Iteration 23Q: 3 clusters Score -545932.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -545942.750000 Penalty: 4405.459473
	Iteration 24Q: 3 clusters Score -545942.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -545953.437500 Penalty: 4405.459473
	Iteration 25Q: 3 clusters Score -545953.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -545973.125000 Penalty: 4405.459473
	Iteration 26Q: 3 clusters Score -545973.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -545991.125000 Penalty: 4405.459473
	Iteration 27Q: 3 clusters Score -545991.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -546008.375000 Penalty: 4405.459473
	Iteration 28Q: 3 clusters Score -546008.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -546027.187500 Penalty: 4405.459473
	Iteration 29Q: 3 clusters Score -546027.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -546051.312500 Penalty: 4405.459473
	Iteration 30Q: 3 clusters Score -546051.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -546081.000000 Penalty: 4405.459473
	Iteration 31Q: 3 clusters Score -546081 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -546120.437500 Penalty: 4405.459473
	Iteration 32Q: 3 clusters Score -546120.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -546167.625000 Penalty: 4405.459473
	Iteration 33Q: 3 clusters Score -546167.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -546227.125000 Penalty: 4405.459473
	Iteration 34Q: 3 clusters Score -546227.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -546298.437500 Penalty: 4405.459473
	Iteration 35Q: 3 clusters Score -546298.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -546380.937500 Penalty: 4405.459473
	Iteration 36Q: 3 clusters Score -546380.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -546518.812500 Penalty: 4405.459473
	Iteration 37Q: 3 clusters Score -546518.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -546689.875000 Penalty: 4405.459473
	Iteration 38Q: 3 clusters Score -546689.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -546870.687500 Penalty: 4405.459473
	Iteration 39Q: 3 clusters Score -546870.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -547043.812500 Penalty: 4405.459473
	Iteration 40F: 3 clusters Score -547043.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -547206.312500 Penalty: 4405.459473
	Iteration 41Q: 3 clusters Score -547206.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -547327.375000 Penalty: 4405.459473
	Iteration 42Q: 3 clusters Score -547327.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -547414.500000 Penalty: 4405.459473
	Iteration 43Q: 3 clusters Score -547414.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -547473.312500 Penalty: 4405.459473
	Iteration 44Q: 3 clusters Score -547473.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -547498.625000 Penalty: 4405.459473
	Iteration 45Q: 3 clusters Score -547498.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -547519.625000 Penalty: 4405.459473
	Iteration 46Q: 3 clusters Score -547519.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -547532.062500 Penalty: 4405.459473
	Iteration 47Q: 3 clusters Score -547532.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -547542.750000 Penalty: 4405.459473
	Iteration 48Q: 3 clusters Score -547542.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -547549.625000 Penalty: 4405.459473
	Iteration 49Q: 3 clusters Score -547549.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -547561.750000 Penalty: 4405.459473
	Iteration 50Q: 3 clusters Score -547561.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -547565.250000 Penalty: 4405.459473
	Iteration 51Q: 3 clusters Score -547565.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -547571.312500 Penalty: 4405.459473
	Iteration 52Q: 3 clusters Score -547571.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -547573.500000 Penalty: 4405.459473
	Iteration 53Q: 3 clusters Score -547573.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -547576.562500 Penalty: 4405.459473
	Iteration 54Q: 3 clusters Score -547576.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -547579.687500 Penalty: 4405.459473
	Iteration 55Q: 3 clusters Score -547579.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -547580.562500 Penalty: 4405.459473
	Iteration 56Q: 3 clusters Score -547580.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -547581.000000 Penalty: 4405.459473
	Iteration 57Q: 3 clusters Score -547581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -547581.312500 Penalty: 4405.459473
	Iteration 58Q: 3 clusters Score -547581.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -547582.312500 Penalty: 4405.459473
	Iteration 59Q: 3 clusters Score -547582.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -547582.812500 Penalty: 4405.459473
	Iteration 60F: 3 clusters Score -547582.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -547582.625000 Penalty: 4405.459473
	Iteration 61Q: 3 clusters Score -547582.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -547582.625000 Penalty: 4405.459473
	Iteration 62F: 3 clusters Score -547582.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Entering Unmasked Estep 
Score: -478045.375000 Penalty: 2173.640137
	Iteration 0F: 2 clusters Score -478045.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -472584.218750 Penalty: 4347.280273
	Iteration 0F: 3 clusters Score -472584.2 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -473950.062500 Penalty: 4347.280273
	Iteration 1F: 3 clusters Score -473950.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -474191.406250 Penalty: 4347.280273
	Iteration 2F: 3 clusters Score -474191.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -474368.218750 Penalty: 4347.280273
	Iteration 3Q: 3 clusters Score -474368.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -474507.593750 Penalty: 4347.280273
	Iteration 4Q: 3 clusters Score -474507.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -474619.562500 Penalty: 4347.280273
	Iteration 5Q: 3 clusters Score -474619.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -474701.437500 Penalty: 4347.280273
	Iteration 6Q: 3 clusters Score -474701.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -474774.218750 Penalty: 4347.280273
	Iteration 7Q: 3 clusters Score -474774.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -474855.968750 Penalty: 4347.280273
	Iteration 8Q: 3 clusters Score -474856 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -474955.937500 Penalty: 4347.280273
	Iteration 9Q: 3 clusters Score -474955.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -475061.531250 Penalty: 4347.280273
	Iteration 10Q: 3 clusters Score -475061.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -475162.062500 Penalty: 4347.280273
	Iteration 11Q: 3 clusters Score -475162.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -475278.687500 Penalty: 4347.280273
	Iteration 12Q: 3 clusters Score -475278.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -475388.312500 Penalty: 4347.280273
	Iteration 13Q: 3 clusters Score -475388.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -475514.687500 Penalty: 4347.280273
	Iteration 14Q: 3 clusters Score -475514.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -475638.750000 Penalty: 4347.280273
	Iteration 15Q: 3 clusters Score -475638.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -475746.937500 Penalty: 4347.280273
	Iteration 16Q: 3 clusters Score -475746.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -475863.000000 Penalty: 4347.280273
	Iteration 17Q: 3 clusters Score -475863 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -475972.312500 Penalty: 4347.280273
	Iteration 18Q: 3 clusters Score -475972.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -476074.093750 Penalty: 4347.280273
	Iteration 19Q: 3 clusters Score -476074.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -476173.656250 Penalty: 4347.280273
	Iteration 20F: 3 clusters Score -476173.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -476244.875000 Penalty: 4347.280273
	Iteration 21Q: 3 clusters Score -476244.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -476324.156250 Penalty: 4347.280273
	Iteration 22Q: 3 clusters Score -476324.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -476384.093750 Penalty: 4347.280273
	Iteration 23Q: 3 clusters Score -476384.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -476419.718750 Penalty: 4347.280273
	Iteration 24Q: 3 clusters Score -476419.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -476445.000000 Penalty: 4347.280273
	Iteration 25Q: 3 clusters Score -476445 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -476458.718750 Penalty: 4347.280273
	Iteration 26Q: 3 clusters Score -476458.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -476466.687500 Penalty: 4347.280273
	Iteration 27Q: 3 clusters Score -476466.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -476471.281250 Penalty: 4347.280273
	Iteration 28Q: 3 clusters Score -476471.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -476480.187500 Penalty: 4347.280273
	Iteration 29Q: 3 clusters Score -476480.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -476486.375000 Penalty: 4347.280273
	Iteration 30Q: 3 clusters Score -476486.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -476488.750000 Penalty: 4347.280273
	Iteration 31Q: 3 clusters Score -476488.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -476491.000000 Penalty: 4347.280273
	Iteration 32Q: 3 clusters Score -476491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -476493.781250 Penalty: 4347.280273
	Iteration 33Q: 3 clusters Score -476493.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -476495.218750 Penalty: 4347.280273
	Iteration 34Q: 3 clusters Score -476495.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -476499.187500 Penalty: 4347.280273
	Iteration 35Q: 3 clusters Score -476499.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -476503.031250 Penalty: 4347.280273
	Iteration 36Q: 3 clusters Score -476503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -476510.031250 Penalty: 4347.280273
	Iteration 37Q: 3 clusters Score -476510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -476515.656250 Penalty: 4347.280273
	Iteration 38Q: 3 clusters Score -476515.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -476517.812500 Penalty: 4347.280273
	Iteration 39Q: 3 clusters Score -476517.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -476520.093750 Penalty: 4347.280273
	Iteration 40F: 3 clusters Score -476520.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -476524.406250 Penalty: 4347.280273
	Iteration 41Q: 3 clusters Score -476524.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -476526.093750 Penalty: 4347.280273
	Iteration 42Q: 3 clusters Score -476526.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -476525.875000 Penalty: 4347.280273
	Iteration 43Q: 3 clusters Score -476525.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -476525.875000 Penalty: 4347.280273
	Iteration 44F: 3 clusters Score -476525.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130141 members 
Entering Unmasked Estep 
Score: -9943687.000000 Penalty: 2920.540771
	Iteration 0F: 2 clusters Score -9943687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65029 members 
Mstep: Class 2 contains 65112 members 
Entering Unmasked Estep 
Score: -9856855.000000 Penalty: 5841.081543
	Iteration 0F: 3 clusters Score -9856855 nChanged 61848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65383 members 
Mstep: Class 2 contains 64758 members 
Entering Unmasked Estep 
Score: -9893062.000000 Penalty: 5841.081543
	Iteration 1F: 3 clusters Score -9893062 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66163 members 
Mstep: Class 2 contains 63978 members 
Entering Unmasked Estep 
Score: -9894899.000000 Penalty: 5841.081543
	Iteration 2Q: 3 clusters Score -9894899 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67566 members 
Mstep: Class 2 contains 62575 members 
Entering Unmasked Estep 
Score: -9897635.000000 Penalty: 5841.081543
	Iteration 3Q: 3 clusters Score -9897635 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69601 members 
Mstep: Class 2 contains 60540 members 
Entering Unmasked Estep 
Score: -9901319.000000 Penalty: 5841.081543
	Iteration 4F: 3 clusters Score -9901319 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71706 members 
Mstep: Class 2 contains 58435 members 
Entering Unmasked Estep 
Score: -9905598.000000 Penalty: 5841.081543
	Iteration 5F: 3 clusters Score -9905598 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73328 members 
Mstep: Class 2 contains 56813 members 
Entering Unmasked Estep 
Score: -9909377.000000 Penalty: 5841.081543
	Iteration 6F: 3 clusters Score -9909377 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74283 members 
Mstep: Class 2 contains 55858 members 
Entering Unmasked Estep 
Score: -9912125.000000 Penalty: 5841.081543
	Iteration 7F: 3 clusters Score -9912125 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 55479 members 
Entering Unmasked Estep 
Score: -9913781.000000 Penalty: 5841.081543
	Iteration 8Q: 3 clusters Score -9913781 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74599 members 
Mstep: Class 2 contains 55542 members 
Entering Unmasked Estep 
Score: -9915007.000000 Penalty: 5841.081543
	Iteration 9Q: 3 clusters Score -9915007 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74019 members 
Mstep: Class 2 contains 56122 members 
Entering Unmasked Estep 
Score: -9915809.000000 Penalty: 5841.081543
	Iteration 10Q: 3 clusters Score -9915809 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73073 members 
Mstep: Class 2 contains 57068 members 
Entering Unmasked Estep 
Score: -9916432.000000 Penalty: 5841.081543
	Iteration 11Q: 3 clusters Score -9916432 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71701 members 
Mstep: Class 2 contains 58440 members 
Entering Unmasked Estep 
Score: -9917318.000000 Penalty: 5841.081543
	Iteration 12Q: 3 clusters Score -9917318 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69827 members 
Mstep: Class 2 contains 60314 members 
Entering Unmasked Estep 
Score: -9918373.000000 Penalty: 5841.081543
	Iteration 13Q: 3 clusters Score -9918373 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67627 members 
Mstep: Class 2 contains 62514 members 
Entering Unmasked Estep 
Score: -9919772.000000 Penalty: 5841.081543
	Iteration 14Q: 3 clusters Score -9919772 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65168 members 
Mstep: Class 2 contains 64973 members 
Entering Unmasked Estep 
Score: -9921577.000000 Penalty: 5841.081543
	Iteration 15Q: 3 clusters Score -9921577 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62703 members 
Mstep: Class 2 contains 67438 members 
Entering Unmasked Estep 
Score: -9923441.000000 Penalty: 5841.081543
	Iteration 16Q: 3 clusters Score -9923441 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60554 members 
Mstep: Class 2 contains 69587 members 
Entering Unmasked Estep 
Score: -9925050.000000 Penalty: 5841.081543
	Iteration 17Q: 3 clusters Score -9925050 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58885 members 
Mstep: Class 2 contains 71256 members 
Entering Unmasked Estep 
Score: -9926431.000000 Penalty: 5841.081543
	Iteration 18Q: 3 clusters Score -9926431 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57687 members 
Mstep: Class 2 contains 72454 members 
Entering Unmasked Estep 
Score: -9927519.000000 Penalty: 5841.081543
	Iteration 19Q: 3 clusters Score -9927519 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56983 members 
Mstep: Class 2 contains 73158 members 
Entering Unmasked Estep 
Score: -9928357.000000 Penalty: 5841.081543
	Iteration 20F: 3 clusters Score -9928357 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56696 members 
Mstep: Class 2 contains 73445 members 
Entering Unmasked Estep 
Score: -9929097.000000 Penalty: 5841.081543
	Iteration 21Q: 3 clusters Score -9929097 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56783 members 
Mstep: Class 2 contains 73358 members 
Entering Unmasked Estep 
Score: -9929720.000000 Penalty: 5841.081543
	Iteration 22Q: 3 clusters Score -9929720 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57089 members 
Mstep: Class 2 contains 73052 members 
Entering Unmasked Estep 
Score: -9930322.000000 Penalty: 5841.081543
	Iteration 23Q: 3 clusters Score -9930322 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57648 members 
Mstep: Class 2 contains 72493 members 
Entering Unmasked Estep 
Score: -9930801.000000 Penalty: 5841.081543
	Iteration 24Q: 3 clusters Score -9930801 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 71823 members 
Entering Unmasked Estep 
Score: -9931234.000000 Penalty: 5841.081543
	Iteration 25Q: 3 clusters Score -9931234 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59043 members 
Mstep: Class 2 contains 71098 members 
Entering Unmasked Estep 
Score: -9931618.000000 Penalty: 5841.081543
	Iteration 26Q: 3 clusters Score -9931618 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 70355 members 
Entering Unmasked Estep 
Score: -9931928.000000 Penalty: 5841.081543
	Iteration 27Q: 3 clusters Score -9931928 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 69487 members 
Entering Unmasked Estep 
Score: -9932296.000000 Penalty: 5841.081543
	Iteration 28Q: 3 clusters Score -9932296 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61526 members 
Mstep: Class 2 contains 68615 members 
Entering Unmasked Estep 
Score: -9932539.000000 Penalty: 5841.081543
	Iteration 29Q: 3 clusters Score -9932539 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62413 members 
Mstep: Class 2 contains 67728 members 
Entering Unmasked Estep 
Score: -9932754.000000 Penalty: 5841.081543
	Iteration 30Q: 3 clusters Score -9932754 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -9932921.000000 Penalty: 5841.081543
	Iteration 31Q: 3 clusters Score -9932921 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64156 members 
Mstep: Class 2 contains 65985 members 
Entering Unmasked Estep 
Score: -9933125.000000 Penalty: 5841.081543
	Iteration 32Q: 3 clusters Score -9933125 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64995 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -9933194.000000 Penalty: 5841.081543
	Iteration 33Q: 3 clusters Score -9933194 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65779 members 
Mstep: Class 2 contains 64362 members 
Entering Unmasked Estep 
Score: -9933313.000000 Penalty: 5841.081543
	Iteration 34Q: 3 clusters Score -9933313 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66587 members 
Mstep: Class 2 contains 63554 members 
Entering Unmasked Estep 
Score: -9933446.000000 Penalty: 5841.081543
	Iteration 35Q: 3 clusters Score -9933446 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67438 members 
Mstep: Class 2 contains 62703 members 
Entering Unmasked Estep 
Score: -9933574.000000 Penalty: 5841.081543
	Iteration 36Q: 3 clusters Score -9933574 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68270 members 
Mstep: Class 2 contains 61871 members 
Entering Unmasked Estep 
Score: -9933715.000000 Penalty: 5841.081543
	Iteration 37Q: 3 clusters Score -9933715 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69110 members 
Mstep: Class 2 contains 61031 members 
Entering Unmasked Estep 
Score: -9933788.000000 Penalty: 5841.081543
	Iteration 38Q: 3 clusters Score -9933788 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69912 members 
Mstep: Class 2 contains 60229 members 
Entering Unmasked Estep 
Score: -9933886.000000 Penalty: 5841.081543
	Iteration 39Q: 3 clusters Score -9933886 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70773 members 
Mstep: Class 2 contains 59368 members 
Entering Unmasked Estep 
Score: -9933937.000000 Penalty: 5841.081543
	Iteration 40F: 3 clusters Score -9933937 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71589 members 
Mstep: Class 2 contains 58552 members 
Entering Unmasked Estep 
Score: -9934058.000000 Penalty: 5841.081543
	Iteration 41Q: 3 clusters Score -9934058 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72387 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -9934134.000000 Penalty: 5841.081543
	Iteration 42Q: 3 clusters Score -9934134 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73173 members 
Mstep: Class 2 contains 56968 members 
Entering Unmasked Estep 
Score: -9934266.000000 Penalty: 5841.081543
	Iteration 43Q: 3 clusters Score -9934266 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73951 members 
Mstep: Class 2 contains 56190 members 
Entering Unmasked Estep 
Score: -9934433.000000 Penalty: 5841.081543
	Iteration 44Q: 3 clusters Score -9934433 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74713 members 
Mstep: Class 2 contains 55428 members 
Entering Unmasked Estep 
Score: -9934544.000000 Penalty: 5841.081543
	Iteration 45Q: 3 clusters Score -9934544 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75449 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -9934665.000000 Penalty: 5841.081543
	Iteration 46Q: 3 clusters Score -9934665 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76181 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -9934751.000000 Penalty: 5841.081543
	Iteration 47Q: 3 clusters Score -9934751 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76911 members 
Mstep: Class 2 contains 53230 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9934828 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77640 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9934913 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78320 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9935014 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79000 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9935066 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79630 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9935210 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80233 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -9935322.000000 Penalty: 5841.081543
	Iteration 53Q: 3 clusters Score -9935322 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80762 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9935332 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81256 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9935379 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81723 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -9935416.000000 Penalty: 5841.081543
	Iteration 56Q: 3 clusters Score -9935416 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82172 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -9935462.000000 Penalty: 5841.081543
	Iteration 57Q: 3 clusters Score -9935462 nChanged 459
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82625 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -9935541.000000 Penalty: 5841.081543
	Iteration 58Q: 3 clusters Score -9935541 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83061 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9935557 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83476 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -9935598.000000 Penalty: 5841.081543
	Iteration 60F: 3 clusters Score -9935598 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83867 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9935636 nChanged 384
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84245 members 
Mstep: Class 2 contains 45896 members 
Entering Unmasked Estep 
Score: -9935679.000000 Penalty: 5841.081543
	Iteration 62Q: 3 clusters Score -9935679 nChanged 370
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84615 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -9935729.000000 Penalty: 5841.081543
	Iteration 63Q: 3 clusters Score -9935729 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84950 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -9935742.000000 Penalty: 5841.081543
	Iteration 64Q: 3 clusters Score -9935742 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85244 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -9935762.000000 Penalty: 5841.081543
	Iteration 65Q: 3 clusters Score -9935762 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85557 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9935763 nChanged 296
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85853 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9935748 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9935782 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86358 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -9935791.000000 Penalty: 5841.081543
	Iteration 69Q: 3 clusters Score -9935791 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86588 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -9935822.000000 Penalty: 5841.081543
	Iteration 70Q: 3 clusters Score -9935822 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86821 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -9935844.000000 Penalty: 5841.081543
	Iteration 71Q: 3 clusters Score -9935844 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87033 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -9935837.000000 Penalty: 5841.081543
	Iteration 72Q: 3 clusters Score -9935837 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87215 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9935851 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87358 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9935875 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87508 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -9935898.000000 Penalty: 5841.081543
	Iteration 75Q: 3 clusters Score -9935898 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87663 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -9935902.000000 Penalty: 5841.081543
	Iteration 76Q: 3 clusters Score -9935902 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87820 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9935886 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87988 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9935892 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88130 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9935892 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88274 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -9935883.000000 Penalty: 5841.081543
	Iteration 80F: 3 clusters Score -9935883 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88418 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9935910 nChanged 133
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Mstep: Class 1 contains 88549 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9935926 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88665 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9935923 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88769 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9935953 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88857 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9935924 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88955 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9935946 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89047 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9935950 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89148 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9935947 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89245 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9935958 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89343 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9935973 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89452 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9935994 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89562 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9935967 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89654 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9935975 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89760 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9935974 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89860 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9935970 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89952 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9935966 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90043 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9935964 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90132 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9935960 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90206 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9935952 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90287 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9935957 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90362 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -9935983.000000 Penalty: 5841.081543
	Iteration 101Q: 3 clusters Score -9935983 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90431 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9936000 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90508 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9935999 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90582 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9935999 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90653 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9935992 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90727 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9935985 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90797 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9935977 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90872 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9935985 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90922 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9935983 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90974 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9935964 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91010 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9935957 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91044 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9935963 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91080 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9935971 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91122 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9935976 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91169 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9935979 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91217 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9935982 nChanged 53
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Mstep: Class 1 contains 91270 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9935989 nChanged 47
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Mstep: Class 1 contains 91315 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9936000 nChanged 42
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Mstep: Class 1 contains 91357 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9935992 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91400 members 
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Entering Unmasked Estep 
Score: -9936016.000000 Penalty: 5841.081543
	Iteration 120F: 3 clusters Score -9936016 nChanged 36
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Mstep: Class 1 contains 91436 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9936014 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91473 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9936014 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91500 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -9936021.000000 Penalty: 5841.081543
	Iteration 123Q: 3 clusters Score -9936021 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91533 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -9936020.000000 Penalty: 5841.081543
	Iteration 124Q: 3 clusters Score -9936020 nChanged 36
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Mstep: Class 1 contains 91569 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -9936030.000000 Penalty: 5841.081543
	Iteration 125Q: 3 clusters Score -9936030 nChanged 38
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Mstep: Class 1 contains 91607 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9936011 nChanged 30
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Mstep: Class 1 contains 91637 members 
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Entering Unmasked Estep 
Score: -9936018.000000 Penalty: 5841.081543
	Iteration 127Q: 3 clusters Score -9936018 nChanged 29
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Mstep: Class 1 contains 91666 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9936021 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -9936024.000000 Penalty: 5841.081543
	Iteration 129Q: 3 clusters Score -9936024 nChanged 28
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Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -9936023.000000 Penalty: 5841.081543
	Iteration 130Q: 3 clusters Score -9936023 nChanged 29
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Mstep: Class 1 contains 91746 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9935999 nChanged 28
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Mstep: Class 1 contains 91774 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9936007 nChanged 37
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Mstep: Class 1 contains 91809 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9935997 nChanged 31
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Mstep: Class 1 contains 91840 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9935996 nChanged 37
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Mstep: Class 1 contains 91877 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -9936013.000000 Penalty: 5841.081543
	Iteration 135Q: 3 clusters Score -9936013 nChanged 43
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Mstep: Class 1 contains 91920 members 
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Entering Unmasked Estep 
Score: -9936017.000000 Penalty: 5841.081543
	Iteration 136Q: 3 clusters Score -9936017 nChanged 45
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9936010 nChanged 41
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9936003 nChanged 30
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9936009 nChanged 23
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Entering Unmasked Estep 
Score: -9936012.000000 Penalty: 5841.081543
	Iteration 140F: 3 clusters Score -9936012 nChanged 22
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Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -9936007.000000 Penalty: 5841.081543
	Iteration 141Q: 3 clusters Score -9936007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92104 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -9936001.000000 Penalty: 5841.081543
	Iteration 142Q: 3 clusters Score -9936001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92125 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -9935997.000000 Penalty: 5841.081543
	Iteration 143Q: 3 clusters Score -9935997 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92154 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -9935990.000000 Penalty: 5841.081543
	Iteration 144Q: 3 clusters Score -9935990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92174 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -9936009.000000 Penalty: 5841.081543
	Iteration 145Q: 3 clusters Score -9936009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92192 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -9936003.000000 Penalty: 5841.081543
	Iteration 146Q: 3 clusters Score -9936003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92204 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -9936000.000000 Penalty: 5841.081543
	Iteration 147Q: 3 clusters Score -9936000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92213 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -9935995.000000 Penalty: 5841.081543
	Iteration 148Q: 3 clusters Score -9935995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92219 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -9935999.000000 Penalty: 5841.081543
	Iteration 149Q: 3 clusters Score -9935999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92223 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -9936005.000000 Penalty: 5841.081543
	Iteration 150Q: 3 clusters Score -9936005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92223 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -9936005.000000 Penalty: 5841.081543
	Iteration 151F: 3 clusters Score -9936005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Entering Unmasked Estep 
Score: -1623168.000000 Penalty: 2504.677490
	Iteration 0F: 2 clusters Score -1623168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1606327.875000 Penalty: 5009.354980
	Iteration 0F: 3 clusters Score -1606328 nChanged 10737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1612528.500000 Penalty: 5009.354980
	Iteration 1F: 3 clusters Score -1612528 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1613355.875000 Penalty: 5009.354980
	Iteration 2F: 3 clusters Score -1613356 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1614068.250000 Penalty: 5009.354980
	Iteration 3F: 3 clusters Score -1614068 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1614682.250000 Penalty: 5009.354980
	Iteration 4F: 3 clusters Score -1614682 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1615233.250000 Penalty: 5009.354980
	Iteration 5Q: 3 clusters Score -1615233 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1615708.625000 Penalty: 5009.354980
	Iteration 6Q: 3 clusters Score -1615709 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1616104.250000 Penalty: 5009.354980
	Iteration 7Q: 3 clusters Score -1616104 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1616488.250000 Penalty: 5009.354980
	Iteration 8Q: 3 clusters Score -1616488 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1616893.625000 Penalty: 5009.354980
	Iteration 9Q: 3 clusters Score -1616894 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1617313.750000 Penalty: 5009.354980
	Iteration 10Q: 3 clusters Score -1617314 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1617717.625000 Penalty: 5009.354980
	Iteration 11Q: 3 clusters Score -1617718 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1618081.500000 Penalty: 5009.354980
	Iteration 12Q: 3 clusters Score -1618082 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1618406.500000 Penalty: 5009.354980
	Iteration 13Q: 3 clusters Score -1618406 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1618664.625000 Penalty: 5009.354980
	Iteration 14Q: 3 clusters Score -1618665 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1618844.500000 Penalty: 5009.354980
	Iteration 15Q: 3 clusters Score -1618844 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1618978.125000 Penalty: 5009.354980
	Iteration 16Q: 3 clusters Score -1618978 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1619088.500000 Penalty: 5009.354980
	Iteration 17Q: 3 clusters Score -1619088 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -1619173.250000 Penalty: 5009.354980
	Iteration 18Q: 3 clusters Score -1619173 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1619244.625000 Penalty: 5009.354980
	Iteration 19Q: 3 clusters Score -1619245 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1619305.875000 Penalty: 5009.354980
	Iteration 20F: 3 clusters Score -1619306 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -1619373.500000 Penalty: 5009.354980
	Iteration 21Q: 3 clusters Score -1619374 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -1619432.625000 Penalty: 5009.354980
	Iteration 22Q: 3 clusters Score -1619433 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -1619476.750000 Penalty: 5009.354980
	Iteration 23Q: 3 clusters Score -1619477 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -1619534.875000 Penalty: 5009.354980
	Iteration 24Q: 3 clusters Score -1619535 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -1619598.875000 Penalty: 5009.354980
	Iteration 25Q: 3 clusters Score -1619599 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -1619644.625000 Penalty: 5009.354980
	Iteration 26Q: 3 clusters Score -1619645 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -1619691.750000 Penalty: 5009.354980
	Iteration 27Q: 3 clusters Score -1619692 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -1619745.250000 Penalty: 5009.354980
	Iteration 28Q: 3 clusters Score -1619745 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -1619788.125000 Penalty: 5009.354980
	Iteration 29Q: 3 clusters Score -1619788 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -1619837.625000 Penalty: 5009.354980
	Iteration 30Q: 3 clusters Score -1619838 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -1619878.750000 Penalty: 5009.354980
	Iteration 31Q: 3 clusters Score -1619879 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -1619922.375000 Penalty: 5009.354980
	Iteration 32Q: 3 clusters Score -1619922 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -1619971.125000 Penalty: 5009.354980
	Iteration 33Q: 3 clusters Score -1619971 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -1620026.000000 Penalty: 5009.354980
	Iteration 34Q: 3 clusters Score -1620026 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -1620091.875000 Penalty: 5009.354980
	Iteration 35Q: 3 clusters Score -1620092 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -1620162.375000 Penalty: 5009.354980
	Iteration 36Q: 3 clusters Score -1620162 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -1620236.250000 Penalty: 5009.354980
	Iteration 37Q: 3 clusters Score -1620236 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -1620305.250000 Penalty: 5009.354980
	Iteration 38Q: 3 clusters Score -1620305 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -1620372.750000 Penalty: 5009.354980
	Iteration 39Q: 3 clusters Score -1620373 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -1620440.500000 Penalty: 5009.354980
	Iteration 40F: 3 clusters Score -1620440 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -1620499.000000 Penalty: 5009.354980
	Iteration 41Q: 3 clusters Score -1620499 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -1620559.625000 Penalty: 5009.354980
	Iteration 42Q: 3 clusters Score -1620560 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -1620627.375000 Penalty: 5009.354980
	Iteration 43Q: 3 clusters Score -1620627 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -1620671.500000 Penalty: 5009.354980
	Iteration 44Q: 3 clusters Score -1620672 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -1620704.375000 Penalty: 5009.354980
	Iteration 45Q: 3 clusters Score -1620704 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -1620746.500000 Penalty: 5009.354980
	Iteration 46Q: 3 clusters Score -1620746 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -1620782.625000 Penalty: 5009.354980
	Iteration 47Q: 3 clusters Score -1620783 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -1620818.875000 Penalty: 5009.354980
	Iteration 48Q: 3 clusters Score -1620819 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -1620848.375000 Penalty: 5009.354980
	Iteration 49Q: 3 clusters Score -1620848 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -1620877.250000 Penalty: 5009.354980
	Iteration 50Q: 3 clusters Score -1620877 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -1620912.375000 Penalty: 5009.354980
	Iteration 51Q: 3 clusters Score -1620912 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -1620945.125000 Penalty: 5009.354980
	Iteration 52Q: 3 clusters Score -1620945 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -1620976.000000 Penalty: 5009.354980
	Iteration 53Q: 3 clusters Score -1620976 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -1620998.750000 Penalty: 5009.354980
	Iteration 54Q: 3 clusters Score -1620999 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -1621009.750000 Penalty: 5009.354980
	Iteration 55Q: 3 clusters Score -1621010 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -1621033.625000 Penalty: 5009.354980
	Iteration 56Q: 3 clusters Score -1621034 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -1621064.000000 Penalty: 5009.354980
	Iteration 57Q: 3 clusters Score -1621064 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -1621091.875000 Penalty: 5009.354980
	Iteration 58Q: 3 clusters Score -1621092 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -1621108.500000 Penalty: 5009.354980
	Iteration 59Q: 3 clusters Score -1621108 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -1621125.750000 Penalty: 5009.354980
	Iteration 60F: 3 clusters Score -1621126 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -1621137.500000 Penalty: 5009.354980
	Iteration 61Q: 3 clusters Score -1621138 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -1621153.125000 Penalty: 5009.354980
	Iteration 62Q: 3 clusters Score -1621153 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -1621168.000000 Penalty: 5009.354980
	Iteration 63Q: 3 clusters Score -1621168 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -1621185.375000 Penalty: 5009.354980
	Iteration 64Q: 3 clusters Score -1621185 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -1621193.875000 Penalty: 5009.354980
	Iteration 65Q: 3 clusters Score -1621194 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -1621211.000000 Penalty: 5009.354980
	Iteration 66Q: 3 clusters Score -1621211 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -1621219.125000 Penalty: 5009.354980
	Iteration 67Q: 3 clusters Score -1621219 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -1621224.000000 Penalty: 5009.354980
	Iteration 68Q: 3 clusters Score -1621224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -1621229.500000 Penalty: 5009.354980
	Iteration 69Q: 3 clusters Score -1621230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -1621239.750000 Penalty: 5009.354980
	Iteration 70Q: 3 clusters Score -1621240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -1621254.875000 Penalty: 5009.354980
	Iteration 71Q: 3 clusters Score -1621255 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -1621264.875000 Penalty: 5009.354980
	Iteration 72Q: 3 clusters Score -1621265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -1621268.125000 Penalty: 5009.354980
	Iteration 73Q: 3 clusters Score -1621268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -1621272.875000 Penalty: 5009.354980
	Iteration 74Q: 3 clusters Score -1621273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -1621281.500000 Penalty: 5009.354980
	Iteration 75Q: 3 clusters Score -1621282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -1621279.375000 Penalty: 5009.354980
	Iteration 76Q: 3 clusters Score -1621279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -1621281.375000 Penalty: 5009.354980
	Iteration 77Q: 3 clusters Score -1621281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -1621287.875000 Penalty: 5009.354980
	Iteration 78Q: 3 clusters Score -1621288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -1621289.375000 Penalty: 5009.354980
	Iteration 79Q: 3 clusters Score -1621289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -1621290.750000 Penalty: 5009.354980
	Iteration 80F: 3 clusters Score -1621291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -1621292.750000 Penalty: 5009.354980
	Iteration 81Q: 3 clusters Score -1621293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -1621295.250000 Penalty: 5009.354980
	Iteration 82Q: 3 clusters Score -1621295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -1621295.875000 Penalty: 5009.354980
	Iteration 83Q: 3 clusters Score -1621296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -1621300.125000 Penalty: 5009.354980
	Iteration 84Q: 3 clusters Score -1621300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -1621302.000000 Penalty: 5009.354980
	Iteration 85Q: 3 clusters Score -1621302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -1621303.125000 Penalty: 5009.354980
	Iteration 86Q: 3 clusters Score -1621303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -1621305.750000 Penalty: 5009.354980
	Iteration 87Q: 3 clusters Score -1621306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -1621309.125000 Penalty: 5009.354980
	Iteration 88Q: 3 clusters Score -1621309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -1621311.625000 Penalty: 5009.354980
	Iteration 89Q: 3 clusters Score -1621312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -1621313.750000 Penalty: 5009.354980
	Iteration 90Q: 3 clusters Score -1621314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -1621317.500000 Penalty: 5009.354980
	Iteration 91Q: 3 clusters Score -1621318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -1621319.875000 Penalty: 5009.354980
	Iteration 92Q: 3 clusters Score -1621320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -1621319.625000 Penalty: 5009.354980
	Iteration 93Q: 3 clusters Score -1621320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -1621317.750000 Penalty: 5009.354980
	Iteration 94Q: 3 clusters Score -1621318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -1621319.750000 Penalty: 5009.354980
	Iteration 95Q: 3 clusters Score -1621320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -1621318.875000 Penalty: 5009.354980
	Iteration 96Q: 3 clusters Score -1621319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -1621321.375000 Penalty: 5009.354980
	Iteration 97Q: 3 clusters Score -1621321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -1621321.000000 Penalty: 5009.354980
	Iteration 98Q: 3 clusters Score -1621321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -1621321.000000 Penalty: 5009.354980
	Iteration 99F: 3 clusters Score -1621321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Entering Unmasked Estep 
Score: -2031359.250000 Penalty: 2531.663818
	Iteration 0F: 2 clusters Score -2031359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2012804.875000 Penalty: 5063.327637
	Iteration 0F: 3 clusters Score -2012805 nChanged 12112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2019214.750000 Penalty: 5063.327637
	Iteration 1F: 3 clusters Score -2019215 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2019734.000000 Penalty: 5063.327637
	Iteration 2F: 3 clusters Score -2019734 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2020308.375000 Penalty: 5063.327637
	Iteration 3Q: 3 clusters Score -2020308 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -2021024.000000 Penalty: 5063.327637
	Iteration 4Q: 3 clusters Score -2021024 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2021918.375000 Penalty: 5063.327637
	Iteration 5F: 3 clusters Score -2021918 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2023003.125000 Penalty: 5063.327637
	Iteration 6F: 3 clusters Score -2023003 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2024142.000000 Penalty: 5063.327637
	Iteration 7F: 3 clusters Score -2024142 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2025237.000000 Penalty: 5063.327637
	Iteration 8F: 3 clusters Score -2025237 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2026112.750000 Penalty: 5063.327637
	Iteration 9F: 3 clusters Score -2026113 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2026722.625000 Penalty: 5063.327637
	Iteration 10Q: 3 clusters Score -2026723 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2027114.000000 Penalty: 5063.327637
	Iteration 11Q: 3 clusters Score -2027114 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2027370.625000 Penalty: 5063.327637
	Iteration 12Q: 3 clusters Score -2027371 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2027575.625000 Penalty: 5063.327637
	Iteration 13Q: 3 clusters Score -2027576 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2027752.000000 Penalty: 5063.327637
	Iteration 14Q: 3 clusters Score -2027752 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2027917.250000 Penalty: 5063.327637
	Iteration 15Q: 3 clusters Score -2027917 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2028117.750000 Penalty: 5063.327637
	Iteration 16Q: 3 clusters Score -2028118 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2028329.375000 Penalty: 5063.327637
	Iteration 17Q: 3 clusters Score -2028329 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2028595.500000 Penalty: 5063.327637
	Iteration 18Q: 3 clusters Score -2028596 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2028901.875000 Penalty: 5063.327637
	Iteration 19Q: 3 clusters Score -2028902 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2029203.375000 Penalty: 5063.327637
	Iteration 20F: 3 clusters Score -2029203 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2029371.625000 Penalty: 5063.327637
	Iteration 21Q: 3 clusters Score -2029372 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2029500.375000 Penalty: 5063.327637
	Iteration 22Q: 3 clusters Score -2029500 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2029603.000000 Penalty: 5063.327637
	Iteration 23Q: 3 clusters Score -2029603 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2029668.000000 Penalty: 5063.327637
	Iteration 24Q: 3 clusters Score -2029668 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2029724.250000 Penalty: 5063.327637
	Iteration 25Q: 3 clusters Score -2029724 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2029766.250000 Penalty: 5063.327637
	Iteration 26Q: 3 clusters Score -2029766 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2029790.875000 Penalty: 5063.327637
	Iteration 27Q: 3 clusters Score -2029791 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2029810.875000 Penalty: 5063.327637
	Iteration 28Q: 3 clusters Score -2029811 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2029821.625000 Penalty: 5063.327637
	Iteration 29Q: 3 clusters Score -2029822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2029823.750000 Penalty: 5063.327637
	Iteration 30Q: 3 clusters Score -2029824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2029831.375000 Penalty: 5063.327637
	Iteration 31Q: 3 clusters Score -2029831 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2029838.875000 Penalty: 5063.327637
	Iteration 32Q: 3 clusters Score -2029839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2029838.375000 Penalty: 5063.327637
	Iteration 33Q: 3 clusters Score -2029838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2029842.000000 Penalty: 5063.327637
	Iteration 34Q: 3 clusters Score -2029842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2029845.125000 Penalty: 5063.327637
	Iteration 35Q: 3 clusters Score -2029845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2029844.875000 Penalty: 5063.327637
	Iteration 36Q: 3 clusters Score -2029845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2029845.750000 Penalty: 5063.327637
	Iteration 37Q: 3 clusters Score -2029846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2029842.625000 Penalty: 5063.327637
	Iteration 38Q: 3 clusters Score -2029843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2029844.875000 Penalty: 5063.327637
	Iteration 39Q: 3 clusters Score -2029845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2029842.375000 Penalty: 5063.327637
	Iteration 40F: 3 clusters Score -2029842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Entering Unmasked Estep 
Score: -179780.796875 Penalty: 1954.720459
	Iteration 0F: 2 clusters Score -179780.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -176760.828125 Penalty: 3909.440918
	Iteration 0F: 3 clusters Score -176760.8 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -177628.968750 Penalty: 3909.440918
	Iteration 1F: 3 clusters Score -177629 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -178234.671875 Penalty: 3909.440918
	Iteration 2F: 3 clusters Score -178234.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -178819.687500 Penalty: 3909.440918
	Iteration 3F: 3 clusters Score -178819.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -179116.046875 Penalty: 3909.440918
	Iteration 4F: 3 clusters Score -179116 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -179283.625000 Penalty: 3909.440918
	Iteration 5Q: 3 clusters Score -179283.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -179365.796875 Penalty: 3909.440918
	Iteration 6Q: 3 clusters Score -179365.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -179407.578125 Penalty: 3909.440918
	Iteration 7Q: 3 clusters Score -179407.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -179445.609375 Penalty: 3909.440918
	Iteration 8Q: 3 clusters Score -179445.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -179477.531250 Penalty: 3909.440918
	Iteration 9Q: 3 clusters Score -179477.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -179495.531250 Penalty: 3909.440918
	Iteration 10Q: 3 clusters Score -179495.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -179507.218750 Penalty: 3909.440918
	Iteration 11Q: 3 clusters Score -179507.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -179521.265625 Penalty: 3909.440918
	Iteration 12Q: 3 clusters Score -179521.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -179531.062500 Penalty: 3909.440918
	Iteration 13Q: 3 clusters Score -179531.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -179538.375000 Penalty: 3909.440918
	Iteration 14Q: 3 clusters Score -179538.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -179542.890625 Penalty: 3909.440918
	Iteration 15Q: 3 clusters Score -179542.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -179550.203125 Penalty: 3909.440918
	Iteration 16Q: 3 clusters Score -179550.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -179555.937500 Penalty: 3909.440918
	Iteration 17Q: 3 clusters Score -179555.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -179558.296875 Penalty: 3909.440918
	Iteration 18Q: 3 clusters Score -179558.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -179558.343750 Penalty: 3909.440918
	Iteration 19Q: 3 clusters Score -179558.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -179558.343750 Penalty: 3909.440918
	Iteration 20F: 3 clusters Score -179558.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Entering Unmasked Estep 
Score: -854100.062500 Penalty: 2312.933350
	Iteration 0F: 2 clusters Score -854100.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -845643.062500 Penalty: 4625.866699
	Iteration 0F: 3 clusters Score -845643.1 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -848099.687500 Penalty: 4625.866699
	Iteration 1F: 3 clusters Score -848099.7 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -848420.812500 Penalty: 4625.866699
	Iteration 2F: 3 clusters Score -848420.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -848644.687500 Penalty: 4625.866699
	Iteration 3F: 3 clusters Score -848644.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -848789.500000 Penalty: 4625.866699
	Iteration 4Q: 3 clusters Score -848789.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -848901.875000 Penalty: 4625.866699
	Iteration 5Q: 3 clusters Score -848901.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -848987.875000 Penalty: 4625.866699
	Iteration 6Q: 3 clusters Score -848987.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -849043.937500 Penalty: 4625.866699
	Iteration 7Q: 3 clusters Score -849043.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -849088.750000 Penalty: 4625.866699
	Iteration 8Q: 3 clusters Score -849088.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -849123.625000 Penalty: 4625.866699
	Iteration 9Q: 3 clusters Score -849123.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -849163.187500 Penalty: 4625.866699
	Iteration 10Q: 3 clusters Score -849163.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -849187.812500 Penalty: 4625.866699
	Iteration 11Q: 3 clusters Score -849187.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -849206.437500 Penalty: 4625.866699
	Iteration 12Q: 3 clusters Score -849206.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -849228.687500 Penalty: 4625.866699
	Iteration 13Q: 3 clusters Score -849228.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -849247.562500 Penalty: 4625.866699
	Iteration 14Q: 3 clusters Score -849247.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -849264.375000 Penalty: 4625.866699
	Iteration 15Q: 3 clusters Score -849264.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -849278.562500 Penalty: 4625.866699
	Iteration 16Q: 3 clusters Score -849278.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -849291.875000 Penalty: 4625.866699
	Iteration 17Q: 3 clusters Score -849291.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -849304.687500 Penalty: 4625.866699
	Iteration 18Q: 3 clusters Score -849304.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -849318.750000 Penalty: 4625.866699
	Iteration 19Q: 3 clusters Score -849318.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -849330.000000 Penalty: 4625.866699
	Iteration 20F: 3 clusters Score -849330 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -849343.187500 Penalty: 4625.866699
	Iteration 21Q: 3 clusters Score -849343.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -849355.500000 Penalty: 4625.866699
	Iteration 22Q: 3 clusters Score -849355.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -849375.500000 Penalty: 4625.866699
	Iteration 23Q: 3 clusters Score -849375.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -849396.812500 Penalty: 4625.866699
	Iteration 24Q: 3 clusters Score -849396.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -849416.500000 Penalty: 4625.866699
	Iteration 25Q: 3 clusters Score -849416.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -849438.625000 Penalty: 4625.866699
	Iteration 26Q: 3 clusters Score -849438.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -849467.875000 Penalty: 4625.866699
	Iteration 27Q: 3 clusters Score -849467.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -849505.062500 Penalty: 4625.866699
	Iteration 28Q: 3 clusters Score -849505.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -849543.875000 Penalty: 4625.866699
	Iteration 29Q: 3 clusters Score -849543.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -849586.125000 Penalty: 4625.866699
	Iteration 30Q: 3 clusters Score -849586.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -849630.937500 Penalty: 4625.866699
	Iteration 31Q: 3 clusters Score -849630.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -849689.250000 Penalty: 4625.866699
	Iteration 32Q: 3 clusters Score -849689.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -849760.312500 Penalty: 4625.866699
	Iteration 33Q: 3 clusters Score -849760.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -849862.125000 Penalty: 4625.866699
	Iteration 34Q: 3 clusters Score -849862.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -849990.375000 Penalty: 4625.866699
	Iteration 35Q: 3 clusters Score -849990.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -850153.500000 Penalty: 4625.866699
	Iteration 36Q: 3 clusters Score -850153.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -850329.000000 Penalty: 4625.866699
	Iteration 37Q: 3 clusters Score -850329 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -850533.875000 Penalty: 4625.866699
	Iteration 38Q: 3 clusters Score -850533.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -850749.875000 Penalty: 4625.866699
	Iteration 39Q: 3 clusters Score -850749.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -850959.750000 Penalty: 4625.866699
	Iteration 40F: 3 clusters Score -850959.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -851168.062500 Penalty: 4625.866699
	Iteration 41Q: 3 clusters Score -851168.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -851355.062500 Penalty: 4625.866699
	Iteration 42Q: 3 clusters Score -851355.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -851522.000000 Penalty: 4625.866699
	Iteration 43Q: 3 clusters Score -851522 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -851640.250000 Penalty: 4625.866699
	Iteration 44Q: 3 clusters Score -851640.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -851727.312500 Penalty: 4625.866699
	Iteration 45Q: 3 clusters Score -851727.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -851795.125000 Penalty: 4625.866699
	Iteration 46Q: 3 clusters Score -851795.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -851835.250000 Penalty: 4625.866699
	Iteration 47Q: 3 clusters Score -851835.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -851877.625000 Penalty: 4625.866699
	Iteration 48Q: 3 clusters Score -851877.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -851912.625000 Penalty: 4625.866699
	Iteration 49Q: 3 clusters Score -851912.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -851945.687500 Penalty: 4625.866699
	Iteration 50Q: 3 clusters Score -851945.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -851974.062500 Penalty: 4625.866699
	Iteration 51Q: 3 clusters Score -851974.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -851999.562500 Penalty: 4625.866699
	Iteration 52Q: 3 clusters Score -851999.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -852015.437500 Penalty: 4625.866699
	Iteration 53Q: 3 clusters Score -852015.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -852034.000000 Penalty: 4625.866699
	Iteration 54Q: 3 clusters Score -852034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -852045.687500 Penalty: 4625.866699
	Iteration 55Q: 3 clusters Score -852045.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -852059.375000 Penalty: 4625.866699
	Iteration 56Q: 3 clusters Score -852059.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -852070.625000 Penalty: 4625.866699
	Iteration 57Q: 3 clusters Score -852070.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -852081.937500 Penalty: 4625.866699
	Iteration 58Q: 3 clusters Score -852081.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -852092.312500 Penalty: 4625.866699
	Iteration 59Q: 3 clusters Score -852092.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -852101.687500 Penalty: 4625.866699
	Iteration 60F: 3 clusters Score -852101.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -852108.937500 Penalty: 4625.866699
	Iteration 61Q: 3 clusters Score -852108.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -852112.187500 Penalty: 4625.866699
	Iteration 62Q: 3 clusters Score -852112.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -852114.750000 Penalty: 4625.866699
	Iteration 63Q: 3 clusters Score -852114.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -852118.500000 Penalty: 4625.866699
	Iteration 64Q: 3 clusters Score -852118.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -852125.062500 Penalty: 4625.866699
	Iteration 65Q: 3 clusters Score -852125.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -852126.437500 Penalty: 4625.866699
	Iteration 66Q: 3 clusters Score -852126.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -852129.437500 Penalty: 4625.866699
	Iteration 67Q: 3 clusters Score -852129.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -852131.000000 Penalty: 4625.866699
	Iteration 68Q: 3 clusters Score -852131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -852131.812500 Penalty: 4625.866699
	Iteration 69Q: 3 clusters Score -852131.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -852133.250000 Penalty: 4625.866699
	Iteration 70Q: 3 clusters Score -852133.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -852133.250000 Penalty: 4625.866699
	Iteration 71F: 3 clusters Score -852133.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Entering Unmasked Estep 
Score: -257649.406250 Penalty: 2052.609131
	Iteration 0F: 2 clusters Score -257649.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -253812.875000 Penalty: 4105.218262
	Iteration 0F: 3 clusters Score -253812.9 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -254699.218750 Penalty: 4105.218262
	Iteration 1F: 3 clusters Score -254699.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -254929.953125 Penalty: 4105.218262
	Iteration 2F: 3 clusters Score -254930 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -255131.984375 Penalty: 4105.218262
	Iteration 3F: 3 clusters Score -255132 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -255327.734375 Penalty: 4105.218262
	Iteration 4F: 3 clusters Score -255327.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -255488.718750 Penalty: 4105.218262
	Iteration 5Q: 3 clusters Score -255488.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -255639.203125 Penalty: 4105.218262
	Iteration 6Q: 3 clusters Score -255639.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -255763.000000 Penalty: 4105.218262
	Iteration 7Q: 3 clusters Score -255763 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -255870.656250 Penalty: 4105.218262
	Iteration 8Q: 3 clusters Score -255870.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -255948.609375 Penalty: 4105.218262
	Iteration 9Q: 3 clusters Score -255948.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -256027.406250 Penalty: 4105.218262
	Iteration 10Q: 3 clusters Score -256027.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -256106.859375 Penalty: 4105.218262
	Iteration 11Q: 3 clusters Score -256106.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -256189.828125 Penalty: 4105.218262
	Iteration 12Q: 3 clusters Score -256189.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -256259.468750 Penalty: 4105.218262
	Iteration 13Q: 3 clusters Score -256259.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -256307.125000 Penalty: 4105.218262
	Iteration 14Q: 3 clusters Score -256307.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -256337.328125 Penalty: 4105.218262
	Iteration 15Q: 3 clusters Score -256337.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -256385.703125 Penalty: 4105.218262
	Iteration 16Q: 3 clusters Score -256385.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -256434.093750 Penalty: 4105.218262
	Iteration 17Q: 3 clusters Score -256434.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -256472.968750 Penalty: 4105.218262
	Iteration 18Q: 3 clusters Score -256473 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -256505.406250 Penalty: 4105.218262
	Iteration 19Q: 3 clusters Score -256505.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -256539.234375 Penalty: 4105.218262
	Iteration 20F: 3 clusters Score -256539.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -256558.109375 Penalty: 4105.218262
	Iteration 21Q: 3 clusters Score -256558.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -256574.578125 Penalty: 4105.218262
	Iteration 22Q: 3 clusters Score -256574.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -256591.921875 Penalty: 4105.218262
	Iteration 23Q: 3 clusters Score -256591.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -256605.312500 Penalty: 4105.218262
	Iteration 24Q: 3 clusters Score -256605.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -256624.656250 Penalty: 4105.218262
	Iteration 25Q: 3 clusters Score -256624.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -256636.625000 Penalty: 4105.218262
	Iteration 26Q: 3 clusters Score -256636.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -256656.093750 Penalty: 4105.218262
	Iteration 27Q: 3 clusters Score -256656.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -256673.640625 Penalty: 4105.218262
	Iteration 28Q: 3 clusters Score -256673.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -256691.562500 Penalty: 4105.218262
	Iteration 29Q: 3 clusters Score -256691.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -256713.734375 Penalty: 4105.218262
	Iteration 30Q: 3 clusters Score -256713.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -256740.062500 Penalty: 4105.218262
	Iteration 31Q: 3 clusters Score -256740.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -256766.812500 Penalty: 4105.218262
	Iteration 32Q: 3 clusters Score -256766.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -256793.062500 Penalty: 4105.218262
	Iteration 33Q: 3 clusters Score -256793.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -256807.796875 Penalty: 4105.218262
	Iteration 34Q: 3 clusters Score -256807.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -256831.421875 Penalty: 4105.218262
	Iteration 35Q: 3 clusters Score -256831.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -256849.093750 Penalty: 4105.218262
	Iteration 36Q: 3 clusters Score -256849.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -256865.156250 Penalty: 4105.218262
	Iteration 37Q: 3 clusters Score -256865.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -256878.203125 Penalty: 4105.218262
	Iteration 38Q: 3 clusters Score -256878.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -256889.296875 Penalty: 4105.218262
	Iteration 39Q: 3 clusters Score -256889.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -256900.796875 Penalty: 4105.218262
	Iteration 40F: 3 clusters Score -256900.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -256915.046875 Penalty: 4105.218262
	Iteration 41Q: 3 clusters Score -256915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -256924.781250 Penalty: 4105.218262
	Iteration 42Q: 3 clusters Score -256924.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -256929.343750 Penalty: 4105.218262
	Iteration 43Q: 3 clusters Score -256929.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -256933.453125 Penalty: 4105.218262
	Iteration 44Q: 3 clusters Score -256933.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -256936.281250 Penalty: 4105.218262
	Iteration 45Q: 3 clusters Score -256936.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -256938.734375 Penalty: 4105.218262
	Iteration 46Q: 3 clusters Score -256938.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -256940.109375 Penalty: 4105.218262
	Iteration 47Q: 3 clusters Score -256940.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -256941.453125 Penalty: 4105.218262
	Iteration 48Q: 3 clusters Score -256941.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -256941.765625 Penalty: 4105.218262
	Iteration 49Q: 3 clusters Score -256941.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -256941.765625 Penalty: 4105.218262
	Iteration 50F: 3 clusters Score -256941.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Entering Unmasked Estep 
Score: -936077.125000 Penalty: 2332.338379
	Iteration 0F: 2 clusters Score -936077.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -927058.187500 Penalty: 4664.676758
	Iteration 0F: 3 clusters Score -927058.2 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -929823.750000 Penalty: 4664.676758
	Iteration 1F: 3 clusters Score -929823.8 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -930134.250000 Penalty: 4664.676758
	Iteration 2F: 3 clusters Score -930134.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -930338.000000 Penalty: 4664.676758
	Iteration 3Q: 3 clusters Score -930338 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -930481.875000 Penalty: 4664.676758
	Iteration 4Q: 3 clusters Score -930481.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -930596.312500 Penalty: 4664.676758
	Iteration 5Q: 3 clusters Score -930596.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -930707.062500 Penalty: 4664.676758
	Iteration 6Q: 3 clusters Score -930707.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -930835.062500 Penalty: 4664.676758
	Iteration 7Q: 3 clusters Score -930835.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -930996.625000 Penalty: 4664.676758
	Iteration 8Q: 3 clusters Score -930996.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -931179.812500 Penalty: 4664.676758
	Iteration 9Q: 3 clusters Score -931179.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -931436.625000 Penalty: 4664.676758
	Iteration 10Q: 3 clusters Score -931436.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -931752.625000 Penalty: 4664.676758
	Iteration 11Q: 3 clusters Score -931752.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -932119.687500 Penalty: 4664.676758
	Iteration 12Q: 3 clusters Score -932119.7 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -932488.875000 Penalty: 4664.676758
	Iteration 13Q: 3 clusters Score -932488.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -932830.500000 Penalty: 4664.676758
	Iteration 14Q: 3 clusters Score -932830.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -933125.125000 Penalty: 4664.676758
	Iteration 15Q: 3 clusters Score -933125.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -933330.750000 Penalty: 4664.676758
	Iteration 16Q: 3 clusters Score -933330.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -933483.375000 Penalty: 4664.676758
	Iteration 17Q: 3 clusters Score -933483.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -933601.437500 Penalty: 4664.676758
	Iteration 18Q: 3 clusters Score -933601.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -933687.750000 Penalty: 4664.676758
	Iteration 19Q: 3 clusters Score -933687.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -933754.875000 Penalty: 4664.676758
	Iteration 20F: 3 clusters Score -933754.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -933811.937500 Penalty: 4664.676758
	Iteration 21Q: 3 clusters Score -933811.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -933849.437500 Penalty: 4664.676758
	Iteration 22Q: 3 clusters Score -933849.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -933889.562500 Penalty: 4664.676758
	Iteration 23Q: 3 clusters Score -933889.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -933924.312500 Penalty: 4664.676758
	Iteration 24Q: 3 clusters Score -933924.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -933947.937500 Penalty: 4664.676758
	Iteration 25Q: 3 clusters Score -933947.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -933973.562500 Penalty: 4664.676758
	Iteration 26Q: 3 clusters Score -933973.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -934009.937500 Penalty: 4664.676758
	Iteration 27Q: 3 clusters Score -934009.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -934032.937500 Penalty: 4664.676758
	Iteration 28Q: 3 clusters Score -934032.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -934063.812500 Penalty: 4664.676758
	Iteration 29Q: 3 clusters Score -934063.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -934094.437500 Penalty: 4664.676758
	Iteration 30Q: 3 clusters Score -934094.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -934114.500000 Penalty: 4664.676758
	Iteration 31Q: 3 clusters Score -934114.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -934129.125000 Penalty: 4664.676758
	Iteration 32Q: 3 clusters Score -934129.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -934135.875000 Penalty: 4664.676758
	Iteration 33Q: 3 clusters Score -934135.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -934141.687500 Penalty: 4664.676758
	Iteration 34Q: 3 clusters Score -934141.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -934144.437500 Penalty: 4664.676758
	Iteration 35Q: 3 clusters Score -934144.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -934151.375000 Penalty: 4664.676758
	Iteration 36Q: 3 clusters Score -934151.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -934156.812500 Penalty: 4664.676758
	Iteration 37Q: 3 clusters Score -934156.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -934163.875000 Penalty: 4664.676758
	Iteration 38Q: 3 clusters Score -934163.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -934169.125000 Penalty: 4664.676758
	Iteration 39Q: 3 clusters Score -934169.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -934173.812500 Penalty: 4664.676758
	Iteration 40F: 3 clusters Score -934173.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -934179.000000 Penalty: 4664.676758
	Iteration 41Q: 3 clusters Score -934179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -934182.250000 Penalty: 4664.676758
	Iteration 42Q: 3 clusters Score -934182.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -934184.062500 Penalty: 4664.676758
	Iteration 43Q: 3 clusters Score -934184.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -934186.187500 Penalty: 4664.676758
	Iteration 44Q: 3 clusters Score -934186.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -934189.312500 Penalty: 4664.676758
	Iteration 45Q: 3 clusters Score -934189.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -934190.687500 Penalty: 4664.676758
	Iteration 46Q: 3 clusters Score -934190.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -934190.250000 Penalty: 4664.676758
	Iteration 47Q: 3 clusters Score -934190.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -934190.250000 Penalty: 4664.676758
	Iteration 48F: 3 clusters Score -934190.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Entering Unmasked Estep 
Score: -789088.937500 Penalty: 2304.579102
	Iteration 0F: 2 clusters Score -789088.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -780866.125000 Penalty: 4609.158203
	Iteration 0F: 3 clusters Score -780866.1 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -783300.187500 Penalty: 4609.158203
	Iteration 1F: 3 clusters Score -783300.2 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -783717.687500 Penalty: 4609.158203
	Iteration 2F: 3 clusters Score -783717.7 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -784055.562500 Penalty: 4609.158203
	Iteration 3F: 3 clusters Score -784055.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -784344.062500 Penalty: 4609.158203
	Iteration 4Q: 3 clusters Score -784344.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -784606.625000 Penalty: 4609.158203
	Iteration 5Q: 3 clusters Score -784606.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -784874.437500 Penalty: 4609.158203
	Iteration 6Q: 3 clusters Score -784874.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -785125.312500 Penalty: 4609.158203
	Iteration 7Q: 3 clusters Score -785125.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -785352.312500 Penalty: 4609.158203
	Iteration 8Q: 3 clusters Score -785352.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -785533.687500 Penalty: 4609.158203
	Iteration 9Q: 3 clusters Score -785533.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -785669.562500 Penalty: 4609.158203
	Iteration 10Q: 3 clusters Score -785669.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -785818.125000 Penalty: 4609.158203
	Iteration 11Q: 3 clusters Score -785818.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -785951.437500 Penalty: 4609.158203
	Iteration 12Q: 3 clusters Score -785951.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -786088.437500 Penalty: 4609.158203
	Iteration 13Q: 3 clusters Score -786088.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -786226.312500 Penalty: 4609.158203
	Iteration 14Q: 3 clusters Score -786226.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -786362.687500 Penalty: 4609.158203
	Iteration 15Q: 3 clusters Score -786362.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -786489.312500 Penalty: 4609.158203
	Iteration 16Q: 3 clusters Score -786489.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -786592.875000 Penalty: 4609.158203
	Iteration 17Q: 3 clusters Score -786592.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -786687.812500 Penalty: 4609.158203
	Iteration 18Q: 3 clusters Score -786687.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -786762.500000 Penalty: 4609.158203
	Iteration 19Q: 3 clusters Score -786762.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -786823.812500 Penalty: 4609.158203
	Iteration 20F: 3 clusters Score -786823.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -786870.500000 Penalty: 4609.158203
	Iteration 21Q: 3 clusters Score -786870.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -786922.937500 Penalty: 4609.158203
	Iteration 22Q: 3 clusters Score -786922.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -786970.625000 Penalty: 4609.158203
	Iteration 23Q: 3 clusters Score -786970.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -787012.250000 Penalty: 4609.158203
	Iteration 24Q: 3 clusters Score -787012.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -787054.687500 Penalty: 4609.158203
	Iteration 25Q: 3 clusters Score -787054.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -787096.062500 Penalty: 4609.158203
	Iteration 26Q: 3 clusters Score -787096.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -787132.750000 Penalty: 4609.158203
	Iteration 27Q: 3 clusters Score -787132.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -787156.000000 Penalty: 4609.158203
	Iteration 28Q: 3 clusters Score -787156 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -787172.875000 Penalty: 4609.158203
	Iteration 29Q: 3 clusters Score -787172.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -787191.812500 Penalty: 4609.158203
	Iteration 30Q: 3 clusters Score -787191.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -787198.625000 Penalty: 4609.158203
	Iteration 31Q: 3 clusters Score -787198.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -787215.062500 Penalty: 4609.158203
	Iteration 32Q: 3 clusters Score -787215.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -787225.750000 Penalty: 4609.158203
	Iteration 33Q: 3 clusters Score -787225.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -787236.375000 Penalty: 4609.158203
	Iteration 34Q: 3 clusters Score -787236.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -787244.187500 Penalty: 4609.158203
	Iteration 35Q: 3 clusters Score -787244.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -787250.000000 Penalty: 4609.158203
	Iteration 36Q: 3 clusters Score -787250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -787254.875000 Penalty: 4609.158203
	Iteration 37Q: 3 clusters Score -787254.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -787263.437500 Penalty: 4609.158203
	Iteration 38Q: 3 clusters Score -787263.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -787271.375000 Penalty: 4609.158203
	Iteration 39Q: 3 clusters Score -787271.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -787282.625000 Penalty: 4609.158203
	Iteration 40F: 3 clusters Score -787282.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -787286.437500 Penalty: 4609.158203
	Iteration 41Q: 3 clusters Score -787286.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -787292.500000 Penalty: 4609.158203
	Iteration 42Q: 3 clusters Score -787292.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -787292.687500 Penalty: 4609.158203
	Iteration 43Q: 3 clusters Score -787292.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -787297.312500 Penalty: 4609.158203
	Iteration 44Q: 3 clusters Score -787297.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -787300.125000 Penalty: 4609.158203
	Iteration 45Q: 3 clusters Score -787300.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -787303.500000 Penalty: 4609.158203
	Iteration 46Q: 3 clusters Score -787303.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -787305.375000 Penalty: 4609.158203
	Iteration 47Q: 3 clusters Score -787305.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -787306.812500 Penalty: 4609.158203
	Iteration 48Q: 3 clusters Score -787306.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -787304.687500 Penalty: 4609.158203
	Iteration 49Q: 3 clusters Score -787304.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -787307.625000 Penalty: 4609.158203
	Iteration 50Q: 3 clusters Score -787307.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -787309.187500 Penalty: 4609.158203
	Iteration 51Q: 3 clusters Score -787309.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -787312.500000 Penalty: 4609.158203
	Iteration 52Q: 3 clusters Score -787312.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -787316.000000 Penalty: 4609.158203
	Iteration 53Q: 3 clusters Score -787316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -787317.375000 Penalty: 4609.158203
	Iteration 54Q: 3 clusters Score -787317.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -787320.375000 Penalty: 4609.158203
	Iteration 55Q: 3 clusters Score -787320.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -787321.812500 Penalty: 4609.158203
	Iteration 56Q: 3 clusters Score -787321.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -787322.750000 Penalty: 4609.158203
	Iteration 57Q: 3 clusters Score -787322.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -787325.000000 Penalty: 4609.158203
	Iteration 58Q: 3 clusters Score -787325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -787325.250000 Penalty: 4609.158203
	Iteration 59Q: 3 clusters Score -787325.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -787326.937500 Penalty: 4609.158203
	Iteration 60F: 3 clusters Score -787326.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -787326.437500 Penalty: 4609.158203
	Iteration 61Q: 3 clusters Score -787326.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -787327.750000 Penalty: 4609.158203
	Iteration 62Q: 3 clusters Score -787327.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -787328.500000 Penalty: 4609.158203
	Iteration 63Q: 3 clusters Score -787328.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -787329.062500 Penalty: 4609.158203
	Iteration 64Q: 3 clusters Score -787329.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -787330.687500 Penalty: 4609.158203
	Iteration 65Q: 3 clusters Score -787330.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -787330.875000 Penalty: 4609.158203
	Iteration 66Q: 3 clusters Score -787330.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -787333.000000 Penalty: 4609.158203
	Iteration 67Q: 3 clusters Score -787333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -787332.500000 Penalty: 4609.158203
	Iteration 68Q: 3 clusters Score -787332.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -787332.250000 Penalty: 4609.158203
	Iteration 69Q: 3 clusters Score -787332.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -787335.375000 Penalty: 4609.158203
	Iteration 70Q: 3 clusters Score -787335.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -787335.437500 Penalty: 4609.158203
	Iteration 71Q: 3 clusters Score -787335.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -787333.562500 Penalty: 4609.158203
	Iteration 72Q: 3 clusters Score -787333.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -787335.312500 Penalty: 4609.158203
	Iteration 73Q: 3 clusters Score -787335.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -787335.000000 Penalty: 4609.158203
	Iteration 74Q: 3 clusters Score -787335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -787339.687500 Penalty: 4609.158203
	Iteration 75Q: 3 clusters Score -787339.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -787341.562500 Penalty: 4609.158203
	Iteration 76Q: 3 clusters Score -787341.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -787342.000000 Penalty: 4609.158203
	Iteration 77Q: 3 clusters Score -787342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -787343.312500 Penalty: 4609.158203
	Iteration 78Q: 3 clusters Score -787343.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -787346.625000 Penalty: 4609.158203
	Iteration 79Q: 3 clusters Score -787346.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -787345.312500 Penalty: 4609.158203
	Iteration 80F: 3 clusters Score -787345.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -787348.062500 Penalty: 4609.158203
	Iteration 81Q: 3 clusters Score -787348.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -787349.062500 Penalty: 4609.158203
	Iteration 82Q: 3 clusters Score -787349.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -787349.062500 Penalty: 4609.158203
	Iteration 83Q: 3 clusters Score -787349.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -787351.062500 Penalty: 4609.158203
	Iteration 84Q: 3 clusters Score -787351.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -787350.750000 Penalty: 4609.158203
	Iteration 85Q: 3 clusters Score -787350.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -787351.750000 Penalty: 4609.158203
	Iteration 86Q: 3 clusters Score -787351.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -787353.062500 Penalty: 4609.158203
	Iteration 87Q: 3 clusters Score -787353.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -787353.812500 Penalty: 4609.158203
	Iteration 88Q: 3 clusters Score -787353.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -787353.875000 Penalty: 4609.158203
	Iteration 89Q: 3 clusters Score -787353.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -787354.375000 Penalty: 4609.158203
	Iteration 90Q: 3 clusters Score -787354.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -787354.625000 Penalty: 4609.158203
	Iteration 91Q: 3 clusters Score -787354.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -787355.375000 Penalty: 4609.158203
	Iteration 92Q: 3 clusters Score -787355.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -787355.687500 Penalty: 4609.158203
	Iteration 93Q: 3 clusters Score -787355.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -787355.437500 Penalty: 4609.158203
	Iteration 94Q: 3 clusters Score -787355.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -787355.437500 Penalty: 4609.158203
	Iteration 95Q: 3 clusters Score -787355.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -787355.437500 Penalty: 4609.158203
	Iteration 96F: 3 clusters Score -787355.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -64546.382812 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -64546.38 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 463 members 
Entering Unmasked Estep 
Score: -62652.320312 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -62652.32 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -62958.730469 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -62958.73 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -63049.324219 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -63049.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -63090.035156 Penalty: 3399.759766
	Iteration 3Q: 3 clusters Score -63090.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -63113.292969 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -63113.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -63124.695312 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -63124.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -63136.847656 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -63136.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -63143.304688 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -63143.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -63148.890625 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -63148.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -63154.550781 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -63154.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -63160.738281 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -63160.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -63160.738281 Penalty: 3399.759766
	Iteration 11F: 3 clusters Score -63160.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Entering Unmasked Estep 
Score: -950450.500000 Penalty: 2345.714844
	Iteration 0F: 2 clusters Score -950450.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -941011.437500 Penalty: 4691.429688
	Iteration 0F: 3 clusters Score -941011.4 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -943966.062500 Penalty: 4691.429688
	Iteration 1F: 3 clusters Score -943966.1 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -944361.125000 Penalty: 4691.429688
	Iteration 2F: 3 clusters Score -944361.1 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -944744.250000 Penalty: 4691.429688
	Iteration 3F: 3 clusters Score -944744.2 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -945125.000000 Penalty: 4691.429688
	Iteration 4F: 3 clusters Score -945125 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -945475.062500 Penalty: 4691.429688
	Iteration 5F: 3 clusters Score -945475.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -945810.437500 Penalty: 4691.429688
	Iteration 6Q: 3 clusters Score -945810.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -946103.750000 Penalty: 4691.429688
	Iteration 7Q: 3 clusters Score -946103.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -946365.062500 Penalty: 4691.429688
	Iteration 8Q: 3 clusters Score -946365.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -946617.000000 Penalty: 4691.429688
	Iteration 9Q: 3 clusters Score -946617 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -946867.375000 Penalty: 4691.429688
	Iteration 10Q: 3 clusters Score -946867.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -947091.250000 Penalty: 4691.429688
	Iteration 11Q: 3 clusters Score -947091.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -947303.875000 Penalty: 4691.429688
	Iteration 12Q: 3 clusters Score -947303.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -947518.000000 Penalty: 4691.429688
	Iteration 13Q: 3 clusters Score -947518 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -947690.062500 Penalty: 4691.429688
	Iteration 14Q: 3 clusters Score -947690.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -947812.937500 Penalty: 4691.429688
	Iteration 15Q: 3 clusters Score -947812.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -947907.812500 Penalty: 4691.429688
	Iteration 16Q: 3 clusters Score -947907.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -947989.187500 Penalty: 4691.429688
	Iteration 17Q: 3 clusters Score -947989.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -948053.312500 Penalty: 4691.429688
	Iteration 18Q: 3 clusters Score -948053.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -948106.875000 Penalty: 4691.429688
	Iteration 19Q: 3 clusters Score -948106.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -948152.625000 Penalty: 4691.429688
	Iteration 20F: 3 clusters Score -948152.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -948195.187500 Penalty: 4691.429688
	Iteration 21Q: 3 clusters Score -948195.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -948227.625000 Penalty: 4691.429688
	Iteration 22Q: 3 clusters Score -948227.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -948256.062500 Penalty: 4691.429688
	Iteration 23Q: 3 clusters Score -948256.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -948284.000000 Penalty: 4691.429688
	Iteration 24Q: 3 clusters Score -948284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -948312.687500 Penalty: 4691.429688
	Iteration 25Q: 3 clusters Score -948312.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -948330.312500 Penalty: 4691.429688
	Iteration 26Q: 3 clusters Score -948330.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -948344.250000 Penalty: 4691.429688
	Iteration 27Q: 3 clusters Score -948344.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -948359.375000 Penalty: 4691.429688
	Iteration 28Q: 3 clusters Score -948359.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -948371.937500 Penalty: 4691.429688
	Iteration 29Q: 3 clusters Score -948371.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -948377.000000 Penalty: 4691.429688
	Iteration 30Q: 3 clusters Score -948377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -948387.500000 Penalty: 4691.429688
	Iteration 31Q: 3 clusters Score -948387.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -948392.437500 Penalty: 4691.429688
	Iteration 32Q: 3 clusters Score -948392.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -948397.500000 Penalty: 4691.429688
	Iteration 33Q: 3 clusters Score -948397.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -948406.750000 Penalty: 4691.429688
	Iteration 34Q: 3 clusters Score -948406.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -948412.187500 Penalty: 4691.429688
	Iteration 35Q: 3 clusters Score -948412.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -948415.750000 Penalty: 4691.429688
	Iteration 36Q: 3 clusters Score -948415.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -948421.187500 Penalty: 4691.429688
	Iteration 37Q: 3 clusters Score -948421.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -948425.875000 Penalty: 4691.429688
	Iteration 38Q: 3 clusters Score -948425.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -948432.375000 Penalty: 4691.429688
	Iteration 39Q: 3 clusters Score -948432.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -948435.875000 Penalty: 4691.429688
	Iteration 40F: 3 clusters Score -948435.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -948438.312500 Penalty: 4691.429688
	Iteration 41Q: 3 clusters Score -948438.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -948441.125000 Penalty: 4691.429688
	Iteration 42Q: 3 clusters Score -948441.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -948446.375000 Penalty: 4691.429688
	Iteration 43Q: 3 clusters Score -948446.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -948449.937500 Penalty: 4691.429688
	Iteration 44Q: 3 clusters Score -948449.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -948452.062500 Penalty: 4691.429688
	Iteration 45Q: 3 clusters Score -948452.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -948453.500000 Penalty: 4691.429688
	Iteration 46Q: 3 clusters Score -948453.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -948456.875000 Penalty: 4691.429688
	Iteration 47Q: 3 clusters Score -948456.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -948457.000000 Penalty: 4691.429688
	Iteration 48Q: 3 clusters Score -948457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -948457.500000 Penalty: 4691.429688
	Iteration 49Q: 3 clusters Score -948457.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -948459.750000 Penalty: 4691.429688
	Iteration 50Q: 3 clusters Score -948459.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -948460.312500 Penalty: 4691.429688
	Iteration 51Q: 3 clusters Score -948460.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -948460.312500 Penalty: 4691.429688
	Iteration 52F: 3 clusters Score -948460.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Entering Unmasked Estep 
Score: -1029228.375000 Penalty: 2363.429199
	Iteration 0F: 2 clusters Score -1029228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1019074.750000 Penalty: 4726.858398
	Iteration 0F: 3 clusters Score -1019075 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1022249.562500 Penalty: 4726.858398
	Iteration 1F: 3 clusters Score -1022250 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1022575.187500 Penalty: 4726.858398
	Iteration 2F: 3 clusters Score -1022575 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1022807.812500 Penalty: 4726.858398
	Iteration 3Q: 3 clusters Score -1022808 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1022980.562500 Penalty: 4726.858398
	Iteration 4Q: 3 clusters Score -1022981 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1023133.625000 Penalty: 4726.858398
	Iteration 5Q: 3 clusters Score -1023134 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1023286.312500 Penalty: 4726.858398
	Iteration 6Q: 3 clusters Score -1023286 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1023427.500000 Penalty: 4726.858398
	Iteration 7Q: 3 clusters Score -1023428 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1023597.250000 Penalty: 4726.858398
	Iteration 8Q: 3 clusters Score -1023597 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1023761.812500 Penalty: 4726.858398
	Iteration 9Q: 3 clusters Score -1023762 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1023913.062500 Penalty: 4726.858398
	Iteration 10Q: 3 clusters Score -1023913 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1024090.437500 Penalty: 4726.858398
	Iteration 11Q: 3 clusters Score -1024090 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1024277.687500 Penalty: 4726.858398
	Iteration 12Q: 3 clusters Score -1024278 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1024489.250000 Penalty: 4726.858398
	Iteration 13Q: 3 clusters Score -1024489 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1024704.750000 Penalty: 4726.858398
	Iteration 14Q: 3 clusters Score -1024705 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1024923.375000 Penalty: 4726.858398
	Iteration 15Q: 3 clusters Score -1024923 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1025153.250000 Penalty: 4726.858398
	Iteration 16Q: 3 clusters Score -1025153 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1025390.812500 Penalty: 4726.858398
	Iteration 17Q: 3 clusters Score -1025391 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1025617.937500 Penalty: 4726.858398
	Iteration 18Q: 3 clusters Score -1025618 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1025854.937500 Penalty: 4726.858398
	Iteration 19Q: 3 clusters Score -1025855 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1026049.062500 Penalty: 4726.858398
	Iteration 20F: 3 clusters Score -1026049 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1026217.375000 Penalty: 4726.858398
	Iteration 21Q: 3 clusters Score -1026217 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1026395.500000 Penalty: 4726.858398
	Iteration 22Q: 3 clusters Score -1026396 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1026567.812500 Penalty: 4726.858398
	Iteration 23Q: 3 clusters Score -1026568 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1026710.125000 Penalty: 4726.858398
	Iteration 24Q: 3 clusters Score -1026710 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1026831.312500 Penalty: 4726.858398
	Iteration 25Q: 3 clusters Score -1026831 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1026950.937500 Penalty: 4726.858398
	Iteration 26Q: 3 clusters Score -1026951 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1027055.250000 Penalty: 4726.858398
	Iteration 27Q: 3 clusters Score -1027055 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1027157.375000 Penalty: 4726.858398
	Iteration 28Q: 3 clusters Score -1027157 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1027254.187500 Penalty: 4726.858398
	Iteration 29Q: 3 clusters Score -1027254 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1027336.812500 Penalty: 4726.858398
	Iteration 30Q: 3 clusters Score -1027337 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1027405.750000 Penalty: 4726.858398
	Iteration 31Q: 3 clusters Score -1027406 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1027454.312500 Penalty: 4726.858398
	Iteration 32Q: 3 clusters Score -1027454 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1027492.625000 Penalty: 4726.858398
	Iteration 33Q: 3 clusters Score -1027493 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1027519.687500 Penalty: 4726.858398
	Iteration 34Q: 3 clusters Score -1027520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1027539.812500 Penalty: 4726.858398
	Iteration 35Q: 3 clusters Score -1027540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1027559.687500 Penalty: 4726.858398
	Iteration 36Q: 3 clusters Score -1027560 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1027580.625000 Penalty: 4726.858398
	Iteration 37Q: 3 clusters Score -1027581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1027589.187500 Penalty: 4726.858398
	Iteration 38Q: 3 clusters Score -1027589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1027596.187500 Penalty: 4726.858398
	Iteration 39Q: 3 clusters Score -1027596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1027600.625000 Penalty: 4726.858398
	Iteration 40F: 3 clusters Score -1027601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1027604.812500 Penalty: 4726.858398
	Iteration 41Q: 3 clusters Score -1027605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1027606.875000 Penalty: 4726.858398
	Iteration 42Q: 3 clusters Score -1027607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1027609.000000 Penalty: 4726.858398
	Iteration 43Q: 3 clusters Score -1027609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1027612.250000 Penalty: 4726.858398
	Iteration 44Q: 3 clusters Score -1027612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1027614.062500 Penalty: 4726.858398
	Iteration 45Q: 3 clusters Score -1027614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1027613.500000 Penalty: 4726.858398
	Iteration 46Q: 3 clusters Score -1027614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1027616.187500 Penalty: 4726.858398
	Iteration 47Q: 3 clusters Score -1027616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1027617.687500 Penalty: 4726.858398
	Iteration 48Q: 3 clusters Score -1027618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1027617.687500 Penalty: 4726.858398
	Iteration 49F: 3 clusters Score -1027618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Entering Unmasked Estep 
Score: -1188084.875000 Penalty: 2399.373047
	Iteration 0F: 2 clusters Score -1188085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1176701.500000 Penalty: 4798.746094
	Iteration 0F: 3 clusters Score -1176702 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1180470.500000 Penalty: 4798.746094
	Iteration 1F: 3 clusters Score -1180470 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1181099.375000 Penalty: 4798.746094
	Iteration 2F: 3 clusters Score -1181099 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1181781.500000 Penalty: 4798.746094
	Iteration 3F: 3 clusters Score -1181782 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1182501.375000 Penalty: 4798.746094
	Iteration 4F: 3 clusters Score -1182501 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1183233.625000 Penalty: 4798.746094
	Iteration 5F: 3 clusters Score -1183234 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1183997.375000 Penalty: 4798.746094
	Iteration 6F: 3 clusters Score -1183997 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1184844.250000 Penalty: 4798.746094
	Iteration 7F: 3 clusters Score -1184844 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1185768.875000 Penalty: 4798.746094
	Iteration 8F: 3 clusters Score -1185769 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1186487.625000 Penalty: 4798.746094
	Iteration 9F: 3 clusters Score -1186488 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1186880.875000 Penalty: 4798.746094
	Iteration 10Q: 3 clusters Score -1186881 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1187077.750000 Penalty: 4798.746094
	Iteration 11Q: 3 clusters Score -1187078 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1187180.625000 Penalty: 4798.746094
	Iteration 12Q: 3 clusters Score -1187181 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1187228.500000 Penalty: 4798.746094
	Iteration 13Q: 3 clusters Score -1187228 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1187251.500000 Penalty: 4798.746094
	Iteration 14Q: 3 clusters Score -1187252 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1187267.250000 Penalty: 4798.746094
	Iteration 15Q: 3 clusters Score -1187267 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1187277.500000 Penalty: 4798.746094
	Iteration 16Q: 3 clusters Score -1187278 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1187285.000000 Penalty: 4798.746094
	Iteration 17Q: 3 clusters Score -1187285 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1187288.875000 Penalty: 4798.746094
	Iteration 18Q: 3 clusters Score -1187289 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1187295.125000 Penalty: 4798.746094
	Iteration 19Q: 3 clusters Score -1187295 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1187297.375000 Penalty: 4798.746094
	Iteration 20F: 3 clusters Score -1187297 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1187304.000000 Penalty: 4798.746094
	Iteration 21Q: 3 clusters Score -1187304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1187308.125000 Penalty: 4798.746094
	Iteration 22Q: 3 clusters Score -1187308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1187308.125000 Penalty: 4798.746094
	Iteration 23Q: 3 clusters Score -1187308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1187311.625000 Penalty: 4798.746094
	Iteration 24Q: 3 clusters Score -1187312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1187315.000000 Penalty: 4798.746094
	Iteration 25Q: 3 clusters Score -1187315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1187318.000000 Penalty: 4798.746094
	Iteration 26Q: 3 clusters Score -1187318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1187325.500000 Penalty: 4798.746094
	Iteration 27Q: 3 clusters Score -1187326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1187327.000000 Penalty: 4798.746094
	Iteration 28Q: 3 clusters Score -1187327 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1187335.125000 Penalty: 4798.746094
	Iteration 29Q: 3 clusters Score -1187335 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1187339.625000 Penalty: 4798.746094
	Iteration 30Q: 3 clusters Score -1187340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1187343.250000 Penalty: 4798.746094
	Iteration 31Q: 3 clusters Score -1187343 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1187346.500000 Penalty: 4798.746094
	Iteration 32Q: 3 clusters Score -1187346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1187356.875000 Penalty: 4798.746094
	Iteration 33Q: 3 clusters Score -1187357 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1187360.375000 Penalty: 4798.746094
	Iteration 34Q: 3 clusters Score -1187360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1187361.375000 Penalty: 4798.746094
	Iteration 35Q: 3 clusters Score -1187361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1187363.500000 Penalty: 4798.746094
	Iteration 36Q: 3 clusters Score -1187364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1187370.625000 Penalty: 4798.746094
	Iteration 37Q: 3 clusters Score -1187371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1187371.375000 Penalty: 4798.746094
	Iteration 38Q: 3 clusters Score -1187371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1187373.625000 Penalty: 4798.746094
	Iteration 39Q: 3 clusters Score -1187374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1187371.250000 Penalty: 4798.746094
	Iteration 40F: 3 clusters Score -1187371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1187374.500000 Penalty: 4798.746094
	Iteration 41Q: 3 clusters Score -1187374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1187377.875000 Penalty: 4798.746094
	Iteration 42Q: 3 clusters Score -1187378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1187380.375000 Penalty: 4798.746094
	Iteration 43Q: 3 clusters Score -1187380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1187378.875000 Penalty: 4798.746094
	Iteration 44Q: 3 clusters Score -1187379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1187382.125000 Penalty: 4798.746094
	Iteration 45Q: 3 clusters Score -1187382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1187386.625000 Penalty: 4798.746094
	Iteration 46Q: 3 clusters Score -1187387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1187385.250000 Penalty: 4798.746094
	Iteration 47Q: 3 clusters Score -1187385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1187390.750000 Penalty: 4798.746094
	Iteration 48Q: 3 clusters Score -1187391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1187393.375000 Penalty: 4798.746094
	Iteration 49Q: 3 clusters Score -1187393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1187395.000000 Penalty: 4798.746094
	Iteration 50Q: 3 clusters Score -1187395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1187397.000000 Penalty: 4798.746094
	Iteration 51Q: 3 clusters Score -1187397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1187401.250000 Penalty: 4798.746094
	Iteration 52Q: 3 clusters Score -1187401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1187400.750000 Penalty: 4798.746094
	Iteration 53Q: 3 clusters Score -1187401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1187400.875000 Penalty: 4798.746094
	Iteration 54Q: 3 clusters Score -1187401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1187400.375000 Penalty: 4798.746094
	Iteration 55Q: 3 clusters Score -1187400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1187404.000000 Penalty: 4798.746094
	Iteration 56Q: 3 clusters Score -1187404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1187405.750000 Penalty: 4798.746094
	Iteration 57Q: 3 clusters Score -1187406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1187405.125000 Penalty: 4798.746094
	Iteration 58Q: 3 clusters Score -1187405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1187412.375000 Penalty: 4798.746094
	Iteration 59Q: 3 clusters Score -1187412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1187410.250000 Penalty: 4798.746094
	Iteration 60F: 3 clusters Score -1187410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1187410.125000 Penalty: 4798.746094
	Iteration 61Q: 3 clusters Score -1187410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1187414.250000 Penalty: 4798.746094
	Iteration 62Q: 3 clusters Score -1187414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1187413.250000 Penalty: 4798.746094
	Iteration 63Q: 3 clusters Score -1187413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1187410.375000 Penalty: 4798.746094
	Iteration 64Q: 3 clusters Score -1187410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1187411.125000 Penalty: 4798.746094
	Iteration 65Q: 3 clusters Score -1187411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1187410.250000 Penalty: 4798.746094
	Iteration 66Q: 3 clusters Score -1187410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1187413.375000 Penalty: 4798.746094
	Iteration 67Q: 3 clusters Score -1187413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1187414.625000 Penalty: 4798.746094
	Iteration 68Q: 3 clusters Score -1187415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1187415.625000 Penalty: 4798.746094
	Iteration 69Q: 3 clusters Score -1187416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1187414.750000 Penalty: 4798.746094
	Iteration 70Q: 3 clusters Score -1187415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1187417.500000 Penalty: 4798.746094
	Iteration 71Q: 3 clusters Score -1187418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1187418.125000 Penalty: 4798.746094
	Iteration 72Q: 3 clusters Score -1187418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1187416.250000 Penalty: 4798.746094
	Iteration 73Q: 3 clusters Score -1187416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1187416.000000 Penalty: 4798.746094
	Iteration 74Q: 3 clusters Score -1187416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1187419.000000 Penalty: 4798.746094
	Iteration 75Q: 3 clusters Score -1187419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1187418.500000 Penalty: 4798.746094
	Iteration 76Q: 3 clusters Score -1187418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1187417.375000 Penalty: 4798.746094
	Iteration 77Q: 3 clusters Score -1187417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1187418.500000 Penalty: 4798.746094
	Iteration 78Q: 3 clusters Score -1187418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1187419.875000 Penalty: 4798.746094
	Iteration 79Q: 3 clusters Score -1187420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1187420.625000 Penalty: 4798.746094
	Iteration 80F: 3 clusters Score -1187421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Entering Unmasked Estep 
Score: -307238.906250 Penalty: 2076.469482
	Iteration 0F: 2 clusters Score -307238.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -303173.875000 Penalty: 4152.938965
	Iteration 0F: 3 clusters Score -303173.9 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -304400.406250 Penalty: 4152.938965
	Iteration 1F: 3 clusters Score -304400.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -304992.343750 Penalty: 4152.938965
	Iteration 2F: 3 clusters Score -304992.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -305378.187500 Penalty: 4152.938965
	Iteration 3F: 3 clusters Score -305378.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -305640.468750 Penalty: 4152.938965
	Iteration 4F: 3 clusters Score -305640.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -305894.218750 Penalty: 4152.938965
	Iteration 5F: 3 clusters Score -305894.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -306127.250000 Penalty: 4152.938965
	Iteration 6Q: 3 clusters Score -306127.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -306337.500000 Penalty: 4152.938965
	Iteration 7Q: 3 clusters Score -306337.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -306510.625000 Penalty: 4152.938965
	Iteration 8Q: 3 clusters Score -306510.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -306594.843750 Penalty: 4152.938965
	Iteration 9Q: 3 clusters Score -306594.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -306648.718750 Penalty: 4152.938965
	Iteration 10Q: 3 clusters Score -306648.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -306703.906250 Penalty: 4152.938965
	Iteration 11Q: 3 clusters Score -306703.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -306770.468750 Penalty: 4152.938965
	Iteration 12Q: 3 clusters Score -306770.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -306868.187500 Penalty: 4152.938965
	Iteration 13Q: 3 clusters Score -306868.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -307012.031250 Penalty: 4152.938965
	Iteration 14Q: 3 clusters Score -307012 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -307197.281250 Penalty: 4152.938965
	Iteration 15Q: 3 clusters Score -307197.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -307396.125000 Penalty: 4152.938965
	Iteration 16Q: 3 clusters Score -307396.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -307499.562500 Penalty: 4152.938965
	Iteration 17Q: 3 clusters Score -307499.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -307541.250000 Penalty: 4152.938965
	Iteration 18Q: 3 clusters Score -307541.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -307565.906250 Penalty: 4152.938965
	Iteration 19Q: 3 clusters Score -307565.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -307576.250000 Penalty: 4152.938965
	Iteration 20F: 3 clusters Score -307576.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -307581.906250 Penalty: 4152.938965
	Iteration 21Q: 3 clusters Score -307581.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -307587.968750 Penalty: 4152.938965
	Iteration 22Q: 3 clusters Score -307588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -307593.968750 Penalty: 4152.938965
	Iteration 23Q: 3 clusters Score -307594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -307595.843750 Penalty: 4152.938965
	Iteration 24Q: 3 clusters Score -307595.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -307595.687500 Penalty: 4152.938965
	Iteration 25Q: 3 clusters Score -307595.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -307598.468750 Penalty: 4152.938965
	Iteration 26Q: 3 clusters Score -307598.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -307600.687500 Penalty: 4152.938965
	Iteration 27Q: 3 clusters Score -307600.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -307602.875000 Penalty: 4152.938965
	Iteration 28Q: 3 clusters Score -307602.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -307605.562500 Penalty: 4152.938965
	Iteration 29Q: 3 clusters Score -307605.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -307609.062500 Penalty: 4152.938965
	Iteration 30Q: 3 clusters Score -307609.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -307613.375000 Penalty: 4152.938965
	Iteration 31Q: 3 clusters Score -307613.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -307617.343750 Penalty: 4152.938965
	Iteration 32Q: 3 clusters Score -307617.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -307622.531250 Penalty: 4152.938965
	Iteration 33Q: 3 clusters Score -307622.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -307628.593750 Penalty: 4152.938965
	Iteration 34Q: 3 clusters Score -307628.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -307637.375000 Penalty: 4152.938965
	Iteration 35Q: 3 clusters Score -307637.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -307654.218750 Penalty: 4152.938965
	Iteration 36Q: 3 clusters Score -307654.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -307687.468750 Penalty: 4152.938965
	Iteration 37Q: 3 clusters Score -307687.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -307783.468750 Penalty: 4152.938965
	Iteration 38Q: 3 clusters Score -307783.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -308035.781250 Penalty: 4152.938965
	Iteration 39Q: 3 clusters Score -308035.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -308545.968750 Penalty: 4152.938965
	Iteration 40F: 3 clusters Score -308546 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -308930.281250 Penalty: 4152.938965
	Iteration 41Q: 3 clusters Score -308930.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -308964.562500 Penalty: 4152.938965
	Iteration 42Q: 3 clusters Score -308964.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -308973.781250 Penalty: 4152.938965
	Iteration 43Q: 3 clusters Score -308973.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -308977.375000 Penalty: 4152.938965
	Iteration 44Q: 3 clusters Score -308977.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -308977.843750 Penalty: 4152.938965
	Iteration 45Q: 3 clusters Score -308977.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -308977.843750 Penalty: 4152.938965
	Iteration 46F: 3 clusters Score -308977.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 207635 members 
Mstep: Class 3 contains 57606 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 216810 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80931 members 
Mstep: Class 10 contains 355648 members 
Mstep: Class 11 contains 38588 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130141 members 
Mstep: Class 17 contains 24331 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10858 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 1900 members 
Mstep: Class 29 contains 35391 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29197 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2428 members 
Entering Unmasked Estep 
Score: -102301728.000000 Penalty: 158063.093750
Splitting cluster 28 changes total score from -102301360.000000 to -102301728.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 29 (35391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Entering Unmasked Estep 
Score: -2635175.250000 Penalty: 2597.604736
	Iteration 0F: 2 clusters Score -2635175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2611080.750000 Penalty: 5195.209473
	Iteration 0F: 3 clusters Score -2611081 nChanged 16116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2620100.500000 Penalty: 5195.209473
	Iteration 1F: 3 clusters Score -2620100 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2621125.250000 Penalty: 5195.209473
	Iteration 2F: 3 clusters Score -2621125 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -2622654.250000 Penalty: 5195.209473
	Iteration 3F: 3 clusters Score -2622654 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -2624831.500000 Penalty: 5195.209473
	Iteration 4F: 3 clusters Score -2624832 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -2627490.750000 Penalty: 5195.209473
	Iteration 5F: 3 clusters Score -2627491 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -2630087.500000 Penalty: 5195.209473
	Iteration 6F: 3 clusters Score -2630088 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -2632134.250000 Penalty: 5195.209473
	Iteration 7F: 3 clusters Score -2632134 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -2633418.000000 Penalty: 5195.209473
	Iteration 8Q: 3 clusters Score -2633418 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -2633985.500000 Penalty: 5195.209473
	Iteration 9Q: 3 clusters Score -2633986 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -2634257.500000 Penalty: 5195.209473
	Iteration 10Q: 3 clusters Score -2634258 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -2634420.500000 Penalty: 5195.209473
	Iteration 11Q: 3 clusters Score -2634420 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -2634515.500000 Penalty: 5195.209473
	Iteration 12Q: 3 clusters Score -2634516 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -2634557.500000 Penalty: 5195.209473
	Iteration 13Q: 3 clusters Score -2634558 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -2634590.250000 Penalty: 5195.209473
	Iteration 14Q: 3 clusters Score -2634590 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -2634597.250000 Penalty: 5195.209473
	Iteration 15Q: 3 clusters Score -2634597 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -2634610.000000 Penalty: 5195.209473
	Iteration 16Q: 3 clusters Score -2634610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -2634620.500000 Penalty: 5195.209473
	Iteration 17Q: 3 clusters Score -2634620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -2634627.500000 Penalty: 5195.209473
	Iteration 18Q: 3 clusters Score -2634628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -2634637.500000 Penalty: 5195.209473
	Iteration 19Q: 3 clusters Score -2634638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -2634641.500000 Penalty: 5195.209473
	Iteration 20F: 3 clusters Score -2634642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -2634643.750000 Penalty: 5195.209473
	Iteration 21Q: 3 clusters Score -2634644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -2634646.250000 Penalty: 5195.209473
	Iteration 22Q: 3 clusters Score -2634646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -2634647.000000 Penalty: 5195.209473
	Iteration 23Q: 3 clusters Score -2634647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -2634650.250000 Penalty: 5195.209473
	Iteration 24Q: 3 clusters Score -2634650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -2634653.500000 Penalty: 5195.209473
	Iteration 25Q: 3 clusters Score -2634654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -2634650.000000 Penalty: 5195.209473
	Iteration 26Q: 3 clusters Score -2634650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -2634650.250000 Penalty: 5195.209473
	Iteration 27Q: 3 clusters Score -2634650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -2634647.500000 Penalty: 5195.209473
	Iteration 28Q: 3 clusters Score -2634648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -2634647.500000 Penalty: 5195.209473
	Iteration 29Q: 3 clusters Score -2634648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -2634650.000000 Penalty: 5195.209473
	Iteration 30Q: 3 clusters Score -2634650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -2634650.000000 Penalty: 5195.209473
	Iteration 31F: 3 clusters Score -2634650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Entering Unmasked Estep 
Score: -654016.937500 Penalty: 2272.615723
	Iteration 0F: 2 clusters Score -654016.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -646609.562500 Penalty: 4545.231445
	Iteration 0F: 3 clusters Score -646609.6 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -648902.062500 Penalty: 4545.231445
	Iteration 1F: 3 clusters Score -648902.1 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -649316.312500 Penalty: 4545.231445
	Iteration 2F: 3 clusters Score -649316.3 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -649673.625000 Penalty: 4545.231445
	Iteration 3F: 3 clusters Score -649673.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -650006.312500 Penalty: 4545.231445
	Iteration 4F: 3 clusters Score -650006.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -650348.562500 Penalty: 4545.231445
	Iteration 5Q: 3 clusters Score -650348.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -650660.062500 Penalty: 4545.231445
	Iteration 6Q: 3 clusters Score -650660.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -650939.937500 Penalty: 4545.231445
	Iteration 7Q: 3 clusters Score -650939.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -651203.687500 Penalty: 4545.231445
	Iteration 8Q: 3 clusters Score -651203.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -651427.437500 Penalty: 4545.231445
	Iteration 9Q: 3 clusters Score -651427.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -651642.062500 Penalty: 4545.231445
	Iteration 10Q: 3 clusters Score -651642.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -651823.437500 Penalty: 4545.231445
	Iteration 11Q: 3 clusters Score -651823.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -652004.375000 Penalty: 4545.231445
	Iteration 12Q: 3 clusters Score -652004.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -652169.625000 Penalty: 4545.231445
	Iteration 13Q: 3 clusters Score -652169.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -652317.437500 Penalty: 4545.231445
	Iteration 14Q: 3 clusters Score -652317.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -652441.062500 Penalty: 4545.231445
	Iteration 15Q: 3 clusters Score -652441.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -652534.062500 Penalty: 4545.231445
	Iteration 16Q: 3 clusters Score -652534.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -652589.062500 Penalty: 4545.231445
	Iteration 17Q: 3 clusters Score -652589.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -652626.687500 Penalty: 4545.231445
	Iteration 18Q: 3 clusters Score -652626.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -652656.187500 Penalty: 4545.231445
	Iteration 19Q: 3 clusters Score -652656.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -652674.625000 Penalty: 4545.231445
	Iteration 20F: 3 clusters Score -652674.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -652694.125000 Penalty: 4545.231445
	Iteration 21Q: 3 clusters Score -652694.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -652708.562500 Penalty: 4545.231445
	Iteration 22Q: 3 clusters Score -652708.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -652723.187500 Penalty: 4545.231445
	Iteration 23Q: 3 clusters Score -652723.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -652736.500000 Penalty: 4545.231445
	Iteration 24Q: 3 clusters Score -652736.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -652743.875000 Penalty: 4545.231445
	Iteration 25Q: 3 clusters Score -652743.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -652752.250000 Penalty: 4545.231445
	Iteration 26Q: 3 clusters Score -652752.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -652759.500000 Penalty: 4545.231445
	Iteration 27Q: 3 clusters Score -652759.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -652766.625000 Penalty: 4545.231445
	Iteration 28Q: 3 clusters Score -652766.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -652769.500000 Penalty: 4545.231445
	Iteration 29Q: 3 clusters Score -652769.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -652774.250000 Penalty: 4545.231445
	Iteration 30Q: 3 clusters Score -652774.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -652778.437500 Penalty: 4545.231445
	Iteration 31Q: 3 clusters Score -652778.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -652779.812500 Penalty: 4545.231445
	Iteration 32Q: 3 clusters Score -652779.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -652783.312500 Penalty: 4545.231445
	Iteration 33Q: 3 clusters Score -652783.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -652785.062500 Penalty: 4545.231445
	Iteration 34Q: 3 clusters Score -652785.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -652789.562500 Penalty: 4545.231445
	Iteration 35Q: 3 clusters Score -652789.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -652789.375000 Penalty: 4545.231445
	Iteration 36Q: 3 clusters Score -652789.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -652791.125000 Penalty: 4545.231445
	Iteration 37Q: 3 clusters Score -652791.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -652794.875000 Penalty: 4545.231445
	Iteration 38Q: 3 clusters Score -652794.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -652792.500000 Penalty: 4545.231445
	Iteration 39Q: 3 clusters Score -652792.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -652795.875000 Penalty: 4545.231445
	Iteration 40F: 3 clusters Score -652795.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -652796.375000 Penalty: 4545.231445
	Iteration 41Q: 3 clusters Score -652796.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -652796.687500 Penalty: 4545.231445
	Iteration 42Q: 3 clusters Score -652796.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -652797.250000 Penalty: 4545.231445
	Iteration 43Q: 3 clusters Score -652797.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -652795.562500 Penalty: 4545.231445
	Iteration 44Q: 3 clusters Score -652795.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -652796.750000 Penalty: 4545.231445
	Iteration 45Q: 3 clusters Score -652796.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -652797.187500 Penalty: 4545.231445
	Iteration 46Q: 3 clusters Score -652797.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -652796.937500 Penalty: 4545.231445
	Iteration 47Q: 3 clusters Score -652796.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -652796.937500 Penalty: 4545.231445
	Iteration 48F: 3 clusters Score -652796.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Entering Unmasked Estep 
Score: -181656.953125 Penalty: 1945.760254
	Iteration 0F: 2 clusters Score -181657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -178662.953125 Penalty: 3891.520508
	Iteration 0F: 3 clusters Score -178663 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -179270.109375 Penalty: 3891.520508
	Iteration 1F: 3 clusters Score -179270.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -179442.562500 Penalty: 3891.520508
	Iteration 2F: 3 clusters Score -179442.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -179561.234375 Penalty: 3891.520508
	Iteration 3F: 3 clusters Score -179561.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -179659.093750 Penalty: 3891.520508
	Iteration 4Q: 3 clusters Score -179659.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -179716.843750 Penalty: 3891.520508
	Iteration 5Q: 3 clusters Score -179716.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -179775.218750 Penalty: 3891.520508
	Iteration 6Q: 3 clusters Score -179775.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -179831.453125 Penalty: 3891.520508
	Iteration 7Q: 3 clusters Score -179831.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -179885.968750 Penalty: 3891.520508
	Iteration 8Q: 3 clusters Score -179886 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -179939.359375 Penalty: 3891.520508
	Iteration 9Q: 3 clusters Score -179939.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -179988.937500 Penalty: 3891.520508
	Iteration 10Q: 3 clusters Score -179988.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -180026.218750 Penalty: 3891.520508
	Iteration 11Q: 3 clusters Score -180026.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -180060.843750 Penalty: 3891.520508
	Iteration 12Q: 3 clusters Score -180060.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -180089.765625 Penalty: 3891.520508
	Iteration 13Q: 3 clusters Score -180089.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -180110.921875 Penalty: 3891.520508
	Iteration 14Q: 3 clusters Score -180110.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -180135.078125 Penalty: 3891.520508
	Iteration 15Q: 3 clusters Score -180135.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -180158.656250 Penalty: 3891.520508
	Iteration 16Q: 3 clusters Score -180158.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -180174.906250 Penalty: 3891.520508
	Iteration 17Q: 3 clusters Score -180174.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -180186.968750 Penalty: 3891.520508
	Iteration 18Q: 3 clusters Score -180187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -180194.406250 Penalty: 3891.520508
	Iteration 19Q: 3 clusters Score -180194.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -180199.093750 Penalty: 3891.520508
	Iteration 20F: 3 clusters Score -180199.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -180202.906250 Penalty: 3891.520508
	Iteration 21Q: 3 clusters Score -180202.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -180205.468750 Penalty: 3891.520508
	Iteration 22Q: 3 clusters Score -180205.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -180213.390625 Penalty: 3891.520508
	Iteration 23Q: 3 clusters Score -180213.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -180225.187500 Penalty: 3891.520508
	Iteration 24Q: 3 clusters Score -180225.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -180240.359375 Penalty: 3891.520508
	Iteration 25Q: 3 clusters Score -180240.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -180254.000000 Penalty: 3891.520508
	Iteration 26Q: 3 clusters Score -180254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -180259.562500 Penalty: 3891.520508
	Iteration 27Q: 3 clusters Score -180259.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -180263.171875 Penalty: 3891.520508
	Iteration 28Q: 3 clusters Score -180263.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -180270.703125 Penalty: 3891.520508
	Iteration 29Q: 3 clusters Score -180270.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -180279.031250 Penalty: 3891.520508
	Iteration 30Q: 3 clusters Score -180279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -180284.406250 Penalty: 3891.520508
	Iteration 31Q: 3 clusters Score -180284.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -180288.218750 Penalty: 3891.520508
	Iteration 32Q: 3 clusters Score -180288.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -180294.750000 Penalty: 3891.520508
	Iteration 33Q: 3 clusters Score -180294.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -180299.031250 Penalty: 3891.520508
	Iteration 34Q: 3 clusters Score -180299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -180302.328125 Penalty: 3891.520508
	Iteration 35Q: 3 clusters Score -180302.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -180304.828125 Penalty: 3891.520508
	Iteration 36Q: 3 clusters Score -180304.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -180310.281250 Penalty: 3891.520508
	Iteration 37Q: 3 clusters Score -180310.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -180312.187500 Penalty: 3891.520508
	Iteration 38Q: 3 clusters Score -180312.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -180313.187500 Penalty: 3891.520508
	Iteration 39Q: 3 clusters Score -180313.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -180314.593750 Penalty: 3891.520508
	Iteration 40F: 3 clusters Score -180314.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Entering Unmasked Estep 
Score: -176794.906250 Penalty: 1939.369385
	Iteration 0F: 2 clusters Score -176794.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -173869.078125 Penalty: 3878.738770
	Iteration 0F: 3 clusters Score -173869.1 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -174401.234375 Penalty: 3878.738770
	Iteration 1F: 3 clusters Score -174401.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -174544.828125 Penalty: 3878.738770
	Iteration 2F: 3 clusters Score -174544.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -174638.593750 Penalty: 3878.738770
	Iteration 3Q: 3 clusters Score -174638.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -174710.953125 Penalty: 3878.738770
	Iteration 4Q: 3 clusters Score -174711 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -174751.250000 Penalty: 3878.738770
	Iteration 5Q: 3 clusters Score -174751.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -174778.343750 Penalty: 3878.738770
	Iteration 6Q: 3 clusters Score -174778.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -174801.062500 Penalty: 3878.738770
	Iteration 7Q: 3 clusters Score -174801.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -174831.093750 Penalty: 3878.738770
	Iteration 8Q: 3 clusters Score -174831.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -174846.859375 Penalty: 3878.738770
	Iteration 9Q: 3 clusters Score -174846.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -174860.093750 Penalty: 3878.738770
	Iteration 10Q: 3 clusters Score -174860.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -174869.234375 Penalty: 3878.738770
	Iteration 11Q: 3 clusters Score -174869.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -174875.796875 Penalty: 3878.738770
	Iteration 12Q: 3 clusters Score -174875.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -174878.609375 Penalty: 3878.738770
	Iteration 13Q: 3 clusters Score -174878.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -174880.890625 Penalty: 3878.738770
	Iteration 14Q: 3 clusters Score -174880.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -174881.921875 Penalty: 3878.738770
	Iteration 15Q: 3 clusters Score -174881.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -174883.328125 Penalty: 3878.738770
	Iteration 16Q: 3 clusters Score -174883.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -174884.812500 Penalty: 3878.738770
	Iteration 17Q: 3 clusters Score -174884.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -174887.546875 Penalty: 3878.738770
	Iteration 18Q: 3 clusters Score -174887.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -174889.765625 Penalty: 3878.738770
	Iteration 19Q: 3 clusters Score -174889.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -174890.375000 Penalty: 3878.738770
	Iteration 20F: 3 clusters Score -174890.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Entering Unmasked Estep 
Score: -130268.976562 Penalty: 1867.957886
	Iteration 0F: 2 clusters Score -130269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -127747.218750 Penalty: 3735.915771
	Iteration 0F: 3 clusters Score -127747.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -128138.210938 Penalty: 3735.915771
	Iteration 1F: 3 clusters Score -128138.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -128271.445312 Penalty: 3735.915771
	Iteration 2F: 3 clusters Score -128271.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -128380.335938 Penalty: 3735.915771
	Iteration 3F: 3 clusters Score -128380.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -128494.531250 Penalty: 3735.915771
	Iteration 4F: 3 clusters Score -128494.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -128614.671875 Penalty: 3735.915771
	Iteration 5Q: 3 clusters Score -128614.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -128724.523438 Penalty: 3735.915771
	Iteration 6Q: 3 clusters Score -128724.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -128791.601562 Penalty: 3735.915771
	Iteration 7Q: 3 clusters Score -128791.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -128831.562500 Penalty: 3735.915771
	Iteration 8Q: 3 clusters Score -128831.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -128866.781250 Penalty: 3735.915771
	Iteration 9Q: 3 clusters Score -128866.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -128886.492188 Penalty: 3735.915771
	Iteration 10Q: 3 clusters Score -128886.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -128916.726562 Penalty: 3735.915771
	Iteration 11Q: 3 clusters Score -128916.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -128946.562500 Penalty: 3735.915771
	Iteration 12Q: 3 clusters Score -128946.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -128970.289062 Penalty: 3735.915771
	Iteration 13Q: 3 clusters Score -128970.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -128992.898438 Penalty: 3735.915771
	Iteration 14Q: 3 clusters Score -128992.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -129010.718750 Penalty: 3735.915771
	Iteration 15Q: 3 clusters Score -129010.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -129022.968750 Penalty: 3735.915771
	Iteration 16Q: 3 clusters Score -129023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -129035.468750 Penalty: 3735.915771
	Iteration 17Q: 3 clusters Score -129035.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -129044.484375 Penalty: 3735.915771
	Iteration 18Q: 3 clusters Score -129044.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -129053.765625 Penalty: 3735.915771
	Iteration 19Q: 3 clusters Score -129053.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -129062.132812 Penalty: 3735.915771
	Iteration 20F: 3 clusters Score -129062.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -129068.101562 Penalty: 3735.915771
	Iteration 21Q: 3 clusters Score -129068.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -129072.976562 Penalty: 3735.915771
	Iteration 22Q: 3 clusters Score -129073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -129079.781250 Penalty: 3735.915771
	Iteration 23Q: 3 clusters Score -129079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -129082.710938 Penalty: 3735.915771
	Iteration 24Q: 3 clusters Score -129082.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -129085.242188 Penalty: 3735.915771
	Iteration 25Q: 3 clusters Score -129085.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -129088.453125 Penalty: 3735.915771
	Iteration 26Q: 3 clusters Score -129088.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -129090.179688 Penalty: 3735.915771
	Iteration 27Q: 3 clusters Score -129090.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -129091.320312 Penalty: 3735.915771
	Iteration 28Q: 3 clusters Score -129091.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -129094.203125 Penalty: 3735.915771
	Iteration 29Q: 3 clusters Score -129094.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -129096.414062 Penalty: 3735.915771
	Iteration 30Q: 3 clusters Score -129096.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -129099.531250 Penalty: 3735.915771
	Iteration 31Q: 3 clusters Score -129099.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -129102.085938 Penalty: 3735.915771
	Iteration 32Q: 3 clusters Score -129102.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -129102.085938 Penalty: 3735.915771
	Iteration 33F: 3 clusters Score -129102.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (29197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Entering Unmasked Estep 
Score: -2227514.500000 Penalty: 2549.891602
	Iteration 0F: 2 clusters Score -2227514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2207468.250000 Penalty: 5099.783203
	Iteration 0F: 3 clusters Score -2207468 nChanged 13182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2214723.000000 Penalty: 5099.783203
	Iteration 1F: 3 clusters Score -2214723 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2215553.500000 Penalty: 5099.783203
	Iteration 2F: 3 clusters Score -2215554 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2216586.750000 Penalty: 5099.783203
	Iteration 3F: 3 clusters Score -2216587 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2217859.250000 Penalty: 5099.783203
	Iteration 4F: 3 clusters Score -2217859 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2219252.750000 Penalty: 5099.783203
	Iteration 5F: 3 clusters Score -2219253 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2220562.000000 Penalty: 5099.783203
	Iteration 6F: 3 clusters Score -2220562 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2221626.000000 Penalty: 5099.783203
	Iteration 7F: 3 clusters Score -2221626 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2222505.500000 Penalty: 5099.783203
	Iteration 8Q: 3 clusters Score -2222506 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2223182.250000 Penalty: 5099.783203
	Iteration 9Q: 3 clusters Score -2223182 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2223651.750000 Penalty: 5099.783203
	Iteration 10Q: 3 clusters Score -2223652 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2223930.750000 Penalty: 5099.783203
	Iteration 11Q: 3 clusters Score -2223931 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2224079.750000 Penalty: 5099.783203
	Iteration 12Q: 3 clusters Score -2224080 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2224200.500000 Penalty: 5099.783203
	Iteration 13Q: 3 clusters Score -2224200 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2224284.500000 Penalty: 5099.783203
	Iteration 14Q: 3 clusters Score -2224284 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2224356.500000 Penalty: 5099.783203
	Iteration 15Q: 3 clusters Score -2224356 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2224414.250000 Penalty: 5099.783203
	Iteration 16Q: 3 clusters Score -2224414 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2224459.500000 Penalty: 5099.783203
	Iteration 17Q: 3 clusters Score -2224460 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2224514.500000 Penalty: 5099.783203
	Iteration 18Q: 3 clusters Score -2224514 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2224560.500000 Penalty: 5099.783203
	Iteration 19Q: 3 clusters Score -2224560 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2224604.250000 Penalty: 5099.783203
	Iteration 20F: 3 clusters Score -2224604 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2224650.000000 Penalty: 5099.783203
	Iteration 21Q: 3 clusters Score -2224650 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2224705.500000 Penalty: 5099.783203
	Iteration 22Q: 3 clusters Score -2224706 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2224754.750000 Penalty: 5099.783203
	Iteration 23Q: 3 clusters Score -2224755 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2224799.250000 Penalty: 5099.783203
	Iteration 24Q: 3 clusters Score -2224799 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2224856.750000 Penalty: 5099.783203
	Iteration 25Q: 3 clusters Score -2224857 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2224906.250000 Penalty: 5099.783203
	Iteration 26Q: 3 clusters Score -2224906 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2224938.500000 Penalty: 5099.783203
	Iteration 27Q: 3 clusters Score -2224938 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2224974.000000 Penalty: 5099.783203
	Iteration 28Q: 3 clusters Score -2224974 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2224999.500000 Penalty: 5099.783203
	Iteration 29Q: 3 clusters Score -2225000 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2225043.750000 Penalty: 5099.783203
	Iteration 30Q: 3 clusters Score -2225044 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2225069.000000 Penalty: 5099.783203
	Iteration 31Q: 3 clusters Score -2225069 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2225109.750000 Penalty: 5099.783203
	Iteration 32Q: 3 clusters Score -2225110 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2225135.750000 Penalty: 5099.783203
	Iteration 33Q: 3 clusters Score -2225136 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2225170.250000 Penalty: 5099.783203
	Iteration 34Q: 3 clusters Score -2225170 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2225203.500000 Penalty: 5099.783203
	Iteration 35Q: 3 clusters Score -2225204 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2225219.000000 Penalty: 5099.783203
	Iteration 36Q: 3 clusters Score -2225219 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2225252.000000 Penalty: 5099.783203
	Iteration 37Q: 3 clusters Score -2225252 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2225272.500000 Penalty: 5099.783203
	Iteration 38Q: 3 clusters Score -2225272 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2225298.500000 Penalty: 5099.783203
	Iteration 39Q: 3 clusters Score -2225298 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2225340.500000 Penalty: 5099.783203
	Iteration 40F: 3 clusters Score -2225340 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2225368.000000 Penalty: 5099.783203
	Iteration 41Q: 3 clusters Score -2225368 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2225392.750000 Penalty: 5099.783203
	Iteration 42Q: 3 clusters Score -2225393 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2225426.250000 Penalty: 5099.783203
	Iteration 43Q: 3 clusters Score -2225426 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2225442.250000 Penalty: 5099.783203
	Iteration 44Q: 3 clusters Score -2225442 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2225461.000000 Penalty: 5099.783203
	Iteration 45Q: 3 clusters Score -2225461 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2225486.500000 Penalty: 5099.783203
	Iteration 46Q: 3 clusters Score -2225486 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2225502.000000 Penalty: 5099.783203
	Iteration 47Q: 3 clusters Score -2225502 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2225521.500000 Penalty: 5099.783203
	Iteration 48Q: 3 clusters Score -2225522 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2225536.750000 Penalty: 5099.783203
	Iteration 49Q: 3 clusters Score -2225537 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2225554.000000 Penalty: 5099.783203
	Iteration 50Q: 3 clusters Score -2225554 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2225562.500000 Penalty: 5099.783203
	Iteration 51Q: 3 clusters Score -2225562 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2225574.750000 Penalty: 5099.783203
	Iteration 52Q: 3 clusters Score -2225575 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2225584.750000 Penalty: 5099.783203
	Iteration 53Q: 3 clusters Score -2225585 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2225599.250000 Penalty: 5099.783203
	Iteration 54Q: 3 clusters Score -2225599 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2225623.500000 Penalty: 5099.783203
	Iteration 55Q: 3 clusters Score -2225624 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2225630.500000 Penalty: 5099.783203
	Iteration 56Q: 3 clusters Score -2225630 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2225645.000000 Penalty: 5099.783203
	Iteration 57Q: 3 clusters Score -2225645 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2225659.250000 Penalty: 5099.783203
	Iteration 58Q: 3 clusters Score -2225659 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2225674.250000 Penalty: 5099.783203
	Iteration 59Q: 3 clusters Score -2225674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2225685.500000 Penalty: 5099.783203
	Iteration 60F: 3 clusters Score -2225686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2225695.750000 Penalty: 5099.783203
	Iteration 61Q: 3 clusters Score -2225696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2225693.500000 Penalty: 5099.783203
	Iteration 62Q: 3 clusters Score -2225694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2225697.750000 Penalty: 5099.783203
	Iteration 63Q: 3 clusters Score -2225698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2225699.000000 Penalty: 5099.783203
	Iteration 64Q: 3 clusters Score -2225699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2225707.000000 Penalty: 5099.783203
	Iteration 65Q: 3 clusters Score -2225707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2225717.000000 Penalty: 5099.783203
	Iteration 66Q: 3 clusters Score -2225717 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2225719.750000 Penalty: 5099.783203
	Iteration 67Q: 3 clusters Score -2225720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2225731.000000 Penalty: 5099.783203
	Iteration 68Q: 3 clusters Score -2225731 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2225730.000000 Penalty: 5099.783203
	Iteration 69Q: 3 clusters Score -2225730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2225741.250000 Penalty: 5099.783203
	Iteration 70Q: 3 clusters Score -2225741 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2225750.250000 Penalty: 5099.783203
	Iteration 71Q: 3 clusters Score -2225750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2225751.500000 Penalty: 5099.783203
	Iteration 72Q: 3 clusters Score -2225752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2225757.000000 Penalty: 5099.783203
	Iteration 73Q: 3 clusters Score -2225757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2225763.750000 Penalty: 5099.783203
	Iteration 74Q: 3 clusters Score -2225764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2225766.250000 Penalty: 5099.783203
	Iteration 75Q: 3 clusters Score -2225766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2225768.500000 Penalty: 5099.783203
	Iteration 76Q: 3 clusters Score -2225768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2225769.000000 Penalty: 5099.783203
	Iteration 77Q: 3 clusters Score -2225769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2225769.000000 Penalty: 5099.783203
	Iteration 78Q: 3 clusters Score -2225769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2225769.250000 Penalty: 5099.783203
	Iteration 79Q: 3 clusters Score -2225769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2225770.500000 Penalty: 5099.783203
	Iteration 80F: 3 clusters Score -2225770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2225770.250000 Penalty: 5099.783203
	Iteration 81Q: 3 clusters Score -2225770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2225770.750000 Penalty: 5099.783203
	Iteration 82Q: 3 clusters Score -2225771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2225769.500000 Penalty: 5099.783203
	Iteration 83Q: 3 clusters Score -2225770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2225772.500000 Penalty: 5099.783203
	Iteration 84Q: 3 clusters Score -2225772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2225774.000000 Penalty: 5099.783203
	Iteration 85Q: 3 clusters Score -2225774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2225776.500000 Penalty: 5099.783203
	Iteration 86Q: 3 clusters Score -2225776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2225778.750000 Penalty: 5099.783203
	Iteration 87Q: 3 clusters Score -2225779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2225777.000000 Penalty: 5099.783203
	Iteration 88Q: 3 clusters Score -2225777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2225777.750000 Penalty: 5099.783203
	Iteration 89Q: 3 clusters Score -2225778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2225777.250000 Penalty: 5099.783203
	Iteration 90Q: 3 clusters Score -2225777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2225776.500000 Penalty: 5099.783203
	Iteration 91Q: 3 clusters Score -2225776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2225775.750000 Penalty: 5099.783203
	Iteration 92Q: 3 clusters Score -2225776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2225775.750000 Penalty: 5099.783203
	Iteration 93F: 3 clusters Score -2225776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -136530.125000 Penalty: 1946.535522
	Iteration 0F: 2 clusters Score -136530.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -133617.390625 Penalty: 3893.071045
	Iteration 0F: 3 clusters Score -133617.4 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -134658.671875 Penalty: 3893.071045
	Iteration 1F: 3 clusters Score -134658.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -135175.640625 Penalty: 3893.071045
	Iteration 2F: 3 clusters Score -135175.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -135442.125000 Penalty: 3893.071045
	Iteration 3F: 3 clusters Score -135442.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -135601.156250 Penalty: 3893.071045
	Iteration 4Q: 3 clusters Score -135601.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -135744.125000 Penalty: 3893.071045
	Iteration 5Q: 3 clusters Score -135744.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -135862.593750 Penalty: 3893.071045
	Iteration 6Q: 3 clusters Score -135862.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -135922.343750 Penalty: 3893.071045
	Iteration 7Q: 3 clusters Score -135922.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -135949.750000 Penalty: 3893.071045
	Iteration 8Q: 3 clusters Score -135949.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -135965.437500 Penalty: 3893.071045
	Iteration 9Q: 3 clusters Score -135965.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -135979.187500 Penalty: 3893.071045
	Iteration 10Q: 3 clusters Score -135979.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -135994.937500 Penalty: 3893.071045
	Iteration 11Q: 3 clusters Score -135994.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -136003.562500 Penalty: 3893.071045
	Iteration 12Q: 3 clusters Score -136003.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -136007.531250 Penalty: 3893.071045
	Iteration 13Q: 3 clusters Score -136007.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -136009.765625 Penalty: 3893.071045
	Iteration 14Q: 3 clusters Score -136009.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -136014.390625 Penalty: 3893.071045
	Iteration 15Q: 3 clusters Score -136014.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -136015.968750 Penalty: 3893.071045
	Iteration 16Q: 3 clusters Score -136016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -136017.453125 Penalty: 3893.071045
	Iteration 17Q: 3 clusters Score -136017.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -136017.750000 Penalty: 3893.071045
	Iteration 18Q: 3 clusters Score -136017.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -136020.625000 Penalty: 3893.071045
	Iteration 19Q: 3 clusters Score -136020.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -136022.531250 Penalty: 3893.071045
	Iteration 20F: 3 clusters Score -136022.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -136023.250000 Penalty: 3893.071045
	Iteration 21Q: 3 clusters Score -136023.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -136024.093750 Penalty: 3893.071045
	Iteration 22Q: 3 clusters Score -136024.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -136024.093750 Penalty: 3893.071045
	Iteration 23F: 3 clusters Score -136024.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Entering Unmasked Estep 
Score: -694627.500000 Penalty: 2274.401855
	Iteration 0F: 2 clusters Score -694627.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -687180.250000 Penalty: 4548.803711
	Iteration 0F: 3 clusters Score -687180.2 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -689440.250000 Penalty: 4548.803711
	Iteration 1F: 3 clusters Score -689440.2 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -689896.125000 Penalty: 4548.803711
	Iteration 2F: 3 clusters Score -689896.1 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -690287.437500 Penalty: 4548.803711
	Iteration 3F: 3 clusters Score -690287.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -690622.500000 Penalty: 4548.803711
	Iteration 4F: 3 clusters Score -690622.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -690885.625000 Penalty: 4548.803711
	Iteration 5F: 3 clusters Score -690885.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -691059.875000 Penalty: 4548.803711
	Iteration 6Q: 3 clusters Score -691059.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -691200.437500 Penalty: 4548.803711
	Iteration 7Q: 3 clusters Score -691200.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -691317.437500 Penalty: 4548.803711
	Iteration 8Q: 3 clusters Score -691317.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -691412.125000 Penalty: 4548.803711
	Iteration 9Q: 3 clusters Score -691412.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -691502.250000 Penalty: 4548.803711
	Iteration 10Q: 3 clusters Score -691502.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -691577.375000 Penalty: 4548.803711
	Iteration 11Q: 3 clusters Score -691577.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -691651.312500 Penalty: 4548.803711
	Iteration 12Q: 3 clusters Score -691651.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -691708.187500 Penalty: 4548.803711
	Iteration 13Q: 3 clusters Score -691708.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -691749.812500 Penalty: 4548.803711
	Iteration 14Q: 3 clusters Score -691749.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -691782.250000 Penalty: 4548.803711
	Iteration 15Q: 3 clusters Score -691782.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -691817.687500 Penalty: 4548.803711
	Iteration 16Q: 3 clusters Score -691817.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -691859.312500 Penalty: 4548.803711
	Iteration 17Q: 3 clusters Score -691859.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -691901.000000 Penalty: 4548.803711
	Iteration 18Q: 3 clusters Score -691901 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -691932.437500 Penalty: 4548.803711
	Iteration 19Q: 3 clusters Score -691932.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -691964.750000 Penalty: 4548.803711
	Iteration 20F: 3 clusters Score -691964.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -692006.062500 Penalty: 4548.803711
	Iteration 21Q: 3 clusters Score -692006.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -692041.812500 Penalty: 4548.803711
	Iteration 22Q: 3 clusters Score -692041.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -692085.437500 Penalty: 4548.803711
	Iteration 23Q: 3 clusters Score -692085.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -692127.062500 Penalty: 4548.803711
	Iteration 24Q: 3 clusters Score -692127.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -692175.750000 Penalty: 4548.803711
	Iteration 25Q: 3 clusters Score -692175.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -692224.062500 Penalty: 4548.803711
	Iteration 26Q: 3 clusters Score -692224.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -692275.750000 Penalty: 4548.803711
	Iteration 27Q: 3 clusters Score -692275.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -692330.375000 Penalty: 4548.803711
	Iteration 28Q: 3 clusters Score -692330.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -692377.000000 Penalty: 4548.803711
	Iteration 29Q: 3 clusters Score -692377 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -692445.312500 Penalty: 4548.803711
	Iteration 30Q: 3 clusters Score -692445.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -692512.000000 Penalty: 4548.803711
	Iteration 31Q: 3 clusters Score -692512 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -692567.250000 Penalty: 4548.803711
	Iteration 32Q: 3 clusters Score -692567.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -692610.687500 Penalty: 4548.803711
	Iteration 33Q: 3 clusters Score -692610.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -692636.437500 Penalty: 4548.803711
	Iteration 34Q: 3 clusters Score -692636.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -692657.187500 Penalty: 4548.803711
	Iteration 35Q: 3 clusters Score -692657.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -692678.625000 Penalty: 4548.803711
	Iteration 36Q: 3 clusters Score -692678.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -692696.187500 Penalty: 4548.803711
	Iteration 37Q: 3 clusters Score -692696.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -692703.625000 Penalty: 4548.803711
	Iteration 38Q: 3 clusters Score -692703.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -692710.250000 Penalty: 4548.803711
	Iteration 39Q: 3 clusters Score -692710.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -692715.250000 Penalty: 4548.803711
	Iteration 40F: 3 clusters Score -692715.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -692723.250000 Penalty: 4548.803711
	Iteration 41Q: 3 clusters Score -692723.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -692729.000000 Penalty: 4548.803711
	Iteration 42Q: 3 clusters Score -692729 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -692736.187500 Penalty: 4548.803711
	Iteration 43Q: 3 clusters Score -692736.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -692744.875000 Penalty: 4548.803711
	Iteration 44Q: 3 clusters Score -692744.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -692750.437500 Penalty: 4548.803711
	Iteration 45Q: 3 clusters Score -692750.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -692753.750000 Penalty: 4548.803711
	Iteration 46Q: 3 clusters Score -692753.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -692755.937500 Penalty: 4548.803711
	Iteration 47Q: 3 clusters Score -692755.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -692756.375000 Penalty: 4548.803711
	Iteration 48Q: 3 clusters Score -692756.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -692757.937500 Penalty: 4548.803711
	Iteration 49Q: 3 clusters Score -692757.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -692757.812500 Penalty: 4548.803711
	Iteration 50Q: 3 clusters Score -692757.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -692761.625000 Penalty: 4548.803711
	Iteration 51Q: 3 clusters Score -692761.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -692763.937500 Penalty: 4548.803711
	Iteration 52Q: 3 clusters Score -692763.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -692766.562500 Penalty: 4548.803711
	Iteration 53Q: 3 clusters Score -692766.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -692767.687500 Penalty: 4548.803711
	Iteration 54Q: 3 clusters Score -692767.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -692768.437500 Penalty: 4548.803711
	Iteration 55Q: 3 clusters Score -692768.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -692768.687500 Penalty: 4548.803711
	Iteration 56Q: 3 clusters Score -692768.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -692770.187500 Penalty: 4548.803711
	Iteration 57Q: 3 clusters Score -692770.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -692769.562500 Penalty: 4548.803711
	Iteration 58Q: 3 clusters Score -692769.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -692769.562500 Penalty: 4548.803711
	Iteration 59F: 3 clusters Score -692769.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Entering Unmasked Estep 
Score: -200854.453125 Penalty: 1987.801270
	Iteration 0F: 2 clusters Score -200854.5 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 1467 members 
Entering Unmasked Estep 
Score: -197557.468750 Penalty: 3975.602539
	Iteration 0F: 3 clusters Score -197557.5 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -198309.093750 Penalty: 3975.602539
	Iteration 1F: 3 clusters Score -198309.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -198520.625000 Penalty: 3975.602539
	Iteration 2F: 3 clusters Score -198520.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -198671.812500 Penalty: 3975.602539
	Iteration 3Q: 3 clusters Score -198671.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -198854.687500 Penalty: 3975.602539
	Iteration 4Q: 3 clusters Score -198854.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -199043.765625 Penalty: 3975.602539
	Iteration 5Q: 3 clusters Score -199043.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -199164.437500 Penalty: 3975.602539
	Iteration 6Q: 3 clusters Score -199164.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -199243.265625 Penalty: 3975.602539
	Iteration 7Q: 3 clusters Score -199243.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -199304.937500 Penalty: 3975.602539
	Iteration 8Q: 3 clusters Score -199304.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -199345.812500 Penalty: 3975.602539
	Iteration 9Q: 3 clusters Score -199345.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -199379.796875 Penalty: 3975.602539
	Iteration 10Q: 3 clusters Score -199379.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -199408.750000 Penalty: 3975.602539
	Iteration 11Q: 3 clusters Score -199408.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -199430.328125 Penalty: 3975.602539
	Iteration 12Q: 3 clusters Score -199430.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -199445.187500 Penalty: 3975.602539
	Iteration 13Q: 3 clusters Score -199445.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -199458.953125 Penalty: 3975.602539
	Iteration 14Q: 3 clusters Score -199459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -199467.546875 Penalty: 3975.602539
	Iteration 15Q: 3 clusters Score -199467.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -199476.578125 Penalty: 3975.602539
	Iteration 16Q: 3 clusters Score -199476.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -199481.765625 Penalty: 3975.602539
	Iteration 17Q: 3 clusters Score -199481.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -199487.671875 Penalty: 3975.602539
	Iteration 18Q: 3 clusters Score -199487.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -199497.000000 Penalty: 3975.602539
	Iteration 19Q: 3 clusters Score -199497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -199503.843750 Penalty: 3975.602539
	Iteration 20F: 3 clusters Score -199503.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -199516.031250 Penalty: 3975.602539
	Iteration 21Q: 3 clusters Score -199516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -199528.968750 Penalty: 3975.602539
	Iteration 22Q: 3 clusters Score -199529 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -199544.187500 Penalty: 3975.602539
	Iteration 23Q: 3 clusters Score -199544.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -199560.593750 Penalty: 3975.602539
	Iteration 24Q: 3 clusters Score -199560.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -199569.875000 Penalty: 3975.602539
	Iteration 25Q: 3 clusters Score -199569.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -199574.703125 Penalty: 3975.602539
	Iteration 26Q: 3 clusters Score -199574.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -199581.406250 Penalty: 3975.602539
	Iteration 27Q: 3 clusters Score -199581.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -199588.500000 Penalty: 3975.602539
	Iteration 28Q: 3 clusters Score -199588.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -199594.406250 Penalty: 3975.602539
	Iteration 29Q: 3 clusters Score -199594.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -199598.187500 Penalty: 3975.602539
	Iteration 30Q: 3 clusters Score -199598.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -199606.968750 Penalty: 3975.602539
	Iteration 31Q: 3 clusters Score -199607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -199612.359375 Penalty: 3975.602539
	Iteration 32Q: 3 clusters Score -199612.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -199619.328125 Penalty: 3975.602539
	Iteration 33Q: 3 clusters Score -199619.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -199624.140625 Penalty: 3975.602539
	Iteration 34Q: 3 clusters Score -199624.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -199628.921875 Penalty: 3975.602539
	Iteration 35Q: 3 clusters Score -199628.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -199631.609375 Penalty: 3975.602539
	Iteration 36Q: 3 clusters Score -199631.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -199634.281250 Penalty: 3975.602539
	Iteration 37Q: 3 clusters Score -199634.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -199636.015625 Penalty: 3975.602539
	Iteration 38Q: 3 clusters Score -199636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -199638.500000 Penalty: 3975.602539
	Iteration 39Q: 3 clusters Score -199638.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -199642.203125 Penalty: 3975.602539
	Iteration 40F: 3 clusters Score -199642.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -199646.046875 Penalty: 3975.602539
	Iteration 41Q: 3 clusters Score -199646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -199648.250000 Penalty: 3975.602539
	Iteration 42Q: 3 clusters Score -199648.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -199651.687500 Penalty: 3975.602539
	Iteration 43Q: 3 clusters Score -199651.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -199658.453125 Penalty: 3975.602539
	Iteration 44Q: 3 clusters Score -199658.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -199668.000000 Penalty: 3975.602539
	Iteration 45Q: 3 clusters Score -199668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -199683.640625 Penalty: 3975.602539
	Iteration 46Q: 3 clusters Score -199683.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -199702.953125 Penalty: 3975.602539
	Iteration 47Q: 3 clusters Score -199703 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -199727.656250 Penalty: 3975.602539
	Iteration 48Q: 3 clusters Score -199727.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -199764.218750 Penalty: 3975.602539
	Iteration 49Q: 3 clusters Score -199764.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -199793.515625 Penalty: 3975.602539
	Iteration 50Q: 3 clusters Score -199793.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -199818.125000 Penalty: 3975.602539
	Iteration 51Q: 3 clusters Score -199818.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -199831.859375 Penalty: 3975.602539
	Iteration 52Q: 3 clusters Score -199831.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -199841.109375 Penalty: 3975.602539
	Iteration 53Q: 3 clusters Score -199841.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -199852.562500 Penalty: 3975.602539
	Iteration 54Q: 3 clusters Score -199852.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -199856.828125 Penalty: 3975.602539
	Iteration 55Q: 3 clusters Score -199856.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -199859.312500 Penalty: 3975.602539
	Iteration 56Q: 3 clusters Score -199859.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -199863.078125 Penalty: 3975.602539
	Iteration 57Q: 3 clusters Score -199863.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -199864.515625 Penalty: 3975.602539
	Iteration 58Q: 3 clusters Score -199864.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -199865.125000 Penalty: 3975.602539
	Iteration 59Q: 3 clusters Score -199865.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -199866.234375 Penalty: 3975.602539
	Iteration 60F: 3 clusters Score -199866.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -199868.625000 Penalty: 3975.602539
	Iteration 61Q: 3 clusters Score -199868.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -199871.593750 Penalty: 3975.602539
	Iteration 62Q: 3 clusters Score -199871.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -199873.250000 Penalty: 3975.602539
	Iteration 63Q: 3 clusters Score -199873.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -199875.046875 Penalty: 3975.602539
	Iteration 64Q: 3 clusters Score -199875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -199879.500000 Penalty: 3975.602539
	Iteration 65Q: 3 clusters Score -199879.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -199882.000000 Penalty: 3975.602539
	Iteration 66Q: 3 clusters Score -199882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -199882.640625 Penalty: 3975.602539
	Iteration 67Q: 3 clusters Score -199882.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -199882.640625 Penalty: 3975.602539
	Iteration 68F: 3 clusters Score -199882.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Entering Unmasked Estep 
Score: -216512.515625 Penalty: 1987.144897
	Iteration 0F: 2 clusters Score -216512.5 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 1526 members 
Entering Unmasked Estep 
Score: -213211.578125 Penalty: 3974.289795
	Iteration 0F: 3 clusters Score -213211.6 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -213930.843750 Penalty: 3974.289795
	Iteration 1F: 3 clusters Score -213930.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -214198.015625 Penalty: 3974.289795
	Iteration 2F: 3 clusters Score -214198 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -214358.718750 Penalty: 3974.289795
	Iteration 3F: 3 clusters Score -214358.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -214470.093750 Penalty: 3974.289795
	Iteration 4Q: 3 clusters Score -214470.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -214529.687500 Penalty: 3974.289795
	Iteration 5Q: 3 clusters Score -214529.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -214575.328125 Penalty: 3974.289795
	Iteration 6Q: 3 clusters Score -214575.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -214625.156250 Penalty: 3974.289795
	Iteration 7Q: 3 clusters Score -214625.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -214674.593750 Penalty: 3974.289795
	Iteration 8Q: 3 clusters Score -214674.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -214715.343750 Penalty: 3974.289795
	Iteration 9Q: 3 clusters Score -214715.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -214756.062500 Penalty: 3974.289795
	Iteration 10Q: 3 clusters Score -214756.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -214800.187500 Penalty: 3974.289795
	Iteration 11Q: 3 clusters Score -214800.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -214847.828125 Penalty: 3974.289795
	Iteration 12Q: 3 clusters Score -214847.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -214901.015625 Penalty: 3974.289795
	Iteration 13Q: 3 clusters Score -214901 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -214947.781250 Penalty: 3974.289795
	Iteration 14Q: 3 clusters Score -214947.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -214993.531250 Penalty: 3974.289795
	Iteration 15Q: 3 clusters Score -214993.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -215025.921875 Penalty: 3974.289795
	Iteration 16Q: 3 clusters Score -215025.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -215065.078125 Penalty: 3974.289795
	Iteration 17Q: 3 clusters Score -215065.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -215103.593750 Penalty: 3974.289795
	Iteration 18Q: 3 clusters Score -215103.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -215141.937500 Penalty: 3974.289795
	Iteration 19Q: 3 clusters Score -215141.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -215171.187500 Penalty: 3974.289795
	Iteration 20F: 3 clusters Score -215171.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -215198.140625 Penalty: 3974.289795
	Iteration 21Q: 3 clusters Score -215198.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -215224.265625 Penalty: 3974.289795
	Iteration 22Q: 3 clusters Score -215224.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -215240.109375 Penalty: 3974.289795
	Iteration 23Q: 3 clusters Score -215240.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -215250.765625 Penalty: 3974.289795
	Iteration 24Q: 3 clusters Score -215250.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -215258.687500 Penalty: 3974.289795
	Iteration 25Q: 3 clusters Score -215258.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -215267.781250 Penalty: 3974.289795
	Iteration 26Q: 3 clusters Score -215267.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -215271.875000 Penalty: 3974.289795
	Iteration 27Q: 3 clusters Score -215271.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -215279.171875 Penalty: 3974.289795
	Iteration 28Q: 3 clusters Score -215279.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -215284.890625 Penalty: 3974.289795
	Iteration 29Q: 3 clusters Score -215284.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -215293.718750 Penalty: 3974.289795
	Iteration 30Q: 3 clusters Score -215293.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -215296.765625 Penalty: 3974.289795
	Iteration 31Q: 3 clusters Score -215296.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -215300.078125 Penalty: 3974.289795
	Iteration 32Q: 3 clusters Score -215300.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -215304.312500 Penalty: 3974.289795
	Iteration 33Q: 3 clusters Score -215304.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -215306.687500 Penalty: 3974.289795
	Iteration 34Q: 3 clusters Score -215306.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -215308.093750 Penalty: 3974.289795
	Iteration 35Q: 3 clusters Score -215308.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -215309.046875 Penalty: 3974.289795
	Iteration 36Q: 3 clusters Score -215309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -215311.078125 Penalty: 3974.289795
	Iteration 37Q: 3 clusters Score -215311.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -215315.015625 Penalty: 3974.289795
	Iteration 38Q: 3 clusters Score -215315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -215320.718750 Penalty: 3974.289795
	Iteration 39Q: 3 clusters Score -215320.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -215322.718750 Penalty: 3974.289795
	Iteration 40F: 3 clusters Score -215322.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -215323.296875 Penalty: 3974.289795
	Iteration 41Q: 3 clusters Score -215323.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -215323.296875 Penalty: 3974.289795
	Iteration 42F: 3 clusters Score -215323.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Entering Unmasked Estep 
Score: -796172.812500 Penalty: 2303.572021
	Iteration 0F: 2 clusters Score -796172.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -787949.562500 Penalty: 4607.144043
	Iteration 0F: 3 clusters Score -787949.6 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -790460.500000 Penalty: 4607.144043
	Iteration 1F: 3 clusters Score -790460.5 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -790810.875000 Penalty: 4607.144043
	Iteration 2F: 3 clusters Score -790810.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -791045.250000 Penalty: 4607.144043
	Iteration 3F: 3 clusters Score -791045.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -791211.125000 Penalty: 4607.144043
	Iteration 4Q: 3 clusters Score -791211.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -791347.125000 Penalty: 4607.144043
	Iteration 5Q: 3 clusters Score -791347.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -791481.937500 Penalty: 4607.144043
	Iteration 6Q: 3 clusters Score -791481.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -791613.562500 Penalty: 4607.144043
	Iteration 7Q: 3 clusters Score -791613.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -791759.562500 Penalty: 4607.144043
	Iteration 8Q: 3 clusters Score -791759.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -791926.312500 Penalty: 4607.144043
	Iteration 9Q: 3 clusters Score -791926.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -792103.937500 Penalty: 4607.144043
	Iteration 10Q: 3 clusters Score -792103.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -792306.000000 Penalty: 4607.144043
	Iteration 11Q: 3 clusters Score -792306 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -792528.875000 Penalty: 4607.144043
	Iteration 12Q: 3 clusters Score -792528.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -792768.187500 Penalty: 4607.144043
	Iteration 13Q: 3 clusters Score -792768.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -792999.375000 Penalty: 4607.144043
	Iteration 14Q: 3 clusters Score -792999.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -793255.312500 Penalty: 4607.144043
	Iteration 15Q: 3 clusters Score -793255.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -793466.937500 Penalty: 4607.144043
	Iteration 16Q: 3 clusters Score -793466.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -793634.000000 Penalty: 4607.144043
	Iteration 17Q: 3 clusters Score -793634 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -793758.625000 Penalty: 4607.144043
	Iteration 18Q: 3 clusters Score -793758.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -793861.937500 Penalty: 4607.144043
	Iteration 19Q: 3 clusters Score -793861.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -793946.187500 Penalty: 4607.144043
	Iteration 20F: 3 clusters Score -793946.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -794021.062500 Penalty: 4607.144043
	Iteration 21Q: 3 clusters Score -794021.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -794086.625000 Penalty: 4607.144043
	Iteration 22Q: 3 clusters Score -794086.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -794130.062500 Penalty: 4607.144043
	Iteration 23Q: 3 clusters Score -794130.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -794158.812500 Penalty: 4607.144043
	Iteration 24Q: 3 clusters Score -794158.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -794192.000000 Penalty: 4607.144043
	Iteration 25Q: 3 clusters Score -794192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -794215.750000 Penalty: 4607.144043
	Iteration 26Q: 3 clusters Score -794215.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -794231.812500 Penalty: 4607.144043
	Iteration 27Q: 3 clusters Score -794231.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -794239.812500 Penalty: 4607.144043
	Iteration 28Q: 3 clusters Score -794239.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -794249.437500 Penalty: 4607.144043
	Iteration 29Q: 3 clusters Score -794249.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -794255.250000 Penalty: 4607.144043
	Iteration 30Q: 3 clusters Score -794255.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -794265.562500 Penalty: 4607.144043
	Iteration 31Q: 3 clusters Score -794265.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -794270.500000 Penalty: 4607.144043
	Iteration 32Q: 3 clusters Score -794270.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -794275.375000 Penalty: 4607.144043
	Iteration 33Q: 3 clusters Score -794275.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -794276.937500 Penalty: 4607.144043
	Iteration 34Q: 3 clusters Score -794276.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -794279.687500 Penalty: 4607.144043
	Iteration 35Q: 3 clusters Score -794279.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -794281.687500 Penalty: 4607.144043
	Iteration 36Q: 3 clusters Score -794281.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -794284.562500 Penalty: 4607.144043
	Iteration 37Q: 3 clusters Score -794284.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -794289.187500 Penalty: 4607.144043
	Iteration 38Q: 3 clusters Score -794289.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -794295.250000 Penalty: 4607.144043
	Iteration 39Q: 3 clusters Score -794295.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -794297.250000 Penalty: 4607.144043
	Iteration 40F: 3 clusters Score -794297.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -794298.937500 Penalty: 4607.144043
	Iteration 41Q: 3 clusters Score -794298.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -794304.437500 Penalty: 4607.144043
	Iteration 42Q: 3 clusters Score -794304.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -794304.500000 Penalty: 4607.144043
	Iteration 43Q: 3 clusters Score -794304.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -794304.500000 Penalty: 4607.144043
	Iteration 44F: 3 clusters Score -794304.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -447096.625000 Penalty: 2158.922119
	Iteration 0F: 2 clusters Score -447096.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -441927.125000 Penalty: 4317.844238
	Iteration 0F: 3 clusters Score -441927.1 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -443199.718750 Penalty: 4317.844238
	Iteration 1F: 3 clusters Score -443199.7 nChanged 459
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: -443447.250000 Penalty: 4317.844238
	Iteration 2F: 3 clusters Score -443447.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -443585.281250 Penalty: 4317.844238
	Iteration 3F: 3 clusters Score -443585.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -443679.843750 Penalty: 4317.844238
	Iteration 4Q: 3 clusters Score -443679.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -443752.531250 Penalty: 4317.844238
	Iteration 5Q: 3 clusters Score -443752.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -443803.593750 Penalty: 4317.844238
	Iteration 6Q: 3 clusters Score -443803.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -443845.156250 Penalty: 4317.844238
	Iteration 7Q: 3 clusters Score -443845.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -443881.500000 Penalty: 4317.844238
	Iteration 8Q: 3 clusters Score -443881.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -443914.968750 Penalty: 4317.844238
	Iteration 9Q: 3 clusters Score -443915 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -443949.593750 Penalty: 4317.844238
	Iteration 10Q: 3 clusters Score -443949.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -443977.281250 Penalty: 4317.844238
	Iteration 11Q: 3 clusters Score -443977.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -444003.125000 Penalty: 4317.844238
	Iteration 12Q: 3 clusters Score -444003.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -444029.468750 Penalty: 4317.844238
	Iteration 13Q: 3 clusters Score -444029.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -444048.093750 Penalty: 4317.844238
	Iteration 14Q: 3 clusters Score -444048.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -444066.968750 Penalty: 4317.844238
	Iteration 15Q: 3 clusters Score -444067 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -444086.437500 Penalty: 4317.844238
	Iteration 16Q: 3 clusters Score -444086.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -444100.625000 Penalty: 4317.844238
	Iteration 17Q: 3 clusters Score -444100.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -444117.437500 Penalty: 4317.844238
	Iteration 18Q: 3 clusters Score -444117.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -444139.812500 Penalty: 4317.844238
	Iteration 19Q: 3 clusters Score -444139.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -444164.500000 Penalty: 4317.844238
	Iteration 20F: 3 clusters Score -444164.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -444189.593750 Penalty: 4317.844238
	Iteration 21Q: 3 clusters Score -444189.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -444223.656250 Penalty: 4317.844238
	Iteration 22Q: 3 clusters Score -444223.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -444260.531250 Penalty: 4317.844238
	Iteration 23Q: 3 clusters Score -444260.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -444301.343750 Penalty: 4317.844238
	Iteration 24Q: 3 clusters Score -444301.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -444343.531250 Penalty: 4317.844238
	Iteration 25Q: 3 clusters Score -444343.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -444377.468750 Penalty: 4317.844238
	Iteration 26Q: 3 clusters Score -444377.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -444407.875000 Penalty: 4317.844238
	Iteration 27Q: 3 clusters Score -444407.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -444442.812500 Penalty: 4317.844238
	Iteration 28Q: 3 clusters Score -444442.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -444483.125000 Penalty: 4317.844238
	Iteration 29Q: 3 clusters Score -444483.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -444525.093750 Penalty: 4317.844238
	Iteration 30Q: 3 clusters Score -444525.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -444575.750000 Penalty: 4317.844238
	Iteration 31Q: 3 clusters Score -444575.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -444636.343750 Penalty: 4317.844238
	Iteration 32Q: 3 clusters Score -444636.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -444705.281250 Penalty: 4317.844238
	Iteration 33Q: 3 clusters Score -444705.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -444784.375000 Penalty: 4317.844238
	Iteration 34Q: 3 clusters Score -444784.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -444877.187500 Penalty: 4317.844238
	Iteration 35Q: 3 clusters Score -444877.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -444993.500000 Penalty: 4317.844238
	Iteration 36Q: 3 clusters Score -444993.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -445086.125000 Penalty: 4317.844238
	Iteration 37Q: 3 clusters Score -445086.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -445170.218750 Penalty: 4317.844238
	Iteration 38Q: 3 clusters Score -445170.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -445236.625000 Penalty: 4317.844238
	Iteration 39Q: 3 clusters Score -445236.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -445292.750000 Penalty: 4317.844238
	Iteration 40F: 3 clusters Score -445292.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -445327.281250 Penalty: 4317.844238
	Iteration 41Q: 3 clusters Score -445327.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -445352.843750 Penalty: 4317.844238
	Iteration 42Q: 3 clusters Score -445352.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -445368.062500 Penalty: 4317.844238
	Iteration 43Q: 3 clusters Score -445368.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -445385.218750 Penalty: 4317.844238
	Iteration 44Q: 3 clusters Score -445385.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -445393.531250 Penalty: 4317.844238
	Iteration 45Q: 3 clusters Score -445393.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -445397.125000 Penalty: 4317.844238
	Iteration 46Q: 3 clusters Score -445397.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -445399.687500 Penalty: 4317.844238
	Iteration 47Q: 3 clusters Score -445399.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -445402.031250 Penalty: 4317.844238
	Iteration 48Q: 3 clusters Score -445402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -445402.968750 Penalty: 4317.844238
	Iteration 49Q: 3 clusters Score -445403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -445406.625000 Penalty: 4317.844238
	Iteration 50Q: 3 clusters Score -445406.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -445407.968750 Penalty: 4317.844238
	Iteration 51Q: 3 clusters Score -445408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -445410.531250 Penalty: 4317.844238
	Iteration 52Q: 3 clusters Score -445410.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -445414.468750 Penalty: 4317.844238
	Iteration 53Q: 3 clusters Score -445414.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -445417.250000 Penalty: 4317.844238
	Iteration 54Q: 3 clusters Score -445417.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -445418.937500 Penalty: 4317.844238
	Iteration 55Q: 3 clusters Score -445418.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -445419.812500 Penalty: 4317.844238
	Iteration 56Q: 3 clusters Score -445419.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -445423.093750 Penalty: 4317.844238
	Iteration 57Q: 3 clusters Score -445423.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -445425.468750 Penalty: 4317.844238
	Iteration 58Q: 3 clusters Score -445425.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -445426.687500 Penalty: 4317.844238
	Iteration 59Q: 3 clusters Score -445426.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -445428.906250 Penalty: 4317.844238
	Iteration 60F: 3 clusters Score -445428.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -445428.000000 Penalty: 4317.844238
	Iteration 61Q: 3 clusters Score -445428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -445428.812500 Penalty: 4317.844238
	Iteration 62Q: 3 clusters Score -445428.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -445429.468750 Penalty: 4317.844238
	Iteration 63Q: 3 clusters Score -445429.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -445429.468750 Penalty: 4317.844238
	Iteration 64F: 3 clusters Score -445429.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Entering Unmasked Estep 
Score: -177528.906250 Penalty: 1947.886475
	Iteration 0F: 2 clusters Score -177528.9 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 1306 members 
Entering Unmasked Estep 
Score: -174540.000000 Penalty: 3895.772949
	Iteration 0F: 3 clusters Score -174540 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -175444.203125 Penalty: 3895.772949
	Iteration 1F: 3 clusters Score -175444.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -176008.593750 Penalty: 3895.772949
	Iteration 2F: 3 clusters Score -176008.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -176379.625000 Penalty: 3895.772949
	Iteration 3F: 3 clusters Score -176379.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -176514.484375 Penalty: 3895.772949
	Iteration 4Q: 3 clusters Score -176514.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -176571.640625 Penalty: 3895.772949
	Iteration 5Q: 3 clusters Score -176571.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -176606.687500 Penalty: 3895.772949
	Iteration 6Q: 3 clusters Score -176606.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -176632.703125 Penalty: 3895.772949
	Iteration 7Q: 3 clusters Score -176632.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -176664.484375 Penalty: 3895.772949
	Iteration 8Q: 3 clusters Score -176664.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -176702.234375 Penalty: 3895.772949
	Iteration 9Q: 3 clusters Score -176702.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -176747.968750 Penalty: 3895.772949
	Iteration 10Q: 3 clusters Score -176748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -176788.984375 Penalty: 3895.772949
	Iteration 11Q: 3 clusters Score -176789 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -176825.156250 Penalty: 3895.772949
	Iteration 12Q: 3 clusters Score -176825.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -176858.484375 Penalty: 3895.772949
	Iteration 13Q: 3 clusters Score -176858.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -176884.609375 Penalty: 3895.772949
	Iteration 14Q: 3 clusters Score -176884.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -176902.343750 Penalty: 3895.772949
	Iteration 15Q: 3 clusters Score -176902.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -176924.609375 Penalty: 3895.772949
	Iteration 16Q: 3 clusters Score -176924.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -176950.062500 Penalty: 3895.772949
	Iteration 17Q: 3 clusters Score -176950.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -176968.281250 Penalty: 3895.772949
	Iteration 18Q: 3 clusters Score -176968.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -176988.687500 Penalty: 3895.772949
	Iteration 19Q: 3 clusters Score -176988.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -177008.609375 Penalty: 3895.772949
	Iteration 20F: 3 clusters Score -177008.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -177031.406250 Penalty: 3895.772949
	Iteration 21Q: 3 clusters Score -177031.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -177060.546875 Penalty: 3895.772949
	Iteration 22Q: 3 clusters Score -177060.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -177083.078125 Penalty: 3895.772949
	Iteration 23Q: 3 clusters Score -177083.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -177102.250000 Penalty: 3895.772949
	Iteration 24Q: 3 clusters Score -177102.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -177117.796875 Penalty: 3895.772949
	Iteration 25Q: 3 clusters Score -177117.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -177133.875000 Penalty: 3895.772949
	Iteration 26Q: 3 clusters Score -177133.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -177148.578125 Penalty: 3895.772949
	Iteration 27Q: 3 clusters Score -177148.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -177158.500000 Penalty: 3895.772949
	Iteration 28Q: 3 clusters Score -177158.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -177166.765625 Penalty: 3895.772949
	Iteration 29Q: 3 clusters Score -177166.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -177175.890625 Penalty: 3895.772949
	Iteration 30Q: 3 clusters Score -177175.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -177181.890625 Penalty: 3895.772949
	Iteration 31Q: 3 clusters Score -177181.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -177183.046875 Penalty: 3895.772949
	Iteration 32Q: 3 clusters Score -177183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -177184.796875 Penalty: 3895.772949
	Iteration 33Q: 3 clusters Score -177184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -177186.359375 Penalty: 3895.772949
	Iteration 34Q: 3 clusters Score -177186.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -177188.484375 Penalty: 3895.772949
	Iteration 35Q: 3 clusters Score -177188.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -177190.484375 Penalty: 3895.772949
	Iteration 36Q: 3 clusters Score -177190.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -177190.484375 Penalty: 3895.772949
	Iteration 37F: 3 clusters Score -177190.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -141806.359375 Penalty: 1877.980713
	Iteration 0F: 2 clusters Score -141806.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -139206.921875 Penalty: 3755.961426
	Iteration 0F: 3 clusters Score -139206.9 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -139641.640625 Penalty: 3755.961426
	Iteration 1F: 3 clusters Score -139641.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -139755.937500 Penalty: 3755.961426
	Iteration 2F: 3 clusters Score -139755.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -139813.937500 Penalty: 3755.961426
	Iteration 3Q: 3 clusters Score -139813.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -139842.562500 Penalty: 3755.961426
	Iteration 4Q: 3 clusters Score -139842.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -139862.984375 Penalty: 3755.961426
	Iteration 5Q: 3 clusters Score -139863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -139877.250000 Penalty: 3755.961426
	Iteration 6Q: 3 clusters Score -139877.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -139888.578125 Penalty: 3755.961426
	Iteration 7Q: 3 clusters Score -139888.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -139895.718750 Penalty: 3755.961426
	Iteration 8Q: 3 clusters Score -139895.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -139906.125000 Penalty: 3755.961426
	Iteration 9Q: 3 clusters Score -139906.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -139913.593750 Penalty: 3755.961426
	Iteration 10Q: 3 clusters Score -139913.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -139916.312500 Penalty: 3755.961426
	Iteration 11Q: 3 clusters Score -139916.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -139919.750000 Penalty: 3755.961426
	Iteration 12Q: 3 clusters Score -139919.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -139922.281250 Penalty: 3755.961426
	Iteration 13Q: 3 clusters Score -139922.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -139925.515625 Penalty: 3755.961426
	Iteration 14Q: 3 clusters Score -139925.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -139929.234375 Penalty: 3755.961426
	Iteration 15Q: 3 clusters Score -139929.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -139933.515625 Penalty: 3755.961426
	Iteration 16Q: 3 clusters Score -139933.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -139934.265625 Penalty: 3755.961426
	Iteration 17Q: 3 clusters Score -139934.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -139935.875000 Penalty: 3755.961426
	Iteration 18Q: 3 clusters Score -139935.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -139936.125000 Penalty: 3755.961426
	Iteration 19Q: 3 clusters Score -139936.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -139936.125000 Penalty: 3755.961426
	Iteration 20F: 3 clusters Score -139936.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Entering Unmasked Estep 
Score: -110866.039062 Penalty: 1836.562866
	Iteration 0F: 2 clusters Score -110866 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 842 members 
Entering Unmasked Estep 
Score: -108451.046875 Penalty: 3673.125732
	Iteration 0F: 3 clusters Score -108451 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -108868.593750 Penalty: 3673.125732
	Iteration 1F: 3 clusters Score -108868.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -108970.406250 Penalty: 3673.125732
	Iteration 2F: 3 clusters Score -108970.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -109021.078125 Penalty: 3673.125732
	Iteration 3Q: 3 clusters Score -109021.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -109058.492188 Penalty: 3673.125732
	Iteration 4Q: 3 clusters Score -109058.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -109094.421875 Penalty: 3673.125732
	Iteration 5Q: 3 clusters Score -109094.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -109121.859375 Penalty: 3673.125732
	Iteration 6Q: 3 clusters Score -109121.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -109143.414062 Penalty: 3673.125732
	Iteration 7Q: 3 clusters Score -109143.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -109160.179688 Penalty: 3673.125732
	Iteration 8Q: 3 clusters Score -109160.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -109178.210938 Penalty: 3673.125732
	Iteration 9Q: 3 clusters Score -109178.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -109186.734375 Penalty: 3673.125732
	Iteration 10Q: 3 clusters Score -109186.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -109193.976562 Penalty: 3673.125732
	Iteration 11Q: 3 clusters Score -109194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -109201.570312 Penalty: 3673.125732
	Iteration 12Q: 3 clusters Score -109201.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -109207.726562 Penalty: 3673.125732
	Iteration 13Q: 3 clusters Score -109207.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -109212.250000 Penalty: 3673.125732
	Iteration 14Q: 3 clusters Score -109212.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -109216.125000 Penalty: 3673.125732
	Iteration 15Q: 3 clusters Score -109216.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -109218.773438 Penalty: 3673.125732
	Iteration 16Q: 3 clusters Score -109218.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -109225.593750 Penalty: 3673.125732
	Iteration 17Q: 3 clusters Score -109225.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -109231.242188 Penalty: 3673.125732
	Iteration 18Q: 3 clusters Score -109231.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -109235.109375 Penalty: 3673.125732
	Iteration 19Q: 3 clusters Score -109235.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -109240.835938 Penalty: 3673.125732
	Iteration 20F: 3 clusters Score -109240.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -109247.281250 Penalty: 3673.125732
	Iteration 21Q: 3 clusters Score -109247.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -109253.320312 Penalty: 3673.125732
	Iteration 22Q: 3 clusters Score -109253.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -109258.078125 Penalty: 3673.125732
	Iteration 23Q: 3 clusters Score -109258.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -109261.390625 Penalty: 3673.125732
	Iteration 24Q: 3 clusters Score -109261.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -109264.734375 Penalty: 3673.125732
	Iteration 25Q: 3 clusters Score -109264.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -109266.562500 Penalty: 3673.125732
	Iteration 26Q: 3 clusters Score -109266.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -109270.546875 Penalty: 3673.125732
	Iteration 27Q: 3 clusters Score -109270.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -109275.007812 Penalty: 3673.125732
	Iteration 28Q: 3 clusters Score -109275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -109276.210938 Penalty: 3673.125732
	Iteration 29Q: 3 clusters Score -109276.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -109276.828125 Penalty: 3673.125732
	Iteration 30Q: 3 clusters Score -109276.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -109279.062500 Penalty: 3673.125732
	Iteration 31Q: 3 clusters Score -109279.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -109280.718750 Penalty: 3673.125732
	Iteration 32Q: 3 clusters Score -109280.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -109281.507812 Penalty: 3673.125732
	Iteration 33Q: 3 clusters Score -109281.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -109282.242188 Penalty: 3673.125732
	Iteration 34Q: 3 clusters Score -109282.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -109282.726562 Penalty: 3673.125732
	Iteration 35Q: 3 clusters Score -109282.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -109282.726562 Penalty: 3673.125732
	Iteration 36F: 3 clusters Score -109282.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -187417.546875 Penalty: 1956.678833
	Iteration 0F: 2 clusters Score -187417.5 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 1347 members 
Entering Unmasked Estep 
Score: -184382.750000 Penalty: 3913.357666
	Iteration 0F: 3 clusters Score -184382.8 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -184996.671875 Penalty: 3913.357666
	Iteration 1F: 3 clusters Score -184996.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -185148.328125 Penalty: 3913.357666
	Iteration 2F: 3 clusters Score -185148.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -185267.812500 Penalty: 3913.357666
	Iteration 3Q: 3 clusters Score -185267.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -185400.312500 Penalty: 3913.357666
	Iteration 4Q: 3 clusters Score -185400.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -185550.953125 Penalty: 3913.357666
	Iteration 5Q: 3 clusters Score -185551 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -185720.890625 Penalty: 3913.357666
	Iteration 6Q: 3 clusters Score -185720.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -185867.421875 Penalty: 3913.357666
	Iteration 7Q: 3 clusters Score -185867.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -185971.921875 Penalty: 3913.357666
	Iteration 8Q: 3 clusters Score -185971.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -186050.218750 Penalty: 3913.357666
	Iteration 9Q: 3 clusters Score -186050.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -186103.859375 Penalty: 3913.357666
	Iteration 10Q: 3 clusters Score -186103.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -186157.062500 Penalty: 3913.357666
	Iteration 11Q: 3 clusters Score -186157.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -186207.000000 Penalty: 3913.357666
	Iteration 12Q: 3 clusters Score -186207 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -186251.156250 Penalty: 3913.357666
	Iteration 13Q: 3 clusters Score -186251.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -186288.109375 Penalty: 3913.357666
	Iteration 14Q: 3 clusters Score -186288.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -186327.046875 Penalty: 3913.357666
	Iteration 15Q: 3 clusters Score -186327 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -186355.328125 Penalty: 3913.357666
	Iteration 16Q: 3 clusters Score -186355.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -186384.515625 Penalty: 3913.357666
	Iteration 17Q: 3 clusters Score -186384.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -186411.078125 Penalty: 3913.357666
	Iteration 18Q: 3 clusters Score -186411.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -186430.312500 Penalty: 3913.357666
	Iteration 19Q: 3 clusters Score -186430.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -186449.187500 Penalty: 3913.357666
	Iteration 20F: 3 clusters Score -186449.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -186457.218750 Penalty: 3913.357666
	Iteration 21Q: 3 clusters Score -186457.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -186460.203125 Penalty: 3913.357666
	Iteration 22Q: 3 clusters Score -186460.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -186462.656250 Penalty: 3913.357666
	Iteration 23Q: 3 clusters Score -186462.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -186467.093750 Penalty: 3913.357666
	Iteration 24Q: 3 clusters Score -186467.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -186468.687500 Penalty: 3913.357666
	Iteration 25Q: 3 clusters Score -186468.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -186469.406250 Penalty: 3913.357666
	Iteration 26Q: 3 clusters Score -186469.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -186470.203125 Penalty: 3913.357666
	Iteration 27Q: 3 clusters Score -186470.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -186470.203125 Penalty: 3913.357666
	Iteration 28F: 3 clusters Score -186470.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 207635 members 
Mstep: Class 3 contains 57606 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 216810 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 80931 members 
Mstep: Class 10 contains 355648 members 
Mstep: Class 11 contains 38588 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130141 members 
Mstep: Class 17 contains 24331 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10858 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 1900 members 
Mstep: Class 29 contains 35391 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1867 members 
Mstep: Class 34 contains 29197 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 9614 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6035 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1645 members 
Mstep: Class 44 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302064.000000 Penalty: 158063.093750
Iteration 430F: 46 clusters Score -1.023021e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 207635 members 
Mstep: Class 3 contains 57606 members 
Mstep: Class 4 contains 6546 members 
Mstep: Class 5 contains 216810 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1316 members 
Mstep: Class 9 contains 80931 members 
Mstep: Class 10 contains 355648 members 
Mstep: Class 11 contains 38588 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4947 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130141 members 
Mstep: Class 17 contains 24331 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10856 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12818 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 1926 members 
Mstep: Class 29 contains 35391 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 29197 members 
Mstep: Class 35 contains 2539 members 
Mstep: Class 36 contains 9528 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10814 members 
Mstep: Class 40 contains 6036 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1578 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302208.000000 Penalty: 158063.093750
Iteration 431Q: 46 clusters Score -1.023022e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 207635 members 
Mstep: Class 3 contains 57607 members 
Mstep: Class 4 contains 6545 members 
Mstep: Class 5 contains 216810 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1316 members 
Mstep: Class 9 contains 80929 members 
Mstep: Class 10 contains 355649 members 
Mstep: Class 11 contains 38588 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4948 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130141 members 
Mstep: Class 17 contains 24330 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2643 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10852 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12817 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 1956 members 
Mstep: Class 29 contains 35391 members 
Mstep: Class 30 contains 9545 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 29197 members 
Mstep: Class 35 contains 2514 members 
Mstep: Class 36 contains 9510 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10816 members 
Mstep: Class 40 contains 6036 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1549 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302296.000000 Penalty: 158063.093750
Iteration 432Q: 46 clusters Score -1.023023e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 207635 members 
Mstep: Class 3 contains 57608 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 216810 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4697 members 
Mstep: Class 8 contains 1316 members 
Mstep: Class 9 contains 80927 members 
Mstep: Class 10 contains 355648 members 
Mstep: Class 11 contains 38588 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4949 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130141 members 
Mstep: Class 17 contains 24326 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2641 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10849 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12816 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 1988 members 
Mstep: Class 29 contains 35391 members 
Mstep: Class 30 contains 9546 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 29197 members 
Mstep: Class 35 contains 2493 members 
Mstep: Class 36 contains 9510 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10817 members 
Mstep: Class 40 contains 6036 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1522 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302360.000000 Penalty: 158063.093750
Iteration 433Q: 46 clusters Score -1.023024e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 207635 members 
Mstep: Class 3 contains 57606 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 216810 members 
Mstep: Class 6 contains 9688 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1316 members 
Mstep: Class 9 contains 80928 members 
Mstep: Class 10 contains 355647 members 
Mstep: Class 11 contains 38588 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 4950 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130141 members 
Mstep: Class 17 contains 24326 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2641 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10840 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12816 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2008 members 
Mstep: Class 29 contains 35391 members 
Mstep: Class 30 contains 9546 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 29197 members 
Mstep: Class 35 contains 2482 members 
Mstep: Class 36 contains 9510 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10817 members 
Mstep: Class 40 contains 6036 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1500 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302416.000000 Penalty: 158063.093750
Iteration 434Q: 46 clusters Score -1.023024e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 207635 members 
Mstep: Class 3 contains 57607 members 
Mstep: Class 4 contains 6542 members 
Mstep: Class 5 contains 216809 members 
Mstep: Class 6 contains 9687 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1316 members 
Mstep: Class 9 contains 80928 members 
Mstep: Class 10 contains 355647 members 
Mstep: Class 11 contains 38589 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 4950 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130139 members 
Mstep: Class 17 contains 24331 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2640 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10835 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12816 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2027 members 
Mstep: Class 29 contains 35391 members 
Mstep: Class 30 contains 9546 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 29197 members 
Mstep: Class 35 contains 2477 members 
Mstep: Class 36 contains 9507 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 10817 members 
Mstep: Class 40 contains 6036 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1481 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302352.000000 Penalty: 158063.093750
Iteration 435Q: 46 clusters Score -1.023024e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 207635 members 
Mstep: Class 3 contains 57607 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 216808 members 
Mstep: Class 6 contains 9687 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 1316 members 
Mstep: Class 9 contains 80930 members 
Mstep: Class 10 contains 355646 members 
Mstep: Class 11 contains 38589 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 4950 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130139 members 
Mstep: Class 17 contains 24333 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2640 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10833 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12816 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2055 members 
Mstep: Class 29 contains 35392 members 
Mstep: Class 30 contains 9546 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2468 members 
Mstep: Class 36 contains 9504 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10817 members 
Mstep: Class 40 contains 6036 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1457 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302560.000000 Penalty: 158063.093750
Iteration 436Q: 46 clusters Score -1.023026e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 207636 members 
Mstep: Class 3 contains 57606 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 216809 members 
Mstep: Class 6 contains 9687 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1316 members 
Mstep: Class 9 contains 80931 members 
Mstep: Class 10 contains 355646 members 
Mstep: Class 11 contains 38589 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4951 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130139 members 
Mstep: Class 17 contains 24333 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2639 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10830 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12816 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2076 members 
Mstep: Class 29 contains 35392 members 
Mstep: Class 30 contains 9548 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2459 members 
Mstep: Class 36 contains 9504 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10817 members 
Mstep: Class 40 contains 6036 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1442 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302512.000000 Penalty: 158063.093750
Iteration 437Q: 46 clusters Score -1.023025e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 207636 members 
Mstep: Class 3 contains 57605 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 216811 members 
Mstep: Class 6 contains 9687 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1316 members 
Mstep: Class 9 contains 80928 members 
Mstep: Class 10 contains 355642 members 
Mstep: Class 11 contains 38589 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4953 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130140 members 
Mstep: Class 17 contains 24333 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2638 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10828 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12816 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2094 members 
Mstep: Class 29 contains 35393 members 
Mstep: Class 30 contains 9549 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1865 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2452 members 
Mstep: Class 36 contains 9505 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10817 members 
Mstep: Class 40 contains 6036 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1432 members 
Mstep: Class 44 contains 2671 members 
Mstep: Class 45 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302592.000000 Penalty: 158063.093750
Iteration 438Q: 46 clusters Score -1.023026e+08 nChanged 50
Entering ConstructFrom: 
Score: -102302592.000000 Penalty: 158063.093750
Entering ConstructFrom: 
Trying to split cluster 1 (18390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Entering Unmasked Estep 
Score: -1207112.125000 Penalty: 2435.251465
	Iteration 0F: 2 clusters Score -1207112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1194068.125000 Penalty: 4870.502930
	Iteration 0F: 3 clusters Score -1194068 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1198890.750000 Penalty: 4870.502930
	Iteration 1F: 3 clusters Score -1198891 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1199663.750000 Penalty: 4870.502930
	Iteration 2F: 3 clusters Score -1199664 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1200402.375000 Penalty: 4870.502930
	Iteration 3F: 3 clusters Score -1200402 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1201054.125000 Penalty: 4870.502930
	Iteration 4F: 3 clusters Score -1201054 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1201643.500000 Penalty: 4870.502930
	Iteration 5F: 3 clusters Score -1201644 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1202148.625000 Penalty: 4870.502930
	Iteration 6Q: 3 clusters Score -1202149 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1202542.375000 Penalty: 4870.502930
	Iteration 7Q: 3 clusters Score -1202542 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1202856.750000 Penalty: 4870.502930
	Iteration 8Q: 3 clusters Score -1202857 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1203122.750000 Penalty: 4870.502930
	Iteration 9Q: 3 clusters Score -1203123 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1203321.625000 Penalty: 4870.502930
	Iteration 10Q: 3 clusters Score -1203322 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1203493.000000 Penalty: 4870.502930
	Iteration 11Q: 3 clusters Score -1203493 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1203634.000000 Penalty: 4870.502930
	Iteration 12Q: 3 clusters Score -1203634 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1203750.125000 Penalty: 4870.502930
	Iteration 13Q: 3 clusters Score -1203750 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1203834.625000 Penalty: 4870.502930
	Iteration 14Q: 3 clusters Score -1203835 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1203907.000000 Penalty: 4870.502930
	Iteration 15Q: 3 clusters Score -1203907 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1203966.625000 Penalty: 4870.502930
	Iteration 16Q: 3 clusters Score -1203967 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1204008.125000 Penalty: 4870.502930
	Iteration 17Q: 3 clusters Score -1204008 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1204041.250000 Penalty: 4870.502930
	Iteration 18Q: 3 clusters Score -1204041 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1204061.125000 Penalty: 4870.502930
	Iteration 19Q: 3 clusters Score -1204061 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1204076.875000 Penalty: 4870.502930
	Iteration 20F: 3 clusters Score -1204077 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1204089.625000 Penalty: 4870.502930
	Iteration 21Q: 3 clusters Score -1204090 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1204100.875000 Penalty: 4870.502930
	Iteration 22Q: 3 clusters Score -1204101 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1204111.500000 Penalty: 4870.502930
	Iteration 23Q: 3 clusters Score -1204112 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1204123.500000 Penalty: 4870.502930
	Iteration 24Q: 3 clusters Score -1204124 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1204129.125000 Penalty: 4870.502930
	Iteration 25Q: 3 clusters Score -1204129 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1204136.875000 Penalty: 4870.502930
	Iteration 26Q: 3 clusters Score -1204137 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1204142.500000 Penalty: 4870.502930
	Iteration 27Q: 3 clusters Score -1204142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1204150.000000 Penalty: 4870.502930
	Iteration 28Q: 3 clusters Score -1204150 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1204158.250000 Penalty: 4870.502930
	Iteration 29Q: 3 clusters Score -1204158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1204169.625000 Penalty: 4870.502930
	Iteration 30Q: 3 clusters Score -1204170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1204167.625000 Penalty: 4870.502930
	Iteration 31Q: 3 clusters Score -1204168 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1204177.250000 Penalty: 4870.502930
	Iteration 32Q: 3 clusters Score -1204177 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1204179.875000 Penalty: 4870.502930
	Iteration 33Q: 3 clusters Score -1204180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1204183.000000 Penalty: 4870.502930
	Iteration 34Q: 3 clusters Score -1204183 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1204192.750000 Penalty: 4870.502930
	Iteration 35Q: 3 clusters Score -1204193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1204197.125000 Penalty: 4870.502930
	Iteration 36Q: 3 clusters Score -1204197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1204201.750000 Penalty: 4870.502930
	Iteration 37Q: 3 clusters Score -1204202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1204200.375000 Penalty: 4870.502930
	Iteration 38Q: 3 clusters Score -1204200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1204202.375000 Penalty: 4870.502930
	Iteration 39Q: 3 clusters Score -1204202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1204203.250000 Penalty: 4870.502930
	Iteration 40F: 3 clusters Score -1204203 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1204206.500000 Penalty: 4870.502930
	Iteration 41Q: 3 clusters Score -1204206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1204210.625000 Penalty: 4870.502930
	Iteration 42Q: 3 clusters Score -1204211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1204211.000000 Penalty: 4870.502930
	Iteration 43Q: 3 clusters Score -1204211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1204210.375000 Penalty: 4870.502930
	Iteration 44Q: 3 clusters Score -1204210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1204213.500000 Penalty: 4870.502930
	Iteration 45Q: 3 clusters Score -1204214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1204215.125000 Penalty: 4870.502930
	Iteration 46Q: 3 clusters Score -1204215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1204217.125000 Penalty: 4870.502930
	Iteration 47Q: 3 clusters Score -1204217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1204213.875000 Penalty: 4870.502930
	Iteration 48Q: 3 clusters Score -1204214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1204216.375000 Penalty: 4870.502930
	Iteration 49Q: 3 clusters Score -1204216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1204222.000000 Penalty: 4870.502930
	Iteration 50Q: 3 clusters Score -1204222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1204223.125000 Penalty: 4870.502930
	Iteration 51Q: 3 clusters Score -1204223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1204224.625000 Penalty: 4870.502930
	Iteration 52Q: 3 clusters Score -1204225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1204221.500000 Penalty: 4870.502930
	Iteration 53Q: 3 clusters Score -1204222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1204221.250000 Penalty: 4870.502930
	Iteration 54Q: 3 clusters Score -1204221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1204222.125000 Penalty: 4870.502930
	Iteration 55Q: 3 clusters Score -1204222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1204224.625000 Penalty: 4870.502930
	Iteration 56Q: 3 clusters Score -1204225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1204223.375000 Penalty: 4870.502930
	Iteration 57Q: 3 clusters Score -1204223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1204221.125000 Penalty: 4870.502930
	Iteration 58Q: 3 clusters Score -1204221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1204222.750000 Penalty: 4870.502930
	Iteration 59Q: 3 clusters Score -1204223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1204223.000000 Penalty: 4870.502930
	Iteration 60F: 3 clusters Score -1204223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1204223.000000 Penalty: 4870.502930
	Iteration 61Q: 3 clusters Score -1204223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1204225.625000 Penalty: 4870.502930
	Iteration 62Q: 3 clusters Score -1204226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1204226.375000 Penalty: 4870.502930
	Iteration 63Q: 3 clusters Score -1204226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1204226.375000 Penalty: 4870.502930
	Iteration 64F: 3 clusters Score -1204226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (207637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207637 members 
Entering Unmasked Estep 
Score: -15526958.000000 Penalty: 3036.399414
	Iteration 0F: 2 clusters Score -1.552696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103793 members 
Mstep: Class 2 contains 103844 members 
Entering Unmasked Estep 
Score: -15388074.000000 Penalty: 6072.798828
	Iteration 0F: 3 clusters Score -1.538807e+07 nChanged 99621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103266 members 
Mstep: Class 2 contains 104371 members 
Entering Unmasked Estep 
Score: -15446612.000000 Penalty: 6072.798828
	Iteration 1F: 3 clusters Score -1.544661e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102998 members 
Mstep: Class 2 contains 104639 members 
Entering Unmasked Estep 
Score: -15447918.000000 Penalty: 6072.798828
	Iteration 2Q: 3 clusters Score -1.544792e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102706 members 
Mstep: Class 2 contains 104931 members 
Entering Unmasked Estep 
Score: -15449427.000000 Penalty: 6072.798828
	Iteration 3Q: 3 clusters Score -1.544943e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102374 members 
Mstep: Class 2 contains 105263 members 
Entering Unmasked Estep 
Score: -15451303.000000 Penalty: 6072.798828
	Iteration 4Q: 3 clusters Score -1.54513e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101947 members 
Mstep: Class 2 contains 105690 members 
Entering Unmasked Estep 
Score: -15453778.000000 Penalty: 6072.798828
	Iteration 5Q: 3 clusters Score -1.545378e+07 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101463 members 
Mstep: Class 2 contains 106174 members 
Entering Unmasked Estep 
Score: -15457218.000000 Penalty: 6072.798828
	Iteration 6Q: 3 clusters Score -1.545722e+07 nChanged 9925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100934 members 
Mstep: Class 2 contains 106703 members 
Entering Unmasked Estep 
Score: -15462152.000000 Penalty: 6072.798828
	Iteration 7Q: 3 clusters Score -1.546215e+07 nChanged 11722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100556 members 
Mstep: Class 2 contains 107081 members 
Entering Unmasked Estep 
Score: -15469571.000000 Penalty: 6072.798828
	Iteration 8F: 3 clusters Score -1.546957e+07 nChanged 13405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100217 members 
Mstep: Class 2 contains 107420 members 
Entering Unmasked Estep 
Score: -15479385.000000 Penalty: 6072.798828
	Iteration 9F: 3 clusters Score -1.547938e+07 nChanged 13483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99844 members 
Mstep: Class 2 contains 107793 members 
Entering Unmasked Estep 
Score: -15489283.000000 Penalty: 6072.798828
	Iteration 10F: 3 clusters Score -1.548928e+07 nChanged 11469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99355 members 
Mstep: Class 2 contains 108282 members 
Entering Unmasked Estep 
Score: -15496087.000000 Penalty: 6072.798828
	Iteration 11F: 3 clusters Score -1.549609e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98871 members 
Mstep: Class 2 contains 108766 members 
Entering Unmasked Estep 
Score: -15499072.000000 Penalty: 6072.798828
	Iteration 12Q: 3 clusters Score -1.549907e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98497 members 
Mstep: Class 2 contains 109140 members 
Entering Unmasked Estep 
Score: -15500259.000000 Penalty: 6072.798828
	Iteration 13Q: 3 clusters Score -1.550026e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98107 members 
Mstep: Class 2 contains 109530 members 
Entering Unmasked Estep 
Score: -15500812.000000 Penalty: 6072.798828
	Iteration 14Q: 3 clusters Score -1.550081e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97688 members 
Mstep: Class 2 contains 109949 members 
Entering Unmasked Estep 
Score: -15501172.000000 Penalty: 6072.798828
	Iteration 15Q: 3 clusters Score -1.550117e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97154 members 
Mstep: Class 2 contains 110483 members 
Entering Unmasked Estep 
Score: -15501451.000000 Penalty: 6072.798828
	Iteration 16Q: 3 clusters Score -1.550145e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96621 members 
Mstep: Class 2 contains 111016 members 
Entering Unmasked Estep 
Score: -15501798.000000 Penalty: 6072.798828
	Iteration 17Q: 3 clusters Score -1.55018e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96040 members 
Mstep: Class 2 contains 111597 members 
Entering Unmasked Estep 
Score: -15502111.000000 Penalty: 6072.798828
	Iteration 18Q: 3 clusters Score -1.550211e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95402 members 
Mstep: Class 2 contains 112235 members 
Entering Unmasked Estep 
Score: -15502355.000000 Penalty: 6072.798828
	Iteration 19Q: 3 clusters Score -1.550236e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94697 members 
Mstep: Class 2 contains 112940 members 
Entering Unmasked Estep 
Score: -15502621.000000 Penalty: 6072.798828
	Iteration 20F: 3 clusters Score -1.550262e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93924 members 
Mstep: Class 2 contains 113713 members 
Entering Unmasked Estep 
Score: -15502826.000000 Penalty: 6072.798828
	Iteration 21Q: 3 clusters Score -1.550283e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93104 members 
Mstep: Class 2 contains 114533 members 
Entering Unmasked Estep 
Score: -15502976.000000 Penalty: 6072.798828
	Iteration 22Q: 3 clusters Score -1.550298e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92197 members 
Mstep: Class 2 contains 115440 members 
Entering Unmasked Estep 
Score: -15503090.000000 Penalty: 6072.798828
	Iteration 23Q: 3 clusters Score -1.550309e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91202 members 
Mstep: Class 2 contains 116435 members 
Entering Unmasked Estep 
Score: -15503302.000000 Penalty: 6072.798828
	Iteration 24Q: 3 clusters Score -1.55033e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90129 members 
Mstep: Class 2 contains 117508 members 
Entering Unmasked Estep 
Score: -15503517.000000 Penalty: 6072.798828
	Iteration 25Q: 3 clusters Score -1.550352e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89031 members 
Mstep: Class 2 contains 118606 members 
Entering Unmasked Estep 
Score: -15503639.000000 Penalty: 6072.798828
	Iteration 26Q: 3 clusters Score -1.550364e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87998 members 
Mstep: Class 2 contains 119639 members 
Entering Unmasked Estep 
Score: -15503837.000000 Penalty: 6072.798828
	Iteration 27Q: 3 clusters Score -1.550384e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86854 members 
Mstep: Class 2 contains 120783 members 
Entering Unmasked Estep 
Score: -15504106.000000 Penalty: 6072.798828
	Iteration 28Q: 3 clusters Score -1.550411e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85681 members 
Mstep: Class 2 contains 121956 members 
Entering Unmasked Estep 
Score: -15504352.000000 Penalty: 6072.798828
	Iteration 29Q: 3 clusters Score -1.550435e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84490 members 
Mstep: Class 2 contains 123147 members 
Entering Unmasked Estep 
Score: -15504521.000000 Penalty: 6072.798828
	Iteration 30Q: 3 clusters Score -1.550452e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83263 members 
Mstep: Class 2 contains 124374 members 
Entering Unmasked Estep 
Score: -15504667.000000 Penalty: 6072.798828
	Iteration 31Q: 3 clusters Score -1.550467e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81993 members 
Mstep: Class 2 contains 125644 members 
Entering Unmasked Estep 
Score: -15504777.000000 Penalty: 6072.798828
	Iteration 32Q: 3 clusters Score -1.550478e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80628 members 
Mstep: Class 2 contains 127009 members 
Entering Unmasked Estep 
Score: -15504911.000000 Penalty: 6072.798828
	Iteration 33Q: 3 clusters Score -1.550491e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79234 members 
Mstep: Class 2 contains 128403 members 
Entering Unmasked Estep 
Score: -15505175.000000 Penalty: 6072.798828
	Iteration 34Q: 3 clusters Score -1.550518e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77792 members 
Mstep: Class 2 contains 129845 members 
Entering Unmasked Estep 
Score: -15505382.000000 Penalty: 6072.798828
	Iteration 35Q: 3 clusters Score -1.550538e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76300 members 
Mstep: Class 2 contains 131337 members 
Entering Unmasked Estep 
Score: -15505601.000000 Penalty: 6072.798828
	Iteration 36Q: 3 clusters Score -1.55056e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74759 members 
Mstep: Class 2 contains 132878 members 
Entering Unmasked Estep 
Score: -15505838.000000 Penalty: 6072.798828
	Iteration 37Q: 3 clusters Score -1.550584e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 134410 members 
Entering Unmasked Estep 
Score: -15506085.000000 Penalty: 6072.798828
	Iteration 38Q: 3 clusters Score -1.550608e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71610 members 
Mstep: Class 2 contains 136027 members 
Entering Unmasked Estep 
Score: -15506268.000000 Penalty: 6072.798828
	Iteration 39Q: 3 clusters Score -1.550627e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69920 members 
Mstep: Class 2 contains 137717 members 
Entering Unmasked Estep 
Score: -15506614.000000 Penalty: 6072.798828
	Iteration 40F: 3 clusters Score -1.550661e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68138 members 
Mstep: Class 2 contains 139499 members 
Entering Unmasked Estep 
Score: -15506864.000000 Penalty: 6072.798828
	Iteration 41Q: 3 clusters Score -1.550686e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 141340 members 
Entering Unmasked Estep 
Score: -15507161.000000 Penalty: 6072.798828
	Iteration 42Q: 3 clusters Score -1.550716e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64384 members 
Mstep: Class 2 contains 143253 members 
Entering Unmasked Estep 
Score: -15507454.000000 Penalty: 6072.798828
	Iteration 43Q: 3 clusters Score -1.550745e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62460 members 
Mstep: Class 2 contains 145177 members 
Entering Unmasked Estep 
Score: -15507743.000000 Penalty: 6072.798828
	Iteration 44Q: 3 clusters Score -1.550774e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60508 members 
Mstep: Class 2 contains 147129 members 
Entering Unmasked Estep 
Score: -15507967.000000 Penalty: 6072.798828
	Iteration 45Q: 3 clusters Score -1.550797e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58452 members 
Mstep: Class 2 contains 149185 members 
Entering Unmasked Estep 
Score: -15508385.000000 Penalty: 6072.798828
	Iteration 46Q: 3 clusters Score -1.550838e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56460 members 
Mstep: Class 2 contains 151177 members 
Entering Unmasked Estep 
Score: -15508890.000000 Penalty: 6072.798828
	Iteration 47Q: 3 clusters Score -1.550889e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54444 members 
Mstep: Class 2 contains 153193 members 
Entering Unmasked Estep 
Score: -15509258.000000 Penalty: 6072.798828
	Iteration 48Q: 3 clusters Score -1.550926e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 155242 members 
Entering Unmasked Estep 
Score: -15509730.000000 Penalty: 6072.798828
	Iteration 49Q: 3 clusters Score -1.550973e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 157283 members 
Entering Unmasked Estep 
Score: -15510107.000000 Penalty: 6072.798828
	Iteration 50Q: 3 clusters Score -1.551011e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 159287 members 
Entering Unmasked Estep 
Score: -15510566.000000 Penalty: 6072.798828
	Iteration 51Q: 3 clusters Score -1.551057e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 161238 members 
Entering Unmasked Estep 
Score: -15511009.000000 Penalty: 6072.798828
	Iteration 52Q: 3 clusters Score -1.551101e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 163208 members 
Entering Unmasked Estep 
Score: -15511469.000000 Penalty: 6072.798828
	Iteration 53Q: 3 clusters Score -1.551147e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 165109 members 
Entering Unmasked Estep 
Score: -15511974.000000 Penalty: 6072.798828
	Iteration 54Q: 3 clusters Score -1.551197e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 167036 members 
Entering Unmasked Estep 
Score: -15512458.000000 Penalty: 6072.798828
	Iteration 55Q: 3 clusters Score -1.551246e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 168963 members 
Entering Unmasked Estep 
Score: -15512947.000000 Penalty: 6072.798828
	Iteration 56Q: 3 clusters Score -1.551295e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 170865 members 
Entering Unmasked Estep 
Score: -15513400.000000 Penalty: 6072.798828
	Iteration 57Q: 3 clusters Score -1.55134e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 172687 members 
Entering Unmasked Estep 
Score: -15513849.000000 Penalty: 6072.798828
	Iteration 58Q: 3 clusters Score -1.551385e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 174504 members 
Entering Unmasked Estep 
Score: -15514252.000000 Penalty: 6072.798828
	Iteration 59Q: 3 clusters Score -1.551425e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 176254 members 
Entering Unmasked Estep 
Score: -15514649.000000 Penalty: 6072.798828
	Iteration 60F: 3 clusters Score -1.551465e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 177997 members 
Entering Unmasked Estep 
Score: -15515185.000000 Penalty: 6072.798828
	Iteration 61Q: 3 clusters Score -1.551518e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 179719 members 
Entering Unmasked Estep 
Score: -15515650.000000 Penalty: 6072.798828
	Iteration 62Q: 3 clusters Score -1.551565e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 181359 members 
Entering Unmasked Estep 
Score: -15515965.000000 Penalty: 6072.798828
	Iteration 63Q: 3 clusters Score -1.551596e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 182909 members 
Entering Unmasked Estep 
Score: -15516339.000000 Penalty: 6072.798828
	Iteration 64Q: 3 clusters Score -1.551634e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 184440 members 
Entering Unmasked Estep 
Score: -15516748.000000 Penalty: 6072.798828
	Iteration 65Q: 3 clusters Score -1.551675e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 186068 members 
Entering Unmasked Estep 
Score: -15517292.000000 Penalty: 6072.798828
	Iteration 66Q: 3 clusters Score -1.551729e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 187695 members 
Entering Unmasked Estep 
Score: -15517649.000000 Penalty: 6072.798828
	Iteration 67Q: 3 clusters Score -1.551765e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 189259 members 
Entering Unmasked Estep 
Score: -15518165.000000 Penalty: 6072.798828
	Iteration 68Q: 3 clusters Score -1.551816e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 190789 members 
Entering Unmasked Estep 
Score: -15518775.000000 Penalty: 6072.798828
	Iteration 69Q: 3 clusters Score -1.551878e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 192251 members 
Entering Unmasked Estep 
Score: -15519301.000000 Penalty: 6072.798828
	Iteration 70Q: 3 clusters Score -1.55193e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 193689 members 
Entering Unmasked Estep 
Score: -15519840.000000 Penalty: 6072.798828
	Iteration 71Q: 3 clusters Score -1.551984e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 195101 members 
Entering Unmasked Estep 
Score: -15520276.000000 Penalty: 6072.798828
	Iteration 72Q: 3 clusters Score -1.552028e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 196460 members 
Entering Unmasked Estep 
Score: -15520805.000000 Penalty: 6072.798828
	Iteration 73Q: 3 clusters Score -1.55208e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 197689 members 
Entering Unmasked Estep 
Score: -15521268.000000 Penalty: 6072.798828
	Iteration 74Q: 3 clusters Score -1.552127e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 198799 members 
Entering Unmasked Estep 
Score: -15521684.000000 Penalty: 6072.798828
	Iteration 75Q: 3 clusters Score -1.552168e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 199833 members 
Entering Unmasked Estep 
Score: -15522092.000000 Penalty: 6072.798828
	Iteration 76Q: 3 clusters Score -1.552209e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 200724 members 
Entering Unmasked Estep 
Score: -15522494.000000 Penalty: 6072.798828
	Iteration 77Q: 3 clusters Score -1.552249e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 201504 members 
Entering Unmasked Estep 
Score: -15522707.000000 Penalty: 6072.798828
	Iteration 78Q: 3 clusters Score -1.552271e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 202143 members 
Entering Unmasked Estep 
Score: -15522938.000000 Penalty: 6072.798828
	Iteration 79Q: 3 clusters Score -1.552294e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 202685 members 
Entering Unmasked Estep 
Score: -15523147.000000 Penalty: 6072.798828
	Iteration 80F: 3 clusters Score -1.552315e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 203175 members 
Entering Unmasked Estep 
Score: -15523385.000000 Penalty: 6072.798828
	Iteration 81Q: 3 clusters Score -1.552338e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 203547 members 
Entering Unmasked Estep 
Score: -15523492.000000 Penalty: 6072.798828
	Iteration 82Q: 3 clusters Score -1.552349e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 203873 members 
Entering Unmasked Estep 
Score: -15523548.000000 Penalty: 6072.798828
	Iteration 83Q: 3 clusters Score -1.552355e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 204158 members 
Entering Unmasked Estep 
Score: -15523622.000000 Penalty: 6072.798828
	Iteration 84Q: 3 clusters Score -1.552362e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 204429 members 
Entering Unmasked Estep 
Score: -15523677.000000 Penalty: 6072.798828
	Iteration 85Q: 3 clusters Score -1.552368e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 204665 members 
Entering Unmasked Estep 
Score: -15523802.000000 Penalty: 6072.798828
	Iteration 86Q: 3 clusters Score -1.55238e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 204870 members 
Entering Unmasked Estep 
Score: -15523920.000000 Penalty: 6072.798828
	Iteration 87Q: 3 clusters Score -1.552392e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 205056 members 
Entering Unmasked Estep 
Score: -15524009.000000 Penalty: 6072.798828
	Iteration 88Q: 3 clusters Score -1.552401e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 205216 members 
Entering Unmasked Estep 
Score: -15524045.000000 Penalty: 6072.798828
	Iteration 89Q: 3 clusters Score -1.552404e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 205344 members 
Entering Unmasked Estep 
Score: -15524119.000000 Penalty: 6072.798828
	Iteration 90Q: 3 clusters Score -1.552412e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 205459 members 
Entering Unmasked Estep 
Score: -15524165.000000 Penalty: 6072.798828
	Iteration 91Q: 3 clusters Score -1.552416e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 205565 members 
Entering Unmasked Estep 
Score: -15524205.000000 Penalty: 6072.798828
	Iteration 92Q: 3 clusters Score -1.55242e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 205664 members 
Entering Unmasked Estep 
Score: -15524222.000000 Penalty: 6072.798828
	Iteration 93Q: 3 clusters Score -1.552422e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 205746 members 
Entering Unmasked Estep 
Score: -15524261.000000 Penalty: 6072.798828
	Iteration 94Q: 3 clusters Score -1.552426e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 205839 members 
Entering Unmasked Estep 
Score: -15524294.000000 Penalty: 6072.798828
	Iteration 95Q: 3 clusters Score -1.552429e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 205925 members 
Entering Unmasked Estep 
Score: -15524355.000000 Penalty: 6072.798828
	Iteration 96Q: 3 clusters Score -1.552436e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 205984 members 
Entering Unmasked Estep 
Score: -15524350.000000 Penalty: 6072.798828
	Iteration 97Q: 3 clusters Score -1.552435e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 206045 members 
Entering Unmasked Estep 
Score: -15524365.000000 Penalty: 6072.798828
	Iteration 98Q: 3 clusters Score -1.552436e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 206099 members 
Entering Unmasked Estep 
Score: -15524365.000000 Penalty: 6072.798828
	Iteration 99Q: 3 clusters Score -1.552436e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 206142 members 
Entering Unmasked Estep 
Score: -15524389.000000 Penalty: 6072.798828
	Iteration 100F: 3 clusters Score -1.552439e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 206184 members 
Entering Unmasked Estep 
Score: -15524405.000000 Penalty: 6072.798828
	Iteration 101Q: 3 clusters Score -1.55244e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 206225 members 
Entering Unmasked Estep 
Score: -15524442.000000 Penalty: 6072.798828
	Iteration 102Q: 3 clusters Score -1.552444e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 206257 members 
Entering Unmasked Estep 
Score: -15524461.000000 Penalty: 6072.798828
	Iteration 103Q: 3 clusters Score -1.552446e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 206273 members 
Entering Unmasked Estep 
Score: -15524461.000000 Penalty: 6072.798828
	Iteration 104Q: 3 clusters Score -1.552446e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 206286 members 
Entering Unmasked Estep 
Score: -15524437.000000 Penalty: 6072.798828
	Iteration 105Q: 3 clusters Score -1.552444e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 206297 members 
Entering Unmasked Estep 
Score: -15524448.000000 Penalty: 6072.798828
	Iteration 106Q: 3 clusters Score -1.552445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 206304 members 
Entering Unmasked Estep 
Score: -15524439.000000 Penalty: 6072.798828
	Iteration 107Q: 3 clusters Score -1.552444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 206308 members 
Entering Unmasked Estep 
Score: -15524446.000000 Penalty: 6072.798828
	Iteration 108Q: 3 clusters Score -1.552445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 206312 members 
Entering Unmasked Estep 
Score: -15524437.000000 Penalty: 6072.798828
	Iteration 109Q: 3 clusters Score -1.552444e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 206322 members 
Entering Unmasked Estep 
Score: -15524457.000000 Penalty: 6072.798828
	Iteration 110Q: 3 clusters Score -1.552446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 206328 members 
Entering Unmasked Estep 
Score: -15524444.000000 Penalty: 6072.798828
	Iteration 111Q: 3 clusters Score -1.552444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 206335 members 
Entering Unmasked Estep 
Score: -15524463.000000 Penalty: 6072.798828
	Iteration 112Q: 3 clusters Score -1.552446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 206339 members 
Entering Unmasked Estep 
Score: -15524462.000000 Penalty: 6072.798828
	Iteration 113Q: 3 clusters Score -1.552446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 206339 members 
Entering Unmasked Estep 
Score: -15524462.000000 Penalty: 6072.798828
	Iteration 114F: 3 clusters Score -1.552446e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57604 members 
Entering Unmasked Estep 
Score: -4397934.500000 Penalty: 2718.414307
	Iteration 0F: 2 clusters Score -4397934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -4359225.500000 Penalty: 5436.828613
	Iteration 0F: 3 clusters Score -4359226 nChanged 26724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -4374174.000000 Penalty: 5436.828613
	Iteration 1F: 3 clusters Score -4374174 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -4374810.000000 Penalty: 5436.828613
	Iteration 2Q: 3 clusters Score -4374810 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -4375445.000000 Penalty: 5436.828613
	Iteration 3Q: 3 clusters Score -4375445 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -4376219.000000 Penalty: 5436.828613
	Iteration 4Q: 3 clusters Score -4376219 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -4377266.500000 Penalty: 5436.828613
	Iteration 5Q: 3 clusters Score -4377266 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -4378882.000000 Penalty: 5436.828613
	Iteration 6F: 3 clusters Score -4378882 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -4381190.500000 Penalty: 5436.828613
	Iteration 7F: 3 clusters Score -4381190 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -4384306.000000 Penalty: 5436.828613
	Iteration 8F: 3 clusters Score -4384306 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -4387817.500000 Penalty: 5436.828613
	Iteration 9F: 3 clusters Score -4387818 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51780 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -4390831.000000 Penalty: 5436.828613
	Iteration 10F: 3 clusters Score -4390831 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -4392936.000000 Penalty: 5436.828613
	Iteration 11Q: 3 clusters Score -4392936 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4394174.000000 Penalty: 5436.828613
	Iteration 12Q: 3 clusters Score -4394174 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56343 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4394891.500000 Penalty: 5436.828613
	Iteration 13Q: 3 clusters Score -4394892 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4395210.500000 Penalty: 5436.828613
	Iteration 14Q: 3 clusters Score -4395210 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56820 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4395360.000000 Penalty: 5436.828613
	Iteration 15Q: 3 clusters Score -4395360 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4395460.000000 Penalty: 5436.828613
	Iteration 16Q: 3 clusters Score -4395460 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56982 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4395553.000000 Penalty: 5436.828613
	Iteration 17Q: 3 clusters Score -4395553 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57032 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4395602.500000 Penalty: 5436.828613
	Iteration 18Q: 3 clusters Score -4395602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57058 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4395633.500000 Penalty: 5436.828613
	Iteration 19Q: 3 clusters Score -4395634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57079 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4395653.000000 Penalty: 5436.828613
	Iteration 20F: 3 clusters Score -4395653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57090 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4395661.000000 Penalty: 5436.828613
	Iteration 21Q: 3 clusters Score -4395661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57096 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4395669.500000 Penalty: 5436.828613
	Iteration 22Q: 3 clusters Score -4395670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57099 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4395670.500000 Penalty: 5436.828613
	Iteration 23Q: 3 clusters Score -4395670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57100 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4395670.000000 Penalty: 5436.828613
	Iteration 24Q: 3 clusters Score -4395670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57103 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4395673.000000 Penalty: 5436.828613
	Iteration 25Q: 3 clusters Score -4395673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57106 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4395669.500000 Penalty: 5436.828613
	Iteration 26Q: 3 clusters Score -4395670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57105 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4395670.500000 Penalty: 5436.828613
	Iteration 27Q: 3 clusters Score -4395670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57106 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4395669.000000 Penalty: 5436.828613
	Iteration 28Q: 3 clusters Score -4395669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57109 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4395674.000000 Penalty: 5436.828613
	Iteration 29Q: 3 clusters Score -4395674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57112 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4395675.500000 Penalty: 5436.828613
	Iteration 30Q: 3 clusters Score -4395676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57113 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4395678.000000 Penalty: 5436.828613
	Iteration 31Q: 3 clusters Score -4395678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57116 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4395683.500000 Penalty: 5436.828613
	Iteration 32Q: 3 clusters Score -4395684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57122 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4395684.500000 Penalty: 5436.828613
	Iteration 33Q: 3 clusters Score -4395684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57122 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4395686.000000 Penalty: 5436.828613
	Iteration 34Q: 3 clusters Score -4395686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57123 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4395686.500000 Penalty: 5436.828613
	Iteration 35Q: 3 clusters Score -4395686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57123 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4395686.500000 Penalty: 5436.828613
	Iteration 36F: 3 clusters Score -4395686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Entering Unmasked Estep 
Score: -405981.750000 Penalty: 2178.965332
	Iteration 0F: 2 clusters Score -405981.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -400555.562500 Penalty: 4357.930664
	Iteration 0F: 3 clusters Score -400555.6 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -402117.468750 Penalty: 4357.930664
	Iteration 1F: 3 clusters Score -402117.5 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -402500.781250 Penalty: 4357.930664
	Iteration 2F: 3 clusters Score -402500.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -402777.406250 Penalty: 4357.930664
	Iteration 3F: 3 clusters Score -402777.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -402976.562500 Penalty: 4357.930664
	Iteration 4Q: 3 clusters Score -402976.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -403139.093750 Penalty: 4357.930664
	Iteration 5Q: 3 clusters Score -403139.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -403296.218750 Penalty: 4357.930664
	Iteration 6Q: 3 clusters Score -403296.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -403438.281250 Penalty: 4357.930664
	Iteration 7Q: 3 clusters Score -403438.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -403569.812500 Penalty: 4357.930664
	Iteration 8Q: 3 clusters Score -403569.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -403678.125000 Penalty: 4357.930664
	Iteration 9Q: 3 clusters Score -403678.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -403782.468750 Penalty: 4357.930664
	Iteration 10Q: 3 clusters Score -403782.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -403896.593750 Penalty: 4357.930664
	Iteration 11Q: 3 clusters Score -403896.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -403993.843750 Penalty: 4357.930664
	Iteration 12Q: 3 clusters Score -403993.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -404069.562500 Penalty: 4357.930664
	Iteration 13Q: 3 clusters Score -404069.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -404123.406250 Penalty: 4357.930664
	Iteration 14Q: 3 clusters Score -404123.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -404167.343750 Penalty: 4357.930664
	Iteration 15Q: 3 clusters Score -404167.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -404196.093750 Penalty: 4357.930664
	Iteration 16Q: 3 clusters Score -404196.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -404215.593750 Penalty: 4357.930664
	Iteration 17Q: 3 clusters Score -404215.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -404226.437500 Penalty: 4357.930664
	Iteration 18Q: 3 clusters Score -404226.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -404237.937500 Penalty: 4357.930664
	Iteration 19Q: 3 clusters Score -404237.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -404246.218750 Penalty: 4357.930664
	Iteration 20F: 3 clusters Score -404246.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -404252.343750 Penalty: 4357.930664
	Iteration 21Q: 3 clusters Score -404252.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -404256.343750 Penalty: 4357.930664
	Iteration 22Q: 3 clusters Score -404256.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -404258.218750 Penalty: 4357.930664
	Iteration 23Q: 3 clusters Score -404258.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -404259.781250 Penalty: 4357.930664
	Iteration 24Q: 3 clusters Score -404259.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -404262.593750 Penalty: 4357.930664
	Iteration 25Q: 3 clusters Score -404262.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -404265.375000 Penalty: 4357.930664
	Iteration 26Q: 3 clusters Score -404265.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -404265.625000 Penalty: 4357.930664
	Iteration 27Q: 3 clusters Score -404265.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -404267.500000 Penalty: 4357.930664
	Iteration 28Q: 3 clusters Score -404267.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -404267.875000 Penalty: 4357.930664
	Iteration 29Q: 3 clusters Score -404267.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -404269.062500 Penalty: 4357.930664
	Iteration 30Q: 3 clusters Score -404269.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -404268.906250 Penalty: 4357.930664
	Iteration 31Q: 3 clusters Score -404268.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -404269.875000 Penalty: 4357.930664
	Iteration 32Q: 3 clusters Score -404269.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -404270.125000 Penalty: 4357.930664
	Iteration 33Q: 3 clusters Score -404270.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -404270.125000 Penalty: 4357.930664
	Iteration 34F: 3 clusters Score -404270.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (216812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216812 members 
Entering Unmasked Estep 
Score: -16666543.000000 Penalty: 3047.123047
	Iteration 0F: 2 clusters Score -1.666654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108466 members 
Mstep: Class 2 contains 108346 members 
Entering Unmasked Estep 
Score: -16521211.000000 Penalty: 6094.246094
	Iteration 0F: 3 clusters Score -1.652121e+07 nChanged 104479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108515 members 
Mstep: Class 2 contains 108297 members 
Entering Unmasked Estep 
Score: -16582442.000000 Penalty: 6094.246094
	Iteration 1F: 3 clusters Score -1.658244e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108437 members 
Mstep: Class 2 contains 108375 members 
Entering Unmasked Estep 
Score: -16583413.000000 Penalty: 6094.246094
	Iteration 2Q: 3 clusters Score -1.658341e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108389 members 
Mstep: Class 2 contains 108423 members 
Entering Unmasked Estep 
Score: -16584578.000000 Penalty: 6094.246094
	Iteration 3Q: 3 clusters Score -1.658458e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108298 members 
Mstep: Class 2 contains 108514 members 
Entering Unmasked Estep 
Score: -16585742.000000 Penalty: 6094.246094
	Iteration 4Q: 3 clusters Score -1.658574e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108331 members 
Mstep: Class 2 contains 108481 members 
Entering Unmasked Estep 
Score: -16587271.000000 Penalty: 6094.246094
	Iteration 5Q: 3 clusters Score -1.658727e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108455 members 
Mstep: Class 2 contains 108357 members 
Entering Unmasked Estep 
Score: -16589250.000000 Penalty: 6094.246094
	Iteration 6Q: 3 clusters Score -1.658925e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108917 members 
Mstep: Class 2 contains 107895 members 
Entering Unmasked Estep 
Score: -16591714.000000 Penalty: 6094.246094
	Iteration 7Q: 3 clusters Score -1.659171e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109775 members 
Mstep: Class 2 contains 107037 members 
Entering Unmasked Estep 
Score: -16595146.000000 Penalty: 6094.246094
	Iteration 8Q: 3 clusters Score -1.659515e+07 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111110 members 
Mstep: Class 2 contains 105702 members 
Entering Unmasked Estep 
Score: -16600154.000000 Penalty: 6094.246094
	Iteration 9Q: 3 clusters Score -1.660015e+07 nChanged 11536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112862 members 
Mstep: Class 2 contains 103950 members 
Entering Unmasked Estep 
Score: -16607277.000000 Penalty: 6094.246094
	Iteration 10F: 3 clusters Score -1.660728e+07 nChanged 12654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114890 members 
Mstep: Class 2 contains 101922 members 
Entering Unmasked Estep 
Score: -16615600.000000 Penalty: 6094.246094
	Iteration 11F: 3 clusters Score -1.66156e+07 nChanged 12119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116827 members 
Mstep: Class 2 contains 99985 members 
Entering Unmasked Estep 
Score: -16622587.000000 Penalty: 6094.246094
	Iteration 12F: 3 clusters Score -1.662259e+07 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118190 members 
Mstep: Class 2 contains 98622 members 
Entering Unmasked Estep 
Score: -16626263.000000 Penalty: 6094.246094
	Iteration 13Q: 3 clusters Score -1.662626e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119260 members 
Mstep: Class 2 contains 97552 members 
Entering Unmasked Estep 
Score: -16627588.000000 Penalty: 6094.246094
	Iteration 14Q: 3 clusters Score -1.662759e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120189 members 
Mstep: Class 2 contains 96623 members 
Entering Unmasked Estep 
Score: -16627980.000000 Penalty: 6094.246094
	Iteration 15Q: 3 clusters Score -1.662798e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121145 members 
Mstep: Class 2 contains 95667 members 
Entering Unmasked Estep 
Score: -16628137.000000 Penalty: 6094.246094
	Iteration 16Q: 3 clusters Score -1.662814e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122106 members 
Mstep: Class 2 contains 94706 members 
Entering Unmasked Estep 
Score: -16628315.000000 Penalty: 6094.246094
	Iteration 17Q: 3 clusters Score -1.662832e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123128 members 
Mstep: Class 2 contains 93684 members 
Entering Unmasked Estep 
Score: -16628414.000000 Penalty: 6094.246094
	Iteration 18Q: 3 clusters Score -1.662841e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124238 members 
Mstep: Class 2 contains 92574 members 
Entering Unmasked Estep 
Score: -16628556.000000 Penalty: 6094.246094
	Iteration 19Q: 3 clusters Score -1.662856e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125422 members 
Mstep: Class 2 contains 91390 members 
Entering Unmasked Estep 
Score: -16628618.000000 Penalty: 6094.246094
	Iteration 20F: 3 clusters Score -1.662862e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126717 members 
Mstep: Class 2 contains 90095 members 
Entering Unmasked Estep 
Score: -16628845.000000 Penalty: 6094.246094
	Iteration 21Q: 3 clusters Score -1.662884e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128127 members 
Mstep: Class 2 contains 88685 members 
Entering Unmasked Estep 
Score: -16629066.000000 Penalty: 6094.246094
	Iteration 22Q: 3 clusters Score -1.662907e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129656 members 
Mstep: Class 2 contains 87156 members 
Entering Unmasked Estep 
Score: -16629221.000000 Penalty: 6094.246094
	Iteration 23Q: 3 clusters Score -1.662922e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131298 members 
Mstep: Class 2 contains 85514 members 
Entering Unmasked Estep 
Score: -16629464.000000 Penalty: 6094.246094
	Iteration 24Q: 3 clusters Score -1.662946e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133067 members 
Mstep: Class 2 contains 83745 members 
Entering Unmasked Estep 
Score: -16629662.000000 Penalty: 6094.246094
	Iteration 25Q: 3 clusters Score -1.662966e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134972 members 
Mstep: Class 2 contains 81840 members 
Entering Unmasked Estep 
Score: -16629988.000000 Penalty: 6094.246094
	Iteration 26Q: 3 clusters Score -1.662999e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137104 members 
Mstep: Class 2 contains 79708 members 
Entering Unmasked Estep 
Score: -16630411.000000 Penalty: 6094.246094
	Iteration 27Q: 3 clusters Score -1.663041e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139437 members 
Mstep: Class 2 contains 77375 members 
Entering Unmasked Estep 
Score: -16630854.000000 Penalty: 6094.246094
	Iteration 28Q: 3 clusters Score -1.663085e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142001 members 
Mstep: Class 2 contains 74811 members 
Entering Unmasked Estep 
Score: -16631332.000000 Penalty: 6094.246094
	Iteration 29Q: 3 clusters Score -1.663133e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144891 members 
Mstep: Class 2 contains 71921 members 
Entering Unmasked Estep 
Score: -16631982.000000 Penalty: 6094.246094
	Iteration 30Q: 3 clusters Score -1.663198e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148066 members 
Mstep: Class 2 contains 68746 members 
Entering Unmasked Estep 
Score: -16632728.000000 Penalty: 6094.246094
	Iteration 31Q: 3 clusters Score -1.663273e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151350 members 
Mstep: Class 2 contains 65462 members 
Entering Unmasked Estep 
Score: -16633509.000000 Penalty: 6094.246094
	Iteration 32Q: 3 clusters Score -1.663351e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154839 members 
Mstep: Class 2 contains 61973 members 
Entering Unmasked Estep 
Score: -16634407.000000 Penalty: 6094.246094
	Iteration 33Q: 3 clusters Score -1.663441e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158676 members 
Mstep: Class 2 contains 58136 members 
Entering Unmasked Estep 
Score: -16635605.000000 Penalty: 6094.246094
	Iteration 34Q: 3 clusters Score -1.66356e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162756 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -16636862.000000 Penalty: 6094.246094
	Iteration 35Q: 3 clusters Score -1.663686e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167108 members 
Mstep: Class 2 contains 49704 members 
Entering Unmasked Estep 
Score: -16638444.000000 Penalty: 6094.246094
	Iteration 36Q: 3 clusters Score -1.663844e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171719 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -16640354.000000 Penalty: 6094.246094
	Iteration 37Q: 3 clusters Score -1.664035e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176526 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -16642431.000000 Penalty: 6094.246094
	Iteration 38Q: 3 clusters Score -1.664243e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181353 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -16644723.000000 Penalty: 6094.246094
	Iteration 39Q: 3 clusters Score -1.664472e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186142 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -16647267.000000 Penalty: 6094.246094
	Iteration 40F: 3 clusters Score -1.664727e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190883 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -16649862.000000 Penalty: 6094.246094
	Iteration 41Q: 3 clusters Score -1.664986e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195419 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -16652500.000000 Penalty: 6094.246094
	Iteration 42Q: 3 clusters Score -1.66525e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199577 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -16654862.000000 Penalty: 6094.246094
	Iteration 43Q: 3 clusters Score -1.665486e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203206 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -16657137.000000 Penalty: 6094.246094
	Iteration 44Q: 3 clusters Score -1.665714e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206258 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -16659080.000000 Penalty: 6094.246094
	Iteration 45Q: 3 clusters Score -1.665908e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208746 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -16660663.000000 Penalty: 6094.246094
	Iteration 46Q: 3 clusters Score -1.666066e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210683 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -16661818.000000 Penalty: 6094.246094
	Iteration 47Q: 3 clusters Score -1.666182e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212106 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -16662709.000000 Penalty: 6094.246094
	Iteration 48Q: 3 clusters Score -1.666271e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213120 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -16663319.000000 Penalty: 6094.246094
	Iteration 49Q: 3 clusters Score -1.666332e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213797 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -16663722.000000 Penalty: 6094.246094
	Iteration 50Q: 3 clusters Score -1.666372e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214237 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -16663979.000000 Penalty: 6094.246094
	Iteration 51Q: 3 clusters Score -1.666398e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214525 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -16664130.000000 Penalty: 6094.246094
	Iteration 52Q: 3 clusters Score -1.666413e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214729 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -16664292.000000 Penalty: 6094.246094
	Iteration 53Q: 3 clusters Score -1.666429e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214882 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -16664404.000000 Penalty: 6094.246094
	Iteration 54Q: 3 clusters Score -1.66644e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214998 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -16664591.000000 Penalty: 6094.246094
	Iteration 55Q: 3 clusters Score -1.666459e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215071 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -16664748.000000 Penalty: 6094.246094
	Iteration 56Q: 3 clusters Score -1.666475e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215114 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -16664862.000000 Penalty: 6094.246094
	Iteration 57Q: 3 clusters Score -1.666486e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215145 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -16664927.000000 Penalty: 6094.246094
	Iteration 58Q: 3 clusters Score -1.666493e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215148 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -16664959.000000 Penalty: 6094.246094
	Iteration 59Q: 3 clusters Score -1.666496e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215141 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -16665008.000000 Penalty: 6094.246094
	Iteration 60F: 3 clusters Score -1.666501e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215127 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -16665061.000000 Penalty: 6094.246094
	Iteration 61Q: 3 clusters Score -1.666506e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215112 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -16665087.000000 Penalty: 6094.246094
	Iteration 62Q: 3 clusters Score -1.666509e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215097 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -16665134.000000 Penalty: 6094.246094
	Iteration 63Q: 3 clusters Score -1.666513e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215081 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -16665164.000000 Penalty: 6094.246094
	Iteration 64Q: 3 clusters Score -1.666516e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215063 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -16665206.000000 Penalty: 6094.246094
	Iteration 65Q: 3 clusters Score -1.666521e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215042 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -16665206.000000 Penalty: 6094.246094
	Iteration 66Q: 3 clusters Score -1.666521e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215037 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -16665216.000000 Penalty: 6094.246094
	Iteration 67Q: 3 clusters Score -1.666522e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215027 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -16665210.000000 Penalty: 6094.246094
	Iteration 68Q: 3 clusters Score -1.666521e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215010 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -16665234.000000 Penalty: 6094.246094
	Iteration 69Q: 3 clusters Score -1.666523e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214994 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -16665230.000000 Penalty: 6094.246094
	Iteration 70Q: 3 clusters Score -1.666523e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214979 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -16665232.000000 Penalty: 6094.246094
	Iteration 71Q: 3 clusters Score -1.666523e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214966 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -16665224.000000 Penalty: 6094.246094
	Iteration 72Q: 3 clusters Score -1.666522e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214955 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -16665249.000000 Penalty: 6094.246094
	Iteration 73Q: 3 clusters Score -1.666525e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214946 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -16665252.000000 Penalty: 6094.246094
	Iteration 74Q: 3 clusters Score -1.666525e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214940 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -16665264.000000 Penalty: 6094.246094
	Iteration 75Q: 3 clusters Score -1.666526e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214939 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -16665264.000000 Penalty: 6094.246094
	Iteration 76Q: 3 clusters Score -1.666526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214932 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -16665256.000000 Penalty: 6094.246094
	Iteration 77Q: 3 clusters Score -1.666526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214925 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -16665269.000000 Penalty: 6094.246094
	Iteration 78Q: 3 clusters Score -1.666527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214923 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -16665270.000000 Penalty: 6094.246094
	Iteration 79Q: 3 clusters Score -1.666527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214920 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -16665266.000000 Penalty: 6094.246094
	Iteration 80F: 3 clusters Score -1.666527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214918 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -16665271.000000 Penalty: 6094.246094
	Iteration 81Q: 3 clusters Score -1.666527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214913 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -16665287.000000 Penalty: 6094.246094
	Iteration 82Q: 3 clusters Score -1.666529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214910 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -16665306.000000 Penalty: 6094.246094
	Iteration 83Q: 3 clusters Score -1.666531e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214910 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -16665304.000000 Penalty: 6094.246094
	Iteration 84Q: 3 clusters Score -1.66653e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214907 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -16665295.000000 Penalty: 6094.246094
	Iteration 85Q: 3 clusters Score -1.66653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214903 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -16665298.000000 Penalty: 6094.246094
	Iteration 86Q: 3 clusters Score -1.66653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214900 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -16665298.000000 Penalty: 6094.246094
	Iteration 87Q: 3 clusters Score -1.66653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214900 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -16665295.000000 Penalty: 6094.246094
	Iteration 88Q: 3 clusters Score -1.66653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214899 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -16665293.000000 Penalty: 6094.246094
	Iteration 89Q: 3 clusters Score -1.666529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214899 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -16665293.000000 Penalty: 6094.246094
	Iteration 90F: 3 clusters Score -1.666529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Entering Unmasked Estep 
Score: -713283.375000 Penalty: 2276.278076
	Iteration 0F: 2 clusters Score -713283.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -705835.125000 Penalty: 4552.556152
	Iteration 0F: 3 clusters Score -705835.1 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -708018.812500 Penalty: 4552.556152
	Iteration 1F: 3 clusters Score -708018.8 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -708387.500000 Penalty: 4552.556152
	Iteration 2F: 3 clusters Score -708387.5 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -708712.500000 Penalty: 4552.556152
	Iteration 3F: 3 clusters Score -708712.5 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -709055.750000 Penalty: 4552.556152
	Iteration 4F: 3 clusters Score -709055.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -709388.375000 Penalty: 4552.556152
	Iteration 5F: 3 clusters Score -709388.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -709682.312500 Penalty: 4552.556152
	Iteration 6Q: 3 clusters Score -709682.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -709993.687500 Penalty: 4552.556152
	Iteration 7Q: 3 clusters Score -709993.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -710280.937500 Penalty: 4552.556152
	Iteration 8Q: 3 clusters Score -710280.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -710542.937500 Penalty: 4552.556152
	Iteration 9Q: 3 clusters Score -710542.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -710772.062500 Penalty: 4552.556152
	Iteration 10Q: 3 clusters Score -710772.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -710972.250000 Penalty: 4552.556152
	Iteration 11Q: 3 clusters Score -710972.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -711143.937500 Penalty: 4552.556152
	Iteration 12Q: 3 clusters Score -711143.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -711279.812500 Penalty: 4552.556152
	Iteration 13Q: 3 clusters Score -711279.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -711400.812500 Penalty: 4552.556152
	Iteration 14Q: 3 clusters Score -711400.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -711498.812500 Penalty: 4552.556152
	Iteration 15Q: 3 clusters Score -711498.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -711573.937500 Penalty: 4552.556152
	Iteration 16Q: 3 clusters Score -711573.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -711633.687500 Penalty: 4552.556152
	Iteration 17Q: 3 clusters Score -711633.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -711678.125000 Penalty: 4552.556152
	Iteration 18Q: 3 clusters Score -711678.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -711699.812500 Penalty: 4552.556152
	Iteration 19Q: 3 clusters Score -711699.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -711725.812500 Penalty: 4552.556152
	Iteration 20F: 3 clusters Score -711725.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -711745.687500 Penalty: 4552.556152
	Iteration 21Q: 3 clusters Score -711745.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -711762.625000 Penalty: 4552.556152
	Iteration 22Q: 3 clusters Score -711762.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -711774.250000 Penalty: 4552.556152
	Iteration 23Q: 3 clusters Score -711774.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -711785.437500 Penalty: 4552.556152
	Iteration 24Q: 3 clusters Score -711785.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -711787.625000 Penalty: 4552.556152
	Iteration 25Q: 3 clusters Score -711787.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -711792.437500 Penalty: 4552.556152
	Iteration 26Q: 3 clusters Score -711792.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -711793.500000 Penalty: 4552.556152
	Iteration 27Q: 3 clusters Score -711793.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -711794.437500 Penalty: 4552.556152
	Iteration 28Q: 3 clusters Score -711794.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -711794.062500 Penalty: 4552.556152
	Iteration 29Q: 3 clusters Score -711794.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -711794.750000 Penalty: 4552.556152
	Iteration 30Q: 3 clusters Score -711794.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -711795.812500 Penalty: 4552.556152
	Iteration 31Q: 3 clusters Score -711795.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -711796.000000 Penalty: 4552.556152
	Iteration 32Q: 3 clusters Score -711796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -711797.187500 Penalty: 4552.556152
	Iteration 33Q: 3 clusters Score -711797.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -711797.812500 Penalty: 4552.556152
	Iteration 34Q: 3 clusters Score -711797.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -711797.812500 Penalty: 4552.556152
	Iteration 35F: 3 clusters Score -711797.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Entering Unmasked Estep 
Score: -327458.500000 Penalty: 2096.865967
	Iteration 0F: 2 clusters Score -327458.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -323101.000000 Penalty: 4193.731934
	Iteration 0F: 3 clusters Score -323101 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -324135.968750 Penalty: 4193.731934
	Iteration 1F: 3 clusters Score -324136 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -324506.125000 Penalty: 4193.731934
	Iteration 2F: 3 clusters Score -324506.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -324883.968750 Penalty: 4193.731934
	Iteration 3F: 3 clusters Score -324884 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -325273.562500 Penalty: 4193.731934
	Iteration 4F: 3 clusters Score -325273.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -325681.312500 Penalty: 4193.731934
	Iteration 5F: 3 clusters Score -325681.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -326182.000000 Penalty: 4193.731934
	Iteration 6F: 3 clusters Score -326182 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -326611.593750 Penalty: 4193.731934
	Iteration 7F: 3 clusters Score -326611.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -326816.093750 Penalty: 4193.731934
	Iteration 8Q: 3 clusters Score -326816.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -326955.968750 Penalty: 4193.731934
	Iteration 9Q: 3 clusters Score -326956 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -327079.187500 Penalty: 4193.731934
	Iteration 10Q: 3 clusters Score -327079.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -327192.812500 Penalty: 4193.731934
	Iteration 11Q: 3 clusters Score -327192.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -327271.062500 Penalty: 4193.731934
	Iteration 12Q: 3 clusters Score -327271.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -327345.125000 Penalty: 4193.731934
	Iteration 13Q: 3 clusters Score -327345.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -327405.968750 Penalty: 4193.731934
	Iteration 14Q: 3 clusters Score -327406 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -327453.062500 Penalty: 4193.731934
	Iteration 15Q: 3 clusters Score -327453.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -327483.406250 Penalty: 4193.731934
	Iteration 16Q: 3 clusters Score -327483.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -327508.500000 Penalty: 4193.731934
	Iteration 17Q: 3 clusters Score -327508.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -327538.500000 Penalty: 4193.731934
	Iteration 18Q: 3 clusters Score -327538.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -327581.843750 Penalty: 4193.731934
	Iteration 19Q: 3 clusters Score -327581.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -327652.406250 Penalty: 4193.731934
	Iteration 20F: 3 clusters Score -327652.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -327746.968750 Penalty: 4193.731934
	Iteration 21Q: 3 clusters Score -327747 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -327797.375000 Penalty: 4193.731934
	Iteration 22Q: 3 clusters Score -327797.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -327815.750000 Penalty: 4193.731934
	Iteration 23Q: 3 clusters Score -327815.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -327843.437500 Penalty: 4193.731934
	Iteration 24Q: 3 clusters Score -327843.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -327868.375000 Penalty: 4193.731934
	Iteration 25Q: 3 clusters Score -327868.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -327884.125000 Penalty: 4193.731934
	Iteration 26Q: 3 clusters Score -327884.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -327900.531250 Penalty: 4193.731934
	Iteration 27Q: 3 clusters Score -327900.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -327908.500000 Penalty: 4193.731934
	Iteration 28Q: 3 clusters Score -327908.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -327911.937500 Penalty: 4193.731934
	Iteration 29Q: 3 clusters Score -327911.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -327913.906250 Penalty: 4193.731934
	Iteration 30Q: 3 clusters Score -327913.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -327913.906250 Penalty: 4193.731934
	Iteration 31F: 3 clusters Score -327913.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 207637 members 
Mstep: Class 3 contains 57604 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 216812 members 
Mstep: Class 6 contains 9687 members 
Mstep: Class 7 contains 3799 members 
Mstep: Class 8 contains 1316 members 
Mstep: Class 9 contains 80930 members 
Mstep: Class 10 contains 355638 members 
Mstep: Class 11 contains 38589 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4953 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130140 members 
Mstep: Class 17 contains 24337 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2637 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3932 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10824 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12815 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2112 members 
Mstep: Class 29 contains 35392 members 
Mstep: Class 30 contains 9550 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2451 members 
Mstep: Class 36 contains 9505 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10817 members 
Mstep: Class 40 contains 6036 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1423 members 
Mstep: Class 44 contains 2671 members 
Mstep: Class 45 contains 2697 members 
Mstep: Class 46 contains 900 members 
Entering Unmasked Estep 
Score: -102301616.000000 Penalty: 161575.609375
Splitting cluster 7 changes total score from -102302592.000000 to -102301616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -92565.343750 Penalty: 1781.223267
	Iteration 0F: 2 clusters Score -92565.34 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 653 members 
Entering Unmasked Estep 
Score: -90371.687500 Penalty: 3562.446533
	Iteration 0F: 3 clusters Score -90371.69 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -90756.265625 Penalty: 3562.446533
	Iteration 1F: 3 clusters Score -90756.27 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -90866.390625 Penalty: 3562.446533
	Iteration 2F: 3 clusters Score -90866.39 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -90915.187500 Penalty: 3562.446533
	Iteration 3Q: 3 clusters Score -90915.19 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -90948.578125 Penalty: 3562.446533
	Iteration 4Q: 3 clusters Score -90948.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -90967.546875 Penalty: 3562.446533
	Iteration 5Q: 3 clusters Score -90967.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -90990.460938 Penalty: 3562.446533
	Iteration 6Q: 3 clusters Score -90990.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -91005.484375 Penalty: 3562.446533
	Iteration 7Q: 3 clusters Score -91005.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -91023.171875 Penalty: 3562.446533
	Iteration 8Q: 3 clusters Score -91023.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -91033.304688 Penalty: 3562.446533
	Iteration 9Q: 3 clusters Score -91033.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -91047.250000 Penalty: 3562.446533
	Iteration 10Q: 3 clusters Score -91047.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -91050.046875 Penalty: 3562.446533
	Iteration 11Q: 3 clusters Score -91050.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -91058.257812 Penalty: 3562.446533
	Iteration 12Q: 3 clusters Score -91058.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -91065.070312 Penalty: 3562.446533
	Iteration 13Q: 3 clusters Score -91065.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -91071.929688 Penalty: 3562.446533
	Iteration 14Q: 3 clusters Score -91071.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -91073.914062 Penalty: 3562.446533
	Iteration 15Q: 3 clusters Score -91073.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -91080.460938 Penalty: 3562.446533
	Iteration 16Q: 3 clusters Score -91080.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -91087.695312 Penalty: 3562.446533
	Iteration 17Q: 3 clusters Score -91087.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -91093.156250 Penalty: 3562.446533
	Iteration 18Q: 3 clusters Score -91093.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -91097.914062 Penalty: 3562.446533
	Iteration 19Q: 3 clusters Score -91097.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -91105.203125 Penalty: 3562.446533
	Iteration 20F: 3 clusters Score -91105.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -91110.109375 Penalty: 3562.446533
	Iteration 21Q: 3 clusters Score -91110.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -91119.523438 Penalty: 3562.446533
	Iteration 22Q: 3 clusters Score -91119.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -91129.578125 Penalty: 3562.446533
	Iteration 23Q: 3 clusters Score -91129.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -91146.054688 Penalty: 3562.446533
	Iteration 24Q: 3 clusters Score -91146.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -91190.289062 Penalty: 3562.446533
	Iteration 25Q: 3 clusters Score -91190.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -91229.773438 Penalty: 3562.446533
	Iteration 26Q: 3 clusters Score -91229.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -91264.656250 Penalty: 3562.446533
	Iteration 27Q: 3 clusters Score -91264.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -91301.929688 Penalty: 3562.446533
	Iteration 28Q: 3 clusters Score -91301.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -91341.382812 Penalty: 3562.446533
	Iteration 29Q: 3 clusters Score -91341.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -91363.765625 Penalty: 3562.446533
	Iteration 30Q: 3 clusters Score -91363.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -91376.617188 Penalty: 3562.446533
	Iteration 31Q: 3 clusters Score -91376.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -91388.343750 Penalty: 3562.446533
	Iteration 32Q: 3 clusters Score -91388.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -91406.140625 Penalty: 3562.446533
	Iteration 33Q: 3 clusters Score -91406.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -91420.375000 Penalty: 3562.446533
	Iteration 34Q: 3 clusters Score -91420.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -91443.492188 Penalty: 3562.446533
	Iteration 35Q: 3 clusters Score -91443.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -91480.546875 Penalty: 3562.446533
	Iteration 36Q: 3 clusters Score -91480.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -91516.750000 Penalty: 3562.446533
	Iteration 37Q: 3 clusters Score -91516.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -91567.390625 Penalty: 3562.446533
	Iteration 38Q: 3 clusters Score -91567.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -91609.054688 Penalty: 3562.446533
	Iteration 39Q: 3 clusters Score -91609.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -91650.789062 Penalty: 3562.446533
	Iteration 40F: 3 clusters Score -91650.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -91677.945312 Penalty: 3562.446533
	Iteration 41Q: 3 clusters Score -91677.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -91688.601562 Penalty: 3562.446533
	Iteration 42Q: 3 clusters Score -91688.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -91706.718750 Penalty: 3562.446533
	Iteration 43Q: 3 clusters Score -91706.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -91726.578125 Penalty: 3562.446533
	Iteration 44Q: 3 clusters Score -91726.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -91733.953125 Penalty: 3562.446533
	Iteration 45Q: 3 clusters Score -91733.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -91737.484375 Penalty: 3562.446533
	Iteration 46Q: 3 clusters Score -91737.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -91741.117188 Penalty: 3562.446533
	Iteration 47Q: 3 clusters Score -91741.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91751.109375 Penalty: 3562.446533
	Iteration 48Q: 3 clusters Score -91751.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -91762.914062 Penalty: 3562.446533
	Iteration 49Q: 3 clusters Score -91762.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -91769.000000 Penalty: 3562.446533
	Iteration 50Q: 3 clusters Score -91769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91777.343750 Penalty: 3562.446533
	Iteration 51Q: 3 clusters Score -91777.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -91786.546875 Penalty: 3562.446533
	Iteration 52Q: 3 clusters Score -91786.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91792.343750 Penalty: 3562.446533
	Iteration 53Q: 3 clusters Score -91792.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91795.062500 Penalty: 3562.446533
	Iteration 54Q: 3 clusters Score -91795.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -91796.914062 Penalty: 3562.446533
	Iteration 55Q: 3 clusters Score -91796.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -91796.914062 Penalty: 3562.446533
	Iteration 56F: 3 clusters Score -91796.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80930 members 
Entering Unmasked Estep 
Score: -6171965.500000 Penalty: 2802.732422
	Iteration 0F: 2 clusters Score -6171966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -6117726.000000 Penalty: 5605.464844
	Iteration 0F: 3 clusters Score -6117726 nChanged 38127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -6139643.500000 Penalty: 5605.464844
	Iteration 1F: 3 clusters Score -6139644 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -6140584.000000 Penalty: 5605.464844
	Iteration 2Q: 3 clusters Score -6140584 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -6141853.500000 Penalty: 5605.464844
	Iteration 3Q: 3 clusters Score -6141854 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -6143819.500000 Penalty: 5605.464844
	Iteration 4F: 3 clusters Score -6143820 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
Score: -6147138.000000 Penalty: 5605.464844
	Iteration 5F: 3 clusters Score -6147138 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 61731 members 
Entering Unmasked Estep 
Score: -6152232.500000 Penalty: 5605.464844
	Iteration 6F: 3 clusters Score -6152232 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 68316 members 
Entering Unmasked Estep 
Score: -6158283.500000 Penalty: 5605.464844
	Iteration 7F: 3 clusters Score -6158284 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 73856 members 
Entering Unmasked Estep 
Score: -6163712.000000 Penalty: 5605.464844
	Iteration 8F: 3 clusters Score -6163712 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 77332 members 
Entering Unmasked Estep 
Score: -6166986.500000 Penalty: 5605.464844
	Iteration 9Q: 3 clusters Score -6166986 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 78973 members 
Entering Unmasked Estep 
Score: -6168470.500000 Penalty: 5605.464844
	Iteration 10Q: 3 clusters Score -6168470 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 79653 members 
Entering Unmasked Estep 
Score: -6169189.500000 Penalty: 5605.464844
	Iteration 11Q: 3 clusters Score -6169190 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 79894 members 
Entering Unmasked Estep 
Score: -6169498.500000 Penalty: 5605.464844
	Iteration 12Q: 3 clusters Score -6169498 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 79996 members 
Entering Unmasked Estep 
Score: -6169632.000000 Penalty: 5605.464844
	Iteration 13Q: 3 clusters Score -6169632 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 80046 members 
Entering Unmasked Estep 
Score: -6169742.500000 Penalty: 5605.464844
	Iteration 14Q: 3 clusters Score -6169742 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 80075 members 
Entering Unmasked Estep 
Score: -6169798.500000 Penalty: 5605.464844
	Iteration 15Q: 3 clusters Score -6169798 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 80086 members 
Entering Unmasked Estep 
Score: -6169817.000000 Penalty: 5605.464844
	Iteration 16Q: 3 clusters Score -6169817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 80093 members 
Entering Unmasked Estep 
Score: -6169832.500000 Penalty: 5605.464844
	Iteration 17Q: 3 clusters Score -6169832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 80093 members 
Entering Unmasked Estep 
Score: -6169843.500000 Penalty: 5605.464844
	Iteration 18Q: 3 clusters Score -6169844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 80097 members 
Entering Unmasked Estep 
Score: -6169851.500000 Penalty: 5605.464844
	Iteration 19Q: 3 clusters Score -6169852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 80105 members 
Entering Unmasked Estep 
Score: -6169870.000000 Penalty: 5605.464844
	Iteration 20F: 3 clusters Score -6169870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 80110 members 
Entering Unmasked Estep 
Score: -6169883.000000 Penalty: 5605.464844
	Iteration 21Q: 3 clusters Score -6169883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 80118 members 
Entering Unmasked Estep 
Score: -6169900.500000 Penalty: 5605.464844
	Iteration 22Q: 3 clusters Score -6169900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 80120 members 
Entering Unmasked Estep 
Score: -6169908.000000 Penalty: 5605.464844
	Iteration 23Q: 3 clusters Score -6169908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 80121 members 
Entering Unmasked Estep 
Score: -6169905.500000 Penalty: 5605.464844
	Iteration 24Q: 3 clusters Score -6169906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 80127 members 
Entering Unmasked Estep 
Score: -6169905.500000 Penalty: 5605.464844
	Iteration 25Q: 3 clusters Score -6169906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 80130 members 
Entering Unmasked Estep 
Score: -6169903.500000 Penalty: 5605.464844
	Iteration 26Q: 3 clusters Score -6169904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 80132 members 
Entering Unmasked Estep 
Score: -6169901.500000 Penalty: 5605.464844
	Iteration 27Q: 3 clusters Score -6169902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 80132 members 
Entering Unmasked Estep 
Score: -6169907.500000 Penalty: 5605.464844
	Iteration 28Q: 3 clusters Score -6169908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 80133 members 
Entering Unmasked Estep 
Score: -6169905.000000 Penalty: 5605.464844
	Iteration 29Q: 3 clusters Score -6169905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 80135 members 
Entering Unmasked Estep 
Score: -6169909.000000 Penalty: 5605.464844
	Iteration 30Q: 3 clusters Score -6169909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 80135 members 
Entering Unmasked Estep 
Score: -6169914.000000 Penalty: 5605.464844
	Iteration 31Q: 3 clusters Score -6169914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 80137 members 
Entering Unmasked Estep 
Score: -6169914.500000 Penalty: 5605.464844
	Iteration 32Q: 3 clusters Score -6169914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 80138 members 
Entering Unmasked Estep 
Score: -6169914.500000 Penalty: 5605.464844
	Iteration 33Q: 3 clusters Score -6169914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 80139 members 
Entering Unmasked Estep 
Score: -6169926.000000 Penalty: 5605.464844
	Iteration 34Q: 3 clusters Score -6169926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 80139 members 
Entering Unmasked Estep 
Score: -6169926.000000 Penalty: 5605.464844
	Iteration 35F: 3 clusters Score -6169926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (355638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355638 members 
Entering Unmasked Estep 
Score: -26605870.000000 Penalty: 3169.853760
	Iteration 0F: 2 clusters Score -2.660587e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177929 members 
Mstep: Class 2 contains 177709 members 
Entering Unmasked Estep 
Score: -26366890.000000 Penalty: 6339.707520
	Iteration 0F: 3 clusters Score -2.636689e+07 nChanged 172765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181168 members 
Mstep: Class 2 contains 174470 members 
Entering Unmasked Estep 
Score: -26469422.000000 Penalty: 6339.707520
	Iteration 1F: 3 clusters Score -2.646942e+07 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183332 members 
Mstep: Class 2 contains 172306 members 
Entering Unmasked Estep 
Score: -26471706.000000 Penalty: 6339.707520
	Iteration 2Q: 3 clusters Score -2.647171e+07 nChanged 10874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186948 members 
Mstep: Class 2 contains 168690 members 
Entering Unmasked Estep 
Score: -26474074.000000 Penalty: 6339.707520
	Iteration 3Q: 3 clusters Score -2.647407e+07 nChanged 12420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192672 members 
Mstep: Class 2 contains 162966 members 
Entering Unmasked Estep 
Score: -26477920.000000 Penalty: 6339.707520
	Iteration 4Q: 3 clusters Score -2.647792e+07 nChanged 14700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201326 members 
Mstep: Class 2 contains 154312 members 
Entering Unmasked Estep 
Score: -26483414.000000 Penalty: 6339.707520
	Iteration 5Q: 3 clusters Score -2.648341e+07 nChanged 17523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213731 members 
Mstep: Class 2 contains 141907 members 
Entering Unmasked Estep 
Score: -26491410.000000 Penalty: 6339.707520
	Iteration 6Q: 3 clusters Score -2.649141e+07 nChanged 20737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230460 members 
Mstep: Class 2 contains 125178 members 
Entering Unmasked Estep 
Score: -26503624.000000 Penalty: 6339.707520
	Iteration 7F: 3 clusters Score -2.650362e+07 nChanged 23692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251058 members 
Mstep: Class 2 contains 104580 members 
Entering Unmasked Estep 
Score: -26520624.000000 Penalty: 6339.707520
	Iteration 8F: 3 clusters Score -2.652062e+07 nChanged 23970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272900 members 
Mstep: Class 2 contains 82738 members 
Entering Unmasked Estep 
Score: -26539252.000000 Penalty: 6339.707520
	Iteration 9F: 3 clusters Score -2.653925e+07 nChanged 21385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293067 members 
Mstep: Class 2 contains 62571 members 
Entering Unmasked Estep 
Score: -26557338.000000 Penalty: 6339.707520
	Iteration 10F: 3 clusters Score -2.655734e+07 nChanged 16725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309152 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -26571380.000000 Penalty: 6339.707520
	Iteration 11Q: 3 clusters Score -2.657138e+07 nChanged 12215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321099 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -26581406.000000 Penalty: 6339.707520
	Iteration 12Q: 3 clusters Score -2.658141e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330012 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -26588382.000000 Penalty: 6339.707520
	Iteration 13Q: 3 clusters Score -2.658838e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336495 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -26593262.000000 Penalty: 6339.707520
	Iteration 14Q: 3 clusters Score -2.659326e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341435 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -26596498.000000 Penalty: 6339.707520
	Iteration 15Q: 3 clusters Score -2.65965e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345072 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -26599256.000000 Penalty: 6339.707520
	Iteration 16Q: 3 clusters Score -2.659926e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347611 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -26600806.000000 Penalty: 6339.707520
	Iteration 17Q: 3 clusters Score -2.660081e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349395 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -26601832.000000 Penalty: 6339.707520
	Iteration 18Q: 3 clusters Score -2.660183e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350607 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -26602534.000000 Penalty: 6339.707520
	Iteration 19Q: 3 clusters Score -2.660253e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351400 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -26602892.000000 Penalty: 6339.707520
	Iteration 20F: 3 clusters Score -2.660289e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351951 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -26603122.000000 Penalty: 6339.707520
	Iteration 21Q: 3 clusters Score -2.660312e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352341 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -26603254.000000 Penalty: 6339.707520
	Iteration 22Q: 3 clusters Score -2.660325e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352644 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -26603468.000000 Penalty: 6339.707520
	Iteration 23Q: 3 clusters Score -2.660347e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352835 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -26603652.000000 Penalty: 6339.707520
	Iteration 24Q: 3 clusters Score -2.660365e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352983 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -26603736.000000 Penalty: 6339.707520
	Iteration 25Q: 3 clusters Score -2.660374e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353091 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -26603778.000000 Penalty: 6339.707520
	Iteration 26Q: 3 clusters Score -2.660378e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353155 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -26603794.000000 Penalty: 6339.707520
	Iteration 27Q: 3 clusters Score -2.660379e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353215 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -26603888.000000 Penalty: 6339.707520
	Iteration 28Q: 3 clusters Score -2.660389e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353274 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -26603946.000000 Penalty: 6339.707520
	Iteration 29Q: 3 clusters Score -2.660395e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353323 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -26603992.000000 Penalty: 6339.707520
	Iteration 30Q: 3 clusters Score -2.660399e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353347 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -26604040.000000 Penalty: 6339.707520
	Iteration 31Q: 3 clusters Score -2.660404e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353361 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -26604074.000000 Penalty: 6339.707520
	Iteration 32Q: 3 clusters Score -2.660407e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353355 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -26604090.000000 Penalty: 6339.707520
	Iteration 33Q: 3 clusters Score -2.660409e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353348 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -26604144.000000 Penalty: 6339.707520
	Iteration 34Q: 3 clusters Score -2.660414e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353360 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -26604192.000000 Penalty: 6339.707520
	Iteration 35Q: 3 clusters Score -2.660419e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353396 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -26604194.000000 Penalty: 6339.707520
	Iteration 36Q: 3 clusters Score -2.660419e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353420 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -26604184.000000 Penalty: 6339.707520
	Iteration 37Q: 3 clusters Score -2.660418e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353443 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -26604242.000000 Penalty: 6339.707520
	Iteration 38Q: 3 clusters Score -2.660424e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353461 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -26604256.000000 Penalty: 6339.707520
	Iteration 39Q: 3 clusters Score -2.660426e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353492 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -26604266.000000 Penalty: 6339.707520
	Iteration 40F: 3 clusters Score -2.660427e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353495 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -26604314.000000 Penalty: 6339.707520
	Iteration 41Q: 3 clusters Score -2.660431e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353496 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -26604330.000000 Penalty: 6339.707520
	Iteration 42Q: 3 clusters Score -2.660433e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353496 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -26604350.000000 Penalty: 6339.707520
	Iteration 43Q: 3 clusters Score -2.660435e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353502 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -26604400.000000 Penalty: 6339.707520
	Iteration 44Q: 3 clusters Score -2.66044e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353507 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -26604452.000000 Penalty: 6339.707520
	Iteration 45Q: 3 clusters Score -2.660445e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353499 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -26604448.000000 Penalty: 6339.707520
	Iteration 46Q: 3 clusters Score -2.660445e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353483 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -26604448.000000 Penalty: 6339.707520
	Iteration 47Q: 3 clusters Score -2.660445e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353476 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -26604484.000000 Penalty: 6339.707520
	Iteration 48Q: 3 clusters Score -2.660448e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353477 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -26604528.000000 Penalty: 6339.707520
	Iteration 49Q: 3 clusters Score -2.660453e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353477 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -26604546.000000 Penalty: 6339.707520
	Iteration 50Q: 3 clusters Score -2.660455e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353472 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -26604568.000000 Penalty: 6339.707520
	Iteration 51Q: 3 clusters Score -2.660457e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353470 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -26604584.000000 Penalty: 6339.707520
	Iteration 52Q: 3 clusters Score -2.660458e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353473 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -26604586.000000 Penalty: 6339.707520
	Iteration 53Q: 3 clusters Score -2.660459e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353473 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -26604588.000000 Penalty: 6339.707520
	Iteration 54Q: 3 clusters Score -2.660459e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353471 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -26604580.000000 Penalty: 6339.707520
	Iteration 55Q: 3 clusters Score -2.660458e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353461 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -26604572.000000 Penalty: 6339.707520
	Iteration 56Q: 3 clusters Score -2.660457e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353454 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -26604564.000000 Penalty: 6339.707520
	Iteration 57Q: 3 clusters Score -2.660456e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353449 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -26604576.000000 Penalty: 6339.707520
	Iteration 58Q: 3 clusters Score -2.660458e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353444 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -26604568.000000 Penalty: 6339.707520
	Iteration 59Q: 3 clusters Score -2.660457e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353436 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -26604598.000000 Penalty: 6339.707520
	Iteration 60F: 3 clusters Score -2.66046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353438 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -26604596.000000 Penalty: 6339.707520
	Iteration 61Q: 3 clusters Score -2.66046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353437 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -26604600.000000 Penalty: 6339.707520
	Iteration 62Q: 3 clusters Score -2.66046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353438 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -26604598.000000 Penalty: 6339.707520
	Iteration 63Q: 3 clusters Score -2.66046e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353441 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -26604596.000000 Penalty: 6339.707520
	Iteration 64Q: 3 clusters Score -2.66046e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353439 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -26604596.000000 Penalty: 6339.707520
	Iteration 65Q: 3 clusters Score -2.66046e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353440 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -26604606.000000 Penalty: 6339.707520
	Iteration 66Q: 3 clusters Score -2.660461e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353446 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -26604610.000000 Penalty: 6339.707520
	Iteration 67Q: 3 clusters Score -2.660461e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353446 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -26604620.000000 Penalty: 6339.707520
	Iteration 68Q: 3 clusters Score -2.660462e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353447 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -26604600.000000 Penalty: 6339.707520
	Iteration 69Q: 3 clusters Score -2.66046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353450 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -26604580.000000 Penalty: 6339.707520
	Iteration 70Q: 3 clusters Score -2.660458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353449 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -26604604.000000 Penalty: 6339.707520
	Iteration 71Q: 3 clusters Score -2.66046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353446 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -26604612.000000 Penalty: 6339.707520
	Iteration 72Q: 3 clusters Score -2.660461e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353452 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -26604628.000000 Penalty: 6339.707520
	Iteration 73Q: 3 clusters Score -2.660463e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353461 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -26604610.000000 Penalty: 6339.707520
	Iteration 74Q: 3 clusters Score -2.660461e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353466 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -26604614.000000 Penalty: 6339.707520
	Iteration 75Q: 3 clusters Score -2.660461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353470 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -26604594.000000 Penalty: 6339.707520
	Iteration 76Q: 3 clusters Score -2.660459e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353471 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -26604600.000000 Penalty: 6339.707520
	Iteration 77Q: 3 clusters Score -2.66046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353476 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -26604614.000000 Penalty: 6339.707520
	Iteration 78Q: 3 clusters Score -2.660461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353480 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -26604580.000000 Penalty: 6339.707520
	Iteration 79Q: 3 clusters Score -2.660458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353482 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -26604580.000000 Penalty: 6339.707520
	Iteration 80F: 3 clusters Score -2.660458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353483 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -26604590.000000 Penalty: 6339.707520
	Iteration 81Q: 3 clusters Score -2.660459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353486 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -26604574.000000 Penalty: 6339.707520
	Iteration 82Q: 3 clusters Score -2.660457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353489 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -26604572.000000 Penalty: 6339.707520
	Iteration 83Q: 3 clusters Score -2.660457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353489 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -26604572.000000 Penalty: 6339.707520
	Iteration 84F: 3 clusters Score -2.660457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Entering Unmasked Estep 
Score: -3035418.500000 Penalty: 2619.059082
	Iteration 0F: 2 clusters Score -3035418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -3009229.500000 Penalty: 5238.118164
	Iteration 0F: 3 clusters Score -3009230 nChanged 17547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -3018772.750000 Penalty: 5238.118164
	Iteration 1F: 3 clusters Score -3018773 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -3019343.750000 Penalty: 5238.118164
	Iteration 2Q: 3 clusters Score -3019344 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -3019984.250000 Penalty: 5238.118164
	Iteration 3Q: 3 clusters Score -3019984 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -3020800.250000 Penalty: 5238.118164
	Iteration 4Q: 3 clusters Score -3020800 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -3021933.250000 Penalty: 5238.118164
	Iteration 5F: 3 clusters Score -3021933 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -3023422.750000 Penalty: 5238.118164
	Iteration 6F: 3 clusters Score -3023423 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -3025233.000000 Penalty: 5238.118164
	Iteration 7F: 3 clusters Score -3025233 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -3027045.500000 Penalty: 5238.118164
	Iteration 8F: 3 clusters Score -3027046 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -3028621.500000 Penalty: 5238.118164
	Iteration 9F: 3 clusters Score -3028622 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -3029636.750000 Penalty: 5238.118164
	Iteration 10Q: 3 clusters Score -3029637 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -3030237.750000 Penalty: 5238.118164
	Iteration 11Q: 3 clusters Score -3030238 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -3030558.750000 Penalty: 5238.118164
	Iteration 12Q: 3 clusters Score -3030559 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -3030740.250000 Penalty: 5238.118164
	Iteration 13Q: 3 clusters Score -3030740 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -3030894.250000 Penalty: 5238.118164
	Iteration 14Q: 3 clusters Score -3030894 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -3030995.000000 Penalty: 5238.118164
	Iteration 15Q: 3 clusters Score -3030995 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -3031101.750000 Penalty: 5238.118164
	Iteration 16Q: 3 clusters Score -3031102 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -3031197.750000 Penalty: 5238.118164
	Iteration 17Q: 3 clusters Score -3031198 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -3031261.000000 Penalty: 5238.118164
	Iteration 18Q: 3 clusters Score -3031261 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -3031339.500000 Penalty: 5238.118164
	Iteration 19Q: 3 clusters Score -3031340 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -3031403.250000 Penalty: 5238.118164
	Iteration 20F: 3 clusters Score -3031403 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -3031448.750000 Penalty: 5238.118164
	Iteration 21Q: 3 clusters Score -3031449 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -3031506.000000 Penalty: 5238.118164
	Iteration 22Q: 3 clusters Score -3031506 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -3031570.250000 Penalty: 5238.118164
	Iteration 23Q: 3 clusters Score -3031570 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -3031631.750000 Penalty: 5238.118164
	Iteration 24Q: 3 clusters Score -3031632 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -3031712.500000 Penalty: 5238.118164
	Iteration 25Q: 3 clusters Score -3031712 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -3031760.250000 Penalty: 5238.118164
	Iteration 26Q: 3 clusters Score -3031760 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -3031827.750000 Penalty: 5238.118164
	Iteration 27Q: 3 clusters Score -3031828 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -3031873.750000 Penalty: 5238.118164
	Iteration 28Q: 3 clusters Score -3031874 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -3031948.250000 Penalty: 5238.118164
	Iteration 29Q: 3 clusters Score -3031948 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -3031996.750000 Penalty: 5238.118164
	Iteration 30Q: 3 clusters Score -3031997 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -3032064.750000 Penalty: 5238.118164
	Iteration 31Q: 3 clusters Score -3032065 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -3032132.500000 Penalty: 5238.118164
	Iteration 32Q: 3 clusters Score -3032132 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -3032200.500000 Penalty: 5238.118164
	Iteration 33Q: 3 clusters Score -3032200 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -3032272.750000 Penalty: 5238.118164
	Iteration 34Q: 3 clusters Score -3032273 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -3032325.000000 Penalty: 5238.118164
	Iteration 35Q: 3 clusters Score -3032325 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -3032380.750000 Penalty: 5238.118164
	Iteration 36Q: 3 clusters Score -3032381 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -3032412.000000 Penalty: 5238.118164
	Iteration 37Q: 3 clusters Score -3032412 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -3032466.500000 Penalty: 5238.118164
	Iteration 38Q: 3 clusters Score -3032466 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -3032502.750000 Penalty: 5238.118164
	Iteration 39Q: 3 clusters Score -3032503 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -3032535.000000 Penalty: 5238.118164
	Iteration 40F: 3 clusters Score -3032535 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -3032561.500000 Penalty: 5238.118164
	Iteration 41Q: 3 clusters Score -3032562 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -3032596.750000 Penalty: 5238.118164
	Iteration 42Q: 3 clusters Score -3032597 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -3032617.750000 Penalty: 5238.118164
	Iteration 43Q: 3 clusters Score -3032618 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -3032649.000000 Penalty: 5238.118164
	Iteration 44Q: 3 clusters Score -3032649 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -3032686.000000 Penalty: 5238.118164
	Iteration 45Q: 3 clusters Score -3032686 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -3032712.000000 Penalty: 5238.118164
	Iteration 46Q: 3 clusters Score -3032712 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -3032736.250000 Penalty: 5238.118164
	Iteration 47Q: 3 clusters Score -3032736 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -3032768.500000 Penalty: 5238.118164
	Iteration 48Q: 3 clusters Score -3032768 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -3032787.500000 Penalty: 5238.118164
	Iteration 49Q: 3 clusters Score -3032788 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -3032812.250000 Penalty: 5238.118164
	Iteration 50Q: 3 clusters Score -3032812 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -3032826.500000 Penalty: 5238.118164
	Iteration 51Q: 3 clusters Score -3032826 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -3032849.000000 Penalty: 5238.118164
	Iteration 52Q: 3 clusters Score -3032849 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -3032872.500000 Penalty: 5238.118164
	Iteration 53Q: 3 clusters Score -3032872 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -3032897.000000 Penalty: 5238.118164
	Iteration 54Q: 3 clusters Score -3032897 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -3032917.250000 Penalty: 5238.118164
	Iteration 55Q: 3 clusters Score -3032917 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -3032927.500000 Penalty: 5238.118164
	Iteration 56Q: 3 clusters Score -3032928 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -3032960.750000 Penalty: 5238.118164
	Iteration 57Q: 3 clusters Score -3032961 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -3032979.750000 Penalty: 5238.118164
	Iteration 58Q: 3 clusters Score -3032980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -3032985.750000 Penalty: 5238.118164
	Iteration 59Q: 3 clusters Score -3032986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -3033003.750000 Penalty: 5238.118164
	Iteration 60F: 3 clusters Score -3033004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -3033023.500000 Penalty: 5238.118164
	Iteration 61Q: 3 clusters Score -3033024 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -3033022.750000 Penalty: 5238.118164
	Iteration 62Q: 3 clusters Score -3033023 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -3033037.750000 Penalty: 5238.118164
	Iteration 63Q: 3 clusters Score -3033038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -3033044.000000 Penalty: 5238.118164
	Iteration 64Q: 3 clusters Score -3033044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -3033049.750000 Penalty: 5238.118164
	Iteration 65Q: 3 clusters Score -3033050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -3033064.250000 Penalty: 5238.118164
	Iteration 66Q: 3 clusters Score -3033064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -3033076.000000 Penalty: 5238.118164
	Iteration 67Q: 3 clusters Score -3033076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -3033089.500000 Penalty: 5238.118164
	Iteration 68Q: 3 clusters Score -3033090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -3033093.500000 Penalty: 5238.118164
	Iteration 69Q: 3 clusters Score -3033094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -3033097.000000 Penalty: 5238.118164
	Iteration 70Q: 3 clusters Score -3033097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -3033099.750000 Penalty: 5238.118164
	Iteration 71Q: 3 clusters Score -3033100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -3033103.750000 Penalty: 5238.118164
	Iteration 72Q: 3 clusters Score -3033104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -3033110.000000 Penalty: 5238.118164
	Iteration 73Q: 3 clusters Score -3033110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -3033110.000000 Penalty: 5238.118164
	Iteration 74Q: 3 clusters Score -3033110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -3033108.250000 Penalty: 5238.118164
	Iteration 75Q: 3 clusters Score -3033108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -3033116.250000 Penalty: 5238.118164
	Iteration 76Q: 3 clusters Score -3033116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -3033124.250000 Penalty: 5238.118164
	Iteration 77Q: 3 clusters Score -3033124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -3033131.500000 Penalty: 5238.118164
	Iteration 78Q: 3 clusters Score -3033132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -3033133.750000 Penalty: 5238.118164
	Iteration 79Q: 3 clusters Score -3033134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -3033135.000000 Penalty: 5238.118164
	Iteration 80F: 3 clusters Score -3033135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -3033138.000000 Penalty: 5238.118164
	Iteration 81Q: 3 clusters Score -3033138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -3033139.250000 Penalty: 5238.118164
	Iteration 82Q: 3 clusters Score -3033139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -3033137.750000 Penalty: 5238.118164
	Iteration 83Q: 3 clusters Score -3033138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -3033140.000000 Penalty: 5238.118164
	Iteration 84Q: 3 clusters Score -3033140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -3033136.750000 Penalty: 5238.118164
	Iteration 85Q: 3 clusters Score -3033137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -3033138.250000 Penalty: 5238.118164
	Iteration 86Q: 3 clusters Score -3033138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -3033137.500000 Penalty: 5238.118164
	Iteration 87Q: 3 clusters Score -3033138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -3033138.250000 Penalty: 5238.118164
	Iteration 88Q: 3 clusters Score -3033138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -3033136.500000 Penalty: 5238.118164
	Iteration 89Q: 3 clusters Score -3033136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -3033136.500000 Penalty: 5238.118164
	Iteration 90F: 3 clusters Score -3033136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Entering Unmasked Estep 
Score: -247103.546875 Penalty: 2083.975830
	Iteration 0F: 2 clusters Score -247103.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -242993.078125 Penalty: 4167.951660
	Iteration 0F: 3 clusters Score -242993.1 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -244477.156250 Penalty: 4167.951660
	Iteration 1F: 3 clusters Score -244477.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -245074.875000 Penalty: 4167.951660
	Iteration 2F: 3 clusters Score -245074.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -245493.796875 Penalty: 4167.951660
	Iteration 3F: 3 clusters Score -245493.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -245788.093750 Penalty: 4167.951660
	Iteration 4F: 3 clusters Score -245788.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -245970.328125 Penalty: 4167.951660
	Iteration 5F: 3 clusters Score -245970.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -246101.640625 Penalty: 4167.951660
	Iteration 6Q: 3 clusters Score -246101.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -246198.062500 Penalty: 4167.951660
	Iteration 7Q: 3 clusters Score -246198.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -246296.234375 Penalty: 4167.951660
	Iteration 8Q: 3 clusters Score -246296.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -246375.906250 Penalty: 4167.951660
	Iteration 9Q: 3 clusters Score -246375.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -246447.625000 Penalty: 4167.951660
	Iteration 10Q: 3 clusters Score -246447.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -246521.703125 Penalty: 4167.951660
	Iteration 11Q: 3 clusters Score -246521.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -246602.171875 Penalty: 4167.951660
	Iteration 12Q: 3 clusters Score -246602.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -246655.218750 Penalty: 4167.951660
	Iteration 13Q: 3 clusters Score -246655.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -246683.703125 Penalty: 4167.951660
	Iteration 14Q: 3 clusters Score -246683.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -246706.500000 Penalty: 4167.951660
	Iteration 15Q: 3 clusters Score -246706.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -246727.078125 Penalty: 4167.951660
	Iteration 16Q: 3 clusters Score -246727.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -246743.703125 Penalty: 4167.951660
	Iteration 17Q: 3 clusters Score -246743.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -246759.375000 Penalty: 4167.951660
	Iteration 18Q: 3 clusters Score -246759.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -246773.890625 Penalty: 4167.951660
	Iteration 19Q: 3 clusters Score -246773.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -246782.703125 Penalty: 4167.951660
	Iteration 20F: 3 clusters Score -246782.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -246792.406250 Penalty: 4167.951660
	Iteration 21Q: 3 clusters Score -246792.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -246797.781250 Penalty: 4167.951660
	Iteration 22Q: 3 clusters Score -246797.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -246806.500000 Penalty: 4167.951660
	Iteration 23Q: 3 clusters Score -246806.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -246809.609375 Penalty: 4167.951660
	Iteration 24Q: 3 clusters Score -246809.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -246811.421875 Penalty: 4167.951660
	Iteration 25Q: 3 clusters Score -246811.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -246815.078125 Penalty: 4167.951660
	Iteration 26Q: 3 clusters Score -246815.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -246818.343750 Penalty: 4167.951660
	Iteration 27Q: 3 clusters Score -246818.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -246820.328125 Penalty: 4167.951660
	Iteration 28Q: 3 clusters Score -246820.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -246821.078125 Penalty: 4167.951660
	Iteration 29Q: 3 clusters Score -246821.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -246822.515625 Penalty: 4167.951660
	Iteration 30Q: 3 clusters Score -246822.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -246822.656250 Penalty: 4167.951660
	Iteration 31Q: 3 clusters Score -246822.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -246822.656250 Penalty: 4167.951660
	Iteration 32F: 3 clusters Score -246822.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -353911.625000 Penalty: 2109.921631
	Iteration 0F: 2 clusters Score -353911.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -349432.968750 Penalty: 4219.843262
	Iteration 0F: 3 clusters Score -349433 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -350853.093750 Penalty: 4219.843262
	Iteration 1F: 3 clusters Score -350853.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -351399.125000 Penalty: 4219.843262
	Iteration 2F: 3 clusters Score -351399.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -351811.406250 Penalty: 4219.843262
	Iteration 3F: 3 clusters Score -351811.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -352115.468750 Penalty: 4219.843262
	Iteration 4F: 3 clusters Score -352115.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -352345.343750 Penalty: 4219.843262
	Iteration 5F: 3 clusters Score -352345.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -352504.156250 Penalty: 4219.843262
	Iteration 6Q: 3 clusters Score -352504.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -352605.343750 Penalty: 4219.843262
	Iteration 7Q: 3 clusters Score -352605.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -352671.000000 Penalty: 4219.843262
	Iteration 8Q: 3 clusters Score -352671 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -352724.156250 Penalty: 4219.843262
	Iteration 9Q: 3 clusters Score -352724.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -352771.406250 Penalty: 4219.843262
	Iteration 10Q: 3 clusters Score -352771.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -352809.843750 Penalty: 4219.843262
	Iteration 11Q: 3 clusters Score -352809.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -352836.843750 Penalty: 4219.843262
	Iteration 12Q: 3 clusters Score -352836.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -352856.218750 Penalty: 4219.843262
	Iteration 13Q: 3 clusters Score -352856.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -352875.937500 Penalty: 4219.843262
	Iteration 14Q: 3 clusters Score -352875.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -352896.656250 Penalty: 4219.843262
	Iteration 15Q: 3 clusters Score -352896.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -352912.875000 Penalty: 4219.843262
	Iteration 16Q: 3 clusters Score -352912.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -352927.218750 Penalty: 4219.843262
	Iteration 17Q: 3 clusters Score -352927.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -352939.125000 Penalty: 4219.843262
	Iteration 18Q: 3 clusters Score -352939.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -352948.000000 Penalty: 4219.843262
	Iteration 19Q: 3 clusters Score -352948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -352959.250000 Penalty: 4219.843262
	Iteration 20F: 3 clusters Score -352959.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -352967.156250 Penalty: 4219.843262
	Iteration 21Q: 3 clusters Score -352967.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -352972.656250 Penalty: 4219.843262
	Iteration 22Q: 3 clusters Score -352972.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -352979.843750 Penalty: 4219.843262
	Iteration 23Q: 3 clusters Score -352979.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -352989.593750 Penalty: 4219.843262
	Iteration 24Q: 3 clusters Score -352989.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -353002.031250 Penalty: 4219.843262
	Iteration 25Q: 3 clusters Score -353002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -353009.687500 Penalty: 4219.843262
	Iteration 26Q: 3 clusters Score -353009.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -353015.093750 Penalty: 4219.843262
	Iteration 27Q: 3 clusters Score -353015.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -353018.843750 Penalty: 4219.843262
	Iteration 28Q: 3 clusters Score -353018.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -353023.593750 Penalty: 4219.843262
	Iteration 29Q: 3 clusters Score -353023.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -353027.468750 Penalty: 4219.843262
	Iteration 30Q: 3 clusters Score -353027.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -353032.906250 Penalty: 4219.843262
	Iteration 31Q: 3 clusters Score -353032.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -353038.968750 Penalty: 4219.843262
	Iteration 32Q: 3 clusters Score -353039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -353041.281250 Penalty: 4219.843262
	Iteration 33Q: 3 clusters Score -353041.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -353043.562500 Penalty: 4219.843262
	Iteration 34Q: 3 clusters Score -353043.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -353048.375000 Penalty: 4219.843262
	Iteration 35Q: 3 clusters Score -353048.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -353054.687500 Penalty: 4219.843262
	Iteration 36Q: 3 clusters Score -353054.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -353057.937500 Penalty: 4219.843262
	Iteration 37Q: 3 clusters Score -353057.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -353059.062500 Penalty: 4219.843262
	Iteration 38Q: 3 clusters Score -353059.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -353061.312500 Penalty: 4219.843262
	Iteration 39Q: 3 clusters Score -353061.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -353063.062500 Penalty: 4219.843262
	Iteration 40F: 3 clusters Score -353063.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -353063.562500 Penalty: 4219.843262
	Iteration 41Q: 3 clusters Score -353063.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -353066.062500 Penalty: 4219.843262
	Iteration 42Q: 3 clusters Score -353066.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -353069.625000 Penalty: 4219.843262
	Iteration 43Q: 3 clusters Score -353069.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -353072.781250 Penalty: 4219.843262
	Iteration 44Q: 3 clusters Score -353072.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -353074.687500 Penalty: 4219.843262
	Iteration 45Q: 3 clusters Score -353074.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -353077.125000 Penalty: 4219.843262
	Iteration 46Q: 3 clusters Score -353077.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -353078.250000 Penalty: 4219.843262
	Iteration 47Q: 3 clusters Score -353078.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -353080.406250 Penalty: 4219.843262
	Iteration 48Q: 3 clusters Score -353080.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -353081.687500 Penalty: 4219.843262
	Iteration 49Q: 3 clusters Score -353081.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -353083.156250 Penalty: 4219.843262
	Iteration 50Q: 3 clusters Score -353083.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -353083.250000 Penalty: 4219.843262
	Iteration 51Q: 3 clusters Score -353083.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -353084.156250 Penalty: 4219.843262
	Iteration 52Q: 3 clusters Score -353084.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -353084.156250 Penalty: 4219.843262
	Iteration 53F: 3 clusters Score -353084.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Entering Unmasked Estep 
Score: -549142.437500 Penalty: 2202.729736
	Iteration 0F: 2 clusters Score -549142.4 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 3598 members 
Entering Unmasked Estep 
Score: -543203.312500 Penalty: 4405.459473
	Iteration 0F: 3 clusters Score -543203.3 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -544820.687500 Penalty: 4405.459473
	Iteration 1F: 3 clusters Score -544820.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -545082.500000 Penalty: 4405.459473
	Iteration 2F: 3 clusters Score -545082.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -545269.187500 Penalty: 4405.459473
	Iteration 3F: 3 clusters Score -545269.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -545427.250000 Penalty: 4405.459473
	Iteration 4Q: 3 clusters Score -545427.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -545541.250000 Penalty: 4405.459473
	Iteration 5Q: 3 clusters Score -545541.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -545640.562500 Penalty: 4405.459473
	Iteration 6Q: 3 clusters Score -545640.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -545733.500000 Penalty: 4405.459473
	Iteration 7Q: 3 clusters Score -545733.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -545811.250000 Penalty: 4405.459473
	Iteration 8Q: 3 clusters Score -545811.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -545893.500000 Penalty: 4405.459473
	Iteration 9Q: 3 clusters Score -545893.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -545983.500000 Penalty: 4405.459473
	Iteration 10Q: 3 clusters Score -545983.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -546072.812500 Penalty: 4405.459473
	Iteration 11Q: 3 clusters Score -546072.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -546169.375000 Penalty: 4405.459473
	Iteration 12Q: 3 clusters Score -546169.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -546282.187500 Penalty: 4405.459473
	Iteration 13Q: 3 clusters Score -546282.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -546403.187500 Penalty: 4405.459473
	Iteration 14Q: 3 clusters Score -546403.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -546532.625000 Penalty: 4405.459473
	Iteration 15Q: 3 clusters Score -546532.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -546647.625000 Penalty: 4405.459473
	Iteration 16Q: 3 clusters Score -546647.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -546738.812500 Penalty: 4405.459473
	Iteration 17Q: 3 clusters Score -546738.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -546818.750000 Penalty: 4405.459473
	Iteration 18Q: 3 clusters Score -546818.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -546876.000000 Penalty: 4405.459473
	Iteration 19Q: 3 clusters Score -546876 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -546929.250000 Penalty: 4405.459473
	Iteration 20F: 3 clusters Score -546929.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -546979.750000 Penalty: 4405.459473
	Iteration 21Q: 3 clusters Score -546979.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -547027.937500 Penalty: 4405.459473
	Iteration 22Q: 3 clusters Score -547027.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -547064.562500 Penalty: 4405.459473
	Iteration 23Q: 3 clusters Score -547064.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -547095.062500 Penalty: 4405.459473
	Iteration 24Q: 3 clusters Score -547095.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -547125.250000 Penalty: 4405.459473
	Iteration 25Q: 3 clusters Score -547125.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -547147.187500 Penalty: 4405.459473
	Iteration 26Q: 3 clusters Score -547147.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -547162.187500 Penalty: 4405.459473
	Iteration 27Q: 3 clusters Score -547162.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -547175.875000 Penalty: 4405.459473
	Iteration 28Q: 3 clusters Score -547175.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -547190.375000 Penalty: 4405.459473
	Iteration 29Q: 3 clusters Score -547190.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -547210.125000 Penalty: 4405.459473
	Iteration 30Q: 3 clusters Score -547210.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -547220.937500 Penalty: 4405.459473
	Iteration 31Q: 3 clusters Score -547220.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -547232.062500 Penalty: 4405.459473
	Iteration 32Q: 3 clusters Score -547232.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -547235.812500 Penalty: 4405.459473
	Iteration 33Q: 3 clusters Score -547235.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -547237.937500 Penalty: 4405.459473
	Iteration 34Q: 3 clusters Score -547237.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -547238.125000 Penalty: 4405.459473
	Iteration 35Q: 3 clusters Score -547238.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -547238.125000 Penalty: 4405.459473
	Iteration 36F: 3 clusters Score -547238.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Entering Unmasked Estep 
Score: -478045.375000 Penalty: 2173.640137
	Iteration 0F: 2 clusters Score -478045.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -472692.718750 Penalty: 4347.280273
	Iteration 0F: 3 clusters Score -472692.7 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -474057.312500 Penalty: 4347.280273
	Iteration 1F: 3 clusters Score -474057.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -474292.125000 Penalty: 4347.280273
	Iteration 2F: 3 clusters Score -474292.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -474440.843750 Penalty: 4347.280273
	Iteration 3Q: 3 clusters Score -474440.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -474550.062500 Penalty: 4347.280273
	Iteration 4Q: 3 clusters Score -474550.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -474659.937500 Penalty: 4347.280273
	Iteration 5Q: 3 clusters Score -474659.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -474767.031250 Penalty: 4347.280273
	Iteration 6Q: 3 clusters Score -474767 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -474865.156250 Penalty: 4347.280273
	Iteration 7Q: 3 clusters Score -474865.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -474968.093750 Penalty: 4347.280273
	Iteration 8Q: 3 clusters Score -474968.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -475063.593750 Penalty: 4347.280273
	Iteration 9Q: 3 clusters Score -475063.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -475173.343750 Penalty: 4347.280273
	Iteration 10Q: 3 clusters Score -475173.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -475269.875000 Penalty: 4347.280273
	Iteration 11Q: 3 clusters Score -475269.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -475369.843750 Penalty: 4347.280273
	Iteration 12Q: 3 clusters Score -475369.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -475500.343750 Penalty: 4347.280273
	Iteration 13Q: 3 clusters Score -475500.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -475664.843750 Penalty: 4347.280273
	Iteration 14Q: 3 clusters Score -475664.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -475821.562500 Penalty: 4347.280273
	Iteration 15Q: 3 clusters Score -475821.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -475993.687500 Penalty: 4347.280273
	Iteration 16Q: 3 clusters Score -475993.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -476132.937500 Penalty: 4347.280273
	Iteration 17Q: 3 clusters Score -476132.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -476247.625000 Penalty: 4347.280273
	Iteration 18Q: 3 clusters Score -476247.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -476339.312500 Penalty: 4347.280273
	Iteration 19Q: 3 clusters Score -476339.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -476401.625000 Penalty: 4347.280273
	Iteration 20F: 3 clusters Score -476401.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -476453.937500 Penalty: 4347.280273
	Iteration 21Q: 3 clusters Score -476453.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -476487.906250 Penalty: 4347.280273
	Iteration 22Q: 3 clusters Score -476487.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -476523.906250 Penalty: 4347.280273
	Iteration 23Q: 3 clusters Score -476523.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -476554.156250 Penalty: 4347.280273
	Iteration 24Q: 3 clusters Score -476554.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -476581.843750 Penalty: 4347.280273
	Iteration 25Q: 3 clusters Score -476581.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -476598.031250 Penalty: 4347.280273
	Iteration 26Q: 3 clusters Score -476598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -476608.156250 Penalty: 4347.280273
	Iteration 27Q: 3 clusters Score -476608.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -476615.156250 Penalty: 4347.280273
	Iteration 28Q: 3 clusters Score -476615.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -476623.781250 Penalty: 4347.280273
	Iteration 29Q: 3 clusters Score -476623.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -476635.843750 Penalty: 4347.280273
	Iteration 30Q: 3 clusters Score -476635.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -476644.406250 Penalty: 4347.280273
	Iteration 31Q: 3 clusters Score -476644.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -476651.406250 Penalty: 4347.280273
	Iteration 32Q: 3 clusters Score -476651.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -476658.656250 Penalty: 4347.280273
	Iteration 33Q: 3 clusters Score -476658.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -476663.875000 Penalty: 4347.280273
	Iteration 34Q: 3 clusters Score -476663.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -476667.406250 Penalty: 4347.280273
	Iteration 35Q: 3 clusters Score -476667.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -476670.937500 Penalty: 4347.280273
	Iteration 36Q: 3 clusters Score -476670.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -476673.437500 Penalty: 4347.280273
	Iteration 37Q: 3 clusters Score -476673.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -476677.531250 Penalty: 4347.280273
	Iteration 38Q: 3 clusters Score -476677.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -476679.718750 Penalty: 4347.280273
	Iteration 39Q: 3 clusters Score -476679.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -476681.843750 Penalty: 4347.280273
	Iteration 40F: 3 clusters Score -476681.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -476682.031250 Penalty: 4347.280273
	Iteration 41Q: 3 clusters Score -476682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -476685.031250 Penalty: 4347.280273
	Iteration 42Q: 3 clusters Score -476685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -476685.093750 Penalty: 4347.280273
	Iteration 43Q: 3 clusters Score -476685.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -476686.875000 Penalty: 4347.280273
	Iteration 44Q: 3 clusters Score -476686.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -476686.781250 Penalty: 4347.280273
	Iteration 45Q: 3 clusters Score -476686.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -476687.812500 Penalty: 4347.280273
	Iteration 46Q: 3 clusters Score -476687.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -476688.781250 Penalty: 4347.280273
	Iteration 47Q: 3 clusters Score -476688.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -476690.062500 Penalty: 4347.280273
	Iteration 48Q: 3 clusters Score -476690.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -476690.250000 Penalty: 4347.280273
	Iteration 49Q: 3 clusters Score -476690.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -476689.437500 Penalty: 4347.280273
	Iteration 50Q: 3 clusters Score -476689.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -476690.843750 Penalty: 4347.280273
	Iteration 51Q: 3 clusters Score -476690.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -476691.687500 Penalty: 4347.280273
	Iteration 52Q: 3 clusters Score -476691.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -476691.687500 Penalty: 4347.280273
	Iteration 53Q: 3 clusters Score -476691.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -476693.062500 Penalty: 4347.280273
	Iteration 54Q: 3 clusters Score -476693.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -476694.125000 Penalty: 4347.280273
	Iteration 55Q: 3 clusters Score -476694.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -476694.625000 Penalty: 4347.280273
	Iteration 56Q: 3 clusters Score -476694.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -476694.625000 Penalty: 4347.280273
	Iteration 57F: 3 clusters Score -476694.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130140 members 
Entering Unmasked Estep 
Score: -9943603.000000 Penalty: 2920.538818
	Iteration 0F: 2 clusters Score -9943603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 64941 members 
Entering Unmasked Estep 
Score: -9856504.000000 Penalty: 5841.077637
	Iteration 0F: 3 clusters Score -9856504 nChanged 61931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67008 members 
Mstep: Class 2 contains 63132 members 
Entering Unmasked Estep 
Score: -9892247.000000 Penalty: 5841.077637
	Iteration 1F: 3 clusters Score -9892247 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68454 members 
Mstep: Class 2 contains 61686 members 
Entering Unmasked Estep 
Score: -9893114.000000 Penalty: 5841.077637
	Iteration 2Q: 3 clusters Score -9893114 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70646 members 
Mstep: Class 2 contains 59494 members 
Entering Unmasked Estep 
Score: -9894251.000000 Penalty: 5841.077637
	Iteration 3Q: 3 clusters Score -9894251 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74040 members 
Mstep: Class 2 contains 56100 members 
Entering Unmasked Estep 
Score: -9895874.000000 Penalty: 5841.077637
	Iteration 4Q: 3 clusters Score -9895874 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79025 members 
Mstep: Class 2 contains 51115 members 
Entering Unmasked Estep 
Score: -9898683.000000 Penalty: 5841.077637
	Iteration 5Q: 3 clusters Score -9898683 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86059 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -9903477.000000 Penalty: 5841.077637
	Iteration 6F: 3 clusters Score -9903477 nChanged 9455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94926 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -9910502.000000 Penalty: 5841.077637
	Iteration 7F: 3 clusters Score -9910502 nChanged 10100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104676 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -9919210.000000 Penalty: 5841.077637
	Iteration 8F: 3 clusters Score -9919210 nChanged 8905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113389 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -9927266.000000 Penalty: 5841.077637
	Iteration 9F: 3 clusters Score -9927266 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119727 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -9933163.000000 Penalty: 5841.077637
	Iteration 10Q: 3 clusters Score -9933163 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123714 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -9936621.000000 Penalty: 5841.077637
	Iteration 11Q: 3 clusters Score -9936621 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126094 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -9938604.000000 Penalty: 5841.077637
	Iteration 12Q: 3 clusters Score -9938604 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127372 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -9939753.000000 Penalty: 5841.077637
	Iteration 13Q: 3 clusters Score -9939753 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128052 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -9940343.000000 Penalty: 5841.077637
	Iteration 14Q: 3 clusters Score -9940343 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128402 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -9940747.000000 Penalty: 5841.077637
	Iteration 15Q: 3 clusters Score -9940747 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128591 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -9940959.000000 Penalty: 5841.077637
	Iteration 16Q: 3 clusters Score -9940959 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128709 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -9941097.000000 Penalty: 5841.077637
	Iteration 17Q: 3 clusters Score -9941097 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128770 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -9941206.000000 Penalty: 5841.077637
	Iteration 18Q: 3 clusters Score -9941206 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128819 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -9941268.000000 Penalty: 5841.077637
	Iteration 19Q: 3 clusters Score -9941268 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128848 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -9941314.000000 Penalty: 5841.077637
	Iteration 20F: 3 clusters Score -9941314 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128864 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -9941364.000000 Penalty: 5841.077637
	Iteration 21Q: 3 clusters Score -9941364 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128869 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -9941409.000000 Penalty: 5841.077637
	Iteration 22Q: 3 clusters Score -9941409 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128875 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -9941456.000000 Penalty: 5841.077637
	Iteration 23Q: 3 clusters Score -9941456 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128888 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -9941480.000000 Penalty: 5841.077637
	Iteration 24Q: 3 clusters Score -9941480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128893 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -9941480.000000 Penalty: 5841.077637
	Iteration 25Q: 3 clusters Score -9941480 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128892 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -9941495.000000 Penalty: 5841.077637
	Iteration 26Q: 3 clusters Score -9941495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128899 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -9941512.000000 Penalty: 5841.077637
	Iteration 27Q: 3 clusters Score -9941512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128907 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -9941520.000000 Penalty: 5841.077637
	Iteration 28Q: 3 clusters Score -9941520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128907 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -9941533.000000 Penalty: 5841.077637
	Iteration 29Q: 3 clusters Score -9941533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128910 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -9941534.000000 Penalty: 5841.077637
	Iteration 30Q: 3 clusters Score -9941534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128914 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -9941535.000000 Penalty: 5841.077637
	Iteration 31Q: 3 clusters Score -9941535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128920 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -9941527.000000 Penalty: 5841.077637
	Iteration 32Q: 3 clusters Score -9941527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128927 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -9941542.000000 Penalty: 5841.077637
	Iteration 33Q: 3 clusters Score -9941542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128930 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -9941543.000000 Penalty: 5841.077637
	Iteration 34Q: 3 clusters Score -9941543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128934 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9941554.000000 Penalty: 5841.077637
	Iteration 35Q: 3 clusters Score -9941554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128937 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -9941556.000000 Penalty: 5841.077637
	Iteration 36Q: 3 clusters Score -9941556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128941 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -9941550.000000 Penalty: 5841.077637
	Iteration 37Q: 3 clusters Score -9941550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128938 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -9941564.000000 Penalty: 5841.077637
	Iteration 38Q: 3 clusters Score -9941564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128939 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -9941575.000000 Penalty: 5841.077637
	Iteration 39Q: 3 clusters Score -9941575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128940 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9941580.000000 Penalty: 5841.077637
	Iteration 40F: 3 clusters Score -9941580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128938 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -9941575.000000 Penalty: 5841.077637
	Iteration 41Q: 3 clusters Score -9941575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128939 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -9941585.000000 Penalty: 5841.077637
	Iteration 42Q: 3 clusters Score -9941585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128942 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -9941582.000000 Penalty: 5841.077637
	Iteration 43Q: 3 clusters Score -9941582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128941 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -9941577.000000 Penalty: 5841.077637
	Iteration 44Q: 3 clusters Score -9941577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128938 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -9941575.000000 Penalty: 5841.077637
	Iteration 45Q: 3 clusters Score -9941575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128935 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -9941573.000000 Penalty: 5841.077637
	Iteration 46Q: 3 clusters Score -9941573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128936 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -9941580.000000 Penalty: 5841.077637
	Iteration 47Q: 3 clusters Score -9941580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128938 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -9941576.000000 Penalty: 5841.077637
	Iteration 48Q: 3 clusters Score -9941576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128939 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -9941574.000000 Penalty: 5841.077637
	Iteration 49Q: 3 clusters Score -9941574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128939 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -9941574.000000 Penalty: 5841.077637
	Iteration 50F: 3 clusters Score -9941574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Entering Unmasked Estep 
Score: -1623620.750000 Penalty: 2504.738770
	Iteration 0F: 2 clusters Score -1623621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1606770.875000 Penalty: 5009.477539
	Iteration 0F: 3 clusters Score -1606771 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1612754.000000 Penalty: 5009.477539
	Iteration 1F: 3 clusters Score -1612754 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1613405.125000 Penalty: 5009.477539
	Iteration 2F: 3 clusters Score -1613405 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1614006.375000 Penalty: 5009.477539
	Iteration 3F: 3 clusters Score -1614006 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1614480.500000 Penalty: 5009.477539
	Iteration 4Q: 3 clusters Score -1614480 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1614863.375000 Penalty: 5009.477539
	Iteration 5Q: 3 clusters Score -1614863 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1615185.375000 Penalty: 5009.477539
	Iteration 6Q: 3 clusters Score -1615185 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1615484.375000 Penalty: 5009.477539
	Iteration 7Q: 3 clusters Score -1615484 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1615758.500000 Penalty: 5009.477539
	Iteration 8Q: 3 clusters Score -1615758 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1616027.125000 Penalty: 5009.477539
	Iteration 9Q: 3 clusters Score -1616027 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1616295.750000 Penalty: 5009.477539
	Iteration 10Q: 3 clusters Score -1616296 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1616605.250000 Penalty: 5009.477539
	Iteration 11Q: 3 clusters Score -1616605 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1616923.750000 Penalty: 5009.477539
	Iteration 12Q: 3 clusters Score -1616924 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1617309.875000 Penalty: 5009.477539
	Iteration 13Q: 3 clusters Score -1617310 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1617728.500000 Penalty: 5009.477539
	Iteration 14Q: 3 clusters Score -1617728 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1618186.625000 Penalty: 5009.477539
	Iteration 15Q: 3 clusters Score -1618187 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1618634.000000 Penalty: 5009.477539
	Iteration 16Q: 3 clusters Score -1618634 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -1619061.625000 Penalty: 5009.477539
	Iteration 17Q: 3 clusters Score -1619062 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -1619487.375000 Penalty: 5009.477539
	Iteration 18Q: 3 clusters Score -1619487 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -1619800.750000 Penalty: 5009.477539
	Iteration 19Q: 3 clusters Score -1619801 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -1620058.750000 Penalty: 5009.477539
	Iteration 20F: 3 clusters Score -1620059 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -1620268.250000 Penalty: 5009.477539
	Iteration 21Q: 3 clusters Score -1620268 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -1620441.375000 Penalty: 5009.477539
	Iteration 22Q: 3 clusters Score -1620441 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -1620585.875000 Penalty: 5009.477539
	Iteration 23Q: 3 clusters Score -1620586 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -1620746.125000 Penalty: 5009.477539
	Iteration 24Q: 3 clusters Score -1620746 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -1620890.000000 Penalty: 5009.477539
	Iteration 25Q: 3 clusters Score -1620890 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -1621060.250000 Penalty: 5009.477539
	Iteration 26Q: 3 clusters Score -1621060 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -1621215.875000 Penalty: 5009.477539
	Iteration 27Q: 3 clusters Score -1621216 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -1621395.375000 Penalty: 5009.477539
	Iteration 28Q: 3 clusters Score -1621395 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -1621561.125000 Penalty: 5009.477539
	Iteration 29Q: 3 clusters Score -1621561 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -1621707.500000 Penalty: 5009.477539
	Iteration 30Q: 3 clusters Score -1621708 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -1621818.750000 Penalty: 5009.477539
	Iteration 31Q: 3 clusters Score -1621819 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -1621911.750000 Penalty: 5009.477539
	Iteration 32Q: 3 clusters Score -1621912 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -1622001.875000 Penalty: 5009.477539
	Iteration 33Q: 3 clusters Score -1622002 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -1622081.000000 Penalty: 5009.477539
	Iteration 34Q: 3 clusters Score -1622081 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -1622145.125000 Penalty: 5009.477539
	Iteration 35Q: 3 clusters Score -1622145 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -1622201.500000 Penalty: 5009.477539
	Iteration 36Q: 3 clusters Score -1622202 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -1622254.500000 Penalty: 5009.477539
	Iteration 37Q: 3 clusters Score -1622254 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -1622294.750000 Penalty: 5009.477539
	Iteration 38Q: 3 clusters Score -1622295 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -1622334.750000 Penalty: 5009.477539
	Iteration 39Q: 3 clusters Score -1622335 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -1622368.875000 Penalty: 5009.477539
	Iteration 40F: 3 clusters Score -1622369 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -1622408.750000 Penalty: 5009.477539
	Iteration 41Q: 3 clusters Score -1622409 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -1622452.875000 Penalty: 5009.477539
	Iteration 42Q: 3 clusters Score -1622453 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -1622489.125000 Penalty: 5009.477539
	Iteration 43Q: 3 clusters Score -1622489 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -1622520.500000 Penalty: 5009.477539
	Iteration 44Q: 3 clusters Score -1622520 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -1622536.250000 Penalty: 5009.477539
	Iteration 45Q: 3 clusters Score -1622536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -1622553.000000 Penalty: 5009.477539
	Iteration 46Q: 3 clusters Score -1622553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -1622563.000000 Penalty: 5009.477539
	Iteration 47Q: 3 clusters Score -1622563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -1622570.125000 Penalty: 5009.477539
	Iteration 48Q: 3 clusters Score -1622570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -1622573.625000 Penalty: 5009.477539
	Iteration 49Q: 3 clusters Score -1622574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -1622579.625000 Penalty: 5009.477539
	Iteration 50Q: 3 clusters Score -1622580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -1622578.875000 Penalty: 5009.477539
	Iteration 51Q: 3 clusters Score -1622579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -1622582.750000 Penalty: 5009.477539
	Iteration 52Q: 3 clusters Score -1622583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -1622581.125000 Penalty: 5009.477539
	Iteration 53Q: 3 clusters Score -1622581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -1622580.250000 Penalty: 5009.477539
	Iteration 54Q: 3 clusters Score -1622580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -1622579.500000 Penalty: 5009.477539
	Iteration 55Q: 3 clusters Score -1622580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -1622582.875000 Penalty: 5009.477539
	Iteration 56Q: 3 clusters Score -1622583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -1622582.875000 Penalty: 5009.477539
	Iteration 57F: 3 clusters Score -1622583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Entering Unmasked Estep 
Score: -2031359.250000 Penalty: 2531.663818
	Iteration 0F: 2 clusters Score -2031359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2012662.750000 Penalty: 5063.327637
	Iteration 0F: 3 clusters Score -2012663 nChanged 12265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2019235.125000 Penalty: 5063.327637
	Iteration 1F: 3 clusters Score -2019235 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2019627.000000 Penalty: 5063.327637
	Iteration 2Q: 3 clusters Score -2019627 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2019921.625000 Penalty: 5063.327637
	Iteration 3Q: 3 clusters Score -2019922 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2020214.500000 Penalty: 5063.327637
	Iteration 4Q: 3 clusters Score -2020214 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2020505.500000 Penalty: 5063.327637
	Iteration 5Q: 3 clusters Score -2020506 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2020868.500000 Penalty: 5063.327637
	Iteration 6Q: 3 clusters Score -2020868 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2021312.375000 Penalty: 5063.327637
	Iteration 7Q: 3 clusters Score -2021312 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2021970.750000 Penalty: 5063.327637
	Iteration 8Q: 3 clusters Score -2021971 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2022864.375000 Penalty: 5063.327637
	Iteration 9F: 3 clusters Score -2022864 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2023974.500000 Penalty: 5063.327637
	Iteration 10F: 3 clusters Score -2023974 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2025282.750000 Penalty: 5063.327637
	Iteration 11F: 3 clusters Score -2025283 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2026668.250000 Penalty: 5063.327637
	Iteration 12F: 3 clusters Score -2026668 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -2027757.000000 Penalty: 5063.327637
	Iteration 13Q: 3 clusters Score -2027757 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -2028530.125000 Penalty: 5063.327637
	Iteration 14Q: 3 clusters Score -2028530 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -2029234.875000 Penalty: 5063.327637
	Iteration 15Q: 3 clusters Score -2029235 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -2029625.875000 Penalty: 5063.327637
	Iteration 16Q: 3 clusters Score -2029626 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -2029741.250000 Penalty: 5063.327637
	Iteration 17Q: 3 clusters Score -2029741 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -2029789.875000 Penalty: 5063.327637
	Iteration 18Q: 3 clusters Score -2029790 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -2029821.625000 Penalty: 5063.327637
	Iteration 19Q: 3 clusters Score -2029822 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -2029836.875000 Penalty: 5063.327637
	Iteration 20F: 3 clusters Score -2029837 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -2029848.125000 Penalty: 5063.327637
	Iteration 21Q: 3 clusters Score -2029848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -2029852.500000 Penalty: 5063.327637
	Iteration 22Q: 3 clusters Score -2029852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -2029851.750000 Penalty: 5063.327637
	Iteration 23Q: 3 clusters Score -2029852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -2029855.125000 Penalty: 5063.327637
	Iteration 24Q: 3 clusters Score -2029855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -2029860.750000 Penalty: 5063.327637
	Iteration 25Q: 3 clusters Score -2029861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -2029858.375000 Penalty: 5063.327637
	Iteration 26Q: 3 clusters Score -2029858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -2029862.625000 Penalty: 5063.327637
	Iteration 27Q: 3 clusters Score -2029863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -2029860.750000 Penalty: 5063.327637
	Iteration 28Q: 3 clusters Score -2029861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -2029864.375000 Penalty: 5063.327637
	Iteration 29Q: 3 clusters Score -2029864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -2029865.250000 Penalty: 5063.327637
	Iteration 30Q: 3 clusters Score -2029865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -2029867.375000 Penalty: 5063.327637
	Iteration 31Q: 3 clusters Score -2029867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -2029869.875000 Penalty: 5063.327637
	Iteration 32Q: 3 clusters Score -2029870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -2029867.375000 Penalty: 5063.327637
	Iteration 33Q: 3 clusters Score -2029867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -2029869.000000 Penalty: 5063.327637
	Iteration 34Q: 3 clusters Score -2029869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -2029869.000000 Penalty: 5063.327637
	Iteration 35Q: 3 clusters Score -2029869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -2029870.875000 Penalty: 5063.327637
	Iteration 36Q: 3 clusters Score -2029871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -2029870.750000 Penalty: 5063.327637
	Iteration 37Q: 3 clusters Score -2029871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -2029870.750000 Penalty: 5063.327637
	Iteration 38F: 3 clusters Score -2029871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Entering Unmasked Estep 
Score: -179050.031250 Penalty: 1953.594482
	Iteration 0F: 2 clusters Score -179050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -176097.000000 Penalty: 3907.188965
	Iteration 0F: 3 clusters Score -176097 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -176941.375000 Penalty: 3907.188965
	Iteration 1F: 3 clusters Score -176941.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -177284.906250 Penalty: 3907.188965
	Iteration 2F: 3 clusters Score -177284.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -177604.687500 Penalty: 3907.188965
	Iteration 3F: 3 clusters Score -177604.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -177930.625000 Penalty: 3907.188965
	Iteration 4F: 3 clusters Score -177930.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -178198.078125 Penalty: 3907.188965
	Iteration 5F: 3 clusters Score -178198.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -178526.203125 Penalty: 3907.188965
	Iteration 6F: 3 clusters Score -178526.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -178828.046875 Penalty: 3907.188965
	Iteration 7Q: 3 clusters Score -178828 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -179032.359375 Penalty: 3907.188965
	Iteration 8Q: 3 clusters Score -179032.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -179144.968750 Penalty: 3907.188965
	Iteration 9Q: 3 clusters Score -179145 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -179189.187500 Penalty: 3907.188965
	Iteration 10Q: 3 clusters Score -179189.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -179222.046875 Penalty: 3907.188965
	Iteration 11Q: 3 clusters Score -179222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -179248.250000 Penalty: 3907.188965
	Iteration 12Q: 3 clusters Score -179248.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -179261.156250 Penalty: 3907.188965
	Iteration 13Q: 3 clusters Score -179261.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -179278.109375 Penalty: 3907.188965
	Iteration 14Q: 3 clusters Score -179278.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -179294.687500 Penalty: 3907.188965
	Iteration 15Q: 3 clusters Score -179294.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -179303.109375 Penalty: 3907.188965
	Iteration 16Q: 3 clusters Score -179303.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -179309.625000 Penalty: 3907.188965
	Iteration 17Q: 3 clusters Score -179309.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -179321.000000 Penalty: 3907.188965
	Iteration 18Q: 3 clusters Score -179321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -179327.265625 Penalty: 3907.188965
	Iteration 19Q: 3 clusters Score -179327.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -179333.468750 Penalty: 3907.188965
	Iteration 20F: 3 clusters Score -179333.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -179340.703125 Penalty: 3907.188965
	Iteration 21Q: 3 clusters Score -179340.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -179346.250000 Penalty: 3907.188965
	Iteration 22Q: 3 clusters Score -179346.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -179347.921875 Penalty: 3907.188965
	Iteration 23Q: 3 clusters Score -179347.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -179349.562500 Penalty: 3907.188965
	Iteration 24Q: 3 clusters Score -179349.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -179351.671875 Penalty: 3907.188965
	Iteration 25Q: 3 clusters Score -179351.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -179351.671875 Penalty: 3907.188965
	Iteration 26F: 3 clusters Score -179351.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 207637 members 
Mstep: Class 3 contains 57604 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 216812 members 
Mstep: Class 6 contains 9687 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1316 members 
Mstep: Class 9 contains 80930 members 
Mstep: Class 10 contains 355638 members 
Mstep: Class 11 contains 38589 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4953 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130140 members 
Mstep: Class 17 contains 24337 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 1243 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3932 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10824 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12815 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2112 members 
Mstep: Class 29 contains 35392 members 
Mstep: Class 30 contains 9550 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2451 members 
Mstep: Class 36 contains 9505 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10817 members 
Mstep: Class 40 contains 6036 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1423 members 
Mstep: Class 44 contains 2671 members 
Mstep: Class 45 contains 2697 members 
Mstep: Class 46 contains 1394 members 
Entering Unmasked Estep 
Score: -102301416.000000 Penalty: 161575.609375
Splitting cluster 19 changes total score from -102302592.000000 to -102301416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (11230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Entering Unmasked Estep 
Score: -854100.062500 Penalty: 2312.933350
	Iteration 0F: 2 clusters Score -854100.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -845638.062500 Penalty: 4625.866699
	Iteration 0F: 3 clusters Score -845638.1 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -848096.937500 Penalty: 4625.866699
	Iteration 1F: 3 clusters Score -848096.9 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -848409.687500 Penalty: 4625.866699
	Iteration 2F: 3 clusters Score -848409.7 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -848633.000000 Penalty: 4625.866699
	Iteration 3F: 3 clusters Score -848633 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -848772.562500 Penalty: 4625.866699
	Iteration 4Q: 3 clusters Score -848772.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -848877.562500 Penalty: 4625.866699
	Iteration 5Q: 3 clusters Score -848877.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -848963.812500 Penalty: 4625.866699
	Iteration 6Q: 3 clusters Score -848963.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -849039.062500 Penalty: 4625.866699
	Iteration 7Q: 3 clusters Score -849039.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -849103.062500 Penalty: 4625.866699
	Iteration 8Q: 3 clusters Score -849103.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -849176.187500 Penalty: 4625.866699
	Iteration 9Q: 3 clusters Score -849176.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -849272.312500 Penalty: 4625.866699
	Iteration 10Q: 3 clusters Score -849272.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -849372.875000 Penalty: 4625.866699
	Iteration 11Q: 3 clusters Score -849372.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -849503.000000 Penalty: 4625.866699
	Iteration 12Q: 3 clusters Score -849503 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -849661.312500 Penalty: 4625.866699
	Iteration 13Q: 3 clusters Score -849661.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -849853.437500 Penalty: 4625.866699
	Iteration 14Q: 3 clusters Score -849853.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -850095.000000 Penalty: 4625.866699
	Iteration 15Q: 3 clusters Score -850095 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -850388.125000 Penalty: 4625.866699
	Iteration 16Q: 3 clusters Score -850388.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -850695.187500 Penalty: 4625.866699
	Iteration 17Q: 3 clusters Score -850695.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -850983.750000 Penalty: 4625.866699
	Iteration 18Q: 3 clusters Score -850983.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -851270.375000 Penalty: 4625.866699
	Iteration 19Q: 3 clusters Score -851270.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -851467.687500 Penalty: 4625.866699
	Iteration 20F: 3 clusters Score -851467.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -851634.312500 Penalty: 4625.866699
	Iteration 21Q: 3 clusters Score -851634.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -851769.437500 Penalty: 4625.866699
	Iteration 22Q: 3 clusters Score -851769.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -851861.250000 Penalty: 4625.866699
	Iteration 23Q: 3 clusters Score -851861.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -851904.562500 Penalty: 4625.866699
	Iteration 24Q: 3 clusters Score -851904.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -851925.687500 Penalty: 4625.866699
	Iteration 25Q: 3 clusters Score -851925.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -851944.437500 Penalty: 4625.866699
	Iteration 26Q: 3 clusters Score -851944.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -851964.562500 Penalty: 4625.866699
	Iteration 27Q: 3 clusters Score -851964.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -851982.312500 Penalty: 4625.866699
	Iteration 28Q: 3 clusters Score -851982.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -851988.562500 Penalty: 4625.866699
	Iteration 29Q: 3 clusters Score -851988.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -851997.500000 Penalty: 4625.866699
	Iteration 30Q: 3 clusters Score -851997.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -852002.812500 Penalty: 4625.866699
	Iteration 31Q: 3 clusters Score -852002.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -852005.625000 Penalty: 4625.866699
	Iteration 32Q: 3 clusters Score -852005.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -852014.000000 Penalty: 4625.866699
	Iteration 33Q: 3 clusters Score -852014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -852018.187500 Penalty: 4625.866699
	Iteration 34Q: 3 clusters Score -852018.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -852019.375000 Penalty: 4625.866699
	Iteration 35Q: 3 clusters Score -852019.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -852020.000000 Penalty: 4625.866699
	Iteration 36Q: 3 clusters Score -852020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -852021.937500 Penalty: 4625.866699
	Iteration 37Q: 3 clusters Score -852021.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -852021.937500 Penalty: 4625.866699
	Iteration 38F: 3 clusters Score -852021.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Entering Unmasked Estep 
Score: -257718.781250 Penalty: 2052.671875
	Iteration 0F: 2 clusters Score -257718.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -253876.109375 Penalty: 4105.343750
	Iteration 0F: 3 clusters Score -253876.1 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -254768.812500 Penalty: 4105.343750
	Iteration 1F: 3 clusters Score -254768.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -255029.218750 Penalty: 4105.343750
	Iteration 2F: 3 clusters Score -255029.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -255253.921875 Penalty: 4105.343750
	Iteration 3F: 3 clusters Score -255253.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -255493.734375 Penalty: 4105.343750
	Iteration 4F: 3 clusters Score -255493.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -255697.000000 Penalty: 4105.343750
	Iteration 5F: 3 clusters Score -255697 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -255852.656250 Penalty: 4105.343750
	Iteration 6Q: 3 clusters Score -255852.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -255974.296875 Penalty: 4105.343750
	Iteration 7Q: 3 clusters Score -255974.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -256076.578125 Penalty: 4105.343750
	Iteration 8Q: 3 clusters Score -256076.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -256154.296875 Penalty: 4105.343750
	Iteration 9Q: 3 clusters Score -256154.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -256216.125000 Penalty: 4105.343750
	Iteration 10Q: 3 clusters Score -256216.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -256248.984375 Penalty: 4105.343750
	Iteration 11Q: 3 clusters Score -256249 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -256278.609375 Penalty: 4105.343750
	Iteration 12Q: 3 clusters Score -256278.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -256297.984375 Penalty: 4105.343750
	Iteration 13Q: 3 clusters Score -256298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -256326.984375 Penalty: 4105.343750
	Iteration 14Q: 3 clusters Score -256327 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -256355.937500 Penalty: 4105.343750
	Iteration 15Q: 3 clusters Score -256355.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -256388.750000 Penalty: 4105.343750
	Iteration 16Q: 3 clusters Score -256388.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -256415.156250 Penalty: 4105.343750
	Iteration 17Q: 3 clusters Score -256415.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -256433.875000 Penalty: 4105.343750
	Iteration 18Q: 3 clusters Score -256433.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -256449.640625 Penalty: 4105.343750
	Iteration 19Q: 3 clusters Score -256449.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -256463.875000 Penalty: 4105.343750
	Iteration 20F: 3 clusters Score -256463.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -256475.328125 Penalty: 4105.343750
	Iteration 21Q: 3 clusters Score -256475.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -256483.671875 Penalty: 4105.343750
	Iteration 22Q: 3 clusters Score -256483.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -256491.875000 Penalty: 4105.343750
	Iteration 23Q: 3 clusters Score -256491.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -256499.296875 Penalty: 4105.343750
	Iteration 24Q: 3 clusters Score -256499.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -256505.890625 Penalty: 4105.343750
	Iteration 25Q: 3 clusters Score -256505.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -256513.078125 Penalty: 4105.343750
	Iteration 26Q: 3 clusters Score -256513.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -256520.812500 Penalty: 4105.343750
	Iteration 27Q: 3 clusters Score -256520.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -256525.250000 Penalty: 4105.343750
	Iteration 28Q: 3 clusters Score -256525.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -256527.156250 Penalty: 4105.343750
	Iteration 29Q: 3 clusters Score -256527.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -256529.234375 Penalty: 4105.343750
	Iteration 30Q: 3 clusters Score -256529.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -256531.171875 Penalty: 4105.343750
	Iteration 31Q: 3 clusters Score -256531.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -256532.593750 Penalty: 4105.343750
	Iteration 32Q: 3 clusters Score -256532.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -256534.390625 Penalty: 4105.343750
	Iteration 33Q: 3 clusters Score -256534.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -256535.359375 Penalty: 4105.343750
	Iteration 34Q: 3 clusters Score -256535.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -256536.890625 Penalty: 4105.343750
	Iteration 35Q: 3 clusters Score -256536.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -256538.328125 Penalty: 4105.343750
	Iteration 36Q: 3 clusters Score -256538.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -256541.640625 Penalty: 4105.343750
	Iteration 37Q: 3 clusters Score -256541.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -256544.281250 Penalty: 4105.343750
	Iteration 38Q: 3 clusters Score -256544.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -256545.546875 Penalty: 4105.343750
	Iteration 39Q: 3 clusters Score -256545.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -256547.265625 Penalty: 4105.343750
	Iteration 40F: 3 clusters Score -256547.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -256548.203125 Penalty: 4105.343750
	Iteration 41Q: 3 clusters Score -256548.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -256549.203125 Penalty: 4105.343750
	Iteration 42Q: 3 clusters Score -256549.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -256550.906250 Penalty: 4105.343750
	Iteration 43Q: 3 clusters Score -256550.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -256552.906250 Penalty: 4105.343750
	Iteration 44Q: 3 clusters Score -256552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -256552.734375 Penalty: 4105.343750
	Iteration 45Q: 3 clusters Score -256552.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -256552.734375 Penalty: 4105.343750
	Iteration 46F: 3 clusters Score -256552.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Entering Unmasked Estep 
Score: -936077.125000 Penalty: 2332.338379
	Iteration 0F: 2 clusters Score -936077.1 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 6127 members 
Entering Unmasked Estep 
Score: -927029.375000 Penalty: 4664.676758
	Iteration 0F: 3 clusters Score -927029.4 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -929872.500000 Penalty: 4664.676758
	Iteration 1F: 3 clusters Score -929872.5 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -930257.437500 Penalty: 4664.676758
	Iteration 2F: 3 clusters Score -930257.4 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -930570.687500 Penalty: 4664.676758
	Iteration 3F: 3 clusters Score -930570.7 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -930820.875000 Penalty: 4664.676758
	Iteration 4Q: 3 clusters Score -930820.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -931062.937500 Penalty: 4664.676758
	Iteration 5Q: 3 clusters Score -931062.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -931342.437500 Penalty: 4664.676758
	Iteration 6Q: 3 clusters Score -931342.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -931661.937500 Penalty: 4664.676758
	Iteration 7Q: 3 clusters Score -931661.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -932036.687500 Penalty: 4664.676758
	Iteration 8Q: 3 clusters Score -932036.7 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -932431.687500 Penalty: 4664.676758
	Iteration 9Q: 3 clusters Score -932431.7 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -932787.500000 Penalty: 4664.676758
	Iteration 10Q: 3 clusters Score -932787.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -933086.875000 Penalty: 4664.676758
	Iteration 11Q: 3 clusters Score -933086.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -933291.187500 Penalty: 4664.676758
	Iteration 12Q: 3 clusters Score -933291.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -933462.625000 Penalty: 4664.676758
	Iteration 13Q: 3 clusters Score -933462.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -933610.375000 Penalty: 4664.676758
	Iteration 14Q: 3 clusters Score -933610.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -933719.625000 Penalty: 4664.676758
	Iteration 15Q: 3 clusters Score -933719.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -933788.500000 Penalty: 4664.676758
	Iteration 16Q: 3 clusters Score -933788.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -933844.125000 Penalty: 4664.676758
	Iteration 17Q: 3 clusters Score -933844.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -933884.437500 Penalty: 4664.676758
	Iteration 18Q: 3 clusters Score -933884.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -933907.000000 Penalty: 4664.676758
	Iteration 19Q: 3 clusters Score -933907 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -933929.000000 Penalty: 4664.676758
	Iteration 20F: 3 clusters Score -933929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -933950.437500 Penalty: 4664.676758
	Iteration 21Q: 3 clusters Score -933950.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -933964.812500 Penalty: 4664.676758
	Iteration 22Q: 3 clusters Score -933964.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -933981.437500 Penalty: 4664.676758
	Iteration 23Q: 3 clusters Score -933981.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -933991.437500 Penalty: 4664.676758
	Iteration 24Q: 3 clusters Score -933991.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -934006.562500 Penalty: 4664.676758
	Iteration 25Q: 3 clusters Score -934006.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -934021.000000 Penalty: 4664.676758
	Iteration 26Q: 3 clusters Score -934021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -934031.750000 Penalty: 4664.676758
	Iteration 27Q: 3 clusters Score -934031.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -934036.187500 Penalty: 4664.676758
	Iteration 28Q: 3 clusters Score -934036.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -934042.937500 Penalty: 4664.676758
	Iteration 29Q: 3 clusters Score -934042.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -934049.875000 Penalty: 4664.676758
	Iteration 30Q: 3 clusters Score -934049.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -934049.625000 Penalty: 4664.676758
	Iteration 31Q: 3 clusters Score -934049.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -934054.125000 Penalty: 4664.676758
	Iteration 32Q: 3 clusters Score -934054.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -934054.187500 Penalty: 4664.676758
	Iteration 33Q: 3 clusters Score -934054.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -934056.125000 Penalty: 4664.676758
	Iteration 34Q: 3 clusters Score -934056.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -934057.562500 Penalty: 4664.676758
	Iteration 35Q: 3 clusters Score -934057.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -934057.562500 Penalty: 4664.676758
	Iteration 36Q: 3 clusters Score -934057.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -934057.750000 Penalty: 4664.676758
	Iteration 37Q: 3 clusters Score -934057.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -934058.062500 Penalty: 4664.676758
	Iteration 38Q: 3 clusters Score -934058.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -934059.625000 Penalty: 4664.676758
	Iteration 39Q: 3 clusters Score -934059.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -934059.250000 Penalty: 4664.676758
	Iteration 40F: 3 clusters Score -934059.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -934060.687500 Penalty: 4664.676758
	Iteration 41Q: 3 clusters Score -934060.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -934062.687500 Penalty: 4664.676758
	Iteration 42Q: 3 clusters Score -934062.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -934065.125000 Penalty: 4664.676758
	Iteration 43Q: 3 clusters Score -934065.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -934066.375000 Penalty: 4664.676758
	Iteration 44Q: 3 clusters Score -934066.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -934066.375000 Penalty: 4664.676758
	Iteration 45F: 3 clusters Score -934066.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Entering Unmasked Estep 
Score: -786548.312500 Penalty: 2303.801270
	Iteration 0F: 2 clusters Score -786548.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -778325.625000 Penalty: 4607.602539
	Iteration 0F: 3 clusters Score -778325.6 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -780774.000000 Penalty: 4607.602539
	Iteration 1F: 3 clusters Score -780774 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -781236.000000 Penalty: 4607.602539
	Iteration 2F: 3 clusters Score -781236 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -781615.437500 Penalty: 4607.602539
	Iteration 3F: 3 clusters Score -781615.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -781954.375000 Penalty: 4607.602539
	Iteration 4F: 3 clusters Score -781954.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -782247.812500 Penalty: 4607.602539
	Iteration 5Q: 3 clusters Score -782247.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -782537.250000 Penalty: 4607.602539
	Iteration 6Q: 3 clusters Score -782537.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -782853.562500 Penalty: 4607.602539
	Iteration 7Q: 3 clusters Score -782853.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -783170.437500 Penalty: 4607.602539
	Iteration 8Q: 3 clusters Score -783170.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -783448.500000 Penalty: 4607.602539
	Iteration 9Q: 3 clusters Score -783448.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -783693.437500 Penalty: 4607.602539
	Iteration 10Q: 3 clusters Score -783693.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -783894.375000 Penalty: 4607.602539
	Iteration 11Q: 3 clusters Score -783894.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -784062.125000 Penalty: 4607.602539
	Iteration 12Q: 3 clusters Score -784062.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -784216.625000 Penalty: 4607.602539
	Iteration 13Q: 3 clusters Score -784216.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -784333.312500 Penalty: 4607.602539
	Iteration 14Q: 3 clusters Score -784333.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -784436.187500 Penalty: 4607.602539
	Iteration 15Q: 3 clusters Score -784436.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -784538.312500 Penalty: 4607.602539
	Iteration 16Q: 3 clusters Score -784538.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -784601.937500 Penalty: 4607.602539
	Iteration 17Q: 3 clusters Score -784601.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -784652.250000 Penalty: 4607.602539
	Iteration 18Q: 3 clusters Score -784652.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -784697.437500 Penalty: 4607.602539
	Iteration 19Q: 3 clusters Score -784697.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -784741.312500 Penalty: 4607.602539
	Iteration 20F: 3 clusters Score -784741.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -784771.000000 Penalty: 4607.602539
	Iteration 21Q: 3 clusters Score -784771 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -784788.062500 Penalty: 4607.602539
	Iteration 22Q: 3 clusters Score -784788.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -784796.250000 Penalty: 4607.602539
	Iteration 23Q: 3 clusters Score -784796.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -784800.562500 Penalty: 4607.602539
	Iteration 24Q: 3 clusters Score -784800.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -784807.750000 Penalty: 4607.602539
	Iteration 25Q: 3 clusters Score -784807.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -784810.687500 Penalty: 4607.602539
	Iteration 26Q: 3 clusters Score -784810.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -784817.250000 Penalty: 4607.602539
	Iteration 27Q: 3 clusters Score -784817.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -784814.500000 Penalty: 4607.602539
	Iteration 28Q: 3 clusters Score -784814.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -784818.812500 Penalty: 4607.602539
	Iteration 29Q: 3 clusters Score -784818.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -784823.812500 Penalty: 4607.602539
	Iteration 30Q: 3 clusters Score -784823.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -784824.937500 Penalty: 4607.602539
	Iteration 31Q: 3 clusters Score -784824.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -784829.250000 Penalty: 4607.602539
	Iteration 32Q: 3 clusters Score -784829.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -784833.250000 Penalty: 4607.602539
	Iteration 33Q: 3 clusters Score -784833.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -784836.687500 Penalty: 4607.602539
	Iteration 34Q: 3 clusters Score -784836.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -784838.687500 Penalty: 4607.602539
	Iteration 35Q: 3 clusters Score -784838.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -784838.937500 Penalty: 4607.602539
	Iteration 36Q: 3 clusters Score -784838.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -784839.250000 Penalty: 4607.602539
	Iteration 37Q: 3 clusters Score -784839.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -784842.125000 Penalty: 4607.602539
	Iteration 38Q: 3 clusters Score -784842.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -784844.000000 Penalty: 4607.602539
	Iteration 39Q: 3 clusters Score -784844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -784845.437500 Penalty: 4607.602539
	Iteration 40F: 3 clusters Score -784845.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -784843.250000 Penalty: 4607.602539
	Iteration 41Q: 3 clusters Score -784843.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -784845.687500 Penalty: 4607.602539
	Iteration 42Q: 3 clusters Score -784845.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -784844.437500 Penalty: 4607.602539
	Iteration 43Q: 3 clusters Score -784844.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -784845.687500 Penalty: 4607.602539
	Iteration 44Q: 3 clusters Score -784845.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -784845.687500 Penalty: 4607.602539
	Iteration 45F: 3 clusters Score -784845.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -64546.382812 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -64546.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -62663.269531 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -62663.27 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -62974.917969 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -62974.92 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -63079.117188 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -63079.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -63143.214844 Penalty: 3399.759766
	Iteration 3Q: 3 clusters Score -63143.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -63197.929688 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -63197.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -63234.960938 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -63234.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -63264.246094 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -63264.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -63292.890625 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -63292.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -63324.285156 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -63324.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -63350.121094 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -63350.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -63377.238281 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -63377.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -63394.542969 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -63394.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -63400.957031 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -63400.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -63408.277344 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -63408.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -63414.851562 Penalty: 3399.759766
	Iteration 14Q: 3 clusters Score -63414.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -63421.308594 Penalty: 3399.759766
	Iteration 15Q: 3 clusters Score -63421.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -63425.164062 Penalty: 3399.759766
	Iteration 16Q: 3 clusters Score -63425.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -63425.164062 Penalty: 3399.759766
	Iteration 17F: 3 clusters Score -63425.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Entering Unmasked Estep 
Score: -950304.875000 Penalty: 2345.676270
	Iteration 0F: 2 clusters Score -950304.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -940889.062500 Penalty: 4691.352539
	Iteration 0F: 3 clusters Score -940889.1 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -943924.000000 Penalty: 4691.352539
	Iteration 1F: 3 clusters Score -943924 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -944290.375000 Penalty: 4691.352539
	Iteration 2F: 3 clusters Score -944290.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -944520.437500 Penalty: 4691.352539
	Iteration 3Q: 3 clusters Score -944520.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -944706.062500 Penalty: 4691.352539
	Iteration 4Q: 3 clusters Score -944706.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -944860.875000 Penalty: 4691.352539
	Iteration 5Q: 3 clusters Score -944860.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -945000.125000 Penalty: 4691.352539
	Iteration 6Q: 3 clusters Score -945000.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -945120.437500 Penalty: 4691.352539
	Iteration 7Q: 3 clusters Score -945120.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -945232.312500 Penalty: 4691.352539
	Iteration 8Q: 3 clusters Score -945232.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -945342.250000 Penalty: 4691.352539
	Iteration 9Q: 3 clusters Score -945342.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -945466.000000 Penalty: 4691.352539
	Iteration 10Q: 3 clusters Score -945466 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -945596.437500 Penalty: 4691.352539
	Iteration 11Q: 3 clusters Score -945596.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -945732.500000 Penalty: 4691.352539
	Iteration 12Q: 3 clusters Score -945732.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -945865.000000 Penalty: 4691.352539
	Iteration 13Q: 3 clusters Score -945865 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -945979.937500 Penalty: 4691.352539
	Iteration 14Q: 3 clusters Score -945979.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -946109.875000 Penalty: 4691.352539
	Iteration 15Q: 3 clusters Score -946109.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -946264.125000 Penalty: 4691.352539
	Iteration 16Q: 3 clusters Score -946264.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -946434.500000 Penalty: 4691.352539
	Iteration 17Q: 3 clusters Score -946434.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -946606.500000 Penalty: 4691.352539
	Iteration 18Q: 3 clusters Score -946606.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -946768.125000 Penalty: 4691.352539
	Iteration 19Q: 3 clusters Score -946768.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -946874.312500 Penalty: 4691.352539
	Iteration 20F: 3 clusters Score -946874.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -946963.375000 Penalty: 4691.352539
	Iteration 21Q: 3 clusters Score -946963.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -947046.250000 Penalty: 4691.352539
	Iteration 22Q: 3 clusters Score -947046.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -947114.750000 Penalty: 4691.352539
	Iteration 23Q: 3 clusters Score -947114.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -947170.562500 Penalty: 4691.352539
	Iteration 24Q: 3 clusters Score -947170.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -947218.187500 Penalty: 4691.352539
	Iteration 25Q: 3 clusters Score -947218.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -947264.687500 Penalty: 4691.352539
	Iteration 26Q: 3 clusters Score -947264.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -947302.187500 Penalty: 4691.352539
	Iteration 27Q: 3 clusters Score -947302.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -947334.000000 Penalty: 4691.352539
	Iteration 28Q: 3 clusters Score -947334 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -947358.625000 Penalty: 4691.352539
	Iteration 29Q: 3 clusters Score -947358.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -947373.562500 Penalty: 4691.352539
	Iteration 30Q: 3 clusters Score -947373.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -947385.000000 Penalty: 4691.352539
	Iteration 31Q: 3 clusters Score -947385 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -947395.312500 Penalty: 4691.352539
	Iteration 32Q: 3 clusters Score -947395.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -947404.000000 Penalty: 4691.352539
	Iteration 33Q: 3 clusters Score -947404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -947412.250000 Penalty: 4691.352539
	Iteration 34Q: 3 clusters Score -947412.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -947423.500000 Penalty: 4691.352539
	Iteration 35Q: 3 clusters Score -947423.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -947429.437500 Penalty: 4691.352539
	Iteration 36Q: 3 clusters Score -947429.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -947437.750000 Penalty: 4691.352539
	Iteration 37Q: 3 clusters Score -947437.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -947448.500000 Penalty: 4691.352539
	Iteration 38Q: 3 clusters Score -947448.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -947451.312500 Penalty: 4691.352539
	Iteration 39Q: 3 clusters Score -947451.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -947456.062500 Penalty: 4691.352539
	Iteration 40F: 3 clusters Score -947456.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -947464.250000 Penalty: 4691.352539
	Iteration 41Q: 3 clusters Score -947464.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -947474.500000 Penalty: 4691.352539
	Iteration 42Q: 3 clusters Score -947474.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -947490.187500 Penalty: 4691.352539
	Iteration 43Q: 3 clusters Score -947490.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -947503.250000 Penalty: 4691.352539
	Iteration 44Q: 3 clusters Score -947503.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -947518.375000 Penalty: 4691.352539
	Iteration 45Q: 3 clusters Score -947518.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -947531.750000 Penalty: 4691.352539
	Iteration 46Q: 3 clusters Score -947531.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -947550.187500 Penalty: 4691.352539
	Iteration 47Q: 3 clusters Score -947550.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -947572.937500 Penalty: 4691.352539
	Iteration 48Q: 3 clusters Score -947572.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -947587.625000 Penalty: 4691.352539
	Iteration 49Q: 3 clusters Score -947587.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -947600.375000 Penalty: 4691.352539
	Iteration 50Q: 3 clusters Score -947600.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -947611.750000 Penalty: 4691.352539
	Iteration 51Q: 3 clusters Score -947611.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -947624.437500 Penalty: 4691.352539
	Iteration 52Q: 3 clusters Score -947624.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -947641.000000 Penalty: 4691.352539
	Iteration 53Q: 3 clusters Score -947641 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -947667.812500 Penalty: 4691.352539
	Iteration 54Q: 3 clusters Score -947667.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -947705.062500 Penalty: 4691.352539
	Iteration 55Q: 3 clusters Score -947705.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -947733.062500 Penalty: 4691.352539
	Iteration 56Q: 3 clusters Score -947733.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -947764.437500 Penalty: 4691.352539
	Iteration 57Q: 3 clusters Score -947764.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -947787.937500 Penalty: 4691.352539
	Iteration 58Q: 3 clusters Score -947787.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -947815.062500 Penalty: 4691.352539
	Iteration 59Q: 3 clusters Score -947815.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -947842.750000 Penalty: 4691.352539
	Iteration 60F: 3 clusters Score -947842.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -947874.125000 Penalty: 4691.352539
	Iteration 61Q: 3 clusters Score -947874.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -947907.875000 Penalty: 4691.352539
	Iteration 62Q: 3 clusters Score -947907.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -947934.687500 Penalty: 4691.352539
	Iteration 63Q: 3 clusters Score -947934.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -947966.000000 Penalty: 4691.352539
	Iteration 64Q: 3 clusters Score -947966 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -947994.937500 Penalty: 4691.352539
	Iteration 65Q: 3 clusters Score -947994.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -948022.312500 Penalty: 4691.352539
	Iteration 66Q: 3 clusters Score -948022.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -948058.250000 Penalty: 4691.352539
	Iteration 67Q: 3 clusters Score -948058.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -948087.625000 Penalty: 4691.352539
	Iteration 68Q: 3 clusters Score -948087.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -948115.062500 Penalty: 4691.352539
	Iteration 69Q: 3 clusters Score -948115.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -948136.625000 Penalty: 4691.352539
	Iteration 70Q: 3 clusters Score -948136.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -948150.125000 Penalty: 4691.352539
	Iteration 71Q: 3 clusters Score -948150.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -948160.187500 Penalty: 4691.352539
	Iteration 72Q: 3 clusters Score -948160.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -948165.062500 Penalty: 4691.352539
	Iteration 73Q: 3 clusters Score -948165.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -948165.437500 Penalty: 4691.352539
	Iteration 74Q: 3 clusters Score -948165.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -948170.625000 Penalty: 4691.352539
	Iteration 75Q: 3 clusters Score -948170.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -948171.250000 Penalty: 4691.352539
	Iteration 76Q: 3 clusters Score -948171.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -948171.250000 Penalty: 4691.352539
	Iteration 77Q: 3 clusters Score -948171.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -948174.937500 Penalty: 4691.352539
	Iteration 78Q: 3 clusters Score -948174.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -948174.687500 Penalty: 4691.352539
	Iteration 79Q: 3 clusters Score -948174.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -948175.625000 Penalty: 4691.352539
	Iteration 80F: 3 clusters Score -948175.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -948175.937500 Penalty: 4691.352539
	Iteration 81Q: 3 clusters Score -948175.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -948178.750000 Penalty: 4691.352539
	Iteration 82Q: 3 clusters Score -948178.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -948180.187500 Penalty: 4691.352539
	Iteration 83Q: 3 clusters Score -948180.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -948182.000000 Penalty: 4691.352539
	Iteration 84Q: 3 clusters Score -948182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -948181.562500 Penalty: 4691.352539
	Iteration 85Q: 3 clusters Score -948181.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -948185.125000 Penalty: 4691.352539
	Iteration 86Q: 3 clusters Score -948185.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -948184.812500 Penalty: 4691.352539
	Iteration 87Q: 3 clusters Score -948184.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -948186.625000 Penalty: 4691.352539
	Iteration 88Q: 3 clusters Score -948186.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -948188.062500 Penalty: 4691.352539
	Iteration 89Q: 3 clusters Score -948188.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -948187.562500 Penalty: 4691.352539
	Iteration 90Q: 3 clusters Score -948187.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -948188.687500 Penalty: 4691.352539
	Iteration 91Q: 3 clusters Score -948188.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -948188.000000 Penalty: 4691.352539
	Iteration 92Q: 3 clusters Score -948188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -948186.625000 Penalty: 4691.352539
	Iteration 93Q: 3 clusters Score -948186.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -948186.562500 Penalty: 4691.352539
	Iteration 94Q: 3 clusters Score -948186.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -948186.937500 Penalty: 4691.352539
	Iteration 95Q: 3 clusters Score -948186.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -948189.062500 Penalty: 4691.352539
	Iteration 96Q: 3 clusters Score -948189.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -948188.375000 Penalty: 4691.352539
	Iteration 97Q: 3 clusters Score -948188.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -948188.375000 Penalty: 4691.352539
	Iteration 98F: 3 clusters Score -948188.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Entering Unmasked Estep 
Score: -1029228.375000 Penalty: 2363.429199
	Iteration 0F: 2 clusters Score -1029228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1019210.187500 Penalty: 4726.858398
	Iteration 0F: 3 clusters Score -1019210 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1022299.000000 Penalty: 4726.858398
	Iteration 1F: 3 clusters Score -1022299 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1022618.250000 Penalty: 4726.858398
	Iteration 2F: 3 clusters Score -1022618 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1022863.875000 Penalty: 4726.858398
	Iteration 3Q: 3 clusters Score -1022864 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1023048.500000 Penalty: 4726.858398
	Iteration 4Q: 3 clusters Score -1023048 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1023206.500000 Penalty: 4726.858398
	Iteration 5Q: 3 clusters Score -1023206 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1023362.625000 Penalty: 4726.858398
	Iteration 6Q: 3 clusters Score -1023363 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1023548.250000 Penalty: 4726.858398
	Iteration 7Q: 3 clusters Score -1023548 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1023786.750000 Penalty: 4726.858398
	Iteration 8Q: 3 clusters Score -1023787 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1024085.437500 Penalty: 4726.858398
	Iteration 9Q: 3 clusters Score -1024085 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1024491.750000 Penalty: 4726.858398
	Iteration 10Q: 3 clusters Score -1024492 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1025027.562500 Penalty: 4726.858398
	Iteration 11Q: 3 clusters Score -1025028 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1025647.187500 Penalty: 4726.858398
	Iteration 12F: 3 clusters Score -1025647 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1026225.687500 Penalty: 4726.858398
	Iteration 13Q: 3 clusters Score -1026226 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1026664.125000 Penalty: 4726.858398
	Iteration 14Q: 3 clusters Score -1026664 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1026945.562500 Penalty: 4726.858398
	Iteration 15Q: 3 clusters Score -1026946 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1027094.187500 Penalty: 4726.858398
	Iteration 16Q: 3 clusters Score -1027094 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1027181.500000 Penalty: 4726.858398
	Iteration 17Q: 3 clusters Score -1027182 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1027237.437500 Penalty: 4726.858398
	Iteration 18Q: 3 clusters Score -1027237 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1027281.812500 Penalty: 4726.858398
	Iteration 19Q: 3 clusters Score -1027282 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1027318.500000 Penalty: 4726.858398
	Iteration 20F: 3 clusters Score -1027318 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1027366.562500 Penalty: 4726.858398
	Iteration 21Q: 3 clusters Score -1027367 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1027436.937500 Penalty: 4726.858398
	Iteration 22Q: 3 clusters Score -1027437 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1027521.687500 Penalty: 4726.858398
	Iteration 23Q: 3 clusters Score -1027522 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1027607.187500 Penalty: 4726.858398
	Iteration 24Q: 3 clusters Score -1027607 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1027729.312500 Penalty: 4726.858398
	Iteration 25Q: 3 clusters Score -1027729 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1027861.500000 Penalty: 4726.858398
	Iteration 26Q: 3 clusters Score -1027862 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1027983.312500 Penalty: 4726.858398
	Iteration 27Q: 3 clusters Score -1027983 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1028067.937500 Penalty: 4726.858398
	Iteration 28Q: 3 clusters Score -1028068 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1028124.062500 Penalty: 4726.858398
	Iteration 29Q: 3 clusters Score -1028124 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1028157.875000 Penalty: 4726.858398
	Iteration 30Q: 3 clusters Score -1028158 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1028176.875000 Penalty: 4726.858398
	Iteration 31Q: 3 clusters Score -1028177 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1028192.937500 Penalty: 4726.858398
	Iteration 32Q: 3 clusters Score -1028193 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1028199.187500 Penalty: 4726.858398
	Iteration 33Q: 3 clusters Score -1028199 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1028202.000000 Penalty: 4726.858398
	Iteration 34Q: 3 clusters Score -1028202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1028205.437500 Penalty: 4726.858398
	Iteration 35Q: 3 clusters Score -1028205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1028204.875000 Penalty: 4726.858398
	Iteration 36Q: 3 clusters Score -1028205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1028208.125000 Penalty: 4726.858398
	Iteration 37Q: 3 clusters Score -1028208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1028207.312500 Penalty: 4726.858398
	Iteration 38Q: 3 clusters Score -1028207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1028208.125000 Penalty: 4726.858398
	Iteration 39Q: 3 clusters Score -1028208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1028216.250000 Penalty: 4726.858398
	Iteration 40F: 3 clusters Score -1028216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1028220.562500 Penalty: 4726.858398
	Iteration 41Q: 3 clusters Score -1028221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1028219.562500 Penalty: 4726.858398
	Iteration 42Q: 3 clusters Score -1028220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1028219.437500 Penalty: 4726.858398
	Iteration 43Q: 3 clusters Score -1028219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1028223.375000 Penalty: 4726.858398
	Iteration 44Q: 3 clusters Score -1028223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1028225.375000 Penalty: 4726.858398
	Iteration 45Q: 3 clusters Score -1028225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1028224.875000 Penalty: 4726.858398
	Iteration 46Q: 3 clusters Score -1028225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1028224.125000 Penalty: 4726.858398
	Iteration 47Q: 3 clusters Score -1028224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1028224.125000 Penalty: 4726.858398
	Iteration 48F: 3 clusters Score -1028224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Entering Unmasked Estep 
Score: -1188084.875000 Penalty: 2399.373047
	Iteration 0F: 2 clusters Score -1188085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1176681.625000 Penalty: 4798.746094
	Iteration 0F: 3 clusters Score -1176682 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1180474.125000 Penalty: 4798.746094
	Iteration 1F: 3 clusters Score -1180474 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1181105.500000 Penalty: 4798.746094
	Iteration 2F: 3 clusters Score -1181106 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1181908.500000 Penalty: 4798.746094
	Iteration 3F: 3 clusters Score -1181908 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1183002.750000 Penalty: 4798.746094
	Iteration 4F: 3 clusters Score -1183003 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1184280.250000 Penalty: 4798.746094
	Iteration 5F: 3 clusters Score -1184280 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1185559.125000 Penalty: 4798.746094
	Iteration 6F: 3 clusters Score -1185559 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1186722.250000 Penalty: 4798.746094
	Iteration 7F: 3 clusters Score -1186722 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1187639.250000 Penalty: 4798.746094
	Iteration 8F: 3 clusters Score -1187639 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1188064.000000 Penalty: 4798.746094
	Iteration 9Q: 3 clusters Score -1188064 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1188203.875000 Penalty: 4798.746094
	Iteration 10Q: 3 clusters Score -1188204 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1188257.500000 Penalty: 4798.746094
	Iteration 11Q: 3 clusters Score -1188258 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1188291.625000 Penalty: 4798.746094
	Iteration 12Q: 3 clusters Score -1188292 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1188310.750000 Penalty: 4798.746094
	Iteration 13Q: 3 clusters Score -1188311 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1188327.000000 Penalty: 4798.746094
	Iteration 14Q: 3 clusters Score -1188327 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1188358.375000 Penalty: 4798.746094
	Iteration 15Q: 3 clusters Score -1188358 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1188392.500000 Penalty: 4798.746094
	Iteration 16Q: 3 clusters Score -1188392 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1188415.625000 Penalty: 4798.746094
	Iteration 17Q: 3 clusters Score -1188416 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1188430.375000 Penalty: 4798.746094
	Iteration 18Q: 3 clusters Score -1188430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1188440.625000 Penalty: 4798.746094
	Iteration 19Q: 3 clusters Score -1188441 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1188450.500000 Penalty: 4798.746094
	Iteration 20F: 3 clusters Score -1188450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1188456.500000 Penalty: 4798.746094
	Iteration 21Q: 3 clusters Score -1188456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1188460.375000 Penalty: 4798.746094
	Iteration 22Q: 3 clusters Score -1188460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1188462.625000 Penalty: 4798.746094
	Iteration 23Q: 3 clusters Score -1188463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1188463.000000 Penalty: 4798.746094
	Iteration 24Q: 3 clusters Score -1188463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1188464.500000 Penalty: 4798.746094
	Iteration 25Q: 3 clusters Score -1188464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1188469.625000 Penalty: 4798.746094
	Iteration 26Q: 3 clusters Score -1188470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1188473.250000 Penalty: 4798.746094
	Iteration 27Q: 3 clusters Score -1188473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1188473.750000 Penalty: 4798.746094
	Iteration 28Q: 3 clusters Score -1188474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1188473.750000 Penalty: 4798.746094
	Iteration 29Q: 3 clusters Score -1188474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1188475.750000 Penalty: 4798.746094
	Iteration 30Q: 3 clusters Score -1188476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1188477.250000 Penalty: 4798.746094
	Iteration 31Q: 3 clusters Score -1188477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1188478.500000 Penalty: 4798.746094
	Iteration 32Q: 3 clusters Score -1188478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1188480.500000 Penalty: 4798.746094
	Iteration 33Q: 3 clusters Score -1188480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1188480.875000 Penalty: 4798.746094
	Iteration 34Q: 3 clusters Score -1188481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1188481.000000 Penalty: 4798.746094
	Iteration 35Q: 3 clusters Score -1188481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1188482.000000 Penalty: 4798.746094
	Iteration 36Q: 3 clusters Score -1188482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1188482.750000 Penalty: 4798.746094
	Iteration 37Q: 3 clusters Score -1188483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1188479.000000 Penalty: 4798.746094
	Iteration 38Q: 3 clusters Score -1188479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1188478.500000 Penalty: 4798.746094
	Iteration 39Q: 3 clusters Score -1188478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1188480.125000 Penalty: 4798.746094
	Iteration 40F: 3 clusters Score -1188480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1188479.625000 Penalty: 4798.746094
	Iteration 41Q: 3 clusters Score -1188480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1188482.125000 Penalty: 4798.746094
	Iteration 42Q: 3 clusters Score -1188482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1188483.125000 Penalty: 4798.746094
	Iteration 43Q: 3 clusters Score -1188483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1188484.375000 Penalty: 4798.746094
	Iteration 44Q: 3 clusters Score -1188484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1188485.750000 Penalty: 4798.746094
	Iteration 45Q: 3 clusters Score -1188486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1188484.375000 Penalty: 4798.746094
	Iteration 46Q: 3 clusters Score -1188484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1188484.625000 Penalty: 4798.746094
	Iteration 47Q: 3 clusters Score -1188485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1188483.125000 Penalty: 4798.746094
	Iteration 48Q: 3 clusters Score -1188483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1188483.375000 Penalty: 4798.746094
	Iteration 49Q: 3 clusters Score -1188483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1188483.375000 Penalty: 4798.746094
	Iteration 50F: 3 clusters Score -1188483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 207637 members 
Mstep: Class 3 contains 57604 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 216812 members 
Mstep: Class 6 contains 9687 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1316 members 
Mstep: Class 9 contains 80930 members 
Mstep: Class 10 contains 355638 members 
Mstep: Class 11 contains 38589 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4953 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130140 members 
Mstep: Class 17 contains 24337 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2637 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3932 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10824 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12815 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 12569 members 
Mstep: Class 28 contains 2112 members 
Mstep: Class 29 contains 35392 members 
Mstep: Class 30 contains 9550 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2451 members 
Mstep: Class 36 contains 9505 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10817 members 
Mstep: Class 40 contains 6036 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1423 members 
Mstep: Class 44 contains 2671 members 
Mstep: Class 45 contains 2697 members 
Mstep: Class 46 contains 3344 members 
Entering Unmasked Estep 
Score: -102302072.000000 Penalty: 161575.609375
Splitting cluster 27 changes total score from -102302592.000000 to -102302072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (2112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Entering Unmasked Estep 
Score: -147981.921875 Penalty: 1898.536865
	Iteration 0F: 2 clusters Score -147981.9 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 1032 members 
Entering Unmasked Estep 
Score: -145294.187500 Penalty: 3797.073730
	Iteration 0F: 3 clusters Score -145294.2 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -145801.828125 Penalty: 3797.073730
	Iteration 1F: 3 clusters Score -145801.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -145935.562500 Penalty: 3797.073730
	Iteration 2F: 3 clusters Score -145935.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -146042.859375 Penalty: 3797.073730
	Iteration 3Q: 3 clusters Score -146042.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -146152.812500 Penalty: 3797.073730
	Iteration 4Q: 3 clusters Score -146152.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -146265.625000 Penalty: 3797.073730
	Iteration 5Q: 3 clusters Score -146265.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -146412.140625 Penalty: 3797.073730
	Iteration 6Q: 3 clusters Score -146412.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -146575.703125 Penalty: 3797.073730
	Iteration 7Q: 3 clusters Score -146575.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -146692.953125 Penalty: 3797.073730
	Iteration 8Q: 3 clusters Score -146693 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -146796.906250 Penalty: 3797.073730
	Iteration 9Q: 3 clusters Score -146796.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -146891.000000 Penalty: 3797.073730
	Iteration 10Q: 3 clusters Score -146891 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -146971.187500 Penalty: 3797.073730
	Iteration 11Q: 3 clusters Score -146971.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -147011.718750 Penalty: 3797.073730
	Iteration 12Q: 3 clusters Score -147011.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -147051.718750 Penalty: 3797.073730
	Iteration 13Q: 3 clusters Score -147051.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -147081.515625 Penalty: 3797.073730
	Iteration 14Q: 3 clusters Score -147081.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -147108.156250 Penalty: 3797.073730
	Iteration 15Q: 3 clusters Score -147108.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -147128.640625 Penalty: 3797.073730
	Iteration 16Q: 3 clusters Score -147128.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -147150.187500 Penalty: 3797.073730
	Iteration 17Q: 3 clusters Score -147150.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -147167.234375 Penalty: 3797.073730
	Iteration 18Q: 3 clusters Score -147167.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -147188.156250 Penalty: 3797.073730
	Iteration 19Q: 3 clusters Score -147188.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -147204.000000 Penalty: 3797.073730
	Iteration 20F: 3 clusters Score -147204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -147215.625000 Penalty: 3797.073730
	Iteration 21Q: 3 clusters Score -147215.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -147229.531250 Penalty: 3797.073730
	Iteration 22Q: 3 clusters Score -147229.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -147254.562500 Penalty: 3797.073730
	Iteration 23Q: 3 clusters Score -147254.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -147284.671875 Penalty: 3797.073730
	Iteration 24Q: 3 clusters Score -147284.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -147324.843750 Penalty: 3797.073730
	Iteration 25Q: 3 clusters Score -147324.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -147354.687500 Penalty: 3797.073730
	Iteration 26Q: 3 clusters Score -147354.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -147390.671875 Penalty: 3797.073730
	Iteration 27Q: 3 clusters Score -147390.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -147432.859375 Penalty: 3797.073730
	Iteration 28Q: 3 clusters Score -147432.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -147469.000000 Penalty: 3797.073730
	Iteration 29Q: 3 clusters Score -147469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -147510.296875 Penalty: 3797.073730
	Iteration 30Q: 3 clusters Score -147510.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -147550.531250 Penalty: 3797.073730
	Iteration 31Q: 3 clusters Score -147550.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -147589.781250 Penalty: 3797.073730
	Iteration 32Q: 3 clusters Score -147589.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -147617.734375 Penalty: 3797.073730
	Iteration 33Q: 3 clusters Score -147617.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -147640.093750 Penalty: 3797.073730
	Iteration 34Q: 3 clusters Score -147640.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -147646.250000 Penalty: 3797.073730
	Iteration 35Q: 3 clusters Score -147646.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -147652.437500 Penalty: 3797.073730
	Iteration 36Q: 3 clusters Score -147652.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -147656.125000 Penalty: 3797.073730
	Iteration 37Q: 3 clusters Score -147656.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -147658.625000 Penalty: 3797.073730
	Iteration 38Q: 3 clusters Score -147658.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -147658.625000 Penalty: 3797.073730
	Iteration 39F: 3 clusters Score -147658.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -2635252.000000 Penalty: 2597.611816
	Iteration 0F: 2 clusters Score -2635252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2611006.500000 Penalty: 5195.223633
	Iteration 0F: 3 clusters Score -2611006 nChanged 16241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2620145.750000 Penalty: 5195.223633
	Iteration 1F: 3 clusters Score -2620146 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -2620722.250000 Penalty: 5195.223633
	Iteration 2Q: 3 clusters Score -2620722 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2621313.750000 Penalty: 5195.223633
	Iteration 3Q: 3 clusters Score -2621314 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -2622056.000000 Penalty: 5195.223633
	Iteration 4Q: 3 clusters Score -2622056 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -2622977.000000 Penalty: 5195.223633
	Iteration 5F: 3 clusters Score -2622977 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -2624166.250000 Penalty: 5195.223633
	Iteration 6F: 3 clusters Score -2624166 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -2625586.750000 Penalty: 5195.223633
	Iteration 7F: 3 clusters Score -2625587 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -2627196.000000 Penalty: 5195.223633
	Iteration 8F: 3 clusters Score -2627196 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -2628841.500000 Penalty: 5195.223633
	Iteration 9F: 3 clusters Score -2628842 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -2630288.250000 Penalty: 5195.223633
	Iteration 10F: 3 clusters Score -2630288 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -2631268.250000 Penalty: 5195.223633
	Iteration 11Q: 3 clusters Score -2631268 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -2631942.000000 Penalty: 5195.223633
	Iteration 12Q: 3 clusters Score -2631942 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -2632426.250000 Penalty: 5195.223633
	Iteration 13Q: 3 clusters Score -2632426 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -2632738.000000 Penalty: 5195.223633
	Iteration 14Q: 3 clusters Score -2632738 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -2632936.500000 Penalty: 5195.223633
	Iteration 15Q: 3 clusters Score -2632936 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -2633054.250000 Penalty: 5195.223633
	Iteration 16Q: 3 clusters Score -2633054 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -2633130.250000 Penalty: 5195.223633
	Iteration 17Q: 3 clusters Score -2633130 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -2633199.750000 Penalty: 5195.223633
	Iteration 18Q: 3 clusters Score -2633200 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -2633260.500000 Penalty: 5195.223633
	Iteration 19Q: 3 clusters Score -2633260 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -2633293.000000 Penalty: 5195.223633
	Iteration 20F: 3 clusters Score -2633293 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -2633305.750000 Penalty: 5195.223633
	Iteration 21Q: 3 clusters Score -2633306 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -2633319.500000 Penalty: 5195.223633
	Iteration 22Q: 3 clusters Score -2633320 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -2633341.750000 Penalty: 5195.223633
	Iteration 23Q: 3 clusters Score -2633342 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -2633365.250000 Penalty: 5195.223633
	Iteration 24Q: 3 clusters Score -2633365 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -2633379.500000 Penalty: 5195.223633
	Iteration 25Q: 3 clusters Score -2633380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -2633393.500000 Penalty: 5195.223633
	Iteration 26Q: 3 clusters Score -2633394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -2633396.250000 Penalty: 5195.223633
	Iteration 27Q: 3 clusters Score -2633396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -2633407.000000 Penalty: 5195.223633
	Iteration 28Q: 3 clusters Score -2633407 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -2633424.750000 Penalty: 5195.223633
	Iteration 29Q: 3 clusters Score -2633425 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -2633444.750000 Penalty: 5195.223633
	Iteration 30Q: 3 clusters Score -2633445 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -2633467.750000 Penalty: 5195.223633
	Iteration 31Q: 3 clusters Score -2633468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -2633483.250000 Penalty: 5195.223633
	Iteration 32Q: 3 clusters Score -2633483 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -2633503.000000 Penalty: 5195.223633
	Iteration 33Q: 3 clusters Score -2633503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -2633508.750000 Penalty: 5195.223633
	Iteration 34Q: 3 clusters Score -2633509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -2633519.000000 Penalty: 5195.223633
	Iteration 35Q: 3 clusters Score -2633519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -2633519.250000 Penalty: 5195.223633
	Iteration 36Q: 3 clusters Score -2633519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -2633525.000000 Penalty: 5195.223633
	Iteration 37Q: 3 clusters Score -2633525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -2633528.750000 Penalty: 5195.223633
	Iteration 38Q: 3 clusters Score -2633529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -2633529.500000 Penalty: 5195.223633
	Iteration 39Q: 3 clusters Score -2633530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -2633532.250000 Penalty: 5195.223633
	Iteration 40F: 3 clusters Score -2633532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -2633533.750000 Penalty: 5195.223633
	Iteration 41Q: 3 clusters Score -2633534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -2633537.750000 Penalty: 5195.223633
	Iteration 42Q: 3 clusters Score -2633538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -2633533.000000 Penalty: 5195.223633
	Iteration 43Q: 3 clusters Score -2633533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -2633536.750000 Penalty: 5195.223633
	Iteration 44Q: 3 clusters Score -2633537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -2633538.750000 Penalty: 5195.223633
	Iteration 45Q: 3 clusters Score -2633539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -2633545.000000 Penalty: 5195.223633
	Iteration 46Q: 3 clusters Score -2633545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -2633544.000000 Penalty: 5195.223633
	Iteration 47Q: 3 clusters Score -2633544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -2633547.250000 Penalty: 5195.223633
	Iteration 48Q: 3 clusters Score -2633547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -2633549.000000 Penalty: 5195.223633
	Iteration 49Q: 3 clusters Score -2633549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -2633550.750000 Penalty: 5195.223633
	Iteration 50Q: 3 clusters Score -2633551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -2633551.000000 Penalty: 5195.223633
	Iteration 51Q: 3 clusters Score -2633551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -2633553.000000 Penalty: 5195.223633
	Iteration 52Q: 3 clusters Score -2633553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -2633559.000000 Penalty: 5195.223633
	Iteration 53Q: 3 clusters Score -2633559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -2633559.000000 Penalty: 5195.223633
	Iteration 54Q: 3 clusters Score -2633559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -2633564.000000 Penalty: 5195.223633
	Iteration 55Q: 3 clusters Score -2633564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -2633562.500000 Penalty: 5195.223633
	Iteration 56Q: 3 clusters Score -2633562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -2633563.000000 Penalty: 5195.223633
	Iteration 57Q: 3 clusters Score -2633563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -2633570.000000 Penalty: 5195.223633
	Iteration 58Q: 3 clusters Score -2633570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -2633569.000000 Penalty: 5195.223633
	Iteration 59Q: 3 clusters Score -2633569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -2633569.000000 Penalty: 5195.223633
	Iteration 60F: 3 clusters Score -2633569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Entering Unmasked Estep 
Score: -654318.312500 Penalty: 2272.745361
	Iteration 0F: 2 clusters Score -654318.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -646940.687500 Penalty: 4545.490723
	Iteration 0F: 3 clusters Score -646940.7 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -649157.625000 Penalty: 4545.490723
	Iteration 1F: 3 clusters Score -649157.6 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -649559.875000 Penalty: 4545.490723
	Iteration 2F: 3 clusters Score -649559.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -649877.125000 Penalty: 4545.490723
	Iteration 3F: 3 clusters Score -649877.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -650109.000000 Penalty: 4545.490723
	Iteration 4Q: 3 clusters Score -650109 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -650286.750000 Penalty: 4545.490723
	Iteration 5Q: 3 clusters Score -650286.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -650438.187500 Penalty: 4545.490723
	Iteration 6Q: 3 clusters Score -650438.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -650599.875000 Penalty: 4545.490723
	Iteration 7Q: 3 clusters Score -650599.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -650785.687500 Penalty: 4545.490723
	Iteration 8Q: 3 clusters Score -650785.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -651017.312500 Penalty: 4545.490723
	Iteration 9Q: 3 clusters Score -651017.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -651257.875000 Penalty: 4545.490723
	Iteration 10Q: 3 clusters Score -651257.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -651539.250000 Penalty: 4545.490723
	Iteration 11Q: 3 clusters Score -651539.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -651827.750000 Penalty: 4545.490723
	Iteration 12Q: 3 clusters Score -651827.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -652078.312500 Penalty: 4545.490723
	Iteration 13Q: 3 clusters Score -652078.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -652321.625000 Penalty: 4545.490723
	Iteration 14Q: 3 clusters Score -652321.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -652518.625000 Penalty: 4545.490723
	Iteration 15Q: 3 clusters Score -652518.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -652678.937500 Penalty: 4545.490723
	Iteration 16Q: 3 clusters Score -652678.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -652831.375000 Penalty: 4545.490723
	Iteration 17Q: 3 clusters Score -652831.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -652946.062500 Penalty: 4545.490723
	Iteration 18Q: 3 clusters Score -652946.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -653020.750000 Penalty: 4545.490723
	Iteration 19Q: 3 clusters Score -653020.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -653066.937500 Penalty: 4545.490723
	Iteration 20F: 3 clusters Score -653066.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -653093.062500 Penalty: 4545.490723
	Iteration 21Q: 3 clusters Score -653093.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -653114.875000 Penalty: 4545.490723
	Iteration 22Q: 3 clusters Score -653114.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -653129.625000 Penalty: 4545.490723
	Iteration 23Q: 3 clusters Score -653129.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -653144.375000 Penalty: 4545.490723
	Iteration 24Q: 3 clusters Score -653144.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -653158.625000 Penalty: 4545.490723
	Iteration 25Q: 3 clusters Score -653158.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -653174.187500 Penalty: 4545.490723
	Iteration 26Q: 3 clusters Score -653174.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -653185.937500 Penalty: 4545.490723
	Iteration 27Q: 3 clusters Score -653185.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -653194.125000 Penalty: 4545.490723
	Iteration 28Q: 3 clusters Score -653194.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -653200.062500 Penalty: 4545.490723
	Iteration 29Q: 3 clusters Score -653200.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -653205.375000 Penalty: 4545.490723
	Iteration 30Q: 3 clusters Score -653205.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -653206.625000 Penalty: 4545.490723
	Iteration 31Q: 3 clusters Score -653206.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -653210.250000 Penalty: 4545.490723
	Iteration 32Q: 3 clusters Score -653210.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -653212.625000 Penalty: 4545.490723
	Iteration 33Q: 3 clusters Score -653212.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -653214.562500 Penalty: 4545.490723
	Iteration 34Q: 3 clusters Score -653214.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -653215.687500 Penalty: 4545.490723
	Iteration 35Q: 3 clusters Score -653215.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -653218.687500 Penalty: 4545.490723
	Iteration 36Q: 3 clusters Score -653218.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -653220.500000 Penalty: 4545.490723
	Iteration 37Q: 3 clusters Score -653220.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -653222.875000 Penalty: 4545.490723
	Iteration 38Q: 3 clusters Score -653222.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -653221.312500 Penalty: 4545.490723
	Iteration 39Q: 3 clusters Score -653221.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -653224.937500 Penalty: 4545.490723
	Iteration 40F: 3 clusters Score -653224.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -653225.687500 Penalty: 4545.490723
	Iteration 41Q: 3 clusters Score -653225.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -653227.500000 Penalty: 4545.490723
	Iteration 42Q: 3 clusters Score -653227.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -653228.125000 Penalty: 4545.490723
	Iteration 43Q: 3 clusters Score -653228.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -653228.812500 Penalty: 4545.490723
	Iteration 44Q: 3 clusters Score -653228.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -653231.687500 Penalty: 4545.490723
	Iteration 45Q: 3 clusters Score -653231.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -653232.000000 Penalty: 4545.490723
	Iteration 46Q: 3 clusters Score -653232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -653233.312500 Penalty: 4545.490723
	Iteration 47Q: 3 clusters Score -653233.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -653233.500000 Penalty: 4545.490723
	Iteration 48Q: 3 clusters Score -653233.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -653233.375000 Penalty: 4545.490723
	Iteration 49Q: 3 clusters Score -653233.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -653238.312500 Penalty: 4545.490723
	Iteration 50Q: 3 clusters Score -653238.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -653244.125000 Penalty: 4545.490723
	Iteration 51Q: 3 clusters Score -653244.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -653242.500000 Penalty: 4545.490723
	Iteration 52Q: 3 clusters Score -653242.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -653243.000000 Penalty: 4545.490723
	Iteration 53Q: 3 clusters Score -653243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -653243.000000 Penalty: 4545.490723
	Iteration 54F: 3 clusters Score -653243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Entering Unmasked Estep 
Score: -181656.953125 Penalty: 1945.760254
	Iteration 0F: 2 clusters Score -181657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -178691.828125 Penalty: 3891.520508
	Iteration 0F: 3 clusters Score -178691.8 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -179344.734375 Penalty: 3891.520508
	Iteration 1F: 3 clusters Score -179344.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -179531.578125 Penalty: 3891.520508
	Iteration 2F: 3 clusters Score -179531.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -179691.281250 Penalty: 3891.520508
	Iteration 3F: 3 clusters Score -179691.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -179832.812500 Penalty: 3891.520508
	Iteration 4Q: 3 clusters Score -179832.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -179925.406250 Penalty: 3891.520508
	Iteration 5Q: 3 clusters Score -179925.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -179980.484375 Penalty: 3891.520508
	Iteration 6Q: 3 clusters Score -179980.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -180026.218750 Penalty: 3891.520508
	Iteration 7Q: 3 clusters Score -180026.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -180057.656250 Penalty: 3891.520508
	Iteration 8Q: 3 clusters Score -180057.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -180084.937500 Penalty: 3891.520508
	Iteration 9Q: 3 clusters Score -180084.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -180112.953125 Penalty: 3891.520508
	Iteration 10Q: 3 clusters Score -180113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -180129.015625 Penalty: 3891.520508
	Iteration 11Q: 3 clusters Score -180129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -180144.859375 Penalty: 3891.520508
	Iteration 12Q: 3 clusters Score -180144.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -180154.515625 Penalty: 3891.520508
	Iteration 13Q: 3 clusters Score -180154.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -180165.500000 Penalty: 3891.520508
	Iteration 14Q: 3 clusters Score -180165.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -180173.578125 Penalty: 3891.520508
	Iteration 15Q: 3 clusters Score -180173.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -180182.859375 Penalty: 3891.520508
	Iteration 16Q: 3 clusters Score -180182.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -180195.250000 Penalty: 3891.520508
	Iteration 17Q: 3 clusters Score -180195.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -180211.218750 Penalty: 3891.520508
	Iteration 18Q: 3 clusters Score -180211.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -180222.093750 Penalty: 3891.520508
	Iteration 19Q: 3 clusters Score -180222.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -180231.984375 Penalty: 3891.520508
	Iteration 20F: 3 clusters Score -180232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -180238.546875 Penalty: 3891.520508
	Iteration 21Q: 3 clusters Score -180238.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -180242.984375 Penalty: 3891.520508
	Iteration 22Q: 3 clusters Score -180243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -180245.765625 Penalty: 3891.520508
	Iteration 23Q: 3 clusters Score -180245.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -180246.843750 Penalty: 3891.520508
	Iteration 24Q: 3 clusters Score -180246.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -180248.390625 Penalty: 3891.520508
	Iteration 25Q: 3 clusters Score -180248.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -180250.875000 Penalty: 3891.520508
	Iteration 26Q: 3 clusters Score -180250.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -180255.562500 Penalty: 3891.520508
	Iteration 27Q: 3 clusters Score -180255.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -180261.750000 Penalty: 3891.520508
	Iteration 28Q: 3 clusters Score -180261.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -180264.921875 Penalty: 3891.520508
	Iteration 29Q: 3 clusters Score -180264.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -180266.593750 Penalty: 3891.520508
	Iteration 30Q: 3 clusters Score -180266.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -180267.296875 Penalty: 3891.520508
	Iteration 31Q: 3 clusters Score -180267.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -180267.296875 Penalty: 3891.520508
	Iteration 32F: 3 clusters Score -180267.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Entering Unmasked Estep 
Score: -176794.906250 Penalty: 1939.369385
	Iteration 0F: 2 clusters Score -176794.9 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 1212 members 
Entering Unmasked Estep 
Score: -173867.890625 Penalty: 3878.738770
	Iteration 0F: 3 clusters Score -173867.9 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -174469.828125 Penalty: 3878.738770
	Iteration 1F: 3 clusters Score -174469.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -174693.265625 Penalty: 3878.738770
	Iteration 2F: 3 clusters Score -174693.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -174836.078125 Penalty: 3878.738770
	Iteration 3F: 3 clusters Score -174836.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -174934.875000 Penalty: 3878.738770
	Iteration 4Q: 3 clusters Score -174934.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -175019.687500 Penalty: 3878.738770
	Iteration 5Q: 3 clusters Score -175019.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -175100.437500 Penalty: 3878.738770
	Iteration 6Q: 3 clusters Score -175100.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -175162.156250 Penalty: 3878.738770
	Iteration 7Q: 3 clusters Score -175162.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -175209.687500 Penalty: 3878.738770
	Iteration 8Q: 3 clusters Score -175209.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -175246.968750 Penalty: 3878.738770
	Iteration 9Q: 3 clusters Score -175247 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -175276.390625 Penalty: 3878.738770
	Iteration 10Q: 3 clusters Score -175276.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -175304.046875 Penalty: 3878.738770
	Iteration 11Q: 3 clusters Score -175304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -175328.968750 Penalty: 3878.738770
	Iteration 12Q: 3 clusters Score -175329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -175340.203125 Penalty: 3878.738770
	Iteration 13Q: 3 clusters Score -175340.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -175350.562500 Penalty: 3878.738770
	Iteration 14Q: 3 clusters Score -175350.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -175358.984375 Penalty: 3878.738770
	Iteration 15Q: 3 clusters Score -175359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -175374.265625 Penalty: 3878.738770
	Iteration 16Q: 3 clusters Score -175374.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -175378.859375 Penalty: 3878.738770
	Iteration 17Q: 3 clusters Score -175378.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -175384.828125 Penalty: 3878.738770
	Iteration 18Q: 3 clusters Score -175384.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -175395.390625 Penalty: 3878.738770
	Iteration 19Q: 3 clusters Score -175395.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -175406.562500 Penalty: 3878.738770
	Iteration 20F: 3 clusters Score -175406.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -175409.437500 Penalty: 3878.738770
	Iteration 21Q: 3 clusters Score -175409.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -175409.437500 Penalty: 3878.738770
	Iteration 22F: 3 clusters Score -175409.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Entering Unmasked Estep 
Score: -130072.765625 Penalty: 1867.558960
	Iteration 0F: 2 clusters Score -130072.8 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 949 members 
Entering Unmasked Estep 
Score: -127502.359375 Penalty: 3735.117920
	Iteration 0F: 3 clusters Score -127502.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -127961.382812 Penalty: 3735.117920
	Iteration 1F: 3 clusters Score -127961.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -128195.117188 Penalty: 3735.117920
	Iteration 2F: 3 clusters Score -128195.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -128374.007812 Penalty: 3735.117920
	Iteration 3F: 3 clusters Score -128374 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -128545.546875 Penalty: 3735.117920
	Iteration 4F: 3 clusters Score -128545.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -128663.812500 Penalty: 3735.117920
	Iteration 5Q: 3 clusters Score -128663.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -128743.359375 Penalty: 3735.117920
	Iteration 6Q: 3 clusters Score -128743.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -128781.875000 Penalty: 3735.117920
	Iteration 7Q: 3 clusters Score -128781.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -128805.023438 Penalty: 3735.117920
	Iteration 8Q: 3 clusters Score -128805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -128824.757812 Penalty: 3735.117920
	Iteration 9Q: 3 clusters Score -128824.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -128835.046875 Penalty: 3735.117920
	Iteration 10Q: 3 clusters Score -128835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -128842.062500 Penalty: 3735.117920
	Iteration 11Q: 3 clusters Score -128842.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -128851.640625 Penalty: 3735.117920
	Iteration 12Q: 3 clusters Score -128851.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -128863.179688 Penalty: 3735.117920
	Iteration 13Q: 3 clusters Score -128863.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -128869.992188 Penalty: 3735.117920
	Iteration 14Q: 3 clusters Score -128870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -128872.828125 Penalty: 3735.117920
	Iteration 15Q: 3 clusters Score -128872.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -128876.179688 Penalty: 3735.117920
	Iteration 16Q: 3 clusters Score -128876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -128878.195312 Penalty: 3735.117920
	Iteration 17Q: 3 clusters Score -128878.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -128880.625000 Penalty: 3735.117920
	Iteration 18Q: 3 clusters Score -128880.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -128882.242188 Penalty: 3735.117920
	Iteration 19Q: 3 clusters Score -128882.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -128882.242188 Penalty: 3735.117920
	Iteration 20F: 3 clusters Score -128882.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (29196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Entering Unmasked Estep 
Score: -2227449.250000 Penalty: 2549.883057
	Iteration 0F: 2 clusters Score -2227449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2207428.500000 Penalty: 5099.766113
	Iteration 0F: 3 clusters Score -2207428 nChanged 13138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2214570.500000 Penalty: 5099.766113
	Iteration 1F: 3 clusters Score -2214570 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2215133.250000 Penalty: 5099.766113
	Iteration 2F: 3 clusters Score -2215133 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2215775.250000 Penalty: 5099.766113
	Iteration 3F: 3 clusters Score -2215775 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2216656.500000 Penalty: 5099.766113
	Iteration 4F: 3 clusters Score -2216656 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2217877.000000 Penalty: 5099.766113
	Iteration 5F: 3 clusters Score -2217877 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2219510.750000 Penalty: 5099.766113
	Iteration 6F: 3 clusters Score -2219511 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2221296.000000 Penalty: 5099.766113
	Iteration 7F: 3 clusters Score -2221296 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2222857.250000 Penalty: 5099.766113
	Iteration 8F: 3 clusters Score -2222857 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2224024.750000 Penalty: 5099.766113
	Iteration 9Q: 3 clusters Score -2224025 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2224719.000000 Penalty: 5099.766113
	Iteration 10Q: 3 clusters Score -2224719 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2225040.000000 Penalty: 5099.766113
	Iteration 11Q: 3 clusters Score -2225040 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2225191.750000 Penalty: 5099.766113
	Iteration 12Q: 3 clusters Score -2225192 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2225281.500000 Penalty: 5099.766113
	Iteration 13Q: 3 clusters Score -2225282 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2225357.500000 Penalty: 5099.766113
	Iteration 14Q: 3 clusters Score -2225358 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2225421.250000 Penalty: 5099.766113
	Iteration 15Q: 3 clusters Score -2225421 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2225462.250000 Penalty: 5099.766113
	Iteration 16Q: 3 clusters Score -2225462 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2225498.250000 Penalty: 5099.766113
	Iteration 17Q: 3 clusters Score -2225498 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2225530.500000 Penalty: 5099.766113
	Iteration 18Q: 3 clusters Score -2225530 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2225548.000000 Penalty: 5099.766113
	Iteration 19Q: 3 clusters Score -2225548 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2225562.750000 Penalty: 5099.766113
	Iteration 20F: 3 clusters Score -2225563 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2225583.250000 Penalty: 5099.766113
	Iteration 21Q: 3 clusters Score -2225583 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2225598.250000 Penalty: 5099.766113
	Iteration 22Q: 3 clusters Score -2225598 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2225609.000000 Penalty: 5099.766113
	Iteration 23Q: 3 clusters Score -2225609 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2225619.500000 Penalty: 5099.766113
	Iteration 24Q: 3 clusters Score -2225620 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2225632.000000 Penalty: 5099.766113
	Iteration 25Q: 3 clusters Score -2225632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2225644.000000 Penalty: 5099.766113
	Iteration 26Q: 3 clusters Score -2225644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2225651.250000 Penalty: 5099.766113
	Iteration 27Q: 3 clusters Score -2225651 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2225656.500000 Penalty: 5099.766113
	Iteration 28Q: 3 clusters Score -2225656 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2225660.500000 Penalty: 5099.766113
	Iteration 29Q: 3 clusters Score -2225660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2225666.750000 Penalty: 5099.766113
	Iteration 30Q: 3 clusters Score -2225667 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2225678.750000 Penalty: 5099.766113
	Iteration 31Q: 3 clusters Score -2225679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2225675.750000 Penalty: 5099.766113
	Iteration 32Q: 3 clusters Score -2225676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2225675.000000 Penalty: 5099.766113
	Iteration 33Q: 3 clusters Score -2225675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2225682.500000 Penalty: 5099.766113
	Iteration 34Q: 3 clusters Score -2225682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2225683.500000 Penalty: 5099.766113
	Iteration 35Q: 3 clusters Score -2225684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2225682.000000 Penalty: 5099.766113
	Iteration 36Q: 3 clusters Score -2225682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2225682.000000 Penalty: 5099.766113
	Iteration 37Q: 3 clusters Score -2225682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2225688.000000 Penalty: 5099.766113
	Iteration 38Q: 3 clusters Score -2225688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2225692.000000 Penalty: 5099.766113
	Iteration 39Q: 3 clusters Score -2225692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2225690.750000 Penalty: 5099.766113
	Iteration 40F: 3 clusters Score -2225691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2225689.250000 Penalty: 5099.766113
	Iteration 41Q: 3 clusters Score -2225689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2225687.750000 Penalty: 5099.766113
	Iteration 42Q: 3 clusters Score -2225688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2225692.750000 Penalty: 5099.766113
	Iteration 43Q: 3 clusters Score -2225693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2225692.750000 Penalty: 5099.766113
	Iteration 44Q: 3 clusters Score -2225693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2225690.750000 Penalty: 5099.766113
	Iteration 45Q: 3 clusters Score -2225691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2225693.750000 Penalty: 5099.766113
	Iteration 46Q: 3 clusters Score -2225694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2225693.750000 Penalty: 5099.766113
	Iteration 47F: 3 clusters Score -2225694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Entering Unmasked Estep 
Score: -129783.593750 Penalty: 1935.454346
	Iteration 0F: 2 clusters Score -129783.6 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 1253 members 
Entering Unmasked Estep 
Score: -126946.171875 Penalty: 3870.908691
	Iteration 0F: 3 clusters Score -126946.2 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -127725.906250 Penalty: 3870.908691
	Iteration 1F: 3 clusters Score -127725.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -128096.921875 Penalty: 3870.908691
	Iteration 2F: 3 clusters Score -128096.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -128417.796875 Penalty: 3870.908691
	Iteration 3F: 3 clusters Score -128417.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -128669.523438 Penalty: 3870.908691
	Iteration 4F: 3 clusters Score -128669.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -128844.117188 Penalty: 3870.908691
	Iteration 5F: 3 clusters Score -128844.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -128936.664062 Penalty: 3870.908691
	Iteration 6Q: 3 clusters Score -128936.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -129003.054688 Penalty: 3870.908691
	Iteration 7Q: 3 clusters Score -129003.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -129060.390625 Penalty: 3870.908691
	Iteration 8Q: 3 clusters Score -129060.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -129097.117188 Penalty: 3870.908691
	Iteration 9Q: 3 clusters Score -129097.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -129132.625000 Penalty: 3870.908691
	Iteration 10Q: 3 clusters Score -129132.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -129161.242188 Penalty: 3870.908691
	Iteration 11Q: 3 clusters Score -129161.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -129181.351562 Penalty: 3870.908691
	Iteration 12Q: 3 clusters Score -129181.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -129192.125000 Penalty: 3870.908691
	Iteration 13Q: 3 clusters Score -129192.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -129200.054688 Penalty: 3870.908691
	Iteration 14Q: 3 clusters Score -129200.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -129207.921875 Penalty: 3870.908691
	Iteration 15Q: 3 clusters Score -129207.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -129211.953125 Penalty: 3870.908691
	Iteration 16Q: 3 clusters Score -129212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -129214.625000 Penalty: 3870.908691
	Iteration 17Q: 3 clusters Score -129214.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -129217.390625 Penalty: 3870.908691
	Iteration 18Q: 3 clusters Score -129217.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -129221.148438 Penalty: 3870.908691
	Iteration 19Q: 3 clusters Score -129221.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -129229.593750 Penalty: 3870.908691
	Iteration 20F: 3 clusters Score -129229.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -129254.546875 Penalty: 3870.908691
	Iteration 21Q: 3 clusters Score -129254.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -129282.132812 Penalty: 3870.908691
	Iteration 22Q: 3 clusters Score -129282.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -129318.265625 Penalty: 3870.908691
	Iteration 23Q: 3 clusters Score -129318.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -129361.335938 Penalty: 3870.908691
	Iteration 24Q: 3 clusters Score -129361.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -129418.554688 Penalty: 3870.908691
	Iteration 25Q: 3 clusters Score -129418.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -129564.125000 Penalty: 3870.908691
	Iteration 26Q: 3 clusters Score -129564.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -129793.351562 Penalty: 3870.908691
	Iteration 27Q: 3 clusters Score -129793.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -129921.484375 Penalty: 3870.908691
	Iteration 28Q: 3 clusters Score -129921.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -129980.367188 Penalty: 3870.908691
	Iteration 29Q: 3 clusters Score -129980.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -130011.062500 Penalty: 3870.908691
	Iteration 30Q: 3 clusters Score -130011.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -130032.187500 Penalty: 3870.908691
	Iteration 31Q: 3 clusters Score -130032.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -130049.484375 Penalty: 3870.908691
	Iteration 32Q: 3 clusters Score -130049.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -130067.898438 Penalty: 3870.908691
	Iteration 33Q: 3 clusters Score -130067.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -130078.593750 Penalty: 3870.908691
	Iteration 34Q: 3 clusters Score -130078.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -130090.320312 Penalty: 3870.908691
	Iteration 35Q: 3 clusters Score -130090.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -130094.906250 Penalty: 3870.908691
	Iteration 36Q: 3 clusters Score -130094.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -130099.796875 Penalty: 3870.908691
	Iteration 37Q: 3 clusters Score -130099.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -130103.046875 Penalty: 3870.908691
	Iteration 38Q: 3 clusters Score -130103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -130107.078125 Penalty: 3870.908691
	Iteration 39Q: 3 clusters Score -130107.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -130109.773438 Penalty: 3870.908691
	Iteration 40F: 3 clusters Score -130109.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -130110.390625 Penalty: 3870.908691
	Iteration 41Q: 3 clusters Score -130110.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -130110.390625 Penalty: 3870.908691
	Iteration 42F: 3 clusters Score -130110.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 207637 members 
Mstep: Class 3 contains 57604 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 216812 members 
Mstep: Class 6 contains 9687 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1316 members 
Mstep: Class 9 contains 80930 members 
Mstep: Class 10 contains 355638 members 
Mstep: Class 11 contains 38589 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4953 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130140 members 
Mstep: Class 17 contains 24337 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2637 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3932 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10824 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12815 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2112 members 
Mstep: Class 29 contains 35392 members 
Mstep: Class 30 contains 9550 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 1365 members 
Mstep: Class 36 contains 9505 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10817 members 
Mstep: Class 40 contains 6036 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1423 members 
Mstep: Class 44 contains 2671 members 
Mstep: Class 45 contains 2697 members 
Mstep: Class 46 contains 1086 members 
Entering Unmasked Estep 
Score: -102301624.000000 Penalty: 161575.609375
Splitting cluster 35 changes total score from -102302592.000000 to -102301624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (9505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Entering Unmasked Estep 
Score: -686718.250000 Penalty: 2271.574219
	Iteration 0F: 2 clusters Score -686718.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -679366.937500 Penalty: 4543.148438
	Iteration 0F: 3 clusters Score -679366.9 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -681544.937500 Penalty: 4543.148438
	Iteration 1F: 3 clusters Score -681544.9 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -682054.812500 Penalty: 4543.148438
	Iteration 2F: 3 clusters Score -682054.8 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -682542.312500 Penalty: 4543.148438
	Iteration 3F: 3 clusters Score -682542.3 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -682991.687500 Penalty: 4543.148438
	Iteration 4F: 3 clusters Score -682991.7 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -683355.562500 Penalty: 4543.148438
	Iteration 5F: 3 clusters Score -683355.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -683644.562500 Penalty: 4543.148438
	Iteration 6Q: 3 clusters Score -683644.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -683843.187500 Penalty: 4543.148438
	Iteration 7Q: 3 clusters Score -683843.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -684001.187500 Penalty: 4543.148438
	Iteration 8Q: 3 clusters Score -684001.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -684130.937500 Penalty: 4543.148438
	Iteration 9Q: 3 clusters Score -684130.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -684216.625000 Penalty: 4543.148438
	Iteration 10Q: 3 clusters Score -684216.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -684275.562500 Penalty: 4543.148438
	Iteration 11Q: 3 clusters Score -684275.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -684323.625000 Penalty: 4543.148438
	Iteration 12Q: 3 clusters Score -684323.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -684369.562500 Penalty: 4543.148438
	Iteration 13Q: 3 clusters Score -684369.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -684406.875000 Penalty: 4543.148438
	Iteration 14Q: 3 clusters Score -684406.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -684435.937500 Penalty: 4543.148438
	Iteration 15Q: 3 clusters Score -684435.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -684461.187500 Penalty: 4543.148438
	Iteration 16Q: 3 clusters Score -684461.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -684489.500000 Penalty: 4543.148438
	Iteration 17Q: 3 clusters Score -684489.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -684520.875000 Penalty: 4543.148438
	Iteration 18Q: 3 clusters Score -684520.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -684553.562500 Penalty: 4543.148438
	Iteration 19Q: 3 clusters Score -684553.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -684589.187500 Penalty: 4543.148438
	Iteration 20F: 3 clusters Score -684589.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -684630.312500 Penalty: 4543.148438
	Iteration 21Q: 3 clusters Score -684630.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -684688.812500 Penalty: 4543.148438
	Iteration 22Q: 3 clusters Score -684688.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -684758.562500 Penalty: 4543.148438
	Iteration 23Q: 3 clusters Score -684758.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -684817.062500 Penalty: 4543.148438
	Iteration 24Q: 3 clusters Score -684817.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -684879.687500 Penalty: 4543.148438
	Iteration 25Q: 3 clusters Score -684879.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -684942.437500 Penalty: 4543.148438
	Iteration 26Q: 3 clusters Score -684942.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -685004.437500 Penalty: 4543.148438
	Iteration 27Q: 3 clusters Score -685004.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -685063.812500 Penalty: 4543.148438
	Iteration 28Q: 3 clusters Score -685063.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -685112.250000 Penalty: 4543.148438
	Iteration 29Q: 3 clusters Score -685112.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -685155.437500 Penalty: 4543.148438
	Iteration 30Q: 3 clusters Score -685155.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -685204.812500 Penalty: 4543.148438
	Iteration 31Q: 3 clusters Score -685204.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -685231.625000 Penalty: 4543.148438
	Iteration 32Q: 3 clusters Score -685231.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -685256.562500 Penalty: 4543.148438
	Iteration 33Q: 3 clusters Score -685256.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -685280.312500 Penalty: 4543.148438
	Iteration 34Q: 3 clusters Score -685280.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -685301.750000 Penalty: 4543.148438
	Iteration 35Q: 3 clusters Score -685301.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -685332.750000 Penalty: 4543.148438
	Iteration 36Q: 3 clusters Score -685332.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -685373.250000 Penalty: 4543.148438
	Iteration 37Q: 3 clusters Score -685373.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -685428.375000 Penalty: 4543.148438
	Iteration 38Q: 3 clusters Score -685428.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -685471.312500 Penalty: 4543.148438
	Iteration 39Q: 3 clusters Score -685471.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -685504.250000 Penalty: 4543.148438
	Iteration 40F: 3 clusters Score -685504.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -685531.000000 Penalty: 4543.148438
	Iteration 41Q: 3 clusters Score -685531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -685542.125000 Penalty: 4543.148438
	Iteration 42Q: 3 clusters Score -685542.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -685550.562500 Penalty: 4543.148438
	Iteration 43Q: 3 clusters Score -685550.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -685557.437500 Penalty: 4543.148438
	Iteration 44Q: 3 clusters Score -685557.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -685562.125000 Penalty: 4543.148438
	Iteration 45Q: 3 clusters Score -685562.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -685561.500000 Penalty: 4543.148438
	Iteration 46Q: 3 clusters Score -685561.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -685565.437500 Penalty: 4543.148438
	Iteration 47Q: 3 clusters Score -685565.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -685566.125000 Penalty: 4543.148438
	Iteration 48Q: 3 clusters Score -685566.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -685566.437500 Penalty: 4543.148438
	Iteration 49Q: 3 clusters Score -685566.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -685569.812500 Penalty: 4543.148438
	Iteration 50Q: 3 clusters Score -685569.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -685572.187500 Penalty: 4543.148438
	Iteration 51Q: 3 clusters Score -685572.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -685573.625000 Penalty: 4543.148438
	Iteration 52Q: 3 clusters Score -685573.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -685574.375000 Penalty: 4543.148438
	Iteration 53Q: 3 clusters Score -685574.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -685575.187500 Penalty: 4543.148438
	Iteration 54Q: 3 clusters Score -685575.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -685576.937500 Penalty: 4543.148438
	Iteration 55Q: 3 clusters Score -685576.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -685576.937500 Penalty: 4543.148438
	Iteration 56F: 3 clusters Score -685576.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Entering Unmasked Estep 
Score: -200786.421875 Penalty: 1987.719116
	Iteration 0F: 2 clusters Score -200786.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -197491.656250 Penalty: 3975.438232
	Iteration 0F: 3 clusters Score -197491.7 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -198157.546875 Penalty: 3975.438232
	Iteration 1F: 3 clusters Score -198157.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -198373.593750 Penalty: 3975.438232
	Iteration 2F: 3 clusters Score -198373.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -198606.484375 Penalty: 3975.438232
	Iteration 3F: 3 clusters Score -198606.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -198883.296875 Penalty: 3975.438232
	Iteration 4F: 3 clusters Score -198883.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -199238.171875 Penalty: 3975.438232
	Iteration 5F: 3 clusters Score -199238.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -199503.406250 Penalty: 3975.438232
	Iteration 6F: 3 clusters Score -199503.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -199650.593750 Penalty: 3975.438232
	Iteration 7Q: 3 clusters Score -199650.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -199745.937500 Penalty: 3975.438232
	Iteration 8Q: 3 clusters Score -199745.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -199812.750000 Penalty: 3975.438232
	Iteration 9Q: 3 clusters Score -199812.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -199847.296875 Penalty: 3975.438232
	Iteration 10Q: 3 clusters Score -199847.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -199866.875000 Penalty: 3975.438232
	Iteration 11Q: 3 clusters Score -199866.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -199880.687500 Penalty: 3975.438232
	Iteration 12Q: 3 clusters Score -199880.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -199889.187500 Penalty: 3975.438232
	Iteration 13Q: 3 clusters Score -199889.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -199894.671875 Penalty: 3975.438232
	Iteration 14Q: 3 clusters Score -199894.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -199901.781250 Penalty: 3975.438232
	Iteration 15Q: 3 clusters Score -199901.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -199904.906250 Penalty: 3975.438232
	Iteration 16Q: 3 clusters Score -199904.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -199906.953125 Penalty: 3975.438232
	Iteration 17Q: 3 clusters Score -199907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -199909.671875 Penalty: 3975.438232
	Iteration 18Q: 3 clusters Score -199909.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -199911.359375 Penalty: 3975.438232
	Iteration 19Q: 3 clusters Score -199911.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -199911.593750 Penalty: 3975.438232
	Iteration 20F: 3 clusters Score -199911.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -199911.953125 Penalty: 3975.438232
	Iteration 21Q: 3 clusters Score -199912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -199911.765625 Penalty: 3975.438232
	Iteration 22Q: 3 clusters Score -199911.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -199912.421875 Penalty: 3975.438232
	Iteration 23Q: 3 clusters Score -199912.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -199912.421875 Penalty: 3975.438232
	Iteration 24F: 3 clusters Score -199912.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Entering Unmasked Estep 
Score: -216562.750000 Penalty: 1987.226929
	Iteration 0F: 2 clusters Score -216562.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -213340.250000 Penalty: 3974.453857
	Iteration 0F: 3 clusters Score -213340.2 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -213985.093750 Penalty: 3974.453857
	Iteration 1F: 3 clusters Score -213985.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -214179.437500 Penalty: 3974.453857
	Iteration 2F: 3 clusters Score -214179.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -214322.078125 Penalty: 3974.453857
	Iteration 3F: 3 clusters Score -214322.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -214461.015625 Penalty: 3974.453857
	Iteration 4Q: 3 clusters Score -214461 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -214618.937500 Penalty: 3974.453857
	Iteration 5F: 3 clusters Score -214618.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -214748.203125 Penalty: 3974.453857
	Iteration 6Q: 3 clusters Score -214748.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -214847.500000 Penalty: 3974.453857
	Iteration 7Q: 3 clusters Score -214847.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -214951.125000 Penalty: 3974.453857
	Iteration 8Q: 3 clusters Score -214951.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -215037.765625 Penalty: 3974.453857
	Iteration 9Q: 3 clusters Score -215037.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -215102.609375 Penalty: 3974.453857
	Iteration 10Q: 3 clusters Score -215102.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -215143.078125 Penalty: 3974.453857
	Iteration 11Q: 3 clusters Score -215143.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -215175.593750 Penalty: 3974.453857
	Iteration 12Q: 3 clusters Score -215175.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -215201.578125 Penalty: 3974.453857
	Iteration 13Q: 3 clusters Score -215201.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -215222.593750 Penalty: 3974.453857
	Iteration 14Q: 3 clusters Score -215222.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -215236.453125 Penalty: 3974.453857
	Iteration 15Q: 3 clusters Score -215236.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -215245.250000 Penalty: 3974.453857
	Iteration 16Q: 3 clusters Score -215245.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -215256.046875 Penalty: 3974.453857
	Iteration 17Q: 3 clusters Score -215256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -215261.125000 Penalty: 3974.453857
	Iteration 18Q: 3 clusters Score -215261.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -215263.640625 Penalty: 3974.453857
	Iteration 19Q: 3 clusters Score -215263.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -215265.703125 Penalty: 3974.453857
	Iteration 20F: 3 clusters Score -215265.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -215269.078125 Penalty: 3974.453857
	Iteration 21Q: 3 clusters Score -215269.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -215273.390625 Penalty: 3974.453857
	Iteration 22Q: 3 clusters Score -215273.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -215275.890625 Penalty: 3974.453857
	Iteration 23Q: 3 clusters Score -215275.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -215276.531250 Penalty: 3974.453857
	Iteration 24Q: 3 clusters Score -215276.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -215277.828125 Penalty: 3974.453857
	Iteration 25Q: 3 clusters Score -215277.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -215278.718750 Penalty: 3974.453857
	Iteration 26Q: 3 clusters Score -215278.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -215280.312500 Penalty: 3974.453857
	Iteration 27Q: 3 clusters Score -215280.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -215282.468750 Penalty: 3974.453857
	Iteration 28Q: 3 clusters Score -215282.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -215284.171875 Penalty: 3974.453857
	Iteration 29Q: 3 clusters Score -215284.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -215285.156250 Penalty: 3974.453857
	Iteration 30Q: 3 clusters Score -215285.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -215286.281250 Penalty: 3974.453857
	Iteration 31Q: 3 clusters Score -215286.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -215288.000000 Penalty: 3974.453857
	Iteration 32Q: 3 clusters Score -215288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -215289.000000 Penalty: 3974.453857
	Iteration 33Q: 3 clusters Score -215289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -215289.406250 Penalty: 3974.453857
	Iteration 34Q: 3 clusters Score -215289.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -215290.328125 Penalty: 3974.453857
	Iteration 35Q: 3 clusters Score -215290.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -215290.687500 Penalty: 3974.453857
	Iteration 36Q: 3 clusters Score -215290.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -215291.421875 Penalty: 3974.453857
	Iteration 37Q: 3 clusters Score -215291.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -215291.546875 Penalty: 3974.453857
	Iteration 38Q: 3 clusters Score -215291.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -215292.531250 Penalty: 3974.453857
	Iteration 39Q: 3 clusters Score -215292.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -215292.531250 Penalty: 3974.453857
	Iteration 40F: 3 clusters Score -215292.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Entering Unmasked Estep 
Score: -796399.937500 Penalty: 2303.640869
	Iteration 0F: 2 clusters Score -796399.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -788296.000000 Penalty: 4607.281738
	Iteration 0F: 3 clusters Score -788296 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -790677.312500 Penalty: 4607.281738
	Iteration 1F: 3 clusters Score -790677.3 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -790986.187500 Penalty: 4607.281738
	Iteration 2F: 3 clusters Score -790986.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -791195.812500 Penalty: 4607.281738
	Iteration 3Q: 3 clusters Score -791195.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -791369.312500 Penalty: 4607.281738
	Iteration 4Q: 3 clusters Score -791369.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -791516.625000 Penalty: 4607.281738
	Iteration 5Q: 3 clusters Score -791516.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -791641.687500 Penalty: 4607.281738
	Iteration 6Q: 3 clusters Score -791641.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -791748.500000 Penalty: 4607.281738
	Iteration 7Q: 3 clusters Score -791748.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -791847.437500 Penalty: 4607.281738
	Iteration 8Q: 3 clusters Score -791847.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -791961.062500 Penalty: 4607.281738
	Iteration 9Q: 3 clusters Score -791961.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -792067.375000 Penalty: 4607.281738
	Iteration 10Q: 3 clusters Score -792067.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -792182.625000 Penalty: 4607.281738
	Iteration 11Q: 3 clusters Score -792182.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -792296.375000 Penalty: 4607.281738
	Iteration 12Q: 3 clusters Score -792296.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -792422.875000 Penalty: 4607.281738
	Iteration 13Q: 3 clusters Score -792422.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -792558.250000 Penalty: 4607.281738
	Iteration 14Q: 3 clusters Score -792558.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -792724.562500 Penalty: 4607.281738
	Iteration 15Q: 3 clusters Score -792724.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -792875.250000 Penalty: 4607.281738
	Iteration 16Q: 3 clusters Score -792875.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -793005.750000 Penalty: 4607.281738
	Iteration 17Q: 3 clusters Score -793005.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -793143.875000 Penalty: 4607.281738
	Iteration 18Q: 3 clusters Score -793143.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -793266.312500 Penalty: 4607.281738
	Iteration 19Q: 3 clusters Score -793266.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -793411.687500 Penalty: 4607.281738
	Iteration 20F: 3 clusters Score -793411.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -793546.437500 Penalty: 4607.281738
	Iteration 21Q: 3 clusters Score -793546.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -793663.937500 Penalty: 4607.281738
	Iteration 22Q: 3 clusters Score -793663.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -793766.812500 Penalty: 4607.281738
	Iteration 23Q: 3 clusters Score -793766.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -793853.125000 Penalty: 4607.281738
	Iteration 24Q: 3 clusters Score -793853.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -793907.125000 Penalty: 4607.281738
	Iteration 25Q: 3 clusters Score -793907.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -793934.312500 Penalty: 4607.281738
	Iteration 26Q: 3 clusters Score -793934.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -793963.437500 Penalty: 4607.281738
	Iteration 27Q: 3 clusters Score -793963.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -793979.000000 Penalty: 4607.281738
	Iteration 28Q: 3 clusters Score -793979 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -793992.062500 Penalty: 4607.281738
	Iteration 29Q: 3 clusters Score -793992.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -794006.875000 Penalty: 4607.281738
	Iteration 30Q: 3 clusters Score -794006.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -794015.687500 Penalty: 4607.281738
	Iteration 31Q: 3 clusters Score -794015.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -794030.062500 Penalty: 4607.281738
	Iteration 32Q: 3 clusters Score -794030.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -794041.312500 Penalty: 4607.281738
	Iteration 33Q: 3 clusters Score -794041.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -794047.375000 Penalty: 4607.281738
	Iteration 34Q: 3 clusters Score -794047.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -794055.312500 Penalty: 4607.281738
	Iteration 35Q: 3 clusters Score -794055.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -794059.687500 Penalty: 4607.281738
	Iteration 36Q: 3 clusters Score -794059.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -794067.937500 Penalty: 4607.281738
	Iteration 37Q: 3 clusters Score -794067.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -794073.000000 Penalty: 4607.281738
	Iteration 38Q: 3 clusters Score -794073 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -794082.750000 Penalty: 4607.281738
	Iteration 39Q: 3 clusters Score -794082.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -794094.437500 Penalty: 4607.281738
	Iteration 40F: 3 clusters Score -794094.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -794102.625000 Penalty: 4607.281738
	Iteration 41Q: 3 clusters Score -794102.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -794112.375000 Penalty: 4607.281738
	Iteration 42Q: 3 clusters Score -794112.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -794122.625000 Penalty: 4607.281738
	Iteration 43Q: 3 clusters Score -794122.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -794132.000000 Penalty: 4607.281738
	Iteration 44Q: 3 clusters Score -794132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -794141.625000 Penalty: 4607.281738
	Iteration 45Q: 3 clusters Score -794141.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -794147.812500 Penalty: 4607.281738
	Iteration 46Q: 3 clusters Score -794147.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -794155.812500 Penalty: 4607.281738
	Iteration 47Q: 3 clusters Score -794155.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -794160.062500 Penalty: 4607.281738
	Iteration 48Q: 3 clusters Score -794160.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -794169.625000 Penalty: 4607.281738
	Iteration 49Q: 3 clusters Score -794169.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -794182.250000 Penalty: 4607.281738
	Iteration 50Q: 3 clusters Score -794182.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -794201.125000 Penalty: 4607.281738
	Iteration 51Q: 3 clusters Score -794201.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -794215.437500 Penalty: 4607.281738
	Iteration 52Q: 3 clusters Score -794215.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -794223.437500 Penalty: 4607.281738
	Iteration 53Q: 3 clusters Score -794223.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -794230.437500 Penalty: 4607.281738
	Iteration 54Q: 3 clusters Score -794230.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -794241.687500 Penalty: 4607.281738
	Iteration 55Q: 3 clusters Score -794241.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -794253.125000 Penalty: 4607.281738
	Iteration 56Q: 3 clusters Score -794253.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -794265.250000 Penalty: 4607.281738
	Iteration 57Q: 3 clusters Score -794265.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -794274.625000 Penalty: 4607.281738
	Iteration 58Q: 3 clusters Score -794274.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -794285.687500 Penalty: 4607.281738
	Iteration 59Q: 3 clusters Score -794285.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -794294.437500 Penalty: 4607.281738
	Iteration 60F: 3 clusters Score -794294.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -794302.062500 Penalty: 4607.281738
	Iteration 61Q: 3 clusters Score -794302.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -794316.312500 Penalty: 4607.281738
	Iteration 62Q: 3 clusters Score -794316.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -794330.187500 Penalty: 4607.281738
	Iteration 63Q: 3 clusters Score -794330.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -794348.937500 Penalty: 4607.281738
	Iteration 64Q: 3 clusters Score -794348.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -794377.000000 Penalty: 4607.281738
	Iteration 65Q: 3 clusters Score -794377 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -794413.250000 Penalty: 4607.281738
	Iteration 66Q: 3 clusters Score -794413.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -794460.375000 Penalty: 4607.281738
	Iteration 67Q: 3 clusters Score -794460.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -794510.312500 Penalty: 4607.281738
	Iteration 68Q: 3 clusters Score -794510.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -794568.125000 Penalty: 4607.281738
	Iteration 69Q: 3 clusters Score -794568.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -794624.875000 Penalty: 4607.281738
	Iteration 70Q: 3 clusters Score -794624.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -794662.187500 Penalty: 4607.281738
	Iteration 71Q: 3 clusters Score -794662.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -794691.000000 Penalty: 4607.281738
	Iteration 72Q: 3 clusters Score -794691 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -794705.875000 Penalty: 4607.281738
	Iteration 73Q: 3 clusters Score -794705.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -794715.562500 Penalty: 4607.281738
	Iteration 74Q: 3 clusters Score -794715.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -794722.375000 Penalty: 4607.281738
	Iteration 75Q: 3 clusters Score -794722.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -794724.000000 Penalty: 4607.281738
	Iteration 76Q: 3 clusters Score -794724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -794723.187500 Penalty: 4607.281738
	Iteration 77Q: 3 clusters Score -794723.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -794725.312500 Penalty: 4607.281738
	Iteration 78Q: 3 clusters Score -794725.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -794727.562500 Penalty: 4607.281738
	Iteration 79Q: 3 clusters Score -794727.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -794727.375000 Penalty: 4607.281738
	Iteration 80F: 3 clusters Score -794727.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -794731.375000 Penalty: 4607.281738
	Iteration 81Q: 3 clusters Score -794731.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -794730.500000 Penalty: 4607.281738
	Iteration 82Q: 3 clusters Score -794730.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -794731.250000 Penalty: 4607.281738
	Iteration 83Q: 3 clusters Score -794731.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -794733.312500 Penalty: 4607.281738
	Iteration 84Q: 3 clusters Score -794733.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -794734.500000 Penalty: 4607.281738
	Iteration 85Q: 3 clusters Score -794734.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -794735.125000 Penalty: 4607.281738
	Iteration 86Q: 3 clusters Score -794735.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -794735.687500 Penalty: 4607.281738
	Iteration 87Q: 3 clusters Score -794735.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -794735.687500 Penalty: 4607.281738
	Iteration 88F: 3 clusters Score -794735.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Entering Unmasked Estep 
Score: -447164.625000 Penalty: 2158.963135
	Iteration 0F: 2 clusters Score -447164.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -441981.031250 Penalty: 4317.926270
	Iteration 0F: 3 clusters Score -441981 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -443267.093750 Penalty: 4317.926270
	Iteration 1F: 3 clusters Score -443267.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -443508.250000 Penalty: 4317.926270
	Iteration 2F: 3 clusters Score -443508.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -443678.312500 Penalty: 4317.926270
	Iteration 3F: 3 clusters Score -443678.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -443827.343750 Penalty: 4317.926270
	Iteration 4Q: 3 clusters Score -443827.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -443955.312500 Penalty: 4317.926270
	Iteration 5Q: 3 clusters Score -443955.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -444070.812500 Penalty: 4317.926270
	Iteration 6Q: 3 clusters Score -444070.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -444185.468750 Penalty: 4317.926270
	Iteration 7Q: 3 clusters Score -444185.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -444317.000000 Penalty: 4317.926270
	Iteration 8Q: 3 clusters Score -444317 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -444441.687500 Penalty: 4317.926270
	Iteration 9Q: 3 clusters Score -444441.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -444562.812500 Penalty: 4317.926270
	Iteration 10Q: 3 clusters Score -444562.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -444664.250000 Penalty: 4317.926270
	Iteration 11Q: 3 clusters Score -444664.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -444754.406250 Penalty: 4317.926270
	Iteration 12Q: 3 clusters Score -444754.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -444830.593750 Penalty: 4317.926270
	Iteration 13Q: 3 clusters Score -444830.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -444888.375000 Penalty: 4317.926270
	Iteration 14Q: 3 clusters Score -444888.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -444926.406250 Penalty: 4317.926270
	Iteration 15Q: 3 clusters Score -444926.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -444970.843750 Penalty: 4317.926270
	Iteration 16Q: 3 clusters Score -444970.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -445011.531250 Penalty: 4317.926270
	Iteration 17Q: 3 clusters Score -445011.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -445048.031250 Penalty: 4317.926270
	Iteration 18Q: 3 clusters Score -445048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -445073.468750 Penalty: 4317.926270
	Iteration 19Q: 3 clusters Score -445073.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -445098.812500 Penalty: 4317.926270
	Iteration 20F: 3 clusters Score -445098.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -445124.968750 Penalty: 4317.926270
	Iteration 21Q: 3 clusters Score -445125 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -445150.687500 Penalty: 4317.926270
	Iteration 22Q: 3 clusters Score -445150.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -445167.718750 Penalty: 4317.926270
	Iteration 23Q: 3 clusters Score -445167.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -445184.156250 Penalty: 4317.926270
	Iteration 24Q: 3 clusters Score -445184.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -445193.625000 Penalty: 4317.926270
	Iteration 25Q: 3 clusters Score -445193.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -445207.750000 Penalty: 4317.926270
	Iteration 26Q: 3 clusters Score -445207.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -445221.937500 Penalty: 4317.926270
	Iteration 27Q: 3 clusters Score -445221.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -445237.031250 Penalty: 4317.926270
	Iteration 28Q: 3 clusters Score -445237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -445250.562500 Penalty: 4317.926270
	Iteration 29Q: 3 clusters Score -445250.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -445257.875000 Penalty: 4317.926270
	Iteration 30Q: 3 clusters Score -445257.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -445261.312500 Penalty: 4317.926270
	Iteration 31Q: 3 clusters Score -445261.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -445266.093750 Penalty: 4317.926270
	Iteration 32Q: 3 clusters Score -445266.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -445267.187500 Penalty: 4317.926270
	Iteration 33Q: 3 clusters Score -445267.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -445269.562500 Penalty: 4317.926270
	Iteration 34Q: 3 clusters Score -445269.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -445271.062500 Penalty: 4317.926270
	Iteration 35Q: 3 clusters Score -445271.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -445273.531250 Penalty: 4317.926270
	Iteration 36Q: 3 clusters Score -445273.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -445277.218750 Penalty: 4317.926270
	Iteration 37Q: 3 clusters Score -445277.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -445281.406250 Penalty: 4317.926270
	Iteration 38Q: 3 clusters Score -445281.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -445285.125000 Penalty: 4317.926270
	Iteration 39Q: 3 clusters Score -445285.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -445286.187500 Penalty: 4317.926270
	Iteration 40F: 3 clusters Score -445286.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -445287.468750 Penalty: 4317.926270
	Iteration 41Q: 3 clusters Score -445287.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -445291.000000 Penalty: 4317.926270
	Iteration 42Q: 3 clusters Score -445291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -445293.625000 Penalty: 4317.926270
	Iteration 43Q: 3 clusters Score -445293.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -445295.562500 Penalty: 4317.926270
	Iteration 44Q: 3 clusters Score -445295.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -445298.812500 Penalty: 4317.926270
	Iteration 45Q: 3 clusters Score -445298.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -445301.343750 Penalty: 4317.926270
	Iteration 46Q: 3 clusters Score -445301.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -445303.937500 Penalty: 4317.926270
	Iteration 47Q: 3 clusters Score -445303.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -445309.375000 Penalty: 4317.926270
	Iteration 48Q: 3 clusters Score -445309.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -445312.187500 Penalty: 4317.926270
	Iteration 49Q: 3 clusters Score -445312.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -445316.843750 Penalty: 4317.926270
	Iteration 50Q: 3 clusters Score -445316.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -445320.875000 Penalty: 4317.926270
	Iteration 51Q: 3 clusters Score -445320.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -445321.843750 Penalty: 4317.926270
	Iteration 52Q: 3 clusters Score -445321.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -445324.062500 Penalty: 4317.926270
	Iteration 53Q: 3 clusters Score -445324.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -445327.312500 Penalty: 4317.926270
	Iteration 54Q: 3 clusters Score -445327.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -445330.187500 Penalty: 4317.926270
	Iteration 55Q: 3 clusters Score -445330.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -445330.750000 Penalty: 4317.926270
	Iteration 56Q: 3 clusters Score -445330.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -445331.343750 Penalty: 4317.926270
	Iteration 57Q: 3 clusters Score -445331.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -445331.343750 Penalty: 4317.926270
	Iteration 58F: 3 clusters Score -445331.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Entering Unmasked Estep 
Score: -177535.390625 Penalty: 1947.886475
	Iteration 0F: 2 clusters Score -177535.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -174560.453125 Penalty: 3895.772949
	Iteration 0F: 3 clusters Score -174560.5 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -175497.703125 Penalty: 3895.772949
	Iteration 1F: 3 clusters Score -175497.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -176141.937500 Penalty: 3895.772949
	Iteration 2F: 3 clusters Score -176141.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -176357.125000 Penalty: 3895.772949
	Iteration 3F: 3 clusters Score -176357.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -176440.187500 Penalty: 3895.772949
	Iteration 4Q: 3 clusters Score -176440.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -176482.859375 Penalty: 3895.772949
	Iteration 5Q: 3 clusters Score -176482.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -176504.484375 Penalty: 3895.772949
	Iteration 6Q: 3 clusters Score -176504.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -176526.937500 Penalty: 3895.772949
	Iteration 7Q: 3 clusters Score -176526.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -176554.671875 Penalty: 3895.772949
	Iteration 8Q: 3 clusters Score -176554.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -176580.437500 Penalty: 3895.772949
	Iteration 9Q: 3 clusters Score -176580.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -176600.671875 Penalty: 3895.772949
	Iteration 10Q: 3 clusters Score -176600.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -176623.171875 Penalty: 3895.772949
	Iteration 11Q: 3 clusters Score -176623.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -176638.375000 Penalty: 3895.772949
	Iteration 12Q: 3 clusters Score -176638.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -176650.468750 Penalty: 3895.772949
	Iteration 13Q: 3 clusters Score -176650.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -176665.656250 Penalty: 3895.772949
	Iteration 14Q: 3 clusters Score -176665.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -176680.828125 Penalty: 3895.772949
	Iteration 15Q: 3 clusters Score -176680.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -176697.109375 Penalty: 3895.772949
	Iteration 16Q: 3 clusters Score -176697.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -176719.734375 Penalty: 3895.772949
	Iteration 17Q: 3 clusters Score -176719.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -176750.140625 Penalty: 3895.772949
	Iteration 18Q: 3 clusters Score -176750.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -176779.468750 Penalty: 3895.772949
	Iteration 19Q: 3 clusters Score -176779.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -176822.015625 Penalty: 3895.772949
	Iteration 20F: 3 clusters Score -176822 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -176871.578125 Penalty: 3895.772949
	Iteration 21Q: 3 clusters Score -176871.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -176925.125000 Penalty: 3895.772949
	Iteration 22Q: 3 clusters Score -176925.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -176971.578125 Penalty: 3895.772949
	Iteration 23Q: 3 clusters Score -176971.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -177011.718750 Penalty: 3895.772949
	Iteration 24Q: 3 clusters Score -177011.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -177047.968750 Penalty: 3895.772949
	Iteration 25Q: 3 clusters Score -177048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -177080.656250 Penalty: 3895.772949
	Iteration 26Q: 3 clusters Score -177080.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -177099.546875 Penalty: 3895.772949
	Iteration 27Q: 3 clusters Score -177099.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -177110.890625 Penalty: 3895.772949
	Iteration 28Q: 3 clusters Score -177110.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -177115.968750 Penalty: 3895.772949
	Iteration 29Q: 3 clusters Score -177116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -177122.687500 Penalty: 3895.772949
	Iteration 30Q: 3 clusters Score -177122.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -177126.984375 Penalty: 3895.772949
	Iteration 31Q: 3 clusters Score -177127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -177132.000000 Penalty: 3895.772949
	Iteration 32Q: 3 clusters Score -177132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -177133.796875 Penalty: 3895.772949
	Iteration 33Q: 3 clusters Score -177133.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -177135.000000 Penalty: 3895.772949
	Iteration 34Q: 3 clusters Score -177135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -177135.812500 Penalty: 3895.772949
	Iteration 35Q: 3 clusters Score -177135.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -177138.218750 Penalty: 3895.772949
	Iteration 36Q: 3 clusters Score -177138.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -177138.812500 Penalty: 3895.772949
	Iteration 37Q: 3 clusters Score -177138.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -177138.812500 Penalty: 3895.772949
	Iteration 38F: 3 clusters Score -177138.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -141806.359375 Penalty: 1877.980713
	Iteration 0F: 2 clusters Score -141806.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -139231.578125 Penalty: 3755.961426
	Iteration 0F: 3 clusters Score -139231.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -139679.875000 Penalty: 3755.961426
	Iteration 1F: 3 clusters Score -139679.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -139809.109375 Penalty: 3755.961426
	Iteration 2F: 3 clusters Score -139809.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -139881.187500 Penalty: 3755.961426
	Iteration 3Q: 3 clusters Score -139881.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -139929.453125 Penalty: 3755.961426
	Iteration 4Q: 3 clusters Score -139929.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -139957.859375 Penalty: 3755.961426
	Iteration 5Q: 3 clusters Score -139957.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -139982.031250 Penalty: 3755.961426
	Iteration 6Q: 3 clusters Score -139982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -140000.125000 Penalty: 3755.961426
	Iteration 7Q: 3 clusters Score -140000.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -140018.687500 Penalty: 3755.961426
	Iteration 8Q: 3 clusters Score -140018.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -140037.156250 Penalty: 3755.961426
	Iteration 9Q: 3 clusters Score -140037.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -140048.109375 Penalty: 3755.961426
	Iteration 10Q: 3 clusters Score -140048.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -140055.343750 Penalty: 3755.961426
	Iteration 11Q: 3 clusters Score -140055.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -140062.906250 Penalty: 3755.961426
	Iteration 12Q: 3 clusters Score -140062.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -140068.828125 Penalty: 3755.961426
	Iteration 13Q: 3 clusters Score -140068.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -140072.890625 Penalty: 3755.961426
	Iteration 14Q: 3 clusters Score -140072.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -140075.312500 Penalty: 3755.961426
	Iteration 15Q: 3 clusters Score -140075.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -140075.984375 Penalty: 3755.961426
	Iteration 16Q: 3 clusters Score -140076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -140076.875000 Penalty: 3755.961426
	Iteration 17Q: 3 clusters Score -140076.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -140077.125000 Penalty: 3755.961426
	Iteration 18Q: 3 clusters Score -140077.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -140077.687500 Penalty: 3755.961426
	Iteration 19Q: 3 clusters Score -140077.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -140078.109375 Penalty: 3755.961426
	Iteration 20F: 3 clusters Score -140078.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -140078.375000 Penalty: 3755.961426
	Iteration 21Q: 3 clusters Score -140078.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -140079.906250 Penalty: 3755.961426
	Iteration 22Q: 3 clusters Score -140079.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -140081.171875 Penalty: 3755.961426
	Iteration 23Q: 3 clusters Score -140081.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -140083.437500 Penalty: 3755.961426
	Iteration 24Q: 3 clusters Score -140083.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -140086.625000 Penalty: 3755.961426
	Iteration 25Q: 3 clusters Score -140086.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -140087.359375 Penalty: 3755.961426
	Iteration 26Q: 3 clusters Score -140087.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -140088.312500 Penalty: 3755.961426
	Iteration 27Q: 3 clusters Score -140088.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -140093.046875 Penalty: 3755.961426
	Iteration 28Q: 3 clusters Score -140093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -140098.687500 Penalty: 3755.961426
	Iteration 29Q: 3 clusters Score -140098.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -140102.062500 Penalty: 3755.961426
	Iteration 30Q: 3 clusters Score -140102.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -140104.031250 Penalty: 3755.961426
	Iteration 31Q: 3 clusters Score -140104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -140106.171875 Penalty: 3755.961426
	Iteration 32Q: 3 clusters Score -140106.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -140107.140625 Penalty: 3755.961426
	Iteration 33Q: 3 clusters Score -140107.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -140108.046875 Penalty: 3755.961426
	Iteration 34Q: 3 clusters Score -140108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -140109.093750 Penalty: 3755.961426
	Iteration 35Q: 3 clusters Score -140109.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -140110.375000 Penalty: 3755.961426
	Iteration 36Q: 3 clusters Score -140110.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -140112.265625 Penalty: 3755.961426
	Iteration 37Q: 3 clusters Score -140112.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -140115.578125 Penalty: 3755.961426
	Iteration 38Q: 3 clusters Score -140115.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -140117.171875 Penalty: 3755.961426
	Iteration 39Q: 3 clusters Score -140117.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -140118.453125 Penalty: 3755.961426
	Iteration 40F: 3 clusters Score -140118.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -140119.375000 Penalty: 3755.961426
	Iteration 41Q: 3 clusters Score -140119.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -140121.000000 Penalty: 3755.961426
	Iteration 42Q: 3 clusters Score -140121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -140122.062500 Penalty: 3755.961426
	Iteration 43Q: 3 clusters Score -140122.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -140123.921875 Penalty: 3755.961426
	Iteration 44Q: 3 clusters Score -140123.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -140128.593750 Penalty: 3755.961426
	Iteration 45Q: 3 clusters Score -140128.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -140134.734375 Penalty: 3755.961426
	Iteration 46Q: 3 clusters Score -140134.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -140143.906250 Penalty: 3755.961426
	Iteration 47Q: 3 clusters Score -140143.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -140150.390625 Penalty: 3755.961426
	Iteration 48Q: 3 clusters Score -140150.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -140154.078125 Penalty: 3755.961426
	Iteration 49Q: 3 clusters Score -140154.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -140155.031250 Penalty: 3755.961426
	Iteration 50Q: 3 clusters Score -140155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -140155.765625 Penalty: 3755.961426
	Iteration 51Q: 3 clusters Score -140155.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -140156.531250 Penalty: 3755.961426
	Iteration 52Q: 3 clusters Score -140156.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -140156.531250 Penalty: 3755.961426
	Iteration 53F: 3 clusters Score -140156.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Entering Unmasked Estep 
Score: -94706.023438 Penalty: 1800.609619
	Iteration 0F: 2 clusters Score -94706.02 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 679 members 
Entering Unmasked Estep 
Score: -92486.179688 Penalty: 3601.219238
	Iteration 0F: 3 clusters Score -92486.18 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -92865.625000 Penalty: 3601.219238
	Iteration 1F: 3 clusters Score -92865.62 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -92977.335938 Penalty: 3601.219238
	Iteration 2F: 3 clusters Score -92977.34 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -93038.632812 Penalty: 3601.219238
	Iteration 3Q: 3 clusters Score -93038.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -93065.664062 Penalty: 3601.219238
	Iteration 4Q: 3 clusters Score -93065.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -93080.617188 Penalty: 3601.219238
	Iteration 5Q: 3 clusters Score -93080.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -93091.007812 Penalty: 3601.219238
	Iteration 6Q: 3 clusters Score -93091.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -93097.554688 Penalty: 3601.219238
	Iteration 7Q: 3 clusters Score -93097.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -93101.546875 Penalty: 3601.219238
	Iteration 8Q: 3 clusters Score -93101.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -93105.406250 Penalty: 3601.219238
	Iteration 9Q: 3 clusters Score -93105.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -93106.453125 Penalty: 3601.219238
	Iteration 10Q: 3 clusters Score -93106.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -93110.312500 Penalty: 3601.219238
	Iteration 11Q: 3 clusters Score -93110.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -93115.632812 Penalty: 3601.219238
	Iteration 12Q: 3 clusters Score -93115.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -93120.343750 Penalty: 3601.219238
	Iteration 13Q: 3 clusters Score -93120.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -93126.882812 Penalty: 3601.219238
	Iteration 14Q: 3 clusters Score -93126.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -93130.617188 Penalty: 3601.219238
	Iteration 15Q: 3 clusters Score -93130.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -93131.789062 Penalty: 3601.219238
	Iteration 16Q: 3 clusters Score -93131.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -93131.789062 Penalty: 3601.219238
	Iteration 17F: 3 clusters Score -93131.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -187483.875000 Penalty: 1956.771606
	Iteration 0F: 2 clusters Score -187483.9 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 1301 members 
Entering Unmasked Estep 
Score: -184428.812500 Penalty: 3913.543213
	Iteration 0F: 3 clusters Score -184428.8 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -185055.906250 Penalty: 3913.543213
	Iteration 1F: 3 clusters Score -185055.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -185242.218750 Penalty: 3913.543213
	Iteration 2F: 3 clusters Score -185242.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -185370.406250 Penalty: 3913.543213
	Iteration 3F: 3 clusters Score -185370.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -185464.359375 Penalty: 3913.543213
	Iteration 4Q: 3 clusters Score -185464.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -185555.046875 Penalty: 3913.543213
	Iteration 5Q: 3 clusters Score -185555 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -185635.125000 Penalty: 3913.543213
	Iteration 6Q: 3 clusters Score -185635.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -185705.328125 Penalty: 3913.543213
	Iteration 7Q: 3 clusters Score -185705.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -185793.625000 Penalty: 3913.543213
	Iteration 8Q: 3 clusters Score -185793.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -185872.453125 Penalty: 3913.543213
	Iteration 9Q: 3 clusters Score -185872.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -185944.640625 Penalty: 3913.543213
	Iteration 10Q: 3 clusters Score -185944.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -185995.296875 Penalty: 3913.543213
	Iteration 11Q: 3 clusters Score -185995.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -186037.187500 Penalty: 3913.543213
	Iteration 12Q: 3 clusters Score -186037.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -186071.078125 Penalty: 3913.543213
	Iteration 13Q: 3 clusters Score -186071.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -186099.171875 Penalty: 3913.543213
	Iteration 14Q: 3 clusters Score -186099.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -186118.156250 Penalty: 3913.543213
	Iteration 15Q: 3 clusters Score -186118.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -186136.187500 Penalty: 3913.543213
	Iteration 16Q: 3 clusters Score -186136.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -186154.937500 Penalty: 3913.543213
	Iteration 17Q: 3 clusters Score -186154.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -186174.281250 Penalty: 3913.543213
	Iteration 18Q: 3 clusters Score -186174.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -186188.875000 Penalty: 3913.543213
	Iteration 19Q: 3 clusters Score -186188.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -186200.343750 Penalty: 3913.543213
	Iteration 20F: 3 clusters Score -186200.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -186208.875000 Penalty: 3913.543213
	Iteration 21Q: 3 clusters Score -186208.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -186213.734375 Penalty: 3913.543213
	Iteration 22Q: 3 clusters Score -186213.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -186217.328125 Penalty: 3913.543213
	Iteration 23Q: 3 clusters Score -186217.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -186221.343750 Penalty: 3913.543213
	Iteration 24Q: 3 clusters Score -186221.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -186228.968750 Penalty: 3913.543213
	Iteration 25Q: 3 clusters Score -186229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -186237.484375 Penalty: 3913.543213
	Iteration 26Q: 3 clusters Score -186237.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -186246.812500 Penalty: 3913.543213
	Iteration 27Q: 3 clusters Score -186246.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -186252.046875 Penalty: 3913.543213
	Iteration 28Q: 3 clusters Score -186252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -186257.843750 Penalty: 3913.543213
	Iteration 29Q: 3 clusters Score -186257.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -186260.703125 Penalty: 3913.543213
	Iteration 30Q: 3 clusters Score -186260.7 nChanged 6
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: -186264.687500 Penalty: 3913.543213
	Iteration 31Q: 3 clusters Score -186264.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -186271.453125 Penalty: 3913.543213
	Iteration 32Q: 3 clusters Score -186271.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -186280.046875 Penalty: 3913.543213
	Iteration 33Q: 3 clusters Score -186280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -186291.937500 Penalty: 3913.543213
	Iteration 34Q: 3 clusters Score -186291.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -186311.328125 Penalty: 3913.543213
	Iteration 35Q: 3 clusters Score -186311.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -186331.015625 Penalty: 3913.543213
	Iteration 36Q: 3 clusters Score -186331 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -186355.125000 Penalty: 3913.543213
	Iteration 37Q: 3 clusters Score -186355.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -186380.765625 Penalty: 3913.543213
	Iteration 38Q: 3 clusters Score -186380.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -186408.062500 Penalty: 3913.543213
	Iteration 39Q: 3 clusters Score -186408.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -186434.234375 Penalty: 3913.543213
	Iteration 40F: 3 clusters Score -186434.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -186459.125000 Penalty: 3913.543213
	Iteration 41Q: 3 clusters Score -186459.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -186481.875000 Penalty: 3913.543213
	Iteration 42Q: 3 clusters Score -186481.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -186514.250000 Penalty: 3913.543213
	Iteration 43Q: 3 clusters Score -186514.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -186571.234375 Penalty: 3913.543213
	Iteration 44Q: 3 clusters Score -186571.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -186632.765625 Penalty: 3913.543213
	Iteration 45Q: 3 clusters Score -186632.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -186665.968750 Penalty: 3913.543213
	Iteration 46Q: 3 clusters Score -186666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -186679.875000 Penalty: 3913.543213
	Iteration 47Q: 3 clusters Score -186679.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -186688.937500 Penalty: 3913.543213
	Iteration 48Q: 3 clusters Score -186688.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -186696.453125 Penalty: 3913.543213
	Iteration 49Q: 3 clusters Score -186696.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -186697.156250 Penalty: 3913.543213
	Iteration 50Q: 3 clusters Score -186697.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -186697.968750 Penalty: 3913.543213
	Iteration 51Q: 3 clusters Score -186698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -186697.968750 Penalty: 3913.543213
	Iteration 52F: 3 clusters Score -186698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Entering Unmasked Estep 
Score: -198613.281250 Penalty: 1959.173950
	Iteration 0F: 2 clusters Score -198613.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -195562.765625 Penalty: 3918.347900
	Iteration 0F: 3 clusters Score -195562.8 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -196168.125000 Penalty: 3918.347900
	Iteration 1F: 3 clusters Score -196168.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -196311.984375 Penalty: 3918.347900
	Iteration 2F: 3 clusters Score -196312 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -196412.859375 Penalty: 3918.347900
	Iteration 3Q: 3 clusters Score -196412.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -196479.765625 Penalty: 3918.347900
	Iteration 4Q: 3 clusters Score -196479.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -196531.718750 Penalty: 3918.347900
	Iteration 5Q: 3 clusters Score -196531.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -196573.468750 Penalty: 3918.347900
	Iteration 6Q: 3 clusters Score -196573.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -196607.421875 Penalty: 3918.347900
	Iteration 7Q: 3 clusters Score -196607.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -196636.343750 Penalty: 3918.347900
	Iteration 8Q: 3 clusters Score -196636.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -196661.375000 Penalty: 3918.347900
	Iteration 9Q: 3 clusters Score -196661.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -196687.296875 Penalty: 3918.347900
	Iteration 10Q: 3 clusters Score -196687.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -196702.843750 Penalty: 3918.347900
	Iteration 11Q: 3 clusters Score -196702.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -196717.796875 Penalty: 3918.347900
	Iteration 12Q: 3 clusters Score -196717.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -196731.765625 Penalty: 3918.347900
	Iteration 13Q: 3 clusters Score -196731.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -196749.062500 Penalty: 3918.347900
	Iteration 14Q: 3 clusters Score -196749.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -196763.875000 Penalty: 3918.347900
	Iteration 15Q: 3 clusters Score -196763.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -196784.390625 Penalty: 3918.347900
	Iteration 16Q: 3 clusters Score -196784.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -196802.843750 Penalty: 3918.347900
	Iteration 17Q: 3 clusters Score -196802.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -196823.828125 Penalty: 3918.347900
	Iteration 18Q: 3 clusters Score -196823.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -196855.906250 Penalty: 3918.347900
	Iteration 19Q: 3 clusters Score -196855.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -196897.531250 Penalty: 3918.347900
	Iteration 20F: 3 clusters Score -196897.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -196940.125000 Penalty: 3918.347900
	Iteration 21Q: 3 clusters Score -196940.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -196981.515625 Penalty: 3918.347900
	Iteration 22Q: 3 clusters Score -196981.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -197024.859375 Penalty: 3918.347900
	Iteration 23Q: 3 clusters Score -197024.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -197069.078125 Penalty: 3918.347900
	Iteration 24Q: 3 clusters Score -197069.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -197099.718750 Penalty: 3918.347900
	Iteration 25Q: 3 clusters Score -197099.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -197132.015625 Penalty: 3918.347900
	Iteration 26Q: 3 clusters Score -197132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -197155.125000 Penalty: 3918.347900
	Iteration 27Q: 3 clusters Score -197155.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -197187.156250 Penalty: 3918.347900
	Iteration 28Q: 3 clusters Score -197187.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -197221.062500 Penalty: 3918.347900
	Iteration 29Q: 3 clusters Score -197221.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -197244.656250 Penalty: 3918.347900
	Iteration 30Q: 3 clusters Score -197244.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -197269.359375 Penalty: 3918.347900
	Iteration 31Q: 3 clusters Score -197269.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -197280.484375 Penalty: 3918.347900
	Iteration 32Q: 3 clusters Score -197280.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -197292.781250 Penalty: 3918.347900
	Iteration 33Q: 3 clusters Score -197292.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -197304.015625 Penalty: 3918.347900
	Iteration 34Q: 3 clusters Score -197304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -197315.484375 Penalty: 3918.347900
	Iteration 35Q: 3 clusters Score -197315.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -197329.640625 Penalty: 3918.347900
	Iteration 36Q: 3 clusters Score -197329.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -197337.015625 Penalty: 3918.347900
	Iteration 37Q: 3 clusters Score -197337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -197347.781250 Penalty: 3918.347900
	Iteration 38Q: 3 clusters Score -197347.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -197355.750000 Penalty: 3918.347900
	Iteration 39Q: 3 clusters Score -197355.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -197363.234375 Penalty: 3918.347900
	Iteration 40F: 3 clusters Score -197363.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -197368.421875 Penalty: 3918.347900
	Iteration 41Q: 3 clusters Score -197368.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -197375.656250 Penalty: 3918.347900
	Iteration 42Q: 3 clusters Score -197375.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -197386.250000 Penalty: 3918.347900
	Iteration 43Q: 3 clusters Score -197386.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -197401.343750 Penalty: 3918.347900
	Iteration 44Q: 3 clusters Score -197401.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -197410.015625 Penalty: 3918.347900
	Iteration 45Q: 3 clusters Score -197410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -197413.328125 Penalty: 3918.347900
	Iteration 46Q: 3 clusters Score -197413.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -197416.296875 Penalty: 3918.347900
	Iteration 47Q: 3 clusters Score -197416.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -197422.296875 Penalty: 3918.347900
	Iteration 48Q: 3 clusters Score -197422.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -197425.531250 Penalty: 3918.347900
	Iteration 49Q: 3 clusters Score -197425.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -197425.859375 Penalty: 3918.347900
	Iteration 50Q: 3 clusters Score -197425.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -197426.046875 Penalty: 3918.347900
	Iteration 51Q: 3 clusters Score -197426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -197426.984375 Penalty: 3918.347900
	Iteration 52Q: 3 clusters Score -197427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -197428.156250 Penalty: 3918.347900
	Iteration 53Q: 3 clusters Score -197428.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -197429.500000 Penalty: 3918.347900
	Iteration 54Q: 3 clusters Score -197429.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -197430.390625 Penalty: 3918.347900
	Iteration 55Q: 3 clusters Score -197430.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -197431.890625 Penalty: 3918.347900
	Iteration 56Q: 3 clusters Score -197431.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -197431.890625 Penalty: 3918.347900
	Iteration 57F: 3 clusters Score -197431.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 207637 members 
Mstep: Class 3 contains 57604 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 216812 members 
Mstep: Class 6 contains 9687 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1316 members 
Mstep: Class 9 contains 80930 members 
Mstep: Class 10 contains 355638 members 
Mstep: Class 11 contains 38589 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4953 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130140 members 
Mstep: Class 17 contains 24337 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2637 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3932 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10824 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12815 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2112 members 
Mstep: Class 29 contains 35392 members 
Mstep: Class 30 contains 9550 members 
Mstep: Class 31 contains 2555 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2451 members 
Mstep: Class 36 contains 9505 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10817 members 
Mstep: Class 40 contains 6036 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1423 members 
Mstep: Class 44 contains 2671 members 
Mstep: Class 45 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302528.000000 Penalty: 158063.093750
Iteration 439Q: 46 clusters Score -1.023025e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 207638 members 
Mstep: Class 3 contains 57605 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 216813 members 
Mstep: Class 6 contains 9688 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 8 contains 1316 members 
Mstep: Class 9 contains 80932 members 
Mstep: Class 10 contains 355636 members 
Mstep: Class 11 contains 38588 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4953 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130139 members 
Mstep: Class 17 contains 24336 members 
Mstep: Class 18 contains 27129 members 
Mstep: Class 19 contains 2635 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3933 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10824 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12814 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2130 members 
Mstep: Class 29 contains 35391 members 
Mstep: Class 30 contains 9551 members 
Mstep: Class 31 contains 2556 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2448 members 
Mstep: Class 36 contains 9504 members 
Mstep: Class 37 contains 3025 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10817 members 
Mstep: Class 40 contains 6036 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1409 members 
Mstep: Class 44 contains 2671 members 
Mstep: Class 45 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302552.000000 Penalty: 158063.093750
Iteration 440F: 46 clusters Score -1.023026e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 207638 members 
Mstep: Class 3 contains 57606 members 
Mstep: Class 4 contains 6542 members 
Mstep: Class 5 contains 216814 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1316 members 
Mstep: Class 9 contains 80930 members 
Mstep: Class 10 contains 355636 members 
Mstep: Class 11 contains 38588 members 
Mstep: Class 12 contains 4460 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130141 members 
Mstep: Class 17 contains 24337 members 
Mstep: Class 18 contains 27129 members 
Mstep: Class 19 contains 2635 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3934 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10823 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12815 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2143 members 
Mstep: Class 29 contains 35391 members 
Mstep: Class 30 contains 9551 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2442 members 
Mstep: Class 36 contains 9504 members 
Mstep: Class 37 contains 3025 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10817 members 
Mstep: Class 40 contains 6036 members 
Mstep: Class 41 contains 2577 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1399 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302616.000000 Penalty: 158063.093750
Iteration 441Q: 46 clusters Score -1.023026e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 207637 members 
Mstep: Class 3 contains 57605 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 216815 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 1316 members 
Mstep: Class 9 contains 80931 members 
Mstep: Class 10 contains 355636 members 
Mstep: Class 11 contains 38586 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130141 members 
Mstep: Class 17 contains 24338 members 
Mstep: Class 18 contains 27129 members 
Mstep: Class 19 contains 2635 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3934 members 
Mstep: Class 22 contains 12145 members 
Mstep: Class 23 contains 10821 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12814 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2156 members 
Mstep: Class 29 contains 35389 members 
Mstep: Class 30 contains 9551 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2436 members 
Mstep: Class 36 contains 9504 members 
Mstep: Class 37 contains 3025 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10818 members 
Mstep: Class 40 contains 6036 members 
Mstep: Class 41 contains 2579 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1389 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302504.000000 Penalty: 158063.093750
Iteration 442Q: 46 clusters Score -1.023025e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 207638 members 
Mstep: Class 3 contains 57603 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 216818 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 1317 members 
Mstep: Class 9 contains 80931 members 
Mstep: Class 10 contains 355634 members 
Mstep: Class 11 contains 38585 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130141 members 
Mstep: Class 17 contains 24336 members 
Mstep: Class 18 contains 27129 members 
Mstep: Class 19 contains 2636 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3934 members 
Mstep: Class 22 contains 12147 members 
Mstep: Class 23 contains 10820 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12814 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2165 members 
Mstep: Class 29 contains 35390 members 
Mstep: Class 30 contains 9551 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2423 members 
Mstep: Class 36 contains 9505 members 
Mstep: Class 37 contains 3025 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10818 members 
Mstep: Class 40 contains 6036 members 
Mstep: Class 41 contains 2579 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1393 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302600.000000 Penalty: 158063.093750
Iteration 443Q: 46 clusters Score -1.023026e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 207639 members 
Mstep: Class 3 contains 57603 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 216818 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 1317 members 
Mstep: Class 9 contains 80931 members 
Mstep: Class 10 contains 355635 members 
Mstep: Class 11 contains 38584 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130142 members 
Mstep: Class 17 contains 24336 members 
Mstep: Class 18 contains 27129 members 
Mstep: Class 19 contains 2634 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3935 members 
Mstep: Class 22 contains 12149 members 
Mstep: Class 23 contains 10817 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12814 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2175 members 
Mstep: Class 29 contains 35387 members 
Mstep: Class 30 contains 9550 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2416 members 
Mstep: Class 36 contains 9505 members 
Mstep: Class 37 contains 3025 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10818 members 
Mstep: Class 40 contains 6036 members 
Mstep: Class 41 contains 2579 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1393 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302568.000000 Penalty: 158063.093750
Iteration 444Q: 46 clusters Score -1.023026e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 207639 members 
Mstep: Class 3 contains 57602 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 216819 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 1317 members 
Mstep: Class 9 contains 80931 members 
Mstep: Class 10 contains 355635 members 
Mstep: Class 11 contains 38582 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130143 members 
Mstep: Class 17 contains 24336 members 
Mstep: Class 18 contains 27129 members 
Mstep: Class 19 contains 2638 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3938 members 
Mstep: Class 22 contains 12149 members 
Mstep: Class 23 contains 10815 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12814 members 
Mstep: Class 26 contains 13766 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2179 members 
Mstep: Class 29 contains 35385 members 
Mstep: Class 30 contains 9550 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2412 members 
Mstep: Class 36 contains 9505 members 
Mstep: Class 37 contains 3025 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10818 members 
Mstep: Class 40 contains 6037 members 
Mstep: Class 41 contains 2579 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1390 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302560.000000 Penalty: 158063.093750
Iteration 445Q: 46 clusters Score -1.023026e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 207639 members 
Mstep: Class 3 contains 57601 members 
Mstep: Class 4 contains 6541 members 
Mstep: Class 5 contains 216823 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 1317 members 
Mstep: Class 9 contains 80931 members 
Mstep: Class 10 contains 355638 members 
Mstep: Class 11 contains 38579 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130143 members 
Mstep: Class 17 contains 24336 members 
Mstep: Class 18 contains 27129 members 
Mstep: Class 19 contains 2641 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3939 members 
Mstep: Class 22 contains 12148 members 
Mstep: Class 23 contains 10813 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12814 members 
Mstep: Class 26 contains 13765 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2179 members 
Mstep: Class 29 contains 35385 members 
Mstep: Class 30 contains 9550 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2411 members 
Mstep: Class 36 contains 9505 members 
Mstep: Class 37 contains 3025 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10818 members 
Mstep: Class 40 contains 6038 members 
Mstep: Class 41 contains 2579 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1389 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302624.000000 Penalty: 158063.093750
Iteration 446Q: 46 clusters Score -1.023026e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 207639 members 
Mstep: Class 3 contains 57600 members 
Mstep: Class 4 contains 6538 members 
Mstep: Class 5 contains 216825 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 1317 members 
Mstep: Class 9 contains 80932 members 
Mstep: Class 10 contains 355638 members 
Mstep: Class 11 contains 38579 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130143 members 
Mstep: Class 17 contains 24336 members 
Mstep: Class 18 contains 27129 members 
Mstep: Class 19 contains 2641 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 12148 members 
Mstep: Class 23 contains 10811 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12814 members 
Mstep: Class 26 contains 13765 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2179 members 
Mstep: Class 29 contains 35383 members 
Mstep: Class 30 contains 9550 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2411 members 
Mstep: Class 36 contains 9505 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10819 members 
Mstep: Class 40 contains 6039 members 
Mstep: Class 41 contains 2579 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1390 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302584.000000 Penalty: 158063.093750
Iteration 447Q: 46 clusters Score -1.023026e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 207639 members 
Mstep: Class 3 contains 57599 members 
Mstep: Class 4 contains 6537 members 
Mstep: Class 5 contains 216827 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4701 members 
Mstep: Class 8 contains 1317 members 
Mstep: Class 9 contains 80932 members 
Mstep: Class 10 contains 355638 members 
Mstep: Class 11 contains 38579 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130143 members 
Mstep: Class 17 contains 24338 members 
Mstep: Class 18 contains 27129 members 
Mstep: Class 19 contains 2641 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3939 members 
Mstep: Class 22 contains 12148 members 
Mstep: Class 23 contains 10811 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12814 members 
Mstep: Class 26 contains 13765 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2179 members 
Mstep: Class 29 contains 35383 members 
Mstep: Class 30 contains 9550 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2409 members 
Mstep: Class 36 contains 9505 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10820 members 
Mstep: Class 40 contains 6039 members 
Mstep: Class 41 contains 2579 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1392 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302560.000000 Penalty: 158063.093750
Iteration 448Q: 46 clusters Score -1.023026e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 207639 members 
Mstep: Class 3 contains 57598 members 
Mstep: Class 4 contains 6537 members 
Mstep: Class 5 contains 216829 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1317 members 
Mstep: Class 9 contains 80932 members 
Mstep: Class 10 contains 355639 members 
Mstep: Class 11 contains 38579 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130144 members 
Mstep: Class 17 contains 24338 members 
Mstep: Class 18 contains 27128 members 
Mstep: Class 19 contains 2641 members 
Mstep: Class 20 contains 11230 members 
Mstep: Class 21 contains 3938 members 
Mstep: Class 22 contains 12146 members 
Mstep: Class 23 contains 10811 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12814 members 
Mstep: Class 26 contains 13765 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2179 members 
Mstep: Class 29 contains 35385 members 
Mstep: Class 30 contains 9549 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2408 members 
Mstep: Class 36 contains 9504 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10821 members 
Mstep: Class 40 contains 6039 members 
Mstep: Class 41 contains 2579 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1394 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302592.000000 Penalty: 158063.093750
Iteration 449Q: 46 clusters Score -1.023026e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 207638 members 
Mstep: Class 3 contains 57597 members 
Mstep: Class 4 contains 6537 members 
Mstep: Class 5 contains 216831 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1317 members 
Mstep: Class 9 contains 80932 members 
Mstep: Class 10 contains 355639 members 
Mstep: Class 11 contains 38580 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4956 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130145 members 
Mstep: Class 17 contains 24337 members 
Mstep: Class 18 contains 27127 members 
Mstep: Class 19 contains 2641 members 
Mstep: Class 20 contains 11229 members 
Mstep: Class 21 contains 3939 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12814 members 
Mstep: Class 26 contains 13765 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2179 members 
Mstep: Class 29 contains 35386 members 
Mstep: Class 30 contains 9549 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2406 members 
Mstep: Class 36 contains 9504 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10821 members 
Mstep: Class 40 contains 6039 members 
Mstep: Class 41 contains 2579 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1398 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302544.000000 Penalty: 158063.093750
Iteration 450Q: 46 clusters Score -1.023025e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 207638 members 
Mstep: Class 3 contains 57595 members 
Mstep: Class 4 contains 6537 members 
Mstep: Class 5 contains 216834 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1317 members 
Mstep: Class 9 contains 80931 members 
Mstep: Class 10 contains 355638 members 
Mstep: Class 11 contains 38580 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4956 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130146 members 
Mstep: Class 17 contains 24337 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 2641 members 
Mstep: Class 20 contains 11229 members 
Mstep: Class 21 contains 3939 members 
Mstep: Class 22 contains 12143 members 
Mstep: Class 23 contains 10809 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12814 members 
Mstep: Class 26 contains 13765 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2180 members 
Mstep: Class 29 contains 35388 members 
Mstep: Class 30 contains 9549 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2405 members 
Mstep: Class 36 contains 9505 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10821 members 
Mstep: Class 40 contains 6039 members 
Mstep: Class 41 contains 2579 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1397 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302568.000000 Penalty: 158063.093750
Iteration 451Q: 46 clusters Score -1.023026e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 207638 members 
Mstep: Class 3 contains 57594 members 
Mstep: Class 4 contains 6537 members 
Mstep: Class 5 contains 216838 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1317 members 
Mstep: Class 9 contains 80931 members 
Mstep: Class 10 contains 355638 members 
Mstep: Class 11 contains 38576 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4956 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130146 members 
Mstep: Class 17 contains 24337 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 2640 members 
Mstep: Class 20 contains 11229 members 
Mstep: Class 21 contains 3939 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10809 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12814 members 
Mstep: Class 26 contains 13765 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2180 members 
Mstep: Class 29 contains 35388 members 
Mstep: Class 30 contains 9549 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2405 members 
Mstep: Class 36 contains 9505 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10821 members 
Mstep: Class 40 contains 6039 members 
Mstep: Class 41 contains 2579 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1397 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302568.000000 Penalty: 158063.093750
Iteration 452Q: 46 clusters Score -1.023026e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 207638 members 
Mstep: Class 3 contains 57593 members 
Mstep: Class 4 contains 6537 members 
Mstep: Class 5 contains 216840 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1317 members 
Mstep: Class 9 contains 80931 members 
Mstep: Class 10 contains 355637 members 
Mstep: Class 11 contains 38576 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4956 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130146 members 
Mstep: Class 17 contains 24337 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 2640 members 
Mstep: Class 20 contains 11229 members 
Mstep: Class 21 contains 3939 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10809 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12813 members 
Mstep: Class 26 contains 13765 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2180 members 
Mstep: Class 29 contains 35388 members 
Mstep: Class 30 contains 9549 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2405 members 
Mstep: Class 36 contains 9505 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10821 members 
Mstep: Class 40 contains 6039 members 
Mstep: Class 41 contains 2579 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1398 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302568.000000 Penalty: 158063.093750
Iteration 453Q: 46 clusters Score -1.023026e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 207638 members 
Mstep: Class 3 contains 57592 members 
Mstep: Class 4 contains 6537 members 
Mstep: Class 5 contains 216841 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1317 members 
Mstep: Class 9 contains 80931 members 
Mstep: Class 10 contains 355636 members 
Mstep: Class 11 contains 38577 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4956 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130147 members 
Mstep: Class 17 contains 24336 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 2640 members 
Mstep: Class 20 contains 11229 members 
Mstep: Class 21 contains 3939 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12812 members 
Mstep: Class 26 contains 13765 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2180 members 
Mstep: Class 29 contains 35388 members 
Mstep: Class 30 contains 9549 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2405 members 
Mstep: Class 36 contains 9505 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10821 members 
Mstep: Class 40 contains 6039 members 
Mstep: Class 41 contains 2579 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1398 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302528.000000 Penalty: 158063.093750
Iteration 454Q: 46 clusters Score -1.023025e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 207638 members 
Mstep: Class 3 contains 57592 members 
Mstep: Class 4 contains 6537 members 
Mstep: Class 5 contains 216843 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1317 members 
Mstep: Class 9 contains 80932 members 
Mstep: Class 10 contains 355635 members 
Mstep: Class 11 contains 38576 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4956 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130147 members 
Mstep: Class 17 contains 24336 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 2640 members 
Mstep: Class 20 contains 11229 members 
Mstep: Class 21 contains 3939 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12812 members 
Mstep: Class 26 contains 13765 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2180 members 
Mstep: Class 29 contains 35387 members 
Mstep: Class 30 contains 9549 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2405 members 
Mstep: Class 36 contains 9505 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10821 members 
Mstep: Class 40 contains 6039 members 
Mstep: Class 41 contains 2579 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1398 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302536.000000 Penalty: 158063.093750
Iteration 455Q: 46 clusters Score -1.023025e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 207638 members 
Mstep: Class 3 contains 57592 members 
Mstep: Class 4 contains 6537 members 
Mstep: Class 5 contains 216845 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1317 members 
Mstep: Class 9 contains 80932 members 
Mstep: Class 10 contains 355634 members 
Mstep: Class 11 contains 38576 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4956 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130147 members 
Mstep: Class 17 contains 24336 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 2640 members 
Mstep: Class 20 contains 11229 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12812 members 
Mstep: Class 26 contains 13765 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2180 members 
Mstep: Class 29 contains 35385 members 
Mstep: Class 30 contains 9549 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2405 members 
Mstep: Class 36 contains 9505 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10821 members 
Mstep: Class 40 contains 6039 members 
Mstep: Class 41 contains 2579 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1398 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302536.000000 Penalty: 158063.093750
Iteration 456Q: 46 clusters Score -1.023025e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 207638 members 
Mstep: Class 3 contains 57592 members 
Mstep: Class 4 contains 6537 members 
Mstep: Class 5 contains 216845 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1317 members 
Mstep: Class 9 contains 80932 members 
Mstep: Class 10 contains 355634 members 
Mstep: Class 11 contains 38576 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4956 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130147 members 
Mstep: Class 17 contains 24336 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 2640 members 
Mstep: Class 20 contains 11229 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12812 members 
Mstep: Class 26 contains 13765 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2180 members 
Mstep: Class 29 contains 35385 members 
Mstep: Class 30 contains 9549 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2405 members 
Mstep: Class 36 contains 9505 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10821 members 
Mstep: Class 40 contains 6039 members 
Mstep: Class 41 contains 2579 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1398 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302536.000000 Penalty: 158063.093750
Iteration 457F: 46 clusters Score -1.023025e+08 nChanged 0
Entering ConstructFrom: 
Score: -102302536.000000 Penalty: 158063.093750
Entering ConstructFrom: 
Trying to split cluster 1 (18382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Entering Unmasked Estep 
Score: -1206604.500000 Penalty: 2435.143555
	Iteration 0F: 2 clusters Score -1206604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1193601.000000 Penalty: 4870.287109
	Iteration 0F: 3 clusters Score -1193601 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1198412.125000 Penalty: 4870.287109
	Iteration 1F: 3 clusters Score -1198412 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1199267.125000 Penalty: 4870.287109
	Iteration 2F: 3 clusters Score -1199267 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1200189.375000 Penalty: 4870.287109
	Iteration 3F: 3 clusters Score -1200189 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1201194.250000 Penalty: 4870.287109
	Iteration 4F: 3 clusters Score -1201194 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1202157.750000 Penalty: 4870.287109
	Iteration 5F: 3 clusters Score -1202158 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1202876.125000 Penalty: 4870.287109
	Iteration 6F: 3 clusters Score -1202876 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1203328.125000 Penalty: 4870.287109
	Iteration 7Q: 3 clusters Score -1203328 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1203626.750000 Penalty: 4870.287109
	Iteration 8Q: 3 clusters Score -1203627 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1203796.125000 Penalty: 4870.287109
	Iteration 9Q: 3 clusters Score -1203796 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1203941.500000 Penalty: 4870.287109
	Iteration 10Q: 3 clusters Score -1203942 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1204073.000000 Penalty: 4870.287109
	Iteration 11Q: 3 clusters Score -1204073 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1204187.000000 Penalty: 4870.287109
	Iteration 12Q: 3 clusters Score -1204187 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1204285.875000 Penalty: 4870.287109
	Iteration 13Q: 3 clusters Score -1204286 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1204382.625000 Penalty: 4870.287109
	Iteration 14Q: 3 clusters Score -1204383 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1204479.500000 Penalty: 4870.287109
	Iteration 15Q: 3 clusters Score -1204480 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1204562.125000 Penalty: 4870.287109
	Iteration 16Q: 3 clusters Score -1204562 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1204627.500000 Penalty: 4870.287109
	Iteration 17Q: 3 clusters Score -1204628 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1204679.625000 Penalty: 4870.287109
	Iteration 18Q: 3 clusters Score -1204680 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1204743.875000 Penalty: 4870.287109
	Iteration 19Q: 3 clusters Score -1204744 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -1204796.750000 Penalty: 4870.287109
	Iteration 20F: 3 clusters Score -1204797 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -1204837.500000 Penalty: 4870.287109
	Iteration 21Q: 3 clusters Score -1204838 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1204882.125000 Penalty: 4870.287109
	Iteration 22Q: 3 clusters Score -1204882 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1204916.250000 Penalty: 4870.287109
	Iteration 23Q: 3 clusters Score -1204916 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1204944.500000 Penalty: 4870.287109
	Iteration 24Q: 3 clusters Score -1204944 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -1204972.750000 Penalty: 4870.287109
	Iteration 25Q: 3 clusters Score -1204973 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -1204994.875000 Penalty: 4870.287109
	Iteration 26Q: 3 clusters Score -1204995 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -1205018.500000 Penalty: 4870.287109
	Iteration 27Q: 3 clusters Score -1205018 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -1205037.000000 Penalty: 4870.287109
	Iteration 28Q: 3 clusters Score -1205037 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -1205055.250000 Penalty: 4870.287109
	Iteration 29Q: 3 clusters Score -1205055 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -1205071.625000 Penalty: 4870.287109
	Iteration 30Q: 3 clusters Score -1205072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -1205081.625000 Penalty: 4870.287109
	Iteration 31Q: 3 clusters Score -1205082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -1205088.375000 Penalty: 4870.287109
	Iteration 32Q: 3 clusters Score -1205088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -1205097.250000 Penalty: 4870.287109
	Iteration 33Q: 3 clusters Score -1205097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -1205107.500000 Penalty: 4870.287109
	Iteration 34Q: 3 clusters Score -1205108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -1205114.125000 Penalty: 4870.287109
	Iteration 35Q: 3 clusters Score -1205114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -1205121.500000 Penalty: 4870.287109
	Iteration 36Q: 3 clusters Score -1205122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -1205122.250000 Penalty: 4870.287109
	Iteration 37Q: 3 clusters Score -1205122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -1205131.125000 Penalty: 4870.287109
	Iteration 38Q: 3 clusters Score -1205131 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -1205138.000000 Penalty: 4870.287109
	Iteration 39Q: 3 clusters Score -1205138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -1205148.750000 Penalty: 4870.287109
	Iteration 40F: 3 clusters Score -1205149 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -1205156.125000 Penalty: 4870.287109
	Iteration 41Q: 3 clusters Score -1205156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -1205161.125000 Penalty: 4870.287109
	Iteration 42Q: 3 clusters Score -1205161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -1205163.125000 Penalty: 4870.287109
	Iteration 43Q: 3 clusters Score -1205163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -1205165.250000 Penalty: 4870.287109
	Iteration 44Q: 3 clusters Score -1205165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -1205169.000000 Penalty: 4870.287109
	Iteration 45Q: 3 clusters Score -1205169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -1205169.000000 Penalty: 4870.287109
	Iteration 46Q: 3 clusters Score -1205169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -1205172.500000 Penalty: 4870.287109
	Iteration 47Q: 3 clusters Score -1205172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -1205171.250000 Penalty: 4870.287109
	Iteration 48Q: 3 clusters Score -1205171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -1205174.750000 Penalty: 4870.287109
	Iteration 49Q: 3 clusters Score -1205175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -1205173.250000 Penalty: 4870.287109
	Iteration 50Q: 3 clusters Score -1205173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -1205179.625000 Penalty: 4870.287109
	Iteration 51Q: 3 clusters Score -1205180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -1205179.375000 Penalty: 4870.287109
	Iteration 52Q: 3 clusters Score -1205179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -1205186.750000 Penalty: 4870.287109
	Iteration 53Q: 3 clusters Score -1205187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1205189.250000 Penalty: 4870.287109
	Iteration 54Q: 3 clusters Score -1205189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -1205189.125000 Penalty: 4870.287109
	Iteration 55Q: 3 clusters Score -1205189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -1205189.500000 Penalty: 4870.287109
	Iteration 56Q: 3 clusters Score -1205190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -1205192.750000 Penalty: 4870.287109
	Iteration 57Q: 3 clusters Score -1205193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -1205193.250000 Penalty: 4870.287109
	Iteration 58Q: 3 clusters Score -1205193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -1205193.750000 Penalty: 4870.287109
	Iteration 59Q: 3 clusters Score -1205194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -1205193.500000 Penalty: 4870.287109
	Iteration 60F: 3 clusters Score -1205194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -1205194.000000 Penalty: 4870.287109
	Iteration 61Q: 3 clusters Score -1205194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -1205194.250000 Penalty: 4870.287109
	Iteration 62Q: 3 clusters Score -1205194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -1205196.375000 Penalty: 4870.287109
	Iteration 63Q: 3 clusters Score -1205196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -1205194.375000 Penalty: 4870.287109
	Iteration 64Q: 3 clusters Score -1205194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -1205195.375000 Penalty: 4870.287109
	Iteration 65Q: 3 clusters Score -1205195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -1205195.375000 Penalty: 4870.287109
	Iteration 66F: 3 clusters Score -1205195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (207638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207638 members 
Entering Unmasked Estep 
Score: -15527018.000000 Penalty: 3036.400635
	Iteration 0F: 2 clusters Score -1.552702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103619 members 
Mstep: Class 2 contains 104019 members 
Entering Unmasked Estep 
Score: -15388247.000000 Penalty: 6072.801270
	Iteration 0F: 3 clusters Score -1.538825e+07 nChanged 99912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95565 members 
Mstep: Class 2 contains 112073 members 
Entering Unmasked Estep 
Score: -15448926.000000 Penalty: 6072.801270
	Iteration 1F: 3 clusters Score -1.544893e+07 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90024 members 
Mstep: Class 2 contains 117614 members 
Entering Unmasked Estep 
Score: -15453807.000000 Penalty: 6072.801270
	Iteration 2F: 3 clusters Score -1.545381e+07 nChanged 13173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82209 members 
Mstep: Class 2 contains 125429 members 
Entering Unmasked Estep 
Score: -15460871.000000 Penalty: 6072.801270
	Iteration 3F: 3 clusters Score -1.546087e+07 nChanged 14843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72852 members 
Mstep: Class 2 contains 134786 members 
Entering Unmasked Estep 
Score: -15469738.000000 Penalty: 6072.801270
	Iteration 4F: 3 clusters Score -1.546974e+07 nChanged 14635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63157 members 
Mstep: Class 2 contains 144481 members 
Entering Unmasked Estep 
Score: -15478369.000000 Penalty: 6072.801270
	Iteration 5F: 3 clusters Score -1.547837e+07 nChanged 12813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 154018 members 
Entering Unmasked Estep 
Score: -15485623.000000 Penalty: 6072.801270
	Iteration 6F: 3 clusters Score -1.548562e+07 nChanged 10671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 163151 members 
Entering Unmasked Estep 
Score: -15491450.000000 Penalty: 6072.801270
	Iteration 7F: 3 clusters Score -1.549145e+07 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 172171 members 
Entering Unmasked Estep 
Score: -15496953.000000 Penalty: 6072.801270
	Iteration 8Q: 3 clusters Score -1.549695e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 180953 members 
Entering Unmasked Estep 
Score: -15502723.000000 Penalty: 6072.801270
	Iteration 9Q: 3 clusters Score -1.550272e+07 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 189231 members 
Entering Unmasked Estep 
Score: -15508840.000000 Penalty: 6072.801270
	Iteration 10Q: 3 clusters Score -1.550884e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 196446 members 
Entering Unmasked Estep 
Score: -15515126.000000 Penalty: 6072.801270
	Iteration 11Q: 3 clusters Score -1.551513e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 201696 members 
Entering Unmasked Estep 
Score: -15519806.000000 Penalty: 6072.801270
	Iteration 12Q: 3 clusters Score -1.551981e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 204685 members 
Entering Unmasked Estep 
Score: -15522409.000000 Penalty: 6072.801270
	Iteration 13Q: 3 clusters Score -1.552241e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 206022 members 
Entering Unmasked Estep 
Score: -15523537.000000 Penalty: 6072.801270
	Iteration 14Q: 3 clusters Score -1.552354e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 206571 members 
Entering Unmasked Estep 
Score: -15524020.000000 Penalty: 6072.801270
	Iteration 15Q: 3 clusters Score -1.552402e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 206798 members 
Entering Unmasked Estep 
Score: -15524247.000000 Penalty: 6072.801270
	Iteration 16Q: 3 clusters Score -1.552425e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 206932 members 
Entering Unmasked Estep 
Score: -15524373.000000 Penalty: 6072.801270
	Iteration 17Q: 3 clusters Score -1.552437e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 207012 members 
Entering Unmasked Estep 
Score: -15524444.000000 Penalty: 6072.801270
	Iteration 18Q: 3 clusters Score -1.552444e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 207044 members 
Entering Unmasked Estep 
Score: -15524500.000000 Penalty: 6072.801270
	Iteration 19Q: 3 clusters Score -1.55245e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 207062 members 
Entering Unmasked Estep 
Score: -15524527.000000 Penalty: 6072.801270
	Iteration 20F: 3 clusters Score -1.552453e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 207072 members 
Entering Unmasked Estep 
Score: -15524559.000000 Penalty: 6072.801270
	Iteration 21Q: 3 clusters Score -1.552456e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 207078 members 
Entering Unmasked Estep 
Score: -15524590.000000 Penalty: 6072.801270
	Iteration 22Q: 3 clusters Score -1.552459e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 207088 members 
Entering Unmasked Estep 
Score: -15524602.000000 Penalty: 6072.801270
	Iteration 23Q: 3 clusters Score -1.55246e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 207097 members 
Entering Unmasked Estep 
Score: -15524597.000000 Penalty: 6072.801270
	Iteration 24Q: 3 clusters Score -1.55246e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 207102 members 
Entering Unmasked Estep 
Score: -15524618.000000 Penalty: 6072.801270
	Iteration 25Q: 3 clusters Score -1.552462e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 207102 members 
Entering Unmasked Estep 
Score: -15524625.000000 Penalty: 6072.801270
	Iteration 26Q: 3 clusters Score -1.552462e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 207111 members 
Entering Unmasked Estep 
Score: -15524641.000000 Penalty: 6072.801270
	Iteration 27Q: 3 clusters Score -1.552464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 207115 members 
Entering Unmasked Estep 
Score: -15524652.000000 Penalty: 6072.801270
	Iteration 28Q: 3 clusters Score -1.552465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 207117 members 
Entering Unmasked Estep 
Score: -15524665.000000 Penalty: 6072.801270
	Iteration 29Q: 3 clusters Score -1.552466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 207121 members 
Entering Unmasked Estep 
Score: -15524687.000000 Penalty: 6072.801270
	Iteration 30Q: 3 clusters Score -1.552469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 207122 members 
Entering Unmasked Estep 
Score: -15524692.000000 Penalty: 6072.801270
	Iteration 31Q: 3 clusters Score -1.552469e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 207123 members 
Entering Unmasked Estep 
Score: -15524683.000000 Penalty: 6072.801270
	Iteration 32Q: 3 clusters Score -1.552468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 207124 members 
Entering Unmasked Estep 
Score: -15524695.000000 Penalty: 6072.801270
	Iteration 33Q: 3 clusters Score -1.55247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 207125 members 
Entering Unmasked Estep 
Score: -15524698.000000 Penalty: 6072.801270
	Iteration 34Q: 3 clusters Score -1.55247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 207126 members 
Entering Unmasked Estep 
Score: -15524707.000000 Penalty: 6072.801270
	Iteration 35Q: 3 clusters Score -1.552471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 207127 members 
Entering Unmasked Estep 
Score: -15524707.000000 Penalty: 6072.801270
	Iteration 36Q: 3 clusters Score -1.552471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 207128 members 
Entering Unmasked Estep 
Score: -15524701.000000 Penalty: 6072.801270
	Iteration 37Q: 3 clusters Score -1.55247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 207129 members 
Entering Unmasked Estep 
Score: -15524702.000000 Penalty: 6072.801270
	Iteration 38Q: 3 clusters Score -1.55247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 207129 members 
Entering Unmasked Estep 
Score: -15524700.000000 Penalty: 6072.801270
	Iteration 39Q: 3 clusters Score -1.55247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 207129 members 
Entering Unmasked Estep 
Score: -15524700.000000 Penalty: 6072.801270
	Iteration 40F: 3 clusters Score -1.55247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57592 members 
Entering Unmasked Estep 
Score: -4397048.500000 Penalty: 2718.362305
	Iteration 0F: 2 clusters Score -4397048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -4358364.000000 Penalty: 5436.724609
	Iteration 0F: 3 clusters Score -4358364 nChanged 26853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -4373773.500000 Penalty: 5436.724609
	Iteration 1F: 3 clusters Score -4373774 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -4374338.500000 Penalty: 5436.724609
	Iteration 2Q: 3 clusters Score -4374338 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -4374940.500000 Penalty: 5436.724609
	Iteration 3Q: 3 clusters Score -4374940 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -4375447.500000 Penalty: 5436.724609
	Iteration 4Q: 3 clusters Score -4375448 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -4375980.000000 Penalty: 5436.724609
	Iteration 5Q: 3 clusters Score -4375980 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -4376481.500000 Penalty: 5436.724609
	Iteration 6Q: 3 clusters Score -4376482 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -4377096.000000 Penalty: 5436.724609
	Iteration 7Q: 3 clusters Score -4377096 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -4377732.500000 Penalty: 5436.724609
	Iteration 8Q: 3 clusters Score -4377732 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -4378447.000000 Penalty: 5436.724609
	Iteration 9Q: 3 clusters Score -4378447 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -4379272.500000 Penalty: 5436.724609
	Iteration 10Q: 3 clusters Score -4379272 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -4380158.500000 Penalty: 5436.724609
	Iteration 11Q: 3 clusters Score -4380158 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -4381219.000000 Penalty: 5436.724609
	Iteration 12Q: 3 clusters Score -4381219 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -4382495.000000 Penalty: 5436.724609
	Iteration 13Q: 3 clusters Score -4382495 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -4383769.500000 Penalty: 5436.724609
	Iteration 14Q: 3 clusters Score -4383770 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -4384886.000000 Penalty: 5436.724609
	Iteration 15Q: 3 clusters Score -4384886 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -4385704.000000 Penalty: 5436.724609
	Iteration 16Q: 3 clusters Score -4385704 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -4386321.000000 Penalty: 5436.724609
	Iteration 17Q: 3 clusters Score -4386321 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -4386689.000000 Penalty: 5436.724609
	Iteration 18Q: 3 clusters Score -4386689 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -4387001.000000 Penalty: 5436.724609
	Iteration 19Q: 3 clusters Score -4387001 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -4387379.500000 Penalty: 5436.724609
	Iteration 20F: 3 clusters Score -4387380 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -4387688.500000 Penalty: 5436.724609
	Iteration 21Q: 3 clusters Score -4387688 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -4388080.500000 Penalty: 5436.724609
	Iteration 22Q: 3 clusters Score -4388080 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -4388485.500000 Penalty: 5436.724609
	Iteration 23Q: 3 clusters Score -4388486 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -4388871.500000 Penalty: 5436.724609
	Iteration 24Q: 3 clusters Score -4388872 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46109 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -4389233.000000 Penalty: 5436.724609
	Iteration 25Q: 3 clusters Score -4389233 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -4389686.000000 Penalty: 5436.724609
	Iteration 26Q: 3 clusters Score -4389686 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -4390114.000000 Penalty: 5436.724609
	Iteration 27Q: 3 clusters Score -4390114 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -4390526.500000 Penalty: 5436.724609
	Iteration 28Q: 3 clusters Score -4390526 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -4390995.500000 Penalty: 5436.724609
	Iteration 29Q: 3 clusters Score -4390996 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -4391456.500000 Penalty: 5436.724609
	Iteration 30Q: 3 clusters Score -4391456 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -4391867.500000 Penalty: 5436.724609
	Iteration 31Q: 3 clusters Score -4391868 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52178 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -4392290.000000 Penalty: 5436.724609
	Iteration 32Q: 3 clusters Score -4392290 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -4392672.000000 Penalty: 5436.724609
	Iteration 33Q: 3 clusters Score -4392672 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -4393027.500000 Penalty: 5436.724609
	Iteration 34Q: 3 clusters Score -4393028 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53973 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -4393299.000000 Penalty: 5436.724609
	Iteration 35Q: 3 clusters Score -4393299 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -4393572.000000 Penalty: 5436.724609
	Iteration 36Q: 3 clusters Score -4393572 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54850 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -4393788.500000 Penalty: 5436.724609
	Iteration 37Q: 3 clusters Score -4393788 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55195 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4393983.000000 Penalty: 5436.724609
	Iteration 38Q: 3 clusters Score -4393983 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55484 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4394131.500000 Penalty: 5436.724609
	Iteration 39Q: 3 clusters Score -4394132 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55738 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4394259.500000 Penalty: 5436.724609
	Iteration 40F: 3 clusters Score -4394260 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55952 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4394348.000000 Penalty: 5436.724609
	Iteration 41Q: 3 clusters Score -4394348 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4394422.000000 Penalty: 5436.724609
	Iteration 42Q: 3 clusters Score -4394422 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56242 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4394482.500000 Penalty: 5436.724609
	Iteration 43Q: 3 clusters Score -4394482 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56351 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4394533.000000 Penalty: 5436.724609
	Iteration 44Q: 3 clusters Score -4394533 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56428 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4394571.000000 Penalty: 5436.724609
	Iteration 45Q: 3 clusters Score -4394571 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56476 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4394593.500000 Penalty: 5436.724609
	Iteration 46Q: 3 clusters Score -4394594 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56529 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4394612.000000 Penalty: 5436.724609
	Iteration 47Q: 3 clusters Score -4394612 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56572 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4394625.000000 Penalty: 5436.724609
	Iteration 48Q: 3 clusters Score -4394625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56600 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4394642.500000 Penalty: 5436.724609
	Iteration 49Q: 3 clusters Score -4394642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56630 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4394653.500000 Penalty: 5436.724609
	Iteration 50Q: 3 clusters Score -4394654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4394661.500000 Penalty: 5436.724609
	Iteration 51Q: 3 clusters Score -4394662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56669 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4394666.000000 Penalty: 5436.724609
	Iteration 52Q: 3 clusters Score -4394666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56685 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4394674.000000 Penalty: 5436.724609
	Iteration 53Q: 3 clusters Score -4394674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4394678.000000 Penalty: 5436.724609
	Iteration 54Q: 3 clusters Score -4394678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4394687.000000 Penalty: 5436.724609
	Iteration 55Q: 3 clusters Score -4394687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4394707.500000 Penalty: 5436.724609
	Iteration 56Q: 3 clusters Score -4394708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56730 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4394708.000000 Penalty: 5436.724609
	Iteration 57Q: 3 clusters Score -4394708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56739 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4394717.500000 Penalty: 5436.724609
	Iteration 58Q: 3 clusters Score -4394718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56749 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4394720.000000 Penalty: 5436.724609
	Iteration 59Q: 3 clusters Score -4394720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56756 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4394719.500000 Penalty: 5436.724609
	Iteration 60F: 3 clusters Score -4394720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4394725.000000 Penalty: 5436.724609
	Iteration 61Q: 3 clusters Score -4394725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56763 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4394725.500000 Penalty: 5436.724609
	Iteration 62Q: 3 clusters Score -4394726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56763 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4394724.000000 Penalty: 5436.724609
	Iteration 63Q: 3 clusters Score -4394724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56763 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4394721.500000 Penalty: 5436.724609
	Iteration 64Q: 3 clusters Score -4394722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56765 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4394725.500000 Penalty: 5436.724609
	Iteration 65Q: 3 clusters Score -4394726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56766 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4394727.000000 Penalty: 5436.724609
	Iteration 66Q: 3 clusters Score -4394727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4394728.000000 Penalty: 5436.724609
	Iteration 67Q: 3 clusters Score -4394728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4394726.500000 Penalty: 5436.724609
	Iteration 68Q: 3 clusters Score -4394726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56769 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4394724.000000 Penalty: 5436.724609
	Iteration 69Q: 3 clusters Score -4394724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56769 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4394724.000000 Penalty: 5436.724609
	Iteration 70F: 3 clusters Score -4394724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Entering Unmasked Estep 
Score: -405572.906250 Penalty: 2178.737793
	Iteration 0F: 2 clusters Score -405572.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -400091.718750 Penalty: 4357.475586
	Iteration 0F: 3 clusters Score -400091.7 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -401491.031250 Penalty: 4357.475586
	Iteration 1F: 3 clusters Score -401491 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -401803.125000 Penalty: 4357.475586
	Iteration 2F: 3 clusters Score -401803.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -402057.187500 Penalty: 4357.475586
	Iteration 3F: 3 clusters Score -402057.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -402270.843750 Penalty: 4357.475586
	Iteration 4Q: 3 clusters Score -402270.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -402463.468750 Penalty: 4357.475586
	Iteration 5Q: 3 clusters Score -402463.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -402654.218750 Penalty: 4357.475586
	Iteration 6Q: 3 clusters Score -402654.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -402866.968750 Penalty: 4357.475586
	Iteration 7Q: 3 clusters Score -402867 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -403086.312500 Penalty: 4357.475586
	Iteration 8Q: 3 clusters Score -403086.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -403285.937500 Penalty: 4357.475586
	Iteration 9Q: 3 clusters Score -403285.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -403454.593750 Penalty: 4357.475586
	Iteration 10Q: 3 clusters Score -403454.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -403557.250000 Penalty: 4357.475586
	Iteration 11Q: 3 clusters Score -403557.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -403650.250000 Penalty: 4357.475586
	Iteration 12Q: 3 clusters Score -403650.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -403713.656250 Penalty: 4357.475586
	Iteration 13Q: 3 clusters Score -403713.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -403751.718750 Penalty: 4357.475586
	Iteration 14Q: 3 clusters Score -403751.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -403774.250000 Penalty: 4357.475586
	Iteration 15Q: 3 clusters Score -403774.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -403798.031250 Penalty: 4357.475586
	Iteration 16Q: 3 clusters Score -403798 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -403818.281250 Penalty: 4357.475586
	Iteration 17Q: 3 clusters Score -403818.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -403833.218750 Penalty: 4357.475586
	Iteration 18Q: 3 clusters Score -403833.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -403845.375000 Penalty: 4357.475586
	Iteration 19Q: 3 clusters Score -403845.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -403861.000000 Penalty: 4357.475586
	Iteration 20F: 3 clusters Score -403861 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -403875.812500 Penalty: 4357.475586
	Iteration 21Q: 3 clusters Score -403875.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -403891.718750 Penalty: 4357.475586
	Iteration 22Q: 3 clusters Score -403891.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -403904.031250 Penalty: 4357.475586
	Iteration 23Q: 3 clusters Score -403904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -403914.937500 Penalty: 4357.475586
	Iteration 24Q: 3 clusters Score -403914.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -403925.375000 Penalty: 4357.475586
	Iteration 25Q: 3 clusters Score -403925.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -403935.187500 Penalty: 4357.475586
	Iteration 26Q: 3 clusters Score -403935.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -403949.000000 Penalty: 4357.475586
	Iteration 27Q: 3 clusters Score -403949 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -403962.406250 Penalty: 4357.475586
	Iteration 28Q: 3 clusters Score -403962.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -403978.406250 Penalty: 4357.475586
	Iteration 29Q: 3 clusters Score -403978.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -403995.406250 Penalty: 4357.475586
	Iteration 30Q: 3 clusters Score -403995.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -404007.625000 Penalty: 4357.475586
	Iteration 31Q: 3 clusters Score -404007.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -404021.218750 Penalty: 4357.475586
	Iteration 32Q: 3 clusters Score -404021.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -404029.437500 Penalty: 4357.475586
	Iteration 33Q: 3 clusters Score -404029.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -404040.031250 Penalty: 4357.475586
	Iteration 34Q: 3 clusters Score -404040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -404051.468750 Penalty: 4357.475586
	Iteration 35Q: 3 clusters Score -404051.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -404059.656250 Penalty: 4357.475586
	Iteration 36Q: 3 clusters Score -404059.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -404067.937500 Penalty: 4357.475586
	Iteration 37Q: 3 clusters Score -404067.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -404074.437500 Penalty: 4357.475586
	Iteration 38Q: 3 clusters Score -404074.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -404082.531250 Penalty: 4357.475586
	Iteration 39Q: 3 clusters Score -404082.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -404088.093750 Penalty: 4357.475586
	Iteration 40F: 3 clusters Score -404088.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -404094.312500 Penalty: 4357.475586
	Iteration 41Q: 3 clusters Score -404094.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -404101.593750 Penalty: 4357.475586
	Iteration 42Q: 3 clusters Score -404101.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -404110.812500 Penalty: 4357.475586
	Iteration 43Q: 3 clusters Score -404110.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -404120.031250 Penalty: 4357.475586
	Iteration 44Q: 3 clusters Score -404120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -404128.843750 Penalty: 4357.475586
	Iteration 45Q: 3 clusters Score -404128.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -404135.218750 Penalty: 4357.475586
	Iteration 46Q: 3 clusters Score -404135.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -404138.218750 Penalty: 4357.475586
	Iteration 47Q: 3 clusters Score -404138.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -404144.187500 Penalty: 4357.475586
	Iteration 48Q: 3 clusters Score -404144.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -404153.750000 Penalty: 4357.475586
	Iteration 49Q: 3 clusters Score -404153.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -404163.187500 Penalty: 4357.475586
	Iteration 50Q: 3 clusters Score -404163.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -404176.218750 Penalty: 4357.475586
	Iteration 51Q: 3 clusters Score -404176.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -404185.062500 Penalty: 4357.475586
	Iteration 52Q: 3 clusters Score -404185.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -404193.187500 Penalty: 4357.475586
	Iteration 53Q: 3 clusters Score -404193.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -404201.750000 Penalty: 4357.475586
	Iteration 54Q: 3 clusters Score -404201.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -404206.656250 Penalty: 4357.475586
	Iteration 55Q: 3 clusters Score -404206.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -404209.750000 Penalty: 4357.475586
	Iteration 56Q: 3 clusters Score -404209.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -404213.562500 Penalty: 4357.475586
	Iteration 57Q: 3 clusters Score -404213.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -404218.781250 Penalty: 4357.475586
	Iteration 58Q: 3 clusters Score -404218.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -404223.593750 Penalty: 4357.475586
	Iteration 59Q: 3 clusters Score -404223.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -404230.343750 Penalty: 4357.475586
	Iteration 60F: 3 clusters Score -404230.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -404234.812500 Penalty: 4357.475586
	Iteration 61Q: 3 clusters Score -404234.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -404239.843750 Penalty: 4357.475586
	Iteration 62Q: 3 clusters Score -404239.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -404243.375000 Penalty: 4357.475586
	Iteration 63Q: 3 clusters Score -404243.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -404246.500000 Penalty: 4357.475586
	Iteration 64Q: 3 clusters Score -404246.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -404247.750000 Penalty: 4357.475586
	Iteration 65Q: 3 clusters Score -404247.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -404249.312500 Penalty: 4357.475586
	Iteration 66Q: 3 clusters Score -404249.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -404250.062500 Penalty: 4357.475586
	Iteration 67Q: 3 clusters Score -404250.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -404250.656250 Penalty: 4357.475586
	Iteration 68Q: 3 clusters Score -404250.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -404251.343750 Penalty: 4357.475586
	Iteration 69Q: 3 clusters Score -404251.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -404253.156250 Penalty: 4357.475586
	Iteration 70Q: 3 clusters Score -404253.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -404252.500000 Penalty: 4357.475586
	Iteration 71Q: 3 clusters Score -404252.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -404252.500000 Penalty: 4357.475586
	Iteration 72F: 3 clusters Score -404252.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (216845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216845 members 
Entering Unmasked Estep 
Score: -16669035.000000 Penalty: 3047.160645
	Iteration 0F: 2 clusters Score -1.666904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108280 members 
Mstep: Class 2 contains 108565 members 
Entering Unmasked Estep 
Score: -16523471.000000 Penalty: 6094.321289
	Iteration 0F: 3 clusters Score -1.652347e+07 nChanged 104314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107070 members 
Mstep: Class 2 contains 109775 members 
Entering Unmasked Estep 
Score: -16585620.000000 Penalty: 6094.321289
	Iteration 1F: 3 clusters Score -1.658562e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106314 members 
Mstep: Class 2 contains 110531 members 
Entering Unmasked Estep 
Score: -16587238.000000 Penalty: 6094.321289
	Iteration 2Q: 3 clusters Score -1.658724e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105041 members 
Mstep: Class 2 contains 111804 members 
Entering Unmasked Estep 
Score: -16589231.000000 Penalty: 6094.321289
	Iteration 3Q: 3 clusters Score -1.658923e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102939 members 
Mstep: Class 2 contains 113906 members 
Entering Unmasked Estep 
Score: -16592080.000000 Penalty: 6094.321289
	Iteration 4Q: 3 clusters Score -1.659208e+07 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99735 members 
Mstep: Class 2 contains 117110 members 
Entering Unmasked Estep 
Score: -16595980.000000 Penalty: 6094.321289
	Iteration 5Q: 3 clusters Score -1.659598e+07 nChanged 10658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95131 members 
Mstep: Class 2 contains 121714 members 
Entering Unmasked Estep 
Score: -16601589.000000 Penalty: 6094.321289
	Iteration 6Q: 3 clusters Score -1.660159e+07 nChanged 12244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89215 members 
Mstep: Class 2 contains 127630 members 
Entering Unmasked Estep 
Score: -16609269.000000 Penalty: 6094.321289
	Iteration 7F: 3 clusters Score -1.660927e+07 nChanged 13282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82713 members 
Mstep: Class 2 contains 134132 members 
Entering Unmasked Estep 
Score: -16618823.000000 Penalty: 6094.321289
	Iteration 8F: 3 clusters Score -1.661882e+07 nChanged 12749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76774 members 
Mstep: Class 2 contains 140071 members 
Entering Unmasked Estep 
Score: -16627523.000000 Penalty: 6094.321289
	Iteration 9F: 3 clusters Score -1.662752e+07 nChanged 10466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72076 members 
Mstep: Class 2 contains 144769 members 
Entering Unmasked Estep 
Score: -16632812.000000 Penalty: 6094.321289
	Iteration 10Q: 3 clusters Score -1.663281e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68004 members 
Mstep: Class 2 contains 148841 members 
Entering Unmasked Estep 
Score: -16635234.000000 Penalty: 6094.321289
	Iteration 11Q: 3 clusters Score -1.663523e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64064 members 
Mstep: Class 2 contains 152781 members 
Entering Unmasked Estep 
Score: -16636639.000000 Penalty: 6094.321289
	Iteration 12Q: 3 clusters Score -1.663664e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60045 members 
Mstep: Class 2 contains 156800 members 
Entering Unmasked Estep 
Score: -16637941.000000 Penalty: 6094.321289
	Iteration 13Q: 3 clusters Score -1.663794e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 161127 members 
Entering Unmasked Estep 
Score: -16639484.000000 Penalty: 6094.321289
	Iteration 14Q: 3 clusters Score -1.663948e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 165648 members 
Entering Unmasked Estep 
Score: -16641164.000000 Penalty: 6094.321289
	Iteration 15Q: 3 clusters Score -1.664116e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 170338 members 
Entering Unmasked Estep 
Score: -16642923.000000 Penalty: 6094.321289
	Iteration 16Q: 3 clusters Score -1.664292e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 175052 members 
Entering Unmasked Estep 
Score: -16644959.000000 Penalty: 6094.321289
	Iteration 17Q: 3 clusters Score -1.664496e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 179811 members 
Entering Unmasked Estep 
Score: -16647008.000000 Penalty: 6094.321289
	Iteration 18Q: 3 clusters Score -1.664701e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 184591 members 
Entering Unmasked Estep 
Score: -16649349.000000 Penalty: 6094.321289
	Iteration 19Q: 3 clusters Score -1.664935e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 189204 members 
Entering Unmasked Estep 
Score: -16651726.000000 Penalty: 6094.321289
	Iteration 20F: 3 clusters Score -1.665173e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 193614 members 
Entering Unmasked Estep 
Score: -16654070.000000 Penalty: 6094.321289
	Iteration 21Q: 3 clusters Score -1.665407e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 197765 members 
Entering Unmasked Estep 
Score: -16656477.000000 Penalty: 6094.321289
	Iteration 22Q: 3 clusters Score -1.665648e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 201385 members 
Entering Unmasked Estep 
Score: -16658648.000000 Penalty: 6094.321289
	Iteration 23Q: 3 clusters Score -1.665865e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 204556 members 
Entering Unmasked Estep 
Score: -16660730.000000 Penalty: 6094.321289
	Iteration 24Q: 3 clusters Score -1.666073e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 207287 members 
Entering Unmasked Estep 
Score: -16662505.000000 Penalty: 6094.321289
	Iteration 25Q: 3 clusters Score -1.66625e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 209405 members 
Entering Unmasked Estep 
Score: -16664079.000000 Penalty: 6094.321289
	Iteration 26Q: 3 clusters Score -1.666408e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 210942 members 
Entering Unmasked Estep 
Score: -16665111.000000 Penalty: 6094.321289
	Iteration 27Q: 3 clusters Score -1.666511e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 212030 members 
Entering Unmasked Estep 
Score: -16665764.000000 Penalty: 6094.321289
	Iteration 28Q: 3 clusters Score -1.666576e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 212780 members 
Entering Unmasked Estep 
Score: -16666119.000000 Penalty: 6094.321289
	Iteration 29Q: 3 clusters Score -1.666612e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 213321 members 
Entering Unmasked Estep 
Score: -16666500.000000 Penalty: 6094.321289
	Iteration 30Q: 3 clusters Score -1.66665e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 213705 members 
Entering Unmasked Estep 
Score: -16666762.000000 Penalty: 6094.321289
	Iteration 31Q: 3 clusters Score -1.666676e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 213992 members 
Entering Unmasked Estep 
Score: -16666971.000000 Penalty: 6094.321289
	Iteration 32Q: 3 clusters Score -1.666697e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 214201 members 
Entering Unmasked Estep 
Score: -16667119.000000 Penalty: 6094.321289
	Iteration 33Q: 3 clusters Score -1.666712e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 214354 members 
Entering Unmasked Estep 
Score: -16667253.000000 Penalty: 6094.321289
	Iteration 34Q: 3 clusters Score -1.666725e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 214465 members 
Entering Unmasked Estep 
Score: -16667387.000000 Penalty: 6094.321289
	Iteration 35Q: 3 clusters Score -1.666739e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 214542 members 
Entering Unmasked Estep 
Score: -16667428.000000 Penalty: 6094.321289
	Iteration 36Q: 3 clusters Score -1.666743e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 214603 members 
Entering Unmasked Estep 
Score: -16667492.000000 Penalty: 6094.321289
	Iteration 37Q: 3 clusters Score -1.666749e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 214642 members 
Entering Unmasked Estep 
Score: -16667552.000000 Penalty: 6094.321289
	Iteration 38Q: 3 clusters Score -1.666755e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 214666 members 
Entering Unmasked Estep 
Score: -16667599.000000 Penalty: 6094.321289
	Iteration 39Q: 3 clusters Score -1.66676e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 214697 members 
Entering Unmasked Estep 
Score: -16667620.000000 Penalty: 6094.321289
	Iteration 40F: 3 clusters Score -1.666762e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 214719 members 
Entering Unmasked Estep 
Score: -16667644.000000 Penalty: 6094.321289
	Iteration 41Q: 3 clusters Score -1.666764e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 214742 members 
Entering Unmasked Estep 
Score: -16667674.000000 Penalty: 6094.321289
	Iteration 42Q: 3 clusters Score -1.666767e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 214747 members 
Entering Unmasked Estep 
Score: -16667694.000000 Penalty: 6094.321289
	Iteration 43Q: 3 clusters Score -1.666769e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 214761 members 
Entering Unmasked Estep 
Score: -16667718.000000 Penalty: 6094.321289
	Iteration 44Q: 3 clusters Score -1.666772e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 214772 members 
Entering Unmasked Estep 
Score: -16667726.000000 Penalty: 6094.321289
	Iteration 45Q: 3 clusters Score -1.666773e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 214771 members 
Entering Unmasked Estep 
Score: -16667751.000000 Penalty: 6094.321289
	Iteration 46Q: 3 clusters Score -1.666775e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 214772 members 
Entering Unmasked Estep 
Score: -16667747.000000 Penalty: 6094.321289
	Iteration 47Q: 3 clusters Score -1.666775e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 214772 members 
Entering Unmasked Estep 
Score: -16667738.000000 Penalty: 6094.321289
	Iteration 48Q: 3 clusters Score -1.666774e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 214783 members 
Entering Unmasked Estep 
Score: -16667732.000000 Penalty: 6094.321289
	Iteration 49Q: 3 clusters Score -1.666773e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 214787 members 
Entering Unmasked Estep 
Score: -16667749.000000 Penalty: 6094.321289
	Iteration 50Q: 3 clusters Score -1.666775e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 214787 members 
Entering Unmasked Estep 
Score: -16667736.000000 Penalty: 6094.321289
	Iteration 51Q: 3 clusters Score -1.666774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 214787 members 
Entering Unmasked Estep 
Score: -16667762.000000 Penalty: 6094.321289
	Iteration 52Q: 3 clusters Score -1.666776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 214786 members 
Entering Unmasked Estep 
Score: -16667753.000000 Penalty: 6094.321289
	Iteration 53Q: 3 clusters Score -1.666775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 214787 members 
Entering Unmasked Estep 
Score: -16667738.000000 Penalty: 6094.321289
	Iteration 54Q: 3 clusters Score -1.666774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 214787 members 
Entering Unmasked Estep 
Score: -16667739.000000 Penalty: 6094.321289
	Iteration 55Q: 3 clusters Score -1.666774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 214788 members 
Entering Unmasked Estep 
Score: -16667743.000000 Penalty: 6094.321289
	Iteration 56Q: 3 clusters Score -1.666774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 214787 members 
Entering Unmasked Estep 
Score: -16667750.000000 Penalty: 6094.321289
	Iteration 57Q: 3 clusters Score -1.666775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 214786 members 
Entering Unmasked Estep 
Score: -16667752.000000 Penalty: 6094.321289
	Iteration 58Q: 3 clusters Score -1.666775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 214786 members 
Entering Unmasked Estep 
Score: -16667752.000000 Penalty: 6094.321289
	Iteration 59F: 3 clusters Score -1.666775e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Entering Unmasked Estep 
Score: -713421.250000 Penalty: 2276.329102
	Iteration 0F: 2 clusters Score -713421.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -705969.687500 Penalty: 4552.658203
	Iteration 0F: 3 clusters Score -705969.7 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -708174.187500 Penalty: 4552.658203
	Iteration 1F: 3 clusters Score -708174.2 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -708574.937500 Penalty: 4552.658203
	Iteration 2F: 3 clusters Score -708574.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -708883.562500 Penalty: 4552.658203
	Iteration 3F: 3 clusters Score -708883.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -709116.375000 Penalty: 4552.658203
	Iteration 4F: 3 clusters Score -709116.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -709304.750000 Penalty: 4552.658203
	Iteration 5Q: 3 clusters Score -709304.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -709483.875000 Penalty: 4552.658203
	Iteration 6Q: 3 clusters Score -709483.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -709665.062500 Penalty: 4552.658203
	Iteration 7Q: 3 clusters Score -709665.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -709863.312500 Penalty: 4552.658203
	Iteration 8Q: 3 clusters Score -709863.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -710091.437500 Penalty: 4552.658203
	Iteration 9Q: 3 clusters Score -710091.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -710318.187500 Penalty: 4552.658203
	Iteration 10Q: 3 clusters Score -710318.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -710536.312500 Penalty: 4552.658203
	Iteration 11Q: 3 clusters Score -710536.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -710701.187500 Penalty: 4552.658203
	Iteration 12Q: 3 clusters Score -710701.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -710868.687500 Penalty: 4552.658203
	Iteration 13Q: 3 clusters Score -710868.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -711011.000000 Penalty: 4552.658203
	Iteration 14Q: 3 clusters Score -711011 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -711197.062500 Penalty: 4552.658203
	Iteration 15Q: 3 clusters Score -711197.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -711362.250000 Penalty: 4552.658203
	Iteration 16Q: 3 clusters Score -711362.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -711475.500000 Penalty: 4552.658203
	Iteration 17Q: 3 clusters Score -711475.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -711567.437500 Penalty: 4552.658203
	Iteration 18Q: 3 clusters Score -711567.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -711633.375000 Penalty: 4552.658203
	Iteration 19Q: 3 clusters Score -711633.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -711681.250000 Penalty: 4552.658203
	Iteration 20F: 3 clusters Score -711681.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -711717.812500 Penalty: 4552.658203
	Iteration 21Q: 3 clusters Score -711717.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -711752.937500 Penalty: 4552.658203
	Iteration 22Q: 3 clusters Score -711752.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -711768.125000 Penalty: 4552.658203
	Iteration 23Q: 3 clusters Score -711768.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -711785.312500 Penalty: 4552.658203
	Iteration 24Q: 3 clusters Score -711785.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -711796.250000 Penalty: 4552.658203
	Iteration 25Q: 3 clusters Score -711796.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -711803.125000 Penalty: 4552.658203
	Iteration 26Q: 3 clusters Score -711803.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -711804.187500 Penalty: 4552.658203
	Iteration 27Q: 3 clusters Score -711804.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -711808.437500 Penalty: 4552.658203
	Iteration 28Q: 3 clusters Score -711808.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -711809.875000 Penalty: 4552.658203
	Iteration 29Q: 3 clusters Score -711809.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -711810.687500 Penalty: 4552.658203
	Iteration 30Q: 3 clusters Score -711810.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -711814.250000 Penalty: 4552.658203
	Iteration 31Q: 3 clusters Score -711814.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -711815.562500 Penalty: 4552.658203
	Iteration 32Q: 3 clusters Score -711815.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -711817.312500 Penalty: 4552.658203
	Iteration 33Q: 3 clusters Score -711817.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -711817.937500 Penalty: 4552.658203
	Iteration 34Q: 3 clusters Score -711817.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -711818.187500 Penalty: 4552.658203
	Iteration 35Q: 3 clusters Score -711818.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -711818.500000 Penalty: 4552.658203
	Iteration 36Q: 3 clusters Score -711818.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -711818.500000 Penalty: 4552.658203
	Iteration 37F: 3 clusters Score -711818.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Entering Unmasked Estep 
Score: -327494.218750 Penalty: 2096.918701
	Iteration 0F: 2 clusters Score -327494.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -323181.593750 Penalty: 4193.837402
	Iteration 0F: 3 clusters Score -323181.6 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -324235.187500 Penalty: 4193.837402
	Iteration 1F: 3 clusters Score -324235.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -324573.906250 Penalty: 4193.837402
	Iteration 2F: 3 clusters Score -324573.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -324927.281250 Penalty: 4193.837402
	Iteration 3F: 3 clusters Score -324927.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -325399.125000 Penalty: 4193.837402
	Iteration 4F: 3 clusters Score -325399.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -326006.812500 Penalty: 4193.837402
	Iteration 5F: 3 clusters Score -326006.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -326545.062500 Penalty: 4193.837402
	Iteration 6F: 3 clusters Score -326545.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -326841.468750 Penalty: 4193.837402
	Iteration 7F: 3 clusters Score -326841.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -327057.125000 Penalty: 4193.837402
	Iteration 8Q: 3 clusters Score -327057.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -327207.843750 Penalty: 4193.837402
	Iteration 9Q: 3 clusters Score -327207.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -327322.187500 Penalty: 4193.837402
	Iteration 10Q: 3 clusters Score -327322.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -327416.812500 Penalty: 4193.837402
	Iteration 11Q: 3 clusters Score -327416.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -327494.468750 Penalty: 4193.837402
	Iteration 12Q: 3 clusters Score -327494.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -327561.656250 Penalty: 4193.837402
	Iteration 13Q: 3 clusters Score -327561.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -327614.125000 Penalty: 4193.837402
	Iteration 14Q: 3 clusters Score -327614.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -327665.937500 Penalty: 4193.837402
	Iteration 15Q: 3 clusters Score -327665.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -327731.468750 Penalty: 4193.837402
	Iteration 16Q: 3 clusters Score -327731.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -327822.218750 Penalty: 4193.837402
	Iteration 17Q: 3 clusters Score -327822.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -327906.218750 Penalty: 4193.837402
	Iteration 18Q: 3 clusters Score -327906.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -327926.375000 Penalty: 4193.837402
	Iteration 19Q: 3 clusters Score -327926.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -327938.031250 Penalty: 4193.837402
	Iteration 20F: 3 clusters Score -327938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -327945.656250 Penalty: 4193.837402
	Iteration 21Q: 3 clusters Score -327945.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -327949.281250 Penalty: 4193.837402
	Iteration 22Q: 3 clusters Score -327949.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -327950.562500 Penalty: 4193.837402
	Iteration 23Q: 3 clusters Score -327950.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -327951.406250 Penalty: 4193.837402
	Iteration 24Q: 3 clusters Score -327951.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -327952.750000 Penalty: 4193.837402
	Iteration 25Q: 3 clusters Score -327952.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -327952.750000 Penalty: 4193.837402
	Iteration 26F: 3 clusters Score -327952.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 207638 members 
Mstep: Class 3 contains 57592 members 
Mstep: Class 4 contains 6537 members 
Mstep: Class 5 contains 216845 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 3803 members 
Mstep: Class 8 contains 1317 members 
Mstep: Class 9 contains 80932 members 
Mstep: Class 10 contains 355634 members 
Mstep: Class 11 contains 38576 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4956 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130147 members 
Mstep: Class 17 contains 24336 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 2640 members 
Mstep: Class 20 contains 11229 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12812 members 
Mstep: Class 26 contains 13765 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2180 members 
Mstep: Class 29 contains 35385 members 
Mstep: Class 30 contains 9549 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2405 members 
Mstep: Class 36 contains 9505 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10821 members 
Mstep: Class 40 contains 6039 members 
Mstep: Class 41 contains 2579 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1398 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2704 members 
Mstep: Class 46 contains 897 members 
Entering Unmasked Estep 
Score: -102301688.000000 Penalty: 161575.609375
Splitting cluster 7 changes total score from -102302536.000000 to -102301688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Entering Unmasked Estep 
Score: -92632.164062 Penalty: 1781.411743
	Iteration 0F: 2 clusters Score -92632.16 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 656 members 
Entering Unmasked Estep 
Score: -90453.070312 Penalty: 3562.823486
	Iteration 0F: 3 clusters Score -90453.07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -90811.460938 Penalty: 3562.823486
	Iteration 1F: 3 clusters Score -90811.46 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -90936.289062 Penalty: 3562.823486
	Iteration 2F: 3 clusters Score -90936.29 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -91064.429688 Penalty: 3562.823486
	Iteration 3F: 3 clusters Score -91064.43 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -91148.921875 Penalty: 3562.823486
	Iteration 4Q: 3 clusters Score -91148.92 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -91273.390625 Penalty: 3562.823486
	Iteration 5Q: 3 clusters Score -91273.39 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -91386.875000 Penalty: 3562.823486
	Iteration 6Q: 3 clusters Score -91386.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -91511.835938 Penalty: 3562.823486
	Iteration 7Q: 3 clusters Score -91511.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -91610.781250 Penalty: 3562.823486
	Iteration 8Q: 3 clusters Score -91610.78 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -91674.257812 Penalty: 3562.823486
	Iteration 9Q: 3 clusters Score -91674.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -91719.007812 Penalty: 3562.823486
	Iteration 10Q: 3 clusters Score -91719.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -91754.281250 Penalty: 3562.823486
	Iteration 11Q: 3 clusters Score -91754.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -91772.421875 Penalty: 3562.823486
	Iteration 12Q: 3 clusters Score -91772.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -91789.773438 Penalty: 3562.823486
	Iteration 13Q: 3 clusters Score -91789.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -91797.570312 Penalty: 3562.823486
	Iteration 14Q: 3 clusters Score -91797.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -91802.101562 Penalty: 3562.823486
	Iteration 15Q: 3 clusters Score -91802.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -91807.820312 Penalty: 3562.823486
	Iteration 16Q: 3 clusters Score -91807.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -91812.921875 Penalty: 3562.823486
	Iteration 17Q: 3 clusters Score -91812.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -91816.531250 Penalty: 3562.823486
	Iteration 18Q: 3 clusters Score -91816.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -91819.460938 Penalty: 3562.823486
	Iteration 19Q: 3 clusters Score -91819.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -91819.460938 Penalty: 3562.823486
	Iteration 20F: 3 clusters Score -91819.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80932 members 
Entering Unmasked Estep 
Score: -6172103.000000 Penalty: 2802.738525
	Iteration 0F: 2 clusters Score -6172103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -6118259.500000 Penalty: 5605.477051
	Iteration 0F: 3 clusters Score -6118260 nChanged 37789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -6139992.000000 Penalty: 5605.477051
	Iteration 1F: 3 clusters Score -6139992 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -6140993.000000 Penalty: 5605.477051
	Iteration 2Q: 3 clusters Score -6140993 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -6142211.000000 Penalty: 5605.477051
	Iteration 3Q: 3 clusters Score -6142211 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -6143631.000000 Penalty: 5605.477051
	Iteration 4Q: 3 clusters Score -6143631 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -6145289.000000 Penalty: 5605.477051
	Iteration 5Q: 3 clusters Score -6145289 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -6147156.000000 Penalty: 5605.477051
	Iteration 6F: 3 clusters Score -6147156 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52678 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -6149248.500000 Penalty: 5605.477051
	Iteration 7F: 3 clusters Score -6149248 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56330 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -6151623.000000 Penalty: 5605.477051
	Iteration 8F: 3 clusters Score -6151623 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -6154390.000000 Penalty: 5605.477051
	Iteration 9F: 3 clusters Score -6154390 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64641 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -6157579.500000 Penalty: 5605.477051
	Iteration 10F: 3 clusters Score -6157580 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68885 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -6161002.000000 Penalty: 5605.477051
	Iteration 11F: 3 clusters Score -6161002 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72474 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -6164038.000000 Penalty: 5605.477051
	Iteration 12Q: 3 clusters Score -6164038 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75057 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -6166188.500000 Penalty: 5605.477051
	Iteration 13Q: 3 clusters Score -6166188 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -6167563.500000 Penalty: 5605.477051
	Iteration 14Q: 3 clusters Score -6167564 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77765 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -6168464.000000 Penalty: 5605.477051
	Iteration 15Q: 3 clusters Score -6168464 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78441 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -6169054.500000 Penalty: 5605.477051
	Iteration 16Q: 3 clusters Score -6169054 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78858 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -6169388.000000 Penalty: 5605.477051
	Iteration 17Q: 3 clusters Score -6169388 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79126 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -6169647.000000 Penalty: 5605.477051
	Iteration 18Q: 3 clusters Score -6169647 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79325 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -6169781.500000 Penalty: 5605.477051
	Iteration 19Q: 3 clusters Score -6169782 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79454 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6169868.500000 Penalty: 5605.477051
	Iteration 20F: 3 clusters Score -6169868 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79559 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -6169917.000000 Penalty: 5605.477051
	Iteration 21Q: 3 clusters Score -6169917 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79629 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -6169946.000000 Penalty: 5605.477051
	Iteration 22Q: 3 clusters Score -6169946 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79683 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6169978.500000 Penalty: 5605.477051
	Iteration 23Q: 3 clusters Score -6169978 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79718 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6169995.500000 Penalty: 5605.477051
	Iteration 24Q: 3 clusters Score -6169996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79740 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6170001.500000 Penalty: 5605.477051
	Iteration 25Q: 3 clusters Score -6170002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79759 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6170021.500000 Penalty: 5605.477051
	Iteration 26Q: 3 clusters Score -6170022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79775 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6170021.500000 Penalty: 5605.477051
	Iteration 27Q: 3 clusters Score -6170022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79787 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6170026.500000 Penalty: 5605.477051
	Iteration 28Q: 3 clusters Score -6170026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79793 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6170036.500000 Penalty: 5605.477051
	Iteration 29Q: 3 clusters Score -6170036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79803 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6170047.500000 Penalty: 5605.477051
	Iteration 30Q: 3 clusters Score -6170048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79812 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6170046.500000 Penalty: 5605.477051
	Iteration 31Q: 3 clusters Score -6170046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79820 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6170056.000000 Penalty: 5605.477051
	Iteration 32Q: 3 clusters Score -6170056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79826 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6170059.500000 Penalty: 5605.477051
	Iteration 33Q: 3 clusters Score -6170060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79834 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -6170059.000000 Penalty: 5605.477051
	Iteration 34Q: 3 clusters Score -6170059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79841 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6170056.500000 Penalty: 5605.477051
	Iteration 35Q: 3 clusters Score -6170056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79845 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -6170061.500000 Penalty: 5605.477051
	Iteration 36Q: 3 clusters Score -6170062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79849 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -6170057.500000 Penalty: 5605.477051
	Iteration 37Q: 3 clusters Score -6170058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79855 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6170062.500000 Penalty: 5605.477051
	Iteration 38Q: 3 clusters Score -6170062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79857 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6170056.500000 Penalty: 5605.477051
	Iteration 39Q: 3 clusters Score -6170056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79860 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -6170062.500000 Penalty: 5605.477051
	Iteration 40F: 3 clusters Score -6170062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79859 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6170062.500000 Penalty: 5605.477051
	Iteration 41Q: 3 clusters Score -6170062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79858 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6170065.500000 Penalty: 5605.477051
	Iteration 42Q: 3 clusters Score -6170066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79858 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6170065.500000 Penalty: 5605.477051
	Iteration 43F: 3 clusters Score -6170066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (355634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355634 members 
Entering Unmasked Estep 
Score: -26605558.000000 Penalty: 3169.851074
	Iteration 0F: 2 clusters Score -2.660556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177182 members 
Mstep: Class 2 contains 178452 members 
Entering Unmasked Estep 
Score: -26366400.000000 Penalty: 6339.702148
	Iteration 0F: 3 clusters Score -2.63664e+07 nChanged 172649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159641 members 
Mstep: Class 2 contains 195993 members 
Entering Unmasked Estep 
Score: -26470984.000000 Penalty: 6339.702148
	Iteration 1F: 3 clusters Score -2.647098e+07 nChanged 14275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148072 members 
Mstep: Class 2 contains 207562 members 
Entering Unmasked Estep 
Score: -26476526.000000 Penalty: 6339.702148
	Iteration 2Q: 3 clusters Score -2.647653e+07 nChanged 19498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130540 members 
Mstep: Class 2 contains 225094 members 
Entering Unmasked Estep 
Score: -26486630.000000 Penalty: 6339.702148
	Iteration 3F: 3 clusters Score -2.648663e+07 nChanged 25839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106235 members 
Mstep: Class 2 contains 249399 members 
Entering Unmasked Estep 
Score: -26504714.000000 Penalty: 6339.702148
	Iteration 4F: 3 clusters Score -2.650471e+07 nChanged 30833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76358 members 
Mstep: Class 2 contains 279276 members 
Entering Unmasked Estep 
Score: -26531560.000000 Penalty: 6339.702148
	Iteration 5F: 3 clusters Score -2.653156e+07 nChanged 30538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 309368 members 
Entering Unmasked Estep 
Score: -26560876.000000 Penalty: 6339.702148
	Iteration 6F: 3 clusters Score -2.656088e+07 nChanged 23202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 332428 members 
Entering Unmasked Estep 
Score: -26583360.000000 Penalty: 6339.702148
	Iteration 7F: 3 clusters Score -2.658336e+07 nChanged 13291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 345677 members 
Entering Unmasked Estep 
Score: -26595338.000000 Penalty: 6339.702148
	Iteration 8Q: 3 clusters Score -2.659534e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 351399 members 
Entering Unmasked Estep 
Score: -26600338.000000 Penalty: 6339.702148
	Iteration 9Q: 3 clusters Score -2.660034e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 353530 members 
Entering Unmasked Estep 
Score: -26602014.000000 Penalty: 6339.702148
	Iteration 10Q: 3 clusters Score -2.660201e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 354291 members 
Entering Unmasked Estep 
Score: -26602526.000000 Penalty: 6339.702148
	Iteration 11Q: 3 clusters Score -2.660253e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 354578 members 
Entering Unmasked Estep 
Score: -26602788.000000 Penalty: 6339.702148
	Iteration 12Q: 3 clusters Score -2.660279e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 354682 members 
Entering Unmasked Estep 
Score: -26602916.000000 Penalty: 6339.702148
	Iteration 13Q: 3 clusters Score -2.660292e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 354729 members 
Entering Unmasked Estep 
Score: -26603010.000000 Penalty: 6339.702148
	Iteration 14Q: 3 clusters Score -2.660301e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 354750 members 
Entering Unmasked Estep 
Score: -26603144.000000 Penalty: 6339.702148
	Iteration 15Q: 3 clusters Score -2.660314e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 354724 members 
Entering Unmasked Estep 
Score: -26603272.000000 Penalty: 6339.702148
	Iteration 16Q: 3 clusters Score -2.660327e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 354686 members 
Entering Unmasked Estep 
Score: -26603368.000000 Penalty: 6339.702148
	Iteration 17Q: 3 clusters Score -2.660337e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 354633 members 
Entering Unmasked Estep 
Score: -26603386.000000 Penalty: 6339.702148
	Iteration 18Q: 3 clusters Score -2.660339e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 354579 members 
Entering Unmasked Estep 
Score: -26603490.000000 Penalty: 6339.702148
	Iteration 19Q: 3 clusters Score -2.660349e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 354527 members 
Entering Unmasked Estep 
Score: -26603540.000000 Penalty: 6339.702148
	Iteration 20F: 3 clusters Score -2.660354e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 354468 members 
Entering Unmasked Estep 
Score: -26603574.000000 Penalty: 6339.702148
	Iteration 21Q: 3 clusters Score -2.660357e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 354426 members 
Entering Unmasked Estep 
Score: -26603656.000000 Penalty: 6339.702148
	Iteration 22Q: 3 clusters Score -2.660366e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 354390 members 
Entering Unmasked Estep 
Score: -26603664.000000 Penalty: 6339.702148
	Iteration 23Q: 3 clusters Score -2.660366e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 354360 members 
Entering Unmasked Estep 
Score: -26603710.000000 Penalty: 6339.702148
	Iteration 24Q: 3 clusters Score -2.660371e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 354336 members 
Entering Unmasked Estep 
Score: -26603766.000000 Penalty: 6339.702148
	Iteration 25Q: 3 clusters Score -2.660377e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 354304 members 
Entering Unmasked Estep 
Score: -26603802.000000 Penalty: 6339.702148
	Iteration 26Q: 3 clusters Score -2.66038e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 354282 members 
Entering Unmasked Estep 
Score: -26603792.000000 Penalty: 6339.702148
	Iteration 27Q: 3 clusters Score -2.660379e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 354257 members 
Entering Unmasked Estep 
Score: -26603798.000000 Penalty: 6339.702148
	Iteration 28Q: 3 clusters Score -2.66038e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 354231 members 
Entering Unmasked Estep 
Score: -26603796.000000 Penalty: 6339.702148
	Iteration 29Q: 3 clusters Score -2.66038e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 354213 members 
Entering Unmasked Estep 
Score: -26603804.000000 Penalty: 6339.702148
	Iteration 30Q: 3 clusters Score -2.66038e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 354180 members 
Entering Unmasked Estep 
Score: -26603826.000000 Penalty: 6339.702148
	Iteration 31Q: 3 clusters Score -2.660383e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 354150 members 
Entering Unmasked Estep 
Score: -26603868.000000 Penalty: 6339.702148
	Iteration 32Q: 3 clusters Score -2.660387e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 354118 members 
Entering Unmasked Estep 
Score: -26603902.000000 Penalty: 6339.702148
	Iteration 33Q: 3 clusters Score -2.66039e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 354083 members 
Entering Unmasked Estep 
Score: -26603988.000000 Penalty: 6339.702148
	Iteration 34Q: 3 clusters Score -2.660399e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 354055 members 
Entering Unmasked Estep 
Score: -26603988.000000 Penalty: 6339.702148
	Iteration 35Q: 3 clusters Score -2.660399e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 354029 members 
Entering Unmasked Estep 
Score: -26604004.000000 Penalty: 6339.702148
	Iteration 36Q: 3 clusters Score -2.6604e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 354000 members 
Entering Unmasked Estep 
Score: -26604016.000000 Penalty: 6339.702148
	Iteration 37Q: 3 clusters Score -2.660402e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 353986 members 
Entering Unmasked Estep 
Score: -26604060.000000 Penalty: 6339.702148
	Iteration 38Q: 3 clusters Score -2.660406e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 353974 members 
Entering Unmasked Estep 
Score: -26604064.000000 Penalty: 6339.702148
	Iteration 39Q: 3 clusters Score -2.660406e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 353957 members 
Entering Unmasked Estep 
Score: -26604094.000000 Penalty: 6339.702148
	Iteration 40F: 3 clusters Score -2.660409e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 353936 members 
Entering Unmasked Estep 
Score: -26604112.000000 Penalty: 6339.702148
	Iteration 41Q: 3 clusters Score -2.660411e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 353922 members 
Entering Unmasked Estep 
Score: -26604116.000000 Penalty: 6339.702148
	Iteration 42Q: 3 clusters Score -2.660412e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 353907 members 
Entering Unmasked Estep 
Score: -26604098.000000 Penalty: 6339.702148
	Iteration 43Q: 3 clusters Score -2.66041e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 353897 members 
Entering Unmasked Estep 
Score: -26604126.000000 Penalty: 6339.702148
	Iteration 44Q: 3 clusters Score -2.660413e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 353882 members 
Entering Unmasked Estep 
Score: -26604116.000000 Penalty: 6339.702148
	Iteration 45Q: 3 clusters Score -2.660412e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 353869 members 
Entering Unmasked Estep 
Score: -26604154.000000 Penalty: 6339.702148
	Iteration 46Q: 3 clusters Score -2.660415e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 353863 members 
Entering Unmasked Estep 
Score: -26604146.000000 Penalty: 6339.702148
	Iteration 47Q: 3 clusters Score -2.660415e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 353851 members 
Entering Unmasked Estep 
Score: -26604160.000000 Penalty: 6339.702148
	Iteration 48Q: 3 clusters Score -2.660416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 353852 members 
Entering Unmasked Estep 
Score: -26604164.000000 Penalty: 6339.702148
	Iteration 49Q: 3 clusters Score -2.660416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 353845 members 
Entering Unmasked Estep 
Score: -26604190.000000 Penalty: 6339.702148
	Iteration 50Q: 3 clusters Score -2.660419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 353839 members 
Entering Unmasked Estep 
Score: -26604168.000000 Penalty: 6339.702148
	Iteration 51Q: 3 clusters Score -2.660417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 353834 members 
Entering Unmasked Estep 
Score: -26604162.000000 Penalty: 6339.702148
	Iteration 52Q: 3 clusters Score -2.660416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 353829 members 
Entering Unmasked Estep 
Score: -26604160.000000 Penalty: 6339.702148
	Iteration 53Q: 3 clusters Score -2.660416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 353826 members 
Entering Unmasked Estep 
Score: -26604190.000000 Penalty: 6339.702148
	Iteration 54Q: 3 clusters Score -2.660419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 353822 members 
Entering Unmasked Estep 
Score: -26604190.000000 Penalty: 6339.702148
	Iteration 55Q: 3 clusters Score -2.660419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 353816 members 
Entering Unmasked Estep 
Score: -26604192.000000 Penalty: 6339.702148
	Iteration 56Q: 3 clusters Score -2.660419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 353811 members 
Entering Unmasked Estep 
Score: -26604198.000000 Penalty: 6339.702148
	Iteration 57Q: 3 clusters Score -2.66042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 353809 members 
Entering Unmasked Estep 
Score: -26604198.000000 Penalty: 6339.702148
	Iteration 58Q: 3 clusters Score -2.66042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 353808 members 
Entering Unmasked Estep 
Score: -26604210.000000 Penalty: 6339.702148
	Iteration 59Q: 3 clusters Score -2.660421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 353798 members 
Entering Unmasked Estep 
Score: -26604230.000000 Penalty: 6339.702148
	Iteration 60F: 3 clusters Score -2.660423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 353789 members 
Entering Unmasked Estep 
Score: -26604234.000000 Penalty: 6339.702148
	Iteration 61Q: 3 clusters Score -2.660423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 353787 members 
Entering Unmasked Estep 
Score: -26604244.000000 Penalty: 6339.702148
	Iteration 62Q: 3 clusters Score -2.660424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 353786 members 
Entering Unmasked Estep 
Score: -26604254.000000 Penalty: 6339.702148
	Iteration 63Q: 3 clusters Score -2.660425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 353784 members 
Entering Unmasked Estep 
Score: -26604238.000000 Penalty: 6339.702148
	Iteration 64Q: 3 clusters Score -2.660424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 353781 members 
Entering Unmasked Estep 
Score: -26604256.000000 Penalty: 6339.702148
	Iteration 65Q: 3 clusters Score -2.660426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 353776 members 
Entering Unmasked Estep 
Score: -26604250.000000 Penalty: 6339.702148
	Iteration 66Q: 3 clusters Score -2.660425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 353776 members 
Entering Unmasked Estep 
Score: -26604248.000000 Penalty: 6339.702148
	Iteration 67Q: 3 clusters Score -2.660425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 353774 members 
Entering Unmasked Estep 
Score: -26604236.000000 Penalty: 6339.702148
	Iteration 68Q: 3 clusters Score -2.660424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 353774 members 
Entering Unmasked Estep 
Score: -26604252.000000 Penalty: 6339.702148
	Iteration 69Q: 3 clusters Score -2.660425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 353774 members 
Entering Unmasked Estep 
Score: -26604256.000000 Penalty: 6339.702148
	Iteration 70Q: 3 clusters Score -2.660426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 353773 members 
Entering Unmasked Estep 
Score: -26604258.000000 Penalty: 6339.702148
	Iteration 71Q: 3 clusters Score -2.660426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 353772 members 
Entering Unmasked Estep 
Score: -26604252.000000 Penalty: 6339.702148
	Iteration 72Q: 3 clusters Score -2.660425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 353769 members 
Entering Unmasked Estep 
Score: -26604256.000000 Penalty: 6339.702148
	Iteration 73Q: 3 clusters Score -2.660426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 353768 members 
Entering Unmasked Estep 
Score: -26604248.000000 Penalty: 6339.702148
	Iteration 74Q: 3 clusters Score -2.660425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 353768 members 
Entering Unmasked Estep 
Score: -26604248.000000 Penalty: 6339.702148
	Iteration 75F: 3 clusters Score -2.660425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Entering Unmasked Estep 
Score: -3034361.000000 Penalty: 2618.975586
	Iteration 0F: 2 clusters Score -3034361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -3008365.750000 Penalty: 5237.951172
	Iteration 0F: 3 clusters Score -3008366 nChanged 17573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -3018215.000000 Penalty: 5237.951172
	Iteration 1F: 3 clusters Score -3018215 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -3019122.250000 Penalty: 5237.951172
	Iteration 2F: 3 clusters Score -3019122 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -3020406.500000 Penalty: 5237.951172
	Iteration 3F: 3 clusters Score -3020406 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -3022148.500000 Penalty: 5237.951172
	Iteration 4F: 3 clusters Score -3022148 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -3024219.750000 Penalty: 5237.951172
	Iteration 5F: 3 clusters Score -3024220 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -3026204.750000 Penalty: 5237.951172
	Iteration 6F: 3 clusters Score -3026205 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -3027768.000000 Penalty: 5237.951172
	Iteration 7F: 3 clusters Score -3027768 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -3028911.500000 Penalty: 5237.951172
	Iteration 8Q: 3 clusters Score -3028912 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -3029719.000000 Penalty: 5237.951172
	Iteration 9Q: 3 clusters Score -3029719 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -3030300.250000 Penalty: 5237.951172
	Iteration 10Q: 3 clusters Score -3030300 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -3030639.500000 Penalty: 5237.951172
	Iteration 11Q: 3 clusters Score -3030640 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -3030870.000000 Penalty: 5237.951172
	Iteration 12Q: 3 clusters Score -3030870 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -3031052.000000 Penalty: 5237.951172
	Iteration 13Q: 3 clusters Score -3031052 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -3031167.750000 Penalty: 5237.951172
	Iteration 14Q: 3 clusters Score -3031168 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -3031280.250000 Penalty: 5237.951172
	Iteration 15Q: 3 clusters Score -3031280 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -3031387.250000 Penalty: 5237.951172
	Iteration 16Q: 3 clusters Score -3031387 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -3031474.500000 Penalty: 5237.951172
	Iteration 17Q: 3 clusters Score -3031474 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -3031519.250000 Penalty: 5237.951172
	Iteration 18Q: 3 clusters Score -3031519 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3031567.500000 Penalty: 5237.951172
	Iteration 19Q: 3 clusters Score -3031568 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3031614.750000 Penalty: 5237.951172
	Iteration 20F: 3 clusters Score -3031615 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3031650.250000 Penalty: 5237.951172
	Iteration 21Q: 3 clusters Score -3031650 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3031692.750000 Penalty: 5237.951172
	Iteration 22Q: 3 clusters Score -3031693 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3031723.250000 Penalty: 5237.951172
	Iteration 23Q: 3 clusters Score -3031723 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3031761.500000 Penalty: 5237.951172
	Iteration 24Q: 3 clusters Score -3031762 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3031797.250000 Penalty: 5237.951172
	Iteration 25Q: 3 clusters Score -3031797 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3031824.000000 Penalty: 5237.951172
	Iteration 26Q: 3 clusters Score -3031824 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3031854.000000 Penalty: 5237.951172
	Iteration 27Q: 3 clusters Score -3031854 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3031878.750000 Penalty: 5237.951172
	Iteration 28Q: 3 clusters Score -3031879 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3031901.750000 Penalty: 5237.951172
	Iteration 29Q: 3 clusters Score -3031902 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3031937.500000 Penalty: 5237.951172
	Iteration 30Q: 3 clusters Score -3031938 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3031945.750000 Penalty: 5237.951172
	Iteration 31Q: 3 clusters Score -3031946 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3031965.750000 Penalty: 5237.951172
	Iteration 32Q: 3 clusters Score -3031966 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3031977.250000 Penalty: 5237.951172
	Iteration 33Q: 3 clusters Score -3031977 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3031978.500000 Penalty: 5237.951172
	Iteration 34Q: 3 clusters Score -3031978 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3031990.000000 Penalty: 5237.951172
	Iteration 35Q: 3 clusters Score -3031990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3032002.250000 Penalty: 5237.951172
	Iteration 36Q: 3 clusters Score -3032002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3032004.500000 Penalty: 5237.951172
	Iteration 37Q: 3 clusters Score -3032004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3032008.500000 Penalty: 5237.951172
	Iteration 38Q: 3 clusters Score -3032008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3032018.000000 Penalty: 5237.951172
	Iteration 39Q: 3 clusters Score -3032018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3032037.250000 Penalty: 5237.951172
	Iteration 40F: 3 clusters Score -3032037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3032046.250000 Penalty: 5237.951172
	Iteration 41Q: 3 clusters Score -3032046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3032046.500000 Penalty: 5237.951172
	Iteration 42Q: 3 clusters Score -3032046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3032051.500000 Penalty: 5237.951172
	Iteration 43Q: 3 clusters Score -3032052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3032059.750000 Penalty: 5237.951172
	Iteration 44Q: 3 clusters Score -3032060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3032061.000000 Penalty: 5237.951172
	Iteration 45Q: 3 clusters Score -3032061 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3032078.750000 Penalty: 5237.951172
	Iteration 46Q: 3 clusters Score -3032079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3032082.000000 Penalty: 5237.951172
	Iteration 47Q: 3 clusters Score -3032082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3032083.750000 Penalty: 5237.951172
	Iteration 48Q: 3 clusters Score -3032084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3032087.250000 Penalty: 5237.951172
	Iteration 49Q: 3 clusters Score -3032087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3032098.250000 Penalty: 5237.951172
	Iteration 50Q: 3 clusters Score -3032098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3032110.000000 Penalty: 5237.951172
	Iteration 51Q: 3 clusters Score -3032110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3032123.750000 Penalty: 5237.951172
	Iteration 52Q: 3 clusters Score -3032124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3032124.750000 Penalty: 5237.951172
	Iteration 53Q: 3 clusters Score -3032125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3032126.000000 Penalty: 5237.951172
	Iteration 54Q: 3 clusters Score -3032126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3032129.750000 Penalty: 5237.951172
	Iteration 55Q: 3 clusters Score -3032130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3032143.750000 Penalty: 5237.951172
	Iteration 56Q: 3 clusters Score -3032144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3032147.250000 Penalty: 5237.951172
	Iteration 57Q: 3 clusters Score -3032147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3032143.000000 Penalty: 5237.951172
	Iteration 58Q: 3 clusters Score -3032143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3032148.750000 Penalty: 5237.951172
	Iteration 59Q: 3 clusters Score -3032149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3032155.500000 Penalty: 5237.951172
	Iteration 60F: 3 clusters Score -3032156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3032167.000000 Penalty: 5237.951172
	Iteration 61Q: 3 clusters Score -3032167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3032164.500000 Penalty: 5237.951172
	Iteration 62Q: 3 clusters Score -3032164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3032170.750000 Penalty: 5237.951172
	Iteration 63Q: 3 clusters Score -3032171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3032174.000000 Penalty: 5237.951172
	Iteration 64Q: 3 clusters Score -3032174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3032171.500000 Penalty: 5237.951172
	Iteration 65Q: 3 clusters Score -3032172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3032176.250000 Penalty: 5237.951172
	Iteration 66Q: 3 clusters Score -3032176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3032179.750000 Penalty: 5237.951172
	Iteration 67Q: 3 clusters Score -3032180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3032175.000000 Penalty: 5237.951172
	Iteration 68Q: 3 clusters Score -3032175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3032177.250000 Penalty: 5237.951172
	Iteration 69Q: 3 clusters Score -3032177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3032177.000000 Penalty: 5237.951172
	Iteration 70Q: 3 clusters Score -3032177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3032180.250000 Penalty: 5237.951172
	Iteration 71Q: 3 clusters Score -3032180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3032180.250000 Penalty: 5237.951172
	Iteration 72Q: 3 clusters Score -3032180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3032180.250000 Penalty: 5237.951172
	Iteration 73F: 3 clusters Score -3032180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -247068.328125 Penalty: 2083.864502
	Iteration 0F: 2 clusters Score -247068.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -243032.046875 Penalty: 4167.729004
	Iteration 0F: 3 clusters Score -243032 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -244443.562500 Penalty: 4167.729004
	Iteration 1F: 3 clusters Score -244443.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -245000.750000 Penalty: 4167.729004
	Iteration 2F: 3 clusters Score -245000.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -245398.500000 Penalty: 4167.729004
	Iteration 3F: 3 clusters Score -245398.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -245658.500000 Penalty: 4167.729004
	Iteration 4F: 3 clusters Score -245658.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -245882.562500 Penalty: 4167.729004
	Iteration 5F: 3 clusters Score -245882.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -246037.406250 Penalty: 4167.729004
	Iteration 6Q: 3 clusters Score -246037.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -246151.453125 Penalty: 4167.729004
	Iteration 7Q: 3 clusters Score -246151.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -246251.968750 Penalty: 4167.729004
	Iteration 8Q: 3 clusters Score -246252 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -246330.625000 Penalty: 4167.729004
	Iteration 9Q: 3 clusters Score -246330.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -246399.359375 Penalty: 4167.729004
	Iteration 10Q: 3 clusters Score -246399.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -246455.750000 Penalty: 4167.729004
	Iteration 11Q: 3 clusters Score -246455.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -246503.250000 Penalty: 4167.729004
	Iteration 12Q: 3 clusters Score -246503.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -246549.640625 Penalty: 4167.729004
	Iteration 13Q: 3 clusters Score -246549.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -246605.687500 Penalty: 4167.729004
	Iteration 14Q: 3 clusters Score -246605.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -246646.171875 Penalty: 4167.729004
	Iteration 15Q: 3 clusters Score -246646.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -246687.906250 Penalty: 4167.729004
	Iteration 16Q: 3 clusters Score -246687.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -246726.031250 Penalty: 4167.729004
	Iteration 17Q: 3 clusters Score -246726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -246759.546875 Penalty: 4167.729004
	Iteration 18Q: 3 clusters Score -246759.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -246811.046875 Penalty: 4167.729004
	Iteration 19Q: 3 clusters Score -246811 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -246889.156250 Penalty: 4167.729004
	Iteration 20F: 3 clusters Score -246889.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -247006.953125 Penalty: 4167.729004
	Iteration 21Q: 3 clusters Score -247007 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -247146.718750 Penalty: 4167.729004
	Iteration 22Q: 3 clusters Score -247146.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -247275.640625 Penalty: 4167.729004
	Iteration 23Q: 3 clusters Score -247275.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -247370.750000 Penalty: 4167.729004
	Iteration 24Q: 3 clusters Score -247370.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -247407.765625 Penalty: 4167.729004
	Iteration 25Q: 3 clusters Score -247407.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -247432.375000 Penalty: 4167.729004
	Iteration 26Q: 3 clusters Score -247432.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -247449.781250 Penalty: 4167.729004
	Iteration 27Q: 3 clusters Score -247449.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -247465.000000 Penalty: 4167.729004
	Iteration 28Q: 3 clusters Score -247465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -247473.390625 Penalty: 4167.729004
	Iteration 29Q: 3 clusters Score -247473.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -247482.406250 Penalty: 4167.729004
	Iteration 30Q: 3 clusters Score -247482.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -247491.531250 Penalty: 4167.729004
	Iteration 31Q: 3 clusters Score -247491.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -247496.046875 Penalty: 4167.729004
	Iteration 32Q: 3 clusters Score -247496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -247502.625000 Penalty: 4167.729004
	Iteration 33Q: 3 clusters Score -247502.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -247504.500000 Penalty: 4167.729004
	Iteration 34Q: 3 clusters Score -247504.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -247505.062500 Penalty: 4167.729004
	Iteration 35Q: 3 clusters Score -247505.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -247505.296875 Penalty: 4167.729004
	Iteration 36Q: 3 clusters Score -247505.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -247505.750000 Penalty: 4167.729004
	Iteration 37Q: 3 clusters Score -247505.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -247505.750000 Penalty: 4167.729004
	Iteration 38F: 3 clusters Score -247505.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 207638 members 
Mstep: Class 3 contains 57592 members 
Mstep: Class 4 contains 6537 members 
Mstep: Class 5 contains 216845 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1317 members 
Mstep: Class 9 contains 80932 members 
Mstep: Class 10 contains 355634 members 
Mstep: Class 11 contains 38576 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 4956 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130147 members 
Mstep: Class 17 contains 24336 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 2640 members 
Mstep: Class 20 contains 11229 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12812 members 
Mstep: Class 26 contains 13765 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2180 members 
Mstep: Class 29 contains 35385 members 
Mstep: Class 30 contains 9549 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2405 members 
Mstep: Class 36 contains 9505 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10821 members 
Mstep: Class 40 contains 6039 members 
Mstep: Class 41 contains 2579 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1398 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2704 members 
Mstep: Class 46 contains 3217 members 
Entering Unmasked Estep 
Score: -102301296.000000 Penalty: 161575.609375
Splitting cluster 12 changes total score from -102302536.000000 to -102301296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (4956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Entering Unmasked Estep 
Score: -354114.281250 Penalty: 2110.071777
	Iteration 0F: 2 clusters Score -354114.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -349613.750000 Penalty: 4220.143555
	Iteration 0F: 3 clusters Score -349613.8 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -350670.875000 Penalty: 4220.143555
	Iteration 1F: 3 clusters Score -350670.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -350983.062500 Penalty: 4220.143555
	Iteration 2F: 3 clusters Score -350983.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -351343.218750 Penalty: 4220.143555
	Iteration 3F: 3 clusters Score -351343.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -351722.375000 Penalty: 4220.143555
	Iteration 4F: 3 clusters Score -351722.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -352088.875000 Penalty: 4220.143555
	Iteration 5F: 3 clusters Score -352088.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -352408.718750 Penalty: 4220.143555
	Iteration 6F: 3 clusters Score -352408.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -352629.375000 Penalty: 4220.143555
	Iteration 7F: 3 clusters Score -352629.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -352772.906250 Penalty: 4220.143555
	Iteration 8Q: 3 clusters Score -352772.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -352865.593750 Penalty: 4220.143555
	Iteration 9Q: 3 clusters Score -352865.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -352941.531250 Penalty: 4220.143555
	Iteration 10Q: 3 clusters Score -352941.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -353000.031250 Penalty: 4220.143555
	Iteration 11Q: 3 clusters Score -353000 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -353053.437500 Penalty: 4220.143555
	Iteration 12Q: 3 clusters Score -353053.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -353096.718750 Penalty: 4220.143555
	Iteration 13Q: 3 clusters Score -353096.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -353128.875000 Penalty: 4220.143555
	Iteration 14Q: 3 clusters Score -353128.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -353163.218750 Penalty: 4220.143555
	Iteration 15Q: 3 clusters Score -353163.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -353196.406250 Penalty: 4220.143555
	Iteration 16Q: 3 clusters Score -353196.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -353224.000000 Penalty: 4220.143555
	Iteration 17Q: 3 clusters Score -353224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -353244.437500 Penalty: 4220.143555
	Iteration 18Q: 3 clusters Score -353244.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -353259.531250 Penalty: 4220.143555
	Iteration 19Q: 3 clusters Score -353259.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -353267.312500 Penalty: 4220.143555
	Iteration 20F: 3 clusters Score -353267.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -353271.625000 Penalty: 4220.143555
	Iteration 21Q: 3 clusters Score -353271.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -353277.218750 Penalty: 4220.143555
	Iteration 22Q: 3 clusters Score -353277.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -353279.656250 Penalty: 4220.143555
	Iteration 23Q: 3 clusters Score -353279.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -353281.968750 Penalty: 4220.143555
	Iteration 24Q: 3 clusters Score -353282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -353282.062500 Penalty: 4220.143555
	Iteration 25Q: 3 clusters Score -353282.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -353282.062500 Penalty: 4220.143555
	Iteration 26F: 3 clusters Score -353282.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Entering Unmasked Estep 
Score: -549142.437500 Penalty: 2202.729736
	Iteration 0F: 2 clusters Score -549142.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -543225.750000 Penalty: 4405.459473
	Iteration 0F: 3 clusters Score -543225.8 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -544776.937500 Penalty: 4405.459473
	Iteration 1F: 3 clusters Score -544776.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -545001.687500 Penalty: 4405.459473
	Iteration 2F: 3 clusters Score -545001.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -545138.625000 Penalty: 4405.459473
	Iteration 3Q: 3 clusters Score -545138.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -545245.562500 Penalty: 4405.459473
	Iteration 4Q: 3 clusters Score -545245.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -545321.562500 Penalty: 4405.459473
	Iteration 5Q: 3 clusters Score -545321.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -545381.375000 Penalty: 4405.459473
	Iteration 6Q: 3 clusters Score -545381.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -545433.687500 Penalty: 4405.459473
	Iteration 7Q: 3 clusters Score -545433.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -545482.562500 Penalty: 4405.459473
	Iteration 8Q: 3 clusters Score -545482.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -545536.312500 Penalty: 4405.459473
	Iteration 9Q: 3 clusters Score -545536.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -545598.375000 Penalty: 4405.459473
	Iteration 10Q: 3 clusters Score -545598.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -545650.875000 Penalty: 4405.459473
	Iteration 11Q: 3 clusters Score -545650.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -545701.937500 Penalty: 4405.459473
	Iteration 12Q: 3 clusters Score -545701.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -545751.875000 Penalty: 4405.459473
	Iteration 13Q: 3 clusters Score -545751.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -545800.562500 Penalty: 4405.459473
	Iteration 14Q: 3 clusters Score -545800.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -545863.687500 Penalty: 4405.459473
	Iteration 15Q: 3 clusters Score -545863.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -545943.000000 Penalty: 4405.459473
	Iteration 16Q: 3 clusters Score -545943 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -546035.187500 Penalty: 4405.459473
	Iteration 17Q: 3 clusters Score -546035.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -546141.562500 Penalty: 4405.459473
	Iteration 18Q: 3 clusters Score -546141.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -546248.437500 Penalty: 4405.459473
	Iteration 19Q: 3 clusters Score -546248.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -546371.437500 Penalty: 4405.459473
	Iteration 20F: 3 clusters Score -546371.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -546495.187500 Penalty: 4405.459473
	Iteration 21Q: 3 clusters Score -546495.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -546614.812500 Penalty: 4405.459473
	Iteration 22Q: 3 clusters Score -546614.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -546714.125000 Penalty: 4405.459473
	Iteration 23Q: 3 clusters Score -546714.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -546824.937500 Penalty: 4405.459473
	Iteration 24Q: 3 clusters Score -546824.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -546944.750000 Penalty: 4405.459473
	Iteration 25Q: 3 clusters Score -546944.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -547016.062500 Penalty: 4405.459473
	Iteration 26Q: 3 clusters Score -547016.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -547059.875000 Penalty: 4405.459473
	Iteration 27Q: 3 clusters Score -547059.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -547104.750000 Penalty: 4405.459473
	Iteration 28Q: 3 clusters Score -547104.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -547133.250000 Penalty: 4405.459473
	Iteration 29Q: 3 clusters Score -547133.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -547165.125000 Penalty: 4405.459473
	Iteration 30Q: 3 clusters Score -547165.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -547185.750000 Penalty: 4405.459473
	Iteration 31Q: 3 clusters Score -547185.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -547198.750000 Penalty: 4405.459473
	Iteration 32Q: 3 clusters Score -547198.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -547213.875000 Penalty: 4405.459473
	Iteration 33Q: 3 clusters Score -547213.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -547223.625000 Penalty: 4405.459473
	Iteration 34Q: 3 clusters Score -547223.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -547233.187500 Penalty: 4405.459473
	Iteration 35Q: 3 clusters Score -547233.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -547240.250000 Penalty: 4405.459473
	Iteration 36Q: 3 clusters Score -547240.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -547248.250000 Penalty: 4405.459473
	Iteration 37Q: 3 clusters Score -547248.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -547255.062500 Penalty: 4405.459473
	Iteration 38Q: 3 clusters Score -547255.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -547258.187500 Penalty: 4405.459473
	Iteration 39Q: 3 clusters Score -547258.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -547260.375000 Penalty: 4405.459473
	Iteration 40F: 3 clusters Score -547260.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -547262.687500 Penalty: 4405.459473
	Iteration 41Q: 3 clusters Score -547262.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -547264.000000 Penalty: 4405.459473
	Iteration 42Q: 3 clusters Score -547264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -547265.687500 Penalty: 4405.459473
	Iteration 43Q: 3 clusters Score -547265.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -547267.562500 Penalty: 4405.459473
	Iteration 44Q: 3 clusters Score -547267.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -547267.562500 Penalty: 4405.459473
	Iteration 45F: 3 clusters Score -547267.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Entering Unmasked Estep 
Score: -478045.375000 Penalty: 2173.640137
	Iteration 0F: 2 clusters Score -478045.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -472672.750000 Penalty: 4347.280273
	Iteration 0F: 3 clusters Score -472672.8 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -473937.468750 Penalty: 4347.280273
	Iteration 1F: 3 clusters Score -473937.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -474169.250000 Penalty: 4347.280273
	Iteration 2F: 3 clusters Score -474169.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -474343.312500 Penalty: 4347.280273
	Iteration 3F: 3 clusters Score -474343.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -474499.531250 Penalty: 4347.280273
	Iteration 4Q: 3 clusters Score -474499.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -474656.906250 Penalty: 4347.280273
	Iteration 5Q: 3 clusters Score -474656.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -474821.781250 Penalty: 4347.280273
	Iteration 6Q: 3 clusters Score -474821.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -475020.468750 Penalty: 4347.280273
	Iteration 7Q: 3 clusters Score -475020.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -475235.125000 Penalty: 4347.280273
	Iteration 8Q: 3 clusters Score -475235.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -475432.250000 Penalty: 4347.280273
	Iteration 9Q: 3 clusters Score -475432.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -475610.343750 Penalty: 4347.280273
	Iteration 10Q: 3 clusters Score -475610.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -475787.312500 Penalty: 4347.280273
	Iteration 11Q: 3 clusters Score -475787.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -475922.593750 Penalty: 4347.280273
	Iteration 12Q: 3 clusters Score -475922.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -476023.375000 Penalty: 4347.280273
	Iteration 13Q: 3 clusters Score -476023.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -476097.875000 Penalty: 4347.280273
	Iteration 14Q: 3 clusters Score -476097.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -476155.062500 Penalty: 4347.280273
	Iteration 15Q: 3 clusters Score -476155.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -476191.937500 Penalty: 4347.280273
	Iteration 16Q: 3 clusters Score -476191.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -476224.437500 Penalty: 4347.280273
	Iteration 17Q: 3 clusters Score -476224.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -476249.812500 Penalty: 4347.280273
	Iteration 18Q: 3 clusters Score -476249.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -476262.312500 Penalty: 4347.280273
	Iteration 19Q: 3 clusters Score -476262.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -476273.781250 Penalty: 4347.280273
	Iteration 20F: 3 clusters Score -476273.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -476283.593750 Penalty: 4347.280273
	Iteration 21Q: 3 clusters Score -476283.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -476292.375000 Penalty: 4347.280273
	Iteration 22Q: 3 clusters Score -476292.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -476299.718750 Penalty: 4347.280273
	Iteration 23Q: 3 clusters Score -476299.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -476305.281250 Penalty: 4347.280273
	Iteration 24Q: 3 clusters Score -476305.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -476310.375000 Penalty: 4347.280273
	Iteration 25Q: 3 clusters Score -476310.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -476315.437500 Penalty: 4347.280273
	Iteration 26Q: 3 clusters Score -476315.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -476317.843750 Penalty: 4347.280273
	Iteration 27Q: 3 clusters Score -476317.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -476321.375000 Penalty: 4347.280273
	Iteration 28Q: 3 clusters Score -476321.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -476325.781250 Penalty: 4347.280273
	Iteration 29Q: 3 clusters Score -476325.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -476328.250000 Penalty: 4347.280273
	Iteration 30Q: 3 clusters Score -476328.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -476332.062500 Penalty: 4347.280273
	Iteration 31Q: 3 clusters Score -476332.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -476339.812500 Penalty: 4347.280273
	Iteration 32Q: 3 clusters Score -476339.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -476344.312500 Penalty: 4347.280273
	Iteration 33Q: 3 clusters Score -476344.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -476347.031250 Penalty: 4347.280273
	Iteration 34Q: 3 clusters Score -476347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -476349.812500 Penalty: 4347.280273
	Iteration 35Q: 3 clusters Score -476349.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -476351.218750 Penalty: 4347.280273
	Iteration 36Q: 3 clusters Score -476351.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -476351.625000 Penalty: 4347.280273
	Iteration 37Q: 3 clusters Score -476351.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -476353.187500 Penalty: 4347.280273
	Iteration 38Q: 3 clusters Score -476353.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -476354.687500 Penalty: 4347.280273
	Iteration 39Q: 3 clusters Score -476354.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -476354.781250 Penalty: 4347.280273
	Iteration 40F: 3 clusters Score -476354.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -476355.906250 Penalty: 4347.280273
	Iteration 41Q: 3 clusters Score -476355.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -476356.750000 Penalty: 4347.280273
	Iteration 42Q: 3 clusters Score -476356.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -476359.031250 Penalty: 4347.280273
	Iteration 43Q: 3 clusters Score -476359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -476362.125000 Penalty: 4347.280273
	Iteration 44Q: 3 clusters Score -476362.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -476362.562500 Penalty: 4347.280273
	Iteration 45Q: 3 clusters Score -476362.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -476363.781250 Penalty: 4347.280273
	Iteration 46Q: 3 clusters Score -476363.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -476367.468750 Penalty: 4347.280273
	Iteration 47Q: 3 clusters Score -476367.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -476368.906250 Penalty: 4347.280273
	Iteration 48Q: 3 clusters Score -476368.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -476373.000000 Penalty: 4347.280273
	Iteration 49Q: 3 clusters Score -476373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -476372.625000 Penalty: 4347.280273
	Iteration 50Q: 3 clusters Score -476372.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -476374.718750 Penalty: 4347.280273
	Iteration 51Q: 3 clusters Score -476374.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -476377.937500 Penalty: 4347.280273
	Iteration 52Q: 3 clusters Score -476377.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -476382.281250 Penalty: 4347.280273
	Iteration 53Q: 3 clusters Score -476382.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -476384.843750 Penalty: 4347.280273
	Iteration 54Q: 3 clusters Score -476384.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -476389.531250 Penalty: 4347.280273
	Iteration 55Q: 3 clusters Score -476389.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -476396.156250 Penalty: 4347.280273
	Iteration 56Q: 3 clusters Score -476396.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -476404.062500 Penalty: 4347.280273
	Iteration 57Q: 3 clusters Score -476404.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -476410.531250 Penalty: 4347.280273
	Iteration 58Q: 3 clusters Score -476410.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -476414.406250 Penalty: 4347.280273
	Iteration 59Q: 3 clusters Score -476414.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -476415.156250 Penalty: 4347.280273
	Iteration 60F: 3 clusters Score -476415.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -476417.812500 Penalty: 4347.280273
	Iteration 61Q: 3 clusters Score -476417.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -476420.781250 Penalty: 4347.280273
	Iteration 62Q: 3 clusters Score -476420.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -476424.250000 Penalty: 4347.280273
	Iteration 63Q: 3 clusters Score -476424.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -476427.031250 Penalty: 4347.280273
	Iteration 64Q: 3 clusters Score -476427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -476431.500000 Penalty: 4347.280273
	Iteration 65Q: 3 clusters Score -476431.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -476435.906250 Penalty: 4347.280273
	Iteration 66Q: 3 clusters Score -476435.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -476445.250000 Penalty: 4347.280273
	Iteration 67Q: 3 clusters Score -476445.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -476460.750000 Penalty: 4347.280273
	Iteration 68Q: 3 clusters Score -476460.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -476478.968750 Penalty: 4347.280273
	Iteration 69Q: 3 clusters Score -476479 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -476498.218750 Penalty: 4347.280273
	Iteration 70Q: 3 clusters Score -476498.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -476509.968750 Penalty: 4347.280273
	Iteration 71Q: 3 clusters Score -476510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -476523.000000 Penalty: 4347.280273
	Iteration 72Q: 3 clusters Score -476523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -476534.687500 Penalty: 4347.280273
	Iteration 73Q: 3 clusters Score -476534.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -476543.750000 Penalty: 4347.280273
	Iteration 74Q: 3 clusters Score -476543.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -476550.687500 Penalty: 4347.280273
	Iteration 75Q: 3 clusters Score -476550.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -476556.031250 Penalty: 4347.280273
	Iteration 76Q: 3 clusters Score -476556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -476561.593750 Penalty: 4347.280273
	Iteration 77Q: 3 clusters Score -476561.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -476565.312500 Penalty: 4347.280273
	Iteration 78Q: 3 clusters Score -476565.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -476569.093750 Penalty: 4347.280273
	Iteration 79Q: 3 clusters Score -476569.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -476575.312500 Penalty: 4347.280273
	Iteration 80F: 3 clusters Score -476575.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -476580.312500 Penalty: 4347.280273
	Iteration 81Q: 3 clusters Score -476580.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -476586.750000 Penalty: 4347.280273
	Iteration 82Q: 3 clusters Score -476586.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -476593.218750 Penalty: 4347.280273
	Iteration 83Q: 3 clusters Score -476593.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -476598.437500 Penalty: 4347.280273
	Iteration 84Q: 3 clusters Score -476598.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -476602.906250 Penalty: 4347.280273
	Iteration 85Q: 3 clusters Score -476602.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -476606.937500 Penalty: 4347.280273
	Iteration 86Q: 3 clusters Score -476606.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -476611.093750 Penalty: 4347.280273
	Iteration 87Q: 3 clusters Score -476611.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -476614.156250 Penalty: 4347.280273
	Iteration 88Q: 3 clusters Score -476614.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -476617.656250 Penalty: 4347.280273
	Iteration 89Q: 3 clusters Score -476617.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -476618.468750 Penalty: 4347.280273
	Iteration 90Q: 3 clusters Score -476618.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -476619.500000 Penalty: 4347.280273
	Iteration 91Q: 3 clusters Score -476619.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -476619.843750 Penalty: 4347.280273
	Iteration 92Q: 3 clusters Score -476619.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -476620.781250 Penalty: 4347.280273
	Iteration 93Q: 3 clusters Score -476620.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -476621.781250 Penalty: 4347.280273
	Iteration 94Q: 3 clusters Score -476621.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -476621.781250 Penalty: 4347.280273
	Iteration 95F: 3 clusters Score -476621.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130147 members 
Entering Unmasked Estep 
Score: -9944137.000000 Penalty: 2920.552002
	Iteration 0F: 2 clusters Score -9944137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65009 members 
Mstep: Class 2 contains 65138 members 
Entering Unmasked Estep 
Score: -9857169.000000 Penalty: 5841.104004
	Iteration 0F: 3 clusters Score -9857169 nChanged 61804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63843 members 
Mstep: Class 2 contains 66304 members 
Entering Unmasked Estep 
Score: -9892861.000000 Penalty: 5841.104004
	Iteration 1F: 3 clusters Score -9892861 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63154 members 
Mstep: Class 2 contains 66993 members 
Entering Unmasked Estep 
Score: -9893537.000000 Penalty: 5841.104004
	Iteration 2Q: 3 clusters Score -9893537 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62170 members 
Mstep: Class 2 contains 67977 members 
Entering Unmasked Estep 
Score: -9894490.000000 Penalty: 5841.104004
	Iteration 3Q: 3 clusters Score -9894490 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 69291 members 
Entering Unmasked Estep 
Score: -9895604.000000 Penalty: 5841.104004
	Iteration 4Q: 3 clusters Score -9895604 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58934 members 
Mstep: Class 2 contains 71213 members 
Entering Unmasked Estep 
Score: -9896987.000000 Penalty: 5841.104004
	Iteration 5Q: 3 clusters Score -9896987 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56256 members 
Mstep: Class 2 contains 73891 members 
Entering Unmasked Estep 
Score: -9899028.000000 Penalty: 5841.104004
	Iteration 6Q: 3 clusters Score -9899028 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 77618 members 
Entering Unmasked Estep 
Score: -9901807.000000 Penalty: 5841.104004
	Iteration 7Q: 3 clusters Score -9901807 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 82637 members 
Entering Unmasked Estep 
Score: -9905627.000000 Penalty: 5841.104004
	Iteration 8Q: 3 clusters Score -9905627 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 88658 members 
Entering Unmasked Estep 
Score: -9910418.000000 Penalty: 5841.104004
	Iteration 9F: 3 clusters Score -9910418 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 95470 members 
Entering Unmasked Estep 
Score: -9915842.000000 Penalty: 5841.104004
	Iteration 10F: 3 clusters Score -9915842 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 102394 members 
Entering Unmasked Estep 
Score: -9921014.000000 Penalty: 5841.104004
	Iteration 11F: 3 clusters Score -9921014 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 108984 members 
Entering Unmasked Estep 
Score: -9925728.000000 Penalty: 5841.104004
	Iteration 12F: 3 clusters Score -9925728 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 114676 members 
Entering Unmasked Estep 
Score: -9929933.000000 Penalty: 5841.104004
	Iteration 13Q: 3 clusters Score -9929933 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 119629 members 
Entering Unmasked Estep 
Score: -9933716.000000 Penalty: 5841.104004
	Iteration 14Q: 3 clusters Score -9933716 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 123497 members 
Entering Unmasked Estep 
Score: -9936701.000000 Penalty: 5841.104004
	Iteration 15Q: 3 clusters Score -9936701 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 126178 members 
Entering Unmasked Estep 
Score: -9938850.000000 Penalty: 5841.104004
	Iteration 16Q: 3 clusters Score -9938850 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 127815 members 
Entering Unmasked Estep 
Score: -9940132.000000 Penalty: 5841.104004
	Iteration 17Q: 3 clusters Score -9940132 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 128632 members 
Entering Unmasked Estep 
Score: -9940773.000000 Penalty: 5841.104004
	Iteration 18Q: 3 clusters Score -9940773 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 129075 members 
Entering Unmasked Estep 
Score: -9941116.000000 Penalty: 5841.104004
	Iteration 19Q: 3 clusters Score -9941116 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 129301 members 
Entering Unmasked Estep 
Score: -9941278.000000 Penalty: 5841.104004
	Iteration 20F: 3 clusters Score -9941278 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 129415 members 
Entering Unmasked Estep 
Score: -9941365.000000 Penalty: 5841.104004
	Iteration 21Q: 3 clusters Score -9941365 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 129498 members 
Entering Unmasked Estep 
Score: -9941436.000000 Penalty: 5841.104004
	Iteration 22Q: 3 clusters Score -9941436 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 129547 members 
Entering Unmasked Estep 
Score: -9941478.000000 Penalty: 5841.104004
	Iteration 23Q: 3 clusters Score -9941478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 129576 members 
Entering Unmasked Estep 
Score: -9941499.000000 Penalty: 5841.104004
	Iteration 24Q: 3 clusters Score -9941499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 129598 members 
Entering Unmasked Estep 
Score: -9941531.000000 Penalty: 5841.104004
	Iteration 25Q: 3 clusters Score -9941531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 129611 members 
Entering Unmasked Estep 
Score: -9941553.000000 Penalty: 5841.104004
	Iteration 26Q: 3 clusters Score -9941553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 129619 members 
Entering Unmasked Estep 
Score: -9941562.000000 Penalty: 5841.104004
	Iteration 27Q: 3 clusters Score -9941562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 129627 members 
Entering Unmasked Estep 
Score: -9941568.000000 Penalty: 5841.104004
	Iteration 28Q: 3 clusters Score -9941568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 129632 members 
Entering Unmasked Estep 
Score: -9941577.000000 Penalty: 5841.104004
	Iteration 29Q: 3 clusters Score -9941577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 129639 members 
Entering Unmasked Estep 
Score: -9941582.000000 Penalty: 5841.104004
	Iteration 30Q: 3 clusters Score -9941582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 129647 members 
Entering Unmasked Estep 
Score: -9941583.000000 Penalty: 5841.104004
	Iteration 31Q: 3 clusters Score -9941583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 129654 members 
Entering Unmasked Estep 
Score: -9941578.000000 Penalty: 5841.104004
	Iteration 32Q: 3 clusters Score -9941578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 129660 members 
Entering Unmasked Estep 
Score: -9941587.000000 Penalty: 5841.104004
	Iteration 33Q: 3 clusters Score -9941587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 129663 members 
Entering Unmasked Estep 
Score: -9941593.000000 Penalty: 5841.104004
	Iteration 34Q: 3 clusters Score -9941593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 129664 members 
Entering Unmasked Estep 
Score: -9941597.000000 Penalty: 5841.104004
	Iteration 35Q: 3 clusters Score -9941597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 129663 members 
Entering Unmasked Estep 
Score: -9941597.000000 Penalty: 5841.104004
	Iteration 36Q: 3 clusters Score -9941597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 129664 members 
Entering Unmasked Estep 
Score: -9941591.000000 Penalty: 5841.104004
	Iteration 37Q: 3 clusters Score -9941591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 129665 members 
Entering Unmasked Estep 
Score: -9941583.000000 Penalty: 5841.104004
	Iteration 38Q: 3 clusters Score -9941583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 129666 members 
Entering Unmasked Estep 
Score: -9941584.000000 Penalty: 5841.104004
	Iteration 39Q: 3 clusters Score -9941584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 129667 members 
Entering Unmasked Estep 
Score: -9941592.000000 Penalty: 5841.104004
	Iteration 40F: 3 clusters Score -9941592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 129668 members 
Entering Unmasked Estep 
Score: -9941587.000000 Penalty: 5841.104004
	Iteration 41Q: 3 clusters Score -9941587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 129669 members 
Entering Unmasked Estep 
Score: -9941596.000000 Penalty: 5841.104004
	Iteration 42Q: 3 clusters Score -9941596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 129669 members 
Entering Unmasked Estep 
Score: -9941596.000000 Penalty: 5841.104004
	Iteration 43F: 3 clusters Score -9941596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Entering Unmasked Estep 
Score: -1623510.500000 Penalty: 2504.728760
	Iteration 0F: 2 clusters Score -1623510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1606765.625000 Penalty: 5009.457520
	Iteration 0F: 3 clusters Score -1606766 nChanged 10807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1612799.875000 Penalty: 5009.457520
	Iteration 1F: 3 clusters Score -1612800 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1613394.000000 Penalty: 5009.457520
	Iteration 2F: 3 clusters Score -1613394 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1613963.500000 Penalty: 5009.457520
	Iteration 3F: 3 clusters Score -1613964 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1614568.500000 Penalty: 5009.457520
	Iteration 4F: 3 clusters Score -1614568 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1615194.375000 Penalty: 5009.457520
	Iteration 5F: 3 clusters Score -1615194 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1615850.250000 Penalty: 5009.457520
	Iteration 6F: 3 clusters Score -1615850 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1616509.125000 Penalty: 5009.457520
	Iteration 7Q: 3 clusters Score -1616509 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -1617213.375000 Penalty: 5009.457520
	Iteration 8Q: 3 clusters Score -1617213 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -1617963.250000 Penalty: 5009.457520
	Iteration 9Q: 3 clusters Score -1617963 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -1618717.500000 Penalty: 5009.457520
	Iteration 10Q: 3 clusters Score -1618718 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -1619447.750000 Penalty: 5009.457520
	Iteration 11Q: 3 clusters Score -1619448 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -1620080.000000 Penalty: 5009.457520
	Iteration 12Q: 3 clusters Score -1620080 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -1620639.750000 Penalty: 5009.457520
	Iteration 13Q: 3 clusters Score -1620640 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -1621066.375000 Penalty: 5009.457520
	Iteration 14Q: 3 clusters Score -1621066 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -1621422.750000 Penalty: 5009.457520
	Iteration 15Q: 3 clusters Score -1621423 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -1621705.000000 Penalty: 5009.457520
	Iteration 16Q: 3 clusters Score -1621705 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -1621918.250000 Penalty: 5009.457520
	Iteration 17Q: 3 clusters Score -1621918 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -1622076.875000 Penalty: 5009.457520
	Iteration 18Q: 3 clusters Score -1622077 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -1622196.125000 Penalty: 5009.457520
	Iteration 19Q: 3 clusters Score -1622196 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -1622285.375000 Penalty: 5009.457520
	Iteration 20F: 3 clusters Score -1622285 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -1622352.250000 Penalty: 5009.457520
	Iteration 21Q: 3 clusters Score -1622352 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -1622382.875000 Penalty: 5009.457520
	Iteration 22Q: 3 clusters Score -1622383 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -1622412.500000 Penalty: 5009.457520
	Iteration 23Q: 3 clusters Score -1622412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -1622426.500000 Penalty: 5009.457520
	Iteration 24Q: 3 clusters Score -1622426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -1622438.000000 Penalty: 5009.457520
	Iteration 25Q: 3 clusters Score -1622438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -1622450.000000 Penalty: 5009.457520
	Iteration 26Q: 3 clusters Score -1622450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -1622453.625000 Penalty: 5009.457520
	Iteration 27Q: 3 clusters Score -1622454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -1622458.000000 Penalty: 5009.457520
	Iteration 28Q: 3 clusters Score -1622458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -1622462.875000 Penalty: 5009.457520
	Iteration 29Q: 3 clusters Score -1622463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -1622462.750000 Penalty: 5009.457520
	Iteration 30Q: 3 clusters Score -1622463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -1622464.250000 Penalty: 5009.457520
	Iteration 31Q: 3 clusters Score -1622464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -1622463.125000 Penalty: 5009.457520
	Iteration 32Q: 3 clusters Score -1622463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -1622465.750000 Penalty: 5009.457520
	Iteration 33Q: 3 clusters Score -1622466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -1622466.875000 Penalty: 5009.457520
	Iteration 34Q: 3 clusters Score -1622467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -1622471.000000 Penalty: 5009.457520
	Iteration 35Q: 3 clusters Score -1622471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -1622472.125000 Penalty: 5009.457520
	Iteration 36Q: 3 clusters Score -1622472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -1622474.125000 Penalty: 5009.457520
	Iteration 37Q: 3 clusters Score -1622474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -1622476.625000 Penalty: 5009.457520
	Iteration 38Q: 3 clusters Score -1622477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -1622477.000000 Penalty: 5009.457520
	Iteration 39Q: 3 clusters Score -1622477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -1622479.625000 Penalty: 5009.457520
	Iteration 40F: 3 clusters Score -1622480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -1622476.375000 Penalty: 5009.457520
	Iteration 41Q: 3 clusters Score -1622476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -1622476.375000 Penalty: 5009.457520
	Iteration 42Q: 3 clusters Score -1622476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -1622476.375000 Penalty: 5009.457520
	Iteration 43F: 3 clusters Score -1622476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Entering Unmasked Estep 
Score: -2031189.875000 Penalty: 2531.645508
	Iteration 0F: 2 clusters Score -2031190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2012419.125000 Penalty: 5063.291016
	Iteration 0F: 3 clusters Score -2012419 nChanged 12178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2018993.125000 Penalty: 5063.291016
	Iteration 1F: 3 clusters Score -2018993 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2019422.625000 Penalty: 5063.291016
	Iteration 2Q: 3 clusters Score -2019423 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2019781.750000 Penalty: 5063.291016
	Iteration 3Q: 3 clusters Score -2019782 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2020159.500000 Penalty: 5063.291016
	Iteration 4Q: 3 clusters Score -2020160 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -2020609.750000 Penalty: 5063.291016
	Iteration 5Q: 3 clusters Score -2020610 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2021102.625000 Penalty: 5063.291016
	Iteration 6Q: 3 clusters Score -2021103 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2021620.500000 Penalty: 5063.291016
	Iteration 7Q: 3 clusters Score -2021620 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2022159.000000 Penalty: 5063.291016
	Iteration 8Q: 3 clusters Score -2022159 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2022648.375000 Penalty: 5063.291016
	Iteration 9Q: 3 clusters Score -2022648 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2023178.875000 Penalty: 5063.291016
	Iteration 10Q: 3 clusters Score -2023179 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2023739.125000 Penalty: 5063.291016
	Iteration 11Q: 3 clusters Score -2023739 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2024211.875000 Penalty: 5063.291016
	Iteration 12Q: 3 clusters Score -2024212 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2024630.875000 Penalty: 5063.291016
	Iteration 13Q: 3 clusters Score -2024631 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2025008.875000 Penalty: 5063.291016
	Iteration 14Q: 3 clusters Score -2025009 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2025280.750000 Penalty: 5063.291016
	Iteration 15Q: 3 clusters Score -2025281 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2025477.625000 Penalty: 5063.291016
	Iteration 16Q: 3 clusters Score -2025478 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2025610.750000 Penalty: 5063.291016
	Iteration 17Q: 3 clusters Score -2025611 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2025716.000000 Penalty: 5063.291016
	Iteration 18Q: 3 clusters Score -2025716 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2025819.000000 Penalty: 5063.291016
	Iteration 19Q: 3 clusters Score -2025819 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2025910.000000 Penalty: 5063.291016
	Iteration 20F: 3 clusters Score -2025910 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2026003.250000 Penalty: 5063.291016
	Iteration 21Q: 3 clusters Score -2026003 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2026072.125000 Penalty: 5063.291016
	Iteration 22Q: 3 clusters Score -2026072 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2026134.500000 Penalty: 5063.291016
	Iteration 23Q: 3 clusters Score -2026134 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2026202.250000 Penalty: 5063.291016
	Iteration 24Q: 3 clusters Score -2026202 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2026299.375000 Penalty: 5063.291016
	Iteration 25Q: 3 clusters Score -2026299 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2026380.875000 Penalty: 5063.291016
	Iteration 26Q: 3 clusters Score -2026381 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2026470.875000 Penalty: 5063.291016
	Iteration 27Q: 3 clusters Score -2026471 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2026545.625000 Penalty: 5063.291016
	Iteration 28Q: 3 clusters Score -2026546 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2026646.250000 Penalty: 5063.291016
	Iteration 29Q: 3 clusters Score -2026646 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2026751.750000 Penalty: 5063.291016
	Iteration 30Q: 3 clusters Score -2026752 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2026844.875000 Penalty: 5063.291016
	Iteration 31Q: 3 clusters Score -2026845 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2026969.125000 Penalty: 5063.291016
	Iteration 32Q: 3 clusters Score -2026969 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2027110.750000 Penalty: 5063.291016
	Iteration 33Q: 3 clusters Score -2027111 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2027263.500000 Penalty: 5063.291016
	Iteration 34Q: 3 clusters Score -2027264 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2027468.000000 Penalty: 5063.291016
	Iteration 35Q: 3 clusters Score -2027468 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2027663.375000 Penalty: 5063.291016
	Iteration 36Q: 3 clusters Score -2027663 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2027908.125000 Penalty: 5063.291016
	Iteration 37Q: 3 clusters Score -2027908 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2028188.250000 Penalty: 5063.291016
	Iteration 38Q: 3 clusters Score -2028188 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2028470.375000 Penalty: 5063.291016
	Iteration 39Q: 3 clusters Score -2028470 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2028768.875000 Penalty: 5063.291016
	Iteration 40F: 3 clusters Score -2028769 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -2028997.375000 Penalty: 5063.291016
	Iteration 41Q: 3 clusters Score -2028997 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -2029146.125000 Penalty: 5063.291016
	Iteration 42Q: 3 clusters Score -2029146 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2029254.625000 Penalty: 5063.291016
	Iteration 43Q: 3 clusters Score -2029255 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2029353.250000 Penalty: 5063.291016
	Iteration 44Q: 3 clusters Score -2029353 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2029435.500000 Penalty: 5063.291016
	Iteration 45Q: 3 clusters Score -2029436 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2029498.250000 Penalty: 5063.291016
	Iteration 46Q: 3 clusters Score -2029498 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2029549.125000 Penalty: 5063.291016
	Iteration 47Q: 3 clusters Score -2029549 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2029587.625000 Penalty: 5063.291016
	Iteration 48Q: 3 clusters Score -2029588 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2029606.375000 Penalty: 5063.291016
	Iteration 49Q: 3 clusters Score -2029606 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2029626.625000 Penalty: 5063.291016
	Iteration 50Q: 3 clusters Score -2029627 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2029642.375000 Penalty: 5063.291016
	Iteration 51Q: 3 clusters Score -2029642 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2029648.750000 Penalty: 5063.291016
	Iteration 52Q: 3 clusters Score -2029649 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2029661.875000 Penalty: 5063.291016
	Iteration 53Q: 3 clusters Score -2029662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2029663.750000 Penalty: 5063.291016
	Iteration 54Q: 3 clusters Score -2029664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2029669.375000 Penalty: 5063.291016
	Iteration 55Q: 3 clusters Score -2029669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2029671.000000 Penalty: 5063.291016
	Iteration 56Q: 3 clusters Score -2029671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2029670.250000 Penalty: 5063.291016
	Iteration 57Q: 3 clusters Score -2029670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2029669.125000 Penalty: 5063.291016
	Iteration 58Q: 3 clusters Score -2029669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2029671.375000 Penalty: 5063.291016
	Iteration 59Q: 3 clusters Score -2029671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2029674.000000 Penalty: 5063.291016
	Iteration 60F: 3 clusters Score -2029674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2029677.625000 Penalty: 5063.291016
	Iteration 61Q: 3 clusters Score -2029678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2029674.875000 Penalty: 5063.291016
	Iteration 62Q: 3 clusters Score -2029675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2029674.250000 Penalty: 5063.291016
	Iteration 63Q: 3 clusters Score -2029674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2029675.125000 Penalty: 5063.291016
	Iteration 64Q: 3 clusters Score -2029675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2029675.375000 Penalty: 5063.291016
	Iteration 65Q: 3 clusters Score -2029675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2029675.500000 Penalty: 5063.291016
	Iteration 66Q: 3 clusters Score -2029676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2029674.125000 Penalty: 5063.291016
	Iteration 67Q: 3 clusters Score -2029674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2029676.125000 Penalty: 5063.291016
	Iteration 68Q: 3 clusters Score -2029676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2029677.250000 Penalty: 5063.291016
	Iteration 69Q: 3 clusters Score -2029677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2029681.000000 Penalty: 5063.291016
	Iteration 70Q: 3 clusters Score -2029681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2029680.375000 Penalty: 5063.291016
	Iteration 71Q: 3 clusters Score -2029680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2029679.250000 Penalty: 5063.291016
	Iteration 72Q: 3 clusters Score -2029679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2029676.125000 Penalty: 5063.291016
	Iteration 73Q: 3 clusters Score -2029676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2029679.000000 Penalty: 5063.291016
	Iteration 74Q: 3 clusters Score -2029679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2029679.000000 Penalty: 5063.291016
	Iteration 75F: 3 clusters Score -2029679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -179270.156250 Penalty: 1953.876465
	Iteration 0F: 2 clusters Score -179270.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -176233.625000 Penalty: 3907.752930
	Iteration 0F: 3 clusters Score -176233.6 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -177112.062500 Penalty: 3907.752930
	Iteration 1F: 3 clusters Score -177112.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -177559.343750 Penalty: 3907.752930
	Iteration 2F: 3 clusters Score -177559.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -177895.828125 Penalty: 3907.752930
	Iteration 3F: 3 clusters Score -177895.8 nChanged 177
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: -178173.031250 Penalty: 3907.752930
	Iteration 4F: 3 clusters Score -178173 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -178356.734375 Penalty: 3907.752930
	Iteration 5Q: 3 clusters Score -178356.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -178486.312500 Penalty: 3907.752930
	Iteration 6Q: 3 clusters Score -178486.3 nChanged 66
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: -178550.156250 Penalty: 3907.752930
	Iteration 7Q: 3 clusters Score -178550.2 nChanged 53
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: -178596.828125 Penalty: 3907.752930
	Iteration 8Q: 3 clusters Score -178596.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -178632.640625 Penalty: 3907.752930
	Iteration 9Q: 3 clusters Score -178632.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -178652.234375 Penalty: 3907.752930
	Iteration 10Q: 3 clusters Score -178652.2 nChanged 20
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: -178668.203125 Penalty: 3907.752930
	Iteration 11Q: 3 clusters Score -178668.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -178679.093750 Penalty: 3907.752930
	Iteration 12Q: 3 clusters Score -178679.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -178685.625000 Penalty: 3907.752930
	Iteration 13Q: 3 clusters Score -178685.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -178691.843750 Penalty: 3907.752930
	Iteration 14Q: 3 clusters Score -178691.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -178696.265625 Penalty: 3907.752930
	Iteration 15Q: 3 clusters Score -178696.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -178697.109375 Penalty: 3907.752930
	Iteration 16Q: 3 clusters Score -178697.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -178697.109375 Penalty: 3907.752930
	Iteration 17F: 3 clusters Score -178697.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Entering Unmasked Estep 
Score: -854033.062500 Penalty: 2312.911133
	Iteration 0F: 2 clusters Score -854033.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -845602.062500 Penalty: 4625.822266
	Iteration 0F: 3 clusters Score -845602.1 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -848167.625000 Penalty: 4625.822266
	Iteration 1F: 3 clusters Score -848167.6 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -848485.375000 Penalty: 4625.822266
	Iteration 2F: 3 clusters Score -848485.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -848668.125000 Penalty: 4625.822266
	Iteration 3Q: 3 clusters Score -848668.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -848807.375000 Penalty: 4625.822266
	Iteration 4Q: 3 clusters Score -848807.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -848903.125000 Penalty: 4625.822266
	Iteration 5Q: 3 clusters Score -848903.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -848972.562500 Penalty: 4625.822266
	Iteration 6Q: 3 clusters Score -848972.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -849035.625000 Penalty: 4625.822266
	Iteration 7Q: 3 clusters Score -849035.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -849079.312500 Penalty: 4625.822266
	Iteration 8Q: 3 clusters Score -849079.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -849119.375000 Penalty: 4625.822266
	Iteration 9Q: 3 clusters Score -849119.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -849152.437500 Penalty: 4625.822266
	Iteration 10Q: 3 clusters Score -849152.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -849178.687500 Penalty: 4625.822266
	Iteration 11Q: 3 clusters Score -849178.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -849206.125000 Penalty: 4625.822266
	Iteration 12Q: 3 clusters Score -849206.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -849232.062500 Penalty: 4625.822266
	Iteration 13Q: 3 clusters Score -849232.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -849259.312500 Penalty: 4625.822266
	Iteration 14Q: 3 clusters Score -849259.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -849282.687500 Penalty: 4625.822266
	Iteration 15Q: 3 clusters Score -849282.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -849303.000000 Penalty: 4625.822266
	Iteration 16Q: 3 clusters Score -849303 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -849319.437500 Penalty: 4625.822266
	Iteration 17Q: 3 clusters Score -849319.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -849339.125000 Penalty: 4625.822266
	Iteration 18Q: 3 clusters Score -849339.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -849350.375000 Penalty: 4625.822266
	Iteration 19Q: 3 clusters Score -849350.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -849370.875000 Penalty: 4625.822266
	Iteration 20F: 3 clusters Score -849370.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -849390.812500 Penalty: 4625.822266
	Iteration 21Q: 3 clusters Score -849390.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -849408.687500 Penalty: 4625.822266
	Iteration 22Q: 3 clusters Score -849408.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -849435.562500 Penalty: 4625.822266
	Iteration 23Q: 3 clusters Score -849435.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -849463.625000 Penalty: 4625.822266
	Iteration 24Q: 3 clusters Score -849463.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -849495.812500 Penalty: 4625.822266
	Iteration 25Q: 3 clusters Score -849495.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -849529.312500 Penalty: 4625.822266
	Iteration 26Q: 3 clusters Score -849529.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -849570.187500 Penalty: 4625.822266
	Iteration 27Q: 3 clusters Score -849570.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -849620.375000 Penalty: 4625.822266
	Iteration 28Q: 3 clusters Score -849620.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -849674.687500 Penalty: 4625.822266
	Iteration 29Q: 3 clusters Score -849674.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -849735.875000 Penalty: 4625.822266
	Iteration 30Q: 3 clusters Score -849735.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -849828.937500 Penalty: 4625.822266
	Iteration 31Q: 3 clusters Score -849828.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -849961.062500 Penalty: 4625.822266
	Iteration 32Q: 3 clusters Score -849961.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -850118.562500 Penalty: 4625.822266
	Iteration 33Q: 3 clusters Score -850118.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -850277.000000 Penalty: 4625.822266
	Iteration 34Q: 3 clusters Score -850277 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -850429.187500 Penalty: 4625.822266
	Iteration 35Q: 3 clusters Score -850429.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -850575.625000 Penalty: 4625.822266
	Iteration 36Q: 3 clusters Score -850575.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -850735.312500 Penalty: 4625.822266
	Iteration 37Q: 3 clusters Score -850735.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -850890.250000 Penalty: 4625.822266
	Iteration 38Q: 3 clusters Score -850890.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -851063.937500 Penalty: 4625.822266
	Iteration 39Q: 3 clusters Score -851063.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -851210.937500 Penalty: 4625.822266
	Iteration 40F: 3 clusters Score -851210.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -851350.000000 Penalty: 4625.822266
	Iteration 41Q: 3 clusters Score -851350 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -851456.750000 Penalty: 4625.822266
	Iteration 42Q: 3 clusters Score -851456.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -851523.687500 Penalty: 4625.822266
	Iteration 43Q: 3 clusters Score -851523.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -851582.000000 Penalty: 4625.822266
	Iteration 44Q: 3 clusters Score -851582 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -851621.250000 Penalty: 4625.822266
	Iteration 45Q: 3 clusters Score -851621.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -851659.750000 Penalty: 4625.822266
	Iteration 46Q: 3 clusters Score -851659.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -851688.812500 Penalty: 4625.822266
	Iteration 47Q: 3 clusters Score -851688.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -851710.562500 Penalty: 4625.822266
	Iteration 48Q: 3 clusters Score -851710.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -851734.625000 Penalty: 4625.822266
	Iteration 49Q: 3 clusters Score -851734.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -851749.312500 Penalty: 4625.822266
	Iteration 50Q: 3 clusters Score -851749.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -851764.062500 Penalty: 4625.822266
	Iteration 51Q: 3 clusters Score -851764.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -851779.750000 Penalty: 4625.822266
	Iteration 52Q: 3 clusters Score -851779.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -851793.562500 Penalty: 4625.822266
	Iteration 53Q: 3 clusters Score -851793.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -851804.250000 Penalty: 4625.822266
	Iteration 54Q: 3 clusters Score -851804.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -851814.812500 Penalty: 4625.822266
	Iteration 55Q: 3 clusters Score -851814.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -851822.687500 Penalty: 4625.822266
	Iteration 56Q: 3 clusters Score -851822.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -851828.812500 Penalty: 4625.822266
	Iteration 57Q: 3 clusters Score -851828.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -851840.125000 Penalty: 4625.822266
	Iteration 58Q: 3 clusters Score -851840.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -851852.687500 Penalty: 4625.822266
	Iteration 59Q: 3 clusters Score -851852.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -851869.687500 Penalty: 4625.822266
	Iteration 60F: 3 clusters Score -851869.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -851882.562500 Penalty: 4625.822266
	Iteration 61Q: 3 clusters Score -851882.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -851892.375000 Penalty: 4625.822266
	Iteration 62Q: 3 clusters Score -851892.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -851912.437500 Penalty: 4625.822266
	Iteration 63Q: 3 clusters Score -851912.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -851924.437500 Penalty: 4625.822266
	Iteration 64Q: 3 clusters Score -851924.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -851937.812500 Penalty: 4625.822266
	Iteration 65Q: 3 clusters Score -851937.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -851946.437500 Penalty: 4625.822266
	Iteration 66Q: 3 clusters Score -851946.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -851955.937500 Penalty: 4625.822266
	Iteration 67Q: 3 clusters Score -851955.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -851963.187500 Penalty: 4625.822266
	Iteration 68Q: 3 clusters Score -851963.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -851975.375000 Penalty: 4625.822266
	Iteration 69Q: 3 clusters Score -851975.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -851985.562500 Penalty: 4625.822266
	Iteration 70Q: 3 clusters Score -851985.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -851993.562500 Penalty: 4625.822266
	Iteration 71Q: 3 clusters Score -851993.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -852000.625000 Penalty: 4625.822266
	Iteration 72Q: 3 clusters Score -852000.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -852006.812500 Penalty: 4625.822266
	Iteration 73Q: 3 clusters Score -852006.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -852010.375000 Penalty: 4625.822266
	Iteration 74Q: 3 clusters Score -852010.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -852018.562500 Penalty: 4625.822266
	Iteration 75Q: 3 clusters Score -852018.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -852025.312500 Penalty: 4625.822266
	Iteration 76Q: 3 clusters Score -852025.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -852030.437500 Penalty: 4625.822266
	Iteration 77Q: 3 clusters Score -852030.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -852032.937500 Penalty: 4625.822266
	Iteration 78Q: 3 clusters Score -852032.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -852039.375000 Penalty: 4625.822266
	Iteration 79Q: 3 clusters Score -852039.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -852041.500000 Penalty: 4625.822266
	Iteration 80F: 3 clusters Score -852041.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -852045.187500 Penalty: 4625.822266
	Iteration 81Q: 3 clusters Score -852045.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -852046.875000 Penalty: 4625.822266
	Iteration 82Q: 3 clusters Score -852046.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -852049.187500 Penalty: 4625.822266
	Iteration 83Q: 3 clusters Score -852049.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -852055.437500 Penalty: 4625.822266
	Iteration 84Q: 3 clusters Score -852055.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -852056.875000 Penalty: 4625.822266
	Iteration 85Q: 3 clusters Score -852056.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -852059.812500 Penalty: 4625.822266
	Iteration 86Q: 3 clusters Score -852059.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -852059.812500 Penalty: 4625.822266
	Iteration 87F: 3 clusters Score -852059.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Entering Unmasked Estep 
Score: -258273.156250 Penalty: 2053.176270
	Iteration 0F: 2 clusters Score -258273.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -254424.468750 Penalty: 4106.352539
	Iteration 0F: 3 clusters Score -254424.5 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -255371.406250 Penalty: 4106.352539
	Iteration 1F: 3 clusters Score -255371.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -255678.250000 Penalty: 4106.352539
	Iteration 2F: 3 clusters Score -255678.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -255979.453125 Penalty: 4106.352539
	Iteration 3F: 3 clusters Score -255979.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -256229.968750 Penalty: 4106.352539
	Iteration 4F: 3 clusters Score -256230 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -256445.375000 Penalty: 4106.352539
	Iteration 5F: 3 clusters Score -256445.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -256592.750000 Penalty: 4106.352539
	Iteration 6Q: 3 clusters Score -256592.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -256732.593750 Penalty: 4106.352539
	Iteration 7Q: 3 clusters Score -256732.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -256842.296875 Penalty: 4106.352539
	Iteration 8Q: 3 clusters Score -256842.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -256930.359375 Penalty: 4106.352539
	Iteration 9Q: 3 clusters Score -256930.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -257007.953125 Penalty: 4106.352539
	Iteration 10Q: 3 clusters Score -257008 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -257072.796875 Penalty: 4106.352539
	Iteration 11Q: 3 clusters Score -257072.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -257106.890625 Penalty: 4106.352539
	Iteration 12Q: 3 clusters Score -257106.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -257127.546875 Penalty: 4106.352539
	Iteration 13Q: 3 clusters Score -257127.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -257142.203125 Penalty: 4106.352539
	Iteration 14Q: 3 clusters Score -257142.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -257152.046875 Penalty: 4106.352539
	Iteration 15Q: 3 clusters Score -257152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -257160.843750 Penalty: 4106.352539
	Iteration 16Q: 3 clusters Score -257160.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -257164.437500 Penalty: 4106.352539
	Iteration 17Q: 3 clusters Score -257164.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -257168.937500 Penalty: 4106.352539
	Iteration 18Q: 3 clusters Score -257168.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -257170.843750 Penalty: 4106.352539
	Iteration 19Q: 3 clusters Score -257170.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -257172.546875 Penalty: 4106.352539
	Iteration 20F: 3 clusters Score -257172.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -257173.687500 Penalty: 4106.352539
	Iteration 21Q: 3 clusters Score -257173.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -257175.187500 Penalty: 4106.352539
	Iteration 22Q: 3 clusters Score -257175.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -257175.187500 Penalty: 4106.352539
	Iteration 23F: 3 clusters Score -257175.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Entering Unmasked Estep 
Score: -936045.000000 Penalty: 2332.338379
	Iteration 0F: 2 clusters Score -936045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -926866.625000 Penalty: 4664.676758
	Iteration 0F: 3 clusters Score -926866.6 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -929856.187500 Penalty: 4664.676758
	Iteration 1F: 3 clusters Score -929856.2 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -930283.687500 Penalty: 4664.676758
	Iteration 2F: 3 clusters Score -930283.7 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -930674.187500 Penalty: 4664.676758
	Iteration 3F: 3 clusters Score -930674.2 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -931065.250000 Penalty: 4664.676758
	Iteration 4F: 3 clusters Score -931065.2 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -931424.312500 Penalty: 4664.676758
	Iteration 5F: 3 clusters Score -931424.3 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -931758.312500 Penalty: 4664.676758
	Iteration 6Q: 3 clusters Score -931758.3 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -932044.125000 Penalty: 4664.676758
	Iteration 7Q: 3 clusters Score -932044.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -932246.062500 Penalty: 4664.676758
	Iteration 8Q: 3 clusters Score -932246.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -932410.812500 Penalty: 4664.676758
	Iteration 9Q: 3 clusters Score -932410.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -932557.062500 Penalty: 4664.676758
	Iteration 10Q: 3 clusters Score -932557.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -932709.500000 Penalty: 4664.676758
	Iteration 11Q: 3 clusters Score -932709.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -932836.750000 Penalty: 4664.676758
	Iteration 12Q: 3 clusters Score -932836.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -932971.250000 Penalty: 4664.676758
	Iteration 13Q: 3 clusters Score -932971.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -933083.875000 Penalty: 4664.676758
	Iteration 14Q: 3 clusters Score -933083.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -933160.937500 Penalty: 4664.676758
	Iteration 15Q: 3 clusters Score -933160.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -933213.187500 Penalty: 4664.676758
	Iteration 16Q: 3 clusters Score -933213.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -933255.500000 Penalty: 4664.676758
	Iteration 17Q: 3 clusters Score -933255.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -933289.125000 Penalty: 4664.676758
	Iteration 18Q: 3 clusters Score -933289.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -933310.000000 Penalty: 4664.676758
	Iteration 19Q: 3 clusters Score -933310 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -933323.562500 Penalty: 4664.676758
	Iteration 20F: 3 clusters Score -933323.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -933337.062500 Penalty: 4664.676758
	Iteration 21Q: 3 clusters Score -933337.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -933350.437500 Penalty: 4664.676758
	Iteration 22Q: 3 clusters Score -933350.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -933363.625000 Penalty: 4664.676758
	Iteration 23Q: 3 clusters Score -933363.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -933375.187500 Penalty: 4664.676758
	Iteration 24Q: 3 clusters Score -933375.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -933384.187500 Penalty: 4664.676758
	Iteration 25Q: 3 clusters Score -933384.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -933393.437500 Penalty: 4664.676758
	Iteration 26Q: 3 clusters Score -933393.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -933398.312500 Penalty: 4664.676758
	Iteration 27Q: 3 clusters Score -933398.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -933404.500000 Penalty: 4664.676758
	Iteration 28Q: 3 clusters Score -933404.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -933412.125000 Penalty: 4664.676758
	Iteration 29Q: 3 clusters Score -933412.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -933417.312500 Penalty: 4664.676758
	Iteration 30Q: 3 clusters Score -933417.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -933422.687500 Penalty: 4664.676758
	Iteration 31Q: 3 clusters Score -933422.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -933426.312500 Penalty: 4664.676758
	Iteration 32Q: 3 clusters Score -933426.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -933432.750000 Penalty: 4664.676758
	Iteration 33Q: 3 clusters Score -933432.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -933439.812500 Penalty: 4664.676758
	Iteration 34Q: 3 clusters Score -933439.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -933452.187500 Penalty: 4664.676758
	Iteration 35Q: 3 clusters Score -933452.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -933458.875000 Penalty: 4664.676758
	Iteration 36Q: 3 clusters Score -933458.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -933472.187500 Penalty: 4664.676758
	Iteration 37Q: 3 clusters Score -933472.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -933486.312500 Penalty: 4664.676758
	Iteration 38Q: 3 clusters Score -933486.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -933501.437500 Penalty: 4664.676758
	Iteration 39Q: 3 clusters Score -933501.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -933510.125000 Penalty: 4664.676758
	Iteration 40F: 3 clusters Score -933510.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -933521.125000 Penalty: 4664.676758
	Iteration 41Q: 3 clusters Score -933521.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -933532.375000 Penalty: 4664.676758
	Iteration 42Q: 3 clusters Score -933532.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -933540.812500 Penalty: 4664.676758
	Iteration 43Q: 3 clusters Score -933540.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -933546.687500 Penalty: 4664.676758
	Iteration 44Q: 3 clusters Score -933546.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -933556.812500 Penalty: 4664.676758
	Iteration 45Q: 3 clusters Score -933556.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -933565.812500 Penalty: 4664.676758
	Iteration 46Q: 3 clusters Score -933565.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -933577.125000 Penalty: 4664.676758
	Iteration 47Q: 3 clusters Score -933577.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -933589.312500 Penalty: 4664.676758
	Iteration 48Q: 3 clusters Score -933589.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -933603.875000 Penalty: 4664.676758
	Iteration 49Q: 3 clusters Score -933603.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -933629.000000 Penalty: 4664.676758
	Iteration 50Q: 3 clusters Score -933629 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -933648.687500 Penalty: 4664.676758
	Iteration 51Q: 3 clusters Score -933648.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -933671.500000 Penalty: 4664.676758
	Iteration 52Q: 3 clusters Score -933671.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -933695.625000 Penalty: 4664.676758
	Iteration 53Q: 3 clusters Score -933695.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -933726.187500 Penalty: 4664.676758
	Iteration 54Q: 3 clusters Score -933726.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -933760.000000 Penalty: 4664.676758
	Iteration 55Q: 3 clusters Score -933760 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -933788.687500 Penalty: 4664.676758
	Iteration 56Q: 3 clusters Score -933788.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -933830.125000 Penalty: 4664.676758
	Iteration 57Q: 3 clusters Score -933830.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -933884.125000 Penalty: 4664.676758
	Iteration 58Q: 3 clusters Score -933884.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -933945.312500 Penalty: 4664.676758
	Iteration 59Q: 3 clusters Score -933945.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -933997.000000 Penalty: 4664.676758
	Iteration 60F: 3 clusters Score -933997 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -934055.437500 Penalty: 4664.676758
	Iteration 61Q: 3 clusters Score -934055.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -934122.250000 Penalty: 4664.676758
	Iteration 62Q: 3 clusters Score -934122.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -934206.937500 Penalty: 4664.676758
	Iteration 63Q: 3 clusters Score -934206.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -934292.500000 Penalty: 4664.676758
	Iteration 64Q: 3 clusters Score -934292.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -934377.125000 Penalty: 4664.676758
	Iteration 65Q: 3 clusters Score -934377.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -934467.875000 Penalty: 4664.676758
	Iteration 66Q: 3 clusters Score -934467.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -934555.437500 Penalty: 4664.676758
	Iteration 67Q: 3 clusters Score -934555.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -934631.562500 Penalty: 4664.676758
	Iteration 68Q: 3 clusters Score -934631.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -934685.000000 Penalty: 4664.676758
	Iteration 69Q: 3 clusters Score -934685 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -934726.375000 Penalty: 4664.676758
	Iteration 70Q: 3 clusters Score -934726.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -934762.750000 Penalty: 4664.676758
	Iteration 71Q: 3 clusters Score -934762.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -934787.625000 Penalty: 4664.676758
	Iteration 72Q: 3 clusters Score -934787.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -934796.937500 Penalty: 4664.676758
	Iteration 73Q: 3 clusters Score -934796.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -934803.687500 Penalty: 4664.676758
	Iteration 74Q: 3 clusters Score -934803.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -934811.625000 Penalty: 4664.676758
	Iteration 75Q: 3 clusters Score -934811.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -934813.875000 Penalty: 4664.676758
	Iteration 76Q: 3 clusters Score -934813.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -934818.625000 Penalty: 4664.676758
	Iteration 77Q: 3 clusters Score -934818.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -934817.312500 Penalty: 4664.676758
	Iteration 78Q: 3 clusters Score -934817.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -934818.875000 Penalty: 4664.676758
	Iteration 79Q: 3 clusters Score -934818.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -934817.875000 Penalty: 4664.676758
	Iteration 80F: 3 clusters Score -934817.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -934818.125000 Penalty: 4664.676758
	Iteration 81Q: 3 clusters Score -934818.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -934818.750000 Penalty: 4664.676758
	Iteration 82Q: 3 clusters Score -934818.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -934818.312500 Penalty: 4664.676758
	Iteration 83Q: 3 clusters Score -934818.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -934818.312500 Penalty: 4664.676758
	Iteration 84F: 3 clusters Score -934818.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Entering Unmasked Estep 
Score: -785610.125000 Penalty: 2303.480225
	Iteration 0F: 2 clusters Score -785610.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -777420.062500 Penalty: 4606.960449
	Iteration 0F: 3 clusters Score -777420.1 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -780091.187500 Penalty: 4606.960449
	Iteration 1F: 3 clusters Score -780091.2 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -780686.875000 Penalty: 4606.960449
	Iteration 2F: 3 clusters Score -780686.9 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -781209.312500 Penalty: 4606.960449
	Iteration 3F: 3 clusters Score -781209.3 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -781630.062500 Penalty: 4606.960449
	Iteration 4F: 3 clusters Score -781630.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -781996.437500 Penalty: 4606.960449
	Iteration 5F: 3 clusters Score -781996.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -782290.937500 Penalty: 4606.960449
	Iteration 6Q: 3 clusters Score -782290.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -782535.437500 Penalty: 4606.960449
	Iteration 7Q: 3 clusters Score -782535.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -782721.062500 Penalty: 4606.960449
	Iteration 8Q: 3 clusters Score -782721.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -782844.187500 Penalty: 4606.960449
	Iteration 9Q: 3 clusters Score -782844.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -782948.375000 Penalty: 4606.960449
	Iteration 10Q: 3 clusters Score -782948.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -783051.625000 Penalty: 4606.960449
	Iteration 11Q: 3 clusters Score -783051.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -783159.062500 Penalty: 4606.960449
	Iteration 12Q: 3 clusters Score -783159.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -783238.187500 Penalty: 4606.960449
	Iteration 13Q: 3 clusters Score -783238.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -783321.187500 Penalty: 4606.960449
	Iteration 14Q: 3 clusters Score -783321.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -783403.437500 Penalty: 4606.960449
	Iteration 15Q: 3 clusters Score -783403.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -783511.937500 Penalty: 4606.960449
	Iteration 16Q: 3 clusters Score -783511.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -783610.812500 Penalty: 4606.960449
	Iteration 17Q: 3 clusters Score -783610.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -783684.500000 Penalty: 4606.960449
	Iteration 18Q: 3 clusters Score -783684.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -783745.000000 Penalty: 4606.960449
	Iteration 19Q: 3 clusters Score -783745 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -783782.500000 Penalty: 4606.960449
	Iteration 20F: 3 clusters Score -783782.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -783802.000000 Penalty: 4606.960449
	Iteration 21Q: 3 clusters Score -783802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -783817.375000 Penalty: 4606.960449
	Iteration 22Q: 3 clusters Score -783817.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -783830.937500 Penalty: 4606.960449
	Iteration 23Q: 3 clusters Score -783830.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -783842.312500 Penalty: 4606.960449
	Iteration 24Q: 3 clusters Score -783842.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -783848.812500 Penalty: 4606.960449
	Iteration 25Q: 3 clusters Score -783848.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -783858.312500 Penalty: 4606.960449
	Iteration 26Q: 3 clusters Score -783858.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -783867.500000 Penalty: 4606.960449
	Iteration 27Q: 3 clusters Score -783867.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -783874.000000 Penalty: 4606.960449
	Iteration 28Q: 3 clusters Score -783874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -783880.062500 Penalty: 4606.960449
	Iteration 29Q: 3 clusters Score -783880.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -783881.875000 Penalty: 4606.960449
	Iteration 30Q: 3 clusters Score -783881.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -783885.062500 Penalty: 4606.960449
	Iteration 31Q: 3 clusters Score -783885.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -783885.875000 Penalty: 4606.960449
	Iteration 32Q: 3 clusters Score -783885.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -783887.875000 Penalty: 4606.960449
	Iteration 33Q: 3 clusters Score -783887.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -783887.687500 Penalty: 4606.960449
	Iteration 34Q: 3 clusters Score -783887.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -783887.687500 Penalty: 4606.960449
	Iteration 35F: 3 clusters Score -783887.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -64546.382812 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -64546.38 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 473 members 
Entering Unmasked Estep 
Score: -62672.191406 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -62672.19 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -62975.035156 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -62975.04 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -63067.414062 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -63067.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -63125.421875 Penalty: 3399.759766
	Iteration 3Q: 3 clusters Score -63125.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -63188.464844 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -63188.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -63227.500000 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -63227.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -63258.089844 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -63258.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -63283.972656 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -63283.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -63329.839844 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -63329.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -63373.121094 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -63373.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -63414.031250 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -63414.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -63440.382812 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -63440.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -63461.531250 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -63461.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -63472.410156 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -63472.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -63475.488281 Penalty: 3399.759766
	Iteration 14Q: 3 clusters Score -63475.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -63476.808594 Penalty: 3399.759766
	Iteration 15Q: 3 clusters Score -63476.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -63476.808594 Penalty: 3399.759766
	Iteration 16F: 3 clusters Score -63476.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Entering Unmasked Estep 
Score: -950094.562500 Penalty: 2345.618164
	Iteration 0F: 2 clusters Score -950094.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -940571.625000 Penalty: 4691.236328
	Iteration 0F: 3 clusters Score -940571.6 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -943397.312500 Penalty: 4691.236328
	Iteration 1F: 3 clusters Score -943397.3 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -943767.687500 Penalty: 4691.236328
	Iteration 2F: 3 clusters Score -943767.7 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -944071.562500 Penalty: 4691.236328
	Iteration 3F: 3 clusters Score -944071.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -944367.625000 Penalty: 4691.236328
	Iteration 4Q: 3 clusters Score -944367.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -944703.250000 Penalty: 4691.236328
	Iteration 5Q: 3 clusters Score -944703.2 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -945112.312500 Penalty: 4691.236328
	Iteration 6Q: 3 clusters Score -945112.3 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -945589.687500 Penalty: 4691.236328
	Iteration 7F: 3 clusters Score -945589.7 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -946193.937500 Penalty: 4691.236328
	Iteration 8F: 3 clusters Score -946193.9 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -946791.000000 Penalty: 4691.236328
	Iteration 9F: 3 clusters Score -946791 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -947290.750000 Penalty: 4691.236328
	Iteration 10Q: 3 clusters Score -947290.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -947639.000000 Penalty: 4691.236328
	Iteration 11Q: 3 clusters Score -947639 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -947876.312500 Penalty: 4691.236328
	Iteration 12Q: 3 clusters Score -947876.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -948004.875000 Penalty: 4691.236328
	Iteration 13Q: 3 clusters Score -948004.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -948066.500000 Penalty: 4691.236328
	Iteration 14Q: 3 clusters Score -948066.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -948107.437500 Penalty: 4691.236328
	Iteration 15Q: 3 clusters Score -948107.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -948134.687500 Penalty: 4691.236328
	Iteration 16Q: 3 clusters Score -948134.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -948142.750000 Penalty: 4691.236328
	Iteration 17Q: 3 clusters Score -948142.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -948146.312500 Penalty: 4691.236328
	Iteration 18Q: 3 clusters Score -948146.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -948153.562500 Penalty: 4691.236328
	Iteration 19Q: 3 clusters Score -948153.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -948163.500000 Penalty: 4691.236328
	Iteration 20F: 3 clusters Score -948163.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -948171.875000 Penalty: 4691.236328
	Iteration 21Q: 3 clusters Score -948171.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -948182.125000 Penalty: 4691.236328
	Iteration 22Q: 3 clusters Score -948182.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -948187.937500 Penalty: 4691.236328
	Iteration 23Q: 3 clusters Score -948187.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -948193.687500 Penalty: 4691.236328
	Iteration 24Q: 3 clusters Score -948193.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -948198.750000 Penalty: 4691.236328
	Iteration 25Q: 3 clusters Score -948198.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -948200.375000 Penalty: 4691.236328
	Iteration 26Q: 3 clusters Score -948200.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -948200.375000 Penalty: 4691.236328
	Iteration 27F: 3 clusters Score -948200.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Entering Unmasked Estep 
Score: -1029146.625000 Penalty: 2363.411377
	Iteration 0F: 2 clusters Score -1029147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1019183.312500 Penalty: 4726.822754
	Iteration 0F: 3 clusters Score -1019183 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1022243.625000 Penalty: 4726.822754
	Iteration 1F: 3 clusters Score -1022244 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1022636.312500 Penalty: 4726.822754
	Iteration 2F: 3 clusters Score -1022636 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1022982.000000 Penalty: 4726.822754
	Iteration 3F: 3 clusters Score -1022982 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1023334.937500 Penalty: 4726.822754
	Iteration 4Q: 3 clusters Score -1023335 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1023733.375000 Penalty: 4726.822754
	Iteration 5Q: 3 clusters Score -1023733 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1024132.187500 Penalty: 4726.822754
	Iteration 6Q: 3 clusters Score -1024132 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1024596.687500 Penalty: 4726.822754
	Iteration 7Q: 3 clusters Score -1024597 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1025229.500000 Penalty: 4726.822754
	Iteration 8F: 3 clusters Score -1025230 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1025836.687500 Penalty: 4726.822754
	Iteration 9Q: 3 clusters Score -1025837 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1026406.875000 Penalty: 4726.822754
	Iteration 10Q: 3 clusters Score -1026407 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1026947.187500 Penalty: 4726.822754
	Iteration 11Q: 3 clusters Score -1026947 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1027361.562500 Penalty: 4726.822754
	Iteration 12Q: 3 clusters Score -1027362 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1027602.125000 Penalty: 4726.822754
	Iteration 13Q: 3 clusters Score -1027602 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1027762.187500 Penalty: 4726.822754
	Iteration 14Q: 3 clusters Score -1027762 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1027842.375000 Penalty: 4726.822754
	Iteration 15Q: 3 clusters Score -1027842 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1027878.312500 Penalty: 4726.822754
	Iteration 16Q: 3 clusters Score -1027878 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1027915.125000 Penalty: 4726.822754
	Iteration 17Q: 3 clusters Score -1027915 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1027945.375000 Penalty: 4726.822754
	Iteration 18Q: 3 clusters Score -1027945 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1027958.250000 Penalty: 4726.822754
	Iteration 19Q: 3 clusters Score -1027958 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1027969.875000 Penalty: 4726.822754
	Iteration 20F: 3 clusters Score -1027970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1027977.250000 Penalty: 4726.822754
	Iteration 21Q: 3 clusters Score -1027977 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1027990.125000 Penalty: 4726.822754
	Iteration 22Q: 3 clusters Score -1027990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1027993.062500 Penalty: 4726.822754
	Iteration 23Q: 3 clusters Score -1027993 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1028000.187500 Penalty: 4726.822754
	Iteration 24Q: 3 clusters Score -1028000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1028003.437500 Penalty: 4726.822754
	Iteration 25Q: 3 clusters Score -1028003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1028007.312500 Penalty: 4726.822754
	Iteration 26Q: 3 clusters Score -1028007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1028014.375000 Penalty: 4726.822754
	Iteration 27Q: 3 clusters Score -1028014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1028017.437500 Penalty: 4726.822754
	Iteration 28Q: 3 clusters Score -1028017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1028024.937500 Penalty: 4726.822754
	Iteration 29Q: 3 clusters Score -1028025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1028026.312500 Penalty: 4726.822754
	Iteration 30Q: 3 clusters Score -1028026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1028026.500000 Penalty: 4726.822754
	Iteration 31Q: 3 clusters Score -1028026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1028028.250000 Penalty: 4726.822754
	Iteration 32Q: 3 clusters Score -1028028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1028037.937500 Penalty: 4726.822754
	Iteration 33Q: 3 clusters Score -1028038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1028037.937500 Penalty: 4726.822754
	Iteration 34Q: 3 clusters Score -1028038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1028043.937500 Penalty: 4726.822754
	Iteration 35Q: 3 clusters Score -1028044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1028046.625000 Penalty: 4726.822754
	Iteration 36Q: 3 clusters Score -1028047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1028051.562500 Penalty: 4726.822754
	Iteration 37Q: 3 clusters Score -1028052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1028056.500000 Penalty: 4726.822754
	Iteration 38Q: 3 clusters Score -1028056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1028057.812500 Penalty: 4726.822754
	Iteration 39Q: 3 clusters Score -1028058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1028060.125000 Penalty: 4726.822754
	Iteration 40F: 3 clusters Score -1028060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1028062.062500 Penalty: 4726.822754
	Iteration 41Q: 3 clusters Score -1028062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1028061.937500 Penalty: 4726.822754
	Iteration 42Q: 3 clusters Score -1028062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1028063.750000 Penalty: 4726.822754
	Iteration 43Q: 3 clusters Score -1028064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1028067.000000 Penalty: 4726.822754
	Iteration 44Q: 3 clusters Score -1028067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1028069.625000 Penalty: 4726.822754
	Iteration 45Q: 3 clusters Score -1028070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1028070.500000 Penalty: 4726.822754
	Iteration 46Q: 3 clusters Score -1028070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1028070.812500 Penalty: 4726.822754
	Iteration 47Q: 3 clusters Score -1028071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1028070.187500 Penalty: 4726.822754
	Iteration 48Q: 3 clusters Score -1028070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1028069.187500 Penalty: 4726.822754
	Iteration 49Q: 3 clusters Score -1028069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1028070.187500 Penalty: 4726.822754
	Iteration 50Q: 3 clusters Score -1028070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1028070.437500 Penalty: 4726.822754
	Iteration 51Q: 3 clusters Score -1028070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1028071.500000 Penalty: 4726.822754
	Iteration 52Q: 3 clusters Score -1028072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1028070.062500 Penalty: 4726.822754
	Iteration 53Q: 3 clusters Score -1028070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1028070.000000 Penalty: 4726.822754
	Iteration 54Q: 3 clusters Score -1028070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1028071.937500 Penalty: 4726.822754
	Iteration 55Q: 3 clusters Score -1028072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1028071.937500 Penalty: 4726.822754
	Iteration 56F: 3 clusters Score -1028072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Entering Unmasked Estep 
Score: -1188084.875000 Penalty: 2399.373047
	Iteration 0F: 2 clusters Score -1188085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1176636.875000 Penalty: 4798.746094
	Iteration 0F: 3 clusters Score -1176637 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1180434.000000 Penalty: 4798.746094
	Iteration 1F: 3 clusters Score -1180434 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1181073.125000 Penalty: 4798.746094
	Iteration 2F: 3 clusters Score -1181073 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1181982.250000 Penalty: 4798.746094
	Iteration 3F: 3 clusters Score -1181982 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1183101.625000 Penalty: 4798.746094
	Iteration 4F: 3 clusters Score -1183102 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1184448.000000 Penalty: 4798.746094
	Iteration 5F: 3 clusters Score -1184448 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1185833.375000 Penalty: 4798.746094
	Iteration 6F: 3 clusters Score -1185833 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1187071.625000 Penalty: 4798.746094
	Iteration 7F: 3 clusters Score -1187072 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1187842.500000 Penalty: 4798.746094
	Iteration 8F: 3 clusters Score -1187842 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1188201.250000 Penalty: 4798.746094
	Iteration 9Q: 3 clusters Score -1188201 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1188336.375000 Penalty: 4798.746094
	Iteration 10Q: 3 clusters Score -1188336 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1188388.000000 Penalty: 4798.746094
	Iteration 11Q: 3 clusters Score -1188388 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1188410.000000 Penalty: 4798.746094
	Iteration 12Q: 3 clusters Score -1188410 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1188424.500000 Penalty: 4798.746094
	Iteration 13Q: 3 clusters Score -1188424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1188436.500000 Penalty: 4798.746094
	Iteration 14Q: 3 clusters Score -1188436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1188435.750000 Penalty: 4798.746094
	Iteration 15Q: 3 clusters Score -1188436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1188443.250000 Penalty: 4798.746094
	Iteration 16Q: 3 clusters Score -1188443 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1188446.125000 Penalty: 4798.746094
	Iteration 17Q: 3 clusters Score -1188446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1188447.375000 Penalty: 4798.746094
	Iteration 18Q: 3 clusters Score -1188447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1188446.250000 Penalty: 4798.746094
	Iteration 19Q: 3 clusters Score -1188446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1188447.000000 Penalty: 4798.746094
	Iteration 20F: 3 clusters Score -1188447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1188448.500000 Penalty: 4798.746094
	Iteration 21Q: 3 clusters Score -1188448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1188450.750000 Penalty: 4798.746094
	Iteration 22Q: 3 clusters Score -1188451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1188450.875000 Penalty: 4798.746094
	Iteration 23Q: 3 clusters Score -1188451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1188449.500000 Penalty: 4798.746094
	Iteration 24Q: 3 clusters Score -1188450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1188449.500000 Penalty: 4798.746094
	Iteration 25F: 3 clusters Score -1188450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 207638 members 
Mstep: Class 3 contains 57592 members 
Mstep: Class 4 contains 6537 members 
Mstep: Class 5 contains 216845 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1317 members 
Mstep: Class 9 contains 80932 members 
Mstep: Class 10 contains 355634 members 
Mstep: Class 11 contains 38576 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4956 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130147 members 
Mstep: Class 17 contains 24336 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 2640 members 
Mstep: Class 20 contains 11229 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12812 members 
Mstep: Class 26 contains 13765 members 
Mstep: Class 27 contains 4960 members 
Mstep: Class 28 contains 2180 members 
Mstep: Class 29 contains 35385 members 
Mstep: Class 30 contains 9549 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2405 members 
Mstep: Class 36 contains 9505 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10821 members 
Mstep: Class 40 contains 6039 members 
Mstep: Class 41 contains 2579 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1398 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2704 members 
Mstep: Class 46 contains 10953 members 
Entering Unmasked Estep 
Score: -102301816.000000 Penalty: 161575.609375
Splitting cluster 27 changes total score from -102302536.000000 to -102301816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (2180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Entering Unmasked Estep 
Score: -152685.765625 Penalty: 1906.395996
	Iteration 0F: 2 clusters Score -152685.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -149993.843750 Penalty: 3812.791992
	Iteration 0F: 3 clusters Score -149993.8 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -150543.343750 Penalty: 3812.791992
	Iteration 1F: 3 clusters Score -150543.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -150791.156250 Penalty: 3812.791992
	Iteration 2F: 3 clusters Score -150791.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -151065.781250 Penalty: 3812.791992
	Iteration 3F: 3 clusters Score -151065.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -151349.968750 Penalty: 3812.791992
	Iteration 4F: 3 clusters Score -151350 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -151581.265625 Penalty: 3812.791992
	Iteration 5F: 3 clusters Score -151581.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -151777.046875 Penalty: 3812.791992
	Iteration 6Q: 3 clusters Score -151777 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -151976.750000 Penalty: 3812.791992
	Iteration 7Q: 3 clusters Score -151976.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -152116.750000 Penalty: 3812.791992
	Iteration 8Q: 3 clusters Score -152116.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -152232.781250 Penalty: 3812.791992
	Iteration 9Q: 3 clusters Score -152232.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -152317.421875 Penalty: 3812.791992
	Iteration 10Q: 3 clusters Score -152317.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -152365.937500 Penalty: 3812.791992
	Iteration 11Q: 3 clusters Score -152365.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -152413.625000 Penalty: 3812.791992
	Iteration 12Q: 3 clusters Score -152413.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -152441.343750 Penalty: 3812.791992
	Iteration 13Q: 3 clusters Score -152441.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -152458.562500 Penalty: 3812.791992
	Iteration 14Q: 3 clusters Score -152458.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -152473.453125 Penalty: 3812.791992
	Iteration 15Q: 3 clusters Score -152473.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -152480.703125 Penalty: 3812.791992
	Iteration 16Q: 3 clusters Score -152480.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -152485.156250 Penalty: 3812.791992
	Iteration 17Q: 3 clusters Score -152485.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -152488.703125 Penalty: 3812.791992
	Iteration 18Q: 3 clusters Score -152488.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -152490.062500 Penalty: 3812.791992
	Iteration 19Q: 3 clusters Score -152490.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -152490.718750 Penalty: 3812.791992
	Iteration 20F: 3 clusters Score -152490.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (35385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Entering Unmasked Estep 
Score: -2634798.750000 Penalty: 2597.562744
	Iteration 0F: 2 clusters Score -2634799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2610617.250000 Penalty: 5195.125488
	Iteration 0F: 3 clusters Score -2610617 nChanged 16199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2619938.750000 Penalty: 5195.125488
	Iteration 1F: 3 clusters Score -2619939 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2621127.250000 Penalty: 5195.125488
	Iteration 2F: 3 clusters Score -2621127 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2622551.000000 Penalty: 5195.125488
	Iteration 3F: 3 clusters Score -2622551 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2624253.250000 Penalty: 5195.125488
	Iteration 4F: 3 clusters Score -2624253 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2625919.750000 Penalty: 5195.125488
	Iteration 5F: 3 clusters Score -2625920 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2627259.750000 Penalty: 5195.125488
	Iteration 6F: 3 clusters Score -2627260 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2628305.250000 Penalty: 5195.125488
	Iteration 7Q: 3 clusters Score -2628305 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2629175.750000 Penalty: 5195.125488
	Iteration 8Q: 3 clusters Score -2629176 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2629812.500000 Penalty: 5195.125488
	Iteration 9Q: 3 clusters Score -2629812 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2630203.750000 Penalty: 5195.125488
	Iteration 10Q: 3 clusters Score -2630204 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2630443.250000 Penalty: 5195.125488
	Iteration 11Q: 3 clusters Score -2630443 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2630631.750000 Penalty: 5195.125488
	Iteration 12Q: 3 clusters Score -2630632 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2630765.000000 Penalty: 5195.125488
	Iteration 13Q: 3 clusters Score -2630765 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2630900.000000 Penalty: 5195.125488
	Iteration 14Q: 3 clusters Score -2630900 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2630995.250000 Penalty: 5195.125488
	Iteration 15Q: 3 clusters Score -2630995 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2631082.250000 Penalty: 5195.125488
	Iteration 16Q: 3 clusters Score -2631082 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2631160.750000 Penalty: 5195.125488
	Iteration 17Q: 3 clusters Score -2631161 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -2631239.000000 Penalty: 5195.125488
	Iteration 18Q: 3 clusters Score -2631239 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2631321.250000 Penalty: 5195.125488
	Iteration 19Q: 3 clusters Score -2631321 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2631399.750000 Penalty: 5195.125488
	Iteration 20F: 3 clusters Score -2631400 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2631470.000000 Penalty: 5195.125488
	Iteration 21Q: 3 clusters Score -2631470 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -2631527.250000 Penalty: 5195.125488
	Iteration 22Q: 3 clusters Score -2631527 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -2631600.000000 Penalty: 5195.125488
	Iteration 23Q: 3 clusters Score -2631600 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -2631650.500000 Penalty: 5195.125488
	Iteration 24Q: 3 clusters Score -2631650 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2631700.250000 Penalty: 5195.125488
	Iteration 25Q: 3 clusters Score -2631700 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2631712.500000 Penalty: 5195.125488
	Iteration 26Q: 3 clusters Score -2631712 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -2631735.750000 Penalty: 5195.125488
	Iteration 27Q: 3 clusters Score -2631736 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -2631749.000000 Penalty: 5195.125488
	Iteration 28Q: 3 clusters Score -2631749 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -2631752.750000 Penalty: 5195.125488
	Iteration 29Q: 3 clusters Score -2631753 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -2631769.500000 Penalty: 5195.125488
	Iteration 30Q: 3 clusters Score -2631770 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -2631773.000000 Penalty: 5195.125488
	Iteration 31Q: 3 clusters Score -2631773 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -2631774.000000 Penalty: 5195.125488
	Iteration 32Q: 3 clusters Score -2631774 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -2631783.250000 Penalty: 5195.125488
	Iteration 33Q: 3 clusters Score -2631783 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -2631792.000000 Penalty: 5195.125488
	Iteration 34Q: 3 clusters Score -2631792 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -2631788.000000 Penalty: 5195.125488
	Iteration 35Q: 3 clusters Score -2631788 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -2631793.500000 Penalty: 5195.125488
	Iteration 36Q: 3 clusters Score -2631794 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -2631802.500000 Penalty: 5195.125488
	Iteration 37Q: 3 clusters Score -2631802 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -2631811.750000 Penalty: 5195.125488
	Iteration 38Q: 3 clusters Score -2631812 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -2631808.250000 Penalty: 5195.125488
	Iteration 39Q: 3 clusters Score -2631808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -2631816.000000 Penalty: 5195.125488
	Iteration 40F: 3 clusters Score -2631816 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -2631819.000000 Penalty: 5195.125488
	Iteration 41Q: 3 clusters Score -2631819 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -2631824.750000 Penalty: 5195.125488
	Iteration 42Q: 3 clusters Score -2631825 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -2631824.750000 Penalty: 5195.125488
	Iteration 43Q: 3 clusters Score -2631825 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -2631834.750000 Penalty: 5195.125488
	Iteration 44Q: 3 clusters Score -2631835 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -2631845.250000 Penalty: 5195.125488
	Iteration 45Q: 3 clusters Score -2631845 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -2631848.000000 Penalty: 5195.125488
	Iteration 46Q: 3 clusters Score -2631848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -2631842.750000 Penalty: 5195.125488
	Iteration 47Q: 3 clusters Score -2631843 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -2631849.500000 Penalty: 5195.125488
	Iteration 48Q: 3 clusters Score -2631850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -2631855.500000 Penalty: 5195.125488
	Iteration 49Q: 3 clusters Score -2631856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -2631857.250000 Penalty: 5195.125488
	Iteration 50Q: 3 clusters Score -2631857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -2631852.000000 Penalty: 5195.125488
	Iteration 51Q: 3 clusters Score -2631852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -2631854.000000 Penalty: 5195.125488
	Iteration 52Q: 3 clusters Score -2631854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -2631852.500000 Penalty: 5195.125488
	Iteration 53Q: 3 clusters Score -2631852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -2631852.500000 Penalty: 5195.125488
	Iteration 54Q: 3 clusters Score -2631852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -2631849.250000 Penalty: 5195.125488
	Iteration 55Q: 3 clusters Score -2631849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -2631852.000000 Penalty: 5195.125488
	Iteration 56Q: 3 clusters Score -2631852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -2631857.750000 Penalty: 5195.125488
	Iteration 57Q: 3 clusters Score -2631858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -2631854.000000 Penalty: 5195.125488
	Iteration 58Q: 3 clusters Score -2631854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -2631851.750000 Penalty: 5195.125488
	Iteration 59Q: 3 clusters Score -2631852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -2631853.250000 Penalty: 5195.125488
	Iteration 60F: 3 clusters Score -2631853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -2631850.250000 Penalty: 5195.125488
	Iteration 61Q: 3 clusters Score -2631850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -2631847.500000 Penalty: 5195.125488
	Iteration 62Q: 3 clusters Score -2631848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -2631844.250000 Penalty: 5195.125488
	Iteration 63Q: 3 clusters Score -2631844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -2631848.250000 Penalty: 5195.125488
	Iteration 64Q: 3 clusters Score -2631848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -2631850.500000 Penalty: 5195.125488
	Iteration 65Q: 3 clusters Score -2631850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -2631849.000000 Penalty: 5195.125488
	Iteration 66Q: 3 clusters Score -2631849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -2631855.000000 Penalty: 5195.125488
	Iteration 67Q: 3 clusters Score -2631855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -2631854.250000 Penalty: 5195.125488
	Iteration 68Q: 3 clusters Score -2631854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -2631852.750000 Penalty: 5195.125488
	Iteration 69Q: 3 clusters Score -2631853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -2631857.500000 Penalty: 5195.125488
	Iteration 70Q: 3 clusters Score -2631858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -2631852.250000 Penalty: 5195.125488
	Iteration 71Q: 3 clusters Score -2631852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -2631853.000000 Penalty: 5195.125488
	Iteration 72Q: 3 clusters Score -2631853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -2631855.250000 Penalty: 5195.125488
	Iteration 73Q: 3 clusters Score -2631855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -2631854.500000 Penalty: 5195.125488
	Iteration 74Q: 3 clusters Score -2631854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -2631851.250000 Penalty: 5195.125488
	Iteration 75Q: 3 clusters Score -2631851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -2631851.250000 Penalty: 5195.125488
	Iteration 76F: 3 clusters Score -2631851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Entering Unmasked Estep 
Score: -654253.375000 Penalty: 2272.719727
	Iteration 0F: 2 clusters Score -654253.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -646884.875000 Penalty: 4545.439453
	Iteration 0F: 3 clusters Score -646884.9 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -649082.312500 Penalty: 4545.439453
	Iteration 1F: 3 clusters Score -649082.3 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -649461.687500 Penalty: 4545.439453
	Iteration 2F: 3 clusters Score -649461.7 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -649807.687500 Penalty: 4545.439453
	Iteration 3F: 3 clusters Score -649807.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -650092.125000 Penalty: 4545.439453
	Iteration 4F: 3 clusters Score -650092.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -650343.187500 Penalty: 4545.439453
	Iteration 5Q: 3 clusters Score -650343.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -650621.125000 Penalty: 4545.439453
	Iteration 6Q: 3 clusters Score -650621.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -650886.250000 Penalty: 4545.439453
	Iteration 7Q: 3 clusters Score -650886.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -651166.062500 Penalty: 4545.439453
	Iteration 8Q: 3 clusters Score -651166.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -651418.250000 Penalty: 4545.439453
	Iteration 9Q: 3 clusters Score -651418.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -651666.312500 Penalty: 4545.439453
	Iteration 10Q: 3 clusters Score -651666.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -651880.375000 Penalty: 4545.439453
	Iteration 11Q: 3 clusters Score -651880.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -652051.187500 Penalty: 4545.439453
	Iteration 12Q: 3 clusters Score -652051.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -652187.750000 Penalty: 4545.439453
	Iteration 13Q: 3 clusters Score -652187.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -652280.687500 Penalty: 4545.439453
	Iteration 14Q: 3 clusters Score -652280.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -652344.000000 Penalty: 4545.439453
	Iteration 15Q: 3 clusters Score -652344 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -652391.687500 Penalty: 4545.439453
	Iteration 16Q: 3 clusters Score -652391.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -652419.875000 Penalty: 4545.439453
	Iteration 17Q: 3 clusters Score -652419.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -652439.500000 Penalty: 4545.439453
	Iteration 18Q: 3 clusters Score -652439.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -652448.125000 Penalty: 4545.439453
	Iteration 19Q: 3 clusters Score -652448.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -652459.000000 Penalty: 4545.439453
	Iteration 20F: 3 clusters Score -652459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -652470.875000 Penalty: 4545.439453
	Iteration 21Q: 3 clusters Score -652470.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -652477.062500 Penalty: 4545.439453
	Iteration 22Q: 3 clusters Score -652477.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -652481.125000 Penalty: 4545.439453
	Iteration 23Q: 3 clusters Score -652481.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -652487.875000 Penalty: 4545.439453
	Iteration 24Q: 3 clusters Score -652487.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -652493.500000 Penalty: 4545.439453
	Iteration 25Q: 3 clusters Score -652493.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -652494.937500 Penalty: 4545.439453
	Iteration 26Q: 3 clusters Score -652494.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -652500.500000 Penalty: 4545.439453
	Iteration 27Q: 3 clusters Score -652500.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -652503.625000 Penalty: 4545.439453
	Iteration 28Q: 3 clusters Score -652503.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -652506.937500 Penalty: 4545.439453
	Iteration 29Q: 3 clusters Score -652506.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -652505.500000 Penalty: 4545.439453
	Iteration 30Q: 3 clusters Score -652505.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -652505.500000 Penalty: 4545.439453
	Iteration 31F: 3 clusters Score -652505.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -181794.156250 Penalty: 1945.954346
	Iteration 0F: 2 clusters Score -181794.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -178799.578125 Penalty: 3891.908691
	Iteration 0F: 3 clusters Score -178799.6 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -179400.906250 Penalty: 3891.908691
	Iteration 1F: 3 clusters Score -179400.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -179563.359375 Penalty: 3891.908691
	Iteration 2F: 3 clusters Score -179563.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -179686.703125 Penalty: 3891.908691
	Iteration 3F: 3 clusters Score -179686.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -179784.812500 Penalty: 3891.908691
	Iteration 4Q: 3 clusters Score -179784.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -179839.765625 Penalty: 3891.908691
	Iteration 5Q: 3 clusters Score -179839.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -179889.843750 Penalty: 3891.908691
	Iteration 6Q: 3 clusters Score -179889.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -179935.968750 Penalty: 3891.908691
	Iteration 7Q: 3 clusters Score -179936 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -179970.109375 Penalty: 3891.908691
	Iteration 8Q: 3 clusters Score -179970.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -180001.937500 Penalty: 3891.908691
	Iteration 9Q: 3 clusters Score -180001.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -180033.171875 Penalty: 3891.908691
	Iteration 10Q: 3 clusters Score -180033.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -180055.031250 Penalty: 3891.908691
	Iteration 11Q: 3 clusters Score -180055 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -180073.312500 Penalty: 3891.908691
	Iteration 12Q: 3 clusters Score -180073.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -180091.484375 Penalty: 3891.908691
	Iteration 13Q: 3 clusters Score -180091.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -180121.578125 Penalty: 3891.908691
	Iteration 14Q: 3 clusters Score -180121.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -180153.984375 Penalty: 3891.908691
	Iteration 15Q: 3 clusters Score -180154 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -180181.453125 Penalty: 3891.908691
	Iteration 16Q: 3 clusters Score -180181.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -180209.078125 Penalty: 3891.908691
	Iteration 17Q: 3 clusters Score -180209.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -180236.406250 Penalty: 3891.908691
	Iteration 18Q: 3 clusters Score -180236.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -180259.078125 Penalty: 3891.908691
	Iteration 19Q: 3 clusters Score -180259.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -180285.250000 Penalty: 3891.908691
	Iteration 20F: 3 clusters Score -180285.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -180310.109375 Penalty: 3891.908691
	Iteration 21Q: 3 clusters Score -180310.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -180343.968750 Penalty: 3891.908691
	Iteration 22Q: 3 clusters Score -180344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -180370.609375 Penalty: 3891.908691
	Iteration 23Q: 3 clusters Score -180370.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -180383.312500 Penalty: 3891.908691
	Iteration 24Q: 3 clusters Score -180383.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -180387.593750 Penalty: 3891.908691
	Iteration 25Q: 3 clusters Score -180387.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -180392.968750 Penalty: 3891.908691
	Iteration 26Q: 3 clusters Score -180393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -180396.437500 Penalty: 3891.908691
	Iteration 27Q: 3 clusters Score -180396.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -180404.953125 Penalty: 3891.908691
	Iteration 28Q: 3 clusters Score -180405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -180410.468750 Penalty: 3891.908691
	Iteration 29Q: 3 clusters Score -180410.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -180413.687500 Penalty: 3891.908691
	Iteration 30Q: 3 clusters Score -180413.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -180416.578125 Penalty: 3891.908691
	Iteration 31Q: 3 clusters Score -180416.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -180418.000000 Penalty: 3891.908691
	Iteration 32Q: 3 clusters Score -180418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -180419.843750 Penalty: 3891.908691
	Iteration 33Q: 3 clusters Score -180419.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -180421.734375 Penalty: 3891.908691
	Iteration 34Q: 3 clusters Score -180421.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -180421.734375 Penalty: 3891.908691
	Iteration 35F: 3 clusters Score -180421.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Entering Unmasked Estep 
Score: -176794.906250 Penalty: 1939.369385
	Iteration 0F: 2 clusters Score -176794.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -173861.312500 Penalty: 3878.738770
	Iteration 0F: 3 clusters Score -173861.3 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -174498.625000 Penalty: 3878.738770
	Iteration 1F: 3 clusters Score -174498.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -174731.703125 Penalty: 3878.738770
	Iteration 2F: 3 clusters Score -174731.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -174886.421875 Penalty: 3878.738770
	Iteration 3F: 3 clusters Score -174886.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -175020.171875 Penalty: 3878.738770
	Iteration 4Q: 3 clusters Score -175020.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -175141.234375 Penalty: 3878.738770
	Iteration 5Q: 3 clusters Score -175141.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -175245.625000 Penalty: 3878.738770
	Iteration 6Q: 3 clusters Score -175245.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -175360.312500 Penalty: 3878.738770
	Iteration 7Q: 3 clusters Score -175360.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -175465.500000 Penalty: 3878.738770
	Iteration 8Q: 3 clusters Score -175465.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -175540.156250 Penalty: 3878.738770
	Iteration 9Q: 3 clusters Score -175540.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -175616.953125 Penalty: 3878.738770
	Iteration 10Q: 3 clusters Score -175617 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -175696.343750 Penalty: 3878.738770
	Iteration 11Q: 3 clusters Score -175696.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -175764.515625 Penalty: 3878.738770
	Iteration 12Q: 3 clusters Score -175764.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -175847.250000 Penalty: 3878.738770
	Iteration 13Q: 3 clusters Score -175847.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -175901.937500 Penalty: 3878.738770
	Iteration 14Q: 3 clusters Score -175901.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -175944.562500 Penalty: 3878.738770
	Iteration 15Q: 3 clusters Score -175944.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -175972.234375 Penalty: 3878.738770
	Iteration 16Q: 3 clusters Score -175972.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -175991.359375 Penalty: 3878.738770
	Iteration 17Q: 3 clusters Score -175991.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -176011.125000 Penalty: 3878.738770
	Iteration 18Q: 3 clusters Score -176011.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -176033.000000 Penalty: 3878.738770
	Iteration 19Q: 3 clusters Score -176033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -176049.109375 Penalty: 3878.738770
	Iteration 20F: 3 clusters Score -176049.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -176066.875000 Penalty: 3878.738770
	Iteration 21Q: 3 clusters Score -176066.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -176080.093750 Penalty: 3878.738770
	Iteration 22Q: 3 clusters Score -176080.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -176098.984375 Penalty: 3878.738770
	Iteration 23Q: 3 clusters Score -176099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -176130.109375 Penalty: 3878.738770
	Iteration 24Q: 3 clusters Score -176130.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -176165.734375 Penalty: 3878.738770
	Iteration 25Q: 3 clusters Score -176165.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -176215.046875 Penalty: 3878.738770
	Iteration 26Q: 3 clusters Score -176215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -176261.062500 Penalty: 3878.738770
	Iteration 27Q: 3 clusters Score -176261.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -176281.734375 Penalty: 3878.738770
	Iteration 28Q: 3 clusters Score -176281.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -176298.140625 Penalty: 3878.738770
	Iteration 29Q: 3 clusters Score -176298.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -176305.453125 Penalty: 3878.738770
	Iteration 30Q: 3 clusters Score -176305.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -176309.218750 Penalty: 3878.738770
	Iteration 31Q: 3 clusters Score -176309.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -176312.109375 Penalty: 3878.738770
	Iteration 32Q: 3 clusters Score -176312.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -176315.812500 Penalty: 3878.738770
	Iteration 33Q: 3 clusters Score -176315.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -176319.234375 Penalty: 3878.738770
	Iteration 34Q: 3 clusters Score -176319.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -176321.656250 Penalty: 3878.738770
	Iteration 35Q: 3 clusters Score -176321.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -176322.515625 Penalty: 3878.738770
	Iteration 36Q: 3 clusters Score -176322.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -176322.515625 Penalty: 3878.738770
	Iteration 37F: 3 clusters Score -176322.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Entering Unmasked Estep 
Score: -130072.765625 Penalty: 1867.558960
	Iteration 0F: 2 clusters Score -130072.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -127567.812500 Penalty: 3735.117920
	Iteration 0F: 3 clusters Score -127567.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -128009.945312 Penalty: 3735.117920
	Iteration 1F: 3 clusters Score -128009.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -128155.421875 Penalty: 3735.117920
	Iteration 2F: 3 clusters Score -128155.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -128284.046875 Penalty: 3735.117920
	Iteration 3F: 3 clusters Score -128284 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -128391.585938 Penalty: 3735.117920
	Iteration 4Q: 3 clusters Score -128391.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -128477.531250 Penalty: 3735.117920
	Iteration 5Q: 3 clusters Score -128477.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -128549.523438 Penalty: 3735.117920
	Iteration 6Q: 3 clusters Score -128549.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -128618.382812 Penalty: 3735.117920
	Iteration 7Q: 3 clusters Score -128618.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -128661.125000 Penalty: 3735.117920
	Iteration 8Q: 3 clusters Score -128661.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -128701.445312 Penalty: 3735.117920
	Iteration 9Q: 3 clusters Score -128701.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -128727.015625 Penalty: 3735.117920
	Iteration 10Q: 3 clusters Score -128727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -128750.062500 Penalty: 3735.117920
	Iteration 11Q: 3 clusters Score -128750.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -128768.687500 Penalty: 3735.117920
	Iteration 12Q: 3 clusters Score -128768.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -128779.085938 Penalty: 3735.117920
	Iteration 13Q: 3 clusters Score -128779.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -128786.257812 Penalty: 3735.117920
	Iteration 14Q: 3 clusters Score -128786.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -128792.609375 Penalty: 3735.117920
	Iteration 15Q: 3 clusters Score -128792.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -128798.085938 Penalty: 3735.117920
	Iteration 16Q: 3 clusters Score -128798.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -128803.578125 Penalty: 3735.117920
	Iteration 17Q: 3 clusters Score -128803.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -128807.875000 Penalty: 3735.117920
	Iteration 18Q: 3 clusters Score -128807.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -128811.320312 Penalty: 3735.117920
	Iteration 19Q: 3 clusters Score -128811.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -128814.679688 Penalty: 3735.117920
	Iteration 20F: 3 clusters Score -128814.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -128817.359375 Penalty: 3735.117920
	Iteration 21Q: 3 clusters Score -128817.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -128819.023438 Penalty: 3735.117920
	Iteration 22Q: 3 clusters Score -128819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -128821.687500 Penalty: 3735.117920
	Iteration 23Q: 3 clusters Score -128821.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -128822.101562 Penalty: 3735.117920
	Iteration 24Q: 3 clusters Score -128822.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -128822.101562 Penalty: 3735.117920
	Iteration 25F: 3 clusters Score -128822.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (29196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Entering Unmasked Estep 
Score: -2227449.250000 Penalty: 2549.883057
	Iteration 0F: 2 clusters Score -2227449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2207393.750000 Penalty: 5099.766113
	Iteration 0F: 3 clusters Score -2207394 nChanged 13131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2214584.500000 Penalty: 5099.766113
	Iteration 1F: 3 clusters Score -2214584 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2215234.750000 Penalty: 5099.766113
	Iteration 2F: 3 clusters Score -2215235 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2215979.000000 Penalty: 5099.766113
	Iteration 3F: 3 clusters Score -2215979 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2217000.000000 Penalty: 5099.766113
	Iteration 4F: 3 clusters Score -2217000 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2218447.500000 Penalty: 5099.766113
	Iteration 5F: 3 clusters Score -2218448 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2220332.750000 Penalty: 5099.766113
	Iteration 6F: 3 clusters Score -2220333 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2222241.000000 Penalty: 5099.766113
	Iteration 7F: 3 clusters Score -2222241 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2223624.250000 Penalty: 5099.766113
	Iteration 8F: 3 clusters Score -2223624 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2224326.500000 Penalty: 5099.766113
	Iteration 9Q: 3 clusters Score -2224326 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2224663.000000 Penalty: 5099.766113
	Iteration 10Q: 3 clusters Score -2224663 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2224808.250000 Penalty: 5099.766113
	Iteration 11Q: 3 clusters Score -2224808 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -2224894.000000 Penalty: 5099.766113
	Iteration 12Q: 3 clusters Score -2224894 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2224949.250000 Penalty: 5099.766113
	Iteration 13Q: 3 clusters Score -2224949 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2225007.000000 Penalty: 5099.766113
	Iteration 14Q: 3 clusters Score -2225007 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2225049.250000 Penalty: 5099.766113
	Iteration 15Q: 3 clusters Score -2225049 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2225082.000000 Penalty: 5099.766113
	Iteration 16Q: 3 clusters Score -2225082 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2225120.750000 Penalty: 5099.766113
	Iteration 17Q: 3 clusters Score -2225121 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2225155.750000 Penalty: 5099.766113
	Iteration 18Q: 3 clusters Score -2225156 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2225178.750000 Penalty: 5099.766113
	Iteration 19Q: 3 clusters Score -2225179 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2225214.000000 Penalty: 5099.766113
	Iteration 20F: 3 clusters Score -2225214 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2225240.500000 Penalty: 5099.766113
	Iteration 21Q: 3 clusters Score -2225240 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2225281.250000 Penalty: 5099.766113
	Iteration 22Q: 3 clusters Score -2225281 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2225300.500000 Penalty: 5099.766113
	Iteration 23Q: 3 clusters Score -2225300 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2225334.250000 Penalty: 5099.766113
	Iteration 24Q: 3 clusters Score -2225334 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2225350.750000 Penalty: 5099.766113
	Iteration 25Q: 3 clusters Score -2225351 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2225374.250000 Penalty: 5099.766113
	Iteration 26Q: 3 clusters Score -2225374 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2225389.750000 Penalty: 5099.766113
	Iteration 27Q: 3 clusters Score -2225390 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2225401.500000 Penalty: 5099.766113
	Iteration 28Q: 3 clusters Score -2225402 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2225417.500000 Penalty: 5099.766113
	Iteration 29Q: 3 clusters Score -2225418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2225429.250000 Penalty: 5099.766113
	Iteration 30Q: 3 clusters Score -2225429 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2225439.750000 Penalty: 5099.766113
	Iteration 31Q: 3 clusters Score -2225440 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2225460.000000 Penalty: 5099.766113
	Iteration 32Q: 3 clusters Score -2225460 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2225477.500000 Penalty: 5099.766113
	Iteration 33Q: 3 clusters Score -2225478 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2225487.500000 Penalty: 5099.766113
	Iteration 34Q: 3 clusters Score -2225488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2225498.250000 Penalty: 5099.766113
	Iteration 35Q: 3 clusters Score -2225498 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2225509.250000 Penalty: 5099.766113
	Iteration 36Q: 3 clusters Score -2225509 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2225515.500000 Penalty: 5099.766113
	Iteration 37Q: 3 clusters Score -2225516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2225521.500000 Penalty: 5099.766113
	Iteration 38Q: 3 clusters Score -2225522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2225526.750000 Penalty: 5099.766113
	Iteration 39Q: 3 clusters Score -2225527 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2225545.000000 Penalty: 5099.766113
	Iteration 40F: 3 clusters Score -2225545 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2225551.250000 Penalty: 5099.766113
	Iteration 41Q: 3 clusters Score -2225551 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2225567.250000 Penalty: 5099.766113
	Iteration 42Q: 3 clusters Score -2225567 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2225582.250000 Penalty: 5099.766113
	Iteration 43Q: 3 clusters Score -2225582 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2225590.750000 Penalty: 5099.766113
	Iteration 44Q: 3 clusters Score -2225591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2225601.500000 Penalty: 5099.766113
	Iteration 45Q: 3 clusters Score -2225602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2225607.750000 Penalty: 5099.766113
	Iteration 46Q: 3 clusters Score -2225608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2225614.500000 Penalty: 5099.766113
	Iteration 47Q: 3 clusters Score -2225614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2225618.250000 Penalty: 5099.766113
	Iteration 48Q: 3 clusters Score -2225618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2225620.000000 Penalty: 5099.766113
	Iteration 49Q: 3 clusters Score -2225620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2225620.000000 Penalty: 5099.766113
	Iteration 50Q: 3 clusters Score -2225620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2225623.500000 Penalty: 5099.766113
	Iteration 51Q: 3 clusters Score -2225624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2225633.000000 Penalty: 5099.766113
	Iteration 52Q: 3 clusters Score -2225633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2225640.250000 Penalty: 5099.766113
	Iteration 53Q: 3 clusters Score -2225640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2225639.000000 Penalty: 5099.766113
	Iteration 54Q: 3 clusters Score -2225639 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2225646.250000 Penalty: 5099.766113
	Iteration 55Q: 3 clusters Score -2225646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2225656.750000 Penalty: 5099.766113
	Iteration 56Q: 3 clusters Score -2225657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2225661.250000 Penalty: 5099.766113
	Iteration 57Q: 3 clusters Score -2225661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2225665.500000 Penalty: 5099.766113
	Iteration 58Q: 3 clusters Score -2225666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2225667.500000 Penalty: 5099.766113
	Iteration 59Q: 3 clusters Score -2225668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2225671.750000 Penalty: 5099.766113
	Iteration 60F: 3 clusters Score -2225672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2225680.250000 Penalty: 5099.766113
	Iteration 61Q: 3 clusters Score -2225680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2225681.750000 Penalty: 5099.766113
	Iteration 62Q: 3 clusters Score -2225682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2225685.000000 Penalty: 5099.766113
	Iteration 63Q: 3 clusters Score -2225685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2225693.000000 Penalty: 5099.766113
	Iteration 64Q: 3 clusters Score -2225693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2225697.500000 Penalty: 5099.766113
	Iteration 65Q: 3 clusters Score -2225698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2225703.500000 Penalty: 5099.766113
	Iteration 66Q: 3 clusters Score -2225704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2225705.750000 Penalty: 5099.766113
	Iteration 67Q: 3 clusters Score -2225706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2225709.750000 Penalty: 5099.766113
	Iteration 68Q: 3 clusters Score -2225710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2225708.500000 Penalty: 5099.766113
	Iteration 69Q: 3 clusters Score -2225708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2225710.250000 Penalty: 5099.766113
	Iteration 70Q: 3 clusters Score -2225710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2225709.500000 Penalty: 5099.766113
	Iteration 71Q: 3 clusters Score -2225710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2225711.000000 Penalty: 5099.766113
	Iteration 72Q: 3 clusters Score -2225711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2225711.750000 Penalty: 5099.766113
	Iteration 73Q: 3 clusters Score -2225712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2225711.250000 Penalty: 5099.766113
	Iteration 74Q: 3 clusters Score -2225711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2225712.250000 Penalty: 5099.766113
	Iteration 75Q: 3 clusters Score -2225712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2225713.250000 Penalty: 5099.766113
	Iteration 76Q: 3 clusters Score -2225713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2225710.750000 Penalty: 5099.766113
	Iteration 77Q: 3 clusters Score -2225711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2225716.000000 Penalty: 5099.766113
	Iteration 78Q: 3 clusters Score -2225716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2225717.500000 Penalty: 5099.766113
	Iteration 79Q: 3 clusters Score -2225718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2225717.500000 Penalty: 5099.766113
	Iteration 80F: 3 clusters Score -2225718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Entering Unmasked Estep 
Score: -127050.609375 Penalty: 1930.755615
	Iteration 0F: 2 clusters Score -127050.6 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 1179 members 
Entering Unmasked Estep 
Score: -124265.843750 Penalty: 3861.511230
	Iteration 0F: 3 clusters Score -124265.8 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -125258.078125 Penalty: 3861.511230
	Iteration 1F: 3 clusters Score -125258.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -125735.796875 Penalty: 3861.511230
	Iteration 2F: 3 clusters Score -125735.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -126003.164062 Penalty: 3861.511230
	Iteration 3F: 3 clusters Score -126003.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -126187.835938 Penalty: 3861.511230
	Iteration 4F: 3 clusters Score -126187.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -126274.078125 Penalty: 3861.511230
	Iteration 5Q: 3 clusters Score -126274.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -126336.179688 Penalty: 3861.511230
	Iteration 6Q: 3 clusters Score -126336.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -126369.578125 Penalty: 3861.511230
	Iteration 7Q: 3 clusters Score -126369.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -126398.054688 Penalty: 3861.511230
	Iteration 8Q: 3 clusters Score -126398.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -126414.203125 Penalty: 3861.511230
	Iteration 9Q: 3 clusters Score -126414.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -126434.773438 Penalty: 3861.511230
	Iteration 10Q: 3 clusters Score -126434.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -126446.054688 Penalty: 3861.511230
	Iteration 11Q: 3 clusters Score -126446.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -126458.835938 Penalty: 3861.511230
	Iteration 12Q: 3 clusters Score -126458.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -126467.351562 Penalty: 3861.511230
	Iteration 13Q: 3 clusters Score -126467.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -126471.710938 Penalty: 3861.511230
	Iteration 14Q: 3 clusters Score -126471.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -126478.273438 Penalty: 3861.511230
	Iteration 15Q: 3 clusters Score -126478.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -126482.781250 Penalty: 3861.511230
	Iteration 16Q: 3 clusters Score -126482.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -126486.328125 Penalty: 3861.511230
	Iteration 17Q: 3 clusters Score -126486.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -126488.773438 Penalty: 3861.511230
	Iteration 18Q: 3 clusters Score -126488.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -126492.226562 Penalty: 3861.511230
	Iteration 19Q: 3 clusters Score -126492.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -126496.757812 Penalty: 3861.511230
	Iteration 20F: 3 clusters Score -126496.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -126502.375000 Penalty: 3861.511230
	Iteration 21Q: 3 clusters Score -126502.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -126508.367188 Penalty: 3861.511230
	Iteration 22Q: 3 clusters Score -126508.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -126510.250000 Penalty: 3861.511230
	Iteration 23Q: 3 clusters Score -126510.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -126513.523438 Penalty: 3861.511230
	Iteration 24Q: 3 clusters Score -126513.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -126516.890625 Penalty: 3861.511230
	Iteration 25Q: 3 clusters Score -126516.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -126518.484375 Penalty: 3861.511230
	Iteration 26Q: 3 clusters Score -126518.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -126518.875000 Penalty: 3861.511230
	Iteration 27Q: 3 clusters Score -126518.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -126519.742188 Penalty: 3861.511230
	Iteration 28Q: 3 clusters Score -126519.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -126519.742188 Penalty: 3861.511230
	Iteration 29F: 3 clusters Score -126519.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Entering Unmasked Estep 
Score: -686733.000000 Penalty: 2271.574219
	Iteration 0F: 2 clusters Score -686733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -679456.625000 Penalty: 4543.148438
	Iteration 0F: 3 clusters Score -679456.6 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -681819.562500 Penalty: 4543.148438
	Iteration 1F: 3 clusters Score -681819.6 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -682247.375000 Penalty: 4543.148438
	Iteration 2F: 3 clusters Score -682247.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -682639.875000 Penalty: 4543.148438
	Iteration 3F: 3 clusters Score -682639.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -682992.062500 Penalty: 4543.148438
	Iteration 4F: 3 clusters Score -682992.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -683290.062500 Penalty: 4543.148438
	Iteration 5F: 3 clusters Score -683290.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -683549.875000 Penalty: 4543.148438
	Iteration 6Q: 3 clusters Score -683549.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -683767.937500 Penalty: 4543.148438
	Iteration 7Q: 3 clusters Score -683767.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -683944.125000 Penalty: 4543.148438
	Iteration 8Q: 3 clusters Score -683944.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -684070.000000 Penalty: 4543.148438
	Iteration 9Q: 3 clusters Score -684070 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -684178.437500 Penalty: 4543.148438
	Iteration 10Q: 3 clusters Score -684178.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -684261.250000 Penalty: 4543.148438
	Iteration 11Q: 3 clusters Score -684261.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -684330.500000 Penalty: 4543.148438
	Iteration 12Q: 3 clusters Score -684330.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -684392.687500 Penalty: 4543.148438
	Iteration 13Q: 3 clusters Score -684392.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -684458.500000 Penalty: 4543.148438
	Iteration 14Q: 3 clusters Score -684458.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -684525.937500 Penalty: 4543.148438
	Iteration 15Q: 3 clusters Score -684525.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -684597.312500 Penalty: 4543.148438
	Iteration 16Q: 3 clusters Score -684597.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -684667.625000 Penalty: 4543.148438
	Iteration 17Q: 3 clusters Score -684667.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -684733.937500 Penalty: 4543.148438
	Iteration 18Q: 3 clusters Score -684733.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -684790.625000 Penalty: 4543.148438
	Iteration 19Q: 3 clusters Score -684790.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -684837.562500 Penalty: 4543.148438
	Iteration 20F: 3 clusters Score -684837.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -684890.562500 Penalty: 4543.148438
	Iteration 21Q: 3 clusters Score -684890.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -684939.625000 Penalty: 4543.148438
	Iteration 22Q: 3 clusters Score -684939.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -684995.812500 Penalty: 4543.148438
	Iteration 23Q: 3 clusters Score -684995.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -685052.812500 Penalty: 4543.148438
	Iteration 24Q: 3 clusters Score -685052.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -685109.312500 Penalty: 4543.148438
	Iteration 25Q: 3 clusters Score -685109.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -685166.437500 Penalty: 4543.148438
	Iteration 26Q: 3 clusters Score -685166.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -685221.125000 Penalty: 4543.148438
	Iteration 27Q: 3 clusters Score -685221.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -685256.687500 Penalty: 4543.148438
	Iteration 28Q: 3 clusters Score -685256.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -685287.750000 Penalty: 4543.148438
	Iteration 29Q: 3 clusters Score -685287.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -685319.875000 Penalty: 4543.148438
	Iteration 30Q: 3 clusters Score -685319.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -685361.937500 Penalty: 4543.148438
	Iteration 31Q: 3 clusters Score -685361.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -685414.000000 Penalty: 4543.148438
	Iteration 32Q: 3 clusters Score -685414 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -685472.937500 Penalty: 4543.148438
	Iteration 33Q: 3 clusters Score -685472.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -685539.562500 Penalty: 4543.148438
	Iteration 34Q: 3 clusters Score -685539.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -685606.687500 Penalty: 4543.148438
	Iteration 35Q: 3 clusters Score -685606.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -685678.500000 Penalty: 4543.148438
	Iteration 36Q: 3 clusters Score -685678.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -685747.125000 Penalty: 4543.148438
	Iteration 37Q: 3 clusters Score -685747.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -685799.000000 Penalty: 4543.148438
	Iteration 38Q: 3 clusters Score -685799 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -685821.687500 Penalty: 4543.148438
	Iteration 39Q: 3 clusters Score -685821.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -685837.812500 Penalty: 4543.148438
	Iteration 40F: 3 clusters Score -685837.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -685843.437500 Penalty: 4543.148438
	Iteration 41Q: 3 clusters Score -685843.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -685847.250000 Penalty: 4543.148438
	Iteration 42Q: 3 clusters Score -685847.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -685848.250000 Penalty: 4543.148438
	Iteration 43Q: 3 clusters Score -685848.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -685847.812500 Penalty: 4543.148438
	Iteration 44Q: 3 clusters Score -685847.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -685850.937500 Penalty: 4543.148438
	Iteration 45Q: 3 clusters Score -685850.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -685850.875000 Penalty: 4543.148438
	Iteration 46Q: 3 clusters Score -685850.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -685851.687500 Penalty: 4543.148438
	Iteration 47Q: 3 clusters Score -685851.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -685853.312500 Penalty: 4543.148438
	Iteration 48Q: 3 clusters Score -685853.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -685853.312500 Penalty: 4543.148438
	Iteration 49F: 3 clusters Score -685853.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Entering Unmasked Estep 
Score: -200776.390625 Penalty: 1987.719116
	Iteration 0F: 2 clusters Score -200776.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -197514.718750 Penalty: 3975.438232
	Iteration 0F: 3 clusters Score -197514.7 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -198278.218750 Penalty: 3975.438232
	Iteration 1F: 3 clusters Score -198278.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -198578.328125 Penalty: 3975.438232
	Iteration 2F: 3 clusters Score -198578.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -198828.046875 Penalty: 3975.438232
	Iteration 3F: 3 clusters Score -198828 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -199024.468750 Penalty: 3975.438232
	Iteration 4F: 3 clusters Score -199024.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -199224.859375 Penalty: 3975.438232
	Iteration 5Q: 3 clusters Score -199224.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -199423.093750 Penalty: 3975.438232
	Iteration 6Q: 3 clusters Score -199423.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -199586.609375 Penalty: 3975.438232
	Iteration 7Q: 3 clusters Score -199586.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -199699.500000 Penalty: 3975.438232
	Iteration 8Q: 3 clusters Score -199699.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -199785.390625 Penalty: 3975.438232
	Iteration 9Q: 3 clusters Score -199785.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -199829.609375 Penalty: 3975.438232
	Iteration 10Q: 3 clusters Score -199829.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -199866.843750 Penalty: 3975.438232
	Iteration 11Q: 3 clusters Score -199866.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -199898.453125 Penalty: 3975.438232
	Iteration 12Q: 3 clusters Score -199898.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -199918.031250 Penalty: 3975.438232
	Iteration 13Q: 3 clusters Score -199918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -199928.312500 Penalty: 3975.438232
	Iteration 14Q: 3 clusters Score -199928.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -199933.093750 Penalty: 3975.438232
	Iteration 15Q: 3 clusters Score -199933.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -199936.265625 Penalty: 3975.438232
	Iteration 16Q: 3 clusters Score -199936.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -199939.515625 Penalty: 3975.438232
	Iteration 17Q: 3 clusters Score -199939.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -199944.296875 Penalty: 3975.438232
	Iteration 18Q: 3 clusters Score -199944.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -199949.687500 Penalty: 3975.438232
	Iteration 19Q: 3 clusters Score -199949.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -199954.875000 Penalty: 3975.438232
	Iteration 20F: 3 clusters Score -199954.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -199958.843750 Penalty: 3975.438232
	Iteration 21Q: 3 clusters Score -199958.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -199960.453125 Penalty: 3975.438232
	Iteration 22Q: 3 clusters Score -199960.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -199960.906250 Penalty: 3975.438232
	Iteration 23Q: 3 clusters Score -199960.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -199960.906250 Penalty: 3975.438232
	Iteration 24F: 3 clusters Score -199960.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Entering Unmasked Estep 
Score: -216562.750000 Penalty: 1987.226929
	Iteration 0F: 2 clusters Score -216562.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -213359.531250 Penalty: 3974.453857
	Iteration 0F: 3 clusters Score -213359.5 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -214056.500000 Penalty: 3974.453857
	Iteration 1F: 3 clusters Score -214056.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -214217.265625 Penalty: 3974.453857
	Iteration 2F: 3 clusters Score -214217.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -214306.578125 Penalty: 3974.453857
	Iteration 3Q: 3 clusters Score -214306.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -214371.203125 Penalty: 3974.453857
	Iteration 4Q: 3 clusters Score -214371.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -214436.250000 Penalty: 3974.453857
	Iteration 5Q: 3 clusters Score -214436.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -214511.671875 Penalty: 3974.453857
	Iteration 6Q: 3 clusters Score -214511.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -214582.531250 Penalty: 3974.453857
	Iteration 7Q: 3 clusters Score -214582.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -214635.453125 Penalty: 3974.453857
	Iteration 8Q: 3 clusters Score -214635.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -214678.453125 Penalty: 3974.453857
	Iteration 9Q: 3 clusters Score -214678.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -214701.421875 Penalty: 3974.453857
	Iteration 10Q: 3 clusters Score -214701.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -214722.796875 Penalty: 3974.453857
	Iteration 11Q: 3 clusters Score -214722.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -214744.218750 Penalty: 3974.453857
	Iteration 12Q: 3 clusters Score -214744.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -214764.265625 Penalty: 3974.453857
	Iteration 13Q: 3 clusters Score -214764.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -214787.234375 Penalty: 3974.453857
	Iteration 14Q: 3 clusters Score -214787.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -214805.203125 Penalty: 3974.453857
	Iteration 15Q: 3 clusters Score -214805.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -214826.093750 Penalty: 3974.453857
	Iteration 16Q: 3 clusters Score -214826.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -214842.609375 Penalty: 3974.453857
	Iteration 17Q: 3 clusters Score -214842.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -214862.203125 Penalty: 3974.453857
	Iteration 18Q: 3 clusters Score -214862.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -214882.468750 Penalty: 3974.453857
	Iteration 19Q: 3 clusters Score -214882.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -214896.609375 Penalty: 3974.453857
	Iteration 20F: 3 clusters Score -214896.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -214910.765625 Penalty: 3974.453857
	Iteration 21Q: 3 clusters Score -214910.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -214923.265625 Penalty: 3974.453857
	Iteration 22Q: 3 clusters Score -214923.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -214938.484375 Penalty: 3974.453857
	Iteration 23Q: 3 clusters Score -214938.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -214950.359375 Penalty: 3974.453857
	Iteration 24Q: 3 clusters Score -214950.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -214963.937500 Penalty: 3974.453857
	Iteration 25Q: 3 clusters Score -214963.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -214981.015625 Penalty: 3974.453857
	Iteration 26Q: 3 clusters Score -214981 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -215005.015625 Penalty: 3974.453857
	Iteration 27Q: 3 clusters Score -215005 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -215025.296875 Penalty: 3974.453857
	Iteration 28Q: 3 clusters Score -215025.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -215045.687500 Penalty: 3974.453857
	Iteration 29Q: 3 clusters Score -215045.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -215067.640625 Penalty: 3974.453857
	Iteration 30Q: 3 clusters Score -215067.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -215086.140625 Penalty: 3974.453857
	Iteration 31Q: 3 clusters Score -215086.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -215106.000000 Penalty: 3974.453857
	Iteration 32Q: 3 clusters Score -215106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -215123.218750 Penalty: 3974.453857
	Iteration 33Q: 3 clusters Score -215123.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -215147.687500 Penalty: 3974.453857
	Iteration 34Q: 3 clusters Score -215147.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -215175.812500 Penalty: 3974.453857
	Iteration 35Q: 3 clusters Score -215175.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -215206.421875 Penalty: 3974.453857
	Iteration 36Q: 3 clusters Score -215206.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -215232.546875 Penalty: 3974.453857
	Iteration 37Q: 3 clusters Score -215232.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -215247.531250 Penalty: 3974.453857
	Iteration 38Q: 3 clusters Score -215247.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -215264.343750 Penalty: 3974.453857
	Iteration 39Q: 3 clusters Score -215264.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -215278.093750 Penalty: 3974.453857
	Iteration 40F: 3 clusters Score -215278.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -215284.671875 Penalty: 3974.453857
	Iteration 41Q: 3 clusters Score -215284.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -215291.453125 Penalty: 3974.453857
	Iteration 42Q: 3 clusters Score -215291.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -215295.218750 Penalty: 3974.453857
	Iteration 43Q: 3 clusters Score -215295.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -215295.656250 Penalty: 3974.453857
	Iteration 44Q: 3 clusters Score -215295.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -215295.625000 Penalty: 3974.453857
	Iteration 45Q: 3 clusters Score -215295.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -215295.625000 Penalty: 3974.453857
	Iteration 46F: 3 clusters Score -215295.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Entering Unmasked Estep 
Score: -796698.312500 Penalty: 2303.732422
	Iteration 0F: 2 clusters Score -796698.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -788471.562500 Penalty: 4607.464844
	Iteration 0F: 3 clusters Score -788471.6 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -790911.125000 Penalty: 4607.464844
	Iteration 1F: 3 clusters Score -790911.1 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -791198.250000 Penalty: 4607.464844
	Iteration 2F: 3 clusters Score -791198.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -791422.250000 Penalty: 4607.464844
	Iteration 3Q: 3 clusters Score -791422.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -791600.187500 Penalty: 4607.464844
	Iteration 4Q: 3 clusters Score -791600.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -791796.437500 Penalty: 4607.464844
	Iteration 5Q: 3 clusters Score -791796.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -792008.250000 Penalty: 4607.464844
	Iteration 6Q: 3 clusters Score -792008.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -792226.062500 Penalty: 4607.464844
	Iteration 7Q: 3 clusters Score -792226.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -792519.687500 Penalty: 4607.464844
	Iteration 8Q: 3 clusters Score -792519.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -792903.437500 Penalty: 4607.464844
	Iteration 9Q: 3 clusters Score -792903.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -793316.250000 Penalty: 4607.464844
	Iteration 10Q: 3 clusters Score -793316.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -793706.375000 Penalty: 4607.464844
	Iteration 11Q: 3 clusters Score -793706.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -794008.000000 Penalty: 4607.464844
	Iteration 12Q: 3 clusters Score -794008 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -794245.687500 Penalty: 4607.464844
	Iteration 13Q: 3 clusters Score -794245.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -794447.937500 Penalty: 4607.464844
	Iteration 14Q: 3 clusters Score -794447.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -794585.937500 Penalty: 4607.464844
	Iteration 15Q: 3 clusters Score -794585.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -794671.687500 Penalty: 4607.464844
	Iteration 16Q: 3 clusters Score -794671.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -794721.875000 Penalty: 4607.464844
	Iteration 17Q: 3 clusters Score -794721.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -794750.625000 Penalty: 4607.464844
	Iteration 18Q: 3 clusters Score -794750.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -794764.812500 Penalty: 4607.464844
	Iteration 19Q: 3 clusters Score -794764.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -794774.687500 Penalty: 4607.464844
	Iteration 20F: 3 clusters Score -794774.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -794783.625000 Penalty: 4607.464844
	Iteration 21Q: 3 clusters Score -794783.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -794794.437500 Penalty: 4607.464844
	Iteration 22Q: 3 clusters Score -794794.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -794801.187500 Penalty: 4607.464844
	Iteration 23Q: 3 clusters Score -794801.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -794805.437500 Penalty: 4607.464844
	Iteration 24Q: 3 clusters Score -794805.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -794806.312500 Penalty: 4607.464844
	Iteration 25Q: 3 clusters Score -794806.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -794811.375000 Penalty: 4607.464844
	Iteration 26Q: 3 clusters Score -794811.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -794815.500000 Penalty: 4607.464844
	Iteration 27Q: 3 clusters Score -794815.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -794817.812500 Penalty: 4607.464844
	Iteration 28Q: 3 clusters Score -794817.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -794819.562500 Penalty: 4607.464844
	Iteration 29Q: 3 clusters Score -794819.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -794824.437500 Penalty: 4607.464844
	Iteration 30Q: 3 clusters Score -794824.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -794824.062500 Penalty: 4607.464844
	Iteration 31Q: 3 clusters Score -794824.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -794824.562500 Penalty: 4607.464844
	Iteration 32Q: 3 clusters Score -794824.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -794827.437500 Penalty: 4607.464844
	Iteration 33Q: 3 clusters Score -794827.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -794829.625000 Penalty: 4607.464844
	Iteration 34Q: 3 clusters Score -794829.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -794831.687500 Penalty: 4607.464844
	Iteration 35Q: 3 clusters Score -794831.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -794832.375000 Penalty: 4607.464844
	Iteration 36Q: 3 clusters Score -794832.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -794833.750000 Penalty: 4607.464844
	Iteration 37Q: 3 clusters Score -794833.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -794833.250000 Penalty: 4607.464844
	Iteration 38Q: 3 clusters Score -794833.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -794833.187500 Penalty: 4607.464844
	Iteration 39Q: 3 clusters Score -794833.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -794833.187500 Penalty: 4607.464844
	Iteration 40F: 3 clusters Score -794833.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Entering Unmasked Estep 
Score: -447379.906250 Penalty: 2159.086426
	Iteration 0F: 2 clusters Score -447379.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -442217.500000 Penalty: 4318.172852
	Iteration 0F: 3 clusters Score -442217.5 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -443488.125000 Penalty: 4318.172852
	Iteration 1F: 3 clusters Score -443488.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -443749.375000 Penalty: 4318.172852
	Iteration 2F: 3 clusters Score -443749.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -443895.625000 Penalty: 4318.172852
	Iteration 3Q: 3 clusters Score -443895.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -443984.687500 Penalty: 4318.172852
	Iteration 4Q: 3 clusters Score -443984.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -444054.250000 Penalty: 4318.172852
	Iteration 5Q: 3 clusters Score -444054.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -444118.781250 Penalty: 4318.172852
	Iteration 6Q: 3 clusters Score -444118.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -444177.468750 Penalty: 4318.172852
	Iteration 7Q: 3 clusters Score -444177.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -444243.031250 Penalty: 4318.172852
	Iteration 8Q: 3 clusters Score -444243 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -444312.312500 Penalty: 4318.172852
	Iteration 9Q: 3 clusters Score -444312.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -444385.906250 Penalty: 4318.172852
	Iteration 10Q: 3 clusters Score -444385.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -444477.125000 Penalty: 4318.172852
	Iteration 11Q: 3 clusters Score -444477.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -444597.093750 Penalty: 4318.172852
	Iteration 12Q: 3 clusters Score -444597.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -444722.406250 Penalty: 4318.172852
	Iteration 13Q: 3 clusters Score -444722.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -444845.156250 Penalty: 4318.172852
	Iteration 14Q: 3 clusters Score -444845.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -444996.281250 Penalty: 4318.172852
	Iteration 15Q: 3 clusters Score -444996.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -445203.062500 Penalty: 4318.172852
	Iteration 16Q: 3 clusters Score -445203.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -445481.375000 Penalty: 4318.172852
	Iteration 17Q: 3 clusters Score -445481.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -445763.718750 Penalty: 4318.172852
	Iteration 18Q: 3 clusters Score -445763.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -445946.687500 Penalty: 4318.172852
	Iteration 19Q: 3 clusters Score -445946.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -446080.187500 Penalty: 4318.172852
	Iteration 20F: 3 clusters Score -446080.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -446165.718750 Penalty: 4318.172852
	Iteration 21Q: 3 clusters Score -446165.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -446217.687500 Penalty: 4318.172852
	Iteration 22Q: 3 clusters Score -446217.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -446249.843750 Penalty: 4318.172852
	Iteration 23Q: 3 clusters Score -446249.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -446264.843750 Penalty: 4318.172852
	Iteration 24Q: 3 clusters Score -446264.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -446275.343750 Penalty: 4318.172852
	Iteration 25Q: 3 clusters Score -446275.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -446279.031250 Penalty: 4318.172852
	Iteration 26Q: 3 clusters Score -446279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -446281.031250 Penalty: 4318.172852
	Iteration 27Q: 3 clusters Score -446281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -446282.156250 Penalty: 4318.172852
	Iteration 28Q: 3 clusters Score -446282.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -446282.875000 Penalty: 4318.172852
	Iteration 29Q: 3 clusters Score -446282.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -446284.593750 Penalty: 4318.172852
	Iteration 30Q: 3 clusters Score -446284.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -446285.125000 Penalty: 4318.172852
	Iteration 31Q: 3 clusters Score -446285.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -446286.375000 Penalty: 4318.172852
	Iteration 32Q: 3 clusters Score -446286.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -446286.437500 Penalty: 4318.172852
	Iteration 33Q: 3 clusters Score -446286.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -446286.500000 Penalty: 4318.172852
	Iteration 34Q: 3 clusters Score -446286.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -446287.156250 Penalty: 4318.172852
	Iteration 35Q: 3 clusters Score -446287.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -446286.906250 Penalty: 4318.172852
	Iteration 36Q: 3 clusters Score -446286.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -446286.906250 Penalty: 4318.172852
	Iteration 37F: 3 clusters Score -446286.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -177642.468750 Penalty: 1948.078857
	Iteration 0F: 2 clusters Score -177642.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -174716.218750 Penalty: 3896.157715
	Iteration 0F: 3 clusters Score -174716.2 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -175324.906250 Penalty: 3896.157715
	Iteration 1F: 3 clusters Score -175324.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -175836.531250 Penalty: 3896.157715
	Iteration 2F: 3 clusters Score -175836.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -176417.937500 Penalty: 3896.157715
	Iteration 3F: 3 clusters Score -176417.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -177197.515625 Penalty: 3896.157715
	Iteration 4F: 3 clusters Score -177197.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -177699.906250 Penalty: 3896.157715
	Iteration 5F: 3 clusters Score -177699.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -177969.625000 Penalty: 3896.157715
	Iteration 6F: 3 clusters Score -177969.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -178139.578125 Penalty: 3896.157715
	Iteration 7Q: 3 clusters Score -178139.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -178243.625000 Penalty: 3896.157715
	Iteration 8Q: 3 clusters Score -178243.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -178333.796875 Penalty: 3896.157715
	Iteration 9Q: 3 clusters Score -178333.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -178394.703125 Penalty: 3896.157715
	Iteration 10Q: 3 clusters Score -178394.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -178439.281250 Penalty: 3896.157715
	Iteration 11Q: 3 clusters Score -178439.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -178481.468750 Penalty: 3896.157715
	Iteration 12Q: 3 clusters Score -178481.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -178530.234375 Penalty: 3896.157715
	Iteration 13Q: 3 clusters Score -178530.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -178562.656250 Penalty: 3896.157715
	Iteration 14Q: 3 clusters Score -178562.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -178590.484375 Penalty: 3896.157715
	Iteration 15Q: 3 clusters Score -178590.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -178629.171875 Penalty: 3896.157715
	Iteration 16Q: 3 clusters Score -178629.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -178642.703125 Penalty: 3896.157715
	Iteration 17Q: 3 clusters Score -178642.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -178652.421875 Penalty: 3896.157715
	Iteration 18Q: 3 clusters Score -178652.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -178655.281250 Penalty: 3896.157715
	Iteration 19Q: 3 clusters Score -178655.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -178655.281250 Penalty: 3896.157715
	Iteration 20F: 3 clusters Score -178655.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 207638 members 
Mstep: Class 3 contains 57592 members 
Mstep: Class 4 contains 6537 members 
Mstep: Class 5 contains 216845 members 
Mstep: Class 6 contains 9689 members 
Mstep: Class 7 contains 4700 members 
Mstep: Class 8 contains 1317 members 
Mstep: Class 9 contains 80932 members 
Mstep: Class 10 contains 355634 members 
Mstep: Class 11 contains 38576 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4956 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 130147 members 
Mstep: Class 17 contains 24336 members 
Mstep: Class 18 contains 27126 members 
Mstep: Class 19 contains 2640 members 
Mstep: Class 20 contains 11229 members 
Mstep: Class 21 contains 3940 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10810 members 
Mstep: Class 24 contains 948 members 
Mstep: Class 25 contains 12812 members 
Mstep: Class 26 contains 13765 members 
Mstep: Class 27 contains 15913 members 
Mstep: Class 28 contains 2180 members 
Mstep: Class 29 contains 35385 members 
Mstep: Class 30 contains 9549 members 
Mstep: Class 31 contains 2557 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1864 members 
Mstep: Class 34 contains 29196 members 
Mstep: Class 35 contains 2405 members 
Mstep: Class 36 contains 9505 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 3020 members 
Mstep: Class 39 contains 10821 members 
Mstep: Class 40 contains 6039 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 1398 members 
Mstep: Class 44 contains 2670 members 
Mstep: Class 45 contains 2704 members 
Mstep: Class 46 contains 2107 members 
Entering Unmasked Estep 
Score: -102302008.000000 Penalty: 161575.609375
Splitting cluster 41 changes total score from -102302536.000000 to -102302008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -141806.359375 Penalty: 1877.980713
	Iteration 0F: 2 clusters Score -141806.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -139220.859375 Penalty: 3755.961426
	Iteration 0F: 3 clusters Score -139220.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -139658.250000 Penalty: 3755.961426
	Iteration 1F: 3 clusters Score -139658.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -139789.546875 Penalty: 3755.961426
	Iteration 2F: 3 clusters Score -139789.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -139860.562500 Penalty: 3755.961426
	Iteration 3Q: 3 clusters Score -139860.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -139893.781250 Penalty: 3755.961426
	Iteration 4Q: 3 clusters Score -139893.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -139928.421875 Penalty: 3755.961426
	Iteration 5Q: 3 clusters Score -139928.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -139961.031250 Penalty: 3755.961426
	Iteration 6Q: 3 clusters Score -139961 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -139989.609375 Penalty: 3755.961426
	Iteration 7Q: 3 clusters Score -139989.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -140016.265625 Penalty: 3755.961426
	Iteration 8Q: 3 clusters Score -140016.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -140032.984375 Penalty: 3755.961426
	Iteration 9Q: 3 clusters Score -140033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -140047.609375 Penalty: 3755.961426
	Iteration 10Q: 3 clusters Score -140047.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -140060.093750 Penalty: 3755.961426
	Iteration 11Q: 3 clusters Score -140060.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -140073.984375 Penalty: 3755.961426
	Iteration 12Q: 3 clusters Score -140074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -140082.937500 Penalty: 3755.961426
	Iteration 13Q: 3 clusters Score -140082.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -140088.046875 Penalty: 3755.961426
	Iteration 14Q: 3 clusters Score -140088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -140091.390625 Penalty: 3755.961426
	Iteration 15Q: 3 clusters Score -140091.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -140094.109375 Penalty: 3755.961426
	Iteration 16Q: 3 clusters Score -140094.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -140095.437500 Penalty: 3755.961426
	Iteration 17Q: 3 clusters Score -140095.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -140099.125000 Penalty: 3755.961426
	Iteration 18Q: 3 clusters Score -140099.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -140101.140625 Penalty: 3755.961426
	Iteration 19Q: 3 clusters Score -140101.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -140102.812500 Penalty: 3755.961426
	Iteration 20F: 3 clusters Score -140102.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -140104.687500 Penalty: 3755.961426
	Iteration 21Q: 3 clusters Score -140104.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -140105.062500 Penalty: 3755.961426
	Iteration 22Q: 3 clusters Score -140105.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -140105.281250 Penalty: 3755.961426
	Iteration 23Q: 3 clusters Score -140105.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -140106.390625 Penalty: 3755.961426
	Iteration 24Q: 3 clusters Score -140106.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -140109.203125 Penalty: 3755.961426
	Iteration 25Q: 3 clusters Score -140109.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -140113.156250 Penalty: 3755.961426
	Iteration 26Q: 3 clusters Score -140113.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -140117.265625 Penalty: 3755.961426
	Iteration 27Q: 3 clusters Score -140117.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -140120.171875 Penalty: 3755.961426
	Iteration 28Q: 3 clusters Score -140120.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -140121.140625 Penalty: 3755.961426
	Iteration 29Q: 3 clusters Score -140121.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -140125.156250 Penalty: 3755.961426
	Iteration 30Q: 3 clusters Score -140125.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -140127.953125 Penalty: 3755.961426
	Iteration 31Q: 3 clusters Score -140128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -140132.203125 Penalty: 3755.961426
	Iteration 32Q: 3 clusters Score -140132.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -140135.781250 Penalty: 3755.961426
	Iteration 33Q: 3 clusters Score -140135.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -140136.859375 Penalty: 3755.961426
	Iteration 34Q: 3 clusters Score -140136.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -140136.859375 Penalty: 3755.961426
	Iteration 35F: 3 clusters Score -140136.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -92547.226562 Penalty: 1796.213867
	Iteration 0F: 2 clusters Score -92547.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -90305.859375 Penalty: 3592.427734
	Iteration 0F: 3 clusters Score -90305.86 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -90656.921875 Penalty: 3592.427734
	Iteration 1F: 3 clusters Score -90656.92 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -90745.882812 Penalty: 3592.427734
	Iteration 2F: 3 clusters Score -90745.88 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -90806.437500 Penalty: 3592.427734
	Iteration 3Q: 3 clusters Score -90806.44 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -90851.835938 Penalty: 3592.427734
	Iteration 4Q: 3 clusters Score -90851.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -90887.351562 Penalty: 3592.427734
	Iteration 5Q: 3 clusters Score -90887.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -90906.820312 Penalty: 3592.427734
	Iteration 6Q: 3 clusters Score -90906.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -90915.125000 Penalty: 3592.427734
	Iteration 7Q: 3 clusters Score -90915.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -90920.187500 Penalty: 3592.427734
	Iteration 8Q: 3 clusters Score -90920.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -90923.296875 Penalty: 3592.427734
	Iteration 9Q: 3 clusters Score -90923.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -90926.492188 Penalty: 3592.427734
	Iteration 10Q: 3 clusters Score -90926.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -90926.656250 Penalty: 3592.427734
	Iteration 11Q: 3 clusters Score -90926.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -90927.828125 Penalty: 3592.427734
	Iteration 12Q: 3 clusters Score -90927.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -90928.812500 Penalty: 3592.427734
	Iteration 13Q: 3 clusters Score -90928.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -90928.812500 Penalty: 3592.427734
	Iteration 14F: 3 clusters Score -90928.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -187419.125000 Penalty: 1956.678833
	Iteration 0F: 2 clusters Score -187419.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -184368.031250 Penalty: 3913.357666
	Iteration 0F: 3 clusters Score -184368 nChanged 914
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: -184964.734375 Penalty: 3913.357666
	Iteration 1F: 3 clusters Score -184964.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -185196.640625 Penalty: 3913.357666
	Iteration 2F: 3 clusters Score -185196.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -185381.890625 Penalty: 3913.357666
	Iteration 3F: 3 clusters Score -185381.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -185592.031250 Penalty: 3913.357666
	Iteration 4F: 3 clusters Score -185592 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -185812.000000 Penalty: 3913.357666
	Iteration 5F: 3 clusters Score -185812 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -186047.625000 Penalty: 3913.357666
	Iteration 6F: 3 clusters Score -186047.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -186322.578125 Penalty: 3913.357666
	Iteration 7F: 3 clusters Score -186322.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -186533.906250 Penalty: 3913.357666
	Iteration 8F: 3 clusters Score -186533.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -186652.578125 Penalty: 3913.357666
	Iteration 9Q: 3 clusters Score -186652.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -186763.734375 Penalty: 3913.357666
	Iteration 10Q: 3 clusters Score -186763.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -186850.734375 Penalty: 3913.357666
	Iteration 11Q: 3 clusters Score -186850.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -186900.203125 Penalty: 3913.357666
	Iteration 12Q: 3 clusters Score -186900.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -186937.890625 Penalty: 3913.357666
	Iteration 13Q: 3 clusters Score -186937.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -186960.765625 Penalty: 3913.357666
	Iteration 14Q: 3 clusters Score -186960.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -186975.625000 Penalty: 3913.357666
	Iteration 15Q: 3 clusters Score -186975.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -186992.203125 Penalty: 3913.357666
	Iteration 16Q: 3 clusters Score -186992.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -187003.296875 Penalty: 3913.357666
	Iteration 17Q: 3 clusters Score -187003.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -187008.343750 Penalty: 3913.357666
	Iteration 18Q: 3 clusters Score -187008.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -187008.562500 Penalty: 3913.357666
	Iteration 19Q: 3 clusters Score -187008.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -187008.562500 Penalty: 3913.357666
	Iteration 20F: 3 clusters Score -187008.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -199085.078125 Penalty: 1959.816895
	Iteration 0F: 2 clusters Score -199085.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -195973.515625 Penalty: 3919.633789
	Iteration 0F: 3 clusters Score -195973.5 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -196574.343750 Penalty: 3919.633789
	Iteration 1F: 3 clusters Score -196574.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -196728.453125 Penalty: 3919.633789
	Iteration 2F: 3 clusters Score -196728.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -196825.265625 Penalty: 3919.633789
	Iteration 3Q: 3 clusters Score -196825.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -196898.703125 Penalty: 3919.633789
	Iteration 4Q: 3 clusters Score -196898.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -196978.515625 Penalty: 3919.633789
	Iteration 5Q: 3 clusters Score -196978.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -197053.687500 Penalty: 3919.633789
	Iteration 6Q: 3 clusters Score -197053.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -197141.593750 Penalty: 3919.633789
	Iteration 7Q: 3 clusters Score -197141.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -197229.562500 Penalty: 3919.633789
	Iteration 8Q: 3 clusters Score -197229.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -197349.031250 Penalty: 3919.633789
	Iteration 9Q: 3 clusters Score -197349 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -197449.000000 Penalty: 3919.633789
	Iteration 10Q: 3 clusters Score -197449 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -197543.078125 Penalty: 3919.633789
	Iteration 11Q: 3 clusters Score -197543.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -197606.765625 Penalty: 3919.633789
	Iteration 12Q: 3 clusters Score -197606.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -197657.484375 Penalty: 3919.633789
	Iteration 13Q: 3 clusters Score -197657.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -197691.312500 Penalty: 3919.633789
	Iteration 14Q: 3 clusters Score -197691.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -197705.265625 Penalty: 3919.633789
	Iteration 15Q: 3 clusters Score -197705.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -197715.828125 Penalty: 3919.633789
	Iteration 16Q: 3 clusters Score -197715.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -197732.078125 Penalty: 3919.633789
	Iteration 17Q: 3 clusters Score -197732.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -197744.187500 Penalty: 3919.633789
	Iteration 18Q: 3 clusters Score -197744.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -197751.843750 Penalty: 3919.633789
	Iteration 19Q: 3 clusters Score -197751.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -197759.187500 Penalty: 3919.633789
	Iteration 20F: 3 clusters Score -197759.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -197765.406250 Penalty: 3919.633789
	Iteration 21Q: 3 clusters Score -197765.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -197772.812500 Penalty: 3919.633789
	Iteration 22Q: 3 clusters Score -197772.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -197776.593750 Penalty: 3919.633789
	Iteration 23Q: 3 clusters Score -197776.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -197780.078125 Penalty: 3919.633789
	Iteration 24Q: 3 clusters Score -197780.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -197783.031250 Penalty: 3919.633789
	Iteration 25Q: 3 clusters Score -197783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -197789.750000 Penalty: 3919.633789
	Iteration 26Q: 3 clusters Score -197789.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -197792.421875 Penalty: 3919.633789
	Iteration 27Q: 3 clusters Score -197792.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -197794.812500 Penalty: 3919.633789
	Iteration 28Q: 3 clusters Score -197794.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -197796.390625 Penalty: 3919.633789
	Iteration 29Q: 3 clusters Score -197796.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -197797.046875 Penalty: 3919.633789
	Iteration 30Q: 3 clusters Score -197797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -197797.046875 Penalty: 3919.633789
	Iteration 31F: 3 clusters Score -197797 nChanged 0
22->46 Clusters: Score -102302536.000000, best is -102302992.000000

Starting from 23 clusters...
--- Clustering full data set of 1416018 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 64163 members 
Mstep: Class 3 contains 64499 members 
Mstep: Class 4 contains 64521 members 
Mstep: Class 5 contains 64239 members 
Mstep: Class 6 contains 64445 members 
Mstep: Class 7 contains 64387 members 
Mstep: Class 8 contains 64360 members 
Mstep: Class 9 contains 64052 members 
Mstep: Class 10 contains 64852 members 
Mstep: Class 11 contains 64015 members 
Mstep: Class 12 contains 64503 members 
Mstep: Class 13 contains 64243 members 
Mstep: Class 14 contains 64326 members 
Mstep: Class 15 contains 64360 members 
Mstep: Class 16 contains 64492 members 
Mstep: Class 17 contains 64125 members 
Mstep: Class 18 contains 64623 members 
Mstep: Class 19 contains 64136 members 
Mstep: Class 20 contains 64625 members 
Mstep: Class 21 contains 64418 members 
Mstep: Class 22 contains 64774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1576.544922 but Gain 3512.515625
Score: -93973360.000000 Penalty: 73762.773438
Iteration 0F: 22 clusters Score -9.397336e+07 nChanged 1343625
Entering Unmasked Mstep 
Mstep: Class 0 contains 3185 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 50224 members 
Mstep: Class 4 contains 87290 members 
Mstep: Class 5 contains 106904 members 
Mstep: Class 6 contains 69677 members 
Mstep: Class 7 contains 41048 members 
Mstep: Class 8 contains 63746 members 
Mstep: Class 9 contains 38607 members 
Mstep: Class 10 contains 93845 members 
Mstep: Class 11 contains 98436 members 
Mstep: Class 12 contains 84425 members 
Mstep: Class 13 contains 52167 members 
Mstep: Class 14 contains 40838 members 
Mstep: Class 15 contains 47064 members 
Mstep: Class 16 contains 131527 members 
Mstep: Class 17 contains 69682 members 
Mstep: Class 18 contains 37565 members 
Mstep: Class 19 contains 64164 members 
Mstep: Class 20 contains 81164 members 
Mstep: Class 21 contains 57909 members 
Mstep: Class 22 contains 50387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98894352.000000 Penalty: 73762.773438
Iteration 1F: 22 clusters Score -9.889435e+07 nChanged 508474
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 54920 members 
Mstep: Class 4 contains 139899 members 
Mstep: Class 5 contains 132710 members 
Mstep: Class 6 contains 45595 members 
Mstep: Class 7 contains 27003 members 
Mstep: Class 8 contains 57894 members 
Mstep: Class 9 contains 32672 members 
Mstep: Class 10 contains 110491 members 
Mstep: Class 11 contains 108940 members 
Mstep: Class 12 contains 62987 members 
Mstep: Class 13 contains 37470 members 
Mstep: Class 14 contains 35686 members 
Mstep: Class 15 contains 41572 members 
Mstep: Class 16 contains 172173 members 
Mstep: Class 17 contains 59324 members 
Mstep: Class 18 contains 40271 members 
Mstep: Class 19 contains 40537 members 
Mstep: Class 20 contains 88290 members 
Mstep: Class 21 contains 41609 members 
Mstep: Class 22 contains 44815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99894256.000000 Penalty: 73762.773438
Iteration 2F: 22 clusters Score -9.989426e+07 nChanged 381934
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 72901 members 
Mstep: Class 4 contains 219025 members 
Mstep: Class 5 contains 127537 members 
Mstep: Class 6 contains 36257 members 
Mstep: Class 7 contains 18537 members 
Mstep: Class 8 contains 65048 members 
Mstep: Class 9 contains 25579 members 
Mstep: Class 10 contains 110056 members 
Mstep: Class 11 contains 105447 members 
Mstep: Class 12 contains 44595 members 
Mstep: Class 13 contains 31930 members 
Mstep: Class 14 contains 36641 members 
Mstep: Class 15 contains 38637 members 
Mstep: Class 16 contains 173456 members 
Mstep: Class 17 contains 45214 members 
Mstep: Class 18 contains 38328 members 
Mstep: Class 19 contains 30075 members 
Mstep: Class 20 contains 84613 members 
Mstep: Class 21 contains 36426 members 
Mstep: Class 22 contains 36864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100500880.000000 Penalty: 73762.773438
Iteration 3F: 22 clusters Score -1.005009e+08 nChanged 311084
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 86816 members 
Mstep: Class 4 contains 289957 members 
Mstep: Class 5 contains 109888 members 
Mstep: Class 6 contains 32908 members 
Mstep: Class 7 contains 14080 members 
Mstep: Class 8 contains 84448 members 
Mstep: Class 9 contains 19898 members 
Mstep: Class 10 contains 111455 members 
Mstep: Class 11 contains 105649 members 
Mstep: Class 12 contains 29482 members 
Mstep: Class 13 contains 32216 members 
Mstep: Class 14 contains 36315 members 
Mstep: Class 15 contains 34924 members 
Mstep: Class 16 contains 152226 members 
Mstep: Class 17 contains 33445 members 
Mstep: Class 18 contains 35468 members 
Mstep: Class 19 contains 24276 members 
Mstep: Class 20 contains 71723 members 
Mstep: Class 21 contains 36487 members 
Mstep: Class 22 contains 30340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100944936.000000 Penalty: 73762.773438
Iteration 4F: 22 clusters Score -1.009449e+08 nChanged 247707
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 99812 members 
Mstep: Class 4 contains 334052 members 
Mstep: Class 5 contains 90623 members 
Mstep: Class 6 contains 31171 members 
Mstep: Class 7 contains 11809 members 
Mstep: Class 8 contains 101458 members 
Mstep: Class 9 contains 17262 members 
Mstep: Class 10 contains 125300 members 
Mstep: Class 11 contains 117569 members 
Mstep: Class 12 contains 18864 members 
Mstep: Class 13 contains 30996 members 
Mstep: Class 14 contains 34980 members 
Mstep: Class 15 contains 31177 members 
Mstep: Class 16 contains 122113 members 
Mstep: Class 17 contains 27031 members 
Mstep: Class 18 contains 32766 members 
Mstep: Class 19 contains 20513 members 
Mstep: Class 20 contains 53751 members 
Mstep: Class 21 contains 38956 members 
Mstep: Class 22 contains 27328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101248432.000000 Penalty: 73762.773438
Iteration 5F: 22 clusters Score -1.012484e+08 nChanged 193446
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 109195 members 
Mstep: Class 4 contains 360733 members 
Mstep: Class 5 contains 73663 members 
Mstep: Class 6 contains 29594 members 
Mstep: Class 7 contains 11327 members 
Mstep: Class 8 contains 114607 members 
Mstep: Class 9 contains 16916 members 
Mstep: Class 10 contains 138166 members 
Mstep: Class 11 contains 135319 members 
Mstep: Class 12 contains 13491 members 
Mstep: Class 13 contains 28025 members 
Mstep: Class 14 contains 33104 members 
Mstep: Class 15 contains 29539 members 
Mstep: Class 16 contains 93683 members 
Mstep: Class 17 contains 23995 members 
Mstep: Class 18 contains 30166 members 
Mstep: Class 19 contains 17863 members 
Mstep: Class 20 contains 35662 members 
Mstep: Class 21 contains 41905 members 
Mstep: Class 22 contains 28151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101443600.000000 Penalty: 73762.773438
Iteration 6F: 22 clusters Score -1.014436e+08 nChanged 150950
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 54226 members 
Mstep: Class 2 contains 113748 members 
Mstep: Class 4 contains 377342 members 
Mstep: Class 5 contains 59958 members 
Mstep: Class 6 contains 28584 members 
Mstep: Class 7 contains 11792 members 
Mstep: Class 8 contains 127894 members 
Mstep: Class 9 contains 17071 members 
Mstep: Class 10 contains 145775 members 
Mstep: Class 11 contains 148421 members 
Mstep: Class 12 contains 11529 members 
Mstep: Class 13 contains 26204 members 
Mstep: Class 14 contains 30968 members 
Mstep: Class 15 contains 29467 members 
Mstep: Class 16 contains 69423 members 
Mstep: Class 17 contains 22873 members 
Mstep: Class 18 contains 27849 members 
Mstep: Class 19 contains 15602 members 
Mstep: Class 20 contains 22097 members 
Mstep: Class 21 contains 43361 members 
Mstep: Class 22 contains 31778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101582592.000000 Penalty: 73762.773438
Iteration 7F: 22 clusters Score -1.015826e+08 nChanged 121736
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 59850 members 
Mstep: Class 2 contains 113420 members 
Mstep: Class 4 contains 386248 members 
Mstep: Class 5 contains 49564 members 
Mstep: Class 6 contains 27688 members 
Mstep: Class 7 contains 12546 members 
Mstep: Class 8 contains 142382 members 
Mstep: Class 9 contains 17507 members 
Mstep: Class 10 contains 149941 members 
Mstep: Class 11 contains 157069 members 
Mstep: Class 12 contains 10993 members 
Mstep: Class 13 contains 25782 members 
Mstep: Class 14 contains 28761 members 
Mstep: Class 15 contains 30306 members 
Mstep: Class 16 contains 49418 members 
Mstep: Class 17 contains 23024 members 
Mstep: Class 18 contains 25558 members 
Mstep: Class 19 contains 13679 members 
Mstep: Class 20 contains 14572 members 
Mstep: Class 21 contains 43270 members 
Mstep: Class 22 contains 34389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101689472.000000 Penalty: 73762.773438
Iteration 8F: 22 clusters Score -1.016895e+08 nChanged 101824
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 67472 members 
Mstep: Class 2 contains 109371 members 
Mstep: Class 4 contains 389318 members 
Mstep: Class 5 contains 41732 members 
Mstep: Class 6 contains 26855 members 
Mstep: Class 7 contains 13364 members 
Mstep: Class 8 contains 157036 members 
Mstep: Class 9 contains 18226 members 
Mstep: Class 10 contains 152015 members 
Mstep: Class 11 contains 162581 members 
Mstep: Class 12 contains 10692 members 
Mstep: Class 13 contains 26647 members 
Mstep: Class 14 contains 26609 members 
Mstep: Class 15 contains 32068 members 
Mstep: Class 16 contains 34446 members 
Mstep: Class 17 contains 23737 members 
Mstep: Class 18 contains 23228 members 
Mstep: Class 19 contains 12181 members 
Mstep: Class 20 contains 11172 members 
Mstep: Class 21 contains 42042 members 
Mstep: Class 22 contains 35176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101778432.000000 Penalty: 73762.773438
Iteration 9F: 22 clusters Score -1.017784e+08 nChanged 86765
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 76399 members 
Mstep: Class 2 contains 103470 members 
Mstep: Class 4 contains 388756 members 
Mstep: Class 5 contains 34918 members 
Mstep: Class 6 contains 26079 members 
Mstep: Class 7 contains 14076 members 
Mstep: Class 8 contains 169944 members 
Mstep: Class 9 contains 18867 members 
Mstep: Class 10 contains 152477 members 
Mstep: Class 11 contains 167492 members 
Mstep: Class 12 contains 10467 members 
Mstep: Class 13 contains 28248 members 
Mstep: Class 14 contains 24646 members 
Mstep: Class 15 contains 34341 members 
Mstep: Class 16 contains 24656 members 
Mstep: Class 17 contains 24674 members 
Mstep: Class 18 contains 21169 members 
Mstep: Class 19 contains 11464 members 
Mstep: Class 20 contains 9476 members 
Mstep: Class 21 contains 40441 members 
Mstep: Class 22 contains 33911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101854752.000000 Penalty: 73762.773438
Iteration 10F: 22 clusters Score -1.018548e+08 nChanged 73613
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 85643 members 
Mstep: Class 2 contains 96248 members 
Mstep: Class 4 contains 385615 members 
Mstep: Class 5 contains 28414 members 
Mstep: Class 6 contains 25245 members 
Mstep: Class 7 contains 14611 members 
Mstep: Class 8 contains 179337 members 
Mstep: Class 9 contains 19158 members 
Mstep: Class 10 contains 151725 members 
Mstep: Class 11 contains 173673 members 
Mstep: Class 12 contains 10116 members 
Mstep: Class 13 contains 30106 members 
Mstep: Class 14 contains 23619 members 
Mstep: Class 15 contains 36750 members 
Mstep: Class 16 contains 20284 members 
Mstep: Class 17 contains 25798 members 
Mstep: Class 18 contains 18982 members 
Mstep: Class 19 contains 12044 members 
Mstep: Class 20 contains 8957 members 
Mstep: Class 21 contains 38750 members 
Mstep: Class 22 contains 30897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101912760.000000 Penalty: 73762.773438
Iteration 11F: 22 clusters Score -1.019128e+08 nChanged 64171
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 94780 members 
Mstep: Class 2 contains 88369 members 
Mstep: Class 4 contains 380454 members 
Mstep: Class 5 contains 22580 members 
Mstep: Class 6 contains 24357 members 
Mstep: Class 7 contains 15051 members 
Mstep: Class 8 contains 185916 members 
Mstep: Class 9 contains 19345 members 
Mstep: Class 10 contains 150146 members 
Mstep: Class 11 contains 181128 members 
Mstep: Class 12 contains 9630 members 
Mstep: Class 13 contains 32161 members 
Mstep: Class 14 contains 22840 members 
Mstep: Class 15 contains 39380 members 
Mstep: Class 16 contains 19583 members 
Mstep: Class 17 contains 26785 members 
Mstep: Class 18 contains 16796 members 
Mstep: Class 19 contains 13314 members 
Mstep: Class 20 contains 9388 members 
Mstep: Class 21 contains 37238 members 
Mstep: Class 22 contains 26728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101954984.000000 Penalty: 73762.773438
Iteration 12Q: 22 clusters Score -1.01955e+08 nChanged 54622
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 103790 members 
Mstep: Class 2 contains 80205 members 
Mstep: Class 4 contains 374842 members 
Mstep: Class 5 contains 18279 members 
Mstep: Class 6 contains 23594 members 
Mstep: Class 7 contains 15365 members 
Mstep: Class 8 contains 190519 members 
Mstep: Class 9 contains 19485 members 
Mstep: Class 10 contains 148064 members 
Mstep: Class 11 contains 188670 members 
Mstep: Class 12 contains 9183 members 
Mstep: Class 13 contains 34108 members 
Mstep: Class 14 contains 22099 members 
Mstep: Class 15 contains 41851 members 
Mstep: Class 16 contains 19979 members 
Mstep: Class 17 contains 27538 members 
Mstep: Class 18 contains 15036 members 
Mstep: Class 19 contains 14657 members 
Mstep: Class 20 contains 10459 members 
Mstep: Class 21 contains 35855 members 
Mstep: Class 22 contains 22391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101985000.000000 Penalty: 73762.773438
Iteration 13Q: 22 clusters Score -1.01985e+08 nChanged 46701
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 112458 members 
Mstep: Class 2 contains 72373 members 
Mstep: Class 4 contains 369250 members 
Mstep: Class 5 contains 15853 members 
Mstep: Class 6 contains 23002 members 
Mstep: Class 7 contains 15575 members 
Mstep: Class 8 contains 193533 members 
Mstep: Class 9 contains 19588 members 
Mstep: Class 10 contains 145708 members 
Mstep: Class 11 contains 195261 members 
Mstep: Class 12 contains 8762 members 
Mstep: Class 13 contains 35623 members 
Mstep: Class 14 contains 21513 members 
Mstep: Class 15 contains 44016 members 
Mstep: Class 16 contains 21008 members 
Mstep: Class 17 contains 28064 members 
Mstep: Class 18 contains 13684 members 
Mstep: Class 19 contains 15833 members 
Mstep: Class 20 contains 12063 members 
Mstep: Class 21 contains 34525 members 
Mstep: Class 22 contains 18279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102010208.000000 Penalty: 73762.773438
Iteration 14Q: 22 clusters Score -1.020102e+08 nChanged 39932
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 120499 members 
Mstep: Class 2 contains 65114 members 
Mstep: Class 4 contains 363366 members 
Mstep: Class 5 contains 16163 members 
Mstep: Class 6 contains 22568 members 
Mstep: Class 7 contains 15704 members 
Mstep: Class 8 contains 195236 members 
Mstep: Class 9 contains 19635 members 
Mstep: Class 10 contains 143411 members 
Mstep: Class 11 contains 200164 members 
Mstep: Class 12 contains 8381 members 
Mstep: Class 13 contains 36721 members 
Mstep: Class 14 contains 20999 members 
Mstep: Class 15 contains 45777 members 
Mstep: Class 16 contains 22477 members 
Mstep: Class 17 contains 28401 members 
Mstep: Class 18 contains 12674 members 
Mstep: Class 19 contains 16870 members 
Mstep: Class 20 contains 13835 members 
Mstep: Class 21 contains 33251 members 
Mstep: Class 22 contains 14726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102030792.000000 Penalty: 73762.773438
Iteration 15Q: 22 clusters Score -1.020308e+08 nChanged 35376
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 128151 members 
Mstep: Class 2 contains 58620 members 
Mstep: Class 4 contains 357367 members 
Mstep: Class 5 contains 17901 members 
Mstep: Class 6 contains 22252 members 
Mstep: Class 7 contains 15835 members 
Mstep: Class 8 contains 195845 members 
Mstep: Class 9 contains 19648 members 
Mstep: Class 10 contains 141250 members 
Mstep: Class 11 contains 203885 members 
Mstep: Class 12 contains 7999 members 
Mstep: Class 13 contains 37428 members 
Mstep: Class 14 contains 20600 members 
Mstep: Class 15 contains 47360 members 
Mstep: Class 16 contains 24056 members 
Mstep: Class 17 contains 28695 members 
Mstep: Class 18 contains 11815 members 
Mstep: Class 19 contains 17745 members 
Mstep: Class 20 contains 15585 members 
Mstep: Class 21 contains 32163 members 
Mstep: Class 22 contains 11771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102045504.000000 Penalty: 73762.773438
Iteration 16Q: 22 clusters Score -1.020455e+08 nChanged 30851
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 135197 members 
Mstep: Class 2 contains 53047 members 
Mstep: Class 4 contains 351635 members 
Mstep: Class 5 contains 20111 members 
Mstep: Class 6 contains 22030 members 
Mstep: Class 7 contains 15917 members 
Mstep: Class 8 contains 195613 members 
Mstep: Class 9 contains 19613 members 
Mstep: Class 10 contains 139382 members 
Mstep: Class 11 contains 206722 members 
Mstep: Class 12 contains 7637 members 
Mstep: Class 13 contains 37898 members 
Mstep: Class 14 contains 20286 members 
Mstep: Class 15 contains 48579 members 
Mstep: Class 16 contains 25551 members 
Mstep: Class 17 contains 29032 members 
Mstep: Class 18 contains 11116 members 
Mstep: Class 19 contains 18499 members 
Mstep: Class 20 contains 17347 members 
Mstep: Class 21 contains 31162 members 
Mstep: Class 22 contains 9597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102056096.000000 Penalty: 73762.773438
Iteration 17Q: 22 clusters Score -1.020561e+08 nChanged 27314
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 141810 members 
Mstep: Class 2 contains 48278 members 
Mstep: Class 4 contains 345946 members 
Mstep: Class 5 contains 22756 members 
Mstep: Class 6 contains 21865 members 
Mstep: Class 7 contains 16011 members 
Mstep: Class 8 contains 195049 members 
Mstep: Class 9 contains 19581 members 
Mstep: Class 10 contains 137653 members 
Mstep: Class 11 contains 208763 members 
Mstep: Class 12 contains 7317 members 
Mstep: Class 13 contains 38152 members 
Mstep: Class 14 contains 20027 members 
Mstep: Class 15 contains 49456 members 
Mstep: Class 16 contains 26921 members 
Mstep: Class 17 contains 29418 members 
Mstep: Class 18 contains 10448 members 
Mstep: Class 19 contains 19146 members 
Mstep: Class 20 contains 18994 members 
Mstep: Class 21 contains 30248 members 
Mstep: Class 22 contains 8132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102066232.000000 Penalty: 73762.773438
Iteration 18Q: 22 clusters Score -1.020662e+08 nChanged 24268
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 147961 members 
Mstep: Class 2 contains 44336 members 
Mstep: Class 4 contains 340460 members 
Mstep: Class 5 contains 25596 members 
Mstep: Class 6 contains 21740 members 
Mstep: Class 7 contains 16160 members 
Mstep: Class 8 contains 194150 members 
Mstep: Class 9 contains 19514 members 
Mstep: Class 10 contains 136059 members 
Mstep: Class 11 contains 210166 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 38246 members 
Mstep: Class 14 contains 19801 members 
Mstep: Class 15 contains 50146 members 
Mstep: Class 16 contains 28115 members 
Mstep: Class 17 contains 29846 members 
Mstep: Class 18 contains 9764 members 
Mstep: Class 19 contains 19681 members 
Mstep: Class 20 contains 20458 members 
Mstep: Class 21 contains 29463 members 
Mstep: Class 22 contains 7280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102074680.000000 Penalty: 73762.773438
Iteration 19Q: 22 clusters Score -1.020747e+08 nChanged 21698
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 153822 members 
Mstep: Class 2 contains 41021 members 
Mstep: Class 4 contains 335198 members 
Mstep: Class 5 contains 28415 members 
Mstep: Class 6 contains 21685 members 
Mstep: Class 7 contains 16277 members 
Mstep: Class 8 contains 193084 members 
Mstep: Class 9 contains 19449 members 
Mstep: Class 10 contains 134688 members 
Mstep: Class 11 contains 211152 members 
Mstep: Class 12 contains 6797 members 
Mstep: Class 13 contains 38211 members 
Mstep: Class 14 contains 19582 members 
Mstep: Class 15 contains 50663 members 
Mstep: Class 16 contains 28993 members 
Mstep: Class 17 contains 30328 members 
Mstep: Class 18 contains 9069 members 
Mstep: Class 19 contains 20097 members 
Mstep: Class 20 contains 21922 members 
Mstep: Class 21 contains 28751 members 
Mstep: Class 22 contains 6768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102083744.000000 Penalty: 73762.773438
Iteration 20F: 22 clusters Score -1.020837e+08 nChanged 20641
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 159498 members 
Mstep: Class 2 contains 38243 members 
Mstep: Class 4 contains 329917 members 
Mstep: Class 5 contains 31191 members 
Mstep: Class 6 contains 21623 members 
Mstep: Class 7 contains 16416 members 
Mstep: Class 8 contains 191774 members 
Mstep: Class 9 contains 19377 members 
Mstep: Class 10 contains 133442 members 
Mstep: Class 11 contains 211814 members 
Mstep: Class 12 contains 6585 members 
Mstep: Class 13 contains 38092 members 
Mstep: Class 14 contains 19369 members 
Mstep: Class 15 contains 51107 members 
Mstep: Class 16 contains 29810 members 
Mstep: Class 17 contains 31033 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 20534 members 
Mstep: Class 20 contains 23415 members 
Mstep: Class 21 contains 28066 members 
Mstep: Class 22 contains 6539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102091408.000000 Penalty: 73762.773438
Iteration 21Q: 22 clusters Score -1.020914e+08 nChanged 19635
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 164863 members 
Mstep: Class 2 contains 36088 members 
Mstep: Class 4 contains 324975 members 
Mstep: Class 5 contains 33928 members 
Mstep: Class 6 contains 21591 members 
Mstep: Class 7 contains 16601 members 
Mstep: Class 8 contains 190347 members 
Mstep: Class 9 contains 19310 members 
Mstep: Class 10 contains 132289 members 
Mstep: Class 11 contains 212297 members 
Mstep: Class 12 contains 6394 members 
Mstep: Class 13 contains 37882 members 
Mstep: Class 14 contains 19171 members 
Mstep: Class 15 contains 51417 members 
Mstep: Class 16 contains 30417 members 
Mstep: Class 17 contains 31877 members 
Mstep: Class 18 contains 7012 members 
Mstep: Class 19 contains 20953 members 
Mstep: Class 20 contains 24739 members 
Mstep: Class 21 contains 27384 members 
Mstep: Class 22 contains 6445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102099680.000000 Penalty: 73762.773438
Iteration 22Q: 22 clusters Score -1.020997e+08 nChanged 18075
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 169938 members 
Mstep: Class 2 contains 34546 members 
Mstep: Class 4 contains 320363 members 
Mstep: Class 5 contains 36523 members 
Mstep: Class 6 contains 21600 members 
Mstep: Class 7 contains 16829 members 
Mstep: Class 8 contains 188806 members 
Mstep: Class 9 contains 19224 members 
Mstep: Class 10 contains 131309 members 
Mstep: Class 11 contains 212677 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 37669 members 
Mstep: Class 14 contains 18976 members 
Mstep: Class 15 contains 51683 members 
Mstep: Class 16 contains 30849 members 
Mstep: Class 17 contains 32370 members 
Mstep: Class 18 contains 6160 members 
Mstep: Class 19 contains 21320 members 
Mstep: Class 20 contains 25861 members 
Mstep: Class 21 contains 26612 members 
Mstep: Class 22 contains 6423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102105848.000000 Penalty: 73762.773438
Iteration 23Q: 22 clusters Score -1.021058e+08 nChanged 16629
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 174742 members 
Mstep: Class 2 contains 33391 members 
Mstep: Class 4 contains 316014 members 
Mstep: Class 5 contains 38965 members 
Mstep: Class 6 contains 21606 members 
Mstep: Class 7 contains 17189 members 
Mstep: Class 8 contains 187269 members 
Mstep: Class 9 contains 19142 members 
Mstep: Class 10 contains 130404 members 
Mstep: Class 11 contains 212977 members 
Mstep: Class 12 contains 6114 members 
Mstep: Class 13 contains 37435 members 
Mstep: Class 14 contains 18822 members 
Mstep: Class 15 contains 51915 members 
Mstep: Class 16 contains 31193 members 
Mstep: Class 17 contains 32374 members 
Mstep: Class 18 contains 5787 members 
Mstep: Class 19 contains 21631 members 
Mstep: Class 20 contains 26768 members 
Mstep: Class 21 contains 25744 members 
Mstep: Class 22 contains 6499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102110296.000000 Penalty: 73762.773438
Iteration 24Q: 22 clusters Score -1.021103e+08 nChanged 15150
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 179091 members 
Mstep: Class 2 contains 32566 members 
Mstep: Class 4 contains 312040 members 
Mstep: Class 5 contains 41283 members 
Mstep: Class 6 contains 21641 members 
Mstep: Class 7 contains 17735 members 
Mstep: Class 8 contains 185775 members 
Mstep: Class 9 contains 19063 members 
Mstep: Class 10 contains 129638 members 
Mstep: Class 11 contains 213189 members 
Mstep: Class 12 contains 6025 members 
Mstep: Class 13 contains 37191 members 
Mstep: Class 14 contains 18660 members 
Mstep: Class 15 contains 52083 members 
Mstep: Class 16 contains 31405 members 
Mstep: Class 17 contains 32169 members 
Mstep: Class 18 contains 5657 members 
Mstep: Class 19 contains 21875 members 
Mstep: Class 20 contains 27433 members 
Mstep: Class 21 contains 24817 members 
Mstep: Class 22 contains 6644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102113376.000000 Penalty: 73762.773438
Iteration 25Q: 22 clusters Score -1.021134e+08 nChanged 13728
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 183099 members 
Mstep: Class 2 contains 31933 members 
Mstep: Class 4 contains 308477 members 
Mstep: Class 5 contains 43394 members 
Mstep: Class 6 contains 21695 members 
Mstep: Class 7 contains 18439 members 
Mstep: Class 8 contains 184405 members 
Mstep: Class 9 contains 18991 members 
Mstep: Class 10 contains 128965 members 
Mstep: Class 11 contains 213301 members 
Mstep: Class 12 contains 5961 members 
Mstep: Class 13 contains 36947 members 
Mstep: Class 14 contains 18507 members 
Mstep: Class 15 contains 52240 members 
Mstep: Class 16 contains 31489 members 
Mstep: Class 17 contains 31919 members 
Mstep: Class 18 contains 5604 members 
Mstep: Class 19 contains 22064 members 
Mstep: Class 20 contains 27842 members 
Mstep: Class 21 contains 23803 members 
Mstep: Class 22 contains 6905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102116248.000000 Penalty: 73762.773438
Iteration 26Q: 22 clusters Score -1.021162e+08 nChanged 12746
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 186817 members 
Mstep: Class 2 contains 31434 members 
Mstep: Class 4 contains 305279 members 
Mstep: Class 5 contains 45303 members 
Mstep: Class 6 contains 21741 members 
Mstep: Class 7 contains 19378 members 
Mstep: Class 8 contains 183129 members 
Mstep: Class 9 contains 18922 members 
Mstep: Class 10 contains 128367 members 
Mstep: Class 11 contains 213355 members 
Mstep: Class 12 contains 5909 members 
Mstep: Class 13 contains 36700 members 
Mstep: Class 14 contains 18358 members 
Mstep: Class 15 contains 52397 members 
Mstep: Class 16 contains 31487 members 
Mstep: Class 17 contains 31714 members 
Mstep: Class 18 contains 5575 members 
Mstep: Class 19 contains 22224 members 
Mstep: Class 20 contains 27980 members 
Mstep: Class 21 contains 22676 members 
Mstep: Class 22 contains 7236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102119144.000000 Penalty: 73762.773438
Iteration 27Q: 22 clusters Score -1.021191e+08 nChanged 11782
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 190255 members 
Mstep: Class 2 contains 30987 members 
Mstep: Class 4 contains 302416 members 
Mstep: Class 5 contains 47057 members 
Mstep: Class 6 contains 21768 members 
Mstep: Class 7 contains 20550 members 
Mstep: Class 8 contains 182081 members 
Mstep: Class 9 contains 18862 members 
Mstep: Class 10 contains 127787 members 
Mstep: Class 11 contains 213377 members 
Mstep: Class 12 contains 5862 members 
Mstep: Class 13 contains 36437 members 
Mstep: Class 14 contains 18210 members 
Mstep: Class 15 contains 52565 members 
Mstep: Class 16 contains 31416 members 
Mstep: Class 17 contains 31541 members 
Mstep: Class 18 contains 5573 members 
Mstep: Class 19 contains 22348 members 
Mstep: Class 20 contains 27810 members 
Mstep: Class 21 contains 21464 members 
Mstep: Class 22 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102121528.000000 Penalty: 73762.773438
Iteration 28Q: 22 clusters Score -1.021215e+08 nChanged 11027
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 193359 members 
Mstep: Class 2 contains 30540 members 
Mstep: Class 4 contains 299813 members 
Mstep: Class 5 contains 48666 members 
Mstep: Class 6 contains 21843 members 
Mstep: Class 7 contains 21918 members 
Mstep: Class 8 contains 181160 members 
Mstep: Class 9 contains 18803 members 
Mstep: Class 10 contains 127226 members 
Mstep: Class 11 contains 213323 members 
Mstep: Class 12 contains 5835 members 
Mstep: Class 13 contains 36192 members 
Mstep: Class 14 contains 18059 members 
Mstep: Class 15 contains 52742 members 
Mstep: Class 16 contains 31308 members 
Mstep: Class 17 contains 31359 members 
Mstep: Class 18 contains 5580 members 
Mstep: Class 19 contains 22451 members 
Mstep: Class 20 contains 27522 members 
Mstep: Class 21 contains 20256 members 
Mstep: Class 22 contains 8025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102123344.000000 Penalty: 73762.773438
Iteration 29Q: 22 clusters Score -1.021233e+08 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 196123 members 
Mstep: Class 2 contains 30183 members 
Mstep: Class 4 contains 297525 members 
Mstep: Class 5 contains 50197 members 
Mstep: Class 6 contains 21911 members 
Mstep: Class 7 contains 23391 members 
Mstep: Class 8 contains 180320 members 
Mstep: Class 9 contains 18738 members 
Mstep: Class 10 contains 126769 members 
Mstep: Class 11 contains 213225 members 
Mstep: Class 12 contains 5817 members 
Mstep: Class 13 contains 35963 members 
Mstep: Class 14 contains 17909 members 
Mstep: Class 15 contains 52942 members 
Mstep: Class 16 contains 31100 members 
Mstep: Class 17 contains 31200 members 
Mstep: Class 18 contains 5591 members 
Mstep: Class 19 contains 22518 members 
Mstep: Class 20 contains 27070 members 
Mstep: Class 21 contains 19017 members 
Mstep: Class 22 contains 8470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102125600.000000 Penalty: 73762.773438
Iteration 30Q: 22 clusters Score -1.021256e+08 nChanged 9312
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 198634 members 
Mstep: Class 2 contains 29872 members 
Mstep: Class 4 contains 295366 members 
Mstep: Class 5 contains 51646 members 
Mstep: Class 6 contains 21957 members 
Mstep: Class 7 contains 24968 members 
Mstep: Class 8 contains 179645 members 
Mstep: Class 9 contains 18666 members 
Mstep: Class 10 contains 126336 members 
Mstep: Class 11 contains 213150 members 
Mstep: Class 12 contains 5806 members 
Mstep: Class 13 contains 35788 members 
Mstep: Class 14 contains 17807 members 
Mstep: Class 15 contains 53146 members 
Mstep: Class 16 contains 30834 members 
Mstep: Class 17 contains 31044 members 
Mstep: Class 18 contains 5595 members 
Mstep: Class 19 contains 22582 members 
Mstep: Class 20 contains 26512 members 
Mstep: Class 21 contains 17748 members 
Mstep: Class 22 contains 8877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102127256.000000 Penalty: 73762.773438
Iteration 31Q: 22 clusters Score -1.021273e+08 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 200975 members 
Mstep: Class 2 contains 29656 members 
Mstep: Class 4 contains 293459 members 
Mstep: Class 5 contains 53039 members 
Mstep: Class 6 contains 21973 members 
Mstep: Class 7 contains 26454 members 
Mstep: Class 8 contains 178890 members 
Mstep: Class 9 contains 18594 members 
Mstep: Class 10 contains 125971 members 
Mstep: Class 11 contains 213039 members 
Mstep: Class 12 contains 5793 members 
Mstep: Class 13 contains 35600 members 
Mstep: Class 14 contains 17719 members 
Mstep: Class 15 contains 53394 members 
Mstep: Class 16 contains 30495 members 
Mstep: Class 17 contains 30910 members 
Mstep: Class 18 contains 5592 members 
Mstep: Class 19 contains 22628 members 
Mstep: Class 20 contains 25876 members 
Mstep: Class 21 contains 16633 members 
Mstep: Class 22 contains 9288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102128776.000000 Penalty: 73762.773438
Iteration 32Q: 22 clusters Score -1.021288e+08 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 203164 members 
Mstep: Class 2 contains 29459 members 
Mstep: Class 4 contains 291787 members 
Mstep: Class 5 contains 54397 members 
Mstep: Class 6 contains 21972 members 
Mstep: Class 7 contains 27847 members 
Mstep: Class 8 contains 178194 members 
Mstep: Class 9 contains 18533 members 
Mstep: Class 10 contains 125595 members 
Mstep: Class 11 contains 212879 members 
Mstep: Class 12 contains 5779 members 
Mstep: Class 13 contains 35411 members 
Mstep: Class 14 contains 17643 members 
Mstep: Class 15 contains 53659 members 
Mstep: Class 16 contains 30127 members 
Mstep: Class 17 contains 30797 members 
Mstep: Class 18 contains 5593 members 
Mstep: Class 19 contains 22644 members 
Mstep: Class 20 contains 25113 members 
Mstep: Class 21 contains 15647 members 
Mstep: Class 22 contains 9738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102130144.000000 Penalty: 73762.773438
Iteration 33Q: 22 clusters Score -1.021301e+08 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 205167 members 
Mstep: Class 2 contains 29309 members 
Mstep: Class 4 contains 290302 members 
Mstep: Class 5 contains 55719 members 
Mstep: Class 6 contains 21969 members 
Mstep: Class 7 contains 29143 members 
Mstep: Class 8 contains 177495 members 
Mstep: Class 9 contains 18486 members 
Mstep: Class 10 contains 125258 members 
Mstep: Class 11 contains 212770 members 
Mstep: Class 12 contains 5772 members 
Mstep: Class 13 contains 35274 members 
Mstep: Class 14 contains 17556 members 
Mstep: Class 15 contains 53934 members 
Mstep: Class 16 contains 29726 members 
Mstep: Class 17 contains 30707 members 
Mstep: Class 18 contains 5592 members 
Mstep: Class 19 contains 22669 members 
Mstep: Class 20 contains 24308 members 
Mstep: Class 21 contains 14704 members 
Mstep: Class 22 contains 10118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102130984.000000 Penalty: 73762.773438
Iteration 34Q: 22 clusters Score -1.02131e+08 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 206941 members 
Mstep: Class 2 contains 29173 members 
Mstep: Class 4 contains 289010 members 
Mstep: Class 5 contains 57055 members 
Mstep: Class 6 contains 21970 members 
Mstep: Class 7 contains 30274 members 
Mstep: Class 8 contains 176786 members 
Mstep: Class 9 contains 18443 members 
Mstep: Class 10 contains 124981 members 
Mstep: Class 11 contains 212633 members 
Mstep: Class 12 contains 5765 members 
Mstep: Class 13 contains 35138 members 
Mstep: Class 14 contains 17493 members 
Mstep: Class 15 contains 54131 members 
Mstep: Class 16 contains 29316 members 
Mstep: Class 17 contains 30644 members 
Mstep: Class 18 contains 5587 members 
Mstep: Class 19 contains 22681 members 
Mstep: Class 20 contains 23496 members 
Mstep: Class 21 contains 13960 members 
Mstep: Class 22 contains 10502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102132296.000000 Penalty: 73762.773438
Iteration 35Q: 22 clusters Score -1.021323e+08 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 208603 members 
Mstep: Class 2 contains 29055 members 
Mstep: Class 4 contains 287855 members 
Mstep: Class 5 contains 58314 members 
Mstep: Class 6 contains 21980 members 
Mstep: Class 7 contains 31215 members 
Mstep: Class 8 contains 176143 members 
Mstep: Class 9 contains 18396 members 
Mstep: Class 10 contains 124737 members 
Mstep: Class 11 contains 212448 members 
Mstep: Class 12 contains 5760 members 
Mstep: Class 13 contains 35013 members 
Mstep: Class 14 contains 17431 members 
Mstep: Class 15 contains 54355 members 
Mstep: Class 16 contains 28927 members 
Mstep: Class 17 contains 30579 members 
Mstep: Class 18 contains 5591 members 
Mstep: Class 19 contains 22703 members 
Mstep: Class 20 contains 22642 members 
Mstep: Class 21 contains 13331 members 
Mstep: Class 22 contains 10901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102132608.000000 Penalty: 73762.773438
Iteration 36Q: 22 clusters Score -1.021326e+08 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 210136 members 
Mstep: Class 2 contains 28966 members 
Mstep: Class 4 contains 286885 members 
Mstep: Class 5 contains 59517 members 
Mstep: Class 6 contains 21999 members 
Mstep: Class 7 contains 31984 members 
Mstep: Class 8 contains 175577 members 
Mstep: Class 9 contains 18372 members 
Mstep: Class 10 contains 124542 members 
Mstep: Class 11 contains 212258 members 
Mstep: Class 12 contains 5758 members 
Mstep: Class 13 contains 34909 members 
Mstep: Class 14 contains 17376 members 
Mstep: Class 15 contains 54513 members 
Mstep: Class 16 contains 28506 members 
Mstep: Class 17 contains 30504 members 
Mstep: Class 18 contains 5589 members 
Mstep: Class 19 contains 22715 members 
Mstep: Class 20 contains 21769 members 
Mstep: Class 21 contains 12819 members 
Mstep: Class 22 contains 11285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102133696.000000 Penalty: 73762.773438
Iteration 37Q: 22 clusters Score -1.021337e+08 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 211630 members 
Mstep: Class 2 contains 28894 members 
Mstep: Class 4 contains 286064 members 
Mstep: Class 5 contains 60682 members 
Mstep: Class 6 contains 22035 members 
Mstep: Class 7 contains 32598 members 
Mstep: Class 8 contains 175052 members 
Mstep: Class 9 contains 18362 members 
Mstep: Class 10 contains 124356 members 
Mstep: Class 11 contains 212070 members 
Mstep: Class 12 contains 5758 members 
Mstep: Class 13 contains 34816 members 
Mstep: Class 14 contains 17326 members 
Mstep: Class 15 contains 54652 members 
Mstep: Class 16 contains 28026 members 
Mstep: Class 17 contains 30440 members 
Mstep: Class 18 contains 5586 members 
Mstep: Class 19 contains 22725 members 
Mstep: Class 20 contains 20883 members 
Mstep: Class 21 contains 12386 members 
Mstep: Class 22 contains 11638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102134352.000000 Penalty: 73762.773438
Iteration 38Q: 22 clusters Score -1.021344e+08 nChanged 4812
Entering ConstructFrom: 
Score: -102134352.000000 Penalty: 73762.773438
Entering ConstructFrom: 
Trying to split cluster 1 (213109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213109 members 
Entering Unmasked Estep 
Score: -16000917.000000 Penalty: 3042.850586
	Iteration 0F: 2 clusters Score -1.600092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106345 members 
Mstep: Class 2 contains 106764 members 
Entering Unmasked Estep 
Score: -15858251.000000 Penalty: 6085.701172
	Iteration 0F: 3 clusters Score -1.585825e+07 nChanged 102540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104539 members 
Mstep: Class 2 contains 108570 members 
Entering Unmasked Estep 
Score: -15918762.000000 Penalty: 6085.701172
	Iteration 1F: 3 clusters Score -1.591876e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102946 members 
Mstep: Class 2 contains 110163 members 
Entering Unmasked Estep 
Score: -15920611.000000 Penalty: 6085.701172
	Iteration 2Q: 3 clusters Score -1.592061e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100240 members 
Mstep: Class 2 contains 112869 members 
Entering Unmasked Estep 
Score: -15922914.000000 Penalty: 6085.701172
	Iteration 3Q: 3 clusters Score -1.592291e+07 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95905 members 
Mstep: Class 2 contains 117204 members 
Entering Unmasked Estep 
Score: -15925661.000000 Penalty: 6085.701172
	Iteration 4Q: 3 clusters Score -1.592566e+07 nChanged 9500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89537 members 
Mstep: Class 2 contains 123572 members 
Entering Unmasked Estep 
Score: -15929517.000000 Penalty: 6085.701172
	Iteration 5Q: 3 clusters Score -1.592952e+07 nChanged 11408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80263 members 
Mstep: Class 2 contains 132846 members 
Entering Unmasked Estep 
Score: -15935462.000000 Penalty: 6085.701172
	Iteration 6F: 3 clusters Score -1.593546e+07 nChanged 13754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67905 members 
Mstep: Class 2 contains 145204 members 
Entering Unmasked Estep 
Score: -15944763.000000 Penalty: 6085.701172
	Iteration 7F: 3 clusters Score -1.594476e+07 nChanged 15374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 159770 members 
Entering Unmasked Estep 
Score: -15956868.000000 Penalty: 6085.701172
	Iteration 8F: 3 clusters Score -1.595687e+07 nChanged 14630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 173912 members 
Entering Unmasked Estep 
Score: -15969716.000000 Penalty: 6085.701172
	Iteration 9F: 3 clusters Score -1.596972e+07 nChanged 11668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 185186 members 
Entering Unmasked Estep 
Score: -15980443.000000 Penalty: 6085.701172
	Iteration 10F: 3 clusters Score -1.598044e+07 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 192899 members 
Entering Unmasked Estep 
Score: -15987669.000000 Penalty: 6085.701172
	Iteration 11Q: 3 clusters Score -1.598767e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 197833 members 
Entering Unmasked Estep 
Score: -15991849.000000 Penalty: 6085.701172
	Iteration 12Q: 3 clusters Score -1.599185e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 201230 members 
Entering Unmasked Estep 
Score: -15994671.000000 Penalty: 6085.701172
	Iteration 13Q: 3 clusters Score -1.599467e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 203522 members 
Entering Unmasked Estep 
Score: -15996384.000000 Penalty: 6085.701172
	Iteration 14Q: 3 clusters Score -1.599638e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 205233 members 
Entering Unmasked Estep 
Score: -15997473.000000 Penalty: 6085.701172
	Iteration 15Q: 3 clusters Score -1.599747e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 206390 members 
Entering Unmasked Estep 
Score: -15998173.000000 Penalty: 6085.701172
	Iteration 16Q: 3 clusters Score -1.599817e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 207198 members 
Entering Unmasked Estep 
Score: -15998651.000000 Penalty: 6085.701172
	Iteration 17Q: 3 clusters Score -1.599865e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 207755 members 
Entering Unmasked Estep 
Score: -15998989.000000 Penalty: 6085.701172
	Iteration 18Q: 3 clusters Score -1.599899e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 208172 members 
Entering Unmasked Estep 
Score: -15999132.000000 Penalty: 6085.701172
	Iteration 19Q: 3 clusters Score -1.599913e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 208496 members 
Entering Unmasked Estep 
Score: -15999285.000000 Penalty: 6085.701172
	Iteration 20F: 3 clusters Score -1.599928e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 208739 members 
Entering Unmasked Estep 
Score: -15999373.000000 Penalty: 6085.701172
	Iteration 21Q: 3 clusters Score -1.599937e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 208923 members 
Entering Unmasked Estep 
Score: -15999410.000000 Penalty: 6085.701172
	Iteration 22Q: 3 clusters Score -1.599941e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 209076 members 
Entering Unmasked Estep 
Score: -15999444.000000 Penalty: 6085.701172
	Iteration 23Q: 3 clusters Score -1.599944e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 209199 members 
Entering Unmasked Estep 
Score: -15999450.000000 Penalty: 6085.701172
	Iteration 24Q: 3 clusters Score -1.599945e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 209286 members 
Entering Unmasked Estep 
Score: -15999444.000000 Penalty: 6085.701172
	Iteration 25Q: 3 clusters Score -1.599944e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 209356 members 
Entering Unmasked Estep 
Score: -15999445.000000 Penalty: 6085.701172
	Iteration 26Q: 3 clusters Score -1.599944e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 209422 members 
Entering Unmasked Estep 
Score: -15999464.000000 Penalty: 6085.701172
	Iteration 27Q: 3 clusters Score -1.599946e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 209477 members 
Entering Unmasked Estep 
Score: -15999473.000000 Penalty: 6085.701172
	Iteration 28Q: 3 clusters Score -1.599947e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 209537 members 
Entering Unmasked Estep 
Score: -15999469.000000 Penalty: 6085.701172
	Iteration 29Q: 3 clusters Score -1.599947e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 209597 members 
Entering Unmasked Estep 
Score: -15999493.000000 Penalty: 6085.701172
	Iteration 30Q: 3 clusters Score -1.599949e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 209648 members 
Entering Unmasked Estep 
Score: -15999487.000000 Penalty: 6085.701172
	Iteration 31Q: 3 clusters Score -1.599949e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 209689 members 
Entering Unmasked Estep 
Score: -15999515.000000 Penalty: 6085.701172
	Iteration 32Q: 3 clusters Score -1.599952e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 209726 members 
Entering Unmasked Estep 
Score: -15999529.000000 Penalty: 6085.701172
	Iteration 33Q: 3 clusters Score -1.599953e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 209766 members 
Entering Unmasked Estep 
Score: -15999530.000000 Penalty: 6085.701172
	Iteration 34Q: 3 clusters Score -1.599953e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 209796 members 
Entering Unmasked Estep 
Score: -15999527.000000 Penalty: 6085.701172
	Iteration 35Q: 3 clusters Score -1.599953e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 209818 members 
Entering Unmasked Estep 
Score: -15999530.000000 Penalty: 6085.701172
	Iteration 36Q: 3 clusters Score -1.599953e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 209838 members 
Entering Unmasked Estep 
Score: -15999538.000000 Penalty: 6085.701172
	Iteration 37Q: 3 clusters Score -1.599954e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 209858 members 
Entering Unmasked Estep 
Score: -15999545.000000 Penalty: 6085.701172
	Iteration 38Q: 3 clusters Score -1.599954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 209874 members 
Entering Unmasked Estep 
Score: -15999548.000000 Penalty: 6085.701172
	Iteration 39Q: 3 clusters Score -1.599955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 209882 members 
Entering Unmasked Estep 
Score: -15999560.000000 Penalty: 6085.701172
	Iteration 40F: 3 clusters Score -1.599956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 209893 members 
Entering Unmasked Estep 
Score: -15999518.000000 Penalty: 6085.701172
	Iteration 41Q: 3 clusters Score -1.599952e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 209908 members 
Entering Unmasked Estep 
Score: -15999546.000000 Penalty: 6085.701172
	Iteration 42Q: 3 clusters Score -1.599955e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 209925 members 
Entering Unmasked Estep 
Score: -15999532.000000 Penalty: 6085.701172
	Iteration 43Q: 3 clusters Score -1.599953e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 209940 members 
Entering Unmasked Estep 
Score: -15999545.000000 Penalty: 6085.701172
	Iteration 44Q: 3 clusters Score -1.599954e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 209953 members 
Entering Unmasked Estep 
Score: -15999552.000000 Penalty: 6085.701172
	Iteration 45Q: 3 clusters Score -1.599955e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 209964 members 
Entering Unmasked Estep 
Score: -15999548.000000 Penalty: 6085.701172
	Iteration 46Q: 3 clusters Score -1.599955e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 209973 members 
Entering Unmasked Estep 
Score: -15999555.000000 Penalty: 6085.701172
	Iteration 47Q: 3 clusters Score -1.599956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 209974 members 
Entering Unmasked Estep 
Score: -15999554.000000 Penalty: 6085.701172
	Iteration 48Q: 3 clusters Score -1.599955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 209976 members 
Entering Unmasked Estep 
Score: -15999551.000000 Penalty: 6085.701172
	Iteration 49Q: 3 clusters Score -1.599955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 209983 members 
Entering Unmasked Estep 
Score: -15999558.000000 Penalty: 6085.701172
	Iteration 50Q: 3 clusters Score -1.599956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 209985 members 
Entering Unmasked Estep 
Score: -15999564.000000 Penalty: 6085.701172
	Iteration 51Q: 3 clusters Score -1.599956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 209990 members 
Entering Unmasked Estep 
Score: -15999560.000000 Penalty: 6085.701172
	Iteration 52Q: 3 clusters Score -1.599956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 210000 members 
Entering Unmasked Estep 
Score: -15999556.000000 Penalty: 6085.701172
	Iteration 53Q: 3 clusters Score -1.599956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 210008 members 
Entering Unmasked Estep 
Score: -15999558.000000 Penalty: 6085.701172
	Iteration 54Q: 3 clusters Score -1.599956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 210020 members 
Entering Unmasked Estep 
Score: -15999565.000000 Penalty: 6085.701172
	Iteration 55Q: 3 clusters Score -1.599956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 210031 members 
Entering Unmasked Estep 
Score: -15999579.000000 Penalty: 6085.701172
	Iteration 56Q: 3 clusters Score -1.599958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 210041 members 
Entering Unmasked Estep 
Score: -15999570.000000 Penalty: 6085.701172
	Iteration 57Q: 3 clusters Score -1.599957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 210049 members 
Entering Unmasked Estep 
Score: -15999573.000000 Penalty: 6085.701172
	Iteration 58Q: 3 clusters Score -1.599957e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 210058 members 
Entering Unmasked Estep 
Score: -15999556.000000 Penalty: 6085.701172
	Iteration 59Q: 3 clusters Score -1.599956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 210064 members 
Entering Unmasked Estep 
Score: -15999547.000000 Penalty: 6085.701172
	Iteration 60F: 3 clusters Score -1.599955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 210073 members 
Entering Unmasked Estep 
Score: -15999540.000000 Penalty: 6085.701172
	Iteration 61Q: 3 clusters Score -1.599954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 210075 members 
Entering Unmasked Estep 
Score: -15999540.000000 Penalty: 6085.701172
	Iteration 62Q: 3 clusters Score -1.599954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 210076 members 
Entering Unmasked Estep 
Score: -15999550.000000 Penalty: 6085.701172
	Iteration 63Q: 3 clusters Score -1.599955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 210080 members 
Entering Unmasked Estep 
Score: -15999546.000000 Penalty: 6085.701172
	Iteration 64Q: 3 clusters Score -1.599955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 210083 members 
Entering Unmasked Estep 
Score: -15999549.000000 Penalty: 6085.701172
	Iteration 65Q: 3 clusters Score -1.599955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 210087 members 
Entering Unmasked Estep 
Score: -15999557.000000 Penalty: 6085.701172
	Iteration 66Q: 3 clusters Score -1.599956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 210093 members 
Entering Unmasked Estep 
Score: -15999546.000000 Penalty: 6085.701172
	Iteration 67Q: 3 clusters Score -1.599955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 210100 members 
Entering Unmasked Estep 
Score: -15999555.000000 Penalty: 6085.701172
	Iteration 68Q: 3 clusters Score -1.599956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 210105 members 
Entering Unmasked Estep 
Score: -15999571.000000 Penalty: 6085.701172
	Iteration 69Q: 3 clusters Score -1.599957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 210112 members 
Entering Unmasked Estep 
Score: -15999573.000000 Penalty: 6085.701172
	Iteration 70Q: 3 clusters Score -1.599957e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 210116 members 
Entering Unmasked Estep 
Score: -15999573.000000 Penalty: 6085.701172
	Iteration 71Q: 3 clusters Score -1.599957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 210118 members 
Entering Unmasked Estep 
Score: -15999582.000000 Penalty: 6085.701172
	Iteration 72Q: 3 clusters Score -1.599958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 210119 members 
Entering Unmasked Estep 
Score: -15999576.000000 Penalty: 6085.701172
	Iteration 73Q: 3 clusters Score -1.599958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 210120 members 
Entering Unmasked Estep 
Score: -15999573.000000 Penalty: 6085.701172
	Iteration 74Q: 3 clusters Score -1.599957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 210120 members 
Entering Unmasked Estep 
Score: -15999573.000000 Penalty: 6085.701172
	Iteration 75F: 3 clusters Score -1.599957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Entering Unmasked Estep 
Score: -2098169.000000 Penalty: 2546.909424
	Iteration 0F: 2 clusters Score -2098169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2078411.875000 Penalty: 5093.818848
	Iteration 0F: 3 clusters Score -2078412 nChanged 12986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2086245.750000 Penalty: 5093.818848
	Iteration 1F: 3 clusters Score -2086246 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2087453.875000 Penalty: 5093.818848
	Iteration 2F: 3 clusters Score -2087454 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2088937.250000 Penalty: 5093.818848
	Iteration 3F: 3 clusters Score -2088937 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2090596.250000 Penalty: 5093.818848
	Iteration 4F: 3 clusters Score -2090596 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2092531.625000 Penalty: 5093.818848
	Iteration 5F: 3 clusters Score -2092532 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2094818.625000 Penalty: 5093.818848
	Iteration 6F: 3 clusters Score -2094819 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2096917.000000 Penalty: 5093.818848
	Iteration 7F: 3 clusters Score -2096917 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2098214.000000 Penalty: 5093.818848
	Iteration 8Q: 3 clusters Score -2098214 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2098926.000000 Penalty: 5093.818848
	Iteration 9Q: 3 clusters Score -2098926 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2099503.250000 Penalty: 5093.818848
	Iteration 10Q: 3 clusters Score -2099503 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2099823.750000 Penalty: 5093.818848
	Iteration 11Q: 3 clusters Score -2099824 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2099949.000000 Penalty: 5093.818848
	Iteration 12Q: 3 clusters Score -2099949 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2100012.250000 Penalty: 5093.818848
	Iteration 13Q: 3 clusters Score -2100012 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2100055.500000 Penalty: 5093.818848
	Iteration 14Q: 3 clusters Score -2100056 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2100081.500000 Penalty: 5093.818848
	Iteration 15Q: 3 clusters Score -2100082 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2100101.000000 Penalty: 5093.818848
	Iteration 16Q: 3 clusters Score -2100101 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2100112.250000 Penalty: 5093.818848
	Iteration 17Q: 3 clusters Score -2100112 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -2100127.500000 Penalty: 5093.818848
	Iteration 18Q: 3 clusters Score -2100128 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2100130.250000 Penalty: 5093.818848
	Iteration 19Q: 3 clusters Score -2100130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2100139.250000 Penalty: 5093.818848
	Iteration 20F: 3 clusters Score -2100139 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2100142.750000 Penalty: 5093.818848
	Iteration 21Q: 3 clusters Score -2100143 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2100143.000000 Penalty: 5093.818848
	Iteration 22Q: 3 clusters Score -2100143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2100148.000000 Penalty: 5093.818848
	Iteration 23Q: 3 clusters Score -2100148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2100153.500000 Penalty: 5093.818848
	Iteration 24Q: 3 clusters Score -2100154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2100147.750000 Penalty: 5093.818848
	Iteration 25Q: 3 clusters Score -2100148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2100150.250000 Penalty: 5093.818848
	Iteration 26Q: 3 clusters Score -2100150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2100146.500000 Penalty: 5093.818848
	Iteration 27Q: 3 clusters Score -2100146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2100151.500000 Penalty: 5093.818848
	Iteration 28Q: 3 clusters Score -2100152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2100149.500000 Penalty: 5093.818848
	Iteration 29Q: 3 clusters Score -2100150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2100155.000000 Penalty: 5093.818848
	Iteration 30Q: 3 clusters Score -2100155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2100161.000000 Penalty: 5093.818848
	Iteration 31Q: 3 clusters Score -2100161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2100152.500000 Penalty: 5093.818848
	Iteration 32Q: 3 clusters Score -2100152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2100148.500000 Penalty: 5093.818848
	Iteration 33Q: 3 clusters Score -2100148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2100147.750000 Penalty: 5093.818848
	Iteration 34Q: 3 clusters Score -2100148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2100149.750000 Penalty: 5093.818848
	Iteration 35Q: 3 clusters Score -2100150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2100153.250000 Penalty: 5093.818848
	Iteration 36Q: 3 clusters Score -2100153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2100153.250000 Penalty: 5093.818848
	Iteration 37Q: 3 clusters Score -2100153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2100155.250000 Penalty: 5093.818848
	Iteration 38Q: 3 clusters Score -2100155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2100152.500000 Penalty: 5093.818848
	Iteration 39Q: 3 clusters Score -2100152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2100156.750000 Penalty: 5093.818848
	Iteration 40F: 3 clusters Score -2100157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2100157.000000 Penalty: 5093.818848
	Iteration 41Q: 3 clusters Score -2100157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2100157.000000 Penalty: 5093.818848
	Iteration 42F: 3 clusters Score -2100157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 213109 members 
Mstep: Class 2 contains 23424 members 
Mstep: Class 3 contains 5424 members 
Mstep: Class 4 contains 285319 members 
Mstep: Class 5 contains 61865 members 
Mstep: Class 6 contains 22055 members 
Mstep: Class 7 contains 33098 members 
Mstep: Class 8 contains 174569 members 
Mstep: Class 9 contains 18347 members 
Mstep: Class 10 contains 124219 members 
Mstep: Class 11 contains 211896 members 
Mstep: Class 12 contains 5757 members 
Mstep: Class 13 contains 34733 members 
Mstep: Class 14 contains 17287 members 
Mstep: Class 15 contains 54766 members 
Mstep: Class 16 contains 27497 members 
Mstep: Class 17 contains 30398 members 
Mstep: Class 18 contains 5583 members 
Mstep: Class 19 contains 22728 members 
Mstep: Class 20 contains 19926 members 
Mstep: Class 21 contains 12049 members 
Mstep: Class 22 contains 11930 members 
Entering Unmasked Estep 
Score: -102135712.000000 Penalty: 77275.289062
Splitting cluster 2 changes total score from -102134352.000000 to -102135712.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 4 (285319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285319 members 
Entering Unmasked Estep 
Score: -21832636.000000 Penalty: 3115.218018
	Iteration 0F: 2 clusters Score -2.183264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143407 members 
Mstep: Class 2 contains 141912 members 
Entering Unmasked Estep 
Score: -21641212.000000 Penalty: 6230.436035
	Iteration 0F: 3 clusters Score -2.164121e+07 nChanged 137677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160200 members 
Mstep: Class 2 contains 125119 members 
Entering Unmasked Estep 
Score: -21724734.000000 Penalty: 6230.436035
	Iteration 1F: 3 clusters Score -2.172473e+07 nChanged 12528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170736 members 
Mstep: Class 2 contains 114583 members 
Entering Unmasked Estep 
Score: -21730188.000000 Penalty: 6230.436035
	Iteration 2Q: 3 clusters Score -2.173019e+07 nChanged 16885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186131 members 
Mstep: Class 2 contains 99188 members 
Entering Unmasked Estep 
Score: -21739920.000000 Penalty: 6230.436035
	Iteration 3F: 3 clusters Score -2.173992e+07 nChanged 21748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206911 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -21757132.000000 Penalty: 6230.436035
	Iteration 4F: 3 clusters Score -2.175713e+07 nChanged 24610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230929 members 
Mstep: Class 2 contains 54390 members 
Entering Unmasked Estep 
Score: -21779712.000000 Penalty: 6230.436035
	Iteration 5F: 3 clusters Score -2.177971e+07 nChanged 22272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252865 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -21802252.000000 Penalty: 6230.436035
	Iteration 6F: 3 clusters Score -2.180225e+07 nChanged 14955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267620 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -21816648.000000 Penalty: 6230.436035
	Iteration 7F: 3 clusters Score -2.181665e+07 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275639 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -21823754.000000 Penalty: 6230.436035
	Iteration 8Q: 3 clusters Score -2.182375e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279691 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -21826910.000000 Penalty: 6230.436035
	Iteration 9Q: 3 clusters Score -2.182691e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281784 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -21828356.000000 Penalty: 6230.436035
	Iteration 10Q: 3 clusters Score -2.182836e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282882 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -21829048.000000 Penalty: 6230.436035
	Iteration 11Q: 3 clusters Score -2.182905e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283462 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -21829524.000000 Penalty: 6230.436035
	Iteration 12Q: 3 clusters Score -2.182952e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283757 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -21829716.000000 Penalty: 6230.436035
	Iteration 13Q: 3 clusters Score -2.182972e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283903 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -21829894.000000 Penalty: 6230.436035
	Iteration 14Q: 3 clusters Score -2.182989e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283972 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -21830036.000000 Penalty: 6230.436035
	Iteration 15Q: 3 clusters Score -2.183004e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284005 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -21830156.000000 Penalty: 6230.436035
	Iteration 16Q: 3 clusters Score -2.183016e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284003 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -21830358.000000 Penalty: 6230.436035
	Iteration 17Q: 3 clusters Score -2.183036e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283956 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -21830536.000000 Penalty: 6230.436035
	Iteration 18Q: 3 clusters Score -2.183054e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283878 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -21830688.000000 Penalty: 6230.436035
	Iteration 19Q: 3 clusters Score -2.183069e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283804 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -21830782.000000 Penalty: 6230.436035
	Iteration 20F: 3 clusters Score -2.183078e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283722 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -21830950.000000 Penalty: 6230.436035
	Iteration 21Q: 3 clusters Score -2.183095e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283667 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -21831080.000000 Penalty: 6230.436035
	Iteration 22Q: 3 clusters Score -2.183108e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283597 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -21831152.000000 Penalty: 6230.436035
	Iteration 23Q: 3 clusters Score -2.183115e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283500 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -21831224.000000 Penalty: 6230.436035
	Iteration 24Q: 3 clusters Score -2.183122e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283404 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -21831294.000000 Penalty: 6230.436035
	Iteration 25Q: 3 clusters Score -2.183129e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283266 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -21831408.000000 Penalty: 6230.436035
	Iteration 26Q: 3 clusters Score -2.183141e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283107 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -21831594.000000 Penalty: 6230.436035
	Iteration 27Q: 3 clusters Score -2.183159e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282905 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -21831746.000000 Penalty: 6230.436035
	Iteration 28Q: 3 clusters Score -2.183175e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282672 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -21831796.000000 Penalty: 6230.436035
	Iteration 29Q: 3 clusters Score -2.18318e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282434 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -21831964.000000 Penalty: 6230.436035
	Iteration 30Q: 3 clusters Score -2.183196e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282183 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -21832070.000000 Penalty: 6230.436035
	Iteration 31Q: 3 clusters Score -2.183207e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281942 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -21832098.000000 Penalty: 6230.436035
	Iteration 32Q: 3 clusters Score -2.18321e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281717 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -21832208.000000 Penalty: 6230.436035
	Iteration 33Q: 3 clusters Score -2.183221e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281506 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -21832270.000000 Penalty: 6230.436035
	Iteration 34Q: 3 clusters Score -2.183227e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281332 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -21832330.000000 Penalty: 6230.436035
	Iteration 35Q: 3 clusters Score -2.183233e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281187 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -21832370.000000 Penalty: 6230.436035
	Iteration 36Q: 3 clusters Score -2.183237e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281065 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -21832356.000000 Penalty: 6230.436035
	Iteration 37Q: 3 clusters Score -2.183236e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280965 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -21832386.000000 Penalty: 6230.436035
	Iteration 38Q: 3 clusters Score -2.183239e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280873 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -21832416.000000 Penalty: 6230.436035
	Iteration 39Q: 3 clusters Score -2.183242e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280800 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -21832678.000000 Penalty: 6230.436035
	Iteration 40F: 3 clusters Score -2.183268e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280435 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -21832898.000000 Penalty: 6230.436035
	Iteration 41Q: 3 clusters Score -2.18329e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280069 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -21833060.000000 Penalty: 6230.436035
	Iteration 42Q: 3 clusters Score -2.183306e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279673 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -21833218.000000 Penalty: 6230.436035
	Iteration 43Q: 3 clusters Score -2.183322e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279298 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -21833384.000000 Penalty: 6230.436035
	Iteration 44Q: 3 clusters Score -2.183338e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278943 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -21833452.000000 Penalty: 6230.436035
	Iteration 45Q: 3 clusters Score -2.183345e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278599 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -21833586.000000 Penalty: 6230.436035
	Iteration 46Q: 3 clusters Score -2.183359e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278224 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -21833714.000000 Penalty: 6230.436035
	Iteration 47Q: 3 clusters Score -2.183371e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277874 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -21833792.000000 Penalty: 6230.436035
	Iteration 48Q: 3 clusters Score -2.183379e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277571 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -21833830.000000 Penalty: 6230.436035
	Iteration 49Q: 3 clusters Score -2.183383e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277304 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -21833868.000000 Penalty: 6230.436035
	Iteration 50Q: 3 clusters Score -2.183387e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277063 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -21833900.000000 Penalty: 6230.436035
	Iteration 51Q: 3 clusters Score -2.18339e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276854 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -21833904.000000 Penalty: 6230.436035
	Iteration 52Q: 3 clusters Score -2.18339e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276682 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -21833934.000000 Penalty: 6230.436035
	Iteration 53Q: 3 clusters Score -2.183393e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276532 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -21833964.000000 Penalty: 6230.436035
	Iteration 54Q: 3 clusters Score -2.183396e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276392 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -21833988.000000 Penalty: 6230.436035
	Iteration 55Q: 3 clusters Score -2.183399e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276266 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -21834004.000000 Penalty: 6230.436035
	Iteration 56Q: 3 clusters Score -2.1834e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276144 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -21834036.000000 Penalty: 6230.436035
	Iteration 57Q: 3 clusters Score -2.183404e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276032 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -21834030.000000 Penalty: 6230.436035
	Iteration 58Q: 3 clusters Score -2.183403e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275924 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -21834056.000000 Penalty: 6230.436035
	Iteration 59Q: 3 clusters Score -2.183406e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275832 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -21834112.000000 Penalty: 6230.436035
	Iteration 60F: 3 clusters Score -2.183411e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275702 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -21834122.000000 Penalty: 6230.436035
	Iteration 61Q: 3 clusters Score -2.183412e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275581 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -21834178.000000 Penalty: 6230.436035
	Iteration 62Q: 3 clusters Score -2.183418e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275462 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -21834206.000000 Penalty: 6230.436035
	Iteration 63Q: 3 clusters Score -2.183421e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275341 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -21834214.000000 Penalty: 6230.436035
	Iteration 64Q: 3 clusters Score -2.183421e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275223 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -21834176.000000 Penalty: 6230.436035
	Iteration 65Q: 3 clusters Score -2.183418e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275113 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -21834134.000000 Penalty: 6230.436035
	Iteration 66Q: 3 clusters Score -2.183413e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275008 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -21834148.000000 Penalty: 6230.436035
	Iteration 67Q: 3 clusters Score -2.183415e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274918 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -21834170.000000 Penalty: 6230.436035
	Iteration 68Q: 3 clusters Score -2.183417e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274842 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -21834170.000000 Penalty: 6230.436035
	Iteration 69Q: 3 clusters Score -2.183417e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274775 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -21834182.000000 Penalty: 6230.436035
	Iteration 70Q: 3 clusters Score -2.183418e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274727 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -21834186.000000 Penalty: 6230.436035
	Iteration 71Q: 3 clusters Score -2.183419e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274683 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -21834174.000000 Penalty: 6230.436035
	Iteration 72Q: 3 clusters Score -2.183417e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274642 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -21834178.000000 Penalty: 6230.436035
	Iteration 73Q: 3 clusters Score -2.183418e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274598 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -21834184.000000 Penalty: 6230.436035
	Iteration 74Q: 3 clusters Score -2.183418e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274551 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -21834170.000000 Penalty: 6230.436035
	Iteration 75Q: 3 clusters Score -2.183417e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274515 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -21834208.000000 Penalty: 6230.436035
	Iteration 76Q: 3 clusters Score -2.183421e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274470 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -21834214.000000 Penalty: 6230.436035
	Iteration 77Q: 3 clusters Score -2.183421e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274427 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -21834220.000000 Penalty: 6230.436035
	Iteration 78Q: 3 clusters Score -2.183422e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274390 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -21834254.000000 Penalty: 6230.436035
	Iteration 79Q: 3 clusters Score -2.183425e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274354 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -21834266.000000 Penalty: 6230.436035
	Iteration 80F: 3 clusters Score -2.183427e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274322 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -21834242.000000 Penalty: 6230.436035
	Iteration 81Q: 3 clusters Score -2.183424e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274301 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -21834222.000000 Penalty: 6230.436035
	Iteration 82Q: 3 clusters Score -2.183422e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274278 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -21834236.000000 Penalty: 6230.436035
	Iteration 83Q: 3 clusters Score -2.183424e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274246 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -21834222.000000 Penalty: 6230.436035
	Iteration 84Q: 3 clusters Score -2.183422e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274209 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -21834234.000000 Penalty: 6230.436035
	Iteration 85Q: 3 clusters Score -2.183423e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274177 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -21834250.000000 Penalty: 6230.436035
	Iteration 86Q: 3 clusters Score -2.183425e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274158 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -21834232.000000 Penalty: 6230.436035
	Iteration 87Q: 3 clusters Score -2.183423e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274134 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -21834248.000000 Penalty: 6230.436035
	Iteration 88Q: 3 clusters Score -2.183425e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274108 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -21834236.000000 Penalty: 6230.436035
	Iteration 89Q: 3 clusters Score -2.183424e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274075 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -21834238.000000 Penalty: 6230.436035
	Iteration 90Q: 3 clusters Score -2.183424e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274046 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -21834256.000000 Penalty: 6230.436035
	Iteration 91Q: 3 clusters Score -2.183426e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274021 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -21834274.000000 Penalty: 6230.436035
	Iteration 92Q: 3 clusters Score -2.183427e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274000 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -21834254.000000 Penalty: 6230.436035
	Iteration 93Q: 3 clusters Score -2.183425e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273970 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -21834264.000000 Penalty: 6230.436035
	Iteration 94Q: 3 clusters Score -2.183426e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273944 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -21834264.000000 Penalty: 6230.436035
	Iteration 95Q: 3 clusters Score -2.183426e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273915 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -21834266.000000 Penalty: 6230.436035
	Iteration 96Q: 3 clusters Score -2.183427e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273887 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -21834288.000000 Penalty: 6230.436035
	Iteration 97Q: 3 clusters Score -2.183429e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273854 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -21834278.000000 Penalty: 6230.436035
	Iteration 98Q: 3 clusters Score -2.183428e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273821 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -21834288.000000 Penalty: 6230.436035
	Iteration 99Q: 3 clusters Score -2.183429e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273796 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -21834294.000000 Penalty: 6230.436035
	Iteration 100F: 3 clusters Score -2.183429e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273775 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -21834274.000000 Penalty: 6230.436035
	Iteration 101Q: 3 clusters Score -2.183427e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273759 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -21834274.000000 Penalty: 6230.436035
	Iteration 102Q: 3 clusters Score -2.183427e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273742 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -21834290.000000 Penalty: 6230.436035
	Iteration 103Q: 3 clusters Score -2.183429e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273730 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -21834292.000000 Penalty: 6230.436035
	Iteration 104Q: 3 clusters Score -2.183429e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273709 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -21834324.000000 Penalty: 6230.436035
	Iteration 105Q: 3 clusters Score -2.183432e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273695 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -21834304.000000 Penalty: 6230.436035
	Iteration 106Q: 3 clusters Score -2.18343e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273683 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -21834334.000000 Penalty: 6230.436035
	Iteration 107Q: 3 clusters Score -2.183433e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273670 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -21834336.000000 Penalty: 6230.436035
	Iteration 108Q: 3 clusters Score -2.183434e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273654 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -21834346.000000 Penalty: 6230.436035
	Iteration 109Q: 3 clusters Score -2.183435e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273637 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -21834334.000000 Penalty: 6230.436035
	Iteration 110Q: 3 clusters Score -2.183433e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273622 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -21834346.000000 Penalty: 6230.436035
	Iteration 111Q: 3 clusters Score -2.183435e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273605 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -21834318.000000 Penalty: 6230.436035
	Iteration 112Q: 3 clusters Score -2.183432e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273594 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -21834338.000000 Penalty: 6230.436035
	Iteration 113Q: 3 clusters Score -2.183434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273583 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -21834344.000000 Penalty: 6230.436035
	Iteration 114Q: 3 clusters Score -2.183434e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273570 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -21834342.000000 Penalty: 6230.436035
	Iteration 115Q: 3 clusters Score -2.183434e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273558 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -21834334.000000 Penalty: 6230.436035
	Iteration 116Q: 3 clusters Score -2.183433e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273550 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -21834332.000000 Penalty: 6230.436035
	Iteration 117Q: 3 clusters Score -2.183433e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273537 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -21834312.000000 Penalty: 6230.436035
	Iteration 118Q: 3 clusters Score -2.183431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273530 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -21834314.000000 Penalty: 6230.436035
	Iteration 119Q: 3 clusters Score -2.183431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273526 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -21834310.000000 Penalty: 6230.436035
	Iteration 120F: 3 clusters Score -2.183431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273522 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -21834320.000000 Penalty: 6230.436035
	Iteration 121Q: 3 clusters Score -2.183432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273521 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -21834308.000000 Penalty: 6230.436035
	Iteration 122Q: 3 clusters Score -2.183431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273519 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -21834306.000000 Penalty: 6230.436035
	Iteration 123Q: 3 clusters Score -2.183431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273517 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -21834306.000000 Penalty: 6230.436035
	Iteration 124Q: 3 clusters Score -2.183431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273514 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -21834296.000000 Penalty: 6230.436035
	Iteration 125Q: 3 clusters Score -2.18343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273511 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -21834298.000000 Penalty: 6230.436035
	Iteration 126Q: 3 clusters Score -2.18343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273508 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -21834294.000000 Penalty: 6230.436035
	Iteration 127Q: 3 clusters Score -2.183429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273506 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -21834318.000000 Penalty: 6230.436035
	Iteration 128Q: 3 clusters Score -2.183432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273502 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -21834296.000000 Penalty: 6230.436035
	Iteration 129Q: 3 clusters Score -2.18343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273494 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -21834284.000000 Penalty: 6230.436035
	Iteration 130Q: 3 clusters Score -2.183428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273487 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -21834292.000000 Penalty: 6230.436035
	Iteration 131Q: 3 clusters Score -2.183429e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273480 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -21834292.000000 Penalty: 6230.436035
	Iteration 132Q: 3 clusters Score -2.183429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273471 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -21834286.000000 Penalty: 6230.436035
	Iteration 133Q: 3 clusters Score -2.183429e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273462 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -21834274.000000 Penalty: 6230.436035
	Iteration 134Q: 3 clusters Score -2.183427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273454 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -21834286.000000 Penalty: 6230.436035
	Iteration 135Q: 3 clusters Score -2.183429e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273443 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -21834278.000000 Penalty: 6230.436035
	Iteration 136Q: 3 clusters Score -2.183428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273433 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -21834276.000000 Penalty: 6230.436035
	Iteration 137Q: 3 clusters Score -2.183428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273427 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -21834260.000000 Penalty: 6230.436035
	Iteration 138Q: 3 clusters Score -2.183426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273418 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -21834256.000000 Penalty: 6230.436035
	Iteration 139Q: 3 clusters Score -2.183426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273409 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -21834248.000000 Penalty: 6230.436035
	Iteration 140F: 3 clusters Score -2.183425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273406 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -21834248.000000 Penalty: 6230.436035
	Iteration 141Q: 3 clusters Score -2.183425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273399 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -21834242.000000 Penalty: 6230.436035
	Iteration 142Q: 3 clusters Score -2.183424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273392 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -21834254.000000 Penalty: 6230.436035
	Iteration 143Q: 3 clusters Score -2.183425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273388 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -21834270.000000 Penalty: 6230.436035
	Iteration 144Q: 3 clusters Score -2.183427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273382 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -21834270.000000 Penalty: 6230.436035
	Iteration 145Q: 3 clusters Score -2.183427e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273375 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -21834296.000000 Penalty: 6230.436035
	Iteration 146Q: 3 clusters Score -2.18343e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273364 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -21834296.000000 Penalty: 6230.436035
	Iteration 147Q: 3 clusters Score -2.18343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273359 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -21834302.000000 Penalty: 6230.436035
	Iteration 148Q: 3 clusters Score -2.18343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273359 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -21834294.000000 Penalty: 6230.436035
	Iteration 149Q: 3 clusters Score -2.183429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273358 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -21834306.000000 Penalty: 6230.436035
	Iteration 150Q: 3 clusters Score -2.183431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273357 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -21834306.000000 Penalty: 6230.436035
	Iteration 151Q: 3 clusters Score -2.183431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273356 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -21834316.000000 Penalty: 6230.436035
	Iteration 152Q: 3 clusters Score -2.183432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273356 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -21834316.000000 Penalty: 6230.436035
	Iteration 153F: 3 clusters Score -2.183432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 213109 members 
Mstep: Class 2 contains 23424 members 
Mstep: Class 3 contains 5424 members 
Mstep: Class 4 contains 273356 members 
Mstep: Class 5 contains 61865 members 
Mstep: Class 6 contains 22055 members 
Mstep: Class 7 contains 33098 members 
Mstep: Class 8 contains 174569 members 
Mstep: Class 9 contains 18347 members 
Mstep: Class 10 contains 124219 members 
Mstep: Class 11 contains 211896 members 
Mstep: Class 12 contains 5757 members 
Mstep: Class 13 contains 34733 members 
Mstep: Class 14 contains 17287 members 
Mstep: Class 15 contains 54766 members 
Mstep: Class 16 contains 27497 members 
Mstep: Class 17 contains 30398 members 
Mstep: Class 18 contains 5583 members 
Mstep: Class 19 contains 22728 members 
Mstep: Class 20 contains 19926 members 
Mstep: Class 21 contains 12049 members 
Mstep: Class 22 contains 11930 members 
Mstep: Class 23 contains 11963 members 
Entering Unmasked Estep 
Score: -102136656.000000 Penalty: 80787.804688
Splitting cluster 4 changes total score from -102134352.000000 to -102136656.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (61865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61865 members 
Entering Unmasked Estep 
Score: -4776250.000000 Penalty: 2736.112061
	Iteration 0F: 2 clusters Score -4776250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -4734647.500000 Penalty: 5472.224121
	Iteration 0F: 3 clusters Score -4734648 nChanged 28804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -4751134.500000 Penalty: 5472.224121
	Iteration 1F: 3 clusters Score -4751134 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -4752066.000000 Penalty: 5472.224121
	Iteration 2Q: 3 clusters Score -4752066 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -4753405.000000 Penalty: 5472.224121
	Iteration 3Q: 3 clusters Score -4753405 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -4755771.500000 Penalty: 5472.224121
	Iteration 4F: 3 clusters Score -4755772 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -4759617.000000 Penalty: 5472.224121
	Iteration 5F: 3 clusters Score -4759617 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52517 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -4764507.000000 Penalty: 5472.224121
	Iteration 6F: 3 clusters Score -4764507 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57149 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -4769237.500000 Penalty: 5472.224121
	Iteration 7F: 3 clusters Score -4769238 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59927 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4772004.500000 Penalty: 5472.224121
	Iteration 8Q: 3 clusters Score -4772004 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4773096.500000 Penalty: 5472.224121
	Iteration 9Q: 3 clusters Score -4773096 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61445 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4773499.500000 Penalty: 5472.224121
	Iteration 10Q: 3 clusters Score -4773500 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61561 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4773666.000000 Penalty: 5472.224121
	Iteration 11Q: 3 clusters Score -4773666 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61610 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4773771.000000 Penalty: 5472.224121
	Iteration 12Q: 3 clusters Score -4773771 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61635 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4773817.000000 Penalty: 5472.224121
	Iteration 13Q: 3 clusters Score -4773817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61642 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4773838.500000 Penalty: 5472.224121
	Iteration 14Q: 3 clusters Score -4773838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61645 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4773846.000000 Penalty: 5472.224121
	Iteration 15Q: 3 clusters Score -4773846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61650 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4773855.500000 Penalty: 5472.224121
	Iteration 16Q: 3 clusters Score -4773856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61652 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4773858.500000 Penalty: 5472.224121
	Iteration 17Q: 3 clusters Score -4773858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61650 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4773861.000000 Penalty: 5472.224121
	Iteration 18Q: 3 clusters Score -4773861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61651 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4773867.500000 Penalty: 5472.224121
	Iteration 19Q: 3 clusters Score -4773868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61659 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4773880.000000 Penalty: 5472.224121
	Iteration 20F: 3 clusters Score -4773880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61658 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4773879.500000 Penalty: 5472.224121
	Iteration 21Q: 3 clusters Score -4773880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61658 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4773879.500000 Penalty: 5472.224121
	Iteration 22F: 3 clusters Score -4773880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Entering Unmasked Estep 
Score: -1596579.875000 Penalty: 2480.321289
	Iteration 0F: 2 clusters Score -1596580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1581306.250000 Penalty: 4960.642578
	Iteration 0F: 3 clusters Score -1581306 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1587992.000000 Penalty: 4960.642578
	Iteration 1F: 3 clusters Score -1587992 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1591744.375000 Penalty: 4960.642578
	Iteration 2F: 3 clusters Score -1591744 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1595428.750000 Penalty: 4960.642578
	Iteration 3F: 3 clusters Score -1595429 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1597178.000000 Penalty: 4960.642578
	Iteration 4F: 3 clusters Score -1597178 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -1597982.750000 Penalty: 4960.642578
	Iteration 5F: 3 clusters Score -1597983 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1598398.125000 Penalty: 4960.642578
	Iteration 6Q: 3 clusters Score -1598398 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -1598694.875000 Penalty: 4960.642578
	Iteration 7Q: 3 clusters Score -1598695 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -1598957.750000 Penalty: 4960.642578
	Iteration 8Q: 3 clusters Score -1598958 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -1599206.750000 Penalty: 4960.642578
	Iteration 9Q: 3 clusters Score -1599207 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -1599450.875000 Penalty: 4960.642578
	Iteration 10Q: 3 clusters Score -1599451 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -1599674.125000 Penalty: 4960.642578
	Iteration 11Q: 3 clusters Score -1599674 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -1599825.500000 Penalty: 4960.642578
	Iteration 12Q: 3 clusters Score -1599826 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -1599908.125000 Penalty: 4960.642578
	Iteration 13Q: 3 clusters Score -1599908 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -1599972.250000 Penalty: 4960.642578
	Iteration 14Q: 3 clusters Score -1599972 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -1600030.875000 Penalty: 4960.642578
	Iteration 15Q: 3 clusters Score -1600031 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -1600092.125000 Penalty: 4960.642578
	Iteration 16Q: 3 clusters Score -1600092 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -1600164.625000 Penalty: 4960.642578
	Iteration 17Q: 3 clusters Score -1600165 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -1600219.875000 Penalty: 4960.642578
	Iteration 18Q: 3 clusters Score -1600220 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -1600272.750000 Penalty: 4960.642578
	Iteration 19Q: 3 clusters Score -1600273 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -1600334.125000 Penalty: 4960.642578
	Iteration 20F: 3 clusters Score -1600334 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -1600378.750000 Penalty: 4960.642578
	Iteration 21Q: 3 clusters Score -1600379 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -1600412.250000 Penalty: 4960.642578
	Iteration 22Q: 3 clusters Score -1600412 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -1600422.000000 Penalty: 4960.642578
	Iteration 23Q: 3 clusters Score -1600422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -1600429.000000 Penalty: 4960.642578
	Iteration 24Q: 3 clusters Score -1600429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -1600427.250000 Penalty: 4960.642578
	Iteration 25Q: 3 clusters Score -1600427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -1600430.250000 Penalty: 4960.642578
	Iteration 26Q: 3 clusters Score -1600430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -1600430.000000 Penalty: 4960.642578
	Iteration 27Q: 3 clusters Score -1600430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -1600430.875000 Penalty: 4960.642578
	Iteration 28Q: 3 clusters Score -1600431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -1600430.875000 Penalty: 4960.642578
	Iteration 29Q: 3 clusters Score -1600431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -1600430.750000 Penalty: 4960.642578
	Iteration 30Q: 3 clusters Score -1600431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -1600430.000000 Penalty: 4960.642578
	Iteration 31Q: 3 clusters Score -1600430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -1600429.625000 Penalty: 4960.642578
	Iteration 32Q: 3 clusters Score -1600430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -1600430.000000 Penalty: 4960.642578
	Iteration 33Q: 3 clusters Score -1600430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -1600430.000000 Penalty: 4960.642578
	Iteration 34F: 3 clusters Score -1600430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 213109 members 
Mstep: Class 2 contains 23424 members 
Mstep: Class 3 contains 5424 members 
Mstep: Class 4 contains 273356 members 
Mstep: Class 5 contains 61865 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 7 contains 33098 members 
Mstep: Class 8 contains 174569 members 
Mstep: Class 9 contains 18347 members 
Mstep: Class 10 contains 124219 members 
Mstep: Class 11 contains 211896 members 
Mstep: Class 12 contains 5757 members 
Mstep: Class 13 contains 34733 members 
Mstep: Class 14 contains 17287 members 
Mstep: Class 15 contains 54766 members 
Mstep: Class 16 contains 27497 members 
Mstep: Class 17 contains 30398 members 
Mstep: Class 18 contains 5583 members 
Mstep: Class 19 contains 22728 members 
Mstep: Class 20 contains 19926 members 
Mstep: Class 21 contains 12049 members 
Mstep: Class 22 contains 11930 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 19033 members 
Entering Unmasked Estep 
Score: -102139256.000000 Penalty: 84300.320312
Splitting cluster 6 changes total score from -102134352.000000 to -102139256.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (33098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Entering Unmasked Estep 
Score: -2162512.500000 Penalty: 2580.992676
	Iteration 0F: 2 clusters Score -2162512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2139754.250000 Penalty: 5161.985352
	Iteration 0F: 3 clusters Score -2139754 nChanged 15140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2148505.750000 Penalty: 5161.985352
	Iteration 1F: 3 clusters Score -2148506 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2149462.500000 Penalty: 5161.985352
	Iteration 2F: 3 clusters Score -2149462 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2150531.750000 Penalty: 5161.985352
	Iteration 3F: 3 clusters Score -2150532 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2151683.250000 Penalty: 5161.985352
	Iteration 4F: 3 clusters Score -2151683 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2153015.000000 Penalty: 5161.985352
	Iteration 5F: 3 clusters Score -2153015 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2154403.250000 Penalty: 5161.985352
	Iteration 6F: 3 clusters Score -2154403 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2155649.250000 Penalty: 5161.985352
	Iteration 7F: 3 clusters Score -2155649 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2156645.250000 Penalty: 5161.985352
	Iteration 8F: 3 clusters Score -2156645 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2157412.000000 Penalty: 5161.985352
	Iteration 9Q: 3 clusters Score -2157412 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2157970.500000 Penalty: 5161.985352
	Iteration 10Q: 3 clusters Score -2157970 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2158303.500000 Penalty: 5161.985352
	Iteration 11Q: 3 clusters Score -2158304 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -2158505.750000 Penalty: 5161.985352
	Iteration 12Q: 3 clusters Score -2158506 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2158626.250000 Penalty: 5161.985352
	Iteration 13Q: 3 clusters Score -2158626 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2158704.750000 Penalty: 5161.985352
	Iteration 14Q: 3 clusters Score -2158705 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2158757.750000 Penalty: 5161.985352
	Iteration 15Q: 3 clusters Score -2158758 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2158803.000000 Penalty: 5161.985352
	Iteration 16Q: 3 clusters Score -2158803 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -2158835.750000 Penalty: 5161.985352
	Iteration 17Q: 3 clusters Score -2158836 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2158875.750000 Penalty: 5161.985352
	Iteration 18Q: 3 clusters Score -2158876 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2158894.000000 Penalty: 5161.985352
	Iteration 19Q: 3 clusters Score -2158894 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -2158921.000000 Penalty: 5161.985352
	Iteration 20F: 3 clusters Score -2158921 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2158944.500000 Penalty: 5161.985352
	Iteration 21Q: 3 clusters Score -2158944 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2158967.500000 Penalty: 5161.985352
	Iteration 22Q: 3 clusters Score -2158968 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -2158994.750000 Penalty: 5161.985352
	Iteration 23Q: 3 clusters Score -2158995 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2159007.000000 Penalty: 5161.985352
	Iteration 24Q: 3 clusters Score -2159007 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2159035.250000 Penalty: 5161.985352
	Iteration 25Q: 3 clusters Score -2159035 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2159053.750000 Penalty: 5161.985352
	Iteration 26Q: 3 clusters Score -2159054 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -2159076.500000 Penalty: 5161.985352
	Iteration 27Q: 3 clusters Score -2159076 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2159099.750000 Penalty: 5161.985352
	Iteration 28Q: 3 clusters Score -2159100 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2159124.250000 Penalty: 5161.985352
	Iteration 29Q: 3 clusters Score -2159124 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -2159125.250000 Penalty: 5161.985352
	Iteration 30Q: 3 clusters Score -2159125 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2159147.500000 Penalty: 5161.985352
	Iteration 31Q: 3 clusters Score -2159148 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2159162.500000 Penalty: 5161.985352
	Iteration 32Q: 3 clusters Score -2159162 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2159188.000000 Penalty: 5161.985352
	Iteration 33Q: 3 clusters Score -2159188 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -2159197.000000 Penalty: 5161.985352
	Iteration 34Q: 3 clusters Score -2159197 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -2159211.750000 Penalty: 5161.985352
	Iteration 35Q: 3 clusters Score -2159212 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -2159241.500000 Penalty: 5161.985352
	Iteration 36Q: 3 clusters Score -2159242 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2159271.250000 Penalty: 5161.985352
	Iteration 37Q: 3 clusters Score -2159271 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2159299.500000 Penalty: 5161.985352
	Iteration 38Q: 3 clusters Score -2159300 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -2159320.750000 Penalty: 5161.985352
	Iteration 39Q: 3 clusters Score -2159321 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -2159339.750000 Penalty: 5161.985352
	Iteration 40F: 3 clusters Score -2159340 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -2159389.250000 Penalty: 5161.985352
	Iteration 41Q: 3 clusters Score -2159389 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -2159422.000000 Penalty: 5161.985352
	Iteration 42Q: 3 clusters Score -2159422 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -2159462.500000 Penalty: 5161.985352
	Iteration 43Q: 3 clusters Score -2159462 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -2159496.250000 Penalty: 5161.985352
	Iteration 44Q: 3 clusters Score -2159496 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -2159548.250000 Penalty: 5161.985352
	Iteration 45Q: 3 clusters Score -2159548 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -2159605.750000 Penalty: 5161.985352
	Iteration 46Q: 3 clusters Score -2159606 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -2159648.500000 Penalty: 5161.985352
	Iteration 47Q: 3 clusters Score -2159648 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -2159691.000000 Penalty: 5161.985352
	Iteration 48Q: 3 clusters Score -2159691 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -2159719.000000 Penalty: 5161.985352
	Iteration 49Q: 3 clusters Score -2159719 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -2159764.500000 Penalty: 5161.985352
	Iteration 50Q: 3 clusters Score -2159764 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -2159806.500000 Penalty: 5161.985352
	Iteration 51Q: 3 clusters Score -2159806 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -2159857.000000 Penalty: 5161.985352
	Iteration 52Q: 3 clusters Score -2159857 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -2159913.750000 Penalty: 5161.985352
	Iteration 53Q: 3 clusters Score -2159914 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -2159984.750000 Penalty: 5161.985352
	Iteration 54Q: 3 clusters Score -2159985 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -2160042.750000 Penalty: 5161.985352
	Iteration 55Q: 3 clusters Score -2160043 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -2160112.250000 Penalty: 5161.985352
	Iteration 56Q: 3 clusters Score -2160112 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -2160191.500000 Penalty: 5161.985352
	Iteration 57Q: 3 clusters Score -2160192 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -2160239.000000 Penalty: 5161.985352
	Iteration 58Q: 3 clusters Score -2160239 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -2160289.750000 Penalty: 5161.985352
	Iteration 59Q: 3 clusters Score -2160290 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -2160332.750000 Penalty: 5161.985352
	Iteration 60F: 3 clusters Score -2160333 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -2160370.000000 Penalty: 5161.985352
	Iteration 61Q: 3 clusters Score -2160370 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -2160400.750000 Penalty: 5161.985352
	Iteration 62Q: 3 clusters Score -2160401 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -2160439.500000 Penalty: 5161.985352
	Iteration 63Q: 3 clusters Score -2160440 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -2160470.250000 Penalty: 5161.985352
	Iteration 64Q: 3 clusters Score -2160470 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -2160486.250000 Penalty: 5161.985352
	Iteration 65Q: 3 clusters Score -2160486 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -2160513.250000 Penalty: 5161.985352
	Iteration 66Q: 3 clusters Score -2160513 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2160537 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -2160558.250000 Penalty: 5161.985352
	Iteration 68Q: 3 clusters Score -2160558 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2160574 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -2160590.750000 Penalty: 5161.985352
	Iteration 70Q: 3 clusters Score -2160591 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -2160617.500000 Penalty: 5161.985352
	Iteration 71Q: 3 clusters Score -2160618 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -2160642.750000 Penalty: 5161.985352
	Iteration 72Q: 3 clusters Score -2160643 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2160658 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -2160669.500000 Penalty: 5161.985352
	Iteration 74Q: 3 clusters Score -2160670 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2160678 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2160692 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -2160704.750000 Penalty: 5161.985352
	Iteration 77Q: 3 clusters Score -2160705 nChanged 99
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Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -2160724.500000 Penalty: 5161.985352
	Iteration 78Q: 3 clusters Score -2160724 nChanged 88
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Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2160747 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -2160766.500000 Penalty: 5161.985352
	Iteration 80F: 3 clusters Score -2160766 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2160783 nChanged 82
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Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -2160801.000000 Penalty: 5161.985352
	Iteration 82Q: 3 clusters Score -2160801 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2160815 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -2160822.250000 Penalty: 5161.985352
	Iteration 84Q: 3 clusters Score -2160822 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2160827 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2160836 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2160844 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2160858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2160862 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2160862 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2160871 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2160875 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2160886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2160895 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2160906 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -2160919.500000 Penalty: 5161.985352
	Iteration 96Q: 3 clusters Score -2160920 nChanged 71
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Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -2160941.000000 Penalty: 5161.985352
	Iteration 97Q: 3 clusters Score -2160941 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -2160959.250000 Penalty: 5161.985352
	Iteration 98Q: 3 clusters Score -2160959 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2160959 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -2160975.000000 Penalty: 5161.985352
	Iteration 100F: 3 clusters Score -2160975 nChanged 57
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Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2160989 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2161000 nChanged 37
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Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2160996 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -2161005.750000 Penalty: 5161.985352
	Iteration 104Q: 3 clusters Score -2161006 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2161022 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -2161025.750000 Penalty: 5161.985352
	Iteration 106Q: 3 clusters Score -2161026 nChanged 36
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Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2161026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -2161030.250000 Penalty: 5161.985352
	Iteration 108Q: 3 clusters Score -2161030 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -2161043.250000 Penalty: 5161.985352
	Iteration 109Q: 3 clusters Score -2161043 nChanged 32
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Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -2161055.500000 Penalty: 5161.985352
	Iteration 110Q: 3 clusters Score -2161056 nChanged 47
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Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -2161071.250000 Penalty: 5161.985352
	Iteration 111Q: 3 clusters Score -2161071 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2161070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -2161079.000000 Penalty: 5161.985352
	Iteration 113Q: 3 clusters Score -2161079 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2161078 nChanged 30
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Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2161080 nChanged 37
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Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -2161082.750000 Penalty: 5161.985352
	Iteration 116Q: 3 clusters Score -2161083 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2161089 nChanged 25
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Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2161095 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -2161102.750000 Penalty: 5161.985352
	Iteration 119Q: 3 clusters Score -2161103 nChanged 34
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Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -2161113.000000 Penalty: 5161.985352
	Iteration 120F: 3 clusters Score -2161113 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2161111 nChanged 22
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Mstep: Class 1 contains 3047 members 
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Entering Unmasked Estep 
Score: -2161116.000000 Penalty: 5161.985352
	Iteration 122Q: 3 clusters Score -2161116 nChanged 27
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Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2161116 nChanged 18
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Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -2161121.750000 Penalty: 5161.985352
	Iteration 124Q: 3 clusters Score -2161122 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2161122 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2161121 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -2161126.250000 Penalty: 5161.985352
	Iteration 127Q: 3 clusters Score -2161126 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -2161129.500000 Penalty: 5161.985352
	Iteration 128Q: 3 clusters Score -2161130 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -2161127.000000 Penalty: 5161.985352
	Iteration 129Q: 3 clusters Score -2161127 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -2161131.250000 Penalty: 5161.985352
	Iteration 130Q: 3 clusters Score -2161131 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -2161132.500000 Penalty: 5161.985352
	Iteration 131Q: 3 clusters Score -2161132 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -2161133.250000 Penalty: 5161.985352
	Iteration 132Q: 3 clusters Score -2161133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -2161132.000000 Penalty: 5161.985352
	Iteration 133Q: 3 clusters Score -2161132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -2161133.250000 Penalty: 5161.985352
	Iteration 134Q: 3 clusters Score -2161133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -2161135.000000 Penalty: 5161.985352
	Iteration 135Q: 3 clusters Score -2161135 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -2161139.250000 Penalty: 5161.985352
	Iteration 136Q: 3 clusters Score -2161139 nChanged 14
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Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -2161141.750000 Penalty: 5161.985352
	Iteration 137Q: 3 clusters Score -2161142 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -2161151.750000 Penalty: 5161.985352
	Iteration 138Q: 3 clusters Score -2161152 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -2161152.750000 Penalty: 5161.985352
	Iteration 139Q: 3 clusters Score -2161153 nChanged 8
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Mstep: Class 1 contains 2818 members 
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Entering Unmasked Estep 
Score: -2161157.250000 Penalty: 5161.985352
	Iteration 140F: 3 clusters Score -2161157 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -2161159.250000 Penalty: 5161.985352
	Iteration 141Q: 3 clusters Score -2161159 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2161160 nChanged 3
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Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -2161156.750000 Penalty: 5161.985352
	Iteration 143Q: 3 clusters Score -2161157 nChanged 5
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Mstep: Class 1 contains 2803 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2161158 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2161158 nChanged 8
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Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -2161154.000000 Penalty: 5161.985352
	Iteration 146Q: 3 clusters Score -2161154 nChanged 10
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Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 30321 members 
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	Iteration 147Q: 3 clusters Score -2161153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2161154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2161154 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -2161155.750000 Penalty: 5161.985352
	Iteration 150Q: 3 clusters Score -2161156 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2161158 nChanged 7
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Mstep: Class 1 contains 2737 members 
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Entering Unmasked Estep 
Score: -2161160.250000 Penalty: 5161.985352
	Iteration 152Q: 3 clusters Score -2161160 nChanged 10
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Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -2161158.500000 Penalty: 5161.985352
	Iteration 153Q: 3 clusters Score -2161158 nChanged 10
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Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -2161166.250000 Penalty: 5161.985352
	Iteration 154Q: 3 clusters Score -2161166 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -2161164.250000 Penalty: 5161.985352
	Iteration 155Q: 3 clusters Score -2161164 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2161165 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2161165 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2700 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2161166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -2161169.750000 Penalty: 5161.985352
	Iteration 159Q: 3 clusters Score -2161170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -2161169.000000 Penalty: 5161.985352
	Iteration 160F: 3 clusters Score -2161169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -2161170.000000 Penalty: 5161.985352
	Iteration 161Q: 3 clusters Score -2161170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -2161172.500000 Penalty: 5161.985352
	Iteration 162Q: 3 clusters Score -2161172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -2161171.500000 Penalty: 5161.985352
	Iteration 163Q: 3 clusters Score -2161172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -2161176.000000 Penalty: 5161.985352
	Iteration 164Q: 3 clusters Score -2161176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -2161172.750000 Penalty: 5161.985352
	Iteration 165Q: 3 clusters Score -2161173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -2161175.000000 Penalty: 5161.985352
	Iteration 166Q: 3 clusters Score -2161175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -2161174.250000 Penalty: 5161.985352
	Iteration 167Q: 3 clusters Score -2161174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -2161170.500000 Penalty: 5161.985352
	Iteration 168Q: 3 clusters Score -2161170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -2161174.500000 Penalty: 5161.985352
	Iteration 169Q: 3 clusters Score -2161174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -2161181.500000 Penalty: 5161.985352
	Iteration 170Q: 3 clusters Score -2161182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -2161180.000000 Penalty: 5161.985352
	Iteration 171Q: 3 clusters Score -2161180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -2161181.750000 Penalty: 5161.985352
	Iteration 172Q: 3 clusters Score -2161182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -2161180.250000 Penalty: 5161.985352
	Iteration 173Q: 3 clusters Score -2161180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -2161178.500000 Penalty: 5161.985352
	Iteration 174Q: 3 clusters Score -2161178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -2161182.250000 Penalty: 5161.985352
	Iteration 175Q: 3 clusters Score -2161182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -2161185.250000 Penalty: 5161.985352
	Iteration 176Q: 3 clusters Score -2161185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -2161187.750000 Penalty: 5161.985352
	Iteration 177Q: 3 clusters Score -2161188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -2161189.750000 Penalty: 5161.985352
	Iteration 178Q: 3 clusters Score -2161190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -2161190.750000 Penalty: 5161.985352
	Iteration 179Q: 3 clusters Score -2161191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -2161192.750000 Penalty: 5161.985352
	Iteration 180F: 3 clusters Score -2161193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -2161194.750000 Penalty: 5161.985352
	Iteration 181Q: 3 clusters Score -2161195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -2161195.500000 Penalty: 5161.985352
	Iteration 182Q: 3 clusters Score -2161196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -2161199.250000 Penalty: 5161.985352
	Iteration 183Q: 3 clusters Score -2161199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -2161203.000000 Penalty: 5161.985352
	Iteration 184Q: 3 clusters Score -2161203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -2161201.500000 Penalty: 5161.985352
	Iteration 185Q: 3 clusters Score -2161202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -2161199.750000 Penalty: 5161.985352
	Iteration 186Q: 3 clusters Score -2161200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -2161200.000000 Penalty: 5161.985352
	Iteration 187Q: 3 clusters Score -2161200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -2161202.000000 Penalty: 5161.985352
	Iteration 188Q: 3 clusters Score -2161202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -2161200.000000 Penalty: 5161.985352
	Iteration 189Q: 3 clusters Score -2161200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -2161205.000000 Penalty: 5161.985352
	Iteration 190Q: 3 clusters Score -2161205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -2161211.750000 Penalty: 5161.985352
	Iteration 191Q: 3 clusters Score -2161212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -2161209.750000 Penalty: 5161.985352
	Iteration 192Q: 3 clusters Score -2161210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -2161208.500000 Penalty: 5161.985352
	Iteration 193Q: 3 clusters Score -2161208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -2161213.500000 Penalty: 5161.985352
	Iteration 194Q: 3 clusters Score -2161214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -2161213.750000 Penalty: 5161.985352
	Iteration 195Q: 3 clusters Score -2161214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -2161215.000000 Penalty: 5161.985352
	Iteration 196Q: 3 clusters Score -2161215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -2161215.000000 Penalty: 5161.985352
	Iteration 197Q: 3 clusters Score -2161215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -2161210.250000 Penalty: 5161.985352
	Iteration 198Q: 3 clusters Score -2161210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -2161210.250000 Penalty: 5161.985352
	Iteration 199F: 3 clusters Score -2161210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (174569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174569 members 
Entering Unmasked Estep 
Score: -13079732.000000 Penalty: 2993.378662
	Iteration 0F: 2 clusters Score -1.307973e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87403 members 
Mstep: Class 2 contains 87166 members 
Entering Unmasked Estep 
Score: -12962563.000000 Penalty: 5986.757324
	Iteration 0F: 3 clusters Score -1.296256e+07 nChanged 83832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88897 members 
Mstep: Class 2 contains 85672 members 
Entering Unmasked Estep 
Score: -13011157.000000 Penalty: 5986.757324
	Iteration 1F: 3 clusters Score -1.301116e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90077 members 
Mstep: Class 2 contains 84492 members 
Entering Unmasked Estep 
Score: -13012164.000000 Penalty: 5986.757324
	Iteration 2Q: 3 clusters Score -1.301216e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92032 members 
Mstep: Class 2 contains 82537 members 
Entering Unmasked Estep 
Score: -13013523.000000 Penalty: 5986.757324
	Iteration 3Q: 3 clusters Score -1.301352e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95228 members 
Mstep: Class 2 contains 79341 members 
Entering Unmasked Estep 
Score: -13015605.000000 Penalty: 5986.757324
	Iteration 4Q: 3 clusters Score -1.30156e+07 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99993 members 
Mstep: Class 2 contains 74576 members 
Entering Unmasked Estep 
Score: -13019043.000000 Penalty: 5986.757324
	Iteration 5Q: 3 clusters Score -1.301904e+07 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106652 members 
Mstep: Class 2 contains 67917 members 
Entering Unmasked Estep 
Score: -13024050.000000 Penalty: 5986.757324
	Iteration 6F: 3 clusters Score -1.302405e+07 nChanged 10611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115183 members 
Mstep: Class 2 contains 59386 members 
Entering Unmasked Estep 
Score: -13030520.000000 Penalty: 5986.757324
	Iteration 7F: 3 clusters Score -1.303052e+07 nChanged 11576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125091 members 
Mstep: Class 2 contains 49478 members 
Entering Unmasked Estep 
Score: -13038441.000000 Penalty: 5986.757324
	Iteration 8F: 3 clusters Score -1.303844e+07 nChanged 11405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135544 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -13046963.000000 Penalty: 5986.757324
	Iteration 9F: 3 clusters Score -1.304696e+07 nChanged 10487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145561 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -13055427.000000 Penalty: 5986.757324
	Iteration 10F: 3 clusters Score -1.305543e+07 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154250 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -13063004.000000 Penalty: 5986.757324
	Iteration 11F: 3 clusters Score -1.3063e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160789 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -13068590.000000 Penalty: 5986.757324
	Iteration 12Q: 3 clusters Score -1.306859e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165189 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -13072023.000000 Penalty: 5986.757324
	Iteration 13Q: 3 clusters Score -1.307202e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168017 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -13074220.000000 Penalty: 5986.757324
	Iteration 14Q: 3 clusters Score -1.307422e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169808 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -13075497.000000 Penalty: 5986.757324
	Iteration 15Q: 3 clusters Score -1.30755e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170906 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -13076165.000000 Penalty: 5986.757324
	Iteration 16Q: 3 clusters Score -1.307616e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171605 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -13076578.000000 Penalty: 5986.757324
	Iteration 17Q: 3 clusters Score -1.307658e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172096 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -13076832.000000 Penalty: 5986.757324
	Iteration 18Q: 3 clusters Score -1.307683e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172478 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -13076999.000000 Penalty: 5986.757324
	Iteration 19Q: 3 clusters Score -1.3077e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172739 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -13077168.000000 Penalty: 5986.757324
	Iteration 20F: 3 clusters Score -1.307717e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172948 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -13077263.000000 Penalty: 5986.757324
	Iteration 21Q: 3 clusters Score -1.307726e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173103 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -13077390.000000 Penalty: 5986.757324
	Iteration 22Q: 3 clusters Score -1.307739e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173213 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -13077491.000000 Penalty: 5986.757324
	Iteration 23Q: 3 clusters Score -1.307749e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173299 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -13077545.000000 Penalty: 5986.757324
	Iteration 24Q: 3 clusters Score -1.307754e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173361 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -13077616.000000 Penalty: 5986.757324
	Iteration 25Q: 3 clusters Score -1.307762e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173410 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -13077680.000000 Penalty: 5986.757324
	Iteration 26Q: 3 clusters Score -1.307768e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173450 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -13077728.000000 Penalty: 5986.757324
	Iteration 27Q: 3 clusters Score -1.307773e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173475 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -13077733.000000 Penalty: 5986.757324
	Iteration 28Q: 3 clusters Score -1.307773e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173487 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -13077731.000000 Penalty: 5986.757324
	Iteration 29Q: 3 clusters Score -1.307773e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173498 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -13077735.000000 Penalty: 5986.757324
	Iteration 30Q: 3 clusters Score -1.307774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173507 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -13077751.000000 Penalty: 5986.757324
	Iteration 31Q: 3 clusters Score -1.307775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173512 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -13077749.000000 Penalty: 5986.757324
	Iteration 32Q: 3 clusters Score -1.307775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173516 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -13077749.000000 Penalty: 5986.757324
	Iteration 33Q: 3 clusters Score -1.307775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173518 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -13077766.000000 Penalty: 5986.757324
	Iteration 34Q: 3 clusters Score -1.307777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173521 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -13077766.000000 Penalty: 5986.757324
	Iteration 35Q: 3 clusters Score -1.307777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173521 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -13077769.000000 Penalty: 5986.757324
	Iteration 36Q: 3 clusters Score -1.307777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173522 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -13077763.000000 Penalty: 5986.757324
	Iteration 37Q: 3 clusters Score -1.307776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173521 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -13077769.000000 Penalty: 5986.757324
	Iteration 38Q: 3 clusters Score -1.307777e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173520 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -13077769.000000 Penalty: 5986.757324
	Iteration 39Q: 3 clusters Score -1.307777e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173519 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -13077766.000000 Penalty: 5986.757324
	Iteration 40F: 3 clusters Score -1.307777e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173520 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -13077762.000000 Penalty: 5986.757324
	Iteration 41Q: 3 clusters Score -1.307776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173520 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -13077762.000000 Penalty: 5986.757324
	Iteration 42F: 3 clusters Score -1.307776e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Entering Unmasked Estep 
Score: -1128015.125000 Penalty: 2434.670898
	Iteration 0F: 2 clusters Score -1128015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1115610.875000 Penalty: 4869.341797
	Iteration 0F: 3 clusters Score -1115611 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1126484.875000 Penalty: 4869.341797
	Iteration 1F: 3 clusters Score -1126485 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1133387.750000 Penalty: 4869.341797
	Iteration 2F: 3 clusters Score -1133388 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1140029.000000 Penalty: 4869.341797
	Iteration 3F: 3 clusters Score -1140029 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1142350.625000 Penalty: 4869.341797
	Iteration 4F: 3 clusters Score -1142351 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1143010.000000 Penalty: 4869.341797
	Iteration 5Q: 3 clusters Score -1143010 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1143241.625000 Penalty: 4869.341797
	Iteration 6Q: 3 clusters Score -1143242 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1143330.125000 Penalty: 4869.341797
	Iteration 7Q: 3 clusters Score -1143330 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1143385.250000 Penalty: 4869.341797
	Iteration 8Q: 3 clusters Score -1143385 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1143418.000000 Penalty: 4869.341797
	Iteration 9Q: 3 clusters Score -1143418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1143445.500000 Penalty: 4869.341797
	Iteration 10Q: 3 clusters Score -1143446 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1143476.250000 Penalty: 4869.341797
	Iteration 11Q: 3 clusters Score -1143476 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1143513.125000 Penalty: 4869.341797
	Iteration 12Q: 3 clusters Score -1143513 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1143531.125000 Penalty: 4869.341797
	Iteration 13Q: 3 clusters Score -1143531 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1143539.000000 Penalty: 4869.341797
	Iteration 14Q: 3 clusters Score -1143539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1143543.375000 Penalty: 4869.341797
	Iteration 15Q: 3 clusters Score -1143543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1143543.750000 Penalty: 4869.341797
	Iteration 16Q: 3 clusters Score -1143544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1143544.000000 Penalty: 4869.341797
	Iteration 17Q: 3 clusters Score -1143544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1143544.375000 Penalty: 4869.341797
	Iteration 18Q: 3 clusters Score -1143544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1143544.750000 Penalty: 4869.341797
	Iteration 19Q: 3 clusters Score -1143545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1143545.875000 Penalty: 4869.341797
	Iteration 20F: 3 clusters Score -1143546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1143542.250000 Penalty: 4869.341797
	Iteration 21Q: 3 clusters Score -1143542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1143542.750000 Penalty: 4869.341797
	Iteration 22Q: 3 clusters Score -1143543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1143542.750000 Penalty: 4869.341797
	Iteration 23F: 3 clusters Score -1143543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 213109 members 
Mstep: Class 2 contains 23424 members 
Mstep: Class 3 contains 5424 members 
Mstep: Class 4 contains 273356 members 
Mstep: Class 5 contains 61865 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 7 contains 33098 members 
Mstep: Class 8 contains 174569 members 
Mstep: Class 9 contains 12995 members 
Mstep: Class 10 contains 124219 members 
Mstep: Class 11 contains 211896 members 
Mstep: Class 12 contains 5757 members 
Mstep: Class 13 contains 34733 members 
Mstep: Class 14 contains 17287 members 
Mstep: Class 15 contains 54766 members 
Mstep: Class 16 contains 27497 members 
Mstep: Class 17 contains 30398 members 
Mstep: Class 18 contains 5583 members 
Mstep: Class 19 contains 22728 members 
Mstep: Class 20 contains 19926 members 
Mstep: Class 21 contains 12049 members 
Mstep: Class 22 contains 11930 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 19033 members 
Mstep: Class 25 contains 5352 members 
Entering Unmasked Estep 
Score: -102151680.000000 Penalty: 87812.828125
Splitting cluster 9 changes total score from -102134352.000000 to -102151680.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (124219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124219 members 
Entering Unmasked Estep 
Score: -9494156.000000 Penalty: 2908.990723
	Iteration 0F: 2 clusters Score -9494156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62360 members 
Mstep: Class 2 contains 61859 members 
Entering Unmasked Estep 
Score: -9411205.000000 Penalty: 5817.981445
	Iteration 0F: 3 clusters Score -9411205 nChanged 59094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65030 members 
Mstep: Class 2 contains 59189 members 
Entering Unmasked Estep 
Score: -9445168.000000 Penalty: 5817.981445
	Iteration 1F: 3 clusters Score -9445168 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66787 members 
Mstep: Class 2 contains 57432 members 
Entering Unmasked Estep 
Score: -9446122.000000 Penalty: 5817.981445
	Iteration 2Q: 3 clusters Score -9446122 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69524 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -9447369.000000 Penalty: 5817.981445
	Iteration 3Q: 3 clusters Score -9447369 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73525 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -9449311.000000 Penalty: 5817.981445
	Iteration 4Q: 3 clusters Score -9449311 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79436 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -9452986.000000 Penalty: 5817.981445
	Iteration 5F: 3 clusters Score -9452986 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87185 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -9458794.000000 Penalty: 5817.981445
	Iteration 6F: 3 clusters Score -9458794 nChanged 9347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96344 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -9466669.000000 Penalty: 5817.981445
	Iteration 7F: 3 clusters Score -9466669 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105477 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -9475335.000000 Penalty: 5817.981445
	Iteration 8F: 3 clusters Score -9475335 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112741 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -9482495.000000 Penalty: 5817.981445
	Iteration 9F: 3 clusters Score -9482495 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117449 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -9487020.000000 Penalty: 5817.981445
	Iteration 10Q: 3 clusters Score -9487020 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120099 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -9489431.000000 Penalty: 5817.981445
	Iteration 11Q: 3 clusters Score -9489431 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121424 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -9490632.000000 Penalty: 5817.981445
	Iteration 12Q: 3 clusters Score -9490632 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122070 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -9491215.000000 Penalty: 5817.981445
	Iteration 13Q: 3 clusters Score -9491215 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122404 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -9491552.000000 Penalty: 5817.981445
	Iteration 14Q: 3 clusters Score -9491552 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122570 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -9491693.000000 Penalty: 5817.981445
	Iteration 15Q: 3 clusters Score -9491693 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122701 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -9491833.000000 Penalty: 5817.981445
	Iteration 16Q: 3 clusters Score -9491833 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122783 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -9491893.000000 Penalty: 5817.981445
	Iteration 17Q: 3 clusters Score -9491893 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122835 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -9491953.000000 Penalty: 5817.981445
	Iteration 18Q: 3 clusters Score -9491953 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122874 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -9491977.000000 Penalty: 5817.981445
	Iteration 19Q: 3 clusters Score -9491977 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122902 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -9492000.000000 Penalty: 5817.981445
	Iteration 20F: 3 clusters Score -9492000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122917 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -9492025.000000 Penalty: 5817.981445
	Iteration 21Q: 3 clusters Score -9492025 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122927 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -9492047.000000 Penalty: 5817.981445
	Iteration 22Q: 3 clusters Score -9492047 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122933 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -9492052.000000 Penalty: 5817.981445
	Iteration 23Q: 3 clusters Score -9492052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122945 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -9492069.000000 Penalty: 5817.981445
	Iteration 24Q: 3 clusters Score -9492069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122950 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -9492082.000000 Penalty: 5817.981445
	Iteration 25Q: 3 clusters Score -9492082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122954 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -9492101.000000 Penalty: 5817.981445
	Iteration 26Q: 3 clusters Score -9492101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122954 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -9492099.000000 Penalty: 5817.981445
	Iteration 27Q: 3 clusters Score -9492099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122956 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -9492108.000000 Penalty: 5817.981445
	Iteration 28Q: 3 clusters Score -9492108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122958 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -9492115.000000 Penalty: 5817.981445
	Iteration 29Q: 3 clusters Score -9492115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122960 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -9492116.000000 Penalty: 5817.981445
	Iteration 30Q: 3 clusters Score -9492116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122965 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9492125.000000 Penalty: 5817.981445
	Iteration 31Q: 3 clusters Score -9492125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122961 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -9492129.000000 Penalty: 5817.981445
	Iteration 32Q: 3 clusters Score -9492129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122961 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -9492140.000000 Penalty: 5817.981445
	Iteration 33Q: 3 clusters Score -9492140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122961 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -9492156.000000 Penalty: 5817.981445
	Iteration 34Q: 3 clusters Score -9492156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122968 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -9492160.000000 Penalty: 5817.981445
	Iteration 35Q: 3 clusters Score -9492160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122970 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -9492166.000000 Penalty: 5817.981445
	Iteration 36Q: 3 clusters Score -9492166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122975 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -9492157.000000 Penalty: 5817.981445
	Iteration 37Q: 3 clusters Score -9492157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122979 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -9492164.000000 Penalty: 5817.981445
	Iteration 38Q: 3 clusters Score -9492164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122980 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -9492173.000000 Penalty: 5817.981445
	Iteration 39Q: 3 clusters Score -9492173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122974 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -9492176.000000 Penalty: 5817.981445
	Iteration 40F: 3 clusters Score -9492176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122971 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -9492183.000000 Penalty: 5817.981445
	Iteration 41Q: 3 clusters Score -9492183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122974 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -9492189.000000 Penalty: 5817.981445
	Iteration 42Q: 3 clusters Score -9492189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122973 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -9492179.000000 Penalty: 5817.981445
	Iteration 43Q: 3 clusters Score -9492179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122975 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -9492182.000000 Penalty: 5817.981445
	Iteration 44Q: 3 clusters Score -9492182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122975 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -9492182.000000 Penalty: 5817.981445
	Iteration 45F: 3 clusters Score -9492182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (211896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211896 members 
Entering Unmasked Estep 
Score: -15801094.000000 Penalty: 3041.435059
	Iteration 0F: 2 clusters Score -1.580109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106019 members 
Mstep: Class 2 contains 105877 members 
Entering Unmasked Estep 
Score: -15658519.000000 Penalty: 6082.870117
	Iteration 0F: 3 clusters Score -1.565852e+07 nChanged 102470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105591 members 
Mstep: Class 2 contains 106305 members 
Entering Unmasked Estep 
Score: -15718835.000000 Penalty: 6082.870117
	Iteration 1F: 3 clusters Score -1.571884e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104884 members 
Mstep: Class 2 contains 107012 members 
Entering Unmasked Estep 
Score: -15720053.000000 Penalty: 6082.870117
	Iteration 2Q: 3 clusters Score -1.572005e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103586 members 
Mstep: Class 2 contains 108310 members 
Entering Unmasked Estep 
Score: -15721359.000000 Penalty: 6082.870117
	Iteration 3Q: 3 clusters Score -1.572136e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101271 members 
Mstep: Class 2 contains 110625 members 
Entering Unmasked Estep 
Score: -15723299.000000 Penalty: 6082.870117
	Iteration 4Q: 3 clusters Score -1.57233e+07 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97351 members 
Mstep: Class 2 contains 114545 members 
Entering Unmasked Estep 
Score: -15726937.000000 Penalty: 6082.870117
	Iteration 5Q: 3 clusters Score -1.572694e+07 nChanged 11523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91520 members 
Mstep: Class 2 contains 120376 members 
Entering Unmasked Estep 
Score: -15732672.000000 Penalty: 6082.870117
	Iteration 6F: 3 clusters Score -1.573267e+07 nChanged 14027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83867 members 
Mstep: Class 2 contains 128029 members 
Entering Unmasked Estep 
Score: -15741411.000000 Penalty: 6082.870117
	Iteration 7F: 3 clusters Score -1.574141e+07 nChanged 15566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75157 members 
Mstep: Class 2 contains 136739 members 
Entering Unmasked Estep 
Score: -15751168.000000 Penalty: 6082.870117
	Iteration 8F: 3 clusters Score -1.575117e+07 nChanged 14524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66629 members 
Mstep: Class 2 contains 145267 members 
Entering Unmasked Estep 
Score: -15759373.000000 Penalty: 6082.870117
	Iteration 9F: 3 clusters Score -1.575937e+07 nChanged 11952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58903 members 
Mstep: Class 2 contains 152993 members 
Entering Unmasked Estep 
Score: -15765295.000000 Penalty: 6082.870117
	Iteration 10F: 3 clusters Score -1.57653e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 159959 members 
Entering Unmasked Estep 
Score: -15769114.000000 Penalty: 6082.870117
	Iteration 11Q: 3 clusters Score -1.576911e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 166555 members 
Entering Unmasked Estep 
Score: -15772268.000000 Penalty: 6082.870117
	Iteration 12Q: 3 clusters Score -1.577227e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 173027 members 
Entering Unmasked Estep 
Score: -15774833.000000 Penalty: 6082.870117
	Iteration 13Q: 3 clusters Score -1.577483e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 179552 members 
Entering Unmasked Estep 
Score: -15777964.000000 Penalty: 6082.870117
	Iteration 14Q: 3 clusters Score -1.577796e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 185945 members 
Entering Unmasked Estep 
Score: -15781180.000000 Penalty: 6082.870117
	Iteration 15Q: 3 clusters Score -1.578118e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 192073 members 
Entering Unmasked Estep 
Score: -15784696.000000 Penalty: 6082.870117
	Iteration 16Q: 3 clusters Score -1.57847e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 197708 members 
Entering Unmasked Estep 
Score: -15788293.000000 Penalty: 6082.870117
	Iteration 17Q: 3 clusters Score -1.578829e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 202482 members 
Entering Unmasked Estep 
Score: -15791862.000000 Penalty: 6082.870117
	Iteration 18Q: 3 clusters Score -1.579186e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 206138 members 
Entering Unmasked Estep 
Score: -15794605.000000 Penalty: 6082.870117
	Iteration 19Q: 3 clusters Score -1.57946e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 208522 members 
Entering Unmasked Estep 
Score: -15796436.000000 Penalty: 6082.870117
	Iteration 20F: 3 clusters Score -1.579644e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 209873 members 
Entering Unmasked Estep 
Score: -15797534.000000 Penalty: 6082.870117
	Iteration 21Q: 3 clusters Score -1.579753e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 210529 members 
Entering Unmasked Estep 
Score: -15798083.000000 Penalty: 6082.870117
	Iteration 22Q: 3 clusters Score -1.579808e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 210825 members 
Entering Unmasked Estep 
Score: -15798363.000000 Penalty: 6082.870117
	Iteration 23Q: 3 clusters Score -1.579836e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 210984 members 
Entering Unmasked Estep 
Score: -15798529.000000 Penalty: 6082.870117
	Iteration 24Q: 3 clusters Score -1.579853e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 211050 members 
Entering Unmasked Estep 
Score: -15798557.000000 Penalty: 6082.870117
	Iteration 25Q: 3 clusters Score -1.579856e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 211072 members 
Entering Unmasked Estep 
Score: -15798606.000000 Penalty: 6082.870117
	Iteration 26Q: 3 clusters Score -1.579861e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 211089 members 
Entering Unmasked Estep 
Score: -15798633.000000 Penalty: 6082.870117
	Iteration 27Q: 3 clusters Score -1.579863e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 211105 members 
Entering Unmasked Estep 
Score: -15798661.000000 Penalty: 6082.870117
	Iteration 28Q: 3 clusters Score -1.579866e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 211130 members 
Entering Unmasked Estep 
Score: -15798680.000000 Penalty: 6082.870117
	Iteration 29Q: 3 clusters Score -1.579868e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 211150 members 
Entering Unmasked Estep 
Score: -15798687.000000 Penalty: 6082.870117
	Iteration 30Q: 3 clusters Score -1.579869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 211159 members 
Entering Unmasked Estep 
Score: -15798694.000000 Penalty: 6082.870117
	Iteration 31Q: 3 clusters Score -1.579869e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 211165 members 
Entering Unmasked Estep 
Score: -15798704.000000 Penalty: 6082.870117
	Iteration 32Q: 3 clusters Score -1.57987e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 211172 members 
Entering Unmasked Estep 
Score: -15798712.000000 Penalty: 6082.870117
	Iteration 33Q: 3 clusters Score -1.579871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 211177 members 
Entering Unmasked Estep 
Score: -15798722.000000 Penalty: 6082.870117
	Iteration 34Q: 3 clusters Score -1.579872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 211179 members 
Entering Unmasked Estep 
Score: -15798724.000000 Penalty: 6082.870117
	Iteration 35Q: 3 clusters Score -1.579872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 211181 members 
Entering Unmasked Estep 
Score: -15798719.000000 Penalty: 6082.870117
	Iteration 36Q: 3 clusters Score -1.579872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 211182 members 
Entering Unmasked Estep 
Score: -15798717.000000 Penalty: 6082.870117
	Iteration 37Q: 3 clusters Score -1.579872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 211184 members 
Entering Unmasked Estep 
Score: -15798707.000000 Penalty: 6082.870117
	Iteration 38Q: 3 clusters Score -1.579871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 211183 members 
Entering Unmasked Estep 
Score: -15798704.000000 Penalty: 6082.870117
	Iteration 39Q: 3 clusters Score -1.57987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 211183 members 
Entering Unmasked Estep 
Score: -15798705.000000 Penalty: 6082.870117
	Iteration 40F: 3 clusters Score -1.57987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 211184 members 
Entering Unmasked Estep 
Score: -15798722.000000 Penalty: 6082.870117
	Iteration 41Q: 3 clusters Score -1.579872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 211185 members 
Entering Unmasked Estep 
Score: -15798713.000000 Penalty: 6082.870117
	Iteration 42Q: 3 clusters Score -1.579871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 211186 members 
Entering Unmasked Estep 
Score: -15798705.000000 Penalty: 6082.870117
	Iteration 43Q: 3 clusters Score -1.57987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 211188 members 
Entering Unmasked Estep 
Score: -15798691.000000 Penalty: 6082.870117
	Iteration 44Q: 3 clusters Score -1.579869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 211190 members 
Entering Unmasked Estep 
Score: -15798723.000000 Penalty: 6082.870117
	Iteration 45Q: 3 clusters Score -1.579872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 211192 members 
Entering Unmasked Estep 
Score: -15798714.000000 Penalty: 6082.870117
	Iteration 46Q: 3 clusters Score -1.579871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 211192 members 
Entering Unmasked Estep 
Score: -15798709.000000 Penalty: 6082.870117
	Iteration 47Q: 3 clusters Score -1.579871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 211194 members 
Entering Unmasked Estep 
Score: -15798714.000000 Penalty: 6082.870117
	Iteration 48Q: 3 clusters Score -1.579871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 211192 members 
Entering Unmasked Estep 
Score: -15798717.000000 Penalty: 6082.870117
	Iteration 49Q: 3 clusters Score -1.579872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 211188 members 
Entering Unmasked Estep 
Score: -15798734.000000 Penalty: 6082.870117
	Iteration 50Q: 3 clusters Score -1.579873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 211191 members 
Entering Unmasked Estep 
Score: -15798737.000000 Penalty: 6082.870117
	Iteration 51Q: 3 clusters Score -1.579874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 211192 members 
Entering Unmasked Estep 
Score: -15798734.000000 Penalty: 6082.870117
	Iteration 52Q: 3 clusters Score -1.579873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 211192 members 
Entering Unmasked Estep 
Score: -15798734.000000 Penalty: 6082.870117
	Iteration 53F: 3 clusters Score -1.579873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Entering Unmasked Estep 
Score: -402413.562500 Penalty: 2147.226562
	Iteration 0F: 2 clusters Score -402413.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -397450.000000 Penalty: 4294.453125
	Iteration 0F: 3 clusters Score -397450 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -399146.156250 Penalty: 4294.453125
	Iteration 1F: 3 clusters Score -399146.2 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -400792.968750 Penalty: 4294.453125
	Iteration 2F: 3 clusters Score -400793 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -402419.593750 Penalty: 4294.453125
	Iteration 3F: 3 clusters Score -402419.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -403139.218750 Penalty: 4294.453125
	Iteration 4F: 3 clusters Score -403139.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -403370.500000 Penalty: 4294.453125
	Iteration 5F: 3 clusters Score -403370.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -403470.375000 Penalty: 4294.453125
	Iteration 6Q: 3 clusters Score -403470.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -403522.593750 Penalty: 4294.453125
	Iteration 7Q: 3 clusters Score -403522.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -403550.843750 Penalty: 4294.453125
	Iteration 8Q: 3 clusters Score -403550.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -403565.437500 Penalty: 4294.453125
	Iteration 9Q: 3 clusters Score -403565.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -403574.812500 Penalty: 4294.453125
	Iteration 10Q: 3 clusters Score -403574.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -403579.906250 Penalty: 4294.453125
	Iteration 11Q: 3 clusters Score -403579.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -403586.468750 Penalty: 4294.453125
	Iteration 12Q: 3 clusters Score -403586.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -403588.718750 Penalty: 4294.453125
	Iteration 13Q: 3 clusters Score -403588.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -403590.718750 Penalty: 4294.453125
	Iteration 14Q: 3 clusters Score -403590.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -403592.437500 Penalty: 4294.453125
	Iteration 15Q: 3 clusters Score -403592.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -403593.812500 Penalty: 4294.453125
	Iteration 16Q: 3 clusters Score -403593.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -403595.718750 Penalty: 4294.453125
	Iteration 17Q: 3 clusters Score -403595.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -403595.781250 Penalty: 4294.453125
	Iteration 18Q: 3 clusters Score -403595.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -403596.843750 Penalty: 4294.453125
	Iteration 19Q: 3 clusters Score -403596.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -403599.031250 Penalty: 4294.453125
	Iteration 20F: 3 clusters Score -403599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -403601.562500 Penalty: 4294.453125
	Iteration 21Q: 3 clusters Score -403601.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -403603.031250 Penalty: 4294.453125
	Iteration 22Q: 3 clusters Score -403603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -403604.250000 Penalty: 4294.453125
	Iteration 23Q: 3 clusters Score -403604.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -403607.437500 Penalty: 4294.453125
	Iteration 24Q: 3 clusters Score -403607.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -403611.781250 Penalty: 4294.453125
	Iteration 25Q: 3 clusters Score -403611.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -403613.937500 Penalty: 4294.453125
	Iteration 26Q: 3 clusters Score -403613.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -403622.593750 Penalty: 4294.453125
	Iteration 27Q: 3 clusters Score -403622.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -403634.343750 Penalty: 4294.453125
	Iteration 28Q: 3 clusters Score -403634.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -403648.468750 Penalty: 4294.453125
	Iteration 29Q: 3 clusters Score -403648.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -403668.062500 Penalty: 4294.453125
	Iteration 30Q: 3 clusters Score -403668.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -403691.437500 Penalty: 4294.453125
	Iteration 31Q: 3 clusters Score -403691.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -403706.125000 Penalty: 4294.453125
	Iteration 32Q: 3 clusters Score -403706.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -403713.843750 Penalty: 4294.453125
	Iteration 33Q: 3 clusters Score -403713.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -403716.812500 Penalty: 4294.453125
	Iteration 34Q: 3 clusters Score -403716.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -403719.281250 Penalty: 4294.453125
	Iteration 35Q: 3 clusters Score -403719.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -403720.468750 Penalty: 4294.453125
	Iteration 36Q: 3 clusters Score -403720.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -403720.500000 Penalty: 4294.453125
	Iteration 37Q: 3 clusters Score -403720.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -403721.718750 Penalty: 4294.453125
	Iteration 38Q: 3 clusters Score -403721.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -403723.687500 Penalty: 4294.453125
	Iteration 39Q: 3 clusters Score -403723.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -403724.625000 Penalty: 4294.453125
	Iteration 40F: 3 clusters Score -403724.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -403726.812500 Penalty: 4294.453125
	Iteration 41Q: 3 clusters Score -403726.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -403726.218750 Penalty: 4294.453125
	Iteration 42Q: 3 clusters Score -403726.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -403726.218750 Penalty: 4294.453125
	Iteration 43F: 3 clusters Score -403726.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 213109 members 
Mstep: Class 2 contains 23424 members 
Mstep: Class 3 contains 5424 members 
Mstep: Class 4 contains 273356 members 
Mstep: Class 5 contains 61865 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 7 contains 33098 members 
Mstep: Class 8 contains 174569 members 
Mstep: Class 9 contains 12995 members 
Mstep: Class 10 contains 124219 members 
Mstep: Class 11 contains 211896 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 34733 members 
Mstep: Class 14 contains 17287 members 
Mstep: Class 15 contains 54766 members 
Mstep: Class 16 contains 27497 members 
Mstep: Class 17 contains 30398 members 
Mstep: Class 18 contains 5583 members 
Mstep: Class 19 contains 22728 members 
Mstep: Class 20 contains 19926 members 
Mstep: Class 21 contains 12049 members 
Mstep: Class 22 contains 11930 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 19033 members 
Mstep: Class 25 contains 5352 members 
Mstep: Class 26 contains 4696 members 
Entering Unmasked Estep 
Score: -102151432.000000 Penalty: 91325.343750
Splitting cluster 12 changes total score from -102134352.000000 to -102151432.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (34733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Entering Unmasked Estep 
Score: -2572967.750000 Penalty: 2592.950439
	Iteration 0F: 2 clusters Score -2572968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2549249.750000 Penalty: 5185.900879
	Iteration 0F: 3 clusters Score -2549250 nChanged 15859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2558044.500000 Penalty: 5185.900879
	Iteration 1F: 3 clusters Score -2558044 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2558957.250000 Penalty: 5185.900879
	Iteration 2F: 3 clusters Score -2558957 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2560054.250000 Penalty: 5185.900879
	Iteration 3F: 3 clusters Score -2560054 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2561367.500000 Penalty: 5185.900879
	Iteration 4F: 3 clusters Score -2561368 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2562937.750000 Penalty: 5185.900879
	Iteration 5F: 3 clusters Score -2562938 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2564703.750000 Penalty: 5185.900879
	Iteration 6F: 3 clusters Score -2564704 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2566609.750000 Penalty: 5185.900879
	Iteration 7F: 3 clusters Score -2566610 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2568311.000000 Penalty: 5185.900879
	Iteration 8F: 3 clusters Score -2568311 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -2569518.500000 Penalty: 5185.900879
	Iteration 9F: 3 clusters Score -2569518 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -2570319.750000 Penalty: 5185.900879
	Iteration 10Q: 3 clusters Score -2570320 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -2570880.500000 Penalty: 5185.900879
	Iteration 11Q: 3 clusters Score -2570880 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -2571281.000000 Penalty: 5185.900879
	Iteration 12Q: 3 clusters Score -2571281 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -2571661.500000 Penalty: 5185.900879
	Iteration 13Q: 3 clusters Score -2571662 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -2572042.750000 Penalty: 5185.900879
	Iteration 14Q: 3 clusters Score -2572043 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -2572461.000000 Penalty: 5185.900879
	Iteration 15Q: 3 clusters Score -2572461 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -2572809.500000 Penalty: 5185.900879
	Iteration 16Q: 3 clusters Score -2572810 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -2573143.750000 Penalty: 5185.900879
	Iteration 17Q: 3 clusters Score -2573144 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -2573411.250000 Penalty: 5185.900879
	Iteration 18Q: 3 clusters Score -2573411 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -2573677.250000 Penalty: 5185.900879
	Iteration 19Q: 3 clusters Score -2573677 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -2573915.750000 Penalty: 5185.900879
	Iteration 20F: 3 clusters Score -2573916 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -2574144.250000 Penalty: 5185.900879
	Iteration 21Q: 3 clusters Score -2574144 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -2574343.500000 Penalty: 5185.900879
	Iteration 22Q: 3 clusters Score -2574344 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -2574498.750000 Penalty: 5185.900879
	Iteration 23Q: 3 clusters Score -2574499 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -2574620.750000 Penalty: 5185.900879
	Iteration 24Q: 3 clusters Score -2574621 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -2574696.750000 Penalty: 5185.900879
	Iteration 25Q: 3 clusters Score -2574697 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -2574759.250000 Penalty: 5185.900879
	Iteration 26Q: 3 clusters Score -2574759 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -2574795.250000 Penalty: 5185.900879
	Iteration 27Q: 3 clusters Score -2574795 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -2574835.000000 Penalty: 5185.900879
	Iteration 28Q: 3 clusters Score -2574835 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -2574869.000000 Penalty: 5185.900879
	Iteration 29Q: 3 clusters Score -2574869 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -2574906.250000 Penalty: 5185.900879
	Iteration 30Q: 3 clusters Score -2574906 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -2574940.250000 Penalty: 5185.900879
	Iteration 31Q: 3 clusters Score -2574940 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -2574965.250000 Penalty: 5185.900879
	Iteration 32Q: 3 clusters Score -2574965 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -2574978.500000 Penalty: 5185.900879
	Iteration 33Q: 3 clusters Score -2574978 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -2574996.750000 Penalty: 5185.900879
	Iteration 34Q: 3 clusters Score -2574997 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -2575005.500000 Penalty: 5185.900879
	Iteration 35Q: 3 clusters Score -2575006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -2575011.000000 Penalty: 5185.900879
	Iteration 36Q: 3 clusters Score -2575011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -2575010.750000 Penalty: 5185.900879
	Iteration 37Q: 3 clusters Score -2575011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -2575007.000000 Penalty: 5185.900879
	Iteration 38Q: 3 clusters Score -2575007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -2575009.250000 Penalty: 5185.900879
	Iteration 39Q: 3 clusters Score -2575009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -2575013.750000 Penalty: 5185.900879
	Iteration 40F: 3 clusters Score -2575014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -2575016.750000 Penalty: 5185.900879
	Iteration 41Q: 3 clusters Score -2575017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -2575021.750000 Penalty: 5185.900879
	Iteration 42Q: 3 clusters Score -2575022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -2575025.750000 Penalty: 5185.900879
	Iteration 43Q: 3 clusters Score -2575026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -2575028.500000 Penalty: 5185.900879
	Iteration 44Q: 3 clusters Score -2575028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -2575027.250000 Penalty: 5185.900879
	Iteration 45Q: 3 clusters Score -2575027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -2575028.000000 Penalty: 5185.900879
	Iteration 46Q: 3 clusters Score -2575028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -2575030.250000 Penalty: 5185.900879
	Iteration 47Q: 3 clusters Score -2575030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -2575029.000000 Penalty: 5185.900879
	Iteration 48Q: 3 clusters Score -2575029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -2575029.750000 Penalty: 5185.900879
	Iteration 49Q: 3 clusters Score -2575030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -2575029.750000 Penalty: 5185.900879
	Iteration 50F: 3 clusters Score -2575030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 213109 members 
Mstep: Class 2 contains 23424 members 
Mstep: Class 3 contains 5424 members 
Mstep: Class 4 contains 273356 members 
Mstep: Class 5 contains 61865 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 7 contains 33098 members 
Mstep: Class 8 contains 174569 members 
Mstep: Class 9 contains 12995 members 
Mstep: Class 10 contains 124219 members 
Mstep: Class 11 contains 211896 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 17287 members 
Mstep: Class 15 contains 54766 members 
Mstep: Class 16 contains 27497 members 
Mstep: Class 17 contains 30398 members 
Mstep: Class 18 contains 5583 members 
Mstep: Class 19 contains 22728 members 
Mstep: Class 20 contains 19926 members 
Mstep: Class 21 contains 12049 members 
Mstep: Class 22 contains 11930 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 19033 members 
Mstep: Class 25 contains 5352 members 
Mstep: Class 26 contains 4696 members 
Mstep: Class 27 contains 32656 members 
Entering Unmasked Estep 
Score: -102152984.000000 Penalty: 94837.859375
Splitting cluster 13 changes total score from -102134352.000000 to -102152984.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (17287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Entering Unmasked Estep 
Score: -1251652.000000 Penalty: 2419.912109
	Iteration 0F: 2 clusters Score -1251652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1239531.625000 Penalty: 4839.824219
	Iteration 0F: 3 clusters Score -1239532 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1246166.875000 Penalty: 4839.824219
	Iteration 1F: 3 clusters Score -1246167 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1251384.625000 Penalty: 4839.824219
	Iteration 2F: 3 clusters Score -1251385 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1256192.125000 Penalty: 4839.824219
	Iteration 3F: 3 clusters Score -1256192 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1258382.875000 Penalty: 4839.824219
	Iteration 4F: 3 clusters Score -1258383 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1258946.000000 Penalty: 4839.824219
	Iteration 5Q: 3 clusters Score -1258946 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1259163.000000 Penalty: 4839.824219
	Iteration 6Q: 3 clusters Score -1259163 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1259406.125000 Penalty: 4839.824219
	Iteration 7Q: 3 clusters Score -1259406 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1259864.250000 Penalty: 4839.824219
	Iteration 8Q: 3 clusters Score -1259864 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1260594.125000 Penalty: 4839.824219
	Iteration 9Q: 3 clusters Score -1260594 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1261327.625000 Penalty: 4839.824219
	Iteration 10Q: 3 clusters Score -1261328 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1261642.125000 Penalty: 4839.824219
	Iteration 11Q: 3 clusters Score -1261642 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1261692.000000 Penalty: 4839.824219
	Iteration 12Q: 3 clusters Score -1261692 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1261697.625000 Penalty: 4839.824219
	Iteration 13Q: 3 clusters Score -1261698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1261700.125000 Penalty: 4839.824219
	Iteration 14Q: 3 clusters Score -1261700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1261702.500000 Penalty: 4839.824219
	Iteration 15Q: 3 clusters Score -1261702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1261701.750000 Penalty: 4839.824219
	Iteration 16Q: 3 clusters Score -1261702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1261701.250000 Penalty: 4839.824219
	Iteration 17Q: 3 clusters Score -1261701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1261700.375000 Penalty: 4839.824219
	Iteration 18Q: 3 clusters Score -1261700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1261700.375000 Penalty: 4839.824219
	Iteration 19F: 3 clusters Score -1261700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 213109 members 
Mstep: Class 2 contains 23424 members 
Mstep: Class 3 contains 5424 members 
Mstep: Class 4 contains 273356 members 
Mstep: Class 5 contains 61865 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 7 contains 33098 members 
Mstep: Class 8 contains 174569 members 
Mstep: Class 9 contains 12995 members 
Mstep: Class 10 contains 124219 members 
Mstep: Class 11 contains 211896 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 7599 members 
Mstep: Class 15 contains 54766 members 
Mstep: Class 16 contains 27497 members 
Mstep: Class 17 contains 30398 members 
Mstep: Class 18 contains 5583 members 
Mstep: Class 19 contains 22728 members 
Mstep: Class 20 contains 19926 members 
Mstep: Class 21 contains 12049 members 
Mstep: Class 22 contains 11930 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 19033 members 
Mstep: Class 25 contains 5352 members 
Mstep: Class 26 contains 4696 members 
Mstep: Class 27 contains 32656 members 
Mstep: Class 28 contains 9688 members 
Entering Unmasked Estep 
Score: -102161808.000000 Penalty: 98350.367188
Splitting cluster 14 changes total score from -102134352.000000 to -102161808.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (54766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54766 members 
Entering Unmasked Estep 
Score: -4053738.250000 Penalty: 2705.884521
	Iteration 0F: 2 clusters Score -4053738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -4016882.250000 Penalty: 5411.769043
	Iteration 0F: 3 clusters Score -4016882 nChanged 25344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -4031113.000000 Penalty: 5411.769043
	Iteration 1F: 3 clusters Score -4031113 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -4032328.000000 Penalty: 5411.769043
	Iteration 2Q: 3 clusters Score -4032328 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -4034130.500000 Penalty: 5411.769043
	Iteration 3F: 3 clusters Score -4034130 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -4036809.000000 Penalty: 5411.769043
	Iteration 4F: 3 clusters Score -4036809 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -4040435.750000 Penalty: 5411.769043
	Iteration 5F: 3 clusters Score -4040436 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -4044270.250000 Penalty: 5411.769043
	Iteration 6F: 3 clusters Score -4044270 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -4047363.500000 Penalty: 5411.769043
	Iteration 7F: 3 clusters Score -4047364 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -4049221.500000 Penalty: 5411.769043
	Iteration 8F: 3 clusters Score -4049222 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -4050091.250000 Penalty: 5411.769043
	Iteration 9Q: 3 clusters Score -4050091 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -4050565.500000 Penalty: 5411.769043
	Iteration 10Q: 3 clusters Score -4050566 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -4050951.250000 Penalty: 5411.769043
	Iteration 11Q: 3 clusters Score -4050951 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -4051280.250000 Penalty: 5411.769043
	Iteration 12Q: 3 clusters Score -4051280 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -4051572.750000 Penalty: 5411.769043
	Iteration 13Q: 3 clusters Score -4051573 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -4051836.250000 Penalty: 5411.769043
	Iteration 14Q: 3 clusters Score -4051836 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -4052121.500000 Penalty: 5411.769043
	Iteration 15Q: 3 clusters Score -4052122 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -4052354.250000 Penalty: 5411.769043
	Iteration 16Q: 3 clusters Score -4052354 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -4052577.250000 Penalty: 5411.769043
	Iteration 17Q: 3 clusters Score -4052577 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -4052779.750000 Penalty: 5411.769043
	Iteration 18Q: 3 clusters Score -4052780 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -4052925.000000 Penalty: 5411.769043
	Iteration 19Q: 3 clusters Score -4052925 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -4053026.750000 Penalty: 5411.769043
	Iteration 20F: 3 clusters Score -4053027 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -4053093.250000 Penalty: 5411.769043
	Iteration 21Q: 3 clusters Score -4053093 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -4053149.000000 Penalty: 5411.769043
	Iteration 22Q: 3 clusters Score -4053149 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -4053191.000000 Penalty: 5411.769043
	Iteration 23Q: 3 clusters Score -4053191 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -4053245.250000 Penalty: 5411.769043
	Iteration 24Q: 3 clusters Score -4053245 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -4053275.250000 Penalty: 5411.769043
	Iteration 25Q: 3 clusters Score -4053275 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -4053310.500000 Penalty: 5411.769043
	Iteration 26Q: 3 clusters Score -4053310 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -4053336.250000 Penalty: 5411.769043
	Iteration 27Q: 3 clusters Score -4053336 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -4053355.750000 Penalty: 5411.769043
	Iteration 28Q: 3 clusters Score -4053356 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -4053369.250000 Penalty: 5411.769043
	Iteration 29Q: 3 clusters Score -4053369 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -4053374.500000 Penalty: 5411.769043
	Iteration 30Q: 3 clusters Score -4053374 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -4053390.750000 Penalty: 5411.769043
	Iteration 31Q: 3 clusters Score -4053391 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -4053401.750000 Penalty: 5411.769043
	Iteration 32Q: 3 clusters Score -4053402 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -4053407.750000 Penalty: 5411.769043
	Iteration 33Q: 3 clusters Score -4053408 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -4053401.250000 Penalty: 5411.769043
	Iteration 34Q: 3 clusters Score -4053401 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -4053409.500000 Penalty: 5411.769043
	Iteration 35Q: 3 clusters Score -4053410 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -4053408.000000 Penalty: 5411.769043
	Iteration 36Q: 3 clusters Score -4053408 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -4053409.000000 Penalty: 5411.769043
	Iteration 37Q: 3 clusters Score -4053409 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -4053405.500000 Penalty: 5411.769043
	Iteration 38Q: 3 clusters Score -4053406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -4053405.500000 Penalty: 5411.769043
	Iteration 39Q: 3 clusters Score -4053406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -4053420.000000 Penalty: 5411.769043
	Iteration 40F: 3 clusters Score -4053420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -4053424.750000 Penalty: 5411.769043
	Iteration 41Q: 3 clusters Score -4053425 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -4053432.500000 Penalty: 5411.769043
	Iteration 42Q: 3 clusters Score -4053432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -4053439.500000 Penalty: 5411.769043
	Iteration 43Q: 3 clusters Score -4053440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -4053436.250000 Penalty: 5411.769043
	Iteration 44Q: 3 clusters Score -4053436 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -4053438.000000 Penalty: 5411.769043
	Iteration 45Q: 3 clusters Score -4053438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -4053441.250000 Penalty: 5411.769043
	Iteration 46Q: 3 clusters Score -4053441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -4053444.500000 Penalty: 5411.769043
	Iteration 47Q: 3 clusters Score -4053444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -4053439.750000 Penalty: 5411.769043
	Iteration 48Q: 3 clusters Score -4053440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -4053436.500000 Penalty: 5411.769043
	Iteration 49Q: 3 clusters Score -4053436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -4053443.000000 Penalty: 5411.769043
	Iteration 50Q: 3 clusters Score -4053443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -4053445.000000 Penalty: 5411.769043
	Iteration 51Q: 3 clusters Score -4053445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -4053443.500000 Penalty: 5411.769043
	Iteration 52Q: 3 clusters Score -4053444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -4053442.000000 Penalty: 5411.769043
	Iteration 53Q: 3 clusters Score -4053442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -4053438.000000 Penalty: 5411.769043
	Iteration 54Q: 3 clusters Score -4053438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -4053438.000000 Penalty: 5411.769043
	Iteration 55Q: 3 clusters Score -4053438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -4053448.500000 Penalty: 5411.769043
	Iteration 56Q: 3 clusters Score -4053448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -4053443.750000 Penalty: 5411.769043
	Iteration 57Q: 3 clusters Score -4053444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -4053446.500000 Penalty: 5411.769043
	Iteration 58Q: 3 clusters Score -4053446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -4053447.500000 Penalty: 5411.769043
	Iteration 59Q: 3 clusters Score -4053448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -4053442.500000 Penalty: 5411.769043
	Iteration 60F: 3 clusters Score -4053442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -4053441.000000 Penalty: 5411.769043
	Iteration 61Q: 3 clusters Score -4053441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -4053446.500000 Penalty: 5411.769043
	Iteration 62Q: 3 clusters Score -4053446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -4053451.000000 Penalty: 5411.769043
	Iteration 63Q: 3 clusters Score -4053451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -4053443.000000 Penalty: 5411.769043
	Iteration 64Q: 3 clusters Score -4053443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -4053445.250000 Penalty: 5411.769043
	Iteration 65Q: 3 clusters Score -4053445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -4053447.250000 Penalty: 5411.769043
	Iteration 66Q: 3 clusters Score -4053447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -4053449.000000 Penalty: 5411.769043
	Iteration 67Q: 3 clusters Score -4053449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -4053449.000000 Penalty: 5411.769043
	Iteration 68Q: 3 clusters Score -4053449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -4053446.250000 Penalty: 5411.769043
	Iteration 69Q: 3 clusters Score -4053446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -4053441.500000 Penalty: 5411.769043
	Iteration 70Q: 3 clusters Score -4053442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -4053447.750000 Penalty: 5411.769043
	Iteration 71Q: 3 clusters Score -4053448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -4053447.500000 Penalty: 5411.769043
	Iteration 72Q: 3 clusters Score -4053448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -4053440.750000 Penalty: 5411.769043
	Iteration 73Q: 3 clusters Score -4053441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -4053447.000000 Penalty: 5411.769043
	Iteration 74Q: 3 clusters Score -4053447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -4053445.000000 Penalty: 5411.769043
	Iteration 75Q: 3 clusters Score -4053445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -4053444.750000 Penalty: 5411.769043
	Iteration 76Q: 3 clusters Score -4053445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -4053444.750000 Penalty: 5411.769043
	Iteration 77F: 3 clusters Score -4053445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Entering Unmasked Estep 
Score: -2142208.250000 Penalty: 2535.014404
	Iteration 0F: 2 clusters Score -2142208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2123278.250000 Penalty: 5070.028809
	Iteration 0F: 3 clusters Score -2123278 nChanged 12405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2130140.250000 Penalty: 5070.028809
	Iteration 1F: 3 clusters Score -2130140 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2130620.250000 Penalty: 5070.028809
	Iteration 2Q: 3 clusters Score -2130620 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2131167.000000 Penalty: 5070.028809
	Iteration 3Q: 3 clusters Score -2131167 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2131882.000000 Penalty: 5070.028809
	Iteration 4F: 3 clusters Score -2131882 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2132863.250000 Penalty: 5070.028809
	Iteration 5F: 3 clusters Score -2132863 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2134120.250000 Penalty: 5070.028809
	Iteration 6F: 3 clusters Score -2134120 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2135578.000000 Penalty: 5070.028809
	Iteration 7F: 3 clusters Score -2135578 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2137036.500000 Penalty: 5070.028809
	Iteration 8F: 3 clusters Score -2137036 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2138125.000000 Penalty: 5070.028809
	Iteration 9Q: 3 clusters Score -2138125 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2138819.000000 Penalty: 5070.028809
	Iteration 10Q: 3 clusters Score -2138819 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2139195.250000 Penalty: 5070.028809
	Iteration 11Q: 3 clusters Score -2139195 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2139383.500000 Penalty: 5070.028809
	Iteration 12Q: 3 clusters Score -2139384 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2139474.750000 Penalty: 5070.028809
	Iteration 13Q: 3 clusters Score -2139475 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2139547.000000 Penalty: 5070.028809
	Iteration 14Q: 3 clusters Score -2139547 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2139583.000000 Penalty: 5070.028809
	Iteration 15Q: 3 clusters Score -2139583 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2139603.750000 Penalty: 5070.028809
	Iteration 16Q: 3 clusters Score -2139604 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2139628.500000 Penalty: 5070.028809
	Iteration 17Q: 3 clusters Score -2139628 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2139657.000000 Penalty: 5070.028809
	Iteration 18Q: 3 clusters Score -2139657 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2139695.250000 Penalty: 5070.028809
	Iteration 19Q: 3 clusters Score -2139695 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2139744.000000 Penalty: 5070.028809
	Iteration 20F: 3 clusters Score -2139744 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2139774.250000 Penalty: 5070.028809
	Iteration 21Q: 3 clusters Score -2139774 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2139810.250000 Penalty: 5070.028809
	Iteration 22Q: 3 clusters Score -2139810 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2139836.000000 Penalty: 5070.028809
	Iteration 23Q: 3 clusters Score -2139836 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2139865.250000 Penalty: 5070.028809
	Iteration 24Q: 3 clusters Score -2139865 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2139881.000000 Penalty: 5070.028809
	Iteration 25Q: 3 clusters Score -2139881 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2139901.250000 Penalty: 5070.028809
	Iteration 26Q: 3 clusters Score -2139901 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2139921.250000 Penalty: 5070.028809
	Iteration 27Q: 3 clusters Score -2139921 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2139926.750000 Penalty: 5070.028809
	Iteration 28Q: 3 clusters Score -2139927 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2139939.500000 Penalty: 5070.028809
	Iteration 29Q: 3 clusters Score -2139940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2139941.500000 Penalty: 5070.028809
	Iteration 30Q: 3 clusters Score -2139942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2139945.250000 Penalty: 5070.028809
	Iteration 31Q: 3 clusters Score -2139945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2139956.500000 Penalty: 5070.028809
	Iteration 32Q: 3 clusters Score -2139956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2139958.500000 Penalty: 5070.028809
	Iteration 33Q: 3 clusters Score -2139958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2139963.500000 Penalty: 5070.028809
	Iteration 34Q: 3 clusters Score -2139964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2139970.000000 Penalty: 5070.028809
	Iteration 35Q: 3 clusters Score -2139970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2139979.500000 Penalty: 5070.028809
	Iteration 36Q: 3 clusters Score -2139980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2139980.250000 Penalty: 5070.028809
	Iteration 37Q: 3 clusters Score -2139980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2139982.500000 Penalty: 5070.028809
	Iteration 38Q: 3 clusters Score -2139982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2139982.250000 Penalty: 5070.028809
	Iteration 39Q: 3 clusters Score -2139982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2139981.500000 Penalty: 5070.028809
	Iteration 40F: 3 clusters Score -2139982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2139983.500000 Penalty: 5070.028809
	Iteration 41Q: 3 clusters Score -2139984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2139982.500000 Penalty: 5070.028809
	Iteration 42Q: 3 clusters Score -2139982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2139988.000000 Penalty: 5070.028809
	Iteration 43Q: 3 clusters Score -2139988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2139991.250000 Penalty: 5070.028809
	Iteration 44Q: 3 clusters Score -2139991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2139989.500000 Penalty: 5070.028809
	Iteration 45Q: 3 clusters Score -2139990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2139989.500000 Penalty: 5070.028809
	Iteration 46F: 3 clusters Score -2139990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Entering Unmasked Estep 
Score: -2217125.250000 Penalty: 2559.888672
	Iteration 0F: 2 clusters Score -2217125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2196421.250000 Penalty: 5119.777344
	Iteration 0F: 3 clusters Score -2196421 nChanged 13612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2204391.250000 Penalty: 5119.777344
	Iteration 1F: 3 clusters Score -2204391 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2205642.000000 Penalty: 5119.777344
	Iteration 2F: 3 clusters Score -2205642 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2207164.750000 Penalty: 5119.777344
	Iteration 3F: 3 clusters Score -2207165 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2209099.750000 Penalty: 5119.777344
	Iteration 4F: 3 clusters Score -2209100 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2211312.250000 Penalty: 5119.777344
	Iteration 5F: 3 clusters Score -2211312 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2213415.250000 Penalty: 5119.777344
	Iteration 6F: 3 clusters Score -2213415 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2215214.250000 Penalty: 5119.777344
	Iteration 7F: 3 clusters Score -2215214 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2216731.000000 Penalty: 5119.777344
	Iteration 8F: 3 clusters Score -2216731 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2218001.750000 Penalty: 5119.777344
	Iteration 9Q: 3 clusters Score -2218002 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2219044.250000 Penalty: 5119.777344
	Iteration 10Q: 3 clusters Score -2219044 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2219713.750000 Penalty: 5119.777344
	Iteration 11Q: 3 clusters Score -2219714 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2220208.000000 Penalty: 5119.777344
	Iteration 12Q: 3 clusters Score -2220208 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2220615.000000 Penalty: 5119.777344
	Iteration 13Q: 3 clusters Score -2220615 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2220877.000000 Penalty: 5119.777344
	Iteration 14Q: 3 clusters Score -2220877 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2221236.000000 Penalty: 5119.777344
	Iteration 15Q: 3 clusters Score -2221236 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2221899.750000 Penalty: 5119.777344
	Iteration 16Q: 3 clusters Score -2221900 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2222842.750000 Penalty: 5119.777344
	Iteration 17Q: 3 clusters Score -2222843 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2223349.750000 Penalty: 5119.777344
	Iteration 18Q: 3 clusters Score -2223350 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2223393.000000 Penalty: 5119.777344
	Iteration 19Q: 3 clusters Score -2223393 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2223409.000000 Penalty: 5119.777344
	Iteration 20F: 3 clusters Score -2223409 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2223422.250000 Penalty: 5119.777344
	Iteration 21Q: 3 clusters Score -2223422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2223427.250000 Penalty: 5119.777344
	Iteration 22Q: 3 clusters Score -2223427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2223429.000000 Penalty: 5119.777344
	Iteration 23Q: 3 clusters Score -2223429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2223428.250000 Penalty: 5119.777344
	Iteration 24Q: 3 clusters Score -2223428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2223428.250000 Penalty: 5119.777344
	Iteration 25F: 3 clusters Score -2223428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 213109 members 
Mstep: Class 2 contains 23424 members 
Mstep: Class 3 contains 5424 members 
Mstep: Class 4 contains 273356 members 
Mstep: Class 5 contains 61865 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 7 contains 33098 members 
Mstep: Class 8 contains 174569 members 
Mstep: Class 9 contains 12995 members 
Mstep: Class 10 contains 124219 members 
Mstep: Class 11 contains 211896 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 7599 members 
Mstep: Class 15 contains 54766 members 
Mstep: Class 16 contains 27497 members 
Mstep: Class 17 contains 24856 members 
Mstep: Class 18 contains 5583 members 
Mstep: Class 19 contains 22728 members 
Mstep: Class 20 contains 19926 members 
Mstep: Class 21 contains 12049 members 
Mstep: Class 22 contains 11930 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 19033 members 
Mstep: Class 25 contains 5352 members 
Mstep: Class 26 contains 4696 members 
Mstep: Class 27 contains 32656 members 
Mstep: Class 28 contains 9688 members 
Mstep: Class 29 contains 5542 members 
Entering Unmasked Estep 
Score: -102166888.000000 Penalty: 101862.882812
Splitting cluster 17 changes total score from -102134352.000000 to -102166888.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (5583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Entering Unmasked Estep 
Score: -345914.000000 Penalty: 2139.615479
	Iteration 0F: 2 clusters Score -345914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -341087.312500 Penalty: 4279.230957
	Iteration 0F: 3 clusters Score -341087.3 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -342716.937500 Penalty: 4279.230957
	Iteration 1F: 3 clusters Score -342716.9 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -344117.062500 Penalty: 4279.230957
	Iteration 2F: 3 clusters Score -344117.1 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -346248.843750 Penalty: 4279.230957
	Iteration 3F: 3 clusters Score -346248.8 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -348548.156250 Penalty: 4279.230957
	Iteration 4F: 3 clusters Score -348548.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -350296.343750 Penalty: 4279.230957
	Iteration 5F: 3 clusters Score -350296.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -351561.406250 Penalty: 4279.230957
	Iteration 6F: 3 clusters Score -351561.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -351946.281250 Penalty: 4279.230957
	Iteration 7Q: 3 clusters Score -351946.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -351995.718750 Penalty: 4279.230957
	Iteration 8Q: 3 clusters Score -351995.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -352017.312500 Penalty: 4279.230957
	Iteration 9Q: 3 clusters Score -352017.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -352030.218750 Penalty: 4279.230957
	Iteration 10Q: 3 clusters Score -352030.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -352037.312500 Penalty: 4279.230957
	Iteration 11Q: 3 clusters Score -352037.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -352040.031250 Penalty: 4279.230957
	Iteration 12Q: 3 clusters Score -352040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -352040.593750 Penalty: 4279.230957
	Iteration 13Q: 3 clusters Score -352040.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -352042.937500 Penalty: 4279.230957
	Iteration 14Q: 3 clusters Score -352042.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -352042.750000 Penalty: 4279.230957
	Iteration 15Q: 3 clusters Score -352042.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -352043.750000 Penalty: 4279.230957
	Iteration 16Q: 3 clusters Score -352043.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -352043.468750 Penalty: 4279.230957
	Iteration 17Q: 3 clusters Score -352043.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -352043.468750 Penalty: 4279.230957
	Iteration 18F: 3 clusters Score -352043.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 213109 members 
Mstep: Class 2 contains 23424 members 
Mstep: Class 3 contains 5424 members 
Mstep: Class 4 contains 273356 members 
Mstep: Class 5 contains 61865 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 7 contains 33098 members 
Mstep: Class 8 contains 174569 members 
Mstep: Class 9 contains 12995 members 
Mstep: Class 10 contains 124219 members 
Mstep: Class 11 contains 211896 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 7599 members 
Mstep: Class 15 contains 54766 members 
Mstep: Class 16 contains 27497 members 
Mstep: Class 17 contains 24856 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 22728 members 
Mstep: Class 20 contains 19926 members 
Mstep: Class 21 contains 12049 members 
Mstep: Class 22 contains 11930 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 19033 members 
Mstep: Class 25 contains 5352 members 
Mstep: Class 26 contains 4696 members 
Mstep: Class 27 contains 32656 members 
Mstep: Class 28 contains 9688 members 
Mstep: Class 29 contains 5542 members 
Mstep: Class 30 contains 3380 members 
Entering Unmasked Estep 
Score: -102171432.000000 Penalty: 105375.398438
Splitting cluster 18 changes total score from -102134352.000000 to -102171432.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (22728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Entering Unmasked Estep 
Score: -1622619.000000 Penalty: 2487.775635
	Iteration 0F: 2 clusters Score -1622619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1606834.625000 Penalty: 4975.551270
	Iteration 0F: 3 clusters Score -1606835 nChanged 10098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1612828.000000 Penalty: 4975.551270
	Iteration 1F: 3 clusters Score -1612828 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1613840.000000 Penalty: 4975.551270
	Iteration 2F: 3 clusters Score -1613840 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1615060.750000 Penalty: 4975.551270
	Iteration 3F: 3 clusters Score -1615061 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1616458.750000 Penalty: 4975.551270
	Iteration 4F: 3 clusters Score -1616459 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1617811.125000 Penalty: 4975.551270
	Iteration 5F: 3 clusters Score -1617811 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1618958.750000 Penalty: 4975.551270
	Iteration 6F: 3 clusters Score -1618959 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1620146.750000 Penalty: 4975.551270
	Iteration 7F: 3 clusters Score -1620147 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1621346.500000 Penalty: 4975.551270
	Iteration 8Q: 3 clusters Score -1621346 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1622155.875000 Penalty: 4975.551270
	Iteration 9Q: 3 clusters Score -1622156 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1622739.000000 Penalty: 4975.551270
	Iteration 10Q: 3 clusters Score -1622739 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1623267.125000 Penalty: 4975.551270
	Iteration 11Q: 3 clusters Score -1623267 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1623708.375000 Penalty: 4975.551270
	Iteration 12Q: 3 clusters Score -1623708 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1623995.875000 Penalty: 4975.551270
	Iteration 13Q: 3 clusters Score -1623996 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1624182.500000 Penalty: 4975.551270
	Iteration 14Q: 3 clusters Score -1624182 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1624274.125000 Penalty: 4975.551270
	Iteration 15Q: 3 clusters Score -1624274 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1624337.375000 Penalty: 4975.551270
	Iteration 16Q: 3 clusters Score -1624337 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -1624391.000000 Penalty: 4975.551270
	Iteration 17Q: 3 clusters Score -1624391 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1624427.625000 Penalty: 4975.551270
	Iteration 18Q: 3 clusters Score -1624428 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -1624460.875000 Penalty: 4975.551270
	Iteration 19Q: 3 clusters Score -1624461 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -1624496.500000 Penalty: 4975.551270
	Iteration 20F: 3 clusters Score -1624496 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -1624527.625000 Penalty: 4975.551270
	Iteration 21Q: 3 clusters Score -1624528 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -1624579.375000 Penalty: 4975.551270
	Iteration 22Q: 3 clusters Score -1624579 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1624636.375000 Penalty: 4975.551270
	Iteration 23Q: 3 clusters Score -1624636 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -1624693.750000 Penalty: 4975.551270
	Iteration 24Q: 3 clusters Score -1624694 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -1624760.625000 Penalty: 4975.551270
	Iteration 25Q: 3 clusters Score -1624761 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -1624840.250000 Penalty: 4975.551270
	Iteration 26Q: 3 clusters Score -1624840 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -1624953.875000 Penalty: 4975.551270
	Iteration 27Q: 3 clusters Score -1624954 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1625141.250000 Penalty: 4975.551270
	Iteration 28Q: 3 clusters Score -1625141 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -1625414.625000 Penalty: 4975.551270
	Iteration 29Q: 3 clusters Score -1625415 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -1625675.500000 Penalty: 4975.551270
	Iteration 30Q: 3 clusters Score -1625676 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -1625895.375000 Penalty: 4975.551270
	Iteration 31Q: 3 clusters Score -1625895 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -1626018.625000 Penalty: 4975.551270
	Iteration 32Q: 3 clusters Score -1626019 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -1626071.500000 Penalty: 4975.551270
	Iteration 33Q: 3 clusters Score -1626072 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -1626095.625000 Penalty: 4975.551270
	Iteration 34Q: 3 clusters Score -1626096 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -1626118.250000 Penalty: 4975.551270
	Iteration 35Q: 3 clusters Score -1626118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -1626119.375000 Penalty: 4975.551270
	Iteration 36Q: 3 clusters Score -1626119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -1626120.625000 Penalty: 4975.551270
	Iteration 37Q: 3 clusters Score -1626121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -1626127.375000 Penalty: 4975.551270
	Iteration 38Q: 3 clusters Score -1626127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -1626128.125000 Penalty: 4975.551270
	Iteration 39Q: 3 clusters Score -1626128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -1626128.500000 Penalty: 4975.551270
	Iteration 40F: 3 clusters Score -1626128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -1626128.625000 Penalty: 4975.551270
	Iteration 41Q: 3 clusters Score -1626129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -1626128.250000 Penalty: 4975.551270
	Iteration 42Q: 3 clusters Score -1626128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -1626128.250000 Penalty: 4975.551270
	Iteration 43F: 3 clusters Score -1626128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 213109 members 
Mstep: Class 2 contains 23424 members 
Mstep: Class 3 contains 5424 members 
Mstep: Class 4 contains 273356 members 
Mstep: Class 5 contains 61865 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 7 contains 33098 members 
Mstep: Class 8 contains 174569 members 
Mstep: Class 9 contains 12995 members 
Mstep: Class 10 contains 124219 members 
Mstep: Class 11 contains 211896 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 7599 members 
Mstep: Class 15 contains 54766 members 
Mstep: Class 16 contains 27497 members 
Mstep: Class 17 contains 24856 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 4268 members 
Mstep: Class 20 contains 19926 members 
Mstep: Class 21 contains 12049 members 
Mstep: Class 22 contains 11930 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 19033 members 
Mstep: Class 25 contains 5352 members 
Mstep: Class 26 contains 4696 members 
Mstep: Class 27 contains 32656 members 
Mstep: Class 28 contains 9688 members 
Mstep: Class 29 contains 5542 members 
Mstep: Class 30 contains 3380 members 
Mstep: Class 31 contains 18460 members 
Entering Unmasked Estep 
Score: -102173912.000000 Penalty: 108887.906250
Splitting cluster 19 changes total score from -102134352.000000 to -102173912.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (19926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Entering Unmasked Estep 
Score: -1546073.250000 Penalty: 2455.145508
	Iteration 0F: 2 clusters Score -1546073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1532099.000000 Penalty: 4910.291016
	Iteration 0F: 3 clusters Score -1532099 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1536697.750000 Penalty: 4910.291016
	Iteration 1F: 3 clusters Score -1536698 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1537104.500000 Penalty: 4910.291016
	Iteration 2F: 3 clusters Score -1537104 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1537453.625000 Penalty: 4910.291016
	Iteration 3Q: 3 clusters Score -1537454 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1537748.625000 Penalty: 4910.291016
	Iteration 4Q: 3 clusters Score -1537749 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1538072.000000 Penalty: 4910.291016
	Iteration 5Q: 3 clusters Score -1538072 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1538449.125000 Penalty: 4910.291016
	Iteration 6Q: 3 clusters Score -1538449 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1538957.500000 Penalty: 4910.291016
	Iteration 7Q: 3 clusters Score -1538958 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1539580.000000 Penalty: 4910.291016
	Iteration 8F: 3 clusters Score -1539580 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1540370.500000 Penalty: 4910.291016
	Iteration 9F: 3 clusters Score -1540370 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1541306.750000 Penalty: 4910.291016
	Iteration 10F: 3 clusters Score -1541307 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1542162.875000 Penalty: 4910.291016
	Iteration 11Q: 3 clusters Score -1542163 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1542781.000000 Penalty: 4910.291016
	Iteration 12Q: 3 clusters Score -1542781 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1543173.000000 Penalty: 4910.291016
	Iteration 13Q: 3 clusters Score -1543173 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1543438.625000 Penalty: 4910.291016
	Iteration 14Q: 3 clusters Score -1543439 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1543610.875000 Penalty: 4910.291016
	Iteration 15Q: 3 clusters Score -1543611 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1543744.000000 Penalty: 4910.291016
	Iteration 16Q: 3 clusters Score -1543744 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1543834.875000 Penalty: 4910.291016
	Iteration 17Q: 3 clusters Score -1543835 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1543884.875000 Penalty: 4910.291016
	Iteration 18Q: 3 clusters Score -1543885 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1543918.250000 Penalty: 4910.291016
	Iteration 19Q: 3 clusters Score -1543918 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1543948.500000 Penalty: 4910.291016
	Iteration 20F: 3 clusters Score -1543948 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1543978.250000 Penalty: 4910.291016
	Iteration 21Q: 3 clusters Score -1543978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1543997.500000 Penalty: 4910.291016
	Iteration 22Q: 3 clusters Score -1543998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1544015.875000 Penalty: 4910.291016
	Iteration 23Q: 3 clusters Score -1544016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1544029.750000 Penalty: 4910.291016
	Iteration 24Q: 3 clusters Score -1544030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1544051.250000 Penalty: 4910.291016
	Iteration 25Q: 3 clusters Score -1544051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1544060.250000 Penalty: 4910.291016
	Iteration 26Q: 3 clusters Score -1544060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1544068.500000 Penalty: 4910.291016
	Iteration 27Q: 3 clusters Score -1544068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1544069.125000 Penalty: 4910.291016
	Iteration 28Q: 3 clusters Score -1544069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1544072.500000 Penalty: 4910.291016
	Iteration 29Q: 3 clusters Score -1544072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1544076.000000 Penalty: 4910.291016
	Iteration 30Q: 3 clusters Score -1544076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1544079.375000 Penalty: 4910.291016
	Iteration 31Q: 3 clusters Score -1544079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1544079.500000 Penalty: 4910.291016
	Iteration 32Q: 3 clusters Score -1544080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1544081.500000 Penalty: 4910.291016
	Iteration 33Q: 3 clusters Score -1544082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1544081.875000 Penalty: 4910.291016
	Iteration 34Q: 3 clusters Score -1544082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1544086.125000 Penalty: 4910.291016
	Iteration 35Q: 3 clusters Score -1544086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1544087.375000 Penalty: 4910.291016
	Iteration 36Q: 3 clusters Score -1544087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1544088.750000 Penalty: 4910.291016
	Iteration 37Q: 3 clusters Score -1544089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1544089.125000 Penalty: 4910.291016
	Iteration 38Q: 3 clusters Score -1544089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1544089.125000 Penalty: 4910.291016
	Iteration 39F: 3 clusters Score -1544089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Entering Unmasked Estep 
Score: -726099.062500 Penalty: 2330.390869
	Iteration 0F: 2 clusters Score -726099.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -717384.625000 Penalty: 4660.781738
	Iteration 0F: 3 clusters Score -717384.6 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -721871.562500 Penalty: 4660.781738
	Iteration 1F: 3 clusters Score -721871.6 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -723084.062500 Penalty: 4660.781738
	Iteration 2F: 3 clusters Score -723084.1 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -723943.312500 Penalty: 4660.781738
	Iteration 3F: 3 clusters Score -723943.3 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -724639.937500 Penalty: 4660.781738
	Iteration 4F: 3 clusters Score -724639.9 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -725174.000000 Penalty: 4660.781738
	Iteration 5F: 3 clusters Score -725174 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -725577.187500 Penalty: 4660.781738
	Iteration 6Q: 3 clusters Score -725577.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -725955.937500 Penalty: 4660.781738
	Iteration 7Q: 3 clusters Score -725955.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -726360.125000 Penalty: 4660.781738
	Iteration 8Q: 3 clusters Score -726360.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -726787.000000 Penalty: 4660.781738
	Iteration 9Q: 3 clusters Score -726787 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -727041.875000 Penalty: 4660.781738
	Iteration 10Q: 3 clusters Score -727041.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -727180.062500 Penalty: 4660.781738
	Iteration 11Q: 3 clusters Score -727180.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -727296.250000 Penalty: 4660.781738
	Iteration 12Q: 3 clusters Score -727296.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -727411.687500 Penalty: 4660.781738
	Iteration 13Q: 3 clusters Score -727411.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -727533.875000 Penalty: 4660.781738
	Iteration 14Q: 3 clusters Score -727533.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -727694.437500 Penalty: 4660.781738
	Iteration 15Q: 3 clusters Score -727694.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -727843.750000 Penalty: 4660.781738
	Iteration 16Q: 3 clusters Score -727843.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -727986.812500 Penalty: 4660.781738
	Iteration 17Q: 3 clusters Score -727986.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -728087.437500 Penalty: 4660.781738
	Iteration 18Q: 3 clusters Score -728087.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -728160.250000 Penalty: 4660.781738
	Iteration 19Q: 3 clusters Score -728160.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -728214.437500 Penalty: 4660.781738
	Iteration 20F: 3 clusters Score -728214.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -728243.437500 Penalty: 4660.781738
	Iteration 21Q: 3 clusters Score -728243.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -728259.375000 Penalty: 4660.781738
	Iteration 22Q: 3 clusters Score -728259.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -728269.187500 Penalty: 4660.781738
	Iteration 23Q: 3 clusters Score -728269.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -728275.687500 Penalty: 4660.781738
	Iteration 24Q: 3 clusters Score -728275.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -728281.375000 Penalty: 4660.781738
	Iteration 25Q: 3 clusters Score -728281.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -728288.437500 Penalty: 4660.781738
	Iteration 26Q: 3 clusters Score -728288.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -728292.500000 Penalty: 4660.781738
	Iteration 27Q: 3 clusters Score -728292.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -728296.562500 Penalty: 4660.781738
	Iteration 28Q: 3 clusters Score -728296.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -728298.125000 Penalty: 4660.781738
	Iteration 29Q: 3 clusters Score -728298.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -728298.062500 Penalty: 4660.781738
	Iteration 30Q: 3 clusters Score -728298.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -728300.562500 Penalty: 4660.781738
	Iteration 31Q: 3 clusters Score -728300.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -728301.812500 Penalty: 4660.781738
	Iteration 32Q: 3 clusters Score -728301.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -728300.875000 Penalty: 4660.781738
	Iteration 33Q: 3 clusters Score -728300.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -728300.625000 Penalty: 4660.781738
	Iteration 34Q: 3 clusters Score -728300.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -728300.875000 Penalty: 4660.781738
	Iteration 35Q: 3 clusters Score -728300.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -728300.875000 Penalty: 4660.781738
	Iteration 36F: 3 clusters Score -728300.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 213109 members 
Mstep: Class 2 contains 23424 members 
Mstep: Class 3 contains 5424 members 
Mstep: Class 4 contains 273356 members 
Mstep: Class 5 contains 61865 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 7 contains 33098 members 
Mstep: Class 8 contains 174569 members 
Mstep: Class 9 contains 12995 members 
Mstep: Class 10 contains 124219 members 
Mstep: Class 11 contains 211896 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 7599 members 
Mstep: Class 15 contains 54766 members 
Mstep: Class 16 contains 27497 members 
Mstep: Class 17 contains 24856 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 4268 members 
Mstep: Class 20 contains 19926 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 11930 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 19033 members 
Mstep: Class 25 contains 5352 members 
Mstep: Class 26 contains 4696 members 
Mstep: Class 27 contains 32656 members 
Mstep: Class 28 contains 9688 members 
Mstep: Class 29 contains 5542 members 
Mstep: Class 30 contains 3380 members 
Mstep: Class 31 contains 18460 members 
Mstep: Class 32 contains 6362 members 
Entering Unmasked Estep 
Score: -102174776.000000 Penalty: 112400.421875
Splitting cluster 21 changes total score from -102134352.000000 to -102174776.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 22 (11930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Entering Unmasked Estep 
Score: -787698.500000 Penalty: 2327.929199
	Iteration 0F: 2 clusters Score -787698.5 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 5941 members 
Entering Unmasked Estep 
Score: -778885.437500 Penalty: 4655.858398
	Iteration 0F: 3 clusters Score -778885.4 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -781862.750000 Penalty: 4655.858398
	Iteration 1F: 3 clusters Score -781862.8 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -782511.312500 Penalty: 4655.858398
	Iteration 2F: 3 clusters Score -782511.3 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -783139.812500 Penalty: 4655.858398
	Iteration 3F: 3 clusters Score -783139.8 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -783757.000000 Penalty: 4655.858398
	Iteration 4F: 3 clusters Score -783757 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -784259.687500 Penalty: 4655.858398
	Iteration 5F: 3 clusters Score -784259.7 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -784658.187500 Penalty: 4655.858398
	Iteration 6F: 3 clusters Score -784658.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -785017.312500 Penalty: 4655.858398
	Iteration 7Q: 3 clusters Score -785017.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -785344.562500 Penalty: 4655.858398
	Iteration 8Q: 3 clusters Score -785344.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -785645.312500 Penalty: 4655.858398
	Iteration 9Q: 3 clusters Score -785645.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -785907.937500 Penalty: 4655.858398
	Iteration 10Q: 3 clusters Score -785907.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -786136.437500 Penalty: 4655.858398
	Iteration 11Q: 3 clusters Score -786136.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -786327.250000 Penalty: 4655.858398
	Iteration 12Q: 3 clusters Score -786327.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -786507.687500 Penalty: 4655.858398
	Iteration 13Q: 3 clusters Score -786507.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -786659.750000 Penalty: 4655.858398
	Iteration 14Q: 3 clusters Score -786659.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -786774.375000 Penalty: 4655.858398
	Iteration 15Q: 3 clusters Score -786774.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -786877.625000 Penalty: 4655.858398
	Iteration 16Q: 3 clusters Score -786877.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -786966.000000 Penalty: 4655.858398
	Iteration 17Q: 3 clusters Score -786966 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -787039.375000 Penalty: 4655.858398
	Iteration 18Q: 3 clusters Score -787039.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -787093.687500 Penalty: 4655.858398
	Iteration 19Q: 3 clusters Score -787093.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -787147.750000 Penalty: 4655.858398
	Iteration 20F: 3 clusters Score -787147.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -787189.812500 Penalty: 4655.858398
	Iteration 21Q: 3 clusters Score -787189.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -787222.625000 Penalty: 4655.858398
	Iteration 22Q: 3 clusters Score -787222.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -787243.000000 Penalty: 4655.858398
	Iteration 23Q: 3 clusters Score -787243 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -787257.437500 Penalty: 4655.858398
	Iteration 24Q: 3 clusters Score -787257.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -787271.625000 Penalty: 4655.858398
	Iteration 25Q: 3 clusters Score -787271.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -787280.500000 Penalty: 4655.858398
	Iteration 26Q: 3 clusters Score -787280.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -787289.937500 Penalty: 4655.858398
	Iteration 27Q: 3 clusters Score -787289.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -787298.937500 Penalty: 4655.858398
	Iteration 28Q: 3 clusters Score -787298.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -787307.250000 Penalty: 4655.858398
	Iteration 29Q: 3 clusters Score -787307.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -787316.562500 Penalty: 4655.858398
	Iteration 30Q: 3 clusters Score -787316.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -787324.687500 Penalty: 4655.858398
	Iteration 31Q: 3 clusters Score -787324.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -787332.062500 Penalty: 4655.858398
	Iteration 32Q: 3 clusters Score -787332.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -787337.125000 Penalty: 4655.858398
	Iteration 33Q: 3 clusters Score -787337.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -787337.812500 Penalty: 4655.858398
	Iteration 34Q: 3 clusters Score -787337.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -787337.812500 Penalty: 4655.858398
	Iteration 35F: 3 clusters Score -787337.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 213109 members 
Mstep: Class 2 contains 23424 members 
Mstep: Class 4 contains 273356 members 
Mstep: Class 5 contains 61865 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 7 contains 33098 members 
Mstep: Class 8 contains 174569 members 
Mstep: Class 9 contains 12995 members 
Mstep: Class 10 contains 124219 members 
Mstep: Class 11 contains 211896 members 
Mstep: Class 12 contains 1061 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 7599 members 
Mstep: Class 15 contains 54766 members 
Mstep: Class 16 contains 27497 members 
Mstep: Class 17 contains 24856 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 4268 members 
Mstep: Class 20 contains 19926 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 11930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102183400.000000 Penalty: 112400.421875
Iteration 39Q: 33 clusters Score -1.021834e+08 nChanged 16995
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 214688 members 
Mstep: Class 2 contains 23263 members 
Mstep: Class 3 contains 5463 members 
Mstep: Class 4 contains 271450 members 
Mstep: Class 5 contains 62828 members 
Mstep: Class 6 contains 3252 members 
Mstep: Class 7 contains 33724 members 
Mstep: Class 8 contains 175108 members 
Mstep: Class 9 contains 12612 members 
Mstep: Class 10 contains 124559 members 
Mstep: Class 11 contains 211728 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 2158 members 
Mstep: Class 14 contains 8072 members 
Mstep: Class 15 contains 55739 members 
Mstep: Class 16 contains 26991 members 
Mstep: Class 17 contains 25391 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 4538 members 
Mstep: Class 20 contains 19006 members 
Mstep: Class 21 contains 5862 members 
Mstep: Class 22 contains 12555 members 
Mstep: Class 23 contains 11954 members 
Mstep: Class 24 contains 18364 members 
Mstep: Class 25 contains 4836 members 
Mstep: Class 26 contains 4643 members 
Mstep: Class 27 contains 31969 members 
Mstep: Class 28 contains 9565 members 
Mstep: Class 29 contains 5647 members 
Mstep: Class 30 contains 3193 members 
Mstep: Class 31 contains 17914 members 
Mstep: Class 32 contains 5508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102194344.000000 Penalty: 112400.421875
Iteration 40F: 33 clusters Score -1.021943e+08 nChanged 16217
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 215915 members 
Mstep: Class 2 contains 23080 members 
Mstep: Class 3 contains 5523 members 
Mstep: Class 4 contains 268918 members 
Mstep: Class 5 contains 63765 members 
Mstep: Class 6 contains 3437 members 
Mstep: Class 7 contains 34167 members 
Mstep: Class 8 contains 174294 members 
Mstep: Class 9 contains 12233 members 
Mstep: Class 10 contains 124291 members 
Mstep: Class 11 contains 211068 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 2242 members 
Mstep: Class 14 contains 8071 members 
Mstep: Class 15 contains 54788 members 
Mstep: Class 16 contains 26362 members 
Mstep: Class 17 contains 25557 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 4653 members 
Mstep: Class 20 contains 18061 members 
Mstep: Class 21 contains 5666 members 
Mstep: Class 22 contains 13255 members 
Mstep: Class 23 contains 13147 members 
Mstep: Class 24 contains 18981 members 
Mstep: Class 25 contains 4703 members 
Mstep: Class 26 contains 4657 members 
Mstep: Class 27 contains 32513 members 
Mstep: Class 28 contains 10109 members 
Mstep: Class 29 contains 5699 members 
Mstep: Class 30 contains 3302 members 
Mstep: Class 31 contains 18379 members 
Mstep: Class 32 contains 5681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102198272.000000 Penalty: 112400.421875
Iteration 41Q: 33 clusters Score -1.021983e+08 nChanged 10896
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 217065 members 
Mstep: Class 2 contains 22902 members 
Mstep: Class 3 contains 5575 members 
Mstep: Class 4 contains 266960 members 
Mstep: Class 5 contains 64777 members 
Mstep: Class 6 contains 3599 members 
Mstep: Class 7 contains 34661 members 
Mstep: Class 8 contains 173728 members 
Mstep: Class 9 contains 11911 members 
Mstep: Class 10 contains 124150 members 
Mstep: Class 11 contains 210481 members 
Mstep: Class 12 contains 1353 members 
Mstep: Class 13 contains 2332 members 
Mstep: Class 14 contains 8133 members 
Mstep: Class 15 contains 54283 members 
Mstep: Class 16 contains 25693 members 
Mstep: Class 17 contains 25674 members 
Mstep: Class 18 contains 2209 members 
Mstep: Class 19 contains 4784 members 
Mstep: Class 20 contains 17098 members 
Mstep: Class 21 contains 5612 members 
Mstep: Class 22 contains 13920 members 
Mstep: Class 23 contains 14135 members 
Mstep: Class 24 contains 19187 members 
Mstep: Class 25 contains 4557 members 
Mstep: Class 26 contains 4676 members 
Mstep: Class 27 contains 32800 members 
Mstep: Class 28 contains 10376 members 
Mstep: Class 29 contains 5741 members 
Mstep: Class 30 contains 3368 members 
Mstep: Class 31 contains 18609 members 
Mstep: Class 32 contains 5656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102201000.000000 Penalty: 112400.421875
Iteration 42Q: 33 clusters Score -1.02201e+08 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 218253 members 
Mstep: Class 2 contains 22763 members 
Mstep: Class 3 contains 5602 members 
Mstep: Class 4 contains 265245 members 
Mstep: Class 5 contains 65792 members 
Mstep: Class 6 contains 3762 members 
Mstep: Class 7 contains 35098 members 
Mstep: Class 8 contains 173239 members 
Mstep: Class 9 contains 11596 members 
Mstep: Class 10 contains 124060 members 
Mstep: Class 11 contains 209956 members 
Mstep: Class 12 contains 1418 members 
Mstep: Class 13 contains 2445 members 
Mstep: Class 14 contains 8149 members 
Mstep: Class 15 contains 53887 members 
Mstep: Class 16 contains 24964 members 
Mstep: Class 17 contains 25767 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 4917 members 
Mstep: Class 20 contains 16203 members 
Mstep: Class 21 contains 5590 members 
Mstep: Class 22 contains 14523 members 
Mstep: Class 23 contains 15063 members 
Mstep: Class 24 contains 19280 members 
Mstep: Class 25 contains 4461 members 
Mstep: Class 26 contains 4706 members 
Mstep: Class 27 contains 32931 members 
Mstep: Class 28 contains 10588 members 
Mstep: Class 29 contains 5767 members 
Mstep: Class 30 contains 3433 members 
Mstep: Class 31 contains 18733 members 
Mstep: Class 32 contains 5609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102203784.000000 Penalty: 112400.421875
Iteration 43Q: 33 clusters Score -1.022038e+08 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 219453 members 
Mstep: Class 2 contains 22668 members 
Mstep: Class 3 contains 5618 members 
Mstep: Class 4 contains 263828 members 
Mstep: Class 5 contains 66820 members 
Mstep: Class 6 contains 3908 members 
Mstep: Class 7 contains 35412 members 
Mstep: Class 8 contains 172763 members 
Mstep: Class 9 contains 11311 members 
Mstep: Class 10 contains 124006 members 
Mstep: Class 11 contains 209559 members 
Mstep: Class 12 contains 1491 members 
Mstep: Class 13 contains 2539 members 
Mstep: Class 14 contains 8152 members 
Mstep: Class 15 contains 53613 members 
Mstep: Class 16 contains 24208 members 
Mstep: Class 17 contains 25835 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 5028 members 
Mstep: Class 20 contains 15307 members 
Mstep: Class 21 contains 5580 members 
Mstep: Class 22 contains 15011 members 
Mstep: Class 23 contains 15888 members 
Mstep: Class 24 contains 19311 members 
Mstep: Class 25 contains 4355 members 
Mstep: Class 26 contains 4728 members 
Mstep: Class 27 contains 32978 members 
Mstep: Class 28 contains 10779 members 
Mstep: Class 29 contains 5787 members 
Mstep: Class 30 contains 3498 members 
Mstep: Class 31 contains 18842 members 
Mstep: Class 32 contains 5524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102205576.000000 Penalty: 112400.421875
Iteration 44Q: 33 clusters Score -1.022056e+08 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 220648 members 
Mstep: Class 2 contains 22563 members 
Mstep: Class 3 contains 5621 members 
Mstep: Class 4 contains 262543 members 
Mstep: Class 5 contains 67856 members 
Mstep: Class 6 contains 4037 members 
Mstep: Class 7 contains 35678 members 
Mstep: Class 8 contains 172297 members 
Mstep: Class 9 contains 11122 members 
Mstep: Class 10 contains 123962 members 
Mstep: Class 11 contains 209239 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 2637 members 
Mstep: Class 14 contains 8133 members 
Mstep: Class 15 contains 53373 members 
Mstep: Class 16 contains 23425 members 
Mstep: Class 17 contains 25875 members 
Mstep: Class 18 contains 2206 members 
Mstep: Class 19 contains 5056 members 
Mstep: Class 20 contains 14451 members 
Mstep: Class 21 contains 5550 members 
Mstep: Class 22 contains 15407 members 
Mstep: Class 23 contains 16716 members 
Mstep: Class 24 contains 19305 members 
Mstep: Class 25 contains 4279 members 
Mstep: Class 26 contains 4753 members 
Mstep: Class 27 contains 33000 members 
Mstep: Class 28 contains 10952 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 3584 members 
Mstep: Class 31 contains 18942 members 
Mstep: Class 32 contains 5442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102207464.000000 Penalty: 112400.421875
Iteration 45Q: 33 clusters Score -1.022075e+08 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 221807 members 
Mstep: Class 2 contains 22481 members 
Mstep: Class 3 contains 5631 members 
Mstep: Class 4 contains 261333 members 
Mstep: Class 5 contains 68916 members 
Mstep: Class 6 contains 4133 members 
Mstep: Class 7 contains 35896 members 
Mstep: Class 8 contains 171863 members 
Mstep: Class 9 contains 10994 members 
Mstep: Class 10 contains 123941 members 
Mstep: Class 11 contains 208985 members 
Mstep: Class 12 contains 1615 members 
Mstep: Class 13 contains 2716 members 
Mstep: Class 14 contains 8092 members 
Mstep: Class 15 contains 53132 members 
Mstep: Class 16 contains 22644 members 
Mstep: Class 17 contains 25909 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 5065 members 
Mstep: Class 20 contains 13645 members 
Mstep: Class 21 contains 5521 members 
Mstep: Class 22 contains 15745 members 
Mstep: Class 23 contains 17556 members 
Mstep: Class 24 contains 19242 members 
Mstep: Class 25 contains 4211 members 
Mstep: Class 26 contains 4766 members 
Mstep: Class 27 contains 32991 members 
Mstep: Class 28 contains 11128 members 
Mstep: Class 29 contains 5818 members 
Mstep: Class 30 contains 3666 members 
Mstep: Class 31 contains 18986 members 
Mstep: Class 32 contains 5373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102209056.000000 Penalty: 112400.421875
Iteration 46Q: 33 clusters Score -1.022091e+08 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 222947 members 
Mstep: Class 2 contains 22418 members 
Mstep: Class 3 contains 5644 members 
Mstep: Class 4 contains 260108 members 
Mstep: Class 5 contains 69962 members 
Mstep: Class 6 contains 4206 members 
Mstep: Class 7 contains 36077 members 
Mstep: Class 8 contains 171475 members 
Mstep: Class 9 contains 10872 members 
Mstep: Class 10 contains 123934 members 
Mstep: Class 11 contains 208779 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 2789 members 
Mstep: Class 14 contains 8047 members 
Mstep: Class 15 contains 52893 members 
Mstep: Class 16 contains 21867 members 
Mstep: Class 17 contains 25933 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 12897 members 
Mstep: Class 21 contains 5484 members 
Mstep: Class 22 contains 16018 members 
Mstep: Class 23 contains 18399 members 
Mstep: Class 24 contains 19179 members 
Mstep: Class 25 contains 4146 members 
Mstep: Class 26 contains 4784 members 
Mstep: Class 27 contains 32981 members 
Mstep: Class 28 contains 11301 members 
Mstep: Class 29 contains 5830 members 
Mstep: Class 30 contains 3721 members 
Mstep: Class 31 contains 19029 members 
Mstep: Class 32 contains 5319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102210408.000000 Penalty: 112400.421875
Iteration 47Q: 33 clusters Score -1.022104e+08 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 224004 members 
Mstep: Class 2 contains 22358 members 
Mstep: Class 3 contains 5654 members 
Mstep: Class 4 contains 258888 members 
Mstep: Class 5 contains 70986 members 
Mstep: Class 6 contains 4256 members 
Mstep: Class 7 contains 36229 members 
Mstep: Class 8 contains 171138 members 
Mstep: Class 9 contains 10761 members 
Mstep: Class 10 contains 123938 members 
Mstep: Class 11 contains 208595 members 
Mstep: Class 12 contains 1767 members 
Mstep: Class 13 contains 2860 members 
Mstep: Class 14 contains 7986 members 
Mstep: Class 15 contains 52662 members 
Mstep: Class 16 contains 21109 members 
Mstep: Class 17 contains 25958 members 
Mstep: Class 18 contains 2204 members 
Mstep: Class 19 contains 5058 members 
Mstep: Class 20 contains 12191 members 
Mstep: Class 21 contains 5460 members 
Mstep: Class 22 contains 16257 members 
Mstep: Class 23 contains 19268 members 
Mstep: Class 24 contains 19090 members 
Mstep: Class 25 contains 4106 members 
Mstep: Class 26 contains 4801 members 
Mstep: Class 27 contains 32943 members 
Mstep: Class 28 contains 11516 members 
Mstep: Class 29 contains 5833 members 
Mstep: Class 30 contains 3756 members 
Mstep: Class 31 contains 19057 members 
Mstep: Class 32 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102211512.000000 Penalty: 112400.421875
Iteration 48Q: 33 clusters Score -1.022115e+08 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 225024 members 
Mstep: Class 2 contains 22302 members 
Mstep: Class 3 contains 5660 members 
Mstep: Class 4 contains 257768 members 
Mstep: Class 5 contains 72003 members 
Mstep: Class 6 contains 4295 members 
Mstep: Class 7 contains 36335 members 
Mstep: Class 8 contains 170814 members 
Mstep: Class 9 contains 10678 members 
Mstep: Class 10 contains 123982 members 
Mstep: Class 11 contains 208444 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 2927 members 
Mstep: Class 14 contains 7943 members 
Mstep: Class 15 contains 52455 members 
Mstep: Class 16 contains 20346 members 
Mstep: Class 17 contains 25988 members 
Mstep: Class 18 contains 2204 members 
Mstep: Class 19 contains 5056 members 
Mstep: Class 20 contains 11514 members 
Mstep: Class 21 contains 5417 members 
Mstep: Class 22 contains 16447 members 
Mstep: Class 23 contains 20053 members 
Mstep: Class 24 contains 18986 members 
Mstep: Class 25 contains 4086 members 
Mstep: Class 26 contains 4813 members 
Mstep: Class 27 contains 32902 members 
Mstep: Class 28 contains 11740 members 
Mstep: Class 29 contains 5836 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 19080 members 
Mstep: Class 32 contains 5313 members 
Entering Unmasked Estep 
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Score: -102212000.000000 Penalty: 112400.421875
Iteration 49Q: 33 clusters Score -1.02212e+08 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 226026 members 
Mstep: Class 2 contains 22231 members 
Mstep: Class 3 contains 5662 members 
Mstep: Class 4 contains 256785 members 
Mstep: Class 5 contains 72999 members 
Mstep: Class 6 contains 4321 members 
Mstep: Class 7 contains 36405 members 
Mstep: Class 8 contains 170548 members 
Mstep: Class 9 contains 10610 members 
Mstep: Class 10 contains 124011 members 
Mstep: Class 11 contains 208326 members 
Mstep: Class 12 contains 1842 members 
Mstep: Class 13 contains 2984 members 
Mstep: Class 14 contains 7910 members 
Mstep: Class 15 contains 52275 members 
Mstep: Class 16 contains 19570 members 
Mstep: Class 17 contains 26021 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 5053 members 
Mstep: Class 20 contains 10847 members 
Mstep: Class 21 contains 5369 members 
Mstep: Class 22 contains 16602 members 
Mstep: Class 23 contains 20782 members 
Mstep: Class 24 contains 18868 members 
Mstep: Class 25 contains 4072 members 
Mstep: Class 26 contains 4817 members 
Mstep: Class 27 contains 32837 members 
Mstep: Class 28 contains 11973 members 
Mstep: Class 29 contains 5841 members 
Mstep: Class 30 contains 3804 members 
Mstep: Class 31 contains 19085 members 
Mstep: Class 32 contains 5325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102213272.000000 Penalty: 112400.421875
Iteration 50Q: 33 clusters Score -1.022133e+08 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 227007 members 
Mstep: Class 2 contains 22155 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 255870 members 
Mstep: Class 5 contains 74013 members 
Mstep: Class 6 contains 4349 members 
Mstep: Class 7 contains 36443 members 
Mstep: Class 8 contains 170342 members 
Mstep: Class 9 contains 10559 members 
Mstep: Class 10 contains 124044 members 
Mstep: Class 11 contains 208228 members 
Mstep: Class 12 contains 1864 members 
Mstep: Class 13 contains 3044 members 
Mstep: Class 14 contains 7881 members 
Mstep: Class 15 contains 52059 members 
Mstep: Class 16 contains 18734 members 
Mstep: Class 17 contains 26037 members 
Mstep: Class 18 contains 2206 members 
Mstep: Class 19 contains 5051 members 
Mstep: Class 20 contains 10200 members 
Mstep: Class 21 contains 5319 members 
Mstep: Class 22 contains 16736 members 
Mstep: Class 23 contains 21476 members 
Mstep: Class 24 contains 18762 members 
Mstep: Class 25 contains 4052 members 
Mstep: Class 26 contains 4824 members 
Mstep: Class 27 contains 32768 members 
Mstep: Class 28 contains 12203 members 
Mstep: Class 29 contains 5844 members 
Mstep: Class 30 contains 3816 members 
Mstep: Class 31 contains 19100 members 
Mstep: Class 32 contains 5342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102213704.000000 Penalty: 112400.421875
Iteration 51Q: 33 clusters Score -1.022137e+08 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 228005 members 
Mstep: Class 2 contains 22104 members 
Mstep: Class 3 contains 5679 members 
Mstep: Class 4 contains 254932 members 
Mstep: Class 5 contains 75017 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 7 contains 36514 members 
Mstep: Class 8 contains 170188 members 
Mstep: Class 9 contains 10519 members 
Mstep: Class 10 contains 124085 members 
Mstep: Class 11 contains 208138 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 3099 members 
Mstep: Class 14 contains 7874 members 
Mstep: Class 15 contains 51849 members 
Mstep: Class 16 contains 17870 members 
Mstep: Class 17 contains 26044 members 
Mstep: Class 18 contains 2206 members 
Mstep: Class 19 contains 5044 members 
Mstep: Class 20 contains 9607 members 
Mstep: Class 21 contains 5262 members 
Mstep: Class 22 contains 16851 members 
Mstep: Class 23 contains 22104 members 
Mstep: Class 24 contains 18628 members 
Mstep: Class 25 contains 4035 members 
Mstep: Class 26 contains 4826 members 
Mstep: Class 27 contains 32682 members 
Mstep: Class 28 contains 12446 members 
Mstep: Class 29 contains 5844 members 
Mstep: Class 30 contains 3828 members 
Mstep: Class 31 contains 19109 members 
Mstep: Class 32 contains 5351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214080.000000 Penalty: 112400.421875
Iteration 52Q: 33 clusters Score -1.022141e+08 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 229001 members 
Mstep: Class 2 contains 22045 members 
Mstep: Class 3 contains 5691 members 
Mstep: Class 4 contains 253991 members 
Mstep: Class 5 contains 75951 members 
Mstep: Class 6 contains 4413 members 
Mstep: Class 7 contains 36584 members 
Mstep: Class 8 contains 170059 members 
Mstep: Class 9 contains 10494 members 
Mstep: Class 10 contains 124139 members 
Mstep: Class 11 contains 208073 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 3144 members 
Mstep: Class 14 contains 7886 members 
Mstep: Class 15 contains 51634 members 
Mstep: Class 16 contains 17037 members 
Mstep: Class 17 contains 26048 members 
Mstep: Class 18 contains 2206 members 
Mstep: Class 19 contains 5042 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 5184 members 
Mstep: Class 22 contains 16944 members 
Mstep: Class 23 contains 22671 members 
Mstep: Class 24 contains 18501 members 
Mstep: Class 25 contains 4020 members 
Mstep: Class 26 contains 4830 members 
Mstep: Class 27 contains 32613 members 
Mstep: Class 28 contains 12684 members 
Mstep: Class 29 contains 5844 members 
Mstep: Class 30 contains 3833 members 
Mstep: Class 31 contains 19106 members 
Mstep: Class 32 contains 5374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102214840.000000 Penalty: 112400.421875
Iteration 53Q: 33 clusters Score -1.022148e+08 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 230101 members 
Mstep: Class 2 contains 21988 members 
Mstep: Class 3 contains 5700 members 
Mstep: Class 4 contains 253099 members 
Mstep: Class 5 contains 76823 members 
Mstep: Class 6 contains 4447 members 
Mstep: Class 7 contains 36633 members 
Mstep: Class 8 contains 169895 members 
Mstep: Class 9 contains 10458 members 
Mstep: Class 10 contains 124162 members 
Mstep: Class 11 contains 208020 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 3189 members 
Mstep: Class 14 contains 7900 members 
Mstep: Class 15 contains 51472 members 
Mstep: Class 16 contains 16168 members 
Mstep: Class 17 contains 26045 members 
Mstep: Class 18 contains 2206 members 
Mstep: Class 19 contains 5038 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 5113 members 
Mstep: Class 22 contains 17018 members 
Mstep: Class 23 contains 23178 members 
Mstep: Class 24 contains 18390 members 
Mstep: Class 25 contains 4001 members 
Mstep: Class 26 contains 4832 members 
Mstep: Class 27 contains 32548 members 
Mstep: Class 28 contains 12895 members 
Mstep: Class 29 contains 5844 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 19106 members 
Mstep: Class 32 contains 5401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215216.000000 Penalty: 112400.421875
Iteration 54Q: 33 clusters Score -1.022152e+08 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 231249 members 
Mstep: Class 2 contains 21959 members 
Mstep: Class 3 contains 5716 members 
Mstep: Class 4 contains 252240 members 
Mstep: Class 5 contains 77619 members 
Mstep: Class 6 contains 4457 members 
Mstep: Class 7 contains 36667 members 
Mstep: Class 8 contains 169760 members 
Mstep: Class 9 contains 10430 members 
Mstep: Class 10 contains 124157 members 
Mstep: Class 11 contains 207976 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 3230 members 
Mstep: Class 14 contains 7882 members 
Mstep: Class 15 contains 51304 members 
Mstep: Class 16 contains 15310 members 
Mstep: Class 17 contains 26030 members 
Mstep: Class 18 contains 2206 members 
Mstep: Class 19 contains 5037 members 
Mstep: Class 20 contains 8148 members 
Mstep: Class 21 contains 5027 members 
Mstep: Class 22 contains 17073 members 
Mstep: Class 23 contains 23657 members 
Mstep: Class 24 contains 18273 members 
Mstep: Class 25 contains 3998 members 
Mstep: Class 26 contains 4832 members 
Mstep: Class 27 contains 32476 members 
Mstep: Class 28 contains 13122 members 
Mstep: Class 29 contains 5844 members 
Mstep: Class 30 contains 3856 members 
Mstep: Class 31 contains 19108 members 
Mstep: Class 32 contains 5454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102215256.000000 Penalty: 112400.421875
Iteration 55Q: 33 clusters Score -1.022153e+08 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 232397 members 
Mstep: Class 2 contains 21943 members 
Mstep: Class 3 contains 5722 members 
Mstep: Class 4 contains 251392 members 
Mstep: Class 5 contains 78397 members 
Mstep: Class 6 contains 4458 members 
Mstep: Class 7 contains 36682 members 
Mstep: Class 8 contains 169646 members 
Mstep: Class 9 contains 10419 members 
Mstep: Class 10 contains 124156 members 
Mstep: Class 11 contains 207941 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 3271 members 
Mstep: Class 14 contains 7835 members 
Mstep: Class 15 contains 51133 members 
Mstep: Class 16 contains 14410 members 
Mstep: Class 17 contains 26020 members 
Mstep: Class 18 contains 2207 members 
Mstep: Class 19 contains 5037 members 
Mstep: Class 20 contains 7725 members 
Mstep: Class 21 contains 4963 members 
Mstep: Class 22 contains 17125 members 
Mstep: Class 23 contains 24141 members 
Mstep: Class 24 contains 18172 members 
Mstep: Class 25 contains 3993 members 
Mstep: Class 26 contains 4834 members 
Mstep: Class 27 contains 32402 members 
Mstep: Class 28 contains 13365 members 
Mstep: Class 29 contains 5844 members 
Mstep: Class 30 contains 3860 members 
Mstep: Class 31 contains 19117 members 
Mstep: Class 32 contains 5491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216032.000000 Penalty: 112400.421875
Iteration 56Q: 33 clusters Score -1.02216e+08 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 233483 members 
Mstep: Class 2 contains 21914 members 
Mstep: Class 3 contains 5732 members 
Mstep: Class 4 contains 250568 members 
Mstep: Class 5 contains 79149 members 
Mstep: Class 6 contains 4468 members 
Mstep: Class 7 contains 36697 members 
Mstep: Class 8 contains 169567 members 
Mstep: Class 9 contains 10412 members 
Mstep: Class 10 contains 124115 members 
Mstep: Class 11 contains 207919 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 3319 members 
Mstep: Class 14 contains 7755 members 
Mstep: Class 15 contains 50979 members 
Mstep: Class 16 contains 13545 members 
Mstep: Class 17 contains 26011 members 
Mstep: Class 18 contains 2207 members 
Mstep: Class 19 contains 5038 members 
Mstep: Class 20 contains 7320 members 
Mstep: Class 21 contains 4918 members 
Mstep: Class 22 contains 17168 members 
Mstep: Class 23 contains 24600 members 
Mstep: Class 24 contains 18095 members 
Mstep: Class 25 contains 3990 members 
Mstep: Class 26 contains 4834 members 
Mstep: Class 27 contains 32328 members 
Mstep: Class 28 contains 13580 members 
Mstep: Class 29 contains 5844 members 
Mstep: Class 30 contains 3865 members 
Mstep: Class 31 contains 19135 members 
Mstep: Class 32 contains 5543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216376.000000 Penalty: 112400.421875
Iteration 57Q: 33 clusters Score -1.022164e+08 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 234635 members 
Mstep: Class 2 contains 21891 members 
Mstep: Class 3 contains 5740 members 
Mstep: Class 4 contains 249739 members 
Mstep: Class 5 contains 79854 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 36694 members 
Mstep: Class 8 contains 169492 members 
Mstep: Class 9 contains 10408 members 
Mstep: Class 10 contains 124095 members 
Mstep: Class 11 contains 207901 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 3366 members 
Mstep: Class 14 contains 7672 members 
Mstep: Class 15 contains 50781 members 
Mstep: Class 16 contains 12671 members 
Mstep: Class 17 contains 25998 members 
Mstep: Class 18 contains 2207 members 
Mstep: Class 19 contains 5038 members 
Mstep: Class 20 contains 6942 members 
Mstep: Class 21 contains 4888 members 
Mstep: Class 22 contains 17205 members 
Mstep: Class 23 contains 25069 members 
Mstep: Class 24 contains 18028 members 
Mstep: Class 25 contains 3988 members 
Mstep: Class 26 contains 4834 members 
Mstep: Class 27 contains 32236 members 
Mstep: Class 28 contains 13767 members 
Mstep: Class 29 contains 5844 members 
Mstep: Class 30 contains 3868 members 
Mstep: Class 31 contains 19150 members 
Mstep: Class 32 contains 5618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216712.000000 Penalty: 112400.421875
Iteration 58Q: 33 clusters Score -1.022167e+08 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 235778 members 
Mstep: Class 2 contains 21870 members 
Mstep: Class 3 contains 5741 members 
Mstep: Class 4 contains 248893 members 
Mstep: Class 5 contains 80473 members 
Mstep: Class 6 contains 4487 members 
Mstep: Class 7 contains 36732 members 
Mstep: Class 8 contains 169446 members 
Mstep: Class 9 contains 10403 members 
Mstep: Class 10 contains 124057 members 
Mstep: Class 11 contains 207869 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 3402 members 
Mstep: Class 14 contains 7591 members 
Mstep: Class 15 contains 50608 members 
Mstep: Class 16 contains 11797 members 
Mstep: Class 17 contains 25992 members 
Mstep: Class 18 contains 2207 members 
Mstep: Class 19 contains 5038 members 
Mstep: Class 20 contains 6637 members 
Mstep: Class 21 contains 4861 members 
Mstep: Class 22 contains 17252 members 
Mstep: Class 23 contains 25528 members 
Mstep: Class 24 contains 17966 members 
Mstep: Class 25 contains 3988 members 
Mstep: Class 26 contains 4834 members 
Mstep: Class 27 contains 32169 members 
Mstep: Class 28 contains 13951 members 
Mstep: Class 29 contains 5845 members 
Mstep: Class 30 contains 3874 members 
Mstep: Class 31 contains 19155 members 
Mstep: Class 32 contains 5654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217072.000000 Penalty: 112400.421875
Iteration 59Q: 33 clusters Score -1.022171e+08 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 236921 members 
Mstep: Class 2 contains 21858 members 
Mstep: Class 3 contains 5736 members 
Mstep: Class 4 contains 248048 members 
Mstep: Class 5 contains 81064 members 
Mstep: Class 6 contains 4488 members 
Mstep: Class 7 contains 36751 members 
Mstep: Class 8 contains 169388 members 
Mstep: Class 9 contains 10405 members 
Mstep: Class 10 contains 124040 members 
Mstep: Class 11 contains 207835 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 3436 members 
Mstep: Class 14 contains 7514 members 
Mstep: Class 15 contains 50432 members 
Mstep: Class 16 contains 10951 members 
Mstep: Class 17 contains 25982 members 
Mstep: Class 18 contains 2207 members 
Mstep: Class 19 contains 5037 members 
Mstep: Class 20 contains 6345 members 
Mstep: Class 21 contains 4845 members 
Mstep: Class 22 contains 17304 members 
Mstep: Class 23 contains 25978 members 
Mstep: Class 24 contains 17927 members 
Mstep: Class 25 contains 3987 members 
Mstep: Class 26 contains 4834 members 
Mstep: Class 27 contains 32115 members 
Mstep: Class 28 contains 14114 members 
Mstep: Class 29 contains 5845 members 
Mstep: Class 30 contains 3875 members 
Mstep: Class 31 contains 19165 members 
Mstep: Class 32 contains 5671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102218704.000000 Penalty: 112400.421875
Iteration 60F: 33 clusters Score -1.022187e+08 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 238001 members 
Mstep: Class 2 contains 21811 members 
Mstep: Class 3 contains 5726 members 
Mstep: Class 4 contains 247131 members 
Mstep: Class 5 contains 81639 members 
Mstep: Class 6 contains 4519 members 
Mstep: Class 7 contains 36728 members 
Mstep: Class 8 contains 169353 members 
Mstep: Class 9 contains 10115 members 
Mstep: Class 10 contains 124002 members 
Mstep: Class 11 contains 207809 members 
Mstep: Class 12 contains 2168 members 
Mstep: Class 13 contains 3486 members 
Mstep: Class 14 contains 7570 members 
Mstep: Class 15 contains 50242 members 
Mstep: Class 16 contains 10170 members 
Mstep: Class 17 contains 25979 members 
Mstep: Class 18 contains 2207 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 6066 members 
Mstep: Class 21 contains 4802 members 
Mstep: Class 22 contains 17314 members 
Mstep: Class 23 contains 26531 members 
Mstep: Class 24 contains 17879 members 
Mstep: Class 25 contains 3861 members 
Mstep: Class 26 contains 4834 members 
Mstep: Class 27 contains 32058 members 
Mstep: Class 28 contains 14272 members 
Mstep: Class 29 contains 5845 members 
Mstep: Class 30 contains 3949 members 
Mstep: Class 31 contains 19174 members 
Mstep: Class 32 contains 5701 members 
Entering Unmasked Estep 
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Iteration 61Q: 33 clusters Score -1.022199e+08 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 239045 members 
Mstep: Class 2 contains 21794 members 
Mstep: Class 3 contains 5719 members 
Mstep: Class 4 contains 246182 members 
Mstep: Class 5 contains 82154 members 
Mstep: Class 6 contains 4547 members 
Mstep: Class 7 contains 36718 members 
Mstep: Class 8 contains 169339 members 
Mstep: Class 9 contains 9753 members 
Mstep: Class 10 contains 123944 members 
Mstep: Class 11 contains 207779 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 3543 members 
Mstep: Class 14 contains 7637 members 
Mstep: Class 15 contains 50067 members 
Mstep: Class 16 contains 9410 members 
Mstep: Class 17 contains 25978 members 
Mstep: Class 18 contains 2209 members 
Mstep: Class 19 contains 5072 members 
Mstep: Class 20 contains 5805 members 
Mstep: Class 21 contains 4766 members 
Mstep: Class 22 contains 17335 members 
Mstep: Class 23 contains 27112 members 
Mstep: Class 24 contains 17845 members 
Mstep: Class 25 contains 3764 members 
Mstep: Class 26 contains 4845 members 
Mstep: Class 27 contains 31982 members 
Mstep: Class 28 contains 14426 members 
Mstep: Class 29 contains 5847 members 
Mstep: Class 30 contains 4016 members 
Mstep: Class 31 contains 19180 members 
Mstep: Class 32 contains 5708 members 
Entering Unmasked Estep 
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Iteration 62Q: 33 clusters Score -1.022214e+08 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 239992 members 
Mstep: Class 2 contains 21767 members 
Mstep: Class 3 contains 5714 members 
Mstep: Class 4 contains 245264 members 
Mstep: Class 5 contains 82698 members 
Mstep: Class 6 contains 4551 members 
Mstep: Class 7 contains 36756 members 
Mstep: Class 8 contains 169324 members 
Mstep: Class 9 contains 9520 members 
Mstep: Class 10 contains 123894 members 
Mstep: Class 11 contains 207746 members 
Mstep: Class 12 contains 2649 members 
Mstep: Class 13 contains 3587 members 
Mstep: Class 14 contains 7698 members 
Mstep: Class 15 contains 49864 members 
Mstep: Class 16 contains 8717 members 
Mstep: Class 17 contains 25970 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 5066 members 
Mstep: Class 20 contains 5551 members 
Mstep: Class 21 contains 4717 members 
Mstep: Class 22 contains 17367 members 
Mstep: Class 23 contains 27659 members 
Mstep: Class 24 contains 17825 members 
Mstep: Class 25 contains 3710 members 
Mstep: Class 26 contains 4855 members 
Mstep: Class 27 contains 31905 members 
Mstep: Class 28 contains 14595 members 
Mstep: Class 29 contains 5847 members 
Mstep: Class 30 contains 4067 members 
Mstep: Class 31 contains 19186 members 
Mstep: Class 32 contains 5734 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 33 clusters Score -1.022226e+08 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 240848 members 
Mstep: Class 2 contains 21744 members 
Mstep: Class 3 contains 5720 members 
Mstep: Class 4 contains 244387 members 
Mstep: Class 5 contains 83253 members 
Mstep: Class 6 contains 4558 members 
Mstep: Class 7 contains 36775 members 
Mstep: Class 8 contains 169308 members 
Mstep: Class 9 contains 9354 members 
Mstep: Class 10 contains 123840 members 
Mstep: Class 11 contains 207715 members 
Mstep: Class 12 contains 2686 members 
Mstep: Class 13 contains 3621 members 
Mstep: Class 14 contains 7791 members 
Mstep: Class 15 contains 49664 members 
Mstep: Class 16 contains 8062 members 
Mstep: Class 17 contains 25949 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 5065 members 
Mstep: Class 20 contains 5331 members 
Mstep: Class 21 contains 4682 members 
Mstep: Class 22 contains 17393 members 
Mstep: Class 23 contains 28208 members 
Mstep: Class 24 contains 17811 members 
Mstep: Class 25 contains 3665 members 
Mstep: Class 26 contains 4861 members 
Mstep: Class 27 contains 31837 members 
Mstep: Class 28 contains 14766 members 
Mstep: Class 29 contains 5849 members 
Mstep: Class 30 contains 4098 members 
Mstep: Class 31 contains 19207 members 
Mstep: Class 32 contains 5747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223616.000000 Penalty: 112400.421875
Iteration 64Q: 33 clusters Score -1.022236e+08 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 241681 members 
Mstep: Class 2 contains 21721 members 
Mstep: Class 3 contains 5720 members 
Mstep: Class 4 contains 243495 members 
Mstep: Class 5 contains 83785 members 
Mstep: Class 6 contains 4571 members 
Mstep: Class 7 contains 36806 members 
Mstep: Class 8 contains 169286 members 
Mstep: Class 9 contains 9216 members 
Mstep: Class 10 contains 123791 members 
Mstep: Class 11 contains 207682 members 
Mstep: Class 12 contains 2695 members 
Mstep: Class 13 contains 3644 members 
Mstep: Class 14 contains 7864 members 
Mstep: Class 15 contains 49447 members 
Mstep: Class 16 contains 7449 members 
Mstep: Class 17 contains 25928 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5068 members 
Mstep: Class 20 contains 5153 members 
Mstep: Class 21 contains 4647 members 
Mstep: Class 22 contains 17424 members 
Mstep: Class 23 contains 28745 members 
Mstep: Class 24 contains 17794 members 
Mstep: Class 25 contains 3635 members 
Mstep: Class 26 contains 4866 members 
Mstep: Class 27 contains 31773 members 
Mstep: Class 28 contains 14930 members 
Mstep: Class 29 contains 5849 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 19219 members 
Mstep: Class 32 contains 5791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224928.000000 Penalty: 112400.421875
Iteration 65Q: 33 clusters Score -1.022249e+08 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 242489 members 
Mstep: Class 2 contains 21708 members 
Mstep: Class 3 contains 5717 members 
Mstep: Class 4 contains 242598 members 
Mstep: Class 5 contains 84243 members 
Mstep: Class 6 contains 4570 members 
Mstep: Class 7 contains 36814 members 
Mstep: Class 8 contains 169275 members 
Mstep: Class 9 contains 9107 members 
Mstep: Class 10 contains 123746 members 
Mstep: Class 11 contains 207660 members 
Mstep: Class 12 contains 2698 members 
Mstep: Class 13 contains 3670 members 
Mstep: Class 14 contains 7903 members 
Mstep: Class 15 contains 49222 members 
Mstep: Class 16 contains 6886 members 
Mstep: Class 17 contains 25927 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 5074 members 
Mstep: Class 20 contains 4972 members 
Mstep: Class 21 contains 4627 members 
Mstep: Class 22 contains 17450 members 
Mstep: Class 23 contains 29307 members 
Mstep: Class 24 contains 17791 members 
Mstep: Class 25 contains 3607 members 
Mstep: Class 26 contains 4868 members 
Mstep: Class 27 contains 31722 members 
Mstep: Class 28 contains 15093 members 
Mstep: Class 29 contains 5849 members 
Mstep: Class 30 contains 4132 members 
Mstep: Class 31 contains 19228 members 
Mstep: Class 32 contains 5842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225600.000000 Penalty: 112400.421875
Iteration 66Q: 33 clusters Score -1.022256e+08 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 243263 members 
Mstep: Class 2 contains 21674 members 
Mstep: Class 3 contains 5720 members 
Mstep: Class 4 contains 241721 members 
Mstep: Class 5 contains 84746 members 
Mstep: Class 6 contains 4576 members 
Mstep: Class 7 contains 36811 members 
Mstep: Class 8 contains 169261 members 
Mstep: Class 9 contains 9048 members 
Mstep: Class 10 contains 123712 members 
Mstep: Class 11 contains 207642 members 
Mstep: Class 12 contains 2703 members 
Mstep: Class 13 contains 3683 members 
Mstep: Class 14 contains 7903 members 
Mstep: Class 15 contains 48994 members 
Mstep: Class 16 contains 6360 members 
Mstep: Class 17 contains 25910 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 5081 members 
Mstep: Class 20 contains 4789 members 
Mstep: Class 21 contains 4617 members 
Mstep: Class 22 contains 17490 members 
Mstep: Class 23 contains 29828 members 
Mstep: Class 24 contains 17766 members 
Mstep: Class 25 contains 3591 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 31668 members 
Mstep: Class 28 contains 15270 members 
Mstep: Class 29 contains 5849 members 
Mstep: Class 30 contains 4142 members 
Mstep: Class 31 contains 19241 members 
Mstep: Class 32 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225752.000000 Penalty: 112400.421875
Iteration 67Q: 33 clusters Score -1.022258e+08 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 243942 members 
Mstep: Class 2 contains 21650 members 
Mstep: Class 3 contains 5719 members 
Mstep: Class 4 contains 240898 members 
Mstep: Class 5 contains 85235 members 
Mstep: Class 6 contains 4585 members 
Mstep: Class 7 contains 36822 members 
Mstep: Class 8 contains 169248 members 
Mstep: Class 9 contains 9013 members 
Mstep: Class 10 contains 123684 members 
Mstep: Class 11 contains 207615 members 
Mstep: Class 12 contains 2704 members 
Mstep: Class 13 contains 3704 members 
Mstep: Class 14 contains 7901 members 
Mstep: Class 15 contains 48762 members 
Mstep: Class 16 contains 5875 members 
Mstep: Class 17 contains 25906 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 4639 members 
Mstep: Class 21 contains 4614 members 
Mstep: Class 22 contains 17522 members 
Mstep: Class 23 contains 30301 members 
Mstep: Class 24 contains 17745 members 
Mstep: Class 25 contains 3572 members 
Mstep: Class 26 contains 4872 members 
Mstep: Class 27 contains 31608 members 
Mstep: Class 28 contains 15443 members 
Mstep: Class 29 contains 5849 members 
Mstep: Class 30 contains 4149 members 
Mstep: Class 31 contains 19249 members 
Mstep: Class 32 contains 5886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226144.000000 Penalty: 112400.421875
Iteration 68Q: 33 clusters Score -1.022261e+08 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 244589 members 
Mstep: Class 2 contains 21637 members 
Mstep: Class 3 contains 5719 members 
Mstep: Class 4 contains 240114 members 
Mstep: Class 5 contains 85677 members 
Mstep: Class 6 contains 4586 members 
Mstep: Class 7 contains 36820 members 
Mstep: Class 8 contains 169221 members 
Mstep: Class 9 contains 8984 members 
Mstep: Class 10 contains 123641 members 
Mstep: Class 11 contains 207602 members 
Mstep: Class 12 contains 2715 members 
Mstep: Class 13 contains 3733 members 
Mstep: Class 14 contains 7891 members 
Mstep: Class 15 contains 48519 members 
Mstep: Class 16 contains 5431 members 
Mstep: Class 17 contains 25894 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 4503 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 17548 members 
Mstep: Class 23 contains 30762 members 
Mstep: Class 24 contains 17738 members 
Mstep: Class 25 contains 3554 members 
Mstep: Class 26 contains 4872 members 
Mstep: Class 27 contains 31549 members 
Mstep: Class 28 contains 15626 members 
Mstep: Class 29 contains 5849 members 
Mstep: Class 30 contains 4154 members 
Mstep: Class 31 contains 19254 members 
Mstep: Class 32 contains 5904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226288.000000 Penalty: 112400.421875
Iteration 69Q: 33 clusters Score -1.022263e+08 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 245152 members 
Mstep: Class 2 contains 21612 members 
Mstep: Class 3 contains 5723 members 
Mstep: Class 4 contains 239340 members 
Mstep: Class 5 contains 86100 members 
Mstep: Class 6 contains 4587 members 
Mstep: Class 7 contains 36825 members 
Mstep: Class 8 contains 169217 members 
Mstep: Class 9 contains 8974 members 
Mstep: Class 10 contains 123598 members 
Mstep: Class 11 contains 207591 members 
Mstep: Class 12 contains 2746 members 
Mstep: Class 13 contains 3754 members 
Mstep: Class 14 contains 7867 members 
Mstep: Class 15 contains 48276 members 
Mstep: Class 16 contains 5043 members 
Mstep: Class 17 contains 25881 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 5087 members 
Mstep: Class 20 contains 4393 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 17570 members 
Mstep: Class 23 contains 31244 members 
Mstep: Class 24 contains 17725 members 
Mstep: Class 25 contains 3525 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 31488 members 
Mstep: Class 28 contains 15806 members 
Mstep: Class 29 contains 5849 members 
Mstep: Class 30 contains 4159 members 
Mstep: Class 31 contains 19257 members 
Mstep: Class 32 contains 5912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226736.000000 Penalty: 112400.421875
Iteration 70Q: 33 clusters Score -1.022267e+08 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 245698 members 
Mstep: Class 2 contains 21593 members 
Mstep: Class 3 contains 5725 members 
Mstep: Class 4 contains 238559 members 
Mstep: Class 5 contains 86503 members 
Mstep: Class 6 contains 4581 members 
Mstep: Class 7 contains 36842 members 
Mstep: Class 8 contains 169222 members 
Mstep: Class 9 contains 8970 members 
Mstep: Class 10 contains 123562 members 
Mstep: Class 11 contains 207572 members 
Mstep: Class 12 contains 2767 members 
Mstep: Class 13 contains 3762 members 
Mstep: Class 14 contains 7850 members 
Mstep: Class 15 contains 48039 members 
Mstep: Class 16 contains 4691 members 
Mstep: Class 17 contains 25858 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 4294 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 17586 members 
Mstep: Class 23 contains 31697 members 
Mstep: Class 24 contains 17723 members 
Mstep: Class 25 contains 3495 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 31430 members 
Mstep: Class 28 contains 16001 members 
Mstep: Class 29 contains 5851 members 
Mstep: Class 30 contains 4167 members 
Mstep: Class 31 contains 19251 members 
Mstep: Class 32 contains 5915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226704.000000 Penalty: 112400.421875
Iteration 71Q: 33 clusters Score -1.022267e+08 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246250 members 
Mstep: Class 2 contains 21579 members 
Mstep: Class 3 contains 5728 members 
Mstep: Class 4 contains 237807 members 
Mstep: Class 5 contains 86869 members 
Mstep: Class 6 contains 4579 members 
Mstep: Class 7 contains 36871 members 
Mstep: Class 8 contains 169224 members 
Mstep: Class 9 contains 8980 members 
Mstep: Class 10 contains 123499 members 
Mstep: Class 11 contains 207565 members 
Mstep: Class 12 contains 2782 members 
Mstep: Class 13 contains 3772 members 
Mstep: Class 14 contains 7833 members 
Mstep: Class 15 contains 47816 members 
Mstep: Class 16 contains 4374 members 
Mstep: Class 17 contains 25839 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 4203 members 
Mstep: Class 21 contains 4631 members 
Mstep: Class 22 contains 17600 members 
Mstep: Class 23 contains 32096 members 
Mstep: Class 24 contains 17718 members 
Mstep: Class 25 contains 3462 members 
Mstep: Class 26 contains 4876 members 
Mstep: Class 27 contains 31370 members 
Mstep: Class 28 contains 16193 members 
Mstep: Class 29 contains 5851 members 
Mstep: Class 30 contains 4173 members 
Mstep: Class 31 contains 19248 members 
Mstep: Class 32 contains 5918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227104.000000 Penalty: 112400.421875
Iteration 72Q: 33 clusters Score -1.022271e+08 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 246783 members 
Mstep: Class 2 contains 21568 members 
Mstep: Class 3 contains 5726 members 
Mstep: Class 4 contains 237113 members 
Mstep: Class 5 contains 87207 members 
Mstep: Class 6 contains 4578 members 
Mstep: Class 7 contains 36893 members 
Mstep: Class 8 contains 169242 members 
Mstep: Class 9 contains 8987 members 
Mstep: Class 10 contains 123422 members 
Mstep: Class 11 contains 207554 members 
Mstep: Class 12 contains 2791 members 
Mstep: Class 13 contains 3785 members 
Mstep: Class 14 contains 7817 members 
Mstep: Class 15 contains 47595 members 
Mstep: Class 16 contains 4078 members 
Mstep: Class 17 contains 25820 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 5091 members 
Mstep: Class 20 contains 4113 members 
Mstep: Class 21 contains 4629 members 
Mstep: Class 22 contains 17617 members 
Mstep: Class 23 contains 32501 members 
Mstep: Class 24 contains 17707 members 
Mstep: Class 25 contains 3434 members 
Mstep: Class 26 contains 4879 members 
Mstep: Class 27 contains 31293 members 
Mstep: Class 28 contains 16372 members 
Mstep: Class 29 contains 5851 members 
Mstep: Class 30 contains 4176 members 
Mstep: Class 31 contains 19251 members 
Mstep: Class 32 contains 5923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227128.000000 Penalty: 112400.421875
Iteration 73Q: 33 clusters Score -1.022271e+08 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247267 members 
Mstep: Class 2 contains 21546 members 
Mstep: Class 3 contains 5723 members 
Mstep: Class 4 contains 236482 members 
Mstep: Class 5 contains 87544 members 
Mstep: Class 6 contains 4577 members 
Mstep: Class 7 contains 36919 members 
Mstep: Class 8 contains 169234 members 
Mstep: Class 9 contains 8995 members 
Mstep: Class 10 contains 123351 members 
Mstep: Class 11 contains 207531 members 
Mstep: Class 12 contains 2783 members 
Mstep: Class 13 contains 3794 members 
Mstep: Class 14 contains 7814 members 
Mstep: Class 15 contains 47381 members 
Mstep: Class 16 contains 3806 members 
Mstep: Class 17 contains 25797 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 5094 members 
Mstep: Class 20 contains 4027 members 
Mstep: Class 21 contains 4634 members 
Mstep: Class 22 contains 17636 members 
Mstep: Class 23 contains 32871 members 
Mstep: Class 24 contains 17698 members 
Mstep: Class 25 contains 3414 members 
Mstep: Class 26 contains 4883 members 
Mstep: Class 27 contains 31226 members 
Mstep: Class 28 contains 16552 members 
Mstep: Class 29 contains 5851 members 
Mstep: Class 30 contains 4185 members 
Mstep: Class 31 contains 19248 members 
Mstep: Class 32 contains 5933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227536.000000 Penalty: 112400.421875
Iteration 74Q: 33 clusters Score -1.022275e+08 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 247734 members 
Mstep: Class 2 contains 21530 members 
Mstep: Class 3 contains 5721 members 
Mstep: Class 4 contains 235863 members 
Mstep: Class 5 contains 87859 members 
Mstep: Class 6 contains 4581 members 
Mstep: Class 7 contains 36922 members 
Mstep: Class 8 contains 169251 members 
Mstep: Class 9 contains 9008 members 
Mstep: Class 10 contains 123274 members 
Mstep: Class 11 contains 207524 members 
Mstep: Class 12 contains 2773 members 
Mstep: Class 13 contains 3806 members 
Mstep: Class 14 contains 7802 members 
Mstep: Class 15 contains 47198 members 
Mstep: Class 16 contains 3540 members 
Mstep: Class 17 contains 25784 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 5094 members 
Mstep: Class 20 contains 3945 members 
Mstep: Class 21 contains 4641 members 
Mstep: Class 22 contains 17652 members 
Mstep: Class 23 contains 33212 members 
Mstep: Class 24 contains 17706 members 
Mstep: Class 25 contains 3398 members 
Mstep: Class 26 contains 4887 members 
Mstep: Class 27 contains 31150 members 
Mstep: Class 28 contains 16711 members 
Mstep: Class 29 contains 5851 members 
Mstep: Class 30 contains 4196 members 
Mstep: Class 31 contains 19250 members 
Mstep: Class 32 contains 5933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227576.000000 Penalty: 112400.421875
Iteration 75Q: 33 clusters Score -1.022276e+08 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 248162 members 
Mstep: Class 2 contains 21517 members 
Mstep: Class 3 contains 5726 members 
Mstep: Class 4 contains 235256 members 
Mstep: Class 5 contains 88158 members 
Mstep: Class 6 contains 4586 members 
Mstep: Class 7 contains 36924 members 
Mstep: Class 8 contains 169263 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 123170 members 
Mstep: Class 11 contains 207516 members 
Mstep: Class 12 contains 2752 members 
Mstep: Class 13 contains 3810 members 
Mstep: Class 14 contains 7792 members 
Mstep: Class 15 contains 47009 members 
Mstep: Class 16 contains 3322 members 
Mstep: Class 17 contains 25773 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 5098 members 
Mstep: Class 20 contains 3884 members 
Mstep: Class 21 contains 4648 members 
Mstep: Class 22 contains 17666 members 
Mstep: Class 23 contains 33574 members 
Mstep: Class 24 contains 17712 members 
Mstep: Class 25 contains 3385 members 
Mstep: Class 26 contains 4889 members 
Mstep: Class 27 contains 31074 members 
Mstep: Class 28 contains 16874 members 
Mstep: Class 29 contains 5851 members 
Mstep: Class 30 contains 4198 members 
Mstep: Class 31 contains 19249 members 
Mstep: Class 32 contains 5933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228080.000000 Penalty: 112400.421875
Iteration 76Q: 33 clusters Score -1.022281e+08 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 248585 members 
Mstep: Class 2 contains 21506 members 
Mstep: Class 3 contains 5733 members 
Mstep: Class 4 contains 234614 members 
Mstep: Class 5 contains 88425 members 
Mstep: Class 6 contains 4588 members 
Mstep: Class 7 contains 36920 members 
Mstep: Class 8 contains 169284 members 
Mstep: Class 9 contains 9031 members 
Mstep: Class 10 contains 123081 members 
Mstep: Class 11 contains 207510 members 
Mstep: Class 12 contains 2732 members 
Mstep: Class 13 contains 3817 members 
Mstep: Class 14 contains 7792 members 
Mstep: Class 15 contains 46799 members 
Mstep: Class 16 contains 3132 members 
Mstep: Class 17 contains 25772 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 5104 members 
Mstep: Class 20 contains 3832 members 
Mstep: Class 21 contains 4648 members 
Mstep: Class 22 contains 17683 members 
Mstep: Class 23 contains 33938 members 
Mstep: Class 24 contains 17717 members 
Mstep: Class 25 contains 3380 members 
Mstep: Class 26 contains 4892 members 
Mstep: Class 27 contains 31011 members 
Mstep: Class 28 contains 17043 members 
Mstep: Class 29 contains 5852 members 
Mstep: Class 30 contains 4200 members 
Mstep: Class 31 contains 19251 members 
Mstep: Class 32 contains 5924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227912.000000 Penalty: 112400.421875
Iteration 77Q: 33 clusters Score -1.022279e+08 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 248964 members 
Mstep: Class 2 contains 21492 members 
Mstep: Class 3 contains 5735 members 
Mstep: Class 4 contains 234003 members 
Mstep: Class 5 contains 88656 members 
Mstep: Class 6 contains 4586 members 
Mstep: Class 7 contains 36924 members 
Mstep: Class 8 contains 169301 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 123008 members 
Mstep: Class 11 contains 207509 members 
Mstep: Class 12 contains 2718 members 
Mstep: Class 13 contains 3819 members 
Mstep: Class 14 contains 7793 members 
Mstep: Class 15 contains 46592 members 
Mstep: Class 16 contains 2982 members 
Mstep: Class 17 contains 25762 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 5110 members 
Mstep: Class 20 contains 3783 members 
Mstep: Class 21 contains 4644 members 
Mstep: Class 22 contains 17696 members 
Mstep: Class 23 contains 34302 members 
Mstep: Class 24 contains 17718 members 
Mstep: Class 25 contains 3377 members 
Mstep: Class 26 contains 4892 members 
Mstep: Class 27 contains 30954 members 
Mstep: Class 28 contains 17204 members 
Mstep: Class 29 contains 5853 members 
Mstep: Class 30 contains 4200 members 
Mstep: Class 31 contains 19257 members 
Mstep: Class 32 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3480.473145 but Gain 3512.515625
Score: -102228184.000000 Penalty: 108887.906250
Iteration 78Q: 32 clusters Score -1.022282e+08 nChanged 4565
Entering ConstructFrom: 
Score: -102228184.000000 Penalty: 108887.906250
Entering ConstructFrom: 
Trying to split cluster 1 (251442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251442 members 
Entering Unmasked Estep 
Score: -18866894.000000 Penalty: 3083.872070
	Iteration 0F: 2 clusters Score -1.886689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125853 members 
Mstep: Class 2 contains 125589 members 
Entering Unmasked Estep 
Score: -18697746.000000 Penalty: 6167.744141
	Iteration 0F: 3 clusters Score -1.869775e+07 nChanged 121784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130309 members 
Mstep: Class 2 contains 121133 members 
Entering Unmasked Estep 
Score: -18769706.000000 Penalty: 6167.744141
	Iteration 1F: 3 clusters Score -1.876971e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133523 members 
Mstep: Class 2 contains 117919 members 
Entering Unmasked Estep 
Score: -18771464.000000 Penalty: 6167.744141
	Iteration 2Q: 3 clusters Score -1.877146e+07 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138570 members 
Mstep: Class 2 contains 112872 members 
Entering Unmasked Estep 
Score: -18774208.000000 Penalty: 6167.744141
	Iteration 3Q: 3 clusters Score -1.877421e+07 nChanged 10919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146403 members 
Mstep: Class 2 contains 105039 members 
Entering Unmasked Estep 
Score: -18778614.000000 Penalty: 6167.744141
	Iteration 4Q: 3 clusters Score -1.877861e+07 nChanged 14017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157518 members 
Mstep: Class 2 contains 93924 members 
Entering Unmasked Estep 
Score: -18785994.000000 Penalty: 6167.744141
	Iteration 5F: 3 clusters Score -1.878599e+07 nChanged 17825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172349 members 
Mstep: Class 2 contains 79093 members 
Entering Unmasked Estep 
Score: -18797870.000000 Penalty: 6167.744141
	Iteration 6F: 3 clusters Score -1.879787e+07 nChanged 19958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189649 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -18813060.000000 Penalty: 6167.744141
	Iteration 7F: 3 clusters Score -1.881306e+07 nChanged 19113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207054 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -18829180.000000 Penalty: 6167.744141
	Iteration 8F: 3 clusters Score -1.882918e+07 nChanged 15734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222032 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -18843182.000000 Penalty: 6167.744141
	Iteration 9F: 3 clusters Score -1.884318e+07 nChanged 10854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232672 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -18853110.000000 Penalty: 6167.744141
	Iteration 10Q: 3 clusters Score -1.885311e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238987 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -18859132.000000 Penalty: 6167.744141
	Iteration 11Q: 3 clusters Score -1.885913e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242259 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -18862332.000000 Penalty: 6167.744141
	Iteration 12Q: 3 clusters Score -1.886233e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243763 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -18863954.000000 Penalty: 6167.744141
	Iteration 13Q: 3 clusters Score -1.886395e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244451 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -18864716.000000 Penalty: 6167.744141
	Iteration 14Q: 3 clusters Score -1.886472e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244822 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -18865062.000000 Penalty: 6167.744141
	Iteration 15Q: 3 clusters Score -1.886506e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245127 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -18865300.000000 Penalty: 6167.744141
	Iteration 16Q: 3 clusters Score -1.88653e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245371 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -18865384.000000 Penalty: 6167.744141
	Iteration 17Q: 3 clusters Score -1.886538e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245555 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -18865462.000000 Penalty: 6167.744141
	Iteration 18Q: 3 clusters Score -1.886546e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245693 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -18865524.000000 Penalty: 6167.744141
	Iteration 19Q: 3 clusters Score -1.886552e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245819 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -18865532.000000 Penalty: 6167.744141
	Iteration 20F: 3 clusters Score -1.886553e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245917 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -18865620.000000 Penalty: 6167.744141
	Iteration 21Q: 3 clusters Score -1.886562e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245990 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -18865676.000000 Penalty: 6167.744141
	Iteration 22Q: 3 clusters Score -1.886568e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246044 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -18865730.000000 Penalty: 6167.744141
	Iteration 23Q: 3 clusters Score -1.886573e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246078 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -18865752.000000 Penalty: 6167.744141
	Iteration 24Q: 3 clusters Score -1.886575e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246110 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -18865744.000000 Penalty: 6167.744141
	Iteration 25Q: 3 clusters Score -1.886574e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246144 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -18865736.000000 Penalty: 6167.744141
	Iteration 26Q: 3 clusters Score -1.886574e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246187 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -18865798.000000 Penalty: 6167.744141
	Iteration 27Q: 3 clusters Score -1.88658e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246229 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -18865860.000000 Penalty: 6167.744141
	Iteration 28Q: 3 clusters Score -1.886586e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246251 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -18865870.000000 Penalty: 6167.744141
	Iteration 29Q: 3 clusters Score -1.886587e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246267 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -18865886.000000 Penalty: 6167.744141
	Iteration 30Q: 3 clusters Score -1.886589e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246285 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -18865898.000000 Penalty: 6167.744141
	Iteration 31Q: 3 clusters Score -1.88659e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246309 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -18865868.000000 Penalty: 6167.744141
	Iteration 32Q: 3 clusters Score -1.886587e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246328 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -18865880.000000 Penalty: 6167.744141
	Iteration 33Q: 3 clusters Score -1.886588e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246352 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -18865912.000000 Penalty: 6167.744141
	Iteration 34Q: 3 clusters Score -1.886591e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246384 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -18865938.000000 Penalty: 6167.744141
	Iteration 35Q: 3 clusters Score -1.886594e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246405 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -18865940.000000 Penalty: 6167.744141
	Iteration 36Q: 3 clusters Score -1.886594e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246422 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -18865950.000000 Penalty: 6167.744141
	Iteration 37Q: 3 clusters Score -1.886595e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246413 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -18865976.000000 Penalty: 6167.744141
	Iteration 38Q: 3 clusters Score -1.886598e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246403 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -18865984.000000 Penalty: 6167.744141
	Iteration 39Q: 3 clusters Score -1.886598e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246375 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -18866010.000000 Penalty: 6167.744141
	Iteration 40F: 3 clusters Score -1.886601e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246354 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -18866052.000000 Penalty: 6167.744141
	Iteration 41Q: 3 clusters Score -1.886605e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246313 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -18866086.000000 Penalty: 6167.744141
	Iteration 42Q: 3 clusters Score -1.886609e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246249 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -18866136.000000 Penalty: 6167.744141
	Iteration 43Q: 3 clusters Score -1.886614e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246198 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -18866106.000000 Penalty: 6167.744141
	Iteration 44Q: 3 clusters Score -1.886611e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246153 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -18866154.000000 Penalty: 6167.744141
	Iteration 45Q: 3 clusters Score -1.886615e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246112 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -18866110.000000 Penalty: 6167.744141
	Iteration 46Q: 3 clusters Score -1.886611e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246075 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -18866104.000000 Penalty: 6167.744141
	Iteration 47Q: 3 clusters Score -1.88661e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246029 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -18866094.000000 Penalty: 6167.744141
	Iteration 48Q: 3 clusters Score -1.886609e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246006 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -18866090.000000 Penalty: 6167.744141
	Iteration 49Q: 3 clusters Score -1.886609e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245986 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -18866084.000000 Penalty: 6167.744141
	Iteration 50Q: 3 clusters Score -1.886608e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245973 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -18866110.000000 Penalty: 6167.744141
	Iteration 51Q: 3 clusters Score -1.886611e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245949 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -18866108.000000 Penalty: 6167.744141
	Iteration 52Q: 3 clusters Score -1.886611e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245919 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -18866124.000000 Penalty: 6167.744141
	Iteration 53Q: 3 clusters Score -1.886612e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245899 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -18866142.000000 Penalty: 6167.744141
	Iteration 54Q: 3 clusters Score -1.886614e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245876 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -18866158.000000 Penalty: 6167.744141
	Iteration 55Q: 3 clusters Score -1.886616e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245864 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -18866192.000000 Penalty: 6167.744141
	Iteration 56Q: 3 clusters Score -1.886619e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245846 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -18866188.000000 Penalty: 6167.744141
	Iteration 57Q: 3 clusters Score -1.886619e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245822 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -18866162.000000 Penalty: 6167.744141
	Iteration 58Q: 3 clusters Score -1.886616e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245798 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -18866176.000000 Penalty: 6167.744141
	Iteration 59Q: 3 clusters Score -1.886618e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245779 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -18866210.000000 Penalty: 6167.744141
	Iteration 60F: 3 clusters Score -1.886621e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245765 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -18866214.000000 Penalty: 6167.744141
	Iteration 61Q: 3 clusters Score -1.886621e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245752 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -18866218.000000 Penalty: 6167.744141
	Iteration 62Q: 3 clusters Score -1.886622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245737 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -18866220.000000 Penalty: 6167.744141
	Iteration 63Q: 3 clusters Score -1.886622e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245719 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -18866242.000000 Penalty: 6167.744141
	Iteration 64Q: 3 clusters Score -1.886624e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245705 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -18866240.000000 Penalty: 6167.744141
	Iteration 65Q: 3 clusters Score -1.886624e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245695 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -18866254.000000 Penalty: 6167.744141
	Iteration 66Q: 3 clusters Score -1.886625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245682 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -18866242.000000 Penalty: 6167.744141
	Iteration 67Q: 3 clusters Score -1.886624e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245670 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -18866246.000000 Penalty: 6167.744141
	Iteration 68Q: 3 clusters Score -1.886625e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245658 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -18866226.000000 Penalty: 6167.744141
	Iteration 69Q: 3 clusters Score -1.886623e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245649 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -18866248.000000 Penalty: 6167.744141
	Iteration 70Q: 3 clusters Score -1.886625e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245645 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -18866238.000000 Penalty: 6167.744141
	Iteration 71Q: 3 clusters Score -1.886624e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245639 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -18866214.000000 Penalty: 6167.744141
	Iteration 72Q: 3 clusters Score -1.886621e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245634 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -18866232.000000 Penalty: 6167.744141
	Iteration 73Q: 3 clusters Score -1.886623e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245635 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -18866230.000000 Penalty: 6167.744141
	Iteration 74Q: 3 clusters Score -1.886623e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245628 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -18866236.000000 Penalty: 6167.744141
	Iteration 75Q: 3 clusters Score -1.886624e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245622 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -18866232.000000 Penalty: 6167.744141
	Iteration 76Q: 3 clusters Score -1.886623e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245615 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -18866252.000000 Penalty: 6167.744141
	Iteration 77Q: 3 clusters Score -1.886625e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245608 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -18866232.000000 Penalty: 6167.744141
	Iteration 78Q: 3 clusters Score -1.886623e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245603 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -18866268.000000 Penalty: 6167.744141
	Iteration 79Q: 3 clusters Score -1.886627e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245591 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -18866262.000000 Penalty: 6167.744141
	Iteration 80F: 3 clusters Score -1.886626e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245580 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -18866258.000000 Penalty: 6167.744141
	Iteration 81Q: 3 clusters Score -1.886626e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245570 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -18866276.000000 Penalty: 6167.744141
	Iteration 82Q: 3 clusters Score -1.886628e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245558 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -18866256.000000 Penalty: 6167.744141
	Iteration 83Q: 3 clusters Score -1.886626e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245555 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -18866246.000000 Penalty: 6167.744141
	Iteration 84Q: 3 clusters Score -1.886625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245558 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -18866222.000000 Penalty: 6167.744141
	Iteration 85Q: 3 clusters Score -1.886622e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245555 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -18866214.000000 Penalty: 6167.744141
	Iteration 86Q: 3 clusters Score -1.886621e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245542 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -18866248.000000 Penalty: 6167.744141
	Iteration 87Q: 3 clusters Score -1.886625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245535 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -18866244.000000 Penalty: 6167.744141
	Iteration 88Q: 3 clusters Score -1.886624e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245530 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -18866254.000000 Penalty: 6167.744141
	Iteration 89Q: 3 clusters Score -1.886625e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245522 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -18866248.000000 Penalty: 6167.744141
	Iteration 90Q: 3 clusters Score -1.886625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245519 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -18866268.000000 Penalty: 6167.744141
	Iteration 91Q: 3 clusters Score -1.886627e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245512 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -18866274.000000 Penalty: 6167.744141
	Iteration 92Q: 3 clusters Score -1.886627e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245505 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -18866262.000000 Penalty: 6167.744141
	Iteration 93Q: 3 clusters Score -1.886626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245493 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -18866264.000000 Penalty: 6167.744141
	Iteration 94Q: 3 clusters Score -1.886626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245486 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -18866256.000000 Penalty: 6167.744141
	Iteration 95Q: 3 clusters Score -1.886626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245485 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -18866262.000000 Penalty: 6167.744141
	Iteration 96Q: 3 clusters Score -1.886626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245481 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -18866254.000000 Penalty: 6167.744141
	Iteration 97Q: 3 clusters Score -1.886625e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245471 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -18866260.000000 Penalty: 6167.744141
	Iteration 98Q: 3 clusters Score -1.886626e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245462 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -18866266.000000 Penalty: 6167.744141
	Iteration 99Q: 3 clusters Score -1.886627e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245457 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -18866282.000000 Penalty: 6167.744141
	Iteration 100F: 3 clusters Score -1.886628e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245441 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -18866298.000000 Penalty: 6167.744141
	Iteration 101Q: 3 clusters Score -1.88663e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245423 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -18866296.000000 Penalty: 6167.744141
	Iteration 102Q: 3 clusters Score -1.88663e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245399 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -18866272.000000 Penalty: 6167.744141
	Iteration 103Q: 3 clusters Score -1.886627e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245373 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -18866278.000000 Penalty: 6167.744141
	Iteration 104Q: 3 clusters Score -1.886628e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245346 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -18866282.000000 Penalty: 6167.744141
	Iteration 105Q: 3 clusters Score -1.886628e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245319 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -18866264.000000 Penalty: 6167.744141
	Iteration 106Q: 3 clusters Score -1.886626e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245300 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -18866276.000000 Penalty: 6167.744141
	Iteration 107Q: 3 clusters Score -1.886628e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245286 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -18866274.000000 Penalty: 6167.744141
	Iteration 108Q: 3 clusters Score -1.886627e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245279 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -18866280.000000 Penalty: 6167.744141
	Iteration 109Q: 3 clusters Score -1.886628e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245274 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -18866308.000000 Penalty: 6167.744141
	Iteration 110Q: 3 clusters Score -1.886631e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245266 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -18866320.000000 Penalty: 6167.744141
	Iteration 111Q: 3 clusters Score -1.886632e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245259 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -18866314.000000 Penalty: 6167.744141
	Iteration 112Q: 3 clusters Score -1.886631e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245253 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -18866314.000000 Penalty: 6167.744141
	Iteration 113Q: 3 clusters Score -1.886631e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245251 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -18866314.000000 Penalty: 6167.744141
	Iteration 114Q: 3 clusters Score -1.886631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245252 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -18866312.000000 Penalty: 6167.744141
	Iteration 115Q: 3 clusters Score -1.886631e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245251 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -18866336.000000 Penalty: 6167.744141
	Iteration 116Q: 3 clusters Score -1.886634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245248 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -18866316.000000 Penalty: 6167.744141
	Iteration 117Q: 3 clusters Score -1.886632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245248 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -18866318.000000 Penalty: 6167.744141
	Iteration 118Q: 3 clusters Score -1.886632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245248 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -18866312.000000 Penalty: 6167.744141
	Iteration 119Q: 3 clusters Score -1.886631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245248 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -18866312.000000 Penalty: 6167.744141
	Iteration 120F: 3 clusters Score -1.886631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Entering Unmasked Estep 
Score: -1586931.625000 Penalty: 2474.426758
	Iteration 0F: 2 clusters Score -1586932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1571951.125000 Penalty: 4948.853516
	Iteration 0F: 3 clusters Score -1571951 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1577554.000000 Penalty: 4948.853516
	Iteration 1F: 3 clusters Score -1577554 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1578563.375000 Penalty: 4948.853516
	Iteration 2F: 3 clusters Score -1578563 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1579454.875000 Penalty: 4948.853516
	Iteration 3F: 3 clusters Score -1579455 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1580270.625000 Penalty: 4948.853516
	Iteration 4F: 3 clusters Score -1580271 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1580980.750000 Penalty: 4948.853516
	Iteration 5F: 3 clusters Score -1580981 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1581616.500000 Penalty: 4948.853516
	Iteration 6F: 3 clusters Score -1581616 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1582110.625000 Penalty: 4948.853516
	Iteration 7Q: 3 clusters Score -1582111 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1582519.500000 Penalty: 4948.853516
	Iteration 8Q: 3 clusters Score -1582520 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1582873.625000 Penalty: 4948.853516
	Iteration 9Q: 3 clusters Score -1582874 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1583196.125000 Penalty: 4948.853516
	Iteration 10Q: 3 clusters Score -1583196 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1583556.125000 Penalty: 4948.853516
	Iteration 11Q: 3 clusters Score -1583556 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1583998.125000 Penalty: 4948.853516
	Iteration 12Q: 3 clusters Score -1583998 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1584566.875000 Penalty: 4948.853516
	Iteration 13Q: 3 clusters Score -1584567 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1585238.875000 Penalty: 4948.853516
	Iteration 14Q: 3 clusters Score -1585239 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1585881.000000 Penalty: 4948.853516
	Iteration 15Q: 3 clusters Score -1585881 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1586362.750000 Penalty: 4948.853516
	Iteration 16Q: 3 clusters Score -1586363 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1586627.625000 Penalty: 4948.853516
	Iteration 17Q: 3 clusters Score -1586628 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1586756.750000 Penalty: 4948.853516
	Iteration 18Q: 3 clusters Score -1586757 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1586842.500000 Penalty: 4948.853516
	Iteration 19Q: 3 clusters Score -1586842 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1586892.500000 Penalty: 4948.853516
	Iteration 20F: 3 clusters Score -1586892 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1586924.875000 Penalty: 4948.853516
	Iteration 21Q: 3 clusters Score -1586925 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1586943.625000 Penalty: 4948.853516
	Iteration 22Q: 3 clusters Score -1586944 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1586956.125000 Penalty: 4948.853516
	Iteration 23Q: 3 clusters Score -1586956 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1586967.750000 Penalty: 4948.853516
	Iteration 24Q: 3 clusters Score -1586968 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1586979.125000 Penalty: 4948.853516
	Iteration 25Q: 3 clusters Score -1586979 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1586992.000000 Penalty: 4948.853516
	Iteration 26Q: 3 clusters Score -1586992 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1587000.500000 Penalty: 4948.853516
	Iteration 27Q: 3 clusters Score -1587000 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1587013.125000 Penalty: 4948.853516
	Iteration 28Q: 3 clusters Score -1587013 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1587020.000000 Penalty: 4948.853516
	Iteration 29Q: 3 clusters Score -1587020 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1587023.750000 Penalty: 4948.853516
	Iteration 30Q: 3 clusters Score -1587024 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1587032.625000 Penalty: 4948.853516
	Iteration 31Q: 3 clusters Score -1587033 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1587039.125000 Penalty: 4948.853516
	Iteration 32Q: 3 clusters Score -1587039 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1587045.875000 Penalty: 4948.853516
	Iteration 33Q: 3 clusters Score -1587046 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1587053.000000 Penalty: 4948.853516
	Iteration 34Q: 3 clusters Score -1587053 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1587058.250000 Penalty: 4948.853516
	Iteration 35Q: 3 clusters Score -1587058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1587063.625000 Penalty: 4948.853516
	Iteration 36Q: 3 clusters Score -1587064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1587063.500000 Penalty: 4948.853516
	Iteration 37Q: 3 clusters Score -1587064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1587063.000000 Penalty: 4948.853516
	Iteration 38Q: 3 clusters Score -1587063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1587065.875000 Penalty: 4948.853516
	Iteration 39Q: 3 clusters Score -1587066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1587068.750000 Penalty: 4948.853516
	Iteration 40F: 3 clusters Score -1587069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1587070.750000 Penalty: 4948.853516
	Iteration 41Q: 3 clusters Score -1587071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1587075.000000 Penalty: 4948.853516
	Iteration 42Q: 3 clusters Score -1587075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1587080.250000 Penalty: 4948.853516
	Iteration 43Q: 3 clusters Score -1587080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1587085.000000 Penalty: 4948.853516
	Iteration 44Q: 3 clusters Score -1587085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1587086.125000 Penalty: 4948.853516
	Iteration 45Q: 3 clusters Score -1587086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1587084.125000 Penalty: 4948.853516
	Iteration 46Q: 3 clusters Score -1587084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1587087.500000 Penalty: 4948.853516
	Iteration 47Q: 3 clusters Score -1587088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1587087.000000 Penalty: 4948.853516
	Iteration 48Q: 3 clusters Score -1587087 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1587087.500000 Penalty: 4948.853516
	Iteration 49Q: 3 clusters Score -1587088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1587090.750000 Penalty: 4948.853516
	Iteration 50Q: 3 clusters Score -1587091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1587094.875000 Penalty: 4948.853516
	Iteration 51Q: 3 clusters Score -1587095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1587093.625000 Penalty: 4948.853516
	Iteration 52Q: 3 clusters Score -1587094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1587094.250000 Penalty: 4948.853516
	Iteration 53Q: 3 clusters Score -1587094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1587096.750000 Penalty: 4948.853516
	Iteration 54Q: 3 clusters Score -1587097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1587098.750000 Penalty: 4948.853516
	Iteration 55Q: 3 clusters Score -1587099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1587100.250000 Penalty: 4948.853516
	Iteration 56Q: 3 clusters Score -1587100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1587101.750000 Penalty: 4948.853516
	Iteration 57Q: 3 clusters Score -1587102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1587094.625000 Penalty: 4948.853516
	Iteration 58Q: 3 clusters Score -1587095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1587099.750000 Penalty: 4948.853516
	Iteration 59Q: 3 clusters Score -1587100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1587103.875000 Penalty: 4948.853516
	Iteration 60F: 3 clusters Score -1587104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1587105.875000 Penalty: 4948.853516
	Iteration 61Q: 3 clusters Score -1587106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1587104.625000 Penalty: 4948.853516
	Iteration 62Q: 3 clusters Score -1587105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1587105.000000 Penalty: 4948.853516
	Iteration 63Q: 3 clusters Score -1587105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1587105.500000 Penalty: 4948.853516
	Iteration 64Q: 3 clusters Score -1587106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1587103.750000 Penalty: 4948.853516
	Iteration 65Q: 3 clusters Score -1587104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1587107.250000 Penalty: 4948.853516
	Iteration 66Q: 3 clusters Score -1587107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1587108.625000 Penalty: 4948.853516
	Iteration 67Q: 3 clusters Score -1587109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1587107.875000 Penalty: 4948.853516
	Iteration 68Q: 3 clusters Score -1587108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1587106.875000 Penalty: 4948.853516
	Iteration 69Q: 3 clusters Score -1587107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1587107.375000 Penalty: 4948.853516
	Iteration 70Q: 3 clusters Score -1587107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1587110.250000 Penalty: 4948.853516
	Iteration 71Q: 3 clusters Score -1587110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1587108.750000 Penalty: 4948.853516
	Iteration 72Q: 3 clusters Score -1587109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1587109.125000 Penalty: 4948.853516
	Iteration 73Q: 3 clusters Score -1587109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1587109.375000 Penalty: 4948.853516
	Iteration 74Q: 3 clusters Score -1587109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1587109.000000 Penalty: 4948.853516
	Iteration 75Q: 3 clusters Score -1587109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1587109.000000 Penalty: 4948.853516
	Iteration 76Q: 3 clusters Score -1587109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1587109.000000 Penalty: 4948.853516
	Iteration 77F: 3 clusters Score -1587109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 251442 members 
Mstep: Class 2 contains 7814 members 
Mstep: Class 3 contains 5766 members 
Mstep: Class 4 contains 233669 members 
Mstep: Class 5 contains 88916 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 36963 members 
Mstep: Class 8 contains 169460 members 
Mstep: Class 9 contains 9038 members 
Mstep: Class 10 contains 123021 members 
Mstep: Class 11 contains 207507 members 
Mstep: Class 12 contains 2700 members 
Mstep: Class 13 contains 3825 members 
Mstep: Class 14 contains 7795 members 
Mstep: Class 15 contains 46412 members 
Mstep: Class 16 contains 13723 members 
Mstep: Class 17 contains 25747 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 5113 members 
Mstep: Class 20 contains 3737 members 
Mstep: Class 21 contains 4646 members 
Mstep: Class 22 contains 17703 members 
Mstep: Class 23 contains 34660 members 
Mstep: Class 24 contains 17720 members 
Mstep: Class 25 contains 3383 members 
Mstep: Class 26 contains 4890 members 
Mstep: Class 27 contains 30909 members 
Mstep: Class 28 contains 17388 members 
Mstep: Class 29 contains 5853 members 
Mstep: Class 30 contains 4198 members 
Mstep: Class 31 contains 19269 members 
Mstep: Class 32 contains 5936 members 
Entering Unmasked Estep 
Score: -102230768.000000 Penalty: 112400.421875
Splitting cluster 2 changes total score from -102228184.000000 to -102230768.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 3 (5766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Entering Unmasked Estep 
Score: -421290.187500 Penalty: 2147.614014
	Iteration 0F: 2 clusters Score -421290.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -416282.750000 Penalty: 4295.228027
	Iteration 0F: 3 clusters Score -416282.8 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -417587.375000 Penalty: 4295.228027
	Iteration 1F: 3 clusters Score -417587.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -417978.531250 Penalty: 4295.228027
	Iteration 2F: 3 clusters Score -417978.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -418364.812500 Penalty: 4295.228027
	Iteration 3F: 3 clusters Score -418364.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -418894.468750 Penalty: 4295.228027
	Iteration 4F: 3 clusters Score -418894.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -419557.312500 Penalty: 4295.228027
	Iteration 5F: 3 clusters Score -419557.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -420339.562500 Penalty: 4295.228027
	Iteration 6F: 3 clusters Score -420339.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -421246.187500 Penalty: 4295.228027
	Iteration 7F: 3 clusters Score -421246.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -422060.375000 Penalty: 4295.228027
	Iteration 8F: 3 clusters Score -422060.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -422278.187500 Penalty: 4295.228027
	Iteration 9Q: 3 clusters Score -422278.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -422310.718750 Penalty: 4295.228027
	Iteration 10Q: 3 clusters Score -422310.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -422317.187500 Penalty: 4295.228027
	Iteration 11Q: 3 clusters Score -422317.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -422319.187500 Penalty: 4295.228027
	Iteration 12Q: 3 clusters Score -422319.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -422320.218750 Penalty: 4295.228027
	Iteration 13Q: 3 clusters Score -422320.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -422320.218750 Penalty: 4295.228027
	Iteration 14F: 3 clusters Score -422320.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 251442 members 
Mstep: Class 2 contains 7814 members 
Mstep: Class 3 contains 3701 members 
Mstep: Class 4 contains 233669 members 
Mstep: Class 5 contains 88916 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 36963 members 
Mstep: Class 8 contains 169460 members 
Mstep: Class 9 contains 9038 members 
Mstep: Class 10 contains 123021 members 
Mstep: Class 11 contains 207507 members 
Mstep: Class 12 contains 2700 members 
Mstep: Class 13 contains 3825 members 
Mstep: Class 14 contains 7795 members 
Mstep: Class 15 contains 46412 members 
Mstep: Class 16 contains 13723 members 
Mstep: Class 17 contains 25747 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 5113 members 
Mstep: Class 20 contains 3737 members 
Mstep: Class 21 contains 4646 members 
Mstep: Class 22 contains 17703 members 
Mstep: Class 23 contains 34660 members 
Mstep: Class 24 contains 17720 members 
Mstep: Class 25 contains 3383 members 
Mstep: Class 26 contains 4890 members 
Mstep: Class 27 contains 30909 members 
Mstep: Class 28 contains 17388 members 
Mstep: Class 29 contains 5853 members 
Mstep: Class 30 contains 4198 members 
Mstep: Class 31 contains 19269 members 
Mstep: Class 32 contains 5936 members 
Mstep: Class 33 contains 2065 members 
Entering Unmasked Estep 
Score: -102230600.000000 Penalty: 115912.937500
Splitting cluster 3 changes total score from -102228184.000000 to -102230600.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 4 (233669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233669 members 
Entering Unmasked Estep 
Score: -17912358.000000 Penalty: 3065.691895
	Iteration 0F: 2 clusters Score -1.791236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116451 members 
Mstep: Class 2 contains 117218 members 
Entering Unmasked Estep 
Score: -17755324.000000 Penalty: 6131.383789
	Iteration 0F: 3 clusters Score -1.775532e+07 nChanged 112771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109768 members 
Mstep: Class 2 contains 123901 members 
Entering Unmasked Estep 
Score: -17821896.000000 Penalty: 6131.383789
	Iteration 1F: 3 clusters Score -1.78219e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105414 members 
Mstep: Class 2 contains 128255 members 
Entering Unmasked Estep 
Score: -17823440.000000 Penalty: 6131.383789
	Iteration 2Q: 3 clusters Score -1.782344e+07 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98590 members 
Mstep: Class 2 contains 135079 members 
Entering Unmasked Estep 
Score: -17826014.000000 Penalty: 6131.383789
	Iteration 3Q: 3 clusters Score -1.782601e+07 nChanged 10972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87966 members 
Mstep: Class 2 contains 145703 members 
Entering Unmasked Estep 
Score: -17830984.000000 Penalty: 6131.383789
	Iteration 4Q: 3 clusters Score -1.783098e+07 nChanged 15664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72402 members 
Mstep: Class 2 contains 161267 members 
Entering Unmasked Estep 
Score: -17841242.000000 Penalty: 6131.383789
	Iteration 5F: 3 clusters Score -1.784124e+07 nChanged 20808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51606 members 
Mstep: Class 2 contains 182063 members 
Entering Unmasked Estep 
Score: -17858880.000000 Penalty: 6131.383789
	Iteration 6F: 3 clusters Score -1.785888e+07 nChanged 22631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 204694 members 
Entering Unmasked Estep 
Score: -17881154.000000 Penalty: 6131.383789
	Iteration 7F: 3 clusters Score -1.788115e+07 nChanged 17100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 221794 members 
Entering Unmasked Estep 
Score: -17898364.000000 Penalty: 6131.383789
	Iteration 8F: 3 clusters Score -1.789836e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 229938 members 
Entering Unmasked Estep 
Score: -17906182.000000 Penalty: 6131.383789
	Iteration 9Q: 3 clusters Score -1.790618e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 232513 members 
Entering Unmasked Estep 
Score: -17908660.000000 Penalty: 6131.383789
	Iteration 10Q: 3 clusters Score -1.790866e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 233143 members 
Entering Unmasked Estep 
Score: -17909248.000000 Penalty: 6131.383789
	Iteration 11Q: 3 clusters Score -1.790925e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 233310 members 
Entering Unmasked Estep 
Score: -17909466.000000 Penalty: 6131.383789
	Iteration 12Q: 3 clusters Score -1.790947e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 233366 members 
Entering Unmasked Estep 
Score: -17909570.000000 Penalty: 6131.383789
	Iteration 13Q: 3 clusters Score -1.790957e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 233390 members 
Entering Unmasked Estep 
Score: -17909606.000000 Penalty: 6131.383789
	Iteration 14Q: 3 clusters Score -1.790961e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 233400 members 
Entering Unmasked Estep 
Score: -17909620.000000 Penalty: 6131.383789
	Iteration 15Q: 3 clusters Score -1.790962e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 233412 members 
Entering Unmasked Estep 
Score: -17909628.000000 Penalty: 6131.383789
	Iteration 16Q: 3 clusters Score -1.790963e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 233419 members 
Entering Unmasked Estep 
Score: -17909660.000000 Penalty: 6131.383789
	Iteration 17Q: 3 clusters Score -1.790966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 233427 members 
Entering Unmasked Estep 
Score: -17909656.000000 Penalty: 6131.383789
	Iteration 18Q: 3 clusters Score -1.790966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 233428 members 
Entering Unmasked Estep 
Score: -17909668.000000 Penalty: 6131.383789
	Iteration 19Q: 3 clusters Score -1.790967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 233429 members 
Entering Unmasked Estep 
Score: -17909672.000000 Penalty: 6131.383789
	Iteration 20F: 3 clusters Score -1.790967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 233430 members 
Entering Unmasked Estep 
Score: -17909670.000000 Penalty: 6131.383789
	Iteration 21Q: 3 clusters Score -1.790967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 233430 members 
Entering Unmasked Estep 
Score: -17909678.000000 Penalty: 6131.383789
	Iteration 22Q: 3 clusters Score -1.790968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 233432 members 
Entering Unmasked Estep 
Score: -17909684.000000 Penalty: 6131.383789
	Iteration 23Q: 3 clusters Score -1.790968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 233433 members 
Entering Unmasked Estep 
Score: -17909694.000000 Penalty: 6131.383789
	Iteration 24Q: 3 clusters Score -1.790969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 233436 members 
Entering Unmasked Estep 
Score: -17909694.000000 Penalty: 6131.383789
	Iteration 25Q: 3 clusters Score -1.790969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 233438 members 
Entering Unmasked Estep 
Score: -17909700.000000 Penalty: 6131.383789
	Iteration 26Q: 3 clusters Score -1.79097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 233437 members 
Entering Unmasked Estep 
Score: -17909706.000000 Penalty: 6131.383789
	Iteration 27Q: 3 clusters Score -1.790971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 233437 members 
Entering Unmasked Estep 
Score: -17909706.000000 Penalty: 6131.383789
	Iteration 28F: 3 clusters Score -1.790971e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (88916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88916 members 
Entering Unmasked Estep 
Score: -6831465.500000 Penalty: 2826.071045
	Iteration 0F: 2 clusters Score -6831466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -6772438.500000 Penalty: 5652.142090
	Iteration 0F: 3 clusters Score -6772438 nChanged 41722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -6795828.000000 Penalty: 5652.142090
	Iteration 1F: 3 clusters Score -6795828 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 49382 members 
Entering Unmasked Estep 
Score: -6796681.000000 Penalty: 5652.142090
	Iteration 2Q: 3 clusters Score -6796681 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 52276 members 
Entering Unmasked Estep 
Score: -6797949.500000 Penalty: 5652.142090
	Iteration 3Q: 3 clusters Score -6797950 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 56442 members 
Entering Unmasked Estep 
Score: -6800131.000000 Penalty: 5652.142090
	Iteration 4F: 3 clusters Score -6800131 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 62326 members 
Entering Unmasked Estep 
Score: -6804049.500000 Penalty: 5652.142090
	Iteration 5F: 3 clusters Score -6804050 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 69794 members 
Entering Unmasked Estep 
Score: -6810294.000000 Penalty: 5652.142090
	Iteration 6F: 3 clusters Score -6810294 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 77533 members 
Entering Unmasked Estep 
Score: -6817692.500000 Penalty: 5652.142090
	Iteration 7F: 3 clusters Score -6817692 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 83542 members 
Entering Unmasked Estep 
Score: -6823741.500000 Penalty: 5652.142090
	Iteration 8F: 3 clusters Score -6823742 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 86837 members 
Entering Unmasked Estep 
Score: -6827028.500000 Penalty: 5652.142090
	Iteration 9Q: 3 clusters Score -6827028 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 88122 members 
Entering Unmasked Estep 
Score: -6828213.500000 Penalty: 5652.142090
	Iteration 10Q: 3 clusters Score -6828214 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 88538 members 
Entering Unmasked Estep 
Score: -6828624.000000 Penalty: 5652.142090
	Iteration 11Q: 3 clusters Score -6828624 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 88647 members 
Entering Unmasked Estep 
Score: -6828805.500000 Penalty: 5652.142090
	Iteration 12Q: 3 clusters Score -6828806 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 88688 members 
Entering Unmasked Estep 
Score: -6828899.500000 Penalty: 5652.142090
	Iteration 13Q: 3 clusters Score -6828900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 88697 members 
Entering Unmasked Estep 
Score: -6828927.500000 Penalty: 5652.142090
	Iteration 14Q: 3 clusters Score -6828928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 88703 members 
Entering Unmasked Estep 
Score: -6828946.000000 Penalty: 5652.142090
	Iteration 15Q: 3 clusters Score -6828946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 88702 members 
Entering Unmasked Estep 
Score: -6828951.500000 Penalty: 5652.142090
	Iteration 16Q: 3 clusters Score -6828952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 88702 members 
Entering Unmasked Estep 
Score: -6828953.500000 Penalty: 5652.142090
	Iteration 17Q: 3 clusters Score -6828954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 88703 members 
Entering Unmasked Estep 
Score: -6828955.500000 Penalty: 5652.142090
	Iteration 18Q: 3 clusters Score -6828956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 88702 members 
Entering Unmasked Estep 
Score: -6828959.500000 Penalty: 5652.142090
	Iteration 19Q: 3 clusters Score -6828960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 88702 members 
Entering Unmasked Estep 
Score: -6828959.500000 Penalty: 5652.142090
	Iteration 20F: 3 clusters Score -6828960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -324678.406250 Penalty: 2091.207764
	Iteration 0F: 2 clusters Score -324678.4 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 2332 members 
Entering Unmasked Estep 
Score: -320400.468750 Penalty: 4182.415527
	Iteration 0F: 3 clusters Score -320400.5 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -321475.093750 Penalty: 4182.415527
	Iteration 1F: 3 clusters Score -321475.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -321761.531250 Penalty: 4182.415527
	Iteration 2F: 3 clusters Score -321761.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -321958.375000 Penalty: 4182.415527
	Iteration 3F: 3 clusters Score -321958.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -322176.500000 Penalty: 4182.415527
	Iteration 4F: 3 clusters Score -322176.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -322487.031250 Penalty: 4182.415527
	Iteration 5F: 3 clusters Score -322487 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -322851.156250 Penalty: 4182.415527
	Iteration 6F: 3 clusters Score -322851.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -323128.187500 Penalty: 4182.415527
	Iteration 7F: 3 clusters Score -323128.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -323344.656250 Penalty: 4182.415527
	Iteration 8F: 3 clusters Score -323344.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -323491.125000 Penalty: 4182.415527
	Iteration 9Q: 3 clusters Score -323491.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -323603.593750 Penalty: 4182.415527
	Iteration 10Q: 3 clusters Score -323603.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -323687.125000 Penalty: 4182.415527
	Iteration 11Q: 3 clusters Score -323687.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -323751.312500 Penalty: 4182.415527
	Iteration 12Q: 3 clusters Score -323751.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -323779.000000 Penalty: 4182.415527
	Iteration 13Q: 3 clusters Score -323779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -323796.531250 Penalty: 4182.415527
	Iteration 14Q: 3 clusters Score -323796.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -323813.625000 Penalty: 4182.415527
	Iteration 15Q: 3 clusters Score -323813.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -323828.031250 Penalty: 4182.415527
	Iteration 16Q: 3 clusters Score -323828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -323837.531250 Penalty: 4182.415527
	Iteration 17Q: 3 clusters Score -323837.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -323847.093750 Penalty: 4182.415527
	Iteration 18Q: 3 clusters Score -323847.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -323854.968750 Penalty: 4182.415527
	Iteration 19Q: 3 clusters Score -323855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -323858.312500 Penalty: 4182.415527
	Iteration 20F: 3 clusters Score -323858.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -323863.031250 Penalty: 4182.415527
	Iteration 21Q: 3 clusters Score -323863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -323868.718750 Penalty: 4182.415527
	Iteration 22Q: 3 clusters Score -323868.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -323875.343750 Penalty: 4182.415527
	Iteration 23Q: 3 clusters Score -323875.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -323880.281250 Penalty: 4182.415527
	Iteration 24Q: 3 clusters Score -323880.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -323883.687500 Penalty: 4182.415527
	Iteration 25Q: 3 clusters Score -323883.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -323884.968750 Penalty: 4182.415527
	Iteration 26Q: 3 clusters Score -323885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -323884.968750 Penalty: 4182.415527
	Iteration 27F: 3 clusters Score -323885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Entering Unmasked Estep 
Score: -2431828.500000 Penalty: 2608.382812
	Iteration 0F: 2 clusters Score -2431828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2406764.750000 Penalty: 5216.765625
	Iteration 0F: 3 clusters Score -2406765 nChanged 16750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -2416676.000000 Penalty: 5216.765625
	Iteration 1F: 3 clusters Score -2416676 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2418614.250000 Penalty: 5216.765625
	Iteration 2F: 3 clusters Score -2418614 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -2421017.750000 Penalty: 5216.765625
	Iteration 3F: 3 clusters Score -2421018 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2423193.000000 Penalty: 5216.765625
	Iteration 4F: 3 clusters Score -2423193 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -2424586.250000 Penalty: 5216.765625
	Iteration 5F: 3 clusters Score -2424586 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -2425479.750000 Penalty: 5216.765625
	Iteration 6F: 3 clusters Score -2425480 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -2426089.000000 Penalty: 5216.765625
	Iteration 7Q: 3 clusters Score -2426089 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -2426554.250000 Penalty: 5216.765625
	Iteration 8Q: 3 clusters Score -2426554 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -2426921.750000 Penalty: 5216.765625
	Iteration 9Q: 3 clusters Score -2426922 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -2427281.250000 Penalty: 5216.765625
	Iteration 10Q: 3 clusters Score -2427281 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -2427562.500000 Penalty: 5216.765625
	Iteration 11Q: 3 clusters Score -2427562 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -2427814.250000 Penalty: 5216.765625
	Iteration 12Q: 3 clusters Score -2427814 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -2428030.500000 Penalty: 5216.765625
	Iteration 13Q: 3 clusters Score -2428030 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -2428191.000000 Penalty: 5216.765625
	Iteration 14Q: 3 clusters Score -2428191 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -2428326.750000 Penalty: 5216.765625
	Iteration 15Q: 3 clusters Score -2428327 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -2428404.500000 Penalty: 5216.765625
	Iteration 16Q: 3 clusters Score -2428404 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -2428456.500000 Penalty: 5216.765625
	Iteration 17Q: 3 clusters Score -2428456 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -2428498.250000 Penalty: 5216.765625
	Iteration 18Q: 3 clusters Score -2428498 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -2428523.500000 Penalty: 5216.765625
	Iteration 19Q: 3 clusters Score -2428524 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -2428534.500000 Penalty: 5216.765625
	Iteration 20F: 3 clusters Score -2428534 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -2428554.500000 Penalty: 5216.765625
	Iteration 21Q: 3 clusters Score -2428554 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -2428588.000000 Penalty: 5216.765625
	Iteration 22Q: 3 clusters Score -2428588 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -2428596.500000 Penalty: 5216.765625
	Iteration 23Q: 3 clusters Score -2428596 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -2428613.500000 Penalty: 5216.765625
	Iteration 24Q: 3 clusters Score -2428614 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -2428630.500000 Penalty: 5216.765625
	Iteration 25Q: 3 clusters Score -2428630 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -2428643.500000 Penalty: 5216.765625
	Iteration 26Q: 3 clusters Score -2428644 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -2428656.500000 Penalty: 5216.765625
	Iteration 27Q: 3 clusters Score -2428656 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -2428670.500000 Penalty: 5216.765625
	Iteration 28Q: 3 clusters Score -2428670 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -2428674.750000 Penalty: 5216.765625
	Iteration 29Q: 3 clusters Score -2428675 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -2428693.500000 Penalty: 5216.765625
	Iteration 30Q: 3 clusters Score -2428694 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -2428708.250000 Penalty: 5216.765625
	Iteration 31Q: 3 clusters Score -2428708 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -2428711.750000 Penalty: 5216.765625
	Iteration 32Q: 3 clusters Score -2428712 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -2428731.750000 Penalty: 5216.765625
	Iteration 33Q: 3 clusters Score -2428732 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -2428741.250000 Penalty: 5216.765625
	Iteration 34Q: 3 clusters Score -2428741 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -2428763.750000 Penalty: 5216.765625
	Iteration 35Q: 3 clusters Score -2428764 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -2428778.000000 Penalty: 5216.765625
	Iteration 36Q: 3 clusters Score -2428778 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -2428797.750000 Penalty: 5216.765625
	Iteration 37Q: 3 clusters Score -2428798 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -2428819.500000 Penalty: 5216.765625
	Iteration 38Q: 3 clusters Score -2428820 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -2428843.250000 Penalty: 5216.765625
	Iteration 39Q: 3 clusters Score -2428843 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -2428856.500000 Penalty: 5216.765625
	Iteration 40F: 3 clusters Score -2428856 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -2428872.250000 Penalty: 5216.765625
	Iteration 41Q: 3 clusters Score -2428872 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -2428890.000000 Penalty: 5216.765625
	Iteration 42Q: 3 clusters Score -2428890 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -2428909.250000 Penalty: 5216.765625
	Iteration 43Q: 3 clusters Score -2428909 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -2428941.000000 Penalty: 5216.765625
	Iteration 44Q: 3 clusters Score -2428941 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2428957.500000 Penalty: 5216.765625
	Iteration 45Q: 3 clusters Score -2428958 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -2428959.500000 Penalty: 5216.765625
	Iteration 46Q: 3 clusters Score -2428960 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -2428974.000000 Penalty: 5216.765625
	Iteration 47Q: 3 clusters Score -2428974 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -2428992.750000 Penalty: 5216.765625
	Iteration 48Q: 3 clusters Score -2428993 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -2429006.750000 Penalty: 5216.765625
	Iteration 49Q: 3 clusters Score -2429007 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2429005.250000 Penalty: 5216.765625
	Iteration 50Q: 3 clusters Score -2429005 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2429012.000000 Penalty: 5216.765625
	Iteration 51Q: 3 clusters Score -2429012 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -2429018.250000 Penalty: 5216.765625
	Iteration 52Q: 3 clusters Score -2429018 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -2429019.500000 Penalty: 5216.765625
	Iteration 53Q: 3 clusters Score -2429020 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -2429036.250000 Penalty: 5216.765625
	Iteration 54Q: 3 clusters Score -2429036 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -2429036.750000 Penalty: 5216.765625
	Iteration 55Q: 3 clusters Score -2429037 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2429042.000000 Penalty: 5216.765625
	Iteration 56Q: 3 clusters Score -2429042 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2429051.500000 Penalty: 5216.765625
	Iteration 57Q: 3 clusters Score -2429052 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2429051.000000 Penalty: 5216.765625
	Iteration 58Q: 3 clusters Score -2429051 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -2429054.750000 Penalty: 5216.765625
	Iteration 59Q: 3 clusters Score -2429055 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -2429071.000000 Penalty: 5216.765625
	Iteration 60F: 3 clusters Score -2429071 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2429068.500000 Penalty: 5216.765625
	Iteration 61Q: 3 clusters Score -2429068 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -2429078.250000 Penalty: 5216.765625
	Iteration 62Q: 3 clusters Score -2429078 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -2429081.000000 Penalty: 5216.765625
	Iteration 63Q: 3 clusters Score -2429081 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2429087.000000 Penalty: 5216.765625
	Iteration 64Q: 3 clusters Score -2429087 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2429098.250000 Penalty: 5216.765625
	Iteration 65Q: 3 clusters Score -2429098 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2429095.500000 Penalty: 5216.765625
	Iteration 66Q: 3 clusters Score -2429096 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -2429100.500000 Penalty: 5216.765625
	Iteration 67Q: 3 clusters Score -2429100 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -2429111.250000 Penalty: 5216.765625
	Iteration 68Q: 3 clusters Score -2429111 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -2429124.250000 Penalty: 5216.765625
	Iteration 69Q: 3 clusters Score -2429124 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2429128.500000 Penalty: 5216.765625
	Iteration 70Q: 3 clusters Score -2429128 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2429137.750000 Penalty: 5216.765625
	Iteration 71Q: 3 clusters Score -2429138 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2429132.250000 Penalty: 5216.765625
	Iteration 72Q: 3 clusters Score -2429132 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -2429140.250000 Penalty: 5216.765625
	Iteration 73Q: 3 clusters Score -2429140 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -2429168.250000 Penalty: 5216.765625
	Iteration 74Q: 3 clusters Score -2429168 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2429191.250000 Penalty: 5216.765625
	Iteration 75Q: 3 clusters Score -2429191 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2429243.250000 Penalty: 5216.765625
	Iteration 76Q: 3 clusters Score -2429243 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2429282.500000 Penalty: 5216.765625
	Iteration 77Q: 3 clusters Score -2429282 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2429328.500000 Penalty: 5216.765625
	Iteration 78Q: 3 clusters Score -2429328 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2429380.000000 Penalty: 5216.765625
	Iteration 79Q: 3 clusters Score -2429380 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2429450.750000 Penalty: 5216.765625
	Iteration 80F: 3 clusters Score -2429451 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2429512.750000 Penalty: 5216.765625
	Iteration 81Q: 3 clusters Score -2429513 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2429604.250000 Penalty: 5216.765625
	Iteration 82Q: 3 clusters Score -2429604 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2429700.750000 Penalty: 5216.765625
	Iteration 83Q: 3 clusters Score -2429701 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2429801.750000 Penalty: 5216.765625
	Iteration 84Q: 3 clusters Score -2429802 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2429926.750000 Penalty: 5216.765625
	Iteration 85Q: 3 clusters Score -2429927 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2430060.750000 Penalty: 5216.765625
	Iteration 86Q: 3 clusters Score -2430061 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2430195.000000 Penalty: 5216.765625
	Iteration 87Q: 3 clusters Score -2430195 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2430357.750000 Penalty: 5216.765625
	Iteration 88Q: 3 clusters Score -2430358 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2430491.500000 Penalty: 5216.765625
	Iteration 89Q: 3 clusters Score -2430492 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2430687.250000 Penalty: 5216.765625
	Iteration 90Q: 3 clusters Score -2430687 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2430827.750000 Penalty: 5216.765625
	Iteration 91Q: 3 clusters Score -2430828 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2430987.000000 Penalty: 5216.765625
	Iteration 92Q: 3 clusters Score -2430987 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2431142.500000 Penalty: 5216.765625
	Iteration 93Q: 3 clusters Score -2431142 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2431292.500000 Penalty: 5216.765625
	Iteration 94Q: 3 clusters Score -2431292 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2431418.750000 Penalty: 5216.765625
	Iteration 95Q: 3 clusters Score -2431419 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2431556.500000 Penalty: 5216.765625
	Iteration 96Q: 3 clusters Score -2431556 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2431700.250000 Penalty: 5216.765625
	Iteration 97Q: 3 clusters Score -2431700 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2431856.500000 Penalty: 5216.765625
	Iteration 98Q: 3 clusters Score -2431856 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2431981.750000 Penalty: 5216.765625
	Iteration 99Q: 3 clusters Score -2431982 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2432110.250000 Penalty: 5216.765625
	Iteration 100F: 3 clusters Score -2432110 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2432216.250000 Penalty: 5216.765625
	Iteration 101Q: 3 clusters Score -2432216 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2432291.250000 Penalty: 5216.765625
	Iteration 102Q: 3 clusters Score -2432291 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2432378.750000 Penalty: 5216.765625
	Iteration 103Q: 3 clusters Score -2432379 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2432473.750000 Penalty: 5216.765625
	Iteration 104Q: 3 clusters Score -2432474 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2432552.750000 Penalty: 5216.765625
	Iteration 105Q: 3 clusters Score -2432553 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2432628.500000 Penalty: 5216.765625
	Iteration 106Q: 3 clusters Score -2432628 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2432685.750000 Penalty: 5216.765625
	Iteration 107Q: 3 clusters Score -2432686 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2432745.500000 Penalty: 5216.765625
	Iteration 108Q: 3 clusters Score -2432746 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2432797.750000 Penalty: 5216.765625
	Iteration 109Q: 3 clusters Score -2432798 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2432843.250000 Penalty: 5216.765625
	Iteration 110Q: 3 clusters Score -2432843 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2432878.750000 Penalty: 5216.765625
	Iteration 111Q: 3 clusters Score -2432879 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2432915.250000 Penalty: 5216.765625
	Iteration 112Q: 3 clusters Score -2432915 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -2432932.500000 Penalty: 5216.765625
	Iteration 113Q: 3 clusters Score -2432932 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2432946.000000 Penalty: 5216.765625
	Iteration 114Q: 3 clusters Score -2432946 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2432969.000000 Penalty: 5216.765625
	Iteration 115Q: 3 clusters Score -2432969 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2432982.500000 Penalty: 5216.765625
	Iteration 116Q: 3 clusters Score -2432982 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2432998.250000 Penalty: 5216.765625
	Iteration 117Q: 3 clusters Score -2432998 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2433004.500000 Penalty: 5216.765625
	Iteration 118Q: 3 clusters Score -2433004 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2433006.500000 Penalty: 5216.765625
	Iteration 119Q: 3 clusters Score -2433006 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2433009.000000 Penalty: 5216.765625
	Iteration 120F: 3 clusters Score -2433009 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2433019.750000 Penalty: 5216.765625
	Iteration 121Q: 3 clusters Score -2433020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2433023.250000 Penalty: 5216.765625
	Iteration 122Q: 3 clusters Score -2433023 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2433025.750000 Penalty: 5216.765625
	Iteration 123Q: 3 clusters Score -2433026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2433033.000000 Penalty: 5216.765625
	Iteration 124Q: 3 clusters Score -2433033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2433037.250000 Penalty: 5216.765625
	Iteration 125Q: 3 clusters Score -2433037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2433035.000000 Penalty: 5216.765625
	Iteration 126Q: 3 clusters Score -2433035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2433034.750000 Penalty: 5216.765625
	Iteration 127Q: 3 clusters Score -2433035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2433038.500000 Penalty: 5216.765625
	Iteration 128Q: 3 clusters Score -2433038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2433039.500000 Penalty: 5216.765625
	Iteration 129Q: 3 clusters Score -2433040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2433035.500000 Penalty: 5216.765625
	Iteration 130Q: 3 clusters Score -2433036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2433038.500000 Penalty: 5216.765625
	Iteration 131Q: 3 clusters Score -2433038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2433043.000000 Penalty: 5216.765625
	Iteration 132Q: 3 clusters Score -2433043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2433036.500000 Penalty: 5216.765625
	Iteration 133Q: 3 clusters Score -2433036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2433043.000000 Penalty: 5216.765625
	Iteration 134Q: 3 clusters Score -2433043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2433040.750000 Penalty: 5216.765625
	Iteration 135Q: 3 clusters Score -2433041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2433042.250000 Penalty: 5216.765625
	Iteration 136Q: 3 clusters Score -2433042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2433044.500000 Penalty: 5216.765625
	Iteration 137Q: 3 clusters Score -2433044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2433040.000000 Penalty: 5216.765625
	Iteration 138Q: 3 clusters Score -2433040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2433039.750000 Penalty: 5216.765625
	Iteration 139Q: 3 clusters Score -2433040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2433041.500000 Penalty: 5216.765625
	Iteration 140F: 3 clusters Score -2433042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2433042.500000 Penalty: 5216.765625
	Iteration 141Q: 3 clusters Score -2433042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2433042.500000 Penalty: 5216.765625
	Iteration 142F: 3 clusters Score -2433042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 251442 members 
Mstep: Class 2 contains 7814 members 
Mstep: Class 3 contains 3701 members 
Mstep: Class 4 contains 233669 members 
Mstep: Class 5 contains 88916 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 31114 members 
Mstep: Class 8 contains 169460 members 
Mstep: Class 9 contains 9038 members 
Mstep: Class 10 contains 123021 members 
Mstep: Class 11 contains 207507 members 
Mstep: Class 12 contains 2700 members 
Mstep: Class 13 contains 3825 members 
Mstep: Class 14 contains 7795 members 
Mstep: Class 15 contains 46412 members 
Mstep: Class 16 contains 13723 members 
Mstep: Class 17 contains 25747 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 5113 members 
Mstep: Class 20 contains 3737 members 
Mstep: Class 21 contains 4646 members 
Mstep: Class 22 contains 17703 members 
Mstep: Class 23 contains 34660 members 
Mstep: Class 24 contains 17720 members 
Mstep: Class 25 contains 3383 members 
Mstep: Class 26 contains 4890 members 
Mstep: Class 27 contains 30909 members 
Mstep: Class 28 contains 17388 members 
Mstep: Class 29 contains 5853 members 
Mstep: Class 30 contains 4198 members 
Mstep: Class 31 contains 19269 members 
Mstep: Class 32 contains 5936 members 
Mstep: Class 33 contains 2065 members 
Mstep: Class 34 contains 5849 members 
Entering Unmasked Estep 
Score: -102231232.000000 Penalty: 119425.445312
Splitting cluster 7 changes total score from -102228184.000000 to -102231232.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 8 (169460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169460 members 
Entering Unmasked Estep 
Score: -12727660.000000 Penalty: 2986.012207
	Iteration 0F: 2 clusters Score -1.272766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84641 members 
Mstep: Class 2 contains 84819 members 
Entering Unmasked Estep 
Score: -12614440.000000 Penalty: 5972.024414
	Iteration 0F: 3 clusters Score -1.261444e+07 nChanged 80975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81838 members 
Mstep: Class 2 contains 87622 members 
Entering Unmasked Estep 
Score: -12661864.000000 Penalty: 5972.024414
	Iteration 1F: 3 clusters Score -1.266186e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79813 members 
Mstep: Class 2 contains 89647 members 
Entering Unmasked Estep 
Score: -12663240.000000 Penalty: 5972.024414
	Iteration 2Q: 3 clusters Score -1.266324e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76667 members 
Mstep: Class 2 contains 92793 members 
Entering Unmasked Estep 
Score: -12664889.000000 Penalty: 5972.024414
	Iteration 3Q: 3 clusters Score -1.266489e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71934 members 
Mstep: Class 2 contains 97526 members 
Entering Unmasked Estep 
Score: -12667656.000000 Penalty: 5972.024414
	Iteration 4Q: 3 clusters Score -1.266766e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65469 members 
Mstep: Class 2 contains 103991 members 
Entering Unmasked Estep 
Score: -12671804.000000 Penalty: 5972.024414
	Iteration 5F: 3 clusters Score -1.26718e+07 nChanged 10535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 112628 members 
Entering Unmasked Estep 
Score: -12677822.000000 Penalty: 5972.024414
	Iteration 6F: 3 clusters Score -1.267782e+07 nChanged 12108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 123362 members 
Entering Unmasked Estep 
Score: -12686226.000000 Penalty: 5972.024414
	Iteration 7F: 3 clusters Score -1.268623e+07 nChanged 12781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 135427 members 
Entering Unmasked Estep 
Score: -12696261.000000 Penalty: 5972.024414
	Iteration 8F: 3 clusters Score -1.269626e+07 nChanged 11811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 147004 members 
Entering Unmasked Estep 
Score: -12706679.000000 Penalty: 5972.024414
	Iteration 9F: 3 clusters Score -1.270668e+07 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 156131 members 
Entering Unmasked Estep 
Score: -12714814.000000 Penalty: 5972.024414
	Iteration 10F: 3 clusters Score -1.271481e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 161990 members 
Entering Unmasked Estep 
Score: -12719980.000000 Penalty: 5972.024414
	Iteration 11Q: 3 clusters Score -1.271998e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 165270 members 
Entering Unmasked Estep 
Score: -12722547.000000 Penalty: 5972.024414
	Iteration 12Q: 3 clusters Score -1.272255e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 166824 members 
Entering Unmasked Estep 
Score: -12723903.000000 Penalty: 5972.024414
	Iteration 13Q: 3 clusters Score -1.27239e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 167533 members 
Entering Unmasked Estep 
Score: -12724574.000000 Penalty: 5972.024414
	Iteration 14Q: 3 clusters Score -1.272457e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 167884 members 
Entering Unmasked Estep 
Score: -12724953.000000 Penalty: 5972.024414
	Iteration 15Q: 3 clusters Score -1.272495e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 168068 members 
Entering Unmasked Estep 
Score: -12725187.000000 Penalty: 5972.024414
	Iteration 16Q: 3 clusters Score -1.272519e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 168142 members 
Entering Unmasked Estep 
Score: -12725330.000000 Penalty: 5972.024414
	Iteration 17Q: 3 clusters Score -1.272533e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 168191 members 
Entering Unmasked Estep 
Score: -12725418.000000 Penalty: 5972.024414
	Iteration 18Q: 3 clusters Score -1.272542e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 168218 members 
Entering Unmasked Estep 
Score: -12725468.000000 Penalty: 5972.024414
	Iteration 19Q: 3 clusters Score -1.272547e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 168221 members 
Entering Unmasked Estep 
Score: -12725496.000000 Penalty: 5972.024414
	Iteration 20F: 3 clusters Score -1.27255e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 168221 members 
Entering Unmasked Estep 
Score: -12725492.000000 Penalty: 5972.024414
	Iteration 21Q: 3 clusters Score -1.272549e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 168230 members 
Entering Unmasked Estep 
Score: -12725502.000000 Penalty: 5972.024414
	Iteration 22Q: 3 clusters Score -1.27255e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 168233 members 
Entering Unmasked Estep 
Score: -12725510.000000 Penalty: 5972.024414
	Iteration 23Q: 3 clusters Score -1.272551e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 168243 members 
Entering Unmasked Estep 
Score: -12725508.000000 Penalty: 5972.024414
	Iteration 24Q: 3 clusters Score -1.272551e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 168244 members 
Entering Unmasked Estep 
Score: -12725519.000000 Penalty: 5972.024414
	Iteration 25Q: 3 clusters Score -1.272552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 168249 members 
Entering Unmasked Estep 
Score: -12725532.000000 Penalty: 5972.024414
	Iteration 26Q: 3 clusters Score -1.272553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 168254 members 
Entering Unmasked Estep 
Score: -12725531.000000 Penalty: 5972.024414
	Iteration 27Q: 3 clusters Score -1.272553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 168262 members 
Entering Unmasked Estep 
Score: -12725525.000000 Penalty: 5972.024414
	Iteration 28Q: 3 clusters Score -1.272552e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 168268 members 
Entering Unmasked Estep 
Score: -12725541.000000 Penalty: 5972.024414
	Iteration 29Q: 3 clusters Score -1.272554e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 168275 members 
Entering Unmasked Estep 
Score: -12725548.000000 Penalty: 5972.024414
	Iteration 30Q: 3 clusters Score -1.272555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 168279 members 
Entering Unmasked Estep 
Score: -12725539.000000 Penalty: 5972.024414
	Iteration 31Q: 3 clusters Score -1.272554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 168281 members 
Entering Unmasked Estep 
Score: -12725546.000000 Penalty: 5972.024414
	Iteration 32Q: 3 clusters Score -1.272555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 168283 members 
Entering Unmasked Estep 
Score: -12725544.000000 Penalty: 5972.024414
	Iteration 33Q: 3 clusters Score -1.272554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 168281 members 
Entering Unmasked Estep 
Score: -12725547.000000 Penalty: 5972.024414
	Iteration 34Q: 3 clusters Score -1.272555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 168280 members 
Entering Unmasked Estep 
Score: -12725544.000000 Penalty: 5972.024414
	Iteration 35Q: 3 clusters Score -1.272554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 168280 members 
Entering Unmasked Estep 
Score: -12725544.000000 Penalty: 5972.024414
	Iteration 36Q: 3 clusters Score -1.272554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 168280 members 
Entering Unmasked Estep 
Score: -12725544.000000 Penalty: 5972.024414
	Iteration 37F: 3 clusters Score -1.272554e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Entering Unmasked Estep 
Score: -601795.562500 Penalty: 2259.079834
	Iteration 0F: 2 clusters Score -601795.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -594748.875000 Penalty: 4518.159668
	Iteration 0F: 3 clusters Score -594748.9 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -600018.875000 Penalty: 4518.159668
	Iteration 1F: 3 clusters Score -600018.9 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -606394.875000 Penalty: 4518.159668
	Iteration 2F: 3 clusters Score -606394.9 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -610424.437500 Penalty: 4518.159668
	Iteration 3F: 3 clusters Score -610424.4 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -611743.125000 Penalty: 4518.159668
	Iteration 4F: 3 clusters Score -611743.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -612359.375000 Penalty: 4518.159668
	Iteration 5Q: 3 clusters Score -612359.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -612743.750000 Penalty: 4518.159668
	Iteration 6Q: 3 clusters Score -612743.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -613004.562500 Penalty: 4518.159668
	Iteration 7Q: 3 clusters Score -613004.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -613232.187500 Penalty: 4518.159668
	Iteration 8Q: 3 clusters Score -613232.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -613336.875000 Penalty: 4518.159668
	Iteration 9Q: 3 clusters Score -613336.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -613463.500000 Penalty: 4518.159668
	Iteration 10Q: 3 clusters Score -613463.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -613510.875000 Penalty: 4518.159668
	Iteration 11Q: 3 clusters Score -613510.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -613518.187500 Penalty: 4518.159668
	Iteration 12Q: 3 clusters Score -613518.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -613520.000000 Penalty: 4518.159668
	Iteration 13Q: 3 clusters Score -613520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -613520.000000 Penalty: 4518.159668
	Iteration 14F: 3 clusters Score -613520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 251442 members 
Mstep: Class 2 contains 7814 members 
Mstep: Class 3 contains 3701 members 
Mstep: Class 4 contains 233669 members 
Mstep: Class 5 contains 88916 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 31114 members 
Mstep: Class 8 contains 169460 members 
Mstep: Class 9 contains 2010 members 
Mstep: Class 10 contains 123021 members 
Mstep: Class 11 contains 207507 members 
Mstep: Class 12 contains 2700 members 
Mstep: Class 13 contains 3825 members 
Mstep: Class 14 contains 7795 members 
Mstep: Class 15 contains 46412 members 
Mstep: Class 16 contains 13723 members 
Mstep: Class 17 contains 25747 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 5113 members 
Mstep: Class 20 contains 3737 members 
Mstep: Class 21 contains 4646 members 
Mstep: Class 22 contains 17703 members 
Mstep: Class 23 contains 34660 members 
Mstep: Class 24 contains 17720 members 
Mstep: Class 25 contains 3383 members 
Mstep: Class 26 contains 4890 members 
Mstep: Class 27 contains 30909 members 
Mstep: Class 28 contains 17388 members 
Mstep: Class 29 contains 5853 members 
Mstep: Class 30 contains 4198 members 
Mstep: Class 31 contains 19269 members 
Mstep: Class 32 contains 5936 members 
Mstep: Class 33 contains 2065 members 
Mstep: Class 34 contains 5849 members 
Mstep: Class 35 contains 7028 members 
Entering Unmasked Estep 
Score: -102242256.000000 Penalty: 122937.960938
Splitting cluster 9 changes total score from -102228184.000000 to -102242256.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 10 (123021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123021 members 
Entering Unmasked Estep 
Score: -9410981.000000 Penalty: 2906.587158
	Iteration 0F: 2 clusters Score -9410981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 61454 members 
Entering Unmasked Estep 
Score: -9328790.000000 Penalty: 5813.174316
	Iteration 0F: 3 clusters Score -9328790 nChanged 58584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62671 members 
Mstep: Class 2 contains 60350 members 
Entering Unmasked Estep 
Score: -9362214.000000 Penalty: 5813.174316
	Iteration 1F: 3 clusters Score -9362214 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62973 members 
Mstep: Class 2 contains 60048 members 
Entering Unmasked Estep 
Score: -9363184.000000 Penalty: 5813.174316
	Iteration 2Q: 3 clusters Score -9363184 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63258 members 
Mstep: Class 2 contains 59763 members 
Entering Unmasked Estep 
Score: -9364623.000000 Penalty: 5813.174316
	Iteration 3Q: 3 clusters Score -9364623 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63489 members 
Mstep: Class 2 contains 59532 members 
Entering Unmasked Estep 
Score: -9366597.000000 Penalty: 5813.174316
	Iteration 4Q: 3 clusters Score -9366597 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63690 members 
Mstep: Class 2 contains 59331 members 
Entering Unmasked Estep 
Score: -9369240.000000 Penalty: 5813.174316
	Iteration 5Q: 3 clusters Score -9369240 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64004 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -9372703.000000 Penalty: 5813.174316
	Iteration 6F: 3 clusters Score -9372703 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64751 members 
Mstep: Class 2 contains 58270 members 
Entering Unmasked Estep 
Score: -9376243.000000 Penalty: 5813.174316
	Iteration 7F: 3 clusters Score -9376243 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66118 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -9379353.000000 Penalty: 5813.174316
	Iteration 8F: 3 clusters Score -9379353 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67954 members 
Mstep: Class 2 contains 55067 members 
Entering Unmasked Estep 
Score: -9381635.000000 Penalty: 5813.174316
	Iteration 9Q: 3 clusters Score -9381635 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70513 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -9383403.000000 Penalty: 5813.174316
	Iteration 10Q: 3 clusters Score -9383403 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73718 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -9385190.000000 Penalty: 5813.174316
	Iteration 11Q: 3 clusters Score -9385190 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77587 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -9387055.000000 Penalty: 5813.174316
	Iteration 12Q: 3 clusters Score -9387055 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82144 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -9389249.000000 Penalty: 5813.174316
	Iteration 13Q: 3 clusters Score -9389249 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87396 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -9392069.000000 Penalty: 5813.174316
	Iteration 14Q: 3 clusters Score -9392069 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92960 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -9395267.000000 Penalty: 5813.174316
	Iteration 15Q: 3 clusters Score -9395267 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98361 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -9398541.000000 Penalty: 5813.174316
	Iteration 16Q: 3 clusters Score -9398541 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103281 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -9401718.000000 Penalty: 5813.174316
	Iteration 17Q: 3 clusters Score -9401718 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107228 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -9404070.000000 Penalty: 5813.174316
	Iteration 18Q: 3 clusters Score -9404070 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110204 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -9405780.000000 Penalty: 5813.174316
	Iteration 19Q: 3 clusters Score -9405780 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112400 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -9406835.000000 Penalty: 5813.174316
	Iteration 20F: 3 clusters Score -9406835 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114019 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -9407454.000000 Penalty: 5813.174316
	Iteration 21Q: 3 clusters Score -9407454 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115244 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -9407869.000000 Penalty: 5813.174316
	Iteration 22Q: 3 clusters Score -9407869 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116212 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -9408153.000000 Penalty: 5813.174316
	Iteration 23Q: 3 clusters Score -9408153 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116953 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -9408346.000000 Penalty: 5813.174316
	Iteration 24Q: 3 clusters Score -9408346 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117524 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -9408509.000000 Penalty: 5813.174316
	Iteration 25Q: 3 clusters Score -9408509 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117975 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -9408610.000000 Penalty: 5813.174316
	Iteration 26Q: 3 clusters Score -9408610 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118306 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -9408693.000000 Penalty: 5813.174316
	Iteration 27Q: 3 clusters Score -9408693 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118578 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -9408766.000000 Penalty: 5813.174316
	Iteration 28Q: 3 clusters Score -9408766 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118821 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -9408831.000000 Penalty: 5813.174316
	Iteration 29Q: 3 clusters Score -9408831 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119021 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -9408898.000000 Penalty: 5813.174316
	Iteration 30Q: 3 clusters Score -9408898 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119200 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -9408931.000000 Penalty: 5813.174316
	Iteration 31Q: 3 clusters Score -9408931 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119340 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -9408970.000000 Penalty: 5813.174316
	Iteration 32Q: 3 clusters Score -9408970 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119456 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -9408986.000000 Penalty: 5813.174316
	Iteration 33Q: 3 clusters Score -9408986 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119545 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -9409002.000000 Penalty: 5813.174316
	Iteration 34Q: 3 clusters Score -9409002 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119616 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -9409027.000000 Penalty: 5813.174316
	Iteration 35Q: 3 clusters Score -9409027 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119677 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -9409039.000000 Penalty: 5813.174316
	Iteration 36Q: 3 clusters Score -9409039 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119731 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -9409057.000000 Penalty: 5813.174316
	Iteration 37Q: 3 clusters Score -9409057 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119782 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -9409055.000000 Penalty: 5813.174316
	Iteration 38Q: 3 clusters Score -9409055 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119833 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -9409070.000000 Penalty: 5813.174316
	Iteration 39Q: 3 clusters Score -9409070 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119878 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -9409089.000000 Penalty: 5813.174316
	Iteration 40F: 3 clusters Score -9409089 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119918 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -9409077.000000 Penalty: 5813.174316
	Iteration 41Q: 3 clusters Score -9409077 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119951 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -9409087.000000 Penalty: 5813.174316
	Iteration 42Q: 3 clusters Score -9409087 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119988 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -9409098.000000 Penalty: 5813.174316
	Iteration 43Q: 3 clusters Score -9409098 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120022 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -9409107.000000 Penalty: 5813.174316
	Iteration 44Q: 3 clusters Score -9409107 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120056 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -9409106.000000 Penalty: 5813.174316
	Iteration 45Q: 3 clusters Score -9409106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120082 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -9409109.000000 Penalty: 5813.174316
	Iteration 46Q: 3 clusters Score -9409109 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120117 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -9409133.000000 Penalty: 5813.174316
	Iteration 47Q: 3 clusters Score -9409133 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120143 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -9409123.000000 Penalty: 5813.174316
	Iteration 48Q: 3 clusters Score -9409123 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120166 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -9409135.000000 Penalty: 5813.174316
	Iteration 49Q: 3 clusters Score -9409135 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120187 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -9409111.000000 Penalty: 5813.174316
	Iteration 50Q: 3 clusters Score -9409111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120199 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -9409121.000000 Penalty: 5813.174316
	Iteration 51Q: 3 clusters Score -9409121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120208 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -9409115.000000 Penalty: 5813.174316
	Iteration 52Q: 3 clusters Score -9409115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120215 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -9409120.000000 Penalty: 5813.174316
	Iteration 53Q: 3 clusters Score -9409120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120224 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -9409116.000000 Penalty: 5813.174316
	Iteration 54Q: 3 clusters Score -9409116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120227 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -9409121.000000 Penalty: 5813.174316
	Iteration 55Q: 3 clusters Score -9409121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120233 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -9409123.000000 Penalty: 5813.174316
	Iteration 56Q: 3 clusters Score -9409123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120236 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -9409119.000000 Penalty: 5813.174316
	Iteration 57Q: 3 clusters Score -9409119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120237 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -9409118.000000 Penalty: 5813.174316
	Iteration 58Q: 3 clusters Score -9409118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120238 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -9409111.000000 Penalty: 5813.174316
	Iteration 59Q: 3 clusters Score -9409111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120242 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -9409113.000000 Penalty: 5813.174316
	Iteration 60F: 3 clusters Score -9409113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120243 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -9409114.000000 Penalty: 5813.174316
	Iteration 61Q: 3 clusters Score -9409114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120245 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -9409111.000000 Penalty: 5813.174316
	Iteration 62Q: 3 clusters Score -9409111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120246 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -9409111.000000 Penalty: 5813.174316
	Iteration 63Q: 3 clusters Score -9409111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120247 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -9409114.000000 Penalty: 5813.174316
	Iteration 64Q: 3 clusters Score -9409114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120247 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -9409114.000000 Penalty: 5813.174316
	Iteration 65F: 3 clusters Score -9409114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (207507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207507 members 
Entering Unmasked Estep 
Score: -15518011.000000 Penalty: 3036.244141
	Iteration 0F: 2 clusters Score -1.551801e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103807 members 
Mstep: Class 2 contains 103700 members 
Entering Unmasked Estep 
Score: -15378579.000000 Penalty: 6072.488281
	Iteration 0F: 3 clusters Score -1.537858e+07 nChanged 100219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105004 members 
Mstep: Class 2 contains 102503 members 
Entering Unmasked Estep 
Score: -15437913.000000 Penalty: 6072.488281
	Iteration 1F: 3 clusters Score -1.543791e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106529 members 
Mstep: Class 2 contains 100978 members 
Entering Unmasked Estep 
Score: -15439864.000000 Penalty: 6072.488281
	Iteration 2Q: 3 clusters Score -1.543986e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109192 members 
Mstep: Class 2 contains 98315 members 
Entering Unmasked Estep 
Score: -15442768.000000 Penalty: 6072.488281
	Iteration 3Q: 3 clusters Score -1.544277e+07 nChanged 9959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113403 members 
Mstep: Class 2 contains 94104 members 
Entering Unmasked Estep 
Score: -15447053.000000 Penalty: 6072.488281
	Iteration 4Q: 3 clusters Score -1.544705e+07 nChanged 11927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119524 members 
Mstep: Class 2 contains 87983 members 
Entering Unmasked Estep 
Score: -15453083.000000 Penalty: 6072.488281
	Iteration 5F: 3 clusters Score -1.545308e+07 nChanged 13025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127199 members 
Mstep: Class 2 contains 80308 members 
Entering Unmasked Estep 
Score: -15459778.000000 Penalty: 6072.488281
	Iteration 6F: 3 clusters Score -1.545978e+07 nChanged 13049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135766 members 
Mstep: Class 2 contains 71741 members 
Entering Unmasked Estep 
Score: -15466696.000000 Penalty: 6072.488281
	Iteration 7F: 3 clusters Score -1.54667e+07 nChanged 12044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144716 members 
Mstep: Class 2 contains 62791 members 
Entering Unmasked Estep 
Score: -15473244.000000 Penalty: 6072.488281
	Iteration 8F: 3 clusters Score -1.547324e+07 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153817 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -15479251.000000 Penalty: 6072.488281
	Iteration 9F: 3 clusters Score -1.547925e+07 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162930 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -15485134.000000 Penalty: 6072.488281
	Iteration 10Q: 3 clusters Score -1.548513e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171715 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -15491341.000000 Penalty: 6072.488281
	Iteration 11Q: 3 clusters Score -1.549134e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179665 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -15496955.000000 Penalty: 6072.488281
	Iteration 12Q: 3 clusters Score -1.549696e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186423 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -15501913.000000 Penalty: 6072.488281
	Iteration 13Q: 3 clusters Score -1.550191e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191773 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -15505772.000000 Penalty: 6072.488281
	Iteration 14Q: 3 clusters Score -1.550577e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195885 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -15508647.000000 Penalty: 6072.488281
	Iteration 15Q: 3 clusters Score -1.550865e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198974 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -15510698.000000 Penalty: 6072.488281
	Iteration 16Q: 3 clusters Score -1.55107e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201227 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -15512137.000000 Penalty: 6072.488281
	Iteration 17Q: 3 clusters Score -1.551214e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202905 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -15513185.000000 Penalty: 6072.488281
	Iteration 18Q: 3 clusters Score -1.551318e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204181 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -15513920.000000 Penalty: 6072.488281
	Iteration 19Q: 3 clusters Score -1.551392e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205056 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -15514378.000000 Penalty: 6072.488281
	Iteration 20F: 3 clusters Score -1.551438e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205617 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -15514715.000000 Penalty: 6072.488281
	Iteration 21Q: 3 clusters Score -1.551472e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205982 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -15514885.000000 Penalty: 6072.488281
	Iteration 22Q: 3 clusters Score -1.551488e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206238 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -15515037.000000 Penalty: 6072.488281
	Iteration 23Q: 3 clusters Score -1.551504e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206408 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -15515168.000000 Penalty: 6072.488281
	Iteration 24Q: 3 clusters Score -1.551517e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206520 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -15515198.000000 Penalty: 6072.488281
	Iteration 25Q: 3 clusters Score -1.55152e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206586 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -15515259.000000 Penalty: 6072.488281
	Iteration 26Q: 3 clusters Score -1.551526e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206642 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -15515301.000000 Penalty: 6072.488281
	Iteration 27Q: 3 clusters Score -1.55153e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206683 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -15515330.000000 Penalty: 6072.488281
	Iteration 28Q: 3 clusters Score -1.551533e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206706 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -15515353.000000 Penalty: 6072.488281
	Iteration 29Q: 3 clusters Score -1.551535e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206726 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -15515374.000000 Penalty: 6072.488281
	Iteration 30Q: 3 clusters Score -1.551537e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206741 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -15515370.000000 Penalty: 6072.488281
	Iteration 31Q: 3 clusters Score -1.551537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206755 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -15515391.000000 Penalty: 6072.488281
	Iteration 32Q: 3 clusters Score -1.551539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206762 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -15515403.000000 Penalty: 6072.488281
	Iteration 33Q: 3 clusters Score -1.55154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206767 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -15515402.000000 Penalty: 6072.488281
	Iteration 34Q: 3 clusters Score -1.55154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206770 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -15515405.000000 Penalty: 6072.488281
	Iteration 35Q: 3 clusters Score -1.55154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206770 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -15515405.000000 Penalty: 6072.488281
	Iteration 36F: 3 clusters Score -1.55154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Entering Unmasked Estep 
Score: -174403.890625 Penalty: 1959.449829
	Iteration 0F: 2 clusters Score -174403.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -171425.484375 Penalty: 3918.899658
	Iteration 0F: 3 clusters Score -171425.5 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -172323.000000 Penalty: 3918.899658
	Iteration 1F: 3 clusters Score -172323 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -173217.578125 Penalty: 3918.899658
	Iteration 2F: 3 clusters Score -173217.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -174275.609375 Penalty: 3918.899658
	Iteration 3F: 3 clusters Score -174275.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -174920.921875 Penalty: 3918.899658
	Iteration 4F: 3 clusters Score -174920.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -175122.125000 Penalty: 3918.899658
	Iteration 5Q: 3 clusters Score -175122.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -175230.625000 Penalty: 3918.899658
	Iteration 6Q: 3 clusters Score -175230.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -175319.968750 Penalty: 3918.899658
	Iteration 7Q: 3 clusters Score -175320 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -175390.828125 Penalty: 3918.899658
	Iteration 8Q: 3 clusters Score -175390.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -175449.156250 Penalty: 3918.899658
	Iteration 9Q: 3 clusters Score -175449.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -175485.984375 Penalty: 3918.899658
	Iteration 10Q: 3 clusters Score -175486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -175496.234375 Penalty: 3918.899658
	Iteration 11Q: 3 clusters Score -175496.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -175506.296875 Penalty: 3918.899658
	Iteration 12Q: 3 clusters Score -175506.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -175518.890625 Penalty: 3918.899658
	Iteration 13Q: 3 clusters Score -175518.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -175525.609375 Penalty: 3918.899658
	Iteration 14Q: 3 clusters Score -175525.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -175531.625000 Penalty: 3918.899658
	Iteration 15Q: 3 clusters Score -175531.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -175534.765625 Penalty: 3918.899658
	Iteration 16Q: 3 clusters Score -175534.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -175535.750000 Penalty: 3918.899658
	Iteration 17Q: 3 clusters Score -175535.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -175537.781250 Penalty: 3918.899658
	Iteration 18Q: 3 clusters Score -175537.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -175538.078125 Penalty: 3918.899658
	Iteration 19Q: 3 clusters Score -175538.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -175538.078125 Penalty: 3918.899658
	Iteration 20F: 3 clusters Score -175538.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 251442 members 
Mstep: Class 2 contains 7814 members 
Mstep: Class 3 contains 3701 members 
Mstep: Class 4 contains 233669 members 
Mstep: Class 5 contains 88916 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 31114 members 
Mstep: Class 8 contains 169460 members 
Mstep: Class 9 contains 2010 members 
Mstep: Class 10 contains 123021 members 
Mstep: Class 11 contains 207507 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 3825 members 
Mstep: Class 14 contains 7795 members 
Mstep: Class 15 contains 46412 members 
Mstep: Class 16 contains 13723 members 
Mstep: Class 17 contains 25747 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 5113 members 
Mstep: Class 20 contains 3737 members 
Mstep: Class 21 contains 4646 members 
Mstep: Class 22 contains 17703 members 
Mstep: Class 23 contains 34660 members 
Mstep: Class 24 contains 17720 members 
Mstep: Class 25 contains 3383 members 
Mstep: Class 26 contains 4890 members 
Mstep: Class 27 contains 30909 members 
Mstep: Class 28 contains 17388 members 
Mstep: Class 29 contains 5853 members 
Mstep: Class 30 contains 4198 members 
Mstep: Class 31 contains 19269 members 
Mstep: Class 32 contains 5936 members 
Mstep: Class 33 contains 2065 members 
Mstep: Class 34 contains 5849 members 
Mstep: Class 35 contains 7028 members 
Mstep: Class 36 contains 1487 members 
Entering Unmasked Estep 
Score: -102241888.000000 Penalty: 126450.476562
Splitting cluster 12 changes total score from -102228184.000000 to -102241888.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 13 (3825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Entering Unmasked Estep 
Score: -256557.781250 Penalty: 2045.829712
	Iteration 0F: 2 clusters Score -256557.8 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 1949 members 
Entering Unmasked Estep 
Score: -252794.515625 Penalty: 4091.659424
	Iteration 0F: 3 clusters Score -252794.5 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -253739.109375 Penalty: 4091.659424
	Iteration 1F: 3 clusters Score -253739.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -254067.109375 Penalty: 4091.659424
	Iteration 2F: 3 clusters Score -254067.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -254317.968750 Penalty: 4091.659424
	Iteration 3F: 3 clusters Score -254318 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -254464.125000 Penalty: 4091.659424
	Iteration 4Q: 3 clusters Score -254464.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -254576.421875 Penalty: 4091.659424
	Iteration 5Q: 3 clusters Score -254576.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -254670.593750 Penalty: 4091.659424
	Iteration 6Q: 3 clusters Score -254670.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -254763.890625 Penalty: 4091.659424
	Iteration 7Q: 3 clusters Score -254763.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -254863.218750 Penalty: 4091.659424
	Iteration 8Q: 3 clusters Score -254863.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -254933.750000 Penalty: 4091.659424
	Iteration 9Q: 3 clusters Score -254933.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -254992.359375 Penalty: 4091.659424
	Iteration 10Q: 3 clusters Score -254992.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -255066.750000 Penalty: 4091.659424
	Iteration 11Q: 3 clusters Score -255066.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -255132.781250 Penalty: 4091.659424
	Iteration 12Q: 3 clusters Score -255132.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -255196.453125 Penalty: 4091.659424
	Iteration 13Q: 3 clusters Score -255196.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -255244.187500 Penalty: 4091.659424
	Iteration 14Q: 3 clusters Score -255244.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -255275.843750 Penalty: 4091.659424
	Iteration 15Q: 3 clusters Score -255275.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -255302.375000 Penalty: 4091.659424
	Iteration 16Q: 3 clusters Score -255302.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -255326.453125 Penalty: 4091.659424
	Iteration 17Q: 3 clusters Score -255326.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -255346.218750 Penalty: 4091.659424
	Iteration 18Q: 3 clusters Score -255346.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -255360.250000 Penalty: 4091.659424
	Iteration 19Q: 3 clusters Score -255360.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -255370.640625 Penalty: 4091.659424
	Iteration 20F: 3 clusters Score -255370.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -255375.234375 Penalty: 4091.659424
	Iteration 21Q: 3 clusters Score -255375.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -255379.109375 Penalty: 4091.659424
	Iteration 22Q: 3 clusters Score -255379.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -255380.390625 Penalty: 4091.659424
	Iteration 23Q: 3 clusters Score -255380.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -255382.937500 Penalty: 4091.659424
	Iteration 24Q: 3 clusters Score -255382.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -255385.625000 Penalty: 4091.659424
	Iteration 25Q: 3 clusters Score -255385.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -255388.687500 Penalty: 4091.659424
	Iteration 26Q: 3 clusters Score -255388.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -255393.609375 Penalty: 4091.659424
	Iteration 27Q: 3 clusters Score -255393.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -255400.453125 Penalty: 4091.659424
	Iteration 28Q: 3 clusters Score -255400.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -255409.578125 Penalty: 4091.659424
	Iteration 29Q: 3 clusters Score -255409.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -255419.515625 Penalty: 4091.659424
	Iteration 30Q: 3 clusters Score -255419.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -255429.718750 Penalty: 4091.659424
	Iteration 31Q: 3 clusters Score -255429.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -255437.296875 Penalty: 4091.659424
	Iteration 32Q: 3 clusters Score -255437.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -255446.078125 Penalty: 4091.659424
	Iteration 33Q: 3 clusters Score -255446.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -255453.140625 Penalty: 4091.659424
	Iteration 34Q: 3 clusters Score -255453.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -255461.359375 Penalty: 4091.659424
	Iteration 35Q: 3 clusters Score -255461.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -255466.203125 Penalty: 4091.659424
	Iteration 36Q: 3 clusters Score -255466.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -255470.890625 Penalty: 4091.659424
	Iteration 37Q: 3 clusters Score -255470.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -255478.625000 Penalty: 4091.659424
	Iteration 38Q: 3 clusters Score -255478.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -255484.937500 Penalty: 4091.659424
	Iteration 39Q: 3 clusters Score -255484.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -255488.031250 Penalty: 4091.659424
	Iteration 40F: 3 clusters Score -255488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -255492.812500 Penalty: 4091.659424
	Iteration 41Q: 3 clusters Score -255492.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -255498.546875 Penalty: 4091.659424
	Iteration 42Q: 3 clusters Score -255498.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -255504.109375 Penalty: 4091.659424
	Iteration 43Q: 3 clusters Score -255504.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -255513.359375 Penalty: 4091.659424
	Iteration 44Q: 3 clusters Score -255513.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -255521.343750 Penalty: 4091.659424
	Iteration 45Q: 3 clusters Score -255521.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -255527.296875 Penalty: 4091.659424
	Iteration 46Q: 3 clusters Score -255527.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -255533.250000 Penalty: 4091.659424
	Iteration 47Q: 3 clusters Score -255533.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -255540.109375 Penalty: 4091.659424
	Iteration 48Q: 3 clusters Score -255540.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -255561.406250 Penalty: 4091.659424
	Iteration 49Q: 3 clusters Score -255561.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -255587.375000 Penalty: 4091.659424
	Iteration 50Q: 3 clusters Score -255587.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -255602.421875 Penalty: 4091.659424
	Iteration 51Q: 3 clusters Score -255602.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -255621.062500 Penalty: 4091.659424
	Iteration 52Q: 3 clusters Score -255621.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -255628.953125 Penalty: 4091.659424
	Iteration 53Q: 3 clusters Score -255629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -255639.234375 Penalty: 4091.659424
	Iteration 54Q: 3 clusters Score -255639.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -255641.140625 Penalty: 4091.659424
	Iteration 55Q: 3 clusters Score -255641.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -255642.656250 Penalty: 4091.659424
	Iteration 56Q: 3 clusters Score -255642.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -255644.187500 Penalty: 4091.659424
	Iteration 57Q: 3 clusters Score -255644.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -255644.187500 Penalty: 4091.659424
	Iteration 58F: 3 clusters Score -255644.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Entering Unmasked Estep 
Score: -535275.625000 Penalty: 2222.386963
	Iteration 0F: 2 clusters Score -535275.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -528945.375000 Penalty: 4444.773926
	Iteration 0F: 3 clusters Score -528945.4 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -531794.625000 Penalty: 4444.773926
	Iteration 1F: 3 clusters Score -531794.6 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -533531.500000 Penalty: 4444.773926
	Iteration 2F: 3 clusters Score -533531.5 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -535424.875000 Penalty: 4444.773926
	Iteration 3F: 3 clusters Score -535424.9 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -537130.062500 Penalty: 4444.773926
	Iteration 4F: 3 clusters Score -537130.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -538019.687500 Penalty: 4444.773926
	Iteration 5F: 3 clusters Score -538019.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -538176.875000 Penalty: 4444.773926
	Iteration 6Q: 3 clusters Score -538176.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -538208.687500 Penalty: 4444.773926
	Iteration 7Q: 3 clusters Score -538208.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -538219.875000 Penalty: 4444.773926
	Iteration 8Q: 3 clusters Score -538219.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -538231.437500 Penalty: 4444.773926
	Iteration 9Q: 3 clusters Score -538231.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -538239.937500 Penalty: 4444.773926
	Iteration 10Q: 3 clusters Score -538239.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -538246.687500 Penalty: 4444.773926
	Iteration 11Q: 3 clusters Score -538246.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -538251.625000 Penalty: 4444.773926
	Iteration 12Q: 3 clusters Score -538251.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -538257.750000 Penalty: 4444.773926
	Iteration 13Q: 3 clusters Score -538257.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -538261.125000 Penalty: 4444.773926
	Iteration 14Q: 3 clusters Score -538261.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -538263.187500 Penalty: 4444.773926
	Iteration 15Q: 3 clusters Score -538263.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -538265.500000 Penalty: 4444.773926
	Iteration 16Q: 3 clusters Score -538265.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -538267.375000 Penalty: 4444.773926
	Iteration 17Q: 3 clusters Score -538267.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -538273.937500 Penalty: 4444.773926
	Iteration 18Q: 3 clusters Score -538273.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -538279.312500 Penalty: 4444.773926
	Iteration 19Q: 3 clusters Score -538279.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -538283.625000 Penalty: 4444.773926
	Iteration 20F: 3 clusters Score -538283.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -538289.312500 Penalty: 4444.773926
	Iteration 21Q: 3 clusters Score -538289.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -538299.000000 Penalty: 4444.773926
	Iteration 22Q: 3 clusters Score -538299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -538315.437500 Penalty: 4444.773926
	Iteration 23Q: 3 clusters Score -538315.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -538340.500000 Penalty: 4444.773926
	Iteration 24Q: 3 clusters Score -538340.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -538383.437500 Penalty: 4444.773926
	Iteration 25Q: 3 clusters Score -538383.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -538433.750000 Penalty: 4444.773926
	Iteration 26Q: 3 clusters Score -538433.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -538527.875000 Penalty: 4444.773926
	Iteration 27Q: 3 clusters Score -538527.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -538630.375000 Penalty: 4444.773926
	Iteration 28Q: 3 clusters Score -538630.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -538702.625000 Penalty: 4444.773926
	Iteration 29Q: 3 clusters Score -538702.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -538766.812500 Penalty: 4444.773926
	Iteration 30Q: 3 clusters Score -538766.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -538831.875000 Penalty: 4444.773926
	Iteration 31Q: 3 clusters Score -538831.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -538893.000000 Penalty: 4444.773926
	Iteration 32Q: 3 clusters Score -538893 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -538919.500000 Penalty: 4444.773926
	Iteration 33Q: 3 clusters Score -538919.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -538927.750000 Penalty: 4444.773926
	Iteration 34Q: 3 clusters Score -538927.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -538930.437500 Penalty: 4444.773926
	Iteration 35Q: 3 clusters Score -538930.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -538931.875000 Penalty: 4444.773926
	Iteration 36Q: 3 clusters Score -538931.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -538931.750000 Penalty: 4444.773926
	Iteration 37Q: 3 clusters Score -538931.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -538932.375000 Penalty: 4444.773926
	Iteration 38Q: 3 clusters Score -538932.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -538933.375000 Penalty: 4444.773926
	Iteration 39Q: 3 clusters Score -538933.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -538933.375000 Penalty: 4444.773926
	Iteration 40F: 3 clusters Score -538933.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 251442 members 
Mstep: Class 2 contains 7814 members 
Mstep: Class 3 contains 3701 members 
Mstep: Class 4 contains 233669 members 
Mstep: Class 5 contains 88916 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 31114 members 
Mstep: Class 8 contains 169460 members 
Mstep: Class 9 contains 2010 members 
Mstep: Class 10 contains 123021 members 
Mstep: Class 11 contains 207507 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 3825 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 15 contains 46412 members 
Mstep: Class 16 contains 13723 members 
Mstep: Class 17 contains 25747 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 5113 members 
Mstep: Class 20 contains 3737 members 
Mstep: Class 21 contains 4646 members 
Mstep: Class 22 contains 17703 members 
Mstep: Class 23 contains 34660 members 
Mstep: Class 24 contains 17720 members 
Mstep: Class 25 contains 3383 members 
Mstep: Class 26 contains 4890 members 
Mstep: Class 27 contains 30909 members 
Mstep: Class 28 contains 17388 members 
Mstep: Class 29 contains 5853 members 
Mstep: Class 30 contains 4198 members 
Mstep: Class 31 contains 19269 members 
Mstep: Class 32 contains 5936 members 
Mstep: Class 33 contains 2065 members 
Mstep: Class 34 contains 5849 members 
Mstep: Class 35 contains 7028 members 
Mstep: Class 36 contains 1487 members 
Mstep: Class 37 contains 5529 members 
Entering Unmasked Estep 
Score: -102244464.000000 Penalty: 129962.984375
Splitting cluster 14 changes total score from -102228184.000000 to -102244464.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 15 (46412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Entering Unmasked Estep 
Score: -3446745.750000 Penalty: 2664.837891
	Iteration 0F: 2 clusters Score -3446746 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 23160 members 
Entering Unmasked Estep 
Score: -3415474.000000 Penalty: 5329.675781
	Iteration 0F: 3 clusters Score -3415474 nChanged 21369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -3428308.250000 Penalty: 5329.675781
	Iteration 1F: 3 clusters Score -3428308 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -3430340.000000 Penalty: 5329.675781
	Iteration 2F: 3 clusters Score -3430340 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -3432749.000000 Penalty: 5329.675781
	Iteration 3F: 3 clusters Score -3432749 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -3435198.000000 Penalty: 5329.675781
	Iteration 4F: 3 clusters Score -3435198 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -3437136.250000 Penalty: 5329.675781
	Iteration 5F: 3 clusters Score -3437136 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -3438435.250000 Penalty: 5329.675781
	Iteration 6F: 3 clusters Score -3438435 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -3439429.500000 Penalty: 5329.675781
	Iteration 7Q: 3 clusters Score -3439430 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -3440210.500000 Penalty: 5329.675781
	Iteration 8Q: 3 clusters Score -3440210 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -3440890.250000 Penalty: 5329.675781
	Iteration 9Q: 3 clusters Score -3440890 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -3441404.750000 Penalty: 5329.675781
	Iteration 10Q: 3 clusters Score -3441405 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -3441816.500000 Penalty: 5329.675781
	Iteration 11Q: 3 clusters Score -3441816 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -3442106.750000 Penalty: 5329.675781
	Iteration 12Q: 3 clusters Score -3442107 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -3442254.750000 Penalty: 5329.675781
	Iteration 13Q: 3 clusters Score -3442255 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -3442369.250000 Penalty: 5329.675781
	Iteration 14Q: 3 clusters Score -3442369 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -3442425.500000 Penalty: 5329.675781
	Iteration 15Q: 3 clusters Score -3442426 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -3442495.750000 Penalty: 5329.675781
	Iteration 16Q: 3 clusters Score -3442496 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -3442517.750000 Penalty: 5329.675781
	Iteration 17Q: 3 clusters Score -3442518 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -3442548.750000 Penalty: 5329.675781
	Iteration 18Q: 3 clusters Score -3442549 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -3442574.750000 Penalty: 5329.675781
	Iteration 19Q: 3 clusters Score -3442575 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -3442593.750000 Penalty: 5329.675781
	Iteration 20F: 3 clusters Score -3442594 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -3442624.500000 Penalty: 5329.675781
	Iteration 21Q: 3 clusters Score -3442624 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -3442634.000000 Penalty: 5329.675781
	Iteration 22Q: 3 clusters Score -3442634 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -3442659.000000 Penalty: 5329.675781
	Iteration 23Q: 3 clusters Score -3442659 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -3442671.000000 Penalty: 5329.675781
	Iteration 24Q: 3 clusters Score -3442671 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -3442702.750000 Penalty: 5329.675781
	Iteration 25Q: 3 clusters Score -3442703 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -3442733.250000 Penalty: 5329.675781
	Iteration 26Q: 3 clusters Score -3442733 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -3442764.250000 Penalty: 5329.675781
	Iteration 27Q: 3 clusters Score -3442764 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -3442789.250000 Penalty: 5329.675781
	Iteration 28Q: 3 clusters Score -3442789 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -3442824.250000 Penalty: 5329.675781
	Iteration 29Q: 3 clusters Score -3442824 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -3442850.250000 Penalty: 5329.675781
	Iteration 30Q: 3 clusters Score -3442850 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -3442899.750000 Penalty: 5329.675781
	Iteration 31Q: 3 clusters Score -3442900 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -3442926.250000 Penalty: 5329.675781
	Iteration 32Q: 3 clusters Score -3442926 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -3442958.750000 Penalty: 5329.675781
	Iteration 33Q: 3 clusters Score -3442959 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -3442998.500000 Penalty: 5329.675781
	Iteration 34Q: 3 clusters Score -3442998 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -3443036.500000 Penalty: 5329.675781
	Iteration 35Q: 3 clusters Score -3443036 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -3443091.500000 Penalty: 5329.675781
	Iteration 36Q: 3 clusters Score -3443092 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -3443168.750000 Penalty: 5329.675781
	Iteration 37Q: 3 clusters Score -3443169 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -3443266.000000 Penalty: 5329.675781
	Iteration 38Q: 3 clusters Score -3443266 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -3443398.500000 Penalty: 5329.675781
	Iteration 39Q: 3 clusters Score -3443398 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -3443504.250000 Penalty: 5329.675781
	Iteration 40F: 3 clusters Score -3443504 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -3443639.000000 Penalty: 5329.675781
	Iteration 41Q: 3 clusters Score -3443639 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -3443777.000000 Penalty: 5329.675781
	Iteration 42Q: 3 clusters Score -3443777 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -3443940.250000 Penalty: 5329.675781
	Iteration 43Q: 3 clusters Score -3443940 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -3444125.250000 Penalty: 5329.675781
	Iteration 44Q: 3 clusters Score -3444125 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -3444273.750000 Penalty: 5329.675781
	Iteration 45Q: 3 clusters Score -3444274 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -3444420.500000 Penalty: 5329.675781
	Iteration 46Q: 3 clusters Score -3444420 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -3444542.000000 Penalty: 5329.675781
	Iteration 47Q: 3 clusters Score -3444542 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -3444642.500000 Penalty: 5329.675781
	Iteration 48Q: 3 clusters Score -3444642 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -3444740.250000 Penalty: 5329.675781
	Iteration 49Q: 3 clusters Score -3444740 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3444839.000000 Penalty: 5329.675781
	Iteration 50Q: 3 clusters Score -3444839 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -3444900.500000 Penalty: 5329.675781
	Iteration 51Q: 3 clusters Score -3444900 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -3444938.500000 Penalty: 5329.675781
	Iteration 52Q: 3 clusters Score -3444938 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -3444964.250000 Penalty: 5329.675781
	Iteration 53Q: 3 clusters Score -3444964 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -3444986.250000 Penalty: 5329.675781
	Iteration 54Q: 3 clusters Score -3444986 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -3445026.000000 Penalty: 5329.675781
	Iteration 55Q: 3 clusters Score -3445026 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -3445046.500000 Penalty: 5329.675781
	Iteration 56Q: 3 clusters Score -3445046 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -3445076.500000 Penalty: 5329.675781
	Iteration 57Q: 3 clusters Score -3445076 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -3445089.000000 Penalty: 5329.675781
	Iteration 58Q: 3 clusters Score -3445089 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3445103.000000 Penalty: 5329.675781
	Iteration 59Q: 3 clusters Score -3445103 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -3445117.250000 Penalty: 5329.675781
	Iteration 60F: 3 clusters Score -3445117 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -3445121.500000 Penalty: 5329.675781
	Iteration 61Q: 3 clusters Score -3445122 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -3445134.750000 Penalty: 5329.675781
	Iteration 62Q: 3 clusters Score -3445135 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -3445147.750000 Penalty: 5329.675781
	Iteration 63Q: 3 clusters Score -3445148 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -3445147.000000 Penalty: 5329.675781
	Iteration 64Q: 3 clusters Score -3445147 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -3445143.250000 Penalty: 5329.675781
	Iteration 65Q: 3 clusters Score -3445143 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -3445150.000000 Penalty: 5329.675781
	Iteration 66Q: 3 clusters Score -3445150 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -3445160.750000 Penalty: 5329.675781
	Iteration 67Q: 3 clusters Score -3445161 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -3445169.500000 Penalty: 5329.675781
	Iteration 68Q: 3 clusters Score -3445170 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -3445167.750000 Penalty: 5329.675781
	Iteration 69Q: 3 clusters Score -3445168 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -3445175.500000 Penalty: 5329.675781
	Iteration 70Q: 3 clusters Score -3445176 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -3445173.250000 Penalty: 5329.675781
	Iteration 71Q: 3 clusters Score -3445173 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -3445177.750000 Penalty: 5329.675781
	Iteration 72Q: 3 clusters Score -3445178 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -3445188.000000 Penalty: 5329.675781
	Iteration 73Q: 3 clusters Score -3445188 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -3445195.750000 Penalty: 5329.675781
	Iteration 74Q: 3 clusters Score -3445196 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -3445221.750000 Penalty: 5329.675781
	Iteration 75Q: 3 clusters Score -3445222 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -3445240.250000 Penalty: 5329.675781
	Iteration 76Q: 3 clusters Score -3445240 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -3445234.000000 Penalty: 5329.675781
	Iteration 77Q: 3 clusters Score -3445234 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -3445257.500000 Penalty: 5329.675781
	Iteration 78Q: 3 clusters Score -3445258 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -3445264.250000 Penalty: 5329.675781
	Iteration 79Q: 3 clusters Score -3445264 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -3445271.000000 Penalty: 5329.675781
	Iteration 80F: 3 clusters Score -3445271 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -3445289.250000 Penalty: 5329.675781
	Iteration 81Q: 3 clusters Score -3445289 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -3445292.500000 Penalty: 5329.675781
	Iteration 82Q: 3 clusters Score -3445292 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -3445318.250000 Penalty: 5329.675781
	Iteration 83Q: 3 clusters Score -3445318 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -3445342.750000 Penalty: 5329.675781
	Iteration 84Q: 3 clusters Score -3445343 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -3445358.000000 Penalty: 5329.675781
	Iteration 85Q: 3 clusters Score -3445358 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -3445379.750000 Penalty: 5329.675781
	Iteration 86Q: 3 clusters Score -3445380 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -3445396.250000 Penalty: 5329.675781
	Iteration 87Q: 3 clusters Score -3445396 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -3445429.250000 Penalty: 5329.675781
	Iteration 88Q: 3 clusters Score -3445429 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -3445437.000000 Penalty: 5329.675781
	Iteration 89Q: 3 clusters Score -3445437 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -3445456.000000 Penalty: 5329.675781
	Iteration 90Q: 3 clusters Score -3445456 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -3445489.250000 Penalty: 5329.675781
	Iteration 91Q: 3 clusters Score -3445489 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -3445510.500000 Penalty: 5329.675781
	Iteration 92Q: 3 clusters Score -3445510 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -3445515.500000 Penalty: 5329.675781
	Iteration 93Q: 3 clusters Score -3445516 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -3445533.500000 Penalty: 5329.675781
	Iteration 94Q: 3 clusters Score -3445534 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -3445554.500000 Penalty: 5329.675781
	Iteration 95Q: 3 clusters Score -3445554 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -3445570.250000 Penalty: 5329.675781
	Iteration 96Q: 3 clusters Score -3445570 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -3445582.000000 Penalty: 5329.675781
	Iteration 97Q: 3 clusters Score -3445582 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -3445599.000000 Penalty: 5329.675781
	Iteration 98Q: 3 clusters Score -3445599 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -3445621.250000 Penalty: 5329.675781
	Iteration 99Q: 3 clusters Score -3445621 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -3445638.000000 Penalty: 5329.675781
	Iteration 100F: 3 clusters Score -3445638 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -3445655.750000 Penalty: 5329.675781
	Iteration 101Q: 3 clusters Score -3445656 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -3445690.250000 Penalty: 5329.675781
	Iteration 102Q: 3 clusters Score -3445690 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -3445732.500000 Penalty: 5329.675781
	Iteration 103Q: 3 clusters Score -3445732 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -3445777.500000 Penalty: 5329.675781
	Iteration 104Q: 3 clusters Score -3445778 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -3445820.250000 Penalty: 5329.675781
	Iteration 105Q: 3 clusters Score -3445820 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -3445857.750000 Penalty: 5329.675781
	Iteration 106Q: 3 clusters Score -3445858 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -3445896.250000 Penalty: 5329.675781
	Iteration 107Q: 3 clusters Score -3445896 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -3445918.250000 Penalty: 5329.675781
	Iteration 108Q: 3 clusters Score -3445918 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -3445936.750000 Penalty: 5329.675781
	Iteration 109Q: 3 clusters Score -3445937 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -3445962.500000 Penalty: 5329.675781
	Iteration 110Q: 3 clusters Score -3445962 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -3445984.250000 Penalty: 5329.675781
	Iteration 111Q: 3 clusters Score -3445984 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -3445984.250000 Penalty: 5329.675781
	Iteration 112Q: 3 clusters Score -3445984 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -3445993.750000 Penalty: 5329.675781
	Iteration 113Q: 3 clusters Score -3445994 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -3446014.000000 Penalty: 5329.675781
	Iteration 114Q: 3 clusters Score -3446014 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -3446020.000000 Penalty: 5329.675781
	Iteration 115Q: 3 clusters Score -3446020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -3446016.250000 Penalty: 5329.675781
	Iteration 116Q: 3 clusters Score -3446016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -3446024.250000 Penalty: 5329.675781
	Iteration 117Q: 3 clusters Score -3446024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -3446018.500000 Penalty: 5329.675781
	Iteration 118Q: 3 clusters Score -3446018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -3446022.750000 Penalty: 5329.675781
	Iteration 119Q: 3 clusters Score -3446023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -3446025.000000 Penalty: 5329.675781
	Iteration 120F: 3 clusters Score -3446025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -3446025.250000 Penalty: 5329.675781
	Iteration 121Q: 3 clusters Score -3446025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -3446033.250000 Penalty: 5329.675781
	Iteration 122Q: 3 clusters Score -3446033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -3446034.250000 Penalty: 5329.675781
	Iteration 123Q: 3 clusters Score -3446034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -3446040.250000 Penalty: 5329.675781
	Iteration 124Q: 3 clusters Score -3446040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -3446039.500000 Penalty: 5329.675781
	Iteration 125Q: 3 clusters Score -3446040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -3446040.250000 Penalty: 5329.675781
	Iteration 126Q: 3 clusters Score -3446040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -3446039.000000 Penalty: 5329.675781
	Iteration 127Q: 3 clusters Score -3446039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -3446039.750000 Penalty: 5329.675781
	Iteration 128Q: 3 clusters Score -3446040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -3446039.500000 Penalty: 5329.675781
	Iteration 129Q: 3 clusters Score -3446040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -3446035.750000 Penalty: 5329.675781
	Iteration 130Q: 3 clusters Score -3446036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -3446034.250000 Penalty: 5329.675781
	Iteration 131Q: 3 clusters Score -3446034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -3446038.500000 Penalty: 5329.675781
	Iteration 132Q: 3 clusters Score -3446038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -3446038.500000 Penalty: 5329.675781
	Iteration 133F: 3 clusters Score -3446038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25747 members 
Entering Unmasked Estep 
Score: -1891574.000000 Penalty: 2518.706299
	Iteration 0F: 2 clusters Score -1891574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1873899.250000 Penalty: 5037.412598
	Iteration 0F: 3 clusters Score -1873899 nChanged 11463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1880782.500000 Penalty: 5037.412598
	Iteration 1F: 3 clusters Score -1880782 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1882324.625000 Penalty: 5037.412598
	Iteration 2F: 3 clusters Score -1882325 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1884117.875000 Penalty: 5037.412598
	Iteration 3F: 3 clusters Score -1884118 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1885899.000000 Penalty: 5037.412598
	Iteration 4F: 3 clusters Score -1885899 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -1887561.500000 Penalty: 5037.412598
	Iteration 5F: 3 clusters Score -1887562 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -1889072.125000 Penalty: 5037.412598
	Iteration 6F: 3 clusters Score -1889072 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -1890401.250000 Penalty: 5037.412598
	Iteration 7F: 3 clusters Score -1890401 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -1891354.375000 Penalty: 5037.412598
	Iteration 8Q: 3 clusters Score -1891354 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -1891898.000000 Penalty: 5037.412598
	Iteration 9Q: 3 clusters Score -1891898 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -1892218.125000 Penalty: 5037.412598
	Iteration 10Q: 3 clusters Score -1892218 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -1892424.625000 Penalty: 5037.412598
	Iteration 11Q: 3 clusters Score -1892425 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -1892556.375000 Penalty: 5037.412598
	Iteration 12Q: 3 clusters Score -1892556 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -1892654.125000 Penalty: 5037.412598
	Iteration 13Q: 3 clusters Score -1892654 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -1892725.375000 Penalty: 5037.412598
	Iteration 14Q: 3 clusters Score -1892725 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -1892773.875000 Penalty: 5037.412598
	Iteration 15Q: 3 clusters Score -1892774 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -1892806.250000 Penalty: 5037.412598
	Iteration 16Q: 3 clusters Score -1892806 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -1892837.750000 Penalty: 5037.412598
	Iteration 17Q: 3 clusters Score -1892838 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -1892858.625000 Penalty: 5037.412598
	Iteration 18Q: 3 clusters Score -1892859 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -1892872.500000 Penalty: 5037.412598
	Iteration 19Q: 3 clusters Score -1892872 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -1892884.000000 Penalty: 5037.412598
	Iteration 20F: 3 clusters Score -1892884 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -1892886.250000 Penalty: 5037.412598
	Iteration 21Q: 3 clusters Score -1892886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -1892897.000000 Penalty: 5037.412598
	Iteration 22Q: 3 clusters Score -1892897 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -1892905.500000 Penalty: 5037.412598
	Iteration 23Q: 3 clusters Score -1892906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -1892910.000000 Penalty: 5037.412598
	Iteration 24Q: 3 clusters Score -1892910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -1892914.875000 Penalty: 5037.412598
	Iteration 25Q: 3 clusters Score -1892915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -1892915.875000 Penalty: 5037.412598
	Iteration 26Q: 3 clusters Score -1892916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -1892919.125000 Penalty: 5037.412598
	Iteration 27Q: 3 clusters Score -1892919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -1892914.375000 Penalty: 5037.412598
	Iteration 28Q: 3 clusters Score -1892914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -1892917.500000 Penalty: 5037.412598
	Iteration 29Q: 3 clusters Score -1892918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -1892920.875000 Penalty: 5037.412598
	Iteration 30Q: 3 clusters Score -1892921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -1892923.750000 Penalty: 5037.412598
	Iteration 31Q: 3 clusters Score -1892924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -1892923.875000 Penalty: 5037.412598
	Iteration 32Q: 3 clusters Score -1892924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -1892922.250000 Penalty: 5037.412598
	Iteration 33Q: 3 clusters Score -1892922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -1892919.125000 Penalty: 5037.412598
	Iteration 34Q: 3 clusters Score -1892919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -1892918.250000 Penalty: 5037.412598
	Iteration 35Q: 3 clusters Score -1892918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -1892918.250000 Penalty: 5037.412598
	Iteration 36F: 3 clusters Score -1892918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 251442 members 
Mstep: Class 2 contains 7814 members 
Mstep: Class 3 contains 3701 members 
Mstep: Class 4 contains 233669 members 
Mstep: Class 5 contains 88916 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 31114 members 
Mstep: Class 8 contains 169460 members 
Mstep: Class 9 contains 2010 members 
Mstep: Class 10 contains 123021 members 
Mstep: Class 11 contains 207507 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 3825 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 15 contains 46412 members 
Mstep: Class 16 contains 13723 members 
Mstep: Class 17 contains 3757 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 5113 members 
Mstep: Class 20 contains 3737 members 
Mstep: Class 21 contains 4646 members 
Mstep: Class 22 contains 17703 members 
Mstep: Class 23 contains 34660 members 
Mstep: Class 24 contains 17720 members 
Mstep: Class 25 contains 3383 members 
Mstep: Class 26 contains 4890 members 
Mstep: Class 27 contains 30909 members 
Mstep: Class 28 contains 17388 members 
Mstep: Class 29 contains 5853 members 
Mstep: Class 30 contains 4198 members 
Mstep: Class 31 contains 19269 members 
Mstep: Class 32 contains 5936 members 
Mstep: Class 33 contains 2065 members 
Mstep: Class 34 contains 5849 members 
Mstep: Class 35 contains 7028 members 
Mstep: Class 36 contains 1487 members 
Mstep: Class 37 contains 5529 members 
Mstep: Class 38 contains 21990 members 
Entering Unmasked Estep 
Score: -102244576.000000 Penalty: 133475.500000
Splitting cluster 17 changes total score from -102228184.000000 to -102244576.000000
So it's getting split into cluster 38.
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: -155504.500000 Penalty: 1909.785522
	Iteration 0F: 2 clusters Score -155504.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -152777.562500 Penalty: 3819.571045
	Iteration 0F: 3 clusters Score -152777.6 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -153376.015625 Penalty: 3819.571045
	Iteration 1F: 3 clusters Score -153376 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -153776.406250 Penalty: 3819.571045
	Iteration 2F: 3 clusters Score -153776.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -154195.953125 Penalty: 3819.571045
	Iteration 3F: 3 clusters Score -154196 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -154398.937500 Penalty: 3819.571045
	Iteration 4F: 3 clusters Score -154398.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -154573.046875 Penalty: 3819.571045
	Iteration 5F: 3 clusters Score -154573 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -154711.234375 Penalty: 3819.571045
	Iteration 6Q: 3 clusters Score -154711.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -154807.000000 Penalty: 3819.571045
	Iteration 7Q: 3 clusters Score -154807 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -154890.890625 Penalty: 3819.571045
	Iteration 8Q: 3 clusters Score -154890.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -154927.671875 Penalty: 3819.571045
	Iteration 9Q: 3 clusters Score -154927.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -154969.578125 Penalty: 3819.571045
	Iteration 10Q: 3 clusters Score -154969.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -155005.281250 Penalty: 3819.571045
	Iteration 11Q: 3 clusters Score -155005.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -155033.640625 Penalty: 3819.571045
	Iteration 12Q: 3 clusters Score -155033.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -155053.484375 Penalty: 3819.571045
	Iteration 13Q: 3 clusters Score -155053.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -155072.671875 Penalty: 3819.571045
	Iteration 14Q: 3 clusters Score -155072.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -155088.359375 Penalty: 3819.571045
	Iteration 15Q: 3 clusters Score -155088.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -155115.921875 Penalty: 3819.571045
	Iteration 16Q: 3 clusters Score -155115.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -155155.843750 Penalty: 3819.571045
	Iteration 17Q: 3 clusters Score -155155.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -155193.234375 Penalty: 3819.571045
	Iteration 18Q: 3 clusters Score -155193.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -155206.718750 Penalty: 3819.571045
	Iteration 19Q: 3 clusters Score -155206.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -155209.015625 Penalty: 3819.571045
	Iteration 20F: 3 clusters Score -155209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -155214.656250 Penalty: 3819.571045
	Iteration 21Q: 3 clusters Score -155214.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -155220.515625 Penalty: 3819.571045
	Iteration 22Q: 3 clusters Score -155220.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -155222.843750 Penalty: 3819.571045
	Iteration 23Q: 3 clusters Score -155222.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -155224.890625 Penalty: 3819.571045
	Iteration 24Q: 3 clusters Score -155224.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -155227.687500 Penalty: 3819.571045
	Iteration 25Q: 3 clusters Score -155227.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -155227.687500 Penalty: 3819.571045
	Iteration 26F: 3 clusters Score -155227.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Entering Unmasked Estep 
Score: -367245.093750 Penalty: 2117.806152
	Iteration 0F: 2 clusters Score -367245.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -362684.093750 Penalty: 4235.612305
	Iteration 0F: 3 clusters Score -362684.1 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -363766.375000 Penalty: 4235.612305
	Iteration 1F: 3 clusters Score -363766.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -364017.062500 Penalty: 4235.612305
	Iteration 2F: 3 clusters Score -364017.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -364217.500000 Penalty: 4235.612305
	Iteration 3F: 3 clusters Score -364217.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -364412.937500 Penalty: 4235.612305
	Iteration 4Q: 3 clusters Score -364412.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -364641.125000 Penalty: 4235.612305
	Iteration 5Q: 3 clusters Score -364641.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -364936.750000 Penalty: 4235.612305
	Iteration 6F: 3 clusters Score -364936.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -365238.156250 Penalty: 4235.612305
	Iteration 7F: 3 clusters Score -365238.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -365457.093750 Penalty: 4235.612305
	Iteration 8Q: 3 clusters Score -365457.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -365626.062500 Penalty: 4235.612305
	Iteration 9Q: 3 clusters Score -365626.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -365746.093750 Penalty: 4235.612305
	Iteration 10Q: 3 clusters Score -365746.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -365824.343750 Penalty: 4235.612305
	Iteration 11Q: 3 clusters Score -365824.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -365901.125000 Penalty: 4235.612305
	Iteration 12Q: 3 clusters Score -365901.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -365984.812500 Penalty: 4235.612305
	Iteration 13Q: 3 clusters Score -365984.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -366088.937500 Penalty: 4235.612305
	Iteration 14Q: 3 clusters Score -366088.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -366176.562500 Penalty: 4235.612305
	Iteration 15Q: 3 clusters Score -366176.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -366221.093750 Penalty: 4235.612305
	Iteration 16Q: 3 clusters Score -366221.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -366242.375000 Penalty: 4235.612305
	Iteration 17Q: 3 clusters Score -366242.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -366262.562500 Penalty: 4235.612305
	Iteration 18Q: 3 clusters Score -366262.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -366279.000000 Penalty: 4235.612305
	Iteration 19Q: 3 clusters Score -366279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -366289.937500 Penalty: 4235.612305
	Iteration 20F: 3 clusters Score -366289.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -366298.125000 Penalty: 4235.612305
	Iteration 21Q: 3 clusters Score -366298.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -366307.156250 Penalty: 4235.612305
	Iteration 22Q: 3 clusters Score -366307.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -366321.781250 Penalty: 4235.612305
	Iteration 23Q: 3 clusters Score -366321.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -366331.468750 Penalty: 4235.612305
	Iteration 24Q: 3 clusters Score -366331.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -366341.687500 Penalty: 4235.612305
	Iteration 25Q: 3 clusters Score -366341.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -366350.843750 Penalty: 4235.612305
	Iteration 26Q: 3 clusters Score -366350.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -366355.656250 Penalty: 4235.612305
	Iteration 27Q: 3 clusters Score -366355.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -366360.437500 Penalty: 4235.612305
	Iteration 28Q: 3 clusters Score -366360.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -366363.937500 Penalty: 4235.612305
	Iteration 29Q: 3 clusters Score -366363.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -366365.250000 Penalty: 4235.612305
	Iteration 30Q: 3 clusters Score -366365.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -366366.718750 Penalty: 4235.612305
	Iteration 31Q: 3 clusters Score -366366.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -366367.750000 Penalty: 4235.612305
	Iteration 32Q: 3 clusters Score -366367.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -366367.968750 Penalty: 4235.612305
	Iteration 33Q: 3 clusters Score -366368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -366367.968750 Penalty: 4235.612305
	Iteration 34F: 3 clusters Score -366368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -286182.406250 Penalty: 2040.057373
	Iteration 0F: 2 clusters Score -286182.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -282466.375000 Penalty: 4080.114746
	Iteration 0F: 3 clusters Score -282466.4 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -283256.781250 Penalty: 4080.114746
	Iteration 1F: 3 clusters Score -283256.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -283425.187500 Penalty: 4080.114746
	Iteration 2F: 3 clusters Score -283425.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -283516.156250 Penalty: 4080.114746
	Iteration 3Q: 3 clusters Score -283516.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -283588.437500 Penalty: 4080.114746
	Iteration 4Q: 3 clusters Score -283588.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -283655.250000 Penalty: 4080.114746
	Iteration 5Q: 3 clusters Score -283655.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -283708.781250 Penalty: 4080.114746
	Iteration 6Q: 3 clusters Score -283708.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -283744.125000 Penalty: 4080.114746
	Iteration 7Q: 3 clusters Score -283744.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -283773.312500 Penalty: 4080.114746
	Iteration 8Q: 3 clusters Score -283773.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -283792.750000 Penalty: 4080.114746
	Iteration 9Q: 3 clusters Score -283792.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -283809.531250 Penalty: 4080.114746
	Iteration 10Q: 3 clusters Score -283809.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -283825.093750 Penalty: 4080.114746
	Iteration 11Q: 3 clusters Score -283825.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -283837.125000 Penalty: 4080.114746
	Iteration 12Q: 3 clusters Score -283837.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -283849.250000 Penalty: 4080.114746
	Iteration 13Q: 3 clusters Score -283849.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -283858.937500 Penalty: 4080.114746
	Iteration 14Q: 3 clusters Score -283858.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -283863.250000 Penalty: 4080.114746
	Iteration 15Q: 3 clusters Score -283863.2 nChanged 13
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: -283869.343750 Penalty: 4080.114746
	Iteration 16Q: 3 clusters Score -283869.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -283880.437500 Penalty: 4080.114746
	Iteration 17Q: 3 clusters Score -283880.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -283889.968750 Penalty: 4080.114746
	Iteration 18Q: 3 clusters Score -283890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -283903.625000 Penalty: 4080.114746
	Iteration 19Q: 3 clusters Score -283903.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -283918.781250 Penalty: 4080.114746
	Iteration 20F: 3 clusters Score -283918.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -283935.375000 Penalty: 4080.114746
	Iteration 21Q: 3 clusters Score -283935.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -283954.281250 Penalty: 4080.114746
	Iteration 22Q: 3 clusters Score -283954.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -283965.812500 Penalty: 4080.114746
	Iteration 23Q: 3 clusters Score -283965.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -283979.781250 Penalty: 4080.114746
	Iteration 24Q: 3 clusters Score -283979.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -283990.000000 Penalty: 4080.114746
	Iteration 25Q: 3 clusters Score -283990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -284001.593750 Penalty: 4080.114746
	Iteration 26Q: 3 clusters Score -284001.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -284012.218750 Penalty: 4080.114746
	Iteration 27Q: 3 clusters Score -284012.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -284021.562500 Penalty: 4080.114746
	Iteration 28Q: 3 clusters Score -284021.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -284031.906250 Penalty: 4080.114746
	Iteration 29Q: 3 clusters Score -284031.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -284047.500000 Penalty: 4080.114746
	Iteration 30Q: 3 clusters Score -284047.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -284059.625000 Penalty: 4080.114746
	Iteration 31Q: 3 clusters Score -284059.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -284070.875000 Penalty: 4080.114746
	Iteration 32Q: 3 clusters Score -284070.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -284079.750000 Penalty: 4080.114746
	Iteration 33Q: 3 clusters Score -284079.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -284085.406250 Penalty: 4080.114746
	Iteration 34Q: 3 clusters Score -284085.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -284088.718750 Penalty: 4080.114746
	Iteration 35Q: 3 clusters Score -284088.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -284091.718750 Penalty: 4080.114746
	Iteration 36Q: 3 clusters Score -284091.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -284095.500000 Penalty: 4080.114746
	Iteration 37Q: 3 clusters Score -284095.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -284098.312500 Penalty: 4080.114746
	Iteration 38Q: 3 clusters Score -284098.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -284103.187500 Penalty: 4080.114746
	Iteration 39Q: 3 clusters Score -284103.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -284105.562500 Penalty: 4080.114746
	Iteration 40F: 3 clusters Score -284105.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -284107.812500 Penalty: 4080.114746
	Iteration 41Q: 3 clusters Score -284107.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -284113.187500 Penalty: 4080.114746
	Iteration 42Q: 3 clusters Score -284113.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -284120.093750 Penalty: 4080.114746
	Iteration 43Q: 3 clusters Score -284120.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -284125.468750 Penalty: 4080.114746
	Iteration 44Q: 3 clusters Score -284125.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -284128.500000 Penalty: 4080.114746
	Iteration 45Q: 3 clusters Score -284128.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -284132.906250 Penalty: 4080.114746
	Iteration 46Q: 3 clusters Score -284132.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -284137.062500 Penalty: 4080.114746
	Iteration 47Q: 3 clusters Score -284137.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -284142.000000 Penalty: 4080.114746
	Iteration 48Q: 3 clusters Score -284142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -284146.156250 Penalty: 4080.114746
	Iteration 49Q: 3 clusters Score -284146.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -284151.812500 Penalty: 4080.114746
	Iteration 50Q: 3 clusters Score -284151.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -284158.531250 Penalty: 4080.114746
	Iteration 51Q: 3 clusters Score -284158.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -284161.968750 Penalty: 4080.114746
	Iteration 52Q: 3 clusters Score -284162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -284165.156250 Penalty: 4080.114746
	Iteration 53Q: 3 clusters Score -284165.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -284168.500000 Penalty: 4080.114746
	Iteration 54Q: 3 clusters Score -284168.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -284174.437500 Penalty: 4080.114746
	Iteration 55Q: 3 clusters Score -284174.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -284176.406250 Penalty: 4080.114746
	Iteration 56Q: 3 clusters Score -284176.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -284178.093750 Penalty: 4080.114746
	Iteration 57Q: 3 clusters Score -284178.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -284181.593750 Penalty: 4080.114746
	Iteration 58Q: 3 clusters Score -284181.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -284184.375000 Penalty: 4080.114746
	Iteration 59Q: 3 clusters Score -284184.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -284187.843750 Penalty: 4080.114746
	Iteration 60F: 3 clusters Score -284187.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -284192.031250 Penalty: 4080.114746
	Iteration 61Q: 3 clusters Score -284192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -284195.375000 Penalty: 4080.114746
	Iteration 62Q: 3 clusters Score -284195.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -284196.968750 Penalty: 4080.114746
	Iteration 63Q: 3 clusters Score -284197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -284200.968750 Penalty: 4080.114746
	Iteration 64Q: 3 clusters Score -284201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -284202.875000 Penalty: 4080.114746
	Iteration 65Q: 3 clusters Score -284202.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -284204.781250 Penalty: 4080.114746
	Iteration 66Q: 3 clusters Score -284204.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -284206.437500 Penalty: 4080.114746
	Iteration 67Q: 3 clusters Score -284206.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -284207.875000 Penalty: 4080.114746
	Iteration 68Q: 3 clusters Score -284207.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -284210.312500 Penalty: 4080.114746
	Iteration 69Q: 3 clusters Score -284210.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -284212.875000 Penalty: 4080.114746
	Iteration 70Q: 3 clusters Score -284212.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -284214.500000 Penalty: 4080.114746
	Iteration 71Q: 3 clusters Score -284214.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -284215.968750 Penalty: 4080.114746
	Iteration 72Q: 3 clusters Score -284216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -284217.125000 Penalty: 4080.114746
	Iteration 73Q: 3 clusters Score -284217.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -284217.687500 Penalty: 4080.114746
	Iteration 74Q: 3 clusters Score -284217.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -284218.468750 Penalty: 4080.114746
	Iteration 75Q: 3 clusters Score -284218.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -284219.312500 Penalty: 4080.114746
	Iteration 76Q: 3 clusters Score -284219.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -284219.500000 Penalty: 4080.114746
	Iteration 77Q: 3 clusters Score -284219.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -284221.437500 Penalty: 4080.114746
	Iteration 78Q: 3 clusters Score -284221.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -284222.406250 Penalty: 4080.114746
	Iteration 79Q: 3 clusters Score -284222.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -284223.218750 Penalty: 4080.114746
	Iteration 80F: 3 clusters Score -284223.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -284223.312500 Penalty: 4080.114746
	Iteration 81Q: 3 clusters Score -284223.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -284223.312500 Penalty: 4080.114746
	Iteration 82F: 3 clusters Score -284223.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Entering Unmasked Estep 
Score: -271865.031250 Penalty: 2094.052979
	Iteration 0F: 2 clusters Score -271865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -267687.593750 Penalty: 4188.105957
	Iteration 0F: 3 clusters Score -267687.6 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -269254.531250 Penalty: 4188.105957
	Iteration 1F: 3 clusters Score -269254.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -269881.000000 Penalty: 4188.105957
	Iteration 2F: 3 clusters Score -269881 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -270292.750000 Penalty: 4188.105957
	Iteration 3F: 3 clusters Score -270292.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -270574.750000 Penalty: 4188.105957
	Iteration 4F: 3 clusters Score -270574.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -270772.031250 Penalty: 4188.105957
	Iteration 5Q: 3 clusters Score -270772 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -270929.250000 Penalty: 4188.105957
	Iteration 6Q: 3 clusters Score -270929.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -271095.687500 Penalty: 4188.105957
	Iteration 7Q: 3 clusters Score -271095.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -271236.656250 Penalty: 4188.105957
	Iteration 8Q: 3 clusters Score -271236.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -271338.343750 Penalty: 4188.105957
	Iteration 9Q: 3 clusters Score -271338.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -271417.531250 Penalty: 4188.105957
	Iteration 10Q: 3 clusters Score -271417.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -271475.843750 Penalty: 4188.105957
	Iteration 11Q: 3 clusters Score -271475.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -271511.656250 Penalty: 4188.105957
	Iteration 12Q: 3 clusters Score -271511.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -271531.812500 Penalty: 4188.105957
	Iteration 13Q: 3 clusters Score -271531.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -271547.750000 Penalty: 4188.105957
	Iteration 14Q: 3 clusters Score -271547.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -271555.312500 Penalty: 4188.105957
	Iteration 15Q: 3 clusters Score -271555.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -271560.625000 Penalty: 4188.105957
	Iteration 16Q: 3 clusters Score -271560.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -271564.312500 Penalty: 4188.105957
	Iteration 17Q: 3 clusters Score -271564.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -271566.000000 Penalty: 4188.105957
	Iteration 18Q: 3 clusters Score -271566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -271568.250000 Penalty: 4188.105957
	Iteration 19Q: 3 clusters Score -271568.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -271569.187500 Penalty: 4188.105957
	Iteration 20F: 3 clusters Score -271569.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -271570.531250 Penalty: 4188.105957
	Iteration 21Q: 3 clusters Score -271570.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -271570.968750 Penalty: 4188.105957
	Iteration 22Q: 3 clusters Score -271571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -271571.250000 Penalty: 4188.105957
	Iteration 23Q: 3 clusters Score -271571.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -271571.750000 Penalty: 4188.105957
	Iteration 24Q: 3 clusters Score -271571.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -271571.750000 Penalty: 4188.105957
	Iteration 25F: 3 clusters Score -271571.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Entering Unmasked Estep 
Score: -1165036.750000 Penalty: 2425.809326
	Iteration 0F: 2 clusters Score -1165037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1152485.250000 Penalty: 4851.618652
	Iteration 0F: 3 clusters Score -1152485 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1156787.625000 Penalty: 4851.618652
	Iteration 1F: 3 clusters Score -1156788 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1157496.625000 Penalty: 4851.618652
	Iteration 2F: 3 clusters Score -1157497 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1158207.375000 Penalty: 4851.618652
	Iteration 3F: 3 clusters Score -1158207 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1158875.000000 Penalty: 4851.618652
	Iteration 4F: 3 clusters Score -1158875 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1159480.750000 Penalty: 4851.618652
	Iteration 5F: 3 clusters Score -1159481 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1160025.625000 Penalty: 4851.618652
	Iteration 6F: 3 clusters Score -1160026 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1160515.750000 Penalty: 4851.618652
	Iteration 7Q: 3 clusters Score -1160516 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1160976.750000 Penalty: 4851.618652
	Iteration 8Q: 3 clusters Score -1160977 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1161423.750000 Penalty: 4851.618652
	Iteration 9Q: 3 clusters Score -1161424 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1161809.250000 Penalty: 4851.618652
	Iteration 10Q: 3 clusters Score -1161809 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1162133.125000 Penalty: 4851.618652
	Iteration 11Q: 3 clusters Score -1162133 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1162394.375000 Penalty: 4851.618652
	Iteration 12Q: 3 clusters Score -1162394 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1162599.000000 Penalty: 4851.618652
	Iteration 13Q: 3 clusters Score -1162599 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1162795.625000 Penalty: 4851.618652
	Iteration 14Q: 3 clusters Score -1162796 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1162950.625000 Penalty: 4851.618652
	Iteration 15Q: 3 clusters Score -1162951 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1163082.625000 Penalty: 4851.618652
	Iteration 16Q: 3 clusters Score -1163083 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1163180.000000 Penalty: 4851.618652
	Iteration 17Q: 3 clusters Score -1163180 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -1163272.500000 Penalty: 4851.618652
	Iteration 18Q: 3 clusters Score -1163272 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1163330.875000 Penalty: 4851.618652
	Iteration 19Q: 3 clusters Score -1163331 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -1163394.500000 Penalty: 4851.618652
	Iteration 20F: 3 clusters Score -1163394 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1163449.500000 Penalty: 4851.618652
	Iteration 21Q: 3 clusters Score -1163450 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1163498.375000 Penalty: 4851.618652
	Iteration 22Q: 3 clusters Score -1163498 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -1163529.250000 Penalty: 4851.618652
	Iteration 23Q: 3 clusters Score -1163529 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -1163547.375000 Penalty: 4851.618652
	Iteration 24Q: 3 clusters Score -1163547 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -1163564.250000 Penalty: 4851.618652
	Iteration 25Q: 3 clusters Score -1163564 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -1163573.125000 Penalty: 4851.618652
	Iteration 26Q: 3 clusters Score -1163573 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -1163594.375000 Penalty: 4851.618652
	Iteration 27Q: 3 clusters Score -1163594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -1163606.875000 Penalty: 4851.618652
	Iteration 28Q: 3 clusters Score -1163607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -1163611.125000 Penalty: 4851.618652
	Iteration 29Q: 3 clusters Score -1163611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -1163617.375000 Penalty: 4851.618652
	Iteration 30Q: 3 clusters Score -1163617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -1163620.125000 Penalty: 4851.618652
	Iteration 31Q: 3 clusters Score -1163620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -1163628.625000 Penalty: 4851.618652
	Iteration 32Q: 3 clusters Score -1163629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -1163629.875000 Penalty: 4851.618652
	Iteration 33Q: 3 clusters Score -1163630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -1163635.625000 Penalty: 4851.618652
	Iteration 34Q: 3 clusters Score -1163636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -1163637.500000 Penalty: 4851.618652
	Iteration 35Q: 3 clusters Score -1163638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -1163645.375000 Penalty: 4851.618652
	Iteration 36Q: 3 clusters Score -1163645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -1163646.500000 Penalty: 4851.618652
	Iteration 37Q: 3 clusters Score -1163646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -1163647.625000 Penalty: 4851.618652
	Iteration 38Q: 3 clusters Score -1163648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -1163648.125000 Penalty: 4851.618652
	Iteration 39Q: 3 clusters Score -1163648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -1163646.625000 Penalty: 4851.618652
	Iteration 40F: 3 clusters Score -1163647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -1163648.375000 Penalty: 4851.618652
	Iteration 41Q: 3 clusters Score -1163648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -1163648.375000 Penalty: 4851.618652
	Iteration 42F: 3 clusters Score -1163648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (34660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Entering Unmasked Estep 
Score: -2751437.250000 Penalty: 2592.428711
	Iteration 0F: 2 clusters Score -2751437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2727926.000000 Penalty: 5184.857422
	Iteration 0F: 3 clusters Score -2727926 nChanged 15546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2736310.750000 Penalty: 5184.857422
	Iteration 1F: 3 clusters Score -2736311 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2736795.500000 Penalty: 5184.857422
	Iteration 2Q: 3 clusters Score -2736796 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2737319.750000 Penalty: 5184.857422
	Iteration 3Q: 3 clusters Score -2737320 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2738045.000000 Penalty: 5184.857422
	Iteration 4Q: 3 clusters Score -2738045 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -2739143.500000 Penalty: 5184.857422
	Iteration 5F: 3 clusters Score -2739144 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -2740552.250000 Penalty: 5184.857422
	Iteration 6F: 3 clusters Score -2740552 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -2742328.500000 Penalty: 5184.857422
	Iteration 7F: 3 clusters Score -2742328 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -2744353.500000 Penalty: 5184.857422
	Iteration 8F: 3 clusters Score -2744354 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -2746151.500000 Penalty: 5184.857422
	Iteration 9F: 3 clusters Score -2746152 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -2747484.250000 Penalty: 5184.857422
	Iteration 10Q: 3 clusters Score -2747484 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -2748282.500000 Penalty: 5184.857422
	Iteration 11Q: 3 clusters Score -2748282 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -2748720.250000 Penalty: 5184.857422
	Iteration 12Q: 3 clusters Score -2748720 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -2748980.250000 Penalty: 5184.857422
	Iteration 13Q: 3 clusters Score -2748980 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -2749167.000000 Penalty: 5184.857422
	Iteration 14Q: 3 clusters Score -2749167 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -2749297.750000 Penalty: 5184.857422
	Iteration 15Q: 3 clusters Score -2749298 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -2749401.750000 Penalty: 5184.857422
	Iteration 16Q: 3 clusters Score -2749402 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -2749503.750000 Penalty: 5184.857422
	Iteration 17Q: 3 clusters Score -2749504 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -2749568.500000 Penalty: 5184.857422
	Iteration 18Q: 3 clusters Score -2749568 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -2749621.250000 Penalty: 5184.857422
	Iteration 19Q: 3 clusters Score -2749621 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -2749667.750000 Penalty: 5184.857422
	Iteration 20F: 3 clusters Score -2749668 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -2749697.250000 Penalty: 5184.857422
	Iteration 21Q: 3 clusters Score -2749697 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -2749713.250000 Penalty: 5184.857422
	Iteration 22Q: 3 clusters Score -2749713 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -2749730.000000 Penalty: 5184.857422
	Iteration 23Q: 3 clusters Score -2749730 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -2749746.000000 Penalty: 5184.857422
	Iteration 24Q: 3 clusters Score -2749746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -2749755.750000 Penalty: 5184.857422
	Iteration 25Q: 3 clusters Score -2749756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -2749761.000000 Penalty: 5184.857422
	Iteration 26Q: 3 clusters Score -2749761 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -2749768.750000 Penalty: 5184.857422
	Iteration 27Q: 3 clusters Score -2749769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -2749776.250000 Penalty: 5184.857422
	Iteration 28Q: 3 clusters Score -2749776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -2749790.000000 Penalty: 5184.857422
	Iteration 29Q: 3 clusters Score -2749790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -2749785.750000 Penalty: 5184.857422
	Iteration 30Q: 3 clusters Score -2749786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -2749785.250000 Penalty: 5184.857422
	Iteration 31Q: 3 clusters Score -2749785 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -2749793.500000 Penalty: 5184.857422
	Iteration 32Q: 3 clusters Score -2749794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -2749799.250000 Penalty: 5184.857422
	Iteration 33Q: 3 clusters Score -2749799 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -2749800.250000 Penalty: 5184.857422
	Iteration 34Q: 3 clusters Score -2749800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -2749806.250000 Penalty: 5184.857422
	Iteration 35Q: 3 clusters Score -2749806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -2749816.500000 Penalty: 5184.857422
	Iteration 36Q: 3 clusters Score -2749816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -2749834.000000 Penalty: 5184.857422
	Iteration 37Q: 3 clusters Score -2749834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -2749835.750000 Penalty: 5184.857422
	Iteration 38Q: 3 clusters Score -2749836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -2749847.500000 Penalty: 5184.857422
	Iteration 39Q: 3 clusters Score -2749848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -2749867.750000 Penalty: 5184.857422
	Iteration 40F: 3 clusters Score -2749868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -2749877.250000 Penalty: 5184.857422
	Iteration 41Q: 3 clusters Score -2749877 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -2749891.500000 Penalty: 5184.857422
	Iteration 42Q: 3 clusters Score -2749892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -2749903.250000 Penalty: 5184.857422
	Iteration 43Q: 3 clusters Score -2749903 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -2749928.250000 Penalty: 5184.857422
	Iteration 44Q: 3 clusters Score -2749928 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -2749968.500000 Penalty: 5184.857422
	Iteration 45Q: 3 clusters Score -2749968 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -2750004.000000 Penalty: 5184.857422
	Iteration 46Q: 3 clusters Score -2750004 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -2750051.000000 Penalty: 5184.857422
	Iteration 47Q: 3 clusters Score -2750051 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -2750095.250000 Penalty: 5184.857422
	Iteration 48Q: 3 clusters Score -2750095 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -2750117.250000 Penalty: 5184.857422
	Iteration 49Q: 3 clusters Score -2750117 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -2750140.750000 Penalty: 5184.857422
	Iteration 50Q: 3 clusters Score -2750141 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -2750169.250000 Penalty: 5184.857422
	Iteration 51Q: 3 clusters Score -2750169 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -2750190.750000 Penalty: 5184.857422
	Iteration 52Q: 3 clusters Score -2750191 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -2750212.750000 Penalty: 5184.857422
	Iteration 53Q: 3 clusters Score -2750213 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -2750221.750000 Penalty: 5184.857422
	Iteration 54Q: 3 clusters Score -2750222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -2750231.250000 Penalty: 5184.857422
	Iteration 55Q: 3 clusters Score -2750231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -2750238.250000 Penalty: 5184.857422
	Iteration 56Q: 3 clusters Score -2750238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -2750248.000000 Penalty: 5184.857422
	Iteration 57Q: 3 clusters Score -2750248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -2750243.750000 Penalty: 5184.857422
	Iteration 58Q: 3 clusters Score -2750244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -2750251.000000 Penalty: 5184.857422
	Iteration 59Q: 3 clusters Score -2750251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -2750256.000000 Penalty: 5184.857422
	Iteration 60F: 3 clusters Score -2750256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -2750271.250000 Penalty: 5184.857422
	Iteration 61Q: 3 clusters Score -2750271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -2750267.750000 Penalty: 5184.857422
	Iteration 62Q: 3 clusters Score -2750268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -2750265.500000 Penalty: 5184.857422
	Iteration 63Q: 3 clusters Score -2750266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -2750269.500000 Penalty: 5184.857422
	Iteration 64Q: 3 clusters Score -2750270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -2750272.750000 Penalty: 5184.857422
	Iteration 65Q: 3 clusters Score -2750273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -2750277.750000 Penalty: 5184.857422
	Iteration 66Q: 3 clusters Score -2750278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -2750285.500000 Penalty: 5184.857422
	Iteration 67Q: 3 clusters Score -2750286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -2750294.250000 Penalty: 5184.857422
	Iteration 68Q: 3 clusters Score -2750294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -2750293.000000 Penalty: 5184.857422
	Iteration 69Q: 3 clusters Score -2750293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -2750295.750000 Penalty: 5184.857422
	Iteration 70Q: 3 clusters Score -2750296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -2750300.000000 Penalty: 5184.857422
	Iteration 71Q: 3 clusters Score -2750300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -2750298.250000 Penalty: 5184.857422
	Iteration 72Q: 3 clusters Score -2750298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -2750300.000000 Penalty: 5184.857422
	Iteration 73Q: 3 clusters Score -2750300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -2750300.000000 Penalty: 5184.857422
	Iteration 74F: 3 clusters Score -2750300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Entering Unmasked Estep 
Score: -1305502.750000 Penalty: 2426.047363
	Iteration 0F: 2 clusters Score -1305503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1292973.375000 Penalty: 4852.094727
	Iteration 0F: 3 clusters Score -1292973 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1297657.750000 Penalty: 4852.094727
	Iteration 1F: 3 clusters Score -1297658 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1299025.500000 Penalty: 4852.094727
	Iteration 2F: 3 clusters Score -1299026 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1300864.125000 Penalty: 4852.094727
	Iteration 3F: 3 clusters Score -1300864 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1302565.750000 Penalty: 4852.094727
	Iteration 4F: 3 clusters Score -1302566 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1303718.375000 Penalty: 4852.094727
	Iteration 5F: 3 clusters Score -1303718 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1304366.375000 Penalty: 4852.094727
	Iteration 6F: 3 clusters Score -1304366 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1304736.750000 Penalty: 4852.094727
	Iteration 7Q: 3 clusters Score -1304737 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1304945.125000 Penalty: 4852.094727
	Iteration 8Q: 3 clusters Score -1304945 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1305085.125000 Penalty: 4852.094727
	Iteration 9Q: 3 clusters Score -1305085 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1305180.500000 Penalty: 4852.094727
	Iteration 10Q: 3 clusters Score -1305180 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1305237.750000 Penalty: 4852.094727
	Iteration 11Q: 3 clusters Score -1305238 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1305289.625000 Penalty: 4852.094727
	Iteration 12Q: 3 clusters Score -1305290 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1305327.625000 Penalty: 4852.094727
	Iteration 13Q: 3 clusters Score -1305328 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1305354.750000 Penalty: 4852.094727
	Iteration 14Q: 3 clusters Score -1305355 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1305387.875000 Penalty: 4852.094727
	Iteration 15Q: 3 clusters Score -1305388 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1305406.000000 Penalty: 4852.094727
	Iteration 16Q: 3 clusters Score -1305406 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1305413.750000 Penalty: 4852.094727
	Iteration 17Q: 3 clusters Score -1305414 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1305423.250000 Penalty: 4852.094727
	Iteration 18Q: 3 clusters Score -1305423 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1305427.375000 Penalty: 4852.094727
	Iteration 19Q: 3 clusters Score -1305427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1305433.750000 Penalty: 4852.094727
	Iteration 20F: 3 clusters Score -1305434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1305435.375000 Penalty: 4852.094727
	Iteration 21Q: 3 clusters Score -1305435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1305436.625000 Penalty: 4852.094727
	Iteration 22Q: 3 clusters Score -1305437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1305444.875000 Penalty: 4852.094727
	Iteration 23Q: 3 clusters Score -1305445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1305448.250000 Penalty: 4852.094727
	Iteration 24Q: 3 clusters Score -1305448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1305446.250000 Penalty: 4852.094727
	Iteration 25Q: 3 clusters Score -1305446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1305447.375000 Penalty: 4852.094727
	Iteration 26Q: 3 clusters Score -1305447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1305445.875000 Penalty: 4852.094727
	Iteration 27Q: 3 clusters Score -1305446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1305449.000000 Penalty: 4852.094727
	Iteration 28Q: 3 clusters Score -1305449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1305449.125000 Penalty: 4852.094727
	Iteration 29Q: 3 clusters Score -1305449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1305449.375000 Penalty: 4852.094727
	Iteration 30Q: 3 clusters Score -1305449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1305450.000000 Penalty: 4852.094727
	Iteration 31Q: 3 clusters Score -1305450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1305448.750000 Penalty: 4852.094727
	Iteration 32Q: 3 clusters Score -1305449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1305448.750000 Penalty: 4852.094727
	Iteration 33F: 3 clusters Score -1305449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Entering Unmasked Estep 
Score: -181795.593750 Penalty: 2015.376465
	Iteration 0F: 2 clusters Score -181795.6 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 1712 members 
Entering Unmasked Estep 
Score: -178377.171875 Penalty: 4030.752930
	Iteration 0F: 3 clusters Score -178377.2 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -179740.468750 Penalty: 4030.752930
	Iteration 1F: 3 clusters Score -179740.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -180765.484375 Penalty: 4030.752930
	Iteration 2F: 3 clusters Score -180765.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -181695.359375 Penalty: 4030.752930
	Iteration 3F: 3 clusters Score -181695.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -182251.859375 Penalty: 4030.752930
	Iteration 4F: 3 clusters Score -182251.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -182511.328125 Penalty: 4030.752930
	Iteration 5F: 3 clusters Score -182511.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -182666.640625 Penalty: 4030.752930
	Iteration 6Q: 3 clusters Score -182666.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -182799.812500 Penalty: 4030.752930
	Iteration 7Q: 3 clusters Score -182799.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -182902.828125 Penalty: 4030.752930
	Iteration 8Q: 3 clusters Score -182902.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -182960.406250 Penalty: 4030.752930
	Iteration 9Q: 3 clusters Score -182960.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -182983.343750 Penalty: 4030.752930
	Iteration 10Q: 3 clusters Score -182983.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -183006.140625 Penalty: 4030.752930
	Iteration 11Q: 3 clusters Score -183006.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -183016.984375 Penalty: 4030.752930
	Iteration 12Q: 3 clusters Score -183017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -183024.750000 Penalty: 4030.752930
	Iteration 13Q: 3 clusters Score -183024.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -183032.015625 Penalty: 4030.752930
	Iteration 14Q: 3 clusters Score -183032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -183035.015625 Penalty: 4030.752930
	Iteration 15Q: 3 clusters Score -183035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -183035.250000 Penalty: 4030.752930
	Iteration 16Q: 3 clusters Score -183035.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -183035.250000 Penalty: 4030.752930
	Iteration 17F: 3 clusters Score -183035.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 251442 members 
Mstep: Class 2 contains 7814 members 
Mstep: Class 3 contains 3701 members 
Mstep: Class 4 contains 233669 members 
Mstep: Class 5 contains 88916 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 31114 members 
Mstep: Class 8 contains 169460 members 
Mstep: Class 9 contains 2010 members 
Mstep: Class 10 contains 123021 members 
Mstep: Class 11 contains 207507 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 3825 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 15 contains 46412 members 
Mstep: Class 16 contains 13723 members 
Mstep: Class 17 contains 3757 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 5113 members 
Mstep: Class 20 contains 3737 members 
Mstep: Class 21 contains 4646 members 
Mstep: Class 22 contains 17703 members 
Mstep: Class 23 contains 34660 members 
Mstep: Class 24 contains 17720 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 4890 members 
Mstep: Class 27 contains 30909 members 
Mstep: Class 28 contains 17388 members 
Mstep: Class 29 contains 5853 members 
Mstep: Class 30 contains 4198 members 
Mstep: Class 31 contains 19269 members 
Mstep: Class 32 contains 5936 members 
Mstep: Class 33 contains 2065 members 
Mstep: Class 34 contains 5849 members 
Mstep: Class 35 contains 7028 members 
Mstep: Class 36 contains 1487 members 
Mstep: Class 37 contains 5529 members 
Mstep: Class 38 contains 21990 members 
Mstep: Class 39 contains 1269 members 
Entering Unmasked Estep 
Score: -102244144.000000 Penalty: 136988.015625
Splitting cluster 25 changes total score from -102228184.000000 to -102244144.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 26 (4890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Entering Unmasked Estep 
Score: -352608.187500 Penalty: 2106.747070
	Iteration 0F: 2 clusters Score -352608.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -348148.875000 Penalty: 4213.494141
	Iteration 0F: 3 clusters Score -348148.9 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -349142.375000 Penalty: 4213.494141
	Iteration 1F: 3 clusters Score -349142.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -349375.312500 Penalty: 4213.494141
	Iteration 2F: 3 clusters Score -349375.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -349518.125000 Penalty: 4213.494141
	Iteration 3F: 3 clusters Score -349518.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -349631.093750 Penalty: 4213.494141
	Iteration 4Q: 3 clusters Score -349631.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -349725.281250 Penalty: 4213.494141
	Iteration 5Q: 3 clusters Score -349725.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -349814.687500 Penalty: 4213.494141
	Iteration 6Q: 3 clusters Score -349814.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -349906.812500 Penalty: 4213.494141
	Iteration 7Q: 3 clusters Score -349906.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -350020.906250 Penalty: 4213.494141
	Iteration 8Q: 3 clusters Score -350020.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -350127.156250 Penalty: 4213.494141
	Iteration 9Q: 3 clusters Score -350127.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -350227.906250 Penalty: 4213.494141
	Iteration 10Q: 3 clusters Score -350227.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -350351.218750 Penalty: 4213.494141
	Iteration 11Q: 3 clusters Score -350351.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -350482.187500 Penalty: 4213.494141
	Iteration 12Q: 3 clusters Score -350482.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -350622.093750 Penalty: 4213.494141
	Iteration 13Q: 3 clusters Score -350622.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -350754.812500 Penalty: 4213.494141
	Iteration 14Q: 3 clusters Score -350754.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -350910.437500 Penalty: 4213.494141
	Iteration 15Q: 3 clusters Score -350910.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -351023.656250 Penalty: 4213.494141
	Iteration 16Q: 3 clusters Score -351023.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -351088.781250 Penalty: 4213.494141
	Iteration 17Q: 3 clusters Score -351088.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -351163.156250 Penalty: 4213.494141
	Iteration 18Q: 3 clusters Score -351163.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -351249.718750 Penalty: 4213.494141
	Iteration 19Q: 3 clusters Score -351249.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -351375.312500 Penalty: 4213.494141
	Iteration 20F: 3 clusters Score -351375.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -351468.062500 Penalty: 4213.494141
	Iteration 21Q: 3 clusters Score -351468.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -351532.593750 Penalty: 4213.494141
	Iteration 22Q: 3 clusters Score -351532.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -351586.781250 Penalty: 4213.494141
	Iteration 23Q: 3 clusters Score -351586.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -351635.062500 Penalty: 4213.494141
	Iteration 24Q: 3 clusters Score -351635.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -351668.906250 Penalty: 4213.494141
	Iteration 25Q: 3 clusters Score -351668.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -351681.687500 Penalty: 4213.494141
	Iteration 26Q: 3 clusters Score -351681.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -351687.781250 Penalty: 4213.494141
	Iteration 27Q: 3 clusters Score -351687.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -351690.218750 Penalty: 4213.494141
	Iteration 28Q: 3 clusters Score -351690.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -351691.656250 Penalty: 4213.494141
	Iteration 29Q: 3 clusters Score -351691.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -351692.500000 Penalty: 4213.494141
	Iteration 30Q: 3 clusters Score -351692.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -351692.406250 Penalty: 4213.494141
	Iteration 31Q: 3 clusters Score -351692.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -351692.406250 Penalty: 4213.494141
	Iteration 32F: 3 clusters Score -351692.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (30909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Entering Unmasked Estep 
Score: -2328006.750000 Penalty: 2564.022949
	Iteration 0F: 2 clusters Score -2328007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2306865.750000 Penalty: 5128.045898
	Iteration 0F: 3 clusters Score -2306866 nChanged 14032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2314440.000000 Penalty: 5128.045898
	Iteration 1F: 3 clusters Score -2314440 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2314882.500000 Penalty: 5128.045898
	Iteration 2Q: 3 clusters Score -2314882 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2315261.500000 Penalty: 5128.045898
	Iteration 3Q: 3 clusters Score -2315262 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2315610.750000 Penalty: 5128.045898
	Iteration 4Q: 3 clusters Score -2315611 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2315916.750000 Penalty: 5128.045898
	Iteration 5Q: 3 clusters Score -2315917 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2316214.250000 Penalty: 5128.045898
	Iteration 6Q: 3 clusters Score -2316214 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2316586.500000 Penalty: 5128.045898
	Iteration 7Q: 3 clusters Score -2316586 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2317077.500000 Penalty: 5128.045898
	Iteration 8Q: 3 clusters Score -2317078 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2317697.000000 Penalty: 5128.045898
	Iteration 9Q: 3 clusters Score -2317697 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2318401.750000 Penalty: 5128.045898
	Iteration 10Q: 3 clusters Score -2318402 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2319170.750000 Penalty: 5128.045898
	Iteration 11Q: 3 clusters Score -2319171 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2319999.500000 Penalty: 5128.045898
	Iteration 12Q: 3 clusters Score -2320000 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2320823.500000 Penalty: 5128.045898
	Iteration 13Q: 3 clusters Score -2320824 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2321624.000000 Penalty: 5128.045898
	Iteration 14Q: 3 clusters Score -2321624 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2322374.000000 Penalty: 5128.045898
	Iteration 15Q: 3 clusters Score -2322374 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2322996.500000 Penalty: 5128.045898
	Iteration 16Q: 3 clusters Score -2322996 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2323532.250000 Penalty: 5128.045898
	Iteration 17Q: 3 clusters Score -2323532 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2324016.750000 Penalty: 5128.045898
	Iteration 18Q: 3 clusters Score -2324017 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2324405.000000 Penalty: 5128.045898
	Iteration 19Q: 3 clusters Score -2324405 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2324724.500000 Penalty: 5128.045898
	Iteration 20F: 3 clusters Score -2324724 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2324942.250000 Penalty: 5128.045898
	Iteration 21Q: 3 clusters Score -2324942 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2325124.500000 Penalty: 5128.045898
	Iteration 22Q: 3 clusters Score -2325124 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2325277.000000 Penalty: 5128.045898
	Iteration 23Q: 3 clusters Score -2325277 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2325380.500000 Penalty: 5128.045898
	Iteration 24Q: 3 clusters Score -2325380 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2325463.250000 Penalty: 5128.045898
	Iteration 25Q: 3 clusters Score -2325463 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2325529.000000 Penalty: 5128.045898
	Iteration 26Q: 3 clusters Score -2325529 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2325578.500000 Penalty: 5128.045898
	Iteration 27Q: 3 clusters Score -2325578 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2325626.250000 Penalty: 5128.045898
	Iteration 28Q: 3 clusters Score -2325626 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2325665.500000 Penalty: 5128.045898
	Iteration 29Q: 3 clusters Score -2325666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2325675.750000 Penalty: 5128.045898
	Iteration 30Q: 3 clusters Score -2325676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2325690.000000 Penalty: 5128.045898
	Iteration 31Q: 3 clusters Score -2325690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2325700.500000 Penalty: 5128.045898
	Iteration 32Q: 3 clusters Score -2325700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2325706.750000 Penalty: 5128.045898
	Iteration 33Q: 3 clusters Score -2325707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2325710.000000 Penalty: 5128.045898
	Iteration 34Q: 3 clusters Score -2325710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2325718.500000 Penalty: 5128.045898
	Iteration 35Q: 3 clusters Score -2325718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2325724.750000 Penalty: 5128.045898
	Iteration 36Q: 3 clusters Score -2325725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2325727.250000 Penalty: 5128.045898
	Iteration 37Q: 3 clusters Score -2325727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2325730.750000 Penalty: 5128.045898
	Iteration 38Q: 3 clusters Score -2325731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2325732.250000 Penalty: 5128.045898
	Iteration 39Q: 3 clusters Score -2325732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2325733.750000 Penalty: 5128.045898
	Iteration 40F: 3 clusters Score -2325734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2325738.000000 Penalty: 5128.045898
	Iteration 41Q: 3 clusters Score -2325738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2325735.000000 Penalty: 5128.045898
	Iteration 42Q: 3 clusters Score -2325735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2325737.500000 Penalty: 5128.045898
	Iteration 43Q: 3 clusters Score -2325738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2325743.250000 Penalty: 5128.045898
	Iteration 44Q: 3 clusters Score -2325743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2325743.250000 Penalty: 5128.045898
	Iteration 45F: 3 clusters Score -2325743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Entering Unmasked Estep 
Score: -1313279.625000 Penalty: 2421.356689
	Iteration 0F: 2 clusters Score -1313280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1301007.500000 Penalty: 4842.713379
	Iteration 0F: 3 clusters Score -1301008 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1305613.125000 Penalty: 4842.713379
	Iteration 1F: 3 clusters Score -1305613 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1306994.875000 Penalty: 4842.713379
	Iteration 2F: 3 clusters Score -1306995 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1308944.500000 Penalty: 4842.713379
	Iteration 3F: 3 clusters Score -1308944 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1310958.000000 Penalty: 4842.713379
	Iteration 4F: 3 clusters Score -1310958 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1312363.875000 Penalty: 4842.713379
	Iteration 5F: 3 clusters Score -1312364 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1313154.625000 Penalty: 4842.713379
	Iteration 6F: 3 clusters Score -1313155 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1313572.875000 Penalty: 4842.713379
	Iteration 7Q: 3 clusters Score -1313573 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1313779.000000 Penalty: 4842.713379
	Iteration 8Q: 3 clusters Score -1313779 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1313907.375000 Penalty: 4842.713379
	Iteration 9Q: 3 clusters Score -1313907 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1313995.375000 Penalty: 4842.713379
	Iteration 10Q: 3 clusters Score -1313995 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1314059.375000 Penalty: 4842.713379
	Iteration 11Q: 3 clusters Score -1314059 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1314108.375000 Penalty: 4842.713379
	Iteration 12Q: 3 clusters Score -1314108 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1314156.125000 Penalty: 4842.713379
	Iteration 13Q: 3 clusters Score -1314156 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1314202.625000 Penalty: 4842.713379
	Iteration 14Q: 3 clusters Score -1314203 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1314243.875000 Penalty: 4842.713379
	Iteration 15Q: 3 clusters Score -1314244 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1314288.125000 Penalty: 4842.713379
	Iteration 16Q: 3 clusters Score -1314288 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1314334.125000 Penalty: 4842.713379
	Iteration 17Q: 3 clusters Score -1314334 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1314371.000000 Penalty: 4842.713379
	Iteration 18Q: 3 clusters Score -1314371 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1314402.250000 Penalty: 4842.713379
	Iteration 19Q: 3 clusters Score -1314402 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1314428.500000 Penalty: 4842.713379
	Iteration 20F: 3 clusters Score -1314428 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1314456.875000 Penalty: 4842.713379
	Iteration 21Q: 3 clusters Score -1314457 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1314491.875000 Penalty: 4842.713379
	Iteration 22Q: 3 clusters Score -1314492 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1314522.375000 Penalty: 4842.713379
	Iteration 23Q: 3 clusters Score -1314522 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1314557.250000 Penalty: 4842.713379
	Iteration 24Q: 3 clusters Score -1314557 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1314590.875000 Penalty: 4842.713379
	Iteration 25Q: 3 clusters Score -1314591 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1314614.375000 Penalty: 4842.713379
	Iteration 26Q: 3 clusters Score -1314614 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1314640.625000 Penalty: 4842.713379
	Iteration 27Q: 3 clusters Score -1314641 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1314661.500000 Penalty: 4842.713379
	Iteration 28Q: 3 clusters Score -1314662 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1314679.875000 Penalty: 4842.713379
	Iteration 29Q: 3 clusters Score -1314680 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1314688.625000 Penalty: 4842.713379
	Iteration 30Q: 3 clusters Score -1314689 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1314707.875000 Penalty: 4842.713379
	Iteration 31Q: 3 clusters Score -1314708 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1314708.250000 Penalty: 4842.713379
	Iteration 32Q: 3 clusters Score -1314708 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1314722.875000 Penalty: 4842.713379
	Iteration 33Q: 3 clusters Score -1314723 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1314727.000000 Penalty: 4842.713379
	Iteration 34Q: 3 clusters Score -1314727 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1314730.500000 Penalty: 4842.713379
	Iteration 35Q: 3 clusters Score -1314730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1314730.125000 Penalty: 4842.713379
	Iteration 36Q: 3 clusters Score -1314730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1314741.000000 Penalty: 4842.713379
	Iteration 37Q: 3 clusters Score -1314741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1314746.625000 Penalty: 4842.713379
	Iteration 38Q: 3 clusters Score -1314747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1314747.000000 Penalty: 4842.713379
	Iteration 39Q: 3 clusters Score -1314747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1314747.500000 Penalty: 4842.713379
	Iteration 40F: 3 clusters Score -1314748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1314744.500000 Penalty: 4842.713379
	Iteration 41Q: 3 clusters Score -1314744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1314744.250000 Penalty: 4842.713379
	Iteration 42Q: 3 clusters Score -1314744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1314747.625000 Penalty: 4842.713379
	Iteration 43Q: 3 clusters Score -1314748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1314749.875000 Penalty: 4842.713379
	Iteration 44Q: 3 clusters Score -1314750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1314749.250000 Penalty: 4842.713379
	Iteration 45Q: 3 clusters Score -1314749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1314750.125000 Penalty: 4842.713379
	Iteration 46Q: 3 clusters Score -1314750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1314750.000000 Penalty: 4842.713379
	Iteration 47Q: 3 clusters Score -1314750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1314748.125000 Penalty: 4842.713379
	Iteration 48Q: 3 clusters Score -1314748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1314748.875000 Penalty: 4842.713379
	Iteration 49Q: 3 clusters Score -1314749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1314749.125000 Penalty: 4842.713379
	Iteration 50Q: 3 clusters Score -1314749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1314749.125000 Penalty: 4842.713379
	Iteration 51Q: 3 clusters Score -1314749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1314749.125000 Penalty: 4842.713379
	Iteration 52F: 3 clusters Score -1314749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 251442 members 
Mstep: Class 2 contains 7814 members 
Mstep: Class 3 contains 3701 members 
Mstep: Class 4 contains 233669 members 
Mstep: Class 5 contains 88916 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 31114 members 
Mstep: Class 8 contains 169460 members 
Mstep: Class 9 contains 2010 members 
Mstep: Class 10 contains 123021 members 
Mstep: Class 11 contains 207507 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 3825 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 15 contains 46412 members 
Mstep: Class 16 contains 13723 members 
Mstep: Class 17 contains 3757 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 5113 members 
Mstep: Class 20 contains 3737 members 
Mstep: Class 21 contains 4646 members 
Mstep: Class 22 contains 17703 members 
Mstep: Class 23 contains 34660 members 
Mstep: Class 24 contains 17720 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 4890 members 
Mstep: Class 27 contains 30909 members 
Mstep: Class 28 contains 7747 members 
Mstep: Class 29 contains 5853 members 
Mstep: Class 30 contains 4198 members 
Mstep: Class 31 contains 19269 members 
Mstep: Class 32 contains 5936 members 
Mstep: Class 33 contains 2065 members 
Mstep: Class 34 contains 5849 members 
Mstep: Class 35 contains 7028 members 
Mstep: Class 36 contains 1487 members 
Mstep: Class 37 contains 5529 members 
Mstep: Class 38 contains 21990 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 9641 members 
Entering Unmasked Estep 
Score: -102244600.000000 Penalty: 140500.531250
Splitting cluster 28 changes total score from -102228184.000000 to -102244600.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 29 (5853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Entering Unmasked Estep 
Score: -435825.343750 Penalty: 2151.327881
	Iteration 0F: 2 clusters Score -435825.3 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 2905 members 
Entering Unmasked Estep 
Score: -430790.781250 Penalty: 4302.655762
	Iteration 0F: 3 clusters Score -430790.8 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -431956.406250 Penalty: 4302.655762
	Iteration 1F: 3 clusters Score -431956.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -432188.281250 Penalty: 4302.655762
	Iteration 2F: 3 clusters Score -432188.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -432346.843750 Penalty: 4302.655762
	Iteration 3F: 3 clusters Score -432346.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -432441.812500 Penalty: 4302.655762
	Iteration 4Q: 3 clusters Score -432441.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -432512.656250 Penalty: 4302.655762
	Iteration 5Q: 3 clusters Score -432512.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -432561.750000 Penalty: 4302.655762
	Iteration 6Q: 3 clusters Score -432561.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -432599.968750 Penalty: 4302.655762
	Iteration 7Q: 3 clusters Score -432600 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -432628.156250 Penalty: 4302.655762
	Iteration 8Q: 3 clusters Score -432628.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -432649.562500 Penalty: 4302.655762
	Iteration 9Q: 3 clusters Score -432649.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -432665.281250 Penalty: 4302.655762
	Iteration 10Q: 3 clusters Score -432665.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -432678.968750 Penalty: 4302.655762
	Iteration 11Q: 3 clusters Score -432679 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -432691.093750 Penalty: 4302.655762
	Iteration 12Q: 3 clusters Score -432691.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -432701.093750 Penalty: 4302.655762
	Iteration 13Q: 3 clusters Score -432701.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -432707.156250 Penalty: 4302.655762
	Iteration 14Q: 3 clusters Score -432707.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -432714.437500 Penalty: 4302.655762
	Iteration 15Q: 3 clusters Score -432714.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -432720.812500 Penalty: 4302.655762
	Iteration 16Q: 3 clusters Score -432720.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -432730.906250 Penalty: 4302.655762
	Iteration 17Q: 3 clusters Score -432730.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -432736.937500 Penalty: 4302.655762
	Iteration 18Q: 3 clusters Score -432736.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -432741.687500 Penalty: 4302.655762
	Iteration 19Q: 3 clusters Score -432741.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -432746.125000 Penalty: 4302.655762
	Iteration 20F: 3 clusters Score -432746.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -432747.406250 Penalty: 4302.655762
	Iteration 21Q: 3 clusters Score -432747.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -432748.937500 Penalty: 4302.655762
	Iteration 22Q: 3 clusters Score -432748.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -432750.750000 Penalty: 4302.655762
	Iteration 23Q: 3 clusters Score -432750.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -432753.218750 Penalty: 4302.655762
	Iteration 24Q: 3 clusters Score -432753.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -432755.093750 Penalty: 4302.655762
	Iteration 25Q: 3 clusters Score -432755.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -432759.031250 Penalty: 4302.655762
	Iteration 26Q: 3 clusters Score -432759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -432761.062500 Penalty: 4302.655762
	Iteration 27Q: 3 clusters Score -432761.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -432764.156250 Penalty: 4302.655762
	Iteration 28Q: 3 clusters Score -432764.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -432766.843750 Penalty: 4302.655762
	Iteration 29Q: 3 clusters Score -432766.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -432770.312500 Penalty: 4302.655762
	Iteration 30Q: 3 clusters Score -432770.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -432772.906250 Penalty: 4302.655762
	Iteration 31Q: 3 clusters Score -432772.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -432776.187500 Penalty: 4302.655762
	Iteration 32Q: 3 clusters Score -432776.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -432782.593750 Penalty: 4302.655762
	Iteration 33Q: 3 clusters Score -432782.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -432785.562500 Penalty: 4302.655762
	Iteration 34Q: 3 clusters Score -432785.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -432789.968750 Penalty: 4302.655762
	Iteration 35Q: 3 clusters Score -432790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -432795.781250 Penalty: 4302.655762
	Iteration 36Q: 3 clusters Score -432795.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -432798.468750 Penalty: 4302.655762
	Iteration 37Q: 3 clusters Score -432798.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -432801.812500 Penalty: 4302.655762
	Iteration 38Q: 3 clusters Score -432801.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -432805.000000 Penalty: 4302.655762
	Iteration 39Q: 3 clusters Score -432805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -432808.781250 Penalty: 4302.655762
	Iteration 40F: 3 clusters Score -432808.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -432816.218750 Penalty: 4302.655762
	Iteration 41Q: 3 clusters Score -432816.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -432821.968750 Penalty: 4302.655762
	Iteration 42Q: 3 clusters Score -432822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -432825.718750 Penalty: 4302.655762
	Iteration 43Q: 3 clusters Score -432825.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -432832.218750 Penalty: 4302.655762
	Iteration 44Q: 3 clusters Score -432832.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -432837.250000 Penalty: 4302.655762
	Iteration 45Q: 3 clusters Score -432837.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -432840.625000 Penalty: 4302.655762
	Iteration 46Q: 3 clusters Score -432840.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -432847.437500 Penalty: 4302.655762
	Iteration 47Q: 3 clusters Score -432847.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -432861.062500 Penalty: 4302.655762
	Iteration 48Q: 3 clusters Score -432861.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -432871.343750 Penalty: 4302.655762
	Iteration 49Q: 3 clusters Score -432871.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -432886.312500 Penalty: 4302.655762
	Iteration 50Q: 3 clusters Score -432886.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -432904.937500 Penalty: 4302.655762
	Iteration 51Q: 3 clusters Score -432904.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -432926.625000 Penalty: 4302.655762
	Iteration 52Q: 3 clusters Score -432926.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -432954.281250 Penalty: 4302.655762
	Iteration 53Q: 3 clusters Score -432954.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -432983.500000 Penalty: 4302.655762
	Iteration 54Q: 3 clusters Score -432983.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -433017.000000 Penalty: 4302.655762
	Iteration 55Q: 3 clusters Score -433017 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -433067.718750 Penalty: 4302.655762
	Iteration 56Q: 3 clusters Score -433067.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -433142.281250 Penalty: 4302.655762
	Iteration 57Q: 3 clusters Score -433142.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -433215.406250 Penalty: 4302.655762
	Iteration 58Q: 3 clusters Score -433215.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -433303.218750 Penalty: 4302.655762
	Iteration 59Q: 3 clusters Score -433303.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -433402.312500 Penalty: 4302.655762
	Iteration 60F: 3 clusters Score -433402.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -433488.187500 Penalty: 4302.655762
	Iteration 61Q: 3 clusters Score -433488.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -433571.812500 Penalty: 4302.655762
	Iteration 62Q: 3 clusters Score -433571.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -433649.343750 Penalty: 4302.655762
	Iteration 63Q: 3 clusters Score -433649.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -433703.468750 Penalty: 4302.655762
	Iteration 64Q: 3 clusters Score -433703.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -433752.750000 Penalty: 4302.655762
	Iteration 65Q: 3 clusters Score -433752.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -433794.500000 Penalty: 4302.655762
	Iteration 66Q: 3 clusters Score -433794.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -433834.218750 Penalty: 4302.655762
	Iteration 67Q: 3 clusters Score -433834.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -433866.406250 Penalty: 4302.655762
	Iteration 68Q: 3 clusters Score -433866.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -433888.781250 Penalty: 4302.655762
	Iteration 69Q: 3 clusters Score -433888.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -433906.843750 Penalty: 4302.655762
	Iteration 70Q: 3 clusters Score -433906.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -433918.656250 Penalty: 4302.655762
	Iteration 71Q: 3 clusters Score -433918.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -433932.437500 Penalty: 4302.655762
	Iteration 72Q: 3 clusters Score -433932.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -433942.718750 Penalty: 4302.655762
	Iteration 73Q: 3 clusters Score -433942.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -433951.281250 Penalty: 4302.655762
	Iteration 74Q: 3 clusters Score -433951.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -433957.625000 Penalty: 4302.655762
	Iteration 75Q: 3 clusters Score -433957.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -433965.937500 Penalty: 4302.655762
	Iteration 76Q: 3 clusters Score -433965.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -433970.468750 Penalty: 4302.655762
	Iteration 77Q: 3 clusters Score -433970.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -433974.125000 Penalty: 4302.655762
	Iteration 78Q: 3 clusters Score -433974.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -433976.375000 Penalty: 4302.655762
	Iteration 79Q: 3 clusters Score -433976.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -433978.187500 Penalty: 4302.655762
	Iteration 80F: 3 clusters Score -433978.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -433978.375000 Penalty: 4302.655762
	Iteration 81Q: 3 clusters Score -433978.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -433978.375000 Penalty: 4302.655762
	Iteration 82F: 3 clusters Score -433978.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -245472.265625 Penalty: 2068.906006
	Iteration 0F: 2 clusters Score -245472.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -241498.734375 Penalty: 4137.812012
	Iteration 0F: 3 clusters Score -241498.7 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -242814.484375 Penalty: 4137.812012
	Iteration 1F: 3 clusters Score -242814.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -243460.687500 Penalty: 4137.812012
	Iteration 2F: 3 clusters Score -243460.7 nChanged 373
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: -244008.500000 Penalty: 4137.812012
	Iteration 3F: 3 clusters Score -244008.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -244372.828125 Penalty: 4137.812012
	Iteration 4F: 3 clusters Score -244372.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -244579.750000 Penalty: 4137.812012
	Iteration 5Q: 3 clusters Score -244579.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -244719.937500 Penalty: 4137.812012
	Iteration 6Q: 3 clusters Score -244719.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -244803.500000 Penalty: 4137.812012
	Iteration 7Q: 3 clusters Score -244803.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -244860.359375 Penalty: 4137.812012
	Iteration 8Q: 3 clusters Score -244860.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -244907.546875 Penalty: 4137.812012
	Iteration 9Q: 3 clusters Score -244907.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -244956.687500 Penalty: 4137.812012
	Iteration 10Q: 3 clusters Score -244956.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -245015.750000 Penalty: 4137.812012
	Iteration 11Q: 3 clusters Score -245015.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -245069.906250 Penalty: 4137.812012
	Iteration 12Q: 3 clusters Score -245069.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -245111.140625 Penalty: 4137.812012
	Iteration 13Q: 3 clusters Score -245111.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -245147.250000 Penalty: 4137.812012
	Iteration 14Q: 3 clusters Score -245147.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -245174.703125 Penalty: 4137.812012
	Iteration 15Q: 3 clusters Score -245174.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -245189.531250 Penalty: 4137.812012
	Iteration 16Q: 3 clusters Score -245189.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -245197.390625 Penalty: 4137.812012
	Iteration 17Q: 3 clusters Score -245197.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -245201.828125 Penalty: 4137.812012
	Iteration 18Q: 3 clusters Score -245201.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -245205.937500 Penalty: 4137.812012
	Iteration 19Q: 3 clusters Score -245205.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -245208.609375 Penalty: 4137.812012
	Iteration 20F: 3 clusters Score -245208.6 nChanged 3
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: -245209.156250 Penalty: 4137.812012
	Iteration 21Q: 3 clusters Score -245209.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -245209.093750 Penalty: 4137.812012
	Iteration 22Q: 3 clusters Score -245209.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -245209.093750 Penalty: 4137.812012
	Iteration 23F: 3 clusters Score -245209.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Entering Unmasked Estep 
Score: -1387357.125000 Penalty: 2446.830811
	Iteration 0F: 2 clusters Score -1387357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1373729.750000 Penalty: 4893.661621
	Iteration 0F: 3 clusters Score -1373730 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1378283.500000 Penalty: 4893.661621
	Iteration 1F: 3 clusters Score -1378284 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1378853.750000 Penalty: 4893.661621
	Iteration 2F: 3 clusters Score -1378854 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1379447.750000 Penalty: 4893.661621
	Iteration 3F: 3 clusters Score -1379448 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1380216.125000 Penalty: 4893.661621
	Iteration 4F: 3 clusters Score -1380216 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1381188.000000 Penalty: 4893.661621
	Iteration 5F: 3 clusters Score -1381188 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1382215.875000 Penalty: 4893.661621
	Iteration 6F: 3 clusters Score -1382216 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1383130.750000 Penalty: 4893.661621
	Iteration 7F: 3 clusters Score -1383131 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1383835.375000 Penalty: 4893.661621
	Iteration 8Q: 3 clusters Score -1383835 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1384347.750000 Penalty: 4893.661621
	Iteration 9Q: 3 clusters Score -1384348 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1384681.875000 Penalty: 4893.661621
	Iteration 10Q: 3 clusters Score -1384682 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1384900.000000 Penalty: 4893.661621
	Iteration 11Q: 3 clusters Score -1384900 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1385032.250000 Penalty: 4893.661621
	Iteration 12Q: 3 clusters Score -1385032 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1385147.250000 Penalty: 4893.661621
	Iteration 13Q: 3 clusters Score -1385147 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1385217.375000 Penalty: 4893.661621
	Iteration 14Q: 3 clusters Score -1385217 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1385265.500000 Penalty: 4893.661621
	Iteration 15Q: 3 clusters Score -1385266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1385295.750000 Penalty: 4893.661621
	Iteration 16Q: 3 clusters Score -1385296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1385328.750000 Penalty: 4893.661621
	Iteration 17Q: 3 clusters Score -1385329 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1385352.625000 Penalty: 4893.661621
	Iteration 18Q: 3 clusters Score -1385353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1385372.375000 Penalty: 4893.661621
	Iteration 19Q: 3 clusters Score -1385372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1385386.125000 Penalty: 4893.661621
	Iteration 20F: 3 clusters Score -1385386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1385403.000000 Penalty: 4893.661621
	Iteration 21Q: 3 clusters Score -1385403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1385403.625000 Penalty: 4893.661621
	Iteration 22Q: 3 clusters Score -1385404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1385407.500000 Penalty: 4893.661621
	Iteration 23Q: 3 clusters Score -1385408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1385415.250000 Penalty: 4893.661621
	Iteration 24Q: 3 clusters Score -1385415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1385416.250000 Penalty: 4893.661621
	Iteration 25Q: 3 clusters Score -1385416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1385416.375000 Penalty: 4893.661621
	Iteration 26Q: 3 clusters Score -1385416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1385415.125000 Penalty: 4893.661621
	Iteration 27Q: 3 clusters Score -1385415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1385419.375000 Penalty: 4893.661621
	Iteration 28Q: 3 clusters Score -1385419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1385420.500000 Penalty: 4893.661621
	Iteration 29Q: 3 clusters Score -1385420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1385420.500000 Penalty: 4893.661621
	Iteration 30F: 3 clusters Score -1385420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Entering Unmasked Estep 
Score: -394162.031250 Penalty: 2154.820312
	Iteration 0F: 2 clusters Score -394162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -389110.000000 Penalty: 4309.640625
	Iteration 0F: 3 clusters Score -389110 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -390575.500000 Penalty: 4309.640625
	Iteration 1F: 3 clusters Score -390575.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -391039.625000 Penalty: 4309.640625
	Iteration 2F: 3 clusters Score -391039.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -391435.531250 Penalty: 4309.640625
	Iteration 3F: 3 clusters Score -391435.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -391802.281250 Penalty: 4309.640625
	Iteration 4F: 3 clusters Score -391802.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -392195.187500 Penalty: 4309.640625
	Iteration 5F: 3 clusters Score -392195.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -392598.937500 Penalty: 4309.640625
	Iteration 6F: 3 clusters Score -392598.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -392973.562500 Penalty: 4309.640625
	Iteration 7Q: 3 clusters Score -392973.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -393240.468750 Penalty: 4309.640625
	Iteration 8Q: 3 clusters Score -393240.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -393392.218750 Penalty: 4309.640625
	Iteration 9Q: 3 clusters Score -393392.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -393480.843750 Penalty: 4309.640625
	Iteration 10Q: 3 clusters Score -393480.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -393531.843750 Penalty: 4309.640625
	Iteration 11Q: 3 clusters Score -393531.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -393558.093750 Penalty: 4309.640625
	Iteration 12Q: 3 clusters Score -393558.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -393576.156250 Penalty: 4309.640625
	Iteration 13Q: 3 clusters Score -393576.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -393595.906250 Penalty: 4309.640625
	Iteration 14Q: 3 clusters Score -393595.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -393609.906250 Penalty: 4309.640625
	Iteration 15Q: 3 clusters Score -393609.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -393619.281250 Penalty: 4309.640625
	Iteration 16Q: 3 clusters Score -393619.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -393626.375000 Penalty: 4309.640625
	Iteration 17Q: 3 clusters Score -393626.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -393631.312500 Penalty: 4309.640625
	Iteration 18Q: 3 clusters Score -393631.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -393637.000000 Penalty: 4309.640625
	Iteration 19Q: 3 clusters Score -393637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -393643.156250 Penalty: 4309.640625
	Iteration 20F: 3 clusters Score -393643.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -393644.937500 Penalty: 4309.640625
	Iteration 21Q: 3 clusters Score -393644.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -393646.656250 Penalty: 4309.640625
	Iteration 22Q: 3 clusters Score -393646.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -393648.468750 Penalty: 4309.640625
	Iteration 23Q: 3 clusters Score -393648.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -393650.250000 Penalty: 4309.640625
	Iteration 24Q: 3 clusters Score -393650.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -393650.531250 Penalty: 4309.640625
	Iteration 25Q: 3 clusters Score -393650.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -393651.750000 Penalty: 4309.640625
	Iteration 26Q: 3 clusters Score -393651.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -393651.781250 Penalty: 4309.640625
	Iteration 27Q: 3 clusters Score -393651.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -393652.843750 Penalty: 4309.640625
	Iteration 28Q: 3 clusters Score -393652.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -393652.500000 Penalty: 4309.640625
	Iteration 29Q: 3 clusters Score -393652.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -393652.500000 Penalty: 4309.640625
	Iteration 30F: 3 clusters Score -393652.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 251442 members 
Mstep: Class 2 contains 7814 members 
Mstep: Class 3 contains 3701 members 
Mstep: Class 4 contains 233669 members 
Mstep: Class 5 contains 88916 members 
Mstep: Class 6 contains 4593 members 
Mstep: Class 7 contains 31114 members 
Mstep: Class 8 contains 169460 members 
Mstep: Class 9 contains 2010 members 
Mstep: Class 10 contains 123021 members 
Mstep: Class 11 contains 207507 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 3825 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 15 contains 46412 members 
Mstep: Class 17 contains 3757 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 5113 members 
Mstep: Class 20 contains 3737 members 
Mstep: Class 21 contains 4646 members 
Mstep: Class 22 contains 17703 members 
Mstep: Class 23 contains 34660 members 
Mstep: Class 24 contains 17720 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 4890 members 
Mstep: Class 27 contains 30909 members 
Mstep: Class 28 contains 7747 members 
Mstep: Class 29 contains 5853 members 
Mstep: Class 30 contains 4198 members 
Mstep: Class 31 contains 19269 members 
Mstep: Class 32 contains 5936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249416.000000 Penalty: 140500.531250
Iteration 79Q: 41 clusters Score -1.022494e+08 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 252610 members 
Mstep: Class 2 contains 7934 members 
Mstep: Class 3 contains 3909 members 
Mstep: Class 4 contains 232948 members 
Mstep: Class 5 contains 89253 members 
Mstep: Class 6 contains 4609 members 
Mstep: Class 7 contains 31200 members 
Mstep: Class 8 contains 169554 members 
Mstep: Class 9 contains 2083 members 
Mstep: Class 10 contains 122914 members 
Mstep: Class 11 contains 207525 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 3790 members 
Mstep: Class 14 contains 2345 members 
Mstep: Class 15 contains 46581 members 
Mstep: Class 16 contains 13258 members 
Mstep: Class 17 contains 3838 members 
Mstep: Class 18 contains 2209 members 
Mstep: Class 19 contains 5089 members 
Mstep: Class 20 contains 3697 members 
Mstep: Class 21 contains 4691 members 
Mstep: Class 22 contains 17720 members 
Mstep: Class 23 contains 34961 members 
Mstep: Class 24 contains 17781 members 
Mstep: Class 25 contains 2141 members 
Mstep: Class 26 contains 4911 members 
Mstep: Class 27 contains 30859 members 
Mstep: Class 28 contains 7733 members 
Mstep: Class 29 contains 5927 members 
Mstep: Class 30 contains 4217 members 
Mstep: Class 31 contains 19352 members 
Mstep: Class 32 contains 5978 members 
Mstep: Class 33 contains 1827 members 
Mstep: Class 34 contains 5715 members 
Mstep: Class 35 contains 6980 members 
Mstep: Class 36 contains 1579 members 
Mstep: Class 37 contains 5398 members 
Mstep: Class 38 contains 21308 members 
Mstep: Class 39 contains 1045 members 
Mstep: Class 40 contains 9258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102254712.000000 Penalty: 140500.531250
Iteration 80F: 41 clusters Score -1.022547e+08 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253005 members 
Mstep: Class 2 contains 7983 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 232214 members 
Mstep: Class 5 contains 89154 members 
Mstep: Class 6 contains 4439 members 
Mstep: Class 7 contains 31057 members 
Mstep: Class 8 contains 169392 members 
Mstep: Class 9 contains 2016 members 
Mstep: Class 10 contains 122554 members 
Mstep: Class 11 contains 207500 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 3751 members 
Mstep: Class 14 contains 2457 members 
Mstep: Class 15 contains 46422 members 
Mstep: Class 16 contains 13460 members 
Mstep: Class 17 contains 3886 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 5049 members 
Mstep: Class 20 contains 3663 members 
Mstep: Class 21 contains 4598 members 
Mstep: Class 22 contains 17742 members 
Mstep: Class 23 contains 35190 members 
Mstep: Class 24 contains 17629 members 
Mstep: Class 25 contains 2112 members 
Mstep: Class 26 contains 4924 members 
Mstep: Class 27 contains 30803 members 
Mstep: Class 28 contains 7685 members 
Mstep: Class 29 contains 5934 members 
Mstep: Class 30 contains 4177 members 
Mstep: Class 31 contains 19232 members 
Mstep: Class 32 contains 5920 members 
Mstep: Class 33 contains 1765 members 
Mstep: Class 34 contains 5986 members 
Mstep: Class 35 contains 6998 members 
Mstep: Class 36 contains 1612 members 
Mstep: Class 37 contains 5619 members 
Mstep: Class 38 contains 21616 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 9938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102256480.000000 Penalty: 140500.531250
Iteration 81Q: 41 clusters Score -1.022565e+08 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253338 members 
Mstep: Class 2 contains 8085 members 
Mstep: Class 3 contains 4006 members 
Mstep: Class 4 contains 231650 members 
Mstep: Class 5 contains 89168 members 
Mstep: Class 6 contains 4349 members 
Mstep: Class 7 contains 30962 members 
Mstep: Class 8 contains 169345 members 
Mstep: Class 9 contains 2006 members 
Mstep: Class 10 contains 122285 members 
Mstep: Class 11 contains 207474 members 
Mstep: Class 12 contains 1344 members 
Mstep: Class 13 contains 3722 members 
Mstep: Class 14 contains 2493 members 
Mstep: Class 15 contains 46242 members 
Mstep: Class 16 contains 13519 members 
Mstep: Class 17 contains 3930 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 5037 members 
Mstep: Class 20 contains 3628 members 
Mstep: Class 21 contains 4550 members 
Mstep: Class 22 contains 17771 members 
Mstep: Class 23 contains 35371 members 
Mstep: Class 24 contains 17541 members 
Mstep: Class 25 contains 2094 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 30758 members 
Mstep: Class 28 contains 7728 members 
Mstep: Class 29 contains 5939 members 
Mstep: Class 30 contains 4159 members 
Mstep: Class 31 contains 19167 members 
Mstep: Class 32 contains 5880 members 
Mstep: Class 33 contains 1697 members 
Mstep: Class 34 contains 6137 members 
Mstep: Class 35 contains 7002 members 
Mstep: Class 36 contains 1623 members 
Mstep: Class 37 contains 5695 members 
Mstep: Class 38 contains 21749 members 
Mstep: Class 39 contains 1031 members 
Mstep: Class 40 contains 10385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102257480.000000 Penalty: 140500.531250
Iteration 82Q: 41 clusters Score -1.022575e+08 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253547 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 4044 members 
Mstep: Class 4 contains 231155 members 
Mstep: Class 5 contains 89247 members 
Mstep: Class 6 contains 4289 members 
Mstep: Class 7 contains 30907 members 
Mstep: Class 8 contains 169331 members 
Mstep: Class 9 contains 2019 members 
Mstep: Class 10 contains 122075 members 
Mstep: Class 11 contains 207463 members 
Mstep: Class 12 contains 1368 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 46077 members 
Mstep: Class 16 contains 13562 members 
Mstep: Class 17 contains 3975 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 5040 members 
Mstep: Class 20 contains 3587 members 
Mstep: Class 21 contains 4532 members 
Mstep: Class 22 contains 17790 members 
Mstep: Class 23 contains 35541 members 
Mstep: Class 24 contains 17465 members 
Mstep: Class 25 contains 2085 members 
Mstep: Class 26 contains 4944 members 
Mstep: Class 27 contains 30706 members 
Mstep: Class 28 contains 7771 members 
Mstep: Class 29 contains 5940 members 
Mstep: Class 30 contains 4147 members 
Mstep: Class 31 contains 19112 members 
Mstep: Class 32 contains 5852 members 
Mstep: Class 33 contains 1646 members 
Mstep: Class 34 contains 6252 members 
Mstep: Class 35 contains 7000 members 
Mstep: Class 36 contains 1623 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 21827 members 
Mstep: Class 39 contains 1021 members 
Mstep: Class 40 contains 10753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102258192.000000 Penalty: 140500.531250
Iteration 83Q: 41 clusters Score -1.022582e+08 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253700 members 
Mstep: Class 2 contains 8230 members 
Mstep: Class 3 contains 4073 members 
Mstep: Class 4 contains 230721 members 
Mstep: Class 5 contains 89353 members 
Mstep: Class 6 contains 4247 members 
Mstep: Class 7 contains 30877 members 
Mstep: Class 8 contains 169364 members 
Mstep: Class 9 contains 2037 members 
Mstep: Class 10 contains 121874 members 
Mstep: Class 11 contains 207447 members 
Mstep: Class 12 contains 1398 members 
Mstep: Class 13 contains 3674 members 
Mstep: Class 14 contains 2503 members 
Mstep: Class 15 contains 45920 members 
Mstep: Class 16 contains 13575 members 
Mstep: Class 17 contains 4004 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 5039 members 
Mstep: Class 20 contains 3530 members 
Mstep: Class 21 contains 4511 members 
Mstep: Class 22 contains 17807 members 
Mstep: Class 23 contains 35693 members 
Mstep: Class 24 contains 17391 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 4952 members 
Mstep: Class 27 contains 30663 members 
Mstep: Class 28 contains 7823 members 
Mstep: Class 29 contains 5942 members 
Mstep: Class 30 contains 4139 members 
Mstep: Class 31 contains 19065 members 
Mstep: Class 32 contains 5849 members 
Mstep: Class 33 contains 1615 members 
Mstep: Class 34 contains 6368 members 
Mstep: Class 35 contains 6993 members 
Mstep: Class 36 contains 1621 members 
Mstep: Class 37 contains 5759 members 
Mstep: Class 38 contains 21884 members 
Mstep: Class 39 contains 1015 members 
Mstep: Class 40 contains 11068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102258368.000000 Penalty: 140500.531250
Iteration 84Q: 41 clusters Score -1.022584e+08 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253837 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 4090 members 
Mstep: Class 4 contains 230354 members 
Mstep: Class 5 contains 89459 members 
Mstep: Class 6 contains 4211 members 
Mstep: Class 7 contains 30834 members 
Mstep: Class 8 contains 169397 members 
Mstep: Class 9 contains 2047 members 
Mstep: Class 10 contains 121677 members 
Mstep: Class 11 contains 207435 members 
Mstep: Class 12 contains 1421 members 
Mstep: Class 13 contains 3655 members 
Mstep: Class 14 contains 2512 members 
Mstep: Class 15 contains 45792 members 
Mstep: Class 16 contains 13586 members 
Mstep: Class 17 contains 4023 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 5035 members 
Mstep: Class 20 contains 3495 members 
Mstep: Class 21 contains 4493 members 
Mstep: Class 22 contains 17824 members 
Mstep: Class 23 contains 35833 members 
Mstep: Class 24 contains 17348 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 4960 members 
Mstep: Class 27 contains 30626 members 
Mstep: Class 28 contains 7866 members 
Mstep: Class 29 contains 5943 members 
Mstep: Class 30 contains 4132 members 
Mstep: Class 31 contains 19061 members 
Mstep: Class 32 contains 5837 members 
Mstep: Class 33 contains 1601 members 
Mstep: Class 34 contains 6464 members 
Mstep: Class 35 contains 6989 members 
Mstep: Class 36 contains 1617 members 
Mstep: Class 37 contains 5783 members 
Mstep: Class 38 contains 21913 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 11317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102258624.000000 Penalty: 140500.531250
Iteration 85Q: 41 clusters Score -1.022586e+08 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253922 members 
Mstep: Class 2 contains 8271 members 
Mstep: Class 3 contains 4106 members 
Mstep: Class 4 contains 230036 members 
Mstep: Class 5 contains 89566 members 
Mstep: Class 6 contains 4177 members 
Mstep: Class 7 contains 30782 members 
Mstep: Class 8 contains 169439 members 
Mstep: Class 9 contains 2056 members 
Mstep: Class 10 contains 121505 members 
Mstep: Class 11 contains 207432 members 
Mstep: Class 12 contains 1438 members 
Mstep: Class 13 contains 3636 members 
Mstep: Class 14 contains 2515 members 
Mstep: Class 15 contains 45658 members 
Mstep: Class 16 contains 13613 members 
Mstep: Class 17 contains 4040 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 5033 members 
Mstep: Class 20 contains 3454 members 
Mstep: Class 21 contains 4482 members 
Mstep: Class 22 contains 17830 members 
Mstep: Class 23 contains 35988 members 
Mstep: Class 24 contains 17314 members 
Mstep: Class 25 contains 2051 members 
Mstep: Class 26 contains 4968 members 
Mstep: Class 27 contains 30593 members 
Mstep: Class 28 contains 7901 members 
Mstep: Class 29 contains 5943 members 
Mstep: Class 30 contains 4132 members 
Mstep: Class 31 contains 19051 members 
Mstep: Class 32 contains 5830 members 
Mstep: Class 33 contains 1586 members 
Mstep: Class 34 contains 6568 members 
Mstep: Class 35 contains 6984 members 
Mstep: Class 36 contains 1617 members 
Mstep: Class 37 contains 5796 members 
Mstep: Class 38 contains 21937 members 
Mstep: Class 39 contains 1004 members 
Mstep: Class 40 contains 11540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102259360.000000 Penalty: 140500.531250
Iteration 86Q: 41 clusters Score -1.022594e+08 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253978 members 
Mstep: Class 2 contains 8279 members 
Mstep: Class 3 contains 4129 members 
Mstep: Class 4 contains 229713 members 
Mstep: Class 5 contains 89692 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 30714 members 
Mstep: Class 8 contains 169468 members 
Mstep: Class 9 contains 2069 members 
Mstep: Class 10 contains 121370 members 
Mstep: Class 11 contains 207425 members 
Mstep: Class 12 contains 1450 members 
Mstep: Class 13 contains 3621 members 
Mstep: Class 14 contains 2518 members 
Mstep: Class 15 contains 45557 members 
Mstep: Class 16 contains 13621 members 
Mstep: Class 17 contains 4051 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5032 members 
Mstep: Class 20 contains 3431 members 
Mstep: Class 21 contains 4482 members 
Mstep: Class 22 contains 17835 members 
Mstep: Class 23 contains 36156 members 
Mstep: Class 24 contains 17292 members 
Mstep: Class 25 contains 2045 members 
Mstep: Class 26 contains 4972 members 
Mstep: Class 27 contains 30558 members 
Mstep: Class 28 contains 7931 members 
Mstep: Class 29 contains 5942 members 
Mstep: Class 30 contains 4126 members 
Mstep: Class 31 contains 19042 members 
Mstep: Class 32 contains 5833 members 
Mstep: Class 33 contains 1576 members 
Mstep: Class 34 contains 6647 members 
Mstep: Class 35 contains 6982 members 
Mstep: Class 36 contains 1613 members 
Mstep: Class 37 contains 5802 members 
Mstep: Class 38 contains 21958 members 
Mstep: Class 39 contains 997 members 
Mstep: Class 40 contains 11732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102259600.000000 Penalty: 140500.531250
Iteration 87Q: 41 clusters Score -1.022596e+08 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254050 members 
Mstep: Class 2 contains 8287 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 229450 members 
Mstep: Class 5 contains 89805 members 
Mstep: Class 6 contains 4130 members 
Mstep: Class 7 contains 30662 members 
Mstep: Class 8 contains 169489 members 
Mstep: Class 9 contains 2073 members 
Mstep: Class 10 contains 121251 members 
Mstep: Class 11 contains 207424 members 
Mstep: Class 12 contains 1459 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 2518 members 
Mstep: Class 15 contains 45449 members 
Mstep: Class 16 contains 13645 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5033 members 
Mstep: Class 20 contains 3391 members 
Mstep: Class 21 contains 4487 members 
Mstep: Class 22 contains 17838 members 
Mstep: Class 23 contains 36317 members 
Mstep: Class 24 contains 17274 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 4976 members 
Mstep: Class 27 contains 30516 members 
Mstep: Class 28 contains 7967 members 
Mstep: Class 29 contains 5942 members 
Mstep: Class 30 contains 4123 members 
Mstep: Class 31 contains 19045 members 
Mstep: Class 32 contains 5831 members 
Mstep: Class 33 contains 1563 members 
Mstep: Class 34 contains 6710 members 
Mstep: Class 35 contains 6980 members 
Mstep: Class 36 contains 1616 members 
Mstep: Class 37 contains 5807 members 
Mstep: Class 38 contains 21962 members 
Mstep: Class 39 contains 987 members 
Mstep: Class 40 contains 11879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102259744.000000 Penalty: 140500.531250
Iteration 88Q: 41 clusters Score -1.022597e+08 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254126 members 
Mstep: Class 2 contains 8289 members 
Mstep: Class 3 contains 4166 members 
Mstep: Class 4 contains 229204 members 
Mstep: Class 5 contains 89919 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 30595 members 
Mstep: Class 8 contains 169541 members 
Mstep: Class 9 contains 2080 members 
Mstep: Class 10 contains 121144 members 
Mstep: Class 11 contains 207419 members 
Mstep: Class 12 contains 1475 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 2519 members 
Mstep: Class 15 contains 45342 members 
Mstep: Class 16 contains 13660 members 
Mstep: Class 17 contains 4069 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5030 members 
Mstep: Class 20 contains 3345 members 
Mstep: Class 21 contains 4487 members 
Mstep: Class 22 contains 17846 members 
Mstep: Class 23 contains 36458 members 
Mstep: Class 24 contains 17252 members 
Mstep: Class 25 contains 2034 members 
Mstep: Class 26 contains 4977 members 
Mstep: Class 27 contains 30476 members 
Mstep: Class 28 contains 7998 members 
Mstep: Class 29 contains 5941 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 19046 members 
Mstep: Class 32 contains 5828 members 
Mstep: Class 33 contains 1560 members 
Mstep: Class 34 contains 6775 members 
Mstep: Class 35 contains 6977 members 
Mstep: Class 36 contains 1618 members 
Mstep: Class 37 contains 5814 members 
Mstep: Class 38 contains 21971 members 
Mstep: Class 39 contains 978 members 
Mstep: Class 40 contains 11997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102259864.000000 Penalty: 140500.531250
Iteration 89Q: 41 clusters Score -1.022599e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254165 members 
Mstep: Class 2 contains 8288 members 
Mstep: Class 3 contains 4188 members 
Mstep: Class 4 contains 228978 members 
Mstep: Class 5 contains 90028 members 
Mstep: Class 6 contains 4104 members 
Mstep: Class 7 contains 30562 members 
Mstep: Class 8 contains 169577 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 121063 members 
Mstep: Class 11 contains 207415 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 3594 members 
Mstep: Class 14 contains 2519 members 
Mstep: Class 15 contains 45245 members 
Mstep: Class 16 contains 13666 members 
Mstep: Class 17 contains 4073 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5032 members 
Mstep: Class 20 contains 3309 members 
Mstep: Class 21 contains 4481 members 
Mstep: Class 22 contains 17857 members 
Mstep: Class 23 contains 36592 members 
Mstep: Class 24 contains 17228 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 4978 members 
Mstep: Class 27 contains 30446 members 
Mstep: Class 28 contains 8035 members 
Mstep: Class 29 contains 5941 members 
Mstep: Class 30 contains 4113 members 
Mstep: Class 31 contains 19044 members 
Mstep: Class 32 contains 5819 members 
Mstep: Class 33 contains 1558 members 
Mstep: Class 34 contains 6829 members 
Mstep: Class 35 contains 6976 members 
Mstep: Class 36 contains 1613 members 
Mstep: Class 37 contains 5813 members 
Mstep: Class 38 contains 21973 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 12114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102259896.000000 Penalty: 140500.531250
Iteration 90Q: 41 clusters Score -1.022599e+08 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254223 members 
Mstep: Class 2 contains 8286 members 
Mstep: Class 3 contains 4207 members 
Mstep: Class 4 contains 228746 members 
Mstep: Class 5 contains 90126 members 
Mstep: Class 6 contains 4099 members 
Mstep: Class 7 contains 30521 members 
Mstep: Class 8 contains 169608 members 
Mstep: Class 9 contains 2086 members 
Mstep: Class 10 contains 120995 members 
Mstep: Class 11 contains 207412 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 3590 members 
Mstep: Class 14 contains 2518 members 
Mstep: Class 15 contains 45162 members 
Mstep: Class 16 contains 13668 members 
Mstep: Class 17 contains 4078 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5030 members 
Mstep: Class 20 contains 3284 members 
Mstep: Class 21 contains 4473 members 
Mstep: Class 22 contains 17860 members 
Mstep: Class 23 contains 36713 members 
Mstep: Class 24 contains 17217 members 
Mstep: Class 25 contains 2010 members 
Mstep: Class 26 contains 4979 members 
Mstep: Class 27 contains 30413 members 
Mstep: Class 28 contains 8059 members 
Mstep: Class 29 contains 5942 members 
Mstep: Class 30 contains 4108 members 
Mstep: Class 31 contains 19048 members 
Mstep: Class 32 contains 5821 members 
Mstep: Class 33 contains 1558 members 
Mstep: Class 34 contains 6866 members 
Mstep: Class 35 contains 6973 members 
Mstep: Class 36 contains 1611 members 
Mstep: Class 37 contains 5814 members 
Mstep: Class 38 contains 21973 members 
Mstep: Class 39 contains 975 members 
Mstep: Class 40 contains 12222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102259912.000000 Penalty: 140500.531250
Iteration 91Q: 41 clusters Score -1.022599e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254294 members 
Mstep: Class 2 contains 8287 members 
Mstep: Class 3 contains 4215 members 
Mstep: Class 4 contains 228515 members 
Mstep: Class 5 contains 90242 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 30483 members 
Mstep: Class 8 contains 169615 members 
Mstep: Class 9 contains 2087 members 
Mstep: Class 10 contains 120942 members 
Mstep: Class 11 contains 207412 members 
Mstep: Class 12 contains 1536 members 
Mstep: Class 13 contains 3588 members 
Mstep: Class 14 contains 2518 members 
Mstep: Class 15 contains 45092 members 
Mstep: Class 16 contains 13668 members 
Mstep: Class 17 contains 4083 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5029 members 
Mstep: Class 20 contains 3245 members 
Mstep: Class 21 contains 4474 members 
Mstep: Class 22 contains 17865 members 
Mstep: Class 23 contains 36834 members 
Mstep: Class 24 contains 17205 members 
Mstep: Class 25 contains 1997 members 
Mstep: Class 26 contains 4978 members 
Mstep: Class 27 contains 30374 members 
Mstep: Class 28 contains 8085 members 
Mstep: Class 29 contains 5941 members 
Mstep: Class 30 contains 4104 members 
Mstep: Class 31 contains 19043 members 
Mstep: Class 32 contains 5818 members 
Mstep: Class 33 contains 1556 members 
Mstep: Class 34 contains 6922 members 
Mstep: Class 35 contains 6971 members 
Mstep: Class 36 contains 1611 members 
Mstep: Class 37 contains 5819 members 
Mstep: Class 38 contains 21973 members 
Mstep: Class 39 contains 975 members 
Mstep: Class 40 contains 12306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102260496.000000 Penalty: 140500.531250
Iteration 92Q: 41 clusters Score -1.022605e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254324 members 
Mstep: Class 2 contains 8290 members 
Mstep: Class 3 contains 4223 members 
Mstep: Class 4 contains 228312 members 
Mstep: Class 5 contains 90343 members 
Mstep: Class 6 contains 4084 members 
Mstep: Class 7 contains 30461 members 
Mstep: Class 8 contains 169642 members 
Mstep: Class 9 contains 2088 members 
Mstep: Class 10 contains 120910 members 
Mstep: Class 11 contains 207408 members 
Mstep: Class 12 contains 1557 members 
Mstep: Class 13 contains 3580 members 
Mstep: Class 14 contains 2518 members 
Mstep: Class 15 contains 45026 members 
Mstep: Class 16 contains 13668 members 
Mstep: Class 17 contains 4086 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5028 members 
Mstep: Class 20 contains 3213 members 
Mstep: Class 21 contains 4477 members 
Mstep: Class 22 contains 17871 members 
Mstep: Class 23 contains 36949 members 
Mstep: Class 24 contains 17190 members 
Mstep: Class 25 contains 1984 members 
Mstep: Class 26 contains 4979 members 
Mstep: Class 27 contains 30337 members 
Mstep: Class 28 contains 8104 members 
Mstep: Class 29 contains 5942 members 
Mstep: Class 30 contains 4103 members 
Mstep: Class 31 contains 19043 members 
Mstep: Class 32 contains 5816 members 
Mstep: Class 33 contains 1556 members 
Mstep: Class 34 contains 6964 members 
Mstep: Class 35 contains 6962 members 
Mstep: Class 36 contains 1609 members 
Mstep: Class 37 contains 5822 members 
Mstep: Class 38 contains 21971 members 
Mstep: Class 39 contains 977 members 
Mstep: Class 40 contains 12376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102260648.000000 Penalty: 140500.531250
Iteration 93Q: 41 clusters Score -1.022606e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254345 members 
Mstep: Class 2 contains 8291 members 
Mstep: Class 3 contains 4226 members 
Mstep: Class 4 contains 228143 members 
Mstep: Class 5 contains 90436 members 
Mstep: Class 6 contains 4080 members 
Mstep: Class 7 contains 30444 members 
Mstep: Class 8 contains 169660 members 
Mstep: Class 9 contains 2088 members 
Mstep: Class 10 contains 120869 members 
Mstep: Class 11 contains 207407 members 
Mstep: Class 12 contains 1576 members 
Mstep: Class 13 contains 3574 members 
Mstep: Class 14 contains 2518 members 
Mstep: Class 15 contains 44947 members 
Mstep: Class 16 contains 13662 members 
Mstep: Class 17 contains 4089 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5028 members 
Mstep: Class 20 contains 3178 members 
Mstep: Class 21 contains 4480 members 
Mstep: Class 22 contains 17874 members 
Mstep: Class 23 contains 37076 members 
Mstep: Class 24 contains 17182 members 
Mstep: Class 25 contains 1976 members 
Mstep: Class 26 contains 4981 members 
Mstep: Class 27 contains 30305 members 
Mstep: Class 28 contains 8121 members 
Mstep: Class 29 contains 5942 members 
Mstep: Class 30 contains 4098 members 
Mstep: Class 31 contains 19039 members 
Mstep: Class 32 contains 5807 members 
Mstep: Class 33 contains 1556 members 
Mstep: Class 34 contains 7005 members 
Mstep: Class 35 contains 6955 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 5823 members 
Mstep: Class 38 contains 21972 members 
Mstep: Class 39 contains 977 members 
Mstep: Class 40 contains 12455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102260576.000000 Penalty: 140500.531250
Iteration 94Q: 41 clusters Score -1.022606e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254368 members 
Mstep: Class 2 contains 8292 members 
Mstep: Class 3 contains 4229 members 
Mstep: Class 4 contains 227974 members 
Mstep: Class 5 contains 90541 members 
Mstep: Class 6 contains 4078 members 
Mstep: Class 7 contains 30421 members 
Mstep: Class 8 contains 169657 members 
Mstep: Class 9 contains 2088 members 
Mstep: Class 10 contains 120850 members 
Mstep: Class 11 contains 207405 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 13 contains 3568 members 
Mstep: Class 14 contains 2518 members 
Mstep: Class 15 contains 44867 members 
Mstep: Class 16 contains 13653 members 
Mstep: Class 17 contains 4093 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5028 members 
Mstep: Class 20 contains 3141 members 
Mstep: Class 21 contains 4483 members 
Mstep: Class 22 contains 17876 members 
Mstep: Class 23 contains 37192 members 
Mstep: Class 24 contains 17165 members 
Mstep: Class 25 contains 1977 members 
Mstep: Class 26 contains 4984 members 
Mstep: Class 27 contains 30283 members 
Mstep: Class 28 contains 8134 members 
Mstep: Class 29 contains 5944 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 19038 members 
Mstep: Class 32 contains 5802 members 
Mstep: Class 33 contains 1557 members 
Mstep: Class 34 contains 7041 members 
Mstep: Class 35 contains 6948 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 5825 members 
Mstep: Class 38 contains 21971 members 
Mstep: Class 39 contains 975 members 
Mstep: Class 40 contains 12537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102260560.000000 Penalty: 140500.531250
Iteration 95Q: 41 clusters Score -1.022606e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254387 members 
Mstep: Class 2 contains 8297 members 
Mstep: Class 3 contains 4235 members 
Mstep: Class 4 contains 227825 members 
Mstep: Class 5 contains 90633 members 
Mstep: Class 6 contains 4075 members 
Mstep: Class 7 contains 30408 members 
Mstep: Class 8 contains 169666 members 
Mstep: Class 9 contains 2088 members 
Mstep: Class 10 contains 120806 members 
Mstep: Class 11 contains 207403 members 
Mstep: Class 12 contains 1594 members 
Mstep: Class 13 contains 3565 members 
Mstep: Class 14 contains 2518 members 
Mstep: Class 15 contains 44789 members 
Mstep: Class 16 contains 13644 members 
Mstep: Class 17 contains 4095 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5025 members 
Mstep: Class 20 contains 3120 members 
Mstep: Class 21 contains 4482 members 
Mstep: Class 22 contains 17881 members 
Mstep: Class 23 contains 37292 members 
Mstep: Class 24 contains 17163 members 
Mstep: Class 25 contains 1975 members 
Mstep: Class 26 contains 4985 members 
Mstep: Class 27 contains 30264 members 
Mstep: Class 28 contains 8151 members 
Mstep: Class 29 contains 5943 members 
Mstep: Class 30 contains 4103 members 
Mstep: Class 31 contains 19038 members 
Mstep: Class 32 contains 5801 members 
Mstep: Class 33 contains 1558 members 
Mstep: Class 34 contains 7066 members 
Mstep: Class 35 contains 6944 members 
Mstep: Class 36 contains 1606 members 
Mstep: Class 37 contains 5829 members 
Mstep: Class 38 contains 21973 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 12592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102260576.000000 Penalty: 140500.531250
Iteration 96Q: 41 clusters Score -1.022606e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254387 members 
Mstep: Class 2 contains 8306 members 
Mstep: Class 3 contains 4238 members 
Mstep: Class 4 contains 227679 members 
Mstep: Class 5 contains 90722 members 
Mstep: Class 6 contains 4073 members 
Mstep: Class 7 contains 30397 members 
Mstep: Class 8 contains 169691 members 
Mstep: Class 9 contains 2088 members 
Mstep: Class 10 contains 120782 members 
Mstep: Class 11 contains 207406 members 
Mstep: Class 12 contains 1602 members 
Mstep: Class 13 contains 3560 members 
Mstep: Class 14 contains 2518 members 
Mstep: Class 15 contains 44727 members 
Mstep: Class 16 contains 13642 members 
Mstep: Class 17 contains 4097 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5024 members 
Mstep: Class 20 contains 3110 members 
Mstep: Class 21 contains 4479 members 
Mstep: Class 22 contains 17883 members 
Mstep: Class 23 contains 37374 members 
Mstep: Class 24 contains 17152 members 
Mstep: Class 25 contains 1975 members 
Mstep: Class 26 contains 4984 members 
Mstep: Class 27 contains 30249 members 
Mstep: Class 28 contains 8163 members 
Mstep: Class 29 contains 5943 members 
Mstep: Class 30 contains 4103 members 
Mstep: Class 31 contains 19034 members 
Mstep: Class 32 contains 5803 members 
Mstep: Class 33 contains 1557 members 
Mstep: Class 34 contains 7088 members 
Mstep: Class 35 contains 6941 members 
Mstep: Class 36 contains 1606 members 
Mstep: Class 37 contains 5829 members 
Mstep: Class 38 contains 21964 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 12643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102260720.000000 Penalty: 140500.531250
Iteration 97Q: 41 clusters Score -1.022607e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254369 members 
Mstep: Class 2 contains 8314 members 
Mstep: Class 3 contains 4240 members 
Mstep: Class 4 contains 227574 members 
Mstep: Class 5 contains 90810 members 
Mstep: Class 6 contains 4072 members 
Mstep: Class 7 contains 30389 members 
Mstep: Class 8 contains 169705 members 
Mstep: Class 9 contains 2088 members 
Mstep: Class 10 contains 120763 members 
Mstep: Class 11 contains 207407 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 3557 members 
Mstep: Class 14 contains 2518 members 
Mstep: Class 15 contains 44673 members 
Mstep: Class 16 contains 13636 members 
Mstep: Class 17 contains 4102 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5024 members 
Mstep: Class 20 contains 3093 members 
Mstep: Class 21 contains 4479 members 
Mstep: Class 22 contains 17888 members 
Mstep: Class 23 contains 37448 members 
Mstep: Class 24 contains 17137 members 
Mstep: Class 25 contains 1973 members 
Mstep: Class 26 contains 4984 members 
Mstep: Class 27 contains 30232 members 
Mstep: Class 28 contains 8175 members 
Mstep: Class 29 contains 5943 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 19036 members 
Mstep: Class 32 contains 5803 members 
Mstep: Class 33 contains 1555 members 
Mstep: Class 34 contains 7109 members 
Mstep: Class 35 contains 6938 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 5831 members 
Mstep: Class 38 contains 21961 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 12678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102260792.000000 Penalty: 140500.531250
Iteration 98Q: 41 clusters Score -1.022608e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254356 members 
Mstep: Class 2 contains 8319 members 
Mstep: Class 3 contains 4242 members 
Mstep: Class 4 contains 227461 members 
Mstep: Class 5 contains 90901 members 
Mstep: Class 6 contains 4068 members 
Mstep: Class 7 contains 30362 members 
Mstep: Class 8 contains 169740 members 
Mstep: Class 9 contains 2088 members 
Mstep: Class 10 contains 120738 members 
Mstep: Class 11 contains 207403 members 
Mstep: Class 12 contains 1613 members 
Mstep: Class 13 contains 3555 members 
Mstep: Class 14 contains 2518 members 
Mstep: Class 15 contains 44619 members 
Mstep: Class 16 contains 13630 members 
Mstep: Class 17 contains 4106 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5025 members 
Mstep: Class 20 contains 3070 members 
Mstep: Class 21 contains 4483 members 
Mstep: Class 22 contains 17893 members 
Mstep: Class 23 contains 37512 members 
Mstep: Class 24 contains 17132 members 
Mstep: Class 25 contains 1972 members 
Mstep: Class 26 contains 4984 members 
Mstep: Class 27 contains 30213 members 
Mstep: Class 28 contains 8189 members 
Mstep: Class 29 contains 5943 members 
Mstep: Class 30 contains 4098 members 
Mstep: Class 31 contains 19039 members 
Mstep: Class 32 contains 5807 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7132 members 
Mstep: Class 35 contains 6935 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 5832 members 
Mstep: Class 38 contains 21957 members 
Mstep: Class 39 contains 975 members 
Mstep: Class 40 contains 12724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102260808.000000 Penalty: 140500.531250
Iteration 99Q: 41 clusters Score -1.022608e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254356 members 
Mstep: Class 2 contains 8324 members 
Mstep: Class 3 contains 4246 members 
Mstep: Class 4 contains 227344 members 
Mstep: Class 5 contains 90998 members 
Mstep: Class 6 contains 4066 members 
Mstep: Class 7 contains 30333 members 
Mstep: Class 8 contains 169780 members 
Mstep: Class 9 contains 2088 members 
Mstep: Class 10 contains 120713 members 
Mstep: Class 11 contains 207396 members 
Mstep: Class 12 contains 1618 members 
Mstep: Class 13 contains 3555 members 
Mstep: Class 14 contains 2518 members 
Mstep: Class 15 contains 44557 members 
Mstep: Class 16 contains 13618 members 
Mstep: Class 17 contains 4109 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5025 members 
Mstep: Class 20 contains 3039 members 
Mstep: Class 21 contains 4483 members 
Mstep: Class 22 contains 17900 members 
Mstep: Class 23 contains 37578 members 
Mstep: Class 24 contains 17131 members 
Mstep: Class 25 contains 1971 members 
Mstep: Class 26 contains 4984 members 
Mstep: Class 27 contains 30199 members 
Mstep: Class 28 contains 8194 members 
Mstep: Class 29 contains 5944 members 
Mstep: Class 30 contains 4101 members 
Mstep: Class 31 contains 19045 members 
Mstep: Class 32 contains 5813 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7144 members 
Mstep: Class 35 contains 6934 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 5834 members 
Mstep: Class 38 contains 21952 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 12770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102260952.000000 Penalty: 140500.531250
Iteration 100F: 41 clusters Score -1.02261e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254334 members 
Mstep: Class 2 contains 8330 members 
Mstep: Class 3 contains 4249 members 
Mstep: Class 4 contains 227251 members 
Mstep: Class 5 contains 91105 members 
Mstep: Class 6 contains 4062 members 
Mstep: Class 7 contains 30322 members 
Mstep: Class 8 contains 169795 members 
Mstep: Class 9 contains 2090 members 
Mstep: Class 10 contains 120697 members 
Mstep: Class 11 contains 207396 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 2518 members 
Mstep: Class 15 contains 44507 members 
Mstep: Class 16 contains 13611 members 
Mstep: Class 17 contains 4114 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5024 members 
Mstep: Class 20 contains 3000 members 
Mstep: Class 21 contains 4482 members 
Mstep: Class 22 contains 17901 members 
Mstep: Class 23 contains 37650 members 
Mstep: Class 24 contains 17132 members 
Mstep: Class 25 contains 1963 members 
Mstep: Class 26 contains 4985 members 
Mstep: Class 27 contains 30178 members 
Mstep: Class 28 contains 8200 members 
Mstep: Class 29 contains 5944 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 19046 members 
Mstep: Class 32 contains 5819 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7160 members 
Mstep: Class 35 contains 6933 members 
Mstep: Class 36 contains 1606 members 
Mstep: Class 37 contains 5835 members 
Mstep: Class 38 contains 21944 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 12801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102260792.000000 Penalty: 140500.531250
Iteration 101Q: 41 clusters Score -1.022608e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254306 members 
Mstep: Class 2 contains 8332 members 
Mstep: Class 3 contains 4251 members 
Mstep: Class 4 contains 227168 members 
Mstep: Class 5 contains 91224 members 
Mstep: Class 6 contains 4060 members 
Mstep: Class 7 contains 30320 members 
Mstep: Class 8 contains 169798 members 
Mstep: Class 9 contains 2094 members 
Mstep: Class 10 contains 120684 members 
Mstep: Class 11 contains 207396 members 
Mstep: Class 12 contains 1640 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 2519 members 
Mstep: Class 15 contains 44468 members 
Mstep: Class 16 contains 13608 members 
Mstep: Class 17 contains 4116 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5024 members 
Mstep: Class 20 contains 2976 members 
Mstep: Class 21 contains 4481 members 
Mstep: Class 22 contains 17901 members 
Mstep: Class 23 contains 37693 members 
Mstep: Class 24 contains 17132 members 
Mstep: Class 25 contains 1952 members 
Mstep: Class 26 contains 4985 members 
Mstep: Class 27 contains 30156 members 
Mstep: Class 28 contains 8209 members 
Mstep: Class 29 contains 5944 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 19046 members 
Mstep: Class 32 contains 5820 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7170 members 
Mstep: Class 35 contains 6926 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 5835 members 
Mstep: Class 38 contains 21939 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 12831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102260992.000000 Penalty: 140500.531250
Iteration 102Q: 41 clusters Score -1.02261e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254285 members 
Mstep: Class 2 contains 8332 members 
Mstep: Class 3 contains 4251 members 
Mstep: Class 4 contains 227097 members 
Mstep: Class 5 contains 91317 members 
Mstep: Class 6 contains 4057 members 
Mstep: Class 7 contains 30315 members 
Mstep: Class 8 contains 169793 members 
Mstep: Class 9 contains 2094 members 
Mstep: Class 10 contains 120668 members 
Mstep: Class 11 contains 207395 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 13 contains 3552 members 
Mstep: Class 14 contains 2520 members 
Mstep: Class 15 contains 44432 members 
Mstep: Class 16 contains 13607 members 
Mstep: Class 17 contains 4119 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5025 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 4480 members 
Mstep: Class 22 contains 17902 members 
Mstep: Class 23 contains 37756 members 
Mstep: Class 24 contains 17129 members 
Mstep: Class 25 contains 1942 members 
Mstep: Class 26 contains 4985 members 
Mstep: Class 27 contains 30137 members 
Mstep: Class 28 contains 8214 members 
Mstep: Class 29 contains 5944 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 19046 members 
Mstep: Class 32 contains 5823 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7172 members 
Mstep: Class 35 contains 6916 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 5835 members 
Mstep: Class 38 contains 21937 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 12864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102261072.000000 Penalty: 140500.531250
Iteration 103Q: 41 clusters Score -1.022611e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254258 members 
Mstep: Class 2 contains 8331 members 
Mstep: Class 3 contains 4252 members 
Mstep: Class 4 contains 227028 members 
Mstep: Class 5 contains 91425 members 
Mstep: Class 6 contains 4053 members 
Mstep: Class 7 contains 30311 members 
Mstep: Class 8 contains 169797 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 10 contains 120655 members 
Mstep: Class 11 contains 207394 members 
Mstep: Class 12 contains 1669 members 
Mstep: Class 13 contains 3553 members 
Mstep: Class 14 contains 2521 members 
Mstep: Class 15 contains 44396 members 
Mstep: Class 16 contains 13606 members 
Mstep: Class 17 contains 4121 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5025 members 
Mstep: Class 20 contains 2936 members 
Mstep: Class 21 contains 4481 members 
Mstep: Class 22 contains 17906 members 
Mstep: Class 23 contains 37803 members 
Mstep: Class 24 contains 17126 members 
Mstep: Class 25 contains 1937 members 
Mstep: Class 26 contains 4985 members 
Mstep: Class 27 contains 30125 members 
Mstep: Class 28 contains 8219 members 
Mstep: Class 29 contains 5944 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 19044 members 
Mstep: Class 32 contains 5823 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7174 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 5836 members 
Mstep: Class 38 contains 21931 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 12890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102260984.000000 Penalty: 140500.531250
Iteration 104Q: 41 clusters Score -1.02261e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254235 members 
Mstep: Class 2 contains 8331 members 
Mstep: Class 3 contains 4252 members 
Mstep: Class 4 contains 226957 members 
Mstep: Class 5 contains 91533 members 
Mstep: Class 6 contains 4050 members 
Mstep: Class 7 contains 30309 members 
Mstep: Class 8 contains 169797 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 10 contains 120647 members 
Mstep: Class 11 contains 207392 members 
Mstep: Class 12 contains 1675 members 
Mstep: Class 13 contains 3553 members 
Mstep: Class 14 contains 2521 members 
Mstep: Class 15 contains 44367 members 
Mstep: Class 16 contains 13603 members 
Mstep: Class 17 contains 4122 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5026 members 
Mstep: Class 20 contains 2909 members 
Mstep: Class 21 contains 4481 members 
Mstep: Class 22 contains 17908 members 
Mstep: Class 23 contains 37837 members 
Mstep: Class 24 contains 17124 members 
Mstep: Class 25 contains 1933 members 
Mstep: Class 26 contains 4987 members 
Mstep: Class 27 contains 30106 members 
Mstep: Class 28 contains 8226 members 
Mstep: Class 29 contains 5944 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 19045 members 
Mstep: Class 32 contains 5826 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7175 members 
Mstep: Class 35 contains 6900 members 
Mstep: Class 36 contains 1609 members 
Mstep: Class 37 contains 5836 members 
Mstep: Class 38 contains 21927 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 12925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102260928.000000 Penalty: 140500.531250
Iteration 105Q: 41 clusters Score -1.022609e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254218 members 
Mstep: Class 2 contains 8330 members 
Mstep: Class 3 contains 4252 members 
Mstep: Class 4 contains 226888 members 
Mstep: Class 5 contains 91639 members 
Mstep: Class 6 contains 4047 members 
Mstep: Class 7 contains 30299 members 
Mstep: Class 8 contains 169793 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 10 contains 120633 members 
Mstep: Class 11 contains 207391 members 
Mstep: Class 12 contains 1679 members 
Mstep: Class 13 contains 3551 members 
Mstep: Class 14 contains 2521 members 
Mstep: Class 15 contains 44338 members 
Mstep: Class 16 contains 13604 members 
Mstep: Class 17 contains 4122 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5026 members 
Mstep: Class 20 contains 2887 members 
Mstep: Class 21 contains 4482 members 
Mstep: Class 22 contains 17909 members 
Mstep: Class 23 contains 37872 members 
Mstep: Class 24 contains 17122 members 
Mstep: Class 25 contains 1930 members 
Mstep: Class 26 contains 4988 members 
Mstep: Class 27 contains 30093 members 
Mstep: Class 28 contains 8238 members 
Mstep: Class 29 contains 5944 members 
Mstep: Class 30 contains 4099 members 
Mstep: Class 31 contains 19046 members 
Mstep: Class 32 contains 5827 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7179 members 
Mstep: Class 35 contains 6896 members 
Mstep: Class 36 contains 1610 members 
Mstep: Class 37 contains 5835 members 
Mstep: Class 38 contains 21921 members 
Mstep: Class 39 contains 978 members 
Mstep: Class 40 contains 12959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102260872.000000 Penalty: 140500.531250
Iteration 106Q: 41 clusters Score -1.022609e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254185 members 
Mstep: Class 2 contains 8331 members 
Mstep: Class 3 contains 4252 members 
Mstep: Class 4 contains 226827 members 
Mstep: Class 5 contains 91758 members 
Mstep: Class 6 contains 4044 members 
Mstep: Class 7 contains 30291 members 
Mstep: Class 8 contains 169791 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 10 contains 120616 members 
Mstep: Class 11 contains 207388 members 
Mstep: Class 12 contains 1687 members 
Mstep: Class 13 contains 3548 members 
Mstep: Class 14 contains 2521 members 
Mstep: Class 15 contains 44303 members 
Mstep: Class 16 contains 13604 members 
Mstep: Class 17 contains 4122 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5024 members 
Mstep: Class 20 contains 2855 members 
Mstep: Class 21 contains 4483 members 
Mstep: Class 22 contains 17912 members 
Mstep: Class 23 contains 37906 members 
Mstep: Class 24 contains 17120 members 
Mstep: Class 25 contains 1924 members 
Mstep: Class 26 contains 4988 members 
Mstep: Class 27 contains 30080 members 
Mstep: Class 28 contains 8247 members 
Mstep: Class 29 contains 5944 members 
Mstep: Class 30 contains 4098 members 
Mstep: Class 31 contains 19047 members 
Mstep: Class 32 contains 5828 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7183 members 
Mstep: Class 35 contains 6894 members 
Mstep: Class 36 contains 1610 members 
Mstep: Class 37 contains 5836 members 
Mstep: Class 38 contains 21916 members 
Mstep: Class 39 contains 982 members 
Mstep: Class 40 contains 13001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102261128.000000 Penalty: 140500.531250
Iteration 107Q: 41 clusters Score -1.022611e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254169 members 
Mstep: Class 2 contains 8330 members 
Mstep: Class 3 contains 4252 members 
Mstep: Class 4 contains 226750 members 
Mstep: Class 5 contains 91874 members 
Mstep: Class 6 contains 4042 members 
Mstep: Class 7 contains 30280 members 
Mstep: Class 8 contains 169810 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 10 contains 120606 members 
Mstep: Class 11 contains 207386 members 
Mstep: Class 12 contains 1697 members 
Mstep: Class 13 contains 3545 members 
Mstep: Class 14 contains 2521 members 
Mstep: Class 15 contains 44265 members 
Mstep: Class 16 contains 13604 members 
Mstep: Class 17 contains 4122 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5021 members 
Mstep: Class 20 contains 2826 members 
Mstep: Class 21 contains 4481 members 
Mstep: Class 22 contains 17915 members 
Mstep: Class 23 contains 37933 members 
Mstep: Class 24 contains 17120 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 4989 members 
Mstep: Class 27 contains 30069 members 
Mstep: Class 28 contains 8252 members 
Mstep: Class 29 contains 5945 members 
Mstep: Class 30 contains 4099 members 
Mstep: Class 31 contains 19045 members 
Mstep: Class 32 contains 5828 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7183 members 
Mstep: Class 35 contains 6890 members 
Mstep: Class 36 contains 1610 members 
Mstep: Class 37 contains 5837 members 
Mstep: Class 38 contains 21907 members 
Mstep: Class 39 contains 986 members 
Mstep: Class 40 contains 13036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102261248.000000 Penalty: 140500.531250
Iteration 108Q: 41 clusters Score -1.022612e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254151 members 
Mstep: Class 2 contains 8331 members 
Mstep: Class 3 contains 4254 members 
Mstep: Class 4 contains 226665 members 
Mstep: Class 5 contains 91996 members 
Mstep: Class 6 contains 4042 members 
Mstep: Class 7 contains 30270 members 
Mstep: Class 8 contains 169825 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 10 contains 120606 members 
Mstep: Class 11 contains 207384 members 
Mstep: Class 12 contains 1705 members 
Mstep: Class 13 contains 3543 members 
Mstep: Class 14 contains 2521 members 
Mstep: Class 15 contains 44230 members 
Mstep: Class 16 contains 13603 members 
Mstep: Class 17 contains 4122 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5022 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 4480 members 
Mstep: Class 22 contains 17917 members 
Mstep: Class 23 contains 37953 members 
Mstep: Class 24 contains 17115 members 
Mstep: Class 25 contains 1918 members 
Mstep: Class 26 contains 4990 members 
Mstep: Class 27 contains 30055 members 
Mstep: Class 28 contains 8254 members 
Mstep: Class 29 contains 5945 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 19044 members 
Mstep: Class 32 contains 5828 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7184 members 
Mstep: Class 35 contains 6883 members 
Mstep: Class 36 contains 1609 members 
Mstep: Class 37 contains 5837 members 
Mstep: Class 38 contains 21905 members 
Mstep: Class 39 contains 989 members 
Mstep: Class 40 contains 13078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102261336.000000 Penalty: 140500.531250
Iteration 109Q: 41 clusters Score -1.022613e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254128 members 
Mstep: Class 2 contains 8332 members 
Mstep: Class 3 contains 4254 members 
Mstep: Class 4 contains 226586 members 
Mstep: Class 5 contains 92105 members 
Mstep: Class 6 contains 4043 members 
Mstep: Class 7 contains 30263 members 
Mstep: Class 8 contains 169840 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 10 contains 120595 members 
Mstep: Class 11 contains 207386 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 3544 members 
Mstep: Class 14 contains 2521 members 
Mstep: Class 15 contains 44204 members 
Mstep: Class 16 contains 13599 members 
Mstep: Class 17 contains 4122 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5022 members 
Mstep: Class 20 contains 2777 members 
Mstep: Class 21 contains 4479 members 
Mstep: Class 22 contains 17918 members 
Mstep: Class 23 contains 37984 members 
Mstep: Class 24 contains 17107 members 
Mstep: Class 25 contains 1914 members 
Mstep: Class 26 contains 4992 members 
Mstep: Class 27 contains 30043 members 
Mstep: Class 28 contains 8258 members 
Mstep: Class 29 contains 5945 members 
Mstep: Class 30 contains 4099 members 
Mstep: Class 31 contains 19045 members 
Mstep: Class 32 contains 5826 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7187 members 
Mstep: Class 35 contains 6876 members 
Mstep: Class 36 contains 1609 members 
Mstep: Class 37 contains 5838 members 
Mstep: Class 38 contains 21896 members 
Mstep: Class 39 contains 992 members 
Mstep: Class 40 contains 13104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102261336.000000 Penalty: 140500.531250
Iteration 110Q: 41 clusters Score -1.022613e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254103 members 
Mstep: Class 2 contains 8336 members 
Mstep: Class 3 contains 4252 members 
Mstep: Class 4 contains 226510 members 
Mstep: Class 5 contains 92192 members 
Mstep: Class 6 contains 4043 members 
Mstep: Class 7 contains 30261 members 
Mstep: Class 8 contains 169865 members 
Mstep: Class 9 contains 2097 members 
Mstep: Class 10 contains 120589 members 
Mstep: Class 11 contains 207387 members 
Mstep: Class 12 contains 1720 members 
Mstep: Class 13 contains 3545 members 
Mstep: Class 14 contains 2521 members 
Mstep: Class 15 contains 44168 members 
Mstep: Class 16 contains 13597 members 
Mstep: Class 17 contains 4123 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5021 members 
Mstep: Class 20 contains 2777 members 
Mstep: Class 21 contains 4480 members 
Mstep: Class 22 contains 17919 members 
Mstep: Class 23 contains 38008 members 
Mstep: Class 24 contains 17099 members 
Mstep: Class 25 contains 1911 members 
Mstep: Class 26 contains 4993 members 
Mstep: Class 27 contains 30033 members 
Mstep: Class 28 contains 8264 members 
Mstep: Class 29 contains 5945 members 
Mstep: Class 30 contains 4099 members 
Mstep: Class 31 contains 19045 members 
Mstep: Class 32 contains 5823 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7189 members 
Mstep: Class 35 contains 6872 members 
Mstep: Class 36 contains 1610 members 
Mstep: Class 37 contains 5838 members 
Mstep: Class 38 contains 21885 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 13130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102261312.000000 Penalty: 140500.531250
Iteration 111Q: 41 clusters Score -1.022613e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254077 members 
Mstep: Class 2 contains 8335 members 
Mstep: Class 3 contains 4250 members 
Mstep: Class 4 contains 226429 members 
Mstep: Class 5 contains 92279 members 
Mstep: Class 6 contains 4043 members 
Mstep: Class 7 contains 30258 members 
Mstep: Class 8 contains 169894 members 
Mstep: Class 9 contains 2099 members 
Mstep: Class 10 contains 120581 members 
Mstep: Class 11 contains 207389 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 3545 members 
Mstep: Class 14 contains 2521 members 
Mstep: Class 15 contains 44138 members 
Mstep: Class 16 contains 13598 members 
Mstep: Class 17 contains 4124 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5022 members 
Mstep: Class 20 contains 2760 members 
Mstep: Class 21 contains 4477 members 
Mstep: Class 22 contains 17919 members 
Mstep: Class 23 contains 38043 members 
Mstep: Class 24 contains 17096 members 
Mstep: Class 25 contains 1908 members 
Mstep: Class 26 contains 4994 members 
Mstep: Class 27 contains 30027 members 
Mstep: Class 28 contains 8264 members 
Mstep: Class 29 contains 5945 members 
Mstep: Class 30 contains 4099 members 
Mstep: Class 31 contains 19044 members 
Mstep: Class 32 contains 5825 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7191 members 
Mstep: Class 35 contains 6865 members 
Mstep: Class 36 contains 1610 members 
Mstep: Class 37 contains 5838 members 
Mstep: Class 38 contains 21877 members 
Mstep: Class 39 contains 996 members 
Mstep: Class 40 contains 13153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102261320.000000 Penalty: 140500.531250
Iteration 112Q: 41 clusters Score -1.022613e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254054 members 
Mstep: Class 2 contains 8336 members 
Mstep: Class 3 contains 4251 members 
Mstep: Class 4 contains 226356 members 
Mstep: Class 5 contains 92363 members 
Mstep: Class 6 contains 4043 members 
Mstep: Class 7 contains 30250 members 
Mstep: Class 8 contains 169920 members 
Mstep: Class 9 contains 2102 members 
Mstep: Class 10 contains 120573 members 
Mstep: Class 11 contains 207388 members 
Mstep: Class 12 contains 1733 members 
Mstep: Class 13 contains 3544 members 
Mstep: Class 14 contains 2521 members 
Mstep: Class 15 contains 44106 members 
Mstep: Class 16 contains 13600 members 
Mstep: Class 17 contains 4125 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5024 members 
Mstep: Class 20 contains 2747 members 
Mstep: Class 21 contains 4481 members 
Mstep: Class 22 contains 17920 members 
Mstep: Class 23 contains 38081 members 
Mstep: Class 24 contains 17090 members 
Mstep: Class 25 contains 1907 members 
Mstep: Class 26 contains 4993 members 
Mstep: Class 27 contains 30018 members 
Mstep: Class 28 contains 8266 members 
Mstep: Class 29 contains 5945 members 
Mstep: Class 30 contains 4099 members 
Mstep: Class 31 contains 19041 members 
Mstep: Class 32 contains 5825 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7194 members 
Mstep: Class 35 contains 6860 members 
Mstep: Class 36 contains 1610 members 
Mstep: Class 37 contains 5838 members 
Mstep: Class 38 contains 21870 members 
Mstep: Class 39 contains 996 members 
Mstep: Class 40 contains 13171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102261384.000000 Penalty: 140500.531250
Iteration 113Q: 41 clusters Score -1.022614e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254034 members 
Mstep: Class 2 contains 8339 members 
Mstep: Class 3 contains 4250 members 
Mstep: Class 4 contains 226274 members 
Mstep: Class 5 contains 92446 members 
Mstep: Class 6 contains 4043 members 
Mstep: Class 7 contains 30251 members 
Mstep: Class 8 contains 169956 members 
Mstep: Class 9 contains 2104 members 
Mstep: Class 10 contains 120560 members 
Mstep: Class 11 contains 207386 members 
Mstep: Class 12 contains 1743 members 
Mstep: Class 13 contains 3545 members 
Mstep: Class 14 contains 2520 members 
Mstep: Class 15 contains 44090 members 
Mstep: Class 16 contains 13598 members 
Mstep: Class 17 contains 4127 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5024 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 4484 members 
Mstep: Class 22 contains 17923 members 
Mstep: Class 23 contains 38096 members 
Mstep: Class 24 contains 17085 members 
Mstep: Class 25 contains 1906 members 
Mstep: Class 26 contains 4994 members 
Mstep: Class 27 contains 30010 members 
Mstep: Class 28 contains 8267 members 
Mstep: Class 29 contains 5945 members 
Mstep: Class 30 contains 4097 members 
Mstep: Class 31 contains 19041 members 
Mstep: Class 32 contains 5824 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7196 members 
Mstep: Class 35 contains 6852 members 
Mstep: Class 36 contains 1610 members 
Mstep: Class 37 contains 5841 members 
Mstep: Class 38 contains 21862 members 
Mstep: Class 39 contains 996 members 
Mstep: Class 40 contains 13187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102261384.000000 Penalty: 140500.531250
Iteration 114Q: 41 clusters Score -1.022614e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254011 members 
Mstep: Class 2 contains 8340 members 
Mstep: Class 3 contains 4250 members 
Mstep: Class 4 contains 226197 members 
Mstep: Class 5 contains 92527 members 
Mstep: Class 6 contains 4043 members 
Mstep: Class 7 contains 30250 members 
Mstep: Class 8 contains 169985 members 
Mstep: Class 9 contains 2104 members 
Mstep: Class 10 contains 120552 members 
Mstep: Class 11 contains 207386 members 
Mstep: Class 12 contains 1755 members 
Mstep: Class 13 contains 3544 members 
Mstep: Class 14 contains 2520 members 
Mstep: Class 15 contains 44069 members 
Mstep: Class 16 contains 13597 members 
Mstep: Class 17 contains 4127 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5023 members 
Mstep: Class 20 contains 2728 members 
Mstep: Class 21 contains 4486 members 
Mstep: Class 22 contains 17925 members 
Mstep: Class 23 contains 38117 members 
Mstep: Class 24 contains 17082 members 
Mstep: Class 25 contains 1906 members 
Mstep: Class 26 contains 4994 members 
Mstep: Class 27 contains 29999 members 
Mstep: Class 28 contains 8272 members 
Mstep: Class 29 contains 5944 members 
Mstep: Class 30 contains 4096 members 
Mstep: Class 31 contains 19041 members 
Mstep: Class 32 contains 5823 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7200 members 
Mstep: Class 35 contains 6840 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 5843 members 
Mstep: Class 38 contains 21853 members 
Mstep: Class 39 contains 1002 members 
Mstep: Class 40 contains 13202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102261568.000000 Penalty: 140500.531250
Iteration 115Q: 41 clusters Score -1.022616e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253989 members 
Mstep: Class 2 contains 8341 members 
Mstep: Class 3 contains 4250 members 
Mstep: Class 4 contains 226142 members 
Mstep: Class 5 contains 92604 members 
Mstep: Class 6 contains 4043 members 
Mstep: Class 7 contains 30247 members 
Mstep: Class 8 contains 170023 members 
Mstep: Class 9 contains 2102 members 
Mstep: Class 10 contains 120547 members 
Mstep: Class 11 contains 207384 members 
Mstep: Class 12 contains 1771 members 
Mstep: Class 13 contains 3544 members 
Mstep: Class 14 contains 2520 members 
Mstep: Class 15 contains 44049 members 
Mstep: Class 16 contains 13593 members 
Mstep: Class 17 contains 4128 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5020 members 
Mstep: Class 20 contains 2722 members 
Mstep: Class 21 contains 4486 members 
Mstep: Class 22 contains 17926 members 
Mstep: Class 23 contains 38132 members 
Mstep: Class 24 contains 17079 members 
Mstep: Class 25 contains 1905 members 
Mstep: Class 26 contains 4994 members 
Mstep: Class 27 contains 29982 members 
Mstep: Class 28 contains 8271 members 
Mstep: Class 29 contains 5944 members 
Mstep: Class 30 contains 4097 members 
Mstep: Class 31 contains 19045 members 
Mstep: Class 32 contains 5821 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7206 members 
Mstep: Class 35 contains 6830 members 
Mstep: Class 36 contains 1606 members 
Mstep: Class 37 contains 5845 members 
Mstep: Class 38 contains 21836 members 
Mstep: Class 39 contains 1003 members 
Mstep: Class 40 contains 13214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102261600.000000 Penalty: 140500.531250
Iteration 116Q: 41 clusters Score -1.022616e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253963 members 
Mstep: Class 2 contains 8343 members 
Mstep: Class 3 contains 4251 members 
Mstep: Class 4 contains 226084 members 
Mstep: Class 5 contains 92693 members 
Mstep: Class 6 contains 4042 members 
Mstep: Class 7 contains 30232 members 
Mstep: Class 8 contains 170047 members 
Mstep: Class 9 contains 2103 members 
Mstep: Class 10 contains 120547 members 
Mstep: Class 11 contains 207385 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 3541 members 
Mstep: Class 14 contains 2521 members 
Mstep: Class 15 contains 44030 members 
Mstep: Class 16 contains 13589 members 
Mstep: Class 17 contains 4129 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5020 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 4488 members 
Mstep: Class 22 contains 17926 members 
Mstep: Class 23 contains 38167 members 
Mstep: Class 24 contains 17075 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 4995 members 
Mstep: Class 27 contains 29967 members 
Mstep: Class 28 contains 8273 members 
Mstep: Class 29 contains 5944 members 
Mstep: Class 30 contains 4096 members 
Mstep: Class 31 contains 19047 members 
Mstep: Class 32 contains 5820 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7216 members 
Mstep: Class 35 contains 6818 members 
Mstep: Class 36 contains 1606 members 
Mstep: Class 37 contains 5846 members 
Mstep: Class 38 contains 21821 members 
Mstep: Class 39 contains 1001 members 
Mstep: Class 40 contains 13217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102261536.000000 Penalty: 140500.531250
Iteration 117Q: 41 clusters Score -1.022615e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253933 members 
Mstep: Class 2 contains 8345 members 
Mstep: Class 3 contains 4253 members 
Mstep: Class 4 contains 226020 members 
Mstep: Class 5 contains 92784 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 30229 members 
Mstep: Class 8 contains 170076 members 
Mstep: Class 9 contains 2105 members 
Mstep: Class 10 contains 120542 members 
Mstep: Class 11 contains 207388 members 
Mstep: Class 12 contains 1800 members 
Mstep: Class 13 contains 3541 members 
Mstep: Class 14 contains 2521 members 
Mstep: Class 15 contains 44005 members 
Mstep: Class 16 contains 13586 members 
Mstep: Class 17 contains 4130 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5021 members 
Mstep: Class 20 contains 2708 members 
Mstep: Class 21 contains 4490 members 
Mstep: Class 22 contains 17929 members 
Mstep: Class 23 contains 38189 members 
Mstep: Class 24 contains 17074 members 
Mstep: Class 25 contains 1901 members 
Mstep: Class 26 contains 4996 members 
Mstep: Class 27 contains 29952 members 
Mstep: Class 28 contains 8275 members 
Mstep: Class 29 contains 5944 members 
Mstep: Class 30 contains 4095 members 
Mstep: Class 31 contains 19047 members 
Mstep: Class 32 contains 5818 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7227 members 
Mstep: Class 35 contains 6801 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 5849 members 
Mstep: Class 38 contains 21801 members 
Mstep: Class 39 contains 1000 members 
Mstep: Class 40 contains 13221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102261704.000000 Penalty: 140500.531250
Iteration 118Q: 41 clusters Score -1.022617e+08 nChanged 364
Entering ConstructFrom: 
Score: -102261704.000000 Penalty: 140500.531250
Entering ConstructFrom: 
Trying to split cluster 1 (253903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253903 members 
Entering Unmasked Estep 
Score: -19050800.000000 Penalty: 3086.287598
	Iteration 0F: 2 clusters Score -1.90508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126764 members 
Mstep: Class 2 contains 127139 members 
Entering Unmasked Estep 
Score: -18880204.000000 Penalty: 6172.575195
	Iteration 0F: 3 clusters Score -1.88802e+07 nChanged 122461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125159 members 
Mstep: Class 2 contains 128744 members 
Entering Unmasked Estep 
Score: -18952390.000000 Penalty: 6172.575195
	Iteration 1F: 3 clusters Score -1.895239e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124266 members 
Mstep: Class 2 contains 129637 members 
Entering Unmasked Estep 
Score: -18953676.000000 Penalty: 6172.575195
	Iteration 2Q: 3 clusters Score -1.895368e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122912 members 
Mstep: Class 2 contains 130991 members 
Entering Unmasked Estep 
Score: -18955540.000000 Penalty: 6172.575195
	Iteration 3Q: 3 clusters Score -1.895554e+07 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120791 members 
Mstep: Class 2 contains 133112 members 
Entering Unmasked Estep 
Score: -18958138.000000 Penalty: 6172.575195
	Iteration 4Q: 3 clusters Score -1.895814e+07 nChanged 9849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117982 members 
Mstep: Class 2 contains 135921 members 
Entering Unmasked Estep 
Score: -18962492.000000 Penalty: 6172.575195
	Iteration 5Q: 3 clusters Score -1.896249e+07 nChanged 11717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114191 members 
Mstep: Class 2 contains 139712 members 
Entering Unmasked Estep 
Score: -18969040.000000 Penalty: 6172.575195
	Iteration 6Q: 3 clusters Score -1.896904e+07 nChanged 13826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109249 members 
Mstep: Class 2 contains 144654 members 
Entering Unmasked Estep 
Score: -18977862.000000 Penalty: 6172.575195
	Iteration 7F: 3 clusters Score -1.897786e+07 nChanged 15359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103266 members 
Mstep: Class 2 contains 150637 members 
Entering Unmasked Estep 
Score: -18988606.000000 Penalty: 6172.575195
	Iteration 8F: 3 clusters Score -1.898861e+07 nChanged 15604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96862 members 
Mstep: Class 2 contains 157041 members 
Entering Unmasked Estep 
Score: -18999402.000000 Penalty: 6172.575195
	Iteration 9F: 3 clusters Score -1.89994e+07 nChanged 14387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90573 members 
Mstep: Class 2 contains 163330 members 
Entering Unmasked Estep 
Score: -19008344.000000 Penalty: 6172.575195
	Iteration 10F: 3 clusters Score -1.900834e+07 nChanged 12288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84775 members 
Mstep: Class 2 contains 169128 members 
Entering Unmasked Estep 
Score: -19014564.000000 Penalty: 6172.575195
	Iteration 11Q: 3 clusters Score -1.901456e+07 nChanged 9735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79688 members 
Mstep: Class 2 contains 174215 members 
Entering Unmasked Estep 
Score: -19018750.000000 Penalty: 6172.575195
	Iteration 12Q: 3 clusters Score -1.901875e+07 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74985 members 
Mstep: Class 2 contains 178918 members 
Entering Unmasked Estep 
Score: -19021700.000000 Penalty: 6172.575195
	Iteration 13Q: 3 clusters Score -1.90217e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70687 members 
Mstep: Class 2 contains 183216 members 
Entering Unmasked Estep 
Score: -19023692.000000 Penalty: 6172.575195
	Iteration 14Q: 3 clusters Score -1.902369e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66677 members 
Mstep: Class 2 contains 187226 members 
Entering Unmasked Estep 
Score: -19025160.000000 Penalty: 6172.575195
	Iteration 15Q: 3 clusters Score -1.902516e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62694 members 
Mstep: Class 2 contains 191209 members 
Entering Unmasked Estep 
Score: -19026390.000000 Penalty: 6172.575195
	Iteration 16Q: 3 clusters Score -1.902639e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58796 members 
Mstep: Class 2 contains 195107 members 
Entering Unmasked Estep 
Score: -19027408.000000 Penalty: 6172.575195
	Iteration 17Q: 3 clusters Score -1.902741e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 198925 members 
Entering Unmasked Estep 
Score: -19028416.000000 Penalty: 6172.575195
	Iteration 18Q: 3 clusters Score -1.902842e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 202937 members 
Entering Unmasked Estep 
Score: -19029536.000000 Penalty: 6172.575195
	Iteration 19Q: 3 clusters Score -1.902954e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46814 members 
Mstep: Class 2 contains 207089 members 
Entering Unmasked Estep 
Score: -19030798.000000 Penalty: 6172.575195
	Iteration 20F: 3 clusters Score -1.90308e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 211328 members 
Entering Unmasked Estep 
Score: -19032032.000000 Penalty: 6172.575195
	Iteration 21Q: 3 clusters Score -1.903203e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 215612 members 
Entering Unmasked Estep 
Score: -19033316.000000 Penalty: 6172.575195
	Iteration 22Q: 3 clusters Score -1.903332e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 219968 members 
Entering Unmasked Estep 
Score: -19034760.000000 Penalty: 6172.575195
	Iteration 23Q: 3 clusters Score -1.903476e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 224263 members 
Entering Unmasked Estep 
Score: -19036312.000000 Penalty: 6172.575195
	Iteration 24Q: 3 clusters Score -1.903631e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 228459 members 
Entering Unmasked Estep 
Score: -19037806.000000 Penalty: 6172.575195
	Iteration 25Q: 3 clusters Score -1.903781e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 232459 members 
Entering Unmasked Estep 
Score: -19039476.000000 Penalty: 6172.575195
	Iteration 26Q: 3 clusters Score -1.903948e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 236219 members 
Entering Unmasked Estep 
Score: -19041018.000000 Penalty: 6172.575195
	Iteration 27Q: 3 clusters Score -1.904102e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 239629 members 
Entering Unmasked Estep 
Score: -19042554.000000 Penalty: 6172.575195
	Iteration 28Q: 3 clusters Score -1.904255e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 242605 members 
Entering Unmasked Estep 
Score: -19043802.000000 Penalty: 6172.575195
	Iteration 29Q: 3 clusters Score -1.90438e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 245043 members 
Entering Unmasked Estep 
Score: -19044814.000000 Penalty: 6172.575195
	Iteration 30Q: 3 clusters Score -1.904481e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 246959 members 
Entering Unmasked Estep 
Score: -19045702.000000 Penalty: 6172.575195
	Iteration 31Q: 3 clusters Score -1.90457e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 248402 members 
Entering Unmasked Estep 
Score: -19046402.000000 Penalty: 6172.575195
	Iteration 32Q: 3 clusters Score -1.90464e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 249480 members 
Entering Unmasked Estep 
Score: -19046952.000000 Penalty: 6172.575195
	Iteration 33Q: 3 clusters Score -1.904695e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 250204 members 
Entering Unmasked Estep 
Score: -19047322.000000 Penalty: 6172.575195
	Iteration 34Q: 3 clusters Score -1.904732e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 250743 members 
Entering Unmasked Estep 
Score: -19047494.000000 Penalty: 6172.575195
	Iteration 35Q: 3 clusters Score -1.904749e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 251129 members 
Entering Unmasked Estep 
Score: -19047652.000000 Penalty: 6172.575195
	Iteration 36Q: 3 clusters Score -1.904765e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 251402 members 
Entering Unmasked Estep 
Score: -19047754.000000 Penalty: 6172.575195
	Iteration 37Q: 3 clusters Score -1.904775e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 251618 members 
Entering Unmasked Estep 
Score: -19047856.000000 Penalty: 6172.575195
	Iteration 38Q: 3 clusters Score -1.904786e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 251773 members 
Entering Unmasked Estep 
Score: -19047946.000000 Penalty: 6172.575195
	Iteration 39Q: 3 clusters Score -1.904795e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 251901 members 
Entering Unmasked Estep 
Score: -19048018.000000 Penalty: 6172.575195
	Iteration 40F: 3 clusters Score -1.904802e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 251996 members 
Entering Unmasked Estep 
Score: -19048064.000000 Penalty: 6172.575195
	Iteration 41Q: 3 clusters Score -1.904806e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 252084 members 
Entering Unmasked Estep 
Score: -19048122.000000 Penalty: 6172.575195
	Iteration 42Q: 3 clusters Score -1.904812e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 252145 members 
Entering Unmasked Estep 
Score: -19048144.000000 Penalty: 6172.575195
	Iteration 43Q: 3 clusters Score -1.904814e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 252197 members 
Entering Unmasked Estep 
Score: -19048160.000000 Penalty: 6172.575195
	Iteration 44Q: 3 clusters Score -1.904816e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 252229 members 
Entering Unmasked Estep 
Score: -19048196.000000 Penalty: 6172.575195
	Iteration 45Q: 3 clusters Score -1.90482e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 252264 members 
Entering Unmasked Estep 
Score: -19048218.000000 Penalty: 6172.575195
	Iteration 46Q: 3 clusters Score -1.904822e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 252281 members 
Entering Unmasked Estep 
Score: -19048234.000000 Penalty: 6172.575195
	Iteration 47Q: 3 clusters Score -1.904823e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 252301 members 
Entering Unmasked Estep 
Score: -19048224.000000 Penalty: 6172.575195
	Iteration 48Q: 3 clusters Score -1.904822e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 252321 members 
Entering Unmasked Estep 
Score: -19048218.000000 Penalty: 6172.575195
	Iteration 49Q: 3 clusters Score -1.904822e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 252342 members 
Entering Unmasked Estep 
Score: -19048252.000000 Penalty: 6172.575195
	Iteration 50Q: 3 clusters Score -1.904825e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 252362 members 
Entering Unmasked Estep 
Score: -19048266.000000 Penalty: 6172.575195
	Iteration 51Q: 3 clusters Score -1.904827e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 252377 members 
Entering Unmasked Estep 
Score: -19048264.000000 Penalty: 6172.575195
	Iteration 52Q: 3 clusters Score -1.904826e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 252391 members 
Entering Unmasked Estep 
Score: -19048290.000000 Penalty: 6172.575195
	Iteration 53Q: 3 clusters Score -1.904829e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 252406 members 
Entering Unmasked Estep 
Score: -19048284.000000 Penalty: 6172.575195
	Iteration 54Q: 3 clusters Score -1.904828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 252418 members 
Entering Unmasked Estep 
Score: -19048290.000000 Penalty: 6172.575195
	Iteration 55Q: 3 clusters Score -1.904829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 252420 members 
Entering Unmasked Estep 
Score: -19048314.000000 Penalty: 6172.575195
	Iteration 56Q: 3 clusters Score -1.904831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 252426 members 
Entering Unmasked Estep 
Score: -19048302.000000 Penalty: 6172.575195
	Iteration 57Q: 3 clusters Score -1.90483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 252434 members 
Entering Unmasked Estep 
Score: -19048310.000000 Penalty: 6172.575195
	Iteration 58Q: 3 clusters Score -1.904831e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 252444 members 
Entering Unmasked Estep 
Score: -19048304.000000 Penalty: 6172.575195
	Iteration 59Q: 3 clusters Score -1.90483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 252454 members 
Entering Unmasked Estep 
Score: -19048296.000000 Penalty: 6172.575195
	Iteration 60F: 3 clusters Score -1.90483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 252465 members 
Entering Unmasked Estep 
Score: -19048316.000000 Penalty: 6172.575195
	Iteration 61Q: 3 clusters Score -1.904832e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 252475 members 
Entering Unmasked Estep 
Score: -19048292.000000 Penalty: 6172.575195
	Iteration 62Q: 3 clusters Score -1.904829e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 252485 members 
Entering Unmasked Estep 
Score: -19048304.000000 Penalty: 6172.575195
	Iteration 63Q: 3 clusters Score -1.90483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 252489 members 
Entering Unmasked Estep 
Score: -19048304.000000 Penalty: 6172.575195
	Iteration 64Q: 3 clusters Score -1.90483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 252496 members 
Entering Unmasked Estep 
Score: -19048310.000000 Penalty: 6172.575195
	Iteration 65Q: 3 clusters Score -1.904831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 252502 members 
Entering Unmasked Estep 
Score: -19048306.000000 Penalty: 6172.575195
	Iteration 66Q: 3 clusters Score -1.904831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 252507 members 
Entering Unmasked Estep 
Score: -19048318.000000 Penalty: 6172.575195
	Iteration 67Q: 3 clusters Score -1.904832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 252506 members 
Entering Unmasked Estep 
Score: -19048328.000000 Penalty: 6172.575195
	Iteration 68Q: 3 clusters Score -1.904833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 252509 members 
Entering Unmasked Estep 
Score: -19048330.000000 Penalty: 6172.575195
	Iteration 69Q: 3 clusters Score -1.904833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 252512 members 
Entering Unmasked Estep 
Score: -19048324.000000 Penalty: 6172.575195
	Iteration 70Q: 3 clusters Score -1.904832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 252513 members 
Entering Unmasked Estep 
Score: -19048322.000000 Penalty: 6172.575195
	Iteration 71Q: 3 clusters Score -1.904832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 252514 members 
Entering Unmasked Estep 
Score: -19048320.000000 Penalty: 6172.575195
	Iteration 72Q: 3 clusters Score -1.904832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 252518 members 
Entering Unmasked Estep 
Score: -19048314.000000 Penalty: 6172.575195
	Iteration 73Q: 3 clusters Score -1.904831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 252523 members 
Entering Unmasked Estep 
Score: -19048322.000000 Penalty: 6172.575195
	Iteration 74Q: 3 clusters Score -1.904832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 252526 members 
Entering Unmasked Estep 
Score: -19048338.000000 Penalty: 6172.575195
	Iteration 75Q: 3 clusters Score -1.904834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 252530 members 
Entering Unmasked Estep 
Score: -19048332.000000 Penalty: 6172.575195
	Iteration 76Q: 3 clusters Score -1.904833e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 252539 members 
Entering Unmasked Estep 
Score: -19048330.000000 Penalty: 6172.575195
	Iteration 77Q: 3 clusters Score -1.904833e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 252546 members 
Entering Unmasked Estep 
Score: -19048322.000000 Penalty: 6172.575195
	Iteration 78Q: 3 clusters Score -1.904832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 252550 members 
Entering Unmasked Estep 
Score: -19048330.000000 Penalty: 6172.575195
	Iteration 79Q: 3 clusters Score -1.904833e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 252561 members 
Entering Unmasked Estep 
Score: -19048328.000000 Penalty: 6172.575195
	Iteration 80F: 3 clusters Score -1.904833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 252565 members 
Entering Unmasked Estep 
Score: -19048322.000000 Penalty: 6172.575195
	Iteration 81Q: 3 clusters Score -1.904832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 252565 members 
Entering Unmasked Estep 
Score: -19048328.000000 Penalty: 6172.575195
	Iteration 82Q: 3 clusters Score -1.904833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 252565 members 
Entering Unmasked Estep 
Score: -19048328.000000 Penalty: 6172.575195
	Iteration 83F: 3 clusters Score -1.904833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Entering Unmasked Estep 
Score: -623845.187500 Penalty: 2239.354980
	Iteration 0F: 2 clusters Score -623845.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -617214.625000 Penalty: 4478.709961
	Iteration 0F: 3 clusters Score -617214.6 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -619026.750000 Penalty: 4478.709961
	Iteration 1F: 3 clusters Score -619026.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -619284.500000 Penalty: 4478.709961
	Iteration 2F: 3 clusters Score -619284.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -619487.312500 Penalty: 4478.709961
	Iteration 3F: 3 clusters Score -619487.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -619663.125000 Penalty: 4478.709961
	Iteration 4Q: 3 clusters Score -619663.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -619833.562500 Penalty: 4478.709961
	Iteration 5Q: 3 clusters Score -619833.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -620030.312500 Penalty: 4478.709961
	Iteration 6Q: 3 clusters Score -620030.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -620257.750000 Penalty: 4478.709961
	Iteration 7Q: 3 clusters Score -620257.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -620484.625000 Penalty: 4478.709961
	Iteration 8Q: 3 clusters Score -620484.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -620698.062500 Penalty: 4478.709961
	Iteration 9Q: 3 clusters Score -620698.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -620852.812500 Penalty: 4478.709961
	Iteration 10Q: 3 clusters Score -620852.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -620993.062500 Penalty: 4478.709961
	Iteration 11Q: 3 clusters Score -620993.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -621122.250000 Penalty: 4478.709961
	Iteration 12Q: 3 clusters Score -621122.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -621244.687500 Penalty: 4478.709961
	Iteration 13Q: 3 clusters Score -621244.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -621349.812500 Penalty: 4478.709961
	Iteration 14Q: 3 clusters Score -621349.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -621429.812500 Penalty: 4478.709961
	Iteration 15Q: 3 clusters Score -621429.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -621497.937500 Penalty: 4478.709961
	Iteration 16Q: 3 clusters Score -621497.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -621541.625000 Penalty: 4478.709961
	Iteration 17Q: 3 clusters Score -621541.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -621574.437500 Penalty: 4478.709961
	Iteration 18Q: 3 clusters Score -621574.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -621601.125000 Penalty: 4478.709961
	Iteration 19Q: 3 clusters Score -621601.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -621624.375000 Penalty: 4478.709961
	Iteration 20F: 3 clusters Score -621624.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -621649.312500 Penalty: 4478.709961
	Iteration 21Q: 3 clusters Score -621649.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -621672.875000 Penalty: 4478.709961
	Iteration 22Q: 3 clusters Score -621672.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -621691.125000 Penalty: 4478.709961
	Iteration 23Q: 3 clusters Score -621691.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -621709.312500 Penalty: 4478.709961
	Iteration 24Q: 3 clusters Score -621709.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -621724.750000 Penalty: 4478.709961
	Iteration 25Q: 3 clusters Score -621724.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -621733.250000 Penalty: 4478.709961
	Iteration 26Q: 3 clusters Score -621733.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -621740.500000 Penalty: 4478.709961
	Iteration 27Q: 3 clusters Score -621740.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -621745.250000 Penalty: 4478.709961
	Iteration 28Q: 3 clusters Score -621745.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -621751.000000 Penalty: 4478.709961
	Iteration 29Q: 3 clusters Score -621751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -621757.562500 Penalty: 4478.709961
	Iteration 30Q: 3 clusters Score -621757.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -621763.187500 Penalty: 4478.709961
	Iteration 31Q: 3 clusters Score -621763.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -621768.187500 Penalty: 4478.709961
	Iteration 32Q: 3 clusters Score -621768.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -621775.000000 Penalty: 4478.709961
	Iteration 33Q: 3 clusters Score -621775 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -621781.875000 Penalty: 4478.709961
	Iteration 34Q: 3 clusters Score -621781.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -621787.750000 Penalty: 4478.709961
	Iteration 35Q: 3 clusters Score -621787.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -621794.062500 Penalty: 4478.709961
	Iteration 36Q: 3 clusters Score -621794.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -621798.375000 Penalty: 4478.709961
	Iteration 37Q: 3 clusters Score -621798.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -621800.937500 Penalty: 4478.709961
	Iteration 38Q: 3 clusters Score -621800.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -621808.375000 Penalty: 4478.709961
	Iteration 39Q: 3 clusters Score -621808.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -621814.562500 Penalty: 4478.709961
	Iteration 40F: 3 clusters Score -621814.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -621822.187500 Penalty: 4478.709961
	Iteration 41Q: 3 clusters Score -621822.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -621831.187500 Penalty: 4478.709961
	Iteration 42Q: 3 clusters Score -621831.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -621839.625000 Penalty: 4478.709961
	Iteration 43Q: 3 clusters Score -621839.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -621847.562500 Penalty: 4478.709961
	Iteration 44Q: 3 clusters Score -621847.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -621855.812500 Penalty: 4478.709961
	Iteration 45Q: 3 clusters Score -621855.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -621864.625000 Penalty: 4478.709961
	Iteration 46Q: 3 clusters Score -621864.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -621875.437500 Penalty: 4478.709961
	Iteration 47Q: 3 clusters Score -621875.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -621884.437500 Penalty: 4478.709961
	Iteration 48Q: 3 clusters Score -621884.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -621899.375000 Penalty: 4478.709961
	Iteration 49Q: 3 clusters Score -621899.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -621914.062500 Penalty: 4478.709961
	Iteration 50Q: 3 clusters Score -621914.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -621930.000000 Penalty: 4478.709961
	Iteration 51Q: 3 clusters Score -621930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -621946.812500 Penalty: 4478.709961
	Iteration 52Q: 3 clusters Score -621946.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -621971.437500 Penalty: 4478.709961
	Iteration 53Q: 3 clusters Score -621971.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -621993.125000 Penalty: 4478.709961
	Iteration 54Q: 3 clusters Score -621993.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -622018.625000 Penalty: 4478.709961
	Iteration 55Q: 3 clusters Score -622018.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -622051.937500 Penalty: 4478.709961
	Iteration 56Q: 3 clusters Score -622051.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -622084.250000 Penalty: 4478.709961
	Iteration 57Q: 3 clusters Score -622084.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -622120.437500 Penalty: 4478.709961
	Iteration 58Q: 3 clusters Score -622120.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -622160.875000 Penalty: 4478.709961
	Iteration 59Q: 3 clusters Score -622160.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -622209.500000 Penalty: 4478.709961
	Iteration 60F: 3 clusters Score -622209.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -622251.437500 Penalty: 4478.709961
	Iteration 61Q: 3 clusters Score -622251.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -622293.187500 Penalty: 4478.709961
	Iteration 62Q: 3 clusters Score -622293.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -622330.312500 Penalty: 4478.709961
	Iteration 63Q: 3 clusters Score -622330.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -622355.562500 Penalty: 4478.709961
	Iteration 64Q: 3 clusters Score -622355.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -622379.500000 Penalty: 4478.709961
	Iteration 65Q: 3 clusters Score -622379.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -622398.000000 Penalty: 4478.709961
	Iteration 66Q: 3 clusters Score -622398 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -622422.875000 Penalty: 4478.709961
	Iteration 67Q: 3 clusters Score -622422.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -622442.875000 Penalty: 4478.709961
	Iteration 68Q: 3 clusters Score -622442.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -622464.125000 Penalty: 4478.709961
	Iteration 69Q: 3 clusters Score -622464.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -622485.750000 Penalty: 4478.709961
	Iteration 70Q: 3 clusters Score -622485.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -622510.125000 Penalty: 4478.709961
	Iteration 71Q: 3 clusters Score -622510.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -622527.250000 Penalty: 4478.709961
	Iteration 72Q: 3 clusters Score -622527.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -622547.687500 Penalty: 4478.709961
	Iteration 73Q: 3 clusters Score -622547.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -622575.937500 Penalty: 4478.709961
	Iteration 74Q: 3 clusters Score -622575.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -622613.312500 Penalty: 4478.709961
	Iteration 75Q: 3 clusters Score -622613.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -622645.250000 Penalty: 4478.709961
	Iteration 76Q: 3 clusters Score -622645.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -622664.000000 Penalty: 4478.709961
	Iteration 77Q: 3 clusters Score -622664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -622677.187500 Penalty: 4478.709961
	Iteration 78Q: 3 clusters Score -622677.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -622688.000000 Penalty: 4478.709961
	Iteration 79Q: 3 clusters Score -622688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -622694.937500 Penalty: 4478.709961
	Iteration 80F: 3 clusters Score -622694.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -622698.562500 Penalty: 4478.709961
	Iteration 81Q: 3 clusters Score -622698.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -622699.625000 Penalty: 4478.709961
	Iteration 82Q: 3 clusters Score -622699.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -622698.750000 Penalty: 4478.709961
	Iteration 83Q: 3 clusters Score -622698.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -622701.312500 Penalty: 4478.709961
	Iteration 84Q: 3 clusters Score -622701.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -622702.875000 Penalty: 4478.709961
	Iteration 85Q: 3 clusters Score -622702.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -622704.750000 Penalty: 4478.709961
	Iteration 86Q: 3 clusters Score -622704.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -622705.187500 Penalty: 4478.709961
	Iteration 87Q: 3 clusters Score -622705.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -622707.000000 Penalty: 4478.709961
	Iteration 88Q: 3 clusters Score -622707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -622706.187500 Penalty: 4478.709961
	Iteration 89Q: 3 clusters Score -622706.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -622706.187500 Penalty: 4478.709961
	Iteration 90F: 3 clusters Score -622706.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Entering Unmasked Estep 
Score: -316381.156250 Penalty: 2072.192383
	Iteration 0F: 2 clusters Score -316381.2 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 2123 members 
Entering Unmasked Estep 
Score: -312341.187500 Penalty: 4144.384766
	Iteration 0F: 3 clusters Score -312341.2 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -313275.281250 Penalty: 4144.384766
	Iteration 1F: 3 clusters Score -313275.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -313457.375000 Penalty: 4144.384766
	Iteration 2F: 3 clusters Score -313457.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -313571.937500 Penalty: 4144.384766
	Iteration 3Q: 3 clusters Score -313571.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -313654.906250 Penalty: 4144.384766
	Iteration 4Q: 3 clusters Score -313654.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -313751.593750 Penalty: 4144.384766
	Iteration 5Q: 3 clusters Score -313751.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -313854.031250 Penalty: 4144.384766
	Iteration 6Q: 3 clusters Score -313854 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -313949.125000 Penalty: 4144.384766
	Iteration 7Q: 3 clusters Score -313949.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -314034.312500 Penalty: 4144.384766
	Iteration 8Q: 3 clusters Score -314034.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -314112.531250 Penalty: 4144.384766
	Iteration 9Q: 3 clusters Score -314112.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -314178.281250 Penalty: 4144.384766
	Iteration 10Q: 3 clusters Score -314178.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -314227.250000 Penalty: 4144.384766
	Iteration 11Q: 3 clusters Score -314227.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -314273.750000 Penalty: 4144.384766
	Iteration 12Q: 3 clusters Score -314273.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -314317.625000 Penalty: 4144.384766
	Iteration 13Q: 3 clusters Score -314317.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -314355.593750 Penalty: 4144.384766
	Iteration 14Q: 3 clusters Score -314355.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -314394.937500 Penalty: 4144.384766
	Iteration 15Q: 3 clusters Score -314394.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -314437.031250 Penalty: 4144.384766
	Iteration 16Q: 3 clusters Score -314437 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -314478.500000 Penalty: 4144.384766
	Iteration 17Q: 3 clusters Score -314478.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -314518.718750 Penalty: 4144.384766
	Iteration 18Q: 3 clusters Score -314518.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -314564.500000 Penalty: 4144.384766
	Iteration 19Q: 3 clusters Score -314564.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -314603.156250 Penalty: 4144.384766
	Iteration 20F: 3 clusters Score -314603.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -314626.812500 Penalty: 4144.384766
	Iteration 21Q: 3 clusters Score -314626.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -314644.125000 Penalty: 4144.384766
	Iteration 22Q: 3 clusters Score -314644.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -314659.312500 Penalty: 4144.384766
	Iteration 23Q: 3 clusters Score -314659.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -314672.875000 Penalty: 4144.384766
	Iteration 24Q: 3 clusters Score -314672.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -314689.281250 Penalty: 4144.384766
	Iteration 25Q: 3 clusters Score -314689.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -314705.031250 Penalty: 4144.384766
	Iteration 26Q: 3 clusters Score -314705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -314717.781250 Penalty: 4144.384766
	Iteration 27Q: 3 clusters Score -314717.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -314728.187500 Penalty: 4144.384766
	Iteration 28Q: 3 clusters Score -314728.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -314737.750000 Penalty: 4144.384766
	Iteration 29Q: 3 clusters Score -314737.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -314748.937500 Penalty: 4144.384766
	Iteration 30Q: 3 clusters Score -314748.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -314762.906250 Penalty: 4144.384766
	Iteration 31Q: 3 clusters Score -314762.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -314775.343750 Penalty: 4144.384766
	Iteration 32Q: 3 clusters Score -314775.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -314788.531250 Penalty: 4144.384766
	Iteration 33Q: 3 clusters Score -314788.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -314797.562500 Penalty: 4144.384766
	Iteration 34Q: 3 clusters Score -314797.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -314805.937500 Penalty: 4144.384766
	Iteration 35Q: 3 clusters Score -314805.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -314814.562500 Penalty: 4144.384766
	Iteration 36Q: 3 clusters Score -314814.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -314822.468750 Penalty: 4144.384766
	Iteration 37Q: 3 clusters Score -314822.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -314829.156250 Penalty: 4144.384766
	Iteration 38Q: 3 clusters Score -314829.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -314835.968750 Penalty: 4144.384766
	Iteration 39Q: 3 clusters Score -314836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -314839.500000 Penalty: 4144.384766
	Iteration 40F: 3 clusters Score -314839.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -314843.718750 Penalty: 4144.384766
	Iteration 41Q: 3 clusters Score -314843.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -314846.468750 Penalty: 4144.384766
	Iteration 42Q: 3 clusters Score -314846.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -314850.937500 Penalty: 4144.384766
	Iteration 43Q: 3 clusters Score -314850.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -314860.875000 Penalty: 4144.384766
	Iteration 44Q: 3 clusters Score -314860.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -314868.656250 Penalty: 4144.384766
	Iteration 45Q: 3 clusters Score -314868.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -314878.062500 Penalty: 4144.384766
	Iteration 46Q: 3 clusters Score -314878.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -314884.625000 Penalty: 4144.384766
	Iteration 47Q: 3 clusters Score -314884.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -314888.593750 Penalty: 4144.384766
	Iteration 48Q: 3 clusters Score -314888.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -314890.343750 Penalty: 4144.384766
	Iteration 49Q: 3 clusters Score -314890.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -314892.593750 Penalty: 4144.384766
	Iteration 50Q: 3 clusters Score -314892.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -314893.500000 Penalty: 4144.384766
	Iteration 51Q: 3 clusters Score -314893.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -314894.718750 Penalty: 4144.384766
	Iteration 52Q: 3 clusters Score -314894.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -314894.968750 Penalty: 4144.384766
	Iteration 53Q: 3 clusters Score -314895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -314894.968750 Penalty: 4144.384766
	Iteration 54F: 3 clusters Score -314895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (225971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225971 members 
Entering Unmasked Estep 
Score: -17338602.000000 Penalty: 3057.384277
	Iteration 0F: 2 clusters Score -1.73386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113515 members 
Mstep: Class 2 contains 112456 members 
Entering Unmasked Estep 
Score: -17187432.000000 Penalty: 6114.768555
	Iteration 0F: 3 clusters Score -1.718743e+07 nChanged 108548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123949 members 
Mstep: Class 2 contains 102022 members 
Entering Unmasked Estep 
Score: -17251764.000000 Penalty: 6114.768555
	Iteration 1F: 3 clusters Score -1.725176e+07 nChanged 8694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131081 members 
Mstep: Class 2 contains 94890 members 
Entering Unmasked Estep 
Score: -17254582.000000 Penalty: 6114.768555
	Iteration 2Q: 3 clusters Score -1.725458e+07 nChanged 11641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141876 members 
Mstep: Class 2 contains 84095 members 
Entering Unmasked Estep 
Score: -17260112.000000 Penalty: 6114.768555
	Iteration 3F: 3 clusters Score -1.726011e+07 nChanged 15917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157375 members 
Mstep: Class 2 contains 68596 members 
Entering Unmasked Estep 
Score: -17270486.000000 Penalty: 6114.768555
	Iteration 4F: 3 clusters Score -1.727049e+07 nChanged 20278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177487 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -17287778.000000 Penalty: 6114.768555
	Iteration 5F: 3 clusters Score -1.728778e+07 nChanged 21049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198492 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -17308700.000000 Penalty: 6114.768555
	Iteration 6F: 3 clusters Score -1.73087e+07 nChanged 15659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214143 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -17324900.000000 Penalty: 6114.768555
	Iteration 7F: 3 clusters Score -1.73249e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221756 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -17332296.000000 Penalty: 6114.768555
	Iteration 8Q: 3 clusters Score -1.73323e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224409 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -17334722.000000 Penalty: 6114.768555
	Iteration 9Q: 3 clusters Score -1.733472e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225167 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -17335418.000000 Penalty: 6114.768555
	Iteration 10Q: 3 clusters Score -1.733542e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225369 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -17335702.000000 Penalty: 6114.768555
	Iteration 11Q: 3 clusters Score -1.73357e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225456 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -17335844.000000 Penalty: 6114.768555
	Iteration 12Q: 3 clusters Score -1.733584e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225478 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -17335886.000000 Penalty: 6114.768555
	Iteration 13Q: 3 clusters Score -1.733589e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225490 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -17335920.000000 Penalty: 6114.768555
	Iteration 14Q: 3 clusters Score -1.733592e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225490 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -17335946.000000 Penalty: 6114.768555
	Iteration 15Q: 3 clusters Score -1.733595e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225497 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -17335968.000000 Penalty: 6114.768555
	Iteration 16Q: 3 clusters Score -1.733597e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225496 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -17335984.000000 Penalty: 6114.768555
	Iteration 17Q: 3 clusters Score -1.733598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225495 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -17335988.000000 Penalty: 6114.768555
	Iteration 18Q: 3 clusters Score -1.733599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225499 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -17335992.000000 Penalty: 6114.768555
	Iteration 19Q: 3 clusters Score -1.733599e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225495 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -17335996.000000 Penalty: 6114.768555
	Iteration 20F: 3 clusters Score -1.7336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225493 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -17336002.000000 Penalty: 6114.768555
	Iteration 21Q: 3 clusters Score -1.7336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225488 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -17336016.000000 Penalty: 6114.768555
	Iteration 22Q: 3 clusters Score -1.733602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225490 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -17336020.000000 Penalty: 6114.768555
	Iteration 23Q: 3 clusters Score -1.733602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225487 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -17336010.000000 Penalty: 6114.768555
	Iteration 24Q: 3 clusters Score -1.733601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225488 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -17336014.000000 Penalty: 6114.768555
	Iteration 25Q: 3 clusters Score -1.733601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225487 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -17336020.000000 Penalty: 6114.768555
	Iteration 26Q: 3 clusters Score -1.733602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225485 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -17336014.000000 Penalty: 6114.768555
	Iteration 27Q: 3 clusters Score -1.733601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225483 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -17336038.000000 Penalty: 6114.768555
	Iteration 28Q: 3 clusters Score -1.733604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225477 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -17336032.000000 Penalty: 6114.768555
	Iteration 29Q: 3 clusters Score -1.733603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225476 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -17336036.000000 Penalty: 6114.768555
	Iteration 30Q: 3 clusters Score -1.733604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225477 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -17336026.000000 Penalty: 6114.768555
	Iteration 31Q: 3 clusters Score -1.733603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225479 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -17336022.000000 Penalty: 6114.768555
	Iteration 32Q: 3 clusters Score -1.733602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225481 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -17336030.000000 Penalty: 6114.768555
	Iteration 33Q: 3 clusters Score -1.733603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225481 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -17336030.000000 Penalty: 6114.768555
	Iteration 34F: 3 clusters Score -1.733603e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (92862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92862 members 
Entering Unmasked Estep 
Score: -7127201.000000 Penalty: 2836.839600
	Iteration 0F: 2 clusters Score -7127201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -7065007.000000 Penalty: 5673.679199
	Iteration 0F: 3 clusters Score -7065007 nChanged 43776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -7089866.500000 Penalty: 5673.679199
	Iteration 1F: 3 clusters Score -7089866 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -7090414.500000 Penalty: 5673.679199
	Iteration 2Q: 3 clusters Score -7090414 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -7090960.000000 Penalty: 5673.679199
	Iteration 3Q: 3 clusters Score -7090960 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -7091446.500000 Penalty: 5673.679199
	Iteration 4Q: 3 clusters Score -7091446 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -7092054.000000 Penalty: 5673.679199
	Iteration 5Q: 3 clusters Score -7092054 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -7092883.500000 Penalty: 5673.679199
	Iteration 6Q: 3 clusters Score -7092884 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52648 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -7093888.500000 Penalty: 5673.679199
	Iteration 7Q: 3 clusters Score -7093888 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55493 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -7095387.500000 Penalty: 5673.679199
	Iteration 8Q: 3 clusters Score -7095388 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59410 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -7097703.000000 Penalty: 5673.679199
	Iteration 9Q: 3 clusters Score -7097703 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64542 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -7101141.000000 Penalty: 5673.679199
	Iteration 10F: 3 clusters Score -7101141 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70683 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -7106025.000000 Penalty: 5673.679199
	Iteration 11F: 3 clusters Score -7106025 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76878 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -7111342.000000 Penalty: 5673.679199
	Iteration 12F: 3 clusters Score -7111342 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82385 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -7116137.500000 Penalty: 5673.679199
	Iteration 13F: 3 clusters Score -7116138 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86523 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -7119884.500000 Penalty: 5673.679199
	Iteration 14Q: 3 clusters Score -7119884 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89218 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -7122198.000000 Penalty: 5673.679199
	Iteration 15Q: 3 clusters Score -7122198 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90694 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -7123437.000000 Penalty: 5673.679199
	Iteration 16Q: 3 clusters Score -7123437 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91432 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -7124093.500000 Penalty: 5673.679199
	Iteration 17Q: 3 clusters Score -7124094 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91789 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7124428.500000 Penalty: 5673.679199
	Iteration 18Q: 3 clusters Score -7124428 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91964 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7124567.000000 Penalty: 5673.679199
	Iteration 19Q: 3 clusters Score -7124567 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92061 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7124651.500000 Penalty: 5673.679199
	Iteration 20F: 3 clusters Score -7124652 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92125 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -7124690.500000 Penalty: 5673.679199
	Iteration 21Q: 3 clusters Score -7124690 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92161 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7124713.000000 Penalty: 5673.679199
	Iteration 22Q: 3 clusters Score -7124713 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92193 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7124728.000000 Penalty: 5673.679199
	Iteration 23Q: 3 clusters Score -7124728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92215 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7124740.000000 Penalty: 5673.679199
	Iteration 24Q: 3 clusters Score -7124740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92226 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7124750.000000 Penalty: 5673.679199
	Iteration 25Q: 3 clusters Score -7124750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92237 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7124757.000000 Penalty: 5673.679199
	Iteration 26Q: 3 clusters Score -7124757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92243 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7124765.500000 Penalty: 5673.679199
	Iteration 27Q: 3 clusters Score -7124766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92249 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7124763.000000 Penalty: 5673.679199
	Iteration 28Q: 3 clusters Score -7124763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92252 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7124763.500000 Penalty: 5673.679199
	Iteration 29Q: 3 clusters Score -7124764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92254 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7124767.500000 Penalty: 5673.679199
	Iteration 30Q: 3 clusters Score -7124768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92257 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7124770.500000 Penalty: 5673.679199
	Iteration 31Q: 3 clusters Score -7124770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92259 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7124775.500000 Penalty: 5673.679199
	Iteration 32Q: 3 clusters Score -7124776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92261 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7124781.000000 Penalty: 5673.679199
	Iteration 33Q: 3 clusters Score -7124781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92264 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7124784.500000 Penalty: 5673.679199
	Iteration 34Q: 3 clusters Score -7124784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92264 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7124792.500000 Penalty: 5673.679199
	Iteration 35Q: 3 clusters Score -7124792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92267 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7124787.000000 Penalty: 5673.679199
	Iteration 36Q: 3 clusters Score -7124787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92268 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7124792.000000 Penalty: 5673.679199
	Iteration 37Q: 3 clusters Score -7124792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92271 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7124801.500000 Penalty: 5673.679199
	Iteration 38Q: 3 clusters Score -7124802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92275 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -7124800.000000 Penalty: 5673.679199
	Iteration 39Q: 3 clusters Score -7124800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92278 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7124808.500000 Penalty: 5673.679199
	Iteration 40F: 3 clusters Score -7124808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92278 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7124808.000000 Penalty: 5673.679199
	Iteration 41Q: 3 clusters Score -7124808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92277 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7124805.000000 Penalty: 5673.679199
	Iteration 42Q: 3 clusters Score -7124805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92277 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7124805.000000 Penalty: 5673.679199
	Iteration 43F: 3 clusters Score -7124805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Entering Unmasked Estep 
Score: -284574.531250 Penalty: 2059.330566
	Iteration 0F: 2 clusters Score -284574.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -280729.750000 Penalty: 4118.661133
	Iteration 0F: 3 clusters Score -280729.8 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -281629.656250 Penalty: 4118.661133
	Iteration 1F: 3 clusters Score -281629.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -281849.843750 Penalty: 4118.661133
	Iteration 2F: 3 clusters Score -281849.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -281994.093750 Penalty: 4118.661133
	Iteration 3Q: 3 clusters Score -281994.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -282142.937500 Penalty: 4118.661133
	Iteration 4Q: 3 clusters Score -282142.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -282285.406250 Penalty: 4118.661133
	Iteration 5Q: 3 clusters Score -282285.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -282458.843750 Penalty: 4118.661133
	Iteration 6Q: 3 clusters Score -282458.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -282698.000000 Penalty: 4118.661133
	Iteration 7Q: 3 clusters Score -282698 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -282914.187500 Penalty: 4118.661133
	Iteration 8Q: 3 clusters Score -282914.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -283091.812500 Penalty: 4118.661133
	Iteration 9Q: 3 clusters Score -283091.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -283230.968750 Penalty: 4118.661133
	Iteration 10Q: 3 clusters Score -283231 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -283376.968750 Penalty: 4118.661133
	Iteration 11Q: 3 clusters Score -283377 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -283563.468750 Penalty: 4118.661133
	Iteration 12Q: 3 clusters Score -283563.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -283828.250000 Penalty: 4118.661133
	Iteration 13Q: 3 clusters Score -283828.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -284150.843750 Penalty: 4118.661133
	Iteration 14Q: 3 clusters Score -284150.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -284401.812500 Penalty: 4118.661133
	Iteration 15Q: 3 clusters Score -284401.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -284527.562500 Penalty: 4118.661133
	Iteration 16Q: 3 clusters Score -284527.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -284564.937500 Penalty: 4118.661133
	Iteration 17Q: 3 clusters Score -284564.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -284586.250000 Penalty: 4118.661133
	Iteration 18Q: 3 clusters Score -284586.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -284594.156250 Penalty: 4118.661133
	Iteration 19Q: 3 clusters Score -284594.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -284597.875000 Penalty: 4118.661133
	Iteration 20F: 3 clusters Score -284597.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -284599.625000 Penalty: 4118.661133
	Iteration 21Q: 3 clusters Score -284599.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -284600.750000 Penalty: 4118.661133
	Iteration 22Q: 3 clusters Score -284600.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -284601.500000 Penalty: 4118.661133
	Iteration 23Q: 3 clusters Score -284601.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -284601.500000 Penalty: 4118.661133
	Iteration 24F: 3 clusters Score -284601.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253903 members 
Mstep: Class 2 contains 8347 members 
Mstep: Class 3 contains 4254 members 
Mstep: Class 4 contains 225971 members 
Mstep: Class 5 contains 92862 members 
Mstep: Class 6 contains 1517 members 
Mstep: Class 7 contains 30221 members 
Mstep: Class 8 contains 170076 members 
Mstep: Class 9 contains 2105 members 
Mstep: Class 10 contains 120537 members 
Mstep: Class 11 contains 207388 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 3540 members 
Mstep: Class 14 contains 2521 members 
Mstep: Class 15 contains 43985 members 
Mstep: Class 16 contains 13586 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5021 members 
Mstep: Class 20 contains 2714 members 
Mstep: Class 21 contains 4491 members 
Mstep: Class 22 contains 17930 members 
Mstep: Class 23 contains 38234 members 
Mstep: Class 24 contains 17073 members 
Mstep: Class 25 contains 1899 members 
Mstep: Class 26 contains 4998 members 
Mstep: Class 27 contains 29934 members 
Mstep: Class 28 contains 8276 members 
Mstep: Class 29 contains 5945 members 
Mstep: Class 30 contains 4095 members 
Mstep: Class 31 contains 19049 members 
Mstep: Class 32 contains 5815 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7231 members 
Mstep: Class 35 contains 6785 members 
Mstep: Class 36 contains 1604 members 
Mstep: Class 37 contains 5851 members 
Mstep: Class 38 contains 21788 members 
Mstep: Class 39 contains 1001 members 
Mstep: Class 40 contains 13224 members 
Mstep: Class 41 contains 2522 members 
Entering Unmasked Estep 
Score: -102260304.000000 Penalty: 144013.046875
Splitting cluster 6 changes total score from -102261704.000000 to -102260304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (30221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Entering Unmasked Estep 
Score: -1985842.500000 Penalty: 2558.440674
	Iteration 0F: 2 clusters Score -1985842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -1965234.750000 Penalty: 5116.881348
	Iteration 0F: 3 clusters Score -1965235 nChanged 13654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1973197.500000 Penalty: 5116.881348
	Iteration 1F: 3 clusters Score -1973198 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1974260.750000 Penalty: 5116.881348
	Iteration 2F: 3 clusters Score -1974261 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1975235.875000 Penalty: 5116.881348
	Iteration 3F: 3 clusters Score -1975236 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1976052.000000 Penalty: 5116.881348
	Iteration 4F: 3 clusters Score -1976052 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1976755.875000 Penalty: 5116.881348
	Iteration 5F: 3 clusters Score -1976756 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1977470.375000 Penalty: 5116.881348
	Iteration 6Q: 3 clusters Score -1977470 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1978164.875000 Penalty: 5116.881348
	Iteration 7Q: 3 clusters Score -1978165 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1978817.250000 Penalty: 5116.881348
	Iteration 8Q: 3 clusters Score -1978817 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1979401.125000 Penalty: 5116.881348
	Iteration 9Q: 3 clusters Score -1979401 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1979941.125000 Penalty: 5116.881348
	Iteration 10Q: 3 clusters Score -1979941 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1980412.375000 Penalty: 5116.881348
	Iteration 11Q: 3 clusters Score -1980412 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1980791.500000 Penalty: 5116.881348
	Iteration 12Q: 3 clusters Score -1980792 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1981142.875000 Penalty: 5116.881348
	Iteration 13Q: 3 clusters Score -1981143 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1981427.000000 Penalty: 5116.881348
	Iteration 14Q: 3 clusters Score -1981427 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1981691.875000 Penalty: 5116.881348
	Iteration 15Q: 3 clusters Score -1981692 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1981904.750000 Penalty: 5116.881348
	Iteration 16Q: 3 clusters Score -1981905 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1982106.750000 Penalty: 5116.881348
	Iteration 17Q: 3 clusters Score -1982107 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1982284.250000 Penalty: 5116.881348
	Iteration 18Q: 3 clusters Score -1982284 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1982461.250000 Penalty: 5116.881348
	Iteration 19Q: 3 clusters Score -1982461 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1982633.875000 Penalty: 5116.881348
	Iteration 20F: 3 clusters Score -1982634 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1982790.125000 Penalty: 5116.881348
	Iteration 21Q: 3 clusters Score -1982790 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1982921.375000 Penalty: 5116.881348
	Iteration 22Q: 3 clusters Score -1982921 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1983060.625000 Penalty: 5116.881348
	Iteration 23Q: 3 clusters Score -1983061 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1983175.625000 Penalty: 5116.881348
	Iteration 24Q: 3 clusters Score -1983176 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1983260.500000 Penalty: 5116.881348
	Iteration 25Q: 3 clusters Score -1983260 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1983348.750000 Penalty: 5116.881348
	Iteration 26Q: 3 clusters Score -1983349 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1983412.875000 Penalty: 5116.881348
	Iteration 27Q: 3 clusters Score -1983413 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1983467.375000 Penalty: 5116.881348
	Iteration 28Q: 3 clusters Score -1983467 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1983512.750000 Penalty: 5116.881348
	Iteration 29Q: 3 clusters Score -1983513 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1983536.125000 Penalty: 5116.881348
	Iteration 30Q: 3 clusters Score -1983536 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1983581.625000 Penalty: 5116.881348
	Iteration 31Q: 3 clusters Score -1983582 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1983610.375000 Penalty: 5116.881348
	Iteration 32Q: 3 clusters Score -1983610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1983633.375000 Penalty: 5116.881348
	Iteration 33Q: 3 clusters Score -1983633 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1983660.625000 Penalty: 5116.881348
	Iteration 34Q: 3 clusters Score -1983661 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1983679.875000 Penalty: 5116.881348
	Iteration 35Q: 3 clusters Score -1983680 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1983699.750000 Penalty: 5116.881348
	Iteration 36Q: 3 clusters Score -1983700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1983714.500000 Penalty: 5116.881348
	Iteration 37Q: 3 clusters Score -1983714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1983728.000000 Penalty: 5116.881348
	Iteration 38Q: 3 clusters Score -1983728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1983742.375000 Penalty: 5116.881348
	Iteration 39Q: 3 clusters Score -1983742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1983754.125000 Penalty: 5116.881348
	Iteration 40F: 3 clusters Score -1983754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1983762.875000 Penalty: 5116.881348
	Iteration 41Q: 3 clusters Score -1983763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1983765.875000 Penalty: 5116.881348
	Iteration 42Q: 3 clusters Score -1983766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1983776.750000 Penalty: 5116.881348
	Iteration 43Q: 3 clusters Score -1983777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1983780.500000 Penalty: 5116.881348
	Iteration 44Q: 3 clusters Score -1983780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1983787.500000 Penalty: 5116.881348
	Iteration 45Q: 3 clusters Score -1983788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1983788.125000 Penalty: 5116.881348
	Iteration 46Q: 3 clusters Score -1983788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1983796.625000 Penalty: 5116.881348
	Iteration 47Q: 3 clusters Score -1983797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1983798.625000 Penalty: 5116.881348
	Iteration 48Q: 3 clusters Score -1983799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1983798.875000 Penalty: 5116.881348
	Iteration 49Q: 3 clusters Score -1983799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1983805.125000 Penalty: 5116.881348
	Iteration 50Q: 3 clusters Score -1983805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1983812.250000 Penalty: 5116.881348
	Iteration 51Q: 3 clusters Score -1983812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1983816.250000 Penalty: 5116.881348
	Iteration 52Q: 3 clusters Score -1983816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1983821.500000 Penalty: 5116.881348
	Iteration 53Q: 3 clusters Score -1983822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1983821.125000 Penalty: 5116.881348
	Iteration 54Q: 3 clusters Score -1983821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1983822.125000 Penalty: 5116.881348
	Iteration 55Q: 3 clusters Score -1983822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1983822.875000 Penalty: 5116.881348
	Iteration 56Q: 3 clusters Score -1983823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1983827.500000 Penalty: 5116.881348
	Iteration 57Q: 3 clusters Score -1983828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1983836.500000 Penalty: 5116.881348
	Iteration 58Q: 3 clusters Score -1983836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1983844.625000 Penalty: 5116.881348
	Iteration 59Q: 3 clusters Score -1983845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1983846.125000 Penalty: 5116.881348
	Iteration 60F: 3 clusters Score -1983846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1983848.750000 Penalty: 5116.881348
	Iteration 61Q: 3 clusters Score -1983849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1983853.375000 Penalty: 5116.881348
	Iteration 62Q: 3 clusters Score -1983853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1983856.250000 Penalty: 5116.881348
	Iteration 63Q: 3 clusters Score -1983856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1983863.000000 Penalty: 5116.881348
	Iteration 64Q: 3 clusters Score -1983863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1983870.125000 Penalty: 5116.881348
	Iteration 65Q: 3 clusters Score -1983870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1983872.125000 Penalty: 5116.881348
	Iteration 66Q: 3 clusters Score -1983872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1983874.125000 Penalty: 5116.881348
	Iteration 67Q: 3 clusters Score -1983874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1983874.625000 Penalty: 5116.881348
	Iteration 68Q: 3 clusters Score -1983875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1983874.625000 Penalty: 5116.881348
	Iteration 69F: 3 clusters Score -1983875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (170076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170076 members 
Entering Unmasked Estep 
Score: -12773154.000000 Penalty: 2986.912109
	Iteration 0F: 2 clusters Score -1.277315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85011 members 
Mstep: Class 2 contains 85065 members 
Entering Unmasked Estep 
Score: -12658977.000000 Penalty: 5973.824219
	Iteration 0F: 3 clusters Score -1.265898e+07 nChanged 81505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84960 members 
Mstep: Class 2 contains 85116 members 
Entering Unmasked Estep 
Score: -12706581.000000 Penalty: 5973.824219
	Iteration 1F: 3 clusters Score -1.270658e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84921 members 
Mstep: Class 2 contains 85155 members 
Entering Unmasked Estep 
Score: -12707783.000000 Penalty: 5973.824219
	Iteration 2Q: 3 clusters Score -1.270778e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84900 members 
Mstep: Class 2 contains 85176 members 
Entering Unmasked Estep 
Score: -12709331.000000 Penalty: 5973.824219
	Iteration 3Q: 3 clusters Score -1.270933e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84924 members 
Mstep: Class 2 contains 85152 members 
Entering Unmasked Estep 
Score: -12711581.000000 Penalty: 5973.824219
	Iteration 4Q: 3 clusters Score -1.271158e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85347 members 
Mstep: Class 2 contains 84729 members 
Entering Unmasked Estep 
Score: -12714631.000000 Penalty: 5973.824219
	Iteration 5Q: 3 clusters Score -1.271463e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86352 members 
Mstep: Class 2 contains 83724 members 
Entering Unmasked Estep 
Score: -12718879.000000 Penalty: 5973.824219
	Iteration 6Q: 3 clusters Score -1.271888e+07 nChanged 9771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88165 members 
Mstep: Class 2 contains 81911 members 
Entering Unmasked Estep 
Score: -12725185.000000 Penalty: 5973.824219
	Iteration 7F: 3 clusters Score -1.272518e+07 nChanged 11338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90939 members 
Mstep: Class 2 contains 79137 members 
Entering Unmasked Estep 
Score: -12733760.000000 Penalty: 5973.824219
	Iteration 8F: 3 clusters Score -1.273376e+07 nChanged 11641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94226 members 
Mstep: Class 2 contains 75850 members 
Entering Unmasked Estep 
Score: -12743364.000000 Penalty: 5973.824219
	Iteration 9F: 3 clusters Score -1.274336e+07 nChanged 10176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97448 members 
Mstep: Class 2 contains 72628 members 
Entering Unmasked Estep 
Score: -12750704.000000 Penalty: 5973.824219
	Iteration 10F: 3 clusters Score -1.27507e+07 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100301 members 
Mstep: Class 2 contains 69775 members 
Entering Unmasked Estep 
Score: -12755630.000000 Penalty: 5973.824219
	Iteration 11Q: 3 clusters Score -1.275563e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102918 members 
Mstep: Class 2 contains 67158 members 
Entering Unmasked Estep 
Score: -12760386.000000 Penalty: 5973.824219
	Iteration 12Q: 3 clusters Score -1.276039e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105110 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -12765028.000000 Penalty: 5973.824219
	Iteration 13Q: 3 clusters Score -1.276503e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106728 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -12768969.000000 Penalty: 5973.824219
	Iteration 14Q: 3 clusters Score -1.276897e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107622 members 
Mstep: Class 2 contains 62454 members 
Entering Unmasked Estep 
Score: -12771465.000000 Penalty: 5973.824219
	Iteration 15Q: 3 clusters Score -1.277146e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107960 members 
Mstep: Class 2 contains 62116 members 
Entering Unmasked Estep 
Score: -12772541.000000 Penalty: 5973.824219
	Iteration 16Q: 3 clusters Score -1.277254e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108026 members 
Mstep: Class 2 contains 62050 members 
Entering Unmasked Estep 
Score: -12773352.000000 Penalty: 5973.824219
	Iteration 17Q: 3 clusters Score -1.277335e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107901 members 
Mstep: Class 2 contains 62175 members 
Entering Unmasked Estep 
Score: -12773756.000000 Penalty: 5973.824219
	Iteration 18Q: 3 clusters Score -1.277376e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107673 members 
Mstep: Class 2 contains 62403 members 
Entering Unmasked Estep 
Score: -12773981.000000 Penalty: 5973.824219
	Iteration 19Q: 3 clusters Score -1.277398e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107434 members 
Mstep: Class 2 contains 62642 members 
Entering Unmasked Estep 
Score: -12774194.000000 Penalty: 5973.824219
	Iteration 20F: 3 clusters Score -1.277419e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107194 members 
Mstep: Class 2 contains 62882 members 
Entering Unmasked Estep 
Score: -12774236.000000 Penalty: 5973.824219
	Iteration 21Q: 3 clusters Score -1.277424e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106921 members 
Mstep: Class 2 contains 63155 members 
Entering Unmasked Estep 
Score: -12774266.000000 Penalty: 5973.824219
	Iteration 22Q: 3 clusters Score -1.277427e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106652 members 
Mstep: Class 2 contains 63424 members 
Entering Unmasked Estep 
Score: -12774330.000000 Penalty: 5973.824219
	Iteration 23Q: 3 clusters Score -1.277433e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106398 members 
Mstep: Class 2 contains 63678 members 
Entering Unmasked Estep 
Score: -12774354.000000 Penalty: 5973.824219
	Iteration 24Q: 3 clusters Score -1.277435e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106160 members 
Mstep: Class 2 contains 63916 members 
Entering Unmasked Estep 
Score: -12774399.000000 Penalty: 5973.824219
	Iteration 25Q: 3 clusters Score -1.27744e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105951 members 
Mstep: Class 2 contains 64125 members 
Entering Unmasked Estep 
Score: -12774378.000000 Penalty: 5973.824219
	Iteration 26Q: 3 clusters Score -1.277438e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105768 members 
Mstep: Class 2 contains 64308 members 
Entering Unmasked Estep 
Score: -12774375.000000 Penalty: 5973.824219
	Iteration 27Q: 3 clusters Score -1.277438e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105608 members 
Mstep: Class 2 contains 64468 members 
Entering Unmasked Estep 
Score: -12774375.000000 Penalty: 5973.824219
	Iteration 28Q: 3 clusters Score -1.277438e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105479 members 
Mstep: Class 2 contains 64597 members 
Entering Unmasked Estep 
Score: -12774350.000000 Penalty: 5973.824219
	Iteration 29Q: 3 clusters Score -1.277435e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105348 members 
Mstep: Class 2 contains 64728 members 
Entering Unmasked Estep 
Score: -12774359.000000 Penalty: 5973.824219
	Iteration 30Q: 3 clusters Score -1.277436e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105216 members 
Mstep: Class 2 contains 64860 members 
Entering Unmasked Estep 
Score: -12774388.000000 Penalty: 5973.824219
	Iteration 31Q: 3 clusters Score -1.277439e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105091 members 
Mstep: Class 2 contains 64985 members 
Entering Unmasked Estep 
Score: -12774402.000000 Penalty: 5973.824219
	Iteration 32Q: 3 clusters Score -1.27744e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104981 members 
Mstep: Class 2 contains 65095 members 
Entering Unmasked Estep 
Score: -12774392.000000 Penalty: 5973.824219
	Iteration 33Q: 3 clusters Score -1.277439e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104889 members 
Mstep: Class 2 contains 65187 members 
Entering Unmasked Estep 
Score: -12774384.000000 Penalty: 5973.824219
	Iteration 34Q: 3 clusters Score -1.277438e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104821 members 
Mstep: Class 2 contains 65255 members 
Entering Unmasked Estep 
Score: -12774376.000000 Penalty: 5973.824219
	Iteration 35Q: 3 clusters Score -1.277438e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104741 members 
Mstep: Class 2 contains 65335 members 
Entering Unmasked Estep 
Score: -12774374.000000 Penalty: 5973.824219
	Iteration 36Q: 3 clusters Score -1.277437e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104681 members 
Mstep: Class 2 contains 65395 members 
Entering Unmasked Estep 
Score: -12774362.000000 Penalty: 5973.824219
	Iteration 37Q: 3 clusters Score -1.277436e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104625 members 
Mstep: Class 2 contains 65451 members 
Entering Unmasked Estep 
Score: -12774359.000000 Penalty: 5973.824219
	Iteration 38Q: 3 clusters Score -1.277436e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104577 members 
Mstep: Class 2 contains 65499 members 
Entering Unmasked Estep 
Score: -12774352.000000 Penalty: 5973.824219
	Iteration 39Q: 3 clusters Score -1.277435e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104537 members 
Mstep: Class 2 contains 65539 members 
Entering Unmasked Estep 
Score: -12774362.000000 Penalty: 5973.824219
	Iteration 40F: 3 clusters Score -1.277436e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104499 members 
Mstep: Class 2 contains 65577 members 
Entering Unmasked Estep 
Score: -12774364.000000 Penalty: 5973.824219
	Iteration 41Q: 3 clusters Score -1.277436e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104469 members 
Mstep: Class 2 contains 65607 members 
Entering Unmasked Estep 
Score: -12774379.000000 Penalty: 5973.824219
	Iteration 42Q: 3 clusters Score -1.277438e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104439 members 
Mstep: Class 2 contains 65637 members 
Entering Unmasked Estep 
Score: -12774391.000000 Penalty: 5973.824219
	Iteration 43Q: 3 clusters Score -1.277439e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104422 members 
Mstep: Class 2 contains 65654 members 
Entering Unmasked Estep 
Score: -12774386.000000 Penalty: 5973.824219
	Iteration 44Q: 3 clusters Score -1.277439e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104408 members 
Mstep: Class 2 contains 65668 members 
Entering Unmasked Estep 
Score: -12774393.000000 Penalty: 5973.824219
	Iteration 45Q: 3 clusters Score -1.277439e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104391 members 
Mstep: Class 2 contains 65685 members 
Entering Unmasked Estep 
Score: -12774396.000000 Penalty: 5973.824219
	Iteration 46Q: 3 clusters Score -1.27744e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104368 members 
Mstep: Class 2 contains 65708 members 
Entering Unmasked Estep 
Score: -12774397.000000 Penalty: 5973.824219
	Iteration 47Q: 3 clusters Score -1.27744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104354 members 
Mstep: Class 2 contains 65722 members 
Entering Unmasked Estep 
Score: -12774388.000000 Penalty: 5973.824219
	Iteration 48Q: 3 clusters Score -1.277439e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104341 members 
Mstep: Class 2 contains 65735 members 
Entering Unmasked Estep 
Score: -12774392.000000 Penalty: 5973.824219
	Iteration 49Q: 3 clusters Score -1.277439e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104321 members 
Mstep: Class 2 contains 65755 members 
Entering Unmasked Estep 
Score: -12774403.000000 Penalty: 5973.824219
	Iteration 50Q: 3 clusters Score -1.27744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104306 members 
Mstep: Class 2 contains 65770 members 
Entering Unmasked Estep 
Score: -12774405.000000 Penalty: 5973.824219
	Iteration 51Q: 3 clusters Score -1.27744e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104289 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -12774388.000000 Penalty: 5973.824219
	Iteration 52Q: 3 clusters Score -1.277439e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104271 members 
Mstep: Class 2 contains 65805 members 
Entering Unmasked Estep 
Score: -12774399.000000 Penalty: 5973.824219
	Iteration 53Q: 3 clusters Score -1.27744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104258 members 
Mstep: Class 2 contains 65818 members 
Entering Unmasked Estep 
Score: -12774388.000000 Penalty: 5973.824219
	Iteration 54Q: 3 clusters Score -1.277439e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104244 members 
Mstep: Class 2 contains 65832 members 
Entering Unmasked Estep 
Score: -12774388.000000 Penalty: 5973.824219
	Iteration 55Q: 3 clusters Score -1.277439e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104228 members 
Mstep: Class 2 contains 65848 members 
Entering Unmasked Estep 
Score: -12774400.000000 Penalty: 5973.824219
	Iteration 56Q: 3 clusters Score -1.27744e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104209 members 
Mstep: Class 2 contains 65867 members 
Entering Unmasked Estep 
Score: -12774401.000000 Penalty: 5973.824219
	Iteration 57Q: 3 clusters Score -1.27744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104197 members 
Mstep: Class 2 contains 65879 members 
Entering Unmasked Estep 
Score: -12774408.000000 Penalty: 5973.824219
	Iteration 58Q: 3 clusters Score -1.277441e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104187 members 
Mstep: Class 2 contains 65889 members 
Entering Unmasked Estep 
Score: -12774407.000000 Penalty: 5973.824219
	Iteration 59Q: 3 clusters Score -1.277441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104183 members 
Mstep: Class 2 contains 65893 members 
Entering Unmasked Estep 
Score: -12774398.000000 Penalty: 5973.824219
	Iteration 60F: 3 clusters Score -1.27744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104178 members 
Mstep: Class 2 contains 65898 members 
Entering Unmasked Estep 
Score: -12774405.000000 Penalty: 5973.824219
	Iteration 61Q: 3 clusters Score -1.27744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104170 members 
Mstep: Class 2 contains 65906 members 
Entering Unmasked Estep 
Score: -12774402.000000 Penalty: 5973.824219
	Iteration 62Q: 3 clusters Score -1.27744e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104159 members 
Mstep: Class 2 contains 65917 members 
Entering Unmasked Estep 
Score: -12774385.000000 Penalty: 5973.824219
	Iteration 63Q: 3 clusters Score -1.277438e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104146 members 
Mstep: Class 2 contains 65930 members 
Entering Unmasked Estep 
Score: -12774410.000000 Penalty: 5973.824219
	Iteration 64Q: 3 clusters Score -1.277441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104133 members 
Mstep: Class 2 contains 65943 members 
Entering Unmasked Estep 
Score: -12774392.000000 Penalty: 5973.824219
	Iteration 65Q: 3 clusters Score -1.277439e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104122 members 
Mstep: Class 2 contains 65954 members 
Entering Unmasked Estep 
Score: -12774386.000000 Penalty: 5973.824219
	Iteration 66Q: 3 clusters Score -1.277439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104113 members 
Mstep: Class 2 contains 65963 members 
Entering Unmasked Estep 
Score: -12774380.000000 Penalty: 5973.824219
	Iteration 67Q: 3 clusters Score -1.277438e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104101 members 
Mstep: Class 2 contains 65975 members 
Entering Unmasked Estep 
Score: -12774388.000000 Penalty: 5973.824219
	Iteration 68Q: 3 clusters Score -1.277439e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104085 members 
Mstep: Class 2 contains 65991 members 
Entering Unmasked Estep 
Score: -12774394.000000 Penalty: 5973.824219
	Iteration 69Q: 3 clusters Score -1.277439e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104062 members 
Mstep: Class 2 contains 66014 members 
Entering Unmasked Estep 
Score: -12774387.000000 Penalty: 5973.824219
	Iteration 70Q: 3 clusters Score -1.277439e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104039 members 
Mstep: Class 2 contains 66037 members 
Entering Unmasked Estep 
Score: -12774399.000000 Penalty: 5973.824219
	Iteration 71Q: 3 clusters Score -1.27744e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104023 members 
Mstep: Class 2 contains 66053 members 
Entering Unmasked Estep 
Score: -12774399.000000 Penalty: 5973.824219
	Iteration 72Q: 3 clusters Score -1.27744e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104008 members 
Mstep: Class 2 contains 66068 members 
Entering Unmasked Estep 
Score: -12774399.000000 Penalty: 5973.824219
	Iteration 73Q: 3 clusters Score -1.27744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103999 members 
Mstep: Class 2 contains 66077 members 
Entering Unmasked Estep 
Score: -12774394.000000 Penalty: 5973.824219
	Iteration 74Q: 3 clusters Score -1.277439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103992 members 
Mstep: Class 2 contains 66084 members 
Entering Unmasked Estep 
Score: -12774407.000000 Penalty: 5973.824219
	Iteration 75Q: 3 clusters Score -1.277441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103986 members 
Mstep: Class 2 contains 66090 members 
Entering Unmasked Estep 
Score: -12774411.000000 Penalty: 5973.824219
	Iteration 76Q: 3 clusters Score -1.277441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103981 members 
Mstep: Class 2 contains 66095 members 
Entering Unmasked Estep 
Score: -12774417.000000 Penalty: 5973.824219
	Iteration 77Q: 3 clusters Score -1.277442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103974 members 
Mstep: Class 2 contains 66102 members 
Entering Unmasked Estep 
Score: -12774404.000000 Penalty: 5973.824219
	Iteration 78Q: 3 clusters Score -1.27744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103967 members 
Mstep: Class 2 contains 66109 members 
Entering Unmasked Estep 
Score: -12774411.000000 Penalty: 5973.824219
	Iteration 79Q: 3 clusters Score -1.277441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103960 members 
Mstep: Class 2 contains 66116 members 
Entering Unmasked Estep 
Score: -12774413.000000 Penalty: 5973.824219
	Iteration 80F: 3 clusters Score -1.277441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103952 members 
Mstep: Class 2 contains 66124 members 
Entering Unmasked Estep 
Score: -12774405.000000 Penalty: 5973.824219
	Iteration 81Q: 3 clusters Score -1.27744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103943 members 
Mstep: Class 2 contains 66133 members 
Entering Unmasked Estep 
Score: -12774405.000000 Penalty: 5973.824219
	Iteration 82Q: 3 clusters Score -1.27744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103938 members 
Mstep: Class 2 contains 66138 members 
Entering Unmasked Estep 
Score: -12774397.000000 Penalty: 5973.824219
	Iteration 83Q: 3 clusters Score -1.27744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103935 members 
Mstep: Class 2 contains 66141 members 
Entering Unmasked Estep 
Score: -12774397.000000 Penalty: 5973.824219
	Iteration 84Q: 3 clusters Score -1.27744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103933 members 
Mstep: Class 2 contains 66143 members 
Entering Unmasked Estep 
Score: -12774411.000000 Penalty: 5973.824219
	Iteration 85Q: 3 clusters Score -1.277441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103933 members 
Mstep: Class 2 contains 66143 members 
Entering Unmasked Estep 
Score: -12774411.000000 Penalty: 5973.824219
	Iteration 86F: 3 clusters Score -1.277441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253903 members 
Mstep: Class 2 contains 8347 members 
Mstep: Class 3 contains 4254 members 
Mstep: Class 4 contains 225971 members 
Mstep: Class 5 contains 92862 members 
Mstep: Class 6 contains 4039 members 
Mstep: Class 7 contains 30221 members 
Mstep: Class 8 contains 103933 members 
Mstep: Class 9 contains 2105 members 
Mstep: Class 10 contains 120537 members 
Mstep: Class 11 contains 207388 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 3540 members 
Mstep: Class 14 contains 2521 members 
Mstep: Class 15 contains 43985 members 
Mstep: Class 16 contains 13586 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5021 members 
Mstep: Class 20 contains 2714 members 
Mstep: Class 21 contains 4491 members 
Mstep: Class 22 contains 17930 members 
Mstep: Class 23 contains 38234 members 
Mstep: Class 24 contains 17073 members 
Mstep: Class 25 contains 1899 members 
Mstep: Class 26 contains 4998 members 
Mstep: Class 27 contains 29934 members 
Mstep: Class 28 contains 8276 members 
Mstep: Class 29 contains 5945 members 
Mstep: Class 30 contains 4095 members 
Mstep: Class 31 contains 19049 members 
Mstep: Class 32 contains 5815 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7231 members 
Mstep: Class 35 contains 6785 members 
Mstep: Class 36 contains 1604 members 
Mstep: Class 37 contains 5851 members 
Mstep: Class 38 contains 21788 members 
Mstep: Class 39 contains 1001 members 
Mstep: Class 40 contains 13224 members 
Mstep: Class 41 contains 66143 members 
Entering Unmasked Estep 
Score: -102262152.000000 Penalty: 144013.046875
Splitting cluster 8 changes total score from -102261704.000000 to -102262152.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 9 (2105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Entering Unmasked Estep 
Score: -143287.718750 Penalty: 1897.713501
	Iteration 0F: 2 clusters Score -143287.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -140582.578125 Penalty: 3795.427002
	Iteration 0F: 3 clusters Score -140582.6 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -141088.734375 Penalty: 3795.427002
	Iteration 1F: 3 clusters Score -141088.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -141234.750000 Penalty: 3795.427002
	Iteration 2F: 3 clusters Score -141234.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -141383.687500 Penalty: 3795.427002
	Iteration 3Q: 3 clusters Score -141383.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -141545.109375 Penalty: 3795.427002
	Iteration 4Q: 3 clusters Score -141545.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -141732.843750 Penalty: 3795.427002
	Iteration 5Q: 3 clusters Score -141732.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -141937.171875 Penalty: 3795.427002
	Iteration 6Q: 3 clusters Score -141937.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -142127.484375 Penalty: 3795.427002
	Iteration 7F: 3 clusters Score -142127.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -142338.281250 Penalty: 3795.427002
	Iteration 8F: 3 clusters Score -142338.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -142554.515625 Penalty: 3795.427002
	Iteration 9F: 3 clusters Score -142554.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -142789.703125 Penalty: 3795.427002
	Iteration 10F: 3 clusters Score -142789.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -143114.703125 Penalty: 3795.427002
	Iteration 11F: 3 clusters Score -143114.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -143525.500000 Penalty: 3795.427002
	Iteration 12Q: 3 clusters Score -143525.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -143678.390625 Penalty: 3795.427002
	Iteration 13Q: 3 clusters Score -143678.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -143775.187500 Penalty: 3795.427002
	Iteration 14Q: 3 clusters Score -143775.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -143839.640625 Penalty: 3795.427002
	Iteration 15Q: 3 clusters Score -143839.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -143880.640625 Penalty: 3795.427002
	Iteration 16Q: 3 clusters Score -143880.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -143914.718750 Penalty: 3795.427002
	Iteration 17Q: 3 clusters Score -143914.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -143950.343750 Penalty: 3795.427002
	Iteration 18Q: 3 clusters Score -143950.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -144009.968750 Penalty: 3795.427002
	Iteration 19Q: 3 clusters Score -144010 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -144177.734375 Penalty: 3795.427002
	Iteration 20F: 3 clusters Score -144177.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -144363.343750 Penalty: 3795.427002
	Iteration 21Q: 3 clusters Score -144363.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -144383.656250 Penalty: 3795.427002
	Iteration 22Q: 3 clusters Score -144383.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -144389.296875 Penalty: 3795.427002
	Iteration 23Q: 3 clusters Score -144389.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -144393.937500 Penalty: 3795.427002
	Iteration 24F: 3 clusters Score -144393.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -144398.640625 Penalty: 3795.427002
	Iteration 25Q: 3 clusters Score -144398.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -144398.640625 Penalty: 3795.427002
	Iteration 26F: 3 clusters Score -144398.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253903 members 
Mstep: Class 2 contains 8347 members 
Mstep: Class 3 contains 4254 members 
Mstep: Class 4 contains 225971 members 
Mstep: Class 5 contains 92862 members 
Mstep: Class 6 contains 4039 members 
Mstep: Class 7 contains 30221 members 
Mstep: Class 8 contains 103933 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 120537 members 
Mstep: Class 11 contains 207388 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 3540 members 
Mstep: Class 14 contains 2521 members 
Mstep: Class 15 contains 43985 members 
Mstep: Class 16 contains 13586 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5021 members 
Mstep: Class 20 contains 2714 members 
Mstep: Class 21 contains 4491 members 
Mstep: Class 22 contains 17930 members 
Mstep: Class 23 contains 38234 members 
Mstep: Class 24 contains 17073 members 
Mstep: Class 25 contains 1899 members 
Mstep: Class 26 contains 4998 members 
Mstep: Class 27 contains 29934 members 
Mstep: Class 28 contains 8276 members 
Mstep: Class 29 contains 5945 members 
Mstep: Class 30 contains 4095 members 
Mstep: Class 31 contains 19049 members 
Mstep: Class 32 contains 5815 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7231 members 
Mstep: Class 35 contains 6785 members 
Mstep: Class 36 contains 1604 members 
Mstep: Class 37 contains 5851 members 
Mstep: Class 38 contains 21788 members 
Mstep: Class 39 contains 1001 members 
Mstep: Class 40 contains 13224 members 
Mstep: Class 41 contains 66143 members 
Mstep: Class 42 contains 1542 members 
Entering Unmasked Estep 
Score: -102261784.000000 Penalty: 147525.546875
Splitting cluster 9 changes total score from -102261704.000000 to -102261784.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 10 (120537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120537 members 
Entering Unmasked Estep 
Score: -9229772.000000 Penalty: 2901.528564
	Iteration 0F: 2 clusters Score -9229772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60436 members 
Mstep: Class 2 contains 60101 members 
Entering Unmasked Estep 
Score: -9149304.000000 Penalty: 5803.057129
	Iteration 0F: 3 clusters Score -9149304 nChanged 57342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61088 members 
Mstep: Class 2 contains 59449 members 
Entering Unmasked Estep 
Score: -9182679.000000 Penalty: 5803.057129
	Iteration 1F: 3 clusters Score -9182679 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61226 members 
Mstep: Class 2 contains 59311 members 
Entering Unmasked Estep 
Score: -9183988.000000 Penalty: 5803.057129
	Iteration 2Q: 3 clusters Score -9183988 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61429 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -9185720.000000 Penalty: 5803.057129
	Iteration 3Q: 3 clusters Score -9185720 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 58645 members 
Entering Unmasked Estep 
Score: -9188134.000000 Penalty: 5803.057129
	Iteration 4Q: 3 clusters Score -9188134 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62587 members 
Mstep: Class 2 contains 57950 members 
Entering Unmasked Estep 
Score: -9190851.000000 Penalty: 5803.057129
	Iteration 5Q: 3 clusters Score -9190851 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63438 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
Score: -9193697.000000 Penalty: 5803.057129
	Iteration 6F: 3 clusters Score -9193697 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64619 members 
Mstep: Class 2 contains 55918 members 
Entering Unmasked Estep 
Score: -9196345.000000 Penalty: 5803.057129
	Iteration 7Q: 3 clusters Score -9196345 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66216 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
Score: -9198325.000000 Penalty: 5803.057129
	Iteration 8Q: 3 clusters Score -9198325 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68180 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -9200123.000000 Penalty: 5803.057129
	Iteration 9Q: 3 clusters Score -9200123 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70732 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -9201661.000000 Penalty: 5803.057129
	Iteration 10Q: 3 clusters Score -9201661 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73830 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -9203160.000000 Penalty: 5803.057129
	Iteration 11Q: 3 clusters Score -9203160 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77626 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -9204926.000000 Penalty: 5803.057129
	Iteration 12Q: 3 clusters Score -9204926 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82088 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -9207114.000000 Penalty: 5803.057129
	Iteration 13Q: 3 clusters Score -9207114 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87143 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -9209856.000000 Penalty: 5803.057129
	Iteration 14Q: 3 clusters Score -9209856 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92626 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -9212967.000000 Penalty: 5803.057129
	Iteration 15Q: 3 clusters Score -9212967 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98300 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -9216320.000000 Penalty: 5803.057129
	Iteration 16Q: 3 clusters Score -9216320 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103528 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -9219668.000000 Penalty: 5803.057129
	Iteration 17Q: 3 clusters Score -9219668 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107784 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -9222430.000000 Penalty: 5803.057129
	Iteration 18Q: 3 clusters Score -9222430 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110861 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -9224382.000000 Penalty: 5803.057129
	Iteration 19Q: 3 clusters Score -9224382 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113037 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -9225755.000000 Penalty: 5803.057129
	Iteration 20F: 3 clusters Score -9225755 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114429 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -9226603.000000 Penalty: 5803.057129
	Iteration 21Q: 3 clusters Score -9226603 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115274 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -9227050.000000 Penalty: 5803.057129
	Iteration 22Q: 3 clusters Score -9227050 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115907 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -9227294.000000 Penalty: 5803.057129
	Iteration 23Q: 3 clusters Score -9227294 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116353 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -9227443.000000 Penalty: 5803.057129
	Iteration 24Q: 3 clusters Score -9227443 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116696 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -9227548.000000 Penalty: 5803.057129
	Iteration 25Q: 3 clusters Score -9227548 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116945 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -9227659.000000 Penalty: 5803.057129
	Iteration 26Q: 3 clusters Score -9227659 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117154 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -9227682.000000 Penalty: 5803.057129
	Iteration 27Q: 3 clusters Score -9227682 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117303 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -9227739.000000 Penalty: 5803.057129
	Iteration 28Q: 3 clusters Score -9227739 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117414 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -9227768.000000 Penalty: 5803.057129
	Iteration 29Q: 3 clusters Score -9227768 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117509 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -9227784.000000 Penalty: 5803.057129
	Iteration 30Q: 3 clusters Score -9227784 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117600 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -9227787.000000 Penalty: 5803.057129
	Iteration 31Q: 3 clusters Score -9227787 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117680 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -9227801.000000 Penalty: 5803.057129
	Iteration 32Q: 3 clusters Score -9227801 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117740 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -9227810.000000 Penalty: 5803.057129
	Iteration 33Q: 3 clusters Score -9227810 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117795 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -9227817.000000 Penalty: 5803.057129
	Iteration 34Q: 3 clusters Score -9227817 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117830 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -9227836.000000 Penalty: 5803.057129
	Iteration 35Q: 3 clusters Score -9227836 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117863 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -9227838.000000 Penalty: 5803.057129
	Iteration 36Q: 3 clusters Score -9227838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117890 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -9227839.000000 Penalty: 5803.057129
	Iteration 37Q: 3 clusters Score -9227839 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117917 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -9227849.000000 Penalty: 5803.057129
	Iteration 38Q: 3 clusters Score -9227849 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117942 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -9227864.000000 Penalty: 5803.057129
	Iteration 39Q: 3 clusters Score -9227864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117955 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -9227861.000000 Penalty: 5803.057129
	Iteration 40F: 3 clusters Score -9227861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117957 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -9227866.000000 Penalty: 5803.057129
	Iteration 41Q: 3 clusters Score -9227866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117960 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -9227862.000000 Penalty: 5803.057129
	Iteration 42Q: 3 clusters Score -9227862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117964 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -9227853.000000 Penalty: 5803.057129
	Iteration 43Q: 3 clusters Score -9227853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117964 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -9227857.000000 Penalty: 5803.057129
	Iteration 44Q: 3 clusters Score -9227857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117966 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -9227859.000000 Penalty: 5803.057129
	Iteration 45Q: 3 clusters Score -9227859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117967 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -9227860.000000 Penalty: 5803.057129
	Iteration 46Q: 3 clusters Score -9227860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117973 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -9227872.000000 Penalty: 5803.057129
	Iteration 47Q: 3 clusters Score -9227872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117976 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -9227871.000000 Penalty: 5803.057129
	Iteration 48Q: 3 clusters Score -9227871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117976 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -9227865.000000 Penalty: 5803.057129
	Iteration 49Q: 3 clusters Score -9227865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117977 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -9227874.000000 Penalty: 5803.057129
	Iteration 50Q: 3 clusters Score -9227874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117980 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -9227876.000000 Penalty: 5803.057129
	Iteration 51Q: 3 clusters Score -9227876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117983 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -9227875.000000 Penalty: 5803.057129
	Iteration 52Q: 3 clusters Score -9227875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117987 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -9227875.000000 Penalty: 5803.057129
	Iteration 53Q: 3 clusters Score -9227875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117991 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -9227864.000000 Penalty: 5803.057129
	Iteration 54Q: 3 clusters Score -9227864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117996 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -9227873.000000 Penalty: 5803.057129
	Iteration 55Q: 3 clusters Score -9227873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118000 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -9227870.000000 Penalty: 5803.057129
	Iteration 56Q: 3 clusters Score -9227870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118006 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -9227877.000000 Penalty: 5803.057129
	Iteration 57Q: 3 clusters Score -9227877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118009 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -9227879.000000 Penalty: 5803.057129
	Iteration 58Q: 3 clusters Score -9227879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118012 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -9227876.000000 Penalty: 5803.057129
	Iteration 59Q: 3 clusters Score -9227876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118015 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -9227883.000000 Penalty: 5803.057129
	Iteration 60F: 3 clusters Score -9227883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118016 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -9227889.000000 Penalty: 5803.057129
	Iteration 61Q: 3 clusters Score -9227889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118017 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -9227885.000000 Penalty: 5803.057129
	Iteration 62Q: 3 clusters Score -9227885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118014 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -9227879.000000 Penalty: 5803.057129
	Iteration 63Q: 3 clusters Score -9227879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118014 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -9227876.000000 Penalty: 5803.057129
	Iteration 64Q: 3 clusters Score -9227876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118014 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -9227875.000000 Penalty: 5803.057129
	Iteration 65Q: 3 clusters Score -9227875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118014 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -9227875.000000 Penalty: 5803.057129
	Iteration 66F: 3 clusters Score -9227875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (207388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207388 members 
Entering Unmasked Estep 
Score: -15510589.000000 Penalty: 3036.102051
	Iteration 0F: 2 clusters Score -1.551059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103335 members 
Mstep: Class 2 contains 104053 members 
Entering Unmasked Estep 
Score: -15371480.000000 Penalty: 6072.204102
	Iteration 0F: 3 clusters Score -1.537148e+07 nChanged 99769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99652 members 
Mstep: Class 2 contains 107736 members 
Entering Unmasked Estep 
Score: -15430925.000000 Penalty: 6072.204102
	Iteration 1F: 3 clusters Score -1.543092e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97926 members 
Mstep: Class 2 contains 109462 members 
Entering Unmasked Estep 
Score: -15433229.000000 Penalty: 6072.204102
	Iteration 2Q: 3 clusters Score -1.543323e+07 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95583 members 
Mstep: Class 2 contains 111805 members 
Entering Unmasked Estep 
Score: -15436338.000000 Penalty: 6072.204102
	Iteration 3Q: 3 clusters Score -1.543634e+07 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92292 members 
Mstep: Class 2 contains 115096 members 
Entering Unmasked Estep 
Score: -15440986.000000 Penalty: 6072.204102
	Iteration 4Q: 3 clusters Score -1.544099e+07 nChanged 10909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87693 members 
Mstep: Class 2 contains 119695 members 
Entering Unmasked Estep 
Score: -15447014.000000 Penalty: 6072.204102
	Iteration 5F: 3 clusters Score -1.544701e+07 nChanged 12126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81287 members 
Mstep: Class 2 contains 126101 members 
Entering Unmasked Estep 
Score: -15454953.000000 Penalty: 6072.204102
	Iteration 6F: 3 clusters Score -1.545495e+07 nChanged 12454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73289 members 
Mstep: Class 2 contains 134099 members 
Entering Unmasked Estep 
Score: -15463632.000000 Penalty: 6072.204102
	Iteration 7F: 3 clusters Score -1.546363e+07 nChanged 12068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63931 members 
Mstep: Class 2 contains 143457 members 
Entering Unmasked Estep 
Score: -15471890.000000 Penalty: 6072.204102
	Iteration 8F: 3 clusters Score -1.547189e+07 nChanged 11430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 153469 members 
Entering Unmasked Estep 
Score: -15479336.000000 Penalty: 6072.204102
	Iteration 9F: 3 clusters Score -1.547934e+07 nChanged 10576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 163583 members 
Entering Unmasked Estep 
Score: -15486165.000000 Penalty: 6072.204102
	Iteration 10F: 3 clusters Score -1.548616e+07 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 173075 members 
Entering Unmasked Estep 
Score: -15491890.000000 Penalty: 6072.204102
	Iteration 11Q: 3 clusters Score -1.549189e+07 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 181345 members 
Entering Unmasked Estep 
Score: -15496648.000000 Penalty: 6072.204102
	Iteration 12Q: 3 clusters Score -1.549665e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 188025 members 
Entering Unmasked Estep 
Score: -15500281.000000 Penalty: 6072.204102
	Iteration 13Q: 3 clusters Score -1.550028e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 193009 members 
Entering Unmasked Estep 
Score: -15502884.000000 Penalty: 6072.204102
	Iteration 14Q: 3 clusters Score -1.550288e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 196629 members 
Entering Unmasked Estep 
Score: -15504596.000000 Penalty: 6072.204102
	Iteration 15Q: 3 clusters Score -1.55046e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 199258 members 
Entering Unmasked Estep 
Score: -15505762.000000 Penalty: 6072.204102
	Iteration 16Q: 3 clusters Score -1.550576e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 201063 members 
Entering Unmasked Estep 
Score: -15506562.000000 Penalty: 6072.204102
	Iteration 17Q: 3 clusters Score -1.550656e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 202264 members 
Entering Unmasked Estep 
Score: -15506947.000000 Penalty: 6072.204102
	Iteration 18Q: 3 clusters Score -1.550695e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 203135 members 
Entering Unmasked Estep 
Score: -15507283.000000 Penalty: 6072.204102
	Iteration 19Q: 3 clusters Score -1.550728e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 203746 members 
Entering Unmasked Estep 
Score: -15507589.000000 Penalty: 6072.204102
	Iteration 20F: 3 clusters Score -1.550759e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 204197 members 
Entering Unmasked Estep 
Score: -15507760.000000 Penalty: 6072.204102
	Iteration 21Q: 3 clusters Score -1.550776e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 204532 members 
Entering Unmasked Estep 
Score: -15507918.000000 Penalty: 6072.204102
	Iteration 22Q: 3 clusters Score -1.550792e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 204793 members 
Entering Unmasked Estep 
Score: -15508061.000000 Penalty: 6072.204102
	Iteration 23Q: 3 clusters Score -1.550806e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 204994 members 
Entering Unmasked Estep 
Score: -15508141.000000 Penalty: 6072.204102
	Iteration 24Q: 3 clusters Score -1.550814e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 205146 members 
Entering Unmasked Estep 
Score: -15508227.000000 Penalty: 6072.204102
	Iteration 25Q: 3 clusters Score -1.550823e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 205248 members 
Entering Unmasked Estep 
Score: -15508280.000000 Penalty: 6072.204102
	Iteration 26Q: 3 clusters Score -1.550828e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 205322 members 
Entering Unmasked Estep 
Score: -15508288.000000 Penalty: 6072.204102
	Iteration 27Q: 3 clusters Score -1.550829e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 205371 members 
Entering Unmasked Estep 
Score: -15508290.000000 Penalty: 6072.204102
	Iteration 28Q: 3 clusters Score -1.550829e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 205415 members 
Entering Unmasked Estep 
Score: -15508307.000000 Penalty: 6072.204102
	Iteration 29Q: 3 clusters Score -1.550831e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 205450 members 
Entering Unmasked Estep 
Score: -15508310.000000 Penalty: 6072.204102
	Iteration 30Q: 3 clusters Score -1.550831e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 205487 members 
Entering Unmasked Estep 
Score: -15508318.000000 Penalty: 6072.204102
	Iteration 31Q: 3 clusters Score -1.550832e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 205506 members 
Entering Unmasked Estep 
Score: -15508330.000000 Penalty: 6072.204102
	Iteration 32Q: 3 clusters Score -1.550833e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 205530 members 
Entering Unmasked Estep 
Score: -15508364.000000 Penalty: 6072.204102
	Iteration 33Q: 3 clusters Score -1.550836e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 205548 members 
Entering Unmasked Estep 
Score: -15508365.000000 Penalty: 6072.204102
	Iteration 34Q: 3 clusters Score -1.550836e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 205568 members 
Entering Unmasked Estep 
Score: -15508387.000000 Penalty: 6072.204102
	Iteration 35Q: 3 clusters Score -1.550839e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 205580 members 
Entering Unmasked Estep 
Score: -15508384.000000 Penalty: 6072.204102
	Iteration 36Q: 3 clusters Score -1.550838e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 205586 members 
Entering Unmasked Estep 
Score: -15508389.000000 Penalty: 6072.204102
	Iteration 37Q: 3 clusters Score -1.550839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 205588 members 
Entering Unmasked Estep 
Score: -15508392.000000 Penalty: 6072.204102
	Iteration 38Q: 3 clusters Score -1.550839e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 205592 members 
Entering Unmasked Estep 
Score: -15508393.000000 Penalty: 6072.204102
	Iteration 39Q: 3 clusters Score -1.550839e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 205598 members 
Entering Unmasked Estep 
Score: -15508391.000000 Penalty: 6072.204102
	Iteration 40F: 3 clusters Score -1.550839e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 205607 members 
Entering Unmasked Estep 
Score: -15508402.000000 Penalty: 6072.204102
	Iteration 41Q: 3 clusters Score -1.55084e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 205617 members 
Entering Unmasked Estep 
Score: -15508395.000000 Penalty: 6072.204102
	Iteration 42Q: 3 clusters Score -1.55084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 205618 members 
Entering Unmasked Estep 
Score: -15508405.000000 Penalty: 6072.204102
	Iteration 43Q: 3 clusters Score -1.55084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 205623 members 
Entering Unmasked Estep 
Score: -15508393.000000 Penalty: 6072.204102
	Iteration 44Q: 3 clusters Score -1.550839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 205628 members 
Entering Unmasked Estep 
Score: -15508391.000000 Penalty: 6072.204102
	Iteration 45Q: 3 clusters Score -1.550839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 205637 members 
Entering Unmasked Estep 
Score: -15508406.000000 Penalty: 6072.204102
	Iteration 46Q: 3 clusters Score -1.550841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 205639 members 
Entering Unmasked Estep 
Score: -15508406.000000 Penalty: 6072.204102
	Iteration 47Q: 3 clusters Score -1.550841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 205646 members 
Entering Unmasked Estep 
Score: -15508404.000000 Penalty: 6072.204102
	Iteration 48Q: 3 clusters Score -1.55084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 205654 members 
Entering Unmasked Estep 
Score: -15508410.000000 Penalty: 6072.204102
	Iteration 49Q: 3 clusters Score -1.550841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 205661 members 
Entering Unmasked Estep 
Score: -15508415.000000 Penalty: 6072.204102
	Iteration 50Q: 3 clusters Score -1.550842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 205663 members 
Entering Unmasked Estep 
Score: -15508420.000000 Penalty: 6072.204102
	Iteration 51Q: 3 clusters Score -1.550842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 205663 members 
Entering Unmasked Estep 
Score: -15508434.000000 Penalty: 6072.204102
	Iteration 52Q: 3 clusters Score -1.550843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 205667 members 
Entering Unmasked Estep 
Score: -15508431.000000 Penalty: 6072.204102
	Iteration 53Q: 3 clusters Score -1.550843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 205669 members 
Entering Unmasked Estep 
Score: -15508432.000000 Penalty: 6072.204102
	Iteration 54Q: 3 clusters Score -1.550843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 205670 members 
Entering Unmasked Estep 
Score: -15508437.000000 Penalty: 6072.204102
	Iteration 55Q: 3 clusters Score -1.550844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 205670 members 
Entering Unmasked Estep 
Score: -15508437.000000 Penalty: 6072.204102
	Iteration 56F: 3 clusters Score -1.550844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Entering Unmasked Estep 
Score: -109940.500000 Penalty: 1860.815796
	Iteration 0F: 2 clusters Score -109940.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -107458.359375 Penalty: 3721.631592
	Iteration 0F: 3 clusters Score -107458.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -107963.273438 Penalty: 3721.631592
	Iteration 1F: 3 clusters Score -107963.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -108167.179688 Penalty: 3721.631592
	Iteration 2F: 3 clusters Score -108167.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -108321.062500 Penalty: 3721.631592
	Iteration 3F: 3 clusters Score -108321.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -108470.148438 Penalty: 3721.631592
	Iteration 4Q: 3 clusters Score -108470.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -108585.914062 Penalty: 3721.631592
	Iteration 5Q: 3 clusters Score -108585.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -108666.593750 Penalty: 3721.631592
	Iteration 6Q: 3 clusters Score -108666.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -108718.992188 Penalty: 3721.631592
	Iteration 7Q: 3 clusters Score -108719 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -108762.640625 Penalty: 3721.631592
	Iteration 8Q: 3 clusters Score -108762.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -108791.148438 Penalty: 3721.631592
	Iteration 9Q: 3 clusters Score -108791.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -108816.085938 Penalty: 3721.631592
	Iteration 10Q: 3 clusters Score -108816.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -108842.242188 Penalty: 3721.631592
	Iteration 11Q: 3 clusters Score -108842.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -108856.867188 Penalty: 3721.631592
	Iteration 12Q: 3 clusters Score -108856.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -108870.507812 Penalty: 3721.631592
	Iteration 13Q: 3 clusters Score -108870.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -108888.382812 Penalty: 3721.631592
	Iteration 14Q: 3 clusters Score -108888.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -108893.726562 Penalty: 3721.631592
	Iteration 15Q: 3 clusters Score -108893.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -108899.781250 Penalty: 3721.631592
	Iteration 16Q: 3 clusters Score -108899.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -108903.242188 Penalty: 3721.631592
	Iteration 17Q: 3 clusters Score -108903.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -108904.320312 Penalty: 3721.631592
	Iteration 18Q: 3 clusters Score -108904.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -108904.648438 Penalty: 3721.631592
	Iteration 19Q: 3 clusters Score -108904.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -108904.648438 Penalty: 3721.631592
	Iteration 20F: 3 clusters Score -108904.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Entering Unmasked Estep 
Score: -237490.031250 Penalty: 2026.626709
	Iteration 0F: 2 clusters Score -237490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -233906.703125 Penalty: 4053.253418
	Iteration 0F: 3 clusters Score -233906.7 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -234777.953125 Penalty: 4053.253418
	Iteration 1F: 3 clusters Score -234778 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -235049.328125 Penalty: 4053.253418
	Iteration 2F: 3 clusters Score -235049.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -235279.187500 Penalty: 4053.253418
	Iteration 3F: 3 clusters Score -235279.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -235566.437500 Penalty: 4053.253418
	Iteration 4F: 3 clusters Score -235566.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -235861.953125 Penalty: 4053.253418
	Iteration 5F: 3 clusters Score -235862 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -236095.609375 Penalty: 4053.253418
	Iteration 6F: 3 clusters Score -236095.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -236281.531250 Penalty: 4053.253418
	Iteration 7Q: 3 clusters Score -236281.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -236419.515625 Penalty: 4053.253418
	Iteration 8Q: 3 clusters Score -236419.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -236485.046875 Penalty: 4053.253418
	Iteration 9Q: 3 clusters Score -236485 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -236533.734375 Penalty: 4053.253418
	Iteration 10Q: 3 clusters Score -236533.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -236569.406250 Penalty: 4053.253418
	Iteration 11Q: 3 clusters Score -236569.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -236593.921875 Penalty: 4053.253418
	Iteration 12Q: 3 clusters Score -236593.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -236617.437500 Penalty: 4053.253418
	Iteration 13Q: 3 clusters Score -236617.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -236640.609375 Penalty: 4053.253418
	Iteration 14Q: 3 clusters Score -236640.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -236672.328125 Penalty: 4053.253418
	Iteration 15Q: 3 clusters Score -236672.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -236701.093750 Penalty: 4053.253418
	Iteration 16Q: 3 clusters Score -236701.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -236718.421875 Penalty: 4053.253418
	Iteration 17Q: 3 clusters Score -236718.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -236730.796875 Penalty: 4053.253418
	Iteration 18Q: 3 clusters Score -236730.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -236747.468750 Penalty: 4053.253418
	Iteration 19Q: 3 clusters Score -236747.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -236770.468750 Penalty: 4053.253418
	Iteration 20F: 3 clusters Score -236770.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -236795.921875 Penalty: 4053.253418
	Iteration 21Q: 3 clusters Score -236795.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -236814.171875 Penalty: 4053.253418
	Iteration 22Q: 3 clusters Score -236814.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -236831.984375 Penalty: 4053.253418
	Iteration 23Q: 3 clusters Score -236832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -236845.578125 Penalty: 4053.253418
	Iteration 24Q: 3 clusters Score -236845.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -236859.796875 Penalty: 4053.253418
	Iteration 25Q: 3 clusters Score -236859.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -236874.531250 Penalty: 4053.253418
	Iteration 26Q: 3 clusters Score -236874.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -236880.578125 Penalty: 4053.253418
	Iteration 27Q: 3 clusters Score -236880.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -236881.750000 Penalty: 4053.253418
	Iteration 28Q: 3 clusters Score -236881.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -236883.187500 Penalty: 4053.253418
	Iteration 29Q: 3 clusters Score -236883.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -236887.546875 Penalty: 4053.253418
	Iteration 30Q: 3 clusters Score -236887.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -236890.562500 Penalty: 4053.253418
	Iteration 31Q: 3 clusters Score -236890.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -236893.250000 Penalty: 4053.253418
	Iteration 32Q: 3 clusters Score -236893.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -236893.750000 Penalty: 4053.253418
	Iteration 33Q: 3 clusters Score -236893.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -236893.750000 Penalty: 4053.253418
	Iteration 34F: 3 clusters Score -236893.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Entering Unmasked Estep 
Score: -175633.328125 Penalty: 1942.437866
	Iteration 0F: 2 clusters Score -175633.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -172666.609375 Penalty: 3884.875732
	Iteration 0F: 3 clusters Score -172666.6 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -173223.484375 Penalty: 3884.875732
	Iteration 1F: 3 clusters Score -173223.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -173456.125000 Penalty: 3884.875732
	Iteration 2F: 3 clusters Score -173456.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -173769.421875 Penalty: 3884.875732
	Iteration 3F: 3 clusters Score -173769.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -174061.484375 Penalty: 3884.875732
	Iteration 4F: 3 clusters Score -174061.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -174291.953125 Penalty: 3884.875732
	Iteration 5F: 3 clusters Score -174292 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -174558.687500 Penalty: 3884.875732
	Iteration 6F: 3 clusters Score -174558.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -174767.171875 Penalty: 3884.875732
	Iteration 7F: 3 clusters Score -174767.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -174907.031250 Penalty: 3884.875732
	Iteration 8Q: 3 clusters Score -174907 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -174999.875000 Penalty: 3884.875732
	Iteration 9Q: 3 clusters Score -174999.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -175074.671875 Penalty: 3884.875732
	Iteration 10Q: 3 clusters Score -175074.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -175136.109375 Penalty: 3884.875732
	Iteration 11Q: 3 clusters Score -175136.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -175179.156250 Penalty: 3884.875732
	Iteration 12Q: 3 clusters Score -175179.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -175217.187500 Penalty: 3884.875732
	Iteration 13Q: 3 clusters Score -175217.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -175240.515625 Penalty: 3884.875732
	Iteration 14Q: 3 clusters Score -175240.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -175249.734375 Penalty: 3884.875732
	Iteration 15Q: 3 clusters Score -175249.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -175254.437500 Penalty: 3884.875732
	Iteration 16Q: 3 clusters Score -175254.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -175257.250000 Penalty: 3884.875732
	Iteration 17Q: 3 clusters Score -175257.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -175259.796875 Penalty: 3884.875732
	Iteration 18Q: 3 clusters Score -175259.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -175259.796875 Penalty: 3884.875732
	Iteration 19F: 3 clusters Score -175259.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (43985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Entering Unmasked Estep 
Score: -3268322.250000 Penalty: 2651.517822
	Iteration 0F: 2 clusters Score -3268322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -3238601.250000 Penalty: 5303.035645
	Iteration 0F: 3 clusters Score -3238601 nChanged 20107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -3249813.750000 Penalty: 5303.035645
	Iteration 1F: 3 clusters Score -3249814 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -3250747.000000 Penalty: 5303.035645
	Iteration 2Q: 3 clusters Score -3250747 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -3252186.000000 Penalty: 5303.035645
	Iteration 3F: 3 clusters Score -3252186 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -3254419.000000 Penalty: 5303.035645
	Iteration 4F: 3 clusters Score -3254419 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -3257016.750000 Penalty: 5303.035645
	Iteration 5F: 3 clusters Score -3257017 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -3259327.500000 Penalty: 5303.035645
	Iteration 6F: 3 clusters Score -3259328 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -3261171.250000 Penalty: 5303.035645
	Iteration 7F: 3 clusters Score -3261171 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -3262569.250000 Penalty: 5303.035645
	Iteration 8F: 3 clusters Score -3262569 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -3263785.250000 Penalty: 5303.035645
	Iteration 9Q: 3 clusters Score -3263785 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -3264850.750000 Penalty: 5303.035645
	Iteration 10Q: 3 clusters Score -3264851 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -3265817.250000 Penalty: 5303.035645
	Iteration 11Q: 3 clusters Score -3265817 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -3266640.750000 Penalty: 5303.035645
	Iteration 12Q: 3 clusters Score -3266641 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -3267279.500000 Penalty: 5303.035645
	Iteration 13Q: 3 clusters Score -3267280 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -3267727.750000 Penalty: 5303.035645
	Iteration 14Q: 3 clusters Score -3267728 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -3268035.500000 Penalty: 5303.035645
	Iteration 15Q: 3 clusters Score -3268036 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -3268240.000000 Penalty: 5303.035645
	Iteration 16Q: 3 clusters Score -3268240 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -3268409.750000 Penalty: 5303.035645
	Iteration 17Q: 3 clusters Score -3268410 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -3268533.000000 Penalty: 5303.035645
	Iteration 18Q: 3 clusters Score -3268533 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -3268619.750000 Penalty: 5303.035645
	Iteration 19Q: 3 clusters Score -3268620 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -3268686.500000 Penalty: 5303.035645
	Iteration 20F: 3 clusters Score -3268686 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -3268728.500000 Penalty: 5303.035645
	Iteration 21Q: 3 clusters Score -3268728 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -3268777.750000 Penalty: 5303.035645
	Iteration 22Q: 3 clusters Score -3268778 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -3268784.500000 Penalty: 5303.035645
	Iteration 23Q: 3 clusters Score -3268784 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -3268802.500000 Penalty: 5303.035645
	Iteration 24Q: 3 clusters Score -3268802 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -3268834.500000 Penalty: 5303.035645
	Iteration 25Q: 3 clusters Score -3268834 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -3268866.000000 Penalty: 5303.035645
	Iteration 26Q: 3 clusters Score -3268866 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -3268893.500000 Penalty: 5303.035645
	Iteration 27Q: 3 clusters Score -3268894 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -3268926.250000 Penalty: 5303.035645
	Iteration 28Q: 3 clusters Score -3268926 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -3268927.250000 Penalty: 5303.035645
	Iteration 29Q: 3 clusters Score -3268927 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -3268943.500000 Penalty: 5303.035645
	Iteration 30Q: 3 clusters Score -3268944 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -3268942.750000 Penalty: 5303.035645
	Iteration 31Q: 3 clusters Score -3268943 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -3268957.000000 Penalty: 5303.035645
	Iteration 32Q: 3 clusters Score -3268957 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -3268971.500000 Penalty: 5303.035645
	Iteration 33Q: 3 clusters Score -3268972 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -3268983.500000 Penalty: 5303.035645
	Iteration 34Q: 3 clusters Score -3268984 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -3268989.750000 Penalty: 5303.035645
	Iteration 35Q: 3 clusters Score -3268990 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -3269001.000000 Penalty: 5303.035645
	Iteration 36Q: 3 clusters Score -3269001 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -3269005.750000 Penalty: 5303.035645
	Iteration 37Q: 3 clusters Score -3269006 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -3269022.750000 Penalty: 5303.035645
	Iteration 38Q: 3 clusters Score -3269023 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -3269025.500000 Penalty: 5303.035645
	Iteration 39Q: 3 clusters Score -3269026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -3269027.000000 Penalty: 5303.035645
	Iteration 40F: 3 clusters Score -3269027 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -3269037.500000 Penalty: 5303.035645
	Iteration 41Q: 3 clusters Score -3269038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -3269034.750000 Penalty: 5303.035645
	Iteration 42Q: 3 clusters Score -3269035 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -3269042.000000 Penalty: 5303.035645
	Iteration 43Q: 3 clusters Score -3269042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -3269062.250000 Penalty: 5303.035645
	Iteration 44Q: 3 clusters Score -3269062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -3269067.250000 Penalty: 5303.035645
	Iteration 45Q: 3 clusters Score -3269067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -3269065.750000 Penalty: 5303.035645
	Iteration 46Q: 3 clusters Score -3269066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -3269063.750000 Penalty: 5303.035645
	Iteration 47Q: 3 clusters Score -3269064 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -3269074.750000 Penalty: 5303.035645
	Iteration 48Q: 3 clusters Score -3269075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -3269084.500000 Penalty: 5303.035645
	Iteration 49Q: 3 clusters Score -3269084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -3269098.250000 Penalty: 5303.035645
	Iteration 50Q: 3 clusters Score -3269098 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -3269086.000000 Penalty: 5303.035645
	Iteration 51Q: 3 clusters Score -3269086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -3269089.000000 Penalty: 5303.035645
	Iteration 52Q: 3 clusters Score -3269089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -3269096.750000 Penalty: 5303.035645
	Iteration 53Q: 3 clusters Score -3269097 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -3269103.000000 Penalty: 5303.035645
	Iteration 54Q: 3 clusters Score -3269103 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -3269113.250000 Penalty: 5303.035645
	Iteration 55Q: 3 clusters Score -3269113 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -3269122.000000 Penalty: 5303.035645
	Iteration 56Q: 3 clusters Score -3269122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -3269132.250000 Penalty: 5303.035645
	Iteration 57Q: 3 clusters Score -3269132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -3269132.000000 Penalty: 5303.035645
	Iteration 58Q: 3 clusters Score -3269132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -3269139.250000 Penalty: 5303.035645
	Iteration 59Q: 3 clusters Score -3269139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -3269140.250000 Penalty: 5303.035645
	Iteration 60F: 3 clusters Score -3269140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -3269139.250000 Penalty: 5303.035645
	Iteration 61Q: 3 clusters Score -3269139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -3269134.000000 Penalty: 5303.035645
	Iteration 62Q: 3 clusters Score -3269134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -3269135.000000 Penalty: 5303.035645
	Iteration 63Q: 3 clusters Score -3269135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -3269134.000000 Penalty: 5303.035645
	Iteration 64Q: 3 clusters Score -3269134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -3269125.750000 Penalty: 5303.035645
	Iteration 65Q: 3 clusters Score -3269126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -3269135.250000 Penalty: 5303.035645
	Iteration 66Q: 3 clusters Score -3269135 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -3269137.500000 Penalty: 5303.035645
	Iteration 67Q: 3 clusters Score -3269138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -3269141.250000 Penalty: 5303.035645
	Iteration 68Q: 3 clusters Score -3269141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -3269158.000000 Penalty: 5303.035645
	Iteration 69Q: 3 clusters Score -3269158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -3269164.500000 Penalty: 5303.035645
	Iteration 70Q: 3 clusters Score -3269164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -3269161.250000 Penalty: 5303.035645
	Iteration 71Q: 3 clusters Score -3269161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -3269166.000000 Penalty: 5303.035645
	Iteration 72Q: 3 clusters Score -3269166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -3269175.250000 Penalty: 5303.035645
	Iteration 73Q: 3 clusters Score -3269175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -3269175.500000 Penalty: 5303.035645
	Iteration 74Q: 3 clusters Score -3269176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -3269180.250000 Penalty: 5303.035645
	Iteration 75Q: 3 clusters Score -3269180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -3269183.000000 Penalty: 5303.035645
	Iteration 76Q: 3 clusters Score -3269183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -3269180.000000 Penalty: 5303.035645
	Iteration 77Q: 3 clusters Score -3269180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -3269185.750000 Penalty: 5303.035645
	Iteration 78Q: 3 clusters Score -3269186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -3269180.000000 Penalty: 5303.035645
	Iteration 79Q: 3 clusters Score -3269180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -3269183.000000 Penalty: 5303.035645
	Iteration 80F: 3 clusters Score -3269183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -3269194.750000 Penalty: 5303.035645
	Iteration 81Q: 3 clusters Score -3269195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -3269197.250000 Penalty: 5303.035645
	Iteration 82Q: 3 clusters Score -3269197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -3269192.750000 Penalty: 5303.035645
	Iteration 83Q: 3 clusters Score -3269193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -3269192.500000 Penalty: 5303.035645
	Iteration 84Q: 3 clusters Score -3269192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -3269187.250000 Penalty: 5303.035645
	Iteration 85Q: 3 clusters Score -3269187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -3269192.750000 Penalty: 5303.035645
	Iteration 86Q: 3 clusters Score -3269193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -3269201.000000 Penalty: 5303.035645
	Iteration 87Q: 3 clusters Score -3269201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -3269195.750000 Penalty: 5303.035645
	Iteration 88Q: 3 clusters Score -3269196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -3269205.250000 Penalty: 5303.035645
	Iteration 89Q: 3 clusters Score -3269205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -3269220.000000 Penalty: 5303.035645
	Iteration 90Q: 3 clusters Score -3269220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -3269226.500000 Penalty: 5303.035645
	Iteration 91Q: 3 clusters Score -3269226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -3269240.000000 Penalty: 5303.035645
	Iteration 92Q: 3 clusters Score -3269240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -3269246.250000 Penalty: 5303.035645
	Iteration 93Q: 3 clusters Score -3269246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -3269252.500000 Penalty: 5303.035645
	Iteration 94Q: 3 clusters Score -3269252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -3269256.250000 Penalty: 5303.035645
	Iteration 95Q: 3 clusters Score -3269256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -3269264.000000 Penalty: 5303.035645
	Iteration 96Q: 3 clusters Score -3269264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -3269265.500000 Penalty: 5303.035645
	Iteration 97Q: 3 clusters Score -3269266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -3269274.000000 Penalty: 5303.035645
	Iteration 98Q: 3 clusters Score -3269274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -3269275.000000 Penalty: 5303.035645
	Iteration 99Q: 3 clusters Score -3269275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -3269276.500000 Penalty: 5303.035645
	Iteration 100F: 3 clusters Score -3269276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -3269273.000000 Penalty: 5303.035645
	Iteration 101Q: 3 clusters Score -3269273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -3269270.250000 Penalty: 5303.035645
	Iteration 102Q: 3 clusters Score -3269270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -3269273.500000 Penalty: 5303.035645
	Iteration 103Q: 3 clusters Score -3269274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -3269274.500000 Penalty: 5303.035645
	Iteration 104Q: 3 clusters Score -3269274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -3269277.250000 Penalty: 5303.035645
	Iteration 105Q: 3 clusters Score -3269277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -3269274.000000 Penalty: 5303.035645
	Iteration 106Q: 3 clusters Score -3269274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -3269271.500000 Penalty: 5303.035645
	Iteration 107Q: 3 clusters Score -3269272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -3269268.250000 Penalty: 5303.035645
	Iteration 108Q: 3 clusters Score -3269268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -3269278.250000 Penalty: 5303.035645
	Iteration 109Q: 3 clusters Score -3269278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -3269275.500000 Penalty: 5303.035645
	Iteration 110Q: 3 clusters Score -3269276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -3269280.250000 Penalty: 5303.035645
	Iteration 111Q: 3 clusters Score -3269280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -3269278.250000 Penalty: 5303.035645
	Iteration 112Q: 3 clusters Score -3269278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -3269274.750000 Penalty: 5303.035645
	Iteration 113Q: 3 clusters Score -3269275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -3269274.750000 Penalty: 5303.035645
	Iteration 114Q: 3 clusters Score -3269275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -3269274.750000 Penalty: 5303.035645
	Iteration 115F: 3 clusters Score -3269275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253903 members 
Mstep: Class 2 contains 8347 members 
Mstep: Class 3 contains 4254 members 
Mstep: Class 4 contains 225971 members 
Mstep: Class 5 contains 92862 members 
Mstep: Class 6 contains 4039 members 
Mstep: Class 7 contains 30221 members 
Mstep: Class 8 contains 103933 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 120537 members 
Mstep: Class 11 contains 207388 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 3540 members 
Mstep: Class 14 contains 2521 members 
Mstep: Class 15 contains 3682 members 
Mstep: Class 16 contains 13586 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5021 members 
Mstep: Class 20 contains 2714 members 
Mstep: Class 21 contains 4491 members 
Mstep: Class 22 contains 17930 members 
Mstep: Class 23 contains 38234 members 
Mstep: Class 24 contains 17073 members 
Mstep: Class 25 contains 1899 members 
Mstep: Class 26 contains 4998 members 
Mstep: Class 27 contains 29934 members 
Mstep: Class 28 contains 8276 members 
Mstep: Class 29 contains 5945 members 
Mstep: Class 30 contains 4095 members 
Mstep: Class 31 contains 19049 members 
Mstep: Class 32 contains 5815 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7231 members 
Mstep: Class 35 contains 6785 members 
Mstep: Class 36 contains 1604 members 
Mstep: Class 37 contains 5851 members 
Mstep: Class 38 contains 21788 members 
Mstep: Class 39 contains 1001 members 
Mstep: Class 40 contains 13224 members 
Mstep: Class 41 contains 66143 members 
Mstep: Class 42 contains 1542 members 
Mstep: Class 43 contains 40303 members 
Entering Unmasked Estep 
Score: -102261592.000000 Penalty: 151038.062500
Splitting cluster 15 changes total score from -102261704.000000 to -102261592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (13586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Entering Unmasked Estep 
Score: -1009304.125000 Penalty: 2360.165283
	Iteration 0F: 2 clusters Score -1009304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -999369.812500 Penalty: 4720.330566
	Iteration 0F: 3 clusters Score -999369.8 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1002613.687500 Penalty: 4720.330566
	Iteration 1F: 3 clusters Score -1002614 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1003082.187500 Penalty: 4720.330566
	Iteration 2F: 3 clusters Score -1003082 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1003522.812500 Penalty: 4720.330566
	Iteration 3F: 3 clusters Score -1003523 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1004020.250000 Penalty: 4720.330566
	Iteration 4F: 3 clusters Score -1004020 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1004568.375000 Penalty: 4720.330566
	Iteration 5F: 3 clusters Score -1004568 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1005158.375000 Penalty: 4720.330566
	Iteration 6F: 3 clusters Score -1005158 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1005752.187500 Penalty: 4720.330566
	Iteration 7F: 3 clusters Score -1005752 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1006302.000000 Penalty: 4720.330566
	Iteration 8F: 3 clusters Score -1006302 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1006731.250000 Penalty: 4720.330566
	Iteration 9Q: 3 clusters Score -1006731 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1007085.437500 Penalty: 4720.330566
	Iteration 10Q: 3 clusters Score -1007085 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1007350.125000 Penalty: 4720.330566
	Iteration 11Q: 3 clusters Score -1007350 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1007522.500000 Penalty: 4720.330566
	Iteration 12Q: 3 clusters Score -1007522 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1007648.500000 Penalty: 4720.330566
	Iteration 13Q: 3 clusters Score -1007648 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1007745.937500 Penalty: 4720.330566
	Iteration 14Q: 3 clusters Score -1007746 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1007817.687500 Penalty: 4720.330566
	Iteration 15Q: 3 clusters Score -1007818 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1007861.875000 Penalty: 4720.330566
	Iteration 16Q: 3 clusters Score -1007862 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1007898.500000 Penalty: 4720.330566
	Iteration 17Q: 3 clusters Score -1007898 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1007923.250000 Penalty: 4720.330566
	Iteration 18Q: 3 clusters Score -1007923 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1007945.937500 Penalty: 4720.330566
	Iteration 19Q: 3 clusters Score -1007946 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1007959.375000 Penalty: 4720.330566
	Iteration 20F: 3 clusters Score -1007959 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1007969.812500 Penalty: 4720.330566
	Iteration 21Q: 3 clusters Score -1007970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1007982.500000 Penalty: 4720.330566
	Iteration 22Q: 3 clusters Score -1007982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1007994.312500 Penalty: 4720.330566
	Iteration 23Q: 3 clusters Score -1007994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1008006.062500 Penalty: 4720.330566
	Iteration 24Q: 3 clusters Score -1008006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1008019.500000 Penalty: 4720.330566
	Iteration 25Q: 3 clusters Score -1008020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1008031.000000 Penalty: 4720.330566
	Iteration 26Q: 3 clusters Score -1008031 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1008043.187500 Penalty: 4720.330566
	Iteration 27Q: 3 clusters Score -1008043 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1008055.937500 Penalty: 4720.330566
	Iteration 28Q: 3 clusters Score -1008056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1008059.812500 Penalty: 4720.330566
	Iteration 29Q: 3 clusters Score -1008060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1008067.437500 Penalty: 4720.330566
	Iteration 30Q: 3 clusters Score -1008067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1008076.125000 Penalty: 4720.330566
	Iteration 31Q: 3 clusters Score -1008076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1008083.062500 Penalty: 4720.330566
	Iteration 32Q: 3 clusters Score -1008083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1008090.625000 Penalty: 4720.330566
	Iteration 33Q: 3 clusters Score -1008091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1008095.000000 Penalty: 4720.330566
	Iteration 34Q: 3 clusters Score -1008095 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1008105.750000 Penalty: 4720.330566
	Iteration 35Q: 3 clusters Score -1008106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1008111.187500 Penalty: 4720.330566
	Iteration 36Q: 3 clusters Score -1008111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1008115.312500 Penalty: 4720.330566
	Iteration 37Q: 3 clusters Score -1008115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1008117.875000 Penalty: 4720.330566
	Iteration 38Q: 3 clusters Score -1008118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1008122.562500 Penalty: 4720.330566
	Iteration 39Q: 3 clusters Score -1008123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1008128.937500 Penalty: 4720.330566
	Iteration 40F: 3 clusters Score -1008129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1008134.750000 Penalty: 4720.330566
	Iteration 41Q: 3 clusters Score -1008135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1008144.625000 Penalty: 4720.330566
	Iteration 42Q: 3 clusters Score -1008145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1008151.437500 Penalty: 4720.330566
	Iteration 43Q: 3 clusters Score -1008151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1008153.125000 Penalty: 4720.330566
	Iteration 44Q: 3 clusters Score -1008153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1008158.250000 Penalty: 4720.330566
	Iteration 45Q: 3 clusters Score -1008158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1008167.250000 Penalty: 4720.330566
	Iteration 46Q: 3 clusters Score -1008167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1008178.687500 Penalty: 4720.330566
	Iteration 47Q: 3 clusters Score -1008179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1008184.562500 Penalty: 4720.330566
	Iteration 48Q: 3 clusters Score -1008185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1008205.625000 Penalty: 4720.330566
	Iteration 49Q: 3 clusters Score -1008206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1008222.562500 Penalty: 4720.330566
	Iteration 50Q: 3 clusters Score -1008223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1008240.812500 Penalty: 4720.330566
	Iteration 51Q: 3 clusters Score -1008241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1008252.937500 Penalty: 4720.330566
	Iteration 52Q: 3 clusters Score -1008253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1008259.312500 Penalty: 4720.330566
	Iteration 53Q: 3 clusters Score -1008259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1008264.562500 Penalty: 4720.330566
	Iteration 54Q: 3 clusters Score -1008265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1008276.312500 Penalty: 4720.330566
	Iteration 55Q: 3 clusters Score -1008276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1008291.375000 Penalty: 4720.330566
	Iteration 56Q: 3 clusters Score -1008291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1008306.000000 Penalty: 4720.330566
	Iteration 57Q: 3 clusters Score -1008306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1008313.375000 Penalty: 4720.330566
	Iteration 58Q: 3 clusters Score -1008313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1008327.250000 Penalty: 4720.330566
	Iteration 59Q: 3 clusters Score -1008327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1008337.500000 Penalty: 4720.330566
	Iteration 60F: 3 clusters Score -1008338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1008344.312500 Penalty: 4720.330566
	Iteration 61Q: 3 clusters Score -1008344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1008348.375000 Penalty: 4720.330566
	Iteration 62Q: 3 clusters Score -1008348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1008350.312500 Penalty: 4720.330566
	Iteration 63Q: 3 clusters Score -1008350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1008352.437500 Penalty: 4720.330566
	Iteration 64Q: 3 clusters Score -1008352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1008354.062500 Penalty: 4720.330566
	Iteration 65Q: 3 clusters Score -1008354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1008353.187500 Penalty: 4720.330566
	Iteration 66Q: 3 clusters Score -1008353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1008353.187500 Penalty: 4720.330566
	Iteration 67F: 3 clusters Score -1008353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Entering Unmasked Estep 
Score: -303320.125000 Penalty: 2065.096191
	Iteration 0F: 2 clusters Score -303320.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -299294.500000 Penalty: 4130.192383
	Iteration 0F: 3 clusters Score -299294.5 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -300192.656250 Penalty: 4130.192383
	Iteration 1F: 3 clusters Score -300192.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -300396.593750 Penalty: 4130.192383
	Iteration 2F: 3 clusters Score -300396.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -300518.812500 Penalty: 4130.192383
	Iteration 3F: 3 clusters Score -300518.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -300610.656250 Penalty: 4130.192383
	Iteration 4Q: 3 clusters Score -300610.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -300697.875000 Penalty: 4130.192383
	Iteration 5Q: 3 clusters Score -300697.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -300784.187500 Penalty: 4130.192383
	Iteration 6Q: 3 clusters Score -300784.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -300878.093750 Penalty: 4130.192383
	Iteration 7Q: 3 clusters Score -300878.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -300962.031250 Penalty: 4130.192383
	Iteration 8Q: 3 clusters Score -300962 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -301035.531250 Penalty: 4130.192383
	Iteration 9Q: 3 clusters Score -301035.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -301092.781250 Penalty: 4130.192383
	Iteration 10Q: 3 clusters Score -301092.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -301143.437500 Penalty: 4130.192383
	Iteration 11Q: 3 clusters Score -301143.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -301194.937500 Penalty: 4130.192383
	Iteration 12Q: 3 clusters Score -301194.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -301241.406250 Penalty: 4130.192383
	Iteration 13Q: 3 clusters Score -301241.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -301281.812500 Penalty: 4130.192383
	Iteration 14Q: 3 clusters Score -301281.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -301309.781250 Penalty: 4130.192383
	Iteration 15Q: 3 clusters Score -301309.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -301343.937500 Penalty: 4130.192383
	Iteration 16Q: 3 clusters Score -301343.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -301377.781250 Penalty: 4130.192383
	Iteration 17Q: 3 clusters Score -301377.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -301408.718750 Penalty: 4130.192383
	Iteration 18Q: 3 clusters Score -301408.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -301432.031250 Penalty: 4130.192383
	Iteration 19Q: 3 clusters Score -301432 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -301450.937500 Penalty: 4130.192383
	Iteration 20F: 3 clusters Score -301450.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -301463.750000 Penalty: 4130.192383
	Iteration 21Q: 3 clusters Score -301463.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -301478.906250 Penalty: 4130.192383
	Iteration 22Q: 3 clusters Score -301478.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -301497.312500 Penalty: 4130.192383
	Iteration 23Q: 3 clusters Score -301497.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -301512.656250 Penalty: 4130.192383
	Iteration 24Q: 3 clusters Score -301512.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -301525.125000 Penalty: 4130.192383
	Iteration 25Q: 3 clusters Score -301525.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -301537.093750 Penalty: 4130.192383
	Iteration 26Q: 3 clusters Score -301537.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -301545.125000 Penalty: 4130.192383
	Iteration 27Q: 3 clusters Score -301545.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -301552.531250 Penalty: 4130.192383
	Iteration 28Q: 3 clusters Score -301552.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -301557.500000 Penalty: 4130.192383
	Iteration 29Q: 3 clusters Score -301557.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -301562.593750 Penalty: 4130.192383
	Iteration 30Q: 3 clusters Score -301562.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -301569.531250 Penalty: 4130.192383
	Iteration 31Q: 3 clusters Score -301569.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -301572.843750 Penalty: 4130.192383
	Iteration 32Q: 3 clusters Score -301572.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -301573.406250 Penalty: 4130.192383
	Iteration 33Q: 3 clusters Score -301573.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -301575.562500 Penalty: 4130.192383
	Iteration 34Q: 3 clusters Score -301575.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -301577.000000 Penalty: 4130.192383
	Iteration 35Q: 3 clusters Score -301577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -301578.875000 Penalty: 4130.192383
	Iteration 36Q: 3 clusters Score -301578.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -301579.375000 Penalty: 4130.192383
	Iteration 37Q: 3 clusters Score -301579.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -301581.000000 Penalty: 4130.192383
	Iteration 38Q: 3 clusters Score -301581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -301581.593750 Penalty: 4130.192383
	Iteration 39Q: 3 clusters Score -301581.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -301581.562500 Penalty: 4130.192383
	Iteration 40F: 3 clusters Score -301581.6 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: -155624.828125 Penalty: 1910.009766
	Iteration 0F: 2 clusters Score -155624.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -152904.765625 Penalty: 3820.019531
	Iteration 0F: 3 clusters Score -152904.8 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -153464.078125 Penalty: 3820.019531
	Iteration 1F: 3 clusters Score -153464.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -153759.703125 Penalty: 3820.019531
	Iteration 2F: 3 clusters Score -153759.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -154198.062500 Penalty: 3820.019531
	Iteration 3F: 3 clusters Score -154198.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -154415.468750 Penalty: 3820.019531
	Iteration 4F: 3 clusters Score -154415.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -154561.718750 Penalty: 3820.019531
	Iteration 5F: 3 clusters Score -154561.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -154673.843750 Penalty: 3820.019531
	Iteration 6Q: 3 clusters Score -154673.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -154786.984375 Penalty: 3820.019531
	Iteration 7Q: 3 clusters Score -154787 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -154878.515625 Penalty: 3820.019531
	Iteration 8Q: 3 clusters Score -154878.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -154938.265625 Penalty: 3820.019531
	Iteration 9Q: 3 clusters Score -154938.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -154985.984375 Penalty: 3820.019531
	Iteration 10Q: 3 clusters Score -154986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -155009.906250 Penalty: 3820.019531
	Iteration 11Q: 3 clusters Score -155009.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -155044.765625 Penalty: 3820.019531
	Iteration 12Q: 3 clusters Score -155044.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -155065.921875 Penalty: 3820.019531
	Iteration 13Q: 3 clusters Score -155065.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -155084.875000 Penalty: 3820.019531
	Iteration 14Q: 3 clusters Score -155084.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -155114.625000 Penalty: 3820.019531
	Iteration 15Q: 3 clusters Score -155114.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -155146.765625 Penalty: 3820.019531
	Iteration 16Q: 3 clusters Score -155146.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -155171.343750 Penalty: 3820.019531
	Iteration 17Q: 3 clusters Score -155171.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -155199.500000 Penalty: 3820.019531
	Iteration 18Q: 3 clusters Score -155199.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -155250.062500 Penalty: 3820.019531
	Iteration 19Q: 3 clusters Score -155250.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -155279.968750 Penalty: 3820.019531
	Iteration 20F: 3 clusters Score -155280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -155299.125000 Penalty: 3820.019531
	Iteration 21Q: 3 clusters Score -155299.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -155305.718750 Penalty: 3820.019531
	Iteration 22Q: 3 clusters Score -155305.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -155309.781250 Penalty: 3820.019531
	Iteration 23Q: 3 clusters Score -155309.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -155312.984375 Penalty: 3820.019531
	Iteration 24Q: 3 clusters Score -155313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -155317.500000 Penalty: 3820.019531
	Iteration 25Q: 3 clusters Score -155317.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -155319.468750 Penalty: 3820.019531
	Iteration 26Q: 3 clusters Score -155319.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -155322.218750 Penalty: 3820.019531
	Iteration 27Q: 3 clusters Score -155322.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -155325.687500 Penalty: 3820.019531
	Iteration 28Q: 3 clusters Score -155325.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -155327.812500 Penalty: 3820.019531
	Iteration 29Q: 3 clusters Score -155327.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -155331.250000 Penalty: 3820.019531
	Iteration 30Q: 3 clusters Score -155331.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -155334.296875 Penalty: 3820.019531
	Iteration 31Q: 3 clusters Score -155334.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -155334.296875 Penalty: 3820.019531
	Iteration 32F: 3 clusters Score -155334.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Entering Unmasked Estep 
Score: -361281.468750 Penalty: 2113.303223
	Iteration 0F: 2 clusters Score -361281.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -356833.812500 Penalty: 4226.606445
	Iteration 0F: 3 clusters Score -356833.8 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -358019.281250 Penalty: 4226.606445
	Iteration 1F: 3 clusters Score -358019.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -358485.375000 Penalty: 4226.606445
	Iteration 2F: 3 clusters Score -358485.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -359129.718750 Penalty: 4226.606445
	Iteration 3F: 3 clusters Score -359129.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -359809.718750 Penalty: 4226.606445
	Iteration 4F: 3 clusters Score -359809.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -360326.937500 Penalty: 4226.606445
	Iteration 5F: 3 clusters Score -360326.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -360615.437500 Penalty: 4226.606445
	Iteration 6F: 3 clusters Score -360615.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -360795.343750 Penalty: 4226.606445
	Iteration 7Q: 3 clusters Score -360795.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -360935.250000 Penalty: 4226.606445
	Iteration 8Q: 3 clusters Score -360935.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -361079.218750 Penalty: 4226.606445
	Iteration 9Q: 3 clusters Score -361079.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -361176.093750 Penalty: 4226.606445
	Iteration 10Q: 3 clusters Score -361176.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -361223.718750 Penalty: 4226.606445
	Iteration 11Q: 3 clusters Score -361223.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -361247.781250 Penalty: 4226.606445
	Iteration 12Q: 3 clusters Score -361247.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -361266.531250 Penalty: 4226.606445
	Iteration 13Q: 3 clusters Score -361266.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -361272.562500 Penalty: 4226.606445
	Iteration 14Q: 3 clusters Score -361272.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -361273.875000 Penalty: 4226.606445
	Iteration 15Q: 3 clusters Score -361273.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -361274.562500 Penalty: 4226.606445
	Iteration 16Q: 3 clusters Score -361274.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -361276.000000 Penalty: 4226.606445
	Iteration 17Q: 3 clusters Score -361276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -361277.312500 Penalty: 4226.606445
	Iteration 18Q: 3 clusters Score -361277.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -361277.406250 Penalty: 4226.606445
	Iteration 19Q: 3 clusters Score -361277.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -361278.062500 Penalty: 4226.606445
	Iteration 20F: 3 clusters Score -361278.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -361278.781250 Penalty: 4226.606445
	Iteration 21Q: 3 clusters Score -361278.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -361280.250000 Penalty: 4226.606445
	Iteration 22Q: 3 clusters Score -361280.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -361280.968750 Penalty: 4226.606445
	Iteration 23Q: 3 clusters Score -361281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -361281.312500 Penalty: 4226.606445
	Iteration 24Q: 3 clusters Score -361281.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -361281.312500 Penalty: 4226.606445
	Iteration 25F: 3 clusters Score -361281.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Entering Unmasked Estep 
Score: -206933.171875 Penalty: 1960.732422
	Iteration 0F: 2 clusters Score -206933.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -203814.828125 Penalty: 3921.464844
	Iteration 0F: 3 clusters Score -203814.8 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -204420.218750 Penalty: 3921.464844
	Iteration 1F: 3 clusters Score -204420.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -204574.562500 Penalty: 3921.464844
	Iteration 2F: 3 clusters Score -204574.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -204650.671875 Penalty: 3921.464844
	Iteration 3Q: 3 clusters Score -204650.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -204698.203125 Penalty: 3921.464844
	Iteration 4Q: 3 clusters Score -204698.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -204729.265625 Penalty: 3921.464844
	Iteration 5Q: 3 clusters Score -204729.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -204754.093750 Penalty: 3921.464844
	Iteration 6Q: 3 clusters Score -204754.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -204772.281250 Penalty: 3921.464844
	Iteration 7Q: 3 clusters Score -204772.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -204789.578125 Penalty: 3921.464844
	Iteration 8Q: 3 clusters Score -204789.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -204805.312500 Penalty: 3921.464844
	Iteration 9Q: 3 clusters Score -204805.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -204816.281250 Penalty: 3921.464844
	Iteration 10Q: 3 clusters Score -204816.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -204823.453125 Penalty: 3921.464844
	Iteration 11Q: 3 clusters Score -204823.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -204825.390625 Penalty: 3921.464844
	Iteration 12Q: 3 clusters Score -204825.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -204829.687500 Penalty: 3921.464844
	Iteration 13Q: 3 clusters Score -204829.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -204831.953125 Penalty: 3921.464844
	Iteration 14Q: 3 clusters Score -204832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -204832.406250 Penalty: 3921.464844
	Iteration 15Q: 3 clusters Score -204832.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -204833.406250 Penalty: 3921.464844
	Iteration 16Q: 3 clusters Score -204833.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -204833.437500 Penalty: 3921.464844
	Iteration 17Q: 3 clusters Score -204833.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -204833.437500 Penalty: 3921.464844
	Iteration 18F: 3 clusters Score -204833.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Entering Unmasked Estep 
Score: -263531.468750 Penalty: 2085.638184
	Iteration 0F: 2 clusters Score -263531.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -259393.593750 Penalty: 4171.276367
	Iteration 0F: 3 clusters Score -259393.6 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -260450.218750 Penalty: 4171.276367
	Iteration 1F: 3 clusters Score -260450.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -260726.593750 Penalty: 4171.276367
	Iteration 2F: 3 clusters Score -260726.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -260920.015625 Penalty: 4171.276367
	Iteration 3F: 3 clusters Score -260920 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -261128.250000 Penalty: 4171.276367
	Iteration 4Q: 3 clusters Score -261128.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -261372.328125 Penalty: 4171.276367
	Iteration 5Q: 3 clusters Score -261372.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -261554.484375 Penalty: 4171.276367
	Iteration 6Q: 3 clusters Score -261554.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -261696.734375 Penalty: 4171.276367
	Iteration 7Q: 3 clusters Score -261696.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -261850.062500 Penalty: 4171.276367
	Iteration 8Q: 3 clusters Score -261850.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -262003.406250 Penalty: 4171.276367
	Iteration 9Q: 3 clusters Score -262003.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -262113.640625 Penalty: 4171.276367
	Iteration 10Q: 3 clusters Score -262113.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -262197.718750 Penalty: 4171.276367
	Iteration 11Q: 3 clusters Score -262197.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -262269.093750 Penalty: 4171.276367
	Iteration 12Q: 3 clusters Score -262269.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -262351.281250 Penalty: 4171.276367
	Iteration 13Q: 3 clusters Score -262351.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -262414.937500 Penalty: 4171.276367
	Iteration 14Q: 3 clusters Score -262414.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -262478.593750 Penalty: 4171.276367
	Iteration 15Q: 3 clusters Score -262478.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -262534.937500 Penalty: 4171.276367
	Iteration 16Q: 3 clusters Score -262534.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -262588.093750 Penalty: 4171.276367
	Iteration 17Q: 3 clusters Score -262588.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -262621.562500 Penalty: 4171.276367
	Iteration 18Q: 3 clusters Score -262621.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -262638.750000 Penalty: 4171.276367
	Iteration 19Q: 3 clusters Score -262638.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -262651.312500 Penalty: 4171.276367
	Iteration 20F: 3 clusters Score -262651.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -262661.875000 Penalty: 4171.276367
	Iteration 21Q: 3 clusters Score -262661.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -262672.250000 Penalty: 4171.276367
	Iteration 22Q: 3 clusters Score -262672.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -262680.250000 Penalty: 4171.276367
	Iteration 23Q: 3 clusters Score -262680.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -262687.406250 Penalty: 4171.276367
	Iteration 24Q: 3 clusters Score -262687.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -262689.531250 Penalty: 4171.276367
	Iteration 25Q: 3 clusters Score -262689.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -262692.000000 Penalty: 4171.276367
	Iteration 26Q: 3 clusters Score -262692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -262694.000000 Penalty: 4171.276367
	Iteration 27Q: 3 clusters Score -262694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -262696.406250 Penalty: 4171.276367
	Iteration 28Q: 3 clusters Score -262696.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -262701.000000 Penalty: 4171.276367
	Iteration 29Q: 3 clusters Score -262701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -262702.406250 Penalty: 4171.276367
	Iteration 30Q: 3 clusters Score -262702.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -262703.437500 Penalty: 4171.276367
	Iteration 31Q: 3 clusters Score -262703.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -262706.000000 Penalty: 4171.276367
	Iteration 32Q: 3 clusters Score -262706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -262708.625000 Penalty: 4171.276367
	Iteration 33Q: 3 clusters Score -262708.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -262711.750000 Penalty: 4171.276367
	Iteration 34Q: 3 clusters Score -262711.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -262715.375000 Penalty: 4171.276367
	Iteration 35Q: 3 clusters Score -262715.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -262723.812500 Penalty: 4171.276367
	Iteration 36Q: 3 clusters Score -262723.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -262734.843750 Penalty: 4171.276367
	Iteration 37Q: 3 clusters Score -262734.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -262747.281250 Penalty: 4171.276367
	Iteration 38Q: 3 clusters Score -262747.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -262753.687500 Penalty: 4171.276367
	Iteration 39Q: 3 clusters Score -262753.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -262756.687500 Penalty: 4171.276367
	Iteration 40F: 3 clusters Score -262756.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -262757.812500 Penalty: 4171.276367
	Iteration 41Q: 3 clusters Score -262757.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -262758.656250 Penalty: 4171.276367
	Iteration 42Q: 3 clusters Score -262758.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -262759.187500 Penalty: 4171.276367
	Iteration 43Q: 3 clusters Score -262759.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -262759.593750 Penalty: 4171.276367
	Iteration 44Q: 3 clusters Score -262759.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -262759.656250 Penalty: 4171.276367
	Iteration 45Q: 3 clusters Score -262759.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -262760.750000 Penalty: 4171.276367
	Iteration 46Q: 3 clusters Score -262760.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -262761.125000 Penalty: 4171.276367
	Iteration 47Q: 3 clusters Score -262761.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -262761.125000 Penalty: 4171.276367
	Iteration 48F: 3 clusters Score -262761.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Entering Unmasked Estep 
Score: -1179912.875000 Penalty: 2428.969238
	Iteration 0F: 2 clusters Score -1179913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1167166.000000 Penalty: 4857.938477
	Iteration 0F: 3 clusters Score -1167166 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1171695.125000 Penalty: 4857.938477
	Iteration 1F: 3 clusters Score -1171695 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1172328.750000 Penalty: 4857.938477
	Iteration 2F: 3 clusters Score -1172329 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1172961.250000 Penalty: 4857.938477
	Iteration 3F: 3 clusters Score -1172961 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1173616.875000 Penalty: 4857.938477
	Iteration 4F: 3 clusters Score -1173617 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1174309.375000 Penalty: 4857.938477
	Iteration 5F: 3 clusters Score -1174309 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1174951.125000 Penalty: 4857.938477
	Iteration 6F: 3 clusters Score -1174951 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1175488.375000 Penalty: 4857.938477
	Iteration 7Q: 3 clusters Score -1175488 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1175925.125000 Penalty: 4857.938477
	Iteration 8Q: 3 clusters Score -1175925 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1176258.750000 Penalty: 4857.938477
	Iteration 9Q: 3 clusters Score -1176259 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1176553.000000 Penalty: 4857.938477
	Iteration 10Q: 3 clusters Score -1176553 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1176802.500000 Penalty: 4857.938477
	Iteration 11Q: 3 clusters Score -1176802 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1177014.500000 Penalty: 4857.938477
	Iteration 12Q: 3 clusters Score -1177014 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1177178.625000 Penalty: 4857.938477
	Iteration 13Q: 3 clusters Score -1177179 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1177307.875000 Penalty: 4857.938477
	Iteration 14Q: 3 clusters Score -1177308 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1177417.750000 Penalty: 4857.938477
	Iteration 15Q: 3 clusters Score -1177418 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1177513.125000 Penalty: 4857.938477
	Iteration 16Q: 3 clusters Score -1177513 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1177619.125000 Penalty: 4857.938477
	Iteration 17Q: 3 clusters Score -1177619 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1177698.625000 Penalty: 4857.938477
	Iteration 18Q: 3 clusters Score -1177699 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1177772.500000 Penalty: 4857.938477
	Iteration 19Q: 3 clusters Score -1177772 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1177833.125000 Penalty: 4857.938477
	Iteration 20F: 3 clusters Score -1177833 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1177888.375000 Penalty: 4857.938477
	Iteration 21Q: 3 clusters Score -1177888 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1177940.625000 Penalty: 4857.938477
	Iteration 22Q: 3 clusters Score -1177941 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1177984.375000 Penalty: 4857.938477
	Iteration 23Q: 3 clusters Score -1177984 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1178017.750000 Penalty: 4857.938477
	Iteration 24Q: 3 clusters Score -1178018 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1178052.375000 Penalty: 4857.938477
	Iteration 25Q: 3 clusters Score -1178052 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1178087.750000 Penalty: 4857.938477
	Iteration 26Q: 3 clusters Score -1178088 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1178135.500000 Penalty: 4857.938477
	Iteration 27Q: 3 clusters Score -1178136 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1178178.875000 Penalty: 4857.938477
	Iteration 28Q: 3 clusters Score -1178179 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1178215.375000 Penalty: 4857.938477
	Iteration 29Q: 3 clusters Score -1178215 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1178260.625000 Penalty: 4857.938477
	Iteration 30Q: 3 clusters Score -1178261 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1178282.500000 Penalty: 4857.938477
	Iteration 31Q: 3 clusters Score -1178282 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1178306.750000 Penalty: 4857.938477
	Iteration 32Q: 3 clusters Score -1178307 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1178327.250000 Penalty: 4857.938477
	Iteration 33Q: 3 clusters Score -1178327 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1178344.250000 Penalty: 4857.938477
	Iteration 34Q: 3 clusters Score -1178344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1178355.250000 Penalty: 4857.938477
	Iteration 35Q: 3 clusters Score -1178355 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1178368.250000 Penalty: 4857.938477
	Iteration 36Q: 3 clusters Score -1178368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1178383.750000 Penalty: 4857.938477
	Iteration 37Q: 3 clusters Score -1178384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1178389.875000 Penalty: 4857.938477
	Iteration 38Q: 3 clusters Score -1178390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1178393.500000 Penalty: 4857.938477
	Iteration 39Q: 3 clusters Score -1178394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1178394.875000 Penalty: 4857.938477
	Iteration 40F: 3 clusters Score -1178395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1178399.750000 Penalty: 4857.938477
	Iteration 41Q: 3 clusters Score -1178400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1178398.250000 Penalty: 4857.938477
	Iteration 42Q: 3 clusters Score -1178398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1178401.375000 Penalty: 4857.938477
	Iteration 43Q: 3 clusters Score -1178401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1178402.875000 Penalty: 4857.938477
	Iteration 44Q: 3 clusters Score -1178403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1178403.750000 Penalty: 4857.938477
	Iteration 45Q: 3 clusters Score -1178404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1178403.750000 Penalty: 4857.938477
	Iteration 46F: 3 clusters Score -1178404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Entering Unmasked Estep 
Score: -3025557.500000 Penalty: 2616.767090
	Iteration 0F: 2 clusters Score -3025558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2999682.250000 Penalty: 5233.534180
	Iteration 0F: 3 clusters Score -2999682 nChanged 17433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -3009360.000000 Penalty: 5233.534180
	Iteration 1F: 3 clusters Score -3009360 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -3010008.500000 Penalty: 5233.534180
	Iteration 2Q: 3 clusters Score -3010008 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -3010728.250000 Penalty: 5233.534180
	Iteration 3Q: 3 clusters Score -3010728 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -3011643.250000 Penalty: 5233.534180
	Iteration 4Q: 3 clusters Score -3011643 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -3012848.750000 Penalty: 5233.534180
	Iteration 5F: 3 clusters Score -3012849 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -3014620.000000 Penalty: 5233.534180
	Iteration 6F: 3 clusters Score -3014620 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -3016816.000000 Penalty: 5233.534180
	Iteration 7F: 3 clusters Score -3016816 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -3018985.000000 Penalty: 5233.534180
	Iteration 8F: 3 clusters Score -3018985 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -3020679.000000 Penalty: 5233.534180
	Iteration 9F: 3 clusters Score -3020679 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -3021800.750000 Penalty: 5233.534180
	Iteration 10Q: 3 clusters Score -3021801 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -3022561.250000 Penalty: 5233.534180
	Iteration 11Q: 3 clusters Score -3022561 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -3023087.750000 Penalty: 5233.534180
	Iteration 12Q: 3 clusters Score -3023088 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -3023415.750000 Penalty: 5233.534180
	Iteration 13Q: 3 clusters Score -3023416 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -3023659.000000 Penalty: 5233.534180
	Iteration 14Q: 3 clusters Score -3023659 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -3023787.500000 Penalty: 5233.534180
	Iteration 15Q: 3 clusters Score -3023788 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -3023861.500000 Penalty: 5233.534180
	Iteration 16Q: 3 clusters Score -3023862 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -3023892.000000 Penalty: 5233.534180
	Iteration 17Q: 3 clusters Score -3023892 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -3023924.000000 Penalty: 5233.534180
	Iteration 18Q: 3 clusters Score -3023924 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -3023949.000000 Penalty: 5233.534180
	Iteration 19Q: 3 clusters Score -3023949 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -3023963.500000 Penalty: 5233.534180
	Iteration 20F: 3 clusters Score -3023964 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -3023983.500000 Penalty: 5233.534180
	Iteration 21Q: 3 clusters Score -3023984 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -3023989.750000 Penalty: 5233.534180
	Iteration 22Q: 3 clusters Score -3023990 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -3023996.500000 Penalty: 5233.534180
	Iteration 23Q: 3 clusters Score -3023996 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -3024000.750000 Penalty: 5233.534180
	Iteration 24Q: 3 clusters Score -3024001 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -3024000.250000 Penalty: 5233.534180
	Iteration 25Q: 3 clusters Score -3024000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -3024016.000000 Penalty: 5233.534180
	Iteration 26Q: 3 clusters Score -3024016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -3024022.250000 Penalty: 5233.534180
	Iteration 27Q: 3 clusters Score -3024022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -3024020.250000 Penalty: 5233.534180
	Iteration 28Q: 3 clusters Score -3024020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -3024031.250000 Penalty: 5233.534180
	Iteration 29Q: 3 clusters Score -3024031 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -3024032.500000 Penalty: 5233.534180
	Iteration 30Q: 3 clusters Score -3024032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -3024036.500000 Penalty: 5233.534180
	Iteration 31Q: 3 clusters Score -3024036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -3024035.500000 Penalty: 5233.534180
	Iteration 32Q: 3 clusters Score -3024036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -3024053.750000 Penalty: 5233.534180
	Iteration 33Q: 3 clusters Score -3024054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -3024065.500000 Penalty: 5233.534180
	Iteration 34Q: 3 clusters Score -3024066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -3024070.500000 Penalty: 5233.534180
	Iteration 35Q: 3 clusters Score -3024070 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -3024080.250000 Penalty: 5233.534180
	Iteration 36Q: 3 clusters Score -3024080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -3024081.500000 Penalty: 5233.534180
	Iteration 37Q: 3 clusters Score -3024082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -3024084.000000 Penalty: 5233.534180
	Iteration 38Q: 3 clusters Score -3024084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -3024085.750000 Penalty: 5233.534180
	Iteration 39Q: 3 clusters Score -3024086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -3024083.750000 Penalty: 5233.534180
	Iteration 40F: 3 clusters Score -3024084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -3024086.750000 Penalty: 5233.534180
	Iteration 41Q: 3 clusters Score -3024087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -3024088.500000 Penalty: 5233.534180
	Iteration 42Q: 3 clusters Score -3024088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -3024097.750000 Penalty: 5233.534180
	Iteration 43Q: 3 clusters Score -3024098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -3024104.250000 Penalty: 5233.534180
	Iteration 44Q: 3 clusters Score -3024104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -3024104.500000 Penalty: 5233.534180
	Iteration 45Q: 3 clusters Score -3024104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -3024103.250000 Penalty: 5233.534180
	Iteration 46Q: 3 clusters Score -3024103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -3024104.500000 Penalty: 5233.534180
	Iteration 47Q: 3 clusters Score -3024104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -3024105.500000 Penalty: 5233.534180
	Iteration 48Q: 3 clusters Score -3024106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -3024102.000000 Penalty: 5233.534180
	Iteration 49Q: 3 clusters Score -3024102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -3024110.250000 Penalty: 5233.534180
	Iteration 50Q: 3 clusters Score -3024110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -3024115.000000 Penalty: 5233.534180
	Iteration 51Q: 3 clusters Score -3024115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -3024115.750000 Penalty: 5233.534180
	Iteration 52Q: 3 clusters Score -3024116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -3024119.000000 Penalty: 5233.534180
	Iteration 53Q: 3 clusters Score -3024119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -3024127.000000 Penalty: 5233.534180
	Iteration 54Q: 3 clusters Score -3024127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -3024127.750000 Penalty: 5233.534180
	Iteration 55Q: 3 clusters Score -3024128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -3024128.250000 Penalty: 5233.534180
	Iteration 56Q: 3 clusters Score -3024128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -3024129.250000 Penalty: 5233.534180
	Iteration 57Q: 3 clusters Score -3024129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -3024128.250000 Penalty: 5233.534180
	Iteration 58Q: 3 clusters Score -3024128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -3024135.750000 Penalty: 5233.534180
	Iteration 59Q: 3 clusters Score -3024136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -3024145.500000 Penalty: 5233.534180
	Iteration 60F: 3 clusters Score -3024146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -3024148.500000 Penalty: 5233.534180
	Iteration 61Q: 3 clusters Score -3024148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -3024148.500000 Penalty: 5233.534180
	Iteration 62Q: 3 clusters Score -3024148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -3024146.000000 Penalty: 5233.534180
	Iteration 63Q: 3 clusters Score -3024146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -3024147.000000 Penalty: 5233.534180
	Iteration 64Q: 3 clusters Score -3024147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -3024151.750000 Penalty: 5233.534180
	Iteration 65Q: 3 clusters Score -3024152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -3024149.250000 Penalty: 5233.534180
	Iteration 66Q: 3 clusters Score -3024149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -3024146.250000 Penalty: 5233.534180
	Iteration 67Q: 3 clusters Score -3024146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -3024144.750000 Penalty: 5233.534180
	Iteration 68Q: 3 clusters Score -3024145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -3024142.000000 Penalty: 5233.534180
	Iteration 69Q: 3 clusters Score -3024142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -3024142.000000 Penalty: 5233.534180
	Iteration 70F: 3 clusters Score -3024142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Entering Unmasked Estep 
Score: -1259490.875000 Penalty: 2416.822998
	Iteration 0F: 2 clusters Score -1259491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1247254.500000 Penalty: 4833.645996
	Iteration 0F: 3 clusters Score -1247254 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1251372.625000 Penalty: 4833.645996
	Iteration 1F: 3 clusters Score -1251373 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1251908.625000 Penalty: 4833.645996
	Iteration 2F: 3 clusters Score -1251909 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1252451.250000 Penalty: 4833.645996
	Iteration 3F: 3 clusters Score -1252451 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1253141.250000 Penalty: 4833.645996
	Iteration 4F: 3 clusters Score -1253141 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1253994.125000 Penalty: 4833.645996
	Iteration 5F: 3 clusters Score -1253994 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1254908.125000 Penalty: 4833.645996
	Iteration 6F: 3 clusters Score -1254908 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1255813.250000 Penalty: 4833.645996
	Iteration 7F: 3 clusters Score -1255813 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1256598.375000 Penalty: 4833.645996
	Iteration 8F: 3 clusters Score -1256598 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1257064.750000 Penalty: 4833.645996
	Iteration 9Q: 3 clusters Score -1257065 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1257367.750000 Penalty: 4833.645996
	Iteration 10Q: 3 clusters Score -1257368 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1257596.375000 Penalty: 4833.645996
	Iteration 11Q: 3 clusters Score -1257596 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1257754.250000 Penalty: 4833.645996
	Iteration 12Q: 3 clusters Score -1257754 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1257851.375000 Penalty: 4833.645996
	Iteration 13Q: 3 clusters Score -1257851 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1257935.125000 Penalty: 4833.645996
	Iteration 14Q: 3 clusters Score -1257935 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1258018.500000 Penalty: 4833.645996
	Iteration 15Q: 3 clusters Score -1258018 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1258093.250000 Penalty: 4833.645996
	Iteration 16Q: 3 clusters Score -1258093 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1258154.875000 Penalty: 4833.645996
	Iteration 17Q: 3 clusters Score -1258155 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1258206.500000 Penalty: 4833.645996
	Iteration 18Q: 3 clusters Score -1258206 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1258262.125000 Penalty: 4833.645996
	Iteration 19Q: 3 clusters Score -1258262 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1258335.750000 Penalty: 4833.645996
	Iteration 20F: 3 clusters Score -1258336 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1258428.625000 Penalty: 4833.645996
	Iteration 21Q: 3 clusters Score -1258429 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1258521.250000 Penalty: 4833.645996
	Iteration 22Q: 3 clusters Score -1258521 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1258606.875000 Penalty: 4833.645996
	Iteration 23Q: 3 clusters Score -1258607 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1258682.125000 Penalty: 4833.645996
	Iteration 24Q: 3 clusters Score -1258682 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1258742.000000 Penalty: 4833.645996
	Iteration 25Q: 3 clusters Score -1258742 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1258803.250000 Penalty: 4833.645996
	Iteration 26Q: 3 clusters Score -1258803 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1258840.750000 Penalty: 4833.645996
	Iteration 27Q: 3 clusters Score -1258841 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1258890.125000 Penalty: 4833.645996
	Iteration 28Q: 3 clusters Score -1258890 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1258936.250000 Penalty: 4833.645996
	Iteration 29Q: 3 clusters Score -1258936 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1258965.375000 Penalty: 4833.645996
	Iteration 30Q: 3 clusters Score -1258965 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1259004.375000 Penalty: 4833.645996
	Iteration 31Q: 3 clusters Score -1259004 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1259050.125000 Penalty: 4833.645996
	Iteration 32Q: 3 clusters Score -1259050 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1259110.500000 Penalty: 4833.645996
	Iteration 33Q: 3 clusters Score -1259110 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1259203.500000 Penalty: 4833.645996
	Iteration 34Q: 3 clusters Score -1259204 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1259354.125000 Penalty: 4833.645996
	Iteration 35Q: 3 clusters Score -1259354 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1259617.125000 Penalty: 4833.645996
	Iteration 36Q: 3 clusters Score -1259617 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1259964.750000 Penalty: 4833.645996
	Iteration 37Q: 3 clusters Score -1259965 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1260255.125000 Penalty: 4833.645996
	Iteration 38Q: 3 clusters Score -1260255 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1260492.875000 Penalty: 4833.645996
	Iteration 39Q: 3 clusters Score -1260493 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1260693.375000 Penalty: 4833.645996
	Iteration 40F: 3 clusters Score -1260693 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1260815.750000 Penalty: 4833.645996
	Iteration 41Q: 3 clusters Score -1260816 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1260891.375000 Penalty: 4833.645996
	Iteration 42Q: 3 clusters Score -1260891 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1260931.750000 Penalty: 4833.645996
	Iteration 43Q: 3 clusters Score -1260932 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1260954.750000 Penalty: 4833.645996
	Iteration 44Q: 3 clusters Score -1260955 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1260985.500000 Penalty: 4833.645996
	Iteration 45Q: 3 clusters Score -1260986 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1261000.875000 Penalty: 4833.645996
	Iteration 46Q: 3 clusters Score -1261001 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1261009.250000 Penalty: 4833.645996
	Iteration 47Q: 3 clusters Score -1261009 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1261015.000000 Penalty: 4833.645996
	Iteration 48Q: 3 clusters Score -1261015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1261021.875000 Penalty: 4833.645996
	Iteration 49Q: 3 clusters Score -1261022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1261025.500000 Penalty: 4833.645996
	Iteration 50Q: 3 clusters Score -1261026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1261021.250000 Penalty: 4833.645996
	Iteration 51Q: 3 clusters Score -1261021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1261028.375000 Penalty: 4833.645996
	Iteration 52Q: 3 clusters Score -1261028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1261029.625000 Penalty: 4833.645996
	Iteration 53Q: 3 clusters Score -1261030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1261025.500000 Penalty: 4833.645996
	Iteration 54Q: 3 clusters Score -1261026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1261028.500000 Penalty: 4833.645996
	Iteration 55Q: 3 clusters Score -1261028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1261026.625000 Penalty: 4833.645996
	Iteration 56Q: 3 clusters Score -1261027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1261026.625000 Penalty: 4833.645996
	Iteration 57F: 3 clusters Score -1261027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253903 members 
Mstep: Class 2 contains 8347 members 
Mstep: Class 3 contains 4254 members 
Mstep: Class 4 contains 225971 members 
Mstep: Class 5 contains 92862 members 
Mstep: Class 6 contains 4039 members 
Mstep: Class 7 contains 30221 members 
Mstep: Class 8 contains 103933 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 120537 members 
Mstep: Class 11 contains 207388 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 3540 members 
Mstep: Class 14 contains 2521 members 
Mstep: Class 15 contains 43985 members 
Mstep: Class 16 contains 13586 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5021 members 
Mstep: Class 20 contains 2714 members 
Mstep: Class 21 contains 4491 members 
Mstep: Class 22 contains 17930 members 
Mstep: Class 23 contains 38234 members 
Mstep: Class 24 contains 10807 members 
Mstep: Class 25 contains 1899 members 
Mstep: Class 26 contains 4998 members 
Mstep: Class 27 contains 29934 members 
Mstep: Class 28 contains 8276 members 
Mstep: Class 29 contains 5945 members 
Mstep: Class 30 contains 4095 members 
Mstep: Class 31 contains 19049 members 
Mstep: Class 32 contains 5815 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7231 members 
Mstep: Class 35 contains 6785 members 
Mstep: Class 36 contains 1604 members 
Mstep: Class 37 contains 5851 members 
Mstep: Class 38 contains 21788 members 
Mstep: Class 39 contains 1001 members 
Mstep: Class 40 contains 13224 members 
Mstep: Class 41 contains 66143 members 
Mstep: Class 42 contains 1542 members 
Mstep: Class 43 contains 6266 members 
Entering Unmasked Estep 
Score: -102262592.000000 Penalty: 151038.062500
Splitting cluster 24 changes total score from -102261704.000000 to -102262592.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 25 (1899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Entering Unmasked Estep 
Score: -103379.585938 Penalty: 1872.172485
	Iteration 0F: 2 clusters Score -103379.6 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 941 members 
Entering Unmasked Estep 
Score: -100873.562500 Penalty: 3744.344971
	Iteration 0F: 3 clusters Score -100873.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -101523.968750 Penalty: 3744.344971
	Iteration 1F: 3 clusters Score -101524 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -101802.664062 Penalty: 3744.344971
	Iteration 2F: 3 clusters Score -101802.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -102085.351562 Penalty: 3744.344971
	Iteration 3F: 3 clusters Score -102085.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -102367.289062 Penalty: 3744.344971
	Iteration 4F: 3 clusters Score -102367.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -102546.218750 Penalty: 3744.344971
	Iteration 5F: 3 clusters Score -102546.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -102673.640625 Penalty: 3744.344971
	Iteration 6Q: 3 clusters Score -102673.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -102760.734375 Penalty: 3744.344971
	Iteration 7Q: 3 clusters Score -102760.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -102801.304688 Penalty: 3744.344971
	Iteration 8Q: 3 clusters Score -102801.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -102831.757812 Penalty: 3744.344971
	Iteration 9Q: 3 clusters Score -102831.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -102855.148438 Penalty: 3744.344971
	Iteration 10Q: 3 clusters Score -102855.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -102864.234375 Penalty: 3744.344971
	Iteration 11Q: 3 clusters Score -102864.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -102870.273438 Penalty: 3744.344971
	Iteration 12Q: 3 clusters Score -102870.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -102873.757812 Penalty: 3744.344971
	Iteration 13Q: 3 clusters Score -102873.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -102873.757812 Penalty: 3744.344971
	Iteration 14F: 3 clusters Score -102873.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -359905.500000 Penalty: 2112.164795
	Iteration 0F: 2 clusters Score -359905.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -355417.781250 Penalty: 4224.329590
	Iteration 0F: 3 clusters Score -355417.8 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -356678.218750 Penalty: 4224.329590
	Iteration 1F: 3 clusters Score -356678.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -357106.968750 Penalty: 4224.329590
	Iteration 2F: 3 clusters Score -357107 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -357474.843750 Penalty: 4224.329590
	Iteration 3F: 3 clusters Score -357474.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -357862.375000 Penalty: 4224.329590
	Iteration 4F: 3 clusters Score -357862.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -358135.687500 Penalty: 4224.329590
	Iteration 5F: 3 clusters Score -358135.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -358346.875000 Penalty: 4224.329590
	Iteration 6Q: 3 clusters Score -358346.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -358486.218750 Penalty: 4224.329590
	Iteration 7Q: 3 clusters Score -358486.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -358577.156250 Penalty: 4224.329590
	Iteration 8Q: 3 clusters Score -358577.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -358633.375000 Penalty: 4224.329590
	Iteration 9Q: 3 clusters Score -358633.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -358692.093750 Penalty: 4224.329590
	Iteration 10Q: 3 clusters Score -358692.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -358745.343750 Penalty: 4224.329590
	Iteration 11Q: 3 clusters Score -358745.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -358782.062500 Penalty: 4224.329590
	Iteration 12Q: 3 clusters Score -358782.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -358815.343750 Penalty: 4224.329590
	Iteration 13Q: 3 clusters Score -358815.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -358839.062500 Penalty: 4224.329590
	Iteration 14Q: 3 clusters Score -358839.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -358858.187500 Penalty: 4224.329590
	Iteration 15Q: 3 clusters Score -358858.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -358872.375000 Penalty: 4224.329590
	Iteration 16Q: 3 clusters Score -358872.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -358889.406250 Penalty: 4224.329590
	Iteration 17Q: 3 clusters Score -358889.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -358906.531250 Penalty: 4224.329590
	Iteration 18Q: 3 clusters Score -358906.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -358918.750000 Penalty: 4224.329590
	Iteration 19Q: 3 clusters Score -358918.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -358930.968750 Penalty: 4224.329590
	Iteration 20F: 3 clusters Score -358931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -358939.625000 Penalty: 4224.329590
	Iteration 21Q: 3 clusters Score -358939.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -358943.281250 Penalty: 4224.329590
	Iteration 22Q: 3 clusters Score -358943.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -358948.250000 Penalty: 4224.329590
	Iteration 23Q: 3 clusters Score -358948.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -358952.406250 Penalty: 4224.329590
	Iteration 24Q: 3 clusters Score -358952.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -358955.281250 Penalty: 4224.329590
	Iteration 25Q: 3 clusters Score -358955.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -358957.187500 Penalty: 4224.329590
	Iteration 26Q: 3 clusters Score -358957.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -358959.781250 Penalty: 4224.329590
	Iteration 27Q: 3 clusters Score -358959.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -358963.218750 Penalty: 4224.329590
	Iteration 28Q: 3 clusters Score -358963.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -358965.062500 Penalty: 4224.329590
	Iteration 29Q: 3 clusters Score -358965.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -358966.312500 Penalty: 4224.329590
	Iteration 30Q: 3 clusters Score -358966.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -358967.625000 Penalty: 4224.329590
	Iteration 31Q: 3 clusters Score -358967.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -358967.562500 Penalty: 4224.329590
	Iteration 32Q: 3 clusters Score -358967.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -358968.031250 Penalty: 4224.329590
	Iteration 33Q: 3 clusters Score -358968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -358968.656250 Penalty: 4224.329590
	Iteration 34Q: 3 clusters Score -358968.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -358968.375000 Penalty: 4224.329590
	Iteration 35Q: 3 clusters Score -358968.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -358968.375000 Penalty: 4224.329590
	Iteration 36F: 3 clusters Score -358968.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (29934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Entering Unmasked Estep 
Score: -2254352.250000 Penalty: 2556.073975
	Iteration 0F: 2 clusters Score -2254352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2233629.500000 Penalty: 5112.147949
	Iteration 0F: 3 clusters Score -2233630 nChanged 13642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2241092.250000 Penalty: 5112.147949
	Iteration 1F: 3 clusters Score -2241092 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2241691.750000 Penalty: 5112.147949
	Iteration 2Q: 3 clusters Score -2241692 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -2242463.500000 Penalty: 5112.147949
	Iteration 3F: 3 clusters Score -2242464 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2243453.500000 Penalty: 5112.147949
	Iteration 4F: 3 clusters Score -2243454 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2244623.000000 Penalty: 5112.147949
	Iteration 5F: 3 clusters Score -2244623 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2246084.750000 Penalty: 5112.147949
	Iteration 6F: 3 clusters Score -2246085 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2247749.500000 Penalty: 5112.147949
	Iteration 7F: 3 clusters Score -2247750 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2249487.750000 Penalty: 5112.147949
	Iteration 8F: 3 clusters Score -2249488 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2251207.750000 Penalty: 5112.147949
	Iteration 9F: 3 clusters Score -2251208 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2252165.500000 Penalty: 5112.147949
	Iteration 10Q: 3 clusters Score -2252166 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2252488.750000 Penalty: 5112.147949
	Iteration 11Q: 3 clusters Score -2252489 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2252654.750000 Penalty: 5112.147949
	Iteration 12Q: 3 clusters Score -2252655 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2252752.750000 Penalty: 5112.147949
	Iteration 13Q: 3 clusters Score -2252753 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2252820.750000 Penalty: 5112.147949
	Iteration 14Q: 3 clusters Score -2252821 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2252862.500000 Penalty: 5112.147949
	Iteration 15Q: 3 clusters Score -2252862 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2252891.000000 Penalty: 5112.147949
	Iteration 16Q: 3 clusters Score -2252891 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2252918.500000 Penalty: 5112.147949
	Iteration 17Q: 3 clusters Score -2252918 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2252943.500000 Penalty: 5112.147949
	Iteration 18Q: 3 clusters Score -2252944 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2252956.500000 Penalty: 5112.147949
	Iteration 19Q: 3 clusters Score -2252956 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2252966.000000 Penalty: 5112.147949
	Iteration 20F: 3 clusters Score -2252966 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2252982.500000 Penalty: 5112.147949
	Iteration 21Q: 3 clusters Score -2252982 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2252995.000000 Penalty: 5112.147949
	Iteration 22Q: 3 clusters Score -2252995 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2252995.000000 Penalty: 5112.147949
	Iteration 23Q: 3 clusters Score -2252995 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2253004.250000 Penalty: 5112.147949
	Iteration 24Q: 3 clusters Score -2253004 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2253021.000000 Penalty: 5112.147949
	Iteration 25Q: 3 clusters Score -2253021 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2253028.250000 Penalty: 5112.147949
	Iteration 26Q: 3 clusters Score -2253028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2253040.750000 Penalty: 5112.147949
	Iteration 27Q: 3 clusters Score -2253041 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2253047.250000 Penalty: 5112.147949
	Iteration 28Q: 3 clusters Score -2253047 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2253048.750000 Penalty: 5112.147949
	Iteration 29Q: 3 clusters Score -2253049 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2253057.500000 Penalty: 5112.147949
	Iteration 30Q: 3 clusters Score -2253058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2253060.750000 Penalty: 5112.147949
	Iteration 31Q: 3 clusters Score -2253061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2253070.000000 Penalty: 5112.147949
	Iteration 32Q: 3 clusters Score -2253070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2253070.000000 Penalty: 5112.147949
	Iteration 33Q: 3 clusters Score -2253070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2253074.000000 Penalty: 5112.147949
	Iteration 34Q: 3 clusters Score -2253074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2253069.250000 Penalty: 5112.147949
	Iteration 35Q: 3 clusters Score -2253069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2253071.500000 Penalty: 5112.147949
	Iteration 36Q: 3 clusters Score -2253072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2253069.500000 Penalty: 5112.147949
	Iteration 37Q: 3 clusters Score -2253070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2253071.750000 Penalty: 5112.147949
	Iteration 38Q: 3 clusters Score -2253072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2253073.250000 Penalty: 5112.147949
	Iteration 39Q: 3 clusters Score -2253073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2253073.250000 Penalty: 5112.147949
	Iteration 40F: 3 clusters Score -2253073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Entering Unmasked Estep 
Score: -638864.812500 Penalty: 2237.236572
	Iteration 0F: 2 clusters Score -638864.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -632294.812500 Penalty: 4474.473145
	Iteration 0F: 3 clusters Score -632294.8 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -634277.125000 Penalty: 4474.473145
	Iteration 1F: 3 clusters Score -634277.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -634767.312500 Penalty: 4474.473145
	Iteration 2F: 3 clusters Score -634767.3 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -635281.000000 Penalty: 4474.473145
	Iteration 3F: 3 clusters Score -635281 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -635763.562500 Penalty: 4474.473145
	Iteration 4F: 3 clusters Score -635763.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -636286.375000 Penalty: 4474.473145
	Iteration 5F: 3 clusters Score -636286.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -636772.437500 Penalty: 4474.473145
	Iteration 6F: 3 clusters Score -636772.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -637131.625000 Penalty: 4474.473145
	Iteration 7F: 3 clusters Score -637131.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -637379.937500 Penalty: 4474.473145
	Iteration 8Q: 3 clusters Score -637379.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -637536.312500 Penalty: 4474.473145
	Iteration 9Q: 3 clusters Score -637536.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -637636.812500 Penalty: 4474.473145
	Iteration 10Q: 3 clusters Score -637636.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -637698.312500 Penalty: 4474.473145
	Iteration 11Q: 3 clusters Score -637698.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -637765.000000 Penalty: 4474.473145
	Iteration 12Q: 3 clusters Score -637765 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -637809.187500 Penalty: 4474.473145
	Iteration 13Q: 3 clusters Score -637809.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -637842.437500 Penalty: 4474.473145
	Iteration 14Q: 3 clusters Score -637842.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -637866.687500 Penalty: 4474.473145
	Iteration 15Q: 3 clusters Score -637866.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -637887.000000 Penalty: 4474.473145
	Iteration 16Q: 3 clusters Score -637887 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -637904.062500 Penalty: 4474.473145
	Iteration 17Q: 3 clusters Score -637904.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -637920.250000 Penalty: 4474.473145
	Iteration 18Q: 3 clusters Score -637920.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -637936.187500 Penalty: 4474.473145
	Iteration 19Q: 3 clusters Score -637936.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -637946.562500 Penalty: 4474.473145
	Iteration 20F: 3 clusters Score -637946.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -637956.562500 Penalty: 4474.473145
	Iteration 21Q: 3 clusters Score -637956.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -637972.000000 Penalty: 4474.473145
	Iteration 22Q: 3 clusters Score -637972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -637993.000000 Penalty: 4474.473145
	Iteration 23Q: 3 clusters Score -637993 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -638029.437500 Penalty: 4474.473145
	Iteration 24Q: 3 clusters Score -638029.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -638074.000000 Penalty: 4474.473145
	Iteration 25Q: 3 clusters Score -638074 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -638115.000000 Penalty: 4474.473145
	Iteration 26Q: 3 clusters Score -638115 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -638149.500000 Penalty: 4474.473145
	Iteration 27Q: 3 clusters Score -638149.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -638178.625000 Penalty: 4474.473145
	Iteration 28Q: 3 clusters Score -638178.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -638197.437500 Penalty: 4474.473145
	Iteration 29Q: 3 clusters Score -638197.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -638207.000000 Penalty: 4474.473145
	Iteration 30Q: 3 clusters Score -638207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -638216.187500 Penalty: 4474.473145
	Iteration 31Q: 3 clusters Score -638216.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -638221.437500 Penalty: 4474.473145
	Iteration 32Q: 3 clusters Score -638221.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -638227.375000 Penalty: 4474.473145
	Iteration 33Q: 3 clusters Score -638227.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -638228.812500 Penalty: 4474.473145
	Iteration 34Q: 3 clusters Score -638228.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -638232.125000 Penalty: 4474.473145
	Iteration 35Q: 3 clusters Score -638232.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -638232.562500 Penalty: 4474.473145
	Iteration 36Q: 3 clusters Score -638232.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -638233.687500 Penalty: 4474.473145
	Iteration 37Q: 3 clusters Score -638233.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -638233.937500 Penalty: 4474.473145
	Iteration 38Q: 3 clusters Score -638233.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -638234.750000 Penalty: 4474.473145
	Iteration 39Q: 3 clusters Score -638234.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -638235.375000 Penalty: 4474.473145
	Iteration 40F: 3 clusters Score -638235.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -638235.875000 Penalty: 4474.473145
	Iteration 41Q: 3 clusters Score -638235.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -638235.875000 Penalty: 4474.473145
	Iteration 42F: 3 clusters Score -638235.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Entering Unmasked Estep 
Score: -442402.687500 Penalty: 2155.195801
	Iteration 0F: 2 clusters Score -442402.7 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 2999 members 
Entering Unmasked Estep 
Score: -437243.875000 Penalty: 4310.391602
	Iteration 0F: 3 clusters Score -437243.9 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -438504.687500 Penalty: 4310.391602
	Iteration 1F: 3 clusters Score -438504.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -438706.968750 Penalty: 4310.391602
	Iteration 2F: 3 clusters Score -438707 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -438829.750000 Penalty: 4310.391602
	Iteration 3Q: 3 clusters Score -438829.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -438934.968750 Penalty: 4310.391602
	Iteration 4Q: 3 clusters Score -438935 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -439030.343750 Penalty: 4310.391602
	Iteration 5Q: 3 clusters Score -439030.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -439146.437500 Penalty: 4310.391602
	Iteration 6Q: 3 clusters Score -439146.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -439288.062500 Penalty: 4310.391602
	Iteration 7Q: 3 clusters Score -439288.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -439407.937500 Penalty: 4310.391602
	Iteration 8Q: 3 clusters Score -439407.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -439542.375000 Penalty: 4310.391602
	Iteration 9Q: 3 clusters Score -439542.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -439721.531250 Penalty: 4310.391602
	Iteration 10Q: 3 clusters Score -439721.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -439867.531250 Penalty: 4310.391602
	Iteration 11Q: 3 clusters Score -439867.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -439998.375000 Penalty: 4310.391602
	Iteration 12Q: 3 clusters Score -439998.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -440130.375000 Penalty: 4310.391602
	Iteration 13Q: 3 clusters Score -440130.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -440255.687500 Penalty: 4310.391602
	Iteration 14Q: 3 clusters Score -440255.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -440357.031250 Penalty: 4310.391602
	Iteration 15Q: 3 clusters Score -440357 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -440423.750000 Penalty: 4310.391602
	Iteration 16Q: 3 clusters Score -440423.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -440469.531250 Penalty: 4310.391602
	Iteration 17Q: 3 clusters Score -440469.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -440502.593750 Penalty: 4310.391602
	Iteration 18Q: 3 clusters Score -440502.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -440522.500000 Penalty: 4310.391602
	Iteration 19Q: 3 clusters Score -440522.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -440535.281250 Penalty: 4310.391602
	Iteration 20F: 3 clusters Score -440535.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -440544.406250 Penalty: 4310.391602
	Iteration 21Q: 3 clusters Score -440544.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -440550.187500 Penalty: 4310.391602
	Iteration 22Q: 3 clusters Score -440550.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -440557.156250 Penalty: 4310.391602
	Iteration 23Q: 3 clusters Score -440557.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -440564.437500 Penalty: 4310.391602
	Iteration 24Q: 3 clusters Score -440564.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -440569.375000 Penalty: 4310.391602
	Iteration 25Q: 3 clusters Score -440569.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -440572.281250 Penalty: 4310.391602
	Iteration 26Q: 3 clusters Score -440572.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -440573.593750 Penalty: 4310.391602
	Iteration 27Q: 3 clusters Score -440573.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -440574.812500 Penalty: 4310.391602
	Iteration 28Q: 3 clusters Score -440574.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -440576.625000 Penalty: 4310.391602
	Iteration 29Q: 3 clusters Score -440576.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -440577.500000 Penalty: 4310.391602
	Iteration 30Q: 3 clusters Score -440577.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -440577.500000 Penalty: 4310.391602
	Iteration 31F: 3 clusters Score -440577.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Entering Unmasked Estep 
Score: -239751.593750 Penalty: 2062.745361
	Iteration 0F: 2 clusters Score -239751.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -235927.515625 Penalty: 4125.490723
	Iteration 0F: 3 clusters Score -235927.5 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -237220.312500 Penalty: 4125.490723
	Iteration 1F: 3 clusters Score -237220.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -237641.406250 Penalty: 4125.490723
	Iteration 2F: 3 clusters Score -237641.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -237979.250000 Penalty: 4125.490723
	Iteration 3F: 3 clusters Score -237979.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -238244.906250 Penalty: 4125.490723
	Iteration 4F: 3 clusters Score -238244.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -238494.890625 Penalty: 4125.490723
	Iteration 5F: 3 clusters Score -238494.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -238767.421875 Penalty: 4125.490723
	Iteration 6Q: 3 clusters Score -238767.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -239097.265625 Penalty: 4125.490723
	Iteration 7Q: 3 clusters Score -239097.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -239418.921875 Penalty: 4125.490723
	Iteration 8Q: 3 clusters Score -239418.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -239624.421875 Penalty: 4125.490723
	Iteration 9Q: 3 clusters Score -239624.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -239737.968750 Penalty: 4125.490723
	Iteration 10Q: 3 clusters Score -239738 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -239815.265625 Penalty: 4125.490723
	Iteration 11Q: 3 clusters Score -239815.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -239881.781250 Penalty: 4125.490723
	Iteration 12Q: 3 clusters Score -239881.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -239932.562500 Penalty: 4125.490723
	Iteration 13Q: 3 clusters Score -239932.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -240000.203125 Penalty: 4125.490723
	Iteration 14Q: 3 clusters Score -240000.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -240094.625000 Penalty: 4125.490723
	Iteration 15Q: 3 clusters Score -240094.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -240164.218750 Penalty: 4125.490723
	Iteration 16Q: 3 clusters Score -240164.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -240206.609375 Penalty: 4125.490723
	Iteration 17Q: 3 clusters Score -240206.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -240230.656250 Penalty: 4125.490723
	Iteration 18Q: 3 clusters Score -240230.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -240243.765625 Penalty: 4125.490723
	Iteration 19Q: 3 clusters Score -240243.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -240250.968750 Penalty: 4125.490723
	Iteration 20F: 3 clusters Score -240251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -240253.843750 Penalty: 4125.490723
	Iteration 21Q: 3 clusters Score -240253.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -240255.750000 Penalty: 4125.490723
	Iteration 22Q: 3 clusters Score -240255.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -240255.859375 Penalty: 4125.490723
	Iteration 23Q: 3 clusters Score -240255.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -240256.437500 Penalty: 4125.490723
	Iteration 24Q: 3 clusters Score -240256.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -240256.765625 Penalty: 4125.490723
	Iteration 25Q: 3 clusters Score -240256.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -240257.187500 Penalty: 4125.490723
	Iteration 26Q: 3 clusters Score -240257.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -240257.187500 Penalty: 4125.490723
	Iteration 27F: 3 clusters Score -240257.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253903 members 
Mstep: Class 2 contains 8347 members 
Mstep: Class 3 contains 4254 members 
Mstep: Class 4 contains 225971 members 
Mstep: Class 5 contains 92862 members 
Mstep: Class 6 contains 4039 members 
Mstep: Class 7 contains 30221 members 
Mstep: Class 8 contains 103933 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 120537 members 
Mstep: Class 11 contains 207388 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 3540 members 
Mstep: Class 14 contains 2521 members 
Mstep: Class 15 contains 43985 members 
Mstep: Class 16 contains 13586 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5021 members 
Mstep: Class 20 contains 2714 members 
Mstep: Class 21 contains 4491 members 
Mstep: Class 22 contains 17930 members 
Mstep: Class 23 contains 38234 members 
Mstep: Class 24 contains 10807 members 
Mstep: Class 25 contains 1899 members 
Mstep: Class 26 contains 4998 members 
Mstep: Class 27 contains 29934 members 
Mstep: Class 28 contains 8276 members 
Mstep: Class 29 contains 5945 members 
Mstep: Class 30 contains 2004 members 
Mstep: Class 31 contains 19049 members 
Mstep: Class 32 contains 5815 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7231 members 
Mstep: Class 35 contains 6785 members 
Mstep: Class 36 contains 1604 members 
Mstep: Class 37 contains 5851 members 
Mstep: Class 38 contains 21788 members 
Mstep: Class 39 contains 1001 members 
Mstep: Class 40 contains 13224 members 
Mstep: Class 41 contains 66143 members 
Mstep: Class 42 contains 1542 members 
Mstep: Class 43 contains 6266 members 
Mstep: Class 44 contains 2091 members 
Entering Unmasked Estep 
Score: -102261696.000000 Penalty: 154550.578125
Splitting cluster 30 changes total score from -102261704.000000 to -102261696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (19049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Entering Unmasked Estep 
Score: -1371455.875000 Penalty: 2443.982910
	Iteration 0F: 2 clusters Score -1371456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1357980.875000 Penalty: 4887.965820
	Iteration 0F: 3 clusters Score -1357981 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1362742.500000 Penalty: 4887.965820
	Iteration 1F: 3 clusters Score -1362742 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1363533.000000 Penalty: 4887.965820
	Iteration 2F: 3 clusters Score -1363533 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1364398.250000 Penalty: 4887.965820
	Iteration 3F: 3 clusters Score -1364398 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1365348.375000 Penalty: 4887.965820
	Iteration 4F: 3 clusters Score -1365348 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1366307.625000 Penalty: 4887.965820
	Iteration 5F: 3 clusters Score -1366308 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1367152.250000 Penalty: 4887.965820
	Iteration 6F: 3 clusters Score -1367152 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1367845.750000 Penalty: 4887.965820
	Iteration 7F: 3 clusters Score -1367846 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1368369.750000 Penalty: 4887.965820
	Iteration 8Q: 3 clusters Score -1368370 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1368752.375000 Penalty: 4887.965820
	Iteration 9Q: 3 clusters Score -1368752 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1369036.250000 Penalty: 4887.965820
	Iteration 10Q: 3 clusters Score -1369036 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1369270.250000 Penalty: 4887.965820
	Iteration 11Q: 3 clusters Score -1369270 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1369446.375000 Penalty: 4887.965820
	Iteration 12Q: 3 clusters Score -1369446 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1369615.375000 Penalty: 4887.965820
	Iteration 13Q: 3 clusters Score -1369615 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1369764.625000 Penalty: 4887.965820
	Iteration 14Q: 3 clusters Score -1369765 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1369873.750000 Penalty: 4887.965820
	Iteration 15Q: 3 clusters Score -1369874 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1369971.250000 Penalty: 4887.965820
	Iteration 16Q: 3 clusters Score -1369971 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1370031.750000 Penalty: 4887.965820
	Iteration 17Q: 3 clusters Score -1370032 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1370082.250000 Penalty: 4887.965820
	Iteration 18Q: 3 clusters Score -1370082 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1370111.875000 Penalty: 4887.965820
	Iteration 19Q: 3 clusters Score -1370112 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1370124.875000 Penalty: 4887.965820
	Iteration 20F: 3 clusters Score -1370125 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1370130.250000 Penalty: 4887.965820
	Iteration 21Q: 3 clusters Score -1370130 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1370137.875000 Penalty: 4887.965820
	Iteration 22Q: 3 clusters Score -1370138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1370144.250000 Penalty: 4887.965820
	Iteration 23Q: 3 clusters Score -1370144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1370147.250000 Penalty: 4887.965820
	Iteration 24Q: 3 clusters Score -1370147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1370149.250000 Penalty: 4887.965820
	Iteration 25Q: 3 clusters Score -1370149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1370150.500000 Penalty: 4887.965820
	Iteration 26Q: 3 clusters Score -1370150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1370151.875000 Penalty: 4887.965820
	Iteration 27Q: 3 clusters Score -1370152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1370154.500000 Penalty: 4887.965820
	Iteration 28Q: 3 clusters Score -1370154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1370158.500000 Penalty: 4887.965820
	Iteration 29Q: 3 clusters Score -1370158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1370157.500000 Penalty: 4887.965820
	Iteration 30Q: 3 clusters Score -1370158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1370156.875000 Penalty: 4887.965820
	Iteration 31Q: 3 clusters Score -1370157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1370156.000000 Penalty: 4887.965820
	Iteration 32Q: 3 clusters Score -1370156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1370156.500000 Penalty: 4887.965820
	Iteration 33Q: 3 clusters Score -1370156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1370161.000000 Penalty: 4887.965820
	Iteration 34Q: 3 clusters Score -1370161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1370160.625000 Penalty: 4887.965820
	Iteration 35Q: 3 clusters Score -1370161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1370161.250000 Penalty: 4887.965820
	Iteration 36Q: 3 clusters Score -1370161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1370159.250000 Penalty: 4887.965820
	Iteration 37Q: 3 clusters Score -1370159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1370161.250000 Penalty: 4887.965820
	Iteration 38Q: 3 clusters Score -1370161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1370160.250000 Penalty: 4887.965820
	Iteration 39Q: 3 clusters Score -1370160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1370160.750000 Penalty: 4887.965820
	Iteration 40F: 3 clusters Score -1370161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -385892.093750 Penalty: 2149.712646
	Iteration 0F: 2 clusters Score -385892.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -380874.156250 Penalty: 4299.425293
	Iteration 0F: 3 clusters Score -380874.2 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -382287.156250 Penalty: 4299.425293
	Iteration 1F: 3 clusters Score -382287.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -382817.843750 Penalty: 4299.425293
	Iteration 2F: 3 clusters Score -382817.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -383352.000000 Penalty: 4299.425293
	Iteration 3F: 3 clusters Score -383352 nChanged 434
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: -383949.656250 Penalty: 4299.425293
	Iteration 4F: 3 clusters Score -383949.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -384482.250000 Penalty: 4299.425293
	Iteration 5F: 3 clusters Score -384482.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -384907.343750 Penalty: 4299.425293
	Iteration 6F: 3 clusters Score -384907.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -385285.000000 Penalty: 4299.425293
	Iteration 7F: 3 clusters Score -385285 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -385531.968750 Penalty: 4299.425293
	Iteration 8Q: 3 clusters Score -385532 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -385699.750000 Penalty: 4299.425293
	Iteration 9Q: 3 clusters Score -385699.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -385797.687500 Penalty: 4299.425293
	Iteration 10Q: 3 clusters Score -385797.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -385856.750000 Penalty: 4299.425293
	Iteration 11Q: 3 clusters Score -385856.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -385893.531250 Penalty: 4299.425293
	Iteration 12Q: 3 clusters Score -385893.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -385910.343750 Penalty: 4299.425293
	Iteration 13Q: 3 clusters Score -385910.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -385920.500000 Penalty: 4299.425293
	Iteration 14Q: 3 clusters Score -385920.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -385932.125000 Penalty: 4299.425293
	Iteration 15Q: 3 clusters Score -385932.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -385941.718750 Penalty: 4299.425293
	Iteration 16Q: 3 clusters Score -385941.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -385946.843750 Penalty: 4299.425293
	Iteration 17Q: 3 clusters Score -385946.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -385948.531250 Penalty: 4299.425293
	Iteration 18Q: 3 clusters Score -385948.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -385950.062500 Penalty: 4299.425293
	Iteration 19Q: 3 clusters Score -385950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -385951.125000 Penalty: 4299.425293
	Iteration 20F: 3 clusters Score -385951.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -385952.187500 Penalty: 4299.425293
	Iteration 21Q: 3 clusters Score -385952.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -385952.343750 Penalty: 4299.425293
	Iteration 22Q: 3 clusters Score -385952.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -385952.343750 Penalty: 4299.425293
	Iteration 23Q: 3 clusters Score -385952.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -385952.343750 Penalty: 4299.425293
	Iteration 24F: 3 clusters Score -385952.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253903 members 
Mstep: Class 2 contains 8347 members 
Mstep: Class 3 contains 4254 members 
Mstep: Class 4 contains 225971 members 
Mstep: Class 5 contains 92862 members 
Mstep: Class 6 contains 4039 members 
Mstep: Class 7 contains 30221 members 
Mstep: Class 8 contains 103933 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 120537 members 
Mstep: Class 11 contains 207388 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 3540 members 
Mstep: Class 14 contains 2521 members 
Mstep: Class 15 contains 43985 members 
Mstep: Class 16 contains 13586 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5021 members 
Mstep: Class 20 contains 2714 members 
Mstep: Class 21 contains 4491 members 
Mstep: Class 22 contains 17930 members 
Mstep: Class 23 contains 38234 members 
Mstep: Class 24 contains 10807 members 
Mstep: Class 25 contains 1899 members 
Mstep: Class 26 contains 4998 members 
Mstep: Class 27 contains 29934 members 
Mstep: Class 28 contains 8276 members 
Mstep: Class 29 contains 5945 members 
Mstep: Class 30 contains 4095 members 
Mstep: Class 31 contains 19049 members 
Mstep: Class 32 contains 3073 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7231 members 
Mstep: Class 35 contains 6785 members 
Mstep: Class 36 contains 1604 members 
Mstep: Class 37 contains 5851 members 
Mstep: Class 38 contains 21788 members 
Mstep: Class 39 contains 1001 members 
Mstep: Class 40 contains 13224 members 
Mstep: Class 41 contains 66143 members 
Mstep: Class 42 contains 1542 members 
Mstep: Class 43 contains 6266 members 
Mstep: Class 44 contains 2742 members 
Entering Unmasked Estep 
Score: -102261344.000000 Penalty: 154550.578125
Splitting cluster 32 changes total score from -102261704.000000 to -102261344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (1552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Entering Unmasked Estep 
Score: -113829.750000 Penalty: 1822.130249
	Iteration 0F: 2 clusters Score -113829.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -111501.031250 Penalty: 3644.260498
	Iteration 0F: 3 clusters Score -111501 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -111884.554688 Penalty: 3644.260498
	Iteration 1F: 3 clusters Score -111884.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -111997.976562 Penalty: 3644.260498
	Iteration 2F: 3 clusters Score -111998 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -112043.296875 Penalty: 3644.260498
	Iteration 3Q: 3 clusters Score -112043.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -112077.671875 Penalty: 3644.260498
	Iteration 4Q: 3 clusters Score -112077.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -112092.289062 Penalty: 3644.260498
	Iteration 5Q: 3 clusters Score -112092.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -112104.367188 Penalty: 3644.260498
	Iteration 6Q: 3 clusters Score -112104.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -112112.921875 Penalty: 3644.260498
	Iteration 7Q: 3 clusters Score -112112.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -112120.242188 Penalty: 3644.260498
	Iteration 8Q: 3 clusters Score -112120.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -112129.867188 Penalty: 3644.260498
	Iteration 9Q: 3 clusters Score -112129.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -112135.570312 Penalty: 3644.260498
	Iteration 10Q: 3 clusters Score -112135.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -112137.156250 Penalty: 3644.260498
	Iteration 11Q: 3 clusters Score -112137.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -112138.812500 Penalty: 3644.260498
	Iteration 12Q: 3 clusters Score -112138.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -112140.429688 Penalty: 3644.260498
	Iteration 13Q: 3 clusters Score -112140.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -112140.429688 Penalty: 3644.260498
	Iteration 14F: 3 clusters Score -112140.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -500114.625000 Penalty: 2203.760742
	Iteration 0F: 2 clusters Score -500114.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -494215.781250 Penalty: 4407.521484
	Iteration 0F: 3 clusters Score -494215.8 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -495766.031250 Penalty: 4407.521484
	Iteration 1F: 3 clusters Score -495766 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -496069.625000 Penalty: 4407.521484
	Iteration 2F: 3 clusters Score -496069.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -496295.875000 Penalty: 4407.521484
	Iteration 3F: 3 clusters Score -496295.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -496483.656250 Penalty: 4407.521484
	Iteration 4Q: 3 clusters Score -496483.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -496642.000000 Penalty: 4407.521484
	Iteration 5Q: 3 clusters Score -496642 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -496791.781250 Penalty: 4407.521484
	Iteration 6Q: 3 clusters Score -496791.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -496966.156250 Penalty: 4407.521484
	Iteration 7Q: 3 clusters Score -496966.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -497146.031250 Penalty: 4407.521484
	Iteration 8Q: 3 clusters Score -497146 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -497356.093750 Penalty: 4407.521484
	Iteration 9Q: 3 clusters Score -497356.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -497545.343750 Penalty: 4407.521484
	Iteration 10Q: 3 clusters Score -497545.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -497728.062500 Penalty: 4407.521484
	Iteration 11Q: 3 clusters Score -497728.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -497930.968750 Penalty: 4407.521484
	Iteration 12Q: 3 clusters Score -497931 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -498078.250000 Penalty: 4407.521484
	Iteration 13Q: 3 clusters Score -498078.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -498216.093750 Penalty: 4407.521484
	Iteration 14Q: 3 clusters Score -498216.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -498327.218750 Penalty: 4407.521484
	Iteration 15Q: 3 clusters Score -498327.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -498419.375000 Penalty: 4407.521484
	Iteration 16Q: 3 clusters Score -498419.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -498466.375000 Penalty: 4407.521484
	Iteration 17Q: 3 clusters Score -498466.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -498493.250000 Penalty: 4407.521484
	Iteration 18Q: 3 clusters Score -498493.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -498517.562500 Penalty: 4407.521484
	Iteration 19Q: 3 clusters Score -498517.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -498537.656250 Penalty: 4407.521484
	Iteration 20F: 3 clusters Score -498537.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -498554.343750 Penalty: 4407.521484
	Iteration 21Q: 3 clusters Score -498554.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -498568.968750 Penalty: 4407.521484
	Iteration 22Q: 3 clusters Score -498569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -498576.468750 Penalty: 4407.521484
	Iteration 23Q: 3 clusters Score -498576.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -498581.625000 Penalty: 4407.521484
	Iteration 24Q: 3 clusters Score -498581.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -498587.781250 Penalty: 4407.521484
	Iteration 25Q: 3 clusters Score -498587.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -498590.593750 Penalty: 4407.521484
	Iteration 26Q: 3 clusters Score -498590.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -498593.250000 Penalty: 4407.521484
	Iteration 27Q: 3 clusters Score -498593.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -498597.468750 Penalty: 4407.521484
	Iteration 28Q: 3 clusters Score -498597.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -498600.218750 Penalty: 4407.521484
	Iteration 29Q: 3 clusters Score -498600.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -498601.406250 Penalty: 4407.521484
	Iteration 30Q: 3 clusters Score -498601.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -498604.031250 Penalty: 4407.521484
	Iteration 31Q: 3 clusters Score -498604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -498607.375000 Penalty: 4407.521484
	Iteration 32Q: 3 clusters Score -498607.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -498608.718750 Penalty: 4407.521484
	Iteration 33Q: 3 clusters Score -498608.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -498613.062500 Penalty: 4407.521484
	Iteration 34Q: 3 clusters Score -498613.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -498613.937500 Penalty: 4407.521484
	Iteration 35Q: 3 clusters Score -498613.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -498613.781250 Penalty: 4407.521484
	Iteration 36Q: 3 clusters Score -498613.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -498615.656250 Penalty: 4407.521484
	Iteration 37Q: 3 clusters Score -498615.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -498616.093750 Penalty: 4407.521484
	Iteration 38Q: 3 clusters Score -498616.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -498617.656250 Penalty: 4407.521484
	Iteration 39Q: 3 clusters Score -498617.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -498619.906250 Penalty: 4407.521484
	Iteration 40F: 3 clusters Score -498619.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -498623.125000 Penalty: 4407.521484
	Iteration 41Q: 3 clusters Score -498623.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -498625.250000 Penalty: 4407.521484
	Iteration 42Q: 3 clusters Score -498625.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -498626.437500 Penalty: 4407.521484
	Iteration 43Q: 3 clusters Score -498626.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -498627.500000 Penalty: 4407.521484
	Iteration 44Q: 3 clusters Score -498627.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -498628.125000 Penalty: 4407.521484
	Iteration 45Q: 3 clusters Score -498628.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -498629.187500 Penalty: 4407.521484
	Iteration 46Q: 3 clusters Score -498629.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -498629.343750 Penalty: 4407.521484
	Iteration 47Q: 3 clusters Score -498629.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -498629.343750 Penalty: 4407.521484
	Iteration 48F: 3 clusters Score -498629.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Entering Unmasked Estep 
Score: -467243.625000 Penalty: 2187.972412
	Iteration 0F: 2 clusters Score -467243.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -461672.781250 Penalty: 4375.944824
	Iteration 0F: 3 clusters Score -461672.8 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -463728.562500 Penalty: 4375.944824
	Iteration 1F: 3 clusters Score -463728.6 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -464395.000000 Penalty: 4375.944824
	Iteration 2F: 3 clusters Score -464395 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -464957.937500 Penalty: 4375.944824
	Iteration 3F: 3 clusters Score -464957.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -465688.000000 Penalty: 4375.944824
	Iteration 4F: 3 clusters Score -465688 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -466176.031250 Penalty: 4375.944824
	Iteration 5F: 3 clusters Score -466176 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -466519.843750 Penalty: 4375.944824
	Iteration 6Q: 3 clusters Score -466519.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -466901.000000 Penalty: 4375.944824
	Iteration 7Q: 3 clusters Score -466901 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -467512.812500 Penalty: 4375.944824
	Iteration 8Q: 3 clusters Score -467512.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -468556.843750 Penalty: 4375.944824
	Iteration 9F: 3 clusters Score -468556.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -469963.781250 Penalty: 4375.944824
	Iteration 10F: 3 clusters Score -469963.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -471366.187500 Penalty: 4375.944824
	Iteration 11F: 3 clusters Score -471366.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -472761.187500 Penalty: 4375.944824
	Iteration 12Q: 3 clusters Score -472761.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -473028.593750 Penalty: 4375.944824
	Iteration 13Q: 3 clusters Score -473028.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -473038.156250 Penalty: 4375.944824
	Iteration 14Q: 3 clusters Score -473038.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -473038.875000 Penalty: 4375.944824
	Iteration 15Q: 3 clusters Score -473038.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -473038.937500 Penalty: 4375.944824
	Iteration 16Q: 3 clusters Score -473038.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -473039.593750 Penalty: 4375.944824
	Iteration 17Q: 3 clusters Score -473039.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -473039.593750 Penalty: 4375.944824
	Iteration 18F: 3 clusters Score -473039.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253903 members 
Mstep: Class 2 contains 8347 members 
Mstep: Class 3 contains 4254 members 
Mstep: Class 4 contains 225971 members 
Mstep: Class 5 contains 92862 members 
Mstep: Class 6 contains 4039 members 
Mstep: Class 7 contains 30221 members 
Mstep: Class 8 contains 103933 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 120537 members 
Mstep: Class 11 contains 207388 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 3540 members 
Mstep: Class 14 contains 2521 members 
Mstep: Class 15 contains 43985 members 
Mstep: Class 16 contains 13586 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5021 members 
Mstep: Class 20 contains 2714 members 
Mstep: Class 21 contains 4491 members 
Mstep: Class 22 contains 17930 members 
Mstep: Class 23 contains 38234 members 
Mstep: Class 24 contains 10807 members 
Mstep: Class 25 contains 1899 members 
Mstep: Class 26 contains 4998 members 
Mstep: Class 27 contains 29934 members 
Mstep: Class 28 contains 8276 members 
Mstep: Class 29 contains 5945 members 
Mstep: Class 30 contains 4095 members 
Mstep: Class 31 contains 19049 members 
Mstep: Class 32 contains 5815 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7231 members 
Mstep: Class 35 contains 3314 members 
Mstep: Class 36 contains 1604 members 
Mstep: Class 37 contains 5851 members 
Mstep: Class 38 contains 21788 members 
Mstep: Class 39 contains 1001 members 
Mstep: Class 40 contains 13224 members 
Mstep: Class 41 contains 66143 members 
Mstep: Class 42 contains 1542 members 
Mstep: Class 43 contains 6266 members 
Mstep: Class 44 contains 3471 members 
Entering Unmasked Estep 
Score: -102267168.000000 Penalty: 154550.578125
Splitting cluster 35 changes total score from -102261704.000000 to -102267168.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 36 (1604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Entering Unmasked Estep 
Score: -110622.078125 Penalty: 1830.303467
	Iteration 0F: 2 clusters Score -110622.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -108280.968750 Penalty: 3660.606934
	Iteration 0F: 3 clusters Score -108281 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -108791.109375 Penalty: 3660.606934
	Iteration 1F: 3 clusters Score -108791.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -109102.828125 Penalty: 3660.606934
	Iteration 2F: 3 clusters Score -109102.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -109230.828125 Penalty: 3660.606934
	Iteration 3F: 3 clusters Score -109230.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -109306.984375 Penalty: 3660.606934
	Iteration 4Q: 3 clusters Score -109307 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -109361.554688 Penalty: 3660.606934
	Iteration 5Q: 3 clusters Score -109361.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -109411.625000 Penalty: 3660.606934
	Iteration 6Q: 3 clusters Score -109411.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -109459.640625 Penalty: 3660.606934
	Iteration 7Q: 3 clusters Score -109459.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -109509.492188 Penalty: 3660.606934
	Iteration 8Q: 3 clusters Score -109509.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -109550.062500 Penalty: 3660.606934
	Iteration 9Q: 3 clusters Score -109550.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -109575.398438 Penalty: 3660.606934
	Iteration 10Q: 3 clusters Score -109575.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -109608.539062 Penalty: 3660.606934
	Iteration 11Q: 3 clusters Score -109608.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -109652.359375 Penalty: 3660.606934
	Iteration 12Q: 3 clusters Score -109652.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -109716.539062 Penalty: 3660.606934
	Iteration 13Q: 3 clusters Score -109716.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -109820.226562 Penalty: 3660.606934
	Iteration 14Q: 3 clusters Score -109820.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -109927.648438 Penalty: 3660.606934
	Iteration 15Q: 3 clusters Score -109927.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -110023.992188 Penalty: 3660.606934
	Iteration 16Q: 3 clusters Score -110024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -110094.156250 Penalty: 3660.606934
	Iteration 17Q: 3 clusters Score -110094.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -110152.000000 Penalty: 3660.606934
	Iteration 18Q: 3 clusters Score -110152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -110188.304688 Penalty: 3660.606934
	Iteration 19Q: 3 clusters Score -110188.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -110226.343750 Penalty: 3660.606934
	Iteration 20F: 3 clusters Score -110226.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -110260.046875 Penalty: 3660.606934
	Iteration 21Q: 3 clusters Score -110260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -110293.937500 Penalty: 3660.606934
	Iteration 22Q: 3 clusters Score -110293.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -110315.937500 Penalty: 3660.606934
	Iteration 23Q: 3 clusters Score -110315.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -110334.601562 Penalty: 3660.606934
	Iteration 24Q: 3 clusters Score -110334.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -110343.164062 Penalty: 3660.606934
	Iteration 25Q: 3 clusters Score -110343.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -110347.835938 Penalty: 3660.606934
	Iteration 26Q: 3 clusters Score -110347.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -110355.679688 Penalty: 3660.606934
	Iteration 27Q: 3 clusters Score -110355.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -110359.671875 Penalty: 3660.606934
	Iteration 28Q: 3 clusters Score -110359.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -110362.671875 Penalty: 3660.606934
	Iteration 29Q: 3 clusters Score -110362.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -110362.671875 Penalty: 3660.606934
	Iteration 30F: 3 clusters Score -110362.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Entering Unmasked Estep 
Score: -409024.968750 Penalty: 2151.243164
	Iteration 0F: 2 clusters Score -409025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -403987.875000 Penalty: 4302.486328
	Iteration 0F: 3 clusters Score -403987.9 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -405378.156250 Penalty: 4302.486328
	Iteration 1F: 3 clusters Score -405378.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -405869.625000 Penalty: 4302.486328
	Iteration 2F: 3 clusters Score -405869.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -406624.968750 Penalty: 4302.486328
	Iteration 3F: 3 clusters Score -406625 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -407693.781250 Penalty: 4302.486328
	Iteration 4F: 3 clusters Score -407693.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -408476.218750 Penalty: 4302.486328
	Iteration 5F: 3 clusters Score -408476.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -408808.968750 Penalty: 4302.486328
	Iteration 6F: 3 clusters Score -408809 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -408954.906250 Penalty: 4302.486328
	Iteration 7Q: 3 clusters Score -408954.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -409039.093750 Penalty: 4302.486328
	Iteration 8Q: 3 clusters Score -409039.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -409099.750000 Penalty: 4302.486328
	Iteration 9Q: 3 clusters Score -409099.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -409150.906250 Penalty: 4302.486328
	Iteration 10Q: 3 clusters Score -409150.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -409180.937500 Penalty: 4302.486328
	Iteration 11Q: 3 clusters Score -409180.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -409210.218750 Penalty: 4302.486328
	Iteration 12Q: 3 clusters Score -409210.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -409250.718750 Penalty: 4302.486328
	Iteration 13Q: 3 clusters Score -409250.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -409320.718750 Penalty: 4302.486328
	Iteration 14Q: 3 clusters Score -409320.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -409391.968750 Penalty: 4302.486328
	Iteration 15Q: 3 clusters Score -409392 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -409426.031250 Penalty: 4302.486328
	Iteration 16Q: 3 clusters Score -409426 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -409449.156250 Penalty: 4302.486328
	Iteration 17Q: 3 clusters Score -409449.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -409463.593750 Penalty: 4302.486328
	Iteration 18Q: 3 clusters Score -409463.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -409472.000000 Penalty: 4302.486328
	Iteration 19Q: 3 clusters Score -409472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -409475.062500 Penalty: 4302.486328
	Iteration 20F: 3 clusters Score -409475.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -409479.968750 Penalty: 4302.486328
	Iteration 21Q: 3 clusters Score -409480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -409484.625000 Penalty: 4302.486328
	Iteration 22Q: 3 clusters Score -409484.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -409488.000000 Penalty: 4302.486328
	Iteration 23Q: 3 clusters Score -409488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -409492.031250 Penalty: 4302.486328
	Iteration 24Q: 3 clusters Score -409492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -409496.093750 Penalty: 4302.486328
	Iteration 25Q: 3 clusters Score -409496.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -409497.937500 Penalty: 4302.486328
	Iteration 26Q: 3 clusters Score -409497.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -409500.562500 Penalty: 4302.486328
	Iteration 27Q: 3 clusters Score -409500.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -409503.625000 Penalty: 4302.486328
	Iteration 28Q: 3 clusters Score -409503.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -409504.687500 Penalty: 4302.486328
	Iteration 29Q: 3 clusters Score -409504.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -409507.937500 Penalty: 4302.486328
	Iteration 30Q: 3 clusters Score -409507.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -409509.187500 Penalty: 4302.486328
	Iteration 31Q: 3 clusters Score -409509.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -409511.125000 Penalty: 4302.486328
	Iteration 32Q: 3 clusters Score -409511.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -409514.187500 Penalty: 4302.486328
	Iteration 33Q: 3 clusters Score -409514.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -409517.000000 Penalty: 4302.486328
	Iteration 34Q: 3 clusters Score -409517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -409519.687500 Penalty: 4302.486328
	Iteration 35Q: 3 clusters Score -409519.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -409520.687500 Penalty: 4302.486328
	Iteration 36Q: 3 clusters Score -409520.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -409521.781250 Penalty: 4302.486328
	Iteration 37Q: 3 clusters Score -409521.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -409522.312500 Penalty: 4302.486328
	Iteration 38Q: 3 clusters Score -409522.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -409523.375000 Penalty: 4302.486328
	Iteration 39Q: 3 clusters Score -409523.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -409522.968750 Penalty: 4302.486328
	Iteration 40F: 3 clusters Score -409523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -409525.843750 Penalty: 4302.486328
	Iteration 41Q: 3 clusters Score -409525.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -409525.562500 Penalty: 4302.486328
	Iteration 42Q: 3 clusters Score -409525.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -409527.750000 Penalty: 4302.486328
	Iteration 43Q: 3 clusters Score -409527.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -409530.406250 Penalty: 4302.486328
	Iteration 44Q: 3 clusters Score -409530.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -409531.062500 Penalty: 4302.486328
	Iteration 45Q: 3 clusters Score -409531.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -409530.531250 Penalty: 4302.486328
	Iteration 46Q: 3 clusters Score -409530.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -409530.375000 Penalty: 4302.486328
	Iteration 47Q: 3 clusters Score -409530.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -409530.375000 Penalty: 4302.486328
	Iteration 48F: 3 clusters Score -409530.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253903 members 
Mstep: Class 2 contains 8347 members 
Mstep: Class 3 contains 4254 members 
Mstep: Class 4 contains 225971 members 
Mstep: Class 5 contains 92862 members 
Mstep: Class 6 contains 4039 members 
Mstep: Class 7 contains 30221 members 
Mstep: Class 8 contains 103933 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 120537 members 
Mstep: Class 11 contains 207388 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 3540 members 
Mstep: Class 14 contains 2521 members 
Mstep: Class 15 contains 43985 members 
Mstep: Class 16 contains 13586 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5021 members 
Mstep: Class 20 contains 2714 members 
Mstep: Class 21 contains 4491 members 
Mstep: Class 22 contains 17930 members 
Mstep: Class 23 contains 38234 members 
Mstep: Class 24 contains 10807 members 
Mstep: Class 25 contains 1899 members 
Mstep: Class 26 contains 4998 members 
Mstep: Class 27 contains 29934 members 
Mstep: Class 28 contains 8276 members 
Mstep: Class 29 contains 5945 members 
Mstep: Class 30 contains 4095 members 
Mstep: Class 31 contains 19049 members 
Mstep: Class 32 contains 5815 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7231 members 
Mstep: Class 35 contains 3314 members 
Mstep: Class 36 contains 1604 members 
Mstep: Class 37 contains 2065 members 
Mstep: Class 38 contains 21788 members 
Mstep: Class 39 contains 1001 members 
Mstep: Class 40 contains 13224 members 
Mstep: Class 41 contains 66143 members 
Mstep: Class 42 contains 1542 members 
Mstep: Class 43 contains 6266 members 
Mstep: Class 44 contains 3471 members 
Mstep: Class 45 contains 3786 members 
Entering Unmasked Estep 
Score: -102266328.000000 Penalty: 158063.093750
Splitting cluster 37 changes total score from -102261704.000000 to -102266328.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 38 (21788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Entering Unmasked Estep 
Score: -1617343.500000 Penalty: 2477.300537
	Iteration 0F: 2 clusters Score -1617344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1602115.250000 Penalty: 4954.601074
	Iteration 0F: 3 clusters Score -1602115 nChanged 9683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1607344.500000 Penalty: 4954.601074
	Iteration 1F: 3 clusters Score -1607344 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1607819.750000 Penalty: 4954.601074
	Iteration 2F: 3 clusters Score -1607820 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1608282.000000 Penalty: 4954.601074
	Iteration 3Q: 3 clusters Score -1608282 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1608721.250000 Penalty: 4954.601074
	Iteration 4Q: 3 clusters Score -1608721 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1609130.250000 Penalty: 4954.601074
	Iteration 5Q: 3 clusters Score -1609130 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1609548.875000 Penalty: 4954.601074
	Iteration 6Q: 3 clusters Score -1609549 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1610004.000000 Penalty: 4954.601074
	Iteration 7Q: 3 clusters Score -1610004 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1610444.750000 Penalty: 4954.601074
	Iteration 8Q: 3 clusters Score -1610445 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1610805.625000 Penalty: 4954.601074
	Iteration 9Q: 3 clusters Score -1610806 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1611155.000000 Penalty: 4954.601074
	Iteration 10Q: 3 clusters Score -1611155 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1611429.000000 Penalty: 4954.601074
	Iteration 11Q: 3 clusters Score -1611429 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1611656.750000 Penalty: 4954.601074
	Iteration 12Q: 3 clusters Score -1611657 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1611821.125000 Penalty: 4954.601074
	Iteration 13Q: 3 clusters Score -1611821 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1611990.000000 Penalty: 4954.601074
	Iteration 14Q: 3 clusters Score -1611990 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1612164.250000 Penalty: 4954.601074
	Iteration 15Q: 3 clusters Score -1612164 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1612382.250000 Penalty: 4954.601074
	Iteration 16Q: 3 clusters Score -1612382 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1612642.250000 Penalty: 4954.601074
	Iteration 17Q: 3 clusters Score -1612642 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1612967.000000 Penalty: 4954.601074
	Iteration 18Q: 3 clusters Score -1612967 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1613308.875000 Penalty: 4954.601074
	Iteration 19Q: 3 clusters Score -1613309 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1613696.000000 Penalty: 4954.601074
	Iteration 20F: 3 clusters Score -1613696 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1614137.250000 Penalty: 4954.601074
	Iteration 21Q: 3 clusters Score -1614137 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1614768.000000 Penalty: 4954.601074
	Iteration 22Q: 3 clusters Score -1614768 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1615607.500000 Penalty: 4954.601074
	Iteration 23Q: 3 clusters Score -1615608 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1616675.375000 Penalty: 4954.601074
	Iteration 24Q: 3 clusters Score -1616675 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1617646.750000 Penalty: 4954.601074
	Iteration 25Q: 3 clusters Score -1617647 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1618219.250000 Penalty: 4954.601074
	Iteration 26Q: 3 clusters Score -1618219 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1618475.125000 Penalty: 4954.601074
	Iteration 27Q: 3 clusters Score -1618475 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1618539.875000 Penalty: 4954.601074
	Iteration 28Q: 3 clusters Score -1618540 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1618568.625000 Penalty: 4954.601074
	Iteration 29Q: 3 clusters Score -1618569 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1618578.375000 Penalty: 4954.601074
	Iteration 30Q: 3 clusters Score -1618578 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1618583.625000 Penalty: 4954.601074
	Iteration 31Q: 3 clusters Score -1618584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1618591.500000 Penalty: 4954.601074
	Iteration 32Q: 3 clusters Score -1618592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1618591.000000 Penalty: 4954.601074
	Iteration 33Q: 3 clusters Score -1618591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1618590.125000 Penalty: 4954.601074
	Iteration 34Q: 3 clusters Score -1618590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1618591.875000 Penalty: 4954.601074
	Iteration 35Q: 3 clusters Score -1618592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1618591.250000 Penalty: 4954.601074
	Iteration 36Q: 3 clusters Score -1618591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1618591.750000 Penalty: 4954.601074
	Iteration 37Q: 3 clusters Score -1618592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1618595.375000 Penalty: 4954.601074
	Iteration 38Q: 3 clusters Score -1618595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1618593.500000 Penalty: 4954.601074
	Iteration 39Q: 3 clusters Score -1618594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1618597.125000 Penalty: 4954.601074
	Iteration 40F: 3 clusters Score -1618597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1618596.375000 Penalty: 4954.601074
	Iteration 41Q: 3 clusters Score -1618596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1618593.625000 Penalty: 4954.601074
	Iteration 42Q: 3 clusters Score -1618594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1618593.625000 Penalty: 4954.601074
	Iteration 43Q: 3 clusters Score -1618594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1618594.000000 Penalty: 4954.601074
	Iteration 44Q: 3 clusters Score -1618594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1618594.000000 Penalty: 4954.601074
	Iteration 45Q: 3 clusters Score -1618594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1618594.375000 Penalty: 4954.601074
	Iteration 46Q: 3 clusters Score -1618594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1618594.625000 Penalty: 4954.601074
	Iteration 47Q: 3 clusters Score -1618595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1618595.375000 Penalty: 4954.601074
	Iteration 48Q: 3 clusters Score -1618595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1618595.375000 Penalty: 4954.601074
	Iteration 49F: 3 clusters Score -1618595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253903 members 
Mstep: Class 2 contains 8347 members 
Mstep: Class 3 contains 4254 members 
Mstep: Class 4 contains 225971 members 
Mstep: Class 5 contains 92862 members 
Mstep: Class 6 contains 4039 members 
Mstep: Class 7 contains 30221 members 
Mstep: Class 8 contains 103933 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 120537 members 
Mstep: Class 11 contains 207388 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 3540 members 
Mstep: Class 14 contains 2521 members 
Mstep: Class 15 contains 43985 members 
Mstep: Class 16 contains 13586 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5021 members 
Mstep: Class 20 contains 2714 members 
Mstep: Class 21 contains 4491 members 
Mstep: Class 22 contains 17930 members 
Mstep: Class 23 contains 38234 members 
Mstep: Class 24 contains 10807 members 
Mstep: Class 25 contains 1899 members 
Mstep: Class 26 contains 4998 members 
Mstep: Class 27 contains 29934 members 
Mstep: Class 28 contains 8276 members 
Mstep: Class 29 contains 5945 members 
Mstep: Class 30 contains 4095 members 
Mstep: Class 31 contains 19049 members 
Mstep: Class 32 contains 5815 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7231 members 
Mstep: Class 35 contains 3314 members 
Mstep: Class 36 contains 1604 members 
Mstep: Class 37 contains 2065 members 
Mstep: Class 38 contains 10600 members 
Mstep: Class 39 contains 1001 members 
Mstep: Class 40 contains 13224 members 
Mstep: Class 41 contains 66143 members 
Mstep: Class 42 contains 1542 members 
Mstep: Class 43 contains 6266 members 
Mstep: Class 44 contains 3471 members 
Mstep: Class 45 contains 3786 members 
Mstep: Class 46 contains 11188 members 
Entering Unmasked Estep 
Score: -102266520.000000 Penalty: 161575.609375
Splitting cluster 38 changes total score from -102261704.000000 to -102266520.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 39 (1001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Entering Unmasked Estep 
Score: -54554.683594 Penalty: 1713.371216
	Iteration 0F: 2 clusters Score -54554.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -52686.457031 Penalty: 3426.742432
	Iteration 0F: 3 clusters Score -52686.46 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -53037.519531 Penalty: 3426.742432
	Iteration 1F: 3 clusters Score -53037.52 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -53199.121094 Penalty: 3426.742432
	Iteration 2F: 3 clusters Score -53199.12 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -53295.167969 Penalty: 3426.742432
	Iteration 3Q: 3 clusters Score -53295.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -53331.644531 Penalty: 3426.742432
	Iteration 4Q: 3 clusters Score -53331.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -53353.425781 Penalty: 3426.742432
	Iteration 5Q: 3 clusters Score -53353.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -53369.894531 Penalty: 3426.742432
	Iteration 6Q: 3 clusters Score -53369.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -53386.156250 Penalty: 3426.742432
	Iteration 7Q: 3 clusters Score -53386.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -53389.464844 Penalty: 3426.742432
	Iteration 8Q: 3 clusters Score -53389.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -53393.125000 Penalty: 3426.742432
	Iteration 9Q: 3 clusters Score -53393.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -53394.578125 Penalty: 3426.742432
	Iteration 10Q: 3 clusters Score -53394.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -53394.578125 Penalty: 3426.742432
	Iteration 11F: 3 clusters Score -53394.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (13224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Entering Unmasked Estep 
Score: -996513.312500 Penalty: 2353.467773
	Iteration 0F: 2 clusters Score -996513.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -986716.812500 Penalty: 4706.935547
	Iteration 0F: 3 clusters Score -986716.8 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -989708.625000 Penalty: 4706.935547
	Iteration 1F: 3 clusters Score -989708.6 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -990046.187500 Penalty: 4706.935547
	Iteration 2F: 3 clusters Score -990046.2 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -990325.937500 Penalty: 4706.935547
	Iteration 3Q: 3 clusters Score -990325.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -990549.937500 Penalty: 4706.935547
	Iteration 4Q: 3 clusters Score -990549.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -990749.687500 Penalty: 4706.935547
	Iteration 5Q: 3 clusters Score -990749.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -990974.000000 Penalty: 4706.935547
	Iteration 6Q: 3 clusters Score -990974 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -991219.937500 Penalty: 4706.935547
	Iteration 7Q: 3 clusters Score -991219.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -991484.812500 Penalty: 4706.935547
	Iteration 8Q: 3 clusters Score -991484.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -991766.437500 Penalty: 4706.935547
	Iteration 9Q: 3 clusters Score -991766.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -992055.500000 Penalty: 4706.935547
	Iteration 10Q: 3 clusters Score -992055.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -992405.125000 Penalty: 4706.935547
	Iteration 11Q: 3 clusters Score -992405.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -992765.125000 Penalty: 4706.935547
	Iteration 12Q: 3 clusters Score -992765.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -993073.625000 Penalty: 4706.935547
	Iteration 13Q: 3 clusters Score -993073.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -993347.312500 Penalty: 4706.935547
	Iteration 14Q: 3 clusters Score -993347.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -993611.562500 Penalty: 4706.935547
	Iteration 15Q: 3 clusters Score -993611.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -993848.687500 Penalty: 4706.935547
	Iteration 16Q: 3 clusters Score -993848.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -994050.625000 Penalty: 4706.935547
	Iteration 17Q: 3 clusters Score -994050.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -994197.750000 Penalty: 4706.935547
	Iteration 18Q: 3 clusters Score -994197.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -994298.250000 Penalty: 4706.935547
	Iteration 19Q: 3 clusters Score -994298.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -994372.062500 Penalty: 4706.935547
	Iteration 20F: 3 clusters Score -994372.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -994444.250000 Penalty: 4706.935547
	Iteration 21Q: 3 clusters Score -994444.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -994491.875000 Penalty: 4706.935547
	Iteration 22Q: 3 clusters Score -994491.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -994515.312500 Penalty: 4706.935547
	Iteration 23Q: 3 clusters Score -994515.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -994538.312500 Penalty: 4706.935547
	Iteration 24Q: 3 clusters Score -994538.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -994551.000000 Penalty: 4706.935547
	Iteration 25Q: 3 clusters Score -994551 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -994561.312500 Penalty: 4706.935547
	Iteration 26Q: 3 clusters Score -994561.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -994580.312500 Penalty: 4706.935547
	Iteration 27Q: 3 clusters Score -994580.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -994596.687500 Penalty: 4706.935547
	Iteration 28Q: 3 clusters Score -994596.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -994604.500000 Penalty: 4706.935547
	Iteration 29Q: 3 clusters Score -994604.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -994610.125000 Penalty: 4706.935547
	Iteration 30Q: 3 clusters Score -994610.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -994611.437500 Penalty: 4706.935547
	Iteration 31Q: 3 clusters Score -994611.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -994611.437500 Penalty: 4706.935547
	Iteration 32Q: 3 clusters Score -994611.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -994614.937500 Penalty: 4706.935547
	Iteration 33Q: 3 clusters Score -994614.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -994615.312500 Penalty: 4706.935547
	Iteration 34Q: 3 clusters Score -994615.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -994615.312500 Penalty: 4706.935547
	Iteration 35F: 3 clusters Score -994615.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253903 members 
Mstep: Class 2 contains 8347 members 
Mstep: Class 3 contains 4254 members 
Mstep: Class 4 contains 225971 members 
Mstep: Class 5 contains 92862 members 
Mstep: Class 6 contains 4039 members 
Mstep: Class 7 contains 30221 members 
Mstep: Class 8 contains 103933 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 120537 members 
Mstep: Class 11 contains 207388 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 3540 members 
Mstep: Class 14 contains 2521 members 
Mstep: Class 15 contains 43985 members 
Mstep: Class 16 contains 13586 members 
Mstep: Class 17 contains 4134 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 5021 members 
Mstep: Class 20 contains 2714 members 
Mstep: Class 21 contains 4491 members 
Mstep: Class 22 contains 17930 members 
Mstep: Class 23 contains 38234 members 
Mstep: Class 24 contains 10807 members 
Mstep: Class 25 contains 1899 members 
Mstep: Class 26 contains 4998 members 
Mstep: Class 27 contains 29934 members 
Mstep: Class 28 contains 8276 members 
Mstep: Class 29 contains 5945 members 
Mstep: Class 30 contains 4095 members 
Mstep: Class 31 contains 19049 members 
Mstep: Class 32 contains 5815 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7231 members 
Mstep: Class 35 contains 3314 members 
Mstep: Class 36 contains 1604 members 
Mstep: Class 37 contains 2065 members 
Mstep: Class 38 contains 10600 members 
Mstep: Class 39 contains 1001 members 
Mstep: Class 40 contains 13224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102276688.000000 Penalty: 161575.609375
Iteration 119Q: 47 clusters Score -1.022767e+08 nChanged 19457
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254276 members 
Mstep: Class 2 contains 8347 members 
Mstep: Class 3 contains 4251 members 
Mstep: Class 4 contains 227818 members 
Mstep: Class 5 contains 93780 members 
Mstep: Class 6 contains 4081 members 
Mstep: Class 7 contains 30729 members 
Mstep: Class 8 contains 102105 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 122437 members 
Mstep: Class 11 contains 207406 members 
Mstep: Class 12 contains 1809 members 
Mstep: Class 13 contains 3541 members 
Mstep: Class 14 contains 2526 members 
Mstep: Class 15 contains 44366 members 
Mstep: Class 16 contains 13588 members 
Mstep: Class 17 contains 4241 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 5026 members 
Mstep: Class 20 contains 2724 members 
Mstep: Class 21 contains 4533 members 
Mstep: Class 22 contains 17930 members 
Mstep: Class 23 contains 39081 members 
Mstep: Class 24 contains 11406 members 
Mstep: Class 25 contains 1907 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 29921 members 
Mstep: Class 28 contains 8312 members 
Mstep: Class 29 contains 5889 members 
Mstep: Class 30 contains 4077 members 
Mstep: Class 31 contains 18642 members 
Mstep: Class 32 contains 5618 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7323 members 
Mstep: Class 35 contains 3343 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 2094 members 
Mstep: Class 38 contains 10316 members 
Mstep: Class 39 contains 1006 members 
Mstep: Class 40 contains 13579 members 
Mstep: Class 41 contains 61823 members 
Mstep: Class 42 contains 1517 members 
Mstep: Class 43 contains 5885 members 
Mstep: Class 44 contains 3441 members 
Mstep: Class 45 contains 3605 members 
Mstep: Class 46 contains 10774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102285864.000000 Penalty: 161575.609375
Iteration 120F: 47 clusters Score -1.022859e+08 nChanged 14883
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 254070 members 
Mstep: Class 2 contains 8347 members 
Mstep: Class 3 contains 4249 members 
Mstep: Class 4 contains 227923 members 
Mstep: Class 5 contains 94318 members 
Mstep: Class 6 contains 4083 members 
Mstep: Class 7 contains 30830 members 
Mstep: Class 8 contains 100300 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 123458 members 
Mstep: Class 11 contains 207384 members 
Mstep: Class 12 contains 1756 members 
Mstep: Class 13 contains 3542 members 
Mstep: Class 14 contains 2502 members 
Mstep: Class 15 contains 44218 members 
Mstep: Class 16 contains 13571 members 
Mstep: Class 17 contains 4222 members 
Mstep: Class 18 contains 2208 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 20 contains 2716 members 
Mstep: Class 21 contains 4521 members 
Mstep: Class 22 contains 17933 members 
Mstep: Class 23 contains 39011 members 
Mstep: Class 24 contains 11615 members 
Mstep: Class 25 contains 1831 members 
Mstep: Class 26 contains 4999 members 
Mstep: Class 27 contains 29894 members 
Mstep: Class 28 contains 8337 members 
Mstep: Class 29 contains 5854 members 
Mstep: Class 30 contains 4059 members 
Mstep: Class 31 contains 18316 members 
Mstep: Class 32 contains 5464 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7354 members 
Mstep: Class 35 contains 3350 members 
Mstep: Class 36 contains 1595 members 
Mstep: Class 37 contains 2112 members 
Mstep: Class 38 contains 10158 members 
Mstep: Class 39 contains 966 members 
Mstep: Class 40 contains 13657 members 
Mstep: Class 41 contains 62136 members 
Mstep: Class 42 contains 1598 members 
Mstep: Class 43 contains 6027 members 
Mstep: Class 44 contains 3585 members 
Mstep: Class 45 contains 3671 members 
Mstep: Class 46 contains 11147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102290120.000000 Penalty: 161575.609375
Iteration 121Q: 47 clusters Score -1.022901e+08 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253872 members 
Mstep: Class 2 contains 8353 members 
Mstep: Class 3 contains 4250 members 
Mstep: Class 4 contains 228080 members 
Mstep: Class 5 contains 94809 members 
Mstep: Class 6 contains 4079 members 
Mstep: Class 7 contains 30942 members 
Mstep: Class 8 contains 98804 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 124539 members 
Mstep: Class 11 contains 207380 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 3541 members 
Mstep: Class 14 contains 2497 members 
Mstep: Class 15 contains 44106 members 
Mstep: Class 16 contains 13557 members 
Mstep: Class 17 contains 4246 members 
Mstep: Class 18 contains 2207 members 
Mstep: Class 19 contains 4986 members 
Mstep: Class 20 contains 2682 members 
Mstep: Class 21 contains 4524 members 
Mstep: Class 22 contains 17930 members 
Mstep: Class 23 contains 39084 members 
Mstep: Class 24 contains 11822 members 
Mstep: Class 25 contains 1800 members 
Mstep: Class 26 contains 4999 members 
Mstep: Class 27 contains 29814 members 
Mstep: Class 28 contains 8349 members 
Mstep: Class 29 contains 5829 members 
Mstep: Class 30 contains 4041 members 
Mstep: Class 31 contains 18076 members 
Mstep: Class 32 contains 5337 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7381 members 
Mstep: Class 35 contains 3354 members 
Mstep: Class 36 contains 1590 members 
Mstep: Class 37 contains 2152 members 
Mstep: Class 38 contains 10042 members 
Mstep: Class 39 contains 945 members 
Mstep: Class 40 contains 13738 members 
Mstep: Class 41 contains 61999 members 
Mstep: Class 42 contains 1634 members 
Mstep: Class 43 contains 6086 members 
Mstep: Class 44 contains 3667 members 
Mstep: Class 45 contains 3664 members 
Mstep: Class 46 contains 11386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102291248.000000 Penalty: 161575.609375
Iteration 122Q: 47 clusters Score -1.022912e+08 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253608 members 
Mstep: Class 2 contains 8354 members 
Mstep: Class 3 contains 4255 members 
Mstep: Class 4 contains 228179 members 
Mstep: Class 5 contains 95201 members 
Mstep: Class 6 contains 4073 members 
Mstep: Class 7 contains 31045 members 
Mstep: Class 8 contains 97628 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 125521 members 
Mstep: Class 11 contains 207374 members 
Mstep: Class 12 contains 1687 members 
Mstep: Class 13 contains 3537 members 
Mstep: Class 14 contains 2495 members 
Mstep: Class 15 contains 44001 members 
Mstep: Class 16 contains 13551 members 
Mstep: Class 17 contains 4283 members 
Mstep: Class 18 contains 2204 members 
Mstep: Class 19 contains 4976 members 
Mstep: Class 20 contains 2651 members 
Mstep: Class 21 contains 4514 members 
Mstep: Class 22 contains 17926 members 
Mstep: Class 23 contains 39186 members 
Mstep: Class 24 contains 11984 members 
Mstep: Class 25 contains 1786 members 
Mstep: Class 26 contains 5001 members 
Mstep: Class 27 contains 29724 members 
Mstep: Class 28 contains 8367 members 
Mstep: Class 29 contains 5805 members 
Mstep: Class 30 contains 4026 members 
Mstep: Class 31 contains 17874 members 
Mstep: Class 32 contains 5218 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7407 members 
Mstep: Class 35 contains 3352 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 2196 members 
Mstep: Class 38 contains 9982 members 
Mstep: Class 39 contains 935 members 
Mstep: Class 40 contains 13803 members 
Mstep: Class 41 contains 61805 members 
Mstep: Class 42 contains 1658 members 
Mstep: Class 43 contains 6127 members 
Mstep: Class 44 contains 3720 members 
Mstep: Class 45 contains 3659 members 
Mstep: Class 46 contains 11626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102292600.000000 Penalty: 161575.609375
Iteration 123Q: 47 clusters Score -1.022926e+08 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253353 members 
Mstep: Class 2 contains 8355 members 
Mstep: Class 3 contains 4256 members 
Mstep: Class 4 contains 228276 members 
Mstep: Class 5 contains 95539 members 
Mstep: Class 6 contains 4068 members 
Mstep: Class 7 contains 31121 members 
Mstep: Class 8 contains 96693 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 126409 members 
Mstep: Class 11 contains 207372 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 3531 members 
Mstep: Class 14 contains 2493 members 
Mstep: Class 15 contains 43913 members 
Mstep: Class 16 contains 13556 members 
Mstep: Class 17 contains 4329 members 
Mstep: Class 18 contains 2202 members 
Mstep: Class 19 contains 4977 members 
Mstep: Class 20 contains 2610 members 
Mstep: Class 21 contains 4522 members 
Mstep: Class 22 contains 17932 members 
Mstep: Class 23 contains 39242 members 
Mstep: Class 24 contains 12095 members 
Mstep: Class 25 contains 1781 members 
Mstep: Class 26 contains 4998 members 
Mstep: Class 27 contains 29628 members 
Mstep: Class 28 contains 8381 members 
Mstep: Class 29 contains 5795 members 
Mstep: Class 30 contains 4013 members 
Mstep: Class 31 contains 17697 members 
Mstep: Class 32 contains 5110 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7427 members 
Mstep: Class 35 contains 3353 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2230 members 
Mstep: Class 38 contains 9966 members 
Mstep: Class 39 contains 929 members 
Mstep: Class 40 contains 13855 members 
Mstep: Class 41 contains 61593 members 
Mstep: Class 42 contains 1664 members 
Mstep: Class 43 contains 6172 members 
Mstep: Class 44 contains 3752 members 
Mstep: Class 45 contains 3649 members 
Mstep: Class 46 contains 11800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102293592.000000 Penalty: 161575.609375
Iteration 124Q: 47 clusters Score -1.022936e+08 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 253124 members 
Mstep: Class 2 contains 8357 members 
Mstep: Class 3 contains 4254 members 
Mstep: Class 4 contains 228288 members 
Mstep: Class 5 contains 95850 members 
Mstep: Class 6 contains 4060 members 
Mstep: Class 7 contains 31169 members 
Mstep: Class 8 contains 95881 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 127239 members 
Mstep: Class 11 contains 207374 members 
Mstep: Class 12 contains 1659 members 
Mstep: Class 13 contains 3532 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 43827 members 
Mstep: Class 16 contains 13553 members 
Mstep: Class 17 contains 4351 members 
Mstep: Class 18 contains 2198 members 
Mstep: Class 19 contains 4977 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 4523 members 
Mstep: Class 22 contains 17935 members 
Mstep: Class 23 contains 39312 members 
Mstep: Class 24 contains 12199 members 
Mstep: Class 25 contains 1775 members 
Mstep: Class 26 contains 4998 members 
Mstep: Class 27 contains 29545 members 
Mstep: Class 28 contains 8397 members 
Mstep: Class 29 contains 5787 members 
Mstep: Class 30 contains 4003 members 
Mstep: Class 31 contains 17553 members 
Mstep: Class 32 contains 5027 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7441 members 
Mstep: Class 35 contains 3353 members 
Mstep: Class 36 contains 1586 members 
Mstep: Class 37 contains 2243 members 
Mstep: Class 38 contains 9974 members 
Mstep: Class 39 contains 929 members 
Mstep: Class 40 contains 13883 members 
Mstep: Class 41 contains 61423 members 
Mstep: Class 42 contains 1670 members 
Mstep: Class 43 contains 6198 members 
Mstep: Class 44 contains 3775 members 
Mstep: Class 45 contains 3645 members 
Mstep: Class 46 contains 11955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102294072.000000 Penalty: 161575.609375
Iteration 125Q: 47 clusters Score -1.022941e+08 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 252957 members 
Mstep: Class 2 contains 8357 members 
Mstep: Class 3 contains 4256 members 
Mstep: Class 4 contains 228214 members 
Mstep: Class 5 contains 96105 members 
Mstep: Class 6 contains 4054 members 
Mstep: Class 7 contains 31240 members 
Mstep: Class 8 contains 95243 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 127920 members 
Mstep: Class 11 contains 207367 members 
Mstep: Class 12 contains 1658 members 
Mstep: Class 13 contains 3529 members 
Mstep: Class 14 contains 2495 members 
Mstep: Class 15 contains 43751 members 
Mstep: Class 16 contains 13548 members 
Mstep: Class 17 contains 4391 members 
Mstep: Class 18 contains 2198 members 
Mstep: Class 19 contains 4975 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 4533 members 
Mstep: Class 22 contains 17940 members 
Mstep: Class 23 contains 39393 members 
Mstep: Class 24 contains 12277 members 
Mstep: Class 25 contains 1764 members 
Mstep: Class 26 contains 4998 members 
Mstep: Class 27 contains 29488 members 
Mstep: Class 28 contains 8405 members 
Mstep: Class 29 contains 5780 members 
Mstep: Class 30 contains 3993 members 
Mstep: Class 31 contains 17431 members 
Mstep: Class 32 contains 4956 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7450 members 
Mstep: Class 35 contains 3354 members 
Mstep: Class 36 contains 1586 members 
Mstep: Class 37 contains 2244 members 
Mstep: Class 38 contains 10001 members 
Mstep: Class 39 contains 931 members 
Mstep: Class 40 contains 13913 members 
Mstep: Class 41 contains 61255 members 
Mstep: Class 42 contains 1672 members 
Mstep: Class 43 contains 6219 members 
Mstep: Class 44 contains 3788 members 
Mstep: Class 45 contains 3643 members 
Mstep: Class 46 contains 12068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102294440.000000 Penalty: 161575.609375
Iteration 126Q: 47 clusters Score -1.022944e+08 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 252786 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 4265 members 
Mstep: Class 4 contains 228111 members 
Mstep: Class 5 contains 96345 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 31277 members 
Mstep: Class 8 contains 94699 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 128526 members 
Mstep: Class 11 contains 207349 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 13 contains 3525 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 43690 members 
Mstep: Class 16 contains 13543 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 2198 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 4532 members 
Mstep: Class 22 contains 17941 members 
Mstep: Class 23 contains 39472 members 
Mstep: Class 24 contains 12345 members 
Mstep: Class 25 contains 1757 members 
Mstep: Class 26 contains 4998 members 
Mstep: Class 27 contains 29443 members 
Mstep: Class 28 contains 8417 members 
Mstep: Class 29 contains 5771 members 
Mstep: Class 30 contains 3986 members 
Mstep: Class 31 contains 17324 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7447 members 
Mstep: Class 35 contains 3356 members 
Mstep: Class 36 contains 1586 members 
Mstep: Class 37 contains 2251 members 
Mstep: Class 38 contains 10033 members 
Mstep: Class 39 contains 934 members 
Mstep: Class 40 contains 13926 members 
Mstep: Class 41 contains 61121 members 
Mstep: Class 42 contains 1671 members 
Mstep: Class 43 contains 6239 members 
Mstep: Class 44 contains 3798 members 
Mstep: Class 45 contains 3653 members 
Mstep: Class 46 contains 12181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102294632.000000 Penalty: 161575.609375
Iteration 127Q: 47 clusters Score -1.022946e+08 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 252655 members 
Mstep: Class 2 contains 8359 members 
Mstep: Class 3 contains 4272 members 
Mstep: Class 4 contains 227997 members 
Mstep: Class 5 contains 96534 members 
Mstep: Class 6 contains 4049 members 
Mstep: Class 7 contains 31307 members 
Mstep: Class 8 contains 94258 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 129017 members 
Mstep: Class 11 contains 207339 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 2493 members 
Mstep: Class 15 contains 43625 members 
Mstep: Class 16 contains 13541 members 
Mstep: Class 17 contains 4457 members 
Mstep: Class 18 contains 2198 members 
Mstep: Class 19 contains 4971 members 
Mstep: Class 20 contains 2531 members 
Mstep: Class 21 contains 4533 members 
Mstep: Class 22 contains 17941 members 
Mstep: Class 23 contains 39541 members 
Mstep: Class 24 contains 12418 members 
Mstep: Class 25 contains 1753 members 
Mstep: Class 26 contains 4997 members 
Mstep: Class 27 contains 29406 members 
Mstep: Class 28 contains 8431 members 
Mstep: Class 29 contains 5766 members 
Mstep: Class 30 contains 3978 members 
Mstep: Class 31 contains 17226 members 
Mstep: Class 32 contains 4868 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7451 members 
Mstep: Class 35 contains 3358 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 2248 members 
Mstep: Class 38 contains 10072 members 
Mstep: Class 39 contains 935 members 
Mstep: Class 40 contains 13935 members 
Mstep: Class 41 contains 60992 members 
Mstep: Class 42 contains 1672 members 
Mstep: Class 43 contains 6256 members 
Mstep: Class 44 contains 3803 members 
Mstep: Class 45 contains 3668 members 
Mstep: Class 46 contains 12276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102294664.000000 Penalty: 161575.609375
Iteration 128Q: 47 clusters Score -1.022947e+08 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 252568 members 
Mstep: Class 2 contains 8361 members 
Mstep: Class 3 contains 4275 members 
Mstep: Class 4 contains 227891 members 
Mstep: Class 5 contains 96689 members 
Mstep: Class 6 contains 4049 members 
Mstep: Class 7 contains 31346 members 
Mstep: Class 8 contains 93891 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 129450 members 
Mstep: Class 11 contains 207327 members 
Mstep: Class 12 contains 1655 members 
Mstep: Class 13 contains 3516 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 43566 members 
Mstep: Class 16 contains 13535 members 
Mstep: Class 17 contains 4479 members 
Mstep: Class 18 contains 2198 members 
Mstep: Class 19 contains 4968 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 4540 members 
Mstep: Class 22 contains 17945 members 
Mstep: Class 23 contains 39609 members 
Mstep: Class 24 contains 12477 members 
Mstep: Class 25 contains 1752 members 
Mstep: Class 26 contains 4996 members 
Mstep: Class 27 contains 29360 members 
Mstep: Class 28 contains 8442 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 3965 members 
Mstep: Class 31 contains 17134 members 
Mstep: Class 32 contains 4837 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7452 members 
Mstep: Class 35 contains 3359 members 
Mstep: Class 36 contains 1586 members 
Mstep: Class 37 contains 2247 members 
Mstep: Class 38 contains 10115 members 
Mstep: Class 39 contains 934 members 
Mstep: Class 40 contains 13935 members 
Mstep: Class 41 contains 60886 members 
Mstep: Class 42 contains 1673 members 
Mstep: Class 43 contains 6272 members 
Mstep: Class 44 contains 3811 members 
Mstep: Class 45 contains 3679 members 
Mstep: Class 46 contains 12353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295080.000000 Penalty: 161575.609375
Iteration 129Q: 47 clusters Score -1.022951e+08 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 252498 members 
Mstep: Class 2 contains 8360 members 
Mstep: Class 3 contains 4275 members 
Mstep: Class 4 contains 227794 members 
Mstep: Class 5 contains 96817 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 31393 members 
Mstep: Class 8 contains 93599 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 129821 members 
Mstep: Class 11 contains 207315 members 
Mstep: Class 12 contains 1655 members 
Mstep: Class 13 contains 3513 members 
Mstep: Class 14 contains 2493 members 
Mstep: Class 15 contains 43514 members 
Mstep: Class 16 contains 13531 members 
Mstep: Class 17 contains 4493 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4967 members 
Mstep: Class 20 contains 2491 members 
Mstep: Class 21 contains 4547 members 
Mstep: Class 22 contains 17947 members 
Mstep: Class 23 contains 39654 members 
Mstep: Class 24 contains 12527 members 
Mstep: Class 25 contains 1750 members 
Mstep: Class 26 contains 4996 members 
Mstep: Class 27 contains 29328 members 
Mstep: Class 28 contains 8449 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 3957 members 
Mstep: Class 31 contains 17052 members 
Mstep: Class 32 contains 4799 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7453 members 
Mstep: Class 35 contains 3359 members 
Mstep: Class 36 contains 1586 members 
Mstep: Class 37 contains 2238 members 
Mstep: Class 38 contains 10143 members 
Mstep: Class 39 contains 928 members 
Mstep: Class 40 contains 13944 members 
Mstep: Class 41 contains 60797 members 
Mstep: Class 42 contains 1674 members 
Mstep: Class 43 contains 6291 members 
Mstep: Class 44 contains 3813 members 
Mstep: Class 45 contains 3701 members 
Mstep: Class 46 contains 12420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295208.000000 Penalty: 161575.609375
Iteration 130Q: 47 clusters Score -1.022952e+08 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 252434 members 
Mstep: Class 2 contains 8360 members 
Mstep: Class 3 contains 4277 members 
Mstep: Class 4 contains 227697 members 
Mstep: Class 5 contains 96919 members 
Mstep: Class 6 contains 4046 members 
Mstep: Class 7 contains 31424 members 
Mstep: Class 8 contains 93396 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 130147 members 
Mstep: Class 11 contains 207310 members 
Mstep: Class 12 contains 1654 members 
Mstep: Class 13 contains 3505 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 43453 members 
Mstep: Class 16 contains 13534 members 
Mstep: Class 17 contains 4505 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4967 members 
Mstep: Class 20 contains 2472 members 
Mstep: Class 21 contains 4549 members 
Mstep: Class 22 contains 17957 members 
Mstep: Class 23 contains 39699 members 
Mstep: Class 24 contains 12561 members 
Mstep: Class 25 contains 1747 members 
Mstep: Class 26 contains 4997 members 
Mstep: Class 27 contains 29307 members 
Mstep: Class 28 contains 8450 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 3951 members 
Mstep: Class 31 contains 16970 members 
Mstep: Class 32 contains 4760 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7451 members 
Mstep: Class 35 contains 3360 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 2226 members 
Mstep: Class 38 contains 10162 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 13965 members 
Mstep: Class 41 contains 60717 members 
Mstep: Class 42 contains 1674 members 
Mstep: Class 43 contains 6306 members 
Mstep: Class 44 contains 3812 members 
Mstep: Class 45 contains 3730 members 
Mstep: Class 46 contains 12476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295456.000000 Penalty: 161575.609375
Iteration 131Q: 47 clusters Score -1.022955e+08 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 252365 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 4278 members 
Mstep: Class 4 contains 227610 members 
Mstep: Class 5 contains 97023 members 
Mstep: Class 6 contains 4041 members 
Mstep: Class 7 contains 31433 members 
Mstep: Class 8 contains 93238 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 130392 members 
Mstep: Class 11 contains 207306 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 2491 members 
Mstep: Class 15 contains 43402 members 
Mstep: Class 16 contains 13535 members 
Mstep: Class 17 contains 4518 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4965 members 
Mstep: Class 20 contains 2452 members 
Mstep: Class 21 contains 4547 members 
Mstep: Class 22 contains 17958 members 
Mstep: Class 23 contains 39736 members 
Mstep: Class 24 contains 12594 members 
Mstep: Class 25 contains 1742 members 
Mstep: Class 26 contains 4998 members 
Mstep: Class 27 contains 29288 members 
Mstep: Class 28 contains 8460 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 3947 members 
Mstep: Class 31 contains 16915 members 
Mstep: Class 32 contains 4735 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7458 members 
Mstep: Class 35 contains 3360 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 2207 members 
Mstep: Class 38 contains 10176 members 
Mstep: Class 39 contains 925 members 
Mstep: Class 40 contains 13982 members 
Mstep: Class 41 contains 60656 members 
Mstep: Class 42 contains 1674 members 
Mstep: Class 43 contains 6328 members 
Mstep: Class 44 contains 3813 members 
Mstep: Class 45 contains 3757 members 
Mstep: Class 46 contains 12524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295592.000000 Penalty: 161575.609375
Iteration 132Q: 47 clusters Score -1.022956e+08 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 252298 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 4280 members 
Mstep: Class 4 contains 227520 members 
Mstep: Class 5 contains 97112 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 31441 members 
Mstep: Class 8 contains 93117 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 130584 members 
Mstep: Class 11 contains 207298 members 
Mstep: Class 12 contains 1657 members 
Mstep: Class 13 contains 3492 members 
Mstep: Class 14 contains 2493 members 
Mstep: Class 15 contains 43341 members 
Mstep: Class 16 contains 13538 members 
Mstep: Class 17 contains 4526 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 2438 members 
Mstep: Class 21 contains 4551 members 
Mstep: Class 22 contains 17960 members 
Mstep: Class 23 contains 39781 members 
Mstep: Class 24 contains 12637 members 
Mstep: Class 25 contains 1739 members 
Mstep: Class 26 contains 4998 members 
Mstep: Class 27 contains 29271 members 
Mstep: Class 28 contains 8471 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 3942 members 
Mstep: Class 31 contains 16870 members 
Mstep: Class 32 contains 4712 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7463 members 
Mstep: Class 35 contains 3360 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 2194 members 
Mstep: Class 38 contains 10194 members 
Mstep: Class 39 contains 927 members 
Mstep: Class 40 contains 13976 members 
Mstep: Class 41 contains 60621 members 
Mstep: Class 42 contains 1674 members 
Mstep: Class 43 contains 6346 members 
Mstep: Class 44 contains 3813 members 
Mstep: Class 45 contains 3777 members 
Mstep: Class 46 contains 12570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295912.000000 Penalty: 161575.609375
Iteration 133Q: 47 clusters Score -1.022959e+08 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 252234 members 
Mstep: Class 2 contains 8357 members 
Mstep: Class 3 contains 4285 members 
Mstep: Class 4 contains 227444 members 
Mstep: Class 5 contains 97205 members 
Mstep: Class 6 contains 4039 members 
Mstep: Class 7 contains 31440 members 
Mstep: Class 8 contains 93026 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 130746 members 
Mstep: Class 11 contains 207290 members 
Mstep: Class 12 contains 1655 members 
Mstep: Class 13 contains 3489 members 
Mstep: Class 14 contains 2496 members 
Mstep: Class 15 contains 43267 members 
Mstep: Class 16 contains 13537 members 
Mstep: Class 17 contains 4533 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4963 members 
Mstep: Class 20 contains 2426 members 
Mstep: Class 21 contains 4554 members 
Mstep: Class 22 contains 17958 members 
Mstep: Class 23 contains 39814 members 
Mstep: Class 24 contains 12698 members 
Mstep: Class 25 contains 1740 members 
Mstep: Class 26 contains 4997 members 
Mstep: Class 27 contains 29259 members 
Mstep: Class 28 contains 8475 members 
Mstep: Class 29 contains 5760 members 
Mstep: Class 30 contains 3941 members 
Mstep: Class 31 contains 16831 members 
Mstep: Class 32 contains 4693 members 
Mstep: Class 33 contains 1552 members 
Mstep: Class 34 contains 7463 members 
Mstep: Class 35 contains 3360 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 2176 members 
Mstep: Class 38 contains 10202 members 
Mstep: Class 39 contains 928 members 
Mstep: Class 40 contains 13982 members 
Mstep: Class 41 contains 60574 members 
Mstep: Class 42 contains 1674 members 
Mstep: Class 43 contains 6371 members 
Mstep: Class 44 contains 3813 members 
Mstep: Class 45 contains 3807 members 
Mstep: Class 46 contains 12603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296072.000000 Penalty: 161575.609375
Iteration 134Q: 47 clusters Score -1.022961e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 252160 members 
Mstep: Class 2 contains 8357 members 
Mstep: Class 3 contains 4286 members 
Mstep: Class 4 contains 227366 members 
Mstep: Class 5 contains 97297 members 
Mstep: Class 6 contains 4038 members 
Mstep: Class 7 contains 31450 members 
Mstep: Class 8 contains 92957 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 130908 members 
Mstep: Class 11 contains 207281 members 
Mstep: Class 12 contains 1655 members 
Mstep: Class 13 contains 3486 members 
Mstep: Class 14 contains 2496 members 
Mstep: Class 15 contains 43221 members 
Mstep: Class 16 contains 13537 members 
Mstep: Class 17 contains 4544 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4963 members 
Mstep: Class 20 contains 2407 members 
Mstep: Class 21 contains 4555 members 
Mstep: Class 22 contains 17959 members 
Mstep: Class 23 contains 39840 members 
Mstep: Class 24 contains 12737 members 
Mstep: Class 25 contains 1741 members 
Mstep: Class 26 contains 4999 members 
Mstep: Class 27 contains 29255 members 
Mstep: Class 28 contains 8478 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3940 members 
Mstep: Class 31 contains 16798 members 
Mstep: Class 32 contains 4661 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7462 members 
Mstep: Class 35 contains 3360 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 2164 members 
Mstep: Class 38 contains 10204 members 
Mstep: Class 39 contains 928 members 
Mstep: Class 40 contains 13989 members 
Mstep: Class 41 contains 60533 members 
Mstep: Class 42 contains 1674 members 
Mstep: Class 43 contains 6390 members 
Mstep: Class 44 contains 3813 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 12625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296232.000000 Penalty: 161575.609375
Iteration 135Q: 47 clusters Score -1.022962e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 252083 members 
Mstep: Class 2 contains 8356 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 227312 members 
Mstep: Class 5 contains 97382 members 
Mstep: Class 6 contains 4038 members 
Mstep: Class 7 contains 31450 members 
Mstep: Class 8 contains 92895 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131048 members 
Mstep: Class 11 contains 207275 members 
Mstep: Class 12 contains 1655 members 
Mstep: Class 13 contains 3483 members 
Mstep: Class 14 contains 2497 members 
Mstep: Class 15 contains 43167 members 
Mstep: Class 16 contains 13537 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 4557 members 
Mstep: Class 22 contains 17962 members 
Mstep: Class 23 contains 39859 members 
Mstep: Class 24 contains 12771 members 
Mstep: Class 25 contains 1740 members 
Mstep: Class 26 contains 4999 members 
Mstep: Class 27 contains 29246 members 
Mstep: Class 28 contains 8479 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3940 members 
Mstep: Class 31 contains 16770 members 
Mstep: Class 32 contains 4631 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7463 members 
Mstep: Class 35 contains 3360 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 2162 members 
Mstep: Class 38 contains 10216 members 
Mstep: Class 39 contains 928 members 
Mstep: Class 40 contains 13999 members 
Mstep: Class 41 contains 60497 members 
Mstep: Class 42 contains 1674 members 
Mstep: Class 43 contains 6403 members 
Mstep: Class 44 contains 3813 members 
Mstep: Class 45 contains 3851 members 
Mstep: Class 46 contains 12659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296104.000000 Penalty: 161575.609375
Iteration 136Q: 47 clusters Score -1.022961e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 252012 members 
Mstep: Class 2 contains 8355 members 
Mstep: Class 3 contains 4289 members 
Mstep: Class 4 contains 227265 members 
Mstep: Class 5 contains 97455 members 
Mstep: Class 6 contains 4038 members 
Mstep: Class 7 contains 31440 members 
Mstep: Class 8 contains 92856 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131139 members 
Mstep: Class 11 contains 207270 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 13 contains 3482 members 
Mstep: Class 14 contains 2499 members 
Mstep: Class 15 contains 43124 members 
Mstep: Class 16 contains 13539 members 
Mstep: Class 17 contains 4556 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4965 members 
Mstep: Class 20 contains 2379 members 
Mstep: Class 21 contains 4557 members 
Mstep: Class 22 contains 17966 members 
Mstep: Class 23 contains 39876 members 
Mstep: Class 24 contains 12807 members 
Mstep: Class 25 contains 1741 members 
Mstep: Class 26 contains 4999 members 
Mstep: Class 27 contains 29235 members 
Mstep: Class 28 contains 8479 members 
Mstep: Class 29 contains 5755 members 
Mstep: Class 30 contains 3939 members 
Mstep: Class 31 contains 16756 members 
Mstep: Class 32 contains 4606 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7468 members 
Mstep: Class 35 contains 3360 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 2147 members 
Mstep: Class 38 contains 10226 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14009 members 
Mstep: Class 41 contains 60468 members 
Mstep: Class 42 contains 1674 members 
Mstep: Class 43 contains 6419 members 
Mstep: Class 44 contains 3812 members 
Mstep: Class 45 contains 3877 members 
Mstep: Class 46 contains 12683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296160.000000 Penalty: 161575.609375
Iteration 137Q: 47 clusters Score -1.022962e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251964 members 
Mstep: Class 2 contains 8355 members 
Mstep: Class 3 contains 4290 members 
Mstep: Class 4 contains 227221 members 
Mstep: Class 5 contains 97508 members 
Mstep: Class 6 contains 4037 members 
Mstep: Class 7 contains 31447 members 
Mstep: Class 8 contains 92824 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131213 members 
Mstep: Class 11 contains 207269 members 
Mstep: Class 12 contains 1657 members 
Mstep: Class 13 contains 3480 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 43076 members 
Mstep: Class 16 contains 13536 members 
Mstep: Class 17 contains 4561 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4965 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 4559 members 
Mstep: Class 22 contains 17965 members 
Mstep: Class 23 contains 39907 members 
Mstep: Class 24 contains 12856 members 
Mstep: Class 25 contains 1739 members 
Mstep: Class 26 contains 4999 members 
Mstep: Class 27 contains 29226 members 
Mstep: Class 28 contains 8479 members 
Mstep: Class 29 contains 5754 members 
Mstep: Class 30 contains 3939 members 
Mstep: Class 31 contains 16736 members 
Mstep: Class 32 contains 4580 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7470 members 
Mstep: Class 35 contains 3360 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 2134 members 
Mstep: Class 38 contains 10234 members 
Mstep: Class 39 contains 923 members 
Mstep: Class 40 contains 14024 members 
Mstep: Class 41 contains 60425 members 
Mstep: Class 42 contains 1676 members 
Mstep: Class 43 contains 6432 members 
Mstep: Class 44 contains 3812 members 
Mstep: Class 45 contains 3905 members 
Mstep: Class 46 contains 12704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296224.000000 Penalty: 161575.609375
Iteration 138Q: 47 clusters Score -1.022962e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251915 members 
Mstep: Class 2 contains 8355 members 
Mstep: Class 3 contains 4291 members 
Mstep: Class 4 contains 227188 members 
Mstep: Class 5 contains 97558 members 
Mstep: Class 6 contains 4038 members 
Mstep: Class 7 contains 31433 members 
Mstep: Class 8 contains 92800 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131290 members 
Mstep: Class 11 contains 207265 members 
Mstep: Class 12 contains 1658 members 
Mstep: Class 13 contains 3480 members 
Mstep: Class 14 contains 2498 members 
Mstep: Class 15 contains 43043 members 
Mstep: Class 16 contains 13535 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4965 members 
Mstep: Class 20 contains 2356 members 
Mstep: Class 21 contains 4563 members 
Mstep: Class 22 contains 17970 members 
Mstep: Class 23 contains 39922 members 
Mstep: Class 24 contains 12899 members 
Mstep: Class 25 contains 1735 members 
Mstep: Class 26 contains 4998 members 
Mstep: Class 27 contains 29220 members 
Mstep: Class 28 contains 8481 members 
Mstep: Class 29 contains 5754 members 
Mstep: Class 30 contains 3939 members 
Mstep: Class 31 contains 16733 members 
Mstep: Class 32 contains 4543 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7470 members 
Mstep: Class 35 contains 3360 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 2113 members 
Mstep: Class 38 contains 10234 members 
Mstep: Class 39 contains 927 members 
Mstep: Class 40 contains 14029 members 
Mstep: Class 41 contains 60388 members 
Mstep: Class 42 contains 1676 members 
Mstep: Class 43 contains 6444 members 
Mstep: Class 44 contains 3812 members 
Mstep: Class 45 contains 3939 members 
Mstep: Class 46 contains 12723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296416.000000 Penalty: 161575.609375
Iteration 139Q: 47 clusters Score -1.022964e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251860 members 
Mstep: Class 2 contains 8356 members 
Mstep: Class 3 contains 4290 members 
Mstep: Class 4 contains 227164 members 
Mstep: Class 5 contains 97607 members 
Mstep: Class 6 contains 4038 members 
Mstep: Class 7 contains 31426 members 
Mstep: Class 8 contains 92773 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131343 members 
Mstep: Class 11 contains 207264 members 
Mstep: Class 12 contains 1658 members 
Mstep: Class 13 contains 3479 members 
Mstep: Class 14 contains 2500 members 
Mstep: Class 15 contains 43006 members 
Mstep: Class 16 contains 13535 members 
Mstep: Class 17 contains 4563 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 2358 members 
Mstep: Class 21 contains 4564 members 
Mstep: Class 22 contains 17975 members 
Mstep: Class 23 contains 39942 members 
Mstep: Class 24 contains 12941 members 
Mstep: Class 25 contains 1734 members 
Mstep: Class 26 contains 4999 members 
Mstep: Class 27 contains 29208 members 
Mstep: Class 28 contains 8481 members 
Mstep: Class 29 contains 5754 members 
Mstep: Class 30 contains 3940 members 
Mstep: Class 31 contains 16730 members 
Mstep: Class 32 contains 4508 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7472 members 
Mstep: Class 35 contains 3361 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 2094 members 
Mstep: Class 38 contains 10235 members 
Mstep: Class 39 contains 922 members 
Mstep: Class 40 contains 14029 members 
Mstep: Class 41 contains 60365 members 
Mstep: Class 42 contains 1678 members 
Mstep: Class 43 contains 6455 members 
Mstep: Class 44 contains 3812 members 
Mstep: Class 45 contains 3980 members 
Mstep: Class 46 contains 12741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296448.000000 Penalty: 161575.609375
Iteration 140F: 47 clusters Score -1.022964e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251822 members 
Mstep: Class 2 contains 8356 members 
Mstep: Class 3 contains 4289 members 
Mstep: Class 4 contains 227131 members 
Mstep: Class 5 contains 97665 members 
Mstep: Class 6 contains 4039 members 
Mstep: Class 7 contains 31406 members 
Mstep: Class 8 contains 92751 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131390 members 
Mstep: Class 11 contains 207262 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 13 contains 3479 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 42975 members 
Mstep: Class 16 contains 13535 members 
Mstep: Class 17 contains 4562 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 2355 members 
Mstep: Class 21 contains 4573 members 
Mstep: Class 22 contains 17983 members 
Mstep: Class 23 contains 39970 members 
Mstep: Class 24 contains 12972 members 
Mstep: Class 25 contains 1734 members 
Mstep: Class 26 contains 4999 members 
Mstep: Class 27 contains 29192 members 
Mstep: Class 28 contains 8481 members 
Mstep: Class 29 contains 5754 members 
Mstep: Class 30 contains 3940 members 
Mstep: Class 31 contains 16726 members 
Mstep: Class 32 contains 4470 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7473 members 
Mstep: Class 35 contains 3360 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 2072 members 
Mstep: Class 38 contains 10237 members 
Mstep: Class 39 contains 921 members 
Mstep: Class 40 contains 14036 members 
Mstep: Class 41 contains 60340 members 
Mstep: Class 42 contains 1679 members 
Mstep: Class 43 contains 6463 members 
Mstep: Class 44 contains 3813 members 
Mstep: Class 45 contains 4017 members 
Mstep: Class 46 contains 12761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296736.000000 Penalty: 161575.609375
Iteration 141Q: 47 clusters Score -1.022967e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251788 members 
Mstep: Class 2 contains 8355 members 
Mstep: Class 3 contains 4287 members 
Mstep: Class 4 contains 227098 members 
Mstep: Class 5 contains 97716 members 
Mstep: Class 6 contains 4039 members 
Mstep: Class 7 contains 31387 members 
Mstep: Class 8 contains 92730 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131454 members 
Mstep: Class 11 contains 207258 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 13 contains 3479 members 
Mstep: Class 14 contains 2503 members 
Mstep: Class 15 contains 42952 members 
Mstep: Class 16 contains 13536 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4965 members 
Mstep: Class 20 contains 2342 members 
Mstep: Class 21 contains 4578 members 
Mstep: Class 22 contains 17986 members 
Mstep: Class 23 contains 39996 members 
Mstep: Class 24 contains 12990 members 
Mstep: Class 25 contains 1731 members 
Mstep: Class 26 contains 4999 members 
Mstep: Class 27 contains 29187 members 
Mstep: Class 28 contains 8479 members 
Mstep: Class 29 contains 5754 members 
Mstep: Class 30 contains 3939 members 
Mstep: Class 31 contains 16725 members 
Mstep: Class 32 contains 4438 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7473 members 
Mstep: Class 35 contains 3361 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 2037 members 
Mstep: Class 38 contains 10239 members 
Mstep: Class 39 contains 921 members 
Mstep: Class 40 contains 14056 members 
Mstep: Class 41 contains 60302 members 
Mstep: Class 42 contains 1679 members 
Mstep: Class 43 contains 6470 members 
Mstep: Class 44 contains 3813 members 
Mstep: Class 45 contains 4057 members 
Mstep: Class 46 contains 12785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296896.000000 Penalty: 161575.609375
Iteration 142Q: 47 clusters Score -1.022969e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251773 members 
Mstep: Class 2 contains 8354 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 227064 members 
Mstep: Class 5 contains 97756 members 
Mstep: Class 6 contains 4039 members 
Mstep: Class 7 contains 31386 members 
Mstep: Class 8 contains 92707 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131520 members 
Mstep: Class 11 contains 207251 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 13 contains 3480 members 
Mstep: Class 14 contains 2503 members 
Mstep: Class 15 contains 42934 members 
Mstep: Class 16 contains 13535 members 
Mstep: Class 17 contains 4568 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 2326 members 
Mstep: Class 21 contains 4581 members 
Mstep: Class 22 contains 17995 members 
Mstep: Class 23 contains 40013 members 
Mstep: Class 24 contains 13004 members 
Mstep: Class 25 contains 1730 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 29179 members 
Mstep: Class 28 contains 8478 members 
Mstep: Class 29 contains 5755 members 
Mstep: Class 30 contains 3939 members 
Mstep: Class 31 contains 16722 members 
Mstep: Class 32 contains 4399 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7474 members 
Mstep: Class 35 contains 3362 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 2022 members 
Mstep: Class 38 contains 10241 members 
Mstep: Class 39 contains 921 members 
Mstep: Class 40 contains 14054 members 
Mstep: Class 41 contains 60267 members 
Mstep: Class 42 contains 1680 members 
Mstep: Class 43 contains 6478 members 
Mstep: Class 44 contains 3813 members 
Mstep: Class 45 contains 4089 members 
Mstep: Class 46 contains 12804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297120.000000 Penalty: 161575.609375
Iteration 143Q: 47 clusters Score -1.022971e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251759 members 
Mstep: Class 2 contains 8353 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 227040 members 
Mstep: Class 5 contains 97795 members 
Mstep: Class 6 contains 4041 members 
Mstep: Class 7 contains 31387 members 
Mstep: Class 8 contains 92675 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131591 members 
Mstep: Class 11 contains 207244 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 13 contains 3480 members 
Mstep: Class 14 contains 2503 members 
Mstep: Class 15 contains 42905 members 
Mstep: Class 16 contains 13535 members 
Mstep: Class 17 contains 4572 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 21 contains 4580 members 
Mstep: Class 22 contains 17998 members 
Mstep: Class 23 contains 40031 members 
Mstep: Class 24 contains 13023 members 
Mstep: Class 25 contains 1730 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 29171 members 
Mstep: Class 28 contains 8483 members 
Mstep: Class 29 contains 5755 members 
Mstep: Class 30 contains 3938 members 
Mstep: Class 31 contains 16718 members 
Mstep: Class 32 contains 4370 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7474 members 
Mstep: Class 35 contains 3362 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 2017 members 
Mstep: Class 38 contains 10242 members 
Mstep: Class 39 contains 922 members 
Mstep: Class 40 contains 14051 members 
Mstep: Class 41 contains 60237 members 
Mstep: Class 42 contains 1681 members 
Mstep: Class 43 contains 6488 members 
Mstep: Class 44 contains 3813 members 
Mstep: Class 45 contains 4116 members 
Mstep: Class 46 contains 12808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297152.000000 Penalty: 161575.609375
Iteration 144Q: 47 clusters Score -1.022972e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251732 members 
Mstep: Class 2 contains 8353 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 227018 members 
Mstep: Class 5 contains 97826 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 31384 members 
Mstep: Class 8 contains 92657 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131645 members 
Mstep: Class 11 contains 207242 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 13 contains 3480 members 
Mstep: Class 14 contains 2504 members 
Mstep: Class 15 contains 42878 members 
Mstep: Class 16 contains 13534 members 
Mstep: Class 17 contains 4572 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 2296 members 
Mstep: Class 21 contains 4580 members 
Mstep: Class 22 contains 18000 members 
Mstep: Class 23 contains 40055 members 
Mstep: Class 24 contains 13029 members 
Mstep: Class 25 contains 1730 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 29167 members 
Mstep: Class 28 contains 8483 members 
Mstep: Class 29 contains 5755 members 
Mstep: Class 30 contains 3938 members 
Mstep: Class 31 contains 16713 members 
Mstep: Class 32 contains 4349 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7475 members 
Mstep: Class 35 contains 3362 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 2031 members 
Mstep: Class 38 contains 10246 members 
Mstep: Class 39 contains 923 members 
Mstep: Class 40 contains 14051 members 
Mstep: Class 41 contains 60217 members 
Mstep: Class 42 contains 1681 members 
Mstep: Class 43 contains 6491 members 
Mstep: Class 44 contains 3813 members 
Mstep: Class 45 contains 4133 members 
Mstep: Class 46 contains 12813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297296.000000 Penalty: 161575.609375
Iteration 145Q: 47 clusters Score -1.022973e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251723 members 
Mstep: Class 2 contains 8353 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 226981 members 
Mstep: Class 5 contains 97852 members 
Mstep: Class 6 contains 4039 members 
Mstep: Class 7 contains 31374 members 
Mstep: Class 8 contains 92639 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131687 members 
Mstep: Class 11 contains 207241 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 13 contains 3480 members 
Mstep: Class 14 contains 2505 members 
Mstep: Class 15 contains 42860 members 
Mstep: Class 16 contains 13534 members 
Mstep: Class 17 contains 4573 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4963 members 
Mstep: Class 20 contains 2283 members 
Mstep: Class 21 contains 4582 members 
Mstep: Class 22 contains 17998 members 
Mstep: Class 23 contains 40073 members 
Mstep: Class 24 contains 13039 members 
Mstep: Class 25 contains 1730 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 29165 members 
Mstep: Class 28 contains 8481 members 
Mstep: Class 29 contains 5755 members 
Mstep: Class 30 contains 3937 members 
Mstep: Class 31 contains 16708 members 
Mstep: Class 32 contains 4335 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7479 members 
Mstep: Class 35 contains 3362 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 2040 members 
Mstep: Class 38 contains 10249 members 
Mstep: Class 39 contains 924 members 
Mstep: Class 40 contains 14046 members 
Mstep: Class 41 contains 60202 members 
Mstep: Class 42 contains 1681 members 
Mstep: Class 43 contains 6495 members 
Mstep: Class 44 contains 3813 members 
Mstep: Class 45 contains 4152 members 
Mstep: Class 46 contains 12827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297296.000000 Penalty: 161575.609375
Iteration 146Q: 47 clusters Score -1.022973e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251696 members 
Mstep: Class 2 contains 8353 members 
Mstep: Class 3 contains 4287 members 
Mstep: Class 4 contains 226957 members 
Mstep: Class 5 contains 97886 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 31368 members 
Mstep: Class 8 contains 92617 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131718 members 
Mstep: Class 11 contains 207240 members 
Mstep: Class 12 contains 1655 members 
Mstep: Class 13 contains 3480 members 
Mstep: Class 14 contains 2505 members 
Mstep: Class 15 contains 42841 members 
Mstep: Class 16 contains 13534 members 
Mstep: Class 17 contains 4573 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4961 members 
Mstep: Class 20 contains 2276 members 
Mstep: Class 21 contains 4585 members 
Mstep: Class 22 contains 18003 members 
Mstep: Class 23 contains 40092 members 
Mstep: Class 24 contains 13048 members 
Mstep: Class 25 contains 1730 members 
Mstep: Class 26 contains 5001 members 
Mstep: Class 27 contains 29161 members 
Mstep: Class 28 contains 8481 members 
Mstep: Class 29 contains 5755 members 
Mstep: Class 30 contains 3936 members 
Mstep: Class 31 contains 16705 members 
Mstep: Class 32 contains 4322 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7487 members 
Mstep: Class 35 contains 3362 members 
Mstep: Class 36 contains 1588 members 
Mstep: Class 37 contains 2049 members 
Mstep: Class 38 contains 10252 members 
Mstep: Class 39 contains 925 members 
Mstep: Class 40 contains 14044 members 
Mstep: Class 41 contains 60184 members 
Mstep: Class 42 contains 1681 members 
Mstep: Class 43 contains 6498 members 
Mstep: Class 44 contains 3813 members 
Mstep: Class 45 contains 4164 members 
Mstep: Class 46 contains 12838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297120.000000 Penalty: 161575.609375
Iteration 147Q: 47 clusters Score -1.022971e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251672 members 
Mstep: Class 2 contains 8353 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 226937 members 
Mstep: Class 5 contains 97911 members 
Mstep: Class 6 contains 4041 members 
Mstep: Class 7 contains 31365 members 
Mstep: Class 8 contains 92599 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131756 members 
Mstep: Class 11 contains 207239 members 
Mstep: Class 12 contains 1655 members 
Mstep: Class 13 contains 3479 members 
Mstep: Class 14 contains 2505 members 
Mstep: Class 15 contains 42825 members 
Mstep: Class 16 contains 13534 members 
Mstep: Class 17 contains 4573 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4961 members 
Mstep: Class 20 contains 2265 members 
Mstep: Class 21 contains 4592 members 
Mstep: Class 22 contains 18006 members 
Mstep: Class 23 contains 40112 members 
Mstep: Class 24 contains 13048 members 
Mstep: Class 25 contains 1729 members 
Mstep: Class 26 contains 5001 members 
Mstep: Class 27 contains 29156 members 
Mstep: Class 28 contains 8481 members 
Mstep: Class 29 contains 5755 members 
Mstep: Class 30 contains 3937 members 
Mstep: Class 31 contains 16700 members 
Mstep: Class 32 contains 4304 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7489 members 
Mstep: Class 35 contains 3362 members 
Mstep: Class 36 contains 1588 members 
Mstep: Class 37 contains 2063 members 
Mstep: Class 38 contains 10252 members 
Mstep: Class 39 contains 928 members 
Mstep: Class 40 contains 14039 members 
Mstep: Class 41 contains 60170 members 
Mstep: Class 42 contains 1681 members 
Mstep: Class 43 contains 6501 members 
Mstep: Class 44 contains 3812 members 
Mstep: Class 45 contains 4176 members 
Mstep: Class 46 contains 12851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297168.000000 Penalty: 161575.609375
Iteration 148Q: 47 clusters Score -1.022972e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251651 members 
Mstep: Class 2 contains 8353 members 
Mstep: Class 3 contains 4290 members 
Mstep: Class 4 contains 226926 members 
Mstep: Class 5 contains 97927 members 
Mstep: Class 6 contains 4041 members 
Mstep: Class 7 contains 31354 members 
Mstep: Class 8 contains 92588 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131787 members 
Mstep: Class 11 contains 207236 members 
Mstep: Class 12 contains 1654 members 
Mstep: Class 13 contains 3478 members 
Mstep: Class 14 contains 2505 members 
Mstep: Class 15 contains 42815 members 
Mstep: Class 16 contains 13533 members 
Mstep: Class 17 contains 4572 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4961 members 
Mstep: Class 20 contains 2275 members 
Mstep: Class 21 contains 4599 members 
Mstep: Class 22 contains 18008 members 
Mstep: Class 23 contains 40133 members 
Mstep: Class 24 contains 13052 members 
Mstep: Class 25 contains 1728 members 
Mstep: Class 26 contains 5001 members 
Mstep: Class 27 contains 29152 members 
Mstep: Class 28 contains 8481 members 
Mstep: Class 29 contains 5755 members 
Mstep: Class 30 contains 3937 members 
Mstep: Class 31 contains 16691 members 
Mstep: Class 32 contains 4284 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7492 members 
Mstep: Class 35 contains 3362 members 
Mstep: Class 36 contains 1588 members 
Mstep: Class 37 contains 2078 members 
Mstep: Class 38 contains 10253 members 
Mstep: Class 39 contains 931 members 
Mstep: Class 40 contains 14036 members 
Mstep: Class 41 contains 60147 members 
Mstep: Class 42 contains 1681 members 
Mstep: Class 43 contains 6503 members 
Mstep: Class 44 contains 3812 members 
Mstep: Class 45 contains 4182 members 
Mstep: Class 46 contains 12859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297128.000000 Penalty: 161575.609375
Iteration 149Q: 47 clusters Score -1.022971e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251619 members 
Mstep: Class 2 contains 8353 members 
Mstep: Class 3 contains 4291 members 
Mstep: Class 4 contains 226917 members 
Mstep: Class 5 contains 97945 members 
Mstep: Class 6 contains 4041 members 
Mstep: Class 7 contains 31346 members 
Mstep: Class 8 contains 92576 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131812 members 
Mstep: Class 11 contains 207227 members 
Mstep: Class 12 contains 1654 members 
Mstep: Class 13 contains 3476 members 
Mstep: Class 14 contains 2505 members 
Mstep: Class 15 contains 42803 members 
Mstep: Class 16 contains 13534 members 
Mstep: Class 17 contains 4571 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4960 members 
Mstep: Class 20 contains 2291 members 
Mstep: Class 21 contains 4604 members 
Mstep: Class 22 contains 18016 members 
Mstep: Class 23 contains 40146 members 
Mstep: Class 24 contains 13066 members 
Mstep: Class 25 contains 1728 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 29151 members 
Mstep: Class 28 contains 8480 members 
Mstep: Class 29 contains 5755 members 
Mstep: Class 30 contains 3936 members 
Mstep: Class 31 contains 16688 members 
Mstep: Class 32 contains 4277 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7495 members 
Mstep: Class 35 contains 3362 members 
Mstep: Class 36 contains 1588 members 
Mstep: Class 37 contains 2080 members 
Mstep: Class 38 contains 10252 members 
Mstep: Class 39 contains 932 members 
Mstep: Class 40 contains 14033 members 
Mstep: Class 41 contains 60125 members 
Mstep: Class 42 contains 1681 members 
Mstep: Class 43 contains 6502 members 
Mstep: Class 44 contains 3812 members 
Mstep: Class 45 contains 4188 members 
Mstep: Class 46 contains 12873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297152.000000 Penalty: 161575.609375
Iteration 150Q: 47 clusters Score -1.022972e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251601 members 
Mstep: Class 2 contains 8353 members 
Mstep: Class 3 contains 4291 members 
Mstep: Class 4 contains 226907 members 
Mstep: Class 5 contains 97963 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 31340 members 
Mstep: Class 8 contains 92562 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131832 members 
Mstep: Class 11 contains 207217 members 
Mstep: Class 12 contains 1654 members 
Mstep: Class 13 contains 3476 members 
Mstep: Class 14 contains 2505 members 
Mstep: Class 15 contains 42792 members 
Mstep: Class 16 contains 13535 members 
Mstep: Class 17 contains 4572 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4958 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 4606 members 
Mstep: Class 22 contains 18025 members 
Mstep: Class 23 contains 40159 members 
Mstep: Class 24 contains 13076 members 
Mstep: Class 25 contains 1728 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 29149 members 
Mstep: Class 28 contains 8483 members 
Mstep: Class 29 contains 5755 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 16682 members 
Mstep: Class 32 contains 4273 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7496 members 
Mstep: Class 35 contains 3362 members 
Mstep: Class 36 contains 1588 members 
Mstep: Class 37 contains 2082 members 
Mstep: Class 38 contains 10253 members 
Mstep: Class 39 contains 932 members 
Mstep: Class 40 contains 14037 members 
Mstep: Class 41 contains 60110 members 
Mstep: Class 42 contains 1681 members 
Mstep: Class 43 contains 6502 members 
Mstep: Class 44 contains 3812 members 
Mstep: Class 45 contains 4191 members 
Mstep: Class 46 contains 12874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297064.000000 Penalty: 161575.609375
Iteration 151Q: 47 clusters Score -1.022971e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251583 members 
Mstep: Class 2 contains 8353 members 
Mstep: Class 3 contains 4291 members 
Mstep: Class 4 contains 226898 members 
Mstep: Class 5 contains 97990 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 31334 members 
Mstep: Class 8 contains 92550 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131844 members 
Mstep: Class 11 contains 207208 members 
Mstep: Class 12 contains 1654 members 
Mstep: Class 13 contains 3478 members 
Mstep: Class 14 contains 2505 members 
Mstep: Class 15 contains 42784 members 
Mstep: Class 16 contains 13535 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4958 members 
Mstep: Class 20 contains 2310 members 
Mstep: Class 21 contains 4609 members 
Mstep: Class 22 contains 18032 members 
Mstep: Class 23 contains 40171 members 
Mstep: Class 24 contains 13081 members 
Mstep: Class 25 contains 1728 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 29147 members 
Mstep: Class 28 contains 8482 members 
Mstep: Class 29 contains 5755 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 16676 members 
Mstep: Class 32 contains 4267 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7496 members 
Mstep: Class 35 contains 3362 members 
Mstep: Class 36 contains 1588 members 
Mstep: Class 37 contains 2090 members 
Mstep: Class 38 contains 10255 members 
Mstep: Class 39 contains 932 members 
Mstep: Class 40 contains 14040 members 
Mstep: Class 41 contains 60097 members 
Mstep: Class 42 contains 1681 members 
Mstep: Class 43 contains 6503 members 
Mstep: Class 44 contains 3812 members 
Mstep: Class 45 contains 4190 members 
Mstep: Class 46 contains 12873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297008.000000 Penalty: 161575.609375
Iteration 152Q: 47 clusters Score -1.02297e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251563 members 
Mstep: Class 2 contains 8353 members 
Mstep: Class 3 contains 4291 members 
Mstep: Class 4 contains 226889 members 
Mstep: Class 5 contains 98011 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 31327 members 
Mstep: Class 8 contains 92538 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131860 members 
Mstep: Class 11 contains 207197 members 
Mstep: Class 12 contains 1654 members 
Mstep: Class 13 contains 3479 members 
Mstep: Class 14 contains 2505 members 
Mstep: Class 15 contains 42771 members 
Mstep: Class 16 contains 13535 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 2321 members 
Mstep: Class 21 contains 4613 members 
Mstep: Class 22 contains 18040 members 
Mstep: Class 23 contains 40186 members 
Mstep: Class 24 contains 13087 members 
Mstep: Class 25 contains 1728 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 29146 members 
Mstep: Class 28 contains 8482 members 
Mstep: Class 29 contains 5755 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 16669 members 
Mstep: Class 32 contains 4260 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7496 members 
Mstep: Class 35 contains 3362 members 
Mstep: Class 36 contains 1588 members 
Mstep: Class 37 contains 2095 members 
Mstep: Class 38 contains 10256 members 
Mstep: Class 39 contains 932 members 
Mstep: Class 40 contains 14047 members 
Mstep: Class 41 contains 60083 members 
Mstep: Class 42 contains 1681 members 
Mstep: Class 43 contains 6504 members 
Mstep: Class 44 contains 3812 members 
Mstep: Class 45 contains 4190 members 
Mstep: Class 46 contains 12876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297080.000000 Penalty: 161575.609375
Iteration 153Q: 47 clusters Score -1.022971e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251548 members 
Mstep: Class 2 contains 8353 members 
Mstep: Class 3 contains 4291 members 
Mstep: Class 4 contains 226874 members 
Mstep: Class 5 contains 98021 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 31323 members 
Mstep: Class 8 contains 92530 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131875 members 
Mstep: Class 11 contains 207192 members 
Mstep: Class 12 contains 1654 members 
Mstep: Class 13 contains 3481 members 
Mstep: Class 14 contains 2505 members 
Mstep: Class 15 contains 42756 members 
Mstep: Class 16 contains 13535 members 
Mstep: Class 17 contains 4576 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4958 members 
Mstep: Class 20 contains 2344 members 
Mstep: Class 21 contains 4614 members 
Mstep: Class 22 contains 18046 members 
Mstep: Class 23 contains 40194 members 
Mstep: Class 24 contains 13090 members 
Mstep: Class 25 contains 1728 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 29143 members 
Mstep: Class 28 contains 8480 members 
Mstep: Class 29 contains 5755 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 16666 members 
Mstep: Class 32 contains 4256 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7497 members 
Mstep: Class 35 contains 3362 members 
Mstep: Class 36 contains 1588 members 
Mstep: Class 37 contains 2102 members 
Mstep: Class 38 contains 10256 members 
Mstep: Class 39 contains 931 members 
Mstep: Class 40 contains 14049 members 
Mstep: Class 41 contains 60074 members 
Mstep: Class 42 contains 1681 members 
Mstep: Class 43 contains 6507 members 
Mstep: Class 44 contains 3812 members 
Mstep: Class 45 contains 4191 members 
Mstep: Class 46 contains 12878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297136.000000 Penalty: 161575.609375
Iteration 154Q: 47 clusters Score -1.022971e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251533 members 
Mstep: Class 2 contains 8353 members 
Mstep: Class 3 contains 4291 members 
Mstep: Class 4 contains 226865 members 
Mstep: Class 5 contains 98042 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 31320 members 
Mstep: Class 8 contains 92522 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131885 members 
Mstep: Class 11 contains 207184 members 
Mstep: Class 12 contains 1654 members 
Mstep: Class 13 contains 3481 members 
Mstep: Class 14 contains 2505 members 
Mstep: Class 15 contains 42736 members 
Mstep: Class 16 contains 13534 members 
Mstep: Class 17 contains 4576 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4958 members 
Mstep: Class 20 contains 2355 members 
Mstep: Class 21 contains 4615 members 
Mstep: Class 22 contains 18056 members 
Mstep: Class 23 contains 40202 members 
Mstep: Class 24 contains 13089 members 
Mstep: Class 25 contains 1728 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 29142 members 
Mstep: Class 28 contains 8480 members 
Mstep: Class 29 contains 5755 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 16666 members 
Mstep: Class 32 contains 4253 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7496 members 
Mstep: Class 35 contains 3362 members 
Mstep: Class 36 contains 1588 members 
Mstep: Class 37 contains 2109 members 
Mstep: Class 38 contains 10255 members 
Mstep: Class 39 contains 931 members 
Mstep: Class 40 contains 14056 members 
Mstep: Class 41 contains 60064 members 
Mstep: Class 42 contains 1681 members 
Mstep: Class 43 contains 6512 members 
Mstep: Class 44 contains 3812 members 
Mstep: Class 45 contains 4191 members 
Mstep: Class 46 contains 12879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297232.000000 Penalty: 161575.609375
Iteration 155Q: 47 clusters Score -1.022972e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251507 members 
Mstep: Class 2 contains 8354 members 
Mstep: Class 3 contains 4291 members 
Mstep: Class 4 contains 226850 members 
Mstep: Class 5 contains 98065 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 31314 members 
Mstep: Class 8 contains 92517 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131896 members 
Mstep: Class 11 contains 207179 members 
Mstep: Class 12 contains 1654 members 
Mstep: Class 13 contains 3481 members 
Mstep: Class 14 contains 2505 members 
Mstep: Class 15 contains 42724 members 
Mstep: Class 16 contains 13533 members 
Mstep: Class 17 contains 4576 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4958 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 4616 members 
Mstep: Class 22 contains 18063 members 
Mstep: Class 23 contains 40205 members 
Mstep: Class 24 contains 13097 members 
Mstep: Class 25 contains 1728 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 29140 members 
Mstep: Class 28 contains 8480 members 
Mstep: Class 29 contains 5755 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 16664 members 
Mstep: Class 32 contains 4250 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7497 members 
Mstep: Class 35 contains 3362 members 
Mstep: Class 36 contains 1588 members 
Mstep: Class 37 contains 2111 members 
Mstep: Class 38 contains 10252 members 
Mstep: Class 39 contains 931 members 
Mstep: Class 40 contains 14059 members 
Mstep: Class 41 contains 60057 members 
Mstep: Class 42 contains 1681 members 
Mstep: Class 43 contains 6515 members 
Mstep: Class 44 contains 3812 members 
Mstep: Class 45 contains 4192 members 
Mstep: Class 46 contains 12885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297056.000000 Penalty: 161575.609375
Iteration 156Q: 47 clusters Score -1.022971e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251471 members 
Mstep: Class 2 contains 8354 members 
Mstep: Class 3 contains 4291 members 
Mstep: Class 4 contains 226846 members 
Mstep: Class 5 contains 98082 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 31306 members 
Mstep: Class 8 contains 92511 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131910 members 
Mstep: Class 11 contains 207174 members 
Mstep: Class 12 contains 1654 members 
Mstep: Class 13 contains 3481 members 
Mstep: Class 14 contains 2505 members 
Mstep: Class 15 contains 42715 members 
Mstep: Class 16 contains 13533 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4958 members 
Mstep: Class 20 contains 2402 members 
Mstep: Class 21 contains 4620 members 
Mstep: Class 22 contains 18069 members 
Mstep: Class 23 contains 40210 members 
Mstep: Class 24 contains 13108 members 
Mstep: Class 25 contains 1728 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 29134 members 
Mstep: Class 28 contains 8480 members 
Mstep: Class 29 contains 5755 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 16664 members 
Mstep: Class 32 contains 4241 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7496 members 
Mstep: Class 35 contains 3362 members 
Mstep: Class 36 contains 1588 members 
Mstep: Class 37 contains 2114 members 
Mstep: Class 38 contains 10251 members 
Mstep: Class 39 contains 931 members 
Mstep: Class 40 contains 14054 members 
Mstep: Class 41 contains 60053 members 
Mstep: Class 42 contains 1681 members 
Mstep: Class 43 contains 6516 members 
Mstep: Class 44 contains 3812 members 
Mstep: Class 45 contains 4192 members 
Mstep: Class 46 contains 12889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297056.000000 Penalty: 161575.609375
Iteration 157Q: 47 clusters Score -1.022971e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251448 members 
Mstep: Class 2 contains 8354 members 
Mstep: Class 3 contains 4291 members 
Mstep: Class 4 contains 226836 members 
Mstep: Class 5 contains 98093 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 31307 members 
Mstep: Class 8 contains 92504 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131932 members 
Mstep: Class 11 contains 207171 members 
Mstep: Class 12 contains 1654 members 
Mstep: Class 13 contains 3482 members 
Mstep: Class 14 contains 2505 members 
Mstep: Class 15 contains 42707 members 
Mstep: Class 16 contains 13533 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4958 members 
Mstep: Class 20 contains 2413 members 
Mstep: Class 21 contains 4619 members 
Mstep: Class 22 contains 18073 members 
Mstep: Class 23 contains 40213 members 
Mstep: Class 24 contains 13112 members 
Mstep: Class 25 contains 1728 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 29127 members 
Mstep: Class 28 contains 8480 members 
Mstep: Class 29 contains 5755 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 16664 members 
Mstep: Class 32 contains 4238 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7496 members 
Mstep: Class 35 contains 3362 members 
Mstep: Class 36 contains 1588 members 
Mstep: Class 37 contains 2117 members 
Mstep: Class 38 contains 10249 members 
Mstep: Class 39 contains 931 members 
Mstep: Class 40 contains 14055 members 
Mstep: Class 41 contains 60049 members 
Mstep: Class 42 contains 1681 members 
Mstep: Class 43 contains 6518 members 
Mstep: Class 44 contains 3812 members 
Mstep: Class 45 contains 4192 members 
Mstep: Class 46 contains 12894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297152.000000 Penalty: 161575.609375
Iteration 158Q: 47 clusters Score -1.022972e+08 nChanged 148
Entering ConstructFrom: 
Score: -102297152.000000 Penalty: 161575.609375
Entering ConstructFrom: 
Trying to split cluster 1 (251430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251430 members 
Entering Unmasked Estep 
Score: -18868428.000000 Penalty: 3083.860352
	Iteration 0F: 2 clusters Score -1.886843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125549 members 
Mstep: Class 2 contains 125881 members 
Entering Unmasked Estep 
Score: -18699814.000000 Penalty: 6167.720703
	Iteration 0F: 3 clusters Score -1.869981e+07 nChanged 121540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121203 members 
Mstep: Class 2 contains 130227 members 
Entering Unmasked Estep 
Score: -18772516.000000 Penalty: 6167.720703
	Iteration 1F: 3 clusters Score -1.877252e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118056 members 
Mstep: Class 2 contains 133374 members 
Entering Unmasked Estep 
Score: -18774674.000000 Penalty: 6167.720703
	Iteration 2Q: 3 clusters Score -1.877467e+07 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113207 members 
Mstep: Class 2 contains 138223 members 
Entering Unmasked Estep 
Score: -18778460.000000 Penalty: 6167.720703
	Iteration 3Q: 3 clusters Score -1.877846e+07 nChanged 12862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105773 members 
Mstep: Class 2 contains 145657 members 
Entering Unmasked Estep 
Score: -18784744.000000 Penalty: 6167.720703
	Iteration 4F: 3 clusters Score -1.878474e+07 nChanged 16708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94995 members 
Mstep: Class 2 contains 156435 members 
Entering Unmasked Estep 
Score: -18795340.000000 Penalty: 6167.720703
	Iteration 5F: 3 clusters Score -1.879534e+07 nChanged 19684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81165 members 
Mstep: Class 2 contains 170265 members 
Entering Unmasked Estep 
Score: -18810294.000000 Penalty: 6167.720703
	Iteration 6F: 3 clusters Score -1.881029e+07 nChanged 19800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66717 members 
Mstep: Class 2 contains 184713 members 
Entering Unmasked Estep 
Score: -18827760.000000 Penalty: 6167.720703
	Iteration 7F: 3 clusters Score -1.882776e+07 nChanged 16239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55038 members 
Mstep: Class 2 contains 196392 members 
Entering Unmasked Estep 
Score: -18843818.000000 Penalty: 6167.720703
	Iteration 8F: 3 clusters Score -1.884382e+07 nChanged 11047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 203373 members 
Entering Unmasked Estep 
Score: -18854304.000000 Penalty: 6167.720703
	Iteration 9Q: 3 clusters Score -1.88543e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 207367 members 
Entering Unmasked Estep 
Score: -18860026.000000 Penalty: 6167.720703
	Iteration 10Q: 3 clusters Score -1.886003e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 210090 members 
Entering Unmasked Estep 
Score: -18863096.000000 Penalty: 6167.720703
	Iteration 11Q: 3 clusters Score -1.88631e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 211974 members 
Entering Unmasked Estep 
Score: -18864916.000000 Penalty: 6167.720703
	Iteration 12Q: 3 clusters Score -1.886492e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 213291 members 
Entering Unmasked Estep 
Score: -18865894.000000 Penalty: 6167.720703
	Iteration 13Q: 3 clusters Score -1.886589e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 214367 members 
Entering Unmasked Estep 
Score: -18866536.000000 Penalty: 6167.720703
	Iteration 14Q: 3 clusters Score -1.886654e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 215227 members 
Entering Unmasked Estep 
Score: -18866850.000000 Penalty: 6167.720703
	Iteration 15Q: 3 clusters Score -1.886685e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 216000 members 
Entering Unmasked Estep 
Score: -18867048.000000 Penalty: 6167.720703
	Iteration 16Q: 3 clusters Score -1.886705e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 216660 members 
Entering Unmasked Estep 
Score: -18867078.000000 Penalty: 6167.720703
	Iteration 17Q: 3 clusters Score -1.886708e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 217243 members 
Entering Unmasked Estep 
Score: -18867234.000000 Penalty: 6167.720703
	Iteration 18Q: 3 clusters Score -1.886723e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 217801 members 
Entering Unmasked Estep 
Score: -18867336.000000 Penalty: 6167.720703
	Iteration 19Q: 3 clusters Score -1.886734e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 218321 members 
Entering Unmasked Estep 
Score: -18867412.000000 Penalty: 6167.720703
	Iteration 20F: 3 clusters Score -1.886741e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 218798 members 
Entering Unmasked Estep 
Score: -18867468.000000 Penalty: 6167.720703
	Iteration 21Q: 3 clusters Score -1.886747e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 219240 members 
Entering Unmasked Estep 
Score: -18867568.000000 Penalty: 6167.720703
	Iteration 22Q: 3 clusters Score -1.886757e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 219666 members 
Entering Unmasked Estep 
Score: -18867630.000000 Penalty: 6167.720703
	Iteration 23Q: 3 clusters Score -1.886763e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 220072 members 
Entering Unmasked Estep 
Score: -18867602.000000 Penalty: 6167.720703
	Iteration 24Q: 3 clusters Score -1.88676e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 220464 members 
Entering Unmasked Estep 
Score: -18867570.000000 Penalty: 6167.720703
	Iteration 25Q: 3 clusters Score -1.886757e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 220800 members 
Entering Unmasked Estep 
Score: -18867576.000000 Penalty: 6167.720703
	Iteration 26Q: 3 clusters Score -1.886758e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 221114 members 
Entering Unmasked Estep 
Score: -18867646.000000 Penalty: 6167.720703
	Iteration 27Q: 3 clusters Score -1.886765e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 221438 members 
Entering Unmasked Estep 
Score: -18867658.000000 Penalty: 6167.720703
	Iteration 28Q: 3 clusters Score -1.886766e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 221738 members 
Entering Unmasked Estep 
Score: -18867730.000000 Penalty: 6167.720703
	Iteration 29Q: 3 clusters Score -1.886773e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 222017 members 
Entering Unmasked Estep 
Score: -18867800.000000 Penalty: 6167.720703
	Iteration 30Q: 3 clusters Score -1.88678e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 222263 members 
Entering Unmasked Estep 
Score: -18867840.000000 Penalty: 6167.720703
	Iteration 31Q: 3 clusters Score -1.886784e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 222489 members 
Entering Unmasked Estep 
Score: -18867802.000000 Penalty: 6167.720703
	Iteration 32Q: 3 clusters Score -1.88678e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 222702 members 
Entering Unmasked Estep 
Score: -18867788.000000 Penalty: 6167.720703
	Iteration 33Q: 3 clusters Score -1.886779e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 222915 members 
Entering Unmasked Estep 
Score: -18867816.000000 Penalty: 6167.720703
	Iteration 34Q: 3 clusters Score -1.886782e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 223102 members 
Entering Unmasked Estep 
Score: -18867826.000000 Penalty: 6167.720703
	Iteration 35Q: 3 clusters Score -1.886783e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 223275 members 
Entering Unmasked Estep 
Score: -18867838.000000 Penalty: 6167.720703
	Iteration 36Q: 3 clusters Score -1.886784e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 223446 members 
Entering Unmasked Estep 
Score: -18867858.000000 Penalty: 6167.720703
	Iteration 37Q: 3 clusters Score -1.886786e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 223590 members 
Entering Unmasked Estep 
Score: -18867874.000000 Penalty: 6167.720703
	Iteration 38Q: 3 clusters Score -1.886787e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 223743 members 
Entering Unmasked Estep 
Score: -18867854.000000 Penalty: 6167.720703
	Iteration 39Q: 3 clusters Score -1.886785e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 223882 members 
Entering Unmasked Estep 
Score: -18867846.000000 Penalty: 6167.720703
	Iteration 40F: 3 clusters Score -1.886785e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 224014 members 
Entering Unmasked Estep 
Score: -18867872.000000 Penalty: 6167.720703
	Iteration 41Q: 3 clusters Score -1.886787e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 224121 members 
Entering Unmasked Estep 
Score: -18867892.000000 Penalty: 6167.720703
	Iteration 42Q: 3 clusters Score -1.886789e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 224227 members 
Entering Unmasked Estep 
Score: -18867898.000000 Penalty: 6167.720703
	Iteration 43Q: 3 clusters Score -1.88679e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 224330 members 
Entering Unmasked Estep 
Score: -18867926.000000 Penalty: 6167.720703
	Iteration 44Q: 3 clusters Score -1.886793e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 224432 members 
Entering Unmasked Estep 
Score: -18867904.000000 Penalty: 6167.720703
	Iteration 45Q: 3 clusters Score -1.88679e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 224531 members 
Entering Unmasked Estep 
Score: -18867934.000000 Penalty: 6167.720703
	Iteration 46Q: 3 clusters Score -1.886793e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 224631 members 
Entering Unmasked Estep 
Score: -18867928.000000 Penalty: 6167.720703
	Iteration 47Q: 3 clusters Score -1.886793e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 224709 members 
Entering Unmasked Estep 
Score: -18867952.000000 Penalty: 6167.720703
	Iteration 48Q: 3 clusters Score -1.886795e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 224788 members 
Entering Unmasked Estep 
Score: -18867934.000000 Penalty: 6167.720703
	Iteration 49Q: 3 clusters Score -1.886793e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 224852 members 
Entering Unmasked Estep 
Score: -18867906.000000 Penalty: 6167.720703
	Iteration 50Q: 3 clusters Score -1.886791e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 224919 members 
Entering Unmasked Estep 
Score: -18867892.000000 Penalty: 6167.720703
	Iteration 51Q: 3 clusters Score -1.886789e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 224970 members 
Entering Unmasked Estep 
Score: -18867908.000000 Penalty: 6167.720703
	Iteration 52Q: 3 clusters Score -1.886791e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 225020 members 
Entering Unmasked Estep 
Score: -18867906.000000 Penalty: 6167.720703
	Iteration 53Q: 3 clusters Score -1.886791e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 225067 members 
Entering Unmasked Estep 
Score: -18867908.000000 Penalty: 6167.720703
	Iteration 54Q: 3 clusters Score -1.886791e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 225111 members 
Entering Unmasked Estep 
Score: -18867908.000000 Penalty: 6167.720703
	Iteration 55Q: 3 clusters Score -1.886791e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 225154 members 
Entering Unmasked Estep 
Score: -18867906.000000 Penalty: 6167.720703
	Iteration 56Q: 3 clusters Score -1.886791e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 225204 members 
Entering Unmasked Estep 
Score: -18867908.000000 Penalty: 6167.720703
	Iteration 57Q: 3 clusters Score -1.886791e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 225249 members 
Entering Unmasked Estep 
Score: -18867896.000000 Penalty: 6167.720703
	Iteration 58Q: 3 clusters Score -1.88679e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 225291 members 
Entering Unmasked Estep 
Score: -18867882.000000 Penalty: 6167.720703
	Iteration 59Q: 3 clusters Score -1.886788e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 225334 members 
Entering Unmasked Estep 
Score: -18867866.000000 Penalty: 6167.720703
	Iteration 60F: 3 clusters Score -1.886787e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 225377 members 
Entering Unmasked Estep 
Score: -18867866.000000 Penalty: 6167.720703
	Iteration 61Q: 3 clusters Score -1.886787e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 225416 members 
Entering Unmasked Estep 
Score: -18867858.000000 Penalty: 6167.720703
	Iteration 62Q: 3 clusters Score -1.886786e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 225451 members 
Entering Unmasked Estep 
Score: -18867866.000000 Penalty: 6167.720703
	Iteration 63Q: 3 clusters Score -1.886787e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 225492 members 
Entering Unmasked Estep 
Score: -18867858.000000 Penalty: 6167.720703
	Iteration 64Q: 3 clusters Score -1.886786e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 225524 members 
Entering Unmasked Estep 
Score: -18867872.000000 Penalty: 6167.720703
	Iteration 65Q: 3 clusters Score -1.886787e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 225542 members 
Entering Unmasked Estep 
Score: -18867852.000000 Penalty: 6167.720703
	Iteration 66Q: 3 clusters Score -1.886785e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 225556 members 
Entering Unmasked Estep 
Score: -18867864.000000 Penalty: 6167.720703
	Iteration 67Q: 3 clusters Score -1.886786e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 225572 members 
Entering Unmasked Estep 
Score: -18867858.000000 Penalty: 6167.720703
	Iteration 68Q: 3 clusters Score -1.886786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 225586 members 
Entering Unmasked Estep 
Score: -18867862.000000 Penalty: 6167.720703
	Iteration 69Q: 3 clusters Score -1.886786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 225594 members 
Entering Unmasked Estep 
Score: -18867868.000000 Penalty: 6167.720703
	Iteration 70Q: 3 clusters Score -1.886787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 225600 members 
Entering Unmasked Estep 
Score: -18867864.000000 Penalty: 6167.720703
	Iteration 71Q: 3 clusters Score -1.886786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 225610 members 
Entering Unmasked Estep 
Score: -18867848.000000 Penalty: 6167.720703
	Iteration 72Q: 3 clusters Score -1.886785e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 225624 members 
Entering Unmasked Estep 
Score: -18867846.000000 Penalty: 6167.720703
	Iteration 73Q: 3 clusters Score -1.886785e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 225639 members 
Entering Unmasked Estep 
Score: -18867860.000000 Penalty: 6167.720703
	Iteration 74Q: 3 clusters Score -1.886786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 225647 members 
Entering Unmasked Estep 
Score: -18867866.000000 Penalty: 6167.720703
	Iteration 75Q: 3 clusters Score -1.886787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 225657 members 
Entering Unmasked Estep 
Score: -18867858.000000 Penalty: 6167.720703
	Iteration 76Q: 3 clusters Score -1.886786e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 225668 members 
Entering Unmasked Estep 
Score: -18867860.000000 Penalty: 6167.720703
	Iteration 77Q: 3 clusters Score -1.886786e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 225679 members 
Entering Unmasked Estep 
Score: -18867866.000000 Penalty: 6167.720703
	Iteration 78Q: 3 clusters Score -1.886787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 225687 members 
Entering Unmasked Estep 
Score: -18867876.000000 Penalty: 6167.720703
	Iteration 79Q: 3 clusters Score -1.886788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 225693 members 
Entering Unmasked Estep 
Score: -18867862.000000 Penalty: 6167.720703
	Iteration 80F: 3 clusters Score -1.886786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 225700 members 
Entering Unmasked Estep 
Score: -18867868.000000 Penalty: 6167.720703
	Iteration 81Q: 3 clusters Score -1.886787e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 225714 members 
Entering Unmasked Estep 
Score: -18867844.000000 Penalty: 6167.720703
	Iteration 82Q: 3 clusters Score -1.886784e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 225731 members 
Entering Unmasked Estep 
Score: -18867832.000000 Penalty: 6167.720703
	Iteration 83Q: 3 clusters Score -1.886783e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 225749 members 
Entering Unmasked Estep 
Score: -18867874.000000 Penalty: 6167.720703
	Iteration 84Q: 3 clusters Score -1.886787e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 225772 members 
Entering Unmasked Estep 
Score: -18867868.000000 Penalty: 6167.720703
	Iteration 85Q: 3 clusters Score -1.886787e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 225800 members 
Entering Unmasked Estep 
Score: -18867872.000000 Penalty: 6167.720703
	Iteration 86Q: 3 clusters Score -1.886787e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 225832 members 
Entering Unmasked Estep 
Score: -18867874.000000 Penalty: 6167.720703
	Iteration 87Q: 3 clusters Score -1.886787e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 225862 members 
Entering Unmasked Estep 
Score: -18867884.000000 Penalty: 6167.720703
	Iteration 88Q: 3 clusters Score -1.886788e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 225882 members 
Entering Unmasked Estep 
Score: -18867884.000000 Penalty: 6167.720703
	Iteration 89Q: 3 clusters Score -1.886788e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 225904 members 
Entering Unmasked Estep 
Score: -18867876.000000 Penalty: 6167.720703
	Iteration 90Q: 3 clusters Score -1.886788e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 225929 members 
Entering Unmasked Estep 
Score: -18867882.000000 Penalty: 6167.720703
	Iteration 91Q: 3 clusters Score -1.886788e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 225954 members 
Entering Unmasked Estep 
Score: -18867896.000000 Penalty: 6167.720703
	Iteration 92Q: 3 clusters Score -1.88679e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 225971 members 
Entering Unmasked Estep 
Score: -18867906.000000 Penalty: 6167.720703
	Iteration 93Q: 3 clusters Score -1.886791e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 225987 members 
Entering Unmasked Estep 
Score: -18867910.000000 Penalty: 6167.720703
	Iteration 94Q: 3 clusters Score -1.886791e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 226002 members 
Entering Unmasked Estep 
Score: -18867926.000000 Penalty: 6167.720703
	Iteration 95Q: 3 clusters Score -1.886793e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 226018 members 
Entering Unmasked Estep 
Score: -18867918.000000 Penalty: 6167.720703
	Iteration 96Q: 3 clusters Score -1.886792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 226031 members 
Entering Unmasked Estep 
Score: -18867908.000000 Penalty: 6167.720703
	Iteration 97Q: 3 clusters Score -1.886791e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 226047 members 
Entering Unmasked Estep 
Score: -18867912.000000 Penalty: 6167.720703
	Iteration 98Q: 3 clusters Score -1.886791e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 226064 members 
Entering Unmasked Estep 
Score: -18867900.000000 Penalty: 6167.720703
	Iteration 99Q: 3 clusters Score -1.88679e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 226084 members 
Entering Unmasked Estep 
Score: -18867900.000000 Penalty: 6167.720703
	Iteration 100F: 3 clusters Score -1.88679e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 226099 members 
Entering Unmasked Estep 
Score: -18867886.000000 Penalty: 6167.720703
	Iteration 101Q: 3 clusters Score -1.886789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 226110 members 
Entering Unmasked Estep 
Score: -18867880.000000 Penalty: 6167.720703
	Iteration 102Q: 3 clusters Score -1.886788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 226119 members 
Entering Unmasked Estep 
Score: -18867874.000000 Penalty: 6167.720703
	Iteration 103Q: 3 clusters Score -1.886787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 226130 members 
Entering Unmasked Estep 
Score: -18867856.000000 Penalty: 6167.720703
	Iteration 104Q: 3 clusters Score -1.886786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 226143 members 
Entering Unmasked Estep 
Score: -18867862.000000 Penalty: 6167.720703
	Iteration 105Q: 3 clusters Score -1.886786e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 226158 members 
Entering Unmasked Estep 
Score: -18867876.000000 Penalty: 6167.720703
	Iteration 106Q: 3 clusters Score -1.886788e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 226179 members 
Entering Unmasked Estep 
Score: -18867870.000000 Penalty: 6167.720703
	Iteration 107Q: 3 clusters Score -1.886787e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 226199 members 
Entering Unmasked Estep 
Score: -18867878.000000 Penalty: 6167.720703
	Iteration 108Q: 3 clusters Score -1.886788e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 226223 members 
Entering Unmasked Estep 
Score: -18867878.000000 Penalty: 6167.720703
	Iteration 109Q: 3 clusters Score -1.886788e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 226258 members 
Entering Unmasked Estep 
Score: -18867884.000000 Penalty: 6167.720703
	Iteration 110Q: 3 clusters Score -1.886788e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 226299 members 
Entering Unmasked Estep 
Score: -18867860.000000 Penalty: 6167.720703
	Iteration 111Q: 3 clusters Score -1.886786e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 226357 members 
Entering Unmasked Estep 
Score: -18867874.000000 Penalty: 6167.720703
	Iteration 112Q: 3 clusters Score -1.886787e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 226417 members 
Entering Unmasked Estep 
Score: -18867880.000000 Penalty: 6167.720703
	Iteration 113Q: 3 clusters Score -1.886788e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 226487 members 
Entering Unmasked Estep 
Score: -18867880.000000 Penalty: 6167.720703
	Iteration 114Q: 3 clusters Score -1.886788e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 226573 members 
Entering Unmasked Estep 
Score: -18867888.000000 Penalty: 6167.720703
	Iteration 115Q: 3 clusters Score -1.886789e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 226657 members 
Entering Unmasked Estep 
Score: -18867912.000000 Penalty: 6167.720703
	Iteration 116Q: 3 clusters Score -1.886791e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 226736 members 
Entering Unmasked Estep 
Score: -18867918.000000 Penalty: 6167.720703
	Iteration 117Q: 3 clusters Score -1.886792e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 226813 members 
Entering Unmasked Estep 
Score: -18867908.000000 Penalty: 6167.720703
	Iteration 118Q: 3 clusters Score -1.886791e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 226878 members 
Entering Unmasked Estep 
Score: -18867912.000000 Penalty: 6167.720703
	Iteration 119Q: 3 clusters Score -1.886791e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 226930 members 
Entering Unmasked Estep 
Score: -18867930.000000 Penalty: 6167.720703
	Iteration 120F: 3 clusters Score -1.886793e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 226985 members 
Entering Unmasked Estep 
Score: -18867930.000000 Penalty: 6167.720703
	Iteration 121Q: 3 clusters Score -1.886793e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 227040 members 
Entering Unmasked Estep 
Score: -18867948.000000 Penalty: 6167.720703
	Iteration 122Q: 3 clusters Score -1.886795e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 227083 members 
Entering Unmasked Estep 
Score: -18867928.000000 Penalty: 6167.720703
	Iteration 123Q: 3 clusters Score -1.886793e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 227118 members 
Entering Unmasked Estep 
Score: -18867916.000000 Penalty: 6167.720703
	Iteration 124Q: 3 clusters Score -1.886792e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 227146 members 
Entering Unmasked Estep 
Score: -18867936.000000 Penalty: 6167.720703
	Iteration 125Q: 3 clusters Score -1.886794e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 227171 members 
Entering Unmasked Estep 
Score: -18867918.000000 Penalty: 6167.720703
	Iteration 126Q: 3 clusters Score -1.886792e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 227198 members 
Entering Unmasked Estep 
Score: -18867910.000000 Penalty: 6167.720703
	Iteration 127Q: 3 clusters Score -1.886791e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 227217 members 
Entering Unmasked Estep 
Score: -18867906.000000 Penalty: 6167.720703
	Iteration 128Q: 3 clusters Score -1.886791e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 227246 members 
Entering Unmasked Estep 
Score: -18867944.000000 Penalty: 6167.720703
	Iteration 129Q: 3 clusters Score -1.886794e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 227273 members 
Entering Unmasked Estep 
Score: -18867942.000000 Penalty: 6167.720703
	Iteration 130Q: 3 clusters Score -1.886794e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 227289 members 
Entering Unmasked Estep 
Score: -18867968.000000 Penalty: 6167.720703
	Iteration 131Q: 3 clusters Score -1.886797e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 227305 members 
Entering Unmasked Estep 
Score: -18867960.000000 Penalty: 6167.720703
	Iteration 132Q: 3 clusters Score -1.886796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 227320 members 
Entering Unmasked Estep 
Score: -18867938.000000 Penalty: 6167.720703
	Iteration 133Q: 3 clusters Score -1.886794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 227334 members 
Entering Unmasked Estep 
Score: -18867920.000000 Penalty: 6167.720703
	Iteration 134Q: 3 clusters Score -1.886792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 227342 members 
Entering Unmasked Estep 
Score: -18867924.000000 Penalty: 6167.720703
	Iteration 135Q: 3 clusters Score -1.886792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 227350 members 
Entering Unmasked Estep 
Score: -18867926.000000 Penalty: 6167.720703
	Iteration 136Q: 3 clusters Score -1.886793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 227354 members 
Entering Unmasked Estep 
Score: -18867932.000000 Penalty: 6167.720703
	Iteration 137Q: 3 clusters Score -1.886793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 227358 members 
Entering Unmasked Estep 
Score: -18867930.000000 Penalty: 6167.720703
	Iteration 138Q: 3 clusters Score -1.886793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 227366 members 
Entering Unmasked Estep 
Score: -18867920.000000 Penalty: 6167.720703
	Iteration 139Q: 3 clusters Score -1.886792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 227369 members 
Entering Unmasked Estep 
Score: -18867914.000000 Penalty: 6167.720703
	Iteration 140F: 3 clusters Score -1.886791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 227370 members 
Entering Unmasked Estep 
Score: -18867924.000000 Penalty: 6167.720703
	Iteration 141Q: 3 clusters Score -1.886792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 227372 members 
Entering Unmasked Estep 
Score: -18867922.000000 Penalty: 6167.720703
	Iteration 142Q: 3 clusters Score -1.886792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 227372 members 
Entering Unmasked Estep 
Score: -18867922.000000 Penalty: 6167.720703
	Iteration 143F: 3 clusters Score -1.886792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Entering Unmasked Estep 
Score: -624380.312500 Penalty: 2239.562988
	Iteration 0F: 2 clusters Score -624380.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -617769.125000 Penalty: 4479.125977
	Iteration 0F: 3 clusters Score -617769.1 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -619595.312500 Penalty: 4479.125977
	Iteration 1F: 3 clusters Score -619595.3 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -619843.250000 Penalty: 4479.125977
	Iteration 2F: 3 clusters Score -619843.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -620035.187500 Penalty: 4479.125977
	Iteration 3Q: 3 clusters Score -620035.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -620213.875000 Penalty: 4479.125977
	Iteration 4Q: 3 clusters Score -620213.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -620377.250000 Penalty: 4479.125977
	Iteration 5Q: 3 clusters Score -620377.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -620527.250000 Penalty: 4479.125977
	Iteration 6Q: 3 clusters Score -620527.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -620703.437500 Penalty: 4479.125977
	Iteration 7Q: 3 clusters Score -620703.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -620897.812500 Penalty: 4479.125977
	Iteration 8Q: 3 clusters Score -620897.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -621133.125000 Penalty: 4479.125977
	Iteration 9Q: 3 clusters Score -621133.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -621353.062500 Penalty: 4479.125977
	Iteration 10Q: 3 clusters Score -621353.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -621588.437500 Penalty: 4479.125977
	Iteration 11Q: 3 clusters Score -621588.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -621810.000000 Penalty: 4479.125977
	Iteration 12Q: 3 clusters Score -621810 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -622025.750000 Penalty: 4479.125977
	Iteration 13Q: 3 clusters Score -622025.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -622194.562500 Penalty: 4479.125977
	Iteration 14Q: 3 clusters Score -622194.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -622343.000000 Penalty: 4479.125977
	Iteration 15Q: 3 clusters Score -622343 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -622473.562500 Penalty: 4479.125977
	Iteration 16Q: 3 clusters Score -622473.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -622581.625000 Penalty: 4479.125977
	Iteration 17Q: 3 clusters Score -622581.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -622675.875000 Penalty: 4479.125977
	Iteration 18Q: 3 clusters Score -622675.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -622767.062500 Penalty: 4479.125977
	Iteration 19Q: 3 clusters Score -622767.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -622843.437500 Penalty: 4479.125977
	Iteration 20F: 3 clusters Score -622843.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -622915.312500 Penalty: 4479.125977
	Iteration 21Q: 3 clusters Score -622915.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -622986.500000 Penalty: 4479.125977
	Iteration 22Q: 3 clusters Score -622986.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -623027.000000 Penalty: 4479.125977
	Iteration 23Q: 3 clusters Score -623027 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -623057.687500 Penalty: 4479.125977
	Iteration 24Q: 3 clusters Score -623057.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -623078.437500 Penalty: 4479.125977
	Iteration 25Q: 3 clusters Score -623078.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -623089.125000 Penalty: 4479.125977
	Iteration 26Q: 3 clusters Score -623089.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -623098.562500 Penalty: 4479.125977
	Iteration 27Q: 3 clusters Score -623098.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -623102.437500 Penalty: 4479.125977
	Iteration 28Q: 3 clusters Score -623102.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -623106.375000 Penalty: 4479.125977
	Iteration 29Q: 3 clusters Score -623106.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -623109.437500 Penalty: 4479.125977
	Iteration 30Q: 3 clusters Score -623109.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -623112.687500 Penalty: 4479.125977
	Iteration 31Q: 3 clusters Score -623112.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -623114.750000 Penalty: 4479.125977
	Iteration 32Q: 3 clusters Score -623114.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -623116.187500 Penalty: 4479.125977
	Iteration 33Q: 3 clusters Score -623116.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -623116.687500 Penalty: 4479.125977
	Iteration 34Q: 3 clusters Score -623116.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -623119.437500 Penalty: 4479.125977
	Iteration 35Q: 3 clusters Score -623119.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -623119.750000 Penalty: 4479.125977
	Iteration 36Q: 3 clusters Score -623119.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -623120.500000 Penalty: 4479.125977
	Iteration 37Q: 3 clusters Score -623120.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -623119.625000 Penalty: 4479.125977
	Iteration 38Q: 3 clusters Score -623119.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -623120.625000 Penalty: 4479.125977
	Iteration 39Q: 3 clusters Score -623120.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -623123.812500 Penalty: 4479.125977
	Iteration 40F: 3 clusters Score -623123.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -623124.062500 Penalty: 4479.125977
	Iteration 41Q: 3 clusters Score -623124.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -623127.312500 Penalty: 4479.125977
	Iteration 42Q: 3 clusters Score -623127.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -623127.937500 Penalty: 4479.125977
	Iteration 43Q: 3 clusters Score -623127.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -623128.875000 Penalty: 4479.125977
	Iteration 44Q: 3 clusters Score -623128.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -623129.375000 Penalty: 4479.125977
	Iteration 45Q: 3 clusters Score -623129.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -623129.937500 Penalty: 4479.125977
	Iteration 46Q: 3 clusters Score -623129.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -623129.625000 Penalty: 4479.125977
	Iteration 47Q: 3 clusters Score -623129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -623131.125000 Penalty: 4479.125977
	Iteration 48Q: 3 clusters Score -623131.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -623130.625000 Penalty: 4479.125977
	Iteration 49Q: 3 clusters Score -623130.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -623131.750000 Penalty: 4479.125977
	Iteration 50Q: 3 clusters Score -623131.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -623131.750000 Penalty: 4479.125977
	Iteration 51F: 3 clusters Score -623131.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -319059.593750 Penalty: 2074.340088
	Iteration 0F: 2 clusters Score -319059.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -314950.375000 Penalty: 4148.680176
	Iteration 0F: 3 clusters Score -314950.4 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -315888.156250 Penalty: 4148.680176
	Iteration 1F: 3 clusters Score -315888.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -316112.812500 Penalty: 4148.680176
	Iteration 2F: 3 clusters Score -316112.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -316257.343750 Penalty: 4148.680176
	Iteration 3F: 3 clusters Score -316257.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -316361.187500 Penalty: 4148.680176
	Iteration 4Q: 3 clusters Score -316361.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -316440.625000 Penalty: 4148.680176
	Iteration 5Q: 3 clusters Score -316440.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -316521.218750 Penalty: 4148.680176
	Iteration 6Q: 3 clusters Score -316521.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -316588.437500 Penalty: 4148.680176
	Iteration 7Q: 3 clusters Score -316588.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -316655.625000 Penalty: 4148.680176
	Iteration 8Q: 3 clusters Score -316655.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -316707.718750 Penalty: 4148.680176
	Iteration 9Q: 3 clusters Score -316707.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -316747.531250 Penalty: 4148.680176
	Iteration 10Q: 3 clusters Score -316747.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -316772.500000 Penalty: 4148.680176
	Iteration 11Q: 3 clusters Score -316772.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -316788.218750 Penalty: 4148.680176
	Iteration 12Q: 3 clusters Score -316788.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -316803.468750 Penalty: 4148.680176
	Iteration 13Q: 3 clusters Score -316803.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -316814.593750 Penalty: 4148.680176
	Iteration 14Q: 3 clusters Score -316814.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -316828.062500 Penalty: 4148.680176
	Iteration 15Q: 3 clusters Score -316828.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -316841.312500 Penalty: 4148.680176
	Iteration 16Q: 3 clusters Score -316841.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -316852.468750 Penalty: 4148.680176
	Iteration 17Q: 3 clusters Score -316852.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -316867.000000 Penalty: 4148.680176
	Iteration 18Q: 3 clusters Score -316867 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -316880.000000 Penalty: 4148.680176
	Iteration 19Q: 3 clusters Score -316880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -316889.687500 Penalty: 4148.680176
	Iteration 20F: 3 clusters Score -316889.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -316902.187500 Penalty: 4148.680176
	Iteration 21Q: 3 clusters Score -316902.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -316915.375000 Penalty: 4148.680176
	Iteration 22Q: 3 clusters Score -316915.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -316931.187500 Penalty: 4148.680176
	Iteration 23Q: 3 clusters Score -316931.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -316951.250000 Penalty: 4148.680176
	Iteration 24Q: 3 clusters Score -316951.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -316972.250000 Penalty: 4148.680176
	Iteration 25Q: 3 clusters Score -316972.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -316993.406250 Penalty: 4148.680176
	Iteration 26Q: 3 clusters Score -316993.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -317014.375000 Penalty: 4148.680176
	Iteration 27Q: 3 clusters Score -317014.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -317044.031250 Penalty: 4148.680176
	Iteration 28Q: 3 clusters Score -317044 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -317068.312500 Penalty: 4148.680176
	Iteration 29Q: 3 clusters Score -317068.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -317103.031250 Penalty: 4148.680176
	Iteration 30Q: 3 clusters Score -317103 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -317143.718750 Penalty: 4148.680176
	Iteration 31Q: 3 clusters Score -317143.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -317178.875000 Penalty: 4148.680176
	Iteration 32Q: 3 clusters Score -317178.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -317224.531250 Penalty: 4148.680176
	Iteration 33Q: 3 clusters Score -317224.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -317271.468750 Penalty: 4148.680176
	Iteration 34Q: 3 clusters Score -317271.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -317322.593750 Penalty: 4148.680176
	Iteration 35Q: 3 clusters Score -317322.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -317375.531250 Penalty: 4148.680176
	Iteration 36Q: 3 clusters Score -317375.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -317426.437500 Penalty: 4148.680176
	Iteration 37Q: 3 clusters Score -317426.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -317488.656250 Penalty: 4148.680176
	Iteration 38Q: 3 clusters Score -317488.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -317544.000000 Penalty: 4148.680176
	Iteration 39Q: 3 clusters Score -317544 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -317594.437500 Penalty: 4148.680176
	Iteration 40F: 3 clusters Score -317594.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -317619.875000 Penalty: 4148.680176
	Iteration 41Q: 3 clusters Score -317619.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -317635.562500 Penalty: 4148.680176
	Iteration 42Q: 3 clusters Score -317635.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -317646.875000 Penalty: 4148.680176
	Iteration 43Q: 3 clusters Score -317646.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -317659.687500 Penalty: 4148.680176
	Iteration 44Q: 3 clusters Score -317659.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -317671.125000 Penalty: 4148.680176
	Iteration 45Q: 3 clusters Score -317671.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -317680.468750 Penalty: 4148.680176
	Iteration 46Q: 3 clusters Score -317680.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -317690.937500 Penalty: 4148.680176
	Iteration 47Q: 3 clusters Score -317690.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -317705.218750 Penalty: 4148.680176
	Iteration 48Q: 3 clusters Score -317705.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -317717.031250 Penalty: 4148.680176
	Iteration 49Q: 3 clusters Score -317717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -317722.062500 Penalty: 4148.680176
	Iteration 50Q: 3 clusters Score -317722.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -317724.531250 Penalty: 4148.680176
	Iteration 51Q: 3 clusters Score -317724.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -317726.968750 Penalty: 4148.680176
	Iteration 52Q: 3 clusters Score -317727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -317731.000000 Penalty: 4148.680176
	Iteration 53Q: 3 clusters Score -317731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -317735.406250 Penalty: 4148.680176
	Iteration 54Q: 3 clusters Score -317735.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -317737.843750 Penalty: 4148.680176
	Iteration 55Q: 3 clusters Score -317737.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -317739.750000 Penalty: 4148.680176
	Iteration 56Q: 3 clusters Score -317739.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -317742.812500 Penalty: 4148.680176
	Iteration 57Q: 3 clusters Score -317742.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -317743.875000 Penalty: 4148.680176
	Iteration 58Q: 3 clusters Score -317743.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -317746.875000 Penalty: 4148.680176
	Iteration 59Q: 3 clusters Score -317746.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -317750.781250 Penalty: 4148.680176
	Iteration 60F: 3 clusters Score -317750.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -317754.375000 Penalty: 4148.680176
	Iteration 61Q: 3 clusters Score -317754.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -317756.687500 Penalty: 4148.680176
	Iteration 62Q: 3 clusters Score -317756.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -317757.750000 Penalty: 4148.680176
	Iteration 63Q: 3 clusters Score -317757.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -317759.031250 Penalty: 4148.680176
	Iteration 64Q: 3 clusters Score -317759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -317761.000000 Penalty: 4148.680176
	Iteration 65Q: 3 clusters Score -317761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -317761.781250 Penalty: 4148.680176
	Iteration 66Q: 3 clusters Score -317761.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -317763.562500 Penalty: 4148.680176
	Iteration 67Q: 3 clusters Score -317763.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -317766.843750 Penalty: 4148.680176
	Iteration 68Q: 3 clusters Score -317766.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -317769.250000 Penalty: 4148.680176
	Iteration 69Q: 3 clusters Score -317769.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -317769.156250 Penalty: 4148.680176
	Iteration 70Q: 3 clusters Score -317769.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -317769.156250 Penalty: 4148.680176
	Iteration 71F: 3 clusters Score -317769.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (226824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226824 members 
Entering Unmasked Estep 
Score: -17404742.000000 Penalty: 3058.318359
	Iteration 0F: 2 clusters Score -1.740474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113486 members 
Mstep: Class 2 contains 113338 members 
Entering Unmasked Estep 
Score: -17252338.000000 Penalty: 6116.636719
	Iteration 0F: 3 clusters Score -1.725234e+07 nChanged 109480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113390 members 
Mstep: Class 2 contains 113434 members 
Entering Unmasked Estep 
Score: -17316842.000000 Penalty: 6116.636719
	Iteration 1F: 3 clusters Score -1.731684e+07 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113569 members 
Mstep: Class 2 contains 113255 members 
Entering Unmasked Estep 
Score: -17318262.000000 Penalty: 6116.636719
	Iteration 2Q: 3 clusters Score -1.731826e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113874 members 
Mstep: Class 2 contains 112950 members 
Entering Unmasked Estep 
Score: -17319696.000000 Penalty: 6116.636719
	Iteration 3Q: 3 clusters Score -1.73197e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114498 members 
Mstep: Class 2 contains 112326 members 
Entering Unmasked Estep 
Score: -17321166.000000 Penalty: 6116.636719
	Iteration 4Q: 3 clusters Score -1.732117e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115558 members 
Mstep: Class 2 contains 111266 members 
Entering Unmasked Estep 
Score: -17323206.000000 Penalty: 6116.636719
	Iteration 5Q: 3 clusters Score -1.732321e+07 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117197 members 
Mstep: Class 2 contains 109627 members 
Entering Unmasked Estep 
Score: -17325980.000000 Penalty: 6116.636719
	Iteration 6Q: 3 clusters Score -1.732598e+07 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119703 members 
Mstep: Class 2 contains 107121 members 
Entering Unmasked Estep 
Score: -17329918.000000 Penalty: 6116.636719
	Iteration 7Q: 3 clusters Score -1.732992e+07 nChanged 11032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123051 members 
Mstep: Class 2 contains 103773 members 
Entering Unmasked Estep 
Score: -17335988.000000 Penalty: 6116.636719
	Iteration 8Q: 3 clusters Score -1.733599e+07 nChanged 13224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126829 members 
Mstep: Class 2 contains 99995 members 
Entering Unmasked Estep 
Score: -17345118.000000 Penalty: 6116.636719
	Iteration 9F: 3 clusters Score -1.734512e+07 nChanged 14185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130370 members 
Mstep: Class 2 contains 96454 members 
Entering Unmasked Estep 
Score: -17355674.000000 Penalty: 6116.636719
	Iteration 10F: 3 clusters Score -1.735567e+07 nChanged 12297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132983 members 
Mstep: Class 2 contains 93841 members 
Entering Unmasked Estep 
Score: -17362108.000000 Penalty: 6116.636719
	Iteration 11F: 3 clusters Score -1.736211e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135045 members 
Mstep: Class 2 contains 91779 members 
Entering Unmasked Estep 
Score: -17364338.000000 Penalty: 6116.636719
	Iteration 12Q: 3 clusters Score -1.736434e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137230 members 
Mstep: Class 2 contains 89594 members 
Entering Unmasked Estep 
Score: -17365058.000000 Penalty: 6116.636719
	Iteration 13Q: 3 clusters Score -1.736506e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139476 members 
Mstep: Class 2 contains 87348 members 
Entering Unmasked Estep 
Score: -17365526.000000 Penalty: 6116.636719
	Iteration 14Q: 3 clusters Score -1.736553e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141876 members 
Mstep: Class 2 contains 84948 members 
Entering Unmasked Estep 
Score: -17366042.000000 Penalty: 6116.636719
	Iteration 15Q: 3 clusters Score -1.736604e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144457 members 
Mstep: Class 2 contains 82367 members 
Entering Unmasked Estep 
Score: -17366588.000000 Penalty: 6116.636719
	Iteration 16Q: 3 clusters Score -1.736659e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147242 members 
Mstep: Class 2 contains 79582 members 
Entering Unmasked Estep 
Score: -17367118.000000 Penalty: 6116.636719
	Iteration 17Q: 3 clusters Score -1.736712e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150232 members 
Mstep: Class 2 contains 76592 members 
Entering Unmasked Estep 
Score: -17367808.000000 Penalty: 6116.636719
	Iteration 18Q: 3 clusters Score -1.736781e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153429 members 
Mstep: Class 2 contains 73395 members 
Entering Unmasked Estep 
Score: -17368552.000000 Penalty: 6116.636719
	Iteration 19Q: 3 clusters Score -1.736855e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156836 members 
Mstep: Class 2 contains 69988 members 
Entering Unmasked Estep 
Score: -17369426.000000 Penalty: 6116.636719
	Iteration 20F: 3 clusters Score -1.736943e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160432 members 
Mstep: Class 2 contains 66392 members 
Entering Unmasked Estep 
Score: -17370342.000000 Penalty: 6116.636719
	Iteration 21Q: 3 clusters Score -1.737034e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164311 members 
Mstep: Class 2 contains 62513 members 
Entering Unmasked Estep 
Score: -17371388.000000 Penalty: 6116.636719
	Iteration 22Q: 3 clusters Score -1.737139e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168471 members 
Mstep: Class 2 contains 58353 members 
Entering Unmasked Estep 
Score: -17372792.000000 Penalty: 6116.636719
	Iteration 23Q: 3 clusters Score -1.737279e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172824 members 
Mstep: Class 2 contains 54000 members 
Entering Unmasked Estep 
Score: -17374418.000000 Penalty: 6116.636719
	Iteration 24Q: 3 clusters Score -1.737442e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177358 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -17376138.000000 Penalty: 6116.636719
	Iteration 25Q: 3 clusters Score -1.737614e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181933 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -17377952.000000 Penalty: 6116.636719
	Iteration 26Q: 3 clusters Score -1.737795e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186565 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -17379940.000000 Penalty: 6116.636719
	Iteration 27Q: 3 clusters Score -1.737994e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191147 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -17382048.000000 Penalty: 6116.636719
	Iteration 28Q: 3 clusters Score -1.738205e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195562 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -17384182.000000 Penalty: 6116.636719
	Iteration 29Q: 3 clusters Score -1.738418e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199789 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -17386422.000000 Penalty: 6116.636719
	Iteration 30Q: 3 clusters Score -1.738642e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203910 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -17388880.000000 Penalty: 6116.636719
	Iteration 31Q: 3 clusters Score -1.738888e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207722 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -17391100.000000 Penalty: 6116.636719
	Iteration 32Q: 3 clusters Score -1.73911e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211223 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -17393364.000000 Penalty: 6116.636719
	Iteration 33Q: 3 clusters Score -1.739336e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214186 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -17395228.000000 Penalty: 6116.636719
	Iteration 34Q: 3 clusters Score -1.739523e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216763 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -17397032.000000 Penalty: 6116.636719
	Iteration 35Q: 3 clusters Score -1.739703e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218832 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -17398376.000000 Penalty: 6116.636719
	Iteration 36Q: 3 clusters Score -1.739838e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220400 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -17399564.000000 Penalty: 6116.636719
	Iteration 37Q: 3 clusters Score -1.739956e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221575 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -17400334.000000 Penalty: 6116.636719
	Iteration 38Q: 3 clusters Score -1.740033e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222424 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -17400946.000000 Penalty: 6116.636719
	Iteration 39Q: 3 clusters Score -1.740095e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223054 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -17401466.000000 Penalty: 6116.636719
	Iteration 40F: 3 clusters Score -1.740147e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223540 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -17401776.000000 Penalty: 6116.636719
	Iteration 41Q: 3 clusters Score -1.740178e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223883 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -17401934.000000 Penalty: 6116.636719
	Iteration 42Q: 3 clusters Score -1.740193e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224157 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -17402076.000000 Penalty: 6116.636719
	Iteration 43Q: 3 clusters Score -1.740208e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224345 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -17402180.000000 Penalty: 6116.636719
	Iteration 44Q: 3 clusters Score -1.740218e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224523 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -17402238.000000 Penalty: 6116.636719
	Iteration 45Q: 3 clusters Score -1.740224e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224660 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -17402290.000000 Penalty: 6116.636719
	Iteration 46Q: 3 clusters Score -1.740229e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224768 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -17402364.000000 Penalty: 6116.636719
	Iteration 47Q: 3 clusters Score -1.740236e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224855 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -17402398.000000 Penalty: 6116.636719
	Iteration 48Q: 3 clusters Score -1.74024e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224909 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -17402414.000000 Penalty: 6116.636719
	Iteration 49Q: 3 clusters Score -1.740241e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224965 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -17402452.000000 Penalty: 6116.636719
	Iteration 50Q: 3 clusters Score -1.740245e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225006 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -17402446.000000 Penalty: 6116.636719
	Iteration 51Q: 3 clusters Score -1.740245e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225042 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -17402478.000000 Penalty: 6116.636719
	Iteration 52Q: 3 clusters Score -1.740248e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225070 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -17402494.000000 Penalty: 6116.636719
	Iteration 53Q: 3 clusters Score -1.740249e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225099 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -17402496.000000 Penalty: 6116.636719
	Iteration 54Q: 3 clusters Score -1.74025e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225124 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -17402514.000000 Penalty: 6116.636719
	Iteration 55Q: 3 clusters Score -1.740251e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225146 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -17402526.000000 Penalty: 6116.636719
	Iteration 56Q: 3 clusters Score -1.740253e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225163 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -17402524.000000 Penalty: 6116.636719
	Iteration 57Q: 3 clusters Score -1.740252e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225173 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -17402526.000000 Penalty: 6116.636719
	Iteration 58Q: 3 clusters Score -1.740253e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225182 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -17402538.000000 Penalty: 6116.636719
	Iteration 59Q: 3 clusters Score -1.740254e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225192 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -17402560.000000 Penalty: 6116.636719
	Iteration 60F: 3 clusters Score -1.740256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225200 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -17402552.000000 Penalty: 6116.636719
	Iteration 61Q: 3 clusters Score -1.740255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225206 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -17402554.000000 Penalty: 6116.636719
	Iteration 62Q: 3 clusters Score -1.740255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225208 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -17402560.000000 Penalty: 6116.636719
	Iteration 63Q: 3 clusters Score -1.740256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225212 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -17402560.000000 Penalty: 6116.636719
	Iteration 64Q: 3 clusters Score -1.740256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225215 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -17402554.000000 Penalty: 6116.636719
	Iteration 65Q: 3 clusters Score -1.740255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225219 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -17402560.000000 Penalty: 6116.636719
	Iteration 66Q: 3 clusters Score -1.740256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225224 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -17402550.000000 Penalty: 6116.636719
	Iteration 67Q: 3 clusters Score -1.740255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225227 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -17402540.000000 Penalty: 6116.636719
	Iteration 68Q: 3 clusters Score -1.740254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225230 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -17402554.000000 Penalty: 6116.636719
	Iteration 69Q: 3 clusters Score -1.740255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225233 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -17402558.000000 Penalty: 6116.636719
	Iteration 70Q: 3 clusters Score -1.740256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225238 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -17402556.000000 Penalty: 6116.636719
	Iteration 71Q: 3 clusters Score -1.740256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225244 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -17402562.000000 Penalty: 6116.636719
	Iteration 72Q: 3 clusters Score -1.740256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225251 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -17402560.000000 Penalty: 6116.636719
	Iteration 73Q: 3 clusters Score -1.740256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225256 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -17402562.000000 Penalty: 6116.636719
	Iteration 74Q: 3 clusters Score -1.740256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225264 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -17402564.000000 Penalty: 6116.636719
	Iteration 75Q: 3 clusters Score -1.740256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225267 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -17402580.000000 Penalty: 6116.636719
	Iteration 76Q: 3 clusters Score -1.740258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225269 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -17402578.000000 Penalty: 6116.636719
	Iteration 77Q: 3 clusters Score -1.740258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225269 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -17402578.000000 Penalty: 6116.636719
	Iteration 78F: 3 clusters Score -1.740258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (98105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98105 members 
Entering Unmasked Estep 
Score: -7511608.500000 Penalty: 2850.460693
	Iteration 0F: 2 clusters Score -7511608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 49355 members 
Entering Unmasked Estep 
Score: -7445867.500000 Penalty: 5700.921387
	Iteration 0F: 3 clusters Score -7445868 nChanged 46478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -7472626.500000 Penalty: 5700.921387
	Iteration 1F: 3 clusters Score -7472626 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -7473445.500000 Penalty: 5700.921387
	Iteration 2Q: 3 clusters Score -7473446 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -7474678.500000 Penalty: 5700.921387
	Iteration 3Q: 3 clusters Score -7474678 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 60969 members 
Entering Unmasked Estep 
Score: -7476603.000000 Penalty: 5700.921387
	Iteration 4Q: 3 clusters Score -7476603 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 66803 members 
Entering Unmasked Estep 
Score: -7480137.500000 Penalty: 5700.921387
	Iteration 5F: 3 clusters Score -7480138 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 74738 members 
Entering Unmasked Estep 
Score: -7486427.000000 Penalty: 5700.921387
	Iteration 6F: 3 clusters Score -7486427 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 83855 members 
Entering Unmasked Estep 
Score: -7495015.500000 Penalty: 5700.921387
	Iteration 7F: 3 clusters Score -7495016 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 91597 members 
Entering Unmasked Estep 
Score: -7502816.000000 Penalty: 5700.921387
	Iteration 8F: 3 clusters Score -7502816 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 95835 members 
Entering Unmasked Estep 
Score: -7506973.500000 Penalty: 5700.921387
	Iteration 9Q: 3 clusters Score -7506974 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 97340 members 
Entering Unmasked Estep 
Score: -7508422.000000 Penalty: 5700.921387
	Iteration 10Q: 3 clusters Score -7508422 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 97714 members 
Entering Unmasked Estep 
Score: -7508856.000000 Penalty: 5700.921387
	Iteration 11Q: 3 clusters Score -7508856 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 97811 members 
Entering Unmasked Estep 
Score: -7509007.500000 Penalty: 5700.921387
	Iteration 12Q: 3 clusters Score -7509008 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 97828 members 
Entering Unmasked Estep 
Score: -7509086.500000 Penalty: 5700.921387
	Iteration 13Q: 3 clusters Score -7509086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 97835 members 
Entering Unmasked Estep 
Score: -7509130.000000 Penalty: 5700.921387
	Iteration 14Q: 3 clusters Score -7509130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 97847 members 
Entering Unmasked Estep 
Score: -7509143.500000 Penalty: 5700.921387
	Iteration 15Q: 3 clusters Score -7509144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 97850 members 
Entering Unmasked Estep 
Score: -7509159.000000 Penalty: 5700.921387
	Iteration 16Q: 3 clusters Score -7509159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 97851 members 
Entering Unmasked Estep 
Score: -7509176.500000 Penalty: 5700.921387
	Iteration 17Q: 3 clusters Score -7509176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 97856 members 
Entering Unmasked Estep 
Score: -7509181.500000 Penalty: 5700.921387
	Iteration 18Q: 3 clusters Score -7509182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 97857 members 
Entering Unmasked Estep 
Score: -7509184.000000 Penalty: 5700.921387
	Iteration 19Q: 3 clusters Score -7509184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 97857 members 
Entering Unmasked Estep 
Score: -7509192.500000 Penalty: 5700.921387
	Iteration 20F: 3 clusters Score -7509192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 97858 members 
Entering Unmasked Estep 
Score: -7509202.000000 Penalty: 5700.921387
	Iteration 21Q: 3 clusters Score -7509202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 97859 members 
Entering Unmasked Estep 
Score: -7509198.000000 Penalty: 5700.921387
	Iteration 22Q: 3 clusters Score -7509198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 97858 members 
Entering Unmasked Estep 
Score: -7509204.500000 Penalty: 5700.921387
	Iteration 23Q: 3 clusters Score -7509204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 97858 members 
Entering Unmasked Estep 
Score: -7509204.500000 Penalty: 5700.921387
	Iteration 24F: 3 clusters Score -7509204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Entering Unmasked Estep 
Score: -284688.218750 Penalty: 2059.392090
	Iteration 0F: 2 clusters Score -284688.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -280839.875000 Penalty: 4118.784180
	Iteration 0F: 3 clusters Score -280839.9 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -281893.812500 Penalty: 4118.784180
	Iteration 1F: 3 clusters Score -281893.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -282268.750000 Penalty: 4118.784180
	Iteration 2F: 3 clusters Score -282268.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -282558.031250 Penalty: 4118.784180
	Iteration 3F: 3 clusters Score -282558 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -282799.906250 Penalty: 4118.784180
	Iteration 4F: 3 clusters Score -282799.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -283034.281250 Penalty: 4118.784180
	Iteration 5F: 3 clusters Score -283034.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -283276.281250 Penalty: 4118.784180
	Iteration 6F: 3 clusters Score -283276.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -283495.718750 Penalty: 4118.784180
	Iteration 7Q: 3 clusters Score -283495.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -283683.031250 Penalty: 4118.784180
	Iteration 8Q: 3 clusters Score -283683 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -283863.375000 Penalty: 4118.784180
	Iteration 9Q: 3 clusters Score -283863.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -283989.406250 Penalty: 4118.784180
	Iteration 10Q: 3 clusters Score -283989.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -284063.062500 Penalty: 4118.784180
	Iteration 11Q: 3 clusters Score -284063.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -284114.875000 Penalty: 4118.784180
	Iteration 12Q: 3 clusters Score -284114.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -284150.156250 Penalty: 4118.784180
	Iteration 13Q: 3 clusters Score -284150.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -284165.281250 Penalty: 4118.784180
	Iteration 14Q: 3 clusters Score -284165.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -284174.093750 Penalty: 4118.784180
	Iteration 15Q: 3 clusters Score -284174.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -284181.875000 Penalty: 4118.784180
	Iteration 16Q: 3 clusters Score -284181.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -284186.500000 Penalty: 4118.784180
	Iteration 17Q: 3 clusters Score -284186.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -284189.968750 Penalty: 4118.784180
	Iteration 18Q: 3 clusters Score -284190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -284192.718750 Penalty: 4118.784180
	Iteration 19Q: 3 clusters Score -284192.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -284193.781250 Penalty: 4118.784180
	Iteration 20F: 3 clusters Score -284193.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -284193.843750 Penalty: 4118.784180
	Iteration 21Q: 3 clusters Score -284193.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -284193.843750 Penalty: 4118.784180
	Iteration 22F: 3 clusters Score -284193.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Entering Unmasked Estep 
Score: -2059414.375000 Penalty: 2567.172363
	Iteration 0F: 2 clusters Score -2059414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2038048.500000 Penalty: 5134.344727
	Iteration 0F: 3 clusters Score -2038048 nChanged 14002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2045678.375000 Penalty: 5134.344727
	Iteration 1F: 3 clusters Score -2045678 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2046230.500000 Penalty: 5134.344727
	Iteration 2Q: 3 clusters Score -2046230 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2046822.875000 Penalty: 5134.344727
	Iteration 3Q: 3 clusters Score -2046823 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2047486.500000 Penalty: 5134.344727
	Iteration 4Q: 3 clusters Score -2047486 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2048314.750000 Penalty: 5134.344727
	Iteration 5F: 3 clusters Score -2048315 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -2049462.875000 Penalty: 5134.344727
	Iteration 6F: 3 clusters Score -2049463 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -2050916.250000 Penalty: 5134.344727
	Iteration 7F: 3 clusters Score -2050916 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -2052561.000000 Penalty: 5134.344727
	Iteration 8F: 3 clusters Score -2052561 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -2054005.125000 Penalty: 5134.344727
	Iteration 9F: 3 clusters Score -2054005 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -2055185.375000 Penalty: 5134.344727
	Iteration 10Q: 3 clusters Score -2055185 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -2055972.375000 Penalty: 5134.344727
	Iteration 11Q: 3 clusters Score -2055972 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -2056440.750000 Penalty: 5134.344727
	Iteration 12Q: 3 clusters Score -2056441 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -2056713.125000 Penalty: 5134.344727
	Iteration 13Q: 3 clusters Score -2056713 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -2056889.375000 Penalty: 5134.344727
	Iteration 14Q: 3 clusters Score -2056889 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -2056989.875000 Penalty: 5134.344727
	Iteration 15Q: 3 clusters Score -2056990 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -2057047.500000 Penalty: 5134.344727
	Iteration 16Q: 3 clusters Score -2057048 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -2057100.375000 Penalty: 5134.344727
	Iteration 17Q: 3 clusters Score -2057100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -2057130.250000 Penalty: 5134.344727
	Iteration 18Q: 3 clusters Score -2057130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -2057143.875000 Penalty: 5134.344727
	Iteration 19Q: 3 clusters Score -2057144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -2057163.500000 Penalty: 5134.344727
	Iteration 20F: 3 clusters Score -2057164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -2057173.000000 Penalty: 5134.344727
	Iteration 21Q: 3 clusters Score -2057173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -2057182.625000 Penalty: 5134.344727
	Iteration 22Q: 3 clusters Score -2057183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -2057192.375000 Penalty: 5134.344727
	Iteration 23Q: 3 clusters Score -2057192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -2057197.250000 Penalty: 5134.344727
	Iteration 24Q: 3 clusters Score -2057197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -2057202.125000 Penalty: 5134.344727
	Iteration 25Q: 3 clusters Score -2057202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -2057204.125000 Penalty: 5134.344727
	Iteration 26Q: 3 clusters Score -2057204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -2057207.625000 Penalty: 5134.344727
	Iteration 27Q: 3 clusters Score -2057208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -2057209.125000 Penalty: 5134.344727
	Iteration 28Q: 3 clusters Score -2057209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -2057209.125000 Penalty: 5134.344727
	Iteration 29F: 3 clusters Score -2057209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (92495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92495 members 
Entering Unmasked Estep 
Score: -7036089.000000 Penalty: 2835.857666
	Iteration 0F: 2 clusters Score -7036089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -6974076.500000 Penalty: 5671.715332
	Iteration 0F: 3 clusters Score -6974076 nChanged 43678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -6998926.500000 Penalty: 5671.715332
	Iteration 1F: 3 clusters Score -6998926 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -6999479.500000 Penalty: 5671.715332
	Iteration 2Q: 3 clusters Score -6999480 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -7000117.500000 Penalty: 5671.715332
	Iteration 3Q: 3 clusters Score -7000118 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -7000570.500000 Penalty: 5671.715332
	Iteration 4Q: 3 clusters Score -7000570 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -7001191.000000 Penalty: 5671.715332
	Iteration 5Q: 3 clusters Score -7001191 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -7001788.500000 Penalty: 5671.715332
	Iteration 6Q: 3 clusters Score -7001788 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 44730 members 
Entering Unmasked Estep 
Score: -7002508.500000 Penalty: 5671.715332
	Iteration 7Q: 3 clusters Score -7002508 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -7003480.500000 Penalty: 5671.715332
	Iteration 8Q: 3 clusters Score -7003480 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49769 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -7004962.000000 Penalty: 5671.715332
	Iteration 9Q: 3 clusters Score -7004962 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -7006882.500000 Penalty: 5671.715332
	Iteration 10Q: 3 clusters Score -7006882 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -7009170.000000 Penalty: 5671.715332
	Iteration 11Q: 3 clusters Score -7009170 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -7011695.000000 Penalty: 5671.715332
	Iteration 12Q: 3 clusters Score -7011695 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56516 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -7014333.500000 Penalty: 5671.715332
	Iteration 13F: 3 clusters Score -7014334 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58002 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -7016538.000000 Penalty: 5671.715332
	Iteration 14Q: 3 clusters Score -7016538 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59142 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -7017875.500000 Penalty: 5671.715332
	Iteration 15Q: 3 clusters Score -7017876 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60194 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -7018590.000000 Penalty: 5671.715332
	Iteration 16Q: 3 clusters Score -7018590 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -7019050.500000 Penalty: 5671.715332
	Iteration 17Q: 3 clusters Score -7019050 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62354 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -7019462.000000 Penalty: 5671.715332
	Iteration 18Q: 3 clusters Score -7019462 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63499 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -7019774.500000 Penalty: 5671.715332
	Iteration 19Q: 3 clusters Score -7019774 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64704 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -7020167.500000 Penalty: 5671.715332
	Iteration 20F: 3 clusters Score -7020168 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -7020605.000000 Penalty: 5671.715332
	Iteration 21Q: 3 clusters Score -7020605 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67309 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -7021024.000000 Penalty: 5671.715332
	Iteration 22Q: 3 clusters Score -7021024 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68639 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -7021482.500000 Penalty: 5671.715332
	Iteration 23Q: 3 clusters Score -7021482 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70089 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -7021945.000000 Penalty: 5671.715332
	Iteration 24Q: 3 clusters Score -7021945 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71663 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -7022535.500000 Penalty: 5671.715332
	Iteration 25Q: 3 clusters Score -7022536 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73314 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -7023185.500000 Penalty: 5671.715332
	Iteration 26Q: 3 clusters Score -7023186 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75082 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -7023979.000000 Penalty: 5671.715332
	Iteration 27Q: 3 clusters Score -7023979 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76854 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -7024817.500000 Penalty: 5671.715332
	Iteration 28Q: 3 clusters Score -7024818 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78629 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -7025700.500000 Penalty: 5671.715332
	Iteration 29Q: 3 clusters Score -7025700 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80428 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -7026656.500000 Penalty: 5671.715332
	Iteration 30Q: 3 clusters Score -7026656 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82210 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -7027611.000000 Penalty: 5671.715332
	Iteration 31Q: 3 clusters Score -7027611 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83891 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -7028636.000000 Penalty: 5671.715332
	Iteration 32Q: 3 clusters Score -7028636 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85457 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -7029601.000000 Penalty: 5671.715332
	Iteration 33Q: 3 clusters Score -7029601 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86836 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -7030434.000000 Penalty: 5671.715332
	Iteration 34Q: 3 clusters Score -7030434 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88018 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -7031179.000000 Penalty: 5671.715332
	Iteration 35Q: 3 clusters Score -7031179 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88974 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -7031763.500000 Penalty: 5671.715332
	Iteration 36Q: 3 clusters Score -7031764 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89743 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -7032283.500000 Penalty: 5671.715332
	Iteration 37Q: 3 clusters Score -7032284 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90352 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -7032670.000000 Penalty: 5671.715332
	Iteration 38Q: 3 clusters Score -7032670 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90788 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -7032982.000000 Penalty: 5671.715332
	Iteration 39Q: 3 clusters Score -7032982 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91094 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -7033200.500000 Penalty: 5671.715332
	Iteration 40F: 3 clusters Score -7033200 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91317 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7033351.500000 Penalty: 5671.715332
	Iteration 41Q: 3 clusters Score -7033352 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91461 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7033448.000000 Penalty: 5671.715332
	Iteration 42Q: 3 clusters Score -7033448 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91561 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7033516.000000 Penalty: 5671.715332
	Iteration 43Q: 3 clusters Score -7033516 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91635 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7033567.500000 Penalty: 5671.715332
	Iteration 44Q: 3 clusters Score -7033568 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91691 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7033609.500000 Penalty: 5671.715332
	Iteration 45Q: 3 clusters Score -7033610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91735 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -7033645.000000 Penalty: 5671.715332
	Iteration 46Q: 3 clusters Score -7033645 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91765 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7033661.500000 Penalty: 5671.715332
	Iteration 47Q: 3 clusters Score -7033662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91793 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7033686.500000 Penalty: 5671.715332
	Iteration 48Q: 3 clusters Score -7033686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91814 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7033695.500000 Penalty: 5671.715332
	Iteration 49Q: 3 clusters Score -7033696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91836 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7033714.500000 Penalty: 5671.715332
	Iteration 50Q: 3 clusters Score -7033714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91849 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7033723.500000 Penalty: 5671.715332
	Iteration 51Q: 3 clusters Score -7033724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91859 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7033735.000000 Penalty: 5671.715332
	Iteration 52Q: 3 clusters Score -7033735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91865 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -7033742.500000 Penalty: 5671.715332
	Iteration 53Q: 3 clusters Score -7033742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91869 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7033742.500000 Penalty: 5671.715332
	Iteration 54Q: 3 clusters Score -7033742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91871 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7033750.500000 Penalty: 5671.715332
	Iteration 55Q: 3 clusters Score -7033750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91871 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7033750.000000 Penalty: 5671.715332
	Iteration 56Q: 3 clusters Score -7033750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91871 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7033750.000000 Penalty: 5671.715332
	Iteration 57F: 3 clusters Score -7033750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -39579.433594 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -39579.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -38008.796875 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -38008.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -38234.035156 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -38234.04 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -38315.785156 Penalty: 3140.425049
	Iteration 2F: 3 clusters Score -38315.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -38336.890625 Penalty: 3140.425049
	Iteration 3Q: 3 clusters Score -38336.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -38341.281250 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -38341.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -38341.281250 Penalty: 3140.425049
	Iteration 5F: 3 clusters Score -38341.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (131944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131944 members 
Entering Unmasked Estep 
Score: -10076409.000000 Penalty: 2923.952881
	Iteration 0F: 2 clusters Score -1.007641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66046 members 
Mstep: Class 2 contains 65898 members 
Entering Unmasked Estep 
Score: -9988231.000000 Penalty: 5847.905762
	Iteration 0F: 3 clusters Score -9988231 nChanged 62800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66504 members 
Mstep: Class 2 contains 65440 members 
Entering Unmasked Estep 
Score: -10023760.000000 Penalty: 5847.905762
	Iteration 1F: 3 clusters Score -1.002376e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66786 members 
Mstep: Class 2 contains 65158 members 
Entering Unmasked Estep 
Score: -10024468.000000 Penalty: 5847.905762
	Iteration 2Q: 3 clusters Score -1.002447e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67346 members 
Mstep: Class 2 contains 64598 members 
Entering Unmasked Estep 
Score: -10025320.000000 Penalty: 5847.905762
	Iteration 3Q: 3 clusters Score -1.002532e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68376 members 
Mstep: Class 2 contains 63568 members 
Entering Unmasked Estep 
Score: -10026193.000000 Penalty: 5847.905762
	Iteration 4Q: 3 clusters Score -1.002619e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69902 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -10027318.000000 Penalty: 5847.905762
	Iteration 5Q: 3 clusters Score -1.002732e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72144 members 
Mstep: Class 2 contains 59800 members 
Entering Unmasked Estep 
Score: -10028737.000000 Penalty: 5847.905762
	Iteration 6Q: 3 clusters Score -1.002874e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75268 members 
Mstep: Class 2 contains 56676 members 
Entering Unmasked Estep 
Score: -10030664.000000 Penalty: 5847.905762
	Iteration 7Q: 3 clusters Score -1.003066e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79610 members 
Mstep: Class 2 contains 52334 members 
Entering Unmasked Estep 
Score: -10033542.000000 Penalty: 5847.905762
	Iteration 8Q: 3 clusters Score -1.003354e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85433 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -10037772.000000 Penalty: 5847.905762
	Iteration 9F: 3 clusters Score -1.003777e+07 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92516 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -10043708.000000 Penalty: 5847.905762
	Iteration 10F: 3 clusters Score -1.004371e+07 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99875 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -10050411.000000 Penalty: 5847.905762
	Iteration 11F: 3 clusters Score -1.005041e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106525 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -10056813.000000 Penalty: 5847.905762
	Iteration 12F: 3 clusters Score -1.005681e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111609 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -10061716.000000 Penalty: 5847.905762
	Iteration 13Q: 3 clusters Score -1.006172e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115191 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -10064859.000000 Penalty: 5847.905762
	Iteration 14Q: 3 clusters Score -1.006486e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117788 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -10066879.000000 Penalty: 5847.905762
	Iteration 15Q: 3 clusters Score -1.006688e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119829 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -10068228.000000 Penalty: 5847.905762
	Iteration 16Q: 3 clusters Score -1.006823e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121534 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -10069249.000000 Penalty: 5847.905762
	Iteration 17Q: 3 clusters Score -1.006925e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122995 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -10070049.000000 Penalty: 5847.905762
	Iteration 18Q: 3 clusters Score -1.007005e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124271 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -10070756.000000 Penalty: 5847.905762
	Iteration 19Q: 3 clusters Score -1.007076e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125387 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -10071353.000000 Penalty: 5847.905762
	Iteration 20F: 3 clusters Score -1.007135e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126325 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -10071759.000000 Penalty: 5847.905762
	Iteration 21Q: 3 clusters Score -1.007176e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127182 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -10072153.000000 Penalty: 5847.905762
	Iteration 22Q: 3 clusters Score -1.007215e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127896 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -10072523.000000 Penalty: 5847.905762
	Iteration 23Q: 3 clusters Score -1.007252e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128491 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -10072842.000000 Penalty: 5847.905762
	Iteration 24Q: 3 clusters Score -1.007284e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128986 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -10073064.000000 Penalty: 5847.905762
	Iteration 25Q: 3 clusters Score -1.007306e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129396 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -10073244.000000 Penalty: 5847.905762
	Iteration 26Q: 3 clusters Score -1.007324e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129720 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -10073416.000000 Penalty: 5847.905762
	Iteration 27Q: 3 clusters Score -1.007342e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129952 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -10073494.000000 Penalty: 5847.905762
	Iteration 28Q: 3 clusters Score -1.007349e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130134 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -10073591.000000 Penalty: 5847.905762
	Iteration 29Q: 3 clusters Score -1.007359e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130291 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -10073654.000000 Penalty: 5847.905762
	Iteration 30Q: 3 clusters Score -1.007365e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130428 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -10073726.000000 Penalty: 5847.905762
	Iteration 31Q: 3 clusters Score -1.007373e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130540 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -10073757.000000 Penalty: 5847.905762
	Iteration 32Q: 3 clusters Score -1.007376e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130638 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -10073791.000000 Penalty: 5847.905762
	Iteration 33Q: 3 clusters Score -1.007379e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130708 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -10073833.000000 Penalty: 5847.905762
	Iteration 34Q: 3 clusters Score -1.007383e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130768 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -10073876.000000 Penalty: 5847.905762
	Iteration 35Q: 3 clusters Score -1.007388e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130817 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -10073905.000000 Penalty: 5847.905762
	Iteration 36Q: 3 clusters Score -1.00739e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130851 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -10073902.000000 Penalty: 5847.905762
	Iteration 37Q: 3 clusters Score -1.00739e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130877 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -10073933.000000 Penalty: 5847.905762
	Iteration 38Q: 3 clusters Score -1.007393e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130908 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -10073945.000000 Penalty: 5847.905762
	Iteration 39Q: 3 clusters Score -1.007394e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130936 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -10073964.000000 Penalty: 5847.905762
	Iteration 40F: 3 clusters Score -1.007396e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130956 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -10073991.000000 Penalty: 5847.905762
	Iteration 41Q: 3 clusters Score -1.007399e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130972 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -10073988.000000 Penalty: 5847.905762
	Iteration 42Q: 3 clusters Score -1.007399e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130989 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -10073998.000000 Penalty: 5847.905762
	Iteration 43Q: 3 clusters Score -1.0074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130999 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -10074007.000000 Penalty: 5847.905762
	Iteration 44Q: 3 clusters Score -1.007401e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131006 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -10074013.000000 Penalty: 5847.905762
	Iteration 45Q: 3 clusters Score -1.007401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131010 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -10074021.000000 Penalty: 5847.905762
	Iteration 46Q: 3 clusters Score -1.007402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131016 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -10074021.000000 Penalty: 5847.905762
	Iteration 47Q: 3 clusters Score -1.007402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131018 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -10074019.000000 Penalty: 5847.905762
	Iteration 48Q: 3 clusters Score -1.007402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131021 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -10074028.000000 Penalty: 5847.905762
	Iteration 49Q: 3 clusters Score -1.007403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131025 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -10074032.000000 Penalty: 5847.905762
	Iteration 50Q: 3 clusters Score -1.007403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131028 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10074032.000000 Penalty: 5847.905762
	Iteration 51Q: 3 clusters Score -1.007403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131029 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -10074039.000000 Penalty: 5847.905762
	Iteration 52Q: 3 clusters Score -1.007404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131029 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -10074041.000000 Penalty: 5847.905762
	Iteration 53Q: 3 clusters Score -1.007404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131031 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -10074035.000000 Penalty: 5847.905762
	Iteration 54Q: 3 clusters Score -1.007404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131032 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -10074032.000000 Penalty: 5847.905762
	Iteration 55Q: 3 clusters Score -1.007403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131033 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -10074044.000000 Penalty: 5847.905762
	Iteration 56Q: 3 clusters Score -1.007404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131038 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -10074057.000000 Penalty: 5847.905762
	Iteration 57Q: 3 clusters Score -1.007406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131041 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -10074048.000000 Penalty: 5847.905762
	Iteration 58Q: 3 clusters Score -1.007405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131046 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -10074054.000000 Penalty: 5847.905762
	Iteration 59Q: 3 clusters Score -1.007405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131049 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -10074054.000000 Penalty: 5847.905762
	Iteration 60F: 3 clusters Score -1.007405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131054 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -10074057.000000 Penalty: 5847.905762
	Iteration 61Q: 3 clusters Score -1.007406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131056 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -10074067.000000 Penalty: 5847.905762
	Iteration 62Q: 3 clusters Score -1.007407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131061 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -10074065.000000 Penalty: 5847.905762
	Iteration 63Q: 3 clusters Score -1.007406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131062 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -10074071.000000 Penalty: 5847.905762
	Iteration 64Q: 3 clusters Score -1.007407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131064 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -10074070.000000 Penalty: 5847.905762
	Iteration 65Q: 3 clusters Score -1.007407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131065 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10074076.000000 Penalty: 5847.905762
	Iteration 66Q: 3 clusters Score -1.007408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131067 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -10074074.000000 Penalty: 5847.905762
	Iteration 67Q: 3 clusters Score -1.007407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131069 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -10074075.000000 Penalty: 5847.905762
	Iteration 68Q: 3 clusters Score -1.007408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131070 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -10074073.000000 Penalty: 5847.905762
	Iteration 69Q: 3 clusters Score -1.007407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131070 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -10074073.000000 Penalty: 5847.905762
	Iteration 70F: 3 clusters Score -1.007407e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (207167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207167 members 
Entering Unmasked Estep 
Score: -15495931.000000 Penalty: 3035.837646
	Iteration 0F: 2 clusters Score -1.549593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103658 members 
Mstep: Class 2 contains 103509 members 
Entering Unmasked Estep 
Score: -15356776.000000 Penalty: 6071.675293
	Iteration 0F: 3 clusters Score -1.535678e+07 nChanged 99916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104140 members 
Mstep: Class 2 contains 103027 members 
Entering Unmasked Estep 
Score: -15416150.000000 Penalty: 6071.675293
	Iteration 1F: 3 clusters Score -1.541615e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104294 members 
Mstep: Class 2 contains 102873 members 
Entering Unmasked Estep 
Score: -15418320.000000 Penalty: 6071.675293
	Iteration 2Q: 3 clusters Score -1.541832e+07 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104297 members 
Mstep: Class 2 contains 102870 members 
Entering Unmasked Estep 
Score: -15421255.000000 Penalty: 6071.675293
	Iteration 3Q: 3 clusters Score -1.542126e+07 nChanged 9226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104057 members 
Mstep: Class 2 contains 103110 members 
Entering Unmasked Estep 
Score: -15425391.000000 Penalty: 6071.675293
	Iteration 4Q: 3 clusters Score -1.542539e+07 nChanged 10649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103572 members 
Mstep: Class 2 contains 103595 members 
Entering Unmasked Estep 
Score: -15430746.000000 Penalty: 6071.675293
	Iteration 5F: 3 clusters Score -1.543075e+07 nChanged 11644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103066 members 
Mstep: Class 2 contains 104101 members 
Entering Unmasked Estep 
Score: -15436997.000000 Penalty: 6071.675293
	Iteration 6F: 3 clusters Score -1.5437e+07 nChanged 12311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102511 members 
Mstep: Class 2 contains 104656 members 
Entering Unmasked Estep 
Score: -15444873.000000 Penalty: 6071.675293
	Iteration 7F: 3 clusters Score -1.544487e+07 nChanged 12289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102412 members 
Mstep: Class 2 contains 104755 members 
Entering Unmasked Estep 
Score: -15452886.000000 Penalty: 6071.675293
	Iteration 8F: 3 clusters Score -1.545289e+07 nChanged 10864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102464 members 
Mstep: Class 2 contains 104703 members 
Entering Unmasked Estep 
Score: -15458815.000000 Penalty: 6071.675293
	Iteration 9F: 3 clusters Score -1.545882e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102517 members 
Mstep: Class 2 contains 104650 members 
Entering Unmasked Estep 
Score: -15461750.000000 Penalty: 6071.675293
	Iteration 10Q: 3 clusters Score -1.546175e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102506 members 
Mstep: Class 2 contains 104661 members 
Entering Unmasked Estep 
Score: -15463063.000000 Penalty: 6071.675293
	Iteration 11Q: 3 clusters Score -1.546306e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102458 members 
Mstep: Class 2 contains 104709 members 
Entering Unmasked Estep 
Score: -15463908.000000 Penalty: 6071.675293
	Iteration 12Q: 3 clusters Score -1.546391e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102447 members 
Mstep: Class 2 contains 104720 members 
Entering Unmasked Estep 
Score: -15464591.000000 Penalty: 6071.675293
	Iteration 13Q: 3 clusters Score -1.546459e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102479 members 
Mstep: Class 2 contains 104688 members 
Entering Unmasked Estep 
Score: -15465293.000000 Penalty: 6071.675293
	Iteration 14Q: 3 clusters Score -1.546529e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102527 members 
Mstep: Class 2 contains 104640 members 
Entering Unmasked Estep 
Score: -15466000.000000 Penalty: 6071.675293
	Iteration 15Q: 3 clusters Score -1.5466e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102661 members 
Mstep: Class 2 contains 104506 members 
Entering Unmasked Estep 
Score: -15466590.000000 Penalty: 6071.675293
	Iteration 16Q: 3 clusters Score -1.546659e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102775 members 
Mstep: Class 2 contains 104392 members 
Entering Unmasked Estep 
Score: -15467207.000000 Penalty: 6071.675293
	Iteration 17Q: 3 clusters Score -1.546721e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102962 members 
Mstep: Class 2 contains 104205 members 
Entering Unmasked Estep 
Score: -15467817.000000 Penalty: 6071.675293
	Iteration 18Q: 3 clusters Score -1.546782e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103156 members 
Mstep: Class 2 contains 104011 members 
Entering Unmasked Estep 
Score: -15468418.000000 Penalty: 6071.675293
	Iteration 19Q: 3 clusters Score -1.546842e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103367 members 
Mstep: Class 2 contains 103800 members 
Entering Unmasked Estep 
Score: -15468946.000000 Penalty: 6071.675293
	Iteration 20F: 3 clusters Score -1.546895e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103559 members 
Mstep: Class 2 contains 103608 members 
Entering Unmasked Estep 
Score: -15469454.000000 Penalty: 6071.675293
	Iteration 21Q: 3 clusters Score -1.546945e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103827 members 
Mstep: Class 2 contains 103340 members 
Entering Unmasked Estep 
Score: -15469990.000000 Penalty: 6071.675293
	Iteration 22Q: 3 clusters Score -1.546999e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104158 members 
Mstep: Class 2 contains 103009 members 
Entering Unmasked Estep 
Score: -15470383.000000 Penalty: 6071.675293
	Iteration 23Q: 3 clusters Score -1.547038e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104580 members 
Mstep: Class 2 contains 102587 members 
Entering Unmasked Estep 
Score: -15470782.000000 Penalty: 6071.675293
	Iteration 24Q: 3 clusters Score -1.547078e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104984 members 
Mstep: Class 2 contains 102183 members 
Entering Unmasked Estep 
Score: -15471059.000000 Penalty: 6071.675293
	Iteration 25Q: 3 clusters Score -1.547106e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105499 members 
Mstep: Class 2 contains 101668 members 
Entering Unmasked Estep 
Score: -15471316.000000 Penalty: 6071.675293
	Iteration 26Q: 3 clusters Score -1.547132e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105988 members 
Mstep: Class 2 contains 101179 members 
Entering Unmasked Estep 
Score: -15471501.000000 Penalty: 6071.675293
	Iteration 27Q: 3 clusters Score -1.54715e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106528 members 
Mstep: Class 2 contains 100639 members 
Entering Unmasked Estep 
Score: -15471739.000000 Penalty: 6071.675293
	Iteration 28Q: 3 clusters Score -1.547174e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107087 members 
Mstep: Class 2 contains 100080 members 
Entering Unmasked Estep 
Score: -15471907.000000 Penalty: 6071.675293
	Iteration 29Q: 3 clusters Score -1.547191e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107661 members 
Mstep: Class 2 contains 99506 members 
Entering Unmasked Estep 
Score: -15472142.000000 Penalty: 6071.675293
	Iteration 30Q: 3 clusters Score -1.547214e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108201 members 
Mstep: Class 2 contains 98966 members 
Entering Unmasked Estep 
Score: -15472239.000000 Penalty: 6071.675293
	Iteration 31Q: 3 clusters Score -1.547224e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108822 members 
Mstep: Class 2 contains 98345 members 
Entering Unmasked Estep 
Score: -15472269.000000 Penalty: 6071.675293
	Iteration 32Q: 3 clusters Score -1.547227e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109507 members 
Mstep: Class 2 contains 97660 members 
Entering Unmasked Estep 
Score: -15472377.000000 Penalty: 6071.675293
	Iteration 33Q: 3 clusters Score -1.547238e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110190 members 
Mstep: Class 2 contains 96977 members 
Entering Unmasked Estep 
Score: -15472482.000000 Penalty: 6071.675293
	Iteration 34Q: 3 clusters Score -1.547248e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110886 members 
Mstep: Class 2 contains 96281 members 
Entering Unmasked Estep 
Score: -15472556.000000 Penalty: 6071.675293
	Iteration 35Q: 3 clusters Score -1.547256e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111613 members 
Mstep: Class 2 contains 95554 members 
Entering Unmasked Estep 
Score: -15472659.000000 Penalty: 6071.675293
	Iteration 36Q: 3 clusters Score -1.547266e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112292 members 
Mstep: Class 2 contains 94875 members 
Entering Unmasked Estep 
Score: -15472666.000000 Penalty: 6071.675293
	Iteration 37Q: 3 clusters Score -1.547267e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112969 members 
Mstep: Class 2 contains 94198 members 
Entering Unmasked Estep 
Score: -15472703.000000 Penalty: 6071.675293
	Iteration 38Q: 3 clusters Score -1.54727e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113684 members 
Mstep: Class 2 contains 93483 members 
Entering Unmasked Estep 
Score: -15472709.000000 Penalty: 6071.675293
	Iteration 39Q: 3 clusters Score -1.547271e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114390 members 
Mstep: Class 2 contains 92777 members 
Entering Unmasked Estep 
Score: -15472807.000000 Penalty: 6071.675293
	Iteration 40F: 3 clusters Score -1.547281e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115091 members 
Mstep: Class 2 contains 92076 members 
Entering Unmasked Estep 
Score: -15472872.000000 Penalty: 6071.675293
	Iteration 41Q: 3 clusters Score -1.547287e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115841 members 
Mstep: Class 2 contains 91326 members 
Entering Unmasked Estep 
Score: -15472965.000000 Penalty: 6071.675293
	Iteration 42Q: 3 clusters Score -1.547296e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116644 members 
Mstep: Class 2 contains 90523 members 
Entering Unmasked Estep 
Score: -15472966.000000 Penalty: 6071.675293
	Iteration 43Q: 3 clusters Score -1.547297e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117481 members 
Mstep: Class 2 contains 89686 members 
Entering Unmasked Estep 
Score: -15473045.000000 Penalty: 6071.675293
	Iteration 44Q: 3 clusters Score -1.547304e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118337 members 
Mstep: Class 2 contains 88830 members 
Entering Unmasked Estep 
Score: -15473135.000000 Penalty: 6071.675293
	Iteration 45Q: 3 clusters Score -1.547314e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119230 members 
Mstep: Class 2 contains 87937 members 
Entering Unmasked Estep 
Score: -15473206.000000 Penalty: 6071.675293
	Iteration 46Q: 3 clusters Score -1.547321e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120130 members 
Mstep: Class 2 contains 87037 members 
Entering Unmasked Estep 
Score: -15473353.000000 Penalty: 6071.675293
	Iteration 47Q: 3 clusters Score -1.547335e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121004 members 
Mstep: Class 2 contains 86163 members 
Entering Unmasked Estep 
Score: -15473425.000000 Penalty: 6071.675293
	Iteration 48Q: 3 clusters Score -1.547342e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121869 members 
Mstep: Class 2 contains 85298 members 
Entering Unmasked Estep 
Score: -15473455.000000 Penalty: 6071.675293
	Iteration 49Q: 3 clusters Score -1.547346e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122752 members 
Mstep: Class 2 contains 84415 members 
Entering Unmasked Estep 
Score: -15473587.000000 Penalty: 6071.675293
	Iteration 50Q: 3 clusters Score -1.547359e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123681 members 
Mstep: Class 2 contains 83486 members 
Entering Unmasked Estep 
Score: -15473691.000000 Penalty: 6071.675293
	Iteration 51Q: 3 clusters Score -1.547369e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124691 members 
Mstep: Class 2 contains 82476 members 
Entering Unmasked Estep 
Score: -15473735.000000 Penalty: 6071.675293
	Iteration 52Q: 3 clusters Score -1.547374e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125724 members 
Mstep: Class 2 contains 81443 members 
Entering Unmasked Estep 
Score: -15473838.000000 Penalty: 6071.675293
	Iteration 53Q: 3 clusters Score -1.547384e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126831 members 
Mstep: Class 2 contains 80336 members 
Entering Unmasked Estep 
Score: -15473941.000000 Penalty: 6071.675293
	Iteration 54Q: 3 clusters Score -1.547394e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128012 members 
Mstep: Class 2 contains 79155 members 
Entering Unmasked Estep 
Score: -15474068.000000 Penalty: 6071.675293
	Iteration 55Q: 3 clusters Score -1.547407e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129237 members 
Mstep: Class 2 contains 77930 members 
Entering Unmasked Estep 
Score: -15474223.000000 Penalty: 6071.675293
	Iteration 56Q: 3 clusters Score -1.547422e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130492 members 
Mstep: Class 2 contains 76675 members 
Entering Unmasked Estep 
Score: -15474388.000000 Penalty: 6071.675293
	Iteration 57Q: 3 clusters Score -1.547439e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131847 members 
Mstep: Class 2 contains 75320 members 
Entering Unmasked Estep 
Score: -15474602.000000 Penalty: 6071.675293
	Iteration 58Q: 3 clusters Score -1.54746e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133271 members 
Mstep: Class 2 contains 73896 members 
Entering Unmasked Estep 
Score: -15474778.000000 Penalty: 6071.675293
	Iteration 59Q: 3 clusters Score -1.547478e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134769 members 
Mstep: Class 2 contains 72398 members 
Entering Unmasked Estep 
Score: -15474998.000000 Penalty: 6071.675293
	Iteration 60F: 3 clusters Score -1.5475e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136265 members 
Mstep: Class 2 contains 70902 members 
Entering Unmasked Estep 
Score: -15475157.000000 Penalty: 6071.675293
	Iteration 61Q: 3 clusters Score -1.547516e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137863 members 
Mstep: Class 2 contains 69304 members 
Entering Unmasked Estep 
Score: -15475439.000000 Penalty: 6071.675293
	Iteration 62Q: 3 clusters Score -1.547544e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139528 members 
Mstep: Class 2 contains 67639 members 
Entering Unmasked Estep 
Score: -15475760.000000 Penalty: 6071.675293
	Iteration 63Q: 3 clusters Score -1.547576e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141257 members 
Mstep: Class 2 contains 65910 members 
Entering Unmasked Estep 
Score: -15476054.000000 Penalty: 6071.675293
	Iteration 64Q: 3 clusters Score -1.547605e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143013 members 
Mstep: Class 2 contains 64154 members 
Entering Unmasked Estep 
Score: -15476317.000000 Penalty: 6071.675293
	Iteration 65Q: 3 clusters Score -1.547632e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144815 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -15476641.000000 Penalty: 6071.675293
	Iteration 66Q: 3 clusters Score -1.547664e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146662 members 
Mstep: Class 2 contains 60505 members 
Entering Unmasked Estep 
Score: -15476931.000000 Penalty: 6071.675293
	Iteration 67Q: 3 clusters Score -1.547693e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148503 members 
Mstep: Class 2 contains 58664 members 
Entering Unmasked Estep 
Score: -15477318.000000 Penalty: 6071.675293
	Iteration 68Q: 3 clusters Score -1.547732e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150394 members 
Mstep: Class 2 contains 56773 members 
Entering Unmasked Estep 
Score: -15477757.000000 Penalty: 6071.675293
	Iteration 69Q: 3 clusters Score -1.547776e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152322 members 
Mstep: Class 2 contains 54845 members 
Entering Unmasked Estep 
Score: -15478055.000000 Penalty: 6071.675293
	Iteration 70Q: 3 clusters Score -1.547806e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154282 members 
Mstep: Class 2 contains 52885 members 
Entering Unmasked Estep 
Score: -15478487.000000 Penalty: 6071.675293
	Iteration 71Q: 3 clusters Score -1.547849e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156245 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -15478878.000000 Penalty: 6071.675293
	Iteration 72Q: 3 clusters Score -1.547888e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158325 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -15479413.000000 Penalty: 6071.675293
	Iteration 73Q: 3 clusters Score -1.547941e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160322 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -15479886.000000 Penalty: 6071.675293
	Iteration 74Q: 3 clusters Score -1.547989e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162254 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -15480394.000000 Penalty: 6071.675293
	Iteration 75Q: 3 clusters Score -1.548039e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164210 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -15480817.000000 Penalty: 6071.675293
	Iteration 76Q: 3 clusters Score -1.548082e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166107 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -15481383.000000 Penalty: 6071.675293
	Iteration 77Q: 3 clusters Score -1.548138e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168070 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -15481798.000000 Penalty: 6071.675293
	Iteration 78Q: 3 clusters Score -1.54818e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170009 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -15482326.000000 Penalty: 6071.675293
	Iteration 79Q: 3 clusters Score -1.548233e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171873 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -15482843.000000 Penalty: 6071.675293
	Iteration 80F: 3 clusters Score -1.548284e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173708 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -15483220.000000 Penalty: 6071.675293
	Iteration 81Q: 3 clusters Score -1.548322e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175457 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -15483620.000000 Penalty: 6071.675293
	Iteration 82Q: 3 clusters Score -1.548362e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177164 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -15484035.000000 Penalty: 6071.675293
	Iteration 83Q: 3 clusters Score -1.548404e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178862 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -15484559.000000 Penalty: 6071.675293
	Iteration 84Q: 3 clusters Score -1.548456e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180491 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -15484980.000000 Penalty: 6071.675293
	Iteration 85Q: 3 clusters Score -1.548498e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182049 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -15485412.000000 Penalty: 6071.675293
	Iteration 86Q: 3 clusters Score -1.548541e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183595 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -15485696.000000 Penalty: 6071.675293
	Iteration 87Q: 3 clusters Score -1.54857e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185143 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -15486210.000000 Penalty: 6071.675293
	Iteration 88Q: 3 clusters Score -1.548621e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186752 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -15486612.000000 Penalty: 6071.675293
	Iteration 89Q: 3 clusters Score -1.548661e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188317 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -15487127.000000 Penalty: 6071.675293
	Iteration 90Q: 3 clusters Score -1.548713e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189834 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -15487561.000000 Penalty: 6071.675293
	Iteration 91Q: 3 clusters Score -1.548756e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191304 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -15488176.000000 Penalty: 6071.675293
	Iteration 92Q: 3 clusters Score -1.548818e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192721 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -15488674.000000 Penalty: 6071.675293
	Iteration 93Q: 3 clusters Score -1.548867e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194100 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -15489110.000000 Penalty: 6071.675293
	Iteration 94Q: 3 clusters Score -1.548911e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195484 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -15489583.000000 Penalty: 6071.675293
	Iteration 95Q: 3 clusters Score -1.548958e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196778 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -15490090.000000 Penalty: 6071.675293
	Iteration 96Q: 3 clusters Score -1.549009e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197948 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -15490537.000000 Penalty: 6071.675293
	Iteration 97Q: 3 clusters Score -1.549054e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199004 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -15490995.000000 Penalty: 6071.675293
	Iteration 98Q: 3 clusters Score -1.5491e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199909 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -15491372.000000 Penalty: 6071.675293
	Iteration 99Q: 3 clusters Score -1.549137e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200728 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -15491688.000000 Penalty: 6071.675293
	Iteration 100F: 3 clusters Score -1.549169e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201412 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -15491904.000000 Penalty: 6071.675293
	Iteration 101Q: 3 clusters Score -1.54919e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202014 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -15492065.000000 Penalty: 6071.675293
	Iteration 102Q: 3 clusters Score -1.549206e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202505 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -15492265.000000 Penalty: 6071.675293
	Iteration 103Q: 3 clusters Score -1.549226e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202934 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -15492389.000000 Penalty: 6071.675293
	Iteration 104Q: 3 clusters Score -1.549239e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203276 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -15492493.000000 Penalty: 6071.675293
	Iteration 105Q: 3 clusters Score -1.549249e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203575 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -15492563.000000 Penalty: 6071.675293
	Iteration 106Q: 3 clusters Score -1.549256e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203836 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -15492691.000000 Penalty: 6071.675293
	Iteration 107Q: 3 clusters Score -1.549269e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204060 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -15492797.000000 Penalty: 6071.675293
	Iteration 108Q: 3 clusters Score -1.54928e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204275 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -15492898.000000 Penalty: 6071.675293
	Iteration 109Q: 3 clusters Score -1.54929e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204461 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -15492966.000000 Penalty: 6071.675293
	Iteration 110Q: 3 clusters Score -1.549297e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204636 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -15492988.000000 Penalty: 6071.675293
	Iteration 111Q: 3 clusters Score -1.549299e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204797 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -15493062.000000 Penalty: 6071.675293
	Iteration 112Q: 3 clusters Score -1.549306e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204927 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -15493110.000000 Penalty: 6071.675293
	Iteration 113Q: 3 clusters Score -1.549311e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205041 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -15493156.000000 Penalty: 6071.675293
	Iteration 114Q: 3 clusters Score -1.549316e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205114 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -15493182.000000 Penalty: 6071.675293
	Iteration 115Q: 3 clusters Score -1.549318e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205185 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -15493222.000000 Penalty: 6071.675293
	Iteration 116Q: 3 clusters Score -1.549322e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205256 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -15493238.000000 Penalty: 6071.675293
	Iteration 117Q: 3 clusters Score -1.549324e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205314 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -15493268.000000 Penalty: 6071.675293
	Iteration 118Q: 3 clusters Score -1.549327e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205370 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -15493280.000000 Penalty: 6071.675293
	Iteration 119Q: 3 clusters Score -1.549328e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205416 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -15493275.000000 Penalty: 6071.675293
	Iteration 120F: 3 clusters Score -1.549328e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205462 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -15493299.000000 Penalty: 6071.675293
	Iteration 121Q: 3 clusters Score -1.54933e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205517 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -15493315.000000 Penalty: 6071.675293
	Iteration 122Q: 3 clusters Score -1.549332e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205554 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -15493333.000000 Penalty: 6071.675293
	Iteration 123Q: 3 clusters Score -1.549333e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205590 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -15493342.000000 Penalty: 6071.675293
	Iteration 124Q: 3 clusters Score -1.549334e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205619 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -15493363.000000 Penalty: 6071.675293
	Iteration 125Q: 3 clusters Score -1.549336e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205646 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -15493323.000000 Penalty: 6071.675293
	Iteration 126Q: 3 clusters Score -1.549332e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205669 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -15493357.000000 Penalty: 6071.675293
	Iteration 127Q: 3 clusters Score -1.549336e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205698 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -15493380.000000 Penalty: 6071.675293
	Iteration 128Q: 3 clusters Score -1.549338e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205717 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -15493377.000000 Penalty: 6071.675293
	Iteration 129Q: 3 clusters Score -1.549338e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205731 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -15493378.000000 Penalty: 6071.675293
	Iteration 130Q: 3 clusters Score -1.549338e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205740 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -15493381.000000 Penalty: 6071.675293
	Iteration 131Q: 3 clusters Score -1.549338e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205751 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -15493392.000000 Penalty: 6071.675293
	Iteration 132Q: 3 clusters Score -1.549339e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205764 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -15493383.000000 Penalty: 6071.675293
	Iteration 133Q: 3 clusters Score -1.549338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205772 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -15493368.000000 Penalty: 6071.675293
	Iteration 134Q: 3 clusters Score -1.549337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205779 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -15493368.000000 Penalty: 6071.675293
	Iteration 135Q: 3 clusters Score -1.549337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205787 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -15493363.000000 Penalty: 6071.675293
	Iteration 136Q: 3 clusters Score -1.549336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205795 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -15493368.000000 Penalty: 6071.675293
	Iteration 137Q: 3 clusters Score -1.549337e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205808 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -15493363.000000 Penalty: 6071.675293
	Iteration 138Q: 3 clusters Score -1.549336e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205820 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -15493372.000000 Penalty: 6071.675293
	Iteration 139Q: 3 clusters Score -1.549337e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205833 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -15493377.000000 Penalty: 6071.675293
	Iteration 140F: 3 clusters Score -1.549338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205841 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -15493398.000000 Penalty: 6071.675293
	Iteration 141Q: 3 clusters Score -1.54934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205850 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -15493382.000000 Penalty: 6071.675293
	Iteration 142Q: 3 clusters Score -1.549338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205854 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -15493396.000000 Penalty: 6071.675293
	Iteration 143Q: 3 clusters Score -1.54934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205861 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -15493391.000000 Penalty: 6071.675293
	Iteration 144Q: 3 clusters Score -1.549339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205865 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -15493401.000000 Penalty: 6071.675293
	Iteration 145Q: 3 clusters Score -1.54934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205868 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -15493402.000000 Penalty: 6071.675293
	Iteration 146Q: 3 clusters Score -1.54934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205871 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -15493400.000000 Penalty: 6071.675293
	Iteration 147Q: 3 clusters Score -1.54934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205875 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -15493395.000000 Penalty: 6071.675293
	Iteration 148Q: 3 clusters Score -1.54934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205876 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -15493388.000000 Penalty: 6071.675293
	Iteration 149Q: 3 clusters Score -1.549339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205876 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -15493388.000000 Penalty: 6071.675293
	Iteration 150F: 3 clusters Score -1.549339e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Entering Unmasked Estep 
Score: -99419.945312 Penalty: 1837.916138
	Iteration 0F: 2 clusters Score -99419.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -97028.031250 Penalty: 3675.832275
	Iteration 0F: 3 clusters Score -97028.03 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -97467.640625 Penalty: 3675.832275
	Iteration 1F: 3 clusters Score -97467.64 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -97601.468750 Penalty: 3675.832275
	Iteration 2F: 3 clusters Score -97601.47 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -97657.968750 Penalty: 3675.832275
	Iteration 3Q: 3 clusters Score -97657.97 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -97695.460938 Penalty: 3675.832275
	Iteration 4Q: 3 clusters Score -97695.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -97731.718750 Penalty: 3675.832275
	Iteration 5Q: 3 clusters Score -97731.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -97759.695312 Penalty: 3675.832275
	Iteration 6Q: 3 clusters Score -97759.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -97775.656250 Penalty: 3675.832275
	Iteration 7Q: 3 clusters Score -97775.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -97786.757812 Penalty: 3675.832275
	Iteration 8Q: 3 clusters Score -97786.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -97802.429688 Penalty: 3675.832275
	Iteration 9Q: 3 clusters Score -97802.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -97810.515625 Penalty: 3675.832275
	Iteration 10Q: 3 clusters Score -97810.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -97820.742188 Penalty: 3675.832275
	Iteration 11Q: 3 clusters Score -97820.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -97834.171875 Penalty: 3675.832275
	Iteration 12Q: 3 clusters Score -97834.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -97840.343750 Penalty: 3675.832275
	Iteration 13Q: 3 clusters Score -97840.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -97849.046875 Penalty: 3675.832275
	Iteration 14Q: 3 clusters Score -97849.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -97853.937500 Penalty: 3675.832275
	Iteration 15Q: 3 clusters Score -97853.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -97863.125000 Penalty: 3675.832275
	Iteration 16Q: 3 clusters Score -97863.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -97871.476562 Penalty: 3675.832275
	Iteration 17Q: 3 clusters Score -97871.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -97874.179688 Penalty: 3675.832275
	Iteration 18Q: 3 clusters Score -97874.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -97875.320312 Penalty: 3675.832275
	Iteration 19Q: 3 clusters Score -97875.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -97876.593750 Penalty: 3675.832275
	Iteration 20F: 3 clusters Score -97876.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -97878.929688 Penalty: 3675.832275
	Iteration 21Q: 3 clusters Score -97878.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -97879.250000 Penalty: 3675.832275
	Iteration 22Q: 3 clusters Score -97879.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -97879.250000 Penalty: 3675.832275
	Iteration 23F: 3 clusters Score -97879.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Entering Unmasked Estep 
Score: -233369.906250 Penalty: 2022.529785
	Iteration 0F: 2 clusters Score -233369.9 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 1777 members 
Entering Unmasked Estep 
Score: -229839.609375 Penalty: 4045.059570
	Iteration 0F: 3 clusters Score -229839.6 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -230748.125000 Penalty: 4045.059570
	Iteration 1F: 3 clusters Score -230748.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -230993.250000 Penalty: 4045.059570
	Iteration 2F: 3 clusters Score -230993.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -231169.703125 Penalty: 4045.059570
	Iteration 3F: 3 clusters Score -231169.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -231325.656250 Penalty: 4045.059570
	Iteration 4Q: 3 clusters Score -231325.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -231483.671875 Penalty: 4045.059570
	Iteration 5Q: 3 clusters Score -231483.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -231679.000000 Penalty: 4045.059570
	Iteration 6F: 3 clusters Score -231679 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -231864.609375 Penalty: 4045.059570
	Iteration 7Q: 3 clusters Score -231864.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -232009.343750 Penalty: 4045.059570
	Iteration 8Q: 3 clusters Score -232009.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -232151.640625 Penalty: 4045.059570
	Iteration 9Q: 3 clusters Score -232151.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -232244.687500 Penalty: 4045.059570
	Iteration 10Q: 3 clusters Score -232244.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -232291.796875 Penalty: 4045.059570
	Iteration 11Q: 3 clusters Score -232291.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -232332.187500 Penalty: 4045.059570
	Iteration 12Q: 3 clusters Score -232332.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -232365.125000 Penalty: 4045.059570
	Iteration 13Q: 3 clusters Score -232365.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -232389.734375 Penalty: 4045.059570
	Iteration 14Q: 3 clusters Score -232389.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -232404.578125 Penalty: 4045.059570
	Iteration 15Q: 3 clusters Score -232404.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -232417.828125 Penalty: 4045.059570
	Iteration 16Q: 3 clusters Score -232417.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -232433.406250 Penalty: 4045.059570
	Iteration 17Q: 3 clusters Score -232433.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -232451.562500 Penalty: 4045.059570
	Iteration 18Q: 3 clusters Score -232451.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -232470.906250 Penalty: 4045.059570
	Iteration 19Q: 3 clusters Score -232470.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -232483.750000 Penalty: 4045.059570
	Iteration 20F: 3 clusters Score -232483.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -232498.328125 Penalty: 4045.059570
	Iteration 21Q: 3 clusters Score -232498.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -232507.296875 Penalty: 4045.059570
	Iteration 22Q: 3 clusters Score -232507.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -232519.250000 Penalty: 4045.059570
	Iteration 23Q: 3 clusters Score -232519.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -232531.750000 Penalty: 4045.059570
	Iteration 24Q: 3 clusters Score -232531.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -232540.000000 Penalty: 4045.059570
	Iteration 25Q: 3 clusters Score -232540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -232547.125000 Penalty: 4045.059570
	Iteration 26Q: 3 clusters Score -232547.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -232551.593750 Penalty: 4045.059570
	Iteration 27Q: 3 clusters Score -232551.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -232555.265625 Penalty: 4045.059570
	Iteration 28Q: 3 clusters Score -232555.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -232559.328125 Penalty: 4045.059570
	Iteration 29Q: 3 clusters Score -232559.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -232561.343750 Penalty: 4045.059570
	Iteration 30Q: 3 clusters Score -232561.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -232565.265625 Penalty: 4045.059570
	Iteration 31Q: 3 clusters Score -232565.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -232566.453125 Penalty: 4045.059570
	Iteration 32Q: 3 clusters Score -232566.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -232570.500000 Penalty: 4045.059570
	Iteration 33Q: 3 clusters Score -232570.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -232571.671875 Penalty: 4045.059570
	Iteration 34Q: 3 clusters Score -232571.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -232572.875000 Penalty: 4045.059570
	Iteration 35Q: 3 clusters Score -232572.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -232573.937500 Penalty: 4045.059570
	Iteration 36Q: 3 clusters Score -232573.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -232573.734375 Penalty: 4045.059570
	Iteration 37Q: 3 clusters Score -232573.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -232573.734375 Penalty: 4045.059570
	Iteration 38F: 3 clusters Score -232573.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Entering Unmasked Estep 
Score: -174300.687500 Penalty: 1940.858887
	Iteration 0F: 2 clusters Score -174300.7 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 1242 members 
Entering Unmasked Estep 
Score: -171379.500000 Penalty: 3881.717773
	Iteration 0F: 3 clusters Score -171379.5 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -172029.671875 Penalty: 3881.717773
	Iteration 1F: 3 clusters Score -172029.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -172259.640625 Penalty: 3881.717773
	Iteration 2F: 3 clusters Score -172259.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -172613.687500 Penalty: 3881.717773
	Iteration 3F: 3 clusters Score -172613.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -172997.671875 Penalty: 3881.717773
	Iteration 4F: 3 clusters Score -172997.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -173257.921875 Penalty: 3881.717773
	Iteration 5F: 3 clusters Score -173257.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -173478.281250 Penalty: 3881.717773
	Iteration 6F: 3 clusters Score -173478.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -173641.718750 Penalty: 3881.717773
	Iteration 7F: 3 clusters Score -173641.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -173753.406250 Penalty: 3881.717773
	Iteration 8Q: 3 clusters Score -173753.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -173830.656250 Penalty: 3881.717773
	Iteration 9Q: 3 clusters Score -173830.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -173892.671875 Penalty: 3881.717773
	Iteration 10Q: 3 clusters Score -173892.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -173943.015625 Penalty: 3881.717773
	Iteration 11Q: 3 clusters Score -173943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -173972.750000 Penalty: 3881.717773
	Iteration 12Q: 3 clusters Score -173972.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -173988.718750 Penalty: 3881.717773
	Iteration 13Q: 3 clusters Score -173988.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -174000.265625 Penalty: 3881.717773
	Iteration 14Q: 3 clusters Score -174000.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -174004.468750 Penalty: 3881.717773
	Iteration 15Q: 3 clusters Score -174004.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -174005.546875 Penalty: 3881.717773
	Iteration 16Q: 3 clusters Score -174005.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -174005.546875 Penalty: 3881.717773
	Iteration 17F: 3 clusters Score -174005.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Entering Unmasked Estep 
Score: -3173323.750000 Penalty: 2644.153076
	Iteration 0F: 2 clusters Score -3173324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -3144418.500000 Penalty: 5288.306152
	Iteration 0F: 3 clusters Score -3144418 nChanged 19644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -3155546.000000 Penalty: 5288.306152
	Iteration 1F: 3 clusters Score -3155546 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -3156712.500000 Penalty: 5288.306152
	Iteration 2F: 3 clusters Score -3156712 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -3158198.250000 Penalty: 5288.306152
	Iteration 3F: 3 clusters Score -3158198 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -3159989.250000 Penalty: 5288.306152
	Iteration 4F: 3 clusters Score -3159989 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3161896.500000 Penalty: 5288.306152
	Iteration 5F: 3 clusters Score -3161896 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -3163636.000000 Penalty: 5288.306152
	Iteration 6F: 3 clusters Score -3163636 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -3164929.000000 Penalty: 5288.306152
	Iteration 7F: 3 clusters Score -3164929 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -3165916.250000 Penalty: 5288.306152
	Iteration 8Q: 3 clusters Score -3165916 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -3166728.500000 Penalty: 5288.306152
	Iteration 9Q: 3 clusters Score -3166728 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3167409.750000 Penalty: 5288.306152
	Iteration 10Q: 3 clusters Score -3167410 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -3167994.500000 Penalty: 5288.306152
	Iteration 11Q: 3 clusters Score -3167994 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -3168464.000000 Penalty: 5288.306152
	Iteration 12Q: 3 clusters Score -3168464 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -3168826.750000 Penalty: 5288.306152
	Iteration 13Q: 3 clusters Score -3168827 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -3169116.500000 Penalty: 5288.306152
	Iteration 14Q: 3 clusters Score -3169116 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -3169364.000000 Penalty: 5288.306152
	Iteration 15Q: 3 clusters Score -3169364 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -3169608.000000 Penalty: 5288.306152
	Iteration 16Q: 3 clusters Score -3169608 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -3169853.500000 Penalty: 5288.306152
	Iteration 17Q: 3 clusters Score -3169854 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -3170064.500000 Penalty: 5288.306152
	Iteration 18Q: 3 clusters Score -3170064 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -3170287.500000 Penalty: 5288.306152
	Iteration 19Q: 3 clusters Score -3170288 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -3170536.750000 Penalty: 5288.306152
	Iteration 20F: 3 clusters Score -3170537 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -3170762.500000 Penalty: 5288.306152
	Iteration 21Q: 3 clusters Score -3170762 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -3170978.750000 Penalty: 5288.306152
	Iteration 22Q: 3 clusters Score -3170979 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -3171174.250000 Penalty: 5288.306152
	Iteration 23Q: 3 clusters Score -3171174 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -3171332.000000 Penalty: 5288.306152
	Iteration 24Q: 3 clusters Score -3171332 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -3171457.250000 Penalty: 5288.306152
	Iteration 25Q: 3 clusters Score -3171457 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -3171572.250000 Penalty: 5288.306152
	Iteration 26Q: 3 clusters Score -3171572 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -3171681.500000 Penalty: 5288.306152
	Iteration 27Q: 3 clusters Score -3171682 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -3171749.000000 Penalty: 5288.306152
	Iteration 28Q: 3 clusters Score -3171749 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -3171824.250000 Penalty: 5288.306152
	Iteration 29Q: 3 clusters Score -3171824 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -3171891.000000 Penalty: 5288.306152
	Iteration 30Q: 3 clusters Score -3171891 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -3171975.250000 Penalty: 5288.306152
	Iteration 31Q: 3 clusters Score -3171975 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -3172051.500000 Penalty: 5288.306152
	Iteration 32Q: 3 clusters Score -3172052 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -3172089.250000 Penalty: 5288.306152
	Iteration 33Q: 3 clusters Score -3172089 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -3172114.500000 Penalty: 5288.306152
	Iteration 34Q: 3 clusters Score -3172114 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -3172157.500000 Penalty: 5288.306152
	Iteration 35Q: 3 clusters Score -3172158 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -3172196.500000 Penalty: 5288.306152
	Iteration 36Q: 3 clusters Score -3172196 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -3172226.750000 Penalty: 5288.306152
	Iteration 37Q: 3 clusters Score -3172227 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -3172232.750000 Penalty: 5288.306152
	Iteration 38Q: 3 clusters Score -3172233 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -3172248.250000 Penalty: 5288.306152
	Iteration 39Q: 3 clusters Score -3172248 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -3172265.750000 Penalty: 5288.306152
	Iteration 40F: 3 clusters Score -3172266 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -3172262.000000 Penalty: 5288.306152
	Iteration 41Q: 3 clusters Score -3172262 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -3172271.000000 Penalty: 5288.306152
	Iteration 42Q: 3 clusters Score -3172271 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -3172276.000000 Penalty: 5288.306152
	Iteration 43Q: 3 clusters Score -3172276 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -3172283.000000 Penalty: 5288.306152
	Iteration 44Q: 3 clusters Score -3172283 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -3172292.750000 Penalty: 5288.306152
	Iteration 45Q: 3 clusters Score -3172293 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -3172311.000000 Penalty: 5288.306152
	Iteration 46Q: 3 clusters Score -3172311 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -3172307.000000 Penalty: 5288.306152
	Iteration 47Q: 3 clusters Score -3172307 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -3172308.000000 Penalty: 5288.306152
	Iteration 48Q: 3 clusters Score -3172308 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -3172308.250000 Penalty: 5288.306152
	Iteration 49Q: 3 clusters Score -3172308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -3172310.000000 Penalty: 5288.306152
	Iteration 50Q: 3 clusters Score -3172310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -3172316.500000 Penalty: 5288.306152
	Iteration 51Q: 3 clusters Score -3172316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -3172322.000000 Penalty: 5288.306152
	Iteration 52Q: 3 clusters Score -3172322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -3172319.500000 Penalty: 5288.306152
	Iteration 53Q: 3 clusters Score -3172320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -3172320.750000 Penalty: 5288.306152
	Iteration 54Q: 3 clusters Score -3172321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -3172321.000000 Penalty: 5288.306152
	Iteration 55Q: 3 clusters Score -3172321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -3172319.250000 Penalty: 5288.306152
	Iteration 56Q: 3 clusters Score -3172319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -3172318.000000 Penalty: 5288.306152
	Iteration 57Q: 3 clusters Score -3172318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -3172322.750000 Penalty: 5288.306152
	Iteration 58Q: 3 clusters Score -3172323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -3172320.250000 Penalty: 5288.306152
	Iteration 59Q: 3 clusters Score -3172320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -3172320.500000 Penalty: 5288.306152
	Iteration 60F: 3 clusters Score -3172320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -3172324.000000 Penalty: 5288.306152
	Iteration 61Q: 3 clusters Score -3172324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -3172321.250000 Penalty: 5288.306152
	Iteration 62Q: 3 clusters Score -3172321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -3172321.000000 Penalty: 5288.306152
	Iteration 63Q: 3 clusters Score -3172321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -3172327.750000 Penalty: 5288.306152
	Iteration 64Q: 3 clusters Score -3172328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -3172332.750000 Penalty: 5288.306152
	Iteration 65Q: 3 clusters Score -3172333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -3172329.500000 Penalty: 5288.306152
	Iteration 66Q: 3 clusters Score -3172330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -3172332.750000 Penalty: 5288.306152
	Iteration 67Q: 3 clusters Score -3172333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -3172335.500000 Penalty: 5288.306152
	Iteration 68Q: 3 clusters Score -3172336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -3172338.250000 Penalty: 5288.306152
	Iteration 69Q: 3 clusters Score -3172338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -3172333.250000 Penalty: 5288.306152
	Iteration 70Q: 3 clusters Score -3172333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -3172329.000000 Penalty: 5288.306152
	Iteration 71Q: 3 clusters Score -3172329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -3172333.250000 Penalty: 5288.306152
	Iteration 72Q: 3 clusters Score -3172333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -3172341.000000 Penalty: 5288.306152
	Iteration 73Q: 3 clusters Score -3172341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -3172340.500000 Penalty: 5288.306152
	Iteration 74Q: 3 clusters Score -3172340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -3172344.750000 Penalty: 5288.306152
	Iteration 75Q: 3 clusters Score -3172345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -3172344.000000 Penalty: 5288.306152
	Iteration 76Q: 3 clusters Score -3172344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -3172348.750000 Penalty: 5288.306152
	Iteration 77Q: 3 clusters Score -3172349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -3172345.500000 Penalty: 5288.306152
	Iteration 78Q: 3 clusters Score -3172346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -3172345.500000 Penalty: 5288.306152
	Iteration 79F: 3 clusters Score -3172346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Entering Unmasked Estep 
Score: -1005524.812500 Penalty: 2359.195801
	Iteration 0F: 2 clusters Score -1005525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -995657.687500 Penalty: 4718.391602
	Iteration 0F: 3 clusters Score -995657.7 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -998787.250000 Penalty: 4718.391602
	Iteration 1F: 3 clusters Score -998787.2 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -999211.812500 Penalty: 4718.391602
	Iteration 2F: 3 clusters Score -999211.8 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -999648.062500 Penalty: 4718.391602
	Iteration 3F: 3 clusters Score -999648.1 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1000094.687500 Penalty: 4718.391602
	Iteration 4F: 3 clusters Score -1000095 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1000599.750000 Penalty: 4718.391602
	Iteration 5F: 3 clusters Score -1000600 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1001143.000000 Penalty: 4718.391602
	Iteration 6F: 3 clusters Score -1001143 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1001632.562500 Penalty: 4718.391602
	Iteration 7F: 3 clusters Score -1001633 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1002072.687500 Penalty: 4718.391602
	Iteration 8F: 3 clusters Score -1002073 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1002558.312500 Penalty: 4718.391602
	Iteration 9Q: 3 clusters Score -1002558 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1003035.812500 Penalty: 4718.391602
	Iteration 10Q: 3 clusters Score -1003036 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1003431.125000 Penalty: 4718.391602
	Iteration 11Q: 3 clusters Score -1003431 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1003716.500000 Penalty: 4718.391602
	Iteration 12Q: 3 clusters Score -1003716 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1003919.437500 Penalty: 4718.391602
	Iteration 13Q: 3 clusters Score -1003919 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1004062.125000 Penalty: 4718.391602
	Iteration 14Q: 3 clusters Score -1004062 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1004158.687500 Penalty: 4718.391602
	Iteration 15Q: 3 clusters Score -1004159 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1004232.500000 Penalty: 4718.391602
	Iteration 16Q: 3 clusters Score -1004232 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1004290.625000 Penalty: 4718.391602
	Iteration 17Q: 3 clusters Score -1004291 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1004325.750000 Penalty: 4718.391602
	Iteration 18Q: 3 clusters Score -1004326 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1004358.125000 Penalty: 4718.391602
	Iteration 19Q: 3 clusters Score -1004358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1004385.687500 Penalty: 4718.391602
	Iteration 20F: 3 clusters Score -1004386 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1004399.750000 Penalty: 4718.391602
	Iteration 21Q: 3 clusters Score -1004400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1004422.125000 Penalty: 4718.391602
	Iteration 22Q: 3 clusters Score -1004422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1004439.812500 Penalty: 4718.391602
	Iteration 23Q: 3 clusters Score -1004440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1004453.687500 Penalty: 4718.391602
	Iteration 24Q: 3 clusters Score -1004454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1004462.937500 Penalty: 4718.391602
	Iteration 25Q: 3 clusters Score -1004463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1004473.187500 Penalty: 4718.391602
	Iteration 26Q: 3 clusters Score -1004473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1004477.937500 Penalty: 4718.391602
	Iteration 27Q: 3 clusters Score -1004478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1004482.937500 Penalty: 4718.391602
	Iteration 28Q: 3 clusters Score -1004483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1004486.000000 Penalty: 4718.391602
	Iteration 29Q: 3 clusters Score -1004486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1004490.125000 Penalty: 4718.391602
	Iteration 30Q: 3 clusters Score -1004490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1004493.062500 Penalty: 4718.391602
	Iteration 31Q: 3 clusters Score -1004493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1004498.500000 Penalty: 4718.391602
	Iteration 32Q: 3 clusters Score -1004498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1004503.437500 Penalty: 4718.391602
	Iteration 33Q: 3 clusters Score -1004503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1004506.750000 Penalty: 4718.391602
	Iteration 34Q: 3 clusters Score -1004507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1004516.625000 Penalty: 4718.391602
	Iteration 35Q: 3 clusters Score -1004517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1004522.750000 Penalty: 4718.391602
	Iteration 36Q: 3 clusters Score -1004523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1004533.000000 Penalty: 4718.391602
	Iteration 37Q: 3 clusters Score -1004533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1004534.000000 Penalty: 4718.391602
	Iteration 38Q: 3 clusters Score -1004534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1004539.312500 Penalty: 4718.391602
	Iteration 39Q: 3 clusters Score -1004539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1004540.312500 Penalty: 4718.391602
	Iteration 40F: 3 clusters Score -1004540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1004545.312500 Penalty: 4718.391602
	Iteration 41Q: 3 clusters Score -1004545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1004548.812500 Penalty: 4718.391602
	Iteration 42Q: 3 clusters Score -1004549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1004551.562500 Penalty: 4718.391602
	Iteration 43Q: 3 clusters Score -1004552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1004554.437500 Penalty: 4718.391602
	Iteration 44Q: 3 clusters Score -1004554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1004556.312500 Penalty: 4718.391602
	Iteration 45Q: 3 clusters Score -1004556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1004559.187500 Penalty: 4718.391602
	Iteration 46Q: 3 clusters Score -1004559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1004562.437500 Penalty: 4718.391602
	Iteration 47Q: 3 clusters Score -1004562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1004565.875000 Penalty: 4718.391602
	Iteration 48Q: 3 clusters Score -1004566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1004565.937500 Penalty: 4718.391602
	Iteration 49Q: 3 clusters Score -1004566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1004568.312500 Penalty: 4718.391602
	Iteration 50Q: 3 clusters Score -1004568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1004573.187500 Penalty: 4718.391602
	Iteration 51Q: 3 clusters Score -1004573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1004577.375000 Penalty: 4718.391602
	Iteration 52Q: 3 clusters Score -1004577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1004579.812500 Penalty: 4718.391602
	Iteration 53Q: 3 clusters Score -1004580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1004581.937500 Penalty: 4718.391602
	Iteration 54Q: 3 clusters Score -1004582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1004584.500000 Penalty: 4718.391602
	Iteration 55Q: 3 clusters Score -1004584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1004585.562500 Penalty: 4718.391602
	Iteration 56Q: 3 clusters Score -1004586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1004585.562500 Penalty: 4718.391602
	Iteration 57F: 3 clusters Score -1004586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Entering Unmasked Estep 
Score: -334532.468750 Penalty: 2090.233643
	Iteration 0F: 2 clusters Score -334532.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -330274.750000 Penalty: 4180.467285
	Iteration 0F: 3 clusters Score -330274.8 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -331231.312500 Penalty: 4180.467285
	Iteration 1F: 3 clusters Score -331231.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -331400.593750 Penalty: 4180.467285
	Iteration 2F: 3 clusters Score -331400.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -331517.343750 Penalty: 4180.467285
	Iteration 3Q: 3 clusters Score -331517.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -331629.843750 Penalty: 4180.467285
	Iteration 4Q: 3 clusters Score -331629.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -331733.812500 Penalty: 4180.467285
	Iteration 5Q: 3 clusters Score -331733.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -331833.406250 Penalty: 4180.467285
	Iteration 6Q: 3 clusters Score -331833.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -331941.250000 Penalty: 4180.467285
	Iteration 7Q: 3 clusters Score -331941.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -332057.406250 Penalty: 4180.467285
	Iteration 8Q: 3 clusters Score -332057.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -332175.375000 Penalty: 4180.467285
	Iteration 9Q: 3 clusters Score -332175.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -332287.062500 Penalty: 4180.467285
	Iteration 10Q: 3 clusters Score -332287.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -332391.750000 Penalty: 4180.467285
	Iteration 11Q: 3 clusters Score -332391.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -332479.187500 Penalty: 4180.467285
	Iteration 12Q: 3 clusters Score -332479.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -332587.250000 Penalty: 4180.467285
	Iteration 13Q: 3 clusters Score -332587.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -332716.468750 Penalty: 4180.467285
	Iteration 14Q: 3 clusters Score -332716.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -332844.187500 Penalty: 4180.467285
	Iteration 15Q: 3 clusters Score -332844.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -332944.500000 Penalty: 4180.467285
	Iteration 16Q: 3 clusters Score -332944.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -333032.000000 Penalty: 4180.467285
	Iteration 17Q: 3 clusters Score -333032 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -333085.156250 Penalty: 4180.467285
	Iteration 18Q: 3 clusters Score -333085.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -333119.281250 Penalty: 4180.467285
	Iteration 19Q: 3 clusters Score -333119.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -333148.375000 Penalty: 4180.467285
	Iteration 20F: 3 clusters Score -333148.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -333171.500000 Penalty: 4180.467285
	Iteration 21Q: 3 clusters Score -333171.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -333199.218750 Penalty: 4180.467285
	Iteration 22Q: 3 clusters Score -333199.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -333219.375000 Penalty: 4180.467285
	Iteration 23Q: 3 clusters Score -333219.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -333236.500000 Penalty: 4180.467285
	Iteration 24Q: 3 clusters Score -333236.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -333254.843750 Penalty: 4180.467285
	Iteration 25Q: 3 clusters Score -333254.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -333268.812500 Penalty: 4180.467285
	Iteration 26Q: 3 clusters Score -333268.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -333282.718750 Penalty: 4180.467285
	Iteration 27Q: 3 clusters Score -333282.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -333295.562500 Penalty: 4180.467285
	Iteration 28Q: 3 clusters Score -333295.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -333304.718750 Penalty: 4180.467285
	Iteration 29Q: 3 clusters Score -333304.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -333307.718750 Penalty: 4180.467285
	Iteration 30Q: 3 clusters Score -333307.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -333310.812500 Penalty: 4180.467285
	Iteration 31Q: 3 clusters Score -333310.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -333313.312500 Penalty: 4180.467285
	Iteration 32Q: 3 clusters Score -333313.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -333314.125000 Penalty: 4180.467285
	Iteration 33Q: 3 clusters Score -333314.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -333317.000000 Penalty: 4180.467285
	Iteration 34Q: 3 clusters Score -333317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -333318.500000 Penalty: 4180.467285
	Iteration 35Q: 3 clusters Score -333318.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -333320.656250 Penalty: 4180.467285
	Iteration 36Q: 3 clusters Score -333320.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -333321.812500 Penalty: 4180.467285
	Iteration 37Q: 3 clusters Score -333321.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -333324.250000 Penalty: 4180.467285
	Iteration 38Q: 3 clusters Score -333324.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -333323.500000 Penalty: 4180.467285
	Iteration 39Q: 3 clusters Score -333323.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -333323.500000 Penalty: 4180.467285
	Iteration 40F: 3 clusters Score -333323.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Entering Unmasked Estep 
Score: -154759.250000 Penalty: 1908.547974
	Iteration 0F: 2 clusters Score -154759.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -152019.156250 Penalty: 3817.095947
	Iteration 0F: 3 clusters Score -152019.2 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -152675.609375 Penalty: 3817.095947
	Iteration 1F: 3 clusters Score -152675.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -153187.234375 Penalty: 3817.095947
	Iteration 2F: 3 clusters Score -153187.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -153519.062500 Penalty: 3817.095947
	Iteration 3F: 3 clusters Score -153519.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -153716.078125 Penalty: 3817.095947
	Iteration 4F: 3 clusters Score -153716.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -153875.593750 Penalty: 3817.095947
	Iteration 5F: 3 clusters Score -153875.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -153975.546875 Penalty: 3817.095947
	Iteration 6Q: 3 clusters Score -153975.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -154057.281250 Penalty: 3817.095947
	Iteration 7Q: 3 clusters Score -154057.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -154123.546875 Penalty: 3817.095947
	Iteration 8Q: 3 clusters Score -154123.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -154196.578125 Penalty: 3817.095947
	Iteration 9Q: 3 clusters Score -154196.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -154269.500000 Penalty: 3817.095947
	Iteration 10Q: 3 clusters Score -154269.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -154315.609375 Penalty: 3817.095947
	Iteration 11Q: 3 clusters Score -154315.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -154343.140625 Penalty: 3817.095947
	Iteration 12Q: 3 clusters Score -154343.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -154371.140625 Penalty: 3817.095947
	Iteration 13Q: 3 clusters Score -154371.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -154384.015625 Penalty: 3817.095947
	Iteration 14Q: 3 clusters Score -154384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -154391.500000 Penalty: 3817.095947
	Iteration 15Q: 3 clusters Score -154391.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -154405.015625 Penalty: 3817.095947
	Iteration 16Q: 3 clusters Score -154405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -154422.484375 Penalty: 3817.095947
	Iteration 17Q: 3 clusters Score -154422.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -154427.718750 Penalty: 3817.095947
	Iteration 18Q: 3 clusters Score -154427.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -154430.328125 Penalty: 3817.095947
	Iteration 19Q: 3 clusters Score -154430.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -154433.421875 Penalty: 3817.095947
	Iteration 20F: 3 clusters Score -154433.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -154435.140625 Penalty: 3817.095947
	Iteration 21Q: 3 clusters Score -154435.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -154435.140625 Penalty: 3817.095947
	Iteration 22F: 3 clusters Score -154435.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Entering Unmasked Estep 
Score: -356946.281250 Penalty: 2110.171875
	Iteration 0F: 2 clusters Score -356946.3 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 2509 members 
Entering Unmasked Estep 
Score: -352470.406250 Penalty: 4220.343750
	Iteration 0F: 3 clusters Score -352470.4 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -353631.500000 Penalty: 4220.343750
	Iteration 1F: 3 clusters Score -353631.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -353917.156250 Penalty: 4220.343750
	Iteration 2F: 3 clusters Score -353917.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -354121.937500 Penalty: 4220.343750
	Iteration 3F: 3 clusters Score -354121.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -354285.375000 Penalty: 4220.343750
	Iteration 4Q: 3 clusters Score -354285.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -354417.750000 Penalty: 4220.343750
	Iteration 5Q: 3 clusters Score -354417.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -354538.875000 Penalty: 4220.343750
	Iteration 6Q: 3 clusters Score -354538.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -354644.468750 Penalty: 4220.343750
	Iteration 7Q: 3 clusters Score -354644.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -354731.562500 Penalty: 4220.343750
	Iteration 8Q: 3 clusters Score -354731.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -354812.531250 Penalty: 4220.343750
	Iteration 9Q: 3 clusters Score -354812.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -354872.625000 Penalty: 4220.343750
	Iteration 10Q: 3 clusters Score -354872.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -354922.000000 Penalty: 4220.343750
	Iteration 11Q: 3 clusters Score -354922 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -354969.218750 Penalty: 4220.343750
	Iteration 12Q: 3 clusters Score -354969.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -355008.375000 Penalty: 4220.343750
	Iteration 13Q: 3 clusters Score -355008.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -355044.312500 Penalty: 4220.343750
	Iteration 14Q: 3 clusters Score -355044.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -355076.468750 Penalty: 4220.343750
	Iteration 15Q: 3 clusters Score -355076.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -355104.468750 Penalty: 4220.343750
	Iteration 16Q: 3 clusters Score -355104.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -355130.875000 Penalty: 4220.343750
	Iteration 17Q: 3 clusters Score -355130.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -355153.906250 Penalty: 4220.343750
	Iteration 18Q: 3 clusters Score -355153.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -355183.937500 Penalty: 4220.343750
	Iteration 19Q: 3 clusters Score -355183.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -355209.843750 Penalty: 4220.343750
	Iteration 20F: 3 clusters Score -355209.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -355234.406250 Penalty: 4220.343750
	Iteration 21Q: 3 clusters Score -355234.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -355258.406250 Penalty: 4220.343750
	Iteration 22Q: 3 clusters Score -355258.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -355288.343750 Penalty: 4220.343750
	Iteration 23Q: 3 clusters Score -355288.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -355350.343750 Penalty: 4220.343750
	Iteration 24Q: 3 clusters Score -355350.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -355431.281250 Penalty: 4220.343750
	Iteration 25Q: 3 clusters Score -355431.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -355549.937500 Penalty: 4220.343750
	Iteration 26Q: 3 clusters Score -355549.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -355680.343750 Penalty: 4220.343750
	Iteration 27Q: 3 clusters Score -355680.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -355802.343750 Penalty: 4220.343750
	Iteration 28Q: 3 clusters Score -355802.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -355898.500000 Penalty: 4220.343750
	Iteration 29Q: 3 clusters Score -355898.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -355964.687500 Penalty: 4220.343750
	Iteration 30Q: 3 clusters Score -355964.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -356011.250000 Penalty: 4220.343750
	Iteration 31Q: 3 clusters Score -356011.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -356040.500000 Penalty: 4220.343750
	Iteration 32Q: 3 clusters Score -356040.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -356059.562500 Penalty: 4220.343750
	Iteration 33Q: 3 clusters Score -356059.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -356071.406250 Penalty: 4220.343750
	Iteration 34Q: 3 clusters Score -356071.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -356081.218750 Penalty: 4220.343750
	Iteration 35Q: 3 clusters Score -356081.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -356092.281250 Penalty: 4220.343750
	Iteration 36Q: 3 clusters Score -356092.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -356104.531250 Penalty: 4220.343750
	Iteration 37Q: 3 clusters Score -356104.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -356112.625000 Penalty: 4220.343750
	Iteration 38Q: 3 clusters Score -356112.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -356120.625000 Penalty: 4220.343750
	Iteration 39Q: 3 clusters Score -356120.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -356132.156250 Penalty: 4220.343750
	Iteration 40F: 3 clusters Score -356132.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -356143.531250 Penalty: 4220.343750
	Iteration 41Q: 3 clusters Score -356143.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -356157.031250 Penalty: 4220.343750
	Iteration 42Q: 3 clusters Score -356157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -356168.437500 Penalty: 4220.343750
	Iteration 43Q: 3 clusters Score -356168.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -356173.875000 Penalty: 4220.343750
	Iteration 44Q: 3 clusters Score -356173.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -356178.125000 Penalty: 4220.343750
	Iteration 45Q: 3 clusters Score -356178.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -356185.843750 Penalty: 4220.343750
	Iteration 46Q: 3 clusters Score -356185.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -356194.531250 Penalty: 4220.343750
	Iteration 47Q: 3 clusters Score -356194.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -356202.250000 Penalty: 4220.343750
	Iteration 48Q: 3 clusters Score -356202.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -356208.187500 Penalty: 4220.343750
	Iteration 49Q: 3 clusters Score -356208.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -356214.093750 Penalty: 4220.343750
	Iteration 50Q: 3 clusters Score -356214.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -356220.625000 Penalty: 4220.343750
	Iteration 51Q: 3 clusters Score -356220.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -356225.031250 Penalty: 4220.343750
	Iteration 52Q: 3 clusters Score -356225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -356234.125000 Penalty: 4220.343750
	Iteration 53Q: 3 clusters Score -356234.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -356245.750000 Penalty: 4220.343750
	Iteration 54Q: 3 clusters Score -356245.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -356260.375000 Penalty: 4220.343750
	Iteration 55Q: 3 clusters Score -356260.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -356273.875000 Penalty: 4220.343750
	Iteration 56Q: 3 clusters Score -356273.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -356289.312500 Penalty: 4220.343750
	Iteration 57Q: 3 clusters Score -356289.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -356299.687500 Penalty: 4220.343750
	Iteration 58Q: 3 clusters Score -356299.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -356305.812500 Penalty: 4220.343750
	Iteration 59Q: 3 clusters Score -356305.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -356312.062500 Penalty: 4220.343750
	Iteration 60F: 3 clusters Score -356312.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -356316.625000 Penalty: 4220.343750
	Iteration 61Q: 3 clusters Score -356316.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -356322.218750 Penalty: 4220.343750
	Iteration 62Q: 3 clusters Score -356322.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -356329.031250 Penalty: 4220.343750
	Iteration 63Q: 3 clusters Score -356329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -356333.687500 Penalty: 4220.343750
	Iteration 64Q: 3 clusters Score -356333.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -356337.812500 Penalty: 4220.343750
	Iteration 65Q: 3 clusters Score -356337.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -356344.875000 Penalty: 4220.343750
	Iteration 66Q: 3 clusters Score -356344.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -356352.000000 Penalty: 4220.343750
	Iteration 67Q: 3 clusters Score -356352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -356360.375000 Penalty: 4220.343750
	Iteration 68Q: 3 clusters Score -356360.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -356371.093750 Penalty: 4220.343750
	Iteration 69Q: 3 clusters Score -356371.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -356376.812500 Penalty: 4220.343750
	Iteration 70Q: 3 clusters Score -356376.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -356382.093750 Penalty: 4220.343750
	Iteration 71Q: 3 clusters Score -356382.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -356387.812500 Penalty: 4220.343750
	Iteration 72Q: 3 clusters Score -356387.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -356392.625000 Penalty: 4220.343750
	Iteration 73Q: 3 clusters Score -356392.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -356396.531250 Penalty: 4220.343750
	Iteration 74Q: 3 clusters Score -356396.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -356398.218750 Penalty: 4220.343750
	Iteration 75Q: 3 clusters Score -356398.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -356399.093750 Penalty: 4220.343750
	Iteration 76Q: 3 clusters Score -356399.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -356400.093750 Penalty: 4220.343750
	Iteration 77Q: 3 clusters Score -356400.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -356401.062500 Penalty: 4220.343750
	Iteration 78Q: 3 clusters Score -356401.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -356400.781250 Penalty: 4220.343750
	Iteration 79Q: 3 clusters Score -356400.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -356401.906250 Penalty: 4220.343750
	Iteration 80F: 3 clusters Score -356401.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -356402.875000 Penalty: 4220.343750
	Iteration 81Q: 3 clusters Score -356402.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -356402.843750 Penalty: 4220.343750
	Iteration 82Q: 3 clusters Score -356402.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -356402.718750 Penalty: 4220.343750
	Iteration 83Q: 3 clusters Score -356402.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -356403.406250 Penalty: 4220.343750
	Iteration 84Q: 3 clusters Score -356403.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -356404.187500 Penalty: 4220.343750
	Iteration 85Q: 3 clusters Score -356404.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -356404.437500 Penalty: 4220.343750
	Iteration 86Q: 3 clusters Score -356404.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -356405.000000 Penalty: 4220.343750
	Iteration 87Q: 3 clusters Score -356405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -356406.093750 Penalty: 4220.343750
	Iteration 88Q: 3 clusters Score -356406.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -356406.093750 Penalty: 4220.343750
	Iteration 89F: 3 clusters Score -356406.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Entering Unmasked Estep 
Score: -184182.359375 Penalty: 1933.218262
	Iteration 0F: 2 clusters Score -184182.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -181259.718750 Penalty: 3866.436523
	Iteration 0F: 3 clusters Score -181259.7 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -181797.375000 Penalty: 3866.436523
	Iteration 1F: 3 clusters Score -181797.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -181926.031250 Penalty: 3866.436523
	Iteration 2F: 3 clusters Score -181926 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -181995.968750 Penalty: 3866.436523
	Iteration 3Q: 3 clusters Score -181996 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -182035.750000 Penalty: 3866.436523
	Iteration 4Q: 3 clusters Score -182035.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -182061.421875 Penalty: 3866.436523
	Iteration 5Q: 3 clusters Score -182061.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -182080.781250 Penalty: 3866.436523
	Iteration 6Q: 3 clusters Score -182080.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -182096.156250 Penalty: 3866.436523
	Iteration 7Q: 3 clusters Score -182096.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -182107.968750 Penalty: 3866.436523
	Iteration 8Q: 3 clusters Score -182108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -182113.765625 Penalty: 3866.436523
	Iteration 9Q: 3 clusters Score -182113.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -182120.406250 Penalty: 3866.436523
	Iteration 10Q: 3 clusters Score -182120.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -182126.531250 Penalty: 3866.436523
	Iteration 11Q: 3 clusters Score -182126.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -182132.156250 Penalty: 3866.436523
	Iteration 12Q: 3 clusters Score -182132.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -182135.921875 Penalty: 3866.436523
	Iteration 13Q: 3 clusters Score -182135.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -182137.218750 Penalty: 3866.436523
	Iteration 14Q: 3 clusters Score -182137.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -182139.890625 Penalty: 3866.436523
	Iteration 15Q: 3 clusters Score -182139.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -182140.765625 Penalty: 3866.436523
	Iteration 16Q: 3 clusters Score -182140.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -182142.140625 Penalty: 3866.436523
	Iteration 17Q: 3 clusters Score -182142.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -182142.578125 Penalty: 3866.436523
	Iteration 18Q: 3 clusters Score -182142.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -182143.218750 Penalty: 3866.436523
	Iteration 19Q: 3 clusters Score -182143.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -182143.828125 Penalty: 3866.436523
	Iteration 20F: 3 clusters Score -182143.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -182143.796875 Penalty: 3866.436523
	Iteration 21Q: 3 clusters Score -182143.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -182143.796875 Penalty: 3866.436523
	Iteration 22F: 3 clusters Score -182143.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Entering Unmasked Estep 
Score: -272006.375000 Penalty: 2092.714844
	Iteration 0F: 2 clusters Score -272006.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -267750.875000 Penalty: 4185.429688
	Iteration 0F: 3 clusters Score -267750.9 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -268854.406250 Penalty: 4185.429688
	Iteration 1F: 3 clusters Score -268854.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -269223.656250 Penalty: 4185.429688
	Iteration 2F: 3 clusters Score -269223.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -269494.562500 Penalty: 4185.429688
	Iteration 3F: 3 clusters Score -269494.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -269698.156250 Penalty: 4185.429688
	Iteration 4F: 3 clusters Score -269698.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -269858.187500 Penalty: 4185.429688
	Iteration 5Q: 3 clusters Score -269858.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -269982.437500 Penalty: 4185.429688
	Iteration 6Q: 3 clusters Score -269982.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -270124.125000 Penalty: 4185.429688
	Iteration 7Q: 3 clusters Score -270124.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -270266.437500 Penalty: 4185.429688
	Iteration 8Q: 3 clusters Score -270266.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -270355.625000 Penalty: 4185.429688
	Iteration 9Q: 3 clusters Score -270355.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -270432.375000 Penalty: 4185.429688
	Iteration 10Q: 3 clusters Score -270432.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -270484.062500 Penalty: 4185.429688
	Iteration 11Q: 3 clusters Score -270484.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -270523.281250 Penalty: 4185.429688
	Iteration 12Q: 3 clusters Score -270523.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -270552.968750 Penalty: 4185.429688
	Iteration 13Q: 3 clusters Score -270553 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -270576.437500 Penalty: 4185.429688
	Iteration 14Q: 3 clusters Score -270576.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -270597.000000 Penalty: 4185.429688
	Iteration 15Q: 3 clusters Score -270597 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -270612.718750 Penalty: 4185.429688
	Iteration 16Q: 3 clusters Score -270612.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -270629.093750 Penalty: 4185.429688
	Iteration 17Q: 3 clusters Score -270629.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -270643.843750 Penalty: 4185.429688
	Iteration 18Q: 3 clusters Score -270643.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -270658.375000 Penalty: 4185.429688
	Iteration 19Q: 3 clusters Score -270658.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -270671.968750 Penalty: 4185.429688
	Iteration 20F: 3 clusters Score -270672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -270689.406250 Penalty: 4185.429688
	Iteration 21Q: 3 clusters Score -270689.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -270707.593750 Penalty: 4185.429688
	Iteration 22Q: 3 clusters Score -270707.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -270728.031250 Penalty: 4185.429688
	Iteration 23Q: 3 clusters Score -270728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -270742.937500 Penalty: 4185.429688
	Iteration 24Q: 3 clusters Score -270742.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -270754.906250 Penalty: 4185.429688
	Iteration 25Q: 3 clusters Score -270754.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -270765.187500 Penalty: 4185.429688
	Iteration 26Q: 3 clusters Score -270765.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -270777.375000 Penalty: 4185.429688
	Iteration 27Q: 3 clusters Score -270777.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -270790.375000 Penalty: 4185.429688
	Iteration 28Q: 3 clusters Score -270790.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -270803.531250 Penalty: 4185.429688
	Iteration 29Q: 3 clusters Score -270803.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -270812.843750 Penalty: 4185.429688
	Iteration 30Q: 3 clusters Score -270812.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -270819.593750 Penalty: 4185.429688
	Iteration 31Q: 3 clusters Score -270819.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -270826.625000 Penalty: 4185.429688
	Iteration 32Q: 3 clusters Score -270826.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -270831.562500 Penalty: 4185.429688
	Iteration 33Q: 3 clusters Score -270831.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -270838.187500 Penalty: 4185.429688
	Iteration 34Q: 3 clusters Score -270838.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -270847.625000 Penalty: 4185.429688
	Iteration 35Q: 3 clusters Score -270847.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -270856.843750 Penalty: 4185.429688
	Iteration 36Q: 3 clusters Score -270856.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -270872.593750 Penalty: 4185.429688
	Iteration 37Q: 3 clusters Score -270872.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -270896.312500 Penalty: 4185.429688
	Iteration 38Q: 3 clusters Score -270896.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -270921.906250 Penalty: 4185.429688
	Iteration 39Q: 3 clusters Score -270921.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -270938.312500 Penalty: 4185.429688
	Iteration 40F: 3 clusters Score -270938.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -270954.000000 Penalty: 4185.429688
	Iteration 41Q: 3 clusters Score -270954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -270967.000000 Penalty: 4185.429688
	Iteration 42Q: 3 clusters Score -270967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -270985.968750 Penalty: 4185.429688
	Iteration 43Q: 3 clusters Score -270986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -271006.031250 Penalty: 4185.429688
	Iteration 44Q: 3 clusters Score -271006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -271030.687500 Penalty: 4185.429688
	Iteration 45Q: 3 clusters Score -271030.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -271051.187500 Penalty: 4185.429688
	Iteration 46Q: 3 clusters Score -271051.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -271071.000000 Penalty: 4185.429688
	Iteration 47Q: 3 clusters Score -271071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -271084.468750 Penalty: 4185.429688
	Iteration 48Q: 3 clusters Score -271084.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -271097.687500 Penalty: 4185.429688
	Iteration 49Q: 3 clusters Score -271097.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -271104.156250 Penalty: 4185.429688
	Iteration 50Q: 3 clusters Score -271104.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -271106.437500 Penalty: 4185.429688
	Iteration 51Q: 3 clusters Score -271106.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -271108.343750 Penalty: 4185.429688
	Iteration 52Q: 3 clusters Score -271108.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -271110.437500 Penalty: 4185.429688
	Iteration 53Q: 3 clusters Score -271110.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -271110.562500 Penalty: 4185.429688
	Iteration 54Q: 3 clusters Score -271110.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -271111.125000 Penalty: 4185.429688
	Iteration 55Q: 3 clusters Score -271111.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -271111.156250 Penalty: 4185.429688
	Iteration 56Q: 3 clusters Score -271111.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -271112.343750 Penalty: 4185.429688
	Iteration 57Q: 3 clusters Score -271112.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -271112.812500 Penalty: 4185.429688
	Iteration 58Q: 3 clusters Score -271112.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -271113.156250 Penalty: 4185.429688
	Iteration 59Q: 3 clusters Score -271113.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -271113.156250 Penalty: 4185.429688
	Iteration 60F: 3 clusters Score -271113.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Entering Unmasked Estep 
Score: -1190653.125000 Penalty: 2430.980469
	Iteration 0F: 2 clusters Score -1190653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1177897.750000 Penalty: 4861.960938
	Iteration 0F: 3 clusters Score -1177898 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1182282.750000 Penalty: 4861.960938
	Iteration 1F: 3 clusters Score -1182283 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1182789.000000 Penalty: 4861.960938
	Iteration 2F: 3 clusters Score -1182789 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1183281.750000 Penalty: 4861.960938
	Iteration 3F: 3 clusters Score -1183282 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1183776.375000 Penalty: 4861.960938
	Iteration 4F: 3 clusters Score -1183776 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1184392.000000 Penalty: 4861.960938
	Iteration 5F: 3 clusters Score -1184392 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1185136.625000 Penalty: 4861.960938
	Iteration 6F: 3 clusters Score -1185137 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1186056.500000 Penalty: 4861.960938
	Iteration 7F: 3 clusters Score -1186056 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1186958.125000 Penalty: 4861.960938
	Iteration 8F: 3 clusters Score -1186958 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1187687.250000 Penalty: 4861.960938
	Iteration 9Q: 3 clusters Score -1187687 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1188253.625000 Penalty: 4861.960938
	Iteration 10Q: 3 clusters Score -1188254 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1188623.250000 Penalty: 4861.960938
	Iteration 11Q: 3 clusters Score -1188623 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1188877.375000 Penalty: 4861.960938
	Iteration 12Q: 3 clusters Score -1188877 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1189015.375000 Penalty: 4861.960938
	Iteration 13Q: 3 clusters Score -1189015 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1189086.750000 Penalty: 4861.960938
	Iteration 14Q: 3 clusters Score -1189087 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1189118.375000 Penalty: 4861.960938
	Iteration 15Q: 3 clusters Score -1189118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1189141.125000 Penalty: 4861.960938
	Iteration 16Q: 3 clusters Score -1189141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1189152.500000 Penalty: 4861.960938
	Iteration 17Q: 3 clusters Score -1189152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1189165.125000 Penalty: 4861.960938
	Iteration 18Q: 3 clusters Score -1189165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1189171.250000 Penalty: 4861.960938
	Iteration 19Q: 3 clusters Score -1189171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1189179.250000 Penalty: 4861.960938
	Iteration 20F: 3 clusters Score -1189179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1189183.375000 Penalty: 4861.960938
	Iteration 21Q: 3 clusters Score -1189183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1189188.000000 Penalty: 4861.960938
	Iteration 22Q: 3 clusters Score -1189188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1189193.500000 Penalty: 4861.960938
	Iteration 23Q: 3 clusters Score -1189194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1189197.625000 Penalty: 4861.960938
	Iteration 24Q: 3 clusters Score -1189198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1189200.750000 Penalty: 4861.960938
	Iteration 25Q: 3 clusters Score -1189201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1189208.500000 Penalty: 4861.960938
	Iteration 26Q: 3 clusters Score -1189208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1189217.375000 Penalty: 4861.960938
	Iteration 27Q: 3 clusters Score -1189217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1189222.875000 Penalty: 4861.960938
	Iteration 28Q: 3 clusters Score -1189223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1189229.875000 Penalty: 4861.960938
	Iteration 29Q: 3 clusters Score -1189230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1189235.625000 Penalty: 4861.960938
	Iteration 30Q: 3 clusters Score -1189236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1189234.750000 Penalty: 4861.960938
	Iteration 31Q: 3 clusters Score -1189235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1189235.250000 Penalty: 4861.960938
	Iteration 32Q: 3 clusters Score -1189235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1189239.000000 Penalty: 4861.960938
	Iteration 33Q: 3 clusters Score -1189239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1189242.125000 Penalty: 4861.960938
	Iteration 34Q: 3 clusters Score -1189242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1189241.750000 Penalty: 4861.960938
	Iteration 35Q: 3 clusters Score -1189242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1189244.875000 Penalty: 4861.960938
	Iteration 36Q: 3 clusters Score -1189245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1189244.750000 Penalty: 4861.960938
	Iteration 37Q: 3 clusters Score -1189245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1189244.750000 Penalty: 4861.960938
	Iteration 38F: 3 clusters Score -1189245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (40219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Entering Unmasked Estep 
Score: -3176496.250000 Penalty: 2629.319580
	Iteration 0F: 2 clusters Score -3176496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -3149306.000000 Penalty: 5258.639160
	Iteration 0F: 3 clusters Score -3149306 nChanged 18368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -3159760.750000 Penalty: 5258.639160
	Iteration 1F: 3 clusters Score -3159761 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -3160785.000000 Penalty: 5258.639160
	Iteration 2F: 3 clusters Score -3160785 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -3162151.500000 Penalty: 5258.639160
	Iteration 3F: 3 clusters Score -3162152 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -3164225.000000 Penalty: 5258.639160
	Iteration 4F: 3 clusters Score -3164225 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -3166911.000000 Penalty: 5258.639160
	Iteration 5F: 3 clusters Score -3166911 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -3169875.000000 Penalty: 5258.639160
	Iteration 6F: 3 clusters Score -3169875 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -3172275.250000 Penalty: 5258.639160
	Iteration 7F: 3 clusters Score -3172275 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -3173510.000000 Penalty: 5258.639160
	Iteration 8Q: 3 clusters Score -3173510 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -3173981.000000 Penalty: 5258.639160
	Iteration 9Q: 3 clusters Score -3173981 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -3174182.750000 Penalty: 5258.639160
	Iteration 10Q: 3 clusters Score -3174183 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -3174293.250000 Penalty: 5258.639160
	Iteration 11Q: 3 clusters Score -3174293 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -3174370.750000 Penalty: 5258.639160
	Iteration 12Q: 3 clusters Score -3174371 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -3174427.250000 Penalty: 5258.639160
	Iteration 13Q: 3 clusters Score -3174427 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -3174475.500000 Penalty: 5258.639160
	Iteration 14Q: 3 clusters Score -3174476 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -3174506.750000 Penalty: 5258.639160
	Iteration 15Q: 3 clusters Score -3174507 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -3174547.750000 Penalty: 5258.639160
	Iteration 16Q: 3 clusters Score -3174548 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -3174593.500000 Penalty: 5258.639160
	Iteration 17Q: 3 clusters Score -3174594 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -3174609.500000 Penalty: 5258.639160
	Iteration 18Q: 3 clusters Score -3174610 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -3174633.500000 Penalty: 5258.639160
	Iteration 19Q: 3 clusters Score -3174634 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -3174653.250000 Penalty: 5258.639160
	Iteration 20F: 3 clusters Score -3174653 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -3174687.500000 Penalty: 5258.639160
	Iteration 21Q: 3 clusters Score -3174688 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -3174710.750000 Penalty: 5258.639160
	Iteration 22Q: 3 clusters Score -3174711 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -3174719.000000 Penalty: 5258.639160
	Iteration 23Q: 3 clusters Score -3174719 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -3174755.250000 Penalty: 5258.639160
	Iteration 24Q: 3 clusters Score -3174755 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -3174768.000000 Penalty: 5258.639160
	Iteration 25Q: 3 clusters Score -3174768 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -3174792.500000 Penalty: 5258.639160
	Iteration 26Q: 3 clusters Score -3174792 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -3174802.250000 Penalty: 5258.639160
	Iteration 27Q: 3 clusters Score -3174802 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -3174821.750000 Penalty: 5258.639160
	Iteration 28Q: 3 clusters Score -3174822 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -3174833.500000 Penalty: 5258.639160
	Iteration 29Q: 3 clusters Score -3174834 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -3174831.000000 Penalty: 5258.639160
	Iteration 30Q: 3 clusters Score -3174831 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -3174841.750000 Penalty: 5258.639160
	Iteration 31Q: 3 clusters Score -3174842 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -3174855.750000 Penalty: 5258.639160
	Iteration 32Q: 3 clusters Score -3174856 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -3174857.000000 Penalty: 5258.639160
	Iteration 33Q: 3 clusters Score -3174857 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -3174863.250000 Penalty: 5258.639160
	Iteration 34Q: 3 clusters Score -3174863 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -3174880.250000 Penalty: 5258.639160
	Iteration 35Q: 3 clusters Score -3174880 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -3174878.000000 Penalty: 5258.639160
	Iteration 36Q: 3 clusters Score -3174878 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -3174884.750000 Penalty: 5258.639160
	Iteration 37Q: 3 clusters Score -3174885 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -3174900.750000 Penalty: 5258.639160
	Iteration 38Q: 3 clusters Score -3174901 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -3174915.750000 Penalty: 5258.639160
	Iteration 39Q: 3 clusters Score -3174916 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -3174920.750000 Penalty: 5258.639160
	Iteration 40F: 3 clusters Score -3174921 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -3174927.250000 Penalty: 5258.639160
	Iteration 41Q: 3 clusters Score -3174927 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -3174937.250000 Penalty: 5258.639160
	Iteration 42Q: 3 clusters Score -3174937 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -3174937.500000 Penalty: 5258.639160
	Iteration 43Q: 3 clusters Score -3174938 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -3174948.250000 Penalty: 5258.639160
	Iteration 44Q: 3 clusters Score -3174948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -3174955.000000 Penalty: 5258.639160
	Iteration 45Q: 3 clusters Score -3174955 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -3174970.000000 Penalty: 5258.639160
	Iteration 46Q: 3 clusters Score -3174970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -3174969.500000 Penalty: 5258.639160
	Iteration 47Q: 3 clusters Score -3174970 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -3174981.500000 Penalty: 5258.639160
	Iteration 48Q: 3 clusters Score -3174982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -3174988.250000 Penalty: 5258.639160
	Iteration 49Q: 3 clusters Score -3174988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -3174999.750000 Penalty: 5258.639160
	Iteration 50Q: 3 clusters Score -3175000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -3174995.500000 Penalty: 5258.639160
	Iteration 51Q: 3 clusters Score -3174996 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -3174998.250000 Penalty: 5258.639160
	Iteration 52Q: 3 clusters Score -3174998 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -3175014.500000 Penalty: 5258.639160
	Iteration 53Q: 3 clusters Score -3175014 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -3175025.000000 Penalty: 5258.639160
	Iteration 54Q: 3 clusters Score -3175025 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -3175030.250000 Penalty: 5258.639160
	Iteration 55Q: 3 clusters Score -3175030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -3175041.500000 Penalty: 5258.639160
	Iteration 56Q: 3 clusters Score -3175042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -3175050.000000 Penalty: 5258.639160
	Iteration 57Q: 3 clusters Score -3175050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -3175048.000000 Penalty: 5258.639160
	Iteration 58Q: 3 clusters Score -3175048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3175050.500000 Penalty: 5258.639160
	Iteration 59Q: 3 clusters Score -3175050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -3175050.500000 Penalty: 5258.639160
	Iteration 60F: 3 clusters Score -3175050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -3175049.000000 Penalty: 5258.639160
	Iteration 61Q: 3 clusters Score -3175049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3175052.750000 Penalty: 5258.639160
	Iteration 62Q: 3 clusters Score -3175053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -3175060.750000 Penalty: 5258.639160
	Iteration 63Q: 3 clusters Score -3175061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -3175056.750000 Penalty: 5258.639160
	Iteration 64Q: 3 clusters Score -3175057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -3175066.250000 Penalty: 5258.639160
	Iteration 65Q: 3 clusters Score -3175066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -3175068.750000 Penalty: 5258.639160
	Iteration 66Q: 3 clusters Score -3175069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -3175068.250000 Penalty: 5258.639160
	Iteration 67Q: 3 clusters Score -3175068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -3175062.500000 Penalty: 5258.639160
	Iteration 68Q: 3 clusters Score -3175062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -3175063.250000 Penalty: 5258.639160
	Iteration 69Q: 3 clusters Score -3175063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -3175064.750000 Penalty: 5258.639160
	Iteration 70Q: 3 clusters Score -3175065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -3175062.750000 Penalty: 5258.639160
	Iteration 71Q: 3 clusters Score -3175063 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3175079.000000 Penalty: 5258.639160
	Iteration 72Q: 3 clusters Score -3175079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -3175075.500000 Penalty: 5258.639160
	Iteration 73Q: 3 clusters Score -3175076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -3175075.750000 Penalty: 5258.639160
	Iteration 74Q: 3 clusters Score -3175076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -3175075.750000 Penalty: 5258.639160
	Iteration 75Q: 3 clusters Score -3175076 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -3175086.250000 Penalty: 5258.639160
	Iteration 76Q: 3 clusters Score -3175086 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -3175087.750000 Penalty: 5258.639160
	Iteration 77Q: 3 clusters Score -3175088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -3175088.750000 Penalty: 5258.639160
	Iteration 78Q: 3 clusters Score -3175089 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -3175086.750000 Penalty: 5258.639160
	Iteration 79Q: 3 clusters Score -3175087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3175086.250000 Penalty: 5258.639160
	Iteration 80F: 3 clusters Score -3175086 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -3175090.750000 Penalty: 5258.639160
	Iteration 81Q: 3 clusters Score -3175091 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -3175095.000000 Penalty: 5258.639160
	Iteration 82Q: 3 clusters Score -3175095 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36566 members 
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Entering Unmasked Estep 
Score: -3175091.500000 Penalty: 5258.639160
	Iteration 83Q: 3 clusters Score -3175092 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36582 members 
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Entering Unmasked Estep 
Score: -3175103.000000 Penalty: 5258.639160
	Iteration 84Q: 3 clusters Score -3175103 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -3175098.250000 Penalty: 5258.639160
	Iteration 85Q: 3 clusters Score -3175098 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -3175102.250000 Penalty: 5258.639160
	Iteration 86Q: 3 clusters Score -3175102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -3175100.250000 Penalty: 5258.639160
	Iteration 87Q: 3 clusters Score -3175100 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3175111.000000 Penalty: 5258.639160
	Iteration 88Q: 3 clusters Score -3175111 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -3175116.750000 Penalty: 5258.639160
	Iteration 89Q: 3 clusters Score -3175117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -3175123.000000 Penalty: 5258.639160
	Iteration 90Q: 3 clusters Score -3175123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -3175126.250000 Penalty: 5258.639160
	Iteration 91Q: 3 clusters Score -3175126 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -3175122.000000 Penalty: 5258.639160
	Iteration 92Q: 3 clusters Score -3175122 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -3175121.000000 Penalty: 5258.639160
	Iteration 93Q: 3 clusters Score -3175121 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -3175118.250000 Penalty: 5258.639160
	Iteration 94Q: 3 clusters Score -3175118 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -3175126.000000 Penalty: 5258.639160
	Iteration 95Q: 3 clusters Score -3175126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3175122.000000 Penalty: 5258.639160
	Iteration 96Q: 3 clusters Score -3175122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -3175122.000000 Penalty: 5258.639160
	Iteration 97Q: 3 clusters Score -3175122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -3175123.250000 Penalty: 5258.639160
	Iteration 98Q: 3 clusters Score -3175123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -3175120.000000 Penalty: 5258.639160
	Iteration 99Q: 3 clusters Score -3175120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -3175120.000000 Penalty: 5258.639160
	Iteration 100F: 3 clusters Score -3175120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Entering Unmasked Estep 
Score: -959051.500000 Penalty: 2351.509521
	Iteration 0F: 2 clusters Score -959051.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -949343.937500 Penalty: 4703.019043
	Iteration 0F: 3 clusters Score -949343.9 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -952526.125000 Penalty: 4703.019043
	Iteration 1F: 3 clusters Score -952526.1 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -953015.312500 Penalty: 4703.019043
	Iteration 2F: 3 clusters Score -953015.3 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -953493.812500 Penalty: 4703.019043
	Iteration 3F: 3 clusters Score -953493.8 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -954014.437500 Penalty: 4703.019043
	Iteration 4F: 3 clusters Score -954014.4 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -954507.000000 Penalty: 4703.019043
	Iteration 5F: 3 clusters Score -954507 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -954974.687500 Penalty: 4703.019043
	Iteration 6F: 3 clusters Score -954974.7 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -955367.250000 Penalty: 4703.019043
	Iteration 7Q: 3 clusters Score -955367.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -955688.437500 Penalty: 4703.019043
	Iteration 8Q: 3 clusters Score -955688.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -955975.375000 Penalty: 4703.019043
	Iteration 9Q: 3 clusters Score -955975.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -956233.750000 Penalty: 4703.019043
	Iteration 10Q: 3 clusters Score -956233.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -956476.687500 Penalty: 4703.019043
	Iteration 11Q: 3 clusters Score -956476.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -956745.875000 Penalty: 4703.019043
	Iteration 12Q: 3 clusters Score -956745.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -957002.937500 Penalty: 4703.019043
	Iteration 13Q: 3 clusters Score -957002.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -957203.875000 Penalty: 4703.019043
	Iteration 14Q: 3 clusters Score -957203.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -957366.687500 Penalty: 4703.019043
	Iteration 15Q: 3 clusters Score -957366.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -957441.500000 Penalty: 4703.019043
	Iteration 16Q: 3 clusters Score -957441.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -957475.562500 Penalty: 4703.019043
	Iteration 17Q: 3 clusters Score -957475.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -957494.625000 Penalty: 4703.019043
	Iteration 18Q: 3 clusters Score -957494.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -957505.437500 Penalty: 4703.019043
	Iteration 19Q: 3 clusters Score -957505.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -957518.625000 Penalty: 4703.019043
	Iteration 20F: 3 clusters Score -957518.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -957522.187500 Penalty: 4703.019043
	Iteration 21Q: 3 clusters Score -957522.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -957528.812500 Penalty: 4703.019043
	Iteration 22Q: 3 clusters Score -957528.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -957533.375000 Penalty: 4703.019043
	Iteration 23Q: 3 clusters Score -957533.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -957537.187500 Penalty: 4703.019043
	Iteration 24Q: 3 clusters Score -957537.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -957537.625000 Penalty: 4703.019043
	Iteration 25Q: 3 clusters Score -957537.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -957541.375000 Penalty: 4703.019043
	Iteration 26Q: 3 clusters Score -957541.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -957544.375000 Penalty: 4703.019043
	Iteration 27Q: 3 clusters Score -957544.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -957540.812500 Penalty: 4703.019043
	Iteration 28Q: 3 clusters Score -957540.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -957544.625000 Penalty: 4703.019043
	Iteration 29Q: 3 clusters Score -957544.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -957546.187500 Penalty: 4703.019043
	Iteration 30Q: 3 clusters Score -957546.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -957545.187500 Penalty: 4703.019043
	Iteration 31Q: 3 clusters Score -957545.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -957547.937500 Penalty: 4703.019043
	Iteration 32Q: 3 clusters Score -957547.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -957551.062500 Penalty: 4703.019043
	Iteration 33Q: 3 clusters Score -957551.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -957550.187500 Penalty: 4703.019043
	Iteration 34Q: 3 clusters Score -957550.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -957550.875000 Penalty: 4703.019043
	Iteration 35Q: 3 clusters Score -957550.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -957550.000000 Penalty: 4703.019043
	Iteration 36Q: 3 clusters Score -957550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -957554.562500 Penalty: 4703.019043
	Iteration 37Q: 3 clusters Score -957554.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -957553.687500 Penalty: 4703.019043
	Iteration 38Q: 3 clusters Score -957553.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -957552.000000 Penalty: 4703.019043
	Iteration 39Q: 3 clusters Score -957552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -957553.875000 Penalty: 4703.019043
	Iteration 40F: 3 clusters Score -957553.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -957555.375000 Penalty: 4703.019043
	Iteration 41Q: 3 clusters Score -957555.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -957556.312500 Penalty: 4703.019043
	Iteration 42Q: 3 clusters Score -957556.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -957554.937500 Penalty: 4703.019043
	Iteration 43Q: 3 clusters Score -957554.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -957555.000000 Penalty: 4703.019043
	Iteration 44Q: 3 clusters Score -957555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -957555.000000 Penalty: 4703.019043
	Iteration 45F: 3 clusters Score -957555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -93793.242188 Penalty: 1848.770508
	Iteration 0F: 2 clusters Score -93793.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -91394.117188 Penalty: 3697.541016
	Iteration 0F: 3 clusters Score -91394.12 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -91981.601562 Penalty: 3697.541016
	Iteration 1F: 3 clusters Score -91981.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -92321.187500 Penalty: 3697.541016
	Iteration 2F: 3 clusters Score -92321.19 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -92626.937500 Penalty: 3697.541016
	Iteration 3F: 3 clusters Score -92626.94 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -92890.460938 Penalty: 3697.541016
	Iteration 4F: 3 clusters Score -92890.46 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -93040.671875 Penalty: 3697.541016
	Iteration 5F: 3 clusters Score -93040.67 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -93106.148438 Penalty: 3697.541016
	Iteration 6Q: 3 clusters Score -93106.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -93142.046875 Penalty: 3697.541016
	Iteration 7Q: 3 clusters Score -93142.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -93161.851562 Penalty: 3697.541016
	Iteration 8Q: 3 clusters Score -93161.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -93180.820312 Penalty: 3697.541016
	Iteration 9Q: 3 clusters Score -93180.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -93195.718750 Penalty: 3697.541016
	Iteration 10Q: 3 clusters Score -93195.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -93210.046875 Penalty: 3697.541016
	Iteration 11Q: 3 clusters Score -93210.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -93217.648438 Penalty: 3697.541016
	Iteration 12Q: 3 clusters Score -93217.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -93220.312500 Penalty: 3697.541016
	Iteration 13Q: 3 clusters Score -93220.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -93222.195312 Penalty: 3697.541016
	Iteration 14Q: 3 clusters Score -93222.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -93222.632812 Penalty: 3697.541016
	Iteration 15Q: 3 clusters Score -93222.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -93223.429688 Penalty: 3697.541016
	Iteration 16Q: 3 clusters Score -93223.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -93223.429688 Penalty: 3697.541016
	Iteration 17F: 3 clusters Score -93223.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Entering Unmasked Estep 
Score: -360016.375000 Penalty: 2112.263916
	Iteration 0F: 2 clusters Score -360016.4 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 2536 members 
Entering Unmasked Estep 
Score: -355485.281250 Penalty: 4224.527832
	Iteration 0F: 3 clusters Score -355485.3 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -356681.187500 Penalty: 4224.527832
	Iteration 1F: 3 clusters Score -356681.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -357012.625000 Penalty: 4224.527832
	Iteration 2F: 3 clusters Score -357012.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -357342.468750 Penalty: 4224.527832
	Iteration 3F: 3 clusters Score -357342.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -357655.906250 Penalty: 4224.527832
	Iteration 4F: 3 clusters Score -357655.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -357904.843750 Penalty: 4224.527832
	Iteration 5F: 3 clusters Score -357904.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -358119.406250 Penalty: 4224.527832
	Iteration 6Q: 3 clusters Score -358119.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -358316.687500 Penalty: 4224.527832
	Iteration 7Q: 3 clusters Score -358316.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -358453.625000 Penalty: 4224.527832
	Iteration 8Q: 3 clusters Score -358453.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -358570.031250 Penalty: 4224.527832
	Iteration 9Q: 3 clusters Score -358570 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -358669.093750 Penalty: 4224.527832
	Iteration 10Q: 3 clusters Score -358669.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -358731.375000 Penalty: 4224.527832
	Iteration 11Q: 3 clusters Score -358731.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -358771.750000 Penalty: 4224.527832
	Iteration 12Q: 3 clusters Score -358771.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -358812.125000 Penalty: 4224.527832
	Iteration 13Q: 3 clusters Score -358812.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -358838.750000 Penalty: 4224.527832
	Iteration 14Q: 3 clusters Score -358838.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -358867.625000 Penalty: 4224.527832
	Iteration 15Q: 3 clusters Score -358867.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -358890.781250 Penalty: 4224.527832
	Iteration 16Q: 3 clusters Score -358890.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -358906.062500 Penalty: 4224.527832
	Iteration 17Q: 3 clusters Score -358906.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -358919.312500 Penalty: 4224.527832
	Iteration 18Q: 3 clusters Score -358919.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -358934.187500 Penalty: 4224.527832
	Iteration 19Q: 3 clusters Score -358934.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -358947.406250 Penalty: 4224.527832
	Iteration 20F: 3 clusters Score -358947.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -358958.718750 Penalty: 4224.527832
	Iteration 21Q: 3 clusters Score -358958.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -358968.937500 Penalty: 4224.527832
	Iteration 22Q: 3 clusters Score -358968.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -358972.750000 Penalty: 4224.527832
	Iteration 23Q: 3 clusters Score -358972.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -358975.500000 Penalty: 4224.527832
	Iteration 24Q: 3 clusters Score -358975.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -358978.031250 Penalty: 4224.527832
	Iteration 25Q: 3 clusters Score -358978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -358980.750000 Penalty: 4224.527832
	Iteration 26Q: 3 clusters Score -358980.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -358983.375000 Penalty: 4224.527832
	Iteration 27Q: 3 clusters Score -358983.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -358985.437500 Penalty: 4224.527832
	Iteration 28Q: 3 clusters Score -358985.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -358987.062500 Penalty: 4224.527832
	Iteration 29Q: 3 clusters Score -358987.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -358988.406250 Penalty: 4224.527832
	Iteration 30Q: 3 clusters Score -358988.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -358990.156250 Penalty: 4224.527832
	Iteration 31Q: 3 clusters Score -358990.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -358990.375000 Penalty: 4224.527832
	Iteration 32Q: 3 clusters Score -358990.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -358990.375000 Penalty: 4224.527832
	Iteration 33F: 3 clusters Score -358990.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (29122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Entering Unmasked Estep 
Score: -2192180.000000 Penalty: 2549.253906
	Iteration 0F: 2 clusters Score -2192180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2172204.250000 Penalty: 5098.507812
	Iteration 0F: 3 clusters Score -2172204 nChanged 13038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2179240.000000 Penalty: 5098.507812
	Iteration 1F: 3 clusters Score -2179240 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2179713.000000 Penalty: 5098.507812
	Iteration 2Q: 3 clusters Score -2179713 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2180181.250000 Penalty: 5098.507812
	Iteration 3Q: 3 clusters Score -2180181 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2180780.000000 Penalty: 5098.507812
	Iteration 4Q: 3 clusters Score -2180780 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2181540.000000 Penalty: 5098.507812
	Iteration 5Q: 3 clusters Score -2181540 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2182357.750000 Penalty: 5098.507812
	Iteration 6Q: 3 clusters Score -2182358 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2183266.750000 Penalty: 5098.507812
	Iteration 7F: 3 clusters Score -2183267 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2184312.250000 Penalty: 5098.507812
	Iteration 8F: 3 clusters Score -2184312 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2185322.250000 Penalty: 5098.507812
	Iteration 9F: 3 clusters Score -2185322 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2186277.500000 Penalty: 5098.507812
	Iteration 10F: 3 clusters Score -2186278 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2187021.250000 Penalty: 5098.507812
	Iteration 11Q: 3 clusters Score -2187021 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2187451.000000 Penalty: 5098.507812
	Iteration 12Q: 3 clusters Score -2187451 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2187724.500000 Penalty: 5098.507812
	Iteration 13Q: 3 clusters Score -2187724 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2187874.500000 Penalty: 5098.507812
	Iteration 14Q: 3 clusters Score -2187874 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2187969.500000 Penalty: 5098.507812
	Iteration 15Q: 3 clusters Score -2187970 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2188054.000000 Penalty: 5098.507812
	Iteration 16Q: 3 clusters Score -2188054 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2188136.250000 Penalty: 5098.507812
	Iteration 17Q: 3 clusters Score -2188136 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2188206.000000 Penalty: 5098.507812
	Iteration 18Q: 3 clusters Score -2188206 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2188277.250000 Penalty: 5098.507812
	Iteration 19Q: 3 clusters Score -2188277 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2188342.000000 Penalty: 5098.507812
	Iteration 20F: 3 clusters Score -2188342 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2188429.500000 Penalty: 5098.507812
	Iteration 21Q: 3 clusters Score -2188430 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2188501.250000 Penalty: 5098.507812
	Iteration 22Q: 3 clusters Score -2188501 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2188604.250000 Penalty: 5098.507812
	Iteration 23Q: 3 clusters Score -2188604 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2188713.500000 Penalty: 5098.507812
	Iteration 24Q: 3 clusters Score -2188714 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2188858.000000 Penalty: 5098.507812
	Iteration 25Q: 3 clusters Score -2188858 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2189048.000000 Penalty: 5098.507812
	Iteration 26Q: 3 clusters Score -2189048 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2189312.500000 Penalty: 5098.507812
	Iteration 27Q: 3 clusters Score -2189312 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2189646.250000 Penalty: 5098.507812
	Iteration 28Q: 3 clusters Score -2189646 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2189907.500000 Penalty: 5098.507812
	Iteration 29Q: 3 clusters Score -2189908 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2190106.250000 Penalty: 5098.507812
	Iteration 30Q: 3 clusters Score -2190106 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2190243.500000 Penalty: 5098.507812
	Iteration 31Q: 3 clusters Score -2190244 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2190345.250000 Penalty: 5098.507812
	Iteration 32Q: 3 clusters Score -2190345 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2190419.250000 Penalty: 5098.507812
	Iteration 33Q: 3 clusters Score -2190419 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2190485.250000 Penalty: 5098.507812
	Iteration 34Q: 3 clusters Score -2190485 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2190529.750000 Penalty: 5098.507812
	Iteration 35Q: 3 clusters Score -2190530 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2190560.750000 Penalty: 5098.507812
	Iteration 36Q: 3 clusters Score -2190561 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2190589.000000 Penalty: 5098.507812
	Iteration 37Q: 3 clusters Score -2190589 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2190637.000000 Penalty: 5098.507812
	Iteration 38Q: 3 clusters Score -2190637 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2190678.500000 Penalty: 5098.507812
	Iteration 39Q: 3 clusters Score -2190678 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2190696.500000 Penalty: 5098.507812
	Iteration 40F: 3 clusters Score -2190696 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2190721.000000 Penalty: 5098.507812
	Iteration 41Q: 3 clusters Score -2190721 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2190734.750000 Penalty: 5098.507812
	Iteration 42Q: 3 clusters Score -2190735 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2190743.250000 Penalty: 5098.507812
	Iteration 43Q: 3 clusters Score -2190743 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2190752.250000 Penalty: 5098.507812
	Iteration 44Q: 3 clusters Score -2190752 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2190767.500000 Penalty: 5098.507812
	Iteration 45Q: 3 clusters Score -2190768 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2190786.750000 Penalty: 5098.507812
	Iteration 46Q: 3 clusters Score -2190787 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2190786.750000 Penalty: 5098.507812
	Iteration 47Q: 3 clusters Score -2190787 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2190795.750000 Penalty: 5098.507812
	Iteration 48Q: 3 clusters Score -2190796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2190804.250000 Penalty: 5098.507812
	Iteration 49Q: 3 clusters Score -2190804 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2190812.750000 Penalty: 5098.507812
	Iteration 50Q: 3 clusters Score -2190813 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2190818.000000 Penalty: 5098.507812
	Iteration 51Q: 3 clusters Score -2190818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2190830.500000 Penalty: 5098.507812
	Iteration 52Q: 3 clusters Score -2190830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2190839.250000 Penalty: 5098.507812
	Iteration 53Q: 3 clusters Score -2190839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2190838.250000 Penalty: 5098.507812
	Iteration 54Q: 3 clusters Score -2190838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2190843.750000 Penalty: 5098.507812
	Iteration 55Q: 3 clusters Score -2190844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2190840.750000 Penalty: 5098.507812
	Iteration 56Q: 3 clusters Score -2190841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2190842.500000 Penalty: 5098.507812
	Iteration 57Q: 3 clusters Score -2190842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2190847.000000 Penalty: 5098.507812
	Iteration 58Q: 3 clusters Score -2190847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2190845.250000 Penalty: 5098.507812
	Iteration 59Q: 3 clusters Score -2190845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2190845.750000 Penalty: 5098.507812
	Iteration 60F: 3 clusters Score -2190846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2190849.500000 Penalty: 5098.507812
	Iteration 61Q: 3 clusters Score -2190850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2190854.000000 Penalty: 5098.507812
	Iteration 62Q: 3 clusters Score -2190854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2190852.000000 Penalty: 5098.507812
	Iteration 63Q: 3 clusters Score -2190852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2190858.250000 Penalty: 5098.507812
	Iteration 64Q: 3 clusters Score -2190858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2190862.250000 Penalty: 5098.507812
	Iteration 65Q: 3 clusters Score -2190862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2190863.500000 Penalty: 5098.507812
	Iteration 66Q: 3 clusters Score -2190864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2190864.250000 Penalty: 5098.507812
	Iteration 67Q: 3 clusters Score -2190864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2190865.000000 Penalty: 5098.507812
	Iteration 68Q: 3 clusters Score -2190865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2190862.750000 Penalty: 5098.507812
	Iteration 69Q: 3 clusters Score -2190863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2190861.500000 Penalty: 5098.507812
	Iteration 70Q: 3 clusters Score -2190862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2190864.250000 Penalty: 5098.507812
	Iteration 71Q: 3 clusters Score -2190864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2190865.500000 Penalty: 5098.507812
	Iteration 72Q: 3 clusters Score -2190866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2190863.750000 Penalty: 5098.507812
	Iteration 73Q: 3 clusters Score -2190864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2190865.250000 Penalty: 5098.507812
	Iteration 74Q: 3 clusters Score -2190865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2190867.500000 Penalty: 5098.507812
	Iteration 75Q: 3 clusters Score -2190868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2190867.500000 Penalty: 5098.507812
	Iteration 76F: 3 clusters Score -2190868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Entering Unmasked Estep 
Score: -653581.875000 Penalty: 2243.304688
	Iteration 0F: 2 clusters Score -653581.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -646772.687500 Penalty: 4486.609375
	Iteration 0F: 3 clusters Score -646772.7 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -648770.437500 Penalty: 4486.609375
	Iteration 1F: 3 clusters Score -648770.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -649095.250000 Penalty: 4486.609375
	Iteration 2F: 3 clusters Score -649095.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -649340.062500 Penalty: 4486.609375
	Iteration 3F: 3 clusters Score -649340.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -649547.812500 Penalty: 4486.609375
	Iteration 4Q: 3 clusters Score -649547.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -649789.687500 Penalty: 4486.609375
	Iteration 5Q: 3 clusters Score -649789.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -650054.937500 Penalty: 4486.609375
	Iteration 6Q: 3 clusters Score -650054.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -650356.250000 Penalty: 4486.609375
	Iteration 7Q: 3 clusters Score -650356.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -650727.812500 Penalty: 4486.609375
	Iteration 8Q: 3 clusters Score -650727.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -651106.437500 Penalty: 4486.609375
	Iteration 9Q: 3 clusters Score -651106.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -651429.937500 Penalty: 4486.609375
	Iteration 10Q: 3 clusters Score -651429.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -651709.062500 Penalty: 4486.609375
	Iteration 11Q: 3 clusters Score -651709.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -651925.875000 Penalty: 4486.609375
	Iteration 12Q: 3 clusters Score -651925.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -652073.250000 Penalty: 4486.609375
	Iteration 13Q: 3 clusters Score -652073.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -652178.000000 Penalty: 4486.609375
	Iteration 14Q: 3 clusters Score -652178 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -652244.500000 Penalty: 4486.609375
	Iteration 15Q: 3 clusters Score -652244.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -652287.937500 Penalty: 4486.609375
	Iteration 16Q: 3 clusters Score -652287.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -652316.062500 Penalty: 4486.609375
	Iteration 17Q: 3 clusters Score -652316.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -652332.500000 Penalty: 4486.609375
	Iteration 18Q: 3 clusters Score -652332.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -652346.000000 Penalty: 4486.609375
	Iteration 19Q: 3 clusters Score -652346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -652355.250000 Penalty: 4486.609375
	Iteration 20F: 3 clusters Score -652355.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -652363.562500 Penalty: 4486.609375
	Iteration 21Q: 3 clusters Score -652363.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -652368.875000 Penalty: 4486.609375
	Iteration 22Q: 3 clusters Score -652368.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -652372.562500 Penalty: 4486.609375
	Iteration 23Q: 3 clusters Score -652372.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -652377.125000 Penalty: 4486.609375
	Iteration 24Q: 3 clusters Score -652377.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -652379.812500 Penalty: 4486.609375
	Iteration 25Q: 3 clusters Score -652379.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -652383.000000 Penalty: 4486.609375
	Iteration 26Q: 3 clusters Score -652383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -652385.375000 Penalty: 4486.609375
	Iteration 27Q: 3 clusters Score -652385.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -652387.937500 Penalty: 4486.609375
	Iteration 28Q: 3 clusters Score -652387.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -652389.562500 Penalty: 4486.609375
	Iteration 29Q: 3 clusters Score -652389.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -652390.875000 Penalty: 4486.609375
	Iteration 30Q: 3 clusters Score -652390.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -652392.250000 Penalty: 4486.609375
	Iteration 31Q: 3 clusters Score -652392.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -652392.875000 Penalty: 4486.609375
	Iteration 32Q: 3 clusters Score -652392.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -652394.000000 Penalty: 4486.609375
	Iteration 33Q: 3 clusters Score -652394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -652396.750000 Penalty: 4486.609375
	Iteration 34Q: 3 clusters Score -652396.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -652398.812500 Penalty: 4486.609375
	Iteration 35Q: 3 clusters Score -652398.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -652398.687500 Penalty: 4486.609375
	Iteration 36Q: 3 clusters Score -652398.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -652400.687500 Penalty: 4486.609375
	Iteration 37Q: 3 clusters Score -652400.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -652398.812500 Penalty: 4486.609375
	Iteration 38Q: 3 clusters Score -652398.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -652398.812500 Penalty: 4486.609375
	Iteration 39F: 3 clusters Score -652398.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Entering Unmasked Estep 
Score: -428589.625000 Penalty: 2147.140381
	Iteration 0F: 2 clusters Score -428589.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -423565.281250 Penalty: 4294.280762
	Iteration 0F: 3 clusters Score -423565.3 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -424819.750000 Penalty: 4294.280762
	Iteration 1F: 3 clusters Score -424819.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -425036.187500 Penalty: 4294.280762
	Iteration 2F: 3 clusters Score -425036.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -425163.437500 Penalty: 4294.280762
	Iteration 3Q: 3 clusters Score -425163.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -425246.906250 Penalty: 4294.280762
	Iteration 4Q: 3 clusters Score -425246.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -425311.781250 Penalty: 4294.280762
	Iteration 5Q: 3 clusters Score -425311.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -425370.125000 Penalty: 4294.280762
	Iteration 6Q: 3 clusters Score -425370.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -425418.468750 Penalty: 4294.280762
	Iteration 7Q: 3 clusters Score -425418.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -425458.625000 Penalty: 4294.280762
	Iteration 8Q: 3 clusters Score -425458.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -425494.468750 Penalty: 4294.280762
	Iteration 9Q: 3 clusters Score -425494.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -425536.093750 Penalty: 4294.280762
	Iteration 10Q: 3 clusters Score -425536.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -425587.531250 Penalty: 4294.280762
	Iteration 11Q: 3 clusters Score -425587.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -425661.968750 Penalty: 4294.280762
	Iteration 12Q: 3 clusters Score -425662 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -425759.875000 Penalty: 4294.280762
	Iteration 13Q: 3 clusters Score -425759.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -425876.500000 Penalty: 4294.280762
	Iteration 14Q: 3 clusters Score -425876.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -426022.156250 Penalty: 4294.280762
	Iteration 15Q: 3 clusters Score -426022.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -426161.875000 Penalty: 4294.280762
	Iteration 16Q: 3 clusters Score -426161.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -426297.593750 Penalty: 4294.280762
	Iteration 17Q: 3 clusters Score -426297.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -426423.062500 Penalty: 4294.280762
	Iteration 18Q: 3 clusters Score -426423.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -426533.250000 Penalty: 4294.280762
	Iteration 19Q: 3 clusters Score -426533.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -426597.375000 Penalty: 4294.280762
	Iteration 20F: 3 clusters Score -426597.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -426631.531250 Penalty: 4294.280762
	Iteration 21Q: 3 clusters Score -426631.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -426658.000000 Penalty: 4294.280762
	Iteration 22Q: 3 clusters Score -426658 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -426677.750000 Penalty: 4294.280762
	Iteration 23Q: 3 clusters Score -426677.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -426693.968750 Penalty: 4294.280762
	Iteration 24Q: 3 clusters Score -426694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -426703.031250 Penalty: 4294.280762
	Iteration 25Q: 3 clusters Score -426703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -426709.031250 Penalty: 4294.280762
	Iteration 26Q: 3 clusters Score -426709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -426714.031250 Penalty: 4294.280762
	Iteration 27Q: 3 clusters Score -426714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -426724.937500 Penalty: 4294.280762
	Iteration 28Q: 3 clusters Score -426724.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -426733.093750 Penalty: 4294.280762
	Iteration 29Q: 3 clusters Score -426733.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -426741.531250 Penalty: 4294.280762
	Iteration 30Q: 3 clusters Score -426741.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -426750.218750 Penalty: 4294.280762
	Iteration 31Q: 3 clusters Score -426750.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -426754.406250 Penalty: 4294.280762
	Iteration 32Q: 3 clusters Score -426754.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -426756.687500 Penalty: 4294.280762
	Iteration 33Q: 3 clusters Score -426756.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -426761.312500 Penalty: 4294.280762
	Iteration 34Q: 3 clusters Score -426761.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -426765.406250 Penalty: 4294.280762
	Iteration 35Q: 3 clusters Score -426765.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -426767.687500 Penalty: 4294.280762
	Iteration 36Q: 3 clusters Score -426767.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -426774.531250 Penalty: 4294.280762
	Iteration 37Q: 3 clusters Score -426774.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -426779.906250 Penalty: 4294.280762
	Iteration 38Q: 3 clusters Score -426779.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -426780.093750 Penalty: 4294.280762
	Iteration 39Q: 3 clusters Score -426780.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -426782.750000 Penalty: 4294.280762
	Iteration 40F: 3 clusters Score -426782.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -426782.093750 Penalty: 4294.280762
	Iteration 41Q: 3 clusters Score -426782.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -426782.875000 Penalty: 4294.280762
	Iteration 42Q: 3 clusters Score -426782.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -426785.187500 Penalty: 4294.280762
	Iteration 43Q: 3 clusters Score -426785.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -426785.781250 Penalty: 4294.280762
	Iteration 44Q: 3 clusters Score -426785.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -426788.750000 Penalty: 4294.280762
	Iteration 45Q: 3 clusters Score -426788.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -426790.687500 Penalty: 4294.280762
	Iteration 46Q: 3 clusters Score -426790.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -426793.718750 Penalty: 4294.280762
	Iteration 47Q: 3 clusters Score -426793.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -426795.906250 Penalty: 4294.280762
	Iteration 48Q: 3 clusters Score -426795.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -426797.781250 Penalty: 4294.280762
	Iteration 49Q: 3 clusters Score -426797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -426799.031250 Penalty: 4294.280762
	Iteration 50Q: 3 clusters Score -426799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -426799.031250 Penalty: 4294.280762
	Iteration 51F: 3 clusters Score -426799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Entering Unmasked Estep 
Score: -229551.390625 Penalty: 2052.861084
	Iteration 0F: 2 clusters Score -229551.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -225761.187500 Penalty: 4105.722168
	Iteration 0F: 3 clusters Score -225761.2 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -226945.828125 Penalty: 4105.722168
	Iteration 1F: 3 clusters Score -226945.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -227536.890625 Penalty: 4105.722168
	Iteration 2F: 3 clusters Score -227536.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -227948.484375 Penalty: 4105.722168
	Iteration 3F: 3 clusters Score -227948.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -228319.687500 Penalty: 4105.722168
	Iteration 4F: 3 clusters Score -228319.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -228654.437500 Penalty: 4105.722168
	Iteration 5F: 3 clusters Score -228654.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -228940.843750 Penalty: 4105.722168
	Iteration 6F: 3 clusters Score -228940.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -229124.593750 Penalty: 4105.722168
	Iteration 7Q: 3 clusters Score -229124.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -229231.187500 Penalty: 4105.722168
	Iteration 8Q: 3 clusters Score -229231.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -229325.078125 Penalty: 4105.722168
	Iteration 9Q: 3 clusters Score -229325.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -229385.562500 Penalty: 4105.722168
	Iteration 10Q: 3 clusters Score -229385.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -229442.046875 Penalty: 4105.722168
	Iteration 11Q: 3 clusters Score -229442 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -229485.609375 Penalty: 4105.722168
	Iteration 12Q: 3 clusters Score -229485.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -229529.703125 Penalty: 4105.722168
	Iteration 13Q: 3 clusters Score -229529.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -229563.109375 Penalty: 4105.722168
	Iteration 14Q: 3 clusters Score -229563.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -229597.375000 Penalty: 4105.722168
	Iteration 15Q: 3 clusters Score -229597.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -229636.953125 Penalty: 4105.722168
	Iteration 16Q: 3 clusters Score -229637 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -229669.984375 Penalty: 4105.722168
	Iteration 17Q: 3 clusters Score -229670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -229695.156250 Penalty: 4105.722168
	Iteration 18Q: 3 clusters Score -229695.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -229712.593750 Penalty: 4105.722168
	Iteration 19Q: 3 clusters Score -229712.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -229731.421875 Penalty: 4105.722168
	Iteration 20F: 3 clusters Score -229731.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -229741.890625 Penalty: 4105.722168
	Iteration 21Q: 3 clusters Score -229741.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -229757.281250 Penalty: 4105.722168
	Iteration 22Q: 3 clusters Score -229757.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -229772.203125 Penalty: 4105.722168
	Iteration 23Q: 3 clusters Score -229772.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -229793.718750 Penalty: 4105.722168
	Iteration 24Q: 3 clusters Score -229793.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -229815.484375 Penalty: 4105.722168
	Iteration 25Q: 3 clusters Score -229815.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -229832.000000 Penalty: 4105.722168
	Iteration 26Q: 3 clusters Score -229832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -229852.250000 Penalty: 4105.722168
	Iteration 27Q: 3 clusters Score -229852.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -229865.406250 Penalty: 4105.722168
	Iteration 28Q: 3 clusters Score -229865.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -229876.140625 Penalty: 4105.722168
	Iteration 29Q: 3 clusters Score -229876.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -229882.171875 Penalty: 4105.722168
	Iteration 30Q: 3 clusters Score -229882.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -229889.671875 Penalty: 4105.722168
	Iteration 31Q: 3 clusters Score -229889.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -229895.109375 Penalty: 4105.722168
	Iteration 32Q: 3 clusters Score -229895.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -229901.437500 Penalty: 4105.722168
	Iteration 33Q: 3 clusters Score -229901.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -229910.968750 Penalty: 4105.722168
	Iteration 34Q: 3 clusters Score -229911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -229923.000000 Penalty: 4105.722168
	Iteration 35Q: 3 clusters Score -229923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -229934.609375 Penalty: 4105.722168
	Iteration 36Q: 3 clusters Score -229934.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -229941.484375 Penalty: 4105.722168
	Iteration 37Q: 3 clusters Score -229941.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -229947.875000 Penalty: 4105.722168
	Iteration 38Q: 3 clusters Score -229947.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -229953.921875 Penalty: 4105.722168
	Iteration 39Q: 3 clusters Score -229953.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -229958.562500 Penalty: 4105.722168
	Iteration 40F: 3 clusters Score -229958.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -229963.421875 Penalty: 4105.722168
	Iteration 41Q: 3 clusters Score -229963.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -229968.609375 Penalty: 4105.722168
	Iteration 42Q: 3 clusters Score -229968.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -229972.859375 Penalty: 4105.722168
	Iteration 43Q: 3 clusters Score -229972.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -229976.843750 Penalty: 4105.722168
	Iteration 44Q: 3 clusters Score -229976.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -229977.062500 Penalty: 4105.722168
	Iteration 45Q: 3 clusters Score -229977.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -229977.062500 Penalty: 4105.722168
	Iteration 46F: 3 clusters Score -229977.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251430 members 
Mstep: Class 2 contains 8354 members 
Mstep: Class 3 contains 4291 members 
Mstep: Class 4 contains 226824 members 
Mstep: Class 5 contains 98105 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 31304 members 
Mstep: Class 8 contains 92495 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131944 members 
Mstep: Class 11 contains 207167 members 
Mstep: Class 12 contains 1654 members 
Mstep: Class 13 contains 3482 members 
Mstep: Class 14 contains 2505 members 
Mstep: Class 15 contains 42698 members 
Mstep: Class 16 contains 13533 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4958 members 
Mstep: Class 20 contains 2429 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 18076 members 
Mstep: Class 23 contains 40219 members 
Mstep: Class 24 contains 13120 members 
Mstep: Class 25 contains 1728 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 29122 members 
Mstep: Class 28 contains 8481 members 
Mstep: Class 29 contains 5755 members 
Mstep: Class 30 contains 661 members 
Mstep: Class 31 contains 16662 members 
Mstep: Class 32 contains 4236 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7496 members 
Mstep: Class 35 contains 3362 members 
Mstep: Class 36 contains 1588 members 
Mstep: Class 37 contains 2120 members 
Mstep: Class 38 contains 10249 members 
Mstep: Class 39 contains 931 members 
Mstep: Class 40 contains 14055 members 
Mstep: Class 41 contains 60043 members 
Mstep: Class 42 contains 1681 members 
Mstep: Class 43 contains 6520 members 
Mstep: Class 44 contains 3812 members 
Mstep: Class 45 contains 4192 members 
Mstep: Class 46 contains 12899 members 
Mstep: Class 47 contains 3274 members 
Entering Unmasked Estep 
Score: -102295952.000000 Penalty: 165088.125000
Splitting cluster 30 changes total score from -102297152.000000 to -102295952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (16662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Entering Unmasked Estep 
Score: -1202484.750000 Penalty: 2410.779785
	Iteration 0F: 2 clusters Score -1202485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1190612.000000 Penalty: 4821.559570
	Iteration 0F: 3 clusters Score -1190612 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1194710.625000 Penalty: 4821.559570
	Iteration 1F: 3 clusters Score -1194711 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1195295.000000 Penalty: 4821.559570
	Iteration 2F: 3 clusters Score -1195295 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1195885.375000 Penalty: 4821.559570
	Iteration 3F: 3 clusters Score -1195885 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1196532.125000 Penalty: 4821.559570
	Iteration 4F: 3 clusters Score -1196532 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1197197.000000 Penalty: 4821.559570
	Iteration 5F: 3 clusters Score -1197197 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1197842.000000 Penalty: 4821.559570
	Iteration 6F: 3 clusters Score -1197842 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1198368.500000 Penalty: 4821.559570
	Iteration 7F: 3 clusters Score -1198368 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1198849.375000 Penalty: 4821.559570
	Iteration 8Q: 3 clusters Score -1198849 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1199239.750000 Penalty: 4821.559570
	Iteration 9Q: 3 clusters Score -1199240 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1199601.500000 Penalty: 4821.559570
	Iteration 10Q: 3 clusters Score -1199602 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1199934.125000 Penalty: 4821.559570
	Iteration 11Q: 3 clusters Score -1199934 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1200226.625000 Penalty: 4821.559570
	Iteration 12Q: 3 clusters Score -1200227 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1200428.125000 Penalty: 4821.559570
	Iteration 13Q: 3 clusters Score -1200428 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1200570.250000 Penalty: 4821.559570
	Iteration 14Q: 3 clusters Score -1200570 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1200652.250000 Penalty: 4821.559570
	Iteration 15Q: 3 clusters Score -1200652 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1200703.750000 Penalty: 4821.559570
	Iteration 16Q: 3 clusters Score -1200704 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1200750.500000 Penalty: 4821.559570
	Iteration 17Q: 3 clusters Score -1200750 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1200792.375000 Penalty: 4821.559570
	Iteration 18Q: 3 clusters Score -1200792 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1200826.250000 Penalty: 4821.559570
	Iteration 19Q: 3 clusters Score -1200826 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1200854.125000 Penalty: 4821.559570
	Iteration 20F: 3 clusters Score -1200854 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1200883.875000 Penalty: 4821.559570
	Iteration 21Q: 3 clusters Score -1200884 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1200906.250000 Penalty: 4821.559570
	Iteration 22Q: 3 clusters Score -1200906 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1200931.125000 Penalty: 4821.559570
	Iteration 23Q: 3 clusters Score -1200931 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1200957.875000 Penalty: 4821.559570
	Iteration 24Q: 3 clusters Score -1200958 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1200977.000000 Penalty: 4821.559570
	Iteration 25Q: 3 clusters Score -1200977 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1200995.875000 Penalty: 4821.559570
	Iteration 26Q: 3 clusters Score -1200996 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1201007.125000 Penalty: 4821.559570
	Iteration 27Q: 3 clusters Score -1201007 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1201020.125000 Penalty: 4821.559570
	Iteration 28Q: 3 clusters Score -1201020 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1201029.000000 Penalty: 4821.559570
	Iteration 29Q: 3 clusters Score -1201029 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1201032.750000 Penalty: 4821.559570
	Iteration 30Q: 3 clusters Score -1201033 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1201038.875000 Penalty: 4821.559570
	Iteration 31Q: 3 clusters Score -1201039 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1201041.625000 Penalty: 4821.559570
	Iteration 32Q: 3 clusters Score -1201042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1201048.500000 Penalty: 4821.559570
	Iteration 33Q: 3 clusters Score -1201048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1201051.250000 Penalty: 4821.559570
	Iteration 34Q: 3 clusters Score -1201051 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1201057.500000 Penalty: 4821.559570
	Iteration 35Q: 3 clusters Score -1201058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1201061.250000 Penalty: 4821.559570
	Iteration 36Q: 3 clusters Score -1201061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1201061.125000 Penalty: 4821.559570
	Iteration 37Q: 3 clusters Score -1201061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1201063.375000 Penalty: 4821.559570
	Iteration 38Q: 3 clusters Score -1201063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1201067.375000 Penalty: 4821.559570
	Iteration 39Q: 3 clusters Score -1201067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1201066.875000 Penalty: 4821.559570
	Iteration 40F: 3 clusters Score -1201067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1201065.500000 Penalty: 4821.559570
	Iteration 41Q: 3 clusters Score -1201066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1201065.125000 Penalty: 4821.559570
	Iteration 42Q: 3 clusters Score -1201065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1201067.000000 Penalty: 4821.559570
	Iteration 43Q: 3 clusters Score -1201067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1201067.500000 Penalty: 4821.559570
	Iteration 44Q: 3 clusters Score -1201068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1201067.750000 Penalty: 4821.559570
	Iteration 45Q: 3 clusters Score -1201068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1201067.750000 Penalty: 4821.559570
	Iteration 46F: 3 clusters Score -1201068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Entering Unmasked Estep 
Score: -277298.281250 Penalty: 2071.140869
	Iteration 0F: 2 clusters Score -277298.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -273297.937500 Penalty: 4142.281738
	Iteration 0F: 3 clusters Score -273297.9 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -274272.281250 Penalty: 4142.281738
	Iteration 1F: 3 clusters Score -274272.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -274538.750000 Penalty: 4142.281738
	Iteration 2F: 3 clusters Score -274538.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -274753.750000 Penalty: 4142.281738
	Iteration 3F: 3 clusters Score -274753.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -274942.125000 Penalty: 4142.281738
	Iteration 4Q: 3 clusters Score -274942.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -275200.812500 Penalty: 4142.281738
	Iteration 5Q: 3 clusters Score -275200.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -275468.843750 Penalty: 4142.281738
	Iteration 6F: 3 clusters Score -275468.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -275751.687500 Penalty: 4142.281738
	Iteration 7Q: 3 clusters Score -275751.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -276023.718750 Penalty: 4142.281738
	Iteration 8Q: 3 clusters Score -276023.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -276249.281250 Penalty: 4142.281738
	Iteration 9Q: 3 clusters Score -276249.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -276401.687500 Penalty: 4142.281738
	Iteration 10Q: 3 clusters Score -276401.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -276517.406250 Penalty: 4142.281738
	Iteration 11Q: 3 clusters Score -276517.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -276601.781250 Penalty: 4142.281738
	Iteration 12Q: 3 clusters Score -276601.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -276652.468750 Penalty: 4142.281738
	Iteration 13Q: 3 clusters Score -276652.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -276696.250000 Penalty: 4142.281738
	Iteration 14Q: 3 clusters Score -276696.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -276723.437500 Penalty: 4142.281738
	Iteration 15Q: 3 clusters Score -276723.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -276739.437500 Penalty: 4142.281738
	Iteration 16Q: 3 clusters Score -276739.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -276750.500000 Penalty: 4142.281738
	Iteration 17Q: 3 clusters Score -276750.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -276763.437500 Penalty: 4142.281738
	Iteration 18Q: 3 clusters Score -276763.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -276772.250000 Penalty: 4142.281738
	Iteration 19Q: 3 clusters Score -276772.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -276779.031250 Penalty: 4142.281738
	Iteration 20F: 3 clusters Score -276779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -276784.250000 Penalty: 4142.281738
	Iteration 21Q: 3 clusters Score -276784.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -276789.125000 Penalty: 4142.281738
	Iteration 22Q: 3 clusters Score -276789.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -276793.531250 Penalty: 4142.281738
	Iteration 23Q: 3 clusters Score -276793.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -276799.531250 Penalty: 4142.281738
	Iteration 24Q: 3 clusters Score -276799.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -276804.218750 Penalty: 4142.281738
	Iteration 25Q: 3 clusters Score -276804.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -276806.656250 Penalty: 4142.281738
	Iteration 26Q: 3 clusters Score -276806.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -276808.468750 Penalty: 4142.281738
	Iteration 27Q: 3 clusters Score -276808.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -276810.125000 Penalty: 4142.281738
	Iteration 28Q: 3 clusters Score -276810.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -276813.000000 Penalty: 4142.281738
	Iteration 29Q: 3 clusters Score -276813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -276813.343750 Penalty: 4142.281738
	Iteration 30Q: 3 clusters Score -276813.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -276813.750000 Penalty: 4142.281738
	Iteration 31Q: 3 clusters Score -276813.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -276813.750000 Penalty: 4142.281738
	Iteration 32F: 3 clusters Score -276813.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -113907.742188 Penalty: 1822.290039
	Iteration 0F: 2 clusters Score -113907.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -111588.367188 Penalty: 3644.580078
	Iteration 0F: 3 clusters Score -111588.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -111966.617188 Penalty: 3644.580078
	Iteration 1F: 3 clusters Score -111966.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -112062.960938 Penalty: 3644.580078
	Iteration 2F: 3 clusters Score -112063 nChanged 64
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: -112127.304688 Penalty: 3644.580078
	Iteration 3Q: 3 clusters Score -112127.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -112164.921875 Penalty: 3644.580078
	Iteration 4Q: 3 clusters Score -112164.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -112179.890625 Penalty: 3644.580078
	Iteration 5Q: 3 clusters Score -112179.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -112191.929688 Penalty: 3644.580078
	Iteration 6Q: 3 clusters Score -112191.9 nChanged 11
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: -112204.140625 Penalty: 3644.580078
	Iteration 7Q: 3 clusters Score -112204.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -112216.648438 Penalty: 3644.580078
	Iteration 8Q: 3 clusters Score -112216.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -112224.578125 Penalty: 3644.580078
	Iteration 9Q: 3 clusters Score -112224.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -112228.859375 Penalty: 3644.580078
	Iteration 10Q: 3 clusters Score -112228.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -112233.570312 Penalty: 3644.580078
	Iteration 11Q: 3 clusters Score -112233.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -112239.492188 Penalty: 3644.580078
	Iteration 12Q: 3 clusters Score -112239.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -112248.554688 Penalty: 3644.580078
	Iteration 13Q: 3 clusters Score -112248.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -112254.078125 Penalty: 3644.580078
	Iteration 14Q: 3 clusters Score -112254.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -112254.585938 Penalty: 3644.580078
	Iteration 15Q: 3 clusters Score -112254.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -112255.546875 Penalty: 3644.580078
	Iteration 16Q: 3 clusters Score -112255.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -112256.328125 Penalty: 3644.580078
	Iteration 17Q: 3 clusters Score -112256.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -112257.007812 Penalty: 3644.580078
	Iteration 18Q: 3 clusters Score -112257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -112257.875000 Penalty: 3644.580078
	Iteration 19Q: 3 clusters Score -112257.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -112258.273438 Penalty: 3644.580078
	Iteration 20F: 3 clusters Score -112258.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Entering Unmasked Estep 
Score: -518328.562500 Penalty: 2212.687012
	Iteration 0F: 2 clusters Score -518328.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -512204.531250 Penalty: 4425.374023
	Iteration 0F: 3 clusters Score -512204.5 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -513874.281250 Penalty: 4425.374023
	Iteration 1F: 3 clusters Score -513874.3 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -514217.062500 Penalty: 4425.374023
	Iteration 2F: 3 clusters Score -514217.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -514440.781250 Penalty: 4425.374023
	Iteration 3F: 3 clusters Score -514440.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -514609.062500 Penalty: 4425.374023
	Iteration 4Q: 3 clusters Score -514609.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -514776.562500 Penalty: 4425.374023
	Iteration 5Q: 3 clusters Score -514776.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -514914.187500 Penalty: 4425.374023
	Iteration 6Q: 3 clusters Score -514914.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -515041.906250 Penalty: 4425.374023
	Iteration 7Q: 3 clusters Score -515041.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -515158.593750 Penalty: 4425.374023
	Iteration 8Q: 3 clusters Score -515158.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -515264.562500 Penalty: 4425.374023
	Iteration 9Q: 3 clusters Score -515264.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -515366.500000 Penalty: 4425.374023
	Iteration 10Q: 3 clusters Score -515366.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -515465.500000 Penalty: 4425.374023
	Iteration 11Q: 3 clusters Score -515465.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -515552.093750 Penalty: 4425.374023
	Iteration 12Q: 3 clusters Score -515552.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -515640.218750 Penalty: 4425.374023
	Iteration 13Q: 3 clusters Score -515640.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -515728.718750 Penalty: 4425.374023
	Iteration 14Q: 3 clusters Score -515728.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -515815.062500 Penalty: 4425.374023
	Iteration 15Q: 3 clusters Score -515815.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -515897.875000 Penalty: 4425.374023
	Iteration 16Q: 3 clusters Score -515897.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -515959.968750 Penalty: 4425.374023
	Iteration 17Q: 3 clusters Score -515960 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -516020.875000 Penalty: 4425.374023
	Iteration 18Q: 3 clusters Score -516020.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -516074.468750 Penalty: 4425.374023
	Iteration 19Q: 3 clusters Score -516074.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -516126.343750 Penalty: 4425.374023
	Iteration 20F: 3 clusters Score -516126.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -516171.687500 Penalty: 4425.374023
	Iteration 21Q: 3 clusters Score -516171.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -516219.312500 Penalty: 4425.374023
	Iteration 22Q: 3 clusters Score -516219.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -516268.312500 Penalty: 4425.374023
	Iteration 23Q: 3 clusters Score -516268.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -516309.593750 Penalty: 4425.374023
	Iteration 24Q: 3 clusters Score -516309.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -516340.562500 Penalty: 4425.374023
	Iteration 25Q: 3 clusters Score -516340.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -516364.406250 Penalty: 4425.374023
	Iteration 26Q: 3 clusters Score -516364.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -516382.031250 Penalty: 4425.374023
	Iteration 27Q: 3 clusters Score -516382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -516395.593750 Penalty: 4425.374023
	Iteration 28Q: 3 clusters Score -516395.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -516402.781250 Penalty: 4425.374023
	Iteration 29Q: 3 clusters Score -516402.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -516410.125000 Penalty: 4425.374023
	Iteration 30Q: 3 clusters Score -516410.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -516414.375000 Penalty: 4425.374023
	Iteration 31Q: 3 clusters Score -516414.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -516418.218750 Penalty: 4425.374023
	Iteration 32Q: 3 clusters Score -516418.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -516419.218750 Penalty: 4425.374023
	Iteration 33Q: 3 clusters Score -516419.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -516421.906250 Penalty: 4425.374023
	Iteration 34Q: 3 clusters Score -516421.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -516426.156250 Penalty: 4425.374023
	Iteration 35Q: 3 clusters Score -516426.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -516429.187500 Penalty: 4425.374023
	Iteration 36Q: 3 clusters Score -516429.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -516431.812500 Penalty: 4425.374023
	Iteration 37Q: 3 clusters Score -516431.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -516432.437500 Penalty: 4425.374023
	Iteration 38Q: 3 clusters Score -516432.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -516434.937500 Penalty: 4425.374023
	Iteration 39Q: 3 clusters Score -516434.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -516435.250000 Penalty: 4425.374023
	Iteration 40F: 3 clusters Score -516435.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -516435.281250 Penalty: 4425.374023
	Iteration 41Q: 3 clusters Score -516435.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -516435.531250 Penalty: 4425.374023
	Iteration 42Q: 3 clusters Score -516435.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -516435.406250 Penalty: 4425.374023
	Iteration 43Q: 3 clusters Score -516435.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -516436.625000 Penalty: 4425.374023
	Iteration 44Q: 3 clusters Score -516436.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -516437.593750 Penalty: 4425.374023
	Iteration 45Q: 3 clusters Score -516437.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -516438.812500 Penalty: 4425.374023
	Iteration 46Q: 3 clusters Score -516438.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -516438.812500 Penalty: 4425.374023
	Iteration 47F: 3 clusters Score -516438.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Entering Unmasked Estep 
Score: -240019.656250 Penalty: 2013.832397
	Iteration 0F: 2 clusters Score -240019.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -236524.015625 Penalty: 4027.664795
	Iteration 0F: 3 clusters Score -236524 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -237176.375000 Penalty: 4027.664795
	Iteration 1F: 3 clusters Score -237176.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -237357.937500 Penalty: 4027.664795
	Iteration 2F: 3 clusters Score -237357.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -237467.125000 Penalty: 4027.664795
	Iteration 3Q: 3 clusters Score -237467.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -237538.281250 Penalty: 4027.664795
	Iteration 4Q: 3 clusters Score -237538.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -237604.000000 Penalty: 4027.664795
	Iteration 5Q: 3 clusters Score -237604 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -237682.671875 Penalty: 4027.664795
	Iteration 6Q: 3 clusters Score -237682.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -237810.593750 Penalty: 4027.664795
	Iteration 7Q: 3 clusters Score -237810.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -237997.906250 Penalty: 4027.664795
	Iteration 8Q: 3 clusters Score -237997.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -238215.421875 Penalty: 4027.664795
	Iteration 9Q: 3 clusters Score -238215.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -238368.875000 Penalty: 4027.664795
	Iteration 10Q: 3 clusters Score -238368.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -238493.328125 Penalty: 4027.664795
	Iteration 11Q: 3 clusters Score -238493.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -238653.671875 Penalty: 4027.664795
	Iteration 12Q: 3 clusters Score -238653.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -238814.328125 Penalty: 4027.664795
	Iteration 13Q: 3 clusters Score -238814.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -238951.437500 Penalty: 4027.664795
	Iteration 14Q: 3 clusters Score -238951.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -239072.078125 Penalty: 4027.664795
	Iteration 15Q: 3 clusters Score -239072.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -239126.984375 Penalty: 4027.664795
	Iteration 16Q: 3 clusters Score -239127 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -239181.062500 Penalty: 4027.664795
	Iteration 17Q: 3 clusters Score -239181.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -239216.265625 Penalty: 4027.664795
	Iteration 18Q: 3 clusters Score -239216.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -239248.203125 Penalty: 4027.664795
	Iteration 19Q: 3 clusters Score -239248.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -239268.281250 Penalty: 4027.664795
	Iteration 20F: 3 clusters Score -239268.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -239293.453125 Penalty: 4027.664795
	Iteration 21Q: 3 clusters Score -239293.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -239330.031250 Penalty: 4027.664795
	Iteration 22Q: 3 clusters Score -239330 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -239370.390625 Penalty: 4027.664795
	Iteration 23Q: 3 clusters Score -239370.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -239386.718750 Penalty: 4027.664795
	Iteration 24Q: 3 clusters Score -239386.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -239398.843750 Penalty: 4027.664795
	Iteration 25Q: 3 clusters Score -239398.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -239407.375000 Penalty: 4027.664795
	Iteration 26Q: 3 clusters Score -239407.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -239414.015625 Penalty: 4027.664795
	Iteration 27Q: 3 clusters Score -239414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -239417.421875 Penalty: 4027.664795
	Iteration 28Q: 3 clusters Score -239417.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -239421.031250 Penalty: 4027.664795
	Iteration 29Q: 3 clusters Score -239421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -239427.015625 Penalty: 4027.664795
	Iteration 30Q: 3 clusters Score -239427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -239432.234375 Penalty: 4027.664795
	Iteration 31Q: 3 clusters Score -239432.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -239436.625000 Penalty: 4027.664795
	Iteration 32Q: 3 clusters Score -239436.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -239443.203125 Penalty: 4027.664795
	Iteration 33Q: 3 clusters Score -239443.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -239445.796875 Penalty: 4027.664795
	Iteration 34Q: 3 clusters Score -239445.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -239449.921875 Penalty: 4027.664795
	Iteration 35Q: 3 clusters Score -239449.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -239452.796875 Penalty: 4027.664795
	Iteration 36Q: 3 clusters Score -239452.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -239452.890625 Penalty: 4027.664795
	Iteration 37Q: 3 clusters Score -239452.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -239452.890625 Penalty: 4027.664795
	Iteration 38F: 3 clusters Score -239452.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -109503.625000 Penalty: 1827.817261
	Iteration 0F: 2 clusters Score -109503.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -107152.968750 Penalty: 3655.634521
	Iteration 0F: 3 clusters Score -107153 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -107573.601562 Penalty: 3655.634521
	Iteration 1F: 3 clusters Score -107573.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -107704.171875 Penalty: 3655.634521
	Iteration 2F: 3 clusters Score -107704.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -107857.859375 Penalty: 3655.634521
	Iteration 3F: 3 clusters Score -107857.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -108069.710938 Penalty: 3655.634521
	Iteration 4Q: 3 clusters Score -108069.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -108170.460938 Penalty: 3655.634521
	Iteration 5Q: 3 clusters Score -108170.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -108243.328125 Penalty: 3655.634521
	Iteration 6Q: 3 clusters Score -108243.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -108280.187500 Penalty: 3655.634521
	Iteration 7Q: 3 clusters Score -108280.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -108296.757812 Penalty: 3655.634521
	Iteration 8Q: 3 clusters Score -108296.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -108314.945312 Penalty: 3655.634521
	Iteration 9Q: 3 clusters Score -108314.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -108335.226562 Penalty: 3655.634521
	Iteration 10Q: 3 clusters Score -108335.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -108364.187500 Penalty: 3655.634521
	Iteration 11Q: 3 clusters Score -108364.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -108394.390625 Penalty: 3655.634521
	Iteration 12Q: 3 clusters Score -108394.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -108422.726562 Penalty: 3655.634521
	Iteration 13Q: 3 clusters Score -108422.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -108452.921875 Penalty: 3655.634521
	Iteration 14Q: 3 clusters Score -108452.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -108488.289062 Penalty: 3655.634521
	Iteration 15Q: 3 clusters Score -108488.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -108532.992188 Penalty: 3655.634521
	Iteration 16Q: 3 clusters Score -108533 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -108589.937500 Penalty: 3655.634521
	Iteration 17Q: 3 clusters Score -108589.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -108698.835938 Penalty: 3655.634521
	Iteration 18Q: 3 clusters Score -108698.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -108808.195312 Penalty: 3655.634521
	Iteration 19Q: 3 clusters Score -108808.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -108887.437500 Penalty: 3655.634521
	Iteration 20F: 3 clusters Score -108887.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -108969.375000 Penalty: 3655.634521
	Iteration 21Q: 3 clusters Score -108969.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -109035.367188 Penalty: 3655.634521
	Iteration 22Q: 3 clusters Score -109035.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -109084.179688 Penalty: 3655.634521
	Iteration 23Q: 3 clusters Score -109084.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -109131.000000 Penalty: 3655.634521
	Iteration 24Q: 3 clusters Score -109131 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -109174.640625 Penalty: 3655.634521
	Iteration 25Q: 3 clusters Score -109174.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -109196.671875 Penalty: 3655.634521
	Iteration 26Q: 3 clusters Score -109196.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -109207.039062 Penalty: 3655.634521
	Iteration 27Q: 3 clusters Score -109207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -109216.101562 Penalty: 3655.634521
	Iteration 28Q: 3 clusters Score -109216.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -109219.515625 Penalty: 3655.634521
	Iteration 29Q: 3 clusters Score -109219.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -109224.890625 Penalty: 3655.634521
	Iteration 30Q: 3 clusters Score -109224.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -109227.039062 Penalty: 3655.634521
	Iteration 31Q: 3 clusters Score -109227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -109227.421875 Penalty: 3655.634521
	Iteration 32Q: 3 clusters Score -109227.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -109227.421875 Penalty: 3655.634521
	Iteration 33F: 3 clusters Score -109227.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Entering Unmasked Estep 
Score: -151929.640625 Penalty: 1899.474609
	Iteration 0F: 2 clusters Score -151929.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -149186.796875 Penalty: 3798.949219
	Iteration 0F: 3 clusters Score -149186.8 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -149655.328125 Penalty: 3798.949219
	Iteration 1F: 3 clusters Score -149655.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -149813.718750 Penalty: 3798.949219
	Iteration 2F: 3 clusters Score -149813.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -149927.328125 Penalty: 3798.949219
	Iteration 3F: 3 clusters Score -149927.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -150011.781250 Penalty: 3798.949219
	Iteration 4Q: 3 clusters Score -150011.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -150087.187500 Penalty: 3798.949219
	Iteration 5Q: 3 clusters Score -150087.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -150145.812500 Penalty: 3798.949219
	Iteration 6Q: 3 clusters Score -150145.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -150190.078125 Penalty: 3798.949219
	Iteration 7Q: 3 clusters Score -150190.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -150224.515625 Penalty: 3798.949219
	Iteration 8Q: 3 clusters Score -150224.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -150256.265625 Penalty: 3798.949219
	Iteration 9Q: 3 clusters Score -150256.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -150281.906250 Penalty: 3798.949219
	Iteration 10Q: 3 clusters Score -150281.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -150301.406250 Penalty: 3798.949219
	Iteration 11Q: 3 clusters Score -150301.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -150315.296875 Penalty: 3798.949219
	Iteration 12Q: 3 clusters Score -150315.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -150327.343750 Penalty: 3798.949219
	Iteration 13Q: 3 clusters Score -150327.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -150335.250000 Penalty: 3798.949219
	Iteration 14Q: 3 clusters Score -150335.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -150339.109375 Penalty: 3798.949219
	Iteration 15Q: 3 clusters Score -150339.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -150345.859375 Penalty: 3798.949219
	Iteration 16Q: 3 clusters Score -150345.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -150350.453125 Penalty: 3798.949219
	Iteration 17Q: 3 clusters Score -150350.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -150352.593750 Penalty: 3798.949219
	Iteration 18Q: 3 clusters Score -150352.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -150354.859375 Penalty: 3798.949219
	Iteration 19Q: 3 clusters Score -150354.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -150358.843750 Penalty: 3798.949219
	Iteration 20F: 3 clusters Score -150358.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -150362.390625 Penalty: 3798.949219
	Iteration 21Q: 3 clusters Score -150362.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -150364.406250 Penalty: 3798.949219
	Iteration 22Q: 3 clusters Score -150364.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -150366.515625 Penalty: 3798.949219
	Iteration 23Q: 3 clusters Score -150366.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -150367.421875 Penalty: 3798.949219
	Iteration 24Q: 3 clusters Score -150367.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -150368.578125 Penalty: 3798.949219
	Iteration 25Q: 3 clusters Score -150368.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -150368.578125 Penalty: 3798.949219
	Iteration 26F: 3 clusters Score -150368.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Entering Unmasked Estep 
Score: -758008.062500 Penalty: 2290.264160
	Iteration 0F: 2 clusters Score -758008.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -750155.062500 Penalty: 4580.528320
	Iteration 0F: 3 clusters Score -750155.1 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -752492.562500 Penalty: 4580.528320
	Iteration 1F: 3 clusters Score -752492.6 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -752841.250000 Penalty: 4580.528320
	Iteration 2F: 3 clusters Score -752841.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -753113.875000 Penalty: 4580.528320
	Iteration 3F: 3 clusters Score -753113.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -753351.812500 Penalty: 4580.528320
	Iteration 4Q: 3 clusters Score -753351.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -753610.500000 Penalty: 4580.528320
	Iteration 5Q: 3 clusters Score -753610.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -753879.125000 Penalty: 4580.528320
	Iteration 6Q: 3 clusters Score -753879.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -754129.062500 Penalty: 4580.528320
	Iteration 7Q: 3 clusters Score -754129.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -754396.750000 Penalty: 4580.528320
	Iteration 8Q: 3 clusters Score -754396.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -754656.250000 Penalty: 4580.528320
	Iteration 9Q: 3 clusters Score -754656.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -754871.625000 Penalty: 4580.528320
	Iteration 10Q: 3 clusters Score -754871.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -755066.062500 Penalty: 4580.528320
	Iteration 11Q: 3 clusters Score -755066.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -755220.187500 Penalty: 4580.528320
	Iteration 12Q: 3 clusters Score -755220.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -755354.000000 Penalty: 4580.528320
	Iteration 13Q: 3 clusters Score -755354 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -755488.125000 Penalty: 4580.528320
	Iteration 14Q: 3 clusters Score -755488.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -755630.125000 Penalty: 4580.528320
	Iteration 15Q: 3 clusters Score -755630.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -755769.750000 Penalty: 4580.528320
	Iteration 16Q: 3 clusters Score -755769.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -755894.375000 Penalty: 4580.528320
	Iteration 17Q: 3 clusters Score -755894.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -756001.062500 Penalty: 4580.528320
	Iteration 18Q: 3 clusters Score -756001.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -756091.437500 Penalty: 4580.528320
	Iteration 19Q: 3 clusters Score -756091.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -756143.437500 Penalty: 4580.528320
	Iteration 20F: 3 clusters Score -756143.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -756175.250000 Penalty: 4580.528320
	Iteration 21Q: 3 clusters Score -756175.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -756198.187500 Penalty: 4580.528320
	Iteration 22Q: 3 clusters Score -756198.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -756220.375000 Penalty: 4580.528320
	Iteration 23Q: 3 clusters Score -756220.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -756244.812500 Penalty: 4580.528320
	Iteration 24Q: 3 clusters Score -756244.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -756263.750000 Penalty: 4580.528320
	Iteration 25Q: 3 clusters Score -756263.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -756281.875000 Penalty: 4580.528320
	Iteration 26Q: 3 clusters Score -756281.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -756303.187500 Penalty: 4580.528320
	Iteration 27Q: 3 clusters Score -756303.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -756318.000000 Penalty: 4580.528320
	Iteration 28Q: 3 clusters Score -756318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -756326.250000 Penalty: 4580.528320
	Iteration 29Q: 3 clusters Score -756326.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -756331.687500 Penalty: 4580.528320
	Iteration 30Q: 3 clusters Score -756331.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -756340.562500 Penalty: 4580.528320
	Iteration 31Q: 3 clusters Score -756340.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -756343.750000 Penalty: 4580.528320
	Iteration 32Q: 3 clusters Score -756343.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -756345.250000 Penalty: 4580.528320
	Iteration 33Q: 3 clusters Score -756345.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -756346.937500 Penalty: 4580.528320
	Iteration 34Q: 3 clusters Score -756346.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -756349.937500 Penalty: 4580.528320
	Iteration 35Q: 3 clusters Score -756349.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -756348.437500 Penalty: 4580.528320
	Iteration 36Q: 3 clusters Score -756348.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -756351.812500 Penalty: 4580.528320
	Iteration 37Q: 3 clusters Score -756351.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -756352.687500 Penalty: 4580.528320
	Iteration 38Q: 3 clusters Score -756352.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -756357.062500 Penalty: 4580.528320
	Iteration 39Q: 3 clusters Score -756357.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -756357.187500 Penalty: 4580.528320
	Iteration 40F: 3 clusters Score -756357.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -756358.562500 Penalty: 4580.528320
	Iteration 41Q: 3 clusters Score -756358.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -756360.750000 Penalty: 4580.528320
	Iteration 42Q: 3 clusters Score -756360.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -756364.437500 Penalty: 4580.528320
	Iteration 43Q: 3 clusters Score -756364.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -756364.437500 Penalty: 4580.528320
	Iteration 44Q: 3 clusters Score -756364.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -756364.875000 Penalty: 4580.528320
	Iteration 45Q: 3 clusters Score -756364.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -756364.875000 Penalty: 4580.528320
	Iteration 46F: 3 clusters Score -756364.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -49618.183594 Penalty: 1695.392334
	Iteration 0F: 2 clusters Score -49618.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -47744.285156 Penalty: 3390.784668
	Iteration 0F: 3 clusters Score -47744.29 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -48055.097656 Penalty: 3390.784668
	Iteration 1F: 3 clusters Score -48055.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -48162.660156 Penalty: 3390.784668
	Iteration 2F: 3 clusters Score -48162.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -48227.398438 Penalty: 3390.784668
	Iteration 3Q: 3 clusters Score -48227.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -48274.773438 Penalty: 3390.784668
	Iteration 4Q: 3 clusters Score -48274.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -48299.250000 Penalty: 3390.784668
	Iteration 5Q: 3 clusters Score -48299.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -48309.722656 Penalty: 3390.784668
	Iteration 6Q: 3 clusters Score -48309.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -48319.968750 Penalty: 3390.784668
	Iteration 7Q: 3 clusters Score -48319.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -48325.570312 Penalty: 3390.784668
	Iteration 8Q: 3 clusters Score -48325.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -48329.226562 Penalty: 3390.784668
	Iteration 9Q: 3 clusters Score -48329.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -48335.824219 Penalty: 3390.784668
	Iteration 10Q: 3 clusters Score -48335.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -48344.847656 Penalty: 3390.784668
	Iteration 11Q: 3 clusters Score -48344.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -48350.300781 Penalty: 3390.784668
	Iteration 12Q: 3 clusters Score -48350.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -48355.136719 Penalty: 3390.784668
	Iteration 13Q: 3 clusters Score -48355.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -48359.625000 Penalty: 3390.784668
	Iteration 14Q: 3 clusters Score -48359.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -48365.906250 Penalty: 3390.784668
	Iteration 15Q: 3 clusters Score -48365.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -48374.664062 Penalty: 3390.784668
	Iteration 16Q: 3 clusters Score -48374.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -48386.757812 Penalty: 3390.784668
	Iteration 17Q: 3 clusters Score -48386.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -48398.292969 Penalty: 3390.784668
	Iteration 18Q: 3 clusters Score -48398.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -48406.449219 Penalty: 3390.784668
	Iteration 19Q: 3 clusters Score -48406.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -48412.820312 Penalty: 3390.784668
	Iteration 20F: 3 clusters Score -48412.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -48422.332031 Penalty: 3390.784668
	Iteration 21Q: 3 clusters Score -48422.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -48432.886719 Penalty: 3390.784668
	Iteration 22Q: 3 clusters Score -48432.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -48438.058594 Penalty: 3390.784668
	Iteration 23Q: 3 clusters Score -48438.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -48439.414062 Penalty: 3390.784668
	Iteration 24Q: 3 clusters Score -48439.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -48442.191406 Penalty: 3390.784668
	Iteration 25Q: 3 clusters Score -48442.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -48445.796875 Penalty: 3390.784668
	Iteration 26Q: 3 clusters Score -48445.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -48447.164062 Penalty: 3390.784668
	Iteration 27Q: 3 clusters Score -48447.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -48451.035156 Penalty: 3390.784668
	Iteration 28Q: 3 clusters Score -48451.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -48453.414062 Penalty: 3390.784668
	Iteration 29Q: 3 clusters Score -48453.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -48453.414062 Penalty: 3390.784668
	Iteration 30F: 3 clusters Score -48453.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Entering Unmasked Estep 
Score: -1058037.500000 Penalty: 2368.582031
	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 7043 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1047733.687500 Penalty: 4737.164062
	Iteration 0F: 3 clusters Score -1047734 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1050967.875000 Penalty: 4737.164062
	Iteration 1F: 3 clusters Score -1050968 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1051369.750000 Penalty: 4737.164062
	Iteration 2F: 3 clusters Score -1051370 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1051698.500000 Penalty: 4737.164062
	Iteration 3F: 3 clusters Score -1051698 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1052018.375000 Penalty: 4737.164062
	Iteration 4Q: 3 clusters Score -1052018 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1052304.125000 Penalty: 4737.164062
	Iteration 5Q: 3 clusters Score -1052304 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1052549.125000 Penalty: 4737.164062
	Iteration 6Q: 3 clusters Score -1052549 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1052795.125000 Penalty: 4737.164062
	Iteration 7Q: 3 clusters Score -1052795 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1053028.000000 Penalty: 4737.164062
	Iteration 8Q: 3 clusters Score -1053028 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1053289.625000 Penalty: 4737.164062
	Iteration 9Q: 3 clusters Score -1053290 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1053589.375000 Penalty: 4737.164062
	Iteration 10Q: 3 clusters Score -1053589 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1053957.000000 Penalty: 4737.164062
	Iteration 11Q: 3 clusters Score -1053957 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1054338.750000 Penalty: 4737.164062
	Iteration 12Q: 3 clusters Score -1054339 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1054694.125000 Penalty: 4737.164062
	Iteration 13Q: 3 clusters Score -1054694 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1054982.750000 Penalty: 4737.164062
	Iteration 14Q: 3 clusters Score -1054983 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1055232.250000 Penalty: 4737.164062
	Iteration 15Q: 3 clusters Score -1055232 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1055446.750000 Penalty: 4737.164062
	Iteration 16Q: 3 clusters Score -1055447 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1055614.500000 Penalty: 4737.164062
	Iteration 17Q: 3 clusters Score -1055614 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1055766.625000 Penalty: 4737.164062
	Iteration 18Q: 3 clusters Score -1055767 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1055866.000000 Penalty: 4737.164062
	Iteration 19Q: 3 clusters Score -1055866 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1055942.500000 Penalty: 4737.164062
	Iteration 20F: 3 clusters Score -1055942 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1056021.125000 Penalty: 4737.164062
	Iteration 21Q: 3 clusters Score -1056021 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1056083.875000 Penalty: 4737.164062
	Iteration 22Q: 3 clusters Score -1056084 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1056135.375000 Penalty: 4737.164062
	Iteration 23Q: 3 clusters Score -1056135 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1056170.625000 Penalty: 4737.164062
	Iteration 24Q: 3 clusters Score -1056171 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1056199.250000 Penalty: 4737.164062
	Iteration 25Q: 3 clusters Score -1056199 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1056214.750000 Penalty: 4737.164062
	Iteration 26Q: 3 clusters Score -1056215 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1056233.000000 Penalty: 4737.164062
	Iteration 27Q: 3 clusters Score -1056233 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1056250.125000 Penalty: 4737.164062
	Iteration 28Q: 3 clusters Score -1056250 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1056266.125000 Penalty: 4737.164062
	Iteration 29Q: 3 clusters Score -1056266 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1056274.375000 Penalty: 4737.164062
	Iteration 30Q: 3 clusters Score -1056274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1056278.375000 Penalty: 4737.164062
	Iteration 31Q: 3 clusters Score -1056278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1056284.875000 Penalty: 4737.164062
	Iteration 32Q: 3 clusters Score -1056285 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1056290.250000 Penalty: 4737.164062
	Iteration 33Q: 3 clusters Score -1056290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1056293.375000 Penalty: 4737.164062
	Iteration 34Q: 3 clusters Score -1056293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1056296.750000 Penalty: 4737.164062
	Iteration 35Q: 3 clusters Score -1056297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1056293.625000 Penalty: 4737.164062
	Iteration 36Q: 3 clusters Score -1056294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1056295.500000 Penalty: 4737.164062
	Iteration 37Q: 3 clusters Score -1056296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1056296.250000 Penalty: 4737.164062
	Iteration 38Q: 3 clusters Score -1056296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1056297.875000 Penalty: 4737.164062
	Iteration 39Q: 3 clusters Score -1056298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1056297.375000 Penalty: 4737.164062
	Iteration 40F: 3 clusters Score -1056297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1056297.125000 Penalty: 4737.164062
	Iteration 41Q: 3 clusters Score -1056297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1056298.250000 Penalty: 4737.164062
	Iteration 42Q: 3 clusters Score -1056298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1056298.000000 Penalty: 4737.164062
	Iteration 43Q: 3 clusters Score -1056298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1056301.750000 Penalty: 4737.164062
	Iteration 44Q: 3 clusters Score -1056302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1056303.625000 Penalty: 4737.164062
	Iteration 45Q: 3 clusters Score -1056304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1056303.625000 Penalty: 4737.164062
	Iteration 46F: 3 clusters Score -1056304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (60043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60043 members 
Entering Unmasked Estep 
Score: -4576615.500000 Penalty: 2728.698486
	Iteration 0F: 2 clusters Score -4576616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -4536138.500000 Penalty: 5457.396973
	Iteration 0F: 3 clusters Score -4536138 nChanged 28027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -4552077.000000 Penalty: 5457.396973
	Iteration 1F: 3 clusters Score -4552077 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -4552865.000000 Penalty: 5457.396973
	Iteration 2Q: 3 clusters Score -4552865 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -4553891.000000 Penalty: 5457.396973
	Iteration 3Q: 3 clusters Score -4553891 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -4555157.500000 Penalty: 5457.396973
	Iteration 4Q: 3 clusters Score -4555158 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -4556811.500000 Penalty: 5457.396973
	Iteration 5F: 3 clusters Score -4556812 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -4558770.500000 Penalty: 5457.396973
	Iteration 6F: 3 clusters Score -4558770 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -4560957.500000 Penalty: 5457.396973
	Iteration 7F: 3 clusters Score -4560958 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -4563193.500000 Penalty: 5457.396973
	Iteration 8F: 3 clusters Score -4563194 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -4565263.500000 Penalty: 5457.396973
	Iteration 9Q: 3 clusters Score -4565264 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -4566898.000000 Penalty: 5457.396973
	Iteration 10Q: 3 clusters Score -4566898 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -4568069.000000 Penalty: 5457.396973
	Iteration 11Q: 3 clusters Score -4568069 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -4568821.500000 Penalty: 5457.396973
	Iteration 12Q: 3 clusters Score -4568822 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -4569374.500000 Penalty: 5457.396973
	Iteration 13Q: 3 clusters Score -4569374 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -4569921.500000 Penalty: 5457.396973
	Iteration 14Q: 3 clusters Score -4569922 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -4570348.500000 Penalty: 5457.396973
	Iteration 15Q: 3 clusters Score -4570348 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -4570756.000000 Penalty: 5457.396973
	Iteration 16Q: 3 clusters Score -4570756 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -4571162.500000 Penalty: 5457.396973
	Iteration 17Q: 3 clusters Score -4571162 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -4571509.500000 Penalty: 5457.396973
	Iteration 18Q: 3 clusters Score -4571510 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54515 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -4571882.500000 Penalty: 5457.396973
	Iteration 19Q: 3 clusters Score -4571882 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -4572248.000000 Penalty: 5457.396973
	Iteration 20F: 3 clusters Score -4572248 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55934 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -4572619.500000 Penalty: 5457.396973
	Iteration 21Q: 3 clusters Score -4572620 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56517 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -4572920.000000 Penalty: 5457.396973
	Iteration 22Q: 3 clusters Score -4572920 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57017 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -4573168.500000 Penalty: 5457.396973
	Iteration 23Q: 3 clusters Score -4573168 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57451 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4573380.000000 Penalty: 5457.396973
	Iteration 24Q: 3 clusters Score -4573380 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57801 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4573567.500000 Penalty: 5457.396973
	Iteration 25Q: 3 clusters Score -4573568 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4573721.500000 Penalty: 5457.396973
	Iteration 26Q: 3 clusters Score -4573722 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4573842.000000 Penalty: 5457.396973
	Iteration 27Q: 3 clusters Score -4573842 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58534 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4573893.500000 Penalty: 5457.396973
	Iteration 28Q: 3 clusters Score -4573894 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58663 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4573963.000000 Penalty: 5457.396973
	Iteration 29Q: 3 clusters Score -4573963 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58782 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4574028.500000 Penalty: 5457.396973
	Iteration 30Q: 3 clusters Score -4574028 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58872 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4574058.000000 Penalty: 5457.396973
	Iteration 31Q: 3 clusters Score -4574058 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58935 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4574082.500000 Penalty: 5457.396973
	Iteration 32Q: 3 clusters Score -4574082 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58987 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4574099.500000 Penalty: 5457.396973
	Iteration 33Q: 3 clusters Score -4574100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59023 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4574111.000000 Penalty: 5457.396973
	Iteration 34Q: 3 clusters Score -4574111 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59051 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4574125.000000 Penalty: 5457.396973
	Iteration 35Q: 3 clusters Score -4574125 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59077 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4574137.000000 Penalty: 5457.396973
	Iteration 36Q: 3 clusters Score -4574137 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59103 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4574150.500000 Penalty: 5457.396973
	Iteration 37Q: 3 clusters Score -4574150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59128 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4574168.500000 Penalty: 5457.396973
	Iteration 38Q: 3 clusters Score -4574168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59153 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4574180.000000 Penalty: 5457.396973
	Iteration 39Q: 3 clusters Score -4574180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59177 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4574195.500000 Penalty: 5457.396973
	Iteration 40F: 3 clusters Score -4574196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4574210.500000 Penalty: 5457.396973
	Iteration 41Q: 3 clusters Score -4574210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59221 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4574222.500000 Penalty: 5457.396973
	Iteration 42Q: 3 clusters Score -4574222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4574236.500000 Penalty: 5457.396973
	Iteration 43Q: 3 clusters Score -4574236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59248 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4574233.500000 Penalty: 5457.396973
	Iteration 44Q: 3 clusters Score -4574234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59255 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4574245.500000 Penalty: 5457.396973
	Iteration 45Q: 3 clusters Score -4574246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4574247.500000 Penalty: 5457.396973
	Iteration 46Q: 3 clusters Score -4574248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59267 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4574251.500000 Penalty: 5457.396973
	Iteration 47Q: 3 clusters Score -4574252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4574253.000000 Penalty: 5457.396973
	Iteration 48Q: 3 clusters Score -4574253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4574251.000000 Penalty: 5457.396973
	Iteration 49Q: 3 clusters Score -4574251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4574255.500000 Penalty: 5457.396973
	Iteration 50Q: 3 clusters Score -4574256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59291 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4574262.500000 Penalty: 5457.396973
	Iteration 51Q: 3 clusters Score -4574262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4574268.000000 Penalty: 5457.396973
	Iteration 52Q: 3 clusters Score -4574268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59305 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4574267.000000 Penalty: 5457.396973
	Iteration 53Q: 3 clusters Score -4574267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4574272.500000 Penalty: 5457.396973
	Iteration 54Q: 3 clusters Score -4574272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59311 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4574271.500000 Penalty: 5457.396973
	Iteration 55Q: 3 clusters Score -4574272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4574269.000000 Penalty: 5457.396973
	Iteration 56Q: 3 clusters Score -4574269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59314 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4574266.000000 Penalty: 5457.396973
	Iteration 57Q: 3 clusters Score -4574266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59314 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4574267.500000 Penalty: 5457.396973
	Iteration 58Q: 3 clusters Score -4574268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59316 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4574271.000000 Penalty: 5457.396973
	Iteration 59Q: 3 clusters Score -4574271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59318 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4574277.000000 Penalty: 5457.396973
	Iteration 60F: 3 clusters Score -4574277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59320 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4574278.500000 Penalty: 5457.396973
	Iteration 61Q: 3 clusters Score -4574278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59321 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4574280.500000 Penalty: 5457.396973
	Iteration 62Q: 3 clusters Score -4574280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59324 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4574276.500000 Penalty: 5457.396973
	Iteration 63Q: 3 clusters Score -4574276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59324 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4574279.000000 Penalty: 5457.396973
	Iteration 64Q: 3 clusters Score -4574279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4574279.500000 Penalty: 5457.396973
	Iteration 65Q: 3 clusters Score -4574280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59327 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4574283.000000 Penalty: 5457.396973
	Iteration 66Q: 3 clusters Score -4574283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59330 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4574282.000000 Penalty: 5457.396973
	Iteration 67Q: 3 clusters Score -4574282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59332 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4574277.000000 Penalty: 5457.396973
	Iteration 68Q: 3 clusters Score -4574277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4574276.500000 Penalty: 5457.396973
	Iteration 69Q: 3 clusters Score -4574276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59334 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4574278.000000 Penalty: 5457.396973
	Iteration 70Q: 3 clusters Score -4574278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4574276.500000 Penalty: 5457.396973
	Iteration 71Q: 3 clusters Score -4574276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4574280.500000 Penalty: 5457.396973
	Iteration 72Q: 3 clusters Score -4574280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59341 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4574283.000000 Penalty: 5457.396973
	Iteration 73Q: 3 clusters Score -4574283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59341 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4574283.000000 Penalty: 5457.396973
	Iteration 74F: 3 clusters Score -4574283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Entering Unmasked Estep 
Score: -115204.265625 Penalty: 1841.931763
	Iteration 0F: 2 clusters Score -115204.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -112794.429688 Penalty: 3683.863525
	Iteration 0F: 3 clusters Score -112794.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -113190.984375 Penalty: 3683.863525
	Iteration 1F: 3 clusters Score -113191 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -113293.578125 Penalty: 3683.863525
	Iteration 2F: 3 clusters Score -113293.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -113383.234375 Penalty: 3683.863525
	Iteration 3Q: 3 clusters Score -113383.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -113455.476562 Penalty: 3683.863525
	Iteration 4Q: 3 clusters Score -113455.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -113518.875000 Penalty: 3683.863525
	Iteration 5Q: 3 clusters Score -113518.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -113576.554688 Penalty: 3683.863525
	Iteration 6Q: 3 clusters Score -113576.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -113634.125000 Penalty: 3683.863525
	Iteration 7Q: 3 clusters Score -113634.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -113690.695312 Penalty: 3683.863525
	Iteration 8Q: 3 clusters Score -113690.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -113737.007812 Penalty: 3683.863525
	Iteration 9Q: 3 clusters Score -113737 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -113789.531250 Penalty: 3683.863525
	Iteration 10Q: 3 clusters Score -113789.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -113822.429688 Penalty: 3683.863525
	Iteration 11Q: 3 clusters Score -113822.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -113868.148438 Penalty: 3683.863525
	Iteration 12Q: 3 clusters Score -113868.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -113940.421875 Penalty: 3683.863525
	Iteration 13Q: 3 clusters Score -113940.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -114089.437500 Penalty: 3683.863525
	Iteration 14Q: 3 clusters Score -114089.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -114350.859375 Penalty: 3683.863525
	Iteration 15Q: 3 clusters Score -114350.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -114535.671875 Penalty: 3683.863525
	Iteration 16Q: 3 clusters Score -114535.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -114640.804688 Penalty: 3683.863525
	Iteration 17Q: 3 clusters Score -114640.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -114714.914062 Penalty: 3683.863525
	Iteration 18Q: 3 clusters Score -114714.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -114785.453125 Penalty: 3683.863525
	Iteration 19Q: 3 clusters Score -114785.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -114830.414062 Penalty: 3683.863525
	Iteration 20F: 3 clusters Score -114830.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -114872.437500 Penalty: 3683.863525
	Iteration 21Q: 3 clusters Score -114872.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -114908.695312 Penalty: 3683.863525
	Iteration 22Q: 3 clusters Score -114908.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -114949.453125 Penalty: 3683.863525
	Iteration 23Q: 3 clusters Score -114949.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -114976.812500 Penalty: 3683.863525
	Iteration 24Q: 3 clusters Score -114976.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -115010.976562 Penalty: 3683.863525
	Iteration 25Q: 3 clusters Score -115011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -115037.039062 Penalty: 3683.863525
	Iteration 26Q: 3 clusters Score -115037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -115054.578125 Penalty: 3683.863525
	Iteration 27Q: 3 clusters Score -115054.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -115066.117188 Penalty: 3683.863525
	Iteration 28Q: 3 clusters Score -115066.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -115080.781250 Penalty: 3683.863525
	Iteration 29Q: 3 clusters Score -115080.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -115089.375000 Penalty: 3683.863525
	Iteration 30Q: 3 clusters Score -115089.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -115103.500000 Penalty: 3683.863525
	Iteration 31Q: 3 clusters Score -115103.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -115111.851562 Penalty: 3683.863525
	Iteration 32Q: 3 clusters Score -115111.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -115122.789062 Penalty: 3683.863525
	Iteration 33Q: 3 clusters Score -115122.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -115125.062500 Penalty: 3683.863525
	Iteration 34Q: 3 clusters Score -115125.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -115127.875000 Penalty: 3683.863525
	Iteration 35Q: 3 clusters Score -115127.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -115128.875000 Penalty: 3683.863525
	Iteration 36Q: 3 clusters Score -115128.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -115128.875000 Penalty: 3683.863525
	Iteration 37F: 3 clusters Score -115128.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Entering Unmasked Estep 
Score: -498122.843750 Penalty: 2178.092285
	Iteration 0F: 2 clusters Score -498122.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -492651.281250 Penalty: 4356.184570
	Iteration 0F: 3 clusters Score -492651.3 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -494122.343750 Penalty: 4356.184570
	Iteration 1F: 3 clusters Score -494122.3 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -494401.437500 Penalty: 4356.184570
	Iteration 2F: 3 clusters Score -494401.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -494607.000000 Penalty: 4356.184570
	Iteration 3F: 3 clusters Score -494607 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -494821.281250 Penalty: 4356.184570
	Iteration 4F: 3 clusters Score -494821.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -495035.156250 Penalty: 4356.184570
	Iteration 5Q: 3 clusters Score -495035.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -495257.875000 Penalty: 4356.184570
	Iteration 6Q: 3 clusters Score -495257.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -495469.750000 Penalty: 4356.184570
	Iteration 7Q: 3 clusters Score -495469.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -495662.500000 Penalty: 4356.184570
	Iteration 8Q: 3 clusters Score -495662.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -495828.375000 Penalty: 4356.184570
	Iteration 9Q: 3 clusters Score -495828.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -495970.812500 Penalty: 4356.184570
	Iteration 10Q: 3 clusters Score -495970.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -496057.187500 Penalty: 4356.184570
	Iteration 11Q: 3 clusters Score -496057.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -496110.656250 Penalty: 4356.184570
	Iteration 12Q: 3 clusters Score -496110.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -496154.343750 Penalty: 4356.184570
	Iteration 13Q: 3 clusters Score -496154.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -496199.968750 Penalty: 4356.184570
	Iteration 14Q: 3 clusters Score -496200 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -496236.656250 Penalty: 4356.184570
	Iteration 15Q: 3 clusters Score -496236.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -496267.375000 Penalty: 4356.184570
	Iteration 16Q: 3 clusters Score -496267.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -496290.906250 Penalty: 4356.184570
	Iteration 17Q: 3 clusters Score -496290.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -496309.406250 Penalty: 4356.184570
	Iteration 18Q: 3 clusters Score -496309.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -496331.875000 Penalty: 4356.184570
	Iteration 19Q: 3 clusters Score -496331.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -496360.125000 Penalty: 4356.184570
	Iteration 20F: 3 clusters Score -496360.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -496397.156250 Penalty: 4356.184570
	Iteration 21Q: 3 clusters Score -496397.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -496437.625000 Penalty: 4356.184570
	Iteration 22Q: 3 clusters Score -496437.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -496478.062500 Penalty: 4356.184570
	Iteration 23Q: 3 clusters Score -496478.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -496515.187500 Penalty: 4356.184570
	Iteration 24Q: 3 clusters Score -496515.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -496555.375000 Penalty: 4356.184570
	Iteration 25Q: 3 clusters Score -496555.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -496594.187500 Penalty: 4356.184570
	Iteration 26Q: 3 clusters Score -496594.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -496634.218750 Penalty: 4356.184570
	Iteration 27Q: 3 clusters Score -496634.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -496663.156250 Penalty: 4356.184570
	Iteration 28Q: 3 clusters Score -496663.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -496678.125000 Penalty: 4356.184570
	Iteration 29Q: 3 clusters Score -496678.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -496692.406250 Penalty: 4356.184570
	Iteration 30Q: 3 clusters Score -496692.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -496712.687500 Penalty: 4356.184570
	Iteration 31Q: 3 clusters Score -496712.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -496741.031250 Penalty: 4356.184570
	Iteration 32Q: 3 clusters Score -496741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -496758.562500 Penalty: 4356.184570
	Iteration 33Q: 3 clusters Score -496758.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -496769.937500 Penalty: 4356.184570
	Iteration 34Q: 3 clusters Score -496769.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -496772.812500 Penalty: 4356.184570
	Iteration 35Q: 3 clusters Score -496772.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -496776.343750 Penalty: 4356.184570
	Iteration 36Q: 3 clusters Score -496776.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -496778.968750 Penalty: 4356.184570
	Iteration 37Q: 3 clusters Score -496779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -496782.187500 Penalty: 4356.184570
	Iteration 38Q: 3 clusters Score -496782.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -496788.000000 Penalty: 4356.184570
	Iteration 39Q: 3 clusters Score -496788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -496794.250000 Penalty: 4356.184570
	Iteration 40F: 3 clusters Score -496794.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -496798.062500 Penalty: 4356.184570
	Iteration 41Q: 3 clusters Score -496798.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -496801.468750 Penalty: 4356.184570
	Iteration 42Q: 3 clusters Score -496801.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -496803.687500 Penalty: 4356.184570
	Iteration 43Q: 3 clusters Score -496803.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -496803.406250 Penalty: 4356.184570
	Iteration 44Q: 3 clusters Score -496803.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -496803.406250 Penalty: 4356.184570
	Iteration 45F: 3 clusters Score -496803.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Entering Unmasked Estep 
Score: -263564.406250 Penalty: 2044.985596
	Iteration 0F: 2 clusters Score -263564.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -259875.296875 Penalty: 4089.971191
	Iteration 0F: 3 clusters Score -259875.3 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -261059.375000 Penalty: 4089.971191
	Iteration 1F: 3 clusters Score -261059.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -261787.234375 Penalty: 4089.971191
	Iteration 2F: 3 clusters Score -261787.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -262530.093750 Penalty: 4089.971191
	Iteration 3F: 3 clusters Score -262530.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -263176.593750 Penalty: 4089.971191
	Iteration 4F: 3 clusters Score -263176.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -263698.593750 Penalty: 4089.971191
	Iteration 5F: 3 clusters Score -263698.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -264129.656250 Penalty: 4089.971191
	Iteration 6F: 3 clusters Score -264129.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -264400.406250 Penalty: 4089.971191
	Iteration 7Q: 3 clusters Score -264400.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -264520.562500 Penalty: 4089.971191
	Iteration 8Q: 3 clusters Score -264520.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -264553.062500 Penalty: 4089.971191
	Iteration 9Q: 3 clusters Score -264553.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -264571.281250 Penalty: 4089.971191
	Iteration 10Q: 3 clusters Score -264571.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -264588.375000 Penalty: 4089.971191
	Iteration 11Q: 3 clusters Score -264588.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -264612.968750 Penalty: 4089.971191
	Iteration 12Q: 3 clusters Score -264613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -264670.000000 Penalty: 4089.971191
	Iteration 13Q: 3 clusters Score -264670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -264788.531250 Penalty: 4089.971191
	Iteration 14Q: 3 clusters Score -264788.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -264944.250000 Penalty: 4089.971191
	Iteration 15Q: 3 clusters Score -264944.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -264991.875000 Penalty: 4089.971191
	Iteration 16Q: 3 clusters Score -264991.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -265026.468750 Penalty: 4089.971191
	Iteration 17Q: 3 clusters Score -265026.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -265082.875000 Penalty: 4089.971191
	Iteration 18Q: 3 clusters Score -265082.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -265182.093750 Penalty: 4089.971191
	Iteration 19Q: 3 clusters Score -265182.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -265302.250000 Penalty: 4089.971191
	Iteration 20F: 3 clusters Score -265302.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -265399.593750 Penalty: 4089.971191
	Iteration 21Q: 3 clusters Score -265399.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -265415.468750 Penalty: 4089.971191
	Iteration 22Q: 3 clusters Score -265415.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -265422.062500 Penalty: 4089.971191
	Iteration 23Q: 3 clusters Score -265422.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -265424.156250 Penalty: 4089.971191
	Iteration 24Q: 3 clusters Score -265424.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -265424.250000 Penalty: 4089.971191
	Iteration 25Q: 3 clusters Score -265424.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -265424.250000 Penalty: 4089.971191
	Iteration 26F: 3 clusters Score -265424.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251430 members 
Mstep: Class 2 contains 8354 members 
Mstep: Class 3 contains 4291 members 
Mstep: Class 4 contains 226824 members 
Mstep: Class 5 contains 98105 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 31304 members 
Mstep: Class 8 contains 92495 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131944 members 
Mstep: Class 11 contains 207167 members 
Mstep: Class 12 contains 1654 members 
Mstep: Class 13 contains 3482 members 
Mstep: Class 14 contains 2505 members 
Mstep: Class 15 contains 42698 members 
Mstep: Class 16 contains 13533 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4958 members 
Mstep: Class 20 contains 2429 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 18076 members 
Mstep: Class 23 contains 40219 members 
Mstep: Class 24 contains 13120 members 
Mstep: Class 25 contains 1728 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 29122 members 
Mstep: Class 28 contains 8481 members 
Mstep: Class 29 contains 5755 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 16662 members 
Mstep: Class 32 contains 4236 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7496 members 
Mstep: Class 35 contains 3362 members 
Mstep: Class 36 contains 1588 members 
Mstep: Class 37 contains 2120 members 
Mstep: Class 38 contains 10249 members 
Mstep: Class 39 contains 931 members 
Mstep: Class 40 contains 14055 members 
Mstep: Class 41 contains 60043 members 
Mstep: Class 42 contains 1681 members 
Mstep: Class 43 contains 6520 members 
Mstep: Class 44 contains 1802 members 
Mstep: Class 45 contains 4192 members 
Mstep: Class 46 contains 12899 members 
Mstep: Class 47 contains 2010 members 
Entering Unmasked Estep 
Score: -102297640.000000 Penalty: 165088.125000
Splitting cluster 44 changes total score from -102297152.000000 to -102297640.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 45 (4192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Entering Unmasked Estep 
Score: -295250.562500 Penalty: 2068.551270
	Iteration 0F: 2 clusters Score -295250.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -291275.718750 Penalty: 4137.102539
	Iteration 0F: 3 clusters Score -291275.7 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -292239.468750 Penalty: 4137.102539
	Iteration 1F: 3 clusters Score -292239.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -292563.062500 Penalty: 4137.102539
	Iteration 2F: 3 clusters Score -292563.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -292887.562500 Penalty: 4137.102539
	Iteration 3F: 3 clusters Score -292887.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -293219.875000 Penalty: 4137.102539
	Iteration 4F: 3 clusters Score -293219.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -293547.281250 Penalty: 4137.102539
	Iteration 5F: 3 clusters Score -293547.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -293908.250000 Penalty: 4137.102539
	Iteration 6F: 3 clusters Score -293908.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -294343.625000 Penalty: 4137.102539
	Iteration 7F: 3 clusters Score -294343.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -294684.656250 Penalty: 4137.102539
	Iteration 8Q: 3 clusters Score -294684.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -294821.687500 Penalty: 4137.102539
	Iteration 9Q: 3 clusters Score -294821.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -294873.812500 Penalty: 4137.102539
	Iteration 10Q: 3 clusters Score -294873.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -294904.656250 Penalty: 4137.102539
	Iteration 11Q: 3 clusters Score -294904.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -294920.375000 Penalty: 4137.102539
	Iteration 12Q: 3 clusters Score -294920.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -294934.156250 Penalty: 4137.102539
	Iteration 13Q: 3 clusters Score -294934.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -294949.437500 Penalty: 4137.102539
	Iteration 14Q: 3 clusters Score -294949.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -294965.343750 Penalty: 4137.102539
	Iteration 15Q: 3 clusters Score -294965.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -294983.500000 Penalty: 4137.102539
	Iteration 16Q: 3 clusters Score -294983.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -295009.625000 Penalty: 4137.102539
	Iteration 17Q: 3 clusters Score -295009.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -295051.281250 Penalty: 4137.102539
	Iteration 18Q: 3 clusters Score -295051.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -295113.125000 Penalty: 4137.102539
	Iteration 19Q: 3 clusters Score -295113.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -295195.250000 Penalty: 4137.102539
	Iteration 20F: 3 clusters Score -295195.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -295269.781250 Penalty: 4137.102539
	Iteration 21Q: 3 clusters Score -295269.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -295307.406250 Penalty: 4137.102539
	Iteration 22Q: 3 clusters Score -295307.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -295329.968750 Penalty: 4137.102539
	Iteration 23Q: 3 clusters Score -295330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -295339.718750 Penalty: 4137.102539
	Iteration 24Q: 3 clusters Score -295339.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -295343.968750 Penalty: 4137.102539
	Iteration 25Q: 3 clusters Score -295344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -295345.218750 Penalty: 4137.102539
	Iteration 26Q: 3 clusters Score -295345.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -295345.468750 Penalty: 4137.102539
	Iteration 27Q: 3 clusters Score -295345.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -295345.687500 Penalty: 4137.102539
	Iteration 28Q: 3 clusters Score -295345.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -295346.218750 Penalty: 4137.102539
	Iteration 29Q: 3 clusters Score -295346.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -295345.687500 Penalty: 4137.102539
	Iteration 30Q: 3 clusters Score -295345.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -295346.843750 Penalty: 4137.102539
	Iteration 31Q: 3 clusters Score -295346.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -295347.375000 Penalty: 4137.102539
	Iteration 32Q: 3 clusters Score -295347.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -295347.750000 Penalty: 4137.102539
	Iteration 33Q: 3 clusters Score -295347.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -295348.031250 Penalty: 4137.102539
	Iteration 34Q: 3 clusters Score -295348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -295348.031250 Penalty: 4137.102539
	Iteration 35F: 3 clusters Score -295348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251430 members 
Mstep: Class 2 contains 8354 members 
Mstep: Class 3 contains 4291 members 
Mstep: Class 4 contains 226824 members 
Mstep: Class 5 contains 98105 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 31304 members 
Mstep: Class 8 contains 92495 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131944 members 
Mstep: Class 11 contains 207167 members 
Mstep: Class 12 contains 1654 members 
Mstep: Class 13 contains 3482 members 
Mstep: Class 14 contains 2505 members 
Mstep: Class 15 contains 42698 members 
Mstep: Class 16 contains 13533 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4958 members 
Mstep: Class 20 contains 2429 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 18076 members 
Mstep: Class 23 contains 40219 members 
Mstep: Class 24 contains 13120 members 
Mstep: Class 25 contains 1728 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 29122 members 
Mstep: Class 28 contains 8481 members 
Mstep: Class 29 contains 5755 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 16662 members 
Mstep: Class 32 contains 4236 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7496 members 
Mstep: Class 35 contains 3362 members 
Mstep: Class 36 contains 1588 members 
Mstep: Class 37 contains 2120 members 
Mstep: Class 38 contains 10249 members 
Mstep: Class 39 contains 931 members 
Mstep: Class 40 contains 14055 members 
Mstep: Class 41 contains 60043 members 
Mstep: Class 42 contains 1681 members 
Mstep: Class 43 contains 6520 members 
Mstep: Class 44 contains 1802 members 
Mstep: Class 45 contains 2095 members 
Mstep: Class 46 contains 12899 members 
Mstep: Class 47 contains 2010 members 
Mstep: Class 48 contains 2097 members 
Entering Unmasked Estep 
Score: -102296432.000000 Penalty: 168600.640625
Splitting cluster 45 changes total score from -102297152.000000 to -102296432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (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: -977421.625000 Penalty: 2347.296387
	Iteration 0F: 2 clusters Score -977421.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -967960.750000 Penalty: 4694.592773
	Iteration 0F: 3 clusters Score -967960.8 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -970919.250000 Penalty: 4694.592773
	Iteration 1F: 3 clusters Score -970919.2 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -971237.187500 Penalty: 4694.592773
	Iteration 2F: 3 clusters Score -971237.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -971514.312500 Penalty: 4694.592773
	Iteration 3Q: 3 clusters Score -971514.3 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -971729.250000 Penalty: 4694.592773
	Iteration 4Q: 3 clusters Score -971729.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -971944.875000 Penalty: 4694.592773
	Iteration 5Q: 3 clusters Score -971944.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -972181.875000 Penalty: 4694.592773
	Iteration 6Q: 3 clusters Score -972181.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -972465.187500 Penalty: 4694.592773
	Iteration 7Q: 3 clusters Score -972465.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -972782.562500 Penalty: 4694.592773
	Iteration 8Q: 3 clusters Score -972782.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -973193.875000 Penalty: 4694.592773
	Iteration 9Q: 3 clusters Score -973193.9 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -973702.750000 Penalty: 4694.592773
	Iteration 10Q: 3 clusters Score -973702.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -974287.812500 Penalty: 4694.592773
	Iteration 11Q: 3 clusters Score -974287.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -974833.562500 Penalty: 4694.592773
	Iteration 12F: 3 clusters Score -974833.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -975203.187500 Penalty: 4694.592773
	Iteration 13Q: 3 clusters Score -975203.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -975392.875000 Penalty: 4694.592773
	Iteration 14Q: 3 clusters Score -975392.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -975498.875000 Penalty: 4694.592773
	Iteration 15Q: 3 clusters Score -975498.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -975565.937500 Penalty: 4694.592773
	Iteration 16Q: 3 clusters Score -975565.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -975619.562500 Penalty: 4694.592773
	Iteration 17Q: 3 clusters Score -975619.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -975652.812500 Penalty: 4694.592773
	Iteration 18Q: 3 clusters Score -975652.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -975681.812500 Penalty: 4694.592773
	Iteration 19Q: 3 clusters Score -975681.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -975703.125000 Penalty: 4694.592773
	Iteration 20F: 3 clusters Score -975703.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -975716.000000 Penalty: 4694.592773
	Iteration 21Q: 3 clusters Score -975716 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -975727.562500 Penalty: 4694.592773
	Iteration 22Q: 3 clusters Score -975727.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -975739.312500 Penalty: 4694.592773
	Iteration 23Q: 3 clusters Score -975739.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -975741.187500 Penalty: 4694.592773
	Iteration 24Q: 3 clusters Score -975741.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -975743.875000 Penalty: 4694.592773
	Iteration 25Q: 3 clusters Score -975743.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -975744.000000 Penalty: 4694.592773
	Iteration 26Q: 3 clusters Score -975744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -975748.375000 Penalty: 4694.592773
	Iteration 27Q: 3 clusters Score -975748.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -975748.812500 Penalty: 4694.592773
	Iteration 28Q: 3 clusters Score -975748.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -975756.625000 Penalty: 4694.592773
	Iteration 29Q: 3 clusters Score -975756.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -975760.312500 Penalty: 4694.592773
	Iteration 30Q: 3 clusters Score -975760.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -975758.812500 Penalty: 4694.592773
	Iteration 31Q: 3 clusters Score -975758.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -975762.500000 Penalty: 4694.592773
	Iteration 32Q: 3 clusters Score -975762.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -975764.250000 Penalty: 4694.592773
	Iteration 33Q: 3 clusters Score -975764.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -975765.375000 Penalty: 4694.592773
	Iteration 34Q: 3 clusters Score -975765.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -975767.562500 Penalty: 4694.592773
	Iteration 35Q: 3 clusters Score -975767.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -975767.000000 Penalty: 4694.592773
	Iteration 36Q: 3 clusters Score -975767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -975765.312500 Penalty: 4694.592773
	Iteration 37Q: 3 clusters Score -975765.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -975769.937500 Penalty: 4694.592773
	Iteration 38Q: 3 clusters Score -975769.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -975766.062500 Penalty: 4694.592773
	Iteration 39Q: 3 clusters Score -975766.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -975771.375000 Penalty: 4694.592773
	Iteration 40F: 3 clusters Score -975771.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -975770.687500 Penalty: 4694.592773
	Iteration 41Q: 3 clusters Score -975770.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -975771.250000 Penalty: 4694.592773
	Iteration 42Q: 3 clusters Score -975771.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -975770.562500 Penalty: 4694.592773
	Iteration 43Q: 3 clusters Score -975770.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -975773.187500 Penalty: 4694.592773
	Iteration 44Q: 3 clusters Score -975773.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -975772.500000 Penalty: 4694.592773
	Iteration 45Q: 3 clusters Score -975772.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -975772.750000 Penalty: 4694.592773
	Iteration 46Q: 3 clusters Score -975772.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -975774.312500 Penalty: 4694.592773
	Iteration 47Q: 3 clusters Score -975774.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -975773.750000 Penalty: 4694.592773
	Iteration 48Q: 3 clusters Score -975773.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -975774.812500 Penalty: 4694.592773
	Iteration 49Q: 3 clusters Score -975774.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -975773.375000 Penalty: 4694.592773
	Iteration 50Q: 3 clusters Score -975773.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -975773.375000 Penalty: 4694.592773
	Iteration 51F: 3 clusters Score -975773.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251430 members 
Mstep: Class 2 contains 8354 members 
Mstep: Class 3 contains 4291 members 
Mstep: Class 4 contains 226824 members 
Mstep: Class 5 contains 98105 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 31304 members 
Mstep: Class 8 contains 92495 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131944 members 
Mstep: Class 11 contains 207167 members 
Mstep: Class 12 contains 1654 members 
Mstep: Class 13 contains 3482 members 
Mstep: Class 14 contains 2505 members 
Mstep: Class 15 contains 42698 members 
Mstep: Class 16 contains 13533 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4958 members 
Mstep: Class 20 contains 2429 members 
Mstep: Class 21 contains 4621 members 
Mstep: Class 22 contains 18076 members 
Mstep: Class 23 contains 40219 members 
Mstep: Class 24 contains 13120 members 
Mstep: Class 25 contains 1728 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 29122 members 
Mstep: Class 28 contains 8481 members 
Mstep: Class 29 contains 5755 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 16662 members 
Mstep: Class 32 contains 4236 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7496 members 
Mstep: Class 35 contains 3362 members 
Mstep: Class 36 contains 1588 members 
Mstep: Class 37 contains 2120 members 
Mstep: Class 38 contains 10249 members 
Mstep: Class 39 contains 931 members 
Mstep: Class 40 contains 14055 members 
Mstep: Class 41 contains 60043 members 
Mstep: Class 42 contains 1681 members 
Mstep: Class 43 contains 6520 members 
Mstep: Class 44 contains 1802 members 
Mstep: Class 45 contains 4192 members 
Mstep: Class 46 contains 12899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297904.000000 Penalty: 165088.125000
Iteration 159Q: 48 clusters Score -1.022979e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251404 members 
Mstep: Class 2 contains 8354 members 
Mstep: Class 3 contains 4291 members 
Mstep: Class 4 contains 226817 members 
Mstep: Class 5 contains 98120 members 
Mstep: Class 6 contains 4039 members 
Mstep: Class 7 contains 31293 members 
Mstep: Class 8 contains 92486 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131962 members 
Mstep: Class 11 contains 207168 members 
Mstep: Class 12 contains 1642 members 
Mstep: Class 13 contains 3484 members 
Mstep: Class 14 contains 2506 members 
Mstep: Class 15 contains 42689 members 
Mstep: Class 16 contains 13534 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 2441 members 
Mstep: Class 21 contains 4624 members 
Mstep: Class 22 contains 18074 members 
Mstep: Class 23 contains 40224 members 
Mstep: Class 24 contains 13123 members 
Mstep: Class 25 contains 1730 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 29121 members 
Mstep: Class 28 contains 8481 members 
Mstep: Class 29 contains 5755 members 
Mstep: Class 30 contains 3888 members 
Mstep: Class 31 contains 16681 members 
Mstep: Class 32 contains 4236 members 
Mstep: Class 33 contains 1553 members 
Mstep: Class 34 contains 7497 members 
Mstep: Class 35 contains 3364 members 
Mstep: Class 36 contains 1588 members 
Mstep: Class 37 contains 2126 members 
Mstep: Class 38 contains 10249 members 
Mstep: Class 39 contains 930 members 
Mstep: Class 40 contains 14058 members 
Mstep: Class 41 contains 60036 members 
Mstep: Class 42 contains 1666 members 
Mstep: Class 43 contains 6520 members 
Mstep: Class 44 contains 1877 members 
Mstep: Class 45 contains 4192 members 
Mstep: Class 46 contains 12904 members 
Mstep: Class 47 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298240.000000 Penalty: 165088.125000
Iteration 160F: 48 clusters Score -1.022982e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251391 members 
Mstep: Class 2 contains 8355 members 
Mstep: Class 3 contains 4287 members 
Mstep: Class 4 contains 226810 members 
Mstep: Class 5 contains 98131 members 
Mstep: Class 6 contains 4033 members 
Mstep: Class 7 contains 31293 members 
Mstep: Class 8 contains 92477 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131973 members 
Mstep: Class 11 contains 207167 members 
Mstep: Class 12 contains 1640 members 
Mstep: Class 13 contains 3487 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42681 members 
Mstep: Class 16 contains 13523 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2206 members 
Mstep: Class 19 contains 4955 members 
Mstep: Class 20 contains 2440 members 
Mstep: Class 21 contains 4623 members 
Mstep: Class 22 contains 18072 members 
Mstep: Class 23 contains 40230 members 
Mstep: Class 24 contains 13128 members 
Mstep: Class 25 contains 1706 members 
Mstep: Class 26 contains 5001 members 
Mstep: Class 27 contains 29120 members 
Mstep: Class 28 contains 8482 members 
Mstep: Class 29 contains 5755 members 
Mstep: Class 30 contains 3842 members 
Mstep: Class 31 contains 16681 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7498 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1588 members 
Mstep: Class 37 contains 2132 members 
Mstep: Class 38 contains 10254 members 
Mstep: Class 39 contains 930 members 
Mstep: Class 40 contains 14058 members 
Mstep: Class 41 contains 60030 members 
Mstep: Class 42 contains 1656 members 
Mstep: Class 43 contains 6523 members 
Mstep: Class 44 contains 1917 members 
Mstep: Class 45 contains 4191 members 
Mstep: Class 46 contains 12908 members 
Mstep: Class 47 contains 2034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298248.000000 Penalty: 165088.125000
Iteration 161Q: 48 clusters Score -1.022982e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251382 members 
Mstep: Class 2 contains 8357 members 
Mstep: Class 3 contains 4286 members 
Mstep: Class 4 contains 226798 members 
Mstep: Class 5 contains 98150 members 
Mstep: Class 6 contains 4028 members 
Mstep: Class 7 contains 31287 members 
Mstep: Class 8 contains 92468 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131984 members 
Mstep: Class 11 contains 207164 members 
Mstep: Class 12 contains 1638 members 
Mstep: Class 13 contains 3489 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42678 members 
Mstep: Class 16 contains 13518 members 
Mstep: Class 17 contains 4576 members 
Mstep: Class 18 contains 2204 members 
Mstep: Class 19 contains 4952 members 
Mstep: Class 20 contains 2435 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 18073 members 
Mstep: Class 23 contains 40237 members 
Mstep: Class 24 contains 13129 members 
Mstep: Class 25 contains 1709 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29119 members 
Mstep: Class 28 contains 8484 members 
Mstep: Class 29 contains 5756 members 
Mstep: Class 30 contains 3807 members 
Mstep: Class 31 contains 16676 members 
Mstep: Class 32 contains 4232 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7498 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 2137 members 
Mstep: Class 38 contains 10257 members 
Mstep: Class 39 contains 930 members 
Mstep: Class 40 contains 14059 members 
Mstep: Class 41 contains 60026 members 
Mstep: Class 42 contains 1652 members 
Mstep: Class 43 contains 6524 members 
Mstep: Class 44 contains 1950 members 
Mstep: Class 45 contains 4192 members 
Mstep: Class 46 contains 12913 members 
Mstep: Class 47 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298312.000000 Penalty: 165088.125000
Iteration 162Q: 48 clusters Score -1.022983e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251372 members 
Mstep: Class 2 contains 8355 members 
Mstep: Class 3 contains 4284 members 
Mstep: Class 4 contains 226792 members 
Mstep: Class 5 contains 98156 members 
Mstep: Class 6 contains 4026 members 
Mstep: Class 7 contains 31286 members 
Mstep: Class 8 contains 92466 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 131995 members 
Mstep: Class 11 contains 207159 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3489 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42671 members 
Mstep: Class 16 contains 13514 members 
Mstep: Class 17 contains 4576 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 4952 members 
Mstep: Class 20 contains 2442 members 
Mstep: Class 21 contains 4627 members 
Mstep: Class 22 contains 18075 members 
Mstep: Class 23 contains 40243 members 
Mstep: Class 24 contains 13129 members 
Mstep: Class 25 contains 1713 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29120 members 
Mstep: Class 28 contains 8484 members 
Mstep: Class 29 contains 5755 members 
Mstep: Class 30 contains 3780 members 
Mstep: Class 31 contains 16676 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7496 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 2139 members 
Mstep: Class 38 contains 10261 members 
Mstep: Class 39 contains 930 members 
Mstep: Class 40 contains 14062 members 
Mstep: Class 41 contains 60020 members 
Mstep: Class 42 contains 1648 members 
Mstep: Class 43 contains 6524 members 
Mstep: Class 44 contains 1973 members 
Mstep: Class 45 contains 4193 members 
Mstep: Class 46 contains 12916 members 
Mstep: Class 47 contains 2057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298360.000000 Penalty: 165088.125000
Iteration 163Q: 48 clusters Score -1.022984e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251357 members 
Mstep: Class 2 contains 8354 members 
Mstep: Class 3 contains 4285 members 
Mstep: Class 4 contains 226789 members 
Mstep: Class 5 contains 98163 members 
Mstep: Class 6 contains 4027 members 
Mstep: Class 7 contains 31280 members 
Mstep: Class 8 contains 92460 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132003 members 
Mstep: Class 11 contains 207155 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 13 contains 3485 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42666 members 
Mstep: Class 16 contains 13511 members 
Mstep: Class 17 contains 4576 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 4951 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 4627 members 
Mstep: Class 22 contains 18078 members 
Mstep: Class 23 contains 40248 members 
Mstep: Class 24 contains 13133 members 
Mstep: Class 25 contains 1715 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29123 members 
Mstep: Class 28 contains 8483 members 
Mstep: Class 29 contains 5756 members 
Mstep: Class 30 contains 3769 members 
Mstep: Class 31 contains 16678 members 
Mstep: Class 32 contains 4233 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7496 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 2141 members 
Mstep: Class 38 contains 10263 members 
Mstep: Class 39 contains 929 members 
Mstep: Class 40 contains 14069 members 
Mstep: Class 41 contains 60009 members 
Mstep: Class 42 contains 1648 members 
Mstep: Class 43 contains 6524 members 
Mstep: Class 44 contains 1983 members 
Mstep: Class 45 contains 4193 members 
Mstep: Class 46 contains 12918 members 
Mstep: Class 47 contains 2061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298320.000000 Penalty: 165088.125000
Iteration 164Q: 48 clusters Score -1.022983e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251342 members 
Mstep: Class 2 contains 8354 members 
Mstep: Class 3 contains 4287 members 
Mstep: Class 4 contains 226790 members 
Mstep: Class 5 contains 98178 members 
Mstep: Class 6 contains 4027 members 
Mstep: Class 7 contains 31274 members 
Mstep: Class 8 contains 92457 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132009 members 
Mstep: Class 11 contains 207156 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 13 contains 3482 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42661 members 
Mstep: Class 16 contains 13508 members 
Mstep: Class 17 contains 4576 members 
Mstep: Class 18 contains 2198 members 
Mstep: Class 19 contains 4949 members 
Mstep: Class 20 contains 2450 members 
Mstep: Class 21 contains 4630 members 
Mstep: Class 22 contains 18077 members 
Mstep: Class 23 contains 40258 members 
Mstep: Class 24 contains 13134 members 
Mstep: Class 25 contains 1717 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29123 members 
Mstep: Class 28 contains 8482 members 
Mstep: Class 29 contains 5756 members 
Mstep: Class 30 contains 3769 members 
Mstep: Class 31 contains 16678 members 
Mstep: Class 32 contains 4229 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7498 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1588 members 
Mstep: Class 37 contains 2142 members 
Mstep: Class 38 contains 10264 members 
Mstep: Class 39 contains 927 members 
Mstep: Class 40 contains 14074 members 
Mstep: Class 41 contains 60001 members 
Mstep: Class 42 contains 1648 members 
Mstep: Class 43 contains 6525 members 
Mstep: Class 44 contains 1988 members 
Mstep: Class 45 contains 4193 members 
Mstep: Class 46 contains 12918 members 
Mstep: Class 47 contains 2062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298256.000000 Penalty: 165088.125000
Iteration 165Q: 48 clusters Score -1.022983e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251327 members 
Mstep: Class 2 contains 8354 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 226786 members 
Mstep: Class 5 contains 98190 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31273 members 
Mstep: Class 8 contains 92450 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132023 members 
Mstep: Class 11 contains 207157 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 3478 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42658 members 
Mstep: Class 16 contains 13510 members 
Mstep: Class 17 contains 4576 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4948 members 
Mstep: Class 20 contains 2449 members 
Mstep: Class 21 contains 4631 members 
Mstep: Class 22 contains 18078 members 
Mstep: Class 23 contains 40262 members 
Mstep: Class 24 contains 13133 members 
Mstep: Class 25 contains 1717 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29125 members 
Mstep: Class 28 contains 8480 members 
Mstep: Class 29 contains 5756 members 
Mstep: Class 30 contains 3768 members 
Mstep: Class 31 contains 16677 members 
Mstep: Class 32 contains 4225 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7499 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1588 members 
Mstep: Class 37 contains 2147 members 
Mstep: Class 38 contains 10267 members 
Mstep: Class 39 contains 927 members 
Mstep: Class 40 contains 14078 members 
Mstep: Class 41 contains 59993 members 
Mstep: Class 42 contains 1646 members 
Mstep: Class 43 contains 6526 members 
Mstep: Class 44 contains 1991 members 
Mstep: Class 45 contains 4193 members 
Mstep: Class 46 contains 12919 members 
Mstep: Class 47 contains 2063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298360.000000 Penalty: 165088.125000
Iteration 166Q: 48 clusters Score -1.022984e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251316 members 
Mstep: Class 2 contains 8355 members 
Mstep: Class 3 contains 4289 members 
Mstep: Class 4 contains 226784 members 
Mstep: Class 5 contains 98201 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31266 members 
Mstep: Class 8 contains 92442 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132040 members 
Mstep: Class 11 contains 207157 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 3476 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42647 members 
Mstep: Class 16 contains 13505 members 
Mstep: Class 17 contains 4576 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4948 members 
Mstep: Class 20 contains 2452 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18076 members 
Mstep: Class 23 contains 40263 members 
Mstep: Class 24 contains 13134 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29126 members 
Mstep: Class 28 contains 8481 members 
Mstep: Class 29 contains 5756 members 
Mstep: Class 30 contains 3770 members 
Mstep: Class 31 contains 16671 members 
Mstep: Class 32 contains 4226 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7499 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1588 members 
Mstep: Class 37 contains 2152 members 
Mstep: Class 38 contains 10272 members 
Mstep: Class 39 contains 927 members 
Mstep: Class 40 contains 14087 members 
Mstep: Class 41 contains 59987 members 
Mstep: Class 42 contains 1644 members 
Mstep: Class 43 contains 6526 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 4192 members 
Mstep: Class 46 contains 12921 members 
Mstep: Class 47 contains 2064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298376.000000 Penalty: 165088.125000
Iteration 167Q: 48 clusters Score -1.022984e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251307 members 
Mstep: Class 2 contains 8356 members 
Mstep: Class 3 contains 4290 members 
Mstep: Class 4 contains 226780 members 
Mstep: Class 5 contains 98204 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31257 members 
Mstep: Class 8 contains 92439 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132055 members 
Mstep: Class 11 contains 207159 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 13 contains 3478 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42639 members 
Mstep: Class 16 contains 13502 members 
Mstep: Class 17 contains 4577 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4947 members 
Mstep: Class 20 contains 2459 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18074 members 
Mstep: Class 23 contains 40263 members 
Mstep: Class 24 contains 13137 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8481 members 
Mstep: Class 29 contains 5757 members 
Mstep: Class 30 contains 3771 members 
Mstep: Class 31 contains 16669 members 
Mstep: Class 32 contains 4226 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7503 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1588 members 
Mstep: Class 37 contains 2153 members 
Mstep: Class 38 contains 10273 members 
Mstep: Class 39 contains 927 members 
Mstep: Class 40 contains 14091 members 
Mstep: Class 41 contains 59981 members 
Mstep: Class 42 contains 1641 members 
Mstep: Class 43 contains 6526 members 
Mstep: Class 44 contains 1994 members 
Mstep: Class 45 contains 4192 members 
Mstep: Class 46 contains 12923 members 
Mstep: Class 47 contains 2064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298448.000000 Penalty: 165088.125000
Iteration 168Q: 48 clusters Score -1.022984e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251303 members 
Mstep: Class 2 contains 8360 members 
Mstep: Class 3 contains 4292 members 
Mstep: Class 4 contains 226768 members 
Mstep: Class 5 contains 98205 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31253 members 
Mstep: Class 8 contains 92435 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132064 members 
Mstep: Class 11 contains 207160 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 13 contains 3480 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42631 members 
Mstep: Class 16 contains 13496 members 
Mstep: Class 17 contains 4578 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4945 members 
Mstep: Class 20 contains 2474 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18071 members 
Mstep: Class 23 contains 40266 members 
Mstep: Class 24 contains 13137 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8481 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3770 members 
Mstep: Class 31 contains 16666 members 
Mstep: Class 32 contains 4225 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7504 members 
Mstep: Class 35 contains 3366 members 
Mstep: Class 36 contains 1588 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10274 members 
Mstep: Class 39 contains 927 members 
Mstep: Class 40 contains 14095 members 
Mstep: Class 41 contains 59980 members 
Mstep: Class 42 contains 1641 members 
Mstep: Class 43 contains 6527 members 
Mstep: Class 44 contains 1995 members 
Mstep: Class 45 contains 4192 members 
Mstep: Class 46 contains 12923 members 
Mstep: Class 47 contains 2064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298384.000000 Penalty: 165088.125000
Iteration 169Q: 48 clusters Score -1.022984e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251294 members 
Mstep: Class 2 contains 8361 members 
Mstep: Class 3 contains 4292 members 
Mstep: Class 4 contains 226757 members 
Mstep: Class 5 contains 98209 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31252 members 
Mstep: Class 8 contains 92434 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132074 members 
Mstep: Class 11 contains 207161 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 3484 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42627 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 4578 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4940 members 
Mstep: Class 20 contains 2480 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18068 members 
Mstep: Class 23 contains 40266 members 
Mstep: Class 24 contains 13139 members 
Mstep: Class 25 contains 1717 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29122 members 
Mstep: Class 28 contains 8481 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3770 members 
Mstep: Class 31 contains 16668 members 
Mstep: Class 32 contains 4225 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7506 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10276 members 
Mstep: Class 39 contains 927 members 
Mstep: Class 40 contains 14096 members 
Mstep: Class 41 contains 59978 members 
Mstep: Class 42 contains 1641 members 
Mstep: Class 43 contains 6527 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4192 members 
Mstep: Class 46 contains 12923 members 
Mstep: Class 47 contains 2065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298360.000000 Penalty: 165088.125000
Iteration 170Q: 48 clusters Score -1.022984e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251284 members 
Mstep: Class 2 contains 8360 members 
Mstep: Class 3 contains 4292 members 
Mstep: Class 4 contains 226751 members 
Mstep: Class 5 contains 98215 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31241 members 
Mstep: Class 8 contains 92436 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132079 members 
Mstep: Class 11 contains 207158 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3485 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42622 members 
Mstep: Class 16 contains 13496 members 
Mstep: Class 17 contains 4576 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2492 members 
Mstep: Class 21 contains 4633 members 
Mstep: Class 22 contains 18065 members 
Mstep: Class 23 contains 40270 members 
Mstep: Class 24 contains 13141 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29126 members 
Mstep: Class 28 contains 8481 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3776 members 
Mstep: Class 31 contains 16667 members 
Mstep: Class 32 contains 4225 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7507 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10277 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14097 members 
Mstep: Class 41 contains 59974 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6527 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4192 members 
Mstep: Class 46 contains 12923 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298432.000000 Penalty: 165088.125000
Iteration 171Q: 48 clusters Score -1.022984e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251280 members 
Mstep: Class 2 contains 8361 members 
Mstep: Class 3 contains 4292 members 
Mstep: Class 4 contains 226749 members 
Mstep: Class 5 contains 98220 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31229 members 
Mstep: Class 8 contains 92433 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132083 members 
Mstep: Class 11 contains 207150 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3483 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42617 members 
Mstep: Class 16 contains 13496 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2498 members 
Mstep: Class 21 contains 4633 members 
Mstep: Class 22 contains 18070 members 
Mstep: Class 23 contains 40275 members 
Mstep: Class 24 contains 13145 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29129 members 
Mstep: Class 28 contains 8481 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3778 members 
Mstep: Class 31 contains 16666 members 
Mstep: Class 32 contains 4225 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7510 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10277 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14101 members 
Mstep: Class 41 contains 59970 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6527 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4192 members 
Mstep: Class 46 contains 12923 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298360.000000 Penalty: 165088.125000
Iteration 172Q: 48 clusters Score -1.022984e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251284 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4292 members 
Mstep: Class 4 contains 226748 members 
Mstep: Class 5 contains 98222 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31221 members 
Mstep: Class 8 contains 92431 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132082 members 
Mstep: Class 11 contains 207145 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3478 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42613 members 
Mstep: Class 16 contains 13496 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2505 members 
Mstep: Class 21 contains 4633 members 
Mstep: Class 22 contains 18076 members 
Mstep: Class 23 contains 40279 members 
Mstep: Class 24 contains 13149 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29129 members 
Mstep: Class 28 contains 8481 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3779 members 
Mstep: Class 31 contains 16664 members 
Mstep: Class 32 contains 4223 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7516 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10277 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14102 members 
Mstep: Class 41 contains 59962 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6528 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4192 members 
Mstep: Class 46 contains 12924 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298400.000000 Penalty: 165088.125000
Iteration 173Q: 48 clusters Score -1.022984e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251283 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4292 members 
Mstep: Class 4 contains 226749 members 
Mstep: Class 5 contains 98225 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31214 members 
Mstep: Class 8 contains 92427 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132086 members 
Mstep: Class 11 contains 207145 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3472 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42607 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18074 members 
Mstep: Class 23 contains 40284 members 
Mstep: Class 24 contains 13152 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29129 members 
Mstep: Class 28 contains 8480 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3783 members 
Mstep: Class 31 contains 16664 members 
Mstep: Class 32 contains 4223 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7520 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10277 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14099 members 
Mstep: Class 41 contains 59960 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6530 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4191 members 
Mstep: Class 46 contains 12925 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298264.000000 Penalty: 165088.125000
Iteration 174Q: 48 clusters Score -1.022983e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251278 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4292 members 
Mstep: Class 4 contains 226746 members 
Mstep: Class 5 contains 98230 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31209 members 
Mstep: Class 8 contains 92423 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132090 members 
Mstep: Class 11 contains 207145 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3467 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42605 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18075 members 
Mstep: Class 23 contains 40287 members 
Mstep: Class 24 contains 13160 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29129 members 
Mstep: Class 28 contains 8480 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3783 members 
Mstep: Class 31 contains 16664 members 
Mstep: Class 32 contains 4223 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7525 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10277 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14101 members 
Mstep: Class 41 contains 59954 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6532 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4189 members 
Mstep: Class 46 contains 12925 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298280.000000 Penalty: 165088.125000
Iteration 175Q: 48 clusters Score -1.022983e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251272 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4292 members 
Mstep: Class 4 contains 226744 members 
Mstep: Class 5 contains 98231 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31206 members 
Mstep: Class 8 contains 92419 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132092 members 
Mstep: Class 11 contains 207141 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3463 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42604 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2524 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18078 members 
Mstep: Class 23 contains 40294 members 
Mstep: Class 24 contains 13163 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29128 members 
Mstep: Class 28 contains 8480 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3783 members 
Mstep: Class 31 contains 16663 members 
Mstep: Class 32 contains 4223 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7527 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10278 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14101 members 
Mstep: Class 41 contains 59950 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6536 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4189 members 
Mstep: Class 46 contains 12923 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298368.000000 Penalty: 165088.125000
Iteration 176Q: 48 clusters Score -1.022984e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251268 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4292 members 
Mstep: Class 4 contains 226739 members 
Mstep: Class 5 contains 98234 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31200 members 
Mstep: Class 8 contains 92414 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132102 members 
Mstep: Class 11 contains 207139 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3461 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42603 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2531 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18079 members 
Mstep: Class 23 contains 40297 members 
Mstep: Class 24 contains 13166 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29129 members 
Mstep: Class 28 contains 8480 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3783 members 
Mstep: Class 31 contains 16663 members 
Mstep: Class 32 contains 4223 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7529 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10278 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14104 members 
Mstep: Class 41 contains 59941 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6536 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4189 members 
Mstep: Class 46 contains 12924 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298352.000000 Penalty: 165088.125000
Iteration 177Q: 48 clusters Score -1.022984e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251270 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226728 members 
Mstep: Class 5 contains 98236 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31196 members 
Mstep: Class 8 contains 92408 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132111 members 
Mstep: Class 11 contains 207138 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3459 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42600 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18080 members 
Mstep: Class 23 contains 40299 members 
Mstep: Class 24 contains 13167 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29129 members 
Mstep: Class 28 contains 8479 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3783 members 
Mstep: Class 31 contains 16662 members 
Mstep: Class 32 contains 4223 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7529 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10278 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14108 members 
Mstep: Class 41 contains 59941 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6536 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4189 members 
Mstep: Class 46 contains 12925 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298376.000000 Penalty: 165088.125000
Iteration 178Q: 48 clusters Score -1.022984e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251268 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226719 members 
Mstep: Class 5 contains 98238 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31198 members 
Mstep: Class 8 contains 92406 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132117 members 
Mstep: Class 11 contains 207138 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42596 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2539 members 
Mstep: Class 21 contains 4631 members 
Mstep: Class 22 contains 18080 members 
Mstep: Class 23 contains 40304 members 
Mstep: Class 24 contains 13168 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29129 members 
Mstep: Class 28 contains 8479 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3783 members 
Mstep: Class 31 contains 16662 members 
Mstep: Class 32 contains 4223 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7529 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2155 members 
Mstep: Class 38 contains 10278 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14112 members 
Mstep: Class 41 contains 59937 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6536 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4189 members 
Mstep: Class 46 contains 12925 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298416.000000 Penalty: 165088.125000
Iteration 179Q: 48 clusters Score -1.022984e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251267 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226717 members 
Mstep: Class 5 contains 98240 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31197 members 
Mstep: Class 8 contains 92405 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132123 members 
Mstep: Class 11 contains 207138 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42591 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 4631 members 
Mstep: Class 22 contains 18080 members 
Mstep: Class 23 contains 40310 members 
Mstep: Class 24 contains 13170 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29126 members 
Mstep: Class 28 contains 8478 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16662 members 
Mstep: Class 32 contains 4222 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7529 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2155 members 
Mstep: Class 38 contains 10278 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14118 members 
Mstep: Class 41 contains 59931 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6536 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4189 members 
Mstep: Class 46 contains 12925 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298464.000000 Penalty: 165088.125000
Iteration 180F: 48 clusters Score -1.022985e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251268 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226713 members 
Mstep: Class 5 contains 98242 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31200 members 
Mstep: Class 8 contains 92401 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132126 members 
Mstep: Class 11 contains 207138 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42578 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 4631 members 
Mstep: Class 22 contains 18080 members 
Mstep: Class 23 contains 40317 members 
Mstep: Class 24 contains 13173 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29125 members 
Mstep: Class 28 contains 8477 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16662 members 
Mstep: Class 32 contains 4222 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7529 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2155 members 
Mstep: Class 38 contains 10278 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14127 members 
Mstep: Class 41 contains 59928 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6535 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4188 members 
Mstep: Class 46 contains 12925 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298480.000000 Penalty: 165088.125000
Iteration 181Q: 48 clusters Score -1.022985e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251269 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226703 members 
Mstep: Class 5 contains 98245 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31203 members 
Mstep: Class 8 contains 92394 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132132 members 
Mstep: Class 11 contains 207137 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42571 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 4631 members 
Mstep: Class 22 contains 18080 members 
Mstep: Class 23 contains 40326 members 
Mstep: Class 24 contains 13176 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29125 members 
Mstep: Class 28 contains 8476 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16662 members 
Mstep: Class 32 contains 4222 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7529 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2155 members 
Mstep: Class 38 contains 10278 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14133 members 
Mstep: Class 41 contains 59925 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6535 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4188 members 
Mstep: Class 46 contains 12925 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298440.000000 Penalty: 165088.125000
Iteration 182Q: 48 clusters Score -1.022984e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251273 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226694 members 
Mstep: Class 5 contains 98246 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31203 members 
Mstep: Class 8 contains 92388 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132135 members 
Mstep: Class 11 contains 207137 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42563 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 4631 members 
Mstep: Class 22 contains 18080 members 
Mstep: Class 23 contains 40334 members 
Mstep: Class 24 contains 13176 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29125 members 
Mstep: Class 28 contains 8477 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16662 members 
Mstep: Class 32 contains 4222 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7529 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2155 members 
Mstep: Class 38 contains 10278 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14140 members 
Mstep: Class 41 contains 59924 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6535 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4188 members 
Mstep: Class 46 contains 12925 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298472.000000 Penalty: 165088.125000
Iteration 183Q: 48 clusters Score -1.022985e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251273 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226684 members 
Mstep: Class 5 contains 98245 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31202 members 
Mstep: Class 8 contains 92385 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132139 members 
Mstep: Class 11 contains 207136 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42561 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2539 members 
Mstep: Class 21 contains 4631 members 
Mstep: Class 22 contains 18080 members 
Mstep: Class 23 contains 40341 members 
Mstep: Class 24 contains 13177 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29125 members 
Mstep: Class 28 contains 8477 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16663 members 
Mstep: Class 32 contains 4223 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7529 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2155 members 
Mstep: Class 38 contains 10278 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14142 members 
Mstep: Class 41 contains 59922 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6535 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4188 members 
Mstep: Class 46 contains 12925 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298496.000000 Penalty: 165088.125000
Iteration 184Q: 48 clusters Score -1.022985e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251273 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226673 members 
Mstep: Class 5 contains 98250 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31202 members 
Mstep: Class 8 contains 92382 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132142 members 
Mstep: Class 11 contains 207136 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42557 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2538 members 
Mstep: Class 21 contains 4631 members 
Mstep: Class 22 contains 18080 members 
Mstep: Class 23 contains 40351 members 
Mstep: Class 24 contains 13178 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29125 members 
Mstep: Class 28 contains 8477 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16663 members 
Mstep: Class 32 contains 4223 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7529 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2155 members 
Mstep: Class 38 contains 10278 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14141 members 
Mstep: Class 41 contains 59922 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6536 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4188 members 
Mstep: Class 46 contains 12925 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298504.000000 Penalty: 165088.125000
Iteration 185Q: 48 clusters Score -1.022985e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251276 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226662 members 
Mstep: Class 5 contains 98251 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31202 members 
Mstep: Class 8 contains 92379 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132144 members 
Mstep: Class 11 contains 207136 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42555 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2540 members 
Mstep: Class 21 contains 4631 members 
Mstep: Class 22 contains 18080 members 
Mstep: Class 23 contains 40357 members 
Mstep: Class 24 contains 13179 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29125 members 
Mstep: Class 28 contains 8476 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16663 members 
Mstep: Class 32 contains 4224 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7529 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2155 members 
Mstep: Class 38 contains 10278 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14141 members 
Mstep: Class 41 contains 59922 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6537 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4188 members 
Mstep: Class 46 contains 12925 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298536.000000 Penalty: 165088.125000
Iteration 186Q: 48 clusters Score -1.022985e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251275 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226652 members 
Mstep: Class 5 contains 98250 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31201 members 
Mstep: Class 8 contains 92377 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132148 members 
Mstep: Class 11 contains 207135 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42554 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2544 members 
Mstep: Class 21 contains 4631 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40366 members 
Mstep: Class 24 contains 13180 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8473 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16663 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7529 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2155 members 
Mstep: Class 38 contains 10278 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14146 members 
Mstep: Class 41 contains 59921 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6539 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4188 members 
Mstep: Class 46 contains 12924 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298480.000000 Penalty: 165088.125000
Iteration 187Q: 48 clusters Score -1.022985e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251274 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226642 members 
Mstep: Class 5 contains 98256 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31201 members 
Mstep: Class 8 contains 92375 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132150 members 
Mstep: Class 11 contains 207137 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42544 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 21 contains 4631 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40374 members 
Mstep: Class 24 contains 13179 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8475 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16663 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7529 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2155 members 
Mstep: Class 38 contains 10278 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14148 members 
Mstep: Class 41 contains 59920 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6541 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4188 members 
Mstep: Class 46 contains 12924 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298384.000000 Penalty: 165088.125000
Iteration 188Q: 48 clusters Score -1.022984e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251269 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226637 members 
Mstep: Class 5 contains 98260 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31198 members 
Mstep: Class 8 contains 92375 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132152 members 
Mstep: Class 11 contains 207137 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42542 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2546 members 
Mstep: Class 21 contains 4631 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40380 members 
Mstep: Class 24 contains 13180 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8476 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16663 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7529 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2155 members 
Mstep: Class 38 contains 10278 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14149 members 
Mstep: Class 41 contains 59918 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6542 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4189 members 
Mstep: Class 46 contains 12923 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298480.000000 Penalty: 165088.125000
Iteration 189Q: 48 clusters Score -1.022985e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251263 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226632 members 
Mstep: Class 5 contains 98265 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31196 members 
Mstep: Class 8 contains 92373 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132154 members 
Mstep: Class 11 contains 207137 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42540 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2546 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40387 members 
Mstep: Class 24 contains 13180 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8477 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16664 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7529 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10278 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14149 members 
Mstep: Class 41 contains 59917 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6542 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4190 members 
Mstep: Class 46 contains 12924 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298408.000000 Penalty: 165088.125000
Iteration 190Q: 48 clusters Score -1.022984e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251264 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226622 members 
Mstep: Class 5 contains 98267 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31194 members 
Mstep: Class 8 contains 92369 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132158 members 
Mstep: Class 11 contains 207138 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42534 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2544 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40396 members 
Mstep: Class 24 contains 13179 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8480 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16664 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7530 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10278 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14150 members 
Mstep: Class 41 contains 59917 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6543 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4191 members 
Mstep: Class 46 contains 12925 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298424.000000 Penalty: 165088.125000
Iteration 191Q: 48 clusters Score -1.022984e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251261 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226616 members 
Mstep: Class 5 contains 98271 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31193 members 
Mstep: Class 8 contains 92370 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132161 members 
Mstep: Class 11 contains 207138 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42533 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2542 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40399 members 
Mstep: Class 24 contains 13178 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8482 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16664 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7530 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10278 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14149 members 
Mstep: Class 41 contains 59917 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6544 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4191 members 
Mstep: Class 46 contains 12926 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298408.000000 Penalty: 165088.125000
Iteration 192Q: 48 clusters Score -1.022984e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251260 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226612 members 
Mstep: Class 5 contains 98271 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31193 members 
Mstep: Class 8 contains 92365 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132165 members 
Mstep: Class 11 contains 207138 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42527 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2542 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40403 members 
Mstep: Class 24 contains 13177 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8484 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16664 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7530 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10279 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14153 members 
Mstep: Class 41 contains 59918 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6545 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4191 members 
Mstep: Class 46 contains 12926 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298352.000000 Penalty: 165088.125000
Iteration 193Q: 48 clusters Score -1.022984e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251258 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226608 members 
Mstep: Class 5 contains 98272 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31193 members 
Mstep: Class 8 contains 92363 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132169 members 
Mstep: Class 11 contains 207138 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42524 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2542 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40407 members 
Mstep: Class 24 contains 13175 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8484 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16664 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7530 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10279 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14155 members 
Mstep: Class 41 contains 59919 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6546 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4191 members 
Mstep: Class 46 contains 12926 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298368.000000 Penalty: 165088.125000
Iteration 194Q: 48 clusters Score -1.022984e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251260 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226608 members 
Mstep: Class 5 contains 98272 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31193 members 
Mstep: Class 8 contains 92359 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132171 members 
Mstep: Class 11 contains 207137 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42522 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2542 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40408 members 
Mstep: Class 24 contains 13176 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8484 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16663 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7530 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10279 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14156 members 
Mstep: Class 41 contains 59918 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6547 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4192 members 
Mstep: Class 46 contains 12926 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298408.000000 Penalty: 165088.125000
Iteration 195Q: 48 clusters Score -1.022984e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251261 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226606 members 
Mstep: Class 5 contains 98272 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31194 members 
Mstep: Class 8 contains 92357 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132170 members 
Mstep: Class 11 contains 207137 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42522 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2542 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40408 members 
Mstep: Class 24 contains 13179 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8483 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16661 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7530 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10279 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14158 members 
Mstep: Class 41 contains 59917 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6547 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4193 members 
Mstep: Class 46 contains 12927 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298376.000000 Penalty: 165088.125000
Iteration 196Q: 48 clusters Score -1.022984e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251262 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226605 members 
Mstep: Class 5 contains 98273 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31194 members 
Mstep: Class 8 contains 92356 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132170 members 
Mstep: Class 11 contains 207136 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42521 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40408 members 
Mstep: Class 24 contains 13181 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8483 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16660 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7530 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10279 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14160 members 
Mstep: Class 41 contains 59915 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6547 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4193 members 
Mstep: Class 46 contains 12929 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298344.000000 Penalty: 165088.125000
Iteration 197Q: 48 clusters Score -1.022983e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251261 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226602 members 
Mstep: Class 5 contains 98274 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31194 members 
Mstep: Class 8 contains 92357 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132172 members 
Mstep: Class 11 contains 207136 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42519 members 
Mstep: Class 16 contains 13495 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40408 members 
Mstep: Class 24 contains 13181 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8483 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16660 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7530 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10279 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14161 members 
Mstep: Class 41 contains 59914 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6547 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4193 members 
Mstep: Class 46 contains 12931 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298360.000000 Penalty: 165088.125000
Iteration 198Q: 48 clusters Score -1.022984e+08 nChanged 9
Entering ConstructFrom: 
Score: -102298360.000000 Penalty: 165088.125000
Entering ConstructFrom: 
Trying to split cluster 1 (251258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251258 members 
Entering Unmasked Estep 
Score: -18855608.000000 Penalty: 3083.690430
	Iteration 0F: 2 clusters Score -1.885561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125437 members 
Mstep: Class 2 contains 125821 members 
Entering Unmasked Estep 
Score: -18687342.000000 Penalty: 6167.380859
	Iteration 0F: 3 clusters Score -1.868734e+07 nChanged 121181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119160 members 
Mstep: Class 2 contains 132098 members 
Entering Unmasked Estep 
Score: -18758908.000000 Penalty: 6167.380859
	Iteration 1F: 3 clusters Score -1.875891e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115199 members 
Mstep: Class 2 contains 136059 members 
Entering Unmasked Estep 
Score: -18760720.000000 Penalty: 6167.380859
	Iteration 2Q: 3 clusters Score -1.876072e+07 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108871 members 
Mstep: Class 2 contains 142387 members 
Entering Unmasked Estep 
Score: -18763786.000000 Penalty: 6167.380859
	Iteration 3Q: 3 clusters Score -1.876379e+07 nChanged 11854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99347 members 
Mstep: Class 2 contains 151911 members 
Entering Unmasked Estep 
Score: -18769120.000000 Penalty: 6167.380859
	Iteration 4Q: 3 clusters Score -1.876912e+07 nChanged 16198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85379 members 
Mstep: Class 2 contains 165879 members 
Entering Unmasked Estep 
Score: -18778910.000000 Penalty: 6167.380859
	Iteration 5F: 3 clusters Score -1.877891e+07 nChanged 20315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67134 members 
Mstep: Class 2 contains 184124 members 
Entering Unmasked Estep 
Score: -18794822.000000 Penalty: 6167.380859
	Iteration 6F: 3 clusters Score -1.879482e+07 nChanged 21354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 203906 members 
Entering Unmasked Estep 
Score: -18813620.000000 Penalty: 6167.380859
	Iteration 7F: 3 clusters Score -1.881362e+07 nChanged 17489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 220531 members 
Entering Unmasked Estep 
Score: -18831596.000000 Penalty: 6167.380859
	Iteration 8F: 3 clusters Score -1.88316e+07 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 230494 members 
Entering Unmasked Estep 
Score: -18845046.000000 Penalty: 6167.380859
	Iteration 9Q: 3 clusters Score -1.884505e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 233958 members 
Entering Unmasked Estep 
Score: -18851756.000000 Penalty: 6167.380859
	Iteration 10Q: 3 clusters Score -1.885176e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 234788 members 
Entering Unmasked Estep 
Score: -18853884.000000 Penalty: 6167.380859
	Iteration 11Q: 3 clusters Score -1.885388e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 235198 members 
Entering Unmasked Estep 
Score: -18854528.000000 Penalty: 6167.380859
	Iteration 12Q: 3 clusters Score -1.885453e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 235512 members 
Entering Unmasked Estep 
Score: -18854790.000000 Penalty: 6167.380859
	Iteration 13Q: 3 clusters Score -1.885479e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 235714 members 
Entering Unmasked Estep 
Score: -18854918.000000 Penalty: 6167.380859
	Iteration 14Q: 3 clusters Score -1.885492e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 235890 members 
Entering Unmasked Estep 
Score: -18855064.000000 Penalty: 6167.380859
	Iteration 15Q: 3 clusters Score -1.885506e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 236022 members 
Entering Unmasked Estep 
Score: -18855102.000000 Penalty: 6167.380859
	Iteration 16Q: 3 clusters Score -1.88551e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 236121 members 
Entering Unmasked Estep 
Score: -18855118.000000 Penalty: 6167.380859
	Iteration 17Q: 3 clusters Score -1.885512e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 236207 members 
Entering Unmasked Estep 
Score: -18855174.000000 Penalty: 6167.380859
	Iteration 18Q: 3 clusters Score -1.885517e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 236280 members 
Entering Unmasked Estep 
Score: -18855234.000000 Penalty: 6167.380859
	Iteration 19Q: 3 clusters Score -1.885523e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 236332 members 
Entering Unmasked Estep 
Score: -18855216.000000 Penalty: 6167.380859
	Iteration 20F: 3 clusters Score -1.885522e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 236389 members 
Entering Unmasked Estep 
Score: -18855180.000000 Penalty: 6167.380859
	Iteration 21Q: 3 clusters Score -1.885518e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 236469 members 
Entering Unmasked Estep 
Score: -18855258.000000 Penalty: 6167.380859
	Iteration 22Q: 3 clusters Score -1.885526e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 236541 members 
Entering Unmasked Estep 
Score: -18855298.000000 Penalty: 6167.380859
	Iteration 23Q: 3 clusters Score -1.88553e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 236607 members 
Entering Unmasked Estep 
Score: -18855286.000000 Penalty: 6167.380859
	Iteration 24Q: 3 clusters Score -1.885529e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 236668 members 
Entering Unmasked Estep 
Score: -18855260.000000 Penalty: 6167.380859
	Iteration 25Q: 3 clusters Score -1.885526e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 236712 members 
Entering Unmasked Estep 
Score: -18855268.000000 Penalty: 6167.380859
	Iteration 26Q: 3 clusters Score -1.885527e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 236745 members 
Entering Unmasked Estep 
Score: -18855246.000000 Penalty: 6167.380859
	Iteration 27Q: 3 clusters Score -1.885525e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 236779 members 
Entering Unmasked Estep 
Score: -18855262.000000 Penalty: 6167.380859
	Iteration 28Q: 3 clusters Score -1.885526e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 236807 members 
Entering Unmasked Estep 
Score: -18855310.000000 Penalty: 6167.380859
	Iteration 29Q: 3 clusters Score -1.885531e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 236832 members 
Entering Unmasked Estep 
Score: -18855342.000000 Penalty: 6167.380859
	Iteration 30Q: 3 clusters Score -1.885534e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 236850 members 
Entering Unmasked Estep 
Score: -18855322.000000 Penalty: 6167.380859
	Iteration 31Q: 3 clusters Score -1.885532e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 236868 members 
Entering Unmasked Estep 
Score: -18855338.000000 Penalty: 6167.380859
	Iteration 32Q: 3 clusters Score -1.885534e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 236879 members 
Entering Unmasked Estep 
Score: -18855326.000000 Penalty: 6167.380859
	Iteration 33Q: 3 clusters Score -1.885533e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 236894 members 
Entering Unmasked Estep 
Score: -18855330.000000 Penalty: 6167.380859
	Iteration 34Q: 3 clusters Score -1.885533e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 236909 members 
Entering Unmasked Estep 
Score: -18855348.000000 Penalty: 6167.380859
	Iteration 35Q: 3 clusters Score -1.885535e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 236927 members 
Entering Unmasked Estep 
Score: -18855314.000000 Penalty: 6167.380859
	Iteration 36Q: 3 clusters Score -1.885531e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 236935 members 
Entering Unmasked Estep 
Score: -18855312.000000 Penalty: 6167.380859
	Iteration 37Q: 3 clusters Score -1.885531e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 236937 members 
Entering Unmasked Estep 
Score: -18855310.000000 Penalty: 6167.380859
	Iteration 38Q: 3 clusters Score -1.885531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 236941 members 
Entering Unmasked Estep 
Score: -18855326.000000 Penalty: 6167.380859
	Iteration 39Q: 3 clusters Score -1.885533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 236946 members 
Entering Unmasked Estep 
Score: -18855310.000000 Penalty: 6167.380859
	Iteration 40F: 3 clusters Score -1.885531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 236950 members 
Entering Unmasked Estep 
Score: -18855314.000000 Penalty: 6167.380859
	Iteration 41Q: 3 clusters Score -1.885531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 236956 members 
Entering Unmasked Estep 
Score: -18855296.000000 Penalty: 6167.380859
	Iteration 42Q: 3 clusters Score -1.88553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 236961 members 
Entering Unmasked Estep 
Score: -18855300.000000 Penalty: 6167.380859
	Iteration 43Q: 3 clusters Score -1.88553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 236966 members 
Entering Unmasked Estep 
Score: -18855288.000000 Penalty: 6167.380859
	Iteration 44Q: 3 clusters Score -1.885529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 236966 members 
Entering Unmasked Estep 
Score: -18855294.000000 Penalty: 6167.380859
	Iteration 45Q: 3 clusters Score -1.885529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 236971 members 
Entering Unmasked Estep 
Score: -18855294.000000 Penalty: 6167.380859
	Iteration 46Q: 3 clusters Score -1.885529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 236974 members 
Entering Unmasked Estep 
Score: -18855290.000000 Penalty: 6167.380859
	Iteration 47Q: 3 clusters Score -1.885529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 236979 members 
Entering Unmasked Estep 
Score: -18855296.000000 Penalty: 6167.380859
	Iteration 48Q: 3 clusters Score -1.88553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 236983 members 
Entering Unmasked Estep 
Score: -18855294.000000 Penalty: 6167.380859
	Iteration 49Q: 3 clusters Score -1.885529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 236987 members 
Entering Unmasked Estep 
Score: -18855296.000000 Penalty: 6167.380859
	Iteration 50Q: 3 clusters Score -1.88553e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 236989 members 
Entering Unmasked Estep 
Score: -18855310.000000 Penalty: 6167.380859
	Iteration 51Q: 3 clusters Score -1.885531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 236993 members 
Entering Unmasked Estep 
Score: -18855308.000000 Penalty: 6167.380859
	Iteration 52Q: 3 clusters Score -1.885531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 236996 members 
Entering Unmasked Estep 
Score: -18855320.000000 Penalty: 6167.380859
	Iteration 53Q: 3 clusters Score -1.885532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 236999 members 
Entering Unmasked Estep 
Score: -18855314.000000 Penalty: 6167.380859
	Iteration 54Q: 3 clusters Score -1.885531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 237000 members 
Entering Unmasked Estep 
Score: -18855312.000000 Penalty: 6167.380859
	Iteration 55Q: 3 clusters Score -1.885531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 237000 members 
Entering Unmasked Estep 
Score: -18855310.000000 Penalty: 6167.380859
	Iteration 56Q: 3 clusters Score -1.885531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 236999 members 
Entering Unmasked Estep 
Score: -18855314.000000 Penalty: 6167.380859
	Iteration 57Q: 3 clusters Score -1.885531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 236998 members 
Entering Unmasked Estep 
Score: -18855306.000000 Penalty: 6167.380859
	Iteration 58Q: 3 clusters Score -1.885531e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 236998 members 
Entering Unmasked Estep 
Score: -18855306.000000 Penalty: 6167.380859
	Iteration 59F: 3 clusters Score -1.885531e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Entering Unmasked Estep 
Score: -624936.062500 Penalty: 2239.800293
	Iteration 0F: 2 clusters Score -624936.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -618225.562500 Penalty: 4479.600586
	Iteration 0F: 3 clusters Score -618225.6 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -620172.500000 Penalty: 4479.600586
	Iteration 1F: 3 clusters Score -620172.5 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -620565.062500 Penalty: 4479.600586
	Iteration 2F: 3 clusters Score -620565.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -620973.062500 Penalty: 4479.600586
	Iteration 3F: 3 clusters Score -620973.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -621450.750000 Penalty: 4479.600586
	Iteration 4F: 3 clusters Score -621450.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -621964.062500 Penalty: 4479.600586
	Iteration 5F: 3 clusters Score -621964.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -622386.625000 Penalty: 4479.600586
	Iteration 6F: 3 clusters Score -622386.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -622695.562500 Penalty: 4479.600586
	Iteration 7Q: 3 clusters Score -622695.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -622957.937500 Penalty: 4479.600586
	Iteration 8Q: 3 clusters Score -622957.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -623179.875000 Penalty: 4479.600586
	Iteration 9Q: 3 clusters Score -623179.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -623342.625000 Penalty: 4479.600586
	Iteration 10Q: 3 clusters Score -623342.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -623452.625000 Penalty: 4479.600586
	Iteration 11Q: 3 clusters Score -623452.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -623589.187500 Penalty: 4479.600586
	Iteration 12Q: 3 clusters Score -623589.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -623706.812500 Penalty: 4479.600586
	Iteration 13Q: 3 clusters Score -623706.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -623759.937500 Penalty: 4479.600586
	Iteration 14Q: 3 clusters Score -623759.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -623786.500000 Penalty: 4479.600586
	Iteration 15Q: 3 clusters Score -623786.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -623805.500000 Penalty: 4479.600586
	Iteration 16Q: 3 clusters Score -623805.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -623814.437500 Penalty: 4479.600586
	Iteration 17Q: 3 clusters Score -623814.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -623819.500000 Penalty: 4479.600586
	Iteration 18Q: 3 clusters Score -623819.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -623823.187500 Penalty: 4479.600586
	Iteration 19Q: 3 clusters Score -623823.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -623823.500000 Penalty: 4479.600586
	Iteration 20F: 3 clusters Score -623823.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -623825.312500 Penalty: 4479.600586
	Iteration 21Q: 3 clusters Score -623825.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -623825.687500 Penalty: 4479.600586
	Iteration 22Q: 3 clusters Score -623825.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -623825.875000 Penalty: 4479.600586
	Iteration 23Q: 3 clusters Score -623825.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -623828.187500 Penalty: 4479.600586
	Iteration 24Q: 3 clusters Score -623828.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -623826.500000 Penalty: 4479.600586
	Iteration 25Q: 3 clusters Score -623826.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -623828.500000 Penalty: 4479.600586
	Iteration 26Q: 3 clusters Score -623828.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -623830.562500 Penalty: 4479.600586
	Iteration 27Q: 3 clusters Score -623830.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -623830.562500 Penalty: 4479.600586
	Iteration 28F: 3 clusters Score -623830.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Entering Unmasked Estep 
Score: -319256.781250 Penalty: 2074.455811
	Iteration 0F: 2 clusters Score -319256.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -315220.187500 Penalty: 4148.911621
	Iteration 0F: 3 clusters Score -315220.2 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -316192.312500 Penalty: 4148.911621
	Iteration 1F: 3 clusters Score -316192.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -316459.812500 Penalty: 4148.911621
	Iteration 2F: 3 clusters Score -316459.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -316667.406250 Penalty: 4148.911621
	Iteration 3F: 3 clusters Score -316667.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -316837.312500 Penalty: 4148.911621
	Iteration 4F: 3 clusters Score -316837.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -316986.593750 Penalty: 4148.911621
	Iteration 5Q: 3 clusters Score -316986.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -317108.968750 Penalty: 4148.911621
	Iteration 6Q: 3 clusters Score -317109 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -317186.218750 Penalty: 4148.911621
	Iteration 7Q: 3 clusters Score -317186.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -317252.718750 Penalty: 4148.911621
	Iteration 8Q: 3 clusters Score -317252.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -317324.656250 Penalty: 4148.911621
	Iteration 9Q: 3 clusters Score -317324.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -317381.656250 Penalty: 4148.911621
	Iteration 10Q: 3 clusters Score -317381.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -317437.281250 Penalty: 4148.911621
	Iteration 11Q: 3 clusters Score -317437.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -317483.593750 Penalty: 4148.911621
	Iteration 12Q: 3 clusters Score -317483.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -317516.250000 Penalty: 4148.911621
	Iteration 13Q: 3 clusters Score -317516.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -317540.687500 Penalty: 4148.911621
	Iteration 14Q: 3 clusters Score -317540.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -317555.625000 Penalty: 4148.911621
	Iteration 15Q: 3 clusters Score -317555.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -317569.375000 Penalty: 4148.911621
	Iteration 16Q: 3 clusters Score -317569.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -317580.968750 Penalty: 4148.911621
	Iteration 17Q: 3 clusters Score -317581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -317592.562500 Penalty: 4148.911621
	Iteration 18Q: 3 clusters Score -317592.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -317600.625000 Penalty: 4148.911621
	Iteration 19Q: 3 clusters Score -317600.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -317608.281250 Penalty: 4148.911621
	Iteration 20F: 3 clusters Score -317608.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -317617.687500 Penalty: 4148.911621
	Iteration 21Q: 3 clusters Score -317617.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -317624.031250 Penalty: 4148.911621
	Iteration 22Q: 3 clusters Score -317624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -317630.406250 Penalty: 4148.911621
	Iteration 23Q: 3 clusters Score -317630.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -317633.906250 Penalty: 4148.911621
	Iteration 24Q: 3 clusters Score -317633.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -317638.812500 Penalty: 4148.911621
	Iteration 25Q: 3 clusters Score -317638.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -317643.593750 Penalty: 4148.911621
	Iteration 26Q: 3 clusters Score -317643.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -317647.750000 Penalty: 4148.911621
	Iteration 27Q: 3 clusters Score -317647.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -317652.562500 Penalty: 4148.911621
	Iteration 28Q: 3 clusters Score -317652.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -317658.593750 Penalty: 4148.911621
	Iteration 29Q: 3 clusters Score -317658.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -317667.750000 Penalty: 4148.911621
	Iteration 30Q: 3 clusters Score -317667.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -317671.656250 Penalty: 4148.911621
	Iteration 31Q: 3 clusters Score -317671.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -317675.187500 Penalty: 4148.911621
	Iteration 32Q: 3 clusters Score -317675.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -317680.312500 Penalty: 4148.911621
	Iteration 33Q: 3 clusters Score -317680.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -317683.718750 Penalty: 4148.911621
	Iteration 34Q: 3 clusters Score -317683.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -317687.562500 Penalty: 4148.911621
	Iteration 35Q: 3 clusters Score -317687.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -317691.218750 Penalty: 4148.911621
	Iteration 36Q: 3 clusters Score -317691.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -317695.656250 Penalty: 4148.911621
	Iteration 37Q: 3 clusters Score -317695.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -317698.875000 Penalty: 4148.911621
	Iteration 38Q: 3 clusters Score -317698.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -317705.750000 Penalty: 4148.911621
	Iteration 39Q: 3 clusters Score -317705.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -317708.687500 Penalty: 4148.911621
	Iteration 40F: 3 clusters Score -317708.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -317713.843750 Penalty: 4148.911621
	Iteration 41Q: 3 clusters Score -317713.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -317715.187500 Penalty: 4148.911621
	Iteration 42Q: 3 clusters Score -317715.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -317717.906250 Penalty: 4148.911621
	Iteration 43Q: 3 clusters Score -317717.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -317721.875000 Penalty: 4148.911621
	Iteration 44Q: 3 clusters Score -317721.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -317729.062500 Penalty: 4148.911621
	Iteration 45Q: 3 clusters Score -317729.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -317737.000000 Penalty: 4148.911621
	Iteration 46Q: 3 clusters Score -317737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -317750.281250 Penalty: 4148.911621
	Iteration 47Q: 3 clusters Score -317750.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -317758.125000 Penalty: 4148.911621
	Iteration 48Q: 3 clusters Score -317758.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -317763.093750 Penalty: 4148.911621
	Iteration 49Q: 3 clusters Score -317763.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -317765.375000 Penalty: 4148.911621
	Iteration 50Q: 3 clusters Score -317765.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -317768.593750 Penalty: 4148.911621
	Iteration 51Q: 3 clusters Score -317768.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -317773.750000 Penalty: 4148.911621
	Iteration 52Q: 3 clusters Score -317773.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -317779.718750 Penalty: 4148.911621
	Iteration 53Q: 3 clusters Score -317779.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -317783.406250 Penalty: 4148.911621
	Iteration 54Q: 3 clusters Score -317783.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -317788.562500 Penalty: 4148.911621
	Iteration 55Q: 3 clusters Score -317788.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -317792.906250 Penalty: 4148.911621
	Iteration 56Q: 3 clusters Score -317792.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -317798.375000 Penalty: 4148.911621
	Iteration 57Q: 3 clusters Score -317798.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -317804.468750 Penalty: 4148.911621
	Iteration 58Q: 3 clusters Score -317804.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -317809.312500 Penalty: 4148.911621
	Iteration 59Q: 3 clusters Score -317809.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -317813.406250 Penalty: 4148.911621
	Iteration 60F: 3 clusters Score -317813.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -317815.812500 Penalty: 4148.911621
	Iteration 61Q: 3 clusters Score -317815.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -317818.250000 Penalty: 4148.911621
	Iteration 62Q: 3 clusters Score -317818.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -317820.281250 Penalty: 4148.911621
	Iteration 63Q: 3 clusters Score -317820.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -317822.125000 Penalty: 4148.911621
	Iteration 64Q: 3 clusters Score -317822.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -317823.437500 Penalty: 4148.911621
	Iteration 65Q: 3 clusters Score -317823.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -317828.031250 Penalty: 4148.911621
	Iteration 66Q: 3 clusters Score -317828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -317834.937500 Penalty: 4148.911621
	Iteration 67Q: 3 clusters Score -317834.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -317841.968750 Penalty: 4148.911621
	Iteration 68Q: 3 clusters Score -317842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -317846.250000 Penalty: 4148.911621
	Iteration 69Q: 3 clusters Score -317846.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -317852.000000 Penalty: 4148.911621
	Iteration 70Q: 3 clusters Score -317852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -317856.312500 Penalty: 4148.911621
	Iteration 71Q: 3 clusters Score -317856.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -317862.625000 Penalty: 4148.911621
	Iteration 72Q: 3 clusters Score -317862.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -317868.968750 Penalty: 4148.911621
	Iteration 73Q: 3 clusters Score -317869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -317874.968750 Penalty: 4148.911621
	Iteration 74Q: 3 clusters Score -317875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -317877.562500 Penalty: 4148.911621
	Iteration 75Q: 3 clusters Score -317877.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -317878.875000 Penalty: 4148.911621
	Iteration 76Q: 3 clusters Score -317878.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -317878.906250 Penalty: 4148.911621
	Iteration 77Q: 3 clusters Score -317878.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -317878.906250 Penalty: 4148.911621
	Iteration 78F: 3 clusters Score -317878.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (226601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226601 members 
Entering Unmasked Estep 
Score: -17387968.000000 Penalty: 3058.074707
	Iteration 0F: 2 clusters Score -1.738797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113696 members 
Mstep: Class 2 contains 112905 members 
Entering Unmasked Estep 
Score: -17235502.000000 Penalty: 6116.149414
	Iteration 0F: 3 clusters Score -1.72355e+07 nChanged 109272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122560 members 
Mstep: Class 2 contains 104041 members 
Entering Unmasked Estep 
Score: -17300480.000000 Penalty: 6116.149414
	Iteration 1F: 3 clusters Score -1.730048e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127786 members 
Mstep: Class 2 contains 98815 members 
Entering Unmasked Estep 
Score: -17302540.000000 Penalty: 6116.149414
	Iteration 2Q: 3 clusters Score -1.730254e+07 nChanged 9064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135846 members 
Mstep: Class 2 contains 90755 members 
Entering Unmasked Estep 
Score: -17305692.000000 Penalty: 6116.149414
	Iteration 3Q: 3 clusters Score -1.730569e+07 nChanged 12586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148008 members 
Mstep: Class 2 contains 78593 members 
Entering Unmasked Estep 
Score: -17312314.000000 Penalty: 6116.149414
	Iteration 4F: 3 clusters Score -1.731231e+07 nChanged 17574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165438 members 
Mstep: Class 2 contains 61163 members 
Entering Unmasked Estep 
Score: -17324974.000000 Penalty: 6116.149414
	Iteration 5F: 3 clusters Score -1.732497e+07 nChanged 21455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186859 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -17344784.000000 Penalty: 6116.149414
	Iteration 6F: 3 clusters Score -1.734478e+07 nChanged 20142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206999 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -17365576.000000 Penalty: 6116.149414
	Iteration 7F: 3 clusters Score -1.736558e+07 nChanged 12662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219659 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -17378598.000000 Penalty: 6116.149414
	Iteration 8F: 3 clusters Score -1.73786e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224620 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -17383280.000000 Penalty: 6116.149414
	Iteration 9Q: 3 clusters Score -1.738328e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225993 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -17384628.000000 Penalty: 6116.149414
	Iteration 10Q: 3 clusters Score -1.738463e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226285 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -17384960.000000 Penalty: 6116.149414
	Iteration 11Q: 3 clusters Score -1.738496e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226361 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -17385118.000000 Penalty: 6116.149414
	Iteration 12Q: 3 clusters Score -1.738512e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226380 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -17385184.000000 Penalty: 6116.149414
	Iteration 13Q: 3 clusters Score -1.738518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226381 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17385204.000000 Penalty: 6116.149414
	Iteration 14Q: 3 clusters Score -1.73852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226387 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17385234.000000 Penalty: 6116.149414
	Iteration 15Q: 3 clusters Score -1.738523e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226386 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -17385244.000000 Penalty: 6116.149414
	Iteration 16Q: 3 clusters Score -1.738524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226388 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17385252.000000 Penalty: 6116.149414
	Iteration 17Q: 3 clusters Score -1.738525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226389 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -17385260.000000 Penalty: 6116.149414
	Iteration 18Q: 3 clusters Score -1.738526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226390 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17385252.000000 Penalty: 6116.149414
	Iteration 19Q: 3 clusters Score -1.738525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226388 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -17385262.000000 Penalty: 6116.149414
	Iteration 20F: 3 clusters Score -1.738526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (98274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98274 members 
Entering Unmasked Estep 
Score: -7524211.500000 Penalty: 2850.887695
	Iteration 0F: 2 clusters Score -7524212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 49143 members 
Entering Unmasked Estep 
Score: -7458369.500000 Penalty: 5701.775391
	Iteration 0F: 3 clusters Score -7458370 nChanged 46596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -7484984.000000 Penalty: 5701.775391
	Iteration 1F: 3 clusters Score -7484984 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -7485731.500000 Penalty: 5701.775391
	Iteration 2Q: 3 clusters Score -7485732 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -7486619.000000 Penalty: 5701.775391
	Iteration 3Q: 3 clusters Score -7486619 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -7487679.500000 Penalty: 5701.775391
	Iteration 4Q: 3 clusters Score -7487680 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 53672 members 
Entering Unmasked Estep 
Score: -7489106.000000 Penalty: 5701.775391
	Iteration 5Q: 3 clusters Score -7489106 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 56044 members 
Entering Unmasked Estep 
Score: -7490901.000000 Penalty: 5701.775391
	Iteration 6Q: 3 clusters Score -7490901 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 59207 members 
Entering Unmasked Estep 
Score: -7492989.000000 Penalty: 5701.775391
	Iteration 7Q: 3 clusters Score -7492989 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 63089 members 
Entering Unmasked Estep 
Score: -7495459.500000 Penalty: 5701.775391
	Iteration 8F: 3 clusters Score -7495460 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 67805 members 
Entering Unmasked Estep 
Score: -7498429.500000 Penalty: 5701.775391
	Iteration 9F: 3 clusters Score -7498430 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 73182 members 
Entering Unmasked Estep 
Score: -7501961.000000 Penalty: 5701.775391
	Iteration 10F: 3 clusters Score -7501961 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 79057 members 
Entering Unmasked Estep 
Score: -7506111.500000 Penalty: 5701.775391
	Iteration 11F: 3 clusters Score -7506112 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 84841 members 
Entering Unmasked Estep 
Score: -7510734.500000 Penalty: 5701.775391
	Iteration 12F: 3 clusters Score -7510734 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 89893 members 
Entering Unmasked Estep 
Score: -7514977.500000 Penalty: 5701.775391
	Iteration 13F: 3 clusters Score -7514978 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 93546 members 
Entering Unmasked Estep 
Score: -7518066.500000 Penalty: 5701.775391
	Iteration 14Q: 3 clusters Score -7518066 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 95751 members 
Entering Unmasked Estep 
Score: -7519853.000000 Penalty: 5701.775391
	Iteration 15Q: 3 clusters Score -7519853 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 96906 members 
Entering Unmasked Estep 
Score: -7520790.500000 Penalty: 5701.775391
	Iteration 16Q: 3 clusters Score -7520790 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 97426 members 
Entering Unmasked Estep 
Score: -7521200.000000 Penalty: 5701.775391
	Iteration 17Q: 3 clusters Score -7521200 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 97646 members 
Entering Unmasked Estep 
Score: -7521441.000000 Penalty: 5701.775391
	Iteration 18Q: 3 clusters Score -7521441 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 97748 members 
Entering Unmasked Estep 
Score: -7521553.000000 Penalty: 5701.775391
	Iteration 19Q: 3 clusters Score -7521553 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 97792 members 
Entering Unmasked Estep 
Score: -7521598.000000 Penalty: 5701.775391
	Iteration 20F: 3 clusters Score -7521598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 97811 members 
Entering Unmasked Estep 
Score: -7521622.500000 Penalty: 5701.775391
	Iteration 21Q: 3 clusters Score -7521622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 97819 members 
Entering Unmasked Estep 
Score: -7521641.500000 Penalty: 5701.775391
	Iteration 22Q: 3 clusters Score -7521642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 97832 members 
Entering Unmasked Estep 
Score: -7521668.500000 Penalty: 5701.775391
	Iteration 23Q: 3 clusters Score -7521668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 97849 members 
Entering Unmasked Estep 
Score: -7521689.500000 Penalty: 5701.775391
	Iteration 24Q: 3 clusters Score -7521690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 97856 members 
Entering Unmasked Estep 
Score: -7521695.000000 Penalty: 5701.775391
	Iteration 25Q: 3 clusters Score -7521695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 97862 members 
Entering Unmasked Estep 
Score: -7521712.500000 Penalty: 5701.775391
	Iteration 26Q: 3 clusters Score -7521712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 97867 members 
Entering Unmasked Estep 
Score: -7521714.500000 Penalty: 5701.775391
	Iteration 27Q: 3 clusters Score -7521714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 97871 members 
Entering Unmasked Estep 
Score: -7521723.000000 Penalty: 5701.775391
	Iteration 28Q: 3 clusters Score -7521723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 97876 members 
Entering Unmasked Estep 
Score: -7521732.500000 Penalty: 5701.775391
	Iteration 29Q: 3 clusters Score -7521732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 97879 members 
Entering Unmasked Estep 
Score: -7521736.000000 Penalty: 5701.775391
	Iteration 30Q: 3 clusters Score -7521736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 97883 members 
Entering Unmasked Estep 
Score: -7521740.000000 Penalty: 5701.775391
	Iteration 31Q: 3 clusters Score -7521740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 97882 members 
Entering Unmasked Estep 
Score: -7521743.500000 Penalty: 5701.775391
	Iteration 32Q: 3 clusters Score -7521744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 97883 members 
Entering Unmasked Estep 
Score: -7521745.000000 Penalty: 5701.775391
	Iteration 33Q: 3 clusters Score -7521745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 97886 members 
Entering Unmasked Estep 
Score: -7521753.000000 Penalty: 5701.775391
	Iteration 34Q: 3 clusters Score -7521753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 97887 members 
Entering Unmasked Estep 
Score: -7521752.500000 Penalty: 5701.775391
	Iteration 35Q: 3 clusters Score -7521752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 97888 members 
Entering Unmasked Estep 
Score: -7521752.000000 Penalty: 5701.775391
	Iteration 36Q: 3 clusters Score -7521752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 97888 members 
Entering Unmasked Estep 
Score: -7521752.000000 Penalty: 5701.775391
	Iteration 37F: 3 clusters Score -7521752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Entering Unmasked Estep 
Score: -283714.687500 Penalty: 2058.469482
	Iteration 0F: 2 clusters Score -283714.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -279806.218750 Penalty: 4116.938965
	Iteration 0F: 3 clusters Score -279806.2 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -280717.562500 Penalty: 4116.938965
	Iteration 1F: 3 clusters Score -280717.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -281067.125000 Penalty: 4116.938965
	Iteration 2F: 3 clusters Score -281067.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -281398.906250 Penalty: 4116.938965
	Iteration 3F: 3 clusters Score -281398.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -281735.906250 Penalty: 4116.938965
	Iteration 4F: 3 clusters Score -281735.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -282031.468750 Penalty: 4116.938965
	Iteration 5F: 3 clusters Score -282031.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -282335.718750 Penalty: 4116.938965
	Iteration 6F: 3 clusters Score -282335.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -282635.968750 Penalty: 4116.938965
	Iteration 7F: 3 clusters Score -282636 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -282967.906250 Penalty: 4116.938965
	Iteration 8F: 3 clusters Score -282967.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -283304.000000 Penalty: 4116.938965
	Iteration 9F: 3 clusters Score -283304 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -283544.968750 Penalty: 4116.938965
	Iteration 10Q: 3 clusters Score -283545 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -283644.843750 Penalty: 4116.938965
	Iteration 11Q: 3 clusters Score -283644.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -283689.156250 Penalty: 4116.938965
	Iteration 12Q: 3 clusters Score -283689.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -283708.000000 Penalty: 4116.938965
	Iteration 13Q: 3 clusters Score -283708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -283715.906250 Penalty: 4116.938965
	Iteration 14Q: 3 clusters Score -283715.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -283717.968750 Penalty: 4116.938965
	Iteration 15Q: 3 clusters Score -283718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -283718.406250 Penalty: 4116.938965
	Iteration 16Q: 3 clusters Score -283718.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -283718.625000 Penalty: 4116.938965
	Iteration 17Q: 3 clusters Score -283718.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -283718.625000 Penalty: 4116.938965
	Iteration 18F: 3 clusters Score -283718.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251258 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226601 members 
Mstep: Class 5 contains 98274 members 
Mstep: Class 6 contains 1492 members 
Mstep: Class 7 contains 31194 members 
Mstep: Class 8 contains 92356 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132174 members 
Mstep: Class 11 contains 207136 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42518 members 
Mstep: Class 16 contains 13496 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40407 members 
Mstep: Class 24 contains 13181 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8483 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16660 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7530 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10279 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14163 members 
Mstep: Class 41 contains 59915 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6547 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4193 members 
Mstep: Class 46 contains 12932 members 
Mstep: Class 47 contains 2066 members 
Mstep: Class 48 contains 2533 members 
Entering Unmasked Estep 
Score: -102296816.000000 Penalty: 168600.640625
Splitting cluster 6 changes total score from -102298360.000000 to -102296816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (31194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Entering Unmasked Estep 
Score: -2052313.500000 Penalty: 2566.299316
	Iteration 0F: 2 clusters Score -2052314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2031057.125000 Penalty: 5132.598633
	Iteration 0F: 3 clusters Score -2031057 nChanged 14021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2038882.500000 Penalty: 5132.598633
	Iteration 1F: 3 clusters Score -2038882 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2039520.375000 Penalty: 5132.598633
	Iteration 2F: 3 clusters Score -2039520 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2040189.625000 Penalty: 5132.598633
	Iteration 3Q: 3 clusters Score -2040190 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2040894.000000 Penalty: 5132.598633
	Iteration 4Q: 3 clusters Score -2040894 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2041650.375000 Penalty: 5132.598633
	Iteration 5Q: 3 clusters Score -2041650 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2042411.000000 Penalty: 5132.598633
	Iteration 6Q: 3 clusters Score -2042411 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2043222.000000 Penalty: 5132.598633
	Iteration 7Q: 3 clusters Score -2043222 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2044069.125000 Penalty: 5132.598633
	Iteration 8Q: 3 clusters Score -2044069 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2044982.375000 Penalty: 5132.598633
	Iteration 9Q: 3 clusters Score -2044982 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2045958.375000 Penalty: 5132.598633
	Iteration 10Q: 3 clusters Score -2045958 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2046947.125000 Penalty: 5132.598633
	Iteration 11Q: 3 clusters Score -2046947 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2047919.625000 Penalty: 5132.598633
	Iteration 12Q: 3 clusters Score -2047920 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2048756.500000 Penalty: 5132.598633
	Iteration 13Q: 3 clusters Score -2048756 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2049433.000000 Penalty: 5132.598633
	Iteration 14Q: 3 clusters Score -2049433 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2049971.375000 Penalty: 5132.598633
	Iteration 15Q: 3 clusters Score -2049971 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2050380.875000 Penalty: 5132.598633
	Iteration 16Q: 3 clusters Score -2050381 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2050680.750000 Penalty: 5132.598633
	Iteration 17Q: 3 clusters Score -2050681 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2050886.500000 Penalty: 5132.598633
	Iteration 18Q: 3 clusters Score -2050886 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2051057.875000 Penalty: 5132.598633
	Iteration 19Q: 3 clusters Score -2051058 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2051162.750000 Penalty: 5132.598633
	Iteration 20F: 3 clusters Score -2051163 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2051230.125000 Penalty: 5132.598633
	Iteration 21Q: 3 clusters Score -2051230 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2051266.000000 Penalty: 5132.598633
	Iteration 22Q: 3 clusters Score -2051266 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2051286.375000 Penalty: 5132.598633
	Iteration 23Q: 3 clusters Score -2051286 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2051302.250000 Penalty: 5132.598633
	Iteration 24Q: 3 clusters Score -2051302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2051313.625000 Penalty: 5132.598633
	Iteration 25Q: 3 clusters Score -2051314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2051321.875000 Penalty: 5132.598633
	Iteration 26Q: 3 clusters Score -2051322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2051328.375000 Penalty: 5132.598633
	Iteration 27Q: 3 clusters Score -2051328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2051335.375000 Penalty: 5132.598633
	Iteration 28Q: 3 clusters Score -2051335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2051343.625000 Penalty: 5132.598633
	Iteration 29Q: 3 clusters Score -2051344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2051346.250000 Penalty: 5132.598633
	Iteration 30Q: 3 clusters Score -2051346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2051354.875000 Penalty: 5132.598633
	Iteration 31Q: 3 clusters Score -2051355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2051360.375000 Penalty: 5132.598633
	Iteration 32Q: 3 clusters Score -2051360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2051360.000000 Penalty: 5132.598633
	Iteration 33Q: 3 clusters Score -2051360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2051366.500000 Penalty: 5132.598633
	Iteration 34Q: 3 clusters Score -2051366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2051367.500000 Penalty: 5132.598633
	Iteration 35Q: 3 clusters Score -2051368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2051374.250000 Penalty: 5132.598633
	Iteration 36Q: 3 clusters Score -2051374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2051371.375000 Penalty: 5132.598633
	Iteration 37Q: 3 clusters Score -2051371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2051371.750000 Penalty: 5132.598633
	Iteration 38Q: 3 clusters Score -2051372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2051371.750000 Penalty: 5132.598633
	Iteration 39F: 3 clusters Score -2051372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (92356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92356 members 
Entering Unmasked Estep 
Score: -7025897.000000 Penalty: 2835.484619
	Iteration 0F: 2 clusters Score -7025897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -6964292.000000 Penalty: 5670.969238
	Iteration 0F: 3 clusters Score -6964292 nChanged 43523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -6989296.000000 Penalty: 5670.969238
	Iteration 1F: 3 clusters Score -6989296 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -6990021.000000 Penalty: 5670.969238
	Iteration 2Q: 3 clusters Score -6990021 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -6990885.000000 Penalty: 5670.969238
	Iteration 3Q: 3 clusters Score -6990885 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -6991921.500000 Penalty: 5670.969238
	Iteration 4Q: 3 clusters Score -6991922 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -6993134.500000 Penalty: 5670.969238
	Iteration 5Q: 3 clusters Score -6993134 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 53114 members 
Entering Unmasked Estep 
Score: -6994839.000000 Penalty: 5670.969238
	Iteration 6Q: 3 clusters Score -6994839 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 56017 members 
Entering Unmasked Estep 
Score: -6997182.000000 Penalty: 5670.969238
	Iteration 7Q: 3 clusters Score -6997182 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 59763 members 
Entering Unmasked Estep 
Score: -7000238.000000 Penalty: 5670.969238
	Iteration 8F: 3 clusters Score -7000238 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 64107 members 
Entering Unmasked Estep 
Score: -7003860.000000 Penalty: 5670.969238
	Iteration 9F: 3 clusters Score -7003860 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 68581 members 
Entering Unmasked Estep 
Score: -7007620.500000 Penalty: 5670.969238
	Iteration 10F: 3 clusters Score -7007620 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 72740 members 
Entering Unmasked Estep 
Score: -7010864.000000 Penalty: 5670.969238
	Iteration 11F: 3 clusters Score -7010864 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 76368 members 
Entering Unmasked Estep 
Score: -7013563.000000 Penalty: 5670.969238
	Iteration 12Q: 3 clusters Score -7013563 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 79335 members 
Entering Unmasked Estep 
Score: -7015645.000000 Penalty: 5670.969238
	Iteration 13Q: 3 clusters Score -7015645 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 81864 members 
Entering Unmasked Estep 
Score: -7017287.500000 Penalty: 5670.969238
	Iteration 14Q: 3 clusters Score -7017288 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 84049 members 
Entering Unmasked Estep 
Score: -7018742.500000 Penalty: 5670.969238
	Iteration 15Q: 3 clusters Score -7018742 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 85855 members 
Entering Unmasked Estep 
Score: -7019873.000000 Penalty: 5670.969238
	Iteration 16Q: 3 clusters Score -7019873 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 87274 members 
Entering Unmasked Estep 
Score: -7020804.500000 Penalty: 5670.969238
	Iteration 17Q: 3 clusters Score -7020804 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 88442 members 
Entering Unmasked Estep 
Score: -7021496.500000 Penalty: 5670.969238
	Iteration 18Q: 3 clusters Score -7021496 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 89345 members 
Entering Unmasked Estep 
Score: -7022062.000000 Penalty: 5670.969238
	Iteration 19Q: 3 clusters Score -7022062 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 90003 members 
Entering Unmasked Estep 
Score: -7022473.000000 Penalty: 5670.969238
	Iteration 20F: 3 clusters Score -7022473 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 90469 members 
Entering Unmasked Estep 
Score: -7022802.500000 Penalty: 5670.969238
	Iteration 21Q: 3 clusters Score -7022802 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 90790 members 
Entering Unmasked Estep 
Score: -7023006.500000 Penalty: 5670.969238
	Iteration 22Q: 3 clusters Score -7023006 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 91029 members 
Entering Unmasked Estep 
Score: -7023151.500000 Penalty: 5670.969238
	Iteration 23Q: 3 clusters Score -7023152 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 91199 members 
Entering Unmasked Estep 
Score: -7023271.500000 Penalty: 5670.969238
	Iteration 24Q: 3 clusters Score -7023272 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 91301 members 
Entering Unmasked Estep 
Score: -7023336.500000 Penalty: 5670.969238
	Iteration 25Q: 3 clusters Score -7023336 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 91380 members 
Entering Unmasked Estep 
Score: -7023407.500000 Penalty: 5670.969238
	Iteration 26Q: 3 clusters Score -7023408 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 91456 members 
Entering Unmasked Estep 
Score: -7023474.000000 Penalty: 5670.969238
	Iteration 27Q: 3 clusters Score -7023474 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 91507 members 
Entering Unmasked Estep 
Score: -7023512.500000 Penalty: 5670.969238
	Iteration 28Q: 3 clusters Score -7023512 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 91536 members 
Entering Unmasked Estep 
Score: -7023547.000000 Penalty: 5670.969238
	Iteration 29Q: 3 clusters Score -7023547 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 91570 members 
Entering Unmasked Estep 
Score: -7023592.500000 Penalty: 5670.969238
	Iteration 30Q: 3 clusters Score -7023592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 91588 members 
Entering Unmasked Estep 
Score: -7023609.500000 Penalty: 5670.969238
	Iteration 31Q: 3 clusters Score -7023610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 91596 members 
Entering Unmasked Estep 
Score: -7023606.500000 Penalty: 5670.969238
	Iteration 32Q: 3 clusters Score -7023606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 91603 members 
Entering Unmasked Estep 
Score: -7023608.500000 Penalty: 5670.969238
	Iteration 33Q: 3 clusters Score -7023608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 91610 members 
Entering Unmasked Estep 
Score: -7023610.500000 Penalty: 5670.969238
	Iteration 34Q: 3 clusters Score -7023610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 91614 members 
Entering Unmasked Estep 
Score: -7023605.500000 Penalty: 5670.969238
	Iteration 35Q: 3 clusters Score -7023606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 91614 members 
Entering Unmasked Estep 
Score: -7023612.000000 Penalty: 5670.969238
	Iteration 36Q: 3 clusters Score -7023612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 91615 members 
Entering Unmasked Estep 
Score: -7023620.500000 Penalty: 5670.969238
	Iteration 37Q: 3 clusters Score -7023620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 91620 members 
Entering Unmasked Estep 
Score: -7023625.000000 Penalty: 5670.969238
	Iteration 38Q: 3 clusters Score -7023625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 91622 members 
Entering Unmasked Estep 
Score: -7023627.500000 Penalty: 5670.969238
	Iteration 39Q: 3 clusters Score -7023628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 91622 members 
Entering Unmasked Estep 
Score: -7023627.500000 Penalty: 5670.969238
	Iteration 40F: 3 clusters Score -7023628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -39579.433594 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -39579.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -38031.625000 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -38031.62 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -38216.375000 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -38216.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -38268.941406 Penalty: 3140.425049
	Iteration 2Q: 3 clusters Score -38268.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -38294.953125 Penalty: 3140.425049
	Iteration 3Q: 3 clusters Score -38294.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -38311.207031 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -38311.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -38316.863281 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -38316.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -38318.359375 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -38318.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -38319.699219 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -38319.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -38321.117188 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -38321.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -38321.117188 Penalty: 3140.425049
	Iteration 9F: 3 clusters Score -38321.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (132174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132174 members 
Entering Unmasked Estep 
Score: -10093420.000000 Penalty: 2924.385010
	Iteration 0F: 2 clusters Score -1.009342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66189 members 
Mstep: Class 2 contains 65985 members 
Entering Unmasked Estep 
Score: -10004520.000000 Penalty: 5848.770020
	Iteration 0F: 3 clusters Score -1.000452e+07 nChanged 63198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69067 members 
Mstep: Class 2 contains 63107 members 
Entering Unmasked Estep 
Score: -10042558.000000 Penalty: 5848.770020
	Iteration 1F: 3 clusters Score -1.004256e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70990 members 
Mstep: Class 2 contains 61184 members 
Entering Unmasked Estep 
Score: -10044486.000000 Penalty: 5848.770020
	Iteration 2Q: 3 clusters Score -1.004449e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73857 members 
Mstep: Class 2 contains 58317 members 
Entering Unmasked Estep 
Score: -10047103.000000 Penalty: 5848.770020
	Iteration 3Q: 3 clusters Score -1.00471e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77688 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -10050704.000000 Penalty: 5848.770020
	Iteration 4F: 3 clusters Score -1.00507e+07 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82335 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -10054755.000000 Penalty: 5848.770020
	Iteration 5F: 3 clusters Score -1.005476e+07 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87371 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -10058992.000000 Penalty: 5848.770020
	Iteration 6F: 3 clusters Score -1.005899e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92547 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -10062756.000000 Penalty: 5848.770020
	Iteration 7F: 3 clusters Score -1.006276e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97875 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -10066300.000000 Penalty: 5848.770020
	Iteration 8Q: 3 clusters Score -1.00663e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103457 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -10069792.000000 Penalty: 5848.770020
	Iteration 9Q: 3 clusters Score -1.006979e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109083 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -10073380.000000 Penalty: 5848.770020
	Iteration 10Q: 3 clusters Score -1.007338e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114785 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -10077466.000000 Penalty: 5848.770020
	Iteration 11Q: 3 clusters Score -1.007747e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120148 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -10081580.000000 Penalty: 5848.770020
	Iteration 12Q: 3 clusters Score -1.008158e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124597 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -10085156.000000 Penalty: 5848.770020
	Iteration 13Q: 3 clusters Score -1.008516e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127757 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -10087701.000000 Penalty: 5848.770020
	Iteration 14Q: 3 clusters Score -1.00877e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129619 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -10089161.000000 Penalty: 5848.770020
	Iteration 15Q: 3 clusters Score -1.008916e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130616 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -10090000.000000 Penalty: 5848.770020
	Iteration 16Q: 3 clusters Score -1.009e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131094 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -10090370.000000 Penalty: 5848.770020
	Iteration 17Q: 3 clusters Score -1.009037e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131345 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -10090559.000000 Penalty: 5848.770020
	Iteration 18Q: 3 clusters Score -1.009056e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131479 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -10090673.000000 Penalty: 5848.770020
	Iteration 19Q: 3 clusters Score -1.009067e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131553 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -10090751.000000 Penalty: 5848.770020
	Iteration 20F: 3 clusters Score -1.009075e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131591 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -10090800.000000 Penalty: 5848.770020
	Iteration 21Q: 3 clusters Score -1.00908e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131610 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -10090827.000000 Penalty: 5848.770020
	Iteration 22Q: 3 clusters Score -1.009083e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131622 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -10090842.000000 Penalty: 5848.770020
	Iteration 23Q: 3 clusters Score -1.009084e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131628 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -10090870.000000 Penalty: 5848.770020
	Iteration 24Q: 3 clusters Score -1.009087e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131640 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -10090887.000000 Penalty: 5848.770020
	Iteration 25Q: 3 clusters Score -1.009089e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131653 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -10090913.000000 Penalty: 5848.770020
	Iteration 26Q: 3 clusters Score -1.009091e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131665 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10090929.000000 Penalty: 5848.770020
	Iteration 27Q: 3 clusters Score -1.009093e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131670 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10090935.000000 Penalty: 5848.770020
	Iteration 28Q: 3 clusters Score -1.009094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131671 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -10090943.000000 Penalty: 5848.770020
	Iteration 29Q: 3 clusters Score -1.009094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131673 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -10090938.000000 Penalty: 5848.770020
	Iteration 30Q: 3 clusters Score -1.009094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131675 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -10090941.000000 Penalty: 5848.770020
	Iteration 31Q: 3 clusters Score -1.009094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131676 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -10090940.000000 Penalty: 5848.770020
	Iteration 32Q: 3 clusters Score -1.009094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131677 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -10090940.000000 Penalty: 5848.770020
	Iteration 33Q: 3 clusters Score -1.009094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131677 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -10090935.000000 Penalty: 5848.770020
	Iteration 34Q: 3 clusters Score -1.009094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131678 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -10090937.000000 Penalty: 5848.770020
	Iteration 35Q: 3 clusters Score -1.009094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131679 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -10090939.000000 Penalty: 5848.770020
	Iteration 36Q: 3 clusters Score -1.009094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131680 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -10090941.000000 Penalty: 5848.770020
	Iteration 37Q: 3 clusters Score -1.009094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131681 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -10090938.000000 Penalty: 5848.770020
	Iteration 38Q: 3 clusters Score -1.009094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131682 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -10090931.000000 Penalty: 5848.770020
	Iteration 39Q: 3 clusters Score -1.009093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131684 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -10090929.000000 Penalty: 5848.770020
	Iteration 40F: 3 clusters Score -1.009093e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (207136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207136 members 
Entering Unmasked Estep 
Score: -15493877.000000 Penalty: 3035.800537
	Iteration 0F: 2 clusters Score -1.549388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103508 members 
Mstep: Class 2 contains 103628 members 
Entering Unmasked Estep 
Score: -15354598.000000 Penalty: 6071.601074
	Iteration 0F: 3 clusters Score -1.53546e+07 nChanged 99992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104620 members 
Mstep: Class 2 contains 102516 members 
Entering Unmasked Estep 
Score: -15412911.000000 Penalty: 6071.601074
	Iteration 1F: 3 clusters Score -1.541291e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105302 members 
Mstep: Class 2 contains 101834 members 
Entering Unmasked Estep 
Score: -15414075.000000 Penalty: 6071.601074
	Iteration 2Q: 3 clusters Score -1.541408e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106464 members 
Mstep: Class 2 contains 100672 members 
Entering Unmasked Estep 
Score: -15415394.000000 Penalty: 6071.601074
	Iteration 3Q: 3 clusters Score -1.541539e+07 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108456 members 
Mstep: Class 2 contains 98680 members 
Entering Unmasked Estep 
Score: -15417414.000000 Penalty: 6071.601074
	Iteration 4Q: 3 clusters Score -1.541741e+07 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111516 members 
Mstep: Class 2 contains 95620 members 
Entering Unmasked Estep 
Score: -15420730.000000 Penalty: 6071.601074
	Iteration 5Q: 3 clusters Score -1.542073e+07 nChanged 10575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115601 members 
Mstep: Class 2 contains 91535 members 
Entering Unmasked Estep 
Score: -15425561.000000 Penalty: 6071.601074
	Iteration 6F: 3 clusters Score -1.542556e+07 nChanged 12087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120688 members 
Mstep: Class 2 contains 86448 members 
Entering Unmasked Estep 
Score: -15431562.000000 Penalty: 6071.601074
	Iteration 7F: 3 clusters Score -1.543156e+07 nChanged 12637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126391 members 
Mstep: Class 2 contains 80745 members 
Entering Unmasked Estep 
Score: -15437787.000000 Penalty: 6071.601074
	Iteration 8F: 3 clusters Score -1.543779e+07 nChanged 12004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132399 members 
Mstep: Class 2 contains 74737 members 
Entering Unmasked Estep 
Score: -15443444.000000 Penalty: 6071.601074
	Iteration 9F: 3 clusters Score -1.544344e+07 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138484 members 
Mstep: Class 2 contains 68652 members 
Entering Unmasked Estep 
Score: -15447427.000000 Penalty: 6071.601074
	Iteration 10Q: 3 clusters Score -1.544743e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144740 members 
Mstep: Class 2 contains 62396 members 
Entering Unmasked Estep 
Score: -15450858.000000 Penalty: 6071.601074
	Iteration 11Q: 3 clusters Score -1.545086e+07 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151621 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -15454078.000000 Penalty: 6071.601074
	Iteration 12Q: 3 clusters Score -1.545408e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159274 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -15457663.000000 Penalty: 6071.601074
	Iteration 13Q: 3 clusters Score -1.545766e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167667 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -15462218.000000 Penalty: 6071.601074
	Iteration 14Q: 3 clusters Score -1.546222e+07 nChanged 8847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176512 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -15467523.000000 Penalty: 6071.601074
	Iteration 15Q: 3 clusters Score -1.546752e+07 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185367 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -15473962.000000 Penalty: 6071.601074
	Iteration 16Q: 3 clusters Score -1.547396e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193344 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -15480371.000000 Penalty: 6071.601074
	Iteration 17Q: 3 clusters Score -1.548037e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199311 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -15485654.000000 Penalty: 6071.601074
	Iteration 18Q: 3 clusters Score -1.548565e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202955 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -15488730.000000 Penalty: 6071.601074
	Iteration 19Q: 3 clusters Score -1.548873e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204762 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -15490135.000000 Penalty: 6071.601074
	Iteration 20F: 3 clusters Score -1.549014e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205595 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -15490718.000000 Penalty: 6071.601074
	Iteration 21Q: 3 clusters Score -1.549072e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205991 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -15491004.000000 Penalty: 6071.601074
	Iteration 22Q: 3 clusters Score -1.5491e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206177 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -15491170.000000 Penalty: 6071.601074
	Iteration 23Q: 3 clusters Score -1.549117e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206280 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -15491257.000000 Penalty: 6071.601074
	Iteration 24Q: 3 clusters Score -1.549126e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206335 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -15491333.000000 Penalty: 6071.601074
	Iteration 25Q: 3 clusters Score -1.549133e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206378 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -15491380.000000 Penalty: 6071.601074
	Iteration 26Q: 3 clusters Score -1.549138e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206395 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -15491402.000000 Penalty: 6071.601074
	Iteration 27Q: 3 clusters Score -1.54914e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206410 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -15491451.000000 Penalty: 6071.601074
	Iteration 28Q: 3 clusters Score -1.549145e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206420 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -15491462.000000 Penalty: 6071.601074
	Iteration 29Q: 3 clusters Score -1.549146e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206428 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -15491474.000000 Penalty: 6071.601074
	Iteration 30Q: 3 clusters Score -1.549147e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206430 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -15491481.000000 Penalty: 6071.601074
	Iteration 31Q: 3 clusters Score -1.549148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206431 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -15491485.000000 Penalty: 6071.601074
	Iteration 32Q: 3 clusters Score -1.549148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206431 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -15491479.000000 Penalty: 6071.601074
	Iteration 33Q: 3 clusters Score -1.549148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206433 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -15491490.000000 Penalty: 6071.601074
	Iteration 34Q: 3 clusters Score -1.549149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206434 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -15491487.000000 Penalty: 6071.601074
	Iteration 35Q: 3 clusters Score -1.549149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206433 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -15491488.000000 Penalty: 6071.601074
	Iteration 36Q: 3 clusters Score -1.549149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206431 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -15491492.000000 Penalty: 6071.601074
	Iteration 37Q: 3 clusters Score -1.549149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206430 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -15491499.000000 Penalty: 6071.601074
	Iteration 38Q: 3 clusters Score -1.54915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206431 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -15491493.000000 Penalty: 6071.601074
	Iteration 39Q: 3 clusters Score -1.549149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206434 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -15491494.000000 Penalty: 6071.601074
	Iteration 40F: 3 clusters Score -1.549149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206435 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -15491497.000000 Penalty: 6071.601074
	Iteration 41Q: 3 clusters Score -1.54915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206438 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -15491499.000000 Penalty: 6071.601074
	Iteration 42Q: 3 clusters Score -1.54915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206437 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -15491505.000000 Penalty: 6071.601074
	Iteration 43Q: 3 clusters Score -1.54915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206437 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -15491505.000000 Penalty: 6071.601074
	Iteration 44F: 3 clusters Score -1.54915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Entering Unmasked Estep 
Score: -98353.398438 Penalty: 1835.353882
	Iteration 0F: 2 clusters Score -98353.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -95939.390625 Penalty: 3670.707764
	Iteration 0F: 3 clusters Score -95939.39 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -96328.921875 Penalty: 3670.707764
	Iteration 1F: 3 clusters Score -96328.92 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -96482.375000 Penalty: 3670.707764
	Iteration 2F: 3 clusters Score -96482.38 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -96573.593750 Penalty: 3670.707764
	Iteration 3F: 3 clusters Score -96573.59 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -96638.945312 Penalty: 3670.707764
	Iteration 4Q: 3 clusters Score -96638.95 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -96684.875000 Penalty: 3670.707764
	Iteration 5Q: 3 clusters Score -96684.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -96714.992188 Penalty: 3670.707764
	Iteration 6Q: 3 clusters Score -96714.99 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -96747.476562 Penalty: 3670.707764
	Iteration 7Q: 3 clusters Score -96747.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -96767.023438 Penalty: 3670.707764
	Iteration 8Q: 3 clusters Score -96767.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -96776.968750 Penalty: 3670.707764
	Iteration 9Q: 3 clusters Score -96776.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -96792.843750 Penalty: 3670.707764
	Iteration 10Q: 3 clusters Score -96792.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -96807.070312 Penalty: 3670.707764
	Iteration 11Q: 3 clusters Score -96807.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -96821.218750 Penalty: 3670.707764
	Iteration 12Q: 3 clusters Score -96821.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -96831.843750 Penalty: 3670.707764
	Iteration 13Q: 3 clusters Score -96831.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -96841.164062 Penalty: 3670.707764
	Iteration 14Q: 3 clusters Score -96841.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -96847.953125 Penalty: 3670.707764
	Iteration 15Q: 3 clusters Score -96847.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -96851.429688 Penalty: 3670.707764
	Iteration 16Q: 3 clusters Score -96851.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -96851.429688 Penalty: 3670.707764
	Iteration 17F: 3 clusters Score -96851.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -231555.234375 Penalty: 2020.814575
	Iteration 0F: 2 clusters Score -231555.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -227978.390625 Penalty: 4041.629150
	Iteration 0F: 3 clusters Score -227978.4 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -228778.000000 Penalty: 4041.629150
	Iteration 1F: 3 clusters Score -228778 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -229021.875000 Penalty: 4041.629150
	Iteration 2F: 3 clusters Score -229021.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -229167.734375 Penalty: 4041.629150
	Iteration 3F: 3 clusters Score -229167.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -229300.531250 Penalty: 4041.629150
	Iteration 4Q: 3 clusters Score -229300.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -229480.671875 Penalty: 4041.629150
	Iteration 5Q: 3 clusters Score -229480.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -229715.437500 Penalty: 4041.629150
	Iteration 6Q: 3 clusters Score -229715.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -229927.218750 Penalty: 4041.629150
	Iteration 7F: 3 clusters Score -229927.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -230089.125000 Penalty: 4041.629150
	Iteration 8Q: 3 clusters Score -230089.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -230207.640625 Penalty: 4041.629150
	Iteration 9Q: 3 clusters Score -230207.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -230300.500000 Penalty: 4041.629150
	Iteration 10Q: 3 clusters Score -230300.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -230362.171875 Penalty: 4041.629150
	Iteration 11Q: 3 clusters Score -230362.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -230405.796875 Penalty: 4041.629150
	Iteration 12Q: 3 clusters Score -230405.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -230437.250000 Penalty: 4041.629150
	Iteration 13Q: 3 clusters Score -230437.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -230455.625000 Penalty: 4041.629150
	Iteration 14Q: 3 clusters Score -230455.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -230470.593750 Penalty: 4041.629150
	Iteration 15Q: 3 clusters Score -230470.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -230477.312500 Penalty: 4041.629150
	Iteration 16Q: 3 clusters Score -230477.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -230478.781250 Penalty: 4041.629150
	Iteration 17Q: 3 clusters Score -230478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -230482.453125 Penalty: 4041.629150
	Iteration 18Q: 3 clusters Score -230482.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -230485.546875 Penalty: 4041.629150
	Iteration 19Q: 3 clusters Score -230485.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -230486.843750 Penalty: 4041.629150
	Iteration 20F: 3 clusters Score -230486.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -230487.812500 Penalty: 4041.629150
	Iteration 21Q: 3 clusters Score -230487.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -230491.437500 Penalty: 4041.629150
	Iteration 22Q: 3 clusters Score -230491.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -230498.312500 Penalty: 4041.629150
	Iteration 23Q: 3 clusters Score -230498.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -230507.093750 Penalty: 4041.629150
	Iteration 24Q: 3 clusters Score -230507.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -230521.156250 Penalty: 4041.629150
	Iteration 25Q: 3 clusters Score -230521.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -230562.531250 Penalty: 4041.629150
	Iteration 26Q: 3 clusters Score -230562.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -230592.843750 Penalty: 4041.629150
	Iteration 27Q: 3 clusters Score -230592.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -230607.546875 Penalty: 4041.629150
	Iteration 28Q: 3 clusters Score -230607.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -230615.406250 Penalty: 4041.629150
	Iteration 29Q: 3 clusters Score -230615.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -230618.921875 Penalty: 4041.629150
	Iteration 30Q: 3 clusters Score -230618.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -230621.187500 Penalty: 4041.629150
	Iteration 31Q: 3 clusters Score -230621.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -230623.796875 Penalty: 4041.629150
	Iteration 32Q: 3 clusters Score -230623.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -230625.453125 Penalty: 4041.629150
	Iteration 33Q: 3 clusters Score -230625.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -230626.625000 Penalty: 4041.629150
	Iteration 34Q: 3 clusters Score -230626.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -230627.593750 Penalty: 4041.629150
	Iteration 35Q: 3 clusters Score -230627.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -230629.875000 Penalty: 4041.629150
	Iteration 36Q: 3 clusters Score -230629.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -230630.812500 Penalty: 4041.629150
	Iteration 37Q: 3 clusters Score -230630.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -230631.734375 Penalty: 4041.629150
	Iteration 38Q: 3 clusters Score -230631.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -230632.000000 Penalty: 4041.629150
	Iteration 39Q: 3 clusters Score -230632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -230632.000000 Penalty: 4041.629150
	Iteration 40F: 3 clusters Score -230632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Entering Unmasked Estep 
Score: -174421.203125 Penalty: 1941.056885
	Iteration 0F: 2 clusters Score -174421.2 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 1235 members 
Entering Unmasked Estep 
Score: -171456.593750 Penalty: 3882.113770
	Iteration 0F: 3 clusters Score -171456.6 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -172105.796875 Penalty: 3882.113770
	Iteration 1F: 3 clusters Score -172105.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -172390.937500 Penalty: 3882.113770
	Iteration 2F: 3 clusters Score -172390.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -172617.906250 Penalty: 3882.113770
	Iteration 3F: 3 clusters Score -172617.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -172791.718750 Penalty: 3882.113770
	Iteration 4F: 3 clusters Score -172791.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -172999.343750 Penalty: 3882.113770
	Iteration 5Q: 3 clusters Score -172999.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -173201.781250 Penalty: 3882.113770
	Iteration 6F: 3 clusters Score -173201.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -173354.390625 Penalty: 3882.113770
	Iteration 7Q: 3 clusters Score -173354.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -173443.750000 Penalty: 3882.113770
	Iteration 8Q: 3 clusters Score -173443.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -173506.859375 Penalty: 3882.113770
	Iteration 9Q: 3 clusters Score -173506.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -173570.281250 Penalty: 3882.113770
	Iteration 10Q: 3 clusters Score -173570.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -173610.281250 Penalty: 3882.113770
	Iteration 11Q: 3 clusters Score -173610.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -173644.046875 Penalty: 3882.113770
	Iteration 12Q: 3 clusters Score -173644 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -173679.859375 Penalty: 3882.113770
	Iteration 13Q: 3 clusters Score -173679.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -173720.062500 Penalty: 3882.113770
	Iteration 14Q: 3 clusters Score -173720.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -173761.671875 Penalty: 3882.113770
	Iteration 15Q: 3 clusters Score -173761.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -173832.406250 Penalty: 3882.113770
	Iteration 16Q: 3 clusters Score -173832.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -173940.250000 Penalty: 3882.113770
	Iteration 17Q: 3 clusters Score -173940.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -173985.515625 Penalty: 3882.113770
	Iteration 18Q: 3 clusters Score -173985.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -174012.218750 Penalty: 3882.113770
	Iteration 19Q: 3 clusters Score -174012.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -174025.000000 Penalty: 3882.113770
	Iteration 20F: 3 clusters Score -174025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -174032.437500 Penalty: 3882.113770
	Iteration 21Q: 3 clusters Score -174032.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -174039.656250 Penalty: 3882.113770
	Iteration 22Q: 3 clusters Score -174039.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -174044.718750 Penalty: 3882.113770
	Iteration 23Q: 3 clusters Score -174044.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -174047.968750 Penalty: 3882.113770
	Iteration 24Q: 3 clusters Score -174048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -174051.593750 Penalty: 3882.113770
	Iteration 25Q: 3 clusters Score -174051.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -174054.953125 Penalty: 3882.113770
	Iteration 26Q: 3 clusters Score -174055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -174056.218750 Penalty: 3882.113770
	Iteration 27Q: 3 clusters Score -174056.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -174059.609375 Penalty: 3882.113770
	Iteration 28Q: 3 clusters Score -174059.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -174060.234375 Penalty: 3882.113770
	Iteration 29Q: 3 clusters Score -174060.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -174060.234375 Penalty: 3882.113770
	Iteration 30F: 3 clusters Score -174060.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Entering Unmasked Estep 
Score: -3160261.500000 Penalty: 2643.105225
	Iteration 0F: 2 clusters Score -3160262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -3131438.500000 Penalty: 5286.210449
	Iteration 0F: 3 clusters Score -3131438 nChanged 19555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -3142165.000000 Penalty: 5286.210449
	Iteration 1F: 3 clusters Score -3142165 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -3142712.500000 Penalty: 5286.210449
	Iteration 2Q: 3 clusters Score -3142712 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -3143248.500000 Penalty: 5286.210449
	Iteration 3Q: 3 clusters Score -3143248 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -3143816.750000 Penalty: 5286.210449
	Iteration 4Q: 3 clusters Score -3143817 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -3144457.250000 Penalty: 5286.210449
	Iteration 5Q: 3 clusters Score -3144457 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -3145423.500000 Penalty: 5286.210449
	Iteration 6Q: 3 clusters Score -3145424 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -3146812.750000 Penalty: 5286.210449
	Iteration 7Q: 3 clusters Score -3146813 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -3148468.750000 Penalty: 5286.210449
	Iteration 8F: 3 clusters Score -3148469 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -3150134.000000 Penalty: 5286.210449
	Iteration 9F: 3 clusters Score -3150134 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -3151801.000000 Penalty: 5286.210449
	Iteration 10F: 3 clusters Score -3151801 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -3153359.500000 Penalty: 5286.210449
	Iteration 11F: 3 clusters Score -3153360 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -3154546.750000 Penalty: 5286.210449
	Iteration 12Q: 3 clusters Score -3154547 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -3155414.500000 Penalty: 5286.210449
	Iteration 13Q: 3 clusters Score -3155414 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -3156087.500000 Penalty: 5286.210449
	Iteration 14Q: 3 clusters Score -3156088 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -3156694.250000 Penalty: 5286.210449
	Iteration 15Q: 3 clusters Score -3156694 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -3157317.000000 Penalty: 5286.210449
	Iteration 16Q: 3 clusters Score -3157317 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -3157927.000000 Penalty: 5286.210449
	Iteration 17Q: 3 clusters Score -3157927 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -3158531.500000 Penalty: 5286.210449
	Iteration 18Q: 3 clusters Score -3158532 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -3159011.750000 Penalty: 5286.210449
	Iteration 19Q: 3 clusters Score -3159012 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -3159383.000000 Penalty: 5286.210449
	Iteration 20F: 3 clusters Score -3159383 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -3159685.000000 Penalty: 5286.210449
	Iteration 21Q: 3 clusters Score -3159685 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -3159885.500000 Penalty: 5286.210449
	Iteration 22Q: 3 clusters Score -3159886 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -3160016.500000 Penalty: 5286.210449
	Iteration 23Q: 3 clusters Score -3160016 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -3160140.000000 Penalty: 5286.210449
	Iteration 24Q: 3 clusters Score -3160140 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -3160262.250000 Penalty: 5286.210449
	Iteration 25Q: 3 clusters Score -3160262 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -3160357.250000 Penalty: 5286.210449
	Iteration 26Q: 3 clusters Score -3160357 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -3160397.500000 Penalty: 5286.210449
	Iteration 27Q: 3 clusters Score -3160398 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -3160462.000000 Penalty: 5286.210449
	Iteration 28Q: 3 clusters Score -3160462 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -3160512.750000 Penalty: 5286.210449
	Iteration 29Q: 3 clusters Score -3160513 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -3160529.750000 Penalty: 5286.210449
	Iteration 30Q: 3 clusters Score -3160530 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -3160556.000000 Penalty: 5286.210449
	Iteration 31Q: 3 clusters Score -3160556 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -3160562.250000 Penalty: 5286.210449
	Iteration 32Q: 3 clusters Score -3160562 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -3160562.500000 Penalty: 5286.210449
	Iteration 33Q: 3 clusters Score -3160562 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -3160586.000000 Penalty: 5286.210449
	Iteration 34Q: 3 clusters Score -3160586 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -3160586.250000 Penalty: 5286.210449
	Iteration 35Q: 3 clusters Score -3160586 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -3160597.500000 Penalty: 5286.210449
	Iteration 36Q: 3 clusters Score -3160598 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -3160610.000000 Penalty: 5286.210449
	Iteration 37Q: 3 clusters Score -3160610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -3160623.250000 Penalty: 5286.210449
	Iteration 38Q: 3 clusters Score -3160623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -3160619.750000 Penalty: 5286.210449
	Iteration 39Q: 3 clusters Score -3160620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -3160622.250000 Penalty: 5286.210449
	Iteration 40F: 3 clusters Score -3160622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -3160622.250000 Penalty: 5286.210449
	Iteration 41Q: 3 clusters Score -3160622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -3160631.250000 Penalty: 5286.210449
	Iteration 42Q: 3 clusters Score -3160631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -3160621.750000 Penalty: 5286.210449
	Iteration 43Q: 3 clusters Score -3160622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -3160625.750000 Penalty: 5286.210449
	Iteration 44Q: 3 clusters Score -3160626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -3160634.000000 Penalty: 5286.210449
	Iteration 45Q: 3 clusters Score -3160634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -3160628.500000 Penalty: 5286.210449
	Iteration 46Q: 3 clusters Score -3160628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -3160629.000000 Penalty: 5286.210449
	Iteration 47Q: 3 clusters Score -3160629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -3160629.250000 Penalty: 5286.210449
	Iteration 48Q: 3 clusters Score -3160629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -3160631.500000 Penalty: 5286.210449
	Iteration 49Q: 3 clusters Score -3160632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -3160615.500000 Penalty: 5286.210449
	Iteration 50Q: 3 clusters Score -3160616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -3160626.250000 Penalty: 5286.210449
	Iteration 51Q: 3 clusters Score -3160626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -3160621.250000 Penalty: 5286.210449
	Iteration 52Q: 3 clusters Score -3160621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -3160619.500000 Penalty: 5286.210449
	Iteration 53Q: 3 clusters Score -3160620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -3160617.000000 Penalty: 5286.210449
	Iteration 54Q: 3 clusters Score -3160617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -3160619.250000 Penalty: 5286.210449
	Iteration 55Q: 3 clusters Score -3160619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -3160630.250000 Penalty: 5286.210449
	Iteration 56Q: 3 clusters Score -3160630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -3160625.000000 Penalty: 5286.210449
	Iteration 57Q: 3 clusters Score -3160625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -3160626.000000 Penalty: 5286.210449
	Iteration 58Q: 3 clusters Score -3160626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -3160625.000000 Penalty: 5286.210449
	Iteration 59Q: 3 clusters Score -3160625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -3160629.250000 Penalty: 5286.210449
	Iteration 60F: 3 clusters Score -3160629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -3160628.250000 Penalty: 5286.210449
	Iteration 61Q: 3 clusters Score -3160628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -3160633.750000 Penalty: 5286.210449
	Iteration 62Q: 3 clusters Score -3160634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -3160632.000000 Penalty: 5286.210449
	Iteration 63Q: 3 clusters Score -3160632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -3160633.000000 Penalty: 5286.210449
	Iteration 64Q: 3 clusters Score -3160633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -3160633.000000 Penalty: 5286.210449
	Iteration 65F: 3 clusters Score -3160633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251258 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226601 members 
Mstep: Class 5 contains 98274 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31194 members 
Mstep: Class 8 contains 92356 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132174 members 
Mstep: Class 11 contains 207136 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 6133 members 
Mstep: Class 16 contains 13496 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40407 members 
Mstep: Class 24 contains 13181 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8483 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16660 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7530 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10279 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14163 members 
Mstep: Class 41 contains 59915 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6547 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4193 members 
Mstep: Class 46 contains 12932 members 
Mstep: Class 47 contains 2066 members 
Mstep: Class 48 contains 36385 members 
Entering Unmasked Estep 
Score: -102297888.000000 Penalty: 168600.640625
Splitting cluster 15 changes total score from -102298360.000000 to -102297888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (13496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Entering Unmasked Estep 
Score: -1002975.750000 Penalty: 2358.516846
	Iteration 0F: 2 clusters Score -1002976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -993104.000000 Penalty: 4717.033691
	Iteration 0F: 3 clusters Score -993104 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -996349.687500 Penalty: 4717.033691
	Iteration 1F: 3 clusters Score -996349.7 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -997097.750000 Penalty: 4717.033691
	Iteration 2F: 3 clusters Score -997097.8 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -997763.250000 Penalty: 4717.033691
	Iteration 3F: 3 clusters Score -997763.2 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -998347.000000 Penalty: 4717.033691
	Iteration 4F: 3 clusters Score -998347 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -998902.562500 Penalty: 4717.033691
	Iteration 5F: 3 clusters Score -998902.6 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -999382.062500 Penalty: 4717.033691
	Iteration 6F: 3 clusters Score -999382.1 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -999768.125000 Penalty: 4717.033691
	Iteration 7Q: 3 clusters Score -999768.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1000112.687500 Penalty: 4717.033691
	Iteration 8Q: 3 clusters Score -1000113 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1000410.125000 Penalty: 4717.033691
	Iteration 9Q: 3 clusters Score -1000410 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1000682.312500 Penalty: 4717.033691
	Iteration 10Q: 3 clusters Score -1000682 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1000920.062500 Penalty: 4717.033691
	Iteration 11Q: 3 clusters Score -1000920 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1001098.875000 Penalty: 4717.033691
	Iteration 12Q: 3 clusters Score -1001099 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1001253.375000 Penalty: 4717.033691
	Iteration 13Q: 3 clusters Score -1001253 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1001376.000000 Penalty: 4717.033691
	Iteration 14Q: 3 clusters Score -1001376 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1001457.125000 Penalty: 4717.033691
	Iteration 15Q: 3 clusters Score -1001457 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1001548.750000 Penalty: 4717.033691
	Iteration 16Q: 3 clusters Score -1001549 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1001643.875000 Penalty: 4717.033691
	Iteration 17Q: 3 clusters Score -1001644 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1001719.937500 Penalty: 4717.033691
	Iteration 18Q: 3 clusters Score -1001720 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1001784.375000 Penalty: 4717.033691
	Iteration 19Q: 3 clusters Score -1001784 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1001816.625000 Penalty: 4717.033691
	Iteration 20F: 3 clusters Score -1001817 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1001846.062500 Penalty: 4717.033691
	Iteration 21Q: 3 clusters Score -1001846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1001868.000000 Penalty: 4717.033691
	Iteration 22Q: 3 clusters Score -1001868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1001887.000000 Penalty: 4717.033691
	Iteration 23Q: 3 clusters Score -1001887 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1001915.562500 Penalty: 4717.033691
	Iteration 24Q: 3 clusters Score -1001916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1001946.437500 Penalty: 4717.033691
	Iteration 25Q: 3 clusters Score -1001946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1001960.250000 Penalty: 4717.033691
	Iteration 26Q: 3 clusters Score -1001960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1001965.937500 Penalty: 4717.033691
	Iteration 27Q: 3 clusters Score -1001966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1001967.812500 Penalty: 4717.033691
	Iteration 28Q: 3 clusters Score -1001968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1001971.000000 Penalty: 4717.033691
	Iteration 29Q: 3 clusters Score -1001971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1001973.875000 Penalty: 4717.033691
	Iteration 30Q: 3 clusters Score -1001974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1001973.375000 Penalty: 4717.033691
	Iteration 31Q: 3 clusters Score -1001973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1001977.750000 Penalty: 4717.033691
	Iteration 32Q: 3 clusters Score -1001978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1001979.437500 Penalty: 4717.033691
	Iteration 33Q: 3 clusters Score -1001979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1001979.312500 Penalty: 4717.033691
	Iteration 34Q: 3 clusters Score -1001979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1001979.500000 Penalty: 4717.033691
	Iteration 35Q: 3 clusters Score -1001980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1001979.500000 Penalty: 4717.033691
	Iteration 36F: 3 clusters Score -1001980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Entering Unmasked Estep 
Score: -334517.156250 Penalty: 2090.233643
	Iteration 0F: 2 clusters Score -334517.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -330266.250000 Penalty: 4180.467285
	Iteration 0F: 3 clusters Score -330266.2 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -331286.968750 Penalty: 4180.467285
	Iteration 1F: 3 clusters Score -331287 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -331548.031250 Penalty: 4180.467285
	Iteration 2F: 3 clusters Score -331548 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -331724.531250 Penalty: 4180.467285
	Iteration 3F: 3 clusters Score -331724.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -331858.500000 Penalty: 4180.467285
	Iteration 4Q: 3 clusters Score -331858.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -331964.968750 Penalty: 4180.467285
	Iteration 5Q: 3 clusters Score -331965 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -332050.562500 Penalty: 4180.467285
	Iteration 6Q: 3 clusters Score -332050.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -332132.437500 Penalty: 4180.467285
	Iteration 7Q: 3 clusters Score -332132.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -332202.781250 Penalty: 4180.467285
	Iteration 8Q: 3 clusters Score -332202.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -332272.531250 Penalty: 4180.467285
	Iteration 9Q: 3 clusters Score -332272.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -332351.968750 Penalty: 4180.467285
	Iteration 10Q: 3 clusters Score -332352 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -332442.875000 Penalty: 4180.467285
	Iteration 11Q: 3 clusters Score -332442.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -332538.843750 Penalty: 4180.467285
	Iteration 12Q: 3 clusters Score -332538.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -332630.531250 Penalty: 4180.467285
	Iteration 13Q: 3 clusters Score -332630.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -332711.781250 Penalty: 4180.467285
	Iteration 14Q: 3 clusters Score -332711.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -332768.312500 Penalty: 4180.467285
	Iteration 15Q: 3 clusters Score -332768.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -332824.093750 Penalty: 4180.467285
	Iteration 16Q: 3 clusters Score -332824.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -332868.625000 Penalty: 4180.467285
	Iteration 17Q: 3 clusters Score -332868.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -332910.125000 Penalty: 4180.467285
	Iteration 18Q: 3 clusters Score -332910.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -332949.281250 Penalty: 4180.467285
	Iteration 19Q: 3 clusters Score -332949.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -332976.625000 Penalty: 4180.467285
	Iteration 20F: 3 clusters Score -332976.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -332986.531250 Penalty: 4180.467285
	Iteration 21Q: 3 clusters Score -332986.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -332998.562500 Penalty: 4180.467285
	Iteration 22Q: 3 clusters Score -332998.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -333001.437500 Penalty: 4180.467285
	Iteration 23Q: 3 clusters Score -333001.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -333004.625000 Penalty: 4180.467285
	Iteration 24Q: 3 clusters Score -333004.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -333008.343750 Penalty: 4180.467285
	Iteration 25Q: 3 clusters Score -333008.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -333014.531250 Penalty: 4180.467285
	Iteration 26Q: 3 clusters Score -333014.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -333020.281250 Penalty: 4180.467285
	Iteration 27Q: 3 clusters Score -333020.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -333026.125000 Penalty: 4180.467285
	Iteration 28Q: 3 clusters Score -333026.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -333034.125000 Penalty: 4180.467285
	Iteration 29Q: 3 clusters Score -333034.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -333037.656250 Penalty: 4180.467285
	Iteration 30Q: 3 clusters Score -333037.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -333042.281250 Penalty: 4180.467285
	Iteration 31Q: 3 clusters Score -333042.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -333045.093750 Penalty: 4180.467285
	Iteration 32Q: 3 clusters Score -333045.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -333047.250000 Penalty: 4180.467285
	Iteration 33Q: 3 clusters Score -333047.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -333050.250000 Penalty: 4180.467285
	Iteration 34Q: 3 clusters Score -333050.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -333054.625000 Penalty: 4180.467285
	Iteration 35Q: 3 clusters Score -333054.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -333056.000000 Penalty: 4180.467285
	Iteration 36Q: 3 clusters Score -333056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -333058.406250 Penalty: 4180.467285
	Iteration 37Q: 3 clusters Score -333058.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -333060.500000 Penalty: 4180.467285
	Iteration 38Q: 3 clusters Score -333060.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -333060.843750 Penalty: 4180.467285
	Iteration 39Q: 3 clusters Score -333060.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -333063.906250 Penalty: 4180.467285
	Iteration 40F: 3 clusters Score -333063.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -333064.937500 Penalty: 4180.467285
	Iteration 41Q: 3 clusters Score -333064.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -333066.593750 Penalty: 4180.467285
	Iteration 42Q: 3 clusters Score -333066.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -333066.593750 Penalty: 4180.467285
	Iteration 43F: 3 clusters Score -333066.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Entering Unmasked Estep 
Score: -154618.796875 Penalty: 1908.322266
	Iteration 0F: 2 clusters Score -154618.8 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 1116 members 
Entering Unmasked Estep 
Score: -151860.328125 Penalty: 3816.644531
	Iteration 0F: 3 clusters Score -151860.3 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -152367.093750 Penalty: 3816.644531
	Iteration 1F: 3 clusters Score -152367.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -152503.250000 Penalty: 3816.644531
	Iteration 2F: 3 clusters Score -152503.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -152571.140625 Penalty: 3816.644531
	Iteration 3Q: 3 clusters Score -152571.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -152619.406250 Penalty: 3816.644531
	Iteration 4Q: 3 clusters Score -152619.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -152661.546875 Penalty: 3816.644531
	Iteration 5Q: 3 clusters Score -152661.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -152698.203125 Penalty: 3816.644531
	Iteration 6Q: 3 clusters Score -152698.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -152732.875000 Penalty: 3816.644531
	Iteration 7Q: 3 clusters Score -152732.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -152775.328125 Penalty: 3816.644531
	Iteration 8Q: 3 clusters Score -152775.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -152892.625000 Penalty: 3816.644531
	Iteration 9Q: 3 clusters Score -152892.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -153102.906250 Penalty: 3816.644531
	Iteration 10Q: 3 clusters Score -153102.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -153183.828125 Penalty: 3816.644531
	Iteration 11Q: 3 clusters Score -153183.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -153244.953125 Penalty: 3816.644531
	Iteration 12Q: 3 clusters Score -153245 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -153287.656250 Penalty: 3816.644531
	Iteration 13Q: 3 clusters Score -153287.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -153325.500000 Penalty: 3816.644531
	Iteration 14Q: 3 clusters Score -153325.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -153359.015625 Penalty: 3816.644531
	Iteration 15Q: 3 clusters Score -153359 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -153394.656250 Penalty: 3816.644531
	Iteration 16Q: 3 clusters Score -153394.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -153433.781250 Penalty: 3816.644531
	Iteration 17Q: 3 clusters Score -153433.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -153474.609375 Penalty: 3816.644531
	Iteration 18Q: 3 clusters Score -153474.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -153515.140625 Penalty: 3816.644531
	Iteration 19Q: 3 clusters Score -153515.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -153555.359375 Penalty: 3816.644531
	Iteration 20F: 3 clusters Score -153555.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -153605.703125 Penalty: 3816.644531
	Iteration 21Q: 3 clusters Score -153605.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -153696.796875 Penalty: 3816.644531
	Iteration 22Q: 3 clusters Score -153696.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -153774.281250 Penalty: 3816.644531
	Iteration 23Q: 3 clusters Score -153774.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -153854.031250 Penalty: 3816.644531
	Iteration 24Q: 3 clusters Score -153854 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -153932.125000 Penalty: 3816.644531
	Iteration 25Q: 3 clusters Score -153932.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -154002.921875 Penalty: 3816.644531
	Iteration 26Q: 3 clusters Score -154002.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -154095.406250 Penalty: 3816.644531
	Iteration 27Q: 3 clusters Score -154095.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -154180.906250 Penalty: 3816.644531
	Iteration 28Q: 3 clusters Score -154180.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -154249.265625 Penalty: 3816.644531
	Iteration 29Q: 3 clusters Score -154249.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -154279.828125 Penalty: 3816.644531
	Iteration 30Q: 3 clusters Score -154279.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -154305.531250 Penalty: 3816.644531
	Iteration 31Q: 3 clusters Score -154305.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -154322.156250 Penalty: 3816.644531
	Iteration 32Q: 3 clusters Score -154322.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -154331.437500 Penalty: 3816.644531
	Iteration 33Q: 3 clusters Score -154331.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -154341.828125 Penalty: 3816.644531
	Iteration 34Q: 3 clusters Score -154341.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -154346.953125 Penalty: 3816.644531
	Iteration 35Q: 3 clusters Score -154347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -154351.125000 Penalty: 3816.644531
	Iteration 36Q: 3 clusters Score -154351.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -154353.546875 Penalty: 3816.644531
	Iteration 37Q: 3 clusters Score -154353.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -154355.218750 Penalty: 3816.644531
	Iteration 38Q: 3 clusters Score -154355.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -154356.890625 Penalty: 3816.644531
	Iteration 39Q: 3 clusters Score -154356.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -154357.531250 Penalty: 3816.644531
	Iteration 40F: 3 clusters Score -154357.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -154358.156250 Penalty: 3816.644531
	Iteration 41Q: 3 clusters Score -154358.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -154358.156250 Penalty: 3816.644531
	Iteration 42F: 3 clusters Score -154358.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Entering Unmasked Estep 
Score: -355417.812500 Penalty: 2109.169434
	Iteration 0F: 2 clusters Score -355417.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -350877.718750 Penalty: 4218.338867
	Iteration 0F: 3 clusters Score -350877.7 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -352206.406250 Penalty: 4218.338867
	Iteration 1F: 3 clusters Score -352206.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -352668.468750 Penalty: 4218.338867
	Iteration 2F: 3 clusters Score -352668.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -353117.968750 Penalty: 4218.338867
	Iteration 3F: 3 clusters Score -353118 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -353535.406250 Penalty: 4218.338867
	Iteration 4F: 3 clusters Score -353535.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -353857.000000 Penalty: 4218.338867
	Iteration 5F: 3 clusters Score -353857 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -354080.593750 Penalty: 4218.338867
	Iteration 6Q: 3 clusters Score -354080.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -354270.531250 Penalty: 4218.338867
	Iteration 7Q: 3 clusters Score -354270.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -354440.531250 Penalty: 4218.338867
	Iteration 8Q: 3 clusters Score -354440.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -354587.750000 Penalty: 4218.338867
	Iteration 9Q: 3 clusters Score -354587.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -354704.468750 Penalty: 4218.338867
	Iteration 10Q: 3 clusters Score -354704.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -354784.218750 Penalty: 4218.338867
	Iteration 11Q: 3 clusters Score -354784.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -354823.531250 Penalty: 4218.338867
	Iteration 12Q: 3 clusters Score -354823.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -354842.531250 Penalty: 4218.338867
	Iteration 13Q: 3 clusters Score -354842.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -354859.500000 Penalty: 4218.338867
	Iteration 14Q: 3 clusters Score -354859.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -354869.500000 Penalty: 4218.338867
	Iteration 15Q: 3 clusters Score -354869.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -354878.281250 Penalty: 4218.338867
	Iteration 16Q: 3 clusters Score -354878.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -354886.187500 Penalty: 4218.338867
	Iteration 17Q: 3 clusters Score -354886.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -354901.843750 Penalty: 4218.338867
	Iteration 18Q: 3 clusters Score -354901.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -354910.562500 Penalty: 4218.338867
	Iteration 19Q: 3 clusters Score -354910.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -354914.812500 Penalty: 4218.338867
	Iteration 20F: 3 clusters Score -354914.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -354920.875000 Penalty: 4218.338867
	Iteration 21Q: 3 clusters Score -354920.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -354926.093750 Penalty: 4218.338867
	Iteration 22Q: 3 clusters Score -354926.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -354930.593750 Penalty: 4218.338867
	Iteration 23Q: 3 clusters Score -354930.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -354931.375000 Penalty: 4218.338867
	Iteration 24Q: 3 clusters Score -354931.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -354932.531250 Penalty: 4218.338867
	Iteration 25Q: 3 clusters Score -354932.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -354933.250000 Penalty: 4218.338867
	Iteration 26Q: 3 clusters Score -354933.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -354934.968750 Penalty: 4218.338867
	Iteration 27Q: 3 clusters Score -354935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -354934.562500 Penalty: 4218.338867
	Iteration 28Q: 3 clusters Score -354934.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -354934.562500 Penalty: 4218.338867
	Iteration 29F: 3 clusters Score -354934.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -192396.796875 Penalty: 1944.397583
	Iteration 0F: 2 clusters Score -192396.8 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 1267 members 
Entering Unmasked Estep 
Score: -189410.515625 Penalty: 3888.795166
	Iteration 0F: 3 clusters Score -189410.5 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -189946.218750 Penalty: 3888.795166
	Iteration 1F: 3 clusters Score -189946.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -190070.125000 Penalty: 3888.795166
	Iteration 2F: 3 clusters Score -190070.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -190141.984375 Penalty: 3888.795166
	Iteration 3Q: 3 clusters Score -190142 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -190181.953125 Penalty: 3888.795166
	Iteration 4Q: 3 clusters Score -190182 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -190214.906250 Penalty: 3888.795166
	Iteration 5Q: 3 clusters Score -190214.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -190243.140625 Penalty: 3888.795166
	Iteration 6Q: 3 clusters Score -190243.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -190256.953125 Penalty: 3888.795166
	Iteration 7Q: 3 clusters Score -190257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -190267.015625 Penalty: 3888.795166
	Iteration 8Q: 3 clusters Score -190267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -190272.406250 Penalty: 3888.795166
	Iteration 9Q: 3 clusters Score -190272.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -190275.640625 Penalty: 3888.795166
	Iteration 10Q: 3 clusters Score -190275.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -190279.750000 Penalty: 3888.795166
	Iteration 11Q: 3 clusters Score -190279.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -190285.812500 Penalty: 3888.795166
	Iteration 12Q: 3 clusters Score -190285.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -190287.562500 Penalty: 3888.795166
	Iteration 13Q: 3 clusters Score -190287.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -190288.703125 Penalty: 3888.795166
	Iteration 14Q: 3 clusters Score -190288.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -190290.687500 Penalty: 3888.795166
	Iteration 15Q: 3 clusters Score -190290.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -190293.296875 Penalty: 3888.795166
	Iteration 16Q: 3 clusters Score -190293.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -190295.312500 Penalty: 3888.795166
	Iteration 17Q: 3 clusters Score -190295.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -190297.765625 Penalty: 3888.795166
	Iteration 18Q: 3 clusters Score -190297.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -190301.453125 Penalty: 3888.795166
	Iteration 19Q: 3 clusters Score -190301.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -190305.046875 Penalty: 3888.795166
	Iteration 20F: 3 clusters Score -190305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -190310.421875 Penalty: 3888.795166
	Iteration 21Q: 3 clusters Score -190310.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -190313.203125 Penalty: 3888.795166
	Iteration 22Q: 3 clusters Score -190313.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -190315.890625 Penalty: 3888.795166
	Iteration 23Q: 3 clusters Score -190315.9 nChanged 3
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: -190316.484375 Penalty: 3888.795166
	Iteration 24Q: 3 clusters Score -190316.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -190317.734375 Penalty: 3888.795166
	Iteration 25Q: 3 clusters Score -190317.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -190317.734375 Penalty: 3888.795166
	Iteration 26F: 3 clusters Score -190317.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Entering Unmasked Estep 
Score: -272748.156250 Penalty: 2093.304688
	Iteration 0F: 2 clusters Score -272748.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -268562.500000 Penalty: 4186.609375
	Iteration 0F: 3 clusters Score -268562.5 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -269587.750000 Penalty: 4186.609375
	Iteration 1F: 3 clusters Score -269587.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -269847.312500 Penalty: 4186.609375
	Iteration 2F: 3 clusters Score -269847.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -270004.531250 Penalty: 4186.609375
	Iteration 3F: 3 clusters Score -270004.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -270118.187500 Penalty: 4186.609375
	Iteration 4Q: 3 clusters Score -270118.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -270203.125000 Penalty: 4186.609375
	Iteration 5Q: 3 clusters Score -270203.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -270270.843750 Penalty: 4186.609375
	Iteration 6Q: 3 clusters Score -270270.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -270325.093750 Penalty: 4186.609375
	Iteration 7Q: 3 clusters Score -270325.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -270383.031250 Penalty: 4186.609375
	Iteration 8Q: 3 clusters Score -270383 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -270462.031250 Penalty: 4186.609375
	Iteration 9Q: 3 clusters Score -270462 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -270556.375000 Penalty: 4186.609375
	Iteration 10Q: 3 clusters Score -270556.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -270666.781250 Penalty: 4186.609375
	Iteration 11Q: 3 clusters Score -270666.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -270763.125000 Penalty: 4186.609375
	Iteration 12Q: 3 clusters Score -270763.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -270850.468750 Penalty: 4186.609375
	Iteration 13Q: 3 clusters Score -270850.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -270925.500000 Penalty: 4186.609375
	Iteration 14Q: 3 clusters Score -270925.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -270983.406250 Penalty: 4186.609375
	Iteration 15Q: 3 clusters Score -270983.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -271040.687500 Penalty: 4186.609375
	Iteration 16Q: 3 clusters Score -271040.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -271087.250000 Penalty: 4186.609375
	Iteration 17Q: 3 clusters Score -271087.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -271127.687500 Penalty: 4186.609375
	Iteration 18Q: 3 clusters Score -271127.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -271155.031250 Penalty: 4186.609375
	Iteration 19Q: 3 clusters Score -271155 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -271175.062500 Penalty: 4186.609375
	Iteration 20F: 3 clusters Score -271175.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -271197.125000 Penalty: 4186.609375
	Iteration 21Q: 3 clusters Score -271197.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -271212.437500 Penalty: 4186.609375
	Iteration 22Q: 3 clusters Score -271212.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -271225.343750 Penalty: 4186.609375
	Iteration 23Q: 3 clusters Score -271225.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -271236.343750 Penalty: 4186.609375
	Iteration 24Q: 3 clusters Score -271236.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -271247.968750 Penalty: 4186.609375
	Iteration 25Q: 3 clusters Score -271248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -271262.062500 Penalty: 4186.609375
	Iteration 26Q: 3 clusters Score -271262.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -271274.437500 Penalty: 4186.609375
	Iteration 27Q: 3 clusters Score -271274.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -271281.937500 Penalty: 4186.609375
	Iteration 28Q: 3 clusters Score -271281.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -271283.406250 Penalty: 4186.609375
	Iteration 29Q: 3 clusters Score -271283.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -271284.843750 Penalty: 4186.609375
	Iteration 30Q: 3 clusters Score -271284.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -271285.062500 Penalty: 4186.609375
	Iteration 31Q: 3 clusters Score -271285.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -271285.687500 Penalty: 4186.609375
	Iteration 32Q: 3 clusters Score -271285.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -271285.843750 Penalty: 4186.609375
	Iteration 33Q: 3 clusters Score -271285.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -271286.812500 Penalty: 4186.609375
	Iteration 34Q: 3 clusters Score -271286.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -271287.281250 Penalty: 4186.609375
	Iteration 35Q: 3 clusters Score -271287.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -271289.187500 Penalty: 4186.609375
	Iteration 36Q: 3 clusters Score -271289.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -271291.062500 Penalty: 4186.609375
	Iteration 37Q: 3 clusters Score -271291.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -271291.906250 Penalty: 4186.609375
	Iteration 38Q: 3 clusters Score -271291.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -271293.656250 Penalty: 4186.609375
	Iteration 39Q: 3 clusters Score -271293.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -271296.250000 Penalty: 4186.609375
	Iteration 40F: 3 clusters Score -271296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -271299.125000 Penalty: 4186.609375
	Iteration 41Q: 3 clusters Score -271299.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -271302.187500 Penalty: 4186.609375
	Iteration 42Q: 3 clusters Score -271302.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -271305.812500 Penalty: 4186.609375
	Iteration 43Q: 3 clusters Score -271305.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -271306.843750 Penalty: 4186.609375
	Iteration 44Q: 3 clusters Score -271306.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -271310.531250 Penalty: 4186.609375
	Iteration 45Q: 3 clusters Score -271310.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -271314.531250 Penalty: 4186.609375
	Iteration 46Q: 3 clusters Score -271314.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -271317.968750 Penalty: 4186.609375
	Iteration 47Q: 3 clusters Score -271318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -271322.468750 Penalty: 4186.609375
	Iteration 48Q: 3 clusters Score -271322.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -271326.625000 Penalty: 4186.609375
	Iteration 49Q: 3 clusters Score -271326.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -271327.468750 Penalty: 4186.609375
	Iteration 50Q: 3 clusters Score -271327.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -271329.187500 Penalty: 4186.609375
	Iteration 51Q: 3 clusters Score -271329.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -271330.187500 Penalty: 4186.609375
	Iteration 52Q: 3 clusters Score -271330.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -271331.375000 Penalty: 4186.609375
	Iteration 53Q: 3 clusters Score -271331.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -271331.312500 Penalty: 4186.609375
	Iteration 54Q: 3 clusters Score -271331.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -271331.718750 Penalty: 4186.609375
	Iteration 55Q: 3 clusters Score -271331.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -271333.093750 Penalty: 4186.609375
	Iteration 56Q: 3 clusters Score -271333.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -271332.937500 Penalty: 4186.609375
	Iteration 57Q: 3 clusters Score -271332.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -271333.156250 Penalty: 4186.609375
	Iteration 58Q: 3 clusters Score -271333.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -271333.156250 Penalty: 4186.609375
	Iteration 59F: 3 clusters Score -271333.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -1191207.625000 Penalty: 2431.049072
	Iteration 0F: 2 clusters Score -1191208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1178461.750000 Penalty: 4862.098145
	Iteration 0F: 3 clusters Score -1178462 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1182945.375000 Penalty: 4862.098145
	Iteration 1F: 3 clusters Score -1182945 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1183512.000000 Penalty: 4862.098145
	Iteration 2F: 3 clusters Score -1183512 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1184030.500000 Penalty: 4862.098145
	Iteration 3F: 3 clusters Score -1184030 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1184606.875000 Penalty: 4862.098145
	Iteration 4F: 3 clusters Score -1184607 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1185188.000000 Penalty: 4862.098145
	Iteration 5F: 3 clusters Score -1185188 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1185715.250000 Penalty: 4862.098145
	Iteration 6F: 3 clusters Score -1185715 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1186173.625000 Penalty: 4862.098145
	Iteration 7Q: 3 clusters Score -1186174 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1186550.250000 Penalty: 4862.098145
	Iteration 8Q: 3 clusters Score -1186550 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1186843.250000 Penalty: 4862.098145
	Iteration 9Q: 3 clusters Score -1186843 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1187030.125000 Penalty: 4862.098145
	Iteration 10Q: 3 clusters Score -1187030 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1187177.125000 Penalty: 4862.098145
	Iteration 11Q: 3 clusters Score -1187177 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1187287.000000 Penalty: 4862.098145
	Iteration 12Q: 3 clusters Score -1187287 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1187376.750000 Penalty: 4862.098145
	Iteration 13Q: 3 clusters Score -1187377 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1187468.500000 Penalty: 4862.098145
	Iteration 14Q: 3 clusters Score -1187468 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1187549.625000 Penalty: 4862.098145
	Iteration 15Q: 3 clusters Score -1187550 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1187629.125000 Penalty: 4862.098145
	Iteration 16Q: 3 clusters Score -1187629 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1187718.375000 Penalty: 4862.098145
	Iteration 17Q: 3 clusters Score -1187718 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1187781.500000 Penalty: 4862.098145
	Iteration 18Q: 3 clusters Score -1187782 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1187864.500000 Penalty: 4862.098145
	Iteration 19Q: 3 clusters Score -1187864 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1187958.000000 Penalty: 4862.098145
	Iteration 20F: 3 clusters Score -1187958 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1188061.375000 Penalty: 4862.098145
	Iteration 21Q: 3 clusters Score -1188061 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1188156.000000 Penalty: 4862.098145
	Iteration 22Q: 3 clusters Score -1188156 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1188235.000000 Penalty: 4862.098145
	Iteration 23Q: 3 clusters Score -1188235 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1188325.250000 Penalty: 4862.098145
	Iteration 24Q: 3 clusters Score -1188325 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1188402.750000 Penalty: 4862.098145
	Iteration 25Q: 3 clusters Score -1188403 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1188469.500000 Penalty: 4862.098145
	Iteration 26Q: 3 clusters Score -1188470 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1188545.000000 Penalty: 4862.098145
	Iteration 27Q: 3 clusters Score -1188545 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1188612.125000 Penalty: 4862.098145
	Iteration 28Q: 3 clusters Score -1188612 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1188656.875000 Penalty: 4862.098145
	Iteration 29Q: 3 clusters Score -1188657 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1188704.875000 Penalty: 4862.098145
	Iteration 30Q: 3 clusters Score -1188705 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1188749.250000 Penalty: 4862.098145
	Iteration 31Q: 3 clusters Score -1188749 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1188799.125000 Penalty: 4862.098145
	Iteration 32Q: 3 clusters Score -1188799 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1188838.000000 Penalty: 4862.098145
	Iteration 33Q: 3 clusters Score -1188838 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1188876.250000 Penalty: 4862.098145
	Iteration 34Q: 3 clusters Score -1188876 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1188904.500000 Penalty: 4862.098145
	Iteration 35Q: 3 clusters Score -1188904 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1188936.000000 Penalty: 4862.098145
	Iteration 36Q: 3 clusters Score -1188936 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1188965.500000 Penalty: 4862.098145
	Iteration 37Q: 3 clusters Score -1188966 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1188998.375000 Penalty: 4862.098145
	Iteration 38Q: 3 clusters Score -1188998 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1189028.125000 Penalty: 4862.098145
	Iteration 39Q: 3 clusters Score -1189028 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1189069.750000 Penalty: 4862.098145
	Iteration 40F: 3 clusters Score -1189070 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1189095.750000 Penalty: 4862.098145
	Iteration 41Q: 3 clusters Score -1189096 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1189122.500000 Penalty: 4862.098145
	Iteration 42Q: 3 clusters Score -1189122 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1189155.875000 Penalty: 4862.098145
	Iteration 43Q: 3 clusters Score -1189156 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1189183.250000 Penalty: 4862.098145
	Iteration 44Q: 3 clusters Score -1189183 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1189211.750000 Penalty: 4862.098145
	Iteration 45Q: 3 clusters Score -1189212 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1189247.875000 Penalty: 4862.098145
	Iteration 46Q: 3 clusters Score -1189248 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1189272.125000 Penalty: 4862.098145
	Iteration 47Q: 3 clusters Score -1189272 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1189304.375000 Penalty: 4862.098145
	Iteration 48Q: 3 clusters Score -1189304 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1189336.750000 Penalty: 4862.098145
	Iteration 49Q: 3 clusters Score -1189337 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1189364.375000 Penalty: 4862.098145
	Iteration 50Q: 3 clusters Score -1189364 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1189385.625000 Penalty: 4862.098145
	Iteration 51Q: 3 clusters Score -1189386 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1189402.250000 Penalty: 4862.098145
	Iteration 52Q: 3 clusters Score -1189402 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1189424.625000 Penalty: 4862.098145
	Iteration 53Q: 3 clusters Score -1189425 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1189431.625000 Penalty: 4862.098145
	Iteration 54Q: 3 clusters Score -1189432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1189445.250000 Penalty: 4862.098145
	Iteration 55Q: 3 clusters Score -1189445 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1189451.625000 Penalty: 4862.098145
	Iteration 56Q: 3 clusters Score -1189452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1189461.500000 Penalty: 4862.098145
	Iteration 57Q: 3 clusters Score -1189462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1189467.125000 Penalty: 4862.098145
	Iteration 58Q: 3 clusters Score -1189467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1189471.000000 Penalty: 4862.098145
	Iteration 59Q: 3 clusters Score -1189471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1189475.625000 Penalty: 4862.098145
	Iteration 60F: 3 clusters Score -1189476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1189474.250000 Penalty: 4862.098145
	Iteration 61Q: 3 clusters Score -1189474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1189478.000000 Penalty: 4862.098145
	Iteration 62Q: 3 clusters Score -1189478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1189482.250000 Penalty: 4862.098145
	Iteration 63Q: 3 clusters Score -1189482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1189482.875000 Penalty: 4862.098145
	Iteration 64Q: 3 clusters Score -1189483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1189483.250000 Penalty: 4862.098145
	Iteration 65Q: 3 clusters Score -1189483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1189482.500000 Penalty: 4862.098145
	Iteration 66Q: 3 clusters Score -1189482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1189485.750000 Penalty: 4862.098145
	Iteration 67Q: 3 clusters Score -1189486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1189486.000000 Penalty: 4862.098145
	Iteration 68Q: 3 clusters Score -1189486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1189486.000000 Penalty: 4862.098145
	Iteration 69F: 3 clusters Score -1189486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (40407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Entering Unmasked Estep 
Score: -3190876.500000 Penalty: 2630.476074
	Iteration 0F: 2 clusters Score -3190876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -3163429.250000 Penalty: 5260.952148
	Iteration 0F: 3 clusters Score -3163429 nChanged 18575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -3173681.000000 Penalty: 5260.952148
	Iteration 1F: 3 clusters Score -3173681 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -3174625.750000 Penalty: 5260.952148
	Iteration 2F: 3 clusters Score -3174626 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -3175838.000000 Penalty: 5260.952148
	Iteration 3F: 3 clusters Score -3175838 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -3177288.250000 Penalty: 5260.952148
	Iteration 4F: 3 clusters Score -3177288 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -3179218.000000 Penalty: 5260.952148
	Iteration 5F: 3 clusters Score -3179218 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -3181421.000000 Penalty: 5260.952148
	Iteration 6F: 3 clusters Score -3181421 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -3183343.250000 Penalty: 5260.952148
	Iteration 7F: 3 clusters Score -3183343 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -3184620.500000 Penalty: 5260.952148
	Iteration 8Q: 3 clusters Score -3184620 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -3185420.000000 Penalty: 5260.952148
	Iteration 9Q: 3 clusters Score -3185420 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -3186005.250000 Penalty: 5260.952148
	Iteration 10Q: 3 clusters Score -3186005 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -3186465.750000 Penalty: 5260.952148
	Iteration 11Q: 3 clusters Score -3186466 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -3186870.000000 Penalty: 5260.952148
	Iteration 12Q: 3 clusters Score -3186870 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -3187239.750000 Penalty: 5260.952148
	Iteration 13Q: 3 clusters Score -3187240 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -3187604.500000 Penalty: 5260.952148
	Iteration 14Q: 3 clusters Score -3187604 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -3187963.750000 Penalty: 5260.952148
	Iteration 15Q: 3 clusters Score -3187964 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -3188356.750000 Penalty: 5260.952148
	Iteration 16Q: 3 clusters Score -3188357 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -3188713.250000 Penalty: 5260.952148
	Iteration 17Q: 3 clusters Score -3188713 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -3189015.500000 Penalty: 5260.952148
	Iteration 18Q: 3 clusters Score -3189016 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -3189179.000000 Penalty: 5260.952148
	Iteration 19Q: 3 clusters Score -3189179 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -3189288.500000 Penalty: 5260.952148
	Iteration 20F: 3 clusters Score -3189288 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -3189357.500000 Penalty: 5260.952148
	Iteration 21Q: 3 clusters Score -3189358 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -3189412.750000 Penalty: 5260.952148
	Iteration 22Q: 3 clusters Score -3189413 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -3189451.750000 Penalty: 5260.952148
	Iteration 23Q: 3 clusters Score -3189452 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -3189460.500000 Penalty: 5260.952148
	Iteration 24Q: 3 clusters Score -3189460 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -3189473.750000 Penalty: 5260.952148
	Iteration 25Q: 3 clusters Score -3189474 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -3189467.750000 Penalty: 5260.952148
	Iteration 26Q: 3 clusters Score -3189468 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -3189475.750000 Penalty: 5260.952148
	Iteration 27Q: 3 clusters Score -3189476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -3189475.250000 Penalty: 5260.952148
	Iteration 28Q: 3 clusters Score -3189475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -3189477.500000 Penalty: 5260.952148
	Iteration 29Q: 3 clusters Score -3189478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -3189468.000000 Penalty: 5260.952148
	Iteration 30Q: 3 clusters Score -3189468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -3189467.250000 Penalty: 5260.952148
	Iteration 31Q: 3 clusters Score -3189467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -3189471.500000 Penalty: 5260.952148
	Iteration 32Q: 3 clusters Score -3189472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -3189474.750000 Penalty: 5260.952148
	Iteration 33Q: 3 clusters Score -3189475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -3189482.000000 Penalty: 5260.952148
	Iteration 34Q: 3 clusters Score -3189482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -3189487.750000 Penalty: 5260.952148
	Iteration 35Q: 3 clusters Score -3189488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -3189490.250000 Penalty: 5260.952148
	Iteration 36Q: 3 clusters Score -3189490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -3189488.250000 Penalty: 5260.952148
	Iteration 37Q: 3 clusters Score -3189488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -3189488.250000 Penalty: 5260.952148
	Iteration 38F: 3 clusters Score -3189488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Entering Unmasked Estep 
Score: -963520.250000 Penalty: 2352.659668
	Iteration 0F: 2 clusters Score -963520.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -953873.562500 Penalty: 4705.319336
	Iteration 0F: 3 clusters Score -953873.6 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -956961.625000 Penalty: 4705.319336
	Iteration 1F: 3 clusters Score -956961.6 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -957401.687500 Penalty: 4705.319336
	Iteration 2F: 3 clusters Score -957401.7 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -957831.875000 Penalty: 4705.319336
	Iteration 3F: 3 clusters Score -957831.9 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -958337.625000 Penalty: 4705.319336
	Iteration 4F: 3 clusters Score -958337.6 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -958892.750000 Penalty: 4705.319336
	Iteration 5F: 3 clusters Score -958892.8 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -959455.500000 Penalty: 4705.319336
	Iteration 6F: 3 clusters Score -959455.5 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -959973.687500 Penalty: 4705.319336
	Iteration 7F: 3 clusters Score -959973.7 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -960380.125000 Penalty: 4705.319336
	Iteration 8Q: 3 clusters Score -960380.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -960694.625000 Penalty: 4705.319336
	Iteration 9Q: 3 clusters Score -960694.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -960943.937500 Penalty: 4705.319336
	Iteration 10Q: 3 clusters Score -960943.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -961139.187500 Penalty: 4705.319336
	Iteration 11Q: 3 clusters Score -961139.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -961286.000000 Penalty: 4705.319336
	Iteration 12Q: 3 clusters Score -961286 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -961397.125000 Penalty: 4705.319336
	Iteration 13Q: 3 clusters Score -961397.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -961472.125000 Penalty: 4705.319336
	Iteration 14Q: 3 clusters Score -961472.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -961515.562500 Penalty: 4705.319336
	Iteration 15Q: 3 clusters Score -961515.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -961547.812500 Penalty: 4705.319336
	Iteration 16Q: 3 clusters Score -961547.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -961582.062500 Penalty: 4705.319336
	Iteration 17Q: 3 clusters Score -961582.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -961620.125000 Penalty: 4705.319336
	Iteration 18Q: 3 clusters Score -961620.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -961662.062500 Penalty: 4705.319336
	Iteration 19Q: 3 clusters Score -961662.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -961697.187500 Penalty: 4705.319336
	Iteration 20F: 3 clusters Score -961697.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -961726.000000 Penalty: 4705.319336
	Iteration 21Q: 3 clusters Score -961726 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -961751.875000 Penalty: 4705.319336
	Iteration 22Q: 3 clusters Score -961751.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -961777.437500 Penalty: 4705.319336
	Iteration 23Q: 3 clusters Score -961777.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -961799.562500 Penalty: 4705.319336
	Iteration 24Q: 3 clusters Score -961799.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -961813.687500 Penalty: 4705.319336
	Iteration 25Q: 3 clusters Score -961813.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -961823.625000 Penalty: 4705.319336
	Iteration 26Q: 3 clusters Score -961823.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -961832.687500 Penalty: 4705.319336
	Iteration 27Q: 3 clusters Score -961832.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -961843.562500 Penalty: 4705.319336
	Iteration 28Q: 3 clusters Score -961843.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -961849.812500 Penalty: 4705.319336
	Iteration 29Q: 3 clusters Score -961849.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -961852.000000 Penalty: 4705.319336
	Iteration 30Q: 3 clusters Score -961852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -961852.625000 Penalty: 4705.319336
	Iteration 31Q: 3 clusters Score -961852.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -961856.875000 Penalty: 4705.319336
	Iteration 32Q: 3 clusters Score -961856.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -961861.312500 Penalty: 4705.319336
	Iteration 33Q: 3 clusters Score -961861.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -961862.062500 Penalty: 4705.319336
	Iteration 34Q: 3 clusters Score -961862.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -961863.062500 Penalty: 4705.319336
	Iteration 35Q: 3 clusters Score -961863.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -961864.312500 Penalty: 4705.319336
	Iteration 36Q: 3 clusters Score -961864.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -961863.937500 Penalty: 4705.319336
	Iteration 37Q: 3 clusters Score -961863.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -961867.250000 Penalty: 4705.319336
	Iteration 38Q: 3 clusters Score -961867.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -961868.125000 Penalty: 4705.319336
	Iteration 39Q: 3 clusters Score -961868.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -961869.437500 Penalty: 4705.319336
	Iteration 40F: 3 clusters Score -961869.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -961868.062500 Penalty: 4705.319336
	Iteration 41Q: 3 clusters Score -961868.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -961871.875000 Penalty: 4705.319336
	Iteration 42Q: 3 clusters Score -961871.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -961872.875000 Penalty: 4705.319336
	Iteration 43Q: 3 clusters Score -961872.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -961873.500000 Penalty: 4705.319336
	Iteration 44Q: 3 clusters Score -961873.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -961873.500000 Penalty: 4705.319336
	Iteration 45Q: 3 clusters Score -961873.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -961873.312500 Penalty: 4705.319336
	Iteration 46Q: 3 clusters Score -961873.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -961872.562500 Penalty: 4705.319336
	Iteration 47Q: 3 clusters Score -961872.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -961873.687500 Penalty: 4705.319336
	Iteration 48Q: 3 clusters Score -961873.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -961874.187500 Penalty: 4705.319336
	Iteration 49Q: 3 clusters Score -961874.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -961873.937500 Penalty: 4705.319336
	Iteration 50Q: 3 clusters Score -961873.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -961875.562500 Penalty: 4705.319336
	Iteration 51Q: 3 clusters Score -961875.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -961875.625000 Penalty: 4705.319336
	Iteration 52Q: 3 clusters Score -961875.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -961876.750000 Penalty: 4705.319336
	Iteration 53Q: 3 clusters Score -961876.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -961876.187500 Penalty: 4705.319336
	Iteration 54Q: 3 clusters Score -961876.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -961876.187500 Penalty: 4705.319336
	Iteration 55F: 3 clusters Score -961876.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Entering Unmasked Estep 
Score: -93219.312500 Penalty: 1847.331177
	Iteration 0F: 2 clusters Score -93219.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -90821.093750 Penalty: 3694.662354
	Iteration 0F: 3 clusters Score -90821.09 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -91325.007812 Penalty: 3694.662354
	Iteration 1F: 3 clusters Score -91325.01 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -91502.609375 Penalty: 3694.662354
	Iteration 2F: 3 clusters Score -91502.61 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -91656.960938 Penalty: 3694.662354
	Iteration 3F: 3 clusters Score -91656.96 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -91759.718750 Penalty: 3694.662354
	Iteration 4Q: 3 clusters Score -91759.72 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -91857.601562 Penalty: 3694.662354
	Iteration 5Q: 3 clusters Score -91857.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -91960.765625 Penalty: 3694.662354
	Iteration 6Q: 3 clusters Score -91960.77 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -92082.007812 Penalty: 3694.662354
	Iteration 7Q: 3 clusters Score -92082.01 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -92210.640625 Penalty: 3694.662354
	Iteration 8Q: 3 clusters Score -92210.64 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -92327.828125 Penalty: 3694.662354
	Iteration 9Q: 3 clusters Score -92327.83 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -92399.875000 Penalty: 3694.662354
	Iteration 10Q: 3 clusters Score -92399.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -92444.695312 Penalty: 3694.662354
	Iteration 11Q: 3 clusters Score -92444.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -92472.539062 Penalty: 3694.662354
	Iteration 12Q: 3 clusters Score -92472.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -92498.507812 Penalty: 3694.662354
	Iteration 13Q: 3 clusters Score -92498.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -92513.703125 Penalty: 3694.662354
	Iteration 14Q: 3 clusters Score -92513.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -92525.273438 Penalty: 3694.662354
	Iteration 15Q: 3 clusters Score -92525.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -92545.046875 Penalty: 3694.662354
	Iteration 16Q: 3 clusters Score -92545.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -92556.906250 Penalty: 3694.662354
	Iteration 17Q: 3 clusters Score -92556.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -92568.085938 Penalty: 3694.662354
	Iteration 18Q: 3 clusters Score -92568.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -92573.765625 Penalty: 3694.662354
	Iteration 19Q: 3 clusters Score -92573.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -92578.320312 Penalty: 3694.662354
	Iteration 20F: 3 clusters Score -92578.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -92592.265625 Penalty: 3694.662354
	Iteration 21Q: 3 clusters Score -92592.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -92599.179688 Penalty: 3694.662354
	Iteration 22Q: 3 clusters Score -92599.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -92617.750000 Penalty: 3694.662354
	Iteration 23Q: 3 clusters Score -92617.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -92623.992188 Penalty: 3694.662354
	Iteration 24Q: 3 clusters Score -92623.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -92626.320312 Penalty: 3694.662354
	Iteration 25Q: 3 clusters Score -92626.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -92626.320312 Penalty: 3694.662354
	Iteration 26F: 3 clusters Score -92626.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Entering Unmasked Estep 
Score: -360237.031250 Penalty: 2112.412598
	Iteration 0F: 2 clusters Score -360237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -355644.906250 Penalty: 4224.825195
	Iteration 0F: 3 clusters Score -355644.9 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -356924.718750 Penalty: 4224.825195
	Iteration 1F: 3 clusters Score -356924.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -357452.437500 Penalty: 4224.825195
	Iteration 2F: 3 clusters Score -357452.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -357963.625000 Penalty: 4224.825195
	Iteration 3F: 3 clusters Score -357963.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -358407.718750 Penalty: 4224.825195
	Iteration 4F: 3 clusters Score -358407.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -358705.343750 Penalty: 4224.825195
	Iteration 5F: 3 clusters Score -358705.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -358926.531250 Penalty: 4224.825195
	Iteration 6Q: 3 clusters Score -358926.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -359071.843750 Penalty: 4224.825195
	Iteration 7Q: 3 clusters Score -359071.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -359150.906250 Penalty: 4224.825195
	Iteration 8Q: 3 clusters Score -359150.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -359186.250000 Penalty: 4224.825195
	Iteration 9Q: 3 clusters Score -359186.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -359207.468750 Penalty: 4224.825195
	Iteration 10Q: 3 clusters Score -359207.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -359222.468750 Penalty: 4224.825195
	Iteration 11Q: 3 clusters Score -359222.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -359235.906250 Penalty: 4224.825195
	Iteration 12Q: 3 clusters Score -359235.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -359245.937500 Penalty: 4224.825195
	Iteration 13Q: 3 clusters Score -359245.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -359255.531250 Penalty: 4224.825195
	Iteration 14Q: 3 clusters Score -359255.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -359268.156250 Penalty: 4224.825195
	Iteration 15Q: 3 clusters Score -359268.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -359279.656250 Penalty: 4224.825195
	Iteration 16Q: 3 clusters Score -359279.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -359285.375000 Penalty: 4224.825195
	Iteration 17Q: 3 clusters Score -359285.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -359287.000000 Penalty: 4224.825195
	Iteration 18Q: 3 clusters Score -359287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -359290.406250 Penalty: 4224.825195
	Iteration 19Q: 3 clusters Score -359290.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -359292.875000 Penalty: 4224.825195
	Iteration 20F: 3 clusters Score -359292.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -359295.062500 Penalty: 4224.825195
	Iteration 21Q: 3 clusters Score -359295.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -359297.500000 Penalty: 4224.825195
	Iteration 22Q: 3 clusters Score -359297.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -359302.125000 Penalty: 4224.825195
	Iteration 23Q: 3 clusters Score -359302.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -359309.625000 Penalty: 4224.825195
	Iteration 24Q: 3 clusters Score -359309.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -359313.000000 Penalty: 4224.825195
	Iteration 25Q: 3 clusters Score -359313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -359317.937500 Penalty: 4224.825195
	Iteration 26Q: 3 clusters Score -359317.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -359322.906250 Penalty: 4224.825195
	Iteration 27Q: 3 clusters Score -359322.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -359325.843750 Penalty: 4224.825195
	Iteration 28Q: 3 clusters Score -359325.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -359328.156250 Penalty: 4224.825195
	Iteration 29Q: 3 clusters Score -359328.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -359329.937500 Penalty: 4224.825195
	Iteration 30Q: 3 clusters Score -359329.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -359332.562500 Penalty: 4224.825195
	Iteration 31Q: 3 clusters Score -359332.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -359333.312500 Penalty: 4224.825195
	Iteration 32Q: 3 clusters Score -359333.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -359335.312500 Penalty: 4224.825195
	Iteration 33Q: 3 clusters Score -359335.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -359335.000000 Penalty: 4224.825195
	Iteration 34Q: 3 clusters Score -359335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -359337.406250 Penalty: 4224.825195
	Iteration 35Q: 3 clusters Score -359337.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -359339.250000 Penalty: 4224.825195
	Iteration 36Q: 3 clusters Score -359339.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -359340.375000 Penalty: 4224.825195
	Iteration 37Q: 3 clusters Score -359340.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -359340.406250 Penalty: 4224.825195
	Iteration 38Q: 3 clusters Score -359340.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -359340.718750 Penalty: 4224.825195
	Iteration 39Q: 3 clusters Score -359340.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -359341.156250 Penalty: 4224.825195
	Iteration 40F: 3 clusters Score -359341.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -359341.125000 Penalty: 4224.825195
	Iteration 41Q: 3 clusters Score -359341.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -359341.125000 Penalty: 4224.825195
	Iteration 42F: 3 clusters Score -359341.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (29124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Entering Unmasked Estep 
Score: -2191963.500000 Penalty: 2549.270752
	Iteration 0F: 2 clusters Score -2191964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2171885.750000 Penalty: 5098.541504
	Iteration 0F: 3 clusters Score -2171886 nChanged 13147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2179061.250000 Penalty: 5098.541504
	Iteration 1F: 3 clusters Score -2179061 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2179758.750000 Penalty: 5098.541504
	Iteration 2F: 3 clusters Score -2179759 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2180553.250000 Penalty: 5098.541504
	Iteration 3F: 3 clusters Score -2180553 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2181366.000000 Penalty: 5098.541504
	Iteration 4F: 3 clusters Score -2181366 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2182214.250000 Penalty: 5098.541504
	Iteration 5F: 3 clusters Score -2182214 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2183092.750000 Penalty: 5098.541504
	Iteration 6F: 3 clusters Score -2183093 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2184037.750000 Penalty: 5098.541504
	Iteration 7F: 3 clusters Score -2184038 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2184976.250000 Penalty: 5098.541504
	Iteration 8F: 3 clusters Score -2184976 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2185769.250000 Penalty: 5098.541504
	Iteration 9Q: 3 clusters Score -2185769 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2186415.000000 Penalty: 5098.541504
	Iteration 10Q: 3 clusters Score -2186415 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2186883.250000 Penalty: 5098.541504
	Iteration 11Q: 3 clusters Score -2186883 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2187252.750000 Penalty: 5098.541504
	Iteration 12Q: 3 clusters Score -2187253 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2187547.000000 Penalty: 5098.541504
	Iteration 13Q: 3 clusters Score -2187547 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2187827.750000 Penalty: 5098.541504
	Iteration 14Q: 3 clusters Score -2187828 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2188097.500000 Penalty: 5098.541504
	Iteration 15Q: 3 clusters Score -2188098 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -2188388.250000 Penalty: 5098.541504
	Iteration 16Q: 3 clusters Score -2188388 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2188718.500000 Penalty: 5098.541504
	Iteration 17Q: 3 clusters Score -2188718 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -2189088.750000 Penalty: 5098.541504
	Iteration 18Q: 3 clusters Score -2189089 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -2189421.750000 Penalty: 5098.541504
	Iteration 19Q: 3 clusters Score -2189422 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -2189608.250000 Penalty: 5098.541504
	Iteration 20F: 3 clusters Score -2189608 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -2189763.000000 Penalty: 5098.541504
	Iteration 21Q: 3 clusters Score -2189763 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -2189876.250000 Penalty: 5098.541504
	Iteration 22Q: 3 clusters Score -2189876 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -2189978.250000 Penalty: 5098.541504
	Iteration 23Q: 3 clusters Score -2189978 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -2190062.500000 Penalty: 5098.541504
	Iteration 24Q: 3 clusters Score -2190062 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -2190148.750000 Penalty: 5098.541504
	Iteration 25Q: 3 clusters Score -2190149 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -2190222.250000 Penalty: 5098.541504
	Iteration 26Q: 3 clusters Score -2190222 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -2190280.000000 Penalty: 5098.541504
	Iteration 27Q: 3 clusters Score -2190280 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -2190334.250000 Penalty: 5098.541504
	Iteration 28Q: 3 clusters Score -2190334 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -2190382.750000 Penalty: 5098.541504
	Iteration 29Q: 3 clusters Score -2190383 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -2190412.500000 Penalty: 5098.541504
	Iteration 30Q: 3 clusters Score -2190412 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -2190445.750000 Penalty: 5098.541504
	Iteration 31Q: 3 clusters Score -2190446 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -2190471.000000 Penalty: 5098.541504
	Iteration 32Q: 3 clusters Score -2190471 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -2190498.000000 Penalty: 5098.541504
	Iteration 33Q: 3 clusters Score -2190498 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -2190510.500000 Penalty: 5098.541504
	Iteration 34Q: 3 clusters Score -2190510 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -2190516.250000 Penalty: 5098.541504
	Iteration 35Q: 3 clusters Score -2190516 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -2190534.750000 Penalty: 5098.541504
	Iteration 36Q: 3 clusters Score -2190535 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -2190545.500000 Penalty: 5098.541504
	Iteration 37Q: 3 clusters Score -2190546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -2190557.000000 Penalty: 5098.541504
	Iteration 38Q: 3 clusters Score -2190557 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -2190574.750000 Penalty: 5098.541504
	Iteration 39Q: 3 clusters Score -2190575 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -2190584.250000 Penalty: 5098.541504
	Iteration 40F: 3 clusters Score -2190584 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -2190586.500000 Penalty: 5098.541504
	Iteration 41Q: 3 clusters Score -2190586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -2190604.500000 Penalty: 5098.541504
	Iteration 42Q: 3 clusters Score -2190604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -2190606.250000 Penalty: 5098.541504
	Iteration 43Q: 3 clusters Score -2190606 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -2190606.500000 Penalty: 5098.541504
	Iteration 44Q: 3 clusters Score -2190606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -2190616.250000 Penalty: 5098.541504
	Iteration 45Q: 3 clusters Score -2190616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -2190622.500000 Penalty: 5098.541504
	Iteration 46Q: 3 clusters Score -2190622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -2190624.750000 Penalty: 5098.541504
	Iteration 47Q: 3 clusters Score -2190625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -2190624.250000 Penalty: 5098.541504
	Iteration 48Q: 3 clusters Score -2190624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -2190631.750000 Penalty: 5098.541504
	Iteration 49Q: 3 clusters Score -2190632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -2190635.250000 Penalty: 5098.541504
	Iteration 50Q: 3 clusters Score -2190635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -2190638.500000 Penalty: 5098.541504
	Iteration 51Q: 3 clusters Score -2190638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -2190636.000000 Penalty: 5098.541504
	Iteration 52Q: 3 clusters Score -2190636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -2190643.750000 Penalty: 5098.541504
	Iteration 53Q: 3 clusters Score -2190644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -2190639.250000 Penalty: 5098.541504
	Iteration 54Q: 3 clusters Score -2190639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -2190644.250000 Penalty: 5098.541504
	Iteration 55Q: 3 clusters Score -2190644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -2190647.500000 Penalty: 5098.541504
	Iteration 56Q: 3 clusters Score -2190648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -2190652.250000 Penalty: 5098.541504
	Iteration 57Q: 3 clusters Score -2190652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -2190658.000000 Penalty: 5098.541504
	Iteration 58Q: 3 clusters Score -2190658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -2190659.250000 Penalty: 5098.541504
	Iteration 59Q: 3 clusters Score -2190659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -2190660.500000 Penalty: 5098.541504
	Iteration 60F: 3 clusters Score -2190660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -2190659.250000 Penalty: 5098.541504
	Iteration 61Q: 3 clusters Score -2190659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -2190660.500000 Penalty: 5098.541504
	Iteration 62Q: 3 clusters Score -2190660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -2190663.500000 Penalty: 5098.541504
	Iteration 63Q: 3 clusters Score -2190664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -2190665.750000 Penalty: 5098.541504
	Iteration 64Q: 3 clusters Score -2190666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -2190665.000000 Penalty: 5098.541504
	Iteration 65Q: 3 clusters Score -2190665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -2190662.500000 Penalty: 5098.541504
	Iteration 66Q: 3 clusters Score -2190662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -2190660.250000 Penalty: 5098.541504
	Iteration 67Q: 3 clusters Score -2190660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -2190660.250000 Penalty: 5098.541504
	Iteration 68Q: 3 clusters Score -2190660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -2190661.000000 Penalty: 5098.541504
	Iteration 69Q: 3 clusters Score -2190661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -2190659.500000 Penalty: 5098.541504
	Iteration 70Q: 3 clusters Score -2190660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -2190659.500000 Penalty: 5098.541504
	Iteration 71F: 3 clusters Score -2190660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Entering Unmasked Estep 
Score: -653665.125000 Penalty: 2243.363281
	Iteration 0F: 2 clusters Score -653665.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -646994.812500 Penalty: 4486.726562
	Iteration 0F: 3 clusters Score -646994.8 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -649100.312500 Penalty: 4486.726562
	Iteration 1F: 3 clusters Score -649100.3 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -649509.062500 Penalty: 4486.726562
	Iteration 2F: 3 clusters Score -649509.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -649917.187500 Penalty: 4486.726562
	Iteration 3F: 3 clusters Score -649917.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -650348.062500 Penalty: 4486.726562
	Iteration 4F: 3 clusters Score -650348.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -650770.062500 Penalty: 4486.726562
	Iteration 5F: 3 clusters Score -650770.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -651215.500000 Penalty: 4486.726562
	Iteration 6F: 3 clusters Score -651215.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -651530.187500 Penalty: 4486.726562
	Iteration 7Q: 3 clusters Score -651530.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -651820.437500 Penalty: 4486.726562
	Iteration 8Q: 3 clusters Score -651820.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -652083.375000 Penalty: 4486.726562
	Iteration 9Q: 3 clusters Score -652083.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -652352.625000 Penalty: 4486.726562
	Iteration 10Q: 3 clusters Score -652352.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -652614.500000 Penalty: 4486.726562
	Iteration 11Q: 3 clusters Score -652614.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -652832.125000 Penalty: 4486.726562
	Iteration 12Q: 3 clusters Score -652832.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -652942.875000 Penalty: 4486.726562
	Iteration 13Q: 3 clusters Score -652942.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -652992.125000 Penalty: 4486.726562
	Iteration 14Q: 3 clusters Score -652992.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -653013.750000 Penalty: 4486.726562
	Iteration 15Q: 3 clusters Score -653013.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -653023.062500 Penalty: 4486.726562
	Iteration 16Q: 3 clusters Score -653023.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -653030.500000 Penalty: 4486.726562
	Iteration 17Q: 3 clusters Score -653030.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -653035.437500 Penalty: 4486.726562
	Iteration 18Q: 3 clusters Score -653035.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -653038.062500 Penalty: 4486.726562
	Iteration 19Q: 3 clusters Score -653038.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -653037.625000 Penalty: 4486.726562
	Iteration 20F: 3 clusters Score -653037.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -653038.750000 Penalty: 4486.726562
	Iteration 21Q: 3 clusters Score -653038.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -653040.187500 Penalty: 4486.726562
	Iteration 22Q: 3 clusters Score -653040.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -653040.187500 Penalty: 4486.726562
	Iteration 23F: 3 clusters Score -653040.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Entering Unmasked Estep 
Score: -428812.843750 Penalty: 2147.269531
	Iteration 0F: 2 clusters Score -428812.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -423853.968750 Penalty: 4294.539062
	Iteration 0F: 3 clusters Score -423854 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -425219.250000 Penalty: 4294.539062
	Iteration 1F: 3 clusters Score -425219.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -425487.093750 Penalty: 4294.539062
	Iteration 2F: 3 clusters Score -425487.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -425701.406250 Penalty: 4294.539062
	Iteration 3F: 3 clusters Score -425701.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -425893.000000 Penalty: 4294.539062
	Iteration 4Q: 3 clusters Score -425893 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -426080.156250 Penalty: 4294.539062
	Iteration 5Q: 3 clusters Score -426080.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -426231.250000 Penalty: 4294.539062
	Iteration 6Q: 3 clusters Score -426231.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -426384.125000 Penalty: 4294.539062
	Iteration 7Q: 3 clusters Score -426384.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -426500.750000 Penalty: 4294.539062
	Iteration 8Q: 3 clusters Score -426500.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -426600.250000 Penalty: 4294.539062
	Iteration 9Q: 3 clusters Score -426600.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -426680.937500 Penalty: 4294.539062
	Iteration 10Q: 3 clusters Score -426680.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -426741.093750 Penalty: 4294.539062
	Iteration 11Q: 3 clusters Score -426741.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -426784.031250 Penalty: 4294.539062
	Iteration 12Q: 3 clusters Score -426784 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -426818.812500 Penalty: 4294.539062
	Iteration 13Q: 3 clusters Score -426818.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -426848.937500 Penalty: 4294.539062
	Iteration 14Q: 3 clusters Score -426848.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -426868.312500 Penalty: 4294.539062
	Iteration 15Q: 3 clusters Score -426868.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -426882.468750 Penalty: 4294.539062
	Iteration 16Q: 3 clusters Score -426882.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -426892.625000 Penalty: 4294.539062
	Iteration 17Q: 3 clusters Score -426892.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -426900.812500 Penalty: 4294.539062
	Iteration 18Q: 3 clusters Score -426900.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -426906.718750 Penalty: 4294.539062
	Iteration 19Q: 3 clusters Score -426906.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -426913.437500 Penalty: 4294.539062
	Iteration 20F: 3 clusters Score -426913.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -426915.093750 Penalty: 4294.539062
	Iteration 21Q: 3 clusters Score -426915.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -426919.187500 Penalty: 4294.539062
	Iteration 22Q: 3 clusters Score -426919.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -426922.812500 Penalty: 4294.539062
	Iteration 23Q: 3 clusters Score -426922.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -426924.312500 Penalty: 4294.539062
	Iteration 24Q: 3 clusters Score -426924.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -426927.031250 Penalty: 4294.539062
	Iteration 25Q: 3 clusters Score -426927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -426928.718750 Penalty: 4294.539062
	Iteration 26Q: 3 clusters Score -426928.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -426930.687500 Penalty: 4294.539062
	Iteration 27Q: 3 clusters Score -426930.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -426930.375000 Penalty: 4294.539062
	Iteration 28Q: 3 clusters Score -426930.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -426931.812500 Penalty: 4294.539062
	Iteration 29Q: 3 clusters Score -426931.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -426931.906250 Penalty: 4294.539062
	Iteration 30Q: 3 clusters Score -426931.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -426933.062500 Penalty: 4294.539062
	Iteration 31Q: 3 clusters Score -426933.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -426933.062500 Penalty: 4294.539062
	Iteration 32F: 3 clusters Score -426933.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Entering Unmasked Estep 
Score: -220339.125000 Penalty: 2043.157104
	Iteration 0F: 2 clusters Score -220339.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -216661.781250 Penalty: 4086.314209
	Iteration 0F: 3 clusters Score -216661.8 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -217819.578125 Penalty: 4086.314209
	Iteration 1F: 3 clusters Score -217819.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -218460.906250 Penalty: 4086.314209
	Iteration 2F: 3 clusters Score -218460.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -219139.828125 Penalty: 4086.314209
	Iteration 3F: 3 clusters Score -219139.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -219853.484375 Penalty: 4086.314209
	Iteration 4F: 3 clusters Score -219853.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -220318.015625 Penalty: 4086.314209
	Iteration 5F: 3 clusters Score -220318 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -220540.437500 Penalty: 4086.314209
	Iteration 6Q: 3 clusters Score -220540.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -220650.921875 Penalty: 4086.314209
	Iteration 7Q: 3 clusters Score -220650.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -220697.562500 Penalty: 4086.314209
	Iteration 8Q: 3 clusters Score -220697.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -220719.250000 Penalty: 4086.314209
	Iteration 9Q: 3 clusters Score -220719.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -220731.312500 Penalty: 4086.314209
	Iteration 10Q: 3 clusters Score -220731.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -220739.500000 Penalty: 4086.314209
	Iteration 11Q: 3 clusters Score -220739.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -220743.515625 Penalty: 4086.314209
	Iteration 12Q: 3 clusters Score -220743.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -220746.593750 Penalty: 4086.314209
	Iteration 13Q: 3 clusters Score -220746.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -220748.031250 Penalty: 4086.314209
	Iteration 14Q: 3 clusters Score -220748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -220749.437500 Penalty: 4086.314209
	Iteration 15Q: 3 clusters Score -220749.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -220751.062500 Penalty: 4086.314209
	Iteration 16Q: 3 clusters Score -220751.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -220751.062500 Penalty: 4086.314209
	Iteration 17F: 3 clusters Score -220751.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251258 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226601 members 
Mstep: Class 5 contains 98274 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31194 members 
Mstep: Class 8 contains 92356 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132174 members 
Mstep: Class 11 contains 207136 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42518 members 
Mstep: Class 16 contains 13496 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40407 members 
Mstep: Class 24 contains 13181 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8483 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 16660 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7530 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10279 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14163 members 
Mstep: Class 41 contains 59915 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6547 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4193 members 
Mstep: Class 46 contains 12932 members 
Mstep: Class 47 contains 2066 members 
Mstep: Class 48 contains 2153 members 
Entering Unmasked Estep 
Score: -102297360.000000 Penalty: 168600.640625
Splitting cluster 30 changes total score from -102298360.000000 to -102297360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (16660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Entering Unmasked Estep 
Score: -1202229.625000 Penalty: 2410.750000
	Iteration 0F: 2 clusters Score -1202230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1190438.625000 Penalty: 4821.500000
	Iteration 0F: 3 clusters Score -1190439 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1194377.000000 Penalty: 4821.500000
	Iteration 1F: 3 clusters Score -1194377 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1194767.875000 Penalty: 4821.500000
	Iteration 2F: 3 clusters Score -1194768 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1195127.000000 Penalty: 4821.500000
	Iteration 3Q: 3 clusters Score -1195127 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1195499.500000 Penalty: 4821.500000
	Iteration 4Q: 3 clusters Score -1195500 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1195823.750000 Penalty: 4821.500000
	Iteration 5Q: 3 clusters Score -1195824 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1196161.750000 Penalty: 4821.500000
	Iteration 6Q: 3 clusters Score -1196162 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1196556.125000 Penalty: 4821.500000
	Iteration 7Q: 3 clusters Score -1196556 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1196987.125000 Penalty: 4821.500000
	Iteration 8Q: 3 clusters Score -1196987 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1197421.375000 Penalty: 4821.500000
	Iteration 9Q: 3 clusters Score -1197421 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1197883.250000 Penalty: 4821.500000
	Iteration 10Q: 3 clusters Score -1197883 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1198329.375000 Penalty: 4821.500000
	Iteration 11Q: 3 clusters Score -1198329 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1198742.500000 Penalty: 4821.500000
	Iteration 12Q: 3 clusters Score -1198742 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1199080.250000 Penalty: 4821.500000
	Iteration 13Q: 3 clusters Score -1199080 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1199306.625000 Penalty: 4821.500000
	Iteration 14Q: 3 clusters Score -1199307 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1199443.125000 Penalty: 4821.500000
	Iteration 15Q: 3 clusters Score -1199443 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1199538.000000 Penalty: 4821.500000
	Iteration 16Q: 3 clusters Score -1199538 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1199598.750000 Penalty: 4821.500000
	Iteration 17Q: 3 clusters Score -1199599 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1199639.000000 Penalty: 4821.500000
	Iteration 18Q: 3 clusters Score -1199639 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1199680.250000 Penalty: 4821.500000
	Iteration 19Q: 3 clusters Score -1199680 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1199705.750000 Penalty: 4821.500000
	Iteration 20F: 3 clusters Score -1199706 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1199737.250000 Penalty: 4821.500000
	Iteration 21Q: 3 clusters Score -1199737 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1199780.750000 Penalty: 4821.500000
	Iteration 22Q: 3 clusters Score -1199781 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1199818.625000 Penalty: 4821.500000
	Iteration 23Q: 3 clusters Score -1199819 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1199851.375000 Penalty: 4821.500000
	Iteration 24Q: 3 clusters Score -1199851 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1199879.625000 Penalty: 4821.500000
	Iteration 25Q: 3 clusters Score -1199880 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1199917.625000 Penalty: 4821.500000
	Iteration 26Q: 3 clusters Score -1199918 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1199968.000000 Penalty: 4821.500000
	Iteration 27Q: 3 clusters Score -1199968 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1200012.750000 Penalty: 4821.500000
	Iteration 28Q: 3 clusters Score -1200013 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1200064.250000 Penalty: 4821.500000
	Iteration 29Q: 3 clusters Score -1200064 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1200105.250000 Penalty: 4821.500000
	Iteration 30Q: 3 clusters Score -1200105 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1200146.625000 Penalty: 4821.500000
	Iteration 31Q: 3 clusters Score -1200147 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1200180.875000 Penalty: 4821.500000
	Iteration 32Q: 3 clusters Score -1200181 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1200213.625000 Penalty: 4821.500000
	Iteration 33Q: 3 clusters Score -1200214 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1200239.625000 Penalty: 4821.500000
	Iteration 34Q: 3 clusters Score -1200240 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1200258.750000 Penalty: 4821.500000
	Iteration 35Q: 3 clusters Score -1200259 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1200280.375000 Penalty: 4821.500000
	Iteration 36Q: 3 clusters Score -1200280 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1200295.000000 Penalty: 4821.500000
	Iteration 37Q: 3 clusters Score -1200295 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1200310.875000 Penalty: 4821.500000
	Iteration 38Q: 3 clusters Score -1200311 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1200324.000000 Penalty: 4821.500000
	Iteration 39Q: 3 clusters Score -1200324 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1200335.625000 Penalty: 4821.500000
	Iteration 40F: 3 clusters Score -1200336 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1200348.750000 Penalty: 4821.500000
	Iteration 41Q: 3 clusters Score -1200349 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1200360.750000 Penalty: 4821.500000
	Iteration 42Q: 3 clusters Score -1200361 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1200373.625000 Penalty: 4821.500000
	Iteration 43Q: 3 clusters Score -1200374 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1200384.500000 Penalty: 4821.500000
	Iteration 44Q: 3 clusters Score -1200384 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1200400.125000 Penalty: 4821.500000
	Iteration 45Q: 3 clusters Score -1200400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1200410.250000 Penalty: 4821.500000
	Iteration 46Q: 3 clusters Score -1200410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1200416.500000 Penalty: 4821.500000
	Iteration 47Q: 3 clusters Score -1200416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1200424.500000 Penalty: 4821.500000
	Iteration 48Q: 3 clusters Score -1200424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1200434.000000 Penalty: 4821.500000
	Iteration 49Q: 3 clusters Score -1200434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1200435.750000 Penalty: 4821.500000
	Iteration 50Q: 3 clusters Score -1200436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1200441.500000 Penalty: 4821.500000
	Iteration 51Q: 3 clusters Score -1200442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1200451.125000 Penalty: 4821.500000
	Iteration 52Q: 3 clusters Score -1200451 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1200455.500000 Penalty: 4821.500000
	Iteration 53Q: 3 clusters Score -1200456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1200462.750000 Penalty: 4821.500000
	Iteration 54Q: 3 clusters Score -1200463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1200466.000000 Penalty: 4821.500000
	Iteration 55Q: 3 clusters Score -1200466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1200470.875000 Penalty: 4821.500000
	Iteration 56Q: 3 clusters Score -1200471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1200475.750000 Penalty: 4821.500000
	Iteration 57Q: 3 clusters Score -1200476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1200476.000000 Penalty: 4821.500000
	Iteration 58Q: 3 clusters Score -1200476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1200477.875000 Penalty: 4821.500000
	Iteration 59Q: 3 clusters Score -1200478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1200478.000000 Penalty: 4821.500000
	Iteration 60F: 3 clusters Score -1200478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1200481.000000 Penalty: 4821.500000
	Iteration 61Q: 3 clusters Score -1200481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1200481.000000 Penalty: 4821.500000
	Iteration 62Q: 3 clusters Score -1200481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1200482.125000 Penalty: 4821.500000
	Iteration 63Q: 3 clusters Score -1200482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1200480.250000 Penalty: 4821.500000
	Iteration 64Q: 3 clusters Score -1200480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1200479.250000 Penalty: 4821.500000
	Iteration 65Q: 3 clusters Score -1200479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1200482.875000 Penalty: 4821.500000
	Iteration 66Q: 3 clusters Score -1200483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1200483.125000 Penalty: 4821.500000
	Iteration 67Q: 3 clusters Score -1200483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1200483.125000 Penalty: 4821.500000
	Iteration 68F: 3 clusters Score -1200483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -276270.437500 Penalty: 2070.260986
	Iteration 0F: 2 clusters Score -276270.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -272224.656250 Penalty: 4140.521973
	Iteration 0F: 3 clusters Score -272224.7 nChanged 1526
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: -273125.781250 Penalty: 4140.521973
	Iteration 1F: 3 clusters Score -273125.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -273342.062500 Penalty: 4140.521973
	Iteration 2F: 3 clusters Score -273342.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -273475.593750 Penalty: 4140.521973
	Iteration 3F: 3 clusters Score -273475.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -273583.406250 Penalty: 4140.521973
	Iteration 4Q: 3 clusters Score -273583.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -273708.343750 Penalty: 4140.521973
	Iteration 5Q: 3 clusters Score -273708.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -273906.562500 Penalty: 4140.521973
	Iteration 6Q: 3 clusters Score -273906.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -274131.031250 Penalty: 4140.521973
	Iteration 7Q: 3 clusters Score -274131 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -274326.125000 Penalty: 4140.521973
	Iteration 8Q: 3 clusters Score -274326.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -274489.687500 Penalty: 4140.521973
	Iteration 9Q: 3 clusters Score -274489.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -274618.281250 Penalty: 4140.521973
	Iteration 10Q: 3 clusters Score -274618.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -274725.187500 Penalty: 4140.521973
	Iteration 11Q: 3 clusters Score -274725.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -274828.531250 Penalty: 4140.521973
	Iteration 12Q: 3 clusters Score -274828.5 nChanged 110
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: -274915.843750 Penalty: 4140.521973
	Iteration 13Q: 3 clusters Score -274915.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -274991.812500 Penalty: 4140.521973
	Iteration 14Q: 3 clusters Score -274991.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -275050.968750 Penalty: 4140.521973
	Iteration 15Q: 3 clusters Score -275051 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -275118.125000 Penalty: 4140.521973
	Iteration 16Q: 3 clusters Score -275118.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -275217.843750 Penalty: 4140.521973
	Iteration 17Q: 3 clusters Score -275217.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -275350.781250 Penalty: 4140.521973
	Iteration 18Q: 3 clusters Score -275350.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -275448.843750 Penalty: 4140.521973
	Iteration 19Q: 3 clusters Score -275448.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -275516.000000 Penalty: 4140.521973
	Iteration 20F: 3 clusters Score -275516 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -275581.625000 Penalty: 4140.521973
	Iteration 21Q: 3 clusters Score -275581.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -275646.343750 Penalty: 4140.521973
	Iteration 22Q: 3 clusters Score -275646.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -275685.875000 Penalty: 4140.521973
	Iteration 23Q: 3 clusters Score -275685.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -275715.343750 Penalty: 4140.521973
	Iteration 24Q: 3 clusters Score -275715.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -275734.375000 Penalty: 4140.521973
	Iteration 25Q: 3 clusters Score -275734.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -275749.718750 Penalty: 4140.521973
	Iteration 26Q: 3 clusters Score -275749.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -275763.687500 Penalty: 4140.521973
	Iteration 27Q: 3 clusters Score -275763.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -275778.062500 Penalty: 4140.521973
	Iteration 28Q: 3 clusters Score -275778.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -275791.750000 Penalty: 4140.521973
	Iteration 29Q: 3 clusters Score -275791.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -275802.093750 Penalty: 4140.521973
	Iteration 30Q: 3 clusters Score -275802.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -275811.375000 Penalty: 4140.521973
	Iteration 31Q: 3 clusters Score -275811.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -275831.281250 Penalty: 4140.521973
	Iteration 32Q: 3 clusters Score -275831.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -275844.875000 Penalty: 4140.521973
	Iteration 33Q: 3 clusters Score -275844.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -275851.687500 Penalty: 4140.521973
	Iteration 34Q: 3 clusters Score -275851.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -275854.375000 Penalty: 4140.521973
	Iteration 35Q: 3 clusters Score -275854.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -275857.562500 Penalty: 4140.521973
	Iteration 36Q: 3 clusters Score -275857.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -275859.906250 Penalty: 4140.521973
	Iteration 37Q: 3 clusters Score -275859.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -275861.718750 Penalty: 4140.521973
	Iteration 38Q: 3 clusters Score -275861.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -275863.281250 Penalty: 4140.521973
	Iteration 39Q: 3 clusters Score -275863.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -275864.312500 Penalty: 4140.521973
	Iteration 40F: 3 clusters Score -275864.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -275864.875000 Penalty: 4140.521973
	Iteration 41Q: 3 clusters Score -275864.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -275866.687500 Penalty: 4140.521973
	Iteration 42Q: 3 clusters Score -275866.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -275867.750000 Penalty: 4140.521973
	Iteration 43Q: 3 clusters Score -275867.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -275869.093750 Penalty: 4140.521973
	Iteration 44Q: 3 clusters Score -275869.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -275870.437500 Penalty: 4140.521973
	Iteration 45Q: 3 clusters Score -275870.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -275872.593750 Penalty: 4140.521973
	Iteration 46Q: 3 clusters Score -275872.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -275874.062500 Penalty: 4140.521973
	Iteration 47Q: 3 clusters Score -275874.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -275874.281250 Penalty: 4140.521973
	Iteration 48Q: 3 clusters Score -275874.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -275875.093750 Penalty: 4140.521973
	Iteration 49Q: 3 clusters Score -275875.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -275875.468750 Penalty: 4140.521973
	Iteration 50Q: 3 clusters Score -275875.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -275875.250000 Penalty: 4140.521973
	Iteration 51Q: 3 clusters Score -275875.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -275875.250000 Penalty: 4140.521973
	Iteration 52F: 3 clusters Score -275875.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Entering Unmasked Estep 
Score: -113971.187500 Penalty: 1822.449707
	Iteration 0F: 2 clusters Score -113971.2 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 755 members 
Entering Unmasked Estep 
Score: -111638.992188 Penalty: 3644.899414
	Iteration 0F: 3 clusters Score -111639 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -112053.640625 Penalty: 3644.899414
	Iteration 1F: 3 clusters Score -112053.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -112148.070312 Penalty: 3644.899414
	Iteration 2F: 3 clusters Score -112148.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -112189.039062 Penalty: 3644.899414
	Iteration 3Q: 3 clusters Score -112189 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -112218.242188 Penalty: 3644.899414
	Iteration 4Q: 3 clusters Score -112218.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -112234.414062 Penalty: 3644.899414
	Iteration 5Q: 3 clusters Score -112234.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -112251.273438 Penalty: 3644.899414
	Iteration 6Q: 3 clusters Score -112251.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -112264.937500 Penalty: 3644.899414
	Iteration 7Q: 3 clusters Score -112264.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -112268.851562 Penalty: 3644.899414
	Iteration 8Q: 3 clusters Score -112268.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -112270.984375 Penalty: 3644.899414
	Iteration 9Q: 3 clusters Score -112271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -112272.320312 Penalty: 3644.899414
	Iteration 10Q: 3 clusters Score -112272.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -112273.296875 Penalty: 3644.899414
	Iteration 11Q: 3 clusters Score -112273.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -112277.226562 Penalty: 3644.899414
	Iteration 12Q: 3 clusters Score -112277.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -112279.203125 Penalty: 3644.899414
	Iteration 13Q: 3 clusters Score -112279.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -112281.015625 Penalty: 3644.899414
	Iteration 14Q: 3 clusters Score -112281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -112281.742188 Penalty: 3644.899414
	Iteration 15Q: 3 clusters Score -112281.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -112283.218750 Penalty: 3644.899414
	Iteration 16Q: 3 clusters Score -112283.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -112284.273438 Penalty: 3644.899414
	Iteration 17Q: 3 clusters Score -112284.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -112285.835938 Penalty: 3644.899414
	Iteration 18Q: 3 clusters Score -112285.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -112287.328125 Penalty: 3644.899414
	Iteration 19Q: 3 clusters Score -112287.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -112287.328125 Penalty: 3644.899414
	Iteration 20F: 3 clusters Score -112287.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Entering Unmasked Estep 
Score: -520694.312500 Penalty: 2213.809326
	Iteration 0F: 2 clusters Score -520694.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -514597.500000 Penalty: 4427.618652
	Iteration 0F: 3 clusters Score -514597.5 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -516151.187500 Penalty: 4427.618652
	Iteration 1F: 3 clusters Score -516151.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -516375.250000 Penalty: 4427.618652
	Iteration 2F: 3 clusters Score -516375.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -516521.750000 Penalty: 4427.618652
	Iteration 3Q: 3 clusters Score -516521.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -516636.468750 Penalty: 4427.618652
	Iteration 4Q: 3 clusters Score -516636.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -516734.062500 Penalty: 4427.618652
	Iteration 5Q: 3 clusters Score -516734.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -516830.531250 Penalty: 4427.618652
	Iteration 6Q: 3 clusters Score -516830.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -516929.031250 Penalty: 4427.618652
	Iteration 7Q: 3 clusters Score -516929 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -517024.218750 Penalty: 4427.618652
	Iteration 8Q: 3 clusters Score -517024.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -517136.500000 Penalty: 4427.618652
	Iteration 9Q: 3 clusters Score -517136.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -517266.125000 Penalty: 4427.618652
	Iteration 10Q: 3 clusters Score -517266.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -517425.468750 Penalty: 4427.618652
	Iteration 11Q: 3 clusters Score -517425.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -517617.312500 Penalty: 4427.618652
	Iteration 12Q: 3 clusters Score -517617.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -517849.125000 Penalty: 4427.618652
	Iteration 13Q: 3 clusters Score -517849.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -518096.468750 Penalty: 4427.618652
	Iteration 14Q: 3 clusters Score -518096.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -518333.218750 Penalty: 4427.618652
	Iteration 15Q: 3 clusters Score -518333.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -518601.187500 Penalty: 4427.618652
	Iteration 16Q: 3 clusters Score -518601.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -518868.562500 Penalty: 4427.618652
	Iteration 17Q: 3 clusters Score -518868.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -519066.312500 Penalty: 4427.618652
	Iteration 18Q: 3 clusters Score -519066.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -519211.156250 Penalty: 4427.618652
	Iteration 19Q: 3 clusters Score -519211.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -519308.343750 Penalty: 4427.618652
	Iteration 20F: 3 clusters Score -519308.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -519383.531250 Penalty: 4427.618652
	Iteration 21Q: 3 clusters Score -519383.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -519448.375000 Penalty: 4427.618652
	Iteration 22Q: 3 clusters Score -519448.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -519508.312500 Penalty: 4427.618652
	Iteration 23Q: 3 clusters Score -519508.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -519563.843750 Penalty: 4427.618652
	Iteration 24Q: 3 clusters Score -519563.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -519612.687500 Penalty: 4427.618652
	Iteration 25Q: 3 clusters Score -519612.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -519655.781250 Penalty: 4427.618652
	Iteration 26Q: 3 clusters Score -519655.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -519673.031250 Penalty: 4427.618652
	Iteration 27Q: 3 clusters Score -519673 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -519685.437500 Penalty: 4427.618652
	Iteration 28Q: 3 clusters Score -519685.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -519699.375000 Penalty: 4427.618652
	Iteration 29Q: 3 clusters Score -519699.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -519711.437500 Penalty: 4427.618652
	Iteration 30Q: 3 clusters Score -519711.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -519728.562500 Penalty: 4427.618652
	Iteration 31Q: 3 clusters Score -519728.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -519736.812500 Penalty: 4427.618652
	Iteration 32Q: 3 clusters Score -519736.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -519744.687500 Penalty: 4427.618652
	Iteration 33Q: 3 clusters Score -519744.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -519749.500000 Penalty: 4427.618652
	Iteration 34Q: 3 clusters Score -519749.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -519751.406250 Penalty: 4427.618652
	Iteration 35Q: 3 clusters Score -519751.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -519757.875000 Penalty: 4427.618652
	Iteration 36Q: 3 clusters Score -519757.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -519762.093750 Penalty: 4427.618652
	Iteration 37Q: 3 clusters Score -519762.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -519765.312500 Penalty: 4427.618652
	Iteration 38Q: 3 clusters Score -519765.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -519768.750000 Penalty: 4427.618652
	Iteration 39Q: 3 clusters Score -519768.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -519769.218750 Penalty: 4427.618652
	Iteration 40F: 3 clusters Score -519769.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -519770.250000 Penalty: 4427.618652
	Iteration 41Q: 3 clusters Score -519770.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -519771.437500 Penalty: 4427.618652
	Iteration 42Q: 3 clusters Score -519771.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -519771.187500 Penalty: 4427.618652
	Iteration 43Q: 3 clusters Score -519771.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -519772.812500 Penalty: 4427.618652
	Iteration 44Q: 3 clusters Score -519772.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -519773.062500 Penalty: 4427.618652
	Iteration 45Q: 3 clusters Score -519773.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -519774.343750 Penalty: 4427.618652
	Iteration 46Q: 3 clusters Score -519774.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -519774.343750 Penalty: 4427.618652
	Iteration 47F: 3 clusters Score -519774.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Entering Unmasked Estep 
Score: -240232.296875 Penalty: 2014.053467
	Iteration 0F: 2 clusters Score -240232.3 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 1695 members 
Entering Unmasked Estep 
Score: -236728.687500 Penalty: 4028.106934
	Iteration 0F: 3 clusters Score -236728.7 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -237549.984375 Penalty: 4028.106934
	Iteration 1F: 3 clusters Score -237550 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -237867.171875 Penalty: 4028.106934
	Iteration 2F: 3 clusters Score -237867.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -238279.812500 Penalty: 4028.106934
	Iteration 3F: 3 clusters Score -238279.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -238735.984375 Penalty: 4028.106934
	Iteration 4F: 3 clusters Score -238736 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -238950.953125 Penalty: 4028.106934
	Iteration 5F: 3 clusters Score -238951 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -239100.359375 Penalty: 4028.106934
	Iteration 6Q: 3 clusters Score -239100.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -239242.078125 Penalty: 4028.106934
	Iteration 7Q: 3 clusters Score -239242.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -239383.296875 Penalty: 4028.106934
	Iteration 8Q: 3 clusters Score -239383.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -239472.828125 Penalty: 4028.106934
	Iteration 9Q: 3 clusters Score -239472.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -239530.000000 Penalty: 4028.106934
	Iteration 10Q: 3 clusters Score -239530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -239565.671875 Penalty: 4028.106934
	Iteration 11Q: 3 clusters Score -239565.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -239592.953125 Penalty: 4028.106934
	Iteration 12Q: 3 clusters Score -239593 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -239614.015625 Penalty: 4028.106934
	Iteration 13Q: 3 clusters Score -239614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -239632.281250 Penalty: 4028.106934
	Iteration 14Q: 3 clusters Score -239632.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -239650.625000 Penalty: 4028.106934
	Iteration 15Q: 3 clusters Score -239650.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -239664.593750 Penalty: 4028.106934
	Iteration 16Q: 3 clusters Score -239664.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -239675.015625 Penalty: 4028.106934
	Iteration 17Q: 3 clusters Score -239675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -239681.515625 Penalty: 4028.106934
	Iteration 18Q: 3 clusters Score -239681.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -239691.703125 Penalty: 4028.106934
	Iteration 19Q: 3 clusters Score -239691.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -239709.625000 Penalty: 4028.106934
	Iteration 20F: 3 clusters Score -239709.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -239724.781250 Penalty: 4028.106934
	Iteration 21Q: 3 clusters Score -239724.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -239743.187500 Penalty: 4028.106934
	Iteration 22Q: 3 clusters Score -239743.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -239764.578125 Penalty: 4028.106934
	Iteration 23Q: 3 clusters Score -239764.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -239781.890625 Penalty: 4028.106934
	Iteration 24Q: 3 clusters Score -239781.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -239793.890625 Penalty: 4028.106934
	Iteration 25Q: 3 clusters Score -239793.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -239805.093750 Penalty: 4028.106934
	Iteration 26Q: 3 clusters Score -239805.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -239810.296875 Penalty: 4028.106934
	Iteration 27Q: 3 clusters Score -239810.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -239814.968750 Penalty: 4028.106934
	Iteration 28Q: 3 clusters Score -239815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -239821.250000 Penalty: 4028.106934
	Iteration 29Q: 3 clusters Score -239821.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -239827.343750 Penalty: 4028.106934
	Iteration 30Q: 3 clusters Score -239827.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -239830.562500 Penalty: 4028.106934
	Iteration 31Q: 3 clusters Score -239830.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -239831.656250 Penalty: 4028.106934
	Iteration 32Q: 3 clusters Score -239831.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -239831.656250 Penalty: 4028.106934
	Iteration 33F: 3 clusters Score -239831.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -109517.242188 Penalty: 1827.973267
	Iteration 0F: 2 clusters Score -109517.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -107179.625000 Penalty: 3655.946533
	Iteration 0F: 3 clusters Score -107179.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -107648.945312 Penalty: 3655.946533
	Iteration 1F: 3 clusters Score -107648.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -107814.601562 Penalty: 3655.946533
	Iteration 2F: 3 clusters Score -107814.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -107930.750000 Penalty: 3655.946533
	Iteration 3Q: 3 clusters Score -107930.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -108079.375000 Penalty: 3655.946533
	Iteration 4Q: 3 clusters Score -108079.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -108183.039062 Penalty: 3655.946533
	Iteration 5Q: 3 clusters Score -108183 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -108258.570312 Penalty: 3655.946533
	Iteration 6Q: 3 clusters Score -108258.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -108330.500000 Penalty: 3655.946533
	Iteration 7Q: 3 clusters Score -108330.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -108412.546875 Penalty: 3655.946533
	Iteration 8Q: 3 clusters Score -108412.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -108520.171875 Penalty: 3655.946533
	Iteration 9Q: 3 clusters Score -108520.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -108643.632812 Penalty: 3655.946533
	Iteration 10Q: 3 clusters Score -108643.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -108767.812500 Penalty: 3655.946533
	Iteration 11Q: 3 clusters Score -108767.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -108869.500000 Penalty: 3655.946533
	Iteration 12Q: 3 clusters Score -108869.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -108962.093750 Penalty: 3655.946533
	Iteration 13Q: 3 clusters Score -108962.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -109045.820312 Penalty: 3655.946533
	Iteration 14Q: 3 clusters Score -109045.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -109099.195312 Penalty: 3655.946533
	Iteration 15Q: 3 clusters Score -109099.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -109140.453125 Penalty: 3655.946533
	Iteration 16Q: 3 clusters Score -109140.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -109169.906250 Penalty: 3655.946533
	Iteration 17Q: 3 clusters Score -109169.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -109190.187500 Penalty: 3655.946533
	Iteration 18Q: 3 clusters Score -109190.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -109205.742188 Penalty: 3655.946533
	Iteration 19Q: 3 clusters Score -109205.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -109213.765625 Penalty: 3655.946533
	Iteration 20F: 3 clusters Score -109213.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -109218.523438 Penalty: 3655.946533
	Iteration 21Q: 3 clusters Score -109218.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -109221.968750 Penalty: 3655.946533
	Iteration 22Q: 3 clusters Score -109222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -109227.992188 Penalty: 3655.946533
	Iteration 23Q: 3 clusters Score -109228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -109231.968750 Penalty: 3655.946533
	Iteration 24Q: 3 clusters Score -109232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -109232.406250 Penalty: 3655.946533
	Iteration 25Q: 3 clusters Score -109232.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -109232.406250 Penalty: 3655.946533
	Iteration 26F: 3 clusters Score -109232.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Entering Unmasked Estep 
Score: -154360.203125 Penalty: 1903.420288
	Iteration 0F: 2 clusters Score -154360.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -151636.718750 Penalty: 3806.840576
	Iteration 0F: 3 clusters Score -151636.7 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -152130.156250 Penalty: 3806.840576
	Iteration 1F: 3 clusters Score -152130.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -152250.812500 Penalty: 3806.840576
	Iteration 2F: 3 clusters Score -152250.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -152326.281250 Penalty: 3806.840576
	Iteration 3Q: 3 clusters Score -152326.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -152371.828125 Penalty: 3806.840576
	Iteration 4Q: 3 clusters Score -152371.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -152414.234375 Penalty: 3806.840576
	Iteration 5Q: 3 clusters Score -152414.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -152443.156250 Penalty: 3806.840576
	Iteration 6Q: 3 clusters Score -152443.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -152457.437500 Penalty: 3806.840576
	Iteration 7Q: 3 clusters Score -152457.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -152469.281250 Penalty: 3806.840576
	Iteration 8Q: 3 clusters Score -152469.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -152480.750000 Penalty: 3806.840576
	Iteration 9Q: 3 clusters Score -152480.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -152487.046875 Penalty: 3806.840576
	Iteration 10Q: 3 clusters Score -152487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -152490.484375 Penalty: 3806.840576
	Iteration 11Q: 3 clusters Score -152490.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -152494.625000 Penalty: 3806.840576
	Iteration 12Q: 3 clusters Score -152494.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -152501.359375 Penalty: 3806.840576
	Iteration 13Q: 3 clusters Score -152501.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -152504.937500 Penalty: 3806.840576
	Iteration 14Q: 3 clusters Score -152504.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -152509.421875 Penalty: 3806.840576
	Iteration 15Q: 3 clusters Score -152509.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -152513.000000 Penalty: 3806.840576
	Iteration 16Q: 3 clusters Score -152513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -152514.984375 Penalty: 3806.840576
	Iteration 17Q: 3 clusters Score -152515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -152517.703125 Penalty: 3806.840576
	Iteration 18Q: 3 clusters Score -152517.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -152522.812500 Penalty: 3806.840576
	Iteration 19Q: 3 clusters Score -152522.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -152527.453125 Penalty: 3806.840576
	Iteration 20F: 3 clusters Score -152527.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -152531.875000 Penalty: 3806.840576
	Iteration 21Q: 3 clusters Score -152531.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -152538.125000 Penalty: 3806.840576
	Iteration 22Q: 3 clusters Score -152538.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -152541.390625 Penalty: 3806.840576
	Iteration 23Q: 3 clusters Score -152541.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -152543.687500 Penalty: 3806.840576
	Iteration 24Q: 3 clusters Score -152543.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -152547.109375 Penalty: 3806.840576
	Iteration 25Q: 3 clusters Score -152547.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -152550.218750 Penalty: 3806.840576
	Iteration 26Q: 3 clusters Score -152550.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -152551.718750 Penalty: 3806.840576
	Iteration 27Q: 3 clusters Score -152551.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -152554.015625 Penalty: 3806.840576
	Iteration 28Q: 3 clusters Score -152554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -152555.671875 Penalty: 3806.840576
	Iteration 29Q: 3 clusters Score -152555.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -152556.953125 Penalty: 3806.840576
	Iteration 30Q: 3 clusters Score -152557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -152557.468750 Penalty: 3806.840576
	Iteration 31Q: 3 clusters Score -152557.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -152558.140625 Penalty: 3806.840576
	Iteration 32Q: 3 clusters Score -152558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -152559.359375 Penalty: 3806.840576
	Iteration 33Q: 3 clusters Score -152559.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -152561.062500 Penalty: 3806.840576
	Iteration 34Q: 3 clusters Score -152561.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -152562.250000 Penalty: 3806.840576
	Iteration 35Q: 3 clusters Score -152562.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -152563.140625 Penalty: 3806.840576
	Iteration 36Q: 3 clusters Score -152563.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -152564.781250 Penalty: 3806.840576
	Iteration 37Q: 3 clusters Score -152564.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -152566.218750 Penalty: 3806.840576
	Iteration 38Q: 3 clusters Score -152566.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -152568.234375 Penalty: 3806.840576
	Iteration 39Q: 3 clusters Score -152568.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -152569.609375 Penalty: 3806.840576
	Iteration 40F: 3 clusters Score -152569.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -152571.031250 Penalty: 3806.840576
	Iteration 41Q: 3 clusters Score -152571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -152571.625000 Penalty: 3806.840576
	Iteration 42Q: 3 clusters Score -152571.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -152572.250000 Penalty: 3806.840576
	Iteration 43Q: 3 clusters Score -152572.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -152572.250000 Penalty: 3806.840576
	Iteration 44F: 3 clusters Score -152572.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Entering Unmasked Estep 
Score: -760097.750000 Penalty: 2290.988770
	Iteration 0F: 2 clusters Score -760097.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -752277.062500 Penalty: 4581.977539
	Iteration 0F: 3 clusters Score -752277.1 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -754604.812500 Penalty: 4581.977539
	Iteration 1F: 3 clusters Score -754604.8 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -754934.687500 Penalty: 4581.977539
	Iteration 2F: 3 clusters Score -754934.7 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -755206.375000 Penalty: 4581.977539
	Iteration 3F: 3 clusters Score -755206.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -755450.500000 Penalty: 4581.977539
	Iteration 4Q: 3 clusters Score -755450.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -755675.250000 Penalty: 4581.977539
	Iteration 5Q: 3 clusters Score -755675.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -755948.437500 Penalty: 4581.977539
	Iteration 6Q: 3 clusters Score -755948.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -756232.375000 Penalty: 4581.977539
	Iteration 7Q: 3 clusters Score -756232.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -756496.750000 Penalty: 4581.977539
	Iteration 8Q: 3 clusters Score -756496.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -756745.437500 Penalty: 4581.977539
	Iteration 9Q: 3 clusters Score -756745.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -756957.437500 Penalty: 4581.977539
	Iteration 10Q: 3 clusters Score -756957.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -757142.687500 Penalty: 4581.977539
	Iteration 11Q: 3 clusters Score -757142.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -757294.125000 Penalty: 4581.977539
	Iteration 12Q: 3 clusters Score -757294.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -757435.812500 Penalty: 4581.977539
	Iteration 13Q: 3 clusters Score -757435.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -757569.562500 Penalty: 4581.977539
	Iteration 14Q: 3 clusters Score -757569.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -757674.562500 Penalty: 4581.977539
	Iteration 15Q: 3 clusters Score -757674.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -757754.375000 Penalty: 4581.977539
	Iteration 16Q: 3 clusters Score -757754.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -757818.812500 Penalty: 4581.977539
	Iteration 17Q: 3 clusters Score -757818.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -757878.312500 Penalty: 4581.977539
	Iteration 18Q: 3 clusters Score -757878.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -757924.312500 Penalty: 4581.977539
	Iteration 19Q: 3 clusters Score -757924.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -757960.125000 Penalty: 4581.977539
	Iteration 20F: 3 clusters Score -757960.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -757985.875000 Penalty: 4581.977539
	Iteration 21Q: 3 clusters Score -757985.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -757998.375000 Penalty: 4581.977539
	Iteration 22Q: 3 clusters Score -757998.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -758008.375000 Penalty: 4581.977539
	Iteration 23Q: 3 clusters Score -758008.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -758018.875000 Penalty: 4581.977539
	Iteration 24Q: 3 clusters Score -758018.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -758024.437500 Penalty: 4581.977539
	Iteration 25Q: 3 clusters Score -758024.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -758031.750000 Penalty: 4581.977539
	Iteration 26Q: 3 clusters Score -758031.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -758038.625000 Penalty: 4581.977539
	Iteration 27Q: 3 clusters Score -758038.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -758045.875000 Penalty: 4581.977539
	Iteration 28Q: 3 clusters Score -758045.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -758052.937500 Penalty: 4581.977539
	Iteration 29Q: 3 clusters Score -758052.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -758062.437500 Penalty: 4581.977539
	Iteration 30Q: 3 clusters Score -758062.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -758069.250000 Penalty: 4581.977539
	Iteration 31Q: 3 clusters Score -758069.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -758077.375000 Penalty: 4581.977539
	Iteration 32Q: 3 clusters Score -758077.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -758086.875000 Penalty: 4581.977539
	Iteration 33Q: 3 clusters Score -758086.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -758096.562500 Penalty: 4581.977539
	Iteration 34Q: 3 clusters Score -758096.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -758104.500000 Penalty: 4581.977539
	Iteration 35Q: 3 clusters Score -758104.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -758114.937500 Penalty: 4581.977539
	Iteration 36Q: 3 clusters Score -758114.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -758127.000000 Penalty: 4581.977539
	Iteration 37Q: 3 clusters Score -758127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -758134.687500 Penalty: 4581.977539
	Iteration 38Q: 3 clusters Score -758134.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -758141.750000 Penalty: 4581.977539
	Iteration 39Q: 3 clusters Score -758141.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -758149.000000 Penalty: 4581.977539
	Iteration 40F: 3 clusters Score -758149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -758152.937500 Penalty: 4581.977539
	Iteration 41Q: 3 clusters Score -758152.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -758163.000000 Penalty: 4581.977539
	Iteration 42Q: 3 clusters Score -758163 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -758168.875000 Penalty: 4581.977539
	Iteration 43Q: 3 clusters Score -758168.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -758177.000000 Penalty: 4581.977539
	Iteration 44Q: 3 clusters Score -758177 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -758184.062500 Penalty: 4581.977539
	Iteration 45Q: 3 clusters Score -758184.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -758195.812500 Penalty: 4581.977539
	Iteration 46Q: 3 clusters Score -758195.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -758208.250000 Penalty: 4581.977539
	Iteration 47Q: 3 clusters Score -758208.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -758217.937500 Penalty: 4581.977539
	Iteration 48Q: 3 clusters Score -758217.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -758225.812500 Penalty: 4581.977539
	Iteration 49Q: 3 clusters Score -758225.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -758232.062500 Penalty: 4581.977539
	Iteration 50Q: 3 clusters Score -758232.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -758235.812500 Penalty: 4581.977539
	Iteration 51Q: 3 clusters Score -758235.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -758245.375000 Penalty: 4581.977539
	Iteration 52Q: 3 clusters Score -758245.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -758253.500000 Penalty: 4581.977539
	Iteration 53Q: 3 clusters Score -758253.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -758259.312500 Penalty: 4581.977539
	Iteration 54Q: 3 clusters Score -758259.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -758266.687500 Penalty: 4581.977539
	Iteration 55Q: 3 clusters Score -758266.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -758274.500000 Penalty: 4581.977539
	Iteration 56Q: 3 clusters Score -758274.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -758279.062500 Penalty: 4581.977539
	Iteration 57Q: 3 clusters Score -758279.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -758285.937500 Penalty: 4581.977539
	Iteration 58Q: 3 clusters Score -758285.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -758294.875000 Penalty: 4581.977539
	Iteration 59Q: 3 clusters Score -758294.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -758305.312500 Penalty: 4581.977539
	Iteration 60F: 3 clusters Score -758305.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -758315.437500 Penalty: 4581.977539
	Iteration 61Q: 3 clusters Score -758315.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -758329.437500 Penalty: 4581.977539
	Iteration 62Q: 3 clusters Score -758329.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -758350.500000 Penalty: 4581.977539
	Iteration 63Q: 3 clusters Score -758350.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -758365.125000 Penalty: 4581.977539
	Iteration 64Q: 3 clusters Score -758365.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -758383.187500 Penalty: 4581.977539
	Iteration 65Q: 3 clusters Score -758383.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -758401.250000 Penalty: 4581.977539
	Iteration 66Q: 3 clusters Score -758401.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -758415.437500 Penalty: 4581.977539
	Iteration 67Q: 3 clusters Score -758415.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -758429.625000 Penalty: 4581.977539
	Iteration 68Q: 3 clusters Score -758429.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -758449.937500 Penalty: 4581.977539
	Iteration 69Q: 3 clusters Score -758449.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -758475.312500 Penalty: 4581.977539
	Iteration 70Q: 3 clusters Score -758475.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -758497.687500 Penalty: 4581.977539
	Iteration 71Q: 3 clusters Score -758497.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -758515.062500 Penalty: 4581.977539
	Iteration 72Q: 3 clusters Score -758515.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -758536.625000 Penalty: 4581.977539
	Iteration 73Q: 3 clusters Score -758536.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -758553.750000 Penalty: 4581.977539
	Iteration 74Q: 3 clusters Score -758553.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -758572.937500 Penalty: 4581.977539
	Iteration 75Q: 3 clusters Score -758572.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -758585.125000 Penalty: 4581.977539
	Iteration 76Q: 3 clusters Score -758585.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -758595.000000 Penalty: 4581.977539
	Iteration 77Q: 3 clusters Score -758595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -758603.250000 Penalty: 4581.977539
	Iteration 78Q: 3 clusters Score -758603.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -758613.562500 Penalty: 4581.977539
	Iteration 79Q: 3 clusters Score -758613.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -758618.625000 Penalty: 4581.977539
	Iteration 80F: 3 clusters Score -758618.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -758623.312500 Penalty: 4581.977539
	Iteration 81Q: 3 clusters Score -758623.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -758629.187500 Penalty: 4581.977539
	Iteration 82Q: 3 clusters Score -758629.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -758630.562500 Penalty: 4581.977539
	Iteration 83Q: 3 clusters Score -758630.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -758635.187500 Penalty: 4581.977539
	Iteration 84Q: 3 clusters Score -758635.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -758639.375000 Penalty: 4581.977539
	Iteration 85Q: 3 clusters Score -758639.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -758644.062500 Penalty: 4581.977539
	Iteration 86Q: 3 clusters Score -758644.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -758648.625000 Penalty: 4581.977539
	Iteration 87Q: 3 clusters Score -758648.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -758656.812500 Penalty: 4581.977539
	Iteration 88Q: 3 clusters Score -758656.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -758662.125000 Penalty: 4581.977539
	Iteration 89Q: 3 clusters Score -758662.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -758668.250000 Penalty: 4581.977539
	Iteration 90Q: 3 clusters Score -758668.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -758670.437500 Penalty: 4581.977539
	Iteration 91Q: 3 clusters Score -758670.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -758673.875000 Penalty: 4581.977539
	Iteration 92Q: 3 clusters Score -758673.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -758677.062500 Penalty: 4581.977539
	Iteration 93Q: 3 clusters Score -758677.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -758685.125000 Penalty: 4581.977539
	Iteration 94Q: 3 clusters Score -758685.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -758688.562500 Penalty: 4581.977539
	Iteration 95Q: 3 clusters Score -758688.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -758694.562500 Penalty: 4581.977539
	Iteration 96Q: 3 clusters Score -758694.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -758695.750000 Penalty: 4581.977539
	Iteration 97Q: 3 clusters Score -758695.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -758698.062500 Penalty: 4581.977539
	Iteration 98Q: 3 clusters Score -758698.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -758700.750000 Penalty: 4581.977539
	Iteration 99Q: 3 clusters Score -758700.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -758700.437500 Penalty: 4581.977539
	Iteration 100F: 3 clusters Score -758700.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -758701.875000 Penalty: 4581.977539
	Iteration 101Q: 3 clusters Score -758701.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -758702.750000 Penalty: 4581.977539
	Iteration 102Q: 3 clusters Score -758702.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -758703.000000 Penalty: 4581.977539
	Iteration 103Q: 3 clusters Score -758703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -758703.000000 Penalty: 4581.977539
	Iteration 104F: 3 clusters Score -758703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -49309.445312 Penalty: 1694.056885
	Iteration 0F: 2 clusters Score -49309.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -47448.902344 Penalty: 3388.113770
	Iteration 0F: 3 clusters Score -47448.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -47758.039062 Penalty: 3388.113770
	Iteration 1F: 3 clusters Score -47758.04 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -47869.363281 Penalty: 3388.113770
	Iteration 2F: 3 clusters Score -47869.36 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -47940.832031 Penalty: 3388.113770
	Iteration 3Q: 3 clusters Score -47940.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -47984.308594 Penalty: 3388.113770
	Iteration 4Q: 3 clusters Score -47984.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -48025.726562 Penalty: 3388.113770
	Iteration 5Q: 3 clusters Score -48025.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -48049.851562 Penalty: 3388.113770
	Iteration 6Q: 3 clusters Score -48049.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -48075.945312 Penalty: 3388.113770
	Iteration 7Q: 3 clusters Score -48075.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -48100.902344 Penalty: 3388.113770
	Iteration 8Q: 3 clusters Score -48100.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -48114.855469 Penalty: 3388.113770
	Iteration 9Q: 3 clusters Score -48114.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -48123.410156 Penalty: 3388.113770
	Iteration 10Q: 3 clusters Score -48123.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -48127.343750 Penalty: 3388.113770
	Iteration 11Q: 3 clusters Score -48127.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -48127.343750 Penalty: 3388.113770
	Iteration 12F: 3 clusters Score -48127.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Entering Unmasked Estep 
Score: -1066448.500000 Penalty: 2370.480225
	Iteration 0F: 2 clusters Score -1066448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1056141.375000 Penalty: 4740.960449
	Iteration 0F: 3 clusters Score -1056141 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1059460.250000 Penalty: 4740.960449
	Iteration 1F: 3 clusters Score -1059460 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1059882.250000 Penalty: 4740.960449
	Iteration 2F: 3 clusters Score -1059882 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1060262.250000 Penalty: 4740.960449
	Iteration 3F: 3 clusters Score -1060262 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1060585.250000 Penalty: 4740.960449
	Iteration 4Q: 3 clusters Score -1060585 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1060938.000000 Penalty: 4740.960449
	Iteration 5Q: 3 clusters Score -1060938 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1061277.000000 Penalty: 4740.960449
	Iteration 6Q: 3 clusters Score -1061277 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1061637.750000 Penalty: 4740.960449
	Iteration 7Q: 3 clusters Score -1061638 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1062013.250000 Penalty: 4740.960449
	Iteration 8Q: 3 clusters Score -1062013 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1062449.250000 Penalty: 4740.960449
	Iteration 9Q: 3 clusters Score -1062449 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1062921.375000 Penalty: 4740.960449
	Iteration 10Q: 3 clusters Score -1062921 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1063415.500000 Penalty: 4740.960449
	Iteration 11Q: 3 clusters Score -1063416 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1063793.375000 Penalty: 4740.960449
	Iteration 12Q: 3 clusters Score -1063793 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1064123.000000 Penalty: 4740.960449
	Iteration 13Q: 3 clusters Score -1064123 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1064364.000000 Penalty: 4740.960449
	Iteration 14Q: 3 clusters Score -1064364 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1064517.375000 Penalty: 4740.960449
	Iteration 15Q: 3 clusters Score -1064517 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1064604.250000 Penalty: 4740.960449
	Iteration 16Q: 3 clusters Score -1064604 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1064651.625000 Penalty: 4740.960449
	Iteration 17Q: 3 clusters Score -1064652 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1064683.500000 Penalty: 4740.960449
	Iteration 18Q: 3 clusters Score -1064684 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1064708.625000 Penalty: 4740.960449
	Iteration 19Q: 3 clusters Score -1064709 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1064725.625000 Penalty: 4740.960449
	Iteration 20F: 3 clusters Score -1064726 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1064736.500000 Penalty: 4740.960449
	Iteration 21Q: 3 clusters Score -1064736 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1064748.750000 Penalty: 4740.960449
	Iteration 22Q: 3 clusters Score -1064749 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1064757.750000 Penalty: 4740.960449
	Iteration 23Q: 3 clusters Score -1064758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1064765.250000 Penalty: 4740.960449
	Iteration 24Q: 3 clusters Score -1064765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1064773.000000 Penalty: 4740.960449
	Iteration 25Q: 3 clusters Score -1064773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1064775.000000 Penalty: 4740.960449
	Iteration 26Q: 3 clusters Score -1064775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1064777.625000 Penalty: 4740.960449
	Iteration 27Q: 3 clusters Score -1064778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1064785.250000 Penalty: 4740.960449
	Iteration 28Q: 3 clusters Score -1064785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1064785.750000 Penalty: 4740.960449
	Iteration 29Q: 3 clusters Score -1064786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1064788.000000 Penalty: 4740.960449
	Iteration 30Q: 3 clusters Score -1064788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1064788.500000 Penalty: 4740.960449
	Iteration 31Q: 3 clusters Score -1064788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1064792.000000 Penalty: 4740.960449
	Iteration 32Q: 3 clusters Score -1064792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1064792.000000 Penalty: 4740.960449
	Iteration 33Q: 3 clusters Score -1064792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1064796.250000 Penalty: 4740.960449
	Iteration 34Q: 3 clusters Score -1064796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1064797.375000 Penalty: 4740.960449
	Iteration 35Q: 3 clusters Score -1064797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1064796.625000 Penalty: 4740.960449
	Iteration 36Q: 3 clusters Score -1064797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1064799.125000 Penalty: 4740.960449
	Iteration 37Q: 3 clusters Score -1064799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1064801.750000 Penalty: 4740.960449
	Iteration 38Q: 3 clusters Score -1064802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1064801.125000 Penalty: 4740.960449
	Iteration 39Q: 3 clusters Score -1064801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1064795.875000 Penalty: 4740.960449
	Iteration 40F: 3 clusters Score -1064796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1064799.500000 Penalty: 4740.960449
	Iteration 41Q: 3 clusters Score -1064800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1064805.000000 Penalty: 4740.960449
	Iteration 42Q: 3 clusters Score -1064805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1064804.125000 Penalty: 4740.960449
	Iteration 43Q: 3 clusters Score -1064804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1064802.750000 Penalty: 4740.960449
	Iteration 44Q: 3 clusters Score -1064803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1064806.250000 Penalty: 4740.960449
	Iteration 45Q: 3 clusters Score -1064806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1064806.125000 Penalty: 4740.960449
	Iteration 46Q: 3 clusters Score -1064806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1064806.125000 Penalty: 4740.960449
	Iteration 47Q: 3 clusters Score -1064806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1064805.875000 Penalty: 4740.960449
	Iteration 48Q: 3 clusters Score -1064806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1064805.500000 Penalty: 4740.960449
	Iteration 49Q: 3 clusters Score -1064806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1064812.250000 Penalty: 4740.960449
	Iteration 50Q: 3 clusters Score -1064812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1064810.500000 Penalty: 4740.960449
	Iteration 51Q: 3 clusters Score -1064810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1064814.250000 Penalty: 4740.960449
	Iteration 52Q: 3 clusters Score -1064814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1064817.750000 Penalty: 4740.960449
	Iteration 53Q: 3 clusters Score -1064818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1064821.625000 Penalty: 4740.960449
	Iteration 54Q: 3 clusters Score -1064822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1064824.500000 Penalty: 4740.960449
	Iteration 55Q: 3 clusters Score -1064824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1064825.250000 Penalty: 4740.960449
	Iteration 56Q: 3 clusters Score -1064825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1064828.125000 Penalty: 4740.960449
	Iteration 57Q: 3 clusters Score -1064828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1064833.250000 Penalty: 4740.960449
	Iteration 58Q: 3 clusters Score -1064833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1064833.125000 Penalty: 4740.960449
	Iteration 59Q: 3 clusters Score -1064833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1064838.750000 Penalty: 4740.960449
	Iteration 60F: 3 clusters Score -1064839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1064842.750000 Penalty: 4740.960449
	Iteration 61Q: 3 clusters Score -1064843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1064844.625000 Penalty: 4740.960449
	Iteration 62Q: 3 clusters Score -1064845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1064851.625000 Penalty: 4740.960449
	Iteration 63Q: 3 clusters Score -1064852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1064854.625000 Penalty: 4740.960449
	Iteration 64Q: 3 clusters Score -1064855 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1064863.750000 Penalty: 4740.960449
	Iteration 65Q: 3 clusters Score -1064864 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1064879.000000 Penalty: 4740.960449
	Iteration 66Q: 3 clusters Score -1064879 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1064894.375000 Penalty: 4740.960449
	Iteration 67Q: 3 clusters Score -1064894 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1064911.125000 Penalty: 4740.960449
	Iteration 68Q: 3 clusters Score -1064911 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1064928.875000 Penalty: 4740.960449
	Iteration 69Q: 3 clusters Score -1064929 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1064953.375000 Penalty: 4740.960449
	Iteration 70Q: 3 clusters Score -1064953 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1064974.000000 Penalty: 4740.960449
	Iteration 71Q: 3 clusters Score -1064974 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1064992.875000 Penalty: 4740.960449
	Iteration 72Q: 3 clusters Score -1064993 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1065009.375000 Penalty: 4740.960449
	Iteration 73Q: 3 clusters Score -1065009 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1065026.750000 Penalty: 4740.960449
	Iteration 74Q: 3 clusters Score -1065027 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1065036.875000 Penalty: 4740.960449
	Iteration 75Q: 3 clusters Score -1065037 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1065051.000000 Penalty: 4740.960449
	Iteration 76Q: 3 clusters Score -1065051 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1065061.500000 Penalty: 4740.960449
	Iteration 77Q: 3 clusters Score -1065062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1065069.125000 Penalty: 4740.960449
	Iteration 78Q: 3 clusters Score -1065069 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1065074.000000 Penalty: 4740.960449
	Iteration 79Q: 3 clusters Score -1065074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1065079.375000 Penalty: 4740.960449
	Iteration 80F: 3 clusters Score -1065079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1065084.375000 Penalty: 4740.960449
	Iteration 81Q: 3 clusters Score -1065084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1065086.250000 Penalty: 4740.960449
	Iteration 82Q: 3 clusters Score -1065086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1065087.000000 Penalty: 4740.960449
	Iteration 83Q: 3 clusters Score -1065087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1065091.250000 Penalty: 4740.960449
	Iteration 84Q: 3 clusters Score -1065091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1065090.625000 Penalty: 4740.960449
	Iteration 85Q: 3 clusters Score -1065091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1065092.875000 Penalty: 4740.960449
	Iteration 86Q: 3 clusters Score -1065093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1065090.875000 Penalty: 4740.960449
	Iteration 87Q: 3 clusters Score -1065091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1065091.500000 Penalty: 4740.960449
	Iteration 88Q: 3 clusters Score -1065092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1065091.500000 Penalty: 4740.960449
	Iteration 89F: 3 clusters Score -1065092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (59915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59915 members 
Entering Unmasked Estep 
Score: -4567247.000000 Penalty: 2728.169189
	Iteration 0F: 2 clusters Score -4567247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -4527032.500000 Penalty: 5456.338379
	Iteration 0F: 3 clusters Score -4527032 nChanged 27793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -4542404.000000 Penalty: 5456.338379
	Iteration 1F: 3 clusters Score -4542404 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -4543124.500000 Penalty: 5456.338379
	Iteration 2Q: 3 clusters Score -4543124 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -4543936.000000 Penalty: 5456.338379
	Iteration 3Q: 3 clusters Score -4543936 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -4544820.000000 Penalty: 5456.338379
	Iteration 4Q: 3 clusters Score -4544820 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -4545939.000000 Penalty: 5456.338379
	Iteration 5Q: 3 clusters Score -4545939 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -4547182.500000 Penalty: 5456.338379
	Iteration 6Q: 3 clusters Score -4547182 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -4548727.000000 Penalty: 5456.338379
	Iteration 7Q: 3 clusters Score -4548727 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -4550366.000000 Penalty: 5456.338379
	Iteration 8Q: 3 clusters Score -4550366 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -4552085.500000 Penalty: 5456.338379
	Iteration 9F: 3 clusters Score -4552086 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -4553796.500000 Penalty: 5456.338379
	Iteration 10F: 3 clusters Score -4553796 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -4555533.500000 Penalty: 5456.338379
	Iteration 11Q: 3 clusters Score -4555534 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -4557271.000000 Penalty: 5456.338379
	Iteration 12Q: 3 clusters Score -4557271 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47999 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -4558996.500000 Penalty: 5456.338379
	Iteration 13Q: 3 clusters Score -4558996 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -4560551.500000 Penalty: 5456.338379
	Iteration 14Q: 3 clusters Score -4560552 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -4561861.500000 Penalty: 5456.338379
	Iteration 15Q: 3 clusters Score -4561862 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -4562903.000000 Penalty: 5456.338379
	Iteration 16Q: 3 clusters Score -4562903 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -4563670.500000 Penalty: 5456.338379
	Iteration 17Q: 3 clusters Score -4563670 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56635 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -4564114.500000 Penalty: 5456.338379
	Iteration 18Q: 3 clusters Score -4564114 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57233 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -4564406.000000 Penalty: 5456.338379
	Iteration 19Q: 3 clusters Score -4564406 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4564615.500000 Penalty: 5456.338379
	Iteration 20F: 3 clusters Score -4564616 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57966 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4564741.500000 Penalty: 5456.338379
	Iteration 21Q: 3 clusters Score -4564742 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4564827.000000 Penalty: 5456.338379
	Iteration 22Q: 3 clusters Score -4564827 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58321 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4564898.000000 Penalty: 5456.338379
	Iteration 23Q: 3 clusters Score -4564898 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58433 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4564952.000000 Penalty: 5456.338379
	Iteration 24Q: 3 clusters Score -4564952 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58508 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4564980.000000 Penalty: 5456.338379
	Iteration 25Q: 3 clusters Score -4564980 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4565009.500000 Penalty: 5456.338379
	Iteration 26Q: 3 clusters Score -4565010 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4565041.500000 Penalty: 5456.338379
	Iteration 27Q: 3 clusters Score -4565042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58649 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4565044.500000 Penalty: 5456.338379
	Iteration 28Q: 3 clusters Score -4565044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4565061.500000 Penalty: 5456.338379
	Iteration 29Q: 3 clusters Score -4565062 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4565072.500000 Penalty: 5456.338379
	Iteration 30Q: 3 clusters Score -4565072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58726 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4565080.500000 Penalty: 5456.338379
	Iteration 31Q: 3 clusters Score -4565080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58738 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4565083.000000 Penalty: 5456.338379
	Iteration 32Q: 3 clusters Score -4565083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58741 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4565086.500000 Penalty: 5456.338379
	Iteration 33Q: 3 clusters Score -4565086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58747 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4565090.000000 Penalty: 5456.338379
	Iteration 34Q: 3 clusters Score -4565090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58750 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4565093.000000 Penalty: 5456.338379
	Iteration 35Q: 3 clusters Score -4565093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58753 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4565094.500000 Penalty: 5456.338379
	Iteration 36Q: 3 clusters Score -4565094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58759 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4565095.500000 Penalty: 5456.338379
	Iteration 37Q: 3 clusters Score -4565096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4565091.000000 Penalty: 5456.338379
	Iteration 38Q: 3 clusters Score -4565091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4565094.000000 Penalty: 5456.338379
	Iteration 39Q: 3 clusters Score -4565094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58767 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4565093.500000 Penalty: 5456.338379
	Iteration 40F: 3 clusters Score -4565094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58775 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4565095.500000 Penalty: 5456.338379
	Iteration 41Q: 3 clusters Score -4565096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58782 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4565097.500000 Penalty: 5456.338379
	Iteration 42Q: 3 clusters Score -4565098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58788 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4565102.500000 Penalty: 5456.338379
	Iteration 43Q: 3 clusters Score -4565102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58797 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4565103.000000 Penalty: 5456.338379
	Iteration 44Q: 3 clusters Score -4565103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58801 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4565109.000000 Penalty: 5456.338379
	Iteration 45Q: 3 clusters Score -4565109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58805 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4565108.000000 Penalty: 5456.338379
	Iteration 46Q: 3 clusters Score -4565108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4565108.000000 Penalty: 5456.338379
	Iteration 47Q: 3 clusters Score -4565108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58810 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4565104.000000 Penalty: 5456.338379
	Iteration 48Q: 3 clusters Score -4565104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58811 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4565109.000000 Penalty: 5456.338379
	Iteration 49Q: 3 clusters Score -4565109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58812 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4565116.000000 Penalty: 5456.338379
	Iteration 50Q: 3 clusters Score -4565116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58818 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4565115.000000 Penalty: 5456.338379
	Iteration 51Q: 3 clusters Score -4565115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58822 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4565117.500000 Penalty: 5456.338379
	Iteration 52Q: 3 clusters Score -4565118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58827 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4565120.000000 Penalty: 5456.338379
	Iteration 53Q: 3 clusters Score -4565120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58830 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4565115.500000 Penalty: 5456.338379
	Iteration 54Q: 3 clusters Score -4565116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58832 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4565117.500000 Penalty: 5456.338379
	Iteration 55Q: 3 clusters Score -4565118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4565120.500000 Penalty: 5456.338379
	Iteration 56Q: 3 clusters Score -4565120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58836 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4565126.500000 Penalty: 5456.338379
	Iteration 57Q: 3 clusters Score -4565126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58836 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4565126.500000 Penalty: 5456.338379
	Iteration 58F: 3 clusters Score -4565126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Entering Unmasked Estep 
Score: -112413.234375 Penalty: 1835.807983
	Iteration 0F: 2 clusters Score -112413.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -110004.585938 Penalty: 3671.615967
	Iteration 0F: 3 clusters Score -110004.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -110429.687500 Penalty: 3671.615967
	Iteration 1F: 3 clusters Score -110429.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -110557.640625 Penalty: 3671.615967
	Iteration 2F: 3 clusters Score -110557.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -110619.835938 Penalty: 3671.615967
	Iteration 3Q: 3 clusters Score -110619.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -110656.476562 Penalty: 3671.615967
	Iteration 4Q: 3 clusters Score -110656.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -110692.507812 Penalty: 3671.615967
	Iteration 5Q: 3 clusters Score -110692.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -110725.835938 Penalty: 3671.615967
	Iteration 6Q: 3 clusters Score -110725.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -110761.875000 Penalty: 3671.615967
	Iteration 7Q: 3 clusters Score -110761.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -110798.804688 Penalty: 3671.615967
	Iteration 8Q: 3 clusters Score -110798.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -110849.914062 Penalty: 3671.615967
	Iteration 9Q: 3 clusters Score -110849.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -110903.125000 Penalty: 3671.615967
	Iteration 10Q: 3 clusters Score -110903.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -110948.078125 Penalty: 3671.615967
	Iteration 11Q: 3 clusters Score -110948.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -111005.875000 Penalty: 3671.615967
	Iteration 12Q: 3 clusters Score -111005.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -111065.835938 Penalty: 3671.615967
	Iteration 13Q: 3 clusters Score -111065.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -111125.898438 Penalty: 3671.615967
	Iteration 14Q: 3 clusters Score -111125.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -111212.031250 Penalty: 3671.615967
	Iteration 15Q: 3 clusters Score -111212 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -111302.234375 Penalty: 3671.615967
	Iteration 16Q: 3 clusters Score -111302.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -111469.914062 Penalty: 3671.615967
	Iteration 17Q: 3 clusters Score -111469.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -111652.492188 Penalty: 3671.615967
	Iteration 18Q: 3 clusters Score -111652.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -111739.687500 Penalty: 3671.615967
	Iteration 19Q: 3 clusters Score -111739.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -111772.703125 Penalty: 3671.615967
	Iteration 20F: 3 clusters Score -111772.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -111796.054688 Penalty: 3671.615967
	Iteration 21Q: 3 clusters Score -111796.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -111807.312500 Penalty: 3671.615967
	Iteration 22Q: 3 clusters Score -111807.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -111819.343750 Penalty: 3671.615967
	Iteration 23Q: 3 clusters Score -111819.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -111826.703125 Penalty: 3671.615967
	Iteration 24Q: 3 clusters Score -111826.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -111835.210938 Penalty: 3671.615967
	Iteration 25Q: 3 clusters Score -111835.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -111847.453125 Penalty: 3671.615967
	Iteration 26Q: 3 clusters Score -111847.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -111856.648438 Penalty: 3671.615967
	Iteration 27Q: 3 clusters Score -111856.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -111861.492188 Penalty: 3671.615967
	Iteration 28Q: 3 clusters Score -111861.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -111865.046875 Penalty: 3671.615967
	Iteration 29Q: 3 clusters Score -111865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -111868.148438 Penalty: 3671.615967
	Iteration 30Q: 3 clusters Score -111868.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -111875.101562 Penalty: 3671.615967
	Iteration 31Q: 3 clusters Score -111875.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -111880.281250 Penalty: 3671.615967
	Iteration 32Q: 3 clusters Score -111880.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -111890.093750 Penalty: 3671.615967
	Iteration 33Q: 3 clusters Score -111890.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -111897.250000 Penalty: 3671.615967
	Iteration 34Q: 3 clusters Score -111897.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -111900.890625 Penalty: 3671.615967
	Iteration 35Q: 3 clusters Score -111900.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -111901.757812 Penalty: 3671.615967
	Iteration 36Q: 3 clusters Score -111901.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -111902.335938 Penalty: 3671.615967
	Iteration 37Q: 3 clusters Score -111902.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -111903.328125 Penalty: 3671.615967
	Iteration 38Q: 3 clusters Score -111903.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -111903.921875 Penalty: 3671.615967
	Iteration 39Q: 3 clusters Score -111903.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -111903.921875 Penalty: 3671.615967
	Iteration 40F: 3 clusters Score -111903.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Entering Unmasked Estep 
Score: -500154.781250 Penalty: 2179.116943
	Iteration 0F: 2 clusters Score -500154.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -494703.500000 Penalty: 4358.233887
	Iteration 0F: 3 clusters Score -494703.5 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -496160.500000 Penalty: 4358.233887
	Iteration 1F: 3 clusters Score -496160.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -496407.500000 Penalty: 4358.233887
	Iteration 2F: 3 clusters Score -496407.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -496614.187500 Penalty: 4358.233887
	Iteration 3Q: 3 clusters Score -496614.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -496831.093750 Penalty: 4358.233887
	Iteration 4Q: 3 clusters Score -496831.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -497062.031250 Penalty: 4358.233887
	Iteration 5F: 3 clusters Score -497062 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -497294.062500 Penalty: 4358.233887
	Iteration 6Q: 3 clusters Score -497294.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -497511.781250 Penalty: 4358.233887
	Iteration 7Q: 3 clusters Score -497511.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -497695.593750 Penalty: 4358.233887
	Iteration 8Q: 3 clusters Score -497695.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -497839.718750 Penalty: 4358.233887
	Iteration 9Q: 3 clusters Score -497839.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -497989.375000 Penalty: 4358.233887
	Iteration 10Q: 3 clusters Score -497989.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -498114.937500 Penalty: 4358.233887
	Iteration 11Q: 3 clusters Score -498114.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -498224.593750 Penalty: 4358.233887
	Iteration 12Q: 3 clusters Score -498224.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -498306.906250 Penalty: 4358.233887
	Iteration 13Q: 3 clusters Score -498306.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -498384.343750 Penalty: 4358.233887
	Iteration 14Q: 3 clusters Score -498384.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -498459.218750 Penalty: 4358.233887
	Iteration 15Q: 3 clusters Score -498459.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -498514.250000 Penalty: 4358.233887
	Iteration 16Q: 3 clusters Score -498514.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -498569.625000 Penalty: 4358.233887
	Iteration 17Q: 3 clusters Score -498569.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -498610.843750 Penalty: 4358.233887
	Iteration 18Q: 3 clusters Score -498610.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -498650.093750 Penalty: 4358.233887
	Iteration 19Q: 3 clusters Score -498650.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -498691.843750 Penalty: 4358.233887
	Iteration 20F: 3 clusters Score -498691.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -498726.406250 Penalty: 4358.233887
	Iteration 21Q: 3 clusters Score -498726.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -498755.500000 Penalty: 4358.233887
	Iteration 22Q: 3 clusters Score -498755.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -498782.281250 Penalty: 4358.233887
	Iteration 23Q: 3 clusters Score -498782.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -498798.875000 Penalty: 4358.233887
	Iteration 24Q: 3 clusters Score -498798.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -498818.625000 Penalty: 4358.233887
	Iteration 25Q: 3 clusters Score -498818.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -498832.968750 Penalty: 4358.233887
	Iteration 26Q: 3 clusters Score -498833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -498842.437500 Penalty: 4358.233887
	Iteration 27Q: 3 clusters Score -498842.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -498850.000000 Penalty: 4358.233887
	Iteration 28Q: 3 clusters Score -498850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -498859.875000 Penalty: 4358.233887
	Iteration 29Q: 3 clusters Score -498859.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -498864.968750 Penalty: 4358.233887
	Iteration 30Q: 3 clusters Score -498865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -498868.156250 Penalty: 4358.233887
	Iteration 31Q: 3 clusters Score -498868.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -498868.718750 Penalty: 4358.233887
	Iteration 32Q: 3 clusters Score -498868.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -498868.718750 Penalty: 4358.233887
	Iteration 33F: 3 clusters Score -498868.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Entering Unmasked Estep 
Score: -140176.609375 Penalty: 1884.775757
	Iteration 0F: 2 clusters Score -140176.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -137532.218750 Penalty: 3769.551514
	Iteration 0F: 3 clusters Score -137532.2 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -138030.906250 Penalty: 3769.551514
	Iteration 1F: 3 clusters Score -138030.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -138258.265625 Penalty: 3769.551514
	Iteration 2F: 3 clusters Score -138258.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -138604.750000 Penalty: 3769.551514
	Iteration 3F: 3 clusters Score -138604.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -139032.312500 Penalty: 3769.551514
	Iteration 4F: 3 clusters Score -139032.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -139346.078125 Penalty: 3769.551514
	Iteration 5F: 3 clusters Score -139346.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -139508.796875 Penalty: 3769.551514
	Iteration 6Q: 3 clusters Score -139508.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -139604.187500 Penalty: 3769.551514
	Iteration 7Q: 3 clusters Score -139604.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -139661.468750 Penalty: 3769.551514
	Iteration 8Q: 3 clusters Score -139661.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -139710.312500 Penalty: 3769.551514
	Iteration 9Q: 3 clusters Score -139710.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -139766.984375 Penalty: 3769.551514
	Iteration 10Q: 3 clusters Score -139767 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -139821.578125 Penalty: 3769.551514
	Iteration 11Q: 3 clusters Score -139821.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -139891.156250 Penalty: 3769.551514
	Iteration 12Q: 3 clusters Score -139891.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -139960.906250 Penalty: 3769.551514
	Iteration 13Q: 3 clusters Score -139960.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -139997.390625 Penalty: 3769.551514
	Iteration 14Q: 3 clusters Score -139997.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -140014.609375 Penalty: 3769.551514
	Iteration 15Q: 3 clusters Score -140014.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -140036.015625 Penalty: 3769.551514
	Iteration 16Q: 3 clusters Score -140036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -140062.703125 Penalty: 3769.551514
	Iteration 17Q: 3 clusters Score -140062.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -140086.031250 Penalty: 3769.551514
	Iteration 18Q: 3 clusters Score -140086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -140109.859375 Penalty: 3769.551514
	Iteration 19Q: 3 clusters Score -140109.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -140125.265625 Penalty: 3769.551514
	Iteration 20F: 3 clusters Score -140125.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -140131.500000 Penalty: 3769.551514
	Iteration 21Q: 3 clusters Score -140131.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -140136.609375 Penalty: 3769.551514
	Iteration 22Q: 3 clusters Score -140136.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -140141.687500 Penalty: 3769.551514
	Iteration 23Q: 3 clusters Score -140141.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -140144.453125 Penalty: 3769.551514
	Iteration 24Q: 3 clusters Score -140144.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -140146.000000 Penalty: 3769.551514
	Iteration 25Q: 3 clusters Score -140146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -140147.359375 Penalty: 3769.551514
	Iteration 26Q: 3 clusters Score -140147.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -140149.437500 Penalty: 3769.551514
	Iteration 27Q: 3 clusters Score -140149.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -140151.156250 Penalty: 3769.551514
	Iteration 28Q: 3 clusters Score -140151.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -140151.734375 Penalty: 3769.551514
	Iteration 29Q: 3 clusters Score -140151.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -140156.421875 Penalty: 3769.551514
	Iteration 30Q: 3 clusters Score -140156.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -140161.062500 Penalty: 3769.551514
	Iteration 31Q: 3 clusters Score -140161.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -140163.109375 Penalty: 3769.551514
	Iteration 32Q: 3 clusters Score -140163.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -140164.046875 Penalty: 3769.551514
	Iteration 33Q: 3 clusters Score -140164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -140164.750000 Penalty: 3769.551514
	Iteration 34Q: 3 clusters Score -140164.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -140165.953125 Penalty: 3769.551514
	Iteration 35Q: 3 clusters Score -140166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -140169.062500 Penalty: 3769.551514
	Iteration 36Q: 3 clusters Score -140169.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -140172.531250 Penalty: 3769.551514
	Iteration 37Q: 3 clusters Score -140172.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -140173.062500 Penalty: 3769.551514
	Iteration 38Q: 3 clusters Score -140173.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -140173.062500 Penalty: 3769.551514
	Iteration 39F: 3 clusters Score -140173.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Entering Unmasked Estep 
Score: -295336.093750 Penalty: 2068.610596
	Iteration 0F: 2 clusters Score -295336.1 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 2138 members 
Entering Unmasked Estep 
Score: -291376.125000 Penalty: 4137.221191
	Iteration 0F: 3 clusters Score -291376.1 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -292559.718750 Penalty: 4137.221191
	Iteration 1F: 3 clusters Score -292559.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -293113.218750 Penalty: 4137.221191
	Iteration 2F: 3 clusters Score -293113.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -293722.718750 Penalty: 4137.221191
	Iteration 3F: 3 clusters Score -293722.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -294303.031250 Penalty: 4137.221191
	Iteration 4F: 3 clusters Score -294303 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -294674.656250 Penalty: 4137.221191
	Iteration 5F: 3 clusters Score -294674.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -294850.000000 Penalty: 4137.221191
	Iteration 6Q: 3 clusters Score -294850 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -294975.468750 Penalty: 4137.221191
	Iteration 7Q: 3 clusters Score -294975.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -295081.250000 Penalty: 4137.221191
	Iteration 8Q: 3 clusters Score -295081.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -295211.562500 Penalty: 4137.221191
	Iteration 9Q: 3 clusters Score -295211.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -295342.625000 Penalty: 4137.221191
	Iteration 10Q: 3 clusters Score -295342.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -295414.625000 Penalty: 4137.221191
	Iteration 11Q: 3 clusters Score -295414.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -295437.187500 Penalty: 4137.221191
	Iteration 12Q: 3 clusters Score -295437.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -295450.187500 Penalty: 4137.221191
	Iteration 13Q: 3 clusters Score -295450.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -295454.031250 Penalty: 4137.221191
	Iteration 14Q: 3 clusters Score -295454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -295458.468750 Penalty: 4137.221191
	Iteration 15Q: 3 clusters Score -295458.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -295460.562500 Penalty: 4137.221191
	Iteration 16Q: 3 clusters Score -295460.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -295462.125000 Penalty: 4137.221191
	Iteration 17Q: 3 clusters Score -295462.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -295462.968750 Penalty: 4137.221191
	Iteration 18Q: 3 clusters Score -295463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -295463.875000 Penalty: 4137.221191
	Iteration 19Q: 3 clusters Score -295463.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -295464.406250 Penalty: 4137.221191
	Iteration 20F: 3 clusters Score -295464.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -295464.843750 Penalty: 4137.221191
	Iteration 21Q: 3 clusters Score -295464.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -295465.406250 Penalty: 4137.221191
	Iteration 22Q: 3 clusters Score -295465.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -295465.406250 Penalty: 4137.221191
	Iteration 23F: 3 clusters Score -295465.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251258 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226601 members 
Mstep: Class 5 contains 98274 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31194 members 
Mstep: Class 8 contains 92356 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132174 members 
Mstep: Class 11 contains 207136 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42518 members 
Mstep: Class 16 contains 13496 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40407 members 
Mstep: Class 24 contains 13181 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8483 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16660 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7530 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10279 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14163 members 
Mstep: Class 41 contains 59915 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6547 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 1882 members 
Mstep: Class 46 contains 12932 members 
Mstep: Class 47 contains 2066 members 
Mstep: Class 48 contains 2311 members 
Entering Unmasked Estep 
Score: -102297096.000000 Penalty: 168600.640625
Splitting cluster 45 changes total score from -102298360.000000 to -102297096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (12932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Entering Unmasked Estep 
Score: -979862.562500 Penalty: 2347.929932
	Iteration 0F: 2 clusters Score -979862.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -970371.187500 Penalty: 4695.859863
	Iteration 0F: 3 clusters Score -970371.2 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -973238.437500 Penalty: 4695.859863
	Iteration 1F: 3 clusters Score -973238.4 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -973561.375000 Penalty: 4695.859863
	Iteration 2F: 3 clusters Score -973561.4 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -973822.875000 Penalty: 4695.859863
	Iteration 3Q: 3 clusters Score -973822.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -974065.312500 Penalty: 4695.859863
	Iteration 4Q: 3 clusters Score -974065.3 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -974311.312500 Penalty: 4695.859863
	Iteration 5Q: 3 clusters Score -974311.3 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -974604.187500 Penalty: 4695.859863
	Iteration 6Q: 3 clusters Score -974604.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -974968.062500 Penalty: 4695.859863
	Iteration 7Q: 3 clusters Score -974968.1 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -975397.687500 Penalty: 4695.859863
	Iteration 8F: 3 clusters Score -975397.7 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -975869.875000 Penalty: 4695.859863
	Iteration 9Q: 3 clusters Score -975869.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -976322.750000 Penalty: 4695.859863
	Iteration 10Q: 3 clusters Score -976322.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -976806.187500 Penalty: 4695.859863
	Iteration 11Q: 3 clusters Score -976806.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -977253.687500 Penalty: 4695.859863
	Iteration 12Q: 3 clusters Score -977253.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -977643.812500 Penalty: 4695.859863
	Iteration 13Q: 3 clusters Score -977643.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -977888.875000 Penalty: 4695.859863
	Iteration 14Q: 3 clusters Score -977888.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -977984.500000 Penalty: 4695.859863
	Iteration 15Q: 3 clusters Score -977984.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -978037.062500 Penalty: 4695.859863
	Iteration 16Q: 3 clusters Score -978037.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -978065.875000 Penalty: 4695.859863
	Iteration 17Q: 3 clusters Score -978065.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -978079.125000 Penalty: 4695.859863
	Iteration 18Q: 3 clusters Score -978079.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -978092.687500 Penalty: 4695.859863
	Iteration 19Q: 3 clusters Score -978092.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -978106.562500 Penalty: 4695.859863
	Iteration 20F: 3 clusters Score -978106.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -978110.625000 Penalty: 4695.859863
	Iteration 21Q: 3 clusters Score -978110.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -978117.125000 Penalty: 4695.859863
	Iteration 22Q: 3 clusters Score -978117.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -978120.625000 Penalty: 4695.859863
	Iteration 23Q: 3 clusters Score -978120.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -978121.187500 Penalty: 4695.859863
	Iteration 24Q: 3 clusters Score -978121.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -978121.750000 Penalty: 4695.859863
	Iteration 25Q: 3 clusters Score -978121.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -978122.500000 Penalty: 4695.859863
	Iteration 26Q: 3 clusters Score -978122.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -978124.375000 Penalty: 4695.859863
	Iteration 27Q: 3 clusters Score -978124.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -978124.375000 Penalty: 4695.859863
	Iteration 28F: 3 clusters Score -978124.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Entering Unmasked Estep 
Score: -144851.750000 Penalty: 1893.075684
	Iteration 0F: 2 clusters Score -144851.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -142207.015625 Penalty: 3786.151367
	Iteration 0F: 3 clusters Score -142207 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -142706.687500 Penalty: 3786.151367
	Iteration 1F: 3 clusters Score -142706.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -142858.718750 Penalty: 3786.151367
	Iteration 2F: 3 clusters Score -142858.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -142962.953125 Penalty: 3786.151367
	Iteration 3Q: 3 clusters Score -142963 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -143040.843750 Penalty: 3786.151367
	Iteration 4Q: 3 clusters Score -143040.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -143110.593750 Penalty: 3786.151367
	Iteration 5Q: 3 clusters Score -143110.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -143184.109375 Penalty: 3786.151367
	Iteration 6Q: 3 clusters Score -143184.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -143238.546875 Penalty: 3786.151367
	Iteration 7Q: 3 clusters Score -143238.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -143278.390625 Penalty: 3786.151367
	Iteration 8Q: 3 clusters Score -143278.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -143304.343750 Penalty: 3786.151367
	Iteration 9Q: 3 clusters Score -143304.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -143330.484375 Penalty: 3786.151367
	Iteration 10Q: 3 clusters Score -143330.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -143351.031250 Penalty: 3786.151367
	Iteration 11Q: 3 clusters Score -143351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -143368.656250 Penalty: 3786.151367
	Iteration 12Q: 3 clusters Score -143368.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -143384.531250 Penalty: 3786.151367
	Iteration 13Q: 3 clusters Score -143384.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -143398.062500 Penalty: 3786.151367
	Iteration 14Q: 3 clusters Score -143398.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -143408.625000 Penalty: 3786.151367
	Iteration 15Q: 3 clusters Score -143408.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -143412.968750 Penalty: 3786.151367
	Iteration 16Q: 3 clusters Score -143413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -143416.953125 Penalty: 3786.151367
	Iteration 17Q: 3 clusters Score -143417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -143420.578125 Penalty: 3786.151367
	Iteration 18Q: 3 clusters Score -143420.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -143424.031250 Penalty: 3786.151367
	Iteration 19Q: 3 clusters Score -143424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -143428.250000 Penalty: 3786.151367
	Iteration 20F: 3 clusters Score -143428.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -143431.953125 Penalty: 3786.151367
	Iteration 21Q: 3 clusters Score -143432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -143437.234375 Penalty: 3786.151367
	Iteration 22Q: 3 clusters Score -143437.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -143445.656250 Penalty: 3786.151367
	Iteration 23Q: 3 clusters Score -143445.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -143453.375000 Penalty: 3786.151367
	Iteration 24Q: 3 clusters Score -143453.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -143458.015625 Penalty: 3786.151367
	Iteration 25Q: 3 clusters Score -143458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -143460.906250 Penalty: 3786.151367
	Iteration 26Q: 3 clusters Score -143460.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -143464.750000 Penalty: 3786.151367
	Iteration 27Q: 3 clusters Score -143464.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -143466.109375 Penalty: 3786.151367
	Iteration 28Q: 3 clusters Score -143466.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -143470.468750 Penalty: 3786.151367
	Iteration 29Q: 3 clusters Score -143470.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -143475.140625 Penalty: 3786.151367
	Iteration 30Q: 3 clusters Score -143475.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -143482.578125 Penalty: 3786.151367
	Iteration 31Q: 3 clusters Score -143482.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -143491.312500 Penalty: 3786.151367
	Iteration 32Q: 3 clusters Score -143491.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -143498.765625 Penalty: 3786.151367
	Iteration 33Q: 3 clusters Score -143498.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -143505.515625 Penalty: 3786.151367
	Iteration 34Q: 3 clusters Score -143505.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -143509.718750 Penalty: 3786.151367
	Iteration 35Q: 3 clusters Score -143509.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -143513.328125 Penalty: 3786.151367
	Iteration 36Q: 3 clusters Score -143513.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -143518.765625 Penalty: 3786.151367
	Iteration 37Q: 3 clusters Score -143518.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -143526.234375 Penalty: 3786.151367
	Iteration 38Q: 3 clusters Score -143526.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -143533.593750 Penalty: 3786.151367
	Iteration 39Q: 3 clusters Score -143533.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -143538.062500 Penalty: 3786.151367
	Iteration 40F: 3 clusters Score -143538.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -143538.921875 Penalty: 3786.151367
	Iteration 41Q: 3 clusters Score -143538.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -143538.921875 Penalty: 3786.151367
	Iteration 42F: 3 clusters Score -143538.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251258 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226601 members 
Mstep: Class 5 contains 98274 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31194 members 
Mstep: Class 8 contains 92356 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132174 members 
Mstep: Class 11 contains 207136 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42518 members 
Mstep: Class 16 contains 13496 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40407 members 
Mstep: Class 24 contains 13181 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8483 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16660 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7530 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10279 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14163 members 
Mstep: Class 41 contains 59915 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6547 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4193 members 
Mstep: Class 46 contains 12932 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298368.000000 Penalty: 165088.125000
Iteration 199Q: 48 clusters Score -1.022984e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251258 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226600 members 
Mstep: Class 5 contains 98273 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31194 members 
Mstep: Class 8 contains 92357 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132175 members 
Mstep: Class 11 contains 207137 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42515 members 
Mstep: Class 16 contains 13496 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40406 members 
Mstep: Class 24 contains 13181 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8483 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16660 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7530 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10279 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14164 members 
Mstep: Class 41 contains 59916 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6547 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4193 members 
Mstep: Class 46 contains 12933 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298424.000000 Penalty: 165088.125000
Iteration 200F: 48 clusters Score -1.022984e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251258 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226598 members 
Mstep: Class 5 contains 98272 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31194 members 
Mstep: Class 8 contains 92356 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132175 members 
Mstep: Class 11 contains 207137 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42514 members 
Mstep: Class 16 contains 13496 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40409 members 
Mstep: Class 24 contains 13181 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8484 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16660 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7530 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10279 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14165 members 
Mstep: Class 41 contains 59916 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6547 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4193 members 
Mstep: Class 46 contains 12933 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298368.000000 Penalty: 165088.125000
Iteration 201Q: 48 clusters Score -1.022984e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251258 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226598 members 
Mstep: Class 5 contains 98272 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31194 members 
Mstep: Class 8 contains 92356 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132175 members 
Mstep: Class 11 contains 207137 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42510 members 
Mstep: Class 16 contains 13496 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40410 members 
Mstep: Class 24 contains 13181 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8486 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16660 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7530 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10279 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14167 members 
Mstep: Class 41 contains 59915 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6547 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4193 members 
Mstep: Class 46 contains 12933 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298368.000000 Penalty: 165088.125000
Iteration 202Q: 48 clusters Score -1.022984e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251258 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226597 members 
Mstep: Class 5 contains 98272 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31194 members 
Mstep: Class 8 contains 92356 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132175 members 
Mstep: Class 11 contains 207137 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42507 members 
Mstep: Class 16 contains 13496 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40409 members 
Mstep: Class 24 contains 13181 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8489 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16660 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7530 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10279 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14168 members 
Mstep: Class 41 contains 59916 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6547 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4193 members 
Mstep: Class 46 contains 12933 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298376.000000 Penalty: 165088.125000
Iteration 203Q: 48 clusters Score -1.022984e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251258 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226596 members 
Mstep: Class 5 contains 98272 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31194 members 
Mstep: Class 8 contains 92356 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132175 members 
Mstep: Class 11 contains 207137 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42504 members 
Mstep: Class 16 contains 13496 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40409 members 
Mstep: Class 24 contains 13181 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8491 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16660 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7531 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10279 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14168 members 
Mstep: Class 41 contains 59917 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6547 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4193 members 
Mstep: Class 46 contains 12933 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298392.000000 Penalty: 165088.125000
Iteration 204Q: 48 clusters Score -1.022984e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251258 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226595 members 
Mstep: Class 5 contains 98272 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31194 members 
Mstep: Class 8 contains 92355 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132176 members 
Mstep: Class 11 contains 207137 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42496 members 
Mstep: Class 16 contains 13496 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18082 members 
Mstep: Class 23 contains 40410 members 
Mstep: Class 24 contains 13181 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8495 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16660 members 
Mstep: Class 32 contains 4222 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7532 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10279 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14168 members 
Mstep: Class 41 contains 59918 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6547 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4193 members 
Mstep: Class 46 contains 12933 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298392.000000 Penalty: 165088.125000
Iteration 205Q: 48 clusters Score -1.022984e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251258 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226594 members 
Mstep: Class 5 contains 98272 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31194 members 
Mstep: Class 8 contains 92355 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132176 members 
Mstep: Class 11 contains 207137 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42495 members 
Mstep: Class 16 contains 13496 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18082 members 
Mstep: Class 23 contains 40410 members 
Mstep: Class 24 contains 13181 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8499 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16660 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7532 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10279 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14167 members 
Mstep: Class 41 contains 59918 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6547 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4193 members 
Mstep: Class 46 contains 12933 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298416.000000 Penalty: 165088.125000
Iteration 206Q: 48 clusters Score -1.022984e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251259 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226593 members 
Mstep: Class 5 contains 98272 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31194 members 
Mstep: Class 8 contains 92355 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132176 members 
Mstep: Class 11 contains 207137 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42492 members 
Mstep: Class 16 contains 13496 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18082 members 
Mstep: Class 23 contains 40409 members 
Mstep: Class 24 contains 13181 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8502 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16660 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7532 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10279 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14169 members 
Mstep: Class 41 contains 59917 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6547 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4193 members 
Mstep: Class 46 contains 12933 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298416.000000 Penalty: 165088.125000
Iteration 207Q: 48 clusters Score -1.022984e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251259 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226593 members 
Mstep: Class 5 contains 98272 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31195 members 
Mstep: Class 8 contains 92355 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132176 members 
Mstep: Class 11 contains 207137 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42490 members 
Mstep: Class 16 contains 13496 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40410 members 
Mstep: Class 24 contains 13181 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8502 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16660 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7532 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10279 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14172 members 
Mstep: Class 41 contains 59915 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6547 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4193 members 
Mstep: Class 46 contains 12933 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298448.000000 Penalty: 165088.125000
Iteration 208Q: 48 clusters Score -1.022984e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251260 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226592 members 
Mstep: Class 5 contains 98272 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31195 members 
Mstep: Class 8 contains 92355 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132176 members 
Mstep: Class 11 contains 207137 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42488 members 
Mstep: Class 16 contains 13496 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40412 members 
Mstep: Class 24 contains 13181 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8503 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16660 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7532 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10279 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14171 members 
Mstep: Class 41 contains 59914 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6548 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4193 members 
Mstep: Class 46 contains 12933 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298464.000000 Penalty: 165088.125000
Iteration 209Q: 48 clusters Score -1.022985e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251260 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226592 members 
Mstep: Class 5 contains 98272 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31195 members 
Mstep: Class 8 contains 92355 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132176 members 
Mstep: Class 11 contains 207137 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42488 members 
Mstep: Class 16 contains 13496 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40412 members 
Mstep: Class 24 contains 13181 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8503 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16660 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7532 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10279 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14171 members 
Mstep: Class 41 contains 59914 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6548 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4193 members 
Mstep: Class 46 contains 12933 members 
Mstep: Class 47 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298464.000000 Penalty: 165088.125000
Iteration 210F: 48 clusters Score -1.022985e+08 nChanged 0
Entering ConstructFrom: 
Score: -102298464.000000 Penalty: 165088.125000
Entering ConstructFrom: 
Trying to split cluster 1 (251260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251260 members 
Entering Unmasked Estep 
Score: -18855752.000000 Penalty: 3083.692383
	Iteration 0F: 2 clusters Score -1.885575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125682 members 
Mstep: Class 2 contains 125578 members 
Entering Unmasked Estep 
Score: -18687520.000000 Penalty: 6167.384766
	Iteration 0F: 3 clusters Score -1.868752e+07 nChanged 121161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125305 members 
Mstep: Class 2 contains 125955 members 
Entering Unmasked Estep 
Score: -18760936.000000 Penalty: 6167.384766
	Iteration 1F: 3 clusters Score -1.876094e+07 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125829 members 
Mstep: Class 2 contains 125431 members 
Entering Unmasked Estep 
Score: -18764082.000000 Penalty: 6167.384766
	Iteration 2Q: 3 clusters Score -1.876408e+07 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127101 members 
Mstep: Class 2 contains 124159 members 
Entering Unmasked Estep 
Score: -18768558.000000 Penalty: 6167.384766
	Iteration 3Q: 3 clusters Score -1.876856e+07 nChanged 12436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129621 members 
Mstep: Class 2 contains 121639 members 
Entering Unmasked Estep 
Score: -18775228.000000 Penalty: 6167.384766
	Iteration 4Q: 3 clusters Score -1.877523e+07 nChanged 15049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134162 members 
Mstep: Class 2 contains 117098 members 
Entering Unmasked Estep 
Score: -18784588.000000 Penalty: 6167.384766
	Iteration 5F: 3 clusters Score -1.878459e+07 nChanged 17605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141211 members 
Mstep: Class 2 contains 110049 members 
Entering Unmasked Estep 
Score: -18797918.000000 Penalty: 6167.384766
	Iteration 6F: 3 clusters Score -1.879792e+07 nChanged 18941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149952 members 
Mstep: Class 2 contains 101308 members 
Entering Unmasked Estep 
Score: -18813342.000000 Penalty: 6167.384766
	Iteration 7F: 3 clusters Score -1.881334e+07 nChanged 16660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157968 members 
Mstep: Class 2 contains 93292 members 
Entering Unmasked Estep 
Score: -18827540.000000 Penalty: 6167.384766
	Iteration 8F: 3 clusters Score -1.882754e+07 nChanged 11834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164148 members 
Mstep: Class 2 contains 87112 members 
Entering Unmasked Estep 
Score: -18836020.000000 Penalty: 6167.384766
	Iteration 9Q: 3 clusters Score -1.883602e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169303 members 
Mstep: Class 2 contains 81957 members 
Entering Unmasked Estep 
Score: -18840586.000000 Penalty: 6167.384766
	Iteration 10Q: 3 clusters Score -1.884059e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173727 members 
Mstep: Class 2 contains 77533 members 
Entering Unmasked Estep 
Score: -18843932.000000 Penalty: 6167.384766
	Iteration 11Q: 3 clusters Score -1.884393e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177516 members 
Mstep: Class 2 contains 73744 members 
Entering Unmasked Estep 
Score: -18846492.000000 Penalty: 6167.384766
	Iteration 12Q: 3 clusters Score -1.884649e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180765 members 
Mstep: Class 2 contains 70495 members 
Entering Unmasked Estep 
Score: -18848204.000000 Penalty: 6167.384766
	Iteration 13Q: 3 clusters Score -1.88482e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183562 members 
Mstep: Class 2 contains 67698 members 
Entering Unmasked Estep 
Score: -18849478.000000 Penalty: 6167.384766
	Iteration 14Q: 3 clusters Score -1.884948e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186055 members 
Mstep: Class 2 contains 65205 members 
Entering Unmasked Estep 
Score: -18850418.000000 Penalty: 6167.384766
	Iteration 15Q: 3 clusters Score -1.885042e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188278 members 
Mstep: Class 2 contains 62982 members 
Entering Unmasked Estep 
Score: -18851108.000000 Penalty: 6167.384766
	Iteration 16Q: 3 clusters Score -1.885111e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190261 members 
Mstep: Class 2 contains 60999 members 
Entering Unmasked Estep 
Score: -18851536.000000 Penalty: 6167.384766
	Iteration 17Q: 3 clusters Score -1.885154e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192034 members 
Mstep: Class 2 contains 59226 members 
Entering Unmasked Estep 
Score: -18851906.000000 Penalty: 6167.384766
	Iteration 18Q: 3 clusters Score -1.885191e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193661 members 
Mstep: Class 2 contains 57599 members 
Entering Unmasked Estep 
Score: -18852108.000000 Penalty: 6167.384766
	Iteration 19Q: 3 clusters Score -1.885211e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195148 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -18852196.000000 Penalty: 6167.384766
	Iteration 20F: 3 clusters Score -1.88522e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196493 members 
Mstep: Class 2 contains 54767 members 
Entering Unmasked Estep 
Score: -18852510.000000 Penalty: 6167.384766
	Iteration 21Q: 3 clusters Score -1.885251e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197726 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -18852734.000000 Penalty: 6167.384766
	Iteration 22Q: 3 clusters Score -1.885273e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198915 members 
Mstep: Class 2 contains 52345 members 
Entering Unmasked Estep 
Score: -18852892.000000 Penalty: 6167.384766
	Iteration 23Q: 3 clusters Score -1.885289e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200007 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -18852926.000000 Penalty: 6167.384766
	Iteration 24Q: 3 clusters Score -1.885293e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201037 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -18853030.000000 Penalty: 6167.384766
	Iteration 25Q: 3 clusters Score -1.885303e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202031 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -18853228.000000 Penalty: 6167.384766
	Iteration 26Q: 3 clusters Score -1.885323e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202921 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -18853312.000000 Penalty: 6167.384766
	Iteration 27Q: 3 clusters Score -1.885331e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203751 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -18853428.000000 Penalty: 6167.384766
	Iteration 28Q: 3 clusters Score -1.885343e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204541 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -18853466.000000 Penalty: 6167.384766
	Iteration 29Q: 3 clusters Score -1.885347e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205274 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -18853584.000000 Penalty: 6167.384766
	Iteration 30Q: 3 clusters Score -1.885358e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205960 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -18853664.000000 Penalty: 6167.384766
	Iteration 31Q: 3 clusters Score -1.885366e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206601 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -18853846.000000 Penalty: 6167.384766
	Iteration 32Q: 3 clusters Score -1.885385e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207265 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -18853922.000000 Penalty: 6167.384766
	Iteration 33Q: 3 clusters Score -1.885392e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207934 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -18854034.000000 Penalty: 6167.384766
	Iteration 34Q: 3 clusters Score -1.885403e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208608 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -18854022.000000 Penalty: 6167.384766
	Iteration 35Q: 3 clusters Score -1.885402e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209252 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -18854082.000000 Penalty: 6167.384766
	Iteration 36Q: 3 clusters Score -1.885408e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209872 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -18854120.000000 Penalty: 6167.384766
	Iteration 37Q: 3 clusters Score -1.885412e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210434 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -18854240.000000 Penalty: 6167.384766
	Iteration 38Q: 3 clusters Score -1.885424e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210996 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -18854332.000000 Penalty: 6167.384766
	Iteration 39Q: 3 clusters Score -1.885433e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211575 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -18854296.000000 Penalty: 6167.384766
	Iteration 40F: 3 clusters Score -1.88543e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212150 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -18854360.000000 Penalty: 6167.384766
	Iteration 41Q: 3 clusters Score -1.885436e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212711 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -18854366.000000 Penalty: 6167.384766
	Iteration 42Q: 3 clusters Score -1.885437e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213199 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -18854350.000000 Penalty: 6167.384766
	Iteration 43Q: 3 clusters Score -1.885435e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213701 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -18854416.000000 Penalty: 6167.384766
	Iteration 44Q: 3 clusters Score -1.885442e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214172 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -18854466.000000 Penalty: 6167.384766
	Iteration 45Q: 3 clusters Score -1.885447e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214642 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -18854500.000000 Penalty: 6167.384766
	Iteration 46Q: 3 clusters Score -1.88545e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215107 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -18854536.000000 Penalty: 6167.384766
	Iteration 47Q: 3 clusters Score -1.885454e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215571 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -18854598.000000 Penalty: 6167.384766
	Iteration 48Q: 3 clusters Score -1.88546e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216017 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -18854636.000000 Penalty: 6167.384766
	Iteration 49Q: 3 clusters Score -1.885464e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216423 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -18854604.000000 Penalty: 6167.384766
	Iteration 50Q: 3 clusters Score -1.88546e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216804 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -18854652.000000 Penalty: 6167.384766
	Iteration 51Q: 3 clusters Score -1.885465e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217184 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -18854696.000000 Penalty: 6167.384766
	Iteration 52Q: 3 clusters Score -1.88547e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217598 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -18854746.000000 Penalty: 6167.384766
	Iteration 53Q: 3 clusters Score -1.885475e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218000 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -18854804.000000 Penalty: 6167.384766
	Iteration 54Q: 3 clusters Score -1.88548e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218417 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -18854862.000000 Penalty: 6167.384766
	Iteration 55Q: 3 clusters Score -1.885486e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218832 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -18854932.000000 Penalty: 6167.384766
	Iteration 56Q: 3 clusters Score -1.885493e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219197 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -18854972.000000 Penalty: 6167.384766
	Iteration 57Q: 3 clusters Score -1.885497e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219547 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -18854984.000000 Penalty: 6167.384766
	Iteration 58Q: 3 clusters Score -1.885498e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219912 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -18855008.000000 Penalty: 6167.384766
	Iteration 59Q: 3 clusters Score -1.885501e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220261 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -18855026.000000 Penalty: 6167.384766
	Iteration 60F: 3 clusters Score -1.885503e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220573 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -18855022.000000 Penalty: 6167.384766
	Iteration 61Q: 3 clusters Score -1.885502e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220902 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -18855048.000000 Penalty: 6167.384766
	Iteration 62Q: 3 clusters Score -1.885505e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221225 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -18855094.000000 Penalty: 6167.384766
	Iteration 63Q: 3 clusters Score -1.885509e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221518 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -18855126.000000 Penalty: 6167.384766
	Iteration 64Q: 3 clusters Score -1.885513e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221806 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -18855192.000000 Penalty: 6167.384766
	Iteration 65Q: 3 clusters Score -1.885519e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222061 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -18855170.000000 Penalty: 6167.384766
	Iteration 66Q: 3 clusters Score -1.885517e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222264 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -18855186.000000 Penalty: 6167.384766
	Iteration 67Q: 3 clusters Score -1.885519e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222466 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -18855208.000000 Penalty: 6167.384766
	Iteration 68Q: 3 clusters Score -1.885521e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222662 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -18855194.000000 Penalty: 6167.384766
	Iteration 69Q: 3 clusters Score -1.885519e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222842 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -18855198.000000 Penalty: 6167.384766
	Iteration 70Q: 3 clusters Score -1.88552e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223011 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -18855206.000000 Penalty: 6167.384766
	Iteration 71Q: 3 clusters Score -1.885521e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223177 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -18855216.000000 Penalty: 6167.384766
	Iteration 72Q: 3 clusters Score -1.885522e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223333 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -18855156.000000 Penalty: 6167.384766
	Iteration 73Q: 3 clusters Score -1.885516e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223484 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -18855218.000000 Penalty: 6167.384766
	Iteration 74Q: 3 clusters Score -1.885522e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223628 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -18855238.000000 Penalty: 6167.384766
	Iteration 75Q: 3 clusters Score -1.885524e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223762 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -18855268.000000 Penalty: 6167.384766
	Iteration 76Q: 3 clusters Score -1.885527e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223872 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -18855220.000000 Penalty: 6167.384766
	Iteration 77Q: 3 clusters Score -1.885522e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223991 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -18855268.000000 Penalty: 6167.384766
	Iteration 78Q: 3 clusters Score -1.885527e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224096 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -18855250.000000 Penalty: 6167.384766
	Iteration 79Q: 3 clusters Score -1.885525e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224194 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -18855258.000000 Penalty: 6167.384766
	Iteration 80F: 3 clusters Score -1.885526e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224282 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -18855244.000000 Penalty: 6167.384766
	Iteration 81Q: 3 clusters Score -1.885524e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224373 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -18855246.000000 Penalty: 6167.384766
	Iteration 82Q: 3 clusters Score -1.885525e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224459 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -18855250.000000 Penalty: 6167.384766
	Iteration 83Q: 3 clusters Score -1.885525e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224545 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -18855284.000000 Penalty: 6167.384766
	Iteration 84Q: 3 clusters Score -1.885528e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224632 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -18855230.000000 Penalty: 6167.384766
	Iteration 85Q: 3 clusters Score -1.885523e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224699 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -18855228.000000 Penalty: 6167.384766
	Iteration 86Q: 3 clusters Score -1.885523e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224758 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -18855232.000000 Penalty: 6167.384766
	Iteration 87Q: 3 clusters Score -1.885523e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224804 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -18855230.000000 Penalty: 6167.384766
	Iteration 88Q: 3 clusters Score -1.885523e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224863 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -18855252.000000 Penalty: 6167.384766
	Iteration 89Q: 3 clusters Score -1.885525e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224913 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -18855252.000000 Penalty: 6167.384766
	Iteration 90Q: 3 clusters Score -1.885525e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224954 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -18855264.000000 Penalty: 6167.384766
	Iteration 91Q: 3 clusters Score -1.885526e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224987 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -18855240.000000 Penalty: 6167.384766
	Iteration 92Q: 3 clusters Score -1.885524e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225025 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -18855274.000000 Penalty: 6167.384766
	Iteration 93Q: 3 clusters Score -1.885527e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225067 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -18855254.000000 Penalty: 6167.384766
	Iteration 94Q: 3 clusters Score -1.885525e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225105 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -18855234.000000 Penalty: 6167.384766
	Iteration 95Q: 3 clusters Score -1.885523e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225150 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -18855234.000000 Penalty: 6167.384766
	Iteration 96Q: 3 clusters Score -1.885523e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225190 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -18855220.000000 Penalty: 6167.384766
	Iteration 97Q: 3 clusters Score -1.885522e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225237 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -18855208.000000 Penalty: 6167.384766
	Iteration 98Q: 3 clusters Score -1.885521e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225282 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -18855220.000000 Penalty: 6167.384766
	Iteration 99Q: 3 clusters Score -1.885522e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225313 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -18855228.000000 Penalty: 6167.384766
	Iteration 100F: 3 clusters Score -1.885523e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225336 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -18855228.000000 Penalty: 6167.384766
	Iteration 101Q: 3 clusters Score -1.885523e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225362 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -18855210.000000 Penalty: 6167.384766
	Iteration 102Q: 3 clusters Score -1.885521e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225387 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -18855216.000000 Penalty: 6167.384766
	Iteration 103Q: 3 clusters Score -1.885522e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225406 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -18855216.000000 Penalty: 6167.384766
	Iteration 104Q: 3 clusters Score -1.885522e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225420 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -18855228.000000 Penalty: 6167.384766
	Iteration 105Q: 3 clusters Score -1.885523e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225429 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -18855206.000000 Penalty: 6167.384766
	Iteration 106Q: 3 clusters Score -1.885521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225437 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -18855212.000000 Penalty: 6167.384766
	Iteration 107Q: 3 clusters Score -1.885521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225444 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -18855218.000000 Penalty: 6167.384766
	Iteration 108Q: 3 clusters Score -1.885522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225455 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -18855204.000000 Penalty: 6167.384766
	Iteration 109Q: 3 clusters Score -1.88552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225466 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -18855208.000000 Penalty: 6167.384766
	Iteration 110Q: 3 clusters Score -1.885521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225477 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -18855192.000000 Penalty: 6167.384766
	Iteration 111Q: 3 clusters Score -1.885519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225490 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -18855214.000000 Penalty: 6167.384766
	Iteration 112Q: 3 clusters Score -1.885521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225508 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -18855214.000000 Penalty: 6167.384766
	Iteration 113Q: 3 clusters Score -1.885521e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225527 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -18855218.000000 Penalty: 6167.384766
	Iteration 114Q: 3 clusters Score -1.885522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225542 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -18855206.000000 Penalty: 6167.384766
	Iteration 115Q: 3 clusters Score -1.885521e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225554 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -18855222.000000 Penalty: 6167.384766
	Iteration 116Q: 3 clusters Score -1.885522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225569 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -18855230.000000 Penalty: 6167.384766
	Iteration 117Q: 3 clusters Score -1.885523e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225586 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -18855258.000000 Penalty: 6167.384766
	Iteration 118Q: 3 clusters Score -1.885526e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225603 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -18855246.000000 Penalty: 6167.384766
	Iteration 119Q: 3 clusters Score -1.885525e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225624 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -18855252.000000 Penalty: 6167.384766
	Iteration 120F: 3 clusters Score -1.885525e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225644 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -18855250.000000 Penalty: 6167.384766
	Iteration 121Q: 3 clusters Score -1.885525e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225664 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -18855256.000000 Penalty: 6167.384766
	Iteration 122Q: 3 clusters Score -1.885526e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225694 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -18855242.000000 Penalty: 6167.384766
	Iteration 123Q: 3 clusters Score -1.885524e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225714 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -18855244.000000 Penalty: 6167.384766
	Iteration 124Q: 3 clusters Score -1.885524e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225735 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -18855246.000000 Penalty: 6167.384766
	Iteration 125Q: 3 clusters Score -1.885525e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225755 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -18855242.000000 Penalty: 6167.384766
	Iteration 126Q: 3 clusters Score -1.885524e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225779 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -18855242.000000 Penalty: 6167.384766
	Iteration 127Q: 3 clusters Score -1.885524e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225800 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -18855264.000000 Penalty: 6167.384766
	Iteration 128Q: 3 clusters Score -1.885526e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225819 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -18855248.000000 Penalty: 6167.384766
	Iteration 129Q: 3 clusters Score -1.885525e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225833 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -18855250.000000 Penalty: 6167.384766
	Iteration 130Q: 3 clusters Score -1.885525e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225849 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -18855260.000000 Penalty: 6167.384766
	Iteration 131Q: 3 clusters Score -1.885526e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225865 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -18855250.000000 Penalty: 6167.384766
	Iteration 132Q: 3 clusters Score -1.885525e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225883 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -18855246.000000 Penalty: 6167.384766
	Iteration 133Q: 3 clusters Score -1.885525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225895 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -18855222.000000 Penalty: 6167.384766
	Iteration 134Q: 3 clusters Score -1.885522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225906 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -18855226.000000 Penalty: 6167.384766
	Iteration 135Q: 3 clusters Score -1.885523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225914 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -18855224.000000 Penalty: 6167.384766
	Iteration 136Q: 3 clusters Score -1.885522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225923 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -18855212.000000 Penalty: 6167.384766
	Iteration 137Q: 3 clusters Score -1.885521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225931 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -18855234.000000 Penalty: 6167.384766
	Iteration 138Q: 3 clusters Score -1.885523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225939 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -18855248.000000 Penalty: 6167.384766
	Iteration 139Q: 3 clusters Score -1.885525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225950 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -18855248.000000 Penalty: 6167.384766
	Iteration 140F: 3 clusters Score -1.885525e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225964 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -18855232.000000 Penalty: 6167.384766
	Iteration 141Q: 3 clusters Score -1.885523e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225983 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -18855232.000000 Penalty: 6167.384766
	Iteration 142Q: 3 clusters Score -1.885523e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226004 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -18855236.000000 Penalty: 6167.384766
	Iteration 143Q: 3 clusters Score -1.885524e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226029 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -18855240.000000 Penalty: 6167.384766
	Iteration 144Q: 3 clusters Score -1.885524e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226060 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -18855202.000000 Penalty: 6167.384766
	Iteration 145Q: 3 clusters Score -1.88552e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226103 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -18855212.000000 Penalty: 6167.384766
	Iteration 146Q: 3 clusters Score -1.885521e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226144 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -18855204.000000 Penalty: 6167.384766
	Iteration 147Q: 3 clusters Score -1.88552e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226186 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -18855220.000000 Penalty: 6167.384766
	Iteration 148Q: 3 clusters Score -1.885522e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226234 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -18855244.000000 Penalty: 6167.384766
	Iteration 149Q: 3 clusters Score -1.885524e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226290 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -18855250.000000 Penalty: 6167.384766
	Iteration 150Q: 3 clusters Score -1.885525e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226362 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -18855246.000000 Penalty: 6167.384766
	Iteration 151Q: 3 clusters Score -1.885525e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226449 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -18855226.000000 Penalty: 6167.384766
	Iteration 152Q: 3 clusters Score -1.885523e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226529 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -18855208.000000 Penalty: 6167.384766
	Iteration 153Q: 3 clusters Score -1.885521e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226601 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -18855218.000000 Penalty: 6167.384766
	Iteration 154Q: 3 clusters Score -1.885522e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226677 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -18855240.000000 Penalty: 6167.384766
	Iteration 155Q: 3 clusters Score -1.885524e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226730 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -18855242.000000 Penalty: 6167.384766
	Iteration 156Q: 3 clusters Score -1.885524e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226790 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -18855232.000000 Penalty: 6167.384766
	Iteration 157Q: 3 clusters Score -1.885523e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226850 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -18855248.000000 Penalty: 6167.384766
	Iteration 158Q: 3 clusters Score -1.885525e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226899 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -18855264.000000 Penalty: 6167.384766
	Iteration 159Q: 3 clusters Score -1.885526e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226937 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -18855288.000000 Penalty: 6167.384766
	Iteration 160F: 3 clusters Score -1.885529e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226964 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -18855286.000000 Penalty: 6167.384766
	Iteration 161Q: 3 clusters Score -1.885529e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226990 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -18855300.000000 Penalty: 6167.384766
	Iteration 162Q: 3 clusters Score -1.88553e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227026 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -18855302.000000 Penalty: 6167.384766
	Iteration 163Q: 3 clusters Score -1.88553e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227055 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -18855314.000000 Penalty: 6167.384766
	Iteration 164Q: 3 clusters Score -1.885531e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227073 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -18855292.000000 Penalty: 6167.384766
	Iteration 165Q: 3 clusters Score -1.885529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227086 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -18855278.000000 Penalty: 6167.384766
	Iteration 166Q: 3 clusters Score -1.885528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227102 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -18855286.000000 Penalty: 6167.384766
	Iteration 167Q: 3 clusters Score -1.885529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227110 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -18855276.000000 Penalty: 6167.384766
	Iteration 168Q: 3 clusters Score -1.885528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227123 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -18855274.000000 Penalty: 6167.384766
	Iteration 169Q: 3 clusters Score -1.885527e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227140 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -18855276.000000 Penalty: 6167.384766
	Iteration 170Q: 3 clusters Score -1.885528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227151 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -18855276.000000 Penalty: 6167.384766
	Iteration 171Q: 3 clusters Score -1.885528e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227168 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -18855264.000000 Penalty: 6167.384766
	Iteration 172Q: 3 clusters Score -1.885526e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227186 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -18855254.000000 Penalty: 6167.384766
	Iteration 173Q: 3 clusters Score -1.885525e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227197 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -18855250.000000 Penalty: 6167.384766
	Iteration 174Q: 3 clusters Score -1.885525e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227216 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -18855276.000000 Penalty: 6167.384766
	Iteration 175Q: 3 clusters Score -1.885528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227228 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -18855258.000000 Penalty: 6167.384766
	Iteration 176Q: 3 clusters Score -1.885526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227241 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -18855276.000000 Penalty: 6167.384766
	Iteration 177Q: 3 clusters Score -1.885528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227250 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -18855278.000000 Penalty: 6167.384766
	Iteration 178Q: 3 clusters Score -1.885528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227265 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -18855284.000000 Penalty: 6167.384766
	Iteration 179Q: 3 clusters Score -1.885528e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227283 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -18855268.000000 Penalty: 6167.384766
	Iteration 180F: 3 clusters Score -1.885527e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227299 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -18855274.000000 Penalty: 6167.384766
	Iteration 181Q: 3 clusters Score -1.885527e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227316 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -18855262.000000 Penalty: 6167.384766
	Iteration 182Q: 3 clusters Score -1.885526e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227333 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -18855256.000000 Penalty: 6167.384766
	Iteration 183Q: 3 clusters Score -1.885526e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227355 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -18855272.000000 Penalty: 6167.384766
	Iteration 184Q: 3 clusters Score -1.885527e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227382 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -18855290.000000 Penalty: 6167.384766
	Iteration 185Q: 3 clusters Score -1.885529e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227401 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -18855274.000000 Penalty: 6167.384766
	Iteration 186Q: 3 clusters Score -1.885527e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227419 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -18855286.000000 Penalty: 6167.384766
	Iteration 187Q: 3 clusters Score -1.885529e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227435 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -18855280.000000 Penalty: 6167.384766
	Iteration 188Q: 3 clusters Score -1.885528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227446 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -18855280.000000 Penalty: 6167.384766
	Iteration 189Q: 3 clusters Score -1.885528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227457 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -18855284.000000 Penalty: 6167.384766
	Iteration 190Q: 3 clusters Score -1.885528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227472 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -18855260.000000 Penalty: 6167.384766
	Iteration 191Q: 3 clusters Score -1.885526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227490 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -18855254.000000 Penalty: 6167.384766
	Iteration 192Q: 3 clusters Score -1.885525e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227507 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -18855246.000000 Penalty: 6167.384766
	Iteration 193Q: 3 clusters Score -1.885525e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227527 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -18855274.000000 Penalty: 6167.384766
	Iteration 194Q: 3 clusters Score -1.885527e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227555 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -18855248.000000 Penalty: 6167.384766
	Iteration 195Q: 3 clusters Score -1.885525e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227591 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -18855258.000000 Penalty: 6167.384766
	Iteration 196Q: 3 clusters Score -1.885526e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227622 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -18855266.000000 Penalty: 6167.384766
	Iteration 197Q: 3 clusters Score -1.885527e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227649 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -18855274.000000 Penalty: 6167.384766
	Iteration 198Q: 3 clusters Score -1.885527e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227665 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -18855274.000000 Penalty: 6167.384766
	Iteration 199Q: 3 clusters Score -1.885527e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227681 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -18855286.000000 Penalty: 6167.384766
	Iteration 200F: 3 clusters Score -1.885529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227696 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -18855290.000000 Penalty: 6167.384766
	Iteration 201Q: 3 clusters Score -1.885529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227705 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -18855290.000000 Penalty: 6167.384766
	Iteration 202Q: 3 clusters Score -1.885529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227716 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -18855276.000000 Penalty: 6167.384766
	Iteration 203Q: 3 clusters Score -1.885528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227731 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -18855278.000000 Penalty: 6167.384766
	Iteration 204Q: 3 clusters Score -1.885528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227744 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -18855276.000000 Penalty: 6167.384766
	Iteration 205Q: 3 clusters Score -1.885528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227759 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -18855282.000000 Penalty: 6167.384766
	Iteration 206Q: 3 clusters Score -1.885528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227781 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -18855272.000000 Penalty: 6167.384766
	Iteration 207Q: 3 clusters Score -1.885527e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227804 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -18855280.000000 Penalty: 6167.384766
	Iteration 208Q: 3 clusters Score -1.885528e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227829 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -18855272.000000 Penalty: 6167.384766
	Iteration 209Q: 3 clusters Score -1.885527e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227845 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -18855280.000000 Penalty: 6167.384766
	Iteration 210Q: 3 clusters Score -1.885528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227860 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -18855274.000000 Penalty: 6167.384766
	Iteration 211Q: 3 clusters Score -1.885527e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227874 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -18855274.000000 Penalty: 6167.384766
	Iteration 212Q: 3 clusters Score -1.885527e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227889 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -18855296.000000 Penalty: 6167.384766
	Iteration 213Q: 3 clusters Score -1.88553e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227902 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -18855268.000000 Penalty: 6167.384766
	Iteration 214Q: 3 clusters Score -1.885527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227913 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -18855278.000000 Penalty: 6167.384766
	Iteration 215Q: 3 clusters Score -1.885528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227924 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -18855256.000000 Penalty: 6167.384766
	Iteration 216Q: 3 clusters Score -1.885526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227938 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -18855260.000000 Penalty: 6167.384766
	Iteration 217Q: 3 clusters Score -1.885526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227951 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -18855258.000000 Penalty: 6167.384766
	Iteration 218Q: 3 clusters Score -1.885526e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227970 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -18855262.000000 Penalty: 6167.384766
	Iteration 219Q: 3 clusters Score -1.885526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227988 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -18855258.000000 Penalty: 6167.384766
	Iteration 220F: 3 clusters Score -1.885526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228002 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -18855264.000000 Penalty: 6167.384766
	Iteration 221Q: 3 clusters Score -1.885526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228015 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -18855258.000000 Penalty: 6167.384766
	Iteration 222Q: 3 clusters Score -1.885526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228026 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -18855258.000000 Penalty: 6167.384766
	Iteration 223Q: 3 clusters Score -1.885526e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228041 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -18855238.000000 Penalty: 6167.384766
	Iteration 224Q: 3 clusters Score -1.885524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228057 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -18855244.000000 Penalty: 6167.384766
	Iteration 225Q: 3 clusters Score -1.885524e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228074 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -18855258.000000 Penalty: 6167.384766
	Iteration 226Q: 3 clusters Score -1.885526e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228091 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -18855268.000000 Penalty: 6167.384766
	Iteration 227Q: 3 clusters Score -1.885527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228099 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -18855272.000000 Penalty: 6167.384766
	Iteration 228Q: 3 clusters Score -1.885527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228107 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -18855278.000000 Penalty: 6167.384766
	Iteration 229Q: 3 clusters Score -1.885528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228113 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -18855282.000000 Penalty: 6167.384766
	Iteration 230Q: 3 clusters Score -1.885528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228115 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -18855278.000000 Penalty: 6167.384766
	Iteration 231Q: 3 clusters Score -1.885528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228116 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -18855278.000000 Penalty: 6167.384766
	Iteration 232Q: 3 clusters Score -1.885528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228119 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -18855290.000000 Penalty: 6167.384766
	Iteration 233Q: 3 clusters Score -1.885529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228119 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -18855290.000000 Penalty: 6167.384766
	Iteration 234F: 3 clusters Score -1.885529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Entering Unmasked Estep 
Score: -624936.062500 Penalty: 2239.800293
	Iteration 0F: 2 clusters Score -624936.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -618282.437500 Penalty: 4479.600586
	Iteration 0F: 3 clusters Score -618282.4 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -620091.875000 Penalty: 4479.600586
	Iteration 1F: 3 clusters Score -620091.9 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -620397.312500 Penalty: 4479.600586
	Iteration 2F: 3 clusters Score -620397.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -620626.750000 Penalty: 4479.600586
	Iteration 3F: 3 clusters Score -620626.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -620837.125000 Penalty: 4479.600586
	Iteration 4Q: 3 clusters Score -620837.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -621083.562500 Penalty: 4479.600586
	Iteration 5Q: 3 clusters Score -621083.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -621388.562500 Penalty: 4479.600586
	Iteration 6F: 3 clusters Score -621388.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -621695.375000 Penalty: 4479.600586
	Iteration 7F: 3 clusters Score -621695.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -622022.125000 Penalty: 4479.600586
	Iteration 8Q: 3 clusters Score -622022.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -622311.937500 Penalty: 4479.600586
	Iteration 9Q: 3 clusters Score -622311.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -622588.125000 Penalty: 4479.600586
	Iteration 10Q: 3 clusters Score -622588.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -622837.250000 Penalty: 4479.600586
	Iteration 11Q: 3 clusters Score -622837.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -623015.937500 Penalty: 4479.600586
	Iteration 12Q: 3 clusters Score -623015.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -623141.375000 Penalty: 4479.600586
	Iteration 13Q: 3 clusters Score -623141.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -623246.687500 Penalty: 4479.600586
	Iteration 14Q: 3 clusters Score -623246.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -623343.625000 Penalty: 4479.600586
	Iteration 15Q: 3 clusters Score -623343.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -623429.812500 Penalty: 4479.600586
	Iteration 16Q: 3 clusters Score -623429.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -623527.187500 Penalty: 4479.600586
	Iteration 17Q: 3 clusters Score -623527.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -623624.875000 Penalty: 4479.600586
	Iteration 18Q: 3 clusters Score -623624.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -623685.437500 Penalty: 4479.600586
	Iteration 19Q: 3 clusters Score -623685.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -623735.687500 Penalty: 4479.600586
	Iteration 20F: 3 clusters Score -623735.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -623768.125000 Penalty: 4479.600586
	Iteration 21Q: 3 clusters Score -623768.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -623783.625000 Penalty: 4479.600586
	Iteration 22Q: 3 clusters Score -623783.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -623792.562500 Penalty: 4479.600586
	Iteration 23Q: 3 clusters Score -623792.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -623801.562500 Penalty: 4479.600586
	Iteration 24Q: 3 clusters Score -623801.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -623805.562500 Penalty: 4479.600586
	Iteration 25Q: 3 clusters Score -623805.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -623810.500000 Penalty: 4479.600586
	Iteration 26Q: 3 clusters Score -623810.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -623812.625000 Penalty: 4479.600586
	Iteration 27Q: 3 clusters Score -623812.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -623814.125000 Penalty: 4479.600586
	Iteration 28Q: 3 clusters Score -623814.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -623815.812500 Penalty: 4479.600586
	Iteration 29Q: 3 clusters Score -623815.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -623818.812500 Penalty: 4479.600586
	Iteration 30Q: 3 clusters Score -623818.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -623819.312500 Penalty: 4479.600586
	Iteration 31Q: 3 clusters Score -623819.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -623819.687500 Penalty: 4479.600586
	Iteration 32Q: 3 clusters Score -623819.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -623820.750000 Penalty: 4479.600586
	Iteration 33Q: 3 clusters Score -623820.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -623822.250000 Penalty: 4479.600586
	Iteration 34Q: 3 clusters Score -623822.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -623821.812500 Penalty: 4479.600586
	Iteration 35Q: 3 clusters Score -623821.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -623822.250000 Penalty: 4479.600586
	Iteration 36Q: 3 clusters Score -623822.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -623822.250000 Penalty: 4479.600586
	Iteration 37F: 3 clusters Score -623822.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Entering Unmasked Estep 
Score: -319256.781250 Penalty: 2074.455811
	Iteration 0F: 2 clusters Score -319256.8 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 2236 members 
Entering Unmasked Estep 
Score: -315171.875000 Penalty: 4148.911621
	Iteration 0F: 3 clusters Score -315171.9 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -316083.343750 Penalty: 4148.911621
	Iteration 1F: 3 clusters Score -316083.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -316288.937500 Penalty: 4148.911621
	Iteration 2F: 3 clusters Score -316288.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -316403.125000 Penalty: 4148.911621
	Iteration 3F: 3 clusters Score -316403.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -316479.031250 Penalty: 4148.911621
	Iteration 4Q: 3 clusters Score -316479 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -316539.937500 Penalty: 4148.911621
	Iteration 5Q: 3 clusters Score -316539.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -316590.781250 Penalty: 4148.911621
	Iteration 6Q: 3 clusters Score -316590.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -316629.843750 Penalty: 4148.911621
	Iteration 7Q: 3 clusters Score -316629.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -316666.062500 Penalty: 4148.911621
	Iteration 8Q: 3 clusters Score -316666.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -316704.625000 Penalty: 4148.911621
	Iteration 9Q: 3 clusters Score -316704.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -316746.187500 Penalty: 4148.911621
	Iteration 10Q: 3 clusters Score -316746.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -316778.093750 Penalty: 4148.911621
	Iteration 11Q: 3 clusters Score -316778.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -316810.656250 Penalty: 4148.911621
	Iteration 12Q: 3 clusters Score -316810.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -316857.375000 Penalty: 4148.911621
	Iteration 13Q: 3 clusters Score -316857.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -316910.031250 Penalty: 4148.911621
	Iteration 14Q: 3 clusters Score -316910 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -316957.187500 Penalty: 4148.911621
	Iteration 15Q: 3 clusters Score -316957.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -317000.093750 Penalty: 4148.911621
	Iteration 16Q: 3 clusters Score -317000.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -317050.218750 Penalty: 4148.911621
	Iteration 17Q: 3 clusters Score -317050.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -317100.218750 Penalty: 4148.911621
	Iteration 18Q: 3 clusters Score -317100.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -317154.437500 Penalty: 4148.911621
	Iteration 19Q: 3 clusters Score -317154.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -317196.468750 Penalty: 4148.911621
	Iteration 20F: 3 clusters Score -317196.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -317241.000000 Penalty: 4148.911621
	Iteration 21Q: 3 clusters Score -317241 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -317273.750000 Penalty: 4148.911621
	Iteration 22Q: 3 clusters Score -317273.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -317294.656250 Penalty: 4148.911621
	Iteration 23Q: 3 clusters Score -317294.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -317311.843750 Penalty: 4148.911621
	Iteration 24Q: 3 clusters Score -317311.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -317332.343750 Penalty: 4148.911621
	Iteration 25Q: 3 clusters Score -317332.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -317346.437500 Penalty: 4148.911621
	Iteration 26Q: 3 clusters Score -317346.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -317362.781250 Penalty: 4148.911621
	Iteration 27Q: 3 clusters Score -317362.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -317377.562500 Penalty: 4148.911621
	Iteration 28Q: 3 clusters Score -317377.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -317386.187500 Penalty: 4148.911621
	Iteration 29Q: 3 clusters Score -317386.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -317395.312500 Penalty: 4148.911621
	Iteration 30Q: 3 clusters Score -317395.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -317403.781250 Penalty: 4148.911621
	Iteration 31Q: 3 clusters Score -317403.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -317409.218750 Penalty: 4148.911621
	Iteration 32Q: 3 clusters Score -317409.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -317416.875000 Penalty: 4148.911621
	Iteration 33Q: 3 clusters Score -317416.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -317423.781250 Penalty: 4148.911621
	Iteration 34Q: 3 clusters Score -317423.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -317429.000000 Penalty: 4148.911621
	Iteration 35Q: 3 clusters Score -317429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -317437.281250 Penalty: 4148.911621
	Iteration 36Q: 3 clusters Score -317437.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -317444.343750 Penalty: 4148.911621
	Iteration 37Q: 3 clusters Score -317444.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -317448.218750 Penalty: 4148.911621
	Iteration 38Q: 3 clusters Score -317448.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -317450.031250 Penalty: 4148.911621
	Iteration 39Q: 3 clusters Score -317450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -317450.593750 Penalty: 4148.911621
	Iteration 40F: 3 clusters Score -317450.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -317451.000000 Penalty: 4148.911621
	Iteration 41Q: 3 clusters Score -317451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -317451.250000 Penalty: 4148.911621
	Iteration 42Q: 3 clusters Score -317451.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -317453.312500 Penalty: 4148.911621
	Iteration 43Q: 3 clusters Score -317453.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -317455.812500 Penalty: 4148.911621
	Iteration 44Q: 3 clusters Score -317455.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -317456.687500 Penalty: 4148.911621
	Iteration 45Q: 3 clusters Score -317456.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -317461.218750 Penalty: 4148.911621
	Iteration 46Q: 3 clusters Score -317461.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -317468.656250 Penalty: 4148.911621
	Iteration 47Q: 3 clusters Score -317468.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -317473.750000 Penalty: 4148.911621
	Iteration 48Q: 3 clusters Score -317473.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -317478.531250 Penalty: 4148.911621
	Iteration 49Q: 3 clusters Score -317478.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -317483.843750 Penalty: 4148.911621
	Iteration 50Q: 3 clusters Score -317483.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -317484.718750 Penalty: 4148.911621
	Iteration 51Q: 3 clusters Score -317484.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -317484.718750 Penalty: 4148.911621
	Iteration 52F: 3 clusters Score -317484.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (226592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226592 members 
Entering Unmasked Estep 
Score: -17387268.000000 Penalty: 3058.064697
	Iteration 0F: 2 clusters Score -1.738727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112987 members 
Mstep: Class 2 contains 113605 members 
Entering Unmasked Estep 
Score: -17234688.000000 Penalty: 6116.129395
	Iteration 0F: 3 clusters Score -1.723469e+07 nChanged 109242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109245 members 
Mstep: Class 2 contains 117347 members 
Entering Unmasked Estep 
Score: -17299434.000000 Penalty: 6116.129395
	Iteration 1F: 3 clusters Score -1.729943e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106229 members 
Mstep: Class 2 contains 120363 members 
Entering Unmasked Estep 
Score: -17300800.000000 Penalty: 6116.129395
	Iteration 2Q: 3 clusters Score -1.73008e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101652 members 
Mstep: Class 2 contains 124940 members 
Entering Unmasked Estep 
Score: -17302692.000000 Penalty: 6116.129395
	Iteration 3Q: 3 clusters Score -1.730269e+07 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94672 members 
Mstep: Class 2 contains 131920 members 
Entering Unmasked Estep 
Score: -17305768.000000 Penalty: 6116.129395
	Iteration 4Q: 3 clusters Score -1.730577e+07 nChanged 11003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84257 members 
Mstep: Class 2 contains 142335 members 
Entering Unmasked Estep 
Score: -17311282.000000 Penalty: 6116.129395
	Iteration 5Q: 3 clusters Score -1.731128e+07 nChanged 14953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69432 members 
Mstep: Class 2 contains 157160 members 
Entering Unmasked Estep 
Score: -17320930.000000 Penalty: 6116.129395
	Iteration 6F: 3 clusters Score -1.732093e+07 nChanged 18967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50483 members 
Mstep: Class 2 contains 176109 members 
Entering Unmasked Estep 
Score: -17336322.000000 Penalty: 6116.129395
	Iteration 7F: 3 clusters Score -1.733632e+07 nChanged 20456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 196565 members 
Entering Unmasked Estep 
Score: -17355842.000000 Penalty: 6116.129395
	Iteration 8F: 3 clusters Score -1.735584e+07 nChanged 16544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 213109 members 
Entering Unmasked Estep 
Score: -17371872.000000 Penalty: 6116.129395
	Iteration 9F: 3 clusters Score -1.737187e+07 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 222023 members 
Entering Unmasked Estep 
Score: -17380342.000000 Penalty: 6116.129395
	Iteration 10Q: 3 clusters Score -1.738034e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 225214 members 
Entering Unmasked Estep 
Score: -17383276.000000 Penalty: 6116.129395
	Iteration 11Q: 3 clusters Score -1.738328e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 226123 members 
Entering Unmasked Estep 
Score: -17384132.000000 Penalty: 6116.129395
	Iteration 12Q: 3 clusters Score -1.738413e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 226300 members 
Entering Unmasked Estep 
Score: -17384338.000000 Penalty: 6116.129395
	Iteration 13Q: 3 clusters Score -1.738434e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 226339 members 
Entering Unmasked Estep 
Score: -17384428.000000 Penalty: 6116.129395
	Iteration 14Q: 3 clusters Score -1.738443e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 226363 members 
Entering Unmasked Estep 
Score: -17384464.000000 Penalty: 6116.129395
	Iteration 15Q: 3 clusters Score -1.738446e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 226373 members 
Entering Unmasked Estep 
Score: -17384502.000000 Penalty: 6116.129395
	Iteration 16Q: 3 clusters Score -1.73845e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 226383 members 
Entering Unmasked Estep 
Score: -17384520.000000 Penalty: 6116.129395
	Iteration 17Q: 3 clusters Score -1.738452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 226387 members 
Entering Unmasked Estep 
Score: -17384542.000000 Penalty: 6116.129395
	Iteration 18Q: 3 clusters Score -1.738454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 226390 members 
Entering Unmasked Estep 
Score: -17384548.000000 Penalty: 6116.129395
	Iteration 19Q: 3 clusters Score -1.738455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 226393 members 
Entering Unmasked Estep 
Score: -17384568.000000 Penalty: 6116.129395
	Iteration 20F: 3 clusters Score -1.738457e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 226397 members 
Entering Unmasked Estep 
Score: -17384574.000000 Penalty: 6116.129395
	Iteration 21Q: 3 clusters Score -1.738457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 226394 members 
Entering Unmasked Estep 
Score: -17384588.000000 Penalty: 6116.129395
	Iteration 22Q: 3 clusters Score -1.738459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 226394 members 
Entering Unmasked Estep 
Score: -17384588.000000 Penalty: 6116.129395
	Iteration 23F: 3 clusters Score -1.738459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (98272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98272 members 
Entering Unmasked Estep 
Score: -7524055.000000 Penalty: 2850.882812
	Iteration 0F: 2 clusters Score -7524055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 49162 members 
Entering Unmasked Estep 
Score: -7458346.500000 Penalty: 5701.765625
	Iteration 0F: 3 clusters Score -7458346 nChanged 46340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -7484935.000000 Penalty: 5701.765625
	Iteration 1F: 3 clusters Score -7484935 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 51074 members 
Entering Unmasked Estep 
Score: -7485580.500000 Penalty: 5701.765625
	Iteration 2Q: 3 clusters Score -7485580 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -7486406.500000 Penalty: 5701.765625
	Iteration 3Q: 3 clusters Score -7486406 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -7487469.000000 Penalty: 5701.765625
	Iteration 4Q: 3 clusters Score -7487469 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 56171 members 
Entering Unmasked Estep 
Score: -7488882.500000 Penalty: 5701.765625
	Iteration 5Q: 3 clusters Score -7488882 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 59418 members 
Entering Unmasked Estep 
Score: -7490759.500000 Penalty: 5701.765625
	Iteration 6Q: 3 clusters Score -7490760 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 63709 members 
Entering Unmasked Estep 
Score: -7493381.000000 Penalty: 5701.765625
	Iteration 7F: 3 clusters Score -7493381 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 69009 members 
Entering Unmasked Estep 
Score: -7496978.500000 Penalty: 5701.765625
	Iteration 8F: 3 clusters Score -7496978 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 75310 members 
Entering Unmasked Estep 
Score: -7501544.500000 Penalty: 5701.765625
	Iteration 9F: 3 clusters Score -7501544 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 81890 members 
Entering Unmasked Estep 
Score: -7506779.500000 Penalty: 5701.765625
	Iteration 10F: 3 clusters Score -7506780 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 87886 members 
Entering Unmasked Estep 
Score: -7512016.500000 Penalty: 5701.765625
	Iteration 11F: 3 clusters Score -7512016 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 92626 members 
Entering Unmasked Estep 
Score: -7516517.500000 Penalty: 5701.765625
	Iteration 12Q: 3 clusters Score -7516518 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 95589 members 
Entering Unmasked Estep 
Score: -7519253.000000 Penalty: 5701.765625
	Iteration 13Q: 3 clusters Score -7519253 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 96985 members 
Entering Unmasked Estep 
Score: -7520562.000000 Penalty: 5701.765625
	Iteration 14Q: 3 clusters Score -7520562 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 97526 members 
Entering Unmasked Estep 
Score: -7521088.500000 Penalty: 5701.765625
	Iteration 15Q: 3 clusters Score -7521088 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 97722 members 
Entering Unmasked Estep 
Score: -7521283.000000 Penalty: 5701.765625
	Iteration 16Q: 3 clusters Score -7521283 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 97801 members 
Entering Unmasked Estep 
Score: -7521392.500000 Penalty: 5701.765625
	Iteration 17Q: 3 clusters Score -7521392 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 97844 members 
Entering Unmasked Estep 
Score: -7521437.500000 Penalty: 5701.765625
	Iteration 18Q: 3 clusters Score -7521438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 97864 members 
Entering Unmasked Estep 
Score: -7521458.500000 Penalty: 5701.765625
	Iteration 19Q: 3 clusters Score -7521458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 97875 members 
Entering Unmasked Estep 
Score: -7521486.000000 Penalty: 5701.765625
	Iteration 20F: 3 clusters Score -7521486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 97888 members 
Entering Unmasked Estep 
Score: -7521510.000000 Penalty: 5701.765625
	Iteration 21Q: 3 clusters Score -7521510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 97900 members 
Entering Unmasked Estep 
Score: -7521517.000000 Penalty: 5701.765625
	Iteration 22Q: 3 clusters Score -7521517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 97906 members 
Entering Unmasked Estep 
Score: -7521536.500000 Penalty: 5701.765625
	Iteration 23Q: 3 clusters Score -7521536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 97916 members 
Entering Unmasked Estep 
Score: -7521534.000000 Penalty: 5701.765625
	Iteration 24Q: 3 clusters Score -7521534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 97915 members 
Entering Unmasked Estep 
Score: -7521538.500000 Penalty: 5701.765625
	Iteration 25Q: 3 clusters Score -7521538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 97917 members 
Entering Unmasked Estep 
Score: -7521535.000000 Penalty: 5701.765625
	Iteration 26Q: 3 clusters Score -7521535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 97920 members 
Entering Unmasked Estep 
Score: -7521540.500000 Penalty: 5701.765625
	Iteration 27Q: 3 clusters Score -7521540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 97924 members 
Entering Unmasked Estep 
Score: -7521554.500000 Penalty: 5701.765625
	Iteration 28Q: 3 clusters Score -7521554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 97927 members 
Entering Unmasked Estep 
Score: -7521560.500000 Penalty: 5701.765625
	Iteration 29Q: 3 clusters Score -7521560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 97928 members 
Entering Unmasked Estep 
Score: -7521560.000000 Penalty: 5701.765625
	Iteration 30Q: 3 clusters Score -7521560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 97930 members 
Entering Unmasked Estep 
Score: -7521565.000000 Penalty: 5701.765625
	Iteration 31Q: 3 clusters Score -7521565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 97929 members 
Entering Unmasked Estep 
Score: -7521562.500000 Penalty: 5701.765625
	Iteration 32Q: 3 clusters Score -7521562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 97928 members 
Entering Unmasked Estep 
Score: -7521570.000000 Penalty: 5701.765625
	Iteration 33Q: 3 clusters Score -7521570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 97928 members 
Entering Unmasked Estep 
Score: -7521570.000000 Penalty: 5701.765625
	Iteration 34F: 3 clusters Score -7521570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Entering Unmasked Estep 
Score: -283714.687500 Penalty: 2058.469482
	Iteration 0F: 2 clusters Score -283714.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -279846.312500 Penalty: 4116.938965
	Iteration 0F: 3 clusters Score -279846.3 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -280886.500000 Penalty: 4116.938965
	Iteration 1F: 3 clusters Score -280886.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -281266.750000 Penalty: 4116.938965
	Iteration 2F: 3 clusters Score -281266.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -281529.812500 Penalty: 4116.938965
	Iteration 3F: 3 clusters Score -281529.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -281741.593750 Penalty: 4116.938965
	Iteration 4F: 3 clusters Score -281741.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -281926.125000 Penalty: 4116.938965
	Iteration 5F: 3 clusters Score -281926.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -282101.125000 Penalty: 4116.938965
	Iteration 6Q: 3 clusters Score -282101.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -282281.625000 Penalty: 4116.938965
	Iteration 7Q: 3 clusters Score -282281.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -282426.687500 Penalty: 4116.938965
	Iteration 8Q: 3 clusters Score -282426.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -282547.593750 Penalty: 4116.938965
	Iteration 9Q: 3 clusters Score -282547.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -282623.406250 Penalty: 4116.938965
	Iteration 10Q: 3 clusters Score -282623.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -282668.218750 Penalty: 4116.938965
	Iteration 11Q: 3 clusters Score -282668.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -282699.718750 Penalty: 4116.938965
	Iteration 12Q: 3 clusters Score -282699.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -282730.187500 Penalty: 4116.938965
	Iteration 13Q: 3 clusters Score -282730.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -282762.968750 Penalty: 4116.938965
	Iteration 14Q: 3 clusters Score -282763 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -282788.406250 Penalty: 4116.938965
	Iteration 15Q: 3 clusters Score -282788.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -282807.437500 Penalty: 4116.938965
	Iteration 16Q: 3 clusters Score -282807.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -282824.562500 Penalty: 4116.938965
	Iteration 17Q: 3 clusters Score -282824.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -282836.875000 Penalty: 4116.938965
	Iteration 18Q: 3 clusters Score -282836.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -282852.000000 Penalty: 4116.938965
	Iteration 19Q: 3 clusters Score -282852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -282876.000000 Penalty: 4116.938965
	Iteration 20F: 3 clusters Score -282876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -282911.156250 Penalty: 4116.938965
	Iteration 21Q: 3 clusters Score -282911.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -282934.562500 Penalty: 4116.938965
	Iteration 22Q: 3 clusters Score -282934.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -282950.500000 Penalty: 4116.938965
	Iteration 23Q: 3 clusters Score -282950.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -282963.937500 Penalty: 4116.938965
	Iteration 24Q: 3 clusters Score -282963.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -282972.468750 Penalty: 4116.938965
	Iteration 25Q: 3 clusters Score -282972.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -282978.437500 Penalty: 4116.938965
	Iteration 26Q: 3 clusters Score -282978.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -282980.281250 Penalty: 4116.938965
	Iteration 27Q: 3 clusters Score -282980.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -282981.531250 Penalty: 4116.938965
	Iteration 28Q: 3 clusters Score -282981.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -282983.468750 Penalty: 4116.938965
	Iteration 29Q: 3 clusters Score -282983.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -282985.468750 Penalty: 4116.938965
	Iteration 30Q: 3 clusters Score -282985.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -282985.968750 Penalty: 4116.938965
	Iteration 31Q: 3 clusters Score -282986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -282986.500000 Penalty: 4116.938965
	Iteration 32Q: 3 clusters Score -282986.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -282986.500000 Penalty: 4116.938965
	Iteration 33F: 3 clusters Score -282986.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Entering Unmasked Estep 
Score: -2052375.625000 Penalty: 2566.307129
	Iteration 0F: 2 clusters Score -2052376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2031078.500000 Penalty: 5132.614258
	Iteration 0F: 3 clusters Score -2031078 nChanged 14036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2038968.250000 Penalty: 5132.614258
	Iteration 1F: 3 clusters Score -2038968 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2039555.250000 Penalty: 5132.614258
	Iteration 2F: 3 clusters Score -2039555 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2040112.625000 Penalty: 5132.614258
	Iteration 3Q: 3 clusters Score -2040113 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2040683.500000 Penalty: 5132.614258
	Iteration 4Q: 3 clusters Score -2040684 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2041347.500000 Penalty: 5132.614258
	Iteration 5Q: 3 clusters Score -2041348 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2042154.500000 Penalty: 5132.614258
	Iteration 6Q: 3 clusters Score -2042154 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2043058.500000 Penalty: 5132.614258
	Iteration 7F: 3 clusters Score -2043058 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -2044058.250000 Penalty: 5132.614258
	Iteration 8Q: 3 clusters Score -2044058 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -2045063.000000 Penalty: 5132.614258
	Iteration 9Q: 3 clusters Score -2045063 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -2046025.875000 Penalty: 5132.614258
	Iteration 10Q: 3 clusters Score -2046026 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -2046868.500000 Penalty: 5132.614258
	Iteration 11Q: 3 clusters Score -2046868 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -2047440.875000 Penalty: 5132.614258
	Iteration 12Q: 3 clusters Score -2047441 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -2047853.375000 Penalty: 5132.614258
	Iteration 13Q: 3 clusters Score -2047853 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -2048186.875000 Penalty: 5132.614258
	Iteration 14Q: 3 clusters Score -2048187 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -2048474.000000 Penalty: 5132.614258
	Iteration 15Q: 3 clusters Score -2048474 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -2048723.875000 Penalty: 5132.614258
	Iteration 16Q: 3 clusters Score -2048724 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -2048940.250000 Penalty: 5132.614258
	Iteration 17Q: 3 clusters Score -2048940 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -2049127.625000 Penalty: 5132.614258
	Iteration 18Q: 3 clusters Score -2049128 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -2049274.500000 Penalty: 5132.614258
	Iteration 19Q: 3 clusters Score -2049274 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -2049416.375000 Penalty: 5132.614258
	Iteration 20F: 3 clusters Score -2049416 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -2049556.625000 Penalty: 5132.614258
	Iteration 21Q: 3 clusters Score -2049557 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -2049665.875000 Penalty: 5132.614258
	Iteration 22Q: 3 clusters Score -2049666 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -2049750.875000 Penalty: 5132.614258
	Iteration 23Q: 3 clusters Score -2049751 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -2049848.250000 Penalty: 5132.614258
	Iteration 24Q: 3 clusters Score -2049848 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -2049937.375000 Penalty: 5132.614258
	Iteration 25Q: 3 clusters Score -2049937 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -2050014.750000 Penalty: 5132.614258
	Iteration 26Q: 3 clusters Score -2050015 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -2050056.750000 Penalty: 5132.614258
	Iteration 27Q: 3 clusters Score -2050057 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -2050108.500000 Penalty: 5132.614258
	Iteration 28Q: 3 clusters Score -2050108 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -2050163.125000 Penalty: 5132.614258
	Iteration 29Q: 3 clusters Score -2050163 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -2050208.250000 Penalty: 5132.614258
	Iteration 30Q: 3 clusters Score -2050208 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -2050251.000000 Penalty: 5132.614258
	Iteration 31Q: 3 clusters Score -2050251 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -2050288.375000 Penalty: 5132.614258
	Iteration 32Q: 3 clusters Score -2050288 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -2050317.000000 Penalty: 5132.614258
	Iteration 33Q: 3 clusters Score -2050317 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -2050343.500000 Penalty: 5132.614258
	Iteration 34Q: 3 clusters Score -2050344 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -2050362.000000 Penalty: 5132.614258
	Iteration 35Q: 3 clusters Score -2050362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -2050374.750000 Penalty: 5132.614258
	Iteration 36Q: 3 clusters Score -2050375 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -2050393.875000 Penalty: 5132.614258
	Iteration 37Q: 3 clusters Score -2050394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -2050408.875000 Penalty: 5132.614258
	Iteration 38Q: 3 clusters Score -2050409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -2050412.125000 Penalty: 5132.614258
	Iteration 39Q: 3 clusters Score -2050412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -2050422.250000 Penalty: 5132.614258
	Iteration 40F: 3 clusters Score -2050422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -2050427.250000 Penalty: 5132.614258
	Iteration 41Q: 3 clusters Score -2050427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -2050424.000000 Penalty: 5132.614258
	Iteration 42Q: 3 clusters Score -2050424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -2050424.750000 Penalty: 5132.614258
	Iteration 43Q: 3 clusters Score -2050425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -2050424.625000 Penalty: 5132.614258
	Iteration 44Q: 3 clusters Score -2050425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -2050430.750000 Penalty: 5132.614258
	Iteration 45Q: 3 clusters Score -2050431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -2050434.500000 Penalty: 5132.614258
	Iteration 46Q: 3 clusters Score -2050434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -2050435.750000 Penalty: 5132.614258
	Iteration 47Q: 3 clusters Score -2050436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -2050439.250000 Penalty: 5132.614258
	Iteration 48Q: 3 clusters Score -2050439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -2050442.125000 Penalty: 5132.614258
	Iteration 49Q: 3 clusters Score -2050442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -2050444.125000 Penalty: 5132.614258
	Iteration 50Q: 3 clusters Score -2050444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -2050441.625000 Penalty: 5132.614258
	Iteration 51Q: 3 clusters Score -2050442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -2050439.000000 Penalty: 5132.614258
	Iteration 52Q: 3 clusters Score -2050439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -2050441.125000 Penalty: 5132.614258
	Iteration 53Q: 3 clusters Score -2050441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -2050441.125000 Penalty: 5132.614258
	Iteration 54F: 3 clusters Score -2050441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (92355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92355 members 
Entering Unmasked Estep 
Score: -7025831.000000 Penalty: 2835.481934
	Iteration 0F: 2 clusters Score -7025831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 46241 members 
Entering Unmasked Estep 
Score: -6964042.500000 Penalty: 5670.963867
	Iteration 0F: 3 clusters Score -6964042 nChanged 43591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -6989092.000000 Penalty: 5670.963867
	Iteration 1F: 3 clusters Score -6989092 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -6990094.000000 Penalty: 5670.963867
	Iteration 2Q: 3 clusters Score -6990094 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -6990973.500000 Penalty: 5670.963867
	Iteration 3Q: 3 clusters Score -6990974 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -6991972.500000 Penalty: 5670.963867
	Iteration 4Q: 3 clusters Score -6991972 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -6992973.000000 Penalty: 5670.963867
	Iteration 5Q: 3 clusters Score -6992973 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 49080 members 
Entering Unmasked Estep 
Score: -6994207.000000 Penalty: 5670.963867
	Iteration 6Q: 3 clusters Score -6994207 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -6995691.500000 Penalty: 5670.963867
	Iteration 7Q: 3 clusters Score -6995692 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -6997427.500000 Penalty: 5670.963867
	Iteration 8Q: 3 clusters Score -6997428 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -6999731.000000 Penalty: 5670.963867
	Iteration 9Q: 3 clusters Score -6999731 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 57292 members 
Entering Unmasked Estep 
Score: -7002319.500000 Penalty: 5670.963867
	Iteration 10Q: 3 clusters Score -7002320 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 60481 members 
Entering Unmasked Estep 
Score: -7004818.500000 Penalty: 5670.963867
	Iteration 11Q: 3 clusters Score -7004818 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 63716 members 
Entering Unmasked Estep 
Score: -7007260.000000 Penalty: 5670.963867
	Iteration 12Q: 3 clusters Score -7007260 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 66782 members 
Entering Unmasked Estep 
Score: -7009396.000000 Penalty: 5670.963867
	Iteration 13Q: 3 clusters Score -7009396 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 69582 members 
Entering Unmasked Estep 
Score: -7011151.500000 Penalty: 5670.963867
	Iteration 14Q: 3 clusters Score -7011152 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 72078 members 
Entering Unmasked Estep 
Score: -7012554.000000 Penalty: 5670.963867
	Iteration 15Q: 3 clusters Score -7012554 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 74372 members 
Entering Unmasked Estep 
Score: -7013800.000000 Penalty: 5670.963867
	Iteration 16Q: 3 clusters Score -7013800 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 76479 members 
Entering Unmasked Estep 
Score: -7014839.000000 Penalty: 5670.963867
	Iteration 17Q: 3 clusters Score -7014839 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 78499 members 
Entering Unmasked Estep 
Score: -7015871.000000 Penalty: 5670.963867
	Iteration 18Q: 3 clusters Score -7015871 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 80448 members 
Entering Unmasked Estep 
Score: -7016898.500000 Penalty: 5670.963867
	Iteration 19Q: 3 clusters Score -7016898 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 82253 members 
Entering Unmasked Estep 
Score: -7017930.000000 Penalty: 5670.963867
	Iteration 20F: 3 clusters Score -7017930 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 83982 members 
Entering Unmasked Estep 
Score: -7018991.500000 Penalty: 5670.963867
	Iteration 21Q: 3 clusters Score -7018992 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 85513 members 
Entering Unmasked Estep 
Score: -7019975.000000 Penalty: 5670.963867
	Iteration 22Q: 3 clusters Score -7019975 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 86826 members 
Entering Unmasked Estep 
Score: -7020821.500000 Penalty: 5670.963867
	Iteration 23Q: 3 clusters Score -7020822 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 87881 members 
Entering Unmasked Estep 
Score: -7021498.500000 Penalty: 5670.963867
	Iteration 24Q: 3 clusters Score -7021498 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 88720 members 
Entering Unmasked Estep 
Score: -7022004.000000 Penalty: 5670.963867
	Iteration 25Q: 3 clusters Score -7022004 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 89345 members 
Entering Unmasked Estep 
Score: -7022390.500000 Penalty: 5670.963867
	Iteration 26Q: 3 clusters Score -7022390 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 89834 members 
Entering Unmasked Estep 
Score: -7022686.500000 Penalty: 5670.963867
	Iteration 27Q: 3 clusters Score -7022686 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 90219 members 
Entering Unmasked Estep 
Score: -7022912.000000 Penalty: 5670.963867
	Iteration 28Q: 3 clusters Score -7022912 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 90481 members 
Entering Unmasked Estep 
Score: -7023093.500000 Penalty: 5670.963867
	Iteration 29Q: 3 clusters Score -7023094 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 90686 members 
Entering Unmasked Estep 
Score: -7023192.000000 Penalty: 5670.963867
	Iteration 30Q: 3 clusters Score -7023192 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 90833 members 
Entering Unmasked Estep 
Score: -7023247.500000 Penalty: 5670.963867
	Iteration 31Q: 3 clusters Score -7023248 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 90935 members 
Entering Unmasked Estep 
Score: -7023301.000000 Penalty: 5670.963867
	Iteration 32Q: 3 clusters Score -7023301 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 91020 members 
Entering Unmasked Estep 
Score: -7023339.000000 Penalty: 5670.963867
	Iteration 33Q: 3 clusters Score -7023339 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 91097 members 
Entering Unmasked Estep 
Score: -7023383.000000 Penalty: 5670.963867
	Iteration 34Q: 3 clusters Score -7023383 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 91146 members 
Entering Unmasked Estep 
Score: -7023413.000000 Penalty: 5670.963867
	Iteration 35Q: 3 clusters Score -7023413 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 91192 members 
Entering Unmasked Estep 
Score: -7023427.000000 Penalty: 5670.963867
	Iteration 36Q: 3 clusters Score -7023427 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 91231 members 
Entering Unmasked Estep 
Score: -7023442.000000 Penalty: 5670.963867
	Iteration 37Q: 3 clusters Score -7023442 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 91266 members 
Entering Unmasked Estep 
Score: -7023457.000000 Penalty: 5670.963867
	Iteration 38Q: 3 clusters Score -7023457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 91290 members 
Entering Unmasked Estep 
Score: -7023474.000000 Penalty: 5670.963867
	Iteration 39Q: 3 clusters Score -7023474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 91311 members 
Entering Unmasked Estep 
Score: -7023476.000000 Penalty: 5670.963867
	Iteration 40F: 3 clusters Score -7023476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 91328 members 
Entering Unmasked Estep 
Score: -7023495.000000 Penalty: 5670.963867
	Iteration 41Q: 3 clusters Score -7023495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 91337 members 
Entering Unmasked Estep 
Score: -7023510.000000 Penalty: 5670.963867
	Iteration 42Q: 3 clusters Score -7023510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 91341 members 
Entering Unmasked Estep 
Score: -7023510.500000 Penalty: 5670.963867
	Iteration 43Q: 3 clusters Score -7023510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 91349 members 
Entering Unmasked Estep 
Score: -7023505.000000 Penalty: 5670.963867
	Iteration 44Q: 3 clusters Score -7023505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 91356 members 
Entering Unmasked Estep 
Score: -7023520.500000 Penalty: 5670.963867
	Iteration 45Q: 3 clusters Score -7023520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 91365 members 
Entering Unmasked Estep 
Score: -7023535.500000 Penalty: 5670.963867
	Iteration 46Q: 3 clusters Score -7023536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 91379 members 
Entering Unmasked Estep 
Score: -7023541.000000 Penalty: 5670.963867
	Iteration 47Q: 3 clusters Score -7023541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 91387 members 
Entering Unmasked Estep 
Score: -7023535.500000 Penalty: 5670.963867
	Iteration 48Q: 3 clusters Score -7023536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 91393 members 
Entering Unmasked Estep 
Score: -7023548.000000 Penalty: 5670.963867
	Iteration 49Q: 3 clusters Score -7023548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 91402 members 
Entering Unmasked Estep 
Score: -7023545.000000 Penalty: 5670.963867
	Iteration 50Q: 3 clusters Score -7023545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 91411 members 
Entering Unmasked Estep 
Score: -7023550.000000 Penalty: 5670.963867
	Iteration 51Q: 3 clusters Score -7023550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 91416 members 
Entering Unmasked Estep 
Score: -7023557.500000 Penalty: 5670.963867
	Iteration 52Q: 3 clusters Score -7023558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 91422 members 
Entering Unmasked Estep 
Score: -7023557.500000 Penalty: 5670.963867
	Iteration 53Q: 3 clusters Score -7023558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 91427 members 
Entering Unmasked Estep 
Score: -7023565.000000 Penalty: 5670.963867
	Iteration 54Q: 3 clusters Score -7023565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 91432 members 
Entering Unmasked Estep 
Score: -7023565.500000 Penalty: 5670.963867
	Iteration 55Q: 3 clusters Score -7023566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 91438 members 
Entering Unmasked Estep 
Score: -7023555.500000 Penalty: 5670.963867
	Iteration 56Q: 3 clusters Score -7023556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 91442 members 
Entering Unmasked Estep 
Score: -7023559.500000 Penalty: 5670.963867
	Iteration 57Q: 3 clusters Score -7023560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 91448 members 
Entering Unmasked Estep 
Score: -7023570.000000 Penalty: 5670.963867
	Iteration 58Q: 3 clusters Score -7023570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 91450 members 
Entering Unmasked Estep 
Score: -7023571.500000 Penalty: 5670.963867
	Iteration 59Q: 3 clusters Score -7023572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 91454 members 
Entering Unmasked Estep 
Score: -7023571.000000 Penalty: 5670.963867
	Iteration 60F: 3 clusters Score -7023571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 91461 members 
Entering Unmasked Estep 
Score: -7023575.500000 Penalty: 5670.963867
	Iteration 61Q: 3 clusters Score -7023576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 91469 members 
Entering Unmasked Estep 
Score: -7023580.000000 Penalty: 5670.963867
	Iteration 62Q: 3 clusters Score -7023580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 91470 members 
Entering Unmasked Estep 
Score: -7023584.500000 Penalty: 5670.963867
	Iteration 63Q: 3 clusters Score -7023584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 91470 members 
Entering Unmasked Estep 
Score: -7023584.500000 Penalty: 5670.963867
	Iteration 64F: 3 clusters Score -7023584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -39579.433594 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -39579.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -38029.347656 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -38029.35 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38241.980469 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -38241.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -38305.765625 Penalty: 3140.425049
	Iteration 2Q: 3 clusters Score -38305.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -38342.433594 Penalty: 3140.425049
	Iteration 3Q: 3 clusters Score -38342.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -38359.015625 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -38359.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -38363.550781 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -38363.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -38369.566406 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -38369.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -38372.707031 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -38372.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -38375.253906 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -38375.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -38375.253906 Penalty: 3140.425049
	Iteration 9F: 3 clusters Score -38375.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (132176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132176 members 
Entering Unmasked Estep 
Score: -10093571.000000 Penalty: 2924.388428
	Iteration 0F: 2 clusters Score -1.009357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 65989 members 
Entering Unmasked Estep 
Score: -10005476.000000 Penalty: 5848.776855
	Iteration 0F: 3 clusters Score -1.000548e+07 nChanged 62831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68078 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -10042144.000000 Penalty: 5848.776855
	Iteration 1F: 3 clusters Score -1.004214e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69902 members 
Mstep: Class 2 contains 62274 members 
Entering Unmasked Estep 
Score: -10044019.000000 Penalty: 5848.776855
	Iteration 2Q: 3 clusters Score -1.004402e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72683 members 
Mstep: Class 2 contains 59493 members 
Entering Unmasked Estep 
Score: -10047010.000000 Penalty: 5848.776855
	Iteration 3Q: 3 clusters Score -1.004701e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76462 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -10050999.000000 Penalty: 5848.776855
	Iteration 4F: 3 clusters Score -1.0051e+07 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80746 members 
Mstep: Class 2 contains 51430 members 
Entering Unmasked Estep 
Score: -10055914.000000 Penalty: 5848.776855
	Iteration 5F: 3 clusters Score -1.005591e+07 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84995 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -10060149.000000 Penalty: 5848.776855
	Iteration 6F: 3 clusters Score -1.006015e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88971 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -10063400.000000 Penalty: 5848.776855
	Iteration 7F: 3 clusters Score -1.00634e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92992 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -10065956.000000 Penalty: 5848.776855
	Iteration 8Q: 3 clusters Score -1.006596e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97059 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -10068201.000000 Penalty: 5848.776855
	Iteration 9Q: 3 clusters Score -1.00682e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101350 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -10070427.000000 Penalty: 5848.776855
	Iteration 10Q: 3 clusters Score -1.007043e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105964 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -10072962.000000 Penalty: 5848.776855
	Iteration 11Q: 3 clusters Score -1.007296e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110917 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -10075816.000000 Penalty: 5848.776855
	Iteration 12Q: 3 clusters Score -1.007582e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115835 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -10079168.000000 Penalty: 5848.776855
	Iteration 13Q: 3 clusters Score -1.007917e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120372 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -10082358.000000 Penalty: 5848.776855
	Iteration 14Q: 3 clusters Score -1.008236e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124153 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -10085211.000000 Penalty: 5848.776855
	Iteration 15Q: 3 clusters Score -1.008521e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127035 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -10087301.000000 Penalty: 5848.776855
	Iteration 16Q: 3 clusters Score -1.00873e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128981 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -10088730.000000 Penalty: 5848.776855
	Iteration 17Q: 3 clusters Score -1.008873e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130235 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -10089700.000000 Penalty: 5848.776855
	Iteration 18Q: 3 clusters Score -1.00897e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130950 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -10090279.000000 Penalty: 5848.776855
	Iteration 19Q: 3 clusters Score -1.009028e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131320 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -10090570.000000 Penalty: 5848.776855
	Iteration 20F: 3 clusters Score -1.009057e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131500 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -10090748.000000 Penalty: 5848.776855
	Iteration 21Q: 3 clusters Score -1.009075e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131593 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -10090849.000000 Penalty: 5848.776855
	Iteration 22Q: 3 clusters Score -1.009085e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131659 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -10090918.000000 Penalty: 5848.776855
	Iteration 23Q: 3 clusters Score -1.009092e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131694 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -10090959.000000 Penalty: 5848.776855
	Iteration 24Q: 3 clusters Score -1.009096e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131712 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -10090981.000000 Penalty: 5848.776855
	Iteration 25Q: 3 clusters Score -1.009098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131728 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -10091004.000000 Penalty: 5848.776855
	Iteration 26Q: 3 clusters Score -1.0091e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131737 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -10091005.000000 Penalty: 5848.776855
	Iteration 27Q: 3 clusters Score -1.0091e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131747 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -10091015.000000 Penalty: 5848.776855
	Iteration 28Q: 3 clusters Score -1.009102e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131752 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -10091026.000000 Penalty: 5848.776855
	Iteration 29Q: 3 clusters Score -1.009103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131756 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -10091023.000000 Penalty: 5848.776855
	Iteration 30Q: 3 clusters Score -1.009102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131759 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -10091027.000000 Penalty: 5848.776855
	Iteration 31Q: 3 clusters Score -1.009103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131761 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -10091027.000000 Penalty: 5848.776855
	Iteration 32Q: 3 clusters Score -1.009103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131763 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -10091028.000000 Penalty: 5848.776855
	Iteration 33Q: 3 clusters Score -1.009103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131765 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -10091026.000000 Penalty: 5848.776855
	Iteration 34Q: 3 clusters Score -1.009103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131767 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10091036.000000 Penalty: 5848.776855
	Iteration 35Q: 3 clusters Score -1.009104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131769 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -10091032.000000 Penalty: 5848.776855
	Iteration 36Q: 3 clusters Score -1.009103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131769 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -10091037.000000 Penalty: 5848.776855
	Iteration 37Q: 3 clusters Score -1.009104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131768 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -10091039.000000 Penalty: 5848.776855
	Iteration 38Q: 3 clusters Score -1.009104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131767 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10091040.000000 Penalty: 5848.776855
	Iteration 39Q: 3 clusters Score -1.009104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131766 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -10091036.000000 Penalty: 5848.776855
	Iteration 40F: 3 clusters Score -1.009104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (207137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207137 members 
Entering Unmasked Estep 
Score: -15493953.000000 Penalty: 3035.801514
	Iteration 0F: 2 clusters Score -1.549395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104033 members 
Mstep: Class 2 contains 103104 members 
Entering Unmasked Estep 
Score: -15354945.000000 Penalty: 6071.603027
	Iteration 0F: 3 clusters Score -1.535494e+07 nChanged 99683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114224 members 
Mstep: Class 2 contains 92913 members 
Entering Unmasked Estep 
Score: -15414720.000000 Penalty: 6071.603027
	Iteration 1F: 3 clusters Score -1.541472e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121460 members 
Mstep: Class 2 contains 85677 members 
Entering Unmasked Estep 
Score: -15418669.000000 Penalty: 6071.603027
	Iteration 2Q: 3 clusters Score -1.541867e+07 nChanged 12610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131988 members 
Mstep: Class 2 contains 75149 members 
Entering Unmasked Estep 
Score: -15425944.000000 Penalty: 6071.603027
	Iteration 3F: 3 clusters Score -1.542594e+07 nChanged 15861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145959 members 
Mstep: Class 2 contains 61178 members 
Entering Unmasked Estep 
Score: -15437086.000000 Penalty: 6071.603027
	Iteration 4F: 3 clusters Score -1.543709e+07 nChanged 17179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161772 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -15450906.000000 Penalty: 6071.603027
	Iteration 5F: 3 clusters Score -1.545091e+07 nChanged 15514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176704 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -15464225.000000 Penalty: 6071.603027
	Iteration 6F: 3 clusters Score -1.546422e+07 nChanged 12375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188951 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -15475357.000000 Penalty: 6071.603027
	Iteration 7F: 3 clusters Score -1.547536e+07 nChanged 8520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197457 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -15483185.000000 Penalty: 6071.603027
	Iteration 8Q: 3 clusters Score -1.548318e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202436 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -15487677.000000 Penalty: 6071.603027
	Iteration 9Q: 3 clusters Score -1.548768e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204773 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -15489682.000000 Penalty: 6071.603027
	Iteration 10Q: 3 clusters Score -1.548968e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205763 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -15490544.000000 Penalty: 6071.603027
	Iteration 11Q: 3 clusters Score -1.549054e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206165 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -15490929.000000 Penalty: 6071.603027
	Iteration 12Q: 3 clusters Score -1.549093e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206353 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -15491124.000000 Penalty: 6071.603027
	Iteration 13Q: 3 clusters Score -1.549112e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206433 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -15491264.000000 Penalty: 6071.603027
	Iteration 14Q: 3 clusters Score -1.549126e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206486 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -15491299.000000 Penalty: 6071.603027
	Iteration 15Q: 3 clusters Score -1.54913e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206504 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -15491330.000000 Penalty: 6071.603027
	Iteration 16Q: 3 clusters Score -1.549133e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206520 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -15491327.000000 Penalty: 6071.603027
	Iteration 17Q: 3 clusters Score -1.549133e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206534 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -15491348.000000 Penalty: 6071.603027
	Iteration 18Q: 3 clusters Score -1.549135e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206547 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -15491388.000000 Penalty: 6071.603027
	Iteration 19Q: 3 clusters Score -1.549139e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206562 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -15491396.000000 Penalty: 6071.603027
	Iteration 20F: 3 clusters Score -1.54914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206567 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -15491389.000000 Penalty: 6071.603027
	Iteration 21Q: 3 clusters Score -1.549139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206569 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -15491400.000000 Penalty: 6071.603027
	Iteration 22Q: 3 clusters Score -1.54914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206574 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -15491407.000000 Penalty: 6071.603027
	Iteration 23Q: 3 clusters Score -1.549141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206581 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -15491409.000000 Penalty: 6071.603027
	Iteration 24Q: 3 clusters Score -1.549141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206584 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -15491414.000000 Penalty: 6071.603027
	Iteration 25Q: 3 clusters Score -1.549141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206592 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -15491407.000000 Penalty: 6071.603027
	Iteration 26Q: 3 clusters Score -1.549141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206594 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -15491422.000000 Penalty: 6071.603027
	Iteration 27Q: 3 clusters Score -1.549142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206594 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -15491414.000000 Penalty: 6071.603027
	Iteration 28Q: 3 clusters Score -1.549141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206596 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -15491430.000000 Penalty: 6071.603027
	Iteration 29Q: 3 clusters Score -1.549143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206599 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -15491426.000000 Penalty: 6071.603027
	Iteration 30Q: 3 clusters Score -1.549143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206601 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -15491434.000000 Penalty: 6071.603027
	Iteration 31Q: 3 clusters Score -1.549143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206604 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -15491421.000000 Penalty: 6071.603027
	Iteration 32Q: 3 clusters Score -1.549142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206603 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -15491431.000000 Penalty: 6071.603027
	Iteration 33Q: 3 clusters Score -1.549143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206603 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -15491431.000000 Penalty: 6071.603027
	Iteration 34F: 3 clusters Score -1.549143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Entering Unmasked Estep 
Score: -98353.398438 Penalty: 1835.353882
	Iteration 0F: 2 clusters Score -98353.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -95960.078125 Penalty: 3670.707764
	Iteration 0F: 3 clusters Score -95960.08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -96352.828125 Penalty: 3670.707764
	Iteration 1F: 3 clusters Score -96352.83 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -96500.078125 Penalty: 3670.707764
	Iteration 2F: 3 clusters Score -96500.08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -96598.406250 Penalty: 3670.707764
	Iteration 3F: 3 clusters Score -96598.41 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -96656.750000 Penalty: 3670.707764
	Iteration 4Q: 3 clusters Score -96656.75 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -96709.937500 Penalty: 3670.707764
	Iteration 5Q: 3 clusters Score -96709.94 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -96741.078125 Penalty: 3670.707764
	Iteration 6Q: 3 clusters Score -96741.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -96767.343750 Penalty: 3670.707764
	Iteration 7Q: 3 clusters Score -96767.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -96781.843750 Penalty: 3670.707764
	Iteration 8Q: 3 clusters Score -96781.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -96794.203125 Penalty: 3670.707764
	Iteration 9Q: 3 clusters Score -96794.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -96807.781250 Penalty: 3670.707764
	Iteration 10Q: 3 clusters Score -96807.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -96823.375000 Penalty: 3670.707764
	Iteration 11Q: 3 clusters Score -96823.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -96834.343750 Penalty: 3670.707764
	Iteration 12Q: 3 clusters Score -96834.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -96850.835938 Penalty: 3670.707764
	Iteration 13Q: 3 clusters Score -96850.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -96865.390625 Penalty: 3670.707764
	Iteration 14Q: 3 clusters Score -96865.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -96875.164062 Penalty: 3670.707764
	Iteration 15Q: 3 clusters Score -96875.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -96885.101562 Penalty: 3670.707764
	Iteration 16Q: 3 clusters Score -96885.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -96894.046875 Penalty: 3670.707764
	Iteration 17Q: 3 clusters Score -96894.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -96903.328125 Penalty: 3670.707764
	Iteration 18Q: 3 clusters Score -96903.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -96911.570312 Penalty: 3670.707764
	Iteration 19Q: 3 clusters Score -96911.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -96921.554688 Penalty: 3670.707764
	Iteration 20F: 3 clusters Score -96921.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -96928.898438 Penalty: 3670.707764
	Iteration 21Q: 3 clusters Score -96928.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -96929.500000 Penalty: 3670.707764
	Iteration 22Q: 3 clusters Score -96929.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -96929.500000 Penalty: 3670.707764
	Iteration 23F: 3 clusters Score -96929.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -231555.234375 Penalty: 2020.814575
	Iteration 0F: 2 clusters Score -231555.2 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 1736 members 
Entering Unmasked Estep 
Score: -228036.890625 Penalty: 4041.629150
	Iteration 0F: 3 clusters Score -228036.9 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -228841.468750 Penalty: 4041.629150
	Iteration 1F: 3 clusters Score -228841.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -229114.796875 Penalty: 4041.629150
	Iteration 2F: 3 clusters Score -229114.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -229422.875000 Penalty: 4041.629150
	Iteration 3F: 3 clusters Score -229422.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -229675.812500 Penalty: 4041.629150
	Iteration 4F: 3 clusters Score -229675.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -229892.625000 Penalty: 4041.629150
	Iteration 5F: 3 clusters Score -229892.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -230087.453125 Penalty: 4041.629150
	Iteration 6F: 3 clusters Score -230087.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -230249.796875 Penalty: 4041.629150
	Iteration 7Q: 3 clusters Score -230249.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -230360.781250 Penalty: 4041.629150
	Iteration 8Q: 3 clusters Score -230360.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -230431.156250 Penalty: 4041.629150
	Iteration 9Q: 3 clusters Score -230431.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -230492.921875 Penalty: 4041.629150
	Iteration 10Q: 3 clusters Score -230492.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -230547.406250 Penalty: 4041.629150
	Iteration 11Q: 3 clusters Score -230547.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -230619.562500 Penalty: 4041.629150
	Iteration 12Q: 3 clusters Score -230619.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -230684.375000 Penalty: 4041.629150
	Iteration 13Q: 3 clusters Score -230684.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -230715.234375 Penalty: 4041.629150
	Iteration 14Q: 3 clusters Score -230715.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -230734.390625 Penalty: 4041.629150
	Iteration 15Q: 3 clusters Score -230734.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -230751.500000 Penalty: 4041.629150
	Iteration 16Q: 3 clusters Score -230751.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -230761.375000 Penalty: 4041.629150
	Iteration 17Q: 3 clusters Score -230761.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -230764.671875 Penalty: 4041.629150
	Iteration 18Q: 3 clusters Score -230764.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -230767.171875 Penalty: 4041.629150
	Iteration 19Q: 3 clusters Score -230767.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -230769.937500 Penalty: 4041.629150
	Iteration 20F: 3 clusters Score -230769.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -230772.984375 Penalty: 4041.629150
	Iteration 21Q: 3 clusters Score -230773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -230775.687500 Penalty: 4041.629150
	Iteration 22Q: 3 clusters Score -230775.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -230776.140625 Penalty: 4041.629150
	Iteration 23Q: 3 clusters Score -230776.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -230776.140625 Penalty: 4041.629150
	Iteration 24F: 3 clusters Score -230776.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Entering Unmasked Estep 
Score: -174421.203125 Penalty: 1941.056885
	Iteration 0F: 2 clusters Score -174421.2 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 1229 members 
Entering Unmasked Estep 
Score: -171471.718750 Penalty: 3882.113770
	Iteration 0F: 3 clusters Score -171471.7 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -172146.250000 Penalty: 3882.113770
	Iteration 1F: 3 clusters Score -172146.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -172368.984375 Penalty: 3882.113770
	Iteration 2F: 3 clusters Score -172369 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -172503.828125 Penalty: 3882.113770
	Iteration 3F: 3 clusters Score -172503.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -172595.734375 Penalty: 3882.113770
	Iteration 4Q: 3 clusters Score -172595.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -172648.187500 Penalty: 3882.113770
	Iteration 5Q: 3 clusters Score -172648.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -172683.875000 Penalty: 3882.113770
	Iteration 6Q: 3 clusters Score -172683.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -172723.000000 Penalty: 3882.113770
	Iteration 7Q: 3 clusters Score -172723 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -172743.906250 Penalty: 3882.113770
	Iteration 8Q: 3 clusters Score -172743.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -172769.000000 Penalty: 3882.113770
	Iteration 9Q: 3 clusters Score -172769 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -172793.187500 Penalty: 3882.113770
	Iteration 10Q: 3 clusters Score -172793.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -172810.468750 Penalty: 3882.113770
	Iteration 11Q: 3 clusters Score -172810.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -172835.671875 Penalty: 3882.113770
	Iteration 12Q: 3 clusters Score -172835.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -172859.656250 Penalty: 3882.113770
	Iteration 13Q: 3 clusters Score -172859.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -172880.546875 Penalty: 3882.113770
	Iteration 14Q: 3 clusters Score -172880.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -172908.984375 Penalty: 3882.113770
	Iteration 15Q: 3 clusters Score -172909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -172937.953125 Penalty: 3882.113770
	Iteration 16Q: 3 clusters Score -172938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -172965.328125 Penalty: 3882.113770
	Iteration 17Q: 3 clusters Score -172965.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -172997.875000 Penalty: 3882.113770
	Iteration 18Q: 3 clusters Score -172997.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -173020.250000 Penalty: 3882.113770
	Iteration 19Q: 3 clusters Score -173020.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -173045.484375 Penalty: 3882.113770
	Iteration 20F: 3 clusters Score -173045.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -173064.093750 Penalty: 3882.113770
	Iteration 21Q: 3 clusters Score -173064.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -173088.281250 Penalty: 3882.113770
	Iteration 22Q: 3 clusters Score -173088.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -173107.968750 Penalty: 3882.113770
	Iteration 23Q: 3 clusters Score -173108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -173128.187500 Penalty: 3882.113770
	Iteration 24Q: 3 clusters Score -173128.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -173142.265625 Penalty: 3882.113770
	Iteration 25Q: 3 clusters Score -173142.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -173160.093750 Penalty: 3882.113770
	Iteration 26Q: 3 clusters Score -173160.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -173185.109375 Penalty: 3882.113770
	Iteration 27Q: 3 clusters Score -173185.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -173227.515625 Penalty: 3882.113770
	Iteration 28Q: 3 clusters Score -173227.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -173290.656250 Penalty: 3882.113770
	Iteration 29Q: 3 clusters Score -173290.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -173348.406250 Penalty: 3882.113770
	Iteration 30Q: 3 clusters Score -173348.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -173409.546875 Penalty: 3882.113770
	Iteration 31Q: 3 clusters Score -173409.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -173481.640625 Penalty: 3882.113770
	Iteration 32Q: 3 clusters Score -173481.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -173617.390625 Penalty: 3882.113770
	Iteration 33Q: 3 clusters Score -173617.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -173775.281250 Penalty: 3882.113770
	Iteration 34Q: 3 clusters Score -173775.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -173935.718750 Penalty: 3882.113770
	Iteration 35Q: 3 clusters Score -173935.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -174087.375000 Penalty: 3882.113770
	Iteration 36Q: 3 clusters Score -174087.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -174157.968750 Penalty: 3882.113770
	Iteration 37Q: 3 clusters Score -174158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -174186.546875 Penalty: 3882.113770
	Iteration 38Q: 3 clusters Score -174186.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -174197.515625 Penalty: 3882.113770
	Iteration 39Q: 3 clusters Score -174197.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -174201.093750 Penalty: 3882.113770
	Iteration 40F: 3 clusters Score -174201.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -174203.109375 Penalty: 3882.113770
	Iteration 41Q: 3 clusters Score -174203.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -174205.265625 Penalty: 3882.113770
	Iteration 42Q: 3 clusters Score -174205.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -174207.109375 Penalty: 3882.113770
	Iteration 43Q: 3 clusters Score -174207.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -174207.109375 Penalty: 3882.113770
	Iteration 44F: 3 clusters Score -174207.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Entering Unmasked Estep 
Score: -3158123.500000 Penalty: 2642.930176
	Iteration 0F: 2 clusters Score -3158124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -3129556.750000 Penalty: 5285.860352
	Iteration 0F: 3 clusters Score -3129557 nChanged 19282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -3140420.500000 Penalty: 5285.860352
	Iteration 1F: 3 clusters Score -3140420 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -3141692.250000 Penalty: 5285.860352
	Iteration 2F: 3 clusters Score -3141692 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -3143568.000000 Penalty: 5285.860352
	Iteration 3F: 3 clusters Score -3143568 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -3145781.500000 Penalty: 5285.860352
	Iteration 4F: 3 clusters Score -3145782 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -3148126.000000 Penalty: 5285.860352
	Iteration 5F: 3 clusters Score -3148126 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -3150403.250000 Penalty: 5285.860352
	Iteration 6F: 3 clusters Score -3150403 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -3152329.500000 Penalty: 5285.860352
	Iteration 7F: 3 clusters Score -3152330 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -3153983.000000 Penalty: 5285.860352
	Iteration 8Q: 3 clusters Score -3153983 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -3155595.000000 Penalty: 5285.860352
	Iteration 9Q: 3 clusters Score -3155595 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -3156777.500000 Penalty: 5285.860352
	Iteration 10Q: 3 clusters Score -3156778 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -3157318.250000 Penalty: 5285.860352
	Iteration 11Q: 3 clusters Score -3157318 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -3157613.000000 Penalty: 5285.860352
	Iteration 12Q: 3 clusters Score -3157613 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -3157832.750000 Penalty: 5285.860352
	Iteration 13Q: 3 clusters Score -3157833 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -3157987.250000 Penalty: 5285.860352
	Iteration 14Q: 3 clusters Score -3157987 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -3158066.250000 Penalty: 5285.860352
	Iteration 15Q: 3 clusters Score -3158066 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -3158111.750000 Penalty: 5285.860352
	Iteration 16Q: 3 clusters Score -3158112 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -3158154.750000 Penalty: 5285.860352
	Iteration 17Q: 3 clusters Score -3158155 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -3158203.500000 Penalty: 5285.860352
	Iteration 18Q: 3 clusters Score -3158204 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -3158229.000000 Penalty: 5285.860352
	Iteration 19Q: 3 clusters Score -3158229 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -3158248.000000 Penalty: 5285.860352
	Iteration 20F: 3 clusters Score -3158248 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -3158268.500000 Penalty: 5285.860352
	Iteration 21Q: 3 clusters Score -3158268 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -3158282.250000 Penalty: 5285.860352
	Iteration 22Q: 3 clusters Score -3158282 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -3158321.750000 Penalty: 5285.860352
	Iteration 23Q: 3 clusters Score -3158322 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -3158332.000000 Penalty: 5285.860352
	Iteration 24Q: 3 clusters Score -3158332 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -3158350.500000 Penalty: 5285.860352
	Iteration 25Q: 3 clusters Score -3158350 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -3158372.250000 Penalty: 5285.860352
	Iteration 26Q: 3 clusters Score -3158372 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -3158400.750000 Penalty: 5285.860352
	Iteration 27Q: 3 clusters Score -3158401 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -3158400.750000 Penalty: 5285.860352
	Iteration 28Q: 3 clusters Score -3158401 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -3158416.500000 Penalty: 5285.860352
	Iteration 29Q: 3 clusters Score -3158416 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -3158418.000000 Penalty: 5285.860352
	Iteration 30Q: 3 clusters Score -3158418 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -3158424.250000 Penalty: 5285.860352
	Iteration 31Q: 3 clusters Score -3158424 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -3158422.750000 Penalty: 5285.860352
	Iteration 32Q: 3 clusters Score -3158423 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -3158446.500000 Penalty: 5285.860352
	Iteration 33Q: 3 clusters Score -3158446 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -3158450.500000 Penalty: 5285.860352
	Iteration 34Q: 3 clusters Score -3158450 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -3158466.250000 Penalty: 5285.860352
	Iteration 35Q: 3 clusters Score -3158466 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -3158466.250000 Penalty: 5285.860352
	Iteration 36Q: 3 clusters Score -3158466 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -3158467.000000 Penalty: 5285.860352
	Iteration 37Q: 3 clusters Score -3158467 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -3158482.750000 Penalty: 5285.860352
	Iteration 38Q: 3 clusters Score -3158483 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -3158483.750000 Penalty: 5285.860352
	Iteration 39Q: 3 clusters Score -3158484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3158481.500000 Penalty: 5285.860352
	Iteration 40F: 3 clusters Score -3158482 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -3158494.750000 Penalty: 5285.860352
	Iteration 41Q: 3 clusters Score -3158495 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -3158501.500000 Penalty: 5285.860352
	Iteration 42Q: 3 clusters Score -3158502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -3158507.000000 Penalty: 5285.860352
	Iteration 43Q: 3 clusters Score -3158507 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -3158500.750000 Penalty: 5285.860352
	Iteration 44Q: 3 clusters Score -3158501 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -3158504.250000 Penalty: 5285.860352
	Iteration 45Q: 3 clusters Score -3158504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -3158512.750000 Penalty: 5285.860352
	Iteration 46Q: 3 clusters Score -3158513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -3158508.000000 Penalty: 5285.860352
	Iteration 47Q: 3 clusters Score -3158508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -3158509.250000 Penalty: 5285.860352
	Iteration 48Q: 3 clusters Score -3158509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -3158523.250000 Penalty: 5285.860352
	Iteration 49Q: 3 clusters Score -3158523 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -3158524.500000 Penalty: 5285.860352
	Iteration 50Q: 3 clusters Score -3158524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -3158540.500000 Penalty: 5285.860352
	Iteration 51Q: 3 clusters Score -3158540 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -3158555.000000 Penalty: 5285.860352
	Iteration 52Q: 3 clusters Score -3158555 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -3158558.250000 Penalty: 5285.860352
	Iteration 53Q: 3 clusters Score -3158558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -3158571.000000 Penalty: 5285.860352
	Iteration 54Q: 3 clusters Score -3158571 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -3158575.750000 Penalty: 5285.860352
	Iteration 55Q: 3 clusters Score -3158576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -3158587.000000 Penalty: 5285.860352
	Iteration 56Q: 3 clusters Score -3158587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -3158586.000000 Penalty: 5285.860352
	Iteration 57Q: 3 clusters Score -3158586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -3158585.000000 Penalty: 5285.860352
	Iteration 58Q: 3 clusters Score -3158585 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -3158581.250000 Penalty: 5285.860352
	Iteration 59Q: 3 clusters Score -3158581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -3158586.750000 Penalty: 5285.860352
	Iteration 60F: 3 clusters Score -3158587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -3158599.000000 Penalty: 5285.860352
	Iteration 61Q: 3 clusters Score -3158599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -3158606.500000 Penalty: 5285.860352
	Iteration 62Q: 3 clusters Score -3158606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -3158614.000000 Penalty: 5285.860352
	Iteration 63Q: 3 clusters Score -3158614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -3158615.750000 Penalty: 5285.860352
	Iteration 64Q: 3 clusters Score -3158616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -3158632.500000 Penalty: 5285.860352
	Iteration 65Q: 3 clusters Score -3158632 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -3158641.000000 Penalty: 5285.860352
	Iteration 66Q: 3 clusters Score -3158641 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -3158649.500000 Penalty: 5285.860352
	Iteration 67Q: 3 clusters Score -3158650 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -3158655.000000 Penalty: 5285.860352
	Iteration 68Q: 3 clusters Score -3158655 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -3158665.500000 Penalty: 5285.860352
	Iteration 69Q: 3 clusters Score -3158666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -3158672.500000 Penalty: 5285.860352
	Iteration 70Q: 3 clusters Score -3158672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -3158678.250000 Penalty: 5285.860352
	Iteration 71Q: 3 clusters Score -3158678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -3158686.500000 Penalty: 5285.860352
	Iteration 72Q: 3 clusters Score -3158686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3158696.500000 Penalty: 5285.860352
	Iteration 73Q: 3 clusters Score -3158696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -3158702.000000 Penalty: 5285.860352
	Iteration 74Q: 3 clusters Score -3158702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -3158715.000000 Penalty: 5285.860352
	Iteration 75Q: 3 clusters Score -3158715 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -3158712.000000 Penalty: 5285.860352
	Iteration 76Q: 3 clusters Score -3158712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -3158711.750000 Penalty: 5285.860352
	Iteration 77Q: 3 clusters Score -3158712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -3158718.750000 Penalty: 5285.860352
	Iteration 78Q: 3 clusters Score -3158719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -3158721.250000 Penalty: 5285.860352
	Iteration 79Q: 3 clusters Score -3158721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -3158719.000000 Penalty: 5285.860352
	Iteration 80F: 3 clusters Score -3158719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -3158720.750000 Penalty: 5285.860352
	Iteration 81Q: 3 clusters Score -3158721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -3158724.250000 Penalty: 5285.860352
	Iteration 82Q: 3 clusters Score -3158724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -3158723.750000 Penalty: 5285.860352
	Iteration 83Q: 3 clusters Score -3158724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -3158724.500000 Penalty: 5285.860352
	Iteration 84Q: 3 clusters Score -3158724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -3158724.750000 Penalty: 5285.860352
	Iteration 85Q: 3 clusters Score -3158725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -3158724.750000 Penalty: 5285.860352
	Iteration 86Q: 3 clusters Score -3158725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -3158725.000000 Penalty: 5285.860352
	Iteration 87Q: 3 clusters Score -3158725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -3158725.250000 Penalty: 5285.860352
	Iteration 88Q: 3 clusters Score -3158725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3158721.750000 Penalty: 5285.860352
	Iteration 89Q: 3 clusters Score -3158722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -3158722.750000 Penalty: 5285.860352
	Iteration 90Q: 3 clusters Score -3158723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -3158723.750000 Penalty: 5285.860352
	Iteration 91Q: 3 clusters Score -3158724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -3158724.000000 Penalty: 5285.860352
	Iteration 92Q: 3 clusters Score -3158724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -3158724.250000 Penalty: 5285.860352
	Iteration 93Q: 3 clusters Score -3158724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -3158725.250000 Penalty: 5285.860352
	Iteration 94Q: 3 clusters Score -3158725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -3158727.750000 Penalty: 5285.860352
	Iteration 95Q: 3 clusters Score -3158728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -3158730.750000 Penalty: 5285.860352
	Iteration 96Q: 3 clusters Score -3158731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -3158732.250000 Penalty: 5285.860352
	Iteration 97Q: 3 clusters Score -3158732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -3158730.500000 Penalty: 5285.860352
	Iteration 98Q: 3 clusters Score -3158730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -3158728.250000 Penalty: 5285.860352
	Iteration 99Q: 3 clusters Score -3158728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -3158729.250000 Penalty: 5285.860352
	Iteration 100F: 3 clusters Score -3158729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -3158730.250000 Penalty: 5285.860352
	Iteration 101Q: 3 clusters Score -3158730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -3158730.250000 Penalty: 5285.860352
	Iteration 102F: 3 clusters Score -3158730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251260 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226592 members 
Mstep: Class 5 contains 98272 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31195 members 
Mstep: Class 8 contains 92355 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132176 members 
Mstep: Class 11 contains 207137 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 38515 members 
Mstep: Class 16 contains 13496 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40412 members 
Mstep: Class 24 contains 13181 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8503 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16660 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7532 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10279 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14171 members 
Mstep: Class 41 contains 59914 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6548 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4193 members 
Mstep: Class 46 contains 12933 members 
Mstep: Class 47 contains 2066 members 
Mstep: Class 48 contains 3973 members 
Entering Unmasked Estep 
Score: -102298104.000000 Penalty: 168600.640625
Splitting cluster 15 changes total score from -102298464.000000 to -102298104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (13496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Entering Unmasked Estep 
Score: -1002975.750000 Penalty: 2358.516846
	Iteration 0F: 2 clusters Score -1002976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -993015.812500 Penalty: 4717.033691
	Iteration 0F: 3 clusters Score -993015.8 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -996060.312500 Penalty: 4717.033691
	Iteration 1F: 3 clusters Score -996060.3 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -996400.312500 Penalty: 4717.033691
	Iteration 2F: 3 clusters Score -996400.3 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -996712.937500 Penalty: 4717.033691
	Iteration 3F: 3 clusters Score -996712.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -997024.875000 Penalty: 4717.033691
	Iteration 4Q: 3 clusters Score -997024.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -997370.437500 Penalty: 4717.033691
	Iteration 5Q: 3 clusters Score -997370.4 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -997746.250000 Penalty: 4717.033691
	Iteration 6Q: 3 clusters Score -997746.2 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -998155.812500 Penalty: 4717.033691
	Iteration 7Q: 3 clusters Score -998155.8 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -998602.062500 Penalty: 4717.033691
	Iteration 8F: 3 clusters Score -998602.1 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -999100.750000 Penalty: 4717.033691
	Iteration 9F: 3 clusters Score -999100.8 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -999616.625000 Penalty: 4717.033691
	Iteration 10F: 3 clusters Score -999616.6 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1000095.375000 Penalty: 4717.033691
	Iteration 11Q: 3 clusters Score -1000095 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1000482.937500 Penalty: 4717.033691
	Iteration 12Q: 3 clusters Score -1000483 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1000757.750000 Penalty: 4717.033691
	Iteration 13Q: 3 clusters Score -1000758 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1000972.000000 Penalty: 4717.033691
	Iteration 14Q: 3 clusters Score -1000972 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1001167.750000 Penalty: 4717.033691
	Iteration 15Q: 3 clusters Score -1001168 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1001326.375000 Penalty: 4717.033691
	Iteration 16Q: 3 clusters Score -1001326 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1001452.062500 Penalty: 4717.033691
	Iteration 17Q: 3 clusters Score -1001452 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1001559.437500 Penalty: 4717.033691
	Iteration 18Q: 3 clusters Score -1001559 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1001651.250000 Penalty: 4717.033691
	Iteration 19Q: 3 clusters Score -1001651 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1001733.437500 Penalty: 4717.033691
	Iteration 20F: 3 clusters Score -1001733 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1001824.500000 Penalty: 4717.033691
	Iteration 21Q: 3 clusters Score -1001824 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1001893.312500 Penalty: 4717.033691
	Iteration 22Q: 3 clusters Score -1001893 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1001938.187500 Penalty: 4717.033691
	Iteration 23Q: 3 clusters Score -1001938 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1001984.000000 Penalty: 4717.033691
	Iteration 24Q: 3 clusters Score -1001984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1002007.750000 Penalty: 4717.033691
	Iteration 25Q: 3 clusters Score -1002008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1002028.062500 Penalty: 4717.033691
	Iteration 26Q: 3 clusters Score -1002028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1002047.312500 Penalty: 4717.033691
	Iteration 27Q: 3 clusters Score -1002047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1002061.750000 Penalty: 4717.033691
	Iteration 28Q: 3 clusters Score -1002062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1002071.750000 Penalty: 4717.033691
	Iteration 29Q: 3 clusters Score -1002072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1002075.312500 Penalty: 4717.033691
	Iteration 30Q: 3 clusters Score -1002075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1002076.937500 Penalty: 4717.033691
	Iteration 31Q: 3 clusters Score -1002077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1002079.250000 Penalty: 4717.033691
	Iteration 32Q: 3 clusters Score -1002079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1002082.437500 Penalty: 4717.033691
	Iteration 33Q: 3 clusters Score -1002082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1002091.187500 Penalty: 4717.033691
	Iteration 34Q: 3 clusters Score -1002091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1002093.500000 Penalty: 4717.033691
	Iteration 35Q: 3 clusters Score -1002094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1002096.437500 Penalty: 4717.033691
	Iteration 36Q: 3 clusters Score -1002096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1002098.875000 Penalty: 4717.033691
	Iteration 37Q: 3 clusters Score -1002099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1002099.812500 Penalty: 4717.033691
	Iteration 38Q: 3 clusters Score -1002100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1002099.812500 Penalty: 4717.033691
	Iteration 39F: 3 clusters Score -1002100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Entering Unmasked Estep 
Score: -334517.156250 Penalty: 2090.233643
	Iteration 0F: 2 clusters Score -334517.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -330268.156250 Penalty: 4180.467285
	Iteration 0F: 3 clusters Score -330268.2 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -331254.968750 Penalty: 4180.467285
	Iteration 1F: 3 clusters Score -331255 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -331538.843750 Penalty: 4180.467285
	Iteration 2F: 3 clusters Score -331538.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -331756.500000 Penalty: 4180.467285
	Iteration 3F: 3 clusters Score -331756.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -331914.937500 Penalty: 4180.467285
	Iteration 4Q: 3 clusters Score -331914.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -332040.375000 Penalty: 4180.467285
	Iteration 5Q: 3 clusters Score -332040.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -332147.156250 Penalty: 4180.467285
	Iteration 6Q: 3 clusters Score -332147.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -332253.468750 Penalty: 4180.467285
	Iteration 7Q: 3 clusters Score -332253.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -332349.343750 Penalty: 4180.467285
	Iteration 8Q: 3 clusters Score -332349.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -332421.625000 Penalty: 4180.467285
	Iteration 9Q: 3 clusters Score -332421.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -332474.625000 Penalty: 4180.467285
	Iteration 10Q: 3 clusters Score -332474.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -332511.375000 Penalty: 4180.467285
	Iteration 11Q: 3 clusters Score -332511.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -332541.625000 Penalty: 4180.467285
	Iteration 12Q: 3 clusters Score -332541.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -332565.500000 Penalty: 4180.467285
	Iteration 13Q: 3 clusters Score -332565.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -332594.562500 Penalty: 4180.467285
	Iteration 14Q: 3 clusters Score -332594.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -332623.500000 Penalty: 4180.467285
	Iteration 15Q: 3 clusters Score -332623.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -332651.781250 Penalty: 4180.467285
	Iteration 16Q: 3 clusters Score -332651.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -332671.593750 Penalty: 4180.467285
	Iteration 17Q: 3 clusters Score -332671.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -332684.343750 Penalty: 4180.467285
	Iteration 18Q: 3 clusters Score -332684.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -332693.031250 Penalty: 4180.467285
	Iteration 19Q: 3 clusters Score -332693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -332701.437500 Penalty: 4180.467285
	Iteration 20F: 3 clusters Score -332701.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -332709.718750 Penalty: 4180.467285
	Iteration 21Q: 3 clusters Score -332709.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -332715.437500 Penalty: 4180.467285
	Iteration 22Q: 3 clusters Score -332715.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -332718.468750 Penalty: 4180.467285
	Iteration 23Q: 3 clusters Score -332718.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -332718.812500 Penalty: 4180.467285
	Iteration 24Q: 3 clusters Score -332718.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -332720.531250 Penalty: 4180.467285
	Iteration 25Q: 3 clusters Score -332720.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -332722.687500 Penalty: 4180.467285
	Iteration 26Q: 3 clusters Score -332722.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -332725.593750 Penalty: 4180.467285
	Iteration 27Q: 3 clusters Score -332725.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -332725.843750 Penalty: 4180.467285
	Iteration 28Q: 3 clusters Score -332725.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -332727.375000 Penalty: 4180.467285
	Iteration 29Q: 3 clusters Score -332727.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -332728.281250 Penalty: 4180.467285
	Iteration 30Q: 3 clusters Score -332728.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -332728.906250 Penalty: 4180.467285
	Iteration 31Q: 3 clusters Score -332728.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -332730.437500 Penalty: 4180.467285
	Iteration 32Q: 3 clusters Score -332730.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -332730.500000 Penalty: 4180.467285
	Iteration 33Q: 3 clusters Score -332730.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -332732.250000 Penalty: 4180.467285
	Iteration 34Q: 3 clusters Score -332732.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -332731.937500 Penalty: 4180.467285
	Iteration 35Q: 3 clusters Score -332731.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -332731.406250 Penalty: 4180.467285
	Iteration 36Q: 3 clusters Score -332731.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -332732.250000 Penalty: 4180.467285
	Iteration 37Q: 3 clusters Score -332732.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -332732.968750 Penalty: 4180.467285
	Iteration 38Q: 3 clusters Score -332733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -332732.968750 Penalty: 4180.467285
	Iteration 39F: 3 clusters Score -332733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Entering Unmasked Estep 
Score: -154618.796875 Penalty: 1908.322266
	Iteration 0F: 2 clusters Score -154618.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -151854.406250 Penalty: 3816.644531
	Iteration 0F: 3 clusters Score -151854.4 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -152496.765625 Penalty: 3816.644531
	Iteration 1F: 3 clusters Score -152496.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -152983.984375 Penalty: 3816.644531
	Iteration 2F: 3 clusters Score -152984 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -153304.890625 Penalty: 3816.644531
	Iteration 3F: 3 clusters Score -153304.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -153468.453125 Penalty: 3816.644531
	Iteration 4F: 3 clusters Score -153468.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -153586.687500 Penalty: 3816.644531
	Iteration 5Q: 3 clusters Score -153586.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -153687.484375 Penalty: 3816.644531
	Iteration 6Q: 3 clusters Score -153687.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -153743.359375 Penalty: 3816.644531
	Iteration 7Q: 3 clusters Score -153743.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -153782.031250 Penalty: 3816.644531
	Iteration 8Q: 3 clusters Score -153782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -153813.656250 Penalty: 3816.644531
	Iteration 9Q: 3 clusters Score -153813.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -153846.171875 Penalty: 3816.644531
	Iteration 10Q: 3 clusters Score -153846.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -153883.578125 Penalty: 3816.644531
	Iteration 11Q: 3 clusters Score -153883.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -153927.000000 Penalty: 3816.644531
	Iteration 12Q: 3 clusters Score -153927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -153965.796875 Penalty: 3816.644531
	Iteration 13Q: 3 clusters Score -153965.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -154001.468750 Penalty: 3816.644531
	Iteration 14Q: 3 clusters Score -154001.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -154044.343750 Penalty: 3816.644531
	Iteration 15Q: 3 clusters Score -154044.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -154077.937500 Penalty: 3816.644531
	Iteration 16Q: 3 clusters Score -154077.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -154106.140625 Penalty: 3816.644531
	Iteration 17Q: 3 clusters Score -154106.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -154130.515625 Penalty: 3816.644531
	Iteration 18Q: 3 clusters Score -154130.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -154156.296875 Penalty: 3816.644531
	Iteration 19Q: 3 clusters Score -154156.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -154173.015625 Penalty: 3816.644531
	Iteration 20F: 3 clusters Score -154173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -154185.390625 Penalty: 3816.644531
	Iteration 21Q: 3 clusters Score -154185.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -154191.265625 Penalty: 3816.644531
	Iteration 22Q: 3 clusters Score -154191.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -154194.312500 Penalty: 3816.644531
	Iteration 23Q: 3 clusters Score -154194.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -154200.187500 Penalty: 3816.644531
	Iteration 24Q: 3 clusters Score -154200.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -154206.718750 Penalty: 3816.644531
	Iteration 25Q: 3 clusters Score -154206.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -154209.125000 Penalty: 3816.644531
	Iteration 26Q: 3 clusters Score -154209.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -154210.156250 Penalty: 3816.644531
	Iteration 27Q: 3 clusters Score -154210.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -154213.640625 Penalty: 3816.644531
	Iteration 28Q: 3 clusters Score -154213.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -154221.593750 Penalty: 3816.644531
	Iteration 29Q: 3 clusters Score -154221.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -154239.718750 Penalty: 3816.644531
	Iteration 30Q: 3 clusters Score -154239.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -154253.203125 Penalty: 3816.644531
	Iteration 31Q: 3 clusters Score -154253.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -154260.218750 Penalty: 3816.644531
	Iteration 32Q: 3 clusters Score -154260.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -154265.906250 Penalty: 3816.644531
	Iteration 33Q: 3 clusters Score -154265.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -154271.031250 Penalty: 3816.644531
	Iteration 34Q: 3 clusters Score -154271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -154277.375000 Penalty: 3816.644531
	Iteration 35Q: 3 clusters Score -154277.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -154284.953125 Penalty: 3816.644531
	Iteration 36Q: 3 clusters Score -154285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -154293.390625 Penalty: 3816.644531
	Iteration 37Q: 3 clusters Score -154293.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -154299.609375 Penalty: 3816.644531
	Iteration 38Q: 3 clusters Score -154299.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -154310.468750 Penalty: 3816.644531
	Iteration 39Q: 3 clusters Score -154310.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -154323.296875 Penalty: 3816.644531
	Iteration 40F: 3 clusters Score -154323.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Entering Unmasked Estep 
Score: -355417.812500 Penalty: 2109.169434
	Iteration 0F: 2 clusters Score -355417.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -350910.718750 Penalty: 4218.338867
	Iteration 0F: 3 clusters Score -350910.7 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -351978.187500 Penalty: 4218.338867
	Iteration 1F: 3 clusters Score -351978.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -352322.437500 Penalty: 4218.338867
	Iteration 2F: 3 clusters Score -352322.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -352735.218750 Penalty: 4218.338867
	Iteration 3F: 3 clusters Score -352735.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -353249.187500 Penalty: 4218.338867
	Iteration 4F: 3 clusters Score -353249.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -353647.406250 Penalty: 4218.338867
	Iteration 5F: 3 clusters Score -353647.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -353941.125000 Penalty: 4218.338867
	Iteration 6F: 3 clusters Score -353941.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -354199.843750 Penalty: 4218.338867
	Iteration 7F: 3 clusters Score -354199.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -354405.875000 Penalty: 4218.338867
	Iteration 8Q: 3 clusters Score -354405.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -354549.156250 Penalty: 4218.338867
	Iteration 9Q: 3 clusters Score -354549.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -354646.343750 Penalty: 4218.338867
	Iteration 10Q: 3 clusters Score -354646.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -354716.000000 Penalty: 4218.338867
	Iteration 11Q: 3 clusters Score -354716 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -354759.562500 Penalty: 4218.338867
	Iteration 12Q: 3 clusters Score -354759.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -354797.281250 Penalty: 4218.338867
	Iteration 13Q: 3 clusters Score -354797.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -354818.625000 Penalty: 4218.338867
	Iteration 14Q: 3 clusters Score -354818.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -354831.406250 Penalty: 4218.338867
	Iteration 15Q: 3 clusters Score -354831.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -354843.781250 Penalty: 4218.338867
	Iteration 16Q: 3 clusters Score -354843.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -354847.218750 Penalty: 4218.338867
	Iteration 17Q: 3 clusters Score -354847.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -354851.375000 Penalty: 4218.338867
	Iteration 18Q: 3 clusters Score -354851.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -354856.093750 Penalty: 4218.338867
	Iteration 19Q: 3 clusters Score -354856.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -354863.437500 Penalty: 4218.338867
	Iteration 20F: 3 clusters Score -354863.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -354873.375000 Penalty: 4218.338867
	Iteration 21Q: 3 clusters Score -354873.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -354880.875000 Penalty: 4218.338867
	Iteration 22Q: 3 clusters Score -354880.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -354885.250000 Penalty: 4218.338867
	Iteration 23Q: 3 clusters Score -354885.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -354890.062500 Penalty: 4218.338867
	Iteration 24Q: 3 clusters Score -354890.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -354900.375000 Penalty: 4218.338867
	Iteration 25Q: 3 clusters Score -354900.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -354909.968750 Penalty: 4218.338867
	Iteration 26Q: 3 clusters Score -354910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -354914.593750 Penalty: 4218.338867
	Iteration 27Q: 3 clusters Score -354914.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -354919.562500 Penalty: 4218.338867
	Iteration 28Q: 3 clusters Score -354919.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -354923.625000 Penalty: 4218.338867
	Iteration 29Q: 3 clusters Score -354923.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -354925.062500 Penalty: 4218.338867
	Iteration 30Q: 3 clusters Score -354925.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -354925.812500 Penalty: 4218.338867
	Iteration 31Q: 3 clusters Score -354925.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -354930.593750 Penalty: 4218.338867
	Iteration 32Q: 3 clusters Score -354930.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -354930.406250 Penalty: 4218.338867
	Iteration 33Q: 3 clusters Score -354930.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -354932.750000 Penalty: 4218.338867
	Iteration 34Q: 3 clusters Score -354932.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -354936.000000 Penalty: 4218.338867
	Iteration 35Q: 3 clusters Score -354936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -354936.406250 Penalty: 4218.338867
	Iteration 36Q: 3 clusters Score -354936.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -354937.343750 Penalty: 4218.338867
	Iteration 37Q: 3 clusters Score -354937.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -354938.250000 Penalty: 4218.338867
	Iteration 38Q: 3 clusters Score -354938.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -354939.031250 Penalty: 4218.338867
	Iteration 39Q: 3 clusters Score -354939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -354939.031250 Penalty: 4218.338867
	Iteration 40F: 3 clusters Score -354939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -192396.796875 Penalty: 1944.397583
	Iteration 0F: 2 clusters Score -192396.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -189374.375000 Penalty: 3888.795166
	Iteration 0F: 3 clusters Score -189374.4 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -189962.609375 Penalty: 3888.795166
	Iteration 1F: 3 clusters Score -189962.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -190104.531250 Penalty: 3888.795166
	Iteration 2F: 3 clusters Score -190104.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -190198.781250 Penalty: 3888.795166
	Iteration 3Q: 3 clusters Score -190198.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -190248.015625 Penalty: 3888.795166
	Iteration 4Q: 3 clusters Score -190248 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -190278.171875 Penalty: 3888.795166
	Iteration 5Q: 3 clusters Score -190278.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -190293.296875 Penalty: 3888.795166
	Iteration 6Q: 3 clusters Score -190293.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -190312.093750 Penalty: 3888.795166
	Iteration 7Q: 3 clusters Score -190312.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -190327.359375 Penalty: 3888.795166
	Iteration 8Q: 3 clusters Score -190327.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -190337.484375 Penalty: 3888.795166
	Iteration 9Q: 3 clusters Score -190337.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -190344.312500 Penalty: 3888.795166
	Iteration 10Q: 3 clusters Score -190344.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -190347.515625 Penalty: 3888.795166
	Iteration 11Q: 3 clusters Score -190347.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -190350.000000 Penalty: 3888.795166
	Iteration 12Q: 3 clusters Score -190350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -190354.359375 Penalty: 3888.795166
	Iteration 13Q: 3 clusters Score -190354.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -190357.609375 Penalty: 3888.795166
	Iteration 14Q: 3 clusters Score -190357.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -190360.125000 Penalty: 3888.795166
	Iteration 15Q: 3 clusters Score -190360.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -190364.062500 Penalty: 3888.795166
	Iteration 16Q: 3 clusters Score -190364.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -190365.093750 Penalty: 3888.795166
	Iteration 17Q: 3 clusters Score -190365.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -190365.093750 Penalty: 3888.795166
	Iteration 18F: 3 clusters Score -190365.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Entering Unmasked Estep 
Score: -272748.156250 Penalty: 2093.304688
	Iteration 0F: 2 clusters Score -272748.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -268581.781250 Penalty: 4186.609375
	Iteration 0F: 3 clusters Score -268581.8 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -269819.312500 Penalty: 4186.609375
	Iteration 1F: 3 clusters Score -269819.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -270268.843750 Penalty: 4186.609375
	Iteration 2F: 3 clusters Score -270268.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -270629.781250 Penalty: 4186.609375
	Iteration 3F: 3 clusters Score -270629.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -270894.906250 Penalty: 4186.609375
	Iteration 4F: 3 clusters Score -270894.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -271080.593750 Penalty: 4186.609375
	Iteration 5Q: 3 clusters Score -271080.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -271219.250000 Penalty: 4186.609375
	Iteration 6Q: 3 clusters Score -271219.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -271328.718750 Penalty: 4186.609375
	Iteration 7Q: 3 clusters Score -271328.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -271401.281250 Penalty: 4186.609375
	Iteration 8Q: 3 clusters Score -271401.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -271453.812500 Penalty: 4186.609375
	Iteration 9Q: 3 clusters Score -271453.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -271495.062500 Penalty: 4186.609375
	Iteration 10Q: 3 clusters Score -271495.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -271531.843750 Penalty: 4186.609375
	Iteration 11Q: 3 clusters Score -271531.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -271563.093750 Penalty: 4186.609375
	Iteration 12Q: 3 clusters Score -271563.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -271594.437500 Penalty: 4186.609375
	Iteration 13Q: 3 clusters Score -271594.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -271614.468750 Penalty: 4186.609375
	Iteration 14Q: 3 clusters Score -271614.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -271628.750000 Penalty: 4186.609375
	Iteration 15Q: 3 clusters Score -271628.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -271642.968750 Penalty: 4186.609375
	Iteration 16Q: 3 clusters Score -271643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -271654.156250 Penalty: 4186.609375
	Iteration 17Q: 3 clusters Score -271654.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -271666.031250 Penalty: 4186.609375
	Iteration 18Q: 3 clusters Score -271666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -271677.062500 Penalty: 4186.609375
	Iteration 19Q: 3 clusters Score -271677.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -271684.125000 Penalty: 4186.609375
	Iteration 20F: 3 clusters Score -271684.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -271686.531250 Penalty: 4186.609375
	Iteration 21Q: 3 clusters Score -271686.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -271686.687500 Penalty: 4186.609375
	Iteration 22Q: 3 clusters Score -271686.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -271688.125000 Penalty: 4186.609375
	Iteration 23Q: 3 clusters Score -271688.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -271690.406250 Penalty: 4186.609375
	Iteration 24Q: 3 clusters Score -271690.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -271691.250000 Penalty: 4186.609375
	Iteration 25Q: 3 clusters Score -271691.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -271692.656250 Penalty: 4186.609375
	Iteration 26Q: 3 clusters Score -271692.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -271694.062500 Penalty: 4186.609375
	Iteration 27Q: 3 clusters Score -271694.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -271696.343750 Penalty: 4186.609375
	Iteration 28Q: 3 clusters Score -271696.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -271699.156250 Penalty: 4186.609375
	Iteration 29Q: 3 clusters Score -271699.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -271705.250000 Penalty: 4186.609375
	Iteration 30Q: 3 clusters Score -271705.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -271711.687500 Penalty: 4186.609375
	Iteration 31Q: 3 clusters Score -271711.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -271715.375000 Penalty: 4186.609375
	Iteration 32Q: 3 clusters Score -271715.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -271718.531250 Penalty: 4186.609375
	Iteration 33Q: 3 clusters Score -271718.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -271719.437500 Penalty: 4186.609375
	Iteration 34Q: 3 clusters Score -271719.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -271722.031250 Penalty: 4186.609375
	Iteration 35Q: 3 clusters Score -271722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -271722.781250 Penalty: 4186.609375
	Iteration 36Q: 3 clusters Score -271722.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -271722.687500 Penalty: 4186.609375
	Iteration 37Q: 3 clusters Score -271722.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -271723.656250 Penalty: 4186.609375
	Iteration 38Q: 3 clusters Score -271723.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -271723.656250 Penalty: 4186.609375
	Iteration 39F: 3 clusters Score -271723.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -1191208.875000 Penalty: 2431.049072
	Iteration 0F: 2 clusters Score -1191209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1178284.375000 Penalty: 4862.098145
	Iteration 0F: 3 clusters Score -1178284 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1182732.500000 Penalty: 4862.098145
	Iteration 1F: 3 clusters Score -1182732 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1183248.750000 Penalty: 4862.098145
	Iteration 2F: 3 clusters Score -1183249 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1183794.875000 Penalty: 4862.098145
	Iteration 3F: 3 clusters Score -1183795 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1184433.250000 Penalty: 4862.098145
	Iteration 4F: 3 clusters Score -1184433 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1185109.375000 Penalty: 4862.098145
	Iteration 5F: 3 clusters Score -1185109 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1185825.125000 Penalty: 4862.098145
	Iteration 6F: 3 clusters Score -1185825 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1186474.000000 Penalty: 4862.098145
	Iteration 7F: 3 clusters Score -1186474 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1187065.750000 Penalty: 4862.098145
	Iteration 8Q: 3 clusters Score -1187066 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1187558.250000 Penalty: 4862.098145
	Iteration 9Q: 3 clusters Score -1187558 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1187915.375000 Penalty: 4862.098145
	Iteration 10Q: 3 clusters Score -1187915 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1188169.250000 Penalty: 4862.098145
	Iteration 11Q: 3 clusters Score -1188169 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1188390.750000 Penalty: 4862.098145
	Iteration 12Q: 3 clusters Score -1188391 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1188614.750000 Penalty: 4862.098145
	Iteration 13Q: 3 clusters Score -1188615 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1188841.875000 Penalty: 4862.098145
	Iteration 14Q: 3 clusters Score -1188842 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1189024.875000 Penalty: 4862.098145
	Iteration 15Q: 3 clusters Score -1189025 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1189137.125000 Penalty: 4862.098145
	Iteration 16Q: 3 clusters Score -1189137 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1189213.250000 Penalty: 4862.098145
	Iteration 17Q: 3 clusters Score -1189213 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1189283.000000 Penalty: 4862.098145
	Iteration 18Q: 3 clusters Score -1189283 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1189336.375000 Penalty: 4862.098145
	Iteration 19Q: 3 clusters Score -1189336 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1189385.875000 Penalty: 4862.098145
	Iteration 20F: 3 clusters Score -1189386 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1189427.875000 Penalty: 4862.098145
	Iteration 21Q: 3 clusters Score -1189428 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1189459.500000 Penalty: 4862.098145
	Iteration 22Q: 3 clusters Score -1189460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1189482.375000 Penalty: 4862.098145
	Iteration 23Q: 3 clusters Score -1189482 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1189502.125000 Penalty: 4862.098145
	Iteration 24Q: 3 clusters Score -1189502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1189516.125000 Penalty: 4862.098145
	Iteration 25Q: 3 clusters Score -1189516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1189525.750000 Penalty: 4862.098145
	Iteration 26Q: 3 clusters Score -1189526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1189532.500000 Penalty: 4862.098145
	Iteration 27Q: 3 clusters Score -1189532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1189541.375000 Penalty: 4862.098145
	Iteration 28Q: 3 clusters Score -1189541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1189545.750000 Penalty: 4862.098145
	Iteration 29Q: 3 clusters Score -1189546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1189549.250000 Penalty: 4862.098145
	Iteration 30Q: 3 clusters Score -1189549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1189554.875000 Penalty: 4862.098145
	Iteration 31Q: 3 clusters Score -1189555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1189555.750000 Penalty: 4862.098145
	Iteration 32Q: 3 clusters Score -1189556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1189557.000000 Penalty: 4862.098145
	Iteration 33Q: 3 clusters Score -1189557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1189558.250000 Penalty: 4862.098145
	Iteration 34Q: 3 clusters Score -1189558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1189559.625000 Penalty: 4862.098145
	Iteration 35Q: 3 clusters Score -1189560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1189560.500000 Penalty: 4862.098145
	Iteration 36Q: 3 clusters Score -1189560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1189559.000000 Penalty: 4862.098145
	Iteration 37Q: 3 clusters Score -1189559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1189559.000000 Penalty: 4862.098145
	Iteration 38F: 3 clusters Score -1189559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (40412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Entering Unmasked Estep 
Score: -3191283.500000 Penalty: 2630.506836
	Iteration 0F: 2 clusters Score -3191284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -3164019.000000 Penalty: 5261.013672
	Iteration 0F: 3 clusters Score -3164019 nChanged 18444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -3173981.500000 Penalty: 5261.013672
	Iteration 1F: 3 clusters Score -3173982 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -3174573.500000 Penalty: 5261.013672
	Iteration 2Q: 3 clusters Score -3174574 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -3175184.000000 Penalty: 5261.013672
	Iteration 3Q: 3 clusters Score -3175184 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -3175972.000000 Penalty: 5261.013672
	Iteration 4Q: 3 clusters Score -3175972 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -3177157.500000 Penalty: 5261.013672
	Iteration 5F: 3 clusters Score -3177158 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -3178813.000000 Penalty: 5261.013672
	Iteration 6F: 3 clusters Score -3178813 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -3181095.250000 Penalty: 5261.013672
	Iteration 7F: 3 clusters Score -3181095 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -3183616.500000 Penalty: 5261.013672
	Iteration 8F: 3 clusters Score -3183616 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -3185747.250000 Penalty: 5261.013672
	Iteration 9F: 3 clusters Score -3185747 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -3187215.500000 Penalty: 5261.013672
	Iteration 10Q: 3 clusters Score -3187216 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -3188284.500000 Penalty: 5261.013672
	Iteration 11Q: 3 clusters Score -3188284 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -3188999.500000 Penalty: 5261.013672
	Iteration 12Q: 3 clusters Score -3189000 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -3189423.500000 Penalty: 5261.013672
	Iteration 13Q: 3 clusters Score -3189424 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -3189622.000000 Penalty: 5261.013672
	Iteration 14Q: 3 clusters Score -3189622 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -3189750.250000 Penalty: 5261.013672
	Iteration 15Q: 3 clusters Score -3189750 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -3189807.500000 Penalty: 5261.013672
	Iteration 16Q: 3 clusters Score -3189808 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -3189852.250000 Penalty: 5261.013672
	Iteration 17Q: 3 clusters Score -3189852 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -3189874.000000 Penalty: 5261.013672
	Iteration 18Q: 3 clusters Score -3189874 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -3189873.750000 Penalty: 5261.013672
	Iteration 19Q: 3 clusters Score -3189874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -3189879.750000 Penalty: 5261.013672
	Iteration 20F: 3 clusters Score -3189880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -3189888.250000 Penalty: 5261.013672
	Iteration 21Q: 3 clusters Score -3189888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -3189894.000000 Penalty: 5261.013672
	Iteration 22Q: 3 clusters Score -3189894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -3189895.000000 Penalty: 5261.013672
	Iteration 23Q: 3 clusters Score -3189895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -3189892.000000 Penalty: 5261.013672
	Iteration 24Q: 3 clusters Score -3189892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -3189905.000000 Penalty: 5261.013672
	Iteration 25Q: 3 clusters Score -3189905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -3189917.250000 Penalty: 5261.013672
	Iteration 26Q: 3 clusters Score -3189917 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -3189922.500000 Penalty: 5261.013672
	Iteration 27Q: 3 clusters Score -3189922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -3189928.750000 Penalty: 5261.013672
	Iteration 28Q: 3 clusters Score -3189929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -3189946.000000 Penalty: 5261.013672
	Iteration 29Q: 3 clusters Score -3189946 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -3189949.000000 Penalty: 5261.013672
	Iteration 30Q: 3 clusters Score -3189949 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -3189961.500000 Penalty: 5261.013672
	Iteration 31Q: 3 clusters Score -3189962 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -3189972.000000 Penalty: 5261.013672
	Iteration 32Q: 3 clusters Score -3189972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -3189980.250000 Penalty: 5261.013672
	Iteration 33Q: 3 clusters Score -3189980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -3189998.250000 Penalty: 5261.013672
	Iteration 34Q: 3 clusters Score -3189998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -3190016.250000 Penalty: 5261.013672
	Iteration 35Q: 3 clusters Score -3190016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -3190043.000000 Penalty: 5261.013672
	Iteration 36Q: 3 clusters Score -3190043 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -3190094.000000 Penalty: 5261.013672
	Iteration 37Q: 3 clusters Score -3190094 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -3190134.000000 Penalty: 5261.013672
	Iteration 38Q: 3 clusters Score -3190134 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -3190176.000000 Penalty: 5261.013672
	Iteration 39Q: 3 clusters Score -3190176 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -3190223.250000 Penalty: 5261.013672
	Iteration 40F: 3 clusters Score -3190223 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -3190252.000000 Penalty: 5261.013672
	Iteration 41Q: 3 clusters Score -3190252 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -3190262.250000 Penalty: 5261.013672
	Iteration 42Q: 3 clusters Score -3190262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -3190288.750000 Penalty: 5261.013672
	Iteration 43Q: 3 clusters Score -3190289 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -3190309.000000 Penalty: 5261.013672
	Iteration 44Q: 3 clusters Score -3190309 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -3190311.000000 Penalty: 5261.013672
	Iteration 45Q: 3 clusters Score -3190311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -3190321.500000 Penalty: 5261.013672
	Iteration 46Q: 3 clusters Score -3190322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -3190326.750000 Penalty: 5261.013672
	Iteration 47Q: 3 clusters Score -3190327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -3190324.250000 Penalty: 5261.013672
	Iteration 48Q: 3 clusters Score -3190324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -3190327.750000 Penalty: 5261.013672
	Iteration 49Q: 3 clusters Score -3190328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -3190327.500000 Penalty: 5261.013672
	Iteration 50Q: 3 clusters Score -3190328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -3190327.750000 Penalty: 5261.013672
	Iteration 51Q: 3 clusters Score -3190328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -3190334.000000 Penalty: 5261.013672
	Iteration 52Q: 3 clusters Score -3190334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -3190335.250000 Penalty: 5261.013672
	Iteration 53Q: 3 clusters Score -3190335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -3190339.750000 Penalty: 5261.013672
	Iteration 54Q: 3 clusters Score -3190340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -3190337.750000 Penalty: 5261.013672
	Iteration 55Q: 3 clusters Score -3190338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -3190338.500000 Penalty: 5261.013672
	Iteration 56Q: 3 clusters Score -3190338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -3190338.250000 Penalty: 5261.013672
	Iteration 57Q: 3 clusters Score -3190338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -3190338.250000 Penalty: 5261.013672
	Iteration 58F: 3 clusters Score -3190338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Entering Unmasked Estep 
Score: -963520.250000 Penalty: 2352.659668
	Iteration 0F: 2 clusters Score -963520.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -953867.250000 Penalty: 4705.319336
	Iteration 0F: 3 clusters Score -953867.2 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -956910.437500 Penalty: 4705.319336
	Iteration 1F: 3 clusters Score -956910.4 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -957502.187500 Penalty: 4705.319336
	Iteration 2F: 3 clusters Score -957502.2 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -958134.062500 Penalty: 4705.319336
	Iteration 3F: 3 clusters Score -958134.1 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -958819.250000 Penalty: 4705.319336
	Iteration 4F: 3 clusters Score -958819.2 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -959426.812500 Penalty: 4705.319336
	Iteration 5F: 3 clusters Score -959426.8 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -959922.437500 Penalty: 4705.319336
	Iteration 6F: 3 clusters Score -959922.4 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -960332.000000 Penalty: 4705.319336
	Iteration 7F: 3 clusters Score -960332 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -960666.750000 Penalty: 4705.319336
	Iteration 8Q: 3 clusters Score -960666.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -960940.312500 Penalty: 4705.319336
	Iteration 9Q: 3 clusters Score -960940.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -961162.437500 Penalty: 4705.319336
	Iteration 10Q: 3 clusters Score -961162.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -961310.625000 Penalty: 4705.319336
	Iteration 11Q: 3 clusters Score -961310.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -961407.500000 Penalty: 4705.319336
	Iteration 12Q: 3 clusters Score -961407.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -961476.625000 Penalty: 4705.319336
	Iteration 13Q: 3 clusters Score -961476.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -961535.812500 Penalty: 4705.319336
	Iteration 14Q: 3 clusters Score -961535.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -961584.312500 Penalty: 4705.319336
	Iteration 15Q: 3 clusters Score -961584.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -961621.750000 Penalty: 4705.319336
	Iteration 16Q: 3 clusters Score -961621.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -961657.062500 Penalty: 4705.319336
	Iteration 17Q: 3 clusters Score -961657.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -961691.437500 Penalty: 4705.319336
	Iteration 18Q: 3 clusters Score -961691.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -961724.187500 Penalty: 4705.319336
	Iteration 19Q: 3 clusters Score -961724.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -961750.250000 Penalty: 4705.319336
	Iteration 20F: 3 clusters Score -961750.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -961768.250000 Penalty: 4705.319336
	Iteration 21Q: 3 clusters Score -961768.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -961785.125000 Penalty: 4705.319336
	Iteration 22Q: 3 clusters Score -961785.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -961798.000000 Penalty: 4705.319336
	Iteration 23Q: 3 clusters Score -961798 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -961802.500000 Penalty: 4705.319336
	Iteration 24Q: 3 clusters Score -961802.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -961805.750000 Penalty: 4705.319336
	Iteration 25Q: 3 clusters Score -961805.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -961814.250000 Penalty: 4705.319336
	Iteration 26Q: 3 clusters Score -961814.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -961820.875000 Penalty: 4705.319336
	Iteration 27Q: 3 clusters Score -961820.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -961827.000000 Penalty: 4705.319336
	Iteration 28Q: 3 clusters Score -961827 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -961833.125000 Penalty: 4705.319336
	Iteration 29Q: 3 clusters Score -961833.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -961838.125000 Penalty: 4705.319336
	Iteration 30Q: 3 clusters Score -961838.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -961841.937500 Penalty: 4705.319336
	Iteration 31Q: 3 clusters Score -961841.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -961845.750000 Penalty: 4705.319336
	Iteration 32Q: 3 clusters Score -961845.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -961844.312500 Penalty: 4705.319336
	Iteration 33Q: 3 clusters Score -961844.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -961845.937500 Penalty: 4705.319336
	Iteration 34Q: 3 clusters Score -961845.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -961849.937500 Penalty: 4705.319336
	Iteration 35Q: 3 clusters Score -961849.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -961851.875000 Penalty: 4705.319336
	Iteration 36Q: 3 clusters Score -961851.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -961853.500000 Penalty: 4705.319336
	Iteration 37Q: 3 clusters Score -961853.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -961853.250000 Penalty: 4705.319336
	Iteration 38Q: 3 clusters Score -961853.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -961854.625000 Penalty: 4705.319336
	Iteration 39Q: 3 clusters Score -961854.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -961858.625000 Penalty: 4705.319336
	Iteration 40F: 3 clusters Score -961858.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -961859.250000 Penalty: 4705.319336
	Iteration 41Q: 3 clusters Score -961859.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -961859.062500 Penalty: 4705.319336
	Iteration 42Q: 3 clusters Score -961859.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -961859.062500 Penalty: 4705.319336
	Iteration 43F: 3 clusters Score -961859.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Entering Unmasked Estep 
Score: -93219.312500 Penalty: 1847.331177
	Iteration 0F: 2 clusters Score -93219.31 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 814 members 
Entering Unmasked Estep 
Score: -90802.765625 Penalty: 3694.662354
	Iteration 0F: 3 clusters Score -90802.77 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -91305.953125 Penalty: 3694.662354
	Iteration 1F: 3 clusters Score -91305.95 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -91492.429688 Penalty: 3694.662354
	Iteration 2F: 3 clusters Score -91492.43 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -91615.914062 Penalty: 3694.662354
	Iteration 3F: 3 clusters Score -91615.91 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -91703.664062 Penalty: 3694.662354
	Iteration 4Q: 3 clusters Score -91703.66 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -91747.875000 Penalty: 3694.662354
	Iteration 5Q: 3 clusters Score -91747.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -91788.437500 Penalty: 3694.662354
	Iteration 6Q: 3 clusters Score -91788.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -91812.640625 Penalty: 3694.662354
	Iteration 7Q: 3 clusters Score -91812.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -91830.968750 Penalty: 3694.662354
	Iteration 8Q: 3 clusters Score -91830.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -91837.882812 Penalty: 3694.662354
	Iteration 9Q: 3 clusters Score -91837.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -91849.375000 Penalty: 3694.662354
	Iteration 10Q: 3 clusters Score -91849.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -91856.039062 Penalty: 3694.662354
	Iteration 11Q: 3 clusters Score -91856.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -91863.710938 Penalty: 3694.662354
	Iteration 12Q: 3 clusters Score -91863.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -91889.492188 Penalty: 3694.662354
	Iteration 13Q: 3 clusters Score -91889.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -91924.312500 Penalty: 3694.662354
	Iteration 14Q: 3 clusters Score -91924.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -91962.492188 Penalty: 3694.662354
	Iteration 15Q: 3 clusters Score -91962.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -91995.710938 Penalty: 3694.662354
	Iteration 16Q: 3 clusters Score -91995.71 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -92039.640625 Penalty: 3694.662354
	Iteration 17Q: 3 clusters Score -92039.64 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -92078.710938 Penalty: 3694.662354
	Iteration 18Q: 3 clusters Score -92078.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -92115.710938 Penalty: 3694.662354
	Iteration 19Q: 3 clusters Score -92115.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -92157.359375 Penalty: 3694.662354
	Iteration 20F: 3 clusters Score -92157.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -92206.953125 Penalty: 3694.662354
	Iteration 21Q: 3 clusters Score -92206.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -92258.867188 Penalty: 3694.662354
	Iteration 22Q: 3 clusters Score -92258.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -92296.656250 Penalty: 3694.662354
	Iteration 23Q: 3 clusters Score -92296.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -92323.648438 Penalty: 3694.662354
	Iteration 24Q: 3 clusters Score -92323.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -92349.875000 Penalty: 3694.662354
	Iteration 25Q: 3 clusters Score -92349.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -92380.523438 Penalty: 3694.662354
	Iteration 26Q: 3 clusters Score -92380.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -92415.953125 Penalty: 3694.662354
	Iteration 27Q: 3 clusters Score -92415.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -92442.890625 Penalty: 3694.662354
	Iteration 28Q: 3 clusters Score -92442.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -92459.234375 Penalty: 3694.662354
	Iteration 29Q: 3 clusters Score -92459.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -92470.031250 Penalty: 3694.662354
	Iteration 30Q: 3 clusters Score -92470.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -92476.554688 Penalty: 3694.662354
	Iteration 31Q: 3 clusters Score -92476.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -92479.242188 Penalty: 3694.662354
	Iteration 32Q: 3 clusters Score -92479.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -92485.585938 Penalty: 3694.662354
	Iteration 33Q: 3 clusters Score -92485.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -92486.226562 Penalty: 3694.662354
	Iteration 34Q: 3 clusters Score -92486.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -92486.226562 Penalty: 3694.662354
	Iteration 35F: 3 clusters Score -92486.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Entering Unmasked Estep 
Score: -360237.031250 Penalty: 2112.412598
	Iteration 0F: 2 clusters Score -360237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -355685.062500 Penalty: 4224.825195
	Iteration 0F: 3 clusters Score -355685.1 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -356828.750000 Penalty: 4224.825195
	Iteration 1F: 3 clusters Score -356828.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -357111.125000 Penalty: 4224.825195
	Iteration 2F: 3 clusters Score -357111.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -357368.906250 Penalty: 4224.825195
	Iteration 3F: 3 clusters Score -357368.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -357633.312500 Penalty: 4224.825195
	Iteration 4F: 3 clusters Score -357633.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -357916.093750 Penalty: 4224.825195
	Iteration 5F: 3 clusters Score -357916.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -358260.781250 Penalty: 4224.825195
	Iteration 6F: 3 clusters Score -358260.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -358590.468750 Penalty: 4224.825195
	Iteration 7F: 3 clusters Score -358590.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -358823.531250 Penalty: 4224.825195
	Iteration 8Q: 3 clusters Score -358823.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -358983.812500 Penalty: 4224.825195
	Iteration 9Q: 3 clusters Score -358983.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -359112.312500 Penalty: 4224.825195
	Iteration 10Q: 3 clusters Score -359112.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -359189.281250 Penalty: 4224.825195
	Iteration 11Q: 3 clusters Score -359189.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -359231.968750 Penalty: 4224.825195
	Iteration 12Q: 3 clusters Score -359232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -359258.906250 Penalty: 4224.825195
	Iteration 13Q: 3 clusters Score -359258.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -359279.125000 Penalty: 4224.825195
	Iteration 14Q: 3 clusters Score -359279.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -359294.093750 Penalty: 4224.825195
	Iteration 15Q: 3 clusters Score -359294.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -359303.906250 Penalty: 4224.825195
	Iteration 16Q: 3 clusters Score -359303.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -359309.562500 Penalty: 4224.825195
	Iteration 17Q: 3 clusters Score -359309.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -359316.531250 Penalty: 4224.825195
	Iteration 18Q: 3 clusters Score -359316.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -359320.656250 Penalty: 4224.825195
	Iteration 19Q: 3 clusters Score -359320.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -359323.156250 Penalty: 4224.825195
	Iteration 20F: 3 clusters Score -359323.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -359326.593750 Penalty: 4224.825195
	Iteration 21Q: 3 clusters Score -359326.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -359328.468750 Penalty: 4224.825195
	Iteration 22Q: 3 clusters Score -359328.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -359332.187500 Penalty: 4224.825195
	Iteration 23Q: 3 clusters Score -359332.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -359335.468750 Penalty: 4224.825195
	Iteration 24Q: 3 clusters Score -359335.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -359335.125000 Penalty: 4224.825195
	Iteration 25Q: 3 clusters Score -359335.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -359336.687500 Penalty: 4224.825195
	Iteration 26Q: 3 clusters Score -359336.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -359337.781250 Penalty: 4224.825195
	Iteration 27Q: 3 clusters Score -359337.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -359337.781250 Penalty: 4224.825195
	Iteration 28F: 3 clusters Score -359337.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (29124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Entering Unmasked Estep 
Score: -2191963.500000 Penalty: 2549.270752
	Iteration 0F: 2 clusters Score -2191964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2172172.750000 Penalty: 5098.541504
	Iteration 0F: 3 clusters Score -2172173 nChanged 12943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2179112.750000 Penalty: 5098.541504
	Iteration 1F: 3 clusters Score -2179113 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2179575.000000 Penalty: 5098.541504
	Iteration 2Q: 3 clusters Score -2179575 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2179928.500000 Penalty: 5098.541504
	Iteration 3Q: 3 clusters Score -2179928 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2180268.000000 Penalty: 5098.541504
	Iteration 4Q: 3 clusters Score -2180268 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2180641.750000 Penalty: 5098.541504
	Iteration 5Q: 3 clusters Score -2180642 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2181183.000000 Penalty: 5098.541504
	Iteration 6Q: 3 clusters Score -2181183 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2181976.500000 Penalty: 5098.541504
	Iteration 7Q: 3 clusters Score -2181976 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -2183162.750000 Penalty: 5098.541504
	Iteration 8F: 3 clusters Score -2183163 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -2184768.500000 Penalty: 5098.541504
	Iteration 9F: 3 clusters Score -2184768 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -2186520.250000 Penalty: 5098.541504
	Iteration 10F: 3 clusters Score -2186520 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -2188026.500000 Penalty: 5098.541504
	Iteration 11F: 3 clusters Score -2188026 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -2189102.250000 Penalty: 5098.541504
	Iteration 12Q: 3 clusters Score -2189102 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -2189733.500000 Penalty: 5098.541504
	Iteration 13Q: 3 clusters Score -2189734 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -2190129.750000 Penalty: 5098.541504
	Iteration 14Q: 3 clusters Score -2190130 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -2190302.250000 Penalty: 5098.541504
	Iteration 15Q: 3 clusters Score -2190302 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -2190403.750000 Penalty: 5098.541504
	Iteration 16Q: 3 clusters Score -2190404 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -2190469.750000 Penalty: 5098.541504
	Iteration 17Q: 3 clusters Score -2190470 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -2190514.000000 Penalty: 5098.541504
	Iteration 18Q: 3 clusters Score -2190514 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -2190543.500000 Penalty: 5098.541504
	Iteration 19Q: 3 clusters Score -2190544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -2190565.750000 Penalty: 5098.541504
	Iteration 20F: 3 clusters Score -2190566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -2190575.750000 Penalty: 5098.541504
	Iteration 21Q: 3 clusters Score -2190576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -2190581.500000 Penalty: 5098.541504
	Iteration 22Q: 3 clusters Score -2190582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -2190584.500000 Penalty: 5098.541504
	Iteration 23Q: 3 clusters Score -2190584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -2190582.500000 Penalty: 5098.541504
	Iteration 24Q: 3 clusters Score -2190582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -2190586.000000 Penalty: 5098.541504
	Iteration 25Q: 3 clusters Score -2190586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -2190586.750000 Penalty: 5098.541504
	Iteration 26Q: 3 clusters Score -2190587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -2190589.500000 Penalty: 5098.541504
	Iteration 27Q: 3 clusters Score -2190590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -2190594.000000 Penalty: 5098.541504
	Iteration 28Q: 3 clusters Score -2190594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -2190597.250000 Penalty: 5098.541504
	Iteration 29Q: 3 clusters Score -2190597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -2190597.500000 Penalty: 5098.541504
	Iteration 30Q: 3 clusters Score -2190598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -2190600.000000 Penalty: 5098.541504
	Iteration 31Q: 3 clusters Score -2190600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -2190602.250000 Penalty: 5098.541504
	Iteration 32Q: 3 clusters Score -2190602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -2190601.500000 Penalty: 5098.541504
	Iteration 33Q: 3 clusters Score -2190602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -2190602.250000 Penalty: 5098.541504
	Iteration 34Q: 3 clusters Score -2190602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -2190602.250000 Penalty: 5098.541504
	Iteration 35Q: 3 clusters Score -2190602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -2190604.000000 Penalty: 5098.541504
	Iteration 36Q: 3 clusters Score -2190604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -2190605.250000 Penalty: 5098.541504
	Iteration 37Q: 3 clusters Score -2190605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -2190605.500000 Penalty: 5098.541504
	Iteration 38Q: 3 clusters Score -2190606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -2190608.250000 Penalty: 5098.541504
	Iteration 39Q: 3 clusters Score -2190608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -2190608.750000 Penalty: 5098.541504
	Iteration 40F: 3 clusters Score -2190609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -2190612.250000 Penalty: 5098.541504
	Iteration 41Q: 3 clusters Score -2190612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -2190612.250000 Penalty: 5098.541504
	Iteration 42F: 3 clusters Score -2190612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Entering Unmasked Estep 
Score: -655113.625000 Penalty: 2243.947021
	Iteration 0F: 2 clusters Score -655113.6 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 4194 members 
Entering Unmasked Estep 
Score: -648448.625000 Penalty: 4487.894043
	Iteration 0F: 3 clusters Score -648448.6 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -650339.812500 Penalty: 4487.894043
	Iteration 1F: 3 clusters Score -650339.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -650672.000000 Penalty: 4487.894043
	Iteration 2F: 3 clusters Score -650672 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -650890.812500 Penalty: 4487.894043
	Iteration 3F: 3 clusters Score -650890.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -651052.250000 Penalty: 4487.894043
	Iteration 4Q: 3 clusters Score -651052.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -651180.687500 Penalty: 4487.894043
	Iteration 5Q: 3 clusters Score -651180.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -651293.687500 Penalty: 4487.894043
	Iteration 6Q: 3 clusters Score -651293.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -651409.750000 Penalty: 4487.894043
	Iteration 7Q: 3 clusters Score -651409.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -651561.750000 Penalty: 4487.894043
	Iteration 8Q: 3 clusters Score -651561.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -651775.125000 Penalty: 4487.894043
	Iteration 9Q: 3 clusters Score -651775.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -652034.062500 Penalty: 4487.894043
	Iteration 10Q: 3 clusters Score -652034.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -652305.750000 Penalty: 4487.894043
	Iteration 11Q: 3 clusters Score -652305.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -652570.625000 Penalty: 4487.894043
	Iteration 12Q: 3 clusters Score -652570.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -652796.187500 Penalty: 4487.894043
	Iteration 13Q: 3 clusters Score -652796.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -652928.562500 Penalty: 4487.894043
	Iteration 14Q: 3 clusters Score -652928.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -653008.312500 Penalty: 4487.894043
	Iteration 15Q: 3 clusters Score -653008.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -653064.062500 Penalty: 4487.894043
	Iteration 16Q: 3 clusters Score -653064.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -653105.562500 Penalty: 4487.894043
	Iteration 17Q: 3 clusters Score -653105.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -653136.812500 Penalty: 4487.894043
	Iteration 18Q: 3 clusters Score -653136.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -653161.937500 Penalty: 4487.894043
	Iteration 19Q: 3 clusters Score -653161.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -653177.937500 Penalty: 4487.894043
	Iteration 20F: 3 clusters Score -653177.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -653196.500000 Penalty: 4487.894043
	Iteration 21Q: 3 clusters Score -653196.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -653205.375000 Penalty: 4487.894043
	Iteration 22Q: 3 clusters Score -653205.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -653216.937500 Penalty: 4487.894043
	Iteration 23Q: 3 clusters Score -653216.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -653226.437500 Penalty: 4487.894043
	Iteration 24Q: 3 clusters Score -653226.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -653234.937500 Penalty: 4487.894043
	Iteration 25Q: 3 clusters Score -653234.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -653240.812500 Penalty: 4487.894043
	Iteration 26Q: 3 clusters Score -653240.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -653245.125000 Penalty: 4487.894043
	Iteration 27Q: 3 clusters Score -653245.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -653249.937500 Penalty: 4487.894043
	Iteration 28Q: 3 clusters Score -653249.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -653251.187500 Penalty: 4487.894043
	Iteration 29Q: 3 clusters Score -653251.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -653254.937500 Penalty: 4487.894043
	Iteration 30Q: 3 clusters Score -653254.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -653256.875000 Penalty: 4487.894043
	Iteration 31Q: 3 clusters Score -653256.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -653260.500000 Penalty: 4487.894043
	Iteration 32Q: 3 clusters Score -653260.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -653261.375000 Penalty: 4487.894043
	Iteration 33Q: 3 clusters Score -653261.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -653264.000000 Penalty: 4487.894043
	Iteration 34Q: 3 clusters Score -653264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -653266.625000 Penalty: 4487.894043
	Iteration 35Q: 3 clusters Score -653266.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -653268.062500 Penalty: 4487.894043
	Iteration 36Q: 3 clusters Score -653268.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -653268.125000 Penalty: 4487.894043
	Iteration 37Q: 3 clusters Score -653268.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -653268.125000 Penalty: 4487.894043
	Iteration 38F: 3 clusters Score -653268.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Entering Unmasked Estep 
Score: -428812.843750 Penalty: 2147.269531
	Iteration 0F: 2 clusters Score -428812.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -423877.781250 Penalty: 4294.539062
	Iteration 0F: 3 clusters Score -423877.8 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -425033.906250 Penalty: 4294.539062
	Iteration 1F: 3 clusters Score -425033.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -425215.312500 Penalty: 4294.539062
	Iteration 2F: 3 clusters Score -425215.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -425330.812500 Penalty: 4294.539062
	Iteration 3Q: 3 clusters Score -425330.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -425427.000000 Penalty: 4294.539062
	Iteration 4Q: 3 clusters Score -425427 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -425496.968750 Penalty: 4294.539062
	Iteration 5Q: 3 clusters Score -425497 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -425557.250000 Penalty: 4294.539062
	Iteration 6Q: 3 clusters Score -425557.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -425613.187500 Penalty: 4294.539062
	Iteration 7Q: 3 clusters Score -425613.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -425684.437500 Penalty: 4294.539062
	Iteration 8Q: 3 clusters Score -425684.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -425757.812500 Penalty: 4294.539062
	Iteration 9Q: 3 clusters Score -425757.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -425830.218750 Penalty: 4294.539062
	Iteration 10Q: 3 clusters Score -425830.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -425902.937500 Penalty: 4294.539062
	Iteration 11Q: 3 clusters Score -425902.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -425990.156250 Penalty: 4294.539062
	Iteration 12Q: 3 clusters Score -425990.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -426087.218750 Penalty: 4294.539062
	Iteration 13Q: 3 clusters Score -426087.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -426177.375000 Penalty: 4294.539062
	Iteration 14Q: 3 clusters Score -426177.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -426267.343750 Penalty: 4294.539062
	Iteration 15Q: 3 clusters Score -426267.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -426384.875000 Penalty: 4294.539062
	Iteration 16Q: 3 clusters Score -426384.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -426506.656250 Penalty: 4294.539062
	Iteration 17Q: 3 clusters Score -426506.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -426600.031250 Penalty: 4294.539062
	Iteration 18Q: 3 clusters Score -426600 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -426683.375000 Penalty: 4294.539062
	Iteration 19Q: 3 clusters Score -426683.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -426758.312500 Penalty: 4294.539062
	Iteration 20F: 3 clusters Score -426758.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -426810.968750 Penalty: 4294.539062
	Iteration 21Q: 3 clusters Score -426811 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -426850.937500 Penalty: 4294.539062
	Iteration 22Q: 3 clusters Score -426850.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -426886.281250 Penalty: 4294.539062
	Iteration 23Q: 3 clusters Score -426886.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -426906.906250 Penalty: 4294.539062
	Iteration 24Q: 3 clusters Score -426906.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -426932.156250 Penalty: 4294.539062
	Iteration 25Q: 3 clusters Score -426932.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -426948.687500 Penalty: 4294.539062
	Iteration 26Q: 3 clusters Score -426948.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -426961.500000 Penalty: 4294.539062
	Iteration 27Q: 3 clusters Score -426961.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -426972.781250 Penalty: 4294.539062
	Iteration 28Q: 3 clusters Score -426972.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -426978.343750 Penalty: 4294.539062
	Iteration 29Q: 3 clusters Score -426978.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -426983.468750 Penalty: 4294.539062
	Iteration 30Q: 3 clusters Score -426983.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -426991.875000 Penalty: 4294.539062
	Iteration 31Q: 3 clusters Score -426991.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -426998.468750 Penalty: 4294.539062
	Iteration 32Q: 3 clusters Score -426998.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -427003.062500 Penalty: 4294.539062
	Iteration 33Q: 3 clusters Score -427003.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -427007.000000 Penalty: 4294.539062
	Iteration 34Q: 3 clusters Score -427007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -427006.906250 Penalty: 4294.539062
	Iteration 35Q: 3 clusters Score -427006.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -427006.906250 Penalty: 4294.539062
	Iteration 36F: 3 clusters Score -427006.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Entering Unmasked Estep 
Score: -220339.125000 Penalty: 2043.157104
	Iteration 0F: 2 clusters Score -220339.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -216589.906250 Penalty: 4086.314209
	Iteration 0F: 3 clusters Score -216589.9 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -217727.000000 Penalty: 4086.314209
	Iteration 1F: 3 clusters Score -217727 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -218202.953125 Penalty: 4086.314209
	Iteration 2F: 3 clusters Score -218203 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -218634.625000 Penalty: 4086.314209
	Iteration 3F: 3 clusters Score -218634.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -219039.656250 Penalty: 4086.314209
	Iteration 4F: 3 clusters Score -219039.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -219362.984375 Penalty: 4086.314209
	Iteration 5F: 3 clusters Score -219363 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -219612.890625 Penalty: 4086.314209
	Iteration 6Q: 3 clusters Score -219612.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -219787.406250 Penalty: 4086.314209
	Iteration 7Q: 3 clusters Score -219787.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -219975.984375 Penalty: 4086.314209
	Iteration 8Q: 3 clusters Score -219976 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -220223.281250 Penalty: 4086.314209
	Iteration 9Q: 3 clusters Score -220223.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -220568.250000 Penalty: 4086.314209
	Iteration 10Q: 3 clusters Score -220568.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -220704.234375 Penalty: 4086.314209
	Iteration 11Q: 3 clusters Score -220704.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -220777.484375 Penalty: 4086.314209
	Iteration 12Q: 3 clusters Score -220777.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -220865.812500 Penalty: 4086.314209
	Iteration 13Q: 3 clusters Score -220865.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -220984.953125 Penalty: 4086.314209
	Iteration 14Q: 3 clusters Score -220985 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -221032.750000 Penalty: 4086.314209
	Iteration 15Q: 3 clusters Score -221032.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -221052.203125 Penalty: 4086.314209
	Iteration 16Q: 3 clusters Score -221052.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -221074.562500 Penalty: 4086.314209
	Iteration 17Q: 3 clusters Score -221074.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -221112.890625 Penalty: 4086.314209
	Iteration 18Q: 3 clusters Score -221112.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -221139.734375 Penalty: 4086.314209
	Iteration 19Q: 3 clusters Score -221139.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -221158.093750 Penalty: 4086.314209
	Iteration 20F: 3 clusters Score -221158.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -221176.312500 Penalty: 4086.314209
	Iteration 21Q: 3 clusters Score -221176.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -221187.671875 Penalty: 4086.314209
	Iteration 22Q: 3 clusters Score -221187.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -221195.937500 Penalty: 4086.314209
	Iteration 23Q: 3 clusters Score -221195.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -221207.718750 Penalty: 4086.314209
	Iteration 24Q: 3 clusters Score -221207.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -221218.140625 Penalty: 4086.314209
	Iteration 25Q: 3 clusters Score -221218.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -221224.656250 Penalty: 4086.314209
	Iteration 26Q: 3 clusters Score -221224.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -221232.156250 Penalty: 4086.314209
	Iteration 27Q: 3 clusters Score -221232.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -221236.812500 Penalty: 4086.314209
	Iteration 28Q: 3 clusters Score -221236.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -221241.312500 Penalty: 4086.314209
	Iteration 29Q: 3 clusters Score -221241.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -221244.187500 Penalty: 4086.314209
	Iteration 30Q: 3 clusters Score -221244.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -221246.093750 Penalty: 4086.314209
	Iteration 31Q: 3 clusters Score -221246.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -221246.093750 Penalty: 4086.314209
	Iteration 32F: 3 clusters Score -221246.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251260 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226592 members 
Mstep: Class 5 contains 98272 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31195 members 
Mstep: Class 8 contains 92355 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132176 members 
Mstep: Class 11 contains 207137 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42488 members 
Mstep: Class 16 contains 13496 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40412 members 
Mstep: Class 24 contains 13181 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8503 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 2814 members 
Mstep: Class 31 contains 16660 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7532 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10279 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14171 members 
Mstep: Class 41 contains 59914 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6548 members 
Mstep: Class 44 contains 1998 members 
Mstep: Class 45 contains 4193 members 
Mstep: Class 46 contains 12933 members 
Mstep: Class 47 contains 2066 members 
Mstep: Class 48 contains 970 members 
Entering Unmasked Estep 
Score: -102297864.000000 Penalty: 168600.640625
Splitting cluster 30 changes total score from -102298464.000000 to -102297864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (16660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Entering Unmasked Estep 
Score: -1202229.625000 Penalty: 2410.750000
	Iteration 0F: 2 clusters Score -1202230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1190273.250000 Penalty: 4821.500000
	Iteration 0F: 3 clusters Score -1190273 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1194269.000000 Penalty: 4821.500000
	Iteration 1F: 3 clusters Score -1194269 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1194965.875000 Penalty: 4821.500000
	Iteration 2F: 3 clusters Score -1194966 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1195737.375000 Penalty: 4821.500000
	Iteration 3F: 3 clusters Score -1195737 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1196632.750000 Penalty: 4821.500000
	Iteration 4F: 3 clusters Score -1196633 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1197453.375000 Penalty: 4821.500000
	Iteration 5F: 3 clusters Score -1197453 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1198079.250000 Penalty: 4821.500000
	Iteration 6F: 3 clusters Score -1198079 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1198495.375000 Penalty: 4821.500000
	Iteration 7Q: 3 clusters Score -1198495 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1198811.375000 Penalty: 4821.500000
	Iteration 8Q: 3 clusters Score -1198811 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1199070.250000 Penalty: 4821.500000
	Iteration 9Q: 3 clusters Score -1199070 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1199280.750000 Penalty: 4821.500000
	Iteration 10Q: 3 clusters Score -1199281 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1199496.875000 Penalty: 4821.500000
	Iteration 11Q: 3 clusters Score -1199497 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1199690.125000 Penalty: 4821.500000
	Iteration 12Q: 3 clusters Score -1199690 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1199822.125000 Penalty: 4821.500000
	Iteration 13Q: 3 clusters Score -1199822 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1199934.250000 Penalty: 4821.500000
	Iteration 14Q: 3 clusters Score -1199934 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1200015.250000 Penalty: 4821.500000
	Iteration 15Q: 3 clusters Score -1200015 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1200087.750000 Penalty: 4821.500000
	Iteration 16Q: 3 clusters Score -1200088 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1200141.375000 Penalty: 4821.500000
	Iteration 17Q: 3 clusters Score -1200141 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1200178.750000 Penalty: 4821.500000
	Iteration 18Q: 3 clusters Score -1200179 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1200220.125000 Penalty: 4821.500000
	Iteration 19Q: 3 clusters Score -1200220 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1200256.250000 Penalty: 4821.500000
	Iteration 20F: 3 clusters Score -1200256 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1200289.750000 Penalty: 4821.500000
	Iteration 21Q: 3 clusters Score -1200290 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1200317.875000 Penalty: 4821.500000
	Iteration 22Q: 3 clusters Score -1200318 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1200333.125000 Penalty: 4821.500000
	Iteration 23Q: 3 clusters Score -1200333 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1200345.750000 Penalty: 4821.500000
	Iteration 24Q: 3 clusters Score -1200346 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1200354.250000 Penalty: 4821.500000
	Iteration 25Q: 3 clusters Score -1200354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1200364.250000 Penalty: 4821.500000
	Iteration 26Q: 3 clusters Score -1200364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1200376.375000 Penalty: 4821.500000
	Iteration 27Q: 3 clusters Score -1200376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1200386.375000 Penalty: 4821.500000
	Iteration 28Q: 3 clusters Score -1200386 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1200396.375000 Penalty: 4821.500000
	Iteration 29Q: 3 clusters Score -1200396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1200411.625000 Penalty: 4821.500000
	Iteration 30Q: 3 clusters Score -1200412 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1200426.125000 Penalty: 4821.500000
	Iteration 31Q: 3 clusters Score -1200426 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1200460.500000 Penalty: 4821.500000
	Iteration 32Q: 3 clusters Score -1200460 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1200495.125000 Penalty: 4821.500000
	Iteration 33Q: 3 clusters Score -1200495 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1200539.000000 Penalty: 4821.500000
	Iteration 34Q: 3 clusters Score -1200539 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1200574.375000 Penalty: 4821.500000
	Iteration 35Q: 3 clusters Score -1200574 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1200592.750000 Penalty: 4821.500000
	Iteration 36Q: 3 clusters Score -1200593 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1200610.500000 Penalty: 4821.500000
	Iteration 37Q: 3 clusters Score -1200610 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1200632.000000 Penalty: 4821.500000
	Iteration 38Q: 3 clusters Score -1200632 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1200641.000000 Penalty: 4821.500000
	Iteration 39Q: 3 clusters Score -1200641 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1200654.625000 Penalty: 4821.500000
	Iteration 40F: 3 clusters Score -1200655 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1200663.000000 Penalty: 4821.500000
	Iteration 41Q: 3 clusters Score -1200663 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1200667.875000 Penalty: 4821.500000
	Iteration 42Q: 3 clusters Score -1200668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1200673.625000 Penalty: 4821.500000
	Iteration 43Q: 3 clusters Score -1200674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1200675.625000 Penalty: 4821.500000
	Iteration 44Q: 3 clusters Score -1200676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1200683.250000 Penalty: 4821.500000
	Iteration 45Q: 3 clusters Score -1200683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1200686.750000 Penalty: 4821.500000
	Iteration 46Q: 3 clusters Score -1200687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1200692.125000 Penalty: 4821.500000
	Iteration 47Q: 3 clusters Score -1200692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1200696.000000 Penalty: 4821.500000
	Iteration 48Q: 3 clusters Score -1200696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1200697.875000 Penalty: 4821.500000
	Iteration 49Q: 3 clusters Score -1200698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1200696.500000 Penalty: 4821.500000
	Iteration 50Q: 3 clusters Score -1200696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1200696.875000 Penalty: 4821.500000
	Iteration 51Q: 3 clusters Score -1200697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1200700.250000 Penalty: 4821.500000
	Iteration 52Q: 3 clusters Score -1200700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1200699.750000 Penalty: 4821.500000
	Iteration 53Q: 3 clusters Score -1200700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1200698.000000 Penalty: 4821.500000
	Iteration 54Q: 3 clusters Score -1200698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1200702.625000 Penalty: 4821.500000
	Iteration 55Q: 3 clusters Score -1200703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1200702.000000 Penalty: 4821.500000
	Iteration 56Q: 3 clusters Score -1200702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1200702.250000 Penalty: 4821.500000
	Iteration 57Q: 3 clusters Score -1200702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1200700.500000 Penalty: 4821.500000
	Iteration 58Q: 3 clusters Score -1200700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1200703.375000 Penalty: 4821.500000
	Iteration 59Q: 3 clusters Score -1200703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1200703.500000 Penalty: 4821.500000
	Iteration 60F: 3 clusters Score -1200704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -276275.156250 Penalty: 2070.260986
	Iteration 0F: 2 clusters Score -276275.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -272211.343750 Penalty: 4140.521973
	Iteration 0F: 3 clusters Score -272211.3 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -273241.937500 Penalty: 4140.521973
	Iteration 1F: 3 clusters Score -273241.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -273570.031250 Penalty: 4140.521973
	Iteration 2F: 3 clusters Score -273570 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -273844.843750 Penalty: 4140.521973
	Iteration 3F: 3 clusters Score -273844.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -274059.906250 Penalty: 4140.521973
	Iteration 4F: 3 clusters Score -274059.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -274179.156250 Penalty: 4140.521973
	Iteration 5Q: 3 clusters Score -274179.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -274259.062500 Penalty: 4140.521973
	Iteration 6Q: 3 clusters Score -274259.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -274327.843750 Penalty: 4140.521973
	Iteration 7Q: 3 clusters Score -274327.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -274385.937500 Penalty: 4140.521973
	Iteration 8Q: 3 clusters Score -274385.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -274437.437500 Penalty: 4140.521973
	Iteration 9Q: 3 clusters Score -274437.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -274492.406250 Penalty: 4140.521973
	Iteration 10Q: 3 clusters Score -274492.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -274536.062500 Penalty: 4140.521973
	Iteration 11Q: 3 clusters Score -274536.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -274575.562500 Penalty: 4140.521973
	Iteration 12Q: 3 clusters Score -274575.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -274615.750000 Penalty: 4140.521973
	Iteration 13Q: 3 clusters Score -274615.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -274646.437500 Penalty: 4140.521973
	Iteration 14Q: 3 clusters Score -274646.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -274676.093750 Penalty: 4140.521973
	Iteration 15Q: 3 clusters Score -274676.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -274709.562500 Penalty: 4140.521973
	Iteration 16Q: 3 clusters Score -274709.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -274753.875000 Penalty: 4140.521973
	Iteration 17Q: 3 clusters Score -274753.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -274821.375000 Penalty: 4140.521973
	Iteration 18Q: 3 clusters Score -274821.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -274910.718750 Penalty: 4140.521973
	Iteration 19Q: 3 clusters Score -274910.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -274983.031250 Penalty: 4140.521973
	Iteration 20F: 3 clusters Score -274983 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -275049.531250 Penalty: 4140.521973
	Iteration 21Q: 3 clusters Score -275049.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -275098.968750 Penalty: 4140.521973
	Iteration 22Q: 3 clusters Score -275099 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -275138.250000 Penalty: 4140.521973
	Iteration 23Q: 3 clusters Score -275138.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -275162.218750 Penalty: 4140.521973
	Iteration 24Q: 3 clusters Score -275162.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -275198.687500 Penalty: 4140.521973
	Iteration 25Q: 3 clusters Score -275198.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -275231.062500 Penalty: 4140.521973
	Iteration 26Q: 3 clusters Score -275231.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -275247.281250 Penalty: 4140.521973
	Iteration 27Q: 3 clusters Score -275247.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -275260.500000 Penalty: 4140.521973
	Iteration 28Q: 3 clusters Score -275260.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -275272.687500 Penalty: 4140.521973
	Iteration 29Q: 3 clusters Score -275272.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -275283.625000 Penalty: 4140.521973
	Iteration 30Q: 3 clusters Score -275283.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -275295.875000 Penalty: 4140.521973
	Iteration 31Q: 3 clusters Score -275295.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -275306.781250 Penalty: 4140.521973
	Iteration 32Q: 3 clusters Score -275306.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -275315.375000 Penalty: 4140.521973
	Iteration 33Q: 3 clusters Score -275315.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -275324.718750 Penalty: 4140.521973
	Iteration 34Q: 3 clusters Score -275324.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -275336.468750 Penalty: 4140.521973
	Iteration 35Q: 3 clusters Score -275336.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -275342.718750 Penalty: 4140.521973
	Iteration 36Q: 3 clusters Score -275342.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -275352.156250 Penalty: 4140.521973
	Iteration 37Q: 3 clusters Score -275352.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -275360.968750 Penalty: 4140.521973
	Iteration 38Q: 3 clusters Score -275361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -275369.218750 Penalty: 4140.521973
	Iteration 39Q: 3 clusters Score -275369.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -275377.500000 Penalty: 4140.521973
	Iteration 40F: 3 clusters Score -275377.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -275386.656250 Penalty: 4140.521973
	Iteration 41Q: 3 clusters Score -275386.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -275395.187500 Penalty: 4140.521973
	Iteration 42Q: 3 clusters Score -275395.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -275402.468750 Penalty: 4140.521973
	Iteration 43Q: 3 clusters Score -275402.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -275407.531250 Penalty: 4140.521973
	Iteration 44Q: 3 clusters Score -275407.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -275412.125000 Penalty: 4140.521973
	Iteration 45Q: 3 clusters Score -275412.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -275417.437500 Penalty: 4140.521973
	Iteration 46Q: 3 clusters Score -275417.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -275422.875000 Penalty: 4140.521973
	Iteration 47Q: 3 clusters Score -275422.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -275429.843750 Penalty: 4140.521973
	Iteration 48Q: 3 clusters Score -275429.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -275441.656250 Penalty: 4140.521973
	Iteration 49Q: 3 clusters Score -275441.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -275454.125000 Penalty: 4140.521973
	Iteration 50Q: 3 clusters Score -275454.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -275466.937500 Penalty: 4140.521973
	Iteration 51Q: 3 clusters Score -275466.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -275478.750000 Penalty: 4140.521973
	Iteration 52Q: 3 clusters Score -275478.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -275490.906250 Penalty: 4140.521973
	Iteration 53Q: 3 clusters Score -275490.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -275508.906250 Penalty: 4140.521973
	Iteration 54Q: 3 clusters Score -275508.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -275529.062500 Penalty: 4140.521973
	Iteration 55Q: 3 clusters Score -275529.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -275554.437500 Penalty: 4140.521973
	Iteration 56Q: 3 clusters Score -275554.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -275593.906250 Penalty: 4140.521973
	Iteration 57Q: 3 clusters Score -275593.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -275636.437500 Penalty: 4140.521973
	Iteration 58Q: 3 clusters Score -275636.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -275708.000000 Penalty: 4140.521973
	Iteration 59Q: 3 clusters Score -275708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -275780.968750 Penalty: 4140.521973
	Iteration 60F: 3 clusters Score -275781 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -275869.781250 Penalty: 4140.521973
	Iteration 61Q: 3 clusters Score -275869.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -275915.500000 Penalty: 4140.521973
	Iteration 62Q: 3 clusters Score -275915.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -275933.937500 Penalty: 4140.521973
	Iteration 63Q: 3 clusters Score -275933.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -275942.781250 Penalty: 4140.521973
	Iteration 64Q: 3 clusters Score -275942.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -275948.937500 Penalty: 4140.521973
	Iteration 65Q: 3 clusters Score -275948.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -275950.906250 Penalty: 4140.521973
	Iteration 66Q: 3 clusters Score -275950.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -275953.062500 Penalty: 4140.521973
	Iteration 67Q: 3 clusters Score -275953.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -275955.812500 Penalty: 4140.521973
	Iteration 68Q: 3 clusters Score -275955.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -275956.312500 Penalty: 4140.521973
	Iteration 69Q: 3 clusters Score -275956.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -275956.312500 Penalty: 4140.521973
	Iteration 70F: 3 clusters Score -275956.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Entering Unmasked Estep 
Score: -113971.187500 Penalty: 1822.449707
	Iteration 0F: 2 clusters Score -113971.2 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 795 members 
Entering Unmasked Estep 
Score: -111620.898438 Penalty: 3644.899414
	Iteration 0F: 3 clusters Score -111620.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -112008.125000 Penalty: 3644.899414
	Iteration 1F: 3 clusters Score -112008.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -112107.007812 Penalty: 3644.899414
	Iteration 2F: 3 clusters Score -112107 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -112162.109375 Penalty: 3644.899414
	Iteration 3Q: 3 clusters Score -112162.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -112192.601562 Penalty: 3644.899414
	Iteration 4Q: 3 clusters Score -112192.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -112220.843750 Penalty: 3644.899414
	Iteration 5Q: 3 clusters Score -112220.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -112238.632812 Penalty: 3644.899414
	Iteration 6Q: 3 clusters Score -112238.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -112250.320312 Penalty: 3644.899414
	Iteration 7Q: 3 clusters Score -112250.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -112256.859375 Penalty: 3644.899414
	Iteration 8Q: 3 clusters Score -112256.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -112263.515625 Penalty: 3644.899414
	Iteration 9Q: 3 clusters Score -112263.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -112271.023438 Penalty: 3644.899414
	Iteration 10Q: 3 clusters Score -112271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -112278.351562 Penalty: 3644.899414
	Iteration 11Q: 3 clusters Score -112278.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -112281.101562 Penalty: 3644.899414
	Iteration 12Q: 3 clusters Score -112281.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -112285.453125 Penalty: 3644.899414
	Iteration 13Q: 3 clusters Score -112285.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -112286.976562 Penalty: 3644.899414
	Iteration 14Q: 3 clusters Score -112287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -112287.601562 Penalty: 3644.899414
	Iteration 15Q: 3 clusters Score -112287.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -112288.546875 Penalty: 3644.899414
	Iteration 16Q: 3 clusters Score -112288.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -112289.828125 Penalty: 3644.899414
	Iteration 17Q: 3 clusters Score -112289.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -112290.195312 Penalty: 3644.899414
	Iteration 18Q: 3 clusters Score -112290.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -112291.687500 Penalty: 3644.899414
	Iteration 19Q: 3 clusters Score -112291.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -112293.343750 Penalty: 3644.899414
	Iteration 20F: 3 clusters Score -112293.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -112295.343750 Penalty: 3644.899414
	Iteration 21Q: 3 clusters Score -112295.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -112299.539062 Penalty: 3644.899414
	Iteration 22Q: 3 clusters Score -112299.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -112301.296875 Penalty: 3644.899414
	Iteration 23Q: 3 clusters Score -112301.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -112302.234375 Penalty: 3644.899414
	Iteration 24Q: 3 clusters Score -112302.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -112302.234375 Penalty: 3644.899414
	Iteration 25F: 3 clusters Score -112302.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Entering Unmasked Estep 
Score: -520841.281250 Penalty: 2213.875244
	Iteration 0F: 2 clusters Score -520841.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -514746.312500 Penalty: 4427.750488
	Iteration 0F: 3 clusters Score -514746.3 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -516409.437500 Penalty: 4427.750488
	Iteration 1F: 3 clusters Score -516409.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -516721.531250 Penalty: 4427.750488
	Iteration 2F: 3 clusters Score -516721.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -516975.593750 Penalty: 4427.750488
	Iteration 3F: 3 clusters Score -516975.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -517218.312500 Penalty: 4427.750488
	Iteration 4Q: 3 clusters Score -517218.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -517443.937500 Penalty: 4427.750488
	Iteration 5Q: 3 clusters Score -517443.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -517618.375000 Penalty: 4427.750488
	Iteration 6Q: 3 clusters Score -517618.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -517773.750000 Penalty: 4427.750488
	Iteration 7Q: 3 clusters Score -517773.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -517901.062500 Penalty: 4427.750488
	Iteration 8Q: 3 clusters Score -517901.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -518026.968750 Penalty: 4427.750488
	Iteration 9Q: 3 clusters Score -518027 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -518157.062500 Penalty: 4427.750488
	Iteration 10Q: 3 clusters Score -518157.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -518271.125000 Penalty: 4427.750488
	Iteration 11Q: 3 clusters Score -518271.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -518384.781250 Penalty: 4427.750488
	Iteration 12Q: 3 clusters Score -518384.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -518500.656250 Penalty: 4427.750488
	Iteration 13Q: 3 clusters Score -518500.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -518619.937500 Penalty: 4427.750488
	Iteration 14Q: 3 clusters Score -518619.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -518725.781250 Penalty: 4427.750488
	Iteration 15Q: 3 clusters Score -518725.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -518802.218750 Penalty: 4427.750488
	Iteration 16Q: 3 clusters Score -518802.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -518874.812500 Penalty: 4427.750488
	Iteration 17Q: 3 clusters Score -518874.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -518944.312500 Penalty: 4427.750488
	Iteration 18Q: 3 clusters Score -518944.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -519033.187500 Penalty: 4427.750488
	Iteration 19Q: 3 clusters Score -519033.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -519134.218750 Penalty: 4427.750488
	Iteration 20F: 3 clusters Score -519134.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -519227.625000 Penalty: 4427.750488
	Iteration 21Q: 3 clusters Score -519227.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -519301.750000 Penalty: 4427.750488
	Iteration 22Q: 3 clusters Score -519301.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -519362.906250 Penalty: 4427.750488
	Iteration 23Q: 3 clusters Score -519362.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -519426.593750 Penalty: 4427.750488
	Iteration 24Q: 3 clusters Score -519426.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -519486.218750 Penalty: 4427.750488
	Iteration 25Q: 3 clusters Score -519486.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -519529.125000 Penalty: 4427.750488
	Iteration 26Q: 3 clusters Score -519529.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -519565.843750 Penalty: 4427.750488
	Iteration 27Q: 3 clusters Score -519565.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -519602.437500 Penalty: 4427.750488
	Iteration 28Q: 3 clusters Score -519602.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -519633.343750 Penalty: 4427.750488
	Iteration 29Q: 3 clusters Score -519633.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -519662.406250 Penalty: 4427.750488
	Iteration 30Q: 3 clusters Score -519662.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -519683.531250 Penalty: 4427.750488
	Iteration 31Q: 3 clusters Score -519683.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -519697.937500 Penalty: 4427.750488
	Iteration 32Q: 3 clusters Score -519697.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -519712.000000 Penalty: 4427.750488
	Iteration 33Q: 3 clusters Score -519712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -519724.531250 Penalty: 4427.750488
	Iteration 34Q: 3 clusters Score -519724.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -519738.031250 Penalty: 4427.750488
	Iteration 35Q: 3 clusters Score -519738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -519747.312500 Penalty: 4427.750488
	Iteration 36Q: 3 clusters Score -519747.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -519754.250000 Penalty: 4427.750488
	Iteration 37Q: 3 clusters Score -519754.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -519760.062500 Penalty: 4427.750488
	Iteration 38Q: 3 clusters Score -519760.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -519766.250000 Penalty: 4427.750488
	Iteration 39Q: 3 clusters Score -519766.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -519770.968750 Penalty: 4427.750488
	Iteration 40F: 3 clusters Score -519771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -519776.906250 Penalty: 4427.750488
	Iteration 41Q: 3 clusters Score -519776.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -519782.812500 Penalty: 4427.750488
	Iteration 42Q: 3 clusters Score -519782.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -519785.343750 Penalty: 4427.750488
	Iteration 43Q: 3 clusters Score -519785.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -519787.250000 Penalty: 4427.750488
	Iteration 44Q: 3 clusters Score -519787.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -519792.656250 Penalty: 4427.750488
	Iteration 45Q: 3 clusters Score -519792.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -519800.062500 Penalty: 4427.750488
	Iteration 46Q: 3 clusters Score -519800.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -519805.437500 Penalty: 4427.750488
	Iteration 47Q: 3 clusters Score -519805.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -519808.437500 Penalty: 4427.750488
	Iteration 48Q: 3 clusters Score -519808.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -519810.875000 Penalty: 4427.750488
	Iteration 49Q: 3 clusters Score -519810.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -519812.406250 Penalty: 4427.750488
	Iteration 50Q: 3 clusters Score -519812.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -519811.250000 Penalty: 4427.750488
	Iteration 51Q: 3 clusters Score -519811.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -519811.250000 Penalty: 4427.750488
	Iteration 52F: 3 clusters Score -519811.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Entering Unmasked Estep 
Score: -240232.296875 Penalty: 2014.053467
	Iteration 0F: 2 clusters Score -240232.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -236768.140625 Penalty: 4028.106934
	Iteration 0F: 3 clusters Score -236768.1 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -237489.953125 Penalty: 4028.106934
	Iteration 1F: 3 clusters Score -237490 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -237684.531250 Penalty: 4028.106934
	Iteration 2F: 3 clusters Score -237684.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -237838.171875 Penalty: 4028.106934
	Iteration 3F: 3 clusters Score -237838.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -238023.218750 Penalty: 4028.106934
	Iteration 4Q: 3 clusters Score -238023.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -238282.046875 Penalty: 4028.106934
	Iteration 5Q: 3 clusters Score -238282 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -238491.984375 Penalty: 4028.106934
	Iteration 6Q: 3 clusters Score -238492 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -238644.078125 Penalty: 4028.106934
	Iteration 7Q: 3 clusters Score -238644.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -238785.312500 Penalty: 4028.106934
	Iteration 8Q: 3 clusters Score -238785.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -238922.843750 Penalty: 4028.106934
	Iteration 9Q: 3 clusters Score -238922.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -239058.531250 Penalty: 4028.106934
	Iteration 10Q: 3 clusters Score -239058.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -239167.375000 Penalty: 4028.106934
	Iteration 11Q: 3 clusters Score -239167.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -239267.265625 Penalty: 4028.106934
	Iteration 12Q: 3 clusters Score -239267.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -239362.531250 Penalty: 4028.106934
	Iteration 13Q: 3 clusters Score -239362.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -239430.843750 Penalty: 4028.106934
	Iteration 14Q: 3 clusters Score -239430.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -239476.312500 Penalty: 4028.106934
	Iteration 15Q: 3 clusters Score -239476.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -239514.953125 Penalty: 4028.106934
	Iteration 16Q: 3 clusters Score -239515 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -239553.031250 Penalty: 4028.106934
	Iteration 17Q: 3 clusters Score -239553 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -239589.156250 Penalty: 4028.106934
	Iteration 18Q: 3 clusters Score -239589.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -239630.828125 Penalty: 4028.106934
	Iteration 19Q: 3 clusters Score -239630.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -239676.203125 Penalty: 4028.106934
	Iteration 20F: 3 clusters Score -239676.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -239711.640625 Penalty: 4028.106934
	Iteration 21Q: 3 clusters Score -239711.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -239741.390625 Penalty: 4028.106934
	Iteration 22Q: 3 clusters Score -239741.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -239770.562500 Penalty: 4028.106934
	Iteration 23Q: 3 clusters Score -239770.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -239786.531250 Penalty: 4028.106934
	Iteration 24Q: 3 clusters Score -239786.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -239794.203125 Penalty: 4028.106934
	Iteration 25Q: 3 clusters Score -239794.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -239803.062500 Penalty: 4028.106934
	Iteration 26Q: 3 clusters Score -239803.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -239815.390625 Penalty: 4028.106934
	Iteration 27Q: 3 clusters Score -239815.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -239826.031250 Penalty: 4028.106934
	Iteration 28Q: 3 clusters Score -239826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -239836.640625 Penalty: 4028.106934
	Iteration 29Q: 3 clusters Score -239836.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -239846.093750 Penalty: 4028.106934
	Iteration 30Q: 3 clusters Score -239846.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -239851.343750 Penalty: 4028.106934
	Iteration 31Q: 3 clusters Score -239851.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -239855.796875 Penalty: 4028.106934
	Iteration 32Q: 3 clusters Score -239855.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -239860.640625 Penalty: 4028.106934
	Iteration 33Q: 3 clusters Score -239860.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -239863.921875 Penalty: 4028.106934
	Iteration 34Q: 3 clusters Score -239863.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -239865.250000 Penalty: 4028.106934
	Iteration 35Q: 3 clusters Score -239865.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -239865.859375 Penalty: 4028.106934
	Iteration 36Q: 3 clusters Score -239865.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -239866.078125 Penalty: 4028.106934
	Iteration 37Q: 3 clusters Score -239866.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -239866.531250 Penalty: 4028.106934
	Iteration 38Q: 3 clusters Score -239866.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -239866.531250 Penalty: 4028.106934
	Iteration 39F: 3 clusters Score -239866.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -109517.242188 Penalty: 1827.973267
	Iteration 0F: 2 clusters Score -109517.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -107163.132812 Penalty: 3655.946533
	Iteration 0F: 3 clusters Score -107163.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -107633.492188 Penalty: 3655.946533
	Iteration 1F: 3 clusters Score -107633.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -107890.171875 Penalty: 3655.946533
	Iteration 2F: 3 clusters Score -107890.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -108114.851562 Penalty: 3655.946533
	Iteration 3F: 3 clusters Score -108114.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -108237.421875 Penalty: 3655.946533
	Iteration 4Q: 3 clusters Score -108237.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -108296.359375 Penalty: 3655.946533
	Iteration 5Q: 3 clusters Score -108296.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -108337.593750 Penalty: 3655.946533
	Iteration 6Q: 3 clusters Score -108337.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -108366.437500 Penalty: 3655.946533
	Iteration 7Q: 3 clusters Score -108366.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -108396.312500 Penalty: 3655.946533
	Iteration 8Q: 3 clusters Score -108396.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -108434.937500 Penalty: 3655.946533
	Iteration 9Q: 3 clusters Score -108434.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -108460.046875 Penalty: 3655.946533
	Iteration 10Q: 3 clusters Score -108460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -108479.671875 Penalty: 3655.946533
	Iteration 11Q: 3 clusters Score -108479.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -108493.085938 Penalty: 3655.946533
	Iteration 12Q: 3 clusters Score -108493.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -108500.210938 Penalty: 3655.946533
	Iteration 13Q: 3 clusters Score -108500.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -108504.859375 Penalty: 3655.946533
	Iteration 14Q: 3 clusters Score -108504.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -108509.710938 Penalty: 3655.946533
	Iteration 15Q: 3 clusters Score -108509.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -108512.179688 Penalty: 3655.946533
	Iteration 16Q: 3 clusters Score -108512.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -108517.750000 Penalty: 3655.946533
	Iteration 17Q: 3 clusters Score -108517.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -108530.015625 Penalty: 3655.946533
	Iteration 18Q: 3 clusters Score -108530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -108539.179688 Penalty: 3655.946533
	Iteration 19Q: 3 clusters Score -108539.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -108548.335938 Penalty: 3655.946533
	Iteration 20F: 3 clusters Score -108548.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -108557.234375 Penalty: 3655.946533
	Iteration 21Q: 3 clusters Score -108557.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -108571.539062 Penalty: 3655.946533
	Iteration 22Q: 3 clusters Score -108571.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -108583.992188 Penalty: 3655.946533
	Iteration 23Q: 3 clusters Score -108584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -108595.468750 Penalty: 3655.946533
	Iteration 24Q: 3 clusters Score -108595.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -108604.835938 Penalty: 3655.946533
	Iteration 25Q: 3 clusters Score -108604.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -108614.726562 Penalty: 3655.946533
	Iteration 26Q: 3 clusters Score -108614.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -108632.164062 Penalty: 3655.946533
	Iteration 27Q: 3 clusters Score -108632.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -108661.421875 Penalty: 3655.946533
	Iteration 28Q: 3 clusters Score -108661.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -108705.234375 Penalty: 3655.946533
	Iteration 29Q: 3 clusters Score -108705.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -108734.140625 Penalty: 3655.946533
	Iteration 30Q: 3 clusters Score -108734.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -108750.492188 Penalty: 3655.946533
	Iteration 31Q: 3 clusters Score -108750.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -108764.742188 Penalty: 3655.946533
	Iteration 32Q: 3 clusters Score -108764.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -108779.453125 Penalty: 3655.946533
	Iteration 33Q: 3 clusters Score -108779.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -108797.875000 Penalty: 3655.946533
	Iteration 34Q: 3 clusters Score -108797.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -108833.109375 Penalty: 3655.946533
	Iteration 35Q: 3 clusters Score -108833.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -108862.593750 Penalty: 3655.946533
	Iteration 36Q: 3 clusters Score -108862.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -108893.492188 Penalty: 3655.946533
	Iteration 37Q: 3 clusters Score -108893.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -108924.335938 Penalty: 3655.946533
	Iteration 38Q: 3 clusters Score -108924.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -108949.726562 Penalty: 3655.946533
	Iteration 39Q: 3 clusters Score -108949.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -108979.031250 Penalty: 3655.946533
	Iteration 40F: 3 clusters Score -108979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -109006.281250 Penalty: 3655.946533
	Iteration 41Q: 3 clusters Score -109006.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -109043.882812 Penalty: 3655.946533
	Iteration 42Q: 3 clusters Score -109043.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -109088.359375 Penalty: 3655.946533
	Iteration 43Q: 3 clusters Score -109088.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -109112.890625 Penalty: 3655.946533
	Iteration 44Q: 3 clusters Score -109112.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -109135.617188 Penalty: 3655.946533
	Iteration 45Q: 3 clusters Score -109135.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -109163.398438 Penalty: 3655.946533
	Iteration 46Q: 3 clusters Score -109163.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -109181.617188 Penalty: 3655.946533
	Iteration 47Q: 3 clusters Score -109181.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -109201.929688 Penalty: 3655.946533
	Iteration 48Q: 3 clusters Score -109201.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -109215.429688 Penalty: 3655.946533
	Iteration 49Q: 3 clusters Score -109215.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -109224.593750 Penalty: 3655.946533
	Iteration 50Q: 3 clusters Score -109224.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -109229.468750 Penalty: 3655.946533
	Iteration 51Q: 3 clusters Score -109229.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -109233.101562 Penalty: 3655.946533
	Iteration 52Q: 3 clusters Score -109233.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -109233.921875 Penalty: 3655.946533
	Iteration 53Q: 3 clusters Score -109233.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -109234.804688 Penalty: 3655.946533
	Iteration 54Q: 3 clusters Score -109234.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -109237.203125 Penalty: 3655.946533
	Iteration 55Q: 3 clusters Score -109237.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -109237.203125 Penalty: 3655.946533
	Iteration 56F: 3 clusters Score -109237.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Entering Unmasked Estep 
Score: -154360.203125 Penalty: 1903.420288
	Iteration 0F: 2 clusters Score -154360.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -151678.000000 Penalty: 3806.840576
	Iteration 0F: 3 clusters Score -151678 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -152156.828125 Penalty: 3806.840576
	Iteration 1F: 3 clusters Score -152156.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -152304.203125 Penalty: 3806.840576
	Iteration 2F: 3 clusters Score -152304.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -152391.609375 Penalty: 3806.840576
	Iteration 3Q: 3 clusters Score -152391.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -152479.640625 Penalty: 3806.840576
	Iteration 4Q: 3 clusters Score -152479.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -152562.421875 Penalty: 3806.840576
	Iteration 5Q: 3 clusters Score -152562.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -152628.156250 Penalty: 3806.840576
	Iteration 6Q: 3 clusters Score -152628.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -152715.953125 Penalty: 3806.840576
	Iteration 7Q: 3 clusters Score -152716 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -152847.656250 Penalty: 3806.840576
	Iteration 8Q: 3 clusters Score -152847.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -153042.500000 Penalty: 3806.840576
	Iteration 9Q: 3 clusters Score -153042.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -153214.937500 Penalty: 3806.840576
	Iteration 10Q: 3 clusters Score -153214.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -153326.296875 Penalty: 3806.840576
	Iteration 11Q: 3 clusters Score -153326.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -153391.390625 Penalty: 3806.840576
	Iteration 12Q: 3 clusters Score -153391.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -153455.484375 Penalty: 3806.840576
	Iteration 13Q: 3 clusters Score -153455.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -153497.703125 Penalty: 3806.840576
	Iteration 14Q: 3 clusters Score -153497.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -153532.921875 Penalty: 3806.840576
	Iteration 15Q: 3 clusters Score -153532.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -153587.718750 Penalty: 3806.840576
	Iteration 16Q: 3 clusters Score -153587.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -153696.375000 Penalty: 3806.840576
	Iteration 17Q: 3 clusters Score -153696.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -153836.656250 Penalty: 3806.840576
	Iteration 18Q: 3 clusters Score -153836.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -153888.031250 Penalty: 3806.840576
	Iteration 19Q: 3 clusters Score -153888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -153901.625000 Penalty: 3806.840576
	Iteration 20F: 3 clusters Score -153901.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -153906.781250 Penalty: 3806.840576
	Iteration 21Q: 3 clusters Score -153906.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -153910.421875 Penalty: 3806.840576
	Iteration 22Q: 3 clusters Score -153910.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -153910.718750 Penalty: 3806.840576
	Iteration 23Q: 3 clusters Score -153910.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -153910.718750 Penalty: 3806.840576
	Iteration 24F: 3 clusters Score -153910.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Entering Unmasked Estep 
Score: -760097.750000 Penalty: 2290.988770
	Iteration 0F: 2 clusters Score -760097.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -752232.187500 Penalty: 4581.977539
	Iteration 0F: 3 clusters Score -752232.2 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -754725.562500 Penalty: 4581.977539
	Iteration 1F: 3 clusters Score -754725.6 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -755261.875000 Penalty: 4581.977539
	Iteration 2F: 3 clusters Score -755261.9 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -755673.000000 Penalty: 4581.977539
	Iteration 3F: 3 clusters Score -755673 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -756017.187500 Penalty: 4581.977539
	Iteration 4F: 3 clusters Score -756017.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -756283.312500 Penalty: 4581.977539
	Iteration 5Q: 3 clusters Score -756283.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -756489.062500 Penalty: 4581.977539
	Iteration 6Q: 3 clusters Score -756489.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -756648.750000 Penalty: 4581.977539
	Iteration 7Q: 3 clusters Score -756648.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -756778.500000 Penalty: 4581.977539
	Iteration 8Q: 3 clusters Score -756778.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -756867.250000 Penalty: 4581.977539
	Iteration 9Q: 3 clusters Score -756867.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -756942.062500 Penalty: 4581.977539
	Iteration 10Q: 3 clusters Score -756942.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -757005.250000 Penalty: 4581.977539
	Iteration 11Q: 3 clusters Score -757005.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -757064.687500 Penalty: 4581.977539
	Iteration 12Q: 3 clusters Score -757064.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -757127.500000 Penalty: 4581.977539
	Iteration 13Q: 3 clusters Score -757127.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -757179.687500 Penalty: 4581.977539
	Iteration 14Q: 3 clusters Score -757179.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -757233.250000 Penalty: 4581.977539
	Iteration 15Q: 3 clusters Score -757233.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -757281.312500 Penalty: 4581.977539
	Iteration 16Q: 3 clusters Score -757281.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -757327.875000 Penalty: 4581.977539
	Iteration 17Q: 3 clusters Score -757327.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -757372.500000 Penalty: 4581.977539
	Iteration 18Q: 3 clusters Score -757372.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -757431.750000 Penalty: 4581.977539
	Iteration 19Q: 3 clusters Score -757431.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -757501.375000 Penalty: 4581.977539
	Iteration 20F: 3 clusters Score -757501.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -757561.687500 Penalty: 4581.977539
	Iteration 21Q: 3 clusters Score -757561.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -757619.500000 Penalty: 4581.977539
	Iteration 22Q: 3 clusters Score -757619.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -757673.875000 Penalty: 4581.977539
	Iteration 23Q: 3 clusters Score -757673.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -757728.687500 Penalty: 4581.977539
	Iteration 24Q: 3 clusters Score -757728.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -757773.750000 Penalty: 4581.977539
	Iteration 25Q: 3 clusters Score -757773.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -757815.562500 Penalty: 4581.977539
	Iteration 26Q: 3 clusters Score -757815.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -757860.437500 Penalty: 4581.977539
	Iteration 27Q: 3 clusters Score -757860.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -757899.000000 Penalty: 4581.977539
	Iteration 28Q: 3 clusters Score -757899 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -757928.875000 Penalty: 4581.977539
	Iteration 29Q: 3 clusters Score -757928.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -757963.062500 Penalty: 4581.977539
	Iteration 30Q: 3 clusters Score -757963.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -757991.687500 Penalty: 4581.977539
	Iteration 31Q: 3 clusters Score -757991.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -758016.500000 Penalty: 4581.977539
	Iteration 32Q: 3 clusters Score -758016.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -758034.625000 Penalty: 4581.977539
	Iteration 33Q: 3 clusters Score -758034.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -758047.250000 Penalty: 4581.977539
	Iteration 34Q: 3 clusters Score -758047.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -758061.625000 Penalty: 4581.977539
	Iteration 35Q: 3 clusters Score -758061.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -758076.875000 Penalty: 4581.977539
	Iteration 36Q: 3 clusters Score -758076.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -758089.000000 Penalty: 4581.977539
	Iteration 37Q: 3 clusters Score -758089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -758098.812500 Penalty: 4581.977539
	Iteration 38Q: 3 clusters Score -758098.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -758104.750000 Penalty: 4581.977539
	Iteration 39Q: 3 clusters Score -758104.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -758110.812500 Penalty: 4581.977539
	Iteration 40F: 3 clusters Score -758110.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -758113.250000 Penalty: 4581.977539
	Iteration 41Q: 3 clusters Score -758113.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -758115.000000 Penalty: 4581.977539
	Iteration 42Q: 3 clusters Score -758115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -758117.000000 Penalty: 4581.977539
	Iteration 43Q: 3 clusters Score -758117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -758117.062500 Penalty: 4581.977539
	Iteration 44Q: 3 clusters Score -758117.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -758120.187500 Penalty: 4581.977539
	Iteration 45Q: 3 clusters Score -758120.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -758122.500000 Penalty: 4581.977539
	Iteration 46Q: 3 clusters Score -758122.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -758123.250000 Penalty: 4581.977539
	Iteration 47Q: 3 clusters Score -758123.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -758121.500000 Penalty: 4581.977539
	Iteration 48Q: 3 clusters Score -758121.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -758121.500000 Penalty: 4581.977539
	Iteration 49F: 3 clusters Score -758121.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -49309.445312 Penalty: 1694.056885
	Iteration 0F: 2 clusters Score -49309.45 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 472 members 
Entering Unmasked Estep 
Score: -47426.906250 Penalty: 3388.113770
	Iteration 0F: 3 clusters Score -47426.91 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -47756.191406 Penalty: 3388.113770
	Iteration 1F: 3 clusters Score -47756.19 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -47894.156250 Penalty: 3388.113770
	Iteration 2F: 3 clusters Score -47894.16 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -47973.683594 Penalty: 3388.113770
	Iteration 3Q: 3 clusters Score -47973.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -48061.707031 Penalty: 3388.113770
	Iteration 4Q: 3 clusters Score -48061.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -48131.398438 Penalty: 3388.113770
	Iteration 5Q: 3 clusters Score -48131.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -48191.316406 Penalty: 3388.113770
	Iteration 6Q: 3 clusters Score -48191.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -48225.210938 Penalty: 3388.113770
	Iteration 7Q: 3 clusters Score -48225.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -48246.222656 Penalty: 3388.113770
	Iteration 8Q: 3 clusters Score -48246.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -48256.824219 Penalty: 3388.113770
	Iteration 9Q: 3 clusters Score -48256.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -48261.531250 Penalty: 3388.113770
	Iteration 10Q: 3 clusters Score -48261.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -48265.390625 Penalty: 3388.113770
	Iteration 11Q: 3 clusters Score -48265.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -48266.609375 Penalty: 3388.113770
	Iteration 12Q: 3 clusters Score -48266.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -48266.609375 Penalty: 3388.113770
	Iteration 13F: 3 clusters Score -48266.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Entering Unmasked Estep 
Score: -1067051.125000 Penalty: 2370.620361
	Iteration 0F: 2 clusters Score -1067051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1056693.625000 Penalty: 4741.240723
	Iteration 0F: 3 clusters Score -1056694 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1059848.125000 Penalty: 4741.240723
	Iteration 1F: 3 clusters Score -1059848 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1060188.125000 Penalty: 4741.240723
	Iteration 2F: 3 clusters Score -1060188 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1060486.875000 Penalty: 4741.240723
	Iteration 3Q: 3 clusters Score -1060487 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1060754.750000 Penalty: 4741.240723
	Iteration 4Q: 3 clusters Score -1060755 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1061113.625000 Penalty: 4741.240723
	Iteration 5Q: 3 clusters Score -1061114 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1061583.750000 Penalty: 4741.240723
	Iteration 6F: 3 clusters Score -1061584 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1062182.125000 Penalty: 4741.240723
	Iteration 7F: 3 clusters Score -1062182 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1062968.250000 Penalty: 4741.240723
	Iteration 8F: 3 clusters Score -1062968 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1063650.500000 Penalty: 4741.240723
	Iteration 9F: 3 clusters Score -1063650 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1064162.000000 Penalty: 4741.240723
	Iteration 10F: 3 clusters Score -1064162 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1064499.750000 Penalty: 4741.240723
	Iteration 11Q: 3 clusters Score -1064500 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1064712.250000 Penalty: 4741.240723
	Iteration 12Q: 3 clusters Score -1064712 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1064911.750000 Penalty: 4741.240723
	Iteration 13Q: 3 clusters Score -1064912 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1065070.625000 Penalty: 4741.240723
	Iteration 14Q: 3 clusters Score -1065071 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1065165.125000 Penalty: 4741.240723
	Iteration 15Q: 3 clusters Score -1065165 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1065211.125000 Penalty: 4741.240723
	Iteration 16Q: 3 clusters Score -1065211 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1065245.125000 Penalty: 4741.240723
	Iteration 17Q: 3 clusters Score -1065245 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1065265.750000 Penalty: 4741.240723
	Iteration 18Q: 3 clusters Score -1065266 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1065283.375000 Penalty: 4741.240723
	Iteration 19Q: 3 clusters Score -1065283 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1065303.625000 Penalty: 4741.240723
	Iteration 20F: 3 clusters Score -1065304 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1065316.750000 Penalty: 4741.240723
	Iteration 21Q: 3 clusters Score -1065317 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1065320.875000 Penalty: 4741.240723
	Iteration 22Q: 3 clusters Score -1065321 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1065330.500000 Penalty: 4741.240723
	Iteration 23Q: 3 clusters Score -1065330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1065339.875000 Penalty: 4741.240723
	Iteration 24Q: 3 clusters Score -1065340 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1065348.000000 Penalty: 4741.240723
	Iteration 25Q: 3 clusters Score -1065348 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1065355.250000 Penalty: 4741.240723
	Iteration 26Q: 3 clusters Score -1065355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1065362.125000 Penalty: 4741.240723
	Iteration 27Q: 3 clusters Score -1065362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1065367.875000 Penalty: 4741.240723
	Iteration 28Q: 3 clusters Score -1065368 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1065373.750000 Penalty: 4741.240723
	Iteration 29Q: 3 clusters Score -1065374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1065379.125000 Penalty: 4741.240723
	Iteration 30Q: 3 clusters Score -1065379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1065384.250000 Penalty: 4741.240723
	Iteration 31Q: 3 clusters Score -1065384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1065387.250000 Penalty: 4741.240723
	Iteration 32Q: 3 clusters Score -1065387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1065393.625000 Penalty: 4741.240723
	Iteration 33Q: 3 clusters Score -1065394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1065395.500000 Penalty: 4741.240723
	Iteration 34Q: 3 clusters Score -1065396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1065394.875000 Penalty: 4741.240723
	Iteration 35Q: 3 clusters Score -1065395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1065396.000000 Penalty: 4741.240723
	Iteration 36Q: 3 clusters Score -1065396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1065396.250000 Penalty: 4741.240723
	Iteration 37Q: 3 clusters Score -1065396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1065394.500000 Penalty: 4741.240723
	Iteration 38Q: 3 clusters Score -1065394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1065393.875000 Penalty: 4741.240723
	Iteration 39Q: 3 clusters Score -1065394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1065395.000000 Penalty: 4741.240723
	Iteration 40F: 3 clusters Score -1065395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1065394.750000 Penalty: 4741.240723
	Iteration 41Q: 3 clusters Score -1065395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1065395.625000 Penalty: 4741.240723
	Iteration 42Q: 3 clusters Score -1065396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1065395.875000 Penalty: 4741.240723
	Iteration 43Q: 3 clusters Score -1065396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1065395.500000 Penalty: 4741.240723
	Iteration 44Q: 3 clusters Score -1065396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1065396.500000 Penalty: 4741.240723
	Iteration 45Q: 3 clusters Score -1065396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1065398.500000 Penalty: 4741.240723
	Iteration 46Q: 3 clusters Score -1065398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1065397.500000 Penalty: 4741.240723
	Iteration 47Q: 3 clusters Score -1065398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1065399.000000 Penalty: 4741.240723
	Iteration 48Q: 3 clusters Score -1065399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1065402.750000 Penalty: 4741.240723
	Iteration 49Q: 3 clusters Score -1065403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1065399.625000 Penalty: 4741.240723
	Iteration 50Q: 3 clusters Score -1065400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1065403.625000 Penalty: 4741.240723
	Iteration 51Q: 3 clusters Score -1065404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1065403.125000 Penalty: 4741.240723
	Iteration 52Q: 3 clusters Score -1065403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1065402.500000 Penalty: 4741.240723
	Iteration 53Q: 3 clusters Score -1065402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1065405.375000 Penalty: 4741.240723
	Iteration 54Q: 3 clusters Score -1065405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1065404.500000 Penalty: 4741.240723
	Iteration 55Q: 3 clusters Score -1065404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1065404.750000 Penalty: 4741.240723
	Iteration 56Q: 3 clusters Score -1065405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1065400.750000 Penalty: 4741.240723
	Iteration 57Q: 3 clusters Score -1065401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1065400.625000 Penalty: 4741.240723
	Iteration 58Q: 3 clusters Score -1065401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1065401.500000 Penalty: 4741.240723
	Iteration 59Q: 3 clusters Score -1065402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1065402.125000 Penalty: 4741.240723
	Iteration 60F: 3 clusters Score -1065402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1065402.375000 Penalty: 4741.240723
	Iteration 61Q: 3 clusters Score -1065402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1065402.375000 Penalty: 4741.240723
	Iteration 62F: 3 clusters Score -1065402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (59914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59914 members 
Entering Unmasked Estep 
Score: -4567171.500000 Penalty: 2728.165039
	Iteration 0F: 2 clusters Score -4567172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -4527000.500000 Penalty: 5456.330078
	Iteration 0F: 3 clusters Score -4527000 nChanged 27861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -4542622.500000 Penalty: 5456.330078
	Iteration 1F: 3 clusters Score -4542622 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -4543330.500000 Penalty: 5456.330078
	Iteration 2Q: 3 clusters Score -4543330 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -4544105.000000 Penalty: 5456.330078
	Iteration 3Q: 3 clusters Score -4544105 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -4545002.500000 Penalty: 5456.330078
	Iteration 4Q: 3 clusters Score -4545002 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -4546143.000000 Penalty: 5456.330078
	Iteration 5Q: 3 clusters Score -4546143 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -4547407.000000 Penalty: 5456.330078
	Iteration 6Q: 3 clusters Score -4547407 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -4548708.500000 Penalty: 5456.330078
	Iteration 7Q: 3 clusters Score -4548708 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -4549938.500000 Penalty: 5456.330078
	Iteration 8Q: 3 clusters Score -4549938 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -4551015.500000 Penalty: 5456.330078
	Iteration 9Q: 3 clusters Score -4551016 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -4551758.500000 Penalty: 5456.330078
	Iteration 10Q: 3 clusters Score -4551758 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -4552301.000000 Penalty: 5456.330078
	Iteration 11Q: 3 clusters Score -4552301 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -4552702.000000 Penalty: 5456.330078
	Iteration 12Q: 3 clusters Score -4552702 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -4553057.000000 Penalty: 5456.330078
	Iteration 13Q: 3 clusters Score -4553057 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -4553363.500000 Penalty: 5456.330078
	Iteration 14Q: 3 clusters Score -4553364 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -4553704.000000 Penalty: 5456.330078
	Iteration 15Q: 3 clusters Score -4553704 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -4554082.000000 Penalty: 5456.330078
	Iteration 16Q: 3 clusters Score -4554082 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -4554497.500000 Penalty: 5456.330078
	Iteration 17Q: 3 clusters Score -4554498 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -4555072.500000 Penalty: 5456.330078
	Iteration 18Q: 3 clusters Score -4555072 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -4555777.000000 Penalty: 5456.330078
	Iteration 19Q: 3 clusters Score -4555777 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -4556711.500000 Penalty: 5456.330078
	Iteration 20F: 3 clusters Score -4556712 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -4557751.000000 Penalty: 5456.330078
	Iteration 21Q: 3 clusters Score -4557751 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -4558924.500000 Penalty: 5456.330078
	Iteration 22Q: 3 clusters Score -4558924 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49628 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -4560201.000000 Penalty: 5456.330078
	Iteration 23Q: 3 clusters Score -4560201 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -4561376.500000 Penalty: 5456.330078
	Iteration 24Q: 3 clusters Score -4561376 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53574 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -4562385.000000 Penalty: 5456.330078
	Iteration 25Q: 3 clusters Score -4562385 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -4563210.500000 Penalty: 5456.330078
	Iteration 26Q: 3 clusters Score -4563210 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -4563805.500000 Penalty: 5456.330078
	Iteration 27Q: 3 clusters Score -4563806 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56889 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -4564173.000000 Penalty: 5456.330078
	Iteration 28Q: 3 clusters Score -4564173 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -4564438.000000 Penalty: 5456.330078
	Iteration 29Q: 3 clusters Score -4564438 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57799 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -4564609.500000 Penalty: 5456.330078
	Iteration 30Q: 3 clusters Score -4564610 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58049 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4564721.000000 Penalty: 5456.330078
	Iteration 31Q: 3 clusters Score -4564721 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58217 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4564787.500000 Penalty: 5456.330078
	Iteration 32Q: 3 clusters Score -4564788 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58325 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4564827.500000 Penalty: 5456.330078
	Iteration 33Q: 3 clusters Score -4564828 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58408 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4564852.000000 Penalty: 5456.330078
	Iteration 34Q: 3 clusters Score -4564852 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58477 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4564890.500000 Penalty: 5456.330078
	Iteration 35Q: 3 clusters Score -4564890 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58523 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4564912.000000 Penalty: 5456.330078
	Iteration 36Q: 3 clusters Score -4564912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58554 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4564927.000000 Penalty: 5456.330078
	Iteration 37Q: 3 clusters Score -4564927 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58583 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4564928.000000 Penalty: 5456.330078
	Iteration 38Q: 3 clusters Score -4564928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58609 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4564949.000000 Penalty: 5456.330078
	Iteration 39Q: 3 clusters Score -4564949 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4564960.000000 Penalty: 5456.330078
	Iteration 40F: 3 clusters Score -4564960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4564979.500000 Penalty: 5456.330078
	Iteration 41Q: 3 clusters Score -4564980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4564988.500000 Penalty: 5456.330078
	Iteration 42Q: 3 clusters Score -4564988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58688 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4564989.500000 Penalty: 5456.330078
	Iteration 43Q: 3 clusters Score -4564990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4564989.000000 Penalty: 5456.330078
	Iteration 44Q: 3 clusters Score -4564989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4564994.000000 Penalty: 5456.330078
	Iteration 45Q: 3 clusters Score -4564994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58711 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4564994.000000 Penalty: 5456.330078
	Iteration 46Q: 3 clusters Score -4564994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58722 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4565012.000000 Penalty: 5456.330078
	Iteration 47Q: 3 clusters Score -4565012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58728 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4565018.500000 Penalty: 5456.330078
	Iteration 48Q: 3 clusters Score -4565018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58737 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4565007.000000 Penalty: 5456.330078
	Iteration 49Q: 3 clusters Score -4565007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58746 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4565017.000000 Penalty: 5456.330078
	Iteration 50Q: 3 clusters Score -4565017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58755 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4565017.000000 Penalty: 5456.330078
	Iteration 51Q: 3 clusters Score -4565017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4565023.500000 Penalty: 5456.330078
	Iteration 52Q: 3 clusters Score -4565024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58772 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4565033.000000 Penalty: 5456.330078
	Iteration 53Q: 3 clusters Score -4565033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58787 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4565035.500000 Penalty: 5456.330078
	Iteration 54Q: 3 clusters Score -4565036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58799 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4565037.000000 Penalty: 5456.330078
	Iteration 55Q: 3 clusters Score -4565037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58811 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4565046.500000 Penalty: 5456.330078
	Iteration 56Q: 3 clusters Score -4565046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58822 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4565049.000000 Penalty: 5456.330078
	Iteration 57Q: 3 clusters Score -4565049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58831 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4565051.000000 Penalty: 5456.330078
	Iteration 58Q: 3 clusters Score -4565051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4565047.500000 Penalty: 5456.330078
	Iteration 59Q: 3 clusters Score -4565048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58841 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4565053.500000 Penalty: 5456.330078
	Iteration 60F: 3 clusters Score -4565054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58846 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4565052.000000 Penalty: 5456.330078
	Iteration 61Q: 3 clusters Score -4565052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4565046.000000 Penalty: 5456.330078
	Iteration 62Q: 3 clusters Score -4565046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58857 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4565057.000000 Penalty: 5456.330078
	Iteration 63Q: 3 clusters Score -4565057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58864 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4565061.500000 Penalty: 5456.330078
	Iteration 64Q: 3 clusters Score -4565062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58868 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4565066.000000 Penalty: 5456.330078
	Iteration 65Q: 3 clusters Score -4565066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58873 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4565070.500000 Penalty: 5456.330078
	Iteration 66Q: 3 clusters Score -4565070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58878 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4565077.000000 Penalty: 5456.330078
	Iteration 67Q: 3 clusters Score -4565077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58880 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4565071.000000 Penalty: 5456.330078
	Iteration 68Q: 3 clusters Score -4565071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58880 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4565076.000000 Penalty: 5456.330078
	Iteration 69Q: 3 clusters Score -4565076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58883 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4565083.000000 Penalty: 5456.330078
	Iteration 70Q: 3 clusters Score -4565083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4565081.500000 Penalty: 5456.330078
	Iteration 71Q: 3 clusters Score -4565082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58892 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4565079.500000 Penalty: 5456.330078
	Iteration 72Q: 3 clusters Score -4565080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58898 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4565086.000000 Penalty: 5456.330078
	Iteration 73Q: 3 clusters Score -4565086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58905 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4565087.000000 Penalty: 5456.330078
	Iteration 74Q: 3 clusters Score -4565087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58915 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4565090.000000 Penalty: 5456.330078
	Iteration 75Q: 3 clusters Score -4565090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58919 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4565098.000000 Penalty: 5456.330078
	Iteration 76Q: 3 clusters Score -4565098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58927 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4565098.000000 Penalty: 5456.330078
	Iteration 77Q: 3 clusters Score -4565098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4565106.500000 Penalty: 5456.330078
	Iteration 78Q: 3 clusters Score -4565106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58937 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4565102.500000 Penalty: 5456.330078
	Iteration 79Q: 3 clusters Score -4565102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4565101.500000 Penalty: 5456.330078
	Iteration 80F: 3 clusters Score -4565102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4565106.500000 Penalty: 5456.330078
	Iteration 81Q: 3 clusters Score -4565106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58941 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4565105.500000 Penalty: 5456.330078
	Iteration 82Q: 3 clusters Score -4565106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58943 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4565105.500000 Penalty: 5456.330078
	Iteration 83Q: 3 clusters Score -4565106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4565110.000000 Penalty: 5456.330078
	Iteration 84Q: 3 clusters Score -4565110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58950 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4565109.000000 Penalty: 5456.330078
	Iteration 85Q: 3 clusters Score -4565109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58955 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4565113.500000 Penalty: 5456.330078
	Iteration 86Q: 3 clusters Score -4565114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58959 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4565117.000000 Penalty: 5456.330078
	Iteration 87Q: 3 clusters Score -4565117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58962 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4565113.500000 Penalty: 5456.330078
	Iteration 88Q: 3 clusters Score -4565114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58962 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4565113.500000 Penalty: 5456.330078
	Iteration 89F: 3 clusters Score -4565114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Entering Unmasked Estep 
Score: -112413.234375 Penalty: 1835.807983
	Iteration 0F: 2 clusters Score -112413.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -110031.968750 Penalty: 3671.615967
	Iteration 0F: 3 clusters Score -110032 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -110409.031250 Penalty: 3671.615967
	Iteration 1F: 3 clusters Score -110409 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -110523.757812 Penalty: 3671.615967
	Iteration 2F: 3 clusters Score -110523.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -110602.570312 Penalty: 3671.615967
	Iteration 3Q: 3 clusters Score -110602.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -110658.289062 Penalty: 3671.615967
	Iteration 4Q: 3 clusters Score -110658.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -110713.718750 Penalty: 3671.615967
	Iteration 5Q: 3 clusters Score -110713.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -110762.367188 Penalty: 3671.615967
	Iteration 6Q: 3 clusters Score -110762.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -110817.054688 Penalty: 3671.615967
	Iteration 7Q: 3 clusters Score -110817.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -110886.726562 Penalty: 3671.615967
	Iteration 8Q: 3 clusters Score -110886.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -110965.835938 Penalty: 3671.615967
	Iteration 9Q: 3 clusters Score -110965.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -111057.601562 Penalty: 3671.615967
	Iteration 10Q: 3 clusters Score -111057.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -111175.710938 Penalty: 3671.615967
	Iteration 11Q: 3 clusters Score -111175.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -111325.453125 Penalty: 3671.615967
	Iteration 12Q: 3 clusters Score -111325.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -111563.343750 Penalty: 3671.615967
	Iteration 13Q: 3 clusters Score -111563.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -111718.453125 Penalty: 3671.615967
	Iteration 14Q: 3 clusters Score -111718.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -111777.804688 Penalty: 3671.615967
	Iteration 15Q: 3 clusters Score -111777.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -111809.929688 Penalty: 3671.615967
	Iteration 16Q: 3 clusters Score -111809.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -111840.187500 Penalty: 3671.615967
	Iteration 17Q: 3 clusters Score -111840.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -111861.218750 Penalty: 3671.615967
	Iteration 18Q: 3 clusters Score -111861.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -111889.195312 Penalty: 3671.615967
	Iteration 19Q: 3 clusters Score -111889.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -111915.921875 Penalty: 3671.615967
	Iteration 20F: 3 clusters Score -111915.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -111942.039062 Penalty: 3671.615967
	Iteration 21Q: 3 clusters Score -111942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -111959.046875 Penalty: 3671.615967
	Iteration 22Q: 3 clusters Score -111959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -111971.476562 Penalty: 3671.615967
	Iteration 23Q: 3 clusters Score -111971.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -111982.820312 Penalty: 3671.615967
	Iteration 24Q: 3 clusters Score -111982.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -111988.171875 Penalty: 3671.615967
	Iteration 25Q: 3 clusters Score -111988.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -111993.148438 Penalty: 3671.615967
	Iteration 26Q: 3 clusters Score -111993.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -111995.578125 Penalty: 3671.615967
	Iteration 27Q: 3 clusters Score -111995.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -111998.312500 Penalty: 3671.615967
	Iteration 28Q: 3 clusters Score -111998.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -112000.742188 Penalty: 3671.615967
	Iteration 29Q: 3 clusters Score -112000.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -112005.804688 Penalty: 3671.615967
	Iteration 30Q: 3 clusters Score -112005.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -112016.945312 Penalty: 3671.615967
	Iteration 31Q: 3 clusters Score -112016.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -112021.609375 Penalty: 3671.615967
	Iteration 32Q: 3 clusters Score -112021.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -112025.828125 Penalty: 3671.615967
	Iteration 33Q: 3 clusters Score -112025.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -112029.609375 Penalty: 3671.615967
	Iteration 34Q: 3 clusters Score -112029.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -112034.179688 Penalty: 3671.615967
	Iteration 35Q: 3 clusters Score -112034.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -112036.898438 Penalty: 3671.615967
	Iteration 36Q: 3 clusters Score -112036.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -112038.765625 Penalty: 3671.615967
	Iteration 37Q: 3 clusters Score -112038.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -112040.851562 Penalty: 3671.615967
	Iteration 38Q: 3 clusters Score -112040.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -112042.554688 Penalty: 3671.615967
	Iteration 39Q: 3 clusters Score -112042.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -112043.601562 Penalty: 3671.615967
	Iteration 40F: 3 clusters Score -112043.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -500231.281250 Penalty: 2179.154785
	Iteration 0F: 2 clusters Score -500231.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -494820.281250 Penalty: 4358.309570
	Iteration 0F: 3 clusters Score -494820.3 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -496203.343750 Penalty: 4358.309570
	Iteration 1F: 3 clusters Score -496203.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -496421.937500 Penalty: 4358.309570
	Iteration 2F: 3 clusters Score -496421.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -496615.781250 Penalty: 4358.309570
	Iteration 3Q: 3 clusters Score -496615.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -496799.437500 Penalty: 4358.309570
	Iteration 4Q: 3 clusters Score -496799.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -496934.218750 Penalty: 4358.309570
	Iteration 5Q: 3 clusters Score -496934.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -497033.093750 Penalty: 4358.309570
	Iteration 6Q: 3 clusters Score -497033.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -497108.281250 Penalty: 4358.309570
	Iteration 7Q: 3 clusters Score -497108.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -497181.375000 Penalty: 4358.309570
	Iteration 8Q: 3 clusters Score -497181.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -497271.875000 Penalty: 4358.309570
	Iteration 9Q: 3 clusters Score -497271.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -497356.656250 Penalty: 4358.309570
	Iteration 10Q: 3 clusters Score -497356.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -497436.718750 Penalty: 4358.309570
	Iteration 11Q: 3 clusters Score -497436.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -497513.000000 Penalty: 4358.309570
	Iteration 12Q: 3 clusters Score -497513 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -497591.218750 Penalty: 4358.309570
	Iteration 13Q: 3 clusters Score -497591.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -497687.625000 Penalty: 4358.309570
	Iteration 14Q: 3 clusters Score -497687.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -497821.531250 Penalty: 4358.309570
	Iteration 15Q: 3 clusters Score -497821.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -497981.156250 Penalty: 4358.309570
	Iteration 16Q: 3 clusters Score -497981.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -498112.281250 Penalty: 4358.309570
	Iteration 17Q: 3 clusters Score -498112.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -498228.250000 Penalty: 4358.309570
	Iteration 18Q: 3 clusters Score -498228.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -498343.500000 Penalty: 4358.309570
	Iteration 19Q: 3 clusters Score -498343.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -498416.875000 Penalty: 4358.309570
	Iteration 20F: 3 clusters Score -498416.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -498463.000000 Penalty: 4358.309570
	Iteration 21Q: 3 clusters Score -498463 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -498491.968750 Penalty: 4358.309570
	Iteration 22Q: 3 clusters Score -498492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -498509.968750 Penalty: 4358.309570
	Iteration 23Q: 3 clusters Score -498510 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -498523.843750 Penalty: 4358.309570
	Iteration 24Q: 3 clusters Score -498523.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -498534.031250 Penalty: 4358.309570
	Iteration 25Q: 3 clusters Score -498534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -498545.437500 Penalty: 4358.309570
	Iteration 26Q: 3 clusters Score -498545.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -498555.906250 Penalty: 4358.309570
	Iteration 27Q: 3 clusters Score -498555.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -498566.093750 Penalty: 4358.309570
	Iteration 28Q: 3 clusters Score -498566.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -498575.187500 Penalty: 4358.309570
	Iteration 29Q: 3 clusters Score -498575.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -498582.937500 Penalty: 4358.309570
	Iteration 30Q: 3 clusters Score -498582.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -498590.406250 Penalty: 4358.309570
	Iteration 31Q: 3 clusters Score -498590.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -498597.562500 Penalty: 4358.309570
	Iteration 32Q: 3 clusters Score -498597.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -498604.281250 Penalty: 4358.309570
	Iteration 33Q: 3 clusters Score -498604.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -498608.875000 Penalty: 4358.309570
	Iteration 34Q: 3 clusters Score -498608.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -498612.531250 Penalty: 4358.309570
	Iteration 35Q: 3 clusters Score -498612.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -498617.531250 Penalty: 4358.309570
	Iteration 36Q: 3 clusters Score -498617.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -498618.968750 Penalty: 4358.309570
	Iteration 37Q: 3 clusters Score -498619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -498621.812500 Penalty: 4358.309570
	Iteration 38Q: 3 clusters Score -498621.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -498623.687500 Penalty: 4358.309570
	Iteration 39Q: 3 clusters Score -498623.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -498623.687500 Penalty: 4358.309570
	Iteration 40F: 3 clusters Score -498623.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -498626.500000 Penalty: 4358.309570
	Iteration 41Q: 3 clusters Score -498626.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -498626.093750 Penalty: 4358.309570
	Iteration 42Q: 3 clusters Score -498626.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -498626.250000 Penalty: 4358.309570
	Iteration 43Q: 3 clusters Score -498626.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -498628.406250 Penalty: 4358.309570
	Iteration 44Q: 3 clusters Score -498628.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -498627.718750 Penalty: 4358.309570
	Iteration 45Q: 3 clusters Score -498627.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -498628.312500 Penalty: 4358.309570
	Iteration 46Q: 3 clusters Score -498628.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -498628.312500 Penalty: 4358.309570
	Iteration 47Q: 3 clusters Score -498628.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -498628.312500 Penalty: 4358.309570
	Iteration 48F: 3 clusters Score -498628.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Entering Unmasked Estep 
Score: -140176.609375 Penalty: 1884.775757
	Iteration 0F: 2 clusters Score -140176.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -137571.687500 Penalty: 3769.551514
	Iteration 0F: 3 clusters Score -137571.7 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -138064.546875 Penalty: 3769.551514
	Iteration 1F: 3 clusters Score -138064.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -138231.406250 Penalty: 3769.551514
	Iteration 2F: 3 clusters Score -138231.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -138351.828125 Penalty: 3769.551514
	Iteration 3Q: 3 clusters Score -138351.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -138489.750000 Penalty: 3769.551514
	Iteration 4Q: 3 clusters Score -138489.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -138648.406250 Penalty: 3769.551514
	Iteration 5Q: 3 clusters Score -138648.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -138778.609375 Penalty: 3769.551514
	Iteration 6Q: 3 clusters Score -138778.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -138916.656250 Penalty: 3769.551514
	Iteration 7Q: 3 clusters Score -138916.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -139014.203125 Penalty: 3769.551514
	Iteration 8Q: 3 clusters Score -139014.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -139114.468750 Penalty: 3769.551514
	Iteration 9Q: 3 clusters Score -139114.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -139235.843750 Penalty: 3769.551514
	Iteration 10Q: 3 clusters Score -139235.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -139328.500000 Penalty: 3769.551514
	Iteration 11Q: 3 clusters Score -139328.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -139450.718750 Penalty: 3769.551514
	Iteration 12Q: 3 clusters Score -139450.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -139671.781250 Penalty: 3769.551514
	Iteration 13Q: 3 clusters Score -139671.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -139949.140625 Penalty: 3769.551514
	Iteration 14Q: 3 clusters Score -139949.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -140182.812500 Penalty: 3769.551514
	Iteration 15Q: 3 clusters Score -140182.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -140276.375000 Penalty: 3769.551514
	Iteration 16Q: 3 clusters Score -140276.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -140309.312500 Penalty: 3769.551514
	Iteration 17Q: 3 clusters Score -140309.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -140317.562500 Penalty: 3769.551514
	Iteration 18Q: 3 clusters Score -140317.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -140320.203125 Penalty: 3769.551514
	Iteration 19Q: 3 clusters Score -140320.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -140320.203125 Penalty: 3769.551514
	Iteration 20F: 3 clusters Score -140320.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 251260 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 226592 members 
Mstep: Class 5 contains 98272 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 31195 members 
Mstep: Class 8 contains 92355 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 132176 members 
Mstep: Class 11 contains 207137 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 2507 members 
Mstep: Class 15 contains 42488 members 
Mstep: Class 16 contains 13496 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 4632 members 
Mstep: Class 22 contains 18081 members 
Mstep: Class 23 contains 40412 members 
Mstep: Class 24 contains 13181 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 29124 members 
Mstep: Class 28 contains 8503 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 16660 members 
Mstep: Class 32 contains 4221 members 
Mstep: Class 33 contains 1554 members 
Mstep: Class 34 contains 7532 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 1589 members 
Mstep: Class 37 contains 2154 members 
Mstep: Class 38 contains 10279 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 14171 members 
Mstep: Class 41 contains 59914 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 6548 members 
Mstep: Class 44 contains 1033 members 
Mstep: Class 45 contains 4193 members 
Mstep: Class 46 contains 12933 members 
Mstep: Class 47 contains 2066 members 
Mstep: Class 48 contains 965 members 
Entering Unmasked Estep 
Score: -102297016.000000 Penalty: 168600.640625
Splitting cluster 44 changes total score from -102298464.000000 to -102297016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (4193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Entering Unmasked Estep 
Score: -295336.093750 Penalty: 2068.610596
	Iteration 0F: 2 clusters Score -295336.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -291341.187500 Penalty: 4137.221191
	Iteration 0F: 3 clusters Score -291341.2 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -292419.656250 Penalty: 4137.221191
	Iteration 1F: 3 clusters Score -292419.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -292816.968750 Penalty: 4137.221191
	Iteration 2F: 3 clusters Score -292817 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -293107.187500 Penalty: 4137.221191
	Iteration 3F: 3 clusters Score -293107.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -293346.093750 Penalty: 4137.221191
	Iteration 4F: 3 clusters Score -293346.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -293599.875000 Penalty: 4137.221191
	Iteration 5F: 3 clusters Score -293599.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -293902.406250 Penalty: 4137.221191
	Iteration 6F: 3 clusters Score -293902.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -294181.062500 Penalty: 4137.221191
	Iteration 7Q: 3 clusters Score -294181.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -294414.281250 Penalty: 4137.221191
	Iteration 8Q: 3 clusters Score -294414.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -294531.218750 Penalty: 4137.221191
	Iteration 9Q: 3 clusters Score -294531.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -294581.906250 Penalty: 4137.221191
	Iteration 10Q: 3 clusters Score -294581.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -294612.750000 Penalty: 4137.221191
	Iteration 11Q: 3 clusters Score -294612.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -294631.468750 Penalty: 4137.221191
	Iteration 12Q: 3 clusters Score -294631.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -294640.531250 Penalty: 4137.221191
	Iteration 13Q: 3 clusters Score -294640.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -294645.343750 Penalty: 4137.221191
	Iteration 14Q: 3 clusters Score -294645.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -294648.781250 Penalty: 4137.221191
	Iteration 15Q: 3 clusters Score -294648.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -294649.656250 Penalty: 4137.221191
	Iteration 16Q: 3 clusters Score -294649.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -294653.625000 Penalty: 4137.221191
	Iteration 17Q: 3 clusters Score -294653.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -294657.437500 Penalty: 4137.221191
	Iteration 18Q: 3 clusters Score -294657.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -294662.531250 Penalty: 4137.221191
	Iteration 19Q: 3 clusters Score -294662.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -294663.750000 Penalty: 4137.221191
	Iteration 20F: 3 clusters Score -294663.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -294666.750000 Penalty: 4137.221191
	Iteration 21Q: 3 clusters Score -294666.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -294668.875000 Penalty: 4137.221191
	Iteration 22Q: 3 clusters Score -294668.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -294670.812500 Penalty: 4137.221191
	Iteration 23Q: 3 clusters Score -294670.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -294671.968750 Penalty: 4137.221191
	Iteration 24Q: 3 clusters Score -294672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -294671.937500 Penalty: 4137.221191
	Iteration 25Q: 3 clusters Score -294671.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -294672.750000 Penalty: 4137.221191
	Iteration 26Q: 3 clusters Score -294672.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -294673.500000 Penalty: 4137.221191
	Iteration 27Q: 3 clusters Score -294673.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -294673.031250 Penalty: 4137.221191
	Iteration 28Q: 3 clusters Score -294673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -294674.250000 Penalty: 4137.221191
	Iteration 29Q: 3 clusters Score -294674.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -294674.312500 Penalty: 4137.221191
	Iteration 30Q: 3 clusters Score -294674.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -294674.375000 Penalty: 4137.221191
	Iteration 31Q: 3 clusters Score -294674.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -294674.375000 Penalty: 4137.221191
	Iteration 32F: 3 clusters Score -294674.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (12933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Entering Unmasked Estep 
Score: -979945.000000 Penalty: 2347.949463
	Iteration 0F: 2 clusters Score -979945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -970365.750000 Penalty: 4695.898926
	Iteration 0F: 3 clusters Score -970365.8 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -973269.937500 Penalty: 4695.898926
	Iteration 1F: 3 clusters Score -973269.9 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -973644.062500 Penalty: 4695.898926
	Iteration 2F: 3 clusters Score -973644.1 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -973977.812500 Penalty: 4695.898926
	Iteration 3F: 3 clusters Score -973977.8 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -974262.875000 Penalty: 4695.898926
	Iteration 4Q: 3 clusters Score -974262.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -974518.187500 Penalty: 4695.898926
	Iteration 5Q: 3 clusters Score -974518.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -974801.750000 Penalty: 4695.898926
	Iteration 6Q: 3 clusters Score -974801.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -975114.187500 Penalty: 4695.898926
	Iteration 7Q: 3 clusters Score -975114.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -975442.125000 Penalty: 4695.898926
	Iteration 8Q: 3 clusters Score -975442.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -975755.125000 Penalty: 4695.898926
	Iteration 9Q: 3 clusters Score -975755.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -976067.312500 Penalty: 4695.898926
	Iteration 10Q: 3 clusters Score -976067.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -976352.187500 Penalty: 4695.898926
	Iteration 11Q: 3 clusters Score -976352.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -976596.250000 Penalty: 4695.898926
	Iteration 12Q: 3 clusters Score -976596.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -976777.750000 Penalty: 4695.898926
	Iteration 13Q: 3 clusters Score -976777.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -976927.437500 Penalty: 4695.898926
	Iteration 14Q: 3 clusters Score -976927.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -977090.812500 Penalty: 4695.898926
	Iteration 15Q: 3 clusters Score -977090.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -977254.187500 Penalty: 4695.898926
	Iteration 16Q: 3 clusters Score -977254.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -977411.250000 Penalty: 4695.898926
	Iteration 17Q: 3 clusters Score -977411.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -977523.750000 Penalty: 4695.898926
	Iteration 18Q: 3 clusters Score -977523.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -977611.187500 Penalty: 4695.898926
	Iteration 19Q: 3 clusters Score -977611.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -977678.187500 Penalty: 4695.898926
	Iteration 20F: 3 clusters Score -977678.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -977728.062500 Penalty: 4695.898926
	Iteration 21Q: 3 clusters Score -977728.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -977780.687500 Penalty: 4695.898926
	Iteration 22Q: 3 clusters Score -977780.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -977824.437500 Penalty: 4695.898926
	Iteration 23Q: 3 clusters Score -977824.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -977878.125000 Penalty: 4695.898926
	Iteration 24Q: 3 clusters Score -977878.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -977923.125000 Penalty: 4695.898926
	Iteration 25Q: 3 clusters Score -977923.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -977955.500000 Penalty: 4695.898926
	Iteration 26Q: 3 clusters Score -977955.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -977975.937500 Penalty: 4695.898926
	Iteration 27Q: 3 clusters Score -977975.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -977994.437500 Penalty: 4695.898926
	Iteration 28Q: 3 clusters Score -977994.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -978012.000000 Penalty: 4695.898926
	Iteration 29Q: 3 clusters Score -978012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -978021.250000 Penalty: 4695.898926
	Iteration 30Q: 3 clusters Score -978021.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -978029.062500 Penalty: 4695.898926
	Iteration 31Q: 3 clusters Score -978029.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -978039.000000 Penalty: 4695.898926
	Iteration 32Q: 3 clusters Score -978039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -978047.437500 Penalty: 4695.898926
	Iteration 33Q: 3 clusters Score -978047.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -978055.250000 Penalty: 4695.898926
	Iteration 34Q: 3 clusters Score -978055.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -978060.000000 Penalty: 4695.898926
	Iteration 35Q: 3 clusters Score -978060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -978061.437500 Penalty: 4695.898926
	Iteration 36Q: 3 clusters Score -978061.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -978063.562500 Penalty: 4695.898926
	Iteration 37Q: 3 clusters Score -978063.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -978064.687500 Penalty: 4695.898926
	Iteration 38Q: 3 clusters Score -978064.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -978067.062500 Penalty: 4695.898926
	Iteration 39Q: 3 clusters Score -978067.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -978067.062500 Penalty: 4695.898926
	Iteration 40F: 3 clusters Score -978067.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Entering Unmasked Estep 
Score: -144851.750000 Penalty: 1893.075684
	Iteration 0F: 2 clusters Score -144851.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -142163.093750 Penalty: 3786.151367
	Iteration 0F: 3 clusters Score -142163.1 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -142638.359375 Penalty: 3786.151367
	Iteration 1F: 3 clusters Score -142638.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -142813.562500 Penalty: 3786.151367
	Iteration 2F: 3 clusters Score -142813.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -142953.718750 Penalty: 3786.151367
	Iteration 3F: 3 clusters Score -142953.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -143125.718750 Penalty: 3786.151367
	Iteration 4F: 3 clusters Score -143125.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -143250.843750 Penalty: 3786.151367
	Iteration 5Q: 3 clusters Score -143250.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -143348.359375 Penalty: 3786.151367
	Iteration 6Q: 3 clusters Score -143348.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -143429.859375 Penalty: 3786.151367
	Iteration 7Q: 3 clusters Score -143429.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -143498.406250 Penalty: 3786.151367
	Iteration 8Q: 3 clusters Score -143498.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -143549.953125 Penalty: 3786.151367
	Iteration 9Q: 3 clusters Score -143550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -143590.203125 Penalty: 3786.151367
	Iteration 10Q: 3 clusters Score -143590.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -143622.718750 Penalty: 3786.151367
	Iteration 11Q: 3 clusters Score -143622.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -143654.468750 Penalty: 3786.151367
	Iteration 12Q: 3 clusters Score -143654.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -143688.359375 Penalty: 3786.151367
	Iteration 13Q: 3 clusters Score -143688.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -143716.281250 Penalty: 3786.151367
	Iteration 14Q: 3 clusters Score -143716.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -143740.187500 Penalty: 3786.151367
	Iteration 15Q: 3 clusters Score -143740.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -143761.390625 Penalty: 3786.151367
	Iteration 16Q: 3 clusters Score -143761.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -143772.375000 Penalty: 3786.151367
	Iteration 17Q: 3 clusters Score -143772.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -143783.406250 Penalty: 3786.151367
	Iteration 18Q: 3 clusters Score -143783.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -143795.312500 Penalty: 3786.151367
	Iteration 19Q: 3 clusters Score -143795.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -143809.625000 Penalty: 3786.151367
	Iteration 20F: 3 clusters Score -143809.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -143818.359375 Penalty: 3786.151367
	Iteration 21Q: 3 clusters Score -143818.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -143822.875000 Penalty: 3786.151367
	Iteration 22Q: 3 clusters Score -143822.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -143824.187500 Penalty: 3786.151367
	Iteration 23Q: 3 clusters Score -143824.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -143825.687500 Penalty: 3786.151367
	Iteration 24Q: 3 clusters Score -143825.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -143825.687500 Penalty: 3786.151367
	Iteration 25F: 3 clusters Score -143825.7 nChanged 0
23->48 Clusters: Score -102298464.000000, best is -102302992.000000

Starting from 24 clusters...
--- Clustering full data set of 1416018 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61396 members 
Mstep: Class 2 contains 61559 members 
Mstep: Class 3 contains 61392 members 
Mstep: Class 4 contains 61981 members 
Mstep: Class 5 contains 61344 members 
Mstep: Class 6 contains 61785 members 
Mstep: Class 7 contains 61465 members 
Mstep: Class 8 contains 61632 members 
Mstep: Class 9 contains 61852 members 
Mstep: Class 10 contains 61197 members 
Mstep: Class 11 contains 61409 members 
Mstep: Class 12 contains 61474 members 
Mstep: Class 13 contains 61636 members 
Mstep: Class 14 contains 61578 members 
Mstep: Class 15 contains 61778 members 
Mstep: Class 16 contains 61487 members 
Mstep: Class 17 contains 61693 members 
Mstep: Class 18 contains 61484 members 
Mstep: Class 19 contains 61973 members 
Mstep: Class 20 contains 61575 members 
Mstep: Class 21 contains 61525 members 
Mstep: Class 22 contains 61677 members 
Mstep: Class 23 contains 61126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1082.199707 but Gain 3512.515625
Score: -93902424.000000 Penalty: 77275.289062
Iteration 0F: 23 clusters Score -9.390242e+07 nChanged 1346251
Entering Unmasked Mstep 
Mstep: Class 0 contains 3256 members 
Mstep: Class 2 contains 51540 members 
Mstep: Class 3 contains 42694 members 
Mstep: Class 4 contains 65881 members 
Mstep: Class 5 contains 60679 members 
Mstep: Class 6 contains 62610 members 
Mstep: Class 7 contains 65667 members 
Mstep: Class 8 contains 79758 members 
Mstep: Class 9 contains 65082 members 
Mstep: Class 10 contains 59015 members 
Mstep: Class 11 contains 33032 members 
Mstep: Class 12 contains 55779 members 
Mstep: Class 13 contains 60053 members 
Mstep: Class 14 contains 68322 members 
Mstep: Class 15 contains 97196 members 
Mstep: Class 16 contains 60501 members 
Mstep: Class 17 contains 41772 members 
Mstep: Class 18 contains 114341 members 
Mstep: Class 19 contains 96662 members 
Mstep: Class 20 contains 86573 members 
Mstep: Class 21 contains 44380 members 
Mstep: Class 22 contains 39967 members 
Mstep: Class 23 contains 61258 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 1F: 23 clusters Score -9.868524e+07 nChanged 537113
Entering Unmasked Mstep 
Mstep: Class 0 contains 686 members 
Mstep: Class 2 contains 39290 members 
Mstep: Class 3 contains 42978 members 
Mstep: Class 4 contains 57373 members 
Mstep: Class 5 contains 54148 members 
Mstep: Class 6 contains 64341 members 
Mstep: Class 7 contains 93947 members 
Mstep: Class 8 contains 113934 members 
Mstep: Class 9 contains 49280 members 
Mstep: Class 10 contains 74579 members 
Mstep: Class 11 contains 20651 members 
Mstep: Class 12 contains 43538 members 
Mstep: Class 13 contains 32644 members 
Mstep: Class 14 contains 54086 members 
Mstep: Class 15 contains 114760 members 
Mstep: Class 16 contains 46766 members 
Mstep: Class 17 contains 41101 members 
Mstep: Class 18 contains 157166 members 
Mstep: Class 19 contains 110151 members 
Mstep: Class 20 contains 81979 members 
Mstep: Class 21 contains 30592 members 
Mstep: Class 22 contains 24291 members 
Mstep: Class 23 contains 67737 members 
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Iteration 2F: 23 clusters Score -9.998219e+07 nChanged 402747
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 2 contains 35909 members 
Mstep: Class 3 contains 47307 members 
Mstep: Class 4 contains 42380 members 
Mstep: Class 5 contains 47773 members 
Mstep: Class 6 contains 76518 members 
Mstep: Class 7 contains 128671 members 
Mstep: Class 8 contains 135894 members 
Mstep: Class 9 contains 32366 members 
Mstep: Class 10 contains 88823 members 
Mstep: Class 11 contains 16699 members 
Mstep: Class 12 contains 31092 members 
Mstep: Class 13 contains 21963 members 
Mstep: Class 14 contains 43932 members 
Mstep: Class 15 contains 107102 members 
Mstep: Class 16 contains 36853 members 
Mstep: Class 17 contains 48608 members 
Mstep: Class 18 contains 149736 members 
Mstep: Class 19 contains 138024 members 
Mstep: Class 20 contains 64525 members 
Mstep: Class 21 contains 21276 members 
Mstep: Class 22 contains 19542 members 
Mstep: Class 23 contains 80883 members 
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Iteration 3F: 23 clusters Score -1.006327e+08 nChanged 310850
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 2 contains 39707 members 
Mstep: Class 3 contains 47929 members 
Mstep: Class 4 contains 29862 members 
Mstep: Class 5 contains 41364 members 
Mstep: Class 6 contains 89331 members 
Mstep: Class 7 contains 155335 members 
Mstep: Class 8 contains 154634 members 
Mstep: Class 9 contains 21900 members 
Mstep: Class 10 contains 100853 members 
Mstep: Class 11 contains 16707 members 
Mstep: Class 12 contains 26260 members 
Mstep: Class 13 contains 18035 members 
Mstep: Class 14 contains 39922 members 
Mstep: Class 15 contains 93781 members 
Mstep: Class 16 contains 29931 members 
Mstep: Class 17 contains 51586 members 
Mstep: Class 18 contains 117400 members 
Mstep: Class 19 contains 162794 members 
Mstep: Class 20 contains 44699 members 
Mstep: Class 21 contains 15808 members 
Mstep: Class 22 contains 17449 members 
Mstep: Class 23 contains 100665 members 
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Iteration 4F: 23 clusters Score -1.010023e+08 nChanged 244987
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 2 contains 42986 members 
Mstep: Class 3 contains 46134 members 
Mstep: Class 4 contains 20300 members 
Mstep: Class 5 contains 34770 members 
Mstep: Class 6 contains 100941 members 
Mstep: Class 7 contains 173477 members 
Mstep: Class 8 contains 178083 members 
Mstep: Class 9 contains 15718 members 
Mstep: Class 10 contains 109152 members 
Mstep: Class 11 contains 16752 members 
Mstep: Class 12 contains 25295 members 
Mstep: Class 13 contains 16365 members 
Mstep: Class 14 contains 39174 members 
Mstep: Class 15 contains 81464 members 
Mstep: Class 16 contains 24403 members 
Mstep: Class 17 contains 49862 members 
Mstep: Class 18 contains 81284 members 
Mstep: Class 19 contains 179674 members 
Mstep: Class 20 contains 30968 members 
Mstep: Class 21 contains 13393 members 
Mstep: Class 22 contains 16830 members 
Mstep: Class 23 contains 118944 members 
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Iteration 5F: 23 clusters Score -1.013042e+08 nChanged 203019
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 44757 members 
Mstep: Class 3 contains 43101 members 
Mstep: Class 4 contains 14321 members 
Mstep: Class 5 contains 28419 members 
Mstep: Class 6 contains 111711 members 
Mstep: Class 7 contains 185603 members 
Mstep: Class 8 contains 201305 members 
Mstep: Class 9 contains 12251 members 
Mstep: Class 10 contains 114674 members 
Mstep: Class 11 contains 16587 members 
Mstep: Class 12 contains 23618 members 
Mstep: Class 13 contains 15674 members 
Mstep: Class 14 contains 40446 members 
Mstep: Class 15 contains 70241 members 
Mstep: Class 16 contains 19618 members 
Mstep: Class 17 contains 45628 members 
Mstep: Class 18 contains 48676 members 
Mstep: Class 19 contains 190034 members 
Mstep: Class 20 contains 24864 members 
Mstep: Class 21 contains 12850 members 
Mstep: Class 22 contains 16496 members 
Mstep: Class 23 contains 135100 members 
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Iteration 6F: 23 clusters Score -1.015309e+08 nChanged 152499
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 2 contains 45530 members 
Mstep: Class 3 contains 39503 members 
Mstep: Class 4 contains 12020 members 
Mstep: Class 5 contains 23377 members 
Mstep: Class 6 contains 119874 members 
Mstep: Class 7 contains 193368 members 
Mstep: Class 8 contains 212045 members 
Mstep: Class 9 contains 11179 members 
Mstep: Class 10 contains 117237 members 
Mstep: Class 11 contains 16585 members 
Mstep: Class 12 contains 21771 members 
Mstep: Class 13 contains 15216 members 
Mstep: Class 14 contains 42200 members 
Mstep: Class 15 contains 64485 members 
Mstep: Class 16 contains 15937 members 
Mstep: Class 17 contains 40776 members 
Mstep: Class 18 contains 30208 members 
Mstep: Class 19 contains 195267 members 
Mstep: Class 20 contains 22395 members 
Mstep: Class 21 contains 12498 members 
Mstep: Class 22 contains 16150 members 
Mstep: Class 23 contains 148356 members 
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Iteration 7F: 23 clusters Score -1.016637e+08 nChanged 114545
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 2 contains 45415 members 
Mstep: Class 3 contains 35939 members 
Mstep: Class 4 contains 11802 members 
Mstep: Class 5 contains 19367 members 
Mstep: Class 6 contains 125843 members 
Mstep: Class 7 contains 198006 members 
Mstep: Class 8 contains 215016 members 
Mstep: Class 9 contains 11923 members 
Mstep: Class 10 contains 117272 members 
Mstep: Class 11 contains 16796 members 
Mstep: Class 12 contains 20194 members 
Mstep: Class 13 contains 14884 members 
Mstep: Class 14 contains 43317 members 
Mstep: Class 15 contains 62010 members 
Mstep: Class 16 contains 13835 members 
Mstep: Class 17 contains 36680 members 
Mstep: Class 18 contains 22619 members 
Mstep: Class 19 contains 197294 members 
Mstep: Class 20 contains 20806 members 
Mstep: Class 21 contains 12250 members 
Mstep: Class 22 contains 15861 members 
Mstep: Class 23 contains 158855 members 
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Iteration 8F: 23 clusters Score -1.017525e+08 nChanged 95178
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 44662 members 
Mstep: Class 3 contains 32602 members 
Mstep: Class 4 contains 11924 members 
Mstep: Class 5 contains 16268 members 
Mstep: Class 6 contains 131231 members 
Mstep: Class 7 contains 201124 members 
Mstep: Class 8 contains 215740 members 
Mstep: Class 9 contains 13920 members 
Mstep: Class 10 contains 115718 members 
Mstep: Class 11 contains 17032 members 
Mstep: Class 12 contains 18923 members 
Mstep: Class 13 contains 14631 members 
Mstep: Class 14 contains 44088 members 
Mstep: Class 15 contains 59974 members 
Mstep: Class 16 contains 12540 members 
Mstep: Class 17 contains 33634 members 
Mstep: Class 18 contains 18569 members 
Mstep: Class 19 contains 197849 members 
Mstep: Class 20 contains 20099 members 
Mstep: Class 21 contains 12226 members 
Mstep: Class 22 contains 15876 members 
Mstep: Class 23 contains 167360 members 
Entering Unmasked Estep 
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Iteration 9F: 23 clusters Score -1.018295e+08 nChanged 82424
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 43302 members 
Mstep: Class 3 contains 30906 members 
Mstep: Class 4 contains 11815 members 
Mstep: Class 5 contains 14043 members 
Mstep: Class 6 contains 136486 members 
Mstep: Class 7 contains 203628 members 
Mstep: Class 8 contains 215821 members 
Mstep: Class 9 contains 16304 members 
Mstep: Class 10 contains 112954 members 
Mstep: Class 11 contains 17238 members 
Mstep: Class 12 contains 17963 members 
Mstep: Class 13 contains 14485 members 
Mstep: Class 14 contains 44704 members 
Mstep: Class 15 contains 57482 members 
Mstep: Class 16 contains 11634 members 
Mstep: Class 17 contains 31238 members 
Mstep: Class 18 contains 15800 members 
Mstep: Class 19 contains 198011 members 
Mstep: Class 20 contains 19707 members 
Mstep: Class 21 contains 12461 members 
Mstep: Class 22 contains 15543 members 
Mstep: Class 23 contains 174464 members 
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Iteration 10F: 23 clusters Score -1.018839e+08 nChanged 71438
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 41490 members 
Mstep: Class 3 contains 29915 members 
Mstep: Class 4 contains 11663 members 
Mstep: Class 5 contains 12698 members 
Mstep: Class 6 contains 141786 members 
Mstep: Class 7 contains 205823 members 
Mstep: Class 8 contains 215692 members 
Mstep: Class 9 contains 18709 members 
Mstep: Class 10 contains 109344 members 
Mstep: Class 11 contains 17708 members 
Mstep: Class 12 contains 17248 members 
Mstep: Class 13 contains 14407 members 
Mstep: Class 14 contains 45151 members 
Mstep: Class 15 contains 54977 members 
Mstep: Class 16 contains 10800 members 
Mstep: Class 17 contains 29089 members 
Mstep: Class 18 contains 13604 members 
Mstep: Class 19 contains 198286 members 
Mstep: Class 20 contains 19440 members 
Mstep: Class 21 contains 12848 members 
Mstep: Class 22 contains 14974 members 
Mstep: Class 23 contains 180336 members 
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Iteration 11F: 23 clusters Score -1.019257e+08 nChanged 61553
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 39343 members 
Mstep: Class 3 contains 29135 members 
Mstep: Class 4 contains 11705 members 
Mstep: Class 5 contains 11768 members 
Mstep: Class 6 contains 146977 members 
Mstep: Class 7 contains 208422 members 
Mstep: Class 8 contains 215537 members 
Mstep: Class 9 contains 20993 members 
Mstep: Class 10 contains 105118 members 
Mstep: Class 11 contains 18407 members 
Mstep: Class 12 contains 16781 members 
Mstep: Class 13 contains 14319 members 
Mstep: Class 14 contains 45645 members 
Mstep: Class 15 contains 52689 members 
Mstep: Class 16 contains 10000 members 
Mstep: Class 17 contains 27108 members 
Mstep: Class 18 contains 11955 members 
Mstep: Class 19 contains 197882 members 
Mstep: Class 20 contains 19193 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 14351 members 
Mstep: Class 23 contains 185271 members 
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Iteration 12Q: 23 clusters Score -1.019592e+08 nChanged 53010
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 37166 members 
Mstep: Class 3 contains 28628 members 
Mstep: Class 4 contains 11976 members 
Mstep: Class 5 contains 11110 members 
Mstep: Class 6 contains 151967 members 
Mstep: Class 7 contains 211462 members 
Mstep: Class 8 contains 215457 members 
Mstep: Class 9 contains 23101 members 
Mstep: Class 10 contains 100610 members 
Mstep: Class 11 contains 19013 members 
Mstep: Class 12 contains 16507 members 
Mstep: Class 13 contains 14224 members 
Mstep: Class 14 contains 46244 members 
Mstep: Class 15 contains 50662 members 
Mstep: Class 16 contains 9275 members 
Mstep: Class 17 contains 25232 members 
Mstep: Class 18 contains 10562 members 
Mstep: Class 19 contains 196293 members 
Mstep: Class 20 contains 18930 members 
Mstep: Class 21 contains 14003 members 
Mstep: Class 22 contains 13884 members 
Mstep: Class 23 contains 189683 members 
Entering Unmasked Estep 
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Iteration 13Q: 23 clusters Score -1.019847e+08 nChanged 46341
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 35189 members 
Mstep: Class 3 contains 28256 members 
Mstep: Class 4 contains 12392 members 
Mstep: Class 5 contains 10627 members 
Mstep: Class 6 contains 157022 members 
Mstep: Class 7 contains 214280 members 
Mstep: Class 8 contains 215447 members 
Mstep: Class 9 contains 24935 members 
Mstep: Class 10 contains 96164 members 
Mstep: Class 11 contains 19616 members 
Mstep: Class 12 contains 16326 members 
Mstep: Class 13 contains 14062 members 
Mstep: Class 14 contains 47166 members 
Mstep: Class 15 contains 48901 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 23425 members 
Mstep: Class 18 contains 9372 members 
Mstep: Class 19 contains 193748 members 
Mstep: Class 20 contains 18671 members 
Mstep: Class 21 contains 14534 members 
Mstep: Class 22 contains 13574 members 
Mstep: Class 23 contains 193633 members 
Entering Unmasked Estep 
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Iteration 14Q: 23 clusters Score -1.020067e+08 nChanged 41322
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 33400 members 
Mstep: Class 3 contains 28069 members 
Mstep: Class 4 contains 12912 members 
Mstep: Class 5 contains 10254 members 
Mstep: Class 6 contains 161862 members 
Mstep: Class 7 contains 216938 members 
Mstep: Class 8 contains 215522 members 
Mstep: Class 9 contains 26527 members 
Mstep: Class 10 contains 91914 members 
Mstep: Class 11 contains 20263 members 
Mstep: Class 12 contains 16222 members 
Mstep: Class 13 contains 13850 members 
Mstep: Class 14 contains 48261 members 
Mstep: Class 15 contains 47385 members 
Mstep: Class 16 contains 8158 members 
Mstep: Class 17 contains 21828 members 
Mstep: Class 18 contains 8454 members 
Mstep: Class 19 contains 190268 members 
Mstep: Class 20 contains 18375 members 
Mstep: Class 21 contains 14937 members 
Mstep: Class 22 contains 13321 members 
Mstep: Class 23 contains 197266 members 
Entering Unmasked Estep 
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Iteration 15Q: 23 clusters Score -1.020266e+08 nChanged 37990
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 31903 members 
Mstep: Class 3 contains 27911 members 
Mstep: Class 4 contains 13587 members 
Mstep: Class 5 contains 9944 members 
Mstep: Class 6 contains 166651 members 
Mstep: Class 7 contains 219056 members 
Mstep: Class 8 contains 215596 members 
Mstep: Class 9 contains 27891 members 
Mstep: Class 10 contains 87681 members 
Mstep: Class 11 contains 20870 members 
Mstep: Class 12 contains 16195 members 
Mstep: Class 13 contains 13597 members 
Mstep: Class 14 contains 49481 members 
Mstep: Class 15 contains 46068 members 
Mstep: Class 16 contains 7720 members 
Mstep: Class 17 contains 20543 members 
Mstep: Class 18 contains 7681 members 
Mstep: Class 19 contains 186304 members 
Mstep: Class 20 contains 18090 members 
Mstep: Class 21 contains 15168 members 
Mstep: Class 22 contains 13174 members 
Mstep: Class 23 contains 200877 members 
Entering Unmasked Estep 
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Iteration 16Q: 23 clusters Score -1.020412e+08 nChanged 35691
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 30653 members 
Mstep: Class 3 contains 27822 members 
Mstep: Class 4 contains 14337 members 
Mstep: Class 5 contains 9648 members 
Mstep: Class 6 contains 171339 members 
Mstep: Class 7 contains 220577 members 
Mstep: Class 8 contains 215648 members 
Mstep: Class 9 contains 29096 members 
Mstep: Class 10 contains 83622 members 
Mstep: Class 11 contains 21400 members 
Mstep: Class 12 contains 16171 members 
Mstep: Class 13 contains 13384 members 
Mstep: Class 14 contains 50806 members 
Mstep: Class 15 contains 44881 members 
Mstep: Class 16 contains 7286 members 
Mstep: Class 17 contains 19462 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 182137 members 
Mstep: Class 20 contains 17825 members 
Mstep: Class 21 contains 15381 members 
Mstep: Class 22 contains 13062 members 
Mstep: Class 23 contains 204377 members 
Entering Unmasked Estep 
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Iteration 17Q: 23 clusters Score -1.020546e+08 nChanged 33517
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 29545 members 
Mstep: Class 3 contains 27788 members 
Mstep: Class 4 contains 15163 members 
Mstep: Class 5 contains 9374 members 
Mstep: Class 6 contains 175711 members 
Mstep: Class 7 contains 221319 members 
Mstep: Class 8 contains 215681 members 
Mstep: Class 9 contains 30151 members 
Mstep: Class 10 contains 79761 members 
Mstep: Class 11 contains 21798 members 
Mstep: Class 12 contains 16157 members 
Mstep: Class 13 contains 13191 members 
Mstep: Class 14 contains 52113 members 
Mstep: Class 15 contains 43892 members 
Mstep: Class 16 contains 6832 members 
Mstep: Class 17 contains 18577 members 
Mstep: Class 18 contains 6580 members 
Mstep: Class 19 contains 178417 members 
Mstep: Class 20 contains 17630 members 
Mstep: Class 21 contains 15660 members 
Mstep: Class 22 contains 13025 members 
Mstep: Class 23 contains 207622 members 
Entering Unmasked Estep 
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Iteration 18Q: 23 clusters Score -1.020699e+08 nChanged 31885
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 28597 members 
Mstep: Class 3 contains 27842 members 
Mstep: Class 4 contains 16080 members 
Mstep: Class 5 contains 9149 members 
Mstep: Class 6 contains 179832 members 
Mstep: Class 7 contains 221441 members 
Mstep: Class 8 contains 215675 members 
Mstep: Class 9 contains 31046 members 
Mstep: Class 10 contains 76047 members 
Mstep: Class 11 contains 22069 members 
Mstep: Class 12 contains 16146 members 
Mstep: Class 13 contains 13007 members 
Mstep: Class 14 contains 53396 members 
Mstep: Class 15 contains 43045 members 
Mstep: Class 16 contains 6532 members 
Mstep: Class 17 contains 17888 members 
Mstep: Class 18 contains 6221 members 
Mstep: Class 19 contains 174860 members 
Mstep: Class 20 contains 17439 members 
Mstep: Class 21 contains 15859 members 
Mstep: Class 22 contains 13027 members 
Mstep: Class 23 contains 210789 members 
Entering Unmasked Estep 
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Iteration 19Q: 23 clusters Score -1.020841e+08 nChanged 30344
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 27902 members 
Mstep: Class 3 contains 27910 members 
Mstep: Class 4 contains 16963 members 
Mstep: Class 5 contains 8935 members 
Mstep: Class 6 contains 183777 members 
Mstep: Class 7 contains 221192 members 
Mstep: Class 8 contains 215634 members 
Mstep: Class 9 contains 31795 members 
Mstep: Class 10 contains 72522 members 
Mstep: Class 11 contains 22253 members 
Mstep: Class 12 contains 16112 members 
Mstep: Class 13 contains 12817 members 
Mstep: Class 14 contains 54451 members 
Mstep: Class 15 contains 42255 members 
Mstep: Class 16 contains 6370 members 
Mstep: Class 17 contains 17310 members 
Mstep: Class 18 contains 6037 members 
Mstep: Class 19 contains 171567 members 
Mstep: Class 20 contains 17281 members 
Mstep: Class 21 contains 15970 members 
Mstep: Class 22 contains 13043 members 
Mstep: Class 23 contains 213890 members 
Entering Unmasked Estep 
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Iteration 20F: 23 clusters Score -1.020964e+08 nChanged 28756
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 27306 members 
Mstep: Class 3 contains 28041 members 
Mstep: Class 4 contains 17854 members 
Mstep: Class 5 contains 8770 members 
Mstep: Class 6 contains 187438 members 
Mstep: Class 7 contains 220590 members 
Mstep: Class 8 contains 215564 members 
Mstep: Class 9 contains 32347 members 
Mstep: Class 10 contains 69230 members 
Mstep: Class 11 contains 22497 members 
Mstep: Class 12 contains 16083 members 
Mstep: Class 13 contains 12569 members 
Mstep: Class 14 contains 55284 members 
Mstep: Class 15 contains 41549 members 
Mstep: Class 16 contains 6300 members 
Mstep: Class 17 contains 16856 members 
Mstep: Class 18 contains 5930 members 
Mstep: Class 19 contains 168785 members 
Mstep: Class 20 contains 17094 members 
Mstep: Class 21 contains 16123 members 
Mstep: Class 22 contains 12989 members 
Mstep: Class 23 contains 216791 members 
Entering Unmasked Estep 
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Iteration 21Q: 23 clusters Score -1.021089e+08 nChanged 26557
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 26806 members 
Mstep: Class 3 contains 28248 members 
Mstep: Class 4 contains 18822 members 
Mstep: Class 5 contains 8610 members 
Mstep: Class 6 contains 190679 members 
Mstep: Class 7 contains 219583 members 
Mstep: Class 8 contains 215504 members 
Mstep: Class 9 contains 32713 members 
Mstep: Class 10 contains 66224 members 
Mstep: Class 11 contains 22691 members 
Mstep: Class 12 contains 16078 members 
Mstep: Class 13 contains 12331 members 
Mstep: Class 14 contains 55955 members 
Mstep: Class 15 contains 40919 members 
Mstep: Class 16 contains 6290 members 
Mstep: Class 17 contains 16470 members 
Mstep: Class 18 contains 5881 members 
Mstep: Class 19 contains 166715 members 
Mstep: Class 20 contains 16897 members 
Mstep: Class 21 contains 16215 members 
Mstep: Class 22 contains 12947 members 
Mstep: Class 23 contains 219413 members 
Entering Unmasked Estep 
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Iteration 22Q: 23 clusters Score -1.021193e+08 nChanged 24030
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 26389 members 
Mstep: Class 3 contains 28463 members 
Mstep: Class 4 contains 19753 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 193596 members 
Mstep: Class 7 contains 218331 members 
Mstep: Class 8 contains 215451 members 
Mstep: Class 9 contains 32909 members 
Mstep: Class 10 contains 63489 members 
Mstep: Class 11 contains 22848 members 
Mstep: Class 12 contains 16092 members 
Mstep: Class 13 contains 12112 members 
Mstep: Class 14 contains 56415 members 
Mstep: Class 15 contains 40379 members 
Mstep: Class 16 contains 6318 members 
Mstep: Class 17 contains 16165 members 
Mstep: Class 18 contains 5913 members 
Mstep: Class 19 contains 165118 members 
Mstep: Class 20 contains 16742 members 
Mstep: Class 21 contains 16288 members 
Mstep: Class 22 contains 12903 members 
Mstep: Class 23 contains 221868 members 
Entering Unmasked Estep 
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Iteration 23Q: 23 clusters Score -1.021282e+08 nChanged 21216
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 26037 members 
Mstep: Class 3 contains 28698 members 
Mstep: Class 4 contains 20618 members 
Mstep: Class 5 contains 8279 members 
Mstep: Class 6 contains 196239 members 
Mstep: Class 7 contains 217090 members 
Mstep: Class 8 contains 215416 members 
Mstep: Class 9 contains 32950 members 
Mstep: Class 10 contains 60999 members 
Mstep: Class 11 contains 22935 members 
Mstep: Class 12 contains 16089 members 
Mstep: Class 13 contains 11916 members 
Mstep: Class 14 contains 56677 members 
Mstep: Class 15 contains 39907 members 
Mstep: Class 16 contains 6355 members 
Mstep: Class 17 contains 15926 members 
Mstep: Class 18 contains 5972 members 
Mstep: Class 19 contains 163860 members 
Mstep: Class 20 contains 16597 members 
Mstep: Class 21 contains 16385 members 
Mstep: Class 22 contains 12860 members 
Mstep: Class 23 contains 224186 members 
Entering Unmasked Estep 
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Iteration 24Q: 23 clusters Score -1.021339e+08 nChanged 18230
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 25786 members 
Mstep: Class 3 contains 28917 members 
Mstep: Class 4 contains 21414 members 
Mstep: Class 5 contains 8110 members 
Mstep: Class 6 contains 198651 members 
Mstep: Class 7 contains 215585 members 
Mstep: Class 8 contains 215391 members 
Mstep: Class 9 contains 32918 members 
Mstep: Class 10 contains 58657 members 
Mstep: Class 11 contains 22987 members 
Mstep: Class 12 contains 16092 members 
Mstep: Class 13 contains 11764 members 
Mstep: Class 14 contains 56807 members 
Mstep: Class 15 contains 39521 members 
Mstep: Class 16 contains 6388 members 
Mstep: Class 17 contains 15749 members 
Mstep: Class 18 contains 6022 members 
Mstep: Class 19 contains 163039 members 
Mstep: Class 20 contains 16438 members 
Mstep: Class 21 contains 16489 members 
Mstep: Class 22 contains 12808 members 
Mstep: Class 23 contains 226458 members 
Entering Unmasked Estep 
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Iteration 25Q: 23 clusters Score -1.02138e+08 nChanged 15560
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 25576 members 
Mstep: Class 3 contains 29091 members 
Mstep: Class 4 contains 22148 members 
Mstep: Class 5 contains 7951 members 
Mstep: Class 6 contains 200712 members 
Mstep: Class 7 contains 214194 members 
Mstep: Class 8 contains 215375 members 
Mstep: Class 9 contains 32809 members 
Mstep: Class 10 contains 56417 members 
Mstep: Class 11 contains 23108 members 
Mstep: Class 12 contains 16099 members 
Mstep: Class 13 contains 11658 members 
Mstep: Class 14 contains 56850 members 
Mstep: Class 15 contains 39228 members 
Mstep: Class 16 contains 6395 members 
Mstep: Class 17 contains 15625 members 
Mstep: Class 18 contains 6064 members 
Mstep: Class 19 contains 162309 members 
Mstep: Class 20 contains 16272 members 
Mstep: Class 21 contains 16635 members 
Mstep: Class 22 contains 12719 members 
Mstep: Class 23 contains 228757 members 
Entering Unmasked Estep 
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Iteration 26Q: 23 clusters Score -1.021412e+08 nChanged 13787
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 25417 members 
Mstep: Class 3 contains 29174 members 
Mstep: Class 4 contains 22794 members 
Mstep: Class 5 contains 7777 members 
Mstep: Class 6 contains 202669 members 
Mstep: Class 7 contains 212715 members 
Mstep: Class 8 contains 215368 members 
Mstep: Class 9 contains 32610 members 
Mstep: Class 10 contains 54133 members 
Mstep: Class 11 contains 23233 members 
Mstep: Class 12 contains 16125 members 
Mstep: Class 13 contains 11587 members 
Mstep: Class 14 contains 56834 members 
Mstep: Class 15 contains 39012 members 
Mstep: Class 16 contains 6414 members 
Mstep: Class 17 contains 15515 members 
Mstep: Class 18 contains 6109 members 
Mstep: Class 19 contains 161814 members 
Mstep: Class 20 contains 16088 members 
Mstep: Class 21 contains 16820 members 
Mstep: Class 22 contains 12634 members 
Mstep: Class 23 contains 231150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102143248.000000 Penalty: 77275.289062
Iteration 27Q: 23 clusters Score -1.021432e+08 nChanged 11905
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 25310 members 
Mstep: Class 3 contains 29190 members 
Mstep: Class 4 contains 23317 members 
Mstep: Class 5 contains 7579 members 
Mstep: Class 6 contains 204445 members 
Mstep: Class 7 contains 211237 members 
Mstep: Class 8 contains 215369 members 
Mstep: Class 9 contains 32343 members 
Mstep: Class 10 contains 51875 members 
Mstep: Class 11 contains 23372 members 
Mstep: Class 12 contains 16153 members 
Mstep: Class 13 contains 11511 members 
Mstep: Class 14 contains 56776 members 
Mstep: Class 15 contains 38853 members 
Mstep: Class 16 contains 6423 members 
Mstep: Class 17 contains 15434 members 
Mstep: Class 18 contains 6165 members 
Mstep: Class 19 contains 161346 members 
Mstep: Class 20 contains 15880 members 
Mstep: Class 21 contains 17080 members 
Mstep: Class 22 contains 12577 members 
Mstep: Class 23 contains 233757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102145856.000000 Penalty: 77275.289062
Iteration 28Q: 23 clusters Score -1.021459e+08 nChanged 10669
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 25210 members 
Mstep: Class 3 contains 29204 members 
Mstep: Class 4 contains 23775 members 
Mstep: Class 5 contains 7397 members 
Mstep: Class 6 contains 206087 members 
Mstep: Class 7 contains 209704 members 
Mstep: Class 8 contains 215374 members 
Mstep: Class 9 contains 32055 members 
Mstep: Class 10 contains 49635 members 
Mstep: Class 11 contains 23511 members 
Mstep: Class 12 contains 16184 members 
Mstep: Class 13 contains 11449 members 
Mstep: Class 14 contains 56646 members 
Mstep: Class 15 contains 38727 members 
Mstep: Class 16 contains 6430 members 
Mstep: Class 17 contains 15365 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 161004 members 
Mstep: Class 20 contains 15682 members 
Mstep: Class 21 contains 17428 members 
Mstep: Class 22 contains 12525 members 
Mstep: Class 23 contains 236390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102147416.000000 Penalty: 77275.289062
Iteration 29Q: 23 clusters Score -1.021474e+08 nChanged 9822
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 25124 members 
Mstep: Class 3 contains 29183 members 
Mstep: Class 4 contains 24179 members 
Mstep: Class 5 contains 7193 members 
Mstep: Class 6 contains 207602 members 
Mstep: Class 7 contains 208098 members 
Mstep: Class 8 contains 215368 members 
Mstep: Class 9 contains 31703 members 
Mstep: Class 10 contains 47458 members 
Mstep: Class 11 contains 23634 members 
Mstep: Class 12 contains 16219 members 
Mstep: Class 13 contains 11395 members 
Mstep: Class 14 contains 56473 members 
Mstep: Class 15 contains 38646 members 
Mstep: Class 16 contains 6455 members 
Mstep: Class 17 contains 15316 members 
Mstep: Class 18 contains 6254 members 
Mstep: Class 19 contains 160710 members 
Mstep: Class 20 contains 15465 members 
Mstep: Class 21 contains 17804 members 
Mstep: Class 22 contains 12493 members 
Mstep: Class 23 contains 239219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102149864.000000 Penalty: 77275.289062
Iteration 30Q: 23 clusters Score -1.021499e+08 nChanged 9161
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 25061 members 
Mstep: Class 3 contains 29141 members 
Mstep: Class 4 contains 24519 members 
Mstep: Class 5 contains 7023 members 
Mstep: Class 6 contains 208992 members 
Mstep: Class 7 contains 206453 members 
Mstep: Class 8 contains 215388 members 
Mstep: Class 9 contains 31333 members 
Mstep: Class 10 contains 45416 members 
Mstep: Class 11 contains 23739 members 
Mstep: Class 12 contains 16247 members 
Mstep: Class 13 contains 11337 members 
Mstep: Class 14 contains 56296 members 
Mstep: Class 15 contains 38569 members 
Mstep: Class 16 contains 6461 members 
Mstep: Class 17 contains 15278 members 
Mstep: Class 18 contains 6301 members 
Mstep: Class 19 contains 160439 members 
Mstep: Class 20 contains 15231 members 
Mstep: Class 21 contains 18247 members 
Mstep: Class 22 contains 12477 members 
Mstep: Class 23 contains 242043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102152040.000000 Penalty: 77275.289062
Iteration 31Q: 23 clusters Score -1.02152e+08 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 25090 members 
Mstep: Class 3 contains 29106 members 
Mstep: Class 4 contains 24788 members 
Mstep: Class 5 contains 6845 members 
Mstep: Class 6 contains 210313 members 
Mstep: Class 7 contains 204781 members 
Mstep: Class 8 contains 215403 members 
Mstep: Class 9 contains 30864 members 
Mstep: Class 10 contains 43605 members 
Mstep: Class 11 contains 23860 members 
Mstep: Class 12 contains 16285 members 
Mstep: Class 13 contains 11287 members 
Mstep: Class 14 contains 56117 members 
Mstep: Class 15 contains 38514 members 
Mstep: Class 16 contains 6482 members 
Mstep: Class 17 contains 15249 members 
Mstep: Class 18 contains 6344 members 
Mstep: Class 19 contains 160200 members 
Mstep: Class 20 contains 15011 members 
Mstep: Class 21 contains 18727 members 
Mstep: Class 22 contains 12452 members 
Mstep: Class 23 contains 244668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102153888.000000 Penalty: 77275.289062
Iteration 32Q: 23 clusters Score -1.021539e+08 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 25127 members 
Mstep: Class 3 contains 29034 members 
Mstep: Class 4 contains 25009 members 
Mstep: Class 5 contains 6685 members 
Mstep: Class 6 contains 211583 members 
Mstep: Class 7 contains 203238 members 
Mstep: Class 8 contains 215417 members 
Mstep: Class 9 contains 30376 members 
Mstep: Class 10 contains 42034 members 
Mstep: Class 11 contains 23998 members 
Mstep: Class 12 contains 16331 members 
Mstep: Class 13 contains 11229 members 
Mstep: Class 14 contains 55921 members 
Mstep: Class 15 contains 38507 members 
Mstep: Class 16 contains 6499 members 
Mstep: Class 17 contains 15223 members 
Mstep: Class 18 contains 6383 members 
Mstep: Class 19 contains 159935 members 
Mstep: Class 20 contains 14754 members 
Mstep: Class 21 contains 19242 members 
Mstep: Class 22 contains 12419 members 
Mstep: Class 23 contains 247047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102155392.000000 Penalty: 77275.289062
Iteration 33Q: 23 clusters Score -1.021554e+08 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 25174 members 
Mstep: Class 3 contains 28975 members 
Mstep: Class 4 contains 25199 members 
Mstep: Class 5 contains 6565 members 
Mstep: Class 6 contains 212716 members 
Mstep: Class 7 contains 201741 members 
Mstep: Class 8 contains 215446 members 
Mstep: Class 9 contains 29871 members 
Mstep: Class 10 contains 40817 members 
Mstep: Class 11 contains 24098 members 
Mstep: Class 12 contains 16390 members 
Mstep: Class 13 contains 11194 members 
Mstep: Class 14 contains 55747 members 
Mstep: Class 15 contains 38481 members 
Mstep: Class 16 contains 6510 members 
Mstep: Class 17 contains 15199 members 
Mstep: Class 18 contains 6436 members 
Mstep: Class 19 contains 159758 members 
Mstep: Class 20 contains 14490 members 
Mstep: Class 21 contains 19754 members 
Mstep: Class 22 contains 12398 members 
Mstep: Class 23 contains 249032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102156376.000000 Penalty: 77275.289062
Iteration 34Q: 23 clusters Score -1.021564e+08 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 25222 members 
Mstep: Class 3 contains 28945 members 
Mstep: Class 4 contains 25362 members 
Mstep: Class 5 contains 6455 members 
Mstep: Class 6 contains 213822 members 
Mstep: Class 7 contains 200359 members 
Mstep: Class 8 contains 215472 members 
Mstep: Class 9 contains 29365 members 
Mstep: Class 10 contains 39848 members 
Mstep: Class 11 contains 24178 members 
Mstep: Class 12 contains 16444 members 
Mstep: Class 13 contains 11153 members 
Mstep: Class 14 contains 55572 members 
Mstep: Class 15 contains 38479 members 
Mstep: Class 16 contains 6532 members 
Mstep: Class 17 contains 15190 members 
Mstep: Class 18 contains 6485 members 
Mstep: Class 19 contains 159576 members 
Mstep: Class 20 contains 14192 members 
Mstep: Class 21 contains 20273 members 
Mstep: Class 22 contains 12380 members 
Mstep: Class 23 contains 250687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102157376.000000 Penalty: 77275.289062
Iteration 35Q: 23 clusters Score -1.021574e+08 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 25294 members 
Mstep: Class 3 contains 28895 members 
Mstep: Class 4 contains 25495 members 
Mstep: Class 5 contains 6354 members 
Mstep: Class 6 contains 214954 members 
Mstep: Class 7 contains 199098 members 
Mstep: Class 8 contains 215489 members 
Mstep: Class 9 contains 28896 members 
Mstep: Class 10 contains 39103 members 
Mstep: Class 11 contains 24243 members 
Mstep: Class 12 contains 16495 members 
Mstep: Class 13 contains 11103 members 
Mstep: Class 14 contains 55435 members 
Mstep: Class 15 contains 38488 members 
Mstep: Class 16 contains 6548 members 
Mstep: Class 17 contains 15185 members 
Mstep: Class 18 contains 6538 members 
Mstep: Class 19 contains 159390 members 
Mstep: Class 20 contains 13879 members 
Mstep: Class 21 contains 20752 members 
Mstep: Class 22 contains 12368 members 
Mstep: Class 23 contains 251989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102158216.000000 Penalty: 77275.289062
Iteration 36Q: 23 clusters Score -1.021582e+08 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 25371 members 
Mstep: Class 3 contains 28861 members 
Mstep: Class 4 contains 25603 members 
Mstep: Class 5 contains 6269 members 
Mstep: Class 6 contains 216031 members 
Mstep: Class 7 contains 197903 members 
Mstep: Class 8 contains 215519 members 
Mstep: Class 9 contains 28454 members 
Mstep: Class 10 contains 38517 members 
Mstep: Class 11 contains 24292 members 
Mstep: Class 12 contains 16535 members 
Mstep: Class 13 contains 11068 members 
Mstep: Class 14 contains 55325 members 
Mstep: Class 15 contains 38498 members 
Mstep: Class 16 contains 6561 members 
Mstep: Class 17 contains 15178 members 
Mstep: Class 18 contains 6584 members 
Mstep: Class 19 contains 159214 members 
Mstep: Class 20 contains 13596 members 
Mstep: Class 21 contains 21240 members 
Mstep: Class 22 contains 12351 members 
Mstep: Class 23 contains 253021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102158848.000000 Penalty: 77275.289062
Iteration 37Q: 23 clusters Score -1.021588e+08 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 25436 members 
Mstep: Class 3 contains 28820 members 
Mstep: Class 4 contains 25712 members 
Mstep: Class 5 contains 6198 members 
Mstep: Class 6 contains 216986 members 
Mstep: Class 7 contains 196849 members 
Mstep: Class 8 contains 215547 members 
Mstep: Class 9 contains 28024 members 
Mstep: Class 10 contains 38020 members 
Mstep: Class 11 contains 24336 members 
Mstep: Class 12 contains 16571 members 
Mstep: Class 13 contains 11049 members 
Mstep: Class 14 contains 55216 members 
Mstep: Class 15 contains 38508 members 
Mstep: Class 16 contains 6573 members 
Mstep: Class 17 contains 15173 members 
Mstep: Class 18 contains 6626 members 
Mstep: Class 19 contains 159078 members 
Mstep: Class 20 contains 13331 members 
Mstep: Class 21 contains 21740 members 
Mstep: Class 22 contains 12328 members 
Mstep: Class 23 contains 253870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102159368.000000 Penalty: 77275.289062
Iteration 38Q: 23 clusters Score -1.021594e+08 nChanged 4261
Entering ConstructFrom: 
Score: -102159368.000000 Penalty: 77275.289062
Entering ConstructFrom: 
Trying to split cluster 2 (25505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Entering Unmasked Estep 
Score: -1868302.125000 Penalty: 2516.364014
	Iteration 0F: 2 clusters Score -1868302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1850673.000000 Penalty: 5032.728027
	Iteration 0F: 3 clusters Score -1850673 nChanged 11358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1857399.250000 Penalty: 5032.728027
	Iteration 1F: 3 clusters Score -1857399 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1858860.375000 Penalty: 5032.728027
	Iteration 2F: 3 clusters Score -1858860 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1860510.875000 Penalty: 5032.728027
	Iteration 3F: 3 clusters Score -1860511 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1862179.875000 Penalty: 5032.728027
	Iteration 4F: 3 clusters Score -1862180 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1863900.250000 Penalty: 5032.728027
	Iteration 5F: 3 clusters Score -1863900 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -1865322.125000 Penalty: 5032.728027
	Iteration 6F: 3 clusters Score -1865322 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -1866406.125000 Penalty: 5032.728027
	Iteration 7F: 3 clusters Score -1866406 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -1867129.875000 Penalty: 5032.728027
	Iteration 8Q: 3 clusters Score -1867130 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -1867602.250000 Penalty: 5032.728027
	Iteration 9Q: 3 clusters Score -1867602 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -1867950.500000 Penalty: 5032.728027
	Iteration 10Q: 3 clusters Score -1867950 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -1868230.000000 Penalty: 5032.728027
	Iteration 11Q: 3 clusters Score -1868230 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -1868458.500000 Penalty: 5032.728027
	Iteration 12Q: 3 clusters Score -1868458 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -1868641.000000 Penalty: 5032.728027
	Iteration 13Q: 3 clusters Score -1868641 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -1868799.625000 Penalty: 5032.728027
	Iteration 14Q: 3 clusters Score -1868800 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -1868958.500000 Penalty: 5032.728027
	Iteration 15Q: 3 clusters Score -1868958 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -1869124.375000 Penalty: 5032.728027
	Iteration 16Q: 3 clusters Score -1869124 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -1869280.125000 Penalty: 5032.728027
	Iteration 17Q: 3 clusters Score -1869280 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -1869407.125000 Penalty: 5032.728027
	Iteration 18Q: 3 clusters Score -1869407 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -1869530.250000 Penalty: 5032.728027
	Iteration 19Q: 3 clusters Score -1869530 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -1869676.625000 Penalty: 5032.728027
	Iteration 20F: 3 clusters Score -1869677 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -1869819.750000 Penalty: 5032.728027
	Iteration 21Q: 3 clusters Score -1869820 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -1869950.750000 Penalty: 5032.728027
	Iteration 22Q: 3 clusters Score -1869951 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -1870033.750000 Penalty: 5032.728027
	Iteration 23Q: 3 clusters Score -1870034 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -1870081.625000 Penalty: 5032.728027
	Iteration 24Q: 3 clusters Score -1870082 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -1870129.250000 Penalty: 5032.728027
	Iteration 25Q: 3 clusters Score -1870129 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -1870145.000000 Penalty: 5032.728027
	Iteration 26Q: 3 clusters Score -1870145 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -1870162.875000 Penalty: 5032.728027
	Iteration 27Q: 3 clusters Score -1870163 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -1870166.375000 Penalty: 5032.728027
	Iteration 28Q: 3 clusters Score -1870166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -1870179.250000 Penalty: 5032.728027
	Iteration 29Q: 3 clusters Score -1870179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -1870186.375000 Penalty: 5032.728027
	Iteration 30Q: 3 clusters Score -1870186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -1870195.250000 Penalty: 5032.728027
	Iteration 31Q: 3 clusters Score -1870195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -1870195.625000 Penalty: 5032.728027
	Iteration 32Q: 3 clusters Score -1870196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -1870199.500000 Penalty: 5032.728027
	Iteration 33Q: 3 clusters Score -1870200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -1870195.875000 Penalty: 5032.728027
	Iteration 34Q: 3 clusters Score -1870196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -1870200.875000 Penalty: 5032.728027
	Iteration 35Q: 3 clusters Score -1870201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -1870205.875000 Penalty: 5032.728027
	Iteration 36Q: 3 clusters Score -1870206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -1870214.375000 Penalty: 5032.728027
	Iteration 37Q: 3 clusters Score -1870214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -1870219.250000 Penalty: 5032.728027
	Iteration 38Q: 3 clusters Score -1870219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -1870227.500000 Penalty: 5032.728027
	Iteration 39Q: 3 clusters Score -1870228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -1870241.250000 Penalty: 5032.728027
	Iteration 40F: 3 clusters Score -1870241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -1870261.625000 Penalty: 5032.728027
	Iteration 41Q: 3 clusters Score -1870262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -1870281.000000 Penalty: 5032.728027
	Iteration 42Q: 3 clusters Score -1870281 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -1870298.000000 Penalty: 5032.728027
	Iteration 43Q: 3 clusters Score -1870298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -1870333.500000 Penalty: 5032.728027
	Iteration 44Q: 3 clusters Score -1870334 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -1870395.250000 Penalty: 5032.728027
	Iteration 45Q: 3 clusters Score -1870395 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -1870525.750000 Penalty: 5032.728027
	Iteration 46Q: 3 clusters Score -1870526 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -1870687.375000 Penalty: 5032.728027
	Iteration 47Q: 3 clusters Score -1870687 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -1870742.125000 Penalty: 5032.728027
	Iteration 48Q: 3 clusters Score -1870742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -1870744.375000 Penalty: 5032.728027
	Iteration 49Q: 3 clusters Score -1870744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -1870749.625000 Penalty: 5032.728027
	Iteration 50Q: 3 clusters Score -1870750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -1870745.125000 Penalty: 5032.728027
	Iteration 51Q: 3 clusters Score -1870745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -1870748.000000 Penalty: 5032.728027
	Iteration 52Q: 3 clusters Score -1870748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -1870747.375000 Penalty: 5032.728027
	Iteration 53Q: 3 clusters Score -1870747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -1870747.375000 Penalty: 5032.728027
	Iteration 54F: 3 clusters Score -1870747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1789 members 
Mstep: Class 3 contains 28769 members 
Mstep: Class 4 contains 25774 members 
Mstep: Class 5 contains 6129 members 
Mstep: Class 6 contains 217897 members 
Mstep: Class 7 contains 195867 members 
Mstep: Class 8 contains 215568 members 
Mstep: Class 9 contains 27625 members 
Mstep: Class 10 contains 37641 members 
Mstep: Class 11 contains 24364 members 
Mstep: Class 12 contains 16605 members 
Mstep: Class 13 contains 11033 members 
Mstep: Class 14 contains 55136 members 
Mstep: Class 15 contains 38502 members 
Mstep: Class 16 contains 6587 members 
Mstep: Class 17 contains 15171 members 
Mstep: Class 18 contains 6667 members 
Mstep: Class 19 contains 158965 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 22218 members 
Mstep: Class 22 contains 12297 members 
Mstep: Class 23 contains 254563 members 
Entering Unmasked Estep 
Score: -102161672.000000 Penalty: 80787.804688
Splitting cluster 2 changes total score from -102159368.000000 to -102161672.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 3 (28769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Entering Unmasked Estep 
Score: -2092578.000000 Penalty: 2546.229248
	Iteration 0F: 2 clusters Score -2092578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2072934.750000 Penalty: 5092.458496
	Iteration 0F: 3 clusters Score -2072935 nChanged 13033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2082287.875000 Penalty: 5092.458496
	Iteration 1F: 3 clusters Score -2082288 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2084736.625000 Penalty: 5092.458496
	Iteration 2F: 3 clusters Score -2084737 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2087166.750000 Penalty: 5092.458496
	Iteration 3F: 3 clusters Score -2087167 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2089540.500000 Penalty: 5092.458496
	Iteration 4F: 3 clusters Score -2089540 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2091504.625000 Penalty: 5092.458496
	Iteration 5F: 3 clusters Score -2091505 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2092886.875000 Penalty: 5092.458496
	Iteration 6F: 3 clusters Score -2092887 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2093705.625000 Penalty: 5092.458496
	Iteration 7Q: 3 clusters Score -2093706 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2094240.250000 Penalty: 5092.458496
	Iteration 8Q: 3 clusters Score -2094240 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2094548.375000 Penalty: 5092.458496
	Iteration 9Q: 3 clusters Score -2094548 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2094717.750000 Penalty: 5092.458496
	Iteration 10Q: 3 clusters Score -2094718 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2094880.750000 Penalty: 5092.458496
	Iteration 11Q: 3 clusters Score -2094881 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2095005.375000 Penalty: 5092.458496
	Iteration 12Q: 3 clusters Score -2095005 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2095133.375000 Penalty: 5092.458496
	Iteration 13Q: 3 clusters Score -2095133 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2095292.500000 Penalty: 5092.458496
	Iteration 14Q: 3 clusters Score -2095292 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2095503.875000 Penalty: 5092.458496
	Iteration 15Q: 3 clusters Score -2095504 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2095745.250000 Penalty: 5092.458496
	Iteration 16Q: 3 clusters Score -2095745 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2096001.000000 Penalty: 5092.458496
	Iteration 17Q: 3 clusters Score -2096001 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2096240.625000 Penalty: 5092.458496
	Iteration 18Q: 3 clusters Score -2096241 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2096459.375000 Penalty: 5092.458496
	Iteration 19Q: 3 clusters Score -2096459 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2096701.500000 Penalty: 5092.458496
	Iteration 20F: 3 clusters Score -2096702 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2096907.250000 Penalty: 5092.458496
	Iteration 21Q: 3 clusters Score -2096907 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2097063.750000 Penalty: 5092.458496
	Iteration 22Q: 3 clusters Score -2097064 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2097251.250000 Penalty: 5092.458496
	Iteration 23Q: 3 clusters Score -2097251 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2097464.750000 Penalty: 5092.458496
	Iteration 24Q: 3 clusters Score -2097465 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2097718.000000 Penalty: 5092.458496
	Iteration 25Q: 3 clusters Score -2097718 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2098005.750000 Penalty: 5092.458496
	Iteration 26Q: 3 clusters Score -2098006 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2098267.000000 Penalty: 5092.458496
	Iteration 27Q: 3 clusters Score -2098267 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2098481.500000 Penalty: 5092.458496
	Iteration 28Q: 3 clusters Score -2098482 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2098602.500000 Penalty: 5092.458496
	Iteration 29Q: 3 clusters Score -2098602 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2098703.500000 Penalty: 5092.458496
	Iteration 30Q: 3 clusters Score -2098704 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2098761.750000 Penalty: 5092.458496
	Iteration 31Q: 3 clusters Score -2098762 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2098803.750000 Penalty: 5092.458496
	Iteration 32Q: 3 clusters Score -2098804 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2098823.750000 Penalty: 5092.458496
	Iteration 33Q: 3 clusters Score -2098824 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2098836.000000 Penalty: 5092.458496
	Iteration 34Q: 3 clusters Score -2098836 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2098851.750000 Penalty: 5092.458496
	Iteration 35Q: 3 clusters Score -2098852 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2098859.250000 Penalty: 5092.458496
	Iteration 36Q: 3 clusters Score -2098859 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2098867.750000 Penalty: 5092.458496
	Iteration 37Q: 3 clusters Score -2098868 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2098881.500000 Penalty: 5092.458496
	Iteration 38Q: 3 clusters Score -2098882 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2098883.250000 Penalty: 5092.458496
	Iteration 39Q: 3 clusters Score -2098883 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2098905.750000 Penalty: 5092.458496
	Iteration 40F: 3 clusters Score -2098906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2098918.250000 Penalty: 5092.458496
	Iteration 41Q: 3 clusters Score -2098918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2098915.250000 Penalty: 5092.458496
	Iteration 42Q: 3 clusters Score -2098915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2098913.250000 Penalty: 5092.458496
	Iteration 43Q: 3 clusters Score -2098913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2098914.250000 Penalty: 5092.458496
	Iteration 44Q: 3 clusters Score -2098914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2098916.500000 Penalty: 5092.458496
	Iteration 45Q: 3 clusters Score -2098916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2098925.500000 Penalty: 5092.458496
	Iteration 46Q: 3 clusters Score -2098926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2098927.250000 Penalty: 5092.458496
	Iteration 47Q: 3 clusters Score -2098927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2098926.750000 Penalty: 5092.458496
	Iteration 48Q: 3 clusters Score -2098927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2098929.000000 Penalty: 5092.458496
	Iteration 49Q: 3 clusters Score -2098929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2098927.750000 Penalty: 5092.458496
	Iteration 50Q: 3 clusters Score -2098928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2098933.500000 Penalty: 5092.458496
	Iteration 51Q: 3 clusters Score -2098934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2098929.250000 Penalty: 5092.458496
	Iteration 52Q: 3 clusters Score -2098929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2098930.000000 Penalty: 5092.458496
	Iteration 53Q: 3 clusters Score -2098930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2098928.750000 Penalty: 5092.458496
	Iteration 54Q: 3 clusters Score -2098929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2098926.750000 Penalty: 5092.458496
	Iteration 55Q: 3 clusters Score -2098927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2098923.750000 Penalty: 5092.458496
	Iteration 56Q: 3 clusters Score -2098924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2098927.500000 Penalty: 5092.458496
	Iteration 57Q: 3 clusters Score -2098928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2098926.250000 Penalty: 5092.458496
	Iteration 58Q: 3 clusters Score -2098926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2098926.500000 Penalty: 5092.458496
	Iteration 59Q: 3 clusters Score -2098926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2098926.000000 Penalty: 5092.458496
	Iteration 60F: 3 clusters Score -2098926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2098928.000000 Penalty: 5092.458496
	Iteration 61Q: 3 clusters Score -2098928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2098928.000000 Penalty: 5092.458496
	Iteration 62Q: 3 clusters Score -2098928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2098926.500000 Penalty: 5092.458496
	Iteration 63Q: 3 clusters Score -2098926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2098925.250000 Penalty: 5092.458496
	Iteration 64Q: 3 clusters Score -2098925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2098928.000000 Penalty: 5092.458496
	Iteration 65Q: 3 clusters Score -2098928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2098927.250000 Penalty: 5092.458496
	Iteration 66Q: 3 clusters Score -2098927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2098928.500000 Penalty: 5092.458496
	Iteration 67Q: 3 clusters Score -2098928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2098931.250000 Penalty: 5092.458496
	Iteration 68Q: 3 clusters Score -2098931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2098931.750000 Penalty: 5092.458496
	Iteration 69Q: 3 clusters Score -2098932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2098932.000000 Penalty: 5092.458496
	Iteration 70Q: 3 clusters Score -2098932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2098932.000000 Penalty: 5092.458496
	Iteration 71F: 3 clusters Score -2098932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1789 members 
Mstep: Class 3 contains 17414 members 
Mstep: Class 4 contains 25774 members 
Mstep: Class 5 contains 6129 members 
Mstep: Class 6 contains 217897 members 
Mstep: Class 7 contains 195867 members 
Mstep: Class 8 contains 215568 members 
Mstep: Class 9 contains 27625 members 
Mstep: Class 10 contains 37641 members 
Mstep: Class 11 contains 24364 members 
Mstep: Class 12 contains 16605 members 
Mstep: Class 13 contains 11033 members 
Mstep: Class 14 contains 55136 members 
Mstep: Class 15 contains 38502 members 
Mstep: Class 16 contains 6587 members 
Mstep: Class 17 contains 15171 members 
Mstep: Class 18 contains 6667 members 
Mstep: Class 19 contains 158965 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 22218 members 
Mstep: Class 22 contains 12297 members 
Mstep: Class 23 contains 254563 members 
Mstep: Class 24 contains 11355 members 
Entering Unmasked Estep 
Score: -102166984.000000 Penalty: 84300.320312
Splitting cluster 3 changes total score from -102159368.000000 to -102166984.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 4 (25774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Entering Unmasked Estep 
Score: -1891986.500000 Penalty: 2518.966064
	Iteration 0F: 2 clusters Score -1891986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1874226.500000 Penalty: 5037.932129
	Iteration 0F: 3 clusters Score -1874226 nChanged 11576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1881306.500000 Penalty: 5037.932129
	Iteration 1F: 3 clusters Score -1881306 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1883442.000000 Penalty: 5037.932129
	Iteration 2F: 3 clusters Score -1883442 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1886608.250000 Penalty: 5037.932129
	Iteration 3F: 3 clusters Score -1886608 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1889479.500000 Penalty: 5037.932129
	Iteration 4F: 3 clusters Score -1889480 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1891082.625000 Penalty: 5037.932129
	Iteration 5F: 3 clusters Score -1891083 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1891778.250000 Penalty: 5037.932129
	Iteration 6Q: 3 clusters Score -1891778 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1892091.375000 Penalty: 5037.932129
	Iteration 7Q: 3 clusters Score -1892091 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1892254.375000 Penalty: 5037.932129
	Iteration 8Q: 3 clusters Score -1892254 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1892383.875000 Penalty: 5037.932129
	Iteration 9Q: 3 clusters Score -1892384 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1892470.375000 Penalty: 5037.932129
	Iteration 10Q: 3 clusters Score -1892470 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1892524.375000 Penalty: 5037.932129
	Iteration 11Q: 3 clusters Score -1892524 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1892580.375000 Penalty: 5037.932129
	Iteration 12Q: 3 clusters Score -1892580 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1892632.000000 Penalty: 5037.932129
	Iteration 13Q: 3 clusters Score -1892632 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1892673.375000 Penalty: 5037.932129
	Iteration 14Q: 3 clusters Score -1892673 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1892713.500000 Penalty: 5037.932129
	Iteration 15Q: 3 clusters Score -1892714 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1892737.375000 Penalty: 5037.932129
	Iteration 16Q: 3 clusters Score -1892737 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1892761.375000 Penalty: 5037.932129
	Iteration 17Q: 3 clusters Score -1892761 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1892783.625000 Penalty: 5037.932129
	Iteration 18Q: 3 clusters Score -1892784 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1892801.375000 Penalty: 5037.932129
	Iteration 19Q: 3 clusters Score -1892801 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1892823.875000 Penalty: 5037.932129
	Iteration 20F: 3 clusters Score -1892824 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1892829.625000 Penalty: 5037.932129
	Iteration 21Q: 3 clusters Score -1892830 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1892844.625000 Penalty: 5037.932129
	Iteration 22Q: 3 clusters Score -1892845 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1892852.250000 Penalty: 5037.932129
	Iteration 23Q: 3 clusters Score -1892852 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1892857.000000 Penalty: 5037.932129
	Iteration 24Q: 3 clusters Score -1892857 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1892872.000000 Penalty: 5037.932129
	Iteration 25Q: 3 clusters Score -1892872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1892879.625000 Penalty: 5037.932129
	Iteration 26Q: 3 clusters Score -1892880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1892885.625000 Penalty: 5037.932129
	Iteration 27Q: 3 clusters Score -1892886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1892896.625000 Penalty: 5037.932129
	Iteration 28Q: 3 clusters Score -1892897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1892900.625000 Penalty: 5037.932129
	Iteration 29Q: 3 clusters Score -1892901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1892903.750000 Penalty: 5037.932129
	Iteration 30Q: 3 clusters Score -1892904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1892907.125000 Penalty: 5037.932129
	Iteration 31Q: 3 clusters Score -1892907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1892916.000000 Penalty: 5037.932129
	Iteration 32Q: 3 clusters Score -1892916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1892922.500000 Penalty: 5037.932129
	Iteration 33Q: 3 clusters Score -1892922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1892927.875000 Penalty: 5037.932129
	Iteration 34Q: 3 clusters Score -1892928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1892934.250000 Penalty: 5037.932129
	Iteration 35Q: 3 clusters Score -1892934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1892941.000000 Penalty: 5037.932129
	Iteration 36Q: 3 clusters Score -1892941 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1892951.750000 Penalty: 5037.932129
	Iteration 37Q: 3 clusters Score -1892952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1892957.625000 Penalty: 5037.932129
	Iteration 38Q: 3 clusters Score -1892958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1892961.375000 Penalty: 5037.932129
	Iteration 39Q: 3 clusters Score -1892961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1892960.500000 Penalty: 5037.932129
	Iteration 40F: 3 clusters Score -1892960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1892966.125000 Penalty: 5037.932129
	Iteration 41Q: 3 clusters Score -1892966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1892967.250000 Penalty: 5037.932129
	Iteration 42Q: 3 clusters Score -1892967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1892968.875000 Penalty: 5037.932129
	Iteration 43Q: 3 clusters Score -1892969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1892968.875000 Penalty: 5037.932129
	Iteration 44Q: 3 clusters Score -1892969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1892971.625000 Penalty: 5037.932129
	Iteration 45Q: 3 clusters Score -1892972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1892970.125000 Penalty: 5037.932129
	Iteration 46Q: 3 clusters Score -1892970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1892973.125000 Penalty: 5037.932129
	Iteration 47Q: 3 clusters Score -1892973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1892974.750000 Penalty: 5037.932129
	Iteration 48Q: 3 clusters Score -1892975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1892976.750000 Penalty: 5037.932129
	Iteration 49Q: 3 clusters Score -1892977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1892977.875000 Penalty: 5037.932129
	Iteration 50Q: 3 clusters Score -1892978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1892980.750000 Penalty: 5037.932129
	Iteration 51Q: 3 clusters Score -1892981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1892980.750000 Penalty: 5037.932129
	Iteration 52Q: 3 clusters Score -1892981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1892983.000000 Penalty: 5037.932129
	Iteration 53Q: 3 clusters Score -1892983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1892983.000000 Penalty: 5037.932129
	Iteration 54F: 3 clusters Score -1892983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1789 members 
Mstep: Class 3 contains 17414 members 
Mstep: Class 4 contains 24008 members 
Mstep: Class 5 contains 6129 members 
Mstep: Class 6 contains 217897 members 
Mstep: Class 7 contains 195867 members 
Mstep: Class 8 contains 215568 members 
Mstep: Class 9 contains 27625 members 
Mstep: Class 10 contains 37641 members 
Mstep: Class 11 contains 24364 members 
Mstep: Class 12 contains 16605 members 
Mstep: Class 13 contains 11033 members 
Mstep: Class 14 contains 55136 members 
Mstep: Class 15 contains 38502 members 
Mstep: Class 16 contains 6587 members 
Mstep: Class 17 contains 15171 members 
Mstep: Class 18 contains 6667 members 
Mstep: Class 19 contains 158965 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 22218 members 
Mstep: Class 22 contains 12297 members 
Mstep: Class 23 contains 254563 members 
Mstep: Class 24 contains 11355 members 
Mstep: Class 25 contains 1766 members 
Entering Unmasked Estep 
Score: -102166792.000000 Penalty: 87812.828125
Splitting cluster 4 changes total score from -102159368.000000 to -102166792.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 5 (6129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Entering Unmasked Estep 
Score: -423252.093750 Penalty: 2162.755127
	Iteration 0F: 2 clusters Score -423252.1 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 3113 members 
Entering Unmasked Estep 
Score: -418067.593750 Penalty: 4325.510254
	Iteration 0F: 3 clusters Score -418067.6 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -420273.000000 Penalty: 4325.510254
	Iteration 1F: 3 clusters Score -420273 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -422147.562500 Penalty: 4325.510254
	Iteration 2F: 3 clusters Score -422147.6 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -423511.812500 Penalty: 4325.510254
	Iteration 3F: 3 clusters Score -423511.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -424208.656250 Penalty: 4325.510254
	Iteration 4F: 3 clusters Score -424208.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -424613.968750 Penalty: 4325.510254
	Iteration 5F: 3 clusters Score -424614 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -424836.500000 Penalty: 4325.510254
	Iteration 6Q: 3 clusters Score -424836.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -424955.437500 Penalty: 4325.510254
	Iteration 7Q: 3 clusters Score -424955.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -425014.250000 Penalty: 4325.510254
	Iteration 8Q: 3 clusters Score -425014.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -425058.468750 Penalty: 4325.510254
	Iteration 9Q: 3 clusters Score -425058.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -425092.343750 Penalty: 4325.510254
	Iteration 10Q: 3 clusters Score -425092.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -425117.406250 Penalty: 4325.510254
	Iteration 11Q: 3 clusters Score -425117.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -425143.812500 Penalty: 4325.510254
	Iteration 12Q: 3 clusters Score -425143.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -425177.000000 Penalty: 4325.510254
	Iteration 13Q: 3 clusters Score -425177 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -425212.812500 Penalty: 4325.510254
	Iteration 14Q: 3 clusters Score -425212.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -425256.468750 Penalty: 4325.510254
	Iteration 15Q: 3 clusters Score -425256.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -425290.375000 Penalty: 4325.510254
	Iteration 16Q: 3 clusters Score -425290.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -425312.906250 Penalty: 4325.510254
	Iteration 17Q: 3 clusters Score -425312.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -425329.250000 Penalty: 4325.510254
	Iteration 18Q: 3 clusters Score -425329.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -425339.468750 Penalty: 4325.510254
	Iteration 19Q: 3 clusters Score -425339.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -425343.906250 Penalty: 4325.510254
	Iteration 20F: 3 clusters Score -425343.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -425350.281250 Penalty: 4325.510254
	Iteration 21Q: 3 clusters Score -425350.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -425353.437500 Penalty: 4325.510254
	Iteration 22Q: 3 clusters Score -425353.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -425354.875000 Penalty: 4325.510254
	Iteration 23Q: 3 clusters Score -425354.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -425358.062500 Penalty: 4325.510254
	Iteration 24Q: 3 clusters Score -425358.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -425359.156250 Penalty: 4325.510254
	Iteration 25Q: 3 clusters Score -425359.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -425360.031250 Penalty: 4325.510254
	Iteration 26Q: 3 clusters Score -425360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -425361.687500 Penalty: 4325.510254
	Iteration 27Q: 3 clusters Score -425361.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -425361.718750 Penalty: 4325.510254
	Iteration 28Q: 3 clusters Score -425361.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -425361.718750 Penalty: 4325.510254
	Iteration 29F: 3 clusters Score -425361.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1789 members 
Mstep: Class 3 contains 17414 members 
Mstep: Class 4 contains 24008 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 217897 members 
Mstep: Class 7 contains 195867 members 
Mstep: Class 8 contains 215568 members 
Mstep: Class 9 contains 27625 members 
Mstep: Class 10 contains 37641 members 
Mstep: Class 11 contains 24364 members 
Mstep: Class 12 contains 16605 members 
Mstep: Class 13 contains 11033 members 
Mstep: Class 14 contains 55136 members 
Mstep: Class 15 contains 38502 members 
Mstep: Class 16 contains 6587 members 
Mstep: Class 17 contains 15171 members 
Mstep: Class 18 contains 6667 members 
Mstep: Class 19 contains 158965 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 22218 members 
Mstep: Class 22 contains 12297 members 
Mstep: Class 23 contains 254563 members 
Mstep: Class 24 contains 11355 members 
Mstep: Class 25 contains 1766 members 
Mstep: Class 26 contains 3431 members 
Entering Unmasked Estep 
Score: -102167752.000000 Penalty: 91325.343750
Splitting cluster 5 changes total score from -102159368.000000 to -102167752.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 6 (217897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217897 members 
Entering Unmasked Estep 
Score: -16735747.000000 Penalty: 3048.360840
	Iteration 0F: 2 clusters Score -1.673575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108612 members 
Mstep: Class 2 contains 109285 members 
Entering Unmasked Estep 
Score: -16589029.000000 Penalty: 6096.721680
	Iteration 0F: 3 clusters Score -1.658903e+07 nChanged 105057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102131 members 
Mstep: Class 2 contains 115766 members 
Entering Unmasked Estep 
Score: -16651176.000000 Penalty: 6096.721680
	Iteration 1F: 3 clusters Score -1.665118e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98360 members 
Mstep: Class 2 contains 119537 members 
Entering Unmasked Estep 
Score: -16652536.000000 Penalty: 6096.721680
	Iteration 2Q: 3 clusters Score -1.665254e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92295 members 
Mstep: Class 2 contains 125602 members 
Entering Unmasked Estep 
Score: -16654701.000000 Penalty: 6096.721680
	Iteration 3Q: 3 clusters Score -1.66547e+07 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82901 members 
Mstep: Class 2 contains 134996 members 
Entering Unmasked Estep 
Score: -16659121.000000 Penalty: 6096.721680
	Iteration 4Q: 3 clusters Score -1.665912e+07 nChanged 14062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68947 members 
Mstep: Class 2 contains 148950 members 
Entering Unmasked Estep 
Score: -16667757.000000 Penalty: 6096.721680
	Iteration 5F: 3 clusters Score -1.666776e+07 nChanged 19068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 168006 members 
Entering Unmasked Estep 
Score: -16683447.000000 Penalty: 6096.721680
	Iteration 6F: 3 clusters Score -1.668345e+07 nChanged 21471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 189475 members 
Entering Unmasked Estep 
Score: -16704482.000000 Penalty: 6096.721680
	Iteration 7F: 3 clusters Score -1.670448e+07 nChanged 16852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 206327 members 
Entering Unmasked Estep 
Score: -16721708.000000 Penalty: 6096.721680
	Iteration 8F: 3 clusters Score -1.672171e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 214494 members 
Entering Unmasked Estep 
Score: -16729758.000000 Penalty: 6096.721680
	Iteration 9Q: 3 clusters Score -1.672976e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 216956 members 
Entering Unmasked Estep 
Score: -16732071.000000 Penalty: 6096.721680
	Iteration 10Q: 3 clusters Score -1.673207e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 217519 members 
Entering Unmasked Estep 
Score: -16732688.000000 Penalty: 6096.721680
	Iteration 11Q: 3 clusters Score -1.673269e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 217608 members 
Entering Unmasked Estep 
Score: -16732881.000000 Penalty: 6096.721680
	Iteration 12Q: 3 clusters Score -1.673288e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 217646 members 
Entering Unmasked Estep 
Score: -16732953.000000 Penalty: 6096.721680
	Iteration 13Q: 3 clusters Score -1.673295e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 217667 members 
Entering Unmasked Estep 
Score: -16733008.000000 Penalty: 6096.721680
	Iteration 14Q: 3 clusters Score -1.673301e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 217671 members 
Entering Unmasked Estep 
Score: -16733040.000000 Penalty: 6096.721680
	Iteration 15Q: 3 clusters Score -1.673304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 217674 members 
Entering Unmasked Estep 
Score: -16733073.000000 Penalty: 6096.721680
	Iteration 16Q: 3 clusters Score -1.673307e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 217675 members 
Entering Unmasked Estep 
Score: -16733099.000000 Penalty: 6096.721680
	Iteration 17Q: 3 clusters Score -1.67331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 217679 members 
Entering Unmasked Estep 
Score: -16733100.000000 Penalty: 6096.721680
	Iteration 18Q: 3 clusters Score -1.67331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 217679 members 
Entering Unmasked Estep 
Score: -16733113.000000 Penalty: 6096.721680
	Iteration 19Q: 3 clusters Score -1.673311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 217680 members 
Entering Unmasked Estep 
Score: -16733118.000000 Penalty: 6096.721680
	Iteration 20F: 3 clusters Score -1.673312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 217679 members 
Entering Unmasked Estep 
Score: -16733121.000000 Penalty: 6096.721680
	Iteration 21Q: 3 clusters Score -1.673312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 217679 members 
Entering Unmasked Estep 
Score: -16733121.000000 Penalty: 6096.721680
	Iteration 22F: 3 clusters Score -1.673312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (195867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195867 members 
Entering Unmasked Estep 
Score: -14747434.000000 Penalty: 3021.927490
	Iteration 0F: 2 clusters Score -1.474743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98081 members 
Mstep: Class 2 contains 97786 members 
Entering Unmasked Estep 
Score: -14616133.000000 Penalty: 6043.854980
	Iteration 0F: 3 clusters Score -1.461613e+07 nChanged 94075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101280 members 
Mstep: Class 2 contains 94587 members 
Entering Unmasked Estep 
Score: -14670987.000000 Penalty: 6043.854980
	Iteration 1F: 3 clusters Score -1.467099e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103156 members 
Mstep: Class 2 contains 92711 members 
Entering Unmasked Estep 
Score: -14672476.000000 Penalty: 6043.854980
	Iteration 2Q: 3 clusters Score -1.467248e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106099 members 
Mstep: Class 2 contains 89768 members 
Entering Unmasked Estep 
Score: -14674503.000000 Penalty: 6043.854980
	Iteration 3Q: 3 clusters Score -1.46745e+07 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110627 members 
Mstep: Class 2 contains 85240 members 
Entering Unmasked Estep 
Score: -14677547.000000 Penalty: 6043.854980
	Iteration 4Q: 3 clusters Score -1.467755e+07 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117338 members 
Mstep: Class 2 contains 78529 members 
Entering Unmasked Estep 
Score: -14682781.000000 Penalty: 6043.854980
	Iteration 5F: 3 clusters Score -1.468278e+07 nChanged 12423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126743 members 
Mstep: Class 2 contains 69124 members 
Entering Unmasked Estep 
Score: -14691279.000000 Penalty: 6043.854980
	Iteration 6F: 3 clusters Score -1.469128e+07 nChanged 14398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138297 members 
Mstep: Class 2 contains 57570 members 
Entering Unmasked Estep 
Score: -14703365.000000 Penalty: 6043.854980
	Iteration 7F: 3 clusters Score -1.470336e+07 nChanged 14065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149820 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -14716414.000000 Penalty: 6043.854980
	Iteration 8F: 3 clusters Score -1.471641e+07 nChanged 11075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158427 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -14726910.000000 Penalty: 6043.854980
	Iteration 9F: 3 clusters Score -1.472691e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163889 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -14733458.000000 Penalty: 6043.854980
	Iteration 10Q: 3 clusters Score -1.473346e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167653 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -14737802.000000 Penalty: 6043.854980
	Iteration 11Q: 3 clusters Score -1.47378e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170241 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -14740930.000000 Penalty: 6043.854980
	Iteration 12Q: 3 clusters Score -1.474093e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171920 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -14742907.000000 Penalty: 6043.854980
	Iteration 13Q: 3 clusters Score -1.474291e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172973 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -14744180.000000 Penalty: 6043.854980
	Iteration 14Q: 3 clusters Score -1.474418e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173682 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -14744849.000000 Penalty: 6043.854980
	Iteration 15Q: 3 clusters Score -1.474485e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174198 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -14745257.000000 Penalty: 6043.854980
	Iteration 16Q: 3 clusters Score -1.474526e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174570 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -14745457.000000 Penalty: 6043.854980
	Iteration 17Q: 3 clusters Score -1.474546e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174824 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -14745560.000000 Penalty: 6043.854980
	Iteration 18Q: 3 clusters Score -1.474556e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175044 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -14745627.000000 Penalty: 6043.854980
	Iteration 19Q: 3 clusters Score -1.474563e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175261 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -14745640.000000 Penalty: 6043.854980
	Iteration 20F: 3 clusters Score -1.474564e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175422 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -14745678.000000 Penalty: 6043.854980
	Iteration 21Q: 3 clusters Score -1.474568e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175593 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -14745701.000000 Penalty: 6043.854980
	Iteration 22Q: 3 clusters Score -1.47457e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175743 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -14745693.000000 Penalty: 6043.854980
	Iteration 23Q: 3 clusters Score -1.474569e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175907 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -14745713.000000 Penalty: 6043.854980
	Iteration 24Q: 3 clusters Score -1.474571e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176050 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -14745726.000000 Penalty: 6043.854980
	Iteration 25Q: 3 clusters Score -1.474573e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176174 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -14745760.000000 Penalty: 6043.854980
	Iteration 26Q: 3 clusters Score -1.474576e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176296 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -14745767.000000 Penalty: 6043.854980
	Iteration 27Q: 3 clusters Score -1.474577e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176424 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -14745759.000000 Penalty: 6043.854980
	Iteration 28Q: 3 clusters Score -1.474576e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176550 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -14745760.000000 Penalty: 6043.854980
	Iteration 29Q: 3 clusters Score -1.474576e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176682 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -14745749.000000 Penalty: 6043.854980
	Iteration 30Q: 3 clusters Score -1.474575e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176800 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -14745713.000000 Penalty: 6043.854980
	Iteration 31Q: 3 clusters Score -1.474571e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176907 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -14745742.000000 Penalty: 6043.854980
	Iteration 32Q: 3 clusters Score -1.474574e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177010 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -14745778.000000 Penalty: 6043.854980
	Iteration 33Q: 3 clusters Score -1.474578e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177109 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -14745761.000000 Penalty: 6043.854980
	Iteration 34Q: 3 clusters Score -1.474576e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177211 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -14745787.000000 Penalty: 6043.854980
	Iteration 35Q: 3 clusters Score -1.474579e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177307 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -14745763.000000 Penalty: 6043.854980
	Iteration 36Q: 3 clusters Score -1.474576e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177392 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -14745768.000000 Penalty: 6043.854980
	Iteration 37Q: 3 clusters Score -1.474577e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177480 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -14745793.000000 Penalty: 6043.854980
	Iteration 38Q: 3 clusters Score -1.474579e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177572 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -14745790.000000 Penalty: 6043.854980
	Iteration 39Q: 3 clusters Score -1.474579e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177658 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -14745797.000000 Penalty: 6043.854980
	Iteration 40F: 3 clusters Score -1.47458e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177755 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -14745814.000000 Penalty: 6043.854980
	Iteration 41Q: 3 clusters Score -1.474581e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177850 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -14745830.000000 Penalty: 6043.854980
	Iteration 42Q: 3 clusters Score -1.474583e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177938 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -14745860.000000 Penalty: 6043.854980
	Iteration 43Q: 3 clusters Score -1.474586e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178021 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -14745891.000000 Penalty: 6043.854980
	Iteration 44Q: 3 clusters Score -1.474589e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178115 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -14745888.000000 Penalty: 6043.854980
	Iteration 45Q: 3 clusters Score -1.474589e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178209 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -14745858.000000 Penalty: 6043.854980
	Iteration 46Q: 3 clusters Score -1.474586e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178287 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -14745856.000000 Penalty: 6043.854980
	Iteration 47Q: 3 clusters Score -1.474586e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178355 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -14745874.000000 Penalty: 6043.854980
	Iteration 48Q: 3 clusters Score -1.474587e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178409 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -14745874.000000 Penalty: 6043.854980
	Iteration 49Q: 3 clusters Score -1.474587e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178464 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -14745891.000000 Penalty: 6043.854980
	Iteration 50Q: 3 clusters Score -1.474589e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178516 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -14745920.000000 Penalty: 6043.854980
	Iteration 51Q: 3 clusters Score -1.474592e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178567 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -14745902.000000 Penalty: 6043.854980
	Iteration 52Q: 3 clusters Score -1.47459e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178612 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -14745905.000000 Penalty: 6043.854980
	Iteration 53Q: 3 clusters Score -1.47459e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178665 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -14745914.000000 Penalty: 6043.854980
	Iteration 54Q: 3 clusters Score -1.474591e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178721 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -14745914.000000 Penalty: 6043.854980
	Iteration 55Q: 3 clusters Score -1.474591e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178772 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -14745930.000000 Penalty: 6043.854980
	Iteration 56Q: 3 clusters Score -1.474593e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178818 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -14745920.000000 Penalty: 6043.854980
	Iteration 57Q: 3 clusters Score -1.474592e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178868 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -14745933.000000 Penalty: 6043.854980
	Iteration 58Q: 3 clusters Score -1.474593e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178918 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -14745953.000000 Penalty: 6043.854980
	Iteration 59Q: 3 clusters Score -1.474595e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178972 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -14745975.000000 Penalty: 6043.854980
	Iteration 60F: 3 clusters Score -1.474598e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179019 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -14745977.000000 Penalty: 6043.854980
	Iteration 61Q: 3 clusters Score -1.474598e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179061 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -14745966.000000 Penalty: 6043.854980
	Iteration 62Q: 3 clusters Score -1.474597e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179117 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -14745951.000000 Penalty: 6043.854980
	Iteration 63Q: 3 clusters Score -1.474595e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179181 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -14745959.000000 Penalty: 6043.854980
	Iteration 64Q: 3 clusters Score -1.474596e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179240 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -14745961.000000 Penalty: 6043.854980
	Iteration 65Q: 3 clusters Score -1.474596e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179291 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -14745979.000000 Penalty: 6043.854980
	Iteration 66Q: 3 clusters Score -1.474598e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179344 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -14745970.000000 Penalty: 6043.854980
	Iteration 67Q: 3 clusters Score -1.474597e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179394 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -14745974.000000 Penalty: 6043.854980
	Iteration 68Q: 3 clusters Score -1.474597e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179443 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -14745981.000000 Penalty: 6043.854980
	Iteration 69Q: 3 clusters Score -1.474598e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179497 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -14745984.000000 Penalty: 6043.854980
	Iteration 70Q: 3 clusters Score -1.474598e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179547 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -14745959.000000 Penalty: 6043.854980
	Iteration 71Q: 3 clusters Score -1.474596e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179590 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -14745955.000000 Penalty: 6043.854980
	Iteration 72Q: 3 clusters Score -1.474596e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179630 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -14745983.000000 Penalty: 6043.854980
	Iteration 73Q: 3 clusters Score -1.474598e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179671 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -14745963.000000 Penalty: 6043.854980
	Iteration 74Q: 3 clusters Score -1.474596e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179713 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -14745969.000000 Penalty: 6043.854980
	Iteration 75Q: 3 clusters Score -1.474597e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179746 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -14745966.000000 Penalty: 6043.854980
	Iteration 76Q: 3 clusters Score -1.474597e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179769 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -14745977.000000 Penalty: 6043.854980
	Iteration 77Q: 3 clusters Score -1.474598e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179804 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -14745973.000000 Penalty: 6043.854980
	Iteration 78Q: 3 clusters Score -1.474597e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179833 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -14745967.000000 Penalty: 6043.854980
	Iteration 79Q: 3 clusters Score -1.474597e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179856 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -14745972.000000 Penalty: 6043.854980
	Iteration 80F: 3 clusters Score -1.474597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179873 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -14745960.000000 Penalty: 6043.854980
	Iteration 81Q: 3 clusters Score -1.474596e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179893 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -14745963.000000 Penalty: 6043.854980
	Iteration 82Q: 3 clusters Score -1.474596e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179918 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -14745969.000000 Penalty: 6043.854980
	Iteration 83Q: 3 clusters Score -1.474597e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179939 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -14745975.000000 Penalty: 6043.854980
	Iteration 84Q: 3 clusters Score -1.474598e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179960 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -14745963.000000 Penalty: 6043.854980
	Iteration 85Q: 3 clusters Score -1.474596e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179985 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -14745960.000000 Penalty: 6043.854980
	Iteration 86Q: 3 clusters Score -1.474596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180001 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -14745960.000000 Penalty: 6043.854980
	Iteration 87Q: 3 clusters Score -1.474596e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180018 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -14745960.000000 Penalty: 6043.854980
	Iteration 88Q: 3 clusters Score -1.474596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180031 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -14745957.000000 Penalty: 6043.854980
	Iteration 89Q: 3 clusters Score -1.474596e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180051 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -14745963.000000 Penalty: 6043.854980
	Iteration 90Q: 3 clusters Score -1.474596e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180072 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -14745958.000000 Penalty: 6043.854980
	Iteration 91Q: 3 clusters Score -1.474596e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180095 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -14745956.000000 Penalty: 6043.854980
	Iteration 92Q: 3 clusters Score -1.474596e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180118 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -14745977.000000 Penalty: 6043.854980
	Iteration 93Q: 3 clusters Score -1.474598e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180135 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -14745957.000000 Penalty: 6043.854980
	Iteration 94Q: 3 clusters Score -1.474596e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180153 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -14745967.000000 Penalty: 6043.854980
	Iteration 95Q: 3 clusters Score -1.474597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180168 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -14745967.000000 Penalty: 6043.854980
	Iteration 96Q: 3 clusters Score -1.474597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180185 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -14745964.000000 Penalty: 6043.854980
	Iteration 97Q: 3 clusters Score -1.474596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180199 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -14745956.000000 Penalty: 6043.854980
	Iteration 98Q: 3 clusters Score -1.474596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180210 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -14745965.000000 Penalty: 6043.854980
	Iteration 99Q: 3 clusters Score -1.474596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180226 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -14745956.000000 Penalty: 6043.854980
	Iteration 100F: 3 clusters Score -1.474596e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180247 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -14745975.000000 Penalty: 6043.854980
	Iteration 101Q: 3 clusters Score -1.474598e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180266 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -14745950.000000 Penalty: 6043.854980
	Iteration 102Q: 3 clusters Score -1.474595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180279 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -14745952.000000 Penalty: 6043.854980
	Iteration 103Q: 3 clusters Score -1.474595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180292 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -14745954.000000 Penalty: 6043.854980
	Iteration 104Q: 3 clusters Score -1.474595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180301 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -14745961.000000 Penalty: 6043.854980
	Iteration 105Q: 3 clusters Score -1.474596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180311 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -14745959.000000 Penalty: 6043.854980
	Iteration 106Q: 3 clusters Score -1.474596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180318 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -14745957.000000 Penalty: 6043.854980
	Iteration 107Q: 3 clusters Score -1.474596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180331 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -14745943.000000 Penalty: 6043.854980
	Iteration 108Q: 3 clusters Score -1.474594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180342 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -14745939.000000 Penalty: 6043.854980
	Iteration 109Q: 3 clusters Score -1.474594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180356 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -14745949.000000 Penalty: 6043.854980
	Iteration 110Q: 3 clusters Score -1.474595e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180368 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -14745945.000000 Penalty: 6043.854980
	Iteration 111Q: 3 clusters Score -1.474594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180379 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -14745950.000000 Penalty: 6043.854980
	Iteration 112Q: 3 clusters Score -1.474595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180386 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -14745948.000000 Penalty: 6043.854980
	Iteration 113Q: 3 clusters Score -1.474595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180395 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -14745940.000000 Penalty: 6043.854980
	Iteration 114Q: 3 clusters Score -1.474594e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180413 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -14745948.000000 Penalty: 6043.854980
	Iteration 115Q: 3 clusters Score -1.474595e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180436 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -14745931.000000 Penalty: 6043.854980
	Iteration 116Q: 3 clusters Score -1.474593e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180458 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -14745940.000000 Penalty: 6043.854980
	Iteration 117Q: 3 clusters Score -1.474594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180480 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -14745930.000000 Penalty: 6043.854980
	Iteration 118Q: 3 clusters Score -1.474593e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180510 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -14745926.000000 Penalty: 6043.854980
	Iteration 119Q: 3 clusters Score -1.474593e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180537 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -14745933.000000 Penalty: 6043.854980
	Iteration 120F: 3 clusters Score -1.474593e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180566 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -14745941.000000 Penalty: 6043.854980
	Iteration 121Q: 3 clusters Score -1.474594e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180599 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -14745947.000000 Penalty: 6043.854980
	Iteration 122Q: 3 clusters Score -1.474595e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180629 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -14745944.000000 Penalty: 6043.854980
	Iteration 123Q: 3 clusters Score -1.474594e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180657 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -14745943.000000 Penalty: 6043.854980
	Iteration 124Q: 3 clusters Score -1.474594e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180682 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -14745942.000000 Penalty: 6043.854980
	Iteration 125Q: 3 clusters Score -1.474594e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180707 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -14745970.000000 Penalty: 6043.854980
	Iteration 126Q: 3 clusters Score -1.474597e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180732 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -14745953.000000 Penalty: 6043.854980
	Iteration 127Q: 3 clusters Score -1.474595e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180764 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -14745946.000000 Penalty: 6043.854980
	Iteration 128Q: 3 clusters Score -1.474595e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180796 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -14745961.000000 Penalty: 6043.854980
	Iteration 129Q: 3 clusters Score -1.474596e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180822 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -14745966.000000 Penalty: 6043.854980
	Iteration 130Q: 3 clusters Score -1.474597e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180850 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -14745942.000000 Penalty: 6043.854980
	Iteration 131Q: 3 clusters Score -1.474594e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180885 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -14745975.000000 Penalty: 6043.854980
	Iteration 132Q: 3 clusters Score -1.474598e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180927 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -14745979.000000 Penalty: 6043.854980
	Iteration 133Q: 3 clusters Score -1.474598e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180961 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -14746001.000000 Penalty: 6043.854980
	Iteration 134Q: 3 clusters Score -1.4746e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180994 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -14745998.000000 Penalty: 6043.854980
	Iteration 135Q: 3 clusters Score -1.4746e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181033 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -14746007.000000 Penalty: 6043.854980
	Iteration 136Q: 3 clusters Score -1.474601e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181071 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -14745997.000000 Penalty: 6043.854980
	Iteration 137Q: 3 clusters Score -1.4746e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181106 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -14745999.000000 Penalty: 6043.854980
	Iteration 138Q: 3 clusters Score -1.4746e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181131 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -14745988.000000 Penalty: 6043.854980
	Iteration 139Q: 3 clusters Score -1.474599e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181156 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -14745979.000000 Penalty: 6043.854980
	Iteration 140F: 3 clusters Score -1.474598e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181184 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -14745978.000000 Penalty: 6043.854980
	Iteration 141Q: 3 clusters Score -1.474598e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181212 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -14745996.000000 Penalty: 6043.854980
	Iteration 142Q: 3 clusters Score -1.4746e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181241 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -14745995.000000 Penalty: 6043.854980
	Iteration 143Q: 3 clusters Score -1.4746e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181261 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -14745999.000000 Penalty: 6043.854980
	Iteration 144Q: 3 clusters Score -1.4746e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181290 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -14746000.000000 Penalty: 6043.854980
	Iteration 145Q: 3 clusters Score -1.4746e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181314 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -14745961.000000 Penalty: 6043.854980
	Iteration 146Q: 3 clusters Score -1.474596e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181340 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -14745966.000000 Penalty: 6043.854980
	Iteration 147Q: 3 clusters Score -1.474597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181357 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -14745951.000000 Penalty: 6043.854980
	Iteration 148Q: 3 clusters Score -1.474595e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181377 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -14745952.000000 Penalty: 6043.854980
	Iteration 149Q: 3 clusters Score -1.474595e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181393 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -14745941.000000 Penalty: 6043.854980
	Iteration 150Q: 3 clusters Score -1.474594e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181413 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -14745953.000000 Penalty: 6043.854980
	Iteration 151Q: 3 clusters Score -1.474595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181430 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -14745955.000000 Penalty: 6043.854980
	Iteration 152Q: 3 clusters Score -1.474596e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181449 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -14745962.000000 Penalty: 6043.854980
	Iteration 153Q: 3 clusters Score -1.474596e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181467 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -14745953.000000 Penalty: 6043.854980
	Iteration 154Q: 3 clusters Score -1.474595e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181490 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -14745971.000000 Penalty: 6043.854980
	Iteration 155Q: 3 clusters Score -1.474597e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181511 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -14745957.000000 Penalty: 6043.854980
	Iteration 156Q: 3 clusters Score -1.474596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181525 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -14745960.000000 Penalty: 6043.854980
	Iteration 157Q: 3 clusters Score -1.474596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181540 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -14745974.000000 Penalty: 6043.854980
	Iteration 158Q: 3 clusters Score -1.474597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181555 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -14745952.000000 Penalty: 6043.854980
	Iteration 159Q: 3 clusters Score -1.474595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181571 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -14745963.000000 Penalty: 6043.854980
	Iteration 160F: 3 clusters Score -1.474596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181587 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -14745973.000000 Penalty: 6043.854980
	Iteration 161Q: 3 clusters Score -1.474597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181604 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -14745987.000000 Penalty: 6043.854980
	Iteration 162Q: 3 clusters Score -1.474599e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181622 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -14745971.000000 Penalty: 6043.854980
	Iteration 163Q: 3 clusters Score -1.474597e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181635 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -14745984.000000 Penalty: 6043.854980
	Iteration 164Q: 3 clusters Score -1.474598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181645 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -14745978.000000 Penalty: 6043.854980
	Iteration 165Q: 3 clusters Score -1.474598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181652 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -14745974.000000 Penalty: 6043.854980
	Iteration 166Q: 3 clusters Score -1.474597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181655 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -14745971.000000 Penalty: 6043.854980
	Iteration 167Q: 3 clusters Score -1.474597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181664 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -14745987.000000 Penalty: 6043.854980
	Iteration 168Q: 3 clusters Score -1.474599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181670 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -14745970.000000 Penalty: 6043.854980
	Iteration 169Q: 3 clusters Score -1.474597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181677 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -14745972.000000 Penalty: 6043.854980
	Iteration 170Q: 3 clusters Score -1.474597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181688 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -14745974.000000 Penalty: 6043.854980
	Iteration 171Q: 3 clusters Score -1.474597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181698 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -14745975.000000 Penalty: 6043.854980
	Iteration 172Q: 3 clusters Score -1.474598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181706 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -14745978.000000 Penalty: 6043.854980
	Iteration 173Q: 3 clusters Score -1.474598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181717 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -14745967.000000 Penalty: 6043.854980
	Iteration 174Q: 3 clusters Score -1.474597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181724 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -14745973.000000 Penalty: 6043.854980
	Iteration 175Q: 3 clusters Score -1.474597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181733 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -14745970.000000 Penalty: 6043.854980
	Iteration 176Q: 3 clusters Score -1.474597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181742 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -14745970.000000 Penalty: 6043.854980
	Iteration 177Q: 3 clusters Score -1.474597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181749 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -14745966.000000 Penalty: 6043.854980
	Iteration 178Q: 3 clusters Score -1.474597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181760 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -14745963.000000 Penalty: 6043.854980
	Iteration 179Q: 3 clusters Score -1.474596e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181777 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -14745991.000000 Penalty: 6043.854980
	Iteration 180F: 3 clusters Score -1.474599e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181795 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -14745981.000000 Penalty: 6043.854980
	Iteration 181Q: 3 clusters Score -1.474598e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181814 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -14745987.000000 Penalty: 6043.854980
	Iteration 182Q: 3 clusters Score -1.474599e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181836 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -14745995.000000 Penalty: 6043.854980
	Iteration 183Q: 3 clusters Score -1.4746e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181856 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -14745997.000000 Penalty: 6043.854980
	Iteration 184Q: 3 clusters Score -1.4746e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181887 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -14745970.000000 Penalty: 6043.854980
	Iteration 185Q: 3 clusters Score -1.474597e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181921 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -14745997.000000 Penalty: 6043.854980
	Iteration 186Q: 3 clusters Score -1.4746e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181951 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -14745984.000000 Penalty: 6043.854980
	Iteration 187Q: 3 clusters Score -1.474598e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181982 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -14745973.000000 Penalty: 6043.854980
	Iteration 188Q: 3 clusters Score -1.474597e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182010 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -14745973.000000 Penalty: 6043.854980
	Iteration 189Q: 3 clusters Score -1.474597e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182035 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -14745975.000000 Penalty: 6043.854980
	Iteration 190Q: 3 clusters Score -1.474598e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182066 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -14745974.000000 Penalty: 6043.854980
	Iteration 191Q: 3 clusters Score -1.474597e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182101 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -14745998.000000 Penalty: 6043.854980
	Iteration 192Q: 3 clusters Score -1.4746e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182149 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -14746006.000000 Penalty: 6043.854980
	Iteration 193Q: 3 clusters Score -1.474601e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182198 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -14746009.000000 Penalty: 6043.854980
	Iteration 194Q: 3 clusters Score -1.474601e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182261 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -14746000.000000 Penalty: 6043.854980
	Iteration 195Q: 3 clusters Score -1.4746e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182315 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -14745983.000000 Penalty: 6043.854980
	Iteration 196Q: 3 clusters Score -1.474598e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182378 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -14745975.000000 Penalty: 6043.854980
	Iteration 197Q: 3 clusters Score -1.474598e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182435 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -14745989.000000 Penalty: 6043.854980
	Iteration 198Q: 3 clusters Score -1.474599e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182498 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -14746002.000000 Penalty: 6043.854980
	Iteration 199Q: 3 clusters Score -1.4746e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182562 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -14746001.000000 Penalty: 6043.854980
	Iteration 200F: 3 clusters Score -1.4746e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182619 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -14745997.000000 Penalty: 6043.854980
	Iteration 201Q: 3 clusters Score -1.4746e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182685 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -14745994.000000 Penalty: 6043.854980
	Iteration 202Q: 3 clusters Score -1.474599e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182752 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -14746009.000000 Penalty: 6043.854980
	Iteration 203Q: 3 clusters Score -1.474601e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182820 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -14745992.000000 Penalty: 6043.854980
	Iteration 204Q: 3 clusters Score -1.474599e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182884 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -14745995.000000 Penalty: 6043.854980
	Iteration 205Q: 3 clusters Score -1.4746e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182944 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -14745987.000000 Penalty: 6043.854980
	Iteration 206Q: 3 clusters Score -1.474599e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183010 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -14745984.000000 Penalty: 6043.854980
	Iteration 207Q: 3 clusters Score -1.474598e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183069 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -14745985.000000 Penalty: 6043.854980
	Iteration 208Q: 3 clusters Score -1.474598e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183118 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -14745997.000000 Penalty: 6043.854980
	Iteration 209Q: 3 clusters Score -1.4746e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183173 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -14745980.000000 Penalty: 6043.854980
	Iteration 210Q: 3 clusters Score -1.474598e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183233 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -14745967.000000 Penalty: 6043.854980
	Iteration 211Q: 3 clusters Score -1.474597e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183308 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -14745987.000000 Penalty: 6043.854980
	Iteration 212Q: 3 clusters Score -1.474599e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183394 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -14745988.000000 Penalty: 6043.854980
	Iteration 213Q: 3 clusters Score -1.474599e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183481 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -14746025.000000 Penalty: 6043.854980
	Iteration 214Q: 3 clusters Score -1.474602e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183583 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -14746001.000000 Penalty: 6043.854980
	Iteration 215Q: 3 clusters Score -1.4746e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183680 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -14746012.000000 Penalty: 6043.854980
	Iteration 216Q: 3 clusters Score -1.474601e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183792 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -14746019.000000 Penalty: 6043.854980
	Iteration 217Q: 3 clusters Score -1.474602e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183895 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -14746050.000000 Penalty: 6043.854980
	Iteration 218Q: 3 clusters Score -1.474605e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183994 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -14746070.000000 Penalty: 6043.854980
	Iteration 219Q: 3 clusters Score -1.474607e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184090 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -14746096.000000 Penalty: 6043.854980
	Iteration 220F: 3 clusters Score -1.47461e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184181 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -14746114.000000 Penalty: 6043.854980
	Iteration 221Q: 3 clusters Score -1.474611e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184268 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -14746136.000000 Penalty: 6043.854980
	Iteration 222Q: 3 clusters Score -1.474614e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184361 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -14746099.000000 Penalty: 6043.854980
	Iteration 223Q: 3 clusters Score -1.47461e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184452 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -14746101.000000 Penalty: 6043.854980
	Iteration 224Q: 3 clusters Score -1.47461e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184542 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -14746107.000000 Penalty: 6043.854980
	Iteration 225Q: 3 clusters Score -1.474611e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184643 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -14746099.000000 Penalty: 6043.854980
	Iteration 226Q: 3 clusters Score -1.47461e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184740 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -14746071.000000 Penalty: 6043.854980
	Iteration 227Q: 3 clusters Score -1.474607e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184819 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -14746071.000000 Penalty: 6043.854980
	Iteration 228Q: 3 clusters Score -1.474607e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184902 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -14746082.000000 Penalty: 6043.854980
	Iteration 229Q: 3 clusters Score -1.474608e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184979 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -14746091.000000 Penalty: 6043.854980
	Iteration 230Q: 3 clusters Score -1.474609e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185052 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -14746127.000000 Penalty: 6043.854980
	Iteration 231Q: 3 clusters Score -1.474613e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185119 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -14746128.000000 Penalty: 6043.854980
	Iteration 232Q: 3 clusters Score -1.474613e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185180 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -14746151.000000 Penalty: 6043.854980
	Iteration 233Q: 3 clusters Score -1.474615e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185230 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -14746171.000000 Penalty: 6043.854980
	Iteration 234Q: 3 clusters Score -1.474617e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185290 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -14746208.000000 Penalty: 6043.854980
	Iteration 235Q: 3 clusters Score -1.474621e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185357 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -14746202.000000 Penalty: 6043.854980
	Iteration 236Q: 3 clusters Score -1.47462e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185426 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -14746207.000000 Penalty: 6043.854980
	Iteration 237Q: 3 clusters Score -1.474621e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185500 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -14746218.000000 Penalty: 6043.854980
	Iteration 238Q: 3 clusters Score -1.474622e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185576 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -14746236.000000 Penalty: 6043.854980
	Iteration 239Q: 3 clusters Score -1.474624e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185653 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -14746224.000000 Penalty: 6043.854980
	Iteration 240F: 3 clusters Score -1.474622e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185730 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -14746237.000000 Penalty: 6043.854980
	Iteration 241Q: 3 clusters Score -1.474624e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185808 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -14746250.000000 Penalty: 6043.854980
	Iteration 242Q: 3 clusters Score -1.474625e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185878 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -14746234.000000 Penalty: 6043.854980
	Iteration 243Q: 3 clusters Score -1.474623e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185946 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -14746236.000000 Penalty: 6043.854980
	Iteration 244Q: 3 clusters Score -1.474624e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186014 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -14746264.000000 Penalty: 6043.854980
	Iteration 245Q: 3 clusters Score -1.474626e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186082 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -14746266.000000 Penalty: 6043.854980
	Iteration 246Q: 3 clusters Score -1.474627e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186160 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -14746268.000000 Penalty: 6043.854980
	Iteration 247Q: 3 clusters Score -1.474627e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186247 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -14746279.000000 Penalty: 6043.854980
	Iteration 248Q: 3 clusters Score -1.474628e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186337 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -14746304.000000 Penalty: 6043.854980
	Iteration 249Q: 3 clusters Score -1.47463e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186429 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -14746286.000000 Penalty: 6043.854980
	Iteration 250Q: 3 clusters Score -1.474629e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186529 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -14746303.000000 Penalty: 6043.854980
	Iteration 251Q: 3 clusters Score -1.47463e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186635 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -14746331.000000 Penalty: 6043.854980
	Iteration 252Q: 3 clusters Score -1.474633e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186744 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -14746348.000000 Penalty: 6043.854980
	Iteration 253Q: 3 clusters Score -1.474635e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186864 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -14746331.000000 Penalty: 6043.854980
	Iteration 254Q: 3 clusters Score -1.474633e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186985 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -14746365.000000 Penalty: 6043.854980
	Iteration 255Q: 3 clusters Score -1.474636e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187102 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -14746367.000000 Penalty: 6043.854980
	Iteration 256Q: 3 clusters Score -1.474637e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187206 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -14746361.000000 Penalty: 6043.854980
	Iteration 257Q: 3 clusters Score -1.474636e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187307 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -14746378.000000 Penalty: 6043.854980
	Iteration 258Q: 3 clusters Score -1.474638e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187392 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -14746368.000000 Penalty: 6043.854980
	Iteration 259Q: 3 clusters Score -1.474637e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187478 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -14746376.000000 Penalty: 6043.854980
	Iteration 260F: 3 clusters Score -1.474638e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187576 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -14746400.000000 Penalty: 6043.854980
	Iteration 261Q: 3 clusters Score -1.47464e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187664 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -14746414.000000 Penalty: 6043.854980
	Iteration 262Q: 3 clusters Score -1.474641e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187745 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -14746402.000000 Penalty: 6043.854980
	Iteration 263Q: 3 clusters Score -1.47464e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187823 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -14746438.000000 Penalty: 6043.854980
	Iteration 264Q: 3 clusters Score -1.474644e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187902 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -14746453.000000 Penalty: 6043.854980
	Iteration 265Q: 3 clusters Score -1.474645e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187956 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -14746449.000000 Penalty: 6043.854980
	Iteration 266Q: 3 clusters Score -1.474645e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188014 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -14746459.000000 Penalty: 6043.854980
	Iteration 267Q: 3 clusters Score -1.474646e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188078 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -14746490.000000 Penalty: 6043.854980
	Iteration 268Q: 3 clusters Score -1.474649e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188137 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -14746502.000000 Penalty: 6043.854980
	Iteration 269Q: 3 clusters Score -1.47465e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188201 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -14746507.000000 Penalty: 6043.854980
	Iteration 270Q: 3 clusters Score -1.474651e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188268 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -14746527.000000 Penalty: 6043.854980
	Iteration 271Q: 3 clusters Score -1.474653e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188322 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -14746529.000000 Penalty: 6043.854980
	Iteration 272Q: 3 clusters Score -1.474653e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188378 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -14746532.000000 Penalty: 6043.854980
	Iteration 273Q: 3 clusters Score -1.474653e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188436 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -14746535.000000 Penalty: 6043.854980
	Iteration 274Q: 3 clusters Score -1.474654e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188496 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -14746549.000000 Penalty: 6043.854980
	Iteration 275Q: 3 clusters Score -1.474655e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188552 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -14746556.000000 Penalty: 6043.854980
	Iteration 276Q: 3 clusters Score -1.474656e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188611 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -14746551.000000 Penalty: 6043.854980
	Iteration 277Q: 3 clusters Score -1.474655e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188679 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -14746544.000000 Penalty: 6043.854980
	Iteration 278Q: 3 clusters Score -1.474654e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188739 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -14746527.000000 Penalty: 6043.854980
	Iteration 279Q: 3 clusters Score -1.474653e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188795 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -14746534.000000 Penalty: 6043.854980
	Iteration 280F: 3 clusters Score -1.474653e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188846 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -14746543.000000 Penalty: 6043.854980
	Iteration 281Q: 3 clusters Score -1.474654e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188882 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -14746546.000000 Penalty: 6043.854980
	Iteration 282Q: 3 clusters Score -1.474655e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188914 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -14746541.000000 Penalty: 6043.854980
	Iteration 283Q: 3 clusters Score -1.474654e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188942 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -14746545.000000 Penalty: 6043.854980
	Iteration 284Q: 3 clusters Score -1.474654e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188968 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -14746530.000000 Penalty: 6043.854980
	Iteration 285Q: 3 clusters Score -1.474653e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188986 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -14746553.000000 Penalty: 6043.854980
	Iteration 286Q: 3 clusters Score -1.474655e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189002 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -14746554.000000 Penalty: 6043.854980
	Iteration 287Q: 3 clusters Score -1.474655e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189015 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -14746553.000000 Penalty: 6043.854980
	Iteration 288Q: 3 clusters Score -1.474655e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189031 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -14746561.000000 Penalty: 6043.854980
	Iteration 289Q: 3 clusters Score -1.474656e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189043 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -14746549.000000 Penalty: 6043.854980
	Iteration 290Q: 3 clusters Score -1.474655e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189060 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -14746556.000000 Penalty: 6043.854980
	Iteration 291Q: 3 clusters Score -1.474656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189069 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -14746569.000000 Penalty: 6043.854980
	Iteration 292Q: 3 clusters Score -1.474657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189078 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -14746582.000000 Penalty: 6043.854980
	Iteration 293Q: 3 clusters Score -1.474658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189086 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -14746595.000000 Penalty: 6043.854980
	Iteration 294Q: 3 clusters Score -1.47466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189096 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -14746587.000000 Penalty: 6043.854980
	Iteration 295Q: 3 clusters Score -1.474659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189099 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -14746587.000000 Penalty: 6043.854980
	Iteration 296Q: 3 clusters Score -1.474659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189103 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -14746589.000000 Penalty: 6043.854980
	Iteration 297Q: 3 clusters Score -1.474659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189105 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -14746593.000000 Penalty: 6043.854980
	Iteration 298Q: 3 clusters Score -1.474659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189107 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -14746595.000000 Penalty: 6043.854980
	Iteration 299Q: 3 clusters Score -1.47466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189109 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -14746588.000000 Penalty: 6043.854980
	Iteration 300F: 3 clusters Score -1.474659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189109 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -14746599.000000 Penalty: 6043.854980
	Iteration 301Q: 3 clusters Score -1.47466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189114 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -14746594.000000 Penalty: 6043.854980
	Iteration 302Q: 3 clusters Score -1.474659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189118 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -14746603.000000 Penalty: 6043.854980
	Iteration 303Q: 3 clusters Score -1.47466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189123 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -14746599.000000 Penalty: 6043.854980
	Iteration 304Q: 3 clusters Score -1.47466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189130 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -14746596.000000 Penalty: 6043.854980
	Iteration 305Q: 3 clusters Score -1.47466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189135 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -14746606.000000 Penalty: 6043.854980
	Iteration 306Q: 3 clusters Score -1.474661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189137 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -14746596.000000 Penalty: 6043.854980
	Iteration 307Q: 3 clusters Score -1.47466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189139 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -14746594.000000 Penalty: 6043.854980
	Iteration 308Q: 3 clusters Score -1.474659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189140 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -14746591.000000 Penalty: 6043.854980
	Iteration 309Q: 3 clusters Score -1.474659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189140 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -14746591.000000 Penalty: 6043.854980
	Iteration 310F: 3 clusters Score -1.474659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (215568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215568 members 
Entering Unmasked Estep 
Score: -16038470.000000 Penalty: 3045.695801
	Iteration 0F: 2 clusters Score -1.603847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107884 members 
Mstep: Class 2 contains 107684 members 
Entering Unmasked Estep 
Score: -15893927.000000 Penalty: 6091.391602
	Iteration 0F: 3 clusters Score -1.589393e+07 nChanged 104073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110881 members 
Mstep: Class 2 contains 104687 members 
Entering Unmasked Estep 
Score: -15955386.000000 Penalty: 6091.391602
	Iteration 1F: 3 clusters Score -1.595539e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112321 members 
Mstep: Class 2 contains 103247 members 
Entering Unmasked Estep 
Score: -15957105.000000 Penalty: 6091.391602
	Iteration 2Q: 3 clusters Score -1.59571e+07 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114315 members 
Mstep: Class 2 contains 101253 members 
Entering Unmasked Estep 
Score: -15959417.000000 Penalty: 6091.391602
	Iteration 3Q: 3 clusters Score -1.595942e+07 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116980 members 
Mstep: Class 2 contains 98588 members 
Entering Unmasked Estep 
Score: -15962481.000000 Penalty: 6091.391602
	Iteration 4Q: 3 clusters Score -1.596248e+07 nChanged 9375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120455 members 
Mstep: Class 2 contains 95113 members 
Entering Unmasked Estep 
Score: -15966303.000000 Penalty: 6091.391602
	Iteration 5Q: 3 clusters Score -1.59663e+07 nChanged 10445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124824 members 
Mstep: Class 2 contains 90744 members 
Entering Unmasked Estep 
Score: -15971569.000000 Penalty: 6091.391602
	Iteration 6Q: 3 clusters Score -1.597157e+07 nChanged 11375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130197 members 
Mstep: Class 2 contains 85371 members 
Entering Unmasked Estep 
Score: -15977877.000000 Penalty: 6091.391602
	Iteration 7F: 3 clusters Score -1.597788e+07 nChanged 11859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136546 members 
Mstep: Class 2 contains 79022 members 
Entering Unmasked Estep 
Score: -15984906.000000 Penalty: 6091.391602
	Iteration 8F: 3 clusters Score -1.598491e+07 nChanged 11789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143863 members 
Mstep: Class 2 contains 71705 members 
Entering Unmasked Estep 
Score: -15992650.000000 Penalty: 6091.391602
	Iteration 9F: 3 clusters Score -1.599265e+07 nChanged 11369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152134 members 
Mstep: Class 2 contains 63434 members 
Entering Unmasked Estep 
Score: -16000325.000000 Penalty: 6091.391602
	Iteration 10F: 3 clusters Score -1.600032e+07 nChanged 10827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161019 members 
Mstep: Class 2 contains 54549 members 
Entering Unmasked Estep 
Score: -16008149.000000 Penalty: 6091.391602
	Iteration 11F: 3 clusters Score -1.600815e+07 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169873 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -16015137.000000 Penalty: 6091.391602
	Iteration 12Q: 3 clusters Score -1.601514e+07 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178098 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -16020742.000000 Penalty: 6091.391602
	Iteration 13Q: 3 clusters Score -1.602074e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185275 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -16025142.000000 Penalty: 6091.391602
	Iteration 14Q: 3 clusters Score -1.602514e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191214 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -16028225.000000 Penalty: 6091.391602
	Iteration 15Q: 3 clusters Score -1.602822e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195988 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -16030585.000000 Penalty: 6091.391602
	Iteration 16Q: 3 clusters Score -1.603058e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199666 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -16032280.000000 Penalty: 6091.391602
	Iteration 17Q: 3 clusters Score -1.603228e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202495 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -16033257.000000 Penalty: 6091.391602
	Iteration 18Q: 3 clusters Score -1.603326e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204581 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -16033961.000000 Penalty: 6091.391602
	Iteration 19Q: 3 clusters Score -1.603396e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206202 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -16034498.000000 Penalty: 6091.391602
	Iteration 20F: 3 clusters Score -1.60345e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207463 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -16034866.000000 Penalty: 6091.391602
	Iteration 21Q: 3 clusters Score -1.603487e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208458 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -16035237.000000 Penalty: 6091.391602
	Iteration 22Q: 3 clusters Score -1.603524e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209238 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -16035471.000000 Penalty: 6091.391602
	Iteration 23Q: 3 clusters Score -1.603547e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209857 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -16035689.000000 Penalty: 6091.391602
	Iteration 24Q: 3 clusters Score -1.603569e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210351 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -16035822.000000 Penalty: 6091.391602
	Iteration 25Q: 3 clusters Score -1.603582e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210735 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -16035973.000000 Penalty: 6091.391602
	Iteration 26Q: 3 clusters Score -1.603597e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211010 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -16036050.000000 Penalty: 6091.391602
	Iteration 27Q: 3 clusters Score -1.603605e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211256 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -16036148.000000 Penalty: 6091.391602
	Iteration 28Q: 3 clusters Score -1.603615e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211471 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -16036217.000000 Penalty: 6091.391602
	Iteration 29Q: 3 clusters Score -1.603622e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211636 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -16036255.000000 Penalty: 6091.391602
	Iteration 30Q: 3 clusters Score -1.603626e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211756 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -16036299.000000 Penalty: 6091.391602
	Iteration 31Q: 3 clusters Score -1.60363e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211889 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -16036332.000000 Penalty: 6091.391602
	Iteration 32Q: 3 clusters Score -1.603633e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212007 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -16036384.000000 Penalty: 6091.391602
	Iteration 33Q: 3 clusters Score -1.603638e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212123 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -16036397.000000 Penalty: 6091.391602
	Iteration 34Q: 3 clusters Score -1.60364e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212213 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -16036418.000000 Penalty: 6091.391602
	Iteration 35Q: 3 clusters Score -1.603642e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212282 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -16036444.000000 Penalty: 6091.391602
	Iteration 36Q: 3 clusters Score -1.603644e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212343 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -16036479.000000 Penalty: 6091.391602
	Iteration 37Q: 3 clusters Score -1.603648e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212389 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -16036482.000000 Penalty: 6091.391602
	Iteration 38Q: 3 clusters Score -1.603648e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212429 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -16036469.000000 Penalty: 6091.391602
	Iteration 39Q: 3 clusters Score -1.603647e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212465 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -16036487.000000 Penalty: 6091.391602
	Iteration 40F: 3 clusters Score -1.603649e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212508 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -16036510.000000 Penalty: 6091.391602
	Iteration 41Q: 3 clusters Score -1.603651e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212538 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -16036507.000000 Penalty: 6091.391602
	Iteration 42Q: 3 clusters Score -1.603651e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212558 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -16036511.000000 Penalty: 6091.391602
	Iteration 43Q: 3 clusters Score -1.603651e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212575 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -16036540.000000 Penalty: 6091.391602
	Iteration 44Q: 3 clusters Score -1.603654e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212586 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -16036521.000000 Penalty: 6091.391602
	Iteration 45Q: 3 clusters Score -1.603652e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212592 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -16036524.000000 Penalty: 6091.391602
	Iteration 46Q: 3 clusters Score -1.603652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212599 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -16036533.000000 Penalty: 6091.391602
	Iteration 47Q: 3 clusters Score -1.603653e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212605 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -16036543.000000 Penalty: 6091.391602
	Iteration 48Q: 3 clusters Score -1.603654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212610 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -16036549.000000 Penalty: 6091.391602
	Iteration 49Q: 3 clusters Score -1.603655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212618 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -16036552.000000 Penalty: 6091.391602
	Iteration 50Q: 3 clusters Score -1.603655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212619 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -16036555.000000 Penalty: 6091.391602
	Iteration 51Q: 3 clusters Score -1.603656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212624 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -16036554.000000 Penalty: 6091.391602
	Iteration 52Q: 3 clusters Score -1.603655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212625 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -16036557.000000 Penalty: 6091.391602
	Iteration 53Q: 3 clusters Score -1.603656e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212633 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -16036552.000000 Penalty: 6091.391602
	Iteration 54Q: 3 clusters Score -1.603655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212637 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -16036554.000000 Penalty: 6091.391602
	Iteration 55Q: 3 clusters Score -1.603655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212644 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -16036549.000000 Penalty: 6091.391602
	Iteration 56Q: 3 clusters Score -1.603655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212648 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -16036554.000000 Penalty: 6091.391602
	Iteration 57Q: 3 clusters Score -1.603655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212646 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -16036553.000000 Penalty: 6091.391602
	Iteration 58Q: 3 clusters Score -1.603655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212647 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -16036550.000000 Penalty: 6091.391602
	Iteration 59Q: 3 clusters Score -1.603655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212647 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -16036557.000000 Penalty: 6091.391602
	Iteration 60F: 3 clusters Score -1.603656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212651 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -16036548.000000 Penalty: 6091.391602
	Iteration 61Q: 3 clusters Score -1.603655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212655 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -16036555.000000 Penalty: 6091.391602
	Iteration 62Q: 3 clusters Score -1.603656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212659 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -16036541.000000 Penalty: 6091.391602
	Iteration 63Q: 3 clusters Score -1.603654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212660 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -16036549.000000 Penalty: 6091.391602
	Iteration 64Q: 3 clusters Score -1.603655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212659 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -16036541.000000 Penalty: 6091.391602
	Iteration 65Q: 3 clusters Score -1.603654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212660 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -16036532.000000 Penalty: 6091.391602
	Iteration 66Q: 3 clusters Score -1.603653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212664 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -16036547.000000 Penalty: 6091.391602
	Iteration 67Q: 3 clusters Score -1.603655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212665 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -16036548.000000 Penalty: 6091.391602
	Iteration 68Q: 3 clusters Score -1.603655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212663 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -16036559.000000 Penalty: 6091.391602
	Iteration 69Q: 3 clusters Score -1.603656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212662 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -16036564.000000 Penalty: 6091.391602
	Iteration 70Q: 3 clusters Score -1.603656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212663 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -16036556.000000 Penalty: 6091.391602
	Iteration 71Q: 3 clusters Score -1.603656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212667 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -16036550.000000 Penalty: 6091.391602
	Iteration 72Q: 3 clusters Score -1.603655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212668 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -16036542.000000 Penalty: 6091.391602
	Iteration 73Q: 3 clusters Score -1.603654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212671 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -16036561.000000 Penalty: 6091.391602
	Iteration 74Q: 3 clusters Score -1.603656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212674 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -16036559.000000 Penalty: 6091.391602
	Iteration 75Q: 3 clusters Score -1.603656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212675 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -16036567.000000 Penalty: 6091.391602
	Iteration 76Q: 3 clusters Score -1.603657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212679 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -16036574.000000 Penalty: 6091.391602
	Iteration 77Q: 3 clusters Score -1.603657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212680 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -16036571.000000 Penalty: 6091.391602
	Iteration 78Q: 3 clusters Score -1.603657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212682 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -16036569.000000 Penalty: 6091.391602
	Iteration 79Q: 3 clusters Score -1.603657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212684 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -16036580.000000 Penalty: 6091.391602
	Iteration 80F: 3 clusters Score -1.603658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212685 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -16036568.000000 Penalty: 6091.391602
	Iteration 81Q: 3 clusters Score -1.603657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212685 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -16036568.000000 Penalty: 6091.391602
	Iteration 82F: 3 clusters Score -1.603657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Entering Unmasked Estep 
Score: -1730433.375000 Penalty: 2536.166260
	Iteration 0F: 2 clusters Score -1730433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1711404.500000 Penalty: 5072.332520
	Iteration 0F: 3 clusters Score -1711404 nChanged 12501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1719368.250000 Penalty: 5072.332520
	Iteration 1F: 3 clusters Score -1719368 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1721375.000000 Penalty: 5072.332520
	Iteration 2F: 3 clusters Score -1721375 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1723501.125000 Penalty: 5072.332520
	Iteration 3F: 3 clusters Score -1723501 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1725304.125000 Penalty: 5072.332520
	Iteration 4F: 3 clusters Score -1725304 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -1726648.000000 Penalty: 5072.332520
	Iteration 5F: 3 clusters Score -1726648 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -1727722.750000 Penalty: 5072.332520
	Iteration 6F: 3 clusters Score -1727723 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -1728531.750000 Penalty: 5072.332520
	Iteration 7Q: 3 clusters Score -1728532 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -1729188.375000 Penalty: 5072.332520
	Iteration 8Q: 3 clusters Score -1729188 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -1729794.000000 Penalty: 5072.332520
	Iteration 9Q: 3 clusters Score -1729794 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -1730303.125000 Penalty: 5072.332520
	Iteration 10Q: 3 clusters Score -1730303 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -1730737.875000 Penalty: 5072.332520
	Iteration 11Q: 3 clusters Score -1730738 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -1731062.625000 Penalty: 5072.332520
	Iteration 12Q: 3 clusters Score -1731063 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -1731309.625000 Penalty: 5072.332520
	Iteration 13Q: 3 clusters Score -1731310 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -1731512.375000 Penalty: 5072.332520
	Iteration 14Q: 3 clusters Score -1731512 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -1731646.875000 Penalty: 5072.332520
	Iteration 15Q: 3 clusters Score -1731647 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -1731754.875000 Penalty: 5072.332520
	Iteration 16Q: 3 clusters Score -1731755 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -1731844.125000 Penalty: 5072.332520
	Iteration 17Q: 3 clusters Score -1731844 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -1731931.875000 Penalty: 5072.332520
	Iteration 18Q: 3 clusters Score -1731932 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -1731992.625000 Penalty: 5072.332520
	Iteration 19Q: 3 clusters Score -1731993 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -1732089.125000 Penalty: 5072.332520
	Iteration 20F: 3 clusters Score -1732089 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -1732216.125000 Penalty: 5072.332520
	Iteration 21Q: 3 clusters Score -1732216 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -1732355.875000 Penalty: 5072.332520
	Iteration 22Q: 3 clusters Score -1732356 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -1732460.125000 Penalty: 5072.332520
	Iteration 23Q: 3 clusters Score -1732460 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -1732531.125000 Penalty: 5072.332520
	Iteration 24Q: 3 clusters Score -1732531 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -1732588.375000 Penalty: 5072.332520
	Iteration 25Q: 3 clusters Score -1732588 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -1732621.375000 Penalty: 5072.332520
	Iteration 26Q: 3 clusters Score -1732621 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -1732647.250000 Penalty: 5072.332520
	Iteration 27Q: 3 clusters Score -1732647 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -1732675.125000 Penalty: 5072.332520
	Iteration 28Q: 3 clusters Score -1732675 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -1732701.000000 Penalty: 5072.332520
	Iteration 29Q: 3 clusters Score -1732701 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -1732705.125000 Penalty: 5072.332520
	Iteration 30Q: 3 clusters Score -1732705 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -1732715.375000 Penalty: 5072.332520
	Iteration 31Q: 3 clusters Score -1732715 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -1732715.000000 Penalty: 5072.332520
	Iteration 32Q: 3 clusters Score -1732715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -1732722.500000 Penalty: 5072.332520
	Iteration 33Q: 3 clusters Score -1732722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -1732721.500000 Penalty: 5072.332520
	Iteration 34Q: 3 clusters Score -1732722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -1732730.125000 Penalty: 5072.332520
	Iteration 35Q: 3 clusters Score -1732730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -1732734.375000 Penalty: 5072.332520
	Iteration 36Q: 3 clusters Score -1732734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -1732736.000000 Penalty: 5072.332520
	Iteration 37Q: 3 clusters Score -1732736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -1732730.875000 Penalty: 5072.332520
	Iteration 38Q: 3 clusters Score -1732731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -1732732.875000 Penalty: 5072.332520
	Iteration 39Q: 3 clusters Score -1732733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -1732798.625000 Penalty: 5072.332520
	Iteration 40F: 3 clusters Score -1732799 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -1732827.125000 Penalty: 5072.332520
	Iteration 41Q: 3 clusters Score -1732827 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -1732848.250000 Penalty: 5072.332520
	Iteration 42Q: 3 clusters Score -1732848 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -1732853.625000 Penalty: 5072.332520
	Iteration 43Q: 3 clusters Score -1732854 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -1732858.625000 Penalty: 5072.332520
	Iteration 44Q: 3 clusters Score -1732859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -1732864.000000 Penalty: 5072.332520
	Iteration 45Q: 3 clusters Score -1732864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -1732871.000000 Penalty: 5072.332520
	Iteration 46Q: 3 clusters Score -1732871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -1732873.125000 Penalty: 5072.332520
	Iteration 47Q: 3 clusters Score -1732873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -1732876.625000 Penalty: 5072.332520
	Iteration 48Q: 3 clusters Score -1732877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -1732880.250000 Penalty: 5072.332520
	Iteration 49Q: 3 clusters Score -1732880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -1732889.375000 Penalty: 5072.332520
	Iteration 50Q: 3 clusters Score -1732889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -1732883.000000 Penalty: 5072.332520
	Iteration 51Q: 3 clusters Score -1732883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -1732888.000000 Penalty: 5072.332520
	Iteration 52Q: 3 clusters Score -1732888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -1732887.375000 Penalty: 5072.332520
	Iteration 53Q: 3 clusters Score -1732887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -1732888.250000 Penalty: 5072.332520
	Iteration 54Q: 3 clusters Score -1732888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -1732890.000000 Penalty: 5072.332520
	Iteration 55Q: 3 clusters Score -1732890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -1732890.750000 Penalty: 5072.332520
	Iteration 56Q: 3 clusters Score -1732891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -1732894.125000 Penalty: 5072.332520
	Iteration 57Q: 3 clusters Score -1732894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -1732893.875000 Penalty: 5072.332520
	Iteration 58Q: 3 clusters Score -1732894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -1732894.375000 Penalty: 5072.332520
	Iteration 59Q: 3 clusters Score -1732894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -1732897.125000 Penalty: 5072.332520
	Iteration 60F: 3 clusters Score -1732897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -1732897.125000 Penalty: 5072.332520
	Iteration 61Q: 3 clusters Score -1732897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -1732898.875000 Penalty: 5072.332520
	Iteration 62Q: 3 clusters Score -1732899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -1732899.500000 Penalty: 5072.332520
	Iteration 63Q: 3 clusters Score -1732900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -1732900.125000 Penalty: 5072.332520
	Iteration 64Q: 3 clusters Score -1732900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -1732901.625000 Penalty: 5072.332520
	Iteration 65Q: 3 clusters Score -1732902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -1732903.000000 Penalty: 5072.332520
	Iteration 66Q: 3 clusters Score -1732903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -1732903.000000 Penalty: 5072.332520
	Iteration 67F: 3 clusters Score -1732903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1789 members 
Mstep: Class 3 contains 17414 members 
Mstep: Class 4 contains 24008 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 217897 members 
Mstep: Class 7 contains 195867 members 
Mstep: Class 8 contains 215568 members 
Mstep: Class 9 contains 2449 members 
Mstep: Class 10 contains 37641 members 
Mstep: Class 11 contains 24364 members 
Mstep: Class 12 contains 16605 members 
Mstep: Class 13 contains 11033 members 
Mstep: Class 14 contains 55136 members 
Mstep: Class 15 contains 38502 members 
Mstep: Class 16 contains 6587 members 
Mstep: Class 17 contains 15171 members 
Mstep: Class 18 contains 6667 members 
Mstep: Class 19 contains 158965 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 22218 members 
Mstep: Class 22 contains 12297 members 
Mstep: Class 23 contains 254563 members 
Mstep: Class 24 contains 11355 members 
Mstep: Class 25 contains 1766 members 
Mstep: Class 26 contains 3431 members 
Mstep: Class 27 contains 25176 members 
Entering Unmasked Estep 
Score: -102168752.000000 Penalty: 94837.859375
Splitting cluster 9 changes total score from -102159368.000000 to -102168752.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (37641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Entering Unmasked Estep 
Score: -2979180.750000 Penalty: 2612.890625
	Iteration 0F: 2 clusters Score -2979181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2953516.000000 Penalty: 5225.781250
	Iteration 0F: 3 clusters Score -2953516 nChanged 17224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2962806.750000 Penalty: 5225.781250
	Iteration 1F: 3 clusters Score -2962807 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2963351.750000 Penalty: 5225.781250
	Iteration 2Q: 3 clusters Score -2963352 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2963909.000000 Penalty: 5225.781250
	Iteration 3Q: 3 clusters Score -2963909 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -2964536.500000 Penalty: 5225.781250
	Iteration 4Q: 3 clusters Score -2964536 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -2965290.250000 Penalty: 5225.781250
	Iteration 5Q: 3 clusters Score -2965290 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -2966271.750000 Penalty: 5225.781250
	Iteration 6F: 3 clusters Score -2966272 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -2967617.000000 Penalty: 5225.781250
	Iteration 7F: 3 clusters Score -2967617 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -2969362.750000 Penalty: 5225.781250
	Iteration 8F: 3 clusters Score -2969363 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -2971575.000000 Penalty: 5225.781250
	Iteration 9F: 3 clusters Score -2971575 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -2973556.000000 Penalty: 5225.781250
	Iteration 10F: 3 clusters Score -2973556 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -2974549.250000 Penalty: 5225.781250
	Iteration 11Q: 3 clusters Score -2974549 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -2974899.250000 Penalty: 5225.781250
	Iteration 12Q: 3 clusters Score -2974899 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -2975063.500000 Penalty: 5225.781250
	Iteration 13Q: 3 clusters Score -2975064 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -2975158.000000 Penalty: 5225.781250
	Iteration 14Q: 3 clusters Score -2975158 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -2975209.250000 Penalty: 5225.781250
	Iteration 15Q: 3 clusters Score -2975209 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -2975287.000000 Penalty: 5225.781250
	Iteration 16Q: 3 clusters Score -2975287 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -2975341.000000 Penalty: 5225.781250
	Iteration 17Q: 3 clusters Score -2975341 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -2975388.000000 Penalty: 5225.781250
	Iteration 18Q: 3 clusters Score -2975388 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -2975427.250000 Penalty: 5225.781250
	Iteration 19Q: 3 clusters Score -2975427 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -2975464.250000 Penalty: 5225.781250
	Iteration 20F: 3 clusters Score -2975464 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -2975499.500000 Penalty: 5225.781250
	Iteration 21Q: 3 clusters Score -2975500 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -2975536.500000 Penalty: 5225.781250
	Iteration 22Q: 3 clusters Score -2975536 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -2975583.500000 Penalty: 5225.781250
	Iteration 23Q: 3 clusters Score -2975584 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -2975618.250000 Penalty: 5225.781250
	Iteration 24Q: 3 clusters Score -2975618 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -2975667.500000 Penalty: 5225.781250
	Iteration 25Q: 3 clusters Score -2975668 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -2975715.500000 Penalty: 5225.781250
	Iteration 26Q: 3 clusters Score -2975716 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -2975749.500000 Penalty: 5225.781250
	Iteration 27Q: 3 clusters Score -2975750 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -2975776.000000 Penalty: 5225.781250
	Iteration 28Q: 3 clusters Score -2975776 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -2975807.500000 Penalty: 5225.781250
	Iteration 29Q: 3 clusters Score -2975808 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -2975824.500000 Penalty: 5225.781250
	Iteration 30Q: 3 clusters Score -2975824 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -2975845.250000 Penalty: 5225.781250
	Iteration 31Q: 3 clusters Score -2975845 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -2975880.500000 Penalty: 5225.781250
	Iteration 32Q: 3 clusters Score -2975880 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -2975913.000000 Penalty: 5225.781250
	Iteration 33Q: 3 clusters Score -2975913 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -2975935.000000 Penalty: 5225.781250
	Iteration 34Q: 3 clusters Score -2975935 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -2975966.500000 Penalty: 5225.781250
	Iteration 35Q: 3 clusters Score -2975966 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -2975983.250000 Penalty: 5225.781250
	Iteration 36Q: 3 clusters Score -2975983 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -2976008.000000 Penalty: 5225.781250
	Iteration 37Q: 3 clusters Score -2976008 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -2976027.750000 Penalty: 5225.781250
	Iteration 38Q: 3 clusters Score -2976028 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -2976049.750000 Penalty: 5225.781250
	Iteration 39Q: 3 clusters Score -2976050 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -2976086.750000 Penalty: 5225.781250
	Iteration 40F: 3 clusters Score -2976087 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -2976098.750000 Penalty: 5225.781250
	Iteration 41Q: 3 clusters Score -2976099 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -2976130.750000 Penalty: 5225.781250
	Iteration 42Q: 3 clusters Score -2976131 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -2976170.000000 Penalty: 5225.781250
	Iteration 43Q: 3 clusters Score -2976170 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -2976203.000000 Penalty: 5225.781250
	Iteration 44Q: 3 clusters Score -2976203 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -2976236.000000 Penalty: 5225.781250
	Iteration 45Q: 3 clusters Score -2976236 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -2976266.750000 Penalty: 5225.781250
	Iteration 46Q: 3 clusters Score -2976267 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -2976294.750000 Penalty: 5225.781250
	Iteration 47Q: 3 clusters Score -2976295 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -2976324.250000 Penalty: 5225.781250
	Iteration 48Q: 3 clusters Score -2976324 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -2976366.250000 Penalty: 5225.781250
	Iteration 49Q: 3 clusters Score -2976366 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -2976416.750000 Penalty: 5225.781250
	Iteration 50Q: 3 clusters Score -2976417 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -2976468.250000 Penalty: 5225.781250
	Iteration 51Q: 3 clusters Score -2976468 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -2976502.500000 Penalty: 5225.781250
	Iteration 52Q: 3 clusters Score -2976502 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -2976534.500000 Penalty: 5225.781250
	Iteration 53Q: 3 clusters Score -2976534 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -2976562.500000 Penalty: 5225.781250
	Iteration 54Q: 3 clusters Score -2976562 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -2976588.000000 Penalty: 5225.781250
	Iteration 55Q: 3 clusters Score -2976588 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -2976614.500000 Penalty: 5225.781250
	Iteration 56Q: 3 clusters Score -2976614 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -2976630.500000 Penalty: 5225.781250
	Iteration 57Q: 3 clusters Score -2976630 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -2976645.750000 Penalty: 5225.781250
	Iteration 58Q: 3 clusters Score -2976646 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -2976673.500000 Penalty: 5225.781250
	Iteration 59Q: 3 clusters Score -2976674 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -2976688.500000 Penalty: 5225.781250
	Iteration 60F: 3 clusters Score -2976688 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -2976707.250000 Penalty: 5225.781250
	Iteration 61Q: 3 clusters Score -2976707 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -2976716.750000 Penalty: 5225.781250
	Iteration 62Q: 3 clusters Score -2976717 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -2976717.500000 Penalty: 5225.781250
	Iteration 63Q: 3 clusters Score -2976718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -2976735.500000 Penalty: 5225.781250
	Iteration 64Q: 3 clusters Score -2976736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -2976748.000000 Penalty: 5225.781250
	Iteration 65Q: 3 clusters Score -2976748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -2976757.500000 Penalty: 5225.781250
	Iteration 66Q: 3 clusters Score -2976758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -2976765.000000 Penalty: 5225.781250
	Iteration 67Q: 3 clusters Score -2976765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -2976769.750000 Penalty: 5225.781250
	Iteration 68Q: 3 clusters Score -2976770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -2976780.750000 Penalty: 5225.781250
	Iteration 69Q: 3 clusters Score -2976781 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -2976789.250000 Penalty: 5225.781250
	Iteration 70Q: 3 clusters Score -2976789 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -2976799.750000 Penalty: 5225.781250
	Iteration 71Q: 3 clusters Score -2976800 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -2976814.750000 Penalty: 5225.781250
	Iteration 72Q: 3 clusters Score -2976815 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -2976831.750000 Penalty: 5225.781250
	Iteration 73Q: 3 clusters Score -2976832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -2976839.000000 Penalty: 5225.781250
	Iteration 74Q: 3 clusters Score -2976839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -2976847.250000 Penalty: 5225.781250
	Iteration 75Q: 3 clusters Score -2976847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -2976848.000000 Penalty: 5225.781250
	Iteration 76Q: 3 clusters Score -2976848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -2976851.250000 Penalty: 5225.781250
	Iteration 77Q: 3 clusters Score -2976851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -2976858.750000 Penalty: 5225.781250
	Iteration 78Q: 3 clusters Score -2976859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -2976861.250000 Penalty: 5225.781250
	Iteration 79Q: 3 clusters Score -2976861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -2976867.500000 Penalty: 5225.781250
	Iteration 80F: 3 clusters Score -2976868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -2976868.000000 Penalty: 5225.781250
	Iteration 81Q: 3 clusters Score -2976868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -2976871.250000 Penalty: 5225.781250
	Iteration 82Q: 3 clusters Score -2976871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -2976874.750000 Penalty: 5225.781250
	Iteration 83Q: 3 clusters Score -2976875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -2976875.250000 Penalty: 5225.781250
	Iteration 84Q: 3 clusters Score -2976875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -2976880.250000 Penalty: 5225.781250
	Iteration 85Q: 3 clusters Score -2976880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -2976880.000000 Penalty: 5225.781250
	Iteration 86Q: 3 clusters Score -2976880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -2976875.750000 Penalty: 5225.781250
	Iteration 87Q: 3 clusters Score -2976876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -2976876.000000 Penalty: 5225.781250
	Iteration 88Q: 3 clusters Score -2976876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -2976878.500000 Penalty: 5225.781250
	Iteration 89Q: 3 clusters Score -2976878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -2976882.500000 Penalty: 5225.781250
	Iteration 90Q: 3 clusters Score -2976882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -2976884.250000 Penalty: 5225.781250
	Iteration 91Q: 3 clusters Score -2976884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -2976887.750000 Penalty: 5225.781250
	Iteration 92Q: 3 clusters Score -2976888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -2976887.750000 Penalty: 5225.781250
	Iteration 93Q: 3 clusters Score -2976888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -2976888.000000 Penalty: 5225.781250
	Iteration 94Q: 3 clusters Score -2976888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -2976888.750000 Penalty: 5225.781250
	Iteration 95Q: 3 clusters Score -2976889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -2976888.750000 Penalty: 5225.781250
	Iteration 96Q: 3 clusters Score -2976889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -2976888.750000 Penalty: 5225.781250
	Iteration 97F: 3 clusters Score -2976889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Entering Unmasked Estep 
Score: -1722810.375000 Penalty: 2505.013672
	Iteration 0F: 2 clusters Score -1722810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1705758.875000 Penalty: 5010.027344
	Iteration 0F: 3 clusters Score -1705759 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1712130.875000 Penalty: 5010.027344
	Iteration 1F: 3 clusters Score -1712131 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1713882.500000 Penalty: 5010.027344
	Iteration 2F: 3 clusters Score -1713882 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1716756.625000 Penalty: 5010.027344
	Iteration 3F: 3 clusters Score -1716757 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1719938.250000 Penalty: 5010.027344
	Iteration 4F: 3 clusters Score -1719938 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1722991.875000 Penalty: 5010.027344
	Iteration 5F: 3 clusters Score -1722992 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1725025.375000 Penalty: 5010.027344
	Iteration 6F: 3 clusters Score -1725025 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1726015.625000 Penalty: 5010.027344
	Iteration 7F: 3 clusters Score -1726016 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1726511.125000 Penalty: 5010.027344
	Iteration 8Q: 3 clusters Score -1726511 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1726860.875000 Penalty: 5010.027344
	Iteration 9Q: 3 clusters Score -1726861 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1727115.625000 Penalty: 5010.027344
	Iteration 10Q: 3 clusters Score -1727116 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1727304.750000 Penalty: 5010.027344
	Iteration 11Q: 3 clusters Score -1727305 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1727449.000000 Penalty: 5010.027344
	Iteration 12Q: 3 clusters Score -1727449 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1727573.000000 Penalty: 5010.027344
	Iteration 13Q: 3 clusters Score -1727573 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1727657.750000 Penalty: 5010.027344
	Iteration 14Q: 3 clusters Score -1727658 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1727704.625000 Penalty: 5010.027344
	Iteration 15Q: 3 clusters Score -1727705 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1727743.500000 Penalty: 5010.027344
	Iteration 16Q: 3 clusters Score -1727744 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1727765.500000 Penalty: 5010.027344
	Iteration 17Q: 3 clusters Score -1727766 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1727785.000000 Penalty: 5010.027344
	Iteration 18Q: 3 clusters Score -1727785 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1727799.625000 Penalty: 5010.027344
	Iteration 19Q: 3 clusters Score -1727800 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1727821.125000 Penalty: 5010.027344
	Iteration 20F: 3 clusters Score -1727821 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1727842.250000 Penalty: 5010.027344
	Iteration 21Q: 3 clusters Score -1727842 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1727877.750000 Penalty: 5010.027344
	Iteration 22Q: 3 clusters Score -1727878 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1727966.000000 Penalty: 5010.027344
	Iteration 23Q: 3 clusters Score -1727966 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1728168.000000 Penalty: 5010.027344
	Iteration 24Q: 3 clusters Score -1728168 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1728515.000000 Penalty: 5010.027344
	Iteration 25Q: 3 clusters Score -1728515 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1728757.500000 Penalty: 5010.027344
	Iteration 26Q: 3 clusters Score -1728758 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1728936.125000 Penalty: 5010.027344
	Iteration 27Q: 3 clusters Score -1728936 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1729101.250000 Penalty: 5010.027344
	Iteration 28Q: 3 clusters Score -1729101 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1729225.250000 Penalty: 5010.027344
	Iteration 29Q: 3 clusters Score -1729225 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1729298.250000 Penalty: 5010.027344
	Iteration 30Q: 3 clusters Score -1729298 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1729338.875000 Penalty: 5010.027344
	Iteration 31Q: 3 clusters Score -1729339 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1729357.125000 Penalty: 5010.027344
	Iteration 32Q: 3 clusters Score -1729357 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1729361.375000 Penalty: 5010.027344
	Iteration 33Q: 3 clusters Score -1729361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1729369.750000 Penalty: 5010.027344
	Iteration 34Q: 3 clusters Score -1729370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1729373.750000 Penalty: 5010.027344
	Iteration 35Q: 3 clusters Score -1729374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1729368.125000 Penalty: 5010.027344
	Iteration 36Q: 3 clusters Score -1729368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1729367.250000 Penalty: 5010.027344
	Iteration 37Q: 3 clusters Score -1729367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1729366.875000 Penalty: 5010.027344
	Iteration 38Q: 3 clusters Score -1729367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1729367.250000 Penalty: 5010.027344
	Iteration 39Q: 3 clusters Score -1729367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1729367.250000 Penalty: 5010.027344
	Iteration 40F: 3 clusters Score -1729367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1789 members 
Mstep: Class 3 contains 17414 members 
Mstep: Class 4 contains 24008 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 217897 members 
Mstep: Class 7 contains 195867 members 
Mstep: Class 8 contains 215568 members 
Mstep: Class 9 contains 2449 members 
Mstep: Class 10 contains 37641 members 
Mstep: Class 11 contains 21277 members 
Mstep: Class 12 contains 16605 members 
Mstep: Class 13 contains 11033 members 
Mstep: Class 14 contains 55136 members 
Mstep: Class 15 contains 38502 members 
Mstep: Class 16 contains 6587 members 
Mstep: Class 17 contains 15171 members 
Mstep: Class 18 contains 6667 members 
Mstep: Class 19 contains 158965 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 22218 members 
Mstep: Class 22 contains 12297 members 
Mstep: Class 23 contains 254563 members 
Mstep: Class 24 contains 11355 members 
Mstep: Class 25 contains 1766 members 
Mstep: Class 26 contains 3431 members 
Mstep: Class 27 contains 25176 members 
Mstep: Class 28 contains 3087 members 
Entering Unmasked Estep 
Score: -102173496.000000 Penalty: 98350.367188
Splitting cluster 11 changes total score from -102159368.000000 to -102173496.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (16605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Entering Unmasked Estep 
Score: -1219390.000000 Penalty: 2409.929688
	Iteration 0F: 2 clusters Score -1219390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1207585.125000 Penalty: 4819.859375
	Iteration 0F: 3 clusters Score -1207585 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1211423.125000 Penalty: 4819.859375
	Iteration 1F: 3 clusters Score -1211423 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1211854.875000 Penalty: 4819.859375
	Iteration 2F: 3 clusters Score -1211855 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1212210.625000 Penalty: 4819.859375
	Iteration 3F: 3 clusters Score -1212211 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1212575.500000 Penalty: 4819.859375
	Iteration 4Q: 3 clusters Score -1212576 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1212988.125000 Penalty: 4819.859375
	Iteration 5Q: 3 clusters Score -1212988 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1213426.000000 Penalty: 4819.859375
	Iteration 6Q: 3 clusters Score -1213426 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1213840.625000 Penalty: 4819.859375
	Iteration 7Q: 3 clusters Score -1213841 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1214307.875000 Penalty: 4819.859375
	Iteration 8Q: 3 clusters Score -1214308 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1214888.750000 Penalty: 4819.859375
	Iteration 9Q: 3 clusters Score -1214889 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1215654.500000 Penalty: 4819.859375
	Iteration 10F: 3 clusters Score -1215654 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1216696.875000 Penalty: 4819.859375
	Iteration 11F: 3 clusters Score -1216697 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1217444.500000 Penalty: 4819.859375
	Iteration 12Q: 3 clusters Score -1217444 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1217760.375000 Penalty: 4819.859375
	Iteration 13Q: 3 clusters Score -1217760 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1217961.500000 Penalty: 4819.859375
	Iteration 14Q: 3 clusters Score -1217962 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1218079.500000 Penalty: 4819.859375
	Iteration 15Q: 3 clusters Score -1218080 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1218159.125000 Penalty: 4819.859375
	Iteration 16Q: 3 clusters Score -1218159 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1218216.250000 Penalty: 4819.859375
	Iteration 17Q: 3 clusters Score -1218216 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1218266.125000 Penalty: 4819.859375
	Iteration 18Q: 3 clusters Score -1218266 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1218308.250000 Penalty: 4819.859375
	Iteration 19Q: 3 clusters Score -1218308 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1218372.375000 Penalty: 4819.859375
	Iteration 20F: 3 clusters Score -1218372 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1218446.500000 Penalty: 4819.859375
	Iteration 21Q: 3 clusters Score -1218446 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1218558.625000 Penalty: 4819.859375
	Iteration 22Q: 3 clusters Score -1218559 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1218674.375000 Penalty: 4819.859375
	Iteration 23Q: 3 clusters Score -1218674 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1218806.750000 Penalty: 4819.859375
	Iteration 24Q: 3 clusters Score -1218807 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1218997.625000 Penalty: 4819.859375
	Iteration 25Q: 3 clusters Score -1218998 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1219232.375000 Penalty: 4819.859375
	Iteration 26Q: 3 clusters Score -1219232 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1219501.125000 Penalty: 4819.859375
	Iteration 27Q: 3 clusters Score -1219501 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1219786.750000 Penalty: 4819.859375
	Iteration 28Q: 3 clusters Score -1219787 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1219977.750000 Penalty: 4819.859375
	Iteration 29Q: 3 clusters Score -1219978 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1220072.500000 Penalty: 4819.859375
	Iteration 30Q: 3 clusters Score -1220072 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1220110.750000 Penalty: 4819.859375
	Iteration 31Q: 3 clusters Score -1220111 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1220130.625000 Penalty: 4819.859375
	Iteration 32Q: 3 clusters Score -1220131 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1220140.625000 Penalty: 4819.859375
	Iteration 33Q: 3 clusters Score -1220141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1220146.000000 Penalty: 4819.859375
	Iteration 34Q: 3 clusters Score -1220146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1220148.875000 Penalty: 4819.859375
	Iteration 35Q: 3 clusters Score -1220149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1220153.125000 Penalty: 4819.859375
	Iteration 36Q: 3 clusters Score -1220153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1220151.625000 Penalty: 4819.859375
	Iteration 37Q: 3 clusters Score -1220152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1220151.250000 Penalty: 4819.859375
	Iteration 38Q: 3 clusters Score -1220151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1220150.000000 Penalty: 4819.859375
	Iteration 39Q: 3 clusters Score -1220150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1220151.500000 Penalty: 4819.859375
	Iteration 40F: 3 clusters Score -1220152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1220153.750000 Penalty: 4819.859375
	Iteration 41Q: 3 clusters Score -1220154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1220154.750000 Penalty: 4819.859375
	Iteration 42Q: 3 clusters Score -1220155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1220154.750000 Penalty: 4819.859375
	Iteration 43F: 3 clusters Score -1220155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1789 members 
Mstep: Class 3 contains 17414 members 
Mstep: Class 4 contains 24008 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 217897 members 
Mstep: Class 7 contains 195867 members 
Mstep: Class 8 contains 215568 members 
Mstep: Class 9 contains 2449 members 
Mstep: Class 10 contains 37641 members 
Mstep: Class 11 contains 21277 members 
Mstep: Class 12 contains 10951 members 
Mstep: Class 13 contains 11033 members 
Mstep: Class 14 contains 55136 members 
Mstep: Class 15 contains 38502 members 
Mstep: Class 16 contains 6587 members 
Mstep: Class 17 contains 15171 members 
Mstep: Class 18 contains 6667 members 
Mstep: Class 19 contains 158965 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 22218 members 
Mstep: Class 22 contains 12297 members 
Mstep: Class 23 contains 254563 members 
Mstep: Class 24 contains 11355 members 
Mstep: Class 25 contains 1766 members 
Mstep: Class 26 contains 3431 members 
Mstep: Class 27 contains 25176 members 
Mstep: Class 28 contains 3087 members 
Mstep: Class 29 contains 5654 members 
Entering Unmasked Estep 
Score: -102173264.000000 Penalty: 101862.882812
Splitting cluster 12 changes total score from -102159368.000000 to -102173264.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (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: -735128.125000 Penalty: 2308.544189
	Iteration 0F: 2 clusters Score -735128.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -727012.000000 Penalty: 4617.088379
	Iteration 0F: 3 clusters Score -727012 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -732041.625000 Penalty: 4617.088379
	Iteration 1F: 3 clusters Score -732041.6 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -735489.187500 Penalty: 4617.088379
	Iteration 2F: 3 clusters Score -735489.2 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -738334.437500 Penalty: 4617.088379
	Iteration 3F: 3 clusters Score -738334.4 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -739744.937500 Penalty: 4617.088379
	Iteration 4F: 3 clusters Score -739744.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -740084.750000 Penalty: 4617.088379
	Iteration 5Q: 3 clusters Score -740084.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -740228.437500 Penalty: 4617.088379
	Iteration 6Q: 3 clusters Score -740228.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -740297.000000 Penalty: 4617.088379
	Iteration 7Q: 3 clusters Score -740297 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -740335.875000 Penalty: 4617.088379
	Iteration 8Q: 3 clusters Score -740335.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -740365.500000 Penalty: 4617.088379
	Iteration 9Q: 3 clusters Score -740365.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -740381.437500 Penalty: 4617.088379
	Iteration 10Q: 3 clusters Score -740381.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -740391.187500 Penalty: 4617.088379
	Iteration 11Q: 3 clusters Score -740391.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -740397.812500 Penalty: 4617.088379
	Iteration 12Q: 3 clusters Score -740397.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -740407.625000 Penalty: 4617.088379
	Iteration 13Q: 3 clusters Score -740407.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -740416.187500 Penalty: 4617.088379
	Iteration 14Q: 3 clusters Score -740416.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -740421.562500 Penalty: 4617.088379
	Iteration 15Q: 3 clusters Score -740421.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -740423.500000 Penalty: 4617.088379
	Iteration 16Q: 3 clusters Score -740423.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -740426.062500 Penalty: 4617.088379
	Iteration 17Q: 3 clusters Score -740426.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -740426.625000 Penalty: 4617.088379
	Iteration 18Q: 3 clusters Score -740426.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -740435.125000 Penalty: 4617.088379
	Iteration 19Q: 3 clusters Score -740435.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -740436.000000 Penalty: 4617.088379
	Iteration 20F: 3 clusters Score -740436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -740445.125000 Penalty: 4617.088379
	Iteration 21Q: 3 clusters Score -740445.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -740447.250000 Penalty: 4617.088379
	Iteration 22Q: 3 clusters Score -740447.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -740453.062500 Penalty: 4617.088379
	Iteration 23Q: 3 clusters Score -740453.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -740457.375000 Penalty: 4617.088379
	Iteration 24Q: 3 clusters Score -740457.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -740459.875000 Penalty: 4617.088379
	Iteration 25Q: 3 clusters Score -740459.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -740463.937500 Penalty: 4617.088379
	Iteration 26Q: 3 clusters Score -740463.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -740478.500000 Penalty: 4617.088379
	Iteration 27Q: 3 clusters Score -740478.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -740493.687500 Penalty: 4617.088379
	Iteration 28Q: 3 clusters Score -740493.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -740517.875000 Penalty: 4617.088379
	Iteration 29Q: 3 clusters Score -740517.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -740539.687500 Penalty: 4617.088379
	Iteration 30Q: 3 clusters Score -740539.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -740560.562500 Penalty: 4617.088379
	Iteration 31Q: 3 clusters Score -740560.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -740575.750000 Penalty: 4617.088379
	Iteration 32Q: 3 clusters Score -740575.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -740587.312500 Penalty: 4617.088379
	Iteration 33Q: 3 clusters Score -740587.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -740592.250000 Penalty: 4617.088379
	Iteration 34Q: 3 clusters Score -740592.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -740594.312500 Penalty: 4617.088379
	Iteration 35Q: 3 clusters Score -740594.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -740597.437500 Penalty: 4617.088379
	Iteration 36Q: 3 clusters Score -740597.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -740603.437500 Penalty: 4617.088379
	Iteration 37Q: 3 clusters Score -740603.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -740604.687500 Penalty: 4617.088379
	Iteration 38Q: 3 clusters Score -740604.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -740608.312500 Penalty: 4617.088379
	Iteration 39Q: 3 clusters Score -740608.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -740608.812500 Penalty: 4617.088379
	Iteration 40F: 3 clusters Score -740608.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -740608.562500 Penalty: 4617.088379
	Iteration 41Q: 3 clusters Score -740608.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -740608.562500 Penalty: 4617.088379
	Iteration 42F: 3 clusters Score -740608.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1789 members 
Mstep: Class 3 contains 17414 members 
Mstep: Class 4 contains 24008 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 217897 members 
Mstep: Class 7 contains 195867 members 
Mstep: Class 8 contains 215568 members 
Mstep: Class 9 contains 2449 members 
Mstep: Class 10 contains 37641 members 
Mstep: Class 11 contains 21277 members 
Mstep: Class 12 contains 10951 members 
Mstep: Class 13 contains 7973 members 
Mstep: Class 14 contains 55136 members 
Mstep: Class 15 contains 38502 members 
Mstep: Class 16 contains 6587 members 
Mstep: Class 17 contains 15171 members 
Mstep: Class 18 contains 6667 members 
Mstep: Class 19 contains 158965 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 22218 members 
Mstep: Class 22 contains 12297 members 
Mstep: Class 23 contains 254563 members 
Mstep: Class 24 contains 11355 members 
Mstep: Class 25 contains 1766 members 
Mstep: Class 26 contains 3431 members 
Mstep: Class 27 contains 25176 members 
Mstep: Class 28 contains 3087 members 
Mstep: Class 29 contains 5654 members 
Mstep: Class 30 contains 3060 members 
Entering Unmasked Estep 
Score: -102177688.000000 Penalty: 105375.398438
Splitting cluster 13 changes total score from -102159368.000000 to -102177688.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (55136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55136 members 
Entering Unmasked Estep 
Score: -4203841.500000 Penalty: 2707.554199
	Iteration 0F: 2 clusters Score -4203842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -4166899.750000 Penalty: 5415.108398
	Iteration 0F: 3 clusters Score -4166900 nChanged 25440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -4181070.750000 Penalty: 5415.108398
	Iteration 1F: 3 clusters Score -4181071 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -4181788.250000 Penalty: 5415.108398
	Iteration 2Q: 3 clusters Score -4181788 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -4182594.250000 Penalty: 5415.108398
	Iteration 3Q: 3 clusters Score -4182594 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -4183610.750000 Penalty: 5415.108398
	Iteration 4Q: 3 clusters Score -4183611 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -4184999.000000 Penalty: 5415.108398
	Iteration 5Q: 3 clusters Score -4184999 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -4186701.000000 Penalty: 5415.108398
	Iteration 6F: 3 clusters Score -4186701 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -4188600.000000 Penalty: 5415.108398
	Iteration 7F: 3 clusters Score -4188600 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -4190377.000000 Penalty: 5415.108398
	Iteration 8F: 3 clusters Score -4190377 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -4192024.750000 Penalty: 5415.108398
	Iteration 9F: 3 clusters Score -4192025 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -4193512.500000 Penalty: 5415.108398
	Iteration 10Q: 3 clusters Score -4193512 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -4194776.500000 Penalty: 5415.108398
	Iteration 11Q: 3 clusters Score -4194776 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -4195948.000000 Penalty: 5415.108398
	Iteration 12Q: 3 clusters Score -4195948 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -4196800.500000 Penalty: 5415.108398
	Iteration 13Q: 3 clusters Score -4196800 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -4197483.000000 Penalty: 5415.108398
	Iteration 14Q: 3 clusters Score -4197483 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -4198111.000000 Penalty: 5415.108398
	Iteration 15Q: 3 clusters Score -4198111 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -4198641.000000 Penalty: 5415.108398
	Iteration 16Q: 3 clusters Score -4198641 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -4199116.000000 Penalty: 5415.108398
	Iteration 17Q: 3 clusters Score -4199116 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -4199473.000000 Penalty: 5415.108398
	Iteration 18Q: 3 clusters Score -4199473 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -4199813.500000 Penalty: 5415.108398
	Iteration 19Q: 3 clusters Score -4199814 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -4200133.500000 Penalty: 5415.108398
	Iteration 20F: 3 clusters Score -4200134 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -4200385.500000 Penalty: 5415.108398
	Iteration 21Q: 3 clusters Score -4200386 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -4200601.500000 Penalty: 5415.108398
	Iteration 22Q: 3 clusters Score -4200602 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -4200808.500000 Penalty: 5415.108398
	Iteration 23Q: 3 clusters Score -4200808 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -4200995.500000 Penalty: 5415.108398
	Iteration 24Q: 3 clusters Score -4200996 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51660 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -4201137.500000 Penalty: 5415.108398
	Iteration 25Q: 3 clusters Score -4201138 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51953 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -4201269.500000 Penalty: 5415.108398
	Iteration 26Q: 3 clusters Score -4201270 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52206 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4201360.500000 Penalty: 5415.108398
	Iteration 27Q: 3 clusters Score -4201360 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -4201446.500000 Penalty: 5415.108398
	Iteration 28Q: 3 clusters Score -4201446 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -4201517.500000 Penalty: 5415.108398
	Iteration 29Q: 3 clusters Score -4201518 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52748 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -4201600.500000 Penalty: 5415.108398
	Iteration 30Q: 3 clusters Score -4201600 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52891 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4201648.000000 Penalty: 5415.108398
	Iteration 31Q: 3 clusters Score -4201648 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4201691.500000 Penalty: 5415.108398
	Iteration 32Q: 3 clusters Score -4201692 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53130 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4201743.000000 Penalty: 5415.108398
	Iteration 33Q: 3 clusters Score -4201743 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4201793.000000 Penalty: 5415.108398
	Iteration 34Q: 3 clusters Score -4201793 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53313 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4201825.000000 Penalty: 5415.108398
	Iteration 35Q: 3 clusters Score -4201825 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53377 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4201852.500000 Penalty: 5415.108398
	Iteration 36Q: 3 clusters Score -4201852 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4201882.000000 Penalty: 5415.108398
	Iteration 37Q: 3 clusters Score -4201882 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4201897.000000 Penalty: 5415.108398
	Iteration 38Q: 3 clusters Score -4201897 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53520 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4201916.000000 Penalty: 5415.108398
	Iteration 39Q: 3 clusters Score -4201916 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4201934.000000 Penalty: 5415.108398
	Iteration 40F: 3 clusters Score -4201934 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53588 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4201951.000000 Penalty: 5415.108398
	Iteration 41Q: 3 clusters Score -4201951 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4201955.000000 Penalty: 5415.108398
	Iteration 42Q: 3 clusters Score -4201955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53636 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4201957.500000 Penalty: 5415.108398
	Iteration 43Q: 3 clusters Score -4201958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53657 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4201969.500000 Penalty: 5415.108398
	Iteration 44Q: 3 clusters Score -4201970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4201981.000000 Penalty: 5415.108398
	Iteration 45Q: 3 clusters Score -4201981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4201973.500000 Penalty: 5415.108398
	Iteration 46Q: 3 clusters Score -4201974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53706 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4201984.500000 Penalty: 5415.108398
	Iteration 47Q: 3 clusters Score -4201984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53717 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4201990.000000 Penalty: 5415.108398
	Iteration 48Q: 3 clusters Score -4201990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53727 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4201989.500000 Penalty: 5415.108398
	Iteration 49Q: 3 clusters Score -4201990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53744 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4201989.000000 Penalty: 5415.108398
	Iteration 50Q: 3 clusters Score -4201989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53763 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4202005.500000 Penalty: 5415.108398
	Iteration 51Q: 3 clusters Score -4202006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53781 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4202007.500000 Penalty: 5415.108398
	Iteration 52Q: 3 clusters Score -4202008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4202013.000000 Penalty: 5415.108398
	Iteration 53Q: 3 clusters Score -4202013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53806 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4202016.000000 Penalty: 5415.108398
	Iteration 54Q: 3 clusters Score -4202016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4202009.500000 Penalty: 5415.108398
	Iteration 55Q: 3 clusters Score -4202010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53818 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4202014.000000 Penalty: 5415.108398
	Iteration 56Q: 3 clusters Score -4202014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4202013.500000 Penalty: 5415.108398
	Iteration 57Q: 3 clusters Score -4202014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53820 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4202010.500000 Penalty: 5415.108398
	Iteration 58Q: 3 clusters Score -4202010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4202013.500000 Penalty: 5415.108398
	Iteration 59Q: 3 clusters Score -4202014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53824 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4202014.000000 Penalty: 5415.108398
	Iteration 60F: 3 clusters Score -4202014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4202008.500000 Penalty: 5415.108398
	Iteration 61Q: 3 clusters Score -4202008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4202009.500000 Penalty: 5415.108398
	Iteration 62Q: 3 clusters Score -4202010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4202011.000000 Penalty: 5415.108398
	Iteration 63Q: 3 clusters Score -4202011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53829 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4202014.000000 Penalty: 5415.108398
	Iteration 64Q: 3 clusters Score -4202014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4202013.500000 Penalty: 5415.108398
	Iteration 65Q: 3 clusters Score -4202014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4202013.500000 Penalty: 5415.108398
	Iteration 66F: 3 clusters Score -4202014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Entering Unmasked Estep 
Score: -2886091.250000 Penalty: 2618.499268
	Iteration 0F: 2 clusters Score -2886091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2859883.250000 Penalty: 5236.998535
	Iteration 0F: 3 clusters Score -2859883 nChanged 17549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2869878.250000 Penalty: 5236.998535
	Iteration 1F: 3 clusters Score -2869878 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2870728.000000 Penalty: 5236.998535
	Iteration 2Q: 3 clusters Score -2870728 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2871841.250000 Penalty: 5236.998535
	Iteration 3F: 3 clusters Score -2871841 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2873067.500000 Penalty: 5236.998535
	Iteration 4F: 3 clusters Score -2873068 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -2874348.500000 Penalty: 5236.998535
	Iteration 5F: 3 clusters Score -2874348 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -2875641.250000 Penalty: 5236.998535
	Iteration 6F: 3 clusters Score -2875641 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -2876916.000000 Penalty: 5236.998535
	Iteration 7F: 3 clusters Score -2876916 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -2878011.000000 Penalty: 5236.998535
	Iteration 8F: 3 clusters Score -2878011 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -2878979.250000 Penalty: 5236.998535
	Iteration 9Q: 3 clusters Score -2878979 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -2879873.000000 Penalty: 5236.998535
	Iteration 10Q: 3 clusters Score -2879873 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -2880954.750000 Penalty: 5236.998535
	Iteration 11Q: 3 clusters Score -2880955 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -2882179.500000 Penalty: 5236.998535
	Iteration 12Q: 3 clusters Score -2882180 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -2883340.000000 Penalty: 5236.998535
	Iteration 13Q: 3 clusters Score -2883340 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -2884262.000000 Penalty: 5236.998535
	Iteration 14Q: 3 clusters Score -2884262 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -2884855.500000 Penalty: 5236.998535
	Iteration 15Q: 3 clusters Score -2884856 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -2885284.000000 Penalty: 5236.998535
	Iteration 16Q: 3 clusters Score -2885284 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -2885585.500000 Penalty: 5236.998535
	Iteration 17Q: 3 clusters Score -2885586 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -2885838.000000 Penalty: 5236.998535
	Iteration 18Q: 3 clusters Score -2885838 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -2886019.000000 Penalty: 5236.998535
	Iteration 19Q: 3 clusters Score -2886019 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -2886202.000000 Penalty: 5236.998535
	Iteration 20F: 3 clusters Score -2886202 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -2886352.250000 Penalty: 5236.998535
	Iteration 21Q: 3 clusters Score -2886352 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -2886475.500000 Penalty: 5236.998535
	Iteration 22Q: 3 clusters Score -2886476 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -2886612.750000 Penalty: 5236.998535
	Iteration 23Q: 3 clusters Score -2886613 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -2886733.750000 Penalty: 5236.998535
	Iteration 24Q: 3 clusters Score -2886734 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -2886853.500000 Penalty: 5236.998535
	Iteration 25Q: 3 clusters Score -2886854 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -2886945.000000 Penalty: 5236.998535
	Iteration 26Q: 3 clusters Score -2886945 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -2887018.500000 Penalty: 5236.998535
	Iteration 27Q: 3 clusters Score -2887018 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -2887075.750000 Penalty: 5236.998535
	Iteration 28Q: 3 clusters Score -2887076 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -2887117.000000 Penalty: 5236.998535
	Iteration 29Q: 3 clusters Score -2887117 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -2887159.000000 Penalty: 5236.998535
	Iteration 30Q: 3 clusters Score -2887159 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -2887205.750000 Penalty: 5236.998535
	Iteration 31Q: 3 clusters Score -2887206 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -2887238.000000 Penalty: 5236.998535
	Iteration 32Q: 3 clusters Score -2887238 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -2887256.500000 Penalty: 5236.998535
	Iteration 33Q: 3 clusters Score -2887256 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -2887288.000000 Penalty: 5236.998535
	Iteration 34Q: 3 clusters Score -2887288 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -2887311.250000 Penalty: 5236.998535
	Iteration 35Q: 3 clusters Score -2887311 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -2887329.750000 Penalty: 5236.998535
	Iteration 36Q: 3 clusters Score -2887330 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -2887343.750000 Penalty: 5236.998535
	Iteration 37Q: 3 clusters Score -2887344 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -2887348.250000 Penalty: 5236.998535
	Iteration 38Q: 3 clusters Score -2887348 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -2887371.250000 Penalty: 5236.998535
	Iteration 39Q: 3 clusters Score -2887371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -2887375.750000 Penalty: 5236.998535
	Iteration 40F: 3 clusters Score -2887376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -2887379.500000 Penalty: 5236.998535
	Iteration 41Q: 3 clusters Score -2887380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -2887387.250000 Penalty: 5236.998535
	Iteration 42Q: 3 clusters Score -2887387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -2887394.000000 Penalty: 5236.998535
	Iteration 43Q: 3 clusters Score -2887394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -2887398.250000 Penalty: 5236.998535
	Iteration 44Q: 3 clusters Score -2887398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -2887395.000000 Penalty: 5236.998535
	Iteration 45Q: 3 clusters Score -2887395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -2887402.500000 Penalty: 5236.998535
	Iteration 46Q: 3 clusters Score -2887402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -2887411.250000 Penalty: 5236.998535
	Iteration 47Q: 3 clusters Score -2887411 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -2887411.000000 Penalty: 5236.998535
	Iteration 48Q: 3 clusters Score -2887411 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -2887417.250000 Penalty: 5236.998535
	Iteration 49Q: 3 clusters Score -2887417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -2887428.250000 Penalty: 5236.998535
	Iteration 50Q: 3 clusters Score -2887428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -2887434.000000 Penalty: 5236.998535
	Iteration 51Q: 3 clusters Score -2887434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -2887445.250000 Penalty: 5236.998535
	Iteration 52Q: 3 clusters Score -2887445 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -2887446.500000 Penalty: 5236.998535
	Iteration 53Q: 3 clusters Score -2887446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -2887453.750000 Penalty: 5236.998535
	Iteration 54Q: 3 clusters Score -2887454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -2887454.250000 Penalty: 5236.998535
	Iteration 55Q: 3 clusters Score -2887454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -2887461.750000 Penalty: 5236.998535
	Iteration 56Q: 3 clusters Score -2887462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -2887460.000000 Penalty: 5236.998535
	Iteration 57Q: 3 clusters Score -2887460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -2887462.500000 Penalty: 5236.998535
	Iteration 58Q: 3 clusters Score -2887462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -2887469.750000 Penalty: 5236.998535
	Iteration 59Q: 3 clusters Score -2887470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -2887471.500000 Penalty: 5236.998535
	Iteration 60F: 3 clusters Score -2887472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -2887473.500000 Penalty: 5236.998535
	Iteration 61Q: 3 clusters Score -2887474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -2887481.750000 Penalty: 5236.998535
	Iteration 62Q: 3 clusters Score -2887482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -2887485.750000 Penalty: 5236.998535
	Iteration 63Q: 3 clusters Score -2887486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -2887489.500000 Penalty: 5236.998535
	Iteration 64Q: 3 clusters Score -2887490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -2887488.250000 Penalty: 5236.998535
	Iteration 65Q: 3 clusters Score -2887488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -2887497.250000 Penalty: 5236.998535
	Iteration 66Q: 3 clusters Score -2887497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -2887499.500000 Penalty: 5236.998535
	Iteration 67Q: 3 clusters Score -2887500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -2887501.250000 Penalty: 5236.998535
	Iteration 68Q: 3 clusters Score -2887501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -2887502.500000 Penalty: 5236.998535
	Iteration 69Q: 3 clusters Score -2887502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -2887505.500000 Penalty: 5236.998535
	Iteration 70Q: 3 clusters Score -2887506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -2887502.500000 Penalty: 5236.998535
	Iteration 71Q: 3 clusters Score -2887502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -2887505.000000 Penalty: 5236.998535
	Iteration 72Q: 3 clusters Score -2887505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -2887499.750000 Penalty: 5236.998535
	Iteration 73Q: 3 clusters Score -2887500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -2887496.750000 Penalty: 5236.998535
	Iteration 74Q: 3 clusters Score -2887497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -2887503.750000 Penalty: 5236.998535
	Iteration 75Q: 3 clusters Score -2887504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -2887504.250000 Penalty: 5236.998535
	Iteration 76Q: 3 clusters Score -2887504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -2887506.500000 Penalty: 5236.998535
	Iteration 77Q: 3 clusters Score -2887506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -2887508.750000 Penalty: 5236.998535
	Iteration 78Q: 3 clusters Score -2887509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -2887511.750000 Penalty: 5236.998535
	Iteration 79Q: 3 clusters Score -2887512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -2887512.250000 Penalty: 5236.998535
	Iteration 80F: 3 clusters Score -2887512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -2887515.000000 Penalty: 5236.998535
	Iteration 81Q: 3 clusters Score -2887515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -2887514.000000 Penalty: 5236.998535
	Iteration 82Q: 3 clusters Score -2887514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -2887513.500000 Penalty: 5236.998535
	Iteration 83Q: 3 clusters Score -2887514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -2887514.500000 Penalty: 5236.998535
	Iteration 84Q: 3 clusters Score -2887514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -2887517.000000 Penalty: 5236.998535
	Iteration 85Q: 3 clusters Score -2887517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -2887523.500000 Penalty: 5236.998535
	Iteration 86Q: 3 clusters Score -2887524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -2887522.000000 Penalty: 5236.998535
	Iteration 87Q: 3 clusters Score -2887522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -2887525.750000 Penalty: 5236.998535
	Iteration 88Q: 3 clusters Score -2887526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -2887525.750000 Penalty: 5236.998535
	Iteration 89Q: 3 clusters Score -2887526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -2887527.000000 Penalty: 5236.998535
	Iteration 90Q: 3 clusters Score -2887527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -2887523.500000 Penalty: 5236.998535
	Iteration 91Q: 3 clusters Score -2887524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -2887522.000000 Penalty: 5236.998535
	Iteration 92Q: 3 clusters Score -2887522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -2887522.000000 Penalty: 5236.998535
	Iteration 93F: 3 clusters Score -2887522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1789 members 
Mstep: Class 3 contains 17414 members 
Mstep: Class 4 contains 24008 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 217897 members 
Mstep: Class 7 contains 195867 members 
Mstep: Class 8 contains 215568 members 
Mstep: Class 9 contains 2449 members 
Mstep: Class 10 contains 37641 members 
Mstep: Class 11 contains 21277 members 
Mstep: Class 12 contains 10951 members 
Mstep: Class 13 contains 7973 members 
Mstep: Class 14 contains 55136 members 
Mstep: Class 15 contains 3525 members 
Mstep: Class 16 contains 6587 members 
Mstep: Class 17 contains 15171 members 
Mstep: Class 18 contains 6667 members 
Mstep: Class 19 contains 158965 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 22218 members 
Mstep: Class 22 contains 12297 members 
Mstep: Class 23 contains 254563 members 
Mstep: Class 24 contains 11355 members 
Mstep: Class 25 contains 1766 members 
Mstep: Class 26 contains 3431 members 
Mstep: Class 27 contains 25176 members 
Mstep: Class 28 contains 3087 members 
Mstep: Class 29 contains 5654 members 
Mstep: Class 30 contains 3060 members 
Mstep: Class 31 contains 34977 members 
Entering Unmasked Estep 
Score: -102178136.000000 Penalty: 108887.906250
Splitting cluster 15 changes total score from -102159368.000000 to -102178136.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (6587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Entering Unmasked Estep 
Score: -393179.968750 Penalty: 2180.627686
	Iteration 0F: 2 clusters Score -393180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -387823.781250 Penalty: 4361.255371
	Iteration 0F: 3 clusters Score -387823.8 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -391085.062500 Penalty: 4361.255371
	Iteration 1F: 3 clusters Score -391085.1 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -394859.812500 Penalty: 4361.255371
	Iteration 2F: 3 clusters Score -394859.8 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -397443.312500 Penalty: 4361.255371
	Iteration 3F: 3 clusters Score -397443.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -399076.750000 Penalty: 4361.255371
	Iteration 4F: 3 clusters Score -399076.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -400112.843750 Penalty: 4361.255371
	Iteration 5F: 3 clusters Score -400112.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -400927.156250 Penalty: 4361.255371
	Iteration 6Q: 3 clusters Score -400927.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -401632.781250 Penalty: 4361.255371
	Iteration 7Q: 3 clusters Score -401632.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -401834.625000 Penalty: 4361.255371
	Iteration 8Q: 3 clusters Score -401834.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -401874.750000 Penalty: 4361.255371
	Iteration 9Q: 3 clusters Score -401874.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -401885.812500 Penalty: 4361.255371
	Iteration 10Q: 3 clusters Score -401885.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -401890.093750 Penalty: 4361.255371
	Iteration 11Q: 3 clusters Score -401890.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -401895.718750 Penalty: 4361.255371
	Iteration 12Q: 3 clusters Score -401895.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -401899.125000 Penalty: 4361.255371
	Iteration 13Q: 3 clusters Score -401899.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -401900.718750 Penalty: 4361.255371
	Iteration 14Q: 3 clusters Score -401900.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -401900.875000 Penalty: 4361.255371
	Iteration 15Q: 3 clusters Score -401900.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -401900.875000 Penalty: 4361.255371
	Iteration 16F: 3 clusters Score -401900.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1789 members 
Mstep: Class 3 contains 17414 members 
Mstep: Class 4 contains 24008 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 217897 members 
Mstep: Class 7 contains 195867 members 
Mstep: Class 8 contains 215568 members 
Mstep: Class 9 contains 2449 members 
Mstep: Class 10 contains 37641 members 
Mstep: Class 11 contains 21277 members 
Mstep: Class 12 contains 10951 members 
Mstep: Class 13 contains 7973 members 
Mstep: Class 14 contains 55136 members 
Mstep: Class 15 contains 3525 members 
Mstep: Class 16 contains 2473 members 
Mstep: Class 17 contains 15171 members 
Mstep: Class 18 contains 6667 members 
Mstep: Class 19 contains 158965 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 22218 members 
Mstep: Class 22 contains 12297 members 
Mstep: Class 23 contains 254563 members 
Mstep: Class 24 contains 11355 members 
Mstep: Class 25 contains 1766 members 
Mstep: Class 26 contains 3431 members 
Mstep: Class 27 contains 25176 members 
Mstep: Class 28 contains 3087 members 
Mstep: Class 29 contains 5654 members 
Mstep: Class 30 contains 3060 members 
Mstep: Class 31 contains 34977 members 
Mstep: Class 32 contains 4114 members 
Entering Unmasked Estep 
Score: -102185192.000000 Penalty: 112400.421875
Splitting cluster 16 changes total score from -102159368.000000 to -102185192.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (15171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Entering Unmasked Estep 
Score: -1127495.875000 Penalty: 2387.531006
	Iteration 0F: 2 clusters Score -1127496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1116488.000000 Penalty: 4775.062012
	Iteration 0F: 3 clusters Score -1116488 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1120055.250000 Penalty: 4775.062012
	Iteration 1F: 3 clusters Score -1120055 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1120704.625000 Penalty: 4775.062012
	Iteration 2F: 3 clusters Score -1120705 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1121411.750000 Penalty: 4775.062012
	Iteration 3F: 3 clusters Score -1121412 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1121994.250000 Penalty: 4775.062012
	Iteration 4F: 3 clusters Score -1121994 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1122590.000000 Penalty: 4775.062012
	Iteration 5F: 3 clusters Score -1122590 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1123284.875000 Penalty: 4775.062012
	Iteration 6F: 3 clusters Score -1123285 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1124202.875000 Penalty: 4775.062012
	Iteration 7F: 3 clusters Score -1124203 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1125211.500000 Penalty: 4775.062012
	Iteration 8F: 3 clusters Score -1125212 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1125986.250000 Penalty: 4775.062012
	Iteration 9F: 3 clusters Score -1125986 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1126601.875000 Penalty: 4775.062012
	Iteration 10Q: 3 clusters Score -1126602 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1127072.250000 Penalty: 4775.062012
	Iteration 11Q: 3 clusters Score -1127072 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1127403.625000 Penalty: 4775.062012
	Iteration 12Q: 3 clusters Score -1127404 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1127568.750000 Penalty: 4775.062012
	Iteration 13Q: 3 clusters Score -1127569 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1127652.000000 Penalty: 4775.062012
	Iteration 14Q: 3 clusters Score -1127652 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1127698.625000 Penalty: 4775.062012
	Iteration 15Q: 3 clusters Score -1127699 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1127752.875000 Penalty: 4775.062012
	Iteration 16Q: 3 clusters Score -1127753 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1127814.375000 Penalty: 4775.062012
	Iteration 17Q: 3 clusters Score -1127814 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1127901.125000 Penalty: 4775.062012
	Iteration 18Q: 3 clusters Score -1127901 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1127978.625000 Penalty: 4775.062012
	Iteration 19Q: 3 clusters Score -1127979 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1128043.750000 Penalty: 4775.062012
	Iteration 20F: 3 clusters Score -1128044 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1128083.750000 Penalty: 4775.062012
	Iteration 21Q: 3 clusters Score -1128084 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1128117.250000 Penalty: 4775.062012
	Iteration 22Q: 3 clusters Score -1128117 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1128134.250000 Penalty: 4775.062012
	Iteration 23Q: 3 clusters Score -1128134 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1128151.125000 Penalty: 4775.062012
	Iteration 24Q: 3 clusters Score -1128151 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1128158.875000 Penalty: 4775.062012
	Iteration 25Q: 3 clusters Score -1128159 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1128169.000000 Penalty: 4775.062012
	Iteration 26Q: 3 clusters Score -1128169 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1128172.875000 Penalty: 4775.062012
	Iteration 27Q: 3 clusters Score -1128173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1128175.750000 Penalty: 4775.062012
	Iteration 28Q: 3 clusters Score -1128176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1128179.500000 Penalty: 4775.062012
	Iteration 29Q: 3 clusters Score -1128180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1128181.250000 Penalty: 4775.062012
	Iteration 30Q: 3 clusters Score -1128181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1128180.875000 Penalty: 4775.062012
	Iteration 31Q: 3 clusters Score -1128181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1128186.250000 Penalty: 4775.062012
	Iteration 32Q: 3 clusters Score -1128186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1128185.500000 Penalty: 4775.062012
	Iteration 33Q: 3 clusters Score -1128186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1128189.500000 Penalty: 4775.062012
	Iteration 34Q: 3 clusters Score -1128190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1128192.750000 Penalty: 4775.062012
	Iteration 35Q: 3 clusters Score -1128193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1128189.625000 Penalty: 4775.062012
	Iteration 36Q: 3 clusters Score -1128190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1128193.250000 Penalty: 4775.062012
	Iteration 37Q: 3 clusters Score -1128193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1128195.500000 Penalty: 4775.062012
	Iteration 38Q: 3 clusters Score -1128196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1128193.250000 Penalty: 4775.062012
	Iteration 39Q: 3 clusters Score -1128193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1128197.500000 Penalty: 4775.062012
	Iteration 40F: 3 clusters Score -1128198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1128196.625000 Penalty: 4775.062012
	Iteration 41Q: 3 clusters Score -1128197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1128196.375000 Penalty: 4775.062012
	Iteration 42Q: 3 clusters Score -1128196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1128196.375000 Penalty: 4775.062012
	Iteration 43F: 3 clusters Score -1128196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1789 members 
Mstep: Class 3 contains 17414 members 
Mstep: Class 4 contains 24008 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 217897 members 
Mstep: Class 7 contains 195867 members 
Mstep: Class 8 contains 215568 members 
Mstep: Class 9 contains 2449 members 
Mstep: Class 10 contains 37641 members 
Mstep: Class 11 contains 21277 members 
Mstep: Class 12 contains 10951 members 
Mstep: Class 13 contains 7973 members 
Mstep: Class 14 contains 55136 members 
Mstep: Class 15 contains 3525 members 
Mstep: Class 16 contains 2473 members 
Mstep: Class 17 contains 10793 members 
Mstep: Class 18 contains 6667 members 
Mstep: Class 19 contains 158965 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 22218 members 
Mstep: Class 22 contains 12297 members 
Mstep: Class 23 contains 254563 members 
Mstep: Class 24 contains 11355 members 
Mstep: Class 25 contains 1766 members 
Mstep: Class 26 contains 3431 members 
Mstep: Class 27 contains 25176 members 
Mstep: Class 28 contains 3087 members 
Mstep: Class 29 contains 5654 members 
Mstep: Class 30 contains 3060 members 
Mstep: Class 31 contains 34977 members 
Mstep: Class 32 contains 4114 members 
Mstep: Class 33 contains 4378 members 
Entering Unmasked Estep 
Score: -102184864.000000 Penalty: 115912.937500
Splitting cluster 17 changes total score from -102159368.000000 to -102184864.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (6667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Entering Unmasked Estep 
Score: -518595.062500 Penalty: 2183.621338
	Iteration 0F: 2 clusters Score -518595.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -513007.062500 Penalty: 4367.242676
	Iteration 0F: 3 clusters Score -513007.1 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -514458.500000 Penalty: 4367.242676
	Iteration 1F: 3 clusters Score -514458.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -514721.937500 Penalty: 4367.242676
	Iteration 2F: 3 clusters Score -514721.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -514887.875000 Penalty: 4367.242676
	Iteration 3Q: 3 clusters Score -514887.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -515004.656250 Penalty: 4367.242676
	Iteration 4Q: 3 clusters Score -515004.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -515093.656250 Penalty: 4367.242676
	Iteration 5Q: 3 clusters Score -515093.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -515160.906250 Penalty: 4367.242676
	Iteration 6Q: 3 clusters Score -515160.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -515214.562500 Penalty: 4367.242676
	Iteration 7Q: 3 clusters Score -515214.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -515256.968750 Penalty: 4367.242676
	Iteration 8Q: 3 clusters Score -515257 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -515306.968750 Penalty: 4367.242676
	Iteration 9Q: 3 clusters Score -515307 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -515366.843750 Penalty: 4367.242676
	Iteration 10Q: 3 clusters Score -515366.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -515415.218750 Penalty: 4367.242676
	Iteration 11Q: 3 clusters Score -515415.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -515471.125000 Penalty: 4367.242676
	Iteration 12Q: 3 clusters Score -515471.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -515538.843750 Penalty: 4367.242676
	Iteration 13Q: 3 clusters Score -515538.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -515615.343750 Penalty: 4367.242676
	Iteration 14Q: 3 clusters Score -515615.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -515709.625000 Penalty: 4367.242676
	Iteration 15Q: 3 clusters Score -515709.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -515813.406250 Penalty: 4367.242676
	Iteration 16Q: 3 clusters Score -515813.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -515927.906250 Penalty: 4367.242676
	Iteration 17Q: 3 clusters Score -515927.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -516026.937500 Penalty: 4367.242676
	Iteration 18Q: 3 clusters Score -516026.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -516136.968750 Penalty: 4367.242676
	Iteration 19Q: 3 clusters Score -516137 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -516240.031250 Penalty: 4367.242676
	Iteration 20F: 3 clusters Score -516240 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -516316.250000 Penalty: 4367.242676
	Iteration 21Q: 3 clusters Score -516316.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -516392.000000 Penalty: 4367.242676
	Iteration 22Q: 3 clusters Score -516392 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -516477.906250 Penalty: 4367.242676
	Iteration 23Q: 3 clusters Score -516477.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -516552.531250 Penalty: 4367.242676
	Iteration 24Q: 3 clusters Score -516552.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -516606.250000 Penalty: 4367.242676
	Iteration 25Q: 3 clusters Score -516606.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -516647.062500 Penalty: 4367.242676
	Iteration 26Q: 3 clusters Score -516647.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -516672.531250 Penalty: 4367.242676
	Iteration 27Q: 3 clusters Score -516672.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -516691.281250 Penalty: 4367.242676
	Iteration 28Q: 3 clusters Score -516691.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -516701.812500 Penalty: 4367.242676
	Iteration 29Q: 3 clusters Score -516701.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -516706.406250 Penalty: 4367.242676
	Iteration 30Q: 3 clusters Score -516706.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -516713.031250 Penalty: 4367.242676
	Iteration 31Q: 3 clusters Score -516713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -516721.593750 Penalty: 4367.242676
	Iteration 32Q: 3 clusters Score -516721.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -516731.812500 Penalty: 4367.242676
	Iteration 33Q: 3 clusters Score -516731.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -516737.531250 Penalty: 4367.242676
	Iteration 34Q: 3 clusters Score -516737.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -516744.750000 Penalty: 4367.242676
	Iteration 35Q: 3 clusters Score -516744.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -516748.656250 Penalty: 4367.242676
	Iteration 36Q: 3 clusters Score -516748.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -516752.937500 Penalty: 4367.242676
	Iteration 37Q: 3 clusters Score -516752.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -516756.625000 Penalty: 4367.242676
	Iteration 38Q: 3 clusters Score -516756.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -516760.281250 Penalty: 4367.242676
	Iteration 39Q: 3 clusters Score -516760.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -516764.593750 Penalty: 4367.242676
	Iteration 40F: 3 clusters Score -516764.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -516766.468750 Penalty: 4367.242676
	Iteration 41Q: 3 clusters Score -516766.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -516767.718750 Penalty: 4367.242676
	Iteration 42Q: 3 clusters Score -516767.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -516767.687500 Penalty: 4367.242676
	Iteration 43Q: 3 clusters Score -516767.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -516767.687500 Penalty: 4367.242676
	Iteration 44F: 3 clusters Score -516767.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (158965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158965 members 
Entering Unmasked Estep 
Score: -12045552.000000 Penalty: 2970.156982
	Iteration 0F: 2 clusters Score -1.204555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79775 members 
Mstep: Class 2 contains 79190 members 
Entering Unmasked Estep 
Score: -11939406.000000 Penalty: 5940.313965
	Iteration 0F: 3 clusters Score -1.193941e+07 nChanged 75773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85860 members 
Mstep: Class 2 contains 73105 members 
Entering Unmasked Estep 
Score: -11983621.000000 Penalty: 5940.313965
	Iteration 1F: 3 clusters Score -1.198362e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89582 members 
Mstep: Class 2 contains 69383 members 
Entering Unmasked Estep 
Score: -11985037.000000 Penalty: 5940.313965
	Iteration 2Q: 3 clusters Score -1.198504e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95381 members 
Mstep: Class 2 contains 63584 members 
Entering Unmasked Estep 
Score: -11987729.000000 Penalty: 5940.313965
	Iteration 3Q: 3 clusters Score -1.198773e+07 nChanged 9474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104221 members 
Mstep: Class 2 contains 54744 members 
Entering Unmasked Estep 
Score: -11993024.000000 Penalty: 5940.313965
	Iteration 4F: 3 clusters Score -1.199302e+07 nChanged 12460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116219 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -12002282.000000 Penalty: 5940.313965
	Iteration 5F: 3 clusters Score -1.200228e+07 nChanged 14379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130256 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -12015612.000000 Penalty: 5940.313965
	Iteration 6F: 3 clusters Score -1.201561e+07 nChanged 12950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142978 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -12028487.000000 Penalty: 5940.313965
	Iteration 7F: 3 clusters Score -1.202849e+07 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151193 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -12036502.000000 Penalty: 5940.313965
	Iteration 8F: 3 clusters Score -1.20365e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155313 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -12040193.000000 Penalty: 5940.313965
	Iteration 9Q: 3 clusters Score -1.204019e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157044 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -12041773.000000 Penalty: 5940.313965
	Iteration 10Q: 3 clusters Score -1.204177e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157669 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -12042489.000000 Penalty: 5940.313965
	Iteration 11Q: 3 clusters Score -1.204249e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157898 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -12042763.000000 Penalty: 5940.313965
	Iteration 12Q: 3 clusters Score -1.204276e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157976 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -12042936.000000 Penalty: 5940.313965
	Iteration 13Q: 3 clusters Score -1.204294e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158004 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -12043049.000000 Penalty: 5940.313965
	Iteration 14Q: 3 clusters Score -1.204305e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158010 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -12043150.000000 Penalty: 5940.313965
	Iteration 15Q: 3 clusters Score -1.204315e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158017 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -12043218.000000 Penalty: 5940.313965
	Iteration 16Q: 3 clusters Score -1.204322e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158018 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -12043281.000000 Penalty: 5940.313965
	Iteration 17Q: 3 clusters Score -1.204328e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158015 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -12043317.000000 Penalty: 5940.313965
	Iteration 18Q: 3 clusters Score -1.204332e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158014 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -12043356.000000 Penalty: 5940.313965
	Iteration 19Q: 3 clusters Score -1.204336e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158019 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -12043379.000000 Penalty: 5940.313965
	Iteration 20F: 3 clusters Score -1.204338e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158009 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -12043393.000000 Penalty: 5940.313965
	Iteration 21Q: 3 clusters Score -1.204339e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158007 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -12043428.000000 Penalty: 5940.313965
	Iteration 22Q: 3 clusters Score -1.204343e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158016 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -12043414.000000 Penalty: 5940.313965
	Iteration 23Q: 3 clusters Score -1.204341e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158024 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -12043440.000000 Penalty: 5940.313965
	Iteration 24Q: 3 clusters Score -1.204344e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158031 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -12043446.000000 Penalty: 5940.313965
	Iteration 25Q: 3 clusters Score -1.204345e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158029 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -12043455.000000 Penalty: 5940.313965
	Iteration 26Q: 3 clusters Score -1.204346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158031 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -12043469.000000 Penalty: 5940.313965
	Iteration 27Q: 3 clusters Score -1.204347e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158032 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -12043462.000000 Penalty: 5940.313965
	Iteration 28Q: 3 clusters Score -1.204346e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158035 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -12043480.000000 Penalty: 5940.313965
	Iteration 29Q: 3 clusters Score -1.204348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158037 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -12043496.000000 Penalty: 5940.313965
	Iteration 30Q: 3 clusters Score -1.20435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158037 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -12043494.000000 Penalty: 5940.313965
	Iteration 31Q: 3 clusters Score -1.204349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158039 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -12043492.000000 Penalty: 5940.313965
	Iteration 32Q: 3 clusters Score -1.204349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158040 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -12043491.000000 Penalty: 5940.313965
	Iteration 33Q: 3 clusters Score -1.204349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158039 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -12043494.000000 Penalty: 5940.313965
	Iteration 34Q: 3 clusters Score -1.204349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158039 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -12043493.000000 Penalty: 5940.313965
	Iteration 35Q: 3 clusters Score -1.204349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158037 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -12043500.000000 Penalty: 5940.313965
	Iteration 36Q: 3 clusters Score -1.20435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158040 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -12043502.000000 Penalty: 5940.313965
	Iteration 37Q: 3 clusters Score -1.20435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158044 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -12043507.000000 Penalty: 5940.313965
	Iteration 38Q: 3 clusters Score -1.204351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158047 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -12043512.000000 Penalty: 5940.313965
	Iteration 39Q: 3 clusters Score -1.204351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158053 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -12043511.000000 Penalty: 5940.313965
	Iteration 40F: 3 clusters Score -1.204351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158054 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -12043514.000000 Penalty: 5940.313965
	Iteration 41Q: 3 clusters Score -1.204351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158056 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -12043514.000000 Penalty: 5940.313965
	Iteration 42Q: 3 clusters Score -1.204351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158056 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -12043518.000000 Penalty: 5940.313965
	Iteration 43Q: 3 clusters Score -1.204352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158056 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -12043525.000000 Penalty: 5940.313965
	Iteration 44Q: 3 clusters Score -1.204352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158052 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -12043521.000000 Penalty: 5940.313965
	Iteration 45Q: 3 clusters Score -1.204352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158051 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -12043528.000000 Penalty: 5940.313965
	Iteration 46Q: 3 clusters Score -1.204353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158049 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -12043539.000000 Penalty: 5940.313965
	Iteration 47Q: 3 clusters Score -1.204354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158051 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -12043539.000000 Penalty: 5940.313965
	Iteration 48Q: 3 clusters Score -1.204354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158050 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -12043537.000000 Penalty: 5940.313965
	Iteration 49Q: 3 clusters Score -1.204354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158051 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -12043544.000000 Penalty: 5940.313965
	Iteration 50Q: 3 clusters Score -1.204354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158054 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -12043541.000000 Penalty: 5940.313965
	Iteration 51Q: 3 clusters Score -1.204354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158057 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -12043533.000000 Penalty: 5940.313965
	Iteration 52Q: 3 clusters Score -1.204353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158061 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -12043536.000000 Penalty: 5940.313965
	Iteration 53Q: 3 clusters Score -1.204354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158061 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -12043552.000000 Penalty: 5940.313965
	Iteration 54Q: 3 clusters Score -1.204355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158062 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -12043550.000000 Penalty: 5940.313965
	Iteration 55Q: 3 clusters Score -1.204355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158062 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -12043550.000000 Penalty: 5940.313965
	Iteration 56Q: 3 clusters Score -1.204355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158062 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -12043545.000000 Penalty: 5940.313965
	Iteration 57Q: 3 clusters Score -1.204354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158063 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -12043550.000000 Penalty: 5940.313965
	Iteration 58Q: 3 clusters Score -1.204355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158062 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -12043540.000000 Penalty: 5940.313965
	Iteration 59Q: 3 clusters Score -1.204354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158061 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -12043545.000000 Penalty: 5940.313965
	Iteration 60F: 3 clusters Score -1.204354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158059 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -12043547.000000 Penalty: 5940.313965
	Iteration 61Q: 3 clusters Score -1.204355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158058 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -12043542.000000 Penalty: 5940.313965
	Iteration 62Q: 3 clusters Score -1.204354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158057 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -12043541.000000 Penalty: 5940.313965
	Iteration 63Q: 3 clusters Score -1.204354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158057 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -12043541.000000 Penalty: 5940.313965
	Iteration 64F: 3 clusters Score -1.204354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Entering Unmasked Estep 
Score: -966792.375000 Penalty: 2351.282471
	Iteration 0F: 2 clusters Score -966792.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -957227.375000 Penalty: 4702.564941
	Iteration 0F: 3 clusters Score -957227.4 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -960407.687500 Penalty: 4702.564941
	Iteration 1F: 3 clusters Score -960407.7 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -961215.562500 Penalty: 4702.564941
	Iteration 2F: 3 clusters Score -961215.6 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -962006.562500 Penalty: 4702.564941
	Iteration 3F: 3 clusters Score -962006.6 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -962733.937500 Penalty: 4702.564941
	Iteration 4F: 3 clusters Score -962733.9 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -963434.187500 Penalty: 4702.564941
	Iteration 5F: 3 clusters Score -963434.2 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -964152.312500 Penalty: 4702.564941
	Iteration 6F: 3 clusters Score -964152.3 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -964719.437500 Penalty: 4702.564941
	Iteration 7F: 3 clusters Score -964719.4 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -965164.937500 Penalty: 4702.564941
	Iteration 8Q: 3 clusters Score -965164.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -965521.500000 Penalty: 4702.564941
	Iteration 9Q: 3 clusters Score -965521.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -965832.812500 Penalty: 4702.564941
	Iteration 10Q: 3 clusters Score -965832.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -966117.875000 Penalty: 4702.564941
	Iteration 11Q: 3 clusters Score -966117.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -966386.250000 Penalty: 4702.564941
	Iteration 12Q: 3 clusters Score -966386.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -966583.312500 Penalty: 4702.564941
	Iteration 13Q: 3 clusters Score -966583.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -966709.812500 Penalty: 4702.564941
	Iteration 14Q: 3 clusters Score -966709.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -966800.500000 Penalty: 4702.564941
	Iteration 15Q: 3 clusters Score -966800.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -966871.062500 Penalty: 4702.564941
	Iteration 16Q: 3 clusters Score -966871.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -966914.562500 Penalty: 4702.564941
	Iteration 17Q: 3 clusters Score -966914.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -966942.187500 Penalty: 4702.564941
	Iteration 18Q: 3 clusters Score -966942.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -966965.500000 Penalty: 4702.564941
	Iteration 19Q: 3 clusters Score -966965.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -966977.125000 Penalty: 4702.564941
	Iteration 20F: 3 clusters Score -966977.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -966986.312500 Penalty: 4702.564941
	Iteration 21Q: 3 clusters Score -966986.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -966993.000000 Penalty: 4702.564941
	Iteration 22Q: 3 clusters Score -966993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -966995.312500 Penalty: 4702.564941
	Iteration 23Q: 3 clusters Score -966995.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -966995.812500 Penalty: 4702.564941
	Iteration 24Q: 3 clusters Score -966995.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -966996.000000 Penalty: 4702.564941
	Iteration 25Q: 3 clusters Score -966996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -966995.937500 Penalty: 4702.564941
	Iteration 26Q: 3 clusters Score -966995.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -966999.625000 Penalty: 4702.564941
	Iteration 27Q: 3 clusters Score -966999.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -966997.062500 Penalty: 4702.564941
	Iteration 28Q: 3 clusters Score -966997.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -967000.062500 Penalty: 4702.564941
	Iteration 29Q: 3 clusters Score -967000.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -967002.312500 Penalty: 4702.564941
	Iteration 30Q: 3 clusters Score -967002.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -967001.562500 Penalty: 4702.564941
	Iteration 31Q: 3 clusters Score -967001.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -967002.687500 Penalty: 4702.564941
	Iteration 32Q: 3 clusters Score -967002.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -967002.687500 Penalty: 4702.564941
	Iteration 33F: 3 clusters Score -967002.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1789 members 
Mstep: Class 3 contains 17414 members 
Mstep: Class 4 contains 24008 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 217897 members 
Mstep: Class 7 contains 195867 members 
Mstep: Class 8 contains 215568 members 
Mstep: Class 9 contains 2449 members 
Mstep: Class 10 contains 37641 members 
Mstep: Class 11 contains 21277 members 
Mstep: Class 12 contains 10951 members 
Mstep: Class 13 contains 7973 members 
Mstep: Class 14 contains 55136 members 
Mstep: Class 15 contains 3525 members 
Mstep: Class 16 contains 2473 members 
Mstep: Class 17 contains 10793 members 
Mstep: Class 18 contains 6667 members 
Mstep: Class 19 contains 158965 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 22218 members 
Mstep: Class 22 contains 12297 members 
Mstep: Class 23 contains 254563 members 
Mstep: Class 24 contains 11355 members 
Mstep: Class 25 contains 1766 members 
Mstep: Class 26 contains 3431 members 
Mstep: Class 27 contains 25176 members 
Mstep: Class 28 contains 3087 members 
Mstep: Class 29 contains 5654 members 
Mstep: Class 30 contains 3060 members 
Mstep: Class 31 contains 34977 members 
Mstep: Class 32 contains 4114 members 
Mstep: Class 33 contains 4378 members 
Mstep: Class 34 contains 12067 members 
Entering Unmasked Estep 
Score: -102183736.000000 Penalty: 119425.445312
Splitting cluster 20 changes total score from -102159368.000000 to -102183736.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 21 (22218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Entering Unmasked Estep 
Score: -1457736.125000 Penalty: 2482.147217
	Iteration 0F: 2 clusters Score -1457736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1442219.500000 Penalty: 4964.294434
	Iteration 0F: 3 clusters Score -1442220 nChanged 9876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1447648.125000 Penalty: 4964.294434
	Iteration 1F: 3 clusters Score -1447648 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1448390.750000 Penalty: 4964.294434
	Iteration 2F: 3 clusters Score -1448391 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1449396.500000 Penalty: 4964.294434
	Iteration 3F: 3 clusters Score -1449396 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1450581.625000 Penalty: 4964.294434
	Iteration 4F: 3 clusters Score -1450582 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1451694.625000 Penalty: 4964.294434
	Iteration 5F: 3 clusters Score -1451695 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1452705.875000 Penalty: 4964.294434
	Iteration 6F: 3 clusters Score -1452706 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1453550.125000 Penalty: 4964.294434
	Iteration 7F: 3 clusters Score -1453550 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1454261.750000 Penalty: 4964.294434
	Iteration 8Q: 3 clusters Score -1454262 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1454774.375000 Penalty: 4964.294434
	Iteration 9Q: 3 clusters Score -1454774 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1455095.125000 Penalty: 4964.294434
	Iteration 10Q: 3 clusters Score -1455095 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1455311.750000 Penalty: 4964.294434
	Iteration 11Q: 3 clusters Score -1455312 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1455432.625000 Penalty: 4964.294434
	Iteration 12Q: 3 clusters Score -1455433 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1455536.000000 Penalty: 4964.294434
	Iteration 13Q: 3 clusters Score -1455536 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1455604.625000 Penalty: 4964.294434
	Iteration 14Q: 3 clusters Score -1455605 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1455655.000000 Penalty: 4964.294434
	Iteration 15Q: 3 clusters Score -1455655 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1455685.625000 Penalty: 4964.294434
	Iteration 16Q: 3 clusters Score -1455686 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1455710.500000 Penalty: 4964.294434
	Iteration 17Q: 3 clusters Score -1455710 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1455736.250000 Penalty: 4964.294434
	Iteration 18Q: 3 clusters Score -1455736 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1455761.625000 Penalty: 4964.294434
	Iteration 19Q: 3 clusters Score -1455762 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1455784.500000 Penalty: 4964.294434
	Iteration 20F: 3 clusters Score -1455784 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1455819.750000 Penalty: 4964.294434
	Iteration 21Q: 3 clusters Score -1455820 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1455848.750000 Penalty: 4964.294434
	Iteration 22Q: 3 clusters Score -1455849 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1455889.625000 Penalty: 4964.294434
	Iteration 23Q: 3 clusters Score -1455890 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1455930.250000 Penalty: 4964.294434
	Iteration 24Q: 3 clusters Score -1455930 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1455968.375000 Penalty: 4964.294434
	Iteration 25Q: 3 clusters Score -1455968 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1456011.375000 Penalty: 4964.294434
	Iteration 26Q: 3 clusters Score -1456011 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1456045.750000 Penalty: 4964.294434
	Iteration 27Q: 3 clusters Score -1456046 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1456087.375000 Penalty: 4964.294434
	Iteration 28Q: 3 clusters Score -1456087 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1456149.375000 Penalty: 4964.294434
	Iteration 29Q: 3 clusters Score -1456149 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1456218.125000 Penalty: 4964.294434
	Iteration 30Q: 3 clusters Score -1456218 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1456298.750000 Penalty: 4964.294434
	Iteration 31Q: 3 clusters Score -1456299 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1456379.250000 Penalty: 4964.294434
	Iteration 32Q: 3 clusters Score -1456379 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1456444.250000 Penalty: 4964.294434
	Iteration 33Q: 3 clusters Score -1456444 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1456511.875000 Penalty: 4964.294434
	Iteration 34Q: 3 clusters Score -1456512 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1456567.875000 Penalty: 4964.294434
	Iteration 35Q: 3 clusters Score -1456568 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1456650.500000 Penalty: 4964.294434
	Iteration 36Q: 3 clusters Score -1456650 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1456699.375000 Penalty: 4964.294434
	Iteration 37Q: 3 clusters Score -1456699 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1456741.000000 Penalty: 4964.294434
	Iteration 38Q: 3 clusters Score -1456741 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1456784.000000 Penalty: 4964.294434
	Iteration 39Q: 3 clusters Score -1456784 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1456821.375000 Penalty: 4964.294434
	Iteration 40F: 3 clusters Score -1456821 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1456865.000000 Penalty: 4964.294434
	Iteration 41Q: 3 clusters Score -1456865 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1456900.750000 Penalty: 4964.294434
	Iteration 42Q: 3 clusters Score -1456901 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1456932.625000 Penalty: 4964.294434
	Iteration 43Q: 3 clusters Score -1456933 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1456960.875000 Penalty: 4964.294434
	Iteration 44Q: 3 clusters Score -1456961 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1456983.500000 Penalty: 4964.294434
	Iteration 45Q: 3 clusters Score -1456984 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1457006.250000 Penalty: 4964.294434
	Iteration 46Q: 3 clusters Score -1457006 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1457019.750000 Penalty: 4964.294434
	Iteration 47Q: 3 clusters Score -1457020 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1457033.500000 Penalty: 4964.294434
	Iteration 48Q: 3 clusters Score -1457034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1457047.875000 Penalty: 4964.294434
	Iteration 49Q: 3 clusters Score -1457048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1457056.125000 Penalty: 4964.294434
	Iteration 50Q: 3 clusters Score -1457056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1457067.875000 Penalty: 4964.294434
	Iteration 51Q: 3 clusters Score -1457068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1457077.250000 Penalty: 4964.294434
	Iteration 52Q: 3 clusters Score -1457077 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1457085.250000 Penalty: 4964.294434
	Iteration 53Q: 3 clusters Score -1457085 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1457109.625000 Penalty: 4964.294434
	Iteration 54Q: 3 clusters Score -1457110 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1457133.375000 Penalty: 4964.294434
	Iteration 55Q: 3 clusters Score -1457133 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1457166.000000 Penalty: 4964.294434
	Iteration 56Q: 3 clusters Score -1457166 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1457203.500000 Penalty: 4964.294434
	Iteration 57Q: 3 clusters Score -1457204 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1457232.875000 Penalty: 4964.294434
	Iteration 58Q: 3 clusters Score -1457233 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1457270.000000 Penalty: 4964.294434
	Iteration 59Q: 3 clusters Score -1457270 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1457313.750000 Penalty: 4964.294434
	Iteration 60F: 3 clusters Score -1457314 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1457358.500000 Penalty: 4964.294434
	Iteration 61Q: 3 clusters Score -1457358 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1457387.750000 Penalty: 4964.294434
	Iteration 62Q: 3 clusters Score -1457388 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1457428.000000 Penalty: 4964.294434
	Iteration 63Q: 3 clusters Score -1457428 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1457470.375000 Penalty: 4964.294434
	Iteration 64Q: 3 clusters Score -1457470 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1457524.000000 Penalty: 4964.294434
	Iteration 65Q: 3 clusters Score -1457524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1457586.625000 Penalty: 4964.294434
	Iteration 66Q: 3 clusters Score -1457587 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1457629.625000 Penalty: 4964.294434
	Iteration 67Q: 3 clusters Score -1457630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1457649.875000 Penalty: 4964.294434
	Iteration 68Q: 3 clusters Score -1457650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1457669.500000 Penalty: 4964.294434
	Iteration 69Q: 3 clusters Score -1457670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1457676.625000 Penalty: 4964.294434
	Iteration 70Q: 3 clusters Score -1457677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1457675.875000 Penalty: 4964.294434
	Iteration 71Q: 3 clusters Score -1457676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1457681.375000 Penalty: 4964.294434
	Iteration 72Q: 3 clusters Score -1457681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1457681.375000 Penalty: 4964.294434
	Iteration 73Q: 3 clusters Score -1457681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1457681.375000 Penalty: 4964.294434
	Iteration 74F: 3 clusters Score -1457681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Entering Unmasked Estep 
Score: -767014.437500 Penalty: 2335.443359
	Iteration 0F: 2 clusters Score -767014.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -758215.125000 Penalty: 4670.886719
	Iteration 0F: 3 clusters Score -758215.1 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -763540.500000 Penalty: 4670.886719
	Iteration 1F: 3 clusters Score -763540.5 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -768423.750000 Penalty: 4670.886719
	Iteration 2F: 3 clusters Score -768423.8 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -773089.562500 Penalty: 4670.886719
	Iteration 3F: 3 clusters Score -773089.6 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -776460.812500 Penalty: 4670.886719
	Iteration 4F: 3 clusters Score -776460.8 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -778056.625000 Penalty: 4670.886719
	Iteration 5F: 3 clusters Score -778056.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -778876.375000 Penalty: 4670.886719
	Iteration 6Q: 3 clusters Score -778876.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -779569.562500 Penalty: 4670.886719
	Iteration 7Q: 3 clusters Score -779569.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -780129.500000 Penalty: 4670.886719
	Iteration 8Q: 3 clusters Score -780129.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -780431.250000 Penalty: 4670.886719
	Iteration 9Q: 3 clusters Score -780431.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -780543.750000 Penalty: 4670.886719
	Iteration 10Q: 3 clusters Score -780543.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -780576.687500 Penalty: 4670.886719
	Iteration 11Q: 3 clusters Score -780576.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -780588.125000 Penalty: 4670.886719
	Iteration 12Q: 3 clusters Score -780588.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -780589.625000 Penalty: 4670.886719
	Iteration 13Q: 3 clusters Score -780589.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -780593.125000 Penalty: 4670.886719
	Iteration 14Q: 3 clusters Score -780593.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -780595.312500 Penalty: 4670.886719
	Iteration 15Q: 3 clusters Score -780595.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -780591.937500 Penalty: 4670.886719
	Iteration 16Q: 3 clusters Score -780591.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -780593.312500 Penalty: 4670.886719
	Iteration 17Q: 3 clusters Score -780593.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -780594.125000 Penalty: 4670.886719
	Iteration 18Q: 3 clusters Score -780594.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -780595.062500 Penalty: 4670.886719
	Iteration 19Q: 3 clusters Score -780595.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -780610.875000 Penalty: 4670.886719
	Iteration 20F: 3 clusters Score -780610.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -780615.000000 Penalty: 4670.886719
	Iteration 21Q: 3 clusters Score -780615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -780616.437500 Penalty: 4670.886719
	Iteration 22Q: 3 clusters Score -780616.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -780615.125000 Penalty: 4670.886719
	Iteration 23Q: 3 clusters Score -780615.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -780616.187500 Penalty: 4670.886719
	Iteration 24Q: 3 clusters Score -780616.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -780617.562500 Penalty: 4670.886719
	Iteration 25Q: 3 clusters Score -780617.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -780617.937500 Penalty: 4670.886719
	Iteration 26Q: 3 clusters Score -780617.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -780618.375000 Penalty: 4670.886719
	Iteration 27Q: 3 clusters Score -780618.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -780617.812500 Penalty: 4670.886719
	Iteration 28Q: 3 clusters Score -780617.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -780619.500000 Penalty: 4670.886719
	Iteration 29Q: 3 clusters Score -780619.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -780619.500000 Penalty: 4670.886719
	Iteration 30F: 3 clusters Score -780619.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1789 members 
Mstep: Class 3 contains 17414 members 
Mstep: Class 4 contains 24008 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 217897 members 
Mstep: Class 7 contains 195867 members 
Mstep: Class 8 contains 215568 members 
Mstep: Class 9 contains 2449 members 
Mstep: Class 10 contains 37641 members 
Mstep: Class 11 contains 21277 members 
Mstep: Class 12 contains 10951 members 
Mstep: Class 13 contains 7973 members 
Mstep: Class 14 contains 55136 members 
Mstep: Class 15 contains 3525 members 
Mstep: Class 16 contains 2473 members 
Mstep: Class 17 contains 10793 members 
Mstep: Class 18 contains 6667 members 
Mstep: Class 19 contains 158965 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 22218 members 
Mstep: Class 22 contains 4789 members 
Mstep: Class 23 contains 254563 members 
Mstep: Class 24 contains 11355 members 
Mstep: Class 25 contains 1766 members 
Mstep: Class 26 contains 3431 members 
Mstep: Class 27 contains 25176 members 
Mstep: Class 28 contains 3087 members 
Mstep: Class 29 contains 5654 members 
Mstep: Class 30 contains 3060 members 
Mstep: Class 31 contains 34977 members 
Mstep: Class 32 contains 4114 members 
Mstep: Class 33 contains 4378 members 
Mstep: Class 34 contains 12067 members 
Mstep: Class 35 contains 7508 members 
Entering Unmasked Estep 
Score: -102194672.000000 Penalty: 122937.960938
Splitting cluster 22 changes total score from -102159368.000000 to -102194672.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 23 (254563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254563 members 
Entering Unmasked Estep 
Score: -19094206.000000 Penalty: 3086.931396
	Iteration 0F: 2 clusters Score -1.909421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127952 members 
Mstep: Class 2 contains 126611 members 
Entering Unmasked Estep 
Score: -18923102.000000 Penalty: 6173.862793
	Iteration 0F: 3 clusters Score -1.89231e+07 nChanged 122848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142050 members 
Mstep: Class 2 contains 112513 members 
Entering Unmasked Estep 
Score: -18997120.000000 Penalty: 6173.862793
	Iteration 1F: 3 clusters Score -1.899712e+07 nChanged 11216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151568 members 
Mstep: Class 2 contains 102995 members 
Entering Unmasked Estep 
Score: -19001588.000000 Penalty: 6173.862793
	Iteration 2Q: 3 clusters Score -1.900159e+07 nChanged 15249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165851 members 
Mstep: Class 2 contains 88712 members 
Entering Unmasked Estep 
Score: -19010356.000000 Penalty: 6173.862793
	Iteration 3F: 3 clusters Score -1.901036e+07 nChanged 20456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185689 members 
Mstep: Class 2 contains 68874 members 
Entering Unmasked Estep 
Score: -19025980.000000 Penalty: 6173.862793
	Iteration 4F: 3 clusters Score -1.902598e+07 nChanged 23361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208616 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -19047748.000000 Penalty: 6173.862793
	Iteration 5F: 3 clusters Score -1.904775e+07 nChanged 20608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228968 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -19067776.000000 Penalty: 6173.862793
	Iteration 6F: 3 clusters Score -1.906778e+07 nChanged 13717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242581 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -19080936.000000 Penalty: 6173.862793
	Iteration 7F: 3 clusters Score -1.908094e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249550 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -19087226.000000 Penalty: 6173.862793
	Iteration 8Q: 3 clusters Score -1.908723e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252483 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -19089720.000000 Penalty: 6173.862793
	Iteration 9Q: 3 clusters Score -1.908972e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253576 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -19090690.000000 Penalty: 6173.862793
	Iteration 10Q: 3 clusters Score -1.909069e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253934 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -19091074.000000 Penalty: 6173.862793
	Iteration 11Q: 3 clusters Score -1.909107e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254077 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -19091208.000000 Penalty: 6173.862793
	Iteration 12Q: 3 clusters Score -1.909121e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254143 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -19091334.000000 Penalty: 6173.862793
	Iteration 13Q: 3 clusters Score -1.909133e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254170 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -19091394.000000 Penalty: 6173.862793
	Iteration 14Q: 3 clusters Score -1.909139e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254178 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -19091420.000000 Penalty: 6173.862793
	Iteration 15Q: 3 clusters Score -1.909142e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254189 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -19091442.000000 Penalty: 6173.862793
	Iteration 16Q: 3 clusters Score -1.909144e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254192 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -19091480.000000 Penalty: 6173.862793
	Iteration 17Q: 3 clusters Score -1.909148e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254194 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -19091488.000000 Penalty: 6173.862793
	Iteration 18Q: 3 clusters Score -1.909149e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254197 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -19091500.000000 Penalty: 6173.862793
	Iteration 19Q: 3 clusters Score -1.90915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254200 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -19091522.000000 Penalty: 6173.862793
	Iteration 20F: 3 clusters Score -1.909152e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254200 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -19091522.000000 Penalty: 6173.862793
	Iteration 21Q: 3 clusters Score -1.909152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254202 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -19091536.000000 Penalty: 6173.862793
	Iteration 22Q: 3 clusters Score -1.909154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254203 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -19091538.000000 Penalty: 6173.862793
	Iteration 23Q: 3 clusters Score -1.909154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254204 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -19091540.000000 Penalty: 6173.862793
	Iteration 24Q: 3 clusters Score -1.909154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254206 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -19091536.000000 Penalty: 6173.862793
	Iteration 25Q: 3 clusters Score -1.909154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254207 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -19091538.000000 Penalty: 6173.862793
	Iteration 26Q: 3 clusters Score -1.909154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254206 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -19091536.000000 Penalty: 6173.862793
	Iteration 27Q: 3 clusters Score -1.909154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254207 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -19091542.000000 Penalty: 6173.862793
	Iteration 28Q: 3 clusters Score -1.909154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254207 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -19091540.000000 Penalty: 6173.862793
	Iteration 29Q: 3 clusters Score -1.909154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254206 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -19091544.000000 Penalty: 6173.862793
	Iteration 30Q: 3 clusters Score -1.909154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254208 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -19091544.000000 Penalty: 6173.862793
	Iteration 31Q: 3 clusters Score -1.909154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254208 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -19091544.000000 Penalty: 6173.862793
	Iteration 32F: 3 clusters Score -1.909154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 1789 members 
Mstep: Class 3 contains 17414 members 
Mstep: Class 4 contains 24008 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 217897 members 
Mstep: Class 7 contains 195867 members 
Mstep: Class 8 contains 215568 members 
Mstep: Class 9 contains 2449 members 
Mstep: Class 10 contains 37641 members 
Mstep: Class 11 contains 21277 members 
Mstep: Class 12 contains 10951 members 
Mstep: Class 13 contains 7973 members 
Mstep: Class 14 contains 55136 members 
Mstep: Class 15 contains 3525 members 
Mstep: Class 16 contains 2473 members 
Mstep: Class 17 contains 10793 members 
Mstep: Class 18 contains 6667 members 
Mstep: Class 19 contains 158965 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 22218 members 
Mstep: Class 22 contains 4789 members 
Mstep: Class 23 contains 254563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102205840.000000 Penalty: 122937.960938
Iteration 39Q: 36 clusters Score -1.022058e+08 nChanged 17220
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 1822 members 
Mstep: Class 3 contains 17644 members 
Mstep: Class 4 contains 24632 members 
Mstep: Class 5 contains 2853 members 
Mstep: Class 6 contains 217843 members 
Mstep: Class 7 contains 194988 members 
Mstep: Class 8 contains 215651 members 
Mstep: Class 9 contains 2742 members 
Mstep: Class 10 contains 37328 members 
Mstep: Class 11 contains 21732 members 
Mstep: Class 12 contains 11343 members 
Mstep: Class 13 contains 7906 members 
Mstep: Class 14 contains 55038 members 
Mstep: Class 15 contains 3897 members 
Mstep: Class 16 contains 2483 members 
Mstep: Class 17 contains 11059 members 
Mstep: Class 18 contains 6665 members 
Mstep: Class 19 contains 158737 members 
Mstep: Class 20 contains 1122 members 
Mstep: Class 21 contains 22916 members 
Mstep: Class 22 contains 4563 members 
Mstep: Class 23 contains 254850 members 
Mstep: Class 24 contains 11647 members 
Mstep: Class 25 contains 1828 members 
Mstep: Class 26 contains 3376 members 
Mstep: Class 27 contains 24298 members 
Mstep: Class 28 contains 3139 members 
Mstep: Class 29 contains 5674 members 
Mstep: Class 30 contains 3001 members 
Mstep: Class 31 contains 34213 members 
Mstep: Class 32 contains 3816 members 
Mstep: Class 33 contains 4202 members 
Mstep: Class 34 contains 11702 members 
Mstep: Class 35 contains 7418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102213384.000000 Penalty: 122937.960938
Iteration 40F: 36 clusters Score -1.022134e+08 nChanged 12341
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 1874 members 
Mstep: Class 3 contains 17411 members 
Mstep: Class 4 contains 25056 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 217960 members 
Mstep: Class 7 contains 193973 members 
Mstep: Class 8 contains 214600 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 37023 members 
Mstep: Class 11 contains 21781 members 
Mstep: Class 12 contains 11423 members 
Mstep: Class 13 contains 7714 members 
Mstep: Class 14 contains 54669 members 
Mstep: Class 15 contains 4005 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 11146 members 
Mstep: Class 18 contains 6638 members 
Mstep: Class 19 contains 158477 members 
Mstep: Class 20 contains 1161 members 
Mstep: Class 21 contains 23232 members 
Mstep: Class 22 contains 4137 members 
Mstep: Class 23 contains 254826 members 
Mstep: Class 24 contains 11997 members 
Mstep: Class 25 contains 1968 members 
Mstep: Class 26 contains 3523 members 
Mstep: Class 27 contains 25131 members 
Mstep: Class 28 contains 3384 members 
Mstep: Class 29 contains 5703 members 
Mstep: Class 30 contains 3106 members 
Mstep: Class 31 contains 34566 members 
Mstep: Class 32 contains 3967 members 
Mstep: Class 33 contains 4263 members 
Mstep: Class 34 contains 11600 members 
Mstep: Class 35 contains 7451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102217184.000000 Penalty: 122937.960938
Iteration 41Q: 36 clusters Score -1.022172e+08 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 1900 members 
Mstep: Class 3 contains 17275 members 
Mstep: Class 4 contains 25365 members 
Mstep: Class 5 contains 2969 members 
Mstep: Class 6 contains 218299 members 
Mstep: Class 7 contains 193030 members 
Mstep: Class 8 contains 213830 members 
Mstep: Class 9 contains 3129 members 
Mstep: Class 10 contains 36777 members 
Mstep: Class 11 contains 21719 members 
Mstep: Class 12 contains 11527 members 
Mstep: Class 13 contains 7599 members 
Mstep: Class 14 contains 54345 members 
Mstep: Class 15 contains 4099 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 11268 members 
Mstep: Class 18 contains 6623 members 
Mstep: Class 19 contains 158252 members 
Mstep: Class 20 contains 1187 members 
Mstep: Class 21 contains 23622 members 
Mstep: Class 22 contains 3870 members 
Mstep: Class 23 contains 254831 members 
Mstep: Class 24 contains 12296 members 
Mstep: Class 25 contains 2102 members 
Mstep: Class 26 contains 3572 members 
Mstep: Class 27 contains 25597 members 
Mstep: Class 28 contains 3545 members 
Mstep: Class 29 contains 5733 members 
Mstep: Class 30 contains 3153 members 
Mstep: Class 31 contains 34708 members 
Mstep: Class 32 contains 4053 members 
Mstep: Class 33 contains 4281 members 
Mstep: Class 34 contains 11537 members 
Mstep: Class 35 contains 7478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102219144.000000 Penalty: 122937.960938
Iteration 42Q: 36 clusters Score -1.022191e+08 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 1918 members 
Mstep: Class 3 contains 17188 members 
Mstep: Class 4 contains 25581 members 
Mstep: Class 5 contains 2989 members 
Mstep: Class 6 contains 218737 members 
Mstep: Class 7 contains 192208 members 
Mstep: Class 8 contains 213214 members 
Mstep: Class 9 contains 3359 members 
Mstep: Class 10 contains 36626 members 
Mstep: Class 11 contains 21643 members 
Mstep: Class 12 contains 11635 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 54039 members 
Mstep: Class 15 contains 4164 members 
Mstep: Class 16 contains 2489 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 6606 members 
Mstep: Class 19 contains 158079 members 
Mstep: Class 20 contains 1215 members 
Mstep: Class 21 contains 23999 members 
Mstep: Class 22 contains 3630 members 
Mstep: Class 23 contains 254878 members 
Mstep: Class 24 contains 12550 members 
Mstep: Class 25 contains 2219 members 
Mstep: Class 26 contains 3594 members 
Mstep: Class 27 contains 25800 members 
Mstep: Class 28 contains 3676 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 34763 members 
Mstep: Class 32 contains 4146 members 
Mstep: Class 33 contains 4295 members 
Mstep: Class 34 contains 11477 members 
Mstep: Class 35 contains 7488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102220064.000000 Penalty: 122937.960938
Iteration 43Q: 36 clusters Score -1.022201e+08 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 1933 members 
Mstep: Class 3 contains 17098 members 
Mstep: Class 4 contains 25779 members 
Mstep: Class 5 contains 3003 members 
Mstep: Class 6 contains 219080 members 
Mstep: Class 7 contains 191480 members 
Mstep: Class 8 contains 212717 members 
Mstep: Class 9 contains 3589 members 
Mstep: Class 10 contains 36514 members 
Mstep: Class 11 contains 21530 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 7448 members 
Mstep: Class 14 contains 53800 members 
Mstep: Class 15 contains 4223 members 
Mstep: Class 16 contains 2493 members 
Mstep: Class 17 contains 11479 members 
Mstep: Class 18 contains 6588 members 
Mstep: Class 19 contains 157971 members 
Mstep: Class 20 contains 1243 members 
Mstep: Class 21 contains 24408 members 
Mstep: Class 22 contains 3439 members 
Mstep: Class 23 contains 254967 members 
Mstep: Class 24 contains 12768 members 
Mstep: Class 25 contains 2299 members 
Mstep: Class 26 contains 3619 members 
Mstep: Class 27 contains 25834 members 
Mstep: Class 28 contains 3777 members 
Mstep: Class 29 contains 5780 members 
Mstep: Class 30 contains 3212 members 
Mstep: Class 31 contains 34770 members 
Mstep: Class 32 contains 4226 members 
Mstep: Class 33 contains 4315 members 
Mstep: Class 34 contains 11441 members 
Mstep: Class 35 contains 7495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102220568.000000 Penalty: 122937.960938
Iteration 44Q: 36 clusters Score -1.022206e+08 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 1942 members 
Mstep: Class 3 contains 17032 members 
Mstep: Class 4 contains 25932 members 
Mstep: Class 5 contains 3015 members 
Mstep: Class 6 contains 219486 members 
Mstep: Class 7 contains 190882 members 
Mstep: Class 8 contains 212284 members 
Mstep: Class 9 contains 3829 members 
Mstep: Class 10 contains 36410 members 
Mstep: Class 11 contains 21413 members 
Mstep: Class 12 contains 11807 members 
Mstep: Class 13 contains 7412 members 
Mstep: Class 14 contains 53586 members 
Mstep: Class 15 contains 4272 members 
Mstep: Class 16 contains 2497 members 
Mstep: Class 17 contains 11534 members 
Mstep: Class 18 contains 6577 members 
Mstep: Class 19 contains 157847 members 
Mstep: Class 20 contains 1280 members 
Mstep: Class 21 contains 24814 members 
Mstep: Class 22 contains 3288 members 
Mstep: Class 23 contains 255007 members 
Mstep: Class 24 contains 12977 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 3636 members 
Mstep: Class 27 contains 25769 members 
Mstep: Class 28 contains 3847 members 
Mstep: Class 29 contains 5800 members 
Mstep: Class 30 contains 3226 members 
Mstep: Class 31 contains 34722 members 
Mstep: Class 32 contains 4263 members 
Mstep: Class 33 contains 4347 members 
Mstep: Class 34 contains 11445 members 
Mstep: Class 35 contains 7483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102220984.000000 Penalty: 122937.960938
Iteration 45Q: 36 clusters Score -1.02221e+08 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 1952 members 
Mstep: Class 3 contains 16984 members 
Mstep: Class 4 contains 26072 members 
Mstep: Class 5 contains 3034 members 
Mstep: Class 6 contains 219871 members 
Mstep: Class 7 contains 190351 members 
Mstep: Class 8 contains 211943 members 
Mstep: Class 9 contains 4064 members 
Mstep: Class 10 contains 36311 members 
Mstep: Class 11 contains 21311 members 
Mstep: Class 12 contains 11885 members 
Mstep: Class 13 contains 7391 members 
Mstep: Class 14 contains 53387 members 
Mstep: Class 15 contains 4304 members 
Mstep: Class 16 contains 2500 members 
Mstep: Class 17 contains 11594 members 
Mstep: Class 18 contains 6582 members 
Mstep: Class 19 contains 157725 members 
Mstep: Class 20 contains 1305 members 
Mstep: Class 21 contains 25216 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 254984 members 
Mstep: Class 24 contains 13170 members 
Mstep: Class 25 contains 2393 members 
Mstep: Class 26 contains 3647 members 
Mstep: Class 27 contains 25664 members 
Mstep: Class 28 contains 3899 members 
Mstep: Class 29 contains 5817 members 
Mstep: Class 30 contains 3243 members 
Mstep: Class 31 contains 34674 members 
Mstep: Class 32 contains 4312 members 
Mstep: Class 33 contains 4379 members 
Mstep: Class 34 contains 11446 members 
Mstep: Class 35 contains 7464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102221648.000000 Penalty: 122937.960938
Iteration 46Q: 36 clusters Score -1.022216e+08 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 16955 members 
Mstep: Class 4 contains 26177 members 
Mstep: Class 5 contains 3054 members 
Mstep: Class 6 contains 220243 members 
Mstep: Class 7 contains 189891 members 
Mstep: Class 8 contains 211683 members 
Mstep: Class 9 contains 4240 members 
Mstep: Class 10 contains 36202 members 
Mstep: Class 11 contains 21209 members 
Mstep: Class 12 contains 11972 members 
Mstep: Class 13 contains 7366 members 
Mstep: Class 14 contains 53205 members 
Mstep: Class 15 contains 4337 members 
Mstep: Class 16 contains 2503 members 
Mstep: Class 17 contains 11625 members 
Mstep: Class 18 contains 6589 members 
Mstep: Class 19 contains 157629 members 
Mstep: Class 20 contains 1329 members 
Mstep: Class 21 contains 25621 members 
Mstep: Class 22 contains 3031 members 
Mstep: Class 23 contains 254939 members 
Mstep: Class 24 contains 13342 members 
Mstep: Class 25 contains 2428 members 
Mstep: Class 26 contains 3653 members 
Mstep: Class 27 contains 25479 members 
Mstep: Class 28 contains 3951 members 
Mstep: Class 29 contains 5825 members 
Mstep: Class 30 contains 3260 members 
Mstep: Class 31 contains 34648 members 
Mstep: Class 32 contains 4368 members 
Mstep: Class 33 contains 4419 members 
Mstep: Class 34 contains 11442 members 
Mstep: Class 35 contains 7440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102222560.000000 Penalty: 122937.960938
Iteration 47Q: 36 clusters Score -1.022226e+08 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 3 contains 16920 members 
Mstep: Class 4 contains 26264 members 
Mstep: Class 5 contains 3071 members 
Mstep: Class 6 contains 220588 members 
Mstep: Class 7 contains 189526 members 
Mstep: Class 8 contains 211462 members 
Mstep: Class 9 contains 4374 members 
Mstep: Class 10 contains 36106 members 
Mstep: Class 11 contains 21093 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 7348 members 
Mstep: Class 14 contains 53027 members 
Mstep: Class 15 contains 4356 members 
Mstep: Class 16 contains 2506 members 
Mstep: Class 17 contains 11646 members 
Mstep: Class 18 contains 6593 members 
Mstep: Class 19 contains 157515 members 
Mstep: Class 20 contains 1351 members 
Mstep: Class 21 contains 26052 members 
Mstep: Class 22 contains 2935 members 
Mstep: Class 23 contains 254897 members 
Mstep: Class 24 contains 13493 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 3655 members 
Mstep: Class 27 contains 25309 members 
Mstep: Class 28 contains 3990 members 
Mstep: Class 29 contains 5833 members 
Mstep: Class 30 contains 3271 members 
Mstep: Class 31 contains 34629 members 
Mstep: Class 32 contains 4409 members 
Mstep: Class 33 contains 4445 members 
Mstep: Class 34 contains 11462 members 
Mstep: Class 35 contains 7409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223272.000000 Penalty: 122937.960938
Iteration 48Q: 36 clusters Score -1.022233e+08 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 16888 members 
Mstep: Class 4 contains 26323 members 
Mstep: Class 5 contains 3079 members 
Mstep: Class 6 contains 220891 members 
Mstep: Class 7 contains 189218 members 
Mstep: Class 8 contains 211268 members 
Mstep: Class 9 contains 4495 members 
Mstep: Class 10 contains 35987 members 
Mstep: Class 11 contains 20968 members 
Mstep: Class 12 contains 12127 members 
Mstep: Class 13 contains 7331 members 
Mstep: Class 14 contains 52890 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 2509 members 
Mstep: Class 17 contains 11676 members 
Mstep: Class 18 contains 6609 members 
Mstep: Class 19 contains 157442 members 
Mstep: Class 20 contains 1379 members 
Mstep: Class 21 contains 26456 members 
Mstep: Class 22 contains 2856 members 
Mstep: Class 23 contains 254859 members 
Mstep: Class 24 contains 13623 members 
Mstep: Class 25 contains 2488 members 
Mstep: Class 26 contains 3660 members 
Mstep: Class 27 contains 25125 members 
Mstep: Class 28 contains 4018 members 
Mstep: Class 29 contains 5839 members 
Mstep: Class 30 contains 3285 members 
Mstep: Class 31 contains 34611 members 
Mstep: Class 32 contains 4433 members 
Mstep: Class 33 contains 4457 members 
Mstep: Class 34 contains 11460 members 
Mstep: Class 35 contains 7386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102223832.000000 Penalty: 122937.960938
Iteration 49Q: 36 clusters Score -1.022238e+08 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 16865 members 
Mstep: Class 4 contains 26374 members 
Mstep: Class 5 contains 3085 members 
Mstep: Class 6 contains 221179 members 
Mstep: Class 7 contains 188928 members 
Mstep: Class 8 contains 211097 members 
Mstep: Class 9 contains 4637 members 
Mstep: Class 10 contains 35878 members 
Mstep: Class 11 contains 20868 members 
Mstep: Class 12 contains 12185 members 
Mstep: Class 13 contains 7328 members 
Mstep: Class 14 contains 52774 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 2512 members 
Mstep: Class 17 contains 11704 members 
Mstep: Class 18 contains 6647 members 
Mstep: Class 19 contains 157369 members 
Mstep: Class 20 contains 1398 members 
Mstep: Class 21 contains 26923 members 
Mstep: Class 22 contains 2778 members 
Mstep: Class 23 contains 254815 members 
Mstep: Class 24 contains 13749 members 
Mstep: Class 25 contains 2515 members 
Mstep: Class 26 contains 3668 members 
Mstep: Class 27 contains 24871 members 
Mstep: Class 28 contains 4043 members 
Mstep: Class 29 contains 5842 members 
Mstep: Class 30 contains 3300 members 
Mstep: Class 31 contains 34587 members 
Mstep: Class 32 contains 4428 members 
Mstep: Class 33 contains 4469 members 
Mstep: Class 34 contains 11464 members 
Mstep: Class 35 contains 7349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224312.000000 Penalty: 122937.960938
Iteration 50Q: 36 clusters Score -1.022243e+08 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 1973 members 
Mstep: Class 3 contains 16845 members 
Mstep: Class 4 contains 26431 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 221431 members 
Mstep: Class 7 contains 188679 members 
Mstep: Class 8 contains 210928 members 
Mstep: Class 9 contains 4767 members 
Mstep: Class 10 contains 35779 members 
Mstep: Class 11 contains 20771 members 
Mstep: Class 12 contains 12244 members 
Mstep: Class 13 contains 7327 members 
Mstep: Class 14 contains 52669 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 2514 members 
Mstep: Class 17 contains 11723 members 
Mstep: Class 18 contains 6682 members 
Mstep: Class 19 contains 157291 members 
Mstep: Class 20 contains 1412 members 
Mstep: Class 21 contains 27370 members 
Mstep: Class 22 contains 2714 members 
Mstep: Class 23 contains 254772 members 
Mstep: Class 24 contains 13871 members 
Mstep: Class 25 contains 2540 members 
Mstep: Class 26 contains 3670 members 
Mstep: Class 27 contains 24604 members 
Mstep: Class 28 contains 4071 members 
Mstep: Class 29 contains 5845 members 
Mstep: Class 30 contains 3301 members 
Mstep: Class 31 contains 34590 members 
Mstep: Class 32 contains 4436 members 
Mstep: Class 33 contains 4468 members 
Mstep: Class 34 contains 11476 members 
Mstep: Class 35 contains 7306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224496.000000 Penalty: 122937.960938
Iteration 51Q: 36 clusters Score -1.022245e+08 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 1976 members 
Mstep: Class 3 contains 16831 members 
Mstep: Class 4 contains 26469 members 
Mstep: Class 5 contains 3096 members 
Mstep: Class 6 contains 221684 members 
Mstep: Class 7 contains 188505 members 
Mstep: Class 8 contains 210766 members 
Mstep: Class 9 contains 4886 members 
Mstep: Class 10 contains 35674 members 
Mstep: Class 11 contains 20659 members 
Mstep: Class 12 contains 12288 members 
Mstep: Class 13 contains 7322 members 
Mstep: Class 14 contains 52588 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 17 contains 11733 members 
Mstep: Class 18 contains 6700 members 
Mstep: Class 19 contains 157228 members 
Mstep: Class 20 contains 1427 members 
Mstep: Class 21 contains 27780 members 
Mstep: Class 22 contains 2664 members 
Mstep: Class 23 contains 254747 members 
Mstep: Class 24 contains 13990 members 
Mstep: Class 25 contains 2571 members 
Mstep: Class 26 contains 3671 members 
Mstep: Class 27 contains 24329 members 
Mstep: Class 28 contains 4093 members 
Mstep: Class 29 contains 5852 members 
Mstep: Class 30 contains 3308 members 
Mstep: Class 31 contains 34576 members 
Mstep: Class 32 contains 4448 members 
Mstep: Class 33 contains 4472 members 
Mstep: Class 34 contains 11486 members 
Mstep: Class 35 contains 7262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225112.000000 Penalty: 122937.960938
Iteration 52Q: 36 clusters Score -1.022251e+08 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 1978 members 
Mstep: Class 3 contains 16807 members 
Mstep: Class 4 contains 26488 members 
Mstep: Class 5 contains 3098 members 
Mstep: Class 6 contains 221908 members 
Mstep: Class 7 contains 188344 members 
Mstep: Class 8 contains 210620 members 
Mstep: Class 9 contains 5015 members 
Mstep: Class 10 contains 35583 members 
Mstep: Class 11 contains 20573 members 
Mstep: Class 12 contains 12351 members 
Mstep: Class 13 contains 7314 members 
Mstep: Class 14 contains 52518 members 
Mstep: Class 15 contains 4376 members 
Mstep: Class 16 contains 2519 members 
Mstep: Class 17 contains 11731 members 
Mstep: Class 18 contains 6716 members 
Mstep: Class 19 contains 157174 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 28196 members 
Mstep: Class 22 contains 2621 members 
Mstep: Class 23 contains 254707 members 
Mstep: Class 24 contains 14102 members 
Mstep: Class 25 contains 2605 members 
Mstep: Class 26 contains 3674 members 
Mstep: Class 27 contains 24031 members 
Mstep: Class 28 contains 4103 members 
Mstep: Class 29 contains 5857 members 
Mstep: Class 30 contains 3316 members 
Mstep: Class 31 contains 34552 members 
Mstep: Class 32 contains 4457 members 
Mstep: Class 33 contains 4473 members 
Mstep: Class 34 contains 11495 members 
Mstep: Class 35 contains 7217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102225864.000000 Penalty: 122937.960938
Iteration 53Q: 36 clusters Score -1.022259e+08 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 1981 members 
Mstep: Class 3 contains 16782 members 
Mstep: Class 4 contains 26510 members 
Mstep: Class 5 contains 3098 members 
Mstep: Class 6 contains 222068 members 
Mstep: Class 7 contains 188192 members 
Mstep: Class 8 contains 210464 members 
Mstep: Class 9 contains 5130 members 
Mstep: Class 10 contains 35532 members 
Mstep: Class 11 contains 20464 members 
Mstep: Class 12 contains 12406 members 
Mstep: Class 13 contains 7305 members 
Mstep: Class 14 contains 52456 members 
Mstep: Class 15 contains 4381 members 
Mstep: Class 16 contains 2522 members 
Mstep: Class 17 contains 11740 members 
Mstep: Class 18 contains 6747 members 
Mstep: Class 19 contains 157128 members 
Mstep: Class 20 contains 1464 members 
Mstep: Class 21 contains 28661 members 
Mstep: Class 22 contains 2588 members 
Mstep: Class 23 contains 254655 members 
Mstep: Class 24 contains 14221 members 
Mstep: Class 25 contains 2631 members 
Mstep: Class 26 contains 3676 members 
Mstep: Class 27 contains 23714 members 
Mstep: Class 28 contains 4117 members 
Mstep: Class 29 contains 5859 members 
Mstep: Class 30 contains 3322 members 
Mstep: Class 31 contains 34549 members 
Mstep: Class 32 contains 4463 members 
Mstep: Class 33 contains 4474 members 
Mstep: Class 34 contains 11484 members 
Mstep: Class 35 contains 7182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226272.000000 Penalty: 122937.960938
Iteration 54Q: 36 clusters Score -1.022263e+08 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 1983 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 26528 members 
Mstep: Class 5 contains 3105 members 
Mstep: Class 6 contains 222215 members 
Mstep: Class 7 contains 188050 members 
Mstep: Class 8 contains 210310 members 
Mstep: Class 9 contains 5228 members 
Mstep: Class 10 contains 35492 members 
Mstep: Class 11 contains 20344 members 
Mstep: Class 12 contains 12470 members 
Mstep: Class 13 contains 7297 members 
Mstep: Class 14 contains 52408 members 
Mstep: Class 15 contains 4390 members 
Mstep: Class 16 contains 2524 members 
Mstep: Class 17 contains 11746 members 
Mstep: Class 18 contains 6786 members 
Mstep: Class 19 contains 157076 members 
Mstep: Class 20 contains 1475 members 
Mstep: Class 21 contains 29149 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 254558 members 
Mstep: Class 24 contains 14323 members 
Mstep: Class 25 contains 2648 members 
Mstep: Class 26 contains 3675 members 
Mstep: Class 27 contains 23425 members 
Mstep: Class 28 contains 4121 members 
Mstep: Class 29 contains 5866 members 
Mstep: Class 30 contains 3327 members 
Mstep: Class 31 contains 34561 members 
Mstep: Class 32 contains 4468 members 
Mstep: Class 33 contains 4479 members 
Mstep: Class 34 contains 11473 members 
Mstep: Class 35 contains 7147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226392.000000 Penalty: 122937.960938
Iteration 55Q: 36 clusters Score -1.022264e+08 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 1986 members 
Mstep: Class 3 contains 16720 members 
Mstep: Class 4 contains 26540 members 
Mstep: Class 5 contains 3114 members 
Mstep: Class 6 contains 222351 members 
Mstep: Class 7 contains 187945 members 
Mstep: Class 8 contains 210162 members 
Mstep: Class 9 contains 5319 members 
Mstep: Class 10 contains 35440 members 
Mstep: Class 11 contains 20227 members 
Mstep: Class 12 contains 12531 members 
Mstep: Class 13 contains 7288 members 
Mstep: Class 14 contains 52363 members 
Mstep: Class 15 contains 4402 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 11747 members 
Mstep: Class 18 contains 6822 members 
Mstep: Class 19 contains 157032 members 
Mstep: Class 20 contains 1490 members 
Mstep: Class 21 contains 29606 members 
Mstep: Class 22 contains 2565 members 
Mstep: Class 23 contains 254474 members 
Mstep: Class 24 contains 14402 members 
Mstep: Class 25 contains 2676 members 
Mstep: Class 26 contains 3678 members 
Mstep: Class 27 contains 23154 members 
Mstep: Class 28 contains 4134 members 
Mstep: Class 29 contains 5871 members 
Mstep: Class 30 contains 3333 members 
Mstep: Class 31 contains 34560 members 
Mstep: Class 32 contains 4474 members 
Mstep: Class 33 contains 4486 members 
Mstep: Class 34 contains 11454 members 
Mstep: Class 35 contains 7108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102226688.000000 Penalty: 122937.960938
Iteration 56Q: 36 clusters Score -1.022267e+08 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 16685 members 
Mstep: Class 4 contains 26553 members 
Mstep: Class 5 contains 3113 members 
Mstep: Class 6 contains 222460 members 
Mstep: Class 7 contains 187846 members 
Mstep: Class 8 contains 210038 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 35387 members 
Mstep: Class 11 contains 20109 members 
Mstep: Class 12 contains 12608 members 
Mstep: Class 13 contains 7284 members 
Mstep: Class 14 contains 52312 members 
Mstep: Class 15 contains 4419 members 
Mstep: Class 16 contains 2527 members 
Mstep: Class 17 contains 11748 members 
Mstep: Class 18 contains 6861 members 
Mstep: Class 19 contains 156991 members 
Mstep: Class 20 contains 1506 members 
Mstep: Class 21 contains 30109 members 
Mstep: Class 22 contains 2546 members 
Mstep: Class 23 contains 254387 members 
Mstep: Class 24 contains 14463 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 3681 members 
Mstep: Class 27 contains 22846 members 
Mstep: Class 28 contains 4146 members 
Mstep: Class 29 contains 5879 members 
Mstep: Class 30 contains 3334 members 
Mstep: Class 31 contains 34579 members 
Mstep: Class 32 contains 4491 members 
Mstep: Class 33 contains 4489 members 
Mstep: Class 34 contains 11443 members 
Mstep: Class 35 contains 7068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227432.000000 Penalty: 122937.960938
Iteration 57Q: 36 clusters Score -1.022274e+08 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 16653 members 
Mstep: Class 4 contains 26576 members 
Mstep: Class 5 contains 3111 members 
Mstep: Class 6 contains 222581 members 
Mstep: Class 7 contains 187751 members 
Mstep: Class 8 contains 209917 members 
Mstep: Class 9 contains 5441 members 
Mstep: Class 10 contains 35353 members 
Mstep: Class 11 contains 19986 members 
Mstep: Class 12 contains 12674 members 
Mstep: Class 13 contains 7278 members 
Mstep: Class 14 contains 52256 members 
Mstep: Class 15 contains 4438 members 
Mstep: Class 16 contains 2527 members 
Mstep: Class 17 contains 11752 members 
Mstep: Class 18 contains 6896 members 
Mstep: Class 19 contains 156945 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 30630 members 
Mstep: Class 22 contains 2539 members 
Mstep: Class 23 contains 254282 members 
Mstep: Class 24 contains 14542 members 
Mstep: Class 25 contains 2708 members 
Mstep: Class 26 contains 3681 members 
Mstep: Class 27 contains 22519 members 
Mstep: Class 28 contains 4156 members 
Mstep: Class 29 contains 5883 members 
Mstep: Class 30 contains 3332 members 
Mstep: Class 31 contains 34594 members 
Mstep: Class 32 contains 4500 members 
Mstep: Class 33 contains 4490 members 
Mstep: Class 34 contains 11438 members 
Mstep: Class 35 contains 7039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227680.000000 Penalty: 122937.960938
Iteration 58Q: 36 clusters Score -1.022277e+08 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 16616 members 
Mstep: Class 4 contains 26590 members 
Mstep: Class 5 contains 3108 members 
Mstep: Class 6 contains 222707 members 
Mstep: Class 7 contains 187673 members 
Mstep: Class 8 contains 209782 members 
Mstep: Class 9 contains 5497 members 
Mstep: Class 10 contains 35314 members 
Mstep: Class 11 contains 19876 members 
Mstep: Class 12 contains 12752 members 
Mstep: Class 13 contains 7272 members 
Mstep: Class 14 contains 52200 members 
Mstep: Class 15 contains 4452 members 
Mstep: Class 16 contains 2527 members 
Mstep: Class 17 contains 11756 members 
Mstep: Class 18 contains 6908 members 
Mstep: Class 19 contains 156923 members 
Mstep: Class 20 contains 1537 members 
Mstep: Class 21 contains 31125 members 
Mstep: Class 22 contains 2532 members 
Mstep: Class 23 contains 254185 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 2724 members 
Mstep: Class 26 contains 3682 members 
Mstep: Class 27 contains 22204 members 
Mstep: Class 28 contains 4150 members 
Mstep: Class 29 contains 5885 members 
Mstep: Class 30 contains 3334 members 
Mstep: Class 31 contains 34643 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 4492 members 
Mstep: Class 34 contains 11416 members 
Mstep: Class 35 contains 7024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102227712.000000 Penalty: 122937.960938
Iteration 59Q: 36 clusters Score -1.022277e+08 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 1994 members 
Mstep: Class 3 contains 16588 members 
Mstep: Class 4 contains 26610 members 
Mstep: Class 5 contains 3108 members 
Mstep: Class 6 contains 222799 members 
Mstep: Class 7 contains 187626 members 
Mstep: Class 8 contains 209625 members 
Mstep: Class 9 contains 5545 members 
Mstep: Class 10 contains 35266 members 
Mstep: Class 11 contains 19763 members 
Mstep: Class 12 contains 12838 members 
Mstep: Class 13 contains 7267 members 
Mstep: Class 14 contains 52152 members 
Mstep: Class 15 contains 4456 members 
Mstep: Class 16 contains 2528 members 
Mstep: Class 17 contains 11753 members 
Mstep: Class 18 contains 6947 members 
Mstep: Class 19 contains 156892 members 
Mstep: Class 20 contains 1541 members 
Mstep: Class 21 contains 31663 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 254056 members 
Mstep: Class 24 contains 14651 members 
Mstep: Class 25 contains 2744 members 
Mstep: Class 26 contains 3684 members 
Mstep: Class 27 contains 21871 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 5888 members 
Mstep: Class 30 contains 3334 members 
Mstep: Class 31 contains 34703 members 
Mstep: Class 32 contains 4501 members 
Mstep: Class 33 contains 4490 members 
Mstep: Class 34 contains 11402 members 
Mstep: Class 35 contains 7018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228232.000000 Penalty: 122937.960938
Iteration 60F: 36 clusters Score -1.022282e+08 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 1994 members 
Mstep: Class 3 contains 16552 members 
Mstep: Class 4 contains 26624 members 
Mstep: Class 5 contains 3106 members 
Mstep: Class 6 contains 222889 members 
Mstep: Class 7 contains 187560 members 
Mstep: Class 8 contains 209469 members 
Mstep: Class 9 contains 5585 members 
Mstep: Class 10 contains 35234 members 
Mstep: Class 11 contains 19641 members 
Mstep: Class 12 contains 12912 members 
Mstep: Class 13 contains 7261 members 
Mstep: Class 14 contains 52113 members 
Mstep: Class 15 contains 4469 members 
Mstep: Class 16 contains 2528 members 
Mstep: Class 17 contains 11758 members 
Mstep: Class 18 contains 6970 members 
Mstep: Class 19 contains 156866 members 
Mstep: Class 20 contains 1554 members 
Mstep: Class 21 contains 32187 members 
Mstep: Class 22 contains 2476 members 
Mstep: Class 23 contains 253927 members 
Mstep: Class 24 contains 14704 members 
Mstep: Class 25 contains 2773 members 
Mstep: Class 26 contains 3690 members 
Mstep: Class 27 contains 21553 members 
Mstep: Class 28 contains 4174 members 
Mstep: Class 29 contains 5896 members 
Mstep: Class 30 contains 3336 members 
Mstep: Class 31 contains 34756 members 
Mstep: Class 32 contains 4562 members 
Mstep: Class 33 contains 4490 members 
Mstep: Class 34 contains 11393 members 
Mstep: Class 35 contains 6978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229016.000000 Penalty: 122937.960938
Iteration 61Q: 36 clusters Score -1.02229e+08 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 1994 members 
Mstep: Class 3 contains 16528 members 
Mstep: Class 4 contains 26631 members 
Mstep: Class 5 contains 3106 members 
Mstep: Class 6 contains 222970 members 
Mstep: Class 7 contains 187496 members 
Mstep: Class 8 contains 209281 members 
Mstep: Class 9 contains 5623 members 
Mstep: Class 10 contains 35210 members 
Mstep: Class 11 contains 19523 members 
Mstep: Class 12 contains 13002 members 
Mstep: Class 13 contains 7254 members 
Mstep: Class 14 contains 52076 members 
Mstep: Class 15 contains 4482 members 
Mstep: Class 16 contains 2533 members 
Mstep: Class 17 contains 11764 members 
Mstep: Class 18 contains 7005 members 
Mstep: Class 19 contains 156838 members 
Mstep: Class 20 contains 1569 members 
Mstep: Class 21 contains 32718 members 
Mstep: Class 22 contains 2433 members 
Mstep: Class 23 contains 253749 members 
Mstep: Class 24 contains 14757 members 
Mstep: Class 25 contains 2790 members 
Mstep: Class 26 contains 3693 members 
Mstep: Class 27 contains 21288 members 
Mstep: Class 28 contains 4201 members 
Mstep: Class 29 contains 5905 members 
Mstep: Class 30 contains 3341 members 
Mstep: Class 31 contains 34812 members 
Mstep: Class 32 contains 4596 members 
Mstep: Class 33 contains 4494 members 
Mstep: Class 34 contains 11390 members 
Mstep: Class 35 contains 6930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102229784.000000 Penalty: 122937.960938
Iteration 62Q: 36 clusters Score -1.022298e+08 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 1996 members 
Mstep: Class 3 contains 16501 members 
Mstep: Class 4 contains 26636 members 
Mstep: Class 5 contains 3099 members 
Mstep: Class 6 contains 223010 members 
Mstep: Class 7 contains 187449 members 
Mstep: Class 8 contains 209126 members 
Mstep: Class 9 contains 5653 members 
Mstep: Class 10 contains 35185 members 
Mstep: Class 11 contains 19414 members 
Mstep: Class 12 contains 13100 members 
Mstep: Class 13 contains 7248 members 
Mstep: Class 14 contains 52025 members 
Mstep: Class 15 contains 4494 members 
Mstep: Class 16 contains 2537 members 
Mstep: Class 17 contains 11769 members 
Mstep: Class 18 contains 7040 members 
Mstep: Class 19 contains 156820 members 
Mstep: Class 20 contains 1587 members 
Mstep: Class 21 contains 33265 members 
Mstep: Class 22 contains 2392 members 
Mstep: Class 23 contains 253581 members 
Mstep: Class 24 contains 14802 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 3693 members 
Mstep: Class 27 contains 20994 members 
Mstep: Class 28 contains 4231 members 
Mstep: Class 29 contains 5907 members 
Mstep: Class 30 contains 3346 members 
Mstep: Class 31 contains 34890 members 
Mstep: Class 32 contains 4628 members 
Mstep: Class 33 contains 4495 members 
Mstep: Class 34 contains 11390 members 
Mstep: Class 35 contains 6873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230344.000000 Penalty: 122937.960938
Iteration 63Q: 36 clusters Score -1.022303e+08 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 1999 members 
Mstep: Class 3 contains 16489 members 
Mstep: Class 4 contains 26634 members 
Mstep: Class 5 contains 3098 members 
Mstep: Class 6 contains 223064 members 
Mstep: Class 7 contains 187398 members 
Mstep: Class 8 contains 208975 members 
Mstep: Class 9 contains 5680 members 
Mstep: Class 10 contains 35169 members 
Mstep: Class 11 contains 19305 members 
Mstep: Class 12 contains 13188 members 
Mstep: Class 13 contains 7241 members 
Mstep: Class 14 contains 51961 members 
Mstep: Class 15 contains 4506 members 
Mstep: Class 16 contains 2539 members 
Mstep: Class 17 contains 11772 members 
Mstep: Class 18 contains 7060 members 
Mstep: Class 19 contains 156803 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 33823 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 253400 members 
Mstep: Class 24 contains 14842 members 
Mstep: Class 25 contains 2826 members 
Mstep: Class 26 contains 3696 members 
Mstep: Class 27 contains 20748 members 
Mstep: Class 28 contains 4260 members 
Mstep: Class 29 contains 5910 members 
Mstep: Class 30 contains 3353 members 
Mstep: Class 31 contains 34948 members 
Mstep: Class 32 contains 4650 members 
Mstep: Class 33 contains 4498 members 
Mstep: Class 34 contains 11392 members 
Mstep: Class 35 contains 6812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230896.000000 Penalty: 122937.960938
Iteration 64Q: 36 clusters Score -1.022309e+08 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 2000 members 
Mstep: Class 3 contains 16484 members 
Mstep: Class 4 contains 26647 members 
Mstep: Class 5 contains 3093 members 
Mstep: Class 6 contains 223095 members 
Mstep: Class 7 contains 187355 members 
Mstep: Class 8 contains 208842 members 
Mstep: Class 9 contains 5716 members 
Mstep: Class 10 contains 35156 members 
Mstep: Class 11 contains 19209 members 
Mstep: Class 12 contains 13273 members 
Mstep: Class 13 contains 7232 members 
Mstep: Class 14 contains 51904 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 16 contains 2542 members 
Mstep: Class 17 contains 11774 members 
Mstep: Class 18 contains 7081 members 
Mstep: Class 19 contains 156783 members 
Mstep: Class 20 contains 1612 members 
Mstep: Class 21 contains 34357 members 
Mstep: Class 22 contains 2318 members 
Mstep: Class 23 contains 253212 members 
Mstep: Class 24 contains 14865 members 
Mstep: Class 25 contains 2853 members 
Mstep: Class 26 contains 3700 members 
Mstep: Class 27 contains 20505 members 
Mstep: Class 28 contains 4270 members 
Mstep: Class 29 contains 5914 members 
Mstep: Class 30 contains 3358 members 
Mstep: Class 31 contains 35006 members 
Mstep: Class 32 contains 4659 members 
Mstep: Class 33 contains 4506 members 
Mstep: Class 34 contains 11395 members 
Mstep: Class 35 contains 6761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231520.000000 Penalty: 122937.960938
Iteration 65Q: 36 clusters Score -1.022315e+08 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 2003 members 
Mstep: Class 3 contains 16457 members 
Mstep: Class 4 contains 26654 members 
Mstep: Class 5 contains 3085 members 
Mstep: Class 6 contains 223124 members 
Mstep: Class 7 contains 187306 members 
Mstep: Class 8 contains 208722 members 
Mstep: Class 9 contains 5754 members 
Mstep: Class 10 contains 35144 members 
Mstep: Class 11 contains 19105 members 
Mstep: Class 12 contains 13355 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 51852 members 
Mstep: Class 15 contains 4520 members 
Mstep: Class 16 contains 2546 members 
Mstep: Class 17 contains 11779 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 156775 members 
Mstep: Class 20 contains 1640 members 
Mstep: Class 21 contains 34829 members 
Mstep: Class 22 contains 2296 members 
Mstep: Class 23 contains 253044 members 
Mstep: Class 24 contains 14890 members 
Mstep: Class 25 contains 2884 members 
Mstep: Class 26 contains 3704 members 
Mstep: Class 27 contains 20287 members 
Mstep: Class 28 contains 4284 members 
Mstep: Class 29 contains 5920 members 
Mstep: Class 30 contains 3360 members 
Mstep: Class 31 contains 35041 members 
Mstep: Class 32 contains 4654 members 
Mstep: Class 33 contains 4510 members 
Mstep: Class 34 contains 11411 members 
Mstep: Class 35 contains 6714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102231880.000000 Penalty: 122937.960938
Iteration 66Q: 36 clusters Score -1.022319e+08 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 2004 members 
Mstep: Class 3 contains 16436 members 
Mstep: Class 4 contains 26658 members 
Mstep: Class 5 contains 3072 members 
Mstep: Class 6 contains 223153 members 
Mstep: Class 7 contains 187261 members 
Mstep: Class 8 contains 208604 members 
Mstep: Class 9 contains 5777 members 
Mstep: Class 10 contains 35124 members 
Mstep: Class 11 contains 19016 members 
Mstep: Class 12 contains 13435 members 
Mstep: Class 13 contains 7198 members 
Mstep: Class 14 contains 51797 members 
Mstep: Class 15 contains 4535 members 
Mstep: Class 16 contains 2548 members 
Mstep: Class 17 contains 11781 members 
Mstep: Class 18 contains 7147 members 
Mstep: Class 19 contains 156773 members 
Mstep: Class 20 contains 1655 members 
Mstep: Class 21 contains 35259 members 
Mstep: Class 22 contains 2280 members 
Mstep: Class 23 contains 252906 members 
Mstep: Class 24 contains 14918 members 
Mstep: Class 25 contains 2900 members 
Mstep: Class 26 contains 3702 members 
Mstep: Class 27 contains 20110 members 
Mstep: Class 28 contains 4302 members 
Mstep: Class 29 contains 5928 members 
Mstep: Class 30 contains 3369 members 
Mstep: Class 31 contains 35072 members 
Mstep: Class 32 contains 4654 members 
Mstep: Class 33 contains 4514 members 
Mstep: Class 34 contains 11426 members 
Mstep: Class 35 contains 6670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232112.000000 Penalty: 122937.960938
Iteration 67Q: 36 clusters Score -1.022321e+08 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 2005 members 
Mstep: Class 3 contains 16410 members 
Mstep: Class 4 contains 26659 members 
Mstep: Class 5 contains 3063 members 
Mstep: Class 6 contains 223203 members 
Mstep: Class 7 contains 187209 members 
Mstep: Class 8 contains 208511 members 
Mstep: Class 9 contains 5793 members 
Mstep: Class 10 contains 35101 members 
Mstep: Class 11 contains 18946 members 
Mstep: Class 12 contains 13525 members 
Mstep: Class 13 contains 7175 members 
Mstep: Class 14 contains 51729 members 
Mstep: Class 15 contains 4550 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 11779 members 
Mstep: Class 18 contains 7163 members 
Mstep: Class 19 contains 156784 members 
Mstep: Class 20 contains 1674 members 
Mstep: Class 21 contains 35631 members 
Mstep: Class 22 contains 2262 members 
Mstep: Class 23 contains 252771 members 
Mstep: Class 24 contains 14932 members 
Mstep: Class 25 contains 2914 members 
Mstep: Class 26 contains 3703 members 
Mstep: Class 27 contains 19967 members 
Mstep: Class 28 contains 4318 members 
Mstep: Class 29 contains 5936 members 
Mstep: Class 30 contains 3371 members 
Mstep: Class 31 contains 35111 members 
Mstep: Class 32 contains 4656 members 
Mstep: Class 33 contains 4518 members 
Mstep: Class 34 contains 11438 members 
Mstep: Class 35 contains 6629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232680.000000 Penalty: 122937.960938
Iteration 68Q: 36 clusters Score -1.022327e+08 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 2005 members 
Mstep: Class 3 contains 16388 members 
Mstep: Class 4 contains 26671 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 223247 members 
Mstep: Class 7 contains 187169 members 
Mstep: Class 8 contains 208445 members 
Mstep: Class 9 contains 5814 members 
Mstep: Class 10 contains 35075 members 
Mstep: Class 11 contains 18862 members 
Mstep: Class 12 contains 13612 members 
Mstep: Class 13 contains 7161 members 
Mstep: Class 14 contains 51683 members 
Mstep: Class 15 contains 4570 members 
Mstep: Class 16 contains 2551 members 
Mstep: Class 17 contains 11780 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 19 contains 156792 members 
Mstep: Class 20 contains 1697 members 
Mstep: Class 21 contains 35940 members 
Mstep: Class 22 contains 2249 members 
Mstep: Class 23 contains 252659 members 
Mstep: Class 24 contains 14946 members 
Mstep: Class 25 contains 2920 members 
Mstep: Class 26 contains 3706 members 
Mstep: Class 27 contains 19810 members 
Mstep: Class 28 contains 4340 members 
Mstep: Class 29 contains 5942 members 
Mstep: Class 30 contains 3374 members 
Mstep: Class 31 contains 35142 members 
Mstep: Class 32 contains 4653 members 
Mstep: Class 33 contains 4524 members 
Mstep: Class 34 contains 11438 members 
Mstep: Class 35 contains 6581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233080.000000 Penalty: 122937.960938
Iteration 69Q: 36 clusters Score -1.022331e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 16362 members 
Mstep: Class 4 contains 26684 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 223291 members 
Mstep: Class 7 contains 187125 members 
Mstep: Class 8 contains 208404 members 
Mstep: Class 9 contains 5838 members 
Mstep: Class 10 contains 35056 members 
Mstep: Class 11 contains 18790 members 
Mstep: Class 12 contains 13698 members 
Mstep: Class 13 contains 7152 members 
Mstep: Class 14 contains 51636 members 
Mstep: Class 15 contains 4580 members 
Mstep: Class 16 contains 2555 members 
Mstep: Class 17 contains 11781 members 
Mstep: Class 18 contains 7183 members 
Mstep: Class 19 contains 156796 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 36206 members 
Mstep: Class 22 contains 2246 members 
Mstep: Class 23 contains 252561 members 
Mstep: Class 24 contains 14946 members 
Mstep: Class 25 contains 2929 members 
Mstep: Class 26 contains 3706 members 
Mstep: Class 27 contains 19659 members 
Mstep: Class 28 contains 4384 members 
Mstep: Class 29 contains 5950 members 
Mstep: Class 30 contains 3367 members 
Mstep: Class 31 contains 35175 members 
Mstep: Class 32 contains 4645 members 
Mstep: Class 33 contains 4528 members 
Mstep: Class 34 contains 11449 members 
Mstep: Class 35 contains 6511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233136.000000 Penalty: 122937.960938
Iteration 70Q: 36 clusters Score -1.022331e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 2008 members 
Mstep: Class 3 contains 16336 members 
Mstep: Class 4 contains 26694 members 
Mstep: Class 5 contains 3064 members 
Mstep: Class 6 contains 223336 members 
Mstep: Class 7 contains 187101 members 
Mstep: Class 8 contains 208347 members 
Mstep: Class 9 contains 5840 members 
Mstep: Class 10 contains 35037 members 
Mstep: Class 11 contains 18717 members 
Mstep: Class 12 contains 13769 members 
Mstep: Class 13 contains 7132 members 
Mstep: Class 14 contains 51589 members 
Mstep: Class 15 contains 4595 members 
Mstep: Class 16 contains 2556 members 
Mstep: Class 17 contains 11791 members 
Mstep: Class 18 contains 7195 members 
Mstep: Class 19 contains 156781 members 
Mstep: Class 20 contains 1748 members 
Mstep: Class 21 contains 36458 members 
Mstep: Class 22 contains 2236 members 
Mstep: Class 23 contains 252480 members 
Mstep: Class 24 contains 14953 members 
Mstep: Class 25 contains 2944 members 
Mstep: Class 26 contains 3710 members 
Mstep: Class 27 contains 19535 members 
Mstep: Class 28 contains 4441 members 
Mstep: Class 29 contains 5954 members 
Mstep: Class 30 contains 3382 members 
Mstep: Class 31 contains 35201 members 
Mstep: Class 32 contains 4635 members 
Mstep: Class 33 contains 4527 members 
Mstep: Class 34 contains 11436 members 
Mstep: Class 35 contains 6444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233368.000000 Penalty: 122937.960938
Iteration 71Q: 36 clusters Score -1.022334e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 2008 members 
Mstep: Class 3 contains 16292 members 
Mstep: Class 4 contains 26700 members 
Mstep: Class 5 contains 3059 members 
Mstep: Class 6 contains 223379 members 
Mstep: Class 7 contains 187082 members 
Mstep: Class 8 contains 208292 members 
Mstep: Class 9 contains 5829 members 
Mstep: Class 10 contains 35015 members 
Mstep: Class 11 contains 18653 members 
Mstep: Class 12 contains 13824 members 
Mstep: Class 13 contains 7114 members 
Mstep: Class 14 contains 51540 members 
Mstep: Class 15 contains 4605 members 
Mstep: Class 16 contains 2557 members 
Mstep: Class 17 contains 11792 members 
Mstep: Class 18 contains 7210 members 
Mstep: Class 19 contains 156761 members 
Mstep: Class 20 contains 1782 members 
Mstep: Class 21 contains 36701 members 
Mstep: Class 22 contains 2241 members 
Mstep: Class 23 contains 252410 members 
Mstep: Class 24 contains 14948 members 
Mstep: Class 25 contains 2951 members 
Mstep: Class 26 contains 3712 members 
Mstep: Class 27 contains 19435 members 
Mstep: Class 28 contains 4530 members 
Mstep: Class 29 contains 5957 members 
Mstep: Class 30 contains 3391 members 
Mstep: Class 31 contains 35233 members 
Mstep: Class 32 contains 4630 members 
Mstep: Class 33 contains 4535 members 
Mstep: Class 34 contains 11433 members 
Mstep: Class 35 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233600.000000 Penalty: 122937.960938
Iteration 72Q: 36 clusters Score -1.022336e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 16241 members 
Mstep: Class 4 contains 26713 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 223433 members 
Mstep: Class 7 contains 187059 members 
Mstep: Class 8 contains 208238 members 
Mstep: Class 9 contains 5808 members 
Mstep: Class 10 contains 34994 members 
Mstep: Class 11 contains 18594 members 
Mstep: Class 12 contains 13869 members 
Mstep: Class 13 contains 7097 members 
Mstep: Class 14 contains 51485 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 2558 members 
Mstep: Class 17 contains 11792 members 
Mstep: Class 18 contains 7228 members 
Mstep: Class 19 contains 156750 members 
Mstep: Class 20 contains 1823 members 
Mstep: Class 21 contains 36918 members 
Mstep: Class 22 contains 2254 members 
Mstep: Class 23 contains 252337 members 
Mstep: Class 24 contains 14943 members 
Mstep: Class 25 contains 2955 members 
Mstep: Class 26 contains 3716 members 
Mstep: Class 27 contains 19350 members 
Mstep: Class 28 contains 4633 members 
Mstep: Class 29 contains 5958 members 
Mstep: Class 30 contains 3398 members 
Mstep: Class 31 contains 35244 members 
Mstep: Class 32 contains 4623 members 
Mstep: Class 33 contains 4538 members 
Mstep: Class 34 contains 11428 members 
Mstep: Class 35 contains 6319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233856.000000 Penalty: 122937.960938
Iteration 73Q: 36 clusters Score -1.022339e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 16171 members 
Mstep: Class 4 contains 26720 members 
Mstep: Class 5 contains 3058 members 
Mstep: Class 6 contains 223456 members 
Mstep: Class 7 contains 187041 members 
Mstep: Class 8 contains 208206 members 
Mstep: Class 9 contains 5778 members 
Mstep: Class 10 contains 34979 members 
Mstep: Class 11 contains 18543 members 
Mstep: Class 12 contains 13916 members 
Mstep: Class 13 contains 7079 members 
Mstep: Class 14 contains 51446 members 
Mstep: Class 15 contains 4610 members 
Mstep: Class 16 contains 2559 members 
Mstep: Class 17 contains 11792 members 
Mstep: Class 18 contains 7242 members 
Mstep: Class 19 contains 156746 members 
Mstep: Class 20 contains 1860 members 
Mstep: Class 21 contains 37099 members 
Mstep: Class 22 contains 2257 members 
Mstep: Class 23 contains 252261 members 
Mstep: Class 24 contains 14936 members 
Mstep: Class 25 contains 2960 members 
Mstep: Class 26 contains 3717 members 
Mstep: Class 27 contains 19259 members 
Mstep: Class 28 contains 4771 members 
Mstep: Class 29 contains 5963 members 
Mstep: Class 30 contains 3404 members 
Mstep: Class 31 contains 35277 members 
Mstep: Class 32 contains 4626 members 
Mstep: Class 33 contains 4538 members 
Mstep: Class 34 contains 11420 members 
Mstep: Class 35 contains 6273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233864.000000 Penalty: 122937.960938
Iteration 74Q: 36 clusters Score -1.022339e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 16078 members 
Mstep: Class 4 contains 26725 members 
Mstep: Class 5 contains 3055 members 
Mstep: Class 6 contains 223478 members 
Mstep: Class 7 contains 187018 members 
Mstep: Class 8 contains 208172 members 
Mstep: Class 9 contains 5759 members 
Mstep: Class 10 contains 34965 members 
Mstep: Class 11 contains 18496 members 
Mstep: Class 12 contains 13963 members 
Mstep: Class 13 contains 7058 members 
Mstep: Class 14 contains 51418 members 
Mstep: Class 15 contains 4610 members 
Mstep: Class 16 contains 2559 members 
Mstep: Class 17 contains 11794 members 
Mstep: Class 18 contains 7249 members 
Mstep: Class 19 contains 156746 members 
Mstep: Class 20 contains 1890 members 
Mstep: Class 21 contains 37276 members 
Mstep: Class 22 contains 2272 members 
Mstep: Class 23 contains 252196 members 
Mstep: Class 24 contains 14932 members 
Mstep: Class 25 contains 2966 members 
Mstep: Class 26 contains 3718 members 
Mstep: Class 27 contains 19169 members 
Mstep: Class 28 contains 4875 members 
Mstep: Class 29 contains 5965 members 
Mstep: Class 30 contains 3406 members 
Mstep: Class 31 contains 35349 members 
Mstep: Class 32 contains 4632 members 
Mstep: Class 33 contains 4538 members 
Mstep: Class 34 contains 11407 members 
Mstep: Class 35 contains 6224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233992.000000 Penalty: 122937.960938
Iteration 75Q: 36 clusters Score -1.02234e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 15995 members 
Mstep: Class 4 contains 26728 members 
Mstep: Class 5 contains 3055 members 
Mstep: Class 6 contains 223502 members 
Mstep: Class 7 contains 186999 members 
Mstep: Class 8 contains 208119 members 
Mstep: Class 9 contains 5747 members 
Mstep: Class 10 contains 34958 members 
Mstep: Class 11 contains 18448 members 
Mstep: Class 12 contains 14009 members 
Mstep: Class 13 contains 7039 members 
Mstep: Class 14 contains 51386 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 2560 members 
Mstep: Class 17 contains 11794 members 
Mstep: Class 18 contains 7264 members 
Mstep: Class 19 contains 156741 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 37406 members 
Mstep: Class 22 contains 2303 members 
Mstep: Class 23 contains 252144 members 
Mstep: Class 24 contains 14940 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 3719 members 
Mstep: Class 27 contains 19122 members 
Mstep: Class 28 contains 4945 members 
Mstep: Class 29 contains 5967 members 
Mstep: Class 30 contains 3406 members 
Mstep: Class 31 contains 35411 members 
Mstep: Class 32 contains 4643 members 
Mstep: Class 33 contains 4542 members 
Mstep: Class 34 contains 11391 members 
Mstep: Class 35 contains 6171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234376.000000 Penalty: 122937.960938
Iteration 76Q: 36 clusters Score -1.022344e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 15921 members 
Mstep: Class 4 contains 26731 members 
Mstep: Class 5 contains 3052 members 
Mstep: Class 6 contains 223542 members 
Mstep: Class 7 contains 186983 members 
Mstep: Class 8 contains 208072 members 
Mstep: Class 9 contains 5726 members 
Mstep: Class 10 contains 34944 members 
Mstep: Class 11 contains 18402 members 
Mstep: Class 12 contains 14051 members 
Mstep: Class 13 contains 7023 members 
Mstep: Class 14 contains 51359 members 
Mstep: Class 15 contains 4632 members 
Mstep: Class 16 contains 2565 members 
Mstep: Class 17 contains 11793 members 
Mstep: Class 18 contains 7272 members 
Mstep: Class 19 contains 156736 members 
Mstep: Class 20 contains 1946 members 
Mstep: Class 21 contains 37503 members 
Mstep: Class 22 contains 2352 members 
Mstep: Class 23 contains 252100 members 
Mstep: Class 24 contains 14953 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 3722 members 
Mstep: Class 27 contains 19092 members 
Mstep: Class 28 contains 4981 members 
Mstep: Class 29 contains 5969 members 
Mstep: Class 30 contains 3416 members 
Mstep: Class 31 contains 35476 members 
Mstep: Class 32 contains 4652 members 
Mstep: Class 33 contains 4543 members 
Mstep: Class 34 contains 11380 members 
Mstep: Class 35 contains 6104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234536.000000 Penalty: 122937.960938
Iteration 77Q: 36 clusters Score -1.022345e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 15841 members 
Mstep: Class 4 contains 26734 members 
Mstep: Class 5 contains 3046 members 
Mstep: Class 6 contains 223580 members 
Mstep: Class 7 contains 186969 members 
Mstep: Class 8 contains 208008 members 
Mstep: Class 9 contains 5723 members 
Mstep: Class 10 contains 34915 members 
Mstep: Class 11 contains 18374 members 
Mstep: Class 12 contains 14075 members 
Mstep: Class 13 contains 7010 members 
Mstep: Class 14 contains 51341 members 
Mstep: Class 15 contains 4639 members 
Mstep: Class 16 contains 2573 members 
Mstep: Class 17 contains 11794 members 
Mstep: Class 18 contains 7281 members 
Mstep: Class 19 contains 156743 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 37599 members 
Mstep: Class 22 contains 2424 members 
Mstep: Class 23 contains 252055 members 
Mstep: Class 24 contains 14949 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 3727 members 
Mstep: Class 27 contains 19071 members 
Mstep: Class 28 contains 5018 members 
Mstep: Class 29 contains 5974 members 
Mstep: Class 30 contains 3425 members 
Mstep: Class 31 contains 35559 members 
Mstep: Class 32 contains 4650 members 
Mstep: Class 33 contains 4545 members 
Mstep: Class 34 contains 11354 members 
Mstep: Class 35 contains 6015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234872.000000 Penalty: 122937.960938
Iteration 78Q: 36 clusters Score -1.022349e+08 nChanged 927
Entering ConstructFrom: 
Score: -102234872.000000 Penalty: 122937.960938
Entering ConstructFrom: 
Trying to split cluster 1 (24019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Entering Unmasked Estep 
Score: -1769222.250000 Penalty: 2501.476807
	Iteration 0F: 2 clusters Score -1769222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1752539.625000 Penalty: 5002.953613
	Iteration 0F: 3 clusters Score -1752540 nChanged 10752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1758268.625000 Penalty: 5002.953613
	Iteration 1F: 3 clusters Score -1758269 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1758711.250000 Penalty: 5002.953613
	Iteration 2F: 3 clusters Score -1758711 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1759077.750000 Penalty: 5002.953613
	Iteration 3Q: 3 clusters Score -1759078 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1759491.375000 Penalty: 5002.953613
	Iteration 4Q: 3 clusters Score -1759491 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1760007.000000 Penalty: 5002.953613
	Iteration 5Q: 3 clusters Score -1760007 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1760712.125000 Penalty: 5002.953613
	Iteration 6F: 3 clusters Score -1760712 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1761583.875000 Penalty: 5002.953613
	Iteration 7F: 3 clusters Score -1761584 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1762688.250000 Penalty: 5002.953613
	Iteration 8F: 3 clusters Score -1762688 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1764023.625000 Penalty: 5002.953613
	Iteration 9F: 3 clusters Score -1764024 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1765337.500000 Penalty: 5002.953613
	Iteration 10F: 3 clusters Score -1765338 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1766472.375000 Penalty: 5002.953613
	Iteration 11Q: 3 clusters Score -1766472 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1767276.500000 Penalty: 5002.953613
	Iteration 12Q: 3 clusters Score -1767276 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1767763.625000 Penalty: 5002.953613
	Iteration 13Q: 3 clusters Score -1767764 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1767977.875000 Penalty: 5002.953613
	Iteration 14Q: 3 clusters Score -1767978 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1768087.125000 Penalty: 5002.953613
	Iteration 15Q: 3 clusters Score -1768087 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1768166.625000 Penalty: 5002.953613
	Iteration 16Q: 3 clusters Score -1768167 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1768235.375000 Penalty: 5002.953613
	Iteration 17Q: 3 clusters Score -1768235 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1768301.500000 Penalty: 5002.953613
	Iteration 18Q: 3 clusters Score -1768302 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1768369.375000 Penalty: 5002.953613
	Iteration 19Q: 3 clusters Score -1768369 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1768422.500000 Penalty: 5002.953613
	Iteration 20F: 3 clusters Score -1768422 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1768484.375000 Penalty: 5002.953613
	Iteration 21Q: 3 clusters Score -1768484 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1768574.875000 Penalty: 5002.953613
	Iteration 22Q: 3 clusters Score -1768575 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1768678.250000 Penalty: 5002.953613
	Iteration 23Q: 3 clusters Score -1768678 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1768803.125000 Penalty: 5002.953613
	Iteration 24Q: 3 clusters Score -1768803 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1768946.000000 Penalty: 5002.953613
	Iteration 25Q: 3 clusters Score -1768946 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1769088.625000 Penalty: 5002.953613
	Iteration 26Q: 3 clusters Score -1769089 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1769196.375000 Penalty: 5002.953613
	Iteration 27Q: 3 clusters Score -1769196 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1769286.250000 Penalty: 5002.953613
	Iteration 28Q: 3 clusters Score -1769286 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1769343.375000 Penalty: 5002.953613
	Iteration 29Q: 3 clusters Score -1769343 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1769372.625000 Penalty: 5002.953613
	Iteration 30Q: 3 clusters Score -1769373 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1769396.125000 Penalty: 5002.953613
	Iteration 31Q: 3 clusters Score -1769396 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1769418.750000 Penalty: 5002.953613
	Iteration 32Q: 3 clusters Score -1769419 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1769425.250000 Penalty: 5002.953613
	Iteration 33Q: 3 clusters Score -1769425 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1769441.500000 Penalty: 5002.953613
	Iteration 34Q: 3 clusters Score -1769442 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1769453.125000 Penalty: 5002.953613
	Iteration 35Q: 3 clusters Score -1769453 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1769458.000000 Penalty: 5002.953613
	Iteration 36Q: 3 clusters Score -1769458 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1769465.250000 Penalty: 5002.953613
	Iteration 37Q: 3 clusters Score -1769465 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1769475.250000 Penalty: 5002.953613
	Iteration 38Q: 3 clusters Score -1769475 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1769487.875000 Penalty: 5002.953613
	Iteration 39Q: 3 clusters Score -1769488 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1769492.375000 Penalty: 5002.953613
	Iteration 40F: 3 clusters Score -1769492 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1769488.875000 Penalty: 5002.953613
	Iteration 41Q: 3 clusters Score -1769489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1769496.875000 Penalty: 5002.953613
	Iteration 42Q: 3 clusters Score -1769497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1769494.250000 Penalty: 5002.953613
	Iteration 43Q: 3 clusters Score -1769494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1769497.750000 Penalty: 5002.953613
	Iteration 44Q: 3 clusters Score -1769498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1769497.375000 Penalty: 5002.953613
	Iteration 45Q: 3 clusters Score -1769497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1769500.375000 Penalty: 5002.953613
	Iteration 46Q: 3 clusters Score -1769500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1769495.250000 Penalty: 5002.953613
	Iteration 47Q: 3 clusters Score -1769495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1769497.125000 Penalty: 5002.953613
	Iteration 48Q: 3 clusters Score -1769497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1769497.000000 Penalty: 5002.953613
	Iteration 49Q: 3 clusters Score -1769497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1769498.500000 Penalty: 5002.953613
	Iteration 50Q: 3 clusters Score -1769498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1769502.000000 Penalty: 5002.953613
	Iteration 51Q: 3 clusters Score -1769502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1769504.500000 Penalty: 5002.953613
	Iteration 52Q: 3 clusters Score -1769504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1769500.875000 Penalty: 5002.953613
	Iteration 53Q: 3 clusters Score -1769501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1769501.375000 Penalty: 5002.953613
	Iteration 54Q: 3 clusters Score -1769501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1769504.000000 Penalty: 5002.953613
	Iteration 55Q: 3 clusters Score -1769504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1769502.375000 Penalty: 5002.953613
	Iteration 56Q: 3 clusters Score -1769502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1769505.625000 Penalty: 5002.953613
	Iteration 57Q: 3 clusters Score -1769506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1769504.000000 Penalty: 5002.953613
	Iteration 58Q: 3 clusters Score -1769504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1769502.125000 Penalty: 5002.953613
	Iteration 59Q: 3 clusters Score -1769502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1769508.250000 Penalty: 5002.953613
	Iteration 60F: 3 clusters Score -1769508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1769509.375000 Penalty: 5002.953613
	Iteration 61Q: 3 clusters Score -1769509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1769511.000000 Penalty: 5002.953613
	Iteration 62Q: 3 clusters Score -1769511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1769510.500000 Penalty: 5002.953613
	Iteration 63Q: 3 clusters Score -1769510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1769512.375000 Penalty: 5002.953613
	Iteration 64Q: 3 clusters Score -1769512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1769512.500000 Penalty: 5002.953613
	Iteration 65Q: 3 clusters Score -1769512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1769514.375000 Penalty: 5002.953613
	Iteration 66Q: 3 clusters Score -1769514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1769513.875000 Penalty: 5002.953613
	Iteration 67Q: 3 clusters Score -1769514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1769508.875000 Penalty: 5002.953613
	Iteration 68Q: 3 clusters Score -1769509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1769510.875000 Penalty: 5002.953613
	Iteration 69Q: 3 clusters Score -1769511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1769514.375000 Penalty: 5002.953613
	Iteration 70Q: 3 clusters Score -1769514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1769516.500000 Penalty: 5002.953613
	Iteration 71Q: 3 clusters Score -1769516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1769517.375000 Penalty: 5002.953613
	Iteration 72Q: 3 clusters Score -1769517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1769520.000000 Penalty: 5002.953613
	Iteration 73Q: 3 clusters Score -1769520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1769518.875000 Penalty: 5002.953613
	Iteration 74Q: 3 clusters Score -1769519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1769525.375000 Penalty: 5002.953613
	Iteration 75Q: 3 clusters Score -1769525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1769523.875000 Penalty: 5002.953613
	Iteration 76Q: 3 clusters Score -1769524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1769518.000000 Penalty: 5002.953613
	Iteration 77Q: 3 clusters Score -1769518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1769518.500000 Penalty: 5002.953613
	Iteration 78Q: 3 clusters Score -1769518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1769515.250000 Penalty: 5002.953613
	Iteration 79Q: 3 clusters Score -1769515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1769516.125000 Penalty: 5002.953613
	Iteration 80F: 3 clusters Score -1769516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1769517.125000 Penalty: 5002.953613
	Iteration 81Q: 3 clusters Score -1769517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1769514.000000 Penalty: 5002.953613
	Iteration 82Q: 3 clusters Score -1769514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1769513.500000 Penalty: 5002.953613
	Iteration 83Q: 3 clusters Score -1769514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1769513.875000 Penalty: 5002.953613
	Iteration 84Q: 3 clusters Score -1769514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1769513.625000 Penalty: 5002.953613
	Iteration 85Q: 3 clusters Score -1769514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1769516.000000 Penalty: 5002.953613
	Iteration 86Q: 3 clusters Score -1769516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1769516.000000 Penalty: 5002.953613
	Iteration 87Q: 3 clusters Score -1769516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1769516.500000 Penalty: 5002.953613
	Iteration 88Q: 3 clusters Score -1769516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1769516.125000 Penalty: 5002.953613
	Iteration 89Q: 3 clusters Score -1769516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1769516.125000 Penalty: 5002.953613
	Iteration 90Q: 3 clusters Score -1769516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1769516.375000 Penalty: 5002.953613
	Iteration 91Q: 3 clusters Score -1769516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1769515.250000 Penalty: 5002.953613
	Iteration 92Q: 3 clusters Score -1769515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1769521.375000 Penalty: 5002.953613
	Iteration 93Q: 3 clusters Score -1769521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1769521.625000 Penalty: 5002.953613
	Iteration 94Q: 3 clusters Score -1769522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1769522.125000 Penalty: 5002.953613
	Iteration 95Q: 3 clusters Score -1769522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1769519.375000 Penalty: 5002.953613
	Iteration 96Q: 3 clusters Score -1769519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1769521.375000 Penalty: 5002.953613
	Iteration 97Q: 3 clusters Score -1769521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1769519.250000 Penalty: 5002.953613
	Iteration 98Q: 3 clusters Score -1769519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1769522.125000 Penalty: 5002.953613
	Iteration 99Q: 3 clusters Score -1769522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1769522.125000 Penalty: 5002.953613
	Iteration 100F: 3 clusters Score -1769522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 15791 members 
Mstep: Class 4 contains 26733 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 223619 members 
Mstep: Class 7 contains 186973 members 
Mstep: Class 8 contains 207943 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 34891 members 
Mstep: Class 11 contains 18342 members 
Mstep: Class 12 contains 14097 members 
Mstep: Class 13 contains 6999 members 
Mstep: Class 14 contains 51322 members 
Mstep: Class 15 contains 4641 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 11796 members 
Mstep: Class 18 contains 7285 members 
Mstep: Class 19 contains 156739 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 37693 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 252016 members 
Mstep: Class 24 contains 14950 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 3735 members 
Mstep: Class 27 contains 19061 members 
Mstep: Class 28 contains 5043 members 
Mstep: Class 29 contains 5975 members 
Mstep: Class 30 contains 3428 members 
Mstep: Class 31 contains 35615 members 
Mstep: Class 32 contains 4662 members 
Mstep: Class 33 contains 4545 members 
Mstep: Class 34 contains 11340 members 
Mstep: Class 35 contains 5859 members 
Mstep: Class 36 contains 9126 members 
Entering Unmasked Estep 
Score: -102234112.000000 Penalty: 126450.476562
Splitting cluster 1 changes total score from -102234872.000000 to -102234112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Entering Unmasked Estep 
Score: -145814.921875 Penalty: 1886.260620
	Iteration 0F: 2 clusters Score -145814.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -143224.671875 Penalty: 3772.521240
	Iteration 0F: 3 clusters Score -143224.7 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -143682.281250 Penalty: 3772.521240
	Iteration 1F: 3 clusters Score -143682.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -143799.234375 Penalty: 3772.521240
	Iteration 2F: 3 clusters Score -143799.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -143862.515625 Penalty: 3772.521240
	Iteration 3Q: 3 clusters Score -143862.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -143926.687500 Penalty: 3772.521240
	Iteration 4Q: 3 clusters Score -143926.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -143981.875000 Penalty: 3772.521240
	Iteration 5Q: 3 clusters Score -143981.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -144016.406250 Penalty: 3772.521240
	Iteration 6Q: 3 clusters Score -144016.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -144046.437500 Penalty: 3772.521240
	Iteration 7Q: 3 clusters Score -144046.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -144076.109375 Penalty: 3772.521240
	Iteration 8Q: 3 clusters Score -144076.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -144107.218750 Penalty: 3772.521240
	Iteration 9Q: 3 clusters Score -144107.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -144131.937500 Penalty: 3772.521240
	Iteration 10Q: 3 clusters Score -144131.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -144153.281250 Penalty: 3772.521240
	Iteration 11Q: 3 clusters Score -144153.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -144176.734375 Penalty: 3772.521240
	Iteration 12Q: 3 clusters Score -144176.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -144197.640625 Penalty: 3772.521240
	Iteration 13Q: 3 clusters Score -144197.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -144209.843750 Penalty: 3772.521240
	Iteration 14Q: 3 clusters Score -144209.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -144224.218750 Penalty: 3772.521240
	Iteration 15Q: 3 clusters Score -144224.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -144237.390625 Penalty: 3772.521240
	Iteration 16Q: 3 clusters Score -144237.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -144251.109375 Penalty: 3772.521240
	Iteration 17Q: 3 clusters Score -144251.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -144260.328125 Penalty: 3772.521240
	Iteration 18Q: 3 clusters Score -144260.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -144264.875000 Penalty: 3772.521240
	Iteration 19Q: 3 clusters Score -144264.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -144270.781250 Penalty: 3772.521240
	Iteration 20F: 3 clusters Score -144270.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -144275.750000 Penalty: 3772.521240
	Iteration 21Q: 3 clusters Score -144275.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -144277.953125 Penalty: 3772.521240
	Iteration 22Q: 3 clusters Score -144278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -144279.015625 Penalty: 3772.521240
	Iteration 23Q: 3 clusters Score -144279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -144279.015625 Penalty: 3772.521240
	Iteration 24F: 3 clusters Score -144279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -1190091.500000 Penalty: 2397.464355
	Iteration 0F: 2 clusters Score -1190092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1178676.125000 Penalty: 4794.928711
	Iteration 0F: 3 clusters Score -1178676 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1182519.000000 Penalty: 4794.928711
	Iteration 1F: 3 clusters Score -1182519 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1183008.250000 Penalty: 4794.928711
	Iteration 2F: 3 clusters Score -1183008 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1183507.875000 Penalty: 4794.928711
	Iteration 3F: 3 clusters Score -1183508 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1184077.625000 Penalty: 4794.928711
	Iteration 4F: 3 clusters Score -1184078 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1184801.875000 Penalty: 4794.928711
	Iteration 5F: 3 clusters Score -1184802 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1185775.125000 Penalty: 4794.928711
	Iteration 6F: 3 clusters Score -1185775 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1187010.625000 Penalty: 4794.928711
	Iteration 7F: 3 clusters Score -1187011 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1188092.125000 Penalty: 4794.928711
	Iteration 8F: 3 clusters Score -1188092 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1188941.375000 Penalty: 4794.928711
	Iteration 9F: 3 clusters Score -1188941 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1189594.250000 Penalty: 4794.928711
	Iteration 10Q: 3 clusters Score -1189594 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1190086.750000 Penalty: 4794.928711
	Iteration 11Q: 3 clusters Score -1190087 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1190611.500000 Penalty: 4794.928711
	Iteration 12Q: 3 clusters Score -1190612 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1191182.250000 Penalty: 4794.928711
	Iteration 13Q: 3 clusters Score -1191182 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1191586.375000 Penalty: 4794.928711
	Iteration 14Q: 3 clusters Score -1191586 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1191828.750000 Penalty: 4794.928711
	Iteration 15Q: 3 clusters Score -1191829 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1191958.625000 Penalty: 4794.928711
	Iteration 16Q: 3 clusters Score -1191959 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1192040.125000 Penalty: 4794.928711
	Iteration 17Q: 3 clusters Score -1192040 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1192077.125000 Penalty: 4794.928711
	Iteration 18Q: 3 clusters Score -1192077 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1192109.250000 Penalty: 4794.928711
	Iteration 19Q: 3 clusters Score -1192109 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1192124.250000 Penalty: 4794.928711
	Iteration 20F: 3 clusters Score -1192124 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1192129.875000 Penalty: 4794.928711
	Iteration 21Q: 3 clusters Score -1192130 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1192140.500000 Penalty: 4794.928711
	Iteration 22Q: 3 clusters Score -1192140 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1192144.875000 Penalty: 4794.928711
	Iteration 23Q: 3 clusters Score -1192145 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1192158.875000 Penalty: 4794.928711
	Iteration 24Q: 3 clusters Score -1192159 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1192164.375000 Penalty: 4794.928711
	Iteration 25Q: 3 clusters Score -1192164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1192169.625000 Penalty: 4794.928711
	Iteration 26Q: 3 clusters Score -1192170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1192181.375000 Penalty: 4794.928711
	Iteration 27Q: 3 clusters Score -1192181 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1192189.625000 Penalty: 4794.928711
	Iteration 28Q: 3 clusters Score -1192190 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1192197.750000 Penalty: 4794.928711
	Iteration 29Q: 3 clusters Score -1192198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1192209.625000 Penalty: 4794.928711
	Iteration 30Q: 3 clusters Score -1192210 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1192229.625000 Penalty: 4794.928711
	Iteration 31Q: 3 clusters Score -1192230 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1192254.375000 Penalty: 4794.928711
	Iteration 32Q: 3 clusters Score -1192254 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1192287.250000 Penalty: 4794.928711
	Iteration 33Q: 3 clusters Score -1192287 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1192325.375000 Penalty: 4794.928711
	Iteration 34Q: 3 clusters Score -1192325 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1192363.250000 Penalty: 4794.928711
	Iteration 35Q: 3 clusters Score -1192363 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1192406.000000 Penalty: 4794.928711
	Iteration 36Q: 3 clusters Score -1192406 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1192452.500000 Penalty: 4794.928711
	Iteration 37Q: 3 clusters Score -1192452 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1192495.500000 Penalty: 4794.928711
	Iteration 38Q: 3 clusters Score -1192496 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1192547.000000 Penalty: 4794.928711
	Iteration 39Q: 3 clusters Score -1192547 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1192600.000000 Penalty: 4794.928711
	Iteration 40F: 3 clusters Score -1192600 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1192644.250000 Penalty: 4794.928711
	Iteration 41Q: 3 clusters Score -1192644 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1192693.125000 Penalty: 4794.928711
	Iteration 42Q: 3 clusters Score -1192693 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1192725.625000 Penalty: 4794.928711
	Iteration 43Q: 3 clusters Score -1192726 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1192749.500000 Penalty: 4794.928711
	Iteration 44Q: 3 clusters Score -1192750 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1192768.375000 Penalty: 4794.928711
	Iteration 45Q: 3 clusters Score -1192768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1192776.625000 Penalty: 4794.928711
	Iteration 46Q: 3 clusters Score -1192777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1192781.000000 Penalty: 4794.928711
	Iteration 47Q: 3 clusters Score -1192781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1192782.750000 Penalty: 4794.928711
	Iteration 48Q: 3 clusters Score -1192783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1192782.875000 Penalty: 4794.928711
	Iteration 49Q: 3 clusters Score -1192783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1192782.375000 Penalty: 4794.928711
	Iteration 50Q: 3 clusters Score -1192782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1192786.875000 Penalty: 4794.928711
	Iteration 51Q: 3 clusters Score -1192787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1192786.625000 Penalty: 4794.928711
	Iteration 52Q: 3 clusters Score -1192787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1192787.750000 Penalty: 4794.928711
	Iteration 53Q: 3 clusters Score -1192788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1192789.375000 Penalty: 4794.928711
	Iteration 54Q: 3 clusters Score -1192789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1192789.375000 Penalty: 4794.928711
	Iteration 55F: 3 clusters Score -1192789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 26733 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 223619 members 
Mstep: Class 7 contains 186973 members 
Mstep: Class 8 contains 207943 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 34891 members 
Mstep: Class 11 contains 18342 members 
Mstep: Class 12 contains 14097 members 
Mstep: Class 13 contains 6999 members 
Mstep: Class 14 contains 51322 members 
Mstep: Class 15 contains 4641 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 11796 members 
Mstep: Class 18 contains 7285 members 
Mstep: Class 19 contains 156739 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 37693 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 252016 members 
Mstep: Class 24 contains 14950 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 3735 members 
Mstep: Class 27 contains 19061 members 
Mstep: Class 28 contains 5043 members 
Mstep: Class 29 contains 5975 members 
Mstep: Class 30 contains 3428 members 
Mstep: Class 31 contains 35615 members 
Mstep: Class 32 contains 4662 members 
Mstep: Class 33 contains 4545 members 
Mstep: Class 34 contains 11340 members 
Mstep: Class 35 contains 5859 members 
Mstep: Class 36 contains 11399 members 
Entering Unmasked Estep 
Score: -102236592.000000 Penalty: 126450.476562
Splitting cluster 3 changes total score from -102234872.000000 to -102236592.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 4 (26733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Entering Unmasked Estep 
Score: -2000516.875000 Penalty: 2528.026123
	Iteration 0F: 2 clusters Score -2000517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1982169.875000 Penalty: 5056.052246
	Iteration 0F: 3 clusters Score -1982170 nChanged 11928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1988610.875000 Penalty: 5056.052246
	Iteration 1F: 3 clusters Score -1988611 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1989159.250000 Penalty: 5056.052246
	Iteration 2F: 3 clusters Score -1989159 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -1989723.500000 Penalty: 5056.052246
	Iteration 3Q: 3 clusters Score -1989724 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -1990498.375000 Penalty: 5056.052246
	Iteration 4Q: 3 clusters Score -1990498 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -1991518.125000 Penalty: 5056.052246
	Iteration 5F: 3 clusters Score -1991518 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -1992759.000000 Penalty: 5056.052246
	Iteration 6F: 3 clusters Score -1992759 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -1994122.125000 Penalty: 5056.052246
	Iteration 7F: 3 clusters Score -1994122 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -1995381.000000 Penalty: 5056.052246
	Iteration 8F: 3 clusters Score -1995381 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -1996438.250000 Penalty: 5056.052246
	Iteration 9Q: 3 clusters Score -1996438 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -1997155.375000 Penalty: 5056.052246
	Iteration 10Q: 3 clusters Score -1997155 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -1997614.125000 Penalty: 5056.052246
	Iteration 11Q: 3 clusters Score -1997614 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -1997880.250000 Penalty: 5056.052246
	Iteration 12Q: 3 clusters Score -1997880 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -1998040.250000 Penalty: 5056.052246
	Iteration 13Q: 3 clusters Score -1998040 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -1998134.125000 Penalty: 5056.052246
	Iteration 14Q: 3 clusters Score -1998134 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -1998189.375000 Penalty: 5056.052246
	Iteration 15Q: 3 clusters Score -1998189 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -1998222.625000 Penalty: 5056.052246
	Iteration 16Q: 3 clusters Score -1998223 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -1998255.000000 Penalty: 5056.052246
	Iteration 17Q: 3 clusters Score -1998255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -1998283.375000 Penalty: 5056.052246
	Iteration 18Q: 3 clusters Score -1998283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -1998301.625000 Penalty: 5056.052246
	Iteration 19Q: 3 clusters Score -1998302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -1998316.375000 Penalty: 5056.052246
	Iteration 20F: 3 clusters Score -1998316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -1998328.875000 Penalty: 5056.052246
	Iteration 21Q: 3 clusters Score -1998329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -1998336.125000 Penalty: 5056.052246
	Iteration 22Q: 3 clusters Score -1998336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -1998336.875000 Penalty: 5056.052246
	Iteration 23Q: 3 clusters Score -1998337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -1998344.375000 Penalty: 5056.052246
	Iteration 24Q: 3 clusters Score -1998344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -1998350.500000 Penalty: 5056.052246
	Iteration 25Q: 3 clusters Score -1998350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -1998349.250000 Penalty: 5056.052246
	Iteration 26Q: 3 clusters Score -1998349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -1998354.125000 Penalty: 5056.052246
	Iteration 27Q: 3 clusters Score -1998354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -1998357.250000 Penalty: 5056.052246
	Iteration 28Q: 3 clusters Score -1998357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -1998358.625000 Penalty: 5056.052246
	Iteration 29Q: 3 clusters Score -1998359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -1998359.625000 Penalty: 5056.052246
	Iteration 30Q: 3 clusters Score -1998360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -1998359.625000 Penalty: 5056.052246
	Iteration 31F: 3 clusters Score -1998360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Entering Unmasked Estep 
Score: -211312.843750 Penalty: 1989.108643
	Iteration 0F: 2 clusters Score -211312.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -208009.500000 Penalty: 3978.217285
	Iteration 0F: 3 clusters Score -208009.5 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -208735.156250 Penalty: 3978.217285
	Iteration 1F: 3 clusters Score -208735.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -208958.890625 Penalty: 3978.217285
	Iteration 2F: 3 clusters Score -208958.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -209194.906250 Penalty: 3978.217285
	Iteration 3F: 3 clusters Score -209194.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -209370.593750 Penalty: 3978.217285
	Iteration 4Q: 3 clusters Score -209370.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -209517.859375 Penalty: 3978.217285
	Iteration 5Q: 3 clusters Score -209517.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -209660.937500 Penalty: 3978.217285
	Iteration 6Q: 3 clusters Score -209660.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -209824.703125 Penalty: 3978.217285
	Iteration 7Q: 3 clusters Score -209824.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -210065.625000 Penalty: 3978.217285
	Iteration 8Q: 3 clusters Score -210065.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -210360.671875 Penalty: 3978.217285
	Iteration 9F: 3 clusters Score -210360.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -210729.796875 Penalty: 3978.217285
	Iteration 10F: 3 clusters Score -210729.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -211179.875000 Penalty: 3978.217285
	Iteration 11F: 3 clusters Score -211179.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -211415.218750 Penalty: 3978.217285
	Iteration 12Q: 3 clusters Score -211415.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -211493.765625 Penalty: 3978.217285
	Iteration 13Q: 3 clusters Score -211493.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -211520.000000 Penalty: 3978.217285
	Iteration 14Q: 3 clusters Score -211520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -211527.500000 Penalty: 3978.217285
	Iteration 15Q: 3 clusters Score -211527.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -211528.703125 Penalty: 3978.217285
	Iteration 16Q: 3 clusters Score -211528.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -211529.687500 Penalty: 3978.217285
	Iteration 17Q: 3 clusters Score -211529.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -211529.687500 Penalty: 3978.217285
	Iteration 18F: 3 clusters Score -211529.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 26733 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 223619 members 
Mstep: Class 7 contains 186973 members 
Mstep: Class 8 contains 207943 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 34891 members 
Mstep: Class 11 contains 18342 members 
Mstep: Class 12 contains 14097 members 
Mstep: Class 13 contains 6999 members 
Mstep: Class 14 contains 51322 members 
Mstep: Class 15 contains 4641 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 11796 members 
Mstep: Class 18 contains 7285 members 
Mstep: Class 19 contains 156739 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 37693 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 252016 members 
Mstep: Class 24 contains 14950 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 3735 members 
Mstep: Class 27 contains 19061 members 
Mstep: Class 28 contains 5043 members 
Mstep: Class 29 contains 5975 members 
Mstep: Class 30 contains 3428 members 
Mstep: Class 31 contains 35615 members 
Mstep: Class 32 contains 4662 members 
Mstep: Class 33 contains 4545 members 
Mstep: Class 34 contains 11340 members 
Mstep: Class 35 contains 5859 members 
Mstep: Class 36 contains 11399 members 
Mstep: Class 37 contains 1630 members 
Entering Unmasked Estep 
Score: -102235504.000000 Penalty: 129962.984375
Splitting cluster 5 changes total score from -102234872.000000 to -102235504.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 6 (223619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223619 members 
Entering Unmasked Estep 
Score: -17173886.000000 Penalty: 3054.789551
	Iteration 0F: 2 clusters Score -1.717389e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111773 members 
Mstep: Class 2 contains 111846 members 
Entering Unmasked Estep 
Score: -17023992.000000 Penalty: 6109.579102
	Iteration 0F: 3 clusters Score -1.702399e+07 nChanged 107728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110999 members 
Mstep: Class 2 contains 112620 members 
Entering Unmasked Estep 
Score: -17086928.000000 Penalty: 6109.579102
	Iteration 1F: 3 clusters Score -1.708693e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110285 members 
Mstep: Class 2 contains 113334 members 
Entering Unmasked Estep 
Score: -17087734.000000 Penalty: 6109.579102
	Iteration 2Q: 3 clusters Score -1.708773e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109189 members 
Mstep: Class 2 contains 114430 members 
Entering Unmasked Estep 
Score: -17088688.000000 Penalty: 6109.579102
	Iteration 3Q: 3 clusters Score -1.708869e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107583 members 
Mstep: Class 2 contains 116036 members 
Entering Unmasked Estep 
Score: -17089628.000000 Penalty: 6109.579102
	Iteration 4Q: 3 clusters Score -1.708963e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105142 members 
Mstep: Class 2 contains 118477 members 
Entering Unmasked Estep 
Score: -17090802.000000 Penalty: 6109.579102
	Iteration 5Q: 3 clusters Score -1.70908e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101438 members 
Mstep: Class 2 contains 122181 members 
Entering Unmasked Estep 
Score: -17092386.000000 Penalty: 6109.579102
	Iteration 6Q: 3 clusters Score -1.709239e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95969 members 
Mstep: Class 2 contains 127650 members 
Entering Unmasked Estep 
Score: -17094444.000000 Penalty: 6109.579102
	Iteration 7Q: 3 clusters Score -1.709444e+07 nChanged 9462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88023 members 
Mstep: Class 2 contains 135596 members 
Entering Unmasked Estep 
Score: -17098088.000000 Penalty: 6109.579102
	Iteration 8Q: 3 clusters Score -1.709809e+07 nChanged 12027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77038 members 
Mstep: Class 2 contains 146581 members 
Entering Unmasked Estep 
Score: -17104350.000000 Penalty: 6109.579102
	Iteration 9F: 3 clusters Score -1.710435e+07 nChanged 15456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62192 members 
Mstep: Class 2 contains 161427 members 
Entering Unmasked Estep 
Score: -17115042.000000 Penalty: 6109.579102
	Iteration 10F: 3 clusters Score -1.711504e+07 nChanged 18035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 179208 members 
Entering Unmasked Estep 
Score: -17130090.000000 Penalty: 6109.579102
	Iteration 11F: 3 clusters Score -1.713009e+07 nChanged 17584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 196720 members 
Entering Unmasked Estep 
Score: -17146376.000000 Penalty: 6109.579102
	Iteration 12F: 3 clusters Score -1.714638e+07 nChanged 13362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 210076 members 
Entering Unmasked Estep 
Score: -17159292.000000 Penalty: 6109.579102
	Iteration 13F: 3 clusters Score -1.715929e+07 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 217838 members 
Entering Unmasked Estep 
Score: -17166558.000000 Penalty: 6109.579102
	Iteration 14Q: 3 clusters Score -1.716656e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 221223 members 
Entering Unmasked Estep 
Score: -17169492.000000 Penalty: 6109.579102
	Iteration 15Q: 3 clusters Score -1.716949e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 222453 members 
Entering Unmasked Estep 
Score: -17170502.000000 Penalty: 6109.579102
	Iteration 16Q: 3 clusters Score -1.71705e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 222877 members 
Entering Unmasked Estep 
Score: -17170886.000000 Penalty: 6109.579102
	Iteration 17Q: 3 clusters Score -1.717089e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 223039 members 
Entering Unmasked Estep 
Score: -17171034.000000 Penalty: 6109.579102
	Iteration 18Q: 3 clusters Score -1.717103e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 223098 members 
Entering Unmasked Estep 
Score: -17171106.000000 Penalty: 6109.579102
	Iteration 19Q: 3 clusters Score -1.717111e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 223127 members 
Entering Unmasked Estep 
Score: -17171158.000000 Penalty: 6109.579102
	Iteration 20F: 3 clusters Score -1.717116e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 223143 members 
Entering Unmasked Estep 
Score: -17171182.000000 Penalty: 6109.579102
	Iteration 21Q: 3 clusters Score -1.717118e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 223163 members 
Entering Unmasked Estep 
Score: -17171206.000000 Penalty: 6109.579102
	Iteration 22Q: 3 clusters Score -1.717121e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 223173 members 
Entering Unmasked Estep 
Score: -17171232.000000 Penalty: 6109.579102
	Iteration 23Q: 3 clusters Score -1.717123e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 223177 members 
Entering Unmasked Estep 
Score: -17171256.000000 Penalty: 6109.579102
	Iteration 24Q: 3 clusters Score -1.717126e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 223188 members 
Entering Unmasked Estep 
Score: -17171258.000000 Penalty: 6109.579102
	Iteration 25Q: 3 clusters Score -1.717126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 223198 members 
Entering Unmasked Estep 
Score: -17171276.000000 Penalty: 6109.579102
	Iteration 26Q: 3 clusters Score -1.717128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 223203 members 
Entering Unmasked Estep 
Score: -17171278.000000 Penalty: 6109.579102
	Iteration 27Q: 3 clusters Score -1.717128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 223208 members 
Entering Unmasked Estep 
Score: -17171276.000000 Penalty: 6109.579102
	Iteration 28Q: 3 clusters Score -1.717128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 223214 members 
Entering Unmasked Estep 
Score: -17171268.000000 Penalty: 6109.579102
	Iteration 29Q: 3 clusters Score -1.717127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 223213 members 
Entering Unmasked Estep 
Score: -17171276.000000 Penalty: 6109.579102
	Iteration 30Q: 3 clusters Score -1.717128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 223214 members 
Entering Unmasked Estep 
Score: -17171274.000000 Penalty: 6109.579102
	Iteration 31Q: 3 clusters Score -1.717127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 223214 members 
Entering Unmasked Estep 
Score: -17171274.000000 Penalty: 6109.579102
	Iteration 32F: 3 clusters Score -1.717127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (186973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186973 members 
Entering Unmasked Estep 
Score: -14090800.000000 Penalty: 3010.402344
	Iteration 0F: 2 clusters Score -1.40908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92860 members 
Mstep: Class 2 contains 94113 members 
Entering Unmasked Estep 
Score: -13965418.000000 Penalty: 6020.804688
	Iteration 0F: 3 clusters Score -1.396542e+07 nChanged 89973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80823 members 
Mstep: Class 2 contains 106150 members 
Entering Unmasked Estep 
Score: -14020445.000000 Penalty: 6020.804688
	Iteration 1F: 3 clusters Score -1.402044e+07 nChanged 8905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73652 members 
Mstep: Class 2 contains 113321 members 
Entering Unmasked Estep 
Score: -14024604.000000 Penalty: 6020.804688
	Iteration 2Q: 3 clusters Score -1.40246e+07 nChanged 11100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63584 members 
Mstep: Class 2 contains 123389 members 
Entering Unmasked Estep 
Score: -14031603.000000 Penalty: 6020.804688
	Iteration 3F: 3 clusters Score -1.40316e+07 nChanged 13795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 136504 members 
Entering Unmasked Estep 
Score: -14042361.000000 Penalty: 6020.804688
	Iteration 4F: 3 clusters Score -1.404236e+07 nChanged 15233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 151389 members 
Entering Unmasked Estep 
Score: -14055893.000000 Penalty: 6020.804688
	Iteration 5F: 3 clusters Score -1.405589e+07 nChanged 14014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 165289 members 
Entering Unmasked Estep 
Score: -14069091.000000 Penalty: 6020.804688
	Iteration 6F: 3 clusters Score -1.406909e+07 nChanged 10296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 175553 members 
Entering Unmasked Estep 
Score: -14078703.000000 Penalty: 6020.804688
	Iteration 7F: 3 clusters Score -1.40787e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 181705 members 
Entering Unmasked Estep 
Score: -14084168.000000 Penalty: 6020.804688
	Iteration 8Q: 3 clusters Score -1.408417e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 184624 members 
Entering Unmasked Estep 
Score: -14086484.000000 Penalty: 6020.804688
	Iteration 9Q: 3 clusters Score -1.408648e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 185809 members 
Entering Unmasked Estep 
Score: -14087400.000000 Penalty: 6020.804688
	Iteration 10Q: 3 clusters Score -1.40874e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 186267 members 
Entering Unmasked Estep 
Score: -14087783.000000 Penalty: 6020.804688
	Iteration 11Q: 3 clusters Score -1.408778e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 186433 members 
Entering Unmasked Estep 
Score: -14087955.000000 Penalty: 6020.804688
	Iteration 12Q: 3 clusters Score -1.408796e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 186503 members 
Entering Unmasked Estep 
Score: -14088050.000000 Penalty: 6020.804688
	Iteration 13Q: 3 clusters Score -1.408805e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 186529 members 
Entering Unmasked Estep 
Score: -14088093.000000 Penalty: 6020.804688
	Iteration 14Q: 3 clusters Score -1.408809e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 186547 members 
Entering Unmasked Estep 
Score: -14088116.000000 Penalty: 6020.804688
	Iteration 15Q: 3 clusters Score -1.408812e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 186560 members 
Entering Unmasked Estep 
Score: -14088140.000000 Penalty: 6020.804688
	Iteration 16Q: 3 clusters Score -1.408814e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 186570 members 
Entering Unmasked Estep 
Score: -14088160.000000 Penalty: 6020.804688
	Iteration 17Q: 3 clusters Score -1.408816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 186582 members 
Entering Unmasked Estep 
Score: -14088187.000000 Penalty: 6020.804688
	Iteration 18Q: 3 clusters Score -1.408819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 186585 members 
Entering Unmasked Estep 
Score: -14088190.000000 Penalty: 6020.804688
	Iteration 19Q: 3 clusters Score -1.408819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 186589 members 
Entering Unmasked Estep 
Score: -14088192.000000 Penalty: 6020.804688
	Iteration 20F: 3 clusters Score -1.408819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 186590 members 
Entering Unmasked Estep 
Score: -14088191.000000 Penalty: 6020.804688
	Iteration 21Q: 3 clusters Score -1.408819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 186592 members 
Entering Unmasked Estep 
Score: -14088205.000000 Penalty: 6020.804688
	Iteration 22Q: 3 clusters Score -1.40882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 186596 members 
Entering Unmasked Estep 
Score: -14088205.000000 Penalty: 6020.804688
	Iteration 23Q: 3 clusters Score -1.40882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 186598 members 
Entering Unmasked Estep 
Score: -14088198.000000 Penalty: 6020.804688
	Iteration 24Q: 3 clusters Score -1.40882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 186599 members 
Entering Unmasked Estep 
Score: -14088205.000000 Penalty: 6020.804688
	Iteration 25Q: 3 clusters Score -1.40882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 186602 members 
Entering Unmasked Estep 
Score: -14088215.000000 Penalty: 6020.804688
	Iteration 26Q: 3 clusters Score -1.408822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 186606 members 
Entering Unmasked Estep 
Score: -14088216.000000 Penalty: 6020.804688
	Iteration 27Q: 3 clusters Score -1.408822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 186608 members 
Entering Unmasked Estep 
Score: -14088218.000000 Penalty: 6020.804688
	Iteration 28Q: 3 clusters Score -1.408822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 186607 members 
Entering Unmasked Estep 
Score: -14088228.000000 Penalty: 6020.804688
	Iteration 29Q: 3 clusters Score -1.408823e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 186607 members 
Entering Unmasked Estep 
Score: -14088228.000000 Penalty: 6020.804688
	Iteration 30F: 3 clusters Score -1.408823e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (207943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207943 members 
Entering Unmasked Estep 
Score: -15547542.000000 Penalty: 3036.764648
	Iteration 0F: 2 clusters Score -1.554754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104216 members 
Mstep: Class 2 contains 103727 members 
Entering Unmasked Estep 
Score: -15408056.000000 Penalty: 6073.529297
	Iteration 0F: 3 clusters Score -1.540806e+07 nChanged 99996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110364 members 
Mstep: Class 2 contains 97579 members 
Entering Unmasked Estep 
Score: -15467682.000000 Penalty: 6073.529297
	Iteration 1F: 3 clusters Score -1.546768e+07 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114939 members 
Mstep: Class 2 contains 93004 members 
Entering Unmasked Estep 
Score: -15470564.000000 Penalty: 6073.529297
	Iteration 2Q: 3 clusters Score -1.547056e+07 nChanged 10514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122007 members 
Mstep: Class 2 contains 85936 members 
Entering Unmasked Estep 
Score: -15475576.000000 Penalty: 6073.529297
	Iteration 3F: 3 clusters Score -1.547558e+07 nChanged 13898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132091 members 
Mstep: Class 2 contains 75852 members 
Entering Unmasked Estep 
Score: -15483816.000000 Penalty: 6073.529297
	Iteration 4F: 3 clusters Score -1.548382e+07 nChanged 15917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144402 members 
Mstep: Class 2 contains 63541 members 
Entering Unmasked Estep 
Score: -15494552.000000 Penalty: 6073.529297
	Iteration 5F: 3 clusters Score -1.549455e+07 nChanged 15333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157019 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -15505112.000000 Penalty: 6073.529297
	Iteration 6F: 3 clusters Score -1.550511e+07 nChanged 13258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168891 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -15514007.000000 Penalty: 6073.529297
	Iteration 7F: 3 clusters Score -1.551401e+07 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179628 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -15521777.000000 Penalty: 6073.529297
	Iteration 8F: 3 clusters Score -1.552178e+07 nChanged 9496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189092 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -15529168.000000 Penalty: 6073.529297
	Iteration 9Q: 3 clusters Score -1.552917e+07 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196825 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -15535740.000000 Penalty: 6073.529297
	Iteration 10Q: 3 clusters Score -1.553574e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202158 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -15540400.000000 Penalty: 6073.529297
	Iteration 11Q: 3 clusters Score -1.55404e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205116 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -15542919.000000 Penalty: 6073.529297
	Iteration 12Q: 3 clusters Score -1.554292e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206438 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -15543951.000000 Penalty: 6073.529297
	Iteration 13Q: 3 clusters Score -1.554395e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206970 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -15544448.000000 Penalty: 6073.529297
	Iteration 14Q: 3 clusters Score -1.554445e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207198 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -15544664.000000 Penalty: 6073.529297
	Iteration 15Q: 3 clusters Score -1.554466e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207302 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -15544780.000000 Penalty: 6073.529297
	Iteration 16Q: 3 clusters Score -1.554478e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207346 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -15544832.000000 Penalty: 6073.529297
	Iteration 17Q: 3 clusters Score -1.554483e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207370 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -15544871.000000 Penalty: 6073.529297
	Iteration 18Q: 3 clusters Score -1.554487e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207382 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -15544877.000000 Penalty: 6073.529297
	Iteration 19Q: 3 clusters Score -1.554488e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207392 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -15544898.000000 Penalty: 6073.529297
	Iteration 20F: 3 clusters Score -1.55449e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207398 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -15544899.000000 Penalty: 6073.529297
	Iteration 21Q: 3 clusters Score -1.55449e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207406 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -15544908.000000 Penalty: 6073.529297
	Iteration 22Q: 3 clusters Score -1.554491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207411 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -15544910.000000 Penalty: 6073.529297
	Iteration 23Q: 3 clusters Score -1.554491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207418 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -15544929.000000 Penalty: 6073.529297
	Iteration 24Q: 3 clusters Score -1.554493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207419 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -15544933.000000 Penalty: 6073.529297
	Iteration 25Q: 3 clusters Score -1.554493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207422 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -15544933.000000 Penalty: 6073.529297
	Iteration 26Q: 3 clusters Score -1.554493e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207427 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -15544929.000000 Penalty: 6073.529297
	Iteration 27Q: 3 clusters Score -1.554493e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207431 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -15544947.000000 Penalty: 6073.529297
	Iteration 28Q: 3 clusters Score -1.554495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207436 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -15544949.000000 Penalty: 6073.529297
	Iteration 29Q: 3 clusters Score -1.554495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207438 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -15544961.000000 Penalty: 6073.529297
	Iteration 30Q: 3 clusters Score -1.554496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207439 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -15544979.000000 Penalty: 6073.529297
	Iteration 31Q: 3 clusters Score -1.554498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207443 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -15544976.000000 Penalty: 6073.529297
	Iteration 32Q: 3 clusters Score -1.554498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207445 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -15544980.000000 Penalty: 6073.529297
	Iteration 33Q: 3 clusters Score -1.554498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207447 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -15544971.000000 Penalty: 6073.529297
	Iteration 34Q: 3 clusters Score -1.554497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207447 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -15544985.000000 Penalty: 6073.529297
	Iteration 35Q: 3 clusters Score -1.554498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207446 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -15544981.000000 Penalty: 6073.529297
	Iteration 36Q: 3 clusters Score -1.554498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207446 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -15544981.000000 Penalty: 6073.529297
	Iteration 37F: 3 clusters Score -1.554498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Entering Unmasked Estep 
Score: -339532.937500 Penalty: 2145.584229
	Iteration 0F: 2 clusters Score -339532.9 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 2826 members 
Entering Unmasked Estep 
Score: -334665.093750 Penalty: 4291.168457
	Iteration 0F: 3 clusters Score -334665.1 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -336322.312500 Penalty: 4291.168457
	Iteration 1F: 3 clusters Score -336322.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -336905.468750 Penalty: 4291.168457
	Iteration 2F: 3 clusters Score -336905.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -337336.093750 Penalty: 4291.168457
	Iteration 3F: 3 clusters Score -337336.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -337723.843750 Penalty: 4291.168457
	Iteration 4F: 3 clusters Score -337723.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -338055.968750 Penalty: 4291.168457
	Iteration 5F: 3 clusters Score -338056 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -338287.218750 Penalty: 4291.168457
	Iteration 6Q: 3 clusters Score -338287.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -338435.250000 Penalty: 4291.168457
	Iteration 7Q: 3 clusters Score -338435.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -338509.906250 Penalty: 4291.168457
	Iteration 8Q: 3 clusters Score -338509.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -338567.218750 Penalty: 4291.168457
	Iteration 9Q: 3 clusters Score -338567.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -338603.187500 Penalty: 4291.168457
	Iteration 10Q: 3 clusters Score -338603.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -338634.937500 Penalty: 4291.168457
	Iteration 11Q: 3 clusters Score -338634.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -338654.187500 Penalty: 4291.168457
	Iteration 12Q: 3 clusters Score -338654.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -338669.187500 Penalty: 4291.168457
	Iteration 13Q: 3 clusters Score -338669.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -338681.968750 Penalty: 4291.168457
	Iteration 14Q: 3 clusters Score -338682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -338692.875000 Penalty: 4291.168457
	Iteration 15Q: 3 clusters Score -338692.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -338700.875000 Penalty: 4291.168457
	Iteration 16Q: 3 clusters Score -338700.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -338709.875000 Penalty: 4291.168457
	Iteration 17Q: 3 clusters Score -338709.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -338716.437500 Penalty: 4291.168457
	Iteration 18Q: 3 clusters Score -338716.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -338719.343750 Penalty: 4291.168457
	Iteration 19Q: 3 clusters Score -338719.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -338723.750000 Penalty: 4291.168457
	Iteration 20F: 3 clusters Score -338723.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -338726.375000 Penalty: 4291.168457
	Iteration 21Q: 3 clusters Score -338726.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -338730.625000 Penalty: 4291.168457
	Iteration 22Q: 3 clusters Score -338730.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -338736.468750 Penalty: 4291.168457
	Iteration 23Q: 3 clusters Score -338736.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -338740.250000 Penalty: 4291.168457
	Iteration 24Q: 3 clusters Score -338740.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -338742.281250 Penalty: 4291.168457
	Iteration 25Q: 3 clusters Score -338742.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -338744.562500 Penalty: 4291.168457
	Iteration 26Q: 3 clusters Score -338744.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -338747.093750 Penalty: 4291.168457
	Iteration 27Q: 3 clusters Score -338747.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -338749.875000 Penalty: 4291.168457
	Iteration 28Q: 3 clusters Score -338749.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -338750.906250 Penalty: 4291.168457
	Iteration 29Q: 3 clusters Score -338750.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -338752.218750 Penalty: 4291.168457
	Iteration 30Q: 3 clusters Score -338752.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -338752.468750 Penalty: 4291.168457
	Iteration 31Q: 3 clusters Score -338752.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -338752.031250 Penalty: 4291.168457
	Iteration 32Q: 3 clusters Score -338752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -338753.968750 Penalty: 4291.168457
	Iteration 33Q: 3 clusters Score -338754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -338754.312500 Penalty: 4291.168457
	Iteration 34Q: 3 clusters Score -338754.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -338754.625000 Penalty: 4291.168457
	Iteration 35Q: 3 clusters Score -338754.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -338754.625000 Penalty: 4291.168457
	Iteration 36F: 3 clusters Score -338754.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -2760405.000000 Penalty: 2594.075928
	Iteration 0F: 2 clusters Score -2760405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2736669.250000 Penalty: 5188.151855
	Iteration 0F: 3 clusters Score -2736669 nChanged 15994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2745527.500000 Penalty: 5188.151855
	Iteration 1F: 3 clusters Score -2745528 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2746263.500000 Penalty: 5188.151855
	Iteration 2F: 3 clusters Score -2746264 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2747120.000000 Penalty: 5188.151855
	Iteration 3F: 3 clusters Score -2747120 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2748125.250000 Penalty: 5188.151855
	Iteration 4F: 3 clusters Score -2748125 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2749296.000000 Penalty: 5188.151855
	Iteration 5F: 3 clusters Score -2749296 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2750596.500000 Penalty: 5188.151855
	Iteration 6F: 3 clusters Score -2750596 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2751951.250000 Penalty: 5188.151855
	Iteration 7F: 3 clusters Score -2751951 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2753162.000000 Penalty: 5188.151855
	Iteration 8F: 3 clusters Score -2753162 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2754175.000000 Penalty: 5188.151855
	Iteration 9Q: 3 clusters Score -2754175 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2754976.500000 Penalty: 5188.151855
	Iteration 10Q: 3 clusters Score -2754976 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2755451.000000 Penalty: 5188.151855
	Iteration 11Q: 3 clusters Score -2755451 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2755735.000000 Penalty: 5188.151855
	Iteration 12Q: 3 clusters Score -2755735 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2755926.000000 Penalty: 5188.151855
	Iteration 13Q: 3 clusters Score -2755926 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2756122.000000 Penalty: 5188.151855
	Iteration 14Q: 3 clusters Score -2756122 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2756270.500000 Penalty: 5188.151855
	Iteration 15Q: 3 clusters Score -2756270 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2756416.500000 Penalty: 5188.151855
	Iteration 16Q: 3 clusters Score -2756416 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2756514.000000 Penalty: 5188.151855
	Iteration 17Q: 3 clusters Score -2756514 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2756587.500000 Penalty: 5188.151855
	Iteration 18Q: 3 clusters Score -2756588 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2756686.750000 Penalty: 5188.151855
	Iteration 19Q: 3 clusters Score -2756687 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2756755.000000 Penalty: 5188.151855
	Iteration 20F: 3 clusters Score -2756755 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2756819.000000 Penalty: 5188.151855
	Iteration 21Q: 3 clusters Score -2756819 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2756879.750000 Penalty: 5188.151855
	Iteration 22Q: 3 clusters Score -2756880 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2756947.500000 Penalty: 5188.151855
	Iteration 23Q: 3 clusters Score -2756948 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2757003.500000 Penalty: 5188.151855
	Iteration 24Q: 3 clusters Score -2757004 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2757075.000000 Penalty: 5188.151855
	Iteration 25Q: 3 clusters Score -2757075 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2757123.250000 Penalty: 5188.151855
	Iteration 26Q: 3 clusters Score -2757123 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2757176.500000 Penalty: 5188.151855
	Iteration 27Q: 3 clusters Score -2757176 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2757232.500000 Penalty: 5188.151855
	Iteration 28Q: 3 clusters Score -2757232 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2757277.750000 Penalty: 5188.151855
	Iteration 29Q: 3 clusters Score -2757278 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2757314.250000 Penalty: 5188.151855
	Iteration 30Q: 3 clusters Score -2757314 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2757345.500000 Penalty: 5188.151855
	Iteration 31Q: 3 clusters Score -2757346 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2757386.750000 Penalty: 5188.151855
	Iteration 32Q: 3 clusters Score -2757387 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2757426.000000 Penalty: 5188.151855
	Iteration 33Q: 3 clusters Score -2757426 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2757466.250000 Penalty: 5188.151855
	Iteration 34Q: 3 clusters Score -2757466 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2757511.000000 Penalty: 5188.151855
	Iteration 35Q: 3 clusters Score -2757511 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2757558.750000 Penalty: 5188.151855
	Iteration 36Q: 3 clusters Score -2757559 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2757618.750000 Penalty: 5188.151855
	Iteration 37Q: 3 clusters Score -2757619 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2757647.500000 Penalty: 5188.151855
	Iteration 38Q: 3 clusters Score -2757648 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2757688.500000 Penalty: 5188.151855
	Iteration 39Q: 3 clusters Score -2757688 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2757726.500000 Penalty: 5188.151855
	Iteration 40F: 3 clusters Score -2757726 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2757767.000000 Penalty: 5188.151855
	Iteration 41Q: 3 clusters Score -2757767 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2757807.250000 Penalty: 5188.151855
	Iteration 42Q: 3 clusters Score -2757807 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2757835.250000 Penalty: 5188.151855
	Iteration 43Q: 3 clusters Score -2757835 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2757854.500000 Penalty: 5188.151855
	Iteration 44Q: 3 clusters Score -2757854 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2757871.500000 Penalty: 5188.151855
	Iteration 45Q: 3 clusters Score -2757872 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2757889.250000 Penalty: 5188.151855
	Iteration 46Q: 3 clusters Score -2757889 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2757906.500000 Penalty: 5188.151855
	Iteration 47Q: 3 clusters Score -2757906 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2757929.250000 Penalty: 5188.151855
	Iteration 48Q: 3 clusters Score -2757929 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2757955.000000 Penalty: 5188.151855
	Iteration 49Q: 3 clusters Score -2757955 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2757967.500000 Penalty: 5188.151855
	Iteration 50Q: 3 clusters Score -2757968 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2757980.750000 Penalty: 5188.151855
	Iteration 51Q: 3 clusters Score -2757981 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2757992.000000 Penalty: 5188.151855
	Iteration 52Q: 3 clusters Score -2757992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2758005.500000 Penalty: 5188.151855
	Iteration 53Q: 3 clusters Score -2758006 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2758018.250000 Penalty: 5188.151855
	Iteration 54Q: 3 clusters Score -2758018 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2758033.250000 Penalty: 5188.151855
	Iteration 55Q: 3 clusters Score -2758033 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2758042.500000 Penalty: 5188.151855
	Iteration 56Q: 3 clusters Score -2758042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2758051.750000 Penalty: 5188.151855
	Iteration 57Q: 3 clusters Score -2758052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2758057.750000 Penalty: 5188.151855
	Iteration 58Q: 3 clusters Score -2758058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2758064.250000 Penalty: 5188.151855
	Iteration 59Q: 3 clusters Score -2758064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2758070.500000 Penalty: 5188.151855
	Iteration 60F: 3 clusters Score -2758070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2758076.000000 Penalty: 5188.151855
	Iteration 61Q: 3 clusters Score -2758076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2758088.250000 Penalty: 5188.151855
	Iteration 62Q: 3 clusters Score -2758088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2758091.000000 Penalty: 5188.151855
	Iteration 63Q: 3 clusters Score -2758091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2758092.250000 Penalty: 5188.151855
	Iteration 64Q: 3 clusters Score -2758092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2758097.500000 Penalty: 5188.151855
	Iteration 65Q: 3 clusters Score -2758098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2758100.250000 Penalty: 5188.151855
	Iteration 66Q: 3 clusters Score -2758100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2758109.750000 Penalty: 5188.151855
	Iteration 67Q: 3 clusters Score -2758110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2758116.000000 Penalty: 5188.151855
	Iteration 68Q: 3 clusters Score -2758116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2758122.250000 Penalty: 5188.151855
	Iteration 69Q: 3 clusters Score -2758122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2758124.250000 Penalty: 5188.151855
	Iteration 70Q: 3 clusters Score -2758124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2758121.750000 Penalty: 5188.151855
	Iteration 71Q: 3 clusters Score -2758122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2758125.250000 Penalty: 5188.151855
	Iteration 72Q: 3 clusters Score -2758125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2758127.000000 Penalty: 5188.151855
	Iteration 73Q: 3 clusters Score -2758127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2758126.000000 Penalty: 5188.151855
	Iteration 74Q: 3 clusters Score -2758126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2758125.000000 Penalty: 5188.151855
	Iteration 75Q: 3 clusters Score -2758125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2758125.250000 Penalty: 5188.151855
	Iteration 76Q: 3 clusters Score -2758125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2758122.000000 Penalty: 5188.151855
	Iteration 77Q: 3 clusters Score -2758122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2758124.250000 Penalty: 5188.151855
	Iteration 78Q: 3 clusters Score -2758124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2758125.750000 Penalty: 5188.151855
	Iteration 79Q: 3 clusters Score -2758126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2758126.000000 Penalty: 5188.151855
	Iteration 80F: 3 clusters Score -2758126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2758132.250000 Penalty: 5188.151855
	Iteration 81Q: 3 clusters Score -2758132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2758132.000000 Penalty: 5188.151855
	Iteration 82Q: 3 clusters Score -2758132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2758130.500000 Penalty: 5188.151855
	Iteration 83Q: 3 clusters Score -2758130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2758134.250000 Penalty: 5188.151855
	Iteration 84Q: 3 clusters Score -2758134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2758136.500000 Penalty: 5188.151855
	Iteration 85Q: 3 clusters Score -2758136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2758138.250000 Penalty: 5188.151855
	Iteration 86Q: 3 clusters Score -2758138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2758142.500000 Penalty: 5188.151855
	Iteration 87Q: 3 clusters Score -2758142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2758146.500000 Penalty: 5188.151855
	Iteration 88Q: 3 clusters Score -2758146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2758151.000000 Penalty: 5188.151855
	Iteration 89Q: 3 clusters Score -2758151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2758152.250000 Penalty: 5188.151855
	Iteration 90Q: 3 clusters Score -2758152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2758153.750000 Penalty: 5188.151855
	Iteration 91Q: 3 clusters Score -2758154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2758152.250000 Penalty: 5188.151855
	Iteration 92Q: 3 clusters Score -2758152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2758152.250000 Penalty: 5188.151855
	Iteration 93Q: 3 clusters Score -2758152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2758151.250000 Penalty: 5188.151855
	Iteration 94Q: 3 clusters Score -2758151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2758154.500000 Penalty: 5188.151855
	Iteration 95Q: 3 clusters Score -2758154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2758154.500000 Penalty: 5188.151855
	Iteration 96F: 3 clusters Score -2758154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Entering Unmasked Estep 
Score: -1315045.625000 Penalty: 2434.603271
	Iteration 0F: 2 clusters Score -1315046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1302060.750000 Penalty: 4869.206543
	Iteration 0F: 3 clusters Score -1302061 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1306467.250000 Penalty: 4869.206543
	Iteration 1F: 3 clusters Score -1306467 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1307247.000000 Penalty: 4869.206543
	Iteration 2F: 3 clusters Score -1307247 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1308528.250000 Penalty: 4869.206543
	Iteration 3F: 3 clusters Score -1308528 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1310249.000000 Penalty: 4869.206543
	Iteration 4F: 3 clusters Score -1310249 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1311507.125000 Penalty: 4869.206543
	Iteration 5F: 3 clusters Score -1311507 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1312470.375000 Penalty: 4869.206543
	Iteration 6F: 3 clusters Score -1312470 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1313173.250000 Penalty: 4869.206543
	Iteration 7F: 3 clusters Score -1313173 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1313658.375000 Penalty: 4869.206543
	Iteration 8Q: 3 clusters Score -1313658 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1314026.500000 Penalty: 4869.206543
	Iteration 9Q: 3 clusters Score -1314026 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1314271.125000 Penalty: 4869.206543
	Iteration 10Q: 3 clusters Score -1314271 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1314443.250000 Penalty: 4869.206543
	Iteration 11Q: 3 clusters Score -1314443 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1314568.250000 Penalty: 4869.206543
	Iteration 12Q: 3 clusters Score -1314568 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1314673.125000 Penalty: 4869.206543
	Iteration 13Q: 3 clusters Score -1314673 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1314756.250000 Penalty: 4869.206543
	Iteration 14Q: 3 clusters Score -1314756 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1314812.125000 Penalty: 4869.206543
	Iteration 15Q: 3 clusters Score -1314812 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1314867.500000 Penalty: 4869.206543
	Iteration 16Q: 3 clusters Score -1314868 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1314911.625000 Penalty: 4869.206543
	Iteration 17Q: 3 clusters Score -1314912 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1314947.500000 Penalty: 4869.206543
	Iteration 18Q: 3 clusters Score -1314948 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1314984.750000 Penalty: 4869.206543
	Iteration 19Q: 3 clusters Score -1314985 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1315016.750000 Penalty: 4869.206543
	Iteration 20F: 3 clusters Score -1315017 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1315055.375000 Penalty: 4869.206543
	Iteration 21Q: 3 clusters Score -1315055 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1315086.000000 Penalty: 4869.206543
	Iteration 22Q: 3 clusters Score -1315086 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1315112.000000 Penalty: 4869.206543
	Iteration 23Q: 3 clusters Score -1315112 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1315137.625000 Penalty: 4869.206543
	Iteration 24Q: 3 clusters Score -1315138 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1315165.250000 Penalty: 4869.206543
	Iteration 25Q: 3 clusters Score -1315165 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1315192.625000 Penalty: 4869.206543
	Iteration 26Q: 3 clusters Score -1315193 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1315225.500000 Penalty: 4869.206543
	Iteration 27Q: 3 clusters Score -1315226 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1315268.500000 Penalty: 4869.206543
	Iteration 28Q: 3 clusters Score -1315268 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1315326.625000 Penalty: 4869.206543
	Iteration 29Q: 3 clusters Score -1315327 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1315378.875000 Penalty: 4869.206543
	Iteration 30Q: 3 clusters Score -1315379 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1315444.375000 Penalty: 4869.206543
	Iteration 31Q: 3 clusters Score -1315444 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1315520.625000 Penalty: 4869.206543
	Iteration 32Q: 3 clusters Score -1315521 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1315607.250000 Penalty: 4869.206543
	Iteration 33Q: 3 clusters Score -1315607 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1315693.625000 Penalty: 4869.206543
	Iteration 34Q: 3 clusters Score -1315694 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1315779.125000 Penalty: 4869.206543
	Iteration 35Q: 3 clusters Score -1315779 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1315869.375000 Penalty: 4869.206543
	Iteration 36Q: 3 clusters Score -1315869 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1315972.250000 Penalty: 4869.206543
	Iteration 37Q: 3 clusters Score -1315972 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1316040.375000 Penalty: 4869.206543
	Iteration 38Q: 3 clusters Score -1316040 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1316097.375000 Penalty: 4869.206543
	Iteration 39Q: 3 clusters Score -1316097 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1316148.625000 Penalty: 4869.206543
	Iteration 40F: 3 clusters Score -1316149 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1316193.750000 Penalty: 4869.206543
	Iteration 41Q: 3 clusters Score -1316194 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1316240.250000 Penalty: 4869.206543
	Iteration 42Q: 3 clusters Score -1316240 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1316271.250000 Penalty: 4869.206543
	Iteration 43Q: 3 clusters Score -1316271 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1316301.625000 Penalty: 4869.206543
	Iteration 44Q: 3 clusters Score -1316302 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1316330.375000 Penalty: 4869.206543
	Iteration 45Q: 3 clusters Score -1316330 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1316367.500000 Penalty: 4869.206543
	Iteration 46Q: 3 clusters Score -1316368 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1316401.500000 Penalty: 4869.206543
	Iteration 47Q: 3 clusters Score -1316402 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1316435.375000 Penalty: 4869.206543
	Iteration 48Q: 3 clusters Score -1316435 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1316454.375000 Penalty: 4869.206543
	Iteration 49Q: 3 clusters Score -1316454 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -1316471.375000 Penalty: 4869.206543
	Iteration 50Q: 3 clusters Score -1316471 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1316488.375000 Penalty: 4869.206543
	Iteration 51Q: 3 clusters Score -1316488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1316497.375000 Penalty: 4869.206543
	Iteration 52Q: 3 clusters Score -1316497 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1316503.125000 Penalty: 4869.206543
	Iteration 53Q: 3 clusters Score -1316503 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1316513.875000 Penalty: 4869.206543
	Iteration 54Q: 3 clusters Score -1316514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1316518.250000 Penalty: 4869.206543
	Iteration 55Q: 3 clusters Score -1316518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1316528.750000 Penalty: 4869.206543
	Iteration 56Q: 3 clusters Score -1316529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1316531.750000 Penalty: 4869.206543
	Iteration 57Q: 3 clusters Score -1316532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1316535.000000 Penalty: 4869.206543
	Iteration 58Q: 3 clusters Score -1316535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1316538.875000 Penalty: 4869.206543
	Iteration 59Q: 3 clusters Score -1316539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1316539.750000 Penalty: 4869.206543
	Iteration 60F: 3 clusters Score -1316540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1316544.750000 Penalty: 4869.206543
	Iteration 61Q: 3 clusters Score -1316545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1316547.750000 Penalty: 4869.206543
	Iteration 62Q: 3 clusters Score -1316548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1316552.625000 Penalty: 4869.206543
	Iteration 63Q: 3 clusters Score -1316553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -1316549.750000 Penalty: 4869.206543
	Iteration 64Q: 3 clusters Score -1316550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1316553.500000 Penalty: 4869.206543
	Iteration 65Q: 3 clusters Score -1316554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1316563.125000 Penalty: 4869.206543
	Iteration 66Q: 3 clusters Score -1316563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1316568.375000 Penalty: 4869.206543
	Iteration 67Q: 3 clusters Score -1316568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1316574.625000 Penalty: 4869.206543
	Iteration 68Q: 3 clusters Score -1316575 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1316587.750000 Penalty: 4869.206543
	Iteration 69Q: 3 clusters Score -1316588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1316595.875000 Penalty: 4869.206543
	Iteration 70Q: 3 clusters Score -1316596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1316602.875000 Penalty: 4869.206543
	Iteration 71Q: 3 clusters Score -1316603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1316619.375000 Penalty: 4869.206543
	Iteration 72Q: 3 clusters Score -1316619 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1316637.750000 Penalty: 4869.206543
	Iteration 73Q: 3 clusters Score -1316638 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -1316653.625000 Penalty: 4869.206543
	Iteration 74Q: 3 clusters Score -1316654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1316669.625000 Penalty: 4869.206543
	Iteration 75Q: 3 clusters Score -1316670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1316689.250000 Penalty: 4869.206543
	Iteration 76Q: 3 clusters Score -1316689 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1316715.875000 Penalty: 4869.206543
	Iteration 77Q: 3 clusters Score -1316716 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -1316749.375000 Penalty: 4869.206543
	Iteration 78Q: 3 clusters Score -1316749 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -1316776.125000 Penalty: 4869.206543
	Iteration 79Q: 3 clusters Score -1316776 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -1316831.375000 Penalty: 4869.206543
	Iteration 80F: 3 clusters Score -1316831 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -1316911.500000 Penalty: 4869.206543
	Iteration 81Q: 3 clusters Score -1316912 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1317105.500000 Penalty: 4869.206543
	Iteration 82Q: 3 clusters Score -1317106 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -1317275.875000 Penalty: 4869.206543
	Iteration 83Q: 3 clusters Score -1317276 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -1317319.500000 Penalty: 4869.206543
	Iteration 84Q: 3 clusters Score -1317320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -1317324.375000 Penalty: 4869.206543
	Iteration 85Q: 3 clusters Score -1317324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -1317325.000000 Penalty: 4869.206543
	Iteration 86Q: 3 clusters Score -1317325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -1317326.750000 Penalty: 4869.206543
	Iteration 87Q: 3 clusters Score -1317327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -1317326.750000 Penalty: 4869.206543
	Iteration 88F: 3 clusters Score -1317327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 26733 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 223619 members 
Mstep: Class 7 contains 186973 members 
Mstep: Class 8 contains 207943 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 34891 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 14097 members 
Mstep: Class 13 contains 6999 members 
Mstep: Class 14 contains 51322 members 
Mstep: Class 15 contains 4641 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 11796 members 
Mstep: Class 18 contains 7285 members 
Mstep: Class 19 contains 156739 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 37693 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 252016 members 
Mstep: Class 24 contains 14950 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 3735 members 
Mstep: Class 27 contains 19061 members 
Mstep: Class 28 contains 5043 members 
Mstep: Class 29 contains 5975 members 
Mstep: Class 30 contains 3428 members 
Mstep: Class 31 contains 35615 members 
Mstep: Class 32 contains 4662 members 
Mstep: Class 33 contains 4545 members 
Mstep: Class 34 contains 11340 members 
Mstep: Class 35 contains 5859 members 
Mstep: Class 36 contains 11399 members 
Mstep: Class 37 contains 1630 members 
Mstep: Class 38 contains 15989 members 
Entering Unmasked Estep 
Score: -102236744.000000 Penalty: 133475.500000
Splitting cluster 11 changes total score from -102234872.000000 to -102236744.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 12 (14097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Entering Unmasked Estep 
Score: -1038496.875000 Penalty: 2369.322021
	Iteration 0F: 2 clusters Score -1038497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1028201.375000 Penalty: 4738.644043
	Iteration 0F: 3 clusters Score -1028201 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1031412.625000 Penalty: 4738.644043
	Iteration 1F: 3 clusters Score -1031413 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1031788.875000 Penalty: 4738.644043
	Iteration 2F: 3 clusters Score -1031789 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1032101.375000 Penalty: 4738.644043
	Iteration 3F: 3 clusters Score -1032101 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1032394.125000 Penalty: 4738.644043
	Iteration 4Q: 3 clusters Score -1032394 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1032669.250000 Penalty: 4738.644043
	Iteration 5Q: 3 clusters Score -1032669 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1033002.437500 Penalty: 4738.644043
	Iteration 6Q: 3 clusters Score -1033002 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1033382.312500 Penalty: 4738.644043
	Iteration 7Q: 3 clusters Score -1033382 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1033796.687500 Penalty: 4738.644043
	Iteration 8Q: 3 clusters Score -1033797 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1034198.562500 Penalty: 4738.644043
	Iteration 9Q: 3 clusters Score -1034199 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1034603.437500 Penalty: 4738.644043
	Iteration 10Q: 3 clusters Score -1034603 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1034983.625000 Penalty: 4738.644043
	Iteration 11Q: 3 clusters Score -1034984 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1035321.375000 Penalty: 4738.644043
	Iteration 12Q: 3 clusters Score -1035321 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1035568.187500 Penalty: 4738.644043
	Iteration 13Q: 3 clusters Score -1035568 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1035764.187500 Penalty: 4738.644043
	Iteration 14Q: 3 clusters Score -1035764 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1035933.562500 Penalty: 4738.644043
	Iteration 15Q: 3 clusters Score -1035934 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1036058.437500 Penalty: 4738.644043
	Iteration 16Q: 3 clusters Score -1036058 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1036168.750000 Penalty: 4738.644043
	Iteration 17Q: 3 clusters Score -1036169 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1036249.875000 Penalty: 4738.644043
	Iteration 18Q: 3 clusters Score -1036250 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1036314.375000 Penalty: 4738.644043
	Iteration 19Q: 3 clusters Score -1036314 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1036368.687500 Penalty: 4738.644043
	Iteration 20F: 3 clusters Score -1036369 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1036399.250000 Penalty: 4738.644043
	Iteration 21Q: 3 clusters Score -1036399 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1036429.000000 Penalty: 4738.644043
	Iteration 22Q: 3 clusters Score -1036429 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1036452.562500 Penalty: 4738.644043
	Iteration 23Q: 3 clusters Score -1036453 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1036468.937500 Penalty: 4738.644043
	Iteration 24Q: 3 clusters Score -1036469 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1036487.687500 Penalty: 4738.644043
	Iteration 25Q: 3 clusters Score -1036488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1036506.875000 Penalty: 4738.644043
	Iteration 26Q: 3 clusters Score -1036507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1036520.125000 Penalty: 4738.644043
	Iteration 27Q: 3 clusters Score -1036520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1036531.812500 Penalty: 4738.644043
	Iteration 28Q: 3 clusters Score -1036532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1036545.437500 Penalty: 4738.644043
	Iteration 29Q: 3 clusters Score -1036545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1036553.437500 Penalty: 4738.644043
	Iteration 30Q: 3 clusters Score -1036553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1036560.937500 Penalty: 4738.644043
	Iteration 31Q: 3 clusters Score -1036561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1036567.500000 Penalty: 4738.644043
	Iteration 32Q: 3 clusters Score -1036568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1036576.125000 Penalty: 4738.644043
	Iteration 33Q: 3 clusters Score -1036576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1036586.187500 Penalty: 4738.644043
	Iteration 34Q: 3 clusters Score -1036586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1036595.125000 Penalty: 4738.644043
	Iteration 35Q: 3 clusters Score -1036595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1036602.187500 Penalty: 4738.644043
	Iteration 36Q: 3 clusters Score -1036602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1036606.375000 Penalty: 4738.644043
	Iteration 37Q: 3 clusters Score -1036606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1036606.312500 Penalty: 4738.644043
	Iteration 38Q: 3 clusters Score -1036606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1036607.750000 Penalty: 4738.644043
	Iteration 39Q: 3 clusters Score -1036608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1036610.625000 Penalty: 4738.644043
	Iteration 40F: 3 clusters Score -1036611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1036611.687500 Penalty: 4738.644043
	Iteration 41Q: 3 clusters Score -1036612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1036613.312500 Penalty: 4738.644043
	Iteration 42Q: 3 clusters Score -1036613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1036615.500000 Penalty: 4738.644043
	Iteration 43Q: 3 clusters Score -1036616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1036614.562500 Penalty: 4738.644043
	Iteration 44Q: 3 clusters Score -1036615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1036616.125000 Penalty: 4738.644043
	Iteration 45Q: 3 clusters Score -1036616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1036615.625000 Penalty: 4738.644043
	Iteration 46Q: 3 clusters Score -1036616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1036615.750000 Penalty: 4738.644043
	Iteration 47Q: 3 clusters Score -1036616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1036617.000000 Penalty: 4738.644043
	Iteration 48Q: 3 clusters Score -1036617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1036617.250000 Penalty: 4738.644043
	Iteration 49Q: 3 clusters Score -1036617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1036618.937500 Penalty: 4738.644043
	Iteration 50Q: 3 clusters Score -1036619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1036618.000000 Penalty: 4738.644043
	Iteration 51Q: 3 clusters Score -1036618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1036618.000000 Penalty: 4738.644043
	Iteration 52F: 3 clusters Score -1036618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Entering Unmasked Estep 
Score: -488925.812500 Penalty: 2195.673584
	Iteration 0F: 2 clusters Score -488925.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -483148.343750 Penalty: 4391.347168
	Iteration 0F: 3 clusters Score -483148.3 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -484952.281250 Penalty: 4391.347168
	Iteration 1F: 3 clusters Score -484952.3 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -486026.250000 Penalty: 4391.347168
	Iteration 2F: 3 clusters Score -486026.2 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -487951.187500 Penalty: 4391.347168
	Iteration 3F: 3 clusters Score -487951.2 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -490217.906250 Penalty: 4391.347168
	Iteration 4F: 3 clusters Score -490217.9 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -491741.093750 Penalty: 4391.347168
	Iteration 5F: 3 clusters Score -491741.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -492484.531250 Penalty: 4391.347168
	Iteration 6F: 3 clusters Score -492484.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -492804.312500 Penalty: 4391.347168
	Iteration 7Q: 3 clusters Score -492804.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -493080.500000 Penalty: 4391.347168
	Iteration 8Q: 3 clusters Score -493080.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -493618.906250 Penalty: 4391.347168
	Iteration 9Q: 3 clusters Score -493618.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -494590.406250 Penalty: 4391.347168
	Iteration 10Q: 3 clusters Score -494590.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -495553.656250 Penalty: 4391.347168
	Iteration 11Q: 3 clusters Score -495553.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -495864.500000 Penalty: 4391.347168
	Iteration 12Q: 3 clusters Score -495864.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -495881.437500 Penalty: 4391.347168
	Iteration 13Q: 3 clusters Score -495881.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -495883.062500 Penalty: 4391.347168
	Iteration 14Q: 3 clusters Score -495883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -495883.750000 Penalty: 4391.347168
	Iteration 15Q: 3 clusters Score -495883.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -495883.750000 Penalty: 4391.347168
	Iteration 16F: 3 clusters Score -495883.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 26733 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 223619 members 
Mstep: Class 7 contains 186973 members 
Mstep: Class 8 contains 207943 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 34891 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 14097 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 51322 members 
Mstep: Class 15 contains 4641 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 11796 members 
Mstep: Class 18 contains 7285 members 
Mstep: Class 19 contains 156739 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 37693 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 252016 members 
Mstep: Class 24 contains 14950 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 3735 members 
Mstep: Class 27 contains 19061 members 
Mstep: Class 28 contains 5043 members 
Mstep: Class 29 contains 5975 members 
Mstep: Class 30 contains 3428 members 
Mstep: Class 31 contains 35615 members 
Mstep: Class 32 contains 4662 members 
Mstep: Class 33 contains 4545 members 
Mstep: Class 34 contains 11340 members 
Mstep: Class 35 contains 5859 members 
Mstep: Class 36 contains 11399 members 
Mstep: Class 37 contains 1630 members 
Mstep: Class 38 contains 15989 members 
Mstep: Class 39 contains 2276 members 
Entering Unmasked Estep 
Score: -102242600.000000 Penalty: 136988.015625
Splitting cluster 13 changes total score from -102234872.000000 to -102242600.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 14 (51322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Entering Unmasked Estep 
Score: -3927008.750000 Penalty: 2689.776855
	Iteration 0F: 2 clusters Score -3927009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -3892307.750000 Penalty: 5379.553711
	Iteration 0F: 3 clusters Score -3892308 nChanged 23720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -3905428.000000 Penalty: 5379.553711
	Iteration 1F: 3 clusters Score -3905428 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -3905992.000000 Penalty: 5379.553711
	Iteration 2Q: 3 clusters Score -3905992 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -3906616.000000 Penalty: 5379.553711
	Iteration 3Q: 3 clusters Score -3906616 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -3907322.500000 Penalty: 5379.553711
	Iteration 4Q: 3 clusters Score -3907322 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -3908167.250000 Penalty: 5379.553711
	Iteration 5Q: 3 clusters Score -3908167 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -3909201.250000 Penalty: 5379.553711
	Iteration 6Q: 3 clusters Score -3909201 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -3910396.750000 Penalty: 5379.553711
	Iteration 7Q: 3 clusters Score -3910397 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -3911798.500000 Penalty: 5379.553711
	Iteration 8Q: 3 clusters Score -3911798 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -3913535.750000 Penalty: 5379.553711
	Iteration 9F: 3 clusters Score -3913536 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -3915461.000000 Penalty: 5379.553711
	Iteration 10F: 3 clusters Score -3915461 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -3916894.000000 Penalty: 5379.553711
	Iteration 11F: 3 clusters Score -3916894 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -3917598.750000 Penalty: 5379.553711
	Iteration 12Q: 3 clusters Score -3917599 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -3917915.250000 Penalty: 5379.553711
	Iteration 13Q: 3 clusters Score -3917915 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -3918085.250000 Penalty: 5379.553711
	Iteration 14Q: 3 clusters Score -3918085 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -3918275.000000 Penalty: 5379.553711
	Iteration 15Q: 3 clusters Score -3918275 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -3918459.500000 Penalty: 5379.553711
	Iteration 16Q: 3 clusters Score -3918460 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -3918647.250000 Penalty: 5379.553711
	Iteration 17Q: 3 clusters Score -3918647 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -3918858.000000 Penalty: 5379.553711
	Iteration 18Q: 3 clusters Score -3918858 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -3919044.500000 Penalty: 5379.553711
	Iteration 19Q: 3 clusters Score -3919044 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -3919239.250000 Penalty: 5379.553711
	Iteration 20F: 3 clusters Score -3919239 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -3919466.750000 Penalty: 5379.553711
	Iteration 21Q: 3 clusters Score -3919467 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -3919646.000000 Penalty: 5379.553711
	Iteration 22Q: 3 clusters Score -3919646 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -3919836.750000 Penalty: 5379.553711
	Iteration 23Q: 3 clusters Score -3919837 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -3919998.500000 Penalty: 5379.553711
	Iteration 24Q: 3 clusters Score -3919998 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -3920170.500000 Penalty: 5379.553711
	Iteration 25Q: 3 clusters Score -3920170 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -3920283.500000 Penalty: 5379.553711
	Iteration 26Q: 3 clusters Score -3920284 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -3920365.000000 Penalty: 5379.553711
	Iteration 27Q: 3 clusters Score -3920365 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -3920456.000000 Penalty: 5379.553711
	Iteration 28Q: 3 clusters Score -3920456 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -3920564.750000 Penalty: 5379.553711
	Iteration 29Q: 3 clusters Score -3920565 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -3920655.000000 Penalty: 5379.553711
	Iteration 30Q: 3 clusters Score -3920655 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -3920768.750000 Penalty: 5379.553711
	Iteration 31Q: 3 clusters Score -3920769 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -3920825.750000 Penalty: 5379.553711
	Iteration 32Q: 3 clusters Score -3920826 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3920894.000000 Penalty: 5379.553711
	Iteration 33Q: 3 clusters Score -3920894 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -3920975.000000 Penalty: 5379.553711
	Iteration 34Q: 3 clusters Score -3920975 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -3921064.250000 Penalty: 5379.553711
	Iteration 35Q: 3 clusters Score -3921064 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -3921140.500000 Penalty: 5379.553711
	Iteration 36Q: 3 clusters Score -3921140 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -3921235.750000 Penalty: 5379.553711
	Iteration 37Q: 3 clusters Score -3921236 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -3921316.750000 Penalty: 5379.553711
	Iteration 38Q: 3 clusters Score -3921317 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -3921401.750000 Penalty: 5379.553711
	Iteration 39Q: 3 clusters Score -3921402 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -3921479.000000 Penalty: 5379.553711
	Iteration 40F: 3 clusters Score -3921479 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -3921576.250000 Penalty: 5379.553711
	Iteration 41Q: 3 clusters Score -3921576 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -3921656.750000 Penalty: 5379.553711
	Iteration 42Q: 3 clusters Score -3921657 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -3921776.500000 Penalty: 5379.553711
	Iteration 43Q: 3 clusters Score -3921776 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -3921858.250000 Penalty: 5379.553711
	Iteration 44Q: 3 clusters Score -3921858 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -3921984.500000 Penalty: 5379.553711
	Iteration 45Q: 3 clusters Score -3921984 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -3922057.250000 Penalty: 5379.553711
	Iteration 46Q: 3 clusters Score -3922057 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -3922149.750000 Penalty: 5379.553711
	Iteration 47Q: 3 clusters Score -3922150 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -3922248.750000 Penalty: 5379.553711
	Iteration 48Q: 3 clusters Score -3922249 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -3922346.500000 Penalty: 5379.553711
	Iteration 49Q: 3 clusters Score -3922346 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -3922451.250000 Penalty: 5379.553711
	Iteration 50Q: 3 clusters Score -3922451 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -3922546.000000 Penalty: 5379.553711
	Iteration 51Q: 3 clusters Score -3922546 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -3922650.000000 Penalty: 5379.553711
	Iteration 52Q: 3 clusters Score -3922650 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -3922754.750000 Penalty: 5379.553711
	Iteration 53Q: 3 clusters Score -3922755 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -3922861.250000 Penalty: 5379.553711
	Iteration 54Q: 3 clusters Score -3922861 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -3922962.500000 Penalty: 5379.553711
	Iteration 55Q: 3 clusters Score -3922962 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -3923068.750000 Penalty: 5379.553711
	Iteration 56Q: 3 clusters Score -3923069 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -3923161.000000 Penalty: 5379.553711
	Iteration 57Q: 3 clusters Score -3923161 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -3923262.000000 Penalty: 5379.553711
	Iteration 58Q: 3 clusters Score -3923262 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45959 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -3923376.250000 Penalty: 5379.553711
	Iteration 59Q: 3 clusters Score -3923376 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -3923457.750000 Penalty: 5379.553711
	Iteration 60F: 3 clusters Score -3923458 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -3923532.750000 Penalty: 5379.553711
	Iteration 61Q: 3 clusters Score -3923533 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -3923615.000000 Penalty: 5379.553711
	Iteration 62Q: 3 clusters Score -3923615 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -3923686.250000 Penalty: 5379.553711
	Iteration 63Q: 3 clusters Score -3923686 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3923767.750000 Penalty: 5379.553711
	Iteration 64Q: 3 clusters Score -3923768 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47614 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -3923843.250000 Penalty: 5379.553711
	Iteration 65Q: 3 clusters Score -3923843 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -3923920.250000 Penalty: 5379.553711
	Iteration 66Q: 3 clusters Score -3923920 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48082 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -3924001.500000 Penalty: 5379.553711
	Iteration 67Q: 3 clusters Score -3924002 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -3924081.250000 Penalty: 5379.553711
	Iteration 68Q: 3 clusters Score -3924081 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -3924181.750000 Penalty: 5379.553711
	Iteration 69Q: 3 clusters Score -3924182 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3924253.250000 Penalty: 5379.553711
	Iteration 70Q: 3 clusters Score -3924253 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3924313.000000 Penalty: 5379.553711
	Iteration 71Q: 3 clusters Score -3924313 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3924387.500000 Penalty: 5379.553711
	Iteration 72Q: 3 clusters Score -3924388 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3924451.750000 Penalty: 5379.553711
	Iteration 73Q: 3 clusters Score -3924452 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3924494.750000 Penalty: 5379.553711
	Iteration 74Q: 3 clusters Score -3924495 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49538 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3924561.750000 Penalty: 5379.553711
	Iteration 75Q: 3 clusters Score -3924562 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49659 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3924602.500000 Penalty: 5379.553711
	Iteration 76Q: 3 clusters Score -3924602 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3924638.500000 Penalty: 5379.553711
	Iteration 77Q: 3 clusters Score -3924638 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3924658.750000 Penalty: 5379.553711
	Iteration 78Q: 3 clusters Score -3924659 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3924678.250000 Penalty: 5379.553711
	Iteration 79Q: 3 clusters Score -3924678 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49957 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3924696.750000 Penalty: 5379.553711
	Iteration 80F: 3 clusters Score -3924697 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50002 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3924709.000000 Penalty: 5379.553711
	Iteration 81Q: 3 clusters Score -3924709 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3924735.750000 Penalty: 5379.553711
	Iteration 82Q: 3 clusters Score -3924736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3924747.250000 Penalty: 5379.553711
	Iteration 83Q: 3 clusters Score -3924747 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3924755.250000 Penalty: 5379.553711
	Iteration 84Q: 3 clusters Score -3924755 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50155 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3924762.750000 Penalty: 5379.553711
	Iteration 85Q: 3 clusters Score -3924763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3924776.750000 Penalty: 5379.553711
	Iteration 86Q: 3 clusters Score -3924777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3924789.000000 Penalty: 5379.553711
	Iteration 87Q: 3 clusters Score -3924789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3924792.750000 Penalty: 5379.553711
	Iteration 88Q: 3 clusters Score -3924793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50237 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3924803.000000 Penalty: 5379.553711
	Iteration 89Q: 3 clusters Score -3924803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3924803.750000 Penalty: 5379.553711
	Iteration 90Q: 3 clusters Score -3924804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3924812.750000 Penalty: 5379.553711
	Iteration 91Q: 3 clusters Score -3924813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3924811.750000 Penalty: 5379.553711
	Iteration 92Q: 3 clusters Score -3924812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50273 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3924819.000000 Penalty: 5379.553711
	Iteration 93Q: 3 clusters Score -3924819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50277 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3924819.750000 Penalty: 5379.553711
	Iteration 94Q: 3 clusters Score -3924820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3924823.250000 Penalty: 5379.553711
	Iteration 95Q: 3 clusters Score -3924823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3924821.750000 Penalty: 5379.553711
	Iteration 96Q: 3 clusters Score -3924822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3924821.750000 Penalty: 5379.553711
	Iteration 97F: 3 clusters Score -3924822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Entering Unmasked Estep 
Score: -351111.343750 Penalty: 2093.785889
	Iteration 0F: 2 clusters Score -351111.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -346809.281250 Penalty: 4187.571777
	Iteration 0F: 3 clusters Score -346809.3 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -347881.656250 Penalty: 4187.571777
	Iteration 1F: 3 clusters Score -347881.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -348123.562500 Penalty: 4187.571777
	Iteration 2F: 3 clusters Score -348123.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -348308.718750 Penalty: 4187.571777
	Iteration 3F: 3 clusters Score -348308.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -348487.843750 Penalty: 4187.571777
	Iteration 4F: 3 clusters Score -348487.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -348658.968750 Penalty: 4187.571777
	Iteration 5Q: 3 clusters Score -348659 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -348825.812500 Penalty: 4187.571777
	Iteration 6Q: 3 clusters Score -348825.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -349003.937500 Penalty: 4187.571777
	Iteration 7Q: 3 clusters Score -349003.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -349144.187500 Penalty: 4187.571777
	Iteration 8Q: 3 clusters Score -349144.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -349248.750000 Penalty: 4187.571777
	Iteration 9Q: 3 clusters Score -349248.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -349320.843750 Penalty: 4187.571777
	Iteration 10Q: 3 clusters Score -349320.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -349385.093750 Penalty: 4187.571777
	Iteration 11Q: 3 clusters Score -349385.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -349435.468750 Penalty: 4187.571777
	Iteration 12Q: 3 clusters Score -349435.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -349477.031250 Penalty: 4187.571777
	Iteration 13Q: 3 clusters Score -349477 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -349505.656250 Penalty: 4187.571777
	Iteration 14Q: 3 clusters Score -349505.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -349518.500000 Penalty: 4187.571777
	Iteration 15Q: 3 clusters Score -349518.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -349528.000000 Penalty: 4187.571777
	Iteration 16Q: 3 clusters Score -349528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -349538.875000 Penalty: 4187.571777
	Iteration 17Q: 3 clusters Score -349538.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -349547.687500 Penalty: 4187.571777
	Iteration 18Q: 3 clusters Score -349547.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -349555.187500 Penalty: 4187.571777
	Iteration 19Q: 3 clusters Score -349555.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -349560.062500 Penalty: 4187.571777
	Iteration 20F: 3 clusters Score -349560.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -349563.500000 Penalty: 4187.571777
	Iteration 21Q: 3 clusters Score -349563.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -349566.562500 Penalty: 4187.571777
	Iteration 22Q: 3 clusters Score -349566.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -349570.062500 Penalty: 4187.571777
	Iteration 23Q: 3 clusters Score -349570.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -349575.687500 Penalty: 4187.571777
	Iteration 24Q: 3 clusters Score -349575.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -349580.906250 Penalty: 4187.571777
	Iteration 25Q: 3 clusters Score -349580.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -349589.468750 Penalty: 4187.571777
	Iteration 26Q: 3 clusters Score -349589.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -349596.687500 Penalty: 4187.571777
	Iteration 27Q: 3 clusters Score -349596.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -349600.593750 Penalty: 4187.571777
	Iteration 28Q: 3 clusters Score -349600.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -349604.718750 Penalty: 4187.571777
	Iteration 29Q: 3 clusters Score -349604.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -349609.281250 Penalty: 4187.571777
	Iteration 30Q: 3 clusters Score -349609.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -349612.906250 Penalty: 4187.571777
	Iteration 31Q: 3 clusters Score -349612.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -349620.250000 Penalty: 4187.571777
	Iteration 32Q: 3 clusters Score -349620.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -349625.437500 Penalty: 4187.571777
	Iteration 33Q: 3 clusters Score -349625.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -349629.625000 Penalty: 4187.571777
	Iteration 34Q: 3 clusters Score -349629.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -349633.843750 Penalty: 4187.571777
	Iteration 35Q: 3 clusters Score -349633.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -349636.625000 Penalty: 4187.571777
	Iteration 36Q: 3 clusters Score -349636.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -349639.906250 Penalty: 4187.571777
	Iteration 37Q: 3 clusters Score -349639.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -349643.281250 Penalty: 4187.571777
	Iteration 38Q: 3 clusters Score -349643.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -349644.312500 Penalty: 4187.571777
	Iteration 39Q: 3 clusters Score -349644.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -349644.125000 Penalty: 4187.571777
	Iteration 40F: 3 clusters Score -349644.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -349645.093750 Penalty: 4187.571777
	Iteration 41Q: 3 clusters Score -349645.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -349645.093750 Penalty: 4187.571777
	Iteration 42F: 3 clusters Score -349645.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Entering Unmasked Estep 
Score: -177955.281250 Penalty: 1947.693970
	Iteration 0F: 2 clusters Score -177955.3 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 1264 members 
Entering Unmasked Estep 
Score: -174980.843750 Penalty: 3895.387939
	Iteration 0F: 3 clusters Score -174980.8 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -175599.953125 Penalty: 3895.387939
	Iteration 1F: 3 clusters Score -175600 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -175856.781250 Penalty: 3895.387939
	Iteration 2F: 3 clusters Score -175856.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -176103.468750 Penalty: 3895.387939
	Iteration 3F: 3 clusters Score -176103.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -176267.093750 Penalty: 3895.387939
	Iteration 4Q: 3 clusters Score -176267.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -176387.546875 Penalty: 3895.387939
	Iteration 5Q: 3 clusters Score -176387.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -176455.468750 Penalty: 3895.387939
	Iteration 6Q: 3 clusters Score -176455.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -176489.265625 Penalty: 3895.387939
	Iteration 7Q: 3 clusters Score -176489.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -176520.625000 Penalty: 3895.387939
	Iteration 8Q: 3 clusters Score -176520.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -176547.187500 Penalty: 3895.387939
	Iteration 9Q: 3 clusters Score -176547.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -176564.593750 Penalty: 3895.387939
	Iteration 10Q: 3 clusters Score -176564.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -176577.796875 Penalty: 3895.387939
	Iteration 11Q: 3 clusters Score -176577.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -176601.875000 Penalty: 3895.387939
	Iteration 12Q: 3 clusters Score -176601.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -176623.015625 Penalty: 3895.387939
	Iteration 13Q: 3 clusters Score -176623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -176645.937500 Penalty: 3895.387939
	Iteration 14Q: 3 clusters Score -176645.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -176674.468750 Penalty: 3895.387939
	Iteration 15Q: 3 clusters Score -176674.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -176693.468750 Penalty: 3895.387939
	Iteration 16Q: 3 clusters Score -176693.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -176715.296875 Penalty: 3895.387939
	Iteration 17Q: 3 clusters Score -176715.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -176733.359375 Penalty: 3895.387939
	Iteration 18Q: 3 clusters Score -176733.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -176749.937500 Penalty: 3895.387939
	Iteration 19Q: 3 clusters Score -176749.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -176771.281250 Penalty: 3895.387939
	Iteration 20F: 3 clusters Score -176771.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -176788.250000 Penalty: 3895.387939
	Iteration 21Q: 3 clusters Score -176788.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -176802.781250 Penalty: 3895.387939
	Iteration 22Q: 3 clusters Score -176802.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -176821.687500 Penalty: 3895.387939
	Iteration 23Q: 3 clusters Score -176821.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -176845.375000 Penalty: 3895.387939
	Iteration 24Q: 3 clusters Score -176845.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -176865.859375 Penalty: 3895.387939
	Iteration 25Q: 3 clusters Score -176865.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -176887.687500 Penalty: 3895.387939
	Iteration 26Q: 3 clusters Score -176887.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -176905.296875 Penalty: 3895.387939
	Iteration 27Q: 3 clusters Score -176905.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -176928.062500 Penalty: 3895.387939
	Iteration 28Q: 3 clusters Score -176928.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -176964.828125 Penalty: 3895.387939
	Iteration 29Q: 3 clusters Score -176964.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -177020.906250 Penalty: 3895.387939
	Iteration 30Q: 3 clusters Score -177020.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -177082.500000 Penalty: 3895.387939
	Iteration 31Q: 3 clusters Score -177082.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -177162.578125 Penalty: 3895.387939
	Iteration 32Q: 3 clusters Score -177162.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -177208.500000 Penalty: 3895.387939
	Iteration 33Q: 3 clusters Score -177208.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -177253.656250 Penalty: 3895.387939
	Iteration 34Q: 3 clusters Score -177253.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -177277.093750 Penalty: 3895.387939
	Iteration 35Q: 3 clusters Score -177277.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -177305.390625 Penalty: 3895.387939
	Iteration 36Q: 3 clusters Score -177305.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -177327.453125 Penalty: 3895.387939
	Iteration 37Q: 3 clusters Score -177327.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -177349.234375 Penalty: 3895.387939
	Iteration 38Q: 3 clusters Score -177349.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -177377.625000 Penalty: 3895.387939
	Iteration 39Q: 3 clusters Score -177377.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -177396.500000 Penalty: 3895.387939
	Iteration 40F: 3 clusters Score -177396.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -177409.078125 Penalty: 3895.387939
	Iteration 41Q: 3 clusters Score -177409.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -177419.578125 Penalty: 3895.387939
	Iteration 42Q: 3 clusters Score -177419.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -177430.265625 Penalty: 3895.387939
	Iteration 43Q: 3 clusters Score -177430.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -177437.750000 Penalty: 3895.387939
	Iteration 44Q: 3 clusters Score -177437.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -177445.078125 Penalty: 3895.387939
	Iteration 45Q: 3 clusters Score -177445.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -177447.640625 Penalty: 3895.387939
	Iteration 46Q: 3 clusters Score -177447.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -177451.218750 Penalty: 3895.387939
	Iteration 47Q: 3 clusters Score -177451.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -177453.484375 Penalty: 3895.387939
	Iteration 48Q: 3 clusters Score -177453.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -177455.750000 Penalty: 3895.387939
	Iteration 49Q: 3 clusters Score -177455.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -177457.421875 Penalty: 3895.387939
	Iteration 50Q: 3 clusters Score -177457.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -177461.281250 Penalty: 3895.387939
	Iteration 51Q: 3 clusters Score -177461.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -177463.718750 Penalty: 3895.387939
	Iteration 52Q: 3 clusters Score -177463.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -177466.046875 Penalty: 3895.387939
	Iteration 53Q: 3 clusters Score -177466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -177470.515625 Penalty: 3895.387939
	Iteration 54Q: 3 clusters Score -177470.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -177472.328125 Penalty: 3895.387939
	Iteration 55Q: 3 clusters Score -177472.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -177473.046875 Penalty: 3895.387939
	Iteration 56Q: 3 clusters Score -177473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -177474.171875 Penalty: 3895.387939
	Iteration 57Q: 3 clusters Score -177474.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -177474.984375 Penalty: 3895.387939
	Iteration 58Q: 3 clusters Score -177475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -177477.796875 Penalty: 3895.387939
	Iteration 59Q: 3 clusters Score -177477.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -177477.796875 Penalty: 3895.387939
	Iteration 60F: 3 clusters Score -177477.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Entering Unmasked Estep 
Score: -895350.687500 Penalty: 2325.127930
	Iteration 0F: 2 clusters Score -895350.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -886596.562500 Penalty: 4650.255859
	Iteration 0F: 3 clusters Score -886596.6 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -889277.875000 Penalty: 4650.255859
	Iteration 1F: 3 clusters Score -889277.9 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -889620.750000 Penalty: 4650.255859
	Iteration 2F: 3 clusters Score -889620.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -889894.687500 Penalty: 4650.255859
	Iteration 3F: 3 clusters Score -889894.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -890129.000000 Penalty: 4650.255859
	Iteration 4Q: 3 clusters Score -890129 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -890353.562500 Penalty: 4650.255859
	Iteration 5Q: 3 clusters Score -890353.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -890566.625000 Penalty: 4650.255859
	Iteration 6Q: 3 clusters Score -890566.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -890795.000000 Penalty: 4650.255859
	Iteration 7Q: 3 clusters Score -890795 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -891037.437500 Penalty: 4650.255859
	Iteration 8Q: 3 clusters Score -891037.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -891290.437500 Penalty: 4650.255859
	Iteration 9Q: 3 clusters Score -891290.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -891558.812500 Penalty: 4650.255859
	Iteration 10Q: 3 clusters Score -891558.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -891825.125000 Penalty: 4650.255859
	Iteration 11Q: 3 clusters Score -891825.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -892037.000000 Penalty: 4650.255859
	Iteration 12Q: 3 clusters Score -892037 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -892202.187500 Penalty: 4650.255859
	Iteration 13Q: 3 clusters Score -892202.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -892340.875000 Penalty: 4650.255859
	Iteration 14Q: 3 clusters Score -892340.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -892448.875000 Penalty: 4650.255859
	Iteration 15Q: 3 clusters Score -892448.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -892542.687500 Penalty: 4650.255859
	Iteration 16Q: 3 clusters Score -892542.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -892624.125000 Penalty: 4650.255859
	Iteration 17Q: 3 clusters Score -892624.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -892706.687500 Penalty: 4650.255859
	Iteration 18Q: 3 clusters Score -892706.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -892795.000000 Penalty: 4650.255859
	Iteration 19Q: 3 clusters Score -892795 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -892891.500000 Penalty: 4650.255859
	Iteration 20F: 3 clusters Score -892891.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -892981.687500 Penalty: 4650.255859
	Iteration 21Q: 3 clusters Score -892981.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -893069.062500 Penalty: 4650.255859
	Iteration 22Q: 3 clusters Score -893069.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -893155.000000 Penalty: 4650.255859
	Iteration 23Q: 3 clusters Score -893155 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -893228.687500 Penalty: 4650.255859
	Iteration 24Q: 3 clusters Score -893228.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -893301.625000 Penalty: 4650.255859
	Iteration 25Q: 3 clusters Score -893301.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -893356.062500 Penalty: 4650.255859
	Iteration 26Q: 3 clusters Score -893356.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -893406.687500 Penalty: 4650.255859
	Iteration 27Q: 3 clusters Score -893406.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -893466.625000 Penalty: 4650.255859
	Iteration 28Q: 3 clusters Score -893466.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -893516.562500 Penalty: 4650.255859
	Iteration 29Q: 3 clusters Score -893516.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -893562.875000 Penalty: 4650.255859
	Iteration 30Q: 3 clusters Score -893562.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -893612.875000 Penalty: 4650.255859
	Iteration 31Q: 3 clusters Score -893612.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -893660.000000 Penalty: 4650.255859
	Iteration 32Q: 3 clusters Score -893660 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -893694.000000 Penalty: 4650.255859
	Iteration 33Q: 3 clusters Score -893694 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -893721.875000 Penalty: 4650.255859
	Iteration 34Q: 3 clusters Score -893721.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -893737.687500 Penalty: 4650.255859
	Iteration 35Q: 3 clusters Score -893737.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -893753.812500 Penalty: 4650.255859
	Iteration 36Q: 3 clusters Score -893753.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -893767.875000 Penalty: 4650.255859
	Iteration 37Q: 3 clusters Score -893767.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -893778.312500 Penalty: 4650.255859
	Iteration 38Q: 3 clusters Score -893778.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -893790.750000 Penalty: 4650.255859
	Iteration 39Q: 3 clusters Score -893790.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -893799.562500 Penalty: 4650.255859
	Iteration 40F: 3 clusters Score -893799.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -893815.312500 Penalty: 4650.255859
	Iteration 41Q: 3 clusters Score -893815.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -893818.562500 Penalty: 4650.255859
	Iteration 42Q: 3 clusters Score -893818.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -893824.250000 Penalty: 4650.255859
	Iteration 43Q: 3 clusters Score -893824.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -893829.187500 Penalty: 4650.255859
	Iteration 44Q: 3 clusters Score -893829.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -893836.937500 Penalty: 4650.255859
	Iteration 45Q: 3 clusters Score -893836.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -893844.500000 Penalty: 4650.255859
	Iteration 46Q: 3 clusters Score -893844.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -893850.500000 Penalty: 4650.255859
	Iteration 47Q: 3 clusters Score -893850.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -893859.125000 Penalty: 4650.255859
	Iteration 48Q: 3 clusters Score -893859.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -893872.500000 Penalty: 4650.255859
	Iteration 49Q: 3 clusters Score -893872.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -893879.562500 Penalty: 4650.255859
	Iteration 50Q: 3 clusters Score -893879.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -893888.625000 Penalty: 4650.255859
	Iteration 51Q: 3 clusters Score -893888.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -893896.937500 Penalty: 4650.255859
	Iteration 52Q: 3 clusters Score -893896.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -893901.437500 Penalty: 4650.255859
	Iteration 53Q: 3 clusters Score -893901.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -893905.500000 Penalty: 4650.255859
	Iteration 54Q: 3 clusters Score -893905.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -893904.875000 Penalty: 4650.255859
	Iteration 55Q: 3 clusters Score -893904.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -893909.187500 Penalty: 4650.255859
	Iteration 56Q: 3 clusters Score -893909.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -893911.875000 Penalty: 4650.255859
	Iteration 57Q: 3 clusters Score -893911.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -893912.625000 Penalty: 4650.255859
	Iteration 58Q: 3 clusters Score -893912.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -893915.375000 Penalty: 4650.255859
	Iteration 59Q: 3 clusters Score -893915.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -893917.812500 Penalty: 4650.255859
	Iteration 60F: 3 clusters Score -893917.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -893919.812500 Penalty: 4650.255859
	Iteration 61Q: 3 clusters Score -893919.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -893920.875000 Penalty: 4650.255859
	Iteration 62Q: 3 clusters Score -893920.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -893925.187500 Penalty: 4650.255859
	Iteration 63Q: 3 clusters Score -893925.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -893926.750000 Penalty: 4650.255859
	Iteration 64Q: 3 clusters Score -893926.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -893929.250000 Penalty: 4650.255859
	Iteration 65Q: 3 clusters Score -893929.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -893926.375000 Penalty: 4650.255859
	Iteration 66Q: 3 clusters Score -893926.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -893927.250000 Penalty: 4650.255859
	Iteration 67Q: 3 clusters Score -893927.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -893926.687500 Penalty: 4650.255859
	Iteration 68Q: 3 clusters Score -893926.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -893926.687500 Penalty: 4650.255859
	Iteration 69F: 3 clusters Score -893926.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Entering Unmasked Estep 
Score: -561692.562500 Penalty: 2205.605957
	Iteration 0F: 2 clusters Score -561692.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -555777.562500 Penalty: 4411.211914
	Iteration 0F: 3 clusters Score -555777.6 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -557333.937500 Penalty: 4411.211914
	Iteration 1F: 3 clusters Score -557333.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -557596.125000 Penalty: 4411.211914
	Iteration 2F: 3 clusters Score -557596.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -557774.312500 Penalty: 4411.211914
	Iteration 3Q: 3 clusters Score -557774.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -557885.812500 Penalty: 4411.211914
	Iteration 4Q: 3 clusters Score -557885.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -557953.062500 Penalty: 4411.211914
	Iteration 5Q: 3 clusters Score -557953.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -558004.062500 Penalty: 4411.211914
	Iteration 6Q: 3 clusters Score -558004.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -558042.937500 Penalty: 4411.211914
	Iteration 7Q: 3 clusters Score -558042.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -558080.750000 Penalty: 4411.211914
	Iteration 8Q: 3 clusters Score -558080.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -558123.250000 Penalty: 4411.211914
	Iteration 9Q: 3 clusters Score -558123.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -558161.750000 Penalty: 4411.211914
	Iteration 10Q: 3 clusters Score -558161.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -558188.687500 Penalty: 4411.211914
	Iteration 11Q: 3 clusters Score -558188.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -558210.187500 Penalty: 4411.211914
	Iteration 12Q: 3 clusters Score -558210.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -558227.250000 Penalty: 4411.211914
	Iteration 13Q: 3 clusters Score -558227.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -558237.937500 Penalty: 4411.211914
	Iteration 14Q: 3 clusters Score -558237.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -558247.687500 Penalty: 4411.211914
	Iteration 15Q: 3 clusters Score -558247.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -558259.187500 Penalty: 4411.211914
	Iteration 16Q: 3 clusters Score -558259.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -558276.125000 Penalty: 4411.211914
	Iteration 17Q: 3 clusters Score -558276.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -558291.187500 Penalty: 4411.211914
	Iteration 18Q: 3 clusters Score -558291.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -558307.187500 Penalty: 4411.211914
	Iteration 19Q: 3 clusters Score -558307.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -558322.312500 Penalty: 4411.211914
	Iteration 20F: 3 clusters Score -558322.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -558345.250000 Penalty: 4411.211914
	Iteration 21Q: 3 clusters Score -558345.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -558369.000000 Penalty: 4411.211914
	Iteration 22Q: 3 clusters Score -558369 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -558400.875000 Penalty: 4411.211914
	Iteration 23Q: 3 clusters Score -558400.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -558429.250000 Penalty: 4411.211914
	Iteration 24Q: 3 clusters Score -558429.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -558456.187500 Penalty: 4411.211914
	Iteration 25Q: 3 clusters Score -558456.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -558491.125000 Penalty: 4411.211914
	Iteration 26Q: 3 clusters Score -558491.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -558533.375000 Penalty: 4411.211914
	Iteration 27Q: 3 clusters Score -558533.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -558579.875000 Penalty: 4411.211914
	Iteration 28Q: 3 clusters Score -558579.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -558639.687500 Penalty: 4411.211914
	Iteration 29Q: 3 clusters Score -558639.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -558710.875000 Penalty: 4411.211914
	Iteration 30Q: 3 clusters Score -558710.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -558784.250000 Penalty: 4411.211914
	Iteration 31Q: 3 clusters Score -558784.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -558862.500000 Penalty: 4411.211914
	Iteration 32Q: 3 clusters Score -558862.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -558949.625000 Penalty: 4411.211914
	Iteration 33Q: 3 clusters Score -558949.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -559045.625000 Penalty: 4411.211914
	Iteration 34Q: 3 clusters Score -559045.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -559126.875000 Penalty: 4411.211914
	Iteration 35Q: 3 clusters Score -559126.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -559201.750000 Penalty: 4411.211914
	Iteration 36Q: 3 clusters Score -559201.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -559271.875000 Penalty: 4411.211914
	Iteration 37Q: 3 clusters Score -559271.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -559330.875000 Penalty: 4411.211914
	Iteration 38Q: 3 clusters Score -559330.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -559392.000000 Penalty: 4411.211914
	Iteration 39Q: 3 clusters Score -559392 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -559443.375000 Penalty: 4411.211914
	Iteration 40F: 3 clusters Score -559443.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -559485.375000 Penalty: 4411.211914
	Iteration 41Q: 3 clusters Score -559485.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -559525.437500 Penalty: 4411.211914
	Iteration 42Q: 3 clusters Score -559525.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -559569.937500 Penalty: 4411.211914
	Iteration 43Q: 3 clusters Score -559569.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -559605.750000 Penalty: 4411.211914
	Iteration 44Q: 3 clusters Score -559605.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -559629.687500 Penalty: 4411.211914
	Iteration 45Q: 3 clusters Score -559629.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -559652.187500 Penalty: 4411.211914
	Iteration 46Q: 3 clusters Score -559652.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -559669.500000 Penalty: 4411.211914
	Iteration 47Q: 3 clusters Score -559669.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -559683.875000 Penalty: 4411.211914
	Iteration 48Q: 3 clusters Score -559683.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -559700.125000 Penalty: 4411.211914
	Iteration 49Q: 3 clusters Score -559700.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -559712.562500 Penalty: 4411.211914
	Iteration 50Q: 3 clusters Score -559712.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -559722.812500 Penalty: 4411.211914
	Iteration 51Q: 3 clusters Score -559722.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -559732.500000 Penalty: 4411.211914
	Iteration 52Q: 3 clusters Score -559732.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -559738.562500 Penalty: 4411.211914
	Iteration 53Q: 3 clusters Score -559738.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -559743.125000 Penalty: 4411.211914
	Iteration 54Q: 3 clusters Score -559743.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -559747.437500 Penalty: 4411.211914
	Iteration 55Q: 3 clusters Score -559747.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -559750.125000 Penalty: 4411.211914
	Iteration 56Q: 3 clusters Score -559750.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -559753.062500 Penalty: 4411.211914
	Iteration 57Q: 3 clusters Score -559753.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -559753.312500 Penalty: 4411.211914
	Iteration 58Q: 3 clusters Score -559753.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -559754.312500 Penalty: 4411.211914
	Iteration 59Q: 3 clusters Score -559754.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -559754.312500 Penalty: 4411.211914
	Iteration 60F: 3 clusters Score -559754.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (156739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156739 members 
Entering Unmasked Estep 
Score: -11889959.000000 Penalty: 2966.659668
	Iteration 0F: 2 clusters Score -1.188996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78673 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
Score: -11785034.000000 Penalty: 5933.319336
	Iteration 0F: 3 clusters Score -1.178503e+07 nChanged 75064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83935 members 
Mstep: Class 2 contains 72804 members 
Entering Unmasked Estep 
Score: -11828586.000000 Penalty: 5933.319336
	Iteration 1F: 3 clusters Score -1.182859e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87672 members 
Mstep: Class 2 contains 69067 members 
Entering Unmasked Estep 
Score: -11830285.000000 Penalty: 5933.319336
	Iteration 2Q: 3 clusters Score -1.183028e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93293 members 
Mstep: Class 2 contains 63446 members 
Entering Unmasked Estep 
Score: -11832951.000000 Penalty: 5933.319336
	Iteration 3Q: 3 clusters Score -1.183295e+07 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101588 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -11837881.000000 Penalty: 5933.319336
	Iteration 4F: 3 clusters Score -1.183788e+07 nChanged 11607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112901 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -11845998.000000 Penalty: 5933.319336
	Iteration 5F: 3 clusters Score -1.1846e+07 nChanged 13851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126578 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -11858018.000000 Penalty: 5933.319336
	Iteration 6F: 3 clusters Score -1.185802e+07 nChanged 13365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139877 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -11870992.000000 Penalty: 5933.319336
	Iteration 7F: 3 clusters Score -1.187099e+07 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149372 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -11880420.000000 Penalty: 5933.319336
	Iteration 8F: 3 clusters Score -1.188042e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154078 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -11884913.000000 Penalty: 5933.319336
	Iteration 9Q: 3 clusters Score -1.188491e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155758 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -11886512.000000 Penalty: 5933.319336
	Iteration 10Q: 3 clusters Score -1.188651e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156249 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -11887022.000000 Penalty: 5933.319336
	Iteration 11Q: 3 clusters Score -1.188702e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156376 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -11887164.000000 Penalty: 5933.319336
	Iteration 12Q: 3 clusters Score -1.188716e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156426 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -11887222.000000 Penalty: 5933.319336
	Iteration 13Q: 3 clusters Score -1.188722e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156458 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -11887288.000000 Penalty: 5933.319336
	Iteration 14Q: 3 clusters Score -1.188729e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156476 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -11887324.000000 Penalty: 5933.319336
	Iteration 15Q: 3 clusters Score -1.188732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156484 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -11887357.000000 Penalty: 5933.319336
	Iteration 16Q: 3 clusters Score -1.188736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156480 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -11887363.000000 Penalty: 5933.319336
	Iteration 17Q: 3 clusters Score -1.188736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156482 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -11887376.000000 Penalty: 5933.319336
	Iteration 18Q: 3 clusters Score -1.188738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156483 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -11887380.000000 Penalty: 5933.319336
	Iteration 19Q: 3 clusters Score -1.188738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156482 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -11887386.000000 Penalty: 5933.319336
	Iteration 20F: 3 clusters Score -1.188739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156483 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -11887390.000000 Penalty: 5933.319336
	Iteration 21Q: 3 clusters Score -1.188739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156486 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -11887390.000000 Penalty: 5933.319336
	Iteration 22Q: 3 clusters Score -1.188739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156486 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -11887390.000000 Penalty: 5933.319336
	Iteration 23F: 3 clusters Score -1.188739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -136425.171875 Penalty: 1887.122925
	Iteration 0F: 2 clusters Score -136425.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -133778.921875 Penalty: 3774.245850
	Iteration 0F: 3 clusters Score -133778.9 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -134350.812500 Penalty: 3774.245850
	Iteration 1F: 3 clusters Score -134350.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -134486.875000 Penalty: 3774.245850
	Iteration 2F: 3 clusters Score -134486.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -134548.343750 Penalty: 3774.245850
	Iteration 3Q: 3 clusters Score -134548.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -134586.250000 Penalty: 3774.245850
	Iteration 4Q: 3 clusters Score -134586.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -134603.015625 Penalty: 3774.245850
	Iteration 5Q: 3 clusters Score -134603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -134611.937500 Penalty: 3774.245850
	Iteration 6Q: 3 clusters Score -134611.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -134614.281250 Penalty: 3774.245850
	Iteration 7Q: 3 clusters Score -134614.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -134614.718750 Penalty: 3774.245850
	Iteration 8Q: 3 clusters Score -134614.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -134614.906250 Penalty: 3774.245850
	Iteration 9Q: 3 clusters Score -134614.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -134614.906250 Penalty: 3774.245850
	Iteration 10F: 3 clusters Score -134614.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Entering Unmasked Estep 
Score: -2473050.500000 Penalty: 2613.232910
	Iteration 0F: 2 clusters Score -2473050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -2447471.000000 Penalty: 5226.465820
	Iteration 0F: 3 clusters Score -2447471 nChanged 17203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2457254.500000 Penalty: 5226.465820
	Iteration 1F: 3 clusters Score -2457254 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2458169.750000 Penalty: 5226.465820
	Iteration 2F: 3 clusters Score -2458170 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2459246.500000 Penalty: 5226.465820
	Iteration 3F: 3 clusters Score -2459246 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2460557.250000 Penalty: 5226.465820
	Iteration 4F: 3 clusters Score -2460557 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2461956.250000 Penalty: 5226.465820
	Iteration 5F: 3 clusters Score -2461956 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2463399.750000 Penalty: 5226.465820
	Iteration 6F: 3 clusters Score -2463400 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2464809.500000 Penalty: 5226.465820
	Iteration 7F: 3 clusters Score -2464810 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2466005.750000 Penalty: 5226.465820
	Iteration 8F: 3 clusters Score -2466006 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2466893.500000 Penalty: 5226.465820
	Iteration 9Q: 3 clusters Score -2466894 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2467490.500000 Penalty: 5226.465820
	Iteration 10Q: 3 clusters Score -2467490 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2467858.750000 Penalty: 5226.465820
	Iteration 11Q: 3 clusters Score -2467859 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -2468120.500000 Penalty: 5226.465820
	Iteration 12Q: 3 clusters Score -2468120 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2468296.500000 Penalty: 5226.465820
	Iteration 13Q: 3 clusters Score -2468296 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -2468435.750000 Penalty: 5226.465820
	Iteration 14Q: 3 clusters Score -2468436 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2468553.250000 Penalty: 5226.465820
	Iteration 15Q: 3 clusters Score -2468553 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -2468638.500000 Penalty: 5226.465820
	Iteration 16Q: 3 clusters Score -2468638 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -2468733.750000 Penalty: 5226.465820
	Iteration 17Q: 3 clusters Score -2468734 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -2468851.000000 Penalty: 5226.465820
	Iteration 18Q: 3 clusters Score -2468851 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -2468990.000000 Penalty: 5226.465820
	Iteration 19Q: 3 clusters Score -2468990 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -2469124.750000 Penalty: 5226.465820
	Iteration 20F: 3 clusters Score -2469125 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -2469269.250000 Penalty: 5226.465820
	Iteration 21Q: 3 clusters Score -2469269 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -2469447.500000 Penalty: 5226.465820
	Iteration 22Q: 3 clusters Score -2469448 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -2469660.750000 Penalty: 5226.465820
	Iteration 23Q: 3 clusters Score -2469661 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -2469900.750000 Penalty: 5226.465820
	Iteration 24Q: 3 clusters Score -2469901 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -2470191.250000 Penalty: 5226.465820
	Iteration 25Q: 3 clusters Score -2470191 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -2470525.500000 Penalty: 5226.465820
	Iteration 26Q: 3 clusters Score -2470526 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -2470880.250000 Penalty: 5226.465820
	Iteration 27Q: 3 clusters Score -2470880 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -2471267.250000 Penalty: 5226.465820
	Iteration 28Q: 3 clusters Score -2471267 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -2471666.250000 Penalty: 5226.465820
	Iteration 29Q: 3 clusters Score -2471666 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -2472195.750000 Penalty: 5226.465820
	Iteration 30Q: 3 clusters Score -2472196 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -2472767.000000 Penalty: 5226.465820
	Iteration 31Q: 3 clusters Score -2472767 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -2473308.500000 Penalty: 5226.465820
	Iteration 32Q: 3 clusters Score -2473308 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -2473819.000000 Penalty: 5226.465820
	Iteration 33Q: 3 clusters Score -2473819 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -2474211.000000 Penalty: 5226.465820
	Iteration 34Q: 3 clusters Score -2474211 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -2474473.750000 Penalty: 5226.465820
	Iteration 35Q: 3 clusters Score -2474474 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -2474666.250000 Penalty: 5226.465820
	Iteration 36Q: 3 clusters Score -2474666 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -2474769.250000 Penalty: 5226.465820
	Iteration 37Q: 3 clusters Score -2474769 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -2474850.750000 Penalty: 5226.465820
	Iteration 38Q: 3 clusters Score -2474851 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -2474888.000000 Penalty: 5226.465820
	Iteration 39Q: 3 clusters Score -2474888 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -2474917.000000 Penalty: 5226.465820
	Iteration 40F: 3 clusters Score -2474917 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -2474929.250000 Penalty: 5226.465820
	Iteration 41Q: 3 clusters Score -2474929 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -2474932.000000 Penalty: 5226.465820
	Iteration 42Q: 3 clusters Score -2474932 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -2474934.250000 Penalty: 5226.465820
	Iteration 43Q: 3 clusters Score -2474934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -2474935.250000 Penalty: 5226.465820
	Iteration 44Q: 3 clusters Score -2474935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -2474938.000000 Penalty: 5226.465820
	Iteration 45Q: 3 clusters Score -2474938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -2474938.750000 Penalty: 5226.465820
	Iteration 46Q: 3 clusters Score -2474939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -2474943.750000 Penalty: 5226.465820
	Iteration 47Q: 3 clusters Score -2474944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -2474947.000000 Penalty: 5226.465820
	Iteration 48Q: 3 clusters Score -2474947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -2474947.000000 Penalty: 5226.465820
	Iteration 49Q: 3 clusters Score -2474947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -2474945.500000 Penalty: 5226.465820
	Iteration 50Q: 3 clusters Score -2474946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -2474942.500000 Penalty: 5226.465820
	Iteration 51Q: 3 clusters Score -2474942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -2474938.500000 Penalty: 5226.465820
	Iteration 52Q: 3 clusters Score -2474938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -2474936.500000 Penalty: 5226.465820
	Iteration 53Q: 3 clusters Score -2474936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -2474936.750000 Penalty: 5226.465820
	Iteration 54Q: 3 clusters Score -2474937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -2474935.750000 Penalty: 5226.465820
	Iteration 55Q: 3 clusters Score -2474936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -2474935.750000 Penalty: 5226.465820
	Iteration 56Q: 3 clusters Score -2474936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -2474935.750000 Penalty: 5226.465820
	Iteration 57F: 3 clusters Score -2474936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 26733 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 223619 members 
Mstep: Class 7 contains 186973 members 
Mstep: Class 8 contains 207943 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 34891 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 14097 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 51322 members 
Mstep: Class 15 contains 4641 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 11796 members 
Mstep: Class 18 contains 7285 members 
Mstep: Class 19 contains 156739 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 4301 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 252016 members 
Mstep: Class 24 contains 14950 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 3735 members 
Mstep: Class 27 contains 19061 members 
Mstep: Class 28 contains 5043 members 
Mstep: Class 29 contains 5975 members 
Mstep: Class 30 contains 3428 members 
Mstep: Class 31 contains 35615 members 
Mstep: Class 32 contains 4662 members 
Mstep: Class 33 contains 4545 members 
Mstep: Class 34 contains 11340 members 
Mstep: Class 35 contains 5859 members 
Mstep: Class 36 contains 11399 members 
Mstep: Class 37 contains 1630 members 
Mstep: Class 38 contains 15989 members 
Mstep: Class 39 contains 2276 members 
Mstep: Class 40 contains 33392 members 
Entering Unmasked Estep 
Score: -102243776.000000 Penalty: 140500.531250
Splitting cluster 21 changes total score from -102234872.000000 to -102243776.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 22 (2558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Entering Unmasked Estep 
Score: -164901.031250 Penalty: 1946.051270
	Iteration 0F: 2 clusters Score -164901 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 1246 members 
Entering Unmasked Estep 
Score: -162020.546875 Penalty: 3892.102539
	Iteration 0F: 3 clusters Score -162020.5 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -162878.843750 Penalty: 3892.102539
	Iteration 1F: 3 clusters Score -162878.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -163392.875000 Penalty: 3892.102539
	Iteration 2F: 3 clusters Score -163392.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -163807.171875 Penalty: 3892.102539
	Iteration 3F: 3 clusters Score -163807.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -164167.093750 Penalty: 3892.102539
	Iteration 4F: 3 clusters Score -164167.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -164435.796875 Penalty: 3892.102539
	Iteration 5Q: 3 clusters Score -164435.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -164611.078125 Penalty: 3892.102539
	Iteration 6Q: 3 clusters Score -164611.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -164749.734375 Penalty: 3892.102539
	Iteration 7Q: 3 clusters Score -164749.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -164837.984375 Penalty: 3892.102539
	Iteration 8Q: 3 clusters Score -164838 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -164900.015625 Penalty: 3892.102539
	Iteration 9Q: 3 clusters Score -164900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -164922.625000 Penalty: 3892.102539
	Iteration 10Q: 3 clusters Score -164922.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -164943.937500 Penalty: 3892.102539
	Iteration 11Q: 3 clusters Score -164943.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -164956.125000 Penalty: 3892.102539
	Iteration 12Q: 3 clusters Score -164956.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -164967.015625 Penalty: 3892.102539
	Iteration 13Q: 3 clusters Score -164967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -164971.156250 Penalty: 3892.102539
	Iteration 14Q: 3 clusters Score -164971.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -164974.968750 Penalty: 3892.102539
	Iteration 15Q: 3 clusters Score -164975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -164978.406250 Penalty: 3892.102539
	Iteration 16Q: 3 clusters Score -164978.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -164978.984375 Penalty: 3892.102539
	Iteration 17Q: 3 clusters Score -164979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -164979.281250 Penalty: 3892.102539
	Iteration 18Q: 3 clusters Score -164979.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -164983.343750 Penalty: 3892.102539
	Iteration 19F: 3 clusters Score -164983.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -165027.093750 Penalty: 3892.102539
	Iteration 20F: 3 clusters Score -165027.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -165047.953125 Penalty: 3892.102539
	Iteration 21Q: 3 clusters Score -165048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -165063.828125 Penalty: 3892.102539
	Iteration 22Q: 3 clusters Score -165063.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -165080.968750 Penalty: 3892.102539
	Iteration 23Q: 3 clusters Score -165081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -165098.406250 Penalty: 3892.102539
	Iteration 24Q: 3 clusters Score -165098.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -165106.250000 Penalty: 3892.102539
	Iteration 25Q: 3 clusters Score -165106.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -165116.281250 Penalty: 3892.102539
	Iteration 26Q: 3 clusters Score -165116.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -165120.968750 Penalty: 3892.102539
	Iteration 27Q: 3 clusters Score -165121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -165124.125000 Penalty: 3892.102539
	Iteration 28Q: 3 clusters Score -165124.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -165128.125000 Penalty: 3892.102539
	Iteration 29Q: 3 clusters Score -165128.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -165128.921875 Penalty: 3892.102539
	Iteration 30Q: 3 clusters Score -165128.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -165129.718750 Penalty: 3892.102539
	Iteration 31Q: 3 clusters Score -165129.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -165132.484375 Penalty: 3892.102539
	Iteration 32Q: 3 clusters Score -165132.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -165133.093750 Penalty: 3892.102539
	Iteration 33Q: 3 clusters Score -165133.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -165133.093750 Penalty: 3892.102539
	Iteration 34F: 3 clusters Score -165133.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 26733 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 223619 members 
Mstep: Class 7 contains 186973 members 
Mstep: Class 8 contains 207943 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 34891 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 14097 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 51322 members 
Mstep: Class 15 contains 4641 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 11796 members 
Mstep: Class 18 contains 7285 members 
Mstep: Class 19 contains 156739 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 4301 members 
Mstep: Class 22 contains 1202 members 
Mstep: Class 23 contains 252016 members 
Mstep: Class 24 contains 14950 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 3735 members 
Mstep: Class 27 contains 19061 members 
Mstep: Class 28 contains 5043 members 
Mstep: Class 29 contains 5975 members 
Mstep: Class 30 contains 3428 members 
Mstep: Class 31 contains 35615 members 
Mstep: Class 32 contains 4662 members 
Mstep: Class 33 contains 4545 members 
Mstep: Class 34 contains 11340 members 
Mstep: Class 35 contains 5859 members 
Mstep: Class 36 contains 11399 members 
Mstep: Class 37 contains 1630 members 
Mstep: Class 38 contains 15989 members 
Mstep: Class 39 contains 2276 members 
Mstep: Class 40 contains 33392 members 
Mstep: Class 41 contains 1356 members 
Entering Unmasked Estep 
Score: -102242312.000000 Penalty: 144013.046875
Splitting cluster 22 changes total score from -102234872.000000 to -102242312.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 23 (252016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252016 members 
Entering Unmasked Estep 
Score: -18937872.000000 Penalty: 3084.437500
	Iteration 0F: 2 clusters Score -1.893787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126094 members 
Mstep: Class 2 contains 125922 members 
Entering Unmasked Estep 
Score: -18768936.000000 Penalty: 6168.875000
	Iteration 0F: 3 clusters Score -1.876894e+07 nChanged 121502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126840 members 
Mstep: Class 2 contains 125176 members 
Entering Unmasked Estep 
Score: -18840444.000000 Penalty: 6168.875000
	Iteration 1F: 3 clusters Score -1.884044e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126741 members 
Mstep: Class 2 contains 125275 members 
Entering Unmasked Estep 
Score: -18841554.000000 Penalty: 6168.875000
	Iteration 2Q: 3 clusters Score -1.884155e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126667 members 
Mstep: Class 2 contains 125349 members 
Entering Unmasked Estep 
Score: -18843292.000000 Penalty: 6168.875000
	Iteration 3Q: 3 clusters Score -1.884329e+07 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126513 members 
Mstep: Class 2 contains 125503 members 
Entering Unmasked Estep 
Score: -18845392.000000 Penalty: 6168.875000
	Iteration 4Q: 3 clusters Score -1.884539e+07 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126291 members 
Mstep: Class 2 contains 125725 members 
Entering Unmasked Estep 
Score: -18848768.000000 Penalty: 6168.875000
	Iteration 5Q: 3 clusters Score -1.884877e+07 nChanged 11752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126041 members 
Mstep: Class 2 contains 125975 members 
Entering Unmasked Estep 
Score: -18854566.000000 Penalty: 6168.875000
	Iteration 6Q: 3 clusters Score -1.885457e+07 nChanged 14337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126022 members 
Mstep: Class 2 contains 125994 members 
Entering Unmasked Estep 
Score: -18863436.000000 Penalty: 6168.875000
	Iteration 7F: 3 clusters Score -1.886344e+07 nChanged 16874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126994 members 
Mstep: Class 2 contains 125022 members 
Entering Unmasked Estep 
Score: -18876078.000000 Penalty: 6168.875000
	Iteration 8F: 3 clusters Score -1.887608e+07 nChanged 18241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129653 members 
Mstep: Class 2 contains 122363 members 
Entering Unmasked Estep 
Score: -18891688.000000 Penalty: 6168.875000
	Iteration 9F: 3 clusters Score -1.889169e+07 nChanged 17982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134015 members 
Mstep: Class 2 contains 118001 members 
Entering Unmasked Estep 
Score: -18909280.000000 Penalty: 6168.875000
	Iteration 10F: 3 clusters Score -1.890928e+07 nChanged 15488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138265 members 
Mstep: Class 2 contains 113751 members 
Entering Unmasked Estep 
Score: -18923816.000000 Penalty: 6168.875000
	Iteration 11F: 3 clusters Score -1.892382e+07 nChanged 11501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140988 members 
Mstep: Class 2 contains 111028 members 
Entering Unmasked Estep 
Score: -18932532.000000 Penalty: 6168.875000
	Iteration 12Q: 3 clusters Score -1.893253e+07 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142333 members 
Mstep: Class 2 contains 109683 members 
Entering Unmasked Estep 
Score: -18936686.000000 Penalty: 6168.875000
	Iteration 13Q: 3 clusters Score -1.893669e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143024 members 
Mstep: Class 2 contains 108992 members 
Entering Unmasked Estep 
Score: -18938530.000000 Penalty: 6168.875000
	Iteration 14Q: 3 clusters Score -1.893853e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143336 members 
Mstep: Class 2 contains 108680 members 
Entering Unmasked Estep 
Score: -18939574.000000 Penalty: 6168.875000
	Iteration 15Q: 3 clusters Score -1.893957e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143382 members 
Mstep: Class 2 contains 108634 members 
Entering Unmasked Estep 
Score: -18940046.000000 Penalty: 6168.875000
	Iteration 16Q: 3 clusters Score -1.894005e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143316 members 
Mstep: Class 2 contains 108700 members 
Entering Unmasked Estep 
Score: -18940474.000000 Penalty: 6168.875000
	Iteration 17Q: 3 clusters Score -1.894047e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143142 members 
Mstep: Class 2 contains 108874 members 
Entering Unmasked Estep 
Score: -18940646.000000 Penalty: 6168.875000
	Iteration 18Q: 3 clusters Score -1.894065e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142892 members 
Mstep: Class 2 contains 109124 members 
Entering Unmasked Estep 
Score: -18940750.000000 Penalty: 6168.875000
	Iteration 19Q: 3 clusters Score -1.894075e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142622 members 
Mstep: Class 2 contains 109394 members 
Entering Unmasked Estep 
Score: -18940842.000000 Penalty: 6168.875000
	Iteration 20F: 3 clusters Score -1.894084e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142269 members 
Mstep: Class 2 contains 109747 members 
Entering Unmasked Estep 
Score: -18940868.000000 Penalty: 6168.875000
	Iteration 21Q: 3 clusters Score -1.894087e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141820 members 
Mstep: Class 2 contains 110196 members 
Entering Unmasked Estep 
Score: -18940942.000000 Penalty: 6168.875000
	Iteration 22Q: 3 clusters Score -1.894094e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141345 members 
Mstep: Class 2 contains 110671 members 
Entering Unmasked Estep 
Score: -18941036.000000 Penalty: 6168.875000
	Iteration 23Q: 3 clusters Score -1.894104e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140788 members 
Mstep: Class 2 contains 111228 members 
Entering Unmasked Estep 
Score: -18941156.000000 Penalty: 6168.875000
	Iteration 24Q: 3 clusters Score -1.894116e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140210 members 
Mstep: Class 2 contains 111806 members 
Entering Unmasked Estep 
Score: -18941214.000000 Penalty: 6168.875000
	Iteration 25Q: 3 clusters Score -1.894121e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139616 members 
Mstep: Class 2 contains 112400 members 
Entering Unmasked Estep 
Score: -18941226.000000 Penalty: 6168.875000
	Iteration 26Q: 3 clusters Score -1.894123e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138998 members 
Mstep: Class 2 contains 113018 members 
Entering Unmasked Estep 
Score: -18941308.000000 Penalty: 6168.875000
	Iteration 27Q: 3 clusters Score -1.894131e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138271 members 
Mstep: Class 2 contains 113745 members 
Entering Unmasked Estep 
Score: -18941406.000000 Penalty: 6168.875000
	Iteration 28Q: 3 clusters Score -1.894141e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137470 members 
Mstep: Class 2 contains 114546 members 
Entering Unmasked Estep 
Score: -18941520.000000 Penalty: 6168.875000
	Iteration 29Q: 3 clusters Score -1.894152e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136580 members 
Mstep: Class 2 contains 115436 members 
Entering Unmasked Estep 
Score: -18941644.000000 Penalty: 6168.875000
	Iteration 30Q: 3 clusters Score -1.894164e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135594 members 
Mstep: Class 2 contains 116422 members 
Entering Unmasked Estep 
Score: -18941766.000000 Penalty: 6168.875000
	Iteration 31Q: 3 clusters Score -1.894177e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134564 members 
Mstep: Class 2 contains 117452 members 
Entering Unmasked Estep 
Score: -18941990.000000 Penalty: 6168.875000
	Iteration 32Q: 3 clusters Score -1.894199e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133430 members 
Mstep: Class 2 contains 118586 members 
Entering Unmasked Estep 
Score: -18942100.000000 Penalty: 6168.875000
	Iteration 33Q: 3 clusters Score -1.89421e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132170 members 
Mstep: Class 2 contains 119846 members 
Entering Unmasked Estep 
Score: -18942270.000000 Penalty: 6168.875000
	Iteration 34Q: 3 clusters Score -1.894227e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130806 members 
Mstep: Class 2 contains 121210 members 
Entering Unmasked Estep 
Score: -18942560.000000 Penalty: 6168.875000
	Iteration 35Q: 3 clusters Score -1.894256e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129299 members 
Mstep: Class 2 contains 122717 members 
Entering Unmasked Estep 
Score: -18942930.000000 Penalty: 6168.875000
	Iteration 36Q: 3 clusters Score -1.894293e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127617 members 
Mstep: Class 2 contains 124399 members 
Entering Unmasked Estep 
Score: -18943340.000000 Penalty: 6168.875000
	Iteration 37Q: 3 clusters Score -1.894334e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125847 members 
Mstep: Class 2 contains 126169 members 
Entering Unmasked Estep 
Score: -18943866.000000 Penalty: 6168.875000
	Iteration 38Q: 3 clusters Score -1.894387e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123972 members 
Mstep: Class 2 contains 128044 members 
Entering Unmasked Estep 
Score: -18944512.000000 Penalty: 6168.875000
	Iteration 39Q: 3 clusters Score -1.894451e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121960 members 
Mstep: Class 2 contains 130056 members 
Entering Unmasked Estep 
Score: -18944972.000000 Penalty: 6168.875000
	Iteration 40F: 3 clusters Score -1.894497e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119933 members 
Mstep: Class 2 contains 132083 members 
Entering Unmasked Estep 
Score: -18945430.000000 Penalty: 6168.875000
	Iteration 41Q: 3 clusters Score -1.894543e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117960 members 
Mstep: Class 2 contains 134056 members 
Entering Unmasked Estep 
Score: -18945794.000000 Penalty: 6168.875000
	Iteration 42Q: 3 clusters Score -1.894579e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116019 members 
Mstep: Class 2 contains 135997 members 
Entering Unmasked Estep 
Score: -18946174.000000 Penalty: 6168.875000
	Iteration 43Q: 3 clusters Score -1.894617e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114144 members 
Mstep: Class 2 contains 137872 members 
Entering Unmasked Estep 
Score: -18946632.000000 Penalty: 6168.875000
	Iteration 44Q: 3 clusters Score -1.894663e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112420 members 
Mstep: Class 2 contains 139596 members 
Entering Unmasked Estep 
Score: -18947068.000000 Penalty: 6168.875000
	Iteration 45Q: 3 clusters Score -1.894707e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110750 members 
Mstep: Class 2 contains 141266 members 
Entering Unmasked Estep 
Score: -18947460.000000 Penalty: 6168.875000
	Iteration 46Q: 3 clusters Score -1.894746e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109222 members 
Mstep: Class 2 contains 142794 members 
Entering Unmasked Estep 
Score: -18947760.000000 Penalty: 6168.875000
	Iteration 47Q: 3 clusters Score -1.894776e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107820 members 
Mstep: Class 2 contains 144196 members 
Entering Unmasked Estep 
Score: -18948106.000000 Penalty: 6168.875000
	Iteration 48Q: 3 clusters Score -1.894811e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106504 members 
Mstep: Class 2 contains 145512 members 
Entering Unmasked Estep 
Score: -18948332.000000 Penalty: 6168.875000
	Iteration 49Q: 3 clusters Score -1.894833e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105306 members 
Mstep: Class 2 contains 146710 members 
Entering Unmasked Estep 
Score: -18948524.000000 Penalty: 6168.875000
	Iteration 50Q: 3 clusters Score -1.894852e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104227 members 
Mstep: Class 2 contains 147789 members 
Entering Unmasked Estep 
Score: -18948608.000000 Penalty: 6168.875000
	Iteration 51Q: 3 clusters Score -1.894861e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103238 members 
Mstep: Class 2 contains 148778 members 
Entering Unmasked Estep 
Score: -18948638.000000 Penalty: 6168.875000
	Iteration 52Q: 3 clusters Score -1.894864e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102366 members 
Mstep: Class 2 contains 149650 members 
Entering Unmasked Estep 
Score: -18948722.000000 Penalty: 6168.875000
	Iteration 53Q: 3 clusters Score -1.894872e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101592 members 
Mstep: Class 2 contains 150424 members 
Entering Unmasked Estep 
Score: -18948792.000000 Penalty: 6168.875000
	Iteration 54Q: 3 clusters Score -1.894879e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100918 members 
Mstep: Class 2 contains 151098 members 
Entering Unmasked Estep 
Score: -18948846.000000 Penalty: 6168.875000
	Iteration 55Q: 3 clusters Score -1.894885e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100332 members 
Mstep: Class 2 contains 151684 members 
Entering Unmasked Estep 
Score: -18948844.000000 Penalty: 6168.875000
	Iteration 56Q: 3 clusters Score -1.894884e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99847 members 
Mstep: Class 2 contains 152169 members 
Entering Unmasked Estep 
Score: -18948894.000000 Penalty: 6168.875000
	Iteration 57Q: 3 clusters Score -1.894889e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99447 members 
Mstep: Class 2 contains 152569 members 
Entering Unmasked Estep 
Score: -18948884.000000 Penalty: 6168.875000
	Iteration 58Q: 3 clusters Score -1.894888e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99072 members 
Mstep: Class 2 contains 152944 members 
Entering Unmasked Estep 
Score: -18948840.000000 Penalty: 6168.875000
	Iteration 59Q: 3 clusters Score -1.894884e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98745 members 
Mstep: Class 2 contains 153271 members 
Entering Unmasked Estep 
Score: -18948842.000000 Penalty: 6168.875000
	Iteration 60F: 3 clusters Score -1.894884e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98469 members 
Mstep: Class 2 contains 153547 members 
Entering Unmasked Estep 
Score: -18948764.000000 Penalty: 6168.875000
	Iteration 61Q: 3 clusters Score -1.894876e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98221 members 
Mstep: Class 2 contains 153795 members 
Entering Unmasked Estep 
Score: -18948794.000000 Penalty: 6168.875000
	Iteration 62Q: 3 clusters Score -1.894879e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98020 members 
Mstep: Class 2 contains 153996 members 
Entering Unmasked Estep 
Score: -18948824.000000 Penalty: 6168.875000
	Iteration 63Q: 3 clusters Score -1.894882e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97857 members 
Mstep: Class 2 contains 154159 members 
Entering Unmasked Estep 
Score: -18948832.000000 Penalty: 6168.875000
	Iteration 64Q: 3 clusters Score -1.894883e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97702 members 
Mstep: Class 2 contains 154314 members 
Entering Unmasked Estep 
Score: -18948850.000000 Penalty: 6168.875000
	Iteration 65Q: 3 clusters Score -1.894885e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97575 members 
Mstep: Class 2 contains 154441 members 
Entering Unmasked Estep 
Score: -18948880.000000 Penalty: 6168.875000
	Iteration 66Q: 3 clusters Score -1.894888e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97457 members 
Mstep: Class 2 contains 154559 members 
Entering Unmasked Estep 
Score: -18948930.000000 Penalty: 6168.875000
	Iteration 67Q: 3 clusters Score -1.894893e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97371 members 
Mstep: Class 2 contains 154645 members 
Entering Unmasked Estep 
Score: -18948938.000000 Penalty: 6168.875000
	Iteration 68Q: 3 clusters Score -1.894894e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97286 members 
Mstep: Class 2 contains 154730 members 
Entering Unmasked Estep 
Score: -18948904.000000 Penalty: 6168.875000
	Iteration 69Q: 3 clusters Score -1.89489e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97221 members 
Mstep: Class 2 contains 154795 members 
Entering Unmasked Estep 
Score: -18948892.000000 Penalty: 6168.875000
	Iteration 70Q: 3 clusters Score -1.894889e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97172 members 
Mstep: Class 2 contains 154844 members 
Entering Unmasked Estep 
Score: -18948896.000000 Penalty: 6168.875000
	Iteration 71Q: 3 clusters Score -1.89489e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97126 members 
Mstep: Class 2 contains 154890 members 
Entering Unmasked Estep 
Score: -18948896.000000 Penalty: 6168.875000
	Iteration 72Q: 3 clusters Score -1.89489e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97069 members 
Mstep: Class 2 contains 154947 members 
Entering Unmasked Estep 
Score: -18948898.000000 Penalty: 6168.875000
	Iteration 73Q: 3 clusters Score -1.89489e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97029 members 
Mstep: Class 2 contains 154987 members 
Entering Unmasked Estep 
Score: -18948918.000000 Penalty: 6168.875000
	Iteration 74Q: 3 clusters Score -1.894892e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96997 members 
Mstep: Class 2 contains 155019 members 
Entering Unmasked Estep 
Score: -18948898.000000 Penalty: 6168.875000
	Iteration 75Q: 3 clusters Score -1.89489e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96967 members 
Mstep: Class 2 contains 155049 members 
Entering Unmasked Estep 
Score: -18948880.000000 Penalty: 6168.875000
	Iteration 76Q: 3 clusters Score -1.894888e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96943 members 
Mstep: Class 2 contains 155073 members 
Entering Unmasked Estep 
Score: -18948886.000000 Penalty: 6168.875000
	Iteration 77Q: 3 clusters Score -1.894889e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96928 members 
Mstep: Class 2 contains 155088 members 
Entering Unmasked Estep 
Score: -18948874.000000 Penalty: 6168.875000
	Iteration 78Q: 3 clusters Score -1.894887e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96914 members 
Mstep: Class 2 contains 155102 members 
Entering Unmasked Estep 
Score: -18948872.000000 Penalty: 6168.875000
	Iteration 79Q: 3 clusters Score -1.894887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96905 members 
Mstep: Class 2 contains 155111 members 
Entering Unmasked Estep 
Score: -18948874.000000 Penalty: 6168.875000
	Iteration 80F: 3 clusters Score -1.894887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96900 members 
Mstep: Class 2 contains 155116 members 
Entering Unmasked Estep 
Score: -18948872.000000 Penalty: 6168.875000
	Iteration 81Q: 3 clusters Score -1.894887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96895 members 
Mstep: Class 2 contains 155121 members 
Entering Unmasked Estep 
Score: -18948872.000000 Penalty: 6168.875000
	Iteration 82Q: 3 clusters Score -1.894887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96891 members 
Mstep: Class 2 contains 155125 members 
Entering Unmasked Estep 
Score: -18948880.000000 Penalty: 6168.875000
	Iteration 83Q: 3 clusters Score -1.894888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96886 members 
Mstep: Class 2 contains 155130 members 
Entering Unmasked Estep 
Score: -18948882.000000 Penalty: 6168.875000
	Iteration 84Q: 3 clusters Score -1.894888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96879 members 
Mstep: Class 2 contains 155137 members 
Entering Unmasked Estep 
Score: -18948878.000000 Penalty: 6168.875000
	Iteration 85Q: 3 clusters Score -1.894888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96875 members 
Mstep: Class 2 contains 155141 members 
Entering Unmasked Estep 
Score: -18948874.000000 Penalty: 6168.875000
	Iteration 86Q: 3 clusters Score -1.894887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96871 members 
Mstep: Class 2 contains 155145 members 
Entering Unmasked Estep 
Score: -18948866.000000 Penalty: 6168.875000
	Iteration 87Q: 3 clusters Score -1.894887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96867 members 
Mstep: Class 2 contains 155149 members 
Entering Unmasked Estep 
Score: -18948874.000000 Penalty: 6168.875000
	Iteration 88Q: 3 clusters Score -1.894887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96858 members 
Mstep: Class 2 contains 155158 members 
Entering Unmasked Estep 
Score: -18948888.000000 Penalty: 6168.875000
	Iteration 89Q: 3 clusters Score -1.894889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96853 members 
Mstep: Class 2 contains 155163 members 
Entering Unmasked Estep 
Score: -18948888.000000 Penalty: 6168.875000
	Iteration 90Q: 3 clusters Score -1.894889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96847 members 
Mstep: Class 2 contains 155169 members 
Entering Unmasked Estep 
Score: -18948896.000000 Penalty: 6168.875000
	Iteration 91Q: 3 clusters Score -1.89489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96839 members 
Mstep: Class 2 contains 155177 members 
Entering Unmasked Estep 
Score: -18948890.000000 Penalty: 6168.875000
	Iteration 92Q: 3 clusters Score -1.894889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96834 members 
Mstep: Class 2 contains 155182 members 
Entering Unmasked Estep 
Score: -18948890.000000 Penalty: 6168.875000
	Iteration 93Q: 3 clusters Score -1.894889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96831 members 
Mstep: Class 2 contains 155185 members 
Entering Unmasked Estep 
Score: -18948892.000000 Penalty: 6168.875000
	Iteration 94Q: 3 clusters Score -1.894889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96824 members 
Mstep: Class 2 contains 155192 members 
Entering Unmasked Estep 
Score: -18948872.000000 Penalty: 6168.875000
	Iteration 95Q: 3 clusters Score -1.894887e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96817 members 
Mstep: Class 2 contains 155199 members 
Entering Unmasked Estep 
Score: -18948874.000000 Penalty: 6168.875000
	Iteration 96Q: 3 clusters Score -1.894887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96812 members 
Mstep: Class 2 contains 155204 members 
Entering Unmasked Estep 
Score: -18948886.000000 Penalty: 6168.875000
	Iteration 97Q: 3 clusters Score -1.894889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96809 members 
Mstep: Class 2 contains 155207 members 
Entering Unmasked Estep 
Score: -18948882.000000 Penalty: 6168.875000
	Iteration 98Q: 3 clusters Score -1.894888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96808 members 
Mstep: Class 2 contains 155208 members 
Entering Unmasked Estep 
Score: -18948882.000000 Penalty: 6168.875000
	Iteration 99Q: 3 clusters Score -1.894888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96807 members 
Mstep: Class 2 contains 155209 members 
Entering Unmasked Estep 
Score: -18948880.000000 Penalty: 6168.875000
	Iteration 100F: 3 clusters Score -1.894888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 26733 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 223619 members 
Mstep: Class 7 contains 186973 members 
Mstep: Class 8 contains 207943 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 34891 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 14097 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 51322 members 
Mstep: Class 15 contains 4641 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 11796 members 
Mstep: Class 18 contains 7285 members 
Mstep: Class 19 contains 156739 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 4301 members 
Mstep: Class 22 contains 1202 members 
Mstep: Class 23 contains 96807 members 
Mstep: Class 24 contains 14950 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 3735 members 
Mstep: Class 27 contains 19061 members 
Mstep: Class 28 contains 5043 members 
Mstep: Class 29 contains 5975 members 
Mstep: Class 30 contains 3428 members 
Mstep: Class 31 contains 35615 members 
Mstep: Class 32 contains 4662 members 
Mstep: Class 33 contains 4545 members 
Mstep: Class 34 contains 11340 members 
Mstep: Class 35 contains 5859 members 
Mstep: Class 36 contains 11399 members 
Mstep: Class 37 contains 1630 members 
Mstep: Class 38 contains 15989 members 
Mstep: Class 39 contains 2276 members 
Mstep: Class 40 contains 33392 members 
Mstep: Class 41 contains 1356 members 
Mstep: Class 42 contains 155209 members 
Entering Unmasked Estep 
Score: -102252384.000000 Penalty: 147525.546875
Splitting cluster 23 changes total score from -102234872.000000 to -102252384.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 24 (14950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Entering Unmasked Estep 
Score: -1073709.625000 Penalty: 2383.891846
	Iteration 0F: 2 clusters Score -1073710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1062793.250000 Penalty: 4767.783691
	Iteration 0F: 3 clusters Score -1062793 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1067409.500000 Penalty: 4767.783691
	Iteration 1F: 3 clusters Score -1067410 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1069589.500000 Penalty: 4767.783691
	Iteration 2F: 3 clusters Score -1069590 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1071175.000000 Penalty: 4767.783691
	Iteration 3F: 3 clusters Score -1071175 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1072384.125000 Penalty: 4767.783691
	Iteration 4F: 3 clusters Score -1072384 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1073296.625000 Penalty: 4767.783691
	Iteration 5F: 3 clusters Score -1073297 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1073820.125000 Penalty: 4767.783691
	Iteration 6F: 3 clusters Score -1073820 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1074056.250000 Penalty: 4767.783691
	Iteration 7Q: 3 clusters Score -1074056 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1074155.250000 Penalty: 4767.783691
	Iteration 8Q: 3 clusters Score -1074155 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1074200.625000 Penalty: 4767.783691
	Iteration 9Q: 3 clusters Score -1074201 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1074227.625000 Penalty: 4767.783691
	Iteration 10Q: 3 clusters Score -1074228 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1074248.625000 Penalty: 4767.783691
	Iteration 11Q: 3 clusters Score -1074249 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1074257.625000 Penalty: 4767.783691
	Iteration 12Q: 3 clusters Score -1074258 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1074267.625000 Penalty: 4767.783691
	Iteration 13Q: 3 clusters Score -1074268 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1074272.500000 Penalty: 4767.783691
	Iteration 14Q: 3 clusters Score -1074272 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1074281.000000 Penalty: 4767.783691
	Iteration 15Q: 3 clusters Score -1074281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1074284.125000 Penalty: 4767.783691
	Iteration 16Q: 3 clusters Score -1074284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1074292.000000 Penalty: 4767.783691
	Iteration 17Q: 3 clusters Score -1074292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1074298.375000 Penalty: 4767.783691
	Iteration 18Q: 3 clusters Score -1074298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1074304.375000 Penalty: 4767.783691
	Iteration 19Q: 3 clusters Score -1074304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1074308.125000 Penalty: 4767.783691
	Iteration 20F: 3 clusters Score -1074308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1074311.625000 Penalty: 4767.783691
	Iteration 21Q: 3 clusters Score -1074312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1074315.625000 Penalty: 4767.783691
	Iteration 22Q: 3 clusters Score -1074316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1074318.500000 Penalty: 4767.783691
	Iteration 23Q: 3 clusters Score -1074318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1074323.125000 Penalty: 4767.783691
	Iteration 24Q: 3 clusters Score -1074323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1074330.625000 Penalty: 4767.783691
	Iteration 25Q: 3 clusters Score -1074331 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1074338.375000 Penalty: 4767.783691
	Iteration 26Q: 3 clusters Score -1074338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1074349.375000 Penalty: 4767.783691
	Iteration 27Q: 3 clusters Score -1074349 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1074357.000000 Penalty: 4767.783691
	Iteration 28Q: 3 clusters Score -1074357 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1074371.875000 Penalty: 4767.783691
	Iteration 29Q: 3 clusters Score -1074372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1074394.375000 Penalty: 4767.783691
	Iteration 30Q: 3 clusters Score -1074394 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1074431.375000 Penalty: 4767.783691
	Iteration 31Q: 3 clusters Score -1074431 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1074494.250000 Penalty: 4767.783691
	Iteration 32Q: 3 clusters Score -1074494 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1074576.375000 Penalty: 4767.783691
	Iteration 33Q: 3 clusters Score -1074576 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1074687.250000 Penalty: 4767.783691
	Iteration 34Q: 3 clusters Score -1074687 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1074776.625000 Penalty: 4767.783691
	Iteration 35Q: 3 clusters Score -1074777 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1074832.500000 Penalty: 4767.783691
	Iteration 36Q: 3 clusters Score -1074832 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1074876.125000 Penalty: 4767.783691
	Iteration 37Q: 3 clusters Score -1074876 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1074907.250000 Penalty: 4767.783691
	Iteration 38Q: 3 clusters Score -1074907 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1074920.875000 Penalty: 4767.783691
	Iteration 39Q: 3 clusters Score -1074921 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1074930.125000 Penalty: 4767.783691
	Iteration 40F: 3 clusters Score -1074930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1074940.875000 Penalty: 4767.783691
	Iteration 41Q: 3 clusters Score -1074941 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1074944.625000 Penalty: 4767.783691
	Iteration 42Q: 3 clusters Score -1074945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1074945.500000 Penalty: 4767.783691
	Iteration 43Q: 3 clusters Score -1074946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1074949.250000 Penalty: 4767.783691
	Iteration 44Q: 3 clusters Score -1074949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1074949.625000 Penalty: 4767.783691
	Iteration 45Q: 3 clusters Score -1074950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1074951.250000 Penalty: 4767.783691
	Iteration 46Q: 3 clusters Score -1074951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1074953.000000 Penalty: 4767.783691
	Iteration 47Q: 3 clusters Score -1074953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1074954.750000 Penalty: 4767.783691
	Iteration 48Q: 3 clusters Score -1074955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1074954.750000 Penalty: 4767.783691
	Iteration 49Q: 3 clusters Score -1074955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1074956.375000 Penalty: 4767.783691
	Iteration 50Q: 3 clusters Score -1074956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1074957.000000 Penalty: 4767.783691
	Iteration 51Q: 3 clusters Score -1074957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1074956.875000 Penalty: 4767.783691
	Iteration 52Q: 3 clusters Score -1074957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1074959.500000 Penalty: 4767.783691
	Iteration 53Q: 3 clusters Score -1074960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1074959.875000 Penalty: 4767.783691
	Iteration 54Q: 3 clusters Score -1074960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1074958.625000 Penalty: 4767.783691
	Iteration 55Q: 3 clusters Score -1074959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1074958.625000 Penalty: 4767.783691
	Iteration 56F: 3 clusters Score -1074959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 26733 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 223619 members 
Mstep: Class 7 contains 186973 members 
Mstep: Class 8 contains 207943 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 34891 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 14097 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 51322 members 
Mstep: Class 15 contains 4641 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 11796 members 
Mstep: Class 18 contains 7285 members 
Mstep: Class 19 contains 156739 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 4301 members 
Mstep: Class 22 contains 1202 members 
Mstep: Class 23 contains 96807 members 
Mstep: Class 24 contains 11194 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 3735 members 
Mstep: Class 27 contains 19061 members 
Mstep: Class 28 contains 5043 members 
Mstep: Class 29 contains 5975 members 
Mstep: Class 30 contains 3428 members 
Mstep: Class 31 contains 35615 members 
Mstep: Class 32 contains 4662 members 
Mstep: Class 33 contains 4545 members 
Mstep: Class 34 contains 11340 members 
Mstep: Class 35 contains 5859 members 
Mstep: Class 36 contains 11399 members 
Mstep: Class 37 contains 1630 members 
Mstep: Class 38 contains 15989 members 
Mstep: Class 39 contains 2276 members 
Mstep: Class 40 contains 33392 members 
Mstep: Class 41 contains 1356 members 
Mstep: Class 42 contains 155209 members 
Mstep: Class 43 contains 3756 members 
Entering Unmasked Estep 
Score: -102252456.000000 Penalty: 151038.062500
Splitting cluster 24 changes total score from -102234872.000000 to -102252456.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 25 (2971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Entering Unmasked Estep 
Score: -197140.156250 Penalty: 1983.170166
	Iteration 0F: 2 clusters Score -197140.2 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 1490 members 
Entering Unmasked Estep 
Score: -193886.312500 Penalty: 3966.340332
	Iteration 0F: 3 clusters Score -193886.3 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -194770.281250 Penalty: 3966.340332
	Iteration 1F: 3 clusters Score -194770.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -195138.062500 Penalty: 3966.340332
	Iteration 2F: 3 clusters Score -195138.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -195507.421875 Penalty: 3966.340332
	Iteration 3F: 3 clusters Score -195507.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -195841.687500 Penalty: 3966.340332
	Iteration 4F: 3 clusters Score -195841.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -196048.875000 Penalty: 3966.340332
	Iteration 5F: 3 clusters Score -196048.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -196150.593750 Penalty: 3966.340332
	Iteration 6Q: 3 clusters Score -196150.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -196239.750000 Penalty: 3966.340332
	Iteration 7Q: 3 clusters Score -196239.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -196295.046875 Penalty: 3966.340332
	Iteration 8Q: 3 clusters Score -196295 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -196330.578125 Penalty: 3966.340332
	Iteration 9Q: 3 clusters Score -196330.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -196350.187500 Penalty: 3966.340332
	Iteration 10Q: 3 clusters Score -196350.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -196360.015625 Penalty: 3966.340332
	Iteration 11Q: 3 clusters Score -196360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -196366.421875 Penalty: 3966.340332
	Iteration 12Q: 3 clusters Score -196366.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -196368.281250 Penalty: 3966.340332
	Iteration 13Q: 3 clusters Score -196368.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -196369.625000 Penalty: 3966.340332
	Iteration 14Q: 3 clusters Score -196369.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -196370.906250 Penalty: 3966.340332
	Iteration 15Q: 3 clusters Score -196370.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -196371.421875 Penalty: 3966.340332
	Iteration 16Q: 3 clusters Score -196371.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -196371.968750 Penalty: 3966.340332
	Iteration 17Q: 3 clusters Score -196372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -196373.828125 Penalty: 3966.340332
	Iteration 18Q: 3 clusters Score -196373.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -196374.984375 Penalty: 3966.340332
	Iteration 19Q: 3 clusters Score -196375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -196375.468750 Penalty: 3966.340332
	Iteration 20F: 3 clusters Score -196375.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -196376.656250 Penalty: 3966.340332
	Iteration 21Q: 3 clusters Score -196376.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -196377.312500 Penalty: 3966.340332
	Iteration 22Q: 3 clusters Score -196377.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -196377.609375 Penalty: 3966.340332
	Iteration 23Q: 3 clusters Score -196377.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -196377.609375 Penalty: 3966.340332
	Iteration 24F: 3 clusters Score -196377.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Entering Unmasked Estep 
Score: -268614.843750 Penalty: 2039.924683
	Iteration 0F: 2 clusters Score -268614.8 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 1846 members 
Entering Unmasked Estep 
Score: -264930.156250 Penalty: 4079.849365
	Iteration 0F: 3 clusters Score -264930.2 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -265789.281250 Penalty: 4079.849365
	Iteration 1F: 3 clusters Score -265789.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -266074.656250 Penalty: 4079.849365
	Iteration 2F: 3 clusters Score -266074.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -266356.281250 Penalty: 4079.849365
	Iteration 3F: 3 clusters Score -266356.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -266635.593750 Penalty: 4079.849365
	Iteration 4F: 3 clusters Score -266635.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -267032.531250 Penalty: 4079.849365
	Iteration 5F: 3 clusters Score -267032.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -267483.250000 Penalty: 4079.849365
	Iteration 6F: 3 clusters Score -267483.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -267919.968750 Penalty: 4079.849365
	Iteration 7F: 3 clusters Score -267920 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -268299.781250 Penalty: 4079.849365
	Iteration 8F: 3 clusters Score -268299.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -268570.375000 Penalty: 4079.849365
	Iteration 9Q: 3 clusters Score -268570.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -268706.187500 Penalty: 4079.849365
	Iteration 10Q: 3 clusters Score -268706.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -268800.968750 Penalty: 4079.849365
	Iteration 11Q: 3 clusters Score -268801 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -268902.187500 Penalty: 4079.849365
	Iteration 12Q: 3 clusters Score -268902.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -269185.468750 Penalty: 4079.849365
	Iteration 13Q: 3 clusters Score -269185.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -270130.093750 Penalty: 4079.849365
	Iteration 14Q: 3 clusters Score -270130.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -270739.812500 Penalty: 4079.849365
	Iteration 15Q: 3 clusters Score -270739.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -270785.125000 Penalty: 4079.849365
	Iteration 16Q: 3 clusters Score -270785.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -270797.250000 Penalty: 4079.849365
	Iteration 17Q: 3 clusters Score -270797.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -270803.125000 Penalty: 4079.849365
	Iteration 18Q: 3 clusters Score -270803.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -270806.406250 Penalty: 4079.849365
	Iteration 19Q: 3 clusters Score -270806.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -270811.031250 Penalty: 4079.849365
	Iteration 20F: 3 clusters Score -270811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -270813.281250 Penalty: 4079.849365
	Iteration 21Q: 3 clusters Score -270813.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -270815.906250 Penalty: 4079.849365
	Iteration 22Q: 3 clusters Score -270815.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -270817.437500 Penalty: 4079.849365
	Iteration 23Q: 3 clusters Score -270817.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -270818.312500 Penalty: 4079.849365
	Iteration 24Q: 3 clusters Score -270818.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -270818.312500 Penalty: 4079.849365
	Iteration 25Q: 3 clusters Score -270818.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -270818.750000 Penalty: 4079.849365
	Iteration 26Q: 3 clusters Score -270818.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -270818.750000 Penalty: 4079.849365
	Iteration 27F: 3 clusters Score -270818.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 26733 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 223619 members 
Mstep: Class 7 contains 186973 members 
Mstep: Class 8 contains 207943 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 34891 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 14097 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 51322 members 
Mstep: Class 15 contains 4641 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 11796 members 
Mstep: Class 18 contains 7285 members 
Mstep: Class 19 contains 156739 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 4301 members 
Mstep: Class 22 contains 1202 members 
Mstep: Class 23 contains 96807 members 
Mstep: Class 24 contains 11194 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 2055 members 
Mstep: Class 27 contains 19061 members 
Mstep: Class 28 contains 5043 members 
Mstep: Class 29 contains 5975 members 
Mstep: Class 30 contains 3428 members 
Mstep: Class 31 contains 35615 members 
Mstep: Class 32 contains 4662 members 
Mstep: Class 33 contains 4545 members 
Mstep: Class 34 contains 11340 members 
Mstep: Class 35 contains 5859 members 
Mstep: Class 36 contains 11399 members 
Mstep: Class 37 contains 1630 members 
Mstep: Class 38 contains 15989 members 
Mstep: Class 39 contains 2276 members 
Mstep: Class 40 contains 33392 members 
Mstep: Class 41 contains 1356 members 
Mstep: Class 42 contains 155209 members 
Mstep: Class 43 contains 3756 members 
Mstep: Class 44 contains 1680 members 
Entering Unmasked Estep 
Score: -102253360.000000 Penalty: 154550.578125
Splitting cluster 26 changes total score from -102234872.000000 to -102253360.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 27 (19061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Entering Unmasked Estep 
Score: -1248368.125000 Penalty: 2444.139160
	Iteration 0F: 2 clusters Score -1248368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1234860.500000 Penalty: 4888.278320
	Iteration 0F: 3 clusters Score -1234860 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1239604.875000 Penalty: 4888.278320
	Iteration 1F: 3 clusters Score -1239605 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1240320.875000 Penalty: 4888.278320
	Iteration 2F: 3 clusters Score -1240321 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1241009.500000 Penalty: 4888.278320
	Iteration 3F: 3 clusters Score -1241010 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1241644.750000 Penalty: 4888.278320
	Iteration 4F: 3 clusters Score -1241645 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1242247.125000 Penalty: 4888.278320
	Iteration 5F: 3 clusters Score -1242247 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1242909.125000 Penalty: 4888.278320
	Iteration 6F: 3 clusters Score -1242909 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1243635.875000 Penalty: 4888.278320
	Iteration 7F: 3 clusters Score -1243636 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1244352.750000 Penalty: 4888.278320
	Iteration 8F: 3 clusters Score -1244353 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1244935.375000 Penalty: 4888.278320
	Iteration 9Q: 3 clusters Score -1244935 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1245409.000000 Penalty: 4888.278320
	Iteration 10Q: 3 clusters Score -1245409 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1245772.750000 Penalty: 4888.278320
	Iteration 11Q: 3 clusters Score -1245773 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1245985.000000 Penalty: 4888.278320
	Iteration 12Q: 3 clusters Score -1245985 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1246153.250000 Penalty: 4888.278320
	Iteration 13Q: 3 clusters Score -1246153 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1246281.000000 Penalty: 4888.278320
	Iteration 14Q: 3 clusters Score -1246281 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1246402.000000 Penalty: 4888.278320
	Iteration 15Q: 3 clusters Score -1246402 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1246506.500000 Penalty: 4888.278320
	Iteration 16Q: 3 clusters Score -1246506 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1246589.875000 Penalty: 4888.278320
	Iteration 17Q: 3 clusters Score -1246590 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1246647.625000 Penalty: 4888.278320
	Iteration 18Q: 3 clusters Score -1246648 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1246684.250000 Penalty: 4888.278320
	Iteration 19Q: 3 clusters Score -1246684 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1246720.375000 Penalty: 4888.278320
	Iteration 20F: 3 clusters Score -1246720 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1246743.000000 Penalty: 4888.278320
	Iteration 21Q: 3 clusters Score -1246743 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1246761.125000 Penalty: 4888.278320
	Iteration 22Q: 3 clusters Score -1246761 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1246778.250000 Penalty: 4888.278320
	Iteration 23Q: 3 clusters Score -1246778 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1246787.875000 Penalty: 4888.278320
	Iteration 24Q: 3 clusters Score -1246788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1246797.250000 Penalty: 4888.278320
	Iteration 25Q: 3 clusters Score -1246797 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1246804.000000 Penalty: 4888.278320
	Iteration 26Q: 3 clusters Score -1246804 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1246817.625000 Penalty: 4888.278320
	Iteration 27Q: 3 clusters Score -1246818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1246827.125000 Penalty: 4888.278320
	Iteration 28Q: 3 clusters Score -1246827 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1246832.625000 Penalty: 4888.278320
	Iteration 29Q: 3 clusters Score -1246833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1246838.250000 Penalty: 4888.278320
	Iteration 30Q: 3 clusters Score -1246838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1246842.875000 Penalty: 4888.278320
	Iteration 31Q: 3 clusters Score -1246843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1246848.250000 Penalty: 4888.278320
	Iteration 32Q: 3 clusters Score -1246848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1246850.875000 Penalty: 4888.278320
	Iteration 33Q: 3 clusters Score -1246851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1246857.375000 Penalty: 4888.278320
	Iteration 34Q: 3 clusters Score -1246857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1246861.500000 Penalty: 4888.278320
	Iteration 35Q: 3 clusters Score -1246862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1246863.000000 Penalty: 4888.278320
	Iteration 36Q: 3 clusters Score -1246863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1246869.000000 Penalty: 4888.278320
	Iteration 37Q: 3 clusters Score -1246869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1246871.500000 Penalty: 4888.278320
	Iteration 38Q: 3 clusters Score -1246872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1246873.125000 Penalty: 4888.278320
	Iteration 39Q: 3 clusters Score -1246873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1246871.625000 Penalty: 4888.278320
	Iteration 40F: 3 clusters Score -1246872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1246873.375000 Penalty: 4888.278320
	Iteration 41Q: 3 clusters Score -1246873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1246873.875000 Penalty: 4888.278320
	Iteration 42Q: 3 clusters Score -1246874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1246875.250000 Penalty: 4888.278320
	Iteration 43Q: 3 clusters Score -1246875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1246880.375000 Penalty: 4888.278320
	Iteration 44Q: 3 clusters Score -1246880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1246880.250000 Penalty: 4888.278320
	Iteration 45Q: 3 clusters Score -1246880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1246879.250000 Penalty: 4888.278320
	Iteration 46Q: 3 clusters Score -1246879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1246881.000000 Penalty: 4888.278320
	Iteration 47Q: 3 clusters Score -1246881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1246877.250000 Penalty: 4888.278320
	Iteration 48Q: 3 clusters Score -1246877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1246880.250000 Penalty: 4888.278320
	Iteration 49Q: 3 clusters Score -1246880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1246884.500000 Penalty: 4888.278320
	Iteration 50Q: 3 clusters Score -1246884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1246883.125000 Penalty: 4888.278320
	Iteration 51Q: 3 clusters Score -1246883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1246883.375000 Penalty: 4888.278320
	Iteration 52Q: 3 clusters Score -1246883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1246882.500000 Penalty: 4888.278320
	Iteration 53Q: 3 clusters Score -1246882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1246882.500000 Penalty: 4888.278320
	Iteration 54F: 3 clusters Score -1246882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Entering Unmasked Estep 
Score: -353961.687500 Penalty: 2114.387695
	Iteration 0F: 2 clusters Score -353961.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -349443.281250 Penalty: 4228.775391
	Iteration 0F: 3 clusters Score -349443.3 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -350600.156250 Penalty: 4228.775391
	Iteration 1F: 3 clusters Score -350600.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -351028.187500 Penalty: 4228.775391
	Iteration 2F: 3 clusters Score -351028.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -351512.000000 Penalty: 4228.775391
	Iteration 3F: 3 clusters Score -351512 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -352005.875000 Penalty: 4228.775391
	Iteration 4F: 3 clusters Score -352005.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -352483.937500 Penalty: 4228.775391
	Iteration 5F: 3 clusters Score -352483.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -352984.218750 Penalty: 4228.775391
	Iteration 6F: 3 clusters Score -352984.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -353473.750000 Penalty: 4228.775391
	Iteration 7F: 3 clusters Score -353473.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -353889.406250 Penalty: 4228.775391
	Iteration 8F: 3 clusters Score -353889.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -354171.406250 Penalty: 4228.775391
	Iteration 9Q: 3 clusters Score -354171.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -354387.593750 Penalty: 4228.775391
	Iteration 10Q: 3 clusters Score -354387.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -354493.593750 Penalty: 4228.775391
	Iteration 11Q: 3 clusters Score -354493.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -354613.906250 Penalty: 4228.775391
	Iteration 12Q: 3 clusters Score -354613.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -354832.500000 Penalty: 4228.775391
	Iteration 13Q: 3 clusters Score -354832.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -355146.562500 Penalty: 4228.775391
	Iteration 14Q: 3 clusters Score -355146.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -355274.906250 Penalty: 4228.775391
	Iteration 15Q: 3 clusters Score -355274.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -355302.093750 Penalty: 4228.775391
	Iteration 16Q: 3 clusters Score -355302.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -355314.312500 Penalty: 4228.775391
	Iteration 17Q: 3 clusters Score -355314.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -355323.718750 Penalty: 4228.775391
	Iteration 18Q: 3 clusters Score -355323.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -355332.562500 Penalty: 4228.775391
	Iteration 19Q: 3 clusters Score -355332.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -355343.500000 Penalty: 4228.775391
	Iteration 20F: 3 clusters Score -355343.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -355350.062500 Penalty: 4228.775391
	Iteration 21Q: 3 clusters Score -355350.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -355356.343750 Penalty: 4228.775391
	Iteration 22Q: 3 clusters Score -355356.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -355358.875000 Penalty: 4228.775391
	Iteration 23Q: 3 clusters Score -355358.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -355359.375000 Penalty: 4228.775391
	Iteration 24Q: 3 clusters Score -355359.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -355360.343750 Penalty: 4228.775391
	Iteration 25Q: 3 clusters Score -355360.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -355361.062500 Penalty: 4228.775391
	Iteration 26Q: 3 clusters Score -355361.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -355361.562500 Penalty: 4228.775391
	Iteration 27Q: 3 clusters Score -355361.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -355362.375000 Penalty: 4228.775391
	Iteration 28Q: 3 clusters Score -355362.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -355366.312500 Penalty: 4228.775391
	Iteration 29Q: 3 clusters Score -355366.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -355369.031250 Penalty: 4228.775391
	Iteration 30Q: 3 clusters Score -355369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -355371.250000 Penalty: 4228.775391
	Iteration 31Q: 3 clusters Score -355371.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -355371.687500 Penalty: 4228.775391
	Iteration 32Q: 3 clusters Score -355371.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -355372.531250 Penalty: 4228.775391
	Iteration 33Q: 3 clusters Score -355372.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -355372.343750 Penalty: 4228.775391
	Iteration 34Q: 3 clusters Score -355372.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -355373.562500 Penalty: 4228.775391
	Iteration 35Q: 3 clusters Score -355373.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -355374.187500 Penalty: 4228.775391
	Iteration 36Q: 3 clusters Score -355374.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -355376.500000 Penalty: 4228.775391
	Iteration 37Q: 3 clusters Score -355376.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -355377.781250 Penalty: 4228.775391
	Iteration 38Q: 3 clusters Score -355377.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -355378.062500 Penalty: 4228.775391
	Iteration 39Q: 3 clusters Score -355378.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -355382.687500 Penalty: 4228.775391
	Iteration 40F: 3 clusters Score -355382.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -355386.781250 Penalty: 4228.775391
	Iteration 41Q: 3 clusters Score -355386.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -355387.781250 Penalty: 4228.775391
	Iteration 42Q: 3 clusters Score -355387.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -355388.906250 Penalty: 4228.775391
	Iteration 43Q: 3 clusters Score -355388.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -355389.906250 Penalty: 4228.775391
	Iteration 44Q: 3 clusters Score -355389.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -355392.250000 Penalty: 4228.775391
	Iteration 45Q: 3 clusters Score -355392.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -355394.343750 Penalty: 4228.775391
	Iteration 46Q: 3 clusters Score -355394.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -355395.968750 Penalty: 4228.775391
	Iteration 47Q: 3 clusters Score -355396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -355397.750000 Penalty: 4228.775391
	Iteration 48Q: 3 clusters Score -355397.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -355397.875000 Penalty: 4228.775391
	Iteration 49Q: 3 clusters Score -355397.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -355398.281250 Penalty: 4228.775391
	Iteration 50Q: 3 clusters Score -355398.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -355398.281250 Penalty: 4228.775391
	Iteration 51F: 3 clusters Score -355398.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 26733 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 223619 members 
Mstep: Class 7 contains 186973 members 
Mstep: Class 8 contains 207943 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 34891 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 14097 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 51322 members 
Mstep: Class 15 contains 4641 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 11796 members 
Mstep: Class 18 contains 7285 members 
Mstep: Class 19 contains 156739 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 4301 members 
Mstep: Class 22 contains 1202 members 
Mstep: Class 23 contains 96807 members 
Mstep: Class 24 contains 11194 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 2055 members 
Mstep: Class 27 contains 19061 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 5975 members 
Mstep: Class 30 contains 3428 members 
Mstep: Class 31 contains 35615 members 
Mstep: Class 32 contains 4662 members 
Mstep: Class 33 contains 4545 members 
Mstep: Class 34 contains 11340 members 
Mstep: Class 35 contains 5859 members 
Mstep: Class 36 contains 11399 members 
Mstep: Class 37 contains 1630 members 
Mstep: Class 38 contains 15989 members 
Mstep: Class 39 contains 2276 members 
Mstep: Class 40 contains 33392 members 
Mstep: Class 41 contains 1356 members 
Mstep: Class 42 contains 155209 members 
Mstep: Class 43 contains 3756 members 
Mstep: Class 44 contains 1680 members 
Mstep: Class 45 contains 2385 members 
Entering Unmasked Estep 
Score: -102253288.000000 Penalty: 158063.093750
Splitting cluster 28 changes total score from -102234872.000000 to -102253288.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 29 (5975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Entering Unmasked Estep 
Score: -442532.906250 Penalty: 2156.444092
	Iteration 0F: 2 clusters Score -442532.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -437439.468750 Penalty: 4312.888184
	Iteration 0F: 3 clusters Score -437439.5 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -438735.593750 Penalty: 4312.888184
	Iteration 1F: 3 clusters Score -438735.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -439079.187500 Penalty: 4312.888184
	Iteration 2F: 3 clusters Score -439079.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -439394.843750 Penalty: 4312.888184
	Iteration 3F: 3 clusters Score -439394.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -439696.781250 Penalty: 4312.888184
	Iteration 4F: 3 clusters Score -439696.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -440019.343750 Penalty: 4312.888184
	Iteration 5F: 3 clusters Score -440019.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -440319.406250 Penalty: 4312.888184
	Iteration 6F: 3 clusters Score -440319.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -440588.531250 Penalty: 4312.888184
	Iteration 7Q: 3 clusters Score -440588.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -440796.875000 Penalty: 4312.888184
	Iteration 8Q: 3 clusters Score -440796.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -440938.781250 Penalty: 4312.888184
	Iteration 9Q: 3 clusters Score -440938.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -441029.125000 Penalty: 4312.888184
	Iteration 10Q: 3 clusters Score -441029.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -441079.531250 Penalty: 4312.888184
	Iteration 11Q: 3 clusters Score -441079.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -441098.093750 Penalty: 4312.888184
	Iteration 12Q: 3 clusters Score -441098.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -441110.031250 Penalty: 4312.888184
	Iteration 13Q: 3 clusters Score -441110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -441117.937500 Penalty: 4312.888184
	Iteration 14Q: 3 clusters Score -441117.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -441126.343750 Penalty: 4312.888184
	Iteration 15Q: 3 clusters Score -441126.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -441135.125000 Penalty: 4312.888184
	Iteration 16Q: 3 clusters Score -441135.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -441139.843750 Penalty: 4312.888184
	Iteration 17Q: 3 clusters Score -441139.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -441143.656250 Penalty: 4312.888184
	Iteration 18Q: 3 clusters Score -441143.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -441147.125000 Penalty: 4312.888184
	Iteration 19Q: 3 clusters Score -441147.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -441148.687500 Penalty: 4312.888184
	Iteration 20F: 3 clusters Score -441148.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -441148.375000 Penalty: 4312.888184
	Iteration 21Q: 3 clusters Score -441148.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -441150.000000 Penalty: 4312.888184
	Iteration 22Q: 3 clusters Score -441150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -441151.406250 Penalty: 4312.888184
	Iteration 23Q: 3 clusters Score -441151.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -441153.343750 Penalty: 4312.888184
	Iteration 24Q: 3 clusters Score -441153.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -441153.593750 Penalty: 4312.888184
	Iteration 25Q: 3 clusters Score -441153.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -441155.343750 Penalty: 4312.888184
	Iteration 26Q: 3 clusters Score -441155.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -441155.375000 Penalty: 4312.888184
	Iteration 27Q: 3 clusters Score -441155.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -441156.562500 Penalty: 4312.888184
	Iteration 28Q: 3 clusters Score -441156.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -441155.500000 Penalty: 4312.888184
	Iteration 29Q: 3 clusters Score -441155.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -441156.750000 Penalty: 4312.888184
	Iteration 30Q: 3 clusters Score -441156.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -441156.750000 Penalty: 4312.888184
	Iteration 31F: 3 clusters Score -441156.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -216628.812500 Penalty: 2018.653564
	Iteration 0F: 2 clusters Score -216628.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -213131.109375 Penalty: 4037.307129
	Iteration 0F: 3 clusters Score -213131.1 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -214162.203125 Penalty: 4037.307129
	Iteration 1F: 3 clusters Score -214162.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -214809.546875 Penalty: 4037.307129
	Iteration 2F: 3 clusters Score -214809.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -215902.484375 Penalty: 4037.307129
	Iteration 3F: 3 clusters Score -215902.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -217147.984375 Penalty: 4037.307129
	Iteration 4F: 3 clusters Score -217148 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -217882.156250 Penalty: 4037.307129
	Iteration 5F: 3 clusters Score -217882.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -218205.765625 Penalty: 4037.307129
	Iteration 6Q: 3 clusters Score -218205.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -218359.125000 Penalty: 4037.307129
	Iteration 7Q: 3 clusters Score -218359.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -218441.593750 Penalty: 4037.307129
	Iteration 8Q: 3 clusters Score -218441.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -218473.375000 Penalty: 4037.307129
	Iteration 9Q: 3 clusters Score -218473.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -218492.125000 Penalty: 4037.307129
	Iteration 10Q: 3 clusters Score -218492.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -218501.187500 Penalty: 4037.307129
	Iteration 11Q: 3 clusters Score -218501.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -218506.812500 Penalty: 4037.307129
	Iteration 12Q: 3 clusters Score -218506.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -218508.453125 Penalty: 4037.307129
	Iteration 13Q: 3 clusters Score -218508.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -218509.968750 Penalty: 4037.307129
	Iteration 14Q: 3 clusters Score -218510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -218510.203125 Penalty: 4037.307129
	Iteration 15Q: 3 clusters Score -218510.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -218511.046875 Penalty: 4037.307129
	Iteration 16Q: 3 clusters Score -218511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -218514.687500 Penalty: 4037.307129
	Iteration 17Q: 3 clusters Score -218514.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -218522.609375 Penalty: 4037.307129
	Iteration 18Q: 3 clusters Score -218522.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -218553.281250 Penalty: 4037.307129
	Iteration 19Q: 3 clusters Score -218553.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -218652.687500 Penalty: 4037.307129
	Iteration 20F: 3 clusters Score -218652.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -218789.812500 Penalty: 4037.307129
	Iteration 21Q: 3 clusters Score -218789.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -218815.265625 Penalty: 4037.307129
	Iteration 22Q: 3 clusters Score -218815.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -218824.500000 Penalty: 4037.307129
	Iteration 23Q: 3 clusters Score -218824.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -218829.937500 Penalty: 4037.307129
	Iteration 24Q: 3 clusters Score -218829.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -218831.562500 Penalty: 4037.307129
	Iteration 25Q: 3 clusters Score -218831.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -218832.015625 Penalty: 4037.307129
	Iteration 26Q: 3 clusters Score -218832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -218832.953125 Penalty: 4037.307129
	Iteration 27Q: 3 clusters Score -218833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -218832.953125 Penalty: 4037.307129
	Iteration 28F: 3 clusters Score -218833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 26733 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 223619 members 
Mstep: Class 7 contains 186973 members 
Mstep: Class 8 contains 207943 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 34891 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 14097 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 51322 members 
Mstep: Class 15 contains 4641 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 11796 members 
Mstep: Class 18 contains 7285 members 
Mstep: Class 19 contains 156739 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 4301 members 
Mstep: Class 22 contains 1202 members 
Mstep: Class 23 contains 96807 members 
Mstep: Class 24 contains 11194 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 2055 members 
Mstep: Class 27 contains 19061 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 5975 members 
Mstep: Class 30 contains 1681 members 
Mstep: Class 31 contains 35615 members 
Mstep: Class 32 contains 4662 members 
Mstep: Class 33 contains 4545 members 
Mstep: Class 34 contains 11340 members 
Mstep: Class 35 contains 5859 members 
Mstep: Class 36 contains 11399 members 
Mstep: Class 37 contains 1630 members 
Mstep: Class 38 contains 15989 members 
Mstep: Class 39 contains 2276 members 
Mstep: Class 40 contains 33392 members 
Mstep: Class 41 contains 1356 members 
Mstep: Class 42 contains 155209 members 
Mstep: Class 43 contains 3756 members 
Mstep: Class 44 contains 1680 members 
Mstep: Class 45 contains 2385 members 
Mstep: Class 46 contains 1747 members 
Entering Unmasked Estep 
Score: -102253624.000000 Penalty: 161575.609375
Splitting cluster 30 changes total score from -102234872.000000 to -102253624.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 31 (35615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Entering Unmasked Estep 
Score: -2682065.250000 Penalty: 2599.169434
	Iteration 0F: 2 clusters Score -2682065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2657891.750000 Penalty: 5198.338867
	Iteration 0F: 3 clusters Score -2657892 nChanged 16174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -2666744.750000 Penalty: 5198.338867
	Iteration 1F: 3 clusters Score -2666745 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2667290.750000 Penalty: 5198.338867
	Iteration 2Q: 3 clusters Score -2667291 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2667764.000000 Penalty: 5198.338867
	Iteration 3Q: 3 clusters Score -2667764 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2668181.250000 Penalty: 5198.338867
	Iteration 4Q: 3 clusters Score -2668181 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2668627.500000 Penalty: 5198.338867
	Iteration 5Q: 3 clusters Score -2668628 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2669041.750000 Penalty: 5198.338867
	Iteration 6Q: 3 clusters Score -2669042 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2669521.250000 Penalty: 5198.338867
	Iteration 7Q: 3 clusters Score -2669521 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2670111.500000 Penalty: 5198.338867
	Iteration 8Q: 3 clusters Score -2670112 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2670810.000000 Penalty: 5198.338867
	Iteration 9Q: 3 clusters Score -2670810 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2671613.500000 Penalty: 5198.338867
	Iteration 10Q: 3 clusters Score -2671614 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2672512.250000 Penalty: 5198.338867
	Iteration 11Q: 3 clusters Score -2672512 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2673598.750000 Penalty: 5198.338867
	Iteration 12Q: 3 clusters Score -2673599 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2674692.250000 Penalty: 5198.338867
	Iteration 13Q: 3 clusters Score -2674692 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2675645.750000 Penalty: 5198.338867
	Iteration 14Q: 3 clusters Score -2675646 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2676385.000000 Penalty: 5198.338867
	Iteration 15Q: 3 clusters Score -2676385 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2676933.500000 Penalty: 5198.338867
	Iteration 16Q: 3 clusters Score -2676934 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2677362.750000 Penalty: 5198.338867
	Iteration 17Q: 3 clusters Score -2677363 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2677720.500000 Penalty: 5198.338867
	Iteration 18Q: 3 clusters Score -2677720 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2678036.250000 Penalty: 5198.338867
	Iteration 19Q: 3 clusters Score -2678036 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2678349.250000 Penalty: 5198.338867
	Iteration 20F: 3 clusters Score -2678349 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2678641.500000 Penalty: 5198.338867
	Iteration 21Q: 3 clusters Score -2678642 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2678877.500000 Penalty: 5198.338867
	Iteration 22Q: 3 clusters Score -2678878 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2679063.500000 Penalty: 5198.338867
	Iteration 23Q: 3 clusters Score -2679064 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2679227.500000 Penalty: 5198.338867
	Iteration 24Q: 3 clusters Score -2679228 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2679355.000000 Penalty: 5198.338867
	Iteration 25Q: 3 clusters Score -2679355 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2679446.750000 Penalty: 5198.338867
	Iteration 26Q: 3 clusters Score -2679447 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2679523.000000 Penalty: 5198.338867
	Iteration 27Q: 3 clusters Score -2679523 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2679584.500000 Penalty: 5198.338867
	Iteration 28Q: 3 clusters Score -2679584 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2679634.250000 Penalty: 5198.338867
	Iteration 29Q: 3 clusters Score -2679634 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2679676.250000 Penalty: 5198.338867
	Iteration 30Q: 3 clusters Score -2679676 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2679711.000000 Penalty: 5198.338867
	Iteration 31Q: 3 clusters Score -2679711 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2679732.250000 Penalty: 5198.338867
	Iteration 32Q: 3 clusters Score -2679732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2679752.500000 Penalty: 5198.338867
	Iteration 33Q: 3 clusters Score -2679752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2679765.250000 Penalty: 5198.338867
	Iteration 34Q: 3 clusters Score -2679765 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2679784.000000 Penalty: 5198.338867
	Iteration 35Q: 3 clusters Score -2679784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2679798.500000 Penalty: 5198.338867
	Iteration 36Q: 3 clusters Score -2679798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2679816.750000 Penalty: 5198.338867
	Iteration 37Q: 3 clusters Score -2679817 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2679844.500000 Penalty: 5198.338867
	Iteration 38Q: 3 clusters Score -2679844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2679862.750000 Penalty: 5198.338867
	Iteration 39Q: 3 clusters Score -2679863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2679877.250000 Penalty: 5198.338867
	Iteration 40F: 3 clusters Score -2679877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2679893.250000 Penalty: 5198.338867
	Iteration 41Q: 3 clusters Score -2679893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2679900.750000 Penalty: 5198.338867
	Iteration 42Q: 3 clusters Score -2679901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2679905.250000 Penalty: 5198.338867
	Iteration 43Q: 3 clusters Score -2679905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2679909.000000 Penalty: 5198.338867
	Iteration 44Q: 3 clusters Score -2679909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2679909.000000 Penalty: 5198.338867
	Iteration 45Q: 3 clusters Score -2679909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2679909.250000 Penalty: 5198.338867
	Iteration 46Q: 3 clusters Score -2679909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2679911.500000 Penalty: 5198.338867
	Iteration 47Q: 3 clusters Score -2679912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2679911.500000 Penalty: 5198.338867
	Iteration 48Q: 3 clusters Score -2679912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2679913.750000 Penalty: 5198.338867
	Iteration 49Q: 3 clusters Score -2679914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2679913.750000 Penalty: 5198.338867
	Iteration 50Q: 3 clusters Score -2679914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2679920.500000 Penalty: 5198.338867
	Iteration 51Q: 3 clusters Score -2679920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2679919.750000 Penalty: 5198.338867
	Iteration 52Q: 3 clusters Score -2679920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2679923.000000 Penalty: 5198.338867
	Iteration 53Q: 3 clusters Score -2679923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2679923.000000 Penalty: 5198.338867
	Iteration 54F: 3 clusters Score -2679923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Entering Unmasked Estep 
Score: -250626.625000 Penalty: 2094.905518
	Iteration 0F: 2 clusters Score -250626.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -246340.640625 Penalty: 4189.811035
	Iteration 0F: 3 clusters Score -246340.6 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -248031.562500 Penalty: 4189.811035
	Iteration 1F: 3 clusters Score -248031.6 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -248951.218750 Penalty: 4189.811035
	Iteration 2F: 3 clusters Score -248951.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -249833.703125 Penalty: 4189.811035
	Iteration 3F: 3 clusters Score -249833.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -250531.500000 Penalty: 4189.811035
	Iteration 4F: 3 clusters Score -250531.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -251004.796875 Penalty: 4189.811035
	Iteration 5F: 3 clusters Score -251004.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -251406.484375 Penalty: 4189.811035
	Iteration 6F: 3 clusters Score -251406.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -251644.281250 Penalty: 4189.811035
	Iteration 7Q: 3 clusters Score -251644.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -251751.984375 Penalty: 4189.811035
	Iteration 8Q: 3 clusters Score -251752 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -251840.171875 Penalty: 4189.811035
	Iteration 9Q: 3 clusters Score -251840.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -251924.453125 Penalty: 4189.811035
	Iteration 10Q: 3 clusters Score -251924.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -252021.281250 Penalty: 4189.811035
	Iteration 11Q: 3 clusters Score -252021.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -252126.343750 Penalty: 4189.811035
	Iteration 12Q: 3 clusters Score -252126.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -252202.796875 Penalty: 4189.811035
	Iteration 13Q: 3 clusters Score -252202.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -252249.562500 Penalty: 4189.811035
	Iteration 14Q: 3 clusters Score -252249.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -252284.500000 Penalty: 4189.811035
	Iteration 15Q: 3 clusters Score -252284.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -252317.078125 Penalty: 4189.811035
	Iteration 16Q: 3 clusters Score -252317.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -252342.640625 Penalty: 4189.811035
	Iteration 17Q: 3 clusters Score -252342.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -252372.390625 Penalty: 4189.811035
	Iteration 18Q: 3 clusters Score -252372.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -252408.406250 Penalty: 4189.811035
	Iteration 19Q: 3 clusters Score -252408.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -252456.109375 Penalty: 4189.811035
	Iteration 20F: 3 clusters Score -252456.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -252510.734375 Penalty: 4189.811035
	Iteration 21Q: 3 clusters Score -252510.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -252551.015625 Penalty: 4189.811035
	Iteration 22Q: 3 clusters Score -252551 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -252578.328125 Penalty: 4189.811035
	Iteration 23Q: 3 clusters Score -252578.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -252594.109375 Penalty: 4189.811035
	Iteration 24Q: 3 clusters Score -252594.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -252602.703125 Penalty: 4189.811035
	Iteration 25Q: 3 clusters Score -252602.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -252608.937500 Penalty: 4189.811035
	Iteration 26Q: 3 clusters Score -252608.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -252614.281250 Penalty: 4189.811035
	Iteration 27Q: 3 clusters Score -252614.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -252619.890625 Penalty: 4189.811035
	Iteration 28Q: 3 clusters Score -252619.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -252622.312500 Penalty: 4189.811035
	Iteration 29Q: 3 clusters Score -252622.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -252622.453125 Penalty: 4189.811035
	Iteration 30Q: 3 clusters Score -252622.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -252623.125000 Penalty: 4189.811035
	Iteration 31Q: 3 clusters Score -252623.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -252624.343750 Penalty: 4189.811035
	Iteration 32Q: 3 clusters Score -252624.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -252624.578125 Penalty: 4189.811035
	Iteration 33Q: 3 clusters Score -252624.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -252625.078125 Penalty: 4189.811035
	Iteration 34Q: 3 clusters Score -252625.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -252626.906250 Penalty: 4189.811035
	Iteration 35Q: 3 clusters Score -252626.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -252627.734375 Penalty: 4189.811035
	Iteration 36Q: 3 clusters Score -252627.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -252627.734375 Penalty: 4189.811035
	Iteration 37F: 3 clusters Score -252627.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 26733 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 223619 members 
Mstep: Class 7 contains 186973 members 
Mstep: Class 8 contains 207943 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 34891 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 14097 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 51322 members 
Mstep: Class 15 contains 4641 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 11796 members 
Mstep: Class 18 contains 7285 members 
Mstep: Class 19 contains 156739 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 4301 members 
Mstep: Class 22 contains 1202 members 
Mstep: Class 23 contains 96807 members 
Mstep: Class 24 contains 11194 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 2055 members 
Mstep: Class 27 contains 19061 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 5975 members 
Mstep: Class 30 contains 1681 members 
Mstep: Class 31 contains 35615 members 
Mstep: Class 32 contains 1971 members 
Mstep: Class 33 contains 4545 members 
Mstep: Class 34 contains 11340 members 
Mstep: Class 35 contains 5859 members 
Mstep: Class 36 contains 11399 members 
Mstep: Class 37 contains 1630 members 
Mstep: Class 38 contains 15989 members 
Mstep: Class 39 contains 2276 members 
Mstep: Class 40 contains 33392 members 
Mstep: Class 41 contains 1356 members 
Mstep: Class 42 contains 155209 members 
Mstep: Class 43 contains 3756 members 
Mstep: Class 44 contains 1680 members 
Mstep: Class 45 contains 2385 members 
Mstep: Class 46 contains 1747 members 
Mstep: Class 47 contains 2691 members 
Entering Unmasked Estep 
Score: -102253760.000000 Penalty: 165088.125000
Splitting cluster 32 changes total score from -102234872.000000 to -102253760.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 33 (4545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Entering Unmasked Estep 
Score: -329089.187500 Penalty: 2088.602295
	Iteration 0F: 2 clusters Score -329089.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -324867.156250 Penalty: 4177.204590
	Iteration 0F: 3 clusters Score -324867.2 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -325811.656250 Penalty: 4177.204590
	Iteration 1F: 3 clusters Score -325811.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -326022.437500 Penalty: 4177.204590
	Iteration 2F: 3 clusters Score -326022.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -326155.718750 Penalty: 4177.204590
	Iteration 3F: 3 clusters Score -326155.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -326303.093750 Penalty: 4177.204590
	Iteration 4Q: 3 clusters Score -326303.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -326446.843750 Penalty: 4177.204590
	Iteration 5Q: 3 clusters Score -326446.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -326591.437500 Penalty: 4177.204590
	Iteration 6Q: 3 clusters Score -326591.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -326767.843750 Penalty: 4177.204590
	Iteration 7Q: 3 clusters Score -326767.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -326970.656250 Penalty: 4177.204590
	Iteration 8Q: 3 clusters Score -326970.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -327163.281250 Penalty: 4177.204590
	Iteration 9Q: 3 clusters Score -327163.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -327297.968750 Penalty: 4177.204590
	Iteration 10Q: 3 clusters Score -327298 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -327395.562500 Penalty: 4177.204590
	Iteration 11Q: 3 clusters Score -327395.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -327475.187500 Penalty: 4177.204590
	Iteration 12Q: 3 clusters Score -327475.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -327530.281250 Penalty: 4177.204590
	Iteration 13Q: 3 clusters Score -327530.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -327574.406250 Penalty: 4177.204590
	Iteration 14Q: 3 clusters Score -327574.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -327601.156250 Penalty: 4177.204590
	Iteration 15Q: 3 clusters Score -327601.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -327627.031250 Penalty: 4177.204590
	Iteration 16Q: 3 clusters Score -327627 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -327647.437500 Penalty: 4177.204590
	Iteration 17Q: 3 clusters Score -327647.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -327662.375000 Penalty: 4177.204590
	Iteration 18Q: 3 clusters Score -327662.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -327674.437500 Penalty: 4177.204590
	Iteration 19Q: 3 clusters Score -327674.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -327681.937500 Penalty: 4177.204590
	Iteration 20F: 3 clusters Score -327681.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -327688.437500 Penalty: 4177.204590
	Iteration 21Q: 3 clusters Score -327688.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -327691.500000 Penalty: 4177.204590
	Iteration 22Q: 3 clusters Score -327691.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -327693.437500 Penalty: 4177.204590
	Iteration 23Q: 3 clusters Score -327693.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -327695.531250 Penalty: 4177.204590
	Iteration 24Q: 3 clusters Score -327695.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -327696.187500 Penalty: 4177.204590
	Iteration 25Q: 3 clusters Score -327696.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -327697.718750 Penalty: 4177.204590
	Iteration 26Q: 3 clusters Score -327697.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -327699.187500 Penalty: 4177.204590
	Iteration 27Q: 3 clusters Score -327699.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -327700.843750 Penalty: 4177.204590
	Iteration 28Q: 3 clusters Score -327700.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -327703.031250 Penalty: 4177.204590
	Iteration 29Q: 3 clusters Score -327703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -327705.906250 Penalty: 4177.204590
	Iteration 30Q: 3 clusters Score -327705.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -327707.968750 Penalty: 4177.204590
	Iteration 31Q: 3 clusters Score -327708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -327709.031250 Penalty: 4177.204590
	Iteration 32Q: 3 clusters Score -327709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -327709.812500 Penalty: 4177.204590
	Iteration 33Q: 3 clusters Score -327709.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -327711.156250 Penalty: 4177.204590
	Iteration 34Q: 3 clusters Score -327711.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -327711.875000 Penalty: 4177.204590
	Iteration 35Q: 3 clusters Score -327711.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -327711.875000 Penalty: 4177.204590
	Iteration 36F: 3 clusters Score -327711.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Entering Unmasked Estep 
Score: -845084.187500 Penalty: 2315.350830
	Iteration 0F: 2 clusters Score -845084.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -836614.062500 Penalty: 4630.701660
	Iteration 0F: 3 clusters Score -836614.1 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -839081.875000 Penalty: 4630.701660
	Iteration 1F: 3 clusters Score -839081.9 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -839497.812500 Penalty: 4630.701660
	Iteration 2F: 3 clusters Score -839497.8 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -839937.187500 Penalty: 4630.701660
	Iteration 3F: 3 clusters Score -839937.2 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -840373.437500 Penalty: 4630.701660
	Iteration 4F: 3 clusters Score -840373.4 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -840802.875000 Penalty: 4630.701660
	Iteration 5F: 3 clusters Score -840802.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -841211.875000 Penalty: 4630.701660
	Iteration 6F: 3 clusters Score -841211.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -841636.250000 Penalty: 4630.701660
	Iteration 7F: 3 clusters Score -841636.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -842051.125000 Penalty: 4630.701660
	Iteration 8Q: 3 clusters Score -842051.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -842401.125000 Penalty: 4630.701660
	Iteration 9Q: 3 clusters Score -842401.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -842645.000000 Penalty: 4630.701660
	Iteration 10Q: 3 clusters Score -842645 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -842862.625000 Penalty: 4630.701660
	Iteration 11Q: 3 clusters Score -842862.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -843084.500000 Penalty: 4630.701660
	Iteration 12Q: 3 clusters Score -843084.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -843344.937500 Penalty: 4630.701660
	Iteration 13Q: 3 clusters Score -843344.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -843621.687500 Penalty: 4630.701660
	Iteration 14Q: 3 clusters Score -843621.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -843836.812500 Penalty: 4630.701660
	Iteration 15Q: 3 clusters Score -843836.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -843994.812500 Penalty: 4630.701660
	Iteration 16Q: 3 clusters Score -843994.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -844084.187500 Penalty: 4630.701660
	Iteration 17Q: 3 clusters Score -844084.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -844143.562500 Penalty: 4630.701660
	Iteration 18Q: 3 clusters Score -844143.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -844189.062500 Penalty: 4630.701660
	Iteration 19Q: 3 clusters Score -844189.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -844226.562500 Penalty: 4630.701660
	Iteration 20F: 3 clusters Score -844226.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -844248.312500 Penalty: 4630.701660
	Iteration 21Q: 3 clusters Score -844248.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -844262.750000 Penalty: 4630.701660
	Iteration 22Q: 3 clusters Score -844262.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -844270.437500 Penalty: 4630.701660
	Iteration 23Q: 3 clusters Score -844270.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -844281.812500 Penalty: 4630.701660
	Iteration 24Q: 3 clusters Score -844281.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -844289.750000 Penalty: 4630.701660
	Iteration 25Q: 3 clusters Score -844289.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -844292.750000 Penalty: 4630.701660
	Iteration 26Q: 3 clusters Score -844292.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -844298.375000 Penalty: 4630.701660
	Iteration 27Q: 3 clusters Score -844298.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -844301.937500 Penalty: 4630.701660
	Iteration 28Q: 3 clusters Score -844301.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -844305.500000 Penalty: 4630.701660
	Iteration 29Q: 3 clusters Score -844305.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -844308.937500 Penalty: 4630.701660
	Iteration 30Q: 3 clusters Score -844308.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -844316.562500 Penalty: 4630.701660
	Iteration 31Q: 3 clusters Score -844316.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -844319.437500 Penalty: 4630.701660
	Iteration 32Q: 3 clusters Score -844319.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -844324.937500 Penalty: 4630.701660
	Iteration 33Q: 3 clusters Score -844324.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -844327.750000 Penalty: 4630.701660
	Iteration 34Q: 3 clusters Score -844327.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -844330.375000 Penalty: 4630.701660
	Iteration 35Q: 3 clusters Score -844330.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -844331.500000 Penalty: 4630.701660
	Iteration 36Q: 3 clusters Score -844331.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -844332.187500 Penalty: 4630.701660
	Iteration 37Q: 3 clusters Score -844332.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -844333.187500 Penalty: 4630.701660
	Iteration 38Q: 3 clusters Score -844333.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -844334.125000 Penalty: 4630.701660
	Iteration 39Q: 3 clusters Score -844334.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -844336.687500 Penalty: 4630.701660
	Iteration 40F: 3 clusters Score -844336.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -844338.000000 Penalty: 4630.701660
	Iteration 41Q: 3 clusters Score -844338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -844338.375000 Penalty: 4630.701660
	Iteration 42Q: 3 clusters Score -844338.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -844342.562500 Penalty: 4630.701660
	Iteration 43Q: 3 clusters Score -844342.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -844343.375000 Penalty: 4630.701660
	Iteration 44Q: 3 clusters Score -844343.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -844340.125000 Penalty: 4630.701660
	Iteration 45Q: 3 clusters Score -844340.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -844344.375000 Penalty: 4630.701660
	Iteration 46Q: 3 clusters Score -844344.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -844346.250000 Penalty: 4630.701660
	Iteration 47Q: 3 clusters Score -844346.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -844350.000000 Penalty: 4630.701660
	Iteration 48Q: 3 clusters Score -844350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -844350.187500 Penalty: 4630.701660
	Iteration 49Q: 3 clusters Score -844350.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -844353.562500 Penalty: 4630.701660
	Iteration 50Q: 3 clusters Score -844353.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -844352.000000 Penalty: 4630.701660
	Iteration 51Q: 3 clusters Score -844352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -844352.000000 Penalty: 4630.701660
	Iteration 52Q: 3 clusters Score -844352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -844352.937500 Penalty: 4630.701660
	Iteration 53Q: 3 clusters Score -844352.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -844352.187500 Penalty: 4630.701660
	Iteration 54Q: 3 clusters Score -844352.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -844352.187500 Penalty: 4630.701660
	Iteration 55F: 3 clusters Score -844352.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Entering Unmasked Estep 
Score: -404821.562500 Penalty: 2151.582275
	Iteration 0F: 2 clusters Score -404821.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -399817.468750 Penalty: 4303.164551
	Iteration 0F: 3 clusters Score -399817.5 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -401569.718750 Penalty: 4303.164551
	Iteration 1F: 3 clusters Score -401569.7 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -402248.968750 Penalty: 4303.164551
	Iteration 2F: 3 clusters Score -402249 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -403019.687500 Penalty: 4303.164551
	Iteration 3F: 3 clusters Score -403019.7 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -404039.812500 Penalty: 4303.164551
	Iteration 4F: 3 clusters Score -404039.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -405014.437500 Penalty: 4303.164551
	Iteration 5F: 3 clusters Score -405014.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -405801.281250 Penalty: 4303.164551
	Iteration 6F: 3 clusters Score -405801.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -406717.781250 Penalty: 4303.164551
	Iteration 7F: 3 clusters Score -406717.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -408009.031250 Penalty: 4303.164551
	Iteration 8F: 3 clusters Score -408009 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -409390.218750 Penalty: 4303.164551
	Iteration 9Q: 3 clusters Score -409390.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -409694.875000 Penalty: 4303.164551
	Iteration 10Q: 3 clusters Score -409694.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -409721.812500 Penalty: 4303.164551
	Iteration 11Q: 3 clusters Score -409721.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -409725.062500 Penalty: 4303.164551
	Iteration 12Q: 3 clusters Score -409725.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -409726.343750 Penalty: 4303.164551
	Iteration 13Q: 3 clusters Score -409726.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -409726.812500 Penalty: 4303.164551
	Iteration 14Q: 3 clusters Score -409726.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -409726.812500 Penalty: 4303.164551
	Iteration 15F: 3 clusters Score -409726.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 26733 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 223619 members 
Mstep: Class 7 contains 186973 members 
Mstep: Class 8 contains 207943 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 34891 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 14097 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 51322 members 
Mstep: Class 15 contains 4641 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 11796 members 
Mstep: Class 18 contains 7285 members 
Mstep: Class 19 contains 156739 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 4301 members 
Mstep: Class 22 contains 1202 members 
Mstep: Class 23 contains 96807 members 
Mstep: Class 24 contains 11194 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 2055 members 
Mstep: Class 27 contains 19061 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 5975 members 
Mstep: Class 30 contains 1681 members 
Mstep: Class 31 contains 35615 members 
Mstep: Class 32 contains 1971 members 
Mstep: Class 33 contains 4545 members 
Mstep: Class 34 contains 11340 members 
Mstep: Class 35 contains 2459 members 
Mstep: Class 36 contains 11399 members 
Mstep: Class 37 contains 1630 members 
Mstep: Class 38 contains 15989 members 
Mstep: Class 39 contains 2276 members 
Mstep: Class 40 contains 33392 members 
Mstep: Class 41 contains 1356 members 
Mstep: Class 42 contains 155209 members 
Mstep: Class 43 contains 3756 members 
Mstep: Class 44 contains 1680 members 
Mstep: Class 45 contains 2385 members 
Mstep: Class 46 contains 1747 members 
Mstep: Class 47 contains 2691 members 
Mstep: Class 48 contains 3400 members 
Entering Unmasked Estep 
Score: -102257416.000000 Penalty: 168600.640625
Splitting cluster 35 changes total score from -102234872.000000 to -102257416.000000
So it's getting split into cluster 48.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 2010 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 26733 members 
Mstep: Class 5 contains 1413 members 
Mstep: Class 6 contains 223619 members 
Mstep: Class 7 contains 186973 members 
Mstep: Class 8 contains 207943 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 34891 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 14097 members 
Mstep: Class 13 contains 4723 members 
Mstep: Class 14 contains 51322 members 
Mstep: Class 15 contains 4641 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 11796 members 
Mstep: Class 18 contains 7285 members 
Mstep: Class 19 contains 156739 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 4301 members 
Mstep: Class 22 contains 1202 members 
Mstep: Class 23 contains 96807 members 
Mstep: Class 24 contains 11194 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 2055 members 
Mstep: Class 27 contains 19061 members 
Mstep: Class 28 contains 2658 members 
Mstep: Class 29 contains 5975 members 
Mstep: Class 30 contains 1681 members 
Mstep: Class 31 contains 35615 members 
Mstep: Class 32 contains 1971 members 
Mstep: Class 33 contains 4545 members 
Mstep: Class 34 contains 11340 members 
Mstep: Class 35 contains 2459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102274456.000000 Penalty: 168600.640625
Iteration 79Q: 49 clusters Score -1.022745e+08 nChanged 27056
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 2001 members 
Mstep: Class 3 contains 4692 members 
Mstep: Class 4 contains 26732 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 225728 members 
Mstep: Class 7 contains 187880 members 
Mstep: Class 8 contains 207866 members 
Mstep: Class 9 contains 5722 members 
Mstep: Class 10 contains 35460 members 
Mstep: Class 11 contains 2525 members 
Mstep: Class 12 contains 13998 members 
Mstep: Class 13 contains 4894 members 
Mstep: Class 14 contains 52417 members 
Mstep: Class 15 contains 4705 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 11808 members 
Mstep: Class 18 contains 7354 members 
Mstep: Class 19 contains 158734 members 
Mstep: Class 20 contains 2053 members 
Mstep: Class 21 contains 4393 members 
Mstep: Class 22 contains 1217 members 
Mstep: Class 23 contains 97166 members 
Mstep: Class 24 contains 11500 members 
Mstep: Class 25 contains 2980 members 
Mstep: Class 26 contains 2583 members 
Mstep: Class 27 contains 19079 members 
Mstep: Class 28 contains 2687 members 
Mstep: Class 29 contains 5856 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 36078 members 
Mstep: Class 32 contains 2642 members 
Mstep: Class 33 contains 4487 members 
Mstep: Class 34 contains 11361 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 11045 members 
Mstep: Class 37 contains 1748 members 
Mstep: Class 38 contains 15452 members 
Mstep: Class 39 contains 2249 members 
Mstep: Class 40 contains 32471 members 
Mstep: Class 41 contains 1276 members 
Mstep: Class 42 contains 147801 members 
Mstep: Class 43 contains 3620 members 
Mstep: Class 44 contains 1586 members 
Mstep: Class 45 contains 2595 members 
Mstep: Class 46 contains 1654 members 
Mstep: Class 47 contains 2419 members 
Mstep: Class 48 contains 3424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102287056.000000 Penalty: 168600.640625
Iteration 80F: 49 clusters Score -1.022871e+08 nChanged 18595
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 1993 members 
Mstep: Class 3 contains 4749 members 
Mstep: Class 4 contains 26716 members 
Mstep: Class 5 contains 1394 members 
Mstep: Class 6 contains 226226 members 
Mstep: Class 7 contains 187916 members 
Mstep: Class 8 contains 207803 members 
Mstep: Class 9 contains 5313 members 
Mstep: Class 10 contains 35640 members 
Mstep: Class 11 contains 2640 members 
Mstep: Class 12 contains 13939 members 
Mstep: Class 13 contains 4911 members 
Mstep: Class 14 contains 52877 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 16 contains 2586 members 
Mstep: Class 17 contains 11801 members 
Mstep: Class 18 contains 7359 members 
Mstep: Class 19 contains 159231 members 
Mstep: Class 20 contains 2091 members 
Mstep: Class 21 contains 4423 members 
Mstep: Class 22 contains 1244 members 
Mstep: Class 23 contains 96454 members 
Mstep: Class 24 contains 11511 members 
Mstep: Class 25 contains 2936 members 
Mstep: Class 26 contains 2922 members 
Mstep: Class 27 contains 19021 members 
Mstep: Class 28 contains 2637 members 
Mstep: Class 29 contains 5791 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 35943 members 
Mstep: Class 32 contains 2985 members 
Mstep: Class 33 contains 4440 members 
Mstep: Class 34 contains 11187 members 
Mstep: Class 35 contains 2521 members 
Mstep: Class 36 contains 11167 members 
Mstep: Class 37 contains 2047 members 
Mstep: Class 38 contains 15451 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 33316 members 
Mstep: Class 41 contains 1295 members 
Mstep: Class 42 contains 145894 members 
Mstep: Class 43 contains 3935 members 
Mstep: Class 44 contains 1534 members 
Mstep: Class 45 contains 2704 members 
Mstep: Class 46 contains 1729 members 
Mstep: Class 47 contains 2387 members 
Mstep: Class 48 contains 3439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102292160.000000 Penalty: 168600.640625
Iteration 81Q: 49 clusters Score -1.022922e+08 nChanged 10476
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 1985 members 
Mstep: Class 3 contains 4808 members 
Mstep: Class 4 contains 26702 members 
Mstep: Class 5 contains 1396 members 
Mstep: Class 6 contains 226700 members 
Mstep: Class 7 contains 187922 members 
Mstep: Class 8 contains 207735 members 
Mstep: Class 9 contains 5128 members 
Mstep: Class 10 contains 35754 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 13923 members 
Mstep: Class 13 contains 4927 members 
Mstep: Class 14 contains 53347 members 
Mstep: Class 15 contains 4591 members 
Mstep: Class 16 contains 2575 members 
Mstep: Class 17 contains 11802 members 
Mstep: Class 18 contains 7359 members 
Mstep: Class 19 contains 159760 members 
Mstep: Class 20 contains 2125 members 
Mstep: Class 21 contains 4477 members 
Mstep: Class 22 contains 1291 members 
Mstep: Class 23 contains 95858 members 
Mstep: Class 24 contains 11509 members 
Mstep: Class 25 contains 2908 members 
Mstep: Class 26 contains 3158 members 
Mstep: Class 27 contains 18994 members 
Mstep: Class 28 contains 2598 members 
Mstep: Class 29 contains 5744 members 
Mstep: Class 30 contains 1532 members 
Mstep: Class 31 contains 35854 members 
Mstep: Class 32 contains 3221 members 
Mstep: Class 33 contains 4401 members 
Mstep: Class 34 contains 11061 members 
Mstep: Class 35 contains 2473 members 
Mstep: Class 36 contains 11227 members 
Mstep: Class 37 contains 2366 members 
Mstep: Class 38 contains 15407 members 
Mstep: Class 39 contains 2264 members 
Mstep: Class 40 contains 33952 members 
Mstep: Class 41 contains 1290 members 
Mstep: Class 42 contains 144111 members 
Mstep: Class 43 contains 4097 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 2780 members 
Mstep: Class 46 contains 1766 members 
Mstep: Class 47 contains 2358 members 
Mstep: Class 48 contains 3453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295448.000000 Penalty: 168600.640625
Iteration 82Q: 49 clusters Score -1.022954e+08 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 1985 members 
Mstep: Class 3 contains 4856 members 
Mstep: Class 4 contains 26679 members 
Mstep: Class 5 contains 1395 members 
Mstep: Class 6 contains 227186 members 
Mstep: Class 7 contains 187881 members 
Mstep: Class 8 contains 207681 members 
Mstep: Class 9 contains 4997 members 
Mstep: Class 10 contains 35803 members 
Mstep: Class 11 contains 2781 members 
Mstep: Class 12 contains 13920 members 
Mstep: Class 13 contains 4933 members 
Mstep: Class 14 contains 53731 members 
Mstep: Class 15 contains 4573 members 
Mstep: Class 16 contains 2563 members 
Mstep: Class 17 contains 11790 members 
Mstep: Class 18 contains 7361 members 
Mstep: Class 19 contains 160197 members 
Mstep: Class 20 contains 2166 members 
Mstep: Class 21 contains 4532 members 
Mstep: Class 22 contains 1333 members 
Mstep: Class 23 contains 95388 members 
Mstep: Class 24 contains 11503 members 
Mstep: Class 25 contains 2885 members 
Mstep: Class 26 contains 3286 members 
Mstep: Class 27 contains 18979 members 
Mstep: Class 28 contains 2576 members 
Mstep: Class 29 contains 5718 members 
Mstep: Class 30 contains 1505 members 
Mstep: Class 31 contains 35759 members 
Mstep: Class 32 contains 3390 members 
Mstep: Class 33 contains 4379 members 
Mstep: Class 34 contains 10957 members 
Mstep: Class 35 contains 2454 members 
Mstep: Class 36 contains 11247 members 
Mstep: Class 37 contains 2706 members 
Mstep: Class 38 contains 15329 members 
Mstep: Class 39 contains 2274 members 
Mstep: Class 40 contains 34381 members 
Mstep: Class 41 contains 1279 members 
Mstep: Class 42 contains 142714 members 
Mstep: Class 43 contains 4201 members 
Mstep: Class 44 contains 1507 members 
Mstep: Class 45 contains 2849 members 
Mstep: Class 46 contains 1813 members 
Mstep: Class 47 contains 2329 members 
Mstep: Class 48 contains 3458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296488.000000 Penalty: 168600.640625
Iteration 83Q: 49 clusters Score -1.022965e+08 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 1984 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 26663 members 
Mstep: Class 5 contains 1395 members 
Mstep: Class 6 contains 227531 members 
Mstep: Class 7 contains 187866 members 
Mstep: Class 8 contains 207633 members 
Mstep: Class 9 contains 4905 members 
Mstep: Class 10 contains 35850 members 
Mstep: Class 11 contains 2803 members 
Mstep: Class 12 contains 13916 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 54059 members 
Mstep: Class 15 contains 4552 members 
Mstep: Class 16 contains 2546 members 
Mstep: Class 17 contains 11781 members 
Mstep: Class 18 contains 7362 members 
Mstep: Class 19 contains 160559 members 
Mstep: Class 20 contains 2215 members 
Mstep: Class 21 contains 4594 members 
Mstep: Class 22 contains 1342 members 
Mstep: Class 23 contains 95022 members 
Mstep: Class 24 contains 11491 members 
Mstep: Class 25 contains 2858 members 
Mstep: Class 26 contains 3384 members 
Mstep: Class 27 contains 18959 members 
Mstep: Class 28 contains 2559 members 
Mstep: Class 29 contains 5702 members 
Mstep: Class 30 contains 1493 members 
Mstep: Class 31 contains 35667 members 
Mstep: Class 32 contains 3491 members 
Mstep: Class 33 contains 4371 members 
Mstep: Class 34 contains 10885 members 
Mstep: Class 35 contains 2470 members 
Mstep: Class 36 contains 11251 members 
Mstep: Class 37 contains 3022 members 
Mstep: Class 38 contains 15248 members 
Mstep: Class 39 contains 2284 members 
Mstep: Class 40 contains 34711 members 
Mstep: Class 41 contains 1253 members 
Mstep: Class 42 contains 141580 members 
Mstep: Class 43 contains 4252 members 
Mstep: Class 44 contains 1507 members 
Mstep: Class 45 contains 2917 members 
Mstep: Class 46 contains 1848 members 
Mstep: Class 47 contains 2310 members 
Mstep: Class 48 contains 3464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102296680.000000 Penalty: 168600.640625
Iteration 84Q: 49 clusters Score -1.022967e+08 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 1984 members 
Mstep: Class 3 contains 4940 members 
Mstep: Class 4 contains 26655 members 
Mstep: Class 5 contains 1393 members 
Mstep: Class 6 contains 227788 members 
Mstep: Class 7 contains 187872 members 
Mstep: Class 8 contains 207597 members 
Mstep: Class 9 contains 4832 members 
Mstep: Class 10 contains 35876 members 
Mstep: Class 11 contains 2826 members 
Mstep: Class 12 contains 13936 members 
Mstep: Class 13 contains 4949 members 
Mstep: Class 14 contains 54365 members 
Mstep: Class 15 contains 4537 members 
Mstep: Class 16 contains 2531 members 
Mstep: Class 17 contains 11781 members 
Mstep: Class 18 contains 7374 members 
Mstep: Class 19 contains 160877 members 
Mstep: Class 20 contains 2261 members 
Mstep: Class 21 contains 4641 members 
Mstep: Class 22 contains 1334 members 
Mstep: Class 23 contains 94698 members 
Mstep: Class 24 contains 11486 members 
Mstep: Class 25 contains 2831 members 
Mstep: Class 26 contains 3442 members 
Mstep: Class 27 contains 18949 members 
Mstep: Class 28 contains 2551 members 
Mstep: Class 29 contains 5693 members 
Mstep: Class 30 contains 1486 members 
Mstep: Class 31 contains 35592 members 
Mstep: Class 32 contains 3564 members 
Mstep: Class 33 contains 4365 members 
Mstep: Class 34 contains 10810 members 
Mstep: Class 35 contains 2477 members 
Mstep: Class 36 contains 11273 members 
Mstep: Class 37 contains 3308 members 
Mstep: Class 38 contains 15165 members 
Mstep: Class 39 contains 2287 members 
Mstep: Class 40 contains 34890 members 
Mstep: Class 41 contains 1249 members 
Mstep: Class 42 contains 140679 members 
Mstep: Class 43 contains 4294 members 
Mstep: Class 44 contains 1506 members 
Mstep: Class 45 contains 2970 members 
Mstep: Class 46 contains 1868 members 
Mstep: Class 47 contains 2298 members 
Mstep: Class 48 contains 3466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297352.000000 Penalty: 168600.640625
Iteration 85Q: 49 clusters Score -1.022974e+08 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 1988 members 
Mstep: Class 3 contains 4973 members 
Mstep: Class 4 contains 26654 members 
Mstep: Class 5 contains 1395 members 
Mstep: Class 6 contains 227984 members 
Mstep: Class 7 contains 187797 members 
Mstep: Class 8 contains 207556 members 
Mstep: Class 9 contains 4782 members 
Mstep: Class 10 contains 35899 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 13958 members 
Mstep: Class 13 contains 4950 members 
Mstep: Class 14 contains 54665 members 
Mstep: Class 15 contains 4525 members 
Mstep: Class 16 contains 2517 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 7392 members 
Mstep: Class 19 contains 161186 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 4678 members 
Mstep: Class 22 contains 1331 members 
Mstep: Class 23 contains 94468 members 
Mstep: Class 24 contains 11463 members 
Mstep: Class 25 contains 2811 members 
Mstep: Class 26 contains 3489 members 
Mstep: Class 27 contains 18955 members 
Mstep: Class 28 contains 2543 members 
Mstep: Class 29 contains 5686 members 
Mstep: Class 30 contains 1484 members 
Mstep: Class 31 contains 35525 members 
Mstep: Class 32 contains 3612 members 
Mstep: Class 33 contains 4357 members 
Mstep: Class 34 contains 10731 members 
Mstep: Class 35 contains 2481 members 
Mstep: Class 36 contains 11285 members 
Mstep: Class 37 contains 3541 members 
Mstep: Class 38 contains 15089 members 
Mstep: Class 39 contains 2293 members 
Mstep: Class 40 contains 35011 members 
Mstep: Class 41 contains 1246 members 
Mstep: Class 42 contains 139942 members 
Mstep: Class 43 contains 4324 members 
Mstep: Class 44 contains 1506 members 
Mstep: Class 45 contains 3030 members 
Mstep: Class 46 contains 1883 members 
Mstep: Class 47 contains 2285 members 
Mstep: Class 48 contains 3467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298096.000000 Penalty: 168600.640625
Iteration 86Q: 49 clusters Score -1.022981e+08 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 1990 members 
Mstep: Class 3 contains 4991 members 
Mstep: Class 4 contains 26655 members 
Mstep: Class 5 contains 1398 members 
Mstep: Class 6 contains 228129 members 
Mstep: Class 7 contains 187733 members 
Mstep: Class 8 contains 207517 members 
Mstep: Class 9 contains 4751 members 
Mstep: Class 10 contains 35932 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 13988 members 
Mstep: Class 13 contains 4951 members 
Mstep: Class 14 contains 54939 members 
Mstep: Class 15 contains 4500 members 
Mstep: Class 16 contains 2505 members 
Mstep: Class 17 contains 11784 members 
Mstep: Class 18 contains 7404 members 
Mstep: Class 19 contains 161437 members 
Mstep: Class 20 contains 2344 members 
Mstep: Class 21 contains 4706 members 
Mstep: Class 22 contains 1324 members 
Mstep: Class 23 contains 94276 members 
Mstep: Class 24 contains 11436 members 
Mstep: Class 25 contains 2792 members 
Mstep: Class 26 contains 3522 members 
Mstep: Class 27 contains 18956 members 
Mstep: Class 28 contains 2538 members 
Mstep: Class 29 contains 5684 members 
Mstep: Class 30 contains 1481 members 
Mstep: Class 31 contains 35455 members 
Mstep: Class 32 contains 3641 members 
Mstep: Class 33 contains 4359 members 
Mstep: Class 34 contains 10671 members 
Mstep: Class 35 contains 2491 members 
Mstep: Class 36 contains 11305 members 
Mstep: Class 37 contains 3738 members 
Mstep: Class 38 contains 15026 members 
Mstep: Class 39 contains 2292 members 
Mstep: Class 40 contains 35125 members 
Mstep: Class 41 contains 1249 members 
Mstep: Class 42 contains 139323 members 
Mstep: Class 43 contains 4356 members 
Mstep: Class 44 contains 1505 members 
Mstep: Class 45 contains 3065 members 
Mstep: Class 46 contains 1894 members 
Mstep: Class 47 contains 2279 members 
Mstep: Class 48 contains 3467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102298488.000000 Penalty: 168600.640625
Iteration 87Q: 49 clusters Score -1.022985e+08 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 26652 members 
Mstep: Class 5 contains 1402 members 
Mstep: Class 6 contains 228244 members 
Mstep: Class 7 contains 187661 members 
Mstep: Class 8 contains 207484 members 
Mstep: Class 9 contains 4712 members 
Mstep: Class 10 contains 35944 members 
Mstep: Class 11 contains 2877 members 
Mstep: Class 12 contains 14000 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 55188 members 
Mstep: Class 15 contains 4487 members 
Mstep: Class 16 contains 2492 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 161659 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 4725 members 
Mstep: Class 22 contains 1317 members 
Mstep: Class 23 contains 94146 members 
Mstep: Class 24 contains 11397 members 
Mstep: Class 25 contains 2781 members 
Mstep: Class 26 contains 3556 members 
Mstep: Class 27 contains 18956 members 
Mstep: Class 28 contains 2533 members 
Mstep: Class 29 contains 5681 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 35397 members 
Mstep: Class 32 contains 3672 members 
Mstep: Class 33 contains 4354 members 
Mstep: Class 34 contains 10615 members 
Mstep: Class 35 contains 2496 members 
Mstep: Class 36 contains 11316 members 
Mstep: Class 37 contains 3910 members 
Mstep: Class 38 contains 14982 members 
Mstep: Class 39 contains 2296 members 
Mstep: Class 40 contains 35222 members 
Mstep: Class 41 contains 1245 members 
Mstep: Class 42 contains 138798 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 1505 members 
Mstep: Class 45 contains 3095 members 
Mstep: Class 46 contains 1897 members 
Mstep: Class 47 contains 2281 members 
Mstep: Class 48 contains 3467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299096.000000 Penalty: 168600.640625
Iteration 88Q: 49 clusters Score -1.022991e+08 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 1995 members 
Mstep: Class 3 contains 5031 members 
Mstep: Class 4 contains 26650 members 
Mstep: Class 5 contains 1407 members 
Mstep: Class 6 contains 228355 members 
Mstep: Class 7 contains 187623 members 
Mstep: Class 8 contains 207467 members 
Mstep: Class 9 contains 4693 members 
Mstep: Class 10 contains 35957 members 
Mstep: Class 11 contains 2885 members 
Mstep: Class 12 contains 14008 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 55399 members 
Mstep: Class 15 contains 4475 members 
Mstep: Class 16 contains 2488 members 
Mstep: Class 17 contains 11786 members 
Mstep: Class 18 contains 7427 members 
Mstep: Class 19 contains 161845 members 
Mstep: Class 20 contains 2405 members 
Mstep: Class 21 contains 4743 members 
Mstep: Class 22 contains 1314 members 
Mstep: Class 23 contains 94027 members 
Mstep: Class 24 contains 11349 members 
Mstep: Class 25 contains 2773 members 
Mstep: Class 26 contains 3587 members 
Mstep: Class 27 contains 18938 members 
Mstep: Class 28 contains 2530 members 
Mstep: Class 29 contains 5679 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 35310 members 
Mstep: Class 32 contains 3694 members 
Mstep: Class 33 contains 4350 members 
Mstep: Class 34 contains 10573 members 
Mstep: Class 35 contains 2500 members 
Mstep: Class 36 contains 11332 members 
Mstep: Class 37 contains 4073 members 
Mstep: Class 38 contains 14936 members 
Mstep: Class 39 contains 2296 members 
Mstep: Class 40 contains 35279 members 
Mstep: Class 41 contains 1237 members 
Mstep: Class 42 contains 138356 members 
Mstep: Class 43 contains 4424 members 
Mstep: Class 44 contains 1505 members 
Mstep: Class 45 contains 3110 members 
Mstep: Class 46 contains 1903 members 
Mstep: Class 47 contains 2283 members 
Mstep: Class 48 contains 3467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299544.000000 Penalty: 168600.640625
Iteration 89Q: 49 clusters Score -1.022995e+08 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 1994 members 
Mstep: Class 3 contains 5049 members 
Mstep: Class 4 contains 26644 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 228436 members 
Mstep: Class 7 contains 187587 members 
Mstep: Class 8 contains 207443 members 
Mstep: Class 9 contains 4669 members 
Mstep: Class 10 contains 35970 members 
Mstep: Class 11 contains 2894 members 
Mstep: Class 12 contains 14022 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 55585 members 
Mstep: Class 15 contains 4473 members 
Mstep: Class 16 contains 2484 members 
Mstep: Class 17 contains 11778 members 
Mstep: Class 18 contains 7442 members 
Mstep: Class 19 contains 162008 members 
Mstep: Class 20 contains 2438 members 
Mstep: Class 21 contains 4758 members 
Mstep: Class 22 contains 1305 members 
Mstep: Class 23 contains 93929 members 
Mstep: Class 24 contains 11305 members 
Mstep: Class 25 contains 2763 members 
Mstep: Class 26 contains 3621 members 
Mstep: Class 27 contains 18929 members 
Mstep: Class 28 contains 2526 members 
Mstep: Class 29 contains 5676 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 35244 members 
Mstep: Class 32 contains 3713 members 
Mstep: Class 33 contains 4352 members 
Mstep: Class 34 contains 10534 members 
Mstep: Class 35 contains 2501 members 
Mstep: Class 36 contains 11335 members 
Mstep: Class 37 contains 4211 members 
Mstep: Class 38 contains 14890 members 
Mstep: Class 39 contains 2297 members 
Mstep: Class 40 contains 35314 members 
Mstep: Class 41 contains 1240 members 
Mstep: Class 42 contains 137993 members 
Mstep: Class 43 contains 4448 members 
Mstep: Class 44 contains 1505 members 
Mstep: Class 45 contains 3128 members 
Mstep: Class 46 contains 1910 members 
Mstep: Class 47 contains 2283 members 
Mstep: Class 48 contains 3467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299384.000000 Penalty: 168600.640625
Iteration 90Q: 49 clusters Score -1.022994e+08 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 1995 members 
Mstep: Class 3 contains 5058 members 
Mstep: Class 4 contains 26641 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 228491 members 
Mstep: Class 7 contains 187541 members 
Mstep: Class 8 contains 207428 members 
Mstep: Class 9 contains 4657 members 
Mstep: Class 10 contains 35987 members 
Mstep: Class 11 contains 2902 members 
Mstep: Class 12 contains 14033 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 55773 members 
Mstep: Class 15 contains 4462 members 
Mstep: Class 16 contains 2482 members 
Mstep: Class 17 contains 11778 members 
Mstep: Class 18 contains 7450 members 
Mstep: Class 19 contains 162142 members 
Mstep: Class 20 contains 2469 members 
Mstep: Class 21 contains 4775 members 
Mstep: Class 22 contains 1302 members 
Mstep: Class 23 contains 93855 members 
Mstep: Class 24 contains 11286 members 
Mstep: Class 25 contains 2753 members 
Mstep: Class 26 contains 3650 members 
Mstep: Class 27 contains 18908 members 
Mstep: Class 28 contains 2523 members 
Mstep: Class 29 contains 5674 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 35181 members 
Mstep: Class 32 contains 3734 members 
Mstep: Class 33 contains 4349 members 
Mstep: Class 34 contains 10511 members 
Mstep: Class 35 contains 2501 members 
Mstep: Class 36 contains 11335 members 
Mstep: Class 37 contains 4344 members 
Mstep: Class 38 contains 14853 members 
Mstep: Class 39 contains 2298 members 
Mstep: Class 40 contains 35343 members 
Mstep: Class 41 contains 1240 members 
Mstep: Class 42 contains 137665 members 
Mstep: Class 43 contains 4460 members 
Mstep: Class 44 contains 1506 members 
Mstep: Class 45 contains 3141 members 
Mstep: Class 46 contains 1913 members 
Mstep: Class 47 contains 2280 members 
Mstep: Class 48 contains 3467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299968.000000 Penalty: 168600.640625
Iteration 91Q: 49 clusters Score -1.023e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 1996 members 
Mstep: Class 3 contains 5064 members 
Mstep: Class 4 contains 26645 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 228520 members 
Mstep: Class 7 contains 187518 members 
Mstep: Class 8 contains 207413 members 
Mstep: Class 9 contains 4648 members 
Mstep: Class 10 contains 35999 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 14044 members 
Mstep: Class 13 contains 4953 members 
Mstep: Class 14 contains 55942 members 
Mstep: Class 15 contains 4457 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 11779 members 
Mstep: Class 18 contains 7455 members 
Mstep: Class 19 contains 162277 members 
Mstep: Class 20 contains 2492 members 
Mstep: Class 21 contains 4791 members 
Mstep: Class 22 contains 1298 members 
Mstep: Class 23 contains 93783 members 
Mstep: Class 24 contains 11279 members 
Mstep: Class 25 contains 2741 members 
Mstep: Class 26 contains 3669 members 
Mstep: Class 27 contains 18895 members 
Mstep: Class 28 contains 2519 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 35151 members 
Mstep: Class 32 contains 3745 members 
Mstep: Class 33 contains 4345 members 
Mstep: Class 34 contains 10480 members 
Mstep: Class 35 contains 2501 members 
Mstep: Class 36 contains 11337 members 
Mstep: Class 37 contains 4462 members 
Mstep: Class 38 contains 14815 members 
Mstep: Class 39 contains 2300 members 
Mstep: Class 40 contains 35357 members 
Mstep: Class 41 contains 1240 members 
Mstep: Class 42 contains 137367 members 
Mstep: Class 43 contains 4472 members 
Mstep: Class 44 contains 1506 members 
Mstep: Class 45 contains 3146 members 
Mstep: Class 46 contains 1916 members 
Mstep: Class 47 contains 2282 members 
Mstep: Class 48 contains 3466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299864.000000 Penalty: 168600.640625
Iteration 92Q: 49 clusters Score -1.022999e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 1996 members 
Mstep: Class 3 contains 5073 members 
Mstep: Class 4 contains 26642 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 228549 members 
Mstep: Class 7 contains 187489 members 
Mstep: Class 8 contains 207395 members 
Mstep: Class 9 contains 4628 members 
Mstep: Class 10 contains 36015 members 
Mstep: Class 11 contains 2912 members 
Mstep: Class 12 contains 14052 members 
Mstep: Class 13 contains 4953 members 
Mstep: Class 14 contains 56082 members 
Mstep: Class 15 contains 4450 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 11782 members 
Mstep: Class 18 contains 7469 members 
Mstep: Class 19 contains 162382 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 4797 members 
Mstep: Class 22 contains 1297 members 
Mstep: Class 23 contains 93725 members 
Mstep: Class 24 contains 11279 members 
Mstep: Class 25 contains 2731 members 
Mstep: Class 26 contains 3693 members 
Mstep: Class 27 contains 18897 members 
Mstep: Class 28 contains 2516 members 
Mstep: Class 29 contains 5675 members 
Mstep: Class 30 contains 1481 members 
Mstep: Class 31 contains 35107 members 
Mstep: Class 32 contains 3763 members 
Mstep: Class 33 contains 4343 members 
Mstep: Class 34 contains 10451 members 
Mstep: Class 35 contains 2502 members 
Mstep: Class 36 contains 11337 members 
Mstep: Class 37 contains 4558 members 
Mstep: Class 38 contains 14785 members 
Mstep: Class 39 contains 2298 members 
Mstep: Class 40 contains 35396 members 
Mstep: Class 41 contains 1238 members 
Mstep: Class 42 contains 137105 members 
Mstep: Class 43 contains 4483 members 
Mstep: Class 44 contains 1506 members 
Mstep: Class 45 contains 3147 members 
Mstep: Class 46 contains 1922 members 
Mstep: Class 47 contains 2282 members 
Mstep: Class 48 contains 3466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300032.000000 Penalty: 168600.640625
Iteration 93Q: 49 clusters Score -1.023e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 1996 members 
Mstep: Class 3 contains 5086 members 
Mstep: Class 4 contains 26652 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 228604 members 
Mstep: Class 7 contains 187446 members 
Mstep: Class 8 contains 207369 members 
Mstep: Class 9 contains 4621 members 
Mstep: Class 10 contains 36034 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 14062 members 
Mstep: Class 13 contains 4953 members 
Mstep: Class 14 contains 56180 members 
Mstep: Class 15 contains 4441 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 11783 members 
Mstep: Class 18 contains 7474 members 
Mstep: Class 19 contains 162455 members 
Mstep: Class 20 contains 2544 members 
Mstep: Class 21 contains 4809 members 
Mstep: Class 22 contains 1290 members 
Mstep: Class 23 contains 93709 members 
Mstep: Class 24 contains 11269 members 
Mstep: Class 25 contains 2713 members 
Mstep: Class 26 contains 3714 members 
Mstep: Class 27 contains 18911 members 
Mstep: Class 28 contains 2515 members 
Mstep: Class 29 contains 5679 members 
Mstep: Class 30 contains 1481 members 
Mstep: Class 31 contains 35082 members 
Mstep: Class 32 contains 3775 members 
Mstep: Class 33 contains 4341 members 
Mstep: Class 34 contains 10432 members 
Mstep: Class 35 contains 2503 members 
Mstep: Class 36 contains 11323 members 
Mstep: Class 37 contains 4658 members 
Mstep: Class 38 contains 14752 members 
Mstep: Class 39 contains 2297 members 
Mstep: Class 40 contains 35440 members 
Mstep: Class 41 contains 1242 members 
Mstep: Class 42 contains 136846 members 
Mstep: Class 43 contains 4484 members 
Mstep: Class 44 contains 1507 members 
Mstep: Class 45 contains 3149 members 
Mstep: Class 46 contains 1926 members 
Mstep: Class 47 contains 2284 members 
Mstep: Class 48 contains 3466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300200.000000 Penalty: 168600.640625
Iteration 94Q: 49 clusters Score -1.023002e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 1997 members 
Mstep: Class 3 contains 5096 members 
Mstep: Class 4 contains 26653 members 
Mstep: Class 5 contains 1414 members 
Mstep: Class 6 contains 228672 members 
Mstep: Class 7 contains 187406 members 
Mstep: Class 8 contains 207347 members 
Mstep: Class 9 contains 4613 members 
Mstep: Class 10 contains 36038 members 
Mstep: Class 11 contains 2916 members 
Mstep: Class 12 contains 14070 members 
Mstep: Class 13 contains 4953 members 
Mstep: Class 14 contains 56286 members 
Mstep: Class 15 contains 4437 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 11783 members 
Mstep: Class 18 contains 7476 members 
Mstep: Class 19 contains 162528 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 4816 members 
Mstep: Class 22 contains 1281 members 
Mstep: Class 23 contains 93677 members 
Mstep: Class 24 contains 11256 members 
Mstep: Class 25 contains 2704 members 
Mstep: Class 26 contains 3753 members 
Mstep: Class 27 contains 18920 members 
Mstep: Class 28 contains 2515 members 
Mstep: Class 29 contains 5680 members 
Mstep: Class 30 contains 1480 members 
Mstep: Class 31 contains 35049 members 
Mstep: Class 32 contains 3784 members 
Mstep: Class 33 contains 4342 members 
Mstep: Class 34 contains 10419 members 
Mstep: Class 35 contains 2506 members 
Mstep: Class 36 contains 11307 members 
Mstep: Class 37 contains 4748 members 
Mstep: Class 38 contains 14721 members 
Mstep: Class 39 contains 2297 members 
Mstep: Class 40 contains 35467 members 
Mstep: Class 41 contains 1245 members 
Mstep: Class 42 contains 136634 members 
Mstep: Class 43 contains 4486 members 
Mstep: Class 44 contains 1506 members 
Mstep: Class 45 contains 3152 members 
Mstep: Class 46 contains 1929 members 
Mstep: Class 47 contains 2282 members 
Mstep: Class 48 contains 3466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300112.000000 Penalty: 168600.640625
Iteration 95Q: 49 clusters Score -1.023001e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 1996 members 
Mstep: Class 3 contains 5102 members 
Mstep: Class 4 contains 26659 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 228714 members 
Mstep: Class 7 contains 187368 members 
Mstep: Class 8 contains 207334 members 
Mstep: Class 9 contains 4606 members 
Mstep: Class 10 contains 36046 members 
Mstep: Class 11 contains 2917 members 
Mstep: Class 12 contains 14077 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 56365 members 
Mstep: Class 15 contains 4430 members 
Mstep: Class 16 contains 2479 members 
Mstep: Class 17 contains 11780 members 
Mstep: Class 18 contains 7475 members 
Mstep: Class 19 contains 162596 members 
Mstep: Class 20 contains 2576 members 
Mstep: Class 21 contains 4820 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 93656 members 
Mstep: Class 24 contains 11240 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 3790 members 
Mstep: Class 27 contains 18919 members 
Mstep: Class 28 contains 2515 members 
Mstep: Class 29 contains 5682 members 
Mstep: Class 30 contains 1479 members 
Mstep: Class 31 contains 35025 members 
Mstep: Class 32 contains 3786 members 
Mstep: Class 33 contains 4346 members 
Mstep: Class 34 contains 10402 members 
Mstep: Class 35 contains 2511 members 
Mstep: Class 36 contains 11312 members 
Mstep: Class 37 contains 4844 members 
Mstep: Class 38 contains 14689 members 
Mstep: Class 39 contains 2297 members 
Mstep: Class 40 contains 35495 members 
Mstep: Class 41 contains 1251 members 
Mstep: Class 42 contains 136441 members 
Mstep: Class 43 contains 4494 members 
Mstep: Class 44 contains 1506 members 
Mstep: Class 45 contains 3153 members 
Mstep: Class 46 contains 1932 members 
Mstep: Class 47 contains 2282 members 
Mstep: Class 48 contains 3466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300088.000000 Penalty: 168600.640625
Iteration 96Q: 49 clusters Score -1.023001e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 1995 members 
Mstep: Class 3 contains 5109 members 
Mstep: Class 4 contains 26662 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 228751 members 
Mstep: Class 7 contains 187319 members 
Mstep: Class 8 contains 207324 members 
Mstep: Class 9 contains 4596 members 
Mstep: Class 10 contains 36051 members 
Mstep: Class 11 contains 2918 members 
Mstep: Class 12 contains 14087 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 56437 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 11780 members 
Mstep: Class 18 contains 7477 members 
Mstep: Class 19 contains 162669 members 
Mstep: Class 20 contains 2591 members 
Mstep: Class 21 contains 4822 members 
Mstep: Class 22 contains 1268 members 
Mstep: Class 23 contains 93645 members 
Mstep: Class 24 contains 11214 members 
Mstep: Class 25 contains 2690 members 
Mstep: Class 26 contains 3827 members 
Mstep: Class 27 contains 18921 members 
Mstep: Class 28 contains 2514 members 
Mstep: Class 29 contains 5682 members 
Mstep: Class 30 contains 1479 members 
Mstep: Class 31 contains 34992 members 
Mstep: Class 32 contains 3793 members 
Mstep: Class 33 contains 4346 members 
Mstep: Class 34 contains 10394 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 11311 members 
Mstep: Class 37 contains 4932 members 
Mstep: Class 38 contains 14664 members 
Mstep: Class 39 contains 2296 members 
Mstep: Class 40 contains 35521 members 
Mstep: Class 41 contains 1254 members 
Mstep: Class 42 contains 136275 members 
Mstep: Class 43 contains 4500 members 
Mstep: Class 44 contains 1506 members 
Mstep: Class 45 contains 3156 members 
Mstep: Class 46 contains 1935 members 
Mstep: Class 47 contains 2282 members 
Mstep: Class 48 contains 3466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300008.000000 Penalty: 168600.640625
Iteration 97Q: 49 clusters Score -1.023e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 1996 members 
Mstep: Class 3 contains 5120 members 
Mstep: Class 4 contains 26667 members 
Mstep: Class 5 contains 1419 members 
Mstep: Class 6 contains 228784 members 
Mstep: Class 7 contains 187270 members 
Mstep: Class 8 contains 207317 members 
Mstep: Class 9 contains 4591 members 
Mstep: Class 10 contains 36061 members 
Mstep: Class 11 contains 2920 members 
Mstep: Class 12 contains 14092 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 56504 members 
Mstep: Class 15 contains 4424 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 11780 members 
Mstep: Class 18 contains 7480 members 
Mstep: Class 19 contains 162744 members 
Mstep: Class 20 contains 2602 members 
Mstep: Class 21 contains 4822 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 93641 members 
Mstep: Class 24 contains 11185 members 
Mstep: Class 25 contains 2684 members 
Mstep: Class 26 contains 3853 members 
Mstep: Class 27 contains 18916 members 
Mstep: Class 28 contains 2515 members 
Mstep: Class 29 contains 5681 members 
Mstep: Class 30 contains 1479 members 
Mstep: Class 31 contains 34969 members 
Mstep: Class 32 contains 3795 members 
Mstep: Class 33 contains 4346 members 
Mstep: Class 34 contains 10392 members 
Mstep: Class 35 contains 2515 members 
Mstep: Class 36 contains 11309 members 
Mstep: Class 37 contains 5003 members 
Mstep: Class 38 contains 14646 members 
Mstep: Class 39 contains 2294 members 
Mstep: Class 40 contains 35542 members 
Mstep: Class 41 contains 1252 members 
Mstep: Class 42 contains 136119 members 
Mstep: Class 43 contains 4504 members 
Mstep: Class 44 contains 1506 members 
Mstep: Class 45 contains 3160 members 
Mstep: Class 46 contains 1935 members 
Mstep: Class 47 contains 2283 members 
Mstep: Class 48 contains 3466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300056.000000 Penalty: 168600.640625
Iteration 98Q: 49 clusters Score -1.023001e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 1995 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 26671 members 
Mstep: Class 5 contains 1424 members 
Mstep: Class 6 contains 228817 members 
Mstep: Class 7 contains 187221 members 
Mstep: Class 8 contains 207315 members 
Mstep: Class 9 contains 4584 members 
Mstep: Class 10 contains 36058 members 
Mstep: Class 11 contains 2920 members 
Mstep: Class 12 contains 14100 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 56567 members 
Mstep: Class 15 contains 4420 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 11781 members 
Mstep: Class 18 contains 7481 members 
Mstep: Class 19 contains 162821 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 4822 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 93639 members 
Mstep: Class 24 contains 11152 members 
Mstep: Class 25 contains 2676 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 18906 members 
Mstep: Class 28 contains 2515 members 
Mstep: Class 29 contains 5681 members 
Mstep: Class 30 contains 1478 members 
Mstep: Class 31 contains 34946 members 
Mstep: Class 32 contains 3803 members 
Mstep: Class 33 contains 4347 members 
Mstep: Class 34 contains 10384 members 
Mstep: Class 35 contains 2515 members 
Mstep: Class 36 contains 11301 members 
Mstep: Class 37 contains 5065 members 
Mstep: Class 38 contains 14633 members 
Mstep: Class 39 contains 2294 members 
Mstep: Class 40 contains 35568 members 
Mstep: Class 41 contains 1253 members 
Mstep: Class 42 contains 135971 members 
Mstep: Class 43 contains 4508 members 
Mstep: Class 44 contains 1506 members 
Mstep: Class 45 contains 3166 members 
Mstep: Class 46 contains 1933 members 
Mstep: Class 47 contains 2282 members 
Mstep: Class 48 contains 3466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300056.000000 Penalty: 168600.640625
Iteration 99Q: 49 clusters Score -1.023001e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 1996 members 
Mstep: Class 3 contains 5147 members 
Mstep: Class 4 contains 26673 members 
Mstep: Class 5 contains 1425 members 
Mstep: Class 6 contains 228861 members 
Mstep: Class 7 contains 187190 members 
Mstep: Class 8 contains 207304 members 
Mstep: Class 9 contains 4575 members 
Mstep: Class 10 contains 36055 members 
Mstep: Class 11 contains 2921 members 
Mstep: Class 12 contains 14103 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 56626 members 
Mstep: Class 15 contains 4418 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 11782 members 
Mstep: Class 18 contains 7482 members 
Mstep: Class 19 contains 162882 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 4821 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 93629 members 
Mstep: Class 24 contains 11131 members 
Mstep: Class 25 contains 2667 members 
Mstep: Class 26 contains 3881 members 
Mstep: Class 27 contains 18910 members 
Mstep: Class 28 contains 2514 members 
Mstep: Class 29 contains 5680 members 
Mstep: Class 30 contains 1478 members 
Mstep: Class 31 contains 34940 members 
Mstep: Class 32 contains 3811 members 
Mstep: Class 33 contains 4347 members 
Mstep: Class 34 contains 10377 members 
Mstep: Class 35 contains 2515 members 
Mstep: Class 36 contains 11291 members 
Mstep: Class 37 contains 5119 members 
Mstep: Class 38 contains 14613 members 
Mstep: Class 39 contains 2294 members 
Mstep: Class 40 contains 35585 members 
Mstep: Class 41 contains 1254 members 
Mstep: Class 42 contains 135826 members 
Mstep: Class 43 contains 4512 members 
Mstep: Class 44 contains 1506 members 
Mstep: Class 45 contains 3175 members 
Mstep: Class 46 contains 1934 members 
Mstep: Class 47 contains 2281 members 
Mstep: Class 48 contains 3466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300224.000000 Penalty: 168600.640625
Iteration 100F: 49 clusters Score -1.023002e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 1996 members 
Mstep: Class 3 contains 5153 members 
Mstep: Class 4 contains 26672 members 
Mstep: Class 5 contains 1426 members 
Mstep: Class 6 contains 228906 members 
Mstep: Class 7 contains 187161 members 
Mstep: Class 8 contains 207299 members 
Mstep: Class 9 contains 4568 members 
Mstep: Class 10 contains 36047 members 
Mstep: Class 11 contains 2922 members 
Mstep: Class 12 contains 14107 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 56672 members 
Mstep: Class 15 contains 4411 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 11782 members 
Mstep: Class 18 contains 7482 members 
Mstep: Class 19 contains 162929 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 4822 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 93612 members 
Mstep: Class 24 contains 11102 members 
Mstep: Class 25 contains 2663 members 
Mstep: Class 26 contains 3928 members 
Mstep: Class 27 contains 18912 members 
Mstep: Class 28 contains 2515 members 
Mstep: Class 29 contains 5681 members 
Mstep: Class 30 contains 1477 members 
Mstep: Class 31 contains 34922 members 
Mstep: Class 32 contains 3817 members 
Mstep: Class 33 contains 4347 members 
Mstep: Class 34 contains 10377 members 
Mstep: Class 35 contains 2516 members 
Mstep: Class 36 contains 11275 members 
Mstep: Class 37 contains 5213 members 
Mstep: Class 38 contains 14599 members 
Mstep: Class 39 contains 2304 members 
Mstep: Class 40 contains 35581 members 
Mstep: Class 41 contains 1254 members 
Mstep: Class 42 contains 135705 members 
Mstep: Class 43 contains 4516 members 
Mstep: Class 44 contains 1506 members 
Mstep: Class 45 contains 3181 members 
Mstep: Class 46 contains 1935 members 
Mstep: Class 47 contains 2280 members 
Mstep: Class 48 contains 3466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300208.000000 Penalty: 168600.640625
Iteration 101Q: 49 clusters Score -1.023002e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 1995 members 
Mstep: Class 3 contains 5154 members 
Mstep: Class 4 contains 26671 members 
Mstep: Class 5 contains 1429 members 
Mstep: Class 6 contains 228948 members 
Mstep: Class 7 contains 187133 members 
Mstep: Class 8 contains 207294 members 
Mstep: Class 9 contains 4564 members 
Mstep: Class 10 contains 36042 members 
Mstep: Class 11 contains 2923 members 
Mstep: Class 12 contains 14108 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 56725 members 
Mstep: Class 15 contains 4400 members 
Mstep: Class 16 contains 2461 members 
Mstep: Class 17 contains 11782 members 
Mstep: Class 18 contains 7484 members 
Mstep: Class 19 contains 162960 members 
Mstep: Class 20 contains 2644 members 
Mstep: Class 21 contains 4824 members 
Mstep: Class 22 contains 1268 members 
Mstep: Class 23 contains 93592 members 
Mstep: Class 24 contains 11068 members 
Mstep: Class 25 contains 2662 members 
Mstep: Class 26 contains 3986 members 
Mstep: Class 27 contains 18907 members 
Mstep: Class 28 contains 2514 members 
Mstep: Class 29 contains 5682 members 
Mstep: Class 30 contains 1477 members 
Mstep: Class 31 contains 34905 members 
Mstep: Class 32 contains 3824 members 
Mstep: Class 33 contains 4347 members 
Mstep: Class 34 contains 10372 members 
Mstep: Class 35 contains 2518 members 
Mstep: Class 36 contains 11263 members 
Mstep: Class 37 contains 5299 members 
Mstep: Class 38 contains 14587 members 
Mstep: Class 39 contains 2311 members 
Mstep: Class 40 contains 35591 members 
Mstep: Class 41 contains 1254 members 
Mstep: Class 42 contains 135598 members 
Mstep: Class 43 contains 4522 members 
Mstep: Class 44 contains 1506 members 
Mstep: Class 45 contains 3185 members 
Mstep: Class 46 contains 1938 members 
Mstep: Class 47 contains 2276 members 
Mstep: Class 48 contains 3466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300336.000000 Penalty: 168600.640625
Iteration 102Q: 49 clusters Score -1.023003e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 1995 members 
Mstep: Class 3 contains 5157 members 
Mstep: Class 4 contains 26671 members 
Mstep: Class 5 contains 1434 members 
Mstep: Class 6 contains 228971 members 
Mstep: Class 7 contains 187099 members 
Mstep: Class 8 contains 207288 members 
Mstep: Class 9 contains 4560 members 
Mstep: Class 10 contains 36042 members 
Mstep: Class 11 contains 2925 members 
Mstep: Class 12 contains 14112 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 56775 members 
Mstep: Class 15 contains 4396 members 
Mstep: Class 16 contains 2449 members 
Mstep: Class 17 contains 11783 members 
Mstep: Class 18 contains 7489 members 
Mstep: Class 19 contains 163011 members 
Mstep: Class 20 contains 2661 members 
Mstep: Class 21 contains 4825 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 93582 members 
Mstep: Class 24 contains 11047 members 
Mstep: Class 25 contains 2662 members 
Mstep: Class 26 contains 4042 members 
Mstep: Class 27 contains 18900 members 
Mstep: Class 28 contains 2514 members 
Mstep: Class 29 contains 5682 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 34889 members 
Mstep: Class 32 contains 3826 members 
Mstep: Class 33 contains 4348 members 
Mstep: Class 34 contains 10367 members 
Mstep: Class 35 contains 2517 members 
Mstep: Class 36 contains 11257 members 
Mstep: Class 37 contains 5360 members 
Mstep: Class 38 contains 14571 members 
Mstep: Class 39 contains 2321 members 
Mstep: Class 40 contains 35580 members 
Mstep: Class 41 contains 1255 members 
Mstep: Class 42 contains 135494 members 
Mstep: Class 43 contains 4525 members 
Mstep: Class 44 contains 1507 members 
Mstep: Class 45 contains 3188 members 
Mstep: Class 46 contains 1940 members 
Mstep: Class 47 contains 2276 members 
Mstep: Class 48 contains 3466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300664.000000 Penalty: 168600.640625
Iteration 103Q: 49 clusters Score -1.023007e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 1995 members 
Mstep: Class 3 contains 5160 members 
Mstep: Class 4 contains 26673 members 
Mstep: Class 5 contains 1436 members 
Mstep: Class 6 contains 228987 members 
Mstep: Class 7 contains 187062 members 
Mstep: Class 8 contains 207283 members 
Mstep: Class 9 contains 4563 members 
Mstep: Class 10 contains 36041 members 
Mstep: Class 11 contains 2925 members 
Mstep: Class 12 contains 14120 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 56813 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 2434 members 
Mstep: Class 17 contains 11783 members 
Mstep: Class 18 contains 7491 members 
Mstep: Class 19 contains 163060 members 
Mstep: Class 20 contains 2681 members 
Mstep: Class 21 contains 4829 members 
Mstep: Class 22 contains 1266 members 
Mstep: Class 23 contains 93579 members 
Mstep: Class 24 contains 11022 members 
Mstep: Class 25 contains 2660 members 
Mstep: Class 26 contains 4118 members 
Mstep: Class 27 contains 18886 members 
Mstep: Class 28 contains 2513 members 
Mstep: Class 29 contains 5682 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 34866 members 
Mstep: Class 32 contains 3829 members 
Mstep: Class 33 contains 4349 members 
Mstep: Class 34 contains 10361 members 
Mstep: Class 35 contains 2517 members 
Mstep: Class 36 contains 11244 members 
Mstep: Class 37 contains 5431 members 
Mstep: Class 38 contains 14555 members 
Mstep: Class 39 contains 2335 members 
Mstep: Class 40 contains 35574 members 
Mstep: Class 41 contains 1255 members 
Mstep: Class 42 contains 135421 members 
Mstep: Class 43 contains 4529 members 
Mstep: Class 44 contains 1507 members 
Mstep: Class 45 contains 3188 members 
Mstep: Class 46 contains 1941 members 
Mstep: Class 47 contains 2275 members 
Mstep: Class 48 contains 3466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300568.000000 Penalty: 168600.640625
Iteration 104Q: 49 clusters Score -1.023006e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 1996 members 
Mstep: Class 3 contains 5166 members 
Mstep: Class 4 contains 26671 members 
Mstep: Class 5 contains 1437 members 
Mstep: Class 6 contains 229018 members 
Mstep: Class 7 contains 187042 members 
Mstep: Class 8 contains 207276 members 
Mstep: Class 9 contains 4561 members 
Mstep: Class 10 contains 36053 members 
Mstep: Class 11 contains 2925 members 
Mstep: Class 12 contains 14125 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 56845 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 2423 members 
Mstep: Class 17 contains 11783 members 
Mstep: Class 18 contains 7494 members 
Mstep: Class 19 contains 163099 members 
Mstep: Class 20 contains 2700 members 
Mstep: Class 21 contains 4829 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 93569 members 
Mstep: Class 24 contains 10999 members 
Mstep: Class 25 contains 2662 members 
Mstep: Class 26 contains 4219 members 
Mstep: Class 27 contains 18873 members 
Mstep: Class 28 contains 2513 members 
Mstep: Class 29 contains 5681 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 34845 members 
Mstep: Class 32 contains 3832 members 
Mstep: Class 33 contains 4350 members 
Mstep: Class 34 contains 10351 members 
Mstep: Class 35 contains 2517 members 
Mstep: Class 36 contains 11228 members 
Mstep: Class 37 contains 5492 members 
Mstep: Class 38 contains 14537 members 
Mstep: Class 39 contains 2344 members 
Mstep: Class 40 contains 35583 members 
Mstep: Class 41 contains 1256 members 
Mstep: Class 42 contains 135332 members 
Mstep: Class 43 contains 4532 members 
Mstep: Class 44 contains 1509 members 
Mstep: Class 45 contains 3189 members 
Mstep: Class 46 contains 1941 members 
Mstep: Class 47 contains 2274 members 
Mstep: Class 48 contains 3467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102300928.000000 Penalty: 168600.640625
Iteration 105Q: 49 clusters Score -1.023009e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 1998 members 
Mstep: Class 3 contains 5171 members 
Mstep: Class 4 contains 26674 members 
Mstep: Class 5 contains 1437 members 
Mstep: Class 6 contains 229040 members 
Mstep: Class 7 contains 187029 members 
Mstep: Class 8 contains 207266 members 
Mstep: Class 9 contains 4558 members 
Mstep: Class 10 contains 36060 members 
Mstep: Class 11 contains 2925 members 
Mstep: Class 12 contains 14132 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 56887 members 
Mstep: Class 15 contains 4390 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 11784 members 
Mstep: Class 18 contains 7500 members 
Mstep: Class 19 contains 163133 members 
Mstep: Class 20 contains 2721 members 
Mstep: Class 21 contains 4830 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 93560 members 
Mstep: Class 24 contains 10986 members 
Mstep: Class 25 contains 2661 members 
Mstep: Class 26 contains 4308 members 
Mstep: Class 27 contains 18862 members 
Mstep: Class 28 contains 2514 members 
Mstep: Class 29 contains 5681 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 34817 members 
Mstep: Class 32 contains 3837 members 
Mstep: Class 33 contains 4353 members 
Mstep: Class 34 contains 10335 members 
Mstep: Class 35 contains 2517 members 
Mstep: Class 36 contains 11221 members 
Mstep: Class 37 contains 5572 members 
Mstep: Class 38 contains 14515 members 
Mstep: Class 39 contains 2348 members 
Mstep: Class 40 contains 35584 members 
Mstep: Class 41 contains 1256 members 
Mstep: Class 42 contains 135237 members 
Mstep: Class 43 contains 4535 members 
Mstep: Class 44 contains 1512 members 
Mstep: Class 45 contains 3189 members 
Mstep: Class 46 contains 1945 members 
Mstep: Class 47 contains 2272 members 
Mstep: Class 48 contains 3467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301072.000000 Penalty: 168600.640625
Iteration 106Q: 49 clusters Score -1.023011e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 2001 members 
Mstep: Class 3 contains 5178 members 
Mstep: Class 4 contains 26677 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 229059 members 
Mstep: Class 7 contains 187016 members 
Mstep: Class 8 contains 207251 members 
Mstep: Class 9 contains 4553 members 
Mstep: Class 10 contains 36063 members 
Mstep: Class 11 contains 2926 members 
Mstep: Class 12 contains 14138 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 56926 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 11783 members 
Mstep: Class 18 contains 7500 members 
Mstep: Class 19 contains 163169 members 
Mstep: Class 20 contains 2748 members 
Mstep: Class 21 contains 4831 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 93547 members 
Mstep: Class 24 contains 10975 members 
Mstep: Class 25 contains 2660 members 
Mstep: Class 26 contains 4396 members 
Mstep: Class 27 contains 18847 members 
Mstep: Class 28 contains 2513 members 
Mstep: Class 29 contains 5680 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 34790 members 
Mstep: Class 32 contains 3840 members 
Mstep: Class 33 contains 4354 members 
Mstep: Class 34 contains 10326 members 
Mstep: Class 35 contains 2517 members 
Mstep: Class 36 contains 11212 members 
Mstep: Class 37 contains 5650 members 
Mstep: Class 38 contains 14487 members 
Mstep: Class 39 contains 2353 members 
Mstep: Class 40 contains 35600 members 
Mstep: Class 41 contains 1256 members 
Mstep: Class 42 contains 135153 members 
Mstep: Class 43 contains 4540 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 3191 members 
Mstep: Class 46 contains 1946 members 
Mstep: Class 47 contains 2269 members 
Mstep: Class 48 contains 3467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301232.000000 Penalty: 168600.640625
Iteration 107Q: 49 clusters Score -1.023012e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 2003 members 
Mstep: Class 3 contains 5186 members 
Mstep: Class 4 contains 26683 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 229070 members 
Mstep: Class 7 contains 187008 members 
Mstep: Class 8 contains 207247 members 
Mstep: Class 9 contains 4545 members 
Mstep: Class 10 contains 36065 members 
Mstep: Class 11 contains 2927 members 
Mstep: Class 12 contains 14139 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 56960 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 11782 members 
Mstep: Class 18 contains 7504 members 
Mstep: Class 19 contains 163227 members 
Mstep: Class 20 contains 2777 members 
Mstep: Class 21 contains 4833 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 93538 members 
Mstep: Class 24 contains 10958 members 
Mstep: Class 25 contains 2658 members 
Mstep: Class 26 contains 4453 members 
Mstep: Class 27 contains 18823 members 
Mstep: Class 28 contains 2513 members 
Mstep: Class 29 contains 5680 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 34764 members 
Mstep: Class 32 contains 3840 members 
Mstep: Class 33 contains 4356 members 
Mstep: Class 34 contains 10314 members 
Mstep: Class 35 contains 2518 members 
Mstep: Class 36 contains 11207 members 
Mstep: Class 37 contains 5725 members 
Mstep: Class 38 contains 14464 members 
Mstep: Class 39 contains 2355 members 
Mstep: Class 40 contains 35624 members 
Mstep: Class 41 contains 1256 members 
Mstep: Class 42 contains 135066 members 
Mstep: Class 43 contains 4544 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3193 members 
Mstep: Class 46 contains 1948 members 
Mstep: Class 47 contains 2267 members 
Mstep: Class 48 contains 3467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301376.000000 Penalty: 168600.640625
Iteration 108Q: 49 clusters Score -1.023014e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 2004 members 
Mstep: Class 3 contains 5193 members 
Mstep: Class 4 contains 26683 members 
Mstep: Class 5 contains 1441 members 
Mstep: Class 6 contains 229094 members 
Mstep: Class 7 contains 187000 members 
Mstep: Class 8 contains 207239 members 
Mstep: Class 9 contains 4537 members 
Mstep: Class 10 contains 36063 members 
Mstep: Class 11 contains 2927 members 
Mstep: Class 12 contains 14143 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 57003 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11781 members 
Mstep: Class 18 contains 7504 members 
Mstep: Class 19 contains 163267 members 
Mstep: Class 20 contains 2814 members 
Mstep: Class 21 contains 4834 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 93530 members 
Mstep: Class 24 contains 10932 members 
Mstep: Class 25 contains 2659 members 
Mstep: Class 26 contains 4513 members 
Mstep: Class 27 contains 18800 members 
Mstep: Class 28 contains 2513 members 
Mstep: Class 29 contains 5679 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 34730 members 
Mstep: Class 32 contains 3842 members 
Mstep: Class 33 contains 4356 members 
Mstep: Class 34 contains 10300 members 
Mstep: Class 35 contains 2518 members 
Mstep: Class 36 contains 11200 members 
Mstep: Class 37 contains 5804 members 
Mstep: Class 38 contains 14448 members 
Mstep: Class 39 contains 2359 members 
Mstep: Class 40 contains 35648 members 
Mstep: Class 41 contains 1256 members 
Mstep: Class 42 contains 134990 members 
Mstep: Class 43 contains 4549 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3196 members 
Mstep: Class 46 contains 1947 members 
Mstep: Class 47 contains 2265 members 
Mstep: Class 48 contains 3468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301376.000000 Penalty: 168600.640625
Iteration 109Q: 49 clusters Score -1.023014e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 2003 members 
Mstep: Class 3 contains 5200 members 
Mstep: Class 4 contains 26684 members 
Mstep: Class 5 contains 1442 members 
Mstep: Class 6 contains 229110 members 
Mstep: Class 7 contains 186995 members 
Mstep: Class 8 contains 207230 members 
Mstep: Class 9 contains 4529 members 
Mstep: Class 10 contains 36053 members 
Mstep: Class 11 contains 2927 members 
Mstep: Class 12 contains 14144 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 57035 members 
Mstep: Class 15 contains 4351 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 11784 members 
Mstep: Class 18 contains 7510 members 
Mstep: Class 19 contains 163305 members 
Mstep: Class 20 contains 2844 members 
Mstep: Class 21 contains 4835 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 93521 members 
Mstep: Class 24 contains 10905 members 
Mstep: Class 25 contains 2657 members 
Mstep: Class 26 contains 4574 members 
Mstep: Class 27 contains 18780 members 
Mstep: Class 28 contains 2513 members 
Mstep: Class 29 contains 5678 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 34705 members 
Mstep: Class 32 contains 3844 members 
Mstep: Class 33 contains 4356 members 
Mstep: Class 34 contains 10290 members 
Mstep: Class 35 contains 2517 members 
Mstep: Class 36 contains 11193 members 
Mstep: Class 37 contains 5894 members 
Mstep: Class 38 contains 14440 members 
Mstep: Class 39 contains 2360 members 
Mstep: Class 40 contains 35655 members 
Mstep: Class 41 contains 1256 members 
Mstep: Class 42 contains 134922 members 
Mstep: Class 43 contains 4557 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3197 members 
Mstep: Class 46 contains 1947 members 
Mstep: Class 47 contains 2263 members 
Mstep: Class 48 contains 3468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301280.000000 Penalty: 168600.640625
Iteration 110Q: 49 clusters Score -1.023013e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 2003 members 
Mstep: Class 3 contains 5207 members 
Mstep: Class 4 contains 26684 members 
Mstep: Class 5 contains 1442 members 
Mstep: Class 6 contains 229124 members 
Mstep: Class 7 contains 186992 members 
Mstep: Class 8 contains 207214 members 
Mstep: Class 9 contains 4522 members 
Mstep: Class 10 contains 36047 members 
Mstep: Class 11 contains 2927 members 
Mstep: Class 12 contains 14144 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 57069 members 
Mstep: Class 15 contains 4348 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 11785 members 
Mstep: Class 18 contains 7514 members 
Mstep: Class 19 contains 163348 members 
Mstep: Class 20 contains 2884 members 
Mstep: Class 21 contains 4836 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 93519 members 
Mstep: Class 24 contains 10878 members 
Mstep: Class 25 contains 2655 members 
Mstep: Class 26 contains 4622 members 
Mstep: Class 27 contains 18754 members 
Mstep: Class 28 contains 2513 members 
Mstep: Class 29 contains 5678 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 34692 members 
Mstep: Class 32 contains 3844 members 
Mstep: Class 33 contains 4356 members 
Mstep: Class 34 contains 10276 members 
Mstep: Class 35 contains 2518 members 
Mstep: Class 36 contains 11186 members 
Mstep: Class 37 contains 5969 members 
Mstep: Class 38 contains 14431 members 
Mstep: Class 39 contains 2360 members 
Mstep: Class 40 contains 35667 members 
Mstep: Class 41 contains 1256 members 
Mstep: Class 42 contains 134851 members 
Mstep: Class 43 contains 4567 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3197 members 
Mstep: Class 46 contains 1947 members 
Mstep: Class 47 contains 2264 members 
Mstep: Class 48 contains 3468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301392.000000 Penalty: 168600.640625
Iteration 111Q: 49 clusters Score -1.023014e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 2003 members 
Mstep: Class 3 contains 5217 members 
Mstep: Class 4 contains 26681 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 229139 members 
Mstep: Class 7 contains 186992 members 
Mstep: Class 8 contains 207199 members 
Mstep: Class 9 contains 4513 members 
Mstep: Class 10 contains 36053 members 
Mstep: Class 11 contains 2927 members 
Mstep: Class 12 contains 14143 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 57102 members 
Mstep: Class 15 contains 4339 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 7514 members 
Mstep: Class 19 contains 163382 members 
Mstep: Class 20 contains 2927 members 
Mstep: Class 21 contains 4838 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 93518 members 
Mstep: Class 24 contains 10856 members 
Mstep: Class 25 contains 2652 members 
Mstep: Class 26 contains 4665 members 
Mstep: Class 27 contains 18732 members 
Mstep: Class 28 contains 2513 members 
Mstep: Class 29 contains 5678 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 34674 members 
Mstep: Class 32 contains 3847 members 
Mstep: Class 33 contains 4356 members 
Mstep: Class 34 contains 10269 members 
Mstep: Class 35 contains 2518 members 
Mstep: Class 36 contains 11182 members 
Mstep: Class 37 contains 6033 members 
Mstep: Class 38 contains 14421 members 
Mstep: Class 39 contains 2360 members 
Mstep: Class 40 contains 35683 members 
Mstep: Class 41 contains 1256 members 
Mstep: Class 42 contains 134779 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3196 members 
Mstep: Class 46 contains 1947 members 
Mstep: Class 47 contains 2264 members 
Mstep: Class 48 contains 3468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301688.000000 Penalty: 168600.640625
Iteration 112Q: 49 clusters Score -1.023017e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 2003 members 
Mstep: Class 3 contains 5225 members 
Mstep: Class 4 contains 26682 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 229148 members 
Mstep: Class 7 contains 186976 members 
Mstep: Class 8 contains 207167 members 
Mstep: Class 9 contains 4510 members 
Mstep: Class 10 contains 36062 members 
Mstep: Class 11 contains 2927 members 
Mstep: Class 12 contains 14146 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 57144 members 
Mstep: Class 15 contains 4327 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 7516 members 
Mstep: Class 19 contains 163411 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 4837 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 93517 members 
Mstep: Class 24 contains 10821 members 
Mstep: Class 25 contains 2648 members 
Mstep: Class 26 contains 4706 members 
Mstep: Class 27 contains 18715 members 
Mstep: Class 28 contains 2513 members 
Mstep: Class 29 contains 5677 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 34661 members 
Mstep: Class 32 contains 3852 members 
Mstep: Class 33 contains 4355 members 
Mstep: Class 34 contains 10259 members 
Mstep: Class 35 contains 2518 members 
Mstep: Class 36 contains 11179 members 
Mstep: Class 37 contains 6082 members 
Mstep: Class 38 contains 14417 members 
Mstep: Class 39 contains 2360 members 
Mstep: Class 40 contains 35697 members 
Mstep: Class 41 contains 1256 members 
Mstep: Class 42 contains 134716 members 
Mstep: Class 43 contains 4578 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3196 members 
Mstep: Class 46 contains 1947 members 
Mstep: Class 47 contains 2264 members 
Mstep: Class 48 contains 3468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301728.000000 Penalty: 168600.640625
Iteration 113Q: 49 clusters Score -1.023017e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 2003 members 
Mstep: Class 3 contains 5226 members 
Mstep: Class 4 contains 26682 members 
Mstep: Class 5 contains 1446 members 
Mstep: Class 6 contains 229163 members 
Mstep: Class 7 contains 186988 members 
Mstep: Class 8 contains 207134 members 
Mstep: Class 9 contains 4504 members 
Mstep: Class 10 contains 36060 members 
Mstep: Class 11 contains 2927 members 
Mstep: Class 12 contains 14148 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 57188 members 
Mstep: Class 15 contains 4323 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 7522 members 
Mstep: Class 19 contains 163418 members 
Mstep: Class 20 contains 3018 members 
Mstep: Class 21 contains 4838 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 93508 members 
Mstep: Class 24 contains 10792 members 
Mstep: Class 25 contains 2649 members 
Mstep: Class 26 contains 4755 members 
Mstep: Class 27 contains 18715 members 
Mstep: Class 28 contains 2512 members 
Mstep: Class 29 contains 5677 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 34625 members 
Mstep: Class 32 contains 3853 members 
Mstep: Class 33 contains 4354 members 
Mstep: Class 34 contains 10257 members 
Mstep: Class 35 contains 2518 members 
Mstep: Class 36 contains 11176 members 
Mstep: Class 37 contains 6137 members 
Mstep: Class 38 contains 14416 members 
Mstep: Class 39 contains 2360 members 
Mstep: Class 40 contains 35697 members 
Mstep: Class 41 contains 1256 members 
Mstep: Class 42 contains 134671 members 
Mstep: Class 43 contains 4582 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3195 members 
Mstep: Class 46 contains 1946 members 
Mstep: Class 47 contains 2263 members 
Mstep: Class 48 contains 3468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301800.000000 Penalty: 168600.640625
Iteration 114Q: 49 clusters Score -1.023018e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 2005 members 
Mstep: Class 3 contains 5229 members 
Mstep: Class 4 contains 26682 members 
Mstep: Class 5 contains 1448 members 
Mstep: Class 6 contains 229165 members 
Mstep: Class 7 contains 186989 members 
Mstep: Class 8 contains 207116 members 
Mstep: Class 9 contains 4496 members 
Mstep: Class 10 contains 36072 members 
Mstep: Class 11 contains 2927 members 
Mstep: Class 12 contains 14150 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 57226 members 
Mstep: Class 15 contains 4319 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 163428 members 
Mstep: Class 20 contains 3056 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 93506 members 
Mstep: Class 24 contains 10763 members 
Mstep: Class 25 contains 2649 members 
Mstep: Class 26 contains 4799 members 
Mstep: Class 27 contains 18696 members 
Mstep: Class 28 contains 2512 members 
Mstep: Class 29 contains 5677 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 34600 members 
Mstep: Class 32 contains 3854 members 
Mstep: Class 33 contains 4354 members 
Mstep: Class 34 contains 10247 members 
Mstep: Class 35 contains 2518 members 
Mstep: Class 36 contains 11173 members 
Mstep: Class 37 contains 6202 members 
Mstep: Class 38 contains 14415 members 
Mstep: Class 39 contains 2360 members 
Mstep: Class 40 contains 35698 members 
Mstep: Class 41 contains 1256 members 
Mstep: Class 42 contains 134618 members 
Mstep: Class 43 contains 4586 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3193 members 
Mstep: Class 46 contains 1946 members 
Mstep: Class 47 contains 2263 members 
Mstep: Class 48 contains 3468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301816.000000 Penalty: 168600.640625
Iteration 115Q: 49 clusters Score -1.023018e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5232 members 
Mstep: Class 4 contains 26682 members 
Mstep: Class 5 contains 1448 members 
Mstep: Class 6 contains 229171 members 
Mstep: Class 7 contains 186981 members 
Mstep: Class 8 contains 207097 members 
Mstep: Class 9 contains 4489 members 
Mstep: Class 10 contains 36070 members 
Mstep: Class 11 contains 2928 members 
Mstep: Class 12 contains 14156 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 57256 members 
Mstep: Class 15 contains 4313 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 7525 members 
Mstep: Class 19 contains 163447 members 
Mstep: Class 20 contains 3084 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 93508 members 
Mstep: Class 24 contains 10733 members 
Mstep: Class 25 contains 2650 members 
Mstep: Class 26 contains 4847 members 
Mstep: Class 27 contains 18688 members 
Mstep: Class 28 contains 2513 members 
Mstep: Class 29 contains 5677 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 34580 members 
Mstep: Class 32 contains 3858 members 
Mstep: Class 33 contains 4354 members 
Mstep: Class 34 contains 10237 members 
Mstep: Class 35 contains 2519 members 
Mstep: Class 36 contains 11165 members 
Mstep: Class 37 contains 6268 members 
Mstep: Class 38 contains 14407 members 
Mstep: Class 39 contains 2360 members 
Mstep: Class 40 contains 35693 members 
Mstep: Class 41 contains 1256 members 
Mstep: Class 42 contains 134581 members 
Mstep: Class 43 contains 4590 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3196 members 
Mstep: Class 46 contains 1946 members 
Mstep: Class 47 contains 2264 members 
Mstep: Class 48 contains 3468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302008.000000 Penalty: 168600.640625
Iteration 116Q: 49 clusters Score -1.02302e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5234 members 
Mstep: Class 4 contains 26682 members 
Mstep: Class 5 contains 1450 members 
Mstep: Class 6 contains 229174 members 
Mstep: Class 7 contains 186973 members 
Mstep: Class 8 contains 207083 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 36078 members 
Mstep: Class 11 contains 2928 members 
Mstep: Class 12 contains 14160 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 57293 members 
Mstep: Class 15 contains 4309 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 7529 members 
Mstep: Class 19 contains 163455 members 
Mstep: Class 20 contains 3124 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 93506 members 
Mstep: Class 24 contains 10703 members 
Mstep: Class 25 contains 2648 members 
Mstep: Class 26 contains 4881 members 
Mstep: Class 27 contains 18667 members 
Mstep: Class 28 contains 2512 members 
Mstep: Class 29 contains 5677 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 34544 members 
Mstep: Class 32 contains 3861 members 
Mstep: Class 33 contains 4354 members 
Mstep: Class 34 contains 10222 members 
Mstep: Class 35 contains 2518 members 
Mstep: Class 36 contains 11163 members 
Mstep: Class 37 contains 6337 members 
Mstep: Class 38 contains 14397 members 
Mstep: Class 39 contains 2360 members 
Mstep: Class 40 contains 35702 members 
Mstep: Class 41 contains 1256 members 
Mstep: Class 42 contains 134537 members 
Mstep: Class 43 contains 4599 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3199 members 
Mstep: Class 46 contains 1946 members 
Mstep: Class 47 contains 2263 members 
Mstep: Class 48 contains 3468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301816.000000 Penalty: 168600.640625
Iteration 117Q: 49 clusters Score -1.023018e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5240 members 
Mstep: Class 4 contains 26681 members 
Mstep: Class 5 contains 1452 members 
Mstep: Class 6 contains 229191 members 
Mstep: Class 7 contains 186961 members 
Mstep: Class 8 contains 207071 members 
Mstep: Class 9 contains 4481 members 
Mstep: Class 10 contains 36083 members 
Mstep: Class 11 contains 2928 members 
Mstep: Class 12 contains 14161 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 57334 members 
Mstep: Class 15 contains 4304 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7532 members 
Mstep: Class 19 contains 163468 members 
Mstep: Class 20 contains 3155 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 93500 members 
Mstep: Class 24 contains 10651 members 
Mstep: Class 25 contains 2648 members 
Mstep: Class 26 contains 4898 members 
Mstep: Class 27 contains 18653 members 
Mstep: Class 28 contains 2512 members 
Mstep: Class 29 contains 5677 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 34516 members 
Mstep: Class 32 contains 3861 members 
Mstep: Class 33 contains 4354 members 
Mstep: Class 34 contains 10218 members 
Mstep: Class 35 contains 2518 members 
Mstep: Class 36 contains 11151 members 
Mstep: Class 37 contains 6412 members 
Mstep: Class 38 contains 14392 members 
Mstep: Class 39 contains 2360 members 
Mstep: Class 40 contains 35710 members 
Mstep: Class 41 contains 1256 members 
Mstep: Class 42 contains 134492 members 
Mstep: Class 43 contains 4610 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3199 members 
Mstep: Class 46 contains 1947 members 
Mstep: Class 47 contains 2262 members 
Mstep: Class 48 contains 3468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102302224.000000 Penalty: 168600.640625
Iteration 118Q: 49 clusters Score -1.023022e+08 nChanged 456
Entering ConstructFrom: 
Score: -102302224.000000 Penalty: 168600.640625
Entering ConstructFrom: 
Trying to split cluster 1 (20403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Entering Unmasked Estep 
Score: -1510914.500000 Penalty: 2461.012451
	Iteration 0F: 2 clusters Score -1510914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1496613.625000 Penalty: 4922.024902
	Iteration 0F: 3 clusters Score -1496614 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1501397.875000 Penalty: 4922.024902
	Iteration 1F: 3 clusters Score -1501398 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1502024.750000 Penalty: 4922.024902
	Iteration 2F: 3 clusters Score -1502025 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1502837.250000 Penalty: 4922.024902
	Iteration 3F: 3 clusters Score -1502837 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1503705.125000 Penalty: 4922.024902
	Iteration 4F: 3 clusters Score -1503705 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1504439.625000 Penalty: 4922.024902
	Iteration 5F: 3 clusters Score -1504440 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1505044.625000 Penalty: 4922.024902
	Iteration 6F: 3 clusters Score -1505045 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1505516.875000 Penalty: 4922.024902
	Iteration 7Q: 3 clusters Score -1505517 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1505912.375000 Penalty: 4922.024902
	Iteration 8Q: 3 clusters Score -1505912 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1506241.875000 Penalty: 4922.024902
	Iteration 9Q: 3 clusters Score -1506242 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1506495.250000 Penalty: 4922.024902
	Iteration 10Q: 3 clusters Score -1506495 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1506679.125000 Penalty: 4922.024902
	Iteration 11Q: 3 clusters Score -1506679 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1506837.875000 Penalty: 4922.024902
	Iteration 12Q: 3 clusters Score -1506838 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1506972.500000 Penalty: 4922.024902
	Iteration 13Q: 3 clusters Score -1506972 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1507104.750000 Penalty: 4922.024902
	Iteration 14Q: 3 clusters Score -1507105 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1507243.625000 Penalty: 4922.024902
	Iteration 15Q: 3 clusters Score -1507244 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1507407.375000 Penalty: 4922.024902
	Iteration 16Q: 3 clusters Score -1507407 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1507578.625000 Penalty: 4922.024902
	Iteration 17Q: 3 clusters Score -1507579 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1507802.000000 Penalty: 4922.024902
	Iteration 18Q: 3 clusters Score -1507802 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1508069.875000 Penalty: 4922.024902
	Iteration 19Q: 3 clusters Score -1508070 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1508332.625000 Penalty: 4922.024902
	Iteration 20F: 3 clusters Score -1508333 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1508564.500000 Penalty: 4922.024902
	Iteration 21Q: 3 clusters Score -1508564 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1508728.625000 Penalty: 4922.024902
	Iteration 22Q: 3 clusters Score -1508729 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1508854.125000 Penalty: 4922.024902
	Iteration 23Q: 3 clusters Score -1508854 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1508953.500000 Penalty: 4922.024902
	Iteration 24Q: 3 clusters Score -1508954 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1509023.875000 Penalty: 4922.024902
	Iteration 25Q: 3 clusters Score -1509024 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1509093.250000 Penalty: 4922.024902
	Iteration 26Q: 3 clusters Score -1509093 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1509152.375000 Penalty: 4922.024902
	Iteration 27Q: 3 clusters Score -1509152 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1509216.500000 Penalty: 4922.024902
	Iteration 28Q: 3 clusters Score -1509216 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1509280.750000 Penalty: 4922.024902
	Iteration 29Q: 3 clusters Score -1509281 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1509343.125000 Penalty: 4922.024902
	Iteration 30Q: 3 clusters Score -1509343 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1509439.625000 Penalty: 4922.024902
	Iteration 31Q: 3 clusters Score -1509440 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1509605.000000 Penalty: 4922.024902
	Iteration 32Q: 3 clusters Score -1509605 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1509857.250000 Penalty: 4922.024902
	Iteration 33Q: 3 clusters Score -1509857 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1510225.625000 Penalty: 4922.024902
	Iteration 34Q: 3 clusters Score -1510226 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1510447.000000 Penalty: 4922.024902
	Iteration 35Q: 3 clusters Score -1510447 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1510549.250000 Penalty: 4922.024902
	Iteration 36Q: 3 clusters Score -1510549 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1510610.125000 Penalty: 4922.024902
	Iteration 37Q: 3 clusters Score -1510610 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1510651.750000 Penalty: 4922.024902
	Iteration 38Q: 3 clusters Score -1510652 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1510674.875000 Penalty: 4922.024902
	Iteration 39Q: 3 clusters Score -1510675 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1510688.875000 Penalty: 4922.024902
	Iteration 40F: 3 clusters Score -1510689 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1510695.625000 Penalty: 4922.024902
	Iteration 41Q: 3 clusters Score -1510696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1510696.000000 Penalty: 4922.024902
	Iteration 42Q: 3 clusters Score -1510696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1510700.875000 Penalty: 4922.024902
	Iteration 43Q: 3 clusters Score -1510701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1510701.625000 Penalty: 4922.024902
	Iteration 44Q: 3 clusters Score -1510702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1510709.250000 Penalty: 4922.024902
	Iteration 45Q: 3 clusters Score -1510709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1510714.750000 Penalty: 4922.024902
	Iteration 46Q: 3 clusters Score -1510715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1510715.625000 Penalty: 4922.024902
	Iteration 47Q: 3 clusters Score -1510716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1510716.500000 Penalty: 4922.024902
	Iteration 48Q: 3 clusters Score -1510716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1510716.875000 Penalty: 4922.024902
	Iteration 49Q: 3 clusters Score -1510717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1510730.750000 Penalty: 4922.024902
	Iteration 50Q: 3 clusters Score -1510731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1510730.000000 Penalty: 4922.024902
	Iteration 51Q: 3 clusters Score -1510730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1510735.500000 Penalty: 4922.024902
	Iteration 52Q: 3 clusters Score -1510736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1510739.500000 Penalty: 4922.024902
	Iteration 53Q: 3 clusters Score -1510740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1510739.375000 Penalty: 4922.024902
	Iteration 54Q: 3 clusters Score -1510739 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1510744.250000 Penalty: 4922.024902
	Iteration 55Q: 3 clusters Score -1510744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1510747.250000 Penalty: 4922.024902
	Iteration 56Q: 3 clusters Score -1510747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1510747.375000 Penalty: 4922.024902
	Iteration 57Q: 3 clusters Score -1510747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1510748.250000 Penalty: 4922.024902
	Iteration 58Q: 3 clusters Score -1510748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1510749.500000 Penalty: 4922.024902
	Iteration 59Q: 3 clusters Score -1510750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1510753.125000 Penalty: 4922.024902
	Iteration 60F: 3 clusters Score -1510753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1510754.250000 Penalty: 4922.024902
	Iteration 61Q: 3 clusters Score -1510754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1510753.625000 Penalty: 4922.024902
	Iteration 62Q: 3 clusters Score -1510754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1510752.750000 Penalty: 4922.024902
	Iteration 63Q: 3 clusters Score -1510753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1510754.875000 Penalty: 4922.024902
	Iteration 64Q: 3 clusters Score -1510755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1510757.250000 Penalty: 4922.024902
	Iteration 65Q: 3 clusters Score -1510757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1510757.500000 Penalty: 4922.024902
	Iteration 66Q: 3 clusters Score -1510758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1510760.250000 Penalty: 4922.024902
	Iteration 67Q: 3 clusters Score -1510760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1510761.875000 Penalty: 4922.024902
	Iteration 68Q: 3 clusters Score -1510762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1510760.375000 Penalty: 4922.024902
	Iteration 69Q: 3 clusters Score -1510760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1510761.375000 Penalty: 4922.024902
	Iteration 70Q: 3 clusters Score -1510761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1510765.500000 Penalty: 4922.024902
	Iteration 71Q: 3 clusters Score -1510766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1510764.250000 Penalty: 4922.024902
	Iteration 72Q: 3 clusters Score -1510764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1510764.250000 Penalty: 4922.024902
	Iteration 73F: 3 clusters Score -1510764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Entering Unmasked Estep 
Score: -146064.968750 Penalty: 1885.890259
	Iteration 0F: 2 clusters Score -146065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -143411.531250 Penalty: 3771.780518
	Iteration 0F: 3 clusters Score -143411.5 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -143865.421875 Penalty: 3771.780518
	Iteration 1F: 3 clusters Score -143865.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -144004.156250 Penalty: 3771.780518
	Iteration 2F: 3 clusters Score -144004.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -144071.375000 Penalty: 3771.780518
	Iteration 3Q: 3 clusters Score -144071.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -144131.234375 Penalty: 3771.780518
	Iteration 4Q: 3 clusters Score -144131.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -144166.609375 Penalty: 3771.780518
	Iteration 5Q: 3 clusters Score -144166.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -144206.796875 Penalty: 3771.780518
	Iteration 6Q: 3 clusters Score -144206.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -144238.328125 Penalty: 3771.780518
	Iteration 7Q: 3 clusters Score -144238.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -144258.281250 Penalty: 3771.780518
	Iteration 8Q: 3 clusters Score -144258.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -144274.062500 Penalty: 3771.780518
	Iteration 9Q: 3 clusters Score -144274.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -144294.109375 Penalty: 3771.780518
	Iteration 10Q: 3 clusters Score -144294.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -144312.890625 Penalty: 3771.780518
	Iteration 11Q: 3 clusters Score -144312.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -144325.968750 Penalty: 3771.780518
	Iteration 12Q: 3 clusters Score -144326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -144337.125000 Penalty: 3771.780518
	Iteration 13Q: 3 clusters Score -144337.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -144349.625000 Penalty: 3771.780518
	Iteration 14Q: 3 clusters Score -144349.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -144363.203125 Penalty: 3771.780518
	Iteration 15Q: 3 clusters Score -144363.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -144379.578125 Penalty: 3771.780518
	Iteration 16Q: 3 clusters Score -144379.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -144394.109375 Penalty: 3771.780518
	Iteration 17Q: 3 clusters Score -144394.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -144405.156250 Penalty: 3771.780518
	Iteration 18Q: 3 clusters Score -144405.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -144422.546875 Penalty: 3771.780518
	Iteration 19Q: 3 clusters Score -144422.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -144438.718750 Penalty: 3771.780518
	Iteration 20F: 3 clusters Score -144438.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -144455.593750 Penalty: 3771.780518
	Iteration 21Q: 3 clusters Score -144455.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -144468.875000 Penalty: 3771.780518
	Iteration 22Q: 3 clusters Score -144468.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -144480.000000 Penalty: 3771.780518
	Iteration 23Q: 3 clusters Score -144480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -144486.109375 Penalty: 3771.780518
	Iteration 24Q: 3 clusters Score -144486.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -144491.000000 Penalty: 3771.780518
	Iteration 25Q: 3 clusters Score -144491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -144501.187500 Penalty: 3771.780518
	Iteration 26Q: 3 clusters Score -144501.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -144523.718750 Penalty: 3771.780518
	Iteration 27Q: 3 clusters Score -144523.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -144574.765625 Penalty: 3771.780518
	Iteration 28Q: 3 clusters Score -144574.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -144645.656250 Penalty: 3771.780518
	Iteration 29Q: 3 clusters Score -144645.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -144704.031250 Penalty: 3771.780518
	Iteration 30Q: 3 clusters Score -144704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -144749.156250 Penalty: 3771.780518
	Iteration 31Q: 3 clusters Score -144749.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -144780.078125 Penalty: 3771.780518
	Iteration 32Q: 3 clusters Score -144780.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -144808.937500 Penalty: 3771.780518
	Iteration 33Q: 3 clusters Score -144808.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -144826.250000 Penalty: 3771.780518
	Iteration 34Q: 3 clusters Score -144826.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -144843.484375 Penalty: 3771.780518
	Iteration 35Q: 3 clusters Score -144843.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -144859.812500 Penalty: 3771.780518
	Iteration 36Q: 3 clusters Score -144859.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -144877.281250 Penalty: 3771.780518
	Iteration 37Q: 3 clusters Score -144877.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -144891.359375 Penalty: 3771.780518
	Iteration 38Q: 3 clusters Score -144891.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -144902.765625 Penalty: 3771.780518
	Iteration 39Q: 3 clusters Score -144902.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -144909.515625 Penalty: 3771.780518
	Iteration 40F: 3 clusters Score -144909.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -144917.312500 Penalty: 3771.780518
	Iteration 41Q: 3 clusters Score -144917.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -144924.015625 Penalty: 3771.780518
	Iteration 42Q: 3 clusters Score -144924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -144930.609375 Penalty: 3771.780518
	Iteration 43Q: 3 clusters Score -144930.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -144932.765625 Penalty: 3771.780518
	Iteration 44Q: 3 clusters Score -144932.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -144932.968750 Penalty: 3771.780518
	Iteration 45Q: 3 clusters Score -144933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -144932.968750 Penalty: 3771.780518
	Iteration 46F: 3 clusters Score -144933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Entering Unmasked Estep 
Score: -402787.500000 Penalty: 2124.080322
	Iteration 0F: 2 clusters Score -402787.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -398139.406250 Penalty: 4248.160645
	Iteration 0F: 3 clusters Score -398139.4 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -399197.843750 Penalty: 4248.160645
	Iteration 1F: 3 clusters Score -399197.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -399418.375000 Penalty: 4248.160645
	Iteration 2F: 3 clusters Score -399418.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -399592.875000 Penalty: 4248.160645
	Iteration 3F: 3 clusters Score -399592.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -399725.593750 Penalty: 4248.160645
	Iteration 4Q: 3 clusters Score -399725.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -399859.875000 Penalty: 4248.160645
	Iteration 5Q: 3 clusters Score -399859.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -399993.281250 Penalty: 4248.160645
	Iteration 6Q: 3 clusters Score -399993.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -400099.281250 Penalty: 4248.160645
	Iteration 7Q: 3 clusters Score -400099.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -400202.750000 Penalty: 4248.160645
	Iteration 8Q: 3 clusters Score -400202.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -400288.906250 Penalty: 4248.160645
	Iteration 9Q: 3 clusters Score -400288.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -400354.531250 Penalty: 4248.160645
	Iteration 10Q: 3 clusters Score -400354.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -400421.968750 Penalty: 4248.160645
	Iteration 11Q: 3 clusters Score -400422 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -400475.062500 Penalty: 4248.160645
	Iteration 12Q: 3 clusters Score -400475.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -400523.343750 Penalty: 4248.160645
	Iteration 13Q: 3 clusters Score -400523.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -400561.781250 Penalty: 4248.160645
	Iteration 14Q: 3 clusters Score -400561.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -400601.593750 Penalty: 4248.160645
	Iteration 15Q: 3 clusters Score -400601.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -400629.312500 Penalty: 4248.160645
	Iteration 16Q: 3 clusters Score -400629.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -400658.781250 Penalty: 4248.160645
	Iteration 17Q: 3 clusters Score -400658.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -400681.562500 Penalty: 4248.160645
	Iteration 18Q: 3 clusters Score -400681.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -400703.937500 Penalty: 4248.160645
	Iteration 19Q: 3 clusters Score -400703.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -400727.625000 Penalty: 4248.160645
	Iteration 20F: 3 clusters Score -400727.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -400751.218750 Penalty: 4248.160645
	Iteration 21Q: 3 clusters Score -400751.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -400785.000000 Penalty: 4248.160645
	Iteration 22Q: 3 clusters Score -400785 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -400814.781250 Penalty: 4248.160645
	Iteration 23Q: 3 clusters Score -400814.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -400836.156250 Penalty: 4248.160645
	Iteration 24Q: 3 clusters Score -400836.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -400853.093750 Penalty: 4248.160645
	Iteration 25Q: 3 clusters Score -400853.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -400875.281250 Penalty: 4248.160645
	Iteration 26Q: 3 clusters Score -400875.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -400892.687500 Penalty: 4248.160645
	Iteration 27Q: 3 clusters Score -400892.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -400905.437500 Penalty: 4248.160645
	Iteration 28Q: 3 clusters Score -400905.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -400914.437500 Penalty: 4248.160645
	Iteration 29Q: 3 clusters Score -400914.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -400924.500000 Penalty: 4248.160645
	Iteration 30Q: 3 clusters Score -400924.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -400930.281250 Penalty: 4248.160645
	Iteration 31Q: 3 clusters Score -400930.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -400936.843750 Penalty: 4248.160645
	Iteration 32Q: 3 clusters Score -400936.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -400941.343750 Penalty: 4248.160645
	Iteration 33Q: 3 clusters Score -400941.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -400945.937500 Penalty: 4248.160645
	Iteration 34Q: 3 clusters Score -400945.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -400951.093750 Penalty: 4248.160645
	Iteration 35Q: 3 clusters Score -400951.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -400951.718750 Penalty: 4248.160645
	Iteration 36Q: 3 clusters Score -400951.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -400954.843750 Penalty: 4248.160645
	Iteration 37Q: 3 clusters Score -400954.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -400957.843750 Penalty: 4248.160645
	Iteration 38Q: 3 clusters Score -400957.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -400959.281250 Penalty: 4248.160645
	Iteration 39Q: 3 clusters Score -400959.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -400960.437500 Penalty: 4248.160645
	Iteration 40F: 3 clusters Score -400960.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -400961.843750 Penalty: 4248.160645
	Iteration 41Q: 3 clusters Score -400961.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -400963.000000 Penalty: 4248.160645
	Iteration 42Q: 3 clusters Score -400963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -400964.687500 Penalty: 4248.160645
	Iteration 43Q: 3 clusters Score -400964.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -400963.875000 Penalty: 4248.160645
	Iteration 44Q: 3 clusters Score -400963.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -400966.093750 Penalty: 4248.160645
	Iteration 45Q: 3 clusters Score -400966.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -400967.312500 Penalty: 4248.160645
	Iteration 46Q: 3 clusters Score -400967.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -400967.468750 Penalty: 4248.160645
	Iteration 47Q: 3 clusters Score -400967.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -400967.468750 Penalty: 4248.160645
	Iteration 48Q: 3 clusters Score -400967.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -400967.468750 Penalty: 4248.160645
	Iteration 49F: 3 clusters Score -400967.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Entering Unmasked Estep 
Score: -1995892.750000 Penalty: 2527.533936
	Iteration 0F: 2 clusters Score -1995893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1977441.750000 Penalty: 5055.067871
	Iteration 0F: 3 clusters Score -1977442 nChanged 11947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1983879.500000 Penalty: 5055.067871
	Iteration 1F: 3 clusters Score -1983880 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1984221.625000 Penalty: 5055.067871
	Iteration 2Q: 3 clusters Score -1984222 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1984510.500000 Penalty: 5055.067871
	Iteration 3Q: 3 clusters Score -1984510 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1984798.125000 Penalty: 5055.067871
	Iteration 4Q: 3 clusters Score -1984798 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1985071.250000 Penalty: 5055.067871
	Iteration 5Q: 3 clusters Score -1985071 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1985411.750000 Penalty: 5055.067871
	Iteration 6Q: 3 clusters Score -1985412 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1985846.625000 Penalty: 5055.067871
	Iteration 7Q: 3 clusters Score -1985847 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1986521.625000 Penalty: 5055.067871
	Iteration 8Q: 3 clusters Score -1986522 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1987430.000000 Penalty: 5055.067871
	Iteration 9Q: 3 clusters Score -1987430 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1988468.625000 Penalty: 5055.067871
	Iteration 10Q: 3 clusters Score -1988469 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1989505.250000 Penalty: 5055.067871
	Iteration 11Q: 3 clusters Score -1989505 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1990356.375000 Penalty: 5055.067871
	Iteration 12Q: 3 clusters Score -1990356 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1991087.250000 Penalty: 5055.067871
	Iteration 13Q: 3 clusters Score -1991087 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1991685.250000 Penalty: 5055.067871
	Iteration 14Q: 3 clusters Score -1991685 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1992137.250000 Penalty: 5055.067871
	Iteration 15Q: 3 clusters Score -1992137 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1992530.375000 Penalty: 5055.067871
	Iteration 16Q: 3 clusters Score -1992530 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1992839.250000 Penalty: 5055.067871
	Iteration 17Q: 3 clusters Score -1992839 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1993070.875000 Penalty: 5055.067871
	Iteration 18Q: 3 clusters Score -1993071 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1993241.125000 Penalty: 5055.067871
	Iteration 19Q: 3 clusters Score -1993241 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1993346.000000 Penalty: 5055.067871
	Iteration 20F: 3 clusters Score -1993346 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1993429.375000 Penalty: 5055.067871
	Iteration 21Q: 3 clusters Score -1993429 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1993491.625000 Penalty: 5055.067871
	Iteration 22Q: 3 clusters Score -1993492 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1993529.625000 Penalty: 5055.067871
	Iteration 23Q: 3 clusters Score -1993530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1993551.125000 Penalty: 5055.067871
	Iteration 24Q: 3 clusters Score -1993551 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1993574.500000 Penalty: 5055.067871
	Iteration 25Q: 3 clusters Score -1993574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1993596.250000 Penalty: 5055.067871
	Iteration 26Q: 3 clusters Score -1993596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1993610.375000 Penalty: 5055.067871
	Iteration 27Q: 3 clusters Score -1993610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1993641.500000 Penalty: 5055.067871
	Iteration 28Q: 3 clusters Score -1993642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1993659.375000 Penalty: 5055.067871
	Iteration 29Q: 3 clusters Score -1993659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1993676.750000 Penalty: 5055.067871
	Iteration 30Q: 3 clusters Score -1993677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1993684.500000 Penalty: 5055.067871
	Iteration 31Q: 3 clusters Score -1993684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1993701.125000 Penalty: 5055.067871
	Iteration 32Q: 3 clusters Score -1993701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1993711.500000 Penalty: 5055.067871
	Iteration 33Q: 3 clusters Score -1993712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1993722.750000 Penalty: 5055.067871
	Iteration 34Q: 3 clusters Score -1993723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1993722.875000 Penalty: 5055.067871
	Iteration 35Q: 3 clusters Score -1993723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1993726.875000 Penalty: 5055.067871
	Iteration 36Q: 3 clusters Score -1993727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1993729.750000 Penalty: 5055.067871
	Iteration 37Q: 3 clusters Score -1993730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1993732.000000 Penalty: 5055.067871
	Iteration 38Q: 3 clusters Score -1993732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1993736.250000 Penalty: 5055.067871
	Iteration 39Q: 3 clusters Score -1993736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1993739.375000 Penalty: 5055.067871
	Iteration 40F: 3 clusters Score -1993739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1993745.250000 Penalty: 5055.067871
	Iteration 41Q: 3 clusters Score -1993745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1993748.375000 Penalty: 5055.067871
	Iteration 42Q: 3 clusters Score -1993748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1993751.125000 Penalty: 5055.067871
	Iteration 43Q: 3 clusters Score -1993751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1993760.125000 Penalty: 5055.067871
	Iteration 44Q: 3 clusters Score -1993760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1993761.375000 Penalty: 5055.067871
	Iteration 45Q: 3 clusters Score -1993761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1993762.750000 Penalty: 5055.067871
	Iteration 46Q: 3 clusters Score -1993763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1993765.125000 Penalty: 5055.067871
	Iteration 47Q: 3 clusters Score -1993765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1993765.125000 Penalty: 5055.067871
	Iteration 48F: 3 clusters Score -1993765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -101439.500000 Penalty: 1805.783569
	Iteration 0F: 2 clusters Score -101439.5 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 714 members 
Entering Unmasked Estep 
Score: -99235.671875 Penalty: 3611.567139
	Iteration 0F: 3 clusters Score -99235.67 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -99657.281250 Penalty: 3611.567139
	Iteration 1F: 3 clusters Score -99657.28 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -99798.570312 Penalty: 3611.567139
	Iteration 2F: 3 clusters Score -99798.57 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -99884.859375 Penalty: 3611.567139
	Iteration 3Q: 3 clusters Score -99884.86 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -99980.789062 Penalty: 3611.567139
	Iteration 4Q: 3 clusters Score -99980.79 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -100043.835938 Penalty: 3611.567139
	Iteration 5Q: 3 clusters Score -100043.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -100100.398438 Penalty: 3611.567139
	Iteration 6Q: 3 clusters Score -100100.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -100147.210938 Penalty: 3611.567139
	Iteration 7Q: 3 clusters Score -100147.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -100199.617188 Penalty: 3611.567139
	Iteration 8Q: 3 clusters Score -100199.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -100253.554688 Penalty: 3611.567139
	Iteration 9Q: 3 clusters Score -100253.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -100309.015625 Penalty: 3611.567139
	Iteration 10Q: 3 clusters Score -100309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -100362.335938 Penalty: 3611.567139
	Iteration 11Q: 3 clusters Score -100362.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -100412.554688 Penalty: 3611.567139
	Iteration 12Q: 3 clusters Score -100412.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -100441.804688 Penalty: 3611.567139
	Iteration 13Q: 3 clusters Score -100441.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -100477.398438 Penalty: 3611.567139
	Iteration 14Q: 3 clusters Score -100477.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -100515.437500 Penalty: 3611.567139
	Iteration 15Q: 3 clusters Score -100515.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -100553.742188 Penalty: 3611.567139
	Iteration 16Q: 3 clusters Score -100553.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -100577.539062 Penalty: 3611.567139
	Iteration 17Q: 3 clusters Score -100577.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -100592.335938 Penalty: 3611.567139
	Iteration 18Q: 3 clusters Score -100592.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -100604.031250 Penalty: 3611.567139
	Iteration 19Q: 3 clusters Score -100604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -100613.992188 Penalty: 3611.567139
	Iteration 20F: 3 clusters Score -100614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -100620.218750 Penalty: 3611.567139
	Iteration 21Q: 3 clusters Score -100620.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -100621.242188 Penalty: 3611.567139
	Iteration 22Q: 3 clusters Score -100621.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -100621.242188 Penalty: 3611.567139
	Iteration 23F: 3 clusters Score -100621.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (229201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229201 members 
Entering Unmasked Estep 
Score: -17597606.000000 Penalty: 3060.904053
	Iteration 0F: 2 clusters Score -1.759761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114603 members 
Mstep: Class 2 contains 114598 members 
Entering Unmasked Estep 
Score: -17443794.000000 Penalty: 6121.808105
	Iteration 0F: 3 clusters Score -1.744379e+07 nChanged 110392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113643 members 
Mstep: Class 2 contains 115558 members 
Entering Unmasked Estep 
Score: -17508994.000000 Penalty: 6121.808105
	Iteration 1F: 3 clusters Score -1.750899e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112851 members 
Mstep: Class 2 contains 116350 members 
Entering Unmasked Estep 
Score: -17510572.000000 Penalty: 6121.808105
	Iteration 2Q: 3 clusters Score -1.751057e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111646 members 
Mstep: Class 2 contains 117555 members 
Entering Unmasked Estep 
Score: -17512258.000000 Penalty: 6121.808105
	Iteration 3Q: 3 clusters Score -1.751226e+07 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109857 members 
Mstep: Class 2 contains 119344 members 
Entering Unmasked Estep 
Score: -17514476.000000 Penalty: 6121.808105
	Iteration 4Q: 3 clusters Score -1.751448e+07 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107344 members 
Mstep: Class 2 contains 121857 members 
Entering Unmasked Estep 
Score: -17517122.000000 Penalty: 6121.808105
	Iteration 5Q: 3 clusters Score -1.751712e+07 nChanged 9340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103802 members 
Mstep: Class 2 contains 125399 members 
Entering Unmasked Estep 
Score: -17520500.000000 Penalty: 6121.808105
	Iteration 6Q: 3 clusters Score -1.75205e+07 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98865 members 
Mstep: Class 2 contains 130336 members 
Entering Unmasked Estep 
Score: -17525458.000000 Penalty: 6121.808105
	Iteration 7Q: 3 clusters Score -1.752546e+07 nChanged 12094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92583 members 
Mstep: Class 2 contains 136618 members 
Entering Unmasked Estep 
Score: -17532900.000000 Penalty: 6121.808105
	Iteration 8F: 3 clusters Score -1.75329e+07 nChanged 13183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85606 members 
Mstep: Class 2 contains 143595 members 
Entering Unmasked Estep 
Score: -17543144.000000 Penalty: 6121.808105
	Iteration 9F: 3 clusters Score -1.754314e+07 nChanged 13226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79350 members 
Mstep: Class 2 contains 149851 members 
Entering Unmasked Estep 
Score: -17553368.000000 Penalty: 6121.808105
	Iteration 10F: 3 clusters Score -1.755337e+07 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74462 members 
Mstep: Class 2 contains 154739 members 
Entering Unmasked Estep 
Score: -17559418.000000 Penalty: 6121.808105
	Iteration 11Q: 3 clusters Score -1.755942e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70243 members 
Mstep: Class 2 contains 158958 members 
Entering Unmasked Estep 
Score: -17561660.000000 Penalty: 6121.808105
	Iteration 12Q: 3 clusters Score -1.756166e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66170 members 
Mstep: Class 2 contains 163031 members 
Entering Unmasked Estep 
Score: -17563112.000000 Penalty: 6121.808105
	Iteration 13Q: 3 clusters Score -1.756311e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 167310 members 
Entering Unmasked Estep 
Score: -17564368.000000 Penalty: 6121.808105
	Iteration 14Q: 3 clusters Score -1.756437e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 171762 members 
Entering Unmasked Estep 
Score: -17566014.000000 Penalty: 6121.808105
	Iteration 15Q: 3 clusters Score -1.756601e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 176314 members 
Entering Unmasked Estep 
Score: -17567732.000000 Penalty: 6121.808105
	Iteration 16Q: 3 clusters Score -1.756773e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 180925 members 
Entering Unmasked Estep 
Score: -17569512.000000 Penalty: 6121.808105
	Iteration 17Q: 3 clusters Score -1.756951e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 185767 members 
Entering Unmasked Estep 
Score: -17571572.000000 Penalty: 6121.808105
	Iteration 18Q: 3 clusters Score -1.757157e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 190585 members 
Entering Unmasked Estep 
Score: -17573766.000000 Penalty: 6121.808105
	Iteration 19Q: 3 clusters Score -1.757377e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 195415 members 
Entering Unmasked Estep 
Score: -17576204.000000 Penalty: 6121.808105
	Iteration 20F: 3 clusters Score -1.75762e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 200065 members 
Entering Unmasked Estep 
Score: -17578596.000000 Penalty: 6121.808105
	Iteration 21Q: 3 clusters Score -1.75786e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 204453 members 
Entering Unmasked Estep 
Score: -17581040.000000 Penalty: 6121.808105
	Iteration 22Q: 3 clusters Score -1.758104e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 208557 members 
Entering Unmasked Estep 
Score: -17583300.000000 Penalty: 6121.808105
	Iteration 23Q: 3 clusters Score -1.75833e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 212382 members 
Entering Unmasked Estep 
Score: -17585574.000000 Penalty: 6121.808105
	Iteration 24Q: 3 clusters Score -1.758557e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 215623 members 
Entering Unmasked Estep 
Score: -17587652.000000 Penalty: 6121.808105
	Iteration 25Q: 3 clusters Score -1.758765e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 218444 members 
Entering Unmasked Estep 
Score: -17589400.000000 Penalty: 6121.808105
	Iteration 26Q: 3 clusters Score -1.75894e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 220748 members 
Entering Unmasked Estep 
Score: -17590852.000000 Penalty: 6121.808105
	Iteration 27Q: 3 clusters Score -1.759085e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 222562 members 
Entering Unmasked Estep 
Score: -17592050.000000 Penalty: 6121.808105
	Iteration 28Q: 3 clusters Score -1.759205e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 223981 members 
Entering Unmasked Estep 
Score: -17592828.000000 Penalty: 6121.808105
	Iteration 29Q: 3 clusters Score -1.759283e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 225022 members 
Entering Unmasked Estep 
Score: -17593428.000000 Penalty: 6121.808105
	Iteration 30Q: 3 clusters Score -1.759343e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 225785 members 
Entering Unmasked Estep 
Score: -17593886.000000 Penalty: 6121.808105
	Iteration 31Q: 3 clusters Score -1.759389e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 226347 members 
Entering Unmasked Estep 
Score: -17594190.000000 Penalty: 6121.808105
	Iteration 32Q: 3 clusters Score -1.759419e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 226756 members 
Entering Unmasked Estep 
Score: -17594392.000000 Penalty: 6121.808105
	Iteration 33Q: 3 clusters Score -1.759439e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 227049 members 
Entering Unmasked Estep 
Score: -17594524.000000 Penalty: 6121.808105
	Iteration 34Q: 3 clusters Score -1.759452e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 227268 members 
Entering Unmasked Estep 
Score: -17594656.000000 Penalty: 6121.808105
	Iteration 35Q: 3 clusters Score -1.759466e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 227432 members 
Entering Unmasked Estep 
Score: -17594720.000000 Penalty: 6121.808105
	Iteration 36Q: 3 clusters Score -1.759472e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 227576 members 
Entering Unmasked Estep 
Score: -17594768.000000 Penalty: 6121.808105
	Iteration 37Q: 3 clusters Score -1.759477e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 227679 members 
Entering Unmasked Estep 
Score: -17594774.000000 Penalty: 6121.808105
	Iteration 38Q: 3 clusters Score -1.759477e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 227769 members 
Entering Unmasked Estep 
Score: -17594874.000000 Penalty: 6121.808105
	Iteration 39Q: 3 clusters Score -1.759487e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 227852 members 
Entering Unmasked Estep 
Score: -17594884.000000 Penalty: 6121.808105
	Iteration 40F: 3 clusters Score -1.759488e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 227921 members 
Entering Unmasked Estep 
Score: -17594914.000000 Penalty: 6121.808105
	Iteration 41Q: 3 clusters Score -1.759491e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 227969 members 
Entering Unmasked Estep 
Score: -17594954.000000 Penalty: 6121.808105
	Iteration 42Q: 3 clusters Score -1.759495e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 228012 members 
Entering Unmasked Estep 
Score: -17594988.000000 Penalty: 6121.808105
	Iteration 43Q: 3 clusters Score -1.759499e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 228052 members 
Entering Unmasked Estep 
Score: -17595006.000000 Penalty: 6121.808105
	Iteration 44Q: 3 clusters Score -1.759501e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 228083 members 
Entering Unmasked Estep 
Score: -17595024.000000 Penalty: 6121.808105
	Iteration 45Q: 3 clusters Score -1.759502e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 228104 members 
Entering Unmasked Estep 
Score: -17595004.000000 Penalty: 6121.808105
	Iteration 46Q: 3 clusters Score -1.7595e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 228124 members 
Entering Unmasked Estep 
Score: -17595026.000000 Penalty: 6121.808105
	Iteration 47Q: 3 clusters Score -1.759503e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 228141 members 
Entering Unmasked Estep 
Score: -17595040.000000 Penalty: 6121.808105
	Iteration 48Q: 3 clusters Score -1.759504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 228155 members 
Entering Unmasked Estep 
Score: -17595036.000000 Penalty: 6121.808105
	Iteration 49Q: 3 clusters Score -1.759504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 228168 members 
Entering Unmasked Estep 
Score: -17595044.000000 Penalty: 6121.808105
	Iteration 50Q: 3 clusters Score -1.759504e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 228179 members 
Entering Unmasked Estep 
Score: -17595042.000000 Penalty: 6121.808105
	Iteration 51Q: 3 clusters Score -1.759504e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 228194 members 
Entering Unmasked Estep 
Score: -17595030.000000 Penalty: 6121.808105
	Iteration 52Q: 3 clusters Score -1.759503e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 228208 members 
Entering Unmasked Estep 
Score: -17595054.000000 Penalty: 6121.808105
	Iteration 53Q: 3 clusters Score -1.759505e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 228217 members 
Entering Unmasked Estep 
Score: -17595068.000000 Penalty: 6121.808105
	Iteration 54Q: 3 clusters Score -1.759507e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 228223 members 
Entering Unmasked Estep 
Score: -17595064.000000 Penalty: 6121.808105
	Iteration 55Q: 3 clusters Score -1.759506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 228223 members 
Entering Unmasked Estep 
Score: -17595074.000000 Penalty: 6121.808105
	Iteration 56Q: 3 clusters Score -1.759507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 228226 members 
Entering Unmasked Estep 
Score: -17595074.000000 Penalty: 6121.808105
	Iteration 57Q: 3 clusters Score -1.759507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 228228 members 
Entering Unmasked Estep 
Score: -17595078.000000 Penalty: 6121.808105
	Iteration 58Q: 3 clusters Score -1.759508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 228228 members 
Entering Unmasked Estep 
Score: -17595076.000000 Penalty: 6121.808105
	Iteration 59Q: 3 clusters Score -1.759508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 228228 members 
Entering Unmasked Estep 
Score: -17595080.000000 Penalty: 6121.808105
	Iteration 60F: 3 clusters Score -1.759508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 228230 members 
Entering Unmasked Estep 
Score: -17595070.000000 Penalty: 6121.808105
	Iteration 61Q: 3 clusters Score -1.759507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 228233 members 
Entering Unmasked Estep 
Score: -17595072.000000 Penalty: 6121.808105
	Iteration 62Q: 3 clusters Score -1.759507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 228234 members 
Entering Unmasked Estep 
Score: -17595068.000000 Penalty: 6121.808105
	Iteration 63Q: 3 clusters Score -1.759507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 228235 members 
Entering Unmasked Estep 
Score: -17595070.000000 Penalty: 6121.808105
	Iteration 64Q: 3 clusters Score -1.759507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 228238 members 
Entering Unmasked Estep 
Score: -17595062.000000 Penalty: 6121.808105
	Iteration 65Q: 3 clusters Score -1.759506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 228242 members 
Entering Unmasked Estep 
Score: -17595076.000000 Penalty: 6121.808105
	Iteration 66Q: 3 clusters Score -1.759508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 228246 members 
Entering Unmasked Estep 
Score: -17595066.000000 Penalty: 6121.808105
	Iteration 67Q: 3 clusters Score -1.759507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 228249 members 
Entering Unmasked Estep 
Score: -17595072.000000 Penalty: 6121.808105
	Iteration 68Q: 3 clusters Score -1.759507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 228253 members 
Entering Unmasked Estep 
Score: -17595066.000000 Penalty: 6121.808105
	Iteration 69Q: 3 clusters Score -1.759507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 228254 members 
Entering Unmasked Estep 
Score: -17595046.000000 Penalty: 6121.808105
	Iteration 70Q: 3 clusters Score -1.759505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 228253 members 
Entering Unmasked Estep 
Score: -17595056.000000 Penalty: 6121.808105
	Iteration 71Q: 3 clusters Score -1.759506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 228253 members 
Entering Unmasked Estep 
Score: -17595056.000000 Penalty: 6121.808105
	Iteration 72F: 3 clusters Score -1.759506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (186956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186956 members 
Entering Unmasked Estep 
Score: -14087022.000000 Penalty: 3010.379883
	Iteration 0F: 2 clusters Score -1.408702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93213 members 
Mstep: Class 2 contains 93743 members 
Entering Unmasked Estep 
Score: -13961680.000000 Penalty: 6020.759766
	Iteration 0F: 3 clusters Score -1.396168e+07 nChanged 89900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89365 members 
Mstep: Class 2 contains 97591 members 
Entering Unmasked Estep 
Score: -14014241.000000 Penalty: 6020.759766
	Iteration 1F: 3 clusters Score -1.401424e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87594 members 
Mstep: Class 2 contains 99362 members 
Entering Unmasked Estep 
Score: -14015624.000000 Penalty: 6020.759766
	Iteration 2Q: 3 clusters Score -1.401562e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84676 members 
Mstep: Class 2 contains 102280 members 
Entering Unmasked Estep 
Score: -14017739.000000 Penalty: 6020.759766
	Iteration 3Q: 3 clusters Score -1.401774e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80034 members 
Mstep: Class 2 contains 106922 members 
Entering Unmasked Estep 
Score: -14021226.000000 Penalty: 6020.759766
	Iteration 4Q: 3 clusters Score -1.402123e+07 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72616 members 
Mstep: Class 2 contains 114340 members 
Entering Unmasked Estep 
Score: -14026703.000000 Penalty: 6020.759766
	Iteration 5F: 3 clusters Score -1.40267e+07 nChanged 13297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61657 members 
Mstep: Class 2 contains 125299 members 
Entering Unmasked Estep 
Score: -14036193.000000 Penalty: 6020.759766
	Iteration 6F: 3 clusters Score -1.403619e+07 nChanged 15548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 138987 members 
Entering Unmasked Estep 
Score: -14049760.000000 Penalty: 6020.759766
	Iteration 7F: 3 clusters Score -1.404976e+07 nChanged 14512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 151977 members 
Entering Unmasked Estep 
Score: -14064538.000000 Penalty: 6020.759766
	Iteration 8F: 3 clusters Score -1.406454e+07 nChanged 9949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 160028 members 
Entering Unmasked Estep 
Score: -14074990.000000 Penalty: 6020.759766
	Iteration 9F: 3 clusters Score -1.407499e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 163514 members 
Entering Unmasked Estep 
Score: -14079934.000000 Penalty: 6020.759766
	Iteration 10Q: 3 clusters Score -1.407993e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 165086 members 
Entering Unmasked Estep 
Score: -14082080.000000 Penalty: 6020.759766
	Iteration 11Q: 3 clusters Score -1.408208e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 166052 members 
Entering Unmasked Estep 
Score: -14083014.000000 Penalty: 6020.759766
	Iteration 12Q: 3 clusters Score -1.408301e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 166786 members 
Entering Unmasked Estep 
Score: -14083600.000000 Penalty: 6020.759766
	Iteration 13Q: 3 clusters Score -1.40836e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 167408 members 
Entering Unmasked Estep 
Score: -14084106.000000 Penalty: 6020.759766
	Iteration 14Q: 3 clusters Score -1.408411e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 167899 members 
Entering Unmasked Estep 
Score: -14084400.000000 Penalty: 6020.759766
	Iteration 15Q: 3 clusters Score -1.40844e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 168270 members 
Entering Unmasked Estep 
Score: -14084585.000000 Penalty: 6020.759766
	Iteration 16Q: 3 clusters Score -1.408458e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 168577 members 
Entering Unmasked Estep 
Score: -14084822.000000 Penalty: 6020.759766
	Iteration 17Q: 3 clusters Score -1.408482e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 168790 members 
Entering Unmasked Estep 
Score: -14084983.000000 Penalty: 6020.759766
	Iteration 18Q: 3 clusters Score -1.408498e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 168996 members 
Entering Unmasked Estep 
Score: -14085055.000000 Penalty: 6020.759766
	Iteration 19Q: 3 clusters Score -1.408506e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 169187 members 
Entering Unmasked Estep 
Score: -14085127.000000 Penalty: 6020.759766
	Iteration 20F: 3 clusters Score -1.408513e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 169337 members 
Entering Unmasked Estep 
Score: -14085155.000000 Penalty: 6020.759766
	Iteration 21Q: 3 clusters Score -1.408516e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 169484 members 
Entering Unmasked Estep 
Score: -14085201.000000 Penalty: 6020.759766
	Iteration 22Q: 3 clusters Score -1.40852e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 169622 members 
Entering Unmasked Estep 
Score: -14085231.000000 Penalty: 6020.759766
	Iteration 23Q: 3 clusters Score -1.408523e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 169764 members 
Entering Unmasked Estep 
Score: -14085262.000000 Penalty: 6020.759766
	Iteration 24Q: 3 clusters Score -1.408526e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 169890 members 
Entering Unmasked Estep 
Score: -14085332.000000 Penalty: 6020.759766
	Iteration 25Q: 3 clusters Score -1.408533e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 169985 members 
Entering Unmasked Estep 
Score: -14085366.000000 Penalty: 6020.759766
	Iteration 26Q: 3 clusters Score -1.408537e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 170071 members 
Entering Unmasked Estep 
Score: -14085334.000000 Penalty: 6020.759766
	Iteration 27Q: 3 clusters Score -1.408533e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 170155 members 
Entering Unmasked Estep 
Score: -14085338.000000 Penalty: 6020.759766
	Iteration 28Q: 3 clusters Score -1.408534e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 170245 members 
Entering Unmasked Estep 
Score: -14085330.000000 Penalty: 6020.759766
	Iteration 29Q: 3 clusters Score -1.408533e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 170312 members 
Entering Unmasked Estep 
Score: -14085376.000000 Penalty: 6020.759766
	Iteration 30Q: 3 clusters Score -1.408538e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 170377 members 
Entering Unmasked Estep 
Score: -14085389.000000 Penalty: 6020.759766
	Iteration 31Q: 3 clusters Score -1.408539e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 170447 members 
Entering Unmasked Estep 
Score: -14085407.000000 Penalty: 6020.759766
	Iteration 32Q: 3 clusters Score -1.408541e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 170519 members 
Entering Unmasked Estep 
Score: -14085420.000000 Penalty: 6020.759766
	Iteration 33Q: 3 clusters Score -1.408542e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 170600 members 
Entering Unmasked Estep 
Score: -14085408.000000 Penalty: 6020.759766
	Iteration 34Q: 3 clusters Score -1.408541e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 170681 members 
Entering Unmasked Estep 
Score: -14085427.000000 Penalty: 6020.759766
	Iteration 35Q: 3 clusters Score -1.408543e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 170760 members 
Entering Unmasked Estep 
Score: -14085474.000000 Penalty: 6020.759766
	Iteration 36Q: 3 clusters Score -1.408547e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 170815 members 
Entering Unmasked Estep 
Score: -14085470.000000 Penalty: 6020.759766
	Iteration 37Q: 3 clusters Score -1.408547e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 170857 members 
Entering Unmasked Estep 
Score: -14085474.000000 Penalty: 6020.759766
	Iteration 38Q: 3 clusters Score -1.408547e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 170899 members 
Entering Unmasked Estep 
Score: -14085472.000000 Penalty: 6020.759766
	Iteration 39Q: 3 clusters Score -1.408547e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 170945 members 
Entering Unmasked Estep 
Score: -14085460.000000 Penalty: 6020.759766
	Iteration 40F: 3 clusters Score -1.408546e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 170978 members 
Entering Unmasked Estep 
Score: -14085461.000000 Penalty: 6020.759766
	Iteration 41Q: 3 clusters Score -1.408546e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 171016 members 
Entering Unmasked Estep 
Score: -14085452.000000 Penalty: 6020.759766
	Iteration 42Q: 3 clusters Score -1.408545e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 171043 members 
Entering Unmasked Estep 
Score: -14085441.000000 Penalty: 6020.759766
	Iteration 43Q: 3 clusters Score -1.408544e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 171068 members 
Entering Unmasked Estep 
Score: -14085446.000000 Penalty: 6020.759766
	Iteration 44Q: 3 clusters Score -1.408545e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 171094 members 
Entering Unmasked Estep 
Score: -14085450.000000 Penalty: 6020.759766
	Iteration 45Q: 3 clusters Score -1.408545e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 171115 members 
Entering Unmasked Estep 
Score: -14085443.000000 Penalty: 6020.759766
	Iteration 46Q: 3 clusters Score -1.408544e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 171133 members 
Entering Unmasked Estep 
Score: -14085440.000000 Penalty: 6020.759766
	Iteration 47Q: 3 clusters Score -1.408544e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 171150 members 
Entering Unmasked Estep 
Score: -14085449.000000 Penalty: 6020.759766
	Iteration 48Q: 3 clusters Score -1.408545e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 171168 members 
Entering Unmasked Estep 
Score: -14085437.000000 Penalty: 6020.759766
	Iteration 49Q: 3 clusters Score -1.408544e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 171181 members 
Entering Unmasked Estep 
Score: -14085437.000000 Penalty: 6020.759766
	Iteration 50Q: 3 clusters Score -1.408544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 171192 members 
Entering Unmasked Estep 
Score: -14085425.000000 Penalty: 6020.759766
	Iteration 51Q: 3 clusters Score -1.408542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 171204 members 
Entering Unmasked Estep 
Score: -14085426.000000 Penalty: 6020.759766
	Iteration 52Q: 3 clusters Score -1.408543e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 171215 members 
Entering Unmasked Estep 
Score: -14085435.000000 Penalty: 6020.759766
	Iteration 53Q: 3 clusters Score -1.408544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 171232 members 
Entering Unmasked Estep 
Score: -14085449.000000 Penalty: 6020.759766
	Iteration 54Q: 3 clusters Score -1.408545e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 171248 members 
Entering Unmasked Estep 
Score: -14085430.000000 Penalty: 6020.759766
	Iteration 55Q: 3 clusters Score -1.408543e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 171266 members 
Entering Unmasked Estep 
Score: -14085444.000000 Penalty: 6020.759766
	Iteration 56Q: 3 clusters Score -1.408544e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 171282 members 
Entering Unmasked Estep 
Score: -14085453.000000 Penalty: 6020.759766
	Iteration 57Q: 3 clusters Score -1.408545e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 171292 members 
Entering Unmasked Estep 
Score: -14085439.000000 Penalty: 6020.759766
	Iteration 58Q: 3 clusters Score -1.408544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 171301 members 
Entering Unmasked Estep 
Score: -14085445.000000 Penalty: 6020.759766
	Iteration 59Q: 3 clusters Score -1.408544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 171310 members 
Entering Unmasked Estep 
Score: -14085447.000000 Penalty: 6020.759766
	Iteration 60F: 3 clusters Score -1.408545e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 171324 members 
Entering Unmasked Estep 
Score: -14085462.000000 Penalty: 6020.759766
	Iteration 61Q: 3 clusters Score -1.408546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 171335 members 
Entering Unmasked Estep 
Score: -14085470.000000 Penalty: 6020.759766
	Iteration 62Q: 3 clusters Score -1.408547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 171340 members 
Entering Unmasked Estep 
Score: -14085464.000000 Penalty: 6020.759766
	Iteration 63Q: 3 clusters Score -1.408546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 171350 members 
Entering Unmasked Estep 
Score: -14085463.000000 Penalty: 6020.759766
	Iteration 64Q: 3 clusters Score -1.408546e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 171364 members 
Entering Unmasked Estep 
Score: -14085459.000000 Penalty: 6020.759766
	Iteration 65Q: 3 clusters Score -1.408546e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 171376 members 
Entering Unmasked Estep 
Score: -14085455.000000 Penalty: 6020.759766
	Iteration 66Q: 3 clusters Score -1.408546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 171382 members 
Entering Unmasked Estep 
Score: -14085452.000000 Penalty: 6020.759766
	Iteration 67Q: 3 clusters Score -1.408545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 171390 members 
Entering Unmasked Estep 
Score: -14085449.000000 Penalty: 6020.759766
	Iteration 68Q: 3 clusters Score -1.408545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 171395 members 
Entering Unmasked Estep 
Score: -14085446.000000 Penalty: 6020.759766
	Iteration 69Q: 3 clusters Score -1.408545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 171400 members 
Entering Unmasked Estep 
Score: -14085440.000000 Penalty: 6020.759766
	Iteration 70Q: 3 clusters Score -1.408544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 171407 members 
Entering Unmasked Estep 
Score: -14085452.000000 Penalty: 6020.759766
	Iteration 71Q: 3 clusters Score -1.408545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 171414 members 
Entering Unmasked Estep 
Score: -14085447.000000 Penalty: 6020.759766
	Iteration 72Q: 3 clusters Score -1.408545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 171423 members 
Entering Unmasked Estep 
Score: -14085445.000000 Penalty: 6020.759766
	Iteration 73Q: 3 clusters Score -1.408544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 171430 members 
Entering Unmasked Estep 
Score: -14085443.000000 Penalty: 6020.759766
	Iteration 74Q: 3 clusters Score -1.408544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 171435 members 
Entering Unmasked Estep 
Score: -14085441.000000 Penalty: 6020.759766
	Iteration 75Q: 3 clusters Score -1.408544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 171441 members 
Entering Unmasked Estep 
Score: -14085456.000000 Penalty: 6020.759766
	Iteration 76Q: 3 clusters Score -1.408546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 171446 members 
Entering Unmasked Estep 
Score: -14085451.000000 Penalty: 6020.759766
	Iteration 77Q: 3 clusters Score -1.408545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 171456 members 
Entering Unmasked Estep 
Score: -14085461.000000 Penalty: 6020.759766
	Iteration 78Q: 3 clusters Score -1.408546e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 171473 members 
Entering Unmasked Estep 
Score: -14085484.000000 Penalty: 6020.759766
	Iteration 79Q: 3 clusters Score -1.408548e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 171486 members 
Entering Unmasked Estep 
Score: -14085488.000000 Penalty: 6020.759766
	Iteration 80F: 3 clusters Score -1.408549e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 171499 members 
Entering Unmasked Estep 
Score: -14085469.000000 Penalty: 6020.759766
	Iteration 81Q: 3 clusters Score -1.408547e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 171516 members 
Entering Unmasked Estep 
Score: -14085487.000000 Penalty: 6020.759766
	Iteration 82Q: 3 clusters Score -1.408549e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 171526 members 
Entering Unmasked Estep 
Score: -14085481.000000 Penalty: 6020.759766
	Iteration 83Q: 3 clusters Score -1.408548e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 171539 members 
Entering Unmasked Estep 
Score: -14085487.000000 Penalty: 6020.759766
	Iteration 84Q: 3 clusters Score -1.408549e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 171558 members 
Entering Unmasked Estep 
Score: -14085486.000000 Penalty: 6020.759766
	Iteration 85Q: 3 clusters Score -1.408549e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 171580 members 
Entering Unmasked Estep 
Score: -14085463.000000 Penalty: 6020.759766
	Iteration 86Q: 3 clusters Score -1.408546e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 171600 members 
Entering Unmasked Estep 
Score: -14085477.000000 Penalty: 6020.759766
	Iteration 87Q: 3 clusters Score -1.408548e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 171615 members 
Entering Unmasked Estep 
Score: -14085478.000000 Penalty: 6020.759766
	Iteration 88Q: 3 clusters Score -1.408548e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 171630 members 
Entering Unmasked Estep 
Score: -14085490.000000 Penalty: 6020.759766
	Iteration 89Q: 3 clusters Score -1.408549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 171644 members 
Entering Unmasked Estep 
Score: -14085490.000000 Penalty: 6020.759766
	Iteration 90Q: 3 clusters Score -1.408549e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 171660 members 
Entering Unmasked Estep 
Score: -14085482.000000 Penalty: 6020.759766
	Iteration 91Q: 3 clusters Score -1.408548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 171669 members 
Entering Unmasked Estep 
Score: -14085477.000000 Penalty: 6020.759766
	Iteration 92Q: 3 clusters Score -1.408548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 171677 members 
Entering Unmasked Estep 
Score: -14085468.000000 Penalty: 6020.759766
	Iteration 93Q: 3 clusters Score -1.408547e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 171688 members 
Entering Unmasked Estep 
Score: -14085469.000000 Penalty: 6020.759766
	Iteration 94Q: 3 clusters Score -1.408547e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 171701 members 
Entering Unmasked Estep 
Score: -14085471.000000 Penalty: 6020.759766
	Iteration 95Q: 3 clusters Score -1.408547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 171708 members 
Entering Unmasked Estep 
Score: -14085467.000000 Penalty: 6020.759766
	Iteration 96Q: 3 clusters Score -1.408547e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 171720 members 
Entering Unmasked Estep 
Score: -14085467.000000 Penalty: 6020.759766
	Iteration 97Q: 3 clusters Score -1.408547e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 171728 members 
Entering Unmasked Estep 
Score: -14085470.000000 Penalty: 6020.759766
	Iteration 98Q: 3 clusters Score -1.408547e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 171740 members 
Entering Unmasked Estep 
Score: -14085469.000000 Penalty: 6020.759766
	Iteration 99Q: 3 clusters Score -1.408547e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 171751 members 
Entering Unmasked Estep 
Score: -14085482.000000 Penalty: 6020.759766
	Iteration 100F: 3 clusters Score -1.408548e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 171767 members 
Entering Unmasked Estep 
Score: -14085495.000000 Penalty: 6020.759766
	Iteration 101Q: 3 clusters Score -1.40855e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 171787 members 
Entering Unmasked Estep 
Score: -14085486.000000 Penalty: 6020.759766
	Iteration 102Q: 3 clusters Score -1.408549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 171801 members 
Entering Unmasked Estep 
Score: -14085486.000000 Penalty: 6020.759766
	Iteration 103Q: 3 clusters Score -1.408549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 171813 members 
Entering Unmasked Estep 
Score: -14085480.000000 Penalty: 6020.759766
	Iteration 104Q: 3 clusters Score -1.408548e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 171826 members 
Entering Unmasked Estep 
Score: -14085491.000000 Penalty: 6020.759766
	Iteration 105Q: 3 clusters Score -1.408549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 171832 members 
Entering Unmasked Estep 
Score: -14085494.000000 Penalty: 6020.759766
	Iteration 106Q: 3 clusters Score -1.408549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 171838 members 
Entering Unmasked Estep 
Score: -14085490.000000 Penalty: 6020.759766
	Iteration 107Q: 3 clusters Score -1.408549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 171841 members 
Entering Unmasked Estep 
Score: -14085493.000000 Penalty: 6020.759766
	Iteration 108Q: 3 clusters Score -1.408549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 171844 members 
Entering Unmasked Estep 
Score: -14085490.000000 Penalty: 6020.759766
	Iteration 109Q: 3 clusters Score -1.408549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 171846 members 
Entering Unmasked Estep 
Score: -14085497.000000 Penalty: 6020.759766
	Iteration 110Q: 3 clusters Score -1.40855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 171849 members 
Entering Unmasked Estep 
Score: -14085490.000000 Penalty: 6020.759766
	Iteration 111Q: 3 clusters Score -1.408549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 171851 members 
Entering Unmasked Estep 
Score: -14085490.000000 Penalty: 6020.759766
	Iteration 112Q: 3 clusters Score -1.408549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 171857 members 
Entering Unmasked Estep 
Score: -14085482.000000 Penalty: 6020.759766
	Iteration 113Q: 3 clusters Score -1.408548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 171860 members 
Entering Unmasked Estep 
Score: -14085471.000000 Penalty: 6020.759766
	Iteration 114Q: 3 clusters Score -1.408547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 171863 members 
Entering Unmasked Estep 
Score: -14085487.000000 Penalty: 6020.759766
	Iteration 115Q: 3 clusters Score -1.408549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 171868 members 
Entering Unmasked Estep 
Score: -14085475.000000 Penalty: 6020.759766
	Iteration 116Q: 3 clusters Score -1.408548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 171876 members 
Entering Unmasked Estep 
Score: -14085467.000000 Penalty: 6020.759766
	Iteration 117Q: 3 clusters Score -1.408547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 171882 members 
Entering Unmasked Estep 
Score: -14085476.000000 Penalty: 6020.759766
	Iteration 118Q: 3 clusters Score -1.408548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 171890 members 
Entering Unmasked Estep 
Score: -14085481.000000 Penalty: 6020.759766
	Iteration 119Q: 3 clusters Score -1.408548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 171895 members 
Entering Unmasked Estep 
Score: -14085478.000000 Penalty: 6020.759766
	Iteration 120F: 3 clusters Score -1.408548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 171900 members 
Entering Unmasked Estep 
Score: -14085476.000000 Penalty: 6020.759766
	Iteration 121Q: 3 clusters Score -1.408548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 171906 members 
Entering Unmasked Estep 
Score: -14085486.000000 Penalty: 6020.759766
	Iteration 122Q: 3 clusters Score -1.408549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 171914 members 
Entering Unmasked Estep 
Score: -14085485.000000 Penalty: 6020.759766
	Iteration 123Q: 3 clusters Score -1.408548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 171919 members 
Entering Unmasked Estep 
Score: -14085486.000000 Penalty: 6020.759766
	Iteration 124Q: 3 clusters Score -1.408549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 171923 members 
Entering Unmasked Estep 
Score: -14085489.000000 Penalty: 6020.759766
	Iteration 125Q: 3 clusters Score -1.408549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 171926 members 
Entering Unmasked Estep 
Score: -14085480.000000 Penalty: 6020.759766
	Iteration 126Q: 3 clusters Score -1.408548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 171928 members 
Entering Unmasked Estep 
Score: -14085480.000000 Penalty: 6020.759766
	Iteration 127Q: 3 clusters Score -1.408548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 171932 members 
Entering Unmasked Estep 
Score: -14085477.000000 Penalty: 6020.759766
	Iteration 128Q: 3 clusters Score -1.408548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 171934 members 
Entering Unmasked Estep 
Score: -14085481.000000 Penalty: 6020.759766
	Iteration 129Q: 3 clusters Score -1.408548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 171936 members 
Entering Unmasked Estep 
Score: -14085482.000000 Penalty: 6020.759766
	Iteration 130Q: 3 clusters Score -1.408548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 171938 members 
Entering Unmasked Estep 
Score: -14085485.000000 Penalty: 6020.759766
	Iteration 131Q: 3 clusters Score -1.408548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 171940 members 
Entering Unmasked Estep 
Score: -14085481.000000 Penalty: 6020.759766
	Iteration 132Q: 3 clusters Score -1.408548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 171944 members 
Entering Unmasked Estep 
Score: -14085482.000000 Penalty: 6020.759766
	Iteration 133Q: 3 clusters Score -1.408548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 171949 members 
Entering Unmasked Estep 
Score: -14085489.000000 Penalty: 6020.759766
	Iteration 134Q: 3 clusters Score -1.408549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 171954 members 
Entering Unmasked Estep 
Score: -14085486.000000 Penalty: 6020.759766
	Iteration 135Q: 3 clusters Score -1.408549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 171959 members 
Entering Unmasked Estep 
Score: -14085486.000000 Penalty: 6020.759766
	Iteration 136Q: 3 clusters Score -1.408549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 171965 members 
Entering Unmasked Estep 
Score: -14085472.000000 Penalty: 6020.759766
	Iteration 137Q: 3 clusters Score -1.408547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 171973 members 
Entering Unmasked Estep 
Score: -14085474.000000 Penalty: 6020.759766
	Iteration 138Q: 3 clusters Score -1.408547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 171979 members 
Entering Unmasked Estep 
Score: -14085468.000000 Penalty: 6020.759766
	Iteration 139Q: 3 clusters Score -1.408547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 171988 members 
Entering Unmasked Estep 
Score: -14085457.000000 Penalty: 6020.759766
	Iteration 140F: 3 clusters Score -1.408546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 171994 members 
Entering Unmasked Estep 
Score: -14085470.000000 Penalty: 6020.759766
	Iteration 141Q: 3 clusters Score -1.408547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 171996 members 
Entering Unmasked Estep 
Score: -14085479.000000 Penalty: 6020.759766
	Iteration 142Q: 3 clusters Score -1.408548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 171999 members 
Entering Unmasked Estep 
Score: -14085472.000000 Penalty: 6020.759766
	Iteration 143Q: 3 clusters Score -1.408547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 172003 members 
Entering Unmasked Estep 
Score: -14085474.000000 Penalty: 6020.759766
	Iteration 144Q: 3 clusters Score -1.408547e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 172015 members 
Entering Unmasked Estep 
Score: -14085485.000000 Penalty: 6020.759766
	Iteration 145Q: 3 clusters Score -1.408548e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 172029 members 
Entering Unmasked Estep 
Score: -14085474.000000 Penalty: 6020.759766
	Iteration 146Q: 3 clusters Score -1.408547e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 172041 members 
Entering Unmasked Estep 
Score: -14085470.000000 Penalty: 6020.759766
	Iteration 147Q: 3 clusters Score -1.408547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 172049 members 
Entering Unmasked Estep 
Score: -14085488.000000 Penalty: 6020.759766
	Iteration 148Q: 3 clusters Score -1.408549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 172057 members 
Entering Unmasked Estep 
Score: -14085480.000000 Penalty: 6020.759766
	Iteration 149Q: 3 clusters Score -1.408548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 172068 members 
Entering Unmasked Estep 
Score: -14085486.000000 Penalty: 6020.759766
	Iteration 150Q: 3 clusters Score -1.408549e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 172080 members 
Entering Unmasked Estep 
Score: -14085474.000000 Penalty: 6020.759766
	Iteration 151Q: 3 clusters Score -1.408547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 172085 members 
Entering Unmasked Estep 
Score: -14085451.000000 Penalty: 6020.759766
	Iteration 152Q: 3 clusters Score -1.408545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 172089 members 
Entering Unmasked Estep 
Score: -14085467.000000 Penalty: 6020.759766
	Iteration 153Q: 3 clusters Score -1.408547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 172094 members 
Entering Unmasked Estep 
Score: -14085473.000000 Penalty: 6020.759766
	Iteration 154Q: 3 clusters Score -1.408547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 172099 members 
Entering Unmasked Estep 
Score: -14085471.000000 Penalty: 6020.759766
	Iteration 155Q: 3 clusters Score -1.408547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 172104 members 
Entering Unmasked Estep 
Score: -14085483.000000 Penalty: 6020.759766
	Iteration 156Q: 3 clusters Score -1.408548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 172109 members 
Entering Unmasked Estep 
Score: -14085486.000000 Penalty: 6020.759766
	Iteration 157Q: 3 clusters Score -1.408549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 172114 members 
Entering Unmasked Estep 
Score: -14085483.000000 Penalty: 6020.759766
	Iteration 158Q: 3 clusters Score -1.408548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 172118 members 
Entering Unmasked Estep 
Score: -14085480.000000 Penalty: 6020.759766
	Iteration 159Q: 3 clusters Score -1.408548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 172123 members 
Entering Unmasked Estep 
Score: -14085480.000000 Penalty: 6020.759766
	Iteration 160F: 3 clusters Score -1.408548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 172126 members 
Entering Unmasked Estep 
Score: -14085490.000000 Penalty: 6020.759766
	Iteration 161Q: 3 clusters Score -1.408549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 172126 members 
Entering Unmasked Estep 
Score: -14085490.000000 Penalty: 6020.759766
	Iteration 162F: 3 clusters Score -1.408549e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (207059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207059 members 
Entering Unmasked Estep 
Score: -15488653.000000 Penalty: 3035.708252
	Iteration 0F: 2 clusters Score -1.548865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103626 members 
Mstep: Class 2 contains 103433 members 
Entering Unmasked Estep 
Score: -15350038.000000 Penalty: 6071.416504
	Iteration 0F: 3 clusters Score -1.535004e+07 nChanged 99768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108048 members 
Mstep: Class 2 contains 99011 members 
Entering Unmasked Estep 
Score: -15409227.000000 Penalty: 6071.416504
	Iteration 1F: 3 clusters Score -1.540923e+07 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111455 members 
Mstep: Class 2 contains 95604 members 
Entering Unmasked Estep 
Score: -15412043.000000 Penalty: 6071.416504
	Iteration 2Q: 3 clusters Score -1.541204e+07 nChanged 10318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116653 members 
Mstep: Class 2 contains 90406 members 
Entering Unmasked Estep 
Score: -15416464.000000 Penalty: 6071.416504
	Iteration 3Q: 3 clusters Score -1.541646e+07 nChanged 12543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123804 members 
Mstep: Class 2 contains 83255 members 
Entering Unmasked Estep 
Score: -15422990.000000 Penalty: 6071.416504
	Iteration 4F: 3 clusters Score -1.542299e+07 nChanged 14030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132678 members 
Mstep: Class 2 contains 74381 members 
Entering Unmasked Estep 
Score: -15430906.000000 Penalty: 6071.416504
	Iteration 5F: 3 clusters Score -1.543091e+07 nChanged 13807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142197 members 
Mstep: Class 2 contains 64862 members 
Entering Unmasked Estep 
Score: -15438381.000000 Penalty: 6071.416504
	Iteration 6F: 3 clusters Score -1.543838e+07 nChanged 12487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151864 members 
Mstep: Class 2 contains 55195 members 
Entering Unmasked Estep 
Score: -15445312.000000 Penalty: 6071.416504
	Iteration 7F: 3 clusters Score -1.544531e+07 nChanged 10893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161483 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -15451462.000000 Penalty: 6071.416504
	Iteration 8F: 3 clusters Score -1.545146e+07 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170989 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -15457500.000000 Penalty: 6071.416504
	Iteration 9Q: 3 clusters Score -1.54575e+07 nChanged 9408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180359 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -15463951.000000 Penalty: 6071.416504
	Iteration 10Q: 3 clusters Score -1.546395e+07 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189204 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -15470761.000000 Penalty: 6071.416504
	Iteration 11Q: 3 clusters Score -1.547076e+07 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196665 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -15477255.000000 Penalty: 6071.416504
	Iteration 12Q: 3 clusters Score -1.547726e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201784 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -15482011.000000 Penalty: 6071.416504
	Iteration 13Q: 3 clusters Score -1.548201e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204438 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -15484408.000000 Penalty: 6071.416504
	Iteration 14Q: 3 clusters Score -1.548441e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205569 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -15485347.000000 Penalty: 6071.416504
	Iteration 15Q: 3 clusters Score -1.548535e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206023 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -15485732.000000 Penalty: 6071.416504
	Iteration 16Q: 3 clusters Score -1.548573e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206203 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -15485932.000000 Penalty: 6071.416504
	Iteration 17Q: 3 clusters Score -1.548593e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206274 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -15486049.000000 Penalty: 6071.416504
	Iteration 18Q: 3 clusters Score -1.548605e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206312 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -15486128.000000 Penalty: 6071.416504
	Iteration 19Q: 3 clusters Score -1.548613e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206336 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -15486200.000000 Penalty: 6071.416504
	Iteration 20F: 3 clusters Score -1.54862e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206352 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -15486248.000000 Penalty: 6071.416504
	Iteration 21Q: 3 clusters Score -1.548625e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206357 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -15486271.000000 Penalty: 6071.416504
	Iteration 22Q: 3 clusters Score -1.548627e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206368 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -15486317.000000 Penalty: 6071.416504
	Iteration 23Q: 3 clusters Score -1.548632e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206370 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -15486333.000000 Penalty: 6071.416504
	Iteration 24Q: 3 clusters Score -1.548633e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206370 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -15486353.000000 Penalty: 6071.416504
	Iteration 25Q: 3 clusters Score -1.548635e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206381 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -15486381.000000 Penalty: 6071.416504
	Iteration 26Q: 3 clusters Score -1.548638e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206378 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -15486372.000000 Penalty: 6071.416504
	Iteration 27Q: 3 clusters Score -1.548637e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206379 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -15486391.000000 Penalty: 6071.416504
	Iteration 28Q: 3 clusters Score -1.548639e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206379 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -15486403.000000 Penalty: 6071.416504
	Iteration 29Q: 3 clusters Score -1.54864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206375 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -15486379.000000 Penalty: 6071.416504
	Iteration 30Q: 3 clusters Score -1.548638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206374 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -15486401.000000 Penalty: 6071.416504
	Iteration 31Q: 3 clusters Score -1.54864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206371 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -15486391.000000 Penalty: 6071.416504
	Iteration 32Q: 3 clusters Score -1.548639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206371 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -15486391.000000 Penalty: 6071.416504
	Iteration 33F: 3 clusters Score -1.548639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Entering Unmasked Estep 
Score: -260791.296875 Penalty: 2084.752930
	Iteration 0F: 2 clusters Score -260791.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -256695.796875 Penalty: 4169.505859
	Iteration 0F: 3 clusters Score -256695.8 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -257731.125000 Penalty: 4169.505859
	Iteration 1F: 3 clusters Score -257731.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -258039.562500 Penalty: 4169.505859
	Iteration 2F: 3 clusters Score -258039.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -258264.156250 Penalty: 4169.505859
	Iteration 3F: 3 clusters Score -258264.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -258433.828125 Penalty: 4169.505859
	Iteration 4F: 3 clusters Score -258433.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -258571.968750 Penalty: 4169.505859
	Iteration 5Q: 3 clusters Score -258572 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -258689.312500 Penalty: 4169.505859
	Iteration 6Q: 3 clusters Score -258689.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -258848.156250 Penalty: 4169.505859
	Iteration 7Q: 3 clusters Score -258848.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -259027.828125 Penalty: 4169.505859
	Iteration 8Q: 3 clusters Score -259027.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -259224.390625 Penalty: 4169.505859
	Iteration 9Q: 3 clusters Score -259224.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -259404.000000 Penalty: 4169.505859
	Iteration 10Q: 3 clusters Score -259404 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -259495.437500 Penalty: 4169.505859
	Iteration 11Q: 3 clusters Score -259495.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -259557.328125 Penalty: 4169.505859
	Iteration 12Q: 3 clusters Score -259557.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -259604.000000 Penalty: 4169.505859
	Iteration 13Q: 3 clusters Score -259604 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -259644.484375 Penalty: 4169.505859
	Iteration 14Q: 3 clusters Score -259644.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -259683.984375 Penalty: 4169.505859
	Iteration 15Q: 3 clusters Score -259684 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -259715.718750 Penalty: 4169.505859
	Iteration 16Q: 3 clusters Score -259715.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -259738.343750 Penalty: 4169.505859
	Iteration 17Q: 3 clusters Score -259738.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -259768.718750 Penalty: 4169.505859
	Iteration 18Q: 3 clusters Score -259768.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -259790.953125 Penalty: 4169.505859
	Iteration 19Q: 3 clusters Score -259791 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -259817.640625 Penalty: 4169.505859
	Iteration 20F: 3 clusters Score -259817.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -259855.203125 Penalty: 4169.505859
	Iteration 21Q: 3 clusters Score -259855.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -259899.000000 Penalty: 4169.505859
	Iteration 22Q: 3 clusters Score -259899 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -259935.812500 Penalty: 4169.505859
	Iteration 23Q: 3 clusters Score -259935.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -259974.953125 Penalty: 4169.505859
	Iteration 24Q: 3 clusters Score -259975 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -260000.046875 Penalty: 4169.505859
	Iteration 25Q: 3 clusters Score -260000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -260015.984375 Penalty: 4169.505859
	Iteration 26Q: 3 clusters Score -260016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -260024.468750 Penalty: 4169.505859
	Iteration 27Q: 3 clusters Score -260024.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -260031.140625 Penalty: 4169.505859
	Iteration 28Q: 3 clusters Score -260031.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -260039.734375 Penalty: 4169.505859
	Iteration 29Q: 3 clusters Score -260039.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -260043.156250 Penalty: 4169.505859
	Iteration 30Q: 3 clusters Score -260043.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -260044.437500 Penalty: 4169.505859
	Iteration 31Q: 3 clusters Score -260044.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -260045.640625 Penalty: 4169.505859
	Iteration 32Q: 3 clusters Score -260045.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -260048.265625 Penalty: 4169.505859
	Iteration 33Q: 3 clusters Score -260048.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -260052.203125 Penalty: 4169.505859
	Iteration 34Q: 3 clusters Score -260052.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -260055.812500 Penalty: 4169.505859
	Iteration 35Q: 3 clusters Score -260055.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -260058.890625 Penalty: 4169.505859
	Iteration 36Q: 3 clusters Score -260058.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -260060.968750 Penalty: 4169.505859
	Iteration 37Q: 3 clusters Score -260061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -260063.546875 Penalty: 4169.505859
	Iteration 38Q: 3 clusters Score -260063.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -260066.281250 Penalty: 4169.505859
	Iteration 39Q: 3 clusters Score -260066.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -260068.703125 Penalty: 4169.505859
	Iteration 40F: 3 clusters Score -260068.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -260069.609375 Penalty: 4169.505859
	Iteration 41Q: 3 clusters Score -260069.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -260072.468750 Penalty: 4169.505859
	Iteration 42Q: 3 clusters Score -260072.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -260074.187500 Penalty: 4169.505859
	Iteration 43Q: 3 clusters Score -260074.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -260075.781250 Penalty: 4169.505859
	Iteration 44Q: 3 clusters Score -260075.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -260076.421875 Penalty: 4169.505859
	Iteration 45Q: 3 clusters Score -260076.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -260076.609375 Penalty: 4169.505859
	Iteration 46Q: 3 clusters Score -260076.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -260076.875000 Penalty: 4169.505859
	Iteration 47Q: 3 clusters Score -260076.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -260076.875000 Penalty: 4169.505859
	Iteration 48F: 3 clusters Score -260076.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Entering Unmasked Estep 
Score: -2849278.000000 Penalty: 2602.448242
	Iteration 0F: 2 clusters Score -2849278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2824580.500000 Penalty: 5204.896484
	Iteration 0F: 3 clusters Score -2824580 nChanged 16479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2833814.000000 Penalty: 5204.896484
	Iteration 1F: 3 clusters Score -2833814 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2834429.250000 Penalty: 5204.896484
	Iteration 2Q: 3 clusters Score -2834429 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -2835163.250000 Penalty: 5204.896484
	Iteration 3Q: 3 clusters Score -2835163 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -2836160.750000 Penalty: 5204.896484
	Iteration 4F: 3 clusters Score -2836161 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -2837632.000000 Penalty: 5204.896484
	Iteration 5F: 3 clusters Score -2837632 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -2839629.500000 Penalty: 5204.896484
	Iteration 6F: 3 clusters Score -2839630 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -2841861.000000 Penalty: 5204.896484
	Iteration 7F: 3 clusters Score -2841861 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -2843914.750000 Penalty: 5204.896484
	Iteration 8F: 3 clusters Score -2843915 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -2845375.000000 Penalty: 5204.896484
	Iteration 9Q: 3 clusters Score -2845375 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -2846132.250000 Penalty: 5204.896484
	Iteration 10Q: 3 clusters Score -2846132 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -2846500.750000 Penalty: 5204.896484
	Iteration 11Q: 3 clusters Score -2846501 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -2846679.500000 Penalty: 5204.896484
	Iteration 12Q: 3 clusters Score -2846680 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -2846761.750000 Penalty: 5204.896484
	Iteration 13Q: 3 clusters Score -2846762 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -2846817.000000 Penalty: 5204.896484
	Iteration 14Q: 3 clusters Score -2846817 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -2846849.000000 Penalty: 5204.896484
	Iteration 15Q: 3 clusters Score -2846849 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -2846877.500000 Penalty: 5204.896484
	Iteration 16Q: 3 clusters Score -2846878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -2846885.750000 Penalty: 5204.896484
	Iteration 17Q: 3 clusters Score -2846886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -2846892.000000 Penalty: 5204.896484
	Iteration 18Q: 3 clusters Score -2846892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -2846901.000000 Penalty: 5204.896484
	Iteration 19Q: 3 clusters Score -2846901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -2846900.750000 Penalty: 5204.896484
	Iteration 20F: 3 clusters Score -2846901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -2846904.250000 Penalty: 5204.896484
	Iteration 21Q: 3 clusters Score -2846904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -2846905.000000 Penalty: 5204.896484
	Iteration 22Q: 3 clusters Score -2846905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -2846907.000000 Penalty: 5204.896484
	Iteration 23Q: 3 clusters Score -2846907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -2846906.500000 Penalty: 5204.896484
	Iteration 24Q: 3 clusters Score -2846906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -2846909.000000 Penalty: 5204.896484
	Iteration 25Q: 3 clusters Score -2846909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -2846918.500000 Penalty: 5204.896484
	Iteration 26Q: 3 clusters Score -2846918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -2846920.000000 Penalty: 5204.896484
	Iteration 27Q: 3 clusters Score -2846920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -2846920.500000 Penalty: 5204.896484
	Iteration 28Q: 3 clusters Score -2846920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -2846921.750000 Penalty: 5204.896484
	Iteration 29Q: 3 clusters Score -2846922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -2846920.500000 Penalty: 5204.896484
	Iteration 30Q: 3 clusters Score -2846920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -2846921.750000 Penalty: 5204.896484
	Iteration 31Q: 3 clusters Score -2846922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -2846923.250000 Penalty: 5204.896484
	Iteration 32Q: 3 clusters Score -2846923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -2846928.000000 Penalty: 5204.896484
	Iteration 33Q: 3 clusters Score -2846928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -2846931.250000 Penalty: 5204.896484
	Iteration 34Q: 3 clusters Score -2846931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -2846929.000000 Penalty: 5204.896484
	Iteration 35Q: 3 clusters Score -2846929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -2846929.000000 Penalty: 5204.896484
	Iteration 36F: 3 clusters Score -2846929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Entering Unmasked Estep 
Score: -213966.625000 Penalty: 1979.554565
	Iteration 0F: 2 clusters Score -213966.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -210696.734375 Penalty: 3959.109131
	Iteration 0F: 3 clusters Score -210696.7 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -211341.125000 Penalty: 3959.109131
	Iteration 1F: 3 clusters Score -211341.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -211498.828125 Penalty: 3959.109131
	Iteration 2F: 3 clusters Score -211498.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -211583.859375 Penalty: 3959.109131
	Iteration 3Q: 3 clusters Score -211583.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -211636.625000 Penalty: 3959.109131
	Iteration 4Q: 3 clusters Score -211636.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -211675.062500 Penalty: 3959.109131
	Iteration 5Q: 3 clusters Score -211675.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -211700.093750 Penalty: 3959.109131
	Iteration 6Q: 3 clusters Score -211700.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -211720.890625 Penalty: 3959.109131
	Iteration 7Q: 3 clusters Score -211720.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -211743.046875 Penalty: 3959.109131
	Iteration 8Q: 3 clusters Score -211743 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -211765.000000 Penalty: 3959.109131
	Iteration 9Q: 3 clusters Score -211765 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -211788.109375 Penalty: 3959.109131
	Iteration 10Q: 3 clusters Score -211788.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -211806.062500 Penalty: 3959.109131
	Iteration 11Q: 3 clusters Score -211806.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -211822.203125 Penalty: 3959.109131
	Iteration 12Q: 3 clusters Score -211822.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -211835.562500 Penalty: 3959.109131
	Iteration 13Q: 3 clusters Score -211835.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -211844.390625 Penalty: 3959.109131
	Iteration 14Q: 3 clusters Score -211844.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -211849.812500 Penalty: 3959.109131
	Iteration 15Q: 3 clusters Score -211849.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -211855.671875 Penalty: 3959.109131
	Iteration 16Q: 3 clusters Score -211855.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -211858.593750 Penalty: 3959.109131
	Iteration 17Q: 3 clusters Score -211858.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -211862.250000 Penalty: 3959.109131
	Iteration 18Q: 3 clusters Score -211862.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -211863.531250 Penalty: 3959.109131
	Iteration 19Q: 3 clusters Score -211863.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -211864.312500 Penalty: 3959.109131
	Iteration 20F: 3 clusters Score -211864.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -211867.703125 Penalty: 3959.109131
	Iteration 21Q: 3 clusters Score -211867.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -211869.062500 Penalty: 3959.109131
	Iteration 22Q: 3 clusters Score -211869.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -211869.375000 Penalty: 3959.109131
	Iteration 23Q: 3 clusters Score -211869.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -211869.750000 Penalty: 3959.109131
	Iteration 24Q: 3 clusters Score -211869.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -211870.296875 Penalty: 3959.109131
	Iteration 25Q: 3 clusters Score -211870.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -211871.875000 Penalty: 3959.109131
	Iteration 26Q: 3 clusters Score -211871.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -211872.984375 Penalty: 3959.109131
	Iteration 27Q: 3 clusters Score -211873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -211876.468750 Penalty: 3959.109131
	Iteration 28Q: 3 clusters Score -211876.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -211877.953125 Penalty: 3959.109131
	Iteration 29Q: 3 clusters Score -211878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -211880.406250 Penalty: 3959.109131
	Iteration 30Q: 3 clusters Score -211880.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -211885.171875 Penalty: 3959.109131
	Iteration 31Q: 3 clusters Score -211885.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -211890.234375 Penalty: 3959.109131
	Iteration 32Q: 3 clusters Score -211890.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -211896.250000 Penalty: 3959.109131
	Iteration 33Q: 3 clusters Score -211896.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -211904.390625 Penalty: 3959.109131
	Iteration 34Q: 3 clusters Score -211904.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -211909.406250 Penalty: 3959.109131
	Iteration 35Q: 3 clusters Score -211909.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -211916.281250 Penalty: 3959.109131
	Iteration 36Q: 3 clusters Score -211916.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -211924.656250 Penalty: 3959.109131
	Iteration 37Q: 3 clusters Score -211924.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -211932.671875 Penalty: 3959.109131
	Iteration 38Q: 3 clusters Score -211932.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -211939.937500 Penalty: 3959.109131
	Iteration 39Q: 3 clusters Score -211939.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -211949.265625 Penalty: 3959.109131
	Iteration 40F: 3 clusters Score -211949.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -211956.312500 Penalty: 3959.109131
	Iteration 41Q: 3 clusters Score -211956.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -211962.640625 Penalty: 3959.109131
	Iteration 42Q: 3 clusters Score -211962.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -211968.468750 Penalty: 3959.109131
	Iteration 43Q: 3 clusters Score -211968.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -211976.203125 Penalty: 3959.109131
	Iteration 44Q: 3 clusters Score -211976.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -211983.718750 Penalty: 3959.109131
	Iteration 45Q: 3 clusters Score -211983.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -211990.421875 Penalty: 3959.109131
	Iteration 46Q: 3 clusters Score -211990.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -212000.468750 Penalty: 3959.109131
	Iteration 47Q: 3 clusters Score -212000.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -212008.296875 Penalty: 3959.109131
	Iteration 48Q: 3 clusters Score -212008.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -212015.265625 Penalty: 3959.109131
	Iteration 49Q: 3 clusters Score -212015.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -212018.921875 Penalty: 3959.109131
	Iteration 50Q: 3 clusters Score -212018.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -212023.281250 Penalty: 3959.109131
	Iteration 51Q: 3 clusters Score -212023.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -212026.218750 Penalty: 3959.109131
	Iteration 52Q: 3 clusters Score -212026.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -212030.515625 Penalty: 3959.109131
	Iteration 53Q: 3 clusters Score -212030.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -212037.171875 Penalty: 3959.109131
	Iteration 54Q: 3 clusters Score -212037.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -212051.718750 Penalty: 3959.109131
	Iteration 55Q: 3 clusters Score -212051.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -212065.625000 Penalty: 3959.109131
	Iteration 56Q: 3 clusters Score -212065.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -212077.312500 Penalty: 3959.109131
	Iteration 57Q: 3 clusters Score -212077.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -212082.718750 Penalty: 3959.109131
	Iteration 58Q: 3 clusters Score -212082.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -212086.750000 Penalty: 3959.109131
	Iteration 59Q: 3 clusters Score -212086.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -212092.265625 Penalty: 3959.109131
	Iteration 60F: 3 clusters Score -212092.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -212099.812500 Penalty: 3959.109131
	Iteration 61Q: 3 clusters Score -212099.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -212107.656250 Penalty: 3959.109131
	Iteration 62Q: 3 clusters Score -212107.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -212113.937500 Penalty: 3959.109131
	Iteration 63Q: 3 clusters Score -212113.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -212120.218750 Penalty: 3959.109131
	Iteration 64Q: 3 clusters Score -212120.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -212125.125000 Penalty: 3959.109131
	Iteration 65Q: 3 clusters Score -212125.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -212128.828125 Penalty: 3959.109131
	Iteration 66Q: 3 clusters Score -212128.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -212131.796875 Penalty: 3959.109131
	Iteration 67Q: 3 clusters Score -212131.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -212135.625000 Penalty: 3959.109131
	Iteration 68Q: 3 clusters Score -212135.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -212140.187500 Penalty: 3959.109131
	Iteration 69Q: 3 clusters Score -212140.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -212144.359375 Penalty: 3959.109131
	Iteration 70Q: 3 clusters Score -212144.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -212146.000000 Penalty: 3959.109131
	Iteration 71Q: 3 clusters Score -212146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -212146.984375 Penalty: 3959.109131
	Iteration 72Q: 3 clusters Score -212147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -212148.218750 Penalty: 3959.109131
	Iteration 73Q: 3 clusters Score -212148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -212149.359375 Penalty: 3959.109131
	Iteration 74Q: 3 clusters Score -212149.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -212150.296875 Penalty: 3959.109131
	Iteration 75Q: 3 clusters Score -212150.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -212151.171875 Penalty: 3959.109131
	Iteration 76Q: 3 clusters Score -212151.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -212151.078125 Penalty: 3959.109131
	Iteration 77Q: 3 clusters Score -212151.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -212151.343750 Penalty: 3959.109131
	Iteration 78Q: 3 clusters Score -212151.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -212151.453125 Penalty: 3959.109131
	Iteration 79Q: 3 clusters Score -212151.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -212151.453125 Penalty: 3959.109131
	Iteration 80F: 3 clusters Score -212151.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Entering Unmasked Estep 
Score: -1042215.250000 Penalty: 2370.515381
	Iteration 0F: 2 clusters Score -1042215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1031906.250000 Penalty: 4741.030762
	Iteration 0F: 3 clusters Score -1031906 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1035205.187500 Penalty: 4741.030762
	Iteration 1F: 3 clusters Score -1035205 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1035606.812500 Penalty: 4741.030762
	Iteration 2F: 3 clusters Score -1035607 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1035917.187500 Penalty: 4741.030762
	Iteration 3F: 3 clusters Score -1035917 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1036184.562500 Penalty: 4741.030762
	Iteration 4Q: 3 clusters Score -1036185 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1036426.000000 Penalty: 4741.030762
	Iteration 5Q: 3 clusters Score -1036426 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1036660.437500 Penalty: 4741.030762
	Iteration 6Q: 3 clusters Score -1036660 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1036956.687500 Penalty: 4741.030762
	Iteration 7Q: 3 clusters Score -1036957 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1037302.250000 Penalty: 4741.030762
	Iteration 8Q: 3 clusters Score -1037302 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1037707.937500 Penalty: 4741.030762
	Iteration 9Q: 3 clusters Score -1037708 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1038192.812500 Penalty: 4741.030762
	Iteration 10Q: 3 clusters Score -1038193 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1038755.187500 Penalty: 4741.030762
	Iteration 11F: 3 clusters Score -1038755 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1039360.812500 Penalty: 4741.030762
	Iteration 12Q: 3 clusters Score -1039361 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1039873.687500 Penalty: 4741.030762
	Iteration 13Q: 3 clusters Score -1039874 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1040212.375000 Penalty: 4741.030762
	Iteration 14Q: 3 clusters Score -1040212 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1040423.375000 Penalty: 4741.030762
	Iteration 15Q: 3 clusters Score -1040423 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1040553.687500 Penalty: 4741.030762
	Iteration 16Q: 3 clusters Score -1040554 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1040638.375000 Penalty: 4741.030762
	Iteration 17Q: 3 clusters Score -1040638 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1040685.875000 Penalty: 4741.030762
	Iteration 18Q: 3 clusters Score -1040686 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1040706.812500 Penalty: 4741.030762
	Iteration 19Q: 3 clusters Score -1040707 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1040717.687500 Penalty: 4741.030762
	Iteration 20F: 3 clusters Score -1040718 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1040723.500000 Penalty: 4741.030762
	Iteration 21Q: 3 clusters Score -1040724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1040729.250000 Penalty: 4741.030762
	Iteration 22Q: 3 clusters Score -1040729 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1040733.562500 Penalty: 4741.030762
	Iteration 23Q: 3 clusters Score -1040734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1040734.875000 Penalty: 4741.030762
	Iteration 24Q: 3 clusters Score -1040735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1040740.062500 Penalty: 4741.030762
	Iteration 25Q: 3 clusters Score -1040740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1040740.937500 Penalty: 4741.030762
	Iteration 26Q: 3 clusters Score -1040741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1040739.937500 Penalty: 4741.030762
	Iteration 27Q: 3 clusters Score -1040740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1040741.250000 Penalty: 4741.030762
	Iteration 28Q: 3 clusters Score -1040741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1040739.562500 Penalty: 4741.030762
	Iteration 29Q: 3 clusters Score -1040740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1040743.437500 Penalty: 4741.030762
	Iteration 30Q: 3 clusters Score -1040743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1040742.312500 Penalty: 4741.030762
	Iteration 31Q: 3 clusters Score -1040742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1040743.937500 Penalty: 4741.030762
	Iteration 32Q: 3 clusters Score -1040744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1040742.625000 Penalty: 4741.030762
	Iteration 33Q: 3 clusters Score -1040743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1040742.625000 Penalty: 4741.030762
	Iteration 34F: 3 clusters Score -1040743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Entering Unmasked Estep 
Score: -356846.125000 Penalty: 2109.971680
	Iteration 0F: 2 clusters Score -356846.1 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 2512 members 
Entering Unmasked Estep 
Score: -352306.281250 Penalty: 4219.943359
	Iteration 0F: 3 clusters Score -352306.3 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -353328.031250 Penalty: 4219.943359
	Iteration 1F: 3 clusters Score -353328 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -353532.781250 Penalty: 4219.943359
	Iteration 2F: 3 clusters Score -353532.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -353691.875000 Penalty: 4219.943359
	Iteration 3F: 3 clusters Score -353691.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -353821.718750 Penalty: 4219.943359
	Iteration 4Q: 3 clusters Score -353821.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -353937.312500 Penalty: 4219.943359
	Iteration 5Q: 3 clusters Score -353937.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -354048.000000 Penalty: 4219.943359
	Iteration 6Q: 3 clusters Score -354048 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -354135.375000 Penalty: 4219.943359
	Iteration 7Q: 3 clusters Score -354135.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -354229.343750 Penalty: 4219.943359
	Iteration 8Q: 3 clusters Score -354229.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -354334.000000 Penalty: 4219.943359
	Iteration 9Q: 3 clusters Score -354334 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -354451.406250 Penalty: 4219.943359
	Iteration 10Q: 3 clusters Score -354451.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -354577.906250 Penalty: 4219.943359
	Iteration 11Q: 3 clusters Score -354577.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -354748.281250 Penalty: 4219.943359
	Iteration 12Q: 3 clusters Score -354748.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -354948.437500 Penalty: 4219.943359
	Iteration 13Q: 3 clusters Score -354948.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -355142.062500 Penalty: 4219.943359
	Iteration 14Q: 3 clusters Score -355142.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -355322.218750 Penalty: 4219.943359
	Iteration 15Q: 3 clusters Score -355322.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -355491.187500 Penalty: 4219.943359
	Iteration 16Q: 3 clusters Score -355491.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -355636.718750 Penalty: 4219.943359
	Iteration 17Q: 3 clusters Score -355636.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -355744.937500 Penalty: 4219.943359
	Iteration 18Q: 3 clusters Score -355744.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -355814.562500 Penalty: 4219.943359
	Iteration 19Q: 3 clusters Score -355814.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -355862.781250 Penalty: 4219.943359
	Iteration 20F: 3 clusters Score -355862.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -355906.562500 Penalty: 4219.943359
	Iteration 21Q: 3 clusters Score -355906.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -355947.187500 Penalty: 4219.943359
	Iteration 22Q: 3 clusters Score -355947.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -355972.312500 Penalty: 4219.943359
	Iteration 23Q: 3 clusters Score -355972.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -355991.750000 Penalty: 4219.943359
	Iteration 24Q: 3 clusters Score -355991.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -356007.906250 Penalty: 4219.943359
	Iteration 25Q: 3 clusters Score -356007.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -356019.812500 Penalty: 4219.943359
	Iteration 26Q: 3 clusters Score -356019.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -356028.343750 Penalty: 4219.943359
	Iteration 27Q: 3 clusters Score -356028.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -356038.656250 Penalty: 4219.943359
	Iteration 28Q: 3 clusters Score -356038.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -356044.562500 Penalty: 4219.943359
	Iteration 29Q: 3 clusters Score -356044.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -356049.062500 Penalty: 4219.943359
	Iteration 30Q: 3 clusters Score -356049.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -356055.093750 Penalty: 4219.943359
	Iteration 31Q: 3 clusters Score -356055.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -356057.656250 Penalty: 4219.943359
	Iteration 32Q: 3 clusters Score -356057.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -356058.468750 Penalty: 4219.943359
	Iteration 33Q: 3 clusters Score -356058.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -356058.750000 Penalty: 4219.943359
	Iteration 34Q: 3 clusters Score -356058.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -356059.875000 Penalty: 4219.943359
	Iteration 35Q: 3 clusters Score -356059.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -356061.406250 Penalty: 4219.943359
	Iteration 36Q: 3 clusters Score -356061.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -356063.281250 Penalty: 4219.943359
	Iteration 37Q: 3 clusters Score -356063.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -356063.843750 Penalty: 4219.943359
	Iteration 38Q: 3 clusters Score -356063.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -356063.937500 Penalty: 4219.943359
	Iteration 39Q: 3 clusters Score -356063.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -356064.343750 Penalty: 4219.943359
	Iteration 40F: 3 clusters Score -356064.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -356064.750000 Penalty: 4219.943359
	Iteration 41Q: 3 clusters Score -356064.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -356064.750000 Penalty: 4219.943359
	Iteration 42F: 3 clusters Score -356064.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57367 members 
Entering Unmasked Estep 
Score: -4379226.500000 Penalty: 2717.391846
	Iteration 0F: 2 clusters Score -4379226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -4340556.000000 Penalty: 5434.783691
	Iteration 0F: 3 clusters Score -4340556 nChanged 26684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -4355462.000000 Penalty: 5434.783691
	Iteration 1F: 3 clusters Score -4355462 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -4356146.000000 Penalty: 5434.783691
	Iteration 2Q: 3 clusters Score -4356146 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -4356922.000000 Penalty: 5434.783691
	Iteration 3Q: 3 clusters Score -4356922 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -4357839.000000 Penalty: 5434.783691
	Iteration 4Q: 3 clusters Score -4357839 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -4358882.000000 Penalty: 5434.783691
	Iteration 5Q: 3 clusters Score -4358882 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -4360138.500000 Penalty: 5434.783691
	Iteration 6Q: 3 clusters Score -4360138 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -4361602.000000 Penalty: 5434.783691
	Iteration 7F: 3 clusters Score -4361602 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -4363167.000000 Penalty: 5434.783691
	Iteration 8F: 3 clusters Score -4363167 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -4364911.000000 Penalty: 5434.783691
	Iteration 9F: 3 clusters Score -4364911 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -4366729.000000 Penalty: 5434.783691
	Iteration 10F: 3 clusters Score -4366729 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -4368530.500000 Penalty: 5434.783691
	Iteration 11Q: 3 clusters Score -4368530 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -4370239.500000 Penalty: 5434.783691
	Iteration 12Q: 3 clusters Score -4370240 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 50108 members 
Entering Unmasked Estep 
Score: -4371767.500000 Penalty: 5434.783691
	Iteration 13Q: 3 clusters Score -4371768 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 51892 members 
Entering Unmasked Estep 
Score: -4373140.500000 Penalty: 5434.783691
	Iteration 14Q: 3 clusters Score -4373140 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 53337 members 
Entering Unmasked Estep 
Score: -4374242.500000 Penalty: 5434.783691
	Iteration 15Q: 3 clusters Score -4374242 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 54400 members 
Entering Unmasked Estep 
Score: -4375032.500000 Penalty: 5434.783691
	Iteration 16Q: 3 clusters Score -4375032 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -4375604.000000 Penalty: 5434.783691
	Iteration 17Q: 3 clusters Score -4375604 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 55698 members 
Entering Unmasked Estep 
Score: -4375979.500000 Penalty: 5434.783691
	Iteration 18Q: 3 clusters Score -4375980 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 56057 members 
Entering Unmasked Estep 
Score: -4376231.500000 Penalty: 5434.783691
	Iteration 19Q: 3 clusters Score -4376232 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 56306 members 
Entering Unmasked Estep 
Score: -4376450.500000 Penalty: 5434.783691
	Iteration 20F: 3 clusters Score -4376450 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 56468 members 
Entering Unmasked Estep 
Score: -4376582.500000 Penalty: 5434.783691
	Iteration 21Q: 3 clusters Score -4376582 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 56562 members 
Entering Unmasked Estep 
Score: -4376654.000000 Penalty: 5434.783691
	Iteration 22Q: 3 clusters Score -4376654 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 56629 members 
Entering Unmasked Estep 
Score: -4376698.000000 Penalty: 5434.783691
	Iteration 23Q: 3 clusters Score -4376698 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 56684 members 
Entering Unmasked Estep 
Score: -4376738.500000 Penalty: 5434.783691
	Iteration 24Q: 3 clusters Score -4376738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 56731 members 
Entering Unmasked Estep 
Score: -4376777.000000 Penalty: 5434.783691
	Iteration 25Q: 3 clusters Score -4376777 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 56773 members 
Entering Unmasked Estep 
Score: -4376801.000000 Penalty: 5434.783691
	Iteration 26Q: 3 clusters Score -4376801 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 56797 members 
Entering Unmasked Estep 
Score: -4376824.000000 Penalty: 5434.783691
	Iteration 27Q: 3 clusters Score -4376824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 56819 members 
Entering Unmasked Estep 
Score: -4376842.000000 Penalty: 5434.783691
	Iteration 28Q: 3 clusters Score -4376842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 56833 members 
Entering Unmasked Estep 
Score: -4376853.500000 Penalty: 5434.783691
	Iteration 29Q: 3 clusters Score -4376854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 56847 members 
Entering Unmasked Estep 
Score: -4376863.000000 Penalty: 5434.783691
	Iteration 30Q: 3 clusters Score -4376863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 56854 members 
Entering Unmasked Estep 
Score: -4376864.500000 Penalty: 5434.783691
	Iteration 31Q: 3 clusters Score -4376864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 56857 members 
Entering Unmasked Estep 
Score: -4376877.500000 Penalty: 5434.783691
	Iteration 32Q: 3 clusters Score -4376878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -4376883.000000 Penalty: 5434.783691
	Iteration 33Q: 3 clusters Score -4376883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 56863 members 
Entering Unmasked Estep 
Score: -4376886.000000 Penalty: 5434.783691
	Iteration 34Q: 3 clusters Score -4376886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 56864 members 
Entering Unmasked Estep 
Score: -4376885.500000 Penalty: 5434.783691
	Iteration 35Q: 3 clusters Score -4376886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 56864 members 
Entering Unmasked Estep 
Score: -4376885.500000 Penalty: 5434.783691
	Iteration 36F: 3 clusters Score -4376886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Entering Unmasked Estep 
Score: -324199.406250 Penalty: 2074.686768
	Iteration 0F: 2 clusters Score -324199.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -320098.531250 Penalty: 4149.373535
	Iteration 0F: 3 clusters Score -320098.5 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -321129.343750 Penalty: 4149.373535
	Iteration 1F: 3 clusters Score -321129.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -321375.937500 Penalty: 4149.373535
	Iteration 2F: 3 clusters Score -321375.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -321515.437500 Penalty: 4149.373535
	Iteration 3F: 3 clusters Score -321515.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -321635.531250 Penalty: 4149.373535
	Iteration 4Q: 3 clusters Score -321635.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -321736.281250 Penalty: 4149.373535
	Iteration 5Q: 3 clusters Score -321736.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -321829.968750 Penalty: 4149.373535
	Iteration 6Q: 3 clusters Score -321830 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -321920.531250 Penalty: 4149.373535
	Iteration 7Q: 3 clusters Score -321920.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -322001.687500 Penalty: 4149.373535
	Iteration 8Q: 3 clusters Score -322001.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -322078.375000 Penalty: 4149.373535
	Iteration 9Q: 3 clusters Score -322078.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -322146.156250 Penalty: 4149.373535
	Iteration 10Q: 3 clusters Score -322146.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -322186.000000 Penalty: 4149.373535
	Iteration 11Q: 3 clusters Score -322186 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -322217.125000 Penalty: 4149.373535
	Iteration 12Q: 3 clusters Score -322217.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -322238.593750 Penalty: 4149.373535
	Iteration 13Q: 3 clusters Score -322238.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -322255.562500 Penalty: 4149.373535
	Iteration 14Q: 3 clusters Score -322255.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -322272.187500 Penalty: 4149.373535
	Iteration 15Q: 3 clusters Score -322272.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -322284.187500 Penalty: 4149.373535
	Iteration 16Q: 3 clusters Score -322284.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -322294.031250 Penalty: 4149.373535
	Iteration 17Q: 3 clusters Score -322294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -322307.500000 Penalty: 4149.373535
	Iteration 18Q: 3 clusters Score -322307.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -322318.000000 Penalty: 4149.373535
	Iteration 19Q: 3 clusters Score -322318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -322325.843750 Penalty: 4149.373535
	Iteration 20F: 3 clusters Score -322325.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -322331.750000 Penalty: 4149.373535
	Iteration 21Q: 3 clusters Score -322331.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -322336.281250 Penalty: 4149.373535
	Iteration 22Q: 3 clusters Score -322336.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -322340.687500 Penalty: 4149.373535
	Iteration 23Q: 3 clusters Score -322340.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -322344.375000 Penalty: 4149.373535
	Iteration 24Q: 3 clusters Score -322344.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -322346.812500 Penalty: 4149.373535
	Iteration 25Q: 3 clusters Score -322346.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -322348.562500 Penalty: 4149.373535
	Iteration 26Q: 3 clusters Score -322348.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -322350.687500 Penalty: 4149.373535
	Iteration 27Q: 3 clusters Score -322350.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -322352.343750 Penalty: 4149.373535
	Iteration 28Q: 3 clusters Score -322352.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -322353.468750 Penalty: 4149.373535
	Iteration 29Q: 3 clusters Score -322353.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -322355.500000 Penalty: 4149.373535
	Iteration 30Q: 3 clusters Score -322355.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -322357.812500 Penalty: 4149.373535
	Iteration 31Q: 3 clusters Score -322357.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -322361.625000 Penalty: 4149.373535
	Iteration 32Q: 3 clusters Score -322361.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -322362.593750 Penalty: 4149.373535
	Iteration 33Q: 3 clusters Score -322362.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -322363.625000 Penalty: 4149.373535
	Iteration 34Q: 3 clusters Score -322363.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -322363.937500 Penalty: 4149.373535
	Iteration 35Q: 3 clusters Score -322363.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -322363.937500 Penalty: 4149.373535
	Iteration 36Q: 3 clusters Score -322363.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -322363.937500 Penalty: 4149.373535
	Iteration 37F: 3 clusters Score -322363.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -167318.468750 Penalty: 1931.373657
	Iteration 0F: 2 clusters Score -167318.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -164459.000000 Penalty: 3862.747314
	Iteration 0F: 3 clusters Score -164459 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -165178.156250 Penalty: 3862.747314
	Iteration 1F: 3 clusters Score -165178.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -165502.343750 Penalty: 3862.747314
	Iteration 2F: 3 clusters Score -165502.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -165853.718750 Penalty: 3862.747314
	Iteration 3F: 3 clusters Score -165853.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -166053.171875 Penalty: 3862.747314
	Iteration 4F: 3 clusters Score -166053.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -166157.718750 Penalty: 3862.747314
	Iteration 5Q: 3 clusters Score -166157.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -166255.046875 Penalty: 3862.747314
	Iteration 6Q: 3 clusters Score -166255 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -166330.250000 Penalty: 3862.747314
	Iteration 7Q: 3 clusters Score -166330.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -166392.640625 Penalty: 3862.747314
	Iteration 8Q: 3 clusters Score -166392.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -166444.734375 Penalty: 3862.747314
	Iteration 9Q: 3 clusters Score -166444.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -166485.171875 Penalty: 3862.747314
	Iteration 10Q: 3 clusters Score -166485.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -166509.359375 Penalty: 3862.747314
	Iteration 11Q: 3 clusters Score -166509.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -166523.609375 Penalty: 3862.747314
	Iteration 12Q: 3 clusters Score -166523.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -166528.343750 Penalty: 3862.747314
	Iteration 13Q: 3 clusters Score -166528.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -166534.250000 Penalty: 3862.747314
	Iteration 14Q: 3 clusters Score -166534.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -166537.937500 Penalty: 3862.747314
	Iteration 15Q: 3 clusters Score -166537.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -166543.875000 Penalty: 3862.747314
	Iteration 16Q: 3 clusters Score -166543.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -166552.250000 Penalty: 3862.747314
	Iteration 17Q: 3 clusters Score -166552.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -166558.078125 Penalty: 3862.747314
	Iteration 18Q: 3 clusters Score -166558.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -166563.187500 Penalty: 3862.747314
	Iteration 19Q: 3 clusters Score -166563.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -166565.796875 Penalty: 3862.747314
	Iteration 20F: 3 clusters Score -166565.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -166567.046875 Penalty: 3862.747314
	Iteration 21Q: 3 clusters Score -166567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -166568.015625 Penalty: 3862.747314
	Iteration 22Q: 3 clusters Score -166568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -166568.656250 Penalty: 3862.747314
	Iteration 23Q: 3 clusters Score -166568.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -166571.218750 Penalty: 3862.747314
	Iteration 24Q: 3 clusters Score -166571.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -166571.812500 Penalty: 3862.747314
	Iteration 25Q: 3 clusters Score -166571.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -166571.812500 Penalty: 3862.747314
	Iteration 26F: 3 clusters Score -166571.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Entering Unmasked Estep 
Score: -894975.187500 Penalty: 2324.980713
	Iteration 0F: 2 clusters Score -894975.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -886237.062500 Penalty: 4649.961426
	Iteration 0F: 3 clusters Score -886237.1 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -888878.187500 Penalty: 4649.961426
	Iteration 1F: 3 clusters Score -888878.2 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -889238.812500 Penalty: 4649.961426
	Iteration 2F: 3 clusters Score -889238.8 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -889578.562500 Penalty: 4649.961426
	Iteration 3F: 3 clusters Score -889578.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -889896.000000 Penalty: 4649.961426
	Iteration 4Q: 3 clusters Score -889896 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -890228.750000 Penalty: 4649.961426
	Iteration 5Q: 3 clusters Score -890228.8 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -890609.937500 Penalty: 4649.961426
	Iteration 6F: 3 clusters Score -890609.9 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -891055.000000 Penalty: 4649.961426
	Iteration 7F: 3 clusters Score -891055 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -891496.250000 Penalty: 4649.961426
	Iteration 8F: 3 clusters Score -891496.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -891887.125000 Penalty: 4649.961426
	Iteration 9Q: 3 clusters Score -891887.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -892215.750000 Penalty: 4649.961426
	Iteration 10Q: 3 clusters Score -892215.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -892530.000000 Penalty: 4649.961426
	Iteration 11Q: 3 clusters Score -892530 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -892829.062500 Penalty: 4649.961426
	Iteration 12Q: 3 clusters Score -892829.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -893056.937500 Penalty: 4649.961426
	Iteration 13Q: 3 clusters Score -893056.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -893209.500000 Penalty: 4649.961426
	Iteration 14Q: 3 clusters Score -893209.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -893329.500000 Penalty: 4649.961426
	Iteration 15Q: 3 clusters Score -893329.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -893426.250000 Penalty: 4649.961426
	Iteration 16Q: 3 clusters Score -893426.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -893489.125000 Penalty: 4649.961426
	Iteration 17Q: 3 clusters Score -893489.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -893528.125000 Penalty: 4649.961426
	Iteration 18Q: 3 clusters Score -893528.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -893555.875000 Penalty: 4649.961426
	Iteration 19Q: 3 clusters Score -893555.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -893571.375000 Penalty: 4649.961426
	Iteration 20F: 3 clusters Score -893571.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -893581.062500 Penalty: 4649.961426
	Iteration 21Q: 3 clusters Score -893581.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -893587.875000 Penalty: 4649.961426
	Iteration 22Q: 3 clusters Score -893587.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -893590.375000 Penalty: 4649.961426
	Iteration 23Q: 3 clusters Score -893590.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -893591.500000 Penalty: 4649.961426
	Iteration 24Q: 3 clusters Score -893591.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -893595.125000 Penalty: 4649.961426
	Iteration 25Q: 3 clusters Score -893595.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -893597.000000 Penalty: 4649.961426
	Iteration 26Q: 3 clusters Score -893597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -893597.187500 Penalty: 4649.961426
	Iteration 27Q: 3 clusters Score -893597.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -893597.750000 Penalty: 4649.961426
	Iteration 28Q: 3 clusters Score -893597.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -893598.000000 Penalty: 4649.961426
	Iteration 29Q: 3 clusters Score -893598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -893599.562500 Penalty: 4649.961426
	Iteration 30Q: 3 clusters Score -893599.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -893600.625000 Penalty: 4649.961426
	Iteration 31Q: 3 clusters Score -893600.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -893599.437500 Penalty: 4649.961426
	Iteration 32Q: 3 clusters Score -893599.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -893598.625000 Penalty: 4649.961426
	Iteration 33Q: 3 clusters Score -893598.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -893599.125000 Penalty: 4649.961426
	Iteration 34Q: 3 clusters Score -893599.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -893600.250000 Penalty: 4649.961426
	Iteration 35Q: 3 clusters Score -893600.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -893601.062500 Penalty: 4649.961426
	Iteration 36Q: 3 clusters Score -893601.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -893601.062500 Penalty: 4649.961426
	Iteration 37F: 3 clusters Score -893601.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Entering Unmasked Estep 
Score: -580267.312500 Penalty: 2214.138428
	Iteration 0F: 2 clusters Score -580267.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -574095.937500 Penalty: 4428.276855
	Iteration 0F: 3 clusters Score -574095.9 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -575834.250000 Penalty: 4428.276855
	Iteration 1F: 3 clusters Score -575834.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -576112.812500 Penalty: 4428.276855
	Iteration 2F: 3 clusters Score -576112.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -576328.437500 Penalty: 4428.276855
	Iteration 3F: 3 clusters Score -576328.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -576482.750000 Penalty: 4428.276855
	Iteration 4Q: 3 clusters Score -576482.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -576608.375000 Penalty: 4428.276855
	Iteration 5Q: 3 clusters Score -576608.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -576711.875000 Penalty: 4428.276855
	Iteration 6Q: 3 clusters Score -576711.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -576815.062500 Penalty: 4428.276855
	Iteration 7Q: 3 clusters Score -576815.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -576915.812500 Penalty: 4428.276855
	Iteration 8Q: 3 clusters Score -576915.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -577013.750000 Penalty: 4428.276855
	Iteration 9Q: 3 clusters Score -577013.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -577109.812500 Penalty: 4428.276855
	Iteration 10Q: 3 clusters Score -577109.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -577201.687500 Penalty: 4428.276855
	Iteration 11Q: 3 clusters Score -577201.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -577275.562500 Penalty: 4428.276855
	Iteration 12Q: 3 clusters Score -577275.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -577350.312500 Penalty: 4428.276855
	Iteration 13Q: 3 clusters Score -577350.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -577423.250000 Penalty: 4428.276855
	Iteration 14Q: 3 clusters Score -577423.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -577503.937500 Penalty: 4428.276855
	Iteration 15Q: 3 clusters Score -577503.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -577590.437500 Penalty: 4428.276855
	Iteration 16Q: 3 clusters Score -577590.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -577674.000000 Penalty: 4428.276855
	Iteration 17Q: 3 clusters Score -577674 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -577750.875000 Penalty: 4428.276855
	Iteration 18Q: 3 clusters Score -577750.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -577808.937500 Penalty: 4428.276855
	Iteration 19Q: 3 clusters Score -577808.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -577854.062500 Penalty: 4428.276855
	Iteration 20F: 3 clusters Score -577854.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -577886.187500 Penalty: 4428.276855
	Iteration 21Q: 3 clusters Score -577886.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -577906.500000 Penalty: 4428.276855
	Iteration 22Q: 3 clusters Score -577906.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -577924.125000 Penalty: 4428.276855
	Iteration 23Q: 3 clusters Score -577924.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -577934.875000 Penalty: 4428.276855
	Iteration 24Q: 3 clusters Score -577934.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -577953.437500 Penalty: 4428.276855
	Iteration 25Q: 3 clusters Score -577953.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -577969.062500 Penalty: 4428.276855
	Iteration 26Q: 3 clusters Score -577969.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -577982.500000 Penalty: 4428.276855
	Iteration 27Q: 3 clusters Score -577982.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -577997.500000 Penalty: 4428.276855
	Iteration 28Q: 3 clusters Score -577997.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -578013.375000 Penalty: 4428.276855
	Iteration 29Q: 3 clusters Score -578013.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -578031.812500 Penalty: 4428.276855
	Iteration 30Q: 3 clusters Score -578031.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -578050.250000 Penalty: 4428.276855
	Iteration 31Q: 3 clusters Score -578050.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -578068.375000 Penalty: 4428.276855
	Iteration 32Q: 3 clusters Score -578068.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -578081.250000 Penalty: 4428.276855
	Iteration 33Q: 3 clusters Score -578081.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -578091.250000 Penalty: 4428.276855
	Iteration 34Q: 3 clusters Score -578091.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -578103.562500 Penalty: 4428.276855
	Iteration 35Q: 3 clusters Score -578103.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -578114.937500 Penalty: 4428.276855
	Iteration 36Q: 3 clusters Score -578114.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -578125.062500 Penalty: 4428.276855
	Iteration 37Q: 3 clusters Score -578125.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -578136.750000 Penalty: 4428.276855
	Iteration 38Q: 3 clusters Score -578136.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -578146.312500 Penalty: 4428.276855
	Iteration 39Q: 3 clusters Score -578146.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -578150.437500 Penalty: 4428.276855
	Iteration 40F: 3 clusters Score -578150.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -578155.562500 Penalty: 4428.276855
	Iteration 41Q: 3 clusters Score -578155.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -578158.750000 Penalty: 4428.276855
	Iteration 42Q: 3 clusters Score -578158.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -578159.937500 Penalty: 4428.276855
	Iteration 43Q: 3 clusters Score -578159.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -578162.250000 Penalty: 4428.276855
	Iteration 44Q: 3 clusters Score -578162.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -578163.562500 Penalty: 4428.276855
	Iteration 45Q: 3 clusters Score -578163.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -578166.687500 Penalty: 4428.276855
	Iteration 46Q: 3 clusters Score -578166.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -578170.000000 Penalty: 4428.276855
	Iteration 47Q: 3 clusters Score -578170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -578171.187500 Penalty: 4428.276855
	Iteration 48Q: 3 clusters Score -578171.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -578172.875000 Penalty: 4428.276855
	Iteration 49Q: 3 clusters Score -578172.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -578172.250000 Penalty: 4428.276855
	Iteration 50Q: 3 clusters Score -578172.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -578172.250000 Penalty: 4428.276855
	Iteration 51Q: 3 clusters Score -578172.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -578174.000000 Penalty: 4428.276855
	Iteration 52Q: 3 clusters Score -578174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -578175.250000 Penalty: 4428.276855
	Iteration 53Q: 3 clusters Score -578175.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -578177.687500 Penalty: 4428.276855
	Iteration 54Q: 3 clusters Score -578177.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -578177.000000 Penalty: 4428.276855
	Iteration 55Q: 3 clusters Score -578177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -578178.437500 Penalty: 4428.276855
	Iteration 56Q: 3 clusters Score -578178.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -578178.312500 Penalty: 4428.276855
	Iteration 57Q: 3 clusters Score -578178.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -578178.312500 Penalty: 4428.276855
	Iteration 58F: 3 clusters Score -578178.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (163488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163488 members 
Entering Unmasked Estep 
Score: -12397687.000000 Penalty: 2977.114746
	Iteration 0F: 2 clusters Score -1.239769e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82079 members 
Mstep: Class 2 contains 81409 members 
Entering Unmasked Estep 
Score: -12288132.000000 Penalty: 5954.229492
	Iteration 0F: 3 clusters Score -1.228813e+07 nChanged 78409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85786 members 
Mstep: Class 2 contains 77702 members 
Entering Unmasked Estep 
Score: -12333822.000000 Penalty: 5954.229492
	Iteration 1F: 3 clusters Score -1.233382e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88152 members 
Mstep: Class 2 contains 75336 members 
Entering Unmasked Estep 
Score: -12334947.000000 Penalty: 5954.229492
	Iteration 2Q: 3 clusters Score -1.233495e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91898 members 
Mstep: Class 2 contains 71590 members 
Entering Unmasked Estep 
Score: -12336546.000000 Penalty: 5954.229492
	Iteration 3Q: 3 clusters Score -1.233655e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97537 members 
Mstep: Class 2 contains 65951 members 
Entering Unmasked Estep 
Score: -12339046.000000 Penalty: 5954.229492
	Iteration 4Q: 3 clusters Score -1.233905e+07 nChanged 8990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106129 members 
Mstep: Class 2 contains 57359 members 
Entering Unmasked Estep 
Score: -12343980.000000 Penalty: 5954.229492
	Iteration 5F: 3 clusters Score -1.234398e+07 nChanged 12286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118285 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -12353058.000000 Penalty: 5954.229492
	Iteration 6F: 3 clusters Score -1.235306e+07 nChanged 15219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133454 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -12366866.000000 Penalty: 5954.229492
	Iteration 7F: 3 clusters Score -1.236687e+07 nChanged 14271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147695 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -12381248.000000 Penalty: 5954.229492
	Iteration 8F: 3 clusters Score -1.238125e+07 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156526 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -12390137.000000 Penalty: 5954.229492
	Iteration 9F: 3 clusters Score -1.239014e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160026 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -12393605.000000 Penalty: 5954.229492
	Iteration 10Q: 3 clusters Score -1.23936e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161184 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -12394740.000000 Penalty: 5954.229492
	Iteration 11Q: 3 clusters Score -1.239474e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161638 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -12395132.000000 Penalty: 5954.229492
	Iteration 12Q: 3 clusters Score -1.239513e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161862 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -12395302.000000 Penalty: 5954.229492
	Iteration 13Q: 3 clusters Score -1.23953e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161972 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -12395399.000000 Penalty: 5954.229492
	Iteration 14Q: 3 clusters Score -1.23954e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162055 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -12395477.000000 Penalty: 5954.229492
	Iteration 15Q: 3 clusters Score -1.239548e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162107 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -12395520.000000 Penalty: 5954.229492
	Iteration 16Q: 3 clusters Score -1.239552e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162137 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -12395538.000000 Penalty: 5954.229492
	Iteration 17Q: 3 clusters Score -1.239554e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162168 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -12395567.000000 Penalty: 5954.229492
	Iteration 18Q: 3 clusters Score -1.239557e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162190 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -12395579.000000 Penalty: 5954.229492
	Iteration 19Q: 3 clusters Score -1.239558e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162208 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -12395604.000000 Penalty: 5954.229492
	Iteration 20F: 3 clusters Score -1.23956e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162225 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -12395584.000000 Penalty: 5954.229492
	Iteration 21Q: 3 clusters Score -1.239558e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162236 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -12395595.000000 Penalty: 5954.229492
	Iteration 22Q: 3 clusters Score -1.23956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162244 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -12395602.000000 Penalty: 5954.229492
	Iteration 23Q: 3 clusters Score -1.23956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162251 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -12395596.000000 Penalty: 5954.229492
	Iteration 24Q: 3 clusters Score -1.23956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162253 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -12395598.000000 Penalty: 5954.229492
	Iteration 25Q: 3 clusters Score -1.23956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162257 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -12395614.000000 Penalty: 5954.229492
	Iteration 26Q: 3 clusters Score -1.239561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162260 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -12395623.000000 Penalty: 5954.229492
	Iteration 27Q: 3 clusters Score -1.239562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162263 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -12395624.000000 Penalty: 5954.229492
	Iteration 28Q: 3 clusters Score -1.239562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162266 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -12395620.000000 Penalty: 5954.229492
	Iteration 29Q: 3 clusters Score -1.239562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162272 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -12395621.000000 Penalty: 5954.229492
	Iteration 30Q: 3 clusters Score -1.239562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162275 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -12395636.000000 Penalty: 5954.229492
	Iteration 31Q: 3 clusters Score -1.239564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162277 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -12395633.000000 Penalty: 5954.229492
	Iteration 32Q: 3 clusters Score -1.239563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162279 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -12395635.000000 Penalty: 5954.229492
	Iteration 33Q: 3 clusters Score -1.239564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162282 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -12395630.000000 Penalty: 5954.229492
	Iteration 34Q: 3 clusters Score -1.239563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162283 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -12395630.000000 Penalty: 5954.229492
	Iteration 35Q: 3 clusters Score -1.239563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162289 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -12395638.000000 Penalty: 5954.229492
	Iteration 36Q: 3 clusters Score -1.239564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162290 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -12395639.000000 Penalty: 5954.229492
	Iteration 37Q: 3 clusters Score -1.239564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162291 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -12395648.000000 Penalty: 5954.229492
	Iteration 38Q: 3 clusters Score -1.239565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162292 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -12395642.000000 Penalty: 5954.229492
	Iteration 39Q: 3 clusters Score -1.239564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162292 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -12395642.000000 Penalty: 5954.229492
	Iteration 40F: 3 clusters Score -1.239564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Entering Unmasked Estep 
Score: -212658.781250 Penalty: 2000.341553
	Iteration 0F: 2 clusters Score -212658.8 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 1612 members 
Entering Unmasked Estep 
Score: -209271.468750 Penalty: 4000.683105
	Iteration 0F: 3 clusters Score -209271.5 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -209982.421875 Penalty: 4000.683105
	Iteration 1F: 3 clusters Score -209982.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -210210.078125 Penalty: 4000.683105
	Iteration 2F: 3 clusters Score -210210.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -210330.703125 Penalty: 4000.683105
	Iteration 3F: 3 clusters Score -210330.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -210422.109375 Penalty: 4000.683105
	Iteration 4Q: 3 clusters Score -210422.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -210507.453125 Penalty: 4000.683105
	Iteration 5Q: 3 clusters Score -210507.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -210582.859375 Penalty: 4000.683105
	Iteration 6Q: 3 clusters Score -210582.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -210649.703125 Penalty: 4000.683105
	Iteration 7Q: 3 clusters Score -210649.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -210713.171875 Penalty: 4000.683105
	Iteration 8Q: 3 clusters Score -210713.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -210768.343750 Penalty: 4000.683105
	Iteration 9Q: 3 clusters Score -210768.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -210824.671875 Penalty: 4000.683105
	Iteration 10Q: 3 clusters Score -210824.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -210876.203125 Penalty: 4000.683105
	Iteration 11Q: 3 clusters Score -210876.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -210926.984375 Penalty: 4000.683105
	Iteration 12Q: 3 clusters Score -210927 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -210968.984375 Penalty: 4000.683105
	Iteration 13Q: 3 clusters Score -210969 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -211009.437500 Penalty: 4000.683105
	Iteration 14Q: 3 clusters Score -211009.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -211049.875000 Penalty: 4000.683105
	Iteration 15Q: 3 clusters Score -211049.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -211082.328125 Penalty: 4000.683105
	Iteration 16Q: 3 clusters Score -211082.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -211105.968750 Penalty: 4000.683105
	Iteration 17Q: 3 clusters Score -211106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -211122.109375 Penalty: 4000.683105
	Iteration 18Q: 3 clusters Score -211122.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -211132.625000 Penalty: 4000.683105
	Iteration 19Q: 3 clusters Score -211132.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -211142.500000 Penalty: 4000.683105
	Iteration 20F: 3 clusters Score -211142.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -211150.062500 Penalty: 4000.683105
	Iteration 21Q: 3 clusters Score -211150.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -211158.640625 Penalty: 4000.683105
	Iteration 22Q: 3 clusters Score -211158.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -211166.593750 Penalty: 4000.683105
	Iteration 23Q: 3 clusters Score -211166.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -211173.781250 Penalty: 4000.683105
	Iteration 24Q: 3 clusters Score -211173.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -211177.968750 Penalty: 4000.683105
	Iteration 25Q: 3 clusters Score -211178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -211180.703125 Penalty: 4000.683105
	Iteration 26Q: 3 clusters Score -211180.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -211183.703125 Penalty: 4000.683105
	Iteration 27Q: 3 clusters Score -211183.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -211188.750000 Penalty: 4000.683105
	Iteration 28Q: 3 clusters Score -211188.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -211193.031250 Penalty: 4000.683105
	Iteration 29Q: 3 clusters Score -211193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -211197.531250 Penalty: 4000.683105
	Iteration 30Q: 3 clusters Score -211197.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -211202.687500 Penalty: 4000.683105
	Iteration 31Q: 3 clusters Score -211202.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -211205.812500 Penalty: 4000.683105
	Iteration 32Q: 3 clusters Score -211205.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -211207.625000 Penalty: 4000.683105
	Iteration 33Q: 3 clusters Score -211207.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -211210.437500 Penalty: 4000.683105
	Iteration 34Q: 3 clusters Score -211210.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -211212.812500 Penalty: 4000.683105
	Iteration 35Q: 3 clusters Score -211212.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -211214.218750 Penalty: 4000.683105
	Iteration 36Q: 3 clusters Score -211214.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -211215.078125 Penalty: 4000.683105
	Iteration 37Q: 3 clusters Score -211215.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -211215.859375 Penalty: 4000.683105
	Iteration 38Q: 3 clusters Score -211215.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -211217.421875 Penalty: 4000.683105
	Iteration 39Q: 3 clusters Score -211217.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -211220.656250 Penalty: 4000.683105
	Iteration 40F: 3 clusters Score -211220.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -211222.937500 Penalty: 4000.683105
	Iteration 41Q: 3 clusters Score -211222.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -211223.296875 Penalty: 4000.683105
	Iteration 42Q: 3 clusters Score -211223.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -211223.296875 Penalty: 4000.683105
	Iteration 43F: 3 clusters Score -211223.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -338253.750000 Penalty: 2104.300781
	Iteration 0F: 2 clusters Score -338253.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -333796.187500 Penalty: 4208.601562
	Iteration 0F: 3 clusters Score -333796.2 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -334917.250000 Penalty: 4208.601562
	Iteration 1F: 3 clusters Score -334917.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -335161.281250 Penalty: 4208.601562
	Iteration 2F: 3 clusters Score -335161.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -335330.375000 Penalty: 4208.601562
	Iteration 3F: 3 clusters Score -335330.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -335491.812500 Penalty: 4208.601562
	Iteration 4Q: 3 clusters Score -335491.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -335663.562500 Penalty: 4208.601562
	Iteration 5Q: 3 clusters Score -335663.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -335811.906250 Penalty: 4208.601562
	Iteration 6Q: 3 clusters Score -335811.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -335934.312500 Penalty: 4208.601562
	Iteration 7Q: 3 clusters Score -335934.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -336051.062500 Penalty: 4208.601562
	Iteration 8Q: 3 clusters Score -336051.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -336150.687500 Penalty: 4208.601562
	Iteration 9Q: 3 clusters Score -336150.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -336218.781250 Penalty: 4208.601562
	Iteration 10Q: 3 clusters Score -336218.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -336273.468750 Penalty: 4208.601562
	Iteration 11Q: 3 clusters Score -336273.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -336305.125000 Penalty: 4208.601562
	Iteration 12Q: 3 clusters Score -336305.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -336333.468750 Penalty: 4208.601562
	Iteration 13Q: 3 clusters Score -336333.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -336371.843750 Penalty: 4208.601562
	Iteration 14Q: 3 clusters Score -336371.8 nChanged 67
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: -336408.593750 Penalty: 4208.601562
	Iteration 15Q: 3 clusters Score -336408.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -336448.875000 Penalty: 4208.601562
	Iteration 16Q: 3 clusters Score -336448.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -336476.656250 Penalty: 4208.601562
	Iteration 17Q: 3 clusters Score -336476.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -336492.500000 Penalty: 4208.601562
	Iteration 18Q: 3 clusters Score -336492.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -336506.187500 Penalty: 4208.601562
	Iteration 19Q: 3 clusters Score -336506.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -336522.531250 Penalty: 4208.601562
	Iteration 20F: 3 clusters Score -336522.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -336534.156250 Penalty: 4208.601562
	Iteration 21Q: 3 clusters Score -336534.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -336539.656250 Penalty: 4208.601562
	Iteration 22Q: 3 clusters Score -336539.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -336545.750000 Penalty: 4208.601562
	Iteration 23Q: 3 clusters Score -336545.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -336548.187500 Penalty: 4208.601562
	Iteration 24Q: 3 clusters Score -336548.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -336550.500000 Penalty: 4208.601562
	Iteration 25Q: 3 clusters Score -336550.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -336554.468750 Penalty: 4208.601562
	Iteration 26Q: 3 clusters Score -336554.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -336557.750000 Penalty: 4208.601562
	Iteration 27Q: 3 clusters Score -336557.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -336560.437500 Penalty: 4208.601562
	Iteration 28Q: 3 clusters Score -336560.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -336563.031250 Penalty: 4208.601562
	Iteration 29Q: 3 clusters Score -336563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -336563.625000 Penalty: 4208.601562
	Iteration 30Q: 3 clusters Score -336563.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -336566.156250 Penalty: 4208.601562
	Iteration 31Q: 3 clusters Score -336566.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -336566.031250 Penalty: 4208.601562
	Iteration 32Q: 3 clusters Score -336566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -336566.718750 Penalty: 4208.601562
	Iteration 33Q: 3 clusters Score -336566.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -336568.187500 Penalty: 4208.601562
	Iteration 34Q: 3 clusters Score -336568.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -336568.781250 Penalty: 4208.601562
	Iteration 35Q: 3 clusters Score -336568.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -336569.125000 Penalty: 4208.601562
	Iteration 36Q: 3 clusters Score -336569.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -336569.125000 Penalty: 4208.601562
	Iteration 37F: 3 clusters Score -336569.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Entering Unmasked Estep 
Score: -86838.851562 Penalty: 1771.421265
	Iteration 0F: 2 clusters Score -86838.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -84703.507812 Penalty: 3542.842529
	Iteration 0F: 3 clusters Score -84703.51 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -85030.804688 Penalty: 3542.842529
	Iteration 1F: 3 clusters Score -85030.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -85112.289062 Penalty: 3542.842529
	Iteration 2F: 3 clusters Score -85112.29 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -85172.140625 Penalty: 3542.842529
	Iteration 3Q: 3 clusters Score -85172.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -85203.062500 Penalty: 3542.842529
	Iteration 4Q: 3 clusters Score -85203.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -85222.843750 Penalty: 3542.842529
	Iteration 5Q: 3 clusters Score -85222.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -85239.179688 Penalty: 3542.842529
	Iteration 6Q: 3 clusters Score -85239.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -85252.828125 Penalty: 3542.842529
	Iteration 7Q: 3 clusters Score -85252.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -85266.453125 Penalty: 3542.842529
	Iteration 8Q: 3 clusters Score -85266.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -85276.109375 Penalty: 3542.842529
	Iteration 9Q: 3 clusters Score -85276.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -85284.281250 Penalty: 3542.842529
	Iteration 10Q: 3 clusters Score -85284.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -85297.148438 Penalty: 3542.842529
	Iteration 11Q: 3 clusters Score -85297.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -85304.742188 Penalty: 3542.842529
	Iteration 12Q: 3 clusters Score -85304.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -85313.054688 Penalty: 3542.842529
	Iteration 13Q: 3 clusters Score -85313.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -85323.523438 Penalty: 3542.842529
	Iteration 14Q: 3 clusters Score -85323.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -85330.710938 Penalty: 3542.842529
	Iteration 15Q: 3 clusters Score -85330.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -85333.570312 Penalty: 3542.842529
	Iteration 16Q: 3 clusters Score -85333.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -85333.570312 Penalty: 3542.842529
	Iteration 17F: 3 clusters Score -85333.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (93496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93496 members 
Entering Unmasked Estep 
Score: -7110908.500000 Penalty: 2838.527100
	Iteration 0F: 2 clusters Score -7110908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -7048460.500000 Penalty: 5677.054199
	Iteration 0F: 3 clusters Score -7048460 nChanged 44090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -7073827.500000 Penalty: 5677.054199
	Iteration 1F: 3 clusters Score -7073828 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -7074666.000000 Penalty: 5677.054199
	Iteration 2Q: 3 clusters Score -7074666 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -7075636.000000 Penalty: 5677.054199
	Iteration 3Q: 3 clusters Score -7075636 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -7076968.000000 Penalty: 5677.054199
	Iteration 4Q: 3 clusters Score -7076968 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54954 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -7078744.500000 Penalty: 5677.054199
	Iteration 5Q: 3 clusters Score -7078744 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59096 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -7081443.500000 Penalty: 5677.054199
	Iteration 6F: 3 clusters Score -7081444 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64467 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -7085342.000000 Penalty: 5677.054199
	Iteration 7F: 3 clusters Score -7085342 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70699 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -7090346.500000 Penalty: 5677.054199
	Iteration 8F: 3 clusters Score -7090346 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76933 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -7095890.500000 Penalty: 5677.054199
	Iteration 9F: 3 clusters Score -7095890 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82135 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -7100663.000000 Penalty: 5677.054199
	Iteration 10F: 3 clusters Score -7100663 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85892 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -7103950.000000 Penalty: 5677.054199
	Iteration 11Q: 3 clusters Score -7103950 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88218 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -7105911.000000 Penalty: 5677.054199
	Iteration 12Q: 3 clusters Score -7105911 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89607 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -7107050.000000 Penalty: 5677.054199
	Iteration 13Q: 3 clusters Score -7107050 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90459 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -7107704.500000 Penalty: 5677.054199
	Iteration 14Q: 3 clusters Score -7107704 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91000 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -7108109.500000 Penalty: 5677.054199
	Iteration 15Q: 3 clusters Score -7108110 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91352 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -7108350.000000 Penalty: 5677.054199
	Iteration 16Q: 3 clusters Score -7108350 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91586 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -7108467.500000 Penalty: 5677.054199
	Iteration 17Q: 3 clusters Score -7108468 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91767 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -7108572.000000 Penalty: 5677.054199
	Iteration 18Q: 3 clusters Score -7108572 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91880 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -7108617.000000 Penalty: 5677.054199
	Iteration 19Q: 3 clusters Score -7108617 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91971 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -7108674.000000 Penalty: 5677.054199
	Iteration 20F: 3 clusters Score -7108674 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92053 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -7108699.000000 Penalty: 5677.054199
	Iteration 21Q: 3 clusters Score -7108699 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92112 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -7108719.000000 Penalty: 5677.054199
	Iteration 22Q: 3 clusters Score -7108719 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92151 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -7108725.500000 Penalty: 5677.054199
	Iteration 23Q: 3 clusters Score -7108726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92179 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -7108744.000000 Penalty: 5677.054199
	Iteration 24Q: 3 clusters Score -7108744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92196 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7108746.500000 Penalty: 5677.054199
	Iteration 25Q: 3 clusters Score -7108746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92215 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -7108755.500000 Penalty: 5677.054199
	Iteration 26Q: 3 clusters Score -7108756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7108759.000000 Penalty: 5677.054199
	Iteration 27Q: 3 clusters Score -7108759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92247 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7108768.500000 Penalty: 5677.054199
	Iteration 28Q: 3 clusters Score -7108768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92259 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7108765.500000 Penalty: 5677.054199
	Iteration 29Q: 3 clusters Score -7108766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92272 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7108770.000000 Penalty: 5677.054199
	Iteration 30Q: 3 clusters Score -7108770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92280 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -7108778.500000 Penalty: 5677.054199
	Iteration 31Q: 3 clusters Score -7108778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92281 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -7108775.500000 Penalty: 5677.054199
	Iteration 32Q: 3 clusters Score -7108776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92282 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -7108780.500000 Penalty: 5677.054199
	Iteration 33Q: 3 clusters Score -7108780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92283 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7108779.500000 Penalty: 5677.054199
	Iteration 34Q: 3 clusters Score -7108780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92284 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7108783.000000 Penalty: 5677.054199
	Iteration 35Q: 3 clusters Score -7108783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92284 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7108783.000000 Penalty: 5677.054199
	Iteration 36F: 3 clusters Score -7108783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Entering Unmasked Estep 
Score: -775490.312500 Penalty: 2298.989258
	Iteration 0F: 2 clusters Score -775490.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -767457.312500 Penalty: 4597.978516
	Iteration 0F: 3 clusters Score -767457.3 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -770265.125000 Penalty: 4597.978516
	Iteration 1F: 3 clusters Score -770265.1 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -771966.625000 Penalty: 4597.978516
	Iteration 2F: 3 clusters Score -771966.6 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -773452.625000 Penalty: 4597.978516
	Iteration 3F: 3 clusters Score -773452.6 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -774631.000000 Penalty: 4597.978516
	Iteration 4F: 3 clusters Score -774631 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -775469.250000 Penalty: 4597.978516
	Iteration 5F: 3 clusters Score -775469.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -776020.062500 Penalty: 4597.978516
	Iteration 6F: 3 clusters Score -776020.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -776428.562500 Penalty: 4597.978516
	Iteration 7Q: 3 clusters Score -776428.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -776728.250000 Penalty: 4597.978516
	Iteration 8Q: 3 clusters Score -776728.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -776931.687500 Penalty: 4597.978516
	Iteration 9Q: 3 clusters Score -776931.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -777102.687500 Penalty: 4597.978516
	Iteration 10Q: 3 clusters Score -777102.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -777250.187500 Penalty: 4597.978516
	Iteration 11Q: 3 clusters Score -777250.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -777350.250000 Penalty: 4597.978516
	Iteration 12Q: 3 clusters Score -777350.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -777395.812500 Penalty: 4597.978516
	Iteration 13Q: 3 clusters Score -777395.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -777432.750000 Penalty: 4597.978516
	Iteration 14Q: 3 clusters Score -777432.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -777448.875000 Penalty: 4597.978516
	Iteration 15Q: 3 clusters Score -777448.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -777455.187500 Penalty: 4597.978516
	Iteration 16Q: 3 clusters Score -777455.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -777457.625000 Penalty: 4597.978516
	Iteration 17Q: 3 clusters Score -777457.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -777464.812500 Penalty: 4597.978516
	Iteration 18Q: 3 clusters Score -777464.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -777472.062500 Penalty: 4597.978516
	Iteration 19Q: 3 clusters Score -777472.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -777480.437500 Penalty: 4597.978516
	Iteration 20F: 3 clusters Score -777480.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -777485.625000 Penalty: 4597.978516
	Iteration 21Q: 3 clusters Score -777485.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -777485.750000 Penalty: 4597.978516
	Iteration 22Q: 3 clusters Score -777485.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -777485.750000 Penalty: 4597.978516
	Iteration 23F: 3 clusters Score -777485.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5244 members 
Mstep: Class 4 contains 26680 members 
Mstep: Class 5 contains 1453 members 
Mstep: Class 6 contains 229201 members 
Mstep: Class 7 contains 186956 members 
Mstep: Class 8 contains 207059 members 
Mstep: Class 9 contains 4475 members 
Mstep: Class 10 contains 36089 members 
Mstep: Class 11 contains 2928 members 
Mstep: Class 12 contains 14165 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 57367 members 
Mstep: Class 15 contains 4297 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 11789 members 
Mstep: Class 18 contains 7540 members 
Mstep: Class 19 contains 163488 members 
Mstep: Class 20 contains 3184 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 93496 members 
Mstep: Class 24 contains 9857 members 
Mstep: Class 25 contains 2648 members 
Mstep: Class 26 contains 4919 members 
Mstep: Class 27 contains 18634 members 
Mstep: Class 28 contains 2512 members 
Mstep: Class 29 contains 5677 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 34478 members 
Mstep: Class 32 contains 3862 members 
Mstep: Class 33 contains 4354 members 
Mstep: Class 34 contains 10216 members 
Mstep: Class 35 contains 2517 members 
Mstep: Class 36 contains 11143 members 
Mstep: Class 37 contains 6489 members 
Mstep: Class 38 contains 14384 members 
Mstep: Class 39 contains 2360 members 
Mstep: Class 40 contains 35709 members 
Mstep: Class 41 contains 1256 members 
Mstep: Class 42 contains 134452 members 
Mstep: Class 43 contains 4616 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3201 members 
Mstep: Class 46 contains 1948 members 
Mstep: Class 47 contains 2262 members 
Mstep: Class 48 contains 3468 members 
Mstep: Class 49 contains 759 members 
Entering Unmasked Estep 
Score: -102302776.000000 Penalty: 172113.140625
Splitting cluster 24 changes total score from -102302224.000000 to -102302776.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 25 (2648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Entering Unmasked Estep 
Score: -174873.421875 Penalty: 1954.626831
	Iteration 0F: 2 clusters Score -174873.4 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 1308 members 
Entering Unmasked Estep 
Score: -171810.703125 Penalty: 3909.253662
	Iteration 0F: 3 clusters Score -171810.7 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -172521.109375 Penalty: 3909.253662
	Iteration 1F: 3 clusters Score -172521.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -172790.796875 Penalty: 3909.253662
	Iteration 2F: 3 clusters Score -172790.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -172924.781250 Penalty: 3909.253662
	Iteration 3F: 3 clusters Score -172924.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -173027.640625 Penalty: 3909.253662
	Iteration 4Q: 3 clusters Score -173027.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -173085.296875 Penalty: 3909.253662
	Iteration 5Q: 3 clusters Score -173085.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -173130.718750 Penalty: 3909.253662
	Iteration 6Q: 3 clusters Score -173130.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -173158.453125 Penalty: 3909.253662
	Iteration 7Q: 3 clusters Score -173158.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -173179.281250 Penalty: 3909.253662
	Iteration 8Q: 3 clusters Score -173179.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -173188.546875 Penalty: 3909.253662
	Iteration 9Q: 3 clusters Score -173188.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -173199.109375 Penalty: 3909.253662
	Iteration 10Q: 3 clusters Score -173199.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -173208.187500 Penalty: 3909.253662
	Iteration 11Q: 3 clusters Score -173208.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -173217.765625 Penalty: 3909.253662
	Iteration 12Q: 3 clusters Score -173217.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -173224.468750 Penalty: 3909.253662
	Iteration 13Q: 3 clusters Score -173224.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -173233.390625 Penalty: 3909.253662
	Iteration 14Q: 3 clusters Score -173233.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -173245.468750 Penalty: 3909.253662
	Iteration 15Q: 3 clusters Score -173245.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -173253.343750 Penalty: 3909.253662
	Iteration 16Q: 3 clusters Score -173253.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -173261.734375 Penalty: 3909.253662
	Iteration 17Q: 3 clusters Score -173261.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -173278.000000 Penalty: 3909.253662
	Iteration 18Q: 3 clusters Score -173278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -173294.171875 Penalty: 3909.253662
	Iteration 19Q: 3 clusters Score -173294.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -173302.062500 Penalty: 3909.253662
	Iteration 20F: 3 clusters Score -173302.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -173321.937500 Penalty: 3909.253662
	Iteration 21Q: 3 clusters Score -173321.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -173341.140625 Penalty: 3909.253662
	Iteration 22Q: 3 clusters Score -173341.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -173361.968750 Penalty: 3909.253662
	Iteration 23Q: 3 clusters Score -173362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -173400.000000 Penalty: 3909.253662
	Iteration 24Q: 3 clusters Score -173400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -173435.671875 Penalty: 3909.253662
	Iteration 25Q: 3 clusters Score -173435.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -173457.781250 Penalty: 3909.253662
	Iteration 26Q: 3 clusters Score -173457.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -173476.234375 Penalty: 3909.253662
	Iteration 27Q: 3 clusters Score -173476.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -173494.953125 Penalty: 3909.253662
	Iteration 28Q: 3 clusters Score -173495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -173508.609375 Penalty: 3909.253662
	Iteration 29Q: 3 clusters Score -173508.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -173523.609375 Penalty: 3909.253662
	Iteration 30Q: 3 clusters Score -173523.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -173532.390625 Penalty: 3909.253662
	Iteration 31Q: 3 clusters Score -173532.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -173544.390625 Penalty: 3909.253662
	Iteration 32Q: 3 clusters Score -173544.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -173555.734375 Penalty: 3909.253662
	Iteration 33Q: 3 clusters Score -173555.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -173570.796875 Penalty: 3909.253662
	Iteration 34Q: 3 clusters Score -173570.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -173586.656250 Penalty: 3909.253662
	Iteration 35Q: 3 clusters Score -173586.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -173599.828125 Penalty: 3909.253662
	Iteration 36Q: 3 clusters Score -173599.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -173614.109375 Penalty: 3909.253662
	Iteration 37Q: 3 clusters Score -173614.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -173624.390625 Penalty: 3909.253662
	Iteration 38Q: 3 clusters Score -173624.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -173635.265625 Penalty: 3909.253662
	Iteration 39Q: 3 clusters Score -173635.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -173654.578125 Penalty: 3909.253662
	Iteration 40F: 3 clusters Score -173654.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -173673.875000 Penalty: 3909.253662
	Iteration 41Q: 3 clusters Score -173673.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -173697.171875 Penalty: 3909.253662
	Iteration 42Q: 3 clusters Score -173697.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -173724.031250 Penalty: 3909.253662
	Iteration 43Q: 3 clusters Score -173724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -173754.421875 Penalty: 3909.253662
	Iteration 44Q: 3 clusters Score -173754.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -173795.140625 Penalty: 3909.253662
	Iteration 45Q: 3 clusters Score -173795.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -173833.125000 Penalty: 3909.253662
	Iteration 46Q: 3 clusters Score -173833.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -173871.171875 Penalty: 3909.253662
	Iteration 47Q: 3 clusters Score -173871.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -173905.328125 Penalty: 3909.253662
	Iteration 48Q: 3 clusters Score -173905.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -173939.296875 Penalty: 3909.253662
	Iteration 49Q: 3 clusters Score -173939.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -173975.937500 Penalty: 3909.253662
	Iteration 50Q: 3 clusters Score -173975.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -174017.546875 Penalty: 3909.253662
	Iteration 51Q: 3 clusters Score -174017.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -174057.687500 Penalty: 3909.253662
	Iteration 52Q: 3 clusters Score -174057.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -174090.328125 Penalty: 3909.253662
	Iteration 53Q: 3 clusters Score -174090.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -174108.312500 Penalty: 3909.253662
	Iteration 54Q: 3 clusters Score -174108.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -174119.562500 Penalty: 3909.253662
	Iteration 55Q: 3 clusters Score -174119.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -174130.078125 Penalty: 3909.253662
	Iteration 56Q: 3 clusters Score -174130.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -174137.078125 Penalty: 3909.253662
	Iteration 57Q: 3 clusters Score -174137.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -174143.062500 Penalty: 3909.253662
	Iteration 58Q: 3 clusters Score -174143.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -174145.593750 Penalty: 3909.253662
	Iteration 59Q: 3 clusters Score -174145.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -174149.562500 Penalty: 3909.253662
	Iteration 60F: 3 clusters Score -174149.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -174152.265625 Penalty: 3909.253662
	Iteration 61Q: 3 clusters Score -174152.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -174155.062500 Penalty: 3909.253662
	Iteration 62Q: 3 clusters Score -174155.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -174155.765625 Penalty: 3909.253662
	Iteration 63Q: 3 clusters Score -174155.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -174156.234375 Penalty: 3909.253662
	Iteration 64Q: 3 clusters Score -174156.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -174156.234375 Penalty: 3909.253662
	Iteration 65F: 3 clusters Score -174156.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Entering Unmasked Estep 
Score: -365991.031250 Penalty: 2108.213379
	Iteration 0F: 2 clusters Score -365991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -361483.500000 Penalty: 4216.426758
	Iteration 0F: 3 clusters Score -361483.5 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -362555.406250 Penalty: 4216.426758
	Iteration 1F: 3 clusters Score -362555.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -362768.968750 Penalty: 4216.426758
	Iteration 2F: 3 clusters Score -362769 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -362908.625000 Penalty: 4216.426758
	Iteration 3Q: 3 clusters Score -362908.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -363013.562500 Penalty: 4216.426758
	Iteration 4Q: 3 clusters Score -363013.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -363092.125000 Penalty: 4216.426758
	Iteration 5Q: 3 clusters Score -363092.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -363150.250000 Penalty: 4216.426758
	Iteration 6Q: 3 clusters Score -363150.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -363202.250000 Penalty: 4216.426758
	Iteration 7Q: 3 clusters Score -363202.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -363245.531250 Penalty: 4216.426758
	Iteration 8Q: 3 clusters Score -363245.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -363287.687500 Penalty: 4216.426758
	Iteration 9Q: 3 clusters Score -363287.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -363334.718750 Penalty: 4216.426758
	Iteration 10Q: 3 clusters Score -363334.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -363388.500000 Penalty: 4216.426758
	Iteration 11Q: 3 clusters Score -363388.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -363443.875000 Penalty: 4216.426758
	Iteration 12Q: 3 clusters Score -363443.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -363495.625000 Penalty: 4216.426758
	Iteration 13Q: 3 clusters Score -363495.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -363538.968750 Penalty: 4216.426758
	Iteration 14Q: 3 clusters Score -363539 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -363579.000000 Penalty: 4216.426758
	Iteration 15Q: 3 clusters Score -363579 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -363620.812500 Penalty: 4216.426758
	Iteration 16Q: 3 clusters Score -363620.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -363662.687500 Penalty: 4216.426758
	Iteration 17Q: 3 clusters Score -363662.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -363692.281250 Penalty: 4216.426758
	Iteration 18Q: 3 clusters Score -363692.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -363729.343750 Penalty: 4216.426758
	Iteration 19Q: 3 clusters Score -363729.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -363768.718750 Penalty: 4216.426758
	Iteration 20F: 3 clusters Score -363768.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -363815.968750 Penalty: 4216.426758
	Iteration 21Q: 3 clusters Score -363816 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -363873.250000 Penalty: 4216.426758
	Iteration 22Q: 3 clusters Score -363873.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -363906.437500 Penalty: 4216.426758
	Iteration 23Q: 3 clusters Score -363906.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -363934.218750 Penalty: 4216.426758
	Iteration 24Q: 3 clusters Score -363934.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -363962.031250 Penalty: 4216.426758
	Iteration 25Q: 3 clusters Score -363962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -363985.093750 Penalty: 4216.426758
	Iteration 26Q: 3 clusters Score -363985.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -364011.125000 Penalty: 4216.426758
	Iteration 27Q: 3 clusters Score -364011.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -364032.187500 Penalty: 4216.426758
	Iteration 28Q: 3 clusters Score -364032.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -364052.718750 Penalty: 4216.426758
	Iteration 29Q: 3 clusters Score -364052.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -364068.937500 Penalty: 4216.426758
	Iteration 30Q: 3 clusters Score -364068.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -364081.062500 Penalty: 4216.426758
	Iteration 31Q: 3 clusters Score -364081.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -364087.000000 Penalty: 4216.426758
	Iteration 32Q: 3 clusters Score -364087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -364095.562500 Penalty: 4216.426758
	Iteration 33Q: 3 clusters Score -364095.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -364106.593750 Penalty: 4216.426758
	Iteration 34Q: 3 clusters Score -364106.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -364114.500000 Penalty: 4216.426758
	Iteration 35Q: 3 clusters Score -364114.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -364119.406250 Penalty: 4216.426758
	Iteration 36Q: 3 clusters Score -364119.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -364123.937500 Penalty: 4216.426758
	Iteration 37Q: 3 clusters Score -364123.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -364134.000000 Penalty: 4216.426758
	Iteration 38Q: 3 clusters Score -364134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -364139.906250 Penalty: 4216.426758
	Iteration 39Q: 3 clusters Score -364139.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -364145.718750 Penalty: 4216.426758
	Iteration 40F: 3 clusters Score -364145.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -364155.468750 Penalty: 4216.426758
	Iteration 41Q: 3 clusters Score -364155.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -364163.406250 Penalty: 4216.426758
	Iteration 42Q: 3 clusters Score -364163.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -364167.031250 Penalty: 4216.426758
	Iteration 43Q: 3 clusters Score -364167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -364170.812500 Penalty: 4216.426758
	Iteration 44Q: 3 clusters Score -364170.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -364177.187500 Penalty: 4216.426758
	Iteration 45Q: 3 clusters Score -364177.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -364182.343750 Penalty: 4216.426758
	Iteration 46Q: 3 clusters Score -364182.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -364186.812500 Penalty: 4216.426758
	Iteration 47Q: 3 clusters Score -364186.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -364190.281250 Penalty: 4216.426758
	Iteration 48Q: 3 clusters Score -364190.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -364192.843750 Penalty: 4216.426758
	Iteration 49Q: 3 clusters Score -364192.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -364196.343750 Penalty: 4216.426758
	Iteration 50Q: 3 clusters Score -364196.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -364201.343750 Penalty: 4216.426758
	Iteration 51Q: 3 clusters Score -364201.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -364203.000000 Penalty: 4216.426758
	Iteration 52Q: 3 clusters Score -364203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -364204.093750 Penalty: 4216.426758
	Iteration 53Q: 3 clusters Score -364204.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -364204.093750 Penalty: 4216.426758
	Iteration 54F: 3 clusters Score -364204.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (18634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Entering Unmasked Estep 
Score: -1226431.375000 Penalty: 2438.520264
	Iteration 0F: 2 clusters Score -1226431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1213081.000000 Penalty: 4877.040527
	Iteration 0F: 3 clusters Score -1213081 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1217804.250000 Penalty: 4877.040527
	Iteration 1F: 3 clusters Score -1217804 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1218362.500000 Penalty: 4877.040527
	Iteration 2F: 3 clusters Score -1218362 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1218959.125000 Penalty: 4877.040527
	Iteration 3F: 3 clusters Score -1218959 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1219590.250000 Penalty: 4877.040527
	Iteration 4F: 3 clusters Score -1219590 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1220227.375000 Penalty: 4877.040527
	Iteration 5F: 3 clusters Score -1220227 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1220815.250000 Penalty: 4877.040527
	Iteration 6F: 3 clusters Score -1220815 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1221295.750000 Penalty: 4877.040527
	Iteration 7Q: 3 clusters Score -1221296 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1221678.125000 Penalty: 4877.040527
	Iteration 8Q: 3 clusters Score -1221678 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1221937.375000 Penalty: 4877.040527
	Iteration 9Q: 3 clusters Score -1221937 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1222110.375000 Penalty: 4877.040527
	Iteration 10Q: 3 clusters Score -1222110 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1222223.250000 Penalty: 4877.040527
	Iteration 11Q: 3 clusters Score -1222223 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1222309.875000 Penalty: 4877.040527
	Iteration 12Q: 3 clusters Score -1222310 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1222377.000000 Penalty: 4877.040527
	Iteration 13Q: 3 clusters Score -1222377 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1222430.875000 Penalty: 4877.040527
	Iteration 14Q: 3 clusters Score -1222431 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1222481.250000 Penalty: 4877.040527
	Iteration 15Q: 3 clusters Score -1222481 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1222537.000000 Penalty: 4877.040527
	Iteration 16Q: 3 clusters Score -1222537 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1222590.500000 Penalty: 4877.040527
	Iteration 17Q: 3 clusters Score -1222590 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1222647.625000 Penalty: 4877.040527
	Iteration 18Q: 3 clusters Score -1222648 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1222699.125000 Penalty: 4877.040527
	Iteration 19Q: 3 clusters Score -1222699 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1222754.625000 Penalty: 4877.040527
	Iteration 20F: 3 clusters Score -1222755 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1222812.375000 Penalty: 4877.040527
	Iteration 21Q: 3 clusters Score -1222812 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1222879.000000 Penalty: 4877.040527
	Iteration 22Q: 3 clusters Score -1222879 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1222953.750000 Penalty: 4877.040527
	Iteration 23Q: 3 clusters Score -1222954 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1223026.625000 Penalty: 4877.040527
	Iteration 24Q: 3 clusters Score -1223027 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1223100.500000 Penalty: 4877.040527
	Iteration 25Q: 3 clusters Score -1223100 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1223196.125000 Penalty: 4877.040527
	Iteration 26Q: 3 clusters Score -1223196 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1223297.375000 Penalty: 4877.040527
	Iteration 27Q: 3 clusters Score -1223297 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1223407.625000 Penalty: 4877.040527
	Iteration 28Q: 3 clusters Score -1223408 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1223512.000000 Penalty: 4877.040527
	Iteration 29Q: 3 clusters Score -1223512 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1223603.250000 Penalty: 4877.040527
	Iteration 30Q: 3 clusters Score -1223603 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1223693.500000 Penalty: 4877.040527
	Iteration 31Q: 3 clusters Score -1223694 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1223788.125000 Penalty: 4877.040527
	Iteration 32Q: 3 clusters Score -1223788 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1223886.000000 Penalty: 4877.040527
	Iteration 33Q: 3 clusters Score -1223886 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1223985.750000 Penalty: 4877.040527
	Iteration 34Q: 3 clusters Score -1223986 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1224066.875000 Penalty: 4877.040527
	Iteration 35Q: 3 clusters Score -1224067 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1224141.625000 Penalty: 4877.040527
	Iteration 36Q: 3 clusters Score -1224142 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1224205.500000 Penalty: 4877.040527
	Iteration 37Q: 3 clusters Score -1224206 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1224261.125000 Penalty: 4877.040527
	Iteration 38Q: 3 clusters Score -1224261 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1224320.750000 Penalty: 4877.040527
	Iteration 39Q: 3 clusters Score -1224321 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1224387.750000 Penalty: 4877.040527
	Iteration 40F: 3 clusters Score -1224388 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1224456.125000 Penalty: 4877.040527
	Iteration 41Q: 3 clusters Score -1224456 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1224517.125000 Penalty: 4877.040527
	Iteration 42Q: 3 clusters Score -1224517 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1224572.750000 Penalty: 4877.040527
	Iteration 43Q: 3 clusters Score -1224573 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1224623.125000 Penalty: 4877.040527
	Iteration 44Q: 3 clusters Score -1224623 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1224670.125000 Penalty: 4877.040527
	Iteration 45Q: 3 clusters Score -1224670 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1224717.250000 Penalty: 4877.040527
	Iteration 46Q: 3 clusters Score -1224717 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1224761.750000 Penalty: 4877.040527
	Iteration 47Q: 3 clusters Score -1224762 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1224799.875000 Penalty: 4877.040527
	Iteration 48Q: 3 clusters Score -1224800 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1224823.000000 Penalty: 4877.040527
	Iteration 49Q: 3 clusters Score -1224823 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1224846.000000 Penalty: 4877.040527
	Iteration 50Q: 3 clusters Score -1224846 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1224866.750000 Penalty: 4877.040527
	Iteration 51Q: 3 clusters Score -1224867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1224880.125000 Penalty: 4877.040527
	Iteration 52Q: 3 clusters Score -1224880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1224897.000000 Penalty: 4877.040527
	Iteration 53Q: 3 clusters Score -1224897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1224909.125000 Penalty: 4877.040527
	Iteration 54Q: 3 clusters Score -1224909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1224923.375000 Penalty: 4877.040527
	Iteration 55Q: 3 clusters Score -1224923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1224934.750000 Penalty: 4877.040527
	Iteration 56Q: 3 clusters Score -1224935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1224944.125000 Penalty: 4877.040527
	Iteration 57Q: 3 clusters Score -1224944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1224954.125000 Penalty: 4877.040527
	Iteration 58Q: 3 clusters Score -1224954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1224960.125000 Penalty: 4877.040527
	Iteration 59Q: 3 clusters Score -1224960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1224965.125000 Penalty: 4877.040527
	Iteration 60F: 3 clusters Score -1224965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1224972.000000 Penalty: 4877.040527
	Iteration 61Q: 3 clusters Score -1224972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1224985.750000 Penalty: 4877.040527
	Iteration 62Q: 3 clusters Score -1224986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1225005.875000 Penalty: 4877.040527
	Iteration 63Q: 3 clusters Score -1225006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1225019.250000 Penalty: 4877.040527
	Iteration 64Q: 3 clusters Score -1225019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1225027.250000 Penalty: 4877.040527
	Iteration 65Q: 3 clusters Score -1225027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1225036.500000 Penalty: 4877.040527
	Iteration 66Q: 3 clusters Score -1225036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1225040.000000 Penalty: 4877.040527
	Iteration 67Q: 3 clusters Score -1225040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1225041.500000 Penalty: 4877.040527
	Iteration 68Q: 3 clusters Score -1225042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1225044.000000 Penalty: 4877.040527
	Iteration 69Q: 3 clusters Score -1225044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1225044.250000 Penalty: 4877.040527
	Iteration 70Q: 3 clusters Score -1225044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1225044.250000 Penalty: 4877.040527
	Iteration 71F: 3 clusters Score -1225044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Entering Unmasked Estep 
Score: -179106.890625 Penalty: 1941.551025
	Iteration 0F: 2 clusters Score -179106.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -176118.468750 Penalty: 3883.102051
	Iteration 0F: 3 clusters Score -176118.5 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -176704.093750 Penalty: 3883.102051
	Iteration 1F: 3 clusters Score -176704.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -176872.296875 Penalty: 3883.102051
	Iteration 2F: 3 clusters Score -176872.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -176986.296875 Penalty: 3883.102051
	Iteration 3F: 3 clusters Score -176986.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -177065.937500 Penalty: 3883.102051
	Iteration 4Q: 3 clusters Score -177065.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -177120.109375 Penalty: 3883.102051
	Iteration 5Q: 3 clusters Score -177120.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -177164.343750 Penalty: 3883.102051
	Iteration 6Q: 3 clusters Score -177164.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -177203.546875 Penalty: 3883.102051
	Iteration 7Q: 3 clusters Score -177203.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -177264.296875 Penalty: 3883.102051
	Iteration 8Q: 3 clusters Score -177264.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -177320.484375 Penalty: 3883.102051
	Iteration 9Q: 3 clusters Score -177320.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -177365.328125 Penalty: 3883.102051
	Iteration 10Q: 3 clusters Score -177365.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -177408.781250 Penalty: 3883.102051
	Iteration 11Q: 3 clusters Score -177408.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -177452.906250 Penalty: 3883.102051
	Iteration 12Q: 3 clusters Score -177452.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -177494.328125 Penalty: 3883.102051
	Iteration 13Q: 3 clusters Score -177494.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -177531.484375 Penalty: 3883.102051
	Iteration 14Q: 3 clusters Score -177531.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -177561.562500 Penalty: 3883.102051
	Iteration 15Q: 3 clusters Score -177561.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -177591.140625 Penalty: 3883.102051
	Iteration 16Q: 3 clusters Score -177591.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -177615.984375 Penalty: 3883.102051
	Iteration 17Q: 3 clusters Score -177616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -177636.093750 Penalty: 3883.102051
	Iteration 18Q: 3 clusters Score -177636.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -177649.171875 Penalty: 3883.102051
	Iteration 19Q: 3 clusters Score -177649.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -177659.593750 Penalty: 3883.102051
	Iteration 20F: 3 clusters Score -177659.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -177669.609375 Penalty: 3883.102051
	Iteration 21Q: 3 clusters Score -177669.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -177677.859375 Penalty: 3883.102051
	Iteration 22Q: 3 clusters Score -177677.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -177685.890625 Penalty: 3883.102051
	Iteration 23Q: 3 clusters Score -177685.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -177690.359375 Penalty: 3883.102051
	Iteration 24Q: 3 clusters Score -177690.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -177692.531250 Penalty: 3883.102051
	Iteration 25Q: 3 clusters Score -177692.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -177695.562500 Penalty: 3883.102051
	Iteration 26Q: 3 clusters Score -177695.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -177698.171875 Penalty: 3883.102051
	Iteration 27Q: 3 clusters Score -177698.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -177701.656250 Penalty: 3883.102051
	Iteration 28Q: 3 clusters Score -177701.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -177705.625000 Penalty: 3883.102051
	Iteration 29Q: 3 clusters Score -177705.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -177711.062500 Penalty: 3883.102051
	Iteration 30Q: 3 clusters Score -177711.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -177716.140625 Penalty: 3883.102051
	Iteration 31Q: 3 clusters Score -177716.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -177719.531250 Penalty: 3883.102051
	Iteration 32Q: 3 clusters Score -177719.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -177720.734375 Penalty: 3883.102051
	Iteration 33Q: 3 clusters Score -177720.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -177724.109375 Penalty: 3883.102051
	Iteration 34Q: 3 clusters Score -177724.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -177725.718750 Penalty: 3883.102051
	Iteration 35Q: 3 clusters Score -177725.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -177726.078125 Penalty: 3883.102051
	Iteration 36Q: 3 clusters Score -177726.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -177728.234375 Penalty: 3883.102051
	Iteration 37Q: 3 clusters Score -177728.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -177729.312500 Penalty: 3883.102051
	Iteration 38Q: 3 clusters Score -177729.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -177729.968750 Penalty: 3883.102051
	Iteration 39Q: 3 clusters Score -177730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -177729.968750 Penalty: 3883.102051
	Iteration 40F: 3 clusters Score -177730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Entering Unmasked Estep 
Score: -423983.281250 Penalty: 2143.756348
	Iteration 0F: 2 clusters Score -423983.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -419040.750000 Penalty: 4287.512695
	Iteration 0F: 3 clusters Score -419040.8 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -420212.281250 Penalty: 4287.512695
	Iteration 1F: 3 clusters Score -420212.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -420412.093750 Penalty: 4287.512695
	Iteration 2F: 3 clusters Score -420412.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -420525.656250 Penalty: 4287.512695
	Iteration 3Q: 3 clusters Score -420525.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -420610.437500 Penalty: 4287.512695
	Iteration 4Q: 3 clusters Score -420610.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -420675.562500 Penalty: 4287.512695
	Iteration 5Q: 3 clusters Score -420675.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -420727.500000 Penalty: 4287.512695
	Iteration 6Q: 3 clusters Score -420727.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -420768.343750 Penalty: 4287.512695
	Iteration 7Q: 3 clusters Score -420768.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -420798.062500 Penalty: 4287.512695
	Iteration 8Q: 3 clusters Score -420798.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -420821.531250 Penalty: 4287.512695
	Iteration 9Q: 3 clusters Score -420821.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -420844.812500 Penalty: 4287.512695
	Iteration 10Q: 3 clusters Score -420844.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -420860.875000 Penalty: 4287.512695
	Iteration 11Q: 3 clusters Score -420860.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -420872.656250 Penalty: 4287.512695
	Iteration 12Q: 3 clusters Score -420872.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -420881.843750 Penalty: 4287.512695
	Iteration 13Q: 3 clusters Score -420881.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -420891.937500 Penalty: 4287.512695
	Iteration 14Q: 3 clusters Score -420891.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -420902.468750 Penalty: 4287.512695
	Iteration 15Q: 3 clusters Score -420902.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -420913.687500 Penalty: 4287.512695
	Iteration 16Q: 3 clusters Score -420913.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -420924.781250 Penalty: 4287.512695
	Iteration 17Q: 3 clusters Score -420924.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -420936.625000 Penalty: 4287.512695
	Iteration 18Q: 3 clusters Score -420936.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -420949.875000 Penalty: 4287.512695
	Iteration 19Q: 3 clusters Score -420949.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -420962.875000 Penalty: 4287.512695
	Iteration 20F: 3 clusters Score -420962.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -420973.125000 Penalty: 4287.512695
	Iteration 21Q: 3 clusters Score -420973.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -420984.625000 Penalty: 4287.512695
	Iteration 22Q: 3 clusters Score -420984.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -421000.312500 Penalty: 4287.512695
	Iteration 23Q: 3 clusters Score -421000.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -421015.625000 Penalty: 4287.512695
	Iteration 24Q: 3 clusters Score -421015.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -421029.187500 Penalty: 4287.512695
	Iteration 25Q: 3 clusters Score -421029.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -421043.718750 Penalty: 4287.512695
	Iteration 26Q: 3 clusters Score -421043.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -421055.437500 Penalty: 4287.512695
	Iteration 27Q: 3 clusters Score -421055.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -421064.750000 Penalty: 4287.512695
	Iteration 28Q: 3 clusters Score -421064.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -421073.093750 Penalty: 4287.512695
	Iteration 29Q: 3 clusters Score -421073.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -421081.937500 Penalty: 4287.512695
	Iteration 30Q: 3 clusters Score -421081.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -421088.843750 Penalty: 4287.512695
	Iteration 31Q: 3 clusters Score -421088.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -421098.750000 Penalty: 4287.512695
	Iteration 32Q: 3 clusters Score -421098.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -421110.625000 Penalty: 4287.512695
	Iteration 33Q: 3 clusters Score -421110.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -421122.250000 Penalty: 4287.512695
	Iteration 34Q: 3 clusters Score -421122.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -421134.656250 Penalty: 4287.512695
	Iteration 35Q: 3 clusters Score -421134.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -421143.781250 Penalty: 4287.512695
	Iteration 36Q: 3 clusters Score -421143.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -421152.718750 Penalty: 4287.512695
	Iteration 37Q: 3 clusters Score -421152.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -421164.781250 Penalty: 4287.512695
	Iteration 38Q: 3 clusters Score -421164.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -421178.062500 Penalty: 4287.512695
	Iteration 39Q: 3 clusters Score -421178.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -421190.781250 Penalty: 4287.512695
	Iteration 40F: 3 clusters Score -421190.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -421209.562500 Penalty: 4287.512695
	Iteration 41Q: 3 clusters Score -421209.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -421233.187500 Penalty: 4287.512695
	Iteration 42Q: 3 clusters Score -421233.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -421260.218750 Penalty: 4287.512695
	Iteration 43Q: 3 clusters Score -421260.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -421291.875000 Penalty: 4287.512695
	Iteration 44Q: 3 clusters Score -421291.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -421336.562500 Penalty: 4287.512695
	Iteration 45Q: 3 clusters Score -421336.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -421380.843750 Penalty: 4287.512695
	Iteration 46Q: 3 clusters Score -421380.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -421424.656250 Penalty: 4287.512695
	Iteration 47Q: 3 clusters Score -421424.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -421468.281250 Penalty: 4287.512695
	Iteration 48Q: 3 clusters Score -421468.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -421505.687500 Penalty: 4287.512695
	Iteration 49Q: 3 clusters Score -421505.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -421536.343750 Penalty: 4287.512695
	Iteration 50Q: 3 clusters Score -421536.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -421566.437500 Penalty: 4287.512695
	Iteration 51Q: 3 clusters Score -421566.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -421587.906250 Penalty: 4287.512695
	Iteration 52Q: 3 clusters Score -421587.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -421607.500000 Penalty: 4287.512695
	Iteration 53Q: 3 clusters Score -421607.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -421624.875000 Penalty: 4287.512695
	Iteration 54Q: 3 clusters Score -421624.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -421641.968750 Penalty: 4287.512695
	Iteration 55Q: 3 clusters Score -421642 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -421659.156250 Penalty: 4287.512695
	Iteration 56Q: 3 clusters Score -421659.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -421671.031250 Penalty: 4287.512695
	Iteration 57Q: 3 clusters Score -421671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -421679.593750 Penalty: 4287.512695
	Iteration 58Q: 3 clusters Score -421679.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -421689.125000 Penalty: 4287.512695
	Iteration 59Q: 3 clusters Score -421689.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -421697.218750 Penalty: 4287.512695
	Iteration 60F: 3 clusters Score -421697.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -421704.406250 Penalty: 4287.512695
	Iteration 61Q: 3 clusters Score -421704.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -421711.875000 Penalty: 4287.512695
	Iteration 62Q: 3 clusters Score -421711.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -421715.000000 Penalty: 4287.512695
	Iteration 63Q: 3 clusters Score -421715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -421721.500000 Penalty: 4287.512695
	Iteration 64Q: 3 clusters Score -421721.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -421726.187500 Penalty: 4287.512695
	Iteration 65Q: 3 clusters Score -421726.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -421728.687500 Penalty: 4287.512695
	Iteration 66Q: 3 clusters Score -421728.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -421733.593750 Penalty: 4287.512695
	Iteration 67Q: 3 clusters Score -421733.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -421739.093750 Penalty: 4287.512695
	Iteration 68Q: 3 clusters Score -421739.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -421741.593750 Penalty: 4287.512695
	Iteration 69Q: 3 clusters Score -421741.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -421744.031250 Penalty: 4287.512695
	Iteration 70Q: 3 clusters Score -421744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -421746.031250 Penalty: 4287.512695
	Iteration 71Q: 3 clusters Score -421746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -421749.156250 Penalty: 4287.512695
	Iteration 72Q: 3 clusters Score -421749.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -421752.218750 Penalty: 4287.512695
	Iteration 73Q: 3 clusters Score -421752.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -421755.968750 Penalty: 4287.512695
	Iteration 74Q: 3 clusters Score -421756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -421756.750000 Penalty: 4287.512695
	Iteration 75Q: 3 clusters Score -421756.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -421760.437500 Penalty: 4287.512695
	Iteration 76Q: 3 clusters Score -421760.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -421761.875000 Penalty: 4287.512695
	Iteration 77Q: 3 clusters Score -421761.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -421764.343750 Penalty: 4287.512695
	Iteration 78Q: 3 clusters Score -421764.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -421767.281250 Penalty: 4287.512695
	Iteration 79Q: 3 clusters Score -421767.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -421769.906250 Penalty: 4287.512695
	Iteration 80F: 3 clusters Score -421769.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -421772.093750 Penalty: 4287.512695
	Iteration 81Q: 3 clusters Score -421772.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -421773.656250 Penalty: 4287.512695
	Iteration 82Q: 3 clusters Score -421773.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -421774.593750 Penalty: 4287.512695
	Iteration 83Q: 3 clusters Score -421774.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -421775.531250 Penalty: 4287.512695
	Iteration 84Q: 3 clusters Score -421775.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -421776.375000 Penalty: 4287.512695
	Iteration 85Q: 3 clusters Score -421776.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -421775.937500 Penalty: 4287.512695
	Iteration 86Q: 3 clusters Score -421775.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -421776.750000 Penalty: 4287.512695
	Iteration 87Q: 3 clusters Score -421776.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -421776.750000 Penalty: 4287.512695
	Iteration 88F: 3 clusters Score -421776.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Entering Unmasked Estep 
Score: -102532.960938 Penalty: 1809.678589
	Iteration 0F: 2 clusters Score -102533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -100286.484375 Penalty: 3619.357178
	Iteration 0F: 3 clusters Score -100286.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -100635.007812 Penalty: 3619.357178
	Iteration 1F: 3 clusters Score -100635 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -100737.335938 Penalty: 3619.357178
	Iteration 2F: 3 clusters Score -100737.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -100793.335938 Penalty: 3619.357178
	Iteration 3Q: 3 clusters Score -100793.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -100820.429688 Penalty: 3619.357178
	Iteration 4Q: 3 clusters Score -100820.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -100838.500000 Penalty: 3619.357178
	Iteration 5Q: 3 clusters Score -100838.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -100852.976562 Penalty: 3619.357178
	Iteration 6Q: 3 clusters Score -100853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -100862.296875 Penalty: 3619.357178
	Iteration 7Q: 3 clusters Score -100862.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -100867.312500 Penalty: 3619.357178
	Iteration 8Q: 3 clusters Score -100867.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -100874.953125 Penalty: 3619.357178
	Iteration 9Q: 3 clusters Score -100875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -100887.187500 Penalty: 3619.357178
	Iteration 10Q: 3 clusters Score -100887.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -100897.257812 Penalty: 3619.357178
	Iteration 11Q: 3 clusters Score -100897.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -100904.117188 Penalty: 3619.357178
	Iteration 12Q: 3 clusters Score -100904.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -100908.335938 Penalty: 3619.357178
	Iteration 13Q: 3 clusters Score -100908.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -100913.132812 Penalty: 3619.357178
	Iteration 14Q: 3 clusters Score -100913.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -100921.593750 Penalty: 3619.357178
	Iteration 15Q: 3 clusters Score -100921.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -100927.726562 Penalty: 3619.357178
	Iteration 16Q: 3 clusters Score -100927.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -100932.226562 Penalty: 3619.357178
	Iteration 17Q: 3 clusters Score -100932.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -100935.953125 Penalty: 3619.357178
	Iteration 18Q: 3 clusters Score -100936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -100938.101562 Penalty: 3619.357178
	Iteration 19Q: 3 clusters Score -100938.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -100943.718750 Penalty: 3619.357178
	Iteration 20F: 3 clusters Score -100943.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -100947.796875 Penalty: 3619.357178
	Iteration 21Q: 3 clusters Score -100947.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -100950.195312 Penalty: 3619.357178
	Iteration 22Q: 3 clusters Score -100950.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -100951.132812 Penalty: 3619.357178
	Iteration 23Q: 3 clusters Score -100951.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -100951.460938 Penalty: 3619.357178
	Iteration 24Q: 3 clusters Score -100951.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -100951.460938 Penalty: 3619.357178
	Iteration 25F: 3 clusters Score -100951.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (34478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Entering Unmasked Estep 
Score: -2596990.250000 Penalty: 2591.122803
	Iteration 0F: 2 clusters Score -2596990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2573328.000000 Penalty: 5182.245605
	Iteration 0F: 3 clusters Score -2573328 nChanged 15795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2582001.250000 Penalty: 5182.245605
	Iteration 1F: 3 clusters Score -2582001 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2582511.750000 Penalty: 5182.245605
	Iteration 2Q: 3 clusters Score -2582512 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2582944.000000 Penalty: 5182.245605
	Iteration 3Q: 3 clusters Score -2582944 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2583443.250000 Penalty: 5182.245605
	Iteration 4Q: 3 clusters Score -2583443 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2584068.750000 Penalty: 5182.245605
	Iteration 5Q: 3 clusters Score -2584069 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2584959.250000 Penalty: 5182.245605
	Iteration 6Q: 3 clusters Score -2584959 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2586049.000000 Penalty: 5182.245605
	Iteration 7F: 3 clusters Score -2586049 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2587258.250000 Penalty: 5182.245605
	Iteration 8F: 3 clusters Score -2587258 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2588538.250000 Penalty: 5182.245605
	Iteration 9F: 3 clusters Score -2588538 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2589739.750000 Penalty: 5182.245605
	Iteration 10F: 3 clusters Score -2589740 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2590653.250000 Penalty: 5182.245605
	Iteration 11Q: 3 clusters Score -2590653 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2591320.250000 Penalty: 5182.245605
	Iteration 12Q: 3 clusters Score -2591320 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2591792.250000 Penalty: 5182.245605
	Iteration 13Q: 3 clusters Score -2591792 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2592195.250000 Penalty: 5182.245605
	Iteration 14Q: 3 clusters Score -2592195 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2592537.750000 Penalty: 5182.245605
	Iteration 15Q: 3 clusters Score -2592538 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2592809.250000 Penalty: 5182.245605
	Iteration 16Q: 3 clusters Score -2592809 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2593036.000000 Penalty: 5182.245605
	Iteration 17Q: 3 clusters Score -2593036 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2593215.000000 Penalty: 5182.245605
	Iteration 18Q: 3 clusters Score -2593215 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2593324.000000 Penalty: 5182.245605
	Iteration 19Q: 3 clusters Score -2593324 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2593412.750000 Penalty: 5182.245605
	Iteration 20F: 3 clusters Score -2593413 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2593490.750000 Penalty: 5182.245605
	Iteration 21Q: 3 clusters Score -2593491 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2593575.750000 Penalty: 5182.245605
	Iteration 22Q: 3 clusters Score -2593576 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -2593647.000000 Penalty: 5182.245605
	Iteration 23Q: 3 clusters Score -2593647 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2593719.250000 Penalty: 5182.245605
	Iteration 24Q: 3 clusters Score -2593719 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2593790.500000 Penalty: 5182.245605
	Iteration 25Q: 3 clusters Score -2593790 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2593866.000000 Penalty: 5182.245605
	Iteration 26Q: 3 clusters Score -2593866 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2593915.000000 Penalty: 5182.245605
	Iteration 27Q: 3 clusters Score -2593915 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2593960.750000 Penalty: 5182.245605
	Iteration 28Q: 3 clusters Score -2593961 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2594010.750000 Penalty: 5182.245605
	Iteration 29Q: 3 clusters Score -2594011 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2594067.500000 Penalty: 5182.245605
	Iteration 30Q: 3 clusters Score -2594068 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2594128.000000 Penalty: 5182.245605
	Iteration 31Q: 3 clusters Score -2594128 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2594179.000000 Penalty: 5182.245605
	Iteration 32Q: 3 clusters Score -2594179 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2594216.000000 Penalty: 5182.245605
	Iteration 33Q: 3 clusters Score -2594216 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2594254.250000 Penalty: 5182.245605
	Iteration 34Q: 3 clusters Score -2594254 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2594288.500000 Penalty: 5182.245605
	Iteration 35Q: 3 clusters Score -2594288 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2594323.000000 Penalty: 5182.245605
	Iteration 36Q: 3 clusters Score -2594323 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2594347.500000 Penalty: 5182.245605
	Iteration 37Q: 3 clusters Score -2594348 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2594367.750000 Penalty: 5182.245605
	Iteration 38Q: 3 clusters Score -2594368 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2594408.500000 Penalty: 5182.245605
	Iteration 39Q: 3 clusters Score -2594408 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2594435.250000 Penalty: 5182.245605
	Iteration 40F: 3 clusters Score -2594435 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2594458.250000 Penalty: 5182.245605
	Iteration 41Q: 3 clusters Score -2594458 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2594475.750000 Penalty: 5182.245605
	Iteration 42Q: 3 clusters Score -2594476 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2594494.000000 Penalty: 5182.245605
	Iteration 43Q: 3 clusters Score -2594494 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2594505.000000 Penalty: 5182.245605
	Iteration 44Q: 3 clusters Score -2594505 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2594514.500000 Penalty: 5182.245605
	Iteration 45Q: 3 clusters Score -2594514 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2594530.250000 Penalty: 5182.245605
	Iteration 46Q: 3 clusters Score -2594530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2594539.000000 Penalty: 5182.245605
	Iteration 47Q: 3 clusters Score -2594539 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2594556.000000 Penalty: 5182.245605
	Iteration 48Q: 3 clusters Score -2594556 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2594580.750000 Penalty: 5182.245605
	Iteration 49Q: 3 clusters Score -2594581 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2594598.250000 Penalty: 5182.245605
	Iteration 50Q: 3 clusters Score -2594598 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2594607.500000 Penalty: 5182.245605
	Iteration 51Q: 3 clusters Score -2594608 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2594625.500000 Penalty: 5182.245605
	Iteration 52Q: 3 clusters Score -2594626 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2594639.250000 Penalty: 5182.245605
	Iteration 53Q: 3 clusters Score -2594639 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2594651.500000 Penalty: 5182.245605
	Iteration 54Q: 3 clusters Score -2594652 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2594666.000000 Penalty: 5182.245605
	Iteration 55Q: 3 clusters Score -2594666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2594666.000000 Penalty: 5182.245605
	Iteration 56Q: 3 clusters Score -2594666 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2594682.250000 Penalty: 5182.245605
	Iteration 57Q: 3 clusters Score -2594682 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2594695.250000 Penalty: 5182.245605
	Iteration 58Q: 3 clusters Score -2594695 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2594726.750000 Penalty: 5182.245605
	Iteration 59Q: 3 clusters Score -2594727 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2594740.750000 Penalty: 5182.245605
	Iteration 60F: 3 clusters Score -2594741 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2594754.000000 Penalty: 5182.245605
	Iteration 61Q: 3 clusters Score -2594754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2594762.000000 Penalty: 5182.245605
	Iteration 62Q: 3 clusters Score -2594762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2594771.250000 Penalty: 5182.245605
	Iteration 63Q: 3 clusters Score -2594771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2594783.500000 Penalty: 5182.245605
	Iteration 64Q: 3 clusters Score -2594784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2594790.000000 Penalty: 5182.245605
	Iteration 65Q: 3 clusters Score -2594790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2594791.500000 Penalty: 5182.245605
	Iteration 66Q: 3 clusters Score -2594792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2594795.750000 Penalty: 5182.245605
	Iteration 67Q: 3 clusters Score -2594796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2594804.500000 Penalty: 5182.245605
	Iteration 68Q: 3 clusters Score -2594804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2594803.000000 Penalty: 5182.245605
	Iteration 69Q: 3 clusters Score -2594803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2594805.500000 Penalty: 5182.245605
	Iteration 70Q: 3 clusters Score -2594806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2594803.500000 Penalty: 5182.245605
	Iteration 71Q: 3 clusters Score -2594804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2594806.750000 Penalty: 5182.245605
	Iteration 72Q: 3 clusters Score -2594807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2594804.750000 Penalty: 5182.245605
	Iteration 73Q: 3 clusters Score -2594805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2594808.750000 Penalty: 5182.245605
	Iteration 74Q: 3 clusters Score -2594809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2594811.500000 Penalty: 5182.245605
	Iteration 75Q: 3 clusters Score -2594812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2594813.500000 Penalty: 5182.245605
	Iteration 76Q: 3 clusters Score -2594814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2594815.500000 Penalty: 5182.245605
	Iteration 77Q: 3 clusters Score -2594816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2594814.500000 Penalty: 5182.245605
	Iteration 78Q: 3 clusters Score -2594814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2594812.500000 Penalty: 5182.245605
	Iteration 79Q: 3 clusters Score -2594812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2594813.250000 Penalty: 5182.245605
	Iteration 80F: 3 clusters Score -2594813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2594820.250000 Penalty: 5182.245605
	Iteration 81Q: 3 clusters Score -2594820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2594824.250000 Penalty: 5182.245605
	Iteration 82Q: 3 clusters Score -2594824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2594826.250000 Penalty: 5182.245605
	Iteration 83Q: 3 clusters Score -2594826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2594835.500000 Penalty: 5182.245605
	Iteration 84Q: 3 clusters Score -2594836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2594839.000000 Penalty: 5182.245605
	Iteration 85Q: 3 clusters Score -2594839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2594837.000000 Penalty: 5182.245605
	Iteration 86Q: 3 clusters Score -2594837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2594839.000000 Penalty: 5182.245605
	Iteration 87Q: 3 clusters Score -2594839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2594844.750000 Penalty: 5182.245605
	Iteration 88Q: 3 clusters Score -2594845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2594839.000000 Penalty: 5182.245605
	Iteration 89Q: 3 clusters Score -2594839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2594845.750000 Penalty: 5182.245605
	Iteration 90Q: 3 clusters Score -2594846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2594847.500000 Penalty: 5182.245605
	Iteration 91Q: 3 clusters Score -2594848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2594854.750000 Penalty: 5182.245605
	Iteration 92Q: 3 clusters Score -2594855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2594852.750000 Penalty: 5182.245605
	Iteration 93Q: 3 clusters Score -2594853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2594855.750000 Penalty: 5182.245605
	Iteration 94Q: 3 clusters Score -2594856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2594856.750000 Penalty: 5182.245605
	Iteration 95Q: 3 clusters Score -2594857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2594861.750000 Penalty: 5182.245605
	Iteration 96Q: 3 clusters Score -2594862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2594863.500000 Penalty: 5182.245605
	Iteration 97Q: 3 clusters Score -2594864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2594863.750000 Penalty: 5182.245605
	Iteration 98Q: 3 clusters Score -2594864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2594865.250000 Penalty: 5182.245605
	Iteration 99Q: 3 clusters Score -2594865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2594864.250000 Penalty: 5182.245605
	Iteration 100F: 3 clusters Score -2594864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2594865.250000 Penalty: 5182.245605
	Iteration 101Q: 3 clusters Score -2594865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2594869.000000 Penalty: 5182.245605
	Iteration 102Q: 3 clusters Score -2594869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2594867.250000 Penalty: 5182.245605
	Iteration 103Q: 3 clusters Score -2594867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2594867.250000 Penalty: 5182.245605
	Iteration 104F: 3 clusters Score -2594867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Entering Unmasked Estep 
Score: -235563.375000 Penalty: 2048.217285
	Iteration 0F: 2 clusters Score -235563.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -231794.640625 Penalty: 4096.434570
	Iteration 0F: 3 clusters Score -231794.6 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -232936.328125 Penalty: 4096.434570
	Iteration 1F: 3 clusters Score -232936.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -233544.156250 Penalty: 4096.434570
	Iteration 2F: 3 clusters Score -233544.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -233831.078125 Penalty: 4096.434570
	Iteration 3F: 3 clusters Score -233831.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -234029.703125 Penalty: 4096.434570
	Iteration 4F: 3 clusters Score -234029.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -234215.015625 Penalty: 4096.434570
	Iteration 5Q: 3 clusters Score -234215 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -234411.171875 Penalty: 4096.434570
	Iteration 6Q: 3 clusters Score -234411.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -234579.953125 Penalty: 4096.434570
	Iteration 7Q: 3 clusters Score -234580 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -234693.359375 Penalty: 4096.434570
	Iteration 8Q: 3 clusters Score -234693.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -234798.796875 Penalty: 4096.434570
	Iteration 9Q: 3 clusters Score -234798.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -234929.765625 Penalty: 4096.434570
	Iteration 10Q: 3 clusters Score -234929.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -235032.203125 Penalty: 4096.434570
	Iteration 11Q: 3 clusters Score -235032.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -235088.312500 Penalty: 4096.434570
	Iteration 12Q: 3 clusters Score -235088.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -235136.312500 Penalty: 4096.434570
	Iteration 13Q: 3 clusters Score -235136.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -235175.578125 Penalty: 4096.434570
	Iteration 14Q: 3 clusters Score -235175.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -235208.343750 Penalty: 4096.434570
	Iteration 15Q: 3 clusters Score -235208.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -235233.984375 Penalty: 4096.434570
	Iteration 16Q: 3 clusters Score -235234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -235259.125000 Penalty: 4096.434570
	Iteration 17Q: 3 clusters Score -235259.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -235273.343750 Penalty: 4096.434570
	Iteration 18Q: 3 clusters Score -235273.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -235284.031250 Penalty: 4096.434570
	Iteration 19Q: 3 clusters Score -235284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -235293.578125 Penalty: 4096.434570
	Iteration 20F: 3 clusters Score -235293.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -235300.421875 Penalty: 4096.434570
	Iteration 21Q: 3 clusters Score -235300.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -235303.343750 Penalty: 4096.434570
	Iteration 22Q: 3 clusters Score -235303.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -235304.625000 Penalty: 4096.434570
	Iteration 23Q: 3 clusters Score -235304.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -235305.375000 Penalty: 4096.434570
	Iteration 24Q: 3 clusters Score -235305.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -235306.953125 Penalty: 4096.434570
	Iteration 25Q: 3 clusters Score -235307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -235308.906250 Penalty: 4096.434570
	Iteration 26Q: 3 clusters Score -235308.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -235309.187500 Penalty: 4096.434570
	Iteration 27Q: 3 clusters Score -235309.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -235309.187500 Penalty: 4096.434570
	Iteration 28F: 3 clusters Score -235309.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Entering Unmasked Estep 
Score: -318873.125000 Penalty: 2077.954834
	Iteration 0F: 2 clusters Score -318873.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -314759.562500 Penalty: 4155.909668
	Iteration 0F: 3 clusters Score -314759.6 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -315677.281250 Penalty: 4155.909668
	Iteration 1F: 3 clusters Score -315677.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -315937.375000 Penalty: 4155.909668
	Iteration 2F: 3 clusters Score -315937.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -316131.093750 Penalty: 4155.909668
	Iteration 3F: 3 clusters Score -316131.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -316309.062500 Penalty: 4155.909668
	Iteration 4F: 3 clusters Score -316309.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -316516.343750 Penalty: 4155.909668
	Iteration 5Q: 3 clusters Score -316516.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -316680.718750 Penalty: 4155.909668
	Iteration 6Q: 3 clusters Score -316680.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -316844.812500 Penalty: 4155.909668
	Iteration 7Q: 3 clusters Score -316844.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -316981.531250 Penalty: 4155.909668
	Iteration 8Q: 3 clusters Score -316981.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -317073.437500 Penalty: 4155.909668
	Iteration 9Q: 3 clusters Score -317073.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -317143.312500 Penalty: 4155.909668
	Iteration 10Q: 3 clusters Score -317143.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -317195.031250 Penalty: 4155.909668
	Iteration 11Q: 3 clusters Score -317195 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -317250.687500 Penalty: 4155.909668
	Iteration 12Q: 3 clusters Score -317250.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -317280.656250 Penalty: 4155.909668
	Iteration 13Q: 3 clusters Score -317280.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -317302.031250 Penalty: 4155.909668
	Iteration 14Q: 3 clusters Score -317302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -317317.437500 Penalty: 4155.909668
	Iteration 15Q: 3 clusters Score -317317.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -317327.843750 Penalty: 4155.909668
	Iteration 16Q: 3 clusters Score -317327.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -317344.718750 Penalty: 4155.909668
	Iteration 17Q: 3 clusters Score -317344.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -317358.125000 Penalty: 4155.909668
	Iteration 18Q: 3 clusters Score -317358.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -317367.656250 Penalty: 4155.909668
	Iteration 19Q: 3 clusters Score -317367.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -317375.937500 Penalty: 4155.909668
	Iteration 20F: 3 clusters Score -317375.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -317387.406250 Penalty: 4155.909668
	Iteration 21Q: 3 clusters Score -317387.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -317396.468750 Penalty: 4155.909668
	Iteration 22Q: 3 clusters Score -317396.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -317403.343750 Penalty: 4155.909668
	Iteration 23Q: 3 clusters Score -317403.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -317409.093750 Penalty: 4155.909668
	Iteration 24Q: 3 clusters Score -317409.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -317415.968750 Penalty: 4155.909668
	Iteration 25Q: 3 clusters Score -317416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -317421.000000 Penalty: 4155.909668
	Iteration 26Q: 3 clusters Score -317421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -317423.843750 Penalty: 4155.909668
	Iteration 27Q: 3 clusters Score -317423.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -317427.750000 Penalty: 4155.909668
	Iteration 28Q: 3 clusters Score -317427.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -317434.593750 Penalty: 4155.909668
	Iteration 29Q: 3 clusters Score -317434.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -317440.875000 Penalty: 4155.909668
	Iteration 30Q: 3 clusters Score -317440.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -317445.906250 Penalty: 4155.909668
	Iteration 31Q: 3 clusters Score -317445.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -317451.062500 Penalty: 4155.909668
	Iteration 32Q: 3 clusters Score -317451.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -317458.875000 Penalty: 4155.909668
	Iteration 33Q: 3 clusters Score -317458.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -317459.968750 Penalty: 4155.909668
	Iteration 34Q: 3 clusters Score -317460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -317461.187500 Penalty: 4155.909668
	Iteration 35Q: 3 clusters Score -317461.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -317461.187500 Penalty: 4155.909668
	Iteration 36F: 3 clusters Score -317461.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -765456.312500 Penalty: 2289.464111
	Iteration 0F: 2 clusters Score -765456.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -757635.000000 Penalty: 4578.928223
	Iteration 0F: 3 clusters Score -757635 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -759965.125000 Penalty: 4578.928223
	Iteration 1F: 3 clusters Score -759965.1 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -760253.500000 Penalty: 4578.928223
	Iteration 2F: 3 clusters Score -760253.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -760431.000000 Penalty: 4578.928223
	Iteration 3Q: 3 clusters Score -760431 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -760558.375000 Penalty: 4578.928223
	Iteration 4Q: 3 clusters Score -760558.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -760665.437500 Penalty: 4578.928223
	Iteration 5Q: 3 clusters Score -760665.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -760753.312500 Penalty: 4578.928223
	Iteration 6Q: 3 clusters Score -760753.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -760837.375000 Penalty: 4578.928223
	Iteration 7Q: 3 clusters Score -760837.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -760914.750000 Penalty: 4578.928223
	Iteration 8Q: 3 clusters Score -760914.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -760985.875000 Penalty: 4578.928223
	Iteration 9Q: 3 clusters Score -760985.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -761060.750000 Penalty: 4578.928223
	Iteration 10Q: 3 clusters Score -761060.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -761128.250000 Penalty: 4578.928223
	Iteration 11Q: 3 clusters Score -761128.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -761190.875000 Penalty: 4578.928223
	Iteration 12Q: 3 clusters Score -761190.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -761271.000000 Penalty: 4578.928223
	Iteration 13Q: 3 clusters Score -761271 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -761371.187500 Penalty: 4578.928223
	Iteration 14Q: 3 clusters Score -761371.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -761491.062500 Penalty: 4578.928223
	Iteration 15Q: 3 clusters Score -761491.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -761626.625000 Penalty: 4578.928223
	Iteration 16Q: 3 clusters Score -761626.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -761792.625000 Penalty: 4578.928223
	Iteration 17Q: 3 clusters Score -761792.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -761961.312500 Penalty: 4578.928223
	Iteration 18Q: 3 clusters Score -761961.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -762119.062500 Penalty: 4578.928223
	Iteration 19Q: 3 clusters Score -762119.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -762266.875000 Penalty: 4578.928223
	Iteration 20F: 3 clusters Score -762266.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -762398.062500 Penalty: 4578.928223
	Iteration 21Q: 3 clusters Score -762398.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -762525.750000 Penalty: 4578.928223
	Iteration 22Q: 3 clusters Score -762525.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -762629.812500 Penalty: 4578.928223
	Iteration 23Q: 3 clusters Score -762629.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -762748.312500 Penalty: 4578.928223
	Iteration 24Q: 3 clusters Score -762748.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -762850.375000 Penalty: 4578.928223
	Iteration 25Q: 3 clusters Score -762850.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -762963.437500 Penalty: 4578.928223
	Iteration 26Q: 3 clusters Score -762963.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -763041.250000 Penalty: 4578.928223
	Iteration 27Q: 3 clusters Score -763041.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -763087.687500 Penalty: 4578.928223
	Iteration 28Q: 3 clusters Score -763087.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -763110.875000 Penalty: 4578.928223
	Iteration 29Q: 3 clusters Score -763110.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -763126.062500 Penalty: 4578.928223
	Iteration 30Q: 3 clusters Score -763126.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -763142.562500 Penalty: 4578.928223
	Iteration 31Q: 3 clusters Score -763142.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -763159.125000 Penalty: 4578.928223
	Iteration 32Q: 3 clusters Score -763159.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -763174.562500 Penalty: 4578.928223
	Iteration 33Q: 3 clusters Score -763174.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -763189.687500 Penalty: 4578.928223
	Iteration 34Q: 3 clusters Score -763189.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -763208.000000 Penalty: 4578.928223
	Iteration 35Q: 3 clusters Score -763208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -763226.812500 Penalty: 4578.928223
	Iteration 36Q: 3 clusters Score -763226.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -763246.250000 Penalty: 4578.928223
	Iteration 37Q: 3 clusters Score -763246.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -763268.250000 Penalty: 4578.928223
	Iteration 38Q: 3 clusters Score -763268.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -763298.875000 Penalty: 4578.928223
	Iteration 39Q: 3 clusters Score -763298.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -763334.187500 Penalty: 4578.928223
	Iteration 40F: 3 clusters Score -763334.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -763358.937500 Penalty: 4578.928223
	Iteration 41Q: 3 clusters Score -763358.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -763403.250000 Penalty: 4578.928223
	Iteration 42Q: 3 clusters Score -763403.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -763448.562500 Penalty: 4578.928223
	Iteration 43Q: 3 clusters Score -763448.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -763479.750000 Penalty: 4578.928223
	Iteration 44Q: 3 clusters Score -763479.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -763508.062500 Penalty: 4578.928223
	Iteration 45Q: 3 clusters Score -763508.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -763536.812500 Penalty: 4578.928223
	Iteration 46Q: 3 clusters Score -763536.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -763563.687500 Penalty: 4578.928223
	Iteration 47Q: 3 clusters Score -763563.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -763596.750000 Penalty: 4578.928223
	Iteration 48Q: 3 clusters Score -763596.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -763631.562500 Penalty: 4578.928223
	Iteration 49Q: 3 clusters Score -763631.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -763669.562500 Penalty: 4578.928223
	Iteration 50Q: 3 clusters Score -763669.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -763695.375000 Penalty: 4578.928223
	Iteration 51Q: 3 clusters Score -763695.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -763720.875000 Penalty: 4578.928223
	Iteration 52Q: 3 clusters Score -763720.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -763741.000000 Penalty: 4578.928223
	Iteration 53Q: 3 clusters Score -763741 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -763762.375000 Penalty: 4578.928223
	Iteration 54Q: 3 clusters Score -763762.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -763775.500000 Penalty: 4578.928223
	Iteration 55Q: 3 clusters Score -763775.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -763780.312500 Penalty: 4578.928223
	Iteration 56Q: 3 clusters Score -763780.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -763786.250000 Penalty: 4578.928223
	Iteration 57Q: 3 clusters Score -763786.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -763790.937500 Penalty: 4578.928223
	Iteration 58Q: 3 clusters Score -763790.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -763793.437500 Penalty: 4578.928223
	Iteration 59Q: 3 clusters Score -763793.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -763796.500000 Penalty: 4578.928223
	Iteration 60F: 3 clusters Score -763796.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -763798.562500 Penalty: 4578.928223
	Iteration 61Q: 3 clusters Score -763798.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -763802.250000 Penalty: 4578.928223
	Iteration 62Q: 3 clusters Score -763802.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -763804.812500 Penalty: 4578.928223
	Iteration 63Q: 3 clusters Score -763804.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -763805.375000 Penalty: 4578.928223
	Iteration 64Q: 3 clusters Score -763805.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -763806.562500 Penalty: 4578.928223
	Iteration 65Q: 3 clusters Score -763806.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -763806.937500 Penalty: 4578.928223
	Iteration 66Q: 3 clusters Score -763806.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -763808.000000 Penalty: 4578.928223
	Iteration 67Q: 3 clusters Score -763808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -763807.687500 Penalty: 4578.928223
	Iteration 68Q: 3 clusters Score -763807.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -763807.500000 Penalty: 4578.928223
	Iteration 69Q: 3 clusters Score -763807.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -763807.500000 Penalty: 4578.928223
	Iteration 70F: 3 clusters Score -763807.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Entering Unmasked Estep 
Score: -177684.937500 Penalty: 1942.044067
	Iteration 0F: 2 clusters Score -177684.9 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 1211 members 
Entering Unmasked Estep 
Score: -174729.484375 Penalty: 3884.088135
	Iteration 0F: 3 clusters Score -174729.5 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -175304.734375 Penalty: 3884.088135
	Iteration 1F: 3 clusters Score -175304.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -175524.406250 Penalty: 3884.088135
	Iteration 2F: 3 clusters Score -175524.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -175668.562500 Penalty: 3884.088135
	Iteration 3F: 3 clusters Score -175668.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -175792.015625 Penalty: 3884.088135
	Iteration 4Q: 3 clusters Score -175792 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -175882.968750 Penalty: 3884.088135
	Iteration 5Q: 3 clusters Score -175883 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -175971.437500 Penalty: 3884.088135
	Iteration 6Q: 3 clusters Score -175971.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -176041.187500 Penalty: 3884.088135
	Iteration 7Q: 3 clusters Score -176041.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -176096.031250 Penalty: 3884.088135
	Iteration 8Q: 3 clusters Score -176096 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -176139.453125 Penalty: 3884.088135
	Iteration 9Q: 3 clusters Score -176139.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -176173.250000 Penalty: 3884.088135
	Iteration 10Q: 3 clusters Score -176173.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -176195.953125 Penalty: 3884.088135
	Iteration 11Q: 3 clusters Score -176196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -176218.796875 Penalty: 3884.088135
	Iteration 12Q: 3 clusters Score -176218.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -176239.281250 Penalty: 3884.088135
	Iteration 13Q: 3 clusters Score -176239.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -176251.468750 Penalty: 3884.088135
	Iteration 14Q: 3 clusters Score -176251.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -176263.812500 Penalty: 3884.088135
	Iteration 15Q: 3 clusters Score -176263.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -176281.734375 Penalty: 3884.088135
	Iteration 16Q: 3 clusters Score -176281.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -176308.578125 Penalty: 3884.088135
	Iteration 17Q: 3 clusters Score -176308.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -176333.343750 Penalty: 3884.088135
	Iteration 18Q: 3 clusters Score -176333.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -176353.375000 Penalty: 3884.088135
	Iteration 19Q: 3 clusters Score -176353.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -176378.437500 Penalty: 3884.088135
	Iteration 20F: 3 clusters Score -176378.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -176406.187500 Penalty: 3884.088135
	Iteration 21Q: 3 clusters Score -176406.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -176436.968750 Penalty: 3884.088135
	Iteration 22Q: 3 clusters Score -176437 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -176468.968750 Penalty: 3884.088135
	Iteration 23Q: 3 clusters Score -176469 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -176500.031250 Penalty: 3884.088135
	Iteration 24Q: 3 clusters Score -176500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -176527.828125 Penalty: 3884.088135
	Iteration 25Q: 3 clusters Score -176527.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -176542.843750 Penalty: 3884.088135
	Iteration 26Q: 3 clusters Score -176542.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -176553.671875 Penalty: 3884.088135
	Iteration 27Q: 3 clusters Score -176553.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -176560.265625 Penalty: 3884.088135
	Iteration 28Q: 3 clusters Score -176560.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -176564.015625 Penalty: 3884.088135
	Iteration 29Q: 3 clusters Score -176564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -176572.015625 Penalty: 3884.088135
	Iteration 30Q: 3 clusters Score -176572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -176582.937500 Penalty: 3884.088135
	Iteration 31Q: 3 clusters Score -176582.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -176597.000000 Penalty: 3884.088135
	Iteration 32Q: 3 clusters Score -176597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -176616.828125 Penalty: 3884.088135
	Iteration 33Q: 3 clusters Score -176616.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -176642.953125 Penalty: 3884.088135
	Iteration 34Q: 3 clusters Score -176643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -176671.609375 Penalty: 3884.088135
	Iteration 35Q: 3 clusters Score -176671.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -176698.343750 Penalty: 3884.088135
	Iteration 36Q: 3 clusters Score -176698.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -176724.359375 Penalty: 3884.088135
	Iteration 37Q: 3 clusters Score -176724.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -176769.328125 Penalty: 3884.088135
	Iteration 38Q: 3 clusters Score -176769.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -176808.578125 Penalty: 3884.088135
	Iteration 39Q: 3 clusters Score -176808.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -176835.187500 Penalty: 3884.088135
	Iteration 40F: 3 clusters Score -176835.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -176842.359375 Penalty: 3884.088135
	Iteration 41Q: 3 clusters Score -176842.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -176848.234375 Penalty: 3884.088135
	Iteration 42Q: 3 clusters Score -176848.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -176851.031250 Penalty: 3884.088135
	Iteration 43Q: 3 clusters Score -176851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -176853.656250 Penalty: 3884.088135
	Iteration 44Q: 3 clusters Score -176853.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -176855.250000 Penalty: 3884.088135
	Iteration 45Q: 3 clusters Score -176855.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -176856.265625 Penalty: 3884.088135
	Iteration 46Q: 3 clusters Score -176856.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -176856.546875 Penalty: 3884.088135
	Iteration 47Q: 3 clusters Score -176856.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -176857.578125 Penalty: 3884.088135
	Iteration 48Q: 3 clusters Score -176857.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -176857.640625 Penalty: 3884.088135
	Iteration 49Q: 3 clusters Score -176857.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -176858.187500 Penalty: 3884.088135
	Iteration 50Q: 3 clusters Score -176858.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -176860.562500 Penalty: 3884.088135
	Iteration 51Q: 3 clusters Score -176860.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -176862.437500 Penalty: 3884.088135
	Iteration 52Q: 3 clusters Score -176862.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -176863.500000 Penalty: 3884.088135
	Iteration 53Q: 3 clusters Score -176863.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -176865.640625 Penalty: 3884.088135
	Iteration 54Q: 3 clusters Score -176865.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -176873.328125 Penalty: 3884.088135
	Iteration 55Q: 3 clusters Score -176873.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -176878.578125 Penalty: 3884.088135
	Iteration 56Q: 3 clusters Score -176878.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -176882.656250 Penalty: 3884.088135
	Iteration 57Q: 3 clusters Score -176882.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -176886.078125 Penalty: 3884.088135
	Iteration 58Q: 3 clusters Score -176886.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -176889.890625 Penalty: 3884.088135
	Iteration 59Q: 3 clusters Score -176889.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -176893.406250 Penalty: 3884.088135
	Iteration 60F: 3 clusters Score -176893.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -176897.375000 Penalty: 3884.088135
	Iteration 61Q: 3 clusters Score -176897.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -176901.062500 Penalty: 3884.088135
	Iteration 62Q: 3 clusters Score -176901.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -176905.421875 Penalty: 3884.088135
	Iteration 63Q: 3 clusters Score -176905.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -176910.984375 Penalty: 3884.088135
	Iteration 64Q: 3 clusters Score -176911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -176914.953125 Penalty: 3884.088135
	Iteration 65Q: 3 clusters Score -176915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -176925.218750 Penalty: 3884.088135
	Iteration 66Q: 3 clusters Score -176925.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -176940.000000 Penalty: 3884.088135
	Iteration 67Q: 3 clusters Score -176940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -176961.046875 Penalty: 3884.088135
	Iteration 68Q: 3 clusters Score -176961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -176997.593750 Penalty: 3884.088135
	Iteration 69Q: 3 clusters Score -176997.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -177054.359375 Penalty: 3884.088135
	Iteration 70Q: 3 clusters Score -177054.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -177185.531250 Penalty: 3884.088135
	Iteration 71Q: 3 clusters Score -177185.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -177349.921875 Penalty: 3884.088135
	Iteration 72Q: 3 clusters Score -177349.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -177381.453125 Penalty: 3884.088135
	Iteration 73Q: 3 clusters Score -177381.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -177389.656250 Penalty: 3884.088135
	Iteration 74Q: 3 clusters Score -177389.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -177392.562500 Penalty: 3884.088135
	Iteration 75Q: 3 clusters Score -177392.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -177394.093750 Penalty: 3884.088135
	Iteration 76Q: 3 clusters Score -177394.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -177394.093750 Penalty: 3884.088135
	Iteration 77F: 3 clusters Score -177394.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Entering Unmasked Estep 
Score: -849922.875000 Penalty: 2311.004395
	Iteration 0F: 2 clusters Score -849922.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -841514.062500 Penalty: 4622.008789
	Iteration 0F: 3 clusters Score -841514.1 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -843989.062500 Penalty: 4622.008789
	Iteration 1F: 3 clusters Score -843989.1 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -844357.812500 Penalty: 4622.008789
	Iteration 2F: 3 clusters Score -844357.8 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -844685.125000 Penalty: 4622.008789
	Iteration 3F: 3 clusters Score -844685.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -845026.125000 Penalty: 4622.008789
	Iteration 4F: 3 clusters Score -845026.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -845394.187500 Penalty: 4622.008789
	Iteration 5F: 3 clusters Score -845394.2 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -845838.437500 Penalty: 4622.008789
	Iteration 6F: 3 clusters Score -845838.4 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -846354.875000 Penalty: 4622.008789
	Iteration 7F: 3 clusters Score -846354.9 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -846878.000000 Penalty: 4622.008789
	Iteration 8F: 3 clusters Score -846878 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -847386.687500 Penalty: 4622.008789
	Iteration 9F: 3 clusters Score -847386.7 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -847906.000000 Penalty: 4622.008789
	Iteration 10Q: 3 clusters Score -847906 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -848340.125000 Penalty: 4622.008789
	Iteration 11Q: 3 clusters Score -848340.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -848597.687500 Penalty: 4622.008789
	Iteration 12Q: 3 clusters Score -848597.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -848733.437500 Penalty: 4622.008789
	Iteration 13Q: 3 clusters Score -848733.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -848853.375000 Penalty: 4622.008789
	Iteration 14Q: 3 clusters Score -848853.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -848944.000000 Penalty: 4622.008789
	Iteration 15Q: 3 clusters Score -848944 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -849000.687500 Penalty: 4622.008789
	Iteration 16Q: 3 clusters Score -849000.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -849064.125000 Penalty: 4622.008789
	Iteration 17Q: 3 clusters Score -849064.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -849133.312500 Penalty: 4622.008789
	Iteration 18Q: 3 clusters Score -849133.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -849197.375000 Penalty: 4622.008789
	Iteration 19Q: 3 clusters Score -849197.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -849257.312500 Penalty: 4622.008789
	Iteration 20F: 3 clusters Score -849257.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -849294.375000 Penalty: 4622.008789
	Iteration 21Q: 3 clusters Score -849294.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -849324.500000 Penalty: 4622.008789
	Iteration 22Q: 3 clusters Score -849324.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -849352.562500 Penalty: 4622.008789
	Iteration 23Q: 3 clusters Score -849352.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -849386.250000 Penalty: 4622.008789
	Iteration 24Q: 3 clusters Score -849386.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -849414.937500 Penalty: 4622.008789
	Iteration 25Q: 3 clusters Score -849414.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -849444.375000 Penalty: 4622.008789
	Iteration 26Q: 3 clusters Score -849444.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -849470.625000 Penalty: 4622.008789
	Iteration 27Q: 3 clusters Score -849470.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -849494.875000 Penalty: 4622.008789
	Iteration 28Q: 3 clusters Score -849494.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -849521.125000 Penalty: 4622.008789
	Iteration 29Q: 3 clusters Score -849521.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -849545.500000 Penalty: 4622.008789
	Iteration 30Q: 3 clusters Score -849545.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -849564.687500 Penalty: 4622.008789
	Iteration 31Q: 3 clusters Score -849564.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -849591.875000 Penalty: 4622.008789
	Iteration 32Q: 3 clusters Score -849591.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -849616.875000 Penalty: 4622.008789
	Iteration 33Q: 3 clusters Score -849616.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -849635.812500 Penalty: 4622.008789
	Iteration 34Q: 3 clusters Score -849635.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -849647.812500 Penalty: 4622.008789
	Iteration 35Q: 3 clusters Score -849647.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -849655.312500 Penalty: 4622.008789
	Iteration 36Q: 3 clusters Score -849655.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -849661.000000 Penalty: 4622.008789
	Iteration 37Q: 3 clusters Score -849661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -849664.937500 Penalty: 4622.008789
	Iteration 38Q: 3 clusters Score -849664.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -849669.625000 Penalty: 4622.008789
	Iteration 39Q: 3 clusters Score -849669.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -849674.062500 Penalty: 4622.008789
	Iteration 40F: 3 clusters Score -849674.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -849678.687500 Penalty: 4622.008789
	Iteration 41Q: 3 clusters Score -849678.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -849677.812500 Penalty: 4622.008789
	Iteration 42Q: 3 clusters Score -849677.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -849679.750000 Penalty: 4622.008789
	Iteration 43Q: 3 clusters Score -849679.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -849680.750000 Penalty: 4622.008789
	Iteration 44Q: 3 clusters Score -849680.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -849683.312500 Penalty: 4622.008789
	Iteration 45Q: 3 clusters Score -849683.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -849689.437500 Penalty: 4622.008789
	Iteration 46Q: 3 clusters Score -849689.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -849693.187500 Penalty: 4622.008789
	Iteration 47Q: 3 clusters Score -849693.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -849693.062500 Penalty: 4622.008789
	Iteration 48Q: 3 clusters Score -849693.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -849694.562500 Penalty: 4622.008789
	Iteration 49Q: 3 clusters Score -849694.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -849694.812500 Penalty: 4622.008789
	Iteration 50Q: 3 clusters Score -849694.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -849694.375000 Penalty: 4622.008789
	Iteration 51Q: 3 clusters Score -849694.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -849695.937500 Penalty: 4622.008789
	Iteration 52Q: 3 clusters Score -849695.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -849696.250000 Penalty: 4622.008789
	Iteration 53Q: 3 clusters Score -849696.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -849695.187500 Penalty: 4622.008789
	Iteration 54Q: 3 clusters Score -849695.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -849695.187500 Penalty: 4622.008789
	Iteration 55Q: 3 clusters Score -849695.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -849695.250000 Penalty: 4622.008789
	Iteration 56Q: 3 clusters Score -849695.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -849695.250000 Penalty: 4622.008789
	Iteration 57F: 3 clusters Score -849695.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Entering Unmasked Estep 
Score: -478233.312500 Penalty: 2176.910156
	Iteration 0F: 2 clusters Score -478233.3 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 3192 members 
Entering Unmasked Estep 
Score: -472799.312500 Penalty: 4353.820312
	Iteration 0F: 3 clusters Score -472799.3 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -474479.531250 Penalty: 4353.820312
	Iteration 1F: 3 clusters Score -474479.5 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -474919.250000 Penalty: 4353.820312
	Iteration 2F: 3 clusters Score -474919.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -475191.000000 Penalty: 4353.820312
	Iteration 3F: 3 clusters Score -475191 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -475409.937500 Penalty: 4353.820312
	Iteration 4F: 3 clusters Score -475409.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -475596.437500 Penalty: 4353.820312
	Iteration 5Q: 3 clusters Score -475596.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -475759.656250 Penalty: 4353.820312
	Iteration 6Q: 3 clusters Score -475759.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -475912.250000 Penalty: 4353.820312
	Iteration 7Q: 3 clusters Score -475912.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -476046.000000 Penalty: 4353.820312
	Iteration 8Q: 3 clusters Score -476046 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -476163.843750 Penalty: 4353.820312
	Iteration 9Q: 3 clusters Score -476163.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -476272.875000 Penalty: 4353.820312
	Iteration 10Q: 3 clusters Score -476272.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -476378.500000 Penalty: 4353.820312
	Iteration 11Q: 3 clusters Score -476378.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -476490.875000 Penalty: 4353.820312
	Iteration 12Q: 3 clusters Score -476490.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -476605.718750 Penalty: 4353.820312
	Iteration 13Q: 3 clusters Score -476605.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -476714.250000 Penalty: 4353.820312
	Iteration 14Q: 3 clusters Score -476714.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -476801.156250 Penalty: 4353.820312
	Iteration 15Q: 3 clusters Score -476801.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -476855.437500 Penalty: 4353.820312
	Iteration 16Q: 3 clusters Score -476855.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -476904.281250 Penalty: 4353.820312
	Iteration 17Q: 3 clusters Score -476904.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -476946.437500 Penalty: 4353.820312
	Iteration 18Q: 3 clusters Score -476946.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -476971.718750 Penalty: 4353.820312
	Iteration 19Q: 3 clusters Score -476971.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -476996.031250 Penalty: 4353.820312
	Iteration 20F: 3 clusters Score -476996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -477009.625000 Penalty: 4353.820312
	Iteration 21Q: 3 clusters Score -477009.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -477019.781250 Penalty: 4353.820312
	Iteration 22Q: 3 clusters Score -477019.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -477031.531250 Penalty: 4353.820312
	Iteration 23Q: 3 clusters Score -477031.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -477044.218750 Penalty: 4353.820312
	Iteration 24Q: 3 clusters Score -477044.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -477057.562500 Penalty: 4353.820312
	Iteration 25Q: 3 clusters Score -477057.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -477067.875000 Penalty: 4353.820312
	Iteration 26Q: 3 clusters Score -477067.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -477079.812500 Penalty: 4353.820312
	Iteration 27Q: 3 clusters Score -477079.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -477086.875000 Penalty: 4353.820312
	Iteration 28Q: 3 clusters Score -477086.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -477090.218750 Penalty: 4353.820312
	Iteration 29Q: 3 clusters Score -477090.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -477092.093750 Penalty: 4353.820312
	Iteration 30Q: 3 clusters Score -477092.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -477094.843750 Penalty: 4353.820312
	Iteration 31Q: 3 clusters Score -477094.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -477096.406250 Penalty: 4353.820312
	Iteration 32Q: 3 clusters Score -477096.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -477098.875000 Penalty: 4353.820312
	Iteration 33Q: 3 clusters Score -477098.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -477099.187500 Penalty: 4353.820312
	Iteration 34Q: 3 clusters Score -477099.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -477101.031250 Penalty: 4353.820312
	Iteration 35Q: 3 clusters Score -477101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -477101.937500 Penalty: 4353.820312
	Iteration 36Q: 3 clusters Score -477101.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -477101.937500 Penalty: 4353.820312
	Iteration 37F: 3 clusters Score -477101.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (14384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Entering Unmasked Estep 
Score: -1036809.687500 Penalty: 2374.320068
	Iteration 0F: 2 clusters Score -1036810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1026441.187500 Penalty: 4748.640137
	Iteration 0F: 3 clusters Score -1026441 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1030063.000000 Penalty: 4748.640137
	Iteration 1F: 3 clusters Score -1030063 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1030753.750000 Penalty: 4748.640137
	Iteration 2F: 3 clusters Score -1030754 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1031430.562500 Penalty: 4748.640137
	Iteration 3F: 3 clusters Score -1031431 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1032050.687500 Penalty: 4748.640137
	Iteration 4F: 3 clusters Score -1032051 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1032589.250000 Penalty: 4748.640137
	Iteration 5F: 3 clusters Score -1032589 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1033034.437500 Penalty: 4748.640137
	Iteration 6Q: 3 clusters Score -1033034 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1033453.187500 Penalty: 4748.640137
	Iteration 7Q: 3 clusters Score -1033453 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1033854.750000 Penalty: 4748.640137
	Iteration 8Q: 3 clusters Score -1033855 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1034209.687500 Penalty: 4748.640137
	Iteration 9Q: 3 clusters Score -1034210 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1034524.187500 Penalty: 4748.640137
	Iteration 10Q: 3 clusters Score -1034524 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1034759.437500 Penalty: 4748.640137
	Iteration 11Q: 3 clusters Score -1034759 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1034899.937500 Penalty: 4748.640137
	Iteration 12Q: 3 clusters Score -1034900 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1035038.625000 Penalty: 4748.640137
	Iteration 13Q: 3 clusters Score -1035039 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1035171.625000 Penalty: 4748.640137
	Iteration 14Q: 3 clusters Score -1035172 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1035292.312500 Penalty: 4748.640137
	Iteration 15Q: 3 clusters Score -1035292 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1035367.250000 Penalty: 4748.640137
	Iteration 16Q: 3 clusters Score -1035367 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1035410.500000 Penalty: 4748.640137
	Iteration 17Q: 3 clusters Score -1035410 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1035433.187500 Penalty: 4748.640137
	Iteration 18Q: 3 clusters Score -1035433 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1035448.375000 Penalty: 4748.640137
	Iteration 19Q: 3 clusters Score -1035448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1035464.062500 Penalty: 4748.640137
	Iteration 20F: 3 clusters Score -1035464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1035476.312500 Penalty: 4748.640137
	Iteration 21Q: 3 clusters Score -1035476 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1035493.187500 Penalty: 4748.640137
	Iteration 22Q: 3 clusters Score -1035493 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1035507.125000 Penalty: 4748.640137
	Iteration 23Q: 3 clusters Score -1035507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1035517.125000 Penalty: 4748.640137
	Iteration 24Q: 3 clusters Score -1035517 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1035520.812500 Penalty: 4748.640137
	Iteration 25Q: 3 clusters Score -1035521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1035524.750000 Penalty: 4748.640137
	Iteration 26Q: 3 clusters Score -1035525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1035528.437500 Penalty: 4748.640137
	Iteration 27Q: 3 clusters Score -1035528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1035539.875000 Penalty: 4748.640137
	Iteration 28Q: 3 clusters Score -1035540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1035548.562500 Penalty: 4748.640137
	Iteration 29Q: 3 clusters Score -1035549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1035552.875000 Penalty: 4748.640137
	Iteration 30Q: 3 clusters Score -1035553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1035554.625000 Penalty: 4748.640137
	Iteration 31Q: 3 clusters Score -1035555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1035558.437500 Penalty: 4748.640137
	Iteration 32Q: 3 clusters Score -1035558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1035563.062500 Penalty: 4748.640137
	Iteration 33Q: 3 clusters Score -1035563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1035565.937500 Penalty: 4748.640137
	Iteration 34Q: 3 clusters Score -1035566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1035567.375000 Penalty: 4748.640137
	Iteration 35Q: 3 clusters Score -1035567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1035569.250000 Penalty: 4748.640137
	Iteration 36Q: 3 clusters Score -1035569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1035570.687500 Penalty: 4748.640137
	Iteration 37Q: 3 clusters Score -1035571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1035570.437500 Penalty: 4748.640137
	Iteration 38Q: 3 clusters Score -1035570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1035572.000000 Penalty: 4748.640137
	Iteration 39Q: 3 clusters Score -1035572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1035572.625000 Penalty: 4748.640137
	Iteration 40F: 3 clusters Score -1035573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1035570.875000 Penalty: 4748.640137
	Iteration 41Q: 3 clusters Score -1035571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1035571.437500 Penalty: 4748.640137
	Iteration 42Q: 3 clusters Score -1035571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1035570.062500 Penalty: 4748.640137
	Iteration 43Q: 3 clusters Score -1035570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1035571.625000 Penalty: 4748.640137
	Iteration 44Q: 3 clusters Score -1035572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1035571.625000 Penalty: 4748.640137
	Iteration 45F: 3 clusters Score -1035572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Entering Unmasked Estep 
Score: -164374.484375 Penalty: 1926.071411
	Iteration 0F: 2 clusters Score -164374.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -161537.046875 Penalty: 3852.142822
	Iteration 0F: 3 clusters Score -161537 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -162139.359375 Penalty: 3852.142822
	Iteration 1F: 3 clusters Score -162139.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -162467.046875 Penalty: 3852.142822
	Iteration 2F: 3 clusters Score -162467 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -162789.250000 Penalty: 3852.142822
	Iteration 3F: 3 clusters Score -162789.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -163133.421875 Penalty: 3852.142822
	Iteration 4F: 3 clusters Score -163133.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -163342.671875 Penalty: 3852.142822
	Iteration 5F: 3 clusters Score -163342.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -163481.640625 Penalty: 3852.142822
	Iteration 6F: 3 clusters Score -163481.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -163551.093750 Penalty: 3852.142822
	Iteration 7Q: 3 clusters Score -163551.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -163591.843750 Penalty: 3852.142822
	Iteration 8Q: 3 clusters Score -163591.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -163611.093750 Penalty: 3852.142822
	Iteration 9Q: 3 clusters Score -163611.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -163622.328125 Penalty: 3852.142822
	Iteration 10Q: 3 clusters Score -163622.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -163625.250000 Penalty: 3852.142822
	Iteration 11Q: 3 clusters Score -163625.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -163628.062500 Penalty: 3852.142822
	Iteration 12Q: 3 clusters Score -163628.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -163630.031250 Penalty: 3852.142822
	Iteration 13Q: 3 clusters Score -163630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -163633.500000 Penalty: 3852.142822
	Iteration 14Q: 3 clusters Score -163633.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -163636.546875 Penalty: 3852.142822
	Iteration 15Q: 3 clusters Score -163636.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -163638.406250 Penalty: 3852.142822
	Iteration 16Q: 3 clusters Score -163638.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -163640.343750 Penalty: 3852.142822
	Iteration 17Q: 3 clusters Score -163640.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -163643.250000 Penalty: 3852.142822
	Iteration 18Q: 3 clusters Score -163643.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -163646.156250 Penalty: 3852.142822
	Iteration 19Q: 3 clusters Score -163646.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -163647.875000 Penalty: 3852.142822
	Iteration 20F: 3 clusters Score -163647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -163648.281250 Penalty: 3852.142822
	Iteration 21Q: 3 clusters Score -163648.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -163648.281250 Penalty: 3852.142822
	Iteration 22F: 3 clusters Score -163648.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (35709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Entering Unmasked Estep 
Score: -2351996.250000 Penalty: 2599.823242
	Iteration 0F: 2 clusters Score -2351996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2327627.000000 Penalty: 5199.646484
	Iteration 0F: 3 clusters Score -2327627 nChanged 16249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2336856.250000 Penalty: 5199.646484
	Iteration 1F: 3 clusters Score -2336856 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -2337629.500000 Penalty: 5199.646484
	Iteration 2F: 3 clusters Score -2337630 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2338455.500000 Penalty: 5199.646484
	Iteration 3F: 3 clusters Score -2338456 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2339248.000000 Penalty: 5199.646484
	Iteration 4F: 3 clusters Score -2339248 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -2339972.500000 Penalty: 5199.646484
	Iteration 5F: 3 clusters Score -2339972 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2340586.500000 Penalty: 5199.646484
	Iteration 6Q: 3 clusters Score -2340586 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2341180.250000 Penalty: 5199.646484
	Iteration 7Q: 3 clusters Score -2341180 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2341693.000000 Penalty: 5199.646484
	Iteration 8Q: 3 clusters Score -2341693 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -2342167.250000 Penalty: 5199.646484
	Iteration 9Q: 3 clusters Score -2342167 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2342622.000000 Penalty: 5199.646484
	Iteration 10Q: 3 clusters Score -2342622 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2343023.000000 Penalty: 5199.646484
	Iteration 11Q: 3 clusters Score -2343023 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2343428.250000 Penalty: 5199.646484
	Iteration 12Q: 3 clusters Score -2343428 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2343825.250000 Penalty: 5199.646484
	Iteration 13Q: 3 clusters Score -2343825 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2344303.500000 Penalty: 5199.646484
	Iteration 14Q: 3 clusters Score -2344304 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2344779.500000 Penalty: 5199.646484
	Iteration 15Q: 3 clusters Score -2344780 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2345259.250000 Penalty: 5199.646484
	Iteration 16Q: 3 clusters Score -2345259 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2345786.250000 Penalty: 5199.646484
	Iteration 17Q: 3 clusters Score -2345786 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2346302.500000 Penalty: 5199.646484
	Iteration 18Q: 3 clusters Score -2346302 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2346787.250000 Penalty: 5199.646484
	Iteration 19Q: 3 clusters Score -2346787 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2347221.500000 Penalty: 5199.646484
	Iteration 20F: 3 clusters Score -2347222 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2347602.500000 Penalty: 5199.646484
	Iteration 21Q: 3 clusters Score -2347602 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2347895.250000 Penalty: 5199.646484
	Iteration 22Q: 3 clusters Score -2347895 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2348130.250000 Penalty: 5199.646484
	Iteration 23Q: 3 clusters Score -2348130 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2348343.250000 Penalty: 5199.646484
	Iteration 24Q: 3 clusters Score -2348343 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2348544.250000 Penalty: 5199.646484
	Iteration 25Q: 3 clusters Score -2348544 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2348773.000000 Penalty: 5199.646484
	Iteration 26Q: 3 clusters Score -2348773 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2349020.500000 Penalty: 5199.646484
	Iteration 27Q: 3 clusters Score -2349020 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2349251.750000 Penalty: 5199.646484
	Iteration 28Q: 3 clusters Score -2349252 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2349477.250000 Penalty: 5199.646484
	Iteration 29Q: 3 clusters Score -2349477 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2349715.500000 Penalty: 5199.646484
	Iteration 30Q: 3 clusters Score -2349716 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2349928.250000 Penalty: 5199.646484
	Iteration 31Q: 3 clusters Score -2349928 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2350090.250000 Penalty: 5199.646484
	Iteration 32Q: 3 clusters Score -2350090 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2350223.750000 Penalty: 5199.646484
	Iteration 33Q: 3 clusters Score -2350224 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2350343.250000 Penalty: 5199.646484
	Iteration 34Q: 3 clusters Score -2350343 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2350456.000000 Penalty: 5199.646484
	Iteration 35Q: 3 clusters Score -2350456 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2350563.250000 Penalty: 5199.646484
	Iteration 36Q: 3 clusters Score -2350563 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2350665.500000 Penalty: 5199.646484
	Iteration 37Q: 3 clusters Score -2350666 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2350766.000000 Penalty: 5199.646484
	Iteration 38Q: 3 clusters Score -2350766 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2350817.000000 Penalty: 5199.646484
	Iteration 39Q: 3 clusters Score -2350817 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2350857.750000 Penalty: 5199.646484
	Iteration 40F: 3 clusters Score -2350858 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2350880.500000 Penalty: 5199.646484
	Iteration 41Q: 3 clusters Score -2350880 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2350901.250000 Penalty: 5199.646484
	Iteration 42Q: 3 clusters Score -2350901 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2350906.750000 Penalty: 5199.646484
	Iteration 43Q: 3 clusters Score -2350907 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2350913.750000 Penalty: 5199.646484
	Iteration 44Q: 3 clusters Score -2350914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2350919.750000 Penalty: 5199.646484
	Iteration 45Q: 3 clusters Score -2350920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2350922.750000 Penalty: 5199.646484
	Iteration 46Q: 3 clusters Score -2350923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2350923.500000 Penalty: 5199.646484
	Iteration 47Q: 3 clusters Score -2350924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2350922.750000 Penalty: 5199.646484
	Iteration 48Q: 3 clusters Score -2350923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2350918.250000 Penalty: 5199.646484
	Iteration 49Q: 3 clusters Score -2350918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2350919.500000 Penalty: 5199.646484
	Iteration 50Q: 3 clusters Score -2350920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2350921.250000 Penalty: 5199.646484
	Iteration 51Q: 3 clusters Score -2350921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2350921.000000 Penalty: 5199.646484
	Iteration 52Q: 3 clusters Score -2350921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2350919.750000 Penalty: 5199.646484
	Iteration 53Q: 3 clusters Score -2350920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2350921.000000 Penalty: 5199.646484
	Iteration 54Q: 3 clusters Score -2350921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2350922.250000 Penalty: 5199.646484
	Iteration 55Q: 3 clusters Score -2350922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2350922.000000 Penalty: 5199.646484
	Iteration 56Q: 3 clusters Score -2350922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2350922.000000 Penalty: 5199.646484
	Iteration 57F: 3 clusters Score -2350922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Entering Unmasked Estep 
Score: -80357.351562 Penalty: 1769.650513
	Iteration 0F: 2 clusters Score -80357.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -78334.375000 Penalty: 3539.301025
	Iteration 0F: 3 clusters Score -78334.38 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -78775.250000 Penalty: 3539.301025
	Iteration 1F: 3 clusters Score -78775.25 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -78914.312500 Penalty: 3539.301025
	Iteration 2F: 3 clusters Score -78914.31 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -79010.390625 Penalty: 3539.301025
	Iteration 3F: 3 clusters Score -79010.39 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -79103.085938 Penalty: 3539.301025
	Iteration 4Q: 3 clusters Score -79103.09 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -79201.515625 Penalty: 3539.301025
	Iteration 5Q: 3 clusters Score -79201.52 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -79330.687500 Penalty: 3539.301025
	Iteration 6Q: 3 clusters Score -79330.69 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -79438.710938 Penalty: 3539.301025
	Iteration 7Q: 3 clusters Score -79438.71 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -79534.968750 Penalty: 3539.301025
	Iteration 8Q: 3 clusters Score -79534.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -79633.414062 Penalty: 3539.301025
	Iteration 9Q: 3 clusters Score -79633.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -79718.437500 Penalty: 3539.301025
	Iteration 10Q: 3 clusters Score -79718.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -79768.742188 Penalty: 3539.301025
	Iteration 11Q: 3 clusters Score -79768.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -79790.539062 Penalty: 3539.301025
	Iteration 12Q: 3 clusters Score -79790.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -79796.703125 Penalty: 3539.301025
	Iteration 13Q: 3 clusters Score -79796.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -79802.734375 Penalty: 3539.301025
	Iteration 14Q: 3 clusters Score -79802.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -79805.414062 Penalty: 3539.301025
	Iteration 15Q: 3 clusters Score -79805.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -79806.640625 Penalty: 3539.301025
	Iteration 16Q: 3 clusters Score -79806.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -79807.867188 Penalty: 3539.301025
	Iteration 17F: 3 clusters Score -79807.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -79830.835938 Penalty: 3539.301025
	Iteration 18Q: 3 clusters Score -79830.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -79835.460938 Penalty: 3539.301025
	Iteration 19Q: 3 clusters Score -79835.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -79835.460938 Penalty: 3539.301025
	Iteration 20F: 3 clusters Score -79835.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (134452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134452 members 
Entering Unmasked Estep 
Score: -10259074.000000 Penalty: 2928.622803
	Iteration 0F: 2 clusters Score -1.025907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66954 members 
Mstep: Class 2 contains 67498 members 
Entering Unmasked Estep 
Score: -10168735.000000 Penalty: 5857.245605
	Iteration 0F: 3 clusters Score -1.016874e+07 nChanged 63979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 71263 members 
Entering Unmasked Estep 
Score: -10206100.000000 Penalty: 5857.245605
	Iteration 1F: 3 clusters Score -1.02061e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60722 members 
Mstep: Class 2 contains 73730 members 
Entering Unmasked Estep 
Score: -10207543.000000 Penalty: 5857.245605
	Iteration 2Q: 3 clusters Score -1.020754e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56969 members 
Mstep: Class 2 contains 77483 members 
Entering Unmasked Estep 
Score: -10209607.000000 Penalty: 5857.245605
	Iteration 3Q: 3 clusters Score -1.020961e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51454 members 
Mstep: Class 2 contains 82998 members 
Entering Unmasked Estep 
Score: -10212838.000000 Penalty: 5857.245605
	Iteration 4F: 3 clusters Score -1.021284e+07 nChanged 8431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 90621 members 
Entering Unmasked Estep 
Score: -10218247.000000 Penalty: 5857.245605
	Iteration 5F: 3 clusters Score -1.021825e+07 nChanged 10073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 100182 members 
Entering Unmasked Estep 
Score: -10226133.000000 Penalty: 5857.245605
	Iteration 6F: 3 clusters Score -1.022613e+07 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 110194 members 
Entering Unmasked Estep 
Score: -10235169.000000 Penalty: 5857.245605
	Iteration 7F: 3 clusters Score -1.023517e+07 nChanged 8956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 119030 members 
Entering Unmasked Estep 
Score: -10243368.000000 Penalty: 5857.245605
	Iteration 8F: 3 clusters Score -1.024337e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 125195 members 
Entering Unmasked Estep 
Score: -10249100.000000 Penalty: 5857.245605
	Iteration 9Q: 3 clusters Score -1.02491e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 129165 members 
Entering Unmasked Estep 
Score: -10252675.000000 Penalty: 5857.245605
	Iteration 10Q: 3 clusters Score -1.025268e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 131328 members 
Entering Unmasked Estep 
Score: -10254554.000000 Penalty: 5857.245605
	Iteration 11Q: 3 clusters Score -1.025455e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 132462 members 
Entering Unmasked Estep 
Score: -10255423.000000 Penalty: 5857.245605
	Iteration 12Q: 3 clusters Score -1.025542e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 133011 members 
Entering Unmasked Estep 
Score: -10255921.000000 Penalty: 5857.245605
	Iteration 13Q: 3 clusters Score -1.025592e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 133272 members 
Entering Unmasked Estep 
Score: -10256143.000000 Penalty: 5857.245605
	Iteration 14Q: 3 clusters Score -1.025614e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 133420 members 
Entering Unmasked Estep 
Score: -10256277.000000 Penalty: 5857.245605
	Iteration 15Q: 3 clusters Score -1.025628e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 133522 members 
Entering Unmasked Estep 
Score: -10256343.000000 Penalty: 5857.245605
	Iteration 16Q: 3 clusters Score -1.025634e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 133580 members 
Entering Unmasked Estep 
Score: -10256404.000000 Penalty: 5857.245605
	Iteration 17Q: 3 clusters Score -1.02564e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 133622 members 
Entering Unmasked Estep 
Score: -10256450.000000 Penalty: 5857.245605
	Iteration 18Q: 3 clusters Score -1.025645e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 133663 members 
Entering Unmasked Estep 
Score: -10256483.000000 Penalty: 5857.245605
	Iteration 19Q: 3 clusters Score -1.025648e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 133689 members 
Entering Unmasked Estep 
Score: -10256509.000000 Penalty: 5857.245605
	Iteration 20F: 3 clusters Score -1.025651e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 133704 members 
Entering Unmasked Estep 
Score: -10256539.000000 Penalty: 5857.245605
	Iteration 21Q: 3 clusters Score -1.025654e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 133718 members 
Entering Unmasked Estep 
Score: -10256541.000000 Penalty: 5857.245605
	Iteration 22Q: 3 clusters Score -1.025654e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 133734 members 
Entering Unmasked Estep 
Score: -10256558.000000 Penalty: 5857.245605
	Iteration 23Q: 3 clusters Score -1.025656e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 133745 members 
Entering Unmasked Estep 
Score: -10256560.000000 Penalty: 5857.245605
	Iteration 24Q: 3 clusters Score -1.025656e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 133754 members 
Entering Unmasked Estep 
Score: -10256570.000000 Penalty: 5857.245605
	Iteration 25Q: 3 clusters Score -1.025657e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 133760 members 
Entering Unmasked Estep 
Score: -10256573.000000 Penalty: 5857.245605
	Iteration 26Q: 3 clusters Score -1.025657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 133767 members 
Entering Unmasked Estep 
Score: -10256571.000000 Penalty: 5857.245605
	Iteration 27Q: 3 clusters Score -1.025657e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 133771 members 
Entering Unmasked Estep 
Score: -10256579.000000 Penalty: 5857.245605
	Iteration 28Q: 3 clusters Score -1.025658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 133777 members 
Entering Unmasked Estep 
Score: -10256583.000000 Penalty: 5857.245605
	Iteration 29Q: 3 clusters Score -1.025658e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 133780 members 
Entering Unmasked Estep 
Score: -10256589.000000 Penalty: 5857.245605
	Iteration 30Q: 3 clusters Score -1.025659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 133786 members 
Entering Unmasked Estep 
Score: -10256602.000000 Penalty: 5857.245605
	Iteration 31Q: 3 clusters Score -1.02566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 133787 members 
Entering Unmasked Estep 
Score: -10256599.000000 Penalty: 5857.245605
	Iteration 32Q: 3 clusters Score -1.02566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 133787 members 
Entering Unmasked Estep 
Score: -10256601.000000 Penalty: 5857.245605
	Iteration 33Q: 3 clusters Score -1.02566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 133786 members 
Entering Unmasked Estep 
Score: -10256601.000000 Penalty: 5857.245605
	Iteration 34Q: 3 clusters Score -1.02566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 133788 members 
Entering Unmasked Estep 
Score: -10256612.000000 Penalty: 5857.245605
	Iteration 35Q: 3 clusters Score -1.025661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 133790 members 
Entering Unmasked Estep 
Score: -10256606.000000 Penalty: 5857.245605
	Iteration 36Q: 3 clusters Score -1.025661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 133794 members 
Entering Unmasked Estep 
Score: -10256618.000000 Penalty: 5857.245605
	Iteration 37Q: 3 clusters Score -1.025662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 133795 members 
Entering Unmasked Estep 
Score: -10256613.000000 Penalty: 5857.245605
	Iteration 38Q: 3 clusters Score -1.025661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 133795 members 
Entering Unmasked Estep 
Score: -10256613.000000 Penalty: 5857.245605
	Iteration 39F: 3 clusters Score -1.025661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -327453.656250 Penalty: 2092.446289
	Iteration 0F: 2 clusters Score -327453.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -323214.437500 Penalty: 4184.892578
	Iteration 0F: 3 clusters Score -323214.4 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -324204.343750 Penalty: 4184.892578
	Iteration 1F: 3 clusters Score -324204.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -324406.125000 Penalty: 4184.892578
	Iteration 2F: 3 clusters Score -324406.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -324510.843750 Penalty: 4184.892578
	Iteration 3Q: 3 clusters Score -324510.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -324585.031250 Penalty: 4184.892578
	Iteration 4Q: 3 clusters Score -324585 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -324639.125000 Penalty: 4184.892578
	Iteration 5Q: 3 clusters Score -324639.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -324692.468750 Penalty: 4184.892578
	Iteration 6Q: 3 clusters Score -324692.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -324732.718750 Penalty: 4184.892578
	Iteration 7Q: 3 clusters Score -324732.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -324762.687500 Penalty: 4184.892578
	Iteration 8Q: 3 clusters Score -324762.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -324790.875000 Penalty: 4184.892578
	Iteration 9Q: 3 clusters Score -324790.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -324818.812500 Penalty: 4184.892578
	Iteration 10Q: 3 clusters Score -324818.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -324843.875000 Penalty: 4184.892578
	Iteration 11Q: 3 clusters Score -324843.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -324865.562500 Penalty: 4184.892578
	Iteration 12Q: 3 clusters Score -324865.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -324884.062500 Penalty: 4184.892578
	Iteration 13Q: 3 clusters Score -324884.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -324901.281250 Penalty: 4184.892578
	Iteration 14Q: 3 clusters Score -324901.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -324919.750000 Penalty: 4184.892578
	Iteration 15Q: 3 clusters Score -324919.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -324942.968750 Penalty: 4184.892578
	Iteration 16Q: 3 clusters Score -324943 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -324960.750000 Penalty: 4184.892578
	Iteration 17Q: 3 clusters Score -324960.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -324981.156250 Penalty: 4184.892578
	Iteration 18Q: 3 clusters Score -324981.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -325003.500000 Penalty: 4184.892578
	Iteration 19Q: 3 clusters Score -325003.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -325025.593750 Penalty: 4184.892578
	Iteration 20F: 3 clusters Score -325025.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -325050.375000 Penalty: 4184.892578
	Iteration 21Q: 3 clusters Score -325050.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -325077.031250 Penalty: 4184.892578
	Iteration 22Q: 3 clusters Score -325077 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -325106.562500 Penalty: 4184.892578
	Iteration 23Q: 3 clusters Score -325106.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -325145.343750 Penalty: 4184.892578
	Iteration 24Q: 3 clusters Score -325145.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -325187.406250 Penalty: 4184.892578
	Iteration 25Q: 3 clusters Score -325187.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -325221.125000 Penalty: 4184.892578
	Iteration 26Q: 3 clusters Score -325221.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -325264.312500 Penalty: 4184.892578
	Iteration 27Q: 3 clusters Score -325264.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -325327.000000 Penalty: 4184.892578
	Iteration 28Q: 3 clusters Score -325327 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -325403.843750 Penalty: 4184.892578
	Iteration 29Q: 3 clusters Score -325403.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -325479.468750 Penalty: 4184.892578
	Iteration 30Q: 3 clusters Score -325479.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -325564.437500 Penalty: 4184.892578
	Iteration 31Q: 3 clusters Score -325564.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -325692.031250 Penalty: 4184.892578
	Iteration 32Q: 3 clusters Score -325692 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -325833.562500 Penalty: 4184.892578
	Iteration 33Q: 3 clusters Score -325833.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -325969.656250 Penalty: 4184.892578
	Iteration 34Q: 3 clusters Score -325969.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -326081.062500 Penalty: 4184.892578
	Iteration 35Q: 3 clusters Score -326081.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -326175.000000 Penalty: 4184.892578
	Iteration 36Q: 3 clusters Score -326175 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -326236.406250 Penalty: 4184.892578
	Iteration 37Q: 3 clusters Score -326236.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -326277.812500 Penalty: 4184.892578
	Iteration 38Q: 3 clusters Score -326277.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -326302.781250 Penalty: 4184.892578
	Iteration 39Q: 3 clusters Score -326302.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -326316.937500 Penalty: 4184.892578
	Iteration 40F: 3 clusters Score -326316.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -326323.906250 Penalty: 4184.892578
	Iteration 41Q: 3 clusters Score -326323.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -326327.843750 Penalty: 4184.892578
	Iteration 42Q: 3 clusters Score -326327.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -326329.968750 Penalty: 4184.892578
	Iteration 43Q: 3 clusters Score -326330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -326332.562500 Penalty: 4184.892578
	Iteration 44Q: 3 clusters Score -326332.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -326332.187500 Penalty: 4184.892578
	Iteration 45Q: 3 clusters Score -326332.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -326332.937500 Penalty: 4184.892578
	Iteration 46Q: 3 clusters Score -326332.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -326332.937500 Penalty: 4184.892578
	Iteration 47F: 3 clusters Score -326332.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Entering Unmasked Estep 
Score: -108418.234375 Penalty: 1816.146362
	Iteration 0F: 2 clusters Score -108418.2 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 764 members 
Entering Unmasked Estep 
Score: -106098.453125 Penalty: 3632.292725
	Iteration 0F: 3 clusters Score -106098.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -106498.750000 Penalty: 3632.292725
	Iteration 1F: 3 clusters Score -106498.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -106649.234375 Penalty: 3632.292725
	Iteration 2F: 3 clusters Score -106649.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -106765.664062 Penalty: 3632.292725
	Iteration 3F: 3 clusters Score -106765.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -106837.960938 Penalty: 3632.292725
	Iteration 4Q: 3 clusters Score -106838 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -106883.382812 Penalty: 3632.292725
	Iteration 5Q: 3 clusters Score -106883.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -106936.132812 Penalty: 3632.292725
	Iteration 6Q: 3 clusters Score -106936.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -106972.265625 Penalty: 3632.292725
	Iteration 7Q: 3 clusters Score -106972.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -107011.859375 Penalty: 3632.292725
	Iteration 8Q: 3 clusters Score -107011.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -107039.742188 Penalty: 3632.292725
	Iteration 9Q: 3 clusters Score -107039.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -107052.953125 Penalty: 3632.292725
	Iteration 10Q: 3 clusters Score -107053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -107066.843750 Penalty: 3632.292725
	Iteration 11Q: 3 clusters Score -107066.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -107072.429688 Penalty: 3632.292725
	Iteration 12Q: 3 clusters Score -107072.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -107077.882812 Penalty: 3632.292725
	Iteration 13Q: 3 clusters Score -107077.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -107080.890625 Penalty: 3632.292725
	Iteration 14Q: 3 clusters Score -107080.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -107086.773438 Penalty: 3632.292725
	Iteration 15Q: 3 clusters Score -107086.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -107092.117188 Penalty: 3632.292725
	Iteration 16Q: 3 clusters Score -107092.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -107098.218750 Penalty: 3632.292725
	Iteration 17Q: 3 clusters Score -107098.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -107100.718750 Penalty: 3632.292725
	Iteration 18Q: 3 clusters Score -107100.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -107103.945312 Penalty: 3632.292725
	Iteration 19Q: 3 clusters Score -107103.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -107107.625000 Penalty: 3632.292725
	Iteration 20F: 3 clusters Score -107107.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -107110.593750 Penalty: 3632.292725
	Iteration 21Q: 3 clusters Score -107110.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -107112.898438 Penalty: 3632.292725
	Iteration 22Q: 3 clusters Score -107112.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -107116.195312 Penalty: 3632.292725
	Iteration 23Q: 3 clusters Score -107116.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -107118.851562 Penalty: 3632.292725
	Iteration 24Q: 3 clusters Score -107118.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -107119.437500 Penalty: 3632.292725
	Iteration 25Q: 3 clusters Score -107119.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -107119.437500 Penalty: 3632.292725
	Iteration 26F: 3 clusters Score -107119.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Entering Unmasked Estep 
Score: -227357.468750 Penalty: 2001.662231
	Iteration 0F: 2 clusters Score -227357.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -223988.843750 Penalty: 4003.324463
	Iteration 0F: 3 clusters Score -223988.8 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -224723.421875 Penalty: 4003.324463
	Iteration 1F: 3 clusters Score -224723.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -224955.859375 Penalty: 4003.324463
	Iteration 2F: 3 clusters Score -224955.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -225136.109375 Penalty: 4003.324463
	Iteration 3F: 3 clusters Score -225136.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -225263.421875 Penalty: 4003.324463
	Iteration 4Q: 3 clusters Score -225263.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -225351.375000 Penalty: 4003.324463
	Iteration 5Q: 3 clusters Score -225351.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -225422.078125 Penalty: 4003.324463
	Iteration 6Q: 3 clusters Score -225422.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -225501.687500 Penalty: 4003.324463
	Iteration 7Q: 3 clusters Score -225501.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -225593.500000 Penalty: 4003.324463
	Iteration 8Q: 3 clusters Score -225593.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -225675.406250 Penalty: 4003.324463
	Iteration 9Q: 3 clusters Score -225675.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -225747.015625 Penalty: 4003.324463
	Iteration 10Q: 3 clusters Score -225747 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -225822.250000 Penalty: 4003.324463
	Iteration 11Q: 3 clusters Score -225822.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -225872.281250 Penalty: 4003.324463
	Iteration 12Q: 3 clusters Score -225872.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -225916.562500 Penalty: 4003.324463
	Iteration 13Q: 3 clusters Score -225916.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -225952.890625 Penalty: 4003.324463
	Iteration 14Q: 3 clusters Score -225952.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -225979.578125 Penalty: 4003.324463
	Iteration 15Q: 3 clusters Score -225979.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -225999.312500 Penalty: 4003.324463
	Iteration 16Q: 3 clusters Score -225999.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -226011.234375 Penalty: 4003.324463
	Iteration 17Q: 3 clusters Score -226011.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -226023.859375 Penalty: 4003.324463
	Iteration 18Q: 3 clusters Score -226023.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -226033.890625 Penalty: 4003.324463
	Iteration 19Q: 3 clusters Score -226033.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -226041.546875 Penalty: 4003.324463
	Iteration 20F: 3 clusters Score -226041.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -226057.937500 Penalty: 4003.324463
	Iteration 21Q: 3 clusters Score -226057.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -226074.109375 Penalty: 4003.324463
	Iteration 22Q: 3 clusters Score -226074.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -226086.296875 Penalty: 4003.324463
	Iteration 23Q: 3 clusters Score -226086.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -226104.750000 Penalty: 4003.324463
	Iteration 24Q: 3 clusters Score -226104.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -226117.718750 Penalty: 4003.324463
	Iteration 25Q: 3 clusters Score -226117.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -226126.312500 Penalty: 4003.324463
	Iteration 26Q: 3 clusters Score -226126.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -226130.437500 Penalty: 4003.324463
	Iteration 27Q: 3 clusters Score -226130.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -226133.312500 Penalty: 4003.324463
	Iteration 28Q: 3 clusters Score -226133.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -226135.390625 Penalty: 4003.324463
	Iteration 29Q: 3 clusters Score -226135.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -226140.625000 Penalty: 4003.324463
	Iteration 30Q: 3 clusters Score -226140.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -226145.046875 Penalty: 4003.324463
	Iteration 31Q: 3 clusters Score -226145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -226150.640625 Penalty: 4003.324463
	Iteration 32Q: 3 clusters Score -226150.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -226159.109375 Penalty: 4003.324463
	Iteration 33Q: 3 clusters Score -226159.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -226164.656250 Penalty: 4003.324463
	Iteration 34Q: 3 clusters Score -226164.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -226171.703125 Penalty: 4003.324463
	Iteration 35Q: 3 clusters Score -226171.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -226177.046875 Penalty: 4003.324463
	Iteration 36Q: 3 clusters Score -226177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -226181.281250 Penalty: 4003.324463
	Iteration 37Q: 3 clusters Score -226181.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -226184.546875 Penalty: 4003.324463
	Iteration 38Q: 3 clusters Score -226184.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -226185.843750 Penalty: 4003.324463
	Iteration 39Q: 3 clusters Score -226185.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -226187.203125 Penalty: 4003.324463
	Iteration 40F: 3 clusters Score -226187.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -226189.390625 Penalty: 4003.324463
	Iteration 41Q: 3 clusters Score -226189.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -226192.203125 Penalty: 4003.324463
	Iteration 42Q: 3 clusters Score -226192.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -226193.046875 Penalty: 4003.324463
	Iteration 43Q: 3 clusters Score -226193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -226193.046875 Penalty: 4003.324463
	Iteration 44F: 3 clusters Score -226193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Entering Unmasked Estep 
Score: -116026.031250 Penalty: 1878.490479
	Iteration 0F: 2 clusters Score -116026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -113445.593750 Penalty: 3756.980957
	Iteration 0F: 3 clusters Score -113445.6 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -113952.414062 Penalty: 3756.980957
	Iteration 1F: 3 clusters Score -113952.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -114101.679688 Penalty: 3756.980957
	Iteration 2F: 3 clusters Score -114101.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -114197.992188 Penalty: 3756.980957
	Iteration 3Q: 3 clusters Score -114198 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -114281.742188 Penalty: 3756.980957
	Iteration 4Q: 3 clusters Score -114281.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -114359.046875 Penalty: 3756.980957
	Iteration 5Q: 3 clusters Score -114359 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -114400.054688 Penalty: 3756.980957
	Iteration 6Q: 3 clusters Score -114400.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -114427.703125 Penalty: 3756.980957
	Iteration 7Q: 3 clusters Score -114427.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -114447.812500 Penalty: 3756.980957
	Iteration 8Q: 3 clusters Score -114447.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -114463.140625 Penalty: 3756.980957
	Iteration 9Q: 3 clusters Score -114463.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -114480.171875 Penalty: 3756.980957
	Iteration 10Q: 3 clusters Score -114480.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -114496.257812 Penalty: 3756.980957
	Iteration 11Q: 3 clusters Score -114496.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -114511.117188 Penalty: 3756.980957
	Iteration 12Q: 3 clusters Score -114511.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -114521.859375 Penalty: 3756.980957
	Iteration 13Q: 3 clusters Score -114521.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -114530.429688 Penalty: 3756.980957
	Iteration 14Q: 3 clusters Score -114530.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -114538.757812 Penalty: 3756.980957
	Iteration 15Q: 3 clusters Score -114538.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -114546.625000 Penalty: 3756.980957
	Iteration 16Q: 3 clusters Score -114546.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -114552.539062 Penalty: 3756.980957
	Iteration 17Q: 3 clusters Score -114552.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -114557.023438 Penalty: 3756.980957
	Iteration 18Q: 3 clusters Score -114557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -114567.414062 Penalty: 3756.980957
	Iteration 19Q: 3 clusters Score -114567.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -114571.789062 Penalty: 3756.980957
	Iteration 20F: 3 clusters Score -114571.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -114573.632812 Penalty: 3756.980957
	Iteration 21Q: 3 clusters Score -114573.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -114575.250000 Penalty: 3756.980957
	Iteration 22Q: 3 clusters Score -114575.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -114576.117188 Penalty: 3756.980957
	Iteration 23Q: 3 clusters Score -114576.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -114578.312500 Penalty: 3756.980957
	Iteration 24Q: 3 clusters Score -114578.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -114581.109375 Penalty: 3756.980957
	Iteration 25Q: 3 clusters Score -114581.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -114584.054688 Penalty: 3756.980957
	Iteration 26Q: 3 clusters Score -114584.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -114586.304688 Penalty: 3756.980957
	Iteration 27Q: 3 clusters Score -114586.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -114590.101562 Penalty: 3756.980957
	Iteration 28Q: 3 clusters Score -114590.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -114591.679688 Penalty: 3756.980957
	Iteration 29Q: 3 clusters Score -114591.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -114593.531250 Penalty: 3756.980957
	Iteration 30Q: 3 clusters Score -114593.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -114596.640625 Penalty: 3756.980957
	Iteration 31Q: 3 clusters Score -114596.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -114597.421875 Penalty: 3756.980957
	Iteration 32Q: 3 clusters Score -114597.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -114597.421875 Penalty: 3756.980957
	Iteration 33F: 3 clusters Score -114597.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Entering Unmasked Estep 
Score: -115333.890625 Penalty: 1915.553223
	Iteration 0F: 2 clusters Score -115333.9 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 1172 members 
Entering Unmasked Estep 
Score: -112660.023438 Penalty: 3831.106445
	Iteration 0F: 3 clusters Score -112660 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -113473.851562 Penalty: 3831.106445
	Iteration 1F: 3 clusters Score -113473.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -113914.031250 Penalty: 3831.106445
	Iteration 2F: 3 clusters Score -113914 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -114260.640625 Penalty: 3831.106445
	Iteration 3F: 3 clusters Score -114260.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -114482.476562 Penalty: 3831.106445
	Iteration 4F: 3 clusters Score -114482.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -114644.812500 Penalty: 3831.106445
	Iteration 5Q: 3 clusters Score -114644.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -114750.390625 Penalty: 3831.106445
	Iteration 6Q: 3 clusters Score -114750.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -114853.453125 Penalty: 3831.106445
	Iteration 7Q: 3 clusters Score -114853.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -114964.953125 Penalty: 3831.106445
	Iteration 8Q: 3 clusters Score -114965 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -115058.921875 Penalty: 3831.106445
	Iteration 9Q: 3 clusters Score -115058.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -115116.218750 Penalty: 3831.106445
	Iteration 10Q: 3 clusters Score -115116.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -115163.445312 Penalty: 3831.106445
	Iteration 11Q: 3 clusters Score -115163.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -115201.531250 Penalty: 3831.106445
	Iteration 12Q: 3 clusters Score -115201.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -115227.257812 Penalty: 3831.106445
	Iteration 13Q: 3 clusters Score -115227.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -115240.132812 Penalty: 3831.106445
	Iteration 14Q: 3 clusters Score -115240.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -115247.718750 Penalty: 3831.106445
	Iteration 15Q: 3 clusters Score -115247.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -115251.234375 Penalty: 3831.106445
	Iteration 16Q: 3 clusters Score -115251.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -115251.968750 Penalty: 3831.106445
	Iteration 17Q: 3 clusters Score -115252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -115252.359375 Penalty: 3831.106445
	Iteration 18Q: 3 clusters Score -115252.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -115253.234375 Penalty: 3831.106445
	Iteration 19Q: 3 clusters Score -115253.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -115253.804688 Penalty: 3831.106445
	Iteration 20F: 3 clusters Score -115253.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -115255.203125 Penalty: 3831.106445
	Iteration 21Q: 3 clusters Score -115255.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -115257.164062 Penalty: 3831.106445
	Iteration 22Q: 3 clusters Score -115257.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -115259.085938 Penalty: 3831.106445
	Iteration 23Q: 3 clusters Score -115259.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -115259.632812 Penalty: 3831.106445
	Iteration 24Q: 3 clusters Score -115259.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -115260.039062 Penalty: 3831.106445
	Iteration 25Q: 3 clusters Score -115260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -115260.289062 Penalty: 3831.106445
	Iteration 26Q: 3 clusters Score -115260.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -115260.289062 Penalty: 3831.106445
	Iteration 27F: 3 clusters Score -115260.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Entering Unmasked Estep 
Score: -246236.718750 Penalty: 2021.530518
	Iteration 0F: 2 clusters Score -246236.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -242666.250000 Penalty: 4043.061035
	Iteration 0F: 3 clusters Score -242666.2 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -243513.078125 Penalty: 4043.061035
	Iteration 1F: 3 clusters Score -243513.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -243781.796875 Penalty: 4043.061035
	Iteration 2F: 3 clusters Score -243781.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -243996.312500 Penalty: 4043.061035
	Iteration 3F: 3 clusters Score -243996.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -244167.093750 Penalty: 4043.061035
	Iteration 4Q: 3 clusters Score -244167.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -244328.015625 Penalty: 4043.061035
	Iteration 5Q: 3 clusters Score -244328 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -244454.890625 Penalty: 4043.061035
	Iteration 6Q: 3 clusters Score -244454.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -244560.765625 Penalty: 4043.061035
	Iteration 7Q: 3 clusters Score -244560.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -244640.187500 Penalty: 4043.061035
	Iteration 8Q: 3 clusters Score -244640.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -244722.031250 Penalty: 4043.061035
	Iteration 9Q: 3 clusters Score -244722 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -244795.265625 Penalty: 4043.061035
	Iteration 10Q: 3 clusters Score -244795.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -244872.843750 Penalty: 4043.061035
	Iteration 11Q: 3 clusters Score -244872.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -244934.312500 Penalty: 4043.061035
	Iteration 12Q: 3 clusters Score -244934.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -245000.359375 Penalty: 4043.061035
	Iteration 13Q: 3 clusters Score -245000.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -245079.484375 Penalty: 4043.061035
	Iteration 14Q: 3 clusters Score -245079.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -245138.187500 Penalty: 4043.061035
	Iteration 15Q: 3 clusters Score -245138.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -245190.140625 Penalty: 4043.061035
	Iteration 16Q: 3 clusters Score -245190.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -245220.250000 Penalty: 4043.061035
	Iteration 17Q: 3 clusters Score -245220.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -245232.359375 Penalty: 4043.061035
	Iteration 18Q: 3 clusters Score -245232.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -245241.156250 Penalty: 4043.061035
	Iteration 19Q: 3 clusters Score -245241.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -245253.359375 Penalty: 4043.061035
	Iteration 20F: 3 clusters Score -245253.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -245262.140625 Penalty: 4043.061035
	Iteration 21Q: 3 clusters Score -245262.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -245270.343750 Penalty: 4043.061035
	Iteration 22Q: 3 clusters Score -245270.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -245279.546875 Penalty: 4043.061035
	Iteration 23Q: 3 clusters Score -245279.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -245287.671875 Penalty: 4043.061035
	Iteration 24Q: 3 clusters Score -245287.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -245291.250000 Penalty: 4043.061035
	Iteration 25Q: 3 clusters Score -245291.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -245295.859375 Penalty: 4043.061035
	Iteration 26Q: 3 clusters Score -245295.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -245296.843750 Penalty: 4043.061035
	Iteration 27Q: 3 clusters Score -245296.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -245297.218750 Penalty: 4043.061035
	Iteration 28Q: 3 clusters Score -245297.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -245297.859375 Penalty: 4043.061035
	Iteration 29Q: 3 clusters Score -245297.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -245298.031250 Penalty: 4043.061035
	Iteration 30Q: 3 clusters Score -245298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -245298.640625 Penalty: 4043.061035
	Iteration 31Q: 3 clusters Score -245298.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -245300.109375 Penalty: 4043.061035
	Iteration 32Q: 3 clusters Score -245300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -245301.625000 Penalty: 4043.061035
	Iteration 33Q: 3 clusters Score -245301.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -245302.343750 Penalty: 4043.061035
	Iteration 34Q: 3 clusters Score -245302.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -245302.265625 Penalty: 4043.061035
	Iteration 35Q: 3 clusters Score -245302.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -245302.265625 Penalty: 4043.061035
	Iteration 36F: 3 clusters Score -245302.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5244 members 
Mstep: Class 4 contains 26680 members 
Mstep: Class 5 contains 1453 members 
Mstep: Class 6 contains 229201 members 
Mstep: Class 7 contains 186956 members 
Mstep: Class 8 contains 207059 members 
Mstep: Class 9 contains 4475 members 
Mstep: Class 10 contains 36089 members 
Mstep: Class 11 contains 2928 members 
Mstep: Class 12 contains 14165 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 57367 members 
Mstep: Class 15 contains 4297 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 11789 members 
Mstep: Class 18 contains 7540 members 
Mstep: Class 19 contains 163488 members 
Mstep: Class 20 contains 3184 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 93496 members 
Mstep: Class 24 contains 9857 members 
Mstep: Class 25 contains 2648 members 
Mstep: Class 26 contains 4919 members 
Mstep: Class 27 contains 18634 members 
Mstep: Class 28 contains 2512 members 
Mstep: Class 29 contains 5677 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 34478 members 
Mstep: Class 32 contains 3862 members 
Mstep: Class 33 contains 4354 members 
Mstep: Class 34 contains 10216 members 
Mstep: Class 35 contains 2517 members 
Mstep: Class 36 contains 11143 members 
Mstep: Class 37 contains 6489 members 
Mstep: Class 38 contains 14384 members 
Mstep: Class 39 contains 2360 members 
Mstep: Class 40 contains 35709 members 
Mstep: Class 41 contains 1256 members 
Mstep: Class 42 contains 134452 members 
Mstep: Class 43 contains 4616 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3201 members 
Mstep: Class 46 contains 1948 members 
Mstep: Class 47 contains 2262 members 
Mstep: Class 48 contains 3468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303152.000000 Penalty: 172113.140625
Iteration 119Q: 50 clusters Score -1.023032e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5252 members 
Mstep: Class 4 contains 26682 members 
Mstep: Class 5 contains 1453 members 
Mstep: Class 6 contains 229205 members 
Mstep: Class 7 contains 186942 members 
Mstep: Class 8 contains 207049 members 
Mstep: Class 9 contains 4481 members 
Mstep: Class 10 contains 36097 members 
Mstep: Class 11 contains 2928 members 
Mstep: Class 12 contains 14169 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 57292 members 
Mstep: Class 15 contains 4299 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 11789 members 
Mstep: Class 18 contains 7538 members 
Mstep: Class 19 contains 163503 members 
Mstep: Class 20 contains 3206 members 
Mstep: Class 21 contains 4842 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 93489 members 
Mstep: Class 24 contains 10140 members 
Mstep: Class 25 contains 2649 members 
Mstep: Class 26 contains 4944 members 
Mstep: Class 27 contains 18620 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5677 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 34467 members 
Mstep: Class 32 contains 3864 members 
Mstep: Class 33 contains 4354 members 
Mstep: Class 34 contains 10206 members 
Mstep: Class 35 contains 2517 members 
Mstep: Class 36 contains 11168 members 
Mstep: Class 37 contains 6553 members 
Mstep: Class 38 contains 14273 members 
Mstep: Class 39 contains 2360 members 
Mstep: Class 40 contains 35642 members 
Mstep: Class 41 contains 1256 members 
Mstep: Class 42 contains 134379 members 
Mstep: Class 43 contains 4614 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3197 members 
Mstep: Class 46 contains 1947 members 
Mstep: Class 47 contains 2263 members 
Mstep: Class 48 contains 3468 members 
Mstep: Class 49 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303400.000000 Penalty: 172113.140625
Iteration 120F: 50 clusters Score -1.023034e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5270 members 
Mstep: Class 4 contains 26683 members 
Mstep: Class 5 contains 1453 members 
Mstep: Class 6 contains 229216 members 
Mstep: Class 7 contains 186931 members 
Mstep: Class 8 contains 207041 members 
Mstep: Class 9 contains 4411 members 
Mstep: Class 10 contains 36101 members 
Mstep: Class 11 contains 2930 members 
Mstep: Class 12 contains 14175 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 57231 members 
Mstep: Class 15 contains 4297 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11789 members 
Mstep: Class 18 contains 7544 members 
Mstep: Class 19 contains 163513 members 
Mstep: Class 20 contains 3231 members 
Mstep: Class 21 contains 4845 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 93479 members 
Mstep: Class 24 contains 10359 members 
Mstep: Class 25 contains 2649 members 
Mstep: Class 26 contains 4973 members 
Mstep: Class 27 contains 18608 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5677 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 34453 members 
Mstep: Class 32 contains 3863 members 
Mstep: Class 33 contains 4354 members 
Mstep: Class 34 contains 10195 members 
Mstep: Class 35 contains 2517 members 
Mstep: Class 36 contains 11157 members 
Mstep: Class 37 contains 6618 members 
Mstep: Class 38 contains 14170 members 
Mstep: Class 39 contains 2361 members 
Mstep: Class 40 contains 35595 members 
Mstep: Class 41 contains 1256 members 
Mstep: Class 42 contains 134316 members 
Mstep: Class 43 contains 4623 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3184 members 
Mstep: Class 46 contains 1947 members 
Mstep: Class 47 contains 2264 members 
Mstep: Class 48 contains 3468 members 
Mstep: Class 49 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303664.000000 Penalty: 172113.140625
Iteration 121Q: 50 clusters Score -1.023037e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5284 members 
Mstep: Class 4 contains 26681 members 
Mstep: Class 5 contains 1453 members 
Mstep: Class 6 contains 229227 members 
Mstep: Class 7 contains 186927 members 
Mstep: Class 8 contains 207027 members 
Mstep: Class 9 contains 4389 members 
Mstep: Class 10 contains 36089 members 
Mstep: Class 11 contains 2934 members 
Mstep: Class 12 contains 14182 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 57188 members 
Mstep: Class 15 contains 4292 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11789 members 
Mstep: Class 18 contains 7550 members 
Mstep: Class 19 contains 163534 members 
Mstep: Class 20 contains 3260 members 
Mstep: Class 21 contains 4845 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 93481 members 
Mstep: Class 24 contains 10510 members 
Mstep: Class 25 contains 2648 members 
Mstep: Class 26 contains 5007 members 
Mstep: Class 27 contains 18592 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5677 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 34436 members 
Mstep: Class 32 contains 3865 members 
Mstep: Class 33 contains 4355 members 
Mstep: Class 34 contains 10186 members 
Mstep: Class 35 contains 2516 members 
Mstep: Class 36 contains 11161 members 
Mstep: Class 37 contains 6670 members 
Mstep: Class 38 contains 14070 members 
Mstep: Class 39 contains 2361 members 
Mstep: Class 40 contains 35573 members 
Mstep: Class 41 contains 1255 members 
Mstep: Class 42 contains 134266 members 
Mstep: Class 43 contains 4638 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3177 members 
Mstep: Class 46 contains 1946 members 
Mstep: Class 47 contains 2262 members 
Mstep: Class 48 contains 3468 members 
Mstep: Class 49 contains 800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303904.000000 Penalty: 172113.140625
Iteration 122Q: 50 clusters Score -1.023039e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5294 members 
Mstep: Class 4 contains 26683 members 
Mstep: Class 5 contains 1453 members 
Mstep: Class 6 contains 229241 members 
Mstep: Class 7 contains 186910 members 
Mstep: Class 8 contains 207027 members 
Mstep: Class 9 contains 4374 members 
Mstep: Class 10 contains 36082 members 
Mstep: Class 11 contains 2937 members 
Mstep: Class 12 contains 14197 members 
Mstep: Class 13 contains 4953 members 
Mstep: Class 14 contains 57136 members 
Mstep: Class 15 contains 4292 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 7551 members 
Mstep: Class 19 contains 163561 members 
Mstep: Class 20 contains 3280 members 
Mstep: Class 21 contains 4848 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 93487 members 
Mstep: Class 24 contains 10663 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 18573 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5677 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 34411 members 
Mstep: Class 32 contains 3867 members 
Mstep: Class 33 contains 4357 members 
Mstep: Class 34 contains 10168 members 
Mstep: Class 35 contains 2517 members 
Mstep: Class 36 contains 11164 members 
Mstep: Class 37 contains 6747 members 
Mstep: Class 38 contains 13972 members 
Mstep: Class 39 contains 2360 members 
Mstep: Class 40 contains 35550 members 
Mstep: Class 41 contains 1254 members 
Mstep: Class 42 contains 134209 members 
Mstep: Class 43 contains 4633 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3172 members 
Mstep: Class 46 contains 1946 members 
Mstep: Class 47 contains 2262 members 
Mstep: Class 48 contains 3468 members 
Mstep: Class 49 contains 815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304256.000000 Penalty: 172113.140625
Iteration 123Q: 50 clusters Score -1.023043e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 26684 members 
Mstep: Class 5 contains 1457 members 
Mstep: Class 6 contains 229253 members 
Mstep: Class 7 contains 186893 members 
Mstep: Class 8 contains 207017 members 
Mstep: Class 9 contains 4361 members 
Mstep: Class 10 contains 36076 members 
Mstep: Class 11 contains 2939 members 
Mstep: Class 12 contains 14214 members 
Mstep: Class 13 contains 4953 members 
Mstep: Class 14 contains 57106 members 
Mstep: Class 15 contains 4287 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11786 members 
Mstep: Class 18 contains 7555 members 
Mstep: Class 19 contains 163577 members 
Mstep: Class 20 contains 3294 members 
Mstep: Class 21 contains 4848 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 93500 members 
Mstep: Class 24 contains 10794 members 
Mstep: Class 25 contains 2646 members 
Mstep: Class 26 contains 5066 members 
Mstep: Class 27 contains 18567 members 
Mstep: Class 28 contains 2506 members 
Mstep: Class 29 contains 5677 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 34386 members 
Mstep: Class 32 contains 3868 members 
Mstep: Class 33 contains 4357 members 
Mstep: Class 34 contains 10154 members 
Mstep: Class 35 contains 2518 members 
Mstep: Class 36 contains 11165 members 
Mstep: Class 37 contains 6813 members 
Mstep: Class 38 contains 13870 members 
Mstep: Class 39 contains 2360 members 
Mstep: Class 40 contains 35543 members 
Mstep: Class 41 contains 1254 members 
Mstep: Class 42 contains 134160 members 
Mstep: Class 43 contains 4624 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3167 members 
Mstep: Class 46 contains 1948 members 
Mstep: Class 47 contains 2261 members 
Mstep: Class 48 contains 3468 members 
Mstep: Class 49 contains 823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304000.000000 Penalty: 172113.140625
Iteration 124Q: 50 clusters Score -1.02304e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5324 members 
Mstep: Class 4 contains 26685 members 
Mstep: Class 5 contains 1458 members 
Mstep: Class 6 contains 229270 members 
Mstep: Class 7 contains 186883 members 
Mstep: Class 8 contains 207013 members 
Mstep: Class 9 contains 4354 members 
Mstep: Class 10 contains 36071 members 
Mstep: Class 11 contains 2943 members 
Mstep: Class 12 contains 14229 members 
Mstep: Class 13 contains 4953 members 
Mstep: Class 14 contains 57071 members 
Mstep: Class 15 contains 4290 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11786 members 
Mstep: Class 18 contains 7558 members 
Mstep: Class 19 contains 163589 members 
Mstep: Class 20 contains 3310 members 
Mstep: Class 21 contains 4848 members 
Mstep: Class 22 contains 1261 members 
Mstep: Class 23 contains 93506 members 
Mstep: Class 24 contains 10878 members 
Mstep: Class 25 contains 2643 members 
Mstep: Class 26 contains 5098 members 
Mstep: Class 27 contains 18550 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5677 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 34386 members 
Mstep: Class 32 contains 3870 members 
Mstep: Class 33 contains 4356 members 
Mstep: Class 34 contains 10143 members 
Mstep: Class 35 contains 2518 members 
Mstep: Class 36 contains 11155 members 
Mstep: Class 37 contains 6886 members 
Mstep: Class 38 contains 13791 members 
Mstep: Class 39 contains 2360 members 
Mstep: Class 40 contains 35523 members 
Mstep: Class 41 contains 1256 members 
Mstep: Class 42 contains 134122 members 
Mstep: Class 43 contains 4615 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3162 members 
Mstep: Class 46 contains 1949 members 
Mstep: Class 47 contains 2259 members 
Mstep: Class 48 contains 3467 members 
Mstep: Class 49 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304272.000000 Penalty: 172113.140625
Iteration 125Q: 50 clusters Score -1.023043e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5348 members 
Mstep: Class 4 contains 26685 members 
Mstep: Class 5 contains 1459 members 
Mstep: Class 6 contains 229286 members 
Mstep: Class 7 contains 186880 members 
Mstep: Class 8 contains 207002 members 
Mstep: Class 9 contains 4359 members 
Mstep: Class 10 contains 36058 members 
Mstep: Class 11 contains 2944 members 
Mstep: Class 12 contains 14245 members 
Mstep: Class 13 contains 4952 members 
Mstep: Class 14 contains 57058 members 
Mstep: Class 15 contains 4290 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11785 members 
Mstep: Class 18 contains 7559 members 
Mstep: Class 19 contains 163585 members 
Mstep: Class 20 contains 3324 members 
Mstep: Class 21 contains 4848 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 93519 members 
Mstep: Class 24 contains 10927 members 
Mstep: Class 25 contains 2643 members 
Mstep: Class 26 contains 5130 members 
Mstep: Class 27 contains 18544 members 
Mstep: Class 28 contains 2509 members 
Mstep: Class 29 contains 5677 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 34380 members 
Mstep: Class 32 contains 3874 members 
Mstep: Class 33 contains 4354 members 
Mstep: Class 34 contains 10137 members 
Mstep: Class 35 contains 2518 members 
Mstep: Class 36 contains 11147 members 
Mstep: Class 37 contains 6964 members 
Mstep: Class 38 contains 13709 members 
Mstep: Class 39 contains 2361 members 
Mstep: Class 40 contains 35511 members 
Mstep: Class 41 contains 1257 members 
Mstep: Class 42 contains 134070 members 
Mstep: Class 43 contains 4608 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3157 members 
Mstep: Class 46 contains 1950 members 
Mstep: Class 47 contains 2256 members 
Mstep: Class 48 contains 3467 members 
Mstep: Class 49 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304168.000000 Penalty: 172113.140625
Iteration 126Q: 50 clusters Score -1.023042e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5375 members 
Mstep: Class 4 contains 26685 members 
Mstep: Class 5 contains 1459 members 
Mstep: Class 6 contains 229295 members 
Mstep: Class 7 contains 186879 members 
Mstep: Class 8 contains 206991 members 
Mstep: Class 9 contains 4356 members 
Mstep: Class 10 contains 36043 members 
Mstep: Class 11 contains 2945 members 
Mstep: Class 12 contains 14250 members 
Mstep: Class 13 contains 4952 members 
Mstep: Class 14 contains 57050 members 
Mstep: Class 15 contains 4284 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11786 members 
Mstep: Class 18 contains 7562 members 
Mstep: Class 19 contains 163587 members 
Mstep: Class 20 contains 3339 members 
Mstep: Class 21 contains 4850 members 
Mstep: Class 22 contains 1256 members 
Mstep: Class 23 contains 93522 members 
Mstep: Class 24 contains 10965 members 
Mstep: Class 25 contains 2643 members 
Mstep: Class 26 contains 5161 members 
Mstep: Class 27 contains 18543 members 
Mstep: Class 28 contains 2509 members 
Mstep: Class 29 contains 5676 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 34370 members 
Mstep: Class 32 contains 3880 members 
Mstep: Class 33 contains 4355 members 
Mstep: Class 34 contains 10132 members 
Mstep: Class 35 contains 2518 members 
Mstep: Class 36 contains 11140 members 
Mstep: Class 37 contains 7037 members 
Mstep: Class 38 contains 13634 members 
Mstep: Class 39 contains 2363 members 
Mstep: Class 40 contains 35502 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 134026 members 
Mstep: Class 43 contains 4602 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3155 members 
Mstep: Class 46 contains 1951 members 
Mstep: Class 47 contains 2256 members 
Mstep: Class 48 contains 3467 members 
Mstep: Class 49 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304336.000000 Penalty: 172113.140625
Iteration 127Q: 50 clusters Score -1.023043e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 2005 members 
Mstep: Class 3 contains 5400 members 
Mstep: Class 4 contains 26685 members 
Mstep: Class 5 contains 1459 members 
Mstep: Class 6 contains 229310 members 
Mstep: Class 7 contains 186881 members 
Mstep: Class 8 contains 206982 members 
Mstep: Class 9 contains 4359 members 
Mstep: Class 10 contains 36036 members 
Mstep: Class 11 contains 2947 members 
Mstep: Class 12 contains 14255 members 
Mstep: Class 13 contains 4952 members 
Mstep: Class 14 contains 57054 members 
Mstep: Class 15 contains 4276 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11786 members 
Mstep: Class 18 contains 7563 members 
Mstep: Class 19 contains 163595 members 
Mstep: Class 20 contains 3350 members 
Mstep: Class 21 contains 4850 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93513 members 
Mstep: Class 24 contains 10985 members 
Mstep: Class 25 contains 2643 members 
Mstep: Class 26 contains 5181 members 
Mstep: Class 27 contains 18541 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5676 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 34354 members 
Mstep: Class 32 contains 3883 members 
Mstep: Class 33 contains 4355 members 
Mstep: Class 34 contains 10129 members 
Mstep: Class 35 contains 2518 members 
Mstep: Class 36 contains 11130 members 
Mstep: Class 37 contains 7119 members 
Mstep: Class 38 contains 13570 members 
Mstep: Class 39 contains 2364 members 
Mstep: Class 40 contains 35498 members 
Mstep: Class 41 contains 1261 members 
Mstep: Class 42 contains 133990 members 
Mstep: Class 43 contains 4600 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3149 members 
Mstep: Class 46 contains 1951 members 
Mstep: Class 47 contains 2253 members 
Mstep: Class 48 contains 3467 members 
Mstep: Class 49 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304312.000000 Penalty: 172113.140625
Iteration 128Q: 50 clusters Score -1.023043e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 2005 members 
Mstep: Class 3 contains 5414 members 
Mstep: Class 4 contains 26683 members 
Mstep: Class 5 contains 1459 members 
Mstep: Class 6 contains 229326 members 
Mstep: Class 7 contains 186880 members 
Mstep: Class 8 contains 206974 members 
Mstep: Class 9 contains 4359 members 
Mstep: Class 10 contains 36036 members 
Mstep: Class 11 contains 2948 members 
Mstep: Class 12 contains 14268 members 
Mstep: Class 13 contains 4951 members 
Mstep: Class 14 contains 57046 members 
Mstep: Class 15 contains 4271 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11784 members 
Mstep: Class 18 contains 7565 members 
Mstep: Class 19 contains 163600 members 
Mstep: Class 20 contains 3368 members 
Mstep: Class 21 contains 4850 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93512 members 
Mstep: Class 24 contains 11025 members 
Mstep: Class 25 contains 2643 members 
Mstep: Class 26 contains 5208 members 
Mstep: Class 27 contains 18530 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5675 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 34343 members 
Mstep: Class 32 contains 3884 members 
Mstep: Class 33 contains 4355 members 
Mstep: Class 34 contains 10120 members 
Mstep: Class 35 contains 2517 members 
Mstep: Class 36 contains 11120 members 
Mstep: Class 37 contains 7182 members 
Mstep: Class 38 contains 13509 members 
Mstep: Class 39 contains 2364 members 
Mstep: Class 40 contains 35494 members 
Mstep: Class 41 contains 1261 members 
Mstep: Class 42 contains 133965 members 
Mstep: Class 43 contains 4599 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3142 members 
Mstep: Class 46 contains 1951 members 
Mstep: Class 47 contains 2253 members 
Mstep: Class 48 contains 3467 members 
Mstep: Class 49 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304248.000000 Penalty: 172113.140625
Iteration 129Q: 50 clusters Score -1.023042e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5432 members 
Mstep: Class 4 contains 26678 members 
Mstep: Class 5 contains 1459 members 
Mstep: Class 6 contains 229341 members 
Mstep: Class 7 contains 186858 members 
Mstep: Class 8 contains 206958 members 
Mstep: Class 9 contains 4360 members 
Mstep: Class 10 contains 36034 members 
Mstep: Class 11 contains 2952 members 
Mstep: Class 12 contains 14285 members 
Mstep: Class 13 contains 4949 members 
Mstep: Class 14 contains 57058 members 
Mstep: Class 15 contains 4267 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11786 members 
Mstep: Class 18 contains 7567 members 
Mstep: Class 19 contains 163603 members 
Mstep: Class 20 contains 3386 members 
Mstep: Class 21 contains 4849 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93513 members 
Mstep: Class 24 contains 11065 members 
Mstep: Class 25 contains 2643 members 
Mstep: Class 26 contains 5233 members 
Mstep: Class 27 contains 18530 members 
Mstep: Class 28 contains 2509 members 
Mstep: Class 29 contains 5675 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 34326 members 
Mstep: Class 32 contains 3889 members 
Mstep: Class 33 contains 4355 members 
Mstep: Class 34 contains 10112 members 
Mstep: Class 35 contains 2516 members 
Mstep: Class 36 contains 11109 members 
Mstep: Class 37 contains 7232 members 
Mstep: Class 38 contains 13448 members 
Mstep: Class 39 contains 2364 members 
Mstep: Class 40 contains 35484 members 
Mstep: Class 41 contains 1261 members 
Mstep: Class 42 contains 133938 members 
Mstep: Class 43 contains 4597 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3138 members 
Mstep: Class 46 contains 1950 members 
Mstep: Class 47 contains 2252 members 
Mstep: Class 48 contains 3467 members 
Mstep: Class 49 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304280.000000 Penalty: 172113.140625
Iteration 130Q: 50 clusters Score -1.023043e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5456 members 
Mstep: Class 4 contains 26676 members 
Mstep: Class 5 contains 1460 members 
Mstep: Class 6 contains 229368 members 
Mstep: Class 7 contains 186848 members 
Mstep: Class 8 contains 206949 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 36033 members 
Mstep: Class 11 contains 2953 members 
Mstep: Class 12 contains 14300 members 
Mstep: Class 13 contains 4948 members 
Mstep: Class 14 contains 57048 members 
Mstep: Class 15 contains 4263 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11785 members 
Mstep: Class 18 contains 7569 members 
Mstep: Class 19 contains 163606 members 
Mstep: Class 20 contains 3393 members 
Mstep: Class 21 contains 4847 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93513 members 
Mstep: Class 24 contains 11093 members 
Mstep: Class 25 contains 2643 members 
Mstep: Class 26 contains 5252 members 
Mstep: Class 27 contains 18528 members 
Mstep: Class 28 contains 2509 members 
Mstep: Class 29 contains 5674 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 34317 members 
Mstep: Class 32 contains 3891 members 
Mstep: Class 33 contains 4355 members 
Mstep: Class 34 contains 10107 members 
Mstep: Class 35 contains 2516 members 
Mstep: Class 36 contains 11104 members 
Mstep: Class 37 contains 7283 members 
Mstep: Class 38 contains 13391 members 
Mstep: Class 39 contains 2364 members 
Mstep: Class 40 contains 35476 members 
Mstep: Class 41 contains 1261 members 
Mstep: Class 42 contains 133907 members 
Mstep: Class 43 contains 4600 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3136 members 
Mstep: Class 46 contains 1951 members 
Mstep: Class 47 contains 2252 members 
Mstep: Class 48 contains 3467 members 
Mstep: Class 49 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304352.000000 Penalty: 172113.140625
Iteration 131Q: 50 clusters Score -1.023044e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5488 members 
Mstep: Class 4 contains 26673 members 
Mstep: Class 5 contains 1463 members 
Mstep: Class 6 contains 229400 members 
Mstep: Class 7 contains 186839 members 
Mstep: Class 8 contains 206940 members 
Mstep: Class 9 contains 4359 members 
Mstep: Class 10 contains 36032 members 
Mstep: Class 11 contains 2954 members 
Mstep: Class 12 contains 14315 members 
Mstep: Class 13 contains 4947 members 
Mstep: Class 14 contains 57039 members 
Mstep: Class 15 contains 4257 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11785 members 
Mstep: Class 18 contains 7568 members 
Mstep: Class 19 contains 163606 members 
Mstep: Class 20 contains 3407 members 
Mstep: Class 21 contains 4847 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93512 members 
Mstep: Class 24 contains 11115 members 
Mstep: Class 25 contains 2644 members 
Mstep: Class 26 contains 5266 members 
Mstep: Class 27 contains 18521 members 
Mstep: Class 28 contains 2509 members 
Mstep: Class 29 contains 5674 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 34302 members 
Mstep: Class 32 contains 3891 members 
Mstep: Class 33 contains 4355 members 
Mstep: Class 34 contains 10098 members 
Mstep: Class 35 contains 2516 members 
Mstep: Class 36 contains 11097 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 13338 members 
Mstep: Class 39 contains 2364 members 
Mstep: Class 40 contains 35475 members 
Mstep: Class 41 contains 1261 members 
Mstep: Class 42 contains 133872 members 
Mstep: Class 43 contains 4598 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3137 members 
Mstep: Class 46 contains 1952 members 
Mstep: Class 47 contains 2251 members 
Mstep: Class 48 contains 3467 members 
Mstep: Class 49 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304136.000000 Penalty: 172113.140625
Iteration 132Q: 50 clusters Score -1.023041e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5515 members 
Mstep: Class 4 contains 26672 members 
Mstep: Class 5 contains 1467 members 
Mstep: Class 6 contains 229422 members 
Mstep: Class 7 contains 186837 members 
Mstep: Class 8 contains 206936 members 
Mstep: Class 9 contains 4361 members 
Mstep: Class 10 contains 36034 members 
Mstep: Class 11 contains 2954 members 
Mstep: Class 12 contains 14321 members 
Mstep: Class 13 contains 4943 members 
Mstep: Class 14 contains 57021 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11785 members 
Mstep: Class 18 contains 7568 members 
Mstep: Class 19 contains 163614 members 
Mstep: Class 20 contains 3417 members 
Mstep: Class 21 contains 4848 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93505 members 
Mstep: Class 24 contains 11126 members 
Mstep: Class 25 contains 2644 members 
Mstep: Class 26 contains 5285 members 
Mstep: Class 27 contains 18513 members 
Mstep: Class 28 contains 2509 members 
Mstep: Class 29 contains 5674 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 34299 members 
Mstep: Class 32 contains 3891 members 
Mstep: Class 33 contains 4355 members 
Mstep: Class 34 contains 10089 members 
Mstep: Class 35 contains 2515 members 
Mstep: Class 36 contains 11092 members 
Mstep: Class 37 contains 7378 members 
Mstep: Class 38 contains 13304 members 
Mstep: Class 39 contains 2364 members 
Mstep: Class 40 contains 35479 members 
Mstep: Class 41 contains 1261 members 
Mstep: Class 42 contains 133835 members 
Mstep: Class 43 contains 4592 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3135 members 
Mstep: Class 46 contains 1951 members 
Mstep: Class 47 contains 2251 members 
Mstep: Class 48 contains 3467 members 
Mstep: Class 49 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304352.000000 Penalty: 172113.140625
Iteration 133Q: 50 clusters Score -1.023044e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5538 members 
Mstep: Class 4 contains 26670 members 
Mstep: Class 5 contains 1474 members 
Mstep: Class 6 contains 229448 members 
Mstep: Class 7 contains 186835 members 
Mstep: Class 8 contains 206931 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 36031 members 
Mstep: Class 11 contains 2954 members 
Mstep: Class 12 contains 14333 members 
Mstep: Class 13 contains 4942 members 
Mstep: Class 14 contains 57021 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11785 members 
Mstep: Class 18 contains 7568 members 
Mstep: Class 19 contains 163619 members 
Mstep: Class 20 contains 3424 members 
Mstep: Class 21 contains 4849 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93498 members 
Mstep: Class 24 contains 11124 members 
Mstep: Class 25 contains 2644 members 
Mstep: Class 26 contains 5302 members 
Mstep: Class 27 contains 18508 members 
Mstep: Class 28 contains 2510 members 
Mstep: Class 29 contains 5674 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 34300 members 
Mstep: Class 32 contains 3893 members 
Mstep: Class 33 contains 4356 members 
Mstep: Class 34 contains 10080 members 
Mstep: Class 35 contains 2514 members 
Mstep: Class 36 contains 11089 members 
Mstep: Class 37 contains 7417 members 
Mstep: Class 38 contains 13269 members 
Mstep: Class 39 contains 2364 members 
Mstep: Class 40 contains 35484 members 
Mstep: Class 41 contains 1261 members 
Mstep: Class 42 contains 133797 members 
Mstep: Class 43 contains 4588 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3129 members 
Mstep: Class 46 contains 1950 members 
Mstep: Class 47 contains 2250 members 
Mstep: Class 48 contains 3466 members 
Mstep: Class 49 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304336.000000 Penalty: 172113.140625
Iteration 134Q: 50 clusters Score -1.023043e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5559 members 
Mstep: Class 4 contains 26672 members 
Mstep: Class 5 contains 1476 members 
Mstep: Class 6 contains 229467 members 
Mstep: Class 7 contains 186833 members 
Mstep: Class 8 contains 206923 members 
Mstep: Class 9 contains 4361 members 
Mstep: Class 10 contains 36030 members 
Mstep: Class 11 contains 2954 members 
Mstep: Class 12 contains 14342 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 57020 members 
Mstep: Class 15 contains 4257 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11786 members 
Mstep: Class 18 contains 7570 members 
Mstep: Class 19 contains 163625 members 
Mstep: Class 20 contains 3430 members 
Mstep: Class 21 contains 4849 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93491 members 
Mstep: Class 24 contains 11120 members 
Mstep: Class 25 contains 2643 members 
Mstep: Class 26 contains 5317 members 
Mstep: Class 27 contains 18504 members 
Mstep: Class 28 contains 2511 members 
Mstep: Class 29 contains 5675 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 34299 members 
Mstep: Class 32 contains 3896 members 
Mstep: Class 33 contains 4356 members 
Mstep: Class 34 contains 10073 members 
Mstep: Class 35 contains 2514 members 
Mstep: Class 36 contains 11086 members 
Mstep: Class 37 contains 7472 members 
Mstep: Class 38 contains 13240 members 
Mstep: Class 39 contains 2364 members 
Mstep: Class 40 contains 35474 members 
Mstep: Class 41 contains 1261 members 
Mstep: Class 42 contains 133753 members 
Mstep: Class 43 contains 4587 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 3131 members 
Mstep: Class 46 contains 1951 members 
Mstep: Class 47 contains 2250 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304408.000000 Penalty: 172113.140625
Iteration 135Q: 50 clusters Score -1.023044e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5582 members 
Mstep: Class 4 contains 26672 members 
Mstep: Class 5 contains 1478 members 
Mstep: Class 6 contains 229483 members 
Mstep: Class 7 contains 186841 members 
Mstep: Class 8 contains 206916 members 
Mstep: Class 9 contains 4361 members 
Mstep: Class 10 contains 36032 members 
Mstep: Class 11 contains 2954 members 
Mstep: Class 12 contains 14350 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 57025 members 
Mstep: Class 15 contains 4255 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11786 members 
Mstep: Class 18 contains 7570 members 
Mstep: Class 19 contains 163635 members 
Mstep: Class 20 contains 3438 members 
Mstep: Class 21 contains 4851 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93485 members 
Mstep: Class 24 contains 11104 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5330 members 
Mstep: Class 27 contains 18502 members 
Mstep: Class 28 contains 2511 members 
Mstep: Class 29 contains 5674 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 34285 members 
Mstep: Class 32 contains 3898 members 
Mstep: Class 33 contains 4356 members 
Mstep: Class 34 contains 10070 members 
Mstep: Class 35 contains 2514 members 
Mstep: Class 36 contains 11083 members 
Mstep: Class 37 contains 7517 members 
Mstep: Class 38 contains 13213 members 
Mstep: Class 39 contains 2364 members 
Mstep: Class 40 contains 35479 members 
Mstep: Class 41 contains 1261 members 
Mstep: Class 42 contains 133711 members 
Mstep: Class 43 contains 4584 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 3132 members 
Mstep: Class 46 contains 1950 members 
Mstep: Class 47 contains 2248 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304416.000000 Penalty: 172113.140625
Iteration 136Q: 50 clusters Score -1.023044e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5602 members 
Mstep: Class 4 contains 26672 members 
Mstep: Class 5 contains 1487 members 
Mstep: Class 6 contains 229502 members 
Mstep: Class 7 contains 186839 members 
Mstep: Class 8 contains 206911 members 
Mstep: Class 9 contains 4356 members 
Mstep: Class 10 contains 36039 members 
Mstep: Class 11 contains 2954 members 
Mstep: Class 12 contains 14360 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 57021 members 
Mstep: Class 15 contains 4252 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 7573 members 
Mstep: Class 19 contains 163630 members 
Mstep: Class 20 contains 3452 members 
Mstep: Class 21 contains 4853 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93476 members 
Mstep: Class 24 contains 11092 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 5341 members 
Mstep: Class 27 contains 18496 members 
Mstep: Class 28 contains 2512 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 34266 members 
Mstep: Class 32 contains 3899 members 
Mstep: Class 33 contains 4356 members 
Mstep: Class 34 contains 10070 members 
Mstep: Class 35 contains 2514 members 
Mstep: Class 36 contains 11077 members 
Mstep: Class 37 contains 7563 members 
Mstep: Class 38 contains 13191 members 
Mstep: Class 39 contains 2364 members 
Mstep: Class 40 contains 35474 members 
Mstep: Class 41 contains 1261 members 
Mstep: Class 42 contains 133679 members 
Mstep: Class 43 contains 4580 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 3137 members 
Mstep: Class 46 contains 1949 members 
Mstep: Class 47 contains 2247 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304464.000000 Penalty: 172113.140625
Iteration 137Q: 50 clusters Score -1.023045e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5621 members 
Mstep: Class 4 contains 26672 members 
Mstep: Class 5 contains 1496 members 
Mstep: Class 6 contains 229516 members 
Mstep: Class 7 contains 186844 members 
Mstep: Class 8 contains 206905 members 
Mstep: Class 9 contains 4356 members 
Mstep: Class 10 contains 36041 members 
Mstep: Class 11 contains 2954 members 
Mstep: Class 12 contains 14369 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 57016 members 
Mstep: Class 15 contains 4249 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 7577 members 
Mstep: Class 19 contains 163621 members 
Mstep: Class 20 contains 3469 members 
Mstep: Class 21 contains 4853 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93475 members 
Mstep: Class 24 contains 11093 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 5349 members 
Mstep: Class 27 contains 18488 members 
Mstep: Class 28 contains 2512 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 34245 members 
Mstep: Class 32 contains 3902 members 
Mstep: Class 33 contains 4356 members 
Mstep: Class 34 contains 10065 members 
Mstep: Class 35 contains 2514 members 
Mstep: Class 36 contains 11065 members 
Mstep: Class 37 contains 7599 members 
Mstep: Class 38 contains 13166 members 
Mstep: Class 39 contains 2364 members 
Mstep: Class 40 contains 35481 members 
Mstep: Class 41 contains 1261 members 
Mstep: Class 42 contains 133647 members 
Mstep: Class 43 contains 4580 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 3144 members 
Mstep: Class 46 contains 1949 members 
Mstep: Class 47 contains 2245 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304392.000000 Penalty: 172113.140625
Iteration 138Q: 50 clusters Score -1.023044e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5639 members 
Mstep: Class 4 contains 26673 members 
Mstep: Class 5 contains 1505 members 
Mstep: Class 6 contains 229535 members 
Mstep: Class 7 contains 186839 members 
Mstep: Class 8 contains 206902 members 
Mstep: Class 9 contains 4354 members 
Mstep: Class 10 contains 36038 members 
Mstep: Class 11 contains 2953 members 
Mstep: Class 12 contains 14373 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 57016 members 
Mstep: Class 15 contains 4244 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11786 members 
Mstep: Class 18 contains 7578 members 
Mstep: Class 19 contains 163627 members 
Mstep: Class 20 contains 3478 members 
Mstep: Class 21 contains 4854 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93477 members 
Mstep: Class 24 contains 11084 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 5354 members 
Mstep: Class 27 contains 18479 members 
Mstep: Class 28 contains 2512 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 34231 members 
Mstep: Class 32 contains 3901 members 
Mstep: Class 33 contains 4356 members 
Mstep: Class 34 contains 10063 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 11052 members 
Mstep: Class 37 contains 7624 members 
Mstep: Class 38 contains 13147 members 
Mstep: Class 39 contains 2364 members 
Mstep: Class 40 contains 35486 members 
Mstep: Class 41 contains 1260 members 
Mstep: Class 42 contains 133617 members 
Mstep: Class 43 contains 4576 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 3163 members 
Mstep: Class 46 contains 1949 members 
Mstep: Class 47 contains 2242 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304520.000000 Penalty: 172113.140625
Iteration 139Q: 50 clusters Score -1.023045e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5649 members 
Mstep: Class 4 contains 26680 members 
Mstep: Class 5 contains 1526 members 
Mstep: Class 6 contains 229555 members 
Mstep: Class 7 contains 186843 members 
Mstep: Class 8 contains 206902 members 
Mstep: Class 9 contains 4347 members 
Mstep: Class 10 contains 36033 members 
Mstep: Class 11 contains 2952 members 
Mstep: Class 12 contains 14380 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 57015 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11786 members 
Mstep: Class 18 contains 7577 members 
Mstep: Class 19 contains 163619 members 
Mstep: Class 20 contains 3483 members 
Mstep: Class 21 contains 4854 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93479 members 
Mstep: Class 24 contains 11082 members 
Mstep: Class 25 contains 2635 members 
Mstep: Class 26 contains 5356 members 
Mstep: Class 27 contains 18470 members 
Mstep: Class 28 contains 2512 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 34221 members 
Mstep: Class 32 contains 3900 members 
Mstep: Class 33 contains 4356 members 
Mstep: Class 34 contains 10063 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 11043 members 
Mstep: Class 37 contains 7639 members 
Mstep: Class 38 contains 13120 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35478 members 
Mstep: Class 41 contains 1260 members 
Mstep: Class 42 contains 133597 members 
Mstep: Class 43 contains 4572 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 3187 members 
Mstep: Class 46 contains 1949 members 
Mstep: Class 47 contains 2241 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304680.000000 Penalty: 172113.140625
Iteration 140F: 50 clusters Score -1.023047e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5665 members 
Mstep: Class 4 contains 26684 members 
Mstep: Class 5 contains 1547 members 
Mstep: Class 6 contains 229570 members 
Mstep: Class 7 contains 186842 members 
Mstep: Class 8 contains 206903 members 
Mstep: Class 9 contains 4337 members 
Mstep: Class 10 contains 36035 members 
Mstep: Class 11 contains 2952 members 
Mstep: Class 12 contains 14387 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 57016 members 
Mstep: Class 15 contains 4231 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11786 members 
Mstep: Class 18 contains 7579 members 
Mstep: Class 19 contains 163615 members 
Mstep: Class 20 contains 3487 members 
Mstep: Class 21 contains 4852 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93480 members 
Mstep: Class 24 contains 11068 members 
Mstep: Class 25 contains 2637 members 
Mstep: Class 26 contains 5359 members 
Mstep: Class 27 contains 18464 members 
Mstep: Class 28 contains 2513 members 
Mstep: Class 29 contains 5674 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 34198 members 
Mstep: Class 32 contains 3900 members 
Mstep: Class 33 contains 4356 members 
Mstep: Class 34 contains 10065 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 11027 members 
Mstep: Class 37 contains 7662 members 
Mstep: Class 38 contains 13101 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35478 members 
Mstep: Class 41 contains 1260 members 
Mstep: Class 42 contains 133573 members 
Mstep: Class 43 contains 4572 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 3213 members 
Mstep: Class 46 contains 1949 members 
Mstep: Class 47 contains 2240 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304632.000000 Penalty: 172113.140625
Iteration 141Q: 50 clusters Score -1.023046e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 26684 members 
Mstep: Class 5 contains 1557 members 
Mstep: Class 6 contains 229590 members 
Mstep: Class 7 contains 186840 members 
Mstep: Class 8 contains 206901 members 
Mstep: Class 9 contains 4333 members 
Mstep: Class 10 contains 36045 members 
Mstep: Class 11 contains 2952 members 
Mstep: Class 12 contains 14396 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 57019 members 
Mstep: Class 15 contains 4234 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11786 members 
Mstep: Class 18 contains 7580 members 
Mstep: Class 19 contains 163615 members 
Mstep: Class 20 contains 3495 members 
Mstep: Class 21 contains 4854 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93475 members 
Mstep: Class 24 contains 11055 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 5360 members 
Mstep: Class 27 contains 18454 members 
Mstep: Class 28 contains 2513 members 
Mstep: Class 29 contains 5674 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 34174 members 
Mstep: Class 32 contains 3900 members 
Mstep: Class 33 contains 4356 members 
Mstep: Class 34 contains 10064 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 11014 members 
Mstep: Class 37 contains 7709 members 
Mstep: Class 38 contains 13084 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35482 members 
Mstep: Class 41 contains 1260 members 
Mstep: Class 42 contains 133532 members 
Mstep: Class 43 contains 4575 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 3221 members 
Mstep: Class 46 contains 1949 members 
Mstep: Class 47 contains 2238 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304856.000000 Penalty: 172113.140625
Iteration 142Q: 50 clusters Score -1.023049e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5687 members 
Mstep: Class 4 contains 26686 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 229612 members 
Mstep: Class 7 contains 186836 members 
Mstep: Class 8 contains 206900 members 
Mstep: Class 9 contains 4329 members 
Mstep: Class 10 contains 36059 members 
Mstep: Class 11 contains 2952 members 
Mstep: Class 12 contains 14405 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 57023 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11786 members 
Mstep: Class 18 contains 7583 members 
Mstep: Class 19 contains 163615 members 
Mstep: Class 20 contains 3501 members 
Mstep: Class 21 contains 4855 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93481 members 
Mstep: Class 24 contains 11029 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 5359 members 
Mstep: Class 27 contains 18451 members 
Mstep: Class 28 contains 2512 members 
Mstep: Class 29 contains 5674 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 34139 members 
Mstep: Class 32 contains 3900 members 
Mstep: Class 33 contains 4356 members 
Mstep: Class 34 contains 10063 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 11002 members 
Mstep: Class 37 contains 7763 members 
Mstep: Class 38 contains 13069 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35484 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133485 members 
Mstep: Class 43 contains 4575 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 3233 members 
Mstep: Class 46 contains 1948 members 
Mstep: Class 47 contains 2238 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304720.000000 Penalty: 172113.140625
Iteration 143Q: 50 clusters Score -1.023047e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5694 members 
Mstep: Class 4 contains 26689 members 
Mstep: Class 5 contains 1563 members 
Mstep: Class 6 contains 229636 members 
Mstep: Class 7 contains 186838 members 
Mstep: Class 8 contains 206900 members 
Mstep: Class 9 contains 4326 members 
Mstep: Class 10 contains 36061 members 
Mstep: Class 11 contains 2952 members 
Mstep: Class 12 contains 14410 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 57036 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11786 members 
Mstep: Class 18 contains 7583 members 
Mstep: Class 19 contains 163615 members 
Mstep: Class 20 contains 3507 members 
Mstep: Class 21 contains 4857 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93474 members 
Mstep: Class 24 contains 11018 members 
Mstep: Class 25 contains 2635 members 
Mstep: Class 26 contains 5361 members 
Mstep: Class 27 contains 18449 members 
Mstep: Class 28 contains 2512 members 
Mstep: Class 29 contains 5674 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 34111 members 
Mstep: Class 32 contains 3901 members 
Mstep: Class 33 contains 4357 members 
Mstep: Class 34 contains 10059 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10995 members 
Mstep: Class 37 contains 7813 members 
Mstep: Class 38 contains 13058 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35489 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133440 members 
Mstep: Class 43 contains 4571 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 3240 members 
Mstep: Class 46 contains 1948 members 
Mstep: Class 47 contains 2238 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304504.000000 Penalty: 172113.140625
Iteration 144Q: 50 clusters Score -1.023045e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5699 members 
Mstep: Class 4 contains 26691 members 
Mstep: Class 5 contains 1566 members 
Mstep: Class 6 contains 229654 members 
Mstep: Class 7 contains 186835 members 
Mstep: Class 8 contains 206900 members 
Mstep: Class 9 contains 4325 members 
Mstep: Class 10 contains 36077 members 
Mstep: Class 11 contains 2953 members 
Mstep: Class 12 contains 14413 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 57049 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7582 members 
Mstep: Class 19 contains 163618 members 
Mstep: Class 20 contains 3509 members 
Mstep: Class 21 contains 4859 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93474 members 
Mstep: Class 24 contains 11010 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 5361 members 
Mstep: Class 27 contains 18444 members 
Mstep: Class 28 contains 2512 members 
Mstep: Class 29 contains 5674 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 34081 members 
Mstep: Class 32 contains 3901 members 
Mstep: Class 33 contains 4358 members 
Mstep: Class 34 contains 10059 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10981 members 
Mstep: Class 37 contains 7874 members 
Mstep: Class 38 contains 13049 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35491 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133385 members 
Mstep: Class 43 contains 4570 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 3249 members 
Mstep: Class 46 contains 1948 members 
Mstep: Class 47 contains 2235 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304624.000000 Penalty: 172113.140625
Iteration 145Q: 50 clusters Score -1.023046e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5708 members 
Mstep: Class 4 contains 26691 members 
Mstep: Class 5 contains 1567 members 
Mstep: Class 6 contains 229669 members 
Mstep: Class 7 contains 186836 members 
Mstep: Class 8 contains 206905 members 
Mstep: Class 9 contains 4323 members 
Mstep: Class 10 contains 36089 members 
Mstep: Class 11 contains 2952 members 
Mstep: Class 12 contains 14418 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 57063 members 
Mstep: Class 15 contains 4236 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11789 members 
Mstep: Class 18 contains 7582 members 
Mstep: Class 19 contains 163624 members 
Mstep: Class 20 contains 3512 members 
Mstep: Class 21 contains 4859 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93468 members 
Mstep: Class 24 contains 11008 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 5363 members 
Mstep: Class 27 contains 18435 members 
Mstep: Class 28 contains 2512 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 34048 members 
Mstep: Class 32 contains 3901 members 
Mstep: Class 33 contains 4357 members 
Mstep: Class 34 contains 10058 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10969 members 
Mstep: Class 37 contains 7925 members 
Mstep: Class 38 contains 13036 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35494 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133346 members 
Mstep: Class 43 contains 4570 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 3255 members 
Mstep: Class 46 contains 1948 members 
Mstep: Class 47 contains 2234 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304792.000000 Penalty: 172113.140625
Iteration 146Q: 50 clusters Score -1.023048e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5711 members 
Mstep: Class 4 contains 26690 members 
Mstep: Class 5 contains 1570 members 
Mstep: Class 6 contains 229688 members 
Mstep: Class 7 contains 186836 members 
Mstep: Class 8 contains 206900 members 
Mstep: Class 9 contains 4321 members 
Mstep: Class 10 contains 36110 members 
Mstep: Class 11 contains 2952 members 
Mstep: Class 12 contains 14426 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 57063 members 
Mstep: Class 15 contains 4236 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11789 members 
Mstep: Class 18 contains 7584 members 
Mstep: Class 19 contains 163626 members 
Mstep: Class 20 contains 3514 members 
Mstep: Class 21 contains 4859 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93471 members 
Mstep: Class 24 contains 11013 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 5364 members 
Mstep: Class 27 contains 18436 members 
Mstep: Class 28 contains 2512 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 34014 members 
Mstep: Class 32 contains 3901 members 
Mstep: Class 33 contains 4357 members 
Mstep: Class 34 contains 10049 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10960 members 
Mstep: Class 37 contains 7962 members 
Mstep: Class 38 contains 13026 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35497 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133309 members 
Mstep: Class 43 contains 4568 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 3261 members 
Mstep: Class 46 contains 1948 members 
Mstep: Class 47 contains 2234 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304728.000000 Penalty: 172113.140625
Iteration 147Q: 50 clusters Score -1.023047e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5715 members 
Mstep: Class 4 contains 26688 members 
Mstep: Class 5 contains 1570 members 
Mstep: Class 6 contains 229711 members 
Mstep: Class 7 contains 186832 members 
Mstep: Class 8 contains 206896 members 
Mstep: Class 9 contains 4319 members 
Mstep: Class 10 contains 36129 members 
Mstep: Class 11 contains 2952 members 
Mstep: Class 12 contains 14431 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 57066 members 
Mstep: Class 15 contains 4234 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11789 members 
Mstep: Class 18 contains 7588 members 
Mstep: Class 19 contains 163635 members 
Mstep: Class 20 contains 3518 members 
Mstep: Class 21 contains 4860 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93471 members 
Mstep: Class 24 contains 11011 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 5366 members 
Mstep: Class 27 contains 18437 members 
Mstep: Class 28 contains 2512 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33976 members 
Mstep: Class 32 contains 3901 members 
Mstep: Class 33 contains 4357 members 
Mstep: Class 34 contains 10042 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10953 members 
Mstep: Class 37 contains 8003 members 
Mstep: Class 38 contains 13017 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35495 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133280 members 
Mstep: Class 43 contains 4569 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 3261 members 
Mstep: Class 46 contains 1948 members 
Mstep: Class 47 contains 2234 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304776.000000 Penalty: 172113.140625
Iteration 148Q: 50 clusters Score -1.023048e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5719 members 
Mstep: Class 4 contains 26688 members 
Mstep: Class 5 contains 1570 members 
Mstep: Class 6 contains 229735 members 
Mstep: Class 7 contains 186834 members 
Mstep: Class 8 contains 206891 members 
Mstep: Class 9 contains 4320 members 
Mstep: Class 10 contains 36141 members 
Mstep: Class 11 contains 2952 members 
Mstep: Class 12 contains 14435 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 57066 members 
Mstep: Class 15 contains 4234 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11789 members 
Mstep: Class 18 contains 7589 members 
Mstep: Class 19 contains 163638 members 
Mstep: Class 20 contains 3523 members 
Mstep: Class 21 contains 4861 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93470 members 
Mstep: Class 24 contains 11011 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 5368 members 
Mstep: Class 27 contains 18436 members 
Mstep: Class 28 contains 2510 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33956 members 
Mstep: Class 32 contains 3901 members 
Mstep: Class 33 contains 4357 members 
Mstep: Class 34 contains 10040 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10942 members 
Mstep: Class 37 contains 8035 members 
Mstep: Class 38 contains 13007 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35494 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133258 members 
Mstep: Class 43 contains 4564 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 3266 members 
Mstep: Class 46 contains 1948 members 
Mstep: Class 47 contains 2232 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102305000.000000 Penalty: 172113.140625
Iteration 149Q: 50 clusters Score -1.02305e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5722 members 
Mstep: Class 4 contains 26687 members 
Mstep: Class 5 contains 1570 members 
Mstep: Class 6 contains 229748 members 
Mstep: Class 7 contains 186831 members 
Mstep: Class 8 contains 206886 members 
Mstep: Class 9 contains 4319 members 
Mstep: Class 10 contains 36151 members 
Mstep: Class 11 contains 2953 members 
Mstep: Class 12 contains 14436 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 57068 members 
Mstep: Class 15 contains 4233 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11789 members 
Mstep: Class 18 contains 7592 members 
Mstep: Class 19 contains 163644 members 
Mstep: Class 20 contains 3530 members 
Mstep: Class 21 contains 4861 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93472 members 
Mstep: Class 24 contains 11014 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 5367 members 
Mstep: Class 27 contains 18432 members 
Mstep: Class 28 contains 2510 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33938 members 
Mstep: Class 32 contains 3901 members 
Mstep: Class 33 contains 4357 members 
Mstep: Class 34 contains 10033 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10936 members 
Mstep: Class 37 contains 8065 members 
Mstep: Class 38 contains 13000 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35494 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133238 members 
Mstep: Class 43 contains 4564 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 3267 members 
Mstep: Class 46 contains 1949 members 
Mstep: Class 47 contains 2230 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304984.000000 Penalty: 172113.140625
Iteration 150Q: 50 clusters Score -1.02305e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5724 members 
Mstep: Class 4 contains 26686 members 
Mstep: Class 5 contains 1570 members 
Mstep: Class 6 contains 229768 members 
Mstep: Class 7 contains 186831 members 
Mstep: Class 8 contains 206880 members 
Mstep: Class 9 contains 4319 members 
Mstep: Class 10 contains 36158 members 
Mstep: Class 11 contains 2952 members 
Mstep: Class 12 contains 14436 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 57075 members 
Mstep: Class 15 contains 4233 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11790 members 
Mstep: Class 18 contains 7594 members 
Mstep: Class 19 contains 163646 members 
Mstep: Class 20 contains 3528 members 
Mstep: Class 21 contains 4861 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93468 members 
Mstep: Class 24 contains 11016 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 5368 members 
Mstep: Class 27 contains 18435 members 
Mstep: Class 28 contains 2510 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33913 members 
Mstep: Class 32 contains 3902 members 
Mstep: Class 33 contains 4357 members 
Mstep: Class 34 contains 10028 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10931 members 
Mstep: Class 37 contains 8102 members 
Mstep: Class 38 contains 12992 members 
Mstep: Class 39 contains 2366 members 
Mstep: Class 40 contains 35489 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133219 members 
Mstep: Class 43 contains 4566 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 3269 members 
Mstep: Class 46 contains 1949 members 
Mstep: Class 47 contains 2230 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102305040.000000 Penalty: 172113.140625
Iteration 151Q: 50 clusters Score -1.02305e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5728 members 
Mstep: Class 4 contains 26686 members 
Mstep: Class 5 contains 1570 members 
Mstep: Class 6 contains 229780 members 
Mstep: Class 7 contains 186830 members 
Mstep: Class 8 contains 206878 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36163 members 
Mstep: Class 11 contains 2952 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 57084 members 
Mstep: Class 15 contains 4233 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11789 members 
Mstep: Class 18 contains 7594 members 
Mstep: Class 19 contains 163650 members 
Mstep: Class 20 contains 3530 members 
Mstep: Class 21 contains 4861 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93468 members 
Mstep: Class 24 contains 11019 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 5366 members 
Mstep: Class 27 contains 18435 members 
Mstep: Class 28 contains 2509 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33890 members 
Mstep: Class 32 contains 3902 members 
Mstep: Class 33 contains 4357 members 
Mstep: Class 34 contains 10022 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10925 members 
Mstep: Class 37 contains 8130 members 
Mstep: Class 38 contains 12989 members 
Mstep: Class 39 contains 2366 members 
Mstep: Class 40 contains 35488 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133203 members 
Mstep: Class 43 contains 4567 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 3272 members 
Mstep: Class 46 contains 1949 members 
Mstep: Class 47 contains 2229 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304928.000000 Penalty: 172113.140625
Iteration 152Q: 50 clusters Score -1.023049e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5734 members 
Mstep: Class 4 contains 26686 members 
Mstep: Class 5 contains 1570 members 
Mstep: Class 6 contains 229786 members 
Mstep: Class 7 contains 186827 members 
Mstep: Class 8 contains 206876 members 
Mstep: Class 9 contains 4314 members 
Mstep: Class 10 contains 36177 members 
Mstep: Class 11 contains 2952 members 
Mstep: Class 12 contains 14443 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 57088 members 
Mstep: Class 15 contains 4232 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7595 members 
Mstep: Class 19 contains 163654 members 
Mstep: Class 20 contains 3530 members 
Mstep: Class 21 contains 4863 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93467 members 
Mstep: Class 24 contains 11018 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 5366 members 
Mstep: Class 27 contains 18435 members 
Mstep: Class 28 contains 2509 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33869 members 
Mstep: Class 32 contains 3902 members 
Mstep: Class 33 contains 4357 members 
Mstep: Class 34 contains 10017 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10919 members 
Mstep: Class 37 contains 8157 members 
Mstep: Class 38 contains 12977 members 
Mstep: Class 39 contains 2366 members 
Mstep: Class 40 contains 35495 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133181 members 
Mstep: Class 43 contains 4568 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 3274 members 
Mstep: Class 46 contains 1949 members 
Mstep: Class 47 contains 2229 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304960.000000 Penalty: 172113.140625
Iteration 153Q: 50 clusters Score -1.02305e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5738 members 
Mstep: Class 4 contains 26686 members 
Mstep: Class 5 contains 1571 members 
Mstep: Class 6 contains 229798 members 
Mstep: Class 7 contains 186825 members 
Mstep: Class 8 contains 206879 members 
Mstep: Class 9 contains 4314 members 
Mstep: Class 10 contains 36177 members 
Mstep: Class 11 contains 2952 members 
Mstep: Class 12 contains 14449 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 57093 members 
Mstep: Class 15 contains 4232 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7599 members 
Mstep: Class 19 contains 163659 members 
Mstep: Class 20 contains 3528 members 
Mstep: Class 21 contains 4865 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93460 members 
Mstep: Class 24 contains 11017 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 5366 members 
Mstep: Class 27 contains 18434 members 
Mstep: Class 28 contains 2509 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33850 members 
Mstep: Class 32 contains 3903 members 
Mstep: Class 33 contains 4357 members 
Mstep: Class 34 contains 10014 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10913 members 
Mstep: Class 37 contains 8185 members 
Mstep: Class 38 contains 12964 members 
Mstep: Class 39 contains 2366 members 
Mstep: Class 40 contains 35498 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133166 members 
Mstep: Class 43 contains 4568 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 3275 members 
Mstep: Class 46 contains 1949 members 
Mstep: Class 47 contains 2229 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304872.000000 Penalty: 172113.140625
Iteration 154Q: 50 clusters Score -1.023049e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5737 members 
Mstep: Class 4 contains 26685 members 
Mstep: Class 5 contains 1572 members 
Mstep: Class 6 contains 229812 members 
Mstep: Class 7 contains 186821 members 
Mstep: Class 8 contains 206878 members 
Mstep: Class 9 contains 4314 members 
Mstep: Class 10 contains 36177 members 
Mstep: Class 11 contains 2952 members 
Mstep: Class 12 contains 14461 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 57100 members 
Mstep: Class 15 contains 4229 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7601 members 
Mstep: Class 19 contains 163661 members 
Mstep: Class 20 contains 3527 members 
Mstep: Class 21 contains 4866 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93460 members 
Mstep: Class 24 contains 11023 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 5366 members 
Mstep: Class 27 contains 18435 members 
Mstep: Class 28 contains 2509 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33830 members 
Mstep: Class 32 contains 3902 members 
Mstep: Class 33 contains 4357 members 
Mstep: Class 34 contains 10008 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10913 members 
Mstep: Class 37 contains 8205 members 
Mstep: Class 38 contains 12945 members 
Mstep: Class 39 contains 2366 members 
Mstep: Class 40 contains 35501 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133157 members 
Mstep: Class 43 contains 4568 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 3275 members 
Mstep: Class 46 contains 1949 members 
Mstep: Class 47 contains 2229 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304848.000000 Penalty: 172113.140625
Iteration 155Q: 50 clusters Score -1.023048e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5737 members 
Mstep: Class 4 contains 26685 members 
Mstep: Class 5 contains 1572 members 
Mstep: Class 6 contains 229829 members 
Mstep: Class 7 contains 186821 members 
Mstep: Class 8 contains 206878 members 
Mstep: Class 9 contains 4314 members 
Mstep: Class 10 contains 36175 members 
Mstep: Class 11 contains 2952 members 
Mstep: Class 12 contains 14481 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 57100 members 
Mstep: Class 15 contains 4227 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 7603 members 
Mstep: Class 19 contains 163659 members 
Mstep: Class 20 contains 3525 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93458 members 
Mstep: Class 24 contains 11027 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 5366 members 
Mstep: Class 27 contains 18436 members 
Mstep: Class 28 contains 2509 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33815 members 
Mstep: Class 32 contains 3901 members 
Mstep: Class 33 contains 4357 members 
Mstep: Class 34 contains 10004 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10915 members 
Mstep: Class 37 contains 8228 members 
Mstep: Class 38 contains 12922 members 
Mstep: Class 39 contains 2366 members 
Mstep: Class 40 contains 35500 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133145 members 
Mstep: Class 43 contains 4567 members 
Mstep: Class 44 contains 1514 members 
Mstep: Class 45 contains 3275 members 
Mstep: Class 46 contains 1949 members 
Mstep: Class 47 contains 2229 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304744.000000 Penalty: 172113.140625
Iteration 156Q: 50 clusters Score -1.023047e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5736 members 
Mstep: Class 4 contains 26686 members 
Mstep: Class 5 contains 1572 members 
Mstep: Class 6 contains 229845 members 
Mstep: Class 7 contains 186818 members 
Mstep: Class 8 contains 206877 members 
Mstep: Class 9 contains 4314 members 
Mstep: Class 10 contains 36172 members 
Mstep: Class 11 contains 2952 members 
Mstep: Class 12 contains 14495 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 57105 members 
Mstep: Class 15 contains 4225 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 7606 members 
Mstep: Class 19 contains 163660 members 
Mstep: Class 20 contains 3526 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93457 members 
Mstep: Class 24 contains 11028 members 
Mstep: Class 25 contains 2633 members 
Mstep: Class 26 contains 5367 members 
Mstep: Class 27 contains 18436 members 
Mstep: Class 28 contains 2509 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33807 members 
Mstep: Class 32 contains 3902 members 
Mstep: Class 33 contains 4358 members 
Mstep: Class 34 contains 10001 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10916 members 
Mstep: Class 37 contains 8240 members 
Mstep: Class 38 contains 12901 members 
Mstep: Class 39 contains 2366 members 
Mstep: Class 40 contains 35504 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133132 members 
Mstep: Class 43 contains 4567 members 
Mstep: Class 44 contains 1515 members 
Mstep: Class 45 contains 3275 members 
Mstep: Class 46 contains 1949 members 
Mstep: Class 47 contains 2229 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304800.000000 Penalty: 172113.140625
Iteration 157Q: 50 clusters Score -1.023048e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5736 members 
Mstep: Class 4 contains 26685 members 
Mstep: Class 5 contains 1572 members 
Mstep: Class 6 contains 229865 members 
Mstep: Class 7 contains 186816 members 
Mstep: Class 8 contains 206876 members 
Mstep: Class 9 contains 4314 members 
Mstep: Class 10 contains 36172 members 
Mstep: Class 11 contains 2951 members 
Mstep: Class 12 contains 14510 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 57105 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11786 members 
Mstep: Class 18 contains 7608 members 
Mstep: Class 19 contains 163659 members 
Mstep: Class 20 contains 3528 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93454 members 
Mstep: Class 24 contains 11031 members 
Mstep: Class 25 contains 2634 members 
Mstep: Class 26 contains 5369 members 
Mstep: Class 27 contains 18435 members 
Mstep: Class 28 contains 2509 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33800 members 
Mstep: Class 32 contains 3902 members 
Mstep: Class 33 contains 4359 members 
Mstep: Class 34 contains 9997 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10915 members 
Mstep: Class 37 contains 8248 members 
Mstep: Class 38 contains 12882 members 
Mstep: Class 39 contains 2366 members 
Mstep: Class 40 contains 35505 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133125 members 
Mstep: Class 43 contains 4565 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3277 members 
Mstep: Class 46 contains 1950 members 
Mstep: Class 47 contains 2228 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102305016.000000 Penalty: 172113.140625
Iteration 158Q: 50 clusters Score -1.02305e+08 nChanged 106
Entering ConstructFrom: 
Score: -102305016.000000 Penalty: 172113.140625
Entering ConstructFrom: 
Trying to split cluster 1 (19818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Entering Unmasked Estep 
Score: -1468554.000000 Penalty: 2453.797852
	Iteration 0F: 2 clusters Score -1468554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1454720.500000 Penalty: 4907.595703
	Iteration 0F: 3 clusters Score -1454720 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1459326.250000 Penalty: 4907.595703
	Iteration 1F: 3 clusters Score -1459326 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1459760.875000 Penalty: 4907.595703
	Iteration 2F: 3 clusters Score -1459761 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1460245.375000 Penalty: 4907.595703
	Iteration 3Q: 3 clusters Score -1460245 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1460953.125000 Penalty: 4907.595703
	Iteration 4F: 3 clusters Score -1460953 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1461880.875000 Penalty: 4907.595703
	Iteration 5F: 3 clusters Score -1461881 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1462948.000000 Penalty: 4907.595703
	Iteration 6F: 3 clusters Score -1462948 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1463892.125000 Penalty: 4907.595703
	Iteration 7F: 3 clusters Score -1463892 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1464622.375000 Penalty: 4907.595703
	Iteration 8F: 3 clusters Score -1464622 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1465297.875000 Penalty: 4907.595703
	Iteration 9Q: 3 clusters Score -1465298 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1465882.250000 Penalty: 4907.595703
	Iteration 10Q: 3 clusters Score -1465882 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1466452.125000 Penalty: 4907.595703
	Iteration 11Q: 3 clusters Score -1466452 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -1467023.875000 Penalty: 4907.595703
	Iteration 12Q: 3 clusters Score -1467024 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1467555.750000 Penalty: 4907.595703
	Iteration 13Q: 3 clusters Score -1467556 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -1467998.000000 Penalty: 4907.595703
	Iteration 14Q: 3 clusters Score -1467998 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1468205.625000 Penalty: 4907.595703
	Iteration 15Q: 3 clusters Score -1468206 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -1468295.375000 Penalty: 4907.595703
	Iteration 16Q: 3 clusters Score -1468295 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -1468334.125000 Penalty: 4907.595703
	Iteration 17Q: 3 clusters Score -1468334 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -1468353.000000 Penalty: 4907.595703
	Iteration 18Q: 3 clusters Score -1468353 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -1468363.125000 Penalty: 4907.595703
	Iteration 19Q: 3 clusters Score -1468363 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -1468370.500000 Penalty: 4907.595703
	Iteration 20F: 3 clusters Score -1468370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -1468377.000000 Penalty: 4907.595703
	Iteration 21Q: 3 clusters Score -1468377 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -1468387.625000 Penalty: 4907.595703
	Iteration 22Q: 3 clusters Score -1468388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -1468392.500000 Penalty: 4907.595703
	Iteration 23Q: 3 clusters Score -1468392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -1468397.250000 Penalty: 4907.595703
	Iteration 24Q: 3 clusters Score -1468397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1468401.625000 Penalty: 4907.595703
	Iteration 25Q: 3 clusters Score -1468402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -1468406.125000 Penalty: 4907.595703
	Iteration 26Q: 3 clusters Score -1468406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1468407.000000 Penalty: 4907.595703
	Iteration 27Q: 3 clusters Score -1468407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -1468403.000000 Penalty: 4907.595703
	Iteration 28Q: 3 clusters Score -1468403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -1468402.875000 Penalty: 4907.595703
	Iteration 29Q: 3 clusters Score -1468403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1468404.250000 Penalty: 4907.595703
	Iteration 30Q: 3 clusters Score -1468404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -1468405.375000 Penalty: 4907.595703
	Iteration 31Q: 3 clusters Score -1468405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -1468402.625000 Penalty: 4907.595703
	Iteration 32Q: 3 clusters Score -1468403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -1468405.375000 Penalty: 4907.595703
	Iteration 33Q: 3 clusters Score -1468405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -1468407.125000 Penalty: 4907.595703
	Iteration 34Q: 3 clusters Score -1468407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -1468404.375000 Penalty: 4907.595703
	Iteration 35Q: 3 clusters Score -1468404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -1468406.250000 Penalty: 4907.595703
	Iteration 36Q: 3 clusters Score -1468406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1468407.250000 Penalty: 4907.595703
	Iteration 37Q: 3 clusters Score -1468407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -1468408.250000 Penalty: 4907.595703
	Iteration 38Q: 3 clusters Score -1468408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -1468409.875000 Penalty: 4907.595703
	Iteration 39Q: 3 clusters Score -1468410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1468407.750000 Penalty: 4907.595703
	Iteration 40F: 3 clusters Score -1468408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1468409.000000 Penalty: 4907.595703
	Iteration 41Q: 3 clusters Score -1468409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1468409.000000 Penalty: 4907.595703
	Iteration 42F: 3 clusters Score -1468409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Entering Unmasked Estep 
Score: -146056.812500 Penalty: 1885.890259
	Iteration 0F: 2 clusters Score -146056.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -143446.125000 Penalty: 3771.780518
	Iteration 0F: 3 clusters Score -143446.1 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -143918.781250 Penalty: 3771.780518
	Iteration 1F: 3 clusters Score -143918.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -144029.859375 Penalty: 3771.780518
	Iteration 2F: 3 clusters Score -144029.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -144078.515625 Penalty: 3771.780518
	Iteration 3Q: 3 clusters Score -144078.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -144103.250000 Penalty: 3771.780518
	Iteration 4Q: 3 clusters Score -144103.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -144119.968750 Penalty: 3771.780518
	Iteration 5Q: 3 clusters Score -144120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -144127.484375 Penalty: 3771.780518
	Iteration 6Q: 3 clusters Score -144127.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -144133.109375 Penalty: 3771.780518
	Iteration 7Q: 3 clusters Score -144133.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -144138.218750 Penalty: 3771.780518
	Iteration 8Q: 3 clusters Score -144138.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -144143.093750 Penalty: 3771.780518
	Iteration 9Q: 3 clusters Score -144143.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -144147.765625 Penalty: 3771.780518
	Iteration 10Q: 3 clusters Score -144147.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -144152.890625 Penalty: 3771.780518
	Iteration 11Q: 3 clusters Score -144152.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -144159.796875 Penalty: 3771.780518
	Iteration 12Q: 3 clusters Score -144159.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -144161.765625 Penalty: 3771.780518
	Iteration 13Q: 3 clusters Score -144161.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -144164.859375 Penalty: 3771.780518
	Iteration 14Q: 3 clusters Score -144164.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -144165.703125 Penalty: 3771.780518
	Iteration 15Q: 3 clusters Score -144165.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -144165.703125 Penalty: 3771.780518
	Iteration 16F: 3 clusters Score -144165.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -439644.750000 Penalty: 2146.276855
	Iteration 0F: 2 clusters Score -439644.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -434642.687500 Penalty: 4292.553711
	Iteration 0F: 3 clusters Score -434642.7 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -435897.406250 Penalty: 4292.553711
	Iteration 1F: 3 clusters Score -435897.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -436148.000000 Penalty: 4292.553711
	Iteration 2F: 3 clusters Score -436148 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -436302.093750 Penalty: 4292.553711
	Iteration 3F: 3 clusters Score -436302.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -436428.687500 Penalty: 4292.553711
	Iteration 4Q: 3 clusters Score -436428.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -436523.062500 Penalty: 4292.553711
	Iteration 5Q: 3 clusters Score -436523.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -436589.437500 Penalty: 4292.553711
	Iteration 6Q: 3 clusters Score -436589.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -436649.843750 Penalty: 4292.553711
	Iteration 7Q: 3 clusters Score -436649.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -436695.312500 Penalty: 4292.553711
	Iteration 8Q: 3 clusters Score -436695.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -436735.125000 Penalty: 4292.553711
	Iteration 9Q: 3 clusters Score -436735.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -436769.250000 Penalty: 4292.553711
	Iteration 10Q: 3 clusters Score -436769.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -436808.906250 Penalty: 4292.553711
	Iteration 11Q: 3 clusters Score -436808.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -436852.093750 Penalty: 4292.553711
	Iteration 12Q: 3 clusters Score -436852.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -436900.625000 Penalty: 4292.553711
	Iteration 13Q: 3 clusters Score -436900.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -436945.312500 Penalty: 4292.553711
	Iteration 14Q: 3 clusters Score -436945.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -436996.906250 Penalty: 4292.553711
	Iteration 15Q: 3 clusters Score -436996.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -437037.281250 Penalty: 4292.553711
	Iteration 16Q: 3 clusters Score -437037.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -437072.718750 Penalty: 4292.553711
	Iteration 17Q: 3 clusters Score -437072.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -437113.468750 Penalty: 4292.553711
	Iteration 18Q: 3 clusters Score -437113.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -437157.531250 Penalty: 4292.553711
	Iteration 19Q: 3 clusters Score -437157.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -437208.156250 Penalty: 4292.553711
	Iteration 20F: 3 clusters Score -437208.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -437262.343750 Penalty: 4292.553711
	Iteration 21Q: 3 clusters Score -437262.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -437325.718750 Penalty: 4292.553711
	Iteration 22Q: 3 clusters Score -437325.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -437386.218750 Penalty: 4292.553711
	Iteration 23Q: 3 clusters Score -437386.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -437439.218750 Penalty: 4292.553711
	Iteration 24Q: 3 clusters Score -437439.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -437485.406250 Penalty: 4292.553711
	Iteration 25Q: 3 clusters Score -437485.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -437522.781250 Penalty: 4292.553711
	Iteration 26Q: 3 clusters Score -437522.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -437561.843750 Penalty: 4292.553711
	Iteration 27Q: 3 clusters Score -437561.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -437593.281250 Penalty: 4292.553711
	Iteration 28Q: 3 clusters Score -437593.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -437619.906250 Penalty: 4292.553711
	Iteration 29Q: 3 clusters Score -437619.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -437653.312500 Penalty: 4292.553711
	Iteration 30Q: 3 clusters Score -437653.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -437679.187500 Penalty: 4292.553711
	Iteration 31Q: 3 clusters Score -437679.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -437690.406250 Penalty: 4292.553711
	Iteration 32Q: 3 clusters Score -437690.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -437698.562500 Penalty: 4292.553711
	Iteration 33Q: 3 clusters Score -437698.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -437704.000000 Penalty: 4292.553711
	Iteration 34Q: 3 clusters Score -437704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -437709.625000 Penalty: 4292.553711
	Iteration 35Q: 3 clusters Score -437709.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -437715.812500 Penalty: 4292.553711
	Iteration 36Q: 3 clusters Score -437715.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -437721.750000 Penalty: 4292.553711
	Iteration 37Q: 3 clusters Score -437721.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -437726.031250 Penalty: 4292.553711
	Iteration 38Q: 3 clusters Score -437726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -437727.500000 Penalty: 4292.553711
	Iteration 39Q: 3 clusters Score -437727.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -437729.531250 Penalty: 4292.553711
	Iteration 40F: 3 clusters Score -437729.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -437731.250000 Penalty: 4292.553711
	Iteration 41Q: 3 clusters Score -437731.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -437732.500000 Penalty: 4292.553711
	Iteration 42Q: 3 clusters Score -437732.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -437732.500000 Penalty: 4292.553711
	Iteration 43F: 3 clusters Score -437732.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Entering Unmasked Estep 
Score: -1995970.750000 Penalty: 2527.580566
	Iteration 0F: 2 clusters Score -1995971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1977712.500000 Penalty: 5055.161133
	Iteration 0F: 3 clusters Score -1977712 nChanged 11855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1984272.250000 Penalty: 5055.161133
	Iteration 1F: 3 clusters Score -1984272 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1985000.750000 Penalty: 5055.161133
	Iteration 2F: 3 clusters Score -1985001 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1985798.000000 Penalty: 5055.161133
	Iteration 3F: 3 clusters Score -1985798 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1986641.500000 Penalty: 5055.161133
	Iteration 4F: 3 clusters Score -1986642 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1987489.125000 Penalty: 5055.161133
	Iteration 5F: 3 clusters Score -1987489 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1988415.500000 Penalty: 5055.161133
	Iteration 6F: 3 clusters Score -1988416 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1989345.375000 Penalty: 5055.161133
	Iteration 7F: 3 clusters Score -1989345 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1990197.875000 Penalty: 5055.161133
	Iteration 8F: 3 clusters Score -1990198 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1990924.000000 Penalty: 5055.161133
	Iteration 9Q: 3 clusters Score -1990924 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1991517.500000 Penalty: 5055.161133
	Iteration 10Q: 3 clusters Score -1991518 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1991977.750000 Penalty: 5055.161133
	Iteration 11Q: 3 clusters Score -1991978 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1992340.750000 Penalty: 5055.161133
	Iteration 12Q: 3 clusters Score -1992341 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1992638.750000 Penalty: 5055.161133
	Iteration 13Q: 3 clusters Score -1992639 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1992947.625000 Penalty: 5055.161133
	Iteration 14Q: 3 clusters Score -1992948 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1993318.875000 Penalty: 5055.161133
	Iteration 15Q: 3 clusters Score -1993319 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1993614.375000 Penalty: 5055.161133
	Iteration 16Q: 3 clusters Score -1993614 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1993817.250000 Penalty: 5055.161133
	Iteration 17Q: 3 clusters Score -1993817 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1993955.375000 Penalty: 5055.161133
	Iteration 18Q: 3 clusters Score -1993955 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1994078.500000 Penalty: 5055.161133
	Iteration 19Q: 3 clusters Score -1994078 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1994173.750000 Penalty: 5055.161133
	Iteration 20F: 3 clusters Score -1994174 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1994260.125000 Penalty: 5055.161133
	Iteration 21Q: 3 clusters Score -1994260 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1994342.000000 Penalty: 5055.161133
	Iteration 22Q: 3 clusters Score -1994342 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1994399.000000 Penalty: 5055.161133
	Iteration 23Q: 3 clusters Score -1994399 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1994441.875000 Penalty: 5055.161133
	Iteration 24Q: 3 clusters Score -1994442 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1994463.875000 Penalty: 5055.161133
	Iteration 25Q: 3 clusters Score -1994464 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1994478.875000 Penalty: 5055.161133
	Iteration 26Q: 3 clusters Score -1994479 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1994495.625000 Penalty: 5055.161133
	Iteration 27Q: 3 clusters Score -1994496 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1994513.375000 Penalty: 5055.161133
	Iteration 28Q: 3 clusters Score -1994513 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1994517.750000 Penalty: 5055.161133
	Iteration 29Q: 3 clusters Score -1994518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1994514.375000 Penalty: 5055.161133
	Iteration 30Q: 3 clusters Score -1994514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1994517.375000 Penalty: 5055.161133
	Iteration 31Q: 3 clusters Score -1994517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1994516.375000 Penalty: 5055.161133
	Iteration 32Q: 3 clusters Score -1994516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1994515.375000 Penalty: 5055.161133
	Iteration 33Q: 3 clusters Score -1994515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1994517.000000 Penalty: 5055.161133
	Iteration 34Q: 3 clusters Score -1994517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1994515.875000 Penalty: 5055.161133
	Iteration 35Q: 3 clusters Score -1994516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1994515.625000 Penalty: 5055.161133
	Iteration 36Q: 3 clusters Score -1994516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1994519.500000 Penalty: 5055.161133
	Iteration 37Q: 3 clusters Score -1994520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1994520.000000 Penalty: 5055.161133
	Iteration 38Q: 3 clusters Score -1994520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1994524.625000 Penalty: 5055.161133
	Iteration 39Q: 3 clusters Score -1994525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1994524.375000 Penalty: 5055.161133
	Iteration 40F: 3 clusters Score -1994524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1994528.625000 Penalty: 5055.161133
	Iteration 41Q: 3 clusters Score -1994529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1994529.250000 Penalty: 5055.161133
	Iteration 42Q: 3 clusters Score -1994529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1994528.375000 Penalty: 5055.161133
	Iteration 43Q: 3 clusters Score -1994528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1994530.625000 Penalty: 5055.161133
	Iteration 44Q: 3 clusters Score -1994531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1994529.875000 Penalty: 5055.161133
	Iteration 45Q: 3 clusters Score -1994530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1994529.875000 Penalty: 5055.161133
	Iteration 46Q: 3 clusters Score -1994530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1994529.875000 Penalty: 5055.161133
	Iteration 47F: 3 clusters Score -1994530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Entering Unmasked Estep 
Score: -109234.367188 Penalty: 1825.305786
	Iteration 0F: 2 clusters Score -109234.4 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 833 members 
Entering Unmasked Estep 
Score: -106930.476562 Penalty: 3650.611572
	Iteration 0F: 3 clusters Score -106930.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -107343.781250 Penalty: 3650.611572
	Iteration 1F: 3 clusters Score -107343.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -107490.929688 Penalty: 3650.611572
	Iteration 2F: 3 clusters Score -107490.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -107568.406250 Penalty: 3650.611572
	Iteration 3Q: 3 clusters Score -107568.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -107654.742188 Penalty: 3650.611572
	Iteration 4Q: 3 clusters Score -107654.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -107732.171875 Penalty: 3650.611572
	Iteration 5Q: 3 clusters Score -107732.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -107807.593750 Penalty: 3650.611572
	Iteration 6Q: 3 clusters Score -107807.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -107891.546875 Penalty: 3650.611572
	Iteration 7Q: 3 clusters Score -107891.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -107982.882812 Penalty: 3650.611572
	Iteration 8Q: 3 clusters Score -107982.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -108061.367188 Penalty: 3650.611572
	Iteration 9Q: 3 clusters Score -108061.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -108142.664062 Penalty: 3650.611572
	Iteration 10Q: 3 clusters Score -108142.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -108239.953125 Penalty: 3650.611572
	Iteration 11Q: 3 clusters Score -108240 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -108315.070312 Penalty: 3650.611572
	Iteration 12Q: 3 clusters Score -108315.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -108390.156250 Penalty: 3650.611572
	Iteration 13Q: 3 clusters Score -108390.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -108420.093750 Penalty: 3650.611572
	Iteration 14Q: 3 clusters Score -108420.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -108435.484375 Penalty: 3650.611572
	Iteration 15Q: 3 clusters Score -108435.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -108455.609375 Penalty: 3650.611572
	Iteration 16Q: 3 clusters Score -108455.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -108478.382812 Penalty: 3650.611572
	Iteration 17Q: 3 clusters Score -108478.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -108493.585938 Penalty: 3650.611572
	Iteration 18Q: 3 clusters Score -108493.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -108511.500000 Penalty: 3650.611572
	Iteration 19Q: 3 clusters Score -108511.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -108522.093750 Penalty: 3650.611572
	Iteration 20F: 3 clusters Score -108522.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -108527.765625 Penalty: 3650.611572
	Iteration 21Q: 3 clusters Score -108527.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -108529.726562 Penalty: 3650.611572
	Iteration 22Q: 3 clusters Score -108529.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -108530.609375 Penalty: 3650.611572
	Iteration 23Q: 3 clusters Score -108530.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -108530.609375 Penalty: 3650.611572
	Iteration 24F: 3 clusters Score -108530.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (229872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229872 members 
Entering Unmasked Estep 
Score: -17649440.000000 Penalty: 3061.628906
	Iteration 0F: 2 clusters Score -1.764944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114715 members 
Mstep: Class 2 contains 115157 members 
Entering Unmasked Estep 
Score: -17494996.000000 Penalty: 6123.257812
	Iteration 0F: 3 clusters Score -1.7495e+07 nChanged 110842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108373 members 
Mstep: Class 2 contains 121499 members 
Entering Unmasked Estep 
Score: -17560424.000000 Penalty: 6123.257812
	Iteration 1F: 3 clusters Score -1.756042e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104551 members 
Mstep: Class 2 contains 125321 members 
Entering Unmasked Estep 
Score: -17562022.000000 Penalty: 6123.257812
	Iteration 2Q: 3 clusters Score -1.756202e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98687 members 
Mstep: Class 2 contains 131185 members 
Entering Unmasked Estep 
Score: -17564258.000000 Penalty: 6123.257812
	Iteration 3Q: 3 clusters Score -1.756426e+07 nChanged 9775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89752 members 
Mstep: Class 2 contains 140120 members 
Entering Unmasked Estep 
Score: -17568208.000000 Penalty: 6123.257812
	Iteration 4Q: 3 clusters Score -1.756821e+07 nChanged 13387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76711 members 
Mstep: Class 2 contains 153161 members 
Entering Unmasked Estep 
Score: -17575520.000000 Penalty: 6123.257812
	Iteration 5F: 3 clusters Score -1.757552e+07 nChanged 17858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58927 members 
Mstep: Class 2 contains 170945 members 
Entering Unmasked Estep 
Score: -17588972.000000 Penalty: 6123.257812
	Iteration 6F: 3 clusters Score -1.758897e+07 nChanged 21195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 192128 members 
Entering Unmasked Estep 
Score: -17608884.000000 Penalty: 6123.257812
	Iteration 7F: 3 clusters Score -1.760888e+07 nChanged 19149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 211275 members 
Entering Unmasked Estep 
Score: -17628306.000000 Penalty: 6123.257812
	Iteration 8F: 3 clusters Score -1.762831e+07 nChanged 11903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 223178 members 
Entering Unmasked Estep 
Score: -17640582.000000 Penalty: 6123.257812
	Iteration 9F: 3 clusters Score -1.764058e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 227799 members 
Entering Unmasked Estep 
Score: -17644842.000000 Penalty: 6123.257812
	Iteration 10Q: 3 clusters Score -1.764484e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 229145 members 
Entering Unmasked Estep 
Score: -17646110.000000 Penalty: 6123.257812
	Iteration 11Q: 3 clusters Score -1.764611e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 229462 members 
Entering Unmasked Estep 
Score: -17646474.000000 Penalty: 6123.257812
	Iteration 12Q: 3 clusters Score -1.764647e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 229542 members 
Entering Unmasked Estep 
Score: -17646618.000000 Penalty: 6123.257812
	Iteration 13Q: 3 clusters Score -1.764662e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 229569 members 
Entering Unmasked Estep 
Score: -17646692.000000 Penalty: 6123.257812
	Iteration 14Q: 3 clusters Score -1.764669e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 229586 members 
Entering Unmasked Estep 
Score: -17646738.000000 Penalty: 6123.257812
	Iteration 15Q: 3 clusters Score -1.764674e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 229595 members 
Entering Unmasked Estep 
Score: -17646756.000000 Penalty: 6123.257812
	Iteration 16Q: 3 clusters Score -1.764676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 229600 members 
Entering Unmasked Estep 
Score: -17646786.000000 Penalty: 6123.257812
	Iteration 17Q: 3 clusters Score -1.764679e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 229608 members 
Entering Unmasked Estep 
Score: -17646802.000000 Penalty: 6123.257812
	Iteration 18Q: 3 clusters Score -1.76468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 229608 members 
Entering Unmasked Estep 
Score: -17646814.000000 Penalty: 6123.257812
	Iteration 19Q: 3 clusters Score -1.764681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 229609 members 
Entering Unmasked Estep 
Score: -17646820.000000 Penalty: 6123.257812
	Iteration 20F: 3 clusters Score -1.764682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 229611 members 
Entering Unmasked Estep 
Score: -17646832.000000 Penalty: 6123.257812
	Iteration 21Q: 3 clusters Score -1.764683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 229612 members 
Entering Unmasked Estep 
Score: -17646844.000000 Penalty: 6123.257812
	Iteration 22Q: 3 clusters Score -1.764684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 229615 members 
Entering Unmasked Estep 
Score: -17646840.000000 Penalty: 6123.257812
	Iteration 23Q: 3 clusters Score -1.764684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 229618 members 
Entering Unmasked Estep 
Score: -17646840.000000 Penalty: 6123.257812
	Iteration 24Q: 3 clusters Score -1.764684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 229617 members 
Entering Unmasked Estep 
Score: -17646844.000000 Penalty: 6123.257812
	Iteration 25Q: 3 clusters Score -1.764684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 229618 members 
Entering Unmasked Estep 
Score: -17646850.000000 Penalty: 6123.257812
	Iteration 26Q: 3 clusters Score -1.764685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 229618 members 
Entering Unmasked Estep 
Score: -17646850.000000 Penalty: 6123.257812
	Iteration 27Q: 3 clusters Score -1.764685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 229619 members 
Entering Unmasked Estep 
Score: -17646854.000000 Penalty: 6123.257812
	Iteration 28Q: 3 clusters Score -1.764685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 229619 members 
Entering Unmasked Estep 
Score: -17646854.000000 Penalty: 6123.257812
	Iteration 29F: 3 clusters Score -1.764685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (186814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186814 members 
Entering Unmasked Estep 
Score: -14075688.000000 Penalty: 3010.191406
	Iteration 0F: 2 clusters Score -1.407569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93302 members 
Mstep: Class 2 contains 93512 members 
Entering Unmasked Estep 
Score: -13951028.000000 Penalty: 6020.382812
	Iteration 0F: 3 clusters Score -1.395103e+07 nChanged 89238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88932 members 
Mstep: Class 2 contains 97882 members 
Entering Unmasked Estep 
Score: -14003497.000000 Penalty: 6020.382812
	Iteration 1F: 3 clusters Score -1.40035e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85852 members 
Mstep: Class 2 contains 100962 members 
Entering Unmasked Estep 
Score: -14005302.000000 Penalty: 6020.382812
	Iteration 2Q: 3 clusters Score -1.40053e+07 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81162 members 
Mstep: Class 2 contains 105652 members 
Entering Unmasked Estep 
Score: -14008318.000000 Penalty: 6020.382812
	Iteration 3Q: 3 clusters Score -1.400832e+07 nChanged 10062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74248 members 
Mstep: Class 2 contains 112566 members 
Entering Unmasked Estep 
Score: -14013190.000000 Penalty: 6020.382812
	Iteration 4F: 3 clusters Score -1.401319e+07 nChanged 12426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64790 members 
Mstep: Class 2 contains 122024 members 
Entering Unmasked Estep 
Score: -14020758.000000 Penalty: 6020.382812
	Iteration 5F: 3 clusters Score -1.402076e+07 nChanged 13879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 133569 members 
Entering Unmasked Estep 
Score: -14030586.000000 Penalty: 6020.382812
	Iteration 6F: 3 clusters Score -1.403059e+07 nChanged 14237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 146276 members 
Entering Unmasked Estep 
Score: -14041611.000000 Penalty: 6020.382812
	Iteration 7F: 3 clusters Score -1.404161e+07 nChanged 12867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 158421 members 
Entering Unmasked Estep 
Score: -14052435.000000 Penalty: 6020.382812
	Iteration 8F: 3 clusters Score -1.405244e+07 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 168267 members 
Entering Unmasked Estep 
Score: -14061163.000000 Penalty: 6020.382812
	Iteration 9F: 3 clusters Score -1.406116e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 175218 members 
Entering Unmasked Estep 
Score: -14067166.000000 Penalty: 6020.382812
	Iteration 10Q: 3 clusters Score -1.406717e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 179263 members 
Entering Unmasked Estep 
Score: -14070653.000000 Penalty: 6020.382812
	Iteration 11Q: 3 clusters Score -1.407065e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 181334 members 
Entering Unmasked Estep 
Score: -14072574.000000 Penalty: 6020.382812
	Iteration 12Q: 3 clusters Score -1.407257e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 182327 members 
Entering Unmasked Estep 
Score: -14073573.000000 Penalty: 6020.382812
	Iteration 13Q: 3 clusters Score -1.407357e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 182808 members 
Entering Unmasked Estep 
Score: -14074286.000000 Penalty: 6020.382812
	Iteration 14Q: 3 clusters Score -1.407429e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 183101 members 
Entering Unmasked Estep 
Score: -14074611.000000 Penalty: 6020.382812
	Iteration 15Q: 3 clusters Score -1.407461e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 183298 members 
Entering Unmasked Estep 
Score: -14074778.000000 Penalty: 6020.382812
	Iteration 16Q: 3 clusters Score -1.407478e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 183456 members 
Entering Unmasked Estep 
Score: -14074940.000000 Penalty: 6020.382812
	Iteration 17Q: 3 clusters Score -1.407494e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 183560 members 
Entering Unmasked Estep 
Score: -14074997.000000 Penalty: 6020.382812
	Iteration 18Q: 3 clusters Score -1.4075e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 183651 members 
Entering Unmasked Estep 
Score: -14075042.000000 Penalty: 6020.382812
	Iteration 19Q: 3 clusters Score -1.407504e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 183721 members 
Entering Unmasked Estep 
Score: -14075093.000000 Penalty: 6020.382812
	Iteration 20F: 3 clusters Score -1.407509e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 183764 members 
Entering Unmasked Estep 
Score: -14075138.000000 Penalty: 6020.382812
	Iteration 21Q: 3 clusters Score -1.407514e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 183811 members 
Entering Unmasked Estep 
Score: -14075129.000000 Penalty: 6020.382812
	Iteration 22Q: 3 clusters Score -1.407513e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 183836 members 
Entering Unmasked Estep 
Score: -14075141.000000 Penalty: 6020.382812
	Iteration 23Q: 3 clusters Score -1.407514e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 183877 members 
Entering Unmasked Estep 
Score: -14075168.000000 Penalty: 6020.382812
	Iteration 24Q: 3 clusters Score -1.407517e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 183900 members 
Entering Unmasked Estep 
Score: -14075186.000000 Penalty: 6020.382812
	Iteration 25Q: 3 clusters Score -1.407519e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 183911 members 
Entering Unmasked Estep 
Score: -14075195.000000 Penalty: 6020.382812
	Iteration 26Q: 3 clusters Score -1.40752e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 183921 members 
Entering Unmasked Estep 
Score: -14075179.000000 Penalty: 6020.382812
	Iteration 27Q: 3 clusters Score -1.407518e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 183924 members 
Entering Unmasked Estep 
Score: -14075195.000000 Penalty: 6020.382812
	Iteration 28Q: 3 clusters Score -1.40752e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 183930 members 
Entering Unmasked Estep 
Score: -14075186.000000 Penalty: 6020.382812
	Iteration 29Q: 3 clusters Score -1.407519e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 183945 members 
Entering Unmasked Estep 
Score: -14075198.000000 Penalty: 6020.382812
	Iteration 30Q: 3 clusters Score -1.40752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 183953 members 
Entering Unmasked Estep 
Score: -14075194.000000 Penalty: 6020.382812
	Iteration 31Q: 3 clusters Score -1.407519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 183963 members 
Entering Unmasked Estep 
Score: -14075210.000000 Penalty: 6020.382812
	Iteration 32Q: 3 clusters Score -1.407521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 183971 members 
Entering Unmasked Estep 
Score: -14075195.000000 Penalty: 6020.382812
	Iteration 33Q: 3 clusters Score -1.40752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 183981 members 
Entering Unmasked Estep 
Score: -14075185.000000 Penalty: 6020.382812
	Iteration 34Q: 3 clusters Score -1.407518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 183989 members 
Entering Unmasked Estep 
Score: -14075187.000000 Penalty: 6020.382812
	Iteration 35Q: 3 clusters Score -1.407519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 183991 members 
Entering Unmasked Estep 
Score: -14075183.000000 Penalty: 6020.382812
	Iteration 36Q: 3 clusters Score -1.407518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 183993 members 
Entering Unmasked Estep 
Score: -14075162.000000 Penalty: 6020.382812
	Iteration 37Q: 3 clusters Score -1.407516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 183995 members 
Entering Unmasked Estep 
Score: -14075174.000000 Penalty: 6020.382812
	Iteration 38Q: 3 clusters Score -1.407517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 183996 members 
Entering Unmasked Estep 
Score: -14075174.000000 Penalty: 6020.382812
	Iteration 39Q: 3 clusters Score -1.407517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 183996 members 
Entering Unmasked Estep 
Score: -14075174.000000 Penalty: 6020.382812
	Iteration 40F: 3 clusters Score -1.407517e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (206877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206877 members 
Entering Unmasked Estep 
Score: -15476596.000000 Penalty: 3035.490234
	Iteration 0F: 2 clusters Score -1.54766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103543 members 
Mstep: Class 2 contains 103334 members 
Entering Unmasked Estep 
Score: -15337839.000000 Penalty: 6070.980469
	Iteration 0F: 3 clusters Score -1.533784e+07 nChanged 99607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106506 members 
Mstep: Class 2 contains 100371 members 
Entering Unmasked Estep 
Score: -15396133.000000 Penalty: 6070.980469
	Iteration 1F: 3 clusters Score -1.539613e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107930 members 
Mstep: Class 2 contains 98947 members 
Entering Unmasked Estep 
Score: -15397199.000000 Penalty: 6070.980469
	Iteration 2Q: 3 clusters Score -1.53972e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110283 members 
Mstep: Class 2 contains 96594 members 
Entering Unmasked Estep 
Score: -15398751.000000 Penalty: 6070.980469
	Iteration 3Q: 3 clusters Score -1.539875e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113982 members 
Mstep: Class 2 contains 92895 members 
Entering Unmasked Estep 
Score: -15400780.000000 Penalty: 6070.980469
	Iteration 4Q: 3 clusters Score -1.540078e+07 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119718 members 
Mstep: Class 2 contains 87159 members 
Entering Unmasked Estep 
Score: -15403931.000000 Penalty: 6070.980469
	Iteration 5Q: 3 clusters Score -1.540393e+07 nChanged 10692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128038 members 
Mstep: Class 2 contains 78839 members 
Entering Unmasked Estep 
Score: -15409052.000000 Penalty: 6070.980469
	Iteration 6F: 3 clusters Score -1.540905e+07 nChanged 13277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139531 members 
Mstep: Class 2 contains 67346 members 
Entering Unmasked Estep 
Score: -15417180.000000 Penalty: 6070.980469
	Iteration 7F: 3 clusters Score -1.541718e+07 nChanged 15218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153695 members 
Mstep: Class 2 contains 53182 members 
Entering Unmasked Estep 
Score: -15428692.000000 Penalty: 6070.980469
	Iteration 8F: 3 clusters Score -1.542869e+07 nChanged 15454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168671 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -15441615.000000 Penalty: 6070.980469
	Iteration 9F: 3 clusters Score -1.544162e+07 nChanged 13340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181851 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -15453597.000000 Penalty: 6070.980469
	Iteration 10F: 3 clusters Score -1.54536e+07 nChanged 9625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191434 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -15462010.000000 Penalty: 6070.980469
	Iteration 11Q: 3 clusters Score -1.546201e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197515 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -15467270.000000 Penalty: 6070.980469
	Iteration 12Q: 3 clusters Score -1.546727e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201188 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -15470223.000000 Penalty: 6070.980469
	Iteration 13Q: 3 clusters Score -1.547022e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203336 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -15472020.000000 Penalty: 6070.980469
	Iteration 14Q: 3 clusters Score -1.547202e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204499 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -15472926.000000 Penalty: 6070.980469
	Iteration 15Q: 3 clusters Score -1.547293e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205165 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -15473308.000000 Penalty: 6070.980469
	Iteration 16Q: 3 clusters Score -1.547331e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205518 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -15473539.000000 Penalty: 6070.980469
	Iteration 17Q: 3 clusters Score -1.547354e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205731 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -15473662.000000 Penalty: 6070.980469
	Iteration 18Q: 3 clusters Score -1.547366e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205853 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -15473743.000000 Penalty: 6070.980469
	Iteration 19Q: 3 clusters Score -1.547374e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205916 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -15473799.000000 Penalty: 6070.980469
	Iteration 20F: 3 clusters Score -1.54738e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205968 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -15473842.000000 Penalty: 6070.980469
	Iteration 21Q: 3 clusters Score -1.547384e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206015 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -15473888.000000 Penalty: 6070.980469
	Iteration 22Q: 3 clusters Score -1.547389e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206051 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -15473920.000000 Penalty: 6070.980469
	Iteration 23Q: 3 clusters Score -1.547392e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206072 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -15473937.000000 Penalty: 6070.980469
	Iteration 24Q: 3 clusters Score -1.547394e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206097 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -15473974.000000 Penalty: 6070.980469
	Iteration 25Q: 3 clusters Score -1.547397e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206115 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -15473975.000000 Penalty: 6070.980469
	Iteration 26Q: 3 clusters Score -1.547398e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206125 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -15473997.000000 Penalty: 6070.980469
	Iteration 27Q: 3 clusters Score -1.5474e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206139 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -15473997.000000 Penalty: 6070.980469
	Iteration 28Q: 3 clusters Score -1.5474e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206146 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -15473998.000000 Penalty: 6070.980469
	Iteration 29Q: 3 clusters Score -1.5474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206153 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -15474023.000000 Penalty: 6070.980469
	Iteration 30Q: 3 clusters Score -1.547402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206153 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -15474032.000000 Penalty: 6070.980469
	Iteration 31Q: 3 clusters Score -1.547403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206159 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -15474018.000000 Penalty: 6070.980469
	Iteration 32Q: 3 clusters Score -1.547402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206162 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -15474019.000000 Penalty: 6070.980469
	Iteration 33Q: 3 clusters Score -1.547402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206168 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -15474028.000000 Penalty: 6070.980469
	Iteration 34Q: 3 clusters Score -1.547403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206173 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -15474029.000000 Penalty: 6070.980469
	Iteration 35Q: 3 clusters Score -1.547403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206177 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -15474030.000000 Penalty: 6070.980469
	Iteration 36Q: 3 clusters Score -1.547403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206178 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -15474029.000000 Penalty: 6070.980469
	Iteration 37Q: 3 clusters Score -1.547403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206179 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -15474033.000000 Penalty: 6070.980469
	Iteration 38Q: 3 clusters Score -1.547403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206180 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -15474038.000000 Penalty: 6070.980469
	Iteration 39Q: 3 clusters Score -1.547404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206182 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -15474038.000000 Penalty: 6070.980469
	Iteration 40F: 3 clusters Score -1.547404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Entering Unmasked Estep 
Score: -251239.984375 Penalty: 2075.666016
	Iteration 0F: 2 clusters Score -251240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -247181.546875 Penalty: 4151.332031
	Iteration 0F: 3 clusters Score -247181.5 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -248247.796875 Penalty: 4151.332031
	Iteration 1F: 3 clusters Score -248247.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -248544.531250 Penalty: 4151.332031
	Iteration 2F: 3 clusters Score -248544.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -248737.531250 Penalty: 4151.332031
	Iteration 3F: 3 clusters Score -248737.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -248891.750000 Penalty: 4151.332031
	Iteration 4Q: 3 clusters Score -248891.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -249013.531250 Penalty: 4151.332031
	Iteration 5Q: 3 clusters Score -249013.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -249152.828125 Penalty: 4151.332031
	Iteration 6Q: 3 clusters Score -249152.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -249290.609375 Penalty: 4151.332031
	Iteration 7Q: 3 clusters Score -249290.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -249400.875000 Penalty: 4151.332031
	Iteration 8Q: 3 clusters Score -249400.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -249496.843750 Penalty: 4151.332031
	Iteration 9Q: 3 clusters Score -249496.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -249578.515625 Penalty: 4151.332031
	Iteration 10Q: 3 clusters Score -249578.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -249649.718750 Penalty: 4151.332031
	Iteration 11Q: 3 clusters Score -249649.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -249727.312500 Penalty: 4151.332031
	Iteration 12Q: 3 clusters Score -249727.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -249780.953125 Penalty: 4151.332031
	Iteration 13Q: 3 clusters Score -249781 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -249834.625000 Penalty: 4151.332031
	Iteration 14Q: 3 clusters Score -249834.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -249877.718750 Penalty: 4151.332031
	Iteration 15Q: 3 clusters Score -249877.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -249919.937500 Penalty: 4151.332031
	Iteration 16Q: 3 clusters Score -249919.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -249955.890625 Penalty: 4151.332031
	Iteration 17Q: 3 clusters Score -249955.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -249989.203125 Penalty: 4151.332031
	Iteration 18Q: 3 clusters Score -249989.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -250012.421875 Penalty: 4151.332031
	Iteration 19Q: 3 clusters Score -250012.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -250028.562500 Penalty: 4151.332031
	Iteration 20F: 3 clusters Score -250028.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -250043.390625 Penalty: 4151.332031
	Iteration 21Q: 3 clusters Score -250043.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -250054.890625 Penalty: 4151.332031
	Iteration 22Q: 3 clusters Score -250054.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -250069.812500 Penalty: 4151.332031
	Iteration 23Q: 3 clusters Score -250069.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -250087.109375 Penalty: 4151.332031
	Iteration 24Q: 3 clusters Score -250087.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -250097.453125 Penalty: 4151.332031
	Iteration 25Q: 3 clusters Score -250097.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -250106.890625 Penalty: 4151.332031
	Iteration 26Q: 3 clusters Score -250106.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -250118.031250 Penalty: 4151.332031
	Iteration 27Q: 3 clusters Score -250118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -250129.390625 Penalty: 4151.332031
	Iteration 28Q: 3 clusters Score -250129.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -250138.328125 Penalty: 4151.332031
	Iteration 29Q: 3 clusters Score -250138.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -250143.796875 Penalty: 4151.332031
	Iteration 30Q: 3 clusters Score -250143.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -250150.000000 Penalty: 4151.332031
	Iteration 31Q: 3 clusters Score -250150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -250159.734375 Penalty: 4151.332031
	Iteration 32Q: 3 clusters Score -250159.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -250166.328125 Penalty: 4151.332031
	Iteration 33Q: 3 clusters Score -250166.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -250173.796875 Penalty: 4151.332031
	Iteration 34Q: 3 clusters Score -250173.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -250181.062500 Penalty: 4151.332031
	Iteration 35Q: 3 clusters Score -250181.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -250189.171875 Penalty: 4151.332031
	Iteration 36Q: 3 clusters Score -250189.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -250196.187500 Penalty: 4151.332031
	Iteration 37Q: 3 clusters Score -250196.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -250205.765625 Penalty: 4151.332031
	Iteration 38Q: 3 clusters Score -250205.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -250216.203125 Penalty: 4151.332031
	Iteration 39Q: 3 clusters Score -250216.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -250225.437500 Penalty: 4151.332031
	Iteration 40F: 3 clusters Score -250225.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -250231.968750 Penalty: 4151.332031
	Iteration 41Q: 3 clusters Score -250232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -250237.859375 Penalty: 4151.332031
	Iteration 42Q: 3 clusters Score -250237.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -250242.937500 Penalty: 4151.332031
	Iteration 43Q: 3 clusters Score -250242.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -250247.718750 Penalty: 4151.332031
	Iteration 44Q: 3 clusters Score -250247.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -250251.875000 Penalty: 4151.332031
	Iteration 45Q: 3 clusters Score -250251.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -250255.281250 Penalty: 4151.332031
	Iteration 46Q: 3 clusters Score -250255.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -250260.187500 Penalty: 4151.332031
	Iteration 47Q: 3 clusters Score -250260.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -250263.078125 Penalty: 4151.332031
	Iteration 48Q: 3 clusters Score -250263.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -250265.500000 Penalty: 4151.332031
	Iteration 49Q: 3 clusters Score -250265.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -250268.859375 Penalty: 4151.332031
	Iteration 50Q: 3 clusters Score -250268.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -250271.671875 Penalty: 4151.332031
	Iteration 51Q: 3 clusters Score -250271.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -250274.515625 Penalty: 4151.332031
	Iteration 52Q: 3 clusters Score -250274.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -250277.765625 Penalty: 4151.332031
	Iteration 53Q: 3 clusters Score -250277.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -250281.296875 Penalty: 4151.332031
	Iteration 54Q: 3 clusters Score -250281.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -250283.828125 Penalty: 4151.332031
	Iteration 55Q: 3 clusters Score -250283.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -250285.359375 Penalty: 4151.332031
	Iteration 56Q: 3 clusters Score -250285.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -250285.843750 Penalty: 4151.332031
	Iteration 57Q: 3 clusters Score -250285.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -250286.687500 Penalty: 4151.332031
	Iteration 58Q: 3 clusters Score -250286.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -250287.781250 Penalty: 4151.332031
	Iteration 59Q: 3 clusters Score -250287.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -250289.390625 Penalty: 4151.332031
	Iteration 60F: 3 clusters Score -250289.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -250291.437500 Penalty: 4151.332031
	Iteration 61Q: 3 clusters Score -250291.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -250293.906250 Penalty: 4151.332031
	Iteration 62Q: 3 clusters Score -250293.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -250295.437500 Penalty: 4151.332031
	Iteration 63Q: 3 clusters Score -250295.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -250297.875000 Penalty: 4151.332031
	Iteration 64Q: 3 clusters Score -250297.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -250300.187500 Penalty: 4151.332031
	Iteration 65Q: 3 clusters Score -250300.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -250301.390625 Penalty: 4151.332031
	Iteration 66Q: 3 clusters Score -250301.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -250302.609375 Penalty: 4151.332031
	Iteration 67Q: 3 clusters Score -250302.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -250302.750000 Penalty: 4151.332031
	Iteration 68Q: 3 clusters Score -250302.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -250302.953125 Penalty: 4151.332031
	Iteration 69Q: 3 clusters Score -250303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -250304.781250 Penalty: 4151.332031
	Iteration 70Q: 3 clusters Score -250304.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -250306.500000 Penalty: 4151.332031
	Iteration 71Q: 3 clusters Score -250306.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -250306.625000 Penalty: 4151.332031
	Iteration 72Q: 3 clusters Score -250306.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -250307.375000 Penalty: 4151.332031
	Iteration 73Q: 3 clusters Score -250307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -250308.203125 Penalty: 4151.332031
	Iteration 74Q: 3 clusters Score -250308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -250309.640625 Penalty: 4151.332031
	Iteration 75Q: 3 clusters Score -250309.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -250310.453125 Penalty: 4151.332031
	Iteration 76Q: 3 clusters Score -250310.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -250312.078125 Penalty: 4151.332031
	Iteration 77Q: 3 clusters Score -250312.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -250314.343750 Penalty: 4151.332031
	Iteration 78Q: 3 clusters Score -250314.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -250315.078125 Penalty: 4151.332031
	Iteration 79Q: 3 clusters Score -250315.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -250316.640625 Penalty: 4151.332031
	Iteration 80F: 3 clusters Score -250316.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -250317.265625 Penalty: 4151.332031
	Iteration 81Q: 3 clusters Score -250317.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -250317.265625 Penalty: 4151.332031
	Iteration 82F: 3 clusters Score -250317.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Entering Unmasked Estep 
Score: -2854582.250000 Penalty: 2603.059082
	Iteration 0F: 2 clusters Score -2854582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2830015.750000 Penalty: 5206.118164
	Iteration 0F: 3 clusters Score -2830016 nChanged 16488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2839027.000000 Penalty: 5206.118164
	Iteration 1F: 3 clusters Score -2839027 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2839693.000000 Penalty: 5206.118164
	Iteration 2Q: 3 clusters Score -2839693 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2840463.500000 Penalty: 5206.118164
	Iteration 3F: 3 clusters Score -2840464 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -2841398.000000 Penalty: 5206.118164
	Iteration 4F: 3 clusters Score -2841398 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2842517.500000 Penalty: 5206.118164
	Iteration 5F: 3 clusters Score -2842518 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -2843797.000000 Penalty: 5206.118164
	Iteration 6F: 3 clusters Score -2843797 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -2845134.750000 Penalty: 5206.118164
	Iteration 7F: 3 clusters Score -2845135 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -2846294.250000 Penalty: 5206.118164
	Iteration 8F: 3 clusters Score -2846294 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -2847195.000000 Penalty: 5206.118164
	Iteration 9Q: 3 clusters Score -2847195 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -2847884.500000 Penalty: 5206.118164
	Iteration 10Q: 3 clusters Score -2847884 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -2848493.000000 Penalty: 5206.118164
	Iteration 11Q: 3 clusters Score -2848493 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -2848975.750000 Penalty: 5206.118164
	Iteration 12Q: 3 clusters Score -2848976 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -2849339.000000 Penalty: 5206.118164
	Iteration 13Q: 3 clusters Score -2849339 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -2849611.500000 Penalty: 5206.118164
	Iteration 14Q: 3 clusters Score -2849612 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -2849781.500000 Penalty: 5206.118164
	Iteration 15Q: 3 clusters Score -2849782 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -2849898.250000 Penalty: 5206.118164
	Iteration 16Q: 3 clusters Score -2849898 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -2849958.000000 Penalty: 5206.118164
	Iteration 17Q: 3 clusters Score -2849958 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -2850003.750000 Penalty: 5206.118164
	Iteration 18Q: 3 clusters Score -2850004 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -2850073.250000 Penalty: 5206.118164
	Iteration 19Q: 3 clusters Score -2850073 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -2850126.000000 Penalty: 5206.118164
	Iteration 20F: 3 clusters Score -2850126 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -2850179.500000 Penalty: 5206.118164
	Iteration 21Q: 3 clusters Score -2850180 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -2850217.000000 Penalty: 5206.118164
	Iteration 22Q: 3 clusters Score -2850217 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -2850295.250000 Penalty: 5206.118164
	Iteration 23Q: 3 clusters Score -2850295 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -2850369.750000 Penalty: 5206.118164
	Iteration 24Q: 3 clusters Score -2850370 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -2850438.500000 Penalty: 5206.118164
	Iteration 25Q: 3 clusters Score -2850438 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -2850526.500000 Penalty: 5206.118164
	Iteration 26Q: 3 clusters Score -2850526 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -2850575.750000 Penalty: 5206.118164
	Iteration 27Q: 3 clusters Score -2850576 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -2850638.750000 Penalty: 5206.118164
	Iteration 28Q: 3 clusters Score -2850639 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -2850696.250000 Penalty: 5206.118164
	Iteration 29Q: 3 clusters Score -2850696 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -2850762.500000 Penalty: 5206.118164
	Iteration 30Q: 3 clusters Score -2850762 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -2850818.000000 Penalty: 5206.118164
	Iteration 31Q: 3 clusters Score -2850818 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -2850875.500000 Penalty: 5206.118164
	Iteration 32Q: 3 clusters Score -2850876 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -2850920.750000 Penalty: 5206.118164
	Iteration 33Q: 3 clusters Score -2850921 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -2850988.250000 Penalty: 5206.118164
	Iteration 34Q: 3 clusters Score -2850988 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -2851036.500000 Penalty: 5206.118164
	Iteration 35Q: 3 clusters Score -2851036 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -2851081.750000 Penalty: 5206.118164
	Iteration 36Q: 3 clusters Score -2851082 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -2851136.500000 Penalty: 5206.118164
	Iteration 37Q: 3 clusters Score -2851136 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -2851189.500000 Penalty: 5206.118164
	Iteration 38Q: 3 clusters Score -2851190 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -2851237.000000 Penalty: 5206.118164
	Iteration 39Q: 3 clusters Score -2851237 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -2851273.000000 Penalty: 5206.118164
	Iteration 40F: 3 clusters Score -2851273 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -2851328.750000 Penalty: 5206.118164
	Iteration 41Q: 3 clusters Score -2851329 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -2851378.000000 Penalty: 5206.118164
	Iteration 42Q: 3 clusters Score -2851378 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -2851415.000000 Penalty: 5206.118164
	Iteration 43Q: 3 clusters Score -2851415 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -2851463.500000 Penalty: 5206.118164
	Iteration 44Q: 3 clusters Score -2851464 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -2851503.750000 Penalty: 5206.118164
	Iteration 45Q: 3 clusters Score -2851504 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -2851570.500000 Penalty: 5206.118164
	Iteration 46Q: 3 clusters Score -2851570 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -2851627.250000 Penalty: 5206.118164
	Iteration 47Q: 3 clusters Score -2851627 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -2851662.750000 Penalty: 5206.118164
	Iteration 48Q: 3 clusters Score -2851663 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -2851718.000000 Penalty: 5206.118164
	Iteration 49Q: 3 clusters Score -2851718 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -2851753.500000 Penalty: 5206.118164
	Iteration 50Q: 3 clusters Score -2851754 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -2851790.000000 Penalty: 5206.118164
	Iteration 51Q: 3 clusters Score -2851790 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -2851824.250000 Penalty: 5206.118164
	Iteration 52Q: 3 clusters Score -2851824 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -2851867.500000 Penalty: 5206.118164
	Iteration 53Q: 3 clusters Score -2851868 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -2851900.500000 Penalty: 5206.118164
	Iteration 54Q: 3 clusters Score -2851900 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -2851935.500000 Penalty: 5206.118164
	Iteration 55Q: 3 clusters Score -2851936 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -2851961.500000 Penalty: 5206.118164
	Iteration 56Q: 3 clusters Score -2851962 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -2851985.500000 Penalty: 5206.118164
	Iteration 57Q: 3 clusters Score -2851986 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -2852018.250000 Penalty: 5206.118164
	Iteration 58Q: 3 clusters Score -2852018 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -2852039.000000 Penalty: 5206.118164
	Iteration 59Q: 3 clusters Score -2852039 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -2852061.750000 Penalty: 5206.118164
	Iteration 60F: 3 clusters Score -2852062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -2852066.750000 Penalty: 5206.118164
	Iteration 61Q: 3 clusters Score -2852067 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -2852076.000000 Penalty: 5206.118164
	Iteration 62Q: 3 clusters Score -2852076 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -2852083.000000 Penalty: 5206.118164
	Iteration 63Q: 3 clusters Score -2852083 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -2852108.000000 Penalty: 5206.118164
	Iteration 64Q: 3 clusters Score -2852108 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -2852117.000000 Penalty: 5206.118164
	Iteration 65Q: 3 clusters Score -2852117 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -2852125.750000 Penalty: 5206.118164
	Iteration 66Q: 3 clusters Score -2852126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -2852143.250000 Penalty: 5206.118164
	Iteration 67Q: 3 clusters Score -2852143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -2852152.750000 Penalty: 5206.118164
	Iteration 68Q: 3 clusters Score -2852153 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -2852163.250000 Penalty: 5206.118164
	Iteration 69Q: 3 clusters Score -2852163 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -2852177.500000 Penalty: 5206.118164
	Iteration 70Q: 3 clusters Score -2852178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -2852185.500000 Penalty: 5206.118164
	Iteration 71Q: 3 clusters Score -2852186 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -2852197.250000 Penalty: 5206.118164
	Iteration 72Q: 3 clusters Score -2852197 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -2852226.750000 Penalty: 5206.118164
	Iteration 73Q: 3 clusters Score -2852227 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -2852243.500000 Penalty: 5206.118164
	Iteration 74Q: 3 clusters Score -2852244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -2852256.750000 Penalty: 5206.118164
	Iteration 75Q: 3 clusters Score -2852257 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -2852262.750000 Penalty: 5206.118164
	Iteration 76Q: 3 clusters Score -2852263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -2852267.250000 Penalty: 5206.118164
	Iteration 77Q: 3 clusters Score -2852267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -2852268.500000 Penalty: 5206.118164
	Iteration 78Q: 3 clusters Score -2852268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -2852276.500000 Penalty: 5206.118164
	Iteration 79Q: 3 clusters Score -2852276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -2852291.000000 Penalty: 5206.118164
	Iteration 80F: 3 clusters Score -2852291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -2852294.000000 Penalty: 5206.118164
	Iteration 81Q: 3 clusters Score -2852294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -2852296.250000 Penalty: 5206.118164
	Iteration 82Q: 3 clusters Score -2852296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -2852306.750000 Penalty: 5206.118164
	Iteration 83Q: 3 clusters Score -2852307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -2852314.500000 Penalty: 5206.118164
	Iteration 84Q: 3 clusters Score -2852314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -2852328.250000 Penalty: 5206.118164
	Iteration 85Q: 3 clusters Score -2852328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -2852338.750000 Penalty: 5206.118164
	Iteration 86Q: 3 clusters Score -2852339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -2852344.750000 Penalty: 5206.118164
	Iteration 87Q: 3 clusters Score -2852345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -2852350.000000 Penalty: 5206.118164
	Iteration 88Q: 3 clusters Score -2852350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -2852345.500000 Penalty: 5206.118164
	Iteration 89Q: 3 clusters Score -2852346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -2852348.500000 Penalty: 5206.118164
	Iteration 90Q: 3 clusters Score -2852348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -2852354.000000 Penalty: 5206.118164
	Iteration 91Q: 3 clusters Score -2852354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -2852351.000000 Penalty: 5206.118164
	Iteration 92Q: 3 clusters Score -2852351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -2852357.500000 Penalty: 5206.118164
	Iteration 93Q: 3 clusters Score -2852358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -2852353.250000 Penalty: 5206.118164
	Iteration 94Q: 3 clusters Score -2852353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -2852356.750000 Penalty: 5206.118164
	Iteration 95Q: 3 clusters Score -2852357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -2852357.750000 Penalty: 5206.118164
	Iteration 96Q: 3 clusters Score -2852358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -2852358.250000 Penalty: 5206.118164
	Iteration 97Q: 3 clusters Score -2852358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -2852353.750000 Penalty: 5206.118164
	Iteration 98Q: 3 clusters Score -2852354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -2852357.000000 Penalty: 5206.118164
	Iteration 99Q: 3 clusters Score -2852357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -2852359.500000 Penalty: 5206.118164
	Iteration 100F: 3 clusters Score -2852360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -2852361.750000 Penalty: 5206.118164
	Iteration 101Q: 3 clusters Score -2852362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -2852367.000000 Penalty: 5206.118164
	Iteration 102Q: 3 clusters Score -2852367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -2852365.250000 Penalty: 5206.118164
	Iteration 103Q: 3 clusters Score -2852365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -2852367.750000 Penalty: 5206.118164
	Iteration 104Q: 3 clusters Score -2852368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -2852374.750000 Penalty: 5206.118164
	Iteration 105Q: 3 clusters Score -2852375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -2852376.250000 Penalty: 5206.118164
	Iteration 106Q: 3 clusters Score -2852376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -2852378.750000 Penalty: 5206.118164
	Iteration 107Q: 3 clusters Score -2852379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -2852375.750000 Penalty: 5206.118164
	Iteration 108Q: 3 clusters Score -2852376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -2852375.250000 Penalty: 5206.118164
	Iteration 109Q: 3 clusters Score -2852375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -2852375.750000 Penalty: 5206.118164
	Iteration 110Q: 3 clusters Score -2852376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -2852374.000000 Penalty: 5206.118164
	Iteration 111Q: 3 clusters Score -2852374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -2852376.500000 Penalty: 5206.118164
	Iteration 112Q: 3 clusters Score -2852376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -2852382.750000 Penalty: 5206.118164
	Iteration 113Q: 3 clusters Score -2852383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -2852381.500000 Penalty: 5206.118164
	Iteration 114Q: 3 clusters Score -2852382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -2852383.750000 Penalty: 5206.118164
	Iteration 115Q: 3 clusters Score -2852384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -2852383.500000 Penalty: 5206.118164
	Iteration 116Q: 3 clusters Score -2852384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -2852386.750000 Penalty: 5206.118164
	Iteration 117Q: 3 clusters Score -2852387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -2852391.250000 Penalty: 5206.118164
	Iteration 118Q: 3 clusters Score -2852391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -2852387.500000 Penalty: 5206.118164
	Iteration 119Q: 3 clusters Score -2852388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -2852391.000000 Penalty: 5206.118164
	Iteration 120F: 3 clusters Score -2852391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Entering Unmasked Estep 
Score: -215621.656250 Penalty: 1981.494995
	Iteration 0F: 2 clusters Score -215621.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -212410.375000 Penalty: 3962.989990
	Iteration 0F: 3 clusters Score -212410.4 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -213048.046875 Penalty: 3962.989990
	Iteration 1F: 3 clusters Score -213048 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -213193.343750 Penalty: 3962.989990
	Iteration 2F: 3 clusters Score -213193.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -213269.046875 Penalty: 3962.989990
	Iteration 3Q: 3 clusters Score -213269 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -213315.484375 Penalty: 3962.989990
	Iteration 4Q: 3 clusters Score -213315.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -213343.515625 Penalty: 3962.989990
	Iteration 5Q: 3 clusters Score -213343.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -213365.937500 Penalty: 3962.989990
	Iteration 6Q: 3 clusters Score -213365.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -213380.640625 Penalty: 3962.989990
	Iteration 7Q: 3 clusters Score -213380.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -213401.828125 Penalty: 3962.989990
	Iteration 8Q: 3 clusters Score -213401.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -213417.343750 Penalty: 3962.989990
	Iteration 9Q: 3 clusters Score -213417.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -213429.968750 Penalty: 3962.989990
	Iteration 10Q: 3 clusters Score -213430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -213442.921875 Penalty: 3962.989990
	Iteration 11Q: 3 clusters Score -213442.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -213459.953125 Penalty: 3962.989990
	Iteration 12Q: 3 clusters Score -213460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -213475.984375 Penalty: 3962.989990
	Iteration 13Q: 3 clusters Score -213476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -213492.984375 Penalty: 3962.989990
	Iteration 14Q: 3 clusters Score -213493 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -213511.265625 Penalty: 3962.989990
	Iteration 15Q: 3 clusters Score -213511.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -213533.062500 Penalty: 3962.989990
	Iteration 16Q: 3 clusters Score -213533.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -213559.171875 Penalty: 3962.989990
	Iteration 17Q: 3 clusters Score -213559.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -213575.750000 Penalty: 3962.989990
	Iteration 18Q: 3 clusters Score -213575.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -213597.828125 Penalty: 3962.989990
	Iteration 19Q: 3 clusters Score -213597.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -213622.062500 Penalty: 3962.989990
	Iteration 20F: 3 clusters Score -213622.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -213644.406250 Penalty: 3962.989990
	Iteration 21Q: 3 clusters Score -213644.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -213666.093750 Penalty: 3962.989990
	Iteration 22Q: 3 clusters Score -213666.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -213690.218750 Penalty: 3962.989990
	Iteration 23Q: 3 clusters Score -213690.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -213722.968750 Penalty: 3962.989990
	Iteration 24Q: 3 clusters Score -213723 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -213760.640625 Penalty: 3962.989990
	Iteration 25Q: 3 clusters Score -213760.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -213800.656250 Penalty: 3962.989990
	Iteration 26Q: 3 clusters Score -213800.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -213855.296875 Penalty: 3962.989990
	Iteration 27Q: 3 clusters Score -213855.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -213922.828125 Penalty: 3962.989990
	Iteration 28Q: 3 clusters Score -213922.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -213970.921875 Penalty: 3962.989990
	Iteration 29Q: 3 clusters Score -213970.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -214016.390625 Penalty: 3962.989990
	Iteration 30Q: 3 clusters Score -214016.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -214057.781250 Penalty: 3962.989990
	Iteration 31Q: 3 clusters Score -214057.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -214087.312500 Penalty: 3962.989990
	Iteration 32Q: 3 clusters Score -214087.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -214121.421875 Penalty: 3962.989990
	Iteration 33Q: 3 clusters Score -214121.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -214147.953125 Penalty: 3962.989990
	Iteration 34Q: 3 clusters Score -214148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -214168.828125 Penalty: 3962.989990
	Iteration 35Q: 3 clusters Score -214168.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -214189.140625 Penalty: 3962.989990
	Iteration 36Q: 3 clusters Score -214189.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -214203.406250 Penalty: 3962.989990
	Iteration 37Q: 3 clusters Score -214203.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -214216.531250 Penalty: 3962.989990
	Iteration 38Q: 3 clusters Score -214216.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -214228.265625 Penalty: 3962.989990
	Iteration 39Q: 3 clusters Score -214228.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -214239.187500 Penalty: 3962.989990
	Iteration 40F: 3 clusters Score -214239.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -214249.187500 Penalty: 3962.989990
	Iteration 41Q: 3 clusters Score -214249.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -214256.937500 Penalty: 3962.989990
	Iteration 42Q: 3 clusters Score -214256.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -214266.187500 Penalty: 3962.989990
	Iteration 43Q: 3 clusters Score -214266.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -214273.046875 Penalty: 3962.989990
	Iteration 44Q: 3 clusters Score -214273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -214276.203125 Penalty: 3962.989990
	Iteration 45Q: 3 clusters Score -214276.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -214277.656250 Penalty: 3962.989990
	Iteration 46Q: 3 clusters Score -214277.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -214278.562500 Penalty: 3962.989990
	Iteration 47Q: 3 clusters Score -214278.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -214278.562500 Penalty: 3962.989990
	Iteration 48F: 3 clusters Score -214278.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Entering Unmasked Estep 
Score: -1068302.375000 Penalty: 2376.841797
	Iteration 0F: 2 clusters Score -1068302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1057699.125000 Penalty: 4753.683594
	Iteration 0F: 3 clusters Score -1057699 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1061201.500000 Penalty: 4753.683594
	Iteration 1F: 3 clusters Score -1061202 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1061700.250000 Penalty: 4753.683594
	Iteration 2F: 3 clusters Score -1061700 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1062082.500000 Penalty: 4753.683594
	Iteration 3F: 3 clusters Score -1062082 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1062447.500000 Penalty: 4753.683594
	Iteration 4F: 3 clusters Score -1062448 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1062825.750000 Penalty: 4753.683594
	Iteration 5Q: 3 clusters Score -1062826 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1063170.250000 Penalty: 4753.683594
	Iteration 6Q: 3 clusters Score -1063170 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1063493.375000 Penalty: 4753.683594
	Iteration 7Q: 3 clusters Score -1063493 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1063820.625000 Penalty: 4753.683594
	Iteration 8Q: 3 clusters Score -1063821 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1064105.750000 Penalty: 4753.683594
	Iteration 9Q: 3 clusters Score -1064106 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1064395.625000 Penalty: 4753.683594
	Iteration 10Q: 3 clusters Score -1064396 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1064709.500000 Penalty: 4753.683594
	Iteration 11Q: 3 clusters Score -1064710 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1065016.750000 Penalty: 4753.683594
	Iteration 12Q: 3 clusters Score -1065017 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1065314.250000 Penalty: 4753.683594
	Iteration 13Q: 3 clusters Score -1065314 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1065588.125000 Penalty: 4753.683594
	Iteration 14Q: 3 clusters Score -1065588 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1065826.750000 Penalty: 4753.683594
	Iteration 15Q: 3 clusters Score -1065827 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1066025.250000 Penalty: 4753.683594
	Iteration 16Q: 3 clusters Score -1066025 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1066168.625000 Penalty: 4753.683594
	Iteration 17Q: 3 clusters Score -1066169 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1066278.500000 Penalty: 4753.683594
	Iteration 18Q: 3 clusters Score -1066278 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1066361.250000 Penalty: 4753.683594
	Iteration 19Q: 3 clusters Score -1066361 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1066402.750000 Penalty: 4753.683594
	Iteration 20F: 3 clusters Score -1066403 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1066426.750000 Penalty: 4753.683594
	Iteration 21Q: 3 clusters Score -1066427 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1066444.875000 Penalty: 4753.683594
	Iteration 22Q: 3 clusters Score -1066445 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1066457.625000 Penalty: 4753.683594
	Iteration 23Q: 3 clusters Score -1066458 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1066473.125000 Penalty: 4753.683594
	Iteration 24Q: 3 clusters Score -1066473 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1066481.625000 Penalty: 4753.683594
	Iteration 25Q: 3 clusters Score -1066482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1066487.125000 Penalty: 4753.683594
	Iteration 26Q: 3 clusters Score -1066487 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1066496.750000 Penalty: 4753.683594
	Iteration 27Q: 3 clusters Score -1066497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1066506.125000 Penalty: 4753.683594
	Iteration 28Q: 3 clusters Score -1066506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1066517.250000 Penalty: 4753.683594
	Iteration 29Q: 3 clusters Score -1066517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1066527.875000 Penalty: 4753.683594
	Iteration 30Q: 3 clusters Score -1066528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1066536.875000 Penalty: 4753.683594
	Iteration 31Q: 3 clusters Score -1066537 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1066545.250000 Penalty: 4753.683594
	Iteration 32Q: 3 clusters Score -1066545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1066552.375000 Penalty: 4753.683594
	Iteration 33Q: 3 clusters Score -1066552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1066562.625000 Penalty: 4753.683594
	Iteration 34Q: 3 clusters Score -1066563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1066567.625000 Penalty: 4753.683594
	Iteration 35Q: 3 clusters Score -1066568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1066574.250000 Penalty: 4753.683594
	Iteration 36Q: 3 clusters Score -1066574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1066580.250000 Penalty: 4753.683594
	Iteration 37Q: 3 clusters Score -1066580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1066585.750000 Penalty: 4753.683594
	Iteration 38Q: 3 clusters Score -1066586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1066593.000000 Penalty: 4753.683594
	Iteration 39Q: 3 clusters Score -1066593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1066596.375000 Penalty: 4753.683594
	Iteration 40F: 3 clusters Score -1066596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1066597.625000 Penalty: 4753.683594
	Iteration 41Q: 3 clusters Score -1066598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1066606.875000 Penalty: 4753.683594
	Iteration 42Q: 3 clusters Score -1066607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1066612.000000 Penalty: 4753.683594
	Iteration 43Q: 3 clusters Score -1066612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1066613.750000 Penalty: 4753.683594
	Iteration 44Q: 3 clusters Score -1066614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1066614.500000 Penalty: 4753.683594
	Iteration 45Q: 3 clusters Score -1066614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1066614.750000 Penalty: 4753.683594
	Iteration 46Q: 3 clusters Score -1066615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1066614.000000 Penalty: 4753.683594
	Iteration 47Q: 3 clusters Score -1066614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1066614.000000 Penalty: 4753.683594
	Iteration 48F: 3 clusters Score -1066614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Entering Unmasked Estep 
Score: -355857.656250 Penalty: 2109.269775
	Iteration 0F: 2 clusters Score -355857.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -351406.468750 Penalty: 4218.539551
	Iteration 0F: 3 clusters Score -351406.5 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -352526.531250 Penalty: 4218.539551
	Iteration 1F: 3 clusters Score -352526.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -352896.906250 Penalty: 4218.539551
	Iteration 2F: 3 clusters Score -352896.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -353297.375000 Penalty: 4218.539551
	Iteration 3F: 3 clusters Score -353297.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -353723.093750 Penalty: 4218.539551
	Iteration 4F: 3 clusters Score -353723.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -354081.968750 Penalty: 4218.539551
	Iteration 5F: 3 clusters Score -354082 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -354340.125000 Penalty: 4218.539551
	Iteration 6F: 3 clusters Score -354340.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -354508.218750 Penalty: 4218.539551
	Iteration 7Q: 3 clusters Score -354508.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -354629.312500 Penalty: 4218.539551
	Iteration 8Q: 3 clusters Score -354629.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -354715.906250 Penalty: 4218.539551
	Iteration 9Q: 3 clusters Score -354715.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -354781.937500 Penalty: 4218.539551
	Iteration 10Q: 3 clusters Score -354781.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -354824.281250 Penalty: 4218.539551
	Iteration 11Q: 3 clusters Score -354824.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -354856.687500 Penalty: 4218.539551
	Iteration 12Q: 3 clusters Score -354856.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -354885.343750 Penalty: 4218.539551
	Iteration 13Q: 3 clusters Score -354885.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -354902.843750 Penalty: 4218.539551
	Iteration 14Q: 3 clusters Score -354902.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -354908.468750 Penalty: 4218.539551
	Iteration 15Q: 3 clusters Score -354908.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -354912.093750 Penalty: 4218.539551
	Iteration 16Q: 3 clusters Score -354912.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -354914.593750 Penalty: 4218.539551
	Iteration 17Q: 3 clusters Score -354914.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -354915.593750 Penalty: 4218.539551
	Iteration 18Q: 3 clusters Score -354915.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -354915.875000 Penalty: 4218.539551
	Iteration 19Q: 3 clusters Score -354915.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -354916.312500 Penalty: 4218.539551
	Iteration 20F: 3 clusters Score -354916.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -354916.437500 Penalty: 4218.539551
	Iteration 21Q: 3 clusters Score -354916.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -354916.437500 Penalty: 4218.539551
	Iteration 22F: 3 clusters Score -354916.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57109 members 
Entering Unmasked Estep 
Score: -4360345.500000 Penalty: 2716.273682
	Iteration 0F: 2 clusters Score -4360346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -4321899.000000 Penalty: 5432.547363
	Iteration 0F: 3 clusters Score -4321899 nChanged 26440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -4336549.000000 Penalty: 5432.547363
	Iteration 1F: 3 clusters Score -4336549 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -4337085.500000 Penalty: 5432.547363
	Iteration 2Q: 3 clusters Score -4337086 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -4337636.000000 Penalty: 5432.547363
	Iteration 3Q: 3 clusters Score -4337636 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -4338306.000000 Penalty: 5432.547363
	Iteration 4Q: 3 clusters Score -4338306 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -4339129.500000 Penalty: 5432.547363
	Iteration 5Q: 3 clusters Score -4339130 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -4340576.500000 Penalty: 5432.547363
	Iteration 6Q: 3 clusters Score -4340576 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -4342888.000000 Penalty: 5432.547363
	Iteration 7F: 3 clusters Score -4342888 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
Score: -4346275.000000 Penalty: 5432.547363
	Iteration 8F: 3 clusters Score -4346275 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -4350349.000000 Penalty: 5432.547363
	Iteration 9F: 3 clusters Score -4350349 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 53071 members 
Entering Unmasked Estep 
Score: -4354107.500000 Penalty: 5432.547363
	Iteration 10F: 3 clusters Score -4354108 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 55395 members 
Entering Unmasked Estep 
Score: -4356365.000000 Penalty: 5432.547363
	Iteration 11Q: 3 clusters Score -4356365 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 56402 members 
Entering Unmasked Estep 
Score: -4357327.500000 Penalty: 5432.547363
	Iteration 12Q: 3 clusters Score -4357328 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -4357662.500000 Penalty: 5432.547363
	Iteration 13Q: 3 clusters Score -4357662 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 56801 members 
Entering Unmasked Estep 
Score: -4357770.000000 Penalty: 5432.547363
	Iteration 14Q: 3 clusters Score -4357770 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 56840 members 
Entering Unmasked Estep 
Score: -4357834.000000 Penalty: 5432.547363
	Iteration 15Q: 3 clusters Score -4357834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 56858 members 
Entering Unmasked Estep 
Score: -4357873.000000 Penalty: 5432.547363
	Iteration 16Q: 3 clusters Score -4357873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 56865 members 
Entering Unmasked Estep 
Score: -4357888.500000 Penalty: 5432.547363
	Iteration 17Q: 3 clusters Score -4357888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 56868 members 
Entering Unmasked Estep 
Score: -4357892.000000 Penalty: 5432.547363
	Iteration 18Q: 3 clusters Score -4357892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 56870 members 
Entering Unmasked Estep 
Score: -4357901.000000 Penalty: 5432.547363
	Iteration 19Q: 3 clusters Score -4357901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 56871 members 
Entering Unmasked Estep 
Score: -4357912.500000 Penalty: 5432.547363
	Iteration 20F: 3 clusters Score -4357912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 56873 members 
Entering Unmasked Estep 
Score: -4357915.500000 Penalty: 5432.547363
	Iteration 21Q: 3 clusters Score -4357916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 56873 members 
Entering Unmasked Estep 
Score: -4357915.500000 Penalty: 5432.547363
	Iteration 22Q: 3 clusters Score -4357916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 56873 members 
Entering Unmasked Estep 
Score: -4357918.000000 Penalty: 5432.547363
	Iteration 23Q: 3 clusters Score -4357918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -4357920.000000 Penalty: 5432.547363
	Iteration 24Q: 3 clusters Score -4357920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -4357920.000000 Penalty: 5432.547363
	Iteration 25F: 3 clusters Score -4357920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Entering Unmasked Estep 
Score: -319263.375000 Penalty: 2070.437256
	Iteration 0F: 2 clusters Score -319263.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -315213.468750 Penalty: 4140.874512
	Iteration 0F: 3 clusters Score -315213.5 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -316143.156250 Penalty: 4140.874512
	Iteration 1F: 3 clusters Score -316143.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -316358.343750 Penalty: 4140.874512
	Iteration 2F: 3 clusters Score -316358.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -316485.281250 Penalty: 4140.874512
	Iteration 3F: 3 clusters Score -316485.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -316583.812500 Penalty: 4140.874512
	Iteration 4Q: 3 clusters Score -316583.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -316680.718750 Penalty: 4140.874512
	Iteration 5Q: 3 clusters Score -316680.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -316763.687500 Penalty: 4140.874512
	Iteration 6Q: 3 clusters Score -316763.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -316854.156250 Penalty: 4140.874512
	Iteration 7Q: 3 clusters Score -316854.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -316958.031250 Penalty: 4140.874512
	Iteration 8Q: 3 clusters Score -316958 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -317086.281250 Penalty: 4140.874512
	Iteration 9Q: 3 clusters Score -317086.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -317195.468750 Penalty: 4140.874512
	Iteration 10Q: 3 clusters Score -317195.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -317285.187500 Penalty: 4140.874512
	Iteration 11Q: 3 clusters Score -317285.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -317363.843750 Penalty: 4140.874512
	Iteration 12Q: 3 clusters Score -317363.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -317436.718750 Penalty: 4140.874512
	Iteration 13Q: 3 clusters Score -317436.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -317511.312500 Penalty: 4140.874512
	Iteration 14Q: 3 clusters Score -317511.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -317575.125000 Penalty: 4140.874512
	Iteration 15Q: 3 clusters Score -317575.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -317634.250000 Penalty: 4140.874512
	Iteration 16Q: 3 clusters Score -317634.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -317683.656250 Penalty: 4140.874512
	Iteration 17Q: 3 clusters Score -317683.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -317728.281250 Penalty: 4140.874512
	Iteration 18Q: 3 clusters Score -317728.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -317769.531250 Penalty: 4140.874512
	Iteration 19Q: 3 clusters Score -317769.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -317812.250000 Penalty: 4140.874512
	Iteration 20F: 3 clusters Score -317812.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -317858.531250 Penalty: 4140.874512
	Iteration 21Q: 3 clusters Score -317858.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -317895.593750 Penalty: 4140.874512
	Iteration 22Q: 3 clusters Score -317895.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -317919.468750 Penalty: 4140.874512
	Iteration 23Q: 3 clusters Score -317919.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -317934.562500 Penalty: 4140.874512
	Iteration 24Q: 3 clusters Score -317934.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -317946.687500 Penalty: 4140.874512
	Iteration 25Q: 3 clusters Score -317946.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -317956.031250 Penalty: 4140.874512
	Iteration 26Q: 3 clusters Score -317956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -317965.937500 Penalty: 4140.874512
	Iteration 27Q: 3 clusters Score -317965.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -317975.406250 Penalty: 4140.874512
	Iteration 28Q: 3 clusters Score -317975.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -317979.843750 Penalty: 4140.874512
	Iteration 29Q: 3 clusters Score -317979.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -317981.906250 Penalty: 4140.874512
	Iteration 30Q: 3 clusters Score -317981.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -317983.093750 Penalty: 4140.874512
	Iteration 31Q: 3 clusters Score -317983.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -317984.156250 Penalty: 4140.874512
	Iteration 32Q: 3 clusters Score -317984.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -317985.062500 Penalty: 4140.874512
	Iteration 33Q: 3 clusters Score -317985.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -317985.625000 Penalty: 4140.874512
	Iteration 34Q: 3 clusters Score -317985.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -317986.625000 Penalty: 4140.874512
	Iteration 35Q: 3 clusters Score -317986.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -317986.812500 Penalty: 4140.874512
	Iteration 36Q: 3 clusters Score -317986.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -317988.000000 Penalty: 4140.874512
	Iteration 37Q: 3 clusters Score -317988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -317987.937500 Penalty: 4140.874512
	Iteration 38Q: 3 clusters Score -317987.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -317988.312500 Penalty: 4140.874512
	Iteration 39Q: 3 clusters Score -317988.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -317988.500000 Penalty: 4140.874512
	Iteration 40F: 3 clusters Score -317988.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -167258.375000 Penalty: 1931.270752
	Iteration 0F: 2 clusters Score -167258.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -164387.890625 Penalty: 3862.541504
	Iteration 0F: 3 clusters Score -164387.9 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -164995.593750 Penalty: 3862.541504
	Iteration 1F: 3 clusters Score -164995.6 nChanged 222
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: -165418.968750 Penalty: 3862.541504
	Iteration 2F: 3 clusters Score -165419 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -165859.187500 Penalty: 3862.541504
	Iteration 3F: 3 clusters Score -165859.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -166083.953125 Penalty: 3862.541504
	Iteration 4F: 3 clusters Score -166084 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -166273.218750 Penalty: 3862.541504
	Iteration 5F: 3 clusters Score -166273.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -166408.218750 Penalty: 3862.541504
	Iteration 6Q: 3 clusters Score -166408.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -166526.843750 Penalty: 3862.541504
	Iteration 7Q: 3 clusters Score -166526.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -166656.328125 Penalty: 3862.541504
	Iteration 8Q: 3 clusters Score -166656.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -166770.390625 Penalty: 3862.541504
	Iteration 9Q: 3 clusters Score -166770.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -166859.921875 Penalty: 3862.541504
	Iteration 10Q: 3 clusters Score -166859.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -166957.406250 Penalty: 3862.541504
	Iteration 11Q: 3 clusters Score -166957.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -167011.203125 Penalty: 3862.541504
	Iteration 12Q: 3 clusters Score -167011.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -167049.421875 Penalty: 3862.541504
	Iteration 13Q: 3 clusters Score -167049.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -167082.640625 Penalty: 3862.541504
	Iteration 14Q: 3 clusters Score -167082.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -167112.640625 Penalty: 3862.541504
	Iteration 15Q: 3 clusters Score -167112.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -167121.343750 Penalty: 3862.541504
	Iteration 16Q: 3 clusters Score -167121.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -167122.984375 Penalty: 3862.541504
	Iteration 17Q: 3 clusters Score -167123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -167125.750000 Penalty: 3862.541504
	Iteration 18Q: 3 clusters Score -167125.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -167128.687500 Penalty: 3862.541504
	Iteration 19Q: 3 clusters Score -167128.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -167130.718750 Penalty: 3862.541504
	Iteration 20F: 3 clusters Score -167130.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -894780.625000 Penalty: 2324.917725
	Iteration 0F: 2 clusters Score -894780.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -885948.125000 Penalty: 4649.835449
	Iteration 0F: 3 clusters Score -885948.1 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -888582.750000 Penalty: 4649.835449
	Iteration 1F: 3 clusters Score -888582.8 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -888914.625000 Penalty: 4649.835449
	Iteration 2F: 3 clusters Score -888914.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -889163.625000 Penalty: 4649.835449
	Iteration 3F: 3 clusters Score -889163.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -889391.937500 Penalty: 4649.835449
	Iteration 4Q: 3 clusters Score -889391.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -889625.687500 Penalty: 4649.835449
	Iteration 5Q: 3 clusters Score -889625.7 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -889922.187500 Penalty: 4649.835449
	Iteration 6Q: 3 clusters Score -889922.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -890278.937500 Penalty: 4649.835449
	Iteration 7Q: 3 clusters Score -890278.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -890675.187500 Penalty: 4649.835449
	Iteration 8Q: 3 clusters Score -890675.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -891092.500000 Penalty: 4649.835449
	Iteration 9Q: 3 clusters Score -891092.5 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -891513.687500 Penalty: 4649.835449
	Iteration 10Q: 3 clusters Score -891513.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -891861.625000 Penalty: 4649.835449
	Iteration 11Q: 3 clusters Score -891861.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -892096.250000 Penalty: 4649.835449
	Iteration 12Q: 3 clusters Score -892096.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -892281.375000 Penalty: 4649.835449
	Iteration 13Q: 3 clusters Score -892281.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -892402.625000 Penalty: 4649.835449
	Iteration 14Q: 3 clusters Score -892402.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -892488.500000 Penalty: 4649.835449
	Iteration 15Q: 3 clusters Score -892488.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -892551.312500 Penalty: 4649.835449
	Iteration 16Q: 3 clusters Score -892551.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -892599.375000 Penalty: 4649.835449
	Iteration 17Q: 3 clusters Score -892599.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -892642.062500 Penalty: 4649.835449
	Iteration 18Q: 3 clusters Score -892642.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -892669.125000 Penalty: 4649.835449
	Iteration 19Q: 3 clusters Score -892669.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -892689.312500 Penalty: 4649.835449
	Iteration 20F: 3 clusters Score -892689.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -892707.625000 Penalty: 4649.835449
	Iteration 21Q: 3 clusters Score -892707.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -892728.312500 Penalty: 4649.835449
	Iteration 22Q: 3 clusters Score -892728.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -892745.937500 Penalty: 4649.835449
	Iteration 23Q: 3 clusters Score -892745.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -892753.312500 Penalty: 4649.835449
	Iteration 24Q: 3 clusters Score -892753.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -892757.000000 Penalty: 4649.835449
	Iteration 25Q: 3 clusters Score -892757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -892760.812500 Penalty: 4649.835449
	Iteration 26Q: 3 clusters Score -892760.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -892764.000000 Penalty: 4649.835449
	Iteration 27Q: 3 clusters Score -892764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -892766.125000 Penalty: 4649.835449
	Iteration 28Q: 3 clusters Score -892766.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -892768.437500 Penalty: 4649.835449
	Iteration 29Q: 3 clusters Score -892768.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -892768.437500 Penalty: 4649.835449
	Iteration 30F: 3 clusters Score -892768.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Entering Unmasked Estep 
Score: -585579.500000 Penalty: 2216.430176
	Iteration 0F: 2 clusters Score -585579.5 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 3792 members 
Entering Unmasked Estep 
Score: -579440.000000 Penalty: 4432.860352
	Iteration 0F: 3 clusters Score -579440 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -581051.625000 Penalty: 4432.860352
	Iteration 1F: 3 clusters Score -581051.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -581321.062500 Penalty: 4432.860352
	Iteration 2F: 3 clusters Score -581321.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -581489.375000 Penalty: 4432.860352
	Iteration 3Q: 3 clusters Score -581489.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -581636.750000 Penalty: 4432.860352
	Iteration 4Q: 3 clusters Score -581636.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -581768.875000 Penalty: 4432.860352
	Iteration 5Q: 3 clusters Score -581768.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -581881.625000 Penalty: 4432.860352
	Iteration 6Q: 3 clusters Score -581881.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -581971.250000 Penalty: 4432.860352
	Iteration 7Q: 3 clusters Score -581971.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -582060.375000 Penalty: 4432.860352
	Iteration 8Q: 3 clusters Score -582060.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -582156.562500 Penalty: 4432.860352
	Iteration 9Q: 3 clusters Score -582156.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -582254.937500 Penalty: 4432.860352
	Iteration 10Q: 3 clusters Score -582254.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -582341.250000 Penalty: 4432.860352
	Iteration 11Q: 3 clusters Score -582341.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -582429.000000 Penalty: 4432.860352
	Iteration 12Q: 3 clusters Score -582429 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -582531.562500 Penalty: 4432.860352
	Iteration 13Q: 3 clusters Score -582531.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -582628.312500 Penalty: 4432.860352
	Iteration 14Q: 3 clusters Score -582628.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -582713.625000 Penalty: 4432.860352
	Iteration 15Q: 3 clusters Score -582713.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -582793.562500 Penalty: 4432.860352
	Iteration 16Q: 3 clusters Score -582793.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -582878.000000 Penalty: 4432.860352
	Iteration 17Q: 3 clusters Score -582878 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -582965.437500 Penalty: 4432.860352
	Iteration 18Q: 3 clusters Score -582965.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -583053.500000 Penalty: 4432.860352
	Iteration 19Q: 3 clusters Score -583053.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -583143.437500 Penalty: 4432.860352
	Iteration 20F: 3 clusters Score -583143.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -583222.562500 Penalty: 4432.860352
	Iteration 21Q: 3 clusters Score -583222.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -583292.250000 Penalty: 4432.860352
	Iteration 22Q: 3 clusters Score -583292.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -583360.687500 Penalty: 4432.860352
	Iteration 23Q: 3 clusters Score -583360.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -583425.250000 Penalty: 4432.860352
	Iteration 24Q: 3 clusters Score -583425.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -583487.687500 Penalty: 4432.860352
	Iteration 25Q: 3 clusters Score -583487.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -583537.750000 Penalty: 4432.860352
	Iteration 26Q: 3 clusters Score -583537.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -583581.625000 Penalty: 4432.860352
	Iteration 27Q: 3 clusters Score -583581.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -583603.562500 Penalty: 4432.860352
	Iteration 28Q: 3 clusters Score -583603.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -583623.937500 Penalty: 4432.860352
	Iteration 29Q: 3 clusters Score -583623.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -583639.625000 Penalty: 4432.860352
	Iteration 30Q: 3 clusters Score -583639.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -583657.500000 Penalty: 4432.860352
	Iteration 31Q: 3 clusters Score -583657.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -583670.250000 Penalty: 4432.860352
	Iteration 32Q: 3 clusters Score -583670.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -583677.375000 Penalty: 4432.860352
	Iteration 33Q: 3 clusters Score -583677.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -583681.062500 Penalty: 4432.860352
	Iteration 34Q: 3 clusters Score -583681.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -583685.937500 Penalty: 4432.860352
	Iteration 35Q: 3 clusters Score -583685.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -583690.812500 Penalty: 4432.860352
	Iteration 36Q: 3 clusters Score -583690.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -583692.687500 Penalty: 4432.860352
	Iteration 37Q: 3 clusters Score -583692.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -583694.312500 Penalty: 4432.860352
	Iteration 38Q: 3 clusters Score -583694.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -583694.875000 Penalty: 4432.860352
	Iteration 39Q: 3 clusters Score -583694.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -583700.750000 Penalty: 4432.860352
	Iteration 40F: 3 clusters Score -583700.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -583704.312500 Penalty: 4432.860352
	Iteration 41Q: 3 clusters Score -583704.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -583704.437500 Penalty: 4432.860352
	Iteration 42Q: 3 clusters Score -583704.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -583706.687500 Penalty: 4432.860352
	Iteration 43Q: 3 clusters Score -583706.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -583709.562500 Penalty: 4432.860352
	Iteration 44Q: 3 clusters Score -583709.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -583709.625000 Penalty: 4432.860352
	Iteration 45Q: 3 clusters Score -583709.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -583710.062500 Penalty: 4432.860352
	Iteration 46Q: 3 clusters Score -583710.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -583710.062500 Penalty: 4432.860352
	Iteration 47F: 3 clusters Score -583710.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (163664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163664 members 
Entering Unmasked Estep 
Score: -12410705.000000 Penalty: 2977.381348
	Iteration 0F: 2 clusters Score -1.24107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81788 members 
Mstep: Class 2 contains 81876 members 
Entering Unmasked Estep 
Score: -12301273.000000 Penalty: 5954.762695
	Iteration 0F: 3 clusters Score -1.230127e+07 nChanged 78385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80453 members 
Mstep: Class 2 contains 83211 members 
Entering Unmasked Estep 
Score: -12347493.000000 Penalty: 5954.762695
	Iteration 1F: 3 clusters Score -1.234749e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79698 members 
Mstep: Class 2 contains 83966 members 
Entering Unmasked Estep 
Score: -12349093.000000 Penalty: 5954.762695
	Iteration 2Q: 3 clusters Score -1.234909e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78765 members 
Mstep: Class 2 contains 84899 members 
Entering Unmasked Estep 
Score: -12350966.000000 Penalty: 5954.762695
	Iteration 3Q: 3 clusters Score -1.235097e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77767 members 
Mstep: Class 2 contains 85897 members 
Entering Unmasked Estep 
Score: -12353521.000000 Penalty: 5954.762695
	Iteration 4Q: 3 clusters Score -1.235352e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76705 members 
Mstep: Class 2 contains 86959 members 
Entering Unmasked Estep 
Score: -12356564.000000 Penalty: 5954.762695
	Iteration 5Q: 3 clusters Score -1.235656e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75645 members 
Mstep: Class 2 contains 88019 members 
Entering Unmasked Estep 
Score: -12360266.000000 Penalty: 5954.762695
	Iteration 6Q: 3 clusters Score -1.236027e+07 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74745 members 
Mstep: Class 2 contains 88919 members 
Entering Unmasked Estep 
Score: -12364880.000000 Penalty: 5954.762695
	Iteration 7F: 3 clusters Score -1.236488e+07 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74193 members 
Mstep: Class 2 contains 89471 members 
Entering Unmasked Estep 
Score: -12370537.000000 Penalty: 5954.762695
	Iteration 8F: 3 clusters Score -1.237054e+07 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73880 members 
Mstep: Class 2 contains 89784 members 
Entering Unmasked Estep 
Score: -12375597.000000 Penalty: 5954.762695
	Iteration 9F: 3 clusters Score -1.23756e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73871 members 
Mstep: Class 2 contains 89793 members 
Entering Unmasked Estep 
Score: -12378631.000000 Penalty: 5954.762695
	Iteration 10Q: 3 clusters Score -1.237863e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74094 members 
Mstep: Class 2 contains 89570 members 
Entering Unmasked Estep 
Score: -12379769.000000 Penalty: 5954.762695
	Iteration 11Q: 3 clusters Score -1.237977e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74285 members 
Mstep: Class 2 contains 89379 members 
Entering Unmasked Estep 
Score: -12380173.000000 Penalty: 5954.762695
	Iteration 12Q: 3 clusters Score -1.238017e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74498 members 
Mstep: Class 2 contains 89166 members 
Entering Unmasked Estep 
Score: -12380329.000000 Penalty: 5954.762695
	Iteration 13Q: 3 clusters Score -1.238033e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74670 members 
Mstep: Class 2 contains 88994 members 
Entering Unmasked Estep 
Score: -12380476.000000 Penalty: 5954.762695
	Iteration 14Q: 3 clusters Score -1.238048e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74812 members 
Mstep: Class 2 contains 88852 members 
Entering Unmasked Estep 
Score: -12380604.000000 Penalty: 5954.762695
	Iteration 15Q: 3 clusters Score -1.23806e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74945 members 
Mstep: Class 2 contains 88719 members 
Entering Unmasked Estep 
Score: -12380771.000000 Penalty: 5954.762695
	Iteration 16Q: 3 clusters Score -1.238077e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75094 members 
Mstep: Class 2 contains 88570 members 
Entering Unmasked Estep 
Score: -12380876.000000 Penalty: 5954.762695
	Iteration 17Q: 3 clusters Score -1.238088e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75249 members 
Mstep: Class 2 contains 88415 members 
Entering Unmasked Estep 
Score: -12381059.000000 Penalty: 5954.762695
	Iteration 18Q: 3 clusters Score -1.238106e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75396 members 
Mstep: Class 2 contains 88268 members 
Entering Unmasked Estep 
Score: -12381063.000000 Penalty: 5954.762695
	Iteration 19Q: 3 clusters Score -1.238106e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75507 members 
Mstep: Class 2 contains 88157 members 
Entering Unmasked Estep 
Score: -12381126.000000 Penalty: 5954.762695
	Iteration 20F: 3 clusters Score -1.238113e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75578 members 
Mstep: Class 2 contains 88086 members 
Entering Unmasked Estep 
Score: -12381217.000000 Penalty: 5954.762695
	Iteration 21Q: 3 clusters Score -1.238122e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75623 members 
Mstep: Class 2 contains 88041 members 
Entering Unmasked Estep 
Score: -12381286.000000 Penalty: 5954.762695
	Iteration 22Q: 3 clusters Score -1.238129e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75641 members 
Mstep: Class 2 contains 88023 members 
Entering Unmasked Estep 
Score: -12381360.000000 Penalty: 5954.762695
	Iteration 23Q: 3 clusters Score -1.238136e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75644 members 
Mstep: Class 2 contains 88020 members 
Entering Unmasked Estep 
Score: -12381422.000000 Penalty: 5954.762695
	Iteration 24Q: 3 clusters Score -1.238142e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75650 members 
Mstep: Class 2 contains 88014 members 
Entering Unmasked Estep 
Score: -12381462.000000 Penalty: 5954.762695
	Iteration 25Q: 3 clusters Score -1.238146e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75659 members 
Mstep: Class 2 contains 88005 members 
Entering Unmasked Estep 
Score: -12381508.000000 Penalty: 5954.762695
	Iteration 26Q: 3 clusters Score -1.238151e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75665 members 
Mstep: Class 2 contains 87999 members 
Entering Unmasked Estep 
Score: -12381591.000000 Penalty: 5954.762695
	Iteration 27Q: 3 clusters Score -1.238159e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75688 members 
Mstep: Class 2 contains 87976 members 
Entering Unmasked Estep 
Score: -12381605.000000 Penalty: 5954.762695
	Iteration 28Q: 3 clusters Score -1.23816e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75648 members 
Mstep: Class 2 contains 88016 members 
Entering Unmasked Estep 
Score: -12381682.000000 Penalty: 5954.762695
	Iteration 29Q: 3 clusters Score -1.238168e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75574 members 
Mstep: Class 2 contains 88090 members 
Entering Unmasked Estep 
Score: -12381715.000000 Penalty: 5954.762695
	Iteration 30Q: 3 clusters Score -1.238172e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75531 members 
Mstep: Class 2 contains 88133 members 
Entering Unmasked Estep 
Score: -12381830.000000 Penalty: 5954.762695
	Iteration 31Q: 3 clusters Score -1.238183e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75482 members 
Mstep: Class 2 contains 88182 members 
Entering Unmasked Estep 
Score: -12381833.000000 Penalty: 5954.762695
	Iteration 32Q: 3 clusters Score -1.238183e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75425 members 
Mstep: Class 2 contains 88239 members 
Entering Unmasked Estep 
Score: -12381850.000000 Penalty: 5954.762695
	Iteration 33Q: 3 clusters Score -1.238185e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75370 members 
Mstep: Class 2 contains 88294 members 
Entering Unmasked Estep 
Score: -12381957.000000 Penalty: 5954.762695
	Iteration 34Q: 3 clusters Score -1.238196e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75300 members 
Mstep: Class 2 contains 88364 members 
Entering Unmasked Estep 
Score: -12381997.000000 Penalty: 5954.762695
	Iteration 35Q: 3 clusters Score -1.2382e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75198 members 
Mstep: Class 2 contains 88466 members 
Entering Unmasked Estep 
Score: -12382038.000000 Penalty: 5954.762695
	Iteration 36Q: 3 clusters Score -1.238204e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75055 members 
Mstep: Class 2 contains 88609 members 
Entering Unmasked Estep 
Score: -12382075.000000 Penalty: 5954.762695
	Iteration 37Q: 3 clusters Score -1.238208e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74897 members 
Mstep: Class 2 contains 88767 members 
Entering Unmasked Estep 
Score: -12382110.000000 Penalty: 5954.762695
	Iteration 38Q: 3 clusters Score -1.238211e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74697 members 
Mstep: Class 2 contains 88967 members 
Entering Unmasked Estep 
Score: -12382117.000000 Penalty: 5954.762695
	Iteration 39Q: 3 clusters Score -1.238212e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74484 members 
Mstep: Class 2 contains 89180 members 
Entering Unmasked Estep 
Score: -12382200.000000 Penalty: 5954.762695
	Iteration 40F: 3 clusters Score -1.23822e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74258 members 
Mstep: Class 2 contains 89406 members 
Entering Unmasked Estep 
Score: -12382229.000000 Penalty: 5954.762695
	Iteration 41Q: 3 clusters Score -1.238223e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74032 members 
Mstep: Class 2 contains 89632 members 
Entering Unmasked Estep 
Score: -12382320.000000 Penalty: 5954.762695
	Iteration 42Q: 3 clusters Score -1.238232e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73751 members 
Mstep: Class 2 contains 89913 members 
Entering Unmasked Estep 
Score: -12382393.000000 Penalty: 5954.762695
	Iteration 43Q: 3 clusters Score -1.238239e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73453 members 
Mstep: Class 2 contains 90211 members 
Entering Unmasked Estep 
Score: -12382398.000000 Penalty: 5954.762695
	Iteration 44Q: 3 clusters Score -1.23824e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73118 members 
Mstep: Class 2 contains 90546 members 
Entering Unmasked Estep 
Score: -12382407.000000 Penalty: 5954.762695
	Iteration 45Q: 3 clusters Score -1.238241e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72728 members 
Mstep: Class 2 contains 90936 members 
Entering Unmasked Estep 
Score: -12382458.000000 Penalty: 5954.762695
	Iteration 46Q: 3 clusters Score -1.238246e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72287 members 
Mstep: Class 2 contains 91377 members 
Entering Unmasked Estep 
Score: -12382519.000000 Penalty: 5954.762695
	Iteration 47Q: 3 clusters Score -1.238252e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71832 members 
Mstep: Class 2 contains 91832 members 
Entering Unmasked Estep 
Score: -12382583.000000 Penalty: 5954.762695
	Iteration 48Q: 3 clusters Score -1.238258e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71323 members 
Mstep: Class 2 contains 92341 members 
Entering Unmasked Estep 
Score: -12382648.000000 Penalty: 5954.762695
	Iteration 49Q: 3 clusters Score -1.238265e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70747 members 
Mstep: Class 2 contains 92917 members 
Entering Unmasked Estep 
Score: -12382769.000000 Penalty: 5954.762695
	Iteration 50Q: 3 clusters Score -1.238277e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70081 members 
Mstep: Class 2 contains 93583 members 
Entering Unmasked Estep 
Score: -12382781.000000 Penalty: 5954.762695
	Iteration 51Q: 3 clusters Score -1.238278e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69354 members 
Mstep: Class 2 contains 94310 members 
Entering Unmasked Estep 
Score: -12382941.000000 Penalty: 5954.762695
	Iteration 52Q: 3 clusters Score -1.238294e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68530 members 
Mstep: Class 2 contains 95134 members 
Entering Unmasked Estep 
Score: -12383056.000000 Penalty: 5954.762695
	Iteration 53Q: 3 clusters Score -1.238306e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67607 members 
Mstep: Class 2 contains 96057 members 
Entering Unmasked Estep 
Score: -12383181.000000 Penalty: 5954.762695
	Iteration 54Q: 3 clusters Score -1.238318e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66545 members 
Mstep: Class 2 contains 97119 members 
Entering Unmasked Estep 
Score: -12383355.000000 Penalty: 5954.762695
	Iteration 55Q: 3 clusters Score -1.238336e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65361 members 
Mstep: Class 2 contains 98303 members 
Entering Unmasked Estep 
Score: -12383560.000000 Penalty: 5954.762695
	Iteration 56Q: 3 clusters Score -1.238356e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64050 members 
Mstep: Class 2 contains 99614 members 
Entering Unmasked Estep 
Score: -12383781.000000 Penalty: 5954.762695
	Iteration 57Q: 3 clusters Score -1.238378e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 100997 members 
Entering Unmasked Estep 
Score: -12384009.000000 Penalty: 5954.762695
	Iteration 58Q: 3 clusters Score -1.238401e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61170 members 
Mstep: Class 2 contains 102494 members 
Entering Unmasked Estep 
Score: -12384204.000000 Penalty: 5954.762695
	Iteration 59Q: 3 clusters Score -1.23842e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 104121 members 
Entering Unmasked Estep 
Score: -12384492.000000 Penalty: 5954.762695
	Iteration 60F: 3 clusters Score -1.238449e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57828 members 
Mstep: Class 2 contains 105836 members 
Entering Unmasked Estep 
Score: -12384873.000000 Penalty: 5954.762695
	Iteration 61Q: 3 clusters Score -1.238487e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56002 members 
Mstep: Class 2 contains 107662 members 
Entering Unmasked Estep 
Score: -12385218.000000 Penalty: 5954.762695
	Iteration 62Q: 3 clusters Score -1.238522e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 109598 members 
Entering Unmasked Estep 
Score: -12385630.000000 Penalty: 5954.762695
	Iteration 63Q: 3 clusters Score -1.238563e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 111609 members 
Entering Unmasked Estep 
Score: -12386097.000000 Penalty: 5954.762695
	Iteration 64Q: 3 clusters Score -1.23861e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 113788 members 
Entering Unmasked Estep 
Score: -12386643.000000 Penalty: 5954.762695
	Iteration 65Q: 3 clusters Score -1.238664e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 116111 members 
Entering Unmasked Estep 
Score: -12387395.000000 Penalty: 5954.762695
	Iteration 66Q: 3 clusters Score -1.23874e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Mstep: Class 2 contains 118564 members 
Entering Unmasked Estep 
Score: -12388069.000000 Penalty: 5954.762695
	Iteration 67Q: 3 clusters Score -1.238807e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 121190 members 
Entering Unmasked Estep 
Score: -12388916.000000 Penalty: 5954.762695
	Iteration 68Q: 3 clusters Score -1.238892e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 123998 members 
Entering Unmasked Estep 
Score: -12389910.000000 Penalty: 5954.762695
	Iteration 69Q: 3 clusters Score -1.238991e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 126932 members 
Entering Unmasked Estep 
Score: -12391027.000000 Penalty: 5954.762695
	Iteration 70Q: 3 clusters Score -1.239103e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 129875 members 
Entering Unmasked Estep 
Score: -12392193.000000 Penalty: 5954.762695
	Iteration 71Q: 3 clusters Score -1.239219e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 132919 members 
Entering Unmasked Estep 
Score: -12393556.000000 Penalty: 5954.762695
	Iteration 72Q: 3 clusters Score -1.239356e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 135923 members 
Entering Unmasked Estep 
Score: -12394833.000000 Penalty: 5954.762695
	Iteration 73Q: 3 clusters Score -1.239483e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 138820 members 
Entering Unmasked Estep 
Score: -12396234.000000 Penalty: 5954.762695
	Iteration 74Q: 3 clusters Score -1.239623e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 141650 members 
Entering Unmasked Estep 
Score: -12397587.000000 Penalty: 5954.762695
	Iteration 75Q: 3 clusters Score -1.239759e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 144316 members 
Entering Unmasked Estep 
Score: -12398830.000000 Penalty: 5954.762695
	Iteration 76Q: 3 clusters Score -1.239883e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 146797 members 
Entering Unmasked Estep 
Score: -12400080.000000 Penalty: 5954.762695
	Iteration 77Q: 3 clusters Score -1.240008e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 149101 members 
Entering Unmasked Estep 
Score: -12401285.000000 Penalty: 5954.762695
	Iteration 78Q: 3 clusters Score -1.240128e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 151242 members 
Entering Unmasked Estep 
Score: -12402469.000000 Penalty: 5954.762695
	Iteration 79Q: 3 clusters Score -1.240247e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 153162 members 
Entering Unmasked Estep 
Score: -12403589.000000 Penalty: 5954.762695
	Iteration 80F: 3 clusters Score -1.240359e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 154892 members 
Entering Unmasked Estep 
Score: -12404500.000000 Penalty: 5954.762695
	Iteration 81Q: 3 clusters Score -1.24045e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 156338 members 
Entering Unmasked Estep 
Score: -12405313.000000 Penalty: 5954.762695
	Iteration 82Q: 3 clusters Score -1.240531e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 157561 members 
Entering Unmasked Estep 
Score: -12405990.000000 Penalty: 5954.762695
	Iteration 83Q: 3 clusters Score -1.240599e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 158556 members 
Entering Unmasked Estep 
Score: -12406534.000000 Penalty: 5954.762695
	Iteration 84Q: 3 clusters Score -1.240653e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 159353 members 
Entering Unmasked Estep 
Score: -12407002.000000 Penalty: 5954.762695
	Iteration 85Q: 3 clusters Score -1.2407e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 159958 members 
Entering Unmasked Estep 
Score: -12407326.000000 Penalty: 5954.762695
	Iteration 86Q: 3 clusters Score -1.240733e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 160402 members 
Entering Unmasked Estep 
Score: -12407574.000000 Penalty: 5954.762695
	Iteration 87Q: 3 clusters Score -1.240757e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 160747 members 
Entering Unmasked Estep 
Score: -12407754.000000 Penalty: 5954.762695
	Iteration 88Q: 3 clusters Score -1.240775e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 161034 members 
Entering Unmasked Estep 
Score: -12407897.000000 Penalty: 5954.762695
	Iteration 89Q: 3 clusters Score -1.24079e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 161230 members 
Entering Unmasked Estep 
Score: -12408022.000000 Penalty: 5954.762695
	Iteration 90Q: 3 clusters Score -1.240802e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 161394 members 
Entering Unmasked Estep 
Score: -12408094.000000 Penalty: 5954.762695
	Iteration 91Q: 3 clusters Score -1.240809e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 161530 members 
Entering Unmasked Estep 
Score: -12408164.000000 Penalty: 5954.762695
	Iteration 92Q: 3 clusters Score -1.240816e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 161651 members 
Entering Unmasked Estep 
Score: -12408232.000000 Penalty: 5954.762695
	Iteration 93Q: 3 clusters Score -1.240823e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 161743 members 
Entering Unmasked Estep 
Score: -12408252.000000 Penalty: 5954.762695
	Iteration 94Q: 3 clusters Score -1.240825e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 161822 members 
Entering Unmasked Estep 
Score: -12408295.000000 Penalty: 5954.762695
	Iteration 95Q: 3 clusters Score -1.24083e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 161883 members 
Entering Unmasked Estep 
Score: -12408313.000000 Penalty: 5954.762695
	Iteration 96Q: 3 clusters Score -1.240831e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 161953 members 
Entering Unmasked Estep 
Score: -12408336.000000 Penalty: 5954.762695
	Iteration 97Q: 3 clusters Score -1.240834e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 162011 members 
Entering Unmasked Estep 
Score: -12408355.000000 Penalty: 5954.762695
	Iteration 98Q: 3 clusters Score -1.240836e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 162044 members 
Entering Unmasked Estep 
Score: -12408380.000000 Penalty: 5954.762695
	Iteration 99Q: 3 clusters Score -1.240838e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 162073 members 
Entering Unmasked Estep 
Score: -12408407.000000 Penalty: 5954.762695
	Iteration 100F: 3 clusters Score -1.240841e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 162104 members 
Entering Unmasked Estep 
Score: -12408422.000000 Penalty: 5954.762695
	Iteration 101Q: 3 clusters Score -1.240842e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 162132 members 
Entering Unmasked Estep 
Score: -12408427.000000 Penalty: 5954.762695
	Iteration 102Q: 3 clusters Score -1.240843e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 162158 members 
Entering Unmasked Estep 
Score: -12408451.000000 Penalty: 5954.762695
	Iteration 103Q: 3 clusters Score -1.240845e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 162183 members 
Entering Unmasked Estep 
Score: -12408461.000000 Penalty: 5954.762695
	Iteration 104Q: 3 clusters Score -1.240846e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 162203 members 
Entering Unmasked Estep 
Score: -12408482.000000 Penalty: 5954.762695
	Iteration 105Q: 3 clusters Score -1.240848e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 162214 members 
Entering Unmasked Estep 
Score: -12408495.000000 Penalty: 5954.762695
	Iteration 106Q: 3 clusters Score -1.24085e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 162226 members 
Entering Unmasked Estep 
Score: -12408486.000000 Penalty: 5954.762695
	Iteration 107Q: 3 clusters Score -1.240849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 162235 members 
Entering Unmasked Estep 
Score: -12408503.000000 Penalty: 5954.762695
	Iteration 108Q: 3 clusters Score -1.24085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 162242 members 
Entering Unmasked Estep 
Score: -12408503.000000 Penalty: 5954.762695
	Iteration 109Q: 3 clusters Score -1.24085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 162247 members 
Entering Unmasked Estep 
Score: -12408496.000000 Penalty: 5954.762695
	Iteration 110Q: 3 clusters Score -1.24085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 162248 members 
Entering Unmasked Estep 
Score: -12408503.000000 Penalty: 5954.762695
	Iteration 111Q: 3 clusters Score -1.24085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 162251 members 
Entering Unmasked Estep 
Score: -12408513.000000 Penalty: 5954.762695
	Iteration 112Q: 3 clusters Score -1.240851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 162253 members 
Entering Unmasked Estep 
Score: -12408508.000000 Penalty: 5954.762695
	Iteration 113Q: 3 clusters Score -1.240851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 162253 members 
Entering Unmasked Estep 
Score: -12408508.000000 Penalty: 5954.762695
	Iteration 114F: 3 clusters Score -1.240851e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Entering Unmasked Estep 
Score: -234192.546875 Penalty: 2025.925171
	Iteration 0F: 2 clusters Score -234192.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -230605.078125 Penalty: 4051.850342
	Iteration 0F: 3 clusters Score -230605.1 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -231392.296875 Penalty: 4051.850342
	Iteration 1F: 3 clusters Score -231392.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -231590.984375 Penalty: 4051.850342
	Iteration 2F: 3 clusters Score -231591 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -231695.359375 Penalty: 4051.850342
	Iteration 3Q: 3 clusters Score -231695.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -231764.812500 Penalty: 4051.850342
	Iteration 4Q: 3 clusters Score -231764.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -231827.609375 Penalty: 4051.850342
	Iteration 5Q: 3 clusters Score -231827.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -231894.390625 Penalty: 4051.850342
	Iteration 6Q: 3 clusters Score -231894.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -231952.343750 Penalty: 4051.850342
	Iteration 7Q: 3 clusters Score -231952.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -232020.781250 Penalty: 4051.850342
	Iteration 8Q: 3 clusters Score -232020.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -232102.906250 Penalty: 4051.850342
	Iteration 9Q: 3 clusters Score -232102.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -232169.171875 Penalty: 4051.850342
	Iteration 10Q: 3 clusters Score -232169.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -232227.656250 Penalty: 4051.850342
	Iteration 11Q: 3 clusters Score -232227.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -232283.750000 Penalty: 4051.850342
	Iteration 12Q: 3 clusters Score -232283.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -232336.781250 Penalty: 4051.850342
	Iteration 13Q: 3 clusters Score -232336.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -232379.234375 Penalty: 4051.850342
	Iteration 14Q: 3 clusters Score -232379.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -232412.500000 Penalty: 4051.850342
	Iteration 15Q: 3 clusters Score -232412.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -232436.203125 Penalty: 4051.850342
	Iteration 16Q: 3 clusters Score -232436.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -232455.890625 Penalty: 4051.850342
	Iteration 17Q: 3 clusters Score -232455.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -232467.796875 Penalty: 4051.850342
	Iteration 18Q: 3 clusters Score -232467.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -232478.015625 Penalty: 4051.850342
	Iteration 19Q: 3 clusters Score -232478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -232485.546875 Penalty: 4051.850342
	Iteration 20F: 3 clusters Score -232485.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -232494.015625 Penalty: 4051.850342
	Iteration 21Q: 3 clusters Score -232494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -232497.765625 Penalty: 4051.850342
	Iteration 22Q: 3 clusters Score -232497.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -232500.046875 Penalty: 4051.850342
	Iteration 23Q: 3 clusters Score -232500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -232501.468750 Penalty: 4051.850342
	Iteration 24Q: 3 clusters Score -232501.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -232501.843750 Penalty: 4051.850342
	Iteration 25Q: 3 clusters Score -232501.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -232501.968750 Penalty: 4051.850342
	Iteration 26Q: 3 clusters Score -232502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -232501.968750 Penalty: 4051.850342
	Iteration 27F: 3 clusters Score -232502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Entering Unmasked Estep 
Score: -340086.375000 Penalty: 2105.679688
	Iteration 0F: 2 clusters Score -340086.4 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 2425 members 
Entering Unmasked Estep 
Score: -335638.656250 Penalty: 4211.359375
	Iteration 0F: 3 clusters Score -335638.7 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -336763.718750 Penalty: 4211.359375
	Iteration 1F: 3 clusters Score -336763.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -337034.718750 Penalty: 4211.359375
	Iteration 2F: 3 clusters Score -337034.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -337210.812500 Penalty: 4211.359375
	Iteration 3F: 3 clusters Score -337210.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -337351.843750 Penalty: 4211.359375
	Iteration 4Q: 3 clusters Score -337351.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -337463.000000 Penalty: 4211.359375
	Iteration 5Q: 3 clusters Score -337463 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -337561.531250 Penalty: 4211.359375
	Iteration 6Q: 3 clusters Score -337561.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -337645.250000 Penalty: 4211.359375
	Iteration 7Q: 3 clusters Score -337645.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -337722.687500 Penalty: 4211.359375
	Iteration 8Q: 3 clusters Score -337722.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -337795.468750 Penalty: 4211.359375
	Iteration 9Q: 3 clusters Score -337795.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -337865.000000 Penalty: 4211.359375
	Iteration 10Q: 3 clusters Score -337865 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -337921.812500 Penalty: 4211.359375
	Iteration 11Q: 3 clusters Score -337921.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -337973.750000 Penalty: 4211.359375
	Iteration 12Q: 3 clusters Score -337973.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -338028.531250 Penalty: 4211.359375
	Iteration 13Q: 3 clusters Score -338028.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -338079.718750 Penalty: 4211.359375
	Iteration 14Q: 3 clusters Score -338079.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -338127.093750 Penalty: 4211.359375
	Iteration 15Q: 3 clusters Score -338127.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -338168.968750 Penalty: 4211.359375
	Iteration 16Q: 3 clusters Score -338169 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -338212.062500 Penalty: 4211.359375
	Iteration 17Q: 3 clusters Score -338212.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -338239.781250 Penalty: 4211.359375
	Iteration 18Q: 3 clusters Score -338239.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -338271.312500 Penalty: 4211.359375
	Iteration 19Q: 3 clusters Score -338271.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -338299.687500 Penalty: 4211.359375
	Iteration 20F: 3 clusters Score -338299.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -338323.250000 Penalty: 4211.359375
	Iteration 21Q: 3 clusters Score -338323.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -338335.656250 Penalty: 4211.359375
	Iteration 22Q: 3 clusters Score -338335.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -338347.562500 Penalty: 4211.359375
	Iteration 23Q: 3 clusters Score -338347.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -338353.281250 Penalty: 4211.359375
	Iteration 24Q: 3 clusters Score -338353.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -338360.625000 Penalty: 4211.359375
	Iteration 25Q: 3 clusters Score -338360.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -338367.531250 Penalty: 4211.359375
	Iteration 26Q: 3 clusters Score -338367.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -338374.468750 Penalty: 4211.359375
	Iteration 27Q: 3 clusters Score -338374.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -338382.000000 Penalty: 4211.359375
	Iteration 28Q: 3 clusters Score -338382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -338388.656250 Penalty: 4211.359375
	Iteration 29Q: 3 clusters Score -338388.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -338395.406250 Penalty: 4211.359375
	Iteration 30Q: 3 clusters Score -338395.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -338400.156250 Penalty: 4211.359375
	Iteration 31Q: 3 clusters Score -338400.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -338404.468750 Penalty: 4211.359375
	Iteration 32Q: 3 clusters Score -338404.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -338407.562500 Penalty: 4211.359375
	Iteration 33Q: 3 clusters Score -338407.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -338411.875000 Penalty: 4211.359375
	Iteration 34Q: 3 clusters Score -338411.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -338417.781250 Penalty: 4211.359375
	Iteration 35Q: 3 clusters Score -338417.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -338423.375000 Penalty: 4211.359375
	Iteration 36Q: 3 clusters Score -338423.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -338428.531250 Penalty: 4211.359375
	Iteration 37Q: 3 clusters Score -338428.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -338434.093750 Penalty: 4211.359375
	Iteration 38Q: 3 clusters Score -338434.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -338437.687500 Penalty: 4211.359375
	Iteration 39Q: 3 clusters Score -338437.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -338441.125000 Penalty: 4211.359375
	Iteration 40F: 3 clusters Score -338441.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -338442.781250 Penalty: 4211.359375
	Iteration 41Q: 3 clusters Score -338442.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -338447.062500 Penalty: 4211.359375
	Iteration 42Q: 3 clusters Score -338447.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -338451.000000 Penalty: 4211.359375
	Iteration 43Q: 3 clusters Score -338451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -338454.250000 Penalty: 4211.359375
	Iteration 44Q: 3 clusters Score -338454.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -338456.218750 Penalty: 4211.359375
	Iteration 45Q: 3 clusters Score -338456.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -338458.687500 Penalty: 4211.359375
	Iteration 46Q: 3 clusters Score -338458.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -338462.468750 Penalty: 4211.359375
	Iteration 47Q: 3 clusters Score -338462.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -338463.593750 Penalty: 4211.359375
	Iteration 48Q: 3 clusters Score -338463.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -338466.312500 Penalty: 4211.359375
	Iteration 49Q: 3 clusters Score -338466.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -338468.625000 Penalty: 4211.359375
	Iteration 50Q: 3 clusters Score -338468.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -338469.500000 Penalty: 4211.359375
	Iteration 51Q: 3 clusters Score -338469.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -338470.500000 Penalty: 4211.359375
	Iteration 52Q: 3 clusters Score -338470.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -338471.187500 Penalty: 4211.359375
	Iteration 53Q: 3 clusters Score -338471.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -338472.250000 Penalty: 4211.359375
	Iteration 54Q: 3 clusters Score -338472.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -338472.843750 Penalty: 4211.359375
	Iteration 55Q: 3 clusters Score -338472.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -338473.625000 Penalty: 4211.359375
	Iteration 56Q: 3 clusters Score -338473.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -338476.187500 Penalty: 4211.359375
	Iteration 57Q: 3 clusters Score -338476.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -338476.343750 Penalty: 4211.359375
	Iteration 58Q: 3 clusters Score -338476.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -338478.000000 Penalty: 4211.359375
	Iteration 59Q: 3 clusters Score -338478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -338479.187500 Penalty: 4211.359375
	Iteration 60F: 3 clusters Score -338479.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -338480.125000 Penalty: 4211.359375
	Iteration 61Q: 3 clusters Score -338480.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -338480.625000 Penalty: 4211.359375
	Iteration 62Q: 3 clusters Score -338480.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -338481.906250 Penalty: 4211.359375
	Iteration 63Q: 3 clusters Score -338481.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -338484.687500 Penalty: 4211.359375
	Iteration 64Q: 3 clusters Score -338484.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -338486.062500 Penalty: 4211.359375
	Iteration 65Q: 3 clusters Score -338486.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -338488.343750 Penalty: 4211.359375
	Iteration 66Q: 3 clusters Score -338488.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -338488.156250 Penalty: 4211.359375
	Iteration 67Q: 3 clusters Score -338488.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -338488.156250 Penalty: 4211.359375
	Iteration 68F: 3 clusters Score -338488.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Entering Unmasked Estep 
Score: -86141.570312 Penalty: 1769.453003
	Iteration 0F: 2 clusters Score -86141.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -84072.156250 Penalty: 3538.906006
	Iteration 0F: 3 clusters Score -84072.16 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -84405.359375 Penalty: 3538.906006
	Iteration 1F: 3 clusters Score -84405.36 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -84493.554688 Penalty: 3538.906006
	Iteration 2F: 3 clusters Score -84493.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -84529.132812 Penalty: 3538.906006
	Iteration 3Q: 3 clusters Score -84529.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -84554.976562 Penalty: 3538.906006
	Iteration 4Q: 3 clusters Score -84554.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -84570.820312 Penalty: 3538.906006
	Iteration 5Q: 3 clusters Score -84570.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -84576.890625 Penalty: 3538.906006
	Iteration 6Q: 3 clusters Score -84576.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -84586.546875 Penalty: 3538.906006
	Iteration 7Q: 3 clusters Score -84586.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -84597.585938 Penalty: 3538.906006
	Iteration 8Q: 3 clusters Score -84597.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -84602.765625 Penalty: 3538.906006
	Iteration 9Q: 3 clusters Score -84602.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -84608.351562 Penalty: 3538.906006
	Iteration 10Q: 3 clusters Score -84608.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -84611.687500 Penalty: 3538.906006
	Iteration 11Q: 3 clusters Score -84611.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -84612.914062 Penalty: 3538.906006
	Iteration 12Q: 3 clusters Score -84612.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -84613.351562 Penalty: 3538.906006
	Iteration 13Q: 3 clusters Score -84613.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -84613.351562 Penalty: 3538.906006
	Iteration 14F: 3 clusters Score -84613.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (93451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93451 members 
Entering Unmasked Estep 
Score: -7107538.000000 Penalty: 2838.407715
	Iteration 0F: 2 clusters Score -7107538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -7045033.500000 Penalty: 5676.815430
	Iteration 0F: 3 clusters Score -7045034 nChanged 44059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -7070281.000000 Penalty: 5676.815430
	Iteration 1F: 3 clusters Score -7070281 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -7071163.500000 Penalty: 5676.815430
	Iteration 2Q: 3 clusters Score -7071164 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -7072310.000000 Penalty: 5676.815430
	Iteration 3Q: 3 clusters Score -7072310 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 52788 members 
Entering Unmasked Estep 
Score: -7073919.000000 Penalty: 5676.815430
	Iteration 4Q: 3 clusters Score -7073919 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -7076144.000000 Penalty: 5676.815430
	Iteration 5F: 3 clusters Score -7076144 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 59583 members 
Entering Unmasked Estep 
Score: -7079225.500000 Penalty: 5676.815430
	Iteration 6F: 3 clusters Score -7079226 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 64293 members 
Entering Unmasked Estep 
Score: -7082998.500000 Penalty: 5676.815430
	Iteration 7F: 3 clusters Score -7082998 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 69437 members 
Entering Unmasked Estep 
Score: -7087134.500000 Penalty: 5676.815430
	Iteration 8F: 3 clusters Score -7087134 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 74437 members 
Entering Unmasked Estep 
Score: -7091224.500000 Penalty: 5676.815430
	Iteration 9F: 3 clusters Score -7091224 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 79008 members 
Entering Unmasked Estep 
Score: -7095135.000000 Penalty: 5676.815430
	Iteration 10F: 3 clusters Score -7095135 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 82657 members 
Entering Unmasked Estep 
Score: -7098210.500000 Penalty: 5676.815430
	Iteration 11Q: 3 clusters Score -7098210 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 85395 members 
Entering Unmasked Estep 
Score: -7100501.500000 Penalty: 5676.815430
	Iteration 12Q: 3 clusters Score -7100502 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 87332 members 
Entering Unmasked Estep 
Score: -7102125.500000 Penalty: 5676.815430
	Iteration 13Q: 3 clusters Score -7102126 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 88604 members 
Entering Unmasked Estep 
Score: -7103074.500000 Penalty: 5676.815430
	Iteration 14Q: 3 clusters Score -7103074 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 89518 members 
Entering Unmasked Estep 
Score: -7103746.500000 Penalty: 5676.815430
	Iteration 15Q: 3 clusters Score -7103746 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 90186 members 
Entering Unmasked Estep 
Score: -7104171.000000 Penalty: 5676.815430
	Iteration 16Q: 3 clusters Score -7104171 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 90708 members 
Entering Unmasked Estep 
Score: -7104475.000000 Penalty: 5676.815430
	Iteration 17Q: 3 clusters Score -7104475 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 91113 members 
Entering Unmasked Estep 
Score: -7104707.500000 Penalty: 5676.815430
	Iteration 18Q: 3 clusters Score -7104708 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 91408 members 
Entering Unmasked Estep 
Score: -7104890.500000 Penalty: 5676.815430
	Iteration 19Q: 3 clusters Score -7104890 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 91605 members 
Entering Unmasked Estep 
Score: -7104994.500000 Penalty: 5676.815430
	Iteration 20F: 3 clusters Score -7104994 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 91764 members 
Entering Unmasked Estep 
Score: -7105087.000000 Penalty: 5676.815430
	Iteration 21Q: 3 clusters Score -7105087 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 91889 members 
Entering Unmasked Estep 
Score: -7105150.500000 Penalty: 5676.815430
	Iteration 22Q: 3 clusters Score -7105150 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 91994 members 
Entering Unmasked Estep 
Score: -7105201.500000 Penalty: 5676.815430
	Iteration 23Q: 3 clusters Score -7105202 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 92076 members 
Entering Unmasked Estep 
Score: -7105264.000000 Penalty: 5676.815430
	Iteration 24Q: 3 clusters Score -7105264 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 92132 members 
Entering Unmasked Estep 
Score: -7105292.500000 Penalty: 5676.815430
	Iteration 25Q: 3 clusters Score -7105292 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 92178 members 
Entering Unmasked Estep 
Score: -7105315.500000 Penalty: 5676.815430
	Iteration 26Q: 3 clusters Score -7105316 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 92210 members 
Entering Unmasked Estep 
Score: -7105317.500000 Penalty: 5676.815430
	Iteration 27Q: 3 clusters Score -7105318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 92233 members 
Entering Unmasked Estep 
Score: -7105328.500000 Penalty: 5676.815430
	Iteration 28Q: 3 clusters Score -7105328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 92255 members 
Entering Unmasked Estep 
Score: -7105344.000000 Penalty: 5676.815430
	Iteration 29Q: 3 clusters Score -7105344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 92280 members 
Entering Unmasked Estep 
Score: -7105355.000000 Penalty: 5676.815430
	Iteration 30Q: 3 clusters Score -7105355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 92304 members 
Entering Unmasked Estep 
Score: -7105363.000000 Penalty: 5676.815430
	Iteration 31Q: 3 clusters Score -7105363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 92327 members 
Entering Unmasked Estep 
Score: -7105369.000000 Penalty: 5676.815430
	Iteration 32Q: 3 clusters Score -7105369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 92341 members 
Entering Unmasked Estep 
Score: -7105375.500000 Penalty: 5676.815430
	Iteration 33Q: 3 clusters Score -7105376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 92365 members 
Entering Unmasked Estep 
Score: -7105376.000000 Penalty: 5676.815430
	Iteration 34Q: 3 clusters Score -7105376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 92391 members 
Entering Unmasked Estep 
Score: -7105380.000000 Penalty: 5676.815430
	Iteration 35Q: 3 clusters Score -7105380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 92406 members 
Entering Unmasked Estep 
Score: -7105378.500000 Penalty: 5676.815430
	Iteration 36Q: 3 clusters Score -7105378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 92418 members 
Entering Unmasked Estep 
Score: -7105393.000000 Penalty: 5676.815430
	Iteration 37Q: 3 clusters Score -7105393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 92433 members 
Entering Unmasked Estep 
Score: -7105403.500000 Penalty: 5676.815430
	Iteration 38Q: 3 clusters Score -7105404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 92442 members 
Entering Unmasked Estep 
Score: -7105410.000000 Penalty: 5676.815430
	Iteration 39Q: 3 clusters Score -7105410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 92447 members 
Entering Unmasked Estep 
Score: -7105418.000000 Penalty: 5676.815430
	Iteration 40F: 3 clusters Score -7105418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 92450 members 
Entering Unmasked Estep 
Score: -7105417.000000 Penalty: 5676.815430
	Iteration 41Q: 3 clusters Score -7105417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 92456 members 
Entering Unmasked Estep 
Score: -7105420.000000 Penalty: 5676.815430
	Iteration 42Q: 3 clusters Score -7105420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 92460 members 
Entering Unmasked Estep 
Score: -7105423.500000 Penalty: 5676.815430
	Iteration 43Q: 3 clusters Score -7105424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 92465 members 
Entering Unmasked Estep 
Score: -7105422.000000 Penalty: 5676.815430
	Iteration 44Q: 3 clusters Score -7105422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 92468 members 
Entering Unmasked Estep 
Score: -7105422.000000 Penalty: 5676.815430
	Iteration 45Q: 3 clusters Score -7105422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 92475 members 
Entering Unmasked Estep 
Score: -7105424.000000 Penalty: 5676.815430
	Iteration 46Q: 3 clusters Score -7105424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 92478 members 
Entering Unmasked Estep 
Score: -7105422.000000 Penalty: 5676.815430
	Iteration 47Q: 3 clusters Score -7105422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 92478 members 
Entering Unmasked Estep 
Score: -7105415.500000 Penalty: 5676.815430
	Iteration 48Q: 3 clusters Score -7105416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 92480 members 
Entering Unmasked Estep 
Score: -7105423.500000 Penalty: 5676.815430
	Iteration 49Q: 3 clusters Score -7105424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 92483 members 
Entering Unmasked Estep 
Score: -7105419.000000 Penalty: 5676.815430
	Iteration 50Q: 3 clusters Score -7105419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 92482 members 
Entering Unmasked Estep 
Score: -7105419.500000 Penalty: 5676.815430
	Iteration 51Q: 3 clusters Score -7105420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 92481 members 
Entering Unmasked Estep 
Score: -7105417.500000 Penalty: 5676.815430
	Iteration 52Q: 3 clusters Score -7105418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 92483 members 
Entering Unmasked Estep 
Score: -7105423.000000 Penalty: 5676.815430
	Iteration 53Q: 3 clusters Score -7105423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 92485 members 
Entering Unmasked Estep 
Score: -7105425.500000 Penalty: 5676.815430
	Iteration 54Q: 3 clusters Score -7105426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 92485 members 
Entering Unmasked Estep 
Score: -7105425.500000 Penalty: 5676.815430
	Iteration 55F: 3 clusters Score -7105426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Entering Unmasked Estep 
Score: -812554.687500 Penalty: 2308.499268
	Iteration 0F: 2 clusters Score -812554.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -804267.812500 Penalty: 4616.998535
	Iteration 0F: 3 clusters Score -804267.8 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -806853.000000 Penalty: 4616.998535
	Iteration 1F: 3 clusters Score -806853 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -807209.187500 Penalty: 4616.998535
	Iteration 2F: 3 clusters Score -807209.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -807482.687500 Penalty: 4616.998535
	Iteration 3F: 3 clusters Score -807482.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -807772.562500 Penalty: 4616.998535
	Iteration 4Q: 3 clusters Score -807772.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -808092.312500 Penalty: 4616.998535
	Iteration 5Q: 3 clusters Score -808092.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -808404.937500 Penalty: 4616.998535
	Iteration 6Q: 3 clusters Score -808404.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -808681.125000 Penalty: 4616.998535
	Iteration 7Q: 3 clusters Score -808681.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -808918.187500 Penalty: 4616.998535
	Iteration 8Q: 3 clusters Score -808918.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -809131.625000 Penalty: 4616.998535
	Iteration 9Q: 3 clusters Score -809131.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -809316.125000 Penalty: 4616.998535
	Iteration 10Q: 3 clusters Score -809316.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -809477.500000 Penalty: 4616.998535
	Iteration 11Q: 3 clusters Score -809477.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -809621.000000 Penalty: 4616.998535
	Iteration 12Q: 3 clusters Score -809621 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -809747.000000 Penalty: 4616.998535
	Iteration 13Q: 3 clusters Score -809747 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -809879.750000 Penalty: 4616.998535
	Iteration 14Q: 3 clusters Score -809879.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -810003.875000 Penalty: 4616.998535
	Iteration 15Q: 3 clusters Score -810003.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -810104.687500 Penalty: 4616.998535
	Iteration 16Q: 3 clusters Score -810104.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -810202.875000 Penalty: 4616.998535
	Iteration 17Q: 3 clusters Score -810202.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -810285.000000 Penalty: 4616.998535
	Iteration 18Q: 3 clusters Score -810285 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -810340.687500 Penalty: 4616.998535
	Iteration 19Q: 3 clusters Score -810340.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -810377.937500 Penalty: 4616.998535
	Iteration 20F: 3 clusters Score -810377.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -810414.375000 Penalty: 4616.998535
	Iteration 21Q: 3 clusters Score -810414.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -810446.187500 Penalty: 4616.998535
	Iteration 22Q: 3 clusters Score -810446.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -810467.062500 Penalty: 4616.998535
	Iteration 23Q: 3 clusters Score -810467.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -810482.125000 Penalty: 4616.998535
	Iteration 24Q: 3 clusters Score -810482.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -810496.625000 Penalty: 4616.998535
	Iteration 25Q: 3 clusters Score -810496.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -810510.562500 Penalty: 4616.998535
	Iteration 26Q: 3 clusters Score -810510.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -810519.437500 Penalty: 4616.998535
	Iteration 27Q: 3 clusters Score -810519.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -810528.000000 Penalty: 4616.998535
	Iteration 28Q: 3 clusters Score -810528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -810535.875000 Penalty: 4616.998535
	Iteration 29Q: 3 clusters Score -810535.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -810546.812500 Penalty: 4616.998535
	Iteration 30Q: 3 clusters Score -810546.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -810552.437500 Penalty: 4616.998535
	Iteration 31Q: 3 clusters Score -810552.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -810561.875000 Penalty: 4616.998535
	Iteration 32Q: 3 clusters Score -810561.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -810564.625000 Penalty: 4616.998535
	Iteration 33Q: 3 clusters Score -810564.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -810569.187500 Penalty: 4616.998535
	Iteration 34Q: 3 clusters Score -810569.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -810575.250000 Penalty: 4616.998535
	Iteration 35Q: 3 clusters Score -810575.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -810580.562500 Penalty: 4616.998535
	Iteration 36Q: 3 clusters Score -810580.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -810580.687500 Penalty: 4616.998535
	Iteration 37Q: 3 clusters Score -810580.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -810583.250000 Penalty: 4616.998535
	Iteration 38Q: 3 clusters Score -810583.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -810584.250000 Penalty: 4616.998535
	Iteration 39Q: 3 clusters Score -810584.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -810586.937500 Penalty: 4616.998535
	Iteration 40F: 3 clusters Score -810586.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -810586.875000 Penalty: 4616.998535
	Iteration 41Q: 3 clusters Score -810586.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -810587.625000 Penalty: 4616.998535
	Iteration 42Q: 3 clusters Score -810587.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -810587.125000 Penalty: 4616.998535
	Iteration 43Q: 3 clusters Score -810587.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -810589.250000 Penalty: 4616.998535
	Iteration 44Q: 3 clusters Score -810589.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -810589.250000 Penalty: 4616.998535
	Iteration 45F: 3 clusters Score -810589.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Entering Unmasked Estep 
Score: -173848.000000 Penalty: 1953.312256
	Iteration 0F: 2 clusters Score -173848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -170827.046875 Penalty: 3906.624512
	Iteration 0F: 3 clusters Score -170827 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -171523.281250 Penalty: 3906.624512
	Iteration 1F: 3 clusters Score -171523.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -171756.640625 Penalty: 3906.624512
	Iteration 2F: 3 clusters Score -171756.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -171976.406250 Penalty: 3906.624512
	Iteration 3F: 3 clusters Score -171976.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -172182.859375 Penalty: 3906.624512
	Iteration 4F: 3 clusters Score -172182.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -172378.765625 Penalty: 3906.624512
	Iteration 5F: 3 clusters Score -172378.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -172542.250000 Penalty: 3906.624512
	Iteration 6Q: 3 clusters Score -172542.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -172641.859375 Penalty: 3906.624512
	Iteration 7Q: 3 clusters Score -172641.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -172723.406250 Penalty: 3906.624512
	Iteration 8Q: 3 clusters Score -172723.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -172808.828125 Penalty: 3906.624512
	Iteration 9Q: 3 clusters Score -172808.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -172862.468750 Penalty: 3906.624512
	Iteration 10Q: 3 clusters Score -172862.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -172887.546875 Penalty: 3906.624512
	Iteration 11Q: 3 clusters Score -172887.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -172905.203125 Penalty: 3906.624512
	Iteration 12Q: 3 clusters Score -172905.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -172915.609375 Penalty: 3906.624512
	Iteration 13Q: 3 clusters Score -172915.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -172921.781250 Penalty: 3906.624512
	Iteration 14Q: 3 clusters Score -172921.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -172928.796875 Penalty: 3906.624512
	Iteration 15Q: 3 clusters Score -172928.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -172933.859375 Penalty: 3906.624512
	Iteration 16Q: 3 clusters Score -172933.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -172939.031250 Penalty: 3906.624512
	Iteration 17Q: 3 clusters Score -172939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -172941.359375 Penalty: 3906.624512
	Iteration 18Q: 3 clusters Score -172941.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -172944.156250 Penalty: 3906.624512
	Iteration 19Q: 3 clusters Score -172944.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -172945.171875 Penalty: 3906.624512
	Iteration 20F: 3 clusters Score -172945.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Entering Unmasked Estep 
Score: -399299.937500 Penalty: 2130.061035
	Iteration 0F: 2 clusters Score -399299.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -394578.000000 Penalty: 4260.122070
	Iteration 0F: 3 clusters Score -394578 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -395789.781250 Penalty: 4260.122070
	Iteration 1F: 3 clusters Score -395789.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -396033.906250 Penalty: 4260.122070
	Iteration 2F: 3 clusters Score -396033.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -396185.593750 Penalty: 4260.122070
	Iteration 3F: 3 clusters Score -396185.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -396297.437500 Penalty: 4260.122070
	Iteration 4Q: 3 clusters Score -396297.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -396379.593750 Penalty: 4260.122070
	Iteration 5Q: 3 clusters Score -396379.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -396438.875000 Penalty: 4260.122070
	Iteration 6Q: 3 clusters Score -396438.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -396492.906250 Penalty: 4260.122070
	Iteration 7Q: 3 clusters Score -396492.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -396540.187500 Penalty: 4260.122070
	Iteration 8Q: 3 clusters Score -396540.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -396576.625000 Penalty: 4260.122070
	Iteration 9Q: 3 clusters Score -396576.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -396616.843750 Penalty: 4260.122070
	Iteration 10Q: 3 clusters Score -396616.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -396650.875000 Penalty: 4260.122070
	Iteration 11Q: 3 clusters Score -396650.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -396681.781250 Penalty: 4260.122070
	Iteration 12Q: 3 clusters Score -396681.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -396711.593750 Penalty: 4260.122070
	Iteration 13Q: 3 clusters Score -396711.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -396732.781250 Penalty: 4260.122070
	Iteration 14Q: 3 clusters Score -396732.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -396758.656250 Penalty: 4260.122070
	Iteration 15Q: 3 clusters Score -396758.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -396782.531250 Penalty: 4260.122070
	Iteration 16Q: 3 clusters Score -396782.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -396808.000000 Penalty: 4260.122070
	Iteration 17Q: 3 clusters Score -396808 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -396842.687500 Penalty: 4260.122070
	Iteration 18Q: 3 clusters Score -396842.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -396875.843750 Penalty: 4260.122070
	Iteration 19Q: 3 clusters Score -396875.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -396920.937500 Penalty: 4260.122070
	Iteration 20F: 3 clusters Score -396920.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -396972.093750 Penalty: 4260.122070
	Iteration 21Q: 3 clusters Score -396972.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -397033.875000 Penalty: 4260.122070
	Iteration 22Q: 3 clusters Score -397033.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -397121.937500 Penalty: 4260.122070
	Iteration 23Q: 3 clusters Score -397121.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -397215.593750 Penalty: 4260.122070
	Iteration 24Q: 3 clusters Score -397215.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -397301.625000 Penalty: 4260.122070
	Iteration 25Q: 3 clusters Score -397301.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -397398.500000 Penalty: 4260.122070
	Iteration 26Q: 3 clusters Score -397398.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -397502.125000 Penalty: 4260.122070
	Iteration 27Q: 3 clusters Score -397502.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -397595.000000 Penalty: 4260.122070
	Iteration 28Q: 3 clusters Score -397595 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -397703.468750 Penalty: 4260.122070
	Iteration 29Q: 3 clusters Score -397703.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -397801.437500 Penalty: 4260.122070
	Iteration 30Q: 3 clusters Score -397801.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -397871.125000 Penalty: 4260.122070
	Iteration 31Q: 3 clusters Score -397871.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -397934.250000 Penalty: 4260.122070
	Iteration 32Q: 3 clusters Score -397934.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -397983.312500 Penalty: 4260.122070
	Iteration 33Q: 3 clusters Score -397983.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -398026.718750 Penalty: 4260.122070
	Iteration 34Q: 3 clusters Score -398026.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -398058.093750 Penalty: 4260.122070
	Iteration 35Q: 3 clusters Score -398058.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -398073.812500 Penalty: 4260.122070
	Iteration 36Q: 3 clusters Score -398073.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -398092.750000 Penalty: 4260.122070
	Iteration 37Q: 3 clusters Score -398092.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -398109.218750 Penalty: 4260.122070
	Iteration 38Q: 3 clusters Score -398109.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -398119.656250 Penalty: 4260.122070
	Iteration 39Q: 3 clusters Score -398119.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -398129.812500 Penalty: 4260.122070
	Iteration 40F: 3 clusters Score -398129.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -398140.281250 Penalty: 4260.122070
	Iteration 41Q: 3 clusters Score -398140.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -398147.093750 Penalty: 4260.122070
	Iteration 42Q: 3 clusters Score -398147.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -398152.812500 Penalty: 4260.122070
	Iteration 43Q: 3 clusters Score -398152.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -398156.500000 Penalty: 4260.122070
	Iteration 44Q: 3 clusters Score -398156.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -398158.125000 Penalty: 4260.122070
	Iteration 45Q: 3 clusters Score -398158.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -398160.906250 Penalty: 4260.122070
	Iteration 46Q: 3 clusters Score -398160.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -398162.437500 Penalty: 4260.122070
	Iteration 47Q: 3 clusters Score -398162.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -398163.062500 Penalty: 4260.122070
	Iteration 48Q: 3 clusters Score -398163.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -398162.812500 Penalty: 4260.122070
	Iteration 49Q: 3 clusters Score -398162.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -398163.875000 Penalty: 4260.122070
	Iteration 50Q: 3 clusters Score -398163.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -398164.718750 Penalty: 4260.122070
	Iteration 51Q: 3 clusters Score -398164.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -398166.687500 Penalty: 4260.122070
	Iteration 52Q: 3 clusters Score -398166.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -398168.125000 Penalty: 4260.122070
	Iteration 53Q: 3 clusters Score -398168.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -398168.375000 Penalty: 4260.122070
	Iteration 54Q: 3 clusters Score -398168.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -398170.093750 Penalty: 4260.122070
	Iteration 55Q: 3 clusters Score -398170.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -398169.343750 Penalty: 4260.122070
	Iteration 56Q: 3 clusters Score -398169.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -398170.593750 Penalty: 4260.122070
	Iteration 57Q: 3 clusters Score -398170.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -398170.593750 Penalty: 4260.122070
	Iteration 58F: 3 clusters Score -398170.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (18431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Entering Unmasked Estep 
Score: -1214580.875000 Penalty: 2435.803955
	Iteration 0F: 2 clusters Score -1214581 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 9182 members 
Entering Unmasked Estep 
Score: -1201572.000000 Penalty: 4871.607910
	Iteration 0F: 3 clusters Score -1201572 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1205938.375000 Penalty: 4871.607910
	Iteration 1F: 3 clusters Score -1205938 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1206535.375000 Penalty: 4871.607910
	Iteration 2F: 3 clusters Score -1206535 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1207088.125000 Penalty: 4871.607910
	Iteration 3F: 3 clusters Score -1207088 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1207658.750000 Penalty: 4871.607910
	Iteration 4F: 3 clusters Score -1207659 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1208248.500000 Penalty: 4871.607910
	Iteration 5F: 3 clusters Score -1208248 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1208766.125000 Penalty: 4871.607910
	Iteration 6F: 3 clusters Score -1208766 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1209218.625000 Penalty: 4871.607910
	Iteration 7Q: 3 clusters Score -1209219 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1209560.750000 Penalty: 4871.607910
	Iteration 8Q: 3 clusters Score -1209561 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1209854.625000 Penalty: 4871.607910
	Iteration 9Q: 3 clusters Score -1209855 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1210098.250000 Penalty: 4871.607910
	Iteration 10Q: 3 clusters Score -1210098 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1210282.625000 Penalty: 4871.607910
	Iteration 11Q: 3 clusters Score -1210283 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1210419.125000 Penalty: 4871.607910
	Iteration 12Q: 3 clusters Score -1210419 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1210542.750000 Penalty: 4871.607910
	Iteration 13Q: 3 clusters Score -1210543 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1210652.375000 Penalty: 4871.607910
	Iteration 14Q: 3 clusters Score -1210652 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1210746.250000 Penalty: 4871.607910
	Iteration 15Q: 3 clusters Score -1210746 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1210828.625000 Penalty: 4871.607910
	Iteration 16Q: 3 clusters Score -1210829 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1210915.875000 Penalty: 4871.607910
	Iteration 17Q: 3 clusters Score -1210916 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1211001.875000 Penalty: 4871.607910
	Iteration 18Q: 3 clusters Score -1211002 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1211087.750000 Penalty: 4871.607910
	Iteration 19Q: 3 clusters Score -1211088 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1211192.625000 Penalty: 4871.607910
	Iteration 20F: 3 clusters Score -1211193 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1211293.250000 Penalty: 4871.607910
	Iteration 21Q: 3 clusters Score -1211293 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1211395.125000 Penalty: 4871.607910
	Iteration 22Q: 3 clusters Score -1211395 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1211468.625000 Penalty: 4871.607910
	Iteration 23Q: 3 clusters Score -1211469 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1211544.125000 Penalty: 4871.607910
	Iteration 24Q: 3 clusters Score -1211544 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1211635.625000 Penalty: 4871.607910
	Iteration 25Q: 3 clusters Score -1211636 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1211719.250000 Penalty: 4871.607910
	Iteration 26Q: 3 clusters Score -1211719 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1211805.125000 Penalty: 4871.607910
	Iteration 27Q: 3 clusters Score -1211805 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1211888.750000 Penalty: 4871.607910
	Iteration 28Q: 3 clusters Score -1211889 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1211949.875000 Penalty: 4871.607910
	Iteration 29Q: 3 clusters Score -1211950 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1212010.000000 Penalty: 4871.607910
	Iteration 30Q: 3 clusters Score -1212010 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1212063.000000 Penalty: 4871.607910
	Iteration 31Q: 3 clusters Score -1212063 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1212128.250000 Penalty: 4871.607910
	Iteration 32Q: 3 clusters Score -1212128 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -1212195.625000 Penalty: 4871.607910
	Iteration 33Q: 3 clusters Score -1212196 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -1212266.000000 Penalty: 4871.607910
	Iteration 34Q: 3 clusters Score -1212266 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1212353.625000 Penalty: 4871.607910
	Iteration 35Q: 3 clusters Score -1212354 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1212435.625000 Penalty: 4871.607910
	Iteration 36Q: 3 clusters Score -1212436 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -1212509.250000 Penalty: 4871.607910
	Iteration 37Q: 3 clusters Score -1212509 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1212569.250000 Penalty: 4871.607910
	Iteration 38Q: 3 clusters Score -1212569 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -1212619.000000 Penalty: 4871.607910
	Iteration 39Q: 3 clusters Score -1212619 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -1212659.250000 Penalty: 4871.607910
	Iteration 40F: 3 clusters Score -1212659 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -1212696.000000 Penalty: 4871.607910
	Iteration 41Q: 3 clusters Score -1212696 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1212725.875000 Penalty: 4871.607910
	Iteration 42Q: 3 clusters Score -1212726 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -1212761.000000 Penalty: 4871.607910
	Iteration 43Q: 3 clusters Score -1212761 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -1212790.125000 Penalty: 4871.607910
	Iteration 44Q: 3 clusters Score -1212790 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -1212817.625000 Penalty: 4871.607910
	Iteration 45Q: 3 clusters Score -1212818 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -1212841.875000 Penalty: 4871.607910
	Iteration 46Q: 3 clusters Score -1212842 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -1212874.750000 Penalty: 4871.607910
	Iteration 47Q: 3 clusters Score -1212875 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -1212904.375000 Penalty: 4871.607910
	Iteration 48Q: 3 clusters Score -1212904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -1212923.875000 Penalty: 4871.607910
	Iteration 49Q: 3 clusters Score -1212924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -1212938.375000 Penalty: 4871.607910
	Iteration 50Q: 3 clusters Score -1212938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -1212948.375000 Penalty: 4871.607910
	Iteration 51Q: 3 clusters Score -1212948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -1212955.500000 Penalty: 4871.607910
	Iteration 52Q: 3 clusters Score -1212956 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -1212985.750000 Penalty: 4871.607910
	Iteration 53Q: 3 clusters Score -1212986 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -1213010.250000 Penalty: 4871.607910
	Iteration 54Q: 3 clusters Score -1213010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -1213023.500000 Penalty: 4871.607910
	Iteration 55Q: 3 clusters Score -1213024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -1213037.375000 Penalty: 4871.607910
	Iteration 56Q: 3 clusters Score -1213037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -1213046.750000 Penalty: 4871.607910
	Iteration 57Q: 3 clusters Score -1213047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -1213052.875000 Penalty: 4871.607910
	Iteration 58Q: 3 clusters Score -1213053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -1213061.125000 Penalty: 4871.607910
	Iteration 59Q: 3 clusters Score -1213061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -1213062.750000 Penalty: 4871.607910
	Iteration 60F: 3 clusters Score -1213063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -1213065.500000 Penalty: 4871.607910
	Iteration 61Q: 3 clusters Score -1213066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -1213070.750000 Penalty: 4871.607910
	Iteration 62Q: 3 clusters Score -1213071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -1213074.875000 Penalty: 4871.607910
	Iteration 63Q: 3 clusters Score -1213075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -1213076.625000 Penalty: 4871.607910
	Iteration 64Q: 3 clusters Score -1213077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -1213078.500000 Penalty: 4871.607910
	Iteration 65Q: 3 clusters Score -1213078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -1213079.250000 Penalty: 4871.607910
	Iteration 66Q: 3 clusters Score -1213079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1213084.375000 Penalty: 4871.607910
	Iteration 67Q: 3 clusters Score -1213084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -1213089.125000 Penalty: 4871.607910
	Iteration 68Q: 3 clusters Score -1213089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -1213091.125000 Penalty: 4871.607910
	Iteration 69Q: 3 clusters Score -1213091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -1213093.750000 Penalty: 4871.607910
	Iteration 70Q: 3 clusters Score -1213094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -1213095.125000 Penalty: 4871.607910
	Iteration 71Q: 3 clusters Score -1213095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -1213093.875000 Penalty: 4871.607910
	Iteration 72Q: 3 clusters Score -1213094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -1213093.875000 Penalty: 4871.607910
	Iteration 73F: 3 clusters Score -1213094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Entering Unmasked Estep 
Score: -178999.015625 Penalty: 1941.353516
	Iteration 0F: 2 clusters Score -178999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -176004.593750 Penalty: 3882.707031
	Iteration 0F: 3 clusters Score -176004.6 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -176563.187500 Penalty: 3882.707031
	Iteration 1F: 3 clusters Score -176563.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -176739.625000 Penalty: 3882.707031
	Iteration 2F: 3 clusters Score -176739.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -176872.718750 Penalty: 3882.707031
	Iteration 3Q: 3 clusters Score -176872.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -177001.750000 Penalty: 3882.707031
	Iteration 4F: 3 clusters Score -177001.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -177092.859375 Penalty: 3882.707031
	Iteration 5Q: 3 clusters Score -177092.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -177162.421875 Penalty: 3882.707031
	Iteration 6Q: 3 clusters Score -177162.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -177226.781250 Penalty: 3882.707031
	Iteration 7Q: 3 clusters Score -177226.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -177292.718750 Penalty: 3882.707031
	Iteration 8Q: 3 clusters Score -177292.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -177336.234375 Penalty: 3882.707031
	Iteration 9Q: 3 clusters Score -177336.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -177371.437500 Penalty: 3882.707031
	Iteration 10Q: 3 clusters Score -177371.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -177406.093750 Penalty: 3882.707031
	Iteration 11Q: 3 clusters Score -177406.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -177434.593750 Penalty: 3882.707031
	Iteration 12Q: 3 clusters Score -177434.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -177465.453125 Penalty: 3882.707031
	Iteration 13Q: 3 clusters Score -177465.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -177494.890625 Penalty: 3882.707031
	Iteration 14Q: 3 clusters Score -177494.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -177519.796875 Penalty: 3882.707031
	Iteration 15Q: 3 clusters Score -177519.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -177534.671875 Penalty: 3882.707031
	Iteration 16Q: 3 clusters Score -177534.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -177546.578125 Penalty: 3882.707031
	Iteration 17Q: 3 clusters Score -177546.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -177557.015625 Penalty: 3882.707031
	Iteration 18Q: 3 clusters Score -177557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -177563.906250 Penalty: 3882.707031
	Iteration 19Q: 3 clusters Score -177563.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -177566.046875 Penalty: 3882.707031
	Iteration 20F: 3 clusters Score -177566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -177567.671875 Penalty: 3882.707031
	Iteration 21Q: 3 clusters Score -177567.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -177569.046875 Penalty: 3882.707031
	Iteration 22Q: 3 clusters Score -177569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -177570.406250 Penalty: 3882.707031
	Iteration 23Q: 3 clusters Score -177570.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -177570.406250 Penalty: 3882.707031
	Iteration 24F: 3 clusters Score -177570.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Entering Unmasked Estep 
Score: -423643.593750 Penalty: 2143.537598
	Iteration 0F: 2 clusters Score -423643.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -418679.562500 Penalty: 4287.075195
	Iteration 0F: 3 clusters Score -418679.6 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -419871.468750 Penalty: 4287.075195
	Iteration 1F: 3 clusters Score -419871.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -420097.687500 Penalty: 4287.075195
	Iteration 2F: 3 clusters Score -420097.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -420237.906250 Penalty: 4287.075195
	Iteration 3Q: 3 clusters Score -420237.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -420352.562500 Penalty: 4287.075195
	Iteration 4Q: 3 clusters Score -420352.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -420451.406250 Penalty: 4287.075195
	Iteration 5Q: 3 clusters Score -420451.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -420540.500000 Penalty: 4287.075195
	Iteration 6Q: 3 clusters Score -420540.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -420630.093750 Penalty: 4287.075195
	Iteration 7Q: 3 clusters Score -420630.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -420721.656250 Penalty: 4287.075195
	Iteration 8Q: 3 clusters Score -420721.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -420804.312500 Penalty: 4287.075195
	Iteration 9Q: 3 clusters Score -420804.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -420905.437500 Penalty: 4287.075195
	Iteration 10Q: 3 clusters Score -420905.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -421009.375000 Penalty: 4287.075195
	Iteration 11Q: 3 clusters Score -421009.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -421104.125000 Penalty: 4287.075195
	Iteration 12Q: 3 clusters Score -421104.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -421201.125000 Penalty: 4287.075195
	Iteration 13Q: 3 clusters Score -421201.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -421280.000000 Penalty: 4287.075195
	Iteration 14Q: 3 clusters Score -421280 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -421349.781250 Penalty: 4287.075195
	Iteration 15Q: 3 clusters Score -421349.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -421416.218750 Penalty: 4287.075195
	Iteration 16Q: 3 clusters Score -421416.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -421468.687500 Penalty: 4287.075195
	Iteration 17Q: 3 clusters Score -421468.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -421514.656250 Penalty: 4287.075195
	Iteration 18Q: 3 clusters Score -421514.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -421544.062500 Penalty: 4287.075195
	Iteration 19Q: 3 clusters Score -421544.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -421565.406250 Penalty: 4287.075195
	Iteration 20F: 3 clusters Score -421565.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -421583.718750 Penalty: 4287.075195
	Iteration 21Q: 3 clusters Score -421583.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -421605.781250 Penalty: 4287.075195
	Iteration 22Q: 3 clusters Score -421605.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -421621.093750 Penalty: 4287.075195
	Iteration 23Q: 3 clusters Score -421621.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -421632.062500 Penalty: 4287.075195
	Iteration 24Q: 3 clusters Score -421632.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -421646.625000 Penalty: 4287.075195
	Iteration 25Q: 3 clusters Score -421646.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -421654.531250 Penalty: 4287.075195
	Iteration 26Q: 3 clusters Score -421654.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -421662.031250 Penalty: 4287.075195
	Iteration 27Q: 3 clusters Score -421662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -421665.156250 Penalty: 4287.075195
	Iteration 28Q: 3 clusters Score -421665.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -421668.156250 Penalty: 4287.075195
	Iteration 29Q: 3 clusters Score -421668.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -421671.562500 Penalty: 4287.075195
	Iteration 30Q: 3 clusters Score -421671.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -421674.937500 Penalty: 4287.075195
	Iteration 31Q: 3 clusters Score -421674.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -421677.656250 Penalty: 4287.075195
	Iteration 32Q: 3 clusters Score -421677.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -421678.937500 Penalty: 4287.075195
	Iteration 33Q: 3 clusters Score -421678.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -421680.218750 Penalty: 4287.075195
	Iteration 34Q: 3 clusters Score -421680.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -421680.687500 Penalty: 4287.075195
	Iteration 35Q: 3 clusters Score -421680.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -421683.125000 Penalty: 4287.075195
	Iteration 36Q: 3 clusters Score -421683.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -421682.875000 Penalty: 4287.075195
	Iteration 37Q: 3 clusters Score -421682.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -421685.187500 Penalty: 4287.075195
	Iteration 38Q: 3 clusters Score -421685.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -421684.968750 Penalty: 4287.075195
	Iteration 39Q: 3 clusters Score -421685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -421685.687500 Penalty: 4287.075195
	Iteration 40F: 3 clusters Score -421685.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -421686.875000 Penalty: 4287.075195
	Iteration 41Q: 3 clusters Score -421686.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -421687.406250 Penalty: 4287.075195
	Iteration 42Q: 3 clusters Score -421687.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -421687.406250 Penalty: 4287.075195
	Iteration 43F: 3 clusters Score -421687.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Entering Unmasked Estep 
Score: -102469.203125 Penalty: 1809.510498
	Iteration 0F: 2 clusters Score -102469.2 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 741 members 
Entering Unmasked Estep 
Score: -100226.460938 Penalty: 3619.020996
	Iteration 0F: 3 clusters Score -100226.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -100615.914062 Penalty: 3619.020996
	Iteration 1F: 3 clusters Score -100615.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -100739.054688 Penalty: 3619.020996
	Iteration 2F: 3 clusters Score -100739.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -100801.117188 Penalty: 3619.020996
	Iteration 3Q: 3 clusters Score -100801.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -100868.585938 Penalty: 3619.020996
	Iteration 4Q: 3 clusters Score -100868.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -100944.710938 Penalty: 3619.020996
	Iteration 5Q: 3 clusters Score -100944.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -101028.820312 Penalty: 3619.020996
	Iteration 6Q: 3 clusters Score -101028.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -101126.648438 Penalty: 3619.020996
	Iteration 7Q: 3 clusters Score -101126.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -101248.226562 Penalty: 3619.020996
	Iteration 8Q: 3 clusters Score -101248.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -101418.507812 Penalty: 3619.020996
	Iteration 9Q: 3 clusters Score -101418.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -101620.320312 Penalty: 3619.020996
	Iteration 10Q: 3 clusters Score -101620.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -101803.007812 Penalty: 3619.020996
	Iteration 11Q: 3 clusters Score -101803 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -101896.320312 Penalty: 3619.020996
	Iteration 12Q: 3 clusters Score -101896.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -101916.570312 Penalty: 3619.020996
	Iteration 13Q: 3 clusters Score -101916.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -101925.000000 Penalty: 3619.020996
	Iteration 14Q: 3 clusters Score -101925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -101930.632812 Penalty: 3619.020996
	Iteration 15Q: 3 clusters Score -101930.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -101939.179688 Penalty: 3619.020996
	Iteration 16Q: 3 clusters Score -101939.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -101944.414062 Penalty: 3619.020996
	Iteration 17Q: 3 clusters Score -101944.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -101945.320312 Penalty: 3619.020996
	Iteration 18Q: 3 clusters Score -101945.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -101945.320312 Penalty: 3619.020996
	Iteration 19F: 3 clusters Score -101945.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (33790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Entering Unmasked Estep 
Score: -2544868.000000 Penalty: 2586.124268
	Iteration 0F: 2 clusters Score -2544868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2521852.000000 Penalty: 5172.248535
	Iteration 0F: 3 clusters Score -2521852 nChanged 15281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2530389.500000 Penalty: 5172.248535
	Iteration 1F: 3 clusters Score -2530390 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2531009.750000 Penalty: 5172.248535
	Iteration 2F: 3 clusters Score -2531010 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2531616.750000 Penalty: 5172.248535
	Iteration 3Q: 3 clusters Score -2531617 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2532195.250000 Penalty: 5172.248535
	Iteration 4Q: 3 clusters Score -2532195 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2532765.000000 Penalty: 5172.248535
	Iteration 5Q: 3 clusters Score -2532765 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2533375.750000 Penalty: 5172.248535
	Iteration 6Q: 3 clusters Score -2533376 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2534119.500000 Penalty: 5172.248535
	Iteration 7Q: 3 clusters Score -2534120 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2534937.500000 Penalty: 5172.248535
	Iteration 8Q: 3 clusters Score -2534938 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2535812.750000 Penalty: 5172.248535
	Iteration 9Q: 3 clusters Score -2535813 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2536611.000000 Penalty: 5172.248535
	Iteration 10Q: 3 clusters Score -2536611 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2537356.500000 Penalty: 5172.248535
	Iteration 11Q: 3 clusters Score -2537356 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2538104.250000 Penalty: 5172.248535
	Iteration 12Q: 3 clusters Score -2538104 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2538805.750000 Penalty: 5172.248535
	Iteration 13Q: 3 clusters Score -2538806 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2539493.000000 Penalty: 5172.248535
	Iteration 14Q: 3 clusters Score -2539493 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2540039.000000 Penalty: 5172.248535
	Iteration 15Q: 3 clusters Score -2540039 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2540480.500000 Penalty: 5172.248535
	Iteration 16Q: 3 clusters Score -2540480 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2540912.750000 Penalty: 5172.248535
	Iteration 17Q: 3 clusters Score -2540913 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2541295.500000 Penalty: 5172.248535
	Iteration 18Q: 3 clusters Score -2541296 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2541655.000000 Penalty: 5172.248535
	Iteration 19Q: 3 clusters Score -2541655 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2541971.250000 Penalty: 5172.248535
	Iteration 20F: 3 clusters Score -2541971 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2542240.500000 Penalty: 5172.248535
	Iteration 21Q: 3 clusters Score -2542240 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2542433.000000 Penalty: 5172.248535
	Iteration 22Q: 3 clusters Score -2542433 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2542612.000000 Penalty: 5172.248535
	Iteration 23Q: 3 clusters Score -2542612 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2542743.250000 Penalty: 5172.248535
	Iteration 24Q: 3 clusters Score -2542743 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2542853.000000 Penalty: 5172.248535
	Iteration 25Q: 3 clusters Score -2542853 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2542925.000000 Penalty: 5172.248535
	Iteration 26Q: 3 clusters Score -2542925 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2543009.000000 Penalty: 5172.248535
	Iteration 27Q: 3 clusters Score -2543009 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2543068.750000 Penalty: 5172.248535
	Iteration 28Q: 3 clusters Score -2543069 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2543111.250000 Penalty: 5172.248535
	Iteration 29Q: 3 clusters Score -2543111 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2543154.000000 Penalty: 5172.248535
	Iteration 30Q: 3 clusters Score -2543154 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2543182.000000 Penalty: 5172.248535
	Iteration 31Q: 3 clusters Score -2543182 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2543199.000000 Penalty: 5172.248535
	Iteration 32Q: 3 clusters Score -2543199 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2543221.000000 Penalty: 5172.248535
	Iteration 33Q: 3 clusters Score -2543221 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2543232.500000 Penalty: 5172.248535
	Iteration 34Q: 3 clusters Score -2543232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2543235.000000 Penalty: 5172.248535
	Iteration 35Q: 3 clusters Score -2543235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2543242.250000 Penalty: 5172.248535
	Iteration 36Q: 3 clusters Score -2543242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2543251.750000 Penalty: 5172.248535
	Iteration 37Q: 3 clusters Score -2543252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2543256.750000 Penalty: 5172.248535
	Iteration 38Q: 3 clusters Score -2543257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2543258.250000 Penalty: 5172.248535
	Iteration 39Q: 3 clusters Score -2543258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2543265.000000 Penalty: 5172.248535
	Iteration 40F: 3 clusters Score -2543265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2543270.250000 Penalty: 5172.248535
	Iteration 41Q: 3 clusters Score -2543270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2543270.500000 Penalty: 5172.248535
	Iteration 42Q: 3 clusters Score -2543270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2543276.000000 Penalty: 5172.248535
	Iteration 43Q: 3 clusters Score -2543276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2543274.000000 Penalty: 5172.248535
	Iteration 44Q: 3 clusters Score -2543274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2543272.750000 Penalty: 5172.248535
	Iteration 45Q: 3 clusters Score -2543273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2543278.500000 Penalty: 5172.248535
	Iteration 46Q: 3 clusters Score -2543278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2543284.750000 Penalty: 5172.248535
	Iteration 47Q: 3 clusters Score -2543285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2543283.250000 Penalty: 5172.248535
	Iteration 48Q: 3 clusters Score -2543283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2543282.000000 Penalty: 5172.248535
	Iteration 49Q: 3 clusters Score -2543282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2543286.750000 Penalty: 5172.248535
	Iteration 50Q: 3 clusters Score -2543287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2543286.750000 Penalty: 5172.248535
	Iteration 51Q: 3 clusters Score -2543287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2543286.750000 Penalty: 5172.248535
	Iteration 52F: 3 clusters Score -2543287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Entering Unmasked Estep 
Score: -238067.937500 Penalty: 2050.772461
	Iteration 0F: 2 clusters Score -238067.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -234268.296875 Penalty: 4101.544922
	Iteration 0F: 3 clusters Score -234268.3 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -235402.812500 Penalty: 4101.544922
	Iteration 1F: 3 clusters Score -235402.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -235891.515625 Penalty: 4101.544922
	Iteration 2F: 3 clusters Score -235891.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -236189.000000 Penalty: 4101.544922
	Iteration 3F: 3 clusters Score -236189 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -236420.437500 Penalty: 4101.544922
	Iteration 4F: 3 clusters Score -236420.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -236604.562500 Penalty: 4101.544922
	Iteration 5Q: 3 clusters Score -236604.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -236768.765625 Penalty: 4101.544922
	Iteration 6Q: 3 clusters Score -236768.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -236933.781250 Penalty: 4101.544922
	Iteration 7Q: 3 clusters Score -236933.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -237065.468750 Penalty: 4101.544922
	Iteration 8Q: 3 clusters Score -237065.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -237175.203125 Penalty: 4101.544922
	Iteration 9Q: 3 clusters Score -237175.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -237268.515625 Penalty: 4101.544922
	Iteration 10Q: 3 clusters Score -237268.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -237343.390625 Penalty: 4101.544922
	Iteration 11Q: 3 clusters Score -237343.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -237388.156250 Penalty: 4101.544922
	Iteration 12Q: 3 clusters Score -237388.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -237423.281250 Penalty: 4101.544922
	Iteration 13Q: 3 clusters Score -237423.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -237455.218750 Penalty: 4101.544922
	Iteration 14Q: 3 clusters Score -237455.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -237482.468750 Penalty: 4101.544922
	Iteration 15Q: 3 clusters Score -237482.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -237503.984375 Penalty: 4101.544922
	Iteration 16Q: 3 clusters Score -237504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -237523.468750 Penalty: 4101.544922
	Iteration 17Q: 3 clusters Score -237523.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -237540.078125 Penalty: 4101.544922
	Iteration 18Q: 3 clusters Score -237540.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -237548.828125 Penalty: 4101.544922
	Iteration 19Q: 3 clusters Score -237548.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -237556.328125 Penalty: 4101.544922
	Iteration 20F: 3 clusters Score -237556.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -237565.187500 Penalty: 4101.544922
	Iteration 21Q: 3 clusters Score -237565.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -237578.062500 Penalty: 4101.544922
	Iteration 22Q: 3 clusters Score -237578.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -237589.375000 Penalty: 4101.544922
	Iteration 23Q: 3 clusters Score -237589.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -237599.250000 Penalty: 4101.544922
	Iteration 24Q: 3 clusters Score -237599.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -237608.484375 Penalty: 4101.544922
	Iteration 25Q: 3 clusters Score -237608.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -237613.359375 Penalty: 4101.544922
	Iteration 26Q: 3 clusters Score -237613.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -237618.171875 Penalty: 4101.544922
	Iteration 27Q: 3 clusters Score -237618.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -237620.328125 Penalty: 4101.544922
	Iteration 28Q: 3 clusters Score -237620.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -237621.453125 Penalty: 4101.544922
	Iteration 29Q: 3 clusters Score -237621.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -237621.671875 Penalty: 4101.544922
	Iteration 30Q: 3 clusters Score -237621.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -237621.968750 Penalty: 4101.544922
	Iteration 31Q: 3 clusters Score -237622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -237623.031250 Penalty: 4101.544922
	Iteration 32Q: 3 clusters Score -237623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -237624.406250 Penalty: 4101.544922
	Iteration 33Q: 3 clusters Score -237624.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -237624.406250 Penalty: 4101.544922
	Iteration 34F: 3 clusters Score -237624.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Entering Unmasked Estep 
Score: -319289.656250 Penalty: 2078.239502
	Iteration 0F: 2 clusters Score -319289.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -315178.187500 Penalty: 4156.479004
	Iteration 0F: 3 clusters Score -315178.2 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -316141.437500 Penalty: 4156.479004
	Iteration 1F: 3 clusters Score -316141.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -316377.593750 Penalty: 4156.479004
	Iteration 2F: 3 clusters Score -316377.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -316508.781250 Penalty: 4156.479004
	Iteration 3Q: 3 clusters Score -316508.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -316619.562500 Penalty: 4156.479004
	Iteration 4Q: 3 clusters Score -316619.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -316742.625000 Penalty: 4156.479004
	Iteration 5Q: 3 clusters Score -316742.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -316854.562500 Penalty: 4156.479004
	Iteration 6Q: 3 clusters Score -316854.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -316938.062500 Penalty: 4156.479004
	Iteration 7Q: 3 clusters Score -316938.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -317025.656250 Penalty: 4156.479004
	Iteration 8Q: 3 clusters Score -317025.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -317106.593750 Penalty: 4156.479004
	Iteration 9Q: 3 clusters Score -317106.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -317167.000000 Penalty: 4156.479004
	Iteration 10Q: 3 clusters Score -317167 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -317212.468750 Penalty: 4156.479004
	Iteration 11Q: 3 clusters Score -317212.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -317241.906250 Penalty: 4156.479004
	Iteration 12Q: 3 clusters Score -317241.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -317272.562500 Penalty: 4156.479004
	Iteration 13Q: 3 clusters Score -317272.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -317296.781250 Penalty: 4156.479004
	Iteration 14Q: 3 clusters Score -317296.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -317319.937500 Penalty: 4156.479004
	Iteration 15Q: 3 clusters Score -317319.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -317337.218750 Penalty: 4156.479004
	Iteration 16Q: 3 clusters Score -317337.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -317352.312500 Penalty: 4156.479004
	Iteration 17Q: 3 clusters Score -317352.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -317365.750000 Penalty: 4156.479004
	Iteration 18Q: 3 clusters Score -317365.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -317379.500000 Penalty: 4156.479004
	Iteration 19Q: 3 clusters Score -317379.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -317388.375000 Penalty: 4156.479004
	Iteration 20F: 3 clusters Score -317388.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -317395.062500 Penalty: 4156.479004
	Iteration 21Q: 3 clusters Score -317395.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -317403.187500 Penalty: 4156.479004
	Iteration 22Q: 3 clusters Score -317403.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -317408.843750 Penalty: 4156.479004
	Iteration 23Q: 3 clusters Score -317408.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -317412.937500 Penalty: 4156.479004
	Iteration 24Q: 3 clusters Score -317412.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -317419.593750 Penalty: 4156.479004
	Iteration 25Q: 3 clusters Score -317419.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -317426.531250 Penalty: 4156.479004
	Iteration 26Q: 3 clusters Score -317426.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -317433.437500 Penalty: 4156.479004
	Iteration 27Q: 3 clusters Score -317433.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -317439.281250 Penalty: 4156.479004
	Iteration 28Q: 3 clusters Score -317439.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -317444.968750 Penalty: 4156.479004
	Iteration 29Q: 3 clusters Score -317445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -317450.812500 Penalty: 4156.479004
	Iteration 30Q: 3 clusters Score -317450.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -317459.687500 Penalty: 4156.479004
	Iteration 31Q: 3 clusters Score -317459.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -317470.968750 Penalty: 4156.479004
	Iteration 32Q: 3 clusters Score -317471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -317474.937500 Penalty: 4156.479004
	Iteration 33Q: 3 clusters Score -317474.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -317476.906250 Penalty: 4156.479004
	Iteration 34Q: 3 clusters Score -317476.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -317476.750000 Penalty: 4156.479004
	Iteration 35Q: 3 clusters Score -317476.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -317476.750000 Penalty: 4156.479004
	Iteration 36F: 3 clusters Score -317476.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -749259.312500 Penalty: 2284.015625
	Iteration 0F: 2 clusters Score -749259.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -741539.375000 Penalty: 4568.031250
	Iteration 0F: 3 clusters Score -741539.4 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -743813.125000 Penalty: 4568.031250
	Iteration 1F: 3 clusters Score -743813.1 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -744126.625000 Penalty: 4568.031250
	Iteration 2F: 3 clusters Score -744126.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -744370.812500 Penalty: 4568.031250
	Iteration 3F: 3 clusters Score -744370.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -744570.437500 Penalty: 4568.031250
	Iteration 4Q: 3 clusters Score -744570.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -744749.750000 Penalty: 4568.031250
	Iteration 5Q: 3 clusters Score -744749.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -744932.062500 Penalty: 4568.031250
	Iteration 6Q: 3 clusters Score -744932.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -745108.687500 Penalty: 4568.031250
	Iteration 7Q: 3 clusters Score -745108.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -745261.937500 Penalty: 4568.031250
	Iteration 8Q: 3 clusters Score -745261.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -745407.250000 Penalty: 4568.031250
	Iteration 9Q: 3 clusters Score -745407.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -745527.312500 Penalty: 4568.031250
	Iteration 10Q: 3 clusters Score -745527.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -745644.375000 Penalty: 4568.031250
	Iteration 11Q: 3 clusters Score -745644.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -745762.937500 Penalty: 4568.031250
	Iteration 12Q: 3 clusters Score -745762.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -745907.625000 Penalty: 4568.031250
	Iteration 13Q: 3 clusters Score -745907.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -746052.500000 Penalty: 4568.031250
	Iteration 14Q: 3 clusters Score -746052.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -746206.812500 Penalty: 4568.031250
	Iteration 15Q: 3 clusters Score -746206.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -746373.937500 Penalty: 4568.031250
	Iteration 16Q: 3 clusters Score -746373.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -746541.375000 Penalty: 4568.031250
	Iteration 17Q: 3 clusters Score -746541.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -746684.687500 Penalty: 4568.031250
	Iteration 18Q: 3 clusters Score -746684.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -746824.000000 Penalty: 4568.031250
	Iteration 19Q: 3 clusters Score -746824 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -746914.062500 Penalty: 4568.031250
	Iteration 20F: 3 clusters Score -746914.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -746969.250000 Penalty: 4568.031250
	Iteration 21Q: 3 clusters Score -746969.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -747025.625000 Penalty: 4568.031250
	Iteration 22Q: 3 clusters Score -747025.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -747080.062500 Penalty: 4568.031250
	Iteration 23Q: 3 clusters Score -747080.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -747129.250000 Penalty: 4568.031250
	Iteration 24Q: 3 clusters Score -747129.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -747165.875000 Penalty: 4568.031250
	Iteration 25Q: 3 clusters Score -747165.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -747194.937500 Penalty: 4568.031250
	Iteration 26Q: 3 clusters Score -747194.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -747216.500000 Penalty: 4568.031250
	Iteration 27Q: 3 clusters Score -747216.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -747234.687500 Penalty: 4568.031250
	Iteration 28Q: 3 clusters Score -747234.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -747248.437500 Penalty: 4568.031250
	Iteration 29Q: 3 clusters Score -747248.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -747258.250000 Penalty: 4568.031250
	Iteration 30Q: 3 clusters Score -747258.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -747264.875000 Penalty: 4568.031250
	Iteration 31Q: 3 clusters Score -747264.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -747276.000000 Penalty: 4568.031250
	Iteration 32Q: 3 clusters Score -747276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -747286.062500 Penalty: 4568.031250
	Iteration 33Q: 3 clusters Score -747286.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -747296.062500 Penalty: 4568.031250
	Iteration 34Q: 3 clusters Score -747296.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -747303.625000 Penalty: 4568.031250
	Iteration 35Q: 3 clusters Score -747303.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -747308.500000 Penalty: 4568.031250
	Iteration 36Q: 3 clusters Score -747308.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -747310.937500 Penalty: 4568.031250
	Iteration 37Q: 3 clusters Score -747310.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -747314.062500 Penalty: 4568.031250
	Iteration 38Q: 3 clusters Score -747314.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -747314.562500 Penalty: 4568.031250
	Iteration 39Q: 3 clusters Score -747314.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -747318.062500 Penalty: 4568.031250
	Iteration 40F: 3 clusters Score -747318.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -747319.000000 Penalty: 4568.031250
	Iteration 41Q: 3 clusters Score -747319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -747318.625000 Penalty: 4568.031250
	Iteration 42Q: 3 clusters Score -747318.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -747321.000000 Penalty: 4568.031250
	Iteration 43Q: 3 clusters Score -747321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -747321.250000 Penalty: 4568.031250
	Iteration 44Q: 3 clusters Score -747321.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -747322.312500 Penalty: 4568.031250
	Iteration 45Q: 3 clusters Score -747322.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -747322.625000 Penalty: 4568.031250
	Iteration 46Q: 3 clusters Score -747322.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -747323.500000 Penalty: 4568.031250
	Iteration 47Q: 3 clusters Score -747323.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -747322.875000 Penalty: 4568.031250
	Iteration 48Q: 3 clusters Score -747322.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -747324.000000 Penalty: 4568.031250
	Iteration 49Q: 3 clusters Score -747324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -747324.250000 Penalty: 4568.031250
	Iteration 50Q: 3 clusters Score -747324.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -747325.312500 Penalty: 4568.031250
	Iteration 51Q: 3 clusters Score -747325.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -747324.375000 Penalty: 4568.031250
	Iteration 52Q: 3 clusters Score -747324.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -747324.937500 Penalty: 4568.031250
	Iteration 53Q: 3 clusters Score -747324.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -747328.187500 Penalty: 4568.031250
	Iteration 54Q: 3 clusters Score -747328.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -747329.000000 Penalty: 4568.031250
	Iteration 55Q: 3 clusters Score -747329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -747329.812500 Penalty: 4568.031250
	Iteration 56Q: 3 clusters Score -747329.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -747329.937500 Penalty: 4568.031250
	Iteration 57Q: 3 clusters Score -747329.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -747331.625000 Penalty: 4568.031250
	Iteration 58Q: 3 clusters Score -747331.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -747335.500000 Penalty: 4568.031250
	Iteration 59Q: 3 clusters Score -747335.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -747335.312500 Penalty: 4568.031250
	Iteration 60F: 3 clusters Score -747335.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -747338.125000 Penalty: 4568.031250
	Iteration 61Q: 3 clusters Score -747338.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -747341.000000 Penalty: 4568.031250
	Iteration 62Q: 3 clusters Score -747341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -747342.250000 Penalty: 4568.031250
	Iteration 63Q: 3 clusters Score -747342.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -747344.250000 Penalty: 4568.031250
	Iteration 64Q: 3 clusters Score -747344.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -747346.250000 Penalty: 4568.031250
	Iteration 65Q: 3 clusters Score -747346.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -747348.000000 Penalty: 4568.031250
	Iteration 66Q: 3 clusters Score -747348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -747347.937500 Penalty: 4568.031250
	Iteration 67Q: 3 clusters Score -747347.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -747348.562500 Penalty: 4568.031250
	Iteration 68Q: 3 clusters Score -747348.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -747347.875000 Penalty: 4568.031250
	Iteration 69Q: 3 clusters Score -747347.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -747349.500000 Penalty: 4568.031250
	Iteration 70Q: 3 clusters Score -747349.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -747350.062500 Penalty: 4568.031250
	Iteration 71Q: 3 clusters Score -747350.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -747348.250000 Penalty: 4568.031250
	Iteration 72Q: 3 clusters Score -747348.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -747348.250000 Penalty: 4568.031250
	Iteration 73F: 3 clusters Score -747348.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Entering Unmasked Estep 
Score: -177340.062500 Penalty: 1941.551025
	Iteration 0F: 2 clusters Score -177340.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -174390.906250 Penalty: 3883.102051
	Iteration 0F: 3 clusters Score -174390.9 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -174983.765625 Penalty: 3883.102051
	Iteration 1F: 3 clusters Score -174983.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -175167.140625 Penalty: 3883.102051
	Iteration 2F: 3 clusters Score -175167.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -175311.656250 Penalty: 3883.102051
	Iteration 3Q: 3 clusters Score -175311.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -175500.062500 Penalty: 3883.102051
	Iteration 4Q: 3 clusters Score -175500.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -175706.828125 Penalty: 3883.102051
	Iteration 5F: 3 clusters Score -175706.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -175936.515625 Penalty: 3883.102051
	Iteration 6F: 3 clusters Score -175936.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -176152.718750 Penalty: 3883.102051
	Iteration 7F: 3 clusters Score -176152.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -176366.437500 Penalty: 3883.102051
	Iteration 8F: 3 clusters Score -176366.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -176514.812500 Penalty: 3883.102051
	Iteration 9Q: 3 clusters Score -176514.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -176619.265625 Penalty: 3883.102051
	Iteration 10Q: 3 clusters Score -176619.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -176706.593750 Penalty: 3883.102051
	Iteration 11Q: 3 clusters Score -176706.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -176746.203125 Penalty: 3883.102051
	Iteration 12Q: 3 clusters Score -176746.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -176811.656250 Penalty: 3883.102051
	Iteration 13Q: 3 clusters Score -176811.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -176928.625000 Penalty: 3883.102051
	Iteration 14Q: 3 clusters Score -176928.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -176995.093750 Penalty: 3883.102051
	Iteration 15Q: 3 clusters Score -176995.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -177024.562500 Penalty: 3883.102051
	Iteration 16Q: 3 clusters Score -177024.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -177035.531250 Penalty: 3883.102051
	Iteration 17Q: 3 clusters Score -177035.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -177037.437500 Penalty: 3883.102051
	Iteration 18Q: 3 clusters Score -177037.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -177038.890625 Penalty: 3883.102051
	Iteration 19Q: 3 clusters Score -177038.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -177042.203125 Penalty: 3883.102051
	Iteration 20F: 3 clusters Score -177042.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -177043.781250 Penalty: 3883.102051
	Iteration 21Q: 3 clusters Score -177043.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -177044.453125 Penalty: 3883.102051
	Iteration 22Q: 3 clusters Score -177044.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -177044.453125 Penalty: 3883.102051
	Iteration 23F: 3 clusters Score -177044.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Entering Unmasked Estep 
Score: -832595.750000 Penalty: 2305.832275
	Iteration 0F: 2 clusters Score -832595.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -824253.625000 Penalty: 4611.664551
	Iteration 0F: 3 clusters Score -824253.6 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -826775.687500 Penalty: 4611.664551
	Iteration 1F: 3 clusters Score -826775.7 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -827157.625000 Penalty: 4611.664551
	Iteration 2F: 3 clusters Score -827157.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -827495.250000 Penalty: 4611.664551
	Iteration 3F: 3 clusters Score -827495.2 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -827915.562500 Penalty: 4611.664551
	Iteration 4F: 3 clusters Score -827915.6 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -828427.750000 Penalty: 4611.664551
	Iteration 5F: 3 clusters Score -828427.8 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -829031.625000 Penalty: 4611.664551
	Iteration 6F: 3 clusters Score -829031.6 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -829683.312500 Penalty: 4611.664551
	Iteration 7F: 3 clusters Score -829683.3 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -830347.687500 Penalty: 4611.664551
	Iteration 8F: 3 clusters Score -830347.7 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -830926.437500 Penalty: 4611.664551
	Iteration 9F: 3 clusters Score -830926.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -831281.500000 Penalty: 4611.664551
	Iteration 10Q: 3 clusters Score -831281.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -831490.875000 Penalty: 4611.664551
	Iteration 11Q: 3 clusters Score -831490.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -831605.125000 Penalty: 4611.664551
	Iteration 12Q: 3 clusters Score -831605.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -831674.687500 Penalty: 4611.664551
	Iteration 13Q: 3 clusters Score -831674.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -831733.312500 Penalty: 4611.664551
	Iteration 14Q: 3 clusters Score -831733.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -831788.375000 Penalty: 4611.664551
	Iteration 15Q: 3 clusters Score -831788.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -831833.687500 Penalty: 4611.664551
	Iteration 16Q: 3 clusters Score -831833.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -831874.000000 Penalty: 4611.664551
	Iteration 17Q: 3 clusters Score -831874 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -831906.687500 Penalty: 4611.664551
	Iteration 18Q: 3 clusters Score -831906.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -831936.000000 Penalty: 4611.664551
	Iteration 19Q: 3 clusters Score -831936 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -831957.625000 Penalty: 4611.664551
	Iteration 20F: 3 clusters Score -831957.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -831973.250000 Penalty: 4611.664551
	Iteration 21Q: 3 clusters Score -831973.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -831988.562500 Penalty: 4611.664551
	Iteration 22Q: 3 clusters Score -831988.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -832009.000000 Penalty: 4611.664551
	Iteration 23Q: 3 clusters Score -832009 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -832020.312500 Penalty: 4611.664551
	Iteration 24Q: 3 clusters Score -832020.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -832029.625000 Penalty: 4611.664551
	Iteration 25Q: 3 clusters Score -832029.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -832038.125000 Penalty: 4611.664551
	Iteration 26Q: 3 clusters Score -832038.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -832045.562500 Penalty: 4611.664551
	Iteration 27Q: 3 clusters Score -832045.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -832060.375000 Penalty: 4611.664551
	Iteration 28Q: 3 clusters Score -832060.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -832070.125000 Penalty: 4611.664551
	Iteration 29Q: 3 clusters Score -832070.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -832078.000000 Penalty: 4611.664551
	Iteration 30Q: 3 clusters Score -832078 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -832088.125000 Penalty: 4611.664551
	Iteration 31Q: 3 clusters Score -832088.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -832095.562500 Penalty: 4611.664551
	Iteration 32Q: 3 clusters Score -832095.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -832105.562500 Penalty: 4611.664551
	Iteration 33Q: 3 clusters Score -832105.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -832114.062500 Penalty: 4611.664551
	Iteration 34Q: 3 clusters Score -832114.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -832123.562500 Penalty: 4611.664551
	Iteration 35Q: 3 clusters Score -832123.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -832129.687500 Penalty: 4611.664551
	Iteration 36Q: 3 clusters Score -832129.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -832137.187500 Penalty: 4611.664551
	Iteration 37Q: 3 clusters Score -832137.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -832142.812500 Penalty: 4611.664551
	Iteration 38Q: 3 clusters Score -832142.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -832151.812500 Penalty: 4611.664551
	Iteration 39Q: 3 clusters Score -832151.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -832154.687500 Penalty: 4611.664551
	Iteration 40F: 3 clusters Score -832154.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -832158.750000 Penalty: 4611.664551
	Iteration 41Q: 3 clusters Score -832158.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -832159.937500 Penalty: 4611.664551
	Iteration 42Q: 3 clusters Score -832159.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -832168.312500 Penalty: 4611.664551
	Iteration 43Q: 3 clusters Score -832168.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -832173.750000 Penalty: 4611.664551
	Iteration 44Q: 3 clusters Score -832173.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -832179.750000 Penalty: 4611.664551
	Iteration 45Q: 3 clusters Score -832179.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -832186.062500 Penalty: 4611.664551
	Iteration 46Q: 3 clusters Score -832186.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -832193.375000 Penalty: 4611.664551
	Iteration 47Q: 3 clusters Score -832193.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -832202.562500 Penalty: 4611.664551
	Iteration 48Q: 3 clusters Score -832202.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -832214.812500 Penalty: 4611.664551
	Iteration 49Q: 3 clusters Score -832214.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -832225.187500 Penalty: 4611.664551
	Iteration 50Q: 3 clusters Score -832225.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -832236.125000 Penalty: 4611.664551
	Iteration 51Q: 3 clusters Score -832236.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -832244.000000 Penalty: 4611.664551
	Iteration 52Q: 3 clusters Score -832244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -832247.875000 Penalty: 4611.664551
	Iteration 53Q: 3 clusters Score -832247.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -832256.312500 Penalty: 4611.664551
	Iteration 54Q: 3 clusters Score -832256.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -832262.687500 Penalty: 4611.664551
	Iteration 55Q: 3 clusters Score -832262.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -832266.125000 Penalty: 4611.664551
	Iteration 56Q: 3 clusters Score -832266.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -832266.875000 Penalty: 4611.664551
	Iteration 57Q: 3 clusters Score -832266.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -832274.500000 Penalty: 4611.664551
	Iteration 58Q: 3 clusters Score -832274.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -832274.750000 Penalty: 4611.664551
	Iteration 59Q: 3 clusters Score -832274.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -832278.125000 Penalty: 4611.664551
	Iteration 60F: 3 clusters Score -832278.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -832277.437500 Penalty: 4611.664551
	Iteration 61Q: 3 clusters Score -832277.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -832280.375000 Penalty: 4611.664551
	Iteration 62Q: 3 clusters Score -832280.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -832281.562500 Penalty: 4611.664551
	Iteration 63Q: 3 clusters Score -832281.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -832282.750000 Penalty: 4611.664551
	Iteration 64Q: 3 clusters Score -832282.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -832281.250000 Penalty: 4611.664551
	Iteration 65Q: 3 clusters Score -832281.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -832280.125000 Penalty: 4611.664551
	Iteration 66Q: 3 clusters Score -832280.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -832280.125000 Penalty: 4611.664551
	Iteration 67F: 3 clusters Score -832280.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Entering Unmasked Estep 
Score: -611671.312500 Penalty: 2236.636475
	Iteration 0F: 2 clusters Score -611671.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -605054.750000 Penalty: 4473.272949
	Iteration 0F: 3 clusters Score -605054.8 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -606869.375000 Penalty: 4473.272949
	Iteration 1F: 3 clusters Score -606869.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -607163.625000 Penalty: 4473.272949
	Iteration 2F: 3 clusters Score -607163.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -607424.812500 Penalty: 4473.272949
	Iteration 3F: 3 clusters Score -607424.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -607651.937500 Penalty: 4473.272949
	Iteration 4Q: 3 clusters Score -607651.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -607876.625000 Penalty: 4473.272949
	Iteration 5Q: 3 clusters Score -607876.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -608077.500000 Penalty: 4473.272949
	Iteration 6Q: 3 clusters Score -608077.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -608264.312500 Penalty: 4473.272949
	Iteration 7Q: 3 clusters Score -608264.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -608432.187500 Penalty: 4473.272949
	Iteration 8Q: 3 clusters Score -608432.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -608581.687500 Penalty: 4473.272949
	Iteration 9Q: 3 clusters Score -608581.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -608718.687500 Penalty: 4473.272949
	Iteration 10Q: 3 clusters Score -608718.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -608847.250000 Penalty: 4473.272949
	Iteration 11Q: 3 clusters Score -608847.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -608978.687500 Penalty: 4473.272949
	Iteration 12Q: 3 clusters Score -608978.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -609115.437500 Penalty: 4473.272949
	Iteration 13Q: 3 clusters Score -609115.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -609246.562500 Penalty: 4473.272949
	Iteration 14Q: 3 clusters Score -609246.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -609352.937500 Penalty: 4473.272949
	Iteration 15Q: 3 clusters Score -609352.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -609455.375000 Penalty: 4473.272949
	Iteration 16Q: 3 clusters Score -609455.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -609530.812500 Penalty: 4473.272949
	Iteration 17Q: 3 clusters Score -609530.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -609603.937500 Penalty: 4473.272949
	Iteration 18Q: 3 clusters Score -609603.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -609663.500000 Penalty: 4473.272949
	Iteration 19Q: 3 clusters Score -609663.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -609725.062500 Penalty: 4473.272949
	Iteration 20F: 3 clusters Score -609725.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -609771.500000 Penalty: 4473.272949
	Iteration 21Q: 3 clusters Score -609771.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -609802.937500 Penalty: 4473.272949
	Iteration 22Q: 3 clusters Score -609802.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -609833.250000 Penalty: 4473.272949
	Iteration 23Q: 3 clusters Score -609833.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -609866.312500 Penalty: 4473.272949
	Iteration 24Q: 3 clusters Score -609866.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -609900.625000 Penalty: 4473.272949
	Iteration 25Q: 3 clusters Score -609900.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -609931.562500 Penalty: 4473.272949
	Iteration 26Q: 3 clusters Score -609931.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -609963.437500 Penalty: 4473.272949
	Iteration 27Q: 3 clusters Score -609963.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -609996.125000 Penalty: 4473.272949
	Iteration 28Q: 3 clusters Score -609996.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -610031.750000 Penalty: 4473.272949
	Iteration 29Q: 3 clusters Score -610031.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -610066.875000 Penalty: 4473.272949
	Iteration 30Q: 3 clusters Score -610066.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -610107.750000 Penalty: 4473.272949
	Iteration 31Q: 3 clusters Score -610107.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -610140.062500 Penalty: 4473.272949
	Iteration 32Q: 3 clusters Score -610140.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -610164.375000 Penalty: 4473.272949
	Iteration 33Q: 3 clusters Score -610164.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -610172.125000 Penalty: 4473.272949
	Iteration 34Q: 3 clusters Score -610172.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -610175.000000 Penalty: 4473.272949
	Iteration 35Q: 3 clusters Score -610175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -610177.687500 Penalty: 4473.272949
	Iteration 36Q: 3 clusters Score -610177.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -610177.437500 Penalty: 4473.272949
	Iteration 37Q: 3 clusters Score -610177.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -610178.750000 Penalty: 4473.272949
	Iteration 38Q: 3 clusters Score -610178.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -610179.625000 Penalty: 4473.272949
	Iteration 39Q: 3 clusters Score -610179.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -610179.625000 Penalty: 4473.272949
	Iteration 40F: 3 clusters Score -610179.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Entering Unmasked Estep 
Score: -928182.187500 Penalty: 2346.487549
	Iteration 0F: 2 clusters Score -928182.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -918679.812500 Penalty: 4692.975098
	Iteration 0F: 3 clusters Score -918679.8 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -921691.500000 Penalty: 4692.975098
	Iteration 1F: 3 clusters Score -921691.5 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -922163.937500 Penalty: 4692.975098
	Iteration 2F: 3 clusters Score -922163.9 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -922568.625000 Penalty: 4692.975098
	Iteration 3F: 3 clusters Score -922568.6 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -923021.625000 Penalty: 4692.975098
	Iteration 4F: 3 clusters Score -923021.6 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -923473.875000 Penalty: 4692.975098
	Iteration 5F: 3 clusters Score -923473.9 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -923905.500000 Penalty: 4692.975098
	Iteration 6F: 3 clusters Score -923905.5 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -924307.562500 Penalty: 4692.975098
	Iteration 7Q: 3 clusters Score -924307.6 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -924649.375000 Penalty: 4692.975098
	Iteration 8Q: 3 clusters Score -924649.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -924951.375000 Penalty: 4692.975098
	Iteration 9Q: 3 clusters Score -924951.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -925249.562500 Penalty: 4692.975098
	Iteration 10Q: 3 clusters Score -925249.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -925531.125000 Penalty: 4692.975098
	Iteration 11Q: 3 clusters Score -925531.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -925781.937500 Penalty: 4692.975098
	Iteration 12Q: 3 clusters Score -925781.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -925974.687500 Penalty: 4692.975098
	Iteration 13Q: 3 clusters Score -925974.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -926099.687500 Penalty: 4692.975098
	Iteration 14Q: 3 clusters Score -926099.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -926183.812500 Penalty: 4692.975098
	Iteration 15Q: 3 clusters Score -926183.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -926247.687500 Penalty: 4692.975098
	Iteration 16Q: 3 clusters Score -926247.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -926300.750000 Penalty: 4692.975098
	Iteration 17Q: 3 clusters Score -926300.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -926337.937500 Penalty: 4692.975098
	Iteration 18Q: 3 clusters Score -926337.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -926362.625000 Penalty: 4692.975098
	Iteration 19Q: 3 clusters Score -926362.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -926379.750000 Penalty: 4692.975098
	Iteration 20F: 3 clusters Score -926379.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -926396.625000 Penalty: 4692.975098
	Iteration 21Q: 3 clusters Score -926396.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -926410.687500 Penalty: 4692.975098
	Iteration 22Q: 3 clusters Score -926410.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -926423.625000 Penalty: 4692.975098
	Iteration 23Q: 3 clusters Score -926423.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -926432.812500 Penalty: 4692.975098
	Iteration 24Q: 3 clusters Score -926432.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -926439.187500 Penalty: 4692.975098
	Iteration 25Q: 3 clusters Score -926439.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -926450.250000 Penalty: 4692.975098
	Iteration 26Q: 3 clusters Score -926450.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -926459.250000 Penalty: 4692.975098
	Iteration 27Q: 3 clusters Score -926459.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -926468.875000 Penalty: 4692.975098
	Iteration 28Q: 3 clusters Score -926468.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -926478.312500 Penalty: 4692.975098
	Iteration 29Q: 3 clusters Score -926478.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -926489.125000 Penalty: 4692.975098
	Iteration 30Q: 3 clusters Score -926489.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -926498.312500 Penalty: 4692.975098
	Iteration 31Q: 3 clusters Score -926498.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -926504.437500 Penalty: 4692.975098
	Iteration 32Q: 3 clusters Score -926504.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -926508.687500 Penalty: 4692.975098
	Iteration 33Q: 3 clusters Score -926508.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -926521.875000 Penalty: 4692.975098
	Iteration 34Q: 3 clusters Score -926521.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -926532.062500 Penalty: 4692.975098
	Iteration 35Q: 3 clusters Score -926532.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -926542.500000 Penalty: 4692.975098
	Iteration 36Q: 3 clusters Score -926542.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -926553.250000 Penalty: 4692.975098
	Iteration 37Q: 3 clusters Score -926553.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -926560.875000 Penalty: 4692.975098
	Iteration 38Q: 3 clusters Score -926560.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -926569.375000 Penalty: 4692.975098
	Iteration 39Q: 3 clusters Score -926569.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -926579.125000 Penalty: 4692.975098
	Iteration 40F: 3 clusters Score -926579.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -926585.937500 Penalty: 4692.975098
	Iteration 41Q: 3 clusters Score -926585.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -926596.000000 Penalty: 4692.975098
	Iteration 42Q: 3 clusters Score -926596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -926603.750000 Penalty: 4692.975098
	Iteration 43Q: 3 clusters Score -926603.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -926609.000000 Penalty: 4692.975098
	Iteration 44Q: 3 clusters Score -926609 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -926619.375000 Penalty: 4692.975098
	Iteration 45Q: 3 clusters Score -926619.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -926624.125000 Penalty: 4692.975098
	Iteration 46Q: 3 clusters Score -926624.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -926631.187500 Penalty: 4692.975098
	Iteration 47Q: 3 clusters Score -926631.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -926640.000000 Penalty: 4692.975098
	Iteration 48Q: 3 clusters Score -926640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -926645.812500 Penalty: 4692.975098
	Iteration 49Q: 3 clusters Score -926645.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -926655.750000 Penalty: 4692.975098
	Iteration 50Q: 3 clusters Score -926655.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -926664.250000 Penalty: 4692.975098
	Iteration 51Q: 3 clusters Score -926664.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -926672.187500 Penalty: 4692.975098
	Iteration 52Q: 3 clusters Score -926672.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -926676.812500 Penalty: 4692.975098
	Iteration 53Q: 3 clusters Score -926676.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -926679.312500 Penalty: 4692.975098
	Iteration 54Q: 3 clusters Score -926679.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -926689.062500 Penalty: 4692.975098
	Iteration 55Q: 3 clusters Score -926689.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -926697.687500 Penalty: 4692.975098
	Iteration 56Q: 3 clusters Score -926697.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -926710.937500 Penalty: 4692.975098
	Iteration 57Q: 3 clusters Score -926710.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -926721.750000 Penalty: 4692.975098
	Iteration 58Q: 3 clusters Score -926721.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -926731.000000 Penalty: 4692.975098
	Iteration 59Q: 3 clusters Score -926731 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -926738.625000 Penalty: 4692.975098
	Iteration 60F: 3 clusters Score -926738.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -926748.062500 Penalty: 4692.975098
	Iteration 61Q: 3 clusters Score -926748.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -926752.750000 Penalty: 4692.975098
	Iteration 62Q: 3 clusters Score -926752.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -926758.937500 Penalty: 4692.975098
	Iteration 63Q: 3 clusters Score -926758.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -926760.312500 Penalty: 4692.975098
	Iteration 64Q: 3 clusters Score -926760.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -926770.000000 Penalty: 4692.975098
	Iteration 65Q: 3 clusters Score -926770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -926776.125000 Penalty: 4692.975098
	Iteration 66Q: 3 clusters Score -926776.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -926785.312500 Penalty: 4692.975098
	Iteration 67Q: 3 clusters Score -926785.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -926788.812500 Penalty: 4692.975098
	Iteration 68Q: 3 clusters Score -926788.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -926797.062500 Penalty: 4692.975098
	Iteration 69Q: 3 clusters Score -926797.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -926801.250000 Penalty: 4692.975098
	Iteration 70Q: 3 clusters Score -926801.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -926809.875000 Penalty: 4692.975098
	Iteration 71Q: 3 clusters Score -926809.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -926817.750000 Penalty: 4692.975098
	Iteration 72Q: 3 clusters Score -926817.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -926820.812500 Penalty: 4692.975098
	Iteration 73Q: 3 clusters Score -926820.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -926826.812500 Penalty: 4692.975098
	Iteration 74Q: 3 clusters Score -926826.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -926838.500000 Penalty: 4692.975098
	Iteration 75Q: 3 clusters Score -926838.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -926838.187500 Penalty: 4692.975098
	Iteration 76Q: 3 clusters Score -926838.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -926847.750000 Penalty: 4692.975098
	Iteration 77Q: 3 clusters Score -926847.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -926858.250000 Penalty: 4692.975098
	Iteration 78Q: 3 clusters Score -926858.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -926865.937500 Penalty: 4692.975098
	Iteration 79Q: 3 clusters Score -926865.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -926878.562500 Penalty: 4692.975098
	Iteration 80F: 3 clusters Score -926878.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -926888.375000 Penalty: 4692.975098
	Iteration 81Q: 3 clusters Score -926888.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -926896.125000 Penalty: 4692.975098
	Iteration 82Q: 3 clusters Score -926896.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -926903.750000 Penalty: 4692.975098
	Iteration 83Q: 3 clusters Score -926903.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -926915.187500 Penalty: 4692.975098
	Iteration 84Q: 3 clusters Score -926915.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -926922.625000 Penalty: 4692.975098
	Iteration 85Q: 3 clusters Score -926922.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -926926.562500 Penalty: 4692.975098
	Iteration 86Q: 3 clusters Score -926926.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -926934.437500 Penalty: 4692.975098
	Iteration 87Q: 3 clusters Score -926934.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -926940.625000 Penalty: 4692.975098
	Iteration 88Q: 3 clusters Score -926940.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -926940.000000 Penalty: 4692.975098
	Iteration 89Q: 3 clusters Score -926940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -926942.937500 Penalty: 4692.975098
	Iteration 90Q: 3 clusters Score -926942.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -926944.687500 Penalty: 4692.975098
	Iteration 91Q: 3 clusters Score -926944.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -926948.500000 Penalty: 4692.975098
	Iteration 92Q: 3 clusters Score -926948.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -926951.062500 Penalty: 4692.975098
	Iteration 93Q: 3 clusters Score -926951.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -926954.875000 Penalty: 4692.975098
	Iteration 94Q: 3 clusters Score -926954.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -926958.062500 Penalty: 4692.975098
	Iteration 95Q: 3 clusters Score -926958.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -926959.437500 Penalty: 4692.975098
	Iteration 96Q: 3 clusters Score -926959.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -926959.562500 Penalty: 4692.975098
	Iteration 97Q: 3 clusters Score -926959.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -926957.937500 Penalty: 4692.975098
	Iteration 98Q: 3 clusters Score -926957.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -926960.812500 Penalty: 4692.975098
	Iteration 99Q: 3 clusters Score -926960.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -926961.500000 Penalty: 4692.975098
	Iteration 100F: 3 clusters Score -926961.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -926962.562500 Penalty: 4692.975098
	Iteration 101Q: 3 clusters Score -926962.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -926964.750000 Penalty: 4692.975098
	Iteration 102Q: 3 clusters Score -926964.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -926967.437500 Penalty: 4692.975098
	Iteration 103Q: 3 clusters Score -926967.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -926966.875000 Penalty: 4692.975098
	Iteration 104Q: 3 clusters Score -926966.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -926968.687500 Penalty: 4692.975098
	Iteration 105Q: 3 clusters Score -926968.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -926965.375000 Penalty: 4692.975098
	Iteration 106Q: 3 clusters Score -926965.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -926968.125000 Penalty: 4692.975098
	Iteration 107Q: 3 clusters Score -926968.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -926967.937500 Penalty: 4692.975098
	Iteration 108Q: 3 clusters Score -926967.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -926969.625000 Penalty: 4692.975098
	Iteration 109Q: 3 clusters Score -926969.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -926973.625000 Penalty: 4692.975098
	Iteration 110Q: 3 clusters Score -926973.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -926972.750000 Penalty: 4692.975098
	Iteration 111Q: 3 clusters Score -926972.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -926972.375000 Penalty: 4692.975098
	Iteration 112Q: 3 clusters Score -926972.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -926974.812500 Penalty: 4692.975098
	Iteration 113Q: 3 clusters Score -926974.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -926976.812500 Penalty: 4692.975098
	Iteration 114Q: 3 clusters Score -926976.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -926978.687500 Penalty: 4692.975098
	Iteration 115Q: 3 clusters Score -926978.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -926979.125000 Penalty: 4692.975098
	Iteration 116Q: 3 clusters Score -926979.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -926979.437500 Penalty: 4692.975098
	Iteration 117Q: 3 clusters Score -926979.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -926980.937500 Penalty: 4692.975098
	Iteration 118Q: 3 clusters Score -926980.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -926980.875000 Penalty: 4692.975098
	Iteration 119Q: 3 clusters Score -926980.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -926980.687500 Penalty: 4692.975098
	Iteration 120F: 3 clusters Score -926980.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -926979.937500 Penalty: 4692.975098
	Iteration 121Q: 3 clusters Score -926979.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -926980.687500 Penalty: 4692.975098
	Iteration 122Q: 3 clusters Score -926980.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -926981.000000 Penalty: 4692.975098
	Iteration 123Q: 3 clusters Score -926981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -926982.500000 Penalty: 4692.975098
	Iteration 124Q: 3 clusters Score -926982.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -926982.500000 Penalty: 4692.975098
	Iteration 125F: 3 clusters Score -926982.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Entering Unmasked Estep 
Score: -164759.875000 Penalty: 1926.701172
	Iteration 0F: 2 clusters Score -164759.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -161901.593750 Penalty: 3853.402344
	Iteration 0F: 3 clusters Score -161901.6 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -162501.015625 Penalty: 3853.402344
	Iteration 1F: 3 clusters Score -162501 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -162754.234375 Penalty: 3853.402344
	Iteration 2F: 3 clusters Score -162754.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -162948.593750 Penalty: 3853.402344
	Iteration 3F: 3 clusters Score -162948.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -163091.375000 Penalty: 3853.402344
	Iteration 4Q: 3 clusters Score -163091.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -163223.656250 Penalty: 3853.402344
	Iteration 5Q: 3 clusters Score -163223.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -163351.656250 Penalty: 3853.402344
	Iteration 6Q: 3 clusters Score -163351.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -163514.234375 Penalty: 3853.402344
	Iteration 7Q: 3 clusters Score -163514.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -163692.765625 Penalty: 3853.402344
	Iteration 8Q: 3 clusters Score -163692.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -163841.875000 Penalty: 3853.402344
	Iteration 9Q: 3 clusters Score -163841.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -163946.203125 Penalty: 3853.402344
	Iteration 10Q: 3 clusters Score -163946.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -164030.953125 Penalty: 3853.402344
	Iteration 11Q: 3 clusters Score -164031 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -164085.171875 Penalty: 3853.402344
	Iteration 12Q: 3 clusters Score -164085.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -164130.171875 Penalty: 3853.402344
	Iteration 13Q: 3 clusters Score -164130.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -164167.593750 Penalty: 3853.402344
	Iteration 14Q: 3 clusters Score -164167.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -164189.406250 Penalty: 3853.402344
	Iteration 15Q: 3 clusters Score -164189.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -164204.265625 Penalty: 3853.402344
	Iteration 16Q: 3 clusters Score -164204.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -164214.593750 Penalty: 3853.402344
	Iteration 17Q: 3 clusters Score -164214.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -164222.718750 Penalty: 3853.402344
	Iteration 18Q: 3 clusters Score -164222.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -164232.031250 Penalty: 3853.402344
	Iteration 19Q: 3 clusters Score -164232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -164258.406250 Penalty: 3853.402344
	Iteration 20F: 3 clusters Score -164258.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -164305.171875 Penalty: 3853.402344
	Iteration 21Q: 3 clusters Score -164305.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -164328.875000 Penalty: 3853.402344
	Iteration 22Q: 3 clusters Score -164328.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -164343.546875 Penalty: 3853.402344
	Iteration 23Q: 3 clusters Score -164343.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -164357.312500 Penalty: 3853.402344
	Iteration 24Q: 3 clusters Score -164357.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -164371.421875 Penalty: 3853.402344
	Iteration 25Q: 3 clusters Score -164371.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -164379.625000 Penalty: 3853.402344
	Iteration 26Q: 3 clusters Score -164379.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -164384.359375 Penalty: 3853.402344
	Iteration 27Q: 3 clusters Score -164384.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -164387.843750 Penalty: 3853.402344
	Iteration 28Q: 3 clusters Score -164387.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -164388.890625 Penalty: 3853.402344
	Iteration 29Q: 3 clusters Score -164388.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -164389.234375 Penalty: 3853.402344
	Iteration 30Q: 3 clusters Score -164389.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -164390.031250 Penalty: 3853.402344
	Iteration 31Q: 3 clusters Score -164390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -164390.828125 Penalty: 3853.402344
	Iteration 32Q: 3 clusters Score -164390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -164391.609375 Penalty: 3853.402344
	Iteration 33Q: 3 clusters Score -164391.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -164394.328125 Penalty: 3853.402344
	Iteration 34Q: 3 clusters Score -164394.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -164399.062500 Penalty: 3853.402344
	Iteration 35Q: 3 clusters Score -164399.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -164400.156250 Penalty: 3853.402344
	Iteration 36Q: 3 clusters Score -164400.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -164400.796875 Penalty: 3853.402344
	Iteration 37Q: 3 clusters Score -164400.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -164401.125000 Penalty: 3853.402344
	Iteration 38Q: 3 clusters Score -164401.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -164401.125000 Penalty: 3853.402344
	Iteration 39F: 3 clusters Score -164401.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (35508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Entering Unmasked Estep 
Score: -2338666.500000 Penalty: 2598.423340
	Iteration 0F: 2 clusters Score -2338666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2314498.750000 Penalty: 5196.846680
	Iteration 0F: 3 clusters Score -2314499 nChanged 16176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2323867.500000 Penalty: 5196.846680
	Iteration 1F: 3 clusters Score -2323868 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -2324657.250000 Penalty: 5196.846680
	Iteration 2F: 3 clusters Score -2324657 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2325466.500000 Penalty: 5196.846680
	Iteration 3F: 3 clusters Score -2325466 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2326278.250000 Penalty: 5196.846680
	Iteration 4Q: 3 clusters Score -2326278 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2327113.000000 Penalty: 5196.846680
	Iteration 5Q: 3 clusters Score -2327113 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2327906.000000 Penalty: 5196.846680
	Iteration 6Q: 3 clusters Score -2327906 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2328590.000000 Penalty: 5196.846680
	Iteration 7Q: 3 clusters Score -2328590 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2329210.250000 Penalty: 5196.846680
	Iteration 8Q: 3 clusters Score -2329210 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2329713.000000 Penalty: 5196.846680
	Iteration 9Q: 3 clusters Score -2329713 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2330182.000000 Penalty: 5196.846680
	Iteration 10Q: 3 clusters Score -2330182 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2330613.000000 Penalty: 5196.846680
	Iteration 11Q: 3 clusters Score -2330613 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2330952.250000 Penalty: 5196.846680
	Iteration 12Q: 3 clusters Score -2330952 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2331242.000000 Penalty: 5196.846680
	Iteration 13Q: 3 clusters Score -2331242 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2331436.250000 Penalty: 5196.846680
	Iteration 14Q: 3 clusters Score -2331436 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2331568.250000 Penalty: 5196.846680
	Iteration 15Q: 3 clusters Score -2331568 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2331639.250000 Penalty: 5196.846680
	Iteration 16Q: 3 clusters Score -2331639 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2331690.750000 Penalty: 5196.846680
	Iteration 17Q: 3 clusters Score -2331691 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2331729.750000 Penalty: 5196.846680
	Iteration 18Q: 3 clusters Score -2331730 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2331766.500000 Penalty: 5196.846680
	Iteration 19Q: 3 clusters Score -2331766 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2331811.000000 Penalty: 5196.846680
	Iteration 20F: 3 clusters Score -2331811 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2331827.250000 Penalty: 5196.846680
	Iteration 21Q: 3 clusters Score -2331827 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2331849.750000 Penalty: 5196.846680
	Iteration 22Q: 3 clusters Score -2331850 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2331887.500000 Penalty: 5196.846680
	Iteration 23Q: 3 clusters Score -2331888 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2331918.500000 Penalty: 5196.846680
	Iteration 24Q: 3 clusters Score -2331918 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2331948.250000 Penalty: 5196.846680
	Iteration 25Q: 3 clusters Score -2331948 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2331977.500000 Penalty: 5196.846680
	Iteration 26Q: 3 clusters Score -2331978 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2332008.750000 Penalty: 5196.846680
	Iteration 27Q: 3 clusters Score -2332009 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2332065.250000 Penalty: 5196.846680
	Iteration 28Q: 3 clusters Score -2332065 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2332087.500000 Penalty: 5196.846680
	Iteration 29Q: 3 clusters Score -2332088 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2332130.000000 Penalty: 5196.846680
	Iteration 30Q: 3 clusters Score -2332130 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2332185.000000 Penalty: 5196.846680
	Iteration 31Q: 3 clusters Score -2332185 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2332237.000000 Penalty: 5196.846680
	Iteration 32Q: 3 clusters Score -2332237 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2332284.750000 Penalty: 5196.846680
	Iteration 33Q: 3 clusters Score -2332285 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2332346.500000 Penalty: 5196.846680
	Iteration 34Q: 3 clusters Score -2332346 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2332404.500000 Penalty: 5196.846680
	Iteration 35Q: 3 clusters Score -2332404 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2332452.750000 Penalty: 5196.846680
	Iteration 36Q: 3 clusters Score -2332453 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2332515.500000 Penalty: 5196.846680
	Iteration 37Q: 3 clusters Score -2332516 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2332574.750000 Penalty: 5196.846680
	Iteration 38Q: 3 clusters Score -2332575 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2332630.000000 Penalty: 5196.846680
	Iteration 39Q: 3 clusters Score -2332630 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2332691.500000 Penalty: 5196.846680
	Iteration 40F: 3 clusters Score -2332692 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2332735.750000 Penalty: 5196.846680
	Iteration 41Q: 3 clusters Score -2332736 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2332786.500000 Penalty: 5196.846680
	Iteration 42Q: 3 clusters Score -2332786 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2332824.250000 Penalty: 5196.846680
	Iteration 43Q: 3 clusters Score -2332824 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2332888.000000 Penalty: 5196.846680
	Iteration 44Q: 3 clusters Score -2332888 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2332948.000000 Penalty: 5196.846680
	Iteration 45Q: 3 clusters Score -2332948 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2333017.250000 Penalty: 5196.846680
	Iteration 46Q: 3 clusters Score -2333017 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2333073.250000 Penalty: 5196.846680
	Iteration 47Q: 3 clusters Score -2333073 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2333153.250000 Penalty: 5196.846680
	Iteration 48Q: 3 clusters Score -2333153 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2333233.500000 Penalty: 5196.846680
	Iteration 49Q: 3 clusters Score -2333234 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2333298.500000 Penalty: 5196.846680
	Iteration 50Q: 3 clusters Score -2333298 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2333374.750000 Penalty: 5196.846680
	Iteration 51Q: 3 clusters Score -2333375 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2333463.250000 Penalty: 5196.846680
	Iteration 52Q: 3 clusters Score -2333463 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2333543.250000 Penalty: 5196.846680
	Iteration 53Q: 3 clusters Score -2333543 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2333613.250000 Penalty: 5196.846680
	Iteration 54Q: 3 clusters Score -2333613 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2333695.750000 Penalty: 5196.846680
	Iteration 55Q: 3 clusters Score -2333696 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2333763.500000 Penalty: 5196.846680
	Iteration 56Q: 3 clusters Score -2333764 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2333861.250000 Penalty: 5196.846680
	Iteration 57Q: 3 clusters Score -2333861 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2333960.500000 Penalty: 5196.846680
	Iteration 58Q: 3 clusters Score -2333960 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2334067.000000 Penalty: 5196.846680
	Iteration 59Q: 3 clusters Score -2334067 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2334176.250000 Penalty: 5196.846680
	Iteration 60F: 3 clusters Score -2334176 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2334245.250000 Penalty: 5196.846680
	Iteration 61Q: 3 clusters Score -2334245 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2334338.000000 Penalty: 5196.846680
	Iteration 62Q: 3 clusters Score -2334338 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2334414.750000 Penalty: 5196.846680
	Iteration 63Q: 3 clusters Score -2334415 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2334489.000000 Penalty: 5196.846680
	Iteration 64Q: 3 clusters Score -2334489 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2334581.500000 Penalty: 5196.846680
	Iteration 65Q: 3 clusters Score -2334582 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2334650.000000 Penalty: 5196.846680
	Iteration 66Q: 3 clusters Score -2334650 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2334728.250000 Penalty: 5196.846680
	Iteration 67Q: 3 clusters Score -2334728 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2334807.500000 Penalty: 5196.846680
	Iteration 68Q: 3 clusters Score -2334808 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2334889.500000 Penalty: 5196.846680
	Iteration 69Q: 3 clusters Score -2334890 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2334986.250000 Penalty: 5196.846680
	Iteration 70Q: 3 clusters Score -2334986 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2335086.750000 Penalty: 5196.846680
	Iteration 71Q: 3 clusters Score -2335087 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2335179.750000 Penalty: 5196.846680
	Iteration 72Q: 3 clusters Score -2335180 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2335282.750000 Penalty: 5196.846680
	Iteration 73Q: 3 clusters Score -2335283 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2335385.000000 Penalty: 5196.846680
	Iteration 74Q: 3 clusters Score -2335385 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2335487.750000 Penalty: 5196.846680
	Iteration 75Q: 3 clusters Score -2335488 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2335604.750000 Penalty: 5196.846680
	Iteration 76Q: 3 clusters Score -2335605 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2335731.750000 Penalty: 5196.846680
	Iteration 77Q: 3 clusters Score -2335732 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2335854.000000 Penalty: 5196.846680
	Iteration 78Q: 3 clusters Score -2335854 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2335974.250000 Penalty: 5196.846680
	Iteration 79Q: 3 clusters Score -2335974 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2336091.000000 Penalty: 5196.846680
	Iteration 80F: 3 clusters Score -2336091 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2336202.500000 Penalty: 5196.846680
	Iteration 81Q: 3 clusters Score -2336202 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2336285.250000 Penalty: 5196.846680
	Iteration 82Q: 3 clusters Score -2336285 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2336340.000000 Penalty: 5196.846680
	Iteration 83Q: 3 clusters Score -2336340 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2336399.250000 Penalty: 5196.846680
	Iteration 84Q: 3 clusters Score -2336399 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2336460.000000 Penalty: 5196.846680
	Iteration 85Q: 3 clusters Score -2336460 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2336509.000000 Penalty: 5196.846680
	Iteration 86Q: 3 clusters Score -2336509 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2336557.500000 Penalty: 5196.846680
	Iteration 87Q: 3 clusters Score -2336558 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2336603.000000 Penalty: 5196.846680
	Iteration 88Q: 3 clusters Score -2336603 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2336646.750000 Penalty: 5196.846680
	Iteration 89Q: 3 clusters Score -2336647 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2336675.250000 Penalty: 5196.846680
	Iteration 90Q: 3 clusters Score -2336675 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2336705.750000 Penalty: 5196.846680
	Iteration 91Q: 3 clusters Score -2336706 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2336734.000000 Penalty: 5196.846680
	Iteration 92Q: 3 clusters Score -2336734 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2336753.000000 Penalty: 5196.846680
	Iteration 93Q: 3 clusters Score -2336753 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2336767.250000 Penalty: 5196.846680
	Iteration 94Q: 3 clusters Score -2336767 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2336789.000000 Penalty: 5196.846680
	Iteration 95Q: 3 clusters Score -2336789 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2336808.000000 Penalty: 5196.846680
	Iteration 96Q: 3 clusters Score -2336808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2336830.000000 Penalty: 5196.846680
	Iteration 97Q: 3 clusters Score -2336830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2336845.750000 Penalty: 5196.846680
	Iteration 98Q: 3 clusters Score -2336846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2336860.000000 Penalty: 5196.846680
	Iteration 99Q: 3 clusters Score -2336860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2336876.250000 Penalty: 5196.846680
	Iteration 100F: 3 clusters Score -2336876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2336888.250000 Penalty: 5196.846680
	Iteration 101Q: 3 clusters Score -2336888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2336901.000000 Penalty: 5196.846680
	Iteration 102Q: 3 clusters Score -2336901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2336912.000000 Penalty: 5196.846680
	Iteration 103Q: 3 clusters Score -2336912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2336922.500000 Penalty: 5196.846680
	Iteration 104Q: 3 clusters Score -2336922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2336927.750000 Penalty: 5196.846680
	Iteration 105Q: 3 clusters Score -2336928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2336937.500000 Penalty: 5196.846680
	Iteration 106Q: 3 clusters Score -2336938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2336953.500000 Penalty: 5196.846680
	Iteration 107Q: 3 clusters Score -2336954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2336960.000000 Penalty: 5196.846680
	Iteration 108Q: 3 clusters Score -2336960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2336962.750000 Penalty: 5196.846680
	Iteration 109Q: 3 clusters Score -2336963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2336964.000000 Penalty: 5196.846680
	Iteration 110Q: 3 clusters Score -2336964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2336966.500000 Penalty: 5196.846680
	Iteration 111Q: 3 clusters Score -2336966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2336964.250000 Penalty: 5196.846680
	Iteration 112Q: 3 clusters Score -2336964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2336968.500000 Penalty: 5196.846680
	Iteration 113Q: 3 clusters Score -2336968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2336976.750000 Penalty: 5196.846680
	Iteration 114Q: 3 clusters Score -2336977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2336976.000000 Penalty: 5196.846680
	Iteration 115Q: 3 clusters Score -2336976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2336981.250000 Penalty: 5196.846680
	Iteration 116Q: 3 clusters Score -2336981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2336978.250000 Penalty: 5196.846680
	Iteration 117Q: 3 clusters Score -2336978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2336978.750000 Penalty: 5196.846680
	Iteration 118Q: 3 clusters Score -2336979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2336983.000000 Penalty: 5196.846680
	Iteration 119Q: 3 clusters Score -2336983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2336983.000000 Penalty: 5196.846680
	Iteration 120F: 3 clusters Score -2336983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2336983.250000 Penalty: 5196.846680
	Iteration 121Q: 3 clusters Score -2336983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2336983.500000 Penalty: 5196.846680
	Iteration 122Q: 3 clusters Score -2336984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2336983.500000 Penalty: 5196.846680
	Iteration 123F: 3 clusters Score -2336984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -80668.937500 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -80668.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -78608.968750 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -78608.97 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -78985.500000 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -78985.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -79220.851562 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -79220.85 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -79408.328125 Penalty: 3540.484131
	Iteration 3F: 3 clusters Score -79408.33 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -79563.257812 Penalty: 3540.484131
	Iteration 4F: 3 clusters Score -79563.26 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -79701.335938 Penalty: 3540.484131
	Iteration 5Q: 3 clusters Score -79701.34 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -79852.726562 Penalty: 3540.484131
	Iteration 6Q: 3 clusters Score -79852.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -79950.523438 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -79950.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -80007.281250 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -80007.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -80040.773438 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -80040.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -80069.609375 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -80069.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -80076.953125 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -80076.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -80081.390625 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -80081.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -80084.804688 Penalty: 3540.484131
	Iteration 13Q: 3 clusters Score -80084.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -80087.406250 Penalty: 3540.484131
	Iteration 14Q: 3 clusters Score -80087.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -80090.218750 Penalty: 3540.484131
	Iteration 15Q: 3 clusters Score -80090.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -80091.320312 Penalty: 3540.484131
	Iteration 16Q: 3 clusters Score -80091.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -80091.320312 Penalty: 3540.484131
	Iteration 17F: 3 clusters Score -80091.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (133119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133119 members 
Entering Unmasked Estep 
Score: -10162005.000000 Penalty: 2926.151611
	Iteration 0F: 2 clusters Score -1.0162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66846 members 
Mstep: Class 2 contains 66273 members 
Entering Unmasked Estep 
Score: -10072987.000000 Penalty: 5852.303223
	Iteration 0F: 3 clusters Score -1.007299e+07 nChanged 63486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70932 members 
Mstep: Class 2 contains 62187 members 
Entering Unmasked Estep 
Score: -10109935.000000 Penalty: 5852.303223
	Iteration 1F: 3 clusters Score -1.010994e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73823 members 
Mstep: Class 2 contains 59296 members 
Entering Unmasked Estep 
Score: -10111394.000000 Penalty: 5852.303223
	Iteration 2Q: 3 clusters Score -1.011139e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78241 members 
Mstep: Class 2 contains 54878 members 
Entering Unmasked Estep 
Score: -10113676.000000 Penalty: 5852.303223
	Iteration 3Q: 3 clusters Score -1.011368e+07 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84518 members 
Mstep: Class 2 contains 48601 members 
Entering Unmasked Estep 
Score: -10117561.000000 Penalty: 5852.303223
	Iteration 4F: 3 clusters Score -1.011756e+07 nChanged 9053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92917 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -10123568.000000 Penalty: 5852.303223
	Iteration 5F: 3 clusters Score -1.012357e+07 nChanged 10521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103006 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -10132062.000000 Penalty: 5852.303223
	Iteration 6F: 3 clusters Score -1.013206e+07 nChanged 10579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113421 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -10141514.000000 Penalty: 5852.303223
	Iteration 7F: 3 clusters Score -1.014151e+07 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122165 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -10149695.000000 Penalty: 5852.303223
	Iteration 8F: 3 clusters Score -1.01497e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127841 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -10154951.000000 Penalty: 5852.303223
	Iteration 9Q: 3 clusters Score -1.015495e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130782 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -10157601.000000 Penalty: 5852.303223
	Iteration 10Q: 3 clusters Score -1.01576e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131988 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -10158571.000000 Penalty: 5852.303223
	Iteration 11Q: 3 clusters Score -1.015857e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132412 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -10158965.000000 Penalty: 5852.303223
	Iteration 12Q: 3 clusters Score -1.015896e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132586 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -10159169.000000 Penalty: 5852.303223
	Iteration 13Q: 3 clusters Score -1.015917e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132661 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -10159260.000000 Penalty: 5852.303223
	Iteration 14Q: 3 clusters Score -1.015926e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132696 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -10159301.000000 Penalty: 5852.303223
	Iteration 15Q: 3 clusters Score -1.01593e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132706 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -10159326.000000 Penalty: 5852.303223
	Iteration 16Q: 3 clusters Score -1.015933e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132718 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -10159363.000000 Penalty: 5852.303223
	Iteration 17Q: 3 clusters Score -1.015936e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132725 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -10159373.000000 Penalty: 5852.303223
	Iteration 18Q: 3 clusters Score -1.015937e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132730 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -10159389.000000 Penalty: 5852.303223
	Iteration 19Q: 3 clusters Score -1.015939e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132733 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -10159394.000000 Penalty: 5852.303223
	Iteration 20F: 3 clusters Score -1.015939e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132743 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -10159407.000000 Penalty: 5852.303223
	Iteration 21Q: 3 clusters Score -1.015941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132746 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -10159411.000000 Penalty: 5852.303223
	Iteration 22Q: 3 clusters Score -1.015941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132750 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -10159432.000000 Penalty: 5852.303223
	Iteration 23Q: 3 clusters Score -1.015943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132749 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -10159444.000000 Penalty: 5852.303223
	Iteration 24Q: 3 clusters Score -1.015944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132751 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -10159448.000000 Penalty: 5852.303223
	Iteration 25Q: 3 clusters Score -1.015945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132751 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -10159444.000000 Penalty: 5852.303223
	Iteration 26Q: 3 clusters Score -1.015944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132752 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -10159449.000000 Penalty: 5852.303223
	Iteration 27Q: 3 clusters Score -1.015945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132752 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -10159449.000000 Penalty: 5852.303223
	Iteration 28F: 3 clusters Score -1.015945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Entering Unmasked Estep 
Score: -323290.875000 Penalty: 2089.745361
	Iteration 0F: 2 clusters Score -323290.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -319009.250000 Penalty: 4179.490723
	Iteration 0F: 3 clusters Score -319009.2 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -319964.906250 Penalty: 4179.490723
	Iteration 1F: 3 clusters Score -319964.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -320183.656250 Penalty: 4179.490723
	Iteration 2F: 3 clusters Score -320183.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -320348.093750 Penalty: 4179.490723
	Iteration 3F: 3 clusters Score -320348.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -320456.875000 Penalty: 4179.490723
	Iteration 4Q: 3 clusters Score -320456.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -320532.906250 Penalty: 4179.490723
	Iteration 5Q: 3 clusters Score -320532.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -320598.031250 Penalty: 4179.490723
	Iteration 6Q: 3 clusters Score -320598 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -320641.437500 Penalty: 4179.490723
	Iteration 7Q: 3 clusters Score -320641.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -320681.375000 Penalty: 4179.490723
	Iteration 8Q: 3 clusters Score -320681.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -320717.468750 Penalty: 4179.490723
	Iteration 9Q: 3 clusters Score -320717.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -320753.593750 Penalty: 4179.490723
	Iteration 10Q: 3 clusters Score -320753.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -320791.250000 Penalty: 4179.490723
	Iteration 11Q: 3 clusters Score -320791.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -320826.906250 Penalty: 4179.490723
	Iteration 12Q: 3 clusters Score -320826.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -320878.187500 Penalty: 4179.490723
	Iteration 13Q: 3 clusters Score -320878.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -320941.656250 Penalty: 4179.490723
	Iteration 14Q: 3 clusters Score -320941.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -321030.593750 Penalty: 4179.490723
	Iteration 15Q: 3 clusters Score -321030.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -321146.500000 Penalty: 4179.490723
	Iteration 16Q: 3 clusters Score -321146.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -321304.593750 Penalty: 4179.490723
	Iteration 17Q: 3 clusters Score -321304.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -321468.093750 Penalty: 4179.490723
	Iteration 18Q: 3 clusters Score -321468.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -321595.187500 Penalty: 4179.490723
	Iteration 19Q: 3 clusters Score -321595.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -321689.500000 Penalty: 4179.490723
	Iteration 20F: 3 clusters Score -321689.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -321771.781250 Penalty: 4179.490723
	Iteration 21Q: 3 clusters Score -321771.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -321834.531250 Penalty: 4179.490723
	Iteration 22Q: 3 clusters Score -321834.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -321890.343750 Penalty: 4179.490723
	Iteration 23Q: 3 clusters Score -321890.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -321924.593750 Penalty: 4179.490723
	Iteration 24Q: 3 clusters Score -321924.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -321945.531250 Penalty: 4179.490723
	Iteration 25Q: 3 clusters Score -321945.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -321962.343750 Penalty: 4179.490723
	Iteration 26Q: 3 clusters Score -321962.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -321978.187500 Penalty: 4179.490723
	Iteration 27Q: 3 clusters Score -321978.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -321990.593750 Penalty: 4179.490723
	Iteration 28Q: 3 clusters Score -321990.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -322000.968750 Penalty: 4179.490723
	Iteration 29Q: 3 clusters Score -322001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -322003.906250 Penalty: 4179.490723
	Iteration 30Q: 3 clusters Score -322003.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -322007.968750 Penalty: 4179.490723
	Iteration 31Q: 3 clusters Score -322008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -322010.625000 Penalty: 4179.490723
	Iteration 32Q: 3 clusters Score -322010.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -322011.656250 Penalty: 4179.490723
	Iteration 33Q: 3 clusters Score -322011.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -322014.500000 Penalty: 4179.490723
	Iteration 34Q: 3 clusters Score -322014.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -322016.343750 Penalty: 4179.490723
	Iteration 35Q: 3 clusters Score -322016.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -322017.750000 Penalty: 4179.490723
	Iteration 36Q: 3 clusters Score -322017.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -322017.750000 Penalty: 4179.490723
	Iteration 37F: 3 clusters Score -322017.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Entering Unmasked Estep 
Score: -108476.234375 Penalty: 1816.309937
	Iteration 0F: 2 clusters Score -108476.2 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 758 members 
Entering Unmasked Estep 
Score: -106167.937500 Penalty: 3632.619873
	Iteration 0F: 3 clusters Score -106167.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -106517.906250 Penalty: 3632.619873
	Iteration 1F: 3 clusters Score -106517.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -106627.265625 Penalty: 3632.619873
	Iteration 2F: 3 clusters Score -106627.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -106696.132812 Penalty: 3632.619873
	Iteration 3Q: 3 clusters Score -106696.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -106741.984375 Penalty: 3632.619873
	Iteration 4Q: 3 clusters Score -106742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -106760.718750 Penalty: 3632.619873
	Iteration 5Q: 3 clusters Score -106760.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -106770.507812 Penalty: 3632.619873
	Iteration 6Q: 3 clusters Score -106770.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -106773.890625 Penalty: 3632.619873
	Iteration 7Q: 3 clusters Score -106773.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -106775.054688 Penalty: 3632.619873
	Iteration 8Q: 3 clusters Score -106775.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -106775.953125 Penalty: 3632.619873
	Iteration 9Q: 3 clusters Score -106776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -106775.953125 Penalty: 3632.619873
	Iteration 10F: 3 clusters Score -106776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Entering Unmasked Estep 
Score: -231854.000000 Penalty: 2007.557251
	Iteration 0F: 2 clusters Score -231854 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 1656 members 
Entering Unmasked Estep 
Score: -228434.156250 Penalty: 4015.114502
	Iteration 0F: 3 clusters Score -228434.2 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -229256.953125 Penalty: 4015.114502
	Iteration 1F: 3 clusters Score -229257 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -229511.265625 Penalty: 4015.114502
	Iteration 2F: 3 clusters Score -229511.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -229697.265625 Penalty: 4015.114502
	Iteration 3F: 3 clusters Score -229697.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -229812.265625 Penalty: 4015.114502
	Iteration 4Q: 3 clusters Score -229812.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -229907.625000 Penalty: 4015.114502
	Iteration 5Q: 3 clusters Score -229907.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -230028.171875 Penalty: 4015.114502
	Iteration 6Q: 3 clusters Score -230028.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -230142.812500 Penalty: 4015.114502
	Iteration 7Q: 3 clusters Score -230142.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -230243.890625 Penalty: 4015.114502
	Iteration 8Q: 3 clusters Score -230243.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -230320.515625 Penalty: 4015.114502
	Iteration 9Q: 3 clusters Score -230320.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -230378.203125 Penalty: 4015.114502
	Iteration 10Q: 3 clusters Score -230378.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -230417.046875 Penalty: 4015.114502
	Iteration 11Q: 3 clusters Score -230417 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -230449.593750 Penalty: 4015.114502
	Iteration 12Q: 3 clusters Score -230449.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -230480.781250 Penalty: 4015.114502
	Iteration 13Q: 3 clusters Score -230480.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -230504.093750 Penalty: 4015.114502
	Iteration 14Q: 3 clusters Score -230504.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -230522.203125 Penalty: 4015.114502
	Iteration 15Q: 3 clusters Score -230522.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -230544.812500 Penalty: 4015.114502
	Iteration 16Q: 3 clusters Score -230544.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -230556.015625 Penalty: 4015.114502
	Iteration 17Q: 3 clusters Score -230556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -230571.562500 Penalty: 4015.114502
	Iteration 18Q: 3 clusters Score -230571.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -230583.406250 Penalty: 4015.114502
	Iteration 19Q: 3 clusters Score -230583.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -230590.921875 Penalty: 4015.114502
	Iteration 20F: 3 clusters Score -230590.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -230603.843750 Penalty: 4015.114502
	Iteration 21Q: 3 clusters Score -230603.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -230615.125000 Penalty: 4015.114502
	Iteration 22Q: 3 clusters Score -230615.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -230618.453125 Penalty: 4015.114502
	Iteration 23Q: 3 clusters Score -230618.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -230620.593750 Penalty: 4015.114502
	Iteration 24Q: 3 clusters Score -230620.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -230622.734375 Penalty: 4015.114502
	Iteration 25Q: 3 clusters Score -230622.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -230624.203125 Penalty: 4015.114502
	Iteration 26Q: 3 clusters Score -230624.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -230625.031250 Penalty: 4015.114502
	Iteration 27Q: 3 clusters Score -230625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -230625.234375 Penalty: 4015.114502
	Iteration 28Q: 3 clusters Score -230625.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -230625.234375 Penalty: 4015.114502
	Iteration 29F: 3 clusters Score -230625.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Entering Unmasked Estep 
Score: -116089.273438 Penalty: 1878.744873
	Iteration 0F: 2 clusters Score -116089.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -113517.148438 Penalty: 3757.489746
	Iteration 0F: 3 clusters Score -113517.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -114079.632812 Penalty: 3757.489746
	Iteration 1F: 3 clusters Score -114079.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -114270.984375 Penalty: 3757.489746
	Iteration 2F: 3 clusters Score -114271 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -114357.750000 Penalty: 3757.489746
	Iteration 3Q: 3 clusters Score -114357.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -114420.500000 Penalty: 3757.489746
	Iteration 4Q: 3 clusters Score -114420.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -114459.359375 Penalty: 3757.489746
	Iteration 5Q: 3 clusters Score -114459.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -114505.921875 Penalty: 3757.489746
	Iteration 6Q: 3 clusters Score -114505.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -114555.046875 Penalty: 3757.489746
	Iteration 7Q: 3 clusters Score -114555 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -114584.664062 Penalty: 3757.489746
	Iteration 8Q: 3 clusters Score -114584.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -114603.921875 Penalty: 3757.489746
	Iteration 9Q: 3 clusters Score -114603.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -114626.945312 Penalty: 3757.489746
	Iteration 10Q: 3 clusters Score -114626.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -114647.406250 Penalty: 3757.489746
	Iteration 11Q: 3 clusters Score -114647.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -114659.359375 Penalty: 3757.489746
	Iteration 12Q: 3 clusters Score -114659.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -114660.851562 Penalty: 3757.489746
	Iteration 13Q: 3 clusters Score -114660.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -114667.156250 Penalty: 3757.489746
	Iteration 14Q: 3 clusters Score -114667.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -114671.328125 Penalty: 3757.489746
	Iteration 15Q: 3 clusters Score -114671.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -114674.601562 Penalty: 3757.489746
	Iteration 16Q: 3 clusters Score -114674.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -114676.265625 Penalty: 3757.489746
	Iteration 17Q: 3 clusters Score -114676.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -114677.445312 Penalty: 3757.489746
	Iteration 18Q: 3 clusters Score -114677.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -114679.875000 Penalty: 3757.489746
	Iteration 19Q: 3 clusters Score -114679.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -114680.281250 Penalty: 3757.489746
	Iteration 20F: 3 clusters Score -114680.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -114680.570312 Penalty: 3757.489746
	Iteration 21Q: 3 clusters Score -114680.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -114680.820312 Penalty: 3757.489746
	Iteration 22Q: 3 clusters Score -114680.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -114681.171875 Penalty: 3757.489746
	Iteration 23Q: 3 clusters Score -114681.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -114681.171875 Penalty: 3757.489746
	Iteration 24F: 3 clusters Score -114681.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Entering Unmasked Estep 
Score: -113537.000000 Penalty: 1911.797119
	Iteration 0F: 2 clusters Score -113537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -110833.929688 Penalty: 3823.594238
	Iteration 0F: 3 clusters Score -110833.9 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -111603.554688 Penalty: 3823.594238
	Iteration 1F: 3 clusters Score -111603.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -111901.914062 Penalty: 3823.594238
	Iteration 2F: 3 clusters Score -111901.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -112162.054688 Penalty: 3823.594238
	Iteration 3F: 3 clusters Score -112162.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -112358.898438 Penalty: 3823.594238
	Iteration 4F: 3 clusters Score -112358.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -112522.164062 Penalty: 3823.594238
	Iteration 5F: 3 clusters Score -112522.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -112659.492188 Penalty: 3823.594238
	Iteration 6Q: 3 clusters Score -112659.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -112796.742188 Penalty: 3823.594238
	Iteration 7Q: 3 clusters Score -112796.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -112925.585938 Penalty: 3823.594238
	Iteration 8Q: 3 clusters Score -112925.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -113021.343750 Penalty: 3823.594238
	Iteration 9Q: 3 clusters Score -113021.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -113127.507812 Penalty: 3823.594238
	Iteration 10Q: 3 clusters Score -113127.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -113181.375000 Penalty: 3823.594238
	Iteration 11Q: 3 clusters Score -113181.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -113214.578125 Penalty: 3823.594238
	Iteration 12Q: 3 clusters Score -113214.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -113234.968750 Penalty: 3823.594238
	Iteration 13Q: 3 clusters Score -113235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -113257.054688 Penalty: 3823.594238
	Iteration 14Q: 3 clusters Score -113257.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -113271.578125 Penalty: 3823.594238
	Iteration 15Q: 3 clusters Score -113271.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -113285.140625 Penalty: 3823.594238
	Iteration 16Q: 3 clusters Score -113285.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -113292.289062 Penalty: 3823.594238
	Iteration 17Q: 3 clusters Score -113292.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -113297.875000 Penalty: 3823.594238
	Iteration 18Q: 3 clusters Score -113297.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -113301.882812 Penalty: 3823.594238
	Iteration 19Q: 3 clusters Score -113301.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -113306.171875 Penalty: 3823.594238
	Iteration 20F: 3 clusters Score -113306.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -113310.992188 Penalty: 3823.594238
	Iteration 21Q: 3 clusters Score -113311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -113311.289062 Penalty: 3823.594238
	Iteration 22Q: 3 clusters Score -113311.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -113311.289062 Penalty: 3823.594238
	Iteration 23F: 3 clusters Score -113311.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -246046.359375 Penalty: 2021.316040
	Iteration 0F: 2 clusters Score -246046.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -242499.359375 Penalty: 4042.632080
	Iteration 0F: 3 clusters Score -242499.4 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -243334.625000 Penalty: 4042.632080
	Iteration 1F: 3 clusters Score -243334.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -243686.390625 Penalty: 4042.632080
	Iteration 2F: 3 clusters Score -243686.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -244095.046875 Penalty: 4042.632080
	Iteration 3F: 3 clusters Score -244095 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -244473.546875 Penalty: 4042.632080
	Iteration 4F: 3 clusters Score -244473.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -244761.015625 Penalty: 4042.632080
	Iteration 5F: 3 clusters Score -244761 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -244953.500000 Penalty: 4042.632080
	Iteration 6F: 3 clusters Score -244953.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -245116.718750 Penalty: 4042.632080
	Iteration 7Q: 3 clusters Score -245116.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -245244.359375 Penalty: 4042.632080
	Iteration 8Q: 3 clusters Score -245244.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -245337.906250 Penalty: 4042.632080
	Iteration 9Q: 3 clusters Score -245337.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -245402.921875 Penalty: 4042.632080
	Iteration 10Q: 3 clusters Score -245402.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -245455.015625 Penalty: 4042.632080
	Iteration 11Q: 3 clusters Score -245455 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -245506.406250 Penalty: 4042.632080
	Iteration 12Q: 3 clusters Score -245506.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -245534.750000 Penalty: 4042.632080
	Iteration 13Q: 3 clusters Score -245534.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -245552.656250 Penalty: 4042.632080
	Iteration 14Q: 3 clusters Score -245552.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -245569.296875 Penalty: 4042.632080
	Iteration 15Q: 3 clusters Score -245569.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -245582.187500 Penalty: 4042.632080
	Iteration 16Q: 3 clusters Score -245582.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -245589.015625 Penalty: 4042.632080
	Iteration 17Q: 3 clusters Score -245589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -245593.546875 Penalty: 4042.632080
	Iteration 18Q: 3 clusters Score -245593.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -245596.609375 Penalty: 4042.632080
	Iteration 19Q: 3 clusters Score -245596.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -245599.906250 Penalty: 4042.632080
	Iteration 20F: 3 clusters Score -245599.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -245602.031250 Penalty: 4042.632080
	Iteration 21Q: 3 clusters Score -245602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -245602.546875 Penalty: 4042.632080
	Iteration 22Q: 3 clusters Score -245602.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -245602.546875 Penalty: 4042.632080
	Iteration 23F: 3 clusters Score -245602.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -59725.480469 Penalty: 1669.883667
	Iteration 0F: 2 clusters Score -59725.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -57919.906250 Penalty: 3339.767334
	Iteration 0F: 3 clusters Score -57919.91 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -58136.273438 Penalty: 3339.767334
	Iteration 1F: 3 clusters Score -58136.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -58198.203125 Penalty: 3339.767334
	Iteration 2Q: 3 clusters Score -58198.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -58230.882812 Penalty: 3339.767334
	Iteration 3Q: 3 clusters Score -58230.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -58260.644531 Penalty: 3339.767334
	Iteration 4Q: 3 clusters Score -58260.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -58283.488281 Penalty: 3339.767334
	Iteration 5Q: 3 clusters Score -58283.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -58288.835938 Penalty: 3339.767334
	Iteration 6Q: 3 clusters Score -58288.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -58290.488281 Penalty: 3339.767334
	Iteration 7Q: 3 clusters Score -58290.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -58294.964844 Penalty: 3339.767334
	Iteration 8Q: 3 clusters Score -58294.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -58299.765625 Penalty: 3339.767334
	Iteration 9Q: 3 clusters Score -58299.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -58300.421875 Penalty: 3339.767334
	Iteration 10Q: 3 clusters Score -58300.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -58302.781250 Penalty: 3339.767334
	Iteration 11Q: 3 clusters Score -58302.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -58304.476562 Penalty: 3339.767334
	Iteration 12Q: 3 clusters Score -58304.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -58306.539062 Penalty: 3339.767334
	Iteration 13Q: 3 clusters Score -58306.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -58307.597656 Penalty: 3339.767334
	Iteration 14Q: 3 clusters Score -58307.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -58307.597656 Penalty: 3339.767334
	Iteration 15F: 3 clusters Score -58307.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5735 members 
Mstep: Class 4 contains 26685 members 
Mstep: Class 5 contains 1572 members 
Mstep: Class 6 contains 229872 members 
Mstep: Class 7 contains 186814 members 
Mstep: Class 8 contains 206877 members 
Mstep: Class 9 contains 4314 members 
Mstep: Class 10 contains 36178 members 
Mstep: Class 11 contains 2951 members 
Mstep: Class 12 contains 14531 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 57109 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11786 members 
Mstep: Class 18 contains 7610 members 
Mstep: Class 19 contains 163664 members 
Mstep: Class 20 contains 3530 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93451 members 
Mstep: Class 24 contains 11031 members 
Mstep: Class 25 contains 2634 members 
Mstep: Class 26 contains 5372 members 
Mstep: Class 27 contains 18431 members 
Mstep: Class 28 contains 2510 members 
Mstep: Class 29 contains 5672 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33790 members 
Mstep: Class 32 contains 3902 members 
Mstep: Class 33 contains 4359 members 
Mstep: Class 34 contains 9994 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10913 members 
Mstep: Class 37 contains 8256 members 
Mstep: Class 38 contains 12857 members 
Mstep: Class 39 contains 2366 members 
Mstep: Class 40 contains 35508 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133119 members 
Mstep: Class 43 contains 4566 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3278 members 
Mstep: Class 46 contains 1950 members 
Mstep: Class 47 contains 2228 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304888.000000 Penalty: 172113.140625
Iteration 159Q: 50 clusters Score -1.023049e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5735 members 
Mstep: Class 4 contains 26688 members 
Mstep: Class 5 contains 1572 members 
Mstep: Class 6 contains 229881 members 
Mstep: Class 7 contains 186811 members 
Mstep: Class 8 contains 206876 members 
Mstep: Class 9 contains 4313 members 
Mstep: Class 10 contains 36182 members 
Mstep: Class 11 contains 2951 members 
Mstep: Class 12 contains 14555 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 57112 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11786 members 
Mstep: Class 18 contains 7612 members 
Mstep: Class 19 contains 163665 members 
Mstep: Class 20 contains 3535 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93450 members 
Mstep: Class 24 contains 11035 members 
Mstep: Class 25 contains 2631 members 
Mstep: Class 26 contains 5373 members 
Mstep: Class 27 contains 18426 members 
Mstep: Class 28 contains 2509 members 
Mstep: Class 29 contains 5672 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33780 members 
Mstep: Class 32 contains 3901 members 
Mstep: Class 33 contains 4359 members 
Mstep: Class 34 contains 9989 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10914 members 
Mstep: Class 37 contains 8273 members 
Mstep: Class 38 contains 12829 members 
Mstep: Class 39 contains 2366 members 
Mstep: Class 40 contains 35511 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133107 members 
Mstep: Class 43 contains 4565 members 
Mstep: Class 44 contains 1517 members 
Mstep: Class 45 contains 3278 members 
Mstep: Class 46 contains 1950 members 
Mstep: Class 47 contains 2228 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304944.000000 Penalty: 172113.140625
Iteration 160F: 50 clusters Score -1.023049e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5737 members 
Mstep: Class 4 contains 26690 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 229892 members 
Mstep: Class 7 contains 186808 members 
Mstep: Class 8 contains 206873 members 
Mstep: Class 9 contains 4312 members 
Mstep: Class 10 contains 36188 members 
Mstep: Class 11 contains 2952 members 
Mstep: Class 12 contains 14586 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 57114 members 
Mstep: Class 15 contains 4223 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11786 members 
Mstep: Class 18 contains 7611 members 
Mstep: Class 19 contains 163666 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93445 members 
Mstep: Class 24 contains 11036 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 5375 members 
Mstep: Class 27 contains 18424 members 
Mstep: Class 28 contains 2509 members 
Mstep: Class 29 contains 5672 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33777 members 
Mstep: Class 32 contains 3900 members 
Mstep: Class 33 contains 4359 members 
Mstep: Class 34 contains 9983 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10917 members 
Mstep: Class 37 contains 8281 members 
Mstep: Class 38 contains 12791 members 
Mstep: Class 39 contains 2366 members 
Mstep: Class 40 contains 35513 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133102 members 
Mstep: Class 43 contains 4565 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 3278 members 
Mstep: Class 46 contains 1950 members 
Mstep: Class 47 contains 2227 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304920.000000 Penalty: 172113.140625
Iteration 161Q: 50 clusters Score -1.023049e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 2007 members 
Mstep: Class 3 contains 5738 members 
Mstep: Class 4 contains 26694 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 229897 members 
Mstep: Class 7 contains 186812 members 
Mstep: Class 8 contains 206874 members 
Mstep: Class 9 contains 4313 members 
Mstep: Class 10 contains 36201 members 
Mstep: Class 11 contains 2952 members 
Mstep: Class 12 contains 14608 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 57114 members 
Mstep: Class 15 contains 4223 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11786 members 
Mstep: Class 18 contains 7610 members 
Mstep: Class 19 contains 163671 members 
Mstep: Class 20 contains 3538 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93450 members 
Mstep: Class 24 contains 11044 members 
Mstep: Class 25 contains 2623 members 
Mstep: Class 26 contains 5380 members 
Mstep: Class 27 contains 18421 members 
Mstep: Class 28 contains 2509 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33774 members 
Mstep: Class 32 contains 3901 members 
Mstep: Class 33 contains 4358 members 
Mstep: Class 34 contains 9975 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10917 members 
Mstep: Class 37 contains 8287 members 
Mstep: Class 38 contains 12748 members 
Mstep: Class 39 contains 2366 members 
Mstep: Class 40 contains 35508 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133092 members 
Mstep: Class 43 contains 4565 members 
Mstep: Class 44 contains 1519 members 
Mstep: Class 45 contains 3279 members 
Mstep: Class 46 contains 1951 members 
Mstep: Class 47 contains 2226 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304944.000000 Penalty: 172113.140625
Iteration 162Q: 50 clusters Score -1.023049e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5741 members 
Mstep: Class 4 contains 26697 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 229907 members 
Mstep: Class 7 contains 186813 members 
Mstep: Class 8 contains 206874 members 
Mstep: Class 9 contains 4314 members 
Mstep: Class 10 contains 36200 members 
Mstep: Class 11 contains 2952 members 
Mstep: Class 12 contains 14627 members 
Mstep: Class 13 contains 4937 members 
Mstep: Class 14 contains 57115 members 
Mstep: Class 15 contains 4223 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 7610 members 
Mstep: Class 19 contains 163670 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93455 members 
Mstep: Class 24 contains 11051 members 
Mstep: Class 25 contains 2623 members 
Mstep: Class 26 contains 5384 members 
Mstep: Class 27 contains 18419 members 
Mstep: Class 28 contains 2509 members 
Mstep: Class 29 contains 5674 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33774 members 
Mstep: Class 32 contains 3900 members 
Mstep: Class 33 contains 4358 members 
Mstep: Class 34 contains 9969 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10918 members 
Mstep: Class 37 contains 8294 members 
Mstep: Class 38 contains 12714 members 
Mstep: Class 39 contains 2366 members 
Mstep: Class 40 contains 35506 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133080 members 
Mstep: Class 43 contains 4565 members 
Mstep: Class 44 contains 1520 members 
Mstep: Class 45 contains 3280 members 
Mstep: Class 46 contains 1952 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304880.000000 Penalty: 172113.140625
Iteration 163Q: 50 clusters Score -1.023049e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5748 members 
Mstep: Class 4 contains 26702 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 229915 members 
Mstep: Class 7 contains 186810 members 
Mstep: Class 8 contains 206875 members 
Mstep: Class 9 contains 4314 members 
Mstep: Class 10 contains 36208 members 
Mstep: Class 11 contains 2953 members 
Mstep: Class 12 contains 14647 members 
Mstep: Class 13 contains 4935 members 
Mstep: Class 14 contains 57114 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 7610 members 
Mstep: Class 19 contains 163674 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93457 members 
Mstep: Class 24 contains 11051 members 
Mstep: Class 25 contains 2618 members 
Mstep: Class 26 contains 5387 members 
Mstep: Class 27 contains 18417 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5675 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33766 members 
Mstep: Class 32 contains 3901 members 
Mstep: Class 33 contains 4358 members 
Mstep: Class 34 contains 9963 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10917 members 
Mstep: Class 37 contains 8297 members 
Mstep: Class 38 contains 12681 members 
Mstep: Class 39 contains 2366 members 
Mstep: Class 40 contains 35509 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133078 members 
Mstep: Class 43 contains 4565 members 
Mstep: Class 44 contains 1520 members 
Mstep: Class 45 contains 3281 members 
Mstep: Class 46 contains 1952 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304944.000000 Penalty: 172113.140625
Iteration 164Q: 50 clusters Score -1.023049e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5749 members 
Mstep: Class 4 contains 26703 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 229919 members 
Mstep: Class 7 contains 186808 members 
Mstep: Class 8 contains 206875 members 
Mstep: Class 9 contains 4314 members 
Mstep: Class 10 contains 36218 members 
Mstep: Class 11 contains 2954 members 
Mstep: Class 12 contains 14674 members 
Mstep: Class 13 contains 4935 members 
Mstep: Class 14 contains 57112 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 7610 members 
Mstep: Class 19 contains 163675 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93459 members 
Mstep: Class 24 contains 11054 members 
Mstep: Class 25 contains 2618 members 
Mstep: Class 26 contains 5388 members 
Mstep: Class 27 contains 18415 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5675 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33761 members 
Mstep: Class 32 contains 3900 members 
Mstep: Class 33 contains 4360 members 
Mstep: Class 34 contains 9957 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10921 members 
Mstep: Class 37 contains 8300 members 
Mstep: Class 38 contains 12646 members 
Mstep: Class 39 contains 2366 members 
Mstep: Class 40 contains 35508 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133075 members 
Mstep: Class 43 contains 4567 members 
Mstep: Class 44 contains 1519 members 
Mstep: Class 45 contains 3281 members 
Mstep: Class 46 contains 1952 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304856.000000 Penalty: 172113.140625
Iteration 165Q: 50 clusters Score -1.023049e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5752 members 
Mstep: Class 4 contains 26699 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 229935 members 
Mstep: Class 7 contains 186805 members 
Mstep: Class 8 contains 206875 members 
Mstep: Class 9 contains 4315 members 
Mstep: Class 10 contains 36223 members 
Mstep: Class 11 contains 2956 members 
Mstep: Class 12 contains 14694 members 
Mstep: Class 13 contains 4935 members 
Mstep: Class 14 contains 57111 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 7610 members 
Mstep: Class 19 contains 163676 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93459 members 
Mstep: Class 24 contains 11052 members 
Mstep: Class 25 contains 2617 members 
Mstep: Class 26 contains 5392 members 
Mstep: Class 27 contains 18415 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5675 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33755 members 
Mstep: Class 32 contains 3901 members 
Mstep: Class 33 contains 4361 members 
Mstep: Class 34 contains 9953 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10924 members 
Mstep: Class 37 contains 8307 members 
Mstep: Class 38 contains 12614 members 
Mstep: Class 39 contains 2366 members 
Mstep: Class 40 contains 35507 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133071 members 
Mstep: Class 43 contains 4569 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 3281 members 
Mstep: Class 46 contains 1952 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304984.000000 Penalty: 172113.140625
Iteration 166Q: 50 clusters Score -1.02305e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5758 members 
Mstep: Class 4 contains 26698 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 229944 members 
Mstep: Class 7 contains 186808 members 
Mstep: Class 8 contains 206876 members 
Mstep: Class 9 contains 4316 members 
Mstep: Class 10 contains 36225 members 
Mstep: Class 11 contains 2956 members 
Mstep: Class 12 contains 14713 members 
Mstep: Class 13 contains 4934 members 
Mstep: Class 14 contains 57113 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 7612 members 
Mstep: Class 19 contains 163674 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93455 members 
Mstep: Class 24 contains 11050 members 
Mstep: Class 25 contains 2617 members 
Mstep: Class 26 contains 5394 members 
Mstep: Class 27 contains 18415 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5675 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33752 members 
Mstep: Class 32 contains 3901 members 
Mstep: Class 33 contains 4362 members 
Mstep: Class 34 contains 9951 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10924 members 
Mstep: Class 37 contains 8310 members 
Mstep: Class 38 contains 12590 members 
Mstep: Class 39 contains 2366 members 
Mstep: Class 40 contains 35505 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133063 members 
Mstep: Class 43 contains 4570 members 
Mstep: Class 44 contains 1517 members 
Mstep: Class 45 contains 3281 members 
Mstep: Class 46 contains 1952 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304960.000000 Penalty: 172113.140625
Iteration 167Q: 50 clusters Score -1.02305e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5762 members 
Mstep: Class 4 contains 26698 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 229950 members 
Mstep: Class 7 contains 186811 members 
Mstep: Class 8 contains 206876 members 
Mstep: Class 9 contains 4316 members 
Mstep: Class 10 contains 36231 members 
Mstep: Class 11 contains 2957 members 
Mstep: Class 12 contains 14737 members 
Mstep: Class 13 contains 4934 members 
Mstep: Class 14 contains 57111 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7612 members 
Mstep: Class 19 contains 163669 members 
Mstep: Class 20 contains 3538 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93453 members 
Mstep: Class 24 contains 11051 members 
Mstep: Class 25 contains 2617 members 
Mstep: Class 26 contains 5394 members 
Mstep: Class 27 contains 18414 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5675 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33744 members 
Mstep: Class 32 contains 3903 members 
Mstep: Class 33 contains 4361 members 
Mstep: Class 34 contains 9948 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10925 members 
Mstep: Class 37 contains 8314 members 
Mstep: Class 38 contains 12558 members 
Mstep: Class 39 contains 2366 members 
Mstep: Class 40 contains 35509 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133059 members 
Mstep: Class 43 contains 4570 members 
Mstep: Class 44 contains 1517 members 
Mstep: Class 45 contains 3281 members 
Mstep: Class 46 contains 1952 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304912.000000 Penalty: 172113.140625
Iteration 168Q: 50 clusters Score -1.023049e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5765 members 
Mstep: Class 4 contains 26699 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 229966 members 
Mstep: Class 7 contains 186810 members 
Mstep: Class 8 contains 206877 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36237 members 
Mstep: Class 11 contains 2958 members 
Mstep: Class 12 contains 14760 members 
Mstep: Class 13 contains 4933 members 
Mstep: Class 14 contains 57115 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 7612 members 
Mstep: Class 19 contains 163667 members 
Mstep: Class 20 contains 3538 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93451 members 
Mstep: Class 24 contains 11048 members 
Mstep: Class 25 contains 2616 members 
Mstep: Class 26 contains 5394 members 
Mstep: Class 27 contains 18413 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33740 members 
Mstep: Class 32 contains 3905 members 
Mstep: Class 33 contains 4361 members 
Mstep: Class 34 contains 9944 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10924 members 
Mstep: Class 37 contains 8318 members 
Mstep: Class 38 contains 12532 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35512 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133047 members 
Mstep: Class 43 contains 4571 members 
Mstep: Class 44 contains 1517 members 
Mstep: Class 45 contains 3281 members 
Mstep: Class 46 contains 1952 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304984.000000 Penalty: 172113.140625
Iteration 169Q: 50 clusters Score -1.02305e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5767 members 
Mstep: Class 4 contains 26701 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 229981 members 
Mstep: Class 7 contains 186811 members 
Mstep: Class 8 contains 206878 members 
Mstep: Class 9 contains 4318 members 
Mstep: Class 10 contains 36240 members 
Mstep: Class 11 contains 2958 members 
Mstep: Class 12 contains 14787 members 
Mstep: Class 13 contains 4932 members 
Mstep: Class 14 contains 57117 members 
Mstep: Class 15 contains 4226 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 7612 members 
Mstep: Class 19 contains 163665 members 
Mstep: Class 20 contains 3540 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93446 members 
Mstep: Class 24 contains 11045 members 
Mstep: Class 25 contains 2615 members 
Mstep: Class 26 contains 5394 members 
Mstep: Class 27 contains 18412 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5672 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33734 members 
Mstep: Class 32 contains 3904 members 
Mstep: Class 33 contains 4363 members 
Mstep: Class 34 contains 9940 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10925 members 
Mstep: Class 37 contains 8325 members 
Mstep: Class 38 contains 12500 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35511 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133041 members 
Mstep: Class 43 contains 4571 members 
Mstep: Class 44 contains 1517 members 
Mstep: Class 45 contains 3282 members 
Mstep: Class 46 contains 1952 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102305048.000000 Penalty: 172113.140625
Iteration 170Q: 50 clusters Score -1.02305e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5769 members 
Mstep: Class 4 contains 26703 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 229986 members 
Mstep: Class 7 contains 186806 members 
Mstep: Class 8 contains 206878 members 
Mstep: Class 9 contains 4318 members 
Mstep: Class 10 contains 36243 members 
Mstep: Class 11 contains 2958 members 
Mstep: Class 12 contains 14811 members 
Mstep: Class 13 contains 4929 members 
Mstep: Class 14 contains 57119 members 
Mstep: Class 15 contains 4226 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 7613 members 
Mstep: Class 19 contains 163661 members 
Mstep: Class 20 contains 3541 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93446 members 
Mstep: Class 24 contains 11044 members 
Mstep: Class 25 contains 2615 members 
Mstep: Class 26 contains 5394 members 
Mstep: Class 27 contains 18411 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5672 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33731 members 
Mstep: Class 32 contains 3905 members 
Mstep: Class 33 contains 4363 members 
Mstep: Class 34 contains 9939 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 10923 members 
Mstep: Class 37 contains 8333 members 
Mstep: Class 38 contains 12475 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35514 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133037 members 
Mstep: Class 43 contains 4570 members 
Mstep: Class 44 contains 1517 members 
Mstep: Class 45 contains 3283 members 
Mstep: Class 46 contains 1952 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102305056.000000 Penalty: 172113.140625
Iteration 171Q: 50 clusters Score -1.023051e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5771 members 
Mstep: Class 4 contains 26703 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 229996 members 
Mstep: Class 7 contains 186803 members 
Mstep: Class 8 contains 206877 members 
Mstep: Class 9 contains 4318 members 
Mstep: Class 10 contains 36254 members 
Mstep: Class 11 contains 2959 members 
Mstep: Class 12 contains 14836 members 
Mstep: Class 13 contains 4927 members 
Mstep: Class 14 contains 57117 members 
Mstep: Class 15 contains 4226 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 7615 members 
Mstep: Class 19 contains 163661 members 
Mstep: Class 20 contains 3541 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93440 members 
Mstep: Class 24 contains 11043 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 5393 members 
Mstep: Class 27 contains 18411 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5670 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33723 members 
Mstep: Class 32 contains 3907 members 
Mstep: Class 33 contains 4363 members 
Mstep: Class 34 contains 9939 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10923 members 
Mstep: Class 37 contains 8342 members 
Mstep: Class 38 contains 12445 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35514 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133028 members 
Mstep: Class 43 contains 4571 members 
Mstep: Class 44 contains 1517 members 
Mstep: Class 45 contains 3287 members 
Mstep: Class 46 contains 1952 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102305056.000000 Penalty: 172113.140625
Iteration 172Q: 50 clusters Score -1.023051e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5773 members 
Mstep: Class 4 contains 26702 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 229998 members 
Mstep: Class 7 contains 186800 members 
Mstep: Class 8 contains 206877 members 
Mstep: Class 9 contains 4318 members 
Mstep: Class 10 contains 36267 members 
Mstep: Class 11 contains 2959 members 
Mstep: Class 12 contains 14855 members 
Mstep: Class 13 contains 4927 members 
Mstep: Class 14 contains 57111 members 
Mstep: Class 15 contains 4226 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 7618 members 
Mstep: Class 19 contains 163661 members 
Mstep: Class 20 contains 3542 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93436 members 
Mstep: Class 24 contains 11046 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 5394 members 
Mstep: Class 27 contains 18410 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5670 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33716 members 
Mstep: Class 32 contains 3906 members 
Mstep: Class 33 contains 4363 members 
Mstep: Class 34 contains 9939 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10921 members 
Mstep: Class 37 contains 8350 members 
Mstep: Class 38 contains 12425 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35513 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133021 members 
Mstep: Class 43 contains 4570 members 
Mstep: Class 44 contains 1517 members 
Mstep: Class 45 contains 3289 members 
Mstep: Class 46 contains 1952 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102305000.000000 Penalty: 172113.140625
Iteration 173Q: 50 clusters Score -1.02305e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5773 members 
Mstep: Class 4 contains 26702 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230003 members 
Mstep: Class 7 contains 186801 members 
Mstep: Class 8 contains 206879 members 
Mstep: Class 9 contains 4318 members 
Mstep: Class 10 contains 36274 members 
Mstep: Class 11 contains 2961 members 
Mstep: Class 12 contains 14878 members 
Mstep: Class 13 contains 4927 members 
Mstep: Class 14 contains 57111 members 
Mstep: Class 15 contains 4225 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 7619 members 
Mstep: Class 19 contains 163662 members 
Mstep: Class 20 contains 3541 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93433 members 
Mstep: Class 24 contains 11049 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 5393 members 
Mstep: Class 27 contains 18408 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5670 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33711 members 
Mstep: Class 32 contains 3906 members 
Mstep: Class 33 contains 4363 members 
Mstep: Class 34 contains 9939 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10922 members 
Mstep: Class 37 contains 8356 members 
Mstep: Class 38 contains 12394 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35513 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133014 members 
Mstep: Class 43 contains 4570 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3289 members 
Mstep: Class 46 contains 1953 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102305008.000000 Penalty: 172113.140625
Iteration 174Q: 50 clusters Score -1.02305e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5774 members 
Mstep: Class 4 contains 26702 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230006 members 
Mstep: Class 7 contains 186800 members 
Mstep: Class 8 contains 206880 members 
Mstep: Class 9 contains 4318 members 
Mstep: Class 10 contains 36283 members 
Mstep: Class 11 contains 2962 members 
Mstep: Class 12 contains 14894 members 
Mstep: Class 13 contains 4927 members 
Mstep: Class 14 contains 57110 members 
Mstep: Class 15 contains 4225 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 7619 members 
Mstep: Class 19 contains 163662 members 
Mstep: Class 20 contains 3542 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93434 members 
Mstep: Class 24 contains 11048 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 5394 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5670 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33709 members 
Mstep: Class 32 contains 3906 members 
Mstep: Class 33 contains 4363 members 
Mstep: Class 34 contains 9937 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10921 members 
Mstep: Class 37 contains 8359 members 
Mstep: Class 38 contains 12373 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35515 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133008 members 
Mstep: Class 43 contains 4569 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3290 members 
Mstep: Class 46 contains 1953 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304968.000000 Penalty: 172113.140625
Iteration 175Q: 50 clusters Score -1.02305e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5774 members 
Mstep: Class 4 contains 26702 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230004 members 
Mstep: Class 7 contains 186799 members 
Mstep: Class 8 contains 206877 members 
Mstep: Class 9 contains 4318 members 
Mstep: Class 10 contains 36286 members 
Mstep: Class 11 contains 2962 members 
Mstep: Class 12 contains 14911 members 
Mstep: Class 13 contains 4926 members 
Mstep: Class 14 contains 57112 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7619 members 
Mstep: Class 19 contains 163662 members 
Mstep: Class 20 contains 3543 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93437 members 
Mstep: Class 24 contains 11045 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 5395 members 
Mstep: Class 27 contains 18408 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5670 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33706 members 
Mstep: Class 32 contains 3906 members 
Mstep: Class 33 contains 4364 members 
Mstep: Class 34 contains 9936 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10921 members 
Mstep: Class 37 contains 8365 members 
Mstep: Class 38 contains 12353 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35516 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133003 members 
Mstep: Class 43 contains 4570 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3292 members 
Mstep: Class 46 contains 1953 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102305000.000000 Penalty: 172113.140625
Iteration 176Q: 50 clusters Score -1.02305e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5774 members 
Mstep: Class 4 contains 26702 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 230008 members 
Mstep: Class 7 contains 186798 members 
Mstep: Class 8 contains 206876 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36291 members 
Mstep: Class 11 contains 2962 members 
Mstep: Class 12 contains 14924 members 
Mstep: Class 13 contains 4924 members 
Mstep: Class 14 contains 57112 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7619 members 
Mstep: Class 19 contains 163662 members 
Mstep: Class 20 contains 3543 members 
Mstep: Class 21 contains 4869 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93437 members 
Mstep: Class 24 contains 11046 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 5395 members 
Mstep: Class 27 contains 18410 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5670 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33700 members 
Mstep: Class 32 contains 3907 members 
Mstep: Class 33 contains 4363 members 
Mstep: Class 34 contains 9935 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10920 members 
Mstep: Class 37 contains 8370 members 
Mstep: Class 38 contains 12334 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35517 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133002 members 
Mstep: Class 43 contains 4570 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3295 members 
Mstep: Class 46 contains 1953 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304960.000000 Penalty: 172113.140625
Iteration 177Q: 50 clusters Score -1.02305e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5774 members 
Mstep: Class 4 contains 26702 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 230013 members 
Mstep: Class 7 contains 186799 members 
Mstep: Class 8 contains 206876 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36299 members 
Mstep: Class 11 contains 2962 members 
Mstep: Class 12 contains 14937 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 57110 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7619 members 
Mstep: Class 19 contains 163661 members 
Mstep: Class 20 contains 3545 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93437 members 
Mstep: Class 24 contains 11044 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 5395 members 
Mstep: Class 27 contains 18408 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5670 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33690 members 
Mstep: Class 32 contains 3907 members 
Mstep: Class 33 contains 4363 members 
Mstep: Class 34 contains 9935 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10920 members 
Mstep: Class 37 contains 8374 members 
Mstep: Class 38 contains 12320 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35518 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132999 members 
Mstep: Class 43 contains 4572 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3295 members 
Mstep: Class 46 contains 1953 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102305008.000000 Penalty: 172113.140625
Iteration 178Q: 50 clusters Score -1.02305e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5774 members 
Mstep: Class 4 contains 26702 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 230014 members 
Mstep: Class 7 contains 186798 members 
Mstep: Class 8 contains 206878 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36305 members 
Mstep: Class 11 contains 2964 members 
Mstep: Class 12 contains 14946 members 
Mstep: Class 13 contains 4921 members 
Mstep: Class 14 contains 57110 members 
Mstep: Class 15 contains 4223 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7620 members 
Mstep: Class 19 contains 163657 members 
Mstep: Class 20 contains 3546 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93438 members 
Mstep: Class 24 contains 11043 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 5395 members 
Mstep: Class 27 contains 18404 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5671 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33682 members 
Mstep: Class 32 contains 3906 members 
Mstep: Class 33 contains 4363 members 
Mstep: Class 34 contains 9935 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10920 members 
Mstep: Class 37 contains 8377 members 
Mstep: Class 38 contains 12309 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35521 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 133001 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3295 members 
Mstep: Class 46 contains 1953 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304944.000000 Penalty: 172113.140625
Iteration 179Q: 50 clusters Score -1.023049e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5774 members 
Mstep: Class 4 contains 26703 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 230013 members 
Mstep: Class 7 contains 186799 members 
Mstep: Class 8 contains 206878 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36310 members 
Mstep: Class 11 contains 2965 members 
Mstep: Class 12 contains 14955 members 
Mstep: Class 13 contains 4920 members 
Mstep: Class 14 contains 57111 members 
Mstep: Class 15 contains 4223 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7620 members 
Mstep: Class 19 contains 163655 members 
Mstep: Class 20 contains 3546 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93438 members 
Mstep: Class 24 contains 11044 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 5395 members 
Mstep: Class 27 contains 18403 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5671 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33678 members 
Mstep: Class 32 contains 3905 members 
Mstep: Class 33 contains 4363 members 
Mstep: Class 34 contains 9935 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10919 members 
Mstep: Class 37 contains 8382 members 
Mstep: Class 38 contains 12296 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35523 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132998 members 
Mstep: Class 43 contains 4575 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3295 members 
Mstep: Class 46 contains 1952 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304952.000000 Penalty: 172113.140625
Iteration 180F: 50 clusters Score -1.02305e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5774 members 
Mstep: Class 4 contains 26705 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 230013 members 
Mstep: Class 7 contains 186798 members 
Mstep: Class 8 contains 206876 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36311 members 
Mstep: Class 11 contains 2965 members 
Mstep: Class 12 contains 14964 members 
Mstep: Class 13 contains 4918 members 
Mstep: Class 14 contains 57114 members 
Mstep: Class 15 contains 4222 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7620 members 
Mstep: Class 19 contains 163658 members 
Mstep: Class 20 contains 3546 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93437 members 
Mstep: Class 24 contains 11048 members 
Mstep: Class 25 contains 2613 members 
Mstep: Class 26 contains 5395 members 
Mstep: Class 27 contains 18405 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5671 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33674 members 
Mstep: Class 32 contains 3904 members 
Mstep: Class 33 contains 4363 members 
Mstep: Class 34 contains 9935 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10918 members 
Mstep: Class 37 contains 8389 members 
Mstep: Class 38 contains 12285 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35523 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132992 members 
Mstep: Class 43 contains 4574 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3295 members 
Mstep: Class 46 contains 1952 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304968.000000 Penalty: 172113.140625
Iteration 181Q: 50 clusters Score -1.02305e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5774 members 
Mstep: Class 4 contains 26707 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 230016 members 
Mstep: Class 7 contains 186800 members 
Mstep: Class 8 contains 206875 members 
Mstep: Class 9 contains 4318 members 
Mstep: Class 10 contains 36312 members 
Mstep: Class 11 contains 2966 members 
Mstep: Class 12 contains 14965 members 
Mstep: Class 13 contains 4918 members 
Mstep: Class 14 contains 57116 members 
Mstep: Class 15 contains 4222 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7620 members 
Mstep: Class 19 contains 163656 members 
Mstep: Class 20 contains 3546 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93437 members 
Mstep: Class 24 contains 11048 members 
Mstep: Class 25 contains 2612 members 
Mstep: Class 26 contains 5396 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5671 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33668 members 
Mstep: Class 32 contains 3904 members 
Mstep: Class 33 contains 4363 members 
Mstep: Class 34 contains 9935 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10918 members 
Mstep: Class 37 contains 8395 members 
Mstep: Class 38 contains 12276 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35524 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132991 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3295 members 
Mstep: Class 46 contains 1952 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102305008.000000 Penalty: 172113.140625
Iteration 182Q: 50 clusters Score -1.02305e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5775 members 
Mstep: Class 4 contains 26707 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 230018 members 
Mstep: Class 7 contains 186799 members 
Mstep: Class 8 contains 206874 members 
Mstep: Class 9 contains 4318 members 
Mstep: Class 10 contains 36317 members 
Mstep: Class 11 contains 2966 members 
Mstep: Class 12 contains 14971 members 
Mstep: Class 13 contains 4917 members 
Mstep: Class 14 contains 57115 members 
Mstep: Class 15 contains 4223 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7621 members 
Mstep: Class 19 contains 163657 members 
Mstep: Class 20 contains 3546 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93436 members 
Mstep: Class 24 contains 11049 members 
Mstep: Class 25 contains 2612 members 
Mstep: Class 26 contains 5396 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5671 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33662 members 
Mstep: Class 32 contains 3904 members 
Mstep: Class 33 contains 4363 members 
Mstep: Class 34 contains 9935 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10918 members 
Mstep: Class 37 contains 8399 members 
Mstep: Class 38 contains 12269 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35524 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132989 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3295 members 
Mstep: Class 46 contains 1952 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102305032.000000 Penalty: 172113.140625
Iteration 183Q: 50 clusters Score -1.02305e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5776 members 
Mstep: Class 4 contains 26707 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230019 members 
Mstep: Class 7 contains 186798 members 
Mstep: Class 8 contains 206874 members 
Mstep: Class 9 contains 4318 members 
Mstep: Class 10 contains 36323 members 
Mstep: Class 11 contains 2966 members 
Mstep: Class 12 contains 14973 members 
Mstep: Class 13 contains 4916 members 
Mstep: Class 14 contains 57113 members 
Mstep: Class 15 contains 4223 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11789 members 
Mstep: Class 18 contains 7624 members 
Mstep: Class 19 contains 163654 members 
Mstep: Class 20 contains 3546 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93435 members 
Mstep: Class 24 contains 11054 members 
Mstep: Class 25 contains 2612 members 
Mstep: Class 26 contains 5396 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5671 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33658 members 
Mstep: Class 32 contains 3904 members 
Mstep: Class 33 contains 4363 members 
Mstep: Class 34 contains 9935 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10918 members 
Mstep: Class 37 contains 8403 members 
Mstep: Class 38 contains 12261 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35525 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132985 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3295 members 
Mstep: Class 46 contains 1952 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304984.000000 Penalty: 172113.140625
Iteration 184Q: 50 clusters Score -1.02305e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5776 members 
Mstep: Class 4 contains 26707 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230022 members 
Mstep: Class 7 contains 186797 members 
Mstep: Class 8 contains 206874 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36330 members 
Mstep: Class 11 contains 2966 members 
Mstep: Class 12 contains 14975 members 
Mstep: Class 13 contains 4916 members 
Mstep: Class 14 contains 57115 members 
Mstep: Class 15 contains 4223 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11789 members 
Mstep: Class 18 contains 7625 members 
Mstep: Class 19 contains 163653 members 
Mstep: Class 20 contains 3546 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93433 members 
Mstep: Class 24 contains 11055 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 5396 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5671 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33655 members 
Mstep: Class 32 contains 3904 members 
Mstep: Class 33 contains 4363 members 
Mstep: Class 34 contains 9935 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10917 members 
Mstep: Class 37 contains 8411 members 
Mstep: Class 38 contains 12256 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35525 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132977 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3295 members 
Mstep: Class 46 contains 1952 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304896.000000 Penalty: 172113.140625
Iteration 185Q: 50 clusters Score -1.023049e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5776 members 
Mstep: Class 4 contains 26707 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230025 members 
Mstep: Class 7 contains 186797 members 
Mstep: Class 8 contains 206874 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36333 members 
Mstep: Class 11 contains 2966 members 
Mstep: Class 12 contains 14980 members 
Mstep: Class 13 contains 4916 members 
Mstep: Class 14 contains 57118 members 
Mstep: Class 15 contains 4223 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11789 members 
Mstep: Class 18 contains 7625 members 
Mstep: Class 19 contains 163653 members 
Mstep: Class 20 contains 3546 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93431 members 
Mstep: Class 24 contains 11052 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 5395 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5671 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33653 members 
Mstep: Class 32 contains 3904 members 
Mstep: Class 33 contains 4363 members 
Mstep: Class 34 contains 9935 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10917 members 
Mstep: Class 37 contains 8413 members 
Mstep: Class 38 contains 12254 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35526 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132972 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3295 members 
Mstep: Class 46 contains 1952 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304888.000000 Penalty: 172113.140625
Iteration 186Q: 50 clusters Score -1.023049e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5776 members 
Mstep: Class 4 contains 26707 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230026 members 
Mstep: Class 7 contains 186795 members 
Mstep: Class 8 contains 206874 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36335 members 
Mstep: Class 11 contains 2966 members 
Mstep: Class 12 contains 14984 members 
Mstep: Class 13 contains 4916 members 
Mstep: Class 14 contains 57121 members 
Mstep: Class 15 contains 4223 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11789 members 
Mstep: Class 18 contains 7625 members 
Mstep: Class 19 contains 163655 members 
Mstep: Class 20 contains 3546 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93430 members 
Mstep: Class 24 contains 11050 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 5395 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5672 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33650 members 
Mstep: Class 32 contains 3904 members 
Mstep: Class 33 contains 4363 members 
Mstep: Class 34 contains 9935 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10917 members 
Mstep: Class 37 contains 8416 members 
Mstep: Class 38 contains 12251 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35525 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132968 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3295 members 
Mstep: Class 46 contains 1952 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304896.000000 Penalty: 172113.140625
Iteration 187Q: 50 clusters Score -1.023049e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5777 members 
Mstep: Class 4 contains 26707 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230028 members 
Mstep: Class 7 contains 186795 members 
Mstep: Class 8 contains 206874 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36341 members 
Mstep: Class 11 contains 2967 members 
Mstep: Class 12 contains 14986 members 
Mstep: Class 13 contains 4916 members 
Mstep: Class 14 contains 57123 members 
Mstep: Class 15 contains 4223 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11789 members 
Mstep: Class 18 contains 7625 members 
Mstep: Class 19 contains 163656 members 
Mstep: Class 20 contains 3546 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93427 members 
Mstep: Class 24 contains 11050 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 5395 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5672 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33642 members 
Mstep: Class 32 contains 3904 members 
Mstep: Class 33 contains 4363 members 
Mstep: Class 34 contains 9935 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10917 members 
Mstep: Class 37 contains 8419 members 
Mstep: Class 38 contains 12247 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35526 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132965 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3295 members 
Mstep: Class 46 contains 1952 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304808.000000 Penalty: 172113.140625
Iteration 188Q: 50 clusters Score -1.023048e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 26707 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230028 members 
Mstep: Class 7 contains 186796 members 
Mstep: Class 8 contains 206874 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36346 members 
Mstep: Class 11 contains 2967 members 
Mstep: Class 12 contains 14989 members 
Mstep: Class 13 contains 4915 members 
Mstep: Class 14 contains 57123 members 
Mstep: Class 15 contains 4223 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11789 members 
Mstep: Class 18 contains 7625 members 
Mstep: Class 19 contains 163656 members 
Mstep: Class 20 contains 3546 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93422 members 
Mstep: Class 24 contains 11049 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 5395 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5672 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33638 members 
Mstep: Class 32 contains 3904 members 
Mstep: Class 33 contains 4363 members 
Mstep: Class 34 contains 9935 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10917 members 
Mstep: Class 37 contains 8423 members 
Mstep: Class 38 contains 12246 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35525 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132965 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3295 members 
Mstep: Class 46 contains 1952 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304792.000000 Penalty: 172113.140625
Iteration 189Q: 50 clusters Score -1.023048e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 26707 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230028 members 
Mstep: Class 7 contains 186797 members 
Mstep: Class 8 contains 206874 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36353 members 
Mstep: Class 11 contains 2967 members 
Mstep: Class 12 contains 14992 members 
Mstep: Class 13 contains 4914 members 
Mstep: Class 14 contains 57123 members 
Mstep: Class 15 contains 4223 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11789 members 
Mstep: Class 18 contains 7625 members 
Mstep: Class 19 contains 163658 members 
Mstep: Class 20 contains 3546 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93421 members 
Mstep: Class 24 contains 11049 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 5395 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33629 members 
Mstep: Class 32 contains 3904 members 
Mstep: Class 33 contains 4363 members 
Mstep: Class 34 contains 9935 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10918 members 
Mstep: Class 37 contains 8423 members 
Mstep: Class 38 contains 12243 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35525 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132965 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3295 members 
Mstep: Class 46 contains 1952 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304824.000000 Penalty: 172113.140625
Iteration 190Q: 50 clusters Score -1.023048e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 26707 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230029 members 
Mstep: Class 7 contains 186796 members 
Mstep: Class 8 contains 206874 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36364 members 
Mstep: Class 11 contains 2967 members 
Mstep: Class 12 contains 14995 members 
Mstep: Class 13 contains 4915 members 
Mstep: Class 14 contains 57124 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7625 members 
Mstep: Class 19 contains 163658 members 
Mstep: Class 20 contains 3546 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93421 members 
Mstep: Class 24 contains 11049 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 5397 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33617 members 
Mstep: Class 32 contains 3904 members 
Mstep: Class 33 contains 4364 members 
Mstep: Class 34 contains 9935 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10919 members 
Mstep: Class 37 contains 8423 members 
Mstep: Class 38 contains 12238 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35526 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132964 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3295 members 
Mstep: Class 46 contains 1951 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304848.000000 Penalty: 172113.140625
Iteration 191Q: 50 clusters Score -1.023048e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 26707 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230033 members 
Mstep: Class 7 contains 186796 members 
Mstep: Class 8 contains 206873 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36376 members 
Mstep: Class 11 contains 2967 members 
Mstep: Class 12 contains 14999 members 
Mstep: Class 13 contains 4915 members 
Mstep: Class 14 contains 57125 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7626 members 
Mstep: Class 19 contains 163657 members 
Mstep: Class 20 contains 3546 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93422 members 
Mstep: Class 24 contains 11050 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 5399 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33604 members 
Mstep: Class 32 contains 3904 members 
Mstep: Class 33 contains 4364 members 
Mstep: Class 34 contains 9935 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10919 members 
Mstep: Class 37 contains 8423 members 
Mstep: Class 38 contains 12233 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35524 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132962 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3295 members 
Mstep: Class 46 contains 1951 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304800.000000 Penalty: 172113.140625
Iteration 192Q: 50 clusters Score -1.023048e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 26708 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230037 members 
Mstep: Class 7 contains 186795 members 
Mstep: Class 8 contains 206873 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36385 members 
Mstep: Class 11 contains 2967 members 
Mstep: Class 12 contains 15004 members 
Mstep: Class 13 contains 4915 members 
Mstep: Class 14 contains 57125 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7628 members 
Mstep: Class 19 contains 163656 members 
Mstep: Class 20 contains 3546 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93420 members 
Mstep: Class 24 contains 11050 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 5400 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33592 members 
Mstep: Class 32 contains 3904 members 
Mstep: Class 33 contains 4364 members 
Mstep: Class 34 contains 9934 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10920 members 
Mstep: Class 37 contains 8425 members 
Mstep: Class 38 contains 12227 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35526 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132958 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3295 members 
Mstep: Class 46 contains 1951 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304832.000000 Penalty: 172113.140625
Iteration 193Q: 50 clusters Score -1.023048e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 26708 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230040 members 
Mstep: Class 7 contains 186794 members 
Mstep: Class 8 contains 206873 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36390 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 12 contains 15007 members 
Mstep: Class 13 contains 4915 members 
Mstep: Class 14 contains 57126 members 
Mstep: Class 15 contains 4223 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7632 members 
Mstep: Class 19 contains 163656 members 
Mstep: Class 20 contains 3546 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93419 members 
Mstep: Class 24 contains 11052 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 5400 members 
Mstep: Class 27 contains 18405 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33583 members 
Mstep: Class 32 contains 3905 members 
Mstep: Class 33 contains 4364 members 
Mstep: Class 34 contains 9933 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10923 members 
Mstep: Class 37 contains 8428 members 
Mstep: Class 38 contains 12220 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35525 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132954 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3295 members 
Mstep: Class 46 contains 1951 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304712.000000 Penalty: 172113.140625
Iteration 194Q: 50 clusters Score -1.023047e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 26708 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230042 members 
Mstep: Class 7 contains 186794 members 
Mstep: Class 8 contains 206872 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36400 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 12 contains 15011 members 
Mstep: Class 13 contains 4915 members 
Mstep: Class 14 contains 57127 members 
Mstep: Class 15 contains 4225 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7633 members 
Mstep: Class 19 contains 163657 members 
Mstep: Class 20 contains 3546 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93413 members 
Mstep: Class 24 contains 11054 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 5400 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33570 members 
Mstep: Class 32 contains 3904 members 
Mstep: Class 33 contains 4364 members 
Mstep: Class 34 contains 9932 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10921 members 
Mstep: Class 37 contains 8429 members 
Mstep: Class 38 contains 12221 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35525 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132951 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3297 members 
Mstep: Class 46 contains 1950 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304768.000000 Penalty: 172113.140625
Iteration 195Q: 50 clusters Score -1.023048e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 26708 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230045 members 
Mstep: Class 7 contains 186794 members 
Mstep: Class 8 contains 206871 members 
Mstep: Class 9 contains 4318 members 
Mstep: Class 10 contains 36403 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 12 contains 15013 members 
Mstep: Class 13 contains 4915 members 
Mstep: Class 14 contains 57128 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7633 members 
Mstep: Class 19 contains 163658 members 
Mstep: Class 20 contains 3546 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93409 members 
Mstep: Class 24 contains 11056 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 5400 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33569 members 
Mstep: Class 32 contains 3904 members 
Mstep: Class 33 contains 4364 members 
Mstep: Class 34 contains 9931 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10921 members 
Mstep: Class 37 contains 8429 members 
Mstep: Class 38 contains 12220 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35526 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132948 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3297 members 
Mstep: Class 46 contains 1948 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304776.000000 Penalty: 172113.140625
Iteration 196Q: 50 clusters Score -1.023048e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 26708 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230047 members 
Mstep: Class 7 contains 186794 members 
Mstep: Class 8 contains 206871 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36406 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 12 contains 15016 members 
Mstep: Class 13 contains 4914 members 
Mstep: Class 14 contains 57130 members 
Mstep: Class 15 contains 4223 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7633 members 
Mstep: Class 19 contains 163658 members 
Mstep: Class 20 contains 3546 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93408 members 
Mstep: Class 24 contains 11059 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 5400 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33560 members 
Mstep: Class 32 contains 3903 members 
Mstep: Class 33 contains 4364 members 
Mstep: Class 34 contains 9931 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10922 members 
Mstep: Class 37 contains 8429 members 
Mstep: Class 38 contains 12219 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35528 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132947 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3298 members 
Mstep: Class 46 contains 1947 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304760.000000 Penalty: 172113.140625
Iteration 197Q: 50 clusters Score -1.023048e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 26708 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230045 members 
Mstep: Class 7 contains 186794 members 
Mstep: Class 8 contains 206872 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36416 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 12 contains 15016 members 
Mstep: Class 13 contains 4914 members 
Mstep: Class 14 contains 57129 members 
Mstep: Class 15 contains 4222 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7633 members 
Mstep: Class 19 contains 163659 members 
Mstep: Class 20 contains 3546 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93409 members 
Mstep: Class 24 contains 11059 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 5400 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33549 members 
Mstep: Class 32 contains 3903 members 
Mstep: Class 33 contains 4364 members 
Mstep: Class 34 contains 9931 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10924 members 
Mstep: Class 37 contains 8431 members 
Mstep: Class 38 contains 12219 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35527 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132946 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3298 members 
Mstep: Class 46 contains 1947 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304792.000000 Penalty: 172113.140625
Iteration 198Q: 50 clusters Score -1.023048e+08 nChanged 21
Entering ConstructFrom: 
Score: -102304792.000000 Penalty: 172113.140625
Entering ConstructFrom: 
Trying to split cluster 1 (19750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Entering Unmasked Estep 
Score: -1463532.375000 Penalty: 2452.945557
	Iteration 0F: 2 clusters Score -1463532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1449723.625000 Penalty: 4905.891113
	Iteration 0F: 3 clusters Score -1449724 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1454561.750000 Penalty: 4905.891113
	Iteration 1F: 3 clusters Score -1454562 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1455404.500000 Penalty: 4905.891113
	Iteration 2F: 3 clusters Score -1455404 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1456478.125000 Penalty: 4905.891113
	Iteration 3F: 3 clusters Score -1456478 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1457682.875000 Penalty: 4905.891113
	Iteration 4F: 3 clusters Score -1457683 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1458895.000000 Penalty: 4905.891113
	Iteration 5F: 3 clusters Score -1458895 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1459935.750000 Penalty: 4905.891113
	Iteration 6F: 3 clusters Score -1459936 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -1460724.625000 Penalty: 4905.891113
	Iteration 7F: 3 clusters Score -1460725 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -1461312.750000 Penalty: 4905.891113
	Iteration 8Q: 3 clusters Score -1461313 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -1461872.375000 Penalty: 4905.891113
	Iteration 9Q: 3 clusters Score -1461872 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -1462421.750000 Penalty: 4905.891113
	Iteration 10Q: 3 clusters Score -1462422 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -1462861.125000 Penalty: 4905.891113
	Iteration 11Q: 3 clusters Score -1462861 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -1463093.125000 Penalty: 4905.891113
	Iteration 12Q: 3 clusters Score -1463093 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -1463195.375000 Penalty: 4905.891113
	Iteration 13Q: 3 clusters Score -1463195 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -1463248.250000 Penalty: 4905.891113
	Iteration 14Q: 3 clusters Score -1463248 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -1463282.625000 Penalty: 4905.891113
	Iteration 15Q: 3 clusters Score -1463283 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1463301.125000 Penalty: 4905.891113
	Iteration 16Q: 3 clusters Score -1463301 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -1463311.375000 Penalty: 4905.891113
	Iteration 17Q: 3 clusters Score -1463311 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -1463318.250000 Penalty: 4905.891113
	Iteration 18Q: 3 clusters Score -1463318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -1463326.375000 Penalty: 4905.891113
	Iteration 19Q: 3 clusters Score -1463326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -1463328.625000 Penalty: 4905.891113
	Iteration 20F: 3 clusters Score -1463329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -1463336.125000 Penalty: 4905.891113
	Iteration 21Q: 3 clusters Score -1463336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -1463337.125000 Penalty: 4905.891113
	Iteration 22Q: 3 clusters Score -1463337 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -1463343.625000 Penalty: 4905.891113
	Iteration 23Q: 3 clusters Score -1463344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -1463350.125000 Penalty: 4905.891113
	Iteration 24Q: 3 clusters Score -1463350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -1463351.875000 Penalty: 4905.891113
	Iteration 25Q: 3 clusters Score -1463352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -1463353.250000 Penalty: 4905.891113
	Iteration 26Q: 3 clusters Score -1463353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -1463354.000000 Penalty: 4905.891113
	Iteration 27Q: 3 clusters Score -1463354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -1463357.625000 Penalty: 4905.891113
	Iteration 28Q: 3 clusters Score -1463358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -1463357.500000 Penalty: 4905.891113
	Iteration 29Q: 3 clusters Score -1463358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -1463360.250000 Penalty: 4905.891113
	Iteration 30Q: 3 clusters Score -1463360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -1463360.500000 Penalty: 4905.891113
	Iteration 31Q: 3 clusters Score -1463360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -1463364.125000 Penalty: 4905.891113
	Iteration 32Q: 3 clusters Score -1463364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -1463369.750000 Penalty: 4905.891113
	Iteration 33Q: 3 clusters Score -1463370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1463364.375000 Penalty: 4905.891113
	Iteration 34Q: 3 clusters Score -1463364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1463366.000000 Penalty: 4905.891113
	Iteration 35Q: 3 clusters Score -1463366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -1463367.625000 Penalty: 4905.891113
	Iteration 36Q: 3 clusters Score -1463368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -1463367.625000 Penalty: 4905.891113
	Iteration 37F: 3 clusters Score -1463368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Entering Unmasked Estep 
Score: -145985.328125 Penalty: 1885.766724
	Iteration 0F: 2 clusters Score -145985.3 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 1015 members 
Entering Unmasked Estep 
Score: -143364.328125 Penalty: 3771.533447
	Iteration 0F: 3 clusters Score -143364.3 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -143766.000000 Penalty: 3771.533447
	Iteration 1F: 3 clusters Score -143766 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -143883.296875 Penalty: 3771.533447
	Iteration 2F: 3 clusters Score -143883.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -143937.093750 Penalty: 3771.533447
	Iteration 3Q: 3 clusters Score -143937.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -143971.843750 Penalty: 3771.533447
	Iteration 4Q: 3 clusters Score -143971.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -143994.140625 Penalty: 3771.533447
	Iteration 5Q: 3 clusters Score -143994.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -144011.406250 Penalty: 3771.533447
	Iteration 6Q: 3 clusters Score -144011.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -144031.031250 Penalty: 3771.533447
	Iteration 7Q: 3 clusters Score -144031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -144040.812500 Penalty: 3771.533447
	Iteration 8Q: 3 clusters Score -144040.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -144049.171875 Penalty: 3771.533447
	Iteration 9Q: 3 clusters Score -144049.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -144054.156250 Penalty: 3771.533447
	Iteration 10Q: 3 clusters Score -144054.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -144065.468750 Penalty: 3771.533447
	Iteration 11Q: 3 clusters Score -144065.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -144070.296875 Penalty: 3771.533447
	Iteration 12Q: 3 clusters Score -144070.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -144073.484375 Penalty: 3771.533447
	Iteration 13Q: 3 clusters Score -144073.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -144075.093750 Penalty: 3771.533447
	Iteration 14Q: 3 clusters Score -144075.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -144075.796875 Penalty: 3771.533447
	Iteration 15Q: 3 clusters Score -144075.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -144075.796875 Penalty: 3771.533447
	Iteration 16F: 3 clusters Score -144075.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Entering Unmasked Estep 
Score: -442810.312500 Penalty: 2148.129639
	Iteration 0F: 2 clusters Score -442810.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -437829.750000 Penalty: 4296.259277
	Iteration 0F: 3 clusters Score -437829.8 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -439094.843750 Penalty: 4296.259277
	Iteration 1F: 3 clusters Score -439094.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -439291.406250 Penalty: 4296.259277
	Iteration 2F: 3 clusters Score -439291.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -439418.281250 Penalty: 4296.259277
	Iteration 3Q: 3 clusters Score -439418.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -439496.406250 Penalty: 4296.259277
	Iteration 4Q: 3 clusters Score -439496.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -439561.437500 Penalty: 4296.259277
	Iteration 5Q: 3 clusters Score -439561.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -439614.500000 Penalty: 4296.259277
	Iteration 6Q: 3 clusters Score -439614.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -439657.468750 Penalty: 4296.259277
	Iteration 7Q: 3 clusters Score -439657.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -439691.125000 Penalty: 4296.259277
	Iteration 8Q: 3 clusters Score -439691.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -439720.343750 Penalty: 4296.259277
	Iteration 9Q: 3 clusters Score -439720.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -439749.968750 Penalty: 4296.259277
	Iteration 10Q: 3 clusters Score -439750 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -439783.937500 Penalty: 4296.259277
	Iteration 11Q: 3 clusters Score -439783.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -439823.750000 Penalty: 4296.259277
	Iteration 12Q: 3 clusters Score -439823.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -439863.250000 Penalty: 4296.259277
	Iteration 13Q: 3 clusters Score -439863.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -439917.375000 Penalty: 4296.259277
	Iteration 14Q: 3 clusters Score -439917.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -439978.406250 Penalty: 4296.259277
	Iteration 15Q: 3 clusters Score -439978.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -440034.687500 Penalty: 4296.259277
	Iteration 16Q: 3 clusters Score -440034.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -440093.906250 Penalty: 4296.259277
	Iteration 17Q: 3 clusters Score -440093.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -440151.281250 Penalty: 4296.259277
	Iteration 18Q: 3 clusters Score -440151.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -440204.562500 Penalty: 4296.259277
	Iteration 19Q: 3 clusters Score -440204.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -440263.625000 Penalty: 4296.259277
	Iteration 20F: 3 clusters Score -440263.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -440335.343750 Penalty: 4296.259277
	Iteration 21Q: 3 clusters Score -440335.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -440413.750000 Penalty: 4296.259277
	Iteration 22Q: 3 clusters Score -440413.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -440482.093750 Penalty: 4296.259277
	Iteration 23Q: 3 clusters Score -440482.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -440543.312500 Penalty: 4296.259277
	Iteration 24Q: 3 clusters Score -440543.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -440590.937500 Penalty: 4296.259277
	Iteration 25Q: 3 clusters Score -440590.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -440639.031250 Penalty: 4296.259277
	Iteration 26Q: 3 clusters Score -440639 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -440680.468750 Penalty: 4296.259277
	Iteration 27Q: 3 clusters Score -440680.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -440726.531250 Penalty: 4296.259277
	Iteration 28Q: 3 clusters Score -440726.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -440766.750000 Penalty: 4296.259277
	Iteration 29Q: 3 clusters Score -440766.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -440795.812500 Penalty: 4296.259277
	Iteration 30Q: 3 clusters Score -440795.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -440812.687500 Penalty: 4296.259277
	Iteration 31Q: 3 clusters Score -440812.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -440835.281250 Penalty: 4296.259277
	Iteration 32Q: 3 clusters Score -440835.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -440855.437500 Penalty: 4296.259277
	Iteration 33Q: 3 clusters Score -440855.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -440873.281250 Penalty: 4296.259277
	Iteration 34Q: 3 clusters Score -440873.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -440892.218750 Penalty: 4296.259277
	Iteration 35Q: 3 clusters Score -440892.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -440907.906250 Penalty: 4296.259277
	Iteration 36Q: 3 clusters Score -440907.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -440919.968750 Penalty: 4296.259277
	Iteration 37Q: 3 clusters Score -440920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -440925.531250 Penalty: 4296.259277
	Iteration 38Q: 3 clusters Score -440925.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -440930.375000 Penalty: 4296.259277
	Iteration 39Q: 3 clusters Score -440930.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -440931.500000 Penalty: 4296.259277
	Iteration 40F: 3 clusters Score -440931.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -440934.687500 Penalty: 4296.259277
	Iteration 41Q: 3 clusters Score -440934.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -440938.718750 Penalty: 4296.259277
	Iteration 42Q: 3 clusters Score -440938.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -440942.500000 Penalty: 4296.259277
	Iteration 43Q: 3 clusters Score -440942.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -440945.031250 Penalty: 4296.259277
	Iteration 44Q: 3 clusters Score -440945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -440944.718750 Penalty: 4296.259277
	Iteration 45Q: 3 clusters Score -440944.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -440945.843750 Penalty: 4296.259277
	Iteration 46Q: 3 clusters Score -440945.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -440948.437500 Penalty: 4296.259277
	Iteration 47Q: 3 clusters Score -440948.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -440950.125000 Penalty: 4296.259277
	Iteration 48Q: 3 clusters Score -440950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -440949.625000 Penalty: 4296.259277
	Iteration 49Q: 3 clusters Score -440949.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -440950.812500 Penalty: 4296.259277
	Iteration 50Q: 3 clusters Score -440950.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -440954.312500 Penalty: 4296.259277
	Iteration 51Q: 3 clusters Score -440954.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -440957.312500 Penalty: 4296.259277
	Iteration 52Q: 3 clusters Score -440957.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -440961.343750 Penalty: 4296.259277
	Iteration 53Q: 3 clusters Score -440961.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -440962.218750 Penalty: 4296.259277
	Iteration 54Q: 3 clusters Score -440962.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -440963.625000 Penalty: 4296.259277
	Iteration 55Q: 3 clusters Score -440963.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -440963.625000 Penalty: 4296.259277
	Iteration 56F: 3 clusters Score -440963.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Entering Unmasked Estep 
Score: -1997396.625000 Penalty: 2527.794189
	Iteration 0F: 2 clusters Score -1997397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1979039.500000 Penalty: 5055.588379
	Iteration 0F: 3 clusters Score -1979040 nChanged 11939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1985515.000000 Penalty: 5055.588379
	Iteration 1F: 3 clusters Score -1985515 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1986119.250000 Penalty: 5055.588379
	Iteration 2F: 3 clusters Score -1986119 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -1986802.625000 Penalty: 5055.588379
	Iteration 3F: 3 clusters Score -1986803 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -1987636.375000 Penalty: 5055.588379
	Iteration 4F: 3 clusters Score -1987636 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -1988719.875000 Penalty: 5055.588379
	Iteration 5F: 3 clusters Score -1988720 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -1989861.125000 Penalty: 5055.588379
	Iteration 6F: 3 clusters Score -1989861 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -1990996.625000 Penalty: 5055.588379
	Iteration 7F: 3 clusters Score -1990997 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -1992032.625000 Penalty: 5055.588379
	Iteration 8Q: 3 clusters Score -1992033 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -1992891.500000 Penalty: 5055.588379
	Iteration 9Q: 3 clusters Score -1992892 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -1993567.875000 Penalty: 5055.588379
	Iteration 10Q: 3 clusters Score -1993568 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -1994078.500000 Penalty: 5055.588379
	Iteration 11Q: 3 clusters Score -1994078 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -1994431.625000 Penalty: 5055.588379
	Iteration 12Q: 3 clusters Score -1994432 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -1994682.250000 Penalty: 5055.588379
	Iteration 13Q: 3 clusters Score -1994682 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -1994853.250000 Penalty: 5055.588379
	Iteration 14Q: 3 clusters Score -1994853 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -1994969.500000 Penalty: 5055.588379
	Iteration 15Q: 3 clusters Score -1994970 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -1995052.250000 Penalty: 5055.588379
	Iteration 16Q: 3 clusters Score -1995052 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -1995119.125000 Penalty: 5055.588379
	Iteration 17Q: 3 clusters Score -1995119 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -1995157.375000 Penalty: 5055.588379
	Iteration 18Q: 3 clusters Score -1995157 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -1995184.125000 Penalty: 5055.588379
	Iteration 19Q: 3 clusters Score -1995184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -1995209.125000 Penalty: 5055.588379
	Iteration 20F: 3 clusters Score -1995209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -1995234.125000 Penalty: 5055.588379
	Iteration 21Q: 3 clusters Score -1995234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -1995252.000000 Penalty: 5055.588379
	Iteration 22Q: 3 clusters Score -1995252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -1995261.750000 Penalty: 5055.588379
	Iteration 23Q: 3 clusters Score -1995262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -1995268.125000 Penalty: 5055.588379
	Iteration 24Q: 3 clusters Score -1995268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -1995280.750000 Penalty: 5055.588379
	Iteration 25Q: 3 clusters Score -1995281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -1995288.125000 Penalty: 5055.588379
	Iteration 26Q: 3 clusters Score -1995288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -1995289.750000 Penalty: 5055.588379
	Iteration 27Q: 3 clusters Score -1995290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -1995293.375000 Penalty: 5055.588379
	Iteration 28Q: 3 clusters Score -1995293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -1995294.875000 Penalty: 5055.588379
	Iteration 29Q: 3 clusters Score -1995295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -1995299.250000 Penalty: 5055.588379
	Iteration 30Q: 3 clusters Score -1995299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -1995298.750000 Penalty: 5055.588379
	Iteration 31Q: 3 clusters Score -1995299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -1995299.875000 Penalty: 5055.588379
	Iteration 32Q: 3 clusters Score -1995300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -1995301.250000 Penalty: 5055.588379
	Iteration 33Q: 3 clusters Score -1995301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -1995301.625000 Penalty: 5055.588379
	Iteration 34Q: 3 clusters Score -1995302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -1995303.000000 Penalty: 5055.588379
	Iteration 35Q: 3 clusters Score -1995303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -1995302.125000 Penalty: 5055.588379
	Iteration 36Q: 3 clusters Score -1995302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -1995304.875000 Penalty: 5055.588379
	Iteration 37Q: 3 clusters Score -1995305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -1995307.125000 Penalty: 5055.588379
	Iteration 38Q: 3 clusters Score -1995307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -1995308.000000 Penalty: 5055.588379
	Iteration 39Q: 3 clusters Score -1995308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -1995313.250000 Penalty: 5055.588379
	Iteration 40F: 3 clusters Score -1995313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -1995315.750000 Penalty: 5055.588379
	Iteration 41Q: 3 clusters Score -1995316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -1995316.375000 Penalty: 5055.588379
	Iteration 42Q: 3 clusters Score -1995316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -1995318.000000 Penalty: 5055.588379
	Iteration 43Q: 3 clusters Score -1995318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -1995318.625000 Penalty: 5055.588379
	Iteration 44Q: 3 clusters Score -1995319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -1995321.625000 Penalty: 5055.588379
	Iteration 45Q: 3 clusters Score -1995322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -1995324.375000 Penalty: 5055.588379
	Iteration 46Q: 3 clusters Score -1995324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -1995325.250000 Penalty: 5055.588379
	Iteration 47Q: 3 clusters Score -1995325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -1995329.750000 Penalty: 5055.588379
	Iteration 48Q: 3 clusters Score -1995330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -1995329.750000 Penalty: 5055.588379
	Iteration 49F: 3 clusters Score -1995330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Entering Unmasked Estep 
Score: -109440.437500 Penalty: 1825.778564
	Iteration 0F: 2 clusters Score -109440.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -107080.726562 Penalty: 3651.557129
	Iteration 0F: 3 clusters Score -107080.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -107540.632812 Penalty: 3651.557129
	Iteration 1F: 3 clusters Score -107540.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -107668.921875 Penalty: 3651.557129
	Iteration 2F: 3 clusters Score -107668.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -107725.664062 Penalty: 3651.557129
	Iteration 3Q: 3 clusters Score -107725.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -107760.335938 Penalty: 3651.557129
	Iteration 4Q: 3 clusters Score -107760.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -107794.773438 Penalty: 3651.557129
	Iteration 5Q: 3 clusters Score -107794.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -107830.367188 Penalty: 3651.557129
	Iteration 6Q: 3 clusters Score -107830.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -107862.960938 Penalty: 3651.557129
	Iteration 7Q: 3 clusters Score -107863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -107884.250000 Penalty: 3651.557129
	Iteration 8Q: 3 clusters Score -107884.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -107908.414062 Penalty: 3651.557129
	Iteration 9Q: 3 clusters Score -107908.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -107958.890625 Penalty: 3651.557129
	Iteration 10Q: 3 clusters Score -107958.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -108015.593750 Penalty: 3651.557129
	Iteration 11Q: 3 clusters Score -108015.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -108045.203125 Penalty: 3651.557129
	Iteration 12Q: 3 clusters Score -108045.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -108086.539062 Penalty: 3651.557129
	Iteration 13Q: 3 clusters Score -108086.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -108150.445312 Penalty: 3651.557129
	Iteration 14Q: 3 clusters Score -108150.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -108228.523438 Penalty: 3651.557129
	Iteration 15Q: 3 clusters Score -108228.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -108324.140625 Penalty: 3651.557129
	Iteration 16Q: 3 clusters Score -108324.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -108398.210938 Penalty: 3651.557129
	Iteration 17Q: 3 clusters Score -108398.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -108437.429688 Penalty: 3651.557129
	Iteration 18Q: 3 clusters Score -108437.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -108455.375000 Penalty: 3651.557129
	Iteration 19Q: 3 clusters Score -108455.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -108463.726562 Penalty: 3651.557129
	Iteration 20F: 3 clusters Score -108463.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -108467.757812 Penalty: 3651.557129
	Iteration 21Q: 3 clusters Score -108467.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -108469.085938 Penalty: 3651.557129
	Iteration 22Q: 3 clusters Score -108469.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -108474.296875 Penalty: 3651.557129
	Iteration 23Q: 3 clusters Score -108474.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -108475.359375 Penalty: 3651.557129
	Iteration 24Q: 3 clusters Score -108475.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -108475.359375 Penalty: 3651.557129
	Iteration 25F: 3 clusters Score -108475.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (230044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230044 members 
Entering Unmasked Estep 
Score: -17662796.000000 Penalty: 3061.814209
	Iteration 0F: 2 clusters Score -1.76628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114685 members 
Mstep: Class 2 contains 115359 members 
Entering Unmasked Estep 
Score: -17508044.000000 Penalty: 6123.628418
	Iteration 0F: 3 clusters Score -1.750804e+07 nChanged 111091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105586 members 
Mstep: Class 2 contains 124458 members 
Entering Unmasked Estep 
Score: -17573924.000000 Penalty: 6123.628418
	Iteration 1F: 3 clusters Score -1.757392e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99963 members 
Mstep: Class 2 contains 130081 members 
Entering Unmasked Estep 
Score: -17575872.000000 Penalty: 6123.628418
	Iteration 2Q: 3 clusters Score -1.757587e+07 nChanged 9547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91418 members 
Mstep: Class 2 contains 138626 members 
Entering Unmasked Estep 
Score: -17579328.000000 Penalty: 6123.628418
	Iteration 3Q: 3 clusters Score -1.757933e+07 nChanged 13213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78663 members 
Mstep: Class 2 contains 151381 members 
Entering Unmasked Estep 
Score: -17586420.000000 Penalty: 6123.628418
	Iteration 4F: 3 clusters Score -1.758642e+07 nChanged 17822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60995 members 
Mstep: Class 2 contains 169049 members 
Entering Unmasked Estep 
Score: -17599454.000000 Penalty: 6123.628418
	Iteration 5F: 3 clusters Score -1.759945e+07 nChanged 21610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 190633 members 
Entering Unmasked Estep 
Score: -17619424.000000 Penalty: 6123.628418
	Iteration 6F: 3 clusters Score -1.761942e+07 nChanged 20386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 211015 members 
Entering Unmasked Estep 
Score: -17640796.000000 Penalty: 6123.628418
	Iteration 7F: 3 clusters Score -1.76408e+07 nChanged 12671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 223686 members 
Entering Unmasked Estep 
Score: -17653824.000000 Penalty: 6123.628418
	Iteration 8F: 3 clusters Score -1.765382e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 228378 members 
Entering Unmasked Estep 
Score: -17658384.000000 Penalty: 6123.628418
	Iteration 9Q: 3 clusters Score -1.765838e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 229554 members 
Entering Unmasked Estep 
Score: -17659544.000000 Penalty: 6123.628418
	Iteration 10Q: 3 clusters Score -1.765954e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 229768 members 
Entering Unmasked Estep 
Score: -17659810.000000 Penalty: 6123.628418
	Iteration 11Q: 3 clusters Score -1.765981e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 229804 members 
Entering Unmasked Estep 
Score: -17659882.000000 Penalty: 6123.628418
	Iteration 12Q: 3 clusters Score -1.765988e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 229820 members 
Entering Unmasked Estep 
Score: -17659932.000000 Penalty: 6123.628418
	Iteration 13Q: 3 clusters Score -1.765993e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 229827 members 
Entering Unmasked Estep 
Score: -17659994.000000 Penalty: 6123.628418
	Iteration 14Q: 3 clusters Score -1.765999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 229833 members 
Entering Unmasked Estep 
Score: -17660008.000000 Penalty: 6123.628418
	Iteration 15Q: 3 clusters Score -1.766001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 229837 members 
Entering Unmasked Estep 
Score: -17660004.000000 Penalty: 6123.628418
	Iteration 16Q: 3 clusters Score -1.766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 229836 members 
Entering Unmasked Estep 
Score: -17660014.000000 Penalty: 6123.628418
	Iteration 17Q: 3 clusters Score -1.766001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 229835 members 
Entering Unmasked Estep 
Score: -17660040.000000 Penalty: 6123.628418
	Iteration 18Q: 3 clusters Score -1.766004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 229836 members 
Entering Unmasked Estep 
Score: -17660046.000000 Penalty: 6123.628418
	Iteration 19Q: 3 clusters Score -1.766005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 229838 members 
Entering Unmasked Estep 
Score: -17660046.000000 Penalty: 6123.628418
	Iteration 20F: 3 clusters Score -1.766005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 229837 members 
Entering Unmasked Estep 
Score: -17660050.000000 Penalty: 6123.628418
	Iteration 21Q: 3 clusters Score -1.766005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 229837 members 
Entering Unmasked Estep 
Score: -17660050.000000 Penalty: 6123.628418
	Iteration 22F: 3 clusters Score -1.766005e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (186796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186796 members 
Entering Unmasked Estep 
Score: -14074172.000000 Penalty: 3010.167480
	Iteration 0F: 2 clusters Score -1.407417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93241 members 
Mstep: Class 2 contains 93555 members 
Entering Unmasked Estep 
Score: -13948559.000000 Penalty: 6020.334961
	Iteration 0F: 3 clusters Score -1.394856e+07 nChanged 90020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90175 members 
Mstep: Class 2 contains 96621 members 
Entering Unmasked Estep 
Score: -14002140.000000 Penalty: 6020.334961
	Iteration 1F: 3 clusters Score -1.400214e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87976 members 
Mstep: Class 2 contains 98820 members 
Entering Unmasked Estep 
Score: -14003956.000000 Penalty: 6020.334961
	Iteration 2Q: 3 clusters Score -1.400396e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84250 members 
Mstep: Class 2 contains 102546 members 
Entering Unmasked Estep 
Score: -14006951.000000 Penalty: 6020.334961
	Iteration 3Q: 3 clusters Score -1.400695e+07 nChanged 9862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78378 members 
Mstep: Class 2 contains 108418 members 
Entering Unmasked Estep 
Score: -14012025.000000 Penalty: 6020.334961
	Iteration 4F: 3 clusters Score -1.401202e+07 nChanged 12590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69790 members 
Mstep: Class 2 contains 117006 members 
Entering Unmasked Estep 
Score: -14019842.000000 Penalty: 6020.334961
	Iteration 5F: 3 clusters Score -1.401984e+07 nChanged 14660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58956 members 
Mstep: Class 2 contains 127840 members 
Entering Unmasked Estep 
Score: -14030923.000000 Penalty: 6020.334961
	Iteration 6F: 3 clusters Score -1.403092e+07 nChanged 14109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 138619 members 
Entering Unmasked Estep 
Score: -14042782.000000 Penalty: 6020.334961
	Iteration 7F: 3 clusters Score -1.404278e+07 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 147086 members 
Entering Unmasked Estep 
Score: -14053233.000000 Penalty: 6020.334961
	Iteration 8F: 3 clusters Score -1.405323e+07 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 152195 members 
Entering Unmasked Estep 
Score: -14060585.000000 Penalty: 6020.334961
	Iteration 9Q: 3 clusters Score -1.406058e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 154665 members 
Entering Unmasked Estep 
Score: -14065356.000000 Penalty: 6020.334961
	Iteration 10Q: 3 clusters Score -1.406536e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 155721 members 
Entering Unmasked Estep 
Score: -14068098.000000 Penalty: 6020.334961
	Iteration 11Q: 3 clusters Score -1.40681e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 156210 members 
Entering Unmasked Estep 
Score: -14069671.000000 Penalty: 6020.334961
	Iteration 12Q: 3 clusters Score -1.406967e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 156334 members 
Entering Unmasked Estep 
Score: -14070540.000000 Penalty: 6020.334961
	Iteration 13Q: 3 clusters Score -1.407054e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 156203 members 
Entering Unmasked Estep 
Score: -14071273.000000 Penalty: 6020.334961
	Iteration 14Q: 3 clusters Score -1.407127e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 155915 members 
Entering Unmasked Estep 
Score: -14071730.000000 Penalty: 6020.334961
	Iteration 15Q: 3 clusters Score -1.407173e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 155544 members 
Entering Unmasked Estep 
Score: -14072040.000000 Penalty: 6020.334961
	Iteration 16Q: 3 clusters Score -1.407204e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 155171 members 
Entering Unmasked Estep 
Score: -14072235.000000 Penalty: 6020.334961
	Iteration 17Q: 3 clusters Score -1.407224e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 154746 members 
Entering Unmasked Estep 
Score: -14072410.000000 Penalty: 6020.334961
	Iteration 18Q: 3 clusters Score -1.407241e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 154332 members 
Entering Unmasked Estep 
Score: -14072517.000000 Penalty: 6020.334961
	Iteration 19Q: 3 clusters Score -1.407252e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 153929 members 
Entering Unmasked Estep 
Score: -14072693.000000 Penalty: 6020.334961
	Iteration 20F: 3 clusters Score -1.407269e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 153531 members 
Entering Unmasked Estep 
Score: -14072813.000000 Penalty: 6020.334961
	Iteration 21Q: 3 clusters Score -1.407281e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 153130 members 
Entering Unmasked Estep 
Score: -14072882.000000 Penalty: 6020.334961
	Iteration 22Q: 3 clusters Score -1.407288e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 152726 members 
Entering Unmasked Estep 
Score: -14072904.000000 Penalty: 6020.334961
	Iteration 23Q: 3 clusters Score -1.40729e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 152321 members 
Entering Unmasked Estep 
Score: -14072960.000000 Penalty: 6020.334961
	Iteration 24Q: 3 clusters Score -1.407296e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 151901 members 
Entering Unmasked Estep 
Score: -14072956.000000 Penalty: 6020.334961
	Iteration 25Q: 3 clusters Score -1.407296e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 151489 members 
Entering Unmasked Estep 
Score: -14073030.000000 Penalty: 6020.334961
	Iteration 26Q: 3 clusters Score -1.407303e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 151084 members 
Entering Unmasked Estep 
Score: -14073005.000000 Penalty: 6020.334961
	Iteration 27Q: 3 clusters Score -1.4073e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 150686 members 
Entering Unmasked Estep 
Score: -14073069.000000 Penalty: 6020.334961
	Iteration 28Q: 3 clusters Score -1.407307e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 150325 members 
Entering Unmasked Estep 
Score: -14073063.000000 Penalty: 6020.334961
	Iteration 29Q: 3 clusters Score -1.407306e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 149974 members 
Entering Unmasked Estep 
Score: -14073106.000000 Penalty: 6020.334961
	Iteration 30Q: 3 clusters Score -1.407311e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 149629 members 
Entering Unmasked Estep 
Score: -14073138.000000 Penalty: 6020.334961
	Iteration 31Q: 3 clusters Score -1.407314e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 149256 members 
Entering Unmasked Estep 
Score: -14073194.000000 Penalty: 6020.334961
	Iteration 32Q: 3 clusters Score -1.407319e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 148884 members 
Entering Unmasked Estep 
Score: -14073265.000000 Penalty: 6020.334961
	Iteration 33Q: 3 clusters Score -1.407326e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 148531 members 
Entering Unmasked Estep 
Score: -14073303.000000 Penalty: 6020.334961
	Iteration 34Q: 3 clusters Score -1.40733e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 148158 members 
Entering Unmasked Estep 
Score: -14073360.000000 Penalty: 6020.334961
	Iteration 35Q: 3 clusters Score -1.407336e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 147756 members 
Entering Unmasked Estep 
Score: -14073402.000000 Penalty: 6020.334961
	Iteration 36Q: 3 clusters Score -1.40734e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 147335 members 
Entering Unmasked Estep 
Score: -14073494.000000 Penalty: 6020.334961
	Iteration 37Q: 3 clusters Score -1.407349e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 146934 members 
Entering Unmasked Estep 
Score: -14073489.000000 Penalty: 6020.334961
	Iteration 38Q: 3 clusters Score -1.407349e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 146556 members 
Entering Unmasked Estep 
Score: -14073500.000000 Penalty: 6020.334961
	Iteration 39Q: 3 clusters Score -1.40735e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 146195 members 
Entering Unmasked Estep 
Score: -14073561.000000 Penalty: 6020.334961
	Iteration 40F: 3 clusters Score -1.407356e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 145833 members 
Entering Unmasked Estep 
Score: -14073542.000000 Penalty: 6020.334961
	Iteration 41Q: 3 clusters Score -1.407354e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 145481 members 
Entering Unmasked Estep 
Score: -14073609.000000 Penalty: 6020.334961
	Iteration 42Q: 3 clusters Score -1.407361e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 145118 members 
Entering Unmasked Estep 
Score: -14073644.000000 Penalty: 6020.334961
	Iteration 43Q: 3 clusters Score -1.407364e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 144759 members 
Entering Unmasked Estep 
Score: -14073641.000000 Penalty: 6020.334961
	Iteration 44Q: 3 clusters Score -1.407364e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 144411 members 
Entering Unmasked Estep 
Score: -14073647.000000 Penalty: 6020.334961
	Iteration 45Q: 3 clusters Score -1.407365e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 144048 members 
Entering Unmasked Estep 
Score: -14073655.000000 Penalty: 6020.334961
	Iteration 46Q: 3 clusters Score -1.407366e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 143673 members 
Entering Unmasked Estep 
Score: -14073663.000000 Penalty: 6020.334961
	Iteration 47Q: 3 clusters Score -1.407366e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 143325 members 
Entering Unmasked Estep 
Score: -14073675.000000 Penalty: 6020.334961
	Iteration 48Q: 3 clusters Score -1.407368e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 142971 members 
Entering Unmasked Estep 
Score: -14073691.000000 Penalty: 6020.334961
	Iteration 49Q: 3 clusters Score -1.407369e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 142642 members 
Entering Unmasked Estep 
Score: -14073724.000000 Penalty: 6020.334961
	Iteration 50Q: 3 clusters Score -1.407372e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 142333 members 
Entering Unmasked Estep 
Score: -14073770.000000 Penalty: 6020.334961
	Iteration 51Q: 3 clusters Score -1.407377e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 142051 members 
Entering Unmasked Estep 
Score: -14073799.000000 Penalty: 6020.334961
	Iteration 52Q: 3 clusters Score -1.40738e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 141803 members 
Entering Unmasked Estep 
Score: -14073800.000000 Penalty: 6020.334961
	Iteration 53Q: 3 clusters Score -1.40738e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 141570 members 
Entering Unmasked Estep 
Score: -14073798.000000 Penalty: 6020.334961
	Iteration 54Q: 3 clusters Score -1.40738e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 141342 members 
Entering Unmasked Estep 
Score: -14073787.000000 Penalty: 6020.334961
	Iteration 55Q: 3 clusters Score -1.407379e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 141131 members 
Entering Unmasked Estep 
Score: -14073846.000000 Penalty: 6020.334961
	Iteration 56Q: 3 clusters Score -1.407385e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 140941 members 
Entering Unmasked Estep 
Score: -14073896.000000 Penalty: 6020.334961
	Iteration 57Q: 3 clusters Score -1.40739e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 140762 members 
Entering Unmasked Estep 
Score: -14073902.000000 Penalty: 6020.334961
	Iteration 58Q: 3 clusters Score -1.40739e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 140612 members 
Entering Unmasked Estep 
Score: -14073878.000000 Penalty: 6020.334961
	Iteration 59Q: 3 clusters Score -1.407388e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 140451 members 
Entering Unmasked Estep 
Score: -14073887.000000 Penalty: 6020.334961
	Iteration 60F: 3 clusters Score -1.407389e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 140315 members 
Entering Unmasked Estep 
Score: -14073877.000000 Penalty: 6020.334961
	Iteration 61Q: 3 clusters Score -1.407388e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 140203 members 
Entering Unmasked Estep 
Score: -14073841.000000 Penalty: 6020.334961
	Iteration 62Q: 3 clusters Score -1.407384e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 140097 members 
Entering Unmasked Estep 
Score: -14073853.000000 Penalty: 6020.334961
	Iteration 63Q: 3 clusters Score -1.407385e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 139994 members 
Entering Unmasked Estep 
Score: -14073871.000000 Penalty: 6020.334961
	Iteration 64Q: 3 clusters Score -1.407387e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 139894 members 
Entering Unmasked Estep 
Score: -14073866.000000 Penalty: 6020.334961
	Iteration 65Q: 3 clusters Score -1.407387e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 139804 members 
Entering Unmasked Estep 
Score: -14073883.000000 Penalty: 6020.334961
	Iteration 66Q: 3 clusters Score -1.407388e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 139695 members 
Entering Unmasked Estep 
Score: -14073861.000000 Penalty: 6020.334961
	Iteration 67Q: 3 clusters Score -1.407386e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47200 members 
Mstep: Class 2 contains 139596 members 
Entering Unmasked Estep 
Score: -14073863.000000 Penalty: 6020.334961
	Iteration 68Q: 3 clusters Score -1.407386e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 139501 members 
Entering Unmasked Estep 
Score: -14073885.000000 Penalty: 6020.334961
	Iteration 69Q: 3 clusters Score -1.407388e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 139391 members 
Entering Unmasked Estep 
Score: -14073914.000000 Penalty: 6020.334961
	Iteration 70Q: 3 clusters Score -1.407391e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 139304 members 
Entering Unmasked Estep 
Score: -14073910.000000 Penalty: 6020.334961
	Iteration 71Q: 3 clusters Score -1.407391e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 139217 members 
Entering Unmasked Estep 
Score: -14073942.000000 Penalty: 6020.334961
	Iteration 72Q: 3 clusters Score -1.407394e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 139125 members 
Entering Unmasked Estep 
Score: -14073926.000000 Penalty: 6020.334961
	Iteration 73Q: 3 clusters Score -1.407393e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 139052 members 
Entering Unmasked Estep 
Score: -14073926.000000 Penalty: 6020.334961
	Iteration 74Q: 3 clusters Score -1.407393e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 138980 members 
Entering Unmasked Estep 
Score: -14073923.000000 Penalty: 6020.334961
	Iteration 75Q: 3 clusters Score -1.407392e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 138921 members 
Entering Unmasked Estep 
Score: -14073920.000000 Penalty: 6020.334961
	Iteration 76Q: 3 clusters Score -1.407392e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 138859 members 
Entering Unmasked Estep 
Score: -14073919.000000 Penalty: 6020.334961
	Iteration 77Q: 3 clusters Score -1.407392e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 138799 members 
Entering Unmasked Estep 
Score: -14073943.000000 Penalty: 6020.334961
	Iteration 78Q: 3 clusters Score -1.407394e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 138743 members 
Entering Unmasked Estep 
Score: -14073957.000000 Penalty: 6020.334961
	Iteration 79Q: 3 clusters Score -1.407396e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48113 members 
Mstep: Class 2 contains 138683 members 
Entering Unmasked Estep 
Score: -14073927.000000 Penalty: 6020.334961
	Iteration 80F: 3 clusters Score -1.407393e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 138628 members 
Entering Unmasked Estep 
Score: -14073938.000000 Penalty: 6020.334961
	Iteration 81Q: 3 clusters Score -1.407394e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 138574 members 
Entering Unmasked Estep 
Score: -14073943.000000 Penalty: 6020.334961
	Iteration 82Q: 3 clusters Score -1.407394e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 138528 members 
Entering Unmasked Estep 
Score: -14073945.000000 Penalty: 6020.334961
	Iteration 83Q: 3 clusters Score -1.407394e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48311 members 
Mstep: Class 2 contains 138485 members 
Entering Unmasked Estep 
Score: -14073976.000000 Penalty: 6020.334961
	Iteration 84Q: 3 clusters Score -1.407398e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 138443 members 
Entering Unmasked Estep 
Score: -14073968.000000 Penalty: 6020.334961
	Iteration 85Q: 3 clusters Score -1.407397e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48385 members 
Mstep: Class 2 contains 138411 members 
Entering Unmasked Estep 
Score: -14073958.000000 Penalty: 6020.334961
	Iteration 86Q: 3 clusters Score -1.407396e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 138376 members 
Entering Unmasked Estep 
Score: -14073945.000000 Penalty: 6020.334961
	Iteration 87Q: 3 clusters Score -1.407394e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 138345 members 
Entering Unmasked Estep 
Score: -14073935.000000 Penalty: 6020.334961
	Iteration 88Q: 3 clusters Score -1.407394e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48477 members 
Mstep: Class 2 contains 138319 members 
Entering Unmasked Estep 
Score: -14073944.000000 Penalty: 6020.334961
	Iteration 89Q: 3 clusters Score -1.407394e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 138291 members 
Entering Unmasked Estep 
Score: -14073941.000000 Penalty: 6020.334961
	Iteration 90Q: 3 clusters Score -1.407394e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 138260 members 
Entering Unmasked Estep 
Score: -14073948.000000 Penalty: 6020.334961
	Iteration 91Q: 3 clusters Score -1.407395e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 2 contains 138230 members 
Entering Unmasked Estep 
Score: -14073928.000000 Penalty: 6020.334961
	Iteration 92Q: 3 clusters Score -1.407393e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 138202 members 
Entering Unmasked Estep 
Score: -14073937.000000 Penalty: 6020.334961
	Iteration 93Q: 3 clusters Score -1.407394e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Mstep: Class 2 contains 138167 members 
Entering Unmasked Estep 
Score: -14073956.000000 Penalty: 6020.334961
	Iteration 94Q: 3 clusters Score -1.407396e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 138139 members 
Entering Unmasked Estep 
Score: -14073957.000000 Penalty: 6020.334961
	Iteration 95Q: 3 clusters Score -1.407396e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48679 members 
Mstep: Class 2 contains 138117 members 
Entering Unmasked Estep 
Score: -14073969.000000 Penalty: 6020.334961
	Iteration 96Q: 3 clusters Score -1.407397e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 138092 members 
Entering Unmasked Estep 
Score: -14073962.000000 Penalty: 6020.334961
	Iteration 97Q: 3 clusters Score -1.407396e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 138064 members 
Entering Unmasked Estep 
Score: -14073948.000000 Penalty: 6020.334961
	Iteration 98Q: 3 clusters Score -1.407395e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 138043 members 
Entering Unmasked Estep 
Score: -14073963.000000 Penalty: 6020.334961
	Iteration 99Q: 3 clusters Score -1.407396e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 138023 members 
Entering Unmasked Estep 
Score: -14073944.000000 Penalty: 6020.334961
	Iteration 100F: 3 clusters Score -1.407394e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 138006 members 
Entering Unmasked Estep 
Score: -14073947.000000 Penalty: 6020.334961
	Iteration 101Q: 3 clusters Score -1.407395e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 137987 members 
Entering Unmasked Estep 
Score: -14073960.000000 Penalty: 6020.334961
	Iteration 102Q: 3 clusters Score -1.407396e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 137968 members 
Entering Unmasked Estep 
Score: -14073952.000000 Penalty: 6020.334961
	Iteration 103Q: 3 clusters Score -1.407395e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 137946 members 
Entering Unmasked Estep 
Score: -14073956.000000 Penalty: 6020.334961
	Iteration 104Q: 3 clusters Score -1.407396e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48861 members 
Mstep: Class 2 contains 137935 members 
Entering Unmasked Estep 
Score: -14073965.000000 Penalty: 6020.334961
	Iteration 105Q: 3 clusters Score -1.407396e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48876 members 
Mstep: Class 2 contains 137920 members 
Entering Unmasked Estep 
Score: -14073952.000000 Penalty: 6020.334961
	Iteration 106Q: 3 clusters Score -1.407395e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 137902 members 
Entering Unmasked Estep 
Score: -14073953.000000 Penalty: 6020.334961
	Iteration 107Q: 3 clusters Score -1.407395e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 137887 members 
Entering Unmasked Estep 
Score: -14073955.000000 Penalty: 6020.334961
	Iteration 108Q: 3 clusters Score -1.407396e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 137870 members 
Entering Unmasked Estep 
Score: -14073971.000000 Penalty: 6020.334961
	Iteration 109Q: 3 clusters Score -1.407397e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48948 members 
Mstep: Class 2 contains 137848 members 
Entering Unmasked Estep 
Score: -14073962.000000 Penalty: 6020.334961
	Iteration 110Q: 3 clusters Score -1.407396e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 137830 members 
Entering Unmasked Estep 
Score: -14073961.000000 Penalty: 6020.334961
	Iteration 111Q: 3 clusters Score -1.407396e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 137802 members 
Entering Unmasked Estep 
Score: -14073942.000000 Penalty: 6020.334961
	Iteration 112Q: 3 clusters Score -1.407394e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 137771 members 
Entering Unmasked Estep 
Score: -14073958.000000 Penalty: 6020.334961
	Iteration 113Q: 3 clusters Score -1.407396e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 137732 members 
Entering Unmasked Estep 
Score: -14073965.000000 Penalty: 6020.334961
	Iteration 114Q: 3 clusters Score -1.407396e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 137692 members 
Entering Unmasked Estep 
Score: -14073975.000000 Penalty: 6020.334961
	Iteration 115Q: 3 clusters Score -1.407398e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 137660 members 
Entering Unmasked Estep 
Score: -14073966.000000 Penalty: 6020.334961
	Iteration 116Q: 3 clusters Score -1.407397e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 137631 members 
Entering Unmasked Estep 
Score: -14073971.000000 Penalty: 6020.334961
	Iteration 117Q: 3 clusters Score -1.407397e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 137610 members 
Entering Unmasked Estep 
Score: -14073966.000000 Penalty: 6020.334961
	Iteration 118Q: 3 clusters Score -1.407397e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 137596 members 
Entering Unmasked Estep 
Score: -14073975.000000 Penalty: 6020.334961
	Iteration 119Q: 3 clusters Score -1.407398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49209 members 
Mstep: Class 2 contains 137587 members 
Entering Unmasked Estep 
Score: -14073970.000000 Penalty: 6020.334961
	Iteration 120F: 3 clusters Score -1.407397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 137581 members 
Entering Unmasked Estep 
Score: -14073982.000000 Penalty: 6020.334961
	Iteration 121Q: 3 clusters Score -1.407398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49222 members 
Mstep: Class 2 contains 137574 members 
Entering Unmasked Estep 
Score: -14073983.000000 Penalty: 6020.334961
	Iteration 122Q: 3 clusters Score -1.407398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 137566 members 
Entering Unmasked Estep 
Score: -14073987.000000 Penalty: 6020.334961
	Iteration 123Q: 3 clusters Score -1.407399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 137559 members 
Entering Unmasked Estep 
Score: -14073984.000000 Penalty: 6020.334961
	Iteration 124Q: 3 clusters Score -1.407398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 137553 members 
Entering Unmasked Estep 
Score: -14073982.000000 Penalty: 6020.334961
	Iteration 125Q: 3 clusters Score -1.407398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 137543 members 
Entering Unmasked Estep 
Score: -14073976.000000 Penalty: 6020.334961
	Iteration 126Q: 3 clusters Score -1.407398e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 137529 members 
Entering Unmasked Estep 
Score: -14073971.000000 Penalty: 6020.334961
	Iteration 127Q: 3 clusters Score -1.407397e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 137514 members 
Entering Unmasked Estep 
Score: -14073969.000000 Penalty: 6020.334961
	Iteration 128Q: 3 clusters Score -1.407397e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49298 members 
Mstep: Class 2 contains 137498 members 
Entering Unmasked Estep 
Score: -14073974.000000 Penalty: 6020.334961
	Iteration 129Q: 3 clusters Score -1.407397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 137491 members 
Entering Unmasked Estep 
Score: -14073977.000000 Penalty: 6020.334961
	Iteration 130Q: 3 clusters Score -1.407398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 137484 members 
Entering Unmasked Estep 
Score: -14073976.000000 Penalty: 6020.334961
	Iteration 131Q: 3 clusters Score -1.407398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 137478 members 
Entering Unmasked Estep 
Score: -14073985.000000 Penalty: 6020.334961
	Iteration 132Q: 3 clusters Score -1.407398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 137473 members 
Entering Unmasked Estep 
Score: -14073983.000000 Penalty: 6020.334961
	Iteration 133Q: 3 clusters Score -1.407398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 137467 members 
Entering Unmasked Estep 
Score: -14073979.000000 Penalty: 6020.334961
	Iteration 134Q: 3 clusters Score -1.407398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 137466 members 
Entering Unmasked Estep 
Score: -14073971.000000 Penalty: 6020.334961
	Iteration 135Q: 3 clusters Score -1.407397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 137464 members 
Entering Unmasked Estep 
Score: -14073968.000000 Penalty: 6020.334961
	Iteration 136Q: 3 clusters Score -1.407397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 137462 members 
Entering Unmasked Estep 
Score: -14073962.000000 Penalty: 6020.334961
	Iteration 137Q: 3 clusters Score -1.407396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 137459 members 
Entering Unmasked Estep 
Score: -14073959.000000 Penalty: 6020.334961
	Iteration 138Q: 3 clusters Score -1.407396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 137455 members 
Entering Unmasked Estep 
Score: -14073965.000000 Penalty: 6020.334961
	Iteration 139Q: 3 clusters Score -1.407396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49344 members 
Mstep: Class 2 contains 137452 members 
Entering Unmasked Estep 
Score: -14073965.000000 Penalty: 6020.334961
	Iteration 140F: 3 clusters Score -1.407396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 137449 members 
Entering Unmasked Estep 
Score: -14073970.000000 Penalty: 6020.334961
	Iteration 141Q: 3 clusters Score -1.407397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 137446 members 
Entering Unmasked Estep 
Score: -14073968.000000 Penalty: 6020.334961
	Iteration 142Q: 3 clusters Score -1.407397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 137446 members 
Entering Unmasked Estep 
Score: -14073968.000000 Penalty: 6020.334961
	Iteration 143F: 3 clusters Score -1.407397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (206872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206872 members 
Entering Unmasked Estep 
Score: -15476266.000000 Penalty: 3035.484131
	Iteration 0F: 2 clusters Score -1.547627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103676 members 
Mstep: Class 2 contains 103196 members 
Entering Unmasked Estep 
Score: -15337589.000000 Penalty: 6070.968262
	Iteration 0F: 3 clusters Score -1.533759e+07 nChanged 99561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107853 members 
Mstep: Class 2 contains 99019 members 
Entering Unmasked Estep 
Score: -15396492.000000 Penalty: 6070.968262
	Iteration 1F: 3 clusters Score -1.539649e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110395 members 
Mstep: Class 2 contains 96477 members 
Entering Unmasked Estep 
Score: -15398013.000000 Penalty: 6070.968262
	Iteration 2Q: 3 clusters Score -1.539801e+07 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114446 members 
Mstep: Class 2 contains 92426 members 
Entering Unmasked Estep 
Score: -15400228.000000 Penalty: 6070.968262
	Iteration 3Q: 3 clusters Score -1.540023e+07 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120711 members 
Mstep: Class 2 contains 86161 members 
Entering Unmasked Estep 
Score: -15403925.000000 Penalty: 6070.968262
	Iteration 4Q: 3 clusters Score -1.540392e+07 nChanged 11466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129897 members 
Mstep: Class 2 contains 76975 members 
Entering Unmasked Estep 
Score: -15410198.000000 Penalty: 6070.968262
	Iteration 5F: 3 clusters Score -1.54102e+07 nChanged 14453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142438 members 
Mstep: Class 2 contains 64434 members 
Entering Unmasked Estep 
Score: -15420083.000000 Penalty: 6070.968262
	Iteration 6F: 3 clusters Score -1.542008e+07 nChanged 16133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157059 members 
Mstep: Class 2 contains 49813 members 
Entering Unmasked Estep 
Score: -15433383.000000 Penalty: 6070.968262
	Iteration 7F: 3 clusters Score -1.543338e+07 nChanged 14812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170737 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -15446605.000000 Penalty: 6070.968262
	Iteration 8F: 3 clusters Score -1.54466e+07 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181139 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -15456325.000000 Penalty: 6070.968262
	Iteration 9F: 3 clusters Score -1.545632e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188065 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -15462464.000000 Penalty: 6070.968262
	Iteration 10Q: 3 clusters Score -1.546246e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192628 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -15466084.000000 Penalty: 6070.968262
	Iteration 11Q: 3 clusters Score -1.546608e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195795 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -15468289.000000 Penalty: 6070.968262
	Iteration 12Q: 3 clusters Score -1.546829e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198116 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -15469696.000000 Penalty: 6070.968262
	Iteration 13Q: 3 clusters Score -1.54697e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199925 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -15470711.000000 Penalty: 6070.968262
	Iteration 14Q: 3 clusters Score -1.547071e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201334 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -15471408.000000 Penalty: 6070.968262
	Iteration 15Q: 3 clusters Score -1.547141e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202429 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -15471948.000000 Penalty: 6070.968262
	Iteration 16Q: 3 clusters Score -1.547195e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203290 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -15472464.000000 Penalty: 6070.968262
	Iteration 17Q: 3 clusters Score -1.547246e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203998 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -15472774.000000 Penalty: 6070.968262
	Iteration 18Q: 3 clusters Score -1.547277e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204558 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -15473038.000000 Penalty: 6070.968262
	Iteration 19Q: 3 clusters Score -1.547304e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204928 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -15473208.000000 Penalty: 6070.968262
	Iteration 20F: 3 clusters Score -1.547321e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205215 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -15473310.000000 Penalty: 6070.968262
	Iteration 21Q: 3 clusters Score -1.547331e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205403 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -15473388.000000 Penalty: 6070.968262
	Iteration 22Q: 3 clusters Score -1.547339e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205548 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -15473450.000000 Penalty: 6070.968262
	Iteration 23Q: 3 clusters Score -1.547345e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205654 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -15473512.000000 Penalty: 6070.968262
	Iteration 24Q: 3 clusters Score -1.547351e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205733 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -15473543.000000 Penalty: 6070.968262
	Iteration 25Q: 3 clusters Score -1.547354e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205784 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -15473564.000000 Penalty: 6070.968262
	Iteration 26Q: 3 clusters Score -1.547356e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205827 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -15473587.000000 Penalty: 6070.968262
	Iteration 27Q: 3 clusters Score -1.547359e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205857 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -15473600.000000 Penalty: 6070.968262
	Iteration 28Q: 3 clusters Score -1.54736e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205879 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -15473617.000000 Penalty: 6070.968262
	Iteration 29Q: 3 clusters Score -1.547362e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205907 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -15473629.000000 Penalty: 6070.968262
	Iteration 30Q: 3 clusters Score -1.547363e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205923 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -15473631.000000 Penalty: 6070.968262
	Iteration 31Q: 3 clusters Score -1.547363e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205942 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -15473651.000000 Penalty: 6070.968262
	Iteration 32Q: 3 clusters Score -1.547365e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205962 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -15473649.000000 Penalty: 6070.968262
	Iteration 33Q: 3 clusters Score -1.547365e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205979 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -15473663.000000 Penalty: 6070.968262
	Iteration 34Q: 3 clusters Score -1.547366e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205994 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -15473677.000000 Penalty: 6070.968262
	Iteration 35Q: 3 clusters Score -1.547368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206003 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -15473675.000000 Penalty: 6070.968262
	Iteration 36Q: 3 clusters Score -1.547368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206005 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -15473677.000000 Penalty: 6070.968262
	Iteration 37Q: 3 clusters Score -1.547368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206009 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -15473666.000000 Penalty: 6070.968262
	Iteration 38Q: 3 clusters Score -1.547367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206012 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -15473672.000000 Penalty: 6070.968262
	Iteration 39Q: 3 clusters Score -1.547367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206013 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -15473670.000000 Penalty: 6070.968262
	Iteration 40F: 3 clusters Score -1.547367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206012 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -15473668.000000 Penalty: 6070.968262
	Iteration 41Q: 3 clusters Score -1.547367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206012 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -15473668.000000 Penalty: 6070.968262
	Iteration 42F: 3 clusters Score -1.547367e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Entering Unmasked Estep 
Score: -251408.125000 Penalty: 2075.838379
	Iteration 0F: 2 clusters Score -251408.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -247426.640625 Penalty: 4151.676758
	Iteration 0F: 3 clusters Score -247426.6 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -248675.031250 Penalty: 4151.676758
	Iteration 1F: 3 clusters Score -248675 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -249090.937500 Penalty: 4151.676758
	Iteration 2F: 3 clusters Score -249090.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -249353.562500 Penalty: 4151.676758
	Iteration 3F: 3 clusters Score -249353.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -249563.640625 Penalty: 4151.676758
	Iteration 4F: 3 clusters Score -249563.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -249693.328125 Penalty: 4151.676758
	Iteration 5Q: 3 clusters Score -249693.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -249788.062500 Penalty: 4151.676758
	Iteration 6Q: 3 clusters Score -249788.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -249859.218750 Penalty: 4151.676758
	Iteration 7Q: 3 clusters Score -249859.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -249915.953125 Penalty: 4151.676758
	Iteration 8Q: 3 clusters Score -249916 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -249961.343750 Penalty: 4151.676758
	Iteration 9Q: 3 clusters Score -249961.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -249997.875000 Penalty: 4151.676758
	Iteration 10Q: 3 clusters Score -249997.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -250023.328125 Penalty: 4151.676758
	Iteration 11Q: 3 clusters Score -250023.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -250050.796875 Penalty: 4151.676758
	Iteration 12Q: 3 clusters Score -250050.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -250081.281250 Penalty: 4151.676758
	Iteration 13Q: 3 clusters Score -250081.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -250102.656250 Penalty: 4151.676758
	Iteration 14Q: 3 clusters Score -250102.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -250122.203125 Penalty: 4151.676758
	Iteration 15Q: 3 clusters Score -250122.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -250131.984375 Penalty: 4151.676758
	Iteration 16Q: 3 clusters Score -250132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -250140.453125 Penalty: 4151.676758
	Iteration 17Q: 3 clusters Score -250140.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -250150.031250 Penalty: 4151.676758
	Iteration 18Q: 3 clusters Score -250150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -250157.218750 Penalty: 4151.676758
	Iteration 19Q: 3 clusters Score -250157.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -250165.078125 Penalty: 4151.676758
	Iteration 20F: 3 clusters Score -250165.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -250175.203125 Penalty: 4151.676758
	Iteration 21Q: 3 clusters Score -250175.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -250193.406250 Penalty: 4151.676758
	Iteration 22Q: 3 clusters Score -250193.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -250209.562500 Penalty: 4151.676758
	Iteration 23Q: 3 clusters Score -250209.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -250229.765625 Penalty: 4151.676758
	Iteration 24Q: 3 clusters Score -250229.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -250244.687500 Penalty: 4151.676758
	Iteration 25Q: 3 clusters Score -250244.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -250253.343750 Penalty: 4151.676758
	Iteration 26Q: 3 clusters Score -250253.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -250260.328125 Penalty: 4151.676758
	Iteration 27Q: 3 clusters Score -250260.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -250267.125000 Penalty: 4151.676758
	Iteration 28Q: 3 clusters Score -250267.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -250276.515625 Penalty: 4151.676758
	Iteration 29Q: 3 clusters Score -250276.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -250284.843750 Penalty: 4151.676758
	Iteration 30Q: 3 clusters Score -250284.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -250297.750000 Penalty: 4151.676758
	Iteration 31Q: 3 clusters Score -250297.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -250311.656250 Penalty: 4151.676758
	Iteration 32Q: 3 clusters Score -250311.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -250318.375000 Penalty: 4151.676758
	Iteration 33Q: 3 clusters Score -250318.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -250326.875000 Penalty: 4151.676758
	Iteration 34Q: 3 clusters Score -250326.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -250335.015625 Penalty: 4151.676758
	Iteration 35Q: 3 clusters Score -250335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -250345.687500 Penalty: 4151.676758
	Iteration 36Q: 3 clusters Score -250345.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -250351.671875 Penalty: 4151.676758
	Iteration 37Q: 3 clusters Score -250351.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -250355.015625 Penalty: 4151.676758
	Iteration 38Q: 3 clusters Score -250355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -250361.859375 Penalty: 4151.676758
	Iteration 39Q: 3 clusters Score -250361.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -250363.843750 Penalty: 4151.676758
	Iteration 40F: 3 clusters Score -250363.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -250365.593750 Penalty: 4151.676758
	Iteration 41Q: 3 clusters Score -250365.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -250366.687500 Penalty: 4151.676758
	Iteration 42Q: 3 clusters Score -250366.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -250369.187500 Penalty: 4151.676758
	Iteration 43Q: 3 clusters Score -250369.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -250370.437500 Penalty: 4151.676758
	Iteration 44Q: 3 clusters Score -250370.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -250373.640625 Penalty: 4151.676758
	Iteration 45Q: 3 clusters Score -250373.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -250378.218750 Penalty: 4151.676758
	Iteration 46Q: 3 clusters Score -250378.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -250380.468750 Penalty: 4151.676758
	Iteration 47Q: 3 clusters Score -250380.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -250383.203125 Penalty: 4151.676758
	Iteration 48Q: 3 clusters Score -250383.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -250383.781250 Penalty: 4151.676758
	Iteration 49Q: 3 clusters Score -250383.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -250383.781250 Penalty: 4151.676758
	Iteration 50F: 3 clusters Score -250383.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Entering Unmasked Estep 
Score: -2872359.750000 Penalty: 2604.712646
	Iteration 0F: 2 clusters Score -2872360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2847632.500000 Penalty: 5209.425293
	Iteration 0F: 3 clusters Score -2847632 nChanged 16527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2856568.750000 Penalty: 5209.425293
	Iteration 1F: 3 clusters Score -2856569 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2856984.250000 Penalty: 5209.425293
	Iteration 2Q: 3 clusters Score -2856984 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2857376.500000 Penalty: 5209.425293
	Iteration 3Q: 3 clusters Score -2857376 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2857821.250000 Penalty: 5209.425293
	Iteration 4Q: 3 clusters Score -2857821 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2858364.250000 Penalty: 5209.425293
	Iteration 5Q: 3 clusters Score -2858364 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2859142.750000 Penalty: 5209.425293
	Iteration 6Q: 3 clusters Score -2859143 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2860348.750000 Penalty: 5209.425293
	Iteration 7F: 3 clusters Score -2860349 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2862146.000000 Penalty: 5209.425293
	Iteration 8F: 3 clusters Score -2862146 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2864600.750000 Penalty: 5209.425293
	Iteration 9F: 3 clusters Score -2864601 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2867002.000000 Penalty: 5209.425293
	Iteration 10F: 3 clusters Score -2867002 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2868602.500000 Penalty: 5209.425293
	Iteration 11Q: 3 clusters Score -2868602 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2869343.000000 Penalty: 5209.425293
	Iteration 12Q: 3 clusters Score -2869343 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2869705.250000 Penalty: 5209.425293
	Iteration 13Q: 3 clusters Score -2869705 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2869864.750000 Penalty: 5209.425293
	Iteration 14Q: 3 clusters Score -2869865 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2869951.750000 Penalty: 5209.425293
	Iteration 15Q: 3 clusters Score -2869952 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2870012.750000 Penalty: 5209.425293
	Iteration 16Q: 3 clusters Score -2870013 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2870046.250000 Penalty: 5209.425293
	Iteration 17Q: 3 clusters Score -2870046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2870067.750000 Penalty: 5209.425293
	Iteration 18Q: 3 clusters Score -2870068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2870094.250000 Penalty: 5209.425293
	Iteration 19Q: 3 clusters Score -2870094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2870117.750000 Penalty: 5209.425293
	Iteration 20F: 3 clusters Score -2870118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2870127.250000 Penalty: 5209.425293
	Iteration 21Q: 3 clusters Score -2870127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2870136.750000 Penalty: 5209.425293
	Iteration 22Q: 3 clusters Score -2870137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2870150.000000 Penalty: 5209.425293
	Iteration 23Q: 3 clusters Score -2870150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2870150.750000 Penalty: 5209.425293
	Iteration 24Q: 3 clusters Score -2870151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2870154.750000 Penalty: 5209.425293
	Iteration 25Q: 3 clusters Score -2870155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2870159.750000 Penalty: 5209.425293
	Iteration 26Q: 3 clusters Score -2870160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2870155.750000 Penalty: 5209.425293
	Iteration 27Q: 3 clusters Score -2870156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2870155.750000 Penalty: 5209.425293
	Iteration 28F: 3 clusters Score -2870156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Entering Unmasked Estep 
Score: -216846.109375 Penalty: 1982.919678
	Iteration 0F: 2 clusters Score -216846.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -213627.718750 Penalty: 3965.839355
	Iteration 0F: 3 clusters Score -213627.7 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -214259.859375 Penalty: 3965.839355
	Iteration 1F: 3 clusters Score -214259.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -214395.593750 Penalty: 3965.839355
	Iteration 2F: 3 clusters Score -214395.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -214473.421875 Penalty: 3965.839355
	Iteration 3Q: 3 clusters Score -214473.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -214525.390625 Penalty: 3965.839355
	Iteration 4Q: 3 clusters Score -214525.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -214554.031250 Penalty: 3965.839355
	Iteration 5Q: 3 clusters Score -214554 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -214574.750000 Penalty: 3965.839355
	Iteration 6Q: 3 clusters Score -214574.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -214594.203125 Penalty: 3965.839355
	Iteration 7Q: 3 clusters Score -214594.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -214617.578125 Penalty: 3965.839355
	Iteration 8Q: 3 clusters Score -214617.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -214634.546875 Penalty: 3965.839355
	Iteration 9Q: 3 clusters Score -214634.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -214652.718750 Penalty: 3965.839355
	Iteration 10Q: 3 clusters Score -214652.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -214672.562500 Penalty: 3965.839355
	Iteration 11Q: 3 clusters Score -214672.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -214698.843750 Penalty: 3965.839355
	Iteration 12Q: 3 clusters Score -214698.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -214732.218750 Penalty: 3965.839355
	Iteration 13Q: 3 clusters Score -214732.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -214755.562500 Penalty: 3965.839355
	Iteration 14Q: 3 clusters Score -214755.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -214782.546875 Penalty: 3965.839355
	Iteration 15Q: 3 clusters Score -214782.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -214814.156250 Penalty: 3965.839355
	Iteration 16Q: 3 clusters Score -214814.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -214838.359375 Penalty: 3965.839355
	Iteration 17Q: 3 clusters Score -214838.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -214868.734375 Penalty: 3965.839355
	Iteration 18Q: 3 clusters Score -214868.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -214890.093750 Penalty: 3965.839355
	Iteration 19Q: 3 clusters Score -214890.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -214906.359375 Penalty: 3965.839355
	Iteration 20F: 3 clusters Score -214906.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -214920.812500 Penalty: 3965.839355
	Iteration 21Q: 3 clusters Score -214920.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -214930.296875 Penalty: 3965.839355
	Iteration 22Q: 3 clusters Score -214930.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -214938.015625 Penalty: 3965.839355
	Iteration 23Q: 3 clusters Score -214938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -214944.703125 Penalty: 3965.839355
	Iteration 24Q: 3 clusters Score -214944.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -214948.078125 Penalty: 3965.839355
	Iteration 25Q: 3 clusters Score -214948.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -214950.531250 Penalty: 3965.839355
	Iteration 26Q: 3 clusters Score -214950.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -214951.703125 Penalty: 3965.839355
	Iteration 27Q: 3 clusters Score -214951.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -214954.000000 Penalty: 3965.839355
	Iteration 28Q: 3 clusters Score -214954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -214958.578125 Penalty: 3965.839355
	Iteration 29Q: 3 clusters Score -214958.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -214963.093750 Penalty: 3965.839355
	Iteration 30Q: 3 clusters Score -214963.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -214968.609375 Penalty: 3965.839355
	Iteration 31Q: 3 clusters Score -214968.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -214972.921875 Penalty: 3965.839355
	Iteration 32Q: 3 clusters Score -214972.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -214978.734375 Penalty: 3965.839355
	Iteration 33Q: 3 clusters Score -214978.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -214984.656250 Penalty: 3965.839355
	Iteration 34Q: 3 clusters Score -214984.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -214990.828125 Penalty: 3965.839355
	Iteration 35Q: 3 clusters Score -214990.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -214994.718750 Penalty: 3965.839355
	Iteration 36Q: 3 clusters Score -214994.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -215000.234375 Penalty: 3965.839355
	Iteration 37Q: 3 clusters Score -215000.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -215006.359375 Penalty: 3965.839355
	Iteration 38Q: 3 clusters Score -215006.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -215011.765625 Penalty: 3965.839355
	Iteration 39Q: 3 clusters Score -215011.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -215015.375000 Penalty: 3965.839355
	Iteration 40F: 3 clusters Score -215015.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -215022.343750 Penalty: 3965.839355
	Iteration 41Q: 3 clusters Score -215022.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -215028.765625 Penalty: 3965.839355
	Iteration 42Q: 3 clusters Score -215028.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -215034.937500 Penalty: 3965.839355
	Iteration 43Q: 3 clusters Score -215034.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -215038.125000 Penalty: 3965.839355
	Iteration 44Q: 3 clusters Score -215038.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -215040.828125 Penalty: 3965.839355
	Iteration 45Q: 3 clusters Score -215040.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -215043.906250 Penalty: 3965.839355
	Iteration 46Q: 3 clusters Score -215043.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -215046.687500 Penalty: 3965.839355
	Iteration 47Q: 3 clusters Score -215046.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -215050.218750 Penalty: 3965.839355
	Iteration 48Q: 3 clusters Score -215050.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -215053.578125 Penalty: 3965.839355
	Iteration 49Q: 3 clusters Score -215053.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -215054.031250 Penalty: 3965.839355
	Iteration 50Q: 3 clusters Score -215054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -215053.937500 Penalty: 3965.839355
	Iteration 51Q: 3 clusters Score -215053.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -215053.937500 Penalty: 3965.839355
	Iteration 52F: 3 clusters Score -215053.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Entering Unmasked Estep 
Score: -1102391.250000 Penalty: 2384.984131
	Iteration 0F: 2 clusters Score -1102391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1091518.750000 Penalty: 4769.968262
	Iteration 0F: 3 clusters Score -1091519 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1095194.625000 Penalty: 4769.968262
	Iteration 1F: 3 clusters Score -1095195 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1095812.000000 Penalty: 4769.968262
	Iteration 2F: 3 clusters Score -1095812 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1096384.375000 Penalty: 4769.968262
	Iteration 3F: 3 clusters Score -1096384 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1096949.750000 Penalty: 4769.968262
	Iteration 4F: 3 clusters Score -1096950 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1097489.000000 Penalty: 4769.968262
	Iteration 5F: 3 clusters Score -1097489 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1098002.125000 Penalty: 4769.968262
	Iteration 6F: 3 clusters Score -1098002 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1098431.750000 Penalty: 4769.968262
	Iteration 7Q: 3 clusters Score -1098432 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1098828.500000 Penalty: 4769.968262
	Iteration 8Q: 3 clusters Score -1098828 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1099159.125000 Penalty: 4769.968262
	Iteration 9Q: 3 clusters Score -1099159 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1099459.750000 Penalty: 4769.968262
	Iteration 10Q: 3 clusters Score -1099460 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1099710.750000 Penalty: 4769.968262
	Iteration 11Q: 3 clusters Score -1099711 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1099901.875000 Penalty: 4769.968262
	Iteration 12Q: 3 clusters Score -1099902 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1100070.125000 Penalty: 4769.968262
	Iteration 13Q: 3 clusters Score -1100070 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1100189.875000 Penalty: 4769.968262
	Iteration 14Q: 3 clusters Score -1100190 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1100267.500000 Penalty: 4769.968262
	Iteration 15Q: 3 clusters Score -1100268 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1100323.750000 Penalty: 4769.968262
	Iteration 16Q: 3 clusters Score -1100324 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1100368.500000 Penalty: 4769.968262
	Iteration 17Q: 3 clusters Score -1100368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1100395.875000 Penalty: 4769.968262
	Iteration 18Q: 3 clusters Score -1100396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1100426.250000 Penalty: 4769.968262
	Iteration 19Q: 3 clusters Score -1100426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1100444.125000 Penalty: 4769.968262
	Iteration 20F: 3 clusters Score -1100444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1100466.125000 Penalty: 4769.968262
	Iteration 21Q: 3 clusters Score -1100466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1100486.375000 Penalty: 4769.968262
	Iteration 22Q: 3 clusters Score -1100486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1100498.875000 Penalty: 4769.968262
	Iteration 23Q: 3 clusters Score -1100499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1100512.750000 Penalty: 4769.968262
	Iteration 24Q: 3 clusters Score -1100513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1100518.125000 Penalty: 4769.968262
	Iteration 25Q: 3 clusters Score -1100518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1100520.000000 Penalty: 4769.968262
	Iteration 26Q: 3 clusters Score -1100520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1100523.625000 Penalty: 4769.968262
	Iteration 27Q: 3 clusters Score -1100524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1100529.750000 Penalty: 4769.968262
	Iteration 28Q: 3 clusters Score -1100530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1100537.750000 Penalty: 4769.968262
	Iteration 29Q: 3 clusters Score -1100538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1100542.625000 Penalty: 4769.968262
	Iteration 30Q: 3 clusters Score -1100543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1100550.750000 Penalty: 4769.968262
	Iteration 31Q: 3 clusters Score -1100551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1100556.500000 Penalty: 4769.968262
	Iteration 32Q: 3 clusters Score -1100556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1100561.500000 Penalty: 4769.968262
	Iteration 33Q: 3 clusters Score -1100562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1100569.000000 Penalty: 4769.968262
	Iteration 34Q: 3 clusters Score -1100569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1100570.500000 Penalty: 4769.968262
	Iteration 35Q: 3 clusters Score -1100570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1100574.625000 Penalty: 4769.968262
	Iteration 36Q: 3 clusters Score -1100575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1100578.250000 Penalty: 4769.968262
	Iteration 37Q: 3 clusters Score -1100578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1100586.250000 Penalty: 4769.968262
	Iteration 38Q: 3 clusters Score -1100586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1100593.750000 Penalty: 4769.968262
	Iteration 39Q: 3 clusters Score -1100594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1100599.750000 Penalty: 4769.968262
	Iteration 40F: 3 clusters Score -1100600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1100604.625000 Penalty: 4769.968262
	Iteration 41Q: 3 clusters Score -1100605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1100608.250000 Penalty: 4769.968262
	Iteration 42Q: 3 clusters Score -1100608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1100613.000000 Penalty: 4769.968262
	Iteration 43Q: 3 clusters Score -1100613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1100613.625000 Penalty: 4769.968262
	Iteration 44Q: 3 clusters Score -1100614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1100613.250000 Penalty: 4769.968262
	Iteration 45Q: 3 clusters Score -1100613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1100613.250000 Penalty: 4769.968262
	Iteration 46F: 3 clusters Score -1100613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Entering Unmasked Estep 
Score: -353985.093750 Penalty: 2107.961182
	Iteration 0F: 2 clusters Score -353985.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -349458.218750 Penalty: 4215.922363
	Iteration 0F: 3 clusters Score -349458.2 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -350468.625000 Penalty: 4215.922363
	Iteration 1F: 3 clusters Score -350468.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -350690.843750 Penalty: 4215.922363
	Iteration 2F: 3 clusters Score -350690.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -350872.468750 Penalty: 4215.922363
	Iteration 3F: 3 clusters Score -350872.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -351024.375000 Penalty: 4215.922363
	Iteration 4Q: 3 clusters Score -351024.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -351170.406250 Penalty: 4215.922363
	Iteration 5Q: 3 clusters Score -351170.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -351361.687500 Penalty: 4215.922363
	Iteration 6Q: 3 clusters Score -351361.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -351626.656250 Penalty: 4215.922363
	Iteration 7F: 3 clusters Score -351626.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -351885.218750 Penalty: 4215.922363
	Iteration 8F: 3 clusters Score -351885.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -352091.750000 Penalty: 4215.922363
	Iteration 9Q: 3 clusters Score -352091.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -352256.125000 Penalty: 4215.922363
	Iteration 10Q: 3 clusters Score -352256.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -352393.875000 Penalty: 4215.922363
	Iteration 11Q: 3 clusters Score -352393.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -352518.312500 Penalty: 4215.922363
	Iteration 12Q: 3 clusters Score -352518.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -352611.500000 Penalty: 4215.922363
	Iteration 13Q: 3 clusters Score -352611.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -352705.500000 Penalty: 4215.922363
	Iteration 14Q: 3 clusters Score -352705.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -352777.562500 Penalty: 4215.922363
	Iteration 15Q: 3 clusters Score -352777.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -352828.062500 Penalty: 4215.922363
	Iteration 16Q: 3 clusters Score -352828.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -352863.250000 Penalty: 4215.922363
	Iteration 17Q: 3 clusters Score -352863.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -352889.843750 Penalty: 4215.922363
	Iteration 18Q: 3 clusters Score -352889.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -352914.812500 Penalty: 4215.922363
	Iteration 19Q: 3 clusters Score -352914.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -352932.750000 Penalty: 4215.922363
	Iteration 20F: 3 clusters Score -352932.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -352954.500000 Penalty: 4215.922363
	Iteration 21Q: 3 clusters Score -352954.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -352974.187500 Penalty: 4215.922363
	Iteration 22Q: 3 clusters Score -352974.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -352989.531250 Penalty: 4215.922363
	Iteration 23Q: 3 clusters Score -352989.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -353000.562500 Penalty: 4215.922363
	Iteration 24Q: 3 clusters Score -353000.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -353005.062500 Penalty: 4215.922363
	Iteration 25Q: 3 clusters Score -353005.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -353009.687500 Penalty: 4215.922363
	Iteration 26Q: 3 clusters Score -353009.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -353014.343750 Penalty: 4215.922363
	Iteration 27Q: 3 clusters Score -353014.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -353017.562500 Penalty: 4215.922363
	Iteration 28Q: 3 clusters Score -353017.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -353020.375000 Penalty: 4215.922363
	Iteration 29Q: 3 clusters Score -353020.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -353022.593750 Penalty: 4215.922363
	Iteration 30Q: 3 clusters Score -353022.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -353023.375000 Penalty: 4215.922363
	Iteration 31Q: 3 clusters Score -353023.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -353025.062500 Penalty: 4215.922363
	Iteration 32Q: 3 clusters Score -353025.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -353026.812500 Penalty: 4215.922363
	Iteration 33Q: 3 clusters Score -353026.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -353026.687500 Penalty: 4215.922363
	Iteration 34Q: 3 clusters Score -353026.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -353028.656250 Penalty: 4215.922363
	Iteration 35Q: 3 clusters Score -353028.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -353028.031250 Penalty: 4215.922363
	Iteration 36Q: 3 clusters Score -353028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -353028.312500 Penalty: 4215.922363
	Iteration 37Q: 3 clusters Score -353028.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -353028.062500 Penalty: 4215.922363
	Iteration 38Q: 3 clusters Score -353028.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -353028.625000 Penalty: 4215.922363
	Iteration 39Q: 3 clusters Score -353028.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -353028.625000 Penalty: 4215.922363
	Iteration 40F: 3 clusters Score -353028.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57129 members 
Entering Unmasked Estep 
Score: -4361986.500000 Penalty: 2716.360596
	Iteration 0F: 2 clusters Score -4361986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -4323486.500000 Penalty: 5432.721191
	Iteration 0F: 3 clusters Score -4323486 nChanged 26570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -4338268.500000 Penalty: 5432.721191
	Iteration 1F: 3 clusters Score -4338268 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -4338934.500000 Penalty: 5432.721191
	Iteration 2Q: 3 clusters Score -4338934 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -4339646.000000 Penalty: 5432.721191
	Iteration 3Q: 3 clusters Score -4339646 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -4340574.500000 Penalty: 5432.721191
	Iteration 4Q: 3 clusters Score -4340574 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -4341831.500000 Penalty: 5432.721191
	Iteration 5Q: 3 clusters Score -4341832 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -4343729.500000 Penalty: 5432.721191
	Iteration 6F: 3 clusters Score -4343730 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -4346355.000000 Penalty: 5432.721191
	Iteration 7F: 3 clusters Score -4346355 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -4349415.000000 Penalty: 5432.721191
	Iteration 8F: 3 clusters Score -4349415 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 48099 members 
Entering Unmasked Estep 
Score: -4352504.500000 Penalty: 5432.721191
	Iteration 9F: 3 clusters Score -4352504 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -4355109.500000 Penalty: 5432.721191
	Iteration 10F: 3 clusters Score -4355110 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -4357048.500000 Penalty: 5432.721191
	Iteration 11Q: 3 clusters Score -4357048 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 54533 members 
Entering Unmasked Estep 
Score: -4358216.500000 Penalty: 5432.721191
	Iteration 12Q: 3 clusters Score -4358216 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 55232 members 
Entering Unmasked Estep 
Score: -4358803.500000 Penalty: 5432.721191
	Iteration 13Q: 3 clusters Score -4358804 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 55607 members 
Entering Unmasked Estep 
Score: -4359101.000000 Penalty: 5432.721191
	Iteration 14Q: 3 clusters Score -4359101 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -4359262.000000 Penalty: 5432.721191
	Iteration 15Q: 3 clusters Score -4359262 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 55954 members 
Entering Unmasked Estep 
Score: -4359344.500000 Penalty: 5432.721191
	Iteration 16Q: 3 clusters Score -4359344 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 56050 members 
Entering Unmasked Estep 
Score: -4359427.000000 Penalty: 5432.721191
	Iteration 17Q: 3 clusters Score -4359427 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 56126 members 
Entering Unmasked Estep 
Score: -4359494.000000 Penalty: 5432.721191
	Iteration 18Q: 3 clusters Score -4359494 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 56190 members 
Entering Unmasked Estep 
Score: -4359531.000000 Penalty: 5432.721191
	Iteration 19Q: 3 clusters Score -4359531 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 56229 members 
Entering Unmasked Estep 
Score: -4359558.500000 Penalty: 5432.721191
	Iteration 20F: 3 clusters Score -4359558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -4359567.000000 Penalty: 5432.721191
	Iteration 21Q: 3 clusters Score -4359567 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 56273 members 
Entering Unmasked Estep 
Score: -4359592.000000 Penalty: 5432.721191
	Iteration 22Q: 3 clusters Score -4359592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 56291 members 
Entering Unmasked Estep 
Score: -4359598.500000 Penalty: 5432.721191
	Iteration 23Q: 3 clusters Score -4359598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 56305 members 
Entering Unmasked Estep 
Score: -4359605.500000 Penalty: 5432.721191
	Iteration 24Q: 3 clusters Score -4359606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 56317 members 
Entering Unmasked Estep 
Score: -4359609.000000 Penalty: 5432.721191
	Iteration 25Q: 3 clusters Score -4359609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 56325 members 
Entering Unmasked Estep 
Score: -4359611.500000 Penalty: 5432.721191
	Iteration 26Q: 3 clusters Score -4359612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -4359622.000000 Penalty: 5432.721191
	Iteration 27Q: 3 clusters Score -4359622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -4359623.500000 Penalty: 5432.721191
	Iteration 28Q: 3 clusters Score -4359624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 56346 members 
Entering Unmasked Estep 
Score: -4359626.500000 Penalty: 5432.721191
	Iteration 29Q: 3 clusters Score -4359626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 56348 members 
Entering Unmasked Estep 
Score: -4359628.500000 Penalty: 5432.721191
	Iteration 30Q: 3 clusters Score -4359628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 56355 members 
Entering Unmasked Estep 
Score: -4359637.000000 Penalty: 5432.721191
	Iteration 31Q: 3 clusters Score -4359637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -4359638.000000 Penalty: 5432.721191
	Iteration 32Q: 3 clusters Score -4359638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 56371 members 
Entering Unmasked Estep 
Score: -4359642.500000 Penalty: 5432.721191
	Iteration 33Q: 3 clusters Score -4359642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -4359649.500000 Penalty: 5432.721191
	Iteration 34Q: 3 clusters Score -4359650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 56388 members 
Entering Unmasked Estep 
Score: -4359654.500000 Penalty: 5432.721191
	Iteration 35Q: 3 clusters Score -4359654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 56404 members 
Entering Unmasked Estep 
Score: -4359671.500000 Penalty: 5432.721191
	Iteration 36Q: 3 clusters Score -4359672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 56419 members 
Entering Unmasked Estep 
Score: -4359678.500000 Penalty: 5432.721191
	Iteration 37Q: 3 clusters Score -4359678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 56434 members 
Entering Unmasked Estep 
Score: -4359688.000000 Penalty: 5432.721191
	Iteration 38Q: 3 clusters Score -4359688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -4359693.500000 Penalty: 5432.721191
	Iteration 39Q: 3 clusters Score -4359694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 56439 members 
Entering Unmasked Estep 
Score: -4359694.500000 Penalty: 5432.721191
	Iteration 40F: 3 clusters Score -4359694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 56443 members 
Entering Unmasked Estep 
Score: -4359694.000000 Penalty: 5432.721191
	Iteration 41Q: 3 clusters Score -4359694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 56445 members 
Entering Unmasked Estep 
Score: -4359695.000000 Penalty: 5432.721191
	Iteration 42Q: 3 clusters Score -4359695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 56448 members 
Entering Unmasked Estep 
Score: -4359696.500000 Penalty: 5432.721191
	Iteration 43Q: 3 clusters Score -4359696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 56449 members 
Entering Unmasked Estep 
Score: -4359698.500000 Penalty: 5432.721191
	Iteration 44Q: 3 clusters Score -4359698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 56449 members 
Entering Unmasked Estep 
Score: -4359698.500000 Penalty: 5432.721191
	Iteration 45F: 3 clusters Score -4359698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Entering Unmasked Estep 
Score: -319117.906250 Penalty: 2070.320068
	Iteration 0F: 2 clusters Score -319117.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -315035.781250 Penalty: 4140.640137
	Iteration 0F: 3 clusters Score -315035.8 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -315970.312500 Penalty: 4140.640137
	Iteration 1F: 3 clusters Score -315970.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -316323.218750 Penalty: 4140.640137
	Iteration 2F: 3 clusters Score -316323.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -316571.656250 Penalty: 4140.640137
	Iteration 3F: 3 clusters Score -316571.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -316791.812500 Penalty: 4140.640137
	Iteration 4F: 3 clusters Score -316791.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -317013.406250 Penalty: 4140.640137
	Iteration 5F: 3 clusters Score -317013.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -317180.093750 Penalty: 4140.640137
	Iteration 6Q: 3 clusters Score -317180.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -317322.500000 Penalty: 4140.640137
	Iteration 7Q: 3 clusters Score -317322.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -317406.500000 Penalty: 4140.640137
	Iteration 8Q: 3 clusters Score -317406.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -317465.937500 Penalty: 4140.640137
	Iteration 9Q: 3 clusters Score -317465.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -317509.093750 Penalty: 4140.640137
	Iteration 10Q: 3 clusters Score -317509.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -317550.968750 Penalty: 4140.640137
	Iteration 11Q: 3 clusters Score -317551 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -317588.250000 Penalty: 4140.640137
	Iteration 12Q: 3 clusters Score -317588.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -317609.093750 Penalty: 4140.640137
	Iteration 13Q: 3 clusters Score -317609.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -317625.281250 Penalty: 4140.640137
	Iteration 14Q: 3 clusters Score -317625.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -317638.718750 Penalty: 4140.640137
	Iteration 15Q: 3 clusters Score -317638.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -317650.562500 Penalty: 4140.640137
	Iteration 16Q: 3 clusters Score -317650.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -317662.906250 Penalty: 4140.640137
	Iteration 17Q: 3 clusters Score -317662.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -317675.687500 Penalty: 4140.640137
	Iteration 18Q: 3 clusters Score -317675.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -317686.875000 Penalty: 4140.640137
	Iteration 19Q: 3 clusters Score -317686.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -317697.406250 Penalty: 4140.640137
	Iteration 20F: 3 clusters Score -317697.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -317707.187500 Penalty: 4140.640137
	Iteration 21Q: 3 clusters Score -317707.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -317715.968750 Penalty: 4140.640137
	Iteration 22Q: 3 clusters Score -317716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -317728.437500 Penalty: 4140.640137
	Iteration 23Q: 3 clusters Score -317728.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -317741.875000 Penalty: 4140.640137
	Iteration 24Q: 3 clusters Score -317741.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -317756.000000 Penalty: 4140.640137
	Iteration 25Q: 3 clusters Score -317756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -317768.343750 Penalty: 4140.640137
	Iteration 26Q: 3 clusters Score -317768.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -317775.281250 Penalty: 4140.640137
	Iteration 27Q: 3 clusters Score -317775.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -317782.062500 Penalty: 4140.640137
	Iteration 28Q: 3 clusters Score -317782.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -317787.625000 Penalty: 4140.640137
	Iteration 29Q: 3 clusters Score -317787.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -317792.187500 Penalty: 4140.640137
	Iteration 30Q: 3 clusters Score -317792.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -317794.718750 Penalty: 4140.640137
	Iteration 31Q: 3 clusters Score -317794.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -317797.250000 Penalty: 4140.640137
	Iteration 32Q: 3 clusters Score -317797.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -317801.125000 Penalty: 4140.640137
	Iteration 33Q: 3 clusters Score -317801.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -317805.875000 Penalty: 4140.640137
	Iteration 34Q: 3 clusters Score -317805.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -317811.343750 Penalty: 4140.640137
	Iteration 35Q: 3 clusters Score -317811.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -317816.156250 Penalty: 4140.640137
	Iteration 36Q: 3 clusters Score -317816.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -317819.656250 Penalty: 4140.640137
	Iteration 37Q: 3 clusters Score -317819.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -317824.812500 Penalty: 4140.640137
	Iteration 38Q: 3 clusters Score -317824.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -317826.625000 Penalty: 4140.640137
	Iteration 39Q: 3 clusters Score -317826.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -317829.312500 Penalty: 4140.640137
	Iteration 40F: 3 clusters Score -317829.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -317831.937500 Penalty: 4140.640137
	Iteration 41Q: 3 clusters Score -317831.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -317835.281250 Penalty: 4140.640137
	Iteration 42Q: 3 clusters Score -317835.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -317836.968750 Penalty: 4140.640137
	Iteration 43Q: 3 clusters Score -317837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -317838.843750 Penalty: 4140.640137
	Iteration 44Q: 3 clusters Score -317838.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -317839.937500 Penalty: 4140.640137
	Iteration 45Q: 3 clusters Score -317839.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -317841.406250 Penalty: 4140.640137
	Iteration 46Q: 3 clusters Score -317841.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -317842.500000 Penalty: 4140.640137
	Iteration 47Q: 3 clusters Score -317842.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -317843.843750 Penalty: 4140.640137
	Iteration 48Q: 3 clusters Score -317843.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -317843.843750 Penalty: 4140.640137
	Iteration 49F: 3 clusters Score -317843.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -167258.375000 Penalty: 1931.270752
	Iteration 0F: 2 clusters Score -167258.4 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 1221 members 
Entering Unmasked Estep 
Score: -164383.234375 Penalty: 3862.541504
	Iteration 0F: 3 clusters Score -164383.2 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -164933.968750 Penalty: 3862.541504
	Iteration 1F: 3 clusters Score -164934 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -165084.687500 Penalty: 3862.541504
	Iteration 2F: 3 clusters Score -165084.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -165168.875000 Penalty: 3862.541504
	Iteration 3Q: 3 clusters Score -165168.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -165236.953125 Penalty: 3862.541504
	Iteration 4Q: 3 clusters Score -165237 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -165315.578125 Penalty: 3862.541504
	Iteration 5Q: 3 clusters Score -165315.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -165445.234375 Penalty: 3862.541504
	Iteration 6Q: 3 clusters Score -165445.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -165730.203125 Penalty: 3862.541504
	Iteration 7F: 3 clusters Score -165730.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -166164.781250 Penalty: 3862.541504
	Iteration 8F: 3 clusters Score -166164.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -166356.218750 Penalty: 3862.541504
	Iteration 9F: 3 clusters Score -166356.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -166536.375000 Penalty: 3862.541504
	Iteration 10F: 3 clusters Score -166536.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -166659.890625 Penalty: 3862.541504
	Iteration 11Q: 3 clusters Score -166659.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -166748.390625 Penalty: 3862.541504
	Iteration 12Q: 3 clusters Score -166748.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -166787.546875 Penalty: 3862.541504
	Iteration 13Q: 3 clusters Score -166787.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -166811.671875 Penalty: 3862.541504
	Iteration 14Q: 3 clusters Score -166811.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -166817.968750 Penalty: 3862.541504
	Iteration 15Q: 3 clusters Score -166818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -166822.890625 Penalty: 3862.541504
	Iteration 16Q: 3 clusters Score -166822.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -166823.531250 Penalty: 3862.541504
	Iteration 17Q: 3 clusters Score -166823.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -166823.531250 Penalty: 3862.541504
	Iteration 18F: 3 clusters Score -166823.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Entering Unmasked Estep 
Score: -894919.250000 Penalty: 2324.959473
	Iteration 0F: 2 clusters Score -894919.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -886071.187500 Penalty: 4649.918945
	Iteration 0F: 3 clusters Score -886071.2 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -888745.312500 Penalty: 4649.918945
	Iteration 1F: 3 clusters Score -888745.3 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -889080.562500 Penalty: 4649.918945
	Iteration 2F: 3 clusters Score -889080.6 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -889359.750000 Penalty: 4649.918945
	Iteration 3F: 3 clusters Score -889359.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -889631.375000 Penalty: 4649.918945
	Iteration 4Q: 3 clusters Score -889631.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -889924.812500 Penalty: 4649.918945
	Iteration 5Q: 3 clusters Score -889924.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -890221.250000 Penalty: 4649.918945
	Iteration 6Q: 3 clusters Score -890221.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -890537.437500 Penalty: 4649.918945
	Iteration 7Q: 3 clusters Score -890537.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -890883.687500 Penalty: 4649.918945
	Iteration 8Q: 3 clusters Score -890883.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -891195.312500 Penalty: 4649.918945
	Iteration 9Q: 3 clusters Score -891195.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -891491.000000 Penalty: 4649.918945
	Iteration 10Q: 3 clusters Score -891491 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -891760.062500 Penalty: 4649.918945
	Iteration 11Q: 3 clusters Score -891760.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -891948.250000 Penalty: 4649.918945
	Iteration 12Q: 3 clusters Score -891948.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -892117.375000 Penalty: 4649.918945
	Iteration 13Q: 3 clusters Score -892117.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -892269.812500 Penalty: 4649.918945
	Iteration 14Q: 3 clusters Score -892269.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -892383.625000 Penalty: 4649.918945
	Iteration 15Q: 3 clusters Score -892383.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -892480.875000 Penalty: 4649.918945
	Iteration 16Q: 3 clusters Score -892480.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -892548.687500 Penalty: 4649.918945
	Iteration 17Q: 3 clusters Score -892548.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -892617.125000 Penalty: 4649.918945
	Iteration 18Q: 3 clusters Score -892617.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -892679.812500 Penalty: 4649.918945
	Iteration 19Q: 3 clusters Score -892679.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -892718.062500 Penalty: 4649.918945
	Iteration 20F: 3 clusters Score -892718.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -892754.500000 Penalty: 4649.918945
	Iteration 21Q: 3 clusters Score -892754.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -892785.375000 Penalty: 4649.918945
	Iteration 22Q: 3 clusters Score -892785.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -892803.687500 Penalty: 4649.918945
	Iteration 23Q: 3 clusters Score -892803.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -892817.062500 Penalty: 4649.918945
	Iteration 24Q: 3 clusters Score -892817.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -892826.250000 Penalty: 4649.918945
	Iteration 25Q: 3 clusters Score -892826.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -892836.625000 Penalty: 4649.918945
	Iteration 26Q: 3 clusters Score -892836.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -892845.375000 Penalty: 4649.918945
	Iteration 27Q: 3 clusters Score -892845.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -892854.187500 Penalty: 4649.918945
	Iteration 28Q: 3 clusters Score -892854.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -892861.062500 Penalty: 4649.918945
	Iteration 29Q: 3 clusters Score -892861.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -892866.125000 Penalty: 4649.918945
	Iteration 30Q: 3 clusters Score -892866.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -892874.625000 Penalty: 4649.918945
	Iteration 31Q: 3 clusters Score -892874.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -892879.937500 Penalty: 4649.918945
	Iteration 32Q: 3 clusters Score -892879.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -892881.437500 Penalty: 4649.918945
	Iteration 33Q: 3 clusters Score -892881.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -892888.437500 Penalty: 4649.918945
	Iteration 34Q: 3 clusters Score -892888.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -892891.437500 Penalty: 4649.918945
	Iteration 35Q: 3 clusters Score -892891.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -892892.750000 Penalty: 4649.918945
	Iteration 36Q: 3 clusters Score -892892.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -892892.750000 Penalty: 4649.918945
	Iteration 37F: 3 clusters Score -892892.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Entering Unmasked Estep 
Score: -587332.062500 Penalty: 2217.178467
	Iteration 0F: 2 clusters Score -587332.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -581184.687500 Penalty: 4434.356934
	Iteration 0F: 3 clusters Score -581184.7 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -582866.062500 Penalty: 4434.356934
	Iteration 1F: 3 clusters Score -582866.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -583145.375000 Penalty: 4434.356934
	Iteration 2F: 3 clusters Score -583145.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -583327.437500 Penalty: 4434.356934
	Iteration 3Q: 3 clusters Score -583327.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -583459.625000 Penalty: 4434.356934
	Iteration 4Q: 3 clusters Score -583459.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -583564.687500 Penalty: 4434.356934
	Iteration 5Q: 3 clusters Score -583564.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -583653.062500 Penalty: 4434.356934
	Iteration 6Q: 3 clusters Score -583653.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -583733.437500 Penalty: 4434.356934
	Iteration 7Q: 3 clusters Score -583733.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -583801.250000 Penalty: 4434.356934
	Iteration 8Q: 3 clusters Score -583801.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -583860.687500 Penalty: 4434.356934
	Iteration 9Q: 3 clusters Score -583860.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -583918.125000 Penalty: 4434.356934
	Iteration 10Q: 3 clusters Score -583918.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -583980.875000 Penalty: 4434.356934
	Iteration 11Q: 3 clusters Score -583980.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -584029.000000 Penalty: 4434.356934
	Iteration 12Q: 3 clusters Score -584029 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -584086.500000 Penalty: 4434.356934
	Iteration 13Q: 3 clusters Score -584086.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -584140.562500 Penalty: 4434.356934
	Iteration 14Q: 3 clusters Score -584140.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -584192.187500 Penalty: 4434.356934
	Iteration 15Q: 3 clusters Score -584192.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -584240.125000 Penalty: 4434.356934
	Iteration 16Q: 3 clusters Score -584240.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -584286.125000 Penalty: 4434.356934
	Iteration 17Q: 3 clusters Score -584286.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -584319.187500 Penalty: 4434.356934
	Iteration 18Q: 3 clusters Score -584319.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -584350.250000 Penalty: 4434.356934
	Iteration 19Q: 3 clusters Score -584350.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -584387.250000 Penalty: 4434.356934
	Iteration 20F: 3 clusters Score -584387.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -584426.250000 Penalty: 4434.356934
	Iteration 21Q: 3 clusters Score -584426.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -584454.437500 Penalty: 4434.356934
	Iteration 22Q: 3 clusters Score -584454.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -584478.750000 Penalty: 4434.356934
	Iteration 23Q: 3 clusters Score -584478.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -584505.000000 Penalty: 4434.356934
	Iteration 24Q: 3 clusters Score -584505 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -584526.000000 Penalty: 4434.356934
	Iteration 25Q: 3 clusters Score -584526 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -584550.312500 Penalty: 4434.356934
	Iteration 26Q: 3 clusters Score -584550.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -584570.875000 Penalty: 4434.356934
	Iteration 27Q: 3 clusters Score -584570.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -584594.687500 Penalty: 4434.356934
	Iteration 28Q: 3 clusters Score -584594.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -584620.687500 Penalty: 4434.356934
	Iteration 29Q: 3 clusters Score -584620.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -584650.625000 Penalty: 4434.356934
	Iteration 30Q: 3 clusters Score -584650.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -584675.500000 Penalty: 4434.356934
	Iteration 31Q: 3 clusters Score -584675.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -584700.625000 Penalty: 4434.356934
	Iteration 32Q: 3 clusters Score -584700.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -584726.250000 Penalty: 4434.356934
	Iteration 33Q: 3 clusters Score -584726.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -584746.375000 Penalty: 4434.356934
	Iteration 34Q: 3 clusters Score -584746.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -584760.312500 Penalty: 4434.356934
	Iteration 35Q: 3 clusters Score -584760.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -584772.250000 Penalty: 4434.356934
	Iteration 36Q: 3 clusters Score -584772.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -584785.250000 Penalty: 4434.356934
	Iteration 37Q: 3 clusters Score -584785.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -584801.875000 Penalty: 4434.356934
	Iteration 38Q: 3 clusters Score -584801.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -584821.687500 Penalty: 4434.356934
	Iteration 39Q: 3 clusters Score -584821.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -584841.000000 Penalty: 4434.356934
	Iteration 40F: 3 clusters Score -584841 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -584854.875000 Penalty: 4434.356934
	Iteration 41Q: 3 clusters Score -584854.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -584871.000000 Penalty: 4434.356934
	Iteration 42Q: 3 clusters Score -584871 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -584883.437500 Penalty: 4434.356934
	Iteration 43Q: 3 clusters Score -584883.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -584893.500000 Penalty: 4434.356934
	Iteration 44Q: 3 clusters Score -584893.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -584905.937500 Penalty: 4434.356934
	Iteration 45Q: 3 clusters Score -584905.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -584918.500000 Penalty: 4434.356934
	Iteration 46Q: 3 clusters Score -584918.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -584934.562500 Penalty: 4434.356934
	Iteration 47Q: 3 clusters Score -584934.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -584950.625000 Penalty: 4434.356934
	Iteration 48Q: 3 clusters Score -584950.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -584965.062500 Penalty: 4434.356934
	Iteration 49Q: 3 clusters Score -584965.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -584975.937500 Penalty: 4434.356934
	Iteration 50Q: 3 clusters Score -584975.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -584985.000000 Penalty: 4434.356934
	Iteration 51Q: 3 clusters Score -584985 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -584996.062500 Penalty: 4434.356934
	Iteration 52Q: 3 clusters Score -584996.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -585007.062500 Penalty: 4434.356934
	Iteration 53Q: 3 clusters Score -585007.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -585017.000000 Penalty: 4434.356934
	Iteration 54Q: 3 clusters Score -585017 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -585025.937500 Penalty: 4434.356934
	Iteration 55Q: 3 clusters Score -585025.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -585038.250000 Penalty: 4434.356934
	Iteration 56Q: 3 clusters Score -585038.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -585048.875000 Penalty: 4434.356934
	Iteration 57Q: 3 clusters Score -585048.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -585062.437500 Penalty: 4434.356934
	Iteration 58Q: 3 clusters Score -585062.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -585074.250000 Penalty: 4434.356934
	Iteration 59Q: 3 clusters Score -585074.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -585089.937500 Penalty: 4434.356934
	Iteration 60F: 3 clusters Score -585089.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -585110.375000 Penalty: 4434.356934
	Iteration 61Q: 3 clusters Score -585110.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -585129.500000 Penalty: 4434.356934
	Iteration 62Q: 3 clusters Score -585129.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -585147.250000 Penalty: 4434.356934
	Iteration 63Q: 3 clusters Score -585147.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -585158.687500 Penalty: 4434.356934
	Iteration 64Q: 3 clusters Score -585158.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -585174.312500 Penalty: 4434.356934
	Iteration 65Q: 3 clusters Score -585174.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -585187.562500 Penalty: 4434.356934
	Iteration 66Q: 3 clusters Score -585187.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -585197.937500 Penalty: 4434.356934
	Iteration 67Q: 3 clusters Score -585197.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -585208.312500 Penalty: 4434.356934
	Iteration 68Q: 3 clusters Score -585208.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -585223.812500 Penalty: 4434.356934
	Iteration 69Q: 3 clusters Score -585223.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -585235.375000 Penalty: 4434.356934
	Iteration 70Q: 3 clusters Score -585235.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -585249.187500 Penalty: 4434.356934
	Iteration 71Q: 3 clusters Score -585249.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -585260.812500 Penalty: 4434.356934
	Iteration 72Q: 3 clusters Score -585260.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -585271.125000 Penalty: 4434.356934
	Iteration 73Q: 3 clusters Score -585271.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -585280.875000 Penalty: 4434.356934
	Iteration 74Q: 3 clusters Score -585280.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -585290.500000 Penalty: 4434.356934
	Iteration 75Q: 3 clusters Score -585290.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -585299.312500 Penalty: 4434.356934
	Iteration 76Q: 3 clusters Score -585299.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -585305.500000 Penalty: 4434.356934
	Iteration 77Q: 3 clusters Score -585305.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -585311.250000 Penalty: 4434.356934
	Iteration 78Q: 3 clusters Score -585311.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -585316.000000 Penalty: 4434.356934
	Iteration 79Q: 3 clusters Score -585316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -585320.000000 Penalty: 4434.356934
	Iteration 80F: 3 clusters Score -585320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -585327.250000 Penalty: 4434.356934
	Iteration 81Q: 3 clusters Score -585327.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -585328.750000 Penalty: 4434.356934
	Iteration 82Q: 3 clusters Score -585328.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -585333.125000 Penalty: 4434.356934
	Iteration 83Q: 3 clusters Score -585333.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -585335.375000 Penalty: 4434.356934
	Iteration 84Q: 3 clusters Score -585335.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -585340.437500 Penalty: 4434.356934
	Iteration 85Q: 3 clusters Score -585340.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -585347.937500 Penalty: 4434.356934
	Iteration 86Q: 3 clusters Score -585347.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -585350.562500 Penalty: 4434.356934
	Iteration 87Q: 3 clusters Score -585350.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -585356.312500 Penalty: 4434.356934
	Iteration 88Q: 3 clusters Score -585356.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -585358.750000 Penalty: 4434.356934
	Iteration 89Q: 3 clusters Score -585358.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -585362.000000 Penalty: 4434.356934
	Iteration 90Q: 3 clusters Score -585362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -585362.437500 Penalty: 4434.356934
	Iteration 91Q: 3 clusters Score -585362.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -585366.062500 Penalty: 4434.356934
	Iteration 92Q: 3 clusters Score -585366.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -585365.625000 Penalty: 4434.356934
	Iteration 93Q: 3 clusters Score -585365.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -585369.625000 Penalty: 4434.356934
	Iteration 94Q: 3 clusters Score -585369.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -585371.375000 Penalty: 4434.356934
	Iteration 95Q: 3 clusters Score -585371.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -585373.625000 Penalty: 4434.356934
	Iteration 96Q: 3 clusters Score -585373.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -585375.375000 Penalty: 4434.356934
	Iteration 97Q: 3 clusters Score -585375.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -585377.000000 Penalty: 4434.356934
	Iteration 98Q: 3 clusters Score -585377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -585377.625000 Penalty: 4434.356934
	Iteration 99Q: 3 clusters Score -585377.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -585377.562500 Penalty: 4434.356934
	Iteration 100F: 3 clusters Score -585377.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -585378.000000 Penalty: 4434.356934
	Iteration 101Q: 3 clusters Score -585378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -585378.875000 Penalty: 4434.356934
	Iteration 102Q: 3 clusters Score -585378.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -585377.687500 Penalty: 4434.356934
	Iteration 103Q: 3 clusters Score -585377.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -585378.437500 Penalty: 4434.356934
	Iteration 104Q: 3 clusters Score -585378.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -585378.937500 Penalty: 4434.356934
	Iteration 105Q: 3 clusters Score -585378.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -585378.937500 Penalty: 4434.356934
	Iteration 106F: 3 clusters Score -585378.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (163659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163659 members 
Entering Unmasked Estep 
Score: -12410323.000000 Penalty: 2977.373779
	Iteration 0F: 2 clusters Score -1.241032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81911 members 
Mstep: Class 2 contains 81748 members 
Entering Unmasked Estep 
Score: -12300869.000000 Penalty: 5954.747559
	Iteration 0F: 3 clusters Score -1.230087e+07 nChanged 78458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83627 members 
Mstep: Class 2 contains 80032 members 
Entering Unmasked Estep 
Score: -12345766.000000 Penalty: 5954.747559
	Iteration 1F: 3 clusters Score -1.234577e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84445 members 
Mstep: Class 2 contains 79214 members 
Entering Unmasked Estep 
Score: -12346666.000000 Penalty: 5954.747559
	Iteration 2Q: 3 clusters Score -1.234667e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85869 members 
Mstep: Class 2 contains 77790 members 
Entering Unmasked Estep 
Score: -12347372.000000 Penalty: 5954.747559
	Iteration 3Q: 3 clusters Score -1.234737e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88127 members 
Mstep: Class 2 contains 75532 members 
Entering Unmasked Estep 
Score: -12348454.000000 Penalty: 5954.747559
	Iteration 4Q: 3 clusters Score -1.234845e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91584 members 
Mstep: Class 2 contains 72075 members 
Entering Unmasked Estep 
Score: -12350040.000000 Penalty: 5954.747559
	Iteration 5Q: 3 clusters Score -1.235004e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96781 members 
Mstep: Class 2 contains 66878 members 
Entering Unmasked Estep 
Score: -12352495.000000 Penalty: 5954.747559
	Iteration 6Q: 3 clusters Score -1.23525e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104506 members 
Mstep: Class 2 contains 59153 members 
Entering Unmasked Estep 
Score: -12356856.000000 Penalty: 5954.747559
	Iteration 7F: 3 clusters Score -1.235686e+07 nChanged 11159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115215 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
Score: -12364320.000000 Penalty: 5954.747559
	Iteration 8F: 3 clusters Score -1.236432e+07 nChanged 13759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128690 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -12375855.000000 Penalty: 5954.747559
	Iteration 9F: 3 clusters Score -1.237586e+07 nChanged 13770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142358 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -12388623.000000 Penalty: 5954.747559
	Iteration 10F: 3 clusters Score -1.238862e+07 nChanged 10283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152619 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -12398356.000000 Penalty: 5954.747559
	Iteration 11F: 3 clusters Score -1.239836e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158370 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -12403742.000000 Penalty: 5954.747559
	Iteration 12Q: 3 clusters Score -1.240374e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160986 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -12406189.000000 Penalty: 5954.747559
	Iteration 13Q: 3 clusters Score -1.240619e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161958 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -12407133.000000 Penalty: 5954.747559
	Iteration 14Q: 3 clusters Score -1.240713e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162322 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -12407594.000000 Penalty: 5954.747559
	Iteration 15Q: 3 clusters Score -1.240759e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162474 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -12407769.000000 Penalty: 5954.747559
	Iteration 16Q: 3 clusters Score -1.240777e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162555 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -12407880.000000 Penalty: 5954.747559
	Iteration 17Q: 3 clusters Score -1.240788e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162595 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -12407958.000000 Penalty: 5954.747559
	Iteration 18Q: 3 clusters Score -1.240796e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162624 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -12407983.000000 Penalty: 5954.747559
	Iteration 19Q: 3 clusters Score -1.240798e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162651 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -12408010.000000 Penalty: 5954.747559
	Iteration 20F: 3 clusters Score -1.240801e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162672 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -12408039.000000 Penalty: 5954.747559
	Iteration 21Q: 3 clusters Score -1.240804e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162685 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -12408045.000000 Penalty: 5954.747559
	Iteration 22Q: 3 clusters Score -1.240804e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162694 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -12408070.000000 Penalty: 5954.747559
	Iteration 23Q: 3 clusters Score -1.240807e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162706 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -12408100.000000 Penalty: 5954.747559
	Iteration 24Q: 3 clusters Score -1.24081e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162717 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -12408093.000000 Penalty: 5954.747559
	Iteration 25Q: 3 clusters Score -1.240809e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162723 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -12408113.000000 Penalty: 5954.747559
	Iteration 26Q: 3 clusters Score -1.240811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162725 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -12408114.000000 Penalty: 5954.747559
	Iteration 27Q: 3 clusters Score -1.240811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162726 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -12408118.000000 Penalty: 5954.747559
	Iteration 28Q: 3 clusters Score -1.240812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162726 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -12408118.000000 Penalty: 5954.747559
	Iteration 29F: 3 clusters Score -1.240812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Entering Unmasked Estep 
Score: -235241.078125 Penalty: 2027.046753
	Iteration 0F: 2 clusters Score -235241.1 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 1747 members 
Entering Unmasked Estep 
Score: -231644.453125 Penalty: 4054.093506
	Iteration 0F: 3 clusters Score -231644.5 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -232459.406250 Penalty: 4054.093506
	Iteration 1F: 3 clusters Score -232459.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -232663.859375 Penalty: 4054.093506
	Iteration 2F: 3 clusters Score -232663.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -232785.718750 Penalty: 4054.093506
	Iteration 3F: 3 clusters Score -232785.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -232860.078125 Penalty: 4054.093506
	Iteration 4Q: 3 clusters Score -232860.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -232918.015625 Penalty: 4054.093506
	Iteration 5Q: 3 clusters Score -232918 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -232959.421875 Penalty: 4054.093506
	Iteration 6Q: 3 clusters Score -232959.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -232996.484375 Penalty: 4054.093506
	Iteration 7Q: 3 clusters Score -232996.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -233026.828125 Penalty: 4054.093506
	Iteration 8Q: 3 clusters Score -233026.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -233052.875000 Penalty: 4054.093506
	Iteration 9Q: 3 clusters Score -233052.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -233084.171875 Penalty: 4054.093506
	Iteration 10Q: 3 clusters Score -233084.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -233118.484375 Penalty: 4054.093506
	Iteration 11Q: 3 clusters Score -233118.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -233143.375000 Penalty: 4054.093506
	Iteration 12Q: 3 clusters Score -233143.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -233168.390625 Penalty: 4054.093506
	Iteration 13Q: 3 clusters Score -233168.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -233202.093750 Penalty: 4054.093506
	Iteration 14Q: 3 clusters Score -233202.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -233226.187500 Penalty: 4054.093506
	Iteration 15Q: 3 clusters Score -233226.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -233245.171875 Penalty: 4054.093506
	Iteration 16Q: 3 clusters Score -233245.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -233265.890625 Penalty: 4054.093506
	Iteration 17Q: 3 clusters Score -233265.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -233289.562500 Penalty: 4054.093506
	Iteration 18Q: 3 clusters Score -233289.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -233307.187500 Penalty: 4054.093506
	Iteration 19Q: 3 clusters Score -233307.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -233320.843750 Penalty: 4054.093506
	Iteration 20F: 3 clusters Score -233320.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -233330.265625 Penalty: 4054.093506
	Iteration 21Q: 3 clusters Score -233330.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -233337.640625 Penalty: 4054.093506
	Iteration 22Q: 3 clusters Score -233337.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -233344.359375 Penalty: 4054.093506
	Iteration 23Q: 3 clusters Score -233344.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -233351.546875 Penalty: 4054.093506
	Iteration 24Q: 3 clusters Score -233351.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -233361.906250 Penalty: 4054.093506
	Iteration 25Q: 3 clusters Score -233361.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -233369.937500 Penalty: 4054.093506
	Iteration 26Q: 3 clusters Score -233369.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -233378.968750 Penalty: 4054.093506
	Iteration 27Q: 3 clusters Score -233379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -233383.484375 Penalty: 4054.093506
	Iteration 28Q: 3 clusters Score -233383.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -233386.531250 Penalty: 4054.093506
	Iteration 29Q: 3 clusters Score -233386.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -233388.015625 Penalty: 4054.093506
	Iteration 30Q: 3 clusters Score -233388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -233388.265625 Penalty: 4054.093506
	Iteration 31Q: 3 clusters Score -233388.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -233388.109375 Penalty: 4054.093506
	Iteration 32Q: 3 clusters Score -233388.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -233389.140625 Penalty: 4054.093506
	Iteration 33Q: 3 clusters Score -233389.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -233389.656250 Penalty: 4054.093506
	Iteration 34Q: 3 clusters Score -233389.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -233390.531250 Penalty: 4054.093506
	Iteration 35Q: 3 clusters Score -233390.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -233390.531250 Penalty: 4054.093506
	Iteration 36Q: 3 clusters Score -233390.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -233391.265625 Penalty: 4054.093506
	Iteration 37Q: 3 clusters Score -233391.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -233393.531250 Penalty: 4054.093506
	Iteration 38Q: 3 clusters Score -233393.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -233396.218750 Penalty: 4054.093506
	Iteration 39Q: 3 clusters Score -233396.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -233397.015625 Penalty: 4054.093506
	Iteration 40F: 3 clusters Score -233397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -233398.078125 Penalty: 4054.093506
	Iteration 41Q: 3 clusters Score -233398.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -233399.140625 Penalty: 4054.093506
	Iteration 42Q: 3 clusters Score -233399.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -233400.093750 Penalty: 4054.093506
	Iteration 43Q: 3 clusters Score -233400.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -233400.812500 Penalty: 4054.093506
	Iteration 44Q: 3 clusters Score -233400.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -233401.109375 Penalty: 4054.093506
	Iteration 45Q: 3 clusters Score -233401.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -233401.937500 Penalty: 4054.093506
	Iteration 46Q: 3 clusters Score -233401.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -233401.843750 Penalty: 4054.093506
	Iteration 47Q: 3 clusters Score -233401.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -233403.140625 Penalty: 4054.093506
	Iteration 48Q: 3 clusters Score -233403.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -233403.953125 Penalty: 4054.093506
	Iteration 49Q: 3 clusters Score -233404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -233403.953125 Penalty: 4054.093506
	Iteration 50F: 3 clusters Score -233404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Entering Unmasked Estep 
Score: -340013.531250 Penalty: 2105.628662
	Iteration 0F: 2 clusters Score -340013.5 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 2410 members 
Entering Unmasked Estep 
Score: -335592.312500 Penalty: 4211.257324
	Iteration 0F: 3 clusters Score -335592.3 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -336609.781250 Penalty: 4211.257324
	Iteration 1F: 3 clusters Score -336609.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -336850.187500 Penalty: 4211.257324
	Iteration 2F: 3 clusters Score -336850.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -337027.812500 Penalty: 4211.257324
	Iteration 3F: 3 clusters Score -337027.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -337164.781250 Penalty: 4211.257324
	Iteration 4Q: 3 clusters Score -337164.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -337257.468750 Penalty: 4211.257324
	Iteration 5Q: 3 clusters Score -337257.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -337352.812500 Penalty: 4211.257324
	Iteration 6Q: 3 clusters Score -337352.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -337443.031250 Penalty: 4211.257324
	Iteration 7Q: 3 clusters Score -337443 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -337530.750000 Penalty: 4211.257324
	Iteration 8Q: 3 clusters Score -337530.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -337630.031250 Penalty: 4211.257324
	Iteration 9Q: 3 clusters Score -337630 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -337718.875000 Penalty: 4211.257324
	Iteration 10Q: 3 clusters Score -337718.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -337809.406250 Penalty: 4211.257324
	Iteration 11Q: 3 clusters Score -337809.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -337891.812500 Penalty: 4211.257324
	Iteration 12Q: 3 clusters Score -337891.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -337965.062500 Penalty: 4211.257324
	Iteration 13Q: 3 clusters Score -337965.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -338026.500000 Penalty: 4211.257324
	Iteration 14Q: 3 clusters Score -338026.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -338078.750000 Penalty: 4211.257324
	Iteration 15Q: 3 clusters Score -338078.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -338120.093750 Penalty: 4211.257324
	Iteration 16Q: 3 clusters Score -338120.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -338161.812500 Penalty: 4211.257324
	Iteration 17Q: 3 clusters Score -338161.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -338204.843750 Penalty: 4211.257324
	Iteration 18Q: 3 clusters Score -338204.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -338249.968750 Penalty: 4211.257324
	Iteration 19Q: 3 clusters Score -338250 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -338286.500000 Penalty: 4211.257324
	Iteration 20F: 3 clusters Score -338286.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -338310.531250 Penalty: 4211.257324
	Iteration 21Q: 3 clusters Score -338310.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -338332.031250 Penalty: 4211.257324
	Iteration 22Q: 3 clusters Score -338332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -338345.781250 Penalty: 4211.257324
	Iteration 23Q: 3 clusters Score -338345.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -338354.031250 Penalty: 4211.257324
	Iteration 24Q: 3 clusters Score -338354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -338363.343750 Penalty: 4211.257324
	Iteration 25Q: 3 clusters Score -338363.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -338369.000000 Penalty: 4211.257324
	Iteration 26Q: 3 clusters Score -338369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -338373.468750 Penalty: 4211.257324
	Iteration 27Q: 3 clusters Score -338373.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -338375.781250 Penalty: 4211.257324
	Iteration 28Q: 3 clusters Score -338375.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -338377.750000 Penalty: 4211.257324
	Iteration 29Q: 3 clusters Score -338377.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -338378.062500 Penalty: 4211.257324
	Iteration 30Q: 3 clusters Score -338378.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -338381.312500 Penalty: 4211.257324
	Iteration 31Q: 3 clusters Score -338381.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -338383.656250 Penalty: 4211.257324
	Iteration 32Q: 3 clusters Score -338383.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -338386.093750 Penalty: 4211.257324
	Iteration 33Q: 3 clusters Score -338386.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -338387.500000 Penalty: 4211.257324
	Iteration 34Q: 3 clusters Score -338387.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -338387.625000 Penalty: 4211.257324
	Iteration 35Q: 3 clusters Score -338387.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -338389.875000 Penalty: 4211.257324
	Iteration 36Q: 3 clusters Score -338389.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -338392.750000 Penalty: 4211.257324
	Iteration 37Q: 3 clusters Score -338392.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -338393.812500 Penalty: 4211.257324
	Iteration 38Q: 3 clusters Score -338393.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -338395.062500 Penalty: 4211.257324
	Iteration 39Q: 3 clusters Score -338395.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -338395.968750 Penalty: 4211.257324
	Iteration 40F: 3 clusters Score -338396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -338396.937500 Penalty: 4211.257324
	Iteration 41Q: 3 clusters Score -338396.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -338397.687500 Penalty: 4211.257324
	Iteration 42Q: 3 clusters Score -338397.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -338398.937500 Penalty: 4211.257324
	Iteration 43Q: 3 clusters Score -338398.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -338399.218750 Penalty: 4211.257324
	Iteration 44Q: 3 clusters Score -338399.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -338399.218750 Penalty: 4211.257324
	Iteration 45F: 3 clusters Score -338399.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Entering Unmasked Estep 
Score: -86141.570312 Penalty: 1769.453003
	Iteration 0F: 2 clusters Score -86141.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -84049.218750 Penalty: 3538.906006
	Iteration 0F: 3 clusters Score -84049.22 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -84405.390625 Penalty: 3538.906006
	Iteration 1F: 3 clusters Score -84405.39 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -84577.203125 Penalty: 3538.906006
	Iteration 2F: 3 clusters Score -84577.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -84719.523438 Penalty: 3538.906006
	Iteration 3F: 3 clusters Score -84719.52 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -84868.671875 Penalty: 3538.906006
	Iteration 4F: 3 clusters Score -84868.67 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -85053.562500 Penalty: 3538.906006
	Iteration 5F: 3 clusters Score -85053.56 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -85295.601562 Penalty: 3538.906006
	Iteration 6F: 3 clusters Score -85295.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -85563.023438 Penalty: 3538.906006
	Iteration 7F: 3 clusters Score -85563.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -85659.289062 Penalty: 3538.906006
	Iteration 8Q: 3 clusters Score -85659.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -85696.195312 Penalty: 3538.906006
	Iteration 9Q: 3 clusters Score -85696.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -85711.453125 Penalty: 3538.906006
	Iteration 10Q: 3 clusters Score -85711.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -85719.851562 Penalty: 3538.906006
	Iteration 11Q: 3 clusters Score -85719.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -85724.210938 Penalty: 3538.906006
	Iteration 12Q: 3 clusters Score -85724.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -85725.531250 Penalty: 3538.906006
	Iteration 13Q: 3 clusters Score -85725.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -85727.546875 Penalty: 3538.906006
	Iteration 14Q: 3 clusters Score -85727.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -85729.351562 Penalty: 3538.906006
	Iteration 15Q: 3 clusters Score -85729.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -85729.351562 Penalty: 3538.906006
	Iteration 16F: 3 clusters Score -85729.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (93410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93410 members 
Entering Unmasked Estep 
Score: -7104553.000000 Penalty: 2838.298828
	Iteration 0F: 2 clusters Score -7104553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -7042088.000000 Penalty: 5676.597656
	Iteration 0F: 3 clusters Score -7042088 nChanged 43994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -7066882.000000 Penalty: 5676.597656
	Iteration 1F: 3 clusters Score -7066882 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -7067626.000000 Penalty: 5676.597656
	Iteration 2Q: 3 clusters Score -7067626 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -7068416.500000 Penalty: 5676.597656
	Iteration 3Q: 3 clusters Score -7068416 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -7069344.000000 Penalty: 5676.597656
	Iteration 4Q: 3 clusters Score -7069344 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50900 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -7070443.000000 Penalty: 5676.597656
	Iteration 5Q: 3 clusters Score -7070443 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -7072193.000000 Penalty: 5676.597656
	Iteration 6Q: 3 clusters Score -7072193 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -7074653.000000 Penalty: 5676.597656
	Iteration 7F: 3 clusters Score -7074653 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -7078168.500000 Penalty: 5676.597656
	Iteration 8F: 3 clusters Score -7078168 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64860 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -7082717.000000 Penalty: 5676.597656
	Iteration 9F: 3 clusters Score -7082717 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69055 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -7087213.500000 Penalty: 5676.597656
	Iteration 10F: 3 clusters Score -7087214 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72397 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -7090732.500000 Penalty: 5676.597656
	Iteration 11Q: 3 clusters Score -7090732 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74917 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -7092907.500000 Penalty: 5676.597656
	Iteration 12Q: 3 clusters Score -7092908 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76959 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -7094219.000000 Penalty: 5676.597656
	Iteration 13Q: 3 clusters Score -7094219 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78859 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -7095253.000000 Penalty: 5676.597656
	Iteration 14Q: 3 clusters Score -7095253 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80657 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -7096294.500000 Penalty: 5676.597656
	Iteration 15Q: 3 clusters Score -7096294 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82239 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -7097136.500000 Penalty: 5676.597656
	Iteration 16Q: 3 clusters Score -7097136 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83734 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -7097967.000000 Penalty: 5676.597656
	Iteration 17Q: 3 clusters Score -7097967 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85097 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -7098753.000000 Penalty: 5676.597656
	Iteration 18Q: 3 clusters Score -7098753 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -7099414.500000 Penalty: 5676.597656
	Iteration 19Q: 3 clusters Score -7099414 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87169 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -7099940.500000 Penalty: 5676.597656
	Iteration 20F: 3 clusters Score -7099940 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87968 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -7100340.000000 Penalty: 5676.597656
	Iteration 21Q: 3 clusters Score -7100340 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88636 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -7100655.000000 Penalty: 5676.597656
	Iteration 22Q: 3 clusters Score -7100655 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89239 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -7100963.000000 Penalty: 5676.597656
	Iteration 23Q: 3 clusters Score -7100963 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89736 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -7101192.000000 Penalty: 5676.597656
	Iteration 24Q: 3 clusters Score -7101192 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90174 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -7101408.500000 Penalty: 5676.597656
	Iteration 25Q: 3 clusters Score -7101408 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90539 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -7101576.500000 Penalty: 5676.597656
	Iteration 26Q: 3 clusters Score -7101576 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90840 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -7101735.000000 Penalty: 5676.597656
	Iteration 27Q: 3 clusters Score -7101735 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91093 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -7101869.500000 Penalty: 5676.597656
	Iteration 28Q: 3 clusters Score -7101870 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91302 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -7101987.000000 Penalty: 5676.597656
	Iteration 29Q: 3 clusters Score -7101987 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91461 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -7102066.500000 Penalty: 5676.597656
	Iteration 30Q: 3 clusters Score -7102066 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91597 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -7102121.000000 Penalty: 5676.597656
	Iteration 31Q: 3 clusters Score -7102121 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91723 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -7102187.000000 Penalty: 5676.597656
	Iteration 32Q: 3 clusters Score -7102187 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91824 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -7102231.500000 Penalty: 5676.597656
	Iteration 33Q: 3 clusters Score -7102232 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91898 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -7102264.000000 Penalty: 5676.597656
	Iteration 34Q: 3 clusters Score -7102264 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91956 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -7102302.500000 Penalty: 5676.597656
	Iteration 35Q: 3 clusters Score -7102302 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92005 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -7102333.000000 Penalty: 5676.597656
	Iteration 36Q: 3 clusters Score -7102333 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92050 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -7102349.000000 Penalty: 5676.597656
	Iteration 37Q: 3 clusters Score -7102349 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92091 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7102368.000000 Penalty: 5676.597656
	Iteration 38Q: 3 clusters Score -7102368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92121 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -7102383.500000 Penalty: 5676.597656
	Iteration 39Q: 3 clusters Score -7102384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92148 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -7102387.500000 Penalty: 5676.597656
	Iteration 40F: 3 clusters Score -7102388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92161 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7102394.000000 Penalty: 5676.597656
	Iteration 41Q: 3 clusters Score -7102394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92166 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -7102393.500000 Penalty: 5676.597656
	Iteration 42Q: 3 clusters Score -7102394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92172 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7102395.000000 Penalty: 5676.597656
	Iteration 43Q: 3 clusters Score -7102395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92180 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -7102401.500000 Penalty: 5676.597656
	Iteration 44Q: 3 clusters Score -7102402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92193 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -7102411.500000 Penalty: 5676.597656
	Iteration 45Q: 3 clusters Score -7102412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92204 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -7102408.500000 Penalty: 5676.597656
	Iteration 46Q: 3 clusters Score -7102408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92212 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -7102412.500000 Penalty: 5676.597656
	Iteration 47Q: 3 clusters Score -7102412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92216 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -7102409.000000 Penalty: 5676.597656
	Iteration 48Q: 3 clusters Score -7102409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92218 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -7102410.500000 Penalty: 5676.597656
	Iteration 49Q: 3 clusters Score -7102410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92223 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7102409.500000 Penalty: 5676.597656
	Iteration 50Q: 3 clusters Score -7102410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92225 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -7102403.500000 Penalty: 5676.597656
	Iteration 51Q: 3 clusters Score -7102404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92227 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7102406.000000 Penalty: 5676.597656
	Iteration 52Q: 3 clusters Score -7102406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92229 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -7102408.000000 Penalty: 5676.597656
	Iteration 53Q: 3 clusters Score -7102408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92231 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -7102406.000000 Penalty: 5676.597656
	Iteration 54Q: 3 clusters Score -7102406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92233 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -7102404.000000 Penalty: 5676.597656
	Iteration 55Q: 3 clusters Score -7102404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92234 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -7102408.000000 Penalty: 5676.597656
	Iteration 56Q: 3 clusters Score -7102408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92236 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7102416.500000 Penalty: 5676.597656
	Iteration 57Q: 3 clusters Score -7102416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92238 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -7102408.500000 Penalty: 5676.597656
	Iteration 58Q: 3 clusters Score -7102408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92241 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -7102407.500000 Penalty: 5676.597656
	Iteration 59Q: 3 clusters Score -7102408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92242 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7102406.000000 Penalty: 5676.597656
	Iteration 60F: 3 clusters Score -7102406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92244 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7102407.000000 Penalty: 5676.597656
	Iteration 61Q: 3 clusters Score -7102407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92246 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7102410.000000 Penalty: 5676.597656
	Iteration 62Q: 3 clusters Score -7102410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92247 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -7102413.000000 Penalty: 5676.597656
	Iteration 63Q: 3 clusters Score -7102413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92247 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -7102413.000000 Penalty: 5676.597656
	Iteration 64F: 3 clusters Score -7102413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Entering Unmasked Estep 
Score: -814641.562500 Penalty: 2309.105469
	Iteration 0F: 2 clusters Score -814641.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -806336.375000 Penalty: 4618.210938
	Iteration 0F: 3 clusters Score -806336.4 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -808732.500000 Penalty: 4618.210938
	Iteration 1F: 3 clusters Score -808732.5 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -809069.312500 Penalty: 4618.210938
	Iteration 2F: 3 clusters Score -809069.3 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -809314.125000 Penalty: 4618.210938
	Iteration 3F: 3 clusters Score -809314.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -809499.562500 Penalty: 4618.210938
	Iteration 4Q: 3 clusters Score -809499.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -809664.812500 Penalty: 4618.210938
	Iteration 5Q: 3 clusters Score -809664.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -809779.750000 Penalty: 4618.210938
	Iteration 6Q: 3 clusters Score -809779.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -809880.625000 Penalty: 4618.210938
	Iteration 7Q: 3 clusters Score -809880.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -809966.500000 Penalty: 4618.210938
	Iteration 8Q: 3 clusters Score -809966.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -810060.062500 Penalty: 4618.210938
	Iteration 9Q: 3 clusters Score -810060.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -810149.375000 Penalty: 4618.210938
	Iteration 10Q: 3 clusters Score -810149.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -810250.125000 Penalty: 4618.210938
	Iteration 11Q: 3 clusters Score -810250.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -810356.812500 Penalty: 4618.210938
	Iteration 12Q: 3 clusters Score -810356.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -810461.437500 Penalty: 4618.210938
	Iteration 13Q: 3 clusters Score -810461.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -810566.562500 Penalty: 4618.210938
	Iteration 14Q: 3 clusters Score -810566.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -810696.437500 Penalty: 4618.210938
	Iteration 15Q: 3 clusters Score -810696.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -810843.125000 Penalty: 4618.210938
	Iteration 16Q: 3 clusters Score -810843.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -810968.625000 Penalty: 4618.210938
	Iteration 17Q: 3 clusters Score -810968.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -811106.500000 Penalty: 4618.210938
	Iteration 18Q: 3 clusters Score -811106.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -811264.812500 Penalty: 4618.210938
	Iteration 19Q: 3 clusters Score -811264.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -811417.562500 Penalty: 4618.210938
	Iteration 20F: 3 clusters Score -811417.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -811531.562500 Penalty: 4618.210938
	Iteration 21Q: 3 clusters Score -811531.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -811630.062500 Penalty: 4618.210938
	Iteration 22Q: 3 clusters Score -811630.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -811696.000000 Penalty: 4618.210938
	Iteration 23Q: 3 clusters Score -811696 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -811747.750000 Penalty: 4618.210938
	Iteration 24Q: 3 clusters Score -811747.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -811794.250000 Penalty: 4618.210938
	Iteration 25Q: 3 clusters Score -811794.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -811827.812500 Penalty: 4618.210938
	Iteration 26Q: 3 clusters Score -811827.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -811858.312500 Penalty: 4618.210938
	Iteration 27Q: 3 clusters Score -811858.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -811878.000000 Penalty: 4618.210938
	Iteration 28Q: 3 clusters Score -811878 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -811897.625000 Penalty: 4618.210938
	Iteration 29Q: 3 clusters Score -811897.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -811909.687500 Penalty: 4618.210938
	Iteration 30Q: 3 clusters Score -811909.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -811922.937500 Penalty: 4618.210938
	Iteration 31Q: 3 clusters Score -811922.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -811931.375000 Penalty: 4618.210938
	Iteration 32Q: 3 clusters Score -811931.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -811941.562500 Penalty: 4618.210938
	Iteration 33Q: 3 clusters Score -811941.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -811949.250000 Penalty: 4618.210938
	Iteration 34Q: 3 clusters Score -811949.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -811955.625000 Penalty: 4618.210938
	Iteration 35Q: 3 clusters Score -811955.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -811959.437500 Penalty: 4618.210938
	Iteration 36Q: 3 clusters Score -811959.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -811964.500000 Penalty: 4618.210938
	Iteration 37Q: 3 clusters Score -811964.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -811969.062500 Penalty: 4618.210938
	Iteration 38Q: 3 clusters Score -811969.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -811971.000000 Penalty: 4618.210938
	Iteration 39Q: 3 clusters Score -811971 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -811975.500000 Penalty: 4618.210938
	Iteration 40F: 3 clusters Score -811975.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -811980.750000 Penalty: 4618.210938
	Iteration 41Q: 3 clusters Score -811980.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -811984.875000 Penalty: 4618.210938
	Iteration 42Q: 3 clusters Score -811984.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -811988.750000 Penalty: 4618.210938
	Iteration 43Q: 3 clusters Score -811988.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -811991.625000 Penalty: 4618.210938
	Iteration 44Q: 3 clusters Score -811991.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -811993.125000 Penalty: 4618.210938
	Iteration 45Q: 3 clusters Score -811993.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -811996.562500 Penalty: 4618.210938
	Iteration 46Q: 3 clusters Score -811996.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -812000.312500 Penalty: 4618.210938
	Iteration 47Q: 3 clusters Score -812000.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -812005.625000 Penalty: 4618.210938
	Iteration 48Q: 3 clusters Score -812005.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -812006.937500 Penalty: 4618.210938
	Iteration 49Q: 3 clusters Score -812006.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -812010.937500 Penalty: 4618.210938
	Iteration 50Q: 3 clusters Score -812010.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -812011.375000 Penalty: 4618.210938
	Iteration 51Q: 3 clusters Score -812011.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -812015.312500 Penalty: 4618.210938
	Iteration 52Q: 3 clusters Score -812015.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -812015.687500 Penalty: 4618.210938
	Iteration 53Q: 3 clusters Score -812015.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -812013.437500 Penalty: 4618.210938
	Iteration 54Q: 3 clusters Score -812013.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -812013.500000 Penalty: 4618.210938
	Iteration 55Q: 3 clusters Score -812013.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -812014.437500 Penalty: 4618.210938
	Iteration 56Q: 3 clusters Score -812014.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -812015.000000 Penalty: 4618.210938
	Iteration 57Q: 3 clusters Score -812015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -812017.812500 Penalty: 4618.210938
	Iteration 58Q: 3 clusters Score -812017.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -812018.687500 Penalty: 4618.210938
	Iteration 59Q: 3 clusters Score -812018.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -812022.812500 Penalty: 4618.210938
	Iteration 60F: 3 clusters Score -812022.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -812021.625000 Penalty: 4618.210938
	Iteration 61Q: 3 clusters Score -812021.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -812024.187500 Penalty: 4618.210938
	Iteration 62Q: 3 clusters Score -812024.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -812024.437500 Penalty: 4618.210938
	Iteration 63Q: 3 clusters Score -812024.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -812026.500000 Penalty: 4618.210938
	Iteration 64Q: 3 clusters Score -812026.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -812026.125000 Penalty: 4618.210938
	Iteration 65Q: 3 clusters Score -812026.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -812025.937500 Penalty: 4618.210938
	Iteration 66Q: 3 clusters Score -812025.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -812026.687500 Penalty: 4618.210938
	Iteration 67Q: 3 clusters Score -812026.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -812027.250000 Penalty: 4618.210938
	Iteration 68Q: 3 clusters Score -812027.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -812027.875000 Penalty: 4618.210938
	Iteration 69Q: 3 clusters Score -812027.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -812027.875000 Penalty: 4618.210938
	Iteration 70F: 3 clusters Score -812027.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Entering Unmasked Estep 
Score: -172242.500000 Penalty: 1951.137085
	Iteration 0F: 2 clusters Score -172242.5 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 1316 members 
Entering Unmasked Estep 
Score: -169217.734375 Penalty: 3902.274170
	Iteration 0F: 3 clusters Score -169217.7 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -169801.421875 Penalty: 3902.274170
	Iteration 1F: 3 clusters Score -169801.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -169977.609375 Penalty: 3902.274170
	Iteration 2F: 3 clusters Score -169977.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -170104.296875 Penalty: 3902.274170
	Iteration 3F: 3 clusters Score -170104.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -170179.265625 Penalty: 3902.274170
	Iteration 4Q: 3 clusters Score -170179.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -170224.468750 Penalty: 3902.274170
	Iteration 5Q: 3 clusters Score -170224.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -170273.796875 Penalty: 3902.274170
	Iteration 6Q: 3 clusters Score -170273.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -170336.515625 Penalty: 3902.274170
	Iteration 7Q: 3 clusters Score -170336.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -170403.484375 Penalty: 3902.274170
	Iteration 8Q: 3 clusters Score -170403.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -170461.609375 Penalty: 3902.274170
	Iteration 9Q: 3 clusters Score -170461.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -170512.328125 Penalty: 3902.274170
	Iteration 10Q: 3 clusters Score -170512.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -170579.890625 Penalty: 3902.274170
	Iteration 11Q: 3 clusters Score -170579.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -170635.187500 Penalty: 3902.274170
	Iteration 12Q: 3 clusters Score -170635.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -170687.531250 Penalty: 3902.274170
	Iteration 13Q: 3 clusters Score -170687.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -170746.765625 Penalty: 3902.274170
	Iteration 14Q: 3 clusters Score -170746.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -170787.578125 Penalty: 3902.274170
	Iteration 15Q: 3 clusters Score -170787.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -170824.078125 Penalty: 3902.274170
	Iteration 16Q: 3 clusters Score -170824.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -170857.453125 Penalty: 3902.274170
	Iteration 17Q: 3 clusters Score -170857.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -170903.171875 Penalty: 3902.274170
	Iteration 18Q: 3 clusters Score -170903.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -170966.890625 Penalty: 3902.274170
	Iteration 19Q: 3 clusters Score -170966.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -171032.281250 Penalty: 3902.274170
	Iteration 20F: 3 clusters Score -171032.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -171110.171875 Penalty: 3902.274170
	Iteration 21Q: 3 clusters Score -171110.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -171206.312500 Penalty: 3902.274170
	Iteration 22Q: 3 clusters Score -171206.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -171272.515625 Penalty: 3902.274170
	Iteration 23Q: 3 clusters Score -171272.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -171300.546875 Penalty: 3902.274170
	Iteration 24Q: 3 clusters Score -171300.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -171313.250000 Penalty: 3902.274170
	Iteration 25Q: 3 clusters Score -171313.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -171318.515625 Penalty: 3902.274170
	Iteration 26Q: 3 clusters Score -171318.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -171321.375000 Penalty: 3902.274170
	Iteration 27Q: 3 clusters Score -171321.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -171325.781250 Penalty: 3902.274170
	Iteration 28Q: 3 clusters Score -171325.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -171328.687500 Penalty: 3902.274170
	Iteration 29Q: 3 clusters Score -171328.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -171328.687500 Penalty: 3902.274170
	Iteration 30F: 3 clusters Score -171328.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -401423.843750 Penalty: 2131.350342
	Iteration 0F: 2 clusters Score -401423.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -396639.343750 Penalty: 4262.700684
	Iteration 0F: 3 clusters Score -396639.3 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -397805.718750 Penalty: 4262.700684
	Iteration 1F: 3 clusters Score -397805.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -398042.687500 Penalty: 4262.700684
	Iteration 2F: 3 clusters Score -398042.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -398222.218750 Penalty: 4262.700684
	Iteration 3F: 3 clusters Score -398222.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -398341.093750 Penalty: 4262.700684
	Iteration 4Q: 3 clusters Score -398341.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -398415.718750 Penalty: 4262.700684
	Iteration 5Q: 3 clusters Score -398415.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -398472.750000 Penalty: 4262.700684
	Iteration 6Q: 3 clusters Score -398472.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -398514.406250 Penalty: 4262.700684
	Iteration 7Q: 3 clusters Score -398514.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -398547.437500 Penalty: 4262.700684
	Iteration 8Q: 3 clusters Score -398547.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -398586.687500 Penalty: 4262.700684
	Iteration 9Q: 3 clusters Score -398586.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -398631.375000 Penalty: 4262.700684
	Iteration 10Q: 3 clusters Score -398631.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -398667.625000 Penalty: 4262.700684
	Iteration 11Q: 3 clusters Score -398667.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -398692.437500 Penalty: 4262.700684
	Iteration 12Q: 3 clusters Score -398692.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -398717.093750 Penalty: 4262.700684
	Iteration 13Q: 3 clusters Score -398717.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -398741.500000 Penalty: 4262.700684
	Iteration 14Q: 3 clusters Score -398741.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -398771.375000 Penalty: 4262.700684
	Iteration 15Q: 3 clusters Score -398771.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -398797.125000 Penalty: 4262.700684
	Iteration 16Q: 3 clusters Score -398797.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -398823.468750 Penalty: 4262.700684
	Iteration 17Q: 3 clusters Score -398823.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -398855.406250 Penalty: 4262.700684
	Iteration 18Q: 3 clusters Score -398855.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -398895.718750 Penalty: 4262.700684
	Iteration 19Q: 3 clusters Score -398895.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -398937.875000 Penalty: 4262.700684
	Iteration 20F: 3 clusters Score -398937.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -398975.562500 Penalty: 4262.700684
	Iteration 21Q: 3 clusters Score -398975.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -399011.218750 Penalty: 4262.700684
	Iteration 22Q: 3 clusters Score -399011.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -399051.531250 Penalty: 4262.700684
	Iteration 23Q: 3 clusters Score -399051.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -399091.000000 Penalty: 4262.700684
	Iteration 24Q: 3 clusters Score -399091 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -399131.218750 Penalty: 4262.700684
	Iteration 25Q: 3 clusters Score -399131.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -399187.468750 Penalty: 4262.700684
	Iteration 26Q: 3 clusters Score -399187.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -399240.812500 Penalty: 4262.700684
	Iteration 27Q: 3 clusters Score -399240.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -399282.468750 Penalty: 4262.700684
	Iteration 28Q: 3 clusters Score -399282.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -399314.031250 Penalty: 4262.700684
	Iteration 29Q: 3 clusters Score -399314 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -399350.093750 Penalty: 4262.700684
	Iteration 30Q: 3 clusters Score -399350.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -399384.531250 Penalty: 4262.700684
	Iteration 31Q: 3 clusters Score -399384.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -399410.437500 Penalty: 4262.700684
	Iteration 32Q: 3 clusters Score -399410.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -399442.625000 Penalty: 4262.700684
	Iteration 33Q: 3 clusters Score -399442.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -399481.125000 Penalty: 4262.700684
	Iteration 34Q: 3 clusters Score -399481.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -399533.843750 Penalty: 4262.700684
	Iteration 35Q: 3 clusters Score -399533.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -399573.125000 Penalty: 4262.700684
	Iteration 36Q: 3 clusters Score -399573.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -399594.281250 Penalty: 4262.700684
	Iteration 37Q: 3 clusters Score -399594.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -399611.656250 Penalty: 4262.700684
	Iteration 38Q: 3 clusters Score -399611.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -399633.468750 Penalty: 4262.700684
	Iteration 39Q: 3 clusters Score -399633.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -399646.343750 Penalty: 4262.700684
	Iteration 40F: 3 clusters Score -399646.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -399663.187500 Penalty: 4262.700684
	Iteration 41Q: 3 clusters Score -399663.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -399680.843750 Penalty: 4262.700684
	Iteration 42Q: 3 clusters Score -399680.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -399696.437500 Penalty: 4262.700684
	Iteration 43Q: 3 clusters Score -399696.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -399711.968750 Penalty: 4262.700684
	Iteration 44Q: 3 clusters Score -399712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -399729.718750 Penalty: 4262.700684
	Iteration 45Q: 3 clusters Score -399729.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -399739.750000 Penalty: 4262.700684
	Iteration 46Q: 3 clusters Score -399739.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -399753.343750 Penalty: 4262.700684
	Iteration 47Q: 3 clusters Score -399753.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -399766.656250 Penalty: 4262.700684
	Iteration 48Q: 3 clusters Score -399766.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -399790.500000 Penalty: 4262.700684
	Iteration 49Q: 3 clusters Score -399790.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -399817.218750 Penalty: 4262.700684
	Iteration 50Q: 3 clusters Score -399817.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -399843.375000 Penalty: 4262.700684
	Iteration 51Q: 3 clusters Score -399843.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -399857.375000 Penalty: 4262.700684
	Iteration 52Q: 3 clusters Score -399857.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -399863.468750 Penalty: 4262.700684
	Iteration 53Q: 3 clusters Score -399863.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -399868.406250 Penalty: 4262.700684
	Iteration 54Q: 3 clusters Score -399868.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -399875.093750 Penalty: 4262.700684
	Iteration 55Q: 3 clusters Score -399875.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -399877.187500 Penalty: 4262.700684
	Iteration 56Q: 3 clusters Score -399877.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -399880.593750 Penalty: 4262.700684
	Iteration 57Q: 3 clusters Score -399880.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -399882.656250 Penalty: 4262.700684
	Iteration 58Q: 3 clusters Score -399882.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -399887.125000 Penalty: 4262.700684
	Iteration 59Q: 3 clusters Score -399887.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -399888.593750 Penalty: 4262.700684
	Iteration 60F: 3 clusters Score -399888.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -399889.843750 Penalty: 4262.700684
	Iteration 61Q: 3 clusters Score -399889.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -399892.343750 Penalty: 4262.700684
	Iteration 62Q: 3 clusters Score -399892.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -399893.750000 Penalty: 4262.700684
	Iteration 63Q: 3 clusters Score -399893.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -399894.437500 Penalty: 4262.700684
	Iteration 64Q: 3 clusters Score -399894.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -399894.437500 Penalty: 4262.700684
	Iteration 65F: 3 clusters Score -399894.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (18406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Entering Unmasked Estep 
Score: -1213018.000000 Penalty: 2435.467041
	Iteration 0F: 2 clusters Score -1213018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1199919.375000 Penalty: 4870.934082
	Iteration 0F: 3 clusters Score -1199919 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1204577.250000 Penalty: 4870.934082
	Iteration 1F: 3 clusters Score -1204577 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1205158.250000 Penalty: 4870.934082
	Iteration 2F: 3 clusters Score -1205158 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1205718.125000 Penalty: 4870.934082
	Iteration 3F: 3 clusters Score -1205718 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1206243.875000 Penalty: 4870.934082
	Iteration 4F: 3 clusters Score -1206244 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1206779.250000 Penalty: 4870.934082
	Iteration 5F: 3 clusters Score -1206779 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1207339.500000 Penalty: 4870.934082
	Iteration 6F: 3 clusters Score -1207340 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1207916.000000 Penalty: 4870.934082
	Iteration 7F: 3 clusters Score -1207916 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1208506.625000 Penalty: 4870.934082
	Iteration 8F: 3 clusters Score -1208507 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1209019.625000 Penalty: 4870.934082
	Iteration 9Q: 3 clusters Score -1209020 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1209523.500000 Penalty: 4870.934082
	Iteration 10Q: 3 clusters Score -1209524 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1209950.250000 Penalty: 4870.934082
	Iteration 11Q: 3 clusters Score -1209950 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1210288.375000 Penalty: 4870.934082
	Iteration 12Q: 3 clusters Score -1210288 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1210550.250000 Penalty: 4870.934082
	Iteration 13Q: 3 clusters Score -1210550 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1210791.000000 Penalty: 4870.934082
	Iteration 14Q: 3 clusters Score -1210791 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1210965.375000 Penalty: 4870.934082
	Iteration 15Q: 3 clusters Score -1210965 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1211070.500000 Penalty: 4870.934082
	Iteration 16Q: 3 clusters Score -1211070 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1211133.625000 Penalty: 4870.934082
	Iteration 17Q: 3 clusters Score -1211134 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1211187.750000 Penalty: 4870.934082
	Iteration 18Q: 3 clusters Score -1211188 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1211229.500000 Penalty: 4870.934082
	Iteration 19Q: 3 clusters Score -1211230 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1211260.500000 Penalty: 4870.934082
	Iteration 20F: 3 clusters Score -1211260 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1211286.375000 Penalty: 4870.934082
	Iteration 21Q: 3 clusters Score -1211286 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1211309.000000 Penalty: 4870.934082
	Iteration 22Q: 3 clusters Score -1211309 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1211328.500000 Penalty: 4870.934082
	Iteration 23Q: 3 clusters Score -1211328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1211342.125000 Penalty: 4870.934082
	Iteration 24Q: 3 clusters Score -1211342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1211353.625000 Penalty: 4870.934082
	Iteration 25Q: 3 clusters Score -1211354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1211364.125000 Penalty: 4870.934082
	Iteration 26Q: 3 clusters Score -1211364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1211371.250000 Penalty: 4870.934082
	Iteration 27Q: 3 clusters Score -1211371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1211379.000000 Penalty: 4870.934082
	Iteration 28Q: 3 clusters Score -1211379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1211382.375000 Penalty: 4870.934082
	Iteration 29Q: 3 clusters Score -1211382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1211388.250000 Penalty: 4870.934082
	Iteration 30Q: 3 clusters Score -1211388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1211392.625000 Penalty: 4870.934082
	Iteration 31Q: 3 clusters Score -1211393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1211392.250000 Penalty: 4870.934082
	Iteration 32Q: 3 clusters Score -1211392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1211393.750000 Penalty: 4870.934082
	Iteration 33Q: 3 clusters Score -1211394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1211392.250000 Penalty: 4870.934082
	Iteration 34Q: 3 clusters Score -1211392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1211392.250000 Penalty: 4870.934082
	Iteration 35F: 3 clusters Score -1211392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Entering Unmasked Estep 
Score: -178861.484375 Penalty: 1941.155762
	Iteration 0F: 2 clusters Score -178861.5 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 1213 members 
Entering Unmasked Estep 
Score: -175914.781250 Penalty: 3882.311523
	Iteration 0F: 3 clusters Score -175914.8 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -176454.593750 Penalty: 3882.311523
	Iteration 1F: 3 clusters Score -176454.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -176598.984375 Penalty: 3882.311523
	Iteration 2F: 3 clusters Score -176599 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -176689.953125 Penalty: 3882.311523
	Iteration 3Q: 3 clusters Score -176690 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -176754.078125 Penalty: 3882.311523
	Iteration 4Q: 3 clusters Score -176754.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -176809.515625 Penalty: 3882.311523
	Iteration 5Q: 3 clusters Score -176809.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -176860.296875 Penalty: 3882.311523
	Iteration 6Q: 3 clusters Score -176860.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -176903.687500 Penalty: 3882.311523
	Iteration 7Q: 3 clusters Score -176903.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -176946.187500 Penalty: 3882.311523
	Iteration 8Q: 3 clusters Score -176946.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -176980.765625 Penalty: 3882.311523
	Iteration 9Q: 3 clusters Score -176980.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -177010.453125 Penalty: 3882.311523
	Iteration 10Q: 3 clusters Score -177010.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -177036.640625 Penalty: 3882.311523
	Iteration 11Q: 3 clusters Score -177036.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -177058.296875 Penalty: 3882.311523
	Iteration 12Q: 3 clusters Score -177058.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -177080.140625 Penalty: 3882.311523
	Iteration 13Q: 3 clusters Score -177080.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -177103.062500 Penalty: 3882.311523
	Iteration 14Q: 3 clusters Score -177103.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -177121.812500 Penalty: 3882.311523
	Iteration 15Q: 3 clusters Score -177121.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -177133.500000 Penalty: 3882.311523
	Iteration 16Q: 3 clusters Score -177133.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -177146.781250 Penalty: 3882.311523
	Iteration 17Q: 3 clusters Score -177146.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -177159.859375 Penalty: 3882.311523
	Iteration 18Q: 3 clusters Score -177159.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -177168.718750 Penalty: 3882.311523
	Iteration 19Q: 3 clusters Score -177168.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -177174.890625 Penalty: 3882.311523
	Iteration 20F: 3 clusters Score -177174.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -177180.546875 Penalty: 3882.311523
	Iteration 21Q: 3 clusters Score -177180.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -177188.625000 Penalty: 3882.311523
	Iteration 22Q: 3 clusters Score -177188.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -177193.187500 Penalty: 3882.311523
	Iteration 23Q: 3 clusters Score -177193.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -177195.062500 Penalty: 3882.311523
	Iteration 24Q: 3 clusters Score -177195.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -177197.046875 Penalty: 3882.311523
	Iteration 25Q: 3 clusters Score -177197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -177197.718750 Penalty: 3882.311523
	Iteration 26Q: 3 clusters Score -177197.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -177198.703125 Penalty: 3882.311523
	Iteration 27Q: 3 clusters Score -177198.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -177198.703125 Penalty: 3882.311523
	Iteration 28F: 3 clusters Score -177198.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Entering Unmasked Estep 
Score: -423711.781250 Penalty: 2143.581543
	Iteration 0F: 2 clusters Score -423711.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -418741.843750 Penalty: 4287.163086
	Iteration 0F: 3 clusters Score -418741.8 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -420030.750000 Penalty: 4287.163086
	Iteration 1F: 3 clusters Score -420030.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -420256.156250 Penalty: 4287.163086
	Iteration 2F: 3 clusters Score -420256.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -420395.156250 Penalty: 4287.163086
	Iteration 3F: 3 clusters Score -420395.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -420490.750000 Penalty: 4287.163086
	Iteration 4Q: 3 clusters Score -420490.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -420577.968750 Penalty: 4287.163086
	Iteration 5Q: 3 clusters Score -420578 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -420658.906250 Penalty: 4287.163086
	Iteration 6Q: 3 clusters Score -420658.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -420742.125000 Penalty: 4287.163086
	Iteration 7Q: 3 clusters Score -420742.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -420829.968750 Penalty: 4287.163086
	Iteration 8Q: 3 clusters Score -420830 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -420936.625000 Penalty: 4287.163086
	Iteration 9Q: 3 clusters Score -420936.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -421025.062500 Penalty: 4287.163086
	Iteration 10Q: 3 clusters Score -421025.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -421113.218750 Penalty: 4287.163086
	Iteration 11Q: 3 clusters Score -421113.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -421209.406250 Penalty: 4287.163086
	Iteration 12Q: 3 clusters Score -421209.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -421295.531250 Penalty: 4287.163086
	Iteration 13Q: 3 clusters Score -421295.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -421372.812500 Penalty: 4287.163086
	Iteration 14Q: 3 clusters Score -421372.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -421447.562500 Penalty: 4287.163086
	Iteration 15Q: 3 clusters Score -421447.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -421507.625000 Penalty: 4287.163086
	Iteration 16Q: 3 clusters Score -421507.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -421552.687500 Penalty: 4287.163086
	Iteration 17Q: 3 clusters Score -421552.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -421586.531250 Penalty: 4287.163086
	Iteration 18Q: 3 clusters Score -421586.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -421616.437500 Penalty: 4287.163086
	Iteration 19Q: 3 clusters Score -421616.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -421636.000000 Penalty: 4287.163086
	Iteration 20F: 3 clusters Score -421636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -421648.250000 Penalty: 4287.163086
	Iteration 21Q: 3 clusters Score -421648.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -421657.562500 Penalty: 4287.163086
	Iteration 22Q: 3 clusters Score -421657.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -421668.343750 Penalty: 4287.163086
	Iteration 23Q: 3 clusters Score -421668.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -421674.812500 Penalty: 4287.163086
	Iteration 24Q: 3 clusters Score -421674.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -421681.968750 Penalty: 4287.163086
	Iteration 25Q: 3 clusters Score -421682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -421687.031250 Penalty: 4287.163086
	Iteration 26Q: 3 clusters Score -421687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -421694.062500 Penalty: 4287.163086
	Iteration 27Q: 3 clusters Score -421694.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -421701.406250 Penalty: 4287.163086
	Iteration 28Q: 3 clusters Score -421701.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -421710.375000 Penalty: 4287.163086
	Iteration 29Q: 3 clusters Score -421710.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -421714.750000 Penalty: 4287.163086
	Iteration 30Q: 3 clusters Score -421714.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -421717.906250 Penalty: 4287.163086
	Iteration 31Q: 3 clusters Score -421717.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -421718.812500 Penalty: 4287.163086
	Iteration 32Q: 3 clusters Score -421718.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -421721.375000 Penalty: 4287.163086
	Iteration 33Q: 3 clusters Score -421721.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -421722.687500 Penalty: 4287.163086
	Iteration 34Q: 3 clusters Score -421722.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -421725.125000 Penalty: 4287.163086
	Iteration 35Q: 3 clusters Score -421725.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -421726.125000 Penalty: 4287.163086
	Iteration 36Q: 3 clusters Score -421726.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -421728.187500 Penalty: 4287.163086
	Iteration 37Q: 3 clusters Score -421728.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -421730.281250 Penalty: 4287.163086
	Iteration 38Q: 3 clusters Score -421730.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -421731.687500 Penalty: 4287.163086
	Iteration 39Q: 3 clusters Score -421731.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -421733.062500 Penalty: 4287.163086
	Iteration 40F: 3 clusters Score -421733.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -421733.406250 Penalty: 4287.163086
	Iteration 41Q: 3 clusters Score -421733.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -421733.406250 Penalty: 4287.163086
	Iteration 42F: 3 clusters Score -421733.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Entering Unmasked Estep 
Score: -102469.203125 Penalty: 1809.510498
	Iteration 0F: 2 clusters Score -102469.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -100218.570312 Penalty: 3619.020996
	Iteration 0F: 3 clusters Score -100218.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -100595.773438 Penalty: 3619.020996
	Iteration 1F: 3 clusters Score -100595.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -100694.718750 Penalty: 3619.020996
	Iteration 2F: 3 clusters Score -100694.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -100744.757812 Penalty: 3619.020996
	Iteration 3Q: 3 clusters Score -100744.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -100776.421875 Penalty: 3619.020996
	Iteration 4Q: 3 clusters Score -100776.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -100799.960938 Penalty: 3619.020996
	Iteration 5Q: 3 clusters Score -100800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -100810.960938 Penalty: 3619.020996
	Iteration 6Q: 3 clusters Score -100811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -100822.734375 Penalty: 3619.020996
	Iteration 7Q: 3 clusters Score -100822.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -100832.375000 Penalty: 3619.020996
	Iteration 8Q: 3 clusters Score -100832.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -100836.843750 Penalty: 3619.020996
	Iteration 9Q: 3 clusters Score -100836.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -100838.804688 Penalty: 3619.020996
	Iteration 10Q: 3 clusters Score -100838.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -100843.976562 Penalty: 3619.020996
	Iteration 11Q: 3 clusters Score -100844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -100847.609375 Penalty: 3619.020996
	Iteration 12Q: 3 clusters Score -100847.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -100854.585938 Penalty: 3619.020996
	Iteration 13Q: 3 clusters Score -100854.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -100857.187500 Penalty: 3619.020996
	Iteration 14Q: 3 clusters Score -100857.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -100861.820312 Penalty: 3619.020996
	Iteration 15Q: 3 clusters Score -100861.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -100866.007812 Penalty: 3619.020996
	Iteration 16Q: 3 clusters Score -100866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -100870.539062 Penalty: 3619.020996
	Iteration 17Q: 3 clusters Score -100870.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -100876.390625 Penalty: 3619.020996
	Iteration 18Q: 3 clusters Score -100876.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -100879.789062 Penalty: 3619.020996
	Iteration 19Q: 3 clusters Score -100879.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -100885.273438 Penalty: 3619.020996
	Iteration 20F: 3 clusters Score -100885.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -100887.703125 Penalty: 3619.020996
	Iteration 21Q: 3 clusters Score -100887.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -100889.632812 Penalty: 3619.020996
	Iteration 22Q: 3 clusters Score -100889.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -100891.984375 Penalty: 3619.020996
	Iteration 23Q: 3 clusters Score -100892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -100894.054688 Penalty: 3619.020996
	Iteration 24Q: 3 clusters Score -100894.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -100895.390625 Penalty: 3619.020996
	Iteration 25Q: 3 clusters Score -100895.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -100897.601562 Penalty: 3619.020996
	Iteration 26Q: 3 clusters Score -100897.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -100900.460938 Penalty: 3619.020996
	Iteration 27Q: 3 clusters Score -100900.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -100902.570312 Penalty: 3619.020996
	Iteration 28Q: 3 clusters Score -100902.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -100905.343750 Penalty: 3619.020996
	Iteration 29Q: 3 clusters Score -100905.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -100913.601562 Penalty: 3619.020996
	Iteration 30Q: 3 clusters Score -100913.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -100920.328125 Penalty: 3619.020996
	Iteration 31Q: 3 clusters Score -100920.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -100927.539062 Penalty: 3619.020996
	Iteration 32Q: 3 clusters Score -100927.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -100936.617188 Penalty: 3619.020996
	Iteration 33Q: 3 clusters Score -100936.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -100946.148438 Penalty: 3619.020996
	Iteration 34Q: 3 clusters Score -100946.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -100957.695312 Penalty: 3619.020996
	Iteration 35Q: 3 clusters Score -100957.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -100966.710938 Penalty: 3619.020996
	Iteration 36Q: 3 clusters Score -100966.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -100975.132812 Penalty: 3619.020996
	Iteration 37Q: 3 clusters Score -100975.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -100986.703125 Penalty: 3619.020996
	Iteration 38Q: 3 clusters Score -100986.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -101000.656250 Penalty: 3619.020996
	Iteration 39Q: 3 clusters Score -101000.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -101026.429688 Penalty: 3619.020996
	Iteration 40F: 3 clusters Score -101026.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -101062.320312 Penalty: 3619.020996
	Iteration 41Q: 3 clusters Score -101062.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -101102.046875 Penalty: 3619.020996
	Iteration 42Q: 3 clusters Score -101102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -101126.109375 Penalty: 3619.020996
	Iteration 43Q: 3 clusters Score -101126.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -101162.117188 Penalty: 3619.020996
	Iteration 44Q: 3 clusters Score -101162.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -101200.085938 Penalty: 3619.020996
	Iteration 45Q: 3 clusters Score -101200.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -101228.070312 Penalty: 3619.020996
	Iteration 46Q: 3 clusters Score -101228.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -101248.617188 Penalty: 3619.020996
	Iteration 47Q: 3 clusters Score -101248.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -101266.132812 Penalty: 3619.020996
	Iteration 48Q: 3 clusters Score -101266.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -101282.289062 Penalty: 3619.020996
	Iteration 49Q: 3 clusters Score -101282.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -101302.992188 Penalty: 3619.020996
	Iteration 50Q: 3 clusters Score -101303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -101323.226562 Penalty: 3619.020996
	Iteration 51Q: 3 clusters Score -101323.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -101343.421875 Penalty: 3619.020996
	Iteration 52Q: 3 clusters Score -101343.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -101364.734375 Penalty: 3619.020996
	Iteration 53Q: 3 clusters Score -101364.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -101389.226562 Penalty: 3619.020996
	Iteration 54Q: 3 clusters Score -101389.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -101419.101562 Penalty: 3619.020996
	Iteration 55Q: 3 clusters Score -101419.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -101449.820312 Penalty: 3619.020996
	Iteration 56Q: 3 clusters Score -101449.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -101469.828125 Penalty: 3619.020996
	Iteration 57Q: 3 clusters Score -101469.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -101492.976562 Penalty: 3619.020996
	Iteration 58Q: 3 clusters Score -101493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -101513.226562 Penalty: 3619.020996
	Iteration 59Q: 3 clusters Score -101513.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -101527.031250 Penalty: 3619.020996
	Iteration 60F: 3 clusters Score -101527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -101546.515625 Penalty: 3619.020996
	Iteration 61Q: 3 clusters Score -101546.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -101570.406250 Penalty: 3619.020996
	Iteration 62Q: 3 clusters Score -101570.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -101599.687500 Penalty: 3619.020996
	Iteration 63Q: 3 clusters Score -101599.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -101636.328125 Penalty: 3619.020996
	Iteration 64Q: 3 clusters Score -101636.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -101660.773438 Penalty: 3619.020996
	Iteration 65Q: 3 clusters Score -101660.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -101714.953125 Penalty: 3619.020996
	Iteration 66Q: 3 clusters Score -101715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -101766.906250 Penalty: 3619.020996
	Iteration 67Q: 3 clusters Score -101766.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -101840.890625 Penalty: 3619.020996
	Iteration 68Q: 3 clusters Score -101840.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -101882.351562 Penalty: 3619.020996
	Iteration 69Q: 3 clusters Score -101882.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -101903.765625 Penalty: 3619.020996
	Iteration 70Q: 3 clusters Score -101903.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -101909.164062 Penalty: 3619.020996
	Iteration 71Q: 3 clusters Score -101909.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -101913.460938 Penalty: 3619.020996
	Iteration 72Q: 3 clusters Score -101913.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -101922.242188 Penalty: 3619.020996
	Iteration 73Q: 3 clusters Score -101922.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -101927.976562 Penalty: 3619.020996
	Iteration 74Q: 3 clusters Score -101928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -101932.531250 Penalty: 3619.020996
	Iteration 75Q: 3 clusters Score -101932.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -101938.234375 Penalty: 3619.020996
	Iteration 76Q: 3 clusters Score -101938.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -101941.703125 Penalty: 3619.020996
	Iteration 77Q: 3 clusters Score -101941.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -101943.328125 Penalty: 3619.020996
	Iteration 78Q: 3 clusters Score -101943.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -101943.328125 Penalty: 3619.020996
	Iteration 79F: 3 clusters Score -101943.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (33542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Entering Unmasked Estep 
Score: -2526099.250000 Penalty: 2584.297119
	Iteration 0F: 2 clusters Score -2526099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -2503428.750000 Penalty: 5168.594238
	Iteration 0F: 3 clusters Score -2503429 nChanged 15155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2511710.250000 Penalty: 5168.594238
	Iteration 1F: 3 clusters Score -2511710 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2512164.000000 Penalty: 5168.594238
	Iteration 2Q: 3 clusters Score -2512164 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2512561.000000 Penalty: 5168.594238
	Iteration 3Q: 3 clusters Score -2512561 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2512946.250000 Penalty: 5168.594238
	Iteration 4Q: 3 clusters Score -2512946 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -2513360.750000 Penalty: 5168.594238
	Iteration 5Q: 3 clusters Score -2513361 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2513857.000000 Penalty: 5168.594238
	Iteration 6Q: 3 clusters Score -2513857 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -2514574.500000 Penalty: 5168.594238
	Iteration 7Q: 3 clusters Score -2514574 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -2515584.000000 Penalty: 5168.594238
	Iteration 8F: 3 clusters Score -2515584 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -2517045.500000 Penalty: 5168.594238
	Iteration 9F: 3 clusters Score -2517046 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -2518855.750000 Penalty: 5168.594238
	Iteration 10F: 3 clusters Score -2518856 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -2520475.500000 Penalty: 5168.594238
	Iteration 11F: 3 clusters Score -2520476 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -2521608.500000 Penalty: 5168.594238
	Iteration 12Q: 3 clusters Score -2521608 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -2522319.500000 Penalty: 5168.594238
	Iteration 13Q: 3 clusters Score -2522320 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -2522749.750000 Penalty: 5168.594238
	Iteration 14Q: 3 clusters Score -2522750 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -2522980.750000 Penalty: 5168.594238
	Iteration 15Q: 3 clusters Score -2522981 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -2523137.500000 Penalty: 5168.594238
	Iteration 16Q: 3 clusters Score -2523138 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -2523265.500000 Penalty: 5168.594238
	Iteration 17Q: 3 clusters Score -2523266 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -2523367.250000 Penalty: 5168.594238
	Iteration 18Q: 3 clusters Score -2523367 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -2523456.750000 Penalty: 5168.594238
	Iteration 19Q: 3 clusters Score -2523457 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -2523529.750000 Penalty: 5168.594238
	Iteration 20F: 3 clusters Score -2523530 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -2523588.000000 Penalty: 5168.594238
	Iteration 21Q: 3 clusters Score -2523588 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -2523627.250000 Penalty: 5168.594238
	Iteration 22Q: 3 clusters Score -2523627 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -2523656.500000 Penalty: 5168.594238
	Iteration 23Q: 3 clusters Score -2523656 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -2523683.750000 Penalty: 5168.594238
	Iteration 24Q: 3 clusters Score -2523684 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -2523707.750000 Penalty: 5168.594238
	Iteration 25Q: 3 clusters Score -2523708 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -2523730.250000 Penalty: 5168.594238
	Iteration 26Q: 3 clusters Score -2523730 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -2523751.250000 Penalty: 5168.594238
	Iteration 27Q: 3 clusters Score -2523751 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -2523773.500000 Penalty: 5168.594238
	Iteration 28Q: 3 clusters Score -2523774 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -2523794.500000 Penalty: 5168.594238
	Iteration 29Q: 3 clusters Score -2523794 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -2523802.750000 Penalty: 5168.594238
	Iteration 30Q: 3 clusters Score -2523803 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -2523822.000000 Penalty: 5168.594238
	Iteration 31Q: 3 clusters Score -2523822 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -2523838.500000 Penalty: 5168.594238
	Iteration 32Q: 3 clusters Score -2523838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -2523851.500000 Penalty: 5168.594238
	Iteration 33Q: 3 clusters Score -2523852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -2523867.750000 Penalty: 5168.594238
	Iteration 34Q: 3 clusters Score -2523868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -2523876.250000 Penalty: 5168.594238
	Iteration 35Q: 3 clusters Score -2523876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -2523881.750000 Penalty: 5168.594238
	Iteration 36Q: 3 clusters Score -2523882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -2523893.250000 Penalty: 5168.594238
	Iteration 37Q: 3 clusters Score -2523893 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -2523907.000000 Penalty: 5168.594238
	Iteration 38Q: 3 clusters Score -2523907 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -2523910.250000 Penalty: 5168.594238
	Iteration 39Q: 3 clusters Score -2523910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -2523916.000000 Penalty: 5168.594238
	Iteration 40F: 3 clusters Score -2523916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -2523931.000000 Penalty: 5168.594238
	Iteration 41Q: 3 clusters Score -2523931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -2523937.750000 Penalty: 5168.594238
	Iteration 42Q: 3 clusters Score -2523938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -2523953.250000 Penalty: 5168.594238
	Iteration 43Q: 3 clusters Score -2523953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -2523962.250000 Penalty: 5168.594238
	Iteration 44Q: 3 clusters Score -2523962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -2523965.750000 Penalty: 5168.594238
	Iteration 45Q: 3 clusters Score -2523966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -2523966.750000 Penalty: 5168.594238
	Iteration 46Q: 3 clusters Score -2523967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -2523970.000000 Penalty: 5168.594238
	Iteration 47Q: 3 clusters Score -2523970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -2523971.250000 Penalty: 5168.594238
	Iteration 48Q: 3 clusters Score -2523971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -2523976.250000 Penalty: 5168.594238
	Iteration 49Q: 3 clusters Score -2523976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -2523977.250000 Penalty: 5168.594238
	Iteration 50Q: 3 clusters Score -2523977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -2523982.250000 Penalty: 5168.594238
	Iteration 51Q: 3 clusters Score -2523982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -2523982.000000 Penalty: 5168.594238
	Iteration 52Q: 3 clusters Score -2523982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -2523981.000000 Penalty: 5168.594238
	Iteration 53Q: 3 clusters Score -2523981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -2523985.250000 Penalty: 5168.594238
	Iteration 54Q: 3 clusters Score -2523985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -2523987.750000 Penalty: 5168.594238
	Iteration 55Q: 3 clusters Score -2523988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -2523987.250000 Penalty: 5168.594238
	Iteration 56Q: 3 clusters Score -2523987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -2523989.250000 Penalty: 5168.594238
	Iteration 57Q: 3 clusters Score -2523989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -2523989.250000 Penalty: 5168.594238
	Iteration 58F: 3 clusters Score -2523989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Entering Unmasked Estep 
Score: -238148.437500 Penalty: 2050.836182
	Iteration 0F: 2 clusters Score -238148.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -234356.812500 Penalty: 4101.672363
	Iteration 0F: 3 clusters Score -234356.8 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -235256.156250 Penalty: 4101.672363
	Iteration 1F: 3 clusters Score -235256.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -235658.890625 Penalty: 4101.672363
	Iteration 2F: 3 clusters Score -235658.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -236025.921875 Penalty: 4101.672363
	Iteration 3F: 3 clusters Score -236025.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -236290.453125 Penalty: 4101.672363
	Iteration 4F: 3 clusters Score -236290.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -236459.265625 Penalty: 4101.672363
	Iteration 5Q: 3 clusters Score -236459.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -236617.531250 Penalty: 4101.672363
	Iteration 6Q: 3 clusters Score -236617.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -236778.187500 Penalty: 4101.672363
	Iteration 7Q: 3 clusters Score -236778.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -236955.875000 Penalty: 4101.672363
	Iteration 8Q: 3 clusters Score -236955.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -237097.015625 Penalty: 4101.672363
	Iteration 9Q: 3 clusters Score -237097 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -237215.750000 Penalty: 4101.672363
	Iteration 10Q: 3 clusters Score -237215.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -237319.703125 Penalty: 4101.672363
	Iteration 11Q: 3 clusters Score -237319.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -237416.109375 Penalty: 4101.672363
	Iteration 12Q: 3 clusters Score -237416.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -237518.453125 Penalty: 4101.672363
	Iteration 13Q: 3 clusters Score -237518.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -237610.218750 Penalty: 4101.672363
	Iteration 14Q: 3 clusters Score -237610.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -237687.796875 Penalty: 4101.672363
	Iteration 15Q: 3 clusters Score -237687.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -237740.890625 Penalty: 4101.672363
	Iteration 16Q: 3 clusters Score -237740.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -237787.515625 Penalty: 4101.672363
	Iteration 17Q: 3 clusters Score -237787.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -237828.406250 Penalty: 4101.672363
	Iteration 18Q: 3 clusters Score -237828.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -237865.031250 Penalty: 4101.672363
	Iteration 19Q: 3 clusters Score -237865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -237904.328125 Penalty: 4101.672363
	Iteration 20F: 3 clusters Score -237904.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -237931.515625 Penalty: 4101.672363
	Iteration 21Q: 3 clusters Score -237931.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -237950.984375 Penalty: 4101.672363
	Iteration 22Q: 3 clusters Score -237951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -237961.015625 Penalty: 4101.672363
	Iteration 23Q: 3 clusters Score -237961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -237975.796875 Penalty: 4101.672363
	Iteration 24Q: 3 clusters Score -237975.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -237993.125000 Penalty: 4101.672363
	Iteration 25Q: 3 clusters Score -237993.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -238005.468750 Penalty: 4101.672363
	Iteration 26Q: 3 clusters Score -238005.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -238012.578125 Penalty: 4101.672363
	Iteration 27Q: 3 clusters Score -238012.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -238017.437500 Penalty: 4101.672363
	Iteration 28Q: 3 clusters Score -238017.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -238028.328125 Penalty: 4101.672363
	Iteration 29Q: 3 clusters Score -238028.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -238037.562500 Penalty: 4101.672363
	Iteration 30Q: 3 clusters Score -238037.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -238046.031250 Penalty: 4101.672363
	Iteration 31Q: 3 clusters Score -238046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -238051.562500 Penalty: 4101.672363
	Iteration 32Q: 3 clusters Score -238051.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -238058.734375 Penalty: 4101.672363
	Iteration 33Q: 3 clusters Score -238058.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -238065.609375 Penalty: 4101.672363
	Iteration 34Q: 3 clusters Score -238065.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -238073.703125 Penalty: 4101.672363
	Iteration 35Q: 3 clusters Score -238073.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -238083.328125 Penalty: 4101.672363
	Iteration 36Q: 3 clusters Score -238083.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -238085.937500 Penalty: 4101.672363
	Iteration 37Q: 3 clusters Score -238085.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -238090.937500 Penalty: 4101.672363
	Iteration 38Q: 3 clusters Score -238090.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -238097.562500 Penalty: 4101.672363
	Iteration 39Q: 3 clusters Score -238097.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -238102.843750 Penalty: 4101.672363
	Iteration 40F: 3 clusters Score -238102.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -238104.265625 Penalty: 4101.672363
	Iteration 41Q: 3 clusters Score -238104.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -238105.421875 Penalty: 4101.672363
	Iteration 42Q: 3 clusters Score -238105.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -238105.421875 Penalty: 4101.672363
	Iteration 43F: 3 clusters Score -238105.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Entering Unmasked Estep 
Score: -319677.593750 Penalty: 2078.523926
	Iteration 0F: 2 clusters Score -319677.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -315507.781250 Penalty: 4157.047852
	Iteration 0F: 3 clusters Score -315507.8 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -316447.343750 Penalty: 4157.047852
	Iteration 1F: 3 clusters Score -316447.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -316635.343750 Penalty: 4157.047852
	Iteration 2F: 3 clusters Score -316635.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -316737.187500 Penalty: 4157.047852
	Iteration 3Q: 3 clusters Score -316737.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -316825.875000 Penalty: 4157.047852
	Iteration 4Q: 3 clusters Score -316825.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -316909.593750 Penalty: 4157.047852
	Iteration 5Q: 3 clusters Score -316909.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -316990.250000 Penalty: 4157.047852
	Iteration 6Q: 3 clusters Score -316990.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -317063.968750 Penalty: 4157.047852
	Iteration 7Q: 3 clusters Score -317064 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -317154.500000 Penalty: 4157.047852
	Iteration 8Q: 3 clusters Score -317154.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -317229.281250 Penalty: 4157.047852
	Iteration 9Q: 3 clusters Score -317229.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -317316.125000 Penalty: 4157.047852
	Iteration 10Q: 3 clusters Score -317316.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -317389.281250 Penalty: 4157.047852
	Iteration 11Q: 3 clusters Score -317389.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -317461.750000 Penalty: 4157.047852
	Iteration 12Q: 3 clusters Score -317461.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -317529.031250 Penalty: 4157.047852
	Iteration 13Q: 3 clusters Score -317529 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -317583.312500 Penalty: 4157.047852
	Iteration 14Q: 3 clusters Score -317583.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -317636.875000 Penalty: 4157.047852
	Iteration 15Q: 3 clusters Score -317636.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -317679.031250 Penalty: 4157.047852
	Iteration 16Q: 3 clusters Score -317679 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -317715.031250 Penalty: 4157.047852
	Iteration 17Q: 3 clusters Score -317715 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -317755.125000 Penalty: 4157.047852
	Iteration 18Q: 3 clusters Score -317755.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -317803.062500 Penalty: 4157.047852
	Iteration 19Q: 3 clusters Score -317803.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -317860.562500 Penalty: 4157.047852
	Iteration 20F: 3 clusters Score -317860.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -317910.281250 Penalty: 4157.047852
	Iteration 21Q: 3 clusters Score -317910.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -317959.218750 Penalty: 4157.047852
	Iteration 22Q: 3 clusters Score -317959.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -318008.500000 Penalty: 4157.047852
	Iteration 23Q: 3 clusters Score -318008.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -318066.406250 Penalty: 4157.047852
	Iteration 24Q: 3 clusters Score -318066.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -318121.875000 Penalty: 4157.047852
	Iteration 25Q: 3 clusters Score -318121.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -318166.468750 Penalty: 4157.047852
	Iteration 26Q: 3 clusters Score -318166.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -318213.031250 Penalty: 4157.047852
	Iteration 27Q: 3 clusters Score -318213 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -318252.593750 Penalty: 4157.047852
	Iteration 28Q: 3 clusters Score -318252.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -318285.156250 Penalty: 4157.047852
	Iteration 29Q: 3 clusters Score -318285.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -318312.375000 Penalty: 4157.047852
	Iteration 30Q: 3 clusters Score -318312.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -318330.000000 Penalty: 4157.047852
	Iteration 31Q: 3 clusters Score -318330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -318338.156250 Penalty: 4157.047852
	Iteration 32Q: 3 clusters Score -318338.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -318345.156250 Penalty: 4157.047852
	Iteration 33Q: 3 clusters Score -318345.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -318350.968750 Penalty: 4157.047852
	Iteration 34Q: 3 clusters Score -318351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -318356.406250 Penalty: 4157.047852
	Iteration 35Q: 3 clusters Score -318356.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -318361.781250 Penalty: 4157.047852
	Iteration 36Q: 3 clusters Score -318361.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -318363.843750 Penalty: 4157.047852
	Iteration 37Q: 3 clusters Score -318363.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -318366.218750 Penalty: 4157.047852
	Iteration 38Q: 3 clusters Score -318366.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -318368.718750 Penalty: 4157.047852
	Iteration 39Q: 3 clusters Score -318368.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -318370.250000 Penalty: 4157.047852
	Iteration 40F: 3 clusters Score -318370.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -318370.906250 Penalty: 4157.047852
	Iteration 41Q: 3 clusters Score -318370.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -318371.687500 Penalty: 4157.047852
	Iteration 42Q: 3 clusters Score -318371.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -318372.187500 Penalty: 4157.047852
	Iteration 43Q: 3 clusters Score -318372.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -318372.187500 Penalty: 4157.047852
	Iteration 44F: 3 clusters Score -318372.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Entering Unmasked Estep 
Score: -744535.125000 Penalty: 2282.422363
	Iteration 0F: 2 clusters Score -744535.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -736838.500000 Penalty: 4564.844727
	Iteration 0F: 3 clusters Score -736838.5 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -739046.875000 Penalty: 4564.844727
	Iteration 1F: 3 clusters Score -739046.9 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -739382.687500 Penalty: 4564.844727
	Iteration 2F: 3 clusters Score -739382.7 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -739655.500000 Penalty: 4564.844727
	Iteration 3F: 3 clusters Score -739655.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -739915.750000 Penalty: 4564.844727
	Iteration 4F: 3 clusters Score -739915.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -740153.062500 Penalty: 4564.844727
	Iteration 5Q: 3 clusters Score -740153.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -740366.750000 Penalty: 4564.844727
	Iteration 6Q: 3 clusters Score -740366.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -740547.437500 Penalty: 4564.844727
	Iteration 7Q: 3 clusters Score -740547.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -740723.875000 Penalty: 4564.844727
	Iteration 8Q: 3 clusters Score -740723.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -740893.062500 Penalty: 4564.844727
	Iteration 9Q: 3 clusters Score -740893.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -741069.062500 Penalty: 4564.844727
	Iteration 10Q: 3 clusters Score -741069.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -741233.562500 Penalty: 4564.844727
	Iteration 11Q: 3 clusters Score -741233.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -741397.250000 Penalty: 4564.844727
	Iteration 12Q: 3 clusters Score -741397.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -741541.000000 Penalty: 4564.844727
	Iteration 13Q: 3 clusters Score -741541 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -741656.625000 Penalty: 4564.844727
	Iteration 14Q: 3 clusters Score -741656.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -741780.562500 Penalty: 4564.844727
	Iteration 15Q: 3 clusters Score -741780.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -741894.875000 Penalty: 4564.844727
	Iteration 16Q: 3 clusters Score -741894.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -741986.437500 Penalty: 4564.844727
	Iteration 17Q: 3 clusters Score -741986.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -742059.187500 Penalty: 4564.844727
	Iteration 18Q: 3 clusters Score -742059.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -742110.937500 Penalty: 4564.844727
	Iteration 19Q: 3 clusters Score -742110.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -742162.125000 Penalty: 4564.844727
	Iteration 20F: 3 clusters Score -742162.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -742211.062500 Penalty: 4564.844727
	Iteration 21Q: 3 clusters Score -742211.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -742254.562500 Penalty: 4564.844727
	Iteration 22Q: 3 clusters Score -742254.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -742291.312500 Penalty: 4564.844727
	Iteration 23Q: 3 clusters Score -742291.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -742331.375000 Penalty: 4564.844727
	Iteration 24Q: 3 clusters Score -742331.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -742363.812500 Penalty: 4564.844727
	Iteration 25Q: 3 clusters Score -742363.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -742396.812500 Penalty: 4564.844727
	Iteration 26Q: 3 clusters Score -742396.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -742424.312500 Penalty: 4564.844727
	Iteration 27Q: 3 clusters Score -742424.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -742443.562500 Penalty: 4564.844727
	Iteration 28Q: 3 clusters Score -742443.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -742464.812500 Penalty: 4564.844727
	Iteration 29Q: 3 clusters Score -742464.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -742492.437500 Penalty: 4564.844727
	Iteration 30Q: 3 clusters Score -742492.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -742509.125000 Penalty: 4564.844727
	Iteration 31Q: 3 clusters Score -742509.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -742529.250000 Penalty: 4564.844727
	Iteration 32Q: 3 clusters Score -742529.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -742543.000000 Penalty: 4564.844727
	Iteration 33Q: 3 clusters Score -742543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -742549.000000 Penalty: 4564.844727
	Iteration 34Q: 3 clusters Score -742549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -742553.875000 Penalty: 4564.844727
	Iteration 35Q: 3 clusters Score -742553.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -742558.750000 Penalty: 4564.844727
	Iteration 36Q: 3 clusters Score -742558.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -742563.187500 Penalty: 4564.844727
	Iteration 37Q: 3 clusters Score -742563.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -742568.000000 Penalty: 4564.844727
	Iteration 38Q: 3 clusters Score -742568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -742573.250000 Penalty: 4564.844727
	Iteration 39Q: 3 clusters Score -742573.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -742577.125000 Penalty: 4564.844727
	Iteration 40F: 3 clusters Score -742577.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -742578.937500 Penalty: 4564.844727
	Iteration 41Q: 3 clusters Score -742578.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -742580.000000 Penalty: 4564.844727
	Iteration 42Q: 3 clusters Score -742580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -742580.000000 Penalty: 4564.844727
	Iteration 43F: 3 clusters Score -742580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Entering Unmasked Estep 
Score: -177415.531250 Penalty: 1941.649658
	Iteration 0F: 2 clusters Score -177415.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -174461.578125 Penalty: 3883.299316
	Iteration 0F: 3 clusters Score -174461.6 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -175098.125000 Penalty: 3883.299316
	Iteration 1F: 3 clusters Score -175098.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -175303.687500 Penalty: 3883.299316
	Iteration 2F: 3 clusters Score -175303.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -175502.984375 Penalty: 3883.299316
	Iteration 3F: 3 clusters Score -175503 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -175680.171875 Penalty: 3883.299316
	Iteration 4F: 3 clusters Score -175680.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -175880.250000 Penalty: 3883.299316
	Iteration 5Q: 3 clusters Score -175880.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -176024.640625 Penalty: 3883.299316
	Iteration 6Q: 3 clusters Score -176024.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -176097.265625 Penalty: 3883.299316
	Iteration 7Q: 3 clusters Score -176097.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -176149.562500 Penalty: 3883.299316
	Iteration 8Q: 3 clusters Score -176149.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -176197.562500 Penalty: 3883.299316
	Iteration 9Q: 3 clusters Score -176197.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -176232.875000 Penalty: 3883.299316
	Iteration 10Q: 3 clusters Score -176232.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -176272.390625 Penalty: 3883.299316
	Iteration 11Q: 3 clusters Score -176272.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -176317.984375 Penalty: 3883.299316
	Iteration 12Q: 3 clusters Score -176318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -176359.937500 Penalty: 3883.299316
	Iteration 13Q: 3 clusters Score -176359.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -176403.468750 Penalty: 3883.299316
	Iteration 14Q: 3 clusters Score -176403.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -176446.187500 Penalty: 3883.299316
	Iteration 15Q: 3 clusters Score -176446.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -176478.437500 Penalty: 3883.299316
	Iteration 16Q: 3 clusters Score -176478.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -176512.718750 Penalty: 3883.299316
	Iteration 17Q: 3 clusters Score -176512.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -176541.093750 Penalty: 3883.299316
	Iteration 18Q: 3 clusters Score -176541.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -176564.578125 Penalty: 3883.299316
	Iteration 19Q: 3 clusters Score -176564.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -176578.500000 Penalty: 3883.299316
	Iteration 20F: 3 clusters Score -176578.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -176584.187500 Penalty: 3883.299316
	Iteration 21Q: 3 clusters Score -176584.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -176588.312500 Penalty: 3883.299316
	Iteration 22Q: 3 clusters Score -176588.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -176590.296875 Penalty: 3883.299316
	Iteration 23Q: 3 clusters Score -176590.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -176591.156250 Penalty: 3883.299316
	Iteration 24Q: 3 clusters Score -176591.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -176592.359375 Penalty: 3883.299316
	Iteration 25Q: 3 clusters Score -176592.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -176592.359375 Penalty: 3883.299316
	Iteration 26F: 3 clusters Score -176592.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Entering Unmasked Estep 
Score: -833552.687500 Penalty: 2306.104736
	Iteration 0F: 2 clusters Score -833552.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -825389.500000 Penalty: 4612.209473
	Iteration 0F: 3 clusters Score -825389.5 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -827730.250000 Penalty: 4612.209473
	Iteration 1F: 3 clusters Score -827730.2 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -828115.437500 Penalty: 4612.209473
	Iteration 2F: 3 clusters Score -828115.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -828488.812500 Penalty: 4612.209473
	Iteration 3F: 3 clusters Score -828488.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -828951.625000 Penalty: 4612.209473
	Iteration 4F: 3 clusters Score -828951.6 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -829607.125000 Penalty: 4612.209473
	Iteration 5F: 3 clusters Score -829607.1 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -830386.000000 Penalty: 4612.209473
	Iteration 6F: 3 clusters Score -830386 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -831238.687500 Penalty: 4612.209473
	Iteration 7F: 3 clusters Score -831238.7 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -831959.812500 Penalty: 4612.209473
	Iteration 8F: 3 clusters Score -831959.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -832451.625000 Penalty: 4612.209473
	Iteration 9Q: 3 clusters Score -832451.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -832754.750000 Penalty: 4612.209473
	Iteration 10Q: 3 clusters Score -832754.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -832925.625000 Penalty: 4612.209473
	Iteration 11Q: 3 clusters Score -832925.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -833021.625000 Penalty: 4612.209473
	Iteration 12Q: 3 clusters Score -833021.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -833066.625000 Penalty: 4612.209473
	Iteration 13Q: 3 clusters Score -833066.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -833106.562500 Penalty: 4612.209473
	Iteration 14Q: 3 clusters Score -833106.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -833132.250000 Penalty: 4612.209473
	Iteration 15Q: 3 clusters Score -833132.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -833142.937500 Penalty: 4612.209473
	Iteration 16Q: 3 clusters Score -833142.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -833150.125000 Penalty: 4612.209473
	Iteration 17Q: 3 clusters Score -833150.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -833155.125000 Penalty: 4612.209473
	Iteration 18Q: 3 clusters Score -833155.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -833158.562500 Penalty: 4612.209473
	Iteration 19Q: 3 clusters Score -833158.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -833162.875000 Penalty: 4612.209473
	Iteration 20F: 3 clusters Score -833162.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -833164.312500 Penalty: 4612.209473
	Iteration 21Q: 3 clusters Score -833164.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -833165.500000 Penalty: 4612.209473
	Iteration 22Q: 3 clusters Score -833165.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -833165.250000 Penalty: 4612.209473
	Iteration 23Q: 3 clusters Score -833165.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -833165.062500 Penalty: 4612.209473
	Iteration 24Q: 3 clusters Score -833165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -833165.875000 Penalty: 4612.209473
	Iteration 25Q: 3 clusters Score -833165.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -833166.750000 Penalty: 4612.209473
	Iteration 26Q: 3 clusters Score -833166.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -833164.625000 Penalty: 4612.209473
	Iteration 27Q: 3 clusters Score -833164.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -833166.875000 Penalty: 4612.209473
	Iteration 28Q: 3 clusters Score -833166.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -833166.687500 Penalty: 4612.209473
	Iteration 29Q: 3 clusters Score -833166.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -833168.250000 Penalty: 4612.209473
	Iteration 30Q: 3 clusters Score -833168.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -833168.250000 Penalty: 4612.209473
	Iteration 31F: 3 clusters Score -833168.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Entering Unmasked Estep 
Score: -624796.750000 Penalty: 2241.896973
	Iteration 0F: 2 clusters Score -624796.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -618163.625000 Penalty: 4483.793945
	Iteration 0F: 3 clusters Score -618163.6 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -620039.687500 Penalty: 4483.793945
	Iteration 1F: 3 clusters Score -620039.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -620328.875000 Penalty: 4483.793945
	Iteration 2F: 3 clusters Score -620328.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -620535.937500 Penalty: 4483.793945
	Iteration 3F: 3 clusters Score -620535.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -620709.312500 Penalty: 4483.793945
	Iteration 4Q: 3 clusters Score -620709.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -620855.125000 Penalty: 4483.793945
	Iteration 5Q: 3 clusters Score -620855.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -620990.562500 Penalty: 4483.793945
	Iteration 6Q: 3 clusters Score -620990.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -621110.875000 Penalty: 4483.793945
	Iteration 7Q: 3 clusters Score -621110.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -621225.500000 Penalty: 4483.793945
	Iteration 8Q: 3 clusters Score -621225.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -621351.250000 Penalty: 4483.793945
	Iteration 9Q: 3 clusters Score -621351.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -621476.750000 Penalty: 4483.793945
	Iteration 10Q: 3 clusters Score -621476.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -621620.375000 Penalty: 4483.793945
	Iteration 11Q: 3 clusters Score -621620.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -621774.750000 Penalty: 4483.793945
	Iteration 12Q: 3 clusters Score -621774.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -621916.875000 Penalty: 4483.793945
	Iteration 13Q: 3 clusters Score -621916.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -622081.625000 Penalty: 4483.793945
	Iteration 14Q: 3 clusters Score -622081.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -622281.062500 Penalty: 4483.793945
	Iteration 15Q: 3 clusters Score -622281.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -622462.625000 Penalty: 4483.793945
	Iteration 16Q: 3 clusters Score -622462.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -622615.250000 Penalty: 4483.793945
	Iteration 17Q: 3 clusters Score -622615.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -622737.312500 Penalty: 4483.793945
	Iteration 18Q: 3 clusters Score -622737.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -622835.750000 Penalty: 4483.793945
	Iteration 19Q: 3 clusters Score -622835.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -622923.375000 Penalty: 4483.793945
	Iteration 20F: 3 clusters Score -622923.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -622991.125000 Penalty: 4483.793945
	Iteration 21Q: 3 clusters Score -622991.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -623041.500000 Penalty: 4483.793945
	Iteration 22Q: 3 clusters Score -623041.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -623089.187500 Penalty: 4483.793945
	Iteration 23Q: 3 clusters Score -623089.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -623132.937500 Penalty: 4483.793945
	Iteration 24Q: 3 clusters Score -623132.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -623167.250000 Penalty: 4483.793945
	Iteration 25Q: 3 clusters Score -623167.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -623198.437500 Penalty: 4483.793945
	Iteration 26Q: 3 clusters Score -623198.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -623274.687500 Penalty: 4483.793945
	Iteration 27Q: 3 clusters Score -623274.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -623360.875000 Penalty: 4483.793945
	Iteration 28Q: 3 clusters Score -623360.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -623417.062500 Penalty: 4483.793945
	Iteration 29Q: 3 clusters Score -623417.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -623456.500000 Penalty: 4483.793945
	Iteration 30Q: 3 clusters Score -623456.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -623475.187500 Penalty: 4483.793945
	Iteration 31Q: 3 clusters Score -623475.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -623489.250000 Penalty: 4483.793945
	Iteration 32Q: 3 clusters Score -623489.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -623502.812500 Penalty: 4483.793945
	Iteration 33Q: 3 clusters Score -623502.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -623507.750000 Penalty: 4483.793945
	Iteration 34Q: 3 clusters Score -623507.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -623510.250000 Penalty: 4483.793945
	Iteration 35Q: 3 clusters Score -623510.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -623513.125000 Penalty: 4483.793945
	Iteration 36Q: 3 clusters Score -623513.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -623514.000000 Penalty: 4483.793945
	Iteration 37Q: 3 clusters Score -623514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -623515.312500 Penalty: 4483.793945
	Iteration 38Q: 3 clusters Score -623515.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -623515.312500 Penalty: 4483.793945
	Iteration 39F: 3 clusters Score -623515.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Entering Unmasked Estep 
Score: -883161.500000 Penalty: 2333.885742
	Iteration 0F: 2 clusters Score -883161.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -874033.437500 Penalty: 4667.771484
	Iteration 0F: 3 clusters Score -874033.4 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -876736.875000 Penalty: 4667.771484
	Iteration 1F: 3 clusters Score -876736.9 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -877132.125000 Penalty: 4667.771484
	Iteration 2F: 3 clusters Score -877132.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -877456.500000 Penalty: 4667.771484
	Iteration 3F: 3 clusters Score -877456.5 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -877736.000000 Penalty: 4667.771484
	Iteration 4Q: 3 clusters Score -877736 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -878020.562500 Penalty: 4667.771484
	Iteration 5Q: 3 clusters Score -878020.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -878349.062500 Penalty: 4667.771484
	Iteration 6Q: 3 clusters Score -878349.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -878677.250000 Penalty: 4667.771484
	Iteration 7Q: 3 clusters Score -878677.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -879000.062500 Penalty: 4667.771484
	Iteration 8Q: 3 clusters Score -879000.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -879294.375000 Penalty: 4667.771484
	Iteration 9Q: 3 clusters Score -879294.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -879563.000000 Penalty: 4667.771484
	Iteration 10Q: 3 clusters Score -879563 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -879819.937500 Penalty: 4667.771484
	Iteration 11Q: 3 clusters Score -879819.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -880041.312500 Penalty: 4667.771484
	Iteration 12Q: 3 clusters Score -880041.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -880217.937500 Penalty: 4667.771484
	Iteration 13Q: 3 clusters Score -880217.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -880368.375000 Penalty: 4667.771484
	Iteration 14Q: 3 clusters Score -880368.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -880481.750000 Penalty: 4667.771484
	Iteration 15Q: 3 clusters Score -880481.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -880562.500000 Penalty: 4667.771484
	Iteration 16Q: 3 clusters Score -880562.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -880606.500000 Penalty: 4667.771484
	Iteration 17Q: 3 clusters Score -880606.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -880639.500000 Penalty: 4667.771484
	Iteration 18Q: 3 clusters Score -880639.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -880667.937500 Penalty: 4667.771484
	Iteration 19Q: 3 clusters Score -880667.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -880691.500000 Penalty: 4667.771484
	Iteration 20F: 3 clusters Score -880691.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -880709.625000 Penalty: 4667.771484
	Iteration 21Q: 3 clusters Score -880709.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -880719.000000 Penalty: 4667.771484
	Iteration 22Q: 3 clusters Score -880719 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -880728.187500 Penalty: 4667.771484
	Iteration 23Q: 3 clusters Score -880728.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -880731.687500 Penalty: 4667.771484
	Iteration 24Q: 3 clusters Score -880731.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -880738.062500 Penalty: 4667.771484
	Iteration 25Q: 3 clusters Score -880738.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -880746.187500 Penalty: 4667.771484
	Iteration 26Q: 3 clusters Score -880746.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -880754.875000 Penalty: 4667.771484
	Iteration 27Q: 3 clusters Score -880754.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -880757.187500 Penalty: 4667.771484
	Iteration 28Q: 3 clusters Score -880757.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -880765.000000 Penalty: 4667.771484
	Iteration 29Q: 3 clusters Score -880765 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -880773.062500 Penalty: 4667.771484
	Iteration 30Q: 3 clusters Score -880773.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -880778.812500 Penalty: 4667.771484
	Iteration 31Q: 3 clusters Score -880778.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -880783.812500 Penalty: 4667.771484
	Iteration 32Q: 3 clusters Score -880783.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -880788.875000 Penalty: 4667.771484
	Iteration 33Q: 3 clusters Score -880788.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -880789.500000 Penalty: 4667.771484
	Iteration 34Q: 3 clusters Score -880789.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -880793.750000 Penalty: 4667.771484
	Iteration 35Q: 3 clusters Score -880793.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -880800.500000 Penalty: 4667.771484
	Iteration 36Q: 3 clusters Score -880800.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -880807.062500 Penalty: 4667.771484
	Iteration 37Q: 3 clusters Score -880807.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -880814.687500 Penalty: 4667.771484
	Iteration 38Q: 3 clusters Score -880814.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -880818.812500 Penalty: 4667.771484
	Iteration 39Q: 3 clusters Score -880818.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -880823.312500 Penalty: 4667.771484
	Iteration 40F: 3 clusters Score -880823.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -880827.250000 Penalty: 4667.771484
	Iteration 41Q: 3 clusters Score -880827.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -880828.062500 Penalty: 4667.771484
	Iteration 42Q: 3 clusters Score -880828.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -880827.625000 Penalty: 4667.771484
	Iteration 43Q: 3 clusters Score -880827.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -880830.312500 Penalty: 4667.771484
	Iteration 44Q: 3 clusters Score -880830.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -880831.812500 Penalty: 4667.771484
	Iteration 45Q: 3 clusters Score -880831.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -880831.625000 Penalty: 4667.771484
	Iteration 46Q: 3 clusters Score -880831.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -880834.500000 Penalty: 4667.771484
	Iteration 47Q: 3 clusters Score -880834.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -880835.437500 Penalty: 4667.771484
	Iteration 48Q: 3 clusters Score -880835.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -880835.375000 Penalty: 4667.771484
	Iteration 49Q: 3 clusters Score -880835.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -880835.937500 Penalty: 4667.771484
	Iteration 50Q: 3 clusters Score -880835.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -880837.187500 Penalty: 4667.771484
	Iteration 51Q: 3 clusters Score -880837.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -880836.187500 Penalty: 4667.771484
	Iteration 52Q: 3 clusters Score -880836.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -880838.875000 Penalty: 4667.771484
	Iteration 53Q: 3 clusters Score -880838.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -880837.187500 Penalty: 4667.771484
	Iteration 54Q: 3 clusters Score -880837.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -880839.875000 Penalty: 4667.771484
	Iteration 55Q: 3 clusters Score -880839.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -880840.937500 Penalty: 4667.771484
	Iteration 56Q: 3 clusters Score -880840.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -880842.187500 Penalty: 4667.771484
	Iteration 57Q: 3 clusters Score -880842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -880841.812500 Penalty: 4667.771484
	Iteration 58Q: 3 clusters Score -880841.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -880841.812500 Penalty: 4667.771484
	Iteration 59F: 3 clusters Score -880841.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Entering Unmasked Estep 
Score: -164683.812500 Penalty: 1926.596191
	Iteration 0F: 2 clusters Score -164683.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -161848.750000 Penalty: 3853.192383
	Iteration 0F: 3 clusters Score -161848.8 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -162591.359375 Penalty: 3853.192383
	Iteration 1F: 3 clusters Score -162591.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -162927.734375 Penalty: 3853.192383
	Iteration 2F: 3 clusters Score -162927.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -163129.343750 Penalty: 3853.192383
	Iteration 3F: 3 clusters Score -163129.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -163318.093750 Penalty: 3853.192383
	Iteration 4F: 3 clusters Score -163318.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -163586.828125 Penalty: 3853.192383
	Iteration 5F: 3 clusters Score -163586.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -163824.875000 Penalty: 3853.192383
	Iteration 6F: 3 clusters Score -163824.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -164051.984375 Penalty: 3853.192383
	Iteration 7Q: 3 clusters Score -164052 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -164178.109375 Penalty: 3853.192383
	Iteration 8Q: 3 clusters Score -164178.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -164251.406250 Penalty: 3853.192383
	Iteration 9Q: 3 clusters Score -164251.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -164300.875000 Penalty: 3853.192383
	Iteration 10Q: 3 clusters Score -164300.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -164337.328125 Penalty: 3853.192383
	Iteration 11Q: 3 clusters Score -164337.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -164360.578125 Penalty: 3853.192383
	Iteration 12Q: 3 clusters Score -164360.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -164389.781250 Penalty: 3853.192383
	Iteration 13Q: 3 clusters Score -164389.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -164427.000000 Penalty: 3853.192383
	Iteration 14Q: 3 clusters Score -164427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -164454.921875 Penalty: 3853.192383
	Iteration 15Q: 3 clusters Score -164454.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -164468.968750 Penalty: 3853.192383
	Iteration 16Q: 3 clusters Score -164469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -164475.406250 Penalty: 3853.192383
	Iteration 17Q: 3 clusters Score -164475.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -164481.734375 Penalty: 3853.192383
	Iteration 18Q: 3 clusters Score -164481.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -164486.437500 Penalty: 3853.192383
	Iteration 19Q: 3 clusters Score -164486.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -164489.781250 Penalty: 3853.192383
	Iteration 20F: 3 clusters Score -164489.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -164492.421875 Penalty: 3853.192383
	Iteration 21Q: 3 clusters Score -164492.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -164494.062500 Penalty: 3853.192383
	Iteration 22Q: 3 clusters Score -164494.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -164495.500000 Penalty: 3853.192383
	Iteration 23Q: 3 clusters Score -164495.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -164496.140625 Penalty: 3853.192383
	Iteration 24Q: 3 clusters Score -164496.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -164496.140625 Penalty: 3853.192383
	Iteration 25F: 3 clusters Score -164496.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (35527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Entering Unmasked Estep 
Score: -2339789.000000 Penalty: 2598.555908
	Iteration 0F: 2 clusters Score -2339789 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 17610 members 
Entering Unmasked Estep 
Score: -2315659.250000 Penalty: 5197.111816
	Iteration 0F: 3 clusters Score -2315659 nChanged 16141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2324528.500000 Penalty: 5197.111816
	Iteration 1F: 3 clusters Score -2324528 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2325189.000000 Penalty: 5197.111816
	Iteration 2Q: 3 clusters Score -2325189 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2325983.500000 Penalty: 5197.111816
	Iteration 3Q: 3 clusters Score -2325984 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2326989.750000 Penalty: 5197.111816
	Iteration 4F: 3 clusters Score -2326990 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2328317.000000 Penalty: 5197.111816
	Iteration 5F: 3 clusters Score -2328317 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2329842.000000 Penalty: 5197.111816
	Iteration 6F: 3 clusters Score -2329842 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2331444.500000 Penalty: 5197.111816
	Iteration 7F: 3 clusters Score -2331444 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2333106.000000 Penalty: 5197.111816
	Iteration 8F: 3 clusters Score -2333106 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2334687.250000 Penalty: 5197.111816
	Iteration 9F: 3 clusters Score -2334687 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2336011.750000 Penalty: 5197.111816
	Iteration 10Q: 3 clusters Score -2336012 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2336884.750000 Penalty: 5197.111816
	Iteration 11Q: 3 clusters Score -2336885 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2337466.500000 Penalty: 5197.111816
	Iteration 12Q: 3 clusters Score -2337466 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2337809.500000 Penalty: 5197.111816
	Iteration 13Q: 3 clusters Score -2337810 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2338064.000000 Penalty: 5197.111816
	Iteration 14Q: 3 clusters Score -2338064 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2338249.250000 Penalty: 5197.111816
	Iteration 15Q: 3 clusters Score -2338249 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2338389.500000 Penalty: 5197.111816
	Iteration 16Q: 3 clusters Score -2338390 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2338488.500000 Penalty: 5197.111816
	Iteration 17Q: 3 clusters Score -2338488 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2338542.750000 Penalty: 5197.111816
	Iteration 18Q: 3 clusters Score -2338543 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2338587.000000 Penalty: 5197.111816
	Iteration 19Q: 3 clusters Score -2338587 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2338606.000000 Penalty: 5197.111816
	Iteration 20F: 3 clusters Score -2338606 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2338613.000000 Penalty: 5197.111816
	Iteration 21Q: 3 clusters Score -2338613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2338621.000000 Penalty: 5197.111816
	Iteration 22Q: 3 clusters Score -2338621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2338629.500000 Penalty: 5197.111816
	Iteration 23Q: 3 clusters Score -2338630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2338633.000000 Penalty: 5197.111816
	Iteration 24Q: 3 clusters Score -2338633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2338634.250000 Penalty: 5197.111816
	Iteration 25Q: 3 clusters Score -2338634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2338636.500000 Penalty: 5197.111816
	Iteration 26Q: 3 clusters Score -2338636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2338638.500000 Penalty: 5197.111816
	Iteration 27Q: 3 clusters Score -2338638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2338638.500000 Penalty: 5197.111816
	Iteration 28Q: 3 clusters Score -2338638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2338642.250000 Penalty: 5197.111816
	Iteration 29Q: 3 clusters Score -2338642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2338640.750000 Penalty: 5197.111816
	Iteration 30Q: 3 clusters Score -2338641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2338642.750000 Penalty: 5197.111816
	Iteration 31Q: 3 clusters Score -2338643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2338642.250000 Penalty: 5197.111816
	Iteration 32Q: 3 clusters Score -2338642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2338640.500000 Penalty: 5197.111816
	Iteration 33Q: 3 clusters Score -2338640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2338640.750000 Penalty: 5197.111816
	Iteration 34Q: 3 clusters Score -2338641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2338643.750000 Penalty: 5197.111816
	Iteration 35Q: 3 clusters Score -2338644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2338643.750000 Penalty: 5197.111816
	Iteration 36F: 3 clusters Score -2338644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -80668.937500 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -80668.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -78583.007812 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -78583.01 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -78896.773438 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -78896.77 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -79007.843750 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -79007.84 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -79167.312500 Penalty: 3540.484131
	Iteration 3F: 3 clusters Score -79167.31 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -79318.515625 Penalty: 3540.484131
	Iteration 4F: 3 clusters Score -79318.52 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -79494.531250 Penalty: 3540.484131
	Iteration 5Q: 3 clusters Score -79494.53 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -79601.218750 Penalty: 3540.484131
	Iteration 6Q: 3 clusters Score -79601.22 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -79722.875000 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -79722.88 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -79809.539062 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -79809.54 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -79878.132812 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -79878.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -79916.367188 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -79916.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -79934.695312 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -79934.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -79943.195312 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -79943.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -79952.203125 Penalty: 3540.484131
	Iteration 13Q: 3 clusters Score -79952.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -79956.218750 Penalty: 3540.484131
	Iteration 14Q: 3 clusters Score -79956.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -79959.515625 Penalty: 3540.484131
	Iteration 15Q: 3 clusters Score -79959.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -79960.562500 Penalty: 3540.484131
	Iteration 16Q: 3 clusters Score -79960.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -79961.273438 Penalty: 3540.484131
	Iteration 17Q: 3 clusters Score -79961.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -79982.078125 Penalty: 3540.484131
	Iteration 18F: 3 clusters Score -79982.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -80033.968750 Penalty: 3540.484131
	Iteration 19Q: 3 clusters Score -80033.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -80069.945312 Penalty: 3540.484131
	Iteration 20F: 3 clusters Score -80069.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -80103.523438 Penalty: 3540.484131
	Iteration 21Q: 3 clusters Score -80103.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -80145.718750 Penalty: 3540.484131
	Iteration 22Q: 3 clusters Score -80145.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -80170.742188 Penalty: 3540.484131
	Iteration 23Q: 3 clusters Score -80170.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -80189.437500 Penalty: 3540.484131
	Iteration 24Q: 3 clusters Score -80189.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -80197.351562 Penalty: 3540.484131
	Iteration 25Q: 3 clusters Score -80197.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -80197.351562 Penalty: 3540.484131
	Iteration 26F: 3 clusters Score -80197.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (132945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132945 members 
Entering Unmasked Estep 
Score: -10149188.000000 Penalty: 2925.827148
	Iteration 0F: 2 clusters Score -1.014919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66203 members 
Mstep: Class 2 contains 66742 members 
Entering Unmasked Estep 
Score: -10060078.000000 Penalty: 5851.654297
	Iteration 0F: 3 clusters Score -1.006008e+07 nChanged 63299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62664 members 
Mstep: Class 2 contains 70281 members 
Entering Unmasked Estep 
Score: -10096916.000000 Penalty: 5851.654297
	Iteration 1F: 3 clusters Score -1.009692e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 72291 members 
Entering Unmasked Estep 
Score: -10097818.000000 Penalty: 5851.654297
	Iteration 2Q: 3 clusters Score -1.009782e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57698 members 
Mstep: Class 2 contains 75247 members 
Entering Unmasked Estep 
Score: -10099085.000000 Penalty: 5851.654297
	Iteration 3Q: 3 clusters Score -1.009908e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 79667 members 
Entering Unmasked Estep 
Score: -10101293.000000 Penalty: 5851.654297
	Iteration 4Q: 3 clusters Score -1.010129e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 86216 members 
Entering Unmasked Estep 
Score: -10105039.000000 Penalty: 5851.654297
	Iteration 5F: 3 clusters Score -1.010504e+07 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 95275 members 
Entering Unmasked Estep 
Score: -10111535.000000 Penalty: 5851.654297
	Iteration 6F: 3 clusters Score -1.011154e+07 nChanged 11340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 106605 members 
Entering Unmasked Estep 
Score: -10121292.000000 Penalty: 5851.654297
	Iteration 7F: 3 clusters Score -1.012129e+07 nChanged 11431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 118036 members 
Entering Unmasked Estep 
Score: -10132333.000000 Penalty: 5851.654297
	Iteration 8F: 3 clusters Score -1.013233e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 126498 members 
Entering Unmasked Estep 
Score: -10140535.000000 Penalty: 5851.654297
	Iteration 9F: 3 clusters Score -1.014054e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 130684 members 
Entering Unmasked Estep 
Score: -10144509.000000 Penalty: 5851.654297
	Iteration 10Q: 3 clusters Score -1.014451e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 132157 members 
Entering Unmasked Estep 
Score: -10145877.000000 Penalty: 5851.654297
	Iteration 11Q: 3 clusters Score -1.014588e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 132531 members 
Entering Unmasked Estep 
Score: -10146278.000000 Penalty: 5851.654297
	Iteration 12Q: 3 clusters Score -1.014628e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 132636 members 
Entering Unmasked Estep 
Score: -10146417.000000 Penalty: 5851.654297
	Iteration 13Q: 3 clusters Score -1.014642e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 132670 members 
Entering Unmasked Estep 
Score: -10146474.000000 Penalty: 5851.654297
	Iteration 14Q: 3 clusters Score -1.014647e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 132687 members 
Entering Unmasked Estep 
Score: -10146515.000000 Penalty: 5851.654297
	Iteration 15Q: 3 clusters Score -1.014652e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 132697 members 
Entering Unmasked Estep 
Score: -10146551.000000 Penalty: 5851.654297
	Iteration 16Q: 3 clusters Score -1.014655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 132705 members 
Entering Unmasked Estep 
Score: -10146562.000000 Penalty: 5851.654297
	Iteration 17Q: 3 clusters Score -1.014656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 132708 members 
Entering Unmasked Estep 
Score: -10146569.000000 Penalty: 5851.654297
	Iteration 18Q: 3 clusters Score -1.014657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 132712 members 
Entering Unmasked Estep 
Score: -10146587.000000 Penalty: 5851.654297
	Iteration 19Q: 3 clusters Score -1.014659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 132715 members 
Entering Unmasked Estep 
Score: -10146593.000000 Penalty: 5851.654297
	Iteration 20F: 3 clusters Score -1.014659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 132715 members 
Entering Unmasked Estep 
Score: -10146601.000000 Penalty: 5851.654297
	Iteration 21Q: 3 clusters Score -1.01466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 132715 members 
Entering Unmasked Estep 
Score: -10146601.000000 Penalty: 5851.654297
	Iteration 22F: 3 clusters Score -1.01466e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Entering Unmasked Estep 
Score: -323740.500000 Penalty: 2090.125488
	Iteration 0F: 2 clusters Score -323740.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -319556.218750 Penalty: 4180.250977
	Iteration 0F: 3 clusters Score -319556.2 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -320567.781250 Penalty: 4180.250977
	Iteration 1F: 3 clusters Score -320567.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -320815.593750 Penalty: 4180.250977
	Iteration 2F: 3 clusters Score -320815.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -320963.500000 Penalty: 4180.250977
	Iteration 3F: 3 clusters Score -320963.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -321070.562500 Penalty: 4180.250977
	Iteration 4Q: 3 clusters Score -321070.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -321156.750000 Penalty: 4180.250977
	Iteration 5Q: 3 clusters Score -321156.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -321217.500000 Penalty: 4180.250977
	Iteration 6Q: 3 clusters Score -321217.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -321267.093750 Penalty: 4180.250977
	Iteration 7Q: 3 clusters Score -321267.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -321323.750000 Penalty: 4180.250977
	Iteration 8Q: 3 clusters Score -321323.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -321381.468750 Penalty: 4180.250977
	Iteration 9Q: 3 clusters Score -321381.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -321434.687500 Penalty: 4180.250977
	Iteration 10Q: 3 clusters Score -321434.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -321488.843750 Penalty: 4180.250977
	Iteration 11Q: 3 clusters Score -321488.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -321553.968750 Penalty: 4180.250977
	Iteration 12Q: 3 clusters Score -321554 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -321614.781250 Penalty: 4180.250977
	Iteration 13Q: 3 clusters Score -321614.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -321680.031250 Penalty: 4180.250977
	Iteration 14Q: 3 clusters Score -321680 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -321722.718750 Penalty: 4180.250977
	Iteration 15Q: 3 clusters Score -321722.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -321779.437500 Penalty: 4180.250977
	Iteration 16Q: 3 clusters Score -321779.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -321849.843750 Penalty: 4180.250977
	Iteration 17Q: 3 clusters Score -321849.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -321926.812500 Penalty: 4180.250977
	Iteration 18Q: 3 clusters Score -321926.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -321990.187500 Penalty: 4180.250977
	Iteration 19Q: 3 clusters Score -321990.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -322058.187500 Penalty: 4180.250977
	Iteration 20F: 3 clusters Score -322058.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -322105.718750 Penalty: 4180.250977
	Iteration 21Q: 3 clusters Score -322105.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -322135.000000 Penalty: 4180.250977
	Iteration 22Q: 3 clusters Score -322135 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -322157.156250 Penalty: 4180.250977
	Iteration 23Q: 3 clusters Score -322157.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -322181.531250 Penalty: 4180.250977
	Iteration 24Q: 3 clusters Score -322181.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -322207.531250 Penalty: 4180.250977
	Iteration 25Q: 3 clusters Score -322207.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -322232.406250 Penalty: 4180.250977
	Iteration 26Q: 3 clusters Score -322232.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -322242.156250 Penalty: 4180.250977
	Iteration 27Q: 3 clusters Score -322242.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -322247.875000 Penalty: 4180.250977
	Iteration 28Q: 3 clusters Score -322247.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -322254.531250 Penalty: 4180.250977
	Iteration 29Q: 3 clusters Score -322254.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -322257.437500 Penalty: 4180.250977
	Iteration 30Q: 3 clusters Score -322257.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -322261.718750 Penalty: 4180.250977
	Iteration 31Q: 3 clusters Score -322261.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -322265.125000 Penalty: 4180.250977
	Iteration 32Q: 3 clusters Score -322265.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -322268.312500 Penalty: 4180.250977
	Iteration 33Q: 3 clusters Score -322268.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -322270.812500 Penalty: 4180.250977
	Iteration 34Q: 3 clusters Score -322270.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -322274.218750 Penalty: 4180.250977
	Iteration 35Q: 3 clusters Score -322274.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -322276.000000 Penalty: 4180.250977
	Iteration 36Q: 3 clusters Score -322276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -322278.125000 Penalty: 4180.250977
	Iteration 37Q: 3 clusters Score -322278.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -322281.281250 Penalty: 4180.250977
	Iteration 38Q: 3 clusters Score -322281.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -322283.125000 Penalty: 4180.250977
	Iteration 39Q: 3 clusters Score -322283.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -322285.468750 Penalty: 4180.250977
	Iteration 40F: 3 clusters Score -322285.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -322286.031250 Penalty: 4180.250977
	Iteration 41Q: 3 clusters Score -322286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -322286.906250 Penalty: 4180.250977
	Iteration 42Q: 3 clusters Score -322286.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -322287.531250 Penalty: 4180.250977
	Iteration 43Q: 3 clusters Score -322287.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -322287.718750 Penalty: 4180.250977
	Iteration 44Q: 3 clusters Score -322287.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -322287.718750 Penalty: 4180.250977
	Iteration 45F: 3 clusters Score -322287.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Entering Unmasked Estep 
Score: -108444.046875 Penalty: 1816.309937
	Iteration 0F: 2 clusters Score -108444 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 768 members 
Entering Unmasked Estep 
Score: -106176.367188 Penalty: 3632.619873
	Iteration 0F: 3 clusters Score -106176.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -106567.703125 Penalty: 3632.619873
	Iteration 1F: 3 clusters Score -106567.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -106662.062500 Penalty: 3632.619873
	Iteration 2F: 3 clusters Score -106662.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -106723.890625 Penalty: 3632.619873
	Iteration 3Q: 3 clusters Score -106723.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -106770.625000 Penalty: 3632.619873
	Iteration 4Q: 3 clusters Score -106770.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -106800.531250 Penalty: 3632.619873
	Iteration 5Q: 3 clusters Score -106800.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -106819.734375 Penalty: 3632.619873
	Iteration 6Q: 3 clusters Score -106819.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -106846.718750 Penalty: 3632.619873
	Iteration 7Q: 3 clusters Score -106846.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -106870.148438 Penalty: 3632.619873
	Iteration 8Q: 3 clusters Score -106870.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -106889.218750 Penalty: 3632.619873
	Iteration 9Q: 3 clusters Score -106889.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -106913.757812 Penalty: 3632.619873
	Iteration 10Q: 3 clusters Score -106913.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -106940.351562 Penalty: 3632.619873
	Iteration 11Q: 3 clusters Score -106940.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -106965.171875 Penalty: 3632.619873
	Iteration 12Q: 3 clusters Score -106965.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -106989.984375 Penalty: 3632.619873
	Iteration 13Q: 3 clusters Score -106990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -107012.546875 Penalty: 3632.619873
	Iteration 14Q: 3 clusters Score -107012.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -107026.664062 Penalty: 3632.619873
	Iteration 15Q: 3 clusters Score -107026.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -107035.984375 Penalty: 3632.619873
	Iteration 16Q: 3 clusters Score -107036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -107046.765625 Penalty: 3632.619873
	Iteration 17Q: 3 clusters Score -107046.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -107060.187500 Penalty: 3632.619873
	Iteration 18Q: 3 clusters Score -107060.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -107076.468750 Penalty: 3632.619873
	Iteration 19Q: 3 clusters Score -107076.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -107085.953125 Penalty: 3632.619873
	Iteration 20F: 3 clusters Score -107086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -107090.398438 Penalty: 3632.619873
	Iteration 21Q: 3 clusters Score -107090.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -107095.226562 Penalty: 3632.619873
	Iteration 22Q: 3 clusters Score -107095.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -107098.531250 Penalty: 3632.619873
	Iteration 23Q: 3 clusters Score -107098.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -107100.937500 Penalty: 3632.619873
	Iteration 24Q: 3 clusters Score -107100.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -107104.007812 Penalty: 3632.619873
	Iteration 25Q: 3 clusters Score -107104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -107108.359375 Penalty: 3632.619873
	Iteration 26Q: 3 clusters Score -107108.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -107111.695312 Penalty: 3632.619873
	Iteration 27Q: 3 clusters Score -107111.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -107117.476562 Penalty: 3632.619873
	Iteration 28Q: 3 clusters Score -107117.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -107120.960938 Penalty: 3632.619873
	Iteration 29Q: 3 clusters Score -107121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -107123.078125 Penalty: 3632.619873
	Iteration 30Q: 3 clusters Score -107123.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -107123.359375 Penalty: 3632.619873
	Iteration 31Q: 3 clusters Score -107123.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -107123.359375 Penalty: 3632.619873
	Iteration 32F: 3 clusters Score -107123.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Entering Unmasked Estep 
Score: -233253.078125 Penalty: 2009.065674
	Iteration 0F: 2 clusters Score -233253.1 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 1658 members 
Entering Unmasked Estep 
Score: -229797.781250 Penalty: 4018.131348
	Iteration 0F: 3 clusters Score -229797.8 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -230634.703125 Penalty: 4018.131348
	Iteration 1F: 3 clusters Score -230634.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -230849.093750 Penalty: 4018.131348
	Iteration 2F: 3 clusters Score -230849.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -230987.328125 Penalty: 4018.131348
	Iteration 3Q: 3 clusters Score -230987.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -231091.609375 Penalty: 4018.131348
	Iteration 4Q: 3 clusters Score -231091.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -231169.812500 Penalty: 4018.131348
	Iteration 5Q: 3 clusters Score -231169.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -231229.296875 Penalty: 4018.131348
	Iteration 6Q: 3 clusters Score -231229.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -231310.500000 Penalty: 4018.131348
	Iteration 7Q: 3 clusters Score -231310.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -231389.734375 Penalty: 4018.131348
	Iteration 8Q: 3 clusters Score -231389.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -231449.984375 Penalty: 4018.131348
	Iteration 9Q: 3 clusters Score -231450 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -231509.125000 Penalty: 4018.131348
	Iteration 10Q: 3 clusters Score -231509.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -231576.015625 Penalty: 4018.131348
	Iteration 11Q: 3 clusters Score -231576 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -231640.093750 Penalty: 4018.131348
	Iteration 12Q: 3 clusters Score -231640.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -231691.437500 Penalty: 4018.131348
	Iteration 13Q: 3 clusters Score -231691.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -231744.140625 Penalty: 4018.131348
	Iteration 14Q: 3 clusters Score -231744.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -231790.218750 Penalty: 4018.131348
	Iteration 15Q: 3 clusters Score -231790.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -231832.765625 Penalty: 4018.131348
	Iteration 16Q: 3 clusters Score -231832.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -231864.671875 Penalty: 4018.131348
	Iteration 17Q: 3 clusters Score -231864.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -231887.843750 Penalty: 4018.131348
	Iteration 18Q: 3 clusters Score -231887.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -231906.468750 Penalty: 4018.131348
	Iteration 19Q: 3 clusters Score -231906.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -231922.000000 Penalty: 4018.131348
	Iteration 20F: 3 clusters Score -231922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -231935.687500 Penalty: 4018.131348
	Iteration 21Q: 3 clusters Score -231935.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -231953.421875 Penalty: 4018.131348
	Iteration 22Q: 3 clusters Score -231953.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -231973.781250 Penalty: 4018.131348
	Iteration 23Q: 3 clusters Score -231973.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -231998.984375 Penalty: 4018.131348
	Iteration 24Q: 3 clusters Score -231999 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -232045.015625 Penalty: 4018.131348
	Iteration 25Q: 3 clusters Score -232045 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -232109.921875 Penalty: 4018.131348
	Iteration 26Q: 3 clusters Score -232109.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -232204.281250 Penalty: 4018.131348
	Iteration 27Q: 3 clusters Score -232204.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -232301.921875 Penalty: 4018.131348
	Iteration 28Q: 3 clusters Score -232301.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -232330.406250 Penalty: 4018.131348
	Iteration 29Q: 3 clusters Score -232330.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -232341.890625 Penalty: 4018.131348
	Iteration 30Q: 3 clusters Score -232341.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -232348.734375 Penalty: 4018.131348
	Iteration 31Q: 3 clusters Score -232348.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -232353.375000 Penalty: 4018.131348
	Iteration 32Q: 3 clusters Score -232353.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -232359.984375 Penalty: 4018.131348
	Iteration 33Q: 3 clusters Score -232360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -232365.906250 Penalty: 4018.131348
	Iteration 34Q: 3 clusters Score -232365.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -232368.296875 Penalty: 4018.131348
	Iteration 35Q: 3 clusters Score -232368.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -232371.390625 Penalty: 4018.131348
	Iteration 36Q: 3 clusters Score -232371.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -232372.750000 Penalty: 4018.131348
	Iteration 37Q: 3 clusters Score -232372.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -232375.515625 Penalty: 4018.131348
	Iteration 38Q: 3 clusters Score -232375.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -232377.812500 Penalty: 4018.131348
	Iteration 39Q: 3 clusters Score -232377.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -232379.453125 Penalty: 4018.131348
	Iteration 40F: 3 clusters Score -232379.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -232379.953125 Penalty: 4018.131348
	Iteration 41Q: 3 clusters Score -232380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -232379.953125 Penalty: 4018.131348
	Iteration 42F: 3 clusters Score -232380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Entering Unmasked Estep 
Score: -115879.992188 Penalty: 1878.363159
	Iteration 0F: 2 clusters Score -115880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -113326.109375 Penalty: 3756.726318
	Iteration 0F: 3 clusters Score -113326.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -113790.015625 Penalty: 3756.726318
	Iteration 1F: 3 clusters Score -113790 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -113930.093750 Penalty: 3756.726318
	Iteration 2F: 3 clusters Score -113930.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -114011.875000 Penalty: 3756.726318
	Iteration 3Q: 3 clusters Score -114011.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -114063.171875 Penalty: 3756.726318
	Iteration 4Q: 3 clusters Score -114063.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -114096.179688 Penalty: 3756.726318
	Iteration 5Q: 3 clusters Score -114096.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -114140.203125 Penalty: 3756.726318
	Iteration 6Q: 3 clusters Score -114140.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -114183.203125 Penalty: 3756.726318
	Iteration 7Q: 3 clusters Score -114183.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -114225.179688 Penalty: 3756.726318
	Iteration 8Q: 3 clusters Score -114225.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -114258.890625 Penalty: 3756.726318
	Iteration 9Q: 3 clusters Score -114258.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -114295.640625 Penalty: 3756.726318
	Iteration 10Q: 3 clusters Score -114295.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -114338.726562 Penalty: 3756.726318
	Iteration 11Q: 3 clusters Score -114338.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -114374.195312 Penalty: 3756.726318
	Iteration 12Q: 3 clusters Score -114374.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -114400.984375 Penalty: 3756.726318
	Iteration 13Q: 3 clusters Score -114401 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -114421.164062 Penalty: 3756.726318
	Iteration 14Q: 3 clusters Score -114421.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -114440.210938 Penalty: 3756.726318
	Iteration 15Q: 3 clusters Score -114440.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -114463.070312 Penalty: 3756.726318
	Iteration 16Q: 3 clusters Score -114463.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -114470.875000 Penalty: 3756.726318
	Iteration 17Q: 3 clusters Score -114470.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -114477.781250 Penalty: 3756.726318
	Iteration 18Q: 3 clusters Score -114477.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -114489.351562 Penalty: 3756.726318
	Iteration 19Q: 3 clusters Score -114489.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -114499.351562 Penalty: 3756.726318
	Iteration 20F: 3 clusters Score -114499.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -114505.687500 Penalty: 3756.726318
	Iteration 21Q: 3 clusters Score -114505.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -114512.718750 Penalty: 3756.726318
	Iteration 22Q: 3 clusters Score -114512.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -114519.625000 Penalty: 3756.726318
	Iteration 23Q: 3 clusters Score -114519.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -114527.414062 Penalty: 3756.726318
	Iteration 24Q: 3 clusters Score -114527.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -114535.757812 Penalty: 3756.726318
	Iteration 25Q: 3 clusters Score -114535.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -114549.023438 Penalty: 3756.726318
	Iteration 26Q: 3 clusters Score -114549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -114571.703125 Penalty: 3756.726318
	Iteration 27Q: 3 clusters Score -114571.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -114588.359375 Penalty: 3756.726318
	Iteration 28Q: 3 clusters Score -114588.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -114600.179688 Penalty: 3756.726318
	Iteration 29Q: 3 clusters Score -114600.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -114607.218750 Penalty: 3756.726318
	Iteration 30Q: 3 clusters Score -114607.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -114612.015625 Penalty: 3756.726318
	Iteration 31Q: 3 clusters Score -114612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -114614.664062 Penalty: 3756.726318
	Iteration 32Q: 3 clusters Score -114614.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -114617.500000 Penalty: 3756.726318
	Iteration 33Q: 3 clusters Score -114617.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -114620.507812 Penalty: 3756.726318
	Iteration 34Q: 3 clusters Score -114620.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -114623.046875 Penalty: 3756.726318
	Iteration 35Q: 3 clusters Score -114623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -114625.023438 Penalty: 3756.726318
	Iteration 36Q: 3 clusters Score -114625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -114626.609375 Penalty: 3756.726318
	Iteration 37Q: 3 clusters Score -114626.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -114628.875000 Penalty: 3756.726318
	Iteration 38Q: 3 clusters Score -114628.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -114633.046875 Penalty: 3756.726318
	Iteration 39Q: 3 clusters Score -114633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -114635.109375 Penalty: 3756.726318
	Iteration 40F: 3 clusters Score -114635.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -114638.695312 Penalty: 3756.726318
	Iteration 41Q: 3 clusters Score -114638.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -114644.679688 Penalty: 3756.726318
	Iteration 42Q: 3 clusters Score -114644.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -114646.976562 Penalty: 3756.726318
	Iteration 43Q: 3 clusters Score -114647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -114653.726562 Penalty: 3756.726318
	Iteration 44Q: 3 clusters Score -114653.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -114657.437500 Penalty: 3756.726318
	Iteration 45Q: 3 clusters Score -114657.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -114657.859375 Penalty: 3756.726318
	Iteration 46Q: 3 clusters Score -114657.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -114657.859375 Penalty: 3756.726318
	Iteration 47F: 3 clusters Score -114657.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Entering Unmasked Estep 
Score: -113356.937500 Penalty: 1911.463013
	Iteration 0F: 2 clusters Score -113356.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -110646.515625 Penalty: 3822.926025
	Iteration 0F: 3 clusters Score -110646.5 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -111576.203125 Penalty: 3822.926025
	Iteration 1F: 3 clusters Score -111576.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -112070.398438 Penalty: 3822.926025
	Iteration 2F: 3 clusters Score -112070.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -112378.726562 Penalty: 3822.926025
	Iteration 3F: 3 clusters Score -112378.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -112565.875000 Penalty: 3822.926025
	Iteration 4F: 3 clusters Score -112565.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -112716.140625 Penalty: 3822.926025
	Iteration 5Q: 3 clusters Score -112716.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -112823.640625 Penalty: 3822.926025
	Iteration 6Q: 3 clusters Score -112823.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -112905.843750 Penalty: 3822.926025
	Iteration 7Q: 3 clusters Score -112905.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -112944.843750 Penalty: 3822.926025
	Iteration 8Q: 3 clusters Score -112944.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -112987.945312 Penalty: 3822.926025
	Iteration 9Q: 3 clusters Score -112987.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -113022.468750 Penalty: 3822.926025
	Iteration 10Q: 3 clusters Score -113022.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -113046.937500 Penalty: 3822.926025
	Iteration 11Q: 3 clusters Score -113046.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -113063.882812 Penalty: 3822.926025
	Iteration 12Q: 3 clusters Score -113063.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -113077.164062 Penalty: 3822.926025
	Iteration 13Q: 3 clusters Score -113077.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -113083.210938 Penalty: 3822.926025
	Iteration 14Q: 3 clusters Score -113083.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -113087.632812 Penalty: 3822.926025
	Iteration 15Q: 3 clusters Score -113087.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -113088.882812 Penalty: 3822.926025
	Iteration 16Q: 3 clusters Score -113088.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -113089.320312 Penalty: 3822.926025
	Iteration 17Q: 3 clusters Score -113089.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -113091.164062 Penalty: 3822.926025
	Iteration 18F: 3 clusters Score -113091.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -113092.468750 Penalty: 3822.926025
	Iteration 19Q: 3 clusters Score -113092.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -113094.070312 Penalty: 3822.926025
	Iteration 20F: 3 clusters Score -113094.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -113095.070312 Penalty: 3822.926025
	Iteration 21Q: 3 clusters Score -113095.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -113095.843750 Penalty: 3822.926025
	Iteration 22Q: 3 clusters Score -113095.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -113095.843750 Penalty: 3822.926025
	Iteration 23F: 3 clusters Score -113095.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -246046.359375 Penalty: 2021.316040
	Iteration 0F: 2 clusters Score -246046.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -242527.546875 Penalty: 4042.632080
	Iteration 0F: 3 clusters Score -242527.5 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -243489.953125 Penalty: 4042.632080
	Iteration 1F: 3 clusters Score -243490 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -243867.562500 Penalty: 4042.632080
	Iteration 2F: 3 clusters Score -243867.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -244163.468750 Penalty: 4042.632080
	Iteration 3F: 3 clusters Score -244163.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -244391.312500 Penalty: 4042.632080
	Iteration 4F: 3 clusters Score -244391.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -244570.000000 Penalty: 4042.632080
	Iteration 5F: 3 clusters Score -244570 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -244655.531250 Penalty: 4042.632080
	Iteration 6Q: 3 clusters Score -244655.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -244719.109375 Penalty: 4042.632080
	Iteration 7Q: 3 clusters Score -244719.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -244760.421875 Penalty: 4042.632080
	Iteration 8Q: 3 clusters Score -244760.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -244786.625000 Penalty: 4042.632080
	Iteration 9Q: 3 clusters Score -244786.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -244802.125000 Penalty: 4042.632080
	Iteration 10Q: 3 clusters Score -244802.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -244814.015625 Penalty: 4042.632080
	Iteration 11Q: 3 clusters Score -244814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -244822.515625 Penalty: 4042.632080
	Iteration 12Q: 3 clusters Score -244822.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -244827.500000 Penalty: 4042.632080
	Iteration 13Q: 3 clusters Score -244827.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -244832.578125 Penalty: 4042.632080
	Iteration 14Q: 3 clusters Score -244832.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -244834.656250 Penalty: 4042.632080
	Iteration 15Q: 3 clusters Score -244834.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -244835.500000 Penalty: 4042.632080
	Iteration 16Q: 3 clusters Score -244835.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -244837.125000 Penalty: 4042.632080
	Iteration 17Q: 3 clusters Score -244837.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -244838.000000 Penalty: 4042.632080
	Iteration 18Q: 3 clusters Score -244838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -244840.984375 Penalty: 4042.632080
	Iteration 19Q: 3 clusters Score -244841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -244842.531250 Penalty: 4042.632080
	Iteration 20F: 3 clusters Score -244842.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -244845.281250 Penalty: 4042.632080
	Iteration 21Q: 3 clusters Score -244845.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -244847.906250 Penalty: 4042.632080
	Iteration 22Q: 3 clusters Score -244847.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -244851.609375 Penalty: 4042.632080
	Iteration 23Q: 3 clusters Score -244851.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -244854.078125 Penalty: 4042.632080
	Iteration 24Q: 3 clusters Score -244854.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -244857.656250 Penalty: 4042.632080
	Iteration 25Q: 3 clusters Score -244857.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -244861.843750 Penalty: 4042.632080
	Iteration 26Q: 3 clusters Score -244861.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -244869.265625 Penalty: 4042.632080
	Iteration 27Q: 3 clusters Score -244869.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -244874.984375 Penalty: 4042.632080
	Iteration 28Q: 3 clusters Score -244875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -244878.390625 Penalty: 4042.632080
	Iteration 29Q: 3 clusters Score -244878.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -244881.906250 Penalty: 4042.632080
	Iteration 30Q: 3 clusters Score -244881.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -244883.078125 Penalty: 4042.632080
	Iteration 31Q: 3 clusters Score -244883.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -244884.468750 Penalty: 4042.632080
	Iteration 32Q: 3 clusters Score -244884.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -244886.953125 Penalty: 4042.632080
	Iteration 33Q: 3 clusters Score -244887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -244889.171875 Penalty: 4042.632080
	Iteration 34Q: 3 clusters Score -244889.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -244890.531250 Penalty: 4042.632080
	Iteration 35Q: 3 clusters Score -244890.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -244892.312500 Penalty: 4042.632080
	Iteration 36Q: 3 clusters Score -244892.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -244897.484375 Penalty: 4042.632080
	Iteration 37Q: 3 clusters Score -244897.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -244902.609375 Penalty: 4042.632080
	Iteration 38Q: 3 clusters Score -244902.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -244905.250000 Penalty: 4042.632080
	Iteration 39Q: 3 clusters Score -244905.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -244911.328125 Penalty: 4042.632080
	Iteration 40F: 3 clusters Score -244911.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -244915.062500 Penalty: 4042.632080
	Iteration 41Q: 3 clusters Score -244915.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -244916.328125 Penalty: 4042.632080
	Iteration 42Q: 3 clusters Score -244916.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -244917.234375 Penalty: 4042.632080
	Iteration 43Q: 3 clusters Score -244917.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -244919.296875 Penalty: 4042.632080
	Iteration 44Q: 3 clusters Score -244919.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -244921.234375 Penalty: 4042.632080
	Iteration 45Q: 3 clusters Score -244921.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -244923.265625 Penalty: 4042.632080
	Iteration 46Q: 3 clusters Score -244923.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -244927.593750 Penalty: 4042.632080
	Iteration 47Q: 3 clusters Score -244927.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -244931.578125 Penalty: 4042.632080
	Iteration 48Q: 3 clusters Score -244931.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -244934.781250 Penalty: 4042.632080
	Iteration 49Q: 3 clusters Score -244934.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -244936.921875 Penalty: 4042.632080
	Iteration 50Q: 3 clusters Score -244936.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -244939.265625 Penalty: 4042.632080
	Iteration 51Q: 3 clusters Score -244939.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -244944.406250 Penalty: 4042.632080
	Iteration 52Q: 3 clusters Score -244944.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -244950.406250 Penalty: 4042.632080
	Iteration 53Q: 3 clusters Score -244950.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -244957.546875 Penalty: 4042.632080
	Iteration 54Q: 3 clusters Score -244957.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -244965.921875 Penalty: 4042.632080
	Iteration 55Q: 3 clusters Score -244965.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -244972.390625 Penalty: 4042.632080
	Iteration 56Q: 3 clusters Score -244972.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -244981.921875 Penalty: 4042.632080
	Iteration 57Q: 3 clusters Score -244981.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -244994.562500 Penalty: 4042.632080
	Iteration 58Q: 3 clusters Score -244994.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -245005.140625 Penalty: 4042.632080
	Iteration 59Q: 3 clusters Score -245005.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -245022.640625 Penalty: 4042.632080
	Iteration 60F: 3 clusters Score -245022.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -245042.453125 Penalty: 4042.632080
	Iteration 61Q: 3 clusters Score -245042.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -245050.421875 Penalty: 4042.632080
	Iteration 62Q: 3 clusters Score -245050.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -245056.421875 Penalty: 4042.632080
	Iteration 63Q: 3 clusters Score -245056.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -245061.671875 Penalty: 4042.632080
	Iteration 64Q: 3 clusters Score -245061.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -245066.375000 Penalty: 4042.632080
	Iteration 65Q: 3 clusters Score -245066.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -245070.562500 Penalty: 4042.632080
	Iteration 66Q: 3 clusters Score -245070.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -245072.781250 Penalty: 4042.632080
	Iteration 67Q: 3 clusters Score -245072.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -245075.031250 Penalty: 4042.632080
	Iteration 68Q: 3 clusters Score -245075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -245076.781250 Penalty: 4042.632080
	Iteration 69Q: 3 clusters Score -245076.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -245077.968750 Penalty: 4042.632080
	Iteration 70Q: 3 clusters Score -245078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -245078.812500 Penalty: 4042.632080
	Iteration 71Q: 3 clusters Score -245078.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -245079.718750 Penalty: 4042.632080
	Iteration 72Q: 3 clusters Score -245079.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -245080.187500 Penalty: 4042.632080
	Iteration 73Q: 3 clusters Score -245080.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -245080.656250 Penalty: 4042.632080
	Iteration 74Q: 3 clusters Score -245080.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -245080.609375 Penalty: 4042.632080
	Iteration 75Q: 3 clusters Score -245080.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -245080.609375 Penalty: 4042.632080
	Iteration 76F: 3 clusters Score -245080.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -59725.480469 Penalty: 1669.883667
	Iteration 0F: 2 clusters Score -59725.48 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 407 members 
Entering Unmasked Estep 
Score: -57929.210938 Penalty: 3339.767334
	Iteration 0F: 3 clusters Score -57929.21 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -58200.230469 Penalty: 3339.767334
	Iteration 1F: 3 clusters Score -58200.23 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -58294.406250 Penalty: 3339.767334
	Iteration 2F: 3 clusters Score -58294.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -58352.878906 Penalty: 3339.767334
	Iteration 3Q: 3 clusters Score -58352.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -58389.363281 Penalty: 3339.767334
	Iteration 4Q: 3 clusters Score -58389.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -58412.925781 Penalty: 3339.767334
	Iteration 5Q: 3 clusters Score -58412.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -58427.824219 Penalty: 3339.767334
	Iteration 6Q: 3 clusters Score -58427.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -58441.992188 Penalty: 3339.767334
	Iteration 7Q: 3 clusters Score -58441.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -58449.843750 Penalty: 3339.767334
	Iteration 8Q: 3 clusters Score -58449.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58452.839844 Penalty: 3339.767334
	Iteration 9Q: 3 clusters Score -58452.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58454.320312 Penalty: 3339.767334
	Iteration 10Q: 3 clusters Score -58454.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58458.125000 Penalty: 3339.767334
	Iteration 11Q: 3 clusters Score -58458.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -58458.890625 Penalty: 3339.767334
	Iteration 12Q: 3 clusters Score -58458.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -58458.890625 Penalty: 3339.767334
	Iteration 13F: 3 clusters Score -58458.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 26708 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230044 members 
Mstep: Class 7 contains 186796 members 
Mstep: Class 8 contains 206872 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36420 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 12 contains 15016 members 
Mstep: Class 13 contains 4914 members 
Mstep: Class 14 contains 57129 members 
Mstep: Class 15 contains 4222 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7633 members 
Mstep: Class 19 contains 163659 members 
Mstep: Class 20 contains 3546 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93410 members 
Mstep: Class 24 contains 11058 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 5400 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33542 members 
Mstep: Class 32 contains 3903 members 
Mstep: Class 33 contains 4364 members 
Mstep: Class 34 contains 9930 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10925 members 
Mstep: Class 37 contains 8433 members 
Mstep: Class 38 contains 12220 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35527 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132945 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3298 members 
Mstep: Class 46 contains 1947 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304712.000000 Penalty: 172113.140625
Iteration 199Q: 50 clusters Score -1.023047e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 26708 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230046 members 
Mstep: Class 7 contains 186798 members 
Mstep: Class 8 contains 206872 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36421 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 12 contains 15017 members 
Mstep: Class 13 contains 4914 members 
Mstep: Class 14 contains 57129 members 
Mstep: Class 15 contains 4222 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7633 members 
Mstep: Class 19 contains 163659 members 
Mstep: Class 20 contains 3545 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93410 members 
Mstep: Class 24 contains 11058 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 5400 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33534 members 
Mstep: Class 32 contains 3903 members 
Mstep: Class 33 contains 4364 members 
Mstep: Class 34 contains 9931 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10927 members 
Mstep: Class 37 contains 8435 members 
Mstep: Class 38 contains 12219 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35527 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132944 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3298 members 
Mstep: Class 46 contains 1947 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304720.000000 Penalty: 172113.140625
Iteration 200F: 50 clusters Score -1.023047e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 26708 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230050 members 
Mstep: Class 7 contains 186797 members 
Mstep: Class 8 contains 206872 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36419 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 12 contains 15017 members 
Mstep: Class 13 contains 4914 members 
Mstep: Class 14 contains 57130 members 
Mstep: Class 15 contains 4222 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7633 members 
Mstep: Class 19 contains 163661 members 
Mstep: Class 20 contains 3545 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93410 members 
Mstep: Class 24 contains 11058 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 5400 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33527 members 
Mstep: Class 32 contains 3903 members 
Mstep: Class 33 contains 4364 members 
Mstep: Class 34 contains 9930 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10932 members 
Mstep: Class 37 contains 8435 members 
Mstep: Class 38 contains 12219 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35529 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132941 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3298 members 
Mstep: Class 46 contains 1947 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304760.000000 Penalty: 172113.140625
Iteration 201Q: 50 clusters Score -1.023048e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 26708 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230052 members 
Mstep: Class 7 contains 186801 members 
Mstep: Class 8 contains 206872 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36416 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 12 contains 15017 members 
Mstep: Class 13 contains 4914 members 
Mstep: Class 14 contains 57130 members 
Mstep: Class 15 contains 4222 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7633 members 
Mstep: Class 19 contains 163661 members 
Mstep: Class 20 contains 3545 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93410 members 
Mstep: Class 24 contains 11058 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 5400 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33524 members 
Mstep: Class 32 contains 3903 members 
Mstep: Class 33 contains 4364 members 
Mstep: Class 34 contains 9928 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10938 members 
Mstep: Class 37 contains 8435 members 
Mstep: Class 38 contains 12219 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35529 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132937 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3298 members 
Mstep: Class 46 contains 1947 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304704.000000 Penalty: 172113.140625
Iteration 202Q: 50 clusters Score -1.023047e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 26708 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230054 members 
Mstep: Class 7 contains 186800 members 
Mstep: Class 8 contains 206872 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36417 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 12 contains 15017 members 
Mstep: Class 13 contains 4914 members 
Mstep: Class 14 contains 57130 members 
Mstep: Class 15 contains 4222 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7633 members 
Mstep: Class 19 contains 163661 members 
Mstep: Class 20 contains 3545 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93410 members 
Mstep: Class 24 contains 11058 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 5400 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33520 members 
Mstep: Class 32 contains 3903 members 
Mstep: Class 33 contains 4364 members 
Mstep: Class 34 contains 9927 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10942 members 
Mstep: Class 37 contains 8435 members 
Mstep: Class 38 contains 12219 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35530 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132935 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3298 members 
Mstep: Class 46 contains 1947 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304704.000000 Penalty: 172113.140625
Iteration 203Q: 50 clusters Score -1.023047e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 26708 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230058 members 
Mstep: Class 7 contains 186800 members 
Mstep: Class 8 contains 206872 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36414 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 12 contains 15017 members 
Mstep: Class 13 contains 4914 members 
Mstep: Class 14 contains 57130 members 
Mstep: Class 15 contains 4222 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7634 members 
Mstep: Class 19 contains 163660 members 
Mstep: Class 20 contains 3545 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93411 members 
Mstep: Class 24 contains 11058 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 5400 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33517 members 
Mstep: Class 32 contains 3903 members 
Mstep: Class 33 contains 4364 members 
Mstep: Class 34 contains 9927 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10943 members 
Mstep: Class 37 contains 8435 members 
Mstep: Class 38 contains 12219 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35531 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132934 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3298 members 
Mstep: Class 46 contains 1947 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304672.000000 Penalty: 172113.140625
Iteration 204Q: 50 clusters Score -1.023047e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 26708 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230060 members 
Mstep: Class 7 contains 186799 members 
Mstep: Class 8 contains 206872 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36416 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 12 contains 15017 members 
Mstep: Class 13 contains 4914 members 
Mstep: Class 14 contains 57130 members 
Mstep: Class 15 contains 4222 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7635 members 
Mstep: Class 19 contains 163660 members 
Mstep: Class 20 contains 3545 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93411 members 
Mstep: Class 24 contains 11059 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 5400 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33515 members 
Mstep: Class 32 contains 3903 members 
Mstep: Class 33 contains 4364 members 
Mstep: Class 34 contains 9927 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10943 members 
Mstep: Class 37 contains 8435 members 
Mstep: Class 38 contains 12219 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35531 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132931 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3298 members 
Mstep: Class 46 contains 1947 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304704.000000 Penalty: 172113.140625
Iteration 205Q: 50 clusters Score -1.023047e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 26708 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230057 members 
Mstep: Class 7 contains 186799 members 
Mstep: Class 8 contains 206872 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36421 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 12 contains 15017 members 
Mstep: Class 13 contains 4914 members 
Mstep: Class 14 contains 57130 members 
Mstep: Class 15 contains 4222 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7636 members 
Mstep: Class 19 contains 163659 members 
Mstep: Class 20 contains 3545 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93411 members 
Mstep: Class 24 contains 11059 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 5400 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33514 members 
Mstep: Class 32 contains 3903 members 
Mstep: Class 33 contains 4364 members 
Mstep: Class 34 contains 9927 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10943 members 
Mstep: Class 37 contains 8435 members 
Mstep: Class 38 contains 12219 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35531 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132930 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3298 members 
Mstep: Class 46 contains 1947 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304704.000000 Penalty: 172113.140625
Iteration 206Q: 50 clusters Score -1.023047e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 26708 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230054 members 
Mstep: Class 7 contains 186800 members 
Mstep: Class 8 contains 206872 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36424 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 12 contains 15017 members 
Mstep: Class 13 contains 4914 members 
Mstep: Class 14 contains 57130 members 
Mstep: Class 15 contains 4222 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7636 members 
Mstep: Class 19 contains 163659 members 
Mstep: Class 20 contains 3545 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93411 members 
Mstep: Class 24 contains 11059 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 5400 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33514 members 
Mstep: Class 32 contains 3903 members 
Mstep: Class 33 contains 4364 members 
Mstep: Class 34 contains 9927 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10943 members 
Mstep: Class 37 contains 8435 members 
Mstep: Class 38 contains 12219 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35532 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132928 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3298 members 
Mstep: Class 46 contains 1947 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304688.000000 Penalty: 172113.140625
Iteration 207Q: 50 clusters Score -1.023047e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 26708 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230055 members 
Mstep: Class 7 contains 186800 members 
Mstep: Class 8 contains 206872 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36426 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 12 contains 15017 members 
Mstep: Class 13 contains 4914 members 
Mstep: Class 14 contains 57130 members 
Mstep: Class 15 contains 4222 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7636 members 
Mstep: Class 19 contains 163659 members 
Mstep: Class 20 contains 3545 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93411 members 
Mstep: Class 24 contains 11059 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 5400 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33513 members 
Mstep: Class 32 contains 3903 members 
Mstep: Class 33 contains 4364 members 
Mstep: Class 34 contains 9927 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10943 members 
Mstep: Class 37 contains 8435 members 
Mstep: Class 38 contains 12219 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35532 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132926 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3298 members 
Mstep: Class 46 contains 1947 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304680.000000 Penalty: 172113.140625
Iteration 208Q: 50 clusters Score -1.023047e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 26708 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230057 members 
Mstep: Class 7 contains 186800 members 
Mstep: Class 8 contains 206872 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36425 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 12 contains 15017 members 
Mstep: Class 13 contains 4914 members 
Mstep: Class 14 contains 57130 members 
Mstep: Class 15 contains 4222 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7636 members 
Mstep: Class 19 contains 163659 members 
Mstep: Class 20 contains 3545 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93411 members 
Mstep: Class 24 contains 11059 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 5400 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33512 members 
Mstep: Class 32 contains 3903 members 
Mstep: Class 33 contains 4364 members 
Mstep: Class 34 contains 9927 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10943 members 
Mstep: Class 37 contains 8436 members 
Mstep: Class 38 contains 12219 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35532 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132925 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3298 members 
Mstep: Class 46 contains 1947 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304680.000000 Penalty: 172113.140625
Iteration 209Q: 50 clusters Score -1.023047e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 26708 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230056 members 
Mstep: Class 7 contains 186800 members 
Mstep: Class 8 contains 206872 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36426 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 12 contains 15017 members 
Mstep: Class 13 contains 4914 members 
Mstep: Class 14 contains 57130 members 
Mstep: Class 15 contains 4222 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7636 members 
Mstep: Class 19 contains 163659 members 
Mstep: Class 20 contains 3545 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93411 members 
Mstep: Class 24 contains 11059 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 5400 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33513 members 
Mstep: Class 32 contains 3903 members 
Mstep: Class 33 contains 4364 members 
Mstep: Class 34 contains 9926 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10943 members 
Mstep: Class 37 contains 8436 members 
Mstep: Class 38 contains 12219 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35532 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132925 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3298 members 
Mstep: Class 46 contains 1947 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304672.000000 Penalty: 172113.140625
Iteration 210Q: 50 clusters Score -1.023047e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 26708 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 230056 members 
Mstep: Class 7 contains 186800 members 
Mstep: Class 8 contains 206872 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 36426 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 12 contains 15017 members 
Mstep: Class 13 contains 4914 members 
Mstep: Class 14 contains 57130 members 
Mstep: Class 15 contains 4222 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7636 members 
Mstep: Class 19 contains 163659 members 
Mstep: Class 20 contains 3545 members 
Mstep: Class 21 contains 4868 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 93411 members 
Mstep: Class 24 contains 11059 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 5400 members 
Mstep: Class 27 contains 18406 members 
Mstep: Class 28 contains 2508 members 
Mstep: Class 29 contains 5673 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 33513 members 
Mstep: Class 32 contains 3903 members 
Mstep: Class 33 contains 4364 members 
Mstep: Class 34 contains 9926 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 10943 members 
Mstep: Class 37 contains 8436 members 
Mstep: Class 38 contains 12219 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 40 contains 35532 members 
Mstep: Class 41 contains 1259 members 
Mstep: Class 42 contains 132925 members 
Mstep: Class 43 contains 4573 members 
Mstep: Class 44 contains 1516 members 
Mstep: Class 45 contains 3298 members 
Mstep: Class 46 contains 1947 members 
Mstep: Class 47 contains 2225 members 
Mstep: Class 48 contains 3465 members 
Mstep: Class 49 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102304672.000000 Penalty: 172113.140625
Iteration 211F: 50 clusters Score -1.023047e+08 nChanged 0
Entering ConstructFrom: 
Score: -102304672.000000 Penalty: 172113.140625
Entering ConstructFrom: 
Trying to split cluster 1 (19750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Entering Unmasked Estep 
Score: -1463532.375000 Penalty: 2452.945557
	Iteration 0F: 2 clusters Score -1463532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1449722.000000 Penalty: 4905.891113
	Iteration 0F: 3 clusters Score -1449722 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1454331.875000 Penalty: 4905.891113
	Iteration 1F: 3 clusters Score -1454332 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1454872.000000 Penalty: 4905.891113
	Iteration 2F: 3 clusters Score -1454872 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1455413.875000 Penalty: 4905.891113
	Iteration 3F: 3 clusters Score -1455414 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1455966.500000 Penalty: 4905.891113
	Iteration 4F: 3 clusters Score -1455966 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1456470.375000 Penalty: 4905.891113
	Iteration 5F: 3 clusters Score -1456470 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1456923.125000 Penalty: 4905.891113
	Iteration 6Q: 3 clusters Score -1456923 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1457384.000000 Penalty: 4905.891113
	Iteration 7Q: 3 clusters Score -1457384 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1457880.750000 Penalty: 4905.891113
	Iteration 8Q: 3 clusters Score -1457881 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1458446.000000 Penalty: 4905.891113
	Iteration 9Q: 3 clusters Score -1458446 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1459041.375000 Penalty: 4905.891113
	Iteration 10Q: 3 clusters Score -1459041 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1459616.250000 Penalty: 4905.891113
	Iteration 11Q: 3 clusters Score -1459616 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1460099.625000 Penalty: 4905.891113
	Iteration 12Q: 3 clusters Score -1460100 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1460538.750000 Penalty: 4905.891113
	Iteration 13Q: 3 clusters Score -1460539 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1460871.125000 Penalty: 4905.891113
	Iteration 14Q: 3 clusters Score -1460871 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1461101.500000 Penalty: 4905.891113
	Iteration 15Q: 3 clusters Score -1461102 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1461278.875000 Penalty: 4905.891113
	Iteration 16Q: 3 clusters Score -1461279 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1461395.375000 Penalty: 4905.891113
	Iteration 17Q: 3 clusters Score -1461395 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1461466.625000 Penalty: 4905.891113
	Iteration 18Q: 3 clusters Score -1461467 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1461520.125000 Penalty: 4905.891113
	Iteration 19Q: 3 clusters Score -1461520 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1461554.625000 Penalty: 4905.891113
	Iteration 20F: 3 clusters Score -1461555 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1461570.375000 Penalty: 4905.891113
	Iteration 21Q: 3 clusters Score -1461570 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1461583.625000 Penalty: 4905.891113
	Iteration 22Q: 3 clusters Score -1461584 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1461600.875000 Penalty: 4905.891113
	Iteration 23Q: 3 clusters Score -1461601 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1461611.000000 Penalty: 4905.891113
	Iteration 24Q: 3 clusters Score -1461611 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1461612.750000 Penalty: 4905.891113
	Iteration 25Q: 3 clusters Score -1461613 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1461622.500000 Penalty: 4905.891113
	Iteration 26Q: 3 clusters Score -1461622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1461621.875000 Penalty: 4905.891113
	Iteration 27Q: 3 clusters Score -1461622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1461619.500000 Penalty: 4905.891113
	Iteration 28Q: 3 clusters Score -1461620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1461622.625000 Penalty: 4905.891113
	Iteration 29Q: 3 clusters Score -1461623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1461624.500000 Penalty: 4905.891113
	Iteration 30Q: 3 clusters Score -1461624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1461626.625000 Penalty: 4905.891113
	Iteration 31Q: 3 clusters Score -1461627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1461627.500000 Penalty: 4905.891113
	Iteration 32Q: 3 clusters Score -1461628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1461627.500000 Penalty: 4905.891113
	Iteration 33Q: 3 clusters Score -1461628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1461631.375000 Penalty: 4905.891113
	Iteration 34Q: 3 clusters Score -1461631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1461630.375000 Penalty: 4905.891113
	Iteration 35Q: 3 clusters Score -1461630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1461631.750000 Penalty: 4905.891113
	Iteration 36Q: 3 clusters Score -1461632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1461631.500000 Penalty: 4905.891113
	Iteration 37Q: 3 clusters Score -1461632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1461634.375000 Penalty: 4905.891113
	Iteration 38Q: 3 clusters Score -1461634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1461630.750000 Penalty: 4905.891113
	Iteration 39Q: 3 clusters Score -1461631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1461631.875000 Penalty: 4905.891113
	Iteration 40F: 3 clusters Score -1461632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1461630.125000 Penalty: 4905.891113
	Iteration 41Q: 3 clusters Score -1461630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1461628.750000 Penalty: 4905.891113
	Iteration 42Q: 3 clusters Score -1461629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1461630.000000 Penalty: 4905.891113
	Iteration 43Q: 3 clusters Score -1461630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1461631.125000 Penalty: 4905.891113
	Iteration 44Q: 3 clusters Score -1461631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1461633.500000 Penalty: 4905.891113
	Iteration 45Q: 3 clusters Score -1461634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1461631.625000 Penalty: 4905.891113
	Iteration 46Q: 3 clusters Score -1461632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1461632.375000 Penalty: 4905.891113
	Iteration 47Q: 3 clusters Score -1461632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1461630.500000 Penalty: 4905.891113
	Iteration 48Q: 3 clusters Score -1461630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1461631.375000 Penalty: 4905.891113
	Iteration 49Q: 3 clusters Score -1461631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1461633.125000 Penalty: 4905.891113
	Iteration 50Q: 3 clusters Score -1461633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1461633.125000 Penalty: 4905.891113
	Iteration 51F: 3 clusters Score -1461633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Entering Unmasked Estep 
Score: -145985.328125 Penalty: 1885.766724
	Iteration 0F: 2 clusters Score -145985.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -143378.468750 Penalty: 3771.533447
	Iteration 0F: 3 clusters Score -143378.5 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -143850.328125 Penalty: 3771.533447
	Iteration 1F: 3 clusters Score -143850.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -143972.484375 Penalty: 3771.533447
	Iteration 2F: 3 clusters Score -143972.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -144025.921875 Penalty: 3771.533447
	Iteration 3Q: 3 clusters Score -144025.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -144057.000000 Penalty: 3771.533447
	Iteration 4Q: 3 clusters Score -144057 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -144077.687500 Penalty: 3771.533447
	Iteration 5Q: 3 clusters Score -144077.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -144094.515625 Penalty: 3771.533447
	Iteration 6Q: 3 clusters Score -144094.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -144109.796875 Penalty: 3771.533447
	Iteration 7Q: 3 clusters Score -144109.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -144115.968750 Penalty: 3771.533447
	Iteration 8Q: 3 clusters Score -144116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -144122.468750 Penalty: 3771.533447
	Iteration 9Q: 3 clusters Score -144122.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -144127.031250 Penalty: 3771.533447
	Iteration 10Q: 3 clusters Score -144127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -144130.812500 Penalty: 3771.533447
	Iteration 11Q: 3 clusters Score -144130.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -144133.171875 Penalty: 3771.533447
	Iteration 12Q: 3 clusters Score -144133.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -144135.906250 Penalty: 3771.533447
	Iteration 13Q: 3 clusters Score -144135.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -144137.859375 Penalty: 3771.533447
	Iteration 14Q: 3 clusters Score -144137.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -144142.859375 Penalty: 3771.533447
	Iteration 15Q: 3 clusters Score -144142.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -144147.375000 Penalty: 3771.533447
	Iteration 16Q: 3 clusters Score -144147.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -144156.312500 Penalty: 3771.533447
	Iteration 17Q: 3 clusters Score -144156.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -144163.500000 Penalty: 3771.533447
	Iteration 18Q: 3 clusters Score -144163.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -144170.531250 Penalty: 3771.533447
	Iteration 19Q: 3 clusters Score -144170.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -144179.671875 Penalty: 3771.533447
	Iteration 20F: 3 clusters Score -144179.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -144185.656250 Penalty: 3771.533447
	Iteration 21Q: 3 clusters Score -144185.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -144190.328125 Penalty: 3771.533447
	Iteration 22Q: 3 clusters Score -144190.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -144194.515625 Penalty: 3771.533447
	Iteration 23Q: 3 clusters Score -144194.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -144199.875000 Penalty: 3771.533447
	Iteration 24Q: 3 clusters Score -144199.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -144205.031250 Penalty: 3771.533447
	Iteration 25Q: 3 clusters Score -144205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -144212.203125 Penalty: 3771.533447
	Iteration 26Q: 3 clusters Score -144212.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -144216.296875 Penalty: 3771.533447
	Iteration 27Q: 3 clusters Score -144216.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -144220.343750 Penalty: 3771.533447
	Iteration 28Q: 3 clusters Score -144220.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -144223.671875 Penalty: 3771.533447
	Iteration 29Q: 3 clusters Score -144223.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -144229.921875 Penalty: 3771.533447
	Iteration 30Q: 3 clusters Score -144229.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -144237.546875 Penalty: 3771.533447
	Iteration 31Q: 3 clusters Score -144237.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -144248.640625 Penalty: 3771.533447
	Iteration 32Q: 3 clusters Score -144248.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -144266.625000 Penalty: 3771.533447
	Iteration 33Q: 3 clusters Score -144266.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -144299.015625 Penalty: 3771.533447
	Iteration 34Q: 3 clusters Score -144299 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -144349.281250 Penalty: 3771.533447
	Iteration 35Q: 3 clusters Score -144349.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -144413.546875 Penalty: 3771.533447
	Iteration 36Q: 3 clusters Score -144413.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -144475.953125 Penalty: 3771.533447
	Iteration 37Q: 3 clusters Score -144476 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -144529.250000 Penalty: 3771.533447
	Iteration 38Q: 3 clusters Score -144529.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -144588.890625 Penalty: 3771.533447
	Iteration 39Q: 3 clusters Score -144588.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -144636.546875 Penalty: 3771.533447
	Iteration 40F: 3 clusters Score -144636.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -144676.734375 Penalty: 3771.533447
	Iteration 41Q: 3 clusters Score -144676.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -144716.109375 Penalty: 3771.533447
	Iteration 42Q: 3 clusters Score -144716.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -144737.156250 Penalty: 3771.533447
	Iteration 43Q: 3 clusters Score -144737.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -144755.265625 Penalty: 3771.533447
	Iteration 44Q: 3 clusters Score -144755.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -144767.937500 Penalty: 3771.533447
	Iteration 45Q: 3 clusters Score -144767.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -144780.187500 Penalty: 3771.533447
	Iteration 46Q: 3 clusters Score -144780.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -144798.171875 Penalty: 3771.533447
	Iteration 47Q: 3 clusters Score -144798.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -144812.156250 Penalty: 3771.533447
	Iteration 48Q: 3 clusters Score -144812.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -144817.125000 Penalty: 3771.533447
	Iteration 49Q: 3 clusters Score -144817.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -144820.468750 Penalty: 3771.533447
	Iteration 50Q: 3 clusters Score -144820.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -144828.078125 Penalty: 3771.533447
	Iteration 51Q: 3 clusters Score -144828.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -144835.484375 Penalty: 3771.533447
	Iteration 52Q: 3 clusters Score -144835.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -144840.140625 Penalty: 3771.533447
	Iteration 53Q: 3 clusters Score -144840.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -144846.453125 Penalty: 3771.533447
	Iteration 54Q: 3 clusters Score -144846.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -144848.031250 Penalty: 3771.533447
	Iteration 55Q: 3 clusters Score -144848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -144849.187500 Penalty: 3771.533447
	Iteration 56Q: 3 clusters Score -144849.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -144849.187500 Penalty: 3771.533447
	Iteration 57F: 3 clusters Score -144849.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Entering Unmasked Estep 
Score: -442810.312500 Penalty: 2148.129639
	Iteration 0F: 2 clusters Score -442810.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -437793.437500 Penalty: 4296.259277
	Iteration 0F: 3 clusters Score -437793.4 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -439020.750000 Penalty: 4296.259277
	Iteration 1F: 3 clusters Score -439020.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -439270.656250 Penalty: 4296.259277
	Iteration 2F: 3 clusters Score -439270.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -439450.093750 Penalty: 4296.259277
	Iteration 3F: 3 clusters Score -439450.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -439591.781250 Penalty: 4296.259277
	Iteration 4Q: 3 clusters Score -439591.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -439728.968750 Penalty: 4296.259277
	Iteration 5Q: 3 clusters Score -439729 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -439855.812500 Penalty: 4296.259277
	Iteration 6Q: 3 clusters Score -439855.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -439993.906250 Penalty: 4296.259277
	Iteration 7Q: 3 clusters Score -439993.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -440126.656250 Penalty: 4296.259277
	Iteration 8Q: 3 clusters Score -440126.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -440252.343750 Penalty: 4296.259277
	Iteration 9Q: 3 clusters Score -440252.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -440363.093750 Penalty: 4296.259277
	Iteration 10Q: 3 clusters Score -440363.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -440450.187500 Penalty: 4296.259277
	Iteration 11Q: 3 clusters Score -440450.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -440543.156250 Penalty: 4296.259277
	Iteration 12Q: 3 clusters Score -440543.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -440632.187500 Penalty: 4296.259277
	Iteration 13Q: 3 clusters Score -440632.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -440698.125000 Penalty: 4296.259277
	Iteration 14Q: 3 clusters Score -440698.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -440758.250000 Penalty: 4296.259277
	Iteration 15Q: 3 clusters Score -440758.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -440797.156250 Penalty: 4296.259277
	Iteration 16Q: 3 clusters Score -440797.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -440826.125000 Penalty: 4296.259277
	Iteration 17Q: 3 clusters Score -440826.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -440850.968750 Penalty: 4296.259277
	Iteration 18Q: 3 clusters Score -440851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -440869.531250 Penalty: 4296.259277
	Iteration 19Q: 3 clusters Score -440869.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -440883.437500 Penalty: 4296.259277
	Iteration 20F: 3 clusters Score -440883.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -440894.812500 Penalty: 4296.259277
	Iteration 21Q: 3 clusters Score -440894.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -440901.500000 Penalty: 4296.259277
	Iteration 22Q: 3 clusters Score -440901.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -440908.562500 Penalty: 4296.259277
	Iteration 23Q: 3 clusters Score -440908.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -440915.906250 Penalty: 4296.259277
	Iteration 24Q: 3 clusters Score -440915.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -440924.937500 Penalty: 4296.259277
	Iteration 25Q: 3 clusters Score -440924.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -440937.187500 Penalty: 4296.259277
	Iteration 26Q: 3 clusters Score -440937.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -440943.125000 Penalty: 4296.259277
	Iteration 27Q: 3 clusters Score -440943.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -440955.031250 Penalty: 4296.259277
	Iteration 28Q: 3 clusters Score -440955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -440966.468750 Penalty: 4296.259277
	Iteration 29Q: 3 clusters Score -440966.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -440971.843750 Penalty: 4296.259277
	Iteration 30Q: 3 clusters Score -440971.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -440977.906250 Penalty: 4296.259277
	Iteration 31Q: 3 clusters Score -440977.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -440981.031250 Penalty: 4296.259277
	Iteration 32Q: 3 clusters Score -440981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -440985.437500 Penalty: 4296.259277
	Iteration 33Q: 3 clusters Score -440985.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -440986.937500 Penalty: 4296.259277
	Iteration 34Q: 3 clusters Score -440986.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -440987.093750 Penalty: 4296.259277
	Iteration 35Q: 3 clusters Score -440987.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -440987.937500 Penalty: 4296.259277
	Iteration 36Q: 3 clusters Score -440987.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -440987.968750 Penalty: 4296.259277
	Iteration 37Q: 3 clusters Score -440988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -440987.968750 Penalty: 4296.259277
	Iteration 38F: 3 clusters Score -440988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Entering Unmasked Estep 
Score: -1997396.625000 Penalty: 2527.794189
	Iteration 0F: 2 clusters Score -1997397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1978987.375000 Penalty: 5055.588379
	Iteration 0F: 3 clusters Score -1978987 nChanged 12067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1985649.000000 Penalty: 5055.588379
	Iteration 1F: 3 clusters Score -1985649 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1986180.875000 Penalty: 5055.588379
	Iteration 2F: 3 clusters Score -1986181 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1986857.500000 Penalty: 5055.588379
	Iteration 3F: 3 clusters Score -1986858 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1987773.125000 Penalty: 5055.588379
	Iteration 4F: 3 clusters Score -1987773 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -1988864.625000 Penalty: 5055.588379
	Iteration 5F: 3 clusters Score -1988865 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -1990094.625000 Penalty: 5055.588379
	Iteration 6F: 3 clusters Score -1990095 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -1991255.000000 Penalty: 5055.588379
	Iteration 7F: 3 clusters Score -1991255 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -1992138.000000 Penalty: 5055.588379
	Iteration 8F: 3 clusters Score -1992138 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -1992788.750000 Penalty: 5055.588379
	Iteration 9Q: 3 clusters Score -1992789 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -1993221.375000 Penalty: 5055.588379
	Iteration 10Q: 3 clusters Score -1993221 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -1993555.750000 Penalty: 5055.588379
	Iteration 11Q: 3 clusters Score -1993556 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -1993788.500000 Penalty: 5055.588379
	Iteration 12Q: 3 clusters Score -1993788 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -1993970.625000 Penalty: 5055.588379
	Iteration 13Q: 3 clusters Score -1993971 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -1994148.625000 Penalty: 5055.588379
	Iteration 14Q: 3 clusters Score -1994149 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -1994303.500000 Penalty: 5055.588379
	Iteration 15Q: 3 clusters Score -1994304 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -1994441.125000 Penalty: 5055.588379
	Iteration 16Q: 3 clusters Score -1994441 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -1994615.375000 Penalty: 5055.588379
	Iteration 17Q: 3 clusters Score -1994615 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -1994791.875000 Penalty: 5055.588379
	Iteration 18Q: 3 clusters Score -1994792 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -1994974.750000 Penalty: 5055.588379
	Iteration 19Q: 3 clusters Score -1994975 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -1995161.125000 Penalty: 5055.588379
	Iteration 20F: 3 clusters Score -1995161 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -1995337.375000 Penalty: 5055.588379
	Iteration 21Q: 3 clusters Score -1995337 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -1995506.750000 Penalty: 5055.588379
	Iteration 22Q: 3 clusters Score -1995507 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -1995661.000000 Penalty: 5055.588379
	Iteration 23Q: 3 clusters Score -1995661 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -1995768.000000 Penalty: 5055.588379
	Iteration 24Q: 3 clusters Score -1995768 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -1995830.500000 Penalty: 5055.588379
	Iteration 25Q: 3 clusters Score -1995830 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -1995891.375000 Penalty: 5055.588379
	Iteration 26Q: 3 clusters Score -1995891 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -1995920.875000 Penalty: 5055.588379
	Iteration 27Q: 3 clusters Score -1995921 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -1995939.625000 Penalty: 5055.588379
	Iteration 28Q: 3 clusters Score -1995940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -1995947.875000 Penalty: 5055.588379
	Iteration 29Q: 3 clusters Score -1995948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -1995950.125000 Penalty: 5055.588379
	Iteration 30Q: 3 clusters Score -1995950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -1995949.250000 Penalty: 5055.588379
	Iteration 31Q: 3 clusters Score -1995949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -1995949.500000 Penalty: 5055.588379
	Iteration 32Q: 3 clusters Score -1995950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -1995957.875000 Penalty: 5055.588379
	Iteration 33Q: 3 clusters Score -1995958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -1995957.250000 Penalty: 5055.588379
	Iteration 34Q: 3 clusters Score -1995957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -1995956.750000 Penalty: 5055.588379
	Iteration 35Q: 3 clusters Score -1995957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -1995956.875000 Penalty: 5055.588379
	Iteration 36Q: 3 clusters Score -1995957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -1995956.500000 Penalty: 5055.588379
	Iteration 37Q: 3 clusters Score -1995956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -1995954.875000 Penalty: 5055.588379
	Iteration 38Q: 3 clusters Score -1995955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -1995956.500000 Penalty: 5055.588379
	Iteration 39Q: 3 clusters Score -1995956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -1995956.500000 Penalty: 5055.588379
	Iteration 40F: 3 clusters Score -1995956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Entering Unmasked Estep 
Score: -109440.437500 Penalty: 1825.778564
	Iteration 0F: 2 clusters Score -109440.4 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 781 members 
Entering Unmasked Estep 
Score: -107088.023438 Penalty: 3651.557129
	Iteration 0F: 3 clusters Score -107088 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -107487.593750 Penalty: 3651.557129
	Iteration 1F: 3 clusters Score -107487.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -107596.250000 Penalty: 3651.557129
	Iteration 2F: 3 clusters Score -107596.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -107688.304688 Penalty: 3651.557129
	Iteration 3Q: 3 clusters Score -107688.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -107776.906250 Penalty: 3651.557129
	Iteration 4Q: 3 clusters Score -107776.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -107850.398438 Penalty: 3651.557129
	Iteration 5Q: 3 clusters Score -107850.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -107914.210938 Penalty: 3651.557129
	Iteration 6Q: 3 clusters Score -107914.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -108011.023438 Penalty: 3651.557129
	Iteration 7Q: 3 clusters Score -108011 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -108061.812500 Penalty: 3651.557129
	Iteration 8Q: 3 clusters Score -108061.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -108098.265625 Penalty: 3651.557129
	Iteration 9Q: 3 clusters Score -108098.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -108111.992188 Penalty: 3651.557129
	Iteration 10Q: 3 clusters Score -108112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -108121.867188 Penalty: 3651.557129
	Iteration 11Q: 3 clusters Score -108121.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -108128.445312 Penalty: 3651.557129
	Iteration 12Q: 3 clusters Score -108128.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -108131.523438 Penalty: 3651.557129
	Iteration 13Q: 3 clusters Score -108131.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -108133.523438 Penalty: 3651.557129
	Iteration 14Q: 3 clusters Score -108133.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -108136.664062 Penalty: 3651.557129
	Iteration 15Q: 3 clusters Score -108136.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -108139.398438 Penalty: 3651.557129
	Iteration 16Q: 3 clusters Score -108139.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -108139.398438 Penalty: 3651.557129
	Iteration 17F: 3 clusters Score -108139.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (230056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230056 members 
Entering Unmasked Estep 
Score: -17663746.000000 Penalty: 3061.827393
	Iteration 0F: 2 clusters Score -1.766375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115338 members 
Mstep: Class 2 contains 114718 members 
Entering Unmasked Estep 
Score: -17509486.000000 Penalty: 6123.654785
	Iteration 0F: 3 clusters Score -1.750949e+07 nChanged 110596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121996 members 
Mstep: Class 2 contains 108060 members 
Entering Unmasked Estep 
Score: -17574492.000000 Penalty: 6123.654785
	Iteration 1F: 3 clusters Score -1.757449e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126412 members 
Mstep: Class 2 contains 103644 members 
Entering Unmasked Estep 
Score: -17576082.000000 Penalty: 6123.654785
	Iteration 2Q: 3 clusters Score -1.757608e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133143 members 
Mstep: Class 2 contains 96913 members 
Entering Unmasked Estep 
Score: -17578618.000000 Penalty: 6123.654785
	Iteration 3Q: 3 clusters Score -1.757862e+07 nChanged 10711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143266 members 
Mstep: Class 2 contains 86790 members 
Entering Unmasked Estep 
Score: -17583208.000000 Penalty: 6123.654785
	Iteration 4Q: 3 clusters Score -1.758321e+07 nChanged 14817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157883 members 
Mstep: Class 2 contains 72173 members 
Entering Unmasked Estep 
Score: -17592204.000000 Penalty: 6123.654785
	Iteration 5F: 3 clusters Score -1.75922e+07 nChanged 19473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177316 members 
Mstep: Class 2 contains 52740 members 
Entering Unmasked Estep 
Score: -17608224.000000 Penalty: 6123.654785
	Iteration 6F: 3 clusters Score -1.760822e+07 nChanged 22007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199323 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -17629794.000000 Penalty: 6123.654785
	Iteration 7F: 3 clusters Score -1.762979e+07 nChanged 17682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217005 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -17648292.000000 Penalty: 6123.654785
	Iteration 8F: 3 clusters Score -1.764829e+07 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225976 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -17657222.000000 Penalty: 6123.654785
	Iteration 9Q: 3 clusters Score -1.765722e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228896 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -17659972.000000 Penalty: 6123.654785
	Iteration 10Q: 3 clusters Score -1.765997e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229579 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -17660674.000000 Penalty: 6123.654785
	Iteration 11Q: 3 clusters Score -1.766067e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229704 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -17660902.000000 Penalty: 6123.654785
	Iteration 12Q: 3 clusters Score -1.76609e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229730 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -17661014.000000 Penalty: 6123.654785
	Iteration 13Q: 3 clusters Score -1.766101e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229740 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -17661068.000000 Penalty: 6123.654785
	Iteration 14Q: 3 clusters Score -1.766107e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229742 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -17661122.000000 Penalty: 6123.654785
	Iteration 15Q: 3 clusters Score -1.766112e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229743 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -17661150.000000 Penalty: 6123.654785
	Iteration 16Q: 3 clusters Score -1.766115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229738 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -17661150.000000 Penalty: 6123.654785
	Iteration 17Q: 3 clusters Score -1.766115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229735 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -17661160.000000 Penalty: 6123.654785
	Iteration 18Q: 3 clusters Score -1.766116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229733 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -17661176.000000 Penalty: 6123.654785
	Iteration 19Q: 3 clusters Score -1.766118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229730 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -17661176.000000 Penalty: 6123.654785
	Iteration 20F: 3 clusters Score -1.766118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229727 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -17661178.000000 Penalty: 6123.654785
	Iteration 21Q: 3 clusters Score -1.766118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229726 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -17661178.000000 Penalty: 6123.654785
	Iteration 22Q: 3 clusters Score -1.766118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229724 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -17661186.000000 Penalty: 6123.654785
	Iteration 23Q: 3 clusters Score -1.766119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229724 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -17661192.000000 Penalty: 6123.654785
	Iteration 24Q: 3 clusters Score -1.766119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229722 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -17661200.000000 Penalty: 6123.654785
	Iteration 25Q: 3 clusters Score -1.76612e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229716 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -17661206.000000 Penalty: 6123.654785
	Iteration 26Q: 3 clusters Score -1.766121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229710 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -17661200.000000 Penalty: 6123.654785
	Iteration 27Q: 3 clusters Score -1.76612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229710 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -17661214.000000 Penalty: 6123.654785
	Iteration 28Q: 3 clusters Score -1.766121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229711 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -17661232.000000 Penalty: 6123.654785
	Iteration 29Q: 3 clusters Score -1.766123e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229705 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -17661234.000000 Penalty: 6123.654785
	Iteration 30Q: 3 clusters Score -1.766123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229701 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -17661240.000000 Penalty: 6123.654785
	Iteration 31Q: 3 clusters Score -1.766124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229704 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -17661242.000000 Penalty: 6123.654785
	Iteration 32Q: 3 clusters Score -1.766124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229702 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -17661242.000000 Penalty: 6123.654785
	Iteration 33Q: 3 clusters Score -1.766124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229702 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -17661242.000000 Penalty: 6123.654785
	Iteration 34Q: 3 clusters Score -1.766124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229700 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -17661230.000000 Penalty: 6123.654785
	Iteration 35Q: 3 clusters Score -1.766123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229696 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -17661244.000000 Penalty: 6123.654785
	Iteration 36Q: 3 clusters Score -1.766124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229693 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -17661252.000000 Penalty: 6123.654785
	Iteration 37Q: 3 clusters Score -1.766125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229690 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -17661266.000000 Penalty: 6123.654785
	Iteration 38Q: 3 clusters Score -1.766127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229690 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -17661290.000000 Penalty: 6123.654785
	Iteration 39Q: 3 clusters Score -1.766129e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229685 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -17661296.000000 Penalty: 6123.654785
	Iteration 40F: 3 clusters Score -1.76613e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229682 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -17661306.000000 Penalty: 6123.654785
	Iteration 41Q: 3 clusters Score -1.766131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229682 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -17661318.000000 Penalty: 6123.654785
	Iteration 42Q: 3 clusters Score -1.766132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229679 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -17661334.000000 Penalty: 6123.654785
	Iteration 43Q: 3 clusters Score -1.766133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229679 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -17661330.000000 Penalty: 6123.654785
	Iteration 44Q: 3 clusters Score -1.766133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229679 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -17661334.000000 Penalty: 6123.654785
	Iteration 45Q: 3 clusters Score -1.766133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229682 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -17661340.000000 Penalty: 6123.654785
	Iteration 46Q: 3 clusters Score -1.766134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229683 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -17661338.000000 Penalty: 6123.654785
	Iteration 47Q: 3 clusters Score -1.766134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229678 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -17661356.000000 Penalty: 6123.654785
	Iteration 48Q: 3 clusters Score -1.766136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229674 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -17661356.000000 Penalty: 6123.654785
	Iteration 49Q: 3 clusters Score -1.766136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229667 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -17661356.000000 Penalty: 6123.654785
	Iteration 50Q: 3 clusters Score -1.766136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229666 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -17661364.000000 Penalty: 6123.654785
	Iteration 51Q: 3 clusters Score -1.766136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229665 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -17661370.000000 Penalty: 6123.654785
	Iteration 52Q: 3 clusters Score -1.766137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229663 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -17661360.000000 Penalty: 6123.654785
	Iteration 53Q: 3 clusters Score -1.766136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229663 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -17661360.000000 Penalty: 6123.654785
	Iteration 54F: 3 clusters Score -1.766136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (186800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186800 members 
Entering Unmasked Estep 
Score: -14074514.000000 Penalty: 3010.172852
	Iteration 0F: 2 clusters Score -1.407451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93509 members 
Mstep: Class 2 contains 93291 members 
Entering Unmasked Estep 
Score: -13948979.000000 Penalty: 6020.345703
	Iteration 0F: 3 clusters Score -1.394898e+07 nChanged 89798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97709 members 
Mstep: Class 2 contains 89091 members 
Entering Unmasked Estep 
Score: -14002127.000000 Penalty: 6020.345703
	Iteration 1F: 3 clusters Score -1.400213e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100632 members 
Mstep: Class 2 contains 86168 members 
Entering Unmasked Estep 
Score: -14004089.000000 Penalty: 6020.345703
	Iteration 2Q: 3 clusters Score -1.400409e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105238 members 
Mstep: Class 2 contains 81562 members 
Entering Unmasked Estep 
Score: -14007468.000000 Penalty: 6020.345703
	Iteration 3Q: 3 clusters Score -1.400747e+07 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112117 members 
Mstep: Class 2 contains 74683 members 
Entering Unmasked Estep 
Score: -14013679.000000 Penalty: 6020.345703
	Iteration 4F: 3 clusters Score -1.401368e+07 nChanged 13520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121151 members 
Mstep: Class 2 contains 65649 members 
Entering Unmasked Estep 
Score: -14022777.000000 Penalty: 6020.345703
	Iteration 5F: 3 clusters Score -1.402278e+07 nChanged 14485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131588 members 
Mstep: Class 2 contains 55212 members 
Entering Unmasked Estep 
Score: -14032674.000000 Penalty: 6020.345703
	Iteration 6F: 3 clusters Score -1.403267e+07 nChanged 12857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141801 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -14042085.000000 Penalty: 6020.345703
	Iteration 7F: 3 clusters Score -1.404208e+07 nChanged 10378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150763 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -14050493.000000 Penalty: 6020.345703
	Iteration 8F: 3 clusters Score -1.405049e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157792 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -14057719.000000 Penalty: 6020.345703
	Iteration 9Q: 3 clusters Score -1.405772e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162538 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -14063008.000000 Penalty: 6020.345703
	Iteration 10Q: 3 clusters Score -1.406301e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165263 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -14066497.000000 Penalty: 6020.345703
	Iteration 11Q: 3 clusters Score -1.40665e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166766 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -14068411.000000 Penalty: 6020.345703
	Iteration 12Q: 3 clusters Score -1.406841e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167715 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -14069569.000000 Penalty: 6020.345703
	Iteration 13Q: 3 clusters Score -1.406957e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168439 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -14070199.000000 Penalty: 6020.345703
	Iteration 14Q: 3 clusters Score -1.40702e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169023 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -14070711.000000 Penalty: 6020.345703
	Iteration 15Q: 3 clusters Score -1.407071e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169488 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -14071106.000000 Penalty: 6020.345703
	Iteration 16Q: 3 clusters Score -1.407111e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169876 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -14071445.000000 Penalty: 6020.345703
	Iteration 17Q: 3 clusters Score -1.407144e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170226 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -14071706.000000 Penalty: 6020.345703
	Iteration 18Q: 3 clusters Score -1.407171e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170531 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -14071968.000000 Penalty: 6020.345703
	Iteration 19Q: 3 clusters Score -1.407197e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170795 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -14072130.000000 Penalty: 6020.345703
	Iteration 20F: 3 clusters Score -1.407213e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170998 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -14072227.000000 Penalty: 6020.345703
	Iteration 21Q: 3 clusters Score -1.407223e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171182 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -14072352.000000 Penalty: 6020.345703
	Iteration 22Q: 3 clusters Score -1.407235e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171356 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -14072447.000000 Penalty: 6020.345703
	Iteration 23Q: 3 clusters Score -1.407245e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171507 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -14072556.000000 Penalty: 6020.345703
	Iteration 24Q: 3 clusters Score -1.407256e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171675 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -14072631.000000 Penalty: 6020.345703
	Iteration 25Q: 3 clusters Score -1.407263e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171844 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -14072670.000000 Penalty: 6020.345703
	Iteration 26Q: 3 clusters Score -1.407267e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171981 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -14072734.000000 Penalty: 6020.345703
	Iteration 27Q: 3 clusters Score -1.407273e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172085 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -14072754.000000 Penalty: 6020.345703
	Iteration 28Q: 3 clusters Score -1.407275e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172186 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -14072830.000000 Penalty: 6020.345703
	Iteration 29Q: 3 clusters Score -1.407283e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172261 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -14072870.000000 Penalty: 6020.345703
	Iteration 30Q: 3 clusters Score -1.407287e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172350 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -14072861.000000 Penalty: 6020.345703
	Iteration 31Q: 3 clusters Score -1.407286e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172438 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -14072903.000000 Penalty: 6020.345703
	Iteration 32Q: 3 clusters Score -1.40729e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172550 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -14072969.000000 Penalty: 6020.345703
	Iteration 33Q: 3 clusters Score -1.407297e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172636 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -14072971.000000 Penalty: 6020.345703
	Iteration 34Q: 3 clusters Score -1.407297e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172711 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -14072984.000000 Penalty: 6020.345703
	Iteration 35Q: 3 clusters Score -1.407298e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172818 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -14072997.000000 Penalty: 6020.345703
	Iteration 36Q: 3 clusters Score -1.4073e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172921 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -14073002.000000 Penalty: 6020.345703
	Iteration 37Q: 3 clusters Score -1.4073e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173022 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -14072997.000000 Penalty: 6020.345703
	Iteration 38Q: 3 clusters Score -1.4073e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173103 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -14072981.000000 Penalty: 6020.345703
	Iteration 39Q: 3 clusters Score -1.407298e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173180 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -14073011.000000 Penalty: 6020.345703
	Iteration 40F: 3 clusters Score -1.407301e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173251 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -14072996.000000 Penalty: 6020.345703
	Iteration 41Q: 3 clusters Score -1.4073e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173316 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -14072971.000000 Penalty: 6020.345703
	Iteration 42Q: 3 clusters Score -1.407297e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173390 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -14072967.000000 Penalty: 6020.345703
	Iteration 43Q: 3 clusters Score -1.407297e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173456 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -14072982.000000 Penalty: 6020.345703
	Iteration 44Q: 3 clusters Score -1.407298e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173517 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -14072981.000000 Penalty: 6020.345703
	Iteration 45Q: 3 clusters Score -1.407298e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173595 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -14072955.000000 Penalty: 6020.345703
	Iteration 46Q: 3 clusters Score -1.407296e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173650 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -14072958.000000 Penalty: 6020.345703
	Iteration 47Q: 3 clusters Score -1.407296e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173706 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -14072951.000000 Penalty: 6020.345703
	Iteration 48Q: 3 clusters Score -1.407295e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173768 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -14072944.000000 Penalty: 6020.345703
	Iteration 49Q: 3 clusters Score -1.407294e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173826 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -14072951.000000 Penalty: 6020.345703
	Iteration 50Q: 3 clusters Score -1.407295e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173876 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -14072948.000000 Penalty: 6020.345703
	Iteration 51Q: 3 clusters Score -1.407295e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173927 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -14072974.000000 Penalty: 6020.345703
	Iteration 52Q: 3 clusters Score -1.407297e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173990 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -14072978.000000 Penalty: 6020.345703
	Iteration 53Q: 3 clusters Score -1.407298e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174057 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -14072992.000000 Penalty: 6020.345703
	Iteration 54Q: 3 clusters Score -1.407299e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174122 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -14072960.000000 Penalty: 6020.345703
	Iteration 55Q: 3 clusters Score -1.407296e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174196 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -14072954.000000 Penalty: 6020.345703
	Iteration 56Q: 3 clusters Score -1.407295e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174254 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -14072952.000000 Penalty: 6020.345703
	Iteration 57Q: 3 clusters Score -1.407295e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174321 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -14072962.000000 Penalty: 6020.345703
	Iteration 58Q: 3 clusters Score -1.407296e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174388 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -14072991.000000 Penalty: 6020.345703
	Iteration 59Q: 3 clusters Score -1.407299e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174459 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -14072978.000000 Penalty: 6020.345703
	Iteration 60F: 3 clusters Score -1.407298e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174532 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -14072968.000000 Penalty: 6020.345703
	Iteration 61Q: 3 clusters Score -1.407297e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174594 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -14072972.000000 Penalty: 6020.345703
	Iteration 62Q: 3 clusters Score -1.407297e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174651 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -14072977.000000 Penalty: 6020.345703
	Iteration 63Q: 3 clusters Score -1.407298e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174724 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -14073024.000000 Penalty: 6020.345703
	Iteration 64Q: 3 clusters Score -1.407302e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174801 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -14073029.000000 Penalty: 6020.345703
	Iteration 65Q: 3 clusters Score -1.407303e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174878 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -14073046.000000 Penalty: 6020.345703
	Iteration 66Q: 3 clusters Score -1.407305e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174940 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -14073042.000000 Penalty: 6020.345703
	Iteration 67Q: 3 clusters Score -1.407304e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174985 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -14073051.000000 Penalty: 6020.345703
	Iteration 68Q: 3 clusters Score -1.407305e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175028 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -14073062.000000 Penalty: 6020.345703
	Iteration 69Q: 3 clusters Score -1.407306e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175072 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -14073063.000000 Penalty: 6020.345703
	Iteration 70Q: 3 clusters Score -1.407306e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175119 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -14073065.000000 Penalty: 6020.345703
	Iteration 71Q: 3 clusters Score -1.407306e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175178 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -14073047.000000 Penalty: 6020.345703
	Iteration 72Q: 3 clusters Score -1.407305e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175233 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -14073029.000000 Penalty: 6020.345703
	Iteration 73Q: 3 clusters Score -1.407303e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175291 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -14073048.000000 Penalty: 6020.345703
	Iteration 74Q: 3 clusters Score -1.407305e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175338 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -14073049.000000 Penalty: 6020.345703
	Iteration 75Q: 3 clusters Score -1.407305e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175373 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -14073074.000000 Penalty: 6020.345703
	Iteration 76Q: 3 clusters Score -1.407307e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175407 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -14073063.000000 Penalty: 6020.345703
	Iteration 77Q: 3 clusters Score -1.407306e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175442 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -14073070.000000 Penalty: 6020.345703
	Iteration 78Q: 3 clusters Score -1.407307e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175471 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -14073072.000000 Penalty: 6020.345703
	Iteration 79Q: 3 clusters Score -1.407307e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175498 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -14073053.000000 Penalty: 6020.345703
	Iteration 80F: 3 clusters Score -1.407305e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175528 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -14073075.000000 Penalty: 6020.345703
	Iteration 81Q: 3 clusters Score -1.407308e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175554 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -14073080.000000 Penalty: 6020.345703
	Iteration 82Q: 3 clusters Score -1.407308e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175580 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -14073055.000000 Penalty: 6020.345703
	Iteration 83Q: 3 clusters Score -1.407306e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175607 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -14073055.000000 Penalty: 6020.345703
	Iteration 84Q: 3 clusters Score -1.407306e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175639 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -14073060.000000 Penalty: 6020.345703
	Iteration 85Q: 3 clusters Score -1.407306e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175670 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -14073064.000000 Penalty: 6020.345703
	Iteration 86Q: 3 clusters Score -1.407306e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175695 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -14073070.000000 Penalty: 6020.345703
	Iteration 87Q: 3 clusters Score -1.407307e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175716 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -14073072.000000 Penalty: 6020.345703
	Iteration 88Q: 3 clusters Score -1.407307e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175739 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -14073070.000000 Penalty: 6020.345703
	Iteration 89Q: 3 clusters Score -1.407307e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175760 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -14073076.000000 Penalty: 6020.345703
	Iteration 90Q: 3 clusters Score -1.407308e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175782 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -14073085.000000 Penalty: 6020.345703
	Iteration 91Q: 3 clusters Score -1.407308e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175803 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -14073076.000000 Penalty: 6020.345703
	Iteration 92Q: 3 clusters Score -1.407308e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175828 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -14073052.000000 Penalty: 6020.345703
	Iteration 93Q: 3 clusters Score -1.407305e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175856 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -14073052.000000 Penalty: 6020.345703
	Iteration 94Q: 3 clusters Score -1.407305e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175882 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -14073062.000000 Penalty: 6020.345703
	Iteration 95Q: 3 clusters Score -1.407306e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175911 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -14073082.000000 Penalty: 6020.345703
	Iteration 96Q: 3 clusters Score -1.407308e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175940 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -14073098.000000 Penalty: 6020.345703
	Iteration 97Q: 3 clusters Score -1.40731e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175960 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -14073099.000000 Penalty: 6020.345703
	Iteration 98Q: 3 clusters Score -1.40731e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175982 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -14073107.000000 Penalty: 6020.345703
	Iteration 99Q: 3 clusters Score -1.407311e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175997 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -14073108.000000 Penalty: 6020.345703
	Iteration 100F: 3 clusters Score -1.407311e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176019 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -14073128.000000 Penalty: 6020.345703
	Iteration 101Q: 3 clusters Score -1.407313e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176044 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -14073118.000000 Penalty: 6020.345703
	Iteration 102Q: 3 clusters Score -1.407312e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176068 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -14073109.000000 Penalty: 6020.345703
	Iteration 103Q: 3 clusters Score -1.407311e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176098 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -14073121.000000 Penalty: 6020.345703
	Iteration 104Q: 3 clusters Score -1.407312e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176123 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -14073125.000000 Penalty: 6020.345703
	Iteration 105Q: 3 clusters Score -1.407312e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176144 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -14073115.000000 Penalty: 6020.345703
	Iteration 106Q: 3 clusters Score -1.407312e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176165 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -14073106.000000 Penalty: 6020.345703
	Iteration 107Q: 3 clusters Score -1.407311e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176183 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -14073123.000000 Penalty: 6020.345703
	Iteration 108Q: 3 clusters Score -1.407312e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176201 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -14073117.000000 Penalty: 6020.345703
	Iteration 109Q: 3 clusters Score -1.407312e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176222 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -14073139.000000 Penalty: 6020.345703
	Iteration 110Q: 3 clusters Score -1.407314e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176239 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -14073124.000000 Penalty: 6020.345703
	Iteration 111Q: 3 clusters Score -1.407312e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176266 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -14073137.000000 Penalty: 6020.345703
	Iteration 112Q: 3 clusters Score -1.407314e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176292 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -14073151.000000 Penalty: 6020.345703
	Iteration 113Q: 3 clusters Score -1.407315e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176316 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -14073144.000000 Penalty: 6020.345703
	Iteration 114Q: 3 clusters Score -1.407314e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176351 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -14073141.000000 Penalty: 6020.345703
	Iteration 115Q: 3 clusters Score -1.407314e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176387 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -14073137.000000 Penalty: 6020.345703
	Iteration 116Q: 3 clusters Score -1.407314e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176431 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -14073152.000000 Penalty: 6020.345703
	Iteration 117Q: 3 clusters Score -1.407315e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176470 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -14073140.000000 Penalty: 6020.345703
	Iteration 118Q: 3 clusters Score -1.407314e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176505 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -14073143.000000 Penalty: 6020.345703
	Iteration 119Q: 3 clusters Score -1.407314e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176539 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -14073158.000000 Penalty: 6020.345703
	Iteration 120F: 3 clusters Score -1.407316e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176581 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -14073183.000000 Penalty: 6020.345703
	Iteration 121Q: 3 clusters Score -1.407318e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176622 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -14073186.000000 Penalty: 6020.345703
	Iteration 122Q: 3 clusters Score -1.407319e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176662 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -14073184.000000 Penalty: 6020.345703
	Iteration 123Q: 3 clusters Score -1.407318e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176706 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -14073218.000000 Penalty: 6020.345703
	Iteration 124Q: 3 clusters Score -1.407322e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176753 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -14073227.000000 Penalty: 6020.345703
	Iteration 125Q: 3 clusters Score -1.407323e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176793 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -14073240.000000 Penalty: 6020.345703
	Iteration 126Q: 3 clusters Score -1.407324e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176832 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -14073251.000000 Penalty: 6020.345703
	Iteration 127Q: 3 clusters Score -1.407325e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176877 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -14073261.000000 Penalty: 6020.345703
	Iteration 128Q: 3 clusters Score -1.407326e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176925 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -14073236.000000 Penalty: 6020.345703
	Iteration 129Q: 3 clusters Score -1.407324e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176972 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -14073240.000000 Penalty: 6020.345703
	Iteration 130Q: 3 clusters Score -1.407324e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177012 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -14073246.000000 Penalty: 6020.345703
	Iteration 131Q: 3 clusters Score -1.407325e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177045 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -14073251.000000 Penalty: 6020.345703
	Iteration 132Q: 3 clusters Score -1.407325e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177074 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -14073245.000000 Penalty: 6020.345703
	Iteration 133Q: 3 clusters Score -1.407324e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177101 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -14073223.000000 Penalty: 6020.345703
	Iteration 134Q: 3 clusters Score -1.407322e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177131 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -14073243.000000 Penalty: 6020.345703
	Iteration 135Q: 3 clusters Score -1.407324e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177171 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -14073257.000000 Penalty: 6020.345703
	Iteration 136Q: 3 clusters Score -1.407326e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177206 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -14073235.000000 Penalty: 6020.345703
	Iteration 137Q: 3 clusters Score -1.407324e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177250 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -14073247.000000 Penalty: 6020.345703
	Iteration 138Q: 3 clusters Score -1.407325e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177287 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -14073249.000000 Penalty: 6020.345703
	Iteration 139Q: 3 clusters Score -1.407325e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177308 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -14073253.000000 Penalty: 6020.345703
	Iteration 140F: 3 clusters Score -1.407325e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177328 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -14073259.000000 Penalty: 6020.345703
	Iteration 141Q: 3 clusters Score -1.407326e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177350 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -14073267.000000 Penalty: 6020.345703
	Iteration 142Q: 3 clusters Score -1.407327e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177370 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -14073260.000000 Penalty: 6020.345703
	Iteration 143Q: 3 clusters Score -1.407326e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177382 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -14073267.000000 Penalty: 6020.345703
	Iteration 144Q: 3 clusters Score -1.407327e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177394 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -14073262.000000 Penalty: 6020.345703
	Iteration 145Q: 3 clusters Score -1.407326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177399 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -14073256.000000 Penalty: 6020.345703
	Iteration 146Q: 3 clusters Score -1.407326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177404 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -14073259.000000 Penalty: 6020.345703
	Iteration 147Q: 3 clusters Score -1.407326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177413 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -14073238.000000 Penalty: 6020.345703
	Iteration 148Q: 3 clusters Score -1.407324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177422 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -14073246.000000 Penalty: 6020.345703
	Iteration 149Q: 3 clusters Score -1.407325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177431 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -14073247.000000 Penalty: 6020.345703
	Iteration 150Q: 3 clusters Score -1.407325e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177442 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -14073248.000000 Penalty: 6020.345703
	Iteration 151Q: 3 clusters Score -1.407325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177451 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -14073247.000000 Penalty: 6020.345703
	Iteration 152Q: 3 clusters Score -1.407325e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177462 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -14073255.000000 Penalty: 6020.345703
	Iteration 153Q: 3 clusters Score -1.407326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177474 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -14073247.000000 Penalty: 6020.345703
	Iteration 154Q: 3 clusters Score -1.407325e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177491 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -14073233.000000 Penalty: 6020.345703
	Iteration 155Q: 3 clusters Score -1.407323e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177504 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -14073238.000000 Penalty: 6020.345703
	Iteration 156Q: 3 clusters Score -1.407324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177515 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -14073240.000000 Penalty: 6020.345703
	Iteration 157Q: 3 clusters Score -1.407324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177525 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -14073251.000000 Penalty: 6020.345703
	Iteration 158Q: 3 clusters Score -1.407325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177533 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -14073255.000000 Penalty: 6020.345703
	Iteration 159Q: 3 clusters Score -1.407326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177545 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -14073242.000000 Penalty: 6020.345703
	Iteration 160F: 3 clusters Score -1.407324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177559 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -14073248.000000 Penalty: 6020.345703
	Iteration 161Q: 3 clusters Score -1.407325e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177572 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -14073255.000000 Penalty: 6020.345703
	Iteration 162Q: 3 clusters Score -1.407326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177584 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -14073258.000000 Penalty: 6020.345703
	Iteration 163Q: 3 clusters Score -1.407326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177588 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -14073254.000000 Penalty: 6020.345703
	Iteration 164Q: 3 clusters Score -1.407325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177592 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -14073257.000000 Penalty: 6020.345703
	Iteration 165Q: 3 clusters Score -1.407326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177593 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -14073254.000000 Penalty: 6020.345703
	Iteration 166Q: 3 clusters Score -1.407325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177594 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -14073250.000000 Penalty: 6020.345703
	Iteration 167Q: 3 clusters Score -1.407325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177595 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -14073260.000000 Penalty: 6020.345703
	Iteration 168Q: 3 clusters Score -1.407326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177597 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -14073266.000000 Penalty: 6020.345703
	Iteration 169Q: 3 clusters Score -1.407327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177598 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -14073256.000000 Penalty: 6020.345703
	Iteration 170Q: 3 clusters Score -1.407326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177600 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -14073254.000000 Penalty: 6020.345703
	Iteration 171Q: 3 clusters Score -1.407325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177603 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -14073257.000000 Penalty: 6020.345703
	Iteration 172Q: 3 clusters Score -1.407326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177607 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -14073255.000000 Penalty: 6020.345703
	Iteration 173Q: 3 clusters Score -1.407326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177608 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -14073251.000000 Penalty: 6020.345703
	Iteration 174Q: 3 clusters Score -1.407325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177609 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -14073250.000000 Penalty: 6020.345703
	Iteration 175Q: 3 clusters Score -1.407325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177610 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -14073249.000000 Penalty: 6020.345703
	Iteration 176Q: 3 clusters Score -1.407325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177611 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -14073240.000000 Penalty: 6020.345703
	Iteration 177Q: 3 clusters Score -1.407324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177611 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -14073240.000000 Penalty: 6020.345703
	Iteration 178F: 3 clusters Score -1.407324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (206872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206872 members 
Entering Unmasked Estep 
Score: -15476266.000000 Penalty: 3035.484131
	Iteration 0F: 2 clusters Score -1.547627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103441 members 
Mstep: Class 2 contains 103431 members 
Entering Unmasked Estep 
Score: -15337585.000000 Penalty: 6070.968262
	Iteration 0F: 3 clusters Score -1.533758e+07 nChanged 99488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103203 members 
Mstep: Class 2 contains 103669 members 
Entering Unmasked Estep 
Score: -15396270.000000 Penalty: 6070.968262
	Iteration 1F: 3 clusters Score -1.539627e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102658 members 
Mstep: Class 2 contains 104214 members 
Entering Unmasked Estep 
Score: -15397537.000000 Penalty: 6070.968262
	Iteration 2Q: 3 clusters Score -1.539754e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101773 members 
Mstep: Class 2 contains 105099 members 
Entering Unmasked Estep 
Score: -15399017.000000 Penalty: 6070.968262
	Iteration 3Q: 3 clusters Score -1.539902e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100381 members 
Mstep: Class 2 contains 106491 members 
Entering Unmasked Estep 
Score: -15400905.000000 Penalty: 6070.968262
	Iteration 4Q: 3 clusters Score -1.54009e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98166 members 
Mstep: Class 2 contains 108706 members 
Entering Unmasked Estep 
Score: -15403266.000000 Penalty: 6070.968262
	Iteration 5Q: 3 clusters Score -1.540327e+07 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94797 members 
Mstep: Class 2 contains 112075 members 
Entering Unmasked Estep 
Score: -15406454.000000 Penalty: 6070.968262
	Iteration 6Q: 3 clusters Score -1.540645e+07 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90277 members 
Mstep: Class 2 contains 116595 members 
Entering Unmasked Estep 
Score: -15410850.000000 Penalty: 6070.968262
	Iteration 7F: 3 clusters Score -1.541085e+07 nChanged 11430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84693 members 
Mstep: Class 2 contains 122179 members 
Entering Unmasked Estep 
Score: -15416249.000000 Penalty: 6070.968262
	Iteration 8F: 3 clusters Score -1.541625e+07 nChanged 11884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78155 members 
Mstep: Class 2 contains 128717 members 
Entering Unmasked Estep 
Score: -15421675.000000 Penalty: 6070.968262
	Iteration 9F: 3 clusters Score -1.542168e+07 nChanged 11197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71162 members 
Mstep: Class 2 contains 135710 members 
Entering Unmasked Estep 
Score: -15426942.000000 Penalty: 6070.968262
	Iteration 10F: 3 clusters Score -1.542694e+07 nChanged 10130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63922 members 
Mstep: Class 2 contains 142950 members 
Entering Unmasked Estep 
Score: -15431128.000000 Penalty: 6070.968262
	Iteration 11Q: 3 clusters Score -1.543113e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56568 members 
Mstep: Class 2 contains 150304 members 
Entering Unmasked Estep 
Score: -15434972.000000 Penalty: 6070.968262
	Iteration 12Q: 3 clusters Score -1.543497e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 158116 members 
Entering Unmasked Estep 
Score: -15438711.000000 Penalty: 6070.968262
	Iteration 13Q: 3 clusters Score -1.543871e+07 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 166440 members 
Entering Unmasked Estep 
Score: -15443049.000000 Penalty: 6070.968262
	Iteration 14Q: 3 clusters Score -1.544305e+07 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 175195 members 
Entering Unmasked Estep 
Score: -15448341.000000 Penalty: 6070.968262
	Iteration 15Q: 3 clusters Score -1.544834e+07 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 184106 members 
Entering Unmasked Estep 
Score: -15454549.000000 Penalty: 6070.968262
	Iteration 16Q: 3 clusters Score -1.545455e+07 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 192459 members 
Entering Unmasked Estep 
Score: -15461541.000000 Penalty: 6070.968262
	Iteration 17Q: 3 clusters Score -1.546154e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 198870 members 
Entering Unmasked Estep 
Score: -15467352.000000 Penalty: 6070.968262
	Iteration 18Q: 3 clusters Score -1.546735e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 202868 members 
Entering Unmasked Estep 
Score: -15470923.000000 Penalty: 6070.968262
	Iteration 19Q: 3 clusters Score -1.547092e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 204765 members 
Entering Unmasked Estep 
Score: -15472566.000000 Penalty: 6070.968262
	Iteration 20F: 3 clusters Score -1.547257e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 205533 members 
Entering Unmasked Estep 
Score: -15473132.000000 Penalty: 6070.968262
	Iteration 21Q: 3 clusters Score -1.547313e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 205837 members 
Entering Unmasked Estep 
Score: -15473396.000000 Penalty: 6070.968262
	Iteration 22Q: 3 clusters Score -1.54734e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 205967 members 
Entering Unmasked Estep 
Score: -15473541.000000 Penalty: 6070.968262
	Iteration 23Q: 3 clusters Score -1.547354e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 206044 members 
Entering Unmasked Estep 
Score: -15473645.000000 Penalty: 6070.968262
	Iteration 24Q: 3 clusters Score -1.547364e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 206087 members 
Entering Unmasked Estep 
Score: -15473721.000000 Penalty: 6070.968262
	Iteration 25Q: 3 clusters Score -1.547372e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 206119 members 
Entering Unmasked Estep 
Score: -15473776.000000 Penalty: 6070.968262
	Iteration 26Q: 3 clusters Score -1.547378e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 206137 members 
Entering Unmasked Estep 
Score: -15473826.000000 Penalty: 6070.968262
	Iteration 27Q: 3 clusters Score -1.547383e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 206151 members 
Entering Unmasked Estep 
Score: -15473830.000000 Penalty: 6070.968262
	Iteration 28Q: 3 clusters Score -1.547383e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 206168 members 
Entering Unmasked Estep 
Score: -15473876.000000 Penalty: 6070.968262
	Iteration 29Q: 3 clusters Score -1.547388e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 206172 members 
Entering Unmasked Estep 
Score: -15473880.000000 Penalty: 6070.968262
	Iteration 30Q: 3 clusters Score -1.547388e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 206174 members 
Entering Unmasked Estep 
Score: -15473890.000000 Penalty: 6070.968262
	Iteration 31Q: 3 clusters Score -1.547389e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 206173 members 
Entering Unmasked Estep 
Score: -15473891.000000 Penalty: 6070.968262
	Iteration 32Q: 3 clusters Score -1.547389e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 206174 members 
Entering Unmasked Estep 
Score: -15473921.000000 Penalty: 6070.968262
	Iteration 33Q: 3 clusters Score -1.547392e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 206180 members 
Entering Unmasked Estep 
Score: -15473928.000000 Penalty: 6070.968262
	Iteration 34Q: 3 clusters Score -1.547393e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 206189 members 
Entering Unmasked Estep 
Score: -15473935.000000 Penalty: 6070.968262
	Iteration 35Q: 3 clusters Score -1.547394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 206196 members 
Entering Unmasked Estep 
Score: -15473940.000000 Penalty: 6070.968262
	Iteration 36Q: 3 clusters Score -1.547394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 206194 members 
Entering Unmasked Estep 
Score: -15473949.000000 Penalty: 6070.968262
	Iteration 37Q: 3 clusters Score -1.547395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 206196 members 
Entering Unmasked Estep 
Score: -15473946.000000 Penalty: 6070.968262
	Iteration 38Q: 3 clusters Score -1.547395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 206195 members 
Entering Unmasked Estep 
Score: -15473941.000000 Penalty: 6070.968262
	Iteration 39Q: 3 clusters Score -1.547394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 206196 members 
Entering Unmasked Estep 
Score: -15473940.000000 Penalty: 6070.968262
	Iteration 40F: 3 clusters Score -1.547394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 206196 members 
Entering Unmasked Estep 
Score: -15473943.000000 Penalty: 6070.968262
	Iteration 41Q: 3 clusters Score -1.547394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 206195 members 
Entering Unmasked Estep 
Score: -15473937.000000 Penalty: 6070.968262
	Iteration 42Q: 3 clusters Score -1.547394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 206192 members 
Entering Unmasked Estep 
Score: -15473937.000000 Penalty: 6070.968262
	Iteration 43Q: 3 clusters Score -1.547394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 206193 members 
Entering Unmasked Estep 
Score: -15473939.000000 Penalty: 6070.968262
	Iteration 44Q: 3 clusters Score -1.547394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 206193 members 
Entering Unmasked Estep 
Score: -15473940.000000 Penalty: 6070.968262
	Iteration 45Q: 3 clusters Score -1.547394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 206192 members 
Entering Unmasked Estep 
Score: -15473934.000000 Penalty: 6070.968262
	Iteration 46Q: 3 clusters Score -1.547393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 206192 members 
Entering Unmasked Estep 
Score: -15473934.000000 Penalty: 6070.968262
	Iteration 47F: 3 clusters Score -1.547393e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Entering Unmasked Estep 
Score: -251408.125000 Penalty: 2075.838379
	Iteration 0F: 2 clusters Score -251408.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -247284.296875 Penalty: 4151.676758
	Iteration 0F: 3 clusters Score -247284.3 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -248292.406250 Penalty: 4151.676758
	Iteration 1F: 3 clusters Score -248292.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -248640.187500 Penalty: 4151.676758
	Iteration 2F: 3 clusters Score -248640.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -248851.578125 Penalty: 4151.676758
	Iteration 3F: 3 clusters Score -248851.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -249032.078125 Penalty: 4151.676758
	Iteration 4Q: 3 clusters Score -249032.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -249198.859375 Penalty: 4151.676758
	Iteration 5Q: 3 clusters Score -249198.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -249369.156250 Penalty: 4151.676758
	Iteration 6Q: 3 clusters Score -249369.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -249541.109375 Penalty: 4151.676758
	Iteration 7Q: 3 clusters Score -249541.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -249684.250000 Penalty: 4151.676758
	Iteration 8Q: 3 clusters Score -249684.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -249792.125000 Penalty: 4151.676758
	Iteration 9Q: 3 clusters Score -249792.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -249878.343750 Penalty: 4151.676758
	Iteration 10Q: 3 clusters Score -249878.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -249937.687500 Penalty: 4151.676758
	Iteration 11Q: 3 clusters Score -249937.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -249996.296875 Penalty: 4151.676758
	Iteration 12Q: 3 clusters Score -249996.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -250041.406250 Penalty: 4151.676758
	Iteration 13Q: 3 clusters Score -250041.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -250077.796875 Penalty: 4151.676758
	Iteration 14Q: 3 clusters Score -250077.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -250101.781250 Penalty: 4151.676758
	Iteration 15Q: 3 clusters Score -250101.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -250128.453125 Penalty: 4151.676758
	Iteration 16Q: 3 clusters Score -250128.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -250151.187500 Penalty: 4151.676758
	Iteration 17Q: 3 clusters Score -250151.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -250167.281250 Penalty: 4151.676758
	Iteration 18Q: 3 clusters Score -250167.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -250176.625000 Penalty: 4151.676758
	Iteration 19Q: 3 clusters Score -250176.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -250184.531250 Penalty: 4151.676758
	Iteration 20F: 3 clusters Score -250184.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -250192.328125 Penalty: 4151.676758
	Iteration 21Q: 3 clusters Score -250192.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -250200.812500 Penalty: 4151.676758
	Iteration 22Q: 3 clusters Score -250200.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -250207.000000 Penalty: 4151.676758
	Iteration 23Q: 3 clusters Score -250207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -250211.750000 Penalty: 4151.676758
	Iteration 24Q: 3 clusters Score -250211.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -250215.500000 Penalty: 4151.676758
	Iteration 25Q: 3 clusters Score -250215.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -250218.046875 Penalty: 4151.676758
	Iteration 26Q: 3 clusters Score -250218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -250220.578125 Penalty: 4151.676758
	Iteration 27Q: 3 clusters Score -250220.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -250223.968750 Penalty: 4151.676758
	Iteration 28Q: 3 clusters Score -250224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -250227.140625 Penalty: 4151.676758
	Iteration 29Q: 3 clusters Score -250227.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -250230.000000 Penalty: 4151.676758
	Iteration 30Q: 3 clusters Score -250230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -250232.609375 Penalty: 4151.676758
	Iteration 31Q: 3 clusters Score -250232.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -250233.046875 Penalty: 4151.676758
	Iteration 32Q: 3 clusters Score -250233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -250234.218750 Penalty: 4151.676758
	Iteration 33Q: 3 clusters Score -250234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -250235.031250 Penalty: 4151.676758
	Iteration 34Q: 3 clusters Score -250235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -250235.593750 Penalty: 4151.676758
	Iteration 35Q: 3 clusters Score -250235.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -250236.265625 Penalty: 4151.676758
	Iteration 36Q: 3 clusters Score -250236.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -250236.296875 Penalty: 4151.676758
	Iteration 37Q: 3 clusters Score -250236.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -250236.859375 Penalty: 4151.676758
	Iteration 38Q: 3 clusters Score -250236.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -250237.078125 Penalty: 4151.676758
	Iteration 39Q: 3 clusters Score -250237.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -250237.828125 Penalty: 4151.676758
	Iteration 40F: 3 clusters Score -250237.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -250237.546875 Penalty: 4151.676758
	Iteration 41Q: 3 clusters Score -250237.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -250238.218750 Penalty: 4151.676758
	Iteration 42Q: 3 clusters Score -250238.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -250238.218750 Penalty: 4151.676758
	Iteration 43F: 3 clusters Score -250238.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Entering Unmasked Estep 
Score: -2872708.500000 Penalty: 2604.753418
	Iteration 0F: 2 clusters Score -2872708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2848037.750000 Penalty: 5209.506836
	Iteration 0F: 3 clusters Score -2848038 nChanged 16513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2857211.500000 Penalty: 5209.506836
	Iteration 1F: 3 clusters Score -2857212 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -2857819.250000 Penalty: 5209.506836
	Iteration 2Q: 3 clusters Score -2857819 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2858487.000000 Penalty: 5209.506836
	Iteration 3Q: 3 clusters Score -2858487 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -2859250.250000 Penalty: 5209.506836
	Iteration 4Q: 3 clusters Score -2859250 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -2860192.000000 Penalty: 5209.506836
	Iteration 5F: 3 clusters Score -2860192 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -2861416.000000 Penalty: 5209.506836
	Iteration 6F: 3 clusters Score -2861416 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -2862862.000000 Penalty: 5209.506836
	Iteration 7F: 3 clusters Score -2862862 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -2864440.750000 Penalty: 5209.506836
	Iteration 8F: 3 clusters Score -2864441 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -2865973.500000 Penalty: 5209.506836
	Iteration 9F: 3 clusters Score -2865974 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -2867243.750000 Penalty: 5209.506836
	Iteration 10Q: 3 clusters Score -2867244 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -2868118.250000 Penalty: 5209.506836
	Iteration 11Q: 3 clusters Score -2868118 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -2868609.250000 Penalty: 5209.506836
	Iteration 12Q: 3 clusters Score -2868609 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -2868952.500000 Penalty: 5209.506836
	Iteration 13Q: 3 clusters Score -2868952 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -2869186.250000 Penalty: 5209.506836
	Iteration 14Q: 3 clusters Score -2869186 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -2869334.250000 Penalty: 5209.506836
	Iteration 15Q: 3 clusters Score -2869334 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -2869458.250000 Penalty: 5209.506836
	Iteration 16Q: 3 clusters Score -2869458 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -2869565.750000 Penalty: 5209.506836
	Iteration 17Q: 3 clusters Score -2869566 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -2869666.250000 Penalty: 5209.506836
	Iteration 18Q: 3 clusters Score -2869666 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -2869740.500000 Penalty: 5209.506836
	Iteration 19Q: 3 clusters Score -2869740 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -2869805.750000 Penalty: 5209.506836
	Iteration 20F: 3 clusters Score -2869806 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -2869860.750000 Penalty: 5209.506836
	Iteration 21Q: 3 clusters Score -2869861 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -2869926.250000 Penalty: 5209.506836
	Iteration 22Q: 3 clusters Score -2869926 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -2869995.000000 Penalty: 5209.506836
	Iteration 23Q: 3 clusters Score -2869995 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -2870051.000000 Penalty: 5209.506836
	Iteration 24Q: 3 clusters Score -2870051 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -2870085.000000 Penalty: 5209.506836
	Iteration 25Q: 3 clusters Score -2870085 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -2870122.000000 Penalty: 5209.506836
	Iteration 26Q: 3 clusters Score -2870122 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -2870161.500000 Penalty: 5209.506836
	Iteration 27Q: 3 clusters Score -2870162 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -2870185.250000 Penalty: 5209.506836
	Iteration 28Q: 3 clusters Score -2870185 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -2870213.750000 Penalty: 5209.506836
	Iteration 29Q: 3 clusters Score -2870214 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -2870238.250000 Penalty: 5209.506836
	Iteration 30Q: 3 clusters Score -2870238 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -2870257.000000 Penalty: 5209.506836
	Iteration 31Q: 3 clusters Score -2870257 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -2870281.000000 Penalty: 5209.506836
	Iteration 32Q: 3 clusters Score -2870281 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -2870298.750000 Penalty: 5209.506836
	Iteration 33Q: 3 clusters Score -2870299 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -2870325.250000 Penalty: 5209.506836
	Iteration 34Q: 3 clusters Score -2870325 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -2870350.750000 Penalty: 5209.506836
	Iteration 35Q: 3 clusters Score -2870351 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -2870376.000000 Penalty: 5209.506836
	Iteration 36Q: 3 clusters Score -2870376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -2870389.000000 Penalty: 5209.506836
	Iteration 37Q: 3 clusters Score -2870389 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -2870392.000000 Penalty: 5209.506836
	Iteration 38Q: 3 clusters Score -2870392 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -2870406.250000 Penalty: 5209.506836
	Iteration 39Q: 3 clusters Score -2870406 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -2870430.500000 Penalty: 5209.506836
	Iteration 40F: 3 clusters Score -2870430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -2870439.500000 Penalty: 5209.506836
	Iteration 41Q: 3 clusters Score -2870440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -2870457.000000 Penalty: 5209.506836
	Iteration 42Q: 3 clusters Score -2870457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -2870461.750000 Penalty: 5209.506836
	Iteration 43Q: 3 clusters Score -2870462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -2870468.250000 Penalty: 5209.506836
	Iteration 44Q: 3 clusters Score -2870468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -2870475.750000 Penalty: 5209.506836
	Iteration 45Q: 3 clusters Score -2870476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -2870484.250000 Penalty: 5209.506836
	Iteration 46Q: 3 clusters Score -2870484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -2870482.750000 Penalty: 5209.506836
	Iteration 47Q: 3 clusters Score -2870483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -2870482.000000 Penalty: 5209.506836
	Iteration 48Q: 3 clusters Score -2870482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -2870481.250000 Penalty: 5209.506836
	Iteration 49Q: 3 clusters Score -2870481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -2870483.500000 Penalty: 5209.506836
	Iteration 50Q: 3 clusters Score -2870484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -2870490.000000 Penalty: 5209.506836
	Iteration 51Q: 3 clusters Score -2870490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -2870492.250000 Penalty: 5209.506836
	Iteration 52Q: 3 clusters Score -2870492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -2870495.500000 Penalty: 5209.506836
	Iteration 53Q: 3 clusters Score -2870496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -2870496.500000 Penalty: 5209.506836
	Iteration 54Q: 3 clusters Score -2870496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -2870497.250000 Penalty: 5209.506836
	Iteration 55Q: 3 clusters Score -2870497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -2870497.250000 Penalty: 5209.506836
	Iteration 56F: 3 clusters Score -2870497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Entering Unmasked Estep 
Score: -216846.109375 Penalty: 1982.919678
	Iteration 0F: 2 clusters Score -216846.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -213638.406250 Penalty: 3965.839355
	Iteration 0F: 3 clusters Score -213638.4 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -214278.828125 Penalty: 3965.839355
	Iteration 1F: 3 clusters Score -214278.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -214450.265625 Penalty: 3965.839355
	Iteration 2F: 3 clusters Score -214450.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -214546.187500 Penalty: 3965.839355
	Iteration 3F: 3 clusters Score -214546.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -214602.125000 Penalty: 3965.839355
	Iteration 4Q: 3 clusters Score -214602.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -214653.031250 Penalty: 3965.839355
	Iteration 5Q: 3 clusters Score -214653 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -214696.671875 Penalty: 3965.839355
	Iteration 6Q: 3 clusters Score -214696.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -214748.031250 Penalty: 3965.839355
	Iteration 7Q: 3 clusters Score -214748 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -214816.828125 Penalty: 3965.839355
	Iteration 8Q: 3 clusters Score -214816.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -214884.609375 Penalty: 3965.839355
	Iteration 9Q: 3 clusters Score -214884.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -214935.281250 Penalty: 3965.839355
	Iteration 10Q: 3 clusters Score -214935.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -214984.718750 Penalty: 3965.839355
	Iteration 11Q: 3 clusters Score -214984.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -215037.093750 Penalty: 3965.839355
	Iteration 12Q: 3 clusters Score -215037.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -215070.890625 Penalty: 3965.839355
	Iteration 13Q: 3 clusters Score -215070.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -215100.343750 Penalty: 3965.839355
	Iteration 14Q: 3 clusters Score -215100.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -215141.718750 Penalty: 3965.839355
	Iteration 15Q: 3 clusters Score -215141.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -215187.765625 Penalty: 3965.839355
	Iteration 16Q: 3 clusters Score -215187.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -215220.875000 Penalty: 3965.839355
	Iteration 17Q: 3 clusters Score -215220.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -215243.734375 Penalty: 3965.839355
	Iteration 18Q: 3 clusters Score -215243.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -215264.125000 Penalty: 3965.839355
	Iteration 19Q: 3 clusters Score -215264.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -215278.234375 Penalty: 3965.839355
	Iteration 20F: 3 clusters Score -215278.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -215293.343750 Penalty: 3965.839355
	Iteration 21Q: 3 clusters Score -215293.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -215310.203125 Penalty: 3965.839355
	Iteration 22Q: 3 clusters Score -215310.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -215324.843750 Penalty: 3965.839355
	Iteration 23Q: 3 clusters Score -215324.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -215336.640625 Penalty: 3965.839355
	Iteration 24Q: 3 clusters Score -215336.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -215352.937500 Penalty: 3965.839355
	Iteration 25Q: 3 clusters Score -215352.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -215372.812500 Penalty: 3965.839355
	Iteration 26Q: 3 clusters Score -215372.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -215389.015625 Penalty: 3965.839355
	Iteration 27Q: 3 clusters Score -215389 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -215410.093750 Penalty: 3965.839355
	Iteration 28Q: 3 clusters Score -215410.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -215430.984375 Penalty: 3965.839355
	Iteration 29Q: 3 clusters Score -215431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -215447.843750 Penalty: 3965.839355
	Iteration 30Q: 3 clusters Score -215447.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -215466.500000 Penalty: 3965.839355
	Iteration 31Q: 3 clusters Score -215466.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -215482.296875 Penalty: 3965.839355
	Iteration 32Q: 3 clusters Score -215482.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -215498.015625 Penalty: 3965.839355
	Iteration 33Q: 3 clusters Score -215498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -215515.921875 Penalty: 3965.839355
	Iteration 34Q: 3 clusters Score -215515.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -215545.125000 Penalty: 3965.839355
	Iteration 35Q: 3 clusters Score -215545.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -215568.734375 Penalty: 3965.839355
	Iteration 36Q: 3 clusters Score -215568.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -215597.250000 Penalty: 3965.839355
	Iteration 37Q: 3 clusters Score -215597.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -215623.156250 Penalty: 3965.839355
	Iteration 38Q: 3 clusters Score -215623.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -215633.937500 Penalty: 3965.839355
	Iteration 39Q: 3 clusters Score -215633.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -215641.328125 Penalty: 3965.839355
	Iteration 40F: 3 clusters Score -215641.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -215645.859375 Penalty: 3965.839355
	Iteration 41Q: 3 clusters Score -215645.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -215647.296875 Penalty: 3965.839355
	Iteration 42Q: 3 clusters Score -215647.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -215649.609375 Penalty: 3965.839355
	Iteration 43Q: 3 clusters Score -215649.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -215650.859375 Penalty: 3965.839355
	Iteration 44Q: 3 clusters Score -215650.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -215652.125000 Penalty: 3965.839355
	Iteration 45Q: 3 clusters Score -215652.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -215652.125000 Penalty: 3965.839355
	Iteration 46F: 3 clusters Score -215652.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Entering Unmasked Estep 
Score: -1102470.750000 Penalty: 2385.000732
	Iteration 0F: 2 clusters Score -1102471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1091575.250000 Penalty: 4770.001465
	Iteration 0F: 3 clusters Score -1091575 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1095024.875000 Penalty: 4770.001465
	Iteration 1F: 3 clusters Score -1095025 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1095406.375000 Penalty: 4770.001465
	Iteration 2F: 3 clusters Score -1095406 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1095756.000000 Penalty: 4770.001465
	Iteration 3F: 3 clusters Score -1095756 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1096061.375000 Penalty: 4770.001465
	Iteration 4Q: 3 clusters Score -1096061 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1096326.500000 Penalty: 4770.001465
	Iteration 5Q: 3 clusters Score -1096326 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1096573.375000 Penalty: 4770.001465
	Iteration 6Q: 3 clusters Score -1096573 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1096783.750000 Penalty: 4770.001465
	Iteration 7Q: 3 clusters Score -1096784 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1096954.500000 Penalty: 4770.001465
	Iteration 8Q: 3 clusters Score -1096954 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1097094.000000 Penalty: 4770.001465
	Iteration 9Q: 3 clusters Score -1097094 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1097255.625000 Penalty: 4770.001465
	Iteration 10Q: 3 clusters Score -1097256 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1097416.875000 Penalty: 4770.001465
	Iteration 11Q: 3 clusters Score -1097417 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1097589.250000 Penalty: 4770.001465
	Iteration 12Q: 3 clusters Score -1097589 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1097790.750000 Penalty: 4770.001465
	Iteration 13Q: 3 clusters Score -1097791 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1098033.125000 Penalty: 4770.001465
	Iteration 14Q: 3 clusters Score -1098033 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1098315.625000 Penalty: 4770.001465
	Iteration 15Q: 3 clusters Score -1098316 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1098679.125000 Penalty: 4770.001465
	Iteration 16Q: 3 clusters Score -1098679 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1099055.875000 Penalty: 4770.001465
	Iteration 17Q: 3 clusters Score -1099056 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1099378.500000 Penalty: 4770.001465
	Iteration 18Q: 3 clusters Score -1099378 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1099631.250000 Penalty: 4770.001465
	Iteration 19Q: 3 clusters Score -1099631 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1099851.750000 Penalty: 4770.001465
	Iteration 20F: 3 clusters Score -1099852 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1099994.500000 Penalty: 4770.001465
	Iteration 21Q: 3 clusters Score -1099994 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1100097.000000 Penalty: 4770.001465
	Iteration 22Q: 3 clusters Score -1100097 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1100174.000000 Penalty: 4770.001465
	Iteration 23Q: 3 clusters Score -1100174 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1100228.875000 Penalty: 4770.001465
	Iteration 24Q: 3 clusters Score -1100229 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1100249.750000 Penalty: 4770.001465
	Iteration 25Q: 3 clusters Score -1100250 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1100273.750000 Penalty: 4770.001465
	Iteration 26Q: 3 clusters Score -1100274 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1100293.625000 Penalty: 4770.001465
	Iteration 27Q: 3 clusters Score -1100294 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1100317.250000 Penalty: 4770.001465
	Iteration 28Q: 3 clusters Score -1100317 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1100331.625000 Penalty: 4770.001465
	Iteration 29Q: 3 clusters Score -1100332 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1100359.625000 Penalty: 4770.001465
	Iteration 30Q: 3 clusters Score -1100360 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1100377.125000 Penalty: 4770.001465
	Iteration 31Q: 3 clusters Score -1100377 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1100388.625000 Penalty: 4770.001465
	Iteration 32Q: 3 clusters Score -1100389 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1100402.375000 Penalty: 4770.001465
	Iteration 33Q: 3 clusters Score -1100402 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1100418.375000 Penalty: 4770.001465
	Iteration 34Q: 3 clusters Score -1100418 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1100436.625000 Penalty: 4770.001465
	Iteration 35Q: 3 clusters Score -1100437 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1100457.000000 Penalty: 4770.001465
	Iteration 36Q: 3 clusters Score -1100457 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1100476.375000 Penalty: 4770.001465
	Iteration 37Q: 3 clusters Score -1100476 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1100498.375000 Penalty: 4770.001465
	Iteration 38Q: 3 clusters Score -1100498 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1100511.750000 Penalty: 4770.001465
	Iteration 39Q: 3 clusters Score -1100512 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1100533.250000 Penalty: 4770.001465
	Iteration 40F: 3 clusters Score -1100533 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1100555.625000 Penalty: 4770.001465
	Iteration 41Q: 3 clusters Score -1100556 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1100579.125000 Penalty: 4770.001465
	Iteration 42Q: 3 clusters Score -1100579 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1100605.000000 Penalty: 4770.001465
	Iteration 43Q: 3 clusters Score -1100605 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1100632.625000 Penalty: 4770.001465
	Iteration 44Q: 3 clusters Score -1100633 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1100669.000000 Penalty: 4770.001465
	Iteration 45Q: 3 clusters Score -1100669 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1100710.375000 Penalty: 4770.001465
	Iteration 46Q: 3 clusters Score -1100710 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1100752.000000 Penalty: 4770.001465
	Iteration 47Q: 3 clusters Score -1100752 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1100794.500000 Penalty: 4770.001465
	Iteration 48Q: 3 clusters Score -1100794 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1100819.375000 Penalty: 4770.001465
	Iteration 49Q: 3 clusters Score -1100819 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1100833.875000 Penalty: 4770.001465
	Iteration 50Q: 3 clusters Score -1100834 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1100845.125000 Penalty: 4770.001465
	Iteration 51Q: 3 clusters Score -1100845 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1100856.375000 Penalty: 4770.001465
	Iteration 52Q: 3 clusters Score -1100856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1100867.375000 Penalty: 4770.001465
	Iteration 53Q: 3 clusters Score -1100867 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1100876.375000 Penalty: 4770.001465
	Iteration 54Q: 3 clusters Score -1100876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1100884.375000 Penalty: 4770.001465
	Iteration 55Q: 3 clusters Score -1100884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1100890.250000 Penalty: 4770.001465
	Iteration 56Q: 3 clusters Score -1100890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1100893.000000 Penalty: 4770.001465
	Iteration 57Q: 3 clusters Score -1100893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1100896.000000 Penalty: 4770.001465
	Iteration 58Q: 3 clusters Score -1100896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1100900.250000 Penalty: 4770.001465
	Iteration 59Q: 3 clusters Score -1100900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1100897.500000 Penalty: 4770.001465
	Iteration 60F: 3 clusters Score -1100898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1100896.250000 Penalty: 4770.001465
	Iteration 61Q: 3 clusters Score -1100896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1100897.375000 Penalty: 4770.001465
	Iteration 62Q: 3 clusters Score -1100897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1100899.375000 Penalty: 4770.001465
	Iteration 63Q: 3 clusters Score -1100899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1100900.125000 Penalty: 4770.001465
	Iteration 64Q: 3 clusters Score -1100900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1100900.375000 Penalty: 4770.001465
	Iteration 65Q: 3 clusters Score -1100900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1100901.625000 Penalty: 4770.001465
	Iteration 66Q: 3 clusters Score -1100902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1100904.125000 Penalty: 4770.001465
	Iteration 67Q: 3 clusters Score -1100904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1100903.500000 Penalty: 4770.001465
	Iteration 68Q: 3 clusters Score -1100904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1100903.375000 Penalty: 4770.001465
	Iteration 69Q: 3 clusters Score -1100903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1100903.375000 Penalty: 4770.001465
	Iteration 70F: 3 clusters Score -1100903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Entering Unmasked Estep 
Score: -353985.093750 Penalty: 2107.961182
	Iteration 0F: 2 clusters Score -353985.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -349494.218750 Penalty: 4215.922363
	Iteration 0F: 3 clusters Score -349494.2 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -350592.750000 Penalty: 4215.922363
	Iteration 1F: 3 clusters Score -350592.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -350804.781250 Penalty: 4215.922363
	Iteration 2F: 3 clusters Score -350804.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -350931.781250 Penalty: 4215.922363
	Iteration 3Q: 3 clusters Score -350931.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -351049.937500 Penalty: 4215.922363
	Iteration 4Q: 3 clusters Score -351049.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -351159.812500 Penalty: 4215.922363
	Iteration 5Q: 3 clusters Score -351159.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -351268.093750 Penalty: 4215.922363
	Iteration 6Q: 3 clusters Score -351268.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -351394.437500 Penalty: 4215.922363
	Iteration 7Q: 3 clusters Score -351394.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -351511.187500 Penalty: 4215.922363
	Iteration 8Q: 3 clusters Score -351511.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -351601.375000 Penalty: 4215.922363
	Iteration 9Q: 3 clusters Score -351601.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -351691.125000 Penalty: 4215.922363
	Iteration 10Q: 3 clusters Score -351691.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -351763.093750 Penalty: 4215.922363
	Iteration 11Q: 3 clusters Score -351763.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -351845.906250 Penalty: 4215.922363
	Iteration 12Q: 3 clusters Score -351845.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -351930.437500 Penalty: 4215.922363
	Iteration 13Q: 3 clusters Score -351930.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -352021.593750 Penalty: 4215.922363
	Iteration 14Q: 3 clusters Score -352021.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -352108.437500 Penalty: 4215.922363
	Iteration 15Q: 3 clusters Score -352108.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -352174.531250 Penalty: 4215.922363
	Iteration 16Q: 3 clusters Score -352174.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -352244.312500 Penalty: 4215.922363
	Iteration 17Q: 3 clusters Score -352244.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -352327.125000 Penalty: 4215.922363
	Iteration 18Q: 3 clusters Score -352327.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -352419.468750 Penalty: 4215.922363
	Iteration 19Q: 3 clusters Score -352419.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -352504.906250 Penalty: 4215.922363
	Iteration 20F: 3 clusters Score -352504.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -352620.437500 Penalty: 4215.922363
	Iteration 21Q: 3 clusters Score -352620.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -352723.562500 Penalty: 4215.922363
	Iteration 22Q: 3 clusters Score -352723.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -352807.562500 Penalty: 4215.922363
	Iteration 23Q: 3 clusters Score -352807.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -352867.687500 Penalty: 4215.922363
	Iteration 24Q: 3 clusters Score -352867.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -352903.968750 Penalty: 4215.922363
	Iteration 25Q: 3 clusters Score -352904 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -352930.593750 Penalty: 4215.922363
	Iteration 26Q: 3 clusters Score -352930.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -352943.656250 Penalty: 4215.922363
	Iteration 27Q: 3 clusters Score -352943.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -352952.937500 Penalty: 4215.922363
	Iteration 28Q: 3 clusters Score -352952.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -352957.812500 Penalty: 4215.922363
	Iteration 29Q: 3 clusters Score -352957.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -352960.968750 Penalty: 4215.922363
	Iteration 30Q: 3 clusters Score -352961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -352962.343750 Penalty: 4215.922363
	Iteration 31Q: 3 clusters Score -352962.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -352963.625000 Penalty: 4215.922363
	Iteration 32Q: 3 clusters Score -352963.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -352964.281250 Penalty: 4215.922363
	Iteration 33Q: 3 clusters Score -352964.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -352965.468750 Penalty: 4215.922363
	Iteration 34Q: 3 clusters Score -352965.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -352966.250000 Penalty: 4215.922363
	Iteration 35Q: 3 clusters Score -352966.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -352966.343750 Penalty: 4215.922363
	Iteration 36Q: 3 clusters Score -352966.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -352966.343750 Penalty: 4215.922363
	Iteration 37F: 3 clusters Score -352966.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (57130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57130 members 
Entering Unmasked Estep 
Score: -4362056.500000 Penalty: 2716.364990
	Iteration 0F: 2 clusters Score -4362056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -4323622.000000 Penalty: 5432.729980
	Iteration 0F: 3 clusters Score -4323622 nChanged 26635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -4338540.500000 Penalty: 5432.729980
	Iteration 1F: 3 clusters Score -4338540 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -4339140.000000 Penalty: 5432.729980
	Iteration 2Q: 3 clusters Score -4339140 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -4339735.000000 Penalty: 5432.729980
	Iteration 3Q: 3 clusters Score -4339735 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -4340434.500000 Penalty: 5432.729980
	Iteration 4Q: 3 clusters Score -4340434 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -4341132.000000 Penalty: 5432.729980
	Iteration 5Q: 3 clusters Score -4341132 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -4342055.000000 Penalty: 5432.729980
	Iteration 6Q: 3 clusters Score -4342055 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -4342992.000000 Penalty: 5432.729980
	Iteration 7Q: 3 clusters Score -4342992 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -4344092.500000 Penalty: 5432.729980
	Iteration 8Q: 3 clusters Score -4344092 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -4345185.000000 Penalty: 5432.729980
	Iteration 9Q: 3 clusters Score -4345185 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -4346122.500000 Penalty: 5432.729980
	Iteration 10Q: 3 clusters Score -4346122 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -4346917.000000 Penalty: 5432.729980
	Iteration 11Q: 3 clusters Score -4346917 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -4347686.500000 Penalty: 5432.729980
	Iteration 12Q: 3 clusters Score -4347686 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -4348403.000000 Penalty: 5432.729980
	Iteration 13Q: 3 clusters Score -4348403 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -4349124.500000 Penalty: 5432.729980
	Iteration 14Q: 3 clusters Score -4349124 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -4350022.000000 Penalty: 5432.729980
	Iteration 15Q: 3 clusters Score -4350022 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -4351019.000000 Penalty: 5432.729980
	Iteration 16Q: 3 clusters Score -4351019 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -4352215.000000 Penalty: 5432.729980
	Iteration 17Q: 3 clusters Score -4352215 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -4353521.000000 Penalty: 5432.729980
	Iteration 18Q: 3 clusters Score -4353521 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -4354787.000000 Penalty: 5432.729980
	Iteration 19Q: 3 clusters Score -4354787 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 50796 members 
Entering Unmasked Estep 
Score: -4355880.000000 Penalty: 5432.729980
	Iteration 20F: 3 clusters Score -4355880 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -4356763.500000 Penalty: 5432.729980
	Iteration 21Q: 3 clusters Score -4356764 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -4357481.500000 Penalty: 5432.729980
	Iteration 22Q: 3 clusters Score -4357482 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 53885 members 
Entering Unmasked Estep 
Score: -4358072.500000 Penalty: 5432.729980
	Iteration 23Q: 3 clusters Score -4358072 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -4358528.500000 Penalty: 5432.729980
	Iteration 24Q: 3 clusters Score -4358528 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 54979 members 
Entering Unmasked Estep 
Score: -4358849.500000 Penalty: 5432.729980
	Iteration 25Q: 3 clusters Score -4358850 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -4359121.000000 Penalty: 5432.729980
	Iteration 26Q: 3 clusters Score -4359121 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -4359284.000000 Penalty: 5432.729980
	Iteration 27Q: 3 clusters Score -4359284 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 55738 members 
Entering Unmasked Estep 
Score: -4359408.500000 Penalty: 5432.729980
	Iteration 28Q: 3 clusters Score -4359408 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 55868 members 
Entering Unmasked Estep 
Score: -4359495.500000 Penalty: 5432.729980
	Iteration 29Q: 3 clusters Score -4359496 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 55979 members 
Entering Unmasked Estep 
Score: -4359570.000000 Penalty: 5432.729980
	Iteration 30Q: 3 clusters Score -4359570 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 56054 members 
Entering Unmasked Estep 
Score: -4359627.500000 Penalty: 5432.729980
	Iteration 31Q: 3 clusters Score -4359628 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 56123 members 
Entering Unmasked Estep 
Score: -4359676.000000 Penalty: 5432.729980
	Iteration 32Q: 3 clusters Score -4359676 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 56182 members 
Entering Unmasked Estep 
Score: -4359718.000000 Penalty: 5432.729980
	Iteration 33Q: 3 clusters Score -4359718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 56224 members 
Entering Unmasked Estep 
Score: -4359739.000000 Penalty: 5432.729980
	Iteration 34Q: 3 clusters Score -4359739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -4359746.000000 Penalty: 5432.729980
	Iteration 35Q: 3 clusters Score -4359746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 56266 members 
Entering Unmasked Estep 
Score: -4359764.000000 Penalty: 5432.729980
	Iteration 36Q: 3 clusters Score -4359764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 56283 members 
Entering Unmasked Estep 
Score: -4359782.500000 Penalty: 5432.729980
	Iteration 37Q: 3 clusters Score -4359782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -4359780.500000 Penalty: 5432.729980
	Iteration 38Q: 3 clusters Score -4359780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 56305 members 
Entering Unmasked Estep 
Score: -4359784.500000 Penalty: 5432.729980
	Iteration 39Q: 3 clusters Score -4359784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
Score: -4359795.500000 Penalty: 5432.729980
	Iteration 40F: 3 clusters Score -4359796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 56315 members 
Entering Unmasked Estep 
Score: -4359796.500000 Penalty: 5432.729980
	Iteration 41Q: 3 clusters Score -4359796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -4359799.500000 Penalty: 5432.729980
	Iteration 42Q: 3 clusters Score -4359800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 56317 members 
Entering Unmasked Estep 
Score: -4359800.000000 Penalty: 5432.729980
	Iteration 43Q: 3 clusters Score -4359800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 56318 members 
Entering Unmasked Estep 
Score: -4359800.500000 Penalty: 5432.729980
	Iteration 44Q: 3 clusters Score -4359800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -4359806.500000 Penalty: 5432.729980
	Iteration 45Q: 3 clusters Score -4359806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 56323 members 
Entering Unmasked Estep 
Score: -4359806.000000 Penalty: 5432.729980
	Iteration 46Q: 3 clusters Score -4359806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 56325 members 
Entering Unmasked Estep 
Score: -4359807.500000 Penalty: 5432.729980
	Iteration 47Q: 3 clusters Score -4359808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -4359804.500000 Penalty: 5432.729980
	Iteration 48Q: 3 clusters Score -4359804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -4359812.500000 Penalty: 5432.729980
	Iteration 49Q: 3 clusters Score -4359812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 56338 members 
Entering Unmasked Estep 
Score: -4359815.000000 Penalty: 5432.729980
	Iteration 50Q: 3 clusters Score -4359815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 56342 members 
Entering Unmasked Estep 
Score: -4359816.000000 Penalty: 5432.729980
	Iteration 51Q: 3 clusters Score -4359816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -4359819.000000 Penalty: 5432.729980
	Iteration 52Q: 3 clusters Score -4359819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -4359816.500000 Penalty: 5432.729980
	Iteration 53Q: 3 clusters Score -4359816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 56346 members 
Entering Unmasked Estep 
Score: -4359817.500000 Penalty: 5432.729980
	Iteration 54Q: 3 clusters Score -4359818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 56348 members 
Entering Unmasked Estep 
Score: -4359818.000000 Penalty: 5432.729980
	Iteration 55Q: 3 clusters Score -4359818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 56347 members 
Entering Unmasked Estep 
Score: -4359822.500000 Penalty: 5432.729980
	Iteration 56Q: 3 clusters Score -4359822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 56348 members 
Entering Unmasked Estep 
Score: -4359825.500000 Penalty: 5432.729980
	Iteration 57Q: 3 clusters Score -4359826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 56351 members 
Entering Unmasked Estep 
Score: -4359824.000000 Penalty: 5432.729980
	Iteration 58Q: 3 clusters Score -4359824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
Score: -4359825.000000 Penalty: 5432.729980
	Iteration 59Q: 3 clusters Score -4359825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 56356 members 
Entering Unmasked Estep 
Score: -4359831.000000 Penalty: 5432.729980
	Iteration 60F: 3 clusters Score -4359831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 56358 members 
Entering Unmasked Estep 
Score: -4359830.000000 Penalty: 5432.729980
	Iteration 61Q: 3 clusters Score -4359830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 56361 members 
Entering Unmasked Estep 
Score: -4359835.000000 Penalty: 5432.729980
	Iteration 62Q: 3 clusters Score -4359835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 56364 members 
Entering Unmasked Estep 
Score: -4359841.500000 Penalty: 5432.729980
	Iteration 63Q: 3 clusters Score -4359842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 56367 members 
Entering Unmasked Estep 
Score: -4359843.500000 Penalty: 5432.729980
	Iteration 64Q: 3 clusters Score -4359844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -4359839.000000 Penalty: 5432.729980
	Iteration 65Q: 3 clusters Score -4359839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -4359839.000000 Penalty: 5432.729980
	Iteration 66F: 3 clusters Score -4359839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Entering Unmasked Estep 
Score: -319117.906250 Penalty: 2070.320068
	Iteration 0F: 2 clusters Score -319117.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -315070.156250 Penalty: 4140.640137
	Iteration 0F: 3 clusters Score -315070.2 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -316035.000000 Penalty: 4140.640137
	Iteration 1F: 3 clusters Score -316035 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -316278.562500 Penalty: 4140.640137
	Iteration 2F: 3 clusters Score -316278.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -316455.312500 Penalty: 4140.640137
	Iteration 3F: 3 clusters Score -316455.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -316612.500000 Penalty: 4140.640137
	Iteration 4Q: 3 clusters Score -316612.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -316762.218750 Penalty: 4140.640137
	Iteration 5Q: 3 clusters Score -316762.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -316903.593750 Penalty: 4140.640137
	Iteration 6Q: 3 clusters Score -316903.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -317057.343750 Penalty: 4140.640137
	Iteration 7Q: 3 clusters Score -317057.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -317172.687500 Penalty: 4140.640137
	Iteration 8Q: 3 clusters Score -317172.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -317257.843750 Penalty: 4140.640137
	Iteration 9Q: 3 clusters Score -317257.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -317319.343750 Penalty: 4140.640137
	Iteration 10Q: 3 clusters Score -317319.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -317374.000000 Penalty: 4140.640137
	Iteration 11Q: 3 clusters Score -317374 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -317423.750000 Penalty: 4140.640137
	Iteration 12Q: 3 clusters Score -317423.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -317451.625000 Penalty: 4140.640137
	Iteration 13Q: 3 clusters Score -317451.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -317472.281250 Penalty: 4140.640137
	Iteration 14Q: 3 clusters Score -317472.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -317484.906250 Penalty: 4140.640137
	Iteration 15Q: 3 clusters Score -317484.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -317493.281250 Penalty: 4140.640137
	Iteration 16Q: 3 clusters Score -317493.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -317500.593750 Penalty: 4140.640137
	Iteration 17Q: 3 clusters Score -317500.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -317503.593750 Penalty: 4140.640137
	Iteration 18Q: 3 clusters Score -317503.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -317509.031250 Penalty: 4140.640137
	Iteration 19Q: 3 clusters Score -317509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -317513.437500 Penalty: 4140.640137
	Iteration 20F: 3 clusters Score -317513.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -317518.281250 Penalty: 4140.640137
	Iteration 21Q: 3 clusters Score -317518.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -317521.906250 Penalty: 4140.640137
	Iteration 22Q: 3 clusters Score -317521.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -317523.250000 Penalty: 4140.640137
	Iteration 23Q: 3 clusters Score -317523.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -317524.125000 Penalty: 4140.640137
	Iteration 24Q: 3 clusters Score -317524.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -317525.406250 Penalty: 4140.640137
	Iteration 25Q: 3 clusters Score -317525.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -317525.562500 Penalty: 4140.640137
	Iteration 26Q: 3 clusters Score -317525.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -317526.125000 Penalty: 4140.640137
	Iteration 27Q: 3 clusters Score -317526.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -317526.375000 Penalty: 4140.640137
	Iteration 28Q: 3 clusters Score -317526.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -317526.718750 Penalty: 4140.640137
	Iteration 29Q: 3 clusters Score -317526.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -317526.625000 Penalty: 4140.640137
	Iteration 30Q: 3 clusters Score -317526.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -317526.750000 Penalty: 4140.640137
	Iteration 31Q: 3 clusters Score -317526.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -317528.437500 Penalty: 4140.640137
	Iteration 32Q: 3 clusters Score -317528.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -317529.656250 Penalty: 4140.640137
	Iteration 33Q: 3 clusters Score -317529.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -317529.593750 Penalty: 4140.640137
	Iteration 34Q: 3 clusters Score -317529.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -317530.750000 Penalty: 4140.640137
	Iteration 35Q: 3 clusters Score -317530.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -317534.093750 Penalty: 4140.640137
	Iteration 36Q: 3 clusters Score -317534.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -317537.718750 Penalty: 4140.640137
	Iteration 37Q: 3 clusters Score -317537.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -317540.656250 Penalty: 4140.640137
	Iteration 38Q: 3 clusters Score -317540.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -317542.125000 Penalty: 4140.640137
	Iteration 39Q: 3 clusters Score -317542.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -317545.250000 Penalty: 4140.640137
	Iteration 40F: 3 clusters Score -317545.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -317550.250000 Penalty: 4140.640137
	Iteration 41Q: 3 clusters Score -317550.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -317554.656250 Penalty: 4140.640137
	Iteration 42Q: 3 clusters Score -317554.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -317559.031250 Penalty: 4140.640137
	Iteration 43Q: 3 clusters Score -317559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -317562.750000 Penalty: 4140.640137
	Iteration 44Q: 3 clusters Score -317562.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -317566.406250 Penalty: 4140.640137
	Iteration 45Q: 3 clusters Score -317566.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -317570.343750 Penalty: 4140.640137
	Iteration 46Q: 3 clusters Score -317570.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -317572.343750 Penalty: 4140.640137
	Iteration 47Q: 3 clusters Score -317572.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -317573.125000 Penalty: 4140.640137
	Iteration 48Q: 3 clusters Score -317573.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -317574.156250 Penalty: 4140.640137
	Iteration 49Q: 3 clusters Score -317574.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -317574.968750 Penalty: 4140.640137
	Iteration 50Q: 3 clusters Score -317575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -317575.406250 Penalty: 4140.640137
	Iteration 51Q: 3 clusters Score -317575.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -317575.406250 Penalty: 4140.640137
	Iteration 52F: 3 clusters Score -317575.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -167258.375000 Penalty: 1931.270752
	Iteration 0F: 2 clusters Score -167258.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -164401.781250 Penalty: 3862.541504
	Iteration 0F: 3 clusters Score -164401.8 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -165049.453125 Penalty: 3862.541504
	Iteration 1F: 3 clusters Score -165049.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -165357.390625 Penalty: 3862.541504
	Iteration 2F: 3 clusters Score -165357.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -165854.937500 Penalty: 3862.541504
	Iteration 3F: 3 clusters Score -165854.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -166307.046875 Penalty: 3862.541504
	Iteration 4F: 3 clusters Score -166307 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -166498.968750 Penalty: 3862.541504
	Iteration 5F: 3 clusters Score -166499 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -166620.843750 Penalty: 3862.541504
	Iteration 6Q: 3 clusters Score -166620.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -166689.078125 Penalty: 3862.541504
	Iteration 7Q: 3 clusters Score -166689.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -166737.453125 Penalty: 3862.541504
	Iteration 8Q: 3 clusters Score -166737.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -166765.093750 Penalty: 3862.541504
	Iteration 9Q: 3 clusters Score -166765.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -166779.062500 Penalty: 3862.541504
	Iteration 10Q: 3 clusters Score -166779.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -166783.687500 Penalty: 3862.541504
	Iteration 11Q: 3 clusters Score -166783.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -166787.015625 Penalty: 3862.541504
	Iteration 12Q: 3 clusters Score -166787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -166790.281250 Penalty: 3862.541504
	Iteration 13Q: 3 clusters Score -166790.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -166792.828125 Penalty: 3862.541504
	Iteration 14Q: 3 clusters Score -166792.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -166794.406250 Penalty: 3862.541504
	Iteration 15Q: 3 clusters Score -166794.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -166797.859375 Penalty: 3862.541504
	Iteration 16Q: 3 clusters Score -166797.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -166799.187500 Penalty: 3862.541504
	Iteration 17Q: 3 clusters Score -166799.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -166799.843750 Penalty: 3862.541504
	Iteration 18Q: 3 clusters Score -166799.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -166799.843750 Penalty: 3862.541504
	Iteration 19F: 3 clusters Score -166799.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Entering Unmasked Estep 
Score: -894919.250000 Penalty: 2324.959473
	Iteration 0F: 2 clusters Score -894919.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -886052.062500 Penalty: 4649.918945
	Iteration 0F: 3 clusters Score -886052.1 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -888750.375000 Penalty: 4649.918945
	Iteration 1F: 3 clusters Score -888750.4 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -889165.375000 Penalty: 4649.918945
	Iteration 2F: 3 clusters Score -889165.4 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -889480.375000 Penalty: 4649.918945
	Iteration 3F: 3 clusters Score -889480.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -889770.187500 Penalty: 4649.918945
	Iteration 4Q: 3 clusters Score -889770.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -890071.187500 Penalty: 4649.918945
	Iteration 5Q: 3 clusters Score -890071.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -890355.937500 Penalty: 4649.918945
	Iteration 6Q: 3 clusters Score -890355.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -890629.062500 Penalty: 4649.918945
	Iteration 7Q: 3 clusters Score -890629.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -890911.062500 Penalty: 4649.918945
	Iteration 8Q: 3 clusters Score -890911.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -891184.062500 Penalty: 4649.918945
	Iteration 9Q: 3 clusters Score -891184.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -891452.437500 Penalty: 4649.918945
	Iteration 10Q: 3 clusters Score -891452.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -891668.687500 Penalty: 4649.918945
	Iteration 11Q: 3 clusters Score -891668.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -891821.437500 Penalty: 4649.918945
	Iteration 12Q: 3 clusters Score -891821.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -891925.875000 Penalty: 4649.918945
	Iteration 13Q: 3 clusters Score -891925.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -892005.687500 Penalty: 4649.918945
	Iteration 14Q: 3 clusters Score -892005.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -892069.750000 Penalty: 4649.918945
	Iteration 15Q: 3 clusters Score -892069.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -892120.437500 Penalty: 4649.918945
	Iteration 16Q: 3 clusters Score -892120.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -892176.875000 Penalty: 4649.918945
	Iteration 17Q: 3 clusters Score -892176.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -892240.000000 Penalty: 4649.918945
	Iteration 18Q: 3 clusters Score -892240 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -892311.562500 Penalty: 4649.918945
	Iteration 19Q: 3 clusters Score -892311.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -892384.625000 Penalty: 4649.918945
	Iteration 20F: 3 clusters Score -892384.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -892483.000000 Penalty: 4649.918945
	Iteration 21Q: 3 clusters Score -892483 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -892587.750000 Penalty: 4649.918945
	Iteration 22Q: 3 clusters Score -892587.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -892698.812500 Penalty: 4649.918945
	Iteration 23Q: 3 clusters Score -892698.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -892809.125000 Penalty: 4649.918945
	Iteration 24Q: 3 clusters Score -892809.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -892898.250000 Penalty: 4649.918945
	Iteration 25Q: 3 clusters Score -892898.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -892993.187500 Penalty: 4649.918945
	Iteration 26Q: 3 clusters Score -892993.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -893075.500000 Penalty: 4649.918945
	Iteration 27Q: 3 clusters Score -893075.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -893129.937500 Penalty: 4649.918945
	Iteration 28Q: 3 clusters Score -893129.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -893166.062500 Penalty: 4649.918945
	Iteration 29Q: 3 clusters Score -893166.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -893188.375000 Penalty: 4649.918945
	Iteration 30Q: 3 clusters Score -893188.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -893199.750000 Penalty: 4649.918945
	Iteration 31Q: 3 clusters Score -893199.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -893203.625000 Penalty: 4649.918945
	Iteration 32Q: 3 clusters Score -893203.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -893208.062500 Penalty: 4649.918945
	Iteration 33Q: 3 clusters Score -893208.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -893210.312500 Penalty: 4649.918945
	Iteration 34Q: 3 clusters Score -893210.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -893213.812500 Penalty: 4649.918945
	Iteration 35Q: 3 clusters Score -893213.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -893216.250000 Penalty: 4649.918945
	Iteration 36Q: 3 clusters Score -893216.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -893216.000000 Penalty: 4649.918945
	Iteration 37Q: 3 clusters Score -893216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -893217.625000 Penalty: 4649.918945
	Iteration 38Q: 3 clusters Score -893217.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -893217.312500 Penalty: 4649.918945
	Iteration 39Q: 3 clusters Score -893217.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -893217.562500 Penalty: 4649.918945
	Iteration 40F: 3 clusters Score -893217.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Entering Unmasked Estep 
Score: -587573.937500 Penalty: 2217.275879
	Iteration 0F: 2 clusters Score -587573.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -581416.375000 Penalty: 4434.551758
	Iteration 0F: 3 clusters Score -581416.4 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -583068.312500 Penalty: 4434.551758
	Iteration 1F: 3 clusters Score -583068.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -583328.312500 Penalty: 4434.551758
	Iteration 2F: 3 clusters Score -583328.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -583492.000000 Penalty: 4434.551758
	Iteration 3Q: 3 clusters Score -583492 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -583611.375000 Penalty: 4434.551758
	Iteration 4Q: 3 clusters Score -583611.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -583704.062500 Penalty: 4434.551758
	Iteration 5Q: 3 clusters Score -583704.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -583771.750000 Penalty: 4434.551758
	Iteration 6Q: 3 clusters Score -583771.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -583811.500000 Penalty: 4434.551758
	Iteration 7Q: 3 clusters Score -583811.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -583843.812500 Penalty: 4434.551758
	Iteration 8Q: 3 clusters Score -583843.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -583884.437500 Penalty: 4434.551758
	Iteration 9Q: 3 clusters Score -583884.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -583918.750000 Penalty: 4434.551758
	Iteration 10Q: 3 clusters Score -583918.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -583941.750000 Penalty: 4434.551758
	Iteration 11Q: 3 clusters Score -583941.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -583964.250000 Penalty: 4434.551758
	Iteration 12Q: 3 clusters Score -583964.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -583989.625000 Penalty: 4434.551758
	Iteration 13Q: 3 clusters Score -583989.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -584014.375000 Penalty: 4434.551758
	Iteration 14Q: 3 clusters Score -584014.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -584038.812500 Penalty: 4434.551758
	Iteration 15Q: 3 clusters Score -584038.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -584058.437500 Penalty: 4434.551758
	Iteration 16Q: 3 clusters Score -584058.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -584077.250000 Penalty: 4434.551758
	Iteration 17Q: 3 clusters Score -584077.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -584093.687500 Penalty: 4434.551758
	Iteration 18Q: 3 clusters Score -584093.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -584110.687500 Penalty: 4434.551758
	Iteration 19Q: 3 clusters Score -584110.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -584129.687500 Penalty: 4434.551758
	Iteration 20F: 3 clusters Score -584129.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -584152.437500 Penalty: 4434.551758
	Iteration 21Q: 3 clusters Score -584152.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -584181.625000 Penalty: 4434.551758
	Iteration 22Q: 3 clusters Score -584181.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -584207.312500 Penalty: 4434.551758
	Iteration 23Q: 3 clusters Score -584207.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -584234.437500 Penalty: 4434.551758
	Iteration 24Q: 3 clusters Score -584234.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -584267.500000 Penalty: 4434.551758
	Iteration 25Q: 3 clusters Score -584267.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -584297.125000 Penalty: 4434.551758
	Iteration 26Q: 3 clusters Score -584297.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -584324.187500 Penalty: 4434.551758
	Iteration 27Q: 3 clusters Score -584324.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -584348.375000 Penalty: 4434.551758
	Iteration 28Q: 3 clusters Score -584348.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -584376.812500 Penalty: 4434.551758
	Iteration 29Q: 3 clusters Score -584376.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -584404.750000 Penalty: 4434.551758
	Iteration 30Q: 3 clusters Score -584404.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -584435.312500 Penalty: 4434.551758
	Iteration 31Q: 3 clusters Score -584435.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -584461.125000 Penalty: 4434.551758
	Iteration 32Q: 3 clusters Score -584461.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -584493.625000 Penalty: 4434.551758
	Iteration 33Q: 3 clusters Score -584493.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -584526.937500 Penalty: 4434.551758
	Iteration 34Q: 3 clusters Score -584526.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -584569.187500 Penalty: 4434.551758
	Iteration 35Q: 3 clusters Score -584569.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -584619.250000 Penalty: 4434.551758
	Iteration 36Q: 3 clusters Score -584619.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -584661.125000 Penalty: 4434.551758
	Iteration 37Q: 3 clusters Score -584661.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -584703.187500 Penalty: 4434.551758
	Iteration 38Q: 3 clusters Score -584703.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -584754.062500 Penalty: 4434.551758
	Iteration 39Q: 3 clusters Score -584754.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -584807.625000 Penalty: 4434.551758
	Iteration 40F: 3 clusters Score -584807.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -584860.687500 Penalty: 4434.551758
	Iteration 41Q: 3 clusters Score -584860.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -584921.125000 Penalty: 4434.551758
	Iteration 42Q: 3 clusters Score -584921.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -584982.187500 Penalty: 4434.551758
	Iteration 43Q: 3 clusters Score -584982.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -585067.125000 Penalty: 4434.551758
	Iteration 44Q: 3 clusters Score -585067.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -585149.437500 Penalty: 4434.551758
	Iteration 45Q: 3 clusters Score -585149.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -585234.062500 Penalty: 4434.551758
	Iteration 46Q: 3 clusters Score -585234.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -585303.125000 Penalty: 4434.551758
	Iteration 47Q: 3 clusters Score -585303.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -585371.875000 Penalty: 4434.551758
	Iteration 48Q: 3 clusters Score -585371.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -585422.437500 Penalty: 4434.551758
	Iteration 49Q: 3 clusters Score -585422.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -585472.687500 Penalty: 4434.551758
	Iteration 50Q: 3 clusters Score -585472.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -585511.000000 Penalty: 4434.551758
	Iteration 51Q: 3 clusters Score -585511 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -585541.312500 Penalty: 4434.551758
	Iteration 52Q: 3 clusters Score -585541.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -585569.937500 Penalty: 4434.551758
	Iteration 53Q: 3 clusters Score -585569.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -585594.812500 Penalty: 4434.551758
	Iteration 54Q: 3 clusters Score -585594.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -585616.562500 Penalty: 4434.551758
	Iteration 55Q: 3 clusters Score -585616.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -585630.875000 Penalty: 4434.551758
	Iteration 56Q: 3 clusters Score -585630.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -585639.812500 Penalty: 4434.551758
	Iteration 57Q: 3 clusters Score -585639.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -585645.625000 Penalty: 4434.551758
	Iteration 58Q: 3 clusters Score -585645.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -585651.125000 Penalty: 4434.551758
	Iteration 59Q: 3 clusters Score -585651.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -585658.250000 Penalty: 4434.551758
	Iteration 60F: 3 clusters Score -585658.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -585664.875000 Penalty: 4434.551758
	Iteration 61Q: 3 clusters Score -585664.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -585669.812500 Penalty: 4434.551758
	Iteration 62Q: 3 clusters Score -585669.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -585674.437500 Penalty: 4434.551758
	Iteration 63Q: 3 clusters Score -585674.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -585681.562500 Penalty: 4434.551758
	Iteration 64Q: 3 clusters Score -585681.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -585691.562500 Penalty: 4434.551758
	Iteration 65Q: 3 clusters Score -585691.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -585699.812500 Penalty: 4434.551758
	Iteration 66Q: 3 clusters Score -585699.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -585713.312500 Penalty: 4434.551758
	Iteration 67Q: 3 clusters Score -585713.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -585717.875000 Penalty: 4434.551758
	Iteration 68Q: 3 clusters Score -585717.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -585722.500000 Penalty: 4434.551758
	Iteration 69Q: 3 clusters Score -585722.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -585725.125000 Penalty: 4434.551758
	Iteration 70Q: 3 clusters Score -585725.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -585729.250000 Penalty: 4434.551758
	Iteration 71Q: 3 clusters Score -585729.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -585731.437500 Penalty: 4434.551758
	Iteration 72Q: 3 clusters Score -585731.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -585730.687500 Penalty: 4434.551758
	Iteration 73Q: 3 clusters Score -585730.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -585732.187500 Penalty: 4434.551758
	Iteration 74Q: 3 clusters Score -585732.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -585732.187500 Penalty: 4434.551758
	Iteration 75F: 3 clusters Score -585732.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (163659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163659 members 
Entering Unmasked Estep 
Score: -12410315.000000 Penalty: 2977.373779
	Iteration 0F: 2 clusters Score -1.241032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81536 members 
Mstep: Class 2 contains 82123 members 
Entering Unmasked Estep 
Score: -12300397.000000 Penalty: 5954.747559
	Iteration 0F: 3 clusters Score -1.23004e+07 nChanged 78524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77886 members 
Mstep: Class 2 contains 85773 members 
Entering Unmasked Estep 
Score: -12346141.000000 Penalty: 5954.747559
	Iteration 1F: 3 clusters Score -1.234614e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75369 members 
Mstep: Class 2 contains 88290 members 
Entering Unmasked Estep 
Score: -12347401.000000 Penalty: 5954.747559
	Iteration 2Q: 3 clusters Score -1.23474e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71380 members 
Mstep: Class 2 contains 92279 members 
Entering Unmasked Estep 
Score: -12349271.000000 Penalty: 5954.747559
	Iteration 3Q: 3 clusters Score -1.234927e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65086 members 
Mstep: Class 2 contains 98573 members 
Entering Unmasked Estep 
Score: -12352496.000000 Penalty: 5954.747559
	Iteration 4Q: 3 clusters Score -1.23525e+07 nChanged 10125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 107890 members 
Entering Unmasked Estep 
Score: -12358512.000000 Penalty: 5954.747559
	Iteration 5F: 3 clusters Score -1.235851e+07 nChanged 13157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 120637 members 
Entering Unmasked Estep 
Score: -12368550.000000 Penalty: 5954.747559
	Iteration 6F: 3 clusters Score -1.236855e+07 nChanged 14943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 135438 members 
Entering Unmasked Estep 
Score: -12382245.000000 Penalty: 5954.747559
	Iteration 7F: 3 clusters Score -1.238224e+07 nChanged 12768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 148176 members 
Entering Unmasked Estep 
Score: -12394793.000000 Penalty: 5954.747559
	Iteration 8F: 3 clusters Score -1.239479e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 155908 members 
Entering Unmasked Estep 
Score: -12402479.000000 Penalty: 5954.747559
	Iteration 9Q: 3 clusters Score -1.240248e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 159323 members 
Entering Unmasked Estep 
Score: -12405960.000000 Penalty: 5954.747559
	Iteration 10Q: 3 clusters Score -1.240596e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 160592 members 
Entering Unmasked Estep 
Score: -12407381.000000 Penalty: 5954.747559
	Iteration 11Q: 3 clusters Score -1.240738e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 161080 members 
Entering Unmasked Estep 
Score: -12407972.000000 Penalty: 5954.747559
	Iteration 12Q: 3 clusters Score -1.240797e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 161343 members 
Entering Unmasked Estep 
Score: -12408305.000000 Penalty: 5954.747559
	Iteration 13Q: 3 clusters Score -1.24083e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 161510 members 
Entering Unmasked Estep 
Score: -12408482.000000 Penalty: 5954.747559
	Iteration 14Q: 3 clusters Score -1.240848e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 161627 members 
Entering Unmasked Estep 
Score: -12408606.000000 Penalty: 5954.747559
	Iteration 15Q: 3 clusters Score -1.240861e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 161722 members 
Entering Unmasked Estep 
Score: -12408658.000000 Penalty: 5954.747559
	Iteration 16Q: 3 clusters Score -1.240866e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 161788 members 
Entering Unmasked Estep 
Score: -12408717.000000 Penalty: 5954.747559
	Iteration 17Q: 3 clusters Score -1.240872e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 161827 members 
Entering Unmasked Estep 
Score: -12408754.000000 Penalty: 5954.747559
	Iteration 18Q: 3 clusters Score -1.240875e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 161861 members 
Entering Unmasked Estep 
Score: -12408758.000000 Penalty: 5954.747559
	Iteration 19Q: 3 clusters Score -1.240876e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 161889 members 
Entering Unmasked Estep 
Score: -12408777.000000 Penalty: 5954.747559
	Iteration 20F: 3 clusters Score -1.240878e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 161910 members 
Entering Unmasked Estep 
Score: -12408784.000000 Penalty: 5954.747559
	Iteration 21Q: 3 clusters Score -1.240878e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 161922 members 
Entering Unmasked Estep 
Score: -12408791.000000 Penalty: 5954.747559
	Iteration 22Q: 3 clusters Score -1.240879e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 161930 members 
Entering Unmasked Estep 
Score: -12408805.000000 Penalty: 5954.747559
	Iteration 23Q: 3 clusters Score -1.24088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 161936 members 
Entering Unmasked Estep 
Score: -12408818.000000 Penalty: 5954.747559
	Iteration 24Q: 3 clusters Score -1.240882e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 161946 members 
Entering Unmasked Estep 
Score: -12408807.000000 Penalty: 5954.747559
	Iteration 25Q: 3 clusters Score -1.240881e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 161955 members 
Entering Unmasked Estep 
Score: -12408806.000000 Penalty: 5954.747559
	Iteration 26Q: 3 clusters Score -1.240881e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 161956 members 
Entering Unmasked Estep 
Score: -12408831.000000 Penalty: 5954.747559
	Iteration 27Q: 3 clusters Score -1.240883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 161958 members 
Entering Unmasked Estep 
Score: -12408820.000000 Penalty: 5954.747559
	Iteration 28Q: 3 clusters Score -1.240882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 161961 members 
Entering Unmasked Estep 
Score: -12408838.000000 Penalty: 5954.747559
	Iteration 29Q: 3 clusters Score -1.240884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 161959 members 
Entering Unmasked Estep 
Score: -12408832.000000 Penalty: 5954.747559
	Iteration 30Q: 3 clusters Score -1.240883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 161962 members 
Entering Unmasked Estep 
Score: -12408828.000000 Penalty: 5954.747559
	Iteration 31Q: 3 clusters Score -1.240883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 161965 members 
Entering Unmasked Estep 
Score: -12408834.000000 Penalty: 5954.747559
	Iteration 32Q: 3 clusters Score -1.240883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 161966 members 
Entering Unmasked Estep 
Score: -12408835.000000 Penalty: 5954.747559
	Iteration 33Q: 3 clusters Score -1.240884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 161969 members 
Entering Unmasked Estep 
Score: -12408834.000000 Penalty: 5954.747559
	Iteration 34Q: 3 clusters Score -1.240883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 161968 members 
Entering Unmasked Estep 
Score: -12408840.000000 Penalty: 5954.747559
	Iteration 35Q: 3 clusters Score -1.240884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 161968 members 
Entering Unmasked Estep 
Score: -12408840.000000 Penalty: 5954.747559
	Iteration 36F: 3 clusters Score -1.240884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Entering Unmasked Estep 
Score: -235168.359375 Penalty: 2026.976685
	Iteration 0F: 2 clusters Score -235168.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -231597.390625 Penalty: 4053.953369
	Iteration 0F: 3 clusters Score -231597.4 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -232418.453125 Penalty: 4053.953369
	Iteration 1F: 3 clusters Score -232418.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -232638.656250 Penalty: 4053.953369
	Iteration 2F: 3 clusters Score -232638.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -232780.625000 Penalty: 4053.953369
	Iteration 3F: 3 clusters Score -232780.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -232872.984375 Penalty: 4053.953369
	Iteration 4Q: 3 clusters Score -232873 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -232946.921875 Penalty: 4053.953369
	Iteration 5Q: 3 clusters Score -232946.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -232990.500000 Penalty: 4053.953369
	Iteration 6Q: 3 clusters Score -232990.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -233026.328125 Penalty: 4053.953369
	Iteration 7Q: 3 clusters Score -233026.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -233055.453125 Penalty: 4053.953369
	Iteration 8Q: 3 clusters Score -233055.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -233085.140625 Penalty: 4053.953369
	Iteration 9Q: 3 clusters Score -233085.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -233116.359375 Penalty: 4053.953369
	Iteration 10Q: 3 clusters Score -233116.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -233154.453125 Penalty: 4053.953369
	Iteration 11Q: 3 clusters Score -233154.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -233187.031250 Penalty: 4053.953369
	Iteration 12Q: 3 clusters Score -233187 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -233207.843750 Penalty: 4053.953369
	Iteration 13Q: 3 clusters Score -233207.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -233223.031250 Penalty: 4053.953369
	Iteration 14Q: 3 clusters Score -233223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -233233.203125 Penalty: 4053.953369
	Iteration 15Q: 3 clusters Score -233233.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -233242.703125 Penalty: 4053.953369
	Iteration 16Q: 3 clusters Score -233242.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -233252.640625 Penalty: 4053.953369
	Iteration 17Q: 3 clusters Score -233252.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -233261.781250 Penalty: 4053.953369
	Iteration 18Q: 3 clusters Score -233261.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -233271.875000 Penalty: 4053.953369
	Iteration 19Q: 3 clusters Score -233271.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -233277.828125 Penalty: 4053.953369
	Iteration 20F: 3 clusters Score -233277.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -233282.718750 Penalty: 4053.953369
	Iteration 21Q: 3 clusters Score -233282.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -233287.656250 Penalty: 4053.953369
	Iteration 22Q: 3 clusters Score -233287.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -233291.781250 Penalty: 4053.953369
	Iteration 23Q: 3 clusters Score -233291.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -233296.484375 Penalty: 4053.953369
	Iteration 24Q: 3 clusters Score -233296.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -233302.343750 Penalty: 4053.953369
	Iteration 25Q: 3 clusters Score -233302.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -233307.906250 Penalty: 4053.953369
	Iteration 26Q: 3 clusters Score -233307.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -233313.562500 Penalty: 4053.953369
	Iteration 27Q: 3 clusters Score -233313.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -233318.078125 Penalty: 4053.953369
	Iteration 28Q: 3 clusters Score -233318.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -233323.156250 Penalty: 4053.953369
	Iteration 29Q: 3 clusters Score -233323.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -233327.265625 Penalty: 4053.953369
	Iteration 30Q: 3 clusters Score -233327.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -233332.359375 Penalty: 4053.953369
	Iteration 31Q: 3 clusters Score -233332.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -233340.421875 Penalty: 4053.953369
	Iteration 32Q: 3 clusters Score -233340.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -233348.765625 Penalty: 4053.953369
	Iteration 33Q: 3 clusters Score -233348.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -233356.218750 Penalty: 4053.953369
	Iteration 34Q: 3 clusters Score -233356.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -233364.359375 Penalty: 4053.953369
	Iteration 35Q: 3 clusters Score -233364.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -233373.171875 Penalty: 4053.953369
	Iteration 36Q: 3 clusters Score -233373.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -233379.343750 Penalty: 4053.953369
	Iteration 37Q: 3 clusters Score -233379.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -233384.734375 Penalty: 4053.953369
	Iteration 38Q: 3 clusters Score -233384.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -233386.718750 Penalty: 4053.953369
	Iteration 39Q: 3 clusters Score -233386.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -233389.296875 Penalty: 4053.953369
	Iteration 40F: 3 clusters Score -233389.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -233392.781250 Penalty: 4053.953369
	Iteration 41Q: 3 clusters Score -233392.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -233394.718750 Penalty: 4053.953369
	Iteration 42Q: 3 clusters Score -233394.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -233395.593750 Penalty: 4053.953369
	Iteration 43Q: 3 clusters Score -233395.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -233396.968750 Penalty: 4053.953369
	Iteration 44Q: 3 clusters Score -233397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -233399.421875 Penalty: 4053.953369
	Iteration 45Q: 3 clusters Score -233399.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -233403.734375 Penalty: 4053.953369
	Iteration 46Q: 3 clusters Score -233403.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -233409.125000 Penalty: 4053.953369
	Iteration 47Q: 3 clusters Score -233409.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -233417.234375 Penalty: 4053.953369
	Iteration 48Q: 3 clusters Score -233417.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -233425.687500 Penalty: 4053.953369
	Iteration 49Q: 3 clusters Score -233425.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -233434.265625 Penalty: 4053.953369
	Iteration 50Q: 3 clusters Score -233434.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -233438.953125 Penalty: 4053.953369
	Iteration 51Q: 3 clusters Score -233439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -233442.765625 Penalty: 4053.953369
	Iteration 52Q: 3 clusters Score -233442.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -233447.875000 Penalty: 4053.953369
	Iteration 53Q: 3 clusters Score -233447.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -233450.640625 Penalty: 4053.953369
	Iteration 54Q: 3 clusters Score -233450.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -233452.312500 Penalty: 4053.953369
	Iteration 55Q: 3 clusters Score -233452.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -233455.218750 Penalty: 4053.953369
	Iteration 56Q: 3 clusters Score -233455.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -233456.875000 Penalty: 4053.953369
	Iteration 57Q: 3 clusters Score -233456.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -233458.031250 Penalty: 4053.953369
	Iteration 58Q: 3 clusters Score -233458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -233460.609375 Penalty: 4053.953369
	Iteration 59Q: 3 clusters Score -233460.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -233464.453125 Penalty: 4053.953369
	Iteration 60F: 3 clusters Score -233464.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -233466.546875 Penalty: 4053.953369
	Iteration 61Q: 3 clusters Score -233466.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -233469.218750 Penalty: 4053.953369
	Iteration 62Q: 3 clusters Score -233469.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -233474.468750 Penalty: 4053.953369
	Iteration 63Q: 3 clusters Score -233474.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -233481.640625 Penalty: 4053.953369
	Iteration 64Q: 3 clusters Score -233481.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -233486.109375 Penalty: 4053.953369
	Iteration 65Q: 3 clusters Score -233486.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -233488.546875 Penalty: 4053.953369
	Iteration 66Q: 3 clusters Score -233488.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -233491.546875 Penalty: 4053.953369
	Iteration 67Q: 3 clusters Score -233491.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -233494.296875 Penalty: 4053.953369
	Iteration 68Q: 3 clusters Score -233494.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -233495.390625 Penalty: 4053.953369
	Iteration 69Q: 3 clusters Score -233495.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -233496.156250 Penalty: 4053.953369
	Iteration 70Q: 3 clusters Score -233496.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -233496.750000 Penalty: 4053.953369
	Iteration 71Q: 3 clusters Score -233496.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -233497.140625 Penalty: 4053.953369
	Iteration 72Q: 3 clusters Score -233497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -233497.593750 Penalty: 4053.953369
	Iteration 73Q: 3 clusters Score -233497.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -233497.593750 Penalty: 4053.953369
	Iteration 74F: 3 clusters Score -233497.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Entering Unmasked Estep 
Score: -340013.531250 Penalty: 2105.628662
	Iteration 0F: 2 clusters Score -340013.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -335656.250000 Penalty: 4211.257324
	Iteration 0F: 3 clusters Score -335656.2 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -336768.156250 Penalty: 4211.257324
	Iteration 1F: 3 clusters Score -336768.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -337000.062500 Penalty: 4211.257324
	Iteration 2F: 3 clusters Score -337000.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -337136.437500 Penalty: 4211.257324
	Iteration 3F: 3 clusters Score -337136.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -337258.468750 Penalty: 4211.257324
	Iteration 4Q: 3 clusters Score -337258.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -337369.375000 Penalty: 4211.257324
	Iteration 5Q: 3 clusters Score -337369.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -337472.593750 Penalty: 4211.257324
	Iteration 6Q: 3 clusters Score -337472.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -337561.625000 Penalty: 4211.257324
	Iteration 7Q: 3 clusters Score -337561.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -337632.656250 Penalty: 4211.257324
	Iteration 8Q: 3 clusters Score -337632.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -337697.750000 Penalty: 4211.257324
	Iteration 9Q: 3 clusters Score -337697.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -337767.781250 Penalty: 4211.257324
	Iteration 10Q: 3 clusters Score -337767.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -337835.093750 Penalty: 4211.257324
	Iteration 11Q: 3 clusters Score -337835.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -337898.468750 Penalty: 4211.257324
	Iteration 12Q: 3 clusters Score -337898.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -337950.312500 Penalty: 4211.257324
	Iteration 13Q: 3 clusters Score -337950.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -337995.406250 Penalty: 4211.257324
	Iteration 14Q: 3 clusters Score -337995.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -338040.593750 Penalty: 4211.257324
	Iteration 15Q: 3 clusters Score -338040.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -338102.843750 Penalty: 4211.257324
	Iteration 16Q: 3 clusters Score -338102.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -338138.437500 Penalty: 4211.257324
	Iteration 17Q: 3 clusters Score -338138.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -338171.781250 Penalty: 4211.257324
	Iteration 18Q: 3 clusters Score -338171.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -338194.468750 Penalty: 4211.257324
	Iteration 19Q: 3 clusters Score -338194.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -338213.093750 Penalty: 4211.257324
	Iteration 20F: 3 clusters Score -338213.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -338229.812500 Penalty: 4211.257324
	Iteration 21Q: 3 clusters Score -338229.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -338239.406250 Penalty: 4211.257324
	Iteration 22Q: 3 clusters Score -338239.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -338247.250000 Penalty: 4211.257324
	Iteration 23Q: 3 clusters Score -338247.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -338250.937500 Penalty: 4211.257324
	Iteration 24Q: 3 clusters Score -338250.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -338256.500000 Penalty: 4211.257324
	Iteration 25Q: 3 clusters Score -338256.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -338265.000000 Penalty: 4211.257324
	Iteration 26Q: 3 clusters Score -338265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -338272.937500 Penalty: 4211.257324
	Iteration 27Q: 3 clusters Score -338272.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -338276.968750 Penalty: 4211.257324
	Iteration 28Q: 3 clusters Score -338277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -338278.468750 Penalty: 4211.257324
	Iteration 29Q: 3 clusters Score -338278.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -338280.375000 Penalty: 4211.257324
	Iteration 30Q: 3 clusters Score -338280.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -338283.312500 Penalty: 4211.257324
	Iteration 31Q: 3 clusters Score -338283.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -338285.093750 Penalty: 4211.257324
	Iteration 32Q: 3 clusters Score -338285.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -338288.437500 Penalty: 4211.257324
	Iteration 33Q: 3 clusters Score -338288.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -338290.312500 Penalty: 4211.257324
	Iteration 34Q: 3 clusters Score -338290.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -338292.906250 Penalty: 4211.257324
	Iteration 35Q: 3 clusters Score -338292.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -338295.562500 Penalty: 4211.257324
	Iteration 36Q: 3 clusters Score -338295.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -338299.781250 Penalty: 4211.257324
	Iteration 37Q: 3 clusters Score -338299.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -338303.062500 Penalty: 4211.257324
	Iteration 38Q: 3 clusters Score -338303.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -338306.750000 Penalty: 4211.257324
	Iteration 39Q: 3 clusters Score -338306.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -338308.687500 Penalty: 4211.257324
	Iteration 40F: 3 clusters Score -338308.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -338311.500000 Penalty: 4211.257324
	Iteration 41Q: 3 clusters Score -338311.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -338315.593750 Penalty: 4211.257324
	Iteration 42Q: 3 clusters Score -338315.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -338321.656250 Penalty: 4211.257324
	Iteration 43Q: 3 clusters Score -338321.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -338326.031250 Penalty: 4211.257324
	Iteration 44Q: 3 clusters Score -338326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -338330.343750 Penalty: 4211.257324
	Iteration 45Q: 3 clusters Score -338330.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -338332.312500 Penalty: 4211.257324
	Iteration 46Q: 3 clusters Score -338332.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -338334.781250 Penalty: 4211.257324
	Iteration 47Q: 3 clusters Score -338334.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -338338.593750 Penalty: 4211.257324
	Iteration 48Q: 3 clusters Score -338338.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -338341.750000 Penalty: 4211.257324
	Iteration 49Q: 3 clusters Score -338341.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -338347.000000 Penalty: 4211.257324
	Iteration 50Q: 3 clusters Score -338347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -338349.812500 Penalty: 4211.257324
	Iteration 51Q: 3 clusters Score -338349.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -338352.750000 Penalty: 4211.257324
	Iteration 52Q: 3 clusters Score -338352.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -338354.250000 Penalty: 4211.257324
	Iteration 53Q: 3 clusters Score -338354.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -338357.656250 Penalty: 4211.257324
	Iteration 54Q: 3 clusters Score -338357.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -338360.156250 Penalty: 4211.257324
	Iteration 55Q: 3 clusters Score -338360.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -338361.125000 Penalty: 4211.257324
	Iteration 56Q: 3 clusters Score -338361.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -338365.125000 Penalty: 4211.257324
	Iteration 57Q: 3 clusters Score -338365.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -338366.687500 Penalty: 4211.257324
	Iteration 58Q: 3 clusters Score -338366.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -338368.656250 Penalty: 4211.257324
	Iteration 59Q: 3 clusters Score -338368.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -338369.250000 Penalty: 4211.257324
	Iteration 60F: 3 clusters Score -338369.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -338370.812500 Penalty: 4211.257324
	Iteration 61Q: 3 clusters Score -338370.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -338371.968750 Penalty: 4211.257324
	Iteration 62Q: 3 clusters Score -338372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -338372.906250 Penalty: 4211.257324
	Iteration 63Q: 3 clusters Score -338372.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -338372.812500 Penalty: 4211.257324
	Iteration 64Q: 3 clusters Score -338372.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -338372.812500 Penalty: 4211.257324
	Iteration 65F: 3 clusters Score -338372.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Entering Unmasked Estep 
Score: -86141.570312 Penalty: 1769.453003
	Iteration 0F: 2 clusters Score -86141.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -84014.460938 Penalty: 3538.906006
	Iteration 0F: 3 clusters Score -84014.46 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -84363.515625 Penalty: 3538.906006
	Iteration 1F: 3 clusters Score -84363.52 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -84525.203125 Penalty: 3538.906006
	Iteration 2F: 3 clusters Score -84525.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -84619.921875 Penalty: 3538.906006
	Iteration 3F: 3 clusters Score -84619.92 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -84684.351562 Penalty: 3538.906006
	Iteration 4Q: 3 clusters Score -84684.35 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -84738.664062 Penalty: 3538.906006
	Iteration 5Q: 3 clusters Score -84738.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -84808.601562 Penalty: 3538.906006
	Iteration 6Q: 3 clusters Score -84808.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -84925.187500 Penalty: 3538.906006
	Iteration 7Q: 3 clusters Score -84925.19 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -85098.742188 Penalty: 3538.906006
	Iteration 8Q: 3 clusters Score -85098.74 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -85419.445312 Penalty: 3538.906006
	Iteration 9F: 3 clusters Score -85419.45 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -85748.851562 Penalty: 3538.906006
	Iteration 10Q: 3 clusters Score -85748.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -85881.664062 Penalty: 3538.906006
	Iteration 11Q: 3 clusters Score -85881.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -85944.937500 Penalty: 3538.906006
	Iteration 12Q: 3 clusters Score -85944.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -85964.039062 Penalty: 3538.906006
	Iteration 13Q: 3 clusters Score -85964.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -85967.523438 Penalty: 3538.906006
	Iteration 14Q: 3 clusters Score -85967.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -85970.382812 Penalty: 3538.906006
	Iteration 15Q: 3 clusters Score -85970.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -85970.382812 Penalty: 3538.906006
	Iteration 16F: 3 clusters Score -85970.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (93411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93411 members 
Entering Unmasked Estep 
Score: -7104636.000000 Penalty: 2838.301514
	Iteration 0F: 2 clusters Score -7104636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -7041969.000000 Penalty: 5676.603027
	Iteration 0F: 3 clusters Score -7041969 nChanged 44196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -7067065.500000 Penalty: 5676.603027
	Iteration 1F: 3 clusters Score -7067066 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -7067856.000000 Penalty: 5676.603027
	Iteration 2Q: 3 clusters Score -7067856 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -7068884.500000 Penalty: 5676.603027
	Iteration 3Q: 3 clusters Score -7068884 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -7070296.000000 Penalty: 5676.603027
	Iteration 4Q: 3 clusters Score -7070296 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58742 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -7072598.500000 Penalty: 5676.603027
	Iteration 5Q: 3 clusters Score -7072598 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64506 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -7076329.000000 Penalty: 5676.603027
	Iteration 6F: 3 clusters Score -7076329 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71844 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -7082154.500000 Penalty: 5676.603027
	Iteration 7F: 3 clusters Score -7082154 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79738 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -7089249.000000 Penalty: 5676.603027
	Iteration 8F: 3 clusters Score -7089249 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86419 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -7095569.500000 Penalty: 5676.603027
	Iteration 9F: 3 clusters Score -7095570 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90545 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -7099484.000000 Penalty: 5676.603027
	Iteration 10Q: 3 clusters Score -7099484 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92303 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -7101113.500000 Penalty: 5676.603027
	Iteration 11Q: 3 clusters Score -7101114 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92896 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7101721.500000 Penalty: 5676.603027
	Iteration 12Q: 3 clusters Score -7101722 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93068 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7101895.000000 Penalty: 5676.603027
	Iteration 13Q: 3 clusters Score -7101895 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93122 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7101967.000000 Penalty: 5676.603027
	Iteration 14Q: 3 clusters Score -7101967 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93149 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7102016.000000 Penalty: 5676.603027
	Iteration 15Q: 3 clusters Score -7102016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93165 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7102059.500000 Penalty: 5676.603027
	Iteration 16Q: 3 clusters Score -7102060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93178 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7102083.500000 Penalty: 5676.603027
	Iteration 17Q: 3 clusters Score -7102084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93187 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7102098.500000 Penalty: 5676.603027
	Iteration 18Q: 3 clusters Score -7102098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93192 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7102107.000000 Penalty: 5676.603027
	Iteration 19Q: 3 clusters Score -7102107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93194 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7102114.500000 Penalty: 5676.603027
	Iteration 20F: 3 clusters Score -7102114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93195 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7102119.000000 Penalty: 5676.603027
	Iteration 21Q: 3 clusters Score -7102119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93198 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7102123.500000 Penalty: 5676.603027
	Iteration 22Q: 3 clusters Score -7102124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93200 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7102133.500000 Penalty: 5676.603027
	Iteration 23Q: 3 clusters Score -7102134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93200 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7102138.000000 Penalty: 5676.603027
	Iteration 24Q: 3 clusters Score -7102138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93200 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7102138.000000 Penalty: 5676.603027
	Iteration 25F: 3 clusters Score -7102138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Entering Unmasked Estep 
Score: -814717.562500 Penalty: 2309.127930
	Iteration 0F: 2 clusters Score -814717.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -806423.062500 Penalty: 4618.255859
	Iteration 0F: 3 clusters Score -806423.1 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -808951.562500 Penalty: 4618.255859
	Iteration 1F: 3 clusters Score -808951.6 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -809282.625000 Penalty: 4618.255859
	Iteration 2F: 3 clusters Score -809282.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -809521.062500 Penalty: 4618.255859
	Iteration 3Q: 3 clusters Score -809521.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -809702.812500 Penalty: 4618.255859
	Iteration 4Q: 3 clusters Score -809702.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -809895.437500 Penalty: 4618.255859
	Iteration 5Q: 3 clusters Score -809895.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -810095.812500 Penalty: 4618.255859
	Iteration 6Q: 3 clusters Score -810095.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -810307.812500 Penalty: 4618.255859
	Iteration 7Q: 3 clusters Score -810307.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -810547.812500 Penalty: 4618.255859
	Iteration 8Q: 3 clusters Score -810547.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -810775.312500 Penalty: 4618.255859
	Iteration 9Q: 3 clusters Score -810775.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -811002.062500 Penalty: 4618.255859
	Iteration 10Q: 3 clusters Score -811002.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -811247.937500 Penalty: 4618.255859
	Iteration 11Q: 3 clusters Score -811247.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -811505.437500 Penalty: 4618.255859
	Iteration 12Q: 3 clusters Score -811505.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -811774.312500 Penalty: 4618.255859
	Iteration 13Q: 3 clusters Score -811774.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -812015.187500 Penalty: 4618.255859
	Iteration 14Q: 3 clusters Score -812015.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -812238.125000 Penalty: 4618.255859
	Iteration 15Q: 3 clusters Score -812238.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -812434.500000 Penalty: 4618.255859
	Iteration 16Q: 3 clusters Score -812434.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -812575.375000 Penalty: 4618.255859
	Iteration 17Q: 3 clusters Score -812575.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -812688.812500 Penalty: 4618.255859
	Iteration 18Q: 3 clusters Score -812688.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -812786.375000 Penalty: 4618.255859
	Iteration 19Q: 3 clusters Score -812786.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -812862.625000 Penalty: 4618.255859
	Iteration 20F: 3 clusters Score -812862.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -812903.125000 Penalty: 4618.255859
	Iteration 21Q: 3 clusters Score -812903.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -812934.500000 Penalty: 4618.255859
	Iteration 22Q: 3 clusters Score -812934.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -812954.625000 Penalty: 4618.255859
	Iteration 23Q: 3 clusters Score -812954.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -812969.875000 Penalty: 4618.255859
	Iteration 24Q: 3 clusters Score -812969.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -812978.437500 Penalty: 4618.255859
	Iteration 25Q: 3 clusters Score -812978.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -812987.062500 Penalty: 4618.255859
	Iteration 26Q: 3 clusters Score -812987.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -812992.812500 Penalty: 4618.255859
	Iteration 27Q: 3 clusters Score -812992.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -812994.187500 Penalty: 4618.255859
	Iteration 28Q: 3 clusters Score -812994.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -812997.812500 Penalty: 4618.255859
	Iteration 29Q: 3 clusters Score -812997.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -812999.062500 Penalty: 4618.255859
	Iteration 30Q: 3 clusters Score -812999.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -813002.937500 Penalty: 4618.255859
	Iteration 31Q: 3 clusters Score -813002.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -813005.250000 Penalty: 4618.255859
	Iteration 32Q: 3 clusters Score -813005.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -813008.750000 Penalty: 4618.255859
	Iteration 33Q: 3 clusters Score -813008.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -813007.437500 Penalty: 4618.255859
	Iteration 34Q: 3 clusters Score -813007.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -813011.375000 Penalty: 4618.255859
	Iteration 35Q: 3 clusters Score -813011.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -813012.562500 Penalty: 4618.255859
	Iteration 36Q: 3 clusters Score -813012.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -813016.500000 Penalty: 4618.255859
	Iteration 37Q: 3 clusters Score -813016.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -813018.875000 Penalty: 4618.255859
	Iteration 38Q: 3 clusters Score -813018.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -813021.937500 Penalty: 4618.255859
	Iteration 39Q: 3 clusters Score -813021.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -813023.312500 Penalty: 4618.255859
	Iteration 40F: 3 clusters Score -813023.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -813023.125000 Penalty: 4618.255859
	Iteration 41Q: 3 clusters Score -813023.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -813023.125000 Penalty: 4618.255859
	Iteration 42F: 3 clusters Score -813023.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Entering Unmasked Estep 
Score: -172242.500000 Penalty: 1951.137085
	Iteration 0F: 2 clusters Score -172242.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -169218.187500 Penalty: 3902.274170
	Iteration 0F: 3 clusters Score -169218.2 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -169941.375000 Penalty: 3902.274170
	Iteration 1F: 3 clusters Score -169941.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -170148.828125 Penalty: 3902.274170
	Iteration 2F: 3 clusters Score -170148.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -170332.203125 Penalty: 3902.274170
	Iteration 3F: 3 clusters Score -170332.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -170475.312500 Penalty: 3902.274170
	Iteration 4F: 3 clusters Score -170475.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -170584.562500 Penalty: 3902.274170
	Iteration 5Q: 3 clusters Score -170584.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -170678.015625 Penalty: 3902.274170
	Iteration 6Q: 3 clusters Score -170678 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -170764.875000 Penalty: 3902.274170
	Iteration 7Q: 3 clusters Score -170764.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -170842.265625 Penalty: 3902.274170
	Iteration 8Q: 3 clusters Score -170842.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -170891.312500 Penalty: 3902.274170
	Iteration 9Q: 3 clusters Score -170891.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -170921.468750 Penalty: 3902.274170
	Iteration 10Q: 3 clusters Score -170921.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -170947.921875 Penalty: 3902.274170
	Iteration 11Q: 3 clusters Score -170947.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -170966.125000 Penalty: 3902.274170
	Iteration 12Q: 3 clusters Score -170966.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -170978.671875 Penalty: 3902.274170
	Iteration 13Q: 3 clusters Score -170978.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -170985.640625 Penalty: 3902.274170
	Iteration 14Q: 3 clusters Score -170985.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -170994.906250 Penalty: 3902.274170
	Iteration 15Q: 3 clusters Score -170994.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -171005.453125 Penalty: 3902.274170
	Iteration 16Q: 3 clusters Score -171005.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -171016.921875 Penalty: 3902.274170
	Iteration 17Q: 3 clusters Score -171016.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -171024.437500 Penalty: 3902.274170
	Iteration 18Q: 3 clusters Score -171024.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -171033.281250 Penalty: 3902.274170
	Iteration 19Q: 3 clusters Score -171033.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -171044.453125 Penalty: 3902.274170
	Iteration 20F: 3 clusters Score -171044.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -171054.171875 Penalty: 3902.274170
	Iteration 21Q: 3 clusters Score -171054.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -171065.437500 Penalty: 3902.274170
	Iteration 22Q: 3 clusters Score -171065.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -171073.703125 Penalty: 3902.274170
	Iteration 23Q: 3 clusters Score -171073.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -171079.703125 Penalty: 3902.274170
	Iteration 24Q: 3 clusters Score -171079.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -171088.843750 Penalty: 3902.274170
	Iteration 25Q: 3 clusters Score -171088.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -171099.656250 Penalty: 3902.274170
	Iteration 26Q: 3 clusters Score -171099.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -171112.093750 Penalty: 3902.274170
	Iteration 27Q: 3 clusters Score -171112.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -171130.718750 Penalty: 3902.274170
	Iteration 28Q: 3 clusters Score -171130.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -171180.515625 Penalty: 3902.274170
	Iteration 29Q: 3 clusters Score -171180.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -171291.500000 Penalty: 3902.274170
	Iteration 30Q: 3 clusters Score -171291.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -171402.703125 Penalty: 3902.274170
	Iteration 31Q: 3 clusters Score -171402.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -171466.250000 Penalty: 3902.274170
	Iteration 32Q: 3 clusters Score -171466.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -171494.125000 Penalty: 3902.274170
	Iteration 33Q: 3 clusters Score -171494.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -171502.375000 Penalty: 3902.274170
	Iteration 34Q: 3 clusters Score -171502.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -171508.062500 Penalty: 3902.274170
	Iteration 35Q: 3 clusters Score -171508.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -171514.203125 Penalty: 3902.274170
	Iteration 36Q: 3 clusters Score -171514.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -171515.984375 Penalty: 3902.274170
	Iteration 37Q: 3 clusters Score -171516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -171515.984375 Penalty: 3902.274170
	Iteration 38F: 3 clusters Score -171516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -401423.843750 Penalty: 2131.350342
	Iteration 0F: 2 clusters Score -401423.8 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 2726 members 
Entering Unmasked Estep 
Score: -396633.625000 Penalty: 4262.700684
	Iteration 0F: 3 clusters Score -396633.6 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -397813.781250 Penalty: 4262.700684
	Iteration 1F: 3 clusters Score -397813.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -398016.375000 Penalty: 4262.700684
	Iteration 2F: 3 clusters Score -398016.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -398162.156250 Penalty: 4262.700684
	Iteration 3F: 3 clusters Score -398162.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -398264.531250 Penalty: 4262.700684
	Iteration 4Q: 3 clusters Score -398264.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -398344.843750 Penalty: 4262.700684
	Iteration 5Q: 3 clusters Score -398344.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -398415.093750 Penalty: 4262.700684
	Iteration 6Q: 3 clusters Score -398415.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -398479.375000 Penalty: 4262.700684
	Iteration 7Q: 3 clusters Score -398479.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -398536.906250 Penalty: 4262.700684
	Iteration 8Q: 3 clusters Score -398536.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -398598.062500 Penalty: 4262.700684
	Iteration 9Q: 3 clusters Score -398598.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -398666.218750 Penalty: 4262.700684
	Iteration 10Q: 3 clusters Score -398666.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -398728.531250 Penalty: 4262.700684
	Iteration 11Q: 3 clusters Score -398728.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -398800.968750 Penalty: 4262.700684
	Iteration 12Q: 3 clusters Score -398801 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -398871.218750 Penalty: 4262.700684
	Iteration 13Q: 3 clusters Score -398871.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -398946.156250 Penalty: 4262.700684
	Iteration 14Q: 3 clusters Score -398946.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -399013.937500 Penalty: 4262.700684
	Iteration 15Q: 3 clusters Score -399013.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -399074.843750 Penalty: 4262.700684
	Iteration 16Q: 3 clusters Score -399074.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -399119.375000 Penalty: 4262.700684
	Iteration 17Q: 3 clusters Score -399119.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -399163.843750 Penalty: 4262.700684
	Iteration 18Q: 3 clusters Score -399163.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -399200.625000 Penalty: 4262.700684
	Iteration 19Q: 3 clusters Score -399200.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -399227.781250 Penalty: 4262.700684
	Iteration 20F: 3 clusters Score -399227.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -399252.781250 Penalty: 4262.700684
	Iteration 21Q: 3 clusters Score -399252.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -399282.218750 Penalty: 4262.700684
	Iteration 22Q: 3 clusters Score -399282.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -399308.125000 Penalty: 4262.700684
	Iteration 23Q: 3 clusters Score -399308.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -399332.375000 Penalty: 4262.700684
	Iteration 24Q: 3 clusters Score -399332.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -399359.093750 Penalty: 4262.700684
	Iteration 25Q: 3 clusters Score -399359.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -399377.375000 Penalty: 4262.700684
	Iteration 26Q: 3 clusters Score -399377.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -399395.250000 Penalty: 4262.700684
	Iteration 27Q: 3 clusters Score -399395.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -399406.062500 Penalty: 4262.700684
	Iteration 28Q: 3 clusters Score -399406.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -399421.375000 Penalty: 4262.700684
	Iteration 29Q: 3 clusters Score -399421.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -399433.031250 Penalty: 4262.700684
	Iteration 30Q: 3 clusters Score -399433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -399444.906250 Penalty: 4262.700684
	Iteration 31Q: 3 clusters Score -399444.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -399454.406250 Penalty: 4262.700684
	Iteration 32Q: 3 clusters Score -399454.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -399467.312500 Penalty: 4262.700684
	Iteration 33Q: 3 clusters Score -399467.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -399476.375000 Penalty: 4262.700684
	Iteration 34Q: 3 clusters Score -399476.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -399486.312500 Penalty: 4262.700684
	Iteration 35Q: 3 clusters Score -399486.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -399494.937500 Penalty: 4262.700684
	Iteration 36Q: 3 clusters Score -399494.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -399502.875000 Penalty: 4262.700684
	Iteration 37Q: 3 clusters Score -399502.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -399507.593750 Penalty: 4262.700684
	Iteration 38Q: 3 clusters Score -399507.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -399511.250000 Penalty: 4262.700684
	Iteration 39Q: 3 clusters Score -399511.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -399515.187500 Penalty: 4262.700684
	Iteration 40F: 3 clusters Score -399515.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -399518.968750 Penalty: 4262.700684
	Iteration 41Q: 3 clusters Score -399519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -399519.218750 Penalty: 4262.700684
	Iteration 42Q: 3 clusters Score -399519.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -399520.281250 Penalty: 4262.700684
	Iteration 43Q: 3 clusters Score -399520.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -399520.437500 Penalty: 4262.700684
	Iteration 44Q: 3 clusters Score -399520.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -399520.437500 Penalty: 4262.700684
	Iteration 45F: 3 clusters Score -399520.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (18406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Entering Unmasked Estep 
Score: -1213018.000000 Penalty: 2435.467041
	Iteration 0F: 2 clusters Score -1213018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1199924.125000 Penalty: 4870.934082
	Iteration 0F: 3 clusters Score -1199924 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1204475.625000 Penalty: 4870.934082
	Iteration 1F: 3 clusters Score -1204476 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1205062.750000 Penalty: 4870.934082
	Iteration 2F: 3 clusters Score -1205063 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1205703.250000 Penalty: 4870.934082
	Iteration 3F: 3 clusters Score -1205703 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1206382.750000 Penalty: 4870.934082
	Iteration 4F: 3 clusters Score -1206383 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1207146.500000 Penalty: 4870.934082
	Iteration 5F: 3 clusters Score -1207146 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1207924.625000 Penalty: 4870.934082
	Iteration 6F: 3 clusters Score -1207925 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1208637.750000 Penalty: 4870.934082
	Iteration 7F: 3 clusters Score -1208638 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1209201.250000 Penalty: 4870.934082
	Iteration 8Q: 3 clusters Score -1209201 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1209673.500000 Penalty: 4870.934082
	Iteration 9Q: 3 clusters Score -1209674 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1210064.000000 Penalty: 4870.934082
	Iteration 10Q: 3 clusters Score -1210064 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1210375.250000 Penalty: 4870.934082
	Iteration 11Q: 3 clusters Score -1210375 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1210604.250000 Penalty: 4870.934082
	Iteration 12Q: 3 clusters Score -1210604 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1210782.125000 Penalty: 4870.934082
	Iteration 13Q: 3 clusters Score -1210782 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1210917.750000 Penalty: 4870.934082
	Iteration 14Q: 3 clusters Score -1210918 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1211036.125000 Penalty: 4870.934082
	Iteration 15Q: 3 clusters Score -1211036 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1211158.875000 Penalty: 4870.934082
	Iteration 16Q: 3 clusters Score -1211159 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1211218.250000 Penalty: 4870.934082
	Iteration 17Q: 3 clusters Score -1211218 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1211260.000000 Penalty: 4870.934082
	Iteration 18Q: 3 clusters Score -1211260 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1211295.125000 Penalty: 4870.934082
	Iteration 19Q: 3 clusters Score -1211295 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1211324.875000 Penalty: 4870.934082
	Iteration 20F: 3 clusters Score -1211325 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1211339.125000 Penalty: 4870.934082
	Iteration 21Q: 3 clusters Score -1211339 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1211357.500000 Penalty: 4870.934082
	Iteration 22Q: 3 clusters Score -1211358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1211369.750000 Penalty: 4870.934082
	Iteration 23Q: 3 clusters Score -1211370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1211378.375000 Penalty: 4870.934082
	Iteration 24Q: 3 clusters Score -1211378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1211385.375000 Penalty: 4870.934082
	Iteration 25Q: 3 clusters Score -1211385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1211397.000000 Penalty: 4870.934082
	Iteration 26Q: 3 clusters Score -1211397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1211405.500000 Penalty: 4870.934082
	Iteration 27Q: 3 clusters Score -1211406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1211411.750000 Penalty: 4870.934082
	Iteration 28Q: 3 clusters Score -1211412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1211417.250000 Penalty: 4870.934082
	Iteration 29Q: 3 clusters Score -1211417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1211421.875000 Penalty: 4870.934082
	Iteration 30Q: 3 clusters Score -1211422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1211423.000000 Penalty: 4870.934082
	Iteration 31Q: 3 clusters Score -1211423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1211425.625000 Penalty: 4870.934082
	Iteration 32Q: 3 clusters Score -1211426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1211427.125000 Penalty: 4870.934082
	Iteration 33Q: 3 clusters Score -1211427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1211430.125000 Penalty: 4870.934082
	Iteration 34Q: 3 clusters Score -1211430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1211431.125000 Penalty: 4870.934082
	Iteration 35Q: 3 clusters Score -1211431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1211430.625000 Penalty: 4870.934082
	Iteration 36Q: 3 clusters Score -1211431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1211433.500000 Penalty: 4870.934082
	Iteration 37Q: 3 clusters Score -1211434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1211435.250000 Penalty: 4870.934082
	Iteration 38Q: 3 clusters Score -1211435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1211435.250000 Penalty: 4870.934082
	Iteration 39F: 3 clusters Score -1211435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Entering Unmasked Estep 
Score: -178861.484375 Penalty: 1941.155762
	Iteration 0F: 2 clusters Score -178861.5 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 1279 members 
Entering Unmasked Estep 
Score: -175876.296875 Penalty: 3882.311523
	Iteration 0F: 3 clusters Score -175876.3 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -176448.953125 Penalty: 3882.311523
	Iteration 1F: 3 clusters Score -176449 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -176615.671875 Penalty: 3882.311523
	Iteration 2F: 3 clusters Score -176615.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -176722.796875 Penalty: 3882.311523
	Iteration 3Q: 3 clusters Score -176722.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -176793.031250 Penalty: 3882.311523
	Iteration 4Q: 3 clusters Score -176793 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -176840.687500 Penalty: 3882.311523
	Iteration 5Q: 3 clusters Score -176840.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -176878.906250 Penalty: 3882.311523
	Iteration 6Q: 3 clusters Score -176878.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -176907.640625 Penalty: 3882.311523
	Iteration 7Q: 3 clusters Score -176907.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -176939.515625 Penalty: 3882.311523
	Iteration 8Q: 3 clusters Score -176939.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -176974.281250 Penalty: 3882.311523
	Iteration 9Q: 3 clusters Score -176974.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -177009.953125 Penalty: 3882.311523
	Iteration 10Q: 3 clusters Score -177010 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -177058.078125 Penalty: 3882.311523
	Iteration 11Q: 3 clusters Score -177058.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -177105.125000 Penalty: 3882.311523
	Iteration 12Q: 3 clusters Score -177105.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -177137.312500 Penalty: 3882.311523
	Iteration 13Q: 3 clusters Score -177137.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -177164.609375 Penalty: 3882.311523
	Iteration 14Q: 3 clusters Score -177164.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -177201.171875 Penalty: 3882.311523
	Iteration 15Q: 3 clusters Score -177201.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -177221.234375 Penalty: 3882.311523
	Iteration 16Q: 3 clusters Score -177221.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -177239.281250 Penalty: 3882.311523
	Iteration 17Q: 3 clusters Score -177239.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -177254.828125 Penalty: 3882.311523
	Iteration 18Q: 3 clusters Score -177254.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -177274.609375 Penalty: 3882.311523
	Iteration 19Q: 3 clusters Score -177274.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -177292.406250 Penalty: 3882.311523
	Iteration 20F: 3 clusters Score -177292.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -177312.640625 Penalty: 3882.311523
	Iteration 21Q: 3 clusters Score -177312.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -177330.687500 Penalty: 3882.311523
	Iteration 22Q: 3 clusters Score -177330.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -177340.875000 Penalty: 3882.311523
	Iteration 23Q: 3 clusters Score -177340.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -177350.187500 Penalty: 3882.311523
	Iteration 24Q: 3 clusters Score -177350.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -177360.484375 Penalty: 3882.311523
	Iteration 25Q: 3 clusters Score -177360.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -177368.140625 Penalty: 3882.311523
	Iteration 26Q: 3 clusters Score -177368.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -177376.328125 Penalty: 3882.311523
	Iteration 27Q: 3 clusters Score -177376.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -177386.734375 Penalty: 3882.311523
	Iteration 28Q: 3 clusters Score -177386.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -177399.265625 Penalty: 3882.311523
	Iteration 29Q: 3 clusters Score -177399.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -177410.421875 Penalty: 3882.311523
	Iteration 30Q: 3 clusters Score -177410.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -177418.218750 Penalty: 3882.311523
	Iteration 31Q: 3 clusters Score -177418.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -177426.718750 Penalty: 3882.311523
	Iteration 32Q: 3 clusters Score -177426.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -177431.171875 Penalty: 3882.311523
	Iteration 33Q: 3 clusters Score -177431.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -177436.203125 Penalty: 3882.311523
	Iteration 34Q: 3 clusters Score -177436.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -177439.484375 Penalty: 3882.311523
	Iteration 35Q: 3 clusters Score -177439.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -177441.343750 Penalty: 3882.311523
	Iteration 36Q: 3 clusters Score -177441.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -177441.750000 Penalty: 3882.311523
	Iteration 37Q: 3 clusters Score -177441.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -177443.156250 Penalty: 3882.311523
	Iteration 38Q: 3 clusters Score -177443.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -177445.031250 Penalty: 3882.311523
	Iteration 39Q: 3 clusters Score -177445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -177445.625000 Penalty: 3882.311523
	Iteration 40F: 3 clusters Score -177445.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Entering Unmasked Estep 
Score: -423711.781250 Penalty: 2143.581543
	Iteration 0F: 2 clusters Score -423711.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -418769.250000 Penalty: 4287.163086
	Iteration 0F: 3 clusters Score -418769.2 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -420020.250000 Penalty: 4287.163086
	Iteration 1F: 3 clusters Score -420020.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -420253.656250 Penalty: 4287.163086
	Iteration 2F: 3 clusters Score -420253.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -420395.593750 Penalty: 4287.163086
	Iteration 3Q: 3 clusters Score -420395.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -420491.093750 Penalty: 4287.163086
	Iteration 4Q: 3 clusters Score -420491.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -420561.156250 Penalty: 4287.163086
	Iteration 5Q: 3 clusters Score -420561.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -420613.500000 Penalty: 4287.163086
	Iteration 6Q: 3 clusters Score -420613.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -420665.468750 Penalty: 4287.163086
	Iteration 7Q: 3 clusters Score -420665.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -420720.312500 Penalty: 4287.163086
	Iteration 8Q: 3 clusters Score -420720.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -420773.250000 Penalty: 4287.163086
	Iteration 9Q: 3 clusters Score -420773.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -420821.406250 Penalty: 4287.163086
	Iteration 10Q: 3 clusters Score -420821.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -420858.500000 Penalty: 4287.163086
	Iteration 11Q: 3 clusters Score -420858.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -420899.781250 Penalty: 4287.163086
	Iteration 12Q: 3 clusters Score -420899.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -420961.218750 Penalty: 4287.163086
	Iteration 13Q: 3 clusters Score -420961.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -421024.437500 Penalty: 4287.163086
	Iteration 14Q: 3 clusters Score -421024.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -421085.718750 Penalty: 4287.163086
	Iteration 15Q: 3 clusters Score -421085.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -421154.781250 Penalty: 4287.163086
	Iteration 16Q: 3 clusters Score -421154.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -421230.437500 Penalty: 4287.163086
	Iteration 17Q: 3 clusters Score -421230.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -421302.281250 Penalty: 4287.163086
	Iteration 18Q: 3 clusters Score -421302.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -421355.875000 Penalty: 4287.163086
	Iteration 19Q: 3 clusters Score -421355.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -421405.843750 Penalty: 4287.163086
	Iteration 20F: 3 clusters Score -421405.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -421449.656250 Penalty: 4287.163086
	Iteration 21Q: 3 clusters Score -421449.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -421496.406250 Penalty: 4287.163086
	Iteration 22Q: 3 clusters Score -421496.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -421527.156250 Penalty: 4287.163086
	Iteration 23Q: 3 clusters Score -421527.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -421543.812500 Penalty: 4287.163086
	Iteration 24Q: 3 clusters Score -421543.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -421562.812500 Penalty: 4287.163086
	Iteration 25Q: 3 clusters Score -421562.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -421574.406250 Penalty: 4287.163086
	Iteration 26Q: 3 clusters Score -421574.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -421583.406250 Penalty: 4287.163086
	Iteration 27Q: 3 clusters Score -421583.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -421586.250000 Penalty: 4287.163086
	Iteration 28Q: 3 clusters Score -421586.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -421591.156250 Penalty: 4287.163086
	Iteration 29Q: 3 clusters Score -421591.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -421594.968750 Penalty: 4287.163086
	Iteration 30Q: 3 clusters Score -421595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -421597.718750 Penalty: 4287.163086
	Iteration 31Q: 3 clusters Score -421597.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -421601.218750 Penalty: 4287.163086
	Iteration 32Q: 3 clusters Score -421601.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -421604.593750 Penalty: 4287.163086
	Iteration 33Q: 3 clusters Score -421604.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -421608.000000 Penalty: 4287.163086
	Iteration 34Q: 3 clusters Score -421608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -421613.031250 Penalty: 4287.163086
	Iteration 35Q: 3 clusters Score -421613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -421616.156250 Penalty: 4287.163086
	Iteration 36Q: 3 clusters Score -421616.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -421618.875000 Penalty: 4287.163086
	Iteration 37Q: 3 clusters Score -421618.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -421622.843750 Penalty: 4287.163086
	Iteration 38Q: 3 clusters Score -421622.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -421627.656250 Penalty: 4287.163086
	Iteration 39Q: 3 clusters Score -421627.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -421631.093750 Penalty: 4287.163086
	Iteration 40F: 3 clusters Score -421631.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -421632.718750 Penalty: 4287.163086
	Iteration 41Q: 3 clusters Score -421632.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -421635.343750 Penalty: 4287.163086
	Iteration 42Q: 3 clusters Score -421635.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -421639.312500 Penalty: 4287.163086
	Iteration 43Q: 3 clusters Score -421639.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -421643.812500 Penalty: 4287.163086
	Iteration 44Q: 3 clusters Score -421643.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -421646.593750 Penalty: 4287.163086
	Iteration 45Q: 3 clusters Score -421646.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -421652.093750 Penalty: 4287.163086
	Iteration 46Q: 3 clusters Score -421652.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -421657.156250 Penalty: 4287.163086
	Iteration 47Q: 3 clusters Score -421657.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -421661.656250 Penalty: 4287.163086
	Iteration 48Q: 3 clusters Score -421661.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -421665.750000 Penalty: 4287.163086
	Iteration 49Q: 3 clusters Score -421665.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -421668.812500 Penalty: 4287.163086
	Iteration 50Q: 3 clusters Score -421668.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -421672.781250 Penalty: 4287.163086
	Iteration 51Q: 3 clusters Score -421672.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -421677.531250 Penalty: 4287.163086
	Iteration 52Q: 3 clusters Score -421677.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -421683.656250 Penalty: 4287.163086
	Iteration 53Q: 3 clusters Score -421683.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -421689.375000 Penalty: 4287.163086
	Iteration 54Q: 3 clusters Score -421689.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -421693.062500 Penalty: 4287.163086
	Iteration 55Q: 3 clusters Score -421693.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -421696.062500 Penalty: 4287.163086
	Iteration 56Q: 3 clusters Score -421696.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -421699.562500 Penalty: 4287.163086
	Iteration 57Q: 3 clusters Score -421699.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -421701.187500 Penalty: 4287.163086
	Iteration 58Q: 3 clusters Score -421701.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -421702.906250 Penalty: 4287.163086
	Iteration 59Q: 3 clusters Score -421702.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -421705.718750 Penalty: 4287.163086
	Iteration 60F: 3 clusters Score -421705.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -421705.625000 Penalty: 4287.163086
	Iteration 61Q: 3 clusters Score -421705.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -421708.937500 Penalty: 4287.163086
	Iteration 62Q: 3 clusters Score -421708.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -421709.187500 Penalty: 4287.163086
	Iteration 63Q: 3 clusters Score -421709.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -421709.125000 Penalty: 4287.163086
	Iteration 64Q: 3 clusters Score -421709.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -421711.906250 Penalty: 4287.163086
	Iteration 65Q: 3 clusters Score -421711.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -421712.312500 Penalty: 4287.163086
	Iteration 66Q: 3 clusters Score -421712.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -421712.625000 Penalty: 4287.163086
	Iteration 67Q: 3 clusters Score -421712.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -421713.250000 Penalty: 4287.163086
	Iteration 68Q: 3 clusters Score -421713.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -421714.250000 Penalty: 4287.163086
	Iteration 69Q: 3 clusters Score -421714.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -421714.250000 Penalty: 4287.163086
	Iteration 70F: 3 clusters Score -421714.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Entering Unmasked Estep 
Score: -102469.203125 Penalty: 1809.510498
	Iteration 0F: 2 clusters Score -102469.2 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 701 members 
Entering Unmasked Estep 
Score: -100183.601562 Penalty: 3619.020996
	Iteration 0F: 3 clusters Score -100183.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -100589.023438 Penalty: 3619.020996
	Iteration 1F: 3 clusters Score -100589 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -100746.531250 Penalty: 3619.020996
	Iteration 2F: 3 clusters Score -100746.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -100886.695312 Penalty: 3619.020996
	Iteration 3F: 3 clusters Score -100886.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -101012.945312 Penalty: 3619.020996
	Iteration 4F: 3 clusters Score -101012.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -101128.570312 Penalty: 3619.020996
	Iteration 5Q: 3 clusters Score -101128.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -101244.765625 Penalty: 3619.020996
	Iteration 6Q: 3 clusters Score -101244.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -101394.125000 Penalty: 3619.020996
	Iteration 7Q: 3 clusters Score -101394.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -101611.828125 Penalty: 3619.020996
	Iteration 8Q: 3 clusters Score -101611.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -101743.734375 Penalty: 3619.020996
	Iteration 9Q: 3 clusters Score -101743.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -101825.468750 Penalty: 3619.020996
	Iteration 10Q: 3 clusters Score -101825.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -101881.781250 Penalty: 3619.020996
	Iteration 11Q: 3 clusters Score -101881.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -101902.640625 Penalty: 3619.020996
	Iteration 12Q: 3 clusters Score -101902.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -101912.328125 Penalty: 3619.020996
	Iteration 13Q: 3 clusters Score -101912.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -101914.125000 Penalty: 3619.020996
	Iteration 14Q: 3 clusters Score -101914.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -101914.125000 Penalty: 3619.020996
	Iteration 15F: 3 clusters Score -101914.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (33513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Entering Unmasked Estep 
Score: -2523930.750000 Penalty: 2584.083008
	Iteration 0F: 2 clusters Score -2523931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2501191.000000 Penalty: 5168.166016
	Iteration 0F: 3 clusters Score -2501191 nChanged 15250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2509305.000000 Penalty: 5168.166016
	Iteration 1F: 3 clusters Score -2509305 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2509838.250000 Penalty: 5168.166016
	Iteration 2Q: 3 clusters Score -2509838 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2510376.000000 Penalty: 5168.166016
	Iteration 3Q: 3 clusters Score -2510376 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2510980.750000 Penalty: 5168.166016
	Iteration 4Q: 3 clusters Score -2510981 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2511675.000000 Penalty: 5168.166016
	Iteration 5Q: 3 clusters Score -2511675 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2512531.750000 Penalty: 5168.166016
	Iteration 6Q: 3 clusters Score -2512532 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2513529.750000 Penalty: 5168.166016
	Iteration 7F: 3 clusters Score -2513530 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2514564.500000 Penalty: 5168.166016
	Iteration 8F: 3 clusters Score -2514564 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2515622.250000 Penalty: 5168.166016
	Iteration 9F: 3 clusters Score -2515622 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2516666.500000 Penalty: 5168.166016
	Iteration 10Q: 3 clusters Score -2516666 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2517584.500000 Penalty: 5168.166016
	Iteration 11Q: 3 clusters Score -2517584 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2518409.500000 Penalty: 5168.166016
	Iteration 12Q: 3 clusters Score -2518410 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2519056.250000 Penalty: 5168.166016
	Iteration 13Q: 3 clusters Score -2519056 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2519511.500000 Penalty: 5168.166016
	Iteration 14Q: 3 clusters Score -2519512 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2519846.000000 Penalty: 5168.166016
	Iteration 15Q: 3 clusters Score -2519846 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2520117.250000 Penalty: 5168.166016
	Iteration 16Q: 3 clusters Score -2520117 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2520386.500000 Penalty: 5168.166016
	Iteration 17Q: 3 clusters Score -2520386 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2520665.500000 Penalty: 5168.166016
	Iteration 18Q: 3 clusters Score -2520666 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2520952.250000 Penalty: 5168.166016
	Iteration 19Q: 3 clusters Score -2520952 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2521203.500000 Penalty: 5168.166016
	Iteration 20F: 3 clusters Score -2521204 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2521375.000000 Penalty: 5168.166016
	Iteration 21Q: 3 clusters Score -2521375 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2521493.750000 Penalty: 5168.166016
	Iteration 22Q: 3 clusters Score -2521494 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2521586.000000 Penalty: 5168.166016
	Iteration 23Q: 3 clusters Score -2521586 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2521635.750000 Penalty: 5168.166016
	Iteration 24Q: 3 clusters Score -2521636 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2521687.250000 Penalty: 5168.166016
	Iteration 25Q: 3 clusters Score -2521687 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2521729.500000 Penalty: 5168.166016
	Iteration 26Q: 3 clusters Score -2521730 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2521752.750000 Penalty: 5168.166016
	Iteration 27Q: 3 clusters Score -2521753 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2521776.000000 Penalty: 5168.166016
	Iteration 28Q: 3 clusters Score -2521776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2521787.000000 Penalty: 5168.166016
	Iteration 29Q: 3 clusters Score -2521787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2521798.750000 Penalty: 5168.166016
	Iteration 30Q: 3 clusters Score -2521799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2521806.250000 Penalty: 5168.166016
	Iteration 31Q: 3 clusters Score -2521806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2521814.000000 Penalty: 5168.166016
	Iteration 32Q: 3 clusters Score -2521814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2521830.000000 Penalty: 5168.166016
	Iteration 33Q: 3 clusters Score -2521830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2521822.750000 Penalty: 5168.166016
	Iteration 34Q: 3 clusters Score -2521823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2521830.500000 Penalty: 5168.166016
	Iteration 35Q: 3 clusters Score -2521830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2521831.250000 Penalty: 5168.166016
	Iteration 36Q: 3 clusters Score -2521831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2521833.750000 Penalty: 5168.166016
	Iteration 37Q: 3 clusters Score -2521834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2521837.250000 Penalty: 5168.166016
	Iteration 38Q: 3 clusters Score -2521837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2521839.750000 Penalty: 5168.166016
	Iteration 39Q: 3 clusters Score -2521840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2521839.500000 Penalty: 5168.166016
	Iteration 40F: 3 clusters Score -2521840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2521839.250000 Penalty: 5168.166016
	Iteration 41Q: 3 clusters Score -2521839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2521842.500000 Penalty: 5168.166016
	Iteration 42Q: 3 clusters Score -2521842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2521844.500000 Penalty: 5168.166016
	Iteration 43Q: 3 clusters Score -2521844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2521844.500000 Penalty: 5168.166016
	Iteration 44F: 3 clusters Score -2521844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Entering Unmasked Estep 
Score: -238148.437500 Penalty: 2050.836182
	Iteration 0F: 2 clusters Score -238148.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -234359.078125 Penalty: 4101.672363
	Iteration 0F: 3 clusters Score -234359.1 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -235715.750000 Penalty: 4101.672363
	Iteration 1F: 3 clusters Score -235715.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -236131.187500 Penalty: 4101.672363
	Iteration 2F: 3 clusters Score -236131.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -236417.296875 Penalty: 4101.672363
	Iteration 3F: 3 clusters Score -236417.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -236658.937500 Penalty: 4101.672363
	Iteration 4F: 3 clusters Score -236658.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -236845.421875 Penalty: 4101.672363
	Iteration 5Q: 3 clusters Score -236845.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -236974.078125 Penalty: 4101.672363
	Iteration 6Q: 3 clusters Score -236974.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -237075.937500 Penalty: 4101.672363
	Iteration 7Q: 3 clusters Score -237075.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -237146.890625 Penalty: 4101.672363
	Iteration 8Q: 3 clusters Score -237146.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -237207.500000 Penalty: 4101.672363
	Iteration 9Q: 3 clusters Score -237207.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -237262.625000 Penalty: 4101.672363
	Iteration 10Q: 3 clusters Score -237262.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -237317.656250 Penalty: 4101.672363
	Iteration 11Q: 3 clusters Score -237317.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -237365.000000 Penalty: 4101.672363
	Iteration 12Q: 3 clusters Score -237365 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -237426.781250 Penalty: 4101.672363
	Iteration 13Q: 3 clusters Score -237426.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -237481.718750 Penalty: 4101.672363
	Iteration 14Q: 3 clusters Score -237481.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -237512.812500 Penalty: 4101.672363
	Iteration 15Q: 3 clusters Score -237512.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -237543.406250 Penalty: 4101.672363
	Iteration 16Q: 3 clusters Score -237543.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -237580.062500 Penalty: 4101.672363
	Iteration 17Q: 3 clusters Score -237580.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -237612.421875 Penalty: 4101.672363
	Iteration 18Q: 3 clusters Score -237612.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -237635.984375 Penalty: 4101.672363
	Iteration 19Q: 3 clusters Score -237636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -237655.390625 Penalty: 4101.672363
	Iteration 20F: 3 clusters Score -237655.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -237670.890625 Penalty: 4101.672363
	Iteration 21Q: 3 clusters Score -237670.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -237696.093750 Penalty: 4101.672363
	Iteration 22Q: 3 clusters Score -237696.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -237720.828125 Penalty: 4101.672363
	Iteration 23Q: 3 clusters Score -237720.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -237747.093750 Penalty: 4101.672363
	Iteration 24Q: 3 clusters Score -237747.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -237781.609375 Penalty: 4101.672363
	Iteration 25Q: 3 clusters Score -237781.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -237819.000000 Penalty: 4101.672363
	Iteration 26Q: 3 clusters Score -237819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -237846.078125 Penalty: 4101.672363
	Iteration 27Q: 3 clusters Score -237846.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -237875.703125 Penalty: 4101.672363
	Iteration 28Q: 3 clusters Score -237875.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -237906.718750 Penalty: 4101.672363
	Iteration 29Q: 3 clusters Score -237906.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -237938.218750 Penalty: 4101.672363
	Iteration 30Q: 3 clusters Score -237938.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -237967.750000 Penalty: 4101.672363
	Iteration 31Q: 3 clusters Score -237967.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -237992.640625 Penalty: 4101.672363
	Iteration 32Q: 3 clusters Score -237992.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -238019.968750 Penalty: 4101.672363
	Iteration 33Q: 3 clusters Score -238020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -238034.625000 Penalty: 4101.672363
	Iteration 34Q: 3 clusters Score -238034.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -238042.359375 Penalty: 4101.672363
	Iteration 35Q: 3 clusters Score -238042.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -238048.953125 Penalty: 4101.672363
	Iteration 36Q: 3 clusters Score -238049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -238052.218750 Penalty: 4101.672363
	Iteration 37Q: 3 clusters Score -238052.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -238053.000000 Penalty: 4101.672363
	Iteration 38Q: 3 clusters Score -238053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -238055.109375 Penalty: 4101.672363
	Iteration 39Q: 3 clusters Score -238055.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -238062.718750 Penalty: 4101.672363
	Iteration 40F: 3 clusters Score -238062.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -238068.359375 Penalty: 4101.672363
	Iteration 41Q: 3 clusters Score -238068.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -238075.375000 Penalty: 4101.672363
	Iteration 42Q: 3 clusters Score -238075.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -238076.187500 Penalty: 4101.672363
	Iteration 43Q: 3 clusters Score -238076.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -238076.187500 Penalty: 4101.672363
	Iteration 44F: 3 clusters Score -238076.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Entering Unmasked Estep 
Score: -319677.593750 Penalty: 2078.523926
	Iteration 0F: 2 clusters Score -319677.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -315537.218750 Penalty: 4157.047852
	Iteration 0F: 3 clusters Score -315537.2 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -316452.062500 Penalty: 4157.047852
	Iteration 1F: 3 clusters Score -316452.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -316609.500000 Penalty: 4157.047852
	Iteration 2F: 3 clusters Score -316609.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -316695.718750 Penalty: 4157.047852
	Iteration 3Q: 3 clusters Score -316695.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -316764.281250 Penalty: 4157.047852
	Iteration 4Q: 3 clusters Score -316764.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -316812.468750 Penalty: 4157.047852
	Iteration 5Q: 3 clusters Score -316812.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -316846.031250 Penalty: 4157.047852
	Iteration 6Q: 3 clusters Score -316846 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -316876.750000 Penalty: 4157.047852
	Iteration 7Q: 3 clusters Score -316876.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -316904.781250 Penalty: 4157.047852
	Iteration 8Q: 3 clusters Score -316904.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -316926.406250 Penalty: 4157.047852
	Iteration 9Q: 3 clusters Score -316926.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -316947.437500 Penalty: 4157.047852
	Iteration 10Q: 3 clusters Score -316947.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -316963.062500 Penalty: 4157.047852
	Iteration 11Q: 3 clusters Score -316963.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -316975.093750 Penalty: 4157.047852
	Iteration 12Q: 3 clusters Score -316975.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -316989.718750 Penalty: 4157.047852
	Iteration 13Q: 3 clusters Score -316989.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -317013.687500 Penalty: 4157.047852
	Iteration 14Q: 3 clusters Score -317013.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -317045.437500 Penalty: 4157.047852
	Iteration 15Q: 3 clusters Score -317045.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -317085.156250 Penalty: 4157.047852
	Iteration 16Q: 3 clusters Score -317085.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -317135.406250 Penalty: 4157.047852
	Iteration 17Q: 3 clusters Score -317135.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -317204.593750 Penalty: 4157.047852
	Iteration 18Q: 3 clusters Score -317204.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -317262.187500 Penalty: 4157.047852
	Iteration 19Q: 3 clusters Score -317262.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -317310.875000 Penalty: 4157.047852
	Iteration 20F: 3 clusters Score -317310.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -317359.218750 Penalty: 4157.047852
	Iteration 21Q: 3 clusters Score -317359.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -317408.281250 Penalty: 4157.047852
	Iteration 22Q: 3 clusters Score -317408.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -317464.906250 Penalty: 4157.047852
	Iteration 23Q: 3 clusters Score -317464.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -317530.062500 Penalty: 4157.047852
	Iteration 24Q: 3 clusters Score -317530.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -317587.562500 Penalty: 4157.047852
	Iteration 25Q: 3 clusters Score -317587.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -317649.750000 Penalty: 4157.047852
	Iteration 26Q: 3 clusters Score -317649.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -317717.968750 Penalty: 4157.047852
	Iteration 27Q: 3 clusters Score -317718 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -317781.812500 Penalty: 4157.047852
	Iteration 28Q: 3 clusters Score -317781.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -317833.781250 Penalty: 4157.047852
	Iteration 29Q: 3 clusters Score -317833.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -317878.375000 Penalty: 4157.047852
	Iteration 30Q: 3 clusters Score -317878.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -317909.750000 Penalty: 4157.047852
	Iteration 31Q: 3 clusters Score -317909.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -317941.968750 Penalty: 4157.047852
	Iteration 32Q: 3 clusters Score -317942 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -317971.375000 Penalty: 4157.047852
	Iteration 33Q: 3 clusters Score -317971.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -317991.781250 Penalty: 4157.047852
	Iteration 34Q: 3 clusters Score -317991.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -318005.875000 Penalty: 4157.047852
	Iteration 35Q: 3 clusters Score -318005.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -318013.312500 Penalty: 4157.047852
	Iteration 36Q: 3 clusters Score -318013.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -318019.468750 Penalty: 4157.047852
	Iteration 37Q: 3 clusters Score -318019.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -318024.968750 Penalty: 4157.047852
	Iteration 38Q: 3 clusters Score -318025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -318030.562500 Penalty: 4157.047852
	Iteration 39Q: 3 clusters Score -318030.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -318034.656250 Penalty: 4157.047852
	Iteration 40F: 3 clusters Score -318034.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -318039.437500 Penalty: 4157.047852
	Iteration 41Q: 3 clusters Score -318039.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -318045.218750 Penalty: 4157.047852
	Iteration 42Q: 3 clusters Score -318045.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -318051.812500 Penalty: 4157.047852
	Iteration 43Q: 3 clusters Score -318051.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -318056.843750 Penalty: 4157.047852
	Iteration 44Q: 3 clusters Score -318056.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -318062.031250 Penalty: 4157.047852
	Iteration 45Q: 3 clusters Score -318062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -318064.718750 Penalty: 4157.047852
	Iteration 46Q: 3 clusters Score -318064.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -318067.843750 Penalty: 4157.047852
	Iteration 47Q: 3 clusters Score -318067.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -318071.968750 Penalty: 4157.047852
	Iteration 48Q: 3 clusters Score -318072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -318078.500000 Penalty: 4157.047852
	Iteration 49Q: 3 clusters Score -318078.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -318085.750000 Penalty: 4157.047852
	Iteration 50Q: 3 clusters Score -318085.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -318092.437500 Penalty: 4157.047852
	Iteration 51Q: 3 clusters Score -318092.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -318099.625000 Penalty: 4157.047852
	Iteration 52Q: 3 clusters Score -318099.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -318106.937500 Penalty: 4157.047852
	Iteration 53Q: 3 clusters Score -318106.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -318115.593750 Penalty: 4157.047852
	Iteration 54Q: 3 clusters Score -318115.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -318123.218750 Penalty: 4157.047852
	Iteration 55Q: 3 clusters Score -318123.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -318129.593750 Penalty: 4157.047852
	Iteration 56Q: 3 clusters Score -318129.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -318137.031250 Penalty: 4157.047852
	Iteration 57Q: 3 clusters Score -318137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -318143.937500 Penalty: 4157.047852
	Iteration 58Q: 3 clusters Score -318143.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -318147.906250 Penalty: 4157.047852
	Iteration 59Q: 3 clusters Score -318147.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -318153.218750 Penalty: 4157.047852
	Iteration 60F: 3 clusters Score -318153.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -318159.250000 Penalty: 4157.047852
	Iteration 61Q: 3 clusters Score -318159.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -318163.531250 Penalty: 4157.047852
	Iteration 62Q: 3 clusters Score -318163.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -318166.375000 Penalty: 4157.047852
	Iteration 63Q: 3 clusters Score -318166.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -318171.875000 Penalty: 4157.047852
	Iteration 64Q: 3 clusters Score -318171.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -318177.437500 Penalty: 4157.047852
	Iteration 65Q: 3 clusters Score -318177.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -318180.500000 Penalty: 4157.047852
	Iteration 66Q: 3 clusters Score -318180.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -318183.093750 Penalty: 4157.047852
	Iteration 67Q: 3 clusters Score -318183.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -318184.437500 Penalty: 4157.047852
	Iteration 68Q: 3 clusters Score -318184.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -318185.968750 Penalty: 4157.047852
	Iteration 69Q: 3 clusters Score -318186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -318187.281250 Penalty: 4157.047852
	Iteration 70Q: 3 clusters Score -318187.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -318187.875000 Penalty: 4157.047852
	Iteration 71Q: 3 clusters Score -318187.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -318188.281250 Penalty: 4157.047852
	Iteration 72Q: 3 clusters Score -318188.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -318190.843750 Penalty: 4157.047852
	Iteration 73Q: 3 clusters Score -318190.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -318193.000000 Penalty: 4157.047852
	Iteration 74Q: 3 clusters Score -318193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -318195.843750 Penalty: 4157.047852
	Iteration 75Q: 3 clusters Score -318195.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -318196.093750 Penalty: 4157.047852
	Iteration 76Q: 3 clusters Score -318196.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -318196.437500 Penalty: 4157.047852
	Iteration 77Q: 3 clusters Score -318196.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -318196.437500 Penalty: 4157.047852
	Iteration 78Q: 3 clusters Score -318196.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -318196.437500 Penalty: 4157.047852
	Iteration 79F: 3 clusters Score -318196.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Entering Unmasked Estep 
Score: -744232.312500 Penalty: 2282.322510
	Iteration 0F: 2 clusters Score -744232.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -736636.437500 Penalty: 4564.645020
	Iteration 0F: 3 clusters Score -736636.4 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -738880.937500 Penalty: 4564.645020
	Iteration 1F: 3 clusters Score -738880.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -739215.375000 Penalty: 4564.645020
	Iteration 2F: 3 clusters Score -739215.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -739517.937500 Penalty: 4564.645020
	Iteration 3F: 3 clusters Score -739517.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -739799.562500 Penalty: 4564.645020
	Iteration 4Q: 3 clusters Score -739799.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -740050.875000 Penalty: 4564.645020
	Iteration 5Q: 3 clusters Score -740050.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -740333.000000 Penalty: 4564.645020
	Iteration 6Q: 3 clusters Score -740333 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -740625.062500 Penalty: 4564.645020
	Iteration 7Q: 3 clusters Score -740625.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -740985.375000 Penalty: 4564.645020
	Iteration 8Q: 3 clusters Score -740985.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -741403.125000 Penalty: 4564.645020
	Iteration 9Q: 3 clusters Score -741403.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -741849.062500 Penalty: 4564.645020
	Iteration 10Q: 3 clusters Score -741849.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -742228.437500 Penalty: 4564.645020
	Iteration 11Q: 3 clusters Score -742228.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -742484.062500 Penalty: 4564.645020
	Iteration 12Q: 3 clusters Score -742484.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -742601.750000 Penalty: 4564.645020
	Iteration 13Q: 3 clusters Score -742601.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -742650.187500 Penalty: 4564.645020
	Iteration 14Q: 3 clusters Score -742650.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -742674.875000 Penalty: 4564.645020
	Iteration 15Q: 3 clusters Score -742674.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -742689.500000 Penalty: 4564.645020
	Iteration 16Q: 3 clusters Score -742689.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -742701.187500 Penalty: 4564.645020
	Iteration 17Q: 3 clusters Score -742701.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -742714.000000 Penalty: 4564.645020
	Iteration 18Q: 3 clusters Score -742714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -742718.937500 Penalty: 4564.645020
	Iteration 19Q: 3 clusters Score -742718.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -742722.875000 Penalty: 4564.645020
	Iteration 20F: 3 clusters Score -742722.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -742725.125000 Penalty: 4564.645020
	Iteration 21Q: 3 clusters Score -742725.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -742730.187500 Penalty: 4564.645020
	Iteration 22Q: 3 clusters Score -742730.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -742732.187500 Penalty: 4564.645020
	Iteration 23Q: 3 clusters Score -742732.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -742734.250000 Penalty: 4564.645020
	Iteration 24Q: 3 clusters Score -742734.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -742737.687500 Penalty: 4564.645020
	Iteration 25Q: 3 clusters Score -742737.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -742742.937500 Penalty: 4564.645020
	Iteration 26Q: 3 clusters Score -742742.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -742747.312500 Penalty: 4564.645020
	Iteration 27Q: 3 clusters Score -742747.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -742749.375000 Penalty: 4564.645020
	Iteration 28Q: 3 clusters Score -742749.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -742752.062500 Penalty: 4564.645020
	Iteration 29Q: 3 clusters Score -742752.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -742755.250000 Penalty: 4564.645020
	Iteration 30Q: 3 clusters Score -742755.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -742754.937500 Penalty: 4564.645020
	Iteration 31Q: 3 clusters Score -742754.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -742755.687500 Penalty: 4564.645020
	Iteration 32Q: 3 clusters Score -742755.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -742756.312500 Penalty: 4564.645020
	Iteration 33Q: 3 clusters Score -742756.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -742758.062500 Penalty: 4564.645020
	Iteration 34Q: 3 clusters Score -742758.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -742757.250000 Penalty: 4564.645020
	Iteration 35Q: 3 clusters Score -742757.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -742757.250000 Penalty: 4564.645020
	Iteration 36F: 3 clusters Score -742757.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Entering Unmasked Estep 
Score: -177415.531250 Penalty: 1941.649658
	Iteration 0F: 2 clusters Score -177415.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -174460.125000 Penalty: 3883.299316
	Iteration 0F: 3 clusters Score -174460.1 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -175085.250000 Penalty: 3883.299316
	Iteration 1F: 3 clusters Score -175085.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -175363.625000 Penalty: 3883.299316
	Iteration 2F: 3 clusters Score -175363.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -175611.343750 Penalty: 3883.299316
	Iteration 3F: 3 clusters Score -175611.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -175836.406250 Penalty: 3883.299316
	Iteration 4F: 3 clusters Score -175836.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -176016.218750 Penalty: 3883.299316
	Iteration 5F: 3 clusters Score -176016.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -176157.343750 Penalty: 3883.299316
	Iteration 6Q: 3 clusters Score -176157.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -176274.515625 Penalty: 3883.299316
	Iteration 7Q: 3 clusters Score -176274.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -176355.546875 Penalty: 3883.299316
	Iteration 8Q: 3 clusters Score -176355.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -176419.203125 Penalty: 3883.299316
	Iteration 9Q: 3 clusters Score -176419.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -176467.984375 Penalty: 3883.299316
	Iteration 10Q: 3 clusters Score -176468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -176502.343750 Penalty: 3883.299316
	Iteration 11Q: 3 clusters Score -176502.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -176525.140625 Penalty: 3883.299316
	Iteration 12Q: 3 clusters Score -176525.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -176539.546875 Penalty: 3883.299316
	Iteration 13Q: 3 clusters Score -176539.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -176550.093750 Penalty: 3883.299316
	Iteration 14Q: 3 clusters Score -176550.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -176559.468750 Penalty: 3883.299316
	Iteration 15Q: 3 clusters Score -176559.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -176565.812500 Penalty: 3883.299316
	Iteration 16Q: 3 clusters Score -176565.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -176571.640625 Penalty: 3883.299316
	Iteration 17Q: 3 clusters Score -176571.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -176573.937500 Penalty: 3883.299316
	Iteration 18Q: 3 clusters Score -176573.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -176575.625000 Penalty: 3883.299316
	Iteration 19Q: 3 clusters Score -176575.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -176576.890625 Penalty: 3883.299316
	Iteration 20F: 3 clusters Score -176576.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (10943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Entering Unmasked Estep 
Score: -834912.625000 Penalty: 2306.512939
	Iteration 0F: 2 clusters Score -834912.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -826681.875000 Penalty: 4613.025879
	Iteration 0F: 3 clusters Score -826681.9 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -829029.937500 Penalty: 4613.025879
	Iteration 1F: 3 clusters Score -829029.9 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -829307.375000 Penalty: 4613.025879
	Iteration 2F: 3 clusters Score -829307.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -829494.375000 Penalty: 4613.025879
	Iteration 3Q: 3 clusters Score -829494.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -829655.437500 Penalty: 4613.025879
	Iteration 4Q: 3 clusters Score -829655.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -829805.000000 Penalty: 4613.025879
	Iteration 5Q: 3 clusters Score -829805 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -829929.250000 Penalty: 4613.025879
	Iteration 6Q: 3 clusters Score -829929.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -830012.687500 Penalty: 4613.025879
	Iteration 7Q: 3 clusters Score -830012.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -830079.437500 Penalty: 4613.025879
	Iteration 8Q: 3 clusters Score -830079.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -830155.937500 Penalty: 4613.025879
	Iteration 9Q: 3 clusters Score -830155.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -830222.937500 Penalty: 4613.025879
	Iteration 10Q: 3 clusters Score -830222.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -830321.125000 Penalty: 4613.025879
	Iteration 11Q: 3 clusters Score -830321.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -830462.687500 Penalty: 4613.025879
	Iteration 12Q: 3 clusters Score -830462.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -830669.500000 Penalty: 4613.025879
	Iteration 13Q: 3 clusters Score -830669.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -830962.062500 Penalty: 4613.025879
	Iteration 14Q: 3 clusters Score -830962.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -831366.187500 Penalty: 4613.025879
	Iteration 15Q: 3 clusters Score -831366.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -831852.875000 Penalty: 4613.025879
	Iteration 16F: 3 clusters Score -831852.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -832359.750000 Penalty: 4613.025879
	Iteration 17F: 3 clusters Score -832359.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -832814.750000 Penalty: 4613.025879
	Iteration 18Q: 3 clusters Score -832814.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -833178.125000 Penalty: 4613.025879
	Iteration 19Q: 3 clusters Score -833178.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -833486.187500 Penalty: 4613.025879
	Iteration 20F: 3 clusters Score -833486.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -833691.812500 Penalty: 4613.025879
	Iteration 21Q: 3 clusters Score -833691.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -833827.437500 Penalty: 4613.025879
	Iteration 22Q: 3 clusters Score -833827.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -833929.562500 Penalty: 4613.025879
	Iteration 23Q: 3 clusters Score -833929.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -834020.937500 Penalty: 4613.025879
	Iteration 24Q: 3 clusters Score -834020.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -834089.562500 Penalty: 4613.025879
	Iteration 25Q: 3 clusters Score -834089.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -834149.687500 Penalty: 4613.025879
	Iteration 26Q: 3 clusters Score -834149.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -834202.562500 Penalty: 4613.025879
	Iteration 27Q: 3 clusters Score -834202.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -834258.187500 Penalty: 4613.025879
	Iteration 28Q: 3 clusters Score -834258.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -834313.750000 Penalty: 4613.025879
	Iteration 29Q: 3 clusters Score -834313.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -834337.687500 Penalty: 4613.025879
	Iteration 30Q: 3 clusters Score -834337.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -834354.375000 Penalty: 4613.025879
	Iteration 31Q: 3 clusters Score -834354.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -834375.312500 Penalty: 4613.025879
	Iteration 32Q: 3 clusters Score -834375.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -834389.750000 Penalty: 4613.025879
	Iteration 33Q: 3 clusters Score -834389.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -834402.812500 Penalty: 4613.025879
	Iteration 34Q: 3 clusters Score -834402.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -834416.500000 Penalty: 4613.025879
	Iteration 35Q: 3 clusters Score -834416.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -834430.500000 Penalty: 4613.025879
	Iteration 36Q: 3 clusters Score -834430.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -834441.750000 Penalty: 4613.025879
	Iteration 37Q: 3 clusters Score -834441.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -834450.812500 Penalty: 4613.025879
	Iteration 38Q: 3 clusters Score -834450.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -834455.250000 Penalty: 4613.025879
	Iteration 39Q: 3 clusters Score -834455.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -834459.000000 Penalty: 4613.025879
	Iteration 40F: 3 clusters Score -834459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -834462.750000 Penalty: 4613.025879
	Iteration 41Q: 3 clusters Score -834462.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -834464.875000 Penalty: 4613.025879
	Iteration 42Q: 3 clusters Score -834464.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -834465.187500 Penalty: 4613.025879
	Iteration 43Q: 3 clusters Score -834465.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -834465.125000 Penalty: 4613.025879
	Iteration 44Q: 3 clusters Score -834465.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -834465.937500 Penalty: 4613.025879
	Iteration 45Q: 3 clusters Score -834465.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -834466.375000 Penalty: 4613.025879
	Iteration 46Q: 3 clusters Score -834466.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -834468.875000 Penalty: 4613.025879
	Iteration 47Q: 3 clusters Score -834468.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -834470.312500 Penalty: 4613.025879
	Iteration 48Q: 3 clusters Score -834470.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -834469.187500 Penalty: 4613.025879
	Iteration 49Q: 3 clusters Score -834469.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -834470.312500 Penalty: 4613.025879
	Iteration 50Q: 3 clusters Score -834470.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -834470.812500 Penalty: 4613.025879
	Iteration 51Q: 3 clusters Score -834470.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -834472.875000 Penalty: 4613.025879
	Iteration 52Q: 3 clusters Score -834472.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -834474.687500 Penalty: 4613.025879
	Iteration 53Q: 3 clusters Score -834474.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -834475.687500 Penalty: 4613.025879
	Iteration 54Q: 3 clusters Score -834475.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -834478.750000 Penalty: 4613.025879
	Iteration 55Q: 3 clusters Score -834478.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -834477.750000 Penalty: 4613.025879
	Iteration 56Q: 3 clusters Score -834477.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -834479.187500 Penalty: 4613.025879
	Iteration 57Q: 3 clusters Score -834479.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -834481.062500 Penalty: 4613.025879
	Iteration 58Q: 3 clusters Score -834481.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -834483.062500 Penalty: 4613.025879
	Iteration 59Q: 3 clusters Score -834483.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -834484.562500 Penalty: 4613.025879
	Iteration 60F: 3 clusters Score -834484.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -834485.625000 Penalty: 4613.025879
	Iteration 61Q: 3 clusters Score -834485.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -834487.375000 Penalty: 4613.025879
	Iteration 62Q: 3 clusters Score -834487.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -834491.687500 Penalty: 4613.025879
	Iteration 63Q: 3 clusters Score -834491.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -834492.312500 Penalty: 4613.025879
	Iteration 64Q: 3 clusters Score -834492.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -834495.312500 Penalty: 4613.025879
	Iteration 65Q: 3 clusters Score -834495.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -834495.937500 Penalty: 4613.025879
	Iteration 66Q: 3 clusters Score -834495.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -834498.625000 Penalty: 4613.025879
	Iteration 67Q: 3 clusters Score -834498.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -834499.437500 Penalty: 4613.025879
	Iteration 68Q: 3 clusters Score -834499.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -834501.875000 Penalty: 4613.025879
	Iteration 69Q: 3 clusters Score -834501.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -834502.125000 Penalty: 4613.025879
	Iteration 70Q: 3 clusters Score -834502.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -834504.562500 Penalty: 4613.025879
	Iteration 71Q: 3 clusters Score -834504.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -834503.500000 Penalty: 4613.025879
	Iteration 72Q: 3 clusters Score -834503.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -834503.937500 Penalty: 4613.025879
	Iteration 73Q: 3 clusters Score -834503.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -834505.562500 Penalty: 4613.025879
	Iteration 74Q: 3 clusters Score -834505.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -834507.750000 Penalty: 4613.025879
	Iteration 75Q: 3 clusters Score -834507.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -834508.625000 Penalty: 4613.025879
	Iteration 76Q: 3 clusters Score -834508.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -834509.562500 Penalty: 4613.025879
	Iteration 77Q: 3 clusters Score -834509.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -834509.312500 Penalty: 4613.025879
	Iteration 78Q: 3 clusters Score -834509.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -834508.562500 Penalty: 4613.025879
	Iteration 79Q: 3 clusters Score -834508.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -834509.062500 Penalty: 4613.025879
	Iteration 80F: 3 clusters Score -834509.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Entering Unmasked Estep 
Score: -625017.062500 Penalty: 2241.985352
	Iteration 0F: 2 clusters Score -625017.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -618267.625000 Penalty: 4483.970703
	Iteration 0F: 3 clusters Score -618267.6 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -620251.625000 Penalty: 4483.970703
	Iteration 1F: 3 clusters Score -620251.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -620600.250000 Penalty: 4483.970703
	Iteration 2F: 3 clusters Score -620600.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -620914.250000 Penalty: 4483.970703
	Iteration 3F: 3 clusters Score -620914.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -621178.937500 Penalty: 4483.970703
	Iteration 4F: 3 clusters Score -621178.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -621421.312500 Penalty: 4483.970703
	Iteration 5Q: 3 clusters Score -621421.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -621690.750000 Penalty: 4483.970703
	Iteration 6Q: 3 clusters Score -621690.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -621965.937500 Penalty: 4483.970703
	Iteration 7Q: 3 clusters Score -621965.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -622224.937500 Penalty: 4483.970703
	Iteration 8Q: 3 clusters Score -622224.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -622521.312500 Penalty: 4483.970703
	Iteration 9Q: 3 clusters Score -622521.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -622840.375000 Penalty: 4483.970703
	Iteration 10Q: 3 clusters Score -622840.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -623093.437500 Penalty: 4483.970703
	Iteration 11Q: 3 clusters Score -623093.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -623235.812500 Penalty: 4483.970703
	Iteration 12Q: 3 clusters Score -623235.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -623310.312500 Penalty: 4483.970703
	Iteration 13Q: 3 clusters Score -623310.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -623354.437500 Penalty: 4483.970703
	Iteration 14Q: 3 clusters Score -623354.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -623381.562500 Penalty: 4483.970703
	Iteration 15Q: 3 clusters Score -623381.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -623402.500000 Penalty: 4483.970703
	Iteration 16Q: 3 clusters Score -623402.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -623409.125000 Penalty: 4483.970703
	Iteration 17Q: 3 clusters Score -623409.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -623416.375000 Penalty: 4483.970703
	Iteration 18Q: 3 clusters Score -623416.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -623421.937500 Penalty: 4483.970703
	Iteration 19Q: 3 clusters Score -623421.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -623423.000000 Penalty: 4483.970703
	Iteration 20F: 3 clusters Score -623423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -623425.312500 Penalty: 4483.970703
	Iteration 21Q: 3 clusters Score -623425.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -623426.625000 Penalty: 4483.970703
	Iteration 22Q: 3 clusters Score -623426.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -623430.000000 Penalty: 4483.970703
	Iteration 23Q: 3 clusters Score -623430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -623433.875000 Penalty: 4483.970703
	Iteration 24Q: 3 clusters Score -623433.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -623434.437500 Penalty: 4483.970703
	Iteration 25Q: 3 clusters Score -623434.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -623436.625000 Penalty: 4483.970703
	Iteration 26Q: 3 clusters Score -623436.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -623438.125000 Penalty: 4483.970703
	Iteration 27Q: 3 clusters Score -623438.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -623439.750000 Penalty: 4483.970703
	Iteration 28Q: 3 clusters Score -623439.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -623440.312500 Penalty: 4483.970703
	Iteration 29Q: 3 clusters Score -623440.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -623443.625000 Penalty: 4483.970703
	Iteration 30Q: 3 clusters Score -623443.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -623442.687500 Penalty: 4483.970703
	Iteration 31Q: 3 clusters Score -623442.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -623445.250000 Penalty: 4483.970703
	Iteration 32Q: 3 clusters Score -623445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -623445.937500 Penalty: 4483.970703
	Iteration 33Q: 3 clusters Score -623445.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -623445.937500 Penalty: 4483.970703
	Iteration 34F: 3 clusters Score -623445.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Entering Unmasked Estep 
Score: -883082.062500 Penalty: 2333.865479
	Iteration 0F: 2 clusters Score -883082.1 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 6269 members 
Entering Unmasked Estep 
Score: -873987.875000 Penalty: 4667.730957
	Iteration 0F: 3 clusters Score -873987.9 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -876988.875000 Penalty: 4667.730957
	Iteration 1F: 3 clusters Score -876988.9 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -877587.312500 Penalty: 4667.730957
	Iteration 2F: 3 clusters Score -877587.3 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -878138.375000 Penalty: 4667.730957
	Iteration 3F: 3 clusters Score -878138.4 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -878718.812500 Penalty: 4667.730957
	Iteration 4F: 3 clusters Score -878718.8 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -879268.875000 Penalty: 4667.730957
	Iteration 5F: 3 clusters Score -879268.9 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -879814.937500 Penalty: 4667.730957
	Iteration 6F: 3 clusters Score -879814.9 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -880343.312500 Penalty: 4667.730957
	Iteration 7Q: 3 clusters Score -880343.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -880767.250000 Penalty: 4667.730957
	Iteration 8Q: 3 clusters Score -880767.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -881095.687500 Penalty: 4667.730957
	Iteration 9Q: 3 clusters Score -881095.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -881342.812500 Penalty: 4667.730957
	Iteration 10Q: 3 clusters Score -881342.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -881485.437500 Penalty: 4667.730957
	Iteration 11Q: 3 clusters Score -881485.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -881589.500000 Penalty: 4667.730957
	Iteration 12Q: 3 clusters Score -881589.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -881655.625000 Penalty: 4667.730957
	Iteration 13Q: 3 clusters Score -881655.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -881702.375000 Penalty: 4667.730957
	Iteration 14Q: 3 clusters Score -881702.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -881737.812500 Penalty: 4667.730957
	Iteration 15Q: 3 clusters Score -881737.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -881766.187500 Penalty: 4667.730957
	Iteration 16Q: 3 clusters Score -881766.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -881780.250000 Penalty: 4667.730957
	Iteration 17Q: 3 clusters Score -881780.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -881795.250000 Penalty: 4667.730957
	Iteration 18Q: 3 clusters Score -881795.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -881811.812500 Penalty: 4667.730957
	Iteration 19Q: 3 clusters Score -881811.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -881817.375000 Penalty: 4667.730957
	Iteration 20F: 3 clusters Score -881817.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -881828.750000 Penalty: 4667.730957
	Iteration 21Q: 3 clusters Score -881828.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -881838.062500 Penalty: 4667.730957
	Iteration 22Q: 3 clusters Score -881838.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -881845.250000 Penalty: 4667.730957
	Iteration 23Q: 3 clusters Score -881845.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -881851.125000 Penalty: 4667.730957
	Iteration 24Q: 3 clusters Score -881851.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -881853.375000 Penalty: 4667.730957
	Iteration 25Q: 3 clusters Score -881853.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -881854.500000 Penalty: 4667.730957
	Iteration 26Q: 3 clusters Score -881854.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -881854.500000 Penalty: 4667.730957
	Iteration 27F: 3 clusters Score -881854.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Entering Unmasked Estep 
Score: -164683.812500 Penalty: 1926.596191
	Iteration 0F: 2 clusters Score -164683.8 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 1235 members 
Entering Unmasked Estep 
Score: -161858.140625 Penalty: 3853.192383
	Iteration 0F: 3 clusters Score -161858.1 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -162478.234375 Penalty: 3853.192383
	Iteration 1F: 3 clusters Score -162478.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -162778.640625 Penalty: 3853.192383
	Iteration 2F: 3 clusters Score -162778.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -163028.218750 Penalty: 3853.192383
	Iteration 3F: 3 clusters Score -163028.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -163215.140625 Penalty: 3853.192383
	Iteration 4F: 3 clusters Score -163215.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -163384.515625 Penalty: 3853.192383
	Iteration 5F: 3 clusters Score -163384.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -163539.250000 Penalty: 3853.192383
	Iteration 6F: 3 clusters Score -163539.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -163654.593750 Penalty: 3853.192383
	Iteration 7Q: 3 clusters Score -163654.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -163736.500000 Penalty: 3853.192383
	Iteration 8Q: 3 clusters Score -163736.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -163791.375000 Penalty: 3853.192383
	Iteration 9Q: 3 clusters Score -163791.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -163823.531250 Penalty: 3853.192383
	Iteration 10Q: 3 clusters Score -163823.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -163846.531250 Penalty: 3853.192383
	Iteration 11Q: 3 clusters Score -163846.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -163872.046875 Penalty: 3853.192383
	Iteration 12Q: 3 clusters Score -163872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -163890.171875 Penalty: 3853.192383
	Iteration 13Q: 3 clusters Score -163890.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -163901.046875 Penalty: 3853.192383
	Iteration 14Q: 3 clusters Score -163901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -163912.109375 Penalty: 3853.192383
	Iteration 15Q: 3 clusters Score -163912.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -163922.734375 Penalty: 3853.192383
	Iteration 16Q: 3 clusters Score -163922.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -163932.312500 Penalty: 3853.192383
	Iteration 17Q: 3 clusters Score -163932.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -163938.609375 Penalty: 3853.192383
	Iteration 18Q: 3 clusters Score -163938.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -163942.765625 Penalty: 3853.192383
	Iteration 19Q: 3 clusters Score -163942.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -163946.468750 Penalty: 3853.192383
	Iteration 20F: 3 clusters Score -163946.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -163947.921875 Penalty: 3853.192383
	Iteration 21Q: 3 clusters Score -163947.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -163951.781250 Penalty: 3853.192383
	Iteration 22Q: 3 clusters Score -163951.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -163955.000000 Penalty: 3853.192383
	Iteration 23Q: 3 clusters Score -163955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -163957.468750 Penalty: 3853.192383
	Iteration 24Q: 3 clusters Score -163957.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -163958.640625 Penalty: 3853.192383
	Iteration 25Q: 3 clusters Score -163958.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -163960.484375 Penalty: 3853.192383
	Iteration 26Q: 3 clusters Score -163960.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -163961.687500 Penalty: 3853.192383
	Iteration 27Q: 3 clusters Score -163961.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -163963.125000 Penalty: 3853.192383
	Iteration 28Q: 3 clusters Score -163963.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -163963.875000 Penalty: 3853.192383
	Iteration 29Q: 3 clusters Score -163963.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -163963.937500 Penalty: 3853.192383
	Iteration 30Q: 3 clusters Score -163963.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -163963.937500 Penalty: 3853.192383
	Iteration 31F: 3 clusters Score -163963.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (35532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Entering Unmasked Estep 
Score: -2340131.250000 Penalty: 2598.590820
	Iteration 0F: 2 clusters Score -2340131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2315906.000000 Penalty: 5197.181641
	Iteration 0F: 3 clusters Score -2315906 nChanged 16271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2325030.000000 Penalty: 5197.181641
	Iteration 1F: 3 clusters Score -2325030 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2325780.000000 Penalty: 5197.181641
	Iteration 2F: 3 clusters Score -2325780 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2326540.500000 Penalty: 5197.181641
	Iteration 3Q: 3 clusters Score -2326540 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2327382.500000 Penalty: 5197.181641
	Iteration 4Q: 3 clusters Score -2327382 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2328172.750000 Penalty: 5197.181641
	Iteration 5Q: 3 clusters Score -2328173 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2328938.500000 Penalty: 5197.181641
	Iteration 6Q: 3 clusters Score -2328938 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2329755.750000 Penalty: 5197.181641
	Iteration 7Q: 3 clusters Score -2329756 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2330614.500000 Penalty: 5197.181641
	Iteration 8Q: 3 clusters Score -2330614 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2331548.750000 Penalty: 5197.181641
	Iteration 9Q: 3 clusters Score -2331549 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2332515.500000 Penalty: 5197.181641
	Iteration 10Q: 3 clusters Score -2332516 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2333483.250000 Penalty: 5197.181641
	Iteration 11Q: 3 clusters Score -2333483 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2334352.750000 Penalty: 5197.181641
	Iteration 12Q: 3 clusters Score -2334353 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2335075.000000 Penalty: 5197.181641
	Iteration 13Q: 3 clusters Score -2335075 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2335652.000000 Penalty: 5197.181641
	Iteration 14Q: 3 clusters Score -2335652 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2336120.500000 Penalty: 5197.181641
	Iteration 15Q: 3 clusters Score -2336120 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2336524.500000 Penalty: 5197.181641
	Iteration 16Q: 3 clusters Score -2336524 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2336860.500000 Penalty: 5197.181641
	Iteration 17Q: 3 clusters Score -2336860 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -2337135.500000 Penalty: 5197.181641
	Iteration 18Q: 3 clusters Score -2337136 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2337377.500000 Penalty: 5197.181641
	Iteration 19Q: 3 clusters Score -2337378 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2337581.750000 Penalty: 5197.181641
	Iteration 20F: 3 clusters Score -2337582 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2337780.500000 Penalty: 5197.181641
	Iteration 21Q: 3 clusters Score -2337780 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2337939.250000 Penalty: 5197.181641
	Iteration 22Q: 3 clusters Score -2337939 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2338098.500000 Penalty: 5197.181641
	Iteration 23Q: 3 clusters Score -2338098 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2338238.000000 Penalty: 5197.181641
	Iteration 24Q: 3 clusters Score -2338238 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2338355.000000 Penalty: 5197.181641
	Iteration 25Q: 3 clusters Score -2338355 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2338437.250000 Penalty: 5197.181641
	Iteration 26Q: 3 clusters Score -2338437 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2338531.250000 Penalty: 5197.181641
	Iteration 27Q: 3 clusters Score -2338531 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2338620.250000 Penalty: 5197.181641
	Iteration 28Q: 3 clusters Score -2338620 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2338684.000000 Penalty: 5197.181641
	Iteration 29Q: 3 clusters Score -2338684 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2338762.250000 Penalty: 5197.181641
	Iteration 30Q: 3 clusters Score -2338762 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2338833.500000 Penalty: 5197.181641
	Iteration 31Q: 3 clusters Score -2338834 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2338890.250000 Penalty: 5197.181641
	Iteration 32Q: 3 clusters Score -2338890 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2338953.750000 Penalty: 5197.181641
	Iteration 33Q: 3 clusters Score -2338954 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2339015.000000 Penalty: 5197.181641
	Iteration 34Q: 3 clusters Score -2339015 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2339063.500000 Penalty: 5197.181641
	Iteration 35Q: 3 clusters Score -2339064 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2339091.000000 Penalty: 5197.181641
	Iteration 36Q: 3 clusters Score -2339091 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2339115.500000 Penalty: 5197.181641
	Iteration 37Q: 3 clusters Score -2339116 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2339145.250000 Penalty: 5197.181641
	Iteration 38Q: 3 clusters Score -2339145 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2339164.500000 Penalty: 5197.181641
	Iteration 39Q: 3 clusters Score -2339164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2339172.750000 Penalty: 5197.181641
	Iteration 40F: 3 clusters Score -2339173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2339178.750000 Penalty: 5197.181641
	Iteration 41Q: 3 clusters Score -2339179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2339189.250000 Penalty: 5197.181641
	Iteration 42Q: 3 clusters Score -2339189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2339195.000000 Penalty: 5197.181641
	Iteration 43Q: 3 clusters Score -2339195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2339199.750000 Penalty: 5197.181641
	Iteration 44Q: 3 clusters Score -2339200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2339209.750000 Penalty: 5197.181641
	Iteration 45Q: 3 clusters Score -2339210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2339216.000000 Penalty: 5197.181641
	Iteration 46Q: 3 clusters Score -2339216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2339217.750000 Penalty: 5197.181641
	Iteration 47Q: 3 clusters Score -2339218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2339217.000000 Penalty: 5197.181641
	Iteration 48Q: 3 clusters Score -2339217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2339219.500000 Penalty: 5197.181641
	Iteration 49Q: 3 clusters Score -2339220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2339222.000000 Penalty: 5197.181641
	Iteration 50Q: 3 clusters Score -2339222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2339224.500000 Penalty: 5197.181641
	Iteration 51Q: 3 clusters Score -2339224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2339223.500000 Penalty: 5197.181641
	Iteration 52Q: 3 clusters Score -2339224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2339228.500000 Penalty: 5197.181641
	Iteration 53Q: 3 clusters Score -2339228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2339228.000000 Penalty: 5197.181641
	Iteration 54Q: 3 clusters Score -2339228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2339224.750000 Penalty: 5197.181641
	Iteration 55Q: 3 clusters Score -2339225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2339227.250000 Penalty: 5197.181641
	Iteration 56Q: 3 clusters Score -2339227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2339226.500000 Penalty: 5197.181641
	Iteration 57Q: 3 clusters Score -2339226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2339229.000000 Penalty: 5197.181641
	Iteration 58Q: 3 clusters Score -2339229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2339229.250000 Penalty: 5197.181641
	Iteration 59Q: 3 clusters Score -2339229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2339228.500000 Penalty: 5197.181641
	Iteration 60F: 3 clusters Score -2339228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2339230.250000 Penalty: 5197.181641
	Iteration 61Q: 3 clusters Score -2339230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2339231.500000 Penalty: 5197.181641
	Iteration 62Q: 3 clusters Score -2339232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2339231.500000 Penalty: 5197.181641
	Iteration 63F: 3 clusters Score -2339232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -80668.937500 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -80668.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -78649.679688 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -78649.68 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -78980.046875 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -78980.05 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -79075.546875 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -79075.55 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -79170.476562 Penalty: 3540.484131
	Iteration 3Q: 3 clusters Score -79170.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -79216.375000 Penalty: 3540.484131
	Iteration 4Q: 3 clusters Score -79216.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -79244.015625 Penalty: 3540.484131
	Iteration 5Q: 3 clusters Score -79244.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -79263.335938 Penalty: 3540.484131
	Iteration 6Q: 3 clusters Score -79263.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -79278.687500 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -79278.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -79302.851562 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -79302.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -79327.437500 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -79327.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -79348.710938 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -79348.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -79375.562500 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -79375.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -79391.562500 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -79391.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -79398.695312 Penalty: 3540.484131
	Iteration 13Q: 3 clusters Score -79398.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -79410.460938 Penalty: 3540.484131
	Iteration 14Q: 3 clusters Score -79410.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -79419.070312 Penalty: 3540.484131
	Iteration 15Q: 3 clusters Score -79419.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -79429.734375 Penalty: 3540.484131
	Iteration 16Q: 3 clusters Score -79429.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -79433.804688 Penalty: 3540.484131
	Iteration 17Q: 3 clusters Score -79433.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -79434.679688 Penalty: 3540.484131
	Iteration 18Q: 3 clusters Score -79434.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -79436.414062 Penalty: 3540.484131
	Iteration 19Q: 3 clusters Score -79436.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -79437.796875 Penalty: 3540.484131
	Iteration 20F: 3 clusters Score -79437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -79439.039062 Penalty: 3540.484131
	Iteration 21Q: 3 clusters Score -79439.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -79440.000000 Penalty: 3540.484131
	Iteration 22Q: 3 clusters Score -79440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -79442.085938 Penalty: 3540.484131
	Iteration 23Q: 3 clusters Score -79442.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -79442.382812 Penalty: 3540.484131
	Iteration 24Q: 3 clusters Score -79442.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -79443.070312 Penalty: 3540.484131
	Iteration 25Q: 3 clusters Score -79443.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -79443.070312 Penalty: 3540.484131
	Iteration 26F: 3 clusters Score -79443.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (132925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132925 members 
Entering Unmasked Estep 
Score: -10147699.000000 Penalty: 2925.790039
	Iteration 0F: 2 clusters Score -1.01477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66152 members 
Mstep: Class 2 contains 66773 members 
Entering Unmasked Estep 
Score: -10058655.000000 Penalty: 5851.580078
	Iteration 0F: 3 clusters Score -1.005866e+07 nChanged 63360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61396 members 
Mstep: Class 2 contains 71529 members 
Entering Unmasked Estep 
Score: -10095313.000000 Penalty: 5851.580078
	Iteration 1F: 3 clusters Score -1.009531e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 74753 members 
Entering Unmasked Estep 
Score: -10096671.000000 Penalty: 5851.580078
	Iteration 2Q: 3 clusters Score -1.009667e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53181 members 
Mstep: Class 2 contains 79744 members 
Entering Unmasked Estep 
Score: -10098997.000000 Penalty: 5851.580078
	Iteration 3Q: 3 clusters Score -1.0099e+07 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 87221 members 
Entering Unmasked Estep 
Score: -10103311.000000 Penalty: 5851.580078
	Iteration 4F: 3 clusters Score -1.010331e+07 nChanged 10571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 97528 members 
Entering Unmasked Estep 
Score: -10111167.000000 Penalty: 5851.580078
	Iteration 5F: 3 clusters Score -1.011117e+07 nChanged 12534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 109934 members 
Entering Unmasked Estep 
Score: -10122877.000000 Penalty: 5851.580078
	Iteration 6F: 3 clusters Score -1.012288e+07 nChanged 11253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 121111 members 
Entering Unmasked Estep 
Score: -10134210.000000 Penalty: 5851.580078
	Iteration 7F: 3 clusters Score -1.013421e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 127844 members 
Entering Unmasked Estep 
Score: -10141001.000000 Penalty: 5851.580078
	Iteration 8F: 3 clusters Score -1.0141e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 130619 members 
Entering Unmasked Estep 
Score: -10143721.000000 Penalty: 5851.580078
	Iteration 9Q: 3 clusters Score -1.014372e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 131546 members 
Entering Unmasked Estep 
Score: -10144725.000000 Penalty: 5851.580078
	Iteration 10Q: 3 clusters Score -1.014472e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 131815 members 
Entering Unmasked Estep 
Score: -10145029.000000 Penalty: 5851.580078
	Iteration 11Q: 3 clusters Score -1.014503e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 131916 members 
Entering Unmasked Estep 
Score: -10145189.000000 Penalty: 5851.580078
	Iteration 12Q: 3 clusters Score -1.014519e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 131965 members 
Entering Unmasked Estep 
Score: -10145285.000000 Penalty: 5851.580078
	Iteration 13Q: 3 clusters Score -1.014528e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 131987 members 
Entering Unmasked Estep 
Score: -10145329.000000 Penalty: 5851.580078
	Iteration 14Q: 3 clusters Score -1.014533e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 132003 members 
Entering Unmasked Estep 
Score: -10145385.000000 Penalty: 5851.580078
	Iteration 15Q: 3 clusters Score -1.014538e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 132009 members 
Entering Unmasked Estep 
Score: -10145399.000000 Penalty: 5851.580078
	Iteration 16Q: 3 clusters Score -1.01454e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 132012 members 
Entering Unmasked Estep 
Score: -10145408.000000 Penalty: 5851.580078
	Iteration 17Q: 3 clusters Score -1.014541e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 132030 members 
Entering Unmasked Estep 
Score: -10145429.000000 Penalty: 5851.580078
	Iteration 18Q: 3 clusters Score -1.014543e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 132041 members 
Entering Unmasked Estep 
Score: -10145442.000000 Penalty: 5851.580078
	Iteration 19Q: 3 clusters Score -1.014544e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 132048 members 
Entering Unmasked Estep 
Score: -10145451.000000 Penalty: 5851.580078
	Iteration 20F: 3 clusters Score -1.014545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 132049 members 
Entering Unmasked Estep 
Score: -10145452.000000 Penalty: 5851.580078
	Iteration 21Q: 3 clusters Score -1.014545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 132052 members 
Entering Unmasked Estep 
Score: -10145456.000000 Penalty: 5851.580078
	Iteration 22Q: 3 clusters Score -1.014546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 132054 members 
Entering Unmasked Estep 
Score: -10145458.000000 Penalty: 5851.580078
	Iteration 23Q: 3 clusters Score -1.014546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 132055 members 
Entering Unmasked Estep 
Score: -10145454.000000 Penalty: 5851.580078
	Iteration 24Q: 3 clusters Score -1.014545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 132061 members 
Entering Unmasked Estep 
Score: -10145458.000000 Penalty: 5851.580078
	Iteration 25Q: 3 clusters Score -1.014546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 132062 members 
Entering Unmasked Estep 
Score: -10145463.000000 Penalty: 5851.580078
	Iteration 26Q: 3 clusters Score -1.014546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 132060 members 
Entering Unmasked Estep 
Score: -10145468.000000 Penalty: 5851.580078
	Iteration 27Q: 3 clusters Score -1.014547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 132059 members 
Entering Unmasked Estep 
Score: -10145468.000000 Penalty: 5851.580078
	Iteration 28Q: 3 clusters Score -1.014547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 132058 members 
Entering Unmasked Estep 
Score: -10145469.000000 Penalty: 5851.580078
	Iteration 29Q: 3 clusters Score -1.014547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 132056 members 
Entering Unmasked Estep 
Score: -10145469.000000 Penalty: 5851.580078
	Iteration 30Q: 3 clusters Score -1.014547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 132056 members 
Entering Unmasked Estep 
Score: -10145467.000000 Penalty: 5851.580078
	Iteration 31Q: 3 clusters Score -1.014547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 132055 members 
Entering Unmasked Estep 
Score: -10145470.000000 Penalty: 5851.580078
	Iteration 32Q: 3 clusters Score -1.014547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 132055 members 
Entering Unmasked Estep 
Score: -10145470.000000 Penalty: 5851.580078
	Iteration 33F: 3 clusters Score -1.014547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Entering Unmasked Estep 
Score: -323740.500000 Penalty: 2090.125488
	Iteration 0F: 2 clusters Score -323740.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -319443.500000 Penalty: 4180.250977
	Iteration 0F: 3 clusters Score -319443.5 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -320508.656250 Penalty: 4180.250977
	Iteration 1F: 3 clusters Score -320508.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -320762.125000 Penalty: 4180.250977
	Iteration 2F: 3 clusters Score -320762.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -320919.406250 Penalty: 4180.250977
	Iteration 3F: 3 clusters Score -320919.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -321019.531250 Penalty: 4180.250977
	Iteration 4Q: 3 clusters Score -321019.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -321103.437500 Penalty: 4180.250977
	Iteration 5Q: 3 clusters Score -321103.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -321171.781250 Penalty: 4180.250977
	Iteration 6Q: 3 clusters Score -321171.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -321236.781250 Penalty: 4180.250977
	Iteration 7Q: 3 clusters Score -321236.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -321320.875000 Penalty: 4180.250977
	Iteration 8Q: 3 clusters Score -321320.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -321409.781250 Penalty: 4180.250977
	Iteration 9Q: 3 clusters Score -321409.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -321482.718750 Penalty: 4180.250977
	Iteration 10Q: 3 clusters Score -321482.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -321556.781250 Penalty: 4180.250977
	Iteration 11Q: 3 clusters Score -321556.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -321605.656250 Penalty: 4180.250977
	Iteration 12Q: 3 clusters Score -321605.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -321636.812500 Penalty: 4180.250977
	Iteration 13Q: 3 clusters Score -321636.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -321663.937500 Penalty: 4180.250977
	Iteration 14Q: 3 clusters Score -321663.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -321680.062500 Penalty: 4180.250977
	Iteration 15Q: 3 clusters Score -321680.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -321698.906250 Penalty: 4180.250977
	Iteration 16Q: 3 clusters Score -321698.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -321722.531250 Penalty: 4180.250977
	Iteration 17Q: 3 clusters Score -321722.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -321747.062500 Penalty: 4180.250977
	Iteration 18Q: 3 clusters Score -321747.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -321765.843750 Penalty: 4180.250977
	Iteration 19Q: 3 clusters Score -321765.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -321786.843750 Penalty: 4180.250977
	Iteration 20F: 3 clusters Score -321786.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -321806.312500 Penalty: 4180.250977
	Iteration 21Q: 3 clusters Score -321806.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -321828.968750 Penalty: 4180.250977
	Iteration 22Q: 3 clusters Score -321829 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -321851.406250 Penalty: 4180.250977
	Iteration 23Q: 3 clusters Score -321851.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -321876.000000 Penalty: 4180.250977
	Iteration 24Q: 3 clusters Score -321876 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -321901.437500 Penalty: 4180.250977
	Iteration 25Q: 3 clusters Score -321901.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -321925.656250 Penalty: 4180.250977
	Iteration 26Q: 3 clusters Score -321925.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -321954.156250 Penalty: 4180.250977
	Iteration 27Q: 3 clusters Score -321954.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -321983.968750 Penalty: 4180.250977
	Iteration 28Q: 3 clusters Score -321984 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -322019.562500 Penalty: 4180.250977
	Iteration 29Q: 3 clusters Score -322019.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -322061.625000 Penalty: 4180.250977
	Iteration 30Q: 3 clusters Score -322061.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -322106.812500 Penalty: 4180.250977
	Iteration 31Q: 3 clusters Score -322106.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -322157.250000 Penalty: 4180.250977
	Iteration 32Q: 3 clusters Score -322157.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -322220.156250 Penalty: 4180.250977
	Iteration 33Q: 3 clusters Score -322220.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -322280.843750 Penalty: 4180.250977
	Iteration 34Q: 3 clusters Score -322280.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -322334.187500 Penalty: 4180.250977
	Iteration 35Q: 3 clusters Score -322334.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -322375.343750 Penalty: 4180.250977
	Iteration 36Q: 3 clusters Score -322375.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -322405.625000 Penalty: 4180.250977
	Iteration 37Q: 3 clusters Score -322405.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -322435.875000 Penalty: 4180.250977
	Iteration 38Q: 3 clusters Score -322435.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -322467.968750 Penalty: 4180.250977
	Iteration 39Q: 3 clusters Score -322468 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -322498.562500 Penalty: 4180.250977
	Iteration 40F: 3 clusters Score -322498.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -322517.875000 Penalty: 4180.250977
	Iteration 41Q: 3 clusters Score -322517.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -322530.093750 Penalty: 4180.250977
	Iteration 42Q: 3 clusters Score -322530.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -322542.000000 Penalty: 4180.250977
	Iteration 43Q: 3 clusters Score -322542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -322549.375000 Penalty: 4180.250977
	Iteration 44Q: 3 clusters Score -322549.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -322557.812500 Penalty: 4180.250977
	Iteration 45Q: 3 clusters Score -322557.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -322566.062500 Penalty: 4180.250977
	Iteration 46Q: 3 clusters Score -322566.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -322575.156250 Penalty: 4180.250977
	Iteration 47Q: 3 clusters Score -322575.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -322583.156250 Penalty: 4180.250977
	Iteration 48Q: 3 clusters Score -322583.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -322588.250000 Penalty: 4180.250977
	Iteration 49Q: 3 clusters Score -322588.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -322594.125000 Penalty: 4180.250977
	Iteration 50Q: 3 clusters Score -322594.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -322598.718750 Penalty: 4180.250977
	Iteration 51Q: 3 clusters Score -322598.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -322602.281250 Penalty: 4180.250977
	Iteration 52Q: 3 clusters Score -322602.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -322605.187500 Penalty: 4180.250977
	Iteration 53Q: 3 clusters Score -322605.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -322608.812500 Penalty: 4180.250977
	Iteration 54Q: 3 clusters Score -322608.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -322612.531250 Penalty: 4180.250977
	Iteration 55Q: 3 clusters Score -322612.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -322614.406250 Penalty: 4180.250977
	Iteration 56Q: 3 clusters Score -322614.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -322617.875000 Penalty: 4180.250977
	Iteration 57Q: 3 clusters Score -322617.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -322619.281250 Penalty: 4180.250977
	Iteration 58Q: 3 clusters Score -322619.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -322619.375000 Penalty: 4180.250977
	Iteration 59Q: 3 clusters Score -322619.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -322618.906250 Penalty: 4180.250977
	Iteration 60F: 3 clusters Score -322618.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Entering Unmasked Estep 
Score: -108444.046875 Penalty: 1816.309937
	Iteration 0F: 2 clusters Score -108444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -106148.437500 Penalty: 3632.619873
	Iteration 0F: 3 clusters Score -106148.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -106535.500000 Penalty: 3632.619873
	Iteration 1F: 3 clusters Score -106535.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -106666.070312 Penalty: 3632.619873
	Iteration 2F: 3 clusters Score -106666.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -106725.078125 Penalty: 3632.619873
	Iteration 3Q: 3 clusters Score -106725.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -106766.578125 Penalty: 3632.619873
	Iteration 4Q: 3 clusters Score -106766.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -106794.703125 Penalty: 3632.619873
	Iteration 5Q: 3 clusters Score -106794.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -106808.539062 Penalty: 3632.619873
	Iteration 6Q: 3 clusters Score -106808.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -106821.859375 Penalty: 3632.619873
	Iteration 7Q: 3 clusters Score -106821.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -106838.070312 Penalty: 3632.619873
	Iteration 8Q: 3 clusters Score -106838.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -106855.515625 Penalty: 3632.619873
	Iteration 9Q: 3 clusters Score -106855.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -106870.585938 Penalty: 3632.619873
	Iteration 10Q: 3 clusters Score -106870.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -106884.156250 Penalty: 3632.619873
	Iteration 11Q: 3 clusters Score -106884.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -106899.789062 Penalty: 3632.619873
	Iteration 12Q: 3 clusters Score -106899.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -106915.359375 Penalty: 3632.619873
	Iteration 13Q: 3 clusters Score -106915.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -106928.828125 Penalty: 3632.619873
	Iteration 14Q: 3 clusters Score -106928.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -106937.773438 Penalty: 3632.619873
	Iteration 15Q: 3 clusters Score -106937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -106940.929688 Penalty: 3632.619873
	Iteration 16Q: 3 clusters Score -106940.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -106946.140625 Penalty: 3632.619873
	Iteration 17Q: 3 clusters Score -106946.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -106949.046875 Penalty: 3632.619873
	Iteration 18Q: 3 clusters Score -106949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -106949.851562 Penalty: 3632.619873
	Iteration 19Q: 3 clusters Score -106949.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -106950.375000 Penalty: 3632.619873
	Iteration 20F: 3 clusters Score -106950.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Entering Unmasked Estep 
Score: -233253.078125 Penalty: 2009.065674
	Iteration 0F: 2 clusters Score -233253.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -229832.015625 Penalty: 4018.131348
	Iteration 0F: 3 clusters Score -229832 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -230578.156250 Penalty: 4018.131348
	Iteration 1F: 3 clusters Score -230578.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -230768.171875 Penalty: 4018.131348
	Iteration 2F: 3 clusters Score -230768.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -230904.671875 Penalty: 4018.131348
	Iteration 3F: 3 clusters Score -230904.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -231009.265625 Penalty: 4018.131348
	Iteration 4Q: 3 clusters Score -231009.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -231070.937500 Penalty: 4018.131348
	Iteration 5Q: 3 clusters Score -231070.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -231110.531250 Penalty: 4018.131348
	Iteration 6Q: 3 clusters Score -231110.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -231140.421875 Penalty: 4018.131348
	Iteration 7Q: 3 clusters Score -231140.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -231167.562500 Penalty: 4018.131348
	Iteration 8Q: 3 clusters Score -231167.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -231190.796875 Penalty: 4018.131348
	Iteration 9Q: 3 clusters Score -231190.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -231206.500000 Penalty: 4018.131348
	Iteration 10Q: 3 clusters Score -231206.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -231214.796875 Penalty: 4018.131348
	Iteration 11Q: 3 clusters Score -231214.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -231224.484375 Penalty: 4018.131348
	Iteration 12Q: 3 clusters Score -231224.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -231236.765625 Penalty: 4018.131348
	Iteration 13Q: 3 clusters Score -231236.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -231248.296875 Penalty: 4018.131348
	Iteration 14Q: 3 clusters Score -231248.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -231260.031250 Penalty: 4018.131348
	Iteration 15Q: 3 clusters Score -231260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -231270.828125 Penalty: 4018.131348
	Iteration 16Q: 3 clusters Score -231270.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -231287.359375 Penalty: 4018.131348
	Iteration 17Q: 3 clusters Score -231287.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -231305.921875 Penalty: 4018.131348
	Iteration 18Q: 3 clusters Score -231305.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -231336.609375 Penalty: 4018.131348
	Iteration 19Q: 3 clusters Score -231336.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -231365.562500 Penalty: 4018.131348
	Iteration 20F: 3 clusters Score -231365.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -231396.468750 Penalty: 4018.131348
	Iteration 21Q: 3 clusters Score -231396.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -231421.375000 Penalty: 4018.131348
	Iteration 22Q: 3 clusters Score -231421.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -231452.343750 Penalty: 4018.131348
	Iteration 23Q: 3 clusters Score -231452.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -231476.406250 Penalty: 4018.131348
	Iteration 24Q: 3 clusters Score -231476.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -231495.781250 Penalty: 4018.131348
	Iteration 25Q: 3 clusters Score -231495.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -231513.562500 Penalty: 4018.131348
	Iteration 26Q: 3 clusters Score -231513.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -231533.390625 Penalty: 4018.131348
	Iteration 27Q: 3 clusters Score -231533.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -231557.984375 Penalty: 4018.131348
	Iteration 28Q: 3 clusters Score -231558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -231577.000000 Penalty: 4018.131348
	Iteration 29Q: 3 clusters Score -231577 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -231598.546875 Penalty: 4018.131348
	Iteration 30Q: 3 clusters Score -231598.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -231614.578125 Penalty: 4018.131348
	Iteration 31Q: 3 clusters Score -231614.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -231629.546875 Penalty: 4018.131348
	Iteration 32Q: 3 clusters Score -231629.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -231646.734375 Penalty: 4018.131348
	Iteration 33Q: 3 clusters Score -231646.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -231668.390625 Penalty: 4018.131348
	Iteration 34Q: 3 clusters Score -231668.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -231688.640625 Penalty: 4018.131348
	Iteration 35Q: 3 clusters Score -231688.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -231706.343750 Penalty: 4018.131348
	Iteration 36Q: 3 clusters Score -231706.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -231718.406250 Penalty: 4018.131348
	Iteration 37Q: 3 clusters Score -231718.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -231728.640625 Penalty: 4018.131348
	Iteration 38Q: 3 clusters Score -231728.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -231733.468750 Penalty: 4018.131348
	Iteration 39Q: 3 clusters Score -231733.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -231740.031250 Penalty: 4018.131348
	Iteration 40F: 3 clusters Score -231740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -231747.718750 Penalty: 4018.131348
	Iteration 41Q: 3 clusters Score -231747.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -231749.546875 Penalty: 4018.131348
	Iteration 42Q: 3 clusters Score -231749.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -231750.593750 Penalty: 4018.131348
	Iteration 43Q: 3 clusters Score -231750.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -231750.593750 Penalty: 4018.131348
	Iteration 44F: 3 clusters Score -231750.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Entering Unmasked Estep 
Score: -115879.992188 Penalty: 1878.363159
	Iteration 0F: 2 clusters Score -115880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -113294.664062 Penalty: 3756.726318
	Iteration 0F: 3 clusters Score -113294.7 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -113782.523438 Penalty: 3756.726318
	Iteration 1F: 3 clusters Score -113782.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -113969.914062 Penalty: 3756.726318
	Iteration 2F: 3 clusters Score -113969.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -114104.515625 Penalty: 3756.726318
	Iteration 3F: 3 clusters Score -114104.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -114209.562500 Penalty: 3756.726318
	Iteration 4Q: 3 clusters Score -114209.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -114282.625000 Penalty: 3756.726318
	Iteration 5Q: 3 clusters Score -114282.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -114367.578125 Penalty: 3756.726318
	Iteration 6Q: 3 clusters Score -114367.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -114417.359375 Penalty: 3756.726318
	Iteration 7Q: 3 clusters Score -114417.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -114455.828125 Penalty: 3756.726318
	Iteration 8Q: 3 clusters Score -114455.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -114488.726562 Penalty: 3756.726318
	Iteration 9Q: 3 clusters Score -114488.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -114519.289062 Penalty: 3756.726318
	Iteration 10Q: 3 clusters Score -114519.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -114542.070312 Penalty: 3756.726318
	Iteration 11Q: 3 clusters Score -114542.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -114550.796875 Penalty: 3756.726318
	Iteration 12Q: 3 clusters Score -114550.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -114558.882812 Penalty: 3756.726318
	Iteration 13Q: 3 clusters Score -114558.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -114562.960938 Penalty: 3756.726318
	Iteration 14Q: 3 clusters Score -114563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -114565.023438 Penalty: 3756.726318
	Iteration 15Q: 3 clusters Score -114565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -114566.218750 Penalty: 3756.726318
	Iteration 16Q: 3 clusters Score -114566.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -114566.539062 Penalty: 3756.726318
	Iteration 17Q: 3 clusters Score -114566.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -114566.539062 Penalty: 3756.726318
	Iteration 18F: 3 clusters Score -114566.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Entering Unmasked Estep 
Score: -113356.937500 Penalty: 1911.463013
	Iteration 0F: 2 clusters Score -113356.9 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 1108 members 
Entering Unmasked Estep 
Score: -110656.328125 Penalty: 3822.926025
	Iteration 0F: 3 clusters Score -110656.3 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -111297.000000 Penalty: 3822.926025
	Iteration 1F: 3 clusters Score -111297 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -111547.406250 Penalty: 3822.926025
	Iteration 2F: 3 clusters Score -111547.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -111709.789062 Penalty: 3822.926025
	Iteration 3F: 3 clusters Score -111709.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -111840.843750 Penalty: 3822.926025
	Iteration 4Q: 3 clusters Score -111840.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -111997.679688 Penalty: 3822.926025
	Iteration 5Q: 3 clusters Score -111997.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -112145.625000 Penalty: 3822.926025
	Iteration 6Q: 3 clusters Score -112145.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -112248.500000 Penalty: 3822.926025
	Iteration 7Q: 3 clusters Score -112248.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -112316.296875 Penalty: 3822.926025
	Iteration 8Q: 3 clusters Score -112316.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -112367.656250 Penalty: 3822.926025
	Iteration 9Q: 3 clusters Score -112367.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -112401.843750 Penalty: 3822.926025
	Iteration 10Q: 3 clusters Score -112401.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -112428.515625 Penalty: 3822.926025
	Iteration 11Q: 3 clusters Score -112428.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -112462.367188 Penalty: 3822.926025
	Iteration 12Q: 3 clusters Score -112462.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -112534.070312 Penalty: 3822.926025
	Iteration 13Q: 3 clusters Score -112534.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -112621.031250 Penalty: 3822.926025
	Iteration 14Q: 3 clusters Score -112621 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -112690.203125 Penalty: 3822.926025
	Iteration 15Q: 3 clusters Score -112690.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -112750.562500 Penalty: 3822.926025
	Iteration 16Q: 3 clusters Score -112750.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -112785.500000 Penalty: 3822.926025
	Iteration 17Q: 3 clusters Score -112785.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -112822.007812 Penalty: 3822.926025
	Iteration 18Q: 3 clusters Score -112822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -112876.968750 Penalty: 3822.926025
	Iteration 19Q: 3 clusters Score -112877 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -112941.554688 Penalty: 3822.926025
	Iteration 20F: 3 clusters Score -112941.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -112994.101562 Penalty: 3822.926025
	Iteration 21Q: 3 clusters Score -112994.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -113019.445312 Penalty: 3822.926025
	Iteration 22Q: 3 clusters Score -113019.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -113042.890625 Penalty: 3822.926025
	Iteration 23Q: 3 clusters Score -113042.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -113066.437500 Penalty: 3822.926025
	Iteration 24Q: 3 clusters Score -113066.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -113089.812500 Penalty: 3822.926025
	Iteration 25Q: 3 clusters Score -113089.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -113110.398438 Penalty: 3822.926025
	Iteration 26Q: 3 clusters Score -113110.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -113129.609375 Penalty: 3822.926025
	Iteration 27Q: 3 clusters Score -113129.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -113137.859375 Penalty: 3822.926025
	Iteration 28Q: 3 clusters Score -113137.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -113145.593750 Penalty: 3822.926025
	Iteration 29Q: 3 clusters Score -113145.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -113151.898438 Penalty: 3822.926025
	Iteration 30Q: 3 clusters Score -113151.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -113158.984375 Penalty: 3822.926025
	Iteration 31Q: 3 clusters Score -113159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -113166.507812 Penalty: 3822.926025
	Iteration 32Q: 3 clusters Score -113166.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -113171.710938 Penalty: 3822.926025
	Iteration 33Q: 3 clusters Score -113171.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -113175.757812 Penalty: 3822.926025
	Iteration 34Q: 3 clusters Score -113175.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -113182.328125 Penalty: 3822.926025
	Iteration 35Q: 3 clusters Score -113182.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -113184.281250 Penalty: 3822.926025
	Iteration 36Q: 3 clusters Score -113184.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -113184.773438 Penalty: 3822.926025
	Iteration 37Q: 3 clusters Score -113184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -113185.460938 Penalty: 3822.926025
	Iteration 38Q: 3 clusters Score -113185.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -113186.046875 Penalty: 3822.926025
	Iteration 39Q: 3 clusters Score -113186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -113186.781250 Penalty: 3822.926025
	Iteration 40F: 3 clusters Score -113186.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (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: -246046.359375 Penalty: 2021.316040
	Iteration 0F: 2 clusters Score -246046.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -242521.000000 Penalty: 4042.632080
	Iteration 0F: 3 clusters Score -242521 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -243324.968750 Penalty: 4042.632080
	Iteration 1F: 3 clusters Score -243325 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -243570.406250 Penalty: 4042.632080
	Iteration 2F: 3 clusters Score -243570.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -243808.578125 Penalty: 4042.632080
	Iteration 3F: 3 clusters Score -243808.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -244025.531250 Penalty: 4042.632080
	Iteration 4F: 3 clusters Score -244025.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -244293.890625 Penalty: 4042.632080
	Iteration 5Q: 3 clusters Score -244293.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -244561.406250 Penalty: 4042.632080
	Iteration 6F: 3 clusters Score -244561.4 nChanged 178
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: -244761.156250 Penalty: 4042.632080
	Iteration 7F: 3 clusters Score -244761.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -244927.937500 Penalty: 4042.632080
	Iteration 8Q: 3 clusters Score -244927.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -245079.500000 Penalty: 4042.632080
	Iteration 9Q: 3 clusters Score -245079.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -245209.531250 Penalty: 4042.632080
	Iteration 10Q: 3 clusters Score -245209.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -245313.625000 Penalty: 4042.632080
	Iteration 11Q: 3 clusters Score -245313.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -245398.750000 Penalty: 4042.632080
	Iteration 12Q: 3 clusters Score -245398.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -245440.812500 Penalty: 4042.632080
	Iteration 13Q: 3 clusters Score -245440.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -245474.671875 Penalty: 4042.632080
	Iteration 14Q: 3 clusters Score -245474.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -245507.859375 Penalty: 4042.632080
	Iteration 15Q: 3 clusters Score -245507.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -245529.703125 Penalty: 4042.632080
	Iteration 16Q: 3 clusters Score -245529.7 nChanged 29
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: -245543.218750 Penalty: 4042.632080
	Iteration 17Q: 3 clusters Score -245543.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -245554.953125 Penalty: 4042.632080
	Iteration 18Q: 3 clusters Score -245555 nChanged 22
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: -245567.593750 Penalty: 4042.632080
	Iteration 19Q: 3 clusters Score -245567.6 nChanged 16
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: -245575.671875 Penalty: 4042.632080
	Iteration 20F: 3 clusters Score -245575.7 nChanged 11
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: -245580.515625 Penalty: 4042.632080
	Iteration 21Q: 3 clusters Score -245580.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -245584.859375 Penalty: 4042.632080
	Iteration 22Q: 3 clusters Score -245584.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -245589.640625 Penalty: 4042.632080
	Iteration 23Q: 3 clusters Score -245589.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -245594.796875 Penalty: 4042.632080
	Iteration 24Q: 3 clusters Score -245594.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -245601.890625 Penalty: 4042.632080
	Iteration 25Q: 3 clusters Score -245601.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -245609.031250 Penalty: 4042.632080
	Iteration 26Q: 3 clusters Score -245609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -245616.437500 Penalty: 4042.632080
	Iteration 27Q: 3 clusters Score -245616.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -245626.312500 Penalty: 4042.632080
	Iteration 28Q: 3 clusters Score -245626.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -245633.828125 Penalty: 4042.632080
	Iteration 29Q: 3 clusters Score -245633.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -245643.046875 Penalty: 4042.632080
	Iteration 30Q: 3 clusters Score -245643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -245652.046875 Penalty: 4042.632080
	Iteration 31Q: 3 clusters Score -245652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -245662.203125 Penalty: 4042.632080
	Iteration 32Q: 3 clusters Score -245662.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -245670.609375 Penalty: 4042.632080
	Iteration 33Q: 3 clusters Score -245670.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -245680.812500 Penalty: 4042.632080
	Iteration 34Q: 3 clusters Score -245680.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -245685.640625 Penalty: 4042.632080
	Iteration 35Q: 3 clusters Score -245685.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -245689.062500 Penalty: 4042.632080
	Iteration 36Q: 3 clusters Score -245689.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -245689.687500 Penalty: 4042.632080
	Iteration 37Q: 3 clusters Score -245689.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -245690.046875 Penalty: 4042.632080
	Iteration 38Q: 3 clusters Score -245690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -245690.750000 Penalty: 4042.632080
	Iteration 39Q: 3 clusters Score -245690.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -245690.765625 Penalty: 4042.632080
	Iteration 40F: 3 clusters Score -245690.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -245691.187500 Penalty: 4042.632080
	Iteration 41Q: 3 clusters Score -245691.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -245691.187500 Penalty: 4042.632080
	Iteration 42F: 3 clusters Score -245691.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -59725.480469 Penalty: 1669.883667
	Iteration 0F: 2 clusters Score -59725.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -57954.972656 Penalty: 3339.767334
	Iteration 0F: 3 clusters Score -57954.97 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -58252.812500 Penalty: 3339.767334
	Iteration 1F: 3 clusters Score -58252.81 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -58357.500000 Penalty: 3339.767334
	Iteration 2F: 3 clusters Score -58357.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -58403.613281 Penalty: 3339.767334
	Iteration 3Q: 3 clusters Score -58403.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -58422.175781 Penalty: 3339.767334
	Iteration 4Q: 3 clusters Score -58422.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -58429.031250 Penalty: 3339.767334
	Iteration 5Q: 3 clusters Score -58429.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -58435.925781 Penalty: 3339.767334
	Iteration 6Q: 3 clusters Score -58435.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -58445.425781 Penalty: 3339.767334
	Iteration 7Q: 3 clusters Score -58445.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -58451.667969 Penalty: 3339.767334
	Iteration 8Q: 3 clusters Score -58451.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -58454.898438 Penalty: 3339.767334
	Iteration 9Q: 3 clusters Score -58454.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -58456.546875 Penalty: 3339.767334
	Iteration 10Q: 3 clusters Score -58456.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -58462.718750 Penalty: 3339.767334
	Iteration 11Q: 3 clusters Score -58462.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58467.132812 Penalty: 3339.767334
	Iteration 12Q: 3 clusters Score -58467.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -58468.238281 Penalty: 3339.767334
	Iteration 13Q: 3 clusters Score -58468.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58469.542969 Penalty: 3339.767334
	Iteration 14Q: 3 clusters Score -58469.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58469.542969 Penalty: 3339.767334
	Iteration 15F: 3 clusters Score -58469.54 nChanged 0
24->50 Clusters: Score -102304672.000000, best is -102302992.000000
THE BEST YET!

Starting from 25 clusters...
--- Clustering full data set of 1416018 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58933 members 
Mstep: Class 2 contains 59140 members 
Mstep: Class 3 contains 58875 members 
Mstep: Class 4 contains 58901 members 
Mstep: Class 5 contains 58916 members 
Mstep: Class 6 contains 58914 members 
Mstep: Class 7 contains 58939 members 
Mstep: Class 8 contains 59002 members 
Mstep: Class 9 contains 58939 members 
Mstep: Class 10 contains 58745 members 
Mstep: Class 11 contains 59388 members 
Mstep: Class 12 contains 58999 members 
Mstep: Class 13 contains 59176 members 
Mstep: Class 14 contains 59468 members 
Mstep: Class 15 contains 59205 members 
Mstep: Class 16 contains 58986 members 
Mstep: Class 17 contains 58851 members 
Mstep: Class 18 contains 59086 members 
Mstep: Class 19 contains 59094 members 
Mstep: Class 20 contains 59070 members 
Mstep: Class 21 contains 59150 members 
Mstep: Class 22 contains 58612 members 
Mstep: Class 23 contains 58889 members 
Mstep: Class 24 contains 58740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1311.977295 but Gain 3512.515625
Score: -93853768.000000 Penalty: 80787.804688
Iteration 0F: 24 clusters Score -9.385377e+07 nChanged 1348361
Entering Unmasked Mstep 
Mstep: Class 0 contains 3248 members 
Mstep: Class 2 contains 65905 members 
Mstep: Class 3 contains 65408 members 
Mstep: Class 4 contains 46508 members 
Mstep: Class 5 contains 45564 members 
Mstep: Class 6 contains 47131 members 
Mstep: Class 7 contains 45765 members 
Mstep: Class 8 contains 69529 members 
Mstep: Class 9 contains 89313 members 
Mstep: Class 10 contains 49076 members 
Mstep: Class 11 contains 76070 members 
Mstep: Class 12 contains 96134 members 
Mstep: Class 13 contains 54917 members 
Mstep: Class 14 contains 48863 members 
Mstep: Class 15 contains 32741 members 
Mstep: Class 16 contains 77987 members 
Mstep: Class 17 contains 50772 members 
Mstep: Class 18 contains 85289 members 
Mstep: Class 19 contains 56498 members 
Mstep: Class 20 contains 40492 members 
Mstep: Class 21 contains 63686 members 
Mstep: Class 22 contains 56786 members 
Mstep: Class 23 contains 69192 members 
Mstep: Class 24 contains 79144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98704416.000000 Penalty: 80787.804688
Iteration 1F: 24 clusters Score -9.870442e+07 nChanged 526401
Entering Unmasked Mstep 
Mstep: Class 0 contains 643 members 
Mstep: Class 2 contains 49406 members 
Mstep: Class 3 contains 64980 members 
Mstep: Class 4 contains 41582 members 
Mstep: Class 5 contains 44074 members 
Mstep: Class 6 contains 37728 members 
Mstep: Class 7 contains 31049 members 
Mstep: Class 8 contains 65181 members 
Mstep: Class 9 contains 134945 members 
Mstep: Class 10 contains 37023 members 
Mstep: Class 11 contains 64267 members 
Mstep: Class 12 contains 125769 members 
Mstep: Class 13 contains 51442 members 
Mstep: Class 14 contains 30536 members 
Mstep: Class 15 contains 20553 members 
Mstep: Class 16 contains 71677 members 
Mstep: Class 17 contains 65832 members 
Mstep: Class 18 contains 115797 members 
Mstep: Class 19 contains 61795 members 
Mstep: Class 20 contains 35422 members 
Mstep: Class 21 contains 55635 members 
Mstep: Class 22 contains 51696 members 
Mstep: Class 23 contains 56493 members 
Mstep: Class 24 contains 102493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99848304.000000 Penalty: 80787.804688
Iteration 2F: 24 clusters Score -9.98483e+07 nChanged 394845
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 2 contains 40862 members 
Mstep: Class 3 contains 70796 members 
Mstep: Class 4 contains 42969 members 
Mstep: Class 5 contains 45119 members 
Mstep: Class 6 contains 30423 members 
Mstep: Class 7 contains 20440 members 
Mstep: Class 8 contains 61591 members 
Mstep: Class 9 contains 180650 members 
Mstep: Class 10 contains 24999 members 
Mstep: Class 11 contains 55107 members 
Mstep: Class 12 contains 126279 members 
Mstep: Class 13 contains 45721 members 
Mstep: Class 14 contains 23230 members 
Mstep: Class 15 contains 16511 members 
Mstep: Class 16 contains 58588 members 
Mstep: Class 17 contains 90403 members 
Mstep: Class 18 contains 133399 members 
Mstep: Class 19 contains 53168 members 
Mstep: Class 20 contains 32213 members 
Mstep: Class 21 contains 47528 members 
Mstep: Class 22 contains 42856 members 
Mstep: Class 23 contains 64903 members 
Mstep: Class 24 contains 108148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100536600.000000 Penalty: 80787.804688
Iteration 3F: 24 clusters Score -1.005366e+08 nChanged 314957
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 2 contains 36202 members 
Mstep: Class 3 contains 82627 members 
Mstep: Class 4 contains 39811 members 
Mstep: Class 5 contains 41565 members 
Mstep: Class 6 contains 27460 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 8 contains 56248 members 
Mstep: Class 9 contains 242177 members 
Mstep: Class 10 contains 15598 members 
Mstep: Class 11 contains 49311 members 
Mstep: Class 12 contains 116231 members 
Mstep: Class 13 contains 40093 members 
Mstep: Class 14 contains 20753 members 
Mstep: Class 15 contains 14736 members 
Mstep: Class 16 contains 39285 members 
Mstep: Class 17 contains 105705 members 
Mstep: Class 18 contains 144998 members 
Mstep: Class 19 contains 39372 members 
Mstep: Class 20 contains 28211 members 
Mstep: Class 21 contains 42716 members 
Mstep: Class 22 contains 39961 members 
Mstep: Class 23 contains 72493 members 
Mstep: Class 24 contains 106899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100977952.000000 Penalty: 80787.804688
Iteration 4F: 24 clusters Score -1.00978e+08 nChanged 246535
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 2 contains 33859 members 
Mstep: Class 3 contains 92765 members 
Mstep: Class 4 contains 34114 members 
Mstep: Class 5 contains 33541 members 
Mstep: Class 6 contains 27012 members 
Mstep: Class 7 contains 10384 members 
Mstep: Class 8 contains 48298 members 
Mstep: Class 9 contains 291144 members 
Mstep: Class 10 contains 9784 members 
Mstep: Class 11 contains 42249 members 
Mstep: Class 12 contains 116180 members 
Mstep: Class 13 contains 34821 members 
Mstep: Class 14 contains 18233 members 
Mstep: Class 15 contains 13555 members 
Mstep: Class 16 contains 24371 members 
Mstep: Class 17 contains 109212 members 
Mstep: Class 18 contains 161862 members 
Mstep: Class 19 contains 26157 members 
Mstep: Class 20 contains 24760 members 
Mstep: Class 21 contains 42231 members 
Mstep: Class 22 contains 37875 members 
Mstep: Class 23 contains 72460 members 
Mstep: Class 24 contains 111090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101267696.000000 Penalty: 80787.804688
Iteration 5F: 24 clusters Score -1.012677e+08 nChanged 201647
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 31386 members 
Mstep: Class 3 contains 103061 members 
Mstep: Class 4 contains 27726 members 
Mstep: Class 5 contains 24901 members 
Mstep: Class 6 contains 27607 members 
Mstep: Class 7 contains 9225 members 
Mstep: Class 8 contains 38819 members 
Mstep: Class 9 contains 333532 members 
Mstep: Class 10 contains 6305 members 
Mstep: Class 11 contains 33337 members 
Mstep: Class 12 contains 115644 members 
Mstep: Class 13 contains 31207 members 
Mstep: Class 14 contains 15889 members 
Mstep: Class 15 contains 12569 members 
Mstep: Class 16 contains 14437 members 
Mstep: Class 17 contains 109177 members 
Mstep: Class 18 contains 180012 members 
Mstep: Class 19 contains 14860 members 
Mstep: Class 20 contains 22091 members 
Mstep: Class 21 contains 44386 members 
Mstep: Class 22 contains 36080 members 
Mstep: Class 23 contains 69334 members 
Mstep: Class 24 contains 114375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101476760.000000 Penalty: 80787.804688
Iteration 6F: 24 clusters Score -1.014768e+08 nChanged 161638
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 2 contains 29362 members 
Mstep: Class 3 contains 112257 members 
Mstep: Class 4 contains 22354 members 
Mstep: Class 5 contains 18192 members 
Mstep: Class 6 contains 28117 members 
Mstep: Class 7 contains 9192 members 
Mstep: Class 8 contains 29856 members 
Mstep: Class 9 contains 370562 members 
Mstep: Class 10 contains 4247 members 
Mstep: Class 11 contains 25182 members 
Mstep: Class 12 contains 112825 members 
Mstep: Class 13 contains 29307 members 
Mstep: Class 14 contains 14232 members 
Mstep: Class 15 contains 11565 members 
Mstep: Class 16 contains 8936 members 
Mstep: Class 17 contains 108126 members 
Mstep: Class 18 contains 192512 members 
Mstep: Class 19 contains 7982 members 
Mstep: Class 20 contains 20094 members 
Mstep: Class 21 contains 46430 members 
Mstep: Class 22 contains 34249 members 
Mstep: Class 23 contains 64224 members 
Mstep: Class 24 contains 116160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101620992.000000 Penalty: 80787.804688
Iteration 7F: 24 clusters Score -1.01621e+08 nChanged 123751
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 28143 members 
Mstep: Class 3 contains 119763 members 
Mstep: Class 4 contains 18642 members 
Mstep: Class 5 contains 13519 members 
Mstep: Class 6 contains 27902 members 
Mstep: Class 7 contains 9679 members 
Mstep: Class 8 contains 23111 members 
Mstep: Class 9 contains 401127 members 
Mstep: Class 10 contains 3150 members 
Mstep: Class 11 contains 19647 members 
Mstep: Class 12 contains 108191 members 
Mstep: Class 13 contains 28239 members 
Mstep: Class 14 contains 13284 members 
Mstep: Class 15 contains 10868 members 
Mstep: Class 16 contains 6490 members 
Mstep: Class 17 contains 106920 members 
Mstep: Class 18 contains 200494 members 
Mstep: Class 19 contains 4562 members 
Mstep: Class 20 contains 18479 members 
Mstep: Class 21 contains 47428 members 
Mstep: Class 22 contains 32045 members 
Mstep: Class 23 contains 57604 members 
Mstep: Class 24 contains 116683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3220.091797 but Gain 3512.515625
Score: -101716040.000000 Penalty: 77275.289062
Iteration 8F: 23 clusters Score -1.01716e+08 nChanged 98321
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 27509 members 
Mstep: Class 3 contains 125994 members 
Mstep: Class 4 contains 16308 members 
Mstep: Class 5 contains 10701 members 
Mstep: Class 6 contains 27076 members 
Mstep: Class 7 contains 10193 members 
Mstep: Class 8 contains 18751 members 
Mstep: Class 9 contains 425733 members 
Mstep: Class 10 contains 2572 members 
Mstep: Class 11 contains 16481 members 
Mstep: Class 12 contains 102551 members 
Mstep: Class 13 contains 28710 members 
Mstep: Class 14 contains 12940 members 
Mstep: Class 15 contains 10605 members 
Mstep: Class 16 contains 5760 members 
Mstep: Class 17 contains 105843 members 
Mstep: Class 18 contains 206513 members 
Mstep: Class 20 contains 17146 members 
Mstep: Class 21 contains 47837 members 
Mstep: Class 22 contains 29673 members 
Mstep: Class 23 contains 50516 members 
Mstep: Class 24 contains 116566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3360.416260 but Gain 3512.515625
Score: -101789128.000000 Penalty: 73762.773438
Iteration 9F: 22 clusters Score -1.017891e+08 nChanged 78532
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 27379 members 
Mstep: Class 3 contains 131679 members 
Mstep: Class 4 contains 14900 members 
Mstep: Class 5 contains 9043 members 
Mstep: Class 6 contains 26093 members 
Mstep: Class 7 contains 10431 members 
Mstep: Class 8 contains 16229 members 
Mstep: Class 9 contains 444506 members 
Mstep: Class 11 contains 14816 members 
Mstep: Class 12 contains 95930 members 
Mstep: Class 13 contains 29495 members 
Mstep: Class 14 contains 13098 members 
Mstep: Class 15 contains 10587 members 
Mstep: Class 16 contains 5838 members 
Mstep: Class 17 contains 104713 members 
Mstep: Class 18 contains 209975 members 
Mstep: Class 20 contains 16114 members 
Mstep: Class 21 contains 47978 members 
Mstep: Class 22 contains 27400 members 
Mstep: Class 23 contains 43772 members 
Mstep: Class 24 contains 116009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101845144.000000 Penalty: 73762.773438
Iteration 10F: 22 clusters Score -1.018451e+08 nChanged 64251
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 28121 members 
Mstep: Class 3 contains 137186 members 
Mstep: Class 4 contains 13858 members 
Mstep: Class 5 contains 8072 members 
Mstep: Class 6 contains 24983 members 
Mstep: Class 7 contains 10356 members 
Mstep: Class 8 contains 14509 members 
Mstep: Class 9 contains 458746 members 
Mstep: Class 11 contains 14212 members 
Mstep: Class 12 contains 88512 members 
Mstep: Class 13 contains 29924 members 
Mstep: Class 14 contains 13558 members 
Mstep: Class 15 contains 10618 members 
Mstep: Class 16 contains 6374 members 
Mstep: Class 17 contains 103341 members 
Mstep: Class 18 contains 211904 members 
Mstep: Class 20 contains 15257 members 
Mstep: Class 21 contains 47782 members 
Mstep: Class 22 contains 25135 members 
Mstep: Class 23 contains 38175 members 
Mstep: Class 24 contains 115362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101885216.000000 Penalty: 73762.773438
Iteration 11Q: 22 clusters Score -1.018852e+08 nChanged 55728
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 29557 members 
Mstep: Class 3 contains 142966 members 
Mstep: Class 4 contains 13023 members 
Mstep: Class 5 contains 7531 members 
Mstep: Class 6 contains 24014 members 
Mstep: Class 7 contains 10240 members 
Mstep: Class 8 contains 13200 members 
Mstep: Class 9 contains 470079 members 
Mstep: Class 11 contains 14366 members 
Mstep: Class 12 contains 80768 members 
Mstep: Class 13 contains 30292 members 
Mstep: Class 14 contains 13988 members 
Mstep: Class 15 contains 10610 members 
Mstep: Class 16 contains 7124 members 
Mstep: Class 17 contains 101635 members 
Mstep: Class 18 contains 212990 members 
Mstep: Class 20 contains 14621 members 
Mstep: Class 21 contains 47621 members 
Mstep: Class 22 contains 22990 members 
Mstep: Class 23 contains 33839 members 
Mstep: Class 24 contains 114532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101917672.000000 Penalty: 73762.773438
Iteration 12Q: 22 clusters Score -1.019177e+08 nChanged 49640
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 31350 members 
Mstep: Class 3 contains 148473 members 
Mstep: Class 4 contains 12141 members 
Mstep: Class 5 contains 7375 members 
Mstep: Class 6 contains 23188 members 
Mstep: Class 7 contains 10155 members 
Mstep: Class 8 contains 12179 members 
Mstep: Class 9 contains 479387 members 
Mstep: Class 11 contains 14669 members 
Mstep: Class 12 contains 73132 members 
Mstep: Class 13 contains 30581 members 
Mstep: Class 14 contains 14366 members 
Mstep: Class 15 contains 10584 members 
Mstep: Class 16 contains 7941 members 
Mstep: Class 17 contains 99585 members 
Mstep: Class 18 contains 213701 members 
Mstep: Class 20 contains 14169 members 
Mstep: Class 21 contains 47484 members 
Mstep: Class 22 contains 21162 members 
Mstep: Class 23 contains 30770 members 
Mstep: Class 24 contains 113595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101947040.000000 Penalty: 73762.773438
Iteration 13Q: 22 clusters Score -1.01947e+08 nChanged 44382
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 33223 members 
Mstep: Class 3 contains 153541 members 
Mstep: Class 4 contains 11577 members 
Mstep: Class 5 contains 7209 members 
Mstep: Class 6 contains 22468 members 
Mstep: Class 7 contains 10034 members 
Mstep: Class 8 contains 11420 members 
Mstep: Class 9 contains 486443 members 
Mstep: Class 11 contains 15031 members 
Mstep: Class 12 contains 66201 members 
Mstep: Class 13 contains 30978 members 
Mstep: Class 14 contains 14631 members 
Mstep: Class 15 contains 10507 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 97144 members 
Mstep: Class 18 contains 214192 members 
Mstep: Class 20 contains 13823 members 
Mstep: Class 21 contains 47418 members 
Mstep: Class 22 contains 19719 members 
Mstep: Class 23 contains 28628 members 
Mstep: Class 24 contains 112981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101972416.000000 Penalty: 73762.773438
Iteration 14Q: 22 clusters Score -1.019724e+08 nChanged 39958
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 35068 members 
Mstep: Class 3 contains 158174 members 
Mstep: Class 4 contains 11246 members 
Mstep: Class 5 contains 6943 members 
Mstep: Class 6 contains 21868 members 
Mstep: Class 7 contains 9947 members 
Mstep: Class 8 contains 10898 members 
Mstep: Class 9 contains 491045 members 
Mstep: Class 11 contains 15307 members 
Mstep: Class 12 contains 60416 members 
Mstep: Class 13 contains 31450 members 
Mstep: Class 14 contains 14907 members 
Mstep: Class 15 contains 10396 members 
Mstep: Class 16 contains 9722 members 
Mstep: Class 17 contains 94275 members 
Mstep: Class 18 contains 214546 members 
Mstep: Class 20 contains 13510 members 
Mstep: Class 21 contains 47426 members 
Mstep: Class 22 contains 18770 members 
Mstep: Class 23 contains 27328 members 
Mstep: Class 24 contains 112748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -101994176.000000 Penalty: 73762.773438
Iteration 15Q: 22 clusters Score -1.019942e+08 nChanged 35946
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 36907 members 
Mstep: Class 3 contains 162519 members 
Mstep: Class 4 contains 10992 members 
Mstep: Class 5 contains 6790 members 
Mstep: Class 6 contains 21321 members 
Mstep: Class 7 contains 9879 members 
Mstep: Class 8 contains 10572 members 
Mstep: Class 9 contains 493457 members 
Mstep: Class 11 contains 15517 members 
Mstep: Class 12 contains 55894 members 
Mstep: Class 13 contains 31901 members 
Mstep: Class 14 contains 15185 members 
Mstep: Class 15 contains 10279 members 
Mstep: Class 16 contains 10605 members 
Mstep: Class 17 contains 91080 members 
Mstep: Class 18 contains 214765 members 
Mstep: Class 20 contains 13226 members 
Mstep: Class 21 contains 47504 members 
Mstep: Class 22 contains 18128 members 
Mstep: Class 23 contains 26521 members 
Mstep: Class 24 contains 112948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102013184.000000 Penalty: 73762.773438
Iteration 16Q: 22 clusters Score -1.020132e+08 nChanged 32422
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 38744 members 
Mstep: Class 3 contains 166697 members 
Mstep: Class 4 contains 10798 members 
Mstep: Class 5 contains 6714 members 
Mstep: Class 6 contains 20826 members 
Mstep: Class 7 contains 9832 members 
Mstep: Class 8 contains 10520 members 
Mstep: Class 9 contains 493992 members 
Mstep: Class 11 contains 15715 members 
Mstep: Class 12 contains 52396 members 
Mstep: Class 13 contains 32353 members 
Mstep: Class 14 contains 15431 members 
Mstep: Class 15 contains 10194 members 
Mstep: Class 16 contains 11518 members 
Mstep: Class 17 contains 87557 members 
Mstep: Class 18 contains 214864 members 
Mstep: Class 20 contains 12987 members 
Mstep: Class 21 contains 47512 members 
Mstep: Class 22 contains 17867 members 
Mstep: Class 23 contains 26009 members 
Mstep: Class 24 contains 113464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102027752.000000 Penalty: 73762.773438
Iteration 17Q: 22 clusters Score -1.020278e+08 nChanged 28446
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 40523 members 
Mstep: Class 3 contains 170559 members 
Mstep: Class 4 contains 10642 members 
Mstep: Class 5 contains 6743 members 
Mstep: Class 6 contains 20479 members 
Mstep: Class 7 contains 9870 members 
Mstep: Class 8 contains 10720 members 
Mstep: Class 9 contains 492976 members 
Mstep: Class 11 contains 15865 members 
Mstep: Class 12 contains 49893 members 
Mstep: Class 13 contains 32809 members 
Mstep: Class 14 contains 15587 members 
Mstep: Class 15 contains 10095 members 
Mstep: Class 16 contains 12440 members 
Mstep: Class 17 contains 83937 members 
Mstep: Class 18 contains 214903 members 
Mstep: Class 20 contains 12854 members 
Mstep: Class 21 contains 47404 members 
Mstep: Class 22 contains 17734 members 
Mstep: Class 23 contains 25722 members 
Mstep: Class 24 contains 114234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102039352.000000 Penalty: 73762.773438
Iteration 18Q: 22 clusters Score -1.020394e+08 nChanged 25515
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 42271 members 
Mstep: Class 3 contains 174152 members 
Mstep: Class 4 contains 10503 members 
Mstep: Class 5 contains 6830 members 
Mstep: Class 6 contains 20193 members 
Mstep: Class 7 contains 9915 members 
Mstep: Class 8 contains 11177 members 
Mstep: Class 9 contains 490933 members 
Mstep: Class 11 contains 16037 members 
Mstep: Class 12 contains 48238 members 
Mstep: Class 13 contains 33213 members 
Mstep: Class 14 contains 15712 members 
Mstep: Class 15 contains 10002 members 
Mstep: Class 16 contains 13444 members 
Mstep: Class 17 contains 80130 members 
Mstep: Class 18 contains 214908 members 
Mstep: Class 20 contains 12791 members 
Mstep: Class 21 contains 47242 members 
Mstep: Class 22 contains 17720 members 
Mstep: Class 23 contains 25587 members 
Mstep: Class 24 contains 114992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102049856.000000 Penalty: 73762.773438
Iteration 19Q: 22 clusters Score -1.020499e+08 nChanged 22891
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 43907 members 
Mstep: Class 3 contains 177458 members 
Mstep: Class 4 contains 10386 members 
Mstep: Class 5 contains 6896 members 
Mstep: Class 6 contains 19940 members 
Mstep: Class 7 contains 9941 members 
Mstep: Class 8 contains 11861 members 
Mstep: Class 9 contains 488325 members 
Mstep: Class 11 contains 16206 members 
Mstep: Class 12 contains 47320 members 
Mstep: Class 13 contains 33635 members 
Mstep: Class 14 contains 15831 members 
Mstep: Class 15 contains 9916 members 
Mstep: Class 16 contains 14497 members 
Mstep: Class 17 contains 76319 members 
Mstep: Class 18 contains 214875 members 
Mstep: Class 20 contains 12754 members 
Mstep: Class 21 contains 47061 members 
Mstep: Class 22 contains 17772 members 
Mstep: Class 23 contains 25516 members 
Mstep: Class 24 contains 115574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102058576.000000 Penalty: 73762.773438
Iteration 20F: 22 clusters Score -1.020586e+08 nChanged 21932
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 45679 members 
Mstep: Class 3 contains 180472 members 
Mstep: Class 4 contains 10288 members 
Mstep: Class 5 contains 6957 members 
Mstep: Class 6 contains 19704 members 
Mstep: Class 7 contains 9901 members 
Mstep: Class 8 contains 13090 members 
Mstep: Class 9 contains 485118 members 
Mstep: Class 11 contains 16398 members 
Mstep: Class 12 contains 46930 members 
Mstep: Class 13 contains 34089 members 
Mstep: Class 14 contains 16465 members 
Mstep: Class 15 contains 9797 members 
Mstep: Class 16 contains 15522 members 
Mstep: Class 17 contains 72521 members 
Mstep: Class 18 contains 214820 members 
Mstep: Class 20 contains 12217 members 
Mstep: Class 21 contains 46742 members 
Mstep: Class 22 contains 17944 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 115872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102067440.000000 Penalty: 73762.773438
Iteration 21Q: 22 clusters Score -1.020674e+08 nChanged 21109
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 47507 members 
Mstep: Class 3 contains 183192 members 
Mstep: Class 4 contains 10207 members 
Mstep: Class 5 contains 6993 members 
Mstep: Class 6 contains 19533 members 
Mstep: Class 7 contains 9920 members 
Mstep: Class 8 contains 14552 members 
Mstep: Class 9 contains 481762 members 
Mstep: Class 11 contains 16605 members 
Mstep: Class 12 contains 46770 members 
Mstep: Class 13 contains 34571 members 
Mstep: Class 14 contains 17216 members 
Mstep: Class 15 contains 9654 members 
Mstep: Class 16 contains 16682 members 
Mstep: Class 17 contains 68770 members 
Mstep: Class 18 contains 214738 members 
Mstep: Class 20 contains 11492 members 
Mstep: Class 21 contains 46416 members 
Mstep: Class 22 contains 18099 members 
Mstep: Class 23 contains 25425 members 
Mstep: Class 24 contains 115886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102075456.000000 Penalty: 73762.773438
Iteration 22Q: 22 clusters Score -1.020755e+08 nChanged 20079
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 49392 members 
Mstep: Class 3 contains 185993 members 
Mstep: Class 4 contains 10133 members 
Mstep: Class 5 contains 7007 members 
Mstep: Class 6 contains 19472 members 
Mstep: Class 7 contains 9942 members 
Mstep: Class 8 contains 16326 members 
Mstep: Class 9 contains 478138 members 
Mstep: Class 11 contains 16798 members 
Mstep: Class 12 contains 46730 members 
Mstep: Class 13 contains 34922 members 
Mstep: Class 14 contains 18019 members 
Mstep: Class 15 contains 9525 members 
Mstep: Class 16 contains 17826 members 
Mstep: Class 17 contains 65177 members 
Mstep: Class 18 contains 214665 members 
Mstep: Class 20 contains 10650 members 
Mstep: Class 21 contains 46130 members 
Mstep: Class 22 contains 18278 members 
Mstep: Class 23 contains 25299 members 
Mstep: Class 24 contains 115568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102083544.000000 Penalty: 73762.773438
Iteration 23Q: 22 clusters Score -1.020835e+08 nChanged 19249
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 51283 members 
Mstep: Class 3 contains 188855 members 
Mstep: Class 4 contains 10053 members 
Mstep: Class 5 contains 7016 members 
Mstep: Class 6 contains 19453 members 
Mstep: Class 7 contains 9974 members 
Mstep: Class 8 contains 18305 members 
Mstep: Class 9 contains 474319 members 
Mstep: Class 11 contains 17003 members 
Mstep: Class 12 contains 46844 members 
Mstep: Class 13 contains 35159 members 
Mstep: Class 14 contains 18361 members 
Mstep: Class 15 contains 9389 members 
Mstep: Class 16 contains 18897 members 
Mstep: Class 17 contains 61635 members 
Mstep: Class 18 contains 214604 members 
Mstep: Class 20 contains 10225 members 
Mstep: Class 21 contains 45865 members 
Mstep: Class 22 contains 18445 members 
Mstep: Class 23 contains 25173 members 
Mstep: Class 24 contains 115133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102089976.000000 Penalty: 73762.773438
Iteration 24Q: 22 clusters Score -1.0209e+08 nChanged 18474
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 53114 members 
Mstep: Class 3 contains 191635 members 
Mstep: Class 4 contains 9959 members 
Mstep: Class 5 contains 7002 members 
Mstep: Class 6 contains 19439 members 
Mstep: Class 7 contains 9991 members 
Mstep: Class 8 contains 20544 members 
Mstep: Class 9 contains 470127 members 
Mstep: Class 11 contains 17225 members 
Mstep: Class 12 contains 47100 members 
Mstep: Class 13 contains 35389 members 
Mstep: Class 14 contains 18529 members 
Mstep: Class 15 contains 9273 members 
Mstep: Class 16 contains 19895 members 
Mstep: Class 17 contains 58255 members 
Mstep: Class 18 contains 214552 members 
Mstep: Class 20 contains 10027 members 
Mstep: Class 21 contains 45619 members 
Mstep: Class 22 contains 18590 members 
Mstep: Class 23 contains 25043 members 
Mstep: Class 24 contains 114682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102094720.000000 Penalty: 73762.773438
Iteration 25Q: 22 clusters Score -1.020947e+08 nChanged 18197
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 54809 members 
Mstep: Class 3 contains 194600 members 
Mstep: Class 4 contains 9865 members 
Mstep: Class 5 contains 6989 members 
Mstep: Class 6 contains 19410 members 
Mstep: Class 7 contains 10003 members 
Mstep: Class 8 contains 22957 members 
Mstep: Class 9 contains 465763 members 
Mstep: Class 11 contains 17440 members 
Mstep: Class 12 contains 47372 members 
Mstep: Class 13 contains 35588 members 
Mstep: Class 14 contains 18613 members 
Mstep: Class 15 contains 9193 members 
Mstep: Class 16 contains 20850 members 
Mstep: Class 17 contains 54936 members 
Mstep: Class 18 contains 214511 members 
Mstep: Class 20 contains 9905 members 
Mstep: Class 21 contains 45285 members 
Mstep: Class 22 contains 18732 members 
Mstep: Class 23 contains 24895 members 
Mstep: Class 24 contains 114274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102101360.000000 Penalty: 73762.773438
Iteration 26Q: 22 clusters Score -1.021014e+08 nChanged 18380
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 56479 members 
Mstep: Class 3 contains 197546 members 
Mstep: Class 4 contains 9769 members 
Mstep: Class 5 contains 6966 members 
Mstep: Class 6 contains 19357 members 
Mstep: Class 7 contains 10023 members 
Mstep: Class 8 contains 25429 members 
Mstep: Class 9 contains 461033 members 
Mstep: Class 11 contains 17648 members 
Mstep: Class 12 contains 47697 members 
Mstep: Class 13 contains 35785 members 
Mstep: Class 14 contains 18705 members 
Mstep: Class 15 contains 9130 members 
Mstep: Class 16 contains 21736 members 
Mstep: Class 17 contains 51624 members 
Mstep: Class 18 contains 214482 members 
Mstep: Class 20 contains 9835 members 
Mstep: Class 21 contains 44959 members 
Mstep: Class 22 contains 18887 members 
Mstep: Class 23 contains 24671 members 
Mstep: Class 24 contains 114228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102106224.000000 Penalty: 73762.773438
Iteration 27Q: 22 clusters Score -1.021062e+08 nChanged 17953
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 58028 members 
Mstep: Class 3 contains 200363 members 
Mstep: Class 4 contains 9698 members 
Mstep: Class 5 contains 6948 members 
Mstep: Class 6 contains 19310 members 
Mstep: Class 7 contains 10033 members 
Mstep: Class 8 contains 27743 members 
Mstep: Class 9 contains 456085 members 
Mstep: Class 11 contains 17839 members 
Mstep: Class 12 contains 47970 members 
Mstep: Class 13 contains 35988 members 
Mstep: Class 14 contains 18766 members 
Mstep: Class 15 contains 9093 members 
Mstep: Class 16 contains 22525 members 
Mstep: Class 17 contains 48405 members 
Mstep: Class 18 contains 214459 members 
Mstep: Class 20 contains 9781 members 
Mstep: Class 21 contains 44648 members 
Mstep: Class 22 contains 19044 members 
Mstep: Class 23 contains 24453 members 
Mstep: Class 24 contains 114810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102112480.000000 Penalty: 73762.773438
Iteration 28Q: 22 clusters Score -1.021125e+08 nChanged 17107
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 59576 members 
Mstep: Class 3 contains 202951 members 
Mstep: Class 4 contains 9638 members 
Mstep: Class 5 contains 6947 members 
Mstep: Class 6 contains 19227 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 29739 members 
Mstep: Class 9 contains 450885 members 
Mstep: Class 11 contains 18028 members 
Mstep: Class 12 contains 48276 members 
Mstep: Class 13 contains 36141 members 
Mstep: Class 14 contains 18788 members 
Mstep: Class 15 contains 9052 members 
Mstep: Class 16 contains 23213 members 
Mstep: Class 17 contains 45310 members 
Mstep: Class 18 contains 214452 members 
Mstep: Class 20 contains 9742 members 
Mstep: Class 21 contains 44367 members 
Mstep: Class 22 contains 19244 members 
Mstep: Class 23 contains 24203 members 
Mstep: Class 24 contains 116148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102118264.000000 Penalty: 73762.773438
Iteration 29Q: 22 clusters Score -1.021183e+08 nChanged 16122
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 61047 members 
Mstep: Class 3 contains 205450 members 
Mstep: Class 4 contains 9581 members 
Mstep: Class 5 contains 6938 members 
Mstep: Class 6 contains 19135 members 
Mstep: Class 7 contains 10102 members 
Mstep: Class 8 contains 31283 members 
Mstep: Class 9 contains 445366 members 
Mstep: Class 11 contains 18214 members 
Mstep: Class 12 contains 48601 members 
Mstep: Class 13 contains 36271 members 
Mstep: Class 14 contains 18815 members 
Mstep: Class 15 contains 9019 members 
Mstep: Class 16 contains 23830 members 
Mstep: Class 17 contains 42330 members 
Mstep: Class 18 contains 214447 members 
Mstep: Class 20 contains 9715 members 
Mstep: Class 21 contains 44121 members 
Mstep: Class 22 contains 19481 members 
Mstep: Class 23 contains 23915 members 
Mstep: Class 24 contains 118328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102121896.000000 Penalty: 73762.773438
Iteration 30Q: 22 clusters Score -1.021219e+08 nChanged 15006
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 62487 members 
Mstep: Class 3 contains 207802 members 
Mstep: Class 4 contains 9536 members 
Mstep: Class 5 contains 6920 members 
Mstep: Class 6 contains 19044 members 
Mstep: Class 7 contains 10104 members 
Mstep: Class 8 contains 32413 members 
Mstep: Class 9 contains 439634 members 
Mstep: Class 11 contains 18384 members 
Mstep: Class 12 contains 48904 members 
Mstep: Class 13 contains 36436 members 
Mstep: Class 14 contains 18803 members 
Mstep: Class 15 contains 8987 members 
Mstep: Class 16 contains 24353 members 
Mstep: Class 17 contains 39599 members 
Mstep: Class 18 contains 214441 members 
Mstep: Class 20 contains 9698 members 
Mstep: Class 21 contains 43921 members 
Mstep: Class 22 contains 19782 members 
Mstep: Class 23 contains 23613 members 
Mstep: Class 24 contains 121128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102125512.000000 Penalty: 73762.773438
Iteration 31Q: 22 clusters Score -1.021255e+08 nChanged 13671
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 63875 members 
Mstep: Class 3 contains 209792 members 
Mstep: Class 4 contains 9500 members 
Mstep: Class 5 contains 6917 members 
Mstep: Class 6 contains 18991 members 
Mstep: Class 7 contains 10134 members 
Mstep: Class 8 contains 33276 members 
Mstep: Class 9 contains 433880 members 
Mstep: Class 11 contains 18524 members 
Mstep: Class 12 contains 49232 members 
Mstep: Class 13 contains 36614 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 8959 members 
Mstep: Class 16 contains 24816 members 
Mstep: Class 17 contains 37141 members 
Mstep: Class 18 contains 214438 members 
Mstep: Class 20 contains 9679 members 
Mstep: Class 21 contains 43770 members 
Mstep: Class 22 contains 20169 members 
Mstep: Class 23 contains 23281 members 
Mstep: Class 24 contains 124310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102128864.000000 Penalty: 73762.773438
Iteration 32Q: 22 clusters Score -1.021289e+08 nChanged 12602
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 65194 members 
Mstep: Class 3 contains 211646 members 
Mstep: Class 4 contains 9466 members 
Mstep: Class 5 contains 6922 members 
Mstep: Class 6 contains 18924 members 
Mstep: Class 7 contains 10163 members 
Mstep: Class 8 contains 33872 members 
Mstep: Class 9 contains 428132 members 
Mstep: Class 11 contains 18646 members 
Mstep: Class 12 contains 49574 members 
Mstep: Class 13 contains 36812 members 
Mstep: Class 14 contains 18512 members 
Mstep: Class 15 contains 8927 members 
Mstep: Class 16 contains 25214 members 
Mstep: Class 17 contains 35029 members 
Mstep: Class 18 contains 214425 members 
Mstep: Class 20 contains 9666 members 
Mstep: Class 21 contains 43645 members 
Mstep: Class 22 contains 20593 members 
Mstep: Class 23 contains 22978 members 
Mstep: Class 24 contains 127649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102132320.000000 Penalty: 73762.773438
Iteration 33Q: 22 clusters Score -1.021323e+08 nChanged 11595
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 66460 members 
Mstep: Class 3 contains 213322 members 
Mstep: Class 4 contains 9432 members 
Mstep: Class 5 contains 6923 members 
Mstep: Class 6 contains 18915 members 
Mstep: Class 7 contains 10209 members 
Mstep: Class 8 contains 34303 members 
Mstep: Class 9 contains 422402 members 
Mstep: Class 11 contains 18753 members 
Mstep: Class 12 contains 49920 members 
Mstep: Class 13 contains 36971 members 
Mstep: Class 14 contains 18216 members 
Mstep: Class 15 contains 8893 members 
Mstep: Class 16 contains 25561 members 
Mstep: Class 17 contains 33274 members 
Mstep: Class 18 contains 214410 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 43537 members 
Mstep: Class 22 contains 21085 members 
Mstep: Class 23 contains 22766 members 
Mstep: Class 24 contains 130995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102135256.000000 Penalty: 73762.773438
Iteration 34Q: 22 clusters Score -1.021353e+08 nChanged 10686
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 67631 members 
Mstep: Class 3 contains 214781 members 
Mstep: Class 4 contains 9390 members 
Mstep: Class 5 contains 6931 members 
Mstep: Class 6 contains 18947 members 
Mstep: Class 7 contains 10256 members 
Mstep: Class 8 contains 34616 members 
Mstep: Class 9 contains 416864 members 
Mstep: Class 11 contains 18839 members 
Mstep: Class 12 contains 50319 members 
Mstep: Class 13 contains 37123 members 
Mstep: Class 14 contains 17842 members 
Mstep: Class 15 contains 8853 members 
Mstep: Class 16 contains 25841 members 
Mstep: Class 17 contains 31791 members 
Mstep: Class 18 contains 214406 members 
Mstep: Class 20 contains 9626 members 
Mstep: Class 21 contains 43427 members 
Mstep: Class 22 contains 21593 members 
Mstep: Class 23 contains 22641 members 
Mstep: Class 24 contains 134272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102136496.000000 Penalty: 73762.773438
Iteration 35Q: 22 clusters Score -1.021365e+08 nChanged 9693
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 68779 members 
Mstep: Class 3 contains 216076 members 
Mstep: Class 4 contains 9352 members 
Mstep: Class 5 contains 6950 members 
Mstep: Class 6 contains 19018 members 
Mstep: Class 7 contains 10279 members 
Mstep: Class 8 contains 34862 members 
Mstep: Class 9 contains 411456 members 
Mstep: Class 11 contains 18914 members 
Mstep: Class 12 contains 50715 members 
Mstep: Class 13 contains 37253 members 
Mstep: Class 14 contains 17369 members 
Mstep: Class 15 contains 8820 members 
Mstep: Class 16 contains 26079 members 
Mstep: Class 17 contains 30637 members 
Mstep: Class 18 contains 214407 members 
Mstep: Class 20 contains 9619 members 
Mstep: Class 21 contains 43333 members 
Mstep: Class 22 contains 22042 members 
Mstep: Class 23 contains 22616 members 
Mstep: Class 24 contains 137413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102138624.000000 Penalty: 73762.773438
Iteration 36Q: 22 clusters Score -1.021386e+08 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 69876 members 
Mstep: Class 3 contains 217263 members 
Mstep: Class 4 contains 9315 members 
Mstep: Class 5 contains 6969 members 
Mstep: Class 6 contains 19105 members 
Mstep: Class 7 contains 10268 members 
Mstep: Class 8 contains 35052 members 
Mstep: Class 9 contains 406082 members 
Mstep: Class 11 contains 18987 members 
Mstep: Class 12 contains 51102 members 
Mstep: Class 13 contains 37402 members 
Mstep: Class 14 contains 16902 members 
Mstep: Class 15 contains 8777 members 
Mstep: Class 16 contains 26285 members 
Mstep: Class 17 contains 29790 members 
Mstep: Class 18 contains 214403 members 
Mstep: Class 20 contains 9613 members 
Mstep: Class 21 contains 43238 members 
Mstep: Class 22 contains 22421 members 
Mstep: Class 23 contains 22639 members 
Mstep: Class 24 contains 140500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102140456.000000 Penalty: 73762.773438
Iteration 37Q: 22 clusters Score -1.021405e+08 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 70903 members 
Mstep: Class 3 contains 218301 members 
Mstep: Class 4 contains 9270 members 
Mstep: Class 5 contains 6990 members 
Mstep: Class 6 contains 19210 members 
Mstep: Class 7 contains 10249 members 
Mstep: Class 8 contains 35202 members 
Mstep: Class 9 contains 401098 members 
Mstep: Class 11 contains 19064 members 
Mstep: Class 12 contains 51450 members 
Mstep: Class 13 contains 37541 members 
Mstep: Class 14 contains 16512 members 
Mstep: Class 15 contains 8746 members 
Mstep: Class 16 contains 26473 members 
Mstep: Class 17 contains 29144 members 
Mstep: Class 18 contains 214400 members 
Mstep: Class 20 contains 9608 members 
Mstep: Class 21 contains 43151 members 
Mstep: Class 22 contains 22688 members 
Mstep: Class 23 contains 22668 members 
Mstep: Class 24 contains 143321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102142032.000000 Penalty: 73762.773438
Iteration 38Q: 22 clusters Score -1.02142e+08 nChanged 7164
Entering ConstructFrom: 
Score: -102142032.000000 Penalty: 73762.773438
Entering ConstructFrom: 
Trying to split cluster 2 (71854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71854 members 
Entering Unmasked Estep 
Score: -5480367.500000 Penalty: 2773.232910
	Iteration 0F: 2 clusters Score -5480368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -5432316.500000 Penalty: 5546.465820
	Iteration 0F: 3 clusters Score -5432316 nChanged 33623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -5451483.500000 Penalty: 5546.465820
	Iteration 1F: 3 clusters Score -5451484 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -5452148.000000 Penalty: 5546.465820
	Iteration 2Q: 3 clusters Score -5452148 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -5452966.500000 Penalty: 5546.465820
	Iteration 3Q: 3 clusters Score -5452966 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -5453878.000000 Penalty: 5546.465820
	Iteration 4Q: 3 clusters Score -5453878 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -5455156.000000 Penalty: 5546.465820
	Iteration 5Q: 3 clusters Score -5455156 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -5456836.500000 Penalty: 5546.465820
	Iteration 6Q: 3 clusters Score -5456836 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -5459392.000000 Penalty: 5546.465820
	Iteration 7F: 3 clusters Score -5459392 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -5462856.000000 Penalty: 5546.465820
	Iteration 8F: 3 clusters Score -5462856 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -5466452.500000 Penalty: 5546.465820
	Iteration 9F: 3 clusters Score -5466452 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -5469181.000000 Penalty: 5546.465820
	Iteration 10F: 3 clusters Score -5469181 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -5470837.500000 Penalty: 5546.465820
	Iteration 11Q: 3 clusters Score -5470838 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -5471642.500000 Penalty: 5546.465820
	Iteration 12Q: 3 clusters Score -5471642 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -5472188.000000 Penalty: 5546.465820
	Iteration 13Q: 3 clusters Score -5472188 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -5472692.000000 Penalty: 5546.465820
	Iteration 14Q: 3 clusters Score -5472692 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 54041 members 
Entering Unmasked Estep 
Score: -5473182.000000 Penalty: 5546.465820
	Iteration 15Q: 3 clusters Score -5473182 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 55129 members 
Entering Unmasked Estep 
Score: -5473774.000000 Penalty: 5546.465820
	Iteration 16Q: 3 clusters Score -5473774 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 56178 members 
Entering Unmasked Estep 
Score: -5474237.000000 Penalty: 5546.465820
	Iteration 17Q: 3 clusters Score -5474237 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
Score: -5474704.000000 Penalty: 5546.465820
	Iteration 18Q: 3 clusters Score -5474704 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 58110 members 
Entering Unmasked Estep 
Score: -5475049.500000 Penalty: 5546.465820
	Iteration 19Q: 3 clusters Score -5475050 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -5475404.000000 Penalty: 5546.465820
	Iteration 20F: 3 clusters Score -5475404 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 59816 members 
Entering Unmasked Estep 
Score: -5475733.500000 Penalty: 5546.465820
	Iteration 21Q: 3 clusters Score -5475734 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 60537 members 
Entering Unmasked Estep 
Score: -5475962.500000 Penalty: 5546.465820
	Iteration 22Q: 3 clusters Score -5475962 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 61197 members 
Entering Unmasked Estep 
Score: -5476180.500000 Penalty: 5546.465820
	Iteration 23Q: 3 clusters Score -5476180 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 61829 members 
Entering Unmasked Estep 
Score: -5476389.500000 Penalty: 5546.465820
	Iteration 24Q: 3 clusters Score -5476390 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 62419 members 
Entering Unmasked Estep 
Score: -5476562.000000 Penalty: 5546.465820
	Iteration 25Q: 3 clusters Score -5476562 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 62958 members 
Entering Unmasked Estep 
Score: -5476727.000000 Penalty: 5546.465820
	Iteration 26Q: 3 clusters Score -5476727 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 63483 members 
Entering Unmasked Estep 
Score: -5476895.500000 Penalty: 5546.465820
	Iteration 27Q: 3 clusters Score -5476896 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 63962 members 
Entering Unmasked Estep 
Score: -5476999.000000 Penalty: 5546.465820
	Iteration 28Q: 3 clusters Score -5476999 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 64404 members 
Entering Unmasked Estep 
Score: -5477103.500000 Penalty: 5546.465820
	Iteration 29Q: 3 clusters Score -5477104 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 64803 members 
Entering Unmasked Estep 
Score: -5477204.000000 Penalty: 5546.465820
	Iteration 30Q: 3 clusters Score -5477204 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 65180 members 
Entering Unmasked Estep 
Score: -5477305.000000 Penalty: 5546.465820
	Iteration 31Q: 3 clusters Score -5477305 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 65523 members 
Entering Unmasked Estep 
Score: -5477399.000000 Penalty: 5546.465820
	Iteration 32Q: 3 clusters Score -5477399 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 65815 members 
Entering Unmasked Estep 
Score: -5477465.000000 Penalty: 5546.465820
	Iteration 33Q: 3 clusters Score -5477465 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 66111 members 
Entering Unmasked Estep 
Score: -5477551.500000 Penalty: 5546.465820
	Iteration 34Q: 3 clusters Score -5477552 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 66425 members 
Entering Unmasked Estep 
Score: -5477646.000000 Penalty: 5546.465820
	Iteration 35Q: 3 clusters Score -5477646 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 66772 members 
Entering Unmasked Estep 
Score: -5477758.500000 Penalty: 5546.465820
	Iteration 36Q: 3 clusters Score -5477758 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 67084 members 
Entering Unmasked Estep 
Score: -5477852.500000 Penalty: 5546.465820
	Iteration 37Q: 3 clusters Score -5477852 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 67373 members 
Entering Unmasked Estep 
Score: -5477944.000000 Penalty: 5546.465820
	Iteration 38Q: 3 clusters Score -5477944 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 67627 members 
Entering Unmasked Estep 
Score: -5478006.500000 Penalty: 5546.465820
	Iteration 39Q: 3 clusters Score -5478006 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 67844 members 
Entering Unmasked Estep 
Score: -5478053.000000 Penalty: 5546.465820
	Iteration 40F: 3 clusters Score -5478053 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 68038 members 
Entering Unmasked Estep 
Score: -5478091.500000 Penalty: 5546.465820
	Iteration 41Q: 3 clusters Score -5478092 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 68185 members 
Entering Unmasked Estep 
Score: -5478110.500000 Penalty: 5546.465820
	Iteration 42Q: 3 clusters Score -5478110 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 68307 members 
Entering Unmasked Estep 
Score: -5478136.000000 Penalty: 5546.465820
	Iteration 43Q: 3 clusters Score -5478136 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 68424 members 
Entering Unmasked Estep 
Score: -5478171.000000 Penalty: 5546.465820
	Iteration 44Q: 3 clusters Score -5478171 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 68546 members 
Entering Unmasked Estep 
Score: -5478195.500000 Penalty: 5546.465820
	Iteration 45Q: 3 clusters Score -5478196 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 68639 members 
Entering Unmasked Estep 
Score: -5478214.000000 Penalty: 5546.465820
	Iteration 46Q: 3 clusters Score -5478214 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 68718 members 
Entering Unmasked Estep 
Score: -5478236.500000 Penalty: 5546.465820
	Iteration 47Q: 3 clusters Score -5478236 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 68796 members 
Entering Unmasked Estep 
Score: -5478242.000000 Penalty: 5546.465820
	Iteration 48Q: 3 clusters Score -5478242 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 68858 members 
Entering Unmasked Estep 
Score: -5478265.500000 Penalty: 5546.465820
	Iteration 49Q: 3 clusters Score -5478266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 68898 members 
Entering Unmasked Estep 
Score: -5478281.000000 Penalty: 5546.465820
	Iteration 50Q: 3 clusters Score -5478281 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 68928 members 
Entering Unmasked Estep 
Score: -5478282.500000 Penalty: 5546.465820
	Iteration 51Q: 3 clusters Score -5478282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 68964 members 
Entering Unmasked Estep 
Score: -5478284.000000 Penalty: 5546.465820
	Iteration 52Q: 3 clusters Score -5478284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 69003 members 
Entering Unmasked Estep 
Score: -5478287.000000 Penalty: 5546.465820
	Iteration 53Q: 3 clusters Score -5478287 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 69051 members 
Entering Unmasked Estep 
Score: -5478281.000000 Penalty: 5546.465820
	Iteration 54Q: 3 clusters Score -5478281 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 69103 members 
Entering Unmasked Estep 
Score: -5478296.500000 Penalty: 5546.465820
	Iteration 55Q: 3 clusters Score -5478296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 69147 members 
Entering Unmasked Estep 
Score: -5478302.000000 Penalty: 5546.465820
	Iteration 56Q: 3 clusters Score -5478302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 69181 members 
Entering Unmasked Estep 
Score: -5478315.000000 Penalty: 5546.465820
	Iteration 57Q: 3 clusters Score -5478315 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 69216 members 
Entering Unmasked Estep 
Score: -5478320.500000 Penalty: 5546.465820
	Iteration 58Q: 3 clusters Score -5478320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 69244 members 
Entering Unmasked Estep 
Score: -5478326.000000 Penalty: 5546.465820
	Iteration 59Q: 3 clusters Score -5478326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 69267 members 
Entering Unmasked Estep 
Score: -5478323.500000 Penalty: 5546.465820
	Iteration 60F: 3 clusters Score -5478324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 69290 members 
Entering Unmasked Estep 
Score: -5478321.500000 Penalty: 5546.465820
	Iteration 61Q: 3 clusters Score -5478322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 69310 members 
Entering Unmasked Estep 
Score: -5478327.000000 Penalty: 5546.465820
	Iteration 62Q: 3 clusters Score -5478327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 69325 members 
Entering Unmasked Estep 
Score: -5478321.000000 Penalty: 5546.465820
	Iteration 63Q: 3 clusters Score -5478321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 69338 members 
Entering Unmasked Estep 
Score: -5478324.500000 Penalty: 5546.465820
	Iteration 64Q: 3 clusters Score -5478324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 69348 members 
Entering Unmasked Estep 
Score: -5478325.000000 Penalty: 5546.465820
	Iteration 65Q: 3 clusters Score -5478325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 69358 members 
Entering Unmasked Estep 
Score: -5478324.500000 Penalty: 5546.465820
	Iteration 66Q: 3 clusters Score -5478324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 69369 members 
Entering Unmasked Estep 
Score: -5478316.500000 Penalty: 5546.465820
	Iteration 67Q: 3 clusters Score -5478316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 69377 members 
Entering Unmasked Estep 
Score: -5478325.500000 Penalty: 5546.465820
	Iteration 68Q: 3 clusters Score -5478326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 69387 members 
Entering Unmasked Estep 
Score: -5478325.500000 Penalty: 5546.465820
	Iteration 69Q: 3 clusters Score -5478326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 69399 members 
Entering Unmasked Estep 
Score: -5478325.500000 Penalty: 5546.465820
	Iteration 70Q: 3 clusters Score -5478326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 69414 members 
Entering Unmasked Estep 
Score: -5478334.000000 Penalty: 5546.465820
	Iteration 71Q: 3 clusters Score -5478334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -5478339.500000 Penalty: 5546.465820
	Iteration 72Q: 3 clusters Score -5478340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 69425 members 
Entering Unmasked Estep 
Score: -5478340.500000 Penalty: 5546.465820
	Iteration 73Q: 3 clusters Score -5478340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 69429 members 
Entering Unmasked Estep 
Score: -5478342.000000 Penalty: 5546.465820
	Iteration 74Q: 3 clusters Score -5478342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 69432 members 
Entering Unmasked Estep 
Score: -5478346.500000 Penalty: 5546.465820
	Iteration 75Q: 3 clusters Score -5478346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 69432 members 
Entering Unmasked Estep 
Score: -5478346.500000 Penalty: 5546.465820
	Iteration 76F: 3 clusters Score -5478346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (219220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219220 members 
Entering Unmasked Estep 
Score: -16843446.000000 Penalty: 3049.862305
	Iteration 0F: 2 clusters Score -1.684345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109599 members 
Mstep: Class 2 contains 109621 members 
Entering Unmasked Estep 
Score: -16696774.000000 Penalty: 6099.724609
	Iteration 0F: 3 clusters Score -1.669677e+07 nChanged 105557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107608 members 
Mstep: Class 2 contains 111612 members 
Entering Unmasked Estep 
Score: -16759102.000000 Penalty: 6099.724609
	Iteration 1F: 3 clusters Score -1.67591e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106185 members 
Mstep: Class 2 contains 113035 members 
Entering Unmasked Estep 
Score: -16760546.000000 Penalty: 6099.724609
	Iteration 2Q: 3 clusters Score -1.676055e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104122 members 
Mstep: Class 2 contains 115098 members 
Entering Unmasked Estep 
Score: -16762360.000000 Penalty: 6099.724609
	Iteration 3Q: 3 clusters Score -1.676236e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100903 members 
Mstep: Class 2 contains 118317 members 
Entering Unmasked Estep 
Score: -16764669.000000 Penalty: 6099.724609
	Iteration 4Q: 3 clusters Score -1.676467e+07 nChanged 8890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96119 members 
Mstep: Class 2 contains 123101 members 
Entering Unmasked Estep 
Score: -16767871.000000 Penalty: 6099.724609
	Iteration 5Q: 3 clusters Score -1.676787e+07 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89439 members 
Mstep: Class 2 contains 129781 members 
Entering Unmasked Estep 
Score: -16772491.000000 Penalty: 6099.724609
	Iteration 6Q: 3 clusters Score -1.677249e+07 nChanged 11888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80531 members 
Mstep: Class 2 contains 138689 members 
Entering Unmasked Estep 
Score: -16779246.000000 Penalty: 6099.724609
	Iteration 7F: 3 clusters Score -1.677925e+07 nChanged 13111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69664 members 
Mstep: Class 2 contains 149556 members 
Entering Unmasked Estep 
Score: -16788428.000000 Penalty: 6099.724609
	Iteration 8F: 3 clusters Score -1.678843e+07 nChanged 13222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58408 members 
Mstep: Class 2 contains 160812 members 
Entering Unmasked Estep 
Score: -16799288.000000 Penalty: 6099.724609
	Iteration 9F: 3 clusters Score -1.679929e+07 nChanged 11964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 170836 members 
Entering Unmasked Estep 
Score: -16809438.000000 Penalty: 6099.724609
	Iteration 10F: 3 clusters Score -1.680944e+07 nChanged 9382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 178372 members 
Entering Unmasked Estep 
Score: -16816846.000000 Penalty: 6099.724609
	Iteration 11Q: 3 clusters Score -1.681685e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 184230 members 
Entering Unmasked Estep 
Score: -16821346.000000 Penalty: 6099.724609
	Iteration 12Q: 3 clusters Score -1.682135e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 189151 members 
Entering Unmasked Estep 
Score: -16824390.000000 Penalty: 6099.724609
	Iteration 13Q: 3 clusters Score -1.682439e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 193695 members 
Entering Unmasked Estep 
Score: -16826830.000000 Penalty: 6099.724609
	Iteration 14Q: 3 clusters Score -1.682683e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 197707 members 
Entering Unmasked Estep 
Score: -16829082.000000 Penalty: 6099.724609
	Iteration 15Q: 3 clusters Score -1.682908e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 201338 members 
Entering Unmasked Estep 
Score: -16831180.000000 Penalty: 6099.724609
	Iteration 16Q: 3 clusters Score -1.683118e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 204650 members 
Entering Unmasked Estep 
Score: -16833216.000000 Penalty: 6099.724609
	Iteration 17Q: 3 clusters Score -1.683322e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 207453 members 
Entering Unmasked Estep 
Score: -16834876.000000 Penalty: 6099.724609
	Iteration 18Q: 3 clusters Score -1.683488e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 209843 members 
Entering Unmasked Estep 
Score: -16836362.000000 Penalty: 6099.724609
	Iteration 19Q: 3 clusters Score -1.683636e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 211769 members 
Entering Unmasked Estep 
Score: -16837506.000000 Penalty: 6099.724609
	Iteration 20F: 3 clusters Score -1.683751e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 213203 members 
Entering Unmasked Estep 
Score: -16838398.000000 Penalty: 6099.724609
	Iteration 21Q: 3 clusters Score -1.68384e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 214328 members 
Entering Unmasked Estep 
Score: -16839114.000000 Penalty: 6099.724609
	Iteration 22Q: 3 clusters Score -1.683911e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 215181 members 
Entering Unmasked Estep 
Score: -16839706.000000 Penalty: 6099.724609
	Iteration 23Q: 3 clusters Score -1.683971e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 215764 members 
Entering Unmasked Estep 
Score: -16840120.000000 Penalty: 6099.724609
	Iteration 24Q: 3 clusters Score -1.684012e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 216205 members 
Entering Unmasked Estep 
Score: -16840418.000000 Penalty: 6099.724609
	Iteration 25Q: 3 clusters Score -1.684042e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 216525 members 
Entering Unmasked Estep 
Score: -16840626.000000 Penalty: 6099.724609
	Iteration 26Q: 3 clusters Score -1.684063e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 216766 members 
Entering Unmasked Estep 
Score: -16840804.000000 Penalty: 6099.724609
	Iteration 27Q: 3 clusters Score -1.68408e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 216942 members 
Entering Unmasked Estep 
Score: -16840912.000000 Penalty: 6099.724609
	Iteration 28Q: 3 clusters Score -1.684091e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 217068 members 
Entering Unmasked Estep 
Score: -16841026.000000 Penalty: 6099.724609
	Iteration 29Q: 3 clusters Score -1.684103e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 217158 members 
Entering Unmasked Estep 
Score: -16841060.000000 Penalty: 6099.724609
	Iteration 30Q: 3 clusters Score -1.684106e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 217215 members 
Entering Unmasked Estep 
Score: -16841084.000000 Penalty: 6099.724609
	Iteration 31Q: 3 clusters Score -1.684108e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 217258 members 
Entering Unmasked Estep 
Score: -16841108.000000 Penalty: 6099.724609
	Iteration 32Q: 3 clusters Score -1.684111e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 217300 members 
Entering Unmasked Estep 
Score: -16841146.000000 Penalty: 6099.724609
	Iteration 33Q: 3 clusters Score -1.684115e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 217338 members 
Entering Unmasked Estep 
Score: -16841162.000000 Penalty: 6099.724609
	Iteration 34Q: 3 clusters Score -1.684116e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 217362 members 
Entering Unmasked Estep 
Score: -16841184.000000 Penalty: 6099.724609
	Iteration 35Q: 3 clusters Score -1.684118e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 217383 members 
Entering Unmasked Estep 
Score: -16841200.000000 Penalty: 6099.724609
	Iteration 36Q: 3 clusters Score -1.68412e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 217393 members 
Entering Unmasked Estep 
Score: -16841190.000000 Penalty: 6099.724609
	Iteration 37Q: 3 clusters Score -1.684119e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 217406 members 
Entering Unmasked Estep 
Score: -16841194.000000 Penalty: 6099.724609
	Iteration 38Q: 3 clusters Score -1.684119e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 217416 members 
Entering Unmasked Estep 
Score: -16841190.000000 Penalty: 6099.724609
	Iteration 39Q: 3 clusters Score -1.684119e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 217424 members 
Entering Unmasked Estep 
Score: -16841186.000000 Penalty: 6099.724609
	Iteration 40F: 3 clusters Score -1.684119e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 217426 members 
Entering Unmasked Estep 
Score: -16841194.000000 Penalty: 6099.724609
	Iteration 41Q: 3 clusters Score -1.684119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 217433 members 
Entering Unmasked Estep 
Score: -16841196.000000 Penalty: 6099.724609
	Iteration 42Q: 3 clusters Score -1.68412e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 217441 members 
Entering Unmasked Estep 
Score: -16841202.000000 Penalty: 6099.724609
	Iteration 43Q: 3 clusters Score -1.68412e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 217446 members 
Entering Unmasked Estep 
Score: -16841210.000000 Penalty: 6099.724609
	Iteration 44Q: 3 clusters Score -1.684121e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 217455 members 
Entering Unmasked Estep 
Score: -16841220.000000 Penalty: 6099.724609
	Iteration 45Q: 3 clusters Score -1.684122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 217463 members 
Entering Unmasked Estep 
Score: -16841226.000000 Penalty: 6099.724609
	Iteration 46Q: 3 clusters Score -1.684123e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 217471 members 
Entering Unmasked Estep 
Score: -16841238.000000 Penalty: 6099.724609
	Iteration 47Q: 3 clusters Score -1.684124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 217476 members 
Entering Unmasked Estep 
Score: -16841224.000000 Penalty: 6099.724609
	Iteration 48Q: 3 clusters Score -1.684122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 217481 members 
Entering Unmasked Estep 
Score: -16841236.000000 Penalty: 6099.724609
	Iteration 49Q: 3 clusters Score -1.684124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 217485 members 
Entering Unmasked Estep 
Score: -16841246.000000 Penalty: 6099.724609
	Iteration 50Q: 3 clusters Score -1.684125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 217486 members 
Entering Unmasked Estep 
Score: -16841262.000000 Penalty: 6099.724609
	Iteration 51Q: 3 clusters Score -1.684126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 217491 members 
Entering Unmasked Estep 
Score: -16841252.000000 Penalty: 6099.724609
	Iteration 52Q: 3 clusters Score -1.684125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 217495 members 
Entering Unmasked Estep 
Score: -16841260.000000 Penalty: 6099.724609
	Iteration 53Q: 3 clusters Score -1.684126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 217501 members 
Entering Unmasked Estep 
Score: -16841254.000000 Penalty: 6099.724609
	Iteration 54Q: 3 clusters Score -1.684125e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 217509 members 
Entering Unmasked Estep 
Score: -16841266.000000 Penalty: 6099.724609
	Iteration 55Q: 3 clusters Score -1.684127e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 217524 members 
Entering Unmasked Estep 
Score: -16841272.000000 Penalty: 6099.724609
	Iteration 56Q: 3 clusters Score -1.684127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 217533 members 
Entering Unmasked Estep 
Score: -16841276.000000 Penalty: 6099.724609
	Iteration 57Q: 3 clusters Score -1.684128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 217539 members 
Entering Unmasked Estep 
Score: -16841280.000000 Penalty: 6099.724609
	Iteration 58Q: 3 clusters Score -1.684128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 217541 members 
Entering Unmasked Estep 
Score: -16841280.000000 Penalty: 6099.724609
	Iteration 59Q: 3 clusters Score -1.684128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 217542 members 
Entering Unmasked Estep 
Score: -16841282.000000 Penalty: 6099.724609
	Iteration 60F: 3 clusters Score -1.684128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Entering Unmasked Estep 
Score: -569176.250000 Penalty: 2263.593750
	Iteration 0F: 2 clusters Score -569176.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -562248.625000 Penalty: 4527.187500
	Iteration 0F: 3 clusters Score -562248.6 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -566274.812500 Penalty: 4527.187500
	Iteration 1F: 3 clusters Score -566274.8 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -568102.500000 Penalty: 4527.187500
	Iteration 2F: 3 clusters Score -568102.5 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -569567.000000 Penalty: 4527.187500
	Iteration 3F: 3 clusters Score -569567 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -570726.375000 Penalty: 4527.187500
	Iteration 4F: 3 clusters Score -570726.4 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -571553.250000 Penalty: 4527.187500
	Iteration 5F: 3 clusters Score -571553.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -572192.312500 Penalty: 4527.187500
	Iteration 6Q: 3 clusters Score -572192.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -572896.250000 Penalty: 4527.187500
	Iteration 7Q: 3 clusters Score -572896.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -573550.187500 Penalty: 4527.187500
	Iteration 8Q: 3 clusters Score -573550.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -574020.750000 Penalty: 4527.187500
	Iteration 9Q: 3 clusters Score -574020.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -574188.500000 Penalty: 4527.187500
	Iteration 10Q: 3 clusters Score -574188.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -574231.437500 Penalty: 4527.187500
	Iteration 11Q: 3 clusters Score -574231.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -574253.750000 Penalty: 4527.187500
	Iteration 12Q: 3 clusters Score -574253.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -574284.750000 Penalty: 4527.187500
	Iteration 13Q: 3 clusters Score -574284.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -574298.625000 Penalty: 4527.187500
	Iteration 14Q: 3 clusters Score -574298.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -574309.312500 Penalty: 4527.187500
	Iteration 15Q: 3 clusters Score -574309.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -574318.875000 Penalty: 4527.187500
	Iteration 16Q: 3 clusters Score -574318.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -574326.937500 Penalty: 4527.187500
	Iteration 17Q: 3 clusters Score -574326.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -574329.312500 Penalty: 4527.187500
	Iteration 18Q: 3 clusters Score -574329.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -574330.062500 Penalty: 4527.187500
	Iteration 19Q: 3 clusters Score -574330.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -574350.562500 Penalty: 4527.187500
	Iteration 20F: 3 clusters Score -574350.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -574360.687500 Penalty: 4527.187500
	Iteration 21Q: 3 clusters Score -574360.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -574370.875000 Penalty: 4527.187500
	Iteration 22Q: 3 clusters Score -574370.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -574374.687500 Penalty: 4527.187500
	Iteration 23Q: 3 clusters Score -574374.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -574380.187500 Penalty: 4527.187500
	Iteration 24Q: 3 clusters Score -574380.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -574384.875000 Penalty: 4527.187500
	Iteration 25Q: 3 clusters Score -574384.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -574389.187500 Penalty: 4527.187500
	Iteration 26Q: 3 clusters Score -574389.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -574392.125000 Penalty: 4527.187500
	Iteration 27Q: 3 clusters Score -574392.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -574395.875000 Penalty: 4527.187500
	Iteration 28Q: 3 clusters Score -574395.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -574398.625000 Penalty: 4527.187500
	Iteration 29Q: 3 clusters Score -574398.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -574405.187500 Penalty: 4527.187500
	Iteration 30Q: 3 clusters Score -574405.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -574413.250000 Penalty: 4527.187500
	Iteration 31Q: 3 clusters Score -574413.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -574420.812500 Penalty: 4527.187500
	Iteration 32Q: 3 clusters Score -574420.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -574429.312500 Penalty: 4527.187500
	Iteration 33Q: 3 clusters Score -574429.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -574436.375000 Penalty: 4527.187500
	Iteration 34Q: 3 clusters Score -574436.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -574441.062500 Penalty: 4527.187500
	Iteration 35Q: 3 clusters Score -574441.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -574444.562500 Penalty: 4527.187500
	Iteration 36Q: 3 clusters Score -574444.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -574448.437500 Penalty: 4527.187500
	Iteration 37Q: 3 clusters Score -574448.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -574457.125000 Penalty: 4527.187500
	Iteration 38Q: 3 clusters Score -574457.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -574463.125000 Penalty: 4527.187500
	Iteration 39Q: 3 clusters Score -574463.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -574468.062500 Penalty: 4527.187500
	Iteration 40F: 3 clusters Score -574468.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -574473.750000 Penalty: 4527.187500
	Iteration 41Q: 3 clusters Score -574473.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -574482.062500 Penalty: 4527.187500
	Iteration 42Q: 3 clusters Score -574482.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -574490.375000 Penalty: 4527.187500
	Iteration 43Q: 3 clusters Score -574490.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -574498.312500 Penalty: 4527.187500
	Iteration 44Q: 3 clusters Score -574498.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -574504.437500 Penalty: 4527.187500
	Iteration 45Q: 3 clusters Score -574504.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -574511.000000 Penalty: 4527.187500
	Iteration 46Q: 3 clusters Score -574511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -574516.562500 Penalty: 4527.187500
	Iteration 47Q: 3 clusters Score -574516.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -574519.437500 Penalty: 4527.187500
	Iteration 48Q: 3 clusters Score -574519.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -574524.937500 Penalty: 4527.187500
	Iteration 49Q: 3 clusters Score -574524.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -574531.625000 Penalty: 4527.187500
	Iteration 50Q: 3 clusters Score -574531.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -574537.437500 Penalty: 4527.187500
	Iteration 51Q: 3 clusters Score -574537.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -574545.812500 Penalty: 4527.187500
	Iteration 52Q: 3 clusters Score -574545.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -574558.625000 Penalty: 4527.187500
	Iteration 53Q: 3 clusters Score -574558.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -574573.437500 Penalty: 4527.187500
	Iteration 54Q: 3 clusters Score -574573.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -574593.437500 Penalty: 4527.187500
	Iteration 55Q: 3 clusters Score -574593.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -574618.187500 Penalty: 4527.187500
	Iteration 56Q: 3 clusters Score -574618.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -574637.500000 Penalty: 4527.187500
	Iteration 57Q: 3 clusters Score -574637.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -574661.750000 Penalty: 4527.187500
	Iteration 58Q: 3 clusters Score -574661.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -574685.750000 Penalty: 4527.187500
	Iteration 59Q: 3 clusters Score -574685.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -574715.750000 Penalty: 4527.187500
	Iteration 60F: 3 clusters Score -574715.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -574754.500000 Penalty: 4527.187500
	Iteration 61Q: 3 clusters Score -574754.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -574806.562500 Penalty: 4527.187500
	Iteration 62Q: 3 clusters Score -574806.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -574865.812500 Penalty: 4527.187500
	Iteration 63Q: 3 clusters Score -574865.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -574918.625000 Penalty: 4527.187500
	Iteration 64Q: 3 clusters Score -574918.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -574979.562500 Penalty: 4527.187500
	Iteration 65Q: 3 clusters Score -574979.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -575066.687500 Penalty: 4527.187500
	Iteration 66Q: 3 clusters Score -575066.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -575148.000000 Penalty: 4527.187500
	Iteration 67Q: 3 clusters Score -575148 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -575215.812500 Penalty: 4527.187500
	Iteration 68Q: 3 clusters Score -575215.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -575257.250000 Penalty: 4527.187500
	Iteration 69Q: 3 clusters Score -575257.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -575293.937500 Penalty: 4527.187500
	Iteration 70Q: 3 clusters Score -575293.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -575327.250000 Penalty: 4527.187500
	Iteration 71Q: 3 clusters Score -575327.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -575368.750000 Penalty: 4527.187500
	Iteration 72Q: 3 clusters Score -575368.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -575400.375000 Penalty: 4527.187500
	Iteration 73Q: 3 clusters Score -575400.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -575444.687500 Penalty: 4527.187500
	Iteration 74Q: 3 clusters Score -575444.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -575479.125000 Penalty: 4527.187500
	Iteration 75Q: 3 clusters Score -575479.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -575546.812500 Penalty: 4527.187500
	Iteration 76Q: 3 clusters Score -575546.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -575615.062500 Penalty: 4527.187500
	Iteration 77Q: 3 clusters Score -575615.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -575724.500000 Penalty: 4527.187500
	Iteration 78Q: 3 clusters Score -575724.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -575865.250000 Penalty: 4527.187500
	Iteration 79Q: 3 clusters Score -575865.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -576005.250000 Penalty: 4527.187500
	Iteration 80F: 3 clusters Score -576005.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -576047.125000 Penalty: 4527.187500
	Iteration 81Q: 3 clusters Score -576047.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -576055.000000 Penalty: 4527.187500
	Iteration 82Q: 3 clusters Score -576055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -576059.250000 Penalty: 4527.187500
	Iteration 83Q: 3 clusters Score -576059.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -576062.812500 Penalty: 4527.187500
	Iteration 84Q: 3 clusters Score -576062.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -576066.000000 Penalty: 4527.187500
	Iteration 85Q: 3 clusters Score -576066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -576067.937500 Penalty: 4527.187500
	Iteration 86Q: 3 clusters Score -576067.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -576068.750000 Penalty: 4527.187500
	Iteration 87Q: 3 clusters Score -576068.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -576069.062500 Penalty: 4527.187500
	Iteration 88Q: 3 clusters Score -576069.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -576070.062500 Penalty: 4527.187500
	Iteration 89Q: 3 clusters Score -576070.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -576069.875000 Penalty: 4527.187500
	Iteration 90Q: 3 clusters Score -576069.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -576071.000000 Penalty: 4527.187500
	Iteration 91Q: 3 clusters Score -576071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -576071.062500 Penalty: 4527.187500
	Iteration 92Q: 3 clusters Score -576071.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -576071.062500 Penalty: 4527.187500
	Iteration 93F: 3 clusters Score -576071.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 71854 members 
Mstep: Class 3 contains 219220 members 
Mstep: Class 4 contains 4577 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 19324 members 
Mstep: Class 7 contains 10206 members 
Mstep: Class 8 contains 35313 members 
Mstep: Class 9 contains 396411 members 
Mstep: Class 11 contains 19124 members 
Mstep: Class 12 contains 51774 members 
Mstep: Class 13 contains 37701 members 
Mstep: Class 14 contains 16227 members 
Mstep: Class 15 contains 8711 members 
Mstep: Class 16 contains 26643 members 
Mstep: Class 17 contains 28616 members 
Mstep: Class 18 contains 214390 members 
Mstep: Class 20 contains 9599 members 
Mstep: Class 21 contains 43091 members 
Mstep: Class 22 contains 22873 members 
Mstep: Class 23 contains 22719 members 
Mstep: Class 24 contains 145971 members 
Entering Unmasked Estep 
Score: -102146336.000000 Penalty: 77275.289062
Splitting cluster 4 changes total score from -102142032.000000 to -102146336.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 5 (7018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Entering Unmasked Estep 
Score: -518466.906250 Penalty: 2196.345947
	Iteration 0F: 2 clusters Score -518466.9 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 3542 members 
Entering Unmasked Estep 
Score: -512712.625000 Penalty: 4392.691895
	Iteration 0F: 3 clusters Score -512712.6 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -514377.375000 Penalty: 4392.691895
	Iteration 1F: 3 clusters Score -514377.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -514964.156250 Penalty: 4392.691895
	Iteration 2F: 3 clusters Score -514964.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -515761.406250 Penalty: 4392.691895
	Iteration 3F: 3 clusters Score -515761.4 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -516939.281250 Penalty: 4392.691895
	Iteration 4F: 3 clusters Score -516939.3 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -518383.343750 Penalty: 4392.691895
	Iteration 5F: 3 clusters Score -518383.3 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -519585.250000 Penalty: 4392.691895
	Iteration 6F: 3 clusters Score -519585.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -520205.625000 Penalty: 4392.691895
	Iteration 7F: 3 clusters Score -520205.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -520334.687500 Penalty: 4392.691895
	Iteration 8Q: 3 clusters Score -520334.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -520373.500000 Penalty: 4392.691895
	Iteration 9Q: 3 clusters Score -520373.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -520401.468750 Penalty: 4392.691895
	Iteration 10Q: 3 clusters Score -520401.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -520429.750000 Penalty: 4392.691895
	Iteration 11Q: 3 clusters Score -520429.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -520457.875000 Penalty: 4392.691895
	Iteration 12Q: 3 clusters Score -520457.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -520469.656250 Penalty: 4392.691895
	Iteration 13Q: 3 clusters Score -520469.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -520479.625000 Penalty: 4392.691895
	Iteration 14Q: 3 clusters Score -520479.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -520487.843750 Penalty: 4392.691895
	Iteration 15Q: 3 clusters Score -520487.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -520497.656250 Penalty: 4392.691895
	Iteration 16Q: 3 clusters Score -520497.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -520503.656250 Penalty: 4392.691895
	Iteration 17Q: 3 clusters Score -520503.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -520507.750000 Penalty: 4392.691895
	Iteration 18Q: 3 clusters Score -520507.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -520509.562500 Penalty: 4392.691895
	Iteration 19Q: 3 clusters Score -520509.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -520511.625000 Penalty: 4392.691895
	Iteration 20F: 3 clusters Score -520511.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -520515.468750 Penalty: 4392.691895
	Iteration 21Q: 3 clusters Score -520515.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -520517.593750 Penalty: 4392.691895
	Iteration 22Q: 3 clusters Score -520517.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -520520.625000 Penalty: 4392.691895
	Iteration 23Q: 3 clusters Score -520520.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -520519.343750 Penalty: 4392.691895
	Iteration 24Q: 3 clusters Score -520519.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -520519.343750 Penalty: 4392.691895
	Iteration 25F: 3 clusters Score -520519.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 71854 members 
Mstep: Class 3 contains 219220 members 
Mstep: Class 4 contains 4577 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 19324 members 
Mstep: Class 7 contains 10206 members 
Mstep: Class 8 contains 35313 members 
Mstep: Class 9 contains 396411 members 
Mstep: Class 10 contains 4651 members 
Mstep: Class 11 contains 19124 members 
Mstep: Class 12 contains 51774 members 
Mstep: Class 13 contains 37701 members 
Mstep: Class 14 contains 16227 members 
Mstep: Class 15 contains 8711 members 
Mstep: Class 16 contains 26643 members 
Mstep: Class 17 contains 28616 members 
Mstep: Class 18 contains 214390 members 
Mstep: Class 20 contains 9599 members 
Mstep: Class 21 contains 43091 members 
Mstep: Class 22 contains 22873 members 
Mstep: Class 23 contains 22719 members 
Mstep: Class 24 contains 145971 members 
Entering Unmasked Estep 
Score: -102147104.000000 Penalty: 80787.804688
Splitting cluster 5 changes total score from -102142032.000000 to -102147104.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 6 (19324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Entering Unmasked Estep 
Score: -1386521.250000 Penalty: 2447.537598
	Iteration 0F: 2 clusters Score -1386521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1372996.125000 Penalty: 4895.075195
	Iteration 0F: 3 clusters Score -1372996 nChanged 8423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1378096.375000 Penalty: 4895.075195
	Iteration 1F: 3 clusters Score -1378096 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1379598.750000 Penalty: 4895.075195
	Iteration 2F: 3 clusters Score -1379599 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1381545.000000 Penalty: 4895.075195
	Iteration 3F: 3 clusters Score -1381545 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1383588.375000 Penalty: 4895.075195
	Iteration 4F: 3 clusters Score -1383588 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1385503.375000 Penalty: 4895.075195
	Iteration 5F: 3 clusters Score -1385503 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1386951.375000 Penalty: 4895.075195
	Iteration 6F: 3 clusters Score -1386951 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1387731.375000 Penalty: 4895.075195
	Iteration 7Q: 3 clusters Score -1387731 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1387992.625000 Penalty: 4895.075195
	Iteration 8Q: 3 clusters Score -1387993 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1388108.375000 Penalty: 4895.075195
	Iteration 9Q: 3 clusters Score -1388108 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1388171.875000 Penalty: 4895.075195
	Iteration 10Q: 3 clusters Score -1388172 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1388214.750000 Penalty: 4895.075195
	Iteration 11Q: 3 clusters Score -1388215 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1388240.250000 Penalty: 4895.075195
	Iteration 12Q: 3 clusters Score -1388240 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1388248.500000 Penalty: 4895.075195
	Iteration 13Q: 3 clusters Score -1388248 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1388260.750000 Penalty: 4895.075195
	Iteration 14Q: 3 clusters Score -1388261 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -1388269.000000 Penalty: 4895.075195
	Iteration 15Q: 3 clusters Score -1388269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1388269.250000 Penalty: 4895.075195
	Iteration 16Q: 3 clusters Score -1388269 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -1388277.250000 Penalty: 4895.075195
	Iteration 17Q: 3 clusters Score -1388277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1388280.625000 Penalty: 4895.075195
	Iteration 18Q: 3 clusters Score -1388281 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1388282.250000 Penalty: 4895.075195
	Iteration 19Q: 3 clusters Score -1388282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1388285.375000 Penalty: 4895.075195
	Iteration 20F: 3 clusters Score -1388285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1388293.000000 Penalty: 4895.075195
	Iteration 21Q: 3 clusters Score -1388293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1388293.375000 Penalty: 4895.075195
	Iteration 22Q: 3 clusters Score -1388293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1388300.125000 Penalty: 4895.075195
	Iteration 23Q: 3 clusters Score -1388300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1388303.500000 Penalty: 4895.075195
	Iteration 24Q: 3 clusters Score -1388304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1388301.875000 Penalty: 4895.075195
	Iteration 25Q: 3 clusters Score -1388302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1388302.625000 Penalty: 4895.075195
	Iteration 26Q: 3 clusters Score -1388303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1388306.750000 Penalty: 4895.075195
	Iteration 27Q: 3 clusters Score -1388307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1388310.250000 Penalty: 4895.075195
	Iteration 28Q: 3 clusters Score -1388310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -1388305.375000 Penalty: 4895.075195
	Iteration 29Q: 3 clusters Score -1388305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1388306.625000 Penalty: 4895.075195
	Iteration 30Q: 3 clusters Score -1388307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1388307.500000 Penalty: 4895.075195
	Iteration 31Q: 3 clusters Score -1388308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -1388306.125000 Penalty: 4895.075195
	Iteration 32Q: 3 clusters Score -1388306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1388305.875000 Penalty: 4895.075195
	Iteration 33Q: 3 clusters Score -1388306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1388305.625000 Penalty: 4895.075195
	Iteration 34Q: 3 clusters Score -1388306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -1388306.250000 Penalty: 4895.075195
	Iteration 35Q: 3 clusters Score -1388306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -1388306.250000 Penalty: 4895.075195
	Iteration 36F: 3 clusters Score -1388306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 71854 members 
Mstep: Class 3 contains 219220 members 
Mstep: Class 4 contains 4577 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 4035 members 
Mstep: Class 7 contains 10206 members 
Mstep: Class 8 contains 35313 members 
Mstep: Class 9 contains 396411 members 
Mstep: Class 10 contains 4651 members 
Mstep: Class 11 contains 19124 members 
Mstep: Class 12 contains 51774 members 
Mstep: Class 13 contains 37701 members 
Mstep: Class 14 contains 16227 members 
Mstep: Class 15 contains 8711 members 
Mstep: Class 16 contains 26643 members 
Mstep: Class 17 contains 28616 members 
Mstep: Class 18 contains 214390 members 
Mstep: Class 19 contains 15289 members 
Mstep: Class 20 contains 9599 members 
Mstep: Class 21 contains 43091 members 
Mstep: Class 22 contains 22873 members 
Mstep: Class 23 contains 22719 members 
Mstep: Class 24 contains 145971 members 
Entering Unmasked Estep 
Score: -102147816.000000 Penalty: 84300.320312
Splitting cluster 6 changes total score from -102142032.000000 to -102147816.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 7 (10206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Entering Unmasked Estep 
Score: -624465.437500 Penalty: 2289.221191
	Iteration 0F: 2 clusters Score -624465.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -616812.375000 Penalty: 4578.442383
	Iteration 0F: 3 clusters Score -616812.4 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -619499.750000 Penalty: 4578.442383
	Iteration 1F: 3 clusters Score -619499.8 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -620313.500000 Penalty: 4578.442383
	Iteration 2F: 3 clusters Score -620313.5 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -621085.562500 Penalty: 4578.442383
	Iteration 3F: 3 clusters Score -621085.6 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -621778.375000 Penalty: 4578.442383
	Iteration 4F: 3 clusters Score -621778.4 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -622397.312500 Penalty: 4578.442383
	Iteration 5F: 3 clusters Score -622397.3 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -622882.312500 Penalty: 4578.442383
	Iteration 6F: 3 clusters Score -622882.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -623182.125000 Penalty: 4578.442383
	Iteration 7Q: 3 clusters Score -623182.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -623378.000000 Penalty: 4578.442383
	Iteration 8Q: 3 clusters Score -623378 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -623546.062500 Penalty: 4578.442383
	Iteration 9Q: 3 clusters Score -623546.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -623690.937500 Penalty: 4578.442383
	Iteration 10Q: 3 clusters Score -623690.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -623801.625000 Penalty: 4578.442383
	Iteration 11Q: 3 clusters Score -623801.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -623887.812500 Penalty: 4578.442383
	Iteration 12Q: 3 clusters Score -623887.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -623951.062500 Penalty: 4578.442383
	Iteration 13Q: 3 clusters Score -623951.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -624004.875000 Penalty: 4578.442383
	Iteration 14Q: 3 clusters Score -624004.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -624044.687500 Penalty: 4578.442383
	Iteration 15Q: 3 clusters Score -624044.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -624085.062500 Penalty: 4578.442383
	Iteration 16Q: 3 clusters Score -624085.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -624106.375000 Penalty: 4578.442383
	Iteration 17Q: 3 clusters Score -624106.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -624132.062500 Penalty: 4578.442383
	Iteration 18Q: 3 clusters Score -624132.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -624149.125000 Penalty: 4578.442383
	Iteration 19Q: 3 clusters Score -624149.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -624176.312500 Penalty: 4578.442383
	Iteration 20F: 3 clusters Score -624176.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -624204.937500 Penalty: 4578.442383
	Iteration 21Q: 3 clusters Score -624204.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -624222.562500 Penalty: 4578.442383
	Iteration 22Q: 3 clusters Score -624222.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -624239.812500 Penalty: 4578.442383
	Iteration 23Q: 3 clusters Score -624239.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -624260.437500 Penalty: 4578.442383
	Iteration 24Q: 3 clusters Score -624260.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -624276.375000 Penalty: 4578.442383
	Iteration 25Q: 3 clusters Score -624276.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -624288.812500 Penalty: 4578.442383
	Iteration 26Q: 3 clusters Score -624288.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -624303.062500 Penalty: 4578.442383
	Iteration 27Q: 3 clusters Score -624303.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -624314.500000 Penalty: 4578.442383
	Iteration 28Q: 3 clusters Score -624314.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -624321.937500 Penalty: 4578.442383
	Iteration 29Q: 3 clusters Score -624321.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -624328.937500 Penalty: 4578.442383
	Iteration 30Q: 3 clusters Score -624328.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -624334.562500 Penalty: 4578.442383
	Iteration 31Q: 3 clusters Score -624334.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -624335.125000 Penalty: 4578.442383
	Iteration 32Q: 3 clusters Score -624335.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -624338.625000 Penalty: 4578.442383
	Iteration 33Q: 3 clusters Score -624338.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -624341.187500 Penalty: 4578.442383
	Iteration 34Q: 3 clusters Score -624341.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -624341.937500 Penalty: 4578.442383
	Iteration 35Q: 3 clusters Score -624341.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -624344.750000 Penalty: 4578.442383
	Iteration 36Q: 3 clusters Score -624344.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -624346.437500 Penalty: 4578.442383
	Iteration 37Q: 3 clusters Score -624346.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -624346.000000 Penalty: 4578.442383
	Iteration 38Q: 3 clusters Score -624346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -624345.937500 Penalty: 4578.442383
	Iteration 39Q: 3 clusters Score -624345.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -624345.812500 Penalty: 4578.442383
	Iteration 40F: 3 clusters Score -624345.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -624347.125000 Penalty: 4578.442383
	Iteration 41Q: 3 clusters Score -624347.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -624347.125000 Penalty: 4578.442383
	Iteration 42F: 3 clusters Score -624347.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Entering Unmasked Estep 
Score: -2788181.750000 Penalty: 2597.057617
	Iteration 0F: 2 clusters Score -2788182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2764207.500000 Penalty: 5194.115234
	Iteration 0F: 3 clusters Score -2764208 nChanged 15887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2772920.500000 Penalty: 5194.115234
	Iteration 1F: 3 clusters Score -2772920 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2773475.750000 Penalty: 5194.115234
	Iteration 2Q: 3 clusters Score -2773476 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2774256.500000 Penalty: 5194.115234
	Iteration 3Q: 3 clusters Score -2774256 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2775458.000000 Penalty: 5194.115234
	Iteration 4F: 3 clusters Score -2775458 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2777193.750000 Penalty: 5194.115234
	Iteration 5F: 3 clusters Score -2777194 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2779479.000000 Penalty: 5194.115234
	Iteration 6F: 3 clusters Score -2779479 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2781863.500000 Penalty: 5194.115234
	Iteration 7F: 3 clusters Score -2781864 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2783706.250000 Penalty: 5194.115234
	Iteration 8F: 3 clusters Score -2783706 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2784777.750000 Penalty: 5194.115234
	Iteration 9Q: 3 clusters Score -2784778 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2785341.000000 Penalty: 5194.115234
	Iteration 10Q: 3 clusters Score -2785341 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2785612.750000 Penalty: 5194.115234
	Iteration 11Q: 3 clusters Score -2785613 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2785750.250000 Penalty: 5194.115234
	Iteration 12Q: 3 clusters Score -2785750 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2785845.750000 Penalty: 5194.115234
	Iteration 13Q: 3 clusters Score -2785846 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2785888.250000 Penalty: 5194.115234
	Iteration 14Q: 3 clusters Score -2785888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2785921.500000 Penalty: 5194.115234
	Iteration 15Q: 3 clusters Score -2785922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2785942.500000 Penalty: 5194.115234
	Iteration 16Q: 3 clusters Score -2785942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2785960.500000 Penalty: 5194.115234
	Iteration 17Q: 3 clusters Score -2785960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2785976.750000 Penalty: 5194.115234
	Iteration 18Q: 3 clusters Score -2785977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2785995.000000 Penalty: 5194.115234
	Iteration 19Q: 3 clusters Score -2785995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2786002.500000 Penalty: 5194.115234
	Iteration 20F: 3 clusters Score -2786002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2786012.500000 Penalty: 5194.115234
	Iteration 21Q: 3 clusters Score -2786012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2786020.000000 Penalty: 5194.115234
	Iteration 22Q: 3 clusters Score -2786020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2786029.250000 Penalty: 5194.115234
	Iteration 23Q: 3 clusters Score -2786029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2786028.000000 Penalty: 5194.115234
	Iteration 24Q: 3 clusters Score -2786028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2786028.250000 Penalty: 5194.115234
	Iteration 25Q: 3 clusters Score -2786028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2786030.000000 Penalty: 5194.115234
	Iteration 26Q: 3 clusters Score -2786030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2786033.500000 Penalty: 5194.115234
	Iteration 27Q: 3 clusters Score -2786034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2786036.000000 Penalty: 5194.115234
	Iteration 28Q: 3 clusters Score -2786036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2786042.000000 Penalty: 5194.115234
	Iteration 29Q: 3 clusters Score -2786042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2786040.750000 Penalty: 5194.115234
	Iteration 30Q: 3 clusters Score -2786041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2786042.000000 Penalty: 5194.115234
	Iteration 31Q: 3 clusters Score -2786042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2786047.750000 Penalty: 5194.115234
	Iteration 32Q: 3 clusters Score -2786048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2786051.000000 Penalty: 5194.115234
	Iteration 33Q: 3 clusters Score -2786051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2786052.000000 Penalty: 5194.115234
	Iteration 34Q: 3 clusters Score -2786052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2786051.250000 Penalty: 5194.115234
	Iteration 35Q: 3 clusters Score -2786051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2786057.500000 Penalty: 5194.115234
	Iteration 36Q: 3 clusters Score -2786058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2786069.750000 Penalty: 5194.115234
	Iteration 37Q: 3 clusters Score -2786070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2786075.500000 Penalty: 5194.115234
	Iteration 38Q: 3 clusters Score -2786076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2786078.000000 Penalty: 5194.115234
	Iteration 39Q: 3 clusters Score -2786078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2786081.250000 Penalty: 5194.115234
	Iteration 40F: 3 clusters Score -2786081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2786082.500000 Penalty: 5194.115234
	Iteration 41Q: 3 clusters Score -2786082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2786085.750000 Penalty: 5194.115234
	Iteration 42Q: 3 clusters Score -2786086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2786086.500000 Penalty: 5194.115234
	Iteration 43Q: 3 clusters Score -2786086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2786085.500000 Penalty: 5194.115234
	Iteration 44Q: 3 clusters Score -2786086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2786085.500000 Penalty: 5194.115234
	Iteration 45F: 3 clusters Score -2786086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (396411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396411 members 
Entering Unmasked Estep 
Score: -29547854.000000 Penalty: 3196.771484
	Iteration 0F: 2 clusters Score -2.954785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198277 members 
Mstep: Class 2 contains 198134 members 
Entering Unmasked Estep 
Score: -29279754.000000 Penalty: 6393.542969
	Iteration 0F: 3 clusters Score -2.927975e+07 nChanged 192953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195604 members 
Mstep: Class 2 contains 200807 members 
Entering Unmasked Estep 
Score: -29395988.000000 Penalty: 6393.542969
	Iteration 1F: 3 clusters Score -2.939599e+07 nChanged 10670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193104 members 
Mstep: Class 2 contains 203307 members 
Entering Unmasked Estep 
Score: -29398292.000000 Penalty: 6393.542969
	Iteration 2Q: 3 clusters Score -2.939829e+07 nChanged 12910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188904 members 
Mstep: Class 2 contains 207507 members 
Entering Unmasked Estep 
Score: -29401884.000000 Penalty: 6393.542969
	Iteration 3Q: 3 clusters Score -2.940188e+07 nChanged 16127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182321 members 
Mstep: Class 2 contains 214090 members 
Entering Unmasked Estep 
Score: -29407772.000000 Penalty: 6393.542969
	Iteration 4Q: 3 clusters Score -2.940777e+07 nChanged 19933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172564 members 
Mstep: Class 2 contains 223847 members 
Entering Unmasked Estep 
Score: -29416390.000000 Penalty: 6393.542969
	Iteration 5F: 3 clusters Score -2.941639e+07 nChanged 23256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159356 members 
Mstep: Class 2 contains 237055 members 
Entering Unmasked Estep 
Score: -29428816.000000 Penalty: 6393.542969
	Iteration 6F: 3 clusters Score -2.942882e+07 nChanged 25937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142417 members 
Mstep: Class 2 contains 253994 members 
Entering Unmasked Estep 
Score: -29442694.000000 Penalty: 6393.542969
	Iteration 7F: 3 clusters Score -2.944269e+07 nChanged 26178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123095 members 
Mstep: Class 2 contains 273316 members 
Entering Unmasked Estep 
Score: -29458086.000000 Penalty: 6393.542969
	Iteration 8F: 3 clusters Score -2.945809e+07 nChanged 24299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102756 members 
Mstep: Class 2 contains 293655 members 
Entering Unmasked Estep 
Score: -29472886.000000 Penalty: 6393.542969
	Iteration 9F: 3 clusters Score -2.947289e+07 nChanged 22294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81834 members 
Mstep: Class 2 contains 314577 members 
Entering Unmasked Estep 
Score: -29486758.000000 Penalty: 6393.542969
	Iteration 10F: 3 clusters Score -2.948676e+07 nChanged 20593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61447 members 
Mstep: Class 2 contains 334964 members 
Entering Unmasked Estep 
Score: -29500624.000000 Penalty: 6393.542969
	Iteration 11F: 3 clusters Score -2.950062e+07 nChanged 18552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 353504 members 
Entering Unmasked Estep 
Score: -29513318.000000 Penalty: 6393.542969
	Iteration 12Q: 3 clusters Score -2.951332e+07 nChanged 15361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 368865 members 
Entering Unmasked Estep 
Score: -29524636.000000 Penalty: 6393.542969
	Iteration 13Q: 3 clusters Score -2.952464e+07 nChanged 11337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 380202 members 
Entering Unmasked Estep 
Score: -29533580.000000 Penalty: 6393.542969
	Iteration 14Q: 3 clusters Score -2.953358e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 387432 members 
Entering Unmasked Estep 
Score: -29539324.000000 Penalty: 6393.542969
	Iteration 15Q: 3 clusters Score -2.953932e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 391369 members 
Entering Unmasked Estep 
Score: -29542366.000000 Penalty: 6393.542969
	Iteration 16Q: 3 clusters Score -2.954237e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 393245 members 
Entering Unmasked Estep 
Score: -29543572.000000 Penalty: 6393.542969
	Iteration 17Q: 3 clusters Score -2.954357e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 394140 members 
Entering Unmasked Estep 
Score: -29544280.000000 Penalty: 6393.542969
	Iteration 18Q: 3 clusters Score -2.954428e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 394601 members 
Entering Unmasked Estep 
Score: -29544688.000000 Penalty: 6393.542969
	Iteration 19Q: 3 clusters Score -2.954469e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 394837 members 
Entering Unmasked Estep 
Score: -29544892.000000 Penalty: 6393.542969
	Iteration 20F: 3 clusters Score -2.954489e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 394994 members 
Entering Unmasked Estep 
Score: -29545004.000000 Penalty: 6393.542969
	Iteration 21Q: 3 clusters Score -2.9545e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 395094 members 
Entering Unmasked Estep 
Score: -29545148.000000 Penalty: 6393.542969
	Iteration 22Q: 3 clusters Score -2.954515e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 395158 members 
Entering Unmasked Estep 
Score: -29545150.000000 Penalty: 6393.542969
	Iteration 23Q: 3 clusters Score -2.954515e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 395206 members 
Entering Unmasked Estep 
Score: -29545214.000000 Penalty: 6393.542969
	Iteration 24Q: 3 clusters Score -2.954521e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 395235 members 
Entering Unmasked Estep 
Score: -29545256.000000 Penalty: 6393.542969
	Iteration 25Q: 3 clusters Score -2.954526e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 395252 members 
Entering Unmasked Estep 
Score: -29545252.000000 Penalty: 6393.542969
	Iteration 26Q: 3 clusters Score -2.954525e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 395264 members 
Entering Unmasked Estep 
Score: -29545290.000000 Penalty: 6393.542969
	Iteration 27Q: 3 clusters Score -2.954529e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 395276 members 
Entering Unmasked Estep 
Score: -29545256.000000 Penalty: 6393.542969
	Iteration 28Q: 3 clusters Score -2.954526e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 395298 members 
Entering Unmasked Estep 
Score: -29545244.000000 Penalty: 6393.542969
	Iteration 29Q: 3 clusters Score -2.954524e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 395313 members 
Entering Unmasked Estep 
Score: -29545284.000000 Penalty: 6393.542969
	Iteration 30Q: 3 clusters Score -2.954528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 395325 members 
Entering Unmasked Estep 
Score: -29545270.000000 Penalty: 6393.542969
	Iteration 31Q: 3 clusters Score -2.954527e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 395325 members 
Entering Unmasked Estep 
Score: -29545260.000000 Penalty: 6393.542969
	Iteration 32Q: 3 clusters Score -2.954526e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 395335 members 
Entering Unmasked Estep 
Score: -29545276.000000 Penalty: 6393.542969
	Iteration 33Q: 3 clusters Score -2.954528e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 395343 members 
Entering Unmasked Estep 
Score: -29545294.000000 Penalty: 6393.542969
	Iteration 34Q: 3 clusters Score -2.954529e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 395355 members 
Entering Unmasked Estep 
Score: -29545330.000000 Penalty: 6393.542969
	Iteration 35Q: 3 clusters Score -2.954533e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 395364 members 
Entering Unmasked Estep 
Score: -29545294.000000 Penalty: 6393.542969
	Iteration 36Q: 3 clusters Score -2.954529e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 395377 members 
Entering Unmasked Estep 
Score: -29545352.000000 Penalty: 6393.542969
	Iteration 37Q: 3 clusters Score -2.954535e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 395396 members 
Entering Unmasked Estep 
Score: -29545358.000000 Penalty: 6393.542969
	Iteration 38Q: 3 clusters Score -2.954536e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 395406 members 
Entering Unmasked Estep 
Score: -29545390.000000 Penalty: 6393.542969
	Iteration 39Q: 3 clusters Score -2.954539e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 395415 members 
Entering Unmasked Estep 
Score: -29545384.000000 Penalty: 6393.542969
	Iteration 40F: 3 clusters Score -2.954538e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 395414 members 
Entering Unmasked Estep 
Score: -29545392.000000 Penalty: 6393.542969
	Iteration 41Q: 3 clusters Score -2.954539e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 395416 members 
Entering Unmasked Estep 
Score: -29545400.000000 Penalty: 6393.542969
	Iteration 42Q: 3 clusters Score -2.95454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 395419 members 
Entering Unmasked Estep 
Score: -29545400.000000 Penalty: 6393.542969
	Iteration 43Q: 3 clusters Score -2.95454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 395421 members 
Entering Unmasked Estep 
Score: -29545400.000000 Penalty: 6393.542969
	Iteration 44Q: 3 clusters Score -2.95454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 395425 members 
Entering Unmasked Estep 
Score: -29545406.000000 Penalty: 6393.542969
	Iteration 45Q: 3 clusters Score -2.954541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 395424 members 
Entering Unmasked Estep 
Score: -29545394.000000 Penalty: 6393.542969
	Iteration 46Q: 3 clusters Score -2.954539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 395422 members 
Entering Unmasked Estep 
Score: -29545396.000000 Penalty: 6393.542969
	Iteration 47Q: 3 clusters Score -2.95454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 395423 members 
Entering Unmasked Estep 
Score: -29545388.000000 Penalty: 6393.542969
	Iteration 48Q: 3 clusters Score -2.954539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 395424 members 
Entering Unmasked Estep 
Score: -29545382.000000 Penalty: 6393.542969
	Iteration 49Q: 3 clusters Score -2.954538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 395425 members 
Entering Unmasked Estep 
Score: -29545384.000000 Penalty: 6393.542969
	Iteration 50Q: 3 clusters Score -2.954538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 395425 members 
Entering Unmasked Estep 
Score: -29545392.000000 Penalty: 6393.542969
	Iteration 51Q: 3 clusters Score -2.954539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 395426 members 
Entering Unmasked Estep 
Score: -29545398.000000 Penalty: 6393.542969
	Iteration 52Q: 3 clusters Score -2.95454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 395425 members 
Entering Unmasked Estep 
Score: -29545394.000000 Penalty: 6393.542969
	Iteration 53Q: 3 clusters Score -2.954539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 395426 members 
Entering Unmasked Estep 
Score: -29545388.000000 Penalty: 6393.542969
	Iteration 54Q: 3 clusters Score -2.954539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 395429 members 
Entering Unmasked Estep 
Score: -29545384.000000 Penalty: 6393.542969
	Iteration 55Q: 3 clusters Score -2.954538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 395428 members 
Entering Unmasked Estep 
Score: -29545384.000000 Penalty: 6393.542969
	Iteration 56Q: 3 clusters Score -2.954538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 395428 members 
Entering Unmasked Estep 
Score: -29545384.000000 Penalty: 6393.542969
	Iteration 57F: 3 clusters Score -2.954538e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Entering Unmasked Estep 
Score: -1426758.125000 Penalty: 2444.957520
	Iteration 0F: 2 clusters Score -1426758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1413353.625000 Penalty: 4889.915039
	Iteration 0F: 3 clusters Score -1413354 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1418217.625000 Penalty: 4889.915039
	Iteration 1F: 3 clusters Score -1418218 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1419582.500000 Penalty: 4889.915039
	Iteration 2F: 3 clusters Score -1419582 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1420734.500000 Penalty: 4889.915039
	Iteration 3F: 3 clusters Score -1420734 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1422125.125000 Penalty: 4889.915039
	Iteration 4F: 3 clusters Score -1422125 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1424117.375000 Penalty: 4889.915039
	Iteration 5F: 3 clusters Score -1424117 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1426427.375000 Penalty: 4889.915039
	Iteration 6F: 3 clusters Score -1426427 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1427906.000000 Penalty: 4889.915039
	Iteration 7F: 3 clusters Score -1427906 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1428521.625000 Penalty: 4889.915039
	Iteration 8Q: 3 clusters Score -1428522 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1428814.750000 Penalty: 4889.915039
	Iteration 9Q: 3 clusters Score -1428815 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1428988.000000 Penalty: 4889.915039
	Iteration 10Q: 3 clusters Score -1428988 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1429104.500000 Penalty: 4889.915039
	Iteration 11Q: 3 clusters Score -1429104 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1429190.250000 Penalty: 4889.915039
	Iteration 12Q: 3 clusters Score -1429190 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1429250.875000 Penalty: 4889.915039
	Iteration 13Q: 3 clusters Score -1429251 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1429290.125000 Penalty: 4889.915039
	Iteration 14Q: 3 clusters Score -1429290 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1429315.750000 Penalty: 4889.915039
	Iteration 15Q: 3 clusters Score -1429316 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1429329.500000 Penalty: 4889.915039
	Iteration 16Q: 3 clusters Score -1429330 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1429343.500000 Penalty: 4889.915039
	Iteration 17Q: 3 clusters Score -1429344 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1429353.625000 Penalty: 4889.915039
	Iteration 18Q: 3 clusters Score -1429354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1429365.500000 Penalty: 4889.915039
	Iteration 19Q: 3 clusters Score -1429366 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1429373.875000 Penalty: 4889.915039
	Iteration 20F: 3 clusters Score -1429374 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1429382.625000 Penalty: 4889.915039
	Iteration 21Q: 3 clusters Score -1429383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1429389.875000 Penalty: 4889.915039
	Iteration 22Q: 3 clusters Score -1429390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1429396.000000 Penalty: 4889.915039
	Iteration 23Q: 3 clusters Score -1429396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1429404.375000 Penalty: 4889.915039
	Iteration 24Q: 3 clusters Score -1429404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1429410.750000 Penalty: 4889.915039
	Iteration 25Q: 3 clusters Score -1429411 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1429418.250000 Penalty: 4889.915039
	Iteration 26Q: 3 clusters Score -1429418 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1429429.875000 Penalty: 4889.915039
	Iteration 27Q: 3 clusters Score -1429430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1429437.500000 Penalty: 4889.915039
	Iteration 28Q: 3 clusters Score -1429438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1429451.125000 Penalty: 4889.915039
	Iteration 29Q: 3 clusters Score -1429451 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1429464.875000 Penalty: 4889.915039
	Iteration 30Q: 3 clusters Score -1429465 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1429483.125000 Penalty: 4889.915039
	Iteration 31Q: 3 clusters Score -1429483 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1429484.250000 Penalty: 4889.915039
	Iteration 32Q: 3 clusters Score -1429484 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1429490.125000 Penalty: 4889.915039
	Iteration 33Q: 3 clusters Score -1429490 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1429496.500000 Penalty: 4889.915039
	Iteration 34Q: 3 clusters Score -1429496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1429501.625000 Penalty: 4889.915039
	Iteration 35Q: 3 clusters Score -1429502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1429505.000000 Penalty: 4889.915039
	Iteration 36Q: 3 clusters Score -1429505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1429509.875000 Penalty: 4889.915039
	Iteration 37Q: 3 clusters Score -1429510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1429511.375000 Penalty: 4889.915039
	Iteration 38Q: 3 clusters Score -1429511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1429510.750000 Penalty: 4889.915039
	Iteration 39Q: 3 clusters Score -1429511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1429516.125000 Penalty: 4889.915039
	Iteration 40F: 3 clusters Score -1429516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1429513.500000 Penalty: 4889.915039
	Iteration 41Q: 3 clusters Score -1429514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1429514.250000 Penalty: 4889.915039
	Iteration 42Q: 3 clusters Score -1429514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1429518.125000 Penalty: 4889.915039
	Iteration 43Q: 3 clusters Score -1429518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1429514.375000 Penalty: 4889.915039
	Iteration 44Q: 3 clusters Score -1429514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1429516.125000 Penalty: 4889.915039
	Iteration 45Q: 3 clusters Score -1429516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1429517.250000 Penalty: 4889.915039
	Iteration 46Q: 3 clusters Score -1429517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1429517.000000 Penalty: 4889.915039
	Iteration 47Q: 3 clusters Score -1429517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1429519.000000 Penalty: 4889.915039
	Iteration 48Q: 3 clusters Score -1429519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1429518.500000 Penalty: 4889.915039
	Iteration 49Q: 3 clusters Score -1429518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1429518.250000 Penalty: 4889.915039
	Iteration 50Q: 3 clusters Score -1429518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1429516.250000 Penalty: 4889.915039
	Iteration 51Q: 3 clusters Score -1429516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1429516.250000 Penalty: 4889.915039
	Iteration 52F: 3 clusters Score -1429516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 71854 members 
Mstep: Class 3 contains 219220 members 
Mstep: Class 4 contains 4577 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 4035 members 
Mstep: Class 7 contains 10206 members 
Mstep: Class 8 contains 35313 members 
Mstep: Class 9 contains 396411 members 
Mstep: Class 10 contains 4651 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 51774 members 
Mstep: Class 13 contains 37701 members 
Mstep: Class 14 contains 16227 members 
Mstep: Class 15 contains 8711 members 
Mstep: Class 16 contains 26643 members 
Mstep: Class 17 contains 28616 members 
Mstep: Class 18 contains 214390 members 
Mstep: Class 19 contains 15289 members 
Mstep: Class 20 contains 9599 members 
Mstep: Class 21 contains 43091 members 
Mstep: Class 22 contains 22873 members 
Mstep: Class 23 contains 22719 members 
Mstep: Class 24 contains 145971 members 
Mstep: Class 25 contains 6587 members 
Entering Unmasked Estep 
Score: -102150016.000000 Penalty: 87812.828125
Splitting cluster 11 changes total score from -102142032.000000 to -102150016.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (51774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Entering Unmasked Estep 
Score: -3963842.000000 Penalty: 2691.951660
	Iteration 0F: 2 clusters Score -3963842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -3929112.250000 Penalty: 5383.903320
	Iteration 0F: 3 clusters Score -3929112 nChanged 23875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -3942668.000000 Penalty: 5383.903320
	Iteration 1F: 3 clusters Score -3942668 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -3943276.250000 Penalty: 5383.903320
	Iteration 2Q: 3 clusters Score -3943276 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -3944051.750000 Penalty: 5383.903320
	Iteration 3Q: 3 clusters Score -3944052 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -3945131.500000 Penalty: 5383.903320
	Iteration 4Q: 3 clusters Score -3945132 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3946710.750000 Penalty: 5383.903320
	Iteration 5F: 3 clusters Score -3946711 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -3948847.000000 Penalty: 5383.903320
	Iteration 6F: 3 clusters Score -3948847 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -3951698.000000 Penalty: 5383.903320
	Iteration 7F: 3 clusters Score -3951698 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -3954620.000000 Penalty: 5383.903320
	Iteration 8F: 3 clusters Score -3954620 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -3957025.000000 Penalty: 5383.903320
	Iteration 9F: 3 clusters Score -3957025 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -3958713.000000 Penalty: 5383.903320
	Iteration 10Q: 3 clusters Score -3958713 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -3959807.500000 Penalty: 5383.903320
	Iteration 11Q: 3 clusters Score -3959808 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3960486.500000 Penalty: 5383.903320
	Iteration 12Q: 3 clusters Score -3960486 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3960917.750000 Penalty: 5383.903320
	Iteration 13Q: 3 clusters Score -3960918 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3961146.750000 Penalty: 5383.903320
	Iteration 14Q: 3 clusters Score -3961147 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3961301.500000 Penalty: 5383.903320
	Iteration 15Q: 3 clusters Score -3961302 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50642 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3961384.500000 Penalty: 5383.903320
	Iteration 16Q: 3 clusters Score -3961384 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3961443.500000 Penalty: 5383.903320
	Iteration 17Q: 3 clusters Score -3961444 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50806 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3961498.250000 Penalty: 5383.903320
	Iteration 18Q: 3 clusters Score -3961498 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3961529.000000 Penalty: 5383.903320
	Iteration 19Q: 3 clusters Score -3961529 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50901 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3961552.750000 Penalty: 5383.903320
	Iteration 20F: 3 clusters Score -3961553 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3961581.750000 Penalty: 5383.903320
	Iteration 21Q: 3 clusters Score -3961582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3961588.250000 Penalty: 5383.903320
	Iteration 22Q: 3 clusters Score -3961588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3961591.500000 Penalty: 5383.903320
	Iteration 23Q: 3 clusters Score -3961592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50987 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3961597.000000 Penalty: 5383.903320
	Iteration 24Q: 3 clusters Score -3961597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50997 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3961607.000000 Penalty: 5383.903320
	Iteration 25Q: 3 clusters Score -3961607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51011 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3961612.750000 Penalty: 5383.903320
	Iteration 26Q: 3 clusters Score -3961613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51022 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3961619.750000 Penalty: 5383.903320
	Iteration 27Q: 3 clusters Score -3961620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3961624.750000 Penalty: 5383.903320
	Iteration 28Q: 3 clusters Score -3961625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3961625.250000 Penalty: 5383.903320
	Iteration 29Q: 3 clusters Score -3961625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3961624.000000 Penalty: 5383.903320
	Iteration 30Q: 3 clusters Score -3961624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3961627.250000 Penalty: 5383.903320
	Iteration 31Q: 3 clusters Score -3961627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3961630.000000 Penalty: 5383.903320
	Iteration 32Q: 3 clusters Score -3961630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51043 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3961632.750000 Penalty: 5383.903320
	Iteration 33Q: 3 clusters Score -3961633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3961632.000000 Penalty: 5383.903320
	Iteration 34Q: 3 clusters Score -3961632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3961632.000000 Penalty: 5383.903320
	Iteration 35F: 3 clusters Score -3961632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Entering Unmasked Estep 
Score: -2404928.250000 Penalty: 2613.285645
	Iteration 0F: 2 clusters Score -2404928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2379469.250000 Penalty: 5226.571289
	Iteration 0F: 3 clusters Score -2379469 nChanged 17151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -2390013.500000 Penalty: 5226.571289
	Iteration 1F: 3 clusters Score -2390014 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2392160.000000 Penalty: 5226.571289
	Iteration 2F: 3 clusters Score -2392160 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2394828.250000 Penalty: 5226.571289
	Iteration 3F: 3 clusters Score -2394828 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2397214.500000 Penalty: 5226.571289
	Iteration 4F: 3 clusters Score -2397214 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2398918.750000 Penalty: 5226.571289
	Iteration 5F: 3 clusters Score -2398919 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2400165.250000 Penalty: 5226.571289
	Iteration 6F: 3 clusters Score -2400165 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -2401054.250000 Penalty: 5226.571289
	Iteration 7Q: 3 clusters Score -2401054 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2401835.750000 Penalty: 5226.571289
	Iteration 8Q: 3 clusters Score -2401836 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2402598.250000 Penalty: 5226.571289
	Iteration 9Q: 3 clusters Score -2402598 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2403411.750000 Penalty: 5226.571289
	Iteration 10Q: 3 clusters Score -2403412 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2404178.750000 Penalty: 5226.571289
	Iteration 11Q: 3 clusters Score -2404179 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2404852.500000 Penalty: 5226.571289
	Iteration 12Q: 3 clusters Score -2404852 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2405434.750000 Penalty: 5226.571289
	Iteration 13Q: 3 clusters Score -2405435 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2405851.250000 Penalty: 5226.571289
	Iteration 14Q: 3 clusters Score -2405851 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2406212.500000 Penalty: 5226.571289
	Iteration 15Q: 3 clusters Score -2406212 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2406513.000000 Penalty: 5226.571289
	Iteration 16Q: 3 clusters Score -2406513 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2406748.750000 Penalty: 5226.571289
	Iteration 17Q: 3 clusters Score -2406749 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2406972.750000 Penalty: 5226.571289
	Iteration 18Q: 3 clusters Score -2406973 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2407229.750000 Penalty: 5226.571289
	Iteration 19Q: 3 clusters Score -2407230 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2407550.000000 Penalty: 5226.571289
	Iteration 20F: 3 clusters Score -2407550 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2407845.500000 Penalty: 5226.571289
	Iteration 21Q: 3 clusters Score -2407846 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2407994.000000 Penalty: 5226.571289
	Iteration 22Q: 3 clusters Score -2407994 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2408068.000000 Penalty: 5226.571289
	Iteration 23Q: 3 clusters Score -2408068 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2408100.250000 Penalty: 5226.571289
	Iteration 24Q: 3 clusters Score -2408100 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2408108.750000 Penalty: 5226.571289
	Iteration 25Q: 3 clusters Score -2408109 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2408118.500000 Penalty: 5226.571289
	Iteration 26Q: 3 clusters Score -2408118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2408113.500000 Penalty: 5226.571289
	Iteration 27Q: 3 clusters Score -2408114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2408120.750000 Penalty: 5226.571289
	Iteration 28Q: 3 clusters Score -2408121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2408117.500000 Penalty: 5226.571289
	Iteration 29Q: 3 clusters Score -2408118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2408119.000000 Penalty: 5226.571289
	Iteration 30Q: 3 clusters Score -2408119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2408119.250000 Penalty: 5226.571289
	Iteration 31Q: 3 clusters Score -2408119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2408120.750000 Penalty: 5226.571289
	Iteration 32Q: 3 clusters Score -2408121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2408120.250000 Penalty: 5226.571289
	Iteration 33Q: 3 clusters Score -2408120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2408117.250000 Penalty: 5226.571289
	Iteration 34Q: 3 clusters Score -2408117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2408117.250000 Penalty: 5226.571289
	Iteration 35F: 3 clusters Score -2408117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 71854 members 
Mstep: Class 3 contains 219220 members 
Mstep: Class 4 contains 4577 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 4035 members 
Mstep: Class 7 contains 10206 members 
Mstep: Class 8 contains 35313 members 
Mstep: Class 9 contains 396411 members 
Mstep: Class 10 contains 4651 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 51774 members 
Mstep: Class 13 contains 24547 members 
Mstep: Class 14 contains 16227 members 
Mstep: Class 15 contains 8711 members 
Mstep: Class 16 contains 26643 members 
Mstep: Class 17 contains 28616 members 
Mstep: Class 18 contains 214390 members 
Mstep: Class 19 contains 15289 members 
Mstep: Class 20 contains 9599 members 
Mstep: Class 21 contains 43091 members 
Mstep: Class 22 contains 22873 members 
Mstep: Class 23 contains 22719 members 
Mstep: Class 24 contains 145971 members 
Mstep: Class 25 contains 6587 members 
Mstep: Class 26 contains 13154 members 
Entering Unmasked Estep 
Score: -102152032.000000 Penalty: 91325.343750
Splitting cluster 13 changes total score from -102142032.000000 to -102152032.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (16227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Entering Unmasked Estep 
Score: -1150135.000000 Penalty: 2404.219238
	Iteration 0F: 2 clusters Score -1150135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1138569.250000 Penalty: 4808.438477
	Iteration 0F: 3 clusters Score -1138569 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1142637.500000 Penalty: 4808.438477
	Iteration 1F: 3 clusters Score -1142638 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1144178.250000 Penalty: 4808.438477
	Iteration 2F: 3 clusters Score -1144178 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1146958.625000 Penalty: 4808.438477
	Iteration 3F: 3 clusters Score -1146959 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1150759.375000 Penalty: 4808.438477
	Iteration 4F: 3 clusters Score -1150759 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1153342.875000 Penalty: 4808.438477
	Iteration 5F: 3 clusters Score -1153343 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1154538.375000 Penalty: 4808.438477
	Iteration 6F: 3 clusters Score -1154538 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1155126.500000 Penalty: 4808.438477
	Iteration 7Q: 3 clusters Score -1155126 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1155377.250000 Penalty: 4808.438477
	Iteration 8Q: 3 clusters Score -1155377 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1155488.000000 Penalty: 4808.438477
	Iteration 9Q: 3 clusters Score -1155488 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1155540.750000 Penalty: 4808.438477
	Iteration 10Q: 3 clusters Score -1155541 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1155568.375000 Penalty: 4808.438477
	Iteration 11Q: 3 clusters Score -1155568 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1155592.125000 Penalty: 4808.438477
	Iteration 12Q: 3 clusters Score -1155592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1155611.375000 Penalty: 4808.438477
	Iteration 13Q: 3 clusters Score -1155611 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1155629.500000 Penalty: 4808.438477
	Iteration 14Q: 3 clusters Score -1155630 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1155661.500000 Penalty: 4808.438477
	Iteration 15Q: 3 clusters Score -1155662 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1155697.000000 Penalty: 4808.438477
	Iteration 16Q: 3 clusters Score -1155697 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1155772.875000 Penalty: 4808.438477
	Iteration 17Q: 3 clusters Score -1155773 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1155979.125000 Penalty: 4808.438477
	Iteration 18Q: 3 clusters Score -1155979 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1156470.125000 Penalty: 4808.438477
	Iteration 19Q: 3 clusters Score -1156470 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1156802.000000 Penalty: 4808.438477
	Iteration 20F: 3 clusters Score -1156802 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1156878.375000 Penalty: 4808.438477
	Iteration 21Q: 3 clusters Score -1156878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1156888.250000 Penalty: 4808.438477
	Iteration 22Q: 3 clusters Score -1156888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1156892.000000 Penalty: 4808.438477
	Iteration 23Q: 3 clusters Score -1156892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1156892.375000 Penalty: 4808.438477
	Iteration 24Q: 3 clusters Score -1156892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1156890.750000 Penalty: 4808.438477
	Iteration 25Q: 3 clusters Score -1156891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1156890.500000 Penalty: 4808.438477
	Iteration 26Q: 3 clusters Score -1156890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1156890.875000 Penalty: 4808.438477
	Iteration 27Q: 3 clusters Score -1156891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1156893.250000 Penalty: 4808.438477
	Iteration 28Q: 3 clusters Score -1156893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1156894.000000 Penalty: 4808.438477
	Iteration 29Q: 3 clusters Score -1156894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1156894.000000 Penalty: 4808.438477
	Iteration 30F: 3 clusters Score -1156894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 71854 members 
Mstep: Class 3 contains 219220 members 
Mstep: Class 4 contains 4577 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 4035 members 
Mstep: Class 7 contains 10206 members 
Mstep: Class 8 contains 35313 members 
Mstep: Class 9 contains 396411 members 
Mstep: Class 10 contains 4651 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 51774 members 
Mstep: Class 13 contains 24547 members 
Mstep: Class 14 contains 11794 members 
Mstep: Class 15 contains 8711 members 
Mstep: Class 16 contains 26643 members 
Mstep: Class 17 contains 28616 members 
Mstep: Class 18 contains 214390 members 
Mstep: Class 19 contains 15289 members 
Mstep: Class 20 contains 9599 members 
Mstep: Class 21 contains 43091 members 
Mstep: Class 22 contains 22873 members 
Mstep: Class 23 contains 22719 members 
Mstep: Class 24 contains 145971 members 
Mstep: Class 25 contains 6587 members 
Mstep: Class 26 contains 13154 members 
Mstep: Class 27 contains 4433 members 
Entering Unmasked Estep 
Score: -102157488.000000 Penalty: 94837.859375
Splitting cluster 14 changes total score from -102142032.000000 to -102157488.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (8711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Entering Unmasked Estep 
Score: -579666.937500 Penalty: 2249.940918
	Iteration 0F: 2 clusters Score -579666.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -572822.500000 Penalty: 4499.881836
	Iteration 0F: 3 clusters Score -572822.5 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -575802.000000 Penalty: 4499.881836
	Iteration 1F: 3 clusters Score -575802 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -578581.250000 Penalty: 4499.881836
	Iteration 2F: 3 clusters Score -578581.2 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -581403.125000 Penalty: 4499.881836
	Iteration 3F: 3 clusters Score -581403.1 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -583488.562500 Penalty: 4499.881836
	Iteration 4F: 3 clusters Score -583488.6 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -584995.062500 Penalty: 4499.881836
	Iteration 5F: 3 clusters Score -584995.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -585601.375000 Penalty: 4499.881836
	Iteration 6Q: 3 clusters Score -585601.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -585713.500000 Penalty: 4499.881836
	Iteration 7Q: 3 clusters Score -585713.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -585771.500000 Penalty: 4499.881836
	Iteration 8Q: 3 clusters Score -585771.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -585843.187500 Penalty: 4499.881836
	Iteration 9Q: 3 clusters Score -585843.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -585993.125000 Penalty: 4499.881836
	Iteration 10Q: 3 clusters Score -585993.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -586164.187500 Penalty: 4499.881836
	Iteration 11Q: 3 clusters Score -586164.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -586208.625000 Penalty: 4499.881836
	Iteration 12Q: 3 clusters Score -586208.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -586226.312500 Penalty: 4499.881836
	Iteration 13Q: 3 clusters Score -586226.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -586238.625000 Penalty: 4499.881836
	Iteration 14Q: 3 clusters Score -586238.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -586246.500000 Penalty: 4499.881836
	Iteration 15Q: 3 clusters Score -586246.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -586253.437500 Penalty: 4499.881836
	Iteration 16Q: 3 clusters Score -586253.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -586257.250000 Penalty: 4499.881836
	Iteration 17Q: 3 clusters Score -586257.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -586263.500000 Penalty: 4499.881836
	Iteration 18Q: 3 clusters Score -586263.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -586268.437500 Penalty: 4499.881836
	Iteration 19Q: 3 clusters Score -586268.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -586270.875000 Penalty: 4499.881836
	Iteration 20F: 3 clusters Score -586270.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -586275.812500 Penalty: 4499.881836
	Iteration 21Q: 3 clusters Score -586275.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -586280.437500 Penalty: 4499.881836
	Iteration 22Q: 3 clusters Score -586280.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -586281.312500 Penalty: 4499.881836
	Iteration 23Q: 3 clusters Score -586281.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -586283.500000 Penalty: 4499.881836
	Iteration 24Q: 3 clusters Score -586283.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -586283.625000 Penalty: 4499.881836
	Iteration 25Q: 3 clusters Score -586283.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -586284.125000 Penalty: 4499.881836
	Iteration 26Q: 3 clusters Score -586284.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -586285.375000 Penalty: 4499.881836
	Iteration 27Q: 3 clusters Score -586285.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -586288.375000 Penalty: 4499.881836
	Iteration 28Q: 3 clusters Score -586288.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -586292.437500 Penalty: 4499.881836
	Iteration 29Q: 3 clusters Score -586292.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -586293.437500 Penalty: 4499.881836
	Iteration 30Q: 3 clusters Score -586293.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -586295.500000 Penalty: 4499.881836
	Iteration 31Q: 3 clusters Score -586295.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -586295.187500 Penalty: 4499.881836
	Iteration 32Q: 3 clusters Score -586295.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -586295.125000 Penalty: 4499.881836
	Iteration 33Q: 3 clusters Score -586295.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -586295.687500 Penalty: 4499.881836
	Iteration 34Q: 3 clusters Score -586295.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -586295.625000 Penalty: 4499.881836
	Iteration 35Q: 3 clusters Score -586295.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -586295.375000 Penalty: 4499.881836
	Iteration 36Q: 3 clusters Score -586295.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -586296.562500 Penalty: 4499.881836
	Iteration 37Q: 3 clusters Score -586296.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -586296.500000 Penalty: 4499.881836
	Iteration 38Q: 3 clusters Score -586296.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -586297.875000 Penalty: 4499.881836
	Iteration 39Q: 3 clusters Score -586297.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -586298.125000 Penalty: 4499.881836
	Iteration 40F: 3 clusters Score -586298.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 71854 members 
Mstep: Class 3 contains 219220 members 
Mstep: Class 4 contains 4577 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 4035 members 
Mstep: Class 7 contains 10206 members 
Mstep: Class 8 contains 35313 members 
Mstep: Class 9 contains 396411 members 
Mstep: Class 10 contains 4651 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 51774 members 
Mstep: Class 13 contains 24547 members 
Mstep: Class 14 contains 11794 members 
Mstep: Class 15 contains 4537 members 
Mstep: Class 16 contains 26643 members 
Mstep: Class 17 contains 28616 members 
Mstep: Class 18 contains 214390 members 
Mstep: Class 19 contains 15289 members 
Mstep: Class 20 contains 9599 members 
Mstep: Class 21 contains 43091 members 
Mstep: Class 22 contains 22873 members 
Mstep: Class 23 contains 22719 members 
Mstep: Class 24 contains 145971 members 
Mstep: Class 25 contains 6587 members 
Mstep: Class 26 contains 13154 members 
Mstep: Class 27 contains 4433 members 
Mstep: Class 28 contains 4174 members 
Entering Unmasked Estep 
Score: -102162952.000000 Penalty: 98350.367188
Splitting cluster 15 changes total score from -102142032.000000 to -102162952.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (26643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Entering Unmasked Estep 
Score: -1955320.125000 Penalty: 2527.189941
	Iteration 0F: 2 clusters Score -1955320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1936807.625000 Penalty: 5054.379883
	Iteration 0F: 3 clusters Score -1936808 nChanged 12035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1944070.750000 Penalty: 5054.379883
	Iteration 1F: 3 clusters Score -1944071 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1945902.250000 Penalty: 5054.379883
	Iteration 2F: 3 clusters Score -1945902 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1948505.125000 Penalty: 5054.379883
	Iteration 3F: 3 clusters Score -1948505 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -1951085.375000 Penalty: 5054.379883
	Iteration 4F: 3 clusters Score -1951085 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -1952939.000000 Penalty: 5054.379883
	Iteration 5F: 3 clusters Score -1952939 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -1953883.000000 Penalty: 5054.379883
	Iteration 6F: 3 clusters Score -1953883 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -1954309.875000 Penalty: 5054.379883
	Iteration 7Q: 3 clusters Score -1954310 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -1954563.375000 Penalty: 5054.379883
	Iteration 8Q: 3 clusters Score -1954563 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -1954761.875000 Penalty: 5054.379883
	Iteration 9Q: 3 clusters Score -1954762 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -1954920.125000 Penalty: 5054.379883
	Iteration 10Q: 3 clusters Score -1954920 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -1955050.125000 Penalty: 5054.379883
	Iteration 11Q: 3 clusters Score -1955050 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -1955177.750000 Penalty: 5054.379883
	Iteration 12Q: 3 clusters Score -1955178 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -1955293.250000 Penalty: 5054.379883
	Iteration 13Q: 3 clusters Score -1955293 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -1955379.250000 Penalty: 5054.379883
	Iteration 14Q: 3 clusters Score -1955379 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -1955464.125000 Penalty: 5054.379883
	Iteration 15Q: 3 clusters Score -1955464 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -1955536.125000 Penalty: 5054.379883
	Iteration 16Q: 3 clusters Score -1955536 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -1955612.875000 Penalty: 5054.379883
	Iteration 17Q: 3 clusters Score -1955613 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -1955670.125000 Penalty: 5054.379883
	Iteration 18Q: 3 clusters Score -1955670 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -1955727.375000 Penalty: 5054.379883
	Iteration 19Q: 3 clusters Score -1955727 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -1955769.375000 Penalty: 5054.379883
	Iteration 20F: 3 clusters Score -1955769 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -1955817.375000 Penalty: 5054.379883
	Iteration 21Q: 3 clusters Score -1955817 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -1955856.500000 Penalty: 5054.379883
	Iteration 22Q: 3 clusters Score -1955856 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -1955907.000000 Penalty: 5054.379883
	Iteration 23Q: 3 clusters Score -1955907 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -1955939.625000 Penalty: 5054.379883
	Iteration 24Q: 3 clusters Score -1955940 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -1955957.250000 Penalty: 5054.379883
	Iteration 25Q: 3 clusters Score -1955957 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -1955979.625000 Penalty: 5054.379883
	Iteration 26Q: 3 clusters Score -1955980 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -1955999.000000 Penalty: 5054.379883
	Iteration 27Q: 3 clusters Score -1955999 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -1956018.625000 Penalty: 5054.379883
	Iteration 28Q: 3 clusters Score -1956019 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -1956029.375000 Penalty: 5054.379883
	Iteration 29Q: 3 clusters Score -1956029 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -1956039.000000 Penalty: 5054.379883
	Iteration 30Q: 3 clusters Score -1956039 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -1956055.500000 Penalty: 5054.379883
	Iteration 31Q: 3 clusters Score -1956056 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -1956070.750000 Penalty: 5054.379883
	Iteration 32Q: 3 clusters Score -1956071 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -1956083.000000 Penalty: 5054.379883
	Iteration 33Q: 3 clusters Score -1956083 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -1956090.000000 Penalty: 5054.379883
	Iteration 34Q: 3 clusters Score -1956090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -1956099.000000 Penalty: 5054.379883
	Iteration 35Q: 3 clusters Score -1956099 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -1956111.000000 Penalty: 5054.379883
	Iteration 36Q: 3 clusters Score -1956111 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -1956114.875000 Penalty: 5054.379883
	Iteration 37Q: 3 clusters Score -1956115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -1956124.625000 Penalty: 5054.379883
	Iteration 38Q: 3 clusters Score -1956125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -1956129.875000 Penalty: 5054.379883
	Iteration 39Q: 3 clusters Score -1956130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -1956131.250000 Penalty: 5054.379883
	Iteration 40F: 3 clusters Score -1956131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -1956133.000000 Penalty: 5054.379883
	Iteration 41Q: 3 clusters Score -1956133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -1956134.000000 Penalty: 5054.379883
	Iteration 42Q: 3 clusters Score -1956134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -1956139.250000 Penalty: 5054.379883
	Iteration 43Q: 3 clusters Score -1956139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -1956143.500000 Penalty: 5054.379883
	Iteration 44Q: 3 clusters Score -1956144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -1956141.500000 Penalty: 5054.379883
	Iteration 45Q: 3 clusters Score -1956142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -1956145.875000 Penalty: 5054.379883
	Iteration 46Q: 3 clusters Score -1956146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -1956145.000000 Penalty: 5054.379883
	Iteration 47Q: 3 clusters Score -1956145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -1956147.125000 Penalty: 5054.379883
	Iteration 48Q: 3 clusters Score -1956147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -1956147.875000 Penalty: 5054.379883
	Iteration 49Q: 3 clusters Score -1956148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -1956144.625000 Penalty: 5054.379883
	Iteration 50Q: 3 clusters Score -1956145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -1956148.750000 Penalty: 5054.379883
	Iteration 51Q: 3 clusters Score -1956149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -1956151.625000 Penalty: 5054.379883
	Iteration 52Q: 3 clusters Score -1956152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -1956153.250000 Penalty: 5054.379883
	Iteration 53Q: 3 clusters Score -1956153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -1956156.625000 Penalty: 5054.379883
	Iteration 54Q: 3 clusters Score -1956157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -1956157.375000 Penalty: 5054.379883
	Iteration 55Q: 3 clusters Score -1956157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -1956157.375000 Penalty: 5054.379883
	Iteration 56F: 3 clusters Score -1956157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 71854 members 
Mstep: Class 3 contains 219220 members 
Mstep: Class 4 contains 4577 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 4035 members 
Mstep: Class 7 contains 10206 members 
Mstep: Class 8 contains 35313 members 
Mstep: Class 9 contains 396411 members 
Mstep: Class 10 contains 4651 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 51774 members 
Mstep: Class 13 contains 24547 members 
Mstep: Class 14 contains 11794 members 
Mstep: Class 15 contains 4537 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 28616 members 
Mstep: Class 18 contains 214390 members 
Mstep: Class 19 contains 15289 members 
Mstep: Class 20 contains 9599 members 
Mstep: Class 21 contains 43091 members 
Mstep: Class 22 contains 22873 members 
Mstep: Class 23 contains 22719 members 
Mstep: Class 24 contains 145971 members 
Mstep: Class 25 contains 6587 members 
Mstep: Class 26 contains 13154 members 
Mstep: Class 27 contains 4433 members 
Mstep: Class 28 contains 4174 members 
Mstep: Class 29 contains 25030 members 
Entering Unmasked Estep 
Score: -102162712.000000 Penalty: 101862.882812
Splitting cluster 16 changes total score from -102142032.000000 to -102162712.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (28616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Entering Unmasked Estep 
Score: -2092135.375000 Penalty: 2544.906982
	Iteration 0F: 2 clusters Score -2092135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2072507.250000 Penalty: 5089.813965
	Iteration 0F: 3 clusters Score -2072507 nChanged 12908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -2080517.625000 Penalty: 5089.813965
	Iteration 1F: 3 clusters Score -2080518 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2082599.000000 Penalty: 5089.813965
	Iteration 2F: 3 clusters Score -2082599 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2085397.125000 Penalty: 5089.813965
	Iteration 3F: 3 clusters Score -2085397 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2088457.375000 Penalty: 5089.813965
	Iteration 4F: 3 clusters Score -2088457 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -2090850.625000 Penalty: 5089.813965
	Iteration 5F: 3 clusters Score -2090851 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2092153.750000 Penalty: 5089.813965
	Iteration 6F: 3 clusters Score -2092154 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2092996.125000 Penalty: 5089.813965
	Iteration 7F: 3 clusters Score -2092996 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2093731.000000 Penalty: 5089.813965
	Iteration 8Q: 3 clusters Score -2093731 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2094570.750000 Penalty: 5089.813965
	Iteration 9Q: 3 clusters Score -2094571 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2095568.375000 Penalty: 5089.813965
	Iteration 10Q: 3 clusters Score -2095568 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2096562.375000 Penalty: 5089.813965
	Iteration 11Q: 3 clusters Score -2096562 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2097410.750000 Penalty: 5089.813965
	Iteration 12Q: 3 clusters Score -2097411 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2098166.250000 Penalty: 5089.813965
	Iteration 13Q: 3 clusters Score -2098166 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2098783.000000 Penalty: 5089.813965
	Iteration 14Q: 3 clusters Score -2098783 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2099101.250000 Penalty: 5089.813965
	Iteration 15Q: 3 clusters Score -2099101 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2099214.250000 Penalty: 5089.813965
	Iteration 16Q: 3 clusters Score -2099214 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2099247.500000 Penalty: 5089.813965
	Iteration 17Q: 3 clusters Score -2099248 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -2099264.500000 Penalty: 5089.813965
	Iteration 18Q: 3 clusters Score -2099264 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -2099278.750000 Penalty: 5089.813965
	Iteration 19Q: 3 clusters Score -2099279 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2099286.500000 Penalty: 5089.813965
	Iteration 20F: 3 clusters Score -2099286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -2099292.250000 Penalty: 5089.813965
	Iteration 21Q: 3 clusters Score -2099292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -2099290.000000 Penalty: 5089.813965
	Iteration 22Q: 3 clusters Score -2099290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -2099293.500000 Penalty: 5089.813965
	Iteration 23Q: 3 clusters Score -2099294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -2099295.250000 Penalty: 5089.813965
	Iteration 24Q: 3 clusters Score -2099295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -2099292.750000 Penalty: 5089.813965
	Iteration 25Q: 3 clusters Score -2099293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -2099293.250000 Penalty: 5089.813965
	Iteration 26Q: 3 clusters Score -2099293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2099294.000000 Penalty: 5089.813965
	Iteration 27Q: 3 clusters Score -2099294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -2099293.750000 Penalty: 5089.813965
	Iteration 28Q: 3 clusters Score -2099294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2099297.000000 Penalty: 5089.813965
	Iteration 29Q: 3 clusters Score -2099297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2099303.750000 Penalty: 5089.813965
	Iteration 30Q: 3 clusters Score -2099304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2099299.250000 Penalty: 5089.813965
	Iteration 31Q: 3 clusters Score -2099299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2099298.750000 Penalty: 5089.813965
	Iteration 32Q: 3 clusters Score -2099299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2099295.250000 Penalty: 5089.813965
	Iteration 33Q: 3 clusters Score -2099295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -2099300.250000 Penalty: 5089.813965
	Iteration 34Q: 3 clusters Score -2099300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -2099300.250000 Penalty: 5089.813965
	Iteration 35F: 3 clusters Score -2099300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 71854 members 
Mstep: Class 3 contains 219220 members 
Mstep: Class 4 contains 4577 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 4035 members 
Mstep: Class 7 contains 10206 members 
Mstep: Class 8 contains 35313 members 
Mstep: Class 9 contains 396411 members 
Mstep: Class 10 contains 4651 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 51774 members 
Mstep: Class 13 contains 24547 members 
Mstep: Class 14 contains 11794 members 
Mstep: Class 15 contains 4537 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 7316 members 
Mstep: Class 18 contains 214390 members 
Mstep: Class 19 contains 15289 members 
Mstep: Class 20 contains 9599 members 
Mstep: Class 21 contains 43091 members 
Mstep: Class 22 contains 22873 members 
Mstep: Class 23 contains 22719 members 
Mstep: Class 24 contains 145971 members 
Mstep: Class 25 contains 6587 members 
Mstep: Class 26 contains 13154 members 
Mstep: Class 27 contains 4433 members 
Mstep: Class 28 contains 4174 members 
Mstep: Class 29 contains 25030 members 
Mstep: Class 30 contains 21300 members 
Entering Unmasked Estep 
Score: -102168896.000000 Penalty: 105375.398438
Splitting cluster 17 changes total score from -102142032.000000 to -102168896.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (214390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214390 members 
Entering Unmasked Estep 
Score: -15961934.000000 Penalty: 3044.336914
	Iteration 0F: 2 clusters Score -1.596193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107108 members 
Mstep: Class 2 contains 107282 members 
Entering Unmasked Estep 
Score: -15817997.000000 Penalty: 6088.673828
	Iteration 0F: 3 clusters Score -1.5818e+07 nChanged 103367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104125 members 
Mstep: Class 2 contains 110265 members 
Entering Unmasked Estep 
Score: -15879432.000000 Penalty: 6088.673828
	Iteration 1F: 3 clusters Score -1.587943e+07 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101425 members 
Mstep: Class 2 contains 112965 members 
Entering Unmasked Estep 
Score: -15881658.000000 Penalty: 6088.673828
	Iteration 2Q: 3 clusters Score -1.588166e+07 nChanged 8847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96850 members 
Mstep: Class 2 contains 117540 members 
Entering Unmasked Estep 
Score: -15884886.000000 Penalty: 6088.673828
	Iteration 3Q: 3 clusters Score -1.588489e+07 nChanged 11690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89648 members 
Mstep: Class 2 contains 124742 members 
Entering Unmasked Estep 
Score: -15890845.000000 Penalty: 6088.673828
	Iteration 4F: 3 clusters Score -1.589084e+07 nChanged 14948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79740 members 
Mstep: Class 2 contains 134650 members 
Entering Unmasked Estep 
Score: -15900557.000000 Penalty: 6088.673828
	Iteration 5F: 3 clusters Score -1.590056e+07 nChanged 17074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68030 members 
Mstep: Class 2 contains 146360 members 
Entering Unmasked Estep 
Score: -15912746.000000 Penalty: 6088.673828
	Iteration 6F: 3 clusters Score -1.591275e+07 nChanged 16167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 157505 members 
Entering Unmasked Estep 
Score: -15923965.000000 Penalty: 6088.673828
	Iteration 7F: 3 clusters Score -1.592396e+07 nChanged 13333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 167070 members 
Entering Unmasked Estep 
Score: -15932175.000000 Penalty: 6088.673828
	Iteration 8F: 3 clusters Score -1.593218e+07 nChanged 10374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 175094 members 
Entering Unmasked Estep 
Score: -15938249.000000 Penalty: 6088.673828
	Iteration 9Q: 3 clusters Score -1.593825e+07 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 181908 members 
Entering Unmasked Estep 
Score: -15942613.000000 Penalty: 6088.673828
	Iteration 10Q: 3 clusters Score -1.594261e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 187883 members 
Entering Unmasked Estep 
Score: -15946127.000000 Penalty: 6088.673828
	Iteration 11Q: 3 clusters Score -1.594613e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 193151 members 
Entering Unmasked Estep 
Score: -15949081.000000 Penalty: 6088.673828
	Iteration 12Q: 3 clusters Score -1.594908e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 197738 members 
Entering Unmasked Estep 
Score: -15951470.000000 Penalty: 6088.673828
	Iteration 13Q: 3 clusters Score -1.595147e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 201598 members 
Entering Unmasked Estep 
Score: -15953578.000000 Penalty: 6088.673828
	Iteration 14Q: 3 clusters Score -1.595358e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 204632 members 
Entering Unmasked Estep 
Score: -15955151.000000 Penalty: 6088.673828
	Iteration 15Q: 3 clusters Score -1.595515e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 207078 members 
Entering Unmasked Estep 
Score: -15956366.000000 Penalty: 6088.673828
	Iteration 16Q: 3 clusters Score -1.595637e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 208909 members 
Entering Unmasked Estep 
Score: -15957366.000000 Penalty: 6088.673828
	Iteration 17Q: 3 clusters Score -1.595737e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 210329 members 
Entering Unmasked Estep 
Score: -15958194.000000 Penalty: 6088.673828
	Iteration 18Q: 3 clusters Score -1.595819e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 211269 members 
Entering Unmasked Estep 
Score: -15958708.000000 Penalty: 6088.673828
	Iteration 19Q: 3 clusters Score -1.595871e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 211856 members 
Entering Unmasked Estep 
Score: -15958989.000000 Penalty: 6088.673828
	Iteration 20F: 3 clusters Score -1.595899e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 212255 members 
Entering Unmasked Estep 
Score: -15959176.000000 Penalty: 6088.673828
	Iteration 21Q: 3 clusters Score -1.595918e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 212541 members 
Entering Unmasked Estep 
Score: -15959299.000000 Penalty: 6088.673828
	Iteration 22Q: 3 clusters Score -1.59593e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 212713 members 
Entering Unmasked Estep 
Score: -15959430.000000 Penalty: 6088.673828
	Iteration 23Q: 3 clusters Score -1.595943e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 212845 members 
Entering Unmasked Estep 
Score: -15959512.000000 Penalty: 6088.673828
	Iteration 24Q: 3 clusters Score -1.595951e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 212948 members 
Entering Unmasked Estep 
Score: -15959584.000000 Penalty: 6088.673828
	Iteration 25Q: 3 clusters Score -1.595958e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 213009 members 
Entering Unmasked Estep 
Score: -15959630.000000 Penalty: 6088.673828
	Iteration 26Q: 3 clusters Score -1.595963e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 213068 members 
Entering Unmasked Estep 
Score: -15959678.000000 Penalty: 6088.673828
	Iteration 27Q: 3 clusters Score -1.595968e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 213114 members 
Entering Unmasked Estep 
Score: -15959720.000000 Penalty: 6088.673828
	Iteration 28Q: 3 clusters Score -1.595972e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 213147 members 
Entering Unmasked Estep 
Score: -15959739.000000 Penalty: 6088.673828
	Iteration 29Q: 3 clusters Score -1.595974e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 213181 members 
Entering Unmasked Estep 
Score: -15959759.000000 Penalty: 6088.673828
	Iteration 30Q: 3 clusters Score -1.595976e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 213199 members 
Entering Unmasked Estep 
Score: -15959784.000000 Penalty: 6088.673828
	Iteration 31Q: 3 clusters Score -1.595978e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 213211 members 
Entering Unmasked Estep 
Score: -15959796.000000 Penalty: 6088.673828
	Iteration 32Q: 3 clusters Score -1.59598e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 213224 members 
Entering Unmasked Estep 
Score: -15959827.000000 Penalty: 6088.673828
	Iteration 33Q: 3 clusters Score -1.595983e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 213232 members 
Entering Unmasked Estep 
Score: -15959821.000000 Penalty: 6088.673828
	Iteration 34Q: 3 clusters Score -1.595982e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 213238 members 
Entering Unmasked Estep 
Score: -15959832.000000 Penalty: 6088.673828
	Iteration 35Q: 3 clusters Score -1.595983e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 213238 members 
Entering Unmasked Estep 
Score: -15959845.000000 Penalty: 6088.673828
	Iteration 36Q: 3 clusters Score -1.595984e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 213241 members 
Entering Unmasked Estep 
Score: -15959845.000000 Penalty: 6088.673828
	Iteration 37Q: 3 clusters Score -1.595984e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 213240 members 
Entering Unmasked Estep 
Score: -15959858.000000 Penalty: 6088.673828
	Iteration 38Q: 3 clusters Score -1.595986e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 213244 members 
Entering Unmasked Estep 
Score: -15959854.000000 Penalty: 6088.673828
	Iteration 39Q: 3 clusters Score -1.595985e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 213253 members 
Entering Unmasked Estep 
Score: -15959844.000000 Penalty: 6088.673828
	Iteration 40F: 3 clusters Score -1.595984e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 213261 members 
Entering Unmasked Estep 
Score: -15959848.000000 Penalty: 6088.673828
	Iteration 41Q: 3 clusters Score -1.595985e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 213260 members 
Entering Unmasked Estep 
Score: -15959848.000000 Penalty: 6088.673828
	Iteration 42Q: 3 clusters Score -1.595985e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 213263 members 
Entering Unmasked Estep 
Score: -15959865.000000 Penalty: 6088.673828
	Iteration 43Q: 3 clusters Score -1.595986e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 213268 members 
Entering Unmasked Estep 
Score: -15959871.000000 Penalty: 6088.673828
	Iteration 44Q: 3 clusters Score -1.595987e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 213273 members 
Entering Unmasked Estep 
Score: -15959881.000000 Penalty: 6088.673828
	Iteration 45Q: 3 clusters Score -1.595988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 213272 members 
Entering Unmasked Estep 
Score: -15959885.000000 Penalty: 6088.673828
	Iteration 46Q: 3 clusters Score -1.595988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 213271 members 
Entering Unmasked Estep 
Score: -15959913.000000 Penalty: 6088.673828
	Iteration 47Q: 3 clusters Score -1.595991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 213269 members 
Entering Unmasked Estep 
Score: -15959904.000000 Penalty: 6088.673828
	Iteration 48Q: 3 clusters Score -1.59599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 213266 members 
Entering Unmasked Estep 
Score: -15959907.000000 Penalty: 6088.673828
	Iteration 49Q: 3 clusters Score -1.595991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 213265 members 
Entering Unmasked Estep 
Score: -15959923.000000 Penalty: 6088.673828
	Iteration 50Q: 3 clusters Score -1.595992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 213264 members 
Entering Unmasked Estep 
Score: -15959920.000000 Penalty: 6088.673828
	Iteration 51Q: 3 clusters Score -1.595992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 213262 members 
Entering Unmasked Estep 
Score: -15959916.000000 Penalty: 6088.673828
	Iteration 52Q: 3 clusters Score -1.595992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 213261 members 
Entering Unmasked Estep 
Score: -15959898.000000 Penalty: 6088.673828
	Iteration 53Q: 3 clusters Score -1.59599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 213261 members 
Entering Unmasked Estep 
Score: -15959893.000000 Penalty: 6088.673828
	Iteration 54Q: 3 clusters Score -1.595989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 213263 members 
Entering Unmasked Estep 
Score: -15959894.000000 Penalty: 6088.673828
	Iteration 55Q: 3 clusters Score -1.595989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 213266 members 
Entering Unmasked Estep 
Score: -15959879.000000 Penalty: 6088.673828
	Iteration 56Q: 3 clusters Score -1.595988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 213271 members 
Entering Unmasked Estep 
Score: -15959905.000000 Penalty: 6088.673828
	Iteration 57Q: 3 clusters Score -1.59599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 213274 members 
Entering Unmasked Estep 
Score: -15959901.000000 Penalty: 6088.673828
	Iteration 58Q: 3 clusters Score -1.59599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 213275 members 
Entering Unmasked Estep 
Score: -15959901.000000 Penalty: 6088.673828
	Iteration 59Q: 3 clusters Score -1.59599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 213275 members 
Entering Unmasked Estep 
Score: -15959908.000000 Penalty: 6088.673828
	Iteration 60F: 3 clusters Score -1.595991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 213274 members 
Entering Unmasked Estep 
Score: -15959901.000000 Penalty: 6088.673828
	Iteration 61Q: 3 clusters Score -1.59599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 213274 members 
Entering Unmasked Estep 
Score: -15959901.000000 Penalty: 6088.673828
	Iteration 62F: 3 clusters Score -1.59599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Entering Unmasked Estep 
Score: -582548.500000 Penalty: 2274.014893
	Iteration 0F: 2 clusters Score -582548.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -575410.000000 Penalty: 4548.029785
	Iteration 0F: 3 clusters Score -575410 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -582394.375000 Penalty: 4548.029785
	Iteration 1F: 3 clusters Score -582394.4 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -589707.562500 Penalty: 4548.029785
	Iteration 2F: 3 clusters Score -589707.6 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -592685.937500 Penalty: 4548.029785
	Iteration 3F: 3 clusters Score -592685.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -593251.875000 Penalty: 4548.029785
	Iteration 4Q: 3 clusters Score -593251.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -593544.687500 Penalty: 4548.029785
	Iteration 5Q: 3 clusters Score -593544.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -593718.562500 Penalty: 4548.029785
	Iteration 6Q: 3 clusters Score -593718.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -593789.062500 Penalty: 4548.029785
	Iteration 7Q: 3 clusters Score -593789.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -593824.000000 Penalty: 4548.029785
	Iteration 8Q: 3 clusters Score -593824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -593840.000000 Penalty: 4548.029785
	Iteration 9Q: 3 clusters Score -593840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -593849.562500 Penalty: 4548.029785
	Iteration 10Q: 3 clusters Score -593849.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -593855.312500 Penalty: 4548.029785
	Iteration 11Q: 3 clusters Score -593855.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -593863.625000 Penalty: 4548.029785
	Iteration 12Q: 3 clusters Score -593863.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -593876.875000 Penalty: 4548.029785
	Iteration 13Q: 3 clusters Score -593876.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -593880.750000 Penalty: 4548.029785
	Iteration 14Q: 3 clusters Score -593880.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -593890.437500 Penalty: 4548.029785
	Iteration 15Q: 3 clusters Score -593890.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -593900.750000 Penalty: 4548.029785
	Iteration 16Q: 3 clusters Score -593900.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -593904.375000 Penalty: 4548.029785
	Iteration 17Q: 3 clusters Score -593904.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -593912.125000 Penalty: 4548.029785
	Iteration 18Q: 3 clusters Score -593912.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -593917.562500 Penalty: 4548.029785
	Iteration 19Q: 3 clusters Score -593917.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -593941.125000 Penalty: 4548.029785
	Iteration 20F: 3 clusters Score -593941.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -593983.562500 Penalty: 4548.029785
	Iteration 21Q: 3 clusters Score -593983.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -594018.125000 Penalty: 4548.029785
	Iteration 22Q: 3 clusters Score -594018.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -594040.687500 Penalty: 4548.029785
	Iteration 23Q: 3 clusters Score -594040.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -594066.625000 Penalty: 4548.029785
	Iteration 24Q: 3 clusters Score -594066.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -594090.500000 Penalty: 4548.029785
	Iteration 25Q: 3 clusters Score -594090.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -594109.437500 Penalty: 4548.029785
	Iteration 26Q: 3 clusters Score -594109.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -594136.062500 Penalty: 4548.029785
	Iteration 27Q: 3 clusters Score -594136.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -594161.375000 Penalty: 4548.029785
	Iteration 28Q: 3 clusters Score -594161.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -594180.500000 Penalty: 4548.029785
	Iteration 29Q: 3 clusters Score -594180.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -594195.687500 Penalty: 4548.029785
	Iteration 30Q: 3 clusters Score -594195.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -594207.375000 Penalty: 4548.029785
	Iteration 31Q: 3 clusters Score -594207.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -594210.937500 Penalty: 4548.029785
	Iteration 32Q: 3 clusters Score -594210.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -594214.750000 Penalty: 4548.029785
	Iteration 33Q: 3 clusters Score -594214.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -594215.625000 Penalty: 4548.029785
	Iteration 34Q: 3 clusters Score -594215.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -594216.312500 Penalty: 4548.029785
	Iteration 35Q: 3 clusters Score -594216.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -594216.187500 Penalty: 4548.029785
	Iteration 36Q: 3 clusters Score -594216.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -594216.187500 Penalty: 4548.029785
	Iteration 37F: 3 clusters Score -594216.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 71854 members 
Mstep: Class 3 contains 219220 members 
Mstep: Class 4 contains 4577 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 4035 members 
Mstep: Class 7 contains 10206 members 
Mstep: Class 8 contains 35313 members 
Mstep: Class 9 contains 396411 members 
Mstep: Class 10 contains 4651 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 51774 members 
Mstep: Class 13 contains 24547 members 
Mstep: Class 14 contains 11794 members 
Mstep: Class 15 contains 4537 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 7316 members 
Mstep: Class 18 contains 214390 members 
Mstep: Class 19 contains 15289 members 
Mstep: Class 20 contains 5689 members 
Mstep: Class 21 contains 43091 members 
Mstep: Class 22 contains 22873 members 
Mstep: Class 23 contains 22719 members 
Mstep: Class 24 contains 145971 members 
Mstep: Class 25 contains 6587 members 
Mstep: Class 26 contains 13154 members 
Mstep: Class 27 contains 4433 members 
Mstep: Class 28 contains 4174 members 
Mstep: Class 29 contains 25030 members 
Mstep: Class 30 contains 21300 members 
Mstep: Class 31 contains 3910 members 
Entering Unmasked Estep 
Score: -102178168.000000 Penalty: 108887.906250
Splitting cluster 20 changes total score from -102142032.000000 to -102178168.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (43091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Entering Unmasked Estep 
Score: -3197933.500000 Penalty: 2646.425049
	Iteration 0F: 2 clusters Score -3197934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -3168662.750000 Penalty: 5292.850098
	Iteration 0F: 3 clusters Score -3168663 nChanged 19815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -3179555.500000 Penalty: 5292.850098
	Iteration 1F: 3 clusters Score -3179556 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -3180258.000000 Penalty: 5292.850098
	Iteration 2Q: 3 clusters Score -3180258 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -3181458.500000 Penalty: 5292.850098
	Iteration 3Q: 3 clusters Score -3181458 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -3182755.500000 Penalty: 5292.850098
	Iteration 4F: 3 clusters Score -3182756 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -3183904.750000 Penalty: 5292.850098
	Iteration 5F: 3 clusters Score -3183905 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -3184984.750000 Penalty: 5292.850098
	Iteration 6F: 3 clusters Score -3184985 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -3186164.750000 Penalty: 5292.850098
	Iteration 7F: 3 clusters Score -3186165 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -3187349.000000 Penalty: 5292.850098
	Iteration 8F: 3 clusters Score -3187349 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -3188671.500000 Penalty: 5292.850098
	Iteration 9F: 3 clusters Score -3188672 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -3190109.250000 Penalty: 5292.850098
	Iteration 10F: 3 clusters Score -3190109 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -3191686.500000 Penalty: 5292.850098
	Iteration 11F: 3 clusters Score -3191686 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -3193259.500000 Penalty: 5292.850098
	Iteration 12F: 3 clusters Score -3193260 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -3194881.500000 Penalty: 5292.850098
	Iteration 13Q: 3 clusters Score -3194882 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -3196457.250000 Penalty: 5292.850098
	Iteration 14Q: 3 clusters Score -3196457 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -3197782.750000 Penalty: 5292.850098
	Iteration 15Q: 3 clusters Score -3197783 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -3198756.250000 Penalty: 5292.850098
	Iteration 16Q: 3 clusters Score -3198756 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -3199372.000000 Penalty: 5292.850098
	Iteration 17Q: 3 clusters Score -3199372 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3199750.250000 Penalty: 5292.850098
	Iteration 18Q: 3 clusters Score -3199750 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -3199957.250000 Penalty: 5292.850098
	Iteration 19Q: 3 clusters Score -3199957 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3200054.250000 Penalty: 5292.850098
	Iteration 20F: 3 clusters Score -3200054 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3200099.500000 Penalty: 5292.850098
	Iteration 21Q: 3 clusters Score -3200100 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3200115.500000 Penalty: 5292.850098
	Iteration 22Q: 3 clusters Score -3200116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3200124.500000 Penalty: 5292.850098
	Iteration 23Q: 3 clusters Score -3200124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3200124.500000 Penalty: 5292.850098
	Iteration 24Q: 3 clusters Score -3200124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3200126.500000 Penalty: 5292.850098
	Iteration 25Q: 3 clusters Score -3200126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3200132.500000 Penalty: 5292.850098
	Iteration 26Q: 3 clusters Score -3200132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3200133.750000 Penalty: 5292.850098
	Iteration 27Q: 3 clusters Score -3200134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3200140.250000 Penalty: 5292.850098
	Iteration 28Q: 3 clusters Score -3200140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3200138.750000 Penalty: 5292.850098
	Iteration 29Q: 3 clusters Score -3200139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3200137.000000 Penalty: 5292.850098
	Iteration 30Q: 3 clusters Score -3200137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3200135.750000 Penalty: 5292.850098
	Iteration 31Q: 3 clusters Score -3200136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3200140.750000 Penalty: 5292.850098
	Iteration 32Q: 3 clusters Score -3200141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3200142.500000 Penalty: 5292.850098
	Iteration 33Q: 3 clusters Score -3200142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3200147.500000 Penalty: 5292.850098
	Iteration 34Q: 3 clusters Score -3200148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3200145.000000 Penalty: 5292.850098
	Iteration 35Q: 3 clusters Score -3200145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3200142.750000 Penalty: 5292.850098
	Iteration 36Q: 3 clusters Score -3200143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3200144.750000 Penalty: 5292.850098
	Iteration 37Q: 3 clusters Score -3200145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3200147.000000 Penalty: 5292.850098
	Iteration 38Q: 3 clusters Score -3200147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3200147.000000 Penalty: 5292.850098
	Iteration 39F: 3 clusters Score -3200147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 71854 members 
Mstep: Class 3 contains 219220 members 
Mstep: Class 4 contains 4577 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 4035 members 
Mstep: Class 7 contains 10206 members 
Mstep: Class 8 contains 35313 members 
Mstep: Class 9 contains 396411 members 
Mstep: Class 10 contains 4651 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 51774 members 
Mstep: Class 13 contains 24547 members 
Mstep: Class 14 contains 11794 members 
Mstep: Class 15 contains 4537 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 7316 members 
Mstep: Class 18 contains 214390 members 
Mstep: Class 19 contains 15289 members 
Mstep: Class 20 contains 5689 members 
Mstep: Class 21 contains 40965 members 
Mstep: Class 22 contains 22873 members 
Mstep: Class 23 contains 22719 members 
Mstep: Class 24 contains 145971 members 
Mstep: Class 25 contains 6587 members 
Mstep: Class 26 contains 13154 members 
Mstep: Class 27 contains 4433 members 
Mstep: Class 28 contains 4174 members 
Mstep: Class 29 contains 25030 members 
Mstep: Class 30 contains 21300 members 
Mstep: Class 31 contains 3910 members 
Mstep: Class 32 contains 2126 members 
Entering Unmasked Estep 
Score: -102179888.000000 Penalty: 112400.421875
Splitting cluster 21 changes total score from -102142032.000000 to -102179888.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 22 (22873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Entering Unmasked Estep 
Score: -1663724.000000 Penalty: 2489.352539
	Iteration 0F: 2 clusters Score -1663724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1647932.750000 Penalty: 4978.705078
	Iteration 0F: 3 clusters Score -1647933 nChanged 10089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1653763.250000 Penalty: 4978.705078
	Iteration 1F: 3 clusters Score -1653763 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1655128.375000 Penalty: 4978.705078
	Iteration 2F: 3 clusters Score -1655128 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1657246.375000 Penalty: 4978.705078
	Iteration 3F: 3 clusters Score -1657246 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1659528.250000 Penalty: 4978.705078
	Iteration 4F: 3 clusters Score -1659528 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1661385.750000 Penalty: 4978.705078
	Iteration 5F: 3 clusters Score -1661386 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1662449.375000 Penalty: 4978.705078
	Iteration 6F: 3 clusters Score -1662449 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1663089.625000 Penalty: 4978.705078
	Iteration 7Q: 3 clusters Score -1663090 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1663605.000000 Penalty: 4978.705078
	Iteration 8Q: 3 clusters Score -1663605 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1664091.250000 Penalty: 4978.705078
	Iteration 9Q: 3 clusters Score -1664091 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1664497.250000 Penalty: 4978.705078
	Iteration 10Q: 3 clusters Score -1664497 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1664826.750000 Penalty: 4978.705078
	Iteration 11Q: 3 clusters Score -1664827 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1665080.125000 Penalty: 4978.705078
	Iteration 12Q: 3 clusters Score -1665080 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1665291.750000 Penalty: 4978.705078
	Iteration 13Q: 3 clusters Score -1665292 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1665493.125000 Penalty: 4978.705078
	Iteration 14Q: 3 clusters Score -1665493 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1665651.875000 Penalty: 4978.705078
	Iteration 15Q: 3 clusters Score -1665652 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1665766.875000 Penalty: 4978.705078
	Iteration 16Q: 3 clusters Score -1665767 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1665843.625000 Penalty: 4978.705078
	Iteration 17Q: 3 clusters Score -1665844 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1665903.500000 Penalty: 4978.705078
	Iteration 18Q: 3 clusters Score -1665904 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1665936.125000 Penalty: 4978.705078
	Iteration 19Q: 3 clusters Score -1665936 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1665959.625000 Penalty: 4978.705078
	Iteration 20F: 3 clusters Score -1665960 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1665978.750000 Penalty: 4978.705078
	Iteration 21Q: 3 clusters Score -1665979 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1665998.375000 Penalty: 4978.705078
	Iteration 22Q: 3 clusters Score -1665998 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1666020.250000 Penalty: 4978.705078
	Iteration 23Q: 3 clusters Score -1666020 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1666027.125000 Penalty: 4978.705078
	Iteration 24Q: 3 clusters Score -1666027 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1666028.500000 Penalty: 4978.705078
	Iteration 25Q: 3 clusters Score -1666028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1666026.625000 Penalty: 4978.705078
	Iteration 26Q: 3 clusters Score -1666027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1666025.000000 Penalty: 4978.705078
	Iteration 27Q: 3 clusters Score -1666025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1666023.375000 Penalty: 4978.705078
	Iteration 28Q: 3 clusters Score -1666023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1666025.625000 Penalty: 4978.705078
	Iteration 29Q: 3 clusters Score -1666026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1666033.000000 Penalty: 4978.705078
	Iteration 30Q: 3 clusters Score -1666033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1666033.125000 Penalty: 4978.705078
	Iteration 31Q: 3 clusters Score -1666033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1666034.625000 Penalty: 4978.705078
	Iteration 32Q: 3 clusters Score -1666035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1666035.750000 Penalty: 4978.705078
	Iteration 33Q: 3 clusters Score -1666036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1666032.375000 Penalty: 4978.705078
	Iteration 34Q: 3 clusters Score -1666032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1666035.500000 Penalty: 4978.705078
	Iteration 35Q: 3 clusters Score -1666036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1666030.250000 Penalty: 4978.705078
	Iteration 36Q: 3 clusters Score -1666030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1666030.250000 Penalty: 4978.705078
	Iteration 37Q: 3 clusters Score -1666030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1666032.750000 Penalty: 4978.705078
	Iteration 38Q: 3 clusters Score -1666033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1666033.500000 Penalty: 4978.705078
	Iteration 39Q: 3 clusters Score -1666034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1666031.750000 Penalty: 4978.705078
	Iteration 40F: 3 clusters Score -1666032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1666032.500000 Penalty: 4978.705078
	Iteration 41Q: 3 clusters Score -1666032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1666030.875000 Penalty: 4978.705078
	Iteration 42Q: 3 clusters Score -1666031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1666030.875000 Penalty: 4978.705078
	Iteration 43F: 3 clusters Score -1666031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 71854 members 
Mstep: Class 3 contains 219220 members 
Mstep: Class 4 contains 4577 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 4035 members 
Mstep: Class 7 contains 10206 members 
Mstep: Class 8 contains 35313 members 
Mstep: Class 9 contains 396411 members 
Mstep: Class 10 contains 4651 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 51774 members 
Mstep: Class 13 contains 24547 members 
Mstep: Class 14 contains 11794 members 
Mstep: Class 15 contains 4537 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 7316 members 
Mstep: Class 18 contains 214390 members 
Mstep: Class 19 contains 15289 members 
Mstep: Class 20 contains 5689 members 
Mstep: Class 21 contains 40965 members 
Mstep: Class 22 contains 10401 members 
Mstep: Class 23 contains 22719 members 
Mstep: Class 24 contains 145971 members 
Mstep: Class 25 contains 6587 members 
Mstep: Class 26 contains 13154 members 
Mstep: Class 27 contains 4433 members 
Mstep: Class 28 contains 4174 members 
Mstep: Class 29 contains 25030 members 
Mstep: Class 30 contains 21300 members 
Mstep: Class 31 contains 3910 members 
Mstep: Class 32 contains 2126 members 
Mstep: Class 33 contains 12472 members 
Entering Unmasked Estep 
Score: -102180824.000000 Penalty: 115912.937500
Splitting cluster 22 changes total score from -102142032.000000 to -102180824.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 23 (22719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Entering Unmasked Estep 
Score: -1661289.125000 Penalty: 2487.677490
	Iteration 0F: 2 clusters Score -1661289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1645516.500000 Penalty: 4975.354980
	Iteration 0F: 3 clusters Score -1645516 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1651054.875000 Penalty: 4975.354980
	Iteration 1F: 3 clusters Score -1651055 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1651741.625000 Penalty: 4975.354980
	Iteration 2F: 3 clusters Score -1651742 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1652665.875000 Penalty: 4975.354980
	Iteration 3F: 3 clusters Score -1652666 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1653956.875000 Penalty: 4975.354980
	Iteration 4F: 3 clusters Score -1653957 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1655826.625000 Penalty: 4975.354980
	Iteration 5F: 3 clusters Score -1655827 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1657958.250000 Penalty: 4975.354980
	Iteration 6F: 3 clusters Score -1657958 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1659626.625000 Penalty: 4975.354980
	Iteration 7F: 3 clusters Score -1659627 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1660494.375000 Penalty: 4975.354980
	Iteration 8F: 3 clusters Score -1660494 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1660902.000000 Penalty: 4975.354980
	Iteration 9Q: 3 clusters Score -1660902 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1661104.625000 Penalty: 4975.354980
	Iteration 10Q: 3 clusters Score -1661105 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1661245.375000 Penalty: 4975.354980
	Iteration 11Q: 3 clusters Score -1661245 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1661328.000000 Penalty: 4975.354980
	Iteration 12Q: 3 clusters Score -1661328 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1661378.000000 Penalty: 4975.354980
	Iteration 13Q: 3 clusters Score -1661378 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1661419.250000 Penalty: 4975.354980
	Iteration 14Q: 3 clusters Score -1661419 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1661455.000000 Penalty: 4975.354980
	Iteration 15Q: 3 clusters Score -1661455 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1661485.625000 Penalty: 4975.354980
	Iteration 16Q: 3 clusters Score -1661486 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1661536.000000 Penalty: 4975.354980
	Iteration 17Q: 3 clusters Score -1661536 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1661590.625000 Penalty: 4975.354980
	Iteration 18Q: 3 clusters Score -1661591 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1661642.000000 Penalty: 4975.354980
	Iteration 19Q: 3 clusters Score -1661642 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1661694.625000 Penalty: 4975.354980
	Iteration 20F: 3 clusters Score -1661695 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1661749.250000 Penalty: 4975.354980
	Iteration 21Q: 3 clusters Score -1661749 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1661811.625000 Penalty: 4975.354980
	Iteration 22Q: 3 clusters Score -1661812 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1661854.625000 Penalty: 4975.354980
	Iteration 23Q: 3 clusters Score -1661855 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1661887.750000 Penalty: 4975.354980
	Iteration 24Q: 3 clusters Score -1661888 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1661920.750000 Penalty: 4975.354980
	Iteration 25Q: 3 clusters Score -1661921 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1661949.375000 Penalty: 4975.354980
	Iteration 26Q: 3 clusters Score -1661949 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1661962.125000 Penalty: 4975.354980
	Iteration 27Q: 3 clusters Score -1661962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1661963.875000 Penalty: 4975.354980
	Iteration 28Q: 3 clusters Score -1661964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1661968.250000 Penalty: 4975.354980
	Iteration 29Q: 3 clusters Score -1661968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1661976.500000 Penalty: 4975.354980
	Iteration 30Q: 3 clusters Score -1661976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1661982.125000 Penalty: 4975.354980
	Iteration 31Q: 3 clusters Score -1661982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1661986.125000 Penalty: 4975.354980
	Iteration 32Q: 3 clusters Score -1661986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1661984.375000 Penalty: 4975.354980
	Iteration 33Q: 3 clusters Score -1661984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1661979.125000 Penalty: 4975.354980
	Iteration 34Q: 3 clusters Score -1661979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1661979.875000 Penalty: 4975.354980
	Iteration 35Q: 3 clusters Score -1661980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1661982.750000 Penalty: 4975.354980
	Iteration 36Q: 3 clusters Score -1661983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1661982.500000 Penalty: 4975.354980
	Iteration 37Q: 3 clusters Score -1661982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1661983.000000 Penalty: 4975.354980
	Iteration 38Q: 3 clusters Score -1661983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1661984.750000 Penalty: 4975.354980
	Iteration 39Q: 3 clusters Score -1661985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1661987.000000 Penalty: 4975.354980
	Iteration 40F: 3 clusters Score -1661987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1661985.625000 Penalty: 4975.354980
	Iteration 41Q: 3 clusters Score -1661986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1661986.250000 Penalty: 4975.354980
	Iteration 42Q: 3 clusters Score -1661986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1661989.375000 Penalty: 4975.354980
	Iteration 43Q: 3 clusters Score -1661989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1661988.000000 Penalty: 4975.354980
	Iteration 44Q: 3 clusters Score -1661988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1661986.375000 Penalty: 4975.354980
	Iteration 45Q: 3 clusters Score -1661986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1661989.250000 Penalty: 4975.354980
	Iteration 46Q: 3 clusters Score -1661989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1661991.750000 Penalty: 4975.354980
	Iteration 47Q: 3 clusters Score -1661992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1661991.000000 Penalty: 4975.354980
	Iteration 48Q: 3 clusters Score -1661991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1661995.750000 Penalty: 4975.354980
	Iteration 49Q: 3 clusters Score -1661996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1661993.375000 Penalty: 4975.354980
	Iteration 50Q: 3 clusters Score -1661993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1661993.500000 Penalty: 4975.354980
	Iteration 51Q: 3 clusters Score -1661994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1661996.375000 Penalty: 4975.354980
	Iteration 52Q: 3 clusters Score -1661996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1661993.750000 Penalty: 4975.354980
	Iteration 53Q: 3 clusters Score -1661994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1661998.250000 Penalty: 4975.354980
	Iteration 54Q: 3 clusters Score -1661998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1661996.875000 Penalty: 4975.354980
	Iteration 55Q: 3 clusters Score -1661997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1661996.875000 Penalty: 4975.354980
	Iteration 56F: 3 clusters Score -1661997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 71854 members 
Mstep: Class 3 contains 219220 members 
Mstep: Class 4 contains 4577 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 4035 members 
Mstep: Class 7 contains 10206 members 
Mstep: Class 8 contains 35313 members 
Mstep: Class 9 contains 396411 members 
Mstep: Class 10 contains 4651 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 51774 members 
Mstep: Class 13 contains 24547 members 
Mstep: Class 14 contains 11794 members 
Mstep: Class 15 contains 4537 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 7316 members 
Mstep: Class 18 contains 214390 members 
Mstep: Class 19 contains 15289 members 
Mstep: Class 20 contains 5689 members 
Mstep: Class 21 contains 40965 members 
Mstep: Class 22 contains 10401 members 
Mstep: Class 23 contains 16170 members 
Mstep: Class 24 contains 145971 members 
Mstep: Class 25 contains 6587 members 
Mstep: Class 26 contains 13154 members 
Mstep: Class 27 contains 4433 members 
Mstep: Class 28 contains 4174 members 
Mstep: Class 29 contains 25030 members 
Mstep: Class 30 contains 21300 members 
Mstep: Class 31 contains 3910 members 
Mstep: Class 32 contains 2126 members 
Mstep: Class 33 contains 12472 members 
Mstep: Class 34 contains 6549 members 
Entering Unmasked Estep 
Score: -102180560.000000 Penalty: 119425.445312
Splitting cluster 23 changes total score from -102142032.000000 to -102180560.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 24 (145971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145971 members 
Entering Unmasked Estep 
Score: -11071207.000000 Penalty: 2949.008301
	Iteration 0F: 2 clusters Score -1.107121e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73143 members 
Mstep: Class 2 contains 72828 members 
Entering Unmasked Estep 
Score: -10973137.000000 Penalty: 5898.016602
	Iteration 0F: 3 clusters Score -1.097314e+07 nChanged 69731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75716 members 
Mstep: Class 2 contains 70255 members 
Entering Unmasked Estep 
Score: -11014011.000000 Penalty: 5898.016602
	Iteration 1F: 3 clusters Score -1.101401e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76902 members 
Mstep: Class 2 contains 69069 members 
Entering Unmasked Estep 
Score: -11015896.000000 Penalty: 5898.016602
	Iteration 2Q: 3 clusters Score -1.10159e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78706 members 
Mstep: Class 2 contains 67265 members 
Entering Unmasked Estep 
Score: -11018813.000000 Penalty: 5898.016602
	Iteration 3Q: 3 clusters Score -1.101881e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81083 members 
Mstep: Class 2 contains 64888 members 
Entering Unmasked Estep 
Score: -11023085.000000 Penalty: 5898.016602
	Iteration 4Q: 3 clusters Score -1.102308e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83462 members 
Mstep: Class 2 contains 62509 members 
Entering Unmasked Estep 
Score: -11028804.000000 Penalty: 5898.016602
	Iteration 5F: 3 clusters Score -1.10288e+07 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85446 members 
Mstep: Class 2 contains 60525 members 
Entering Unmasked Estep 
Score: -11034833.000000 Penalty: 5898.016602
	Iteration 6F: 3 clusters Score -1.103483e+07 nChanged 8847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86495 members 
Mstep: Class 2 contains 59476 members 
Entering Unmasked Estep 
Score: -11040460.000000 Penalty: 5898.016602
	Iteration 7F: 3 clusters Score -1.104046e+07 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86531 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
Score: -11045401.000000 Penalty: 5898.016602
	Iteration 8F: 3 clusters Score -1.10454e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86043 members 
Mstep: Class 2 contains 59928 members 
Entering Unmasked Estep 
Score: -11048848.000000 Penalty: 5898.016602
	Iteration 9Q: 3 clusters Score -1.104885e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85237 members 
Mstep: Class 2 contains 60734 members 
Entering Unmasked Estep 
Score: -11050680.000000 Penalty: 5898.016602
	Iteration 10Q: 3 clusters Score -1.105068e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84336 members 
Mstep: Class 2 contains 61635 members 
Entering Unmasked Estep 
Score: -11051771.000000 Penalty: 5898.016602
	Iteration 11Q: 3 clusters Score -1.105177e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83332 members 
Mstep: Class 2 contains 62639 members 
Entering Unmasked Estep 
Score: -11052487.000000 Penalty: 5898.016602
	Iteration 12Q: 3 clusters Score -1.105249e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82168 members 
Mstep: Class 2 contains 63803 members 
Entering Unmasked Estep 
Score: -11053242.000000 Penalty: 5898.016602
	Iteration 13Q: 3 clusters Score -1.105324e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80872 members 
Mstep: Class 2 contains 65099 members 
Entering Unmasked Estep 
Score: -11053786.000000 Penalty: 5898.016602
	Iteration 14Q: 3 clusters Score -1.105379e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79451 members 
Mstep: Class 2 contains 66520 members 
Entering Unmasked Estep 
Score: -11054292.000000 Penalty: 5898.016602
	Iteration 15Q: 3 clusters Score -1.105429e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77823 members 
Mstep: Class 2 contains 68148 members 
Entering Unmasked Estep 
Score: -11055147.000000 Penalty: 5898.016602
	Iteration 16Q: 3 clusters Score -1.105515e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75927 members 
Mstep: Class 2 contains 70044 members 
Entering Unmasked Estep 
Score: -11056020.000000 Penalty: 5898.016602
	Iteration 17Q: 3 clusters Score -1.105602e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73742 members 
Mstep: Class 2 contains 72229 members 
Entering Unmasked Estep 
Score: -11056975.000000 Penalty: 5898.016602
	Iteration 18Q: 3 clusters Score -1.105698e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 74550 members 
Entering Unmasked Estep 
Score: -11058298.000000 Penalty: 5898.016602
	Iteration 19Q: 3 clusters Score -1.10583e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68966 members 
Mstep: Class 2 contains 77005 members 
Entering Unmasked Estep 
Score: -11059439.000000 Penalty: 5898.016602
	Iteration 20F: 3 clusters Score -1.105944e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66345 members 
Mstep: Class 2 contains 79626 members 
Entering Unmasked Estep 
Score: -11060799.000000 Penalty: 5898.016602
	Iteration 21Q: 3 clusters Score -1.10608e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63683 members 
Mstep: Class 2 contains 82288 members 
Entering Unmasked Estep 
Score: -11062321.000000 Penalty: 5898.016602
	Iteration 22Q: 3 clusters Score -1.106232e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61018 members 
Mstep: Class 2 contains 84953 members 
Entering Unmasked Estep 
Score: -11063534.000000 Penalty: 5898.016602
	Iteration 23Q: 3 clusters Score -1.106353e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58290 members 
Mstep: Class 2 contains 87681 members 
Entering Unmasked Estep 
Score: -11064954.000000 Penalty: 5898.016602
	Iteration 24Q: 3 clusters Score -1.106495e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55560 members 
Mstep: Class 2 contains 90411 members 
Entering Unmasked Estep 
Score: -11066223.000000 Penalty: 5898.016602
	Iteration 25Q: 3 clusters Score -1.106622e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 93060 members 
Entering Unmasked Estep 
Score: -11067365.000000 Penalty: 5898.016602
	Iteration 26Q: 3 clusters Score -1.106736e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 95498 members 
Entering Unmasked Estep 
Score: -11068484.000000 Penalty: 5898.016602
	Iteration 27Q: 3 clusters Score -1.106848e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 97654 members 
Entering Unmasked Estep 
Score: -11069299.000000 Penalty: 5898.016602
	Iteration 28Q: 3 clusters Score -1.10693e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 99591 members 
Entering Unmasked Estep 
Score: -11069872.000000 Penalty: 5898.016602
	Iteration 29Q: 3 clusters Score -1.106987e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 101300 members 
Entering Unmasked Estep 
Score: -11070369.000000 Penalty: 5898.016602
	Iteration 30Q: 3 clusters Score -1.107037e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 102869 members 
Entering Unmasked Estep 
Score: -11070761.000000 Penalty: 5898.016602
	Iteration 31Q: 3 clusters Score -1.107076e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 104244 members 
Entering Unmasked Estep 
Score: -11071092.000000 Penalty: 5898.016602
	Iteration 32Q: 3 clusters Score -1.107109e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 105410 members 
Entering Unmasked Estep 
Score: -11071397.000000 Penalty: 5898.016602
	Iteration 33Q: 3 clusters Score -1.10714e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 106402 members 
Entering Unmasked Estep 
Score: -11071559.000000 Penalty: 5898.016602
	Iteration 34Q: 3 clusters Score -1.107156e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 107310 members 
Entering Unmasked Estep 
Score: -11071770.000000 Penalty: 5898.016602
	Iteration 35Q: 3 clusters Score -1.107177e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 108052 members 
Entering Unmasked Estep 
Score: -11071917.000000 Penalty: 5898.016602
	Iteration 36Q: 3 clusters Score -1.107192e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 108672 members 
Entering Unmasked Estep 
Score: -11072008.000000 Penalty: 5898.016602
	Iteration 37Q: 3 clusters Score -1.107201e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 109224 members 
Entering Unmasked Estep 
Score: -11072069.000000 Penalty: 5898.016602
	Iteration 38Q: 3 clusters Score -1.107207e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 109726 members 
Entering Unmasked Estep 
Score: -11072114.000000 Penalty: 5898.016602
	Iteration 39Q: 3 clusters Score -1.107211e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 110164 members 
Entering Unmasked Estep 
Score: -11072208.000000 Penalty: 5898.016602
	Iteration 40F: 3 clusters Score -1.107221e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 110553 members 
Entering Unmasked Estep 
Score: -11072258.000000 Penalty: 5898.016602
	Iteration 41Q: 3 clusters Score -1.107226e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 110872 members 
Entering Unmasked Estep 
Score: -11072273.000000 Penalty: 5898.016602
	Iteration 42Q: 3 clusters Score -1.107227e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 111169 members 
Entering Unmasked Estep 
Score: -11072304.000000 Penalty: 5898.016602
	Iteration 43Q: 3 clusters Score -1.10723e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 111434 members 
Entering Unmasked Estep 
Score: -11072295.000000 Penalty: 5898.016602
	Iteration 44Q: 3 clusters Score -1.10723e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 111685 members 
Entering Unmasked Estep 
Score: -11072247.000000 Penalty: 5898.016602
	Iteration 45Q: 3 clusters Score -1.107225e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 111899 members 
Entering Unmasked Estep 
Score: -11072283.000000 Penalty: 5898.016602
	Iteration 46Q: 3 clusters Score -1.107228e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 112102 members 
Entering Unmasked Estep 
Score: -11072304.000000 Penalty: 5898.016602
	Iteration 47Q: 3 clusters Score -1.10723e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 112277 members 
Entering Unmasked Estep 
Score: -11072307.000000 Penalty: 5898.016602
	Iteration 48Q: 3 clusters Score -1.107231e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 112451 members 
Entering Unmasked Estep 
Score: -11072348.000000 Penalty: 5898.016602
	Iteration 49Q: 3 clusters Score -1.107235e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 112605 members 
Entering Unmasked Estep 
Score: -11072335.000000 Penalty: 5898.016602
	Iteration 50Q: 3 clusters Score -1.107234e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 112739 members 
Entering Unmasked Estep 
Score: -11072361.000000 Penalty: 5898.016602
	Iteration 51Q: 3 clusters Score -1.107236e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 112855 members 
Entering Unmasked Estep 
Score: -11072351.000000 Penalty: 5898.016602
	Iteration 52Q: 3 clusters Score -1.107235e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 112950 members 
Entering Unmasked Estep 
Score: -11072354.000000 Penalty: 5898.016602
	Iteration 53Q: 3 clusters Score -1.107235e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 113046 members 
Entering Unmasked Estep 
Score: -11072373.000000 Penalty: 5898.016602
	Iteration 54Q: 3 clusters Score -1.107237e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 113123 members 
Entering Unmasked Estep 
Score: -11072347.000000 Penalty: 5898.016602
	Iteration 55Q: 3 clusters Score -1.107235e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 113200 members 
Entering Unmasked Estep 
Score: -11072338.000000 Penalty: 5898.016602
	Iteration 56Q: 3 clusters Score -1.107234e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 113277 members 
Entering Unmasked Estep 
Score: -11072345.000000 Penalty: 5898.016602
	Iteration 57Q: 3 clusters Score -1.107234e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 113345 members 
Entering Unmasked Estep 
Score: -11072350.000000 Penalty: 5898.016602
	Iteration 58Q: 3 clusters Score -1.107235e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 113409 members 
Entering Unmasked Estep 
Score: -11072383.000000 Penalty: 5898.016602
	Iteration 59Q: 3 clusters Score -1.107238e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 113470 members 
Entering Unmasked Estep 
Score: -11072391.000000 Penalty: 5898.016602
	Iteration 60F: 3 clusters Score -1.107239e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 113521 members 
Entering Unmasked Estep 
Score: -11072379.000000 Penalty: 5898.016602
	Iteration 61Q: 3 clusters Score -1.107238e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 113567 members 
Entering Unmasked Estep 
Score: -11072371.000000 Penalty: 5898.016602
	Iteration 62Q: 3 clusters Score -1.107237e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 113606 members 
Entering Unmasked Estep 
Score: -11072378.000000 Penalty: 5898.016602
	Iteration 63Q: 3 clusters Score -1.107238e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 113640 members 
Entering Unmasked Estep 
Score: -11072371.000000 Penalty: 5898.016602
	Iteration 64Q: 3 clusters Score -1.107237e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 113667 members 
Entering Unmasked Estep 
Score: -11072360.000000 Penalty: 5898.016602
	Iteration 65Q: 3 clusters Score -1.107236e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 113694 members 
Entering Unmasked Estep 
Score: -11072367.000000 Penalty: 5898.016602
	Iteration 66Q: 3 clusters Score -1.107237e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 113723 members 
Entering Unmasked Estep 
Score: -11072361.000000 Penalty: 5898.016602
	Iteration 67Q: 3 clusters Score -1.107236e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 113752 members 
Entering Unmasked Estep 
Score: -11072352.000000 Penalty: 5898.016602
	Iteration 68Q: 3 clusters Score -1.107235e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 113786 members 
Entering Unmasked Estep 
Score: -11072371.000000 Penalty: 5898.016602
	Iteration 69Q: 3 clusters Score -1.107237e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 113813 members 
Entering Unmasked Estep 
Score: -11072364.000000 Penalty: 5898.016602
	Iteration 70Q: 3 clusters Score -1.107236e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 113835 members 
Entering Unmasked Estep 
Score: -11072388.000000 Penalty: 5898.016602
	Iteration 71Q: 3 clusters Score -1.107239e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 113855 members 
Entering Unmasked Estep 
Score: -11072378.000000 Penalty: 5898.016602
	Iteration 72Q: 3 clusters Score -1.107238e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 113878 members 
Entering Unmasked Estep 
Score: -11072388.000000 Penalty: 5898.016602
	Iteration 73Q: 3 clusters Score -1.107239e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 113900 members 
Entering Unmasked Estep 
Score: -11072397.000000 Penalty: 5898.016602
	Iteration 74Q: 3 clusters Score -1.10724e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 113922 members 
Entering Unmasked Estep 
Score: -11072399.000000 Penalty: 5898.016602
	Iteration 75Q: 3 clusters Score -1.10724e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 113940 members 
Entering Unmasked Estep 
Score: -11072397.000000 Penalty: 5898.016602
	Iteration 76Q: 3 clusters Score -1.10724e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 113955 members 
Entering Unmasked Estep 
Score: -11072391.000000 Penalty: 5898.016602
	Iteration 77Q: 3 clusters Score -1.107239e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 113973 members 
Entering Unmasked Estep 
Score: -11072402.000000 Penalty: 5898.016602
	Iteration 78Q: 3 clusters Score -1.10724e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 113987 members 
Entering Unmasked Estep 
Score: -11072390.000000 Penalty: 5898.016602
	Iteration 79Q: 3 clusters Score -1.107239e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 114002 members 
Entering Unmasked Estep 
Score: -11072393.000000 Penalty: 5898.016602
	Iteration 80F: 3 clusters Score -1.107239e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 114012 members 
Entering Unmasked Estep 
Score: -11072375.000000 Penalty: 5898.016602
	Iteration 81Q: 3 clusters Score -1.107238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 114018 members 
Entering Unmasked Estep 
Score: -11072390.000000 Penalty: 5898.016602
	Iteration 82Q: 3 clusters Score -1.107239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 114021 members 
Entering Unmasked Estep 
Score: -11072392.000000 Penalty: 5898.016602
	Iteration 83Q: 3 clusters Score -1.107239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 114026 members 
Entering Unmasked Estep 
Score: -11072392.000000 Penalty: 5898.016602
	Iteration 84Q: 3 clusters Score -1.107239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 114033 members 
Entering Unmasked Estep 
Score: -11072401.000000 Penalty: 5898.016602
	Iteration 85Q: 3 clusters Score -1.10724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 114035 members 
Entering Unmasked Estep 
Score: -11072390.000000 Penalty: 5898.016602
	Iteration 86Q: 3 clusters Score -1.107239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 114039 members 
Entering Unmasked Estep 
Score: -11072385.000000 Penalty: 5898.016602
	Iteration 87Q: 3 clusters Score -1.107238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 114048 members 
Entering Unmasked Estep 
Score: -11072389.000000 Penalty: 5898.016602
	Iteration 88Q: 3 clusters Score -1.107239e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 114060 members 
Entering Unmasked Estep 
Score: -11072396.000000 Penalty: 5898.016602
	Iteration 89Q: 3 clusters Score -1.10724e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 114075 members 
Entering Unmasked Estep 
Score: -11072395.000000 Penalty: 5898.016602
	Iteration 90Q: 3 clusters Score -1.10724e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 114091 members 
Entering Unmasked Estep 
Score: -11072386.000000 Penalty: 5898.016602
	Iteration 91Q: 3 clusters Score -1.107239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 114102 members 
Entering Unmasked Estep 
Score: -11072390.000000 Penalty: 5898.016602
	Iteration 92Q: 3 clusters Score -1.107239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 114108 members 
Entering Unmasked Estep 
Score: -11072384.000000 Penalty: 5898.016602
	Iteration 93Q: 3 clusters Score -1.107238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 114116 members 
Entering Unmasked Estep 
Score: -11072394.000000 Penalty: 5898.016602
	Iteration 94Q: 3 clusters Score -1.107239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 114124 members 
Entering Unmasked Estep 
Score: -11072392.000000 Penalty: 5898.016602
	Iteration 95Q: 3 clusters Score -1.107239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 114130 members 
Entering Unmasked Estep 
Score: -11072396.000000 Penalty: 5898.016602
	Iteration 96Q: 3 clusters Score -1.10724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 114138 members 
Entering Unmasked Estep 
Score: -11072391.000000 Penalty: 5898.016602
	Iteration 97Q: 3 clusters Score -1.107239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 114143 members 
Entering Unmasked Estep 
Score: -11072397.000000 Penalty: 5898.016602
	Iteration 98Q: 3 clusters Score -1.10724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 114149 members 
Entering Unmasked Estep 
Score: -11072393.000000 Penalty: 5898.016602
	Iteration 99Q: 3 clusters Score -1.107239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 114155 members 
Entering Unmasked Estep 
Score: -11072393.000000 Penalty: 5898.016602
	Iteration 100F: 3 clusters Score -1.107239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 114159 members 
Entering Unmasked Estep 
Score: -11072395.000000 Penalty: 5898.016602
	Iteration 101Q: 3 clusters Score -1.10724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 114160 members 
Entering Unmasked Estep 
Score: -11072388.000000 Penalty: 5898.016602
	Iteration 102Q: 3 clusters Score -1.107239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 114160 members 
Entering Unmasked Estep 
Score: -11072388.000000 Penalty: 5898.016602
	Iteration 103F: 3 clusters Score -1.107239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 71854 members 
Mstep: Class 3 contains 219220 members 
Mstep: Class 4 contains 4577 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 4035 members 
Mstep: Class 7 contains 10206 members 
Mstep: Class 8 contains 35313 members 
Mstep: Class 9 contains 396411 members 
Mstep: Class 10 contains 4651 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 51774 members 
Mstep: Class 13 contains 24547 members 
Mstep: Class 14 contains 11794 members 
Mstep: Class 15 contains 4537 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 7316 members 
Mstep: Class 18 contains 214390 members 
Mstep: Class 19 contains 15289 members 
Mstep: Class 20 contains 5689 members 
Mstep: Class 21 contains 40965 members 
Mstep: Class 22 contains 10401 members 
Mstep: Class 23 contains 16170 members 
Mstep: Class 24 contains 31811 members 
Mstep: Class 25 contains 6587 members 
Mstep: Class 26 contains 13154 members 
Mstep: Class 27 contains 4433 members 
Mstep: Class 28 contains 4174 members 
Mstep: Class 29 contains 25030 members 
Mstep: Class 30 contains 21300 members 
Mstep: Class 31 contains 3910 members 
Mstep: Class 32 contains 2126 members 
Mstep: Class 33 contains 12472 members 
Mstep: Class 34 contains 6549 members 
Mstep: Class 35 contains 114160 members 
Entering Unmasked Estep 
Score: -102181096.000000 Penalty: 122937.960938
Splitting cluster 24 changes total score from -102142032.000000 to -102181096.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 71854 members 
Mstep: Class 3 contains 219220 members 
Mstep: Class 4 contains 4577 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 4035 members 
Mstep: Class 7 contains 10206 members 
Mstep: Class 8 contains 35313 members 
Mstep: Class 9 contains 396411 members 
Mstep: Class 11 contains 12537 members 
Mstep: Class 12 contains 51774 members 
Mstep: Class 13 contains 24547 members 
Mstep: Class 14 contains 11794 members 
Mstep: Class 15 contains 4537 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 7316 members 
Mstep: Class 18 contains 214390 members 
Mstep: Class 20 contains 5689 members 
Mstep: Class 21 contains 40965 members 
Mstep: Class 22 contains 10401 members 
Mstep: Class 23 contains 16170 members 
Mstep: Class 24 contains 31811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102201920.000000 Penalty: 122937.960938
Iteration 39Q: 36 clusters Score -1.022019e+08 nChanged 31528
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 72816 members 
Mstep: Class 3 contains 221762 members 
Mstep: Class 4 contains 4360 members 
Mstep: Class 5 contains 2435 members 
Mstep: Class 6 contains 4362 members 
Mstep: Class 7 contains 10122 members 
Mstep: Class 8 contains 35559 members 
Mstep: Class 9 contains 395697 members 
Mstep: Class 10 contains 4745 members 
Mstep: Class 11 contains 12722 members 
Mstep: Class 12 contains 51915 members 
Mstep: Class 13 contains 26419 members 
Mstep: Class 14 contains 12546 members 
Mstep: Class 15 contains 4561 members 
Mstep: Class 16 contains 1733 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 215279 members 
Mstep: Class 19 contains 14142 members 
Mstep: Class 20 contains 5759 members 
Mstep: Class 21 contains 41389 members 
Mstep: Class 22 contains 10715 members 
Mstep: Class 23 contains 15690 members 
Mstep: Class 24 contains 34218 members 
Mstep: Class 25 contains 6261 members 
Mstep: Class 26 contains 12208 members 
Mstep: Class 27 contains 4804 members 
Mstep: Class 28 contains 4107 members 
Mstep: Class 29 contains 24612 members 
Mstep: Class 30 contains 20131 members 
Mstep: Class 31 contains 3424 members 
Mstep: Class 32 contains 2192 members 
Mstep: Class 33 contains 12177 members 
Mstep: Class 34 contains 6219 members 
Mstep: Class 35 contains 109024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102216984.000000 Penalty: 122937.960938
Iteration 40F: 36 clusters Score -1.02217e+08 nChanged 24745
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 73311 members 
Mstep: Class 3 contains 221748 members 
Mstep: Class 4 contains 4036 members 
Mstep: Class 5 contains 2443 members 
Mstep: Class 6 contains 4455 members 
Mstep: Class 7 contains 9386 members 
Mstep: Class 8 contains 35791 members 
Mstep: Class 9 contains 390756 members 
Mstep: Class 10 contains 5062 members 
Mstep: Class 11 contains 12851 members 
Mstep: Class 12 contains 51822 members 
Mstep: Class 13 contains 27446 members 
Mstep: Class 14 contains 12706 members 
Mstep: Class 15 contains 4559 members 
Mstep: Class 16 contains 1822 members 
Mstep: Class 17 contains 6986 members 
Mstep: Class 18 contains 214439 members 
Mstep: Class 19 contains 14082 members 
Mstep: Class 20 contains 5774 members 
Mstep: Class 21 contains 41424 members 
Mstep: Class 22 contains 10811 members 
Mstep: Class 23 contains 15296 members 
Mstep: Class 24 contains 35944 members 
Mstep: Class 25 contains 6497 members 
Mstep: Class 26 contains 13088 members 
Mstep: Class 27 contains 4923 members 
Mstep: Class 28 contains 4258 members 
Mstep: Class 29 contains 25381 members 
Mstep: Class 30 contains 20140 members 
Mstep: Class 31 contains 3473 members 
Mstep: Class 32 contains 2257 members 
Mstep: Class 33 contains 12121 members 
Mstep: Class 34 contains 6480 members 
Mstep: Class 35 contains 109551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102224384.000000 Penalty: 122937.960938
Iteration 41Q: 36 clusters Score -1.022244e+08 nChanged 14855
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 73822 members 
Mstep: Class 3 contains 222334 members 
Mstep: Class 4 contains 3957 members 
Mstep: Class 5 contains 2453 members 
Mstep: Class 6 contains 4545 members 
Mstep: Class 7 contains 8947 members 
Mstep: Class 8 contains 35959 members 
Mstep: Class 9 contains 386349 members 
Mstep: Class 10 contains 5257 members 
Mstep: Class 11 contains 12965 members 
Mstep: Class 12 contains 51839 members 
Mstep: Class 13 contains 28294 members 
Mstep: Class 14 contains 12859 members 
Mstep: Class 15 contains 4570 members 
Mstep: Class 16 contains 1930 members 
Mstep: Class 17 contains 6906 members 
Mstep: Class 18 contains 213752 members 
Mstep: Class 19 contains 13919 members 
Mstep: Class 20 contains 5815 members 
Mstep: Class 21 contains 41487 members 
Mstep: Class 22 contains 10836 members 
Mstep: Class 23 contains 15087 members 
Mstep: Class 24 contains 37572 members 
Mstep: Class 25 contains 6621 members 
Mstep: Class 26 contains 13701 members 
Mstep: Class 27 contains 4990 members 
Mstep: Class 28 contains 4268 members 
Mstep: Class 29 contains 25816 members 
Mstep: Class 30 contains 19868 members 
Mstep: Class 31 contains 3470 members 
Mstep: Class 32 contains 2307 members 
Mstep: Class 33 contains 12085 members 
Mstep: Class 34 contains 6593 members 
Mstep: Class 35 contains 109878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102228232.000000 Penalty: 122937.960938
Iteration 42Q: 36 clusters Score -1.022282e+08 nChanged 11239
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 74353 members 
Mstep: Class 3 contains 223153 members 
Mstep: Class 4 contains 3934 members 
Mstep: Class 5 contains 2468 members 
Mstep: Class 6 contains 4612 members 
Mstep: Class 7 contains 8556 members 
Mstep: Class 8 contains 36088 members 
Mstep: Class 9 contains 382331 members 
Mstep: Class 10 contains 5379 members 
Mstep: Class 11 contains 13070 members 
Mstep: Class 12 contains 51887 members 
Mstep: Class 13 contains 28984 members 
Mstep: Class 14 contains 12987 members 
Mstep: Class 15 contains 4611 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 213196 members 
Mstep: Class 19 contains 13749 members 
Mstep: Class 20 contains 5855 members 
Mstep: Class 21 contains 41546 members 
Mstep: Class 22 contains 10883 members 
Mstep: Class 23 contains 14943 members 
Mstep: Class 24 contains 39028 members 
Mstep: Class 25 contains 6715 members 
Mstep: Class 26 contains 14195 members 
Mstep: Class 27 contains 5021 members 
Mstep: Class 28 contains 4210 members 
Mstep: Class 29 contains 26120 members 
Mstep: Class 30 contains 19556 members 
Mstep: Class 31 contains 3496 members 
Mstep: Class 32 contains 2336 members 
Mstep: Class 33 contains 12058 members 
Mstep: Class 34 contains 6661 members 
Mstep: Class 35 contains 110135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102230248.000000 Penalty: 122937.960938
Iteration 43Q: 36 clusters Score -1.022302e+08 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 74859 members 
Mstep: Class 3 contains 223972 members 
Mstep: Class 4 contains 3929 members 
Mstep: Class 5 contains 2489 members 
Mstep: Class 6 contains 4665 members 
Mstep: Class 7 contains 8239 members 
Mstep: Class 8 contains 36192 members 
Mstep: Class 9 contains 378734 members 
Mstep: Class 10 contains 5478 members 
Mstep: Class 11 contains 13165 members 
Mstep: Class 12 contains 51967 members 
Mstep: Class 13 contains 29459 members 
Mstep: Class 14 contains 13084 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 2125 members 
Mstep: Class 17 contains 6839 members 
Mstep: Class 18 contains 212703 members 
Mstep: Class 19 contains 13579 members 
Mstep: Class 20 contains 5896 members 
Mstep: Class 21 contains 41609 members 
Mstep: Class 22 contains 10956 members 
Mstep: Class 23 contains 14826 members 
Mstep: Class 24 contains 40277 members 
Mstep: Class 25 contains 6793 members 
Mstep: Class 26 contains 14622 members 
Mstep: Class 27 contains 5043 members 
Mstep: Class 28 contains 4143 members 
Mstep: Class 29 contains 26366 members 
Mstep: Class 30 contains 19237 members 
Mstep: Class 31 contains 3507 members 
Mstep: Class 32 contains 2364 members 
Mstep: Class 33 contains 12043 members 
Mstep: Class 34 contains 6710 members 
Mstep: Class 35 contains 110438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232080.000000 Penalty: 122937.960938
Iteration 44Q: 36 clusters Score -1.022321e+08 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 75382 members 
Mstep: Class 3 contains 224778 members 
Mstep: Class 4 contains 3943 members 
Mstep: Class 5 contains 2503 members 
Mstep: Class 6 contains 4698 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 36276 members 
Mstep: Class 9 contains 375471 members 
Mstep: Class 10 contains 5558 members 
Mstep: Class 11 contains 13250 members 
Mstep: Class 12 contains 52070 members 
Mstep: Class 13 contains 29925 members 
Mstep: Class 14 contains 13151 members 
Mstep: Class 15 contains 4700 members 
Mstep: Class 16 contains 2214 members 
Mstep: Class 17 contains 6818 members 
Mstep: Class 18 contains 212238 members 
Mstep: Class 19 contains 13442 members 
Mstep: Class 20 contains 5936 members 
Mstep: Class 21 contains 41665 members 
Mstep: Class 22 contains 11016 members 
Mstep: Class 23 contains 14742 members 
Mstep: Class 24 contains 41370 members 
Mstep: Class 25 contains 6860 members 
Mstep: Class 26 contains 15013 members 
Mstep: Class 27 contains 5053 members 
Mstep: Class 28 contains 4066 members 
Mstep: Class 29 contains 26510 members 
Mstep: Class 30 contains 18964 members 
Mstep: Class 31 contains 3525 members 
Mstep: Class 32 contains 2369 members 
Mstep: Class 33 contains 12032 members 
Mstep: Class 34 contains 6740 members 
Mstep: Class 35 contains 110728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102232896.000000 Penalty: 122937.960938
Iteration 45Q: 36 clusters Score -1.022329e+08 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 75880 members 
Mstep: Class 3 contains 225522 members 
Mstep: Class 4 contains 3952 members 
Mstep: Class 5 contains 2514 members 
Mstep: Class 6 contains 4725 members 
Mstep: Class 7 contains 7690 members 
Mstep: Class 8 contains 36355 members 
Mstep: Class 9 contains 372431 members 
Mstep: Class 10 contains 5612 members 
Mstep: Class 11 contains 13326 members 
Mstep: Class 12 contains 52178 members 
Mstep: Class 13 contains 30354 members 
Mstep: Class 14 contains 13227 members 
Mstep: Class 15 contains 4686 members 
Mstep: Class 16 contains 2270 members 
Mstep: Class 17 contains 6844 members 
Mstep: Class 18 contains 211823 members 
Mstep: Class 19 contains 13341 members 
Mstep: Class 20 contains 5962 members 
Mstep: Class 21 contains 41746 members 
Mstep: Class 22 contains 11068 members 
Mstep: Class 23 contains 14683 members 
Mstep: Class 24 contains 42356 members 
Mstep: Class 25 contains 6903 members 
Mstep: Class 26 contains 15346 members 
Mstep: Class 27 contains 5054 members 
Mstep: Class 28 contains 4015 members 
Mstep: Class 29 contains 26640 members 
Mstep: Class 30 contains 18673 members 
Mstep: Class 31 contains 3546 members 
Mstep: Class 32 contains 2374 members 
Mstep: Class 33 contains 12033 members 
Mstep: Class 34 contains 6764 members 
Mstep: Class 35 contains 111046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102233688.000000 Penalty: 122937.960938
Iteration 46Q: 36 clusters Score -1.022337e+08 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 76353 members 
Mstep: Class 3 contains 226182 members 
Mstep: Class 4 contains 3943 members 
Mstep: Class 5 contains 2523 members 
Mstep: Class 6 contains 4743 members 
Mstep: Class 7 contains 7439 members 
Mstep: Class 8 contains 36430 members 
Mstep: Class 9 contains 369647 members 
Mstep: Class 10 contains 5654 members 
Mstep: Class 11 contains 13392 members 
Mstep: Class 12 contains 52347 members 
Mstep: Class 13 contains 30778 members 
Mstep: Class 14 contains 13262 members 
Mstep: Class 15 contains 4642 members 
Mstep: Class 16 contains 2317 members 
Mstep: Class 17 contains 6902 members 
Mstep: Class 18 contains 211456 members 
Mstep: Class 19 contains 13246 members 
Mstep: Class 20 contains 5980 members 
Mstep: Class 21 contains 41825 members 
Mstep: Class 22 contains 11131 members 
Mstep: Class 23 contains 14614 members 
Mstep: Class 24 contains 43311 members 
Mstep: Class 25 contains 6933 members 
Mstep: Class 26 contains 15626 members 
Mstep: Class 27 contains 5055 members 
Mstep: Class 28 contains 3985 members 
Mstep: Class 29 contains 26753 members 
Mstep: Class 30 contains 18365 members 
Mstep: Class 31 contains 3582 members 
Mstep: Class 32 contains 2356 members 
Mstep: Class 33 contains 12030 members 
Mstep: Class 34 contains 6801 members 
Mstep: Class 35 contains 111328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102234400.000000 Penalty: 122937.960938
Iteration 47Q: 36 clusters Score -1.022344e+08 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 76800 members 
Mstep: Class 3 contains 226803 members 
Mstep: Class 4 contains 3940 members 
Mstep: Class 5 contains 2530 members 
Mstep: Class 6 contains 4759 members 
Mstep: Class 7 contains 7200 members 
Mstep: Class 8 contains 36496 members 
Mstep: Class 9 contains 367119 members 
Mstep: Class 10 contains 5687 members 
Mstep: Class 11 contains 13444 members 
Mstep: Class 12 contains 52474 members 
Mstep: Class 13 contains 31175 members 
Mstep: Class 14 contains 13300 members 
Mstep: Class 15 contains 4534 members 
Mstep: Class 16 contains 2360 members 
Mstep: Class 17 contains 7009 members 
Mstep: Class 18 contains 211130 members 
Mstep: Class 19 contains 13175 members 
Mstep: Class 20 contains 6005 members 
Mstep: Class 21 contains 41897 members 
Mstep: Class 22 contains 11164 members 
Mstep: Class 23 contains 14577 members 
Mstep: Class 24 contains 44209 members 
Mstep: Class 25 contains 6976 members 
Mstep: Class 26 contains 15850 members 
Mstep: Class 27 contains 5059 members 
Mstep: Class 28 contains 3975 members 
Mstep: Class 29 contains 26839 members 
Mstep: Class 30 contains 18051 members 
Mstep: Class 31 contains 3595 members 
Mstep: Class 32 contains 2348 members 
Mstep: Class 33 contains 12022 members 
Mstep: Class 34 contains 6817 members 
Mstep: Class 35 contains 111607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102235712.000000 Penalty: 122937.960938
Iteration 48Q: 36 clusters Score -1.022357e+08 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 77234 members 
Mstep: Class 3 contains 227378 members 
Mstep: Class 4 contains 3936 members 
Mstep: Class 5 contains 2532 members 
Mstep: Class 6 contains 4765 members 
Mstep: Class 7 contains 6976 members 
Mstep: Class 8 contains 36531 members 
Mstep: Class 9 contains 364761 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 13481 members 
Mstep: Class 12 contains 52601 members 
Mstep: Class 13 contains 31557 members 
Mstep: Class 14 contains 13324 members 
Mstep: Class 15 contains 4342 members 
Mstep: Class 16 contains 2399 members 
Mstep: Class 17 contains 7191 members 
Mstep: Class 18 contains 210830 members 
Mstep: Class 19 contains 13148 members 
Mstep: Class 20 contains 6025 members 
Mstep: Class 21 contains 41959 members 
Mstep: Class 22 contains 11196 members 
Mstep: Class 23 contains 14553 members 
Mstep: Class 24 contains 45092 members 
Mstep: Class 25 contains 7016 members 
Mstep: Class 26 contains 16074 members 
Mstep: Class 27 contains 5062 members 
Mstep: Class 28 contains 3965 members 
Mstep: Class 29 contains 26921 members 
Mstep: Class 30 contains 17727 members 
Mstep: Class 31 contains 3596 members 
Mstep: Class 32 contains 2333 members 
Mstep: Class 33 contains 12019 members 
Mstep: Class 34 contains 6839 members 
Mstep: Class 35 contains 111854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102237448.000000 Penalty: 122937.960938
Iteration 49Q: 36 clusters Score -1.022374e+08 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 77668 members 
Mstep: Class 3 contains 227860 members 
Mstep: Class 4 contains 3930 members 
Mstep: Class 5 contains 2534 members 
Mstep: Class 6 contains 4777 members 
Mstep: Class 7 contains 6774 members 
Mstep: Class 8 contains 36559 members 
Mstep: Class 9 contains 362663 members 
Mstep: Class 10 contains 5732 members 
Mstep: Class 11 contains 13507 members 
Mstep: Class 12 contains 52694 members 
Mstep: Class 13 contains 31916 members 
Mstep: Class 14 contains 13346 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 16 contains 2437 members 
Mstep: Class 17 contains 7436 members 
Mstep: Class 18 contains 210569 members 
Mstep: Class 19 contains 13129 members 
Mstep: Class 20 contains 6043 members 
Mstep: Class 21 contains 42002 members 
Mstep: Class 22 contains 11204 members 
Mstep: Class 23 contains 14556 members 
Mstep: Class 24 contains 45963 members 
Mstep: Class 25 contains 7051 members 
Mstep: Class 26 contains 16270 members 
Mstep: Class 27 contains 5063 members 
Mstep: Class 28 contains 3964 members 
Mstep: Class 29 contains 26986 members 
Mstep: Class 30 contains 17369 members 
Mstep: Class 31 contains 3596 members 
Mstep: Class 32 contains 2328 members 
Mstep: Class 33 contains 12021 members 
Mstep: Class 34 contains 6847 members 
Mstep: Class 35 contains 112070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102238984.000000 Penalty: 122937.960938
Iteration 50Q: 36 clusters Score -1.02239e+08 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 78067 members 
Mstep: Class 3 contains 228319 members 
Mstep: Class 4 contains 3915 members 
Mstep: Class 5 contains 2533 members 
Mstep: Class 6 contains 4795 members 
Mstep: Class 7 contains 6577 members 
Mstep: Class 8 contains 36569 members 
Mstep: Class 9 contains 360681 members 
Mstep: Class 10 contains 5750 members 
Mstep: Class 11 contains 13526 members 
Mstep: Class 12 contains 52787 members 
Mstep: Class 13 contains 32256 members 
Mstep: Class 14 contains 13355 members 
Mstep: Class 15 contains 3875 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 7618 members 
Mstep: Class 18 contains 210354 members 
Mstep: Class 19 contains 13124 members 
Mstep: Class 20 contains 6065 members 
Mstep: Class 21 contains 42044 members 
Mstep: Class 22 contains 11211 members 
Mstep: Class 23 contains 14592 members 
Mstep: Class 24 contains 46788 members 
Mstep: Class 25 contains 7092 members 
Mstep: Class 26 contains 16412 members 
Mstep: Class 27 contains 5062 members 
Mstep: Class 28 contains 3949 members 
Mstep: Class 29 contains 27049 members 
Mstep: Class 30 contains 17024 members 
Mstep: Class 31 contains 3581 members 
Mstep: Class 32 contains 2323 members 
Mstep: Class 33 contains 12028 members 
Mstep: Class 34 contains 6849 members 
Mstep: Class 35 contains 112294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102242904.000000 Penalty: 122937.960938
Iteration 51Q: 36 clusters Score -1.022429e+08 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 78424 members 
Mstep: Class 3 contains 228793 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 2533 members 
Mstep: Class 6 contains 4808 members 
Mstep: Class 7 contains 6399 members 
Mstep: Class 8 contains 36573 members 
Mstep: Class 9 contains 358881 members 
Mstep: Class 10 contains 5768 members 
Mstep: Class 11 contains 13544 members 
Mstep: Class 12 contains 52872 members 
Mstep: Class 13 contains 32555 members 
Mstep: Class 14 contains 13352 members 
Mstep: Class 15 contains 3872 members 
Mstep: Class 16 contains 2502 members 
Mstep: Class 17 contains 7628 members 
Mstep: Class 18 contains 210164 members 
Mstep: Class 19 contains 13131 members 
Mstep: Class 20 contains 6091 members 
Mstep: Class 21 contains 42084 members 
Mstep: Class 22 contains 11207 members 
Mstep: Class 23 contains 14616 members 
Mstep: Class 24 contains 47608 members 
Mstep: Class 25 contains 7137 members 
Mstep: Class 26 contains 16523 members 
Mstep: Class 27 contains 5063 members 
Mstep: Class 28 contains 3933 members 
Mstep: Class 29 contains 27107 members 
Mstep: Class 30 contains 16662 members 
Mstep: Class 31 contains 3556 members 
Mstep: Class 32 contains 2320 members 
Mstep: Class 33 contains 12031 members 
Mstep: Class 34 contains 6854 members 
Mstep: Class 35 contains 112454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244000.000000 Penalty: 122937.960938
Iteration 52Q: 36 clusters Score -1.02244e+08 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 78784 members 
Mstep: Class 3 contains 229210 members 
Mstep: Class 4 contains 3900 members 
Mstep: Class 5 contains 2536 members 
Mstep: Class 6 contains 4819 members 
Mstep: Class 7 contains 6251 members 
Mstep: Class 8 contains 36585 members 
Mstep: Class 9 contains 357127 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 13564 members 
Mstep: Class 12 contains 52952 members 
Mstep: Class 13 contains 32839 members 
Mstep: Class 14 contains 13348 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 7600 members 
Mstep: Class 18 contains 209978 members 
Mstep: Class 19 contains 13127 members 
Mstep: Class 20 contains 6118 members 
Mstep: Class 21 contains 42114 members 
Mstep: Class 22 contains 11194 members 
Mstep: Class 23 contains 14647 members 
Mstep: Class 24 contains 48409 members 
Mstep: Class 25 contains 7170 members 
Mstep: Class 26 contains 16644 members 
Mstep: Class 27 contains 5064 members 
Mstep: Class 28 contains 3935 members 
Mstep: Class 29 contains 27155 members 
Mstep: Class 30 contains 16345 members 
Mstep: Class 31 contains 3539 members 
Mstep: Class 32 contains 2312 members 
Mstep: Class 33 contains 12036 members 
Mstep: Class 34 contains 6850 members 
Mstep: Class 35 contains 112617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102244952.000000 Penalty: 122937.960938
Iteration 53Q: 36 clusters Score -1.02245e+08 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 79102 members 
Mstep: Class 3 contains 229586 members 
Mstep: Class 4 contains 3900 members 
Mstep: Class 5 contains 2537 members 
Mstep: Class 6 contains 4833 members 
Mstep: Class 7 contains 6129 members 
Mstep: Class 8 contains 36586 members 
Mstep: Class 9 contains 355532 members 
Mstep: Class 10 contains 5799 members 
Mstep: Class 11 contains 13578 members 
Mstep: Class 12 contains 53030 members 
Mstep: Class 13 contains 33102 members 
Mstep: Class 14 contains 13333 members 
Mstep: Class 15 contains 3872 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 7583 members 
Mstep: Class 18 contains 209810 members 
Mstep: Class 19 contains 13118 members 
Mstep: Class 20 contains 6134 members 
Mstep: Class 21 contains 42142 members 
Mstep: Class 22 contains 11184 members 
Mstep: Class 23 contains 14657 members 
Mstep: Class 24 contains 49089 members 
Mstep: Class 25 contains 7197 members 
Mstep: Class 26 contains 16759 members 
Mstep: Class 27 contains 5065 members 
Mstep: Class 28 contains 3942 members 
Mstep: Class 29 contains 27207 members 
Mstep: Class 30 contains 16093 members 
Mstep: Class 31 contains 3531 members 
Mstep: Class 32 contains 2302 members 
Mstep: Class 33 contains 12039 members 
Mstep: Class 34 contains 6851 members 
Mstep: Class 35 contains 112788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102245616.000000 Penalty: 122937.960938
Iteration 54Q: 36 clusters Score -1.022456e+08 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 79425 members 
Mstep: Class 3 contains 229941 members 
Mstep: Class 4 contains 3912 members 
Mstep: Class 5 contains 2539 members 
Mstep: Class 6 contains 4849 members 
Mstep: Class 7 contains 6018 members 
Mstep: Class 8 contains 36590 members 
Mstep: Class 9 contains 354039 members 
Mstep: Class 10 contains 5808 members 
Mstep: Class 11 contains 13579 members 
Mstep: Class 12 contains 53093 members 
Mstep: Class 13 contains 33317 members 
Mstep: Class 14 contains 13320 members 
Mstep: Class 15 contains 3871 members 
Mstep: Class 16 contains 2566 members 
Mstep: Class 17 contains 7558 members 
Mstep: Class 18 contains 209651 members 
Mstep: Class 19 contains 13118 members 
Mstep: Class 20 contains 6154 members 
Mstep: Class 21 contains 42163 members 
Mstep: Class 22 contains 11180 members 
Mstep: Class 23 contains 14668 members 
Mstep: Class 24 contains 49717 members 
Mstep: Class 25 contains 7229 members 
Mstep: Class 26 contains 16852 members 
Mstep: Class 27 contains 5067 members 
Mstep: Class 28 contains 3944 members 
Mstep: Class 29 contains 27248 members 
Mstep: Class 30 contains 15868 members 
Mstep: Class 31 contains 3519 members 
Mstep: Class 32 contains 2311 members 
Mstep: Class 33 contains 12044 members 
Mstep: Class 34 contains 6852 members 
Mstep: Class 35 contains 112955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246464.000000 Penalty: 122937.960938
Iteration 55Q: 36 clusters Score -1.022465e+08 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 79732 members 
Mstep: Class 3 contains 230238 members 
Mstep: Class 4 contains 3913 members 
Mstep: Class 5 contains 2538 members 
Mstep: Class 6 contains 4861 members 
Mstep: Class 7 contains 5930 members 
Mstep: Class 8 contains 36599 members 
Mstep: Class 9 contains 352622 members 
Mstep: Class 10 contains 5817 members 
Mstep: Class 11 contains 13572 members 
Mstep: Class 12 contains 53172 members 
Mstep: Class 13 contains 33522 members 
Mstep: Class 14 contains 13303 members 
Mstep: Class 15 contains 3871 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 7546 members 
Mstep: Class 18 contains 209502 members 
Mstep: Class 19 contains 13121 members 
Mstep: Class 20 contains 6174 members 
Mstep: Class 21 contains 42179 members 
Mstep: Class 22 contains 11185 members 
Mstep: Class 23 contains 14688 members 
Mstep: Class 24 contains 50310 members 
Mstep: Class 25 contains 7263 members 
Mstep: Class 26 contains 16947 members 
Mstep: Class 27 contains 5070 members 
Mstep: Class 28 contains 3946 members 
Mstep: Class 29 contains 27287 members 
Mstep: Class 30 contains 15675 members 
Mstep: Class 31 contains 3507 members 
Mstep: Class 32 contains 2309 members 
Mstep: Class 33 contains 12042 members 
Mstep: Class 34 contains 6841 members 
Mstep: Class 35 contains 113107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246840.000000 Penalty: 122937.960938
Iteration 56Q: 36 clusters Score -1.022468e+08 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 80008 members 
Mstep: Class 3 contains 230521 members 
Mstep: Class 4 contains 3922 members 
Mstep: Class 5 contains 2538 members 
Mstep: Class 6 contains 4873 members 
Mstep: Class 7 contains 5839 members 
Mstep: Class 8 contains 36592 members 
Mstep: Class 9 contains 351328 members 
Mstep: Class 10 contains 5824 members 
Mstep: Class 11 contains 13572 members 
Mstep: Class 12 contains 53254 members 
Mstep: Class 13 contains 33716 members 
Mstep: Class 14 contains 13288 members 
Mstep: Class 15 contains 3870 members 
Mstep: Class 16 contains 2591 members 
Mstep: Class 17 contains 7543 members 
Mstep: Class 18 contains 209378 members 
Mstep: Class 19 contains 13118 members 
Mstep: Class 20 contains 6190 members 
Mstep: Class 21 contains 42203 members 
Mstep: Class 22 contains 11180 members 
Mstep: Class 23 contains 14701 members 
Mstep: Class 24 contains 50814 members 
Mstep: Class 25 contains 7293 members 
Mstep: Class 26 contains 17025 members 
Mstep: Class 27 contains 5072 members 
Mstep: Class 28 contains 3949 members 
Mstep: Class 29 contains 27326 members 
Mstep: Class 30 contains 15506 members 
Mstep: Class 31 contains 3497 members 
Mstep: Class 32 contains 2291 members 
Mstep: Class 33 contains 12043 members 
Mstep: Class 34 contains 6834 members 
Mstep: Class 35 contains 113275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102246848.000000 Penalty: 122937.960938
Iteration 57Q: 36 clusters Score -1.022468e+08 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 80273 members 
Mstep: Class 3 contains 230756 members 
Mstep: Class 4 contains 3926 members 
Mstep: Class 5 contains 2539 members 
Mstep: Class 6 contains 4886 members 
Mstep: Class 7 contains 5760 members 
Mstep: Class 8 contains 36589 members 
Mstep: Class 9 contains 350114 members 
Mstep: Class 10 contains 5831 members 
Mstep: Class 11 contains 13568 members 
Mstep: Class 12 contains 53318 members 
Mstep: Class 13 contains 33908 members 
Mstep: Class 14 contains 13277 members 
Mstep: Class 15 contains 3871 members 
Mstep: Class 16 contains 2605 members 
Mstep: Class 17 contains 7528 members 
Mstep: Class 18 contains 209277 members 
Mstep: Class 19 contains 13119 members 
Mstep: Class 20 contains 6200 members 
Mstep: Class 21 contains 42219 members 
Mstep: Class 22 contains 11167 members 
Mstep: Class 23 contains 14718 members 
Mstep: Class 24 contains 51258 members 
Mstep: Class 25 contains 7324 members 
Mstep: Class 26 contains 17099 members 
Mstep: Class 27 contains 5075 members 
Mstep: Class 28 contains 3950 members 
Mstep: Class 29 contains 27359 members 
Mstep: Class 30 contains 15384 members 
Mstep: Class 31 contains 3489 members 
Mstep: Class 32 contains 2274 members 
Mstep: Class 33 contains 12050 members 
Mstep: Class 34 contains 6833 members 
Mstep: Class 35 contains 113438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247336.000000 Penalty: 122937.960938
Iteration 58Q: 36 clusters Score -1.022473e+08 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 80506 members 
Mstep: Class 3 contains 230917 members 
Mstep: Class 4 contains 3936 members 
Mstep: Class 5 contains 2540 members 
Mstep: Class 6 contains 4895 members 
Mstep: Class 7 contains 5685 members 
Mstep: Class 8 contains 36594 members 
Mstep: Class 9 contains 348958 members 
Mstep: Class 10 contains 5837 members 
Mstep: Class 11 contains 13565 members 
Mstep: Class 12 contains 53387 members 
Mstep: Class 13 contains 34086 members 
Mstep: Class 14 contains 13278 members 
Mstep: Class 15 contains 3871 members 
Mstep: Class 16 contains 2627 members 
Mstep: Class 17 contains 7521 members 
Mstep: Class 18 contains 209206 members 
Mstep: Class 19 contains 13121 members 
Mstep: Class 20 contains 6207 members 
Mstep: Class 21 contains 42233 members 
Mstep: Class 22 contains 11139 members 
Mstep: Class 23 contains 14730 members 
Mstep: Class 24 contains 51656 members 
Mstep: Class 25 contains 7352 members 
Mstep: Class 26 contains 17146 members 
Mstep: Class 27 contains 5074 members 
Mstep: Class 28 contains 3953 members 
Mstep: Class 29 contains 27390 members 
Mstep: Class 30 contains 15342 members 
Mstep: Class 31 contains 3488 members 
Mstep: Class 32 contains 2255 members 
Mstep: Class 33 contains 12052 members 
Mstep: Class 34 contains 6833 members 
Mstep: Class 35 contains 113612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102247632.000000 Penalty: 122937.960938
Iteration 59Q: 36 clusters Score -1.022476e+08 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 80701 members 
Mstep: Class 3 contains 231106 members 
Mstep: Class 4 contains 3937 members 
Mstep: Class 5 contains 2541 members 
Mstep: Class 6 contains 4901 members 
Mstep: Class 7 contains 5633 members 
Mstep: Class 8 contains 36599 members 
Mstep: Class 9 contains 347920 members 
Mstep: Class 10 contains 5842 members 
Mstep: Class 11 contains 13562 members 
Mstep: Class 12 contains 53435 members 
Mstep: Class 13 contains 34235 members 
Mstep: Class 14 contains 13272 members 
Mstep: Class 15 contains 3871 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 7516 members 
Mstep: Class 18 contains 209139 members 
Mstep: Class 19 contains 13119 members 
Mstep: Class 20 contains 6215 members 
Mstep: Class 21 contains 42239 members 
Mstep: Class 22 contains 11134 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 52035 members 
Mstep: Class 25 contains 7376 members 
Mstep: Class 26 contains 17183 members 
Mstep: Class 27 contains 5073 members 
Mstep: Class 28 contains 3962 members 
Mstep: Class 29 contains 27424 members 
Mstep: Class 30 contains 15301 members 
Mstep: Class 31 contains 3483 members 
Mstep: Class 32 contains 2245 members 
Mstep: Class 33 contains 12050 members 
Mstep: Class 34 contains 6832 members 
Mstep: Class 35 contains 113751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248144.000000 Penalty: 122937.960938
Iteration 60F: 36 clusters Score -1.022481e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 80861 members 
Mstep: Class 3 contains 231248 members 
Mstep: Class 4 contains 3926 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 4904 members 
Mstep: Class 7 contains 5572 members 
Mstep: Class 8 contains 36600 members 
Mstep: Class 9 contains 346994 members 
Mstep: Class 10 contains 5844 members 
Mstep: Class 11 contains 13559 members 
Mstep: Class 12 contains 53486 members 
Mstep: Class 13 contains 34356 members 
Mstep: Class 14 contains 13258 members 
Mstep: Class 15 contains 3872 members 
Mstep: Class 16 contains 2675 members 
Mstep: Class 17 contains 7509 members 
Mstep: Class 18 contains 209078 members 
Mstep: Class 19 contains 13116 members 
Mstep: Class 20 contains 6231 members 
Mstep: Class 21 contains 42259 members 
Mstep: Class 22 contains 11114 members 
Mstep: Class 23 contains 14735 members 
Mstep: Class 24 contains 52383 members 
Mstep: Class 25 contains 7407 members 
Mstep: Class 26 contains 17120 members 
Mstep: Class 27 contains 5072 members 
Mstep: Class 28 contains 3964 members 
Mstep: Class 29 contains 27460 members 
Mstep: Class 30 contains 15286 members 
Mstep: Class 31 contains 3503 members 
Mstep: Class 32 contains 2324 members 
Mstep: Class 33 contains 12053 members 
Mstep: Class 34 contains 6830 members 
Mstep: Class 35 contains 113886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248424.000000 Penalty: 122937.960938
Iteration 61Q: 36 clusters Score -1.022484e+08 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 81010 members 
Mstep: Class 3 contains 231406 members 
Mstep: Class 4 contains 3913 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 4910 members 
Mstep: Class 7 contains 5535 members 
Mstep: Class 8 contains 36592 members 
Mstep: Class 9 contains 346141 members 
Mstep: Class 10 contains 5848 members 
Mstep: Class 11 contains 13553 members 
Mstep: Class 12 contains 53537 members 
Mstep: Class 13 contains 34450 members 
Mstep: Class 14 contains 13244 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 17 contains 7506 members 
Mstep: Class 18 contains 208909 members 
Mstep: Class 19 contains 13108 members 
Mstep: Class 20 contains 6249 members 
Mstep: Class 21 contains 42305 members 
Mstep: Class 22 contains 11088 members 
Mstep: Class 23 contains 14739 members 
Mstep: Class 24 contains 52689 members 
Mstep: Class 25 contains 7439 members 
Mstep: Class 26 contains 17135 members 
Mstep: Class 27 contains 5075 members 
Mstep: Class 28 contains 3951 members 
Mstep: Class 29 contains 27484 members 
Mstep: Class 30 contains 15300 members 
Mstep: Class 31 contains 3523 members 
Mstep: Class 32 contains 2384 members 
Mstep: Class 33 contains 12050 members 
Mstep: Class 34 contains 6827 members 
Mstep: Class 35 contains 114016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102248784.000000 Penalty: 122937.960938
Iteration 62Q: 36 clusters Score -1.022488e+08 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 81126 members 
Mstep: Class 3 contains 231563 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 2543 members 
Mstep: Class 6 contains 4909 members 
Mstep: Class 7 contains 5490 members 
Mstep: Class 8 contains 36587 members 
Mstep: Class 9 contains 345416 members 
Mstep: Class 10 contains 5851 members 
Mstep: Class 11 contains 13546 members 
Mstep: Class 12 contains 53568 members 
Mstep: Class 13 contains 34550 members 
Mstep: Class 14 contains 13236 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2752 members 
Mstep: Class 17 contains 7509 members 
Mstep: Class 18 contains 208752 members 
Mstep: Class 19 contains 13100 members 
Mstep: Class 20 contains 6270 members 
Mstep: Class 21 contains 42315 members 
Mstep: Class 22 contains 11068 members 
Mstep: Class 23 contains 14738 members 
Mstep: Class 24 contains 52946 members 
Mstep: Class 25 contains 7472 members 
Mstep: Class 26 contains 17159 members 
Mstep: Class 27 contains 5079 members 
Mstep: Class 28 contains 3950 members 
Mstep: Class 29 contains 27497 members 
Mstep: Class 30 contains 15318 members 
Mstep: Class 31 contains 3545 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 12048 members 
Mstep: Class 34 contains 6827 members 
Mstep: Class 35 contains 114124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249344.000000 Penalty: 122937.960938
Iteration 63Q: 36 clusters Score -1.022493e+08 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 81246 members 
Mstep: Class 3 contains 231723 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 2544 members 
Mstep: Class 6 contains 4911 members 
Mstep: Class 7 contains 5448 members 
Mstep: Class 8 contains 36589 members 
Mstep: Class 9 contains 344723 members 
Mstep: Class 10 contains 5858 members 
Mstep: Class 11 contains 13557 members 
Mstep: Class 12 contains 53601 members 
Mstep: Class 13 contains 34604 members 
Mstep: Class 14 contains 13223 members 
Mstep: Class 15 contains 3872 members 
Mstep: Class 16 contains 2786 members 
Mstep: Class 17 contains 7503 members 
Mstep: Class 18 contains 208597 members 
Mstep: Class 19 contains 13093 members 
Mstep: Class 20 contains 6294 members 
Mstep: Class 21 contains 42307 members 
Mstep: Class 22 contains 11058 members 
Mstep: Class 23 contains 14740 members 
Mstep: Class 24 contains 53204 members 
Mstep: Class 25 contains 7498 members 
Mstep: Class 26 contains 17203 members 
Mstep: Class 27 contains 5079 members 
Mstep: Class 28 contains 3953 members 
Mstep: Class 29 contains 27513 members 
Mstep: Class 30 contains 15347 members 
Mstep: Class 31 contains 3567 members 
Mstep: Class 32 contains 2537 members 
Mstep: Class 33 contains 12048 members 
Mstep: Class 34 contains 6823 members 
Mstep: Class 35 contains 114180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249392.000000 Penalty: 122937.960938
Iteration 64Q: 36 clusters Score -1.022494e+08 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 81351 members 
Mstep: Class 3 contains 231868 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 2546 members 
Mstep: Class 6 contains 4918 members 
Mstep: Class 7 contains 5410 members 
Mstep: Class 8 contains 36599 members 
Mstep: Class 9 contains 344094 members 
Mstep: Class 10 contains 5863 members 
Mstep: Class 11 contains 13562 members 
Mstep: Class 12 contains 53643 members 
Mstep: Class 13 contains 34664 members 
Mstep: Class 14 contains 13204 members 
Mstep: Class 15 contains 3872 members 
Mstep: Class 16 contains 2810 members 
Mstep: Class 17 contains 7504 members 
Mstep: Class 18 contains 208443 members 
Mstep: Class 19 contains 13078 members 
Mstep: Class 20 contains 6317 members 
Mstep: Class 21 contains 42297 members 
Mstep: Class 22 contains 11056 members 
Mstep: Class 23 contains 14754 members 
Mstep: Class 24 contains 53417 members 
Mstep: Class 25 contains 7538 members 
Mstep: Class 26 contains 17254 members 
Mstep: Class 27 contains 5079 members 
Mstep: Class 28 contains 3952 members 
Mstep: Class 29 contains 27529 members 
Mstep: Class 30 contains 15379 members 
Mstep: Class 31 contains 3586 members 
Mstep: Class 32 contains 2596 members 
Mstep: Class 33 contains 12037 members 
Mstep: Class 34 contains 6824 members 
Mstep: Class 35 contains 114232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249488.000000 Penalty: 122937.960938
Iteration 65Q: 36 clusters Score -1.022495e+08 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 81454 members 
Mstep: Class 3 contains 231993 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 2553 members 
Mstep: Class 6 contains 4932 members 
Mstep: Class 7 contains 5375 members 
Mstep: Class 8 contains 36600 members 
Mstep: Class 9 contains 343509 members 
Mstep: Class 10 contains 5869 members 
Mstep: Class 11 contains 13576 members 
Mstep: Class 12 contains 53696 members 
Mstep: Class 13 contains 34714 members 
Mstep: Class 14 contains 13190 members 
Mstep: Class 15 contains 3875 members 
Mstep: Class 16 contains 2829 members 
Mstep: Class 17 contains 7503 members 
Mstep: Class 18 contains 208311 members 
Mstep: Class 19 contains 13067 members 
Mstep: Class 20 contains 6339 members 
Mstep: Class 21 contains 42280 members 
Mstep: Class 22 contains 11059 members 
Mstep: Class 23 contains 14760 members 
Mstep: Class 24 contains 53603 members 
Mstep: Class 25 contains 7568 members 
Mstep: Class 26 contains 17304 members 
Mstep: Class 27 contains 5081 members 
Mstep: Class 28 contains 3949 members 
Mstep: Class 29 contains 27547 members 
Mstep: Class 30 contains 15405 members 
Mstep: Class 31 contains 3598 members 
Mstep: Class 32 contains 2636 members 
Mstep: Class 33 contains 12027 members 
Mstep: Class 34 contains 6829 members 
Mstep: Class 35 contains 114284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249720.000000 Penalty: 122937.960938
Iteration 66Q: 36 clusters Score -1.022497e+08 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 81549 members 
Mstep: Class 3 contains 232092 members 
Mstep: Class 4 contains 3885 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 4946 members 
Mstep: Class 7 contains 5341 members 
Mstep: Class 8 contains 36608 members 
Mstep: Class 9 contains 342980 members 
Mstep: Class 10 contains 5874 members 
Mstep: Class 11 contains 13581 members 
Mstep: Class 12 contains 53745 members 
Mstep: Class 13 contains 34767 members 
Mstep: Class 14 contains 13169 members 
Mstep: Class 15 contains 3877 members 
Mstep: Class 16 contains 2846 members 
Mstep: Class 17 contains 7501 members 
Mstep: Class 18 contains 208196 members 
Mstep: Class 19 contains 13065 members 
Mstep: Class 20 contains 6373 members 
Mstep: Class 21 contains 42243 members 
Mstep: Class 22 contains 11055 members 
Mstep: Class 23 contains 14765 members 
Mstep: Class 24 contains 53838 members 
Mstep: Class 25 contains 7599 members 
Mstep: Class 26 contains 17348 members 
Mstep: Class 27 contains 5081 members 
Mstep: Class 28 contains 3943 members 
Mstep: Class 29 contains 27563 members 
Mstep: Class 30 contains 15433 members 
Mstep: Class 31 contains 3596 members 
Mstep: Class 32 contains 2688 members 
Mstep: Class 33 contains 12013 members 
Mstep: Class 34 contains 6820 members 
Mstep: Class 35 contains 114306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249904.000000 Penalty: 122937.960938
Iteration 67Q: 36 clusters Score -1.022499e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 81645 members 
Mstep: Class 3 contains 232195 members 
Mstep: Class 4 contains 3867 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 4950 members 
Mstep: Class 7 contains 5307 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 342496 members 
Mstep: Class 10 contains 5875 members 
Mstep: Class 11 contains 13593 members 
Mstep: Class 12 contains 53777 members 
Mstep: Class 13 contains 34793 members 
Mstep: Class 14 contains 13145 members 
Mstep: Class 15 contains 3880 members 
Mstep: Class 16 contains 2861 members 
Mstep: Class 17 contains 7499 members 
Mstep: Class 18 contains 208096 members 
Mstep: Class 19 contains 13065 members 
Mstep: Class 20 contains 6415 members 
Mstep: Class 21 contains 42206 members 
Mstep: Class 22 contains 11053 members 
Mstep: Class 23 contains 14769 members 
Mstep: Class 24 contains 54037 members 
Mstep: Class 25 contains 7626 members 
Mstep: Class 26 contains 17390 members 
Mstep: Class 27 contains 5083 members 
Mstep: Class 28 contains 3941 members 
Mstep: Class 29 contains 27573 members 
Mstep: Class 30 contains 15464 members 
Mstep: Class 31 contains 3592 members 
Mstep: Class 32 contains 2733 members 
Mstep: Class 33 contains 12003 members 
Mstep: Class 34 contains 6817 members 
Mstep: Class 35 contains 114355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102249856.000000 Penalty: 122937.960938
Iteration 68Q: 36 clusters Score -1.022499e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 81731 members 
Mstep: Class 3 contains 232277 members 
Mstep: Class 4 contains 3853 members 
Mstep: Class 5 contains 2564 members 
Mstep: Class 6 contains 4956 members 
Mstep: Class 7 contains 5288 members 
Mstep: Class 8 contains 36617 members 
Mstep: Class 9 contains 342065 members 
Mstep: Class 10 contains 5878 members 
Mstep: Class 11 contains 13597 members 
Mstep: Class 12 contains 53806 members 
Mstep: Class 13 contains 34837 members 
Mstep: Class 14 contains 13121 members 
Mstep: Class 15 contains 3883 members 
Mstep: Class 16 contains 2869 members 
Mstep: Class 17 contains 7493 members 
Mstep: Class 18 contains 208009 members 
Mstep: Class 19 contains 13067 members 
Mstep: Class 20 contains 6454 members 
Mstep: Class 21 contains 42170 members 
Mstep: Class 22 contains 11037 members 
Mstep: Class 23 contains 14771 members 
Mstep: Class 24 contains 54220 members 
Mstep: Class 25 contains 7649 members 
Mstep: Class 26 contains 17429 members 
Mstep: Class 27 contains 5083 members 
Mstep: Class 28 contains 3940 members 
Mstep: Class 29 contains 27589 members 
Mstep: Class 30 contains 15483 members 
Mstep: Class 31 contains 3573 members 
Mstep: Class 32 contains 2774 members 
Mstep: Class 33 contains 11998 members 
Mstep: Class 34 contains 6814 members 
Mstep: Class 35 contains 114402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102250448.000000 Penalty: 122937.960938
Iteration 69Q: 36 clusters Score -1.022504e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 81798 members 
Mstep: Class 3 contains 232357 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 2564 members 
Mstep: Class 6 contains 4956 members 
Mstep: Class 7 contains 5261 members 
Mstep: Class 8 contains 36622 members 
Mstep: Class 9 contains 341671 members 
Mstep: Class 10 contains 5879 members 
Mstep: Class 11 contains 13604 members 
Mstep: Class 12 contains 53816 members 
Mstep: Class 13 contains 34884 members 
Mstep: Class 14 contains 13094 members 
Mstep: Class 15 contains 3884 members 
Mstep: Class 16 contains 2879 members 
Mstep: Class 17 contains 7488 members 
Mstep: Class 18 contains 207930 members 
Mstep: Class 19 contains 13062 members 
Mstep: Class 20 contains 6494 members 
Mstep: Class 21 contains 42145 members 
Mstep: Class 22 contains 11019 members 
Mstep: Class 23 contains 14778 members 
Mstep: Class 24 contains 54407 members 
Mstep: Class 25 contains 7671 members 
Mstep: Class 26 contains 17475 members 
Mstep: Class 27 contains 5083 members 
Mstep: Class 28 contains 3946 members 
Mstep: Class 29 contains 27592 members 
Mstep: Class 30 contains 15508 members 
Mstep: Class 31 contains 3557 members 
Mstep: Class 32 contains 2793 members 
Mstep: Class 33 contains 11998 members 
Mstep: Class 34 contains 6807 members 
Mstep: Class 35 contains 114443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102250432.000000 Penalty: 122937.960938
Iteration 70Q: 36 clusters Score -1.022504e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 81847 members 
Mstep: Class 3 contains 232427 members 
Mstep: Class 4 contains 3844 members 
Mstep: Class 5 contains 2565 members 
Mstep: Class 6 contains 4957 members 
Mstep: Class 7 contains 5241 members 
Mstep: Class 8 contains 36628 members 
Mstep: Class 9 contains 341344 members 
Mstep: Class 10 contains 5881 members 
Mstep: Class 11 contains 13606 members 
Mstep: Class 12 contains 53835 members 
Mstep: Class 13 contains 34922 members 
Mstep: Class 14 contains 13066 members 
Mstep: Class 15 contains 3884 members 
Mstep: Class 16 contains 2884 members 
Mstep: Class 17 contains 7485 members 
Mstep: Class 18 contains 207870 members 
Mstep: Class 19 contains 13051 members 
Mstep: Class 20 contains 6530 members 
Mstep: Class 21 contains 42132 members 
Mstep: Class 22 contains 11013 members 
Mstep: Class 23 contains 14781 members 
Mstep: Class 24 contains 54572 members 
Mstep: Class 25 contains 7692 members 
Mstep: Class 26 contains 17515 members 
Mstep: Class 27 contains 5082 members 
Mstep: Class 28 contains 3947 members 
Mstep: Class 29 contains 27600 members 
Mstep: Class 30 contains 15515 members 
Mstep: Class 31 contains 3541 members 
Mstep: Class 32 contains 2806 members 
Mstep: Class 33 contains 12006 members 
Mstep: Class 34 contains 6802 members 
Mstep: Class 35 contains 114455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102250680.000000 Penalty: 122937.960938
Iteration 71Q: 36 clusters Score -1.022507e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 81883 members 
Mstep: Class 3 contains 232482 members 
Mstep: Class 4 contains 3843 members 
Mstep: Class 5 contains 2567 members 
Mstep: Class 6 contains 4960 members 
Mstep: Class 7 contains 5219 members 
Mstep: Class 8 contains 36636 members 
Mstep: Class 9 contains 341071 members 
Mstep: Class 10 contains 5885 members 
Mstep: Class 11 contains 13604 members 
Mstep: Class 12 contains 53851 members 
Mstep: Class 13 contains 34966 members 
Mstep: Class 14 contains 13035 members 
Mstep: Class 15 contains 3884 members 
Mstep: Class 16 contains 2891 members 
Mstep: Class 17 contains 7484 members 
Mstep: Class 18 contains 207827 members 
Mstep: Class 19 contains 13049 members 
Mstep: Class 20 contains 6553 members 
Mstep: Class 21 contains 42116 members 
Mstep: Class 22 contains 11006 members 
Mstep: Class 23 contains 14785 members 
Mstep: Class 24 contains 54719 members 
Mstep: Class 25 contains 7706 members 
Mstep: Class 26 contains 17538 members 
Mstep: Class 27 contains 5081 members 
Mstep: Class 28 contains 3949 members 
Mstep: Class 29 contains 27607 members 
Mstep: Class 30 contains 15534 members 
Mstep: Class 31 contains 3526 members 
Mstep: Class 32 contains 2823 members 
Mstep: Class 33 contains 12003 members 
Mstep: Class 34 contains 6793 members 
Mstep: Class 35 contains 114464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102250768.000000 Penalty: 122937.960938
Iteration 72Q: 36 clusters Score -1.022508e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 81919 members 
Mstep: Class 3 contains 232540 members 
Mstep: Class 4 contains 3849 members 
Mstep: Class 5 contains 2567 members 
Mstep: Class 6 contains 4964 members 
Mstep: Class 7 contains 5203 members 
Mstep: Class 8 contains 36643 members 
Mstep: Class 9 contains 340850 members 
Mstep: Class 10 contains 5886 members 
Mstep: Class 11 contains 13607 members 
Mstep: Class 12 contains 53862 members 
Mstep: Class 13 contains 34982 members 
Mstep: Class 14 contains 12997 members 
Mstep: Class 15 contains 3883 members 
Mstep: Class 16 contains 2896 members 
Mstep: Class 17 contains 7484 members 
Mstep: Class 18 contains 207795 members 
Mstep: Class 19 contains 13043 members 
Mstep: Class 20 contains 6566 members 
Mstep: Class 21 contains 42091 members 
Mstep: Class 22 contains 11008 members 
Mstep: Class 23 contains 14786 members 
Mstep: Class 24 contains 54841 members 
Mstep: Class 25 contains 7725 members 
Mstep: Class 26 contains 17554 members 
Mstep: Class 27 contains 5082 members 
Mstep: Class 28 contains 3952 members 
Mstep: Class 29 contains 27617 members 
Mstep: Class 30 contains 15548 members 
Mstep: Class 31 contains 3520 members 
Mstep: Class 32 contains 2839 members 
Mstep: Class 33 contains 12002 members 
Mstep: Class 34 contains 6785 members 
Mstep: Class 35 contains 114472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102250768.000000 Penalty: 122937.960938
Iteration 73Q: 36 clusters Score -1.022508e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 81950 members 
Mstep: Class 3 contains 232606 members 
Mstep: Class 4 contains 3867 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 4967 members 
Mstep: Class 7 contains 5189 members 
Mstep: Class 8 contains 36647 members 
Mstep: Class 9 contains 340612 members 
Mstep: Class 10 contains 5885 members 
Mstep: Class 11 contains 13610 members 
Mstep: Class 12 contains 53865 members 
Mstep: Class 13 contains 34997 members 
Mstep: Class 14 contains 12960 members 
Mstep: Class 15 contains 3884 members 
Mstep: Class 16 contains 2896 members 
Mstep: Class 17 contains 7481 members 
Mstep: Class 18 contains 207780 members 
Mstep: Class 19 contains 13041 members 
Mstep: Class 20 contains 6576 members 
Mstep: Class 21 contains 42069 members 
Mstep: Class 22 contains 10983 members 
Mstep: Class 23 contains 14794 members 
Mstep: Class 24 contains 54970 members 
Mstep: Class 25 contains 7746 members 
Mstep: Class 26 contains 17559 members 
Mstep: Class 27 contains 5082 members 
Mstep: Class 28 contains 3950 members 
Mstep: Class 29 contains 27626 members 
Mstep: Class 30 contains 15581 members 
Mstep: Class 31 contains 3521 members 
Mstep: Class 32 contains 2852 members 
Mstep: Class 33 contains 12004 members 
Mstep: Class 34 contains 6780 members 
Mstep: Class 35 contains 114492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102250640.000000 Penalty: 122937.960938
Iteration 74Q: 36 clusters Score -1.022506e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 81979 members 
Mstep: Class 3 contains 232675 members 
Mstep: Class 4 contains 3878 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 4971 members 
Mstep: Class 7 contains 5170 members 
Mstep: Class 8 contains 36641 members 
Mstep: Class 9 contains 340387 members 
Mstep: Class 10 contains 5886 members 
Mstep: Class 11 contains 13610 members 
Mstep: Class 12 contains 53871 members 
Mstep: Class 13 contains 35020 members 
Mstep: Class 14 contains 12924 members 
Mstep: Class 15 contains 3884 members 
Mstep: Class 16 contains 2894 members 
Mstep: Class 17 contains 7477 members 
Mstep: Class 18 contains 207758 members 
Mstep: Class 19 contains 13032 members 
Mstep: Class 20 contains 6580 members 
Mstep: Class 21 contains 42054 members 
Mstep: Class 22 contains 10962 members 
Mstep: Class 23 contains 14801 members 
Mstep: Class 24 contains 55081 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 17574 members 
Mstep: Class 27 contains 5083 members 
Mstep: Class 28 contains 3952 members 
Mstep: Class 29 contains 27630 members 
Mstep: Class 30 contains 15618 members 
Mstep: Class 31 contains 3524 members 
Mstep: Class 32 contains 2858 members 
Mstep: Class 33 contains 12012 members 
Mstep: Class 34 contains 6771 members 
Mstep: Class 35 contains 114519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102250824.000000 Penalty: 122937.960938
Iteration 75Q: 36 clusters Score -1.022508e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 82009 members 
Mstep: Class 3 contains 232747 members 
Mstep: Class 4 contains 3887 members 
Mstep: Class 5 contains 2572 members 
Mstep: Class 6 contains 4974 members 
Mstep: Class 7 contains 5160 members 
Mstep: Class 8 contains 36631 members 
Mstep: Class 9 contains 340163 members 
Mstep: Class 10 contains 5889 members 
Mstep: Class 11 contains 13606 members 
Mstep: Class 12 contains 53877 members 
Mstep: Class 13 contains 35052 members 
Mstep: Class 14 contains 12888 members 
Mstep: Class 15 contains 3884 members 
Mstep: Class 16 contains 2895 members 
Mstep: Class 17 contains 7471 members 
Mstep: Class 18 contains 207743 members 
Mstep: Class 19 contains 13026 members 
Mstep: Class 20 contains 6582 members 
Mstep: Class 21 contains 42039 members 
Mstep: Class 22 contains 10942 members 
Mstep: Class 23 contains 14807 members 
Mstep: Class 24 contains 55183 members 
Mstep: Class 25 contains 7816 members 
Mstep: Class 26 contains 17582 members 
Mstep: Class 27 contains 5085 members 
Mstep: Class 28 contains 3955 members 
Mstep: Class 29 contains 27633 members 
Mstep: Class 30 contains 15650 members 
Mstep: Class 31 contains 3528 members 
Mstep: Class 32 contains 2862 members 
Mstep: Class 33 contains 12016 members 
Mstep: Class 34 contains 6769 members 
Mstep: Class 35 contains 114538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102251096.000000 Penalty: 122937.960938
Iteration 76Q: 36 clusters Score -1.022511e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 82039 members 
Mstep: Class 3 contains 232792 members 
Mstep: Class 4 contains 3888 members 
Mstep: Class 5 contains 2572 members 
Mstep: Class 6 contains 4977 members 
Mstep: Class 7 contains 5151 members 
Mstep: Class 8 contains 36628 members 
Mstep: Class 9 contains 339956 members 
Mstep: Class 10 contains 5893 members 
Mstep: Class 11 contains 13599 members 
Mstep: Class 12 contains 53885 members 
Mstep: Class 13 contains 35073 members 
Mstep: Class 14 contains 12858 members 
Mstep: Class 15 contains 3884 members 
Mstep: Class 16 contains 2896 members 
Mstep: Class 17 contains 7470 members 
Mstep: Class 18 contains 207732 members 
Mstep: Class 19 contains 13022 members 
Mstep: Class 20 contains 6585 members 
Mstep: Class 21 contains 42035 members 
Mstep: Class 22 contains 10915 members 
Mstep: Class 23 contains 14810 members 
Mstep: Class 24 contains 55281 members 
Mstep: Class 25 contains 7852 members 
Mstep: Class 26 contains 17589 members 
Mstep: Class 27 contains 5086 members 
Mstep: Class 28 contains 3957 members 
Mstep: Class 29 contains 27637 members 
Mstep: Class 30 contains 15679 members 
Mstep: Class 31 contains 3530 members 
Mstep: Class 32 contains 2864 members 
Mstep: Class 33 contains 12025 members 
Mstep: Class 34 contains 6766 members 
Mstep: Class 35 contains 114560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102251048.000000 Penalty: 122937.960938
Iteration 77Q: 36 clusters Score -1.02251e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 82075 members 
Mstep: Class 3 contains 232850 members 
Mstep: Class 4 contains 3888 members 
Mstep: Class 5 contains 2572 members 
Mstep: Class 6 contains 4979 members 
Mstep: Class 7 contains 5147 members 
Mstep: Class 8 contains 36624 members 
Mstep: Class 9 contains 339753 members 
Mstep: Class 10 contains 5896 members 
Mstep: Class 11 contains 13598 members 
Mstep: Class 12 contains 53884 members 
Mstep: Class 13 contains 35098 members 
Mstep: Class 14 contains 12828 members 
Mstep: Class 15 contains 3883 members 
Mstep: Class 16 contains 2896 members 
Mstep: Class 17 contains 7469 members 
Mstep: Class 18 contains 207716 members 
Mstep: Class 19 contains 13022 members 
Mstep: Class 20 contains 6589 members 
Mstep: Class 21 contains 42029 members 
Mstep: Class 22 contains 10885 members 
Mstep: Class 23 contains 14817 members 
Mstep: Class 24 contains 55373 members 
Mstep: Class 25 contains 7886 members 
Mstep: Class 26 contains 17601 members 
Mstep: Class 27 contains 5086 members 
Mstep: Class 28 contains 3958 members 
Mstep: Class 29 contains 27639 members 
Mstep: Class 30 contains 15709 members 
Mstep: Class 31 contains 3529 members 
Mstep: Class 32 contains 2869 members 
Mstep: Class 33 contains 12041 members 
Mstep: Class 34 contains 6767 members 
Mstep: Class 35 contains 114558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102250936.000000 Penalty: 122937.960938
Iteration 78Q: 36 clusters Score -1.022509e+08 nChanged 622
Entering ConstructFrom: 
Score: -102250936.000000 Penalty: 122937.960938
Entering ConstructFrom: 
Trying to split cluster 1 (4456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Entering Unmasked Estep 
Score: -311801.343750 Penalty: 2083.697754
	Iteration 0F: 2 clusters Score -311801.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -307616.750000 Penalty: 4167.395508
	Iteration 0F: 3 clusters Score -307616.8 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -308646.937500 Penalty: 4167.395508
	Iteration 1F: 3 clusters Score -308646.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -308890.562500 Penalty: 4167.395508
	Iteration 2F: 3 clusters Score -308890.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -309054.343750 Penalty: 4167.395508
	Iteration 3F: 3 clusters Score -309054.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -309218.218750 Penalty: 4167.395508
	Iteration 4Q: 3 clusters Score -309218.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -309375.125000 Penalty: 4167.395508
	Iteration 5Q: 3 clusters Score -309375.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -309532.468750 Penalty: 4167.395508
	Iteration 6Q: 3 clusters Score -309532.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -309755.375000 Penalty: 4167.395508
	Iteration 7Q: 3 clusters Score -309755.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -310030.562500 Penalty: 4167.395508
	Iteration 8F: 3 clusters Score -310030.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -310307.656250 Penalty: 4167.395508
	Iteration 9Q: 3 clusters Score -310307.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -310617.125000 Penalty: 4167.395508
	Iteration 10Q: 3 clusters Score -310617.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -310930.000000 Penalty: 4167.395508
	Iteration 11Q: 3 clusters Score -310930 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -311222.531250 Penalty: 4167.395508
	Iteration 12Q: 3 clusters Score -311222.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -311591.125000 Penalty: 4167.395508
	Iteration 13Q: 3 clusters Score -311591.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -312053.968750 Penalty: 4167.395508
	Iteration 14Q: 3 clusters Score -312054 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -312441.812500 Penalty: 4167.395508
	Iteration 15Q: 3 clusters Score -312441.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -312525.406250 Penalty: 4167.395508
	Iteration 16Q: 3 clusters Score -312525.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -312541.750000 Penalty: 4167.395508
	Iteration 17Q: 3 clusters Score -312541.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -312546.312500 Penalty: 4167.395508
	Iteration 18Q: 3 clusters Score -312546.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -312546.312500 Penalty: 4167.395508
	Iteration 19F: 3 clusters Score -312546.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 82103 members 
Mstep: Class 3 contains 232928 members 
Mstep: Class 4 contains 3883 members 
Mstep: Class 5 contains 2573 members 
Mstep: Class 6 contains 4980 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 36617 members 
Mstep: Class 9 contains 339578 members 
Mstep: Class 10 contains 5898 members 
Mstep: Class 11 contains 13602 members 
Mstep: Class 12 contains 53897 members 
Mstep: Class 13 contains 35115 members 
Mstep: Class 14 contains 12792 members 
Mstep: Class 15 contains 3884 members 
Mstep: Class 16 contains 2898 members 
Mstep: Class 17 contains 7468 members 
Mstep: Class 18 contains 207699 members 
Mstep: Class 19 contains 13019 members 
Mstep: Class 20 contains 6592 members 
Mstep: Class 21 contains 42021 members 
Mstep: Class 22 contains 10889 members 
Mstep: Class 23 contains 14821 members 
Mstep: Class 24 contains 55441 members 
Mstep: Class 25 contains 7919 members 
Mstep: Class 26 contains 17613 members 
Mstep: Class 27 contains 5086 members 
Mstep: Class 28 contains 3956 members 
Mstep: Class 29 contains 27640 members 
Mstep: Class 30 contains 15720 members 
Mstep: Class 31 contains 3533 members 
Mstep: Class 32 contains 2876 members 
Mstep: Class 33 contains 12040 members 
Mstep: Class 34 contains 6770 members 
Mstep: Class 35 contains 114562 members 
Mstep: Class 36 contains 2065 members 
Entering Unmasked Estep 
Score: -102250328.000000 Penalty: 126450.476562
Splitting cluster 1 changes total score from -102250936.000000 to -102250328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (82103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82103 members 
Entering Unmasked Estep 
Score: -6257641.000000 Penalty: 2806.301025
	Iteration 0F: 2 clusters Score -6257641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -6202755.000000 Penalty: 5612.602051
	Iteration 0F: 3 clusters Score -6202755 nChanged 38518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -6224365.500000 Penalty: 5612.602051
	Iteration 1F: 3 clusters Score -6224366 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -6224966.000000 Penalty: 5612.602051
	Iteration 2Q: 3 clusters Score -6224966 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -6225527.000000 Penalty: 5612.602051
	Iteration 3Q: 3 clusters Score -6225527 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -6226232.500000 Penalty: 5612.602051
	Iteration 4Q: 3 clusters Score -6226232 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -6227202.000000 Penalty: 5612.602051
	Iteration 5Q: 3 clusters Score -6227202 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 47733 members 
Entering Unmasked Estep 
Score: -6228626.500000 Penalty: 5612.602051
	Iteration 6Q: 3 clusters Score -6228626 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -6231034.500000 Penalty: 5612.602051
	Iteration 7F: 3 clusters Score -6231034 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 55333 members 
Entering Unmasked Estep 
Score: -6234558.000000 Penalty: 5612.602051
	Iteration 8F: 3 clusters Score -6234558 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 60272 members 
Entering Unmasked Estep 
Score: -6239139.000000 Penalty: 5612.602051
	Iteration 9F: 3 clusters Score -6239139 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 65054 members 
Entering Unmasked Estep 
Score: -6243775.500000 Penalty: 5612.602051
	Iteration 10F: 3 clusters Score -6243776 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 68899 members 
Entering Unmasked Estep 
Score: -6247415.000000 Penalty: 5612.602051
	Iteration 11F: 3 clusters Score -6247415 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 71643 members 
Entering Unmasked Estep 
Score: -6249898.000000 Penalty: 5612.602051
	Iteration 12Q: 3 clusters Score -6249898 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 73575 members 
Entering Unmasked Estep 
Score: -6251418.500000 Penalty: 5612.602051
	Iteration 13Q: 3 clusters Score -6251418 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 74991 members 
Entering Unmasked Estep 
Score: -6252398.500000 Penalty: 5612.602051
	Iteration 14Q: 3 clusters Score -6252398 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 76153 members 
Entering Unmasked Estep 
Score: -6253136.000000 Penalty: 5612.602051
	Iteration 15Q: 3 clusters Score -6253136 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 77033 members 
Entering Unmasked Estep 
Score: -6253682.500000 Penalty: 5612.602051
	Iteration 16Q: 3 clusters Score -6253682 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 77731 members 
Entering Unmasked Estep 
Score: -6254083.500000 Penalty: 5612.602051
	Iteration 17Q: 3 clusters Score -6254084 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 78316 members 
Entering Unmasked Estep 
Score: -6254395.000000 Penalty: 5612.602051
	Iteration 18Q: 3 clusters Score -6254395 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 78819 members 
Entering Unmasked Estep 
Score: -6254701.000000 Penalty: 5612.602051
	Iteration 19Q: 3 clusters Score -6254701 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 79195 members 
Entering Unmasked Estep 
Score: -6254843.500000 Penalty: 5612.602051
	Iteration 20F: 3 clusters Score -6254844 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 79488 members 
Entering Unmasked Estep 
Score: -6254997.500000 Penalty: 5612.602051
	Iteration 21Q: 3 clusters Score -6254998 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 79732 members 
Entering Unmasked Estep 
Score: -6255137.500000 Penalty: 5612.602051
	Iteration 22Q: 3 clusters Score -6255138 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 79942 members 
Entering Unmasked Estep 
Score: -6255216.000000 Penalty: 5612.602051
	Iteration 23Q: 3 clusters Score -6255216 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 80110 members 
Entering Unmasked Estep 
Score: -6255249.000000 Penalty: 5612.602051
	Iteration 24Q: 3 clusters Score -6255249 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 80233 members 
Entering Unmasked Estep 
Score: -6255286.000000 Penalty: 5612.602051
	Iteration 25Q: 3 clusters Score -6255286 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 80351 members 
Entering Unmasked Estep 
Score: -6255365.000000 Penalty: 5612.602051
	Iteration 26Q: 3 clusters Score -6255365 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 80459 members 
Entering Unmasked Estep 
Score: -6255440.000000 Penalty: 5612.602051
	Iteration 27Q: 3 clusters Score -6255440 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 80544 members 
Entering Unmasked Estep 
Score: -6255460.000000 Penalty: 5612.602051
	Iteration 28Q: 3 clusters Score -6255460 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 80614 members 
Entering Unmasked Estep 
Score: -6255489.500000 Penalty: 5612.602051
	Iteration 29Q: 3 clusters Score -6255490 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 80674 members 
Entering Unmasked Estep 
Score: -6255509.000000 Penalty: 5612.602051
	Iteration 30Q: 3 clusters Score -6255509 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 80714 members 
Entering Unmasked Estep 
Score: -6255523.500000 Penalty: 5612.602051
	Iteration 31Q: 3 clusters Score -6255524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 80747 members 
Entering Unmasked Estep 
Score: -6255545.500000 Penalty: 5612.602051
	Iteration 32Q: 3 clusters Score -6255546 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 80779 members 
Entering Unmasked Estep 
Score: -6255568.500000 Penalty: 5612.602051
	Iteration 33Q: 3 clusters Score -6255568 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 80813 members 
Entering Unmasked Estep 
Score: -6255579.000000 Penalty: 5612.602051
	Iteration 34Q: 3 clusters Score -6255579 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 80855 members 
Entering Unmasked Estep 
Score: -6255593.000000 Penalty: 5612.602051
	Iteration 35Q: 3 clusters Score -6255593 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 80876 members 
Entering Unmasked Estep 
Score: -6255598.500000 Penalty: 5612.602051
	Iteration 36Q: 3 clusters Score -6255598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 80896 members 
Entering Unmasked Estep 
Score: -6255612.000000 Penalty: 5612.602051
	Iteration 37Q: 3 clusters Score -6255612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 80908 members 
Entering Unmasked Estep 
Score: -6255615.500000 Penalty: 5612.602051
	Iteration 38Q: 3 clusters Score -6255616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 80913 members 
Entering Unmasked Estep 
Score: -6255619.000000 Penalty: 5612.602051
	Iteration 39Q: 3 clusters Score -6255619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 80916 members 
Entering Unmasked Estep 
Score: -6255615.000000 Penalty: 5612.602051
	Iteration 40F: 3 clusters Score -6255615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 80920 members 
Entering Unmasked Estep 
Score: -6255621.000000 Penalty: 5612.602051
	Iteration 41Q: 3 clusters Score -6255621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 80922 members 
Entering Unmasked Estep 
Score: -6255618.000000 Penalty: 5612.602051
	Iteration 42Q: 3 clusters Score -6255618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 80925 members 
Entering Unmasked Estep 
Score: -6255623.000000 Penalty: 5612.602051
	Iteration 43Q: 3 clusters Score -6255623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 80927 members 
Entering Unmasked Estep 
Score: -6255626.500000 Penalty: 5612.602051
	Iteration 44Q: 3 clusters Score -6255626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 80931 members 
Entering Unmasked Estep 
Score: -6255625.500000 Penalty: 5612.602051
	Iteration 45Q: 3 clusters Score -6255626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 80933 members 
Entering Unmasked Estep 
Score: -6255621.500000 Penalty: 5612.602051
	Iteration 46Q: 3 clusters Score -6255622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 80934 members 
Entering Unmasked Estep 
Score: -6255621.000000 Penalty: 5612.602051
	Iteration 47Q: 3 clusters Score -6255621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 80936 members 
Entering Unmasked Estep 
Score: -6255613.000000 Penalty: 5612.602051
	Iteration 48Q: 3 clusters Score -6255613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 80939 members 
Entering Unmasked Estep 
Score: -6255623.500000 Penalty: 5612.602051
	Iteration 49Q: 3 clusters Score -6255624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 80940 members 
Entering Unmasked Estep 
Score: -6255616.000000 Penalty: 5612.602051
	Iteration 50Q: 3 clusters Score -6255616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 80941 members 
Entering Unmasked Estep 
Score: -6255623.000000 Penalty: 5612.602051
	Iteration 51Q: 3 clusters Score -6255623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 80943 members 
Entering Unmasked Estep 
Score: -6255619.000000 Penalty: 5612.602051
	Iteration 52Q: 3 clusters Score -6255619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 80944 members 
Entering Unmasked Estep 
Score: -6255621.500000 Penalty: 5612.602051
	Iteration 53Q: 3 clusters Score -6255622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 80948 members 
Entering Unmasked Estep 
Score: -6255618.000000 Penalty: 5612.602051
	Iteration 54Q: 3 clusters Score -6255618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 80953 members 
Entering Unmasked Estep 
Score: -6255619.500000 Penalty: 5612.602051
	Iteration 55Q: 3 clusters Score -6255620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 80958 members 
Entering Unmasked Estep 
Score: -6255630.500000 Penalty: 5612.602051
	Iteration 56Q: 3 clusters Score -6255630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 80963 members 
Entering Unmasked Estep 
Score: -6255630.500000 Penalty: 5612.602051
	Iteration 57Q: 3 clusters Score -6255630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 80968 members 
Entering Unmasked Estep 
Score: -6255625.000000 Penalty: 5612.602051
	Iteration 58Q: 3 clusters Score -6255625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 80972 members 
Entering Unmasked Estep 
Score: -6255635.000000 Penalty: 5612.602051
	Iteration 59Q: 3 clusters Score -6255635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 80979 members 
Entering Unmasked Estep 
Score: -6255633.500000 Penalty: 5612.602051
	Iteration 60F: 3 clusters Score -6255634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 80983 members 
Entering Unmasked Estep 
Score: -6255629.500000 Penalty: 5612.602051
	Iteration 61Q: 3 clusters Score -6255630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 80986 members 
Entering Unmasked Estep 
Score: -6255633.500000 Penalty: 5612.602051
	Iteration 62Q: 3 clusters Score -6255634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 80987 members 
Entering Unmasked Estep 
Score: -6255636.500000 Penalty: 5612.602051
	Iteration 63Q: 3 clusters Score -6255636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 80988 members 
Entering Unmasked Estep 
Score: -6255636.500000 Penalty: 5612.602051
	Iteration 64Q: 3 clusters Score -6255636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 80988 members 
Entering Unmasked Estep 
Score: -6255636.500000 Penalty: 5612.602051
	Iteration 65F: 3 clusters Score -6255636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (232928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232928 members 
Entering Unmasked Estep 
Score: -17870398.000000 Penalty: 3064.904053
	Iteration 0F: 2 clusters Score -1.78704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116596 members 
Mstep: Class 2 contains 116332 members 
Entering Unmasked Estep 
Score: -17714218.000000 Penalty: 6129.808105
	Iteration 0F: 3 clusters Score -1.771422e+07 nChanged 112139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120857 members 
Mstep: Class 2 contains 112071 members 
Entering Unmasked Estep 
Score: -17779906.000000 Penalty: 6129.808105
	Iteration 1F: 3 clusters Score -1.777991e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123270 members 
Mstep: Class 2 contains 109658 members 
Entering Unmasked Estep 
Score: -17781092.000000 Penalty: 6129.808105
	Iteration 2Q: 3 clusters Score -1.778109e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126811 members 
Mstep: Class 2 contains 106117 members 
Entering Unmasked Estep 
Score: -17782602.000000 Penalty: 6129.808105
	Iteration 3Q: 3 clusters Score -1.77826e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132217 members 
Mstep: Class 2 contains 100711 members 
Entering Unmasked Estep 
Score: -17784976.000000 Penalty: 6129.808105
	Iteration 4Q: 3 clusters Score -1.778498e+07 nChanged 9537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140296 members 
Mstep: Class 2 contains 92632 members 
Entering Unmasked Estep 
Score: -17788840.000000 Penalty: 6129.808105
	Iteration 5Q: 3 clusters Score -1.778884e+07 nChanged 12523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151983 members 
Mstep: Class 2 contains 80945 members 
Entering Unmasked Estep 
Score: -17795404.000000 Penalty: 6129.808105
	Iteration 6F: 3 clusters Score -1.77954e+07 nChanged 16337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167916 members 
Mstep: Class 2 contains 65012 members 
Entering Unmasked Estep 
Score: -17806834.000000 Penalty: 6129.808105
	Iteration 7F: 3 clusters Score -1.780683e+07 nChanged 19608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187354 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -17823736.000000 Penalty: 6129.808105
	Iteration 8F: 3 clusters Score -1.782374e+07 nChanged 19361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206665 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -17842446.000000 Penalty: 6129.808105
	Iteration 9F: 3 clusters Score -1.784245e+07 nChanged 14459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221120 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -17856630.000000 Penalty: 6129.808105
	Iteration 10F: 3 clusters Score -1.785663e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228678 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -17863922.000000 Penalty: 6129.808105
	Iteration 11Q: 3 clusters Score -1.786392e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231448 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -17866422.000000 Penalty: 6129.808105
	Iteration 12Q: 3 clusters Score -1.786642e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232289 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -17867122.000000 Penalty: 6129.808105
	Iteration 13Q: 3 clusters Score -1.786712e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232527 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -17867370.000000 Penalty: 6129.808105
	Iteration 14Q: 3 clusters Score -1.786737e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232604 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -17867462.000000 Penalty: 6129.808105
	Iteration 15Q: 3 clusters Score -1.786746e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232634 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -17867484.000000 Penalty: 6129.808105
	Iteration 16Q: 3 clusters Score -1.786748e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232656 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -17867526.000000 Penalty: 6129.808105
	Iteration 17Q: 3 clusters Score -1.786753e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232663 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -17867570.000000 Penalty: 6129.808105
	Iteration 18Q: 3 clusters Score -1.786757e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232672 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -17867584.000000 Penalty: 6129.808105
	Iteration 19Q: 3 clusters Score -1.786758e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232678 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -17867612.000000 Penalty: 6129.808105
	Iteration 20F: 3 clusters Score -1.786761e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232679 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -17867630.000000 Penalty: 6129.808105
	Iteration 21Q: 3 clusters Score -1.786763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232682 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -17867650.000000 Penalty: 6129.808105
	Iteration 22Q: 3 clusters Score -1.786765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232688 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -17867656.000000 Penalty: 6129.808105
	Iteration 23Q: 3 clusters Score -1.786766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232690 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -17867678.000000 Penalty: 6129.808105
	Iteration 24Q: 3 clusters Score -1.786768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232688 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -17867680.000000 Penalty: 6129.808105
	Iteration 25Q: 3 clusters Score -1.786768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232687 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -17867678.000000 Penalty: 6129.808105
	Iteration 26Q: 3 clusters Score -1.786768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232686 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -17867682.000000 Penalty: 6129.808105
	Iteration 27Q: 3 clusters Score -1.786768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232687 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -17867680.000000 Penalty: 6129.808105
	Iteration 28Q: 3 clusters Score -1.786768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232688 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -17867682.000000 Penalty: 6129.808105
	Iteration 29Q: 3 clusters Score -1.786768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232688 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -17867682.000000 Penalty: 6129.808105
	Iteration 30F: 3 clusters Score -1.786768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Entering Unmasked Estep 
Score: -225600.421875 Penalty: 2049.562012
	Iteration 0F: 2 clusters Score -225600.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -221814.875000 Penalty: 4099.124023
	Iteration 0F: 3 clusters Score -221814.9 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -223996.203125 Penalty: 4099.124023
	Iteration 1F: 3 clusters Score -223996.2 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -226787.734375 Penalty: 4099.124023
	Iteration 2F: 3 clusters Score -226787.7 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -228399.875000 Penalty: 4099.124023
	Iteration 3F: 3 clusters Score -228399.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -229101.781250 Penalty: 4099.124023
	Iteration 4F: 3 clusters Score -229101.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -229416.343750 Penalty: 4099.124023
	Iteration 5Q: 3 clusters Score -229416.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -229571.859375 Penalty: 4099.124023
	Iteration 6Q: 3 clusters Score -229571.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -229669.687500 Penalty: 4099.124023
	Iteration 7Q: 3 clusters Score -229669.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -229751.296875 Penalty: 4099.124023
	Iteration 8Q: 3 clusters Score -229751.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -229802.843750 Penalty: 4099.124023
	Iteration 9Q: 3 clusters Score -229802.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -229859.312500 Penalty: 4099.124023
	Iteration 10Q: 3 clusters Score -229859.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -229910.156250 Penalty: 4099.124023
	Iteration 11Q: 3 clusters Score -229910.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -229959.312500 Penalty: 4099.124023
	Iteration 12Q: 3 clusters Score -229959.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -229984.312500 Penalty: 4099.124023
	Iteration 13Q: 3 clusters Score -229984.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -230000.484375 Penalty: 4099.124023
	Iteration 14Q: 3 clusters Score -230000.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -230008.703125 Penalty: 4099.124023
	Iteration 15Q: 3 clusters Score -230008.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -230029.625000 Penalty: 4099.124023
	Iteration 16Q: 3 clusters Score -230029.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -230059.593750 Penalty: 4099.124023
	Iteration 17Q: 3 clusters Score -230059.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -230083.843750 Penalty: 4099.124023
	Iteration 18Q: 3 clusters Score -230083.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -230098.671875 Penalty: 4099.124023
	Iteration 19Q: 3 clusters Score -230098.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -230111.531250 Penalty: 4099.124023
	Iteration 20F: 3 clusters Score -230111.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -230134.234375 Penalty: 4099.124023
	Iteration 21Q: 3 clusters Score -230134.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -230147.812500 Penalty: 4099.124023
	Iteration 22Q: 3 clusters Score -230147.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -230157.062500 Penalty: 4099.124023
	Iteration 23Q: 3 clusters Score -230157.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -230160.687500 Penalty: 4099.124023
	Iteration 24Q: 3 clusters Score -230160.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -230162.687500 Penalty: 4099.124023
	Iteration 25Q: 3 clusters Score -230162.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -230167.000000 Penalty: 4099.124023
	Iteration 26Q: 3 clusters Score -230167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -230169.718750 Penalty: 4099.124023
	Iteration 27Q: 3 clusters Score -230169.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -230171.500000 Penalty: 4099.124023
	Iteration 28Q: 3 clusters Score -230171.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -230172.453125 Penalty: 4099.124023
	Iteration 29Q: 3 clusters Score -230172.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -230172.953125 Penalty: 4099.124023
	Iteration 30Q: 3 clusters Score -230173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -230177.390625 Penalty: 4099.124023
	Iteration 31Q: 3 clusters Score -230177.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -230189.546875 Penalty: 4099.124023
	Iteration 32Q: 3 clusters Score -230189.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -230206.578125 Penalty: 4099.124023
	Iteration 33Q: 3 clusters Score -230206.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -230231.171875 Penalty: 4099.124023
	Iteration 34Q: 3 clusters Score -230231.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -230259.562500 Penalty: 4099.124023
	Iteration 35Q: 3 clusters Score -230259.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -230269.531250 Penalty: 4099.124023
	Iteration 36Q: 3 clusters Score -230269.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -230273.984375 Penalty: 4099.124023
	Iteration 37Q: 3 clusters Score -230274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -230273.984375 Penalty: 4099.124023
	Iteration 38F: 3 clusters Score -230274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 82103 members 
Mstep: Class 3 contains 232928 members 
Mstep: Class 4 contains 2820 members 
Mstep: Class 5 contains 2573 members 
Mstep: Class 6 contains 4980 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 36617 members 
Mstep: Class 9 contains 339578 members 
Mstep: Class 10 contains 5898 members 
Mstep: Class 11 contains 13602 members 
Mstep: Class 12 contains 53897 members 
Mstep: Class 13 contains 35115 members 
Mstep: Class 14 contains 12792 members 
Mstep: Class 15 contains 3884 members 
Mstep: Class 16 contains 2898 members 
Mstep: Class 17 contains 7468 members 
Mstep: Class 18 contains 207699 members 
Mstep: Class 19 contains 13019 members 
Mstep: Class 20 contains 6592 members 
Mstep: Class 21 contains 42021 members 
Mstep: Class 22 contains 10889 members 
Mstep: Class 23 contains 14821 members 
Mstep: Class 24 contains 55441 members 
Mstep: Class 25 contains 7919 members 
Mstep: Class 26 contains 17613 members 
Mstep: Class 27 contains 5086 members 
Mstep: Class 28 contains 3956 members 
Mstep: Class 29 contains 27640 members 
Mstep: Class 30 contains 15720 members 
Mstep: Class 31 contains 3533 members 
Mstep: Class 32 contains 2876 members 
Mstep: Class 33 contains 12040 members 
Mstep: Class 34 contains 6770 members 
Mstep: Class 35 contains 114562 members 
Mstep: Class 36 contains 1063 members 
Entering Unmasked Estep 
Score: -102254248.000000 Penalty: 126450.476562
Splitting cluster 4 changes total score from -102250936.000000 to -102254248.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 5 (2573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Entering Unmasked Estep 
Score: -182480.296875 Penalty: 1947.501343
	Iteration 0F: 2 clusters Score -182480.3 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 1280 members 
Entering Unmasked Estep 
Score: -179496.187500 Penalty: 3895.002686
	Iteration 0F: 3 clusters Score -179496.2 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -180055.984375 Penalty: 3895.002686
	Iteration 1F: 3 clusters Score -180056 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -180203.375000 Penalty: 3895.002686
	Iteration 2F: 3 clusters Score -180203.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -180277.203125 Penalty: 3895.002686
	Iteration 3Q: 3 clusters Score -180277.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -180335.687500 Penalty: 3895.002686
	Iteration 4Q: 3 clusters Score -180335.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -180380.359375 Penalty: 3895.002686
	Iteration 5Q: 3 clusters Score -180380.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -180419.390625 Penalty: 3895.002686
	Iteration 6Q: 3 clusters Score -180419.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -180446.921875 Penalty: 3895.002686
	Iteration 7Q: 3 clusters Score -180446.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -180479.656250 Penalty: 3895.002686
	Iteration 8Q: 3 clusters Score -180479.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -180515.062500 Penalty: 3895.002686
	Iteration 9Q: 3 clusters Score -180515.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -180554.328125 Penalty: 3895.002686
	Iteration 10Q: 3 clusters Score -180554.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -180600.109375 Penalty: 3895.002686
	Iteration 11Q: 3 clusters Score -180600.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -180638.859375 Penalty: 3895.002686
	Iteration 12Q: 3 clusters Score -180638.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -180684.453125 Penalty: 3895.002686
	Iteration 13Q: 3 clusters Score -180684.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -180730.796875 Penalty: 3895.002686
	Iteration 14Q: 3 clusters Score -180730.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -180764.750000 Penalty: 3895.002686
	Iteration 15Q: 3 clusters Score -180764.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -180804.921875 Penalty: 3895.002686
	Iteration 16Q: 3 clusters Score -180804.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -180850.953125 Penalty: 3895.002686
	Iteration 17Q: 3 clusters Score -180851 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -180890.859375 Penalty: 3895.002686
	Iteration 18Q: 3 clusters Score -180890.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -180934.343750 Penalty: 3895.002686
	Iteration 19Q: 3 clusters Score -180934.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -180982.093750 Penalty: 3895.002686
	Iteration 20F: 3 clusters Score -180982.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -181018.015625 Penalty: 3895.002686
	Iteration 21Q: 3 clusters Score -181018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -181037.984375 Penalty: 3895.002686
	Iteration 22Q: 3 clusters Score -181038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -181054.031250 Penalty: 3895.002686
	Iteration 23Q: 3 clusters Score -181054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -181065.421875 Penalty: 3895.002686
	Iteration 24Q: 3 clusters Score -181065.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -181073.796875 Penalty: 3895.002686
	Iteration 25Q: 3 clusters Score -181073.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -181079.421875 Penalty: 3895.002686
	Iteration 26Q: 3 clusters Score -181079.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -181083.453125 Penalty: 3895.002686
	Iteration 27Q: 3 clusters Score -181083.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -181090.000000 Penalty: 3895.002686
	Iteration 28Q: 3 clusters Score -181090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -181097.703125 Penalty: 3895.002686
	Iteration 29Q: 3 clusters Score -181097.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -181102.609375 Penalty: 3895.002686
	Iteration 30Q: 3 clusters Score -181102.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -181107.703125 Penalty: 3895.002686
	Iteration 31Q: 3 clusters Score -181107.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -181113.734375 Penalty: 3895.002686
	Iteration 32Q: 3 clusters Score -181113.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -181114.562500 Penalty: 3895.002686
	Iteration 33Q: 3 clusters Score -181114.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -181114.562500 Penalty: 3895.002686
	Iteration 34F: 3 clusters Score -181114.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Entering Unmasked Estep 
Score: -349188.406250 Penalty: 2111.270020
	Iteration 0F: 2 clusters Score -349188.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -344656.406250 Penalty: 4222.540039
	Iteration 0F: 3 clusters Score -344656.4 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -345790.343750 Penalty: 4222.540039
	Iteration 1F: 3 clusters Score -345790.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -346069.843750 Penalty: 4222.540039
	Iteration 2F: 3 clusters Score -346069.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -346261.937500 Penalty: 4222.540039
	Iteration 3F: 3 clusters Score -346261.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -346412.000000 Penalty: 4222.540039
	Iteration 4Q: 3 clusters Score -346412 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -346558.312500 Penalty: 4222.540039
	Iteration 5Q: 3 clusters Score -346558.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -346700.812500 Penalty: 4222.540039
	Iteration 6Q: 3 clusters Score -346700.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -346836.250000 Penalty: 4222.540039
	Iteration 7Q: 3 clusters Score -346836.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -346956.906250 Penalty: 4222.540039
	Iteration 8Q: 3 clusters Score -346956.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -347064.343750 Penalty: 4222.540039
	Iteration 9Q: 3 clusters Score -347064.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -347158.875000 Penalty: 4222.540039
	Iteration 10Q: 3 clusters Score -347158.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -347242.500000 Penalty: 4222.540039
	Iteration 11Q: 3 clusters Score -347242.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -347301.218750 Penalty: 4222.540039
	Iteration 12Q: 3 clusters Score -347301.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -347358.187500 Penalty: 4222.540039
	Iteration 13Q: 3 clusters Score -347358.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -347396.343750 Penalty: 4222.540039
	Iteration 14Q: 3 clusters Score -347396.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -347429.375000 Penalty: 4222.540039
	Iteration 15Q: 3 clusters Score -347429.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -347456.468750 Penalty: 4222.540039
	Iteration 16Q: 3 clusters Score -347456.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -347480.718750 Penalty: 4222.540039
	Iteration 17Q: 3 clusters Score -347480.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -347500.750000 Penalty: 4222.540039
	Iteration 18Q: 3 clusters Score -347500.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -347518.312500 Penalty: 4222.540039
	Iteration 19Q: 3 clusters Score -347518.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -347537.906250 Penalty: 4222.540039
	Iteration 20F: 3 clusters Score -347537.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -347557.406250 Penalty: 4222.540039
	Iteration 21Q: 3 clusters Score -347557.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -347578.031250 Penalty: 4222.540039
	Iteration 22Q: 3 clusters Score -347578 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -347592.937500 Penalty: 4222.540039
	Iteration 23Q: 3 clusters Score -347592.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -347610.187500 Penalty: 4222.540039
	Iteration 24Q: 3 clusters Score -347610.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -347630.812500 Penalty: 4222.540039
	Iteration 25Q: 3 clusters Score -347630.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -347653.562500 Penalty: 4222.540039
	Iteration 26Q: 3 clusters Score -347653.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -347683.375000 Penalty: 4222.540039
	Iteration 27Q: 3 clusters Score -347683.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -347716.156250 Penalty: 4222.540039
	Iteration 28Q: 3 clusters Score -347716.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -347756.843750 Penalty: 4222.540039
	Iteration 29Q: 3 clusters Score -347756.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -347809.437500 Penalty: 4222.540039
	Iteration 30Q: 3 clusters Score -347809.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -347863.781250 Penalty: 4222.540039
	Iteration 31Q: 3 clusters Score -347863.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -347925.812500 Penalty: 4222.540039
	Iteration 32Q: 3 clusters Score -347925.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -347978.218750 Penalty: 4222.540039
	Iteration 33Q: 3 clusters Score -347978.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -348009.750000 Penalty: 4222.540039
	Iteration 34Q: 3 clusters Score -348009.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -348040.781250 Penalty: 4222.540039
	Iteration 35Q: 3 clusters Score -348040.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -348055.156250 Penalty: 4222.540039
	Iteration 36Q: 3 clusters Score -348055.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -348061.875000 Penalty: 4222.540039
	Iteration 37Q: 3 clusters Score -348061.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -348070.031250 Penalty: 4222.540039
	Iteration 38Q: 3 clusters Score -348070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -348080.031250 Penalty: 4222.540039
	Iteration 39Q: 3 clusters Score -348080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -348089.718750 Penalty: 4222.540039
	Iteration 40F: 3 clusters Score -348089.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -348100.968750 Penalty: 4222.540039
	Iteration 41Q: 3 clusters Score -348101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -348115.531250 Penalty: 4222.540039
	Iteration 42Q: 3 clusters Score -348115.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -348130.781250 Penalty: 4222.540039
	Iteration 43Q: 3 clusters Score -348130.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -348140.062500 Penalty: 4222.540039
	Iteration 44Q: 3 clusters Score -348140.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -348144.437500 Penalty: 4222.540039
	Iteration 45Q: 3 clusters Score -348144.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -348146.437500 Penalty: 4222.540039
	Iteration 46Q: 3 clusters Score -348146.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -348149.968750 Penalty: 4222.540039
	Iteration 47Q: 3 clusters Score -348150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -348152.093750 Penalty: 4222.540039
	Iteration 48Q: 3 clusters Score -348152.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -348153.468750 Penalty: 4222.540039
	Iteration 49Q: 3 clusters Score -348153.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -348153.562500 Penalty: 4222.540039
	Iteration 50Q: 3 clusters Score -348153.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -348154.093750 Penalty: 4222.540039
	Iteration 51Q: 3 clusters Score -348154.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -348154.093750 Penalty: 4222.540039
	Iteration 52F: 3 clusters Score -348154.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Entering Unmasked Estep 
Score: -313613.687500 Penalty: 2118.919434
	Iteration 0F: 2 clusters Score -313613.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -309070.625000 Penalty: 4237.838867
	Iteration 0F: 3 clusters Score -309070.6 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -310297.375000 Penalty: 4237.838867
	Iteration 1F: 3 clusters Score -310297.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -310562.531250 Penalty: 4237.838867
	Iteration 2F: 3 clusters Score -310562.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -310746.343750 Penalty: 4237.838867
	Iteration 3F: 3 clusters Score -310746.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -310895.812500 Penalty: 4237.838867
	Iteration 4Q: 3 clusters Score -310895.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -311066.156250 Penalty: 4237.838867
	Iteration 5Q: 3 clusters Score -311066.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -311245.156250 Penalty: 4237.838867
	Iteration 6Q: 3 clusters Score -311245.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -311420.687500 Penalty: 4237.838867
	Iteration 7Q: 3 clusters Score -311420.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -311581.250000 Penalty: 4237.838867
	Iteration 8Q: 3 clusters Score -311581.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -311718.531250 Penalty: 4237.838867
	Iteration 9Q: 3 clusters Score -311718.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -311821.625000 Penalty: 4237.838867
	Iteration 10Q: 3 clusters Score -311821.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -311915.781250 Penalty: 4237.838867
	Iteration 11Q: 3 clusters Score -311915.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -311990.031250 Penalty: 4237.838867
	Iteration 12Q: 3 clusters Score -311990 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -312045.031250 Penalty: 4237.838867
	Iteration 13Q: 3 clusters Score -312045 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -312095.718750 Penalty: 4237.838867
	Iteration 14Q: 3 clusters Score -312095.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -312132.062500 Penalty: 4237.838867
	Iteration 15Q: 3 clusters Score -312132.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -312164.218750 Penalty: 4237.838867
	Iteration 16Q: 3 clusters Score -312164.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -312191.437500 Penalty: 4237.838867
	Iteration 17Q: 3 clusters Score -312191.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -312211.281250 Penalty: 4237.838867
	Iteration 18Q: 3 clusters Score -312211.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -312232.625000 Penalty: 4237.838867
	Iteration 19Q: 3 clusters Score -312232.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -312249.562500 Penalty: 4237.838867
	Iteration 20F: 3 clusters Score -312249.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -312263.437500 Penalty: 4237.838867
	Iteration 21Q: 3 clusters Score -312263.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -312269.718750 Penalty: 4237.838867
	Iteration 22Q: 3 clusters Score -312269.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -312276.312500 Penalty: 4237.838867
	Iteration 23Q: 3 clusters Score -312276.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -312282.593750 Penalty: 4237.838867
	Iteration 24Q: 3 clusters Score -312282.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -312288.125000 Penalty: 4237.838867
	Iteration 25Q: 3 clusters Score -312288.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -312293.781250 Penalty: 4237.838867
	Iteration 26Q: 3 clusters Score -312293.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -312295.375000 Penalty: 4237.838867
	Iteration 27Q: 3 clusters Score -312295.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -312297.500000 Penalty: 4237.838867
	Iteration 28Q: 3 clusters Score -312297.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -312299.750000 Penalty: 4237.838867
	Iteration 29Q: 3 clusters Score -312299.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -312300.906250 Penalty: 4237.838867
	Iteration 30Q: 3 clusters Score -312300.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -312303.593750 Penalty: 4237.838867
	Iteration 31Q: 3 clusters Score -312303.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -312306.031250 Penalty: 4237.838867
	Iteration 32Q: 3 clusters Score -312306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -312307.531250 Penalty: 4237.838867
	Iteration 33Q: 3 clusters Score -312307.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -312309.781250 Penalty: 4237.838867
	Iteration 34Q: 3 clusters Score -312309.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -312311.281250 Penalty: 4237.838867
	Iteration 35Q: 3 clusters Score -312311.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -312312.937500 Penalty: 4237.838867
	Iteration 36Q: 3 clusters Score -312312.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -312313.093750 Penalty: 4237.838867
	Iteration 37Q: 3 clusters Score -312313.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -312314.625000 Penalty: 4237.838867
	Iteration 38Q: 3 clusters Score -312314.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -312314.750000 Penalty: 4237.838867
	Iteration 39Q: 3 clusters Score -312314.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -312315.750000 Penalty: 4237.838867
	Iteration 40F: 3 clusters Score -312315.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -312315.906250 Penalty: 4237.838867
	Iteration 41Q: 3 clusters Score -312315.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -312315.343750 Penalty: 4237.838867
	Iteration 42Q: 3 clusters Score -312315.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -312317.093750 Penalty: 4237.838867
	Iteration 43Q: 3 clusters Score -312317.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -312317.343750 Penalty: 4237.838867
	Iteration 44Q: 3 clusters Score -312317.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -312318.468750 Penalty: 4237.838867
	Iteration 45Q: 3 clusters Score -312318.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -312318.968750 Penalty: 4237.838867
	Iteration 46Q: 3 clusters Score -312319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -312319.343750 Penalty: 4237.838867
	Iteration 47Q: 3 clusters Score -312319.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -312319.468750 Penalty: 4237.838867
	Iteration 48Q: 3 clusters Score -312319.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -312320.593750 Penalty: 4237.838867
	Iteration 49Q: 3 clusters Score -312320.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -312319.562500 Penalty: 4237.838867
	Iteration 50Q: 3 clusters Score -312319.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -312319.562500 Penalty: 4237.838867
	Iteration 51F: 3 clusters Score -312319.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Entering Unmasked Estep 
Score: -2883122.250000 Penalty: 2606.050537
	Iteration 0F: 2 clusters Score -2883122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2858230.500000 Penalty: 5212.101074
	Iteration 0F: 3 clusters Score -2858230 nChanged 16645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -2867532.750000 Penalty: 5212.101074
	Iteration 1F: 3 clusters Score -2867533 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2868188.000000 Penalty: 5212.101074
	Iteration 2F: 3 clusters Score -2868188 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2868924.500000 Penalty: 5212.101074
	Iteration 3Q: 3 clusters Score -2868924 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2869760.500000 Penalty: 5212.101074
	Iteration 4Q: 3 clusters Score -2869760 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2870817.250000 Penalty: 5212.101074
	Iteration 5F: 3 clusters Score -2870817 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2872096.000000 Penalty: 5212.101074
	Iteration 6F: 3 clusters Score -2872096 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -2873423.000000 Penalty: 5212.101074
	Iteration 7F: 3 clusters Score -2873423 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -2874728.500000 Penalty: 5212.101074
	Iteration 8F: 3 clusters Score -2874728 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -2875859.000000 Penalty: 5212.101074
	Iteration 9F: 3 clusters Score -2875859 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2876716.500000 Penalty: 5212.101074
	Iteration 10Q: 3 clusters Score -2876716 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -2877356.750000 Penalty: 5212.101074
	Iteration 11Q: 3 clusters Score -2877357 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2877797.250000 Penalty: 5212.101074
	Iteration 12Q: 3 clusters Score -2877797 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2878102.000000 Penalty: 5212.101074
	Iteration 13Q: 3 clusters Score -2878102 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2878277.500000 Penalty: 5212.101074
	Iteration 14Q: 3 clusters Score -2878278 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2878382.750000 Penalty: 5212.101074
	Iteration 15Q: 3 clusters Score -2878383 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2878459.250000 Penalty: 5212.101074
	Iteration 16Q: 3 clusters Score -2878459 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2878541.250000 Penalty: 5212.101074
	Iteration 17Q: 3 clusters Score -2878541 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2878615.000000 Penalty: 5212.101074
	Iteration 18Q: 3 clusters Score -2878615 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2878694.250000 Penalty: 5212.101074
	Iteration 19Q: 3 clusters Score -2878694 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2878753.500000 Penalty: 5212.101074
	Iteration 20F: 3 clusters Score -2878754 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2878808.250000 Penalty: 5212.101074
	Iteration 21Q: 3 clusters Score -2878808 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2878883.750000 Penalty: 5212.101074
	Iteration 22Q: 3 clusters Score -2878884 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -2878942.750000 Penalty: 5212.101074
	Iteration 23Q: 3 clusters Score -2878943 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2878997.500000 Penalty: 5212.101074
	Iteration 24Q: 3 clusters Score -2878998 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2879063.750000 Penalty: 5212.101074
	Iteration 25Q: 3 clusters Score -2879064 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2879122.000000 Penalty: 5212.101074
	Iteration 26Q: 3 clusters Score -2879122 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2879153.500000 Penalty: 5212.101074
	Iteration 27Q: 3 clusters Score -2879154 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2879199.250000 Penalty: 5212.101074
	Iteration 28Q: 3 clusters Score -2879199 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2879219.750000 Penalty: 5212.101074
	Iteration 29Q: 3 clusters Score -2879220 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2879247.500000 Penalty: 5212.101074
	Iteration 30Q: 3 clusters Score -2879248 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2879281.750000 Penalty: 5212.101074
	Iteration 31Q: 3 clusters Score -2879282 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2879299.500000 Penalty: 5212.101074
	Iteration 32Q: 3 clusters Score -2879300 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2879324.500000 Penalty: 5212.101074
	Iteration 33Q: 3 clusters Score -2879324 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2879360.000000 Penalty: 5212.101074
	Iteration 34Q: 3 clusters Score -2879360 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2879378.000000 Penalty: 5212.101074
	Iteration 35Q: 3 clusters Score -2879378 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2879399.250000 Penalty: 5212.101074
	Iteration 36Q: 3 clusters Score -2879399 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2879432.000000 Penalty: 5212.101074
	Iteration 37Q: 3 clusters Score -2879432 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2879454.000000 Penalty: 5212.101074
	Iteration 38Q: 3 clusters Score -2879454 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2879464.500000 Penalty: 5212.101074
	Iteration 39Q: 3 clusters Score -2879464 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2879476.500000 Penalty: 5212.101074
	Iteration 40F: 3 clusters Score -2879476 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2879490.750000 Penalty: 5212.101074
	Iteration 41Q: 3 clusters Score -2879491 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2879489.250000 Penalty: 5212.101074
	Iteration 42Q: 3 clusters Score -2879489 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2879491.250000 Penalty: 5212.101074
	Iteration 43Q: 3 clusters Score -2879491 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2879490.750000 Penalty: 5212.101074
	Iteration 44Q: 3 clusters Score -2879491 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2879502.000000 Penalty: 5212.101074
	Iteration 45Q: 3 clusters Score -2879502 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2879513.500000 Penalty: 5212.101074
	Iteration 46Q: 3 clusters Score -2879514 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2879515.750000 Penalty: 5212.101074
	Iteration 47Q: 3 clusters Score -2879516 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2879521.250000 Penalty: 5212.101074
	Iteration 48Q: 3 clusters Score -2879521 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2879535.250000 Penalty: 5212.101074
	Iteration 49Q: 3 clusters Score -2879535 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2879534.750000 Penalty: 5212.101074
	Iteration 50Q: 3 clusters Score -2879535 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2879539.000000 Penalty: 5212.101074
	Iteration 51Q: 3 clusters Score -2879539 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2879536 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2879540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2879543 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2879540 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2879543 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2879552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2879550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2879557 nChanged 29
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Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2879556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2879558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2879552 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2879554.500000 Penalty: 5212.101074
	Iteration 63Q: 3 clusters Score -2879554 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2879558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2879566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2879565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2879570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2879574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2879573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2879568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2879572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2879570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2879570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2879570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2879567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2879571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2879572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2879571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2879568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2879566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2879567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2879562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2879559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2879560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2879560 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23040 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2879558 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23045 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2879566 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23051 members 
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	Iteration 88Q: 3 clusters Score -2879565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2879566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 13560 members 
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	Iteration 90Q: 3 clusters Score -2879564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 13557 members 
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	Iteration 91Q: 3 clusters Score -2879561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 13552 members 
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	Iteration 92Q: 3 clusters Score -2879566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2879569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2879565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2879568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2879564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2879566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2879568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2879564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2879567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2879568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2879567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2879569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2879570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2879570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2879570 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2879574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2879574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2879573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2879575.250000 Penalty: 5212.101074
	Iteration 110Q: 3 clusters Score -2879575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2879577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2879576 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2879571.000000 Penalty: 5212.101074
	Iteration 113Q: 3 clusters Score -2879571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 13389 members 
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	Iteration 114Q: 3 clusters Score -2879571 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2879571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2879571 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 13374 members 
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	Iteration 117Q: 3 clusters Score -2879573 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23245 members 
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	Iteration 118Q: 3 clusters Score -2879568 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2879574 nChanged 4
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Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2879571 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2879572 nChanged 3
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Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 13357 members 
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	Iteration 122Q: 3 clusters Score -2879570 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23263 members 
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	Iteration 123Q: 3 clusters Score -2879568 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 13350 members 
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	Iteration 124Q: 3 clusters Score -2879568 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23272 members 
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	Iteration 125Q: 3 clusters Score -2879566 nChanged 3
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Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2879569 nChanged 7
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	Iteration 127Q: 3 clusters Score -2879566 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2879571 nChanged 3
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Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2879575 nChanged 2
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Mstep: Class 1 contains 23286 members 
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	Iteration 130Q: 3 clusters Score -2879573 nChanged 5
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	Iteration 131Q: 3 clusters Score -2879574 nChanged 1
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	Iteration 132Q: 3 clusters Score -2879572 nChanged 1
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	Iteration 133Q: 3 clusters Score -2879572 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2879574 nChanged 6
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2879578 nChanged 4
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2879583 nChanged 6
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	Iteration 137Q: 3 clusters Score -2879586 nChanged 3
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	Iteration 138Q: 3 clusters Score -2879585 nChanged 3
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2879581 nChanged 1
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2879584 nChanged 1
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	Iteration 141Q: 3 clusters Score -2879583 nChanged 1
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	Iteration 142Q: 3 clusters Score -2879584 nChanged 1
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2879586 nChanged 0
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Entering Unmasked Estep 
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	Iteration 144F: 3 clusters Score -2879586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (339578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 339578 members 
Entering Unmasked Estep 
Score: -25443140.000000 Penalty: 3158.393799
	Iteration 0F: 2 clusters Score -2.544314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169903 members 
Mstep: Class 2 contains 169675 members 
Entering Unmasked Estep 
Score: -25215234.000000 Penalty: 6316.787598
	Iteration 0F: 3 clusters Score -2.521523e+07 nChanged 165076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170665 members 
Mstep: Class 2 contains 168913 members 
Entering Unmasked Estep 
Score: -25312866.000000 Penalty: 6316.787598
	Iteration 1F: 3 clusters Score -2.531287e+07 nChanged 8498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170897 members 
Mstep: Class 2 contains 168681 members 
Entering Unmasked Estep 
Score: -25314474.000000 Penalty: 6316.787598
	Iteration 2Q: 3 clusters Score -2.531447e+07 nChanged 9750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171255 members 
Mstep: Class 2 contains 168323 members 
Entering Unmasked Estep 
Score: -25317414.000000 Penalty: 6316.787598
	Iteration 3Q: 3 clusters Score -2.531741e+07 nChanged 11962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171803 members 
Mstep: Class 2 contains 167775 members 
Entering Unmasked Estep 
Score: -25321792.000000 Penalty: 6316.787598
	Iteration 4Q: 3 clusters Score -2.532179e+07 nChanged 14509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172838 members 
Mstep: Class 2 contains 166740 members 
Entering Unmasked Estep 
Score: -25328392.000000 Penalty: 6316.787598
	Iteration 5Q: 3 clusters Score -2.532839e+07 nChanged 17583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175119 members 
Mstep: Class 2 contains 164459 members 
Entering Unmasked Estep 
Score: -25337944.000000 Penalty: 6316.787598
	Iteration 6F: 3 clusters Score -2.533794e+07 nChanged 20370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179785 members 
Mstep: Class 2 contains 159793 members 
Entering Unmasked Estep 
Score: -25350298.000000 Penalty: 6316.787598
	Iteration 7F: 3 clusters Score -2.53503e+07 nChanged 22384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187781 members 
Mstep: Class 2 contains 151797 members 
Entering Unmasked Estep 
Score: -25365528.000000 Penalty: 6316.787598
	Iteration 8F: 3 clusters Score -2.536553e+07 nChanged 23128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199133 members 
Mstep: Class 2 contains 140445 members 
Entering Unmasked Estep 
Score: -25384050.000000 Penalty: 6316.787598
	Iteration 9F: 3 clusters Score -2.538405e+07 nChanged 22427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211804 members 
Mstep: Class 2 contains 127774 members 
Entering Unmasked Estep 
Score: -25404440.000000 Penalty: 6316.787598
	Iteration 10F: 3 clusters Score -2.540444e+07 nChanged 18735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222613 members 
Mstep: Class 2 contains 116965 members 
Entering Unmasked Estep 
Score: -25421318.000000 Penalty: 6316.787598
	Iteration 11F: 3 clusters Score -2.542132e+07 nChanged 13485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230404 members 
Mstep: Class 2 contains 109174 members 
Entering Unmasked Estep 
Score: -25432922.000000 Penalty: 6316.787598
	Iteration 12Q: 3 clusters Score -2.543292e+07 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235983 members 
Mstep: Class 2 contains 103595 members 
Entering Unmasked Estep 
Score: -25440148.000000 Penalty: 6316.787598
	Iteration 13Q: 3 clusters Score -2.544015e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239975 members 
Mstep: Class 2 contains 99603 members 
Entering Unmasked Estep 
Score: -25443658.000000 Penalty: 6316.787598
	Iteration 14Q: 3 clusters Score -2.544366e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242948 members 
Mstep: Class 2 contains 96630 members 
Entering Unmasked Estep 
Score: -25445406.000000 Penalty: 6316.787598
	Iteration 15Q: 3 clusters Score -2.544541e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245315 members 
Mstep: Class 2 contains 94263 members 
Entering Unmasked Estep 
Score: -25446470.000000 Penalty: 6316.787598
	Iteration 16Q: 3 clusters Score -2.544647e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247269 members 
Mstep: Class 2 contains 92309 members 
Entering Unmasked Estep 
Score: -25446932.000000 Penalty: 6316.787598
	Iteration 17Q: 3 clusters Score -2.544693e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248911 members 
Mstep: Class 2 contains 90667 members 
Entering Unmasked Estep 
Score: -25447270.000000 Penalty: 6316.787598
	Iteration 18Q: 3 clusters Score -2.544727e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250323 members 
Mstep: Class 2 contains 89255 members 
Entering Unmasked Estep 
Score: -25447382.000000 Penalty: 6316.787598
	Iteration 19Q: 3 clusters Score -2.544738e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251556 members 
Mstep: Class 2 contains 88022 members 
Entering Unmasked Estep 
Score: -25447418.000000 Penalty: 6316.787598
	Iteration 20F: 3 clusters Score -2.544742e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252591 members 
Mstep: Class 2 contains 86987 members 
Entering Unmasked Estep 
Score: -25447394.000000 Penalty: 6316.787598
	Iteration 21Q: 3 clusters Score -2.544739e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253553 members 
Mstep: Class 2 contains 86025 members 
Entering Unmasked Estep 
Score: -25447512.000000 Penalty: 6316.787598
	Iteration 22Q: 3 clusters Score -2.544751e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254432 members 
Mstep: Class 2 contains 85146 members 
Entering Unmasked Estep 
Score: -25447666.000000 Penalty: 6316.787598
	Iteration 23Q: 3 clusters Score -2.544767e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255243 members 
Mstep: Class 2 contains 84335 members 
Entering Unmasked Estep 
Score: -25447646.000000 Penalty: 6316.787598
	Iteration 24Q: 3 clusters Score -2.544765e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256028 members 
Mstep: Class 2 contains 83550 members 
Entering Unmasked Estep 
Score: -25447780.000000 Penalty: 6316.787598
	Iteration 25Q: 3 clusters Score -2.544778e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256786 members 
Mstep: Class 2 contains 82792 members 
Entering Unmasked Estep 
Score: -25447776.000000 Penalty: 6316.787598
	Iteration 26Q: 3 clusters Score -2.544778e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257500 members 
Mstep: Class 2 contains 82078 members 
Entering Unmasked Estep 
Score: -25447748.000000 Penalty: 6316.787598
	Iteration 27Q: 3 clusters Score -2.544775e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258166 members 
Mstep: Class 2 contains 81412 members 
Entering Unmasked Estep 
Score: -25447864.000000 Penalty: 6316.787598
	Iteration 28Q: 3 clusters Score -2.544786e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258797 members 
Mstep: Class 2 contains 80781 members 
Entering Unmasked Estep 
Score: -25447886.000000 Penalty: 6316.787598
	Iteration 29Q: 3 clusters Score -2.544789e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259419 members 
Mstep: Class 2 contains 80159 members 
Entering Unmasked Estep 
Score: -25447912.000000 Penalty: 6316.787598
	Iteration 30Q: 3 clusters Score -2.544791e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260061 members 
Mstep: Class 2 contains 79517 members 
Entering Unmasked Estep 
Score: -25447894.000000 Penalty: 6316.787598
	Iteration 31Q: 3 clusters Score -2.544789e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260674 members 
Mstep: Class 2 contains 78904 members 
Entering Unmasked Estep 
Score: -25447980.000000 Penalty: 6316.787598
	Iteration 32Q: 3 clusters Score -2.544798e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261267 members 
Mstep: Class 2 contains 78311 members 
Entering Unmasked Estep 
Score: -25448048.000000 Penalty: 6316.787598
	Iteration 33Q: 3 clusters Score -2.544805e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261835 members 
Mstep: Class 2 contains 77743 members 
Entering Unmasked Estep 
Score: -25448108.000000 Penalty: 6316.787598
	Iteration 34Q: 3 clusters Score -2.544811e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262371 members 
Mstep: Class 2 contains 77207 members 
Entering Unmasked Estep 
Score: -25448110.000000 Penalty: 6316.787598
	Iteration 35Q: 3 clusters Score -2.544811e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262873 members 
Mstep: Class 2 contains 76705 members 
Entering Unmasked Estep 
Score: -25448118.000000 Penalty: 6316.787598
	Iteration 36Q: 3 clusters Score -2.544812e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263409 members 
Mstep: Class 2 contains 76169 members 
Entering Unmasked Estep 
Score: -25448138.000000 Penalty: 6316.787598
	Iteration 37Q: 3 clusters Score -2.544814e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263936 members 
Mstep: Class 2 contains 75642 members 
Entering Unmasked Estep 
Score: -25448154.000000 Penalty: 6316.787598
	Iteration 38Q: 3 clusters Score -2.544815e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264424 members 
Mstep: Class 2 contains 75154 members 
Entering Unmasked Estep 
Score: -25448148.000000 Penalty: 6316.787598
	Iteration 39Q: 3 clusters Score -2.544815e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264876 members 
Mstep: Class 2 contains 74702 members 
Entering Unmasked Estep 
Score: -25448162.000000 Penalty: 6316.787598
	Iteration 40F: 3 clusters Score -2.544816e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265331 members 
Mstep: Class 2 contains 74247 members 
Entering Unmasked Estep 
Score: -25448164.000000 Penalty: 6316.787598
	Iteration 41Q: 3 clusters Score -2.544816e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265778 members 
Mstep: Class 2 contains 73800 members 
Entering Unmasked Estep 
Score: -25448272.000000 Penalty: 6316.787598
	Iteration 42Q: 3 clusters Score -2.544827e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266203 members 
Mstep: Class 2 contains 73375 members 
Entering Unmasked Estep 
Score: -25448378.000000 Penalty: 6316.787598
	Iteration 43Q: 3 clusters Score -2.544838e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266620 members 
Mstep: Class 2 contains 72958 members 
Entering Unmasked Estep 
Score: -25448346.000000 Penalty: 6316.787598
	Iteration 44Q: 3 clusters Score -2.544835e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267012 members 
Mstep: Class 2 contains 72566 members 
Entering Unmasked Estep 
Score: -25448420.000000 Penalty: 6316.787598
	Iteration 45Q: 3 clusters Score -2.544842e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267344 members 
Mstep: Class 2 contains 72234 members 
Entering Unmasked Estep 
Score: -25448450.000000 Penalty: 6316.787598
	Iteration 46Q: 3 clusters Score -2.544845e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267668 members 
Mstep: Class 2 contains 71910 members 
Entering Unmasked Estep 
Score: -25448460.000000 Penalty: 6316.787598
	Iteration 47Q: 3 clusters Score -2.544846e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267962 members 
Mstep: Class 2 contains 71616 members 
Entering Unmasked Estep 
Score: -25448454.000000 Penalty: 6316.787598
	Iteration 48Q: 3 clusters Score -2.544845e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268234 members 
Mstep: Class 2 contains 71344 members 
Entering Unmasked Estep 
Score: -25448510.000000 Penalty: 6316.787598
	Iteration 49Q: 3 clusters Score -2.544851e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268513 members 
Mstep: Class 2 contains 71065 members 
Entering Unmasked Estep 
Score: -25448550.000000 Penalty: 6316.787598
	Iteration 50Q: 3 clusters Score -2.544855e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268797 members 
Mstep: Class 2 contains 70781 members 
Entering Unmasked Estep 
Score: -25448586.000000 Penalty: 6316.787598
	Iteration 51Q: 3 clusters Score -2.544859e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269064 members 
Mstep: Class 2 contains 70514 members 
Entering Unmasked Estep 
Score: -25448576.000000 Penalty: 6316.787598
	Iteration 52Q: 3 clusters Score -2.544858e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269340 members 
Mstep: Class 2 contains 70238 members 
Entering Unmasked Estep 
Score: -25448568.000000 Penalty: 6316.787598
	Iteration 53Q: 3 clusters Score -2.544857e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269627 members 
Mstep: Class 2 contains 69951 members 
Entering Unmasked Estep 
Score: -25448568.000000 Penalty: 6316.787598
	Iteration 54Q: 3 clusters Score -2.544857e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269904 members 
Mstep: Class 2 contains 69674 members 
Entering Unmasked Estep 
Score: -25448542.000000 Penalty: 6316.787598
	Iteration 55Q: 3 clusters Score -2.544854e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270137 members 
Mstep: Class 2 contains 69441 members 
Entering Unmasked Estep 
Score: -25448506.000000 Penalty: 6316.787598
	Iteration 56Q: 3 clusters Score -2.544851e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270319 members 
Mstep: Class 2 contains 69259 members 
Entering Unmasked Estep 
Score: -25448582.000000 Penalty: 6316.787598
	Iteration 57Q: 3 clusters Score -2.544858e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270505 members 
Mstep: Class 2 contains 69073 members 
Entering Unmasked Estep 
Score: -25448602.000000 Penalty: 6316.787598
	Iteration 58Q: 3 clusters Score -2.54486e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270688 members 
Mstep: Class 2 contains 68890 members 
Entering Unmasked Estep 
Score: -25448618.000000 Penalty: 6316.787598
	Iteration 59Q: 3 clusters Score -2.544862e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270862 members 
Mstep: Class 2 contains 68716 members 
Entering Unmasked Estep 
Score: -25448582.000000 Penalty: 6316.787598
	Iteration 60F: 3 clusters Score -2.544858e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271014 members 
Mstep: Class 2 contains 68564 members 
Entering Unmasked Estep 
Score: -25448588.000000 Penalty: 6316.787598
	Iteration 61Q: 3 clusters Score -2.544859e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271160 members 
Mstep: Class 2 contains 68418 members 
Entering Unmasked Estep 
Score: -25448522.000000 Penalty: 6316.787598
	Iteration 62Q: 3 clusters Score -2.544852e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271299 members 
Mstep: Class 2 contains 68279 members 
Entering Unmasked Estep 
Score: -25448520.000000 Penalty: 6316.787598
	Iteration 63Q: 3 clusters Score -2.544852e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271425 members 
Mstep: Class 2 contains 68153 members 
Entering Unmasked Estep 
Score: -25448516.000000 Penalty: 6316.787598
	Iteration 64Q: 3 clusters Score -2.544852e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271562 members 
Mstep: Class 2 contains 68016 members 
Entering Unmasked Estep 
Score: -25448522.000000 Penalty: 6316.787598
	Iteration 65Q: 3 clusters Score -2.544852e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271684 members 
Mstep: Class 2 contains 67894 members 
Entering Unmasked Estep 
Score: -25448466.000000 Penalty: 6316.787598
	Iteration 66Q: 3 clusters Score -2.544847e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271797 members 
Mstep: Class 2 contains 67781 members 
Entering Unmasked Estep 
Score: -25448446.000000 Penalty: 6316.787598
	Iteration 67Q: 3 clusters Score -2.544845e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271886 members 
Mstep: Class 2 contains 67692 members 
Entering Unmasked Estep 
Score: -25448452.000000 Penalty: 6316.787598
	Iteration 68Q: 3 clusters Score -2.544845e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271977 members 
Mstep: Class 2 contains 67601 members 
Entering Unmasked Estep 
Score: -25448460.000000 Penalty: 6316.787598
	Iteration 69Q: 3 clusters Score -2.544846e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272078 members 
Mstep: Class 2 contains 67500 members 
Entering Unmasked Estep 
Score: -25448480.000000 Penalty: 6316.787598
	Iteration 70Q: 3 clusters Score -2.544848e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272187 members 
Mstep: Class 2 contains 67391 members 
Entering Unmasked Estep 
Score: -25448450.000000 Penalty: 6316.787598
	Iteration 71Q: 3 clusters Score -2.544845e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272300 members 
Mstep: Class 2 contains 67278 members 
Entering Unmasked Estep 
Score: -25448508.000000 Penalty: 6316.787598
	Iteration 72Q: 3 clusters Score -2.544851e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272410 members 
Mstep: Class 2 contains 67168 members 
Entering Unmasked Estep 
Score: -25448478.000000 Penalty: 6316.787598
	Iteration 73Q: 3 clusters Score -2.544848e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272524 members 
Mstep: Class 2 contains 67054 members 
Entering Unmasked Estep 
Score: -25448510.000000 Penalty: 6316.787598
	Iteration 74Q: 3 clusters Score -2.544851e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272630 members 
Mstep: Class 2 contains 66948 members 
Entering Unmasked Estep 
Score: -25448522.000000 Penalty: 6316.787598
	Iteration 75Q: 3 clusters Score -2.544852e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272741 members 
Mstep: Class 2 contains 66837 members 
Entering Unmasked Estep 
Score: -25448512.000000 Penalty: 6316.787598
	Iteration 76Q: 3 clusters Score -2.544851e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272845 members 
Mstep: Class 2 contains 66733 members 
Entering Unmasked Estep 
Score: -25448494.000000 Penalty: 6316.787598
	Iteration 77Q: 3 clusters Score -2.544849e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272949 members 
Mstep: Class 2 contains 66629 members 
Entering Unmasked Estep 
Score: -25448448.000000 Penalty: 6316.787598
	Iteration 78Q: 3 clusters Score -2.544845e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273039 members 
Mstep: Class 2 contains 66539 members 
Entering Unmasked Estep 
Score: -25448434.000000 Penalty: 6316.787598
	Iteration 79Q: 3 clusters Score -2.544843e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273126 members 
Mstep: Class 2 contains 66452 members 
Entering Unmasked Estep 
Score: -25448468.000000 Penalty: 6316.787598
	Iteration 80F: 3 clusters Score -2.544847e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273207 members 
Mstep: Class 2 contains 66371 members 
Entering Unmasked Estep 
Score: -25448484.000000 Penalty: 6316.787598
	Iteration 81Q: 3 clusters Score -2.544848e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273268 members 
Mstep: Class 2 contains 66310 members 
Entering Unmasked Estep 
Score: -25448486.000000 Penalty: 6316.787598
	Iteration 82Q: 3 clusters Score -2.544849e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273331 members 
Mstep: Class 2 contains 66247 members 
Entering Unmasked Estep 
Score: -25448468.000000 Penalty: 6316.787598
	Iteration 83Q: 3 clusters Score -2.544847e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273385 members 
Mstep: Class 2 contains 66193 members 
Entering Unmasked Estep 
Score: -25448492.000000 Penalty: 6316.787598
	Iteration 84Q: 3 clusters Score -2.544849e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273446 members 
Mstep: Class 2 contains 66132 members 
Entering Unmasked Estep 
Score: -25448514.000000 Penalty: 6316.787598
	Iteration 85Q: 3 clusters Score -2.544851e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273500 members 
Mstep: Class 2 contains 66078 members 
Entering Unmasked Estep 
Score: -25448488.000000 Penalty: 6316.787598
	Iteration 86Q: 3 clusters Score -2.544849e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273551 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -25448470.000000 Penalty: 6316.787598
	Iteration 87Q: 3 clusters Score -2.544847e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273598 members 
Mstep: Class 2 contains 65980 members 
Entering Unmasked Estep 
Score: -25448492.000000 Penalty: 6316.787598
	Iteration 88Q: 3 clusters Score -2.544849e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273643 members 
Mstep: Class 2 contains 65935 members 
Entering Unmasked Estep 
Score: -25448488.000000 Penalty: 6316.787598
	Iteration 89Q: 3 clusters Score -2.544849e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273692 members 
Mstep: Class 2 contains 65886 members 
Entering Unmasked Estep 
Score: -25448484.000000 Penalty: 6316.787598
	Iteration 90Q: 3 clusters Score -2.544848e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273743 members 
Mstep: Class 2 contains 65835 members 
Entering Unmasked Estep 
Score: -25448482.000000 Penalty: 6316.787598
	Iteration 91Q: 3 clusters Score -2.544848e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273789 members 
Mstep: Class 2 contains 65789 members 
Entering Unmasked Estep 
Score: -25448478.000000 Penalty: 6316.787598
	Iteration 92Q: 3 clusters Score -2.544848e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273829 members 
Mstep: Class 2 contains 65749 members 
Entering Unmasked Estep 
Score: -25448488.000000 Penalty: 6316.787598
	Iteration 93Q: 3 clusters Score -2.544849e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273860 members 
Mstep: Class 2 contains 65718 members 
Entering Unmasked Estep 
Score: -25448504.000000 Penalty: 6316.787598
	Iteration 94Q: 3 clusters Score -2.54485e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273890 members 
Mstep: Class 2 contains 65688 members 
Entering Unmasked Estep 
Score: -25448492.000000 Penalty: 6316.787598
	Iteration 95Q: 3 clusters Score -2.544849e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273917 members 
Mstep: Class 2 contains 65661 members 
Entering Unmasked Estep 
Score: -25448508.000000 Penalty: 6316.787598
	Iteration 96Q: 3 clusters Score -2.544851e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273939 members 
Mstep: Class 2 contains 65639 members 
Entering Unmasked Estep 
Score: -25448532.000000 Penalty: 6316.787598
	Iteration 97Q: 3 clusters Score -2.544853e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273961 members 
Mstep: Class 2 contains 65617 members 
Entering Unmasked Estep 
Score: -25448530.000000 Penalty: 6316.787598
	Iteration 98Q: 3 clusters Score -2.544853e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273984 members 
Mstep: Class 2 contains 65594 members 
Entering Unmasked Estep 
Score: -25448552.000000 Penalty: 6316.787598
	Iteration 99Q: 3 clusters Score -2.544855e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274018 members 
Mstep: Class 2 contains 65560 members 
Entering Unmasked Estep 
Score: -25448548.000000 Penalty: 6316.787598
	Iteration 100F: 3 clusters Score -2.544855e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274042 members 
Mstep: Class 2 contains 65536 members 
Entering Unmasked Estep 
Score: -25448566.000000 Penalty: 6316.787598
	Iteration 101Q: 3 clusters Score -2.544857e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274078 members 
Mstep: Class 2 contains 65500 members 
Entering Unmasked Estep 
Score: -25448562.000000 Penalty: 6316.787598
	Iteration 102Q: 3 clusters Score -2.544856e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274119 members 
Mstep: Class 2 contains 65459 members 
Entering Unmasked Estep 
Score: -25448578.000000 Penalty: 6316.787598
	Iteration 103Q: 3 clusters Score -2.544858e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274163 members 
Mstep: Class 2 contains 65415 members 
Entering Unmasked Estep 
Score: -25448546.000000 Penalty: 6316.787598
	Iteration 104Q: 3 clusters Score -2.544855e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274215 members 
Mstep: Class 2 contains 65363 members 
Entering Unmasked Estep 
Score: -25448524.000000 Penalty: 6316.787598
	Iteration 105Q: 3 clusters Score -2.544852e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274282 members 
Mstep: Class 2 contains 65296 members 
Entering Unmasked Estep 
Score: -25448506.000000 Penalty: 6316.787598
	Iteration 106Q: 3 clusters Score -2.544851e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274351 members 
Mstep: Class 2 contains 65227 members 
Entering Unmasked Estep 
Score: -25448482.000000 Penalty: 6316.787598
	Iteration 107Q: 3 clusters Score -2.544848e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274424 members 
Mstep: Class 2 contains 65154 members 
Entering Unmasked Estep 
Score: -25448524.000000 Penalty: 6316.787598
	Iteration 108Q: 3 clusters Score -2.544852e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274509 members 
Mstep: Class 2 contains 65069 members 
Entering Unmasked Estep 
Score: -25448550.000000 Penalty: 6316.787598
	Iteration 109Q: 3 clusters Score -2.544855e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274583 members 
Mstep: Class 2 contains 64995 members 
Entering Unmasked Estep 
Score: -25448554.000000 Penalty: 6316.787598
	Iteration 110Q: 3 clusters Score -2.544855e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274646 members 
Mstep: Class 2 contains 64932 members 
Entering Unmasked Estep 
Score: -25448566.000000 Penalty: 6316.787598
	Iteration 111Q: 3 clusters Score -2.544857e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274720 members 
Mstep: Class 2 contains 64858 members 
Entering Unmasked Estep 
Score: -25448556.000000 Penalty: 6316.787598
	Iteration 112Q: 3 clusters Score -2.544856e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274800 members 
Mstep: Class 2 contains 64778 members 
Entering Unmasked Estep 
Score: -25448552.000000 Penalty: 6316.787598
	Iteration 113Q: 3 clusters Score -2.544855e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274872 members 
Mstep: Class 2 contains 64706 members 
Entering Unmasked Estep 
Score: -25448552.000000 Penalty: 6316.787598
	Iteration 114Q: 3 clusters Score -2.544855e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274940 members 
Mstep: Class 2 contains 64638 members 
Entering Unmasked Estep 
Score: -25448588.000000 Penalty: 6316.787598
	Iteration 115Q: 3 clusters Score -2.544859e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275009 members 
Mstep: Class 2 contains 64569 members 
Entering Unmasked Estep 
Score: -25448622.000000 Penalty: 6316.787598
	Iteration 116Q: 3 clusters Score -2.544862e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275077 members 
Mstep: Class 2 contains 64501 members 
Entering Unmasked Estep 
Score: -25448612.000000 Penalty: 6316.787598
	Iteration 117Q: 3 clusters Score -2.544861e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275142 members 
Mstep: Class 2 contains 64436 members 
Entering Unmasked Estep 
Score: -25448626.000000 Penalty: 6316.787598
	Iteration 118Q: 3 clusters Score -2.544863e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275215 members 
Mstep: Class 2 contains 64363 members 
Entering Unmasked Estep 
Score: -25448620.000000 Penalty: 6316.787598
	Iteration 119Q: 3 clusters Score -2.544862e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275293 members 
Mstep: Class 2 contains 64285 members 
Entering Unmasked Estep 
Score: -25448602.000000 Penalty: 6316.787598
	Iteration 120F: 3 clusters Score -2.54486e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275373 members 
Mstep: Class 2 contains 64205 members 
Entering Unmasked Estep 
Score: -25448652.000000 Penalty: 6316.787598
	Iteration 121Q: 3 clusters Score -2.544865e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275468 members 
Mstep: Class 2 contains 64110 members 
Entering Unmasked Estep 
Score: -25448624.000000 Penalty: 6316.787598
	Iteration 122Q: 3 clusters Score -2.544862e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275556 members 
Mstep: Class 2 contains 64022 members 
Entering Unmasked Estep 
Score: -25448628.000000 Penalty: 6316.787598
	Iteration 123Q: 3 clusters Score -2.544863e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275643 members 
Mstep: Class 2 contains 63935 members 
Entering Unmasked Estep 
Score: -25448710.000000 Penalty: 6316.787598
	Iteration 124Q: 3 clusters Score -2.544871e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275731 members 
Mstep: Class 2 contains 63847 members 
Entering Unmasked Estep 
Score: -25448722.000000 Penalty: 6316.787598
	Iteration 125Q: 3 clusters Score -2.544872e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275810 members 
Mstep: Class 2 contains 63768 members 
Entering Unmasked Estep 
Score: -25448726.000000 Penalty: 6316.787598
	Iteration 126Q: 3 clusters Score -2.544873e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275877 members 
Mstep: Class 2 contains 63701 members 
Entering Unmasked Estep 
Score: -25448724.000000 Penalty: 6316.787598
	Iteration 127Q: 3 clusters Score -2.544872e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275944 members 
Mstep: Class 2 contains 63634 members 
Entering Unmasked Estep 
Score: -25448724.000000 Penalty: 6316.787598
	Iteration 128Q: 3 clusters Score -2.544872e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276017 members 
Mstep: Class 2 contains 63561 members 
Entering Unmasked Estep 
Score: -25448764.000000 Penalty: 6316.787598
	Iteration 129Q: 3 clusters Score -2.544876e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276084 members 
Mstep: Class 2 contains 63494 members 
Entering Unmasked Estep 
Score: -25448832.000000 Penalty: 6316.787598
	Iteration 130Q: 3 clusters Score -2.544883e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276161 members 
Mstep: Class 2 contains 63417 members 
Entering Unmasked Estep 
Score: -25448848.000000 Penalty: 6316.787598
	Iteration 131Q: 3 clusters Score -2.544885e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276244 members 
Mstep: Class 2 contains 63334 members 
Entering Unmasked Estep 
Score: -25448782.000000 Penalty: 6316.787598
	Iteration 132Q: 3 clusters Score -2.544878e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276309 members 
Mstep: Class 2 contains 63269 members 
Entering Unmasked Estep 
Score: -25448808.000000 Penalty: 6316.787598
	Iteration 133Q: 3 clusters Score -2.544881e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276367 members 
Mstep: Class 2 contains 63211 members 
Entering Unmasked Estep 
Score: -25448766.000000 Penalty: 6316.787598
	Iteration 134Q: 3 clusters Score -2.544877e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276429 members 
Mstep: Class 2 contains 63149 members 
Entering Unmasked Estep 
Score: -25448778.000000 Penalty: 6316.787598
	Iteration 135Q: 3 clusters Score -2.544878e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276496 members 
Mstep: Class 2 contains 63082 members 
Entering Unmasked Estep 
Score: -25448816.000000 Penalty: 6316.787598
	Iteration 136Q: 3 clusters Score -2.544882e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276548 members 
Mstep: Class 2 contains 63030 members 
Entering Unmasked Estep 
Score: -25448824.000000 Penalty: 6316.787598
	Iteration 137Q: 3 clusters Score -2.544882e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276605 members 
Mstep: Class 2 contains 62973 members 
Entering Unmasked Estep 
Score: -25448818.000000 Penalty: 6316.787598
	Iteration 138Q: 3 clusters Score -2.544882e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276679 members 
Mstep: Class 2 contains 62899 members 
Entering Unmasked Estep 
Score: -25448834.000000 Penalty: 6316.787598
	Iteration 139Q: 3 clusters Score -2.544883e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276745 members 
Mstep: Class 2 contains 62833 members 
Entering Unmasked Estep 
Score: -25448812.000000 Penalty: 6316.787598
	Iteration 140F: 3 clusters Score -2.544881e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276821 members 
Mstep: Class 2 contains 62757 members 
Entering Unmasked Estep 
Score: -25448808.000000 Penalty: 6316.787598
	Iteration 141Q: 3 clusters Score -2.544881e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276883 members 
Mstep: Class 2 contains 62695 members 
Entering Unmasked Estep 
Score: -25448802.000000 Penalty: 6316.787598
	Iteration 142Q: 3 clusters Score -2.54488e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276938 members 
Mstep: Class 2 contains 62640 members 
Entering Unmasked Estep 
Score: -25448822.000000 Penalty: 6316.787598
	Iteration 143Q: 3 clusters Score -2.544882e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276994 members 
Mstep: Class 2 contains 62584 members 
Entering Unmasked Estep 
Score: -25448788.000000 Penalty: 6316.787598
	Iteration 144Q: 3 clusters Score -2.544879e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277051 members 
Mstep: Class 2 contains 62527 members 
Entering Unmasked Estep 
Score: -25448788.000000 Penalty: 6316.787598
	Iteration 145Q: 3 clusters Score -2.544879e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277107 members 
Mstep: Class 2 contains 62471 members 
Entering Unmasked Estep 
Score: -25448774.000000 Penalty: 6316.787598
	Iteration 146Q: 3 clusters Score -2.544877e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277175 members 
Mstep: Class 2 contains 62403 members 
Entering Unmasked Estep 
Score: -25448788.000000 Penalty: 6316.787598
	Iteration 147Q: 3 clusters Score -2.544879e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277250 members 
Mstep: Class 2 contains 62328 members 
Entering Unmasked Estep 
Score: -25448766.000000 Penalty: 6316.787598
	Iteration 148Q: 3 clusters Score -2.544877e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277350 members 
Mstep: Class 2 contains 62228 members 
Entering Unmasked Estep 
Score: -25448786.000000 Penalty: 6316.787598
	Iteration 149Q: 3 clusters Score -2.544879e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277468 members 
Mstep: Class 2 contains 62110 members 
Entering Unmasked Estep 
Score: -25448778.000000 Penalty: 6316.787598
	Iteration 150Q: 3 clusters Score -2.544878e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277589 members 
Mstep: Class 2 contains 61989 members 
Entering Unmasked Estep 
Score: -25448806.000000 Penalty: 6316.787598
	Iteration 151Q: 3 clusters Score -2.544881e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277707 members 
Mstep: Class 2 contains 61871 members 
Entering Unmasked Estep 
Score: -25448788.000000 Penalty: 6316.787598
	Iteration 152Q: 3 clusters Score -2.544879e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277820 members 
Mstep: Class 2 contains 61758 members 
Entering Unmasked Estep 
Score: -25448800.000000 Penalty: 6316.787598
	Iteration 153Q: 3 clusters Score -2.54488e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277949 members 
Mstep: Class 2 contains 61629 members 
Entering Unmasked Estep 
Score: -25448772.000000 Penalty: 6316.787598
	Iteration 154Q: 3 clusters Score -2.544877e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278072 members 
Mstep: Class 2 contains 61506 members 
Entering Unmasked Estep 
Score: -25448768.000000 Penalty: 6316.787598
	Iteration 155Q: 3 clusters Score -2.544877e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278194 members 
Mstep: Class 2 contains 61384 members 
Entering Unmasked Estep 
Score: -25448800.000000 Penalty: 6316.787598
	Iteration 156Q: 3 clusters Score -2.54488e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278314 members 
Mstep: Class 2 contains 61264 members 
Entering Unmasked Estep 
Score: -25448786.000000 Penalty: 6316.787598
	Iteration 157Q: 3 clusters Score -2.544879e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278432 members 
Mstep: Class 2 contains 61146 members 
Entering Unmasked Estep 
Score: -25448844.000000 Penalty: 6316.787598
	Iteration 158Q: 3 clusters Score -2.544884e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278545 members 
Mstep: Class 2 contains 61033 members 
Entering Unmasked Estep 
Score: -25448852.000000 Penalty: 6316.787598
	Iteration 159Q: 3 clusters Score -2.544885e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278657 members 
Mstep: Class 2 contains 60921 members 
Entering Unmasked Estep 
Score: -25448880.000000 Penalty: 6316.787598
	Iteration 160F: 3 clusters Score -2.544888e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278764 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
Score: -25448890.000000 Penalty: 6316.787598
	Iteration 161Q: 3 clusters Score -2.544889e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278882 members 
Mstep: Class 2 contains 60696 members 
Entering Unmasked Estep 
Score: -25448860.000000 Penalty: 6316.787598
	Iteration 162Q: 3 clusters Score -2.544886e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279006 members 
Mstep: Class 2 contains 60572 members 
Entering Unmasked Estep 
Score: -25448870.000000 Penalty: 6316.787598
	Iteration 163Q: 3 clusters Score -2.544887e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279122 members 
Mstep: Class 2 contains 60456 members 
Entering Unmasked Estep 
Score: -25448824.000000 Penalty: 6316.787598
	Iteration 164Q: 3 clusters Score -2.544882e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279246 members 
Mstep: Class 2 contains 60332 members 
Entering Unmasked Estep 
Score: -25448816.000000 Penalty: 6316.787598
	Iteration 165Q: 3 clusters Score -2.544882e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279410 members 
Mstep: Class 2 contains 60168 members 
Entering Unmasked Estep 
Score: -25448800.000000 Penalty: 6316.787598
	Iteration 166Q: 3 clusters Score -2.54488e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279552 members 
Mstep: Class 2 contains 60026 members 
Entering Unmasked Estep 
Score: -25448812.000000 Penalty: 6316.787598
	Iteration 167Q: 3 clusters Score -2.544881e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279716 members 
Mstep: Class 2 contains 59862 members 
Entering Unmasked Estep 
Score: -25448814.000000 Penalty: 6316.787598
	Iteration 168Q: 3 clusters Score -2.544881e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279900 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -25448738.000000 Penalty: 6316.787598
	Iteration 169Q: 3 clusters Score -2.544874e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280091 members 
Mstep: Class 2 contains 59487 members 
Entering Unmasked Estep 
Score: -25448764.000000 Penalty: 6316.787598
	Iteration 170Q: 3 clusters Score -2.544876e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280269 members 
Mstep: Class 2 contains 59309 members 
Entering Unmasked Estep 
Score: -25448750.000000 Penalty: 6316.787598
	Iteration 171Q: 3 clusters Score -2.544875e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280447 members 
Mstep: Class 2 contains 59131 members 
Entering Unmasked Estep 
Score: -25448732.000000 Penalty: 6316.787598
	Iteration 172Q: 3 clusters Score -2.544873e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280649 members 
Mstep: Class 2 contains 58929 members 
Entering Unmasked Estep 
Score: -25448752.000000 Penalty: 6316.787598
	Iteration 173Q: 3 clusters Score -2.544875e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280862 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -25448778.000000 Penalty: 6316.787598
	Iteration 174Q: 3 clusters Score -2.544878e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281069 members 
Mstep: Class 2 contains 58509 members 
Entering Unmasked Estep 
Score: -25448688.000000 Penalty: 6316.787598
	Iteration 175Q: 3 clusters Score -2.544869e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281279 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -25448772.000000 Penalty: 6316.787598
	Iteration 176Q: 3 clusters Score -2.544877e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281490 members 
Mstep: Class 2 contains 58088 members 
Entering Unmasked Estep 
Score: -25448734.000000 Penalty: 6316.787598
	Iteration 177Q: 3 clusters Score -2.544873e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281699 members 
Mstep: Class 2 contains 57879 members 
Entering Unmasked Estep 
Score: -25448744.000000 Penalty: 6316.787598
	Iteration 178Q: 3 clusters Score -2.544874e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281904 members 
Mstep: Class 2 contains 57674 members 
Entering Unmasked Estep 
Score: -25448728.000000 Penalty: 6316.787598
	Iteration 179Q: 3 clusters Score -2.544873e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282110 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -25448702.000000 Penalty: 6316.787598
	Iteration 180F: 3 clusters Score -2.54487e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282302 members 
Mstep: Class 2 contains 57276 members 
Entering Unmasked Estep 
Score: -25448722.000000 Penalty: 6316.787598
	Iteration 181Q: 3 clusters Score -2.544872e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282488 members 
Mstep: Class 2 contains 57090 members 
Entering Unmasked Estep 
Score: -25448748.000000 Penalty: 6316.787598
	Iteration 182Q: 3 clusters Score -2.544875e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282673 members 
Mstep: Class 2 contains 56905 members 
Entering Unmasked Estep 
Score: -25448742.000000 Penalty: 6316.787598
	Iteration 183Q: 3 clusters Score -2.544874e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282876 members 
Mstep: Class 2 contains 56702 members 
Entering Unmasked Estep 
Score: -25448750.000000 Penalty: 6316.787598
	Iteration 184Q: 3 clusters Score -2.544875e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283068 members 
Mstep: Class 2 contains 56510 members 
Entering Unmasked Estep 
Score: -25448786.000000 Penalty: 6316.787598
	Iteration 185Q: 3 clusters Score -2.544879e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283262 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -25448788.000000 Penalty: 6316.787598
	Iteration 186Q: 3 clusters Score -2.544879e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283474 members 
Mstep: Class 2 contains 56104 members 
Entering Unmasked Estep 
Score: -25448784.000000 Penalty: 6316.787598
	Iteration 187Q: 3 clusters Score -2.544878e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283698 members 
Mstep: Class 2 contains 55880 members 
Entering Unmasked Estep 
Score: -25448726.000000 Penalty: 6316.787598
	Iteration 188Q: 3 clusters Score -2.544873e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283903 members 
Mstep: Class 2 contains 55675 members 
Entering Unmasked Estep 
Score: -25448756.000000 Penalty: 6316.787598
	Iteration 189Q: 3 clusters Score -2.544876e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284120 members 
Mstep: Class 2 contains 55458 members 
Entering Unmasked Estep 
Score: -25448732.000000 Penalty: 6316.787598
	Iteration 190Q: 3 clusters Score -2.544873e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284349 members 
Mstep: Class 2 contains 55229 members 
Entering Unmasked Estep 
Score: -25448702.000000 Penalty: 6316.787598
	Iteration 191Q: 3 clusters Score -2.54487e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284542 members 
Mstep: Class 2 contains 55036 members 
Entering Unmasked Estep 
Score: -25448752.000000 Penalty: 6316.787598
	Iteration 192Q: 3 clusters Score -2.544875e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284744 members 
Mstep: Class 2 contains 54834 members 
Entering Unmasked Estep 
Score: -25448746.000000 Penalty: 6316.787598
	Iteration 193Q: 3 clusters Score -2.544875e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284962 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -25448780.000000 Penalty: 6316.787598
	Iteration 194Q: 3 clusters Score -2.544878e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285196 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -25448740.000000 Penalty: 6316.787598
	Iteration 195Q: 3 clusters Score -2.544874e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285455 members 
Mstep: Class 2 contains 54123 members 
Entering Unmasked Estep 
Score: -25448802.000000 Penalty: 6316.787598
	Iteration 196Q: 3 clusters Score -2.54488e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285777 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -25448776.000000 Penalty: 6316.787598
	Iteration 197Q: 3 clusters Score -2.544878e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286079 members 
Mstep: Class 2 contains 53499 members 
Entering Unmasked Estep 
Score: -25448728.000000 Penalty: 6316.787598
	Iteration 198Q: 3 clusters Score -2.544873e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286377 members 
Mstep: Class 2 contains 53201 members 
Entering Unmasked Estep 
Score: -25448750.000000 Penalty: 6316.787598
	Iteration 199Q: 3 clusters Score -2.544875e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286670 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -25448784.000000 Penalty: 6316.787598
	Iteration 200F: 3 clusters Score -2.544878e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286948 members 
Mstep: Class 2 contains 52630 members 
Entering Unmasked Estep 
Score: -25448770.000000 Penalty: 6316.787598
	Iteration 201Q: 3 clusters Score -2.544877e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287250 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
Score: -25448756.000000 Penalty: 6316.787598
	Iteration 202Q: 3 clusters Score -2.544876e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287581 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -25448736.000000 Penalty: 6316.787598
	Iteration 203Q: 3 clusters Score -2.544874e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287913 members 
Mstep: Class 2 contains 51665 members 
Entering Unmasked Estep 
Score: -25448764.000000 Penalty: 6316.787598
	Iteration 204Q: 3 clusters Score -2.544876e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288331 members 
Mstep: Class 2 contains 51247 members 
Entering Unmasked Estep 
Score: -25448794.000000 Penalty: 6316.787598
	Iteration 205Q: 3 clusters Score -2.544879e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288784 members 
Mstep: Class 2 contains 50794 members 
Entering Unmasked Estep 
Score: -25448830.000000 Penalty: 6316.787598
	Iteration 206Q: 3 clusters Score -2.544883e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289226 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -25448886.000000 Penalty: 6316.787598
	Iteration 207Q: 3 clusters Score -2.544889e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289733 members 
Mstep: Class 2 contains 49845 members 
Entering Unmasked Estep 
Score: -25448872.000000 Penalty: 6316.787598
	Iteration 208Q: 3 clusters Score -2.544887e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290198 members 
Mstep: Class 2 contains 49380 members 
Entering Unmasked Estep 
Score: -25448922.000000 Penalty: 6316.787598
	Iteration 209Q: 3 clusters Score -2.544892e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290671 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -25448974.000000 Penalty: 6316.787598
	Iteration 210Q: 3 clusters Score -2.544897e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291166 members 
Mstep: Class 2 contains 48412 members 
Entering Unmasked Estep 
Score: -25449044.000000 Penalty: 6316.787598
	Iteration 211Q: 3 clusters Score -2.544904e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291673 members 
Mstep: Class 2 contains 47905 members 
Entering Unmasked Estep 
Score: -25449088.000000 Penalty: 6316.787598
	Iteration 212Q: 3 clusters Score -2.544909e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292159 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -25449156.000000 Penalty: 6316.787598
	Iteration 213Q: 3 clusters Score -2.544916e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292682 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -25449220.000000 Penalty: 6316.787598
	Iteration 214Q: 3 clusters Score -2.544922e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293231 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -25449216.000000 Penalty: 6316.787598
	Iteration 215Q: 3 clusters Score -2.544922e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293785 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -25449324.000000 Penalty: 6316.787598
	Iteration 216Q: 3 clusters Score -2.544932e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294350 members 
Mstep: Class 2 contains 45228 members 
Entering Unmasked Estep 
Score: -25449380.000000 Penalty: 6316.787598
	Iteration 217Q: 3 clusters Score -2.544938e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294942 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -25449418.000000 Penalty: 6316.787598
	Iteration 218Q: 3 clusters Score -2.544942e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295548 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -25449384.000000 Penalty: 6316.787598
	Iteration 219Q: 3 clusters Score -2.544938e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296177 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -25449466.000000 Penalty: 6316.787598
	Iteration 220F: 3 clusters Score -2.544947e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296789 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -25449540.000000 Penalty: 6316.787598
	Iteration 221Q: 3 clusters Score -2.544954e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297383 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -25449592.000000 Penalty: 6316.787598
	Iteration 222Q: 3 clusters Score -2.544959e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297914 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -25449650.000000 Penalty: 6316.787598
	Iteration 223Q: 3 clusters Score -2.544965e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298448 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -25449696.000000 Penalty: 6316.787598
	Iteration 224Q: 3 clusters Score -2.54497e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298969 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -25449712.000000 Penalty: 6316.787598
	Iteration 225Q: 3 clusters Score -2.544971e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299497 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -25449734.000000 Penalty: 6316.787598
	Iteration 226Q: 3 clusters Score -2.544973e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299999 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -25449814.000000 Penalty: 6316.787598
	Iteration 227Q: 3 clusters Score -2.544981e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300504 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -25449888.000000 Penalty: 6316.787598
	Iteration 228Q: 3 clusters Score -2.544989e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301041 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -25449884.000000 Penalty: 6316.787598
	Iteration 229Q: 3 clusters Score -2.544988e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301551 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -25449960.000000 Penalty: 6316.787598
	Iteration 230Q: 3 clusters Score -2.544996e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302061 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -25449962.000000 Penalty: 6316.787598
	Iteration 231Q: 3 clusters Score -2.544996e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302557 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -25449892.000000 Penalty: 6316.787598
	Iteration 232Q: 3 clusters Score -2.544989e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303042 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -25449972.000000 Penalty: 6316.787598
	Iteration 233Q: 3 clusters Score -2.544997e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303513 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -25449926.000000 Penalty: 6316.787598
	Iteration 234Q: 3 clusters Score -2.544993e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303967 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -25449900.000000 Penalty: 6316.787598
	Iteration 235Q: 3 clusters Score -2.54499e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304386 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -25449958.000000 Penalty: 6316.787598
	Iteration 236Q: 3 clusters Score -2.544996e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304796 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -25450036.000000 Penalty: 6316.787598
	Iteration 237Q: 3 clusters Score -2.545004e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305173 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -25450110.000000 Penalty: 6316.787598
	Iteration 238Q: 3 clusters Score -2.545011e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305542 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -25450110.000000 Penalty: 6316.787598
	Iteration 239Q: 3 clusters Score -2.545011e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305915 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -25450192.000000 Penalty: 6316.787598
	Iteration 240F: 3 clusters Score -2.545019e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306296 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -25450234.000000 Penalty: 6316.787598
	Iteration 241Q: 3 clusters Score -2.545023e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306664 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -25450240.000000 Penalty: 6316.787598
	Iteration 242Q: 3 clusters Score -2.545024e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307017 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -25450200.000000 Penalty: 6316.787598
	Iteration 243Q: 3 clusters Score -2.54502e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307395 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -25450288.000000 Penalty: 6316.787598
	Iteration 244Q: 3 clusters Score -2.545029e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307739 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -25450366.000000 Penalty: 6316.787598
	Iteration 245Q: 3 clusters Score -2.545037e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308055 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -25450332.000000 Penalty: 6316.787598
	Iteration 246Q: 3 clusters Score -2.545033e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308346 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -25450306.000000 Penalty: 6316.787598
	Iteration 247Q: 3 clusters Score -2.545031e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308633 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -25450302.000000 Penalty: 6316.787598
	Iteration 248Q: 3 clusters Score -2.54503e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308910 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -25450360.000000 Penalty: 6316.787598
	Iteration 249Q: 3 clusters Score -2.545036e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309169 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -25450340.000000 Penalty: 6316.787598
	Iteration 250Q: 3 clusters Score -2.545034e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309384 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -25450302.000000 Penalty: 6316.787598
	Iteration 251Q: 3 clusters Score -2.54503e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309576 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -25450360.000000 Penalty: 6316.787598
	Iteration 252Q: 3 clusters Score -2.545036e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309752 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -25450394.000000 Penalty: 6316.787598
	Iteration 253Q: 3 clusters Score -2.545039e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309902 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -25450356.000000 Penalty: 6316.787598
	Iteration 254Q: 3 clusters Score -2.545036e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310062 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -25450378.000000 Penalty: 6316.787598
	Iteration 255Q: 3 clusters Score -2.545038e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310219 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -25450366.000000 Penalty: 6316.787598
	Iteration 256Q: 3 clusters Score -2.545037e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310370 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -25450452.000000 Penalty: 6316.787598
	Iteration 257Q: 3 clusters Score -2.545045e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310494 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -25450464.000000 Penalty: 6316.787598
	Iteration 258Q: 3 clusters Score -2.545046e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310594 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -25450500.000000 Penalty: 6316.787598
	Iteration 259Q: 3 clusters Score -2.54505e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310687 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -25450482.000000 Penalty: 6316.787598
	Iteration 260F: 3 clusters Score -2.545048e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310762 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -25450452.000000 Penalty: 6316.787598
	Iteration 261Q: 3 clusters Score -2.545045e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310850 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -25450472.000000 Penalty: 6316.787598
	Iteration 262Q: 3 clusters Score -2.545047e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310934 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -25450456.000000 Penalty: 6316.787598
	Iteration 263Q: 3 clusters Score -2.545046e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311020 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -25450466.000000 Penalty: 6316.787598
	Iteration 264Q: 3 clusters Score -2.545047e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311108 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -25450432.000000 Penalty: 6316.787598
	Iteration 265Q: 3 clusters Score -2.545043e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311189 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -25450430.000000 Penalty: 6316.787598
	Iteration 266Q: 3 clusters Score -2.545043e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311278 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -25450406.000000 Penalty: 6316.787598
	Iteration 267Q: 3 clusters Score -2.545041e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311357 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -25450418.000000 Penalty: 6316.787598
	Iteration 268Q: 3 clusters Score -2.545042e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311422 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -25450396.000000 Penalty: 6316.787598
	Iteration 269Q: 3 clusters Score -2.54504e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311487 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -25450372.000000 Penalty: 6316.787598
	Iteration 270Q: 3 clusters Score -2.545037e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311548 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -25450400.000000 Penalty: 6316.787598
	Iteration 271Q: 3 clusters Score -2.54504e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311601 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -25450378.000000 Penalty: 6316.787598
	Iteration 272Q: 3 clusters Score -2.545038e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311660 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -25450378.000000 Penalty: 6316.787598
	Iteration 273Q: 3 clusters Score -2.545038e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311719 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -25450354.000000 Penalty: 6316.787598
	Iteration 274Q: 3 clusters Score -2.545035e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311787 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -25450346.000000 Penalty: 6316.787598
	Iteration 275Q: 3 clusters Score -2.545035e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311858 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -25450358.000000 Penalty: 6316.787598
	Iteration 276Q: 3 clusters Score -2.545036e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311923 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -25450340.000000 Penalty: 6316.787598
	Iteration 277Q: 3 clusters Score -2.545034e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311968 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -25450316.000000 Penalty: 6316.787598
	Iteration 278Q: 3 clusters Score -2.545032e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312013 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -25450292.000000 Penalty: 6316.787598
	Iteration 279Q: 3 clusters Score -2.545029e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312060 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -25450278.000000 Penalty: 6316.787598
	Iteration 280F: 3 clusters Score -2.545028e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312096 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -25450288.000000 Penalty: 6316.787598
	Iteration 281Q: 3 clusters Score -2.545029e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312145 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -25450258.000000 Penalty: 6316.787598
	Iteration 282Q: 3 clusters Score -2.545026e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312193 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -25450292.000000 Penalty: 6316.787598
	Iteration 283Q: 3 clusters Score -2.545029e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312226 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -25450286.000000 Penalty: 6316.787598
	Iteration 284Q: 3 clusters Score -2.545029e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312260 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -25450290.000000 Penalty: 6316.787598
	Iteration 285Q: 3 clusters Score -2.545029e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312288 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -25450308.000000 Penalty: 6316.787598
	Iteration 286Q: 3 clusters Score -2.545031e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312316 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -25450314.000000 Penalty: 6316.787598
	Iteration 287Q: 3 clusters Score -2.545031e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312344 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -25450308.000000 Penalty: 6316.787598
	Iteration 288Q: 3 clusters Score -2.545031e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312358 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -25450286.000000 Penalty: 6316.787598
	Iteration 289Q: 3 clusters Score -2.545029e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312375 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -25450288.000000 Penalty: 6316.787598
	Iteration 290Q: 3 clusters Score -2.545029e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312389 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -25450320.000000 Penalty: 6316.787598
	Iteration 291Q: 3 clusters Score -2.545032e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312412 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -25450296.000000 Penalty: 6316.787598
	Iteration 292Q: 3 clusters Score -2.54503e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312432 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -25450292.000000 Penalty: 6316.787598
	Iteration 293Q: 3 clusters Score -2.545029e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312454 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -25450300.000000 Penalty: 6316.787598
	Iteration 294Q: 3 clusters Score -2.54503e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312477 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -25450284.000000 Penalty: 6316.787598
	Iteration 295Q: 3 clusters Score -2.545028e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312497 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -25450284.000000 Penalty: 6316.787598
	Iteration 296Q: 3 clusters Score -2.545028e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312515 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -25450302.000000 Penalty: 6316.787598
	Iteration 297Q: 3 clusters Score -2.54503e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312539 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -25450308.000000 Penalty: 6316.787598
	Iteration 298Q: 3 clusters Score -2.545031e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312557 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -25450316.000000 Penalty: 6316.787598
	Iteration 299Q: 3 clusters Score -2.545032e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312575 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -25450288.000000 Penalty: 6316.787598
	Iteration 300F: 3 clusters Score -2.545029e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312593 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -25450292.000000 Penalty: 6316.787598
	Iteration 301Q: 3 clusters Score -2.545029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312606 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -25450294.000000 Penalty: 6316.787598
	Iteration 302Q: 3 clusters Score -2.545029e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312624 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -25450304.000000 Penalty: 6316.787598
	Iteration 303Q: 3 clusters Score -2.54503e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312635 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -25450290.000000 Penalty: 6316.787598
	Iteration 304Q: 3 clusters Score -2.545029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312644 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -25450294.000000 Penalty: 6316.787598
	Iteration 305Q: 3 clusters Score -2.545029e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312657 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -25450300.000000 Penalty: 6316.787598
	Iteration 306Q: 3 clusters Score -2.54503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312666 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -25450294.000000 Penalty: 6316.787598
	Iteration 307Q: 3 clusters Score -2.545029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312678 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -25450296.000000 Penalty: 6316.787598
	Iteration 308Q: 3 clusters Score -2.54503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312686 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -25450308.000000 Penalty: 6316.787598
	Iteration 309Q: 3 clusters Score -2.545031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312695 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -25450310.000000 Penalty: 6316.787598
	Iteration 310Q: 3 clusters Score -2.545031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312696 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -25450296.000000 Penalty: 6316.787598
	Iteration 311Q: 3 clusters Score -2.54503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312699 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -25450298.000000 Penalty: 6316.787598
	Iteration 312Q: 3 clusters Score -2.54503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312701 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -25450306.000000 Penalty: 6316.787598
	Iteration 313Q: 3 clusters Score -2.545031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312703 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -25450300.000000 Penalty: 6316.787598
	Iteration 314Q: 3 clusters Score -2.54503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312705 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -25450298.000000 Penalty: 6316.787598
	Iteration 315Q: 3 clusters Score -2.54503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312704 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -25450300.000000 Penalty: 6316.787598
	Iteration 316Q: 3 clusters Score -2.54503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312704 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -25450300.000000 Penalty: 6316.787598
	Iteration 317F: 3 clusters Score -2.54503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 82103 members 
Mstep: Class 3 contains 232928 members 
Mstep: Class 4 contains 2820 members 
Mstep: Class 5 contains 2573 members 
Mstep: Class 6 contains 4980 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 36617 members 
Mstep: Class 9 contains 312704 members 
Mstep: Class 10 contains 5898 members 
Mstep: Class 11 contains 13602 members 
Mstep: Class 12 contains 53897 members 
Mstep: Class 13 contains 35115 members 
Mstep: Class 14 contains 12792 members 
Mstep: Class 15 contains 3884 members 
Mstep: Class 16 contains 2898 members 
Mstep: Class 17 contains 7468 members 
Mstep: Class 18 contains 207699 members 
Mstep: Class 19 contains 13019 members 
Mstep: Class 20 contains 6592 members 
Mstep: Class 21 contains 42021 members 
Mstep: Class 22 contains 10889 members 
Mstep: Class 23 contains 14821 members 
Mstep: Class 24 contains 55441 members 
Mstep: Class 25 contains 7919 members 
Mstep: Class 26 contains 17613 members 
Mstep: Class 27 contains 5086 members 
Mstep: Class 28 contains 3956 members 
Mstep: Class 29 contains 27640 members 
Mstep: Class 30 contains 15720 members 
Mstep: Class 31 contains 3533 members 
Mstep: Class 32 contains 2876 members 
Mstep: Class 33 contains 12040 members 
Mstep: Class 34 contains 6770 members 
Mstep: Class 35 contains 114562 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 26874 members 
Entering Unmasked Estep 
Score: -102257800.000000 Penalty: 129962.984375
Splitting cluster 9 changes total score from -102250936.000000 to -102257800.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 10 (5898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Entering Unmasked Estep 
Score: -453403.843750 Penalty: 2153.227295
	Iteration 0F: 2 clusters Score -453403.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -448357.000000 Penalty: 4306.454590
	Iteration 0F: 3 clusters Score -448357 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -449595.468750 Penalty: 4306.454590
	Iteration 1F: 3 clusters Score -449595.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -449809.375000 Penalty: 4306.454590
	Iteration 2F: 3 clusters Score -449809.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -449959.312500 Penalty: 4306.454590
	Iteration 3Q: 3 clusters Score -449959.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -450049.750000 Penalty: 4306.454590
	Iteration 4Q: 3 clusters Score -450049.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -450117.406250 Penalty: 4306.454590
	Iteration 5Q: 3 clusters Score -450117.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -450177.406250 Penalty: 4306.454590
	Iteration 6Q: 3 clusters Score -450177.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -450238.437500 Penalty: 4306.454590
	Iteration 7Q: 3 clusters Score -450238.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -450296.562500 Penalty: 4306.454590
	Iteration 8Q: 3 clusters Score -450296.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -450351.156250 Penalty: 4306.454590
	Iteration 9Q: 3 clusters Score -450351.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -450408.906250 Penalty: 4306.454590
	Iteration 10Q: 3 clusters Score -450408.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -450455.093750 Penalty: 4306.454590
	Iteration 11Q: 3 clusters Score -450455.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -450504.281250 Penalty: 4306.454590
	Iteration 12Q: 3 clusters Score -450504.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -450552.250000 Penalty: 4306.454590
	Iteration 13Q: 3 clusters Score -450552.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -450605.156250 Penalty: 4306.454590
	Iteration 14Q: 3 clusters Score -450605.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -450665.406250 Penalty: 4306.454590
	Iteration 15Q: 3 clusters Score -450665.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -450737.187500 Penalty: 4306.454590
	Iteration 16Q: 3 clusters Score -450737.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -450808.906250 Penalty: 4306.454590
	Iteration 17Q: 3 clusters Score -450808.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -450890.156250 Penalty: 4306.454590
	Iteration 18Q: 3 clusters Score -450890.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -450962.093750 Penalty: 4306.454590
	Iteration 19Q: 3 clusters Score -450962.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -451030.125000 Penalty: 4306.454590
	Iteration 20F: 3 clusters Score -451030.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -451098.312500 Penalty: 4306.454590
	Iteration 21Q: 3 clusters Score -451098.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -451151.468750 Penalty: 4306.454590
	Iteration 22Q: 3 clusters Score -451151.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -451204.250000 Penalty: 4306.454590
	Iteration 23Q: 3 clusters Score -451204.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -451243.500000 Penalty: 4306.454590
	Iteration 24Q: 3 clusters Score -451243.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -451286.500000 Penalty: 4306.454590
	Iteration 25Q: 3 clusters Score -451286.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -451322.843750 Penalty: 4306.454590
	Iteration 26Q: 3 clusters Score -451322.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -451354.437500 Penalty: 4306.454590
	Iteration 27Q: 3 clusters Score -451354.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -451382.625000 Penalty: 4306.454590
	Iteration 28Q: 3 clusters Score -451382.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -451419.312500 Penalty: 4306.454590
	Iteration 29Q: 3 clusters Score -451419.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -451440.312500 Penalty: 4306.454590
	Iteration 30Q: 3 clusters Score -451440.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -451455.125000 Penalty: 4306.454590
	Iteration 31Q: 3 clusters Score -451455.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -451466.531250 Penalty: 4306.454590
	Iteration 32Q: 3 clusters Score -451466.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -451477.562500 Penalty: 4306.454590
	Iteration 33Q: 3 clusters Score -451477.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -451484.062500 Penalty: 4306.454590
	Iteration 34Q: 3 clusters Score -451484.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -451492.843750 Penalty: 4306.454590
	Iteration 35Q: 3 clusters Score -451492.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -451501.125000 Penalty: 4306.454590
	Iteration 36Q: 3 clusters Score -451501.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -451506.968750 Penalty: 4306.454590
	Iteration 37Q: 3 clusters Score -451507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -451513.000000 Penalty: 4306.454590
	Iteration 38Q: 3 clusters Score -451513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -451518.187500 Penalty: 4306.454590
	Iteration 39Q: 3 clusters Score -451518.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -451522.750000 Penalty: 4306.454590
	Iteration 40F: 3 clusters Score -451522.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -451527.093750 Penalty: 4306.454590
	Iteration 41Q: 3 clusters Score -451527.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -451533.250000 Penalty: 4306.454590
	Iteration 42Q: 3 clusters Score -451533.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -451537.656250 Penalty: 4306.454590
	Iteration 43Q: 3 clusters Score -451537.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -451540.500000 Penalty: 4306.454590
	Iteration 44Q: 3 clusters Score -451540.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -451545.781250 Penalty: 4306.454590
	Iteration 45Q: 3 clusters Score -451545.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -451550.531250 Penalty: 4306.454590
	Iteration 46Q: 3 clusters Score -451550.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -451551.093750 Penalty: 4306.454590
	Iteration 47Q: 3 clusters Score -451551.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -451553.718750 Penalty: 4306.454590
	Iteration 48Q: 3 clusters Score -451553.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -451555.812500 Penalty: 4306.454590
	Iteration 49Q: 3 clusters Score -451555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -451557.843750 Penalty: 4306.454590
	Iteration 50Q: 3 clusters Score -451557.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -451557.843750 Penalty: 4306.454590
	Iteration 51F: 3 clusters Score -451557.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -1043612.375000 Penalty: 2360.457031
	Iteration 0F: 2 clusters Score -1043612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1033661.625000 Penalty: 4720.914062
	Iteration 0F: 3 clusters Score -1033662 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1036775.250000 Penalty: 4720.914062
	Iteration 1F: 3 clusters Score -1036775 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1037229.500000 Penalty: 4720.914062
	Iteration 2F: 3 clusters Score -1037230 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1037672.625000 Penalty: 4720.914062
	Iteration 3F: 3 clusters Score -1037673 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1038201.187500 Penalty: 4720.914062
	Iteration 4F: 3 clusters Score -1038201 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1038809.312500 Penalty: 4720.914062
	Iteration 5F: 3 clusters Score -1038809 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1039528.062500 Penalty: 4720.914062
	Iteration 6F: 3 clusters Score -1039528 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1040292.562500 Penalty: 4720.914062
	Iteration 7F: 3 clusters Score -1040293 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1041024.375000 Penalty: 4720.914062
	Iteration 8F: 3 clusters Score -1041024 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1041581.125000 Penalty: 4720.914062
	Iteration 9Q: 3 clusters Score -1041581 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1041966.937500 Penalty: 4720.914062
	Iteration 10Q: 3 clusters Score -1041967 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1042210.875000 Penalty: 4720.914062
	Iteration 11Q: 3 clusters Score -1042211 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1042327.375000 Penalty: 4720.914062
	Iteration 12Q: 3 clusters Score -1042327 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1042379.500000 Penalty: 4720.914062
	Iteration 13Q: 3 clusters Score -1042380 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1042404.937500 Penalty: 4720.914062
	Iteration 14Q: 3 clusters Score -1042405 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1042415.875000 Penalty: 4720.914062
	Iteration 15Q: 3 clusters Score -1042416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1042424.687500 Penalty: 4720.914062
	Iteration 16Q: 3 clusters Score -1042425 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1042426.875000 Penalty: 4720.914062
	Iteration 17Q: 3 clusters Score -1042427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1042429.937500 Penalty: 4720.914062
	Iteration 18Q: 3 clusters Score -1042430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1042431.312500 Penalty: 4720.914062
	Iteration 19Q: 3 clusters Score -1042431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1042433.812500 Penalty: 4720.914062
	Iteration 20F: 3 clusters Score -1042434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1042432.750000 Penalty: 4720.914062
	Iteration 21Q: 3 clusters Score -1042433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1042435.500000 Penalty: 4720.914062
	Iteration 22Q: 3 clusters Score -1042436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1042437.312500 Penalty: 4720.914062
	Iteration 23Q: 3 clusters Score -1042437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1042437.312500 Penalty: 4720.914062
	Iteration 24F: 3 clusters Score -1042437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (53897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Entering Unmasked Estep 
Score: -4123548.000000 Penalty: 2701.917725
	Iteration 0F: 2 clusters Score -4123548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -4087340.500000 Penalty: 5403.835449
	Iteration 0F: 3 clusters Score -4087340 nChanged 24870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -4101668.250000 Penalty: 5403.835449
	Iteration 1F: 3 clusters Score -4101668 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -4102432.750000 Penalty: 5403.835449
	Iteration 2Q: 3 clusters Score -4102433 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -4103379.750000 Penalty: 5403.835449
	Iteration 3Q: 3 clusters Score -4103380 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -4104468.750000 Penalty: 5403.835449
	Iteration 4Q: 3 clusters Score -4104469 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -4105695.750000 Penalty: 5403.835449
	Iteration 5F: 3 clusters Score -4105696 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -4106956.500000 Penalty: 5403.835449
	Iteration 6F: 3 clusters Score -4106956 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -4108106.750000 Penalty: 5403.835449
	Iteration 7F: 3 clusters Score -4108107 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -4109255.500000 Penalty: 5403.835449
	Iteration 8Q: 3 clusters Score -4109256 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -4110314.000000 Penalty: 5403.835449
	Iteration 9Q: 3 clusters Score -4110314 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -4111433.500000 Penalty: 5403.835449
	Iteration 10Q: 3 clusters Score -4111434 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -4112673.250000 Penalty: 5403.835449
	Iteration 11Q: 3 clusters Score -4112673 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -4113972.750000 Penalty: 5403.835449
	Iteration 12Q: 3 clusters Score -4113973 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -4115293.750000 Penalty: 5403.835449
	Iteration 13Q: 3 clusters Score -4115294 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -4116380.500000 Penalty: 5403.835449
	Iteration 14Q: 3 clusters Score -4116380 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -4117320.250000 Penalty: 5403.835449
	Iteration 15Q: 3 clusters Score -4117320 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -4118099.000000 Penalty: 5403.835449
	Iteration 16Q: 3 clusters Score -4118099 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -4118679.250000 Penalty: 5403.835449
	Iteration 17Q: 3 clusters Score -4118679 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -4119114.750000 Penalty: 5403.835449
	Iteration 18Q: 3 clusters Score -4119115 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -4119521.500000 Penalty: 5403.835449
	Iteration 19Q: 3 clusters Score -4119522 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -4119837.500000 Penalty: 5403.835449
	Iteration 20F: 3 clusters Score -4119838 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -4120119.250000 Penalty: 5403.835449
	Iteration 21Q: 3 clusters Score -4120119 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51192 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -4120324.750000 Penalty: 5403.835449
	Iteration 22Q: 3 clusters Score -4120325 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4120496.500000 Penalty: 5403.835449
	Iteration 23Q: 3 clusters Score -4120496 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51858 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -4120657.500000 Penalty: 5403.835449
	Iteration 24Q: 3 clusters Score -4120658 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4120759.000000 Penalty: 5403.835449
	Iteration 25Q: 3 clusters Score -4120759 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52268 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4120866.750000 Penalty: 5403.835449
	Iteration 26Q: 3 clusters Score -4120867 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4120926.000000 Penalty: 5403.835449
	Iteration 27Q: 3 clusters Score -4120926 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4120998.250000 Penalty: 5403.835449
	Iteration 28Q: 3 clusters Score -4120998 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4121045.250000 Penalty: 5403.835449
	Iteration 29Q: 3 clusters Score -4121045 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52675 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4121082.750000 Penalty: 5403.835449
	Iteration 30Q: 3 clusters Score -4121083 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4121111.500000 Penalty: 5403.835449
	Iteration 31Q: 3 clusters Score -4121112 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4121144.750000 Penalty: 5403.835449
	Iteration 32Q: 3 clusters Score -4121145 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52847 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4121162.000000 Penalty: 5403.835449
	Iteration 33Q: 3 clusters Score -4121162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52886 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4121191.750000 Penalty: 5403.835449
	Iteration 34Q: 3 clusters Score -4121192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4121207.750000 Penalty: 5403.835449
	Iteration 35Q: 3 clusters Score -4121208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52939 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4121218.250000 Penalty: 5403.835449
	Iteration 36Q: 3 clusters Score -4121218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52964 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4121228.000000 Penalty: 5403.835449
	Iteration 37Q: 3 clusters Score -4121228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52974 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4121241.500000 Penalty: 5403.835449
	Iteration 38Q: 3 clusters Score -4121242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4121238.250000 Penalty: 5403.835449
	Iteration 39Q: 3 clusters Score -4121238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52997 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4121245.250000 Penalty: 5403.835449
	Iteration 40F: 3 clusters Score -4121245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4121244.750000 Penalty: 5403.835449
	Iteration 41Q: 3 clusters Score -4121245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53006 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4121251.000000 Penalty: 5403.835449
	Iteration 42Q: 3 clusters Score -4121251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4121251.750000 Penalty: 5403.835449
	Iteration 43Q: 3 clusters Score -4121252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4121252.750000 Penalty: 5403.835449
	Iteration 44Q: 3 clusters Score -4121253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53009 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4121253.000000 Penalty: 5403.835449
	Iteration 45Q: 3 clusters Score -4121253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4121257.250000 Penalty: 5403.835449
	Iteration 46Q: 3 clusters Score -4121257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53015 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4121252.500000 Penalty: 5403.835449
	Iteration 47Q: 3 clusters Score -4121252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53019 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4121260.750000 Penalty: 5403.835449
	Iteration 48Q: 3 clusters Score -4121261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4121256.500000 Penalty: 5403.835449
	Iteration 49Q: 3 clusters Score -4121256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53030 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4121260.000000 Penalty: 5403.835449
	Iteration 50Q: 3 clusters Score -4121260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53034 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4121255.250000 Penalty: 5403.835449
	Iteration 51Q: 3 clusters Score -4121255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53036 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4121252.750000 Penalty: 5403.835449
	Iteration 52Q: 3 clusters Score -4121253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4121257.750000 Penalty: 5403.835449
	Iteration 53Q: 3 clusters Score -4121258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4121257.750000 Penalty: 5403.835449
	Iteration 54Q: 3 clusters Score -4121258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4121258.750000 Penalty: 5403.835449
	Iteration 55Q: 3 clusters Score -4121259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4121258.750000 Penalty: 5403.835449
	Iteration 56F: 3 clusters Score -4121259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Entering Unmasked Estep 
Score: -2300361.750000 Penalty: 2595.663330
	Iteration 0F: 2 clusters Score -2300362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2276462.500000 Penalty: 5191.326660
	Iteration 0F: 3 clusters Score -2276462 nChanged 15934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2285581.000000 Penalty: 5191.326660
	Iteration 1F: 3 clusters Score -2285581 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2286544.500000 Penalty: 5191.326660
	Iteration 2F: 3 clusters Score -2286544 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2287588.500000 Penalty: 5191.326660
	Iteration 3F: 3 clusters Score -2287588 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2288632.500000 Penalty: 5191.326660
	Iteration 4F: 3 clusters Score -2288632 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2289628.750000 Penalty: 5191.326660
	Iteration 5F: 3 clusters Score -2289629 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2290586.750000 Penalty: 5191.326660
	Iteration 6F: 3 clusters Score -2290587 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2291490.750000 Penalty: 5191.326660
	Iteration 7F: 3 clusters Score -2291491 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2292424.750000 Penalty: 5191.326660
	Iteration 8Q: 3 clusters Score -2292425 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2293322.250000 Penalty: 5191.326660
	Iteration 9Q: 3 clusters Score -2293322 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2294145.500000 Penalty: 5191.326660
	Iteration 10Q: 3 clusters Score -2294146 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2294901.500000 Penalty: 5191.326660
	Iteration 11Q: 3 clusters Score -2294902 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -2295449.750000 Penalty: 5191.326660
	Iteration 12Q: 3 clusters Score -2295450 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2295833.000000 Penalty: 5191.326660
	Iteration 13Q: 3 clusters Score -2295833 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -2296165.250000 Penalty: 5191.326660
	Iteration 14Q: 3 clusters Score -2296165 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -2296436.250000 Penalty: 5191.326660
	Iteration 15Q: 3 clusters Score -2296436 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -2296694.250000 Penalty: 5191.326660
	Iteration 16Q: 3 clusters Score -2296694 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -2296924.750000 Penalty: 5191.326660
	Iteration 17Q: 3 clusters Score -2296925 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -2297156.750000 Penalty: 5191.326660
	Iteration 18Q: 3 clusters Score -2297157 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -2297344.500000 Penalty: 5191.326660
	Iteration 19Q: 3 clusters Score -2297344 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -2297522.000000 Penalty: 5191.326660
	Iteration 20F: 3 clusters Score -2297522 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -2297711.000000 Penalty: 5191.326660
	Iteration 21Q: 3 clusters Score -2297711 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -2297899.000000 Penalty: 5191.326660
	Iteration 22Q: 3 clusters Score -2297899 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -2298113.750000 Penalty: 5191.326660
	Iteration 23Q: 3 clusters Score -2298114 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -2298368.750000 Penalty: 5191.326660
	Iteration 24Q: 3 clusters Score -2298369 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -2298700.000000 Penalty: 5191.326660
	Iteration 25Q: 3 clusters Score -2298700 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -2299080.250000 Penalty: 5191.326660
	Iteration 26Q: 3 clusters Score -2299080 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -2299522.500000 Penalty: 5191.326660
	Iteration 27Q: 3 clusters Score -2299522 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -2299979.750000 Penalty: 5191.326660
	Iteration 28Q: 3 clusters Score -2299980 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -2300348.000000 Penalty: 5191.326660
	Iteration 29Q: 3 clusters Score -2300348 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -2300574.750000 Penalty: 5191.326660
	Iteration 30Q: 3 clusters Score -2300575 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -2300731.250000 Penalty: 5191.326660
	Iteration 31Q: 3 clusters Score -2300731 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -2300838.750000 Penalty: 5191.326660
	Iteration 32Q: 3 clusters Score -2300839 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -2300913.500000 Penalty: 5191.326660
	Iteration 33Q: 3 clusters Score -2300914 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -2300950.500000 Penalty: 5191.326660
	Iteration 34Q: 3 clusters Score -2300950 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -2300997.500000 Penalty: 5191.326660
	Iteration 35Q: 3 clusters Score -2300998 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -2301021.500000 Penalty: 5191.326660
	Iteration 36Q: 3 clusters Score -2301022 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -2301047.750000 Penalty: 5191.326660
	Iteration 37Q: 3 clusters Score -2301048 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -2301061.750000 Penalty: 5191.326660
	Iteration 38Q: 3 clusters Score -2301062 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -2301065.750000 Penalty: 5191.326660
	Iteration 39Q: 3 clusters Score -2301066 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -2301078.750000 Penalty: 5191.326660
	Iteration 40F: 3 clusters Score -2301079 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -2301088.000000 Penalty: 5191.326660
	Iteration 41Q: 3 clusters Score -2301088 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -2301092.500000 Penalty: 5191.326660
	Iteration 42Q: 3 clusters Score -2301092 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -2301095.500000 Penalty: 5191.326660
	Iteration 43Q: 3 clusters Score -2301096 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -2301100.250000 Penalty: 5191.326660
	Iteration 44Q: 3 clusters Score -2301100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -2301104.000000 Penalty: 5191.326660
	Iteration 45Q: 3 clusters Score -2301104 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -2301111.250000 Penalty: 5191.326660
	Iteration 46Q: 3 clusters Score -2301111 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -2301111.500000 Penalty: 5191.326660
	Iteration 47Q: 3 clusters Score -2301112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -2301109.250000 Penalty: 5191.326660
	Iteration 48Q: 3 clusters Score -2301109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -2301112.500000 Penalty: 5191.326660
	Iteration 49Q: 3 clusters Score -2301112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -2301110.500000 Penalty: 5191.326660
	Iteration 50Q: 3 clusters Score -2301110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -2301117.500000 Penalty: 5191.326660
	Iteration 51Q: 3 clusters Score -2301118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -2301118.250000 Penalty: 5191.326660
	Iteration 52Q: 3 clusters Score -2301118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -2301122.250000 Penalty: 5191.326660
	Iteration 53Q: 3 clusters Score -2301122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -2301126.000000 Penalty: 5191.326660
	Iteration 54Q: 3 clusters Score -2301126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -2301129.250000 Penalty: 5191.326660
	Iteration 55Q: 3 clusters Score -2301129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -2301135.250000 Penalty: 5191.326660
	Iteration 56Q: 3 clusters Score -2301135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -2301135.500000 Penalty: 5191.326660
	Iteration 57Q: 3 clusters Score -2301136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -2301134.500000 Penalty: 5191.326660
	Iteration 58Q: 3 clusters Score -2301134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -2301141.250000 Penalty: 5191.326660
	Iteration 59Q: 3 clusters Score -2301141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -2301142.750000 Penalty: 5191.326660
	Iteration 60F: 3 clusters Score -2301143 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -2301146.000000 Penalty: 5191.326660
	Iteration 61Q: 3 clusters Score -2301146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -2301156.750000 Penalty: 5191.326660
	Iteration 62Q: 3 clusters Score -2301157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -2301164.000000 Penalty: 5191.326660
	Iteration 63Q: 3 clusters Score -2301164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -2301170.750000 Penalty: 5191.326660
	Iteration 64Q: 3 clusters Score -2301171 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -2301168.750000 Penalty: 5191.326660
	Iteration 65Q: 3 clusters Score -2301169 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -2301171.750000 Penalty: 5191.326660
	Iteration 66Q: 3 clusters Score -2301172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -2301181.750000 Penalty: 5191.326660
	Iteration 67Q: 3 clusters Score -2301182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -2301188.500000 Penalty: 5191.326660
	Iteration 68Q: 3 clusters Score -2301188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -2301196.750000 Penalty: 5191.326660
	Iteration 69Q: 3 clusters Score -2301197 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -2301202.250000 Penalty: 5191.326660
	Iteration 70Q: 3 clusters Score -2301202 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -2301218.500000 Penalty: 5191.326660
	Iteration 71Q: 3 clusters Score -2301218 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -2301223.000000 Penalty: 5191.326660
	Iteration 72Q: 3 clusters Score -2301223 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -2301238.500000 Penalty: 5191.326660
	Iteration 73Q: 3 clusters Score -2301238 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -2301267.750000 Penalty: 5191.326660
	Iteration 74Q: 3 clusters Score -2301268 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -2301302.250000 Penalty: 5191.326660
	Iteration 75Q: 3 clusters Score -2301302 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -2301345.500000 Penalty: 5191.326660
	Iteration 76Q: 3 clusters Score -2301346 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -2301378.750000 Penalty: 5191.326660
	Iteration 77Q: 3 clusters Score -2301379 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -2301417.000000 Penalty: 5191.326660
	Iteration 78Q: 3 clusters Score -2301417 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -2301446.500000 Penalty: 5191.326660
	Iteration 79Q: 3 clusters Score -2301446 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -2301481.500000 Penalty: 5191.326660
	Iteration 80F: 3 clusters Score -2301482 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -2301513.750000 Penalty: 5191.326660
	Iteration 81Q: 3 clusters Score -2301514 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -2301554.500000 Penalty: 5191.326660
	Iteration 82Q: 3 clusters Score -2301554 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -2301594.750000 Penalty: 5191.326660
	Iteration 83Q: 3 clusters Score -2301595 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -2301622.500000 Penalty: 5191.326660
	Iteration 84Q: 3 clusters Score -2301622 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -2301642.750000 Penalty: 5191.326660
	Iteration 85Q: 3 clusters Score -2301643 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -2301669.250000 Penalty: 5191.326660
	Iteration 86Q: 3 clusters Score -2301669 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -2301695.000000 Penalty: 5191.326660
	Iteration 87Q: 3 clusters Score -2301695 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -2301707.500000 Penalty: 5191.326660
	Iteration 88Q: 3 clusters Score -2301708 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -2301716.750000 Penalty: 5191.326660
	Iteration 89Q: 3 clusters Score -2301717 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -2301721.750000 Penalty: 5191.326660
	Iteration 90Q: 3 clusters Score -2301722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -2301726.000000 Penalty: 5191.326660
	Iteration 91Q: 3 clusters Score -2301726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -2301730.000000 Penalty: 5191.326660
	Iteration 92Q: 3 clusters Score -2301730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -2301731.250000 Penalty: 5191.326660
	Iteration 93Q: 3 clusters Score -2301731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -2301738.000000 Penalty: 5191.326660
	Iteration 94Q: 3 clusters Score -2301738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -2301734.750000 Penalty: 5191.326660
	Iteration 95Q: 3 clusters Score -2301735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -2301732.500000 Penalty: 5191.326660
	Iteration 96Q: 3 clusters Score -2301732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -2301734.250000 Penalty: 5191.326660
	Iteration 97Q: 3 clusters Score -2301734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -2301735.500000 Penalty: 5191.326660
	Iteration 98Q: 3 clusters Score -2301736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -2301739.250000 Penalty: 5191.326660
	Iteration 99Q: 3 clusters Score -2301739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -2301736.000000 Penalty: 5191.326660
	Iteration 100F: 3 clusters Score -2301736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -2301735.500000 Penalty: 5191.326660
	Iteration 101Q: 3 clusters Score -2301736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -2301735.750000 Penalty: 5191.326660
	Iteration 102Q: 3 clusters Score -2301736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -2301736.750000 Penalty: 5191.326660
	Iteration 103Q: 3 clusters Score -2301737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -2301734.750000 Penalty: 5191.326660
	Iteration 104Q: 3 clusters Score -2301735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -2301734.750000 Penalty: 5191.326660
	Iteration 105F: 3 clusters Score -2301735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 82103 members 
Mstep: Class 3 contains 232928 members 
Mstep: Class 4 contains 2820 members 
Mstep: Class 5 contains 2573 members 
Mstep: Class 6 contains 4980 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 36617 members 
Mstep: Class 9 contains 312704 members 
Mstep: Class 10 contains 5898 members 
Mstep: Class 11 contains 13602 members 
Mstep: Class 12 contains 53897 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 12792 members 
Mstep: Class 15 contains 3884 members 
Mstep: Class 16 contains 2898 members 
Mstep: Class 17 contains 7468 members 
Mstep: Class 18 contains 207699 members 
Mstep: Class 19 contains 13019 members 
Mstep: Class 20 contains 6592 members 
Mstep: Class 21 contains 42021 members 
Mstep: Class 22 contains 10889 members 
Mstep: Class 23 contains 14821 members 
Mstep: Class 24 contains 55441 members 
Mstep: Class 25 contains 7919 members 
Mstep: Class 26 contains 17613 members 
Mstep: Class 27 contains 5086 members 
Mstep: Class 28 contains 3956 members 
Mstep: Class 29 contains 27640 members 
Mstep: Class 30 contains 15720 members 
Mstep: Class 31 contains 3533 members 
Mstep: Class 32 contains 2876 members 
Mstep: Class 33 contains 12040 members 
Mstep: Class 34 contains 6770 members 
Mstep: Class 35 contains 114562 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 26874 members 
Mstep: Class 38 contains 31060 members 
Entering Unmasked Estep 
Score: -102258768.000000 Penalty: 133475.500000
Splitting cluster 13 changes total score from -102250936.000000 to -102258768.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -914821.750000 Penalty: 2345.230713
	Iteration 0F: 2 clusters Score -914821.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -905405.187500 Penalty: 4690.461426
	Iteration 0F: 3 clusters Score -905405.2 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -908396.937500 Penalty: 4690.461426
	Iteration 1F: 3 clusters Score -908396.9 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -908889.937500 Penalty: 4690.461426
	Iteration 2F: 3 clusters Score -908889.9 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -909488.187500 Penalty: 4690.461426
	Iteration 3F: 3 clusters Score -909488.2 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -910133.812500 Penalty: 4690.461426
	Iteration 4F: 3 clusters Score -910133.8 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -910714.250000 Penalty: 4690.461426
	Iteration 5F: 3 clusters Score -910714.2 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -911209.187500 Penalty: 4690.461426
	Iteration 6F: 3 clusters Score -911209.2 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -911685.875000 Penalty: 4690.461426
	Iteration 7F: 3 clusters Score -911685.9 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -912130.937500 Penalty: 4690.461426
	Iteration 8Q: 3 clusters Score -912130.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -912663.437500 Penalty: 4690.461426
	Iteration 9Q: 3 clusters Score -912663.4 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -913465.250000 Penalty: 4690.461426
	Iteration 10F: 3 clusters Score -913465.2 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -914341.312500 Penalty: 4690.461426
	Iteration 11F: 3 clusters Score -914341.3 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -915007.375000 Penalty: 4690.461426
	Iteration 12Q: 3 clusters Score -915007.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -915454.625000 Penalty: 4690.461426
	Iteration 13Q: 3 clusters Score -915454.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -915759.437500 Penalty: 4690.461426
	Iteration 14Q: 3 clusters Score -915759.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -915955.687500 Penalty: 4690.461426
	Iteration 15Q: 3 clusters Score -915955.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -916075.750000 Penalty: 4690.461426
	Iteration 16Q: 3 clusters Score -916075.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -916136.062500 Penalty: 4690.461426
	Iteration 17Q: 3 clusters Score -916136.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -916178.687500 Penalty: 4690.461426
	Iteration 18Q: 3 clusters Score -916178.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -916205.125000 Penalty: 4690.461426
	Iteration 19Q: 3 clusters Score -916205.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -916250.562500 Penalty: 4690.461426
	Iteration 20F: 3 clusters Score -916250.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -916295.687500 Penalty: 4690.461426
	Iteration 21Q: 3 clusters Score -916295.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -916343.375000 Penalty: 4690.461426
	Iteration 22Q: 3 clusters Score -916343.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -916395.125000 Penalty: 4690.461426
	Iteration 23Q: 3 clusters Score -916395.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -916466.625000 Penalty: 4690.461426
	Iteration 24Q: 3 clusters Score -916466.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -916569.375000 Penalty: 4690.461426
	Iteration 25Q: 3 clusters Score -916569.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -916666.187500 Penalty: 4690.461426
	Iteration 26Q: 3 clusters Score -916666.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -916748.312500 Penalty: 4690.461426
	Iteration 27Q: 3 clusters Score -916748.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -916822.812500 Penalty: 4690.461426
	Iteration 28Q: 3 clusters Score -916822.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -916881.187500 Penalty: 4690.461426
	Iteration 29Q: 3 clusters Score -916881.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -916919.500000 Penalty: 4690.461426
	Iteration 30Q: 3 clusters Score -916919.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -916928.687500 Penalty: 4690.461426
	Iteration 31Q: 3 clusters Score -916928.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -916940.312500 Penalty: 4690.461426
	Iteration 32Q: 3 clusters Score -916940.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -916947.750000 Penalty: 4690.461426
	Iteration 33Q: 3 clusters Score -916947.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -916946.125000 Penalty: 4690.461426
	Iteration 34Q: 3 clusters Score -916946.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -916947.437500 Penalty: 4690.461426
	Iteration 35Q: 3 clusters Score -916947.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -916947.187500 Penalty: 4690.461426
	Iteration 36Q: 3 clusters Score -916947.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -916949.687500 Penalty: 4690.461426
	Iteration 37Q: 3 clusters Score -916949.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -916949.500000 Penalty: 4690.461426
	Iteration 38Q: 3 clusters Score -916949.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -916949.875000 Penalty: 4690.461426
	Iteration 39Q: 3 clusters Score -916949.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -916951.437500 Penalty: 4690.461426
	Iteration 40F: 3 clusters Score -916951.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -916950.375000 Penalty: 4690.461426
	Iteration 41Q: 3 clusters Score -916950.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -916951.687500 Penalty: 4690.461426
	Iteration 42Q: 3 clusters Score -916951.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -916951.687500 Penalty: 4690.461426
	Iteration 43F: 3 clusters Score -916951.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 82103 members 
Mstep: Class 3 contains 232928 members 
Mstep: Class 4 contains 2820 members 
Mstep: Class 5 contains 2573 members 
Mstep: Class 6 contains 4980 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 36617 members 
Mstep: Class 9 contains 312704 members 
Mstep: Class 10 contains 5898 members 
Mstep: Class 11 contains 13602 members 
Mstep: Class 12 contains 53897 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 9975 members 
Mstep: Class 15 contains 3884 members 
Mstep: Class 16 contains 2898 members 
Mstep: Class 17 contains 7468 members 
Mstep: Class 18 contains 207699 members 
Mstep: Class 19 contains 13019 members 
Mstep: Class 20 contains 6592 members 
Mstep: Class 21 contains 42021 members 
Mstep: Class 22 contains 10889 members 
Mstep: Class 23 contains 14821 members 
Mstep: Class 24 contains 55441 members 
Mstep: Class 25 contains 7919 members 
Mstep: Class 26 contains 17613 members 
Mstep: Class 27 contains 5086 members 
Mstep: Class 28 contains 3956 members 
Mstep: Class 29 contains 27640 members 
Mstep: Class 30 contains 15720 members 
Mstep: Class 31 contains 3533 members 
Mstep: Class 32 contains 2876 members 
Mstep: Class 33 contains 12040 members 
Mstep: Class 34 contains 6770 members 
Mstep: Class 35 contains 114562 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 26874 members 
Mstep: Class 38 contains 31060 members 
Mstep: Class 39 contains 2817 members 
Entering Unmasked Estep 
Score: -102259832.000000 Penalty: 136988.015625
Splitting cluster 14 changes total score from -102250936.000000 to -102259832.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 15 (3884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Entering Unmasked Estep 
Score: -275835.625000 Penalty: 2049.625977
	Iteration 0F: 2 clusters Score -275835.6 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 1907 members 
Entering Unmasked Estep 
Score: -272026.500000 Penalty: 4099.251953
	Iteration 0F: 3 clusters Score -272026.5 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -273021.718750 Penalty: 4099.251953
	Iteration 1F: 3 clusters Score -273021.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -273297.375000 Penalty: 4099.251953
	Iteration 2F: 3 clusters Score -273297.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -273532.875000 Penalty: 4099.251953
	Iteration 3F: 3 clusters Score -273532.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -273763.062500 Penalty: 4099.251953
	Iteration 4F: 3 clusters Score -273763.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -273990.093750 Penalty: 4099.251953
	Iteration 5F: 3 clusters Score -273990.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -274222.406250 Penalty: 4099.251953
	Iteration 6F: 3 clusters Score -274222.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -274408.281250 Penalty: 4099.251953
	Iteration 7Q: 3 clusters Score -274408.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -274558.562500 Penalty: 4099.251953
	Iteration 8Q: 3 clusters Score -274558.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -274670.812500 Penalty: 4099.251953
	Iteration 9Q: 3 clusters Score -274670.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -274733.312500 Penalty: 4099.251953
	Iteration 10Q: 3 clusters Score -274733.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -274773.125000 Penalty: 4099.251953
	Iteration 11Q: 3 clusters Score -274773.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -274808.000000 Penalty: 4099.251953
	Iteration 12Q: 3 clusters Score -274808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -274844.343750 Penalty: 4099.251953
	Iteration 13Q: 3 clusters Score -274844.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -274893.812500 Penalty: 4099.251953
	Iteration 14Q: 3 clusters Score -274893.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -274931.843750 Penalty: 4099.251953
	Iteration 15Q: 3 clusters Score -274931.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -274971.625000 Penalty: 4099.251953
	Iteration 16Q: 3 clusters Score -274971.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -274984.156250 Penalty: 4099.251953
	Iteration 17Q: 3 clusters Score -274984.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -274988.000000 Penalty: 4099.251953
	Iteration 18Q: 3 clusters Score -274988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -274989.593750 Penalty: 4099.251953
	Iteration 19Q: 3 clusters Score -274989.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -274990.343750 Penalty: 4099.251953
	Iteration 20F: 3 clusters Score -274990.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -274992.156250 Penalty: 4099.251953
	Iteration 21Q: 3 clusters Score -274992.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -274992.593750 Penalty: 4099.251953
	Iteration 22Q: 3 clusters Score -274992.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -274993.500000 Penalty: 4099.251953
	Iteration 23Q: 3 clusters Score -274993.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -274993.500000 Penalty: 4099.251953
	Iteration 24F: 3 clusters Score -274993.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Entering Unmasked Estep 
Score: -191748.281250 Penalty: 1977.000488
	Iteration 0F: 2 clusters Score -191748.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -188578.203125 Penalty: 3954.000977
	Iteration 0F: 3 clusters Score -188578.2 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -189281.687500 Penalty: 3954.000977
	Iteration 1F: 3 clusters Score -189281.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -189514.578125 Penalty: 3954.000977
	Iteration 2F: 3 clusters Score -189514.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -189711.468750 Penalty: 3954.000977
	Iteration 3F: 3 clusters Score -189711.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -189886.625000 Penalty: 3954.000977
	Iteration 4F: 3 clusters Score -189886.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -189987.625000 Penalty: 3954.000977
	Iteration 5Q: 3 clusters Score -189987.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -190046.265625 Penalty: 3954.000977
	Iteration 6Q: 3 clusters Score -190046.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -190108.609375 Penalty: 3954.000977
	Iteration 7Q: 3 clusters Score -190108.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -190178.046875 Penalty: 3954.000977
	Iteration 8Q: 3 clusters Score -190178 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -190214.218750 Penalty: 3954.000977
	Iteration 9Q: 3 clusters Score -190214.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -190241.296875 Penalty: 3954.000977
	Iteration 10Q: 3 clusters Score -190241.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -190265.859375 Penalty: 3954.000977
	Iteration 11Q: 3 clusters Score -190265.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -190276.718750 Penalty: 3954.000977
	Iteration 12Q: 3 clusters Score -190276.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -190285.953125 Penalty: 3954.000977
	Iteration 13Q: 3 clusters Score -190286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -190293.796875 Penalty: 3954.000977
	Iteration 14Q: 3 clusters Score -190293.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -190301.125000 Penalty: 3954.000977
	Iteration 15Q: 3 clusters Score -190301.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -190306.437500 Penalty: 3954.000977
	Iteration 16Q: 3 clusters Score -190306.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -190309.984375 Penalty: 3954.000977
	Iteration 17Q: 3 clusters Score -190310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -190312.437500 Penalty: 3954.000977
	Iteration 18Q: 3 clusters Score -190312.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -190317.734375 Penalty: 3954.000977
	Iteration 19Q: 3 clusters Score -190317.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -190321.375000 Penalty: 3954.000977
	Iteration 20F: 3 clusters Score -190321.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -190324.828125 Penalty: 3954.000977
	Iteration 21Q: 3 clusters Score -190324.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -190328.796875 Penalty: 3954.000977
	Iteration 22Q: 3 clusters Score -190328.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -190333.468750 Penalty: 3954.000977
	Iteration 23Q: 3 clusters Score -190333.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -190342.000000 Penalty: 3954.000977
	Iteration 24Q: 3 clusters Score -190342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -190350.703125 Penalty: 3954.000977
	Iteration 25Q: 3 clusters Score -190350.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -190355.718750 Penalty: 3954.000977
	Iteration 26Q: 3 clusters Score -190355.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -190361.859375 Penalty: 3954.000977
	Iteration 27Q: 3 clusters Score -190361.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -190367.859375 Penalty: 3954.000977
	Iteration 28Q: 3 clusters Score -190367.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -190379.328125 Penalty: 3954.000977
	Iteration 29Q: 3 clusters Score -190379.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -190399.453125 Penalty: 3954.000977
	Iteration 30Q: 3 clusters Score -190399.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -190420.046875 Penalty: 3954.000977
	Iteration 31Q: 3 clusters Score -190420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -190437.953125 Penalty: 3954.000977
	Iteration 32Q: 3 clusters Score -190438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -190453.250000 Penalty: 3954.000977
	Iteration 33Q: 3 clusters Score -190453.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -190469.187500 Penalty: 3954.000977
	Iteration 34Q: 3 clusters Score -190469.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -190490.015625 Penalty: 3954.000977
	Iteration 35Q: 3 clusters Score -190490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -190506.046875 Penalty: 3954.000977
	Iteration 36Q: 3 clusters Score -190506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -190520.656250 Penalty: 3954.000977
	Iteration 37Q: 3 clusters Score -190520.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -190537.859375 Penalty: 3954.000977
	Iteration 38Q: 3 clusters Score -190537.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -190549.515625 Penalty: 3954.000977
	Iteration 39Q: 3 clusters Score -190549.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -190556.875000 Penalty: 3954.000977
	Iteration 40F: 3 clusters Score -190556.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -190565.609375 Penalty: 3954.000977
	Iteration 41Q: 3 clusters Score -190565.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -190575.656250 Penalty: 3954.000977
	Iteration 42Q: 3 clusters Score -190575.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -190584.875000 Penalty: 3954.000977
	Iteration 43Q: 3 clusters Score -190584.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -190592.453125 Penalty: 3954.000977
	Iteration 44Q: 3 clusters Score -190592.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -190601.468750 Penalty: 3954.000977
	Iteration 45Q: 3 clusters Score -190601.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -190609.171875 Penalty: 3954.000977
	Iteration 46Q: 3 clusters Score -190609.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -190615.750000 Penalty: 3954.000977
	Iteration 47Q: 3 clusters Score -190615.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -190619.906250 Penalty: 3954.000977
	Iteration 48Q: 3 clusters Score -190619.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -190624.843750 Penalty: 3954.000977
	Iteration 49Q: 3 clusters Score -190624.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -190628.859375 Penalty: 3954.000977
	Iteration 50Q: 3 clusters Score -190628.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -190630.531250 Penalty: 3954.000977
	Iteration 51Q: 3 clusters Score -190630.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -190630.531250 Penalty: 3954.000977
	Iteration 52F: 3 clusters Score -190630.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Entering Unmasked Estep 
Score: -552380.250000 Penalty: 2211.758789
	Iteration 0F: 2 clusters Score -552380.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -546346.250000 Penalty: 4423.517578
	Iteration 0F: 3 clusters Score -546346.2 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -547867.187500 Penalty: 4423.517578
	Iteration 1F: 3 clusters Score -547867.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -548134.750000 Penalty: 4423.517578
	Iteration 2F: 3 clusters Score -548134.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -548326.875000 Penalty: 4423.517578
	Iteration 3F: 3 clusters Score -548326.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -548514.375000 Penalty: 4423.517578
	Iteration 4Q: 3 clusters Score -548514.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -548747.062500 Penalty: 4423.517578
	Iteration 5Q: 3 clusters Score -548747.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -549076.562500 Penalty: 4423.517578
	Iteration 6F: 3 clusters Score -549076.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -549543.687500 Penalty: 4423.517578
	Iteration 7F: 3 clusters Score -549543.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -550179.687500 Penalty: 4423.517578
	Iteration 8F: 3 clusters Score -550179.7 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -550948.062500 Penalty: 4423.517578
	Iteration 9F: 3 clusters Score -550948.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -551429.375000 Penalty: 4423.517578
	Iteration 10F: 3 clusters Score -551429.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -551674.687500 Penalty: 4423.517578
	Iteration 11Q: 3 clusters Score -551674.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -551803.937500 Penalty: 4423.517578
	Iteration 12Q: 3 clusters Score -551803.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -551876.062500 Penalty: 4423.517578
	Iteration 13Q: 3 clusters Score -551876.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -551937.437500 Penalty: 4423.517578
	Iteration 14Q: 3 clusters Score -551937.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -551977.687500 Penalty: 4423.517578
	Iteration 15Q: 3 clusters Score -551977.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -552019.375000 Penalty: 4423.517578
	Iteration 16Q: 3 clusters Score -552019.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -552057.687500 Penalty: 4423.517578
	Iteration 17Q: 3 clusters Score -552057.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -552078.937500 Penalty: 4423.517578
	Iteration 18Q: 3 clusters Score -552078.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -552094.062500 Penalty: 4423.517578
	Iteration 19Q: 3 clusters Score -552094.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -552102.812500 Penalty: 4423.517578
	Iteration 20F: 3 clusters Score -552102.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -552105.312500 Penalty: 4423.517578
	Iteration 21Q: 3 clusters Score -552105.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -552108.750000 Penalty: 4423.517578
	Iteration 22Q: 3 clusters Score -552108.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -552111.375000 Penalty: 4423.517578
	Iteration 23Q: 3 clusters Score -552111.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -552114.500000 Penalty: 4423.517578
	Iteration 24Q: 3 clusters Score -552114.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -552114.500000 Penalty: 4423.517578
	Iteration 25F: 3 clusters Score -552114.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (207699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207699 members 
Entering Unmasked Estep 
Score: -15530155.000000 Penalty: 3036.473633
	Iteration 0F: 2 clusters Score -1.553016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103802 members 
Mstep: Class 2 contains 103897 members 
Entering Unmasked Estep 
Score: -15390930.000000 Penalty: 6072.947266
	Iteration 0F: 3 clusters Score -1.539093e+07 nChanged 99820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103602 members 
Mstep: Class 2 contains 104097 members 
Entering Unmasked Estep 
Score: -15448993.000000 Penalty: 6072.947266
	Iteration 1F: 3 clusters Score -1.544899e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103896 members 
Mstep: Class 2 contains 103803 members 
Entering Unmasked Estep 
Score: -15450070.000000 Penalty: 6072.947266
	Iteration 2Q: 3 clusters Score -1.545007e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104341 members 
Mstep: Class 2 contains 103358 members 
Entering Unmasked Estep 
Score: -15451414.000000 Penalty: 6072.947266
	Iteration 3Q: 3 clusters Score -1.545141e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105154 members 
Mstep: Class 2 contains 102545 members 
Entering Unmasked Estep 
Score: -15453099.000000 Penalty: 6072.947266
	Iteration 4Q: 3 clusters Score -1.54531e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106603 members 
Mstep: Class 2 contains 101096 members 
Entering Unmasked Estep 
Score: -15455617.000000 Penalty: 6072.947266
	Iteration 5Q: 3 clusters Score -1.545562e+07 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108843 members 
Mstep: Class 2 contains 98856 members 
Entering Unmasked Estep 
Score: -15459387.000000 Penalty: 6072.947266
	Iteration 6Q: 3 clusters Score -1.545939e+07 nChanged 10883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111896 members 
Mstep: Class 2 contains 95803 members 
Entering Unmasked Estep 
Score: -15464492.000000 Penalty: 6072.947266
	Iteration 7F: 3 clusters Score -1.546449e+07 nChanged 11873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115675 members 
Mstep: Class 2 contains 92024 members 
Entering Unmasked Estep 
Score: -15469710.000000 Penalty: 6072.947266
	Iteration 8F: 3 clusters Score -1.546971e+07 nChanged 11716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119653 members 
Mstep: Class 2 contains 88046 members 
Entering Unmasked Estep 
Score: -15474851.000000 Penalty: 6072.947266
	Iteration 9F: 3 clusters Score -1.547485e+07 nChanged 10632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123689 members 
Mstep: Class 2 contains 84010 members 
Entering Unmasked Estep 
Score: -15479002.000000 Penalty: 6072.947266
	Iteration 10F: 3 clusters Score -1.5479e+07 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127557 members 
Mstep: Class 2 contains 80142 members 
Entering Unmasked Estep 
Score: -15481966.000000 Penalty: 6072.947266
	Iteration 11Q: 3 clusters Score -1.548197e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131640 members 
Mstep: Class 2 contains 76059 members 
Entering Unmasked Estep 
Score: -15484099.000000 Penalty: 6072.947266
	Iteration 12Q: 3 clusters Score -1.54841e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136102 members 
Mstep: Class 2 contains 71597 members 
Entering Unmasked Estep 
Score: -15486044.000000 Penalty: 6072.947266
	Iteration 13Q: 3 clusters Score -1.548604e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141051 members 
Mstep: Class 2 contains 66648 members 
Entering Unmasked Estep 
Score: -15487790.000000 Penalty: 6072.947266
	Iteration 14Q: 3 clusters Score -1.548779e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146946 members 
Mstep: Class 2 contains 60753 members 
Entering Unmasked Estep 
Score: -15489996.000000 Penalty: 6072.947266
	Iteration 15Q: 3 clusters Score -1.549e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153728 members 
Mstep: Class 2 contains 53971 members 
Entering Unmasked Estep 
Score: -15492457.000000 Penalty: 6072.947266
	Iteration 16Q: 3 clusters Score -1.549246e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161350 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -15495921.000000 Penalty: 6072.947266
	Iteration 17Q: 3 clusters Score -1.549592e+07 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169775 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -15500573.000000 Penalty: 6072.947266
	Iteration 18Q: 3 clusters Score -1.550057e+07 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178869 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -15506136.000000 Penalty: 6072.947266
	Iteration 19Q: 3 clusters Score -1.550614e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187522 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -15512378.000000 Penalty: 6072.947266
	Iteration 20F: 3 clusters Score -1.551238e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194968 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -15518279.000000 Penalty: 6072.947266
	Iteration 21Q: 3 clusters Score -1.551828e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200217 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -15522771.000000 Penalty: 6072.947266
	Iteration 22Q: 3 clusters Score -1.552277e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203425 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -15525261.000000 Penalty: 6072.947266
	Iteration 23Q: 3 clusters Score -1.552526e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205064 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -15526430.000000 Penalty: 6072.947266
	Iteration 24Q: 3 clusters Score -1.552643e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205855 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -15527007.000000 Penalty: 6072.947266
	Iteration 25Q: 3 clusters Score -1.552701e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206255 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -15527353.000000 Penalty: 6072.947266
	Iteration 26Q: 3 clusters Score -1.552735e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206474 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -15527502.000000 Penalty: 6072.947266
	Iteration 27Q: 3 clusters Score -1.55275e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206589 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -15527586.000000 Penalty: 6072.947266
	Iteration 28Q: 3 clusters Score -1.552759e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206657 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -15527641.000000 Penalty: 6072.947266
	Iteration 29Q: 3 clusters Score -1.552764e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206706 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -15527700.000000 Penalty: 6072.947266
	Iteration 30Q: 3 clusters Score -1.55277e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206738 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -15527738.000000 Penalty: 6072.947266
	Iteration 31Q: 3 clusters Score -1.552774e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206759 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -15527757.000000 Penalty: 6072.947266
	Iteration 32Q: 3 clusters Score -1.552776e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206779 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -15527807.000000 Penalty: 6072.947266
	Iteration 33Q: 3 clusters Score -1.552781e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206798 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -15527819.000000 Penalty: 6072.947266
	Iteration 34Q: 3 clusters Score -1.552782e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206803 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -15527830.000000 Penalty: 6072.947266
	Iteration 35Q: 3 clusters Score -1.552783e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206810 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -15527845.000000 Penalty: 6072.947266
	Iteration 36Q: 3 clusters Score -1.552784e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206813 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -15527840.000000 Penalty: 6072.947266
	Iteration 37Q: 3 clusters Score -1.552784e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206819 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -15527855.000000 Penalty: 6072.947266
	Iteration 38Q: 3 clusters Score -1.552786e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206815 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -15527857.000000 Penalty: 6072.947266
	Iteration 39Q: 3 clusters Score -1.552786e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206821 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -15527859.000000 Penalty: 6072.947266
	Iteration 40F: 3 clusters Score -1.552786e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206828 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -15527877.000000 Penalty: 6072.947266
	Iteration 41Q: 3 clusters Score -1.552788e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206829 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -15527893.000000 Penalty: 6072.947266
	Iteration 42Q: 3 clusters Score -1.552789e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206827 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -15527910.000000 Penalty: 6072.947266
	Iteration 43Q: 3 clusters Score -1.552791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206824 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -15527917.000000 Penalty: 6072.947266
	Iteration 44Q: 3 clusters Score -1.552792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206816 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -15527932.000000 Penalty: 6072.947266
	Iteration 45Q: 3 clusters Score -1.552793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206817 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -15527943.000000 Penalty: 6072.947266
	Iteration 46Q: 3 clusters Score -1.552794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206816 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -15527958.000000 Penalty: 6072.947266
	Iteration 47Q: 3 clusters Score -1.552796e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206816 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -15527951.000000 Penalty: 6072.947266
	Iteration 48Q: 3 clusters Score -1.552795e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206818 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -15527963.000000 Penalty: 6072.947266
	Iteration 49Q: 3 clusters Score -1.552796e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206822 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -15527965.000000 Penalty: 6072.947266
	Iteration 50Q: 3 clusters Score -1.552796e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206825 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -15527965.000000 Penalty: 6072.947266
	Iteration 51Q: 3 clusters Score -1.552796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206826 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -15527974.000000 Penalty: 6072.947266
	Iteration 52Q: 3 clusters Score -1.552797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206829 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -15527987.000000 Penalty: 6072.947266
	Iteration 53Q: 3 clusters Score -1.552799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206831 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -15527982.000000 Penalty: 6072.947266
	Iteration 54Q: 3 clusters Score -1.552798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206833 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -15527970.000000 Penalty: 6072.947266
	Iteration 55Q: 3 clusters Score -1.552797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206838 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -15527989.000000 Penalty: 6072.947266
	Iteration 56Q: 3 clusters Score -1.552799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206838 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -15527985.000000 Penalty: 6072.947266
	Iteration 57Q: 3 clusters Score -1.552798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206840 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -15527978.000000 Penalty: 6072.947266
	Iteration 58Q: 3 clusters Score -1.552798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206841 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -15527975.000000 Penalty: 6072.947266
	Iteration 59Q: 3 clusters Score -1.552798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206840 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -15527978.000000 Penalty: 6072.947266
	Iteration 60F: 3 clusters Score -1.552798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206839 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -15527981.000000 Penalty: 6072.947266
	Iteration 61Q: 3 clusters Score -1.552798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206839 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -15527981.000000 Penalty: 6072.947266
	Iteration 62F: 3 clusters Score -1.552798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Entering Unmasked Estep 
Score: -956877.875000 Penalty: 2349.593018
	Iteration 0F: 2 clusters Score -956877.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -947348.562500 Penalty: 4699.186035
	Iteration 0F: 3 clusters Score -947348.6 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -950477.937500 Penalty: 4699.186035
	Iteration 1F: 3 clusters Score -950477.9 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -950971.437500 Penalty: 4699.186035
	Iteration 2F: 3 clusters Score -950971.4 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -951479.875000 Penalty: 4699.186035
	Iteration 3F: 3 clusters Score -951479.9 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -951997.250000 Penalty: 4699.186035
	Iteration 4F: 3 clusters Score -951997.2 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -952499.812500 Penalty: 4699.186035
	Iteration 5F: 3 clusters Score -952499.8 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -952945.062500 Penalty: 4699.186035
	Iteration 6F: 3 clusters Score -952945.1 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -953349.750000 Penalty: 4699.186035
	Iteration 7Q: 3 clusters Score -953349.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -953787.750000 Penalty: 4699.186035
	Iteration 8Q: 3 clusters Score -953787.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -954233.312500 Penalty: 4699.186035
	Iteration 9Q: 3 clusters Score -954233.3 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -954627.437500 Penalty: 4699.186035
	Iteration 10Q: 3 clusters Score -954627.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -954869.687500 Penalty: 4699.186035
	Iteration 11Q: 3 clusters Score -954869.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -954984.250000 Penalty: 4699.186035
	Iteration 12Q: 3 clusters Score -954984.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -955053.187500 Penalty: 4699.186035
	Iteration 13Q: 3 clusters Score -955053.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -955091.437500 Penalty: 4699.186035
	Iteration 14Q: 3 clusters Score -955091.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -955112.625000 Penalty: 4699.186035
	Iteration 15Q: 3 clusters Score -955112.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -955130.687500 Penalty: 4699.186035
	Iteration 16Q: 3 clusters Score -955130.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -955143.625000 Penalty: 4699.186035
	Iteration 17Q: 3 clusters Score -955143.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -955150.062500 Penalty: 4699.186035
	Iteration 18Q: 3 clusters Score -955150.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -955150.750000 Penalty: 4699.186035
	Iteration 19Q: 3 clusters Score -955150.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -955155.187500 Penalty: 4699.186035
	Iteration 20F: 3 clusters Score -955155.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -955155.937500 Penalty: 4699.186035
	Iteration 21Q: 3 clusters Score -955155.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -955160.500000 Penalty: 4699.186035
	Iteration 22Q: 3 clusters Score -955160.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -955163.937500 Penalty: 4699.186035
	Iteration 23Q: 3 clusters Score -955163.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -955165.375000 Penalty: 4699.186035
	Iteration 24Q: 3 clusters Score -955165.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -955164.437500 Penalty: 4699.186035
	Iteration 25Q: 3 clusters Score -955164.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -955166.625000 Penalty: 4699.186035
	Iteration 26Q: 3 clusters Score -955166.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -955165.687500 Penalty: 4699.186035
	Iteration 27Q: 3 clusters Score -955165.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -955167.125000 Penalty: 4699.186035
	Iteration 28Q: 3 clusters Score -955167.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -955165.500000 Penalty: 4699.186035
	Iteration 29Q: 3 clusters Score -955165.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -955168.187500 Penalty: 4699.186035
	Iteration 30Q: 3 clusters Score -955168.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -955168.437500 Penalty: 4699.186035
	Iteration 31Q: 3 clusters Score -955168.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -955167.000000 Penalty: 4699.186035
	Iteration 32Q: 3 clusters Score -955167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -955165.625000 Penalty: 4699.186035
	Iteration 33Q: 3 clusters Score -955165.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -955166.750000 Penalty: 4699.186035
	Iteration 34Q: 3 clusters Score -955166.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -955168.187500 Penalty: 4699.186035
	Iteration 35Q: 3 clusters Score -955168.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -955167.312500 Penalty: 4699.186035
	Iteration 36Q: 3 clusters Score -955167.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -955167.312500 Penalty: 4699.186035
	Iteration 37F: 3 clusters Score -955167.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Entering Unmasked Estep 
Score: -434860.468750 Penalty: 2180.815918
	Iteration 0F: 2 clusters Score -434860.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -429428.312500 Penalty: 4361.631836
	Iteration 0F: 3 clusters Score -429428.3 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -433218.625000 Penalty: 4361.631836
	Iteration 1F: 3 clusters Score -433218.6 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -436722.906250 Penalty: 4361.631836
	Iteration 2F: 3 clusters Score -436722.9 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -438480.968750 Penalty: 4361.631836
	Iteration 3F: 3 clusters Score -438481 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -439061.125000 Penalty: 4361.631836
	Iteration 4F: 3 clusters Score -439061.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -439716.968750 Penalty: 4361.631836
	Iteration 5Q: 3 clusters Score -439717 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -441258.031250 Penalty: 4361.631836
	Iteration 6Q: 3 clusters Score -441258 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -442184.031250 Penalty: 4361.631836
	Iteration 7Q: 3 clusters Score -442184 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -442920.562500 Penalty: 4361.631836
	Iteration 8Q: 3 clusters Score -442920.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -443740.718750 Penalty: 4361.631836
	Iteration 9Q: 3 clusters Score -443740.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -444003.968750 Penalty: 4361.631836
	Iteration 10Q: 3 clusters Score -444004 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -444076.125000 Penalty: 4361.631836
	Iteration 11Q: 3 clusters Score -444076.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -444112.031250 Penalty: 4361.631836
	Iteration 12Q: 3 clusters Score -444112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -444131.937500 Penalty: 4361.631836
	Iteration 13Q: 3 clusters Score -444131.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -444142.187500 Penalty: 4361.631836
	Iteration 14Q: 3 clusters Score -444142.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -444146.718750 Penalty: 4361.631836
	Iteration 15Q: 3 clusters Score -444146.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -444148.187500 Penalty: 4361.631836
	Iteration 16Q: 3 clusters Score -444148.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -444150.781250 Penalty: 4361.631836
	Iteration 17Q: 3 clusters Score -444150.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -444149.875000 Penalty: 4361.631836
	Iteration 18Q: 3 clusters Score -444149.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -444149.187500 Penalty: 4361.631836
	Iteration 19Q: 3 clusters Score -444149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -444187.968750 Penalty: 4361.631836
	Iteration 20F: 3 clusters Score -444188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -444226.343750 Penalty: 4361.631836
	Iteration 21Q: 3 clusters Score -444226.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -444246.781250 Penalty: 4361.631836
	Iteration 22Q: 3 clusters Score -444246.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -444260.343750 Penalty: 4361.631836
	Iteration 23Q: 3 clusters Score -444260.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -444267.156250 Penalty: 4361.631836
	Iteration 24Q: 3 clusters Score -444267.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -444272.093750 Penalty: 4361.631836
	Iteration 25Q: 3 clusters Score -444272.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -444276.375000 Penalty: 4361.631836
	Iteration 26Q: 3 clusters Score -444276.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -444278.718750 Penalty: 4361.631836
	Iteration 27Q: 3 clusters Score -444278.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -444279.093750 Penalty: 4361.631836
	Iteration 28Q: 3 clusters Score -444279.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -444279.375000 Penalty: 4361.631836
	Iteration 29Q: 3 clusters Score -444279.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -444279.968750 Penalty: 4361.631836
	Iteration 30Q: 3 clusters Score -444280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -444280.656250 Penalty: 4361.631836
	Iteration 31Q: 3 clusters Score -444280.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -444280.656250 Penalty: 4361.631836
	Iteration 32F: 3 clusters Score -444280.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 82103 members 
Mstep: Class 3 contains 232928 members 
Mstep: Class 4 contains 2820 members 
Mstep: Class 5 contains 2573 members 
Mstep: Class 6 contains 4980 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 36617 members 
Mstep: Class 9 contains 312704 members 
Mstep: Class 10 contains 5898 members 
Mstep: Class 11 contains 13602 members 
Mstep: Class 12 contains 53897 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 9975 members 
Mstep: Class 15 contains 3884 members 
Mstep: Class 16 contains 2898 members 
Mstep: Class 17 contains 7468 members 
Mstep: Class 18 contains 207699 members 
Mstep: Class 19 contains 13019 members 
Mstep: Class 20 contains 3134 members 
Mstep: Class 21 contains 42021 members 
Mstep: Class 22 contains 10889 members 
Mstep: Class 23 contains 14821 members 
Mstep: Class 24 contains 55441 members 
Mstep: Class 25 contains 7919 members 
Mstep: Class 26 contains 17613 members 
Mstep: Class 27 contains 5086 members 
Mstep: Class 28 contains 3956 members 
Mstep: Class 29 contains 27640 members 
Mstep: Class 30 contains 15720 members 
Mstep: Class 31 contains 3533 members 
Mstep: Class 32 contains 2876 members 
Mstep: Class 33 contains 12040 members 
Mstep: Class 34 contains 6770 members 
Mstep: Class 35 contains 114562 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 26874 members 
Mstep: Class 38 contains 31060 members 
Mstep: Class 39 contains 2817 members 
Mstep: Class 40 contains 3458 members 
Entering Unmasked Estep 
Score: -102268272.000000 Penalty: 140500.531250
Splitting cluster 20 changes total score from -102250936.000000 to -102268272.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 21 (42021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Entering Unmasked Estep 
Score: -3122849.250000 Penalty: 2640.189209
	Iteration 0F: 2 clusters Score -3122849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -3094423.000000 Penalty: 5280.378418
	Iteration 0F: 3 clusters Score -3094423 nChanged 19269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -3105452.250000 Penalty: 5280.378418
	Iteration 1F: 3 clusters Score -3105452 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -3106490.750000 Penalty: 5280.378418
	Iteration 2Q: 3 clusters Score -3106491 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -3107842.500000 Penalty: 5280.378418
	Iteration 3F: 3 clusters Score -3107842 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -3109381.500000 Penalty: 5280.378418
	Iteration 4F: 3 clusters Score -3109382 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -3110924.500000 Penalty: 5280.378418
	Iteration 5F: 3 clusters Score -3110924 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -3112447.000000 Penalty: 5280.378418
	Iteration 6F: 3 clusters Score -3112447 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -3114020.500000 Penalty: 5280.378418
	Iteration 7F: 3 clusters Score -3114020 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -3115702.000000 Penalty: 5280.378418
	Iteration 8F: 3 clusters Score -3115702 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -3117403.500000 Penalty: 5280.378418
	Iteration 9F: 3 clusters Score -3117404 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -3118941.750000 Penalty: 5280.378418
	Iteration 10Q: 3 clusters Score -3118942 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -3120179.500000 Penalty: 5280.378418
	Iteration 11Q: 3 clusters Score -3120180 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -3121063.750000 Penalty: 5280.378418
	Iteration 12Q: 3 clusters Score -3121064 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -3121749.000000 Penalty: 5280.378418
	Iteration 13Q: 3 clusters Score -3121749 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -3122228.000000 Penalty: 5280.378418
	Iteration 14Q: 3 clusters Score -3122228 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -3122546.750000 Penalty: 5280.378418
	Iteration 15Q: 3 clusters Score -3122547 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -3122794.250000 Penalty: 5280.378418
	Iteration 16Q: 3 clusters Score -3122794 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -3122948.500000 Penalty: 5280.378418
	Iteration 17Q: 3 clusters Score -3122948 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -3123048.250000 Penalty: 5280.378418
	Iteration 18Q: 3 clusters Score -3123048 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -3123131.500000 Penalty: 5280.378418
	Iteration 19Q: 3 clusters Score -3123132 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -3123186.750000 Penalty: 5280.378418
	Iteration 20F: 3 clusters Score -3123187 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -3123206.000000 Penalty: 5280.378418
	Iteration 21Q: 3 clusters Score -3123206 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -3123235.000000 Penalty: 5280.378418
	Iteration 22Q: 3 clusters Score -3123235 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -3123249.000000 Penalty: 5280.378418
	Iteration 23Q: 3 clusters Score -3123249 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -3123257.250000 Penalty: 5280.378418
	Iteration 24Q: 3 clusters Score -3123257 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -3123262.000000 Penalty: 5280.378418
	Iteration 25Q: 3 clusters Score -3123262 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -3123273.250000 Penalty: 5280.378418
	Iteration 26Q: 3 clusters Score -3123273 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -3123282.750000 Penalty: 5280.378418
	Iteration 27Q: 3 clusters Score -3123283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -3123277.000000 Penalty: 5280.378418
	Iteration 28Q: 3 clusters Score -3123277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -3123274.750000 Penalty: 5280.378418
	Iteration 29Q: 3 clusters Score -3123275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -3123279.500000 Penalty: 5280.378418
	Iteration 30Q: 3 clusters Score -3123280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -3123286.750000 Penalty: 5280.378418
	Iteration 31Q: 3 clusters Score -3123287 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -3123282.500000 Penalty: 5280.378418
	Iteration 32Q: 3 clusters Score -3123282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -3123284.000000 Penalty: 5280.378418
	Iteration 33Q: 3 clusters Score -3123284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -3123285.000000 Penalty: 5280.378418
	Iteration 34Q: 3 clusters Score -3123285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -3123285.250000 Penalty: 5280.378418
	Iteration 35Q: 3 clusters Score -3123285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -3123287.500000 Penalty: 5280.378418
	Iteration 36Q: 3 clusters Score -3123288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -3123288.000000 Penalty: 5280.378418
	Iteration 37Q: 3 clusters Score -3123288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -3123295.250000 Penalty: 5280.378418
	Iteration 38Q: 3 clusters Score -3123295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -3123295.500000 Penalty: 5280.378418
	Iteration 39Q: 3 clusters Score -3123296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -3123290.750000 Penalty: 5280.378418
	Iteration 40F: 3 clusters Score -3123291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -3123293.750000 Penalty: 5280.378418
	Iteration 41Q: 3 clusters Score -3123294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -3123290.000000 Penalty: 5280.378418
	Iteration 42Q: 3 clusters Score -3123290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -3123293.250000 Penalty: 5280.378418
	Iteration 43Q: 3 clusters Score -3123293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -3123294.750000 Penalty: 5280.378418
	Iteration 44Q: 3 clusters Score -3123295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -3123302.500000 Penalty: 5280.378418
	Iteration 45Q: 3 clusters Score -3123302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -3123302.750000 Penalty: 5280.378418
	Iteration 46Q: 3 clusters Score -3123303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -3123303.750000 Penalty: 5280.378418
	Iteration 47Q: 3 clusters Score -3123304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -3123299.250000 Penalty: 5280.378418
	Iteration 48Q: 3 clusters Score -3123299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -3123300.500000 Penalty: 5280.378418
	Iteration 49Q: 3 clusters Score -3123300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -3123304.000000 Penalty: 5280.378418
	Iteration 50Q: 3 clusters Score -3123304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -3123307.250000 Penalty: 5280.378418
	Iteration 51Q: 3 clusters Score -3123307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -3123305.000000 Penalty: 5280.378418
	Iteration 52Q: 3 clusters Score -3123305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -3123308.000000 Penalty: 5280.378418
	Iteration 53Q: 3 clusters Score -3123308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -3123306.000000 Penalty: 5280.378418
	Iteration 54Q: 3 clusters Score -3123306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -3123308.500000 Penalty: 5280.378418
	Iteration 55Q: 3 clusters Score -3123308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -3123310.750000 Penalty: 5280.378418
	Iteration 56Q: 3 clusters Score -3123311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -3123310.750000 Penalty: 5280.378418
	Iteration 57F: 3 clusters Score -3123311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 82103 members 
Mstep: Class 3 contains 232928 members 
Mstep: Class 4 contains 2820 members 
Mstep: Class 5 contains 2573 members 
Mstep: Class 6 contains 4980 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 36617 members 
Mstep: Class 9 contains 312704 members 
Mstep: Class 10 contains 5898 members 
Mstep: Class 11 contains 13602 members 
Mstep: Class 12 contains 53897 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 9975 members 
Mstep: Class 15 contains 3884 members 
Mstep: Class 16 contains 2898 members 
Mstep: Class 17 contains 7468 members 
Mstep: Class 18 contains 207699 members 
Mstep: Class 19 contains 13019 members 
Mstep: Class 20 contains 3134 members 
Mstep: Class 21 contains 35685 members 
Mstep: Class 22 contains 10889 members 
Mstep: Class 23 contains 14821 members 
Mstep: Class 24 contains 55441 members 
Mstep: Class 25 contains 7919 members 
Mstep: Class 26 contains 17613 members 
Mstep: Class 27 contains 5086 members 
Mstep: Class 28 contains 3956 members 
Mstep: Class 29 contains 27640 members 
Mstep: Class 30 contains 15720 members 
Mstep: Class 31 contains 3533 members 
Mstep: Class 32 contains 2876 members 
Mstep: Class 33 contains 12040 members 
Mstep: Class 34 contains 6770 members 
Mstep: Class 35 contains 114562 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 26874 members 
Mstep: Class 38 contains 31060 members 
Mstep: Class 39 contains 2817 members 
Mstep: Class 40 contains 3458 members 
Mstep: Class 41 contains 6336 members 
Entering Unmasked Estep 
Score: -102267752.000000 Penalty: 144013.046875
Splitting cluster 21 changes total score from -102250936.000000 to -102267752.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 22 (10889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Entering Unmasked Estep 
Score: -792797.000000 Penalty: 2305.286133
	Iteration 0F: 2 clusters Score -792797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -784477.625000 Penalty: 4610.572266
	Iteration 0F: 3 clusters Score -784477.6 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -787161.437500 Penalty: 4610.572266
	Iteration 1F: 3 clusters Score -787161.4 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -787819.437500 Penalty: 4610.572266
	Iteration 2F: 3 clusters Score -787819.4 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -788434.125000 Penalty: 4610.572266
	Iteration 3F: 3 clusters Score -788434.1 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -788966.375000 Penalty: 4610.572266
	Iteration 4F: 3 clusters Score -788966.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -789411.437500 Penalty: 4610.572266
	Iteration 5F: 3 clusters Score -789411.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -789802.437500 Penalty: 4610.572266
	Iteration 6Q: 3 clusters Score -789802.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -790181.937500 Penalty: 4610.572266
	Iteration 7Q: 3 clusters Score -790181.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -790534.937500 Penalty: 4610.572266
	Iteration 8Q: 3 clusters Score -790534.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -790825.500000 Penalty: 4610.572266
	Iteration 9Q: 3 clusters Score -790825.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -791047.687500 Penalty: 4610.572266
	Iteration 10Q: 3 clusters Score -791047.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -791218.937500 Penalty: 4610.572266
	Iteration 11Q: 3 clusters Score -791218.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -791311.687500 Penalty: 4610.572266
	Iteration 12Q: 3 clusters Score -791311.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -791381.062500 Penalty: 4610.572266
	Iteration 13Q: 3 clusters Score -791381.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -791427.125000 Penalty: 4610.572266
	Iteration 14Q: 3 clusters Score -791427.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -791458.250000 Penalty: 4610.572266
	Iteration 15Q: 3 clusters Score -791458.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -791480.437500 Penalty: 4610.572266
	Iteration 16Q: 3 clusters Score -791480.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -791499.062500 Penalty: 4610.572266
	Iteration 17Q: 3 clusters Score -791499.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -791510.562500 Penalty: 4610.572266
	Iteration 18Q: 3 clusters Score -791510.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -791519.125000 Penalty: 4610.572266
	Iteration 19Q: 3 clusters Score -791519.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -791525.187500 Penalty: 4610.572266
	Iteration 20F: 3 clusters Score -791525.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -791537.625000 Penalty: 4610.572266
	Iteration 21Q: 3 clusters Score -791537.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -791546.437500 Penalty: 4610.572266
	Iteration 22Q: 3 clusters Score -791546.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -791553.937500 Penalty: 4610.572266
	Iteration 23Q: 3 clusters Score -791553.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -791562.500000 Penalty: 4610.572266
	Iteration 24Q: 3 clusters Score -791562.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -791566.500000 Penalty: 4610.572266
	Iteration 25Q: 3 clusters Score -791566.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -791572.625000 Penalty: 4610.572266
	Iteration 26Q: 3 clusters Score -791572.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -791580.750000 Penalty: 4610.572266
	Iteration 27Q: 3 clusters Score -791580.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -791585.562500 Penalty: 4610.572266
	Iteration 28Q: 3 clusters Score -791585.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -791590.812500 Penalty: 4610.572266
	Iteration 29Q: 3 clusters Score -791590.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -791593.687500 Penalty: 4610.572266
	Iteration 30Q: 3 clusters Score -791593.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -791598.500000 Penalty: 4610.572266
	Iteration 31Q: 3 clusters Score -791598.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -791600.500000 Penalty: 4610.572266
	Iteration 32Q: 3 clusters Score -791600.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -791604.125000 Penalty: 4610.572266
	Iteration 33Q: 3 clusters Score -791604.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -791603.125000 Penalty: 4610.572266
	Iteration 34Q: 3 clusters Score -791603.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -791608.875000 Penalty: 4610.572266
	Iteration 35Q: 3 clusters Score -791608.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -791609.250000 Penalty: 4610.572266
	Iteration 36Q: 3 clusters Score -791609.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -791611.437500 Penalty: 4610.572266
	Iteration 37Q: 3 clusters Score -791611.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -791613.125000 Penalty: 4610.572266
	Iteration 38Q: 3 clusters Score -791613.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -791616.437500 Penalty: 4610.572266
	Iteration 39Q: 3 clusters Score -791616.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -791618.125000 Penalty: 4610.572266
	Iteration 40F: 3 clusters Score -791618.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -791618.875000 Penalty: 4610.572266
	Iteration 41Q: 3 clusters Score -791618.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -791618.812500 Penalty: 4610.572266
	Iteration 42Q: 3 clusters Score -791618.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -791621.625000 Penalty: 4610.572266
	Iteration 43Q: 3 clusters Score -791621.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -791620.187500 Penalty: 4610.572266
	Iteration 44Q: 3 clusters Score -791620.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -791620.687500 Penalty: 4610.572266
	Iteration 45Q: 3 clusters Score -791620.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -791620.625000 Penalty: 4610.572266
	Iteration 46Q: 3 clusters Score -791620.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -791620.625000 Penalty: 4610.572266
	Iteration 47F: 3 clusters Score -791620.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Entering Unmasked Estep 
Score: -1101449.875000 Penalty: 2381.742676
	Iteration 0F: 2 clusters Score -1101450 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 7393 members 
Entering Unmasked Estep 
Score: -1090801.500000 Penalty: 4763.485352
	Iteration 0F: 3 clusters Score -1090802 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1094339.500000 Penalty: 4763.485352
	Iteration 1F: 3 clusters Score -1094340 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1095112.125000 Penalty: 4763.485352
	Iteration 2F: 3 clusters Score -1095112 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1095814.250000 Penalty: 4763.485352
	Iteration 3F: 3 clusters Score -1095814 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1096464.000000 Penalty: 4763.485352
	Iteration 4F: 3 clusters Score -1096464 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1097088.750000 Penalty: 4763.485352
	Iteration 5F: 3 clusters Score -1097089 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1097631.500000 Penalty: 4763.485352
	Iteration 6F: 3 clusters Score -1097632 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1098096.000000 Penalty: 4763.485352
	Iteration 7F: 3 clusters Score -1098096 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1098513.000000 Penalty: 4763.485352
	Iteration 8Q: 3 clusters Score -1098513 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1098873.625000 Penalty: 4763.485352
	Iteration 9Q: 3 clusters Score -1098874 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1099186.750000 Penalty: 4763.485352
	Iteration 10Q: 3 clusters Score -1099187 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1099465.250000 Penalty: 4763.485352
	Iteration 11Q: 3 clusters Score -1099465 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1099722.375000 Penalty: 4763.485352
	Iteration 12Q: 3 clusters Score -1099722 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1099941.750000 Penalty: 4763.485352
	Iteration 13Q: 3 clusters Score -1099942 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1100134.125000 Penalty: 4763.485352
	Iteration 14Q: 3 clusters Score -1100134 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1100283.250000 Penalty: 4763.485352
	Iteration 15Q: 3 clusters Score -1100283 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1100389.375000 Penalty: 4763.485352
	Iteration 16Q: 3 clusters Score -1100389 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1100478.000000 Penalty: 4763.485352
	Iteration 17Q: 3 clusters Score -1100478 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1100535.000000 Penalty: 4763.485352
	Iteration 18Q: 3 clusters Score -1100535 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1100589.375000 Penalty: 4763.485352
	Iteration 19Q: 3 clusters Score -1100589 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1100631.125000 Penalty: 4763.485352
	Iteration 20F: 3 clusters Score -1100631 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1100657.125000 Penalty: 4763.485352
	Iteration 21Q: 3 clusters Score -1100657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1100672.875000 Penalty: 4763.485352
	Iteration 22Q: 3 clusters Score -1100673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1100696.000000 Penalty: 4763.485352
	Iteration 23Q: 3 clusters Score -1100696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1100709.125000 Penalty: 4763.485352
	Iteration 24Q: 3 clusters Score -1100709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1100720.125000 Penalty: 4763.485352
	Iteration 25Q: 3 clusters Score -1100720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1100723.375000 Penalty: 4763.485352
	Iteration 26Q: 3 clusters Score -1100723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1100730.875000 Penalty: 4763.485352
	Iteration 27Q: 3 clusters Score -1100731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1100740.000000 Penalty: 4763.485352
	Iteration 28Q: 3 clusters Score -1100740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1100747.625000 Penalty: 4763.485352
	Iteration 29Q: 3 clusters Score -1100748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1100757.500000 Penalty: 4763.485352
	Iteration 30Q: 3 clusters Score -1100758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1100767.125000 Penalty: 4763.485352
	Iteration 31Q: 3 clusters Score -1100767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1100772.000000 Penalty: 4763.485352
	Iteration 32Q: 3 clusters Score -1100772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1100776.875000 Penalty: 4763.485352
	Iteration 33Q: 3 clusters Score -1100777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1100777.500000 Penalty: 4763.485352
	Iteration 34Q: 3 clusters Score -1100778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1100779.250000 Penalty: 4763.485352
	Iteration 35Q: 3 clusters Score -1100779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1100780.500000 Penalty: 4763.485352
	Iteration 36Q: 3 clusters Score -1100780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1100780.625000 Penalty: 4763.485352
	Iteration 37Q: 3 clusters Score -1100781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1100780.625000 Penalty: 4763.485352
	Iteration 38F: 3 clusters Score -1100781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (55441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Entering Unmasked Estep 
Score: -4203521.500000 Penalty: 2708.922607
	Iteration 0F: 2 clusters Score -4203522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -4166399.250000 Penalty: 5417.845215
	Iteration 0F: 3 clusters Score -4166399 nChanged 25654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -4180738.500000 Penalty: 5417.845215
	Iteration 1F: 3 clusters Score -4180738 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -4181682.500000 Penalty: 5417.845215
	Iteration 2Q: 3 clusters Score -4181682 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -4182804.000000 Penalty: 5417.845215
	Iteration 3Q: 3 clusters Score -4182804 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -4184159.000000 Penalty: 5417.845215
	Iteration 4Q: 3 clusters Score -4184159 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -4185853.250000 Penalty: 5417.845215
	Iteration 5F: 3 clusters Score -4185853 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -4187723.250000 Penalty: 5417.845215
	Iteration 6F: 3 clusters Score -4187723 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -4189344.250000 Penalty: 5417.845215
	Iteration 7F: 3 clusters Score -4189344 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -4190659.250000 Penalty: 5417.845215
	Iteration 8F: 3 clusters Score -4190659 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -4191641.500000 Penalty: 5417.845215
	Iteration 9Q: 3 clusters Score -4191642 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -4192401.000000 Penalty: 5417.845215
	Iteration 10Q: 3 clusters Score -4192401 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -4192981.250000 Penalty: 5417.845215
	Iteration 11Q: 3 clusters Score -4192981 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -4193511.500000 Penalty: 5417.845215
	Iteration 12Q: 3 clusters Score -4193512 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -4194058.750000 Penalty: 5417.845215
	Iteration 13Q: 3 clusters Score -4194059 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -4194552.500000 Penalty: 5417.845215
	Iteration 14Q: 3 clusters Score -4194552 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -4195014.000000 Penalty: 5417.845215
	Iteration 15Q: 3 clusters Score -4195014 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -4195257.500000 Penalty: 5417.845215
	Iteration 16Q: 3 clusters Score -4195258 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -4195454.000000 Penalty: 5417.845215
	Iteration 17Q: 3 clusters Score -4195454 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -4195573.000000 Penalty: 5417.845215
	Iteration 18Q: 3 clusters Score -4195573 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -4195682.000000 Penalty: 5417.845215
	Iteration 19Q: 3 clusters Score -4195682 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -4195808.000000 Penalty: 5417.845215
	Iteration 20F: 3 clusters Score -4195808 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -4195961.000000 Penalty: 5417.845215
	Iteration 21Q: 3 clusters Score -4195961 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -4196088.500000 Penalty: 5417.845215
	Iteration 22Q: 3 clusters Score -4196088 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -4196219.500000 Penalty: 5417.845215
	Iteration 23Q: 3 clusters Score -4196220 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -4196364.500000 Penalty: 5417.845215
	Iteration 24Q: 3 clusters Score -4196364 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -4196543.000000 Penalty: 5417.845215
	Iteration 25Q: 3 clusters Score -4196543 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -4196709.000000 Penalty: 5417.845215
	Iteration 26Q: 3 clusters Score -4196709 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -4196877.500000 Penalty: 5417.845215
	Iteration 27Q: 3 clusters Score -4196878 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -4197051.500000 Penalty: 5417.845215
	Iteration 28Q: 3 clusters Score -4197052 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -4197263.000000 Penalty: 5417.845215
	Iteration 29Q: 3 clusters Score -4197263 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -4197468.000000 Penalty: 5417.845215
	Iteration 30Q: 3 clusters Score -4197468 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -4197647.000000 Penalty: 5417.845215
	Iteration 31Q: 3 clusters Score -4197647 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -4197856.500000 Penalty: 5417.845215
	Iteration 32Q: 3 clusters Score -4197856 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -4198067.500000 Penalty: 5417.845215
	Iteration 33Q: 3 clusters Score -4198068 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -4198307.000000 Penalty: 5417.845215
	Iteration 34Q: 3 clusters Score -4198307 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -4198523.500000 Penalty: 5417.845215
	Iteration 35Q: 3 clusters Score -4198524 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -4198778.000000 Penalty: 5417.845215
	Iteration 36Q: 3 clusters Score -4198778 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -4198990.000000 Penalty: 5417.845215
	Iteration 37Q: 3 clusters Score -4198990 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -4199271.500000 Penalty: 5417.845215
	Iteration 38Q: 3 clusters Score -4199272 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -4199466.500000 Penalty: 5417.845215
	Iteration 39Q: 3 clusters Score -4199466 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -4199682.000000 Penalty: 5417.845215
	Iteration 40F: 3 clusters Score -4199682 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -4199855.000000 Penalty: 5417.845215
	Iteration 41Q: 3 clusters Score -4199855 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -4200006.500000 Penalty: 5417.845215
	Iteration 42Q: 3 clusters Score -4200006 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 47404 members 
Entering Unmasked Estep 
Score: -4200173.000000 Penalty: 5417.845215
	Iteration 43Q: 3 clusters Score -4200173 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 47888 members 
Entering Unmasked Estep 
Score: -4200301.000000 Penalty: 5417.845215
	Iteration 44Q: 3 clusters Score -4200301 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -4200454.000000 Penalty: 5417.845215
	Iteration 45Q: 3 clusters Score -4200454 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -4200562.500000 Penalty: 5417.845215
	Iteration 46Q: 3 clusters Score -4200562 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 49083 members 
Entering Unmasked Estep 
Score: -4200675.500000 Penalty: 5417.845215
	Iteration 47Q: 3 clusters Score -4200676 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
Score: -4200785.000000 Penalty: 5417.845215
	Iteration 48Q: 3 clusters Score -4200785 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -4200885.000000 Penalty: 5417.845215
	Iteration 49Q: 3 clusters Score -4200885 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 50052 members 
Entering Unmasked Estep 
Score: -4200992.000000 Penalty: 5417.845215
	Iteration 50Q: 3 clusters Score -4200992 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -4201078.000000 Penalty: 5417.845215
	Iteration 51Q: 3 clusters Score -4201078 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
Score: -4201154.500000 Penalty: 5417.845215
	Iteration 52Q: 3 clusters Score -4201154 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -4201232.500000 Penalty: 5417.845215
	Iteration 53Q: 3 clusters Score -4201232 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 50994 members 
Entering Unmasked Estep 
Score: -4201311.000000 Penalty: 5417.845215
	Iteration 54Q: 3 clusters Score -4201311 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 51186 members 
Entering Unmasked Estep 
Score: -4201383.500000 Penalty: 5417.845215
	Iteration 55Q: 3 clusters Score -4201384 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -4201438.000000 Penalty: 5417.845215
	Iteration 56Q: 3 clusters Score -4201438 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 51519 members 
Entering Unmasked Estep 
Score: -4201492.000000 Penalty: 5417.845215
	Iteration 57Q: 3 clusters Score -4201492 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -4201558.000000 Penalty: 5417.845215
	Iteration 58Q: 3 clusters Score -4201558 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -4201617.500000 Penalty: 5417.845215
	Iteration 59Q: 3 clusters Score -4201618 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -4201652.000000 Penalty: 5417.845215
	Iteration 60F: 3 clusters Score -4201652 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -4201682.500000 Penalty: 5417.845215
	Iteration 61Q: 3 clusters Score -4201682 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -4201705.500000 Penalty: 5417.845215
	Iteration 62Q: 3 clusters Score -4201706 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -4201720.000000 Penalty: 5417.845215
	Iteration 63Q: 3 clusters Score -4201720 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 52139 members 
Entering Unmasked Estep 
Score: -4201723.500000 Penalty: 5417.845215
	Iteration 64Q: 3 clusters Score -4201724 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -4201732.500000 Penalty: 5417.845215
	Iteration 65Q: 3 clusters Score -4201732 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -4201737.000000 Penalty: 5417.845215
	Iteration 66Q: 3 clusters Score -4201737 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -4201749.500000 Penalty: 5417.845215
	Iteration 67Q: 3 clusters Score -4201750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 52265 members 
Entering Unmasked Estep 
Score: -4201762.500000 Penalty: 5417.845215
	Iteration 68Q: 3 clusters Score -4201762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -4201759.500000 Penalty: 5417.845215
	Iteration 69Q: 3 clusters Score -4201760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 52323 members 
Entering Unmasked Estep 
Score: -4201764.000000 Penalty: 5417.845215
	Iteration 70Q: 3 clusters Score -4201764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -4201762.000000 Penalty: 5417.845215
	Iteration 71Q: 3 clusters Score -4201762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -4201782.000000 Penalty: 5417.845215
	Iteration 72Q: 3 clusters Score -4201782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -4201785.000000 Penalty: 5417.845215
	Iteration 73Q: 3 clusters Score -4201785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 52418 members 
Entering Unmasked Estep 
Score: -4201791.500000 Penalty: 5417.845215
	Iteration 74Q: 3 clusters Score -4201792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 52432 members 
Entering Unmasked Estep 
Score: -4201794.500000 Penalty: 5417.845215
	Iteration 75Q: 3 clusters Score -4201794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 52444 members 
Entering Unmasked Estep 
Score: -4201790.000000 Penalty: 5417.845215
	Iteration 76Q: 3 clusters Score -4201790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 52456 members 
Entering Unmasked Estep 
Score: -4201785.000000 Penalty: 5417.845215
	Iteration 77Q: 3 clusters Score -4201785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -4201788.500000 Penalty: 5417.845215
	Iteration 78Q: 3 clusters Score -4201788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -4201791.500000 Penalty: 5417.845215
	Iteration 79Q: 3 clusters Score -4201792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 52464 members 
Entering Unmasked Estep 
Score: -4201788.500000 Penalty: 5417.845215
	Iteration 80F: 3 clusters Score -4201788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Entering Unmasked Estep 
Score: -571579.125000 Penalty: 2226.301025
	Iteration 0F: 2 clusters Score -571579.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -565157.375000 Penalty: 4452.602051
	Iteration 0F: 3 clusters Score -565157.4 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -566949.187500 Penalty: 4452.602051
	Iteration 1F: 3 clusters Score -566949.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -567316.562500 Penalty: 4452.602051
	Iteration 2F: 3 clusters Score -567316.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -567687.625000 Penalty: 4452.602051
	Iteration 3F: 3 clusters Score -567687.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -568047.375000 Penalty: 4452.602051
	Iteration 4F: 3 clusters Score -568047.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -568631.437500 Penalty: 4452.602051
	Iteration 5F: 3 clusters Score -568631.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -569327.250000 Penalty: 4452.602051
	Iteration 6F: 3 clusters Score -569327.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -569762.625000 Penalty: 4452.602051
	Iteration 7F: 3 clusters Score -569762.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -570154.187500 Penalty: 4452.602051
	Iteration 8F: 3 clusters Score -570154.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -570566.062500 Penalty: 4452.602051
	Iteration 9F: 3 clusters Score -570566.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -570966.625000 Penalty: 4452.602051
	Iteration 10F: 3 clusters Score -570966.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -571312.375000 Penalty: 4452.602051
	Iteration 11Q: 3 clusters Score -571312.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -571560.625000 Penalty: 4452.602051
	Iteration 12Q: 3 clusters Score -571560.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -571745.312500 Penalty: 4452.602051
	Iteration 13Q: 3 clusters Score -571745.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -571878.875000 Penalty: 4452.602051
	Iteration 14Q: 3 clusters Score -571878.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -571987.812500 Penalty: 4452.602051
	Iteration 15Q: 3 clusters Score -571987.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -572130.187500 Penalty: 4452.602051
	Iteration 16Q: 3 clusters Score -572130.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -572244.437500 Penalty: 4452.602051
	Iteration 17Q: 3 clusters Score -572244.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -572331.875000 Penalty: 4452.602051
	Iteration 18Q: 3 clusters Score -572331.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -572382.562500 Penalty: 4452.602051
	Iteration 19Q: 3 clusters Score -572382.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -572417.687500 Penalty: 4452.602051
	Iteration 20F: 3 clusters Score -572417.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -572445.937500 Penalty: 4452.602051
	Iteration 21Q: 3 clusters Score -572445.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -572464.125000 Penalty: 4452.602051
	Iteration 22Q: 3 clusters Score -572464.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -572476.625000 Penalty: 4452.602051
	Iteration 23Q: 3 clusters Score -572476.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -572489.000000 Penalty: 4452.602051
	Iteration 24Q: 3 clusters Score -572489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -572496.062500 Penalty: 4452.602051
	Iteration 25Q: 3 clusters Score -572496.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -572499.375000 Penalty: 4452.602051
	Iteration 26Q: 3 clusters Score -572499.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -572503.500000 Penalty: 4452.602051
	Iteration 27Q: 3 clusters Score -572503.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -572506.750000 Penalty: 4452.602051
	Iteration 28Q: 3 clusters Score -572506.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -572516.187500 Penalty: 4452.602051
	Iteration 29Q: 3 clusters Score -572516.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -572523.625000 Penalty: 4452.602051
	Iteration 30Q: 3 clusters Score -572523.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -572535.000000 Penalty: 4452.602051
	Iteration 31Q: 3 clusters Score -572535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -572540.125000 Penalty: 4452.602051
	Iteration 32Q: 3 clusters Score -572540.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -572549.750000 Penalty: 4452.602051
	Iteration 33Q: 3 clusters Score -572549.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -572559.562500 Penalty: 4452.602051
	Iteration 34Q: 3 clusters Score -572559.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -572570.437500 Penalty: 4452.602051
	Iteration 35Q: 3 clusters Score -572570.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -572585.000000 Penalty: 4452.602051
	Iteration 36Q: 3 clusters Score -572585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -572595.875000 Penalty: 4452.602051
	Iteration 37Q: 3 clusters Score -572595.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -572597.375000 Penalty: 4452.602051
	Iteration 38Q: 3 clusters Score -572597.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -572598.125000 Penalty: 4452.602051
	Iteration 39Q: 3 clusters Score -572598.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -572601.312500 Penalty: 4452.602051
	Iteration 40F: 3 clusters Score -572601.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -572603.500000 Penalty: 4452.602051
	Iteration 41Q: 3 clusters Score -572603.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -572603.687500 Penalty: 4452.602051
	Iteration 42Q: 3 clusters Score -572603.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -572603.687500 Penalty: 4452.602051
	Iteration 43F: 3 clusters Score -572603.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 82103 members 
Mstep: Class 3 contains 232928 members 
Mstep: Class 4 contains 2820 members 
Mstep: Class 5 contains 2573 members 
Mstep: Class 6 contains 4980 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 36617 members 
Mstep: Class 9 contains 312704 members 
Mstep: Class 10 contains 5898 members 
Mstep: Class 11 contains 13602 members 
Mstep: Class 12 contains 53897 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 9975 members 
Mstep: Class 15 contains 3884 members 
Mstep: Class 16 contains 2898 members 
Mstep: Class 17 contains 7468 members 
Mstep: Class 18 contains 207699 members 
Mstep: Class 19 contains 13019 members 
Mstep: Class 20 contains 3134 members 
Mstep: Class 21 contains 35685 members 
Mstep: Class 22 contains 10889 members 
Mstep: Class 23 contains 14821 members 
Mstep: Class 24 contains 55441 members 
Mstep: Class 25 contains 7079 members 
Mstep: Class 26 contains 17613 members 
Mstep: Class 27 contains 5086 members 
Mstep: Class 28 contains 3956 members 
Mstep: Class 29 contains 27640 members 
Mstep: Class 30 contains 15720 members 
Mstep: Class 31 contains 3533 members 
Mstep: Class 32 contains 2876 members 
Mstep: Class 33 contains 12040 members 
Mstep: Class 34 contains 6770 members 
Mstep: Class 35 contains 114562 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 26874 members 
Mstep: Class 38 contains 31060 members 
Mstep: Class 39 contains 2817 members 
Mstep: Class 40 contains 3458 members 
Mstep: Class 41 contains 6336 members 
Mstep: Class 42 contains 840 members 
Entering Unmasked Estep 
Score: -102267544.000000 Penalty: 147525.546875
Splitting cluster 25 changes total score from -102250936.000000 to -102267544.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 26 (17613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Entering Unmasked Estep 
Score: -1156811.125000 Penalty: 2424.545410
	Iteration 0F: 2 clusters Score -1156811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1144358.000000 Penalty: 4849.090820
	Iteration 0F: 3 clusters Score -1144358 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1148623.000000 Penalty: 4849.090820
	Iteration 1F: 3 clusters Score -1148623 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1149302.000000 Penalty: 4849.090820
	Iteration 2F: 3 clusters Score -1149302 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1149985.375000 Penalty: 4849.090820
	Iteration 3F: 3 clusters Score -1149985 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1150671.750000 Penalty: 4849.090820
	Iteration 4F: 3 clusters Score -1150672 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1151289.875000 Penalty: 4849.090820
	Iteration 5F: 3 clusters Score -1151290 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1151781.375000 Penalty: 4849.090820
	Iteration 6F: 3 clusters Score -1151781 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1152156.375000 Penalty: 4849.090820
	Iteration 7Q: 3 clusters Score -1152156 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1152469.875000 Penalty: 4849.090820
	Iteration 8Q: 3 clusters Score -1152470 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1152750.625000 Penalty: 4849.090820
	Iteration 9Q: 3 clusters Score -1152751 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1152986.125000 Penalty: 4849.090820
	Iteration 10Q: 3 clusters Score -1152986 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1153222.125000 Penalty: 4849.090820
	Iteration 11Q: 3 clusters Score -1153222 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1153484.125000 Penalty: 4849.090820
	Iteration 12Q: 3 clusters Score -1153484 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1153709.125000 Penalty: 4849.090820
	Iteration 13Q: 3 clusters Score -1153709 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1153921.750000 Penalty: 4849.090820
	Iteration 14Q: 3 clusters Score -1153922 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1154102.625000 Penalty: 4849.090820
	Iteration 15Q: 3 clusters Score -1154103 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1154271.250000 Penalty: 4849.090820
	Iteration 16Q: 3 clusters Score -1154271 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1154452.625000 Penalty: 4849.090820
	Iteration 17Q: 3 clusters Score -1154453 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1154617.000000 Penalty: 4849.090820
	Iteration 18Q: 3 clusters Score -1154617 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1154778.875000 Penalty: 4849.090820
	Iteration 19Q: 3 clusters Score -1154779 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1154937.500000 Penalty: 4849.090820
	Iteration 20F: 3 clusters Score -1154938 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1155075.625000 Penalty: 4849.090820
	Iteration 21Q: 3 clusters Score -1155076 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -1155180.125000 Penalty: 4849.090820
	Iteration 22Q: 3 clusters Score -1155180 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -1155251.250000 Penalty: 4849.090820
	Iteration 23Q: 3 clusters Score -1155251 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -1155301.250000 Penalty: 4849.090820
	Iteration 24Q: 3 clusters Score -1155301 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -1155355.125000 Penalty: 4849.090820
	Iteration 25Q: 3 clusters Score -1155355 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -1155398.625000 Penalty: 4849.090820
	Iteration 26Q: 3 clusters Score -1155399 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -1155425.625000 Penalty: 4849.090820
	Iteration 27Q: 3 clusters Score -1155426 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -1155445.750000 Penalty: 4849.090820
	Iteration 28Q: 3 clusters Score -1155446 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -1155457.375000 Penalty: 4849.090820
	Iteration 29Q: 3 clusters Score -1155457 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -1155473.750000 Penalty: 4849.090820
	Iteration 30Q: 3 clusters Score -1155474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -1155492.500000 Penalty: 4849.090820
	Iteration 31Q: 3 clusters Score -1155492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1155508.875000 Penalty: 4849.090820
	Iteration 32Q: 3 clusters Score -1155509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -1155516.125000 Penalty: 4849.090820
	Iteration 33Q: 3 clusters Score -1155516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -1155525.625000 Penalty: 4849.090820
	Iteration 34Q: 3 clusters Score -1155526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -1155527.875000 Penalty: 4849.090820
	Iteration 35Q: 3 clusters Score -1155528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -1155532.500000 Penalty: 4849.090820
	Iteration 36Q: 3 clusters Score -1155532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1155540.750000 Penalty: 4849.090820
	Iteration 37Q: 3 clusters Score -1155541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -1155552.125000 Penalty: 4849.090820
	Iteration 38Q: 3 clusters Score -1155552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1155560.250000 Penalty: 4849.090820
	Iteration 39Q: 3 clusters Score -1155560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -1155561.750000 Penalty: 4849.090820
	Iteration 40F: 3 clusters Score -1155562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -1155565.125000 Penalty: 4849.090820
	Iteration 41Q: 3 clusters Score -1155565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -1155570.250000 Penalty: 4849.090820
	Iteration 42Q: 3 clusters Score -1155570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1155574.250000 Penalty: 4849.090820
	Iteration 43Q: 3 clusters Score -1155574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -1155576.250000 Penalty: 4849.090820
	Iteration 44Q: 3 clusters Score -1155576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -1155579.000000 Penalty: 4849.090820
	Iteration 45Q: 3 clusters Score -1155579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -1155579.000000 Penalty: 4849.090820
	Iteration 46F: 3 clusters Score -1155579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -362946.875000 Penalty: 2116.493408
	Iteration 0F: 2 clusters Score -362946.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -358444.593750 Penalty: 4232.986816
	Iteration 0F: 3 clusters Score -358444.6 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -359633.593750 Penalty: 4232.986816
	Iteration 1F: 3 clusters Score -359633.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -359957.687500 Penalty: 4232.986816
	Iteration 2F: 3 clusters Score -359957.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -360291.718750 Penalty: 4232.986816
	Iteration 3F: 3 clusters Score -360291.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -360665.437500 Penalty: 4232.986816
	Iteration 4F: 3 clusters Score -360665.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -361052.281250 Penalty: 4232.986816
	Iteration 5F: 3 clusters Score -361052.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -361406.062500 Penalty: 4232.986816
	Iteration 6F: 3 clusters Score -361406.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -361633.562500 Penalty: 4232.986816
	Iteration 7F: 3 clusters Score -361633.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -361800.343750 Penalty: 4232.986816
	Iteration 8Q: 3 clusters Score -361800.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -361915.406250 Penalty: 4232.986816
	Iteration 9Q: 3 clusters Score -361915.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -361997.156250 Penalty: 4232.986816
	Iteration 10Q: 3 clusters Score -361997.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -362057.687500 Penalty: 4232.986816
	Iteration 11Q: 3 clusters Score -362057.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -362100.187500 Penalty: 4232.986816
	Iteration 12Q: 3 clusters Score -362100.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -362134.718750 Penalty: 4232.986816
	Iteration 13Q: 3 clusters Score -362134.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -362168.218750 Penalty: 4232.986816
	Iteration 14Q: 3 clusters Score -362168.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -362193.031250 Penalty: 4232.986816
	Iteration 15Q: 3 clusters Score -362193 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -362212.156250 Penalty: 4232.986816
	Iteration 16Q: 3 clusters Score -362212.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -362225.000000 Penalty: 4232.986816
	Iteration 17Q: 3 clusters Score -362225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -362234.843750 Penalty: 4232.986816
	Iteration 18Q: 3 clusters Score -362234.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -362242.250000 Penalty: 4232.986816
	Iteration 19Q: 3 clusters Score -362242.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -362247.031250 Penalty: 4232.986816
	Iteration 20F: 3 clusters Score -362247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -362250.687500 Penalty: 4232.986816
	Iteration 21Q: 3 clusters Score -362250.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -362254.437500 Penalty: 4232.986816
	Iteration 22Q: 3 clusters Score -362254.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -362255.937500 Penalty: 4232.986816
	Iteration 23Q: 3 clusters Score -362255.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -362258.156250 Penalty: 4232.986816
	Iteration 24Q: 3 clusters Score -362258.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -362260.656250 Penalty: 4232.986816
	Iteration 25Q: 3 clusters Score -362260.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -362262.531250 Penalty: 4232.986816
	Iteration 26Q: 3 clusters Score -362262.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -362265.781250 Penalty: 4232.986816
	Iteration 27Q: 3 clusters Score -362265.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -362267.875000 Penalty: 4232.986816
	Iteration 28Q: 3 clusters Score -362267.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -362268.906250 Penalty: 4232.986816
	Iteration 29Q: 3 clusters Score -362268.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -362268.968750 Penalty: 4232.986816
	Iteration 30Q: 3 clusters Score -362269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -362269.718750 Penalty: 4232.986816
	Iteration 31Q: 3 clusters Score -362269.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -362271.593750 Penalty: 4232.986816
	Iteration 32Q: 3 clusters Score -362271.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -362271.593750 Penalty: 4232.986816
	Iteration 33F: 3 clusters Score -362271.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Entering Unmasked Estep 
Score: -264637.812500 Penalty: 2054.181152
	Iteration 0F: 2 clusters Score -264637.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -260850.828125 Penalty: 4108.362305
	Iteration 0F: 3 clusters Score -260850.8 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -262157.562500 Penalty: 4108.362305
	Iteration 1F: 3 clusters Score -262157.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -262880.062500 Penalty: 4108.362305
	Iteration 2F: 3 clusters Score -262880.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -263381.843750 Penalty: 4108.362305
	Iteration 3F: 3 clusters Score -263381.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -263719.843750 Penalty: 4108.362305
	Iteration 4F: 3 clusters Score -263719.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -264063.750000 Penalty: 4108.362305
	Iteration 5F: 3 clusters Score -264063.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -264364.406250 Penalty: 4108.362305
	Iteration 6Q: 3 clusters Score -264364.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -264632.031250 Penalty: 4108.362305
	Iteration 7Q: 3 clusters Score -264632 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -264790.312500 Penalty: 4108.362305
	Iteration 8Q: 3 clusters Score -264790.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -264918.250000 Penalty: 4108.362305
	Iteration 9Q: 3 clusters Score -264918.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -265036.000000 Penalty: 4108.362305
	Iteration 10Q: 3 clusters Score -265036 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -265115.562500 Penalty: 4108.362305
	Iteration 11Q: 3 clusters Score -265115.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -265166.406250 Penalty: 4108.362305
	Iteration 12Q: 3 clusters Score -265166.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -265201.750000 Penalty: 4108.362305
	Iteration 13Q: 3 clusters Score -265201.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -265214.718750 Penalty: 4108.362305
	Iteration 14Q: 3 clusters Score -265214.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -265218.781250 Penalty: 4108.362305
	Iteration 15Q: 3 clusters Score -265218.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -265220.406250 Penalty: 4108.362305
	Iteration 16Q: 3 clusters Score -265220.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -265221.281250 Penalty: 4108.362305
	Iteration 17Q: 3 clusters Score -265221.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -265221.406250 Penalty: 4108.362305
	Iteration 18Q: 3 clusters Score -265221.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -265224.531250 Penalty: 4108.362305
	Iteration 19Q: 3 clusters Score -265224.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -265227.187500 Penalty: 4108.362305
	Iteration 20F: 3 clusters Score -265227.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -265229.531250 Penalty: 4108.362305
	Iteration 21Q: 3 clusters Score -265229.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -265230.531250 Penalty: 4108.362305
	Iteration 22Q: 3 clusters Score -265230.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -265231.593750 Penalty: 4108.362305
	Iteration 23Q: 3 clusters Score -265231.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -265231.625000 Penalty: 4108.362305
	Iteration 24Q: 3 clusters Score -265231.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -265231.625000 Penalty: 4108.362305
	Iteration 25F: 3 clusters Score -265231.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 82103 members 
Mstep: Class 3 contains 232928 members 
Mstep: Class 4 contains 2820 members 
Mstep: Class 5 contains 2573 members 
Mstep: Class 6 contains 4980 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 36617 members 
Mstep: Class 9 contains 312704 members 
Mstep: Class 10 contains 5898 members 
Mstep: Class 11 contains 13602 members 
Mstep: Class 12 contains 53897 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 9975 members 
Mstep: Class 15 contains 3884 members 
Mstep: Class 16 contains 2898 members 
Mstep: Class 17 contains 7468 members 
Mstep: Class 18 contains 207699 members 
Mstep: Class 19 contains 13019 members 
Mstep: Class 20 contains 3134 members 
Mstep: Class 21 contains 35685 members 
Mstep: Class 22 contains 10889 members 
Mstep: Class 23 contains 14821 members 
Mstep: Class 24 contains 55441 members 
Mstep: Class 25 contains 7079 members 
Mstep: Class 26 contains 17613 members 
Mstep: Class 27 contains 5086 members 
Mstep: Class 28 contains 1565 members 
Mstep: Class 29 contains 27640 members 
Mstep: Class 30 contains 15720 members 
Mstep: Class 31 contains 3533 members 
Mstep: Class 32 contains 2876 members 
Mstep: Class 33 contains 12040 members 
Mstep: Class 34 contains 6770 members 
Mstep: Class 35 contains 114562 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 26874 members 
Mstep: Class 38 contains 31060 members 
Mstep: Class 39 contains 2817 members 
Mstep: Class 40 contains 3458 members 
Mstep: Class 41 contains 6336 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 2391 members 
Entering Unmasked Estep 
Score: -102266720.000000 Penalty: 151038.062500
Splitting cluster 28 changes total score from -102250936.000000 to -102266720.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 29 (27640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Entering Unmasked Estep 
Score: -2068384.750000 Penalty: 2536.300781
	Iteration 0F: 2 clusters Score -2068385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2049504.625000 Penalty: 5072.601562
	Iteration 0F: 3 clusters Score -2049505 nChanged 12375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2056510.125000 Penalty: 5072.601562
	Iteration 1F: 3 clusters Score -2056510 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2057619.000000 Penalty: 5072.601562
	Iteration 2F: 3 clusters Score -2057619 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2059006.750000 Penalty: 5072.601562
	Iteration 3F: 3 clusters Score -2059007 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2060512.625000 Penalty: 5072.601562
	Iteration 4F: 3 clusters Score -2060513 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2061815.500000 Penalty: 5072.601562
	Iteration 5F: 3 clusters Score -2061816 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2062756.500000 Penalty: 5072.601562
	Iteration 6F: 3 clusters Score -2062756 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2063335.750000 Penalty: 5072.601562
	Iteration 7Q: 3 clusters Score -2063336 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2063676.625000 Penalty: 5072.601562
	Iteration 8Q: 3 clusters Score -2063677 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2063904.875000 Penalty: 5072.601562
	Iteration 9Q: 3 clusters Score -2063905 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2064060.500000 Penalty: 5072.601562
	Iteration 10Q: 3 clusters Score -2064060 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -2064170.375000 Penalty: 5072.601562
	Iteration 11Q: 3 clusters Score -2064170 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2064245.500000 Penalty: 5072.601562
	Iteration 12Q: 3 clusters Score -2064246 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -2064343.125000 Penalty: 5072.601562
	Iteration 13Q: 3 clusters Score -2064343 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2064421.000000 Penalty: 5072.601562
	Iteration 14Q: 3 clusters Score -2064421 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2064500.125000 Penalty: 5072.601562
	Iteration 15Q: 3 clusters Score -2064500 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -2064580.625000 Penalty: 5072.601562
	Iteration 16Q: 3 clusters Score -2064581 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -2064660.250000 Penalty: 5072.601562
	Iteration 17Q: 3 clusters Score -2064660 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -2064743.000000 Penalty: 5072.601562
	Iteration 18Q: 3 clusters Score -2064743 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2064812.250000 Penalty: 5072.601562
	Iteration 19Q: 3 clusters Score -2064812 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2064868.125000 Penalty: 5072.601562
	Iteration 20F: 3 clusters Score -2064868 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -2064948.875000 Penalty: 5072.601562
	Iteration 21Q: 3 clusters Score -2064949 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2065042.000000 Penalty: 5072.601562
	Iteration 22Q: 3 clusters Score -2065042 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2065152.000000 Penalty: 5072.601562
	Iteration 23Q: 3 clusters Score -2065152 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -2065257.875000 Penalty: 5072.601562
	Iteration 24Q: 3 clusters Score -2065258 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -2065360.250000 Penalty: 5072.601562
	Iteration 25Q: 3 clusters Score -2065360 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -2065467.125000 Penalty: 5072.601562
	Iteration 26Q: 3 clusters Score -2065467 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -2065561.125000 Penalty: 5072.601562
	Iteration 27Q: 3 clusters Score -2065561 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -2065666.500000 Penalty: 5072.601562
	Iteration 28Q: 3 clusters Score -2065666 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -2065795.875000 Penalty: 5072.601562
	Iteration 29Q: 3 clusters Score -2065796 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -2065977.125000 Penalty: 5072.601562
	Iteration 30Q: 3 clusters Score -2065977 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -2066158.625000 Penalty: 5072.601562
	Iteration 31Q: 3 clusters Score -2066159 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -2066338.625000 Penalty: 5072.601562
	Iteration 32Q: 3 clusters Score -2066339 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -2066504.125000 Penalty: 5072.601562
	Iteration 33Q: 3 clusters Score -2066504 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -2066646.125000 Penalty: 5072.601562
	Iteration 34Q: 3 clusters Score -2066646 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -2066761.500000 Penalty: 5072.601562
	Iteration 35Q: 3 clusters Score -2066762 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -2066847.500000 Penalty: 5072.601562
	Iteration 36Q: 3 clusters Score -2066848 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -2066908.375000 Penalty: 5072.601562
	Iteration 37Q: 3 clusters Score -2066908 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -2066951.625000 Penalty: 5072.601562
	Iteration 38Q: 3 clusters Score -2066952 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -2066976.125000 Penalty: 5072.601562
	Iteration 39Q: 3 clusters Score -2066976 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -2066985.625000 Penalty: 5072.601562
	Iteration 40F: 3 clusters Score -2066986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -2067002.250000 Penalty: 5072.601562
	Iteration 41Q: 3 clusters Score -2067002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -2067005.250000 Penalty: 5072.601562
	Iteration 42Q: 3 clusters Score -2067005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -2067011.250000 Penalty: 5072.601562
	Iteration 43Q: 3 clusters Score -2067011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -2067014.375000 Penalty: 5072.601562
	Iteration 44Q: 3 clusters Score -2067014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -2067019.125000 Penalty: 5072.601562
	Iteration 45Q: 3 clusters Score -2067019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -2067019.125000 Penalty: 5072.601562
	Iteration 46Q: 3 clusters Score -2067019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -2067019.625000 Penalty: 5072.601562
	Iteration 47Q: 3 clusters Score -2067020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -2067015.875000 Penalty: 5072.601562
	Iteration 48Q: 3 clusters Score -2067016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -2067015.000000 Penalty: 5072.601562
	Iteration 49Q: 3 clusters Score -2067015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -2067018.375000 Penalty: 5072.601562
	Iteration 50Q: 3 clusters Score -2067018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -2067021.625000 Penalty: 5072.601562
	Iteration 51Q: 3 clusters Score -2067022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -2067020.750000 Penalty: 5072.601562
	Iteration 52Q: 3 clusters Score -2067021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -2067024.250000 Penalty: 5072.601562
	Iteration 53Q: 3 clusters Score -2067024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -2067024.875000 Penalty: 5072.601562
	Iteration 54Q: 3 clusters Score -2067025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -2067026.125000 Penalty: 5072.601562
	Iteration 55Q: 3 clusters Score -2067026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -2067024.000000 Penalty: 5072.601562
	Iteration 56Q: 3 clusters Score -2067024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -2067024.250000 Penalty: 5072.601562
	Iteration 57Q: 3 clusters Score -2067024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -2067022.250000 Penalty: 5072.601562
	Iteration 58Q: 3 clusters Score -2067022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -2067024.500000 Penalty: 5072.601562
	Iteration 59Q: 3 clusters Score -2067024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -2067027.500000 Penalty: 5072.601562
	Iteration 60F: 3 clusters Score -2067028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -2067036.875000 Penalty: 5072.601562
	Iteration 61Q: 3 clusters Score -2067037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -2067039.250000 Penalty: 5072.601562
	Iteration 62Q: 3 clusters Score -2067039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -2067043.500000 Penalty: 5072.601562
	Iteration 63Q: 3 clusters Score -2067044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -2067045.500000 Penalty: 5072.601562
	Iteration 64Q: 3 clusters Score -2067046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -2067049.500000 Penalty: 5072.601562
	Iteration 65Q: 3 clusters Score -2067050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -2067048.250000 Penalty: 5072.601562
	Iteration 66Q: 3 clusters Score -2067048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -2067050.500000 Penalty: 5072.601562
	Iteration 67Q: 3 clusters Score -2067050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -2067051.125000 Penalty: 5072.601562
	Iteration 68Q: 3 clusters Score -2067051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -2067051.375000 Penalty: 5072.601562
	Iteration 69Q: 3 clusters Score -2067051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -2067050.625000 Penalty: 5072.601562
	Iteration 70Q: 3 clusters Score -2067051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -2067052.375000 Penalty: 5072.601562
	Iteration 71Q: 3 clusters Score -2067052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -2067055.125000 Penalty: 5072.601562
	Iteration 72Q: 3 clusters Score -2067055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -2067054.125000 Penalty: 5072.601562
	Iteration 73Q: 3 clusters Score -2067054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -2067057.625000 Penalty: 5072.601562
	Iteration 74Q: 3 clusters Score -2067058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -2067059.750000 Penalty: 5072.601562
	Iteration 75Q: 3 clusters Score -2067060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -2067055.250000 Penalty: 5072.601562
	Iteration 76Q: 3 clusters Score -2067055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -2067056.125000 Penalty: 5072.601562
	Iteration 77Q: 3 clusters Score -2067056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -2067056.250000 Penalty: 5072.601562
	Iteration 78Q: 3 clusters Score -2067056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -2067060.375000 Penalty: 5072.601562
	Iteration 79Q: 3 clusters Score -2067060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -2067058.500000 Penalty: 5072.601562
	Iteration 80F: 3 clusters Score -2067058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -2067061.625000 Penalty: 5072.601562
	Iteration 81Q: 3 clusters Score -2067062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -2067065.250000 Penalty: 5072.601562
	Iteration 82Q: 3 clusters Score -2067065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -2067065.500000 Penalty: 5072.601562
	Iteration 83Q: 3 clusters Score -2067066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -2067065.125000 Penalty: 5072.601562
	Iteration 84Q: 3 clusters Score -2067065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -2067065.125000 Penalty: 5072.601562
	Iteration 85F: 3 clusters Score -2067065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Entering Unmasked Estep 
Score: -1172965.250000 Penalty: 2396.346924
	Iteration 0F: 2 clusters Score -1172965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1161665.625000 Penalty: 4792.693848
	Iteration 0F: 3 clusters Score -1161666 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1165591.000000 Penalty: 4792.693848
	Iteration 1F: 3 clusters Score -1165591 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1166218.375000 Penalty: 4792.693848
	Iteration 2F: 3 clusters Score -1166218 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1166823.375000 Penalty: 4792.693848
	Iteration 3F: 3 clusters Score -1166823 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1167386.375000 Penalty: 4792.693848
	Iteration 4F: 3 clusters Score -1167386 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1167799.500000 Penalty: 4792.693848
	Iteration 5F: 3 clusters Score -1167800 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1168131.000000 Penalty: 4792.693848
	Iteration 6Q: 3 clusters Score -1168131 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1168385.625000 Penalty: 4792.693848
	Iteration 7Q: 3 clusters Score -1168386 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1168615.875000 Penalty: 4792.693848
	Iteration 8Q: 3 clusters Score -1168616 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1168836.500000 Penalty: 4792.693848
	Iteration 9Q: 3 clusters Score -1168836 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1169074.125000 Penalty: 4792.693848
	Iteration 10Q: 3 clusters Score -1169074 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1169338.000000 Penalty: 4792.693848
	Iteration 11Q: 3 clusters Score -1169338 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1169583.125000 Penalty: 4792.693848
	Iteration 12Q: 3 clusters Score -1169583 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1169777.625000 Penalty: 4792.693848
	Iteration 13Q: 3 clusters Score -1169778 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1169941.875000 Penalty: 4792.693848
	Iteration 14Q: 3 clusters Score -1169942 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1170082.500000 Penalty: 4792.693848
	Iteration 15Q: 3 clusters Score -1170082 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1170207.250000 Penalty: 4792.693848
	Iteration 16Q: 3 clusters Score -1170207 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1170330.000000 Penalty: 4792.693848
	Iteration 17Q: 3 clusters Score -1170330 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1170443.250000 Penalty: 4792.693848
	Iteration 18Q: 3 clusters Score -1170443 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1170550.125000 Penalty: 4792.693848
	Iteration 19Q: 3 clusters Score -1170550 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1170660.875000 Penalty: 4792.693848
	Iteration 20F: 3 clusters Score -1170661 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1170770.375000 Penalty: 4792.693848
	Iteration 21Q: 3 clusters Score -1170770 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1170898.000000 Penalty: 4792.693848
	Iteration 22Q: 3 clusters Score -1170898 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1171051.875000 Penalty: 4792.693848
	Iteration 23Q: 3 clusters Score -1171052 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1171192.625000 Penalty: 4792.693848
	Iteration 24Q: 3 clusters Score -1171193 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1171321.250000 Penalty: 4792.693848
	Iteration 25Q: 3 clusters Score -1171321 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1171439.875000 Penalty: 4792.693848
	Iteration 26Q: 3 clusters Score -1171440 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1171543.375000 Penalty: 4792.693848
	Iteration 27Q: 3 clusters Score -1171543 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1171647.125000 Penalty: 4792.693848
	Iteration 28Q: 3 clusters Score -1171647 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1171735.250000 Penalty: 4792.693848
	Iteration 29Q: 3 clusters Score -1171735 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1171800.250000 Penalty: 4792.693848
	Iteration 30Q: 3 clusters Score -1171800 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1171835.250000 Penalty: 4792.693848
	Iteration 31Q: 3 clusters Score -1171835 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1171858.375000 Penalty: 4792.693848
	Iteration 32Q: 3 clusters Score -1171858 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1171881.125000 Penalty: 4792.693848
	Iteration 33Q: 3 clusters Score -1171881 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1171897.125000 Penalty: 4792.693848
	Iteration 34Q: 3 clusters Score -1171897 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1171907.750000 Penalty: 4792.693848
	Iteration 35Q: 3 clusters Score -1171908 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1171921.000000 Penalty: 4792.693848
	Iteration 36Q: 3 clusters Score -1171921 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1171932.250000 Penalty: 4792.693848
	Iteration 37Q: 3 clusters Score -1171932 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1171941.375000 Penalty: 4792.693848
	Iteration 38Q: 3 clusters Score -1171941 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1171948.125000 Penalty: 4792.693848
	Iteration 39Q: 3 clusters Score -1171948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1171955.625000 Penalty: 4792.693848
	Iteration 40F: 3 clusters Score -1171956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1171955.625000 Penalty: 4792.693848
	Iteration 41Q: 3 clusters Score -1171956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1171960.250000 Penalty: 4792.693848
	Iteration 42Q: 3 clusters Score -1171960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1171966.375000 Penalty: 4792.693848
	Iteration 43Q: 3 clusters Score -1171966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1171969.125000 Penalty: 4792.693848
	Iteration 44Q: 3 clusters Score -1171969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1171974.750000 Penalty: 4792.693848
	Iteration 45Q: 3 clusters Score -1171975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1171972.875000 Penalty: 4792.693848
	Iteration 46Q: 3 clusters Score -1171973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1171977.750000 Penalty: 4792.693848
	Iteration 47Q: 3 clusters Score -1171978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1171979.250000 Penalty: 4792.693848
	Iteration 48Q: 3 clusters Score -1171979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1171980.375000 Penalty: 4792.693848
	Iteration 49Q: 3 clusters Score -1171980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1171981.875000 Penalty: 4792.693848
	Iteration 50Q: 3 clusters Score -1171982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1171990.375000 Penalty: 4792.693848
	Iteration 51Q: 3 clusters Score -1171990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1171989.750000 Penalty: 4792.693848
	Iteration 52Q: 3 clusters Score -1171990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1171992.875000 Penalty: 4792.693848
	Iteration 53Q: 3 clusters Score -1171993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1171996.875000 Penalty: 4792.693848
	Iteration 54Q: 3 clusters Score -1171997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1171994.250000 Penalty: 4792.693848
	Iteration 55Q: 3 clusters Score -1171994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1172000.875000 Penalty: 4792.693848
	Iteration 56Q: 3 clusters Score -1172001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1172006.375000 Penalty: 4792.693848
	Iteration 57Q: 3 clusters Score -1172006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1172003.875000 Penalty: 4792.693848
	Iteration 58Q: 3 clusters Score -1172004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1172001.375000 Penalty: 4792.693848
	Iteration 59Q: 3 clusters Score -1172001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1172007.500000 Penalty: 4792.693848
	Iteration 60F: 3 clusters Score -1172008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1172007.125000 Penalty: 4792.693848
	Iteration 61Q: 3 clusters Score -1172007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1172006.875000 Penalty: 4792.693848
	Iteration 62Q: 3 clusters Score -1172007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1172008.375000 Penalty: 4792.693848
	Iteration 63Q: 3 clusters Score -1172008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1172006.875000 Penalty: 4792.693848
	Iteration 64Q: 3 clusters Score -1172007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1172009.250000 Penalty: 4792.693848
	Iteration 65Q: 3 clusters Score -1172009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1172008.625000 Penalty: 4792.693848
	Iteration 66Q: 3 clusters Score -1172009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1172008.125000 Penalty: 4792.693848
	Iteration 67Q: 3 clusters Score -1172008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1172010.750000 Penalty: 4792.693848
	Iteration 68Q: 3 clusters Score -1172011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1172010.500000 Penalty: 4792.693848
	Iteration 69Q: 3 clusters Score -1172010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1172011.000000 Penalty: 4792.693848
	Iteration 70Q: 3 clusters Score -1172011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1172010.750000 Penalty: 4792.693848
	Iteration 71Q: 3 clusters Score -1172011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1172012.500000 Penalty: 4792.693848
	Iteration 72Q: 3 clusters Score -1172012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1172012.000000 Penalty: 4792.693848
	Iteration 73Q: 3 clusters Score -1172012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1172014.875000 Penalty: 4792.693848
	Iteration 74Q: 3 clusters Score -1172015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1172016.125000 Penalty: 4792.693848
	Iteration 75Q: 3 clusters Score -1172016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1172015.125000 Penalty: 4792.693848
	Iteration 76Q: 3 clusters Score -1172015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1172015.375000 Penalty: 4792.693848
	Iteration 77Q: 3 clusters Score -1172015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1172017.500000 Penalty: 4792.693848
	Iteration 78Q: 3 clusters Score -1172018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1172020.250000 Penalty: 4792.693848
	Iteration 79Q: 3 clusters Score -1172020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1172019.750000 Penalty: 4792.693848
	Iteration 80F: 3 clusters Score -1172020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1172019.250000 Penalty: 4792.693848
	Iteration 81Q: 3 clusters Score -1172019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1172018.000000 Penalty: 4792.693848
	Iteration 82Q: 3 clusters Score -1172018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1172018.000000 Penalty: 4792.693848
	Iteration 83Q: 3 clusters Score -1172018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1172018.000000 Penalty: 4792.693848
	Iteration 84F: 3 clusters Score -1172018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -185072.531250 Penalty: 2026.135864
	Iteration 0F: 2 clusters Score -185072.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -181631.437500 Penalty: 4052.271729
	Iteration 0F: 3 clusters Score -181631.4 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -183291.984375 Penalty: 4052.271729
	Iteration 1F: 3 clusters Score -183292 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -184457.718750 Penalty: 4052.271729
	Iteration 2F: 3 clusters Score -184457.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -185121.796875 Penalty: 4052.271729
	Iteration 3F: 3 clusters Score -185121.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -185437.906250 Penalty: 4052.271729
	Iteration 4F: 3 clusters Score -185437.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -185574.031250 Penalty: 4052.271729
	Iteration 5Q: 3 clusters Score -185574 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -185639.265625 Penalty: 4052.271729
	Iteration 6Q: 3 clusters Score -185639.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -185677.593750 Penalty: 4052.271729
	Iteration 7Q: 3 clusters Score -185677.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -185702.593750 Penalty: 4052.271729
	Iteration 8Q: 3 clusters Score -185702.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -185711.484375 Penalty: 4052.271729
	Iteration 9Q: 3 clusters Score -185711.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -185716.781250 Penalty: 4052.271729
	Iteration 10Q: 3 clusters Score -185716.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -185723.625000 Penalty: 4052.271729
	Iteration 11Q: 3 clusters Score -185723.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -185731.562500 Penalty: 4052.271729
	Iteration 12Q: 3 clusters Score -185731.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -185742.812500 Penalty: 4052.271729
	Iteration 13Q: 3 clusters Score -185742.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -185749.812500 Penalty: 4052.271729
	Iteration 14Q: 3 clusters Score -185749.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -185757.781250 Penalty: 4052.271729
	Iteration 15Q: 3 clusters Score -185757.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -185763.671875 Penalty: 4052.271729
	Iteration 16Q: 3 clusters Score -185763.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -185766.421875 Penalty: 4052.271729
	Iteration 17Q: 3 clusters Score -185766.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -185767.843750 Penalty: 4052.271729
	Iteration 18Q: 3 clusters Score -185767.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -185770.500000 Penalty: 4052.271729
	Iteration 19Q: 3 clusters Score -185770.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -185772.312500 Penalty: 4052.271729
	Iteration 20F: 3 clusters Score -185772.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -185772.984375 Penalty: 4052.271729
	Iteration 21Q: 3 clusters Score -185773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -185775.453125 Penalty: 4052.271729
	Iteration 22Q: 3 clusters Score -185775.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -185778.015625 Penalty: 4052.271729
	Iteration 23Q: 3 clusters Score -185778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -185783.171875 Penalty: 4052.271729
	Iteration 24Q: 3 clusters Score -185783.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -185790.000000 Penalty: 4052.271729
	Iteration 25Q: 3 clusters Score -185790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -185794.109375 Penalty: 4052.271729
	Iteration 26Q: 3 clusters Score -185794.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -185799.062500 Penalty: 4052.271729
	Iteration 27Q: 3 clusters Score -185799.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -185812.796875 Penalty: 4052.271729
	Iteration 28Q: 3 clusters Score -185812.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -185825.156250 Penalty: 4052.271729
	Iteration 29Q: 3 clusters Score -185825.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -185833.718750 Penalty: 4052.271729
	Iteration 30Q: 3 clusters Score -185833.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -185841.156250 Penalty: 4052.271729
	Iteration 31Q: 3 clusters Score -185841.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -185847.875000 Penalty: 4052.271729
	Iteration 32Q: 3 clusters Score -185847.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -185854.234375 Penalty: 4052.271729
	Iteration 33Q: 3 clusters Score -185854.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -185856.718750 Penalty: 4052.271729
	Iteration 34Q: 3 clusters Score -185856.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -185857.406250 Penalty: 4052.271729
	Iteration 35Q: 3 clusters Score -185857.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -185857.406250 Penalty: 4052.271729
	Iteration 36F: 3 clusters Score -185857.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 82103 members 
Mstep: Class 3 contains 232928 members 
Mstep: Class 4 contains 2820 members 
Mstep: Class 5 contains 2573 members 
Mstep: Class 6 contains 4980 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 36617 members 
Mstep: Class 9 contains 312704 members 
Mstep: Class 10 contains 5898 members 
Mstep: Class 11 contains 13602 members 
Mstep: Class 12 contains 53897 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 9975 members 
Mstep: Class 15 contains 3884 members 
Mstep: Class 16 contains 2898 members 
Mstep: Class 17 contains 7468 members 
Mstep: Class 18 contains 207699 members 
Mstep: Class 19 contains 13019 members 
Mstep: Class 20 contains 3134 members 
Mstep: Class 21 contains 35685 members 
Mstep: Class 22 contains 10889 members 
Mstep: Class 23 contains 14821 members 
Mstep: Class 24 contains 55441 members 
Mstep: Class 25 contains 7079 members 
Mstep: Class 26 contains 17613 members 
Mstep: Class 27 contains 5086 members 
Mstep: Class 28 contains 1565 members 
Mstep: Class 29 contains 27640 members 
Mstep: Class 30 contains 15720 members 
Mstep: Class 31 contains 2509 members 
Mstep: Class 32 contains 2876 members 
Mstep: Class 33 contains 12040 members 
Mstep: Class 34 contains 6770 members 
Mstep: Class 35 contains 114562 members 
Mstep: Class 36 contains 1063 members 
Mstep: Class 37 contains 26874 members 
Mstep: Class 38 contains 31060 members 
Mstep: Class 39 contains 2817 members 
Mstep: Class 40 contains 3458 members 
Mstep: Class 41 contains 6336 members 
Mstep: Class 42 contains 840 members 
Mstep: Class 43 contains 2391 members 
Mstep: Class 44 contains 1024 members 
Entering Unmasked Estep 
Score: -102266280.000000 Penalty: 154550.578125
Splitting cluster 31 changes total score from -102250936.000000 to -102266280.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 32 (2876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Entering Unmasked Estep 
Score: -189464.171875 Penalty: 1975.110596
	Iteration 0F: 2 clusters Score -189464.2 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 1482 members 
Entering Unmasked Estep 
Score: -186267.468750 Penalty: 3950.221191
	Iteration 0F: 3 clusters Score -186267.5 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -187096.125000 Penalty: 3950.221191
	Iteration 1F: 3 clusters Score -187096.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -187452.015625 Penalty: 3950.221191
	Iteration 2F: 3 clusters Score -187452 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -187683.703125 Penalty: 3950.221191
	Iteration 3F: 3 clusters Score -187683.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -187821.890625 Penalty: 3950.221191
	Iteration 4F: 3 clusters Score -187821.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -187914.343750 Penalty: 3950.221191
	Iteration 5Q: 3 clusters Score -187914.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -187982.359375 Penalty: 3950.221191
	Iteration 6Q: 3 clusters Score -187982.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -188037.343750 Penalty: 3950.221191
	Iteration 7Q: 3 clusters Score -188037.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -188066.015625 Penalty: 3950.221191
	Iteration 8Q: 3 clusters Score -188066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -188088.453125 Penalty: 3950.221191
	Iteration 9Q: 3 clusters Score -188088.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -188112.984375 Penalty: 3950.221191
	Iteration 10Q: 3 clusters Score -188113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -188135.593750 Penalty: 3950.221191
	Iteration 11Q: 3 clusters Score -188135.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -188160.828125 Penalty: 3950.221191
	Iteration 12Q: 3 clusters Score -188160.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -188175.937500 Penalty: 3950.221191
	Iteration 13Q: 3 clusters Score -188175.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -188187.687500 Penalty: 3950.221191
	Iteration 14Q: 3 clusters Score -188187.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -188196.109375 Penalty: 3950.221191
	Iteration 15Q: 3 clusters Score -188196.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -188201.375000 Penalty: 3950.221191
	Iteration 16Q: 3 clusters Score -188201.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -188204.500000 Penalty: 3950.221191
	Iteration 17Q: 3 clusters Score -188204.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -188207.562500 Penalty: 3950.221191
	Iteration 18Q: 3 clusters Score -188207.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -188209.265625 Penalty: 3950.221191
	Iteration 19Q: 3 clusters Score -188209.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -188211.328125 Penalty: 3950.221191
	Iteration 20F: 3 clusters Score -188211.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -188216.593750 Penalty: 3950.221191
	Iteration 21Q: 3 clusters Score -188216.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -188217.906250 Penalty: 3950.221191
	Iteration 22Q: 3 clusters Score -188217.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -188219.687500 Penalty: 3950.221191
	Iteration 23Q: 3 clusters Score -188219.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -188219.765625 Penalty: 3950.221191
	Iteration 24Q: 3 clusters Score -188219.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -188219.765625 Penalty: 3950.221191
	Iteration 25F: 3 clusters Score -188219.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Entering Unmasked Estep 
Score: -892941.687500 Penalty: 2330.205322
	Iteration 0F: 2 clusters Score -892941.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -883945.750000 Penalty: 4660.410645
	Iteration 0F: 3 clusters Score -883945.8 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -886656.500000 Penalty: 4660.410645
	Iteration 1F: 3 clusters Score -886656.5 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -887025.000000 Penalty: 4660.410645
	Iteration 2F: 3 clusters Score -887025 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -887349.625000 Penalty: 4660.410645
	Iteration 3F: 3 clusters Score -887349.6 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -887689.062500 Penalty: 4660.410645
	Iteration 4F: 3 clusters Score -887689.1 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -888092.625000 Penalty: 4660.410645
	Iteration 5F: 3 clusters Score -888092.6 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -888534.062500 Penalty: 4660.410645
	Iteration 6F: 3 clusters Score -888534.1 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -888974.812500 Penalty: 4660.410645
	Iteration 7F: 3 clusters Score -888974.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -889388.000000 Penalty: 4660.410645
	Iteration 8Q: 3 clusters Score -889388 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -889737.875000 Penalty: 4660.410645
	Iteration 9Q: 3 clusters Score -889737.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -890021.625000 Penalty: 4660.410645
	Iteration 10Q: 3 clusters Score -890021.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -890211.250000 Penalty: 4660.410645
	Iteration 11Q: 3 clusters Score -890211.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -890353.625000 Penalty: 4660.410645
	Iteration 12Q: 3 clusters Score -890353.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -890459.937500 Penalty: 4660.410645
	Iteration 13Q: 3 clusters Score -890459.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -890546.812500 Penalty: 4660.410645
	Iteration 14Q: 3 clusters Score -890546.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -890615.125000 Penalty: 4660.410645
	Iteration 15Q: 3 clusters Score -890615.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -890666.062500 Penalty: 4660.410645
	Iteration 16Q: 3 clusters Score -890666.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -890701.437500 Penalty: 4660.410645
	Iteration 17Q: 3 clusters Score -890701.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -890734.812500 Penalty: 4660.410645
	Iteration 18Q: 3 clusters Score -890734.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -890771.062500 Penalty: 4660.410645
	Iteration 19Q: 3 clusters Score -890771.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -890796.187500 Penalty: 4660.410645
	Iteration 20F: 3 clusters Score -890796.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -890815.500000 Penalty: 4660.410645
	Iteration 21Q: 3 clusters Score -890815.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -890827.625000 Penalty: 4660.410645
	Iteration 22Q: 3 clusters Score -890827.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -890839.750000 Penalty: 4660.410645
	Iteration 23Q: 3 clusters Score -890839.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -890849.250000 Penalty: 4660.410645
	Iteration 24Q: 3 clusters Score -890849.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -890858.625000 Penalty: 4660.410645
	Iteration 25Q: 3 clusters Score -890858.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -890866.500000 Penalty: 4660.410645
	Iteration 26Q: 3 clusters Score -890866.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -890873.500000 Penalty: 4660.410645
	Iteration 27Q: 3 clusters Score -890873.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -890882.187500 Penalty: 4660.410645
	Iteration 28Q: 3 clusters Score -890882.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -890888.312500 Penalty: 4660.410645
	Iteration 29Q: 3 clusters Score -890888.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -890894.250000 Penalty: 4660.410645
	Iteration 30Q: 3 clusters Score -890894.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -890899.062500 Penalty: 4660.410645
	Iteration 31Q: 3 clusters Score -890899.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -890904.000000 Penalty: 4660.410645
	Iteration 32Q: 3 clusters Score -890904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -890906.500000 Penalty: 4660.410645
	Iteration 33Q: 3 clusters Score -890906.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -890909.750000 Penalty: 4660.410645
	Iteration 34Q: 3 clusters Score -890909.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -890909.937500 Penalty: 4660.410645
	Iteration 35Q: 3 clusters Score -890909.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -890912.187500 Penalty: 4660.410645
	Iteration 36Q: 3 clusters Score -890912.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -890912.250000 Penalty: 4660.410645
	Iteration 37Q: 3 clusters Score -890912.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -890913.625000 Penalty: 4660.410645
	Iteration 38Q: 3 clusters Score -890913.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -890913.625000 Penalty: 4660.410645
	Iteration 39F: 3 clusters Score -890913.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Entering Unmasked Estep 
Score: -496601.593750 Penalty: 2187.423584
	Iteration 0F: 2 clusters Score -496601.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -490959.812500 Penalty: 4374.847168
	Iteration 0F: 3 clusters Score -490959.8 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -492536.093750 Penalty: 4374.847168
	Iteration 1F: 3 clusters Score -492536.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -492869.687500 Penalty: 4374.847168
	Iteration 2F: 3 clusters Score -492869.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -493115.718750 Penalty: 4374.847168
	Iteration 3F: 3 clusters Score -493115.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -493307.875000 Penalty: 4374.847168
	Iteration 4Q: 3 clusters Score -493307.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -493480.375000 Penalty: 4374.847168
	Iteration 5Q: 3 clusters Score -493480.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -493640.843750 Penalty: 4374.847168
	Iteration 6Q: 3 clusters Score -493640.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -493794.437500 Penalty: 4374.847168
	Iteration 7Q: 3 clusters Score -493794.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -493912.656250 Penalty: 4374.847168
	Iteration 8Q: 3 clusters Score -493912.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -494006.343750 Penalty: 4374.847168
	Iteration 9Q: 3 clusters Score -494006.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -494084.531250 Penalty: 4374.847168
	Iteration 10Q: 3 clusters Score -494084.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -494137.812500 Penalty: 4374.847168
	Iteration 11Q: 3 clusters Score -494137.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -494196.500000 Penalty: 4374.847168
	Iteration 12Q: 3 clusters Score -494196.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -494241.750000 Penalty: 4374.847168
	Iteration 13Q: 3 clusters Score -494241.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -494285.562500 Penalty: 4374.847168
	Iteration 14Q: 3 clusters Score -494285.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -494333.093750 Penalty: 4374.847168
	Iteration 15Q: 3 clusters Score -494333.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -494379.218750 Penalty: 4374.847168
	Iteration 16Q: 3 clusters Score -494379.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -494419.406250 Penalty: 4374.847168
	Iteration 17Q: 3 clusters Score -494419.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -494454.718750 Penalty: 4374.847168
	Iteration 18Q: 3 clusters Score -494454.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -494484.093750 Penalty: 4374.847168
	Iteration 19Q: 3 clusters Score -494484.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -494507.250000 Penalty: 4374.847168
	Iteration 20F: 3 clusters Score -494507.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -494525.218750 Penalty: 4374.847168
	Iteration 21Q: 3 clusters Score -494525.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -494538.906250 Penalty: 4374.847168
	Iteration 22Q: 3 clusters Score -494538.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -494548.375000 Penalty: 4374.847168
	Iteration 23Q: 3 clusters Score -494548.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -494557.187500 Penalty: 4374.847168
	Iteration 24Q: 3 clusters Score -494557.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -494568.000000 Penalty: 4374.847168
	Iteration 25Q: 3 clusters Score -494568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -494574.406250 Penalty: 4374.847168
	Iteration 26Q: 3 clusters Score -494574.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -494584.156250 Penalty: 4374.847168
	Iteration 27Q: 3 clusters Score -494584.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -494590.656250 Penalty: 4374.847168
	Iteration 28Q: 3 clusters Score -494590.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -494594.968750 Penalty: 4374.847168
	Iteration 29Q: 3 clusters Score -494595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -494600.093750 Penalty: 4374.847168
	Iteration 30Q: 3 clusters Score -494600.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -494603.843750 Penalty: 4374.847168
	Iteration 31Q: 3 clusters Score -494603.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -494603.250000 Penalty: 4374.847168
	Iteration 32Q: 3 clusters Score -494603.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -494606.218750 Penalty: 4374.847168
	Iteration 33Q: 3 clusters Score -494606.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -494607.500000 Penalty: 4374.847168
	Iteration 34Q: 3 clusters Score -494607.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -494608.625000 Penalty: 4374.847168
	Iteration 35Q: 3 clusters Score -494608.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -494608.906250 Penalty: 4374.847168
	Iteration 36Q: 3 clusters Score -494608.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -494610.312500 Penalty: 4374.847168
	Iteration 37Q: 3 clusters Score -494610.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -494611.437500 Penalty: 4374.847168
	Iteration 38Q: 3 clusters Score -494611.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -494613.625000 Penalty: 4374.847168
	Iteration 39Q: 3 clusters Score -494613.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -494617.093750 Penalty: 4374.847168
	Iteration 40F: 3 clusters Score -494617.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -494618.218750 Penalty: 4374.847168
	Iteration 41Q: 3 clusters Score -494618.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -494619.781250 Penalty: 4374.847168
	Iteration 42Q: 3 clusters Score -494619.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -494623.593750 Penalty: 4374.847168
	Iteration 43Q: 3 clusters Score -494623.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -494625.250000 Penalty: 4374.847168
	Iteration 44Q: 3 clusters Score -494625.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -494627.500000 Penalty: 4374.847168
	Iteration 45Q: 3 clusters Score -494627.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -494629.250000 Penalty: 4374.847168
	Iteration 46Q: 3 clusters Score -494629.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -494631.781250 Penalty: 4374.847168
	Iteration 47Q: 3 clusters Score -494631.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -494633.625000 Penalty: 4374.847168
	Iteration 48Q: 3 clusters Score -494633.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -494636.000000 Penalty: 4374.847168
	Iteration 49Q: 3 clusters Score -494636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -494636.250000 Penalty: 4374.847168
	Iteration 50Q: 3 clusters Score -494636.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -494638.937500 Penalty: 4374.847168
	Iteration 51Q: 3 clusters Score -494638.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -494644.906250 Penalty: 4374.847168
	Iteration 52Q: 3 clusters Score -494644.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -494649.718750 Penalty: 4374.847168
	Iteration 53Q: 3 clusters Score -494649.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -494653.500000 Penalty: 4374.847168
	Iteration 54Q: 3 clusters Score -494653.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -494659.156250 Penalty: 4374.847168
	Iteration 55Q: 3 clusters Score -494659.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -494666.093750 Penalty: 4374.847168
	Iteration 56Q: 3 clusters Score -494666.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -494675.656250 Penalty: 4374.847168
	Iteration 57Q: 3 clusters Score -494675.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -494679.718750 Penalty: 4374.847168
	Iteration 58Q: 3 clusters Score -494679.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -494682.000000 Penalty: 4374.847168
	Iteration 59Q: 3 clusters Score -494682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -494685.218750 Penalty: 4374.847168
	Iteration 60F: 3 clusters Score -494685.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -494686.500000 Penalty: 4374.847168
	Iteration 61Q: 3 clusters Score -494686.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -494687.812500 Penalty: 4374.847168
	Iteration 62Q: 3 clusters Score -494687.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -494688.125000 Penalty: 4374.847168
	Iteration 63Q: 3 clusters Score -494688.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -494689.000000 Penalty: 4374.847168
	Iteration 64Q: 3 clusters Score -494689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -494689.531250 Penalty: 4374.847168
	Iteration 65Q: 3 clusters Score -494689.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -494689.656250 Penalty: 4374.847168
	Iteration 66Q: 3 clusters Score -494689.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -494691.437500 Penalty: 4374.847168
	Iteration 67Q: 3 clusters Score -494691.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -494692.343750 Penalty: 4374.847168
	Iteration 68Q: 3 clusters Score -494692.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -494692.875000 Penalty: 4374.847168
	Iteration 69Q: 3 clusters Score -494692.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -494692.875000 Penalty: 4374.847168
	Iteration 70F: 3 clusters Score -494692.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (114562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114562 members 
Entering Unmasked Estep 
Score: -8730317.000000 Penalty: 2888.920166
	Iteration 0F: 2 clusters Score -8730317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57193 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -8653568.000000 Penalty: 5777.840332
	Iteration 0F: 3 clusters Score -8653568 nChanged 54489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 59980 members 
Entering Unmasked Estep 
Score: -8685327.000000 Penalty: 5777.840332
	Iteration 1F: 3 clusters Score -8685327 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 61877 members 
Entering Unmasked Estep 
Score: -8686678.000000 Penalty: 5777.840332
	Iteration 2Q: 3 clusters Score -8686678 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 64737 members 
Entering Unmasked Estep 
Score: -8688657.000000 Penalty: 5777.840332
	Iteration 3Q: 3 clusters Score -8688657 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 68860 members 
Entering Unmasked Estep 
Score: -8691585.000000 Penalty: 5777.840332
	Iteration 4F: 3 clusters Score -8691585 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 74209 members 
Entering Unmasked Estep 
Score: -8695564.000000 Penalty: 5777.840332
	Iteration 5F: 3 clusters Score -8695564 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 80784 members 
Entering Unmasked Estep 
Score: -8700646.000000 Penalty: 5777.840332
	Iteration 6F: 3 clusters Score -8700646 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 88027 members 
Entering Unmasked Estep 
Score: -8706367.000000 Penalty: 5777.840332
	Iteration 7F: 3 clusters Score -8706367 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -8712138.000000 Penalty: 5777.840332
	Iteration 8F: 3 clusters Score -8712138 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 101541 members 
Entering Unmasked Estep 
Score: -8717460.000000 Penalty: 5777.840332
	Iteration 9F: 3 clusters Score -8717460 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 106583 members 
Entering Unmasked Estep 
Score: -8721747.000000 Penalty: 5777.840332
	Iteration 10Q: 3 clusters Score -8721747 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 110009 members 
Entering Unmasked Estep 
Score: -8724558.000000 Penalty: 5777.840332
	Iteration 11Q: 3 clusters Score -8724558 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 112042 members 
Entering Unmasked Estep 
Score: -8726258.000000 Penalty: 5777.840332
	Iteration 12Q: 3 clusters Score -8726258 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 113023 members 
Entering Unmasked Estep 
Score: -8727068.000000 Penalty: 5777.840332
	Iteration 13Q: 3 clusters Score -8727068 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 113493 members 
Entering Unmasked Estep 
Score: -8727465.000000 Penalty: 5777.840332
	Iteration 14Q: 3 clusters Score -8727465 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 113688 members 
Entering Unmasked Estep 
Score: -8727614.000000 Penalty: 5777.840332
	Iteration 15Q: 3 clusters Score -8727614 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 113790 members 
Entering Unmasked Estep 
Score: -8727720.000000 Penalty: 5777.840332
	Iteration 16Q: 3 clusters Score -8727720 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 113844 members 
Entering Unmasked Estep 
Score: -8727795.000000 Penalty: 5777.840332
	Iteration 17Q: 3 clusters Score -8727795 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 113880 members 
Entering Unmasked Estep 
Score: -8727820.000000 Penalty: 5777.840332
	Iteration 18Q: 3 clusters Score -8727820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 113895 members 
Entering Unmasked Estep 
Score: -8727837.000000 Penalty: 5777.840332
	Iteration 19Q: 3 clusters Score -8727837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 113908 members 
Entering Unmasked Estep 
Score: -8727853.000000 Penalty: 5777.840332
	Iteration 20F: 3 clusters Score -8727853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 113917 members 
Entering Unmasked Estep 
Score: -8727860.000000 Penalty: 5777.840332
	Iteration 21Q: 3 clusters Score -8727860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 113917 members 
Entering Unmasked Estep 
Score: -8727865.000000 Penalty: 5777.840332
	Iteration 22Q: 3 clusters Score -8727865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 113917 members 
Entering Unmasked Estep 
Score: -8727888.000000 Penalty: 5777.840332
	Iteration 23Q: 3 clusters Score -8727888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 113923 members 
Entering Unmasked Estep 
Score: -8727900.000000 Penalty: 5777.840332
	Iteration 24Q: 3 clusters Score -8727900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 113928 members 
Entering Unmasked Estep 
Score: -8727905.000000 Penalty: 5777.840332
	Iteration 25Q: 3 clusters Score -8727905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 113933 members 
Entering Unmasked Estep 
Score: -8727905.000000 Penalty: 5777.840332
	Iteration 26Q: 3 clusters Score -8727905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 113934 members 
Entering Unmasked Estep 
Score: -8727916.000000 Penalty: 5777.840332
	Iteration 27Q: 3 clusters Score -8727916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 113932 members 
Entering Unmasked Estep 
Score: -8727918.000000 Penalty: 5777.840332
	Iteration 28Q: 3 clusters Score -8727918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 113934 members 
Entering Unmasked Estep 
Score: -8727914.000000 Penalty: 5777.840332
	Iteration 29Q: 3 clusters Score -8727914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 113933 members 
Entering Unmasked Estep 
Score: -8727916.000000 Penalty: 5777.840332
	Iteration 30Q: 3 clusters Score -8727916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 113934 members 
Entering Unmasked Estep 
Score: -8727917.000000 Penalty: 5777.840332
	Iteration 31Q: 3 clusters Score -8727917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 113935 members 
Entering Unmasked Estep 
Score: -8727924.000000 Penalty: 5777.840332
	Iteration 32Q: 3 clusters Score -8727924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 113935 members 
Entering Unmasked Estep 
Score: -8727924.000000 Penalty: 5777.840332
	Iteration 33F: 3 clusters Score -8727924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 82103 members 
Mstep: Class 3 contains 232928 members 
Mstep: Class 4 contains 2820 members 
Mstep: Class 5 contains 2573 members 
Mstep: Class 6 contains 4980 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 36617 members 
Mstep: Class 9 contains 312704 members 
Mstep: Class 10 contains 5898 members 
Mstep: Class 11 contains 13602 members 
Mstep: Class 12 contains 53897 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 9975 members 
Mstep: Class 15 contains 3884 members 
Mstep: Class 16 contains 2898 members 
Mstep: Class 17 contains 7468 members 
Mstep: Class 18 contains 207699 members 
Mstep: Class 19 contains 13019 members 
Mstep: Class 20 contains 3134 members 
Mstep: Class 21 contains 35685 members 
Mstep: Class 22 contains 10889 members 
Mstep: Class 23 contains 14821 members 
Mstep: Class 24 contains 55441 members 
Mstep: Class 25 contains 7079 members 
Mstep: Class 26 contains 17613 members 
Mstep: Class 27 contains 5086 members 
Mstep: Class 28 contains 1565 members 
Mstep: Class 29 contains 27640 members 
Mstep: Class 30 contains 15720 members 
Mstep: Class 31 contains 2509 members 
Mstep: Class 32 contains 2876 members 
Mstep: Class 33 contains 12040 members 
Mstep: Class 34 contains 6770 members 
Mstep: Class 35 contains 114562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102270304.000000 Penalty: 154550.578125
Iteration 79Q: 45 clusters Score -1.022703e+08 nChanged 12437
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 81874 members 
Mstep: Class 3 contains 232496 members 
Mstep: Class 4 contains 3017 members 
Mstep: Class 5 contains 2570 members 
Mstep: Class 6 contains 5019 members 
Mstep: Class 7 contains 5184 members 
Mstep: Class 8 contains 36593 members 
Mstep: Class 9 contains 314406 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 13585 members 
Mstep: Class 12 contains 53858 members 
Mstep: Class 13 contains 4130 members 
Mstep: Class 14 contains 10053 members 
Mstep: Class 15 contains 3868 members 
Mstep: Class 16 contains 2900 members 
Mstep: Class 17 contains 7466 members 
Mstep: Class 18 contains 207712 members 
Mstep: Class 19 contains 12961 members 
Mstep: Class 20 contains 3166 members 
Mstep: Class 21 contains 36137 members 
Mstep: Class 22 contains 10925 members 
Mstep: Class 23 contains 14742 members 
Mstep: Class 24 contains 55324 members 
Mstep: Class 25 contains 7378 members 
Mstep: Class 26 contains 17677 members 
Mstep: Class 27 contains 5050 members 
Mstep: Class 28 contains 1590 members 
Mstep: Class 29 contains 27640 members 
Mstep: Class 30 contains 15706 members 
Mstep: Class 31 contains 2754 members 
Mstep: Class 32 contains 3089 members 
Mstep: Class 33 contains 12058 members 
Mstep: Class 34 contains 6709 members 
Mstep: Class 35 contains 114358 members 
Mstep: Class 36 contains 1068 members 
Mstep: Class 37 contains 26867 members 
Mstep: Class 38 contains 29181 members 
Mstep: Class 39 contains 2880 members 
Mstep: Class 40 contains 3311 members 
Mstep: Class 41 contains 6142 members 
Mstep: Class 42 contains 826 members 
Mstep: Class 43 contains 2316 members 
Mstep: Class 44 contains 958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102272896.000000 Penalty: 154550.578125
Iteration 80F: 45 clusters Score -1.022729e+08 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 81620 members 
Mstep: Class 3 contains 231932 members 
Mstep: Class 4 contains 3105 members 
Mstep: Class 5 contains 2565 members 
Mstep: Class 6 contains 5029 members 
Mstep: Class 7 contains 5009 members 
Mstep: Class 8 contains 36548 members 
Mstep: Class 9 contains 315633 members 
Mstep: Class 10 contains 6050 members 
Mstep: Class 11 contains 13479 members 
Mstep: Class 12 contains 53784 members 
Mstep: Class 13 contains 4183 members 
Mstep: Class 14 contains 10116 members 
Mstep: Class 15 contains 3851 members 
Mstep: Class 16 contains 2863 members 
Mstep: Class 17 contains 7465 members 
Mstep: Class 18 contains 207644 members 
Mstep: Class 19 contains 12910 members 
Mstep: Class 20 contains 3149 members 
Mstep: Class 21 contains 36461 members 
Mstep: Class 22 contains 10909 members 
Mstep: Class 23 contains 14667 members 
Mstep: Class 24 contains 55081 members 
Mstep: Class 25 contains 7541 members 
Mstep: Class 26 contains 17687 members 
Mstep: Class 27 contains 5027 members 
Mstep: Class 28 contains 1571 members 
Mstep: Class 29 contains 27630 members 
Mstep: Class 30 contains 15696 members 
Mstep: Class 31 contains 2804 members 
Mstep: Class 32 contains 3144 members 
Mstep: Class 33 contains 12051 members 
Mstep: Class 34 contains 6632 members 
Mstep: Class 35 contains 113989 members 
Mstep: Class 36 contains 1094 members 
Mstep: Class 37 contains 27047 members 
Mstep: Class 38 contains 28943 members 
Mstep: Class 39 contains 2959 members 
Mstep: Class 40 contains 3293 members 
Mstep: Class 41 contains 6288 members 
Mstep: Class 42 contains 850 members 
Mstep: Class 43 contains 2332 members 
Mstep: Class 44 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102273600.000000 Penalty: 154550.578125
Iteration 81Q: 45 clusters Score -1.022736e+08 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 81401 members 
Mstep: Class 3 contains 231445 members 
Mstep: Class 4 contains 3180 members 
Mstep: Class 5 contains 2565 members 
Mstep: Class 6 contains 5052 members 
Mstep: Class 7 contains 4880 members 
Mstep: Class 8 contains 36492 members 
Mstep: Class 9 contains 316526 members 
Mstep: Class 10 contains 6080 members 
Mstep: Class 11 contains 13408 members 
Mstep: Class 12 contains 53707 members 
Mstep: Class 13 contains 4262 members 
Mstep: Class 14 contains 10162 members 
Mstep: Class 15 contains 3847 members 
Mstep: Class 16 contains 2845 members 
Mstep: Class 17 contains 7459 members 
Mstep: Class 18 contains 207580 members 
Mstep: Class 19 contains 12870 members 
Mstep: Class 20 contains 3146 members 
Mstep: Class 21 contains 36752 members 
Mstep: Class 22 contains 10885 members 
Mstep: Class 23 contains 14613 members 
Mstep: Class 24 contains 54906 members 
Mstep: Class 25 contains 7638 members 
Mstep: Class 26 contains 17719 members 
Mstep: Class 27 contains 5015 members 
Mstep: Class 28 contains 1560 members 
Mstep: Class 29 contains 27636 members 
Mstep: Class 30 contains 15692 members 
Mstep: Class 31 contains 2853 members 
Mstep: Class 32 contains 3204 members 
Mstep: Class 33 contains 12045 members 
Mstep: Class 34 contains 6573 members 
Mstep: Class 35 contains 113645 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 27340 members 
Mstep: Class 38 contains 28711 members 
Mstep: Class 39 contains 2977 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 6391 members 
Mstep: Class 42 contains 856 members 
Mstep: Class 43 contains 2339 members 
Mstep: Class 44 contains 989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102274488.000000 Penalty: 154550.578125
Iteration 82Q: 45 clusters Score -1.022745e+08 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 81211 members 
Mstep: Class 3 contains 231047 members 
Mstep: Class 4 contains 3259 members 
Mstep: Class 5 contains 2563 members 
Mstep: Class 6 contains 5073 members 
Mstep: Class 7 contains 4757 members 
Mstep: Class 8 contains 36446 members 
Mstep: Class 9 contains 317265 members 
Mstep: Class 10 contains 6100 members 
Mstep: Class 11 contains 13368 members 
Mstep: Class 12 contains 53641 members 
Mstep: Class 13 contains 4322 members 
Mstep: Class 14 contains 10203 members 
Mstep: Class 15 contains 3847 members 
Mstep: Class 16 contains 2834 members 
Mstep: Class 17 contains 7455 members 
Mstep: Class 18 contains 207503 members 
Mstep: Class 19 contains 12828 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 36991 members 
Mstep: Class 22 contains 10866 members 
Mstep: Class 23 contains 14578 members 
Mstep: Class 24 contains 54756 members 
Mstep: Class 25 contains 7708 members 
Mstep: Class 26 contains 17738 members 
Mstep: Class 27 contains 5008 members 
Mstep: Class 28 contains 1550 members 
Mstep: Class 29 contains 27630 members 
Mstep: Class 30 contains 15683 members 
Mstep: Class 31 contains 2899 members 
Mstep: Class 32 contains 3262 members 
Mstep: Class 33 contains 12043 members 
Mstep: Class 34 contains 6532 members 
Mstep: Class 35 contains 113338 members 
Mstep: Class 36 contains 1124 members 
Mstep: Class 37 contains 27640 members 
Mstep: Class 38 contains 28535 members 
Mstep: Class 39 contains 2989 members 
Mstep: Class 40 contains 3273 members 
Mstep: Class 41 contains 6472 members 
Mstep: Class 42 contains 856 members 
Mstep: Class 43 contains 2335 members 
Mstep: Class 44 contains 992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102274800.000000 Penalty: 154550.578125
Iteration 83Q: 45 clusters Score -1.022748e+08 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 81076 members 
Mstep: Class 3 contains 230672 members 
Mstep: Class 4 contains 3331 members 
Mstep: Class 5 contains 2560 members 
Mstep: Class 6 contains 5083 members 
Mstep: Class 7 contains 4688 members 
Mstep: Class 8 contains 36415 members 
Mstep: Class 9 contains 317895 members 
Mstep: Class 10 contains 6130 members 
Mstep: Class 11 contains 13330 members 
Mstep: Class 12 contains 53574 members 
Mstep: Class 13 contains 4387 members 
Mstep: Class 14 contains 10240 members 
Mstep: Class 15 contains 3847 members 
Mstep: Class 16 contains 2818 members 
Mstep: Class 17 contains 7455 members 
Mstep: Class 18 contains 207424 members 
Mstep: Class 19 contains 12789 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 37199 members 
Mstep: Class 22 contains 10840 members 
Mstep: Class 23 contains 14562 members 
Mstep: Class 24 contains 54602 members 
Mstep: Class 25 contains 7757 members 
Mstep: Class 26 contains 17767 members 
Mstep: Class 27 contains 5007 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 27632 members 
Mstep: Class 30 contains 15679 members 
Mstep: Class 31 contains 2940 members 
Mstep: Class 32 contains 3312 members 
Mstep: Class 33 contains 12041 members 
Mstep: Class 34 contains 6491 members 
Mstep: Class 35 contains 113069 members 
Mstep: Class 36 contains 1138 members 
Mstep: Class 37 contains 27914 members 
Mstep: Class 38 contains 28348 members 
Mstep: Class 39 contains 2994 members 
Mstep: Class 40 contains 3270 members 
Mstep: Class 41 contains 6545 members 
Mstep: Class 42 contains 856 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102275168.000000 Penalty: 154550.578125
Iteration 84Q: 45 clusters Score -1.022752e+08 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 80958 members 
Mstep: Class 3 contains 230347 members 
Mstep: Class 4 contains 3377 members 
Mstep: Class 5 contains 2555 members 
Mstep: Class 6 contains 5095 members 
Mstep: Class 7 contains 4618 members 
Mstep: Class 8 contains 36379 members 
Mstep: Class 9 contains 318463 members 
Mstep: Class 10 contains 6152 members 
Mstep: Class 11 contains 13287 members 
Mstep: Class 12 contains 53523 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 10264 members 
Mstep: Class 15 contains 3849 members 
Mstep: Class 16 contains 2800 members 
Mstep: Class 17 contains 7452 members 
Mstep: Class 18 contains 207358 members 
Mstep: Class 19 contains 12749 members 
Mstep: Class 20 contains 3139 members 
Mstep: Class 21 contains 37363 members 
Mstep: Class 22 contains 10816 members 
Mstep: Class 23 contains 14539 members 
Mstep: Class 24 contains 54459 members 
Mstep: Class 25 contains 7798 members 
Mstep: Class 26 contains 17816 members 
Mstep: Class 27 contains 5004 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 27629 members 
Mstep: Class 30 contains 15692 members 
Mstep: Class 31 contains 2962 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 12046 members 
Mstep: Class 34 contains 6464 members 
Mstep: Class 35 contains 112810 members 
Mstep: Class 36 contains 1144 members 
Mstep: Class 37 contains 28185 members 
Mstep: Class 38 contains 28222 members 
Mstep: Class 39 contains 3002 members 
Mstep: Class 40 contains 3268 members 
Mstep: Class 41 contains 6614 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 2335 members 
Mstep: Class 44 contains 988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102275080.000000 Penalty: 154550.578125
Iteration 85Q: 45 clusters Score -1.022751e+08 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 80854 members 
Mstep: Class 3 contains 230094 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 2553 members 
Mstep: Class 6 contains 5115 members 
Mstep: Class 7 contains 4548 members 
Mstep: Class 8 contains 36341 members 
Mstep: Class 9 contains 318924 members 
Mstep: Class 10 contains 6170 members 
Mstep: Class 11 contains 13263 members 
Mstep: Class 12 contains 53478 members 
Mstep: Class 13 contains 4505 members 
Mstep: Class 14 contains 10282 members 
Mstep: Class 15 contains 3854 members 
Mstep: Class 16 contains 2788 members 
Mstep: Class 17 contains 7453 members 
Mstep: Class 18 contains 207288 members 
Mstep: Class 19 contains 12703 members 
Mstep: Class 20 contains 3139 members 
Mstep: Class 21 contains 37507 members 
Mstep: Class 22 contains 10813 members 
Mstep: Class 23 contains 14524 members 
Mstep: Class 24 contains 54340 members 
Mstep: Class 25 contains 7837 members 
Mstep: Class 26 contains 17864 members 
Mstep: Class 27 contains 5004 members 
Mstep: Class 28 contains 1522 members 
Mstep: Class 29 contains 27615 members 
Mstep: Class 30 contains 15709 members 
Mstep: Class 31 contains 2984 members 
Mstep: Class 32 contains 3381 members 
Mstep: Class 33 contains 12039 members 
Mstep: Class 34 contains 6443 members 
Mstep: Class 35 contains 112547 members 
Mstep: Class 36 contains 1146 members 
Mstep: Class 37 contains 28454 members 
Mstep: Class 38 contains 28084 members 
Mstep: Class 39 contains 3002 members 
Mstep: Class 40 contains 3266 members 
Mstep: Class 41 contains 6672 members 
Mstep: Class 42 contains 858 members 
Mstep: Class 43 contains 2338 members 
Mstep: Class 44 contains 991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102275480.000000 Penalty: 154550.578125
Iteration 86Q: 45 clusters Score -1.022755e+08 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 80773 members 
Mstep: Class 3 contains 229855 members 
Mstep: Class 4 contains 3452 members 
Mstep: Class 5 contains 2551 members 
Mstep: Class 6 contains 5139 members 
Mstep: Class 7 contains 4487 members 
Mstep: Class 8 contains 36299 members 
Mstep: Class 9 contains 319309 members 
Mstep: Class 10 contains 6181 members 
Mstep: Class 11 contains 13257 members 
Mstep: Class 12 contains 53433 members 
Mstep: Class 13 contains 4547 members 
Mstep: Class 14 contains 10294 members 
Mstep: Class 15 contains 3852 members 
Mstep: Class 16 contains 2779 members 
Mstep: Class 17 contains 7455 members 
Mstep: Class 18 contains 207231 members 
Mstep: Class 19 contains 12669 members 
Mstep: Class 20 contains 3138 members 
Mstep: Class 21 contains 37617 members 
Mstep: Class 22 contains 10791 members 
Mstep: Class 23 contains 14508 members 
Mstep: Class 24 contains 54231 members 
Mstep: Class 25 contains 7857 members 
Mstep: Class 26 contains 17895 members 
Mstep: Class 27 contains 5004 members 
Mstep: Class 28 contains 1519 members 
Mstep: Class 29 contains 27606 members 
Mstep: Class 30 contains 15727 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 3416 members 
Mstep: Class 33 contains 12047 members 
Mstep: Class 34 contains 6422 members 
Mstep: Class 35 contains 112314 members 
Mstep: Class 36 contains 1149 members 
Mstep: Class 37 contains 28733 members 
Mstep: Class 38 contains 27968 members 
Mstep: Class 39 contains 3005 members 
Mstep: Class 40 contains 3264 members 
Mstep: Class 41 contains 6739 members 
Mstep: Class 42 contains 858 members 
Mstep: Class 43 contains 2340 members 
Mstep: Class 44 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102275784.000000 Penalty: 154550.578125
Iteration 87Q: 45 clusters Score -1.022758e+08 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 80678 members 
Mstep: Class 3 contains 229621 members 
Mstep: Class 4 contains 3486 members 
Mstep: Class 5 contains 2551 members 
Mstep: Class 6 contains 5161 members 
Mstep: Class 7 contains 4445 members 
Mstep: Class 8 contains 36264 members 
Mstep: Class 9 contains 319656 members 
Mstep: Class 10 contains 6191 members 
Mstep: Class 11 contains 13247 members 
Mstep: Class 12 contains 53393 members 
Mstep: Class 13 contains 4578 members 
Mstep: Class 14 contains 10299 members 
Mstep: Class 15 contains 3853 members 
Mstep: Class 16 contains 2781 members 
Mstep: Class 17 contains 7454 members 
Mstep: Class 18 contains 207176 members 
Mstep: Class 19 contains 12639 members 
Mstep: Class 20 contains 3138 members 
Mstep: Class 21 contains 37729 members 
Mstep: Class 22 contains 10782 members 
Mstep: Class 23 contains 14495 members 
Mstep: Class 24 contains 54124 members 
Mstep: Class 25 contains 7873 members 
Mstep: Class 26 contains 17931 members 
Mstep: Class 27 contains 5003 members 
Mstep: Class 28 contains 1515 members 
Mstep: Class 29 contains 27603 members 
Mstep: Class 30 contains 15746 members 
Mstep: Class 31 contains 3018 members 
Mstep: Class 32 contains 3439 members 
Mstep: Class 33 contains 12053 members 
Mstep: Class 34 contains 6398 members 
Mstep: Class 35 contains 112087 members 
Mstep: Class 36 contains 1152 members 
Mstep: Class 37 contains 29012 members 
Mstep: Class 38 contains 27872 members 
Mstep: Class 39 contains 3006 members 
Mstep: Class 40 contains 3262 members 
Mstep: Class 41 contains 6807 members 
Mstep: Class 42 contains 858 members 
Mstep: Class 43 contains 2343 members 
Mstep: Class 44 contains 999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102275824.000000 Penalty: 154550.578125
Iteration 88Q: 45 clusters Score -1.022758e+08 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 80583 members 
Mstep: Class 3 contains 229420 members 
Mstep: Class 4 contains 3510 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 5180 members 
Mstep: Class 7 contains 4405 members 
Mstep: Class 8 contains 36215 members 
Mstep: Class 9 contains 319955 members 
Mstep: Class 10 contains 6210 members 
Mstep: Class 11 contains 13230 members 
Mstep: Class 12 contains 53370 members 
Mstep: Class 13 contains 4615 members 
Mstep: Class 14 contains 10306 members 
Mstep: Class 15 contains 3853 members 
Mstep: Class 16 contains 2774 members 
Mstep: Class 17 contains 7454 members 
Mstep: Class 18 contains 207128 members 
Mstep: Class 19 contains 12610 members 
Mstep: Class 20 contains 3138 members 
Mstep: Class 21 contains 37824 members 
Mstep: Class 22 contains 10761 members 
Mstep: Class 23 contains 14488 members 
Mstep: Class 24 contains 54000 members 
Mstep: Class 25 contains 7887 members 
Mstep: Class 26 contains 17967 members 
Mstep: Class 27 contains 5002 members 
Mstep: Class 28 contains 1514 members 
Mstep: Class 29 contains 27602 members 
Mstep: Class 30 contains 15768 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 12059 members 
Mstep: Class 34 contains 6372 members 
Mstep: Class 35 contains 111906 members 
Mstep: Class 36 contains 1156 members 
Mstep: Class 37 contains 29287 members 
Mstep: Class 38 contains 27785 members 
Mstep: Class 39 contains 3010 members 
Mstep: Class 40 contains 3259 members 
Mstep: Class 41 contains 6873 members 
Mstep: Class 42 contains 858 members 
Mstep: Class 43 contains 2345 members 
Mstep: Class 44 contains 1000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102275880.000000 Penalty: 154550.578125
Iteration 89Q: 45 clusters Score -1.022759e+08 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 80506 members 
Mstep: Class 3 contains 229230 members 
Mstep: Class 4 contains 3529 members 
Mstep: Class 5 contains 2553 members 
Mstep: Class 6 contains 5210 members 
Mstep: Class 7 contains 4390 members 
Mstep: Class 8 contains 36174 members 
Mstep: Class 9 contains 320249 members 
Mstep: Class 10 contains 6235 members 
Mstep: Class 11 contains 13214 members 
Mstep: Class 12 contains 53346 members 
Mstep: Class 13 contains 4642 members 
Mstep: Class 14 contains 10318 members 
Mstep: Class 15 contains 3853 members 
Mstep: Class 16 contains 2772 members 
Mstep: Class 17 contains 7450 members 
Mstep: Class 18 contains 207096 members 
Mstep: Class 19 contains 12579 members 
Mstep: Class 20 contains 3138 members 
Mstep: Class 21 contains 37870 members 
Mstep: Class 22 contains 10730 members 
Mstep: Class 23 contains 14484 members 
Mstep: Class 24 contains 53882 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 17990 members 
Mstep: Class 27 contains 5002 members 
Mstep: Class 28 contains 1514 members 
Mstep: Class 29 contains 27599 members 
Mstep: Class 30 contains 15780 members 
Mstep: Class 31 contains 3037 members 
Mstep: Class 32 contains 3479 members 
Mstep: Class 33 contains 12064 members 
Mstep: Class 34 contains 6354 members 
Mstep: Class 35 contains 111746 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 29531 members 
Mstep: Class 38 contains 27683 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 3260 members 
Mstep: Class 41 contains 6954 members 
Mstep: Class 42 contains 858 members 
Mstep: Class 43 contains 2346 members 
Mstep: Class 44 contains 998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102275936.000000 Penalty: 154550.578125
Iteration 90Q: 45 clusters Score -1.022759e+08 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 80431 members 
Mstep: Class 3 contains 229053 members 
Mstep: Class 4 contains 3553 members 
Mstep: Class 5 contains 2553 members 
Mstep: Class 6 contains 5241 members 
Mstep: Class 7 contains 4372 members 
Mstep: Class 8 contains 36139 members 
Mstep: Class 9 contains 320476 members 
Mstep: Class 10 contains 6267 members 
Mstep: Class 11 contains 13202 members 
Mstep: Class 12 contains 53316 members 
Mstep: Class 13 contains 4669 members 
Mstep: Class 14 contains 10326 members 
Mstep: Class 15 contains 3853 members 
Mstep: Class 16 contains 2773 members 
Mstep: Class 17 contains 7446 members 
Mstep: Class 18 contains 207064 members 
Mstep: Class 19 contains 12555 members 
Mstep: Class 20 contains 3139 members 
Mstep: Class 21 contains 37907 members 
Mstep: Class 22 contains 10686 members 
Mstep: Class 23 contains 14483 members 
Mstep: Class 24 contains 53765 members 
Mstep: Class 25 contains 7930 members 
Mstep: Class 26 contains 18013 members 
Mstep: Class 27 contains 5002 members 
Mstep: Class 28 contains 1512 members 
Mstep: Class 29 contains 27595 members 
Mstep: Class 30 contains 15809 members 
Mstep: Class 31 contains 3038 members 
Mstep: Class 32 contains 3499 members 
Mstep: Class 33 contains 12073 members 
Mstep: Class 34 contains 6336 members 
Mstep: Class 35 contains 111597 members 
Mstep: Class 36 contains 1160 members 
Mstep: Class 37 contains 29819 members 
Mstep: Class 38 contains 27588 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 3260 members 
Mstep: Class 41 contains 7016 members 
Mstep: Class 42 contains 857 members 
Mstep: Class 43 contains 2347 members 
Mstep: Class 44 contains 998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102275976.000000 Penalty: 154550.578125
Iteration 91Q: 45 clusters Score -1.02276e+08 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 80349 members 
Mstep: Class 3 contains 228917 members 
Mstep: Class 4 contains 3566 members 
Mstep: Class 5 contains 2554 members 
Mstep: Class 6 contains 5265 members 
Mstep: Class 7 contains 4347 members 
Mstep: Class 8 contains 36114 members 
Mstep: Class 9 contains 320661 members 
Mstep: Class 10 contains 6288 members 
Mstep: Class 11 contains 13186 members 
Mstep: Class 12 contains 53295 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 10333 members 
Mstep: Class 15 contains 3854 members 
Mstep: Class 16 contains 2770 members 
Mstep: Class 17 contains 7442 members 
Mstep: Class 18 contains 207037 members 
Mstep: Class 19 contains 12529 members 
Mstep: Class 20 contains 3138 members 
Mstep: Class 21 contains 37918 members 
Mstep: Class 22 contains 10653 members 
Mstep: Class 23 contains 14481 members 
Mstep: Class 24 contains 53681 members 
Mstep: Class 25 contains 7944 members 
Mstep: Class 26 contains 18035 members 
Mstep: Class 27 contains 5000 members 
Mstep: Class 28 contains 1503 members 
Mstep: Class 29 contains 27593 members 
Mstep: Class 30 contains 15818 members 
Mstep: Class 31 contains 3046 members 
Mstep: Class 32 contains 3526 members 
Mstep: Class 33 contains 12081 members 
Mstep: Class 34 contains 6321 members 
Mstep: Class 35 contains 111450 members 
Mstep: Class 36 contains 1161 members 
Mstep: Class 37 contains 30098 members 
Mstep: Class 38 contains 27528 members 
Mstep: Class 39 contains 3016 members 
Mstep: Class 40 contains 3260 members 
Mstep: Class 41 contains 7081 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 2353 members 
Mstep: Class 44 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102276032.000000 Penalty: 154550.578125
Iteration 92Q: 45 clusters Score -1.02276e+08 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 80268 members 
Mstep: Class 3 contains 228792 members 
Mstep: Class 4 contains 3575 members 
Mstep: Class 5 contains 2555 members 
Mstep: Class 6 contains 5283 members 
Mstep: Class 7 contains 4322 members 
Mstep: Class 8 contains 36082 members 
Mstep: Class 9 contains 320843 members 
Mstep: Class 10 contains 6310 members 
Mstep: Class 11 contains 13166 members 
Mstep: Class 12 contains 53271 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 10330 members 
Mstep: Class 15 contains 3855 members 
Mstep: Class 16 contains 2771 members 
Mstep: Class 17 contains 7440 members 
Mstep: Class 18 contains 207008 members 
Mstep: Class 19 contains 12508 members 
Mstep: Class 20 contains 3136 members 
Mstep: Class 21 contains 37927 members 
Mstep: Class 22 contains 10634 members 
Mstep: Class 23 contains 14483 members 
Mstep: Class 24 contains 53608 members 
Mstep: Class 25 contains 7959 members 
Mstep: Class 26 contains 18057 members 
Mstep: Class 27 contains 5000 members 
Mstep: Class 28 contains 1501 members 
Mstep: Class 29 contains 27589 members 
Mstep: Class 30 contains 15826 members 
Mstep: Class 31 contains 3051 members 
Mstep: Class 32 contains 3542 members 
Mstep: Class 33 contains 12090 members 
Mstep: Class 34 contains 6306 members 
Mstep: Class 35 contains 111308 members 
Mstep: Class 36 contains 1161 members 
Mstep: Class 37 contains 30362 members 
Mstep: Class 38 contains 27463 members 
Mstep: Class 39 contains 3020 members 
Mstep: Class 40 contains 3256 members 
Mstep: Class 41 contains 7162 members 
Mstep: Class 42 contains 861 members 
Mstep: Class 43 contains 2356 members 
Mstep: Class 44 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102276168.000000 Penalty: 154550.578125
Iteration 93Q: 45 clusters Score -1.022762e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 80196 members 
Mstep: Class 3 contains 228695 members 
Mstep: Class 4 contains 3592 members 
Mstep: Class 5 contains 2555 members 
Mstep: Class 6 contains 5297 members 
Mstep: Class 7 contains 4292 members 
Mstep: Class 8 contains 36045 members 
Mstep: Class 9 contains 320983 members 
Mstep: Class 10 contains 6325 members 
Mstep: Class 11 contains 13148 members 
Mstep: Class 12 contains 53256 members 
Mstep: Class 13 contains 4712 members 
Mstep: Class 14 contains 10326 members 
Mstep: Class 15 contains 3856 members 
Mstep: Class 16 contains 2764 members 
Mstep: Class 17 contains 7439 members 
Mstep: Class 18 contains 206983 members 
Mstep: Class 19 contains 12489 members 
Mstep: Class 20 contains 3136 members 
Mstep: Class 21 contains 37950 members 
Mstep: Class 22 contains 10627 members 
Mstep: Class 23 contains 14476 members 
Mstep: Class 24 contains 53529 members 
Mstep: Class 25 contains 7975 members 
Mstep: Class 26 contains 18074 members 
Mstep: Class 27 contains 4999 members 
Mstep: Class 28 contains 1497 members 
Mstep: Class 29 contains 27583 members 
Mstep: Class 30 contains 15840 members 
Mstep: Class 31 contains 3053 members 
Mstep: Class 32 contains 3553 members 
Mstep: Class 33 contains 12098 members 
Mstep: Class 34 contains 6293 members 
Mstep: Class 35 contains 111187 members 
Mstep: Class 36 contains 1161 members 
Mstep: Class 37 contains 30609 members 
Mstep: Class 38 contains 27422 members 
Mstep: Class 39 contains 3023 members 
Mstep: Class 40 contains 3255 members 
Mstep: Class 41 contains 7220 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 2358 members 
Mstep: Class 44 contains 1007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102276072.000000 Penalty: 154550.578125
Iteration 94Q: 45 clusters Score -1.022761e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 80146 members 
Mstep: Class 3 contains 228602 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 2557 members 
Mstep: Class 6 contains 5309 members 
Mstep: Class 7 contains 4277 members 
Mstep: Class 8 contains 36013 members 
Mstep: Class 9 contains 321083 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 11 contains 13136 members 
Mstep: Class 12 contains 53229 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 10323 members 
Mstep: Class 15 contains 3857 members 
Mstep: Class 16 contains 2764 members 
Mstep: Class 17 contains 7437 members 
Mstep: Class 18 contains 206964 members 
Mstep: Class 19 contains 12464 members 
Mstep: Class 20 contains 3137 members 
Mstep: Class 21 contains 37962 members 
Mstep: Class 22 contains 10616 members 
Mstep: Class 23 contains 14472 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 7988 members 
Mstep: Class 26 contains 18090 members 
Mstep: Class 27 contains 4998 members 
Mstep: Class 28 contains 1493 members 
Mstep: Class 29 contains 27577 members 
Mstep: Class 30 contains 15851 members 
Mstep: Class 31 contains 3052 members 
Mstep: Class 32 contains 3561 members 
Mstep: Class 33 contains 12098 members 
Mstep: Class 34 contains 6285 members 
Mstep: Class 35 contains 111077 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 30845 members 
Mstep: Class 38 contains 27364 members 
Mstep: Class 39 contains 3024 members 
Mstep: Class 40 contains 3254 members 
Mstep: Class 41 contains 7286 members 
Mstep: Class 42 contains 859 members 
Mstep: Class 43 contains 2360 members 
Mstep: Class 44 contains 1010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102276160.000000 Penalty: 154550.578125
Iteration 95Q: 45 clusters Score -1.022762e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 80102 members 
Mstep: Class 3 contains 228517 members 
Mstep: Class 4 contains 3635 members 
Mstep: Class 5 contains 2558 members 
Mstep: Class 6 contains 5318 members 
Mstep: Class 7 contains 4270 members 
Mstep: Class 8 contains 35975 members 
Mstep: Class 9 contains 321147 members 
Mstep: Class 10 contains 6355 members 
Mstep: Class 11 contains 13123 members 
Mstep: Class 12 contains 53221 members 
Mstep: Class 13 contains 4732 members 
Mstep: Class 14 contains 10318 members 
Mstep: Class 15 contains 3857 members 
Mstep: Class 16 contains 2763 members 
Mstep: Class 17 contains 7434 members 
Mstep: Class 18 contains 206948 members 
Mstep: Class 19 contains 12446 members 
Mstep: Class 20 contains 3138 members 
Mstep: Class 21 contains 37966 members 
Mstep: Class 22 contains 10607 members 
Mstep: Class 23 contains 14469 members 
Mstep: Class 24 contains 53418 members 
Mstep: Class 25 contains 7999 members 
Mstep: Class 26 contains 18099 members 
Mstep: Class 27 contains 4998 members 
Mstep: Class 28 contains 1489 members 
Mstep: Class 29 contains 27572 members 
Mstep: Class 30 contains 15859 members 
Mstep: Class 31 contains 3052 members 
Mstep: Class 32 contains 3572 members 
Mstep: Class 33 contains 12106 members 
Mstep: Class 34 contains 6283 members 
Mstep: Class 35 contains 110974 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 31092 members 
Mstep: Class 38 contains 27309 members 
Mstep: Class 39 contains 3021 members 
Mstep: Class 40 contains 3254 members 
Mstep: Class 41 contains 7347 members 
Mstep: Class 42 contains 858 members 
Mstep: Class 43 contains 2362 members 
Mstep: Class 44 contains 1014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102276408.000000 Penalty: 154550.578125
Iteration 96Q: 45 clusters Score -1.022764e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 80068 members 
Mstep: Class 3 contains 228451 members 
Mstep: Class 4 contains 3652 members 
Mstep: Class 5 contains 2560 members 
Mstep: Class 6 contains 5327 members 
Mstep: Class 7 contains 4258 members 
Mstep: Class 8 contains 35935 members 
Mstep: Class 9 contains 321179 members 
Mstep: Class 10 contains 6368 members 
Mstep: Class 11 contains 13114 members 
Mstep: Class 12 contains 53203 members 
Mstep: Class 13 contains 4740 members 
Mstep: Class 14 contains 10318 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 7437 members 
Mstep: Class 18 contains 206938 members 
Mstep: Class 19 contains 12427 members 
Mstep: Class 20 contains 3138 members 
Mstep: Class 21 contains 37987 members 
Mstep: Class 22 contains 10585 members 
Mstep: Class 23 contains 14459 members 
Mstep: Class 24 contains 53361 members 
Mstep: Class 25 contains 8014 members 
Mstep: Class 26 contains 18108 members 
Mstep: Class 27 contains 4998 members 
Mstep: Class 28 contains 1487 members 
Mstep: Class 29 contains 27564 members 
Mstep: Class 30 contains 15877 members 
Mstep: Class 31 contains 3047 members 
Mstep: Class 32 contains 3585 members 
Mstep: Class 33 contains 12110 members 
Mstep: Class 34 contains 6279 members 
Mstep: Class 35 contains 110882 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 31341 members 
Mstep: Class 38 contains 27248 members 
Mstep: Class 39 contains 3021 members 
Mstep: Class 40 contains 3254 members 
Mstep: Class 41 contains 7401 members 
Mstep: Class 42 contains 856 members 
Mstep: Class 43 contains 2363 members 
Mstep: Class 44 contains 1019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102276568.000000 Penalty: 154550.578125
Iteration 97Q: 45 clusters Score -1.022766e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 80029 members 
Mstep: Class 3 contains 228390 members 
Mstep: Class 4 contains 3666 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 5334 members 
Mstep: Class 7 contains 4255 members 
Mstep: Class 8 contains 35907 members 
Mstep: Class 9 contains 321188 members 
Mstep: Class 10 contains 6388 members 
Mstep: Class 11 contains 13109 members 
Mstep: Class 12 contains 53179 members 
Mstep: Class 13 contains 4747 members 
Mstep: Class 14 contains 10315 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 2755 members 
Mstep: Class 17 contains 7437 members 
Mstep: Class 18 contains 206921 members 
Mstep: Class 19 contains 12407 members 
Mstep: Class 20 contains 3138 members 
Mstep: Class 21 contains 37992 members 
Mstep: Class 22 contains 10555 members 
Mstep: Class 23 contains 14455 members 
Mstep: Class 24 contains 53300 members 
Mstep: Class 25 contains 8023 members 
Mstep: Class 26 contains 18123 members 
Mstep: Class 27 contains 4997 members 
Mstep: Class 28 contains 1485 members 
Mstep: Class 29 contains 27559 members 
Mstep: Class 30 contains 15892 members 
Mstep: Class 31 contains 3048 members 
Mstep: Class 32 contains 3599 members 
Mstep: Class 33 contains 12113 members 
Mstep: Class 34 contains 6273 members 
Mstep: Class 35 contains 110795 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 31610 members 
Mstep: Class 38 contains 27211 members 
Mstep: Class 39 contains 3021 members 
Mstep: Class 40 contains 3254 members 
Mstep: Class 41 contains 7449 members 
Mstep: Class 42 contains 855 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102276648.000000 Penalty: 154550.578125
Iteration 98Q: 45 clusters Score -1.022766e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 80006 members 
Mstep: Class 3 contains 228332 members 
Mstep: Class 4 contains 3675 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 5343 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 35882 members 
Mstep: Class 9 contains 321161 members 
Mstep: Class 10 contains 6415 members 
Mstep: Class 11 contains 13106 members 
Mstep: Class 12 contains 53174 members 
Mstep: Class 13 contains 4755 members 
Mstep: Class 14 contains 10314 members 
Mstep: Class 15 contains 3859 members 
Mstep: Class 16 contains 2752 members 
Mstep: Class 17 contains 7436 members 
Mstep: Class 18 contains 206905 members 
Mstep: Class 19 contains 12376 members 
Mstep: Class 20 contains 3138 members 
Mstep: Class 21 contains 38003 members 
Mstep: Class 22 contains 10520 members 
Mstep: Class 23 contains 14448 members 
Mstep: Class 24 contains 53239 members 
Mstep: Class 25 contains 8022 members 
Mstep: Class 26 contains 18140 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1484 members 
Mstep: Class 29 contains 27559 members 
Mstep: Class 30 contains 15908 members 
Mstep: Class 31 contains 3047 members 
Mstep: Class 32 contains 3611 members 
Mstep: Class 33 contains 12125 members 
Mstep: Class 34 contains 6272 members 
Mstep: Class 35 contains 110706 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 31879 members 
Mstep: Class 38 contains 27170 members 
Mstep: Class 39 contains 3021 members 
Mstep: Class 40 contains 3254 members 
Mstep: Class 41 contains 7500 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102276768.000000 Penalty: 154550.578125
Iteration 99Q: 45 clusters Score -1.022768e+08 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 79955 members 
Mstep: Class 3 contains 228292 members 
Mstep: Class 4 contains 3686 members 
Mstep: Class 5 contains 2562 members 
Mstep: Class 6 contains 5350 members 
Mstep: Class 7 contains 4241 members 
Mstep: Class 8 contains 35861 members 
Mstep: Class 9 contains 321129 members 
Mstep: Class 10 contains 6445 members 
Mstep: Class 11 contains 13098 members 
Mstep: Class 12 contains 53164 members 
Mstep: Class 13 contains 4762 members 
Mstep: Class 14 contains 10320 members 
Mstep: Class 15 contains 3859 members 
Mstep: Class 16 contains 2748 members 
Mstep: Class 17 contains 7435 members 
Mstep: Class 18 contains 206895 members 
Mstep: Class 19 contains 12345 members 
Mstep: Class 20 contains 3138 members 
Mstep: Class 21 contains 38005 members 
Mstep: Class 22 contains 10497 members 
Mstep: Class 23 contains 14445 members 
Mstep: Class 24 contains 53181 members 
Mstep: Class 25 contains 8023 members 
Mstep: Class 26 contains 18147 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1483 members 
Mstep: Class 29 contains 27559 members 
Mstep: Class 30 contains 15923 members 
Mstep: Class 31 contains 3045 members 
Mstep: Class 32 contains 3626 members 
Mstep: Class 33 contains 12126 members 
Mstep: Class 34 contains 6266 members 
Mstep: Class 35 contains 110622 members 
Mstep: Class 36 contains 1164 members 
Mstep: Class 37 contains 32138 members 
Mstep: Class 38 contains 27139 members 
Mstep: Class 39 contains 3020 members 
Mstep: Class 40 contains 3254 members 
Mstep: Class 41 contains 7555 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 2366 members 
Mstep: Class 44 contains 1024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102276848.000000 Penalty: 154550.578125
Iteration 100F: 45 clusters Score -1.022768e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 79897 members 
Mstep: Class 3 contains 228237 members 
Mstep: Class 4 contains 3693 members 
Mstep: Class 5 contains 2562 members 
Mstep: Class 6 contains 5350 members 
Mstep: Class 7 contains 4234 members 
Mstep: Class 8 contains 35844 members 
Mstep: Class 9 contains 321159 members 
Mstep: Class 10 contains 6482 members 
Mstep: Class 11 contains 13094 members 
Mstep: Class 12 contains 53160 members 
Mstep: Class 13 contains 4767 members 
Mstep: Class 14 contains 10308 members 
Mstep: Class 15 contains 3859 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 7431 members 
Mstep: Class 18 contains 206885 members 
Mstep: Class 19 contains 12310 members 
Mstep: Class 20 contains 3138 members 
Mstep: Class 21 contains 38022 members 
Mstep: Class 22 contains 10481 members 
Mstep: Class 23 contains 14442 members 
Mstep: Class 24 contains 53106 members 
Mstep: Class 25 contains 8018 members 
Mstep: Class 26 contains 18154 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1481 members 
Mstep: Class 29 contains 27563 members 
Mstep: Class 30 contains 15958 members 
Mstep: Class 31 contains 3046 members 
Mstep: Class 32 contains 3638 members 
Mstep: Class 33 contains 12125 members 
Mstep: Class 34 contains 6262 members 
Mstep: Class 35 contains 110529 members 
Mstep: Class 36 contains 1166 members 
Mstep: Class 37 contains 32368 members 
Mstep: Class 38 contains 27112 members 
Mstep: Class 39 contains 3020 members 
Mstep: Class 40 contains 3254 members 
Mstep: Class 41 contains 7604 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 2366 members 
Mstep: Class 44 contains 1025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102277040.000000 Penalty: 154550.578125
Iteration 101Q: 45 clusters Score -1.02277e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 79856 members 
Mstep: Class 3 contains 228225 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 2563 members 
Mstep: Class 6 contains 5347 members 
Mstep: Class 7 contains 4230 members 
Mstep: Class 8 contains 35822 members 
Mstep: Class 9 contains 321162 members 
Mstep: Class 10 contains 6516 members 
Mstep: Class 11 contains 13086 members 
Mstep: Class 12 contains 53152 members 
Mstep: Class 13 contains 4773 members 
Mstep: Class 14 contains 10298 members 
Mstep: Class 15 contains 3859 members 
Mstep: Class 16 contains 2740 members 
Mstep: Class 17 contains 7430 members 
Mstep: Class 18 contains 206878 members 
Mstep: Class 19 contains 12279 members 
Mstep: Class 20 contains 3138 members 
Mstep: Class 21 contains 38029 members 
Mstep: Class 22 contains 10454 members 
Mstep: Class 23 contains 14442 members 
Mstep: Class 24 contains 53037 members 
Mstep: Class 25 contains 8021 members 
Mstep: Class 26 contains 18162 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1479 members 
Mstep: Class 29 contains 27563 members 
Mstep: Class 30 contains 15989 members 
Mstep: Class 31 contains 3047 members 
Mstep: Class 32 contains 3646 members 
Mstep: Class 33 contains 12125 members 
Mstep: Class 34 contains 6259 members 
Mstep: Class 35 contains 110433 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 32580 members 
Mstep: Class 38 contains 27080 members 
Mstep: Class 39 contains 3019 members 
Mstep: Class 40 contains 3254 members 
Mstep: Class 41 contains 7659 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 2367 members 
Mstep: Class 44 contains 1026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102277080.000000 Penalty: 154550.578125
Iteration 102Q: 45 clusters Score -1.022771e+08 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 79815 members 
Mstep: Class 3 contains 228199 members 
Mstep: Class 4 contains 3709 members 
Mstep: Class 5 contains 2565 members 
Mstep: Class 6 contains 5343 members 
Mstep: Class 7 contains 4222 members 
Mstep: Class 8 contains 35806 members 
Mstep: Class 9 contains 321126 members 
Mstep: Class 10 contains 6555 members 
Mstep: Class 11 contains 13077 members 
Mstep: Class 12 contains 53145 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 10295 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 2740 members 
Mstep: Class 17 contains 7430 members 
Mstep: Class 18 contains 206877 members 
Mstep: Class 19 contains 12248 members 
Mstep: Class 20 contains 3139 members 
Mstep: Class 21 contains 38028 members 
Mstep: Class 22 contains 10446 members 
Mstep: Class 23 contains 14438 members 
Mstep: Class 24 contains 52987 members 
Mstep: Class 25 contains 8024 members 
Mstep: Class 26 contains 18170 members 
Mstep: Class 27 contains 4997 members 
Mstep: Class 28 contains 1480 members 
Mstep: Class 29 contains 27560 members 
Mstep: Class 30 contains 16013 members 
Mstep: Class 31 contains 3050 members 
Mstep: Class 32 contains 3659 members 
Mstep: Class 33 contains 12128 members 
Mstep: Class 34 contains 6254 members 
Mstep: Class 35 contains 110338 members 
Mstep: Class 36 contains 1169 members 
Mstep: Class 37 contains 32800 members 
Mstep: Class 38 contains 27064 members 
Mstep: Class 39 contains 3019 members 
Mstep: Class 40 contains 3254 members 
Mstep: Class 41 contains 7698 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 2366 members 
Mstep: Class 44 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102277064.000000 Penalty: 154550.578125
Iteration 103Q: 45 clusters Score -1.022771e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 79768 members 
Mstep: Class 3 contains 228171 members 
Mstep: Class 4 contains 3717 members 
Mstep: Class 5 contains 2566 members 
Mstep: Class 6 contains 5344 members 
Mstep: Class 7 contains 4207 members 
Mstep: Class 8 contains 35784 members 
Mstep: Class 9 contains 321096 members 
Mstep: Class 10 contains 6597 members 
Mstep: Class 11 contains 13067 members 
Mstep: Class 12 contains 53134 members 
Mstep: Class 13 contains 4785 members 
Mstep: Class 14 contains 10279 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 2735 members 
Mstep: Class 17 contains 7429 members 
Mstep: Class 18 contains 206879 members 
Mstep: Class 19 contains 12216 members 
Mstep: Class 20 contains 3138 members 
Mstep: Class 21 contains 38028 members 
Mstep: Class 22 contains 10444 members 
Mstep: Class 23 contains 14434 members 
Mstep: Class 24 contains 52933 members 
Mstep: Class 25 contains 8027 members 
Mstep: Class 26 contains 18170 members 
Mstep: Class 27 contains 4998 members 
Mstep: Class 28 contains 1478 members 
Mstep: Class 29 contains 27563 members 
Mstep: Class 30 contains 16020 members 
Mstep: Class 31 contains 3056 members 
Mstep: Class 32 contains 3667 members 
Mstep: Class 33 contains 12132 members 
Mstep: Class 34 contains 6250 members 
Mstep: Class 35 contains 110262 members 
Mstep: Class 36 contains 1170 members 
Mstep: Class 37 contains 33042 members 
Mstep: Class 38 contains 27041 members 
Mstep: Class 39 contains 3019 members 
Mstep: Class 40 contains 3254 members 
Mstep: Class 41 contains 7743 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102277056.000000 Penalty: 154550.578125
Iteration 104Q: 45 clusters Score -1.022771e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 79721 members 
Mstep: Class 3 contains 228134 members 
Mstep: Class 4 contains 3722 members 
Mstep: Class 5 contains 2567 members 
Mstep: Class 6 contains 5342 members 
Mstep: Class 7 contains 4203 members 
Mstep: Class 8 contains 35769 members 
Mstep: Class 9 contains 321097 members 
Mstep: Class 10 contains 6637 members 
Mstep: Class 11 contains 13062 members 
Mstep: Class 12 contains 53140 members 
Mstep: Class 13 contains 4798 members 
Mstep: Class 14 contains 10276 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 2732 members 
Mstep: Class 17 contains 7428 members 
Mstep: Class 18 contains 206878 members 
Mstep: Class 19 contains 12177 members 
Mstep: Class 20 contains 3138 members 
Mstep: Class 21 contains 38023 members 
Mstep: Class 22 contains 10442 members 
Mstep: Class 23 contains 14430 members 
Mstep: Class 24 contains 52887 members 
Mstep: Class 25 contains 8027 members 
Mstep: Class 26 contains 18173 members 
Mstep: Class 27 contains 4999 members 
Mstep: Class 28 contains 1477 members 
Mstep: Class 29 contains 27561 members 
Mstep: Class 30 contains 16013 members 
Mstep: Class 31 contains 3059 members 
Mstep: Class 32 contains 3676 members 
Mstep: Class 33 contains 12138 members 
Mstep: Class 34 contains 6247 members 
Mstep: Class 35 contains 110191 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 33227 members 
Mstep: Class 38 contains 27025 members 
Mstep: Class 39 contains 3018 members 
Mstep: Class 40 contains 3254 members 
Mstep: Class 41 contains 7784 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 2364 members 
Mstep: Class 44 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102276864.000000 Penalty: 154550.578125
Iteration 105Q: 45 clusters Score -1.022769e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 79691 members 
Mstep: Class 3 contains 228101 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 5338 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 35752 members 
Mstep: Class 9 contains 321082 members 
Mstep: Class 10 contains 6686 members 
Mstep: Class 11 contains 13048 members 
Mstep: Class 12 contains 53146 members 
Mstep: Class 13 contains 4808 members 
Mstep: Class 14 contains 10272 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 2731 members 
Mstep: Class 17 contains 7430 members 
Mstep: Class 18 contains 206881 members 
Mstep: Class 19 contains 12118 members 
Mstep: Class 20 contains 3139 members 
Mstep: Class 21 contains 38014 members 
Mstep: Class 22 contains 10437 members 
Mstep: Class 23 contains 14423 members 
Mstep: Class 24 contains 52850 members 
Mstep: Class 25 contains 8033 members 
Mstep: Class 26 contains 18171 members 
Mstep: Class 27 contains 5000 members 
Mstep: Class 28 contains 1476 members 
Mstep: Class 29 contains 27559 members 
Mstep: Class 30 contains 16003 members 
Mstep: Class 31 contains 3061 members 
Mstep: Class 32 contains 3688 members 
Mstep: Class 33 contains 12145 members 
Mstep: Class 34 contains 6244 members 
Mstep: Class 35 contains 110127 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 33419 members 
Mstep: Class 38 contains 27018 members 
Mstep: Class 39 contains 3018 members 
Mstep: Class 40 contains 3254 members 
Mstep: Class 41 contains 7821 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 2362 members 
Mstep: Class 44 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102276744.000000 Penalty: 154550.578125
Iteration 106Q: 45 clusters Score -1.022767e+08 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 79653 members 
Mstep: Class 3 contains 228061 members 
Mstep: Class 4 contains 3735 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 5338 members 
Mstep: Class 7 contains 4182 members 
Mstep: Class 8 contains 35720 members 
Mstep: Class 9 contains 321105 members 
Mstep: Class 10 contains 6742 members 
Mstep: Class 11 contains 13041 members 
Mstep: Class 12 contains 53153 members 
Mstep: Class 13 contains 4816 members 
Mstep: Class 14 contains 10259 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 2730 members 
Mstep: Class 17 contains 7429 members 
Mstep: Class 18 contains 206874 members 
Mstep: Class 19 contains 12053 members 
Mstep: Class 20 contains 3140 members 
Mstep: Class 21 contains 38010 members 
Mstep: Class 22 contains 10442 members 
Mstep: Class 23 contains 14420 members 
Mstep: Class 24 contains 52805 members 
Mstep: Class 25 contains 8035 members 
Mstep: Class 26 contains 18176 members 
Mstep: Class 27 contains 5000 members 
Mstep: Class 28 contains 1476 members 
Mstep: Class 29 contains 27557 members 
Mstep: Class 30 contains 15991 members 
Mstep: Class 31 contains 3063 members 
Mstep: Class 32 contains 3695 members 
Mstep: Class 33 contains 12148 members 
Mstep: Class 34 contains 6242 members 
Mstep: Class 35 contains 110075 members 
Mstep: Class 36 contains 1175 members 
Mstep: Class 37 contains 33590 members 
Mstep: Class 38 contains 27013 members 
Mstep: Class 39 contains 3019 members 
Mstep: Class 40 contains 3254 members 
Mstep: Class 41 contains 7863 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 2360 members 
Mstep: Class 44 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102276464.000000 Penalty: 154550.578125
Iteration 107Q: 45 clusters Score -1.022765e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 79615 members 
Mstep: Class 3 contains 228033 members 
Mstep: Class 4 contains 3741 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 5338 members 
Mstep: Class 7 contains 4171 members 
Mstep: Class 8 contains 35686 members 
Mstep: Class 9 contains 321091 members 
Mstep: Class 10 contains 6789 members 
Mstep: Class 11 contains 13038 members 
Mstep: Class 12 contains 53172 members 
Mstep: Class 13 contains 4818 members 
Mstep: Class 14 contains 10248 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 2730 members 
Mstep: Class 17 contains 7429 members 
Mstep: Class 18 contains 206876 members 
Mstep: Class 19 contains 11987 members 
Mstep: Class 20 contains 3140 members 
Mstep: Class 21 contains 38007 members 
Mstep: Class 22 contains 10448 members 
Mstep: Class 23 contains 14418 members 
Mstep: Class 24 contains 52763 members 
Mstep: Class 25 contains 8033 members 
Mstep: Class 26 contains 18175 members 
Mstep: Class 27 contains 5000 members 
Mstep: Class 28 contains 1475 members 
Mstep: Class 29 contains 27557 members 
Mstep: Class 30 contains 15983 members 
Mstep: Class 31 contains 3065 members 
Mstep: Class 32 contains 3704 members 
Mstep: Class 33 contains 12149 members 
Mstep: Class 34 contains 6241 members 
Mstep: Class 35 contains 110026 members 
Mstep: Class 36 contains 1175 members 
Mstep: Class 37 contains 33767 members 
Mstep: Class 38 contains 27009 members 
Mstep: Class 39 contains 3019 members 
Mstep: Class 40 contains 3254 members 
Mstep: Class 41 contains 7908 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 2361 members 
Mstep: Class 44 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102276576.000000 Penalty: 154550.578125
Iteration 108Q: 45 clusters Score -1.022766e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 79582 members 
Mstep: Class 3 contains 228021 members 
Mstep: Class 4 contains 3749 members 
Mstep: Class 5 contains 2566 members 
Mstep: Class 6 contains 5340 members 
Mstep: Class 7 contains 4166 members 
Mstep: Class 8 contains 35667 members 
Mstep: Class 9 contains 321042 members 
Mstep: Class 10 contains 6829 members 
Mstep: Class 11 contains 13027 members 
Mstep: Class 12 contains 53185 members 
Mstep: Class 13 contains 4822 members 
Mstep: Class 14 contains 10240 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 2731 members 
Mstep: Class 17 contains 7429 members 
Mstep: Class 18 contains 206875 members 
Mstep: Class 19 contains 11920 members 
Mstep: Class 20 contains 3140 members 
Mstep: Class 21 contains 37990 members 
Mstep: Class 22 contains 10450 members 
Mstep: Class 23 contains 14417 members 
Mstep: Class 24 contains 52725 members 
Mstep: Class 25 contains 8036 members 
Mstep: Class 26 contains 18174 members 
Mstep: Class 27 contains 5000 members 
Mstep: Class 28 contains 1477 members 
Mstep: Class 29 contains 27550 members 
Mstep: Class 30 contains 15980 members 
Mstep: Class 31 contains 3065 members 
Mstep: Class 32 contains 3715 members 
Mstep: Class 33 contains 12153 members 
Mstep: Class 34 contains 6241 members 
Mstep: Class 35 contains 109955 members 
Mstep: Class 36 contains 1175 members 
Mstep: Class 37 contains 33975 members 
Mstep: Class 38 contains 27004 members 
Mstep: Class 39 contains 3020 members 
Mstep: Class 40 contains 3253 members 
Mstep: Class 41 contains 7962 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 2360 members 
Mstep: Class 44 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102276560.000000 Penalty: 154550.578125
Iteration 109Q: 45 clusters Score -1.022766e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 79552 members 
Mstep: Class 3 contains 227982 members 
Mstep: Class 4 contains 3755 members 
Mstep: Class 5 contains 2565 members 
Mstep: Class 6 contains 5345 members 
Mstep: Class 7 contains 4161 members 
Mstep: Class 8 contains 35658 members 
Mstep: Class 9 contains 320986 members 
Mstep: Class 10 contains 6868 members 
Mstep: Class 11 contains 13014 members 
Mstep: Class 12 contains 53203 members 
Mstep: Class 13 contains 4830 members 
Mstep: Class 14 contains 10232 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 2731 members 
Mstep: Class 17 contains 7430 members 
Mstep: Class 18 contains 206872 members 
Mstep: Class 19 contains 11862 members 
Mstep: Class 20 contains 3140 members 
Mstep: Class 21 contains 37990 members 
Mstep: Class 22 contains 10445 members 
Mstep: Class 23 contains 14418 members 
Mstep: Class 24 contains 52679 members 
Mstep: Class 25 contains 8040 members 
Mstep: Class 26 contains 18173 members 
Mstep: Class 27 contains 5000 members 
Mstep: Class 28 contains 1477 members 
Mstep: Class 29 contains 27545 members 
Mstep: Class 30 contains 15973 members 
Mstep: Class 31 contains 3065 members 
Mstep: Class 32 contains 3726 members 
Mstep: Class 33 contains 12157 members 
Mstep: Class 34 contains 6238 members 
Mstep: Class 35 contains 109881 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 34181 members 
Mstep: Class 38 contains 27018 members 
Mstep: Class 39 contains 3020 members 
Mstep: Class 40 contains 3253 members 
Mstep: Class 41 contains 8009 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 2359 members 
Mstep: Class 44 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102276648.000000 Penalty: 154550.578125
Iteration 110Q: 45 clusters Score -1.022766e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 79513 members 
Mstep: Class 3 contains 227939 members 
Mstep: Class 4 contains 3757 members 
Mstep: Class 5 contains 2565 members 
Mstep: Class 6 contains 5342 members 
Mstep: Class 7 contains 4157 members 
Mstep: Class 8 contains 35656 members 
Mstep: Class 9 contains 320880 members 
Mstep: Class 10 contains 6913 members 
Mstep: Class 11 contains 12997 members 
Mstep: Class 12 contains 53223 members 
Mstep: Class 13 contains 4836 members 
Mstep: Class 14 contains 10229 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 2733 members 
Mstep: Class 17 contains 7429 members 
Mstep: Class 18 contains 206875 members 
Mstep: Class 19 contains 11808 members 
Mstep: Class 20 contains 3140 members 
Mstep: Class 21 contains 38002 members 
Mstep: Class 22 contains 10446 members 
Mstep: Class 23 contains 14417 members 
Mstep: Class 24 contains 52631 members 
Mstep: Class 25 contains 8047 members 
Mstep: Class 26 contains 18170 members 
Mstep: Class 27 contains 4999 members 
Mstep: Class 28 contains 1477 members 
Mstep: Class 29 contains 27538 members 
Mstep: Class 30 contains 15972 members 
Mstep: Class 31 contains 3066 members 
Mstep: Class 32 contains 3735 members 
Mstep: Class 33 contains 12161 members 
Mstep: Class 34 contains 6236 members 
Mstep: Class 35 contains 109813 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 34434 members 
Mstep: Class 38 contains 27009 members 
Mstep: Class 39 contains 3020 members 
Mstep: Class 40 contains 3253 members 
Mstep: Class 41 contains 8057 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 2359 members 
Mstep: Class 44 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102276680.000000 Penalty: 154550.578125
Iteration 111Q: 45 clusters Score -1.022767e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 79485 members 
Mstep: Class 3 contains 227895 members 
Mstep: Class 4 contains 3761 members 
Mstep: Class 5 contains 2564 members 
Mstep: Class 6 contains 5344 members 
Mstep: Class 7 contains 4154 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 320766 members 
Mstep: Class 10 contains 6958 members 
Mstep: Class 11 contains 12990 members 
Mstep: Class 12 contains 53237 members 
Mstep: Class 13 contains 4841 members 
Mstep: Class 14 contains 10229 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 2735 members 
Mstep: Class 17 contains 7426 members 
Mstep: Class 18 contains 206880 members 
Mstep: Class 19 contains 11762 members 
Mstep: Class 20 contains 3140 members 
Mstep: Class 21 contains 38019 members 
Mstep: Class 22 contains 10448 members 
Mstep: Class 23 contains 14419 members 
Mstep: Class 24 contains 52584 members 
Mstep: Class 25 contains 8046 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4998 members 
Mstep: Class 28 contains 1477 members 
Mstep: Class 29 contains 27535 members 
Mstep: Class 30 contains 15965 members 
Mstep: Class 31 contains 3066 members 
Mstep: Class 32 contains 3740 members 
Mstep: Class 33 contains 12162 members 
Mstep: Class 34 contains 6234 members 
Mstep: Class 35 contains 109754 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 34691 members 
Mstep: Class 38 contains 26993 members 
Mstep: Class 39 contains 3019 members 
Mstep: Class 40 contains 3253 members 
Mstep: Class 41 contains 8095 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 2359 members 
Mstep: Class 44 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102276712.000000 Penalty: 154550.578125
Iteration 112Q: 45 clusters Score -1.022767e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 79460 members 
Mstep: Class 3 contains 227867 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 2565 members 
Mstep: Class 6 contains 5339 members 
Mstep: Class 7 contains 4150 members 
Mstep: Class 8 contains 35638 members 
Mstep: Class 9 contains 320645 members 
Mstep: Class 10 contains 6998 members 
Mstep: Class 11 contains 12982 members 
Mstep: Class 12 contains 53238 members 
Mstep: Class 13 contains 4846 members 
Mstep: Class 14 contains 10223 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 2735 members 
Mstep: Class 17 contains 7423 members 
Mstep: Class 18 contains 206884 members 
Mstep: Class 19 contains 11722 members 
Mstep: Class 20 contains 3140 members 
Mstep: Class 21 contains 38000 members 
Mstep: Class 22 contains 10455 members 
Mstep: Class 23 contains 14423 members 
Mstep: Class 24 contains 52541 members 
Mstep: Class 25 contains 8040 members 
Mstep: Class 26 contains 18169 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1477 members 
Mstep: Class 29 contains 27529 members 
Mstep: Class 30 contains 15964 members 
Mstep: Class 31 contains 3066 members 
Mstep: Class 32 contains 3753 members 
Mstep: Class 33 contains 12164 members 
Mstep: Class 34 contains 6234 members 
Mstep: Class 35 contains 109697 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 34945 members 
Mstep: Class 38 contains 26990 members 
Mstep: Class 39 contains 3019 members 
Mstep: Class 40 contains 3253 members 
Mstep: Class 41 contains 8139 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 2359 members 
Mstep: Class 44 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102276744.000000 Penalty: 154550.578125
Iteration 113Q: 45 clusters Score -1.022767e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 79437 members 
Mstep: Class 3 contains 227839 members 
Mstep: Class 4 contains 3768 members 
Mstep: Class 5 contains 2566 members 
Mstep: Class 6 contains 5336 members 
Mstep: Class 7 contains 4147 members 
Mstep: Class 8 contains 35631 members 
Mstep: Class 9 contains 320523 members 
Mstep: Class 10 contains 7041 members 
Mstep: Class 11 contains 12976 members 
Mstep: Class 12 contains 53236 members 
Mstep: Class 13 contains 4850 members 
Mstep: Class 14 contains 10220 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 2737 members 
Mstep: Class 17 contains 7421 members 
Mstep: Class 18 contains 206880 members 
Mstep: Class 19 contains 11689 members 
Mstep: Class 20 contains 3140 members 
Mstep: Class 21 contains 37986 members 
Mstep: Class 22 contains 10459 members 
Mstep: Class 23 contains 14423 members 
Mstep: Class 24 contains 52496 members 
Mstep: Class 25 contains 8039 members 
Mstep: Class 26 contains 18170 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 1477 members 
Mstep: Class 29 contains 27525 members 
Mstep: Class 30 contains 15969 members 
Mstep: Class 31 contains 3066 members 
Mstep: Class 32 contains 3767 members 
Mstep: Class 33 contains 12166 members 
Mstep: Class 34 contains 6235 members 
Mstep: Class 35 contains 109643 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 35195 members 
Mstep: Class 38 contains 26985 members 
Mstep: Class 39 contains 3019 members 
Mstep: Class 40 contains 3253 members 
Mstep: Class 41 contains 8170 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 2359 members 
Mstep: Class 44 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102276920.000000 Penalty: 154550.578125
Iteration 114Q: 45 clusters Score -1.022769e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 79414 members 
Mstep: Class 3 contains 227816 members 
Mstep: Class 4 contains 3773 members 
Mstep: Class 5 contains 2566 members 
Mstep: Class 6 contains 5336 members 
Mstep: Class 7 contains 4145 members 
Mstep: Class 8 contains 35622 members 
Mstep: Class 9 contains 320408 members 
Mstep: Class 10 contains 7086 members 
Mstep: Class 11 contains 12970 members 
Mstep: Class 12 contains 53244 members 
Mstep: Class 13 contains 4855 members 
Mstep: Class 14 contains 10218 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 7421 members 
Mstep: Class 18 contains 206887 members 
Mstep: Class 19 contains 11644 members 
Mstep: Class 20 contains 3140 members 
Mstep: Class 21 contains 37951 members 
Mstep: Class 22 contains 10458 members 
Mstep: Class 23 contains 14421 members 
Mstep: Class 24 contains 52456 members 
Mstep: Class 25 contains 8035 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 1477 members 
Mstep: Class 29 contains 27522 members 
Mstep: Class 30 contains 15971 members 
Mstep: Class 31 contains 3066 members 
Mstep: Class 32 contains 3775 members 
Mstep: Class 33 contains 12170 members 
Mstep: Class 34 contains 6238 members 
Mstep: Class 35 contains 109601 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 35438 members 
Mstep: Class 38 contains 26968 members 
Mstep: Class 39 contains 3018 members 
Mstep: Class 40 contains 3253 members 
Mstep: Class 41 contains 8216 members 
Mstep: Class 42 contains 852 members 
Mstep: Class 43 contains 2359 members 
Mstep: Class 44 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102276880.000000 Penalty: 154550.578125
Iteration 115Q: 45 clusters Score -1.022769e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 79395 members 
Mstep: Class 3 contains 227785 members 
Mstep: Class 4 contains 3780 members 
Mstep: Class 5 contains 2566 members 
Mstep: Class 6 contains 5339 members 
Mstep: Class 7 contains 4143 members 
Mstep: Class 8 contains 35611 members 
Mstep: Class 9 contains 320309 members 
Mstep: Class 10 contains 7119 members 
Mstep: Class 11 contains 12963 members 
Mstep: Class 12 contains 53265 members 
Mstep: Class 13 contains 4858 members 
Mstep: Class 14 contains 10212 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 7421 members 
Mstep: Class 18 contains 206888 members 
Mstep: Class 19 contains 11611 members 
Mstep: Class 20 contains 3140 members 
Mstep: Class 21 contains 37937 members 
Mstep: Class 22 contains 10461 members 
Mstep: Class 23 contains 14417 members 
Mstep: Class 24 contains 52413 members 
Mstep: Class 25 contains 8030 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 1477 members 
Mstep: Class 29 contains 27518 members 
Mstep: Class 30 contains 15970 members 
Mstep: Class 31 contains 3064 members 
Mstep: Class 32 contains 3778 members 
Mstep: Class 33 contains 12171 members 
Mstep: Class 34 contains 6236 members 
Mstep: Class 35 contains 109551 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 35662 members 
Mstep: Class 38 contains 26959 members 
Mstep: Class 39 contains 3018 members 
Mstep: Class 40 contains 3253 members 
Mstep: Class 41 contains 8260 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 2359 members 
Mstep: Class 44 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102277152.000000 Penalty: 154550.578125
Iteration 116Q: 45 clusters Score -1.022772e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 79371 members 
Mstep: Class 3 contains 227752 members 
Mstep: Class 4 contains 3782 members 
Mstep: Class 5 contains 2567 members 
Mstep: Class 6 contains 5338 members 
Mstep: Class 7 contains 4141 members 
Mstep: Class 8 contains 35599 members 
Mstep: Class 9 contains 320199 members 
Mstep: Class 10 contains 7155 members 
Mstep: Class 11 contains 12953 members 
Mstep: Class 12 contains 53296 members 
Mstep: Class 13 contains 4858 members 
Mstep: Class 14 contains 10204 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 7420 members 
Mstep: Class 18 contains 206881 members 
Mstep: Class 19 contains 11570 members 
Mstep: Class 20 contains 3140 members 
Mstep: Class 21 contains 37925 members 
Mstep: Class 22 contains 10472 members 
Mstep: Class 23 contains 14416 members 
Mstep: Class 24 contains 52373 members 
Mstep: Class 25 contains 8024 members 
Mstep: Class 26 contains 18169 members 
Mstep: Class 27 contains 4994 members 
Mstep: Class 28 contains 1477 members 
Mstep: Class 29 contains 27518 members 
Mstep: Class 30 contains 15967 members 
Mstep: Class 31 contains 3064 members 
Mstep: Class 32 contains 3781 members 
Mstep: Class 33 contains 12172 members 
Mstep: Class 34 contains 6236 members 
Mstep: Class 35 contains 109511 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 35880 members 
Mstep: Class 38 contains 26964 members 
Mstep: Class 39 contains 3018 members 
Mstep: Class 40 contains 3253 members 
Mstep: Class 41 contains 8303 members 
Mstep: Class 42 contains 850 members 
Mstep: Class 43 contains 2359 members 
Mstep: Class 44 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102277128.000000 Penalty: 154550.578125
Iteration 117Q: 45 clusters Score -1.022771e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 79343 members 
Mstep: Class 3 contains 227724 members 
Mstep: Class 4 contains 3784 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 5338 members 
Mstep: Class 7 contains 4139 members 
Mstep: Class 8 contains 35590 members 
Mstep: Class 9 contains 320069 members 
Mstep: Class 10 contains 7187 members 
Mstep: Class 11 contains 12950 members 
Mstep: Class 12 contains 53312 members 
Mstep: Class 13 contains 4859 members 
Mstep: Class 14 contains 10197 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 7418 members 
Mstep: Class 18 contains 206876 members 
Mstep: Class 19 contains 11535 members 
Mstep: Class 20 contains 3140 members 
Mstep: Class 21 contains 37908 members 
Mstep: Class 22 contains 10480 members 
Mstep: Class 23 contains 14413 members 
Mstep: Class 24 contains 52332 members 
Mstep: Class 25 contains 8021 members 
Mstep: Class 26 contains 18169 members 
Mstep: Class 27 contains 4994 members 
Mstep: Class 28 contains 1477 members 
Mstep: Class 29 contains 27518 members 
Mstep: Class 30 contains 15965 members 
Mstep: Class 31 contains 3064 members 
Mstep: Class 32 contains 3788 members 
Mstep: Class 33 contains 12172 members 
Mstep: Class 34 contains 6237 members 
Mstep: Class 35 contains 109485 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 36100 members 
Mstep: Class 38 contains 26976 members 
Mstep: Class 39 contains 3018 members 
Mstep: Class 40 contains 3253 members 
Mstep: Class 41 contains 8345 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2359 members 
Mstep: Class 44 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102277328.000000 Penalty: 154550.578125
Iteration 118Q: 45 clusters Score -1.022773e+08 nChanged 572
Entering ConstructFrom: 
Score: -102277328.000000 Penalty: 154550.578125
Entering ConstructFrom: 
Trying to split cluster 1 (4255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Entering Unmasked Estep 
Score: -298545.500000 Penalty: 2072.250977
	Iteration 0F: 2 clusters Score -298545.5 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 2108 members 
Entering Unmasked Estep 
Score: -294498.218750 Penalty: 4144.501953
	Iteration 0F: 3 clusters Score -294498.2 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -295549.843750 Penalty: 4144.501953
	Iteration 1F: 3 clusters Score -295549.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -295979.843750 Penalty: 4144.501953
	Iteration 2F: 3 clusters Score -295979.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -296444.812500 Penalty: 4144.501953
	Iteration 3F: 3 clusters Score -296444.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -296904.156250 Penalty: 4144.501953
	Iteration 4F: 3 clusters Score -296904.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -297272.437500 Penalty: 4144.501953
	Iteration 5F: 3 clusters Score -297272.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -297536.562500 Penalty: 4144.501953
	Iteration 6F: 3 clusters Score -297536.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -297706.687500 Penalty: 4144.501953
	Iteration 7Q: 3 clusters Score -297706.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -297828.468750 Penalty: 4144.501953
	Iteration 8Q: 3 clusters Score -297828.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -297940.875000 Penalty: 4144.501953
	Iteration 9Q: 3 clusters Score -297940.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -298127.093750 Penalty: 4144.501953
	Iteration 10Q: 3 clusters Score -298127.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -298413.250000 Penalty: 4144.501953
	Iteration 11Q: 3 clusters Score -298413.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -298720.000000 Penalty: 4144.501953
	Iteration 12Q: 3 clusters Score -298720 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -298927.156250 Penalty: 4144.501953
	Iteration 13Q: 3 clusters Score -298927.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -299004.656250 Penalty: 4144.501953
	Iteration 14Q: 3 clusters Score -299004.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -299034.906250 Penalty: 4144.501953
	Iteration 15Q: 3 clusters Score -299034.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -299051.906250 Penalty: 4144.501953
	Iteration 16Q: 3 clusters Score -299051.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -299057.843750 Penalty: 4144.501953
	Iteration 17Q: 3 clusters Score -299057.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -299061.812500 Penalty: 4144.501953
	Iteration 18Q: 3 clusters Score -299061.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -299063.187500 Penalty: 4144.501953
	Iteration 19Q: 3 clusters Score -299063.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -299063.875000 Penalty: 4144.501953
	Iteration 20F: 3 clusters Score -299063.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 79323 members 
Mstep: Class 3 contains 227697 members 
Mstep: Class 4 contains 3783 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 5340 members 
Mstep: Class 7 contains 4136 members 
Mstep: Class 8 contains 35582 members 
Mstep: Class 9 contains 319989 members 
Mstep: Class 10 contains 7204 members 
Mstep: Class 11 contains 12946 members 
Mstep: Class 12 contains 53315 members 
Mstep: Class 13 contains 4861 members 
Mstep: Class 14 contains 10195 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 206874 members 
Mstep: Class 19 contains 11522 members 
Mstep: Class 20 contains 3140 members 
Mstep: Class 21 contains 37880 members 
Mstep: Class 22 contains 10483 members 
Mstep: Class 23 contains 14408 members 
Mstep: Class 24 contains 52294 members 
Mstep: Class 25 contains 8020 members 
Mstep: Class 26 contains 18169 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1477 members 
Mstep: Class 29 contains 27518 members 
Mstep: Class 30 contains 15962 members 
Mstep: Class 31 contains 3065 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 12172 members 
Mstep: Class 34 contains 6237 members 
Mstep: Class 35 contains 109458 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 36295 members 
Mstep: Class 38 contains 26970 members 
Mstep: Class 39 contains 3018 members 
Mstep: Class 40 contains 3253 members 
Mstep: Class 41 contains 8384 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2359 members 
Mstep: Class 44 contains 1027 members 
Mstep: Class 45 contains 1595 members 
Entering Unmasked Estep 
Score: -102276624.000000 Penalty: 158063.093750
Splitting cluster 1 changes total score from -102277328.000000 to -102276624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (79323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79323 members 
Entering Unmasked Estep 
Score: -6053219.000000 Penalty: 2797.758301
	Iteration 0F: 2 clusters Score -6053219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -5999995.500000 Penalty: 5595.516602
	Iteration 0F: 3 clusters Score -5999996 nChanged 37141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -6021166.000000 Penalty: 5595.516602
	Iteration 1F: 3 clusters Score -6021166 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -6021878.500000 Penalty: 5595.516602
	Iteration 2Q: 3 clusters Score -6021878 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -6022772.000000 Penalty: 5595.516602
	Iteration 3Q: 3 clusters Score -6022772 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -6024058.000000 Penalty: 5595.516602
	Iteration 4Q: 3 clusters Score -6024058 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 50053 members 
Entering Unmasked Estep 
Score: -6026050.500000 Penalty: 5595.516602
	Iteration 5F: 3 clusters Score -6026050 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
Score: -6029241.500000 Penalty: 5595.516602
	Iteration 6F: 3 clusters Score -6029242 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 60683 members 
Entering Unmasked Estep 
Score: -6033792.500000 Penalty: 5595.516602
	Iteration 7F: 3 clusters Score -6033792 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 66897 members 
Entering Unmasked Estep 
Score: -6039382.500000 Penalty: 5595.516602
	Iteration 8F: 3 clusters Score -6039382 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 72238 members 
Entering Unmasked Estep 
Score: -6044444.000000 Penalty: 5595.516602
	Iteration 9F: 3 clusters Score -6044444 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 75819 members 
Entering Unmasked Estep 
Score: -6047883.500000 Penalty: 5595.516602
	Iteration 10Q: 3 clusters Score -6047884 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 77600 members 
Entering Unmasked Estep 
Score: -6049514.500000 Penalty: 5595.516602
	Iteration 11Q: 3 clusters Score -6049514 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 78337 members 
Entering Unmasked Estep 
Score: -6050193.000000 Penalty: 5595.516602
	Iteration 12Q: 3 clusters Score -6050193 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 78641 members 
Entering Unmasked Estep 
Score: -6050490.500000 Penalty: 5595.516602
	Iteration 13Q: 3 clusters Score -6050490 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 78763 members 
Entering Unmasked Estep 
Score: -6050640.500000 Penalty: 5595.516602
	Iteration 14Q: 3 clusters Score -6050640 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 78825 members 
Entering Unmasked Estep 
Score: -6050734.000000 Penalty: 5595.516602
	Iteration 15Q: 3 clusters Score -6050734 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 78862 members 
Entering Unmasked Estep 
Score: -6050794.500000 Penalty: 5595.516602
	Iteration 16Q: 3 clusters Score -6050794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 78886 members 
Entering Unmasked Estep 
Score: -6050845.000000 Penalty: 5595.516602
	Iteration 17Q: 3 clusters Score -6050845 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 78906 members 
Entering Unmasked Estep 
Score: -6050892.500000 Penalty: 5595.516602
	Iteration 18Q: 3 clusters Score -6050892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 78907 members 
Entering Unmasked Estep 
Score: -6050909.500000 Penalty: 5595.516602
	Iteration 19Q: 3 clusters Score -6050910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 78910 members 
Entering Unmasked Estep 
Score: -6050925.000000 Penalty: 5595.516602
	Iteration 20F: 3 clusters Score -6050925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 78912 members 
Entering Unmasked Estep 
Score: -6050938.500000 Penalty: 5595.516602
	Iteration 21Q: 3 clusters Score -6050938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 78919 members 
Entering Unmasked Estep 
Score: -6050952.000000 Penalty: 5595.516602
	Iteration 22Q: 3 clusters Score -6050952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 78929 members 
Entering Unmasked Estep 
Score: -6050967.000000 Penalty: 5595.516602
	Iteration 23Q: 3 clusters Score -6050967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 78933 members 
Entering Unmasked Estep 
Score: -6050972.000000 Penalty: 5595.516602
	Iteration 24Q: 3 clusters Score -6050972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 78940 members 
Entering Unmasked Estep 
Score: -6050981.000000 Penalty: 5595.516602
	Iteration 25Q: 3 clusters Score -6050981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 78944 members 
Entering Unmasked Estep 
Score: -6050987.000000 Penalty: 5595.516602
	Iteration 26Q: 3 clusters Score -6050987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 78942 members 
Entering Unmasked Estep 
Score: -6050999.500000 Penalty: 5595.516602
	Iteration 27Q: 3 clusters Score -6051000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 78943 members 
Entering Unmasked Estep 
Score: -6050999.500000 Penalty: 5595.516602
	Iteration 28Q: 3 clusters Score -6051000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 78940 members 
Entering Unmasked Estep 
Score: -6051008.500000 Penalty: 5595.516602
	Iteration 29Q: 3 clusters Score -6051008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 78938 members 
Entering Unmasked Estep 
Score: -6051014.500000 Penalty: 5595.516602
	Iteration 30Q: 3 clusters Score -6051014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 78939 members 
Entering Unmasked Estep 
Score: -6051016.500000 Penalty: 5595.516602
	Iteration 31Q: 3 clusters Score -6051016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 78938 members 
Entering Unmasked Estep 
Score: -6051015.500000 Penalty: 5595.516602
	Iteration 32Q: 3 clusters Score -6051016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 78939 members 
Entering Unmasked Estep 
Score: -6051015.000000 Penalty: 5595.516602
	Iteration 33Q: 3 clusters Score -6051015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 78939 members 
Entering Unmasked Estep 
Score: -6051015.000000 Penalty: 5595.516602
	Iteration 34F: 3 clusters Score -6051015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (227697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227697 members 
Entering Unmasked Estep 
Score: -17491118.000000 Penalty: 3059.271240
	Iteration 0F: 2 clusters Score -1.749112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113428 members 
Mstep: Class 2 contains 114269 members 
Entering Unmasked Estep 
Score: -17338380.000000 Penalty: 6118.542480
	Iteration 0F: 3 clusters Score -1.733838e+07 nChanged 109614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104728 members 
Mstep: Class 2 contains 122969 members 
Entering Unmasked Estep 
Score: -17403656.000000 Penalty: 6118.542480
	Iteration 1F: 3 clusters Score -1.740366e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99076 members 
Mstep: Class 2 contains 128621 members 
Entering Unmasked Estep 
Score: -17406096.000000 Penalty: 6118.542480
	Iteration 2Q: 3 clusters Score -1.74061e+07 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90616 members 
Mstep: Class 2 contains 137081 members 
Entering Unmasked Estep 
Score: -17410214.000000 Penalty: 6118.542480
	Iteration 3Q: 3 clusters Score -1.741021e+07 nChanged 13263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78149 members 
Mstep: Class 2 contains 149548 members 
Entering Unmasked Estep 
Score: -17417562.000000 Penalty: 6118.542480
	Iteration 4F: 3 clusters Score -1.741756e+07 nChanged 17370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61113 members 
Mstep: Class 2 contains 166584 members 
Entering Unmasked Estep 
Score: -17430108.000000 Penalty: 6118.542480
	Iteration 5F: 3 clusters Score -1.743011e+07 nChanged 20612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 187116 members 
Entering Unmasked Estep 
Score: -17448750.000000 Penalty: 6118.542480
	Iteration 6F: 3 clusters Score -1.744875e+07 nChanged 19414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 206520 members 
Entering Unmasked Estep 
Score: -17468370.000000 Penalty: 6118.542480
	Iteration 7F: 3 clusters Score -1.746837e+07 nChanged 12636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 219156 members 
Entering Unmasked Estep 
Score: -17480828.000000 Penalty: 6118.542480
	Iteration 8F: 3 clusters Score -1.748083e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 224647 members 
Entering Unmasked Estep 
Score: -17485846.000000 Penalty: 6118.542480
	Iteration 9Q: 3 clusters Score -1.748585e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 226557 members 
Entering Unmasked Estep 
Score: -17487528.000000 Penalty: 6118.542480
	Iteration 10Q: 3 clusters Score -1.748753e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 227088 members 
Entering Unmasked Estep 
Score: -17488000.000000 Penalty: 6118.542480
	Iteration 11Q: 3 clusters Score -1.7488e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 227233 members 
Entering Unmasked Estep 
Score: -17488170.000000 Penalty: 6118.542480
	Iteration 12Q: 3 clusters Score -1.748817e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 227294 members 
Entering Unmasked Estep 
Score: -17488266.000000 Penalty: 6118.542480
	Iteration 13Q: 3 clusters Score -1.748827e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 227311 members 
Entering Unmasked Estep 
Score: -17488320.000000 Penalty: 6118.542480
	Iteration 14Q: 3 clusters Score -1.748832e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 227327 members 
Entering Unmasked Estep 
Score: -17488316.000000 Penalty: 6118.542480
	Iteration 15Q: 3 clusters Score -1.748832e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 227339 members 
Entering Unmasked Estep 
Score: -17488346.000000 Penalty: 6118.542480
	Iteration 16Q: 3 clusters Score -1.748835e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 227343 members 
Entering Unmasked Estep 
Score: -17488350.000000 Penalty: 6118.542480
	Iteration 17Q: 3 clusters Score -1.748835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 227350 members 
Entering Unmasked Estep 
Score: -17488348.000000 Penalty: 6118.542480
	Iteration 18Q: 3 clusters Score -1.748835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 227352 members 
Entering Unmasked Estep 
Score: -17488374.000000 Penalty: 6118.542480
	Iteration 19Q: 3 clusters Score -1.748837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 227354 members 
Entering Unmasked Estep 
Score: -17488378.000000 Penalty: 6118.542480
	Iteration 20F: 3 clusters Score -1.748838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 227353 members 
Entering Unmasked Estep 
Score: -17488380.000000 Penalty: 6118.542480
	Iteration 21Q: 3 clusters Score -1.748838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 227354 members 
Entering Unmasked Estep 
Score: -17488380.000000 Penalty: 6118.542480
	Iteration 22Q: 3 clusters Score -1.748838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 227355 members 
Entering Unmasked Estep 
Score: -17488392.000000 Penalty: 6118.542480
	Iteration 23Q: 3 clusters Score -1.748839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 227357 members 
Entering Unmasked Estep 
Score: -17488406.000000 Penalty: 6118.542480
	Iteration 24Q: 3 clusters Score -1.748841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 227362 members 
Entering Unmasked Estep 
Score: -17488418.000000 Penalty: 6118.542480
	Iteration 25Q: 3 clusters Score -1.748842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 227362 members 
Entering Unmasked Estep 
Score: -17488422.000000 Penalty: 6118.542480
	Iteration 26Q: 3 clusters Score -1.748842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 227362 members 
Entering Unmasked Estep 
Score: -17488440.000000 Penalty: 6118.542480
	Iteration 27Q: 3 clusters Score -1.748844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 227362 members 
Entering Unmasked Estep 
Score: -17488440.000000 Penalty: 6118.542480
	Iteration 28F: 3 clusters Score -1.748844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Entering Unmasked Estep 
Score: -218989.531250 Penalty: 2043.091675
	Iteration 0F: 2 clusters Score -218989.5 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 1925 members 
Entering Unmasked Estep 
Score: -215266.015625 Penalty: 4086.183350
	Iteration 0F: 3 clusters Score -215266 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -216323.968750 Penalty: 4086.183350
	Iteration 1F: 3 clusters Score -216324 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -216650.593750 Penalty: 4086.183350
	Iteration 2F: 3 clusters Score -216650.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -216875.125000 Penalty: 4086.183350
	Iteration 3F: 3 clusters Score -216875.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -217046.375000 Penalty: 4086.183350
	Iteration 4F: 3 clusters Score -217046.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -217196.671875 Penalty: 4086.183350
	Iteration 5Q: 3 clusters Score -217196.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -217311.812500 Penalty: 4086.183350
	Iteration 6Q: 3 clusters Score -217311.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -217390.718750 Penalty: 4086.183350
	Iteration 7Q: 3 clusters Score -217390.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -217457.625000 Penalty: 4086.183350
	Iteration 8Q: 3 clusters Score -217457.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -217503.328125 Penalty: 4086.183350
	Iteration 9Q: 3 clusters Score -217503.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -217536.718750 Penalty: 4086.183350
	Iteration 10Q: 3 clusters Score -217536.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -217561.828125 Penalty: 4086.183350
	Iteration 11Q: 3 clusters Score -217561.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -217586.406250 Penalty: 4086.183350
	Iteration 12Q: 3 clusters Score -217586.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -217608.968750 Penalty: 4086.183350
	Iteration 13Q: 3 clusters Score -217609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -217632.921875 Penalty: 4086.183350
	Iteration 14Q: 3 clusters Score -217632.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -217653.031250 Penalty: 4086.183350
	Iteration 15Q: 3 clusters Score -217653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -217672.578125 Penalty: 4086.183350
	Iteration 16Q: 3 clusters Score -217672.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -217693.796875 Penalty: 4086.183350
	Iteration 17Q: 3 clusters Score -217693.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -217717.078125 Penalty: 4086.183350
	Iteration 18Q: 3 clusters Score -217717.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -217738.062500 Penalty: 4086.183350
	Iteration 19Q: 3 clusters Score -217738.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -217760.406250 Penalty: 4086.183350
	Iteration 20F: 3 clusters Score -217760.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -217775.468750 Penalty: 4086.183350
	Iteration 21Q: 3 clusters Score -217775.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -217786.265625 Penalty: 4086.183350
	Iteration 22Q: 3 clusters Score -217786.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -217795.953125 Penalty: 4086.183350
	Iteration 23Q: 3 clusters Score -217796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -217803.218750 Penalty: 4086.183350
	Iteration 24Q: 3 clusters Score -217803.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -217813.984375 Penalty: 4086.183350
	Iteration 25Q: 3 clusters Score -217814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -217823.046875 Penalty: 4086.183350
	Iteration 26Q: 3 clusters Score -217823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -217833.062500 Penalty: 4086.183350
	Iteration 27Q: 3 clusters Score -217833.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -217840.265625 Penalty: 4086.183350
	Iteration 28Q: 3 clusters Score -217840.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -217846.250000 Penalty: 4086.183350
	Iteration 29Q: 3 clusters Score -217846.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -217853.421875 Penalty: 4086.183350
	Iteration 30Q: 3 clusters Score -217853.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -217862.031250 Penalty: 4086.183350
	Iteration 31Q: 3 clusters Score -217862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -217869.406250 Penalty: 4086.183350
	Iteration 32Q: 3 clusters Score -217869.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -217876.359375 Penalty: 4086.183350
	Iteration 33Q: 3 clusters Score -217876.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -217883.437500 Penalty: 4086.183350
	Iteration 34Q: 3 clusters Score -217883.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -217893.968750 Penalty: 4086.183350
	Iteration 35Q: 3 clusters Score -217894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -217905.734375 Penalty: 4086.183350
	Iteration 36Q: 3 clusters Score -217905.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -217915.093750 Penalty: 4086.183350
	Iteration 37Q: 3 clusters Score -217915.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -217923.937500 Penalty: 4086.183350
	Iteration 38Q: 3 clusters Score -217923.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -217930.609375 Penalty: 4086.183350
	Iteration 39Q: 3 clusters Score -217930.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -217938.015625 Penalty: 4086.183350
	Iteration 40F: 3 clusters Score -217938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -217943.953125 Penalty: 4086.183350
	Iteration 41Q: 3 clusters Score -217944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -217949.859375 Penalty: 4086.183350
	Iteration 42Q: 3 clusters Score -217949.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -217955.781250 Penalty: 4086.183350
	Iteration 43Q: 3 clusters Score -217955.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -217964.140625 Penalty: 4086.183350
	Iteration 44Q: 3 clusters Score -217964.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -217974.656250 Penalty: 4086.183350
	Iteration 45Q: 3 clusters Score -217974.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -217985.984375 Penalty: 4086.183350
	Iteration 46Q: 3 clusters Score -217986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -217997.046875 Penalty: 4086.183350
	Iteration 47Q: 3 clusters Score -217997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -218011.312500 Penalty: 4086.183350
	Iteration 48Q: 3 clusters Score -218011.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -218029.609375 Penalty: 4086.183350
	Iteration 49Q: 3 clusters Score -218029.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -218048.546875 Penalty: 4086.183350
	Iteration 50Q: 3 clusters Score -218048.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -218066.796875 Penalty: 4086.183350
	Iteration 51Q: 3 clusters Score -218066.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -218075.703125 Penalty: 4086.183350
	Iteration 52Q: 3 clusters Score -218075.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -218080.140625 Penalty: 4086.183350
	Iteration 53Q: 3 clusters Score -218080.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -218085.437500 Penalty: 4086.183350
	Iteration 54Q: 3 clusters Score -218085.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -218087.875000 Penalty: 4086.183350
	Iteration 55Q: 3 clusters Score -218087.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -218090.203125 Penalty: 4086.183350
	Iteration 56Q: 3 clusters Score -218090.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -218090.000000 Penalty: 4086.183350
	Iteration 57Q: 3 clusters Score -218090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -218090.000000 Penalty: 4086.183350
	Iteration 58F: 3 clusters Score -218090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Entering Unmasked Estep 
Score: -182739.046875 Penalty: 1947.018921
	Iteration 0F: 2 clusters Score -182739 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 1305 members 
Entering Unmasked Estep 
Score: -179723.156250 Penalty: 3894.037842
	Iteration 0F: 3 clusters Score -179723.2 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -180353.046875 Penalty: 3894.037842
	Iteration 1F: 3 clusters Score -180353 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -180558.484375 Penalty: 3894.037842
	Iteration 2F: 3 clusters Score -180558.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -180684.359375 Penalty: 3894.037842
	Iteration 3F: 3 clusters Score -180684.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -180787.718750 Penalty: 3894.037842
	Iteration 4Q: 3 clusters Score -180787.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -180862.687500 Penalty: 3894.037842
	Iteration 5Q: 3 clusters Score -180862.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -180914.718750 Penalty: 3894.037842
	Iteration 6Q: 3 clusters Score -180914.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -180963.437500 Penalty: 3894.037842
	Iteration 7Q: 3 clusters Score -180963.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -181012.140625 Penalty: 3894.037842
	Iteration 8Q: 3 clusters Score -181012.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -181052.906250 Penalty: 3894.037842
	Iteration 9Q: 3 clusters Score -181052.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -181089.140625 Penalty: 3894.037842
	Iteration 10Q: 3 clusters Score -181089.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -181123.750000 Penalty: 3894.037842
	Iteration 11Q: 3 clusters Score -181123.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -181156.000000 Penalty: 3894.037842
	Iteration 12Q: 3 clusters Score -181156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -181182.359375 Penalty: 3894.037842
	Iteration 13Q: 3 clusters Score -181182.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -181199.015625 Penalty: 3894.037842
	Iteration 14Q: 3 clusters Score -181199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -181213.218750 Penalty: 3894.037842
	Iteration 15Q: 3 clusters Score -181213.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -181227.031250 Penalty: 3894.037842
	Iteration 16Q: 3 clusters Score -181227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -181238.781250 Penalty: 3894.037842
	Iteration 17Q: 3 clusters Score -181238.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -181246.500000 Penalty: 3894.037842
	Iteration 18Q: 3 clusters Score -181246.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -181251.046875 Penalty: 3894.037842
	Iteration 19Q: 3 clusters Score -181251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -181254.218750 Penalty: 3894.037842
	Iteration 20F: 3 clusters Score -181254.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -181259.078125 Penalty: 3894.037842
	Iteration 21Q: 3 clusters Score -181259.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -181267.828125 Penalty: 3894.037842
	Iteration 22Q: 3 clusters Score -181267.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -181277.375000 Penalty: 3894.037842
	Iteration 23Q: 3 clusters Score -181277.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -181284.453125 Penalty: 3894.037842
	Iteration 24Q: 3 clusters Score -181284.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -181291.359375 Penalty: 3894.037842
	Iteration 25Q: 3 clusters Score -181291.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -181300.875000 Penalty: 3894.037842
	Iteration 26Q: 3 clusters Score -181300.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -181307.750000 Penalty: 3894.037842
	Iteration 27Q: 3 clusters Score -181307.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -181314.234375 Penalty: 3894.037842
	Iteration 28Q: 3 clusters Score -181314.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -181322.703125 Penalty: 3894.037842
	Iteration 29Q: 3 clusters Score -181322.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -181332.187500 Penalty: 3894.037842
	Iteration 30Q: 3 clusters Score -181332.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -181336.468750 Penalty: 3894.037842
	Iteration 31Q: 3 clusters Score -181336.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -181339.703125 Penalty: 3894.037842
	Iteration 32Q: 3 clusters Score -181339.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -181345.984375 Penalty: 3894.037842
	Iteration 33Q: 3 clusters Score -181346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -181351.765625 Penalty: 3894.037842
	Iteration 34Q: 3 clusters Score -181351.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -181353.359375 Penalty: 3894.037842
	Iteration 35Q: 3 clusters Score -181353.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -181353.859375 Penalty: 3894.037842
	Iteration 36Q: 3 clusters Score -181353.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -181354.812500 Penalty: 3894.037842
	Iteration 37Q: 3 clusters Score -181354.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -181357.031250 Penalty: 3894.037842
	Iteration 38Q: 3 clusters Score -181357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -181358.484375 Penalty: 3894.037842
	Iteration 39Q: 3 clusters Score -181358.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -181359.031250 Penalty: 3894.037842
	Iteration 40F: 3 clusters Score -181359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -181361.500000 Penalty: 3894.037842
	Iteration 41Q: 3 clusters Score -181361.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -181363.734375 Penalty: 3894.037842
	Iteration 42Q: 3 clusters Score -181363.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -181366.484375 Penalty: 3894.037842
	Iteration 43Q: 3 clusters Score -181366.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -181368.843750 Penalty: 3894.037842
	Iteration 44Q: 3 clusters Score -181368.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -181370.234375 Penalty: 3894.037842
	Iteration 45Q: 3 clusters Score -181370.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -181371.500000 Penalty: 3894.037842
	Iteration 46Q: 3 clusters Score -181371.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -181373.468750 Penalty: 3894.037842
	Iteration 47Q: 3 clusters Score -181373.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -181376.515625 Penalty: 3894.037842
	Iteration 48Q: 3 clusters Score -181376.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -181380.703125 Penalty: 3894.037842
	Iteration 49Q: 3 clusters Score -181380.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -181382.593750 Penalty: 3894.037842
	Iteration 50Q: 3 clusters Score -181382.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -181386.875000 Penalty: 3894.037842
	Iteration 51Q: 3 clusters Score -181386.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -181386.875000 Penalty: 3894.037842
	Iteration 52F: 3 clusters Score -181386.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Entering Unmasked Estep 
Score: -377295.281250 Penalty: 2128.579346
	Iteration 0F: 2 clusters Score -377295.3 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 2677 members 
Entering Unmasked Estep 
Score: -372576.312500 Penalty: 4257.158691
	Iteration 0F: 3 clusters Score -372576.3 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -373805.406250 Penalty: 4257.158691
	Iteration 1F: 3 clusters Score -373805.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -374136.656250 Penalty: 4257.158691
	Iteration 2F: 3 clusters Score -374136.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -374417.625000 Penalty: 4257.158691
	Iteration 3F: 3 clusters Score -374417.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -374668.531250 Penalty: 4257.158691
	Iteration 4F: 3 clusters Score -374668.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -374873.218750 Penalty: 4257.158691
	Iteration 5Q: 3 clusters Score -374873.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -375013.593750 Penalty: 4257.158691
	Iteration 6Q: 3 clusters Score -375013.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -375119.781250 Penalty: 4257.158691
	Iteration 7Q: 3 clusters Score -375119.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -375208.500000 Penalty: 4257.158691
	Iteration 8Q: 3 clusters Score -375208.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -375274.093750 Penalty: 4257.158691
	Iteration 9Q: 3 clusters Score -375274.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -375314.468750 Penalty: 4257.158691
	Iteration 10Q: 3 clusters Score -375314.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -375342.093750 Penalty: 4257.158691
	Iteration 11Q: 3 clusters Score -375342.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -375372.593750 Penalty: 4257.158691
	Iteration 12Q: 3 clusters Score -375372.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -375398.812500 Penalty: 4257.158691
	Iteration 13Q: 3 clusters Score -375398.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -375418.937500 Penalty: 4257.158691
	Iteration 14Q: 3 clusters Score -375418.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -375435.156250 Penalty: 4257.158691
	Iteration 15Q: 3 clusters Score -375435.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -375450.406250 Penalty: 4257.158691
	Iteration 16Q: 3 clusters Score -375450.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -375466.718750 Penalty: 4257.158691
	Iteration 17Q: 3 clusters Score -375466.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -375478.312500 Penalty: 4257.158691
	Iteration 18Q: 3 clusters Score -375478.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -375487.468750 Penalty: 4257.158691
	Iteration 19Q: 3 clusters Score -375487.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -375496.906250 Penalty: 4257.158691
	Iteration 20F: 3 clusters Score -375496.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -375504.500000 Penalty: 4257.158691
	Iteration 21Q: 3 clusters Score -375504.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -375511.875000 Penalty: 4257.158691
	Iteration 22Q: 3 clusters Score -375511.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -375518.718750 Penalty: 4257.158691
	Iteration 23Q: 3 clusters Score -375518.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -375521.531250 Penalty: 4257.158691
	Iteration 24Q: 3 clusters Score -375521.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -375524.937500 Penalty: 4257.158691
	Iteration 25Q: 3 clusters Score -375524.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -375527.406250 Penalty: 4257.158691
	Iteration 26Q: 3 clusters Score -375527.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -375530.062500 Penalty: 4257.158691
	Iteration 27Q: 3 clusters Score -375530.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -375534.968750 Penalty: 4257.158691
	Iteration 28Q: 3 clusters Score -375535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -375538.562500 Penalty: 4257.158691
	Iteration 29Q: 3 clusters Score -375538.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -375543.968750 Penalty: 4257.158691
	Iteration 30Q: 3 clusters Score -375544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -375550.125000 Penalty: 4257.158691
	Iteration 31Q: 3 clusters Score -375550.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -375561.093750 Penalty: 4257.158691
	Iteration 32Q: 3 clusters Score -375561.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -375570.343750 Penalty: 4257.158691
	Iteration 33Q: 3 clusters Score -375570.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -375578.093750 Penalty: 4257.158691
	Iteration 34Q: 3 clusters Score -375578.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -375587.187500 Penalty: 4257.158691
	Iteration 35Q: 3 clusters Score -375587.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -375596.125000 Penalty: 4257.158691
	Iteration 36Q: 3 clusters Score -375596.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -375603.625000 Penalty: 4257.158691
	Iteration 37Q: 3 clusters Score -375603.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -375611.968750 Penalty: 4257.158691
	Iteration 38Q: 3 clusters Score -375612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -375622.375000 Penalty: 4257.158691
	Iteration 39Q: 3 clusters Score -375622.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -375635.312500 Penalty: 4257.158691
	Iteration 40F: 3 clusters Score -375635.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -375655.968750 Penalty: 4257.158691
	Iteration 41Q: 3 clusters Score -375656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -375674.593750 Penalty: 4257.158691
	Iteration 42Q: 3 clusters Score -375674.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -375689.468750 Penalty: 4257.158691
	Iteration 43Q: 3 clusters Score -375689.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -375704.218750 Penalty: 4257.158691
	Iteration 44Q: 3 clusters Score -375704.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -375718.312500 Penalty: 4257.158691
	Iteration 45Q: 3 clusters Score -375718.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -375729.000000 Penalty: 4257.158691
	Iteration 46Q: 3 clusters Score -375729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -375734.437500 Penalty: 4257.158691
	Iteration 47Q: 3 clusters Score -375734.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -375739.531250 Penalty: 4257.158691
	Iteration 48Q: 3 clusters Score -375739.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -375745.781250 Penalty: 4257.158691
	Iteration 49Q: 3 clusters Score -375745.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -375750.375000 Penalty: 4257.158691
	Iteration 50Q: 3 clusters Score -375750.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -375753.125000 Penalty: 4257.158691
	Iteration 51Q: 3 clusters Score -375753.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -375755.406250 Penalty: 4257.158691
	Iteration 52Q: 3 clusters Score -375755.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -375757.718750 Penalty: 4257.158691
	Iteration 53Q: 3 clusters Score -375757.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -375761.218750 Penalty: 4257.158691
	Iteration 54Q: 3 clusters Score -375761.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -375763.593750 Penalty: 4257.158691
	Iteration 55Q: 3 clusters Score -375763.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -375767.500000 Penalty: 4257.158691
	Iteration 56Q: 3 clusters Score -375767.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -375771.562500 Penalty: 4257.158691
	Iteration 57Q: 3 clusters Score -375771.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -375775.250000 Penalty: 4257.158691
	Iteration 58Q: 3 clusters Score -375775.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -375780.937500 Penalty: 4257.158691
	Iteration 59Q: 3 clusters Score -375780.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -375786.781250 Penalty: 4257.158691
	Iteration 60F: 3 clusters Score -375786.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -375789.656250 Penalty: 4257.158691
	Iteration 61Q: 3 clusters Score -375789.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -375792.843750 Penalty: 4257.158691
	Iteration 62Q: 3 clusters Score -375792.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -375795.593750 Penalty: 4257.158691
	Iteration 63Q: 3 clusters Score -375795.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -375798.250000 Penalty: 4257.158691
	Iteration 64Q: 3 clusters Score -375798.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -375804.718750 Penalty: 4257.158691
	Iteration 65Q: 3 clusters Score -375804.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -375812.500000 Penalty: 4257.158691
	Iteration 66Q: 3 clusters Score -375812.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -375819.875000 Penalty: 4257.158691
	Iteration 67Q: 3 clusters Score -375819.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -375829.031250 Penalty: 4257.158691
	Iteration 68Q: 3 clusters Score -375829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -375840.531250 Penalty: 4257.158691
	Iteration 69Q: 3 clusters Score -375840.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -375852.906250 Penalty: 4257.158691
	Iteration 70Q: 3 clusters Score -375852.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -375865.156250 Penalty: 4257.158691
	Iteration 71Q: 3 clusters Score -375865.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -375883.031250 Penalty: 4257.158691
	Iteration 72Q: 3 clusters Score -375883 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -375902.062500 Penalty: 4257.158691
	Iteration 73Q: 3 clusters Score -375902.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -375920.968750 Penalty: 4257.158691
	Iteration 74Q: 3 clusters Score -375921 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -375941.687500 Penalty: 4257.158691
	Iteration 75Q: 3 clusters Score -375941.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -375959.781250 Penalty: 4257.158691
	Iteration 76Q: 3 clusters Score -375959.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -375979.937500 Penalty: 4257.158691
	Iteration 77Q: 3 clusters Score -375979.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -376018.968750 Penalty: 4257.158691
	Iteration 78Q: 3 clusters Score -376019 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -376060.062500 Penalty: 4257.158691
	Iteration 79Q: 3 clusters Score -376060.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -376104.843750 Penalty: 4257.158691
	Iteration 80F: 3 clusters Score -376104.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -376134.593750 Penalty: 4257.158691
	Iteration 81Q: 3 clusters Score -376134.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -376163.437500 Penalty: 4257.158691
	Iteration 82Q: 3 clusters Score -376163.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -376183.437500 Penalty: 4257.158691
	Iteration 83Q: 3 clusters Score -376183.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -376198.875000 Penalty: 4257.158691
	Iteration 84Q: 3 clusters Score -376198.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -376208.281250 Penalty: 4257.158691
	Iteration 85Q: 3 clusters Score -376208.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -376214.375000 Penalty: 4257.158691
	Iteration 86Q: 3 clusters Score -376214.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -376220.750000 Penalty: 4257.158691
	Iteration 87Q: 3 clusters Score -376220.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -376227.312500 Penalty: 4257.158691
	Iteration 88Q: 3 clusters Score -376227.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -376234.000000 Penalty: 4257.158691
	Iteration 89Q: 3 clusters Score -376234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -376239.375000 Penalty: 4257.158691
	Iteration 90Q: 3 clusters Score -376239.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -376245.437500 Penalty: 4257.158691
	Iteration 91Q: 3 clusters Score -376245.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -376246.875000 Penalty: 4257.158691
	Iteration 92Q: 3 clusters Score -376246.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -376250.406250 Penalty: 4257.158691
	Iteration 93Q: 3 clusters Score -376250.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -376254.218750 Penalty: 4257.158691
	Iteration 94Q: 3 clusters Score -376254.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -376256.125000 Penalty: 4257.158691
	Iteration 95Q: 3 clusters Score -376256.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -376255.500000 Penalty: 4257.158691
	Iteration 96Q: 3 clusters Score -376255.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -376255.500000 Penalty: 4257.158691
	Iteration 97F: 3 clusters Score -376255.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Entering Unmasked Estep 
Score: -254343.343750 Penalty: 2065.216064
	Iteration 0F: 2 clusters Score -254343.3 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 2049 members 
Entering Unmasked Estep 
Score: -250371.203125 Penalty: 4130.432129
	Iteration 0F: 3 clusters Score -250371.2 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -251422.671875 Penalty: 4130.432129
	Iteration 1F: 3 clusters Score -251422.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -251786.921875 Penalty: 4130.432129
	Iteration 2F: 3 clusters Score -251786.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -252093.437500 Penalty: 4130.432129
	Iteration 3F: 3 clusters Score -252093.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -252301.281250 Penalty: 4130.432129
	Iteration 4F: 3 clusters Score -252301.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -252438.265625 Penalty: 4130.432129
	Iteration 5Q: 3 clusters Score -252438.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -252550.546875 Penalty: 4130.432129
	Iteration 6Q: 3 clusters Score -252550.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -252661.640625 Penalty: 4130.432129
	Iteration 7Q: 3 clusters Score -252661.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -252734.359375 Penalty: 4130.432129
	Iteration 8Q: 3 clusters Score -252734.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -252784.156250 Penalty: 4130.432129
	Iteration 9Q: 3 clusters Score -252784.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -252821.250000 Penalty: 4130.432129
	Iteration 10Q: 3 clusters Score -252821.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -252842.312500 Penalty: 4130.432129
	Iteration 11Q: 3 clusters Score -252842.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -252858.093750 Penalty: 4130.432129
	Iteration 12Q: 3 clusters Score -252858.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -252876.265625 Penalty: 4130.432129
	Iteration 13Q: 3 clusters Score -252876.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -252891.328125 Penalty: 4130.432129
	Iteration 14Q: 3 clusters Score -252891.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -252900.750000 Penalty: 4130.432129
	Iteration 15Q: 3 clusters Score -252900.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -252909.359375 Penalty: 4130.432129
	Iteration 16Q: 3 clusters Score -252909.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -252918.453125 Penalty: 4130.432129
	Iteration 17Q: 3 clusters Score -252918.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -252924.203125 Penalty: 4130.432129
	Iteration 18Q: 3 clusters Score -252924.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -252928.437500 Penalty: 4130.432129
	Iteration 19Q: 3 clusters Score -252928.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -252929.546875 Penalty: 4130.432129
	Iteration 20F: 3 clusters Score -252929.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -252930.000000 Penalty: 4130.432129
	Iteration 21Q: 3 clusters Score -252930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -252930.812500 Penalty: 4130.432129
	Iteration 22Q: 3 clusters Score -252930.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -252930.812500 Penalty: 4130.432129
	Iteration 23F: 3 clusters Score -252930.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Entering Unmasked Estep 
Score: -2807669.500000 Penalty: 2598.939697
	Iteration 0F: 2 clusters Score -2807670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2783444.500000 Penalty: 5197.879395
	Iteration 0F: 3 clusters Score -2783444 nChanged 16194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2792508.000000 Penalty: 5197.879395
	Iteration 1F: 3 clusters Score -2792508 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2793093.250000 Penalty: 5197.879395
	Iteration 2Q: 3 clusters Score -2793093 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2793760.000000 Penalty: 5197.879395
	Iteration 3Q: 3 clusters Score -2793760 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2794585.250000 Penalty: 5197.879395
	Iteration 4Q: 3 clusters Score -2794585 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2795686.500000 Penalty: 5197.879395
	Iteration 5F: 3 clusters Score -2795686 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2797058.000000 Penalty: 5197.879395
	Iteration 6F: 3 clusters Score -2797058 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2798494.250000 Penalty: 5197.879395
	Iteration 7F: 3 clusters Score -2798494 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2799880.500000 Penalty: 5197.879395
	Iteration 8F: 3 clusters Score -2799880 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -2801004.000000 Penalty: 5197.879395
	Iteration 9F: 3 clusters Score -2801004 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2801721.500000 Penalty: 5197.879395
	Iteration 10Q: 3 clusters Score -2801722 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2802123.750000 Penalty: 5197.879395
	Iteration 11Q: 3 clusters Score -2802124 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2802379.750000 Penalty: 5197.879395
	Iteration 12Q: 3 clusters Score -2802380 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2802500.000000 Penalty: 5197.879395
	Iteration 13Q: 3 clusters Score -2802500 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2802622.250000 Penalty: 5197.879395
	Iteration 14Q: 3 clusters Score -2802622 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2802722.250000 Penalty: 5197.879395
	Iteration 15Q: 3 clusters Score -2802722 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2802787.000000 Penalty: 5197.879395
	Iteration 16Q: 3 clusters Score -2802787 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2802834.500000 Penalty: 5197.879395
	Iteration 17Q: 3 clusters Score -2802834 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -2802887.250000 Penalty: 5197.879395
	Iteration 18Q: 3 clusters Score -2802887 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2802935.250000 Penalty: 5197.879395
	Iteration 19Q: 3 clusters Score -2802935 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2802997.500000 Penalty: 5197.879395
	Iteration 20F: 3 clusters Score -2802998 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2803031.250000 Penalty: 5197.879395
	Iteration 21Q: 3 clusters Score -2803031 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2803057.000000 Penalty: 5197.879395
	Iteration 22Q: 3 clusters Score -2803057 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2803090.000000 Penalty: 5197.879395
	Iteration 23Q: 3 clusters Score -2803090 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2803120.500000 Penalty: 5197.879395
	Iteration 24Q: 3 clusters Score -2803120 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2803165.250000 Penalty: 5197.879395
	Iteration 25Q: 3 clusters Score -2803165 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -2803193.250000 Penalty: 5197.879395
	Iteration 26Q: 3 clusters Score -2803193 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2803231.000000 Penalty: 5197.879395
	Iteration 27Q: 3 clusters Score -2803231 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2803260.500000 Penalty: 5197.879395
	Iteration 28Q: 3 clusters Score -2803260 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2803295.750000 Penalty: 5197.879395
	Iteration 29Q: 3 clusters Score -2803296 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2803340.750000 Penalty: 5197.879395
	Iteration 30Q: 3 clusters Score -2803341 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -2803382.750000 Penalty: 5197.879395
	Iteration 31Q: 3 clusters Score -2803383 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -2803408.000000 Penalty: 5197.879395
	Iteration 32Q: 3 clusters Score -2803408 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -2803444.750000 Penalty: 5197.879395
	Iteration 33Q: 3 clusters Score -2803445 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2803484.750000 Penalty: 5197.879395
	Iteration 34Q: 3 clusters Score -2803485 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2803528.000000 Penalty: 5197.879395
	Iteration 35Q: 3 clusters Score -2803528 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -2803568.250000 Penalty: 5197.879395
	Iteration 36Q: 3 clusters Score -2803568 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -2803629.750000 Penalty: 5197.879395
	Iteration 37Q: 3 clusters Score -2803630 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2803658.500000 Penalty: 5197.879395
	Iteration 38Q: 3 clusters Score -2803658 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -2803688.500000 Penalty: 5197.879395
	Iteration 39Q: 3 clusters Score -2803688 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2803724.500000 Penalty: 5197.879395
	Iteration 40F: 3 clusters Score -2803724 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2803765.500000 Penalty: 5197.879395
	Iteration 41Q: 3 clusters Score -2803766 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -2803781.000000 Penalty: 5197.879395
	Iteration 42Q: 3 clusters Score -2803781 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -2803783.500000 Penalty: 5197.879395
	Iteration 43Q: 3 clusters Score -2803784 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -2803813.750000 Penalty: 5197.879395
	Iteration 44Q: 3 clusters Score -2803814 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -2803827.000000 Penalty: 5197.879395
	Iteration 45Q: 3 clusters Score -2803827 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -2803849.000000 Penalty: 5197.879395
	Iteration 46Q: 3 clusters Score -2803849 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -2803862.000000 Penalty: 5197.879395
	Iteration 47Q: 3 clusters Score -2803862 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -2803875.500000 Penalty: 5197.879395
	Iteration 48Q: 3 clusters Score -2803876 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -2803883.000000 Penalty: 5197.879395
	Iteration 49Q: 3 clusters Score -2803883 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -2803870.500000 Penalty: 5197.879395
	Iteration 50Q: 3 clusters Score -2803870 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -2803882.750000 Penalty: 5197.879395
	Iteration 51Q: 3 clusters Score -2803883 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -2803886.000000 Penalty: 5197.879395
	Iteration 52Q: 3 clusters Score -2803886 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -2803898.000000 Penalty: 5197.879395
	Iteration 53Q: 3 clusters Score -2803898 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -2803902.500000 Penalty: 5197.879395
	Iteration 54Q: 3 clusters Score -2803902 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -2803907.250000 Penalty: 5197.879395
	Iteration 55Q: 3 clusters Score -2803907 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -2803910.500000 Penalty: 5197.879395
	Iteration 56Q: 3 clusters Score -2803910 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -2803920.250000 Penalty: 5197.879395
	Iteration 57Q: 3 clusters Score -2803920 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -2803927.000000 Penalty: 5197.879395
	Iteration 58Q: 3 clusters Score -2803927 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -2803933.250000 Penalty: 5197.879395
	Iteration 59Q: 3 clusters Score -2803933 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -2803929.000000 Penalty: 5197.879395
	Iteration 60F: 3 clusters Score -2803929 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -2803944.000000 Penalty: 5197.879395
	Iteration 61Q: 3 clusters Score -2803944 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -2803947.250000 Penalty: 5197.879395
	Iteration 62Q: 3 clusters Score -2803947 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -2803950.500000 Penalty: 5197.879395
	Iteration 63Q: 3 clusters Score -2803950 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -2803955.750000 Penalty: 5197.879395
	Iteration 64Q: 3 clusters Score -2803956 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -2803967.250000 Penalty: 5197.879395
	Iteration 65Q: 3 clusters Score -2803967 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -2803977.750000 Penalty: 5197.879395
	Iteration 66Q: 3 clusters Score -2803978 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -2803987.000000 Penalty: 5197.879395
	Iteration 67Q: 3 clusters Score -2803987 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -2803983.250000 Penalty: 5197.879395
	Iteration 68Q: 3 clusters Score -2803983 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -2803991.250000 Penalty: 5197.879395
	Iteration 69Q: 3 clusters Score -2803991 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -2803992.250000 Penalty: 5197.879395
	Iteration 70Q: 3 clusters Score -2803992 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -2804008.500000 Penalty: 5197.879395
	Iteration 71Q: 3 clusters Score -2804008 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -2804005.500000 Penalty: 5197.879395
	Iteration 72Q: 3 clusters Score -2804006 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -2804023.500000 Penalty: 5197.879395
	Iteration 73Q: 3 clusters Score -2804024 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -2804027.000000 Penalty: 5197.879395
	Iteration 74Q: 3 clusters Score -2804027 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -2804027.500000 Penalty: 5197.879395
	Iteration 75Q: 3 clusters Score -2804028 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -2804034.750000 Penalty: 5197.879395
	Iteration 76Q: 3 clusters Score -2804035 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -2804041.500000 Penalty: 5197.879395
	Iteration 77Q: 3 clusters Score -2804042 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -2804055.750000 Penalty: 5197.879395
	Iteration 78Q: 3 clusters Score -2804056 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -2804066.750000 Penalty: 5197.879395
	Iteration 79Q: 3 clusters Score -2804067 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -2804068.750000 Penalty: 5197.879395
	Iteration 80F: 3 clusters Score -2804069 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -2804089.000000 Penalty: 5197.879395
	Iteration 81Q: 3 clusters Score -2804089 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -2804093.750000 Penalty: 5197.879395
	Iteration 82Q: 3 clusters Score -2804094 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -2804105.500000 Penalty: 5197.879395
	Iteration 83Q: 3 clusters Score -2804106 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -2804107.500000 Penalty: 5197.879395
	Iteration 84Q: 3 clusters Score -2804108 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -2804134.500000 Penalty: 5197.879395
	Iteration 85Q: 3 clusters Score -2804134 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -2804147.000000 Penalty: 5197.879395
	Iteration 86Q: 3 clusters Score -2804147 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -2804154.250000 Penalty: 5197.879395
	Iteration 87Q: 3 clusters Score -2804154 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -2804173.500000 Penalty: 5197.879395
	Iteration 88Q: 3 clusters Score -2804174 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -2804196.750000 Penalty: 5197.879395
	Iteration 89Q: 3 clusters Score -2804197 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -2804211.250000 Penalty: 5197.879395
	Iteration 90Q: 3 clusters Score -2804211 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -2804229.250000 Penalty: 5197.879395
	Iteration 91Q: 3 clusters Score -2804229 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -2804253.000000 Penalty: 5197.879395
	Iteration 92Q: 3 clusters Score -2804253 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -2804273.000000 Penalty: 5197.879395
	Iteration 93Q: 3 clusters Score -2804273 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -2804299.250000 Penalty: 5197.879395
	Iteration 94Q: 3 clusters Score -2804299 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -2804331.750000 Penalty: 5197.879395
	Iteration 95Q: 3 clusters Score -2804332 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -2804346.500000 Penalty: 5197.879395
	Iteration 96Q: 3 clusters Score -2804346 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -2804379.750000 Penalty: 5197.879395
	Iteration 97Q: 3 clusters Score -2804380 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -2804406.250000 Penalty: 5197.879395
	Iteration 98Q: 3 clusters Score -2804406 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -2804433.500000 Penalty: 5197.879395
	Iteration 99Q: 3 clusters Score -2804434 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -2804464.500000 Penalty: 5197.879395
	Iteration 100F: 3 clusters Score -2804464 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -2804491.250000 Penalty: 5197.879395
	Iteration 101Q: 3 clusters Score -2804491 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -2804529.500000 Penalty: 5197.879395
	Iteration 102Q: 3 clusters Score -2804530 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -2804552.000000 Penalty: 5197.879395
	Iteration 103Q: 3 clusters Score -2804552 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -2804570.000000 Penalty: 5197.879395
	Iteration 104Q: 3 clusters Score -2804570 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -2804601.250000 Penalty: 5197.879395
	Iteration 105Q: 3 clusters Score -2804601 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -2804629.500000 Penalty: 5197.879395
	Iteration 106Q: 3 clusters Score -2804630 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -2804663.750000 Penalty: 5197.879395
	Iteration 107Q: 3 clusters Score -2804664 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -2804715.250000 Penalty: 5197.879395
	Iteration 108Q: 3 clusters Score -2804715 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -2804749.500000 Penalty: 5197.879395
	Iteration 109Q: 3 clusters Score -2804750 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -2804787.500000 Penalty: 5197.879395
	Iteration 110Q: 3 clusters Score -2804788 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -2804826.250000 Penalty: 5197.879395
	Iteration 111Q: 3 clusters Score -2804826 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -2804872.000000 Penalty: 5197.879395
	Iteration 112Q: 3 clusters Score -2804872 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -2804909.250000 Penalty: 5197.879395
	Iteration 113Q: 3 clusters Score -2804909 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -2804962.500000 Penalty: 5197.879395
	Iteration 114Q: 3 clusters Score -2804962 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -2804988.000000 Penalty: 5197.879395
	Iteration 115Q: 3 clusters Score -2804988 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -2805019.500000 Penalty: 5197.879395
	Iteration 116Q: 3 clusters Score -2805020 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -2805049.000000 Penalty: 5197.879395
	Iteration 117Q: 3 clusters Score -2805049 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -2805077.750000 Penalty: 5197.879395
	Iteration 118Q: 3 clusters Score -2805078 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -2805100.000000 Penalty: 5197.879395
	Iteration 119Q: 3 clusters Score -2805100 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -2805118.500000 Penalty: 5197.879395
	Iteration 120F: 3 clusters Score -2805118 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -2805144.500000 Penalty: 5197.879395
	Iteration 121Q: 3 clusters Score -2805144 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -2805171.500000 Penalty: 5197.879395
	Iteration 122Q: 3 clusters Score -2805172 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -2805198.250000 Penalty: 5197.879395
	Iteration 123Q: 3 clusters Score -2805198 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -2805229.250000 Penalty: 5197.879395
	Iteration 124Q: 3 clusters Score -2805229 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -2805257.000000 Penalty: 5197.879395
	Iteration 125Q: 3 clusters Score -2805257 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -2805266.250000 Penalty: 5197.879395
	Iteration 126Q: 3 clusters Score -2805266 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -2805299.000000 Penalty: 5197.879395
	Iteration 127Q: 3 clusters Score -2805299 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -2805314.500000 Penalty: 5197.879395
	Iteration 128Q: 3 clusters Score -2805314 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -2805328.250000 Penalty: 5197.879395
	Iteration 129Q: 3 clusters Score -2805328 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -2805355.250000 Penalty: 5197.879395
	Iteration 130Q: 3 clusters Score -2805355 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -2805369.500000 Penalty: 5197.879395
	Iteration 131Q: 3 clusters Score -2805370 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -2805382.500000 Penalty: 5197.879395
	Iteration 132Q: 3 clusters Score -2805382 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -2805402.250000 Penalty: 5197.879395
	Iteration 133Q: 3 clusters Score -2805402 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -2805426.000000 Penalty: 5197.879395
	Iteration 134Q: 3 clusters Score -2805426 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -2805429.250000 Penalty: 5197.879395
	Iteration 135Q: 3 clusters Score -2805429 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -2805445.750000 Penalty: 5197.879395
	Iteration 136Q: 3 clusters Score -2805446 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -2805459.750000 Penalty: 5197.879395
	Iteration 137Q: 3 clusters Score -2805460 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -2805478.750000 Penalty: 5197.879395
	Iteration 138Q: 3 clusters Score -2805479 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -2805493.000000 Penalty: 5197.879395
	Iteration 139Q: 3 clusters Score -2805493 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -2805504.500000 Penalty: 5197.879395
	Iteration 140F: 3 clusters Score -2805504 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -2805517.500000 Penalty: 5197.879395
	Iteration 141Q: 3 clusters Score -2805518 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -2805527.000000 Penalty: 5197.879395
	Iteration 142Q: 3 clusters Score -2805527 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -2805532.500000 Penalty: 5197.879395
	Iteration 143Q: 3 clusters Score -2805532 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -2805556.750000 Penalty: 5197.879395
	Iteration 144Q: 3 clusters Score -2805557 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -2805572.250000 Penalty: 5197.879395
	Iteration 145Q: 3 clusters Score -2805572 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -2805587.500000 Penalty: 5197.879395
	Iteration 146Q: 3 clusters Score -2805588 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -2805601.750000 Penalty: 5197.879395
	Iteration 147Q: 3 clusters Score -2805602 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -2805620.250000 Penalty: 5197.879395
	Iteration 148Q: 3 clusters Score -2805620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -2805622.500000 Penalty: 5197.879395
	Iteration 149Q: 3 clusters Score -2805622 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -2805636.750000 Penalty: 5197.879395
	Iteration 150Q: 3 clusters Score -2805637 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -2805647.250000 Penalty: 5197.879395
	Iteration 151Q: 3 clusters Score -2805647 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -2805646.750000 Penalty: 5197.879395
	Iteration 152Q: 3 clusters Score -2805647 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -2805658.500000 Penalty: 5197.879395
	Iteration 153Q: 3 clusters Score -2805658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -2805668.250000 Penalty: 5197.879395
	Iteration 154Q: 3 clusters Score -2805668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -2805675.250000 Penalty: 5197.879395
	Iteration 155Q: 3 clusters Score -2805675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -2805679.000000 Penalty: 5197.879395
	Iteration 156Q: 3 clusters Score -2805679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -2805682.750000 Penalty: 5197.879395
	Iteration 157Q: 3 clusters Score -2805683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -2805685.750000 Penalty: 5197.879395
	Iteration 158Q: 3 clusters Score -2805686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -2805686.000000 Penalty: 5197.879395
	Iteration 159Q: 3 clusters Score -2805686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -2805693.750000 Penalty: 5197.879395
	Iteration 160F: 3 clusters Score -2805694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -2805689.750000 Penalty: 5197.879395
	Iteration 161Q: 3 clusters Score -2805690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -2805692.750000 Penalty: 5197.879395
	Iteration 162Q: 3 clusters Score -2805693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -2805696.250000 Penalty: 5197.879395
	Iteration 163Q: 3 clusters Score -2805696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -2805698.500000 Penalty: 5197.879395
	Iteration 164Q: 3 clusters Score -2805698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -2805696.000000 Penalty: 5197.879395
	Iteration 165Q: 3 clusters Score -2805696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -2805704.750000 Penalty: 5197.879395
	Iteration 166Q: 3 clusters Score -2805705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -2805705.250000 Penalty: 5197.879395
	Iteration 167Q: 3 clusters Score -2805705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -2805701.250000 Penalty: 5197.879395
	Iteration 168Q: 3 clusters Score -2805701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -2805702.000000 Penalty: 5197.879395
	Iteration 169Q: 3 clusters Score -2805702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -2805710.000000 Penalty: 5197.879395
	Iteration 170Q: 3 clusters Score -2805710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -2805714.750000 Penalty: 5197.879395
	Iteration 171Q: 3 clusters Score -2805715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -2805716.000000 Penalty: 5197.879395
	Iteration 172Q: 3 clusters Score -2805716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -2805714.500000 Penalty: 5197.879395
	Iteration 173Q: 3 clusters Score -2805714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -2805714.250000 Penalty: 5197.879395
	Iteration 174Q: 3 clusters Score -2805714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -2805720.500000 Penalty: 5197.879395
	Iteration 175Q: 3 clusters Score -2805720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -2805726.750000 Penalty: 5197.879395
	Iteration 176Q: 3 clusters Score -2805727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -2805726.750000 Penalty: 5197.879395
	Iteration 177Q: 3 clusters Score -2805727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -2805730.500000 Penalty: 5197.879395
	Iteration 178Q: 3 clusters Score -2805730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -2805731.250000 Penalty: 5197.879395
	Iteration 179Q: 3 clusters Score -2805731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -2805736.500000 Penalty: 5197.879395
	Iteration 180F: 3 clusters Score -2805736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -2805737.250000 Penalty: 5197.879395
	Iteration 181Q: 3 clusters Score -2805737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -2805746.500000 Penalty: 5197.879395
	Iteration 182Q: 3 clusters Score -2805746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -2805742.750000 Penalty: 5197.879395
	Iteration 183Q: 3 clusters Score -2805743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -2805743.500000 Penalty: 5197.879395
	Iteration 184Q: 3 clusters Score -2805744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -2805746.750000 Penalty: 5197.879395
	Iteration 185Q: 3 clusters Score -2805747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -2805749.000000 Penalty: 5197.879395
	Iteration 186Q: 3 clusters Score -2805749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -2805751.000000 Penalty: 5197.879395
	Iteration 187Q: 3 clusters Score -2805751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -2805755.500000 Penalty: 5197.879395
	Iteration 188Q: 3 clusters Score -2805756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -2805757.750000 Penalty: 5197.879395
	Iteration 189Q: 3 clusters Score -2805758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -2805762.000000 Penalty: 5197.879395
	Iteration 190Q: 3 clusters Score -2805762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -2805758.500000 Penalty: 5197.879395
	Iteration 191Q: 3 clusters Score -2805758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -2805764.750000 Penalty: 5197.879395
	Iteration 192Q: 3 clusters Score -2805765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -2805760.250000 Penalty: 5197.879395
	Iteration 193Q: 3 clusters Score -2805760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -2805766.500000 Penalty: 5197.879395
	Iteration 194Q: 3 clusters Score -2805766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -2805761.000000 Penalty: 5197.879395
	Iteration 195Q: 3 clusters Score -2805761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -2805770.750000 Penalty: 5197.879395
	Iteration 196Q: 3 clusters Score -2805771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -2805770.250000 Penalty: 5197.879395
	Iteration 197Q: 3 clusters Score -2805770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -2805773.000000 Penalty: 5197.879395
	Iteration 198Q: 3 clusters Score -2805773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -2805776.500000 Penalty: 5197.879395
	Iteration 199Q: 3 clusters Score -2805776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -2805776.250000 Penalty: 5197.879395
	Iteration 200F: 3 clusters Score -2805776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -2805779.250000 Penalty: 5197.879395
	Iteration 201Q: 3 clusters Score -2805779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -2805778.750000 Penalty: 5197.879395
	Iteration 202Q: 3 clusters Score -2805779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -2805783.750000 Penalty: 5197.879395
	Iteration 203Q: 3 clusters Score -2805784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -2805782.500000 Penalty: 5197.879395
	Iteration 204Q: 3 clusters Score -2805782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -2805784.500000 Penalty: 5197.879395
	Iteration 205Q: 3 clusters Score -2805784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -2805780.000000 Penalty: 5197.879395
	Iteration 206Q: 3 clusters Score -2805780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -2805784.500000 Penalty: 5197.879395
	Iteration 207Q: 3 clusters Score -2805784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -2805782.500000 Penalty: 5197.879395
	Iteration 208Q: 3 clusters Score -2805782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -2805785.250000 Penalty: 5197.879395
	Iteration 209Q: 3 clusters Score -2805785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -2805785.250000 Penalty: 5197.879395
	Iteration 210F: 3 clusters Score -2805785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (319989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319989 members 
Entering Unmasked Estep 
Score: -23850722.000000 Penalty: 3143.658203
	Iteration 0F: 2 clusters Score -2.385072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160532 members 
Mstep: Class 2 contains 159457 members 
Entering Unmasked Estep 
Score: -23635526.000000 Penalty: 6287.316406
	Iteration 0F: 3 clusters Score -2.363553e+07 nChanged 155105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170703 members 
Mstep: Class 2 contains 149286 members 
Entering Unmasked Estep 
Score: -23727944.000000 Penalty: 6287.316406
	Iteration 1F: 3 clusters Score -2.372794e+07 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176987 members 
Mstep: Class 2 contains 143002 members 
Entering Unmasked Estep 
Score: -23730470.000000 Penalty: 6287.316406
	Iteration 2Q: 3 clusters Score -2.373047e+07 nChanged 11125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186606 members 
Mstep: Class 2 contains 133383 members 
Entering Unmasked Estep 
Score: -23734844.000000 Penalty: 6287.316406
	Iteration 3Q: 3 clusters Score -2.373484e+07 nChanged 15145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200977 members 
Mstep: Class 2 contains 119012 members 
Entering Unmasked Estep 
Score: -23743128.000000 Penalty: 6287.316406
	Iteration 4Q: 3 clusters Score -2.374313e+07 nChanged 20564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221219 members 
Mstep: Class 2 contains 98770 members 
Entering Unmasked Estep 
Score: -23757944.000000 Penalty: 6287.316406
	Iteration 5F: 3 clusters Score -2.375794e+07 nChanged 26095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247170 members 
Mstep: Class 2 contains 72819 members 
Entering Unmasked Estep 
Score: -23780752.000000 Penalty: 6287.316406
	Iteration 6F: 3 clusters Score -2.378075e+07 nChanged 27125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274251 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -23807834.000000 Penalty: 6287.316406
	Iteration 7F: 3 clusters Score -2.380783e+07 nChanged 21062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295287 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -23828448.000000 Penalty: 6287.316406
	Iteration 8F: 3 clusters Score -2.382845e+07 nChanged 11907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307154 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -23839528.000000 Penalty: 6287.316406
	Iteration 9Q: 3 clusters Score -2.383953e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312572 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -23844430.000000 Penalty: 6287.316406
	Iteration 10Q: 3 clusters Score -2.384443e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314976 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -23846260.000000 Penalty: 6287.316406
	Iteration 11Q: 3 clusters Score -2.384626e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316135 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -23847114.000000 Penalty: 6287.316406
	Iteration 12Q: 3 clusters Score -2.384711e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316745 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -23847550.000000 Penalty: 6287.316406
	Iteration 13Q: 3 clusters Score -2.384755e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317111 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -23847818.000000 Penalty: 6287.316406
	Iteration 14Q: 3 clusters Score -2.384782e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317324 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -23848040.000000 Penalty: 6287.316406
	Iteration 15Q: 3 clusters Score -2.384804e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317442 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -23848208.000000 Penalty: 6287.316406
	Iteration 16Q: 3 clusters Score -2.384821e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317521 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -23848342.000000 Penalty: 6287.316406
	Iteration 17Q: 3 clusters Score -2.384834e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317563 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -23848440.000000 Penalty: 6287.316406
	Iteration 18Q: 3 clusters Score -2.384844e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317591 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -23848476.000000 Penalty: 6287.316406
	Iteration 19Q: 3 clusters Score -2.384848e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317615 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -23848500.000000 Penalty: 6287.316406
	Iteration 20F: 3 clusters Score -2.38485e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317639 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -23848548.000000 Penalty: 6287.316406
	Iteration 21Q: 3 clusters Score -2.384855e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317666 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -23848588.000000 Penalty: 6287.316406
	Iteration 22Q: 3 clusters Score -2.384859e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317678 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -23848628.000000 Penalty: 6287.316406
	Iteration 23Q: 3 clusters Score -2.384863e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317679 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -23848636.000000 Penalty: 6287.316406
	Iteration 24Q: 3 clusters Score -2.384864e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317672 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -23848618.000000 Penalty: 6287.316406
	Iteration 25Q: 3 clusters Score -2.384862e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317651 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -23848652.000000 Penalty: 6287.316406
	Iteration 26Q: 3 clusters Score -2.384865e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317638 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -23848676.000000 Penalty: 6287.316406
	Iteration 27Q: 3 clusters Score -2.384868e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317633 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -23848702.000000 Penalty: 6287.316406
	Iteration 28Q: 3 clusters Score -2.38487e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317619 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -23848700.000000 Penalty: 6287.316406
	Iteration 29Q: 3 clusters Score -2.38487e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317604 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -23848698.000000 Penalty: 6287.316406
	Iteration 30Q: 3 clusters Score -2.38487e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317593 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -23848710.000000 Penalty: 6287.316406
	Iteration 31Q: 3 clusters Score -2.384871e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317595 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -23848746.000000 Penalty: 6287.316406
	Iteration 32Q: 3 clusters Score -2.384875e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317575 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -23848762.000000 Penalty: 6287.316406
	Iteration 33Q: 3 clusters Score -2.384876e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317569 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -23848746.000000 Penalty: 6287.316406
	Iteration 34Q: 3 clusters Score -2.384875e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317567 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -23848758.000000 Penalty: 6287.316406
	Iteration 35Q: 3 clusters Score -2.384876e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317559 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -23848770.000000 Penalty: 6287.316406
	Iteration 36Q: 3 clusters Score -2.384877e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317555 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -23848804.000000 Penalty: 6287.316406
	Iteration 37Q: 3 clusters Score -2.38488e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317545 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -23848808.000000 Penalty: 6287.316406
	Iteration 38Q: 3 clusters Score -2.384881e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317532 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -23848794.000000 Penalty: 6287.316406
	Iteration 39Q: 3 clusters Score -2.384879e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317521 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -23848832.000000 Penalty: 6287.316406
	Iteration 40F: 3 clusters Score -2.384883e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317511 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -23848814.000000 Penalty: 6287.316406
	Iteration 41Q: 3 clusters Score -2.384881e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317502 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -23848810.000000 Penalty: 6287.316406
	Iteration 42Q: 3 clusters Score -2.384881e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317497 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -23848814.000000 Penalty: 6287.316406
	Iteration 43Q: 3 clusters Score -2.384881e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317482 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -23848808.000000 Penalty: 6287.316406
	Iteration 44Q: 3 clusters Score -2.384881e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317468 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -23848824.000000 Penalty: 6287.316406
	Iteration 45Q: 3 clusters Score -2.384882e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317455 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -23848830.000000 Penalty: 6287.316406
	Iteration 46Q: 3 clusters Score -2.384883e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317447 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -23848866.000000 Penalty: 6287.316406
	Iteration 47Q: 3 clusters Score -2.384887e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317442 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -23848856.000000 Penalty: 6287.316406
	Iteration 48Q: 3 clusters Score -2.384886e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317435 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -23848844.000000 Penalty: 6287.316406
	Iteration 49Q: 3 clusters Score -2.384884e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317426 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -23848860.000000 Penalty: 6287.316406
	Iteration 50Q: 3 clusters Score -2.384886e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317420 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -23848868.000000 Penalty: 6287.316406
	Iteration 51Q: 3 clusters Score -2.384887e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317410 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -23848846.000000 Penalty: 6287.316406
	Iteration 52Q: 3 clusters Score -2.384885e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317409 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -23848840.000000 Penalty: 6287.316406
	Iteration 53Q: 3 clusters Score -2.384884e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317405 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -23848852.000000 Penalty: 6287.316406
	Iteration 54Q: 3 clusters Score -2.384885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317402 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -23848856.000000 Penalty: 6287.316406
	Iteration 55Q: 3 clusters Score -2.384886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317396 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -23848866.000000 Penalty: 6287.316406
	Iteration 56Q: 3 clusters Score -2.384887e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317387 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -23848850.000000 Penalty: 6287.316406
	Iteration 57Q: 3 clusters Score -2.384885e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317379 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -23848868.000000 Penalty: 6287.316406
	Iteration 58Q: 3 clusters Score -2.384887e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317381 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -23848840.000000 Penalty: 6287.316406
	Iteration 59Q: 3 clusters Score -2.384884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317380 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -23848842.000000 Penalty: 6287.316406
	Iteration 60F: 3 clusters Score -2.384884e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317376 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -23848850.000000 Penalty: 6287.316406
	Iteration 61Q: 3 clusters Score -2.384885e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317376 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -23848852.000000 Penalty: 6287.316406
	Iteration 62Q: 3 clusters Score -2.384885e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317371 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -23848850.000000 Penalty: 6287.316406
	Iteration 63Q: 3 clusters Score -2.384885e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317366 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -23848834.000000 Penalty: 6287.316406
	Iteration 64Q: 3 clusters Score -2.384883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317363 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -23848834.000000 Penalty: 6287.316406
	Iteration 65Q: 3 clusters Score -2.384883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317363 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -23848838.000000 Penalty: 6287.316406
	Iteration 66Q: 3 clusters Score -2.384884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317361 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -23848820.000000 Penalty: 6287.316406
	Iteration 67Q: 3 clusters Score -2.384882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317355 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -23848812.000000 Penalty: 6287.316406
	Iteration 68Q: 3 clusters Score -2.384881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317353 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -23848824.000000 Penalty: 6287.316406
	Iteration 69Q: 3 clusters Score -2.384882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317348 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -23848826.000000 Penalty: 6287.316406
	Iteration 70Q: 3 clusters Score -2.384883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317339 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -23848814.000000 Penalty: 6287.316406
	Iteration 71Q: 3 clusters Score -2.384881e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317330 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -23848832.000000 Penalty: 6287.316406
	Iteration 72Q: 3 clusters Score -2.384883e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317326 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -23848830.000000 Penalty: 6287.316406
	Iteration 73Q: 3 clusters Score -2.384883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317323 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -23848836.000000 Penalty: 6287.316406
	Iteration 74Q: 3 clusters Score -2.384884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317322 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -23848850.000000 Penalty: 6287.316406
	Iteration 75Q: 3 clusters Score -2.384885e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317313 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -23848840.000000 Penalty: 6287.316406
	Iteration 76Q: 3 clusters Score -2.384884e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317316 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -23848846.000000 Penalty: 6287.316406
	Iteration 77Q: 3 clusters Score -2.384885e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317308 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -23848858.000000 Penalty: 6287.316406
	Iteration 78Q: 3 clusters Score -2.384886e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317299 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -23848846.000000 Penalty: 6287.316406
	Iteration 79Q: 3 clusters Score -2.384885e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317298 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -23848848.000000 Penalty: 6287.316406
	Iteration 80F: 3 clusters Score -2.384885e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317291 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -23848876.000000 Penalty: 6287.316406
	Iteration 81Q: 3 clusters Score -2.384888e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317293 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -23848876.000000 Penalty: 6287.316406
	Iteration 82Q: 3 clusters Score -2.384888e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317290 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -23848882.000000 Penalty: 6287.316406
	Iteration 83Q: 3 clusters Score -2.384888e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317283 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -23848894.000000 Penalty: 6287.316406
	Iteration 84Q: 3 clusters Score -2.384889e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317286 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -23848886.000000 Penalty: 6287.316406
	Iteration 85Q: 3 clusters Score -2.384889e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317291 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -23848886.000000 Penalty: 6287.316406
	Iteration 86Q: 3 clusters Score -2.384889e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317290 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -23848888.000000 Penalty: 6287.316406
	Iteration 87Q: 3 clusters Score -2.384889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317289 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -23848890.000000 Penalty: 6287.316406
	Iteration 88Q: 3 clusters Score -2.384889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317286 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -23848898.000000 Penalty: 6287.316406
	Iteration 89Q: 3 clusters Score -2.38489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317285 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -23848896.000000 Penalty: 6287.316406
	Iteration 90Q: 3 clusters Score -2.38489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317284 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -23848898.000000 Penalty: 6287.316406
	Iteration 91Q: 3 clusters Score -2.38489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317285 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -23848898.000000 Penalty: 6287.316406
	Iteration 92Q: 3 clusters Score -2.38489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317286 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -23848900.000000 Penalty: 6287.316406
	Iteration 93Q: 3 clusters Score -2.38489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317285 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -23848890.000000 Penalty: 6287.316406
	Iteration 94Q: 3 clusters Score -2.384889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317285 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -23848898.000000 Penalty: 6287.316406
	Iteration 95Q: 3 clusters Score -2.38489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317285 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -23848890.000000 Penalty: 6287.316406
	Iteration 96Q: 3 clusters Score -2.384889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317285 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -23848894.000000 Penalty: 6287.316406
	Iteration 97Q: 3 clusters Score -2.384889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317286 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -23848910.000000 Penalty: 6287.316406
	Iteration 98Q: 3 clusters Score -2.384891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317286 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -23848888.000000 Penalty: 6287.316406
	Iteration 99Q: 3 clusters Score -2.384889e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317288 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -23848908.000000 Penalty: 6287.316406
	Iteration 100F: 3 clusters Score -2.384891e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317295 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -23848892.000000 Penalty: 6287.316406
	Iteration 101Q: 3 clusters Score -2.384889e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317299 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -23848918.000000 Penalty: 6287.316406
	Iteration 102Q: 3 clusters Score -2.384892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317301 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -23848922.000000 Penalty: 6287.316406
	Iteration 103Q: 3 clusters Score -2.384892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317300 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -23848912.000000 Penalty: 6287.316406
	Iteration 104Q: 3 clusters Score -2.384891e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317294 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -23848928.000000 Penalty: 6287.316406
	Iteration 105Q: 3 clusters Score -2.384893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317296 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -23848942.000000 Penalty: 6287.316406
	Iteration 106Q: 3 clusters Score -2.384894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317296 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -23848932.000000 Penalty: 6287.316406
	Iteration 107Q: 3 clusters Score -2.384893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317298 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -23848950.000000 Penalty: 6287.316406
	Iteration 108Q: 3 clusters Score -2.384895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317297 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -23848938.000000 Penalty: 6287.316406
	Iteration 109Q: 3 clusters Score -2.384894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317296 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -23848938.000000 Penalty: 6287.316406
	Iteration 110Q: 3 clusters Score -2.384894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317299 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -23848932.000000 Penalty: 6287.316406
	Iteration 111Q: 3 clusters Score -2.384893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317299 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -23848940.000000 Penalty: 6287.316406
	Iteration 112Q: 3 clusters Score -2.384894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317300 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -23848922.000000 Penalty: 6287.316406
	Iteration 113Q: 3 clusters Score -2.384892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317301 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -23848926.000000 Penalty: 6287.316406
	Iteration 114Q: 3 clusters Score -2.384893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317301 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -23848926.000000 Penalty: 6287.316406
	Iteration 115F: 3 clusters Score -2.384893e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Entering Unmasked Estep 
Score: -550621.062500 Penalty: 2202.833252
	Iteration 0F: 2 clusters Score -550621.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -544779.812500 Penalty: 4405.666504
	Iteration 0F: 3 clusters Score -544779.8 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -546308.000000 Penalty: 4405.666504
	Iteration 1F: 3 clusters Score -546308 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -546636.125000 Penalty: 4405.666504
	Iteration 2F: 3 clusters Score -546636.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -546873.750000 Penalty: 4405.666504
	Iteration 3F: 3 clusters Score -546873.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -547081.500000 Penalty: 4405.666504
	Iteration 4Q: 3 clusters Score -547081.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -547311.562500 Penalty: 4405.666504
	Iteration 5Q: 3 clusters Score -547311.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -547535.000000 Penalty: 4405.666504
	Iteration 6Q: 3 clusters Score -547535 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -547787.937500 Penalty: 4405.666504
	Iteration 7Q: 3 clusters Score -547787.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -548063.625000 Penalty: 4405.666504
	Iteration 8Q: 3 clusters Score -548063.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -548337.687500 Penalty: 4405.666504
	Iteration 9Q: 3 clusters Score -548337.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -548556.000000 Penalty: 4405.666504
	Iteration 10Q: 3 clusters Score -548556 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -548776.625000 Penalty: 4405.666504
	Iteration 11Q: 3 clusters Score -548776.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -548955.250000 Penalty: 4405.666504
	Iteration 12Q: 3 clusters Score -548955.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -549105.000000 Penalty: 4405.666504
	Iteration 13Q: 3 clusters Score -549105 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -549205.250000 Penalty: 4405.666504
	Iteration 14Q: 3 clusters Score -549205.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -549272.437500 Penalty: 4405.666504
	Iteration 15Q: 3 clusters Score -549272.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -549312.125000 Penalty: 4405.666504
	Iteration 16Q: 3 clusters Score -549312.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -549333.625000 Penalty: 4405.666504
	Iteration 17Q: 3 clusters Score -549333.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -549345.500000 Penalty: 4405.666504
	Iteration 18Q: 3 clusters Score -549345.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -549357.375000 Penalty: 4405.666504
	Iteration 19Q: 3 clusters Score -549357.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -549364.625000 Penalty: 4405.666504
	Iteration 20F: 3 clusters Score -549364.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -549370.687500 Penalty: 4405.666504
	Iteration 21Q: 3 clusters Score -549370.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -549371.937500 Penalty: 4405.666504
	Iteration 22Q: 3 clusters Score -549371.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -549373.375000 Penalty: 4405.666504
	Iteration 23Q: 3 clusters Score -549373.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -549373.812500 Penalty: 4405.666504
	Iteration 24Q: 3 clusters Score -549373.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -549375.187500 Penalty: 4405.666504
	Iteration 25Q: 3 clusters Score -549375.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -549377.750000 Penalty: 4405.666504
	Iteration 26Q: 3 clusters Score -549377.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -549380.750000 Penalty: 4405.666504
	Iteration 27Q: 3 clusters Score -549380.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -549383.125000 Penalty: 4405.666504
	Iteration 28Q: 3 clusters Score -549383.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -549383.750000 Penalty: 4405.666504
	Iteration 29Q: 3 clusters Score -549383.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -549384.500000 Penalty: 4405.666504
	Iteration 30Q: 3 clusters Score -549384.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -549386.437500 Penalty: 4405.666504
	Iteration 31Q: 3 clusters Score -549386.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -549386.687500 Penalty: 4405.666504
	Iteration 32Q: 3 clusters Score -549386.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -549388.000000 Penalty: 4405.666504
	Iteration 33Q: 3 clusters Score -549388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -549389.750000 Penalty: 4405.666504
	Iteration 34Q: 3 clusters Score -549389.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -549391.312500 Penalty: 4405.666504
	Iteration 35Q: 3 clusters Score -549391.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -549391.312500 Penalty: 4405.666504
	Iteration 36F: 3 clusters Score -549391.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Entering Unmasked Estep 
Score: -993435.437500 Penalty: 2348.198486
	Iteration 0F: 2 clusters Score -993435.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -983987.187500 Penalty: 4696.396973
	Iteration 0F: 3 clusters Score -983987.2 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -986969.562500 Penalty: 4696.396973
	Iteration 1F: 3 clusters Score -986969.6 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -987438.187500 Penalty: 4696.396973
	Iteration 2F: 3 clusters Score -987438.2 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -987947.937500 Penalty: 4696.396973
	Iteration 3F: 3 clusters Score -987947.9 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -988525.875000 Penalty: 4696.396973
	Iteration 4F: 3 clusters Score -988525.9 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -989132.000000 Penalty: 4696.396973
	Iteration 5F: 3 clusters Score -989132 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -989750.187500 Penalty: 4696.396973
	Iteration 6F: 3 clusters Score -989750.2 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -990336.312500 Penalty: 4696.396973
	Iteration 7F: 3 clusters Score -990336.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -990700.937500 Penalty: 4696.396973
	Iteration 8Q: 3 clusters Score -990700.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -990904.375000 Penalty: 4696.396973
	Iteration 9Q: 3 clusters Score -990904.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -991027.000000 Penalty: 4696.396973
	Iteration 10Q: 3 clusters Score -991027 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -991118.437500 Penalty: 4696.396973
	Iteration 11Q: 3 clusters Score -991118.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -991177.250000 Penalty: 4696.396973
	Iteration 12Q: 3 clusters Score -991177.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -991235.250000 Penalty: 4696.396973
	Iteration 13Q: 3 clusters Score -991235.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -991293.875000 Penalty: 4696.396973
	Iteration 14Q: 3 clusters Score -991293.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -991356.312500 Penalty: 4696.396973
	Iteration 15Q: 3 clusters Score -991356.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -991425.500000 Penalty: 4696.396973
	Iteration 16Q: 3 clusters Score -991425.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -991520.000000 Penalty: 4696.396973
	Iteration 17Q: 3 clusters Score -991520 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -991606.437500 Penalty: 4696.396973
	Iteration 18Q: 3 clusters Score -991606.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -991702.750000 Penalty: 4696.396973
	Iteration 19Q: 3 clusters Score -991702.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -991814.000000 Penalty: 4696.396973
	Iteration 20F: 3 clusters Score -991814 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -991904.062500 Penalty: 4696.396973
	Iteration 21Q: 3 clusters Score -991904.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -991996.875000 Penalty: 4696.396973
	Iteration 22Q: 3 clusters Score -991996.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -992055.937500 Penalty: 4696.396973
	Iteration 23Q: 3 clusters Score -992055.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -992100.687500 Penalty: 4696.396973
	Iteration 24Q: 3 clusters Score -992100.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -992129.500000 Penalty: 4696.396973
	Iteration 25Q: 3 clusters Score -992129.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -992155.000000 Penalty: 4696.396973
	Iteration 26Q: 3 clusters Score -992155 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -992175.687500 Penalty: 4696.396973
	Iteration 27Q: 3 clusters Score -992175.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -992189.437500 Penalty: 4696.396973
	Iteration 28Q: 3 clusters Score -992189.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -992200.250000 Penalty: 4696.396973
	Iteration 29Q: 3 clusters Score -992200.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -992207.750000 Penalty: 4696.396973
	Iteration 30Q: 3 clusters Score -992207.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -992212.812500 Penalty: 4696.396973
	Iteration 31Q: 3 clusters Score -992212.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -992216.562500 Penalty: 4696.396973
	Iteration 32Q: 3 clusters Score -992216.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -992219.562500 Penalty: 4696.396973
	Iteration 33Q: 3 clusters Score -992219.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -992219.687500 Penalty: 4696.396973
	Iteration 34Q: 3 clusters Score -992219.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -992222.625000 Penalty: 4696.396973
	Iteration 35Q: 3 clusters Score -992222.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -992225.687500 Penalty: 4696.396973
	Iteration 36Q: 3 clusters Score -992225.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -992230.062500 Penalty: 4696.396973
	Iteration 37Q: 3 clusters Score -992230.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -992232.750000 Penalty: 4696.396973
	Iteration 38Q: 3 clusters Score -992232.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -992234.062500 Penalty: 4696.396973
	Iteration 39Q: 3 clusters Score -992234.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -992237.187500 Penalty: 4696.396973
	Iteration 40F: 3 clusters Score -992237.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -992239.687500 Penalty: 4696.396973
	Iteration 41Q: 3 clusters Score -992239.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -992244.687500 Penalty: 4696.396973
	Iteration 42Q: 3 clusters Score -992244.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -992246.562500 Penalty: 4696.396973
	Iteration 43Q: 3 clusters Score -992246.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -992252.687500 Penalty: 4696.396973
	Iteration 44Q: 3 clusters Score -992252.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -992255.375000 Penalty: 4696.396973
	Iteration 45Q: 3 clusters Score -992255.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -992256.125000 Penalty: 4696.396973
	Iteration 46Q: 3 clusters Score -992256.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -992256.687500 Penalty: 4696.396973
	Iteration 47Q: 3 clusters Score -992256.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -992258.562500 Penalty: 4696.396973
	Iteration 48Q: 3 clusters Score -992258.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -992259.250000 Penalty: 4696.396973
	Iteration 49Q: 3 clusters Score -992259.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -992259.062500 Penalty: 4696.396973
	Iteration 50Q: 3 clusters Score -992259.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -992259.937500 Penalty: 4696.396973
	Iteration 51Q: 3 clusters Score -992259.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -992260.625000 Penalty: 4696.396973
	Iteration 52Q: 3 clusters Score -992260.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -992260.750000 Penalty: 4696.396973
	Iteration 53Q: 3 clusters Score -992260.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -992260.750000 Penalty: 4696.396973
	Iteration 54F: 3 clusters Score -992260.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (53315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53315 members 
Entering Unmasked Estep 
Score: -4080425.000000 Penalty: 2699.225342
	Iteration 0F: 2 clusters Score -4080425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -4044751.750000 Penalty: 5398.450684
	Iteration 0F: 3 clusters Score -4044752 nChanged 24672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -4058364.250000 Penalty: 5398.450684
	Iteration 1F: 3 clusters Score -4058364 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -4059126.500000 Penalty: 5398.450684
	Iteration 2Q: 3 clusters Score -4059126 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -4059952.250000 Penalty: 5398.450684
	Iteration 3Q: 3 clusters Score -4059952 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -4061098.750000 Penalty: 5398.450684
	Iteration 4Q: 3 clusters Score -4061099 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -4062861.750000 Penalty: 5398.450684
	Iteration 5F: 3 clusters Score -4062862 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -4065473.750000 Penalty: 5398.450684
	Iteration 6F: 3 clusters Score -4065474 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -4068738.500000 Penalty: 5398.450684
	Iteration 7F: 3 clusters Score -4068738 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -4072067.250000 Penalty: 5398.450684
	Iteration 8F: 3 clusters Score -4072067 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -4074576.750000 Penalty: 5398.450684
	Iteration 9F: 3 clusters Score -4074577 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -4076170.250000 Penalty: 5398.450684
	Iteration 10Q: 3 clusters Score -4076170 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 50528 members 
Entering Unmasked Estep 
Score: -4076959.500000 Penalty: 5398.450684
	Iteration 11Q: 3 clusters Score -4076960 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -4077350.750000 Penalty: 5398.450684
	Iteration 12Q: 3 clusters Score -4077351 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 51378 members 
Entering Unmasked Estep 
Score: -4077612.500000 Penalty: 5398.450684
	Iteration 13Q: 3 clusters Score -4077612 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -4077753.750000 Penalty: 5398.450684
	Iteration 14Q: 3 clusters Score -4077754 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 51763 members 
Entering Unmasked Estep 
Score: -4077849.500000 Penalty: 5398.450684
	Iteration 15Q: 3 clusters Score -4077850 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -4077894.250000 Penalty: 5398.450684
	Iteration 16Q: 3 clusters Score -4077894 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -4077947.750000 Penalty: 5398.450684
	Iteration 17Q: 3 clusters Score -4077948 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -4078000.750000 Penalty: 5398.450684
	Iteration 18Q: 3 clusters Score -4078001 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -4078042.250000 Penalty: 5398.450684
	Iteration 19Q: 3 clusters Score -4078042 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -4078074.000000 Penalty: 5398.450684
	Iteration 20F: 3 clusters Score -4078074 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -4078100.250000 Penalty: 5398.450684
	Iteration 21Q: 3 clusters Score -4078100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 52303 members 
Entering Unmasked Estep 
Score: -4078111.000000 Penalty: 5398.450684
	Iteration 22Q: 3 clusters Score -4078111 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 52332 members 
Entering Unmasked Estep 
Score: -4078137.250000 Penalty: 5398.450684
	Iteration 23Q: 3 clusters Score -4078137 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 52363 members 
Entering Unmasked Estep 
Score: -4078147.750000 Penalty: 5398.450684
	Iteration 24Q: 3 clusters Score -4078148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -4078152.500000 Penalty: 5398.450684
	Iteration 25Q: 3 clusters Score -4078152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -4078162.750000 Penalty: 5398.450684
	Iteration 26Q: 3 clusters Score -4078163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
Score: -4078165.500000 Penalty: 5398.450684
	Iteration 27Q: 3 clusters Score -4078166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
Score: -4078172.750000 Penalty: 5398.450684
	Iteration 28Q: 3 clusters Score -4078173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 52432 members 
Entering Unmasked Estep 
Score: -4078175.500000 Penalty: 5398.450684
	Iteration 29Q: 3 clusters Score -4078176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 52436 members 
Entering Unmasked Estep 
Score: -4078175.250000 Penalty: 5398.450684
	Iteration 30Q: 3 clusters Score -4078175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 52437 members 
Entering Unmasked Estep 
Score: -4078174.000000 Penalty: 5398.450684
	Iteration 31Q: 3 clusters Score -4078174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 52437 members 
Entering Unmasked Estep 
Score: -4078174.000000 Penalty: 5398.450684
	Iteration 32F: 3 clusters Score -4078174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Entering Unmasked Estep 
Score: -339254.406250 Penalty: 2105.271729
	Iteration 0F: 2 clusters Score -339254.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -334842.531250 Penalty: 4210.543457
	Iteration 0F: 3 clusters Score -334842.5 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -335943.500000 Penalty: 4210.543457
	Iteration 1F: 3 clusters Score -335943.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -336194.843750 Penalty: 4210.543457
	Iteration 2F: 3 clusters Score -336194.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -336373.093750 Penalty: 4210.543457
	Iteration 3F: 3 clusters Score -336373.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -336544.906250 Penalty: 4210.543457
	Iteration 4Q: 3 clusters Score -336544.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -336687.281250 Penalty: 4210.543457
	Iteration 5Q: 3 clusters Score -336687.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -336797.562500 Penalty: 4210.543457
	Iteration 6Q: 3 clusters Score -336797.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -336890.875000 Penalty: 4210.543457
	Iteration 7Q: 3 clusters Score -336890.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -336979.125000 Penalty: 4210.543457
	Iteration 8Q: 3 clusters Score -336979.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -337062.468750 Penalty: 4210.543457
	Iteration 9Q: 3 clusters Score -337062.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -337131.937500 Penalty: 4210.543457
	Iteration 10Q: 3 clusters Score -337131.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -337203.750000 Penalty: 4210.543457
	Iteration 11Q: 3 clusters Score -337203.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -337271.343750 Penalty: 4210.543457
	Iteration 12Q: 3 clusters Score -337271.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -337327.906250 Penalty: 4210.543457
	Iteration 13Q: 3 clusters Score -337327.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -337374.593750 Penalty: 4210.543457
	Iteration 14Q: 3 clusters Score -337374.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -337411.843750 Penalty: 4210.543457
	Iteration 15Q: 3 clusters Score -337411.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -337433.281250 Penalty: 4210.543457
	Iteration 16Q: 3 clusters Score -337433.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -337448.718750 Penalty: 4210.543457
	Iteration 17Q: 3 clusters Score -337448.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -337458.593750 Penalty: 4210.543457
	Iteration 18Q: 3 clusters Score -337458.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -337468.156250 Penalty: 4210.543457
	Iteration 19Q: 3 clusters Score -337468.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -337484.843750 Penalty: 4210.543457
	Iteration 20F: 3 clusters Score -337484.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -337499.656250 Penalty: 4210.543457
	Iteration 21Q: 3 clusters Score -337499.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -337517.718750 Penalty: 4210.543457
	Iteration 22Q: 3 clusters Score -337517.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -337536.500000 Penalty: 4210.543457
	Iteration 23Q: 3 clusters Score -337536.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -337552.375000 Penalty: 4210.543457
	Iteration 24Q: 3 clusters Score -337552.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -337563.750000 Penalty: 4210.543457
	Iteration 25Q: 3 clusters Score -337563.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -337570.000000 Penalty: 4210.543457
	Iteration 26Q: 3 clusters Score -337570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -337574.406250 Penalty: 4210.543457
	Iteration 27Q: 3 clusters Score -337574.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -337576.343750 Penalty: 4210.543457
	Iteration 28Q: 3 clusters Score -337576.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -337579.937500 Penalty: 4210.543457
	Iteration 29Q: 3 clusters Score -337579.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -337581.593750 Penalty: 4210.543457
	Iteration 30Q: 3 clusters Score -337581.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -337586.281250 Penalty: 4210.543457
	Iteration 31Q: 3 clusters Score -337586.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -337591.062500 Penalty: 4210.543457
	Iteration 32Q: 3 clusters Score -337591.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -337596.937500 Penalty: 4210.543457
	Iteration 33Q: 3 clusters Score -337596.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -337601.906250 Penalty: 4210.543457
	Iteration 34Q: 3 clusters Score -337601.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -337603.968750 Penalty: 4210.543457
	Iteration 35Q: 3 clusters Score -337604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -337605.968750 Penalty: 4210.543457
	Iteration 36Q: 3 clusters Score -337606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -337606.718750 Penalty: 4210.543457
	Iteration 37Q: 3 clusters Score -337606.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -337607.718750 Penalty: 4210.543457
	Iteration 38Q: 3 clusters Score -337607.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -337608.312500 Penalty: 4210.543457
	Iteration 39Q: 3 clusters Score -337608.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -337609.250000 Penalty: 4210.543457
	Iteration 40F: 3 clusters Score -337609.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -337610.468750 Penalty: 4210.543457
	Iteration 41Q: 3 clusters Score -337610.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -337611.531250 Penalty: 4210.543457
	Iteration 42Q: 3 clusters Score -337611.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -337611.781250 Penalty: 4210.543457
	Iteration 43Q: 3 clusters Score -337611.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -337612.750000 Penalty: 4210.543457
	Iteration 44Q: 3 clusters Score -337612.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -337612.187500 Penalty: 4210.543457
	Iteration 45Q: 3 clusters Score -337612.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -337612.187500 Penalty: 4210.543457
	Iteration 46F: 3 clusters Score -337612.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Entering Unmasked Estep 
Score: -737463.000000 Penalty: 2288.953857
	Iteration 0F: 2 clusters Score -737463 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 5060 members 
Entering Unmasked Estep 
Score: -729715.562500 Penalty: 4577.907715
	Iteration 0F: 3 clusters Score -729715.6 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -732317.750000 Penalty: 4577.907715
	Iteration 1F: 3 clusters Score -732317.8 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -732969.062500 Penalty: 4577.907715
	Iteration 2F: 3 clusters Score -732969.1 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -733484.625000 Penalty: 4577.907715
	Iteration 3F: 3 clusters Score -733484.6 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -733912.750000 Penalty: 4577.907715
	Iteration 4F: 3 clusters Score -733912.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -734214.375000 Penalty: 4577.907715
	Iteration 5F: 3 clusters Score -734214.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -734421.812500 Penalty: 4577.907715
	Iteration 6Q: 3 clusters Score -734421.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -734586.312500 Penalty: 4577.907715
	Iteration 7Q: 3 clusters Score -734586.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -734711.375000 Penalty: 4577.907715
	Iteration 8Q: 3 clusters Score -734711.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -734800.562500 Penalty: 4577.907715
	Iteration 9Q: 3 clusters Score -734800.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -734885.562500 Penalty: 4577.907715
	Iteration 10Q: 3 clusters Score -734885.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -734970.812500 Penalty: 4577.907715
	Iteration 11Q: 3 clusters Score -734970.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -735059.437500 Penalty: 4577.907715
	Iteration 12Q: 3 clusters Score -735059.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -735153.812500 Penalty: 4577.907715
	Iteration 13Q: 3 clusters Score -735153.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -735240.312500 Penalty: 4577.907715
	Iteration 14Q: 3 clusters Score -735240.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -735327.500000 Penalty: 4577.907715
	Iteration 15Q: 3 clusters Score -735327.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -735413.937500 Penalty: 4577.907715
	Iteration 16Q: 3 clusters Score -735413.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -735480.875000 Penalty: 4577.907715
	Iteration 17Q: 3 clusters Score -735480.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -735529.875000 Penalty: 4577.907715
	Iteration 18Q: 3 clusters Score -735529.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -735585.062500 Penalty: 4577.907715
	Iteration 19Q: 3 clusters Score -735585.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -735638.750000 Penalty: 4577.907715
	Iteration 20F: 3 clusters Score -735638.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -735683.750000 Penalty: 4577.907715
	Iteration 21Q: 3 clusters Score -735683.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -735726.750000 Penalty: 4577.907715
	Iteration 22Q: 3 clusters Score -735726.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -735776.812500 Penalty: 4577.907715
	Iteration 23Q: 3 clusters Score -735776.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -735819.562500 Penalty: 4577.907715
	Iteration 24Q: 3 clusters Score -735819.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -735865.000000 Penalty: 4577.907715
	Iteration 25Q: 3 clusters Score -735865 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -735916.750000 Penalty: 4577.907715
	Iteration 26Q: 3 clusters Score -735916.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -735971.875000 Penalty: 4577.907715
	Iteration 27Q: 3 clusters Score -735971.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -736046.937500 Penalty: 4577.907715
	Iteration 28Q: 3 clusters Score -736046.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -736119.062500 Penalty: 4577.907715
	Iteration 29Q: 3 clusters Score -736119.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -736166.312500 Penalty: 4577.907715
	Iteration 30Q: 3 clusters Score -736166.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -736200.500000 Penalty: 4577.907715
	Iteration 31Q: 3 clusters Score -736200.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -736230.437500 Penalty: 4577.907715
	Iteration 32Q: 3 clusters Score -736230.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -736255.500000 Penalty: 4577.907715
	Iteration 33Q: 3 clusters Score -736255.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -736277.500000 Penalty: 4577.907715
	Iteration 34Q: 3 clusters Score -736277.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -736302.750000 Penalty: 4577.907715
	Iteration 35Q: 3 clusters Score -736302.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -736322.562500 Penalty: 4577.907715
	Iteration 36Q: 3 clusters Score -736322.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -736336.187500 Penalty: 4577.907715
	Iteration 37Q: 3 clusters Score -736336.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -736348.437500 Penalty: 4577.907715
	Iteration 38Q: 3 clusters Score -736348.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -736362.687500 Penalty: 4577.907715
	Iteration 39Q: 3 clusters Score -736362.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -736374.375000 Penalty: 4577.907715
	Iteration 40F: 3 clusters Score -736374.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -736378.750000 Penalty: 4577.907715
	Iteration 41Q: 3 clusters Score -736378.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -736390.250000 Penalty: 4577.907715
	Iteration 42Q: 3 clusters Score -736390.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -736397.375000 Penalty: 4577.907715
	Iteration 43Q: 3 clusters Score -736397.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -736404.000000 Penalty: 4577.907715
	Iteration 44Q: 3 clusters Score -736404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -736409.687500 Penalty: 4577.907715
	Iteration 45Q: 3 clusters Score -736409.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -736411.437500 Penalty: 4577.907715
	Iteration 46Q: 3 clusters Score -736411.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -736417.000000 Penalty: 4577.907715
	Iteration 47Q: 3 clusters Score -736417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -736418.500000 Penalty: 4577.907715
	Iteration 48Q: 3 clusters Score -736418.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -736419.875000 Penalty: 4577.907715
	Iteration 49Q: 3 clusters Score -736419.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -736422.375000 Penalty: 4577.907715
	Iteration 50Q: 3 clusters Score -736422.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -736426.375000 Penalty: 4577.907715
	Iteration 51Q: 3 clusters Score -736426.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -736428.187500 Penalty: 4577.907715
	Iteration 52Q: 3 clusters Score -736428.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -736427.750000 Penalty: 4577.907715
	Iteration 53Q: 3 clusters Score -736427.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -736430.812500 Penalty: 4577.907715
	Iteration 54Q: 3 clusters Score -736430.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -736431.875000 Penalty: 4577.907715
	Iteration 55Q: 3 clusters Score -736431.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -736432.187500 Penalty: 4577.907715
	Iteration 56Q: 3 clusters Score -736432.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -736433.187500 Penalty: 4577.907715
	Iteration 57Q: 3 clusters Score -736433.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -736434.750000 Penalty: 4577.907715
	Iteration 58Q: 3 clusters Score -736434.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -736434.875000 Penalty: 4577.907715
	Iteration 59Q: 3 clusters Score -736434.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -736436.375000 Penalty: 4577.907715
	Iteration 60F: 3 clusters Score -736436.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -736436.375000 Penalty: 4577.907715
	Iteration 61Q: 3 clusters Score -736436.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -736437.187500 Penalty: 4577.907715
	Iteration 62Q: 3 clusters Score -736437.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -736437.500000 Penalty: 4577.907715
	Iteration 63Q: 3 clusters Score -736437.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -736439.937500 Penalty: 4577.907715
	Iteration 64Q: 3 clusters Score -736439.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -736440.687500 Penalty: 4577.907715
	Iteration 65Q: 3 clusters Score -736440.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -736440.062500 Penalty: 4577.907715
	Iteration 66Q: 3 clusters Score -736440.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -736439.750000 Penalty: 4577.907715
	Iteration 67Q: 3 clusters Score -736439.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -736440.187500 Penalty: 4577.907715
	Iteration 68Q: 3 clusters Score -736440.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -736441.562500 Penalty: 4577.907715
	Iteration 69Q: 3 clusters Score -736441.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -736442.125000 Penalty: 4577.907715
	Iteration 70Q: 3 clusters Score -736442.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -736442.125000 Penalty: 4577.907715
	Iteration 71F: 3 clusters Score -736442.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Entering Unmasked Estep 
Score: -274415.062500 Penalty: 2047.960205
	Iteration 0F: 2 clusters Score -274415.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -270623.906250 Penalty: 4095.920410
	Iteration 0F: 3 clusters Score -270623.9 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -271677.437500 Penalty: 4095.920410
	Iteration 1F: 3 clusters Score -271677.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -272038.968750 Penalty: 4095.920410
	Iteration 2F: 3 clusters Score -272039 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -272319.812500 Penalty: 4095.920410
	Iteration 3F: 3 clusters Score -272319.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -272556.000000 Penalty: 4095.920410
	Iteration 4F: 3 clusters Score -272556 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -272710.093750 Penalty: 4095.920410
	Iteration 5Q: 3 clusters Score -272710.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -272797.750000 Penalty: 4095.920410
	Iteration 6Q: 3 clusters Score -272797.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -272887.343750 Penalty: 4095.920410
	Iteration 7Q: 3 clusters Score -272887.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -273004.843750 Penalty: 4095.920410
	Iteration 8Q: 3 clusters Score -273004.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -273189.281250 Penalty: 4095.920410
	Iteration 9Q: 3 clusters Score -273189.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -273435.812500 Penalty: 4095.920410
	Iteration 10Q: 3 clusters Score -273435.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -273685.937500 Penalty: 4095.920410
	Iteration 11Q: 3 clusters Score -273685.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -273867.562500 Penalty: 4095.920410
	Iteration 12Q: 3 clusters Score -273867.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -273983.343750 Penalty: 4095.920410
	Iteration 13Q: 3 clusters Score -273983.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -274072.781250 Penalty: 4095.920410
	Iteration 14Q: 3 clusters Score -274072.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -274127.187500 Penalty: 4095.920410
	Iteration 15Q: 3 clusters Score -274127.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -274160.062500 Penalty: 4095.920410
	Iteration 16Q: 3 clusters Score -274160.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -274182.906250 Penalty: 4095.920410
	Iteration 17Q: 3 clusters Score -274182.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -274201.843750 Penalty: 4095.920410
	Iteration 18Q: 3 clusters Score -274201.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -274222.281250 Penalty: 4095.920410
	Iteration 19Q: 3 clusters Score -274222.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -274243.500000 Penalty: 4095.920410
	Iteration 20F: 3 clusters Score -274243.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -274262.656250 Penalty: 4095.920410
	Iteration 21Q: 3 clusters Score -274262.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -274281.750000 Penalty: 4095.920410
	Iteration 22Q: 3 clusters Score -274281.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -274295.687500 Penalty: 4095.920410
	Iteration 23Q: 3 clusters Score -274295.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -274307.187500 Penalty: 4095.920410
	Iteration 24Q: 3 clusters Score -274307.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -274315.125000 Penalty: 4095.920410
	Iteration 25Q: 3 clusters Score -274315.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -274322.156250 Penalty: 4095.920410
	Iteration 26Q: 3 clusters Score -274322.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -274330.937500 Penalty: 4095.920410
	Iteration 27Q: 3 clusters Score -274330.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -274340.218750 Penalty: 4095.920410
	Iteration 28Q: 3 clusters Score -274340.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -274345.625000 Penalty: 4095.920410
	Iteration 29Q: 3 clusters Score -274345.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -274352.656250 Penalty: 4095.920410
	Iteration 30Q: 3 clusters Score -274352.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -274359.000000 Penalty: 4095.920410
	Iteration 31Q: 3 clusters Score -274359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -274370.656250 Penalty: 4095.920410
	Iteration 32Q: 3 clusters Score -274370.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -274378.312500 Penalty: 4095.920410
	Iteration 33Q: 3 clusters Score -274378.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -274383.937500 Penalty: 4095.920410
	Iteration 34Q: 3 clusters Score -274383.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -274388.937500 Penalty: 4095.920410
	Iteration 35Q: 3 clusters Score -274388.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -274393.875000 Penalty: 4095.920410
	Iteration 36Q: 3 clusters Score -274393.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -274396.156250 Penalty: 4095.920410
	Iteration 37Q: 3 clusters Score -274396.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -274400.281250 Penalty: 4095.920410
	Iteration 38Q: 3 clusters Score -274400.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -274403.406250 Penalty: 4095.920410
	Iteration 39Q: 3 clusters Score -274403.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -274406.843750 Penalty: 4095.920410
	Iteration 40F: 3 clusters Score -274406.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -274409.312500 Penalty: 4095.920410
	Iteration 41Q: 3 clusters Score -274409.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -274412.093750 Penalty: 4095.920410
	Iteration 42Q: 3 clusters Score -274412.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -274417.281250 Penalty: 4095.920410
	Iteration 43Q: 3 clusters Score -274417.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -274423.562500 Penalty: 4095.920410
	Iteration 44Q: 3 clusters Score -274423.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -274428.718750 Penalty: 4095.920410
	Iteration 45Q: 3 clusters Score -274428.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -274434.968750 Penalty: 4095.920410
	Iteration 46Q: 3 clusters Score -274435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -274441.906250 Penalty: 4095.920410
	Iteration 47Q: 3 clusters Score -274441.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -274452.812500 Penalty: 4095.920410
	Iteration 48Q: 3 clusters Score -274452.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -274457.031250 Penalty: 4095.920410
	Iteration 49Q: 3 clusters Score -274457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -274462.656250 Penalty: 4095.920410
	Iteration 50Q: 3 clusters Score -274462.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -274472.406250 Penalty: 4095.920410
	Iteration 51Q: 3 clusters Score -274472.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -274482.312500 Penalty: 4095.920410
	Iteration 52Q: 3 clusters Score -274482.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -274492.375000 Penalty: 4095.920410
	Iteration 53Q: 3 clusters Score -274492.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -274501.625000 Penalty: 4095.920410
	Iteration 54Q: 3 clusters Score -274501.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -274515.031250 Penalty: 4095.920410
	Iteration 55Q: 3 clusters Score -274515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -274532.593750 Penalty: 4095.920410
	Iteration 56Q: 3 clusters Score -274532.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -274551.312500 Penalty: 4095.920410
	Iteration 57Q: 3 clusters Score -274551.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -274562.250000 Penalty: 4095.920410
	Iteration 58Q: 3 clusters Score -274562.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -274571.531250 Penalty: 4095.920410
	Iteration 59Q: 3 clusters Score -274571.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -274575.968750 Penalty: 4095.920410
	Iteration 60F: 3 clusters Score -274576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -274579.812500 Penalty: 4095.920410
	Iteration 61Q: 3 clusters Score -274579.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -274583.687500 Penalty: 4095.920410
	Iteration 62Q: 3 clusters Score -274583.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -274585.843750 Penalty: 4095.920410
	Iteration 63Q: 3 clusters Score -274585.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -274586.593750 Penalty: 4095.920410
	Iteration 64Q: 3 clusters Score -274586.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -274586.031250 Penalty: 4095.920410
	Iteration 65Q: 3 clusters Score -274586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -274586.031250 Penalty: 4095.920410
	Iteration 66F: 3 clusters Score -274586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 79323 members 
Mstep: Class 3 contains 227697 members 
Mstep: Class 4 contains 3783 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 5340 members 
Mstep: Class 7 contains 4136 members 
Mstep: Class 8 contains 35582 members 
Mstep: Class 9 contains 319989 members 
Mstep: Class 10 contains 7204 members 
Mstep: Class 11 contains 12946 members 
Mstep: Class 12 contains 53315 members 
Mstep: Class 13 contains 4861 members 
Mstep: Class 14 contains 10195 members 
Mstep: Class 15 contains 2828 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 206874 members 
Mstep: Class 19 contains 11522 members 
Mstep: Class 20 contains 3140 members 
Mstep: Class 21 contains 37880 members 
Mstep: Class 22 contains 10483 members 
Mstep: Class 23 contains 14408 members 
Mstep: Class 24 contains 52294 members 
Mstep: Class 25 contains 8020 members 
Mstep: Class 26 contains 18169 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1477 members 
Mstep: Class 29 contains 27518 members 
Mstep: Class 30 contains 15962 members 
Mstep: Class 31 contains 3065 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 12172 members 
Mstep: Class 34 contains 6237 members 
Mstep: Class 35 contains 109458 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 36295 members 
Mstep: Class 38 contains 26970 members 
Mstep: Class 39 contains 3018 members 
Mstep: Class 40 contains 3253 members 
Mstep: Class 41 contains 8384 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2359 members 
Mstep: Class 44 contains 1027 members 
Mstep: Class 45 contains 1030 members 
Entering Unmasked Estep 
Score: -102276096.000000 Penalty: 158063.093750
Splitting cluster 15 changes total score from -102277328.000000 to -102276096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (2736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Entering Unmasked Estep 
Score: -181222.484375 Penalty: 1962.734619
	Iteration 0F: 2 clusters Score -181222.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -178163.234375 Penalty: 3925.469238
	Iteration 0F: 3 clusters Score -178163.2 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -178915.640625 Penalty: 3925.469238
	Iteration 1F: 3 clusters Score -178915.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -179147.546875 Penalty: 3925.469238
	Iteration 2F: 3 clusters Score -179147.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -179312.953125 Penalty: 3925.469238
	Iteration 3F: 3 clusters Score -179313 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -179435.046875 Penalty: 3925.469238
	Iteration 4Q: 3 clusters Score -179435 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -179528.593750 Penalty: 3925.469238
	Iteration 5Q: 3 clusters Score -179528.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -179587.468750 Penalty: 3925.469238
	Iteration 6Q: 3 clusters Score -179587.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -179626.968750 Penalty: 3925.469238
	Iteration 7Q: 3 clusters Score -179627 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -179657.281250 Penalty: 3925.469238
	Iteration 8Q: 3 clusters Score -179657.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -179676.703125 Penalty: 3925.469238
	Iteration 9Q: 3 clusters Score -179676.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -179697.078125 Penalty: 3925.469238
	Iteration 10Q: 3 clusters Score -179697.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -179720.796875 Penalty: 3925.469238
	Iteration 11Q: 3 clusters Score -179720.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -179758.078125 Penalty: 3925.469238
	Iteration 12Q: 3 clusters Score -179758.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -179795.203125 Penalty: 3925.469238
	Iteration 13Q: 3 clusters Score -179795.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -179821.343750 Penalty: 3925.469238
	Iteration 14Q: 3 clusters Score -179821.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -179839.171875 Penalty: 3925.469238
	Iteration 15Q: 3 clusters Score -179839.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -179856.843750 Penalty: 3925.469238
	Iteration 16Q: 3 clusters Score -179856.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -179870.734375 Penalty: 3925.469238
	Iteration 17Q: 3 clusters Score -179870.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -179896.484375 Penalty: 3925.469238
	Iteration 18Q: 3 clusters Score -179896.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -179928.796875 Penalty: 3925.469238
	Iteration 19Q: 3 clusters Score -179928.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -179962.921875 Penalty: 3925.469238
	Iteration 20F: 3 clusters Score -179962.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -179987.531250 Penalty: 3925.469238
	Iteration 21Q: 3 clusters Score -179987.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -179996.796875 Penalty: 3925.469238
	Iteration 22Q: 3 clusters Score -179996.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -180001.437500 Penalty: 3925.469238
	Iteration 23Q: 3 clusters Score -180001.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -180003.718750 Penalty: 3925.469238
	Iteration 24Q: 3 clusters Score -180003.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -180007.656250 Penalty: 3925.469238
	Iteration 25Q: 3 clusters Score -180007.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -180009.500000 Penalty: 3925.469238
	Iteration 26Q: 3 clusters Score -180009.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -180010.953125 Penalty: 3925.469238
	Iteration 27Q: 3 clusters Score -180011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -180012.593750 Penalty: 3925.469238
	Iteration 28Q: 3 clusters Score -180012.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -180012.765625 Penalty: 3925.469238
	Iteration 29Q: 3 clusters Score -180012.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -180013.078125 Penalty: 3925.469238
	Iteration 30Q: 3 clusters Score -180013.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -180014.062500 Penalty: 3925.469238
	Iteration 31Q: 3 clusters Score -180014.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -180015.078125 Penalty: 3925.469238
	Iteration 32Q: 3 clusters Score -180015.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -180015.562500 Penalty: 3925.469238
	Iteration 33Q: 3 clusters Score -180015.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -180016.093750 Penalty: 3925.469238
	Iteration 34Q: 3 clusters Score -180016.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -180016.656250 Penalty: 3925.469238
	Iteration 35Q: 3 clusters Score -180016.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -180016.656250 Penalty: 3925.469238
	Iteration 36F: 3 clusters Score -180016.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Entering Unmasked Estep 
Score: -548461.812500 Penalty: 2210.025879
	Iteration 0F: 2 clusters Score -548461.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -542443.437500 Penalty: 4420.051758
	Iteration 0F: 3 clusters Score -542443.4 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -544161.500000 Penalty: 4420.051758
	Iteration 1F: 3 clusters Score -544161.5 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -544602.500000 Penalty: 4420.051758
	Iteration 2F: 3 clusters Score -544602.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -545085.125000 Penalty: 4420.051758
	Iteration 3F: 3 clusters Score -545085.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -545660.437500 Penalty: 4420.051758
	Iteration 4F: 3 clusters Score -545660.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -546406.625000 Penalty: 4420.051758
	Iteration 5F: 3 clusters Score -546406.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -547139.500000 Penalty: 4420.051758
	Iteration 6F: 3 clusters Score -547139.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -547519.125000 Penalty: 4420.051758
	Iteration 7F: 3 clusters Score -547519.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -547707.625000 Penalty: 4420.051758
	Iteration 8Q: 3 clusters Score -547707.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -547824.187500 Penalty: 4420.051758
	Iteration 9Q: 3 clusters Score -547824.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -547913.937500 Penalty: 4420.051758
	Iteration 10Q: 3 clusters Score -547913.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -548012.875000 Penalty: 4420.051758
	Iteration 11Q: 3 clusters Score -548012.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -548087.062500 Penalty: 4420.051758
	Iteration 12Q: 3 clusters Score -548087.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -548137.312500 Penalty: 4420.051758
	Iteration 13Q: 3 clusters Score -548137.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -548159.812500 Penalty: 4420.051758
	Iteration 14Q: 3 clusters Score -548159.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -548175.062500 Penalty: 4420.051758
	Iteration 15Q: 3 clusters Score -548175.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -548183.562500 Penalty: 4420.051758
	Iteration 16Q: 3 clusters Score -548183.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -548188.937500 Penalty: 4420.051758
	Iteration 17Q: 3 clusters Score -548188.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -548192.187500 Penalty: 4420.051758
	Iteration 18Q: 3 clusters Score -548192.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -548196.187500 Penalty: 4420.051758
	Iteration 19Q: 3 clusters Score -548196.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -548197.687500 Penalty: 4420.051758
	Iteration 20F: 3 clusters Score -548197.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -548198.437500 Penalty: 4420.051758
	Iteration 21Q: 3 clusters Score -548198.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -548198.437500 Penalty: 4420.051758
	Iteration 22F: 3 clusters Score -548198.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (206874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206874 members 
Entering Unmasked Estep 
Score: -15475088.000000 Penalty: 3035.486572
	Iteration 0F: 2 clusters Score -1.547509e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103654 members 
Mstep: Class 2 contains 103220 members 
Entering Unmasked Estep 
Score: -15336669.000000 Penalty: 6070.973145
	Iteration 0F: 3 clusters Score -1.533667e+07 nChanged 99431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107923 members 
Mstep: Class 2 contains 98951 members 
Entering Unmasked Estep 
Score: -15394401.000000 Penalty: 6070.973145
	Iteration 1F: 3 clusters Score -1.53944e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110330 members 
Mstep: Class 2 contains 96544 members 
Entering Unmasked Estep 
Score: -15395875.000000 Penalty: 6070.973145
	Iteration 2Q: 3 clusters Score -1.539588e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114013 members 
Mstep: Class 2 contains 92861 members 
Entering Unmasked Estep 
Score: -15397703.000000 Penalty: 6070.973145
	Iteration 3Q: 3 clusters Score -1.53977e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119837 members 
Mstep: Class 2 contains 87037 members 
Entering Unmasked Estep 
Score: -15400777.000000 Penalty: 6070.973145
	Iteration 4Q: 3 clusters Score -1.540078e+07 nChanged 10498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128733 members 
Mstep: Class 2 contains 78141 members 
Entering Unmasked Estep 
Score: -15406004.000000 Penalty: 6070.973145
	Iteration 5F: 3 clusters Score -1.5406e+07 nChanged 13547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141128 members 
Mstep: Class 2 contains 65746 members 
Entering Unmasked Estep 
Score: -15414442.000000 Penalty: 6070.973145
	Iteration 6F: 3 clusters Score -1.541444e+07 nChanged 16500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156916 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -15427469.000000 Penalty: 6070.973145
	Iteration 7F: 3 clusters Score -1.542747e+07 nChanged 17221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173813 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -15442849.000000 Penalty: 6070.973145
	Iteration 8F: 3 clusters Score -1.544285e+07 nChanged 14443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188156 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -15456484.000000 Penalty: 6070.973145
	Iteration 9F: 3 clusters Score -1.545648e+07 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197399 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -15465093.000000 Penalty: 6070.973145
	Iteration 10Q: 3 clusters Score -1.546509e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202242 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -15469188.000000 Penalty: 6070.973145
	Iteration 11Q: 3 clusters Score -1.546919e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204408 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -15471048.000000 Penalty: 6070.973145
	Iteration 12Q: 3 clusters Score -1.547105e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205361 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -15471739.000000 Penalty: 6070.973145
	Iteration 13Q: 3 clusters Score -1.547174e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205758 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -15472015.000000 Penalty: 6070.973145
	Iteration 14Q: 3 clusters Score -1.547202e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205944 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -15472207.000000 Penalty: 6070.973145
	Iteration 15Q: 3 clusters Score -1.547221e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206058 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -15472366.000000 Penalty: 6070.973145
	Iteration 16Q: 3 clusters Score -1.547237e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206139 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -15472435.000000 Penalty: 6070.973145
	Iteration 17Q: 3 clusters Score -1.547244e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206183 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -15472457.000000 Penalty: 6070.973145
	Iteration 18Q: 3 clusters Score -1.547246e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206210 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -15472477.000000 Penalty: 6070.973145
	Iteration 19Q: 3 clusters Score -1.547248e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206232 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -15472509.000000 Penalty: 6070.973145
	Iteration 20F: 3 clusters Score -1.547251e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206245 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -15472512.000000 Penalty: 6070.973145
	Iteration 21Q: 3 clusters Score -1.547251e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206256 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -15472538.000000 Penalty: 6070.973145
	Iteration 22Q: 3 clusters Score -1.547254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206267 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -15472535.000000 Penalty: 6070.973145
	Iteration 23Q: 3 clusters Score -1.547254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206276 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -15472520.000000 Penalty: 6070.973145
	Iteration 24Q: 3 clusters Score -1.547252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206285 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -15472534.000000 Penalty: 6070.973145
	Iteration 25Q: 3 clusters Score -1.547253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206293 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -15472551.000000 Penalty: 6070.973145
	Iteration 26Q: 3 clusters Score -1.547255e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206303 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -15472568.000000 Penalty: 6070.973145
	Iteration 27Q: 3 clusters Score -1.547257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206310 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -15472572.000000 Penalty: 6070.973145
	Iteration 28Q: 3 clusters Score -1.547257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206315 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -15472587.000000 Penalty: 6070.973145
	Iteration 29Q: 3 clusters Score -1.547259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206316 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -15472587.000000 Penalty: 6070.973145
	Iteration 30Q: 3 clusters Score -1.547259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206317 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -15472587.000000 Penalty: 6070.973145
	Iteration 31Q: 3 clusters Score -1.547259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206319 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -15472598.000000 Penalty: 6070.973145
	Iteration 32Q: 3 clusters Score -1.54726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206321 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -15472597.000000 Penalty: 6070.973145
	Iteration 33Q: 3 clusters Score -1.54726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206321 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -15472604.000000 Penalty: 6070.973145
	Iteration 34Q: 3 clusters Score -1.54726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206321 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -15472604.000000 Penalty: 6070.973145
	Iteration 35F: 3 clusters Score -1.54726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Entering Unmasked Estep 
Score: -847822.625000 Penalty: 2319.299316
	Iteration 0F: 2 clusters Score -847822.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -839126.687500 Penalty: 4638.598633
	Iteration 0F: 3 clusters Score -839126.7 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -841723.062500 Penalty: 4638.598633
	Iteration 1F: 3 clusters Score -841723.1 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -842090.000000 Penalty: 4638.598633
	Iteration 2F: 3 clusters Score -842090 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -842401.937500 Penalty: 4638.598633
	Iteration 3F: 3 clusters Score -842401.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -842726.250000 Penalty: 4638.598633
	Iteration 4Q: 3 clusters Score -842726.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -843091.937500 Penalty: 4638.598633
	Iteration 5F: 3 clusters Score -843091.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -843404.125000 Penalty: 4638.598633
	Iteration 6Q: 3 clusters Score -843404.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -843684.562500 Penalty: 4638.598633
	Iteration 7Q: 3 clusters Score -843684.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -843918.062500 Penalty: 4638.598633
	Iteration 8Q: 3 clusters Score -843918.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -844072.875000 Penalty: 4638.598633
	Iteration 9Q: 3 clusters Score -844072.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -844216.875000 Penalty: 4638.598633
	Iteration 10Q: 3 clusters Score -844216.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -844339.125000 Penalty: 4638.598633
	Iteration 11Q: 3 clusters Score -844339.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -844456.812500 Penalty: 4638.598633
	Iteration 12Q: 3 clusters Score -844456.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -844560.562500 Penalty: 4638.598633
	Iteration 13Q: 3 clusters Score -844560.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -844643.625000 Penalty: 4638.598633
	Iteration 14Q: 3 clusters Score -844643.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -844716.937500 Penalty: 4638.598633
	Iteration 15Q: 3 clusters Score -844716.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -844781.312500 Penalty: 4638.598633
	Iteration 16Q: 3 clusters Score -844781.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -844836.750000 Penalty: 4638.598633
	Iteration 17Q: 3 clusters Score -844836.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -844876.437500 Penalty: 4638.598633
	Iteration 18Q: 3 clusters Score -844876.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -844924.687500 Penalty: 4638.598633
	Iteration 19Q: 3 clusters Score -844924.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -844973.187500 Penalty: 4638.598633
	Iteration 20F: 3 clusters Score -844973.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -845011.250000 Penalty: 4638.598633
	Iteration 21Q: 3 clusters Score -845011.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -845043.062500 Penalty: 4638.598633
	Iteration 22Q: 3 clusters Score -845043.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -845068.437500 Penalty: 4638.598633
	Iteration 23Q: 3 clusters Score -845068.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -845091.375000 Penalty: 4638.598633
	Iteration 24Q: 3 clusters Score -845091.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -845118.125000 Penalty: 4638.598633
	Iteration 25Q: 3 clusters Score -845118.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -845136.687500 Penalty: 4638.598633
	Iteration 26Q: 3 clusters Score -845136.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -845155.750000 Penalty: 4638.598633
	Iteration 27Q: 3 clusters Score -845155.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -845184.687500 Penalty: 4638.598633
	Iteration 28Q: 3 clusters Score -845184.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -845203.250000 Penalty: 4638.598633
	Iteration 29Q: 3 clusters Score -845203.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -845227.125000 Penalty: 4638.598633
	Iteration 30Q: 3 clusters Score -845227.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -845252.500000 Penalty: 4638.598633
	Iteration 31Q: 3 clusters Score -845252.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -845283.687500 Penalty: 4638.598633
	Iteration 32Q: 3 clusters Score -845283.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -845309.750000 Penalty: 4638.598633
	Iteration 33Q: 3 clusters Score -845309.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -845333.750000 Penalty: 4638.598633
	Iteration 34Q: 3 clusters Score -845333.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -845353.250000 Penalty: 4638.598633
	Iteration 35Q: 3 clusters Score -845353.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -845367.187500 Penalty: 4638.598633
	Iteration 36Q: 3 clusters Score -845367.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -845387.187500 Penalty: 4638.598633
	Iteration 37Q: 3 clusters Score -845387.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -845402.625000 Penalty: 4638.598633
	Iteration 38Q: 3 clusters Score -845402.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -845427.562500 Penalty: 4638.598633
	Iteration 39Q: 3 clusters Score -845427.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -845447.375000 Penalty: 4638.598633
	Iteration 40F: 3 clusters Score -845447.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -845469.437500 Penalty: 4638.598633
	Iteration 41Q: 3 clusters Score -845469.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -845488.687500 Penalty: 4638.598633
	Iteration 42Q: 3 clusters Score -845488.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -845504.125000 Penalty: 4638.598633
	Iteration 43Q: 3 clusters Score -845504.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -845521.500000 Penalty: 4638.598633
	Iteration 44Q: 3 clusters Score -845521.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -845540.375000 Penalty: 4638.598633
	Iteration 45Q: 3 clusters Score -845540.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -845561.562500 Penalty: 4638.598633
	Iteration 46Q: 3 clusters Score -845561.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -845581.000000 Penalty: 4638.598633
	Iteration 47Q: 3 clusters Score -845581 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -845598.437500 Penalty: 4638.598633
	Iteration 48Q: 3 clusters Score -845598.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -845613.437500 Penalty: 4638.598633
	Iteration 49Q: 3 clusters Score -845613.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -845629.125000 Penalty: 4638.598633
	Iteration 50Q: 3 clusters Score -845629.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -845643.187500 Penalty: 4638.598633
	Iteration 51Q: 3 clusters Score -845643.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -845656.687500 Penalty: 4638.598633
	Iteration 52Q: 3 clusters Score -845656.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -845680.875000 Penalty: 4638.598633
	Iteration 53Q: 3 clusters Score -845680.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -845702.312500 Penalty: 4638.598633
	Iteration 54Q: 3 clusters Score -845702.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -845718.375000 Penalty: 4638.598633
	Iteration 55Q: 3 clusters Score -845718.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -845738.125000 Penalty: 4638.598633
	Iteration 56Q: 3 clusters Score -845738.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -845756.875000 Penalty: 4638.598633
	Iteration 57Q: 3 clusters Score -845756.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -845774.625000 Penalty: 4638.598633
	Iteration 58Q: 3 clusters Score -845774.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -845793.750000 Penalty: 4638.598633
	Iteration 59Q: 3 clusters Score -845793.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -845809.375000 Penalty: 4638.598633
	Iteration 60F: 3 clusters Score -845809.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -845828.500000 Penalty: 4638.598633
	Iteration 61Q: 3 clusters Score -845828.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -845847.125000 Penalty: 4638.598633
	Iteration 62Q: 3 clusters Score -845847.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -845865.000000 Penalty: 4638.598633
	Iteration 63Q: 3 clusters Score -845865 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -845876.062500 Penalty: 4638.598633
	Iteration 64Q: 3 clusters Score -845876.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -845885.625000 Penalty: 4638.598633
	Iteration 65Q: 3 clusters Score -845885.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -845892.562500 Penalty: 4638.598633
	Iteration 66Q: 3 clusters Score -845892.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -845899.375000 Penalty: 4638.598633
	Iteration 67Q: 3 clusters Score -845899.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -845903.875000 Penalty: 4638.598633
	Iteration 68Q: 3 clusters Score -845903.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -845906.062500 Penalty: 4638.598633
	Iteration 69Q: 3 clusters Score -845906.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -845912.750000 Penalty: 4638.598633
	Iteration 70Q: 3 clusters Score -845912.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -845916.687500 Penalty: 4638.598633
	Iteration 71Q: 3 clusters Score -845916.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -845921.750000 Penalty: 4638.598633
	Iteration 72Q: 3 clusters Score -845921.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -845927.000000 Penalty: 4638.598633
	Iteration 73Q: 3 clusters Score -845927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -845929.187500 Penalty: 4638.598633
	Iteration 74Q: 3 clusters Score -845929.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -845929.500000 Penalty: 4638.598633
	Iteration 75Q: 3 clusters Score -845929.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -845930.250000 Penalty: 4638.598633
	Iteration 76Q: 3 clusters Score -845930.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -845935.125000 Penalty: 4638.598633
	Iteration 77Q: 3 clusters Score -845935.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -845939.312500 Penalty: 4638.598633
	Iteration 78Q: 3 clusters Score -845939.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -845946.187500 Penalty: 4638.598633
	Iteration 79Q: 3 clusters Score -845946.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -845948.812500 Penalty: 4638.598633
	Iteration 80F: 3 clusters Score -845948.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -845950.062500 Penalty: 4638.598633
	Iteration 81Q: 3 clusters Score -845950.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -845950.375000 Penalty: 4638.598633
	Iteration 82Q: 3 clusters Score -845950.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -845954.125000 Penalty: 4638.598633
	Iteration 83Q: 3 clusters Score -845954.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -845958.125000 Penalty: 4638.598633
	Iteration 84Q: 3 clusters Score -845958.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -845957.312500 Penalty: 4638.598633
	Iteration 85Q: 3 clusters Score -845957.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -845958.125000 Penalty: 4638.598633
	Iteration 86Q: 3 clusters Score -845958.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -845958.562500 Penalty: 4638.598633
	Iteration 87Q: 3 clusters Score -845958.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -845960.000000 Penalty: 4638.598633
	Iteration 88Q: 3 clusters Score -845960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -845960.125000 Penalty: 4638.598633
	Iteration 89Q: 3 clusters Score -845960.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -845960.875000 Penalty: 4638.598633
	Iteration 90Q: 3 clusters Score -845960.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -845960.937500 Penalty: 4638.598633
	Iteration 91Q: 3 clusters Score -845960.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -845962.687500 Penalty: 4638.598633
	Iteration 92Q: 3 clusters Score -845962.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -845964.062500 Penalty: 4638.598633
	Iteration 93Q: 3 clusters Score -845964.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -845967.375000 Penalty: 4638.598633
	Iteration 94Q: 3 clusters Score -845967.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -845967.125000 Penalty: 4638.598633
	Iteration 95Q: 3 clusters Score -845967.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -845966.875000 Penalty: 4638.598633
	Iteration 96Q: 3 clusters Score -845966.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -845965.750000 Penalty: 4638.598633
	Iteration 97Q: 3 clusters Score -845965.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -845965.437500 Penalty: 4638.598633
	Iteration 98Q: 3 clusters Score -845965.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -845967.562500 Penalty: 4638.598633
	Iteration 99Q: 3 clusters Score -845967.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -845967.812500 Penalty: 4638.598633
	Iteration 100F: 3 clusters Score -845967.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -845968.125000 Penalty: 4638.598633
	Iteration 101Q: 3 clusters Score -845968.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -845968.125000 Penalty: 4638.598633
	Iteration 102Q: 3 clusters Score -845968.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -845968.125000 Penalty: 4638.598633
	Iteration 103F: 3 clusters Score -845968.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Entering Unmasked Estep 
Score: -211454.265625 Penalty: 1996.890625
	Iteration 0F: 2 clusters Score -211454.3 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 1594 members 
Entering Unmasked Estep 
Score: -208169.187500 Penalty: 3993.781250
	Iteration 0F: 3 clusters Score -208169.2 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -209687.562500 Penalty: 3993.781250
	Iteration 1F: 3 clusters Score -209687.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -211172.343750 Penalty: 3993.781250
	Iteration 2F: 3 clusters Score -211172.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -212152.203125 Penalty: 3993.781250
	Iteration 3F: 3 clusters Score -212152.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -213288.500000 Penalty: 3993.781250
	Iteration 4F: 3 clusters Score -213288.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -213965.531250 Penalty: 3993.781250
	Iteration 5Q: 3 clusters Score -213965.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -214252.031250 Penalty: 3993.781250
	Iteration 6Q: 3 clusters Score -214252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -214317.265625 Penalty: 3993.781250
	Iteration 7Q: 3 clusters Score -214317.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -214320.578125 Penalty: 3993.781250
	Iteration 8Q: 3 clusters Score -214320.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -214320.578125 Penalty: 3993.781250
	Iteration 9F: 3 clusters Score -214320.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 79323 members 
Mstep: Class 3 contains 227697 members 
Mstep: Class 4 contains 3783 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 5340 members 
Mstep: Class 7 contains 4136 members 
Mstep: Class 8 contains 35582 members 
Mstep: Class 9 contains 319989 members 
Mstep: Class 10 contains 7204 members 
Mstep: Class 11 contains 12946 members 
Mstep: Class 12 contains 53315 members 
Mstep: Class 13 contains 4861 members 
Mstep: Class 14 contains 10195 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 206874 members 
Mstep: Class 19 contains 11522 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 37880 members 
Mstep: Class 22 contains 10483 members 
Mstep: Class 23 contains 14408 members 
Mstep: Class 24 contains 52294 members 
Mstep: Class 25 contains 8020 members 
Mstep: Class 26 contains 18169 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1477 members 
Mstep: Class 29 contains 27518 members 
Mstep: Class 30 contains 15962 members 
Mstep: Class 31 contains 3065 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 12172 members 
Mstep: Class 34 contains 6237 members 
Mstep: Class 35 contains 109458 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 36295 members 
Mstep: Class 38 contains 26970 members 
Mstep: Class 39 contains 3018 members 
Mstep: Class 40 contains 3253 members 
Mstep: Class 41 contains 8384 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2359 members 
Mstep: Class 44 contains 1027 members 
Mstep: Class 45 contains 2324 members 
Entering Unmasked Estep 
Score: -102278760.000000 Penalty: 158063.093750
Splitting cluster 20 changes total score from -102277328.000000 to -102278760.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 21 (37880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Entering Unmasked Estep 
Score: -2835266.250000 Penalty: 2614.460205
	Iteration 0F: 2 clusters Score -2835266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -2809581.500000 Penalty: 5228.920410
	Iteration 0F: 3 clusters Score -2809582 nChanged 17312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2819198.500000 Penalty: 5228.920410
	Iteration 1F: 3 clusters Score -2819198 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2820023.250000 Penalty: 5228.920410
	Iteration 2F: 3 clusters Score -2820023 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2820921.750000 Penalty: 5228.920410
	Iteration 3F: 3 clusters Score -2820922 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -2821837.250000 Penalty: 5228.920410
	Iteration 4Q: 3 clusters Score -2821837 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -2822770.500000 Penalty: 5228.920410
	Iteration 5Q: 3 clusters Score -2822770 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -2823848.500000 Penalty: 5228.920410
	Iteration 6F: 3 clusters Score -2823848 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -2825114.750000 Penalty: 5228.920410
	Iteration 7F: 3 clusters Score -2825115 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -2826522.500000 Penalty: 5228.920410
	Iteration 8F: 3 clusters Score -2826522 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -2827819.750000 Penalty: 5228.920410
	Iteration 9F: 3 clusters Score -2827820 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -2828808.000000 Penalty: 5228.920410
	Iteration 10Q: 3 clusters Score -2828808 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -2829447.250000 Penalty: 5228.920410
	Iteration 11Q: 3 clusters Score -2829447 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2829899.750000 Penalty: 5228.920410
	Iteration 12Q: 3 clusters Score -2829900 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -2830206.000000 Penalty: 5228.920410
	Iteration 13Q: 3 clusters Score -2830206 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -2830414.000000 Penalty: 5228.920410
	Iteration 14Q: 3 clusters Score -2830414 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2830556.000000 Penalty: 5228.920410
	Iteration 15Q: 3 clusters Score -2830556 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2830690.250000 Penalty: 5228.920410
	Iteration 16Q: 3 clusters Score -2830690 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -2830791.000000 Penalty: 5228.920410
	Iteration 17Q: 3 clusters Score -2830791 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2830887.250000 Penalty: 5228.920410
	Iteration 18Q: 3 clusters Score -2830887 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2830962.250000 Penalty: 5228.920410
	Iteration 19Q: 3 clusters Score -2830962 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2831021.500000 Penalty: 5228.920410
	Iteration 20F: 3 clusters Score -2831022 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -2831070.500000 Penalty: 5228.920410
	Iteration 21Q: 3 clusters Score -2831070 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2831087.750000 Penalty: 5228.920410
	Iteration 22Q: 3 clusters Score -2831088 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2831124.500000 Penalty: 5228.920410
	Iteration 23Q: 3 clusters Score -2831124 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2831150.750000 Penalty: 5228.920410
	Iteration 24Q: 3 clusters Score -2831151 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2831172.500000 Penalty: 5228.920410
	Iteration 25Q: 3 clusters Score -2831172 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2831200.250000 Penalty: 5228.920410
	Iteration 26Q: 3 clusters Score -2831200 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2831224.000000 Penalty: 5228.920410
	Iteration 27Q: 3 clusters Score -2831224 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2831228.500000 Penalty: 5228.920410
	Iteration 28Q: 3 clusters Score -2831228 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2831233.750000 Penalty: 5228.920410
	Iteration 29Q: 3 clusters Score -2831234 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2831246.250000 Penalty: 5228.920410
	Iteration 30Q: 3 clusters Score -2831246 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2831282.250000 Penalty: 5228.920410
	Iteration 31Q: 3 clusters Score -2831282 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2831285.750000 Penalty: 5228.920410
	Iteration 32Q: 3 clusters Score -2831286 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2831281.250000 Penalty: 5228.920410
	Iteration 33Q: 3 clusters Score -2831281 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2831287.000000 Penalty: 5228.920410
	Iteration 34Q: 3 clusters Score -2831287 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2831291.750000 Penalty: 5228.920410
	Iteration 35Q: 3 clusters Score -2831292 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -2831297.500000 Penalty: 5228.920410
	Iteration 36Q: 3 clusters Score -2831298 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -2831307.500000 Penalty: 5228.920410
	Iteration 37Q: 3 clusters Score -2831308 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2831308.750000 Penalty: 5228.920410
	Iteration 38Q: 3 clusters Score -2831309 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2831330.000000 Penalty: 5228.920410
	Iteration 39Q: 3 clusters Score -2831330 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2831342.000000 Penalty: 5228.920410
	Iteration 40F: 3 clusters Score -2831342 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -2831344.500000 Penalty: 5228.920410
	Iteration 41Q: 3 clusters Score -2831344 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2831367.500000 Penalty: 5228.920410
	Iteration 42Q: 3 clusters Score -2831368 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2831380.250000 Penalty: 5228.920410
	Iteration 43Q: 3 clusters Score -2831380 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2831395.250000 Penalty: 5228.920410
	Iteration 44Q: 3 clusters Score -2831395 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2831411.000000 Penalty: 5228.920410
	Iteration 45Q: 3 clusters Score -2831411 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2831422.750000 Penalty: 5228.920410
	Iteration 46Q: 3 clusters Score -2831423 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2831455.000000 Penalty: 5228.920410
	Iteration 47Q: 3 clusters Score -2831455 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -2831451.750000 Penalty: 5228.920410
	Iteration 48Q: 3 clusters Score -2831452 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2831485.250000 Penalty: 5228.920410
	Iteration 49Q: 3 clusters Score -2831485 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2831509.250000 Penalty: 5228.920410
	Iteration 50Q: 3 clusters Score -2831509 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2831560.750000 Penalty: 5228.920410
	Iteration 51Q: 3 clusters Score -2831561 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2831597.500000 Penalty: 5228.920410
	Iteration 52Q: 3 clusters Score -2831598 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2831665.750000 Penalty: 5228.920410
	Iteration 53Q: 3 clusters Score -2831666 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2831722.500000 Penalty: 5228.920410
	Iteration 54Q: 3 clusters Score -2831722 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2831785.750000 Penalty: 5228.920410
	Iteration 55Q: 3 clusters Score -2831786 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2831866.250000 Penalty: 5228.920410
	Iteration 56Q: 3 clusters Score -2831866 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2831936.500000 Penalty: 5228.920410
	Iteration 57Q: 3 clusters Score -2831936 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2832073.500000 Penalty: 5228.920410
	Iteration 58Q: 3 clusters Score -2832074 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -2832221.250000 Penalty: 5228.920410
	Iteration 59Q: 3 clusters Score -2832221 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2832372.000000 Penalty: 5228.920410
	Iteration 60F: 3 clusters Score -2832372 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -2832532.500000 Penalty: 5228.920410
	Iteration 61Q: 3 clusters Score -2832532 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2832666.250000 Penalty: 5228.920410
	Iteration 62Q: 3 clusters Score -2832666 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2832804.500000 Penalty: 5228.920410
	Iteration 63Q: 3 clusters Score -2832804 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2832916.750000 Penalty: 5228.920410
	Iteration 64Q: 3 clusters Score -2832917 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2833018.000000 Penalty: 5228.920410
	Iteration 65Q: 3 clusters Score -2833018 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2833100.750000 Penalty: 5228.920410
	Iteration 66Q: 3 clusters Score -2833101 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2833141.500000 Penalty: 5228.920410
	Iteration 67Q: 3 clusters Score -2833142 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2833212.750000 Penalty: 5228.920410
	Iteration 68Q: 3 clusters Score -2833213 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2833255.000000 Penalty: 5228.920410
	Iteration 69Q: 3 clusters Score -2833255 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2833295.000000 Penalty: 5228.920410
	Iteration 70Q: 3 clusters Score -2833295 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2833346.500000 Penalty: 5228.920410
	Iteration 71Q: 3 clusters Score -2833346 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2833392.500000 Penalty: 5228.920410
	Iteration 72Q: 3 clusters Score -2833392 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2833432.750000 Penalty: 5228.920410
	Iteration 73Q: 3 clusters Score -2833433 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2833448.750000 Penalty: 5228.920410
	Iteration 74Q: 3 clusters Score -2833449 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2833482.500000 Penalty: 5228.920410
	Iteration 75Q: 3 clusters Score -2833482 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2833511.500000 Penalty: 5228.920410
	Iteration 76Q: 3 clusters Score -2833512 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2833544.500000 Penalty: 5228.920410
	Iteration 77Q: 3 clusters Score -2833544 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2833576.250000 Penalty: 5228.920410
	Iteration 78Q: 3 clusters Score -2833576 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2833603.250000 Penalty: 5228.920410
	Iteration 79Q: 3 clusters Score -2833603 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2833608.250000 Penalty: 5228.920410
	Iteration 80F: 3 clusters Score -2833608 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2833646.000000 Penalty: 5228.920410
	Iteration 81Q: 3 clusters Score -2833646 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2833665.750000 Penalty: 5228.920410
	Iteration 82Q: 3 clusters Score -2833666 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2833686.500000 Penalty: 5228.920410
	Iteration 83Q: 3 clusters Score -2833686 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2833711.000000 Penalty: 5228.920410
	Iteration 84Q: 3 clusters Score -2833711 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2833739.750000 Penalty: 5228.920410
	Iteration 85Q: 3 clusters Score -2833740 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2833753.250000 Penalty: 5228.920410
	Iteration 86Q: 3 clusters Score -2833753 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2833777.000000 Penalty: 5228.920410
	Iteration 87Q: 3 clusters Score -2833777 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2833797.250000 Penalty: 5228.920410
	Iteration 88Q: 3 clusters Score -2833797 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2833802.250000 Penalty: 5228.920410
	Iteration 89Q: 3 clusters Score -2833802 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2833817.000000 Penalty: 5228.920410
	Iteration 90Q: 3 clusters Score -2833817 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2833820.750000 Penalty: 5228.920410
	Iteration 91Q: 3 clusters Score -2833821 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2833851.500000 Penalty: 5228.920410
	Iteration 92Q: 3 clusters Score -2833852 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2833858.250000 Penalty: 5228.920410
	Iteration 93Q: 3 clusters Score -2833858 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2833861.500000 Penalty: 5228.920410
	Iteration 94Q: 3 clusters Score -2833862 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2833884.000000 Penalty: 5228.920410
	Iteration 95Q: 3 clusters Score -2833884 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2833903.000000 Penalty: 5228.920410
	Iteration 96Q: 3 clusters Score -2833903 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2833923.250000 Penalty: 5228.920410
	Iteration 97Q: 3 clusters Score -2833923 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2833954.500000 Penalty: 5228.920410
	Iteration 98Q: 3 clusters Score -2833954 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2833980.500000 Penalty: 5228.920410
	Iteration 99Q: 3 clusters Score -2833980 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2833998.750000 Penalty: 5228.920410
	Iteration 100F: 3 clusters Score -2833999 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2834023.250000 Penalty: 5228.920410
	Iteration 101Q: 3 clusters Score -2834023 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2834052.500000 Penalty: 5228.920410
	Iteration 102Q: 3 clusters Score -2834052 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2834079.750000 Penalty: 5228.920410
	Iteration 103Q: 3 clusters Score -2834080 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2834121.250000 Penalty: 5228.920410
	Iteration 104Q: 3 clusters Score -2834121 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2834135.250000 Penalty: 5228.920410
	Iteration 105Q: 3 clusters Score -2834135 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2834154.000000 Penalty: 5228.920410
	Iteration 106Q: 3 clusters Score -2834154 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2834180.250000 Penalty: 5228.920410
	Iteration 107Q: 3 clusters Score -2834180 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2834183.750000 Penalty: 5228.920410
	Iteration 108Q: 3 clusters Score -2834184 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2834200.500000 Penalty: 5228.920410
	Iteration 109Q: 3 clusters Score -2834200 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2834213.750000 Penalty: 5228.920410
	Iteration 110Q: 3 clusters Score -2834214 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2834223.500000 Penalty: 5228.920410
	Iteration 111Q: 3 clusters Score -2834224 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2834240.500000 Penalty: 5228.920410
	Iteration 112Q: 3 clusters Score -2834240 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2834249.750000 Penalty: 5228.920410
	Iteration 113Q: 3 clusters Score -2834250 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2834257.250000 Penalty: 5228.920410
	Iteration 114Q: 3 clusters Score -2834257 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2834261.500000 Penalty: 5228.920410
	Iteration 115Q: 3 clusters Score -2834262 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2834266.000000 Penalty: 5228.920410
	Iteration 116Q: 3 clusters Score -2834266 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2834272.250000 Penalty: 5228.920410
	Iteration 117Q: 3 clusters Score -2834272 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2834277.500000 Penalty: 5228.920410
	Iteration 118Q: 3 clusters Score -2834278 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2834276.500000 Penalty: 5228.920410
	Iteration 119Q: 3 clusters Score -2834276 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2834280.750000 Penalty: 5228.920410
	Iteration 120F: 3 clusters Score -2834281 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2834295.500000 Penalty: 5228.920410
	Iteration 121Q: 3 clusters Score -2834296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2834303.500000 Penalty: 5228.920410
	Iteration 122Q: 3 clusters Score -2834304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2834294.000000 Penalty: 5228.920410
	Iteration 123Q: 3 clusters Score -2834294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2834297.000000 Penalty: 5228.920410
	Iteration 124Q: 3 clusters Score -2834297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2834303.750000 Penalty: 5228.920410
	Iteration 125Q: 3 clusters Score -2834304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2834300.500000 Penalty: 5228.920410
	Iteration 126Q: 3 clusters Score -2834300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2834305.750000 Penalty: 5228.920410
	Iteration 127Q: 3 clusters Score -2834306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2834301.750000 Penalty: 5228.920410
	Iteration 128Q: 3 clusters Score -2834302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2834304.000000 Penalty: 5228.920410
	Iteration 129Q: 3 clusters Score -2834304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2834306.500000 Penalty: 5228.920410
	Iteration 130Q: 3 clusters Score -2834306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2834308.750000 Penalty: 5228.920410
	Iteration 131Q: 3 clusters Score -2834309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2834310.500000 Penalty: 5228.920410
	Iteration 132Q: 3 clusters Score -2834310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2834312.750000 Penalty: 5228.920410
	Iteration 133Q: 3 clusters Score -2834313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2834312.250000 Penalty: 5228.920410
	Iteration 134Q: 3 clusters Score -2834312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2834306.500000 Penalty: 5228.920410
	Iteration 135Q: 3 clusters Score -2834306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2834306.500000 Penalty: 5228.920410
	Iteration 136F: 3 clusters Score -2834306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Entering Unmasked Estep 
Score: -762774.687500 Penalty: 2295.862549
	Iteration 0F: 2 clusters Score -762774.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -754830.875000 Penalty: 4591.725098
	Iteration 0F: 3 clusters Score -754830.9 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -757142.312500 Penalty: 4591.725098
	Iteration 1F: 3 clusters Score -757142.3 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -757383.812500 Penalty: 4591.725098
	Iteration 2F: 3 clusters Score -757383.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -757557.937500 Penalty: 4591.725098
	Iteration 3Q: 3 clusters Score -757557.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -757705.937500 Penalty: 4591.725098
	Iteration 4Q: 3 clusters Score -757705.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -757872.625000 Penalty: 4591.725098
	Iteration 5Q: 3 clusters Score -757872.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -758074.687500 Penalty: 4591.725098
	Iteration 6Q: 3 clusters Score -758074.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -758324.062500 Penalty: 4591.725098
	Iteration 7Q: 3 clusters Score -758324.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -758588.687500 Penalty: 4591.725098
	Iteration 8Q: 3 clusters Score -758588.7 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -758831.125000 Penalty: 4591.725098
	Iteration 9Q: 3 clusters Score -758831.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -759099.312500 Penalty: 4591.725098
	Iteration 10Q: 3 clusters Score -759099.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -759389.812500 Penalty: 4591.725098
	Iteration 11Q: 3 clusters Score -759389.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -759644.875000 Penalty: 4591.725098
	Iteration 12Q: 3 clusters Score -759644.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -759869.937500 Penalty: 4591.725098
	Iteration 13Q: 3 clusters Score -759869.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -760032.687500 Penalty: 4591.725098
	Iteration 14Q: 3 clusters Score -760032.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -760159.937500 Penalty: 4591.725098
	Iteration 15Q: 3 clusters Score -760159.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -760276.437500 Penalty: 4591.725098
	Iteration 16Q: 3 clusters Score -760276.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -760356.625000 Penalty: 4591.725098
	Iteration 17Q: 3 clusters Score -760356.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -760414.812500 Penalty: 4591.725098
	Iteration 18Q: 3 clusters Score -760414.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -760461.312500 Penalty: 4591.725098
	Iteration 19Q: 3 clusters Score -760461.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -760496.187500 Penalty: 4591.725098
	Iteration 20F: 3 clusters Score -760496.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -760523.312500 Penalty: 4591.725098
	Iteration 21Q: 3 clusters Score -760523.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -760542.250000 Penalty: 4591.725098
	Iteration 22Q: 3 clusters Score -760542.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -760562.062500 Penalty: 4591.725098
	Iteration 23Q: 3 clusters Score -760562.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -760578.625000 Penalty: 4591.725098
	Iteration 24Q: 3 clusters Score -760578.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -760592.000000 Penalty: 4591.725098
	Iteration 25Q: 3 clusters Score -760592 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -760602.812500 Penalty: 4591.725098
	Iteration 26Q: 3 clusters Score -760602.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -760614.187500 Penalty: 4591.725098
	Iteration 27Q: 3 clusters Score -760614.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -760619.875000 Penalty: 4591.725098
	Iteration 28Q: 3 clusters Score -760619.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -760630.812500 Penalty: 4591.725098
	Iteration 29Q: 3 clusters Score -760630.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -760638.500000 Penalty: 4591.725098
	Iteration 30Q: 3 clusters Score -760638.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -760642.687500 Penalty: 4591.725098
	Iteration 31Q: 3 clusters Score -760642.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -760647.375000 Penalty: 4591.725098
	Iteration 32Q: 3 clusters Score -760647.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -760650.875000 Penalty: 4591.725098
	Iteration 33Q: 3 clusters Score -760650.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -760655.625000 Penalty: 4591.725098
	Iteration 34Q: 3 clusters Score -760655.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -760663.062500 Penalty: 4591.725098
	Iteration 35Q: 3 clusters Score -760663.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -760666.687500 Penalty: 4591.725098
	Iteration 36Q: 3 clusters Score -760666.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -760670.937500 Penalty: 4591.725098
	Iteration 37Q: 3 clusters Score -760670.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -760670.937500 Penalty: 4591.725098
	Iteration 38Q: 3 clusters Score -760670.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -760672.812500 Penalty: 4591.725098
	Iteration 39Q: 3 clusters Score -760672.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -760674.937500 Penalty: 4591.725098
	Iteration 40F: 3 clusters Score -760674.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -760674.000000 Penalty: 4591.725098
	Iteration 41Q: 3 clusters Score -760674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -760676.687500 Penalty: 4591.725098
	Iteration 42Q: 3 clusters Score -760676.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -760679.875000 Penalty: 4591.725098
	Iteration 43Q: 3 clusters Score -760679.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -760680.562500 Penalty: 4591.725098
	Iteration 44Q: 3 clusters Score -760680.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -760682.125000 Penalty: 4591.725098
	Iteration 45Q: 3 clusters Score -760682.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -760684.375000 Penalty: 4591.725098
	Iteration 46Q: 3 clusters Score -760684.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -760684.062500 Penalty: 4591.725098
	Iteration 47Q: 3 clusters Score -760684.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -760685.187500 Penalty: 4591.725098
	Iteration 48Q: 3 clusters Score -760685.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -760685.812500 Penalty: 4591.725098
	Iteration 49Q: 3 clusters Score -760685.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -760690.187500 Penalty: 4591.725098
	Iteration 50Q: 3 clusters Score -760690.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -760689.125000 Penalty: 4591.725098
	Iteration 51Q: 3 clusters Score -760689.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -760693.625000 Penalty: 4591.725098
	Iteration 52Q: 3 clusters Score -760693.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -760697.000000 Penalty: 4591.725098
	Iteration 53Q: 3 clusters Score -760697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -760697.625000 Penalty: 4591.725098
	Iteration 54Q: 3 clusters Score -760697.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -760702.500000 Penalty: 4591.725098
	Iteration 55Q: 3 clusters Score -760702.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -760708.500000 Penalty: 4591.725098
	Iteration 56Q: 3 clusters Score -760708.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -760712.187500 Penalty: 4591.725098
	Iteration 57Q: 3 clusters Score -760712.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -760716.625000 Penalty: 4591.725098
	Iteration 58Q: 3 clusters Score -760716.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -760723.750000 Penalty: 4591.725098
	Iteration 59Q: 3 clusters Score -760723.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -760731.875000 Penalty: 4591.725098
	Iteration 60F: 3 clusters Score -760731.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -760746.500000 Penalty: 4591.725098
	Iteration 61Q: 3 clusters Score -760746.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -760767.250000 Penalty: 4591.725098
	Iteration 62Q: 3 clusters Score -760767.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -760787.250000 Penalty: 4591.725098
	Iteration 63Q: 3 clusters Score -760787.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -760815.187500 Penalty: 4591.725098
	Iteration 64Q: 3 clusters Score -760815.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -760844.312500 Penalty: 4591.725098
	Iteration 65Q: 3 clusters Score -760844.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -760877.937500 Penalty: 4591.725098
	Iteration 66Q: 3 clusters Score -760877.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -760907.562500 Penalty: 4591.725098
	Iteration 67Q: 3 clusters Score -760907.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -760929.562500 Penalty: 4591.725098
	Iteration 68Q: 3 clusters Score -760929.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -760945.187500 Penalty: 4591.725098
	Iteration 69Q: 3 clusters Score -760945.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -760962.937500 Penalty: 4591.725098
	Iteration 70Q: 3 clusters Score -760962.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -760977.687500 Penalty: 4591.725098
	Iteration 71Q: 3 clusters Score -760977.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -760986.687500 Penalty: 4591.725098
	Iteration 72Q: 3 clusters Score -760986.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -760997.187500 Penalty: 4591.725098
	Iteration 73Q: 3 clusters Score -760997.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -761006.125000 Penalty: 4591.725098
	Iteration 74Q: 3 clusters Score -761006.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -761014.437500 Penalty: 4591.725098
	Iteration 75Q: 3 clusters Score -761014.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -761024.812500 Penalty: 4591.725098
	Iteration 76Q: 3 clusters Score -761024.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -761030.812500 Penalty: 4591.725098
	Iteration 77Q: 3 clusters Score -761030.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -761031.187500 Penalty: 4591.725098
	Iteration 78Q: 3 clusters Score -761031.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -761035.437500 Penalty: 4591.725098
	Iteration 79Q: 3 clusters Score -761035.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -761036.812500 Penalty: 4591.725098
	Iteration 80F: 3 clusters Score -761036.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -761041.937500 Penalty: 4591.725098
	Iteration 81Q: 3 clusters Score -761041.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -761043.562500 Penalty: 4591.725098
	Iteration 82Q: 3 clusters Score -761043.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -761044.500000 Penalty: 4591.725098
	Iteration 83Q: 3 clusters Score -761044.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -761045.500000 Penalty: 4591.725098
	Iteration 84Q: 3 clusters Score -761045.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -761046.562500 Penalty: 4591.725098
	Iteration 85Q: 3 clusters Score -761046.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -761047.062500 Penalty: 4591.725098
	Iteration 86Q: 3 clusters Score -761047.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -761047.062500 Penalty: 4591.725098
	Iteration 87Q: 3 clusters Score -761047.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -761048.125000 Penalty: 4591.725098
	Iteration 88Q: 3 clusters Score -761048.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -761050.062500 Penalty: 4591.725098
	Iteration 89Q: 3 clusters Score -761050.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -761051.312500 Penalty: 4591.725098
	Iteration 90Q: 3 clusters Score -761051.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -761049.250000 Penalty: 4591.725098
	Iteration 91Q: 3 clusters Score -761049.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -761052.937500 Penalty: 4591.725098
	Iteration 92Q: 3 clusters Score -761052.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -761056.937500 Penalty: 4591.725098
	Iteration 93Q: 3 clusters Score -761056.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -761055.437500 Penalty: 4591.725098
	Iteration 94Q: 3 clusters Score -761055.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -761056.812500 Penalty: 4591.725098
	Iteration 95Q: 3 clusters Score -761056.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -761058.250000 Penalty: 4591.725098
	Iteration 96Q: 3 clusters Score -761058.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -761058.937500 Penalty: 4591.725098
	Iteration 97Q: 3 clusters Score -761058.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -761061.062500 Penalty: 4591.725098
	Iteration 98Q: 3 clusters Score -761061.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -761062.437500 Penalty: 4591.725098
	Iteration 99Q: 3 clusters Score -761062.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -761061.875000 Penalty: 4591.725098
	Iteration 100F: 3 clusters Score -761061.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -761064.625000 Penalty: 4591.725098
	Iteration 101Q: 3 clusters Score -761064.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -761064.437500 Penalty: 4591.725098
	Iteration 102Q: 3 clusters Score -761064.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -761068.562500 Penalty: 4591.725098
	Iteration 103Q: 3 clusters Score -761068.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -761068.937500 Penalty: 4591.725098
	Iteration 104Q: 3 clusters Score -761068.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -761069.750000 Penalty: 4591.725098
	Iteration 105Q: 3 clusters Score -761069.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -761071.312500 Penalty: 4591.725098
	Iteration 106Q: 3 clusters Score -761071.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -761072.750000 Penalty: 4591.725098
	Iteration 107Q: 3 clusters Score -761072.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -761073.000000 Penalty: 4591.725098
	Iteration 108Q: 3 clusters Score -761073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -761074.000000 Penalty: 4591.725098
	Iteration 109Q: 3 clusters Score -761074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -761075.750000 Penalty: 4591.725098
	Iteration 110Q: 3 clusters Score -761075.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -761077.562500 Penalty: 4591.725098
	Iteration 111Q: 3 clusters Score -761077.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -761078.562500 Penalty: 4591.725098
	Iteration 112Q: 3 clusters Score -761078.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -761078.500000 Penalty: 4591.725098
	Iteration 113Q: 3 clusters Score -761078.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -761078.500000 Penalty: 4591.725098
	Iteration 114F: 3 clusters Score -761078.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Entering Unmasked Estep 
Score: -1071635.750000 Penalty: 2374.733643
	Iteration 0F: 2 clusters Score -1071636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1061144.750000 Penalty: 4749.467285
	Iteration 0F: 3 clusters Score -1061145 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1064329.250000 Penalty: 4749.467285
	Iteration 1F: 3 clusters Score -1064329 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1064787.125000 Penalty: 4749.467285
	Iteration 2F: 3 clusters Score -1064787 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1065436.125000 Penalty: 4749.467285
	Iteration 3F: 3 clusters Score -1065436 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1066038.625000 Penalty: 4749.467285
	Iteration 4F: 3 clusters Score -1066039 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1066617.125000 Penalty: 4749.467285
	Iteration 5F: 3 clusters Score -1066617 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1067228.500000 Penalty: 4749.467285
	Iteration 6F: 3 clusters Score -1067228 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1067778.625000 Penalty: 4749.467285
	Iteration 7F: 3 clusters Score -1067779 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1068287.125000 Penalty: 4749.467285
	Iteration 8F: 3 clusters Score -1068287 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1068699.500000 Penalty: 4749.467285
	Iteration 9Q: 3 clusters Score -1068700 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1069033.625000 Penalty: 4749.467285
	Iteration 10Q: 3 clusters Score -1069034 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1069310.000000 Penalty: 4749.467285
	Iteration 11Q: 3 clusters Score -1069310 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1069579.125000 Penalty: 4749.467285
	Iteration 12Q: 3 clusters Score -1069579 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1069839.625000 Penalty: 4749.467285
	Iteration 13Q: 3 clusters Score -1069840 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1070037.000000 Penalty: 4749.467285
	Iteration 14Q: 3 clusters Score -1070037 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1070179.250000 Penalty: 4749.467285
	Iteration 15Q: 3 clusters Score -1070179 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1070303.000000 Penalty: 4749.467285
	Iteration 16Q: 3 clusters Score -1070303 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1070386.875000 Penalty: 4749.467285
	Iteration 17Q: 3 clusters Score -1070387 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1070450.875000 Penalty: 4749.467285
	Iteration 18Q: 3 clusters Score -1070451 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1070500.250000 Penalty: 4749.467285
	Iteration 19Q: 3 clusters Score -1070500 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1070541.000000 Penalty: 4749.467285
	Iteration 20F: 3 clusters Score -1070541 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1070577.875000 Penalty: 4749.467285
	Iteration 21Q: 3 clusters Score -1070578 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1070618.250000 Penalty: 4749.467285
	Iteration 22Q: 3 clusters Score -1070618 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1070653.000000 Penalty: 4749.467285
	Iteration 23Q: 3 clusters Score -1070653 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1070678.125000 Penalty: 4749.467285
	Iteration 24Q: 3 clusters Score -1070678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1070700.875000 Penalty: 4749.467285
	Iteration 25Q: 3 clusters Score -1070701 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1070719.500000 Penalty: 4749.467285
	Iteration 26Q: 3 clusters Score -1070720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1070742.125000 Penalty: 4749.467285
	Iteration 27Q: 3 clusters Score -1070742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1070758.125000 Penalty: 4749.467285
	Iteration 28Q: 3 clusters Score -1070758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1070773.750000 Penalty: 4749.467285
	Iteration 29Q: 3 clusters Score -1070774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1070781.750000 Penalty: 4749.467285
	Iteration 30Q: 3 clusters Score -1070782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1070789.875000 Penalty: 4749.467285
	Iteration 31Q: 3 clusters Score -1070790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1070793.750000 Penalty: 4749.467285
	Iteration 32Q: 3 clusters Score -1070794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1070794.250000 Penalty: 4749.467285
	Iteration 33Q: 3 clusters Score -1070794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1070793.750000 Penalty: 4749.467285
	Iteration 34Q: 3 clusters Score -1070794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1070793.750000 Penalty: 4749.467285
	Iteration 35F: 3 clusters Score -1070794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (52294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Entering Unmasked Estep 
Score: -3972331.750000 Penalty: 2694.430176
	Iteration 0F: 2 clusters Score -3972332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -3937096.750000 Penalty: 5388.860352
	Iteration 0F: 3 clusters Score -3937097 nChanged 24169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -3950343.500000 Penalty: 5388.860352
	Iteration 1F: 3 clusters Score -3950344 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -3950970.000000 Penalty: 5388.860352
	Iteration 2Q: 3 clusters Score -3950970 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -3951803.750000 Penalty: 5388.860352
	Iteration 3Q: 3 clusters Score -3951804 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -3952989.750000 Penalty: 5388.860352
	Iteration 4Q: 3 clusters Score -3952990 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -3954993.500000 Penalty: 5388.860352
	Iteration 5F: 3 clusters Score -3954994 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -3958033.750000 Penalty: 5388.860352
	Iteration 6F: 3 clusters Score -3958034 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -3962006.500000 Penalty: 5388.860352
	Iteration 7F: 3 clusters Score -3962006 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -3965699.750000 Penalty: 5388.860352
	Iteration 8F: 3 clusters Score -3965700 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -3968030.500000 Penalty: 5388.860352
	Iteration 9Q: 3 clusters Score -3968030 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -3969072.500000 Penalty: 5388.860352
	Iteration 10Q: 3 clusters Score -3969072 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -3969507.250000 Penalty: 5388.860352
	Iteration 11Q: 3 clusters Score -3969507 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 51707 members 
Entering Unmasked Estep 
Score: -3969706.500000 Penalty: 5388.860352
	Iteration 12Q: 3 clusters Score -3969706 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -3969796.500000 Penalty: 5388.860352
	Iteration 13Q: 3 clusters Score -3969796 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
Score: -3969852.000000 Penalty: 5388.860352
	Iteration 14Q: 3 clusters Score -3969852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -3969879.250000 Penalty: 5388.860352
	Iteration 15Q: 3 clusters Score -3969879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -3969899.250000 Penalty: 5388.860352
	Iteration 16Q: 3 clusters Score -3969899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -3969929.750000 Penalty: 5388.860352
	Iteration 17Q: 3 clusters Score -3969930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -3969956.500000 Penalty: 5388.860352
	Iteration 18Q: 3 clusters Score -3969956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -3969969.250000 Penalty: 5388.860352
	Iteration 19Q: 3 clusters Score -3969969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -3969972.500000 Penalty: 5388.860352
	Iteration 20F: 3 clusters Score -3969972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -3969984.500000 Penalty: 5388.860352
	Iteration 21Q: 3 clusters Score -3969984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -3969985.250000 Penalty: 5388.860352
	Iteration 22Q: 3 clusters Score -3969985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -3969995.750000 Penalty: 5388.860352
	Iteration 23Q: 3 clusters Score -3969996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -3969998.500000 Penalty: 5388.860352
	Iteration 24Q: 3 clusters Score -3969998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -3969997.750000 Penalty: 5388.860352
	Iteration 25Q: 3 clusters Score -3969998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -3970004.000000 Penalty: 5388.860352
	Iteration 26Q: 3 clusters Score -3970004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -3970002.000000 Penalty: 5388.860352
	Iteration 27Q: 3 clusters Score -3970002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -3970002.000000 Penalty: 5388.860352
	Iteration 28F: 3 clusters Score -3970002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Entering Unmasked Estep 
Score: -585366.625000 Penalty: 2229.444092
	Iteration 0F: 2 clusters Score -585366.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -579012.500000 Penalty: 4458.888184
	Iteration 0F: 3 clusters Score -579012.5 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -580812.375000 Penalty: 4458.888184
	Iteration 1F: 3 clusters Score -580812.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -581152.812500 Penalty: 4458.888184
	Iteration 2F: 3 clusters Score -581152.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -581487.812500 Penalty: 4458.888184
	Iteration 3F: 3 clusters Score -581487.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -581878.562500 Penalty: 4458.888184
	Iteration 4F: 3 clusters Score -581878.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -582396.875000 Penalty: 4458.888184
	Iteration 5F: 3 clusters Score -582396.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -582928.812500 Penalty: 4458.888184
	Iteration 6F: 3 clusters Score -582928.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -583338.312500 Penalty: 4458.888184
	Iteration 7F: 3 clusters Score -583338.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -583622.187500 Penalty: 4458.888184
	Iteration 8Q: 3 clusters Score -583622.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -583800.937500 Penalty: 4458.888184
	Iteration 9Q: 3 clusters Score -583800.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -583901.375000 Penalty: 4458.888184
	Iteration 10Q: 3 clusters Score -583901.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -583966.187500 Penalty: 4458.888184
	Iteration 11Q: 3 clusters Score -583966.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -584035.437500 Penalty: 4458.888184
	Iteration 12Q: 3 clusters Score -584035.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -584106.937500 Penalty: 4458.888184
	Iteration 13Q: 3 clusters Score -584106.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -584177.312500 Penalty: 4458.888184
	Iteration 14Q: 3 clusters Score -584177.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -584249.000000 Penalty: 4458.888184
	Iteration 15Q: 3 clusters Score -584249 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -584297.875000 Penalty: 4458.888184
	Iteration 16Q: 3 clusters Score -584297.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -584337.750000 Penalty: 4458.888184
	Iteration 17Q: 3 clusters Score -584337.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -584374.875000 Penalty: 4458.888184
	Iteration 18Q: 3 clusters Score -584374.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -584409.625000 Penalty: 4458.888184
	Iteration 19Q: 3 clusters Score -584409.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -584439.937500 Penalty: 4458.888184
	Iteration 20F: 3 clusters Score -584439.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -584462.687500 Penalty: 4458.888184
	Iteration 21Q: 3 clusters Score -584462.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -584478.937500 Penalty: 4458.888184
	Iteration 22Q: 3 clusters Score -584478.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -584498.750000 Penalty: 4458.888184
	Iteration 23Q: 3 clusters Score -584498.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -584510.375000 Penalty: 4458.888184
	Iteration 24Q: 3 clusters Score -584510.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -584524.375000 Penalty: 4458.888184
	Iteration 25Q: 3 clusters Score -584524.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -584532.562500 Penalty: 4458.888184
	Iteration 26Q: 3 clusters Score -584532.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -584541.062500 Penalty: 4458.888184
	Iteration 27Q: 3 clusters Score -584541.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -584550.500000 Penalty: 4458.888184
	Iteration 28Q: 3 clusters Score -584550.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -584555.750000 Penalty: 4458.888184
	Iteration 29Q: 3 clusters Score -584555.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -584555.875000 Penalty: 4458.888184
	Iteration 30Q: 3 clusters Score -584555.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -584561.625000 Penalty: 4458.888184
	Iteration 31Q: 3 clusters Score -584561.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -584563.625000 Penalty: 4458.888184
	Iteration 32Q: 3 clusters Score -584563.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -584569.812500 Penalty: 4458.888184
	Iteration 33Q: 3 clusters Score -584569.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -584576.562500 Penalty: 4458.888184
	Iteration 34Q: 3 clusters Score -584576.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -584585.562500 Penalty: 4458.888184
	Iteration 35Q: 3 clusters Score -584585.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -584591.000000 Penalty: 4458.888184
	Iteration 36Q: 3 clusters Score -584591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -584595.562500 Penalty: 4458.888184
	Iteration 37Q: 3 clusters Score -584595.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -584600.562500 Penalty: 4458.888184
	Iteration 38Q: 3 clusters Score -584600.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -584601.375000 Penalty: 4458.888184
	Iteration 39Q: 3 clusters Score -584601.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -584606.812500 Penalty: 4458.888184
	Iteration 40F: 3 clusters Score -584606.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -584609.437500 Penalty: 4458.888184
	Iteration 41Q: 3 clusters Score -584609.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -584609.500000 Penalty: 4458.888184
	Iteration 42Q: 3 clusters Score -584609.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -584609.687500 Penalty: 4458.888184
	Iteration 43Q: 3 clusters Score -584609.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -584612.187500 Penalty: 4458.888184
	Iteration 44Q: 3 clusters Score -584612.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -584613.250000 Penalty: 4458.888184
	Iteration 45Q: 3 clusters Score -584613.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -584614.687500 Penalty: 4458.888184
	Iteration 46Q: 3 clusters Score -584614.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -584617.875000 Penalty: 4458.888184
	Iteration 47Q: 3 clusters Score -584617.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -584621.812500 Penalty: 4458.888184
	Iteration 48Q: 3 clusters Score -584621.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -584623.250000 Penalty: 4458.888184
	Iteration 49Q: 3 clusters Score -584623.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -584625.312500 Penalty: 4458.888184
	Iteration 50Q: 3 clusters Score -584625.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -584628.250000 Penalty: 4458.888184
	Iteration 51Q: 3 clusters Score -584628.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -584630.625000 Penalty: 4458.888184
	Iteration 52Q: 3 clusters Score -584630.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -584631.437500 Penalty: 4458.888184
	Iteration 53Q: 3 clusters Score -584631.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -584631.625000 Penalty: 4458.888184
	Iteration 54Q: 3 clusters Score -584631.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -584631.500000 Penalty: 4458.888184
	Iteration 55Q: 3 clusters Score -584631.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -584632.000000 Penalty: 4458.888184
	Iteration 56Q: 3 clusters Score -584632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -584632.875000 Penalty: 4458.888184
	Iteration 57Q: 3 clusters Score -584632.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -584632.437500 Penalty: 4458.888184
	Iteration 58Q: 3 clusters Score -584632.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -584632.437500 Penalty: 4458.888184
	Iteration 59F: 3 clusters Score -584632.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Entering Unmasked Estep 
Score: -1196987.250000 Penalty: 2432.253174
	Iteration 0F: 2 clusters Score -1196987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1184101.875000 Penalty: 4864.506348
	Iteration 0F: 3 clusters Score -1184102 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1188499.250000 Penalty: 4864.506348
	Iteration 1F: 3 clusters Score -1188499 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1189032.625000 Penalty: 4864.506348
	Iteration 2F: 3 clusters Score -1189033 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1189466.500000 Penalty: 4864.506348
	Iteration 3F: 3 clusters Score -1189466 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1189922.750000 Penalty: 4864.506348
	Iteration 4Q: 3 clusters Score -1189923 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1190385.750000 Penalty: 4864.506348
	Iteration 5Q: 3 clusters Score -1190386 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1190830.125000 Penalty: 4864.506348
	Iteration 6Q: 3 clusters Score -1190830 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1191299.875000 Penalty: 4864.506348
	Iteration 7Q: 3 clusters Score -1191300 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1191702.375000 Penalty: 4864.506348
	Iteration 8Q: 3 clusters Score -1191702 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1192011.875000 Penalty: 4864.506348
	Iteration 9Q: 3 clusters Score -1192012 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1192240.750000 Penalty: 4864.506348
	Iteration 10Q: 3 clusters Score -1192241 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1192421.750000 Penalty: 4864.506348
	Iteration 11Q: 3 clusters Score -1192422 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1192558.500000 Penalty: 4864.506348
	Iteration 12Q: 3 clusters Score -1192558 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1192680.125000 Penalty: 4864.506348
	Iteration 13Q: 3 clusters Score -1192680 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1192782.500000 Penalty: 4864.506348
	Iteration 14Q: 3 clusters Score -1192782 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1192869.875000 Penalty: 4864.506348
	Iteration 15Q: 3 clusters Score -1192870 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1192959.750000 Penalty: 4864.506348
	Iteration 16Q: 3 clusters Score -1192960 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1193063.375000 Penalty: 4864.506348
	Iteration 17Q: 3 clusters Score -1193063 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1193181.250000 Penalty: 4864.506348
	Iteration 18Q: 3 clusters Score -1193181 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1193321.125000 Penalty: 4864.506348
	Iteration 19Q: 3 clusters Score -1193321 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1193476.750000 Penalty: 4864.506348
	Iteration 20F: 3 clusters Score -1193477 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1193641.375000 Penalty: 4864.506348
	Iteration 21Q: 3 clusters Score -1193641 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1193797.625000 Penalty: 4864.506348
	Iteration 22Q: 3 clusters Score -1193798 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1193936.250000 Penalty: 4864.506348
	Iteration 23Q: 3 clusters Score -1193936 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1194044.875000 Penalty: 4864.506348
	Iteration 24Q: 3 clusters Score -1194045 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1194136.125000 Penalty: 4864.506348
	Iteration 25Q: 3 clusters Score -1194136 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1194229.500000 Penalty: 4864.506348
	Iteration 26Q: 3 clusters Score -1194230 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1194310.500000 Penalty: 4864.506348
	Iteration 27Q: 3 clusters Score -1194310 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1194367.500000 Penalty: 4864.506348
	Iteration 28Q: 3 clusters Score -1194368 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1194427.250000 Penalty: 4864.506348
	Iteration 29Q: 3 clusters Score -1194427 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1194487.375000 Penalty: 4864.506348
	Iteration 30Q: 3 clusters Score -1194487 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1194539.125000 Penalty: 4864.506348
	Iteration 31Q: 3 clusters Score -1194539 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1194603.500000 Penalty: 4864.506348
	Iteration 32Q: 3 clusters Score -1194604 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1194660.875000 Penalty: 4864.506348
	Iteration 33Q: 3 clusters Score -1194661 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1194716.875000 Penalty: 4864.506348
	Iteration 34Q: 3 clusters Score -1194717 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1194773.375000 Penalty: 4864.506348
	Iteration 35Q: 3 clusters Score -1194773 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1194819.875000 Penalty: 4864.506348
	Iteration 36Q: 3 clusters Score -1194820 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1194867.750000 Penalty: 4864.506348
	Iteration 37Q: 3 clusters Score -1194868 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1194909.625000 Penalty: 4864.506348
	Iteration 38Q: 3 clusters Score -1194910 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1194943.375000 Penalty: 4864.506348
	Iteration 39Q: 3 clusters Score -1194943 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1194976.375000 Penalty: 4864.506348
	Iteration 40F: 3 clusters Score -1194976 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1194994.250000 Penalty: 4864.506348
	Iteration 41Q: 3 clusters Score -1194994 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1195019.375000 Penalty: 4864.506348
	Iteration 42Q: 3 clusters Score -1195019 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1195039.000000 Penalty: 4864.506348
	Iteration 43Q: 3 clusters Score -1195039 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1195050.500000 Penalty: 4864.506348
	Iteration 44Q: 3 clusters Score -1195050 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1195070.875000 Penalty: 4864.506348
	Iteration 45Q: 3 clusters Score -1195071 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1195088.000000 Penalty: 4864.506348
	Iteration 46Q: 3 clusters Score -1195088 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1195107.125000 Penalty: 4864.506348
	Iteration 47Q: 3 clusters Score -1195107 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1195125.250000 Penalty: 4864.506348
	Iteration 48Q: 3 clusters Score -1195125 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1195142.875000 Penalty: 4864.506348
	Iteration 49Q: 3 clusters Score -1195143 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1195159.000000 Penalty: 4864.506348
	Iteration 50Q: 3 clusters Score -1195159 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1195171.000000 Penalty: 4864.506348
	Iteration 51Q: 3 clusters Score -1195171 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1195188.750000 Penalty: 4864.506348
	Iteration 52Q: 3 clusters Score -1195189 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1195199.500000 Penalty: 4864.506348
	Iteration 53Q: 3 clusters Score -1195200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1195210.000000 Penalty: 4864.506348
	Iteration 54Q: 3 clusters Score -1195210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1195221.250000 Penalty: 4864.506348
	Iteration 55Q: 3 clusters Score -1195221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1195228.500000 Penalty: 4864.506348
	Iteration 56Q: 3 clusters Score -1195228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1195232.750000 Penalty: 4864.506348
	Iteration 57Q: 3 clusters Score -1195233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1195240.125000 Penalty: 4864.506348
	Iteration 58Q: 3 clusters Score -1195240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1195241.125000 Penalty: 4864.506348
	Iteration 59Q: 3 clusters Score -1195241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1195240.375000 Penalty: 4864.506348
	Iteration 60F: 3 clusters Score -1195240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1195242.875000 Penalty: 4864.506348
	Iteration 61Q: 3 clusters Score -1195243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1195242.250000 Penalty: 4864.506348
	Iteration 62Q: 3 clusters Score -1195242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1195244.000000 Penalty: 4864.506348
	Iteration 63Q: 3 clusters Score -1195244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1195245.125000 Penalty: 4864.506348
	Iteration 64Q: 3 clusters Score -1195245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1195245.250000 Penalty: 4864.506348
	Iteration 65Q: 3 clusters Score -1195245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1195246.500000 Penalty: 4864.506348
	Iteration 66Q: 3 clusters Score -1195246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1195245.625000 Penalty: 4864.506348
	Iteration 67Q: 3 clusters Score -1195246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1195247.000000 Penalty: 4864.506348
	Iteration 68Q: 3 clusters Score -1195247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1195247.500000 Penalty: 4864.506348
	Iteration 69Q: 3 clusters Score -1195248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1195246.375000 Penalty: 4864.506348
	Iteration 70Q: 3 clusters Score -1195246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1195247.250000 Penalty: 4864.506348
	Iteration 71Q: 3 clusters Score -1195247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1195247.625000 Penalty: 4864.506348
	Iteration 72Q: 3 clusters Score -1195248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1195247.625000 Penalty: 4864.506348
	Iteration 73F: 3 clusters Score -1195248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Entering Unmasked Estep 
Score: -357273.875000 Penalty: 2111.916504
	Iteration 0F: 2 clusters Score -357273.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -352743.281250 Penalty: 4223.833008
	Iteration 0F: 3 clusters Score -352743.3 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -353792.093750 Penalty: 4223.833008
	Iteration 1F: 3 clusters Score -353792.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -353999.125000 Penalty: 4223.833008
	Iteration 2F: 3 clusters Score -353999.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -354154.843750 Penalty: 4223.833008
	Iteration 3F: 3 clusters Score -354154.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -354295.781250 Penalty: 4223.833008
	Iteration 4Q: 3 clusters Score -354295.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -354452.156250 Penalty: 4223.833008
	Iteration 5Q: 3 clusters Score -354452.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -354634.250000 Penalty: 4223.833008
	Iteration 6Q: 3 clusters Score -354634.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -354834.468750 Penalty: 4223.833008
	Iteration 7Q: 3 clusters Score -354834.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -355036.625000 Penalty: 4223.833008
	Iteration 8Q: 3 clusters Score -355036.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -355249.031250 Penalty: 4223.833008
	Iteration 9F: 3 clusters Score -355249 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -355435.750000 Penalty: 4223.833008
	Iteration 10Q: 3 clusters Score -355435.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -355596.312500 Penalty: 4223.833008
	Iteration 11Q: 3 clusters Score -355596.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -355697.468750 Penalty: 4223.833008
	Iteration 12Q: 3 clusters Score -355697.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -355783.281250 Penalty: 4223.833008
	Iteration 13Q: 3 clusters Score -355783.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -355840.406250 Penalty: 4223.833008
	Iteration 14Q: 3 clusters Score -355840.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -355886.875000 Penalty: 4223.833008
	Iteration 15Q: 3 clusters Score -355886.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -355922.468750 Penalty: 4223.833008
	Iteration 16Q: 3 clusters Score -355922.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -355955.000000 Penalty: 4223.833008
	Iteration 17Q: 3 clusters Score -355955 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -355983.000000 Penalty: 4223.833008
	Iteration 18Q: 3 clusters Score -355983 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -356012.656250 Penalty: 4223.833008
	Iteration 19Q: 3 clusters Score -356012.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -356034.781250 Penalty: 4223.833008
	Iteration 20F: 3 clusters Score -356034.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -356051.687500 Penalty: 4223.833008
	Iteration 21Q: 3 clusters Score -356051.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -356065.781250 Penalty: 4223.833008
	Iteration 22Q: 3 clusters Score -356065.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -356077.531250 Penalty: 4223.833008
	Iteration 23Q: 3 clusters Score -356077.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -356096.843750 Penalty: 4223.833008
	Iteration 24Q: 3 clusters Score -356096.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -356114.062500 Penalty: 4223.833008
	Iteration 25Q: 3 clusters Score -356114.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -356132.437500 Penalty: 4223.833008
	Iteration 26Q: 3 clusters Score -356132.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -356156.375000 Penalty: 4223.833008
	Iteration 27Q: 3 clusters Score -356156.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -356175.812500 Penalty: 4223.833008
	Iteration 28Q: 3 clusters Score -356175.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -356198.687500 Penalty: 4223.833008
	Iteration 29Q: 3 clusters Score -356198.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -356219.687500 Penalty: 4223.833008
	Iteration 30Q: 3 clusters Score -356219.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -356240.062500 Penalty: 4223.833008
	Iteration 31Q: 3 clusters Score -356240.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -356258.937500 Penalty: 4223.833008
	Iteration 32Q: 3 clusters Score -356258.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -356278.562500 Penalty: 4223.833008
	Iteration 33Q: 3 clusters Score -356278.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -356302.125000 Penalty: 4223.833008
	Iteration 34Q: 3 clusters Score -356302.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -356332.156250 Penalty: 4223.833008
	Iteration 35Q: 3 clusters Score -356332.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -356365.250000 Penalty: 4223.833008
	Iteration 36Q: 3 clusters Score -356365.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -356389.750000 Penalty: 4223.833008
	Iteration 37Q: 3 clusters Score -356389.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -356403.125000 Penalty: 4223.833008
	Iteration 38Q: 3 clusters Score -356403.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -356410.718750 Penalty: 4223.833008
	Iteration 39Q: 3 clusters Score -356410.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -356417.406250 Penalty: 4223.833008
	Iteration 40F: 3 clusters Score -356417.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -356419.250000 Penalty: 4223.833008
	Iteration 41Q: 3 clusters Score -356419.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -356424.218750 Penalty: 4223.833008
	Iteration 42Q: 3 clusters Score -356424.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -356428.093750 Penalty: 4223.833008
	Iteration 43Q: 3 clusters Score -356428.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -356430.656250 Penalty: 4223.833008
	Iteration 44Q: 3 clusters Score -356430.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -356432.562500 Penalty: 4223.833008
	Iteration 45Q: 3 clusters Score -356432.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -356434.281250 Penalty: 4223.833008
	Iteration 46Q: 3 clusters Score -356434.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -356435.968750 Penalty: 4223.833008
	Iteration 47Q: 3 clusters Score -356436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -356439.156250 Penalty: 4223.833008
	Iteration 48Q: 3 clusters Score -356439.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -356441.125000 Penalty: 4223.833008
	Iteration 49Q: 3 clusters Score -356441.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -356441.125000 Penalty: 4223.833008
	Iteration 50Q: 3 clusters Score -356441.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -356441.593750 Penalty: 4223.833008
	Iteration 51Q: 3 clusters Score -356441.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -356441.593750 Penalty: 4223.833008
	Iteration 52F: 3 clusters Score -356441.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Entering Unmasked Estep 
Score: -100307.851562 Penalty: 1809.846436
	Iteration 0F: 2 clusters Score -100307.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -98015.390625 Penalty: 3619.692871
	Iteration 0F: 3 clusters Score -98015.39 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -98453.539062 Penalty: 3619.692871
	Iteration 1F: 3 clusters Score -98453.54 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -98717.062500 Penalty: 3619.692871
	Iteration 2F: 3 clusters Score -98717.06 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -99242.468750 Penalty: 3619.692871
	Iteration 3F: 3 clusters Score -99242.47 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -99544.257812 Penalty: 3619.692871
	Iteration 4F: 3 clusters Score -99544.26 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -99737.101562 Penalty: 3619.692871
	Iteration 5F: 3 clusters Score -99737.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -99864.820312 Penalty: 3619.692871
	Iteration 6F: 3 clusters Score -99864.82 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -99921.898438 Penalty: 3619.692871
	Iteration 7Q: 3 clusters Score -99921.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -99962.882812 Penalty: 3619.692871
	Iteration 8Q: 3 clusters Score -99962.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -99992.937500 Penalty: 3619.692871
	Iteration 9Q: 3 clusters Score -99992.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -100015.367188 Penalty: 3619.692871
	Iteration 10Q: 3 clusters Score -100015.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -100023.921875 Penalty: 3619.692871
	Iteration 11Q: 3 clusters Score -100023.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -100031.695312 Penalty: 3619.692871
	Iteration 12Q: 3 clusters Score -100031.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -100036.257812 Penalty: 3619.692871
	Iteration 13Q: 3 clusters Score -100036.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -100037.039062 Penalty: 3619.692871
	Iteration 14Q: 3 clusters Score -100037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -100041.656250 Penalty: 3619.692871
	Iteration 15Q: 3 clusters Score -100041.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -100046.570312 Penalty: 3619.692871
	Iteration 16Q: 3 clusters Score -100046.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -100050.515625 Penalty: 3619.692871
	Iteration 17Q: 3 clusters Score -100050.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -100051.554688 Penalty: 3619.692871
	Iteration 18Q: 3 clusters Score -100051.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -100051.554688 Penalty: 3619.692871
	Iteration 19F: 3 clusters Score -100051.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Entering Unmasked Estep 
Score: -2058550.750000 Penalty: 2535.203613
	Iteration 0F: 2 clusters Score -2058551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2039492.000000 Penalty: 5070.407227
	Iteration 0F: 3 clusters Score -2039492 nChanged 12468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2046177.625000 Penalty: 5070.407227
	Iteration 1F: 3 clusters Score -2046178 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2046729.375000 Penalty: 5070.407227
	Iteration 2F: 3 clusters Score -2046729 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2047359.000000 Penalty: 5070.407227
	Iteration 3F: 3 clusters Score -2047359 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2048332.250000 Penalty: 5070.407227
	Iteration 4F: 3 clusters Score -2048332 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2049641.625000 Penalty: 5070.407227
	Iteration 5F: 3 clusters Score -2049642 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2051236.250000 Penalty: 5070.407227
	Iteration 6F: 3 clusters Score -2051236 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2052894.500000 Penalty: 5070.407227
	Iteration 7F: 3 clusters Score -2052894 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2054211.875000 Penalty: 5070.407227
	Iteration 8F: 3 clusters Score -2054212 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2055086.125000 Penalty: 5070.407227
	Iteration 9Q: 3 clusters Score -2055086 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2055731.750000 Penalty: 5070.407227
	Iteration 10Q: 3 clusters Score -2055732 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2056297.875000 Penalty: 5070.407227
	Iteration 11Q: 3 clusters Score -2056298 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2056715.500000 Penalty: 5070.407227
	Iteration 12Q: 3 clusters Score -2056716 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2056891.375000 Penalty: 5070.407227
	Iteration 13Q: 3 clusters Score -2056891 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2056997.500000 Penalty: 5070.407227
	Iteration 14Q: 3 clusters Score -2056998 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2057057.750000 Penalty: 5070.407227
	Iteration 15Q: 3 clusters Score -2057058 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2057093.750000 Penalty: 5070.407227
	Iteration 16Q: 3 clusters Score -2057094 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2057113.125000 Penalty: 5070.407227
	Iteration 17Q: 3 clusters Score -2057113 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2057122.875000 Penalty: 5070.407227
	Iteration 18Q: 3 clusters Score -2057123 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2057133.125000 Penalty: 5070.407227
	Iteration 19Q: 3 clusters Score -2057133 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2057140.000000 Penalty: 5070.407227
	Iteration 20F: 3 clusters Score -2057140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2057148.500000 Penalty: 5070.407227
	Iteration 21Q: 3 clusters Score -2057148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2057156.125000 Penalty: 5070.407227
	Iteration 22Q: 3 clusters Score -2057156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2057156.625000 Penalty: 5070.407227
	Iteration 23Q: 3 clusters Score -2057157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2057162.625000 Penalty: 5070.407227
	Iteration 24Q: 3 clusters Score -2057163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2057161.125000 Penalty: 5070.407227
	Iteration 25Q: 3 clusters Score -2057161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2057167.000000 Penalty: 5070.407227
	Iteration 26Q: 3 clusters Score -2057167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2057169.875000 Penalty: 5070.407227
	Iteration 27Q: 3 clusters Score -2057170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2057174.875000 Penalty: 5070.407227
	Iteration 28Q: 3 clusters Score -2057175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2057169.375000 Penalty: 5070.407227
	Iteration 29Q: 3 clusters Score -2057169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2057170.500000 Penalty: 5070.407227
	Iteration 30Q: 3 clusters Score -2057170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2057173.875000 Penalty: 5070.407227
	Iteration 31Q: 3 clusters Score -2057174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2057176.250000 Penalty: 5070.407227
	Iteration 32Q: 3 clusters Score -2057176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2057176.250000 Penalty: 5070.407227
	Iteration 33F: 3 clusters Score -2057176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Entering Unmasked Estep 
Score: -1188662.875000 Penalty: 2400.135498
	Iteration 0F: 2 clusters Score -1188663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1177321.250000 Penalty: 4800.270996
	Iteration 0F: 3 clusters Score -1177321 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1181590.000000 Penalty: 4800.270996
	Iteration 1F: 3 clusters Score -1181590 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1182960.000000 Penalty: 4800.270996
	Iteration 2F: 3 clusters Score -1182960 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1184526.500000 Penalty: 4800.270996
	Iteration 3F: 3 clusters Score -1184526 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1186089.875000 Penalty: 4800.270996
	Iteration 4F: 3 clusters Score -1186090 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1187375.125000 Penalty: 4800.270996
	Iteration 5F: 3 clusters Score -1187375 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1188293.750000 Penalty: 4800.270996
	Iteration 6F: 3 clusters Score -1188294 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1188820.625000 Penalty: 4800.270996
	Iteration 7Q: 3 clusters Score -1188821 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1189027.875000 Penalty: 4800.270996
	Iteration 8Q: 3 clusters Score -1189028 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1189117.750000 Penalty: 4800.270996
	Iteration 9Q: 3 clusters Score -1189118 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1189157.625000 Penalty: 4800.270996
	Iteration 10Q: 3 clusters Score -1189158 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1189179.000000 Penalty: 4800.270996
	Iteration 11Q: 3 clusters Score -1189179 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1189192.875000 Penalty: 4800.270996
	Iteration 12Q: 3 clusters Score -1189193 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1189195.625000 Penalty: 4800.270996
	Iteration 13Q: 3 clusters Score -1189196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1189200.125000 Penalty: 4800.270996
	Iteration 14Q: 3 clusters Score -1189200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1189206.375000 Penalty: 4800.270996
	Iteration 15Q: 3 clusters Score -1189206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1189209.250000 Penalty: 4800.270996
	Iteration 16Q: 3 clusters Score -1189209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1189211.625000 Penalty: 4800.270996
	Iteration 17Q: 3 clusters Score -1189212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1189210.250000 Penalty: 4800.270996
	Iteration 18Q: 3 clusters Score -1189210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1189210.750000 Penalty: 4800.270996
	Iteration 19Q: 3 clusters Score -1189211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1189213.375000 Penalty: 4800.270996
	Iteration 20F: 3 clusters Score -1189213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1189213.250000 Penalty: 4800.270996
	Iteration 21Q: 3 clusters Score -1189213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1189213.625000 Penalty: 4800.270996
	Iteration 22Q: 3 clusters Score -1189214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1189210.750000 Penalty: 4800.270996
	Iteration 23Q: 3 clusters Score -1189211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1189212.625000 Penalty: 4800.270996
	Iteration 24Q: 3 clusters Score -1189213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1189209.875000 Penalty: 4800.270996
	Iteration 25Q: 3 clusters Score -1189210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1189212.500000 Penalty: 4800.270996
	Iteration 26Q: 3 clusters Score -1189212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1189210.875000 Penalty: 4800.270996
	Iteration 27Q: 3 clusters Score -1189211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1189210.875000 Penalty: 4800.270996
	Iteration 28Q: 3 clusters Score -1189211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1189210.125000 Penalty: 4800.270996
	Iteration 29Q: 3 clusters Score -1189210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1189215.000000 Penalty: 4800.270996
	Iteration 30Q: 3 clusters Score -1189215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1189212.500000 Penalty: 4800.270996
	Iteration 31Q: 3 clusters Score -1189212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1189213.125000 Penalty: 4800.270996
	Iteration 32Q: 3 clusters Score -1189213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1189215.500000 Penalty: 4800.270996
	Iteration 33Q: 3 clusters Score -1189216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1189218.625000 Penalty: 4800.270996
	Iteration 34Q: 3 clusters Score -1189219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1189218.625000 Penalty: 4800.270996
	Iteration 35F: 3 clusters Score -1189219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 79323 members 
Mstep: Class 3 contains 227697 members 
Mstep: Class 4 contains 3783 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 5340 members 
Mstep: Class 7 contains 4136 members 
Mstep: Class 8 contains 35582 members 
Mstep: Class 9 contains 319989 members 
Mstep: Class 10 contains 7204 members 
Mstep: Class 11 contains 12946 members 
Mstep: Class 12 contains 53315 members 
Mstep: Class 13 contains 4861 members 
Mstep: Class 14 contains 10195 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 206874 members 
Mstep: Class 19 contains 11522 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 37880 members 
Mstep: Class 22 contains 10483 members 
Mstep: Class 23 contains 14408 members 
Mstep: Class 24 contains 52294 members 
Mstep: Class 25 contains 8020 members 
Mstep: Class 26 contains 18169 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1477 members 
Mstep: Class 29 contains 27518 members 
Mstep: Class 30 contains 4192 members 
Mstep: Class 31 contains 3065 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 12172 members 
Mstep: Class 34 contains 6237 members 
Mstep: Class 35 contains 109458 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 36295 members 
Mstep: Class 38 contains 26970 members 
Mstep: Class 39 contains 3018 members 
Mstep: Class 40 contains 3253 members 
Mstep: Class 41 contains 8384 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2359 members 
Mstep: Class 44 contains 1027 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 11770 members 
Entering Unmasked Estep 
Score: -102278176.000000 Penalty: 161575.609375
Splitting cluster 30 changes total score from -102277328.000000 to -102278176.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 31 (3065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Entering Unmasked Estep 
Score: -169925.562500 Penalty: 1990.895020
	Iteration 0F: 2 clusters Score -169925.6 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 1572 members 
Entering Unmasked Estep 
Score: -166636.203125 Penalty: 3981.790039
	Iteration 0F: 3 clusters Score -166636.2 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -167539.109375 Penalty: 3981.790039
	Iteration 1F: 3 clusters Score -167539.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -167897.281250 Penalty: 3981.790039
	Iteration 2F: 3 clusters Score -167897.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -168216.390625 Penalty: 3981.790039
	Iteration 3F: 3 clusters Score -168216.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -168444.062500 Penalty: 3981.790039
	Iteration 4F: 3 clusters Score -168444.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -168603.718750 Penalty: 3981.790039
	Iteration 5F: 3 clusters Score -168603.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -168673.015625 Penalty: 3981.790039
	Iteration 6Q: 3 clusters Score -168673 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -168709.796875 Penalty: 3981.790039
	Iteration 7Q: 3 clusters Score -168709.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -168739.500000 Penalty: 3981.790039
	Iteration 8Q: 3 clusters Score -168739.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -168775.625000 Penalty: 3981.790039
	Iteration 9Q: 3 clusters Score -168775.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -168821.046875 Penalty: 3981.790039
	Iteration 10Q: 3 clusters Score -168821 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -168876.578125 Penalty: 3981.790039
	Iteration 11Q: 3 clusters Score -168876.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -168916.593750 Penalty: 3981.790039
	Iteration 12Q: 3 clusters Score -168916.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -168958.593750 Penalty: 3981.790039
	Iteration 13Q: 3 clusters Score -168958.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -168994.875000 Penalty: 3981.790039
	Iteration 14Q: 3 clusters Score -168994.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -169026.421875 Penalty: 3981.790039
	Iteration 15Q: 3 clusters Score -169026.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -169050.640625 Penalty: 3981.790039
	Iteration 16Q: 3 clusters Score -169050.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -169076.890625 Penalty: 3981.790039
	Iteration 17Q: 3 clusters Score -169076.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -169093.281250 Penalty: 3981.790039
	Iteration 18Q: 3 clusters Score -169093.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -169106.984375 Penalty: 3981.790039
	Iteration 19Q: 3 clusters Score -169107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -169126.453125 Penalty: 3981.790039
	Iteration 20F: 3 clusters Score -169126.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -169140.390625 Penalty: 3981.790039
	Iteration 21Q: 3 clusters Score -169140.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -169162.453125 Penalty: 3981.790039
	Iteration 22Q: 3 clusters Score -169162.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -169188.046875 Penalty: 3981.790039
	Iteration 23Q: 3 clusters Score -169188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -169209.406250 Penalty: 3981.790039
	Iteration 24Q: 3 clusters Score -169209.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -169220.656250 Penalty: 3981.790039
	Iteration 25Q: 3 clusters Score -169220.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -169234.296875 Penalty: 3981.790039
	Iteration 26Q: 3 clusters Score -169234.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -169252.062500 Penalty: 3981.790039
	Iteration 27Q: 3 clusters Score -169252.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -169265.781250 Penalty: 3981.790039
	Iteration 28Q: 3 clusters Score -169265.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -169273.328125 Penalty: 3981.790039
	Iteration 29Q: 3 clusters Score -169273.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -169280.375000 Penalty: 3981.790039
	Iteration 30Q: 3 clusters Score -169280.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -169288.875000 Penalty: 3981.790039
	Iteration 31Q: 3 clusters Score -169288.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -169295.046875 Penalty: 3981.790039
	Iteration 32Q: 3 clusters Score -169295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -169299.703125 Penalty: 3981.790039
	Iteration 33Q: 3 clusters Score -169299.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -169303.453125 Penalty: 3981.790039
	Iteration 34Q: 3 clusters Score -169303.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -169305.015625 Penalty: 3981.790039
	Iteration 35Q: 3 clusters Score -169305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -169308.000000 Penalty: 3981.790039
	Iteration 36Q: 3 clusters Score -169308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -169309.187500 Penalty: 3981.790039
	Iteration 37Q: 3 clusters Score -169309.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -169310.625000 Penalty: 3981.790039
	Iteration 38Q: 3 clusters Score -169310.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -169311.296875 Penalty: 3981.790039
	Iteration 39Q: 3 clusters Score -169311.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -169311.609375 Penalty: 3981.790039
	Iteration 40F: 3 clusters Score -169311.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -169312.203125 Penalty: 3981.790039
	Iteration 41Q: 3 clusters Score -169312.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -169312.531250 Penalty: 3981.790039
	Iteration 42Q: 3 clusters Score -169312.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -169313.062500 Penalty: 3981.790039
	Iteration 43Q: 3 clusters Score -169313.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -169313.734375 Penalty: 3981.790039
	Iteration 44Q: 3 clusters Score -169313.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -169316.203125 Penalty: 3981.790039
	Iteration 45Q: 3 clusters Score -169316.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -169319.890625 Penalty: 3981.790039
	Iteration 46Q: 3 clusters Score -169319.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -169322.515625 Penalty: 3981.790039
	Iteration 47Q: 3 clusters Score -169322.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -169324.437500 Penalty: 3981.790039
	Iteration 48Q: 3 clusters Score -169324.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -169325.312500 Penalty: 3981.790039
	Iteration 49Q: 3 clusters Score -169325.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -169325.531250 Penalty: 3981.790039
	Iteration 50Q: 3 clusters Score -169325.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -169325.531250 Penalty: 3981.790039
	Iteration 51F: 3 clusters Score -169325.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Entering Unmasked Estep 
Score: -250850.343750 Penalty: 2044.072876
	Iteration 0F: 2 clusters Score -250850.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -247093.515625 Penalty: 4088.145752
	Iteration 0F: 3 clusters Score -247093.5 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -247959.421875 Penalty: 4088.145752
	Iteration 1F: 3 clusters Score -247959.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -248238.218750 Penalty: 4088.145752
	Iteration 2F: 3 clusters Score -248238.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -248464.937500 Penalty: 4088.145752
	Iteration 3F: 3 clusters Score -248464.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -248689.187500 Penalty: 4088.145752
	Iteration 4F: 3 clusters Score -248689.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -248897.078125 Penalty: 4088.145752
	Iteration 5F: 3 clusters Score -248897.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -249082.000000 Penalty: 4088.145752
	Iteration 6Q: 3 clusters Score -249082 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -249254.046875 Penalty: 4088.145752
	Iteration 7Q: 3 clusters Score -249254 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -249393.968750 Penalty: 4088.145752
	Iteration 8Q: 3 clusters Score -249394 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -249492.250000 Penalty: 4088.145752
	Iteration 9Q: 3 clusters Score -249492.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -249553.093750 Penalty: 4088.145752
	Iteration 10Q: 3 clusters Score -249553.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -249587.656250 Penalty: 4088.145752
	Iteration 11Q: 3 clusters Score -249587.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -249617.062500 Penalty: 4088.145752
	Iteration 12Q: 3 clusters Score -249617.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -249639.031250 Penalty: 4088.145752
	Iteration 13Q: 3 clusters Score -249639 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -249658.093750 Penalty: 4088.145752
	Iteration 14Q: 3 clusters Score -249658.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -249676.140625 Penalty: 4088.145752
	Iteration 15Q: 3 clusters Score -249676.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -249690.062500 Penalty: 4088.145752
	Iteration 16Q: 3 clusters Score -249690.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -249699.312500 Penalty: 4088.145752
	Iteration 17Q: 3 clusters Score -249699.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -249709.156250 Penalty: 4088.145752
	Iteration 18Q: 3 clusters Score -249709.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -249718.593750 Penalty: 4088.145752
	Iteration 19Q: 3 clusters Score -249718.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -249720.875000 Penalty: 4088.145752
	Iteration 20F: 3 clusters Score -249720.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -249725.625000 Penalty: 4088.145752
	Iteration 21Q: 3 clusters Score -249725.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -249729.875000 Penalty: 4088.145752
	Iteration 22Q: 3 clusters Score -249729.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -249736.171875 Penalty: 4088.145752
	Iteration 23Q: 3 clusters Score -249736.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -249740.265625 Penalty: 4088.145752
	Iteration 24Q: 3 clusters Score -249740.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -249743.125000 Penalty: 4088.145752
	Iteration 25Q: 3 clusters Score -249743.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -249746.359375 Penalty: 4088.145752
	Iteration 26Q: 3 clusters Score -249746.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -249748.953125 Penalty: 4088.145752
	Iteration 27Q: 3 clusters Score -249749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -249751.359375 Penalty: 4088.145752
	Iteration 28Q: 3 clusters Score -249751.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -249755.593750 Penalty: 4088.145752
	Iteration 29Q: 3 clusters Score -249755.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -249761.031250 Penalty: 4088.145752
	Iteration 30Q: 3 clusters Score -249761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -249763.921875 Penalty: 4088.145752
	Iteration 31Q: 3 clusters Score -249763.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -249766.890625 Penalty: 4088.145752
	Iteration 32Q: 3 clusters Score -249766.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -249771.843750 Penalty: 4088.145752
	Iteration 33Q: 3 clusters Score -249771.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -249777.531250 Penalty: 4088.145752
	Iteration 34Q: 3 clusters Score -249777.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -249782.171875 Penalty: 4088.145752
	Iteration 35Q: 3 clusters Score -249782.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -249790.453125 Penalty: 4088.145752
	Iteration 36Q: 3 clusters Score -249790.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -249797.390625 Penalty: 4088.145752
	Iteration 37Q: 3 clusters Score -249797.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -249805.765625 Penalty: 4088.145752
	Iteration 38Q: 3 clusters Score -249805.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -249815.421875 Penalty: 4088.145752
	Iteration 39Q: 3 clusters Score -249815.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -249823.890625 Penalty: 4088.145752
	Iteration 40F: 3 clusters Score -249823.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -249834.125000 Penalty: 4088.145752
	Iteration 41Q: 3 clusters Score -249834.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -249843.828125 Penalty: 4088.145752
	Iteration 42Q: 3 clusters Score -249843.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -249850.687500 Penalty: 4088.145752
	Iteration 43Q: 3 clusters Score -249850.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -249853.703125 Penalty: 4088.145752
	Iteration 44Q: 3 clusters Score -249853.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -249857.687500 Penalty: 4088.145752
	Iteration 45Q: 3 clusters Score -249857.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -249861.640625 Penalty: 4088.145752
	Iteration 46Q: 3 clusters Score -249861.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -249865.296875 Penalty: 4088.145752
	Iteration 47Q: 3 clusters Score -249865.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -249871.609375 Penalty: 4088.145752
	Iteration 48Q: 3 clusters Score -249871.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -249877.265625 Penalty: 4088.145752
	Iteration 49Q: 3 clusters Score -249877.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -249878.593750 Penalty: 4088.145752
	Iteration 50Q: 3 clusters Score -249878.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -249880.906250 Penalty: 4088.145752
	Iteration 51Q: 3 clusters Score -249880.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -249881.406250 Penalty: 4088.145752
	Iteration 52Q: 3 clusters Score -249881.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -249881.546875 Penalty: 4088.145752
	Iteration 53Q: 3 clusters Score -249881.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -249882.421875 Penalty: 4088.145752
	Iteration 54Q: 3 clusters Score -249882.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -249882.421875 Penalty: 4088.145752
	Iteration 55F: 3 clusters Score -249882.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Entering Unmasked Estep 
Score: -902786.500000 Penalty: 2332.909668
	Iteration 0F: 2 clusters Score -902786.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -893664.875000 Penalty: 4665.819336
	Iteration 0F: 3 clusters Score -893664.9 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -896417.687500 Penalty: 4665.819336
	Iteration 1F: 3 clusters Score -896417.7 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -896745.312500 Penalty: 4665.819336
	Iteration 2F: 3 clusters Score -896745.3 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -896981.125000 Penalty: 4665.819336
	Iteration 3Q: 3 clusters Score -896981.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -897182.500000 Penalty: 4665.819336
	Iteration 4Q: 3 clusters Score -897182.5 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -897391.687500 Penalty: 4665.819336
	Iteration 5Q: 3 clusters Score -897391.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -897592.562500 Penalty: 4665.819336
	Iteration 6Q: 3 clusters Score -897592.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -897791.375000 Penalty: 4665.819336
	Iteration 7Q: 3 clusters Score -897791.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -897983.500000 Penalty: 4665.819336
	Iteration 8Q: 3 clusters Score -897983.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -898154.812500 Penalty: 4665.819336
	Iteration 9Q: 3 clusters Score -898154.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -898315.437500 Penalty: 4665.819336
	Iteration 10Q: 3 clusters Score -898315.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -898481.187500 Penalty: 4665.819336
	Iteration 11Q: 3 clusters Score -898481.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -898643.125000 Penalty: 4665.819336
	Iteration 12Q: 3 clusters Score -898643.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -898786.000000 Penalty: 4665.819336
	Iteration 13Q: 3 clusters Score -898786 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -898885.750000 Penalty: 4665.819336
	Iteration 14Q: 3 clusters Score -898885.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -898972.937500 Penalty: 4665.819336
	Iteration 15Q: 3 clusters Score -898972.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -899060.937500 Penalty: 4665.819336
	Iteration 16Q: 3 clusters Score -899060.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -899134.312500 Penalty: 4665.819336
	Iteration 17Q: 3 clusters Score -899134.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -899204.750000 Penalty: 4665.819336
	Iteration 18Q: 3 clusters Score -899204.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -899271.437500 Penalty: 4665.819336
	Iteration 19Q: 3 clusters Score -899271.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -899335.000000 Penalty: 4665.819336
	Iteration 20F: 3 clusters Score -899335 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -899388.875000 Penalty: 4665.819336
	Iteration 21Q: 3 clusters Score -899388.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -899434.062500 Penalty: 4665.819336
	Iteration 22Q: 3 clusters Score -899434.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -899482.187500 Penalty: 4665.819336
	Iteration 23Q: 3 clusters Score -899482.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -899526.875000 Penalty: 4665.819336
	Iteration 24Q: 3 clusters Score -899526.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -899574.062500 Penalty: 4665.819336
	Iteration 25Q: 3 clusters Score -899574.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -899621.187500 Penalty: 4665.819336
	Iteration 26Q: 3 clusters Score -899621.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -899671.937500 Penalty: 4665.819336
	Iteration 27Q: 3 clusters Score -899671.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -899721.375000 Penalty: 4665.819336
	Iteration 28Q: 3 clusters Score -899721.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -899781.812500 Penalty: 4665.819336
	Iteration 29Q: 3 clusters Score -899781.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -899841.437500 Penalty: 4665.819336
	Iteration 30Q: 3 clusters Score -899841.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -899895.687500 Penalty: 4665.819336
	Iteration 31Q: 3 clusters Score -899895.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -899960.625000 Penalty: 4665.819336
	Iteration 32Q: 3 clusters Score -899960.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -900030.187500 Penalty: 4665.819336
	Iteration 33Q: 3 clusters Score -900030.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -900096.062500 Penalty: 4665.819336
	Iteration 34Q: 3 clusters Score -900096.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -900155.937500 Penalty: 4665.819336
	Iteration 35Q: 3 clusters Score -900155.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -900212.750000 Penalty: 4665.819336
	Iteration 36Q: 3 clusters Score -900212.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -900273.437500 Penalty: 4665.819336
	Iteration 37Q: 3 clusters Score -900273.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -900330.812500 Penalty: 4665.819336
	Iteration 38Q: 3 clusters Score -900330.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -900376.687500 Penalty: 4665.819336
	Iteration 39Q: 3 clusters Score -900376.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -900428.812500 Penalty: 4665.819336
	Iteration 40F: 3 clusters Score -900428.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -900479.500000 Penalty: 4665.819336
	Iteration 41Q: 3 clusters Score -900479.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -900520.937500 Penalty: 4665.819336
	Iteration 42Q: 3 clusters Score -900520.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -900554.562500 Penalty: 4665.819336
	Iteration 43Q: 3 clusters Score -900554.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -900577.062500 Penalty: 4665.819336
	Iteration 44Q: 3 clusters Score -900577.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -900602.500000 Penalty: 4665.819336
	Iteration 45Q: 3 clusters Score -900602.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -900626.562500 Penalty: 4665.819336
	Iteration 46Q: 3 clusters Score -900626.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -900646.375000 Penalty: 4665.819336
	Iteration 47Q: 3 clusters Score -900646.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -900666.937500 Penalty: 4665.819336
	Iteration 48Q: 3 clusters Score -900666.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -900680.500000 Penalty: 4665.819336
	Iteration 49Q: 3 clusters Score -900680.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -900696.625000 Penalty: 4665.819336
	Iteration 50Q: 3 clusters Score -900696.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -900706.937500 Penalty: 4665.819336
	Iteration 51Q: 3 clusters Score -900706.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -900723.500000 Penalty: 4665.819336
	Iteration 52Q: 3 clusters Score -900723.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -900738.062500 Penalty: 4665.819336
	Iteration 53Q: 3 clusters Score -900738.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -900749.812500 Penalty: 4665.819336
	Iteration 54Q: 3 clusters Score -900749.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -900764.250000 Penalty: 4665.819336
	Iteration 55Q: 3 clusters Score -900764.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -900776.750000 Penalty: 4665.819336
	Iteration 56Q: 3 clusters Score -900776.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -900784.437500 Penalty: 4665.819336
	Iteration 57Q: 3 clusters Score -900784.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -900797.250000 Penalty: 4665.819336
	Iteration 58Q: 3 clusters Score -900797.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -900808.062500 Penalty: 4665.819336
	Iteration 59Q: 3 clusters Score -900808.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -900814.500000 Penalty: 4665.819336
	Iteration 60F: 3 clusters Score -900814.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -900822.500000 Penalty: 4665.819336
	Iteration 61Q: 3 clusters Score -900822.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -900828.125000 Penalty: 4665.819336
	Iteration 62Q: 3 clusters Score -900828.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -900832.125000 Penalty: 4665.819336
	Iteration 63Q: 3 clusters Score -900832.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -900835.000000 Penalty: 4665.819336
	Iteration 64Q: 3 clusters Score -900835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -900838.062500 Penalty: 4665.819336
	Iteration 65Q: 3 clusters Score -900838.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -900842.562500 Penalty: 4665.819336
	Iteration 66Q: 3 clusters Score -900842.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -900846.562500 Penalty: 4665.819336
	Iteration 67Q: 3 clusters Score -900846.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -900853.750000 Penalty: 4665.819336
	Iteration 68Q: 3 clusters Score -900853.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -900857.250000 Penalty: 4665.819336
	Iteration 69Q: 3 clusters Score -900857.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -900865.750000 Penalty: 4665.819336
	Iteration 70Q: 3 clusters Score -900865.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -900871.875000 Penalty: 4665.819336
	Iteration 71Q: 3 clusters Score -900871.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -900873.750000 Penalty: 4665.819336
	Iteration 72Q: 3 clusters Score -900873.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -900877.750000 Penalty: 4665.819336
	Iteration 73Q: 3 clusters Score -900877.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -900881.250000 Penalty: 4665.819336
	Iteration 74Q: 3 clusters Score -900881.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -900882.812500 Penalty: 4665.819336
	Iteration 75Q: 3 clusters Score -900882.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -900885.437500 Penalty: 4665.819336
	Iteration 76Q: 3 clusters Score -900885.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -900885.500000 Penalty: 4665.819336
	Iteration 77Q: 3 clusters Score -900885.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -900886.000000 Penalty: 4665.819336
	Iteration 78Q: 3 clusters Score -900886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -900886.000000 Penalty: 4665.819336
	Iteration 79F: 3 clusters Score -900886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Entering Unmasked Estep 
Score: -458529.625000 Penalty: 2167.087158
	Iteration 0F: 2 clusters Score -458529.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -453272.906250 Penalty: 4334.174316
	Iteration 0F: 3 clusters Score -453272.9 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -454597.218750 Penalty: 4334.174316
	Iteration 1F: 3 clusters Score -454597.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -454822.656250 Penalty: 4334.174316
	Iteration 2F: 3 clusters Score -454822.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -454987.218750 Penalty: 4334.174316
	Iteration 3Q: 3 clusters Score -454987.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -455115.937500 Penalty: 4334.174316
	Iteration 4Q: 3 clusters Score -455115.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -455219.750000 Penalty: 4334.174316
	Iteration 5Q: 3 clusters Score -455219.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -455328.312500 Penalty: 4334.174316
	Iteration 6Q: 3 clusters Score -455328.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -455430.687500 Penalty: 4334.174316
	Iteration 7Q: 3 clusters Score -455430.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -455539.968750 Penalty: 4334.174316
	Iteration 8Q: 3 clusters Score -455540 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -455665.562500 Penalty: 4334.174316
	Iteration 9Q: 3 clusters Score -455665.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -455830.156250 Penalty: 4334.174316
	Iteration 10Q: 3 clusters Score -455830.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -455992.437500 Penalty: 4334.174316
	Iteration 11Q: 3 clusters Score -455992.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -456156.000000 Penalty: 4334.174316
	Iteration 12Q: 3 clusters Score -456156 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -456295.562500 Penalty: 4334.174316
	Iteration 13Q: 3 clusters Score -456295.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -456406.250000 Penalty: 4334.174316
	Iteration 14Q: 3 clusters Score -456406.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -456534.750000 Penalty: 4334.174316
	Iteration 15Q: 3 clusters Score -456534.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -456652.968750 Penalty: 4334.174316
	Iteration 16Q: 3 clusters Score -456653 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -456749.156250 Penalty: 4334.174316
	Iteration 17Q: 3 clusters Score -456749.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -456852.281250 Penalty: 4334.174316
	Iteration 18Q: 3 clusters Score -456852.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -456945.468750 Penalty: 4334.174316
	Iteration 19Q: 3 clusters Score -456945.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -457020.343750 Penalty: 4334.174316
	Iteration 20F: 3 clusters Score -457020.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -457088.531250 Penalty: 4334.174316
	Iteration 21Q: 3 clusters Score -457088.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -457154.312500 Penalty: 4334.174316
	Iteration 22Q: 3 clusters Score -457154.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -457199.625000 Penalty: 4334.174316
	Iteration 23Q: 3 clusters Score -457199.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -457235.093750 Penalty: 4334.174316
	Iteration 24Q: 3 clusters Score -457235.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -457264.781250 Penalty: 4334.174316
	Iteration 25Q: 3 clusters Score -457264.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -457288.000000 Penalty: 4334.174316
	Iteration 26Q: 3 clusters Score -457288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -457295.500000 Penalty: 4334.174316
	Iteration 27Q: 3 clusters Score -457295.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -457298.906250 Penalty: 4334.174316
	Iteration 28Q: 3 clusters Score -457298.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -457300.718750 Penalty: 4334.174316
	Iteration 29Q: 3 clusters Score -457300.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -457301.343750 Penalty: 4334.174316
	Iteration 30Q: 3 clusters Score -457301.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -457301.906250 Penalty: 4334.174316
	Iteration 31Q: 3 clusters Score -457301.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -457303.000000 Penalty: 4334.174316
	Iteration 32Q: 3 clusters Score -457303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -457303.312500 Penalty: 4334.174316
	Iteration 33Q: 3 clusters Score -457303.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -457302.968750 Penalty: 4334.174316
	Iteration 34Q: 3 clusters Score -457303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -457303.625000 Penalty: 4334.174316
	Iteration 35Q: 3 clusters Score -457303.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -457303.625000 Penalty: 4334.174316
	Iteration 36F: 3 clusters Score -457303.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (109458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109458 members 
Entering Unmasked Estep 
Score: -8356102.000000 Penalty: 2877.617432
	Iteration 0F: 2 clusters Score -8356102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54861 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
Score: -8282827.500000 Penalty: 5755.234863
	Iteration 0F: 3 clusters Score -8282828 nChanged 51924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55707 members 
Mstep: Class 2 contains 53751 members 
Entering Unmasked Estep 
Score: -8312864.500000 Penalty: 5755.234863
	Iteration 1F: 3 clusters Score -8312864 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55991 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -8314083.500000 Penalty: 5755.234863
	Iteration 2Q: 3 clusters Score -8314084 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56280 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -8315355.500000 Penalty: 5755.234863
	Iteration 3Q: 3 clusters Score -8315356 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -8316741.500000 Penalty: 5755.234863
	Iteration 4Q: 3 clusters Score -8316742 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 52143 members 
Entering Unmasked Estep 
Score: -8318308.500000 Penalty: 5755.234863
	Iteration 5Q: 3 clusters Score -8318308 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58173 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
Score: -8320011.500000 Penalty: 5755.234863
	Iteration 6Q: 3 clusters Score -8320012 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59545 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -8321812.000000 Penalty: 5755.234863
	Iteration 7Q: 3 clusters Score -8321812 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61406 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -8323777.000000 Penalty: 5755.234863
	Iteration 8Q: 3 clusters Score -8323777 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -8325772.000000 Penalty: 5755.234863
	Iteration 9Q: 3 clusters Score -8325772 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67274 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -8327835.500000 Penalty: 5755.234863
	Iteration 10Q: 3 clusters Score -8327836 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71395 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -8330175.500000 Penalty: 5755.234863
	Iteration 11Q: 3 clusters Score -8330176 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76276 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -8332897.000000 Penalty: 5755.234863
	Iteration 12Q: 3 clusters Score -8332897 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81710 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -8336094.000000 Penalty: 5755.234863
	Iteration 13Q: 3 clusters Score -8336094 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87416 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -8339621.500000 Penalty: 5755.234863
	Iteration 14F: 3 clusters Score -8339622 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92903 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -8343144.000000 Penalty: 5755.234863
	Iteration 15F: 3 clusters Score -8343144 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97834 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -8346442.500000 Penalty: 5755.234863
	Iteration 16Q: 3 clusters Score -8346442 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101657 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -8349108.500000 Penalty: 5755.234863
	Iteration 17Q: 3 clusters Score -8349108 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104349 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -8350893.000000 Penalty: 5755.234863
	Iteration 18Q: 3 clusters Score -8350893 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106042 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -8352005.000000 Penalty: 5755.234863
	Iteration 19Q: 3 clusters Score -8352005 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107076 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -8352643.000000 Penalty: 5755.234863
	Iteration 20F: 3 clusters Score -8352643 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107666 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -8352975.500000 Penalty: 5755.234863
	Iteration 21Q: 3 clusters Score -8352976 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108046 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -8353220.500000 Penalty: 5755.234863
	Iteration 22Q: 3 clusters Score -8353220 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108294 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8353371.000000 Penalty: 5755.234863
	Iteration 23Q: 3 clusters Score -8353371 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108443 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -8353463.000000 Penalty: 5755.234863
	Iteration 24Q: 3 clusters Score -8353463 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108532 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8353530.000000 Penalty: 5755.234863
	Iteration 25Q: 3 clusters Score -8353530 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108597 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8353558.000000 Penalty: 5755.234863
	Iteration 26Q: 3 clusters Score -8353558 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108642 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8353586.000000 Penalty: 5755.234863
	Iteration 27Q: 3 clusters Score -8353586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108675 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8353619.500000 Penalty: 5755.234863
	Iteration 28Q: 3 clusters Score -8353620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108695 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8353637.000000 Penalty: 5755.234863
	Iteration 29Q: 3 clusters Score -8353637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108711 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8353652.000000 Penalty: 5755.234863
	Iteration 30Q: 3 clusters Score -8353652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108724 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8353662.000000 Penalty: 5755.234863
	Iteration 31Q: 3 clusters Score -8353662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108732 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8353668.500000 Penalty: 5755.234863
	Iteration 32Q: 3 clusters Score -8353668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108740 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8353665.500000 Penalty: 5755.234863
	Iteration 33Q: 3 clusters Score -8353666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108750 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8353676.000000 Penalty: 5755.234863
	Iteration 34Q: 3 clusters Score -8353676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108760 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8353683.500000 Penalty: 5755.234863
	Iteration 35Q: 3 clusters Score -8353684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108767 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8353687.500000 Penalty: 5755.234863
	Iteration 36Q: 3 clusters Score -8353688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108774 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8353689.500000 Penalty: 5755.234863
	Iteration 37Q: 3 clusters Score -8353690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108782 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8353693.500000 Penalty: 5755.234863
	Iteration 38Q: 3 clusters Score -8353694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108788 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8353701.000000 Penalty: 5755.234863
	Iteration 39Q: 3 clusters Score -8353701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108799 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8353697.000000 Penalty: 5755.234863
	Iteration 40F: 3 clusters Score -8353697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108807 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8353704.000000 Penalty: 5755.234863
	Iteration 41Q: 3 clusters Score -8353704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108813 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8353708.500000 Penalty: 5755.234863
	Iteration 42Q: 3 clusters Score -8353708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108819 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8353709.500000 Penalty: 5755.234863
	Iteration 43Q: 3 clusters Score -8353710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108826 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8353710.000000 Penalty: 5755.234863
	Iteration 44Q: 3 clusters Score -8353710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108831 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8353710.000000 Penalty: 5755.234863
	Iteration 45Q: 3 clusters Score -8353710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108836 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8353707.000000 Penalty: 5755.234863
	Iteration 46Q: 3 clusters Score -8353707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108839 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8353710.500000 Penalty: 5755.234863
	Iteration 47Q: 3 clusters Score -8353710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108840 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8353709.000000 Penalty: 5755.234863
	Iteration 48Q: 3 clusters Score -8353709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108840 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8353709.000000 Penalty: 5755.234863
	Iteration 49F: 3 clusters Score -8353709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -78718.085938 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -78718.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -76687.476562 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -76687.48 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -76996.492188 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -76996.49 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -77098.039062 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -77098.04 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -77184.148438 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -77184.15 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -77293.109375 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -77293.11 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -77393.578125 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -77393.58 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -77452.820312 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -77452.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -77498.007812 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -77498.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -77537.593750 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -77537.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -77589.273438 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -77589.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -77638.882812 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -77638.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -77683.625000 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -77683.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -77729.351562 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -77729.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -77795.554688 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -77795.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -77903.257812 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -77903.26 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -77988.312500 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -77988.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -78059.187500 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -78059.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -78151.515625 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -78151.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -78259.398438 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -78259.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -78337.718750 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -78337.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -78439.203125 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -78439.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -78530.664062 Penalty: 3506.657715
	Iteration 21Q: 3 clusters Score -78530.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -78610.476562 Penalty: 3506.657715
	Iteration 22Q: 3 clusters Score -78610.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -78628.656250 Penalty: 3506.657715
	Iteration 23Q: 3 clusters Score -78628.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -78635.859375 Penalty: 3506.657715
	Iteration 24Q: 3 clusters Score -78635.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -78635.859375 Penalty: 3506.657715
	Iteration 25F: 3 clusters Score -78635.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (36295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Entering Unmasked Estep 
Score: -2904984.000000 Penalty: 2603.859863
	Iteration 0F: 2 clusters Score -2904984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2880176.250000 Penalty: 5207.719727
	Iteration 0F: 3 clusters Score -2880176 nChanged 16673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2889225.000000 Penalty: 5207.719727
	Iteration 1F: 3 clusters Score -2889225 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -2889594.000000 Penalty: 5207.719727
	Iteration 2Q: 3 clusters Score -2889594 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2889909.000000 Penalty: 5207.719727
	Iteration 3Q: 3 clusters Score -2889909 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2890220.000000 Penalty: 5207.719727
	Iteration 4Q: 3 clusters Score -2890220 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2890524.750000 Penalty: 5207.719727
	Iteration 5Q: 3 clusters Score -2890525 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2890846.500000 Penalty: 5207.719727
	Iteration 6Q: 3 clusters Score -2890846 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2891278.000000 Penalty: 5207.719727
	Iteration 7Q: 3 clusters Score -2891278 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2891846.500000 Penalty: 5207.719727
	Iteration 8Q: 3 clusters Score -2891846 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2892685.250000 Penalty: 5207.719727
	Iteration 9Q: 3 clusters Score -2892685 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2893863.750000 Penalty: 5207.719727
	Iteration 10Q: 3 clusters Score -2893864 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2895528.500000 Penalty: 5207.719727
	Iteration 11F: 3 clusters Score -2895528 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2897300.500000 Penalty: 5207.719727
	Iteration 12F: 3 clusters Score -2897300 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2898913.250000 Penalty: 5207.719727
	Iteration 13F: 3 clusters Score -2898913 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2900237.500000 Penalty: 5207.719727
	Iteration 14Q: 3 clusters Score -2900238 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2901064.750000 Penalty: 5207.719727
	Iteration 15Q: 3 clusters Score -2901065 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2901624.000000 Penalty: 5207.719727
	Iteration 16Q: 3 clusters Score -2901624 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2901997.000000 Penalty: 5207.719727
	Iteration 17Q: 3 clusters Score -2901997 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2902211.250000 Penalty: 5207.719727
	Iteration 18Q: 3 clusters Score -2902211 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2902380.750000 Penalty: 5207.719727
	Iteration 19Q: 3 clusters Score -2902381 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2902485.250000 Penalty: 5207.719727
	Iteration 20F: 3 clusters Score -2902485 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2902567.500000 Penalty: 5207.719727
	Iteration 21Q: 3 clusters Score -2902568 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2902620.250000 Penalty: 5207.719727
	Iteration 22Q: 3 clusters Score -2902620 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2902660.000000 Penalty: 5207.719727
	Iteration 23Q: 3 clusters Score -2902660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2902690.250000 Penalty: 5207.719727
	Iteration 24Q: 3 clusters Score -2902690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2902722.500000 Penalty: 5207.719727
	Iteration 25Q: 3 clusters Score -2902722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2902731.750000 Penalty: 5207.719727
	Iteration 26Q: 3 clusters Score -2902732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2902739.250000 Penalty: 5207.719727
	Iteration 27Q: 3 clusters Score -2902739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2902748.000000 Penalty: 5207.719727
	Iteration 28Q: 3 clusters Score -2902748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2902751.500000 Penalty: 5207.719727
	Iteration 29Q: 3 clusters Score -2902752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2902762.000000 Penalty: 5207.719727
	Iteration 30Q: 3 clusters Score -2902762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2902767.750000 Penalty: 5207.719727
	Iteration 31Q: 3 clusters Score -2902768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2902772.500000 Penalty: 5207.719727
	Iteration 32Q: 3 clusters Score -2902772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2902771.500000 Penalty: 5207.719727
	Iteration 33Q: 3 clusters Score -2902772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2902771.500000 Penalty: 5207.719727
	Iteration 34Q: 3 clusters Score -2902772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2902771.000000 Penalty: 5207.719727
	Iteration 35Q: 3 clusters Score -2902771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2902770.750000 Penalty: 5207.719727
	Iteration 36Q: 3 clusters Score -2902771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2902773.250000 Penalty: 5207.719727
	Iteration 37Q: 3 clusters Score -2902773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2902775.500000 Penalty: 5207.719727
	Iteration 38Q: 3 clusters Score -2902776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2902777.250000 Penalty: 5207.719727
	Iteration 39Q: 3 clusters Score -2902777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2902778.000000 Penalty: 5207.719727
	Iteration 40F: 3 clusters Score -2902778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (26970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Entering Unmasked Estep 
Score: -1757123.375000 Penalty: 2530.215088
	Iteration 0F: 2 clusters Score -1757123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1738539.625000 Penalty: 5060.430176
	Iteration 0F: 3 clusters Score -1738540 nChanged 12034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1745170.375000 Penalty: 5060.430176
	Iteration 1F: 3 clusters Score -1745170 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1745826.375000 Penalty: 5060.430176
	Iteration 2F: 3 clusters Score -1745826 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1746478.875000 Penalty: 5060.430176
	Iteration 3F: 3 clusters Score -1746479 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1747078.125000 Penalty: 5060.430176
	Iteration 4Q: 3 clusters Score -1747078 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1747708.875000 Penalty: 5060.430176
	Iteration 5Q: 3 clusters Score -1747709 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1748332.375000 Penalty: 5060.430176
	Iteration 6Q: 3 clusters Score -1748332 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1748949.625000 Penalty: 5060.430176
	Iteration 7Q: 3 clusters Score -1748950 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1749509.750000 Penalty: 5060.430176
	Iteration 8Q: 3 clusters Score -1749510 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1750189.500000 Penalty: 5060.430176
	Iteration 9Q: 3 clusters Score -1750190 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1750867.375000 Penalty: 5060.430176
	Iteration 10Q: 3 clusters Score -1750867 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1751538.625000 Penalty: 5060.430176
	Iteration 11Q: 3 clusters Score -1751539 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1752119.500000 Penalty: 5060.430176
	Iteration 12Q: 3 clusters Score -1752120 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1752606.250000 Penalty: 5060.430176
	Iteration 13Q: 3 clusters Score -1752606 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1752987.500000 Penalty: 5060.430176
	Iteration 14Q: 3 clusters Score -1752988 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1753313.500000 Penalty: 5060.430176
	Iteration 15Q: 3 clusters Score -1753314 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1753576.375000 Penalty: 5060.430176
	Iteration 16Q: 3 clusters Score -1753576 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1753817.750000 Penalty: 5060.430176
	Iteration 17Q: 3 clusters Score -1753818 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1754070.000000 Penalty: 5060.430176
	Iteration 18Q: 3 clusters Score -1754070 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1754258.375000 Penalty: 5060.430176
	Iteration 19Q: 3 clusters Score -1754258 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1754426.125000 Penalty: 5060.430176
	Iteration 20F: 3 clusters Score -1754426 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1754587.875000 Penalty: 5060.430176
	Iteration 21Q: 3 clusters Score -1754588 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1754763.250000 Penalty: 5060.430176
	Iteration 22Q: 3 clusters Score -1754763 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1754940.125000 Penalty: 5060.430176
	Iteration 23Q: 3 clusters Score -1754940 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1755112.875000 Penalty: 5060.430176
	Iteration 24Q: 3 clusters Score -1755113 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1755277.500000 Penalty: 5060.430176
	Iteration 25Q: 3 clusters Score -1755278 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1755434.375000 Penalty: 5060.430176
	Iteration 26Q: 3 clusters Score -1755434 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1755572.500000 Penalty: 5060.430176
	Iteration 27Q: 3 clusters Score -1755572 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1755682.875000 Penalty: 5060.430176
	Iteration 28Q: 3 clusters Score -1755683 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1755796.750000 Penalty: 5060.430176
	Iteration 29Q: 3 clusters Score -1755797 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1755863.250000 Penalty: 5060.430176
	Iteration 30Q: 3 clusters Score -1755863 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1755949.250000 Penalty: 5060.430176
	Iteration 31Q: 3 clusters Score -1755949 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1756010.625000 Penalty: 5060.430176
	Iteration 32Q: 3 clusters Score -1756011 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1756061.125000 Penalty: 5060.430176
	Iteration 33Q: 3 clusters Score -1756061 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1756091.375000 Penalty: 5060.430176
	Iteration 34Q: 3 clusters Score -1756091 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1756116.125000 Penalty: 5060.430176
	Iteration 35Q: 3 clusters Score -1756116 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1756146.125000 Penalty: 5060.430176
	Iteration 36Q: 3 clusters Score -1756146 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1756174.375000 Penalty: 5060.430176
	Iteration 37Q: 3 clusters Score -1756174 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1756198.000000 Penalty: 5060.430176
	Iteration 38Q: 3 clusters Score -1756198 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1756210.625000 Penalty: 5060.430176
	Iteration 39Q: 3 clusters Score -1756211 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1756218.000000 Penalty: 5060.430176
	Iteration 40F: 3 clusters Score -1756218 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1756228.500000 Penalty: 5060.430176
	Iteration 41Q: 3 clusters Score -1756228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1756236.500000 Penalty: 5060.430176
	Iteration 42Q: 3 clusters Score -1756236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1756247.500000 Penalty: 5060.430176
	Iteration 43Q: 3 clusters Score -1756248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1756257.750000 Penalty: 5060.430176
	Iteration 44Q: 3 clusters Score -1756258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1756264.625000 Penalty: 5060.430176
	Iteration 45Q: 3 clusters Score -1756265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1756266.500000 Penalty: 5060.430176
	Iteration 46Q: 3 clusters Score -1756266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1756264.750000 Penalty: 5060.430176
	Iteration 47Q: 3 clusters Score -1756265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1756268.250000 Penalty: 5060.430176
	Iteration 48Q: 3 clusters Score -1756268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1756275.000000 Penalty: 5060.430176
	Iteration 49Q: 3 clusters Score -1756275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1756273.875000 Penalty: 5060.430176
	Iteration 50Q: 3 clusters Score -1756274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1756278.000000 Penalty: 5060.430176
	Iteration 51Q: 3 clusters Score -1756278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1756275.250000 Penalty: 5060.430176
	Iteration 52Q: 3 clusters Score -1756275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1756276.000000 Penalty: 5060.430176
	Iteration 53Q: 3 clusters Score -1756276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1756279.750000 Penalty: 5060.430176
	Iteration 54Q: 3 clusters Score -1756280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1756279.625000 Penalty: 5060.430176
	Iteration 55Q: 3 clusters Score -1756280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1756277.000000 Penalty: 5060.430176
	Iteration 56Q: 3 clusters Score -1756277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1756278.750000 Penalty: 5060.430176
	Iteration 57Q: 3 clusters Score -1756279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1756278.500000 Penalty: 5060.430176
	Iteration 58Q: 3 clusters Score -1756278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1756278.500000 Penalty: 5060.430176
	Iteration 59F: 3 clusters Score -1756278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Entering Unmasked Estep 
Score: -220053.468750 Penalty: 1987.062866
	Iteration 0F: 2 clusters Score -220053.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -216766.906250 Penalty: 3974.125732
	Iteration 0F: 3 clusters Score -216766.9 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -217374.453125 Penalty: 3974.125732
	Iteration 1F: 3 clusters Score -217374.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -217518.484375 Penalty: 3974.125732
	Iteration 2F: 3 clusters Score -217518.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -217595.359375 Penalty: 3974.125732
	Iteration 3Q: 3 clusters Score -217595.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -217649.187500 Penalty: 3974.125732
	Iteration 4Q: 3 clusters Score -217649.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -217682.156250 Penalty: 3974.125732
	Iteration 5Q: 3 clusters Score -217682.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -217704.437500 Penalty: 3974.125732
	Iteration 6Q: 3 clusters Score -217704.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -217724.734375 Penalty: 3974.125732
	Iteration 7Q: 3 clusters Score -217724.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -217749.281250 Penalty: 3974.125732
	Iteration 8Q: 3 clusters Score -217749.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -217772.875000 Penalty: 3974.125732
	Iteration 9Q: 3 clusters Score -217772.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -217803.390625 Penalty: 3974.125732
	Iteration 10Q: 3 clusters Score -217803.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -217841.015625 Penalty: 3974.125732
	Iteration 11Q: 3 clusters Score -217841 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -217882.609375 Penalty: 3974.125732
	Iteration 12Q: 3 clusters Score -217882.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -217921.437500 Penalty: 3974.125732
	Iteration 13Q: 3 clusters Score -217921.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -217959.531250 Penalty: 3974.125732
	Iteration 14Q: 3 clusters Score -217959.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -217997.906250 Penalty: 3974.125732
	Iteration 15Q: 3 clusters Score -217997.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -218043.437500 Penalty: 3974.125732
	Iteration 16Q: 3 clusters Score -218043.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -218086.218750 Penalty: 3974.125732
	Iteration 17Q: 3 clusters Score -218086.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -218126.078125 Penalty: 3974.125732
	Iteration 18Q: 3 clusters Score -218126.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -218159.265625 Penalty: 3974.125732
	Iteration 19Q: 3 clusters Score -218159.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -218181.125000 Penalty: 3974.125732
	Iteration 20F: 3 clusters Score -218181.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -218203.296875 Penalty: 3974.125732
	Iteration 21Q: 3 clusters Score -218203.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -218224.703125 Penalty: 3974.125732
	Iteration 22Q: 3 clusters Score -218224.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -218248.687500 Penalty: 3974.125732
	Iteration 23Q: 3 clusters Score -218248.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -218269.734375 Penalty: 3974.125732
	Iteration 24Q: 3 clusters Score -218269.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -218293.937500 Penalty: 3974.125732
	Iteration 25Q: 3 clusters Score -218293.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -218320.390625 Penalty: 3974.125732
	Iteration 26Q: 3 clusters Score -218320.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -218341.562500 Penalty: 3974.125732
	Iteration 27Q: 3 clusters Score -218341.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -218355.921875 Penalty: 3974.125732
	Iteration 28Q: 3 clusters Score -218355.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -218367.859375 Penalty: 3974.125732
	Iteration 29Q: 3 clusters Score -218367.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -218377.140625 Penalty: 3974.125732
	Iteration 30Q: 3 clusters Score -218377.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -218388.593750 Penalty: 3974.125732
	Iteration 31Q: 3 clusters Score -218388.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -218399.593750 Penalty: 3974.125732
	Iteration 32Q: 3 clusters Score -218399.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -218409.312500 Penalty: 3974.125732
	Iteration 33Q: 3 clusters Score -218409.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -218412.734375 Penalty: 3974.125732
	Iteration 34Q: 3 clusters Score -218412.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -218415.828125 Penalty: 3974.125732
	Iteration 35Q: 3 clusters Score -218415.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -218419.484375 Penalty: 3974.125732
	Iteration 36Q: 3 clusters Score -218419.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -218421.625000 Penalty: 3974.125732
	Iteration 37Q: 3 clusters Score -218421.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -218422.296875 Penalty: 3974.125732
	Iteration 38Q: 3 clusters Score -218422.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -218423.531250 Penalty: 3974.125732
	Iteration 39Q: 3 clusters Score -218423.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -218425.515625 Penalty: 3974.125732
	Iteration 40F: 3 clusters Score -218425.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -218426.796875 Penalty: 3974.125732
	Iteration 41Q: 3 clusters Score -218426.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -218426.781250 Penalty: 3974.125732
	Iteration 42Q: 3 clusters Score -218426.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -218429.000000 Penalty: 3974.125732
	Iteration 43Q: 3 clusters Score -218429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -218431.125000 Penalty: 3974.125732
	Iteration 44Q: 3 clusters Score -218431.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -218434.203125 Penalty: 3974.125732
	Iteration 45Q: 3 clusters Score -218434.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -218435.156250 Penalty: 3974.125732
	Iteration 46Q: 3 clusters Score -218435.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -218437.406250 Penalty: 3974.125732
	Iteration 47Q: 3 clusters Score -218437.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -218442.031250 Penalty: 3974.125732
	Iteration 48Q: 3 clusters Score -218442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -218444.781250 Penalty: 3974.125732
	Iteration 49Q: 3 clusters Score -218444.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -218447.328125 Penalty: 3974.125732
	Iteration 50Q: 3 clusters Score -218447.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -218447.328125 Penalty: 3974.125732
	Iteration 51F: 3 clusters Score -218447.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Entering Unmasked Estep 
Score: -224696.390625 Penalty: 2005.658569
	Iteration 0F: 2 clusters Score -224696.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -221309.640625 Penalty: 4011.317139
	Iteration 0F: 3 clusters Score -221309.6 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -222148.078125 Penalty: 4011.317139
	Iteration 1F: 3 clusters Score -222148.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -222428.734375 Penalty: 4011.317139
	Iteration 2F: 3 clusters Score -222428.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -222718.296875 Penalty: 4011.317139
	Iteration 3F: 3 clusters Score -222718.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -222995.484375 Penalty: 4011.317139
	Iteration 4F: 3 clusters Score -222995.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -223286.796875 Penalty: 4011.317139
	Iteration 5F: 3 clusters Score -223286.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -223645.859375 Penalty: 4011.317139
	Iteration 6F: 3 clusters Score -223645.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -224148.203125 Penalty: 4011.317139
	Iteration 7F: 3 clusters Score -224148.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -224780.828125 Penalty: 4011.317139
	Iteration 8F: 3 clusters Score -224780.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -225219.687500 Penalty: 4011.317139
	Iteration 9Q: 3 clusters Score -225219.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -225409.984375 Penalty: 4011.317139
	Iteration 10Q: 3 clusters Score -225410 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -225515.421875 Penalty: 4011.317139
	Iteration 11Q: 3 clusters Score -225515.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -225568.843750 Penalty: 4011.317139
	Iteration 12Q: 3 clusters Score -225568.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -225591.437500 Penalty: 4011.317139
	Iteration 13Q: 3 clusters Score -225591.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -225605.359375 Penalty: 4011.317139
	Iteration 14Q: 3 clusters Score -225605.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -225614.750000 Penalty: 4011.317139
	Iteration 15Q: 3 clusters Score -225614.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -225620.515625 Penalty: 4011.317139
	Iteration 16Q: 3 clusters Score -225620.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -225621.296875 Penalty: 4011.317139
	Iteration 17Q: 3 clusters Score -225621.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -225624.265625 Penalty: 4011.317139
	Iteration 18Q: 3 clusters Score -225624.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -225626.250000 Penalty: 4011.317139
	Iteration 19Q: 3 clusters Score -225626.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -225626.250000 Penalty: 4011.317139
	Iteration 20F: 3 clusters Score -225626.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 79323 members 
Mstep: Class 3 contains 227697 members 
Mstep: Class 4 contains 3783 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 5340 members 
Mstep: Class 7 contains 4136 members 
Mstep: Class 8 contains 35582 members 
Mstep: Class 9 contains 319989 members 
Mstep: Class 10 contains 7204 members 
Mstep: Class 11 contains 12946 members 
Mstep: Class 12 contains 53315 members 
Mstep: Class 13 contains 4861 members 
Mstep: Class 14 contains 10195 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 206874 members 
Mstep: Class 19 contains 11522 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 37880 members 
Mstep: Class 22 contains 10483 members 
Mstep: Class 23 contains 14408 members 
Mstep: Class 24 contains 52294 members 
Mstep: Class 25 contains 8020 members 
Mstep: Class 26 contains 18169 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1477 members 
Mstep: Class 29 contains 27518 members 
Mstep: Class 30 contains 4192 members 
Mstep: Class 31 contains 3065 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 12172 members 
Mstep: Class 34 contains 6237 members 
Mstep: Class 35 contains 109458 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 36295 members 
Mstep: Class 38 contains 26970 members 
Mstep: Class 39 contains 3018 members 
Mstep: Class 40 contains 1776 members 
Mstep: Class 41 contains 8384 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2359 members 
Mstep: Class 44 contains 1027 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 11770 members 
Mstep: Class 47 contains 1477 members 
Entering Unmasked Estep 
Score: -102277744.000000 Penalty: 165088.125000
Splitting cluster 40 changes total score from -102277328.000000 to -102277744.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 41 (8384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Entering Unmasked Estep 
Score: -632134.312500 Penalty: 2240.451904
	Iteration 0F: 2 clusters Score -632134.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -625507.375000 Penalty: 4480.903809
	Iteration 0F: 3 clusters Score -625507.4 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -627334.937500 Penalty: 4480.903809
	Iteration 1F: 3 clusters Score -627334.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -627578.625000 Penalty: 4480.903809
	Iteration 2F: 3 clusters Score -627578.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -627753.062500 Penalty: 4480.903809
	Iteration 3Q: 3 clusters Score -627753.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -627867.750000 Penalty: 4480.903809
	Iteration 4Q: 3 clusters Score -627867.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -627960.000000 Penalty: 4480.903809
	Iteration 5Q: 3 clusters Score -627960 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -628043.812500 Penalty: 4480.903809
	Iteration 6Q: 3 clusters Score -628043.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -628120.000000 Penalty: 4480.903809
	Iteration 7Q: 3 clusters Score -628120 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -628195.875000 Penalty: 4480.903809
	Iteration 8Q: 3 clusters Score -628195.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -628285.375000 Penalty: 4480.903809
	Iteration 9Q: 3 clusters Score -628285.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -628379.687500 Penalty: 4480.903809
	Iteration 10Q: 3 clusters Score -628379.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -628483.687500 Penalty: 4480.903809
	Iteration 11Q: 3 clusters Score -628483.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -628593.687500 Penalty: 4480.903809
	Iteration 12Q: 3 clusters Score -628593.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -628715.750000 Penalty: 4480.903809
	Iteration 13Q: 3 clusters Score -628715.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -628895.750000 Penalty: 4480.903809
	Iteration 14Q: 3 clusters Score -628895.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -629077.250000 Penalty: 4480.903809
	Iteration 15Q: 3 clusters Score -629077.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -629268.562500 Penalty: 4480.903809
	Iteration 16Q: 3 clusters Score -629268.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -629444.125000 Penalty: 4480.903809
	Iteration 17Q: 3 clusters Score -629444.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -629587.750000 Penalty: 4480.903809
	Iteration 18Q: 3 clusters Score -629587.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -629709.937500 Penalty: 4480.903809
	Iteration 19Q: 3 clusters Score -629709.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -629806.562500 Penalty: 4480.903809
	Iteration 20F: 3 clusters Score -629806.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -629868.750000 Penalty: 4480.903809
	Iteration 21Q: 3 clusters Score -629868.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -629907.250000 Penalty: 4480.903809
	Iteration 22Q: 3 clusters Score -629907.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -629938.625000 Penalty: 4480.903809
	Iteration 23Q: 3 clusters Score -629938.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -629970.750000 Penalty: 4480.903809
	Iteration 24Q: 3 clusters Score -629970.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -630017.625000 Penalty: 4480.903809
	Iteration 25Q: 3 clusters Score -630017.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -630059.562500 Penalty: 4480.903809
	Iteration 26Q: 3 clusters Score -630059.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -630096.000000 Penalty: 4480.903809
	Iteration 27Q: 3 clusters Score -630096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -630131.875000 Penalty: 4480.903809
	Iteration 28Q: 3 clusters Score -630131.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -630160.125000 Penalty: 4480.903809
	Iteration 29Q: 3 clusters Score -630160.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -630187.125000 Penalty: 4480.903809
	Iteration 30Q: 3 clusters Score -630187.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -630217.625000 Penalty: 4480.903809
	Iteration 31Q: 3 clusters Score -630217.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -630241.187500 Penalty: 4480.903809
	Iteration 32Q: 3 clusters Score -630241.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -630260.750000 Penalty: 4480.903809
	Iteration 33Q: 3 clusters Score -630260.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -630280.437500 Penalty: 4480.903809
	Iteration 34Q: 3 clusters Score -630280.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -630293.312500 Penalty: 4480.903809
	Iteration 35Q: 3 clusters Score -630293.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -630304.937500 Penalty: 4480.903809
	Iteration 36Q: 3 clusters Score -630304.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -630317.812500 Penalty: 4480.903809
	Iteration 37Q: 3 clusters Score -630317.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -630324.437500 Penalty: 4480.903809
	Iteration 38Q: 3 clusters Score -630324.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -630331.562500 Penalty: 4480.903809
	Iteration 39Q: 3 clusters Score -630331.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -630334.250000 Penalty: 4480.903809
	Iteration 40F: 3 clusters Score -630334.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -630337.562500 Penalty: 4480.903809
	Iteration 41Q: 3 clusters Score -630337.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -630345.250000 Penalty: 4480.903809
	Iteration 42Q: 3 clusters Score -630345.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -630355.187500 Penalty: 4480.903809
	Iteration 43Q: 3 clusters Score -630355.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -630362.312500 Penalty: 4480.903809
	Iteration 44Q: 3 clusters Score -630362.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -630375.312500 Penalty: 4480.903809
	Iteration 45Q: 3 clusters Score -630375.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -630380.062500 Penalty: 4480.903809
	Iteration 46Q: 3 clusters Score -630380.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -630384.312500 Penalty: 4480.903809
	Iteration 47Q: 3 clusters Score -630384.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -630386.687500 Penalty: 4480.903809
	Iteration 48Q: 3 clusters Score -630386.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -630392.812500 Penalty: 4480.903809
	Iteration 49Q: 3 clusters Score -630392.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -630395.875000 Penalty: 4480.903809
	Iteration 50Q: 3 clusters Score -630395.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -630398.937500 Penalty: 4480.903809
	Iteration 51Q: 3 clusters Score -630398.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -630401.687500 Penalty: 4480.903809
	Iteration 52Q: 3 clusters Score -630401.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -630403.687500 Penalty: 4480.903809
	Iteration 53Q: 3 clusters Score -630403.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -630403.687500 Penalty: 4480.903809
	Iteration 54F: 3 clusters Score -630403.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -60397.101562 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -60397.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -58586.277344 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -58586.28 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -58834.847656 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -58834.85 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -58889.054688 Penalty: 3345.053223
	Iteration 2Q: 3 clusters Score -58889.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -58908.882812 Penalty: 3345.053223
	Iteration 3Q: 3 clusters Score -58908.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -58924.207031 Penalty: 3345.053223
	Iteration 4Q: 3 clusters Score -58924.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -58942.843750 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -58942.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -58952.460938 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -58952.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -58961.792969 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -58961.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -58972.062500 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -58972.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -58973.996094 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -58974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -58973.996094 Penalty: 3345.053223
	Iteration 10F: 3 clusters Score -58974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Entering Unmasked Estep 
Score: -160856.046875 Penalty: 1925.966309
	Iteration 0F: 2 clusters Score -160856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -158003.468750 Penalty: 3851.932617
	Iteration 0F: 3 clusters Score -158003.5 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -158603.671875 Penalty: 3851.932617
	Iteration 1F: 3 clusters Score -158603.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -158794.921875 Penalty: 3851.932617
	Iteration 2F: 3 clusters Score -158794.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -158949.218750 Penalty: 3851.932617
	Iteration 3F: 3 clusters Score -158949.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -159115.750000 Penalty: 3851.932617
	Iteration 4F: 3 clusters Score -159115.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -159256.531250 Penalty: 3851.932617
	Iteration 5Q: 3 clusters Score -159256.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -159389.937500 Penalty: 3851.932617
	Iteration 6Q: 3 clusters Score -159389.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -159509.859375 Penalty: 3851.932617
	Iteration 7Q: 3 clusters Score -159509.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -159640.390625 Penalty: 3851.932617
	Iteration 8Q: 3 clusters Score -159640.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -159753.078125 Penalty: 3851.932617
	Iteration 9Q: 3 clusters Score -159753.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -159883.687500 Penalty: 3851.932617
	Iteration 10Q: 3 clusters Score -159883.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -160123.156250 Penalty: 3851.932617
	Iteration 11Q: 3 clusters Score -160123.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -160490.359375 Penalty: 3851.932617
	Iteration 12Q: 3 clusters Score -160490.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -160700.937500 Penalty: 3851.932617
	Iteration 13Q: 3 clusters Score -160700.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -160742.718750 Penalty: 3851.932617
	Iteration 14Q: 3 clusters Score -160742.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -160760.765625 Penalty: 3851.932617
	Iteration 15Q: 3 clusters Score -160760.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -160775.921875 Penalty: 3851.932617
	Iteration 16Q: 3 clusters Score -160775.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -160788.781250 Penalty: 3851.932617
	Iteration 17Q: 3 clusters Score -160788.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -160811.015625 Penalty: 3851.932617
	Iteration 18Q: 3 clusters Score -160811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -160846.937500 Penalty: 3851.932617
	Iteration 19Q: 3 clusters Score -160846.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -160930.703125 Penalty: 3851.932617
	Iteration 20F: 3 clusters Score -160930.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -161124.687500 Penalty: 3851.932617
	Iteration 21Q: 3 clusters Score -161124.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -161448.140625 Penalty: 3851.932617
	Iteration 22Q: 3 clusters Score -161448.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -161545.328125 Penalty: 3851.932617
	Iteration 23Q: 3 clusters Score -161545.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -161563.171875 Penalty: 3851.932617
	Iteration 24Q: 3 clusters Score -161563.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -161582.828125 Penalty: 3851.932617
	Iteration 25Q: 3 clusters Score -161582.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -161615.218750 Penalty: 3851.932617
	Iteration 26Q: 3 clusters Score -161615.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -161646.390625 Penalty: 3851.932617
	Iteration 27Q: 3 clusters Score -161646.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -161661.187500 Penalty: 3851.932617
	Iteration 28Q: 3 clusters Score -161661.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -161666.265625 Penalty: 3851.932617
	Iteration 29Q: 3 clusters Score -161666.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -161675.578125 Penalty: 3851.932617
	Iteration 30Q: 3 clusters Score -161675.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -161685.281250 Penalty: 3851.932617
	Iteration 31Q: 3 clusters Score -161685.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -161699.031250 Penalty: 3851.932617
	Iteration 32Q: 3 clusters Score -161699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -161708.109375 Penalty: 3851.932617
	Iteration 33Q: 3 clusters Score -161708.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -161710.578125 Penalty: 3851.932617
	Iteration 34Q: 3 clusters Score -161710.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -161712.265625 Penalty: 3851.932617
	Iteration 35Q: 3 clusters Score -161712.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -161715.140625 Penalty: 3851.932617
	Iteration 36Q: 3 clusters Score -161715.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -161715.484375 Penalty: 3851.932617
	Iteration 37F: 3 clusters Score -161715.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -161716.625000 Penalty: 3851.932617
	Iteration 38Q: 3 clusters Score -161716.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -161716.625000 Penalty: 3851.932617
	Iteration 39F: 3 clusters Score -161716.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 79323 members 
Mstep: Class 3 contains 227697 members 
Mstep: Class 4 contains 3783 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 5340 members 
Mstep: Class 7 contains 4136 members 
Mstep: Class 8 contains 35582 members 
Mstep: Class 9 contains 319989 members 
Mstep: Class 10 contains 7204 members 
Mstep: Class 11 contains 12946 members 
Mstep: Class 12 contains 53315 members 
Mstep: Class 13 contains 4861 members 
Mstep: Class 14 contains 10195 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 206874 members 
Mstep: Class 19 contains 11522 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 37880 members 
Mstep: Class 22 contains 10483 members 
Mstep: Class 23 contains 14408 members 
Mstep: Class 24 contains 52294 members 
Mstep: Class 25 contains 8020 members 
Mstep: Class 26 contains 18169 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1477 members 
Mstep: Class 29 contains 27518 members 
Mstep: Class 30 contains 4192 members 
Mstep: Class 31 contains 3065 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 12172 members 
Mstep: Class 34 contains 6237 members 
Mstep: Class 35 contains 109458 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 36295 members 
Mstep: Class 38 contains 26970 members 
Mstep: Class 39 contains 3018 members 
Mstep: Class 40 contains 1776 members 
Mstep: Class 41 contains 8384 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 1426 members 
Mstep: Class 44 contains 1027 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 11770 members 
Mstep: Class 47 contains 1477 members 
Mstep: Class 48 contains 933 members 
Entering Unmasked Estep 
Score: -102277032.000000 Penalty: 168600.640625
Splitting cluster 43 changes total score from -102277328.000000 to -102277032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -50887.445312 Penalty: 1719.730469
	Iteration 0F: 2 clusters Score -50887.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -48979.929688 Penalty: 3439.460938
	Iteration 0F: 3 clusters Score -48979.93 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -49403.601562 Penalty: 3439.460938
	Iteration 1F: 3 clusters Score -49403.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -49512.535156 Penalty: 3439.460938
	Iteration 2F: 3 clusters Score -49512.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -49564.519531 Penalty: 3439.460938
	Iteration 3Q: 3 clusters Score -49564.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -49599.152344 Penalty: 3439.460938
	Iteration 4Q: 3 clusters Score -49599.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -49619.402344 Penalty: 3439.460938
	Iteration 5Q: 3 clusters Score -49619.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -49636.054688 Penalty: 3439.460938
	Iteration 6Q: 3 clusters Score -49636.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -49655.531250 Penalty: 3439.460938
	Iteration 7Q: 3 clusters Score -49655.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -49672.214844 Penalty: 3439.460938
	Iteration 8Q: 3 clusters Score -49672.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -49683.589844 Penalty: 3439.460938
	Iteration 9Q: 3 clusters Score -49683.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -49701.824219 Penalty: 3439.460938
	Iteration 10Q: 3 clusters Score -49701.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -49707.132812 Penalty: 3439.460938
	Iteration 11Q: 3 clusters Score -49707.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -49721.867188 Penalty: 3439.460938
	Iteration 12Q: 3 clusters Score -49721.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -49726.250000 Penalty: 3439.460938
	Iteration 13Q: 3 clusters Score -49726.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -49733.066406 Penalty: 3439.460938
	Iteration 14Q: 3 clusters Score -49733.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -49742.183594 Penalty: 3439.460938
	Iteration 15Q: 3 clusters Score -49742.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -49756.363281 Penalty: 3439.460938
	Iteration 16Q: 3 clusters Score -49756.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -49774.402344 Penalty: 3439.460938
	Iteration 17Q: 3 clusters Score -49774.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -49797.242188 Penalty: 3439.460938
	Iteration 18Q: 3 clusters Score -49797.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -49810.187500 Penalty: 3439.460938
	Iteration 19Q: 3 clusters Score -49810.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -49820.363281 Penalty: 3439.460938
	Iteration 20F: 3 clusters Score -49820.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -49835.109375 Penalty: 3439.460938
	Iteration 21Q: 3 clusters Score -49835.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -49838.742188 Penalty: 3439.460938
	Iteration 22Q: 3 clusters Score -49838.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -49843.449219 Penalty: 3439.460938
	Iteration 23Q: 3 clusters Score -49843.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -49849.300781 Penalty: 3439.460938
	Iteration 24Q: 3 clusters Score -49849.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -49851.625000 Penalty: 3439.460938
	Iteration 25Q: 3 clusters Score -49851.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -49853.019531 Penalty: 3439.460938
	Iteration 26Q: 3 clusters Score -49853.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -49863.035156 Penalty: 3439.460938
	Iteration 27Q: 3 clusters Score -49863.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -49864.683594 Penalty: 3439.460938
	Iteration 28Q: 3 clusters Score -49864.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -49864.683594 Penalty: 3439.460938
	Iteration 29F: 3 clusters Score -49864.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 79323 members 
Mstep: Class 3 contains 227697 members 
Mstep: Class 4 contains 3783 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 5340 members 
Mstep: Class 7 contains 4136 members 
Mstep: Class 8 contains 35582 members 
Mstep: Class 9 contains 319989 members 
Mstep: Class 10 contains 7204 members 
Mstep: Class 11 contains 12946 members 
Mstep: Class 12 contains 53315 members 
Mstep: Class 13 contains 4861 members 
Mstep: Class 14 contains 10195 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 206874 members 
Mstep: Class 19 contains 11522 members 
Mstep: Class 20 contains 816 members 
Mstep: Class 21 contains 37880 members 
Mstep: Class 22 contains 10483 members 
Mstep: Class 23 contains 14408 members 
Mstep: Class 24 contains 52294 members 
Mstep: Class 25 contains 8020 members 
Mstep: Class 26 contains 18169 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1477 members 
Mstep: Class 29 contains 27518 members 
Mstep: Class 30 contains 4192 members 
Mstep: Class 31 contains 3065 members 
Mstep: Class 32 contains 3798 members 
Mstep: Class 33 contains 12172 members 
Mstep: Class 34 contains 6237 members 
Mstep: Class 35 contains 109458 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 36295 members 
Mstep: Class 38 contains 26970 members 
Mstep: Class 39 contains 3018 members 
Mstep: Class 40 contains 1776 members 
Mstep: Class 41 contains 8384 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2359 members 
Mstep: Class 44 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102278928.000000 Penalty: 165088.125000
Iteration 119Q: 48 clusters Score -1.022789e+08 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 79309 members 
Mstep: Class 3 contains 227721 members 
Mstep: Class 4 contains 3786 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 5343 members 
Mstep: Class 7 contains 4043 members 
Mstep: Class 8 contains 35580 members 
Mstep: Class 9 contains 319904 members 
Mstep: Class 10 contains 7221 members 
Mstep: Class 11 contains 12944 members 
Mstep: Class 12 contains 53316 members 
Mstep: Class 13 contains 4863 members 
Mstep: Class 14 contains 10192 members 
Mstep: Class 15 contains 3851 members 
Mstep: Class 16 contains 2737 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 206873 members 
Mstep: Class 19 contains 11506 members 
Mstep: Class 20 contains 882 members 
Mstep: Class 21 contains 37843 members 
Mstep: Class 22 contains 10465 members 
Mstep: Class 23 contains 14404 members 
Mstep: Class 24 contains 52309 members 
Mstep: Class 25 contains 8018 members 
Mstep: Class 26 contains 18169 members 
Mstep: Class 27 contains 4997 members 
Mstep: Class 28 contains 1474 members 
Mstep: Class 29 contains 27515 members 
Mstep: Class 30 contains 4138 members 
Mstep: Class 31 contains 3034 members 
Mstep: Class 32 contains 3803 members 
Mstep: Class 33 contains 12198 members 
Mstep: Class 34 contains 6237 members 
Mstep: Class 35 contains 109856 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 36494 members 
Mstep: Class 38 contains 27000 members 
Mstep: Class 39 contains 3038 members 
Mstep: Class 40 contains 1755 members 
Mstep: Class 41 contains 8439 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2359 members 
Mstep: Class 44 contains 1028 members 
Mstep: Class 45 contains 2306 members 
Mstep: Class 46 contains 11334 members 
Mstep: Class 47 contains 1455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102279632.000000 Penalty: 165088.125000
Iteration 120F: 48 clusters Score -1.022796e+08 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 79275 members 
Mstep: Class 3 contains 227367 members 
Mstep: Class 4 contains 3788 members 
Mstep: Class 5 contains 2570 members 
Mstep: Class 6 contains 5353 members 
Mstep: Class 7 contains 4000 members 
Mstep: Class 8 contains 35568 members 
Mstep: Class 9 contains 319800 members 
Mstep: Class 10 contains 7239 members 
Mstep: Class 11 contains 12940 members 
Mstep: Class 12 contains 53323 members 
Mstep: Class 13 contains 4864 members 
Mstep: Class 14 contains 10187 members 
Mstep: Class 15 contains 3846 members 
Mstep: Class 16 contains 2737 members 
Mstep: Class 17 contains 7418 members 
Mstep: Class 18 contains 206872 members 
Mstep: Class 19 contains 11492 members 
Mstep: Class 20 contains 907 members 
Mstep: Class 21 contains 37822 members 
Mstep: Class 22 contains 10460 members 
Mstep: Class 23 contains 14397 members 
Mstep: Class 24 contains 52235 members 
Mstep: Class 25 contains 8014 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4997 members 
Mstep: Class 28 contains 1469 members 
Mstep: Class 29 contains 27509 members 
Mstep: Class 30 contains 4114 members 
Mstep: Class 31 contains 3022 members 
Mstep: Class 32 contains 3812 members 
Mstep: Class 33 contains 12212 members 
Mstep: Class 34 contains 6238 members 
Mstep: Class 35 contains 109822 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 36699 members 
Mstep: Class 38 contains 26985 members 
Mstep: Class 39 contains 3029 members 
Mstep: Class 40 contains 1754 members 
Mstep: Class 41 contains 8471 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2360 members 
Mstep: Class 44 contains 1012 members 
Mstep: Class 45 contains 2323 members 
Mstep: Class 46 contains 11791 members 
Mstep: Class 47 contains 1463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102279576.000000 Penalty: 165088.125000
Iteration 121Q: 48 clusters Score -1.022796e+08 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 79245 members 
Mstep: Class 3 contains 227118 members 
Mstep: Class 4 contains 3789 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 5357 members 
Mstep: Class 7 contains 3979 members 
Mstep: Class 8 contains 35551 members 
Mstep: Class 9 contains 319698 members 
Mstep: Class 10 contains 7262 members 
Mstep: Class 11 contains 12938 members 
Mstep: Class 12 contains 53328 members 
Mstep: Class 13 contains 4867 members 
Mstep: Class 14 contains 10188 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2738 members 
Mstep: Class 17 contains 7418 members 
Mstep: Class 18 contains 206867 members 
Mstep: Class 19 contains 11477 members 
Mstep: Class 20 contains 925 members 
Mstep: Class 21 contains 37811 members 
Mstep: Class 22 contains 10460 members 
Mstep: Class 23 contains 14396 members 
Mstep: Class 24 contains 52157 members 
Mstep: Class 25 contains 8008 members 
Mstep: Class 26 contains 18169 members 
Mstep: Class 27 contains 4997 members 
Mstep: Class 28 contains 1461 members 
Mstep: Class 29 contains 27492 members 
Mstep: Class 30 contains 4126 members 
Mstep: Class 31 contains 3015 members 
Mstep: Class 32 contains 3822 members 
Mstep: Class 33 contains 12217 members 
Mstep: Class 34 contains 6237 members 
Mstep: Class 35 contains 109788 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 36917 members 
Mstep: Class 38 contains 26981 members 
Mstep: Class 39 contains 3025 members 
Mstep: Class 40 contains 1762 members 
Mstep: Class 41 contains 8491 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2362 members 
Mstep: Class 44 contains 1011 members 
Mstep: Class 45 contains 2326 members 
Mstep: Class 46 contains 12080 members 
Mstep: Class 47 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102279544.000000 Penalty: 165088.125000
Iteration 122Q: 48 clusters Score -1.022795e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 79226 members 
Mstep: Class 3 contains 226870 members 
Mstep: Class 4 contains 3790 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 5356 members 
Mstep: Class 7 contains 3978 members 
Mstep: Class 8 contains 35553 members 
Mstep: Class 9 contains 319593 members 
Mstep: Class 10 contains 7276 members 
Mstep: Class 11 contains 12934 members 
Mstep: Class 12 contains 53320 members 
Mstep: Class 13 contains 4870 members 
Mstep: Class 14 contains 10186 members 
Mstep: Class 15 contains 3849 members 
Mstep: Class 16 contains 2735 members 
Mstep: Class 17 contains 7417 members 
Mstep: Class 18 contains 206869 members 
Mstep: Class 19 contains 11467 members 
Mstep: Class 20 contains 941 members 
Mstep: Class 21 contains 37817 members 
Mstep: Class 22 contains 10461 members 
Mstep: Class 23 contains 14394 members 
Mstep: Class 24 contains 52090 members 
Mstep: Class 25 contains 8004 members 
Mstep: Class 26 contains 18175 members 
Mstep: Class 27 contains 4997 members 
Mstep: Class 28 contains 1459 members 
Mstep: Class 29 contains 27480 members 
Mstep: Class 30 contains 4128 members 
Mstep: Class 31 contains 3009 members 
Mstep: Class 32 contains 3826 members 
Mstep: Class 33 contains 12228 members 
Mstep: Class 34 contains 6238 members 
Mstep: Class 35 contains 109741 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 37168 members 
Mstep: Class 38 contains 26987 members 
Mstep: Class 39 contains 3019 members 
Mstep: Class 40 contains 1762 members 
Mstep: Class 41 contains 8517 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2363 members 
Mstep: Class 44 contains 1012 members 
Mstep: Class 45 contains 2327 members 
Mstep: Class 46 contains 12277 members 
Mstep: Class 47 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102279856.000000 Penalty: 165088.125000
Iteration 123Q: 48 clusters Score -1.022799e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 79208 members 
Mstep: Class 3 contains 226655 members 
Mstep: Class 4 contains 3797 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 5354 members 
Mstep: Class 7 contains 3978 members 
Mstep: Class 8 contains 35552 members 
Mstep: Class 9 contains 319471 members 
Mstep: Class 10 contains 7292 members 
Mstep: Class 11 contains 12931 members 
Mstep: Class 12 contains 53328 members 
Mstep: Class 13 contains 4872 members 
Mstep: Class 14 contains 10190 members 
Mstep: Class 15 contains 3849 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 17 contains 7417 members 
Mstep: Class 18 contains 206871 members 
Mstep: Class 19 contains 11460 members 
Mstep: Class 20 contains 951 members 
Mstep: Class 21 contains 37811 members 
Mstep: Class 22 contains 10461 members 
Mstep: Class 23 contains 14395 members 
Mstep: Class 24 contains 52012 members 
Mstep: Class 25 contains 8000 members 
Mstep: Class 26 contains 18179 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1459 members 
Mstep: Class 29 contains 27471 members 
Mstep: Class 30 contains 4134 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 3830 members 
Mstep: Class 33 contains 12231 members 
Mstep: Class 34 contains 6240 members 
Mstep: Class 35 contains 109708 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 37408 members 
Mstep: Class 38 contains 26995 members 
Mstep: Class 39 contains 3014 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 8539 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2363 members 
Mstep: Class 44 contains 1013 members 
Mstep: Class 45 contains 2327 members 
Mstep: Class 46 contains 12456 members 
Mstep: Class 47 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102279960.000000 Penalty: 165088.125000
Iteration 124Q: 48 clusters Score -1.0228e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 79187 members 
Mstep: Class 3 contains 226492 members 
Mstep: Class 4 contains 3800 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 5350 members 
Mstep: Class 7 contains 3974 members 
Mstep: Class 8 contains 35549 members 
Mstep: Class 9 contains 319333 members 
Mstep: Class 10 contains 7296 members 
Mstep: Class 11 contains 12926 members 
Mstep: Class 12 contains 53335 members 
Mstep: Class 13 contains 4877 members 
Mstep: Class 14 contains 10189 members 
Mstep: Class 15 contains 3849 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 7417 members 
Mstep: Class 18 contains 206873 members 
Mstep: Class 19 contains 11451 members 
Mstep: Class 20 contains 958 members 
Mstep: Class 21 contains 37807 members 
Mstep: Class 22 contains 10465 members 
Mstep: Class 23 contains 14396 members 
Mstep: Class 24 contains 51931 members 
Mstep: Class 25 contains 8002 members 
Mstep: Class 26 contains 18182 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1459 members 
Mstep: Class 29 contains 27462 members 
Mstep: Class 30 contains 4142 members 
Mstep: Class 31 contains 2997 members 
Mstep: Class 32 contains 3834 members 
Mstep: Class 33 contains 12234 members 
Mstep: Class 34 contains 6238 members 
Mstep: Class 35 contains 109676 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 37666 members 
Mstep: Class 38 contains 27009 members 
Mstep: Class 39 contains 3011 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 8565 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2364 members 
Mstep: Class 44 contains 1015 members 
Mstep: Class 45 contains 2327 members 
Mstep: Class 46 contains 12599 members 
Mstep: Class 47 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102280200.000000 Penalty: 165088.125000
Iteration 125Q: 48 clusters Score -1.022802e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 79162 members 
Mstep: Class 3 contains 226372 members 
Mstep: Class 4 contains 3804 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 5347 members 
Mstep: Class 7 contains 3972 members 
Mstep: Class 8 contains 35547 members 
Mstep: Class 9 contains 319188 members 
Mstep: Class 10 contains 7300 members 
Mstep: Class 11 contains 12920 members 
Mstep: Class 12 contains 53353 members 
Mstep: Class 13 contains 4880 members 
Mstep: Class 14 contains 10189 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 17 contains 7417 members 
Mstep: Class 18 contains 206872 members 
Mstep: Class 19 contains 11439 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 37804 members 
Mstep: Class 22 contains 10468 members 
Mstep: Class 23 contains 14396 members 
Mstep: Class 24 contains 51857 members 
Mstep: Class 25 contains 8000 members 
Mstep: Class 26 contains 18184 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27449 members 
Mstep: Class 30 contains 4158 members 
Mstep: Class 31 contains 2995 members 
Mstep: Class 32 contains 3837 members 
Mstep: Class 33 contains 12233 members 
Mstep: Class 34 contains 6237 members 
Mstep: Class 35 contains 109647 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 37933 members 
Mstep: Class 38 contains 27014 members 
Mstep: Class 39 contains 3010 members 
Mstep: Class 40 contains 1764 members 
Mstep: Class 41 contains 8591 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1019 members 
Mstep: Class 45 contains 2327 members 
Mstep: Class 46 contains 12687 members 
Mstep: Class 47 contains 1430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102280296.000000 Penalty: 165088.125000
Iteration 126Q: 48 clusters Score -1.022803e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 79127 members 
Mstep: Class 3 contains 226281 members 
Mstep: Class 4 contains 3807 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 5340 members 
Mstep: Class 7 contains 3971 members 
Mstep: Class 8 contains 35554 members 
Mstep: Class 9 contains 318994 members 
Mstep: Class 10 contains 7309 members 
Mstep: Class 11 contains 12916 members 
Mstep: Class 12 contains 53359 members 
Mstep: Class 13 contains 4882 members 
Mstep: Class 14 contains 10186 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2717 members 
Mstep: Class 17 contains 7417 members 
Mstep: Class 18 contains 206870 members 
Mstep: Class 19 contains 11437 members 
Mstep: Class 20 contains 969 members 
Mstep: Class 21 contains 37802 members 
Mstep: Class 22 contains 10474 members 
Mstep: Class 23 contains 14396 members 
Mstep: Class 24 contains 51796 members 
Mstep: Class 25 contains 7995 members 
Mstep: Class 26 contains 18185 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27435 members 
Mstep: Class 30 contains 4176 members 
Mstep: Class 31 contains 2994 members 
Mstep: Class 32 contains 3841 members 
Mstep: Class 33 contains 12234 members 
Mstep: Class 34 contains 6235 members 
Mstep: Class 35 contains 109620 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 38245 members 
Mstep: Class 38 contains 27018 members 
Mstep: Class 39 contains 3010 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 8619 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1022 members 
Mstep: Class 45 contains 2326 members 
Mstep: Class 46 contains 12737 members 
Mstep: Class 47 contains 1426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102280608.000000 Penalty: 165088.125000
Iteration 127Q: 48 clusters Score -1.022806e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 79098 members 
Mstep: Class 3 contains 226189 members 
Mstep: Class 4 contains 3806 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 5337 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 35556 members 
Mstep: Class 9 contains 318807 members 
Mstep: Class 10 contains 7319 members 
Mstep: Class 11 contains 12910 members 
Mstep: Class 12 contains 53365 members 
Mstep: Class 13 contains 4885 members 
Mstep: Class 14 contains 10185 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2717 members 
Mstep: Class 17 contains 7417 members 
Mstep: Class 18 contains 206871 members 
Mstep: Class 19 contains 11438 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37797 members 
Mstep: Class 22 contains 10477 members 
Mstep: Class 23 contains 14396 members 
Mstep: Class 24 contains 51749 members 
Mstep: Class 25 contains 7994 members 
Mstep: Class 26 contains 18183 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27420 members 
Mstep: Class 30 contains 4187 members 
Mstep: Class 31 contains 2991 members 
Mstep: Class 32 contains 3848 members 
Mstep: Class 33 contains 12235 members 
Mstep: Class 34 contains 6232 members 
Mstep: Class 35 contains 109596 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 38529 members 
Mstep: Class 38 contains 27029 members 
Mstep: Class 39 contains 3010 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 8644 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1026 members 
Mstep: Class 45 contains 2326 members 
Mstep: Class 46 contains 12788 members 
Mstep: Class 47 contains 1424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102280608.000000 Penalty: 165088.125000
Iteration 128Q: 48 clusters Score -1.022806e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 79073 members 
Mstep: Class 3 contains 226110 members 
Mstep: Class 4 contains 3804 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 5332 members 
Mstep: Class 7 contains 3966 members 
Mstep: Class 8 contains 35556 members 
Mstep: Class 9 contains 318589 members 
Mstep: Class 10 contains 7330 members 
Mstep: Class 11 contains 12908 members 
Mstep: Class 12 contains 53377 members 
Mstep: Class 13 contains 4887 members 
Mstep: Class 14 contains 10183 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 7417 members 
Mstep: Class 18 contains 206872 members 
Mstep: Class 19 contains 11437 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37801 members 
Mstep: Class 22 contains 10483 members 
Mstep: Class 23 contains 14395 members 
Mstep: Class 24 contains 51706 members 
Mstep: Class 25 contains 7989 members 
Mstep: Class 26 contains 18183 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27400 members 
Mstep: Class 30 contains 4198 members 
Mstep: Class 31 contains 2991 members 
Mstep: Class 32 contains 3852 members 
Mstep: Class 33 contains 12236 members 
Mstep: Class 34 contains 6229 members 
Mstep: Class 35 contains 109581 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 38829 members 
Mstep: Class 38 contains 27049 members 
Mstep: Class 39 contains 3009 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 8665 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2326 members 
Mstep: Class 46 contains 12819 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102280736.000000 Penalty: 165088.125000
Iteration 129Q: 48 clusters Score -1.022807e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 79048 members 
Mstep: Class 3 contains 226037 members 
Mstep: Class 4 contains 3805 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 3963 members 
Mstep: Class 8 contains 35550 members 
Mstep: Class 9 contains 318384 members 
Mstep: Class 10 contains 7340 members 
Mstep: Class 11 contains 12909 members 
Mstep: Class 12 contains 53378 members 
Mstep: Class 13 contains 4891 members 
Mstep: Class 14 contains 10180 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2711 members 
Mstep: Class 17 contains 7417 members 
Mstep: Class 18 contains 206870 members 
Mstep: Class 19 contains 11437 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37805 members 
Mstep: Class 22 contains 10489 members 
Mstep: Class 23 contains 14393 members 
Mstep: Class 24 contains 51665 members 
Mstep: Class 25 contains 7988 members 
Mstep: Class 26 contains 18186 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27390 members 
Mstep: Class 30 contains 4207 members 
Mstep: Class 31 contains 2990 members 
Mstep: Class 32 contains 3854 members 
Mstep: Class 33 contains 12236 members 
Mstep: Class 34 contains 6228 members 
Mstep: Class 35 contains 109562 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 39124 members 
Mstep: Class 38 contains 27070 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 8684 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1030 members 
Mstep: Class 45 contains 2326 members 
Mstep: Class 46 contains 12846 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102280832.000000 Penalty: 165088.125000
Iteration 130Q: 48 clusters Score -1.022808e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 79027 members 
Mstep: Class 3 contains 226004 members 
Mstep: Class 4 contains 3806 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 5323 members 
Mstep: Class 7 contains 3963 members 
Mstep: Class 8 contains 35546 members 
Mstep: Class 9 contains 318152 members 
Mstep: Class 10 contains 7353 members 
Mstep: Class 11 contains 12906 members 
Mstep: Class 12 contains 53381 members 
Mstep: Class 13 contains 4891 members 
Mstep: Class 14 contains 10177 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 7418 members 
Mstep: Class 18 contains 206868 members 
Mstep: Class 19 contains 11432 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37805 members 
Mstep: Class 22 contains 10490 members 
Mstep: Class 23 contains 14392 members 
Mstep: Class 24 contains 51627 members 
Mstep: Class 25 contains 7991 members 
Mstep: Class 26 contains 18190 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27374 members 
Mstep: Class 30 contains 4214 members 
Mstep: Class 31 contains 2991 members 
Mstep: Class 32 contains 3854 members 
Mstep: Class 33 contains 12237 members 
Mstep: Class 34 contains 6226 members 
Mstep: Class 35 contains 109546 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 39426 members 
Mstep: Class 38 contains 27095 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 8702 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2326 members 
Mstep: Class 46 contains 12849 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102280936.000000 Penalty: 165088.125000
Iteration 131Q: 48 clusters Score -1.022809e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 79002 members 
Mstep: Class 3 contains 225984 members 
Mstep: Class 4 contains 3808 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 5322 members 
Mstep: Class 7 contains 3963 members 
Mstep: Class 8 contains 35544 members 
Mstep: Class 9 contains 317886 members 
Mstep: Class 10 contains 7366 members 
Mstep: Class 11 contains 12906 members 
Mstep: Class 12 contains 53389 members 
Mstep: Class 13 contains 4891 members 
Mstep: Class 14 contains 10174 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 7418 members 
Mstep: Class 18 contains 206869 members 
Mstep: Class 19 contains 11422 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37813 members 
Mstep: Class 22 contains 10490 members 
Mstep: Class 23 contains 14391 members 
Mstep: Class 24 contains 51585 members 
Mstep: Class 25 contains 7993 members 
Mstep: Class 26 contains 18191 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27358 members 
Mstep: Class 30 contains 4220 members 
Mstep: Class 31 contains 2991 members 
Mstep: Class 32 contains 3858 members 
Mstep: Class 33 contains 12239 members 
Mstep: Class 34 contains 6231 members 
Mstep: Class 35 contains 109523 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 39754 members 
Mstep: Class 38 contains 27114 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 8713 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2326 members 
Mstep: Class 46 contains 12849 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102281048.000000 Penalty: 165088.125000
Iteration 132Q: 48 clusters Score -1.02281e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 78969 members 
Mstep: Class 3 contains 225942 members 
Mstep: Class 4 contains 3810 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 5323 members 
Mstep: Class 7 contains 3964 members 
Mstep: Class 8 contains 35543 members 
Mstep: Class 9 contains 317649 members 
Mstep: Class 10 contains 7375 members 
Mstep: Class 11 contains 12905 members 
Mstep: Class 12 contains 53403 members 
Mstep: Class 13 contains 4892 members 
Mstep: Class 14 contains 10172 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7418 members 
Mstep: Class 18 contains 206864 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37808 members 
Mstep: Class 22 contains 10491 members 
Mstep: Class 23 contains 14387 members 
Mstep: Class 24 contains 51555 members 
Mstep: Class 25 contains 7992 members 
Mstep: Class 26 contains 18192 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27356 members 
Mstep: Class 30 contains 4227 members 
Mstep: Class 31 contains 2991 members 
Mstep: Class 32 contains 3863 members 
Mstep: Class 33 contains 12239 members 
Mstep: Class 34 contains 6232 members 
Mstep: Class 35 contains 109505 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 40059 members 
Mstep: Class 38 contains 27137 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 8734 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2326 members 
Mstep: Class 46 contains 12848 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102281176.000000 Penalty: 165088.125000
Iteration 133Q: 48 clusters Score -1.022812e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 78945 members 
Mstep: Class 3 contains 225897 members 
Mstep: Class 4 contains 3812 members 
Mstep: Class 5 contains 2570 members 
Mstep: Class 6 contains 5320 members 
Mstep: Class 7 contains 3963 members 
Mstep: Class 8 contains 35539 members 
Mstep: Class 9 contains 317379 members 
Mstep: Class 10 contains 7383 members 
Mstep: Class 11 contains 12904 members 
Mstep: Class 12 contains 53417 members 
Mstep: Class 13 contains 4898 members 
Mstep: Class 14 contains 10173 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2702 members 
Mstep: Class 17 contains 7418 members 
Mstep: Class 18 contains 206866 members 
Mstep: Class 19 contains 11408 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37805 members 
Mstep: Class 22 contains 10491 members 
Mstep: Class 23 contains 14385 members 
Mstep: Class 24 contains 51516 members 
Mstep: Class 25 contains 7996 members 
Mstep: Class 26 contains 18192 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27354 members 
Mstep: Class 30 contains 4236 members 
Mstep: Class 31 contains 2992 members 
Mstep: Class 32 contains 3863 members 
Mstep: Class 33 contains 12242 members 
Mstep: Class 34 contains 6230 members 
Mstep: Class 35 contains 109500 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 40375 members 
Mstep: Class 38 contains 27156 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 8757 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2326 members 
Mstep: Class 46 contains 12848 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102281024.000000 Penalty: 165088.125000
Iteration 134Q: 48 clusters Score -1.02281e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 78934 members 
Mstep: Class 3 contains 225868 members 
Mstep: Class 4 contains 3815 members 
Mstep: Class 5 contains 2571 members 
Mstep: Class 6 contains 5315 members 
Mstep: Class 7 contains 3962 members 
Mstep: Class 8 contains 35528 members 
Mstep: Class 9 contains 317104 members 
Mstep: Class 10 contains 7389 members 
Mstep: Class 11 contains 12900 members 
Mstep: Class 12 contains 53429 members 
Mstep: Class 13 contains 4910 members 
Mstep: Class 14 contains 10173 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2699 members 
Mstep: Class 17 contains 7418 members 
Mstep: Class 18 contains 206861 members 
Mstep: Class 19 contains 11408 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37804 members 
Mstep: Class 22 contains 10491 members 
Mstep: Class 23 contains 14383 members 
Mstep: Class 24 contains 51483 members 
Mstep: Class 25 contains 8001 members 
Mstep: Class 26 contains 18196 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27350 members 
Mstep: Class 30 contains 4241 members 
Mstep: Class 31 contains 2992 members 
Mstep: Class 32 contains 3863 members 
Mstep: Class 33 contains 12243 members 
Mstep: Class 34 contains 6229 members 
Mstep: Class 35 contains 109479 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 40683 members 
Mstep: Class 38 contains 27170 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 8782 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2326 members 
Mstep: Class 46 contains 12858 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102281152.000000 Penalty: 165088.125000
Iteration 135Q: 48 clusters Score -1.022812e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 78923 members 
Mstep: Class 3 contains 225819 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 2571 members 
Mstep: Class 6 contains 5312 members 
Mstep: Class 7 contains 3961 members 
Mstep: Class 8 contains 35521 members 
Mstep: Class 9 contains 316818 members 
Mstep: Class 10 contains 7401 members 
Mstep: Class 11 contains 12898 members 
Mstep: Class 12 contains 53430 members 
Mstep: Class 13 contains 4917 members 
Mstep: Class 14 contains 10172 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2693 members 
Mstep: Class 17 contains 7418 members 
Mstep: Class 18 contains 206858 members 
Mstep: Class 19 contains 11406 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37794 members 
Mstep: Class 22 contains 10491 members 
Mstep: Class 23 contains 14384 members 
Mstep: Class 24 contains 51464 members 
Mstep: Class 25 contains 8003 members 
Mstep: Class 26 contains 18201 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27351 members 
Mstep: Class 30 contains 4246 members 
Mstep: Class 31 contains 2992 members 
Mstep: Class 32 contains 3862 members 
Mstep: Class 33 contains 12243 members 
Mstep: Class 34 contains 6230 members 
Mstep: Class 35 contains 109460 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 41033 members 
Mstep: Class 38 contains 27176 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 8804 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2326 members 
Mstep: Class 46 contains 12861 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102281288.000000 Penalty: 165088.125000
Iteration 136Q: 48 clusters Score -1.022813e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 78907 members 
Mstep: Class 3 contains 225765 members 
Mstep: Class 4 contains 3819 members 
Mstep: Class 5 contains 2572 members 
Mstep: Class 6 contains 5311 members 
Mstep: Class 7 contains 3962 members 
Mstep: Class 8 contains 35515 members 
Mstep: Class 9 contains 316526 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 12893 members 
Mstep: Class 12 contains 53441 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10172 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2689 members 
Mstep: Class 17 contains 7418 members 
Mstep: Class 18 contains 206858 members 
Mstep: Class 19 contains 11404 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37787 members 
Mstep: Class 22 contains 10487 members 
Mstep: Class 23 contains 14386 members 
Mstep: Class 24 contains 51442 members 
Mstep: Class 25 contains 8004 members 
Mstep: Class 26 contains 18203 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27346 members 
Mstep: Class 30 contains 4253 members 
Mstep: Class 31 contains 2992 members 
Mstep: Class 32 contains 3862 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 6228 members 
Mstep: Class 35 contains 109445 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 41386 members 
Mstep: Class 38 contains 27182 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 8829 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2326 members 
Mstep: Class 46 contains 12865 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102281560.000000 Penalty: 165088.125000
Iteration 137Q: 48 clusters Score -1.022816e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 78894 members 
Mstep: Class 3 contains 225725 members 
Mstep: Class 4 contains 3821 members 
Mstep: Class 5 contains 2572 members 
Mstep: Class 6 contains 5309 members 
Mstep: Class 7 contains 3964 members 
Mstep: Class 8 contains 35513 members 
Mstep: Class 9 contains 316200 members 
Mstep: Class 10 contains 7424 members 
Mstep: Class 11 contains 12890 members 
Mstep: Class 12 contains 53441 members 
Mstep: Class 13 contains 4926 members 
Mstep: Class 14 contains 10171 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2688 members 
Mstep: Class 17 contains 7419 members 
Mstep: Class 18 contains 206853 members 
Mstep: Class 19 contains 11398 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37791 members 
Mstep: Class 22 contains 10485 members 
Mstep: Class 23 contains 14389 members 
Mstep: Class 24 contains 51413 members 
Mstep: Class 25 contains 8004 members 
Mstep: Class 26 contains 18206 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27343 members 
Mstep: Class 30 contains 4259 members 
Mstep: Class 31 contains 2992 members 
Mstep: Class 32 contains 3861 members 
Mstep: Class 33 contains 12245 members 
Mstep: Class 34 contains 6226 members 
Mstep: Class 35 contains 109430 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 41757 members 
Mstep: Class 38 contains 27200 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 8851 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2326 members 
Mstep: Class 46 contains 12871 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102281480.000000 Penalty: 165088.125000
Iteration 138Q: 48 clusters Score -1.022815e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 78874 members 
Mstep: Class 3 contains 225667 members 
Mstep: Class 4 contains 3823 members 
Mstep: Class 5 contains 2572 members 
Mstep: Class 6 contains 5309 members 
Mstep: Class 7 contains 3965 members 
Mstep: Class 8 contains 35515 members 
Mstep: Class 9 contains 315873 members 
Mstep: Class 10 contains 7435 members 
Mstep: Class 11 contains 12883 members 
Mstep: Class 12 contains 53452 members 
Mstep: Class 13 contains 4926 members 
Mstep: Class 14 contains 10167 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2688 members 
Mstep: Class 17 contains 7419 members 
Mstep: Class 18 contains 206850 members 
Mstep: Class 19 contains 11397 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37788 members 
Mstep: Class 22 contains 10491 members 
Mstep: Class 23 contains 14387 members 
Mstep: Class 24 contains 51381 members 
Mstep: Class 25 contains 8004 members 
Mstep: Class 26 contains 18208 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27333 members 
Mstep: Class 30 contains 4270 members 
Mstep: Class 31 contains 2992 members 
Mstep: Class 32 contains 3865 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 6225 members 
Mstep: Class 35 contains 109404 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 42161 members 
Mstep: Class 38 contains 27214 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 8876 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2326 members 
Mstep: Class 46 contains 12873 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102281672.000000 Penalty: 165088.125000
Iteration 139Q: 48 clusters Score -1.022817e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 78862 members 
Mstep: Class 3 contains 225591 members 
Mstep: Class 4 contains 3826 members 
Mstep: Class 5 contains 2573 members 
Mstep: Class 6 contains 5306 members 
Mstep: Class 7 contains 3967 members 
Mstep: Class 8 contains 35521 members 
Mstep: Class 9 contains 315544 members 
Mstep: Class 10 contains 7439 members 
Mstep: Class 11 contains 12878 members 
Mstep: Class 12 contains 53457 members 
Mstep: Class 13 contains 4928 members 
Mstep: Class 14 contains 10165 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2688 members 
Mstep: Class 17 contains 7418 members 
Mstep: Class 18 contains 206850 members 
Mstep: Class 19 contains 11400 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37784 members 
Mstep: Class 22 contains 10490 members 
Mstep: Class 23 contains 14386 members 
Mstep: Class 24 contains 51346 members 
Mstep: Class 25 contains 8006 members 
Mstep: Class 26 contains 18206 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27323 members 
Mstep: Class 30 contains 4278 members 
Mstep: Class 31 contains 2992 members 
Mstep: Class 32 contains 3869 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 6230 members 
Mstep: Class 35 contains 109382 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 42544 members 
Mstep: Class 38 contains 27256 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 8906 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12877 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102281792.000000 Penalty: 165088.125000
Iteration 140F: 48 clusters Score -1.022818e+08 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 78848 members 
Mstep: Class 3 contains 225511 members 
Mstep: Class 4 contains 3827 members 
Mstep: Class 5 contains 2574 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 3966 members 
Mstep: Class 8 contains 35523 members 
Mstep: Class 9 contains 315181 members 
Mstep: Class 10 contains 7443 members 
Mstep: Class 11 contains 12874 members 
Mstep: Class 12 contains 53464 members 
Mstep: Class 13 contains 4927 members 
Mstep: Class 14 contains 10165 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 7417 members 
Mstep: Class 18 contains 206846 members 
Mstep: Class 19 contains 11395 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37782 members 
Mstep: Class 22 contains 10490 members 
Mstep: Class 23 contains 14385 members 
Mstep: Class 24 contains 51310 members 
Mstep: Class 25 contains 8006 members 
Mstep: Class 26 contains 18208 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27312 members 
Mstep: Class 30 contains 4283 members 
Mstep: Class 31 contains 2993 members 
Mstep: Class 32 contains 3870 members 
Mstep: Class 33 contains 12245 members 
Mstep: Class 34 contains 6236 members 
Mstep: Class 35 contains 109351 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 42982 members 
Mstep: Class 38 contains 27304 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 8935 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12887 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102281792.000000 Penalty: 165088.125000
Iteration 141Q: 48 clusters Score -1.022818e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 78842 members 
Mstep: Class 3 contains 225423 members 
Mstep: Class 4 contains 3829 members 
Mstep: Class 5 contains 2575 members 
Mstep: Class 6 contains 5306 members 
Mstep: Class 7 contains 3967 members 
Mstep: Class 8 contains 35520 members 
Mstep: Class 9 contains 314830 members 
Mstep: Class 10 contains 7446 members 
Mstep: Class 11 contains 12868 members 
Mstep: Class 12 contains 53472 members 
Mstep: Class 13 contains 4931 members 
Mstep: Class 14 contains 10166 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 7418 members 
Mstep: Class 18 contains 206838 members 
Mstep: Class 19 contains 11395 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37769 members 
Mstep: Class 22 contains 10489 members 
Mstep: Class 23 contains 14385 members 
Mstep: Class 24 contains 51270 members 
Mstep: Class 25 contains 8011 members 
Mstep: Class 26 contains 18215 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27307 members 
Mstep: Class 30 contains 4288 members 
Mstep: Class 31 contains 2993 members 
Mstep: Class 32 contains 3874 members 
Mstep: Class 33 contains 12245 members 
Mstep: Class 34 contains 6239 members 
Mstep: Class 35 contains 109314 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 43433 members 
Mstep: Class 38 contains 27331 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 8964 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12892 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102281608.000000 Penalty: 165088.125000
Iteration 142Q: 48 clusters Score -1.022816e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 78832 members 
Mstep: Class 3 contains 225333 members 
Mstep: Class 4 contains 3829 members 
Mstep: Class 5 contains 2576 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 3964 members 
Mstep: Class 8 contains 35531 members 
Mstep: Class 9 contains 314474 members 
Mstep: Class 10 contains 7446 members 
Mstep: Class 11 contains 12865 members 
Mstep: Class 12 contains 53471 members 
Mstep: Class 13 contains 4934 members 
Mstep: Class 14 contains 10165 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2686 members 
Mstep: Class 17 contains 7419 members 
Mstep: Class 18 contains 206833 members 
Mstep: Class 19 contains 11394 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37758 members 
Mstep: Class 22 contains 10489 members 
Mstep: Class 23 contains 14386 members 
Mstep: Class 24 contains 51232 members 
Mstep: Class 25 contains 8016 members 
Mstep: Class 26 contains 18224 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27298 members 
Mstep: Class 30 contains 4294 members 
Mstep: Class 31 contains 2993 members 
Mstep: Class 32 contains 3876 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 6244 members 
Mstep: Class 35 contains 109265 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 43894 members 
Mstep: Class 38 contains 27371 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 8991 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12899 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102281736.000000 Penalty: 165088.125000
Iteration 143Q: 48 clusters Score -1.022817e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 78816 members 
Mstep: Class 3 contains 225258 members 
Mstep: Class 4 contains 3828 members 
Mstep: Class 5 contains 2576 members 
Mstep: Class 6 contains 5308 members 
Mstep: Class 7 contains 3964 members 
Mstep: Class 8 contains 35536 members 
Mstep: Class 9 contains 314118 members 
Mstep: Class 10 contains 7443 members 
Mstep: Class 11 contains 12856 members 
Mstep: Class 12 contains 53481 members 
Mstep: Class 13 contains 4936 members 
Mstep: Class 14 contains 10164 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2686 members 
Mstep: Class 17 contains 7419 members 
Mstep: Class 18 contains 206830 members 
Mstep: Class 19 contains 11392 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37748 members 
Mstep: Class 22 contains 10486 members 
Mstep: Class 23 contains 14388 members 
Mstep: Class 24 contains 51191 members 
Mstep: Class 25 contains 8019 members 
Mstep: Class 26 contains 18230 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27290 members 
Mstep: Class 30 contains 4301 members 
Mstep: Class 31 contains 2993 members 
Mstep: Class 32 contains 3878 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 6243 members 
Mstep: Class 35 contains 109225 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 44362 members 
Mstep: Class 38 contains 27407 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9015 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12900 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102282064.000000 Penalty: 165088.125000
Iteration 144Q: 48 clusters Score -1.022821e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 78792 members 
Mstep: Class 3 contains 225187 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 2576 members 
Mstep: Class 6 contains 5310 members 
Mstep: Class 7 contains 3962 members 
Mstep: Class 8 contains 35534 members 
Mstep: Class 9 contains 313731 members 
Mstep: Class 10 contains 7444 members 
Mstep: Class 11 contains 12852 members 
Mstep: Class 12 contains 53494 members 
Mstep: Class 13 contains 4938 members 
Mstep: Class 14 contains 10162 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2682 members 
Mstep: Class 17 contains 7418 members 
Mstep: Class 18 contains 206827 members 
Mstep: Class 19 contains 11388 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37747 members 
Mstep: Class 22 contains 10488 members 
Mstep: Class 23 contains 14389 members 
Mstep: Class 24 contains 51141 members 
Mstep: Class 25 contains 8023 members 
Mstep: Class 26 contains 18231 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27290 members 
Mstep: Class 30 contains 4306 members 
Mstep: Class 31 contains 2993 members 
Mstep: Class 32 contains 3881 members 
Mstep: Class 33 contains 12245 members 
Mstep: Class 34 contains 6240 members 
Mstep: Class 35 contains 109177 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 44874 members 
Mstep: Class 38 contains 27439 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9042 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12897 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102281640.000000 Penalty: 165088.125000
Iteration 145Q: 48 clusters Score -1.022816e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 78764 members 
Mstep: Class 3 contains 225128 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 2576 members 
Mstep: Class 6 contains 5310 members 
Mstep: Class 7 contains 3960 members 
Mstep: Class 8 contains 35535 members 
Mstep: Class 9 contains 313326 members 
Mstep: Class 10 contains 7445 members 
Mstep: Class 11 contains 12853 members 
Mstep: Class 12 contains 53498 members 
Mstep: Class 13 contains 4942 members 
Mstep: Class 14 contains 10163 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2682 members 
Mstep: Class 17 contains 7418 members 
Mstep: Class 18 contains 206825 members 
Mstep: Class 19 contains 11384 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37740 members 
Mstep: Class 22 contains 10488 members 
Mstep: Class 23 contains 14389 members 
Mstep: Class 24 contains 51093 members 
Mstep: Class 25 contains 8030 members 
Mstep: Class 26 contains 18232 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27283 members 
Mstep: Class 30 contains 4308 members 
Mstep: Class 31 contains 2993 members 
Mstep: Class 32 contains 3885 members 
Mstep: Class 33 contains 12245 members 
Mstep: Class 34 contains 6241 members 
Mstep: Class 35 contains 109127 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 45396 members 
Mstep: Class 38 contains 27478 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9067 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12896 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102281744.000000 Penalty: 165088.125000
Iteration 146Q: 48 clusters Score -1.022817e+08 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 78732 members 
Mstep: Class 3 contains 225052 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 2577 members 
Mstep: Class 6 contains 5311 members 
Mstep: Class 7 contains 3962 members 
Mstep: Class 8 contains 35533 members 
Mstep: Class 9 contains 312887 members 
Mstep: Class 10 contains 7443 members 
Mstep: Class 11 contains 12850 members 
Mstep: Class 12 contains 53507 members 
Mstep: Class 13 contains 4947 members 
Mstep: Class 14 contains 10164 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2682 members 
Mstep: Class 17 contains 7418 members 
Mstep: Class 18 contains 206821 members 
Mstep: Class 19 contains 11378 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37737 members 
Mstep: Class 22 contains 10489 members 
Mstep: Class 23 contains 14392 members 
Mstep: Class 24 contains 51070 members 
Mstep: Class 25 contains 8033 members 
Mstep: Class 26 contains 18235 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27277 members 
Mstep: Class 30 contains 4315 members 
Mstep: Class 31 contains 2993 members 
Mstep: Class 32 contains 3893 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 6242 members 
Mstep: Class 35 contains 109089 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 45915 members 
Mstep: Class 38 contains 27530 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9087 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12895 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102281904.000000 Penalty: 165088.125000
Iteration 147Q: 48 clusters Score -1.022819e+08 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 78711 members 
Mstep: Class 3 contains 224970 members 
Mstep: Class 4 contains 3833 members 
Mstep: Class 5 contains 2577 members 
Mstep: Class 6 contains 5314 members 
Mstep: Class 7 contains 3962 members 
Mstep: Class 8 contains 35538 members 
Mstep: Class 9 contains 312397 members 
Mstep: Class 10 contains 7444 members 
Mstep: Class 11 contains 12852 members 
Mstep: Class 12 contains 53508 members 
Mstep: Class 13 contains 4947 members 
Mstep: Class 14 contains 10162 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2679 members 
Mstep: Class 17 contains 7417 members 
Mstep: Class 18 contains 206821 members 
Mstep: Class 19 contains 11384 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37727 members 
Mstep: Class 22 contains 10490 members 
Mstep: Class 23 contains 14393 members 
Mstep: Class 24 contains 51036 members 
Mstep: Class 25 contains 8034 members 
Mstep: Class 26 contains 18236 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27273 members 
Mstep: Class 30 contains 4322 members 
Mstep: Class 31 contains 2993 members 
Mstep: Class 32 contains 3899 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 6247 members 
Mstep: Class 35 contains 109055 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 46472 members 
Mstep: Class 38 contains 27590 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9106 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12898 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102282352.000000 Penalty: 165088.125000
Iteration 148Q: 48 clusters Score -1.022824e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 78694 members 
Mstep: Class 3 contains 224889 members 
Mstep: Class 4 contains 3835 members 
Mstep: Class 5 contains 2577 members 
Mstep: Class 6 contains 5312 members 
Mstep: Class 7 contains 3960 members 
Mstep: Class 8 contains 35540 members 
Mstep: Class 9 contains 311925 members 
Mstep: Class 10 contains 7443 members 
Mstep: Class 11 contains 12853 members 
Mstep: Class 12 contains 53518 members 
Mstep: Class 13 contains 4953 members 
Mstep: Class 14 contains 10160 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2678 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 206823 members 
Mstep: Class 19 contains 11390 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37715 members 
Mstep: Class 22 contains 10488 members 
Mstep: Class 23 contains 14396 members 
Mstep: Class 24 contains 50989 members 
Mstep: Class 25 contains 8033 members 
Mstep: Class 26 contains 18237 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27266 members 
Mstep: Class 30 contains 4329 members 
Mstep: Class 31 contains 2993 members 
Mstep: Class 32 contains 3901 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 6250 members 
Mstep: Class 35 contains 109021 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 47016 members 
Mstep: Class 38 contains 27658 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9132 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12896 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102282304.000000 Penalty: 165088.125000
Iteration 149Q: 48 clusters Score -1.022823e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 78664 members 
Mstep: Class 3 contains 224800 members 
Mstep: Class 4 contains 3837 members 
Mstep: Class 5 contains 2576 members 
Mstep: Class 6 contains 5304 members 
Mstep: Class 7 contains 3960 members 
Mstep: Class 8 contains 35544 members 
Mstep: Class 9 contains 311455 members 
Mstep: Class 10 contains 7444 members 
Mstep: Class 11 contains 12854 members 
Mstep: Class 12 contains 53526 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 10161 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2677 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 206826 members 
Mstep: Class 19 contains 11392 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37711 members 
Mstep: Class 22 contains 10489 members 
Mstep: Class 23 contains 14393 members 
Mstep: Class 24 contains 50939 members 
Mstep: Class 25 contains 8033 members 
Mstep: Class 26 contains 18236 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27264 members 
Mstep: Class 30 contains 4334 members 
Mstep: Class 31 contains 2993 members 
Mstep: Class 32 contains 3909 members 
Mstep: Class 33 contains 12245 members 
Mstep: Class 34 contains 6254 members 
Mstep: Class 35 contains 108979 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 47586 members 
Mstep: Class 38 contains 27722 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9154 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12897 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102282640.000000 Penalty: 165088.125000
Iteration 150Q: 48 clusters Score -1.022826e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 78643 members 
Mstep: Class 3 contains 224710 members 
Mstep: Class 4 contains 3840 members 
Mstep: Class 5 contains 2576 members 
Mstep: Class 6 contains 5302 members 
Mstep: Class 7 contains 3961 members 
Mstep: Class 8 contains 35550 members 
Mstep: Class 9 contains 310977 members 
Mstep: Class 10 contains 7448 members 
Mstep: Class 11 contains 12853 members 
Mstep: Class 12 contains 53535 members 
Mstep: Class 13 contains 4956 members 
Mstep: Class 14 contains 10160 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2675 members 
Mstep: Class 17 contains 7415 members 
Mstep: Class 18 contains 206825 members 
Mstep: Class 19 contains 11390 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37702 members 
Mstep: Class 22 contains 10491 members 
Mstep: Class 23 contains 14394 members 
Mstep: Class 24 contains 50892 members 
Mstep: Class 25 contains 8038 members 
Mstep: Class 26 contains 18237 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27264 members 
Mstep: Class 30 contains 4337 members 
Mstep: Class 31 contains 2993 members 
Mstep: Class 32 contains 3908 members 
Mstep: Class 33 contains 12245 members 
Mstep: Class 34 contains 6257 members 
Mstep: Class 35 contains 108940 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 48165 members 
Mstep: Class 38 contains 27778 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9178 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12893 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102282704.000000 Penalty: 165088.125000
Iteration 151Q: 48 clusters Score -1.022827e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 78627 members 
Mstep: Class 3 contains 224608 members 
Mstep: Class 4 contains 3844 members 
Mstep: Class 5 contains 2577 members 
Mstep: Class 6 contains 5304 members 
Mstep: Class 7 contains 3960 members 
Mstep: Class 8 contains 35553 members 
Mstep: Class 9 contains 310440 members 
Mstep: Class 10 contains 7456 members 
Mstep: Class 11 contains 12856 members 
Mstep: Class 12 contains 53541 members 
Mstep: Class 13 contains 4961 members 
Mstep: Class 14 contains 10159 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2675 members 
Mstep: Class 17 contains 7415 members 
Mstep: Class 18 contains 206824 members 
Mstep: Class 19 contains 11390 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37693 members 
Mstep: Class 22 contains 10493 members 
Mstep: Class 23 contains 14397 members 
Mstep: Class 24 contains 50837 members 
Mstep: Class 25 contains 8041 members 
Mstep: Class 26 contains 18239 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27260 members 
Mstep: Class 30 contains 4339 members 
Mstep: Class 31 contains 2993 members 
Mstep: Class 32 contains 3911 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 6267 members 
Mstep: Class 35 contains 108908 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 48778 members 
Mstep: Class 38 contains 27846 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9198 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12892 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102282968.000000 Penalty: 165088.125000
Iteration 152Q: 48 clusters Score -1.02283e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 78622 members 
Mstep: Class 3 contains 224516 members 
Mstep: Class 4 contains 3850 members 
Mstep: Class 5 contains 2578 members 
Mstep: Class 6 contains 5303 members 
Mstep: Class 7 contains 3959 members 
Mstep: Class 8 contains 35554 members 
Mstep: Class 9 contains 309834 members 
Mstep: Class 10 contains 7465 members 
Mstep: Class 11 contains 12851 members 
Mstep: Class 12 contains 53558 members 
Mstep: Class 13 contains 4960 members 
Mstep: Class 14 contains 10158 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2674 members 
Mstep: Class 17 contains 7414 members 
Mstep: Class 18 contains 206822 members 
Mstep: Class 19 contains 11393 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37696 members 
Mstep: Class 22 contains 10491 members 
Mstep: Class 23 contains 14402 members 
Mstep: Class 24 contains 50776 members 
Mstep: Class 25 contains 8052 members 
Mstep: Class 26 contains 18243 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27254 members 
Mstep: Class 30 contains 4341 members 
Mstep: Class 31 contains 2992 members 
Mstep: Class 32 contains 3911 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 6277 members 
Mstep: Class 35 contains 108869 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 49435 members 
Mstep: Class 38 contains 27925 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9220 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12888 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283272.000000 Penalty: 165088.125000
Iteration 153Q: 48 clusters Score -1.022833e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 78611 members 
Mstep: Class 3 contains 224444 members 
Mstep: Class 4 contains 3854 members 
Mstep: Class 5 contains 2579 members 
Mstep: Class 6 contains 5303 members 
Mstep: Class 7 contains 3955 members 
Mstep: Class 8 contains 35555 members 
Mstep: Class 9 contains 309159 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 12854 members 
Mstep: Class 12 contains 53571 members 
Mstep: Class 13 contains 4963 members 
Mstep: Class 14 contains 10159 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2671 members 
Mstep: Class 17 contains 7414 members 
Mstep: Class 18 contains 206820 members 
Mstep: Class 19 contains 11400 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37697 members 
Mstep: Class 22 contains 10491 members 
Mstep: Class 23 contains 14409 members 
Mstep: Class 24 contains 50709 members 
Mstep: Class 25 contains 8058 members 
Mstep: Class 26 contains 18244 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27247 members 
Mstep: Class 30 contains 4346 members 
Mstep: Class 31 contains 2992 members 
Mstep: Class 32 contains 3915 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 6285 members 
Mstep: Class 35 contains 108842 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 50139 members 
Mstep: Class 38 contains 28013 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9232 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12882 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283400.000000 Penalty: 165088.125000
Iteration 154Q: 48 clusters Score -1.022834e+08 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 78597 members 
Mstep: Class 3 contains 224373 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 2580 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 3954 members 
Mstep: Class 8 contains 35560 members 
Mstep: Class 9 contains 308457 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 12855 members 
Mstep: Class 12 contains 53584 members 
Mstep: Class 13 contains 4963 members 
Mstep: Class 14 contains 10159 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2669 members 
Mstep: Class 17 contains 7415 members 
Mstep: Class 18 contains 206816 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37686 members 
Mstep: Class 22 contains 10491 members 
Mstep: Class 23 contains 14411 members 
Mstep: Class 24 contains 50645 members 
Mstep: Class 25 contains 8061 members 
Mstep: Class 26 contains 18251 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27239 members 
Mstep: Class 30 contains 4352 members 
Mstep: Class 31 contains 2993 members 
Mstep: Class 32 contains 3916 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 6290 members 
Mstep: Class 35 contains 108811 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 50892 members 
Mstep: Class 38 contains 28102 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9247 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12878 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283272.000000 Penalty: 165088.125000
Iteration 155Q: 48 clusters Score -1.022833e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 78593 members 
Mstep: Class 3 contains 224269 members 
Mstep: Class 4 contains 3861 members 
Mstep: Class 5 contains 2581 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 3955 members 
Mstep: Class 8 contains 35573 members 
Mstep: Class 9 contains 307678 members 
Mstep: Class 10 contains 7469 members 
Mstep: Class 11 contains 12859 members 
Mstep: Class 12 contains 53595 members 
Mstep: Class 13 contains 4964 members 
Mstep: Class 14 contains 10159 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2668 members 
Mstep: Class 17 contains 7415 members 
Mstep: Class 18 contains 206812 members 
Mstep: Class 19 contains 11405 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37694 members 
Mstep: Class 22 contains 10493 members 
Mstep: Class 23 contains 14414 members 
Mstep: Class 24 contains 50587 members 
Mstep: Class 25 contains 8060 members 
Mstep: Class 26 contains 18255 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27233 members 
Mstep: Class 30 contains 4354 members 
Mstep: Class 31 contains 2994 members 
Mstep: Class 32 contains 3922 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 6298 members 
Mstep: Class 35 contains 108777 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 51693 members 
Mstep: Class 38 contains 28221 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9254 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12874 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283464.000000 Penalty: 165088.125000
Iteration 156Q: 48 clusters Score -1.022835e+08 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 78573 members 
Mstep: Class 3 contains 224147 members 
Mstep: Class 4 contains 3863 members 
Mstep: Class 5 contains 2582 members 
Mstep: Class 6 contains 5304 members 
Mstep: Class 7 contains 3955 members 
Mstep: Class 8 contains 35593 members 
Mstep: Class 9 contains 306776 members 
Mstep: Class 10 contains 7467 members 
Mstep: Class 11 contains 12858 members 
Mstep: Class 12 contains 53612 members 
Mstep: Class 13 contains 4966 members 
Mstep: Class 14 contains 10159 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 17 contains 7414 members 
Mstep: Class 18 contains 206812 members 
Mstep: Class 19 contains 11405 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37706 members 
Mstep: Class 22 contains 10493 members 
Mstep: Class 23 contains 14421 members 
Mstep: Class 24 contains 50541 members 
Mstep: Class 25 contains 8062 members 
Mstep: Class 26 contains 18253 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27226 members 
Mstep: Class 30 contains 4357 members 
Mstep: Class 31 contains 2993 members 
Mstep: Class 32 contains 3927 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 6304 members 
Mstep: Class 35 contains 108764 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 52600 members 
Mstep: Class 38 contains 28355 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9260 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12871 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283816.000000 Penalty: 165088.125000
Iteration 157Q: 48 clusters Score -1.022838e+08 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 78569 members 
Mstep: Class 3 contains 224010 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 6 contains 5302 members 
Mstep: Class 7 contains 3955 members 
Mstep: Class 8 contains 35613 members 
Mstep: Class 9 contains 305831 members 
Mstep: Class 10 contains 7472 members 
Mstep: Class 11 contains 12857 members 
Mstep: Class 12 contains 53629 members 
Mstep: Class 13 contains 4964 members 
Mstep: Class 14 contains 10157 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 17 contains 7415 members 
Mstep: Class 18 contains 206812 members 
Mstep: Class 19 contains 11402 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37710 members 
Mstep: Class 22 contains 10492 members 
Mstep: Class 23 contains 14423 members 
Mstep: Class 24 contains 50491 members 
Mstep: Class 25 contains 8068 members 
Mstep: Class 26 contains 18253 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27225 members 
Mstep: Class 30 contains 4361 members 
Mstep: Class 31 contains 2993 members 
Mstep: Class 32 contains 3935 members 
Mstep: Class 33 contains 12243 members 
Mstep: Class 34 contains 6308 members 
Mstep: Class 35 contains 108752 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 53523 members 
Mstep: Class 38 contains 28514 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9268 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12870 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283592.000000 Penalty: 165088.125000
Iteration 158Q: 48 clusters Score -1.022836e+08 nChanged 1831
Entering ConstructFrom: 
Score: -102283592.000000 Penalty: 165088.125000
Entering ConstructFrom: 
Trying to split cluster 1 (4262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Entering Unmasked Estep 
Score: -299007.062500 Penalty: 2072.658447
	Iteration 0F: 2 clusters Score -299007.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -294883.437500 Penalty: 4145.316895
	Iteration 0F: 3 clusters Score -294883.4 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -295887.031250 Penalty: 4145.316895
	Iteration 1F: 3 clusters Score -295887 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -296194.406250 Penalty: 4145.316895
	Iteration 2F: 3 clusters Score -296194.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -296438.187500 Penalty: 4145.316895
	Iteration 3F: 3 clusters Score -296438.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -296647.125000 Penalty: 4145.316895
	Iteration 4Q: 3 clusters Score -296647.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -296881.250000 Penalty: 4145.316895
	Iteration 5Q: 3 clusters Score -296881.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -297088.281250 Penalty: 4145.316895
	Iteration 6Q: 3 clusters Score -297088.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -297309.375000 Penalty: 4145.316895
	Iteration 7Q: 3 clusters Score -297309.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -297560.031250 Penalty: 4145.316895
	Iteration 8Q: 3 clusters Score -297560 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -297766.531250 Penalty: 4145.316895
	Iteration 9Q: 3 clusters Score -297766.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -297973.562500 Penalty: 4145.316895
	Iteration 10Q: 3 clusters Score -297973.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -298230.593750 Penalty: 4145.316895
	Iteration 11Q: 3 clusters Score -298230.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -298601.687500 Penalty: 4145.316895
	Iteration 12Q: 3 clusters Score -298601.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -299108.531250 Penalty: 4145.316895
	Iteration 13Q: 3 clusters Score -299108.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -299486.250000 Penalty: 4145.316895
	Iteration 14Q: 3 clusters Score -299486.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -299659.343750 Penalty: 4145.316895
	Iteration 15Q: 3 clusters Score -299659.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -299735.031250 Penalty: 4145.316895
	Iteration 16Q: 3 clusters Score -299735 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -299759.656250 Penalty: 4145.316895
	Iteration 17Q: 3 clusters Score -299759.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -299773.718750 Penalty: 4145.316895
	Iteration 18Q: 3 clusters Score -299773.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -299780.968750 Penalty: 4145.316895
	Iteration 19Q: 3 clusters Score -299781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -299786.687500 Penalty: 4145.316895
	Iteration 20F: 3 clusters Score -299786.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -299788.937500 Penalty: 4145.316895
	Iteration 21Q: 3 clusters Score -299788.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -299789.656250 Penalty: 4145.316895
	Iteration 22Q: 3 clusters Score -299789.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -299790.625000 Penalty: 4145.316895
	Iteration 23Q: 3 clusters Score -299790.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -299790.625000 Penalty: 4145.316895
	Iteration 24F: 3 clusters Score -299790.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 78565 members 
Mstep: Class 3 contains 223902 members 
Mstep: Class 4 contains 3867 members 
Mstep: Class 5 contains 2582 members 
Mstep: Class 6 contains 5301 members 
Mstep: Class 7 contains 3958 members 
Mstep: Class 8 contains 35630 members 
Mstep: Class 9 contains 304805 members 
Mstep: Class 10 contains 7476 members 
Mstep: Class 11 contains 12857 members 
Mstep: Class 12 contains 53648 members 
Mstep: Class 13 contains 4965 members 
Mstep: Class 14 contains 10157 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2654 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 206809 members 
Mstep: Class 19 contains 11399 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37718 members 
Mstep: Class 22 contains 10495 members 
Mstep: Class 23 contains 14424 members 
Mstep: Class 24 contains 50454 members 
Mstep: Class 25 contains 8078 members 
Mstep: Class 26 contains 18250 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27223 members 
Mstep: Class 30 contains 4365 members 
Mstep: Class 31 contains 2993 members 
Mstep: Class 32 contains 3943 members 
Mstep: Class 33 contains 12245 members 
Mstep: Class 34 contains 6318 members 
Mstep: Class 35 contains 108731 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 54503 members 
Mstep: Class 38 contains 28650 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9278 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12869 members 
Mstep: Class 47 contains 1425 members 
Mstep: Class 48 contains 2172 members 
Entering Unmasked Estep 
Score: -102283376.000000 Penalty: 168600.640625
Splitting cluster 1 changes total score from -102283592.000000 to -102283376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (78565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78565 members 
Entering Unmasked Estep 
Score: -5996020.000000 Penalty: 2795.377197
	Iteration 0F: 2 clusters Score -5996020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -5943405.000000 Penalty: 5590.754395
	Iteration 0F: 3 clusters Score -5943405 nChanged 36907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -5964295.500000 Penalty: 5590.754395
	Iteration 1F: 3 clusters Score -5964296 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -5965244.500000 Penalty: 5590.754395
	Iteration 2Q: 3 clusters Score -5965244 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -5966760.000000 Penalty: 5590.754395
	Iteration 3Q: 3 clusters Score -5966760 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -5969225.000000 Penalty: 5590.754395
	Iteration 4F: 3 clusters Score -5969225 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56277 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -5973481.500000 Penalty: 5590.754395
	Iteration 5F: 3 clusters Score -5973482 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62881 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -5979428.500000 Penalty: 5590.754395
	Iteration 6F: 3 clusters Score -5979428 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69040 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -5985513.000000 Penalty: 5590.754395
	Iteration 7F: 3 clusters Score -5985513 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73357 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -5989816.000000 Penalty: 5590.754395
	Iteration 8F: 3 clusters Score -5989816 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75637 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -5992041.500000 Penalty: 5590.754395
	Iteration 9Q: 3 clusters Score -5992042 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76625 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5993054.500000 Penalty: 5590.754395
	Iteration 10Q: 3 clusters Score -5993054 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77062 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5993513.500000 Penalty: 5590.754395
	Iteration 11Q: 3 clusters Score -5993514 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77230 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -5993721.500000 Penalty: 5590.754395
	Iteration 12Q: 3 clusters Score -5993722 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77309 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5993798.500000 Penalty: 5590.754395
	Iteration 13Q: 3 clusters Score -5993798 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77381 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5993855.000000 Penalty: 5590.754395
	Iteration 14Q: 3 clusters Score -5993855 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77426 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5993908.000000 Penalty: 5590.754395
	Iteration 15Q: 3 clusters Score -5993908 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77457 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5993923.500000 Penalty: 5590.754395
	Iteration 16Q: 3 clusters Score -5993924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77481 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5993946.000000 Penalty: 5590.754395
	Iteration 17Q: 3 clusters Score -5993946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77502 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5993967.000000 Penalty: 5590.754395
	Iteration 18Q: 3 clusters Score -5993967 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77521 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5993968.000000 Penalty: 5590.754395
	Iteration 19Q: 3 clusters Score -5993968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77538 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5993983.500000 Penalty: 5590.754395
	Iteration 20F: 3 clusters Score -5993984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77540 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5993986.500000 Penalty: 5590.754395
	Iteration 21Q: 3 clusters Score -5993986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77541 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5993989.000000 Penalty: 5590.754395
	Iteration 22Q: 3 clusters Score -5993989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77542 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5993992.000000 Penalty: 5590.754395
	Iteration 23Q: 3 clusters Score -5993992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77545 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5993996.500000 Penalty: 5590.754395
	Iteration 24Q: 3 clusters Score -5993996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77548 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5993998.000000 Penalty: 5590.754395
	Iteration 25Q: 3 clusters Score -5993998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77550 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5994001.500000 Penalty: 5590.754395
	Iteration 26Q: 3 clusters Score -5994002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77553 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5994001.500000 Penalty: 5590.754395
	Iteration 27Q: 3 clusters Score -5994002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77557 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5994000.000000 Penalty: 5590.754395
	Iteration 28Q: 3 clusters Score -5994000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77563 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5994012.000000 Penalty: 5590.754395
	Iteration 29Q: 3 clusters Score -5994012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77566 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5994007.000000 Penalty: 5590.754395
	Iteration 30Q: 3 clusters Score -5994007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77569 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5994010.000000 Penalty: 5590.754395
	Iteration 31Q: 3 clusters Score -5994010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77569 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5994007.000000 Penalty: 5590.754395
	Iteration 32Q: 3 clusters Score -5994007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77569 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5994012.000000 Penalty: 5590.754395
	Iteration 33Q: 3 clusters Score -5994012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77569 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5994015.000000 Penalty: 5590.754395
	Iteration 34Q: 3 clusters Score -5994015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77570 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5994017.000000 Penalty: 5590.754395
	Iteration 35Q: 3 clusters Score -5994017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77570 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5994017.000000 Penalty: 5590.754395
	Iteration 36F: 3 clusters Score -5994017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (223902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223902 members 
Entering Unmasked Estep 
Score: -17210376.000000 Penalty: 3055.103027
	Iteration 0F: 2 clusters Score -1.721038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111695 members 
Mstep: Class 2 contains 112207 members 
Entering Unmasked Estep 
Score: -17060334.000000 Penalty: 6110.206055
	Iteration 0F: 3 clusters Score -1.706033e+07 nChanged 107926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105711 members 
Mstep: Class 2 contains 118191 members 
Entering Unmasked Estep 
Score: -17123218.000000 Penalty: 6110.206055
	Iteration 1F: 3 clusters Score -1.712322e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101504 members 
Mstep: Class 2 contains 122398 members 
Entering Unmasked Estep 
Score: -17124788.000000 Penalty: 6110.206055
	Iteration 2Q: 3 clusters Score -1.712479e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95031 members 
Mstep: Class 2 contains 128871 members 
Entering Unmasked Estep 
Score: -17127066.000000 Penalty: 6110.206055
	Iteration 3Q: 3 clusters Score -1.712707e+07 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85209 members 
Mstep: Class 2 contains 138693 members 
Entering Unmasked Estep 
Score: -17131578.000000 Penalty: 6110.206055
	Iteration 4Q: 3 clusters Score -1.713158e+07 nChanged 14322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71007 members 
Mstep: Class 2 contains 152895 members 
Entering Unmasked Estep 
Score: -17140168.000000 Penalty: 6110.206055
	Iteration 5F: 3 clusters Score -1.714017e+07 nChanged 19302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 172175 members 
Entering Unmasked Estep 
Score: -17155484.000000 Penalty: 6110.206055
	Iteration 6F: 3 clusters Score -1.715548e+07 nChanged 21747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 193920 members 
Entering Unmasked Estep 
Score: -17176916.000000 Penalty: 6110.206055
	Iteration 7F: 3 clusters Score -1.717692e+07 nChanged 17817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 211737 members 
Entering Unmasked Estep 
Score: -17195648.000000 Penalty: 6110.206055
	Iteration 8F: 3 clusters Score -1.719565e+07 nChanged 8785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 220522 members 
Entering Unmasked Estep 
Score: -17204522.000000 Penalty: 6110.206055
	Iteration 9Q: 3 clusters Score -1.720452e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 222972 members 
Entering Unmasked Estep 
Score: -17206766.000000 Penalty: 6110.206055
	Iteration 10Q: 3 clusters Score -1.720677e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 223512 members 
Entering Unmasked Estep 
Score: -17207360.000000 Penalty: 6110.206055
	Iteration 11Q: 3 clusters Score -1.720736e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 223621 members 
Entering Unmasked Estep 
Score: -17207506.000000 Penalty: 6110.206055
	Iteration 12Q: 3 clusters Score -1.720751e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 223661 members 
Entering Unmasked Estep 
Score: -17207582.000000 Penalty: 6110.206055
	Iteration 13Q: 3 clusters Score -1.720758e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 223676 members 
Entering Unmasked Estep 
Score: -17207636.000000 Penalty: 6110.206055
	Iteration 14Q: 3 clusters Score -1.720764e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 223680 members 
Entering Unmasked Estep 
Score: -17207672.000000 Penalty: 6110.206055
	Iteration 15Q: 3 clusters Score -1.720767e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 223680 members 
Entering Unmasked Estep 
Score: -17207686.000000 Penalty: 6110.206055
	Iteration 16Q: 3 clusters Score -1.720769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 223682 members 
Entering Unmasked Estep 
Score: -17207698.000000 Penalty: 6110.206055
	Iteration 17Q: 3 clusters Score -1.72077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 223684 members 
Entering Unmasked Estep 
Score: -17207686.000000 Penalty: 6110.206055
	Iteration 18Q: 3 clusters Score -1.720769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 223684 members 
Entering Unmasked Estep 
Score: -17207698.000000 Penalty: 6110.206055
	Iteration 19Q: 3 clusters Score -1.72077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 223686 members 
Entering Unmasked Estep 
Score: -17207696.000000 Penalty: 6110.206055
	Iteration 20F: 3 clusters Score -1.72077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 223687 members 
Entering Unmasked Estep 
Score: -17207706.000000 Penalty: 6110.206055
	Iteration 21Q: 3 clusters Score -1.720771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 223687 members 
Entering Unmasked Estep 
Score: -17207716.000000 Penalty: 6110.206055
	Iteration 22Q: 3 clusters Score -1.720772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 223686 members 
Entering Unmasked Estep 
Score: -17207714.000000 Penalty: 6110.206055
	Iteration 23Q: 3 clusters Score -1.720771e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 223686 members 
Entering Unmasked Estep 
Score: -17207714.000000 Penalty: 6110.206055
	Iteration 24F: 3 clusters Score -1.720771e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Entering Unmasked Estep 
Score: -224130.875000 Penalty: 2048.538086
	Iteration 0F: 2 clusters Score -224130.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -220348.984375 Penalty: 4097.076172
	Iteration 0F: 3 clusters Score -220349 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -221411.312500 Penalty: 4097.076172
	Iteration 1F: 3 clusters Score -221411.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -221754.953125 Penalty: 4097.076172
	Iteration 2F: 3 clusters Score -221755 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -222017.421875 Penalty: 4097.076172
	Iteration 3F: 3 clusters Score -222017.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -222236.781250 Penalty: 4097.076172
	Iteration 4F: 3 clusters Score -222236.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -222441.359375 Penalty: 4097.076172
	Iteration 5F: 3 clusters Score -222441.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -222607.984375 Penalty: 4097.076172
	Iteration 6Q: 3 clusters Score -222608 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -222779.296875 Penalty: 4097.076172
	Iteration 7Q: 3 clusters Score -222779.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -222912.234375 Penalty: 4097.076172
	Iteration 8Q: 3 clusters Score -222912.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -222987.937500 Penalty: 4097.076172
	Iteration 9Q: 3 clusters Score -222987.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -223026.765625 Penalty: 4097.076172
	Iteration 10Q: 3 clusters Score -223026.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -223062.703125 Penalty: 4097.076172
	Iteration 11Q: 3 clusters Score -223062.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -223094.890625 Penalty: 4097.076172
	Iteration 12Q: 3 clusters Score -223094.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -223115.984375 Penalty: 4097.076172
	Iteration 13Q: 3 clusters Score -223116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -223136.093750 Penalty: 4097.076172
	Iteration 14Q: 3 clusters Score -223136.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -223152.968750 Penalty: 4097.076172
	Iteration 15Q: 3 clusters Score -223153 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -223168.625000 Penalty: 4097.076172
	Iteration 16Q: 3 clusters Score -223168.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -223179.828125 Penalty: 4097.076172
	Iteration 17Q: 3 clusters Score -223179.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -223191.593750 Penalty: 4097.076172
	Iteration 18Q: 3 clusters Score -223191.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -223197.312500 Penalty: 4097.076172
	Iteration 19Q: 3 clusters Score -223197.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -223201.062500 Penalty: 4097.076172
	Iteration 20F: 3 clusters Score -223201.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -223202.640625 Penalty: 4097.076172
	Iteration 21Q: 3 clusters Score -223202.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -223203.921875 Penalty: 4097.076172
	Iteration 22Q: 3 clusters Score -223203.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -223206.046875 Penalty: 4097.076172
	Iteration 23Q: 3 clusters Score -223206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -223207.484375 Penalty: 4097.076172
	Iteration 24Q: 3 clusters Score -223207.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -223207.609375 Penalty: 4097.076172
	Iteration 25Q: 3 clusters Score -223207.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -223207.703125 Penalty: 4097.076172
	Iteration 26Q: 3 clusters Score -223207.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -223209.312500 Penalty: 4097.076172
	Iteration 27Q: 3 clusters Score -223209.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -223209.187500 Penalty: 4097.076172
	Iteration 28Q: 3 clusters Score -223209.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -223209.187500 Penalty: 4097.076172
	Iteration 29F: 3 clusters Score -223209.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Entering Unmasked Estep 
Score: -183776.765625 Penalty: 1948.367188
	Iteration 0F: 2 clusters Score -183776.8 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 1304 members 
Entering Unmasked Estep 
Score: -180796.500000 Penalty: 3896.734375
	Iteration 0F: 3 clusters Score -180796.5 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -181387.281250 Penalty: 3896.734375
	Iteration 1F: 3 clusters Score -181387.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -181592.609375 Penalty: 3896.734375
	Iteration 2F: 3 clusters Score -181592.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -181746.828125 Penalty: 3896.734375
	Iteration 3F: 3 clusters Score -181746.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -181868.546875 Penalty: 3896.734375
	Iteration 4Q: 3 clusters Score -181868.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -181962.421875 Penalty: 3896.734375
	Iteration 5Q: 3 clusters Score -181962.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -182037.296875 Penalty: 3896.734375
	Iteration 6Q: 3 clusters Score -182037.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -182095.031250 Penalty: 3896.734375
	Iteration 7Q: 3 clusters Score -182095 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -182141.187500 Penalty: 3896.734375
	Iteration 8Q: 3 clusters Score -182141.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -182186.640625 Penalty: 3896.734375
	Iteration 9Q: 3 clusters Score -182186.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -182218.203125 Penalty: 3896.734375
	Iteration 10Q: 3 clusters Score -182218.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -182241.156250 Penalty: 3896.734375
	Iteration 11Q: 3 clusters Score -182241.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -182259.140625 Penalty: 3896.734375
	Iteration 12Q: 3 clusters Score -182259.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -182274.562500 Penalty: 3896.734375
	Iteration 13Q: 3 clusters Score -182274.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -182288.859375 Penalty: 3896.734375
	Iteration 14Q: 3 clusters Score -182288.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -182297.843750 Penalty: 3896.734375
	Iteration 15Q: 3 clusters Score -182297.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -182306.078125 Penalty: 3896.734375
	Iteration 16Q: 3 clusters Score -182306.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -182312.531250 Penalty: 3896.734375
	Iteration 17Q: 3 clusters Score -182312.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -182322.578125 Penalty: 3896.734375
	Iteration 18Q: 3 clusters Score -182322.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -182331.875000 Penalty: 3896.734375
	Iteration 19Q: 3 clusters Score -182331.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -182339.015625 Penalty: 3896.734375
	Iteration 20F: 3 clusters Score -182339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -182343.281250 Penalty: 3896.734375
	Iteration 21Q: 3 clusters Score -182343.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -182345.453125 Penalty: 3896.734375
	Iteration 22Q: 3 clusters Score -182345.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -182347.828125 Penalty: 3896.734375
	Iteration 23Q: 3 clusters Score -182347.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -182351.937500 Penalty: 3896.734375
	Iteration 24Q: 3 clusters Score -182351.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -182356.218750 Penalty: 3896.734375
	Iteration 25Q: 3 clusters Score -182356.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -182361.265625 Penalty: 3896.734375
	Iteration 26Q: 3 clusters Score -182361.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -182364.296875 Penalty: 3896.734375
	Iteration 27Q: 3 clusters Score -182364.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -182366.296875 Penalty: 3896.734375
	Iteration 28Q: 3 clusters Score -182366.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -182368.765625 Penalty: 3896.734375
	Iteration 29Q: 3 clusters Score -182368.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -182372.281250 Penalty: 3896.734375
	Iteration 30Q: 3 clusters Score -182372.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -182372.906250 Penalty: 3896.734375
	Iteration 31Q: 3 clusters Score -182372.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -182373.734375 Penalty: 3896.734375
	Iteration 32Q: 3 clusters Score -182373.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -182374.406250 Penalty: 3896.734375
	Iteration 33Q: 3 clusters Score -182374.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -182374.406250 Penalty: 3896.734375
	Iteration 34F: 3 clusters Score -182374.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Entering Unmasked Estep 
Score: -374502.343750 Penalty: 2126.761475
	Iteration 0F: 2 clusters Score -374502.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -369833.687500 Penalty: 4253.522949
	Iteration 0F: 3 clusters Score -369833.7 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -371101.437500 Penalty: 4253.522949
	Iteration 1F: 3 clusters Score -371101.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -371444.781250 Penalty: 4253.522949
	Iteration 2F: 3 clusters Score -371444.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -371687.812500 Penalty: 4253.522949
	Iteration 3F: 3 clusters Score -371687.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -371860.437500 Penalty: 4253.522949
	Iteration 4F: 3 clusters Score -371860.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -372000.031250 Penalty: 4253.522949
	Iteration 5Q: 3 clusters Score -372000 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -372146.187500 Penalty: 4253.522949
	Iteration 6Q: 3 clusters Score -372146.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -372297.250000 Penalty: 4253.522949
	Iteration 7Q: 3 clusters Score -372297.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -372443.562500 Penalty: 4253.522949
	Iteration 8Q: 3 clusters Score -372443.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -372560.906250 Penalty: 4253.522949
	Iteration 9Q: 3 clusters Score -372560.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -372651.156250 Penalty: 4253.522949
	Iteration 10Q: 3 clusters Score -372651.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -372731.250000 Penalty: 4253.522949
	Iteration 11Q: 3 clusters Score -372731.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -372786.406250 Penalty: 4253.522949
	Iteration 12Q: 3 clusters Score -372786.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -372837.281250 Penalty: 4253.522949
	Iteration 13Q: 3 clusters Score -372837.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -372884.343750 Penalty: 4253.522949
	Iteration 14Q: 3 clusters Score -372884.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -372935.156250 Penalty: 4253.522949
	Iteration 15Q: 3 clusters Score -372935.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -372988.250000 Penalty: 4253.522949
	Iteration 16Q: 3 clusters Score -372988.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -373036.468750 Penalty: 4253.522949
	Iteration 17Q: 3 clusters Score -373036.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -373076.968750 Penalty: 4253.522949
	Iteration 18Q: 3 clusters Score -373077 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -373115.125000 Penalty: 4253.522949
	Iteration 19Q: 3 clusters Score -373115.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -373148.500000 Penalty: 4253.522949
	Iteration 20F: 3 clusters Score -373148.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -373180.281250 Penalty: 4253.522949
	Iteration 21Q: 3 clusters Score -373180.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -373214.468750 Penalty: 4253.522949
	Iteration 22Q: 3 clusters Score -373214.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -373262.625000 Penalty: 4253.522949
	Iteration 23Q: 3 clusters Score -373262.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -373306.500000 Penalty: 4253.522949
	Iteration 24Q: 3 clusters Score -373306.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -373334.812500 Penalty: 4253.522949
	Iteration 25Q: 3 clusters Score -373334.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -373362.531250 Penalty: 4253.522949
	Iteration 26Q: 3 clusters Score -373362.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -373377.125000 Penalty: 4253.522949
	Iteration 27Q: 3 clusters Score -373377.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -373384.093750 Penalty: 4253.522949
	Iteration 28Q: 3 clusters Score -373384.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -373386.093750 Penalty: 4253.522949
	Iteration 29Q: 3 clusters Score -373386.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -373389.000000 Penalty: 4253.522949
	Iteration 30Q: 3 clusters Score -373389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -373390.937500 Penalty: 4253.522949
	Iteration 31Q: 3 clusters Score -373390.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -373391.718750 Penalty: 4253.522949
	Iteration 32Q: 3 clusters Score -373391.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -373392.531250 Penalty: 4253.522949
	Iteration 33Q: 3 clusters Score -373392.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -373394.343750 Penalty: 4253.522949
	Iteration 34Q: 3 clusters Score -373394.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -373396.687500 Penalty: 4253.522949
	Iteration 35Q: 3 clusters Score -373396.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -373397.593750 Penalty: 4253.522949
	Iteration 36Q: 3 clusters Score -373397.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -373398.656250 Penalty: 4253.522949
	Iteration 37Q: 3 clusters Score -373398.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -373400.718750 Penalty: 4253.522949
	Iteration 38Q: 3 clusters Score -373400.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -373401.906250 Penalty: 4253.522949
	Iteration 39Q: 3 clusters Score -373401.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -373404.937500 Penalty: 4253.522949
	Iteration 40F: 3 clusters Score -373404.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -373405.375000 Penalty: 4253.522949
	Iteration 41Q: 3 clusters Score -373405.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -373407.156250 Penalty: 4253.522949
	Iteration 42Q: 3 clusters Score -373407.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -373407.500000 Penalty: 4253.522949
	Iteration 43Q: 3 clusters Score -373407.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -373407.656250 Penalty: 4253.522949
	Iteration 44Q: 3 clusters Score -373407.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -373408.031250 Penalty: 4253.522949
	Iteration 45Q: 3 clusters Score -373408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -373408.031250 Penalty: 4253.522949
	Iteration 46F: 3 clusters Score -373408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Entering Unmasked Estep 
Score: -242900.453125 Penalty: 2054.306396
	Iteration 0F: 2 clusters Score -242900.5 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 1923 members 
Entering Unmasked Estep 
Score: -238999.671875 Penalty: 4108.612793
	Iteration 0F: 3 clusters Score -238999.7 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -239993.250000 Penalty: 4108.612793
	Iteration 1F: 3 clusters Score -239993.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -240240.171875 Penalty: 4108.612793
	Iteration 2F: 3 clusters Score -240240.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -240391.937500 Penalty: 4108.612793
	Iteration 3F: 3 clusters Score -240391.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -240515.656250 Penalty: 4108.612793
	Iteration 4Q: 3 clusters Score -240515.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -240647.031250 Penalty: 4108.612793
	Iteration 5Q: 3 clusters Score -240647 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -240792.109375 Penalty: 4108.612793
	Iteration 6Q: 3 clusters Score -240792.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -240917.968750 Penalty: 4108.612793
	Iteration 7Q: 3 clusters Score -240918 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -241030.734375 Penalty: 4108.612793
	Iteration 8Q: 3 clusters Score -241030.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -241124.562500 Penalty: 4108.612793
	Iteration 9Q: 3 clusters Score -241124.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -241211.984375 Penalty: 4108.612793
	Iteration 10Q: 3 clusters Score -241212 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -241277.093750 Penalty: 4108.612793
	Iteration 11Q: 3 clusters Score -241277.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -241328.796875 Penalty: 4108.612793
	Iteration 12Q: 3 clusters Score -241328.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -241366.281250 Penalty: 4108.612793
	Iteration 13Q: 3 clusters Score -241366.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -241408.718750 Penalty: 4108.612793
	Iteration 14Q: 3 clusters Score -241408.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -241444.671875 Penalty: 4108.612793
	Iteration 15Q: 3 clusters Score -241444.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -241469.859375 Penalty: 4108.612793
	Iteration 16Q: 3 clusters Score -241469.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -241494.390625 Penalty: 4108.612793
	Iteration 17Q: 3 clusters Score -241494.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -241518.062500 Penalty: 4108.612793
	Iteration 18Q: 3 clusters Score -241518.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -241540.937500 Penalty: 4108.612793
	Iteration 19Q: 3 clusters Score -241540.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -241561.890625 Penalty: 4108.612793
	Iteration 20F: 3 clusters Score -241561.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -241588.500000 Penalty: 4108.612793
	Iteration 21Q: 3 clusters Score -241588.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -241618.375000 Penalty: 4108.612793
	Iteration 22Q: 3 clusters Score -241618.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -241644.937500 Penalty: 4108.612793
	Iteration 23Q: 3 clusters Score -241644.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -241675.187500 Penalty: 4108.612793
	Iteration 24Q: 3 clusters Score -241675.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -241702.156250 Penalty: 4108.612793
	Iteration 25Q: 3 clusters Score -241702.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -241721.828125 Penalty: 4108.612793
	Iteration 26Q: 3 clusters Score -241721.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -241741.687500 Penalty: 4108.612793
	Iteration 27Q: 3 clusters Score -241741.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -241756.937500 Penalty: 4108.612793
	Iteration 28Q: 3 clusters Score -241756.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -241772.578125 Penalty: 4108.612793
	Iteration 29Q: 3 clusters Score -241772.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -241787.468750 Penalty: 4108.612793
	Iteration 30Q: 3 clusters Score -241787.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -241799.343750 Penalty: 4108.612793
	Iteration 31Q: 3 clusters Score -241799.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -241811.187500 Penalty: 4108.612793
	Iteration 32Q: 3 clusters Score -241811.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -241817.218750 Penalty: 4108.612793
	Iteration 33Q: 3 clusters Score -241817.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -241824.015625 Penalty: 4108.612793
	Iteration 34Q: 3 clusters Score -241824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -241833.031250 Penalty: 4108.612793
	Iteration 35Q: 3 clusters Score -241833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -241846.750000 Penalty: 4108.612793
	Iteration 36Q: 3 clusters Score -241846.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -241856.671875 Penalty: 4108.612793
	Iteration 37Q: 3 clusters Score -241856.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -241867.031250 Penalty: 4108.612793
	Iteration 38Q: 3 clusters Score -241867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -241877.203125 Penalty: 4108.612793
	Iteration 39Q: 3 clusters Score -241877.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -241887.609375 Penalty: 4108.612793
	Iteration 40F: 3 clusters Score -241887.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -241896.609375 Penalty: 4108.612793
	Iteration 41Q: 3 clusters Score -241896.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -241907.328125 Penalty: 4108.612793
	Iteration 42Q: 3 clusters Score -241907.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -241913.093750 Penalty: 4108.612793
	Iteration 43Q: 3 clusters Score -241913.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -241919.562500 Penalty: 4108.612793
	Iteration 44Q: 3 clusters Score -241919.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -241922.140625 Penalty: 4108.612793
	Iteration 45Q: 3 clusters Score -241922.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -241925.828125 Penalty: 4108.612793
	Iteration 46Q: 3 clusters Score -241925.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -241933.421875 Penalty: 4108.612793
	Iteration 47Q: 3 clusters Score -241933.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -241943.046875 Penalty: 4108.612793
	Iteration 48Q: 3 clusters Score -241943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -241950.218750 Penalty: 4108.612793
	Iteration 49Q: 3 clusters Score -241950.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -241955.890625 Penalty: 4108.612793
	Iteration 50Q: 3 clusters Score -241955.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -241961.187500 Penalty: 4108.612793
	Iteration 51Q: 3 clusters Score -241961.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -241964.265625 Penalty: 4108.612793
	Iteration 52Q: 3 clusters Score -241964.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -241966.671875 Penalty: 4108.612793
	Iteration 53Q: 3 clusters Score -241966.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -241971.062500 Penalty: 4108.612793
	Iteration 54Q: 3 clusters Score -241971.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -241976.015625 Penalty: 4108.612793
	Iteration 55Q: 3 clusters Score -241976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -241981.812500 Penalty: 4108.612793
	Iteration 56Q: 3 clusters Score -241981.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -241986.531250 Penalty: 4108.612793
	Iteration 57Q: 3 clusters Score -241986.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -241989.234375 Penalty: 4108.612793
	Iteration 58Q: 3 clusters Score -241989.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -241990.484375 Penalty: 4108.612793
	Iteration 59Q: 3 clusters Score -241990.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -241991.000000 Penalty: 4108.612793
	Iteration 60F: 3 clusters Score -241991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -241991.453125 Penalty: 4108.612793
	Iteration 61Q: 3 clusters Score -241991.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -241992.203125 Penalty: 4108.612793
	Iteration 62Q: 3 clusters Score -241992.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -241993.359375 Penalty: 4108.612793
	Iteration 63Q: 3 clusters Score -241993.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -241993.703125 Penalty: 4108.612793
	Iteration 64Q: 3 clusters Score -241993.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -241994.062500 Penalty: 4108.612793
	Iteration 65Q: 3 clusters Score -241994.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -241995.218750 Penalty: 4108.612793
	Iteration 66Q: 3 clusters Score -241995.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -241996.906250 Penalty: 4108.612793
	Iteration 67Q: 3 clusters Score -241996.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -241996.906250 Penalty: 4108.612793
	Iteration 68F: 3 clusters Score -241996.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Entering Unmasked Estep 
Score: -2811950.000000 Penalty: 2599.273926
	Iteration 0F: 2 clusters Score -2811950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2787624.750000 Penalty: 5198.547852
	Iteration 0F: 3 clusters Score -2787625 nChanged 16079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2796458.250000 Penalty: 5198.547852
	Iteration 1F: 3 clusters Score -2796458 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2796873.000000 Penalty: 5198.547852
	Iteration 2Q: 3 clusters Score -2796873 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2797228.750000 Penalty: 5198.547852
	Iteration 3Q: 3 clusters Score -2797229 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2797589.250000 Penalty: 5198.547852
	Iteration 4Q: 3 clusters Score -2797589 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2797983.500000 Penalty: 5198.547852
	Iteration 5Q: 3 clusters Score -2797984 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2798471.000000 Penalty: 5198.547852
	Iteration 6Q: 3 clusters Score -2798471 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2799125.750000 Penalty: 5198.547852
	Iteration 7Q: 3 clusters Score -2799126 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2800141.750000 Penalty: 5198.547852
	Iteration 8Q: 3 clusters Score -2800142 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2801588.000000 Penalty: 5198.547852
	Iteration 9F: 3 clusters Score -2801588 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2803469.750000 Penalty: 5198.547852
	Iteration 10F: 3 clusters Score -2803470 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2805693.000000 Penalty: 5198.547852
	Iteration 11F: 3 clusters Score -2805693 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2807579.750000 Penalty: 5198.547852
	Iteration 12F: 3 clusters Score -2807580 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2808666.000000 Penalty: 5198.547852
	Iteration 13Q: 3 clusters Score -2808666 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2809187.500000 Penalty: 5198.547852
	Iteration 14Q: 3 clusters Score -2809188 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2809429.000000 Penalty: 5198.547852
	Iteration 15Q: 3 clusters Score -2809429 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2809539.500000 Penalty: 5198.547852
	Iteration 16Q: 3 clusters Score -2809540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2809598.250000 Penalty: 5198.547852
	Iteration 17Q: 3 clusters Score -2809598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2809629.250000 Penalty: 5198.547852
	Iteration 18Q: 3 clusters Score -2809629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2809644.750000 Penalty: 5198.547852
	Iteration 19Q: 3 clusters Score -2809645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2809669.250000 Penalty: 5198.547852
	Iteration 20F: 3 clusters Score -2809669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2809676.000000 Penalty: 5198.547852
	Iteration 21Q: 3 clusters Score -2809676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2809691.500000 Penalty: 5198.547852
	Iteration 22Q: 3 clusters Score -2809692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2809701.000000 Penalty: 5198.547852
	Iteration 23Q: 3 clusters Score -2809701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2809707.500000 Penalty: 5198.547852
	Iteration 24Q: 3 clusters Score -2809708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2809711.250000 Penalty: 5198.547852
	Iteration 25Q: 3 clusters Score -2809711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2809711.250000 Penalty: 5198.547852
	Iteration 26F: 3 clusters Score -2809711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (304805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304805 members 
Entering Unmasked Estep 
Score: -22755642.000000 Penalty: 3131.601807
	Iteration 0F: 2 clusters Score -2.275564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152070 members 
Mstep: Class 2 contains 152735 members 
Entering Unmasked Estep 
Score: -22550866.000000 Penalty: 6263.203613
	Iteration 0F: 3 clusters Score -2.255087e+07 nChanged 147885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143891 members 
Mstep: Class 2 contains 160914 members 
Entering Unmasked Estep 
Score: -22638980.000000 Penalty: 6263.203613
	Iteration 1F: 3 clusters Score -2.263898e+07 nChanged 10581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138612 members 
Mstep: Class 2 contains 166193 members 
Entering Unmasked Estep 
Score: -22642890.000000 Penalty: 6263.203613
	Iteration 2Q: 3 clusters Score -2.264289e+07 nChanged 13612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130524 members 
Mstep: Class 2 contains 174281 members 
Entering Unmasked Estep 
Score: -22648726.000000 Penalty: 6263.203613
	Iteration 3Q: 3 clusters Score -2.264873e+07 nChanged 17693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118779 members 
Mstep: Class 2 contains 186026 members 
Entering Unmasked Estep 
Score: -22658586.000000 Penalty: 6263.203613
	Iteration 4F: 3 clusters Score -2.265859e+07 nChanged 21886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103251 members 
Mstep: Class 2 contains 201554 members 
Entering Unmasked Estep 
Score: -22674434.000000 Penalty: 6263.203613
	Iteration 5F: 3 clusters Score -2.267443e+07 nChanged 23725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85866 members 
Mstep: Class 2 contains 218939 members 
Entering Unmasked Estep 
Score: -22695042.000000 Penalty: 6263.203613
	Iteration 6F: 3 clusters Score -2.269504e+07 nChanged 20824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71450 members 
Mstep: Class 2 contains 233355 members 
Entering Unmasked Estep 
Score: -22716108.000000 Penalty: 6263.203613
	Iteration 7F: 3 clusters Score -2.271611e+07 nChanged 15191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63149 members 
Mstep: Class 2 contains 241656 members 
Entering Unmasked Estep 
Score: -22731086.000000 Penalty: 6263.203613
	Iteration 8Q: 3 clusters Score -2.273109e+07 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58458 members 
Mstep: Class 2 contains 246347 members 
Entering Unmasked Estep 
Score: -22738062.000000 Penalty: 6263.203613
	Iteration 9Q: 3 clusters Score -2.273806e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55190 members 
Mstep: Class 2 contains 249615 members 
Entering Unmasked Estep 
Score: -22741656.000000 Penalty: 6263.203613
	Iteration 10Q: 3 clusters Score -2.274166e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52680 members 
Mstep: Class 2 contains 252125 members 
Entering Unmasked Estep 
Score: -22743978.000000 Penalty: 6263.203613
	Iteration 11Q: 3 clusters Score -2.274398e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 254098 members 
Entering Unmasked Estep 
Score: -22745264.000000 Penalty: 6263.203613
	Iteration 12Q: 3 clusters Score -2.274526e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 255695 members 
Entering Unmasked Estep 
Score: -22746236.000000 Penalty: 6263.203613
	Iteration 13Q: 3 clusters Score -2.274624e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 257052 members 
Entering Unmasked Estep 
Score: -22746734.000000 Penalty: 6263.203613
	Iteration 14Q: 3 clusters Score -2.274673e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 258260 members 
Entering Unmasked Estep 
Score: -22747290.000000 Penalty: 6263.203613
	Iteration 15Q: 3 clusters Score -2.274729e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 259314 members 
Entering Unmasked Estep 
Score: -22747548.000000 Penalty: 6263.203613
	Iteration 16Q: 3 clusters Score -2.274755e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 260358 members 
Entering Unmasked Estep 
Score: -22747820.000000 Penalty: 6263.203613
	Iteration 17Q: 3 clusters Score -2.274782e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 261306 members 
Entering Unmasked Estep 
Score: -22748030.000000 Penalty: 6263.203613
	Iteration 18Q: 3 clusters Score -2.274803e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 262265 members 
Entering Unmasked Estep 
Score: -22748272.000000 Penalty: 6263.203613
	Iteration 19Q: 3 clusters Score -2.274827e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 263256 members 
Entering Unmasked Estep 
Score: -22748380.000000 Penalty: 6263.203613
	Iteration 20F: 3 clusters Score -2.274838e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 264210 members 
Entering Unmasked Estep 
Score: -22748530.000000 Penalty: 6263.203613
	Iteration 21Q: 3 clusters Score -2.274853e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 265149 members 
Entering Unmasked Estep 
Score: -22748646.000000 Penalty: 6263.203613
	Iteration 22Q: 3 clusters Score -2.274865e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 266091 members 
Entering Unmasked Estep 
Score: -22748758.000000 Penalty: 6263.203613
	Iteration 23Q: 3 clusters Score -2.274876e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 267082 members 
Entering Unmasked Estep 
Score: -22748848.000000 Penalty: 6263.203613
	Iteration 24Q: 3 clusters Score -2.274885e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 268087 members 
Entering Unmasked Estep 
Score: -22748906.000000 Penalty: 6263.203613
	Iteration 25Q: 3 clusters Score -2.274891e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 269084 members 
Entering Unmasked Estep 
Score: -22749076.000000 Penalty: 6263.203613
	Iteration 26Q: 3 clusters Score -2.274908e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 270103 members 
Entering Unmasked Estep 
Score: -22749196.000000 Penalty: 6263.203613
	Iteration 27Q: 3 clusters Score -2.27492e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 271119 members 
Entering Unmasked Estep 
Score: -22749442.000000 Penalty: 6263.203613
	Iteration 28Q: 3 clusters Score -2.274944e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 272145 members 
Entering Unmasked Estep 
Score: -22749618.000000 Penalty: 6263.203613
	Iteration 29Q: 3 clusters Score -2.274962e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 273144 members 
Entering Unmasked Estep 
Score: -22749666.000000 Penalty: 6263.203613
	Iteration 30Q: 3 clusters Score -2.274967e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 274113 members 
Entering Unmasked Estep 
Score: -22749826.000000 Penalty: 6263.203613
	Iteration 31Q: 3 clusters Score -2.274983e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 275112 members 
Entering Unmasked Estep 
Score: -22749970.000000 Penalty: 6263.203613
	Iteration 32Q: 3 clusters Score -2.274997e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 276076 members 
Entering Unmasked Estep 
Score: -22750040.000000 Penalty: 6263.203613
	Iteration 33Q: 3 clusters Score -2.275004e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 277065 members 
Entering Unmasked Estep 
Score: -22750214.000000 Penalty: 6263.203613
	Iteration 34Q: 3 clusters Score -2.275021e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 278040 members 
Entering Unmasked Estep 
Score: -22750266.000000 Penalty: 6263.203613
	Iteration 35Q: 3 clusters Score -2.275027e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 278988 members 
Entering Unmasked Estep 
Score: -22750448.000000 Penalty: 6263.203613
	Iteration 36Q: 3 clusters Score -2.275045e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 279926 members 
Entering Unmasked Estep 
Score: -22750726.000000 Penalty: 6263.203613
	Iteration 37Q: 3 clusters Score -2.275073e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 280862 members 
Entering Unmasked Estep 
Score: -22750882.000000 Penalty: 6263.203613
	Iteration 38Q: 3 clusters Score -2.275088e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 281800 members 
Entering Unmasked Estep 
Score: -22751042.000000 Penalty: 6263.203613
	Iteration 39Q: 3 clusters Score -2.275104e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 282719 members 
Entering Unmasked Estep 
Score: -22751266.000000 Penalty: 6263.203613
	Iteration 40F: 3 clusters Score -2.275127e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 283633 members 
Entering Unmasked Estep 
Score: -22751386.000000 Penalty: 6263.203613
	Iteration 41Q: 3 clusters Score -2.275139e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 284432 members 
Entering Unmasked Estep 
Score: -22751532.000000 Penalty: 6263.203613
	Iteration 42Q: 3 clusters Score -2.275153e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 285216 members 
Entering Unmasked Estep 
Score: -22751680.000000 Penalty: 6263.203613
	Iteration 43Q: 3 clusters Score -2.275168e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 285933 members 
Entering Unmasked Estep 
Score: -22751774.000000 Penalty: 6263.203613
	Iteration 44Q: 3 clusters Score -2.275177e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 286632 members 
Entering Unmasked Estep 
Score: -22751874.000000 Penalty: 6263.203613
	Iteration 45Q: 3 clusters Score -2.275187e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 287343 members 
Entering Unmasked Estep 
Score: -22751900.000000 Penalty: 6263.203613
	Iteration 46Q: 3 clusters Score -2.27519e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 288025 members 
Entering Unmasked Estep 
Score: -22752096.000000 Penalty: 6263.203613
	Iteration 47Q: 3 clusters Score -2.27521e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 288697 members 
Entering Unmasked Estep 
Score: -22752236.000000 Penalty: 6263.203613
	Iteration 48Q: 3 clusters Score -2.275224e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 289305 members 
Entering Unmasked Estep 
Score: -22752286.000000 Penalty: 6263.203613
	Iteration 49Q: 3 clusters Score -2.275229e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 289875 members 
Entering Unmasked Estep 
Score: -22752398.000000 Penalty: 6263.203613
	Iteration 50Q: 3 clusters Score -2.27524e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 290400 members 
Entering Unmasked Estep 
Score: -22752494.000000 Penalty: 6263.203613
	Iteration 51Q: 3 clusters Score -2.275249e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 290932 members 
Entering Unmasked Estep 
Score: -22752586.000000 Penalty: 6263.203613
	Iteration 52Q: 3 clusters Score -2.275259e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 291463 members 
Entering Unmasked Estep 
Score: -22752692.000000 Penalty: 6263.203613
	Iteration 53Q: 3 clusters Score -2.275269e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 291991 members 
Entering Unmasked Estep 
Score: -22752790.000000 Penalty: 6263.203613
	Iteration 54Q: 3 clusters Score -2.275279e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 292469 members 
Entering Unmasked Estep 
Score: -22752854.000000 Penalty: 6263.203613
	Iteration 55Q: 3 clusters Score -2.275285e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 292954 members 
Entering Unmasked Estep 
Score: -22752948.000000 Penalty: 6263.203613
	Iteration 56Q: 3 clusters Score -2.275295e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 293392 members 
Entering Unmasked Estep 
Score: -22753028.000000 Penalty: 6263.203613
	Iteration 57Q: 3 clusters Score -2.275303e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 293818 members 
Entering Unmasked Estep 
Score: -22753034.000000 Penalty: 6263.203613
	Iteration 58Q: 3 clusters Score -2.275303e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 294218 members 
Entering Unmasked Estep 
Score: -22753074.000000 Penalty: 6263.203613
	Iteration 59Q: 3 clusters Score -2.275307e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 294586 members 
Entering Unmasked Estep 
Score: -22753086.000000 Penalty: 6263.203613
	Iteration 60F: 3 clusters Score -2.275309e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 294945 members 
Entering Unmasked Estep 
Score: -22753156.000000 Penalty: 6263.203613
	Iteration 61Q: 3 clusters Score -2.275316e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 295277 members 
Entering Unmasked Estep 
Score: -22753236.000000 Penalty: 6263.203613
	Iteration 62Q: 3 clusters Score -2.275324e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 295573 members 
Entering Unmasked Estep 
Score: -22753310.000000 Penalty: 6263.203613
	Iteration 63Q: 3 clusters Score -2.275331e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 295840 members 
Entering Unmasked Estep 
Score: -22753296.000000 Penalty: 6263.203613
	Iteration 64Q: 3 clusters Score -2.27533e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 296106 members 
Entering Unmasked Estep 
Score: -22753388.000000 Penalty: 6263.203613
	Iteration 65Q: 3 clusters Score -2.275339e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 296357 members 
Entering Unmasked Estep 
Score: -22753380.000000 Penalty: 6263.203613
	Iteration 66Q: 3 clusters Score -2.275338e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 296585 members 
Entering Unmasked Estep 
Score: -22753436.000000 Penalty: 6263.203613
	Iteration 67Q: 3 clusters Score -2.275344e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 296795 members 
Entering Unmasked Estep 
Score: -22753480.000000 Penalty: 6263.203613
	Iteration 68Q: 3 clusters Score -2.275348e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 297027 members 
Entering Unmasked Estep 
Score: -22753462.000000 Penalty: 6263.203613
	Iteration 69Q: 3 clusters Score -2.275346e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 297212 members 
Entering Unmasked Estep 
Score: -22753484.000000 Penalty: 6263.203613
	Iteration 70Q: 3 clusters Score -2.275348e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 297382 members 
Entering Unmasked Estep 
Score: -22753518.000000 Penalty: 6263.203613
	Iteration 71Q: 3 clusters Score -2.275352e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 297550 members 
Entering Unmasked Estep 
Score: -22753472.000000 Penalty: 6263.203613
	Iteration 72Q: 3 clusters Score -2.275347e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 297734 members 
Entering Unmasked Estep 
Score: -22753460.000000 Penalty: 6263.203613
	Iteration 73Q: 3 clusters Score -2.275346e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 297890 members 
Entering Unmasked Estep 
Score: -22753478.000000 Penalty: 6263.203613
	Iteration 74Q: 3 clusters Score -2.275348e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 298045 members 
Entering Unmasked Estep 
Score: -22753536.000000 Penalty: 6263.203613
	Iteration 75Q: 3 clusters Score -2.275354e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 298179 members 
Entering Unmasked Estep 
Score: -22753504.000000 Penalty: 6263.203613
	Iteration 76Q: 3 clusters Score -2.27535e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 298319 members 
Entering Unmasked Estep 
Score: -22753522.000000 Penalty: 6263.203613
	Iteration 77Q: 3 clusters Score -2.275352e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 298460 members 
Entering Unmasked Estep 
Score: -22753522.000000 Penalty: 6263.203613
	Iteration 78Q: 3 clusters Score -2.275352e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 298601 members 
Entering Unmasked Estep 
Score: -22753596.000000 Penalty: 6263.203613
	Iteration 79Q: 3 clusters Score -2.27536e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 298729 members 
Entering Unmasked Estep 
Score: -22753596.000000 Penalty: 6263.203613
	Iteration 80F: 3 clusters Score -2.27536e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 298847 members 
Entering Unmasked Estep 
Score: -22753612.000000 Penalty: 6263.203613
	Iteration 81Q: 3 clusters Score -2.275361e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 298940 members 
Entering Unmasked Estep 
Score: -22753634.000000 Penalty: 6263.203613
	Iteration 82Q: 3 clusters Score -2.275363e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 299035 members 
Entering Unmasked Estep 
Score: -22753644.000000 Penalty: 6263.203613
	Iteration 83Q: 3 clusters Score -2.275364e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 299124 members 
Entering Unmasked Estep 
Score: -22753652.000000 Penalty: 6263.203613
	Iteration 84Q: 3 clusters Score -2.275365e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 299197 members 
Entering Unmasked Estep 
Score: -22753670.000000 Penalty: 6263.203613
	Iteration 85Q: 3 clusters Score -2.275367e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 299264 members 
Entering Unmasked Estep 
Score: -22753646.000000 Penalty: 6263.203613
	Iteration 86Q: 3 clusters Score -2.275365e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 299312 members 
Entering Unmasked Estep 
Score: -22753672.000000 Penalty: 6263.203613
	Iteration 87Q: 3 clusters Score -2.275367e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 299350 members 
Entering Unmasked Estep 
Score: -22753664.000000 Penalty: 6263.203613
	Iteration 88Q: 3 clusters Score -2.275366e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 299384 members 
Entering Unmasked Estep 
Score: -22753712.000000 Penalty: 6263.203613
	Iteration 89Q: 3 clusters Score -2.275371e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 299427 members 
Entering Unmasked Estep 
Score: -22753716.000000 Penalty: 6263.203613
	Iteration 90Q: 3 clusters Score -2.275372e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 299469 members 
Entering Unmasked Estep 
Score: -22753702.000000 Penalty: 6263.203613
	Iteration 91Q: 3 clusters Score -2.27537e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 299517 members 
Entering Unmasked Estep 
Score: -22753696.000000 Penalty: 6263.203613
	Iteration 92Q: 3 clusters Score -2.27537e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 299567 members 
Entering Unmasked Estep 
Score: -22753698.000000 Penalty: 6263.203613
	Iteration 93Q: 3 clusters Score -2.27537e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 299614 members 
Entering Unmasked Estep 
Score: -22753700.000000 Penalty: 6263.203613
	Iteration 94Q: 3 clusters Score -2.27537e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 299657 members 
Entering Unmasked Estep 
Score: -22753730.000000 Penalty: 6263.203613
	Iteration 95Q: 3 clusters Score -2.275373e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 299702 members 
Entering Unmasked Estep 
Score: -22753722.000000 Penalty: 6263.203613
	Iteration 96Q: 3 clusters Score -2.275372e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 299730 members 
Entering Unmasked Estep 
Score: -22753750.000000 Penalty: 6263.203613
	Iteration 97Q: 3 clusters Score -2.275375e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 299760 members 
Entering Unmasked Estep 
Score: -22753724.000000 Penalty: 6263.203613
	Iteration 98Q: 3 clusters Score -2.275372e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 299789 members 
Entering Unmasked Estep 
Score: -22753730.000000 Penalty: 6263.203613
	Iteration 99Q: 3 clusters Score -2.275373e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 299816 members 
Entering Unmasked Estep 
Score: -22753714.000000 Penalty: 6263.203613
	Iteration 100F: 3 clusters Score -2.275371e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 299838 members 
Entering Unmasked Estep 
Score: -22753734.000000 Penalty: 6263.203613
	Iteration 101Q: 3 clusters Score -2.275373e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 299866 members 
Entering Unmasked Estep 
Score: -22753738.000000 Penalty: 6263.203613
	Iteration 102Q: 3 clusters Score -2.275374e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 299888 members 
Entering Unmasked Estep 
Score: -22753756.000000 Penalty: 6263.203613
	Iteration 103Q: 3 clusters Score -2.275376e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 299910 members 
Entering Unmasked Estep 
Score: -22753746.000000 Penalty: 6263.203613
	Iteration 104Q: 3 clusters Score -2.275375e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 299929 members 
Entering Unmasked Estep 
Score: -22753752.000000 Penalty: 6263.203613
	Iteration 105Q: 3 clusters Score -2.275375e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 299950 members 
Entering Unmasked Estep 
Score: -22753746.000000 Penalty: 6263.203613
	Iteration 106Q: 3 clusters Score -2.275375e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 299979 members 
Entering Unmasked Estep 
Score: -22753730.000000 Penalty: 6263.203613
	Iteration 107Q: 3 clusters Score -2.275373e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 300001 members 
Entering Unmasked Estep 
Score: -22753732.000000 Penalty: 6263.203613
	Iteration 108Q: 3 clusters Score -2.275373e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 300019 members 
Entering Unmasked Estep 
Score: -22753738.000000 Penalty: 6263.203613
	Iteration 109Q: 3 clusters Score -2.275374e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 300034 members 
Entering Unmasked Estep 
Score: -22753740.000000 Penalty: 6263.203613
	Iteration 110Q: 3 clusters Score -2.275374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 300045 members 
Entering Unmasked Estep 
Score: -22753754.000000 Penalty: 6263.203613
	Iteration 111Q: 3 clusters Score -2.275375e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 300056 members 
Entering Unmasked Estep 
Score: -22753758.000000 Penalty: 6263.203613
	Iteration 112Q: 3 clusters Score -2.275376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 300062 members 
Entering Unmasked Estep 
Score: -22753758.000000 Penalty: 6263.203613
	Iteration 113Q: 3 clusters Score -2.275376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 300065 members 
Entering Unmasked Estep 
Score: -22753752.000000 Penalty: 6263.203613
	Iteration 114Q: 3 clusters Score -2.275375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 300070 members 
Entering Unmasked Estep 
Score: -22753762.000000 Penalty: 6263.203613
	Iteration 115Q: 3 clusters Score -2.275376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 300073 members 
Entering Unmasked Estep 
Score: -22753756.000000 Penalty: 6263.203613
	Iteration 116Q: 3 clusters Score -2.275376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 300077 members 
Entering Unmasked Estep 
Score: -22753756.000000 Penalty: 6263.203613
	Iteration 117Q: 3 clusters Score -2.275376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 300078 members 
Entering Unmasked Estep 
Score: -22753750.000000 Penalty: 6263.203613
	Iteration 118Q: 3 clusters Score -2.275375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 300079 members 
Entering Unmasked Estep 
Score: -22753760.000000 Penalty: 6263.203613
	Iteration 119Q: 3 clusters Score -2.275376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 300079 members 
Entering Unmasked Estep 
Score: -22753760.000000 Penalty: 6263.203613
	Iteration 120F: 3 clusters Score -2.275376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Entering Unmasked Estep 
Score: -570769.375000 Penalty: 2212.024414
	Iteration 0F: 2 clusters Score -570769.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -564732.312500 Penalty: 4424.048828
	Iteration 0F: 3 clusters Score -564732.3 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -566280.375000 Penalty: 4424.048828
	Iteration 1F: 3 clusters Score -566280.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -566561.812500 Penalty: 4424.048828
	Iteration 2F: 3 clusters Score -566561.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -566791.312500 Penalty: 4424.048828
	Iteration 3Q: 3 clusters Score -566791.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -567032.375000 Penalty: 4424.048828
	Iteration 4Q: 3 clusters Score -567032.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -567248.062500 Penalty: 4424.048828
	Iteration 5Q: 3 clusters Score -567248.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -567435.687500 Penalty: 4424.048828
	Iteration 6Q: 3 clusters Score -567435.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -567592.187500 Penalty: 4424.048828
	Iteration 7Q: 3 clusters Score -567592.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -567742.000000 Penalty: 4424.048828
	Iteration 8Q: 3 clusters Score -567742 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -567888.437500 Penalty: 4424.048828
	Iteration 9Q: 3 clusters Score -567888.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -568004.500000 Penalty: 4424.048828
	Iteration 10Q: 3 clusters Score -568004.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -568109.000000 Penalty: 4424.048828
	Iteration 11Q: 3 clusters Score -568109 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -568209.562500 Penalty: 4424.048828
	Iteration 12Q: 3 clusters Score -568209.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -568309.875000 Penalty: 4424.048828
	Iteration 13Q: 3 clusters Score -568309.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -568403.562500 Penalty: 4424.048828
	Iteration 14Q: 3 clusters Score -568403.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -568507.812500 Penalty: 4424.048828
	Iteration 15Q: 3 clusters Score -568507.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -568624.125000 Penalty: 4424.048828
	Iteration 16Q: 3 clusters Score -568624.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -568748.562500 Penalty: 4424.048828
	Iteration 17Q: 3 clusters Score -568748.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -568861.562500 Penalty: 4424.048828
	Iteration 18Q: 3 clusters Score -568861.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -568953.687500 Penalty: 4424.048828
	Iteration 19Q: 3 clusters Score -568953.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -569030.437500 Penalty: 4424.048828
	Iteration 20F: 3 clusters Score -569030.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -569093.375000 Penalty: 4424.048828
	Iteration 21Q: 3 clusters Score -569093.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -569137.500000 Penalty: 4424.048828
	Iteration 22Q: 3 clusters Score -569137.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -569176.625000 Penalty: 4424.048828
	Iteration 23Q: 3 clusters Score -569176.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -569207.000000 Penalty: 4424.048828
	Iteration 24Q: 3 clusters Score -569207 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -569225.750000 Penalty: 4424.048828
	Iteration 25Q: 3 clusters Score -569225.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -569245.812500 Penalty: 4424.048828
	Iteration 26Q: 3 clusters Score -569245.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -569257.875000 Penalty: 4424.048828
	Iteration 27Q: 3 clusters Score -569257.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -569266.750000 Penalty: 4424.048828
	Iteration 28Q: 3 clusters Score -569266.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -569278.125000 Penalty: 4424.048828
	Iteration 29Q: 3 clusters Score -569278.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -569290.437500 Penalty: 4424.048828
	Iteration 30Q: 3 clusters Score -569290.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -569298.750000 Penalty: 4424.048828
	Iteration 31Q: 3 clusters Score -569298.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -569304.000000 Penalty: 4424.048828
	Iteration 32Q: 3 clusters Score -569304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -569307.812500 Penalty: 4424.048828
	Iteration 33Q: 3 clusters Score -569307.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -569311.750000 Penalty: 4424.048828
	Iteration 34Q: 3 clusters Score -569311.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -569313.875000 Penalty: 4424.048828
	Iteration 35Q: 3 clusters Score -569313.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -569315.875000 Penalty: 4424.048828
	Iteration 36Q: 3 clusters Score -569315.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -569315.812500 Penalty: 4424.048828
	Iteration 37Q: 3 clusters Score -569315.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -569317.500000 Penalty: 4424.048828
	Iteration 38Q: 3 clusters Score -569317.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -569316.437500 Penalty: 4424.048828
	Iteration 39Q: 3 clusters Score -569316.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -569316.812500 Penalty: 4424.048828
	Iteration 40F: 3 clusters Score -569316.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -569319.750000 Penalty: 4424.048828
	Iteration 41Q: 3 clusters Score -569319.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -569318.375000 Penalty: 4424.048828
	Iteration 42Q: 3 clusters Score -569318.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -569318.812500 Penalty: 4424.048828
	Iteration 43Q: 3 clusters Score -569318.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -569318.812500 Penalty: 4424.048828
	Iteration 44F: 3 clusters Score -569318.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Entering Unmasked Estep 
Score: -986885.312500 Penalty: 2346.487549
	Iteration 0F: 2 clusters Score -986885.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -977444.375000 Penalty: 4692.975098
	Iteration 0F: 3 clusters Score -977444.4 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -980503.625000 Penalty: 4692.975098
	Iteration 1F: 3 clusters Score -980503.6 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -980993.000000 Penalty: 4692.975098
	Iteration 2F: 3 clusters Score -980993 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -981541.812500 Penalty: 4692.975098
	Iteration 3F: 3 clusters Score -981541.8 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -982120.000000 Penalty: 4692.975098
	Iteration 4F: 3 clusters Score -982120 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -982661.812500 Penalty: 4692.975098
	Iteration 5F: 3 clusters Score -982661.8 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -983146.125000 Penalty: 4692.975098
	Iteration 6F: 3 clusters Score -983146.1 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -983572.812500 Penalty: 4692.975098
	Iteration 7F: 3 clusters Score -983572.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -983853.125000 Penalty: 4692.975098
	Iteration 8Q: 3 clusters Score -983853.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -984042.562500 Penalty: 4692.975098
	Iteration 9Q: 3 clusters Score -984042.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -984181.937500 Penalty: 4692.975098
	Iteration 10Q: 3 clusters Score -984181.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -984296.062500 Penalty: 4692.975098
	Iteration 11Q: 3 clusters Score -984296.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -984383.562500 Penalty: 4692.975098
	Iteration 12Q: 3 clusters Score -984383.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -984461.312500 Penalty: 4692.975098
	Iteration 13Q: 3 clusters Score -984461.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -984522.750000 Penalty: 4692.975098
	Iteration 14Q: 3 clusters Score -984522.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -984593.875000 Penalty: 4692.975098
	Iteration 15Q: 3 clusters Score -984593.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -984642.375000 Penalty: 4692.975098
	Iteration 16Q: 3 clusters Score -984642.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -984677.500000 Penalty: 4692.975098
	Iteration 17Q: 3 clusters Score -984677.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -984710.375000 Penalty: 4692.975098
	Iteration 18Q: 3 clusters Score -984710.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -984738.250000 Penalty: 4692.975098
	Iteration 19Q: 3 clusters Score -984738.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -984766.750000 Penalty: 4692.975098
	Iteration 20F: 3 clusters Score -984766.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -984788.125000 Penalty: 4692.975098
	Iteration 21Q: 3 clusters Score -984788.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -984813.000000 Penalty: 4692.975098
	Iteration 22Q: 3 clusters Score -984813 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -984840.687500 Penalty: 4692.975098
	Iteration 23Q: 3 clusters Score -984840.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -984856.687500 Penalty: 4692.975098
	Iteration 24Q: 3 clusters Score -984856.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -984870.687500 Penalty: 4692.975098
	Iteration 25Q: 3 clusters Score -984870.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -984888.375000 Penalty: 4692.975098
	Iteration 26Q: 3 clusters Score -984888.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -984900.062500 Penalty: 4692.975098
	Iteration 27Q: 3 clusters Score -984900.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -984908.062500 Penalty: 4692.975098
	Iteration 28Q: 3 clusters Score -984908.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -984913.375000 Penalty: 4692.975098
	Iteration 29Q: 3 clusters Score -984913.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -984917.625000 Penalty: 4692.975098
	Iteration 30Q: 3 clusters Score -984917.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -984918.125000 Penalty: 4692.975098
	Iteration 31Q: 3 clusters Score -984918.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -984920.562500 Penalty: 4692.975098
	Iteration 32Q: 3 clusters Score -984920.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -984920.562500 Penalty: 4692.975098
	Iteration 33Q: 3 clusters Score -984920.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -984921.625000 Penalty: 4692.975098
	Iteration 34Q: 3 clusters Score -984921.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -984922.750000 Penalty: 4692.975098
	Iteration 35Q: 3 clusters Score -984922.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -984922.625000 Penalty: 4692.975098
	Iteration 36Q: 3 clusters Score -984922.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -984923.625000 Penalty: 4692.975098
	Iteration 37Q: 3 clusters Score -984923.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -984923.625000 Penalty: 4692.975098
	Iteration 38F: 3 clusters Score -984923.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (53648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53648 members 
Entering Unmasked Estep 
Score: -4104809.250000 Penalty: 2700.769531
	Iteration 0F: 2 clusters Score -4104809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -4068795.750000 Penalty: 5401.539062
	Iteration 0F: 3 clusters Score -4068796 nChanged 24864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -4082239.500000 Penalty: 5401.539062
	Iteration 1F: 3 clusters Score -4082240 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -4082772.250000 Penalty: 5401.539062
	Iteration 2Q: 3 clusters Score -4082772 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -4083250.250000 Penalty: 5401.539062
	Iteration 3Q: 3 clusters Score -4083250 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -4083671.000000 Penalty: 5401.539062
	Iteration 4Q: 3 clusters Score -4083671 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -4084103.750000 Penalty: 5401.539062
	Iteration 5Q: 3 clusters Score -4084104 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -4084523.750000 Penalty: 5401.539062
	Iteration 6Q: 3 clusters Score -4084524 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -4084959.500000 Penalty: 5401.539062
	Iteration 7Q: 3 clusters Score -4084960 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -4085477.750000 Penalty: 5401.539062
	Iteration 8Q: 3 clusters Score -4085478 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -4086012.000000 Penalty: 5401.539062
	Iteration 9Q: 3 clusters Score -4086012 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -4086732.250000 Penalty: 5401.539062
	Iteration 10Q: 3 clusters Score -4086732 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -4087643.000000 Penalty: 5401.539062
	Iteration 11Q: 3 clusters Score -4087643 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -4088764.250000 Penalty: 5401.539062
	Iteration 12Q: 3 clusters Score -4088764 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -4090089.750000 Penalty: 5401.539062
	Iteration 13Q: 3 clusters Score -4090090 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -4091611.000000 Penalty: 5401.539062
	Iteration 14Q: 3 clusters Score -4091611 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -4093234.000000 Penalty: 5401.539062
	Iteration 15Q: 3 clusters Score -4093234 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -4094845.000000 Penalty: 5401.539062
	Iteration 16Q: 3 clusters Score -4094845 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -4096310.250000 Penalty: 5401.539062
	Iteration 17Q: 3 clusters Score -4096310 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -4097778.000000 Penalty: 5401.539062
	Iteration 18Q: 3 clusters Score -4097778 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -4099050.750000 Penalty: 5401.539062
	Iteration 19Q: 3 clusters Score -4099051 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -4100109.250000 Penalty: 5401.539062
	Iteration 20F: 3 clusters Score -4100109 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -4100882.250000 Penalty: 5401.539062
	Iteration 21Q: 3 clusters Score -4100882 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -4101438.250000 Penalty: 5401.539062
	Iteration 22Q: 3 clusters Score -4101438 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -4101814.000000 Penalty: 5401.539062
	Iteration 23Q: 3 clusters Score -4101814 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51582 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4102053.750000 Penalty: 5401.539062
	Iteration 24Q: 3 clusters Score -4102054 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4102231.750000 Penalty: 5401.539062
	Iteration 25Q: 3 clusters Score -4102232 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52099 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4102350.000000 Penalty: 5401.539062
	Iteration 26Q: 3 clusters Score -4102350 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52235 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4102430.500000 Penalty: 5401.539062
	Iteration 27Q: 3 clusters Score -4102430 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4102493.250000 Penalty: 5401.539062
	Iteration 28Q: 3 clusters Score -4102493 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52423 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4102539.250000 Penalty: 5401.539062
	Iteration 29Q: 3 clusters Score -4102539 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4102566.000000 Penalty: 5401.539062
	Iteration 30Q: 3 clusters Score -4102566 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4102592.750000 Penalty: 5401.539062
	Iteration 31Q: 3 clusters Score -4102593 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4102609.500000 Penalty: 5401.539062
	Iteration 32Q: 3 clusters Score -4102610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4102615.000000 Penalty: 5401.539062
	Iteration 33Q: 3 clusters Score -4102615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4102624.250000 Penalty: 5401.539062
	Iteration 34Q: 3 clusters Score -4102624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4102626.500000 Penalty: 5401.539062
	Iteration 35Q: 3 clusters Score -4102626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52633 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4102621.750000 Penalty: 5401.539062
	Iteration 36Q: 3 clusters Score -4102622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52643 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4102628.000000 Penalty: 5401.539062
	Iteration 37Q: 3 clusters Score -4102628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52650 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4102637.500000 Penalty: 5401.539062
	Iteration 38Q: 3 clusters Score -4102638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52653 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4102642.250000 Penalty: 5401.539062
	Iteration 39Q: 3 clusters Score -4102642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4102638.750000 Penalty: 5401.539062
	Iteration 40F: 3 clusters Score -4102639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4102640.750000 Penalty: 5401.539062
	Iteration 41Q: 3 clusters Score -4102641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4102641.750000 Penalty: 5401.539062
	Iteration 42Q: 3 clusters Score -4102642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4102644.250000 Penalty: 5401.539062
	Iteration 43Q: 3 clusters Score -4102644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4102642.500000 Penalty: 5401.539062
	Iteration 44Q: 3 clusters Score -4102642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4102647.500000 Penalty: 5401.539062
	Iteration 45Q: 3 clusters Score -4102648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52672 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4102647.500000 Penalty: 5401.539062
	Iteration 46Q: 3 clusters Score -4102648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52675 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4102655.750000 Penalty: 5401.539062
	Iteration 47Q: 3 clusters Score -4102656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52681 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4102659.000000 Penalty: 5401.539062
	Iteration 48Q: 3 clusters Score -4102659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4102657.500000 Penalty: 5401.539062
	Iteration 49Q: 3 clusters Score -4102658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52686 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4102659.750000 Penalty: 5401.539062
	Iteration 50Q: 3 clusters Score -4102660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52687 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4102659.750000 Penalty: 5401.539062
	Iteration 51Q: 3 clusters Score -4102660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4102661.750000 Penalty: 5401.539062
	Iteration 52Q: 3 clusters Score -4102662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4102661.750000 Penalty: 5401.539062
	Iteration 53F: 3 clusters Score -4102662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Entering Unmasked Estep 
Score: -346342.812500 Penalty: 2110.521973
	Iteration 0F: 2 clusters Score -346342.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -341900.937500 Penalty: 4221.043945
	Iteration 0F: 3 clusters Score -341900.9 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -343116.531250 Penalty: 4221.043945
	Iteration 1F: 3 clusters Score -343116.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -343379.156250 Penalty: 4221.043945
	Iteration 2F: 3 clusters Score -343379.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -343589.625000 Penalty: 4221.043945
	Iteration 3F: 3 clusters Score -343589.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -343773.843750 Penalty: 4221.043945
	Iteration 4Q: 3 clusters Score -343773.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -343920.343750 Penalty: 4221.043945
	Iteration 5Q: 3 clusters Score -343920.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -344054.218750 Penalty: 4221.043945
	Iteration 6Q: 3 clusters Score -344054.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -344185.812500 Penalty: 4221.043945
	Iteration 7Q: 3 clusters Score -344185.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -344299.312500 Penalty: 4221.043945
	Iteration 8Q: 3 clusters Score -344299.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -344388.093750 Penalty: 4221.043945
	Iteration 9Q: 3 clusters Score -344388.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -344447.312500 Penalty: 4221.043945
	Iteration 10Q: 3 clusters Score -344447.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -344491.125000 Penalty: 4221.043945
	Iteration 11Q: 3 clusters Score -344491.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -344533.625000 Penalty: 4221.043945
	Iteration 12Q: 3 clusters Score -344533.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -344570.937500 Penalty: 4221.043945
	Iteration 13Q: 3 clusters Score -344570.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -344603.250000 Penalty: 4221.043945
	Iteration 14Q: 3 clusters Score -344603.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -344625.250000 Penalty: 4221.043945
	Iteration 15Q: 3 clusters Score -344625.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -344641.062500 Penalty: 4221.043945
	Iteration 16Q: 3 clusters Score -344641.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -344659.093750 Penalty: 4221.043945
	Iteration 17Q: 3 clusters Score -344659.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -344675.812500 Penalty: 4221.043945
	Iteration 18Q: 3 clusters Score -344675.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -344687.531250 Penalty: 4221.043945
	Iteration 19Q: 3 clusters Score -344687.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -344697.562500 Penalty: 4221.043945
	Iteration 20F: 3 clusters Score -344697.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -344705.187500 Penalty: 4221.043945
	Iteration 21Q: 3 clusters Score -344705.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -344715.375000 Penalty: 4221.043945
	Iteration 22Q: 3 clusters Score -344715.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -344727.468750 Penalty: 4221.043945
	Iteration 23Q: 3 clusters Score -344727.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -344738.093750 Penalty: 4221.043945
	Iteration 24Q: 3 clusters Score -344738.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -344745.375000 Penalty: 4221.043945
	Iteration 25Q: 3 clusters Score -344745.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -344751.937500 Penalty: 4221.043945
	Iteration 26Q: 3 clusters Score -344751.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -344758.875000 Penalty: 4221.043945
	Iteration 27Q: 3 clusters Score -344758.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -344764.250000 Penalty: 4221.043945
	Iteration 28Q: 3 clusters Score -344764.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -344767.968750 Penalty: 4221.043945
	Iteration 29Q: 3 clusters Score -344768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -344772.343750 Penalty: 4221.043945
	Iteration 30Q: 3 clusters Score -344772.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -344774.468750 Penalty: 4221.043945
	Iteration 31Q: 3 clusters Score -344774.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -344776.750000 Penalty: 4221.043945
	Iteration 32Q: 3 clusters Score -344776.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -344779.906250 Penalty: 4221.043945
	Iteration 33Q: 3 clusters Score -344779.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -344782.250000 Penalty: 4221.043945
	Iteration 34Q: 3 clusters Score -344782.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -344783.062500 Penalty: 4221.043945
	Iteration 35Q: 3 clusters Score -344783.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -344786.187500 Penalty: 4221.043945
	Iteration 36Q: 3 clusters Score -344786.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -344788.000000 Penalty: 4221.043945
	Iteration 37Q: 3 clusters Score -344788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -344788.031250 Penalty: 4221.043945
	Iteration 38Q: 3 clusters Score -344788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -344788.750000 Penalty: 4221.043945
	Iteration 39Q: 3 clusters Score -344788.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -344788.750000 Penalty: 4221.043945
	Iteration 40F: 3 clusters Score -344788.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Entering Unmasked Estep 
Score: -734856.875000 Penalty: 2288.027832
	Iteration 0F: 2 clusters Score -734856.9 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 5004 members 
Entering Unmasked Estep 
Score: -727117.812500 Penalty: 4576.055664
	Iteration 0F: 3 clusters Score -727117.8 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -729539.375000 Penalty: 4576.055664
	Iteration 1F: 3 clusters Score -729539.4 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -730051.437500 Penalty: 4576.055664
	Iteration 2F: 3 clusters Score -730051.4 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -730558.875000 Penalty: 4576.055664
	Iteration 3F: 3 clusters Score -730558.9 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -731003.000000 Penalty: 4576.055664
	Iteration 4F: 3 clusters Score -731003 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -731343.000000 Penalty: 4576.055664
	Iteration 5F: 3 clusters Score -731343 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -731623.687500 Penalty: 4576.055664
	Iteration 6Q: 3 clusters Score -731623.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -731879.437500 Penalty: 4576.055664
	Iteration 7Q: 3 clusters Score -731879.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -732103.375000 Penalty: 4576.055664
	Iteration 8Q: 3 clusters Score -732103.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -732301.812500 Penalty: 4576.055664
	Iteration 9Q: 3 clusters Score -732301.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -732469.875000 Penalty: 4576.055664
	Iteration 10Q: 3 clusters Score -732469.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -732631.125000 Penalty: 4576.055664
	Iteration 11Q: 3 clusters Score -732631.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -732779.000000 Penalty: 4576.055664
	Iteration 12Q: 3 clusters Score -732779 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -732906.062500 Penalty: 4576.055664
	Iteration 13Q: 3 clusters Score -732906.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -733019.625000 Penalty: 4576.055664
	Iteration 14Q: 3 clusters Score -733019.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -733105.812500 Penalty: 4576.055664
	Iteration 15Q: 3 clusters Score -733105.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -733175.500000 Penalty: 4576.055664
	Iteration 16Q: 3 clusters Score -733175.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -733239.812500 Penalty: 4576.055664
	Iteration 17Q: 3 clusters Score -733239.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -733290.687500 Penalty: 4576.055664
	Iteration 18Q: 3 clusters Score -733290.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -733331.000000 Penalty: 4576.055664
	Iteration 19Q: 3 clusters Score -733331 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -733366.500000 Penalty: 4576.055664
	Iteration 20F: 3 clusters Score -733366.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -733392.000000 Penalty: 4576.055664
	Iteration 21Q: 3 clusters Score -733392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -733415.187500 Penalty: 4576.055664
	Iteration 22Q: 3 clusters Score -733415.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -733431.312500 Penalty: 4576.055664
	Iteration 23Q: 3 clusters Score -733431.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -733443.750000 Penalty: 4576.055664
	Iteration 24Q: 3 clusters Score -733443.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -733448.562500 Penalty: 4576.055664
	Iteration 25Q: 3 clusters Score -733448.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -733451.562500 Penalty: 4576.055664
	Iteration 26Q: 3 clusters Score -733451.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -733454.562500 Penalty: 4576.055664
	Iteration 27Q: 3 clusters Score -733454.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -733454.562500 Penalty: 4576.055664
	Iteration 28F: 3 clusters Score -733454.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Entering Unmasked Estep 
Score: -273755.187500 Penalty: 2047.316650
	Iteration 0F: 2 clusters Score -273755.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -270012.562500 Penalty: 4094.633301
	Iteration 0F: 3 clusters Score -270012.6 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -270908.250000 Penalty: 4094.633301
	Iteration 1F: 3 clusters Score -270908.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -271162.406250 Penalty: 4094.633301
	Iteration 2F: 3 clusters Score -271162.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -271419.218750 Penalty: 4094.633301
	Iteration 3F: 3 clusters Score -271419.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -271707.406250 Penalty: 4094.633301
	Iteration 4F: 3 clusters Score -271707.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -272135.156250 Penalty: 4094.633301
	Iteration 5F: 3 clusters Score -272135.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -272491.062500 Penalty: 4094.633301
	Iteration 6F: 3 clusters Score -272491.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -272679.500000 Penalty: 4094.633301
	Iteration 7Q: 3 clusters Score -272679.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -272809.031250 Penalty: 4094.633301
	Iteration 8Q: 3 clusters Score -272809 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -272910.687500 Penalty: 4094.633301
	Iteration 9Q: 3 clusters Score -272910.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -272991.312500 Penalty: 4094.633301
	Iteration 10Q: 3 clusters Score -272991.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -273057.437500 Penalty: 4094.633301
	Iteration 11Q: 3 clusters Score -273057.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -273105.750000 Penalty: 4094.633301
	Iteration 12Q: 3 clusters Score -273105.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -273147.906250 Penalty: 4094.633301
	Iteration 13Q: 3 clusters Score -273147.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -273189.500000 Penalty: 4094.633301
	Iteration 14Q: 3 clusters Score -273189.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -273248.937500 Penalty: 4094.633301
	Iteration 15Q: 3 clusters Score -273248.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -273310.812500 Penalty: 4094.633301
	Iteration 16Q: 3 clusters Score -273310.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -273376.531250 Penalty: 4094.633301
	Iteration 17Q: 3 clusters Score -273376.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -273461.781250 Penalty: 4094.633301
	Iteration 18Q: 3 clusters Score -273461.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -273559.062500 Penalty: 4094.633301
	Iteration 19Q: 3 clusters Score -273559.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -273679.500000 Penalty: 4094.633301
	Iteration 20F: 3 clusters Score -273679.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -273815.593750 Penalty: 4094.633301
	Iteration 21Q: 3 clusters Score -273815.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -273999.906250 Penalty: 4094.633301
	Iteration 22Q: 3 clusters Score -273999.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -274180.843750 Penalty: 4094.633301
	Iteration 23Q: 3 clusters Score -274180.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -274294.375000 Penalty: 4094.633301
	Iteration 24Q: 3 clusters Score -274294.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -274331.812500 Penalty: 4094.633301
	Iteration 25Q: 3 clusters Score -274331.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -274341.750000 Penalty: 4094.633301
	Iteration 26Q: 3 clusters Score -274341.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -274346.312500 Penalty: 4094.633301
	Iteration 27Q: 3 clusters Score -274346.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -274346.312500 Penalty: 4094.633301
	Iteration 28F: 3 clusters Score -274346.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 78565 members 
Mstep: Class 3 contains 223902 members 
Mstep: Class 4 contains 3867 members 
Mstep: Class 5 contains 2582 members 
Mstep: Class 6 contains 5301 members 
Mstep: Class 7 contains 3958 members 
Mstep: Class 8 contains 35630 members 
Mstep: Class 9 contains 304805 members 
Mstep: Class 10 contains 7476 members 
Mstep: Class 11 contains 12857 members 
Mstep: Class 12 contains 53648 members 
Mstep: Class 13 contains 4965 members 
Mstep: Class 14 contains 10157 members 
Mstep: Class 15 contains 3000 members 
Mstep: Class 16 contains 2654 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 206809 members 
Mstep: Class 19 contains 11399 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37718 members 
Mstep: Class 22 contains 10495 members 
Mstep: Class 23 contains 14424 members 
Mstep: Class 24 contains 50454 members 
Mstep: Class 25 contains 8078 members 
Mstep: Class 26 contains 18250 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27223 members 
Mstep: Class 30 contains 4365 members 
Mstep: Class 31 contains 2993 members 
Mstep: Class 32 contains 3943 members 
Mstep: Class 33 contains 12245 members 
Mstep: Class 34 contains 6318 members 
Mstep: Class 35 contains 108731 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 54503 members 
Mstep: Class 38 contains 28650 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9278 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12869 members 
Mstep: Class 47 contains 1425 members 
Mstep: Class 48 contains 848 members 
Entering Unmasked Estep 
Score: -102283096.000000 Penalty: 168600.640625
Splitting cluster 15 changes total score from -102283592.000000 to -102283096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (2654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Entering Unmasked Estep 
Score: -175639.156250 Penalty: 1955.188232
	Iteration 0F: 2 clusters Score -175639.2 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 1304 members 
Entering Unmasked Estep 
Score: -172614.031250 Penalty: 3910.376465
	Iteration 0F: 3 clusters Score -172614 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -173284.953125 Penalty: 3910.376465
	Iteration 1F: 3 clusters Score -173285 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -173521.484375 Penalty: 3910.376465
	Iteration 2F: 3 clusters Score -173521.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -173670.171875 Penalty: 3910.376465
	Iteration 3F: 3 clusters Score -173670.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -173796.109375 Penalty: 3910.376465
	Iteration 4Q: 3 clusters Score -173796.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -173909.484375 Penalty: 3910.376465
	Iteration 5Q: 3 clusters Score -173909.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -174023.515625 Penalty: 3910.376465
	Iteration 6Q: 3 clusters Score -174023.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -174111.031250 Penalty: 3910.376465
	Iteration 7Q: 3 clusters Score -174111 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -174173.375000 Penalty: 3910.376465
	Iteration 8Q: 3 clusters Score -174173.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -174210.875000 Penalty: 3910.376465
	Iteration 9Q: 3 clusters Score -174210.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -174240.828125 Penalty: 3910.376465
	Iteration 10Q: 3 clusters Score -174240.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -174264.484375 Penalty: 3910.376465
	Iteration 11Q: 3 clusters Score -174264.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -174275.421875 Penalty: 3910.376465
	Iteration 12Q: 3 clusters Score -174275.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -174282.296875 Penalty: 3910.376465
	Iteration 13Q: 3 clusters Score -174282.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -174288.046875 Penalty: 3910.376465
	Iteration 14Q: 3 clusters Score -174288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -174292.640625 Penalty: 3910.376465
	Iteration 15Q: 3 clusters Score -174292.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -174297.578125 Penalty: 3910.376465
	Iteration 16Q: 3 clusters Score -174297.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -174299.703125 Penalty: 3910.376465
	Iteration 17Q: 3 clusters Score -174299.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -174301.140625 Penalty: 3910.376465
	Iteration 18Q: 3 clusters Score -174301.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -174303.093750 Penalty: 3910.376465
	Iteration 19Q: 3 clusters Score -174303.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -174303.859375 Penalty: 3910.376465
	Iteration 20F: 3 clusters Score -174303.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -174306.109375 Penalty: 3910.376465
	Iteration 21Q: 3 clusters Score -174306.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -174307.812500 Penalty: 3910.376465
	Iteration 22Q: 3 clusters Score -174307.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -174309.093750 Penalty: 3910.376465
	Iteration 23Q: 3 clusters Score -174309.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -174310.000000 Penalty: 3910.376465
	Iteration 24Q: 3 clusters Score -174310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -174310.500000 Penalty: 3910.376465
	Iteration 25Q: 3 clusters Score -174310.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -174311.234375 Penalty: 3910.376465
	Iteration 26Q: 3 clusters Score -174311.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -174311.390625 Penalty: 3910.376465
	Iteration 27Q: 3 clusters Score -174311.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -174311.390625 Penalty: 3910.376465
	Iteration 28F: 3 clusters Score -174311.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Entering Unmasked Estep 
Score: -548393.062500 Penalty: 2210.025879
	Iteration 0F: 2 clusters Score -548393.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -542267.375000 Penalty: 4420.051758
	Iteration 0F: 3 clusters Score -542267.4 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -543871.125000 Penalty: 4420.051758
	Iteration 1F: 3 clusters Score -543871.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -544203.062500 Penalty: 4420.051758
	Iteration 2F: 3 clusters Score -544203.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -544498.500000 Penalty: 4420.051758
	Iteration 3F: 3 clusters Score -544498.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -544871.062500 Penalty: 4420.051758
	Iteration 4F: 3 clusters Score -544871.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -545460.437500 Penalty: 4420.051758
	Iteration 5F: 3 clusters Score -545460.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -546208.812500 Penalty: 4420.051758
	Iteration 6F: 3 clusters Score -546208.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -546791.125000 Penalty: 4420.051758
	Iteration 7F: 3 clusters Score -546791.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -547242.562500 Penalty: 4420.051758
	Iteration 8F: 3 clusters Score -547242.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -547525.562500 Penalty: 4420.051758
	Iteration 9Q: 3 clusters Score -547525.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -547662.375000 Penalty: 4420.051758
	Iteration 10Q: 3 clusters Score -547662.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -547744.437500 Penalty: 4420.051758
	Iteration 11Q: 3 clusters Score -547744.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -547800.875000 Penalty: 4420.051758
	Iteration 12Q: 3 clusters Score -547800.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -547841.125000 Penalty: 4420.051758
	Iteration 13Q: 3 clusters Score -547841.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -547871.937500 Penalty: 4420.051758
	Iteration 14Q: 3 clusters Score -547871.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -547896.875000 Penalty: 4420.051758
	Iteration 15Q: 3 clusters Score -547896.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -547921.437500 Penalty: 4420.051758
	Iteration 16Q: 3 clusters Score -547921.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -547946.875000 Penalty: 4420.051758
	Iteration 17Q: 3 clusters Score -547946.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -547965.375000 Penalty: 4420.051758
	Iteration 18Q: 3 clusters Score -547965.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -547990.812500 Penalty: 4420.051758
	Iteration 19Q: 3 clusters Score -547990.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -548017.062500 Penalty: 4420.051758
	Iteration 20F: 3 clusters Score -548017.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -548037.937500 Penalty: 4420.051758
	Iteration 21Q: 3 clusters Score -548037.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -548055.875000 Penalty: 4420.051758
	Iteration 22Q: 3 clusters Score -548055.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -548075.500000 Penalty: 4420.051758
	Iteration 23Q: 3 clusters Score -548075.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -548089.187500 Penalty: 4420.051758
	Iteration 24Q: 3 clusters Score -548089.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -548100.000000 Penalty: 4420.051758
	Iteration 25Q: 3 clusters Score -548100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -548106.250000 Penalty: 4420.051758
	Iteration 26Q: 3 clusters Score -548106.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -548111.625000 Penalty: 4420.051758
	Iteration 27Q: 3 clusters Score -548111.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -548113.625000 Penalty: 4420.051758
	Iteration 28Q: 3 clusters Score -548113.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -548115.562500 Penalty: 4420.051758
	Iteration 29Q: 3 clusters Score -548115.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -548116.312500 Penalty: 4420.051758
	Iteration 30Q: 3 clusters Score -548116.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -548117.625000 Penalty: 4420.051758
	Iteration 31Q: 3 clusters Score -548117.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -548117.625000 Penalty: 4420.051758
	Iteration 32F: 3 clusters Score -548117.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (206809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206809 members 
Entering Unmasked Estep 
Score: -15470889.000000 Penalty: 3035.408447
	Iteration 0F: 2 clusters Score -1.547089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103244 members 
Mstep: Class 2 contains 103565 members 
Entering Unmasked Estep 
Score: -15331951.000000 Penalty: 6070.816895
	Iteration 0F: 3 clusters Score -1.533195e+07 nChanged 99410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100416 members 
Mstep: Class 2 contains 106393 members 
Entering Unmasked Estep 
Score: -15390448.000000 Penalty: 6070.816895
	Iteration 1F: 3 clusters Score -1.539045e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98372 members 
Mstep: Class 2 contains 108437 members 
Entering Unmasked Estep 
Score: -15391633.000000 Penalty: 6070.816895
	Iteration 2Q: 3 clusters Score -1.539163e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95226 members 
Mstep: Class 2 contains 111583 members 
Entering Unmasked Estep 
Score: -15393474.000000 Penalty: 6070.816895
	Iteration 3Q: 3 clusters Score -1.539347e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90235 members 
Mstep: Class 2 contains 116574 members 
Entering Unmasked Estep 
Score: -15396082.000000 Penalty: 6070.816895
	Iteration 4Q: 3 clusters Score -1.539608e+07 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82564 members 
Mstep: Class 2 contains 124245 members 
Entering Unmasked Estep 
Score: -15400453.000000 Penalty: 6070.816895
	Iteration 5Q: 3 clusters Score -1.540045e+07 nChanged 12692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71480 members 
Mstep: Class 2 contains 135329 members 
Entering Unmasked Estep 
Score: -15407936.000000 Penalty: 6070.816895
	Iteration 6F: 3 clusters Score -1.540794e+07 nChanged 15455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 149624 members 
Entering Unmasked Estep 
Score: -15419187.000000 Penalty: 6070.816895
	Iteration 7F: 3 clusters Score -1.541919e+07 nChanged 16316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 165224 members 
Entering Unmasked Estep 
Score: -15432832.000000 Penalty: 6070.816895
	Iteration 8F: 3 clusters Score -1.543283e+07 nChanged 14633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 179549 members 
Entering Unmasked Estep 
Score: -15445881.000000 Penalty: 6070.816895
	Iteration 9F: 3 clusters Score -1.544588e+07 nChanged 10609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 190048 members 
Entering Unmasked Estep 
Score: -15455763.000000 Penalty: 6070.816895
	Iteration 10F: 3 clusters Score -1.545576e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 196637 members 
Entering Unmasked Estep 
Score: -15461553.000000 Penalty: 6070.816895
	Iteration 11Q: 3 clusters Score -1.546155e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 200373 members 
Entering Unmasked Estep 
Score: -15464755.000000 Penalty: 6070.816895
	Iteration 12Q: 3 clusters Score -1.546476e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 202344 members 
Entering Unmasked Estep 
Score: -15466329.000000 Penalty: 6070.816895
	Iteration 13Q: 3 clusters Score -1.546633e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 203501 members 
Entering Unmasked Estep 
Score: -15467223.000000 Penalty: 6070.816895
	Iteration 14Q: 3 clusters Score -1.546722e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 204173 members 
Entering Unmasked Estep 
Score: -15467715.000000 Penalty: 6070.816895
	Iteration 15Q: 3 clusters Score -1.546772e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 204599 members 
Entering Unmasked Estep 
Score: -15468034.000000 Penalty: 6070.816895
	Iteration 16Q: 3 clusters Score -1.546803e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 204888 members 
Entering Unmasked Estep 
Score: -15468231.000000 Penalty: 6070.816895
	Iteration 17Q: 3 clusters Score -1.546823e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 205088 members 
Entering Unmasked Estep 
Score: -15468421.000000 Penalty: 6070.816895
	Iteration 18Q: 3 clusters Score -1.546842e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 205214 members 
Entering Unmasked Estep 
Score: -15468565.000000 Penalty: 6070.816895
	Iteration 19Q: 3 clusters Score -1.546856e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 205324 members 
Entering Unmasked Estep 
Score: -15468625.000000 Penalty: 6070.816895
	Iteration 20F: 3 clusters Score -1.546862e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 205396 members 
Entering Unmasked Estep 
Score: -15468642.000000 Penalty: 6070.816895
	Iteration 21Q: 3 clusters Score -1.546864e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 205452 members 
Entering Unmasked Estep 
Score: -15468685.000000 Penalty: 6070.816895
	Iteration 22Q: 3 clusters Score -1.546868e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 205486 members 
Entering Unmasked Estep 
Score: -15468662.000000 Penalty: 6070.816895
	Iteration 23Q: 3 clusters Score -1.546866e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 205508 members 
Entering Unmasked Estep 
Score: -15468691.000000 Penalty: 6070.816895
	Iteration 24Q: 3 clusters Score -1.546869e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 205532 members 
Entering Unmasked Estep 
Score: -15468717.000000 Penalty: 6070.816895
	Iteration 25Q: 3 clusters Score -1.546872e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 205558 members 
Entering Unmasked Estep 
Score: -15468743.000000 Penalty: 6070.816895
	Iteration 26Q: 3 clusters Score -1.546874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 205567 members 
Entering Unmasked Estep 
Score: -15468742.000000 Penalty: 6070.816895
	Iteration 27Q: 3 clusters Score -1.546874e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 205579 members 
Entering Unmasked Estep 
Score: -15468730.000000 Penalty: 6070.816895
	Iteration 28Q: 3 clusters Score -1.546873e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 205591 members 
Entering Unmasked Estep 
Score: -15468736.000000 Penalty: 6070.816895
	Iteration 29Q: 3 clusters Score -1.546874e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 205604 members 
Entering Unmasked Estep 
Score: -15468732.000000 Penalty: 6070.816895
	Iteration 30Q: 3 clusters Score -1.546873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 205612 members 
Entering Unmasked Estep 
Score: -15468744.000000 Penalty: 6070.816895
	Iteration 31Q: 3 clusters Score -1.546874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 205621 members 
Entering Unmasked Estep 
Score: -15468741.000000 Penalty: 6070.816895
	Iteration 32Q: 3 clusters Score -1.546874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 205628 members 
Entering Unmasked Estep 
Score: -15468742.000000 Penalty: 6070.816895
	Iteration 33Q: 3 clusters Score -1.546874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 205631 members 
Entering Unmasked Estep 
Score: -15468749.000000 Penalty: 6070.816895
	Iteration 34Q: 3 clusters Score -1.546875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 205637 members 
Entering Unmasked Estep 
Score: -15468748.000000 Penalty: 6070.816895
	Iteration 35Q: 3 clusters Score -1.546875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 205640 members 
Entering Unmasked Estep 
Score: -15468740.000000 Penalty: 6070.816895
	Iteration 36Q: 3 clusters Score -1.546874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 205640 members 
Entering Unmasked Estep 
Score: -15468749.000000 Penalty: 6070.816895
	Iteration 37Q: 3 clusters Score -1.546875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 205643 members 
Entering Unmasked Estep 
Score: -15468764.000000 Penalty: 6070.816895
	Iteration 38Q: 3 clusters Score -1.546876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 205644 members 
Entering Unmasked Estep 
Score: -15468766.000000 Penalty: 6070.816895
	Iteration 39Q: 3 clusters Score -1.546877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 205647 members 
Entering Unmasked Estep 
Score: -15468761.000000 Penalty: 6070.816895
	Iteration 40F: 3 clusters Score -1.546876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 205650 members 
Entering Unmasked Estep 
Score: -15468760.000000 Penalty: 6070.816895
	Iteration 41Q: 3 clusters Score -1.546876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 205651 members 
Entering Unmasked Estep 
Score: -15468761.000000 Penalty: 6070.816895
	Iteration 42Q: 3 clusters Score -1.546876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 205651 members 
Entering Unmasked Estep 
Score: -15468761.000000 Penalty: 6070.816895
	Iteration 43F: 3 clusters Score -1.546876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Entering Unmasked Estep 
Score: -839267.750000 Penalty: 2316.637695
	Iteration 0F: 2 clusters Score -839267.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -830762.062500 Penalty: 4633.275391
	Iteration 0F: 3 clusters Score -830762.1 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -833376.562500 Penalty: 4633.275391
	Iteration 1F: 3 clusters Score -833376.6 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -833789.187500 Penalty: 4633.275391
	Iteration 2F: 3 clusters Score -833789.2 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -834149.625000 Penalty: 4633.275391
	Iteration 3F: 3 clusters Score -834149.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -834522.437500 Penalty: 4633.275391
	Iteration 4F: 3 clusters Score -834522.4 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -834911.875000 Penalty: 4633.275391
	Iteration 5F: 3 clusters Score -834911.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -835304.125000 Penalty: 4633.275391
	Iteration 6F: 3 clusters Score -835304.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -835693.187500 Penalty: 4633.275391
	Iteration 7Q: 3 clusters Score -835693.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -836060.875000 Penalty: 4633.275391
	Iteration 8Q: 3 clusters Score -836060.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -836380.187500 Penalty: 4633.275391
	Iteration 9Q: 3 clusters Score -836380.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -836611.812500 Penalty: 4633.275391
	Iteration 10Q: 3 clusters Score -836611.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -836785.812500 Penalty: 4633.275391
	Iteration 11Q: 3 clusters Score -836785.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -836896.625000 Penalty: 4633.275391
	Iteration 12Q: 3 clusters Score -836896.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -836982.125000 Penalty: 4633.275391
	Iteration 13Q: 3 clusters Score -836982.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -837054.875000 Penalty: 4633.275391
	Iteration 14Q: 3 clusters Score -837054.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -837111.812500 Penalty: 4633.275391
	Iteration 15Q: 3 clusters Score -837111.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -837155.312500 Penalty: 4633.275391
	Iteration 16Q: 3 clusters Score -837155.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -837182.437500 Penalty: 4633.275391
	Iteration 17Q: 3 clusters Score -837182.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -837206.937500 Penalty: 4633.275391
	Iteration 18Q: 3 clusters Score -837206.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -837223.125000 Penalty: 4633.275391
	Iteration 19Q: 3 clusters Score -837223.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -837247.812500 Penalty: 4633.275391
	Iteration 20F: 3 clusters Score -837247.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -837269.250000 Penalty: 4633.275391
	Iteration 21Q: 3 clusters Score -837269.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -837293.000000 Penalty: 4633.275391
	Iteration 22Q: 3 clusters Score -837293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -837307.875000 Penalty: 4633.275391
	Iteration 23Q: 3 clusters Score -837307.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -837319.000000 Penalty: 4633.275391
	Iteration 24Q: 3 clusters Score -837319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -837331.187500 Penalty: 4633.275391
	Iteration 25Q: 3 clusters Score -837331.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -837340.437500 Penalty: 4633.275391
	Iteration 26Q: 3 clusters Score -837340.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -837349.562500 Penalty: 4633.275391
	Iteration 27Q: 3 clusters Score -837349.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -837359.812500 Penalty: 4633.275391
	Iteration 28Q: 3 clusters Score -837359.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -837364.125000 Penalty: 4633.275391
	Iteration 29Q: 3 clusters Score -837364.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -837372.375000 Penalty: 4633.275391
	Iteration 30Q: 3 clusters Score -837372.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -837378.000000 Penalty: 4633.275391
	Iteration 31Q: 3 clusters Score -837378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -837383.812500 Penalty: 4633.275391
	Iteration 32Q: 3 clusters Score -837383.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -837388.187500 Penalty: 4633.275391
	Iteration 33Q: 3 clusters Score -837388.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -837389.062500 Penalty: 4633.275391
	Iteration 34Q: 3 clusters Score -837389.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -837394.750000 Penalty: 4633.275391
	Iteration 35Q: 3 clusters Score -837394.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -837396.937500 Penalty: 4633.275391
	Iteration 36Q: 3 clusters Score -837396.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -837402.500000 Penalty: 4633.275391
	Iteration 37Q: 3 clusters Score -837402.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -837407.375000 Penalty: 4633.275391
	Iteration 38Q: 3 clusters Score -837407.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -837407.687500 Penalty: 4633.275391
	Iteration 39Q: 3 clusters Score -837407.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -837408.750000 Penalty: 4633.275391
	Iteration 40F: 3 clusters Score -837408.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -837411.000000 Penalty: 4633.275391
	Iteration 41Q: 3 clusters Score -837411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -837411.437500 Penalty: 4633.275391
	Iteration 42Q: 3 clusters Score -837411.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -837411.500000 Penalty: 4633.275391
	Iteration 43Q: 3 clusters Score -837411.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -837411.500000 Penalty: 4633.275391
	Iteration 44F: 3 clusters Score -837411.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -65626.234375 Penalty: 1705.824951
	Iteration 0F: 2 clusters Score -65626.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -63720.164062 Penalty: 3411.649902
	Iteration 0F: 3 clusters Score -63720.16 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -63965.500000 Penalty: 3411.649902
	Iteration 1F: 3 clusters Score -63965.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -64037.585938 Penalty: 3411.649902
	Iteration 2F: 3 clusters Score -64037.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -64073.640625 Penalty: 3411.649902
	Iteration 3Q: 3 clusters Score -64073.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -64099.964844 Penalty: 3411.649902
	Iteration 4Q: 3 clusters Score -64099.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -64121.136719 Penalty: 3411.649902
	Iteration 5Q: 3 clusters Score -64121.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -64130.902344 Penalty: 3411.649902
	Iteration 6Q: 3 clusters Score -64130.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -64140.089844 Penalty: 3411.649902
	Iteration 7Q: 3 clusters Score -64140.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -64143.714844 Penalty: 3411.649902
	Iteration 8Q: 3 clusters Score -64143.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -64144.699219 Penalty: 3411.649902
	Iteration 9Q: 3 clusters Score -64144.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -64144.699219 Penalty: 3411.649902
	Iteration 10F: 3 clusters Score -64144.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Entering Unmasked Estep 
Score: -2825407.250000 Penalty: 2613.397217
	Iteration 0F: 2 clusters Score -2825407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2799821.500000 Penalty: 5226.794434
	Iteration 0F: 3 clusters Score -2799822 nChanged 17201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2809422.750000 Penalty: 5226.794434
	Iteration 1F: 3 clusters Score -2809423 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2810078.500000 Penalty: 5226.794434
	Iteration 2Q: 3 clusters Score -2810078 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2810848.250000 Penalty: 5226.794434
	Iteration 3Q: 3 clusters Score -2810848 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2811746.000000 Penalty: 5226.794434
	Iteration 4Q: 3 clusters Score -2811746 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -2812972.000000 Penalty: 5226.794434
	Iteration 5F: 3 clusters Score -2812972 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -2814414.500000 Penalty: 5226.794434
	Iteration 6F: 3 clusters Score -2814414 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -2815730.500000 Penalty: 5226.794434
	Iteration 7F: 3 clusters Score -2815730 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -2816809.500000 Penalty: 5226.794434
	Iteration 8F: 3 clusters Score -2816810 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -2817681.500000 Penalty: 5226.794434
	Iteration 9Q: 3 clusters Score -2817682 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -2818393.000000 Penalty: 5226.794434
	Iteration 10Q: 3 clusters Score -2818393 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -2818927.500000 Penalty: 5226.794434
	Iteration 11Q: 3 clusters Score -2818928 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -2819445.750000 Penalty: 5226.794434
	Iteration 12Q: 3 clusters Score -2819446 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -2819941.000000 Penalty: 5226.794434
	Iteration 13Q: 3 clusters Score -2819941 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -2820410.500000 Penalty: 5226.794434
	Iteration 14Q: 3 clusters Score -2820410 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -2820786.500000 Penalty: 5226.794434
	Iteration 15Q: 3 clusters Score -2820786 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -2821090.250000 Penalty: 5226.794434
	Iteration 16Q: 3 clusters Score -2821090 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2821288.000000 Penalty: 5226.794434
	Iteration 17Q: 3 clusters Score -2821288 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2821466.250000 Penalty: 5226.794434
	Iteration 18Q: 3 clusters Score -2821466 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -2821628.250000 Penalty: 5226.794434
	Iteration 19Q: 3 clusters Score -2821628 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2821747.500000 Penalty: 5226.794434
	Iteration 20F: 3 clusters Score -2821748 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2821880.750000 Penalty: 5226.794434
	Iteration 21Q: 3 clusters Score -2821881 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2821995.000000 Penalty: 5226.794434
	Iteration 22Q: 3 clusters Score -2821995 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2822104.000000 Penalty: 5226.794434
	Iteration 23Q: 3 clusters Score -2822104 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2822200.250000 Penalty: 5226.794434
	Iteration 24Q: 3 clusters Score -2822200 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2822299.000000 Penalty: 5226.794434
	Iteration 25Q: 3 clusters Score -2822299 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2822391.750000 Penalty: 5226.794434
	Iteration 26Q: 3 clusters Score -2822392 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2822496.250000 Penalty: 5226.794434
	Iteration 27Q: 3 clusters Score -2822496 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2822576.750000 Penalty: 5226.794434
	Iteration 28Q: 3 clusters Score -2822577 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2822672.500000 Penalty: 5226.794434
	Iteration 29Q: 3 clusters Score -2822672 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2822748.750000 Penalty: 5226.794434
	Iteration 30Q: 3 clusters Score -2822749 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2822832.000000 Penalty: 5226.794434
	Iteration 31Q: 3 clusters Score -2822832 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2822908.000000 Penalty: 5226.794434
	Iteration 32Q: 3 clusters Score -2822908 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2822994.000000 Penalty: 5226.794434
	Iteration 33Q: 3 clusters Score -2822994 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2823060.250000 Penalty: 5226.794434
	Iteration 34Q: 3 clusters Score -2823060 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2823123.000000 Penalty: 5226.794434
	Iteration 35Q: 3 clusters Score -2823123 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2823171.000000 Penalty: 5226.794434
	Iteration 36Q: 3 clusters Score -2823171 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2823224.000000 Penalty: 5226.794434
	Iteration 37Q: 3 clusters Score -2823224 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2823276.500000 Penalty: 5226.794434
	Iteration 38Q: 3 clusters Score -2823276 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2823338.750000 Penalty: 5226.794434
	Iteration 39Q: 3 clusters Score -2823339 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2823384.250000 Penalty: 5226.794434
	Iteration 40F: 3 clusters Score -2823384 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2823424.750000 Penalty: 5226.794434
	Iteration 41Q: 3 clusters Score -2823425 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2823457.500000 Penalty: 5226.794434
	Iteration 42Q: 3 clusters Score -2823458 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2823481.000000 Penalty: 5226.794434
	Iteration 43Q: 3 clusters Score -2823481 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -2823528.000000 Penalty: 5226.794434
	Iteration 44Q: 3 clusters Score -2823528 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2823552.000000 Penalty: 5226.794434
	Iteration 45Q: 3 clusters Score -2823552 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2823589.000000 Penalty: 5226.794434
	Iteration 46Q: 3 clusters Score -2823589 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2823614.750000 Penalty: 5226.794434
	Iteration 47Q: 3 clusters Score -2823615 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2823645.250000 Penalty: 5226.794434
	Iteration 48Q: 3 clusters Score -2823645 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2823674.250000 Penalty: 5226.794434
	Iteration 49Q: 3 clusters Score -2823674 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2823719.000000 Penalty: 5226.794434
	Iteration 50Q: 3 clusters Score -2823719 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2823737.000000 Penalty: 5226.794434
	Iteration 51Q: 3 clusters Score -2823737 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2823755.500000 Penalty: 5226.794434
	Iteration 52Q: 3 clusters Score -2823756 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2823777.500000 Penalty: 5226.794434
	Iteration 53Q: 3 clusters Score -2823778 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2823798.500000 Penalty: 5226.794434
	Iteration 54Q: 3 clusters Score -2823798 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2823808.500000 Penalty: 5226.794434
	Iteration 55Q: 3 clusters Score -2823808 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2823826.750000 Penalty: 5226.794434
	Iteration 56Q: 3 clusters Score -2823827 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2823861.000000 Penalty: 5226.794434
	Iteration 57Q: 3 clusters Score -2823861 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2823872.750000 Penalty: 5226.794434
	Iteration 58Q: 3 clusters Score -2823873 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2823893.750000 Penalty: 5226.794434
	Iteration 59Q: 3 clusters Score -2823894 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2823891.000000 Penalty: 5226.794434
	Iteration 60F: 3 clusters Score -2823891 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2823913.000000 Penalty: 5226.794434
	Iteration 61Q: 3 clusters Score -2823913 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2823940.250000 Penalty: 5226.794434
	Iteration 62Q: 3 clusters Score -2823940 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2823943.500000 Penalty: 5226.794434
	Iteration 63Q: 3 clusters Score -2823944 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2823950.500000 Penalty: 5226.794434
	Iteration 64Q: 3 clusters Score -2823950 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2823971.500000 Penalty: 5226.794434
	Iteration 65Q: 3 clusters Score -2823972 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2823988.250000 Penalty: 5226.794434
	Iteration 66Q: 3 clusters Score -2823988 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2824018.250000 Penalty: 5226.794434
	Iteration 67Q: 3 clusters Score -2824018 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2824018.750000 Penalty: 5226.794434
	Iteration 68Q: 3 clusters Score -2824019 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2824037.750000 Penalty: 5226.794434
	Iteration 69Q: 3 clusters Score -2824038 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2824058.500000 Penalty: 5226.794434
	Iteration 70Q: 3 clusters Score -2824058 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2824083.500000 Penalty: 5226.794434
	Iteration 71Q: 3 clusters Score -2824084 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2824112.500000 Penalty: 5226.794434
	Iteration 72Q: 3 clusters Score -2824112 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2824145.750000 Penalty: 5226.794434
	Iteration 73Q: 3 clusters Score -2824146 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2824183.250000 Penalty: 5226.794434
	Iteration 74Q: 3 clusters Score -2824183 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2824213.750000 Penalty: 5226.794434
	Iteration 75Q: 3 clusters Score -2824214 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2824236.500000 Penalty: 5226.794434
	Iteration 76Q: 3 clusters Score -2824236 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2824272.750000 Penalty: 5226.794434
	Iteration 77Q: 3 clusters Score -2824273 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2824300.000000 Penalty: 5226.794434
	Iteration 78Q: 3 clusters Score -2824300 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2824314.750000 Penalty: 5226.794434
	Iteration 79Q: 3 clusters Score -2824315 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2824336.000000 Penalty: 5226.794434
	Iteration 80F: 3 clusters Score -2824336 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2824359.250000 Penalty: 5226.794434
	Iteration 81Q: 3 clusters Score -2824359 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2824369.250000 Penalty: 5226.794434
	Iteration 82Q: 3 clusters Score -2824369 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2824386.750000 Penalty: 5226.794434
	Iteration 83Q: 3 clusters Score -2824387 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2824395.250000 Penalty: 5226.794434
	Iteration 84Q: 3 clusters Score -2824395 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2824408.500000 Penalty: 5226.794434
	Iteration 85Q: 3 clusters Score -2824408 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2824424.000000 Penalty: 5226.794434
	Iteration 86Q: 3 clusters Score -2824424 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2824433.750000 Penalty: 5226.794434
	Iteration 87Q: 3 clusters Score -2824434 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2824450.750000 Penalty: 5226.794434
	Iteration 88Q: 3 clusters Score -2824451 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2824452.000000 Penalty: 5226.794434
	Iteration 89Q: 3 clusters Score -2824452 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -2824463.500000 Penalty: 5226.794434
	Iteration 90Q: 3 clusters Score -2824464 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2824462.500000 Penalty: 5226.794434
	Iteration 91Q: 3 clusters Score -2824462 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2824483.250000 Penalty: 5226.794434
	Iteration 92Q: 3 clusters Score -2824483 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2824494.750000 Penalty: 5226.794434
	Iteration 93Q: 3 clusters Score -2824495 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2824492.000000 Penalty: 5226.794434
	Iteration 94Q: 3 clusters Score -2824492 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -2824500.250000 Penalty: 5226.794434
	Iteration 95Q: 3 clusters Score -2824500 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2824507.750000 Penalty: 5226.794434
	Iteration 96Q: 3 clusters Score -2824508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2824509.250000 Penalty: 5226.794434
	Iteration 97Q: 3 clusters Score -2824509 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2824510.500000 Penalty: 5226.794434
	Iteration 98Q: 3 clusters Score -2824510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2824511.000000 Penalty: 5226.794434
	Iteration 99Q: 3 clusters Score -2824511 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -2824512.250000 Penalty: 5226.794434
	Iteration 100F: 3 clusters Score -2824512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2824520.500000 Penalty: 5226.794434
	Iteration 101Q: 3 clusters Score -2824520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2824518.250000 Penalty: 5226.794434
	Iteration 102Q: 3 clusters Score -2824518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2824529.000000 Penalty: 5226.794434
	Iteration 103Q: 3 clusters Score -2824529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2824530.750000 Penalty: 5226.794434
	Iteration 104Q: 3 clusters Score -2824531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2824525.000000 Penalty: 5226.794434
	Iteration 105Q: 3 clusters Score -2824525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2824521.500000 Penalty: 5226.794434
	Iteration 106Q: 3 clusters Score -2824522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2824522.250000 Penalty: 5226.794434
	Iteration 107Q: 3 clusters Score -2824522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2824525.250000 Penalty: 5226.794434
	Iteration 108Q: 3 clusters Score -2824525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -2824528.250000 Penalty: 5226.794434
	Iteration 109Q: 3 clusters Score -2824528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2824528.000000 Penalty: 5226.794434
	Iteration 110Q: 3 clusters Score -2824528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2824529.000000 Penalty: 5226.794434
	Iteration 111Q: 3 clusters Score -2824529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2824528.000000 Penalty: 5226.794434
	Iteration 112Q: 3 clusters Score -2824528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2824526.500000 Penalty: 5226.794434
	Iteration 113Q: 3 clusters Score -2824526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2824528.250000 Penalty: 5226.794434
	Iteration 114Q: 3 clusters Score -2824528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2824528.500000 Penalty: 5226.794434
	Iteration 115Q: 3 clusters Score -2824528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2824528.500000 Penalty: 5226.794434
	Iteration 116F: 3 clusters Score -2824528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Entering Unmasked Estep 
Score: -763421.687500 Penalty: 2296.146240
	Iteration 0F: 2 clusters Score -763421.7 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 5172 members 
Entering Unmasked Estep 
Score: -755495.250000 Penalty: 4592.292480
	Iteration 0F: 3 clusters Score -755495.2 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -757896.250000 Penalty: 4592.292480
	Iteration 1F: 3 clusters Score -757896.2 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -758263.187500 Penalty: 4592.292480
	Iteration 2F: 3 clusters Score -758263.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -758556.875000 Penalty: 4592.292480
	Iteration 3F: 3 clusters Score -758556.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -758796.375000 Penalty: 4592.292480
	Iteration 4Q: 3 clusters Score -758796.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -759015.562500 Penalty: 4592.292480
	Iteration 5Q: 3 clusters Score -759015.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -759232.500000 Penalty: 4592.292480
	Iteration 6Q: 3 clusters Score -759232.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -759442.875000 Penalty: 4592.292480
	Iteration 7Q: 3 clusters Score -759442.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -759616.687500 Penalty: 4592.292480
	Iteration 8Q: 3 clusters Score -759616.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -759779.312500 Penalty: 4592.292480
	Iteration 9Q: 3 clusters Score -759779.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -759923.875000 Penalty: 4592.292480
	Iteration 10Q: 3 clusters Score -759923.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -760087.062500 Penalty: 4592.292480
	Iteration 11Q: 3 clusters Score -760087.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -760236.750000 Penalty: 4592.292480
	Iteration 12Q: 3 clusters Score -760236.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -760370.812500 Penalty: 4592.292480
	Iteration 13Q: 3 clusters Score -760370.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -760497.937500 Penalty: 4592.292480
	Iteration 14Q: 3 clusters Score -760497.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -760638.187500 Penalty: 4592.292480
	Iteration 15Q: 3 clusters Score -760638.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -760772.187500 Penalty: 4592.292480
	Iteration 16Q: 3 clusters Score -760772.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -760891.125000 Penalty: 4592.292480
	Iteration 17Q: 3 clusters Score -760891.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -760985.187500 Penalty: 4592.292480
	Iteration 18Q: 3 clusters Score -760985.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -761040.312500 Penalty: 4592.292480
	Iteration 19Q: 3 clusters Score -761040.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -761081.312500 Penalty: 4592.292480
	Iteration 20F: 3 clusters Score -761081.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -761111.312500 Penalty: 4592.292480
	Iteration 21Q: 3 clusters Score -761111.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -761141.812500 Penalty: 4592.292480
	Iteration 22Q: 3 clusters Score -761141.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -761164.625000 Penalty: 4592.292480
	Iteration 23Q: 3 clusters Score -761164.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -761183.250000 Penalty: 4592.292480
	Iteration 24Q: 3 clusters Score -761183.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -761207.312500 Penalty: 4592.292480
	Iteration 25Q: 3 clusters Score -761207.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -761222.562500 Penalty: 4592.292480
	Iteration 26Q: 3 clusters Score -761222.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -761240.500000 Penalty: 4592.292480
	Iteration 27Q: 3 clusters Score -761240.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -761250.500000 Penalty: 4592.292480
	Iteration 28Q: 3 clusters Score -761250.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -761262.500000 Penalty: 4592.292480
	Iteration 29Q: 3 clusters Score -761262.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -761269.312500 Penalty: 4592.292480
	Iteration 30Q: 3 clusters Score -761269.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -761277.437500 Penalty: 4592.292480
	Iteration 31Q: 3 clusters Score -761277.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -761283.937500 Penalty: 4592.292480
	Iteration 32Q: 3 clusters Score -761283.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -761289.687500 Penalty: 4592.292480
	Iteration 33Q: 3 clusters Score -761289.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -761295.500000 Penalty: 4592.292480
	Iteration 34Q: 3 clusters Score -761295.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -761298.812500 Penalty: 4592.292480
	Iteration 35Q: 3 clusters Score -761298.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -761298.437500 Penalty: 4592.292480
	Iteration 36Q: 3 clusters Score -761298.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -761300.625000 Penalty: 4592.292480
	Iteration 37Q: 3 clusters Score -761300.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -761302.875000 Penalty: 4592.292480
	Iteration 38Q: 3 clusters Score -761302.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -761303.312500 Penalty: 4592.292480
	Iteration 39Q: 3 clusters Score -761303.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -761306.062500 Penalty: 4592.292480
	Iteration 40F: 3 clusters Score -761306.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -761308.375000 Penalty: 4592.292480
	Iteration 41Q: 3 clusters Score -761308.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -761310.125000 Penalty: 4592.292480
	Iteration 42Q: 3 clusters Score -761310.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -761308.750000 Penalty: 4592.292480
	Iteration 43Q: 3 clusters Score -761308.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -761314.125000 Penalty: 4592.292480
	Iteration 44Q: 3 clusters Score -761314.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -761315.125000 Penalty: 4592.292480
	Iteration 45Q: 3 clusters Score -761315.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -761314.875000 Penalty: 4592.292480
	Iteration 46Q: 3 clusters Score -761314.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -761315.625000 Penalty: 4592.292480
	Iteration 47Q: 3 clusters Score -761315.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -761315.125000 Penalty: 4592.292480
	Iteration 48Q: 3 clusters Score -761315.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -761314.437500 Penalty: 4592.292480
	Iteration 49Q: 3 clusters Score -761314.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -761315.062500 Penalty: 4592.292480
	Iteration 50Q: 3 clusters Score -761315.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -761315.500000 Penalty: 4592.292480
	Iteration 51Q: 3 clusters Score -761315.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -761320.375000 Penalty: 4592.292480
	Iteration 52Q: 3 clusters Score -761320.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -761319.125000 Penalty: 4592.292480
	Iteration 53Q: 3 clusters Score -761319.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -761322.000000 Penalty: 4592.292480
	Iteration 54Q: 3 clusters Score -761322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -761322.000000 Penalty: 4592.292480
	Iteration 55Q: 3 clusters Score -761322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -761322.875000 Penalty: 4592.292480
	Iteration 56Q: 3 clusters Score -761322.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -761324.500000 Penalty: 4592.292480
	Iteration 57Q: 3 clusters Score -761324.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -761325.625000 Penalty: 4592.292480
	Iteration 58Q: 3 clusters Score -761325.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -761329.250000 Penalty: 4592.292480
	Iteration 59Q: 3 clusters Score -761329.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -761330.125000 Penalty: 4592.292480
	Iteration 60F: 3 clusters Score -761330.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -761333.062500 Penalty: 4592.292480
	Iteration 61Q: 3 clusters Score -761333.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -761333.375000 Penalty: 4592.292480
	Iteration 62Q: 3 clusters Score -761333.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -761333.375000 Penalty: 4592.292480
	Iteration 63F: 3 clusters Score -761333.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Entering Unmasked Estep 
Score: -1072849.250000 Penalty: 2375.008789
	Iteration 0F: 2 clusters Score -1072849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1062330.250000 Penalty: 4750.017578
	Iteration 0F: 3 clusters Score -1062330 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1065657.125000 Penalty: 4750.017578
	Iteration 1F: 3 clusters Score -1065657 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1066295.125000 Penalty: 4750.017578
	Iteration 2F: 3 clusters Score -1066295 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1066950.875000 Penalty: 4750.017578
	Iteration 3F: 3 clusters Score -1066951 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1067567.625000 Penalty: 4750.017578
	Iteration 4F: 3 clusters Score -1067568 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1068185.000000 Penalty: 4750.017578
	Iteration 5F: 3 clusters Score -1068185 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1068950.750000 Penalty: 4750.017578
	Iteration 6F: 3 clusters Score -1068951 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1069791.750000 Penalty: 4750.017578
	Iteration 7F: 3 clusters Score -1069792 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1070549.750000 Penalty: 4750.017578
	Iteration 8F: 3 clusters Score -1070550 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1071104.250000 Penalty: 4750.017578
	Iteration 9Q: 3 clusters Score -1071104 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1071459.375000 Penalty: 4750.017578
	Iteration 10Q: 3 clusters Score -1071459 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1071697.125000 Penalty: 4750.017578
	Iteration 11Q: 3 clusters Score -1071697 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1071838.750000 Penalty: 4750.017578
	Iteration 12Q: 3 clusters Score -1071839 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1071937.250000 Penalty: 4750.017578
	Iteration 13Q: 3 clusters Score -1071937 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1072010.125000 Penalty: 4750.017578
	Iteration 14Q: 3 clusters Score -1072010 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1072066.625000 Penalty: 4750.017578
	Iteration 15Q: 3 clusters Score -1072067 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1072115.000000 Penalty: 4750.017578
	Iteration 16Q: 3 clusters Score -1072115 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1072146.500000 Penalty: 4750.017578
	Iteration 17Q: 3 clusters Score -1072146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1072165.375000 Penalty: 4750.017578
	Iteration 18Q: 3 clusters Score -1072165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1072185.750000 Penalty: 4750.017578
	Iteration 19Q: 3 clusters Score -1072186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1072199.875000 Penalty: 4750.017578
	Iteration 20F: 3 clusters Score -1072200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1072208.125000 Penalty: 4750.017578
	Iteration 21Q: 3 clusters Score -1072208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1072223.000000 Penalty: 4750.017578
	Iteration 22Q: 3 clusters Score -1072223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1072228.500000 Penalty: 4750.017578
	Iteration 23Q: 3 clusters Score -1072228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1072234.250000 Penalty: 4750.017578
	Iteration 24Q: 3 clusters Score -1072234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1072237.500000 Penalty: 4750.017578
	Iteration 25Q: 3 clusters Score -1072238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1072239.375000 Penalty: 4750.017578
	Iteration 26Q: 3 clusters Score -1072239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1072240.250000 Penalty: 4750.017578
	Iteration 27Q: 3 clusters Score -1072240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1072240.250000 Penalty: 4750.017578
	Iteration 28F: 3 clusters Score -1072240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (50454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Entering Unmasked Estep 
Score: -3834039.500000 Penalty: 2685.546631
	Iteration 0F: 2 clusters Score -3834040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -3800131.500000 Penalty: 5371.093262
	Iteration 0F: 3 clusters Score -3800132 nChanged 23300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -3812996.750000 Penalty: 5371.093262
	Iteration 1F: 3 clusters Score -3812997 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -3814008.000000 Penalty: 5371.093262
	Iteration 2Q: 3 clusters Score -3814008 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -3815202.500000 Penalty: 5371.093262
	Iteration 3Q: 3 clusters Score -3815202 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -3816652.000000 Penalty: 5371.093262
	Iteration 4F: 3 clusters Score -3816652 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -3818386.500000 Penalty: 5371.093262
	Iteration 5F: 3 clusters Score -3818386 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -3820190.500000 Penalty: 5371.093262
	Iteration 6F: 3 clusters Score -3820190 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -3821942.750000 Penalty: 5371.093262
	Iteration 7F: 3 clusters Score -3821943 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -3823484.250000 Penalty: 5371.093262
	Iteration 8F: 3 clusters Score -3823484 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -3824798.250000 Penalty: 5371.093262
	Iteration 9Q: 3 clusters Score -3824798 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -3825896.000000 Penalty: 5371.093262
	Iteration 10Q: 3 clusters Score -3825896 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -3826675.500000 Penalty: 5371.093262
	Iteration 11Q: 3 clusters Score -3826676 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -3827157.000000 Penalty: 5371.093262
	Iteration 12Q: 3 clusters Score -3827157 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -3827509.750000 Penalty: 5371.093262
	Iteration 13Q: 3 clusters Score -3827510 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -3827749.250000 Penalty: 5371.093262
	Iteration 14Q: 3 clusters Score -3827749 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -3827973.500000 Penalty: 5371.093262
	Iteration 15Q: 3 clusters Score -3827974 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -3828162.250000 Penalty: 5371.093262
	Iteration 16Q: 3 clusters Score -3828162 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -3828323.750000 Penalty: 5371.093262
	Iteration 17Q: 3 clusters Score -3828324 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -3828528.500000 Penalty: 5371.093262
	Iteration 18Q: 3 clusters Score -3828528 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -3828722.500000 Penalty: 5371.093262
	Iteration 19Q: 3 clusters Score -3828722 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -3828900.000000 Penalty: 5371.093262
	Iteration 20F: 3 clusters Score -3828900 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -3829033.500000 Penalty: 5371.093262
	Iteration 21Q: 3 clusters Score -3829034 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -3829190.000000 Penalty: 5371.093262
	Iteration 22Q: 3 clusters Score -3829190 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -3829375.250000 Penalty: 5371.093262
	Iteration 23Q: 3 clusters Score -3829375 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -3829521.750000 Penalty: 5371.093262
	Iteration 24Q: 3 clusters Score -3829522 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -3829680.750000 Penalty: 5371.093262
	Iteration 25Q: 3 clusters Score -3829681 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -3829867.000000 Penalty: 5371.093262
	Iteration 26Q: 3 clusters Score -3829867 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -3830028.500000 Penalty: 5371.093262
	Iteration 27Q: 3 clusters Score -3830028 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -3830187.500000 Penalty: 5371.093262
	Iteration 28Q: 3 clusters Score -3830188 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -3830309.750000 Penalty: 5371.093262
	Iteration 29Q: 3 clusters Score -3830310 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -3830478.250000 Penalty: 5371.093262
	Iteration 30Q: 3 clusters Score -3830478 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -3830641.500000 Penalty: 5371.093262
	Iteration 31Q: 3 clusters Score -3830642 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -3830773.250000 Penalty: 5371.093262
	Iteration 32Q: 3 clusters Score -3830773 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -3830879.250000 Penalty: 5371.093262
	Iteration 33Q: 3 clusters Score -3830879 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -3830987.000000 Penalty: 5371.093262
	Iteration 34Q: 3 clusters Score -3830987 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -3831057.750000 Penalty: 5371.093262
	Iteration 35Q: 3 clusters Score -3831058 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -3831162.000000 Penalty: 5371.093262
	Iteration 36Q: 3 clusters Score -3831162 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -3831246.250000 Penalty: 5371.093262
	Iteration 37Q: 3 clusters Score -3831246 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -3831337.000000 Penalty: 5371.093262
	Iteration 38Q: 3 clusters Score -3831337 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -3831426.750000 Penalty: 5371.093262
	Iteration 39Q: 3 clusters Score -3831427 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -3831487.750000 Penalty: 5371.093262
	Iteration 40F: 3 clusters Score -3831488 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -3831564.250000 Penalty: 5371.093262
	Iteration 41Q: 3 clusters Score -3831564 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -3831631.500000 Penalty: 5371.093262
	Iteration 42Q: 3 clusters Score -3831632 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -3831696.500000 Penalty: 5371.093262
	Iteration 43Q: 3 clusters Score -3831696 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -3831756.000000 Penalty: 5371.093262
	Iteration 44Q: 3 clusters Score -3831756 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -3831812.250000 Penalty: 5371.093262
	Iteration 45Q: 3 clusters Score -3831812 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -3831872.500000 Penalty: 5371.093262
	Iteration 46Q: 3 clusters Score -3831872 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -3831936.250000 Penalty: 5371.093262
	Iteration 47Q: 3 clusters Score -3831936 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -3831990.500000 Penalty: 5371.093262
	Iteration 48Q: 3 clusters Score -3831990 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
Score: -3832016.750000 Penalty: 5371.093262
	Iteration 49Q: 3 clusters Score -3832017 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -3832065.000000 Penalty: 5371.093262
	Iteration 50Q: 3 clusters Score -3832065 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -3832076.500000 Penalty: 5371.093262
	Iteration 51Q: 3 clusters Score -3832076 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -3832120.500000 Penalty: 5371.093262
	Iteration 52Q: 3 clusters Score -3832120 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -3832147.750000 Penalty: 5371.093262
	Iteration 53Q: 3 clusters Score -3832148 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -3832177.000000 Penalty: 5371.093262
	Iteration 54Q: 3 clusters Score -3832177 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -3832184.750000 Penalty: 5371.093262
	Iteration 55Q: 3 clusters Score -3832185 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -3832197.750000 Penalty: 5371.093262
	Iteration 56Q: 3 clusters Score -3832198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -3832203.500000 Penalty: 5371.093262
	Iteration 57Q: 3 clusters Score -3832204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -3832226.000000 Penalty: 5371.093262
	Iteration 58Q: 3 clusters Score -3832226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -3832237.000000 Penalty: 5371.093262
	Iteration 59Q: 3 clusters Score -3832237 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 47489 members 
Entering Unmasked Estep 
Score: -3832233.500000 Penalty: 5371.093262
	Iteration 60F: 3 clusters Score -3832234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -3832235.500000 Penalty: 5371.093262
	Iteration 61Q: 3 clusters Score -3832236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -3832241.000000 Penalty: 5371.093262
	Iteration 62Q: 3 clusters Score -3832241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -3832239.000000 Penalty: 5371.093262
	Iteration 63Q: 3 clusters Score -3832239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -3832247.250000 Penalty: 5371.093262
	Iteration 64Q: 3 clusters Score -3832247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 47569 members 
Entering Unmasked Estep 
Score: -3832253.000000 Penalty: 5371.093262
	Iteration 65Q: 3 clusters Score -3832253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 47577 members 
Entering Unmasked Estep 
Score: -3832243.750000 Penalty: 5371.093262
	Iteration 66Q: 3 clusters Score -3832244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -3832248.000000 Penalty: 5371.093262
	Iteration 67Q: 3 clusters Score -3832248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -3832259.500000 Penalty: 5371.093262
	Iteration 68Q: 3 clusters Score -3832260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 47594 members 
Entering Unmasked Estep 
Score: -3832261.250000 Penalty: 5371.093262
	Iteration 69Q: 3 clusters Score -3832261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -3832255.500000 Penalty: 5371.093262
	Iteration 70Q: 3 clusters Score -3832256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -3832259.000000 Penalty: 5371.093262
	Iteration 71Q: 3 clusters Score -3832259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -3832262.500000 Penalty: 5371.093262
	Iteration 72Q: 3 clusters Score -3832262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -3832268.500000 Penalty: 5371.093262
	Iteration 73Q: 3 clusters Score -3832268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -3832268.250000 Penalty: 5371.093262
	Iteration 74Q: 3 clusters Score -3832268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -3832269.250000 Penalty: 5371.093262
	Iteration 75Q: 3 clusters Score -3832269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
Score: -3832270.250000 Penalty: 5371.093262
	Iteration 76Q: 3 clusters Score -3832270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -3832267.250000 Penalty: 5371.093262
	Iteration 77Q: 3 clusters Score -3832267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -3832270.750000 Penalty: 5371.093262
	Iteration 78Q: 3 clusters Score -3832271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -3832276.000000 Penalty: 5371.093262
	Iteration 79Q: 3 clusters Score -3832276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -3832275.750000 Penalty: 5371.093262
	Iteration 80F: 3 clusters Score -3832276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Entering Unmasked Estep 
Score: -589662.625000 Penalty: 2231.231201
	Iteration 0F: 2 clusters Score -589662.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -583252.437500 Penalty: 4462.462402
	Iteration 0F: 3 clusters Score -583252.4 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -585154.937500 Penalty: 4462.462402
	Iteration 1F: 3 clusters Score -585154.9 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -585560.062500 Penalty: 4462.462402
	Iteration 2F: 3 clusters Score -585560.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -585908.187500 Penalty: 4462.462402
	Iteration 3F: 3 clusters Score -585908.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -586194.187500 Penalty: 4462.462402
	Iteration 4F: 3 clusters Score -586194.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -586466.187500 Penalty: 4462.462402
	Iteration 5F: 3 clusters Score -586466.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -586696.000000 Penalty: 4462.462402
	Iteration 6Q: 3 clusters Score -586696 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -586861.750000 Penalty: 4462.462402
	Iteration 7Q: 3 clusters Score -586861.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -587014.875000 Penalty: 4462.462402
	Iteration 8Q: 3 clusters Score -587014.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -587160.187500 Penalty: 4462.462402
	Iteration 9Q: 3 clusters Score -587160.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -587280.062500 Penalty: 4462.462402
	Iteration 10Q: 3 clusters Score -587280.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -587384.562500 Penalty: 4462.462402
	Iteration 11Q: 3 clusters Score -587384.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -587475.375000 Penalty: 4462.462402
	Iteration 12Q: 3 clusters Score -587475.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -587562.125000 Penalty: 4462.462402
	Iteration 13Q: 3 clusters Score -587562.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -587659.375000 Penalty: 4462.462402
	Iteration 14Q: 3 clusters Score -587659.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -587749.312500 Penalty: 4462.462402
	Iteration 15Q: 3 clusters Score -587749.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -587813.312500 Penalty: 4462.462402
	Iteration 16Q: 3 clusters Score -587813.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -587876.687500 Penalty: 4462.462402
	Iteration 17Q: 3 clusters Score -587876.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -587946.062500 Penalty: 4462.462402
	Iteration 18Q: 3 clusters Score -587946.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -588014.750000 Penalty: 4462.462402
	Iteration 19Q: 3 clusters Score -588014.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -588076.062500 Penalty: 4462.462402
	Iteration 20F: 3 clusters Score -588076.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -588133.875000 Penalty: 4462.462402
	Iteration 21Q: 3 clusters Score -588133.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -588206.125000 Penalty: 4462.462402
	Iteration 22Q: 3 clusters Score -588206.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -588302.437500 Penalty: 4462.462402
	Iteration 23Q: 3 clusters Score -588302.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -588441.937500 Penalty: 4462.462402
	Iteration 24Q: 3 clusters Score -588441.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -588566.375000 Penalty: 4462.462402
	Iteration 25Q: 3 clusters Score -588566.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -588658.312500 Penalty: 4462.462402
	Iteration 26Q: 3 clusters Score -588658.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -588731.625000 Penalty: 4462.462402
	Iteration 27Q: 3 clusters Score -588731.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -588784.437500 Penalty: 4462.462402
	Iteration 28Q: 3 clusters Score -588784.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -588821.812500 Penalty: 4462.462402
	Iteration 29Q: 3 clusters Score -588821.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -588846.562500 Penalty: 4462.462402
	Iteration 30Q: 3 clusters Score -588846.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -588862.875000 Penalty: 4462.462402
	Iteration 31Q: 3 clusters Score -588862.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -588875.687500 Penalty: 4462.462402
	Iteration 32Q: 3 clusters Score -588875.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -588886.937500 Penalty: 4462.462402
	Iteration 33Q: 3 clusters Score -588886.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -588897.875000 Penalty: 4462.462402
	Iteration 34Q: 3 clusters Score -588897.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -588915.187500 Penalty: 4462.462402
	Iteration 35Q: 3 clusters Score -588915.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -588929.125000 Penalty: 4462.462402
	Iteration 36Q: 3 clusters Score -588929.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -588934.937500 Penalty: 4462.462402
	Iteration 37Q: 3 clusters Score -588934.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -588938.312500 Penalty: 4462.462402
	Iteration 38Q: 3 clusters Score -588938.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -588941.750000 Penalty: 4462.462402
	Iteration 39Q: 3 clusters Score -588941.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -588943.375000 Penalty: 4462.462402
	Iteration 40F: 3 clusters Score -588943.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -588944.375000 Penalty: 4462.462402
	Iteration 41Q: 3 clusters Score -588944.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -588948.500000 Penalty: 4462.462402
	Iteration 42Q: 3 clusters Score -588948.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -588950.062500 Penalty: 4462.462402
	Iteration 43Q: 3 clusters Score -588950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -588952.312500 Penalty: 4462.462402
	Iteration 44Q: 3 clusters Score -588952.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -588955.125000 Penalty: 4462.462402
	Iteration 45Q: 3 clusters Score -588955.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -588956.250000 Penalty: 4462.462402
	Iteration 46Q: 3 clusters Score -588956.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -588960.062500 Penalty: 4462.462402
	Iteration 47Q: 3 clusters Score -588960.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -588965.812500 Penalty: 4462.462402
	Iteration 48Q: 3 clusters Score -588965.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -588968.250000 Penalty: 4462.462402
	Iteration 49Q: 3 clusters Score -588968.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -588971.937500 Penalty: 4462.462402
	Iteration 50Q: 3 clusters Score -588971.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -588973.187500 Penalty: 4462.462402
	Iteration 51Q: 3 clusters Score -588973.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -588976.625000 Penalty: 4462.462402
	Iteration 52Q: 3 clusters Score -588976.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -588976.250000 Penalty: 4462.462402
	Iteration 53Q: 3 clusters Score -588976.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -588980.875000 Penalty: 4462.462402
	Iteration 54Q: 3 clusters Score -588980.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -588982.187500 Penalty: 4462.462402
	Iteration 55Q: 3 clusters Score -588982.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -588985.500000 Penalty: 4462.462402
	Iteration 56Q: 3 clusters Score -588985.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -588987.062500 Penalty: 4462.462402
	Iteration 57Q: 3 clusters Score -588987.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -588991.125000 Penalty: 4462.462402
	Iteration 58Q: 3 clusters Score -588991.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -588994.812500 Penalty: 4462.462402
	Iteration 59Q: 3 clusters Score -588994.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -588997.437500 Penalty: 4462.462402
	Iteration 60F: 3 clusters Score -588997.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -589005.625000 Penalty: 4462.462402
	Iteration 61Q: 3 clusters Score -589005.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -589007.312500 Penalty: 4462.462402
	Iteration 62Q: 3 clusters Score -589007.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -589009.312500 Penalty: 4462.462402
	Iteration 63Q: 3 clusters Score -589009.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -589011.062500 Penalty: 4462.462402
	Iteration 64Q: 3 clusters Score -589011.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -589011.187500 Penalty: 4462.462402
	Iteration 65Q: 3 clusters Score -589011.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -589011.250000 Penalty: 4462.462402
	Iteration 66Q: 3 clusters Score -589011.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -589011.250000 Penalty: 4462.462402
	Iteration 67F: 3 clusters Score -589011.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Entering Unmasked Estep 
Score: -1202495.125000 Penalty: 2433.356201
	Iteration 0F: 2 clusters Score -1202495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1189559.375000 Penalty: 4866.712402
	Iteration 0F: 3 clusters Score -1189559 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1194211.875000 Penalty: 4866.712402
	Iteration 1F: 3 clusters Score -1194212 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1194738.625000 Penalty: 4866.712402
	Iteration 2F: 3 clusters Score -1194739 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1195199.250000 Penalty: 4866.712402
	Iteration 3F: 3 clusters Score -1195199 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1195600.375000 Penalty: 4866.712402
	Iteration 4Q: 3 clusters Score -1195600 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1195939.750000 Penalty: 4866.712402
	Iteration 5Q: 3 clusters Score -1195940 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1196252.625000 Penalty: 4866.712402
	Iteration 6Q: 3 clusters Score -1196253 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1196554.250000 Penalty: 4866.712402
	Iteration 7Q: 3 clusters Score -1196554 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1196837.875000 Penalty: 4866.712402
	Iteration 8Q: 3 clusters Score -1196838 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1197079.750000 Penalty: 4866.712402
	Iteration 9Q: 3 clusters Score -1197080 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1197285.250000 Penalty: 4866.712402
	Iteration 10Q: 3 clusters Score -1197285 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1197442.000000 Penalty: 4866.712402
	Iteration 11Q: 3 clusters Score -1197442 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1197565.125000 Penalty: 4866.712402
	Iteration 12Q: 3 clusters Score -1197565 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1197658.000000 Penalty: 4866.712402
	Iteration 13Q: 3 clusters Score -1197658 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1197751.500000 Penalty: 4866.712402
	Iteration 14Q: 3 clusters Score -1197752 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1197834.000000 Penalty: 4866.712402
	Iteration 15Q: 3 clusters Score -1197834 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1197922.125000 Penalty: 4866.712402
	Iteration 16Q: 3 clusters Score -1197922 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1198019.500000 Penalty: 4866.712402
	Iteration 17Q: 3 clusters Score -1198020 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1198117.750000 Penalty: 4866.712402
	Iteration 18Q: 3 clusters Score -1198118 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1198229.625000 Penalty: 4866.712402
	Iteration 19Q: 3 clusters Score -1198230 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1198355.750000 Penalty: 4866.712402
	Iteration 20F: 3 clusters Score -1198356 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1198486.875000 Penalty: 4866.712402
	Iteration 21Q: 3 clusters Score -1198487 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1198621.625000 Penalty: 4866.712402
	Iteration 22Q: 3 clusters Score -1198622 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1198756.750000 Penalty: 4866.712402
	Iteration 23Q: 3 clusters Score -1198757 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1198907.750000 Penalty: 4866.712402
	Iteration 24Q: 3 clusters Score -1198908 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1199061.375000 Penalty: 4866.712402
	Iteration 25Q: 3 clusters Score -1199061 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1199192.125000 Penalty: 4866.712402
	Iteration 26Q: 3 clusters Score -1199192 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1199307.000000 Penalty: 4866.712402
	Iteration 27Q: 3 clusters Score -1199307 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1199384.500000 Penalty: 4866.712402
	Iteration 28Q: 3 clusters Score -1199384 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1199442.625000 Penalty: 4866.712402
	Iteration 29Q: 3 clusters Score -1199443 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1199496.625000 Penalty: 4866.712402
	Iteration 30Q: 3 clusters Score -1199497 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1199541.625000 Penalty: 4866.712402
	Iteration 31Q: 3 clusters Score -1199542 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1199573.750000 Penalty: 4866.712402
	Iteration 32Q: 3 clusters Score -1199574 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1199608.750000 Penalty: 4866.712402
	Iteration 33Q: 3 clusters Score -1199609 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1199642.625000 Penalty: 4866.712402
	Iteration 34Q: 3 clusters Score -1199643 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1199678.625000 Penalty: 4866.712402
	Iteration 35Q: 3 clusters Score -1199679 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1199722.000000 Penalty: 4866.712402
	Iteration 36Q: 3 clusters Score -1199722 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1199763.750000 Penalty: 4866.712402
	Iteration 37Q: 3 clusters Score -1199764 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1199797.750000 Penalty: 4866.712402
	Iteration 38Q: 3 clusters Score -1199798 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1199826.500000 Penalty: 4866.712402
	Iteration 39Q: 3 clusters Score -1199826 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1199861.500000 Penalty: 4866.712402
	Iteration 40F: 3 clusters Score -1199862 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1199881.875000 Penalty: 4866.712402
	Iteration 41Q: 3 clusters Score -1199882 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1199908.250000 Penalty: 4866.712402
	Iteration 42Q: 3 clusters Score -1199908 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1199940.125000 Penalty: 4866.712402
	Iteration 43Q: 3 clusters Score -1199940 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1199974.625000 Penalty: 4866.712402
	Iteration 44Q: 3 clusters Score -1199975 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1200006.250000 Penalty: 4866.712402
	Iteration 45Q: 3 clusters Score -1200006 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1200038.000000 Penalty: 4866.712402
	Iteration 46Q: 3 clusters Score -1200038 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1200068.875000 Penalty: 4866.712402
	Iteration 47Q: 3 clusters Score -1200069 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1200098.375000 Penalty: 4866.712402
	Iteration 48Q: 3 clusters Score -1200098 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1200123.250000 Penalty: 4866.712402
	Iteration 49Q: 3 clusters Score -1200123 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1200143.500000 Penalty: 4866.712402
	Iteration 50Q: 3 clusters Score -1200144 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1200162.125000 Penalty: 4866.712402
	Iteration 51Q: 3 clusters Score -1200162 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1200183.375000 Penalty: 4866.712402
	Iteration 52Q: 3 clusters Score -1200183 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1200203.000000 Penalty: 4866.712402
	Iteration 53Q: 3 clusters Score -1200203 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1200224.500000 Penalty: 4866.712402
	Iteration 54Q: 3 clusters Score -1200224 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1200246.375000 Penalty: 4866.712402
	Iteration 55Q: 3 clusters Score -1200246 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1200265.500000 Penalty: 4866.712402
	Iteration 56Q: 3 clusters Score -1200266 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1200294.125000 Penalty: 4866.712402
	Iteration 57Q: 3 clusters Score -1200294 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -1200314.125000 Penalty: 4866.712402
	Iteration 58Q: 3 clusters Score -1200314 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1200327.500000 Penalty: 4866.712402
	Iteration 59Q: 3 clusters Score -1200328 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1200349.250000 Penalty: 4866.712402
	Iteration 60F: 3 clusters Score -1200349 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1200371.250000 Penalty: 4866.712402
	Iteration 61Q: 3 clusters Score -1200371 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1200384.875000 Penalty: 4866.712402
	Iteration 62Q: 3 clusters Score -1200385 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1200396.750000 Penalty: 4866.712402
	Iteration 63Q: 3 clusters Score -1200397 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1200408.250000 Penalty: 4866.712402
	Iteration 64Q: 3 clusters Score -1200408 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -1200425.625000 Penalty: 4866.712402
	Iteration 65Q: 3 clusters Score -1200426 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1200439.875000 Penalty: 4866.712402
	Iteration 66Q: 3 clusters Score -1200440 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1200453.875000 Penalty: 4866.712402
	Iteration 67Q: 3 clusters Score -1200454 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1200472.500000 Penalty: 4866.712402
	Iteration 68Q: 3 clusters Score -1200472 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -1200481.250000 Penalty: 4866.712402
	Iteration 69Q: 3 clusters Score -1200481 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1200498.125000 Penalty: 4866.712402
	Iteration 70Q: 3 clusters Score -1200498 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1200525.750000 Penalty: 4866.712402
	Iteration 71Q: 3 clusters Score -1200526 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -1200546.625000 Penalty: 4866.712402
	Iteration 72Q: 3 clusters Score -1200547 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -1200566.875000 Penalty: 4866.712402
	Iteration 73Q: 3 clusters Score -1200567 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1200586.000000 Penalty: 4866.712402
	Iteration 74Q: 3 clusters Score -1200586 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1200600.000000 Penalty: 4866.712402
	Iteration 75Q: 3 clusters Score -1200600 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1200611.500000 Penalty: 4866.712402
	Iteration 76Q: 3 clusters Score -1200612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1200627.375000 Penalty: 4866.712402
	Iteration 77Q: 3 clusters Score -1200627 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -1200644.000000 Penalty: 4866.712402
	Iteration 78Q: 3 clusters Score -1200644 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1200656.125000 Penalty: 4866.712402
	Iteration 79Q: 3 clusters Score -1200656 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -1200664.125000 Penalty: 4866.712402
	Iteration 80F: 3 clusters Score -1200664 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -1200677.250000 Penalty: 4866.712402
	Iteration 81Q: 3 clusters Score -1200677 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1200691.125000 Penalty: 4866.712402
	Iteration 82Q: 3 clusters Score -1200691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -1200702.500000 Penalty: 4866.712402
	Iteration 83Q: 3 clusters Score -1200702 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -1200717.000000 Penalty: 4866.712402
	Iteration 84Q: 3 clusters Score -1200717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -1200731.375000 Penalty: 4866.712402
	Iteration 85Q: 3 clusters Score -1200731 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1200742.250000 Penalty: 4866.712402
	Iteration 86Q: 3 clusters Score -1200742 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -1200748.875000 Penalty: 4866.712402
	Iteration 87Q: 3 clusters Score -1200749 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -1200757.375000 Penalty: 4866.712402
	Iteration 88Q: 3 clusters Score -1200757 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -1200761.250000 Penalty: 4866.712402
	Iteration 89Q: 3 clusters Score -1200761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -1200766.125000 Penalty: 4866.712402
	Iteration 90Q: 3 clusters Score -1200766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -1200768.875000 Penalty: 4866.712402
	Iteration 91Q: 3 clusters Score -1200769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -1200771.125000 Penalty: 4866.712402
	Iteration 92Q: 3 clusters Score -1200771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -1200777.125000 Penalty: 4866.712402
	Iteration 93Q: 3 clusters Score -1200777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -1200779.250000 Penalty: 4866.712402
	Iteration 94Q: 3 clusters Score -1200779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -1200781.125000 Penalty: 4866.712402
	Iteration 95Q: 3 clusters Score -1200781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1200787.125000 Penalty: 4866.712402
	Iteration 96Q: 3 clusters Score -1200787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -1200788.875000 Penalty: 4866.712402
	Iteration 97Q: 3 clusters Score -1200789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -1200795.375000 Penalty: 4866.712402
	Iteration 98Q: 3 clusters Score -1200795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -1200803.750000 Penalty: 4866.712402
	Iteration 99Q: 3 clusters Score -1200804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1200810.625000 Penalty: 4866.712402
	Iteration 100F: 3 clusters Score -1200811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -1200819.750000 Penalty: 4866.712402
	Iteration 101Q: 3 clusters Score -1200820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -1200827.500000 Penalty: 4866.712402
	Iteration 102Q: 3 clusters Score -1200828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -1200832.125000 Penalty: 4866.712402
	Iteration 103Q: 3 clusters Score -1200832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1200832.875000 Penalty: 4866.712402
	Iteration 104Q: 3 clusters Score -1200833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -1200838.250000 Penalty: 4866.712402
	Iteration 105Q: 3 clusters Score -1200838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -1200840.500000 Penalty: 4866.712402
	Iteration 106Q: 3 clusters Score -1200840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -1200842.125000 Penalty: 4866.712402
	Iteration 107Q: 3 clusters Score -1200842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -1200850.250000 Penalty: 4866.712402
	Iteration 108Q: 3 clusters Score -1200850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -1200848.000000 Penalty: 4866.712402
	Iteration 109Q: 3 clusters Score -1200848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -1200848.750000 Penalty: 4866.712402
	Iteration 110Q: 3 clusters Score -1200849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -1200850.250000 Penalty: 4866.712402
	Iteration 111Q: 3 clusters Score -1200850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -1200852.250000 Penalty: 4866.712402
	Iteration 112Q: 3 clusters Score -1200852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1200855.875000 Penalty: 4866.712402
	Iteration 113Q: 3 clusters Score -1200856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -1200858.125000 Penalty: 4866.712402
	Iteration 114Q: 3 clusters Score -1200858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -1200862.125000 Penalty: 4866.712402
	Iteration 115Q: 3 clusters Score -1200862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1200863.000000 Penalty: 4866.712402
	Iteration 116Q: 3 clusters Score -1200863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -1200863.875000 Penalty: 4866.712402
	Iteration 117Q: 3 clusters Score -1200864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -1200866.000000 Penalty: 4866.712402
	Iteration 118Q: 3 clusters Score -1200866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1200867.000000 Penalty: 4866.712402
	Iteration 119Q: 3 clusters Score -1200867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -1200863.875000 Penalty: 4866.712402
	Iteration 120F: 3 clusters Score -1200864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1200868.000000 Penalty: 4866.712402
	Iteration 121Q: 3 clusters Score -1200868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -1200871.750000 Penalty: 4866.712402
	Iteration 122Q: 3 clusters Score -1200872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -1200870.875000 Penalty: 4866.712402
	Iteration 123Q: 3 clusters Score -1200871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -1200869.625000 Penalty: 4866.712402
	Iteration 124Q: 3 clusters Score -1200870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -1200873.000000 Penalty: 4866.712402
	Iteration 125Q: 3 clusters Score -1200873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -1200872.250000 Penalty: 4866.712402
	Iteration 126Q: 3 clusters Score -1200872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -1200873.000000 Penalty: 4866.712402
	Iteration 127Q: 3 clusters Score -1200873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -1200873.250000 Penalty: 4866.712402
	Iteration 128Q: 3 clusters Score -1200873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1200873.500000 Penalty: 4866.712402
	Iteration 129Q: 3 clusters Score -1200874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1200873.500000 Penalty: 4866.712402
	Iteration 130F: 3 clusters Score -1200874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Entering Unmasked Estep 
Score: -357470.656250 Penalty: 2112.065430
	Iteration 0F: 2 clusters Score -357470.7 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 2532 members 
Entering Unmasked Estep 
Score: -353007.812500 Penalty: 4224.130859
	Iteration 0F: 3 clusters Score -353007.8 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -354149.625000 Penalty: 4224.130859
	Iteration 1F: 3 clusters Score -354149.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -354473.906250 Penalty: 4224.130859
	Iteration 2F: 3 clusters Score -354473.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -354783.281250 Penalty: 4224.130859
	Iteration 3F: 3 clusters Score -354783.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -355083.343750 Penalty: 4224.130859
	Iteration 4F: 3 clusters Score -355083.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -355357.125000 Penalty: 4224.130859
	Iteration 5F: 3 clusters Score -355357.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -355579.718750 Penalty: 4224.130859
	Iteration 6Q: 3 clusters Score -355579.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -355804.031250 Penalty: 4224.130859
	Iteration 7Q: 3 clusters Score -355804 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -356032.500000 Penalty: 4224.130859
	Iteration 8Q: 3 clusters Score -356032.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -356212.312500 Penalty: 4224.130859
	Iteration 9Q: 3 clusters Score -356212.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -356358.750000 Penalty: 4224.130859
	Iteration 10Q: 3 clusters Score -356358.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -356456.843750 Penalty: 4224.130859
	Iteration 11Q: 3 clusters Score -356456.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -356513.656250 Penalty: 4224.130859
	Iteration 12Q: 3 clusters Score -356513.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -356543.437500 Penalty: 4224.130859
	Iteration 13Q: 3 clusters Score -356543.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -356562.343750 Penalty: 4224.130859
	Iteration 14Q: 3 clusters Score -356562.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -356573.031250 Penalty: 4224.130859
	Iteration 15Q: 3 clusters Score -356573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -356583.968750 Penalty: 4224.130859
	Iteration 16Q: 3 clusters Score -356584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -356594.718750 Penalty: 4224.130859
	Iteration 17Q: 3 clusters Score -356594.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -356603.000000 Penalty: 4224.130859
	Iteration 18Q: 3 clusters Score -356603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -356609.187500 Penalty: 4224.130859
	Iteration 19Q: 3 clusters Score -356609.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -356617.718750 Penalty: 4224.130859
	Iteration 20F: 3 clusters Score -356617.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -356624.781250 Penalty: 4224.130859
	Iteration 21Q: 3 clusters Score -356624.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -356630.750000 Penalty: 4224.130859
	Iteration 22Q: 3 clusters Score -356630.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -356634.250000 Penalty: 4224.130859
	Iteration 23Q: 3 clusters Score -356634.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -356635.812500 Penalty: 4224.130859
	Iteration 24Q: 3 clusters Score -356635.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -356637.062500 Penalty: 4224.130859
	Iteration 25Q: 3 clusters Score -356637.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -356638.468750 Penalty: 4224.130859
	Iteration 26Q: 3 clusters Score -356638.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -356639.250000 Penalty: 4224.130859
	Iteration 27Q: 3 clusters Score -356639.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -356639.250000 Penalty: 4224.130859
	Iteration 28F: 3 clusters Score -356639.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Entering Unmasked Estep 
Score: -99016.359375 Penalty: 1806.635620
	Iteration 0F: 2 clusters Score -99016.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -96733.085938 Penalty: 3613.271240
	Iteration 0F: 3 clusters Score -96733.09 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -97129.007812 Penalty: 3613.271240
	Iteration 1F: 3 clusters Score -97129.01 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -97273.437500 Penalty: 3613.271240
	Iteration 2F: 3 clusters Score -97273.44 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -97416.898438 Penalty: 3613.271240
	Iteration 3F: 3 clusters Score -97416.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -97535.585938 Penalty: 3613.271240
	Iteration 4Q: 3 clusters Score -97535.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -97596.070312 Penalty: 3613.271240
	Iteration 5Q: 3 clusters Score -97596.07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -97668.179688 Penalty: 3613.271240
	Iteration 6Q: 3 clusters Score -97668.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -97723.156250 Penalty: 3613.271240
	Iteration 7Q: 3 clusters Score -97723.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -97799.828125 Penalty: 3613.271240
	Iteration 8Q: 3 clusters Score -97799.83 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -97902.695312 Penalty: 3613.271240
	Iteration 9Q: 3 clusters Score -97902.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -98000.765625 Penalty: 3613.271240
	Iteration 10Q: 3 clusters Score -98000.77 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -98121.843750 Penalty: 3613.271240
	Iteration 11Q: 3 clusters Score -98121.84 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -98398.125000 Penalty: 3613.271240
	Iteration 12Q: 3 clusters Score -98398.12 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -98803.523438 Penalty: 3613.271240
	Iteration 13Q: 3 clusters Score -98803.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -98914.484375 Penalty: 3613.271240
	Iteration 14Q: 3 clusters Score -98914.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -98978.562500 Penalty: 3613.271240
	Iteration 15Q: 3 clusters Score -98978.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -99007.476562 Penalty: 3613.271240
	Iteration 16Q: 3 clusters Score -99007.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -99029.039062 Penalty: 3613.271240
	Iteration 17Q: 3 clusters Score -99029.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -99060.226562 Penalty: 3613.271240
	Iteration 18Q: 3 clusters Score -99060.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -99097.562500 Penalty: 3613.271240
	Iteration 19Q: 3 clusters Score -99097.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -99105.898438 Penalty: 3613.271240
	Iteration 20F: 3 clusters Score -99105.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -99108.125000 Penalty: 3613.271240
	Iteration 21Q: 3 clusters Score -99108.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -99110.031250 Penalty: 3613.271240
	Iteration 22Q: 3 clusters Score -99110.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -99110.726562 Penalty: 3613.271240
	Iteration 23Q: 3 clusters Score -99110.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -99110.726562 Penalty: 3613.271240
	Iteration 24F: 3 clusters Score -99110.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 78565 members 
Mstep: Class 3 contains 223902 members 
Mstep: Class 4 contains 3867 members 
Mstep: Class 5 contains 2582 members 
Mstep: Class 6 contains 5301 members 
Mstep: Class 7 contains 3958 members 
Mstep: Class 8 contains 35630 members 
Mstep: Class 9 contains 304805 members 
Mstep: Class 10 contains 7476 members 
Mstep: Class 11 contains 12857 members 
Mstep: Class 12 contains 53648 members 
Mstep: Class 13 contains 4965 members 
Mstep: Class 14 contains 10157 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2654 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 206809 members 
Mstep: Class 19 contains 11399 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37718 members 
Mstep: Class 22 contains 10495 members 
Mstep: Class 23 contains 14424 members 
Mstep: Class 24 contains 50454 members 
Mstep: Class 25 contains 8078 members 
Mstep: Class 26 contains 18250 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 483 members 
Mstep: Class 29 contains 27223 members 
Mstep: Class 30 contains 4365 members 
Mstep: Class 31 contains 2993 members 
Mstep: Class 32 contains 3943 members 
Mstep: Class 33 contains 12245 members 
Mstep: Class 34 contains 6318 members 
Mstep: Class 35 contains 108731 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 54503 members 
Mstep: Class 38 contains 28650 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9278 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12869 members 
Mstep: Class 47 contains 1425 members 
Mstep: Class 48 contains 975 members 
Entering Unmasked Estep 
Score: -102282392.000000 Penalty: 168600.640625
Splitting cluster 28 changes total score from -102283592.000000 to -102282392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (27223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Entering Unmasked Estep 
Score: -2035033.625000 Penalty: 2532.530762
	Iteration 0F: 2 clusters Score -2035034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2016254.000000 Penalty: 5065.061523
	Iteration 0F: 3 clusters Score -2016254 nChanged 12158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2022973.125000 Penalty: 5065.061523
	Iteration 1F: 3 clusters Score -2022973 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2023572.000000 Penalty: 5065.061523
	Iteration 2F: 3 clusters Score -2023572 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2024247.875000 Penalty: 5065.061523
	Iteration 3Q: 3 clusters Score -2024248 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2024974.750000 Penalty: 5065.061523
	Iteration 4Q: 3 clusters Score -2024975 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2025599.250000 Penalty: 5065.061523
	Iteration 5Q: 3 clusters Score -2025599 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2026192.375000 Penalty: 5065.061523
	Iteration 6Q: 3 clusters Score -2026192 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2026786.500000 Penalty: 5065.061523
	Iteration 7Q: 3 clusters Score -2026786 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2027325.875000 Penalty: 5065.061523
	Iteration 8Q: 3 clusters Score -2027326 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2027859.250000 Penalty: 5065.061523
	Iteration 9Q: 3 clusters Score -2027859 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2028357.500000 Penalty: 5065.061523
	Iteration 10Q: 3 clusters Score -2028358 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2028799.750000 Penalty: 5065.061523
	Iteration 11Q: 3 clusters Score -2028800 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2029207.250000 Penalty: 5065.061523
	Iteration 12Q: 3 clusters Score -2029207 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2029601.375000 Penalty: 5065.061523
	Iteration 13Q: 3 clusters Score -2029601 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2030000.375000 Penalty: 5065.061523
	Iteration 14Q: 3 clusters Score -2030000 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2030386.375000 Penalty: 5065.061523
	Iteration 15Q: 3 clusters Score -2030386 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -2030702.375000 Penalty: 5065.061523
	Iteration 16Q: 3 clusters Score -2030702 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2030979.750000 Penalty: 5065.061523
	Iteration 17Q: 3 clusters Score -2030980 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2031230.500000 Penalty: 5065.061523
	Iteration 18Q: 3 clusters Score -2031230 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2031457.250000 Penalty: 5065.061523
	Iteration 19Q: 3 clusters Score -2031457 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2031672.000000 Penalty: 5065.061523
	Iteration 20F: 3 clusters Score -2031672 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2031846.375000 Penalty: 5065.061523
	Iteration 21Q: 3 clusters Score -2031846 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2031995.250000 Penalty: 5065.061523
	Iteration 22Q: 3 clusters Score -2031995 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2032133.250000 Penalty: 5065.061523
	Iteration 23Q: 3 clusters Score -2032133 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2032249.125000 Penalty: 5065.061523
	Iteration 24Q: 3 clusters Score -2032249 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2032357.625000 Penalty: 5065.061523
	Iteration 25Q: 3 clusters Score -2032358 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2032451.500000 Penalty: 5065.061523
	Iteration 26Q: 3 clusters Score -2032452 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2032541.875000 Penalty: 5065.061523
	Iteration 27Q: 3 clusters Score -2032542 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2032620.875000 Penalty: 5065.061523
	Iteration 28Q: 3 clusters Score -2032621 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2032676.625000 Penalty: 5065.061523
	Iteration 29Q: 3 clusters Score -2032677 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2032713.375000 Penalty: 5065.061523
	Iteration 30Q: 3 clusters Score -2032713 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2032735.625000 Penalty: 5065.061523
	Iteration 31Q: 3 clusters Score -2032736 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2032759.125000 Penalty: 5065.061523
	Iteration 32Q: 3 clusters Score -2032759 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2032785.250000 Penalty: 5065.061523
	Iteration 33Q: 3 clusters Score -2032785 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2032808.000000 Penalty: 5065.061523
	Iteration 34Q: 3 clusters Score -2032808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2032829.875000 Penalty: 5065.061523
	Iteration 35Q: 3 clusters Score -2032830 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2032852.875000 Penalty: 5065.061523
	Iteration 36Q: 3 clusters Score -2032853 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2032873.750000 Penalty: 5065.061523
	Iteration 37Q: 3 clusters Score -2032874 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2032893.125000 Penalty: 5065.061523
	Iteration 38Q: 3 clusters Score -2032893 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2032907.500000 Penalty: 5065.061523
	Iteration 39Q: 3 clusters Score -2032908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2032928.000000 Penalty: 5065.061523
	Iteration 40F: 3 clusters Score -2032928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2032938.625000 Penalty: 5065.061523
	Iteration 41Q: 3 clusters Score -2032939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2032955.125000 Penalty: 5065.061523
	Iteration 42Q: 3 clusters Score -2032955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2032957.250000 Penalty: 5065.061523
	Iteration 43Q: 3 clusters Score -2032957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2032965.250000 Penalty: 5065.061523
	Iteration 44Q: 3 clusters Score -2032965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2032975.875000 Penalty: 5065.061523
	Iteration 45Q: 3 clusters Score -2032976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2032980.625000 Penalty: 5065.061523
	Iteration 46Q: 3 clusters Score -2032981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2032992.250000 Penalty: 5065.061523
	Iteration 47Q: 3 clusters Score -2032992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2032996.750000 Penalty: 5065.061523
	Iteration 48Q: 3 clusters Score -2032997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2033003.875000 Penalty: 5065.061523
	Iteration 49Q: 3 clusters Score -2033004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2033006.125000 Penalty: 5065.061523
	Iteration 50Q: 3 clusters Score -2033006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2033005.875000 Penalty: 5065.061523
	Iteration 51Q: 3 clusters Score -2033006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2033010.625000 Penalty: 5065.061523
	Iteration 52Q: 3 clusters Score -2033011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2033010.000000 Penalty: 5065.061523
	Iteration 53Q: 3 clusters Score -2033010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2033011.000000 Penalty: 5065.061523
	Iteration 54Q: 3 clusters Score -2033011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2033011.375000 Penalty: 5065.061523
	Iteration 55Q: 3 clusters Score -2033011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2033011.375000 Penalty: 5065.061523
	Iteration 56F: 3 clusters Score -2033011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Entering Unmasked Estep 
Score: -320764.312500 Penalty: 2078.580566
	Iteration 0F: 2 clusters Score -320764.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -316633.218750 Penalty: 4157.161133
	Iteration 0F: 3 clusters Score -316633.2 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -317502.593750 Penalty: 4157.161133
	Iteration 1F: 3 clusters Score -317502.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -317712.531250 Penalty: 4157.161133
	Iteration 2F: 3 clusters Score -317712.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -317894.093750 Penalty: 4157.161133
	Iteration 3F: 3 clusters Score -317894.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -318038.968750 Penalty: 4157.161133
	Iteration 4Q: 3 clusters Score -318039 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -318144.437500 Penalty: 4157.161133
	Iteration 5Q: 3 clusters Score -318144.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -318250.656250 Penalty: 4157.161133
	Iteration 6Q: 3 clusters Score -318250.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -318342.468750 Penalty: 4157.161133
	Iteration 7Q: 3 clusters Score -318342.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -318432.656250 Penalty: 4157.161133
	Iteration 8Q: 3 clusters Score -318432.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -318495.968750 Penalty: 4157.161133
	Iteration 9Q: 3 clusters Score -318496 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -318551.750000 Penalty: 4157.161133
	Iteration 10Q: 3 clusters Score -318551.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -318599.625000 Penalty: 4157.161133
	Iteration 11Q: 3 clusters Score -318599.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -318629.937500 Penalty: 4157.161133
	Iteration 12Q: 3 clusters Score -318629.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -318646.062500 Penalty: 4157.161133
	Iteration 13Q: 3 clusters Score -318646.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -318661.843750 Penalty: 4157.161133
	Iteration 14Q: 3 clusters Score -318661.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -318672.156250 Penalty: 4157.161133
	Iteration 15Q: 3 clusters Score -318672.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -318680.625000 Penalty: 4157.161133
	Iteration 16Q: 3 clusters Score -318680.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -318688.500000 Penalty: 4157.161133
	Iteration 17Q: 3 clusters Score -318688.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -318697.468750 Penalty: 4157.161133
	Iteration 18Q: 3 clusters Score -318697.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -318706.375000 Penalty: 4157.161133
	Iteration 19Q: 3 clusters Score -318706.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -318716.125000 Penalty: 4157.161133
	Iteration 20F: 3 clusters Score -318716.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -318728.437500 Penalty: 4157.161133
	Iteration 21Q: 3 clusters Score -318728.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -318742.843750 Penalty: 4157.161133
	Iteration 22Q: 3 clusters Score -318742.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -318757.656250 Penalty: 4157.161133
	Iteration 23Q: 3 clusters Score -318757.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -318773.656250 Penalty: 4157.161133
	Iteration 24Q: 3 clusters Score -318773.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -318788.968750 Penalty: 4157.161133
	Iteration 25Q: 3 clusters Score -318789 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -318796.031250 Penalty: 4157.161133
	Iteration 26Q: 3 clusters Score -318796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -318807.562500 Penalty: 4157.161133
	Iteration 27Q: 3 clusters Score -318807.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -318814.656250 Penalty: 4157.161133
	Iteration 28Q: 3 clusters Score -318814.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -318821.156250 Penalty: 4157.161133
	Iteration 29Q: 3 clusters Score -318821.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -318825.312500 Penalty: 4157.161133
	Iteration 30Q: 3 clusters Score -318825.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -318829.593750 Penalty: 4157.161133
	Iteration 31Q: 3 clusters Score -318829.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -318833.125000 Penalty: 4157.161133
	Iteration 32Q: 3 clusters Score -318833.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -318837.656250 Penalty: 4157.161133
	Iteration 33Q: 3 clusters Score -318837.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -318839.750000 Penalty: 4157.161133
	Iteration 34Q: 3 clusters Score -318839.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -318842.500000 Penalty: 4157.161133
	Iteration 35Q: 3 clusters Score -318842.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -318843.718750 Penalty: 4157.161133
	Iteration 36Q: 3 clusters Score -318843.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -318844.562500 Penalty: 4157.161133
	Iteration 37Q: 3 clusters Score -318844.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -318845.093750 Penalty: 4157.161133
	Iteration 38Q: 3 clusters Score -318845.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -318845.843750 Penalty: 4157.161133
	Iteration 39Q: 3 clusters Score -318845.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -318847.875000 Penalty: 4157.161133
	Iteration 40F: 3 clusters Score -318847.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -318849.687500 Penalty: 4157.161133
	Iteration 41Q: 3 clusters Score -318849.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -318851.156250 Penalty: 4157.161133
	Iteration 42Q: 3 clusters Score -318851.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -318855.093750 Penalty: 4157.161133
	Iteration 43Q: 3 clusters Score -318855.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -318858.218750 Penalty: 4157.161133
	Iteration 44Q: 3 clusters Score -318858.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -318860.687500 Penalty: 4157.161133
	Iteration 45Q: 3 clusters Score -318860.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -318862.875000 Penalty: 4157.161133
	Iteration 46Q: 3 clusters Score -318862.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -318864.468750 Penalty: 4157.161133
	Iteration 47Q: 3 clusters Score -318864.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -318865.812500 Penalty: 4157.161133
	Iteration 48Q: 3 clusters Score -318865.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -318866.875000 Penalty: 4157.161133
	Iteration 49Q: 3 clusters Score -318866.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -318867.843750 Penalty: 4157.161133
	Iteration 50Q: 3 clusters Score -318867.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -318868.250000 Penalty: 4157.161133
	Iteration 51Q: 3 clusters Score -318868.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -318868.468750 Penalty: 4157.161133
	Iteration 52Q: 3 clusters Score -318868.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -318869.468750 Penalty: 4157.161133
	Iteration 53Q: 3 clusters Score -318869.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -318868.906250 Penalty: 4157.161133
	Iteration 54Q: 3 clusters Score -318868.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -318868.906250 Penalty: 4157.161133
	Iteration 55F: 3 clusters Score -318868.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Entering Unmasked Estep 
Score: -165898.703125 Penalty: 1984.999756
	Iteration 0F: 2 clusters Score -165898.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -162686.093750 Penalty: 3969.999512
	Iteration 0F: 3 clusters Score -162686.1 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -163569.656250 Penalty: 3969.999512
	Iteration 1F: 3 clusters Score -163569.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -163952.953125 Penalty: 3969.999512
	Iteration 2F: 3 clusters Score -163953 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -164305.375000 Penalty: 3969.999512
	Iteration 3F: 3 clusters Score -164305.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -164592.093750 Penalty: 3969.999512
	Iteration 4F: 3 clusters Score -164592.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -164790.921875 Penalty: 3969.999512
	Iteration 5F: 3 clusters Score -164790.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -164962.156250 Penalty: 3969.999512
	Iteration 6Q: 3 clusters Score -164962.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -165171.546875 Penalty: 3969.999512
	Iteration 7Q: 3 clusters Score -165171.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -165336.328125 Penalty: 3969.999512
	Iteration 8Q: 3 clusters Score -165336.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -165454.703125 Penalty: 3969.999512
	Iteration 9Q: 3 clusters Score -165454.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -165526.562500 Penalty: 3969.999512
	Iteration 10Q: 3 clusters Score -165526.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -165597.781250 Penalty: 3969.999512
	Iteration 11Q: 3 clusters Score -165597.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -165651.328125 Penalty: 3969.999512
	Iteration 12Q: 3 clusters Score -165651.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -165709.265625 Penalty: 3969.999512
	Iteration 13Q: 3 clusters Score -165709.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -165761.078125 Penalty: 3969.999512
	Iteration 14Q: 3 clusters Score -165761.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -165801.109375 Penalty: 3969.999512
	Iteration 15Q: 3 clusters Score -165801.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -165828.921875 Penalty: 3969.999512
	Iteration 16Q: 3 clusters Score -165828.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -165861.421875 Penalty: 3969.999512
	Iteration 17Q: 3 clusters Score -165861.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -165874.375000 Penalty: 3969.999512
	Iteration 18Q: 3 clusters Score -165874.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -165877.406250 Penalty: 3969.999512
	Iteration 19Q: 3 clusters Score -165877.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -165888.375000 Penalty: 3969.999512
	Iteration 20F: 3 clusters Score -165888.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -165896.937500 Penalty: 3969.999512
	Iteration 21Q: 3 clusters Score -165896.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -165899.703125 Penalty: 3969.999512
	Iteration 22Q: 3 clusters Score -165899.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -165903.031250 Penalty: 3969.999512
	Iteration 23Q: 3 clusters Score -165903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -165903.890625 Penalty: 3969.999512
	Iteration 24Q: 3 clusters Score -165903.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -165903.890625 Penalty: 3969.999512
	Iteration 25F: 3 clusters Score -165903.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 78565 members 
Mstep: Class 3 contains 223902 members 
Mstep: Class 4 contains 3867 members 
Mstep: Class 5 contains 2582 members 
Mstep: Class 6 contains 5301 members 
Mstep: Class 7 contains 3958 members 
Mstep: Class 8 contains 35630 members 
Mstep: Class 9 contains 304805 members 
Mstep: Class 10 contains 7476 members 
Mstep: Class 11 contains 12857 members 
Mstep: Class 12 contains 53648 members 
Mstep: Class 13 contains 4965 members 
Mstep: Class 14 contains 10157 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2654 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 206809 members 
Mstep: Class 19 contains 11399 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37718 members 
Mstep: Class 22 contains 10495 members 
Mstep: Class 23 contains 14424 members 
Mstep: Class 24 contains 50454 members 
Mstep: Class 25 contains 8078 members 
Mstep: Class 26 contains 18250 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27223 members 
Mstep: Class 30 contains 4365 members 
Mstep: Class 31 contains 1109 members 
Mstep: Class 32 contains 3943 members 
Mstep: Class 33 contains 12245 members 
Mstep: Class 34 contains 6318 members 
Mstep: Class 35 contains 108731 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 54503 members 
Mstep: Class 38 contains 28650 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9278 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12869 members 
Mstep: Class 47 contains 1425 members 
Mstep: Class 48 contains 1884 members 
Entering Unmasked Estep 
Score: -102282216.000000 Penalty: 168600.640625
Splitting cluster 31 changes total score from -102283592.000000 to -102282216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (3943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Entering Unmasked Estep 
Score: -260554.125000 Penalty: 2053.364990
	Iteration 0F: 2 clusters Score -260554.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -256728.484375 Penalty: 4106.729980
	Iteration 0F: 3 clusters Score -256728.5 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -257617.718750 Penalty: 4106.729980
	Iteration 1F: 3 clusters Score -257617.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -257807.093750 Penalty: 4106.729980
	Iteration 2F: 3 clusters Score -257807.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -257926.562500 Penalty: 4106.729980
	Iteration 3F: 3 clusters Score -257926.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -258019.156250 Penalty: 4106.729980
	Iteration 4Q: 3 clusters Score -258019.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -258106.093750 Penalty: 4106.729980
	Iteration 5Q: 3 clusters Score -258106.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -258174.890625 Penalty: 4106.729980
	Iteration 6Q: 3 clusters Score -258174.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -258244.609375 Penalty: 4106.729980
	Iteration 7Q: 3 clusters Score -258244.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -258329.765625 Penalty: 4106.729980
	Iteration 8Q: 3 clusters Score -258329.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -258418.343750 Penalty: 4106.729980
	Iteration 9Q: 3 clusters Score -258418.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -258494.296875 Penalty: 4106.729980
	Iteration 10Q: 3 clusters Score -258494.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -258558.140625 Penalty: 4106.729980
	Iteration 11Q: 3 clusters Score -258558.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -258611.750000 Penalty: 4106.729980
	Iteration 12Q: 3 clusters Score -258611.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -258653.687500 Penalty: 4106.729980
	Iteration 13Q: 3 clusters Score -258653.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -258698.609375 Penalty: 4106.729980
	Iteration 14Q: 3 clusters Score -258698.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -258743.875000 Penalty: 4106.729980
	Iteration 15Q: 3 clusters Score -258743.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -258800.078125 Penalty: 4106.729980
	Iteration 16Q: 3 clusters Score -258800.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -258873.484375 Penalty: 4106.729980
	Iteration 17Q: 3 clusters Score -258873.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -258939.015625 Penalty: 4106.729980
	Iteration 18Q: 3 clusters Score -258939 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -258999.796875 Penalty: 4106.729980
	Iteration 19Q: 3 clusters Score -258999.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -259057.109375 Penalty: 4106.729980
	Iteration 20F: 3 clusters Score -259057.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -259099.453125 Penalty: 4106.729980
	Iteration 21Q: 3 clusters Score -259099.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -259130.781250 Penalty: 4106.729980
	Iteration 22Q: 3 clusters Score -259130.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -259157.609375 Penalty: 4106.729980
	Iteration 23Q: 3 clusters Score -259157.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -259182.078125 Penalty: 4106.729980
	Iteration 24Q: 3 clusters Score -259182.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -259206.828125 Penalty: 4106.729980
	Iteration 25Q: 3 clusters Score -259206.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -259228.015625 Penalty: 4106.729980
	Iteration 26Q: 3 clusters Score -259228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -259255.390625 Penalty: 4106.729980
	Iteration 27Q: 3 clusters Score -259255.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -259280.921875 Penalty: 4106.729980
	Iteration 28Q: 3 clusters Score -259280.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -259294.921875 Penalty: 4106.729980
	Iteration 29Q: 3 clusters Score -259294.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -259307.312500 Penalty: 4106.729980
	Iteration 30Q: 3 clusters Score -259307.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -259326.281250 Penalty: 4106.729980
	Iteration 31Q: 3 clusters Score -259326.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -259341.515625 Penalty: 4106.729980
	Iteration 32Q: 3 clusters Score -259341.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -259356.500000 Penalty: 4106.729980
	Iteration 33Q: 3 clusters Score -259356.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -259371.890625 Penalty: 4106.729980
	Iteration 34Q: 3 clusters Score -259371.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -259384.468750 Penalty: 4106.729980
	Iteration 35Q: 3 clusters Score -259384.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -259397.812500 Penalty: 4106.729980
	Iteration 36Q: 3 clusters Score -259397.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -259409.843750 Penalty: 4106.729980
	Iteration 37Q: 3 clusters Score -259409.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -259419.734375 Penalty: 4106.729980
	Iteration 38Q: 3 clusters Score -259419.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -259428.703125 Penalty: 4106.729980
	Iteration 39Q: 3 clusters Score -259428.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -259432.468750 Penalty: 4106.729980
	Iteration 40F: 3 clusters Score -259432.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -259434.234375 Penalty: 4106.729980
	Iteration 41Q: 3 clusters Score -259434.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -259436.828125 Penalty: 4106.729980
	Iteration 42Q: 3 clusters Score -259436.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -259440.828125 Penalty: 4106.729980
	Iteration 43Q: 3 clusters Score -259440.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -259447.375000 Penalty: 4106.729980
	Iteration 44Q: 3 clusters Score -259447.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -259452.109375 Penalty: 4106.729980
	Iteration 45Q: 3 clusters Score -259452.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -259457.250000 Penalty: 4106.729980
	Iteration 46Q: 3 clusters Score -259457.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -259464.671875 Penalty: 4106.729980
	Iteration 47Q: 3 clusters Score -259464.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -259470.625000 Penalty: 4106.729980
	Iteration 48Q: 3 clusters Score -259470.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -259475.875000 Penalty: 4106.729980
	Iteration 49Q: 3 clusters Score -259475.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -259483.046875 Penalty: 4106.729980
	Iteration 50Q: 3 clusters Score -259483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -259490.531250 Penalty: 4106.729980
	Iteration 51Q: 3 clusters Score -259490.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -259496.625000 Penalty: 4106.729980
	Iteration 52Q: 3 clusters Score -259496.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -259501.468750 Penalty: 4106.729980
	Iteration 53Q: 3 clusters Score -259501.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -259504.578125 Penalty: 4106.729980
	Iteration 54Q: 3 clusters Score -259504.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -259505.781250 Penalty: 4106.729980
	Iteration 55Q: 3 clusters Score -259505.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -259506.234375 Penalty: 4106.729980
	Iteration 56Q: 3 clusters Score -259506.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -259507.875000 Penalty: 4106.729980
	Iteration 57Q: 3 clusters Score -259507.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -259510.609375 Penalty: 4106.729980
	Iteration 58Q: 3 clusters Score -259510.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -259515.078125 Penalty: 4106.729980
	Iteration 59Q: 3 clusters Score -259515.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -259521.843750 Penalty: 4106.729980
	Iteration 60F: 3 clusters Score -259521.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -259527.265625 Penalty: 4106.729980
	Iteration 61Q: 3 clusters Score -259527.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -259530.453125 Penalty: 4106.729980
	Iteration 62Q: 3 clusters Score -259530.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -259533.109375 Penalty: 4106.729980
	Iteration 63Q: 3 clusters Score -259533.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -259536.437500 Penalty: 4106.729980
	Iteration 64Q: 3 clusters Score -259536.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -259538.828125 Penalty: 4106.729980
	Iteration 65Q: 3 clusters Score -259538.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -259540.109375 Penalty: 4106.729980
	Iteration 66Q: 3 clusters Score -259540.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -259540.562500 Penalty: 4106.729980
	Iteration 67Q: 3 clusters Score -259540.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -259540.562500 Penalty: 4106.729980
	Iteration 68F: 3 clusters Score -259540.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Entering Unmasked Estep 
Score: -907912.937500 Penalty: 2334.392578
	Iteration 0F: 2 clusters Score -907912.9 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 6117 members 
Entering Unmasked Estep 
Score: -898767.375000 Penalty: 4668.785156
	Iteration 0F: 3 clusters Score -898767.4 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -901529.000000 Penalty: 4668.785156
	Iteration 1F: 3 clusters Score -901529 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -901812.812500 Penalty: 4668.785156
	Iteration 2F: 3 clusters Score -901812.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -902034.437500 Penalty: 4668.785156
	Iteration 3Q: 3 clusters Score -902034.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -902249.000000 Penalty: 4668.785156
	Iteration 4Q: 3 clusters Score -902249 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -902452.875000 Penalty: 4668.785156
	Iteration 5Q: 3 clusters Score -902452.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -902672.000000 Penalty: 4668.785156
	Iteration 6Q: 3 clusters Score -902672 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -902897.937500 Penalty: 4668.785156
	Iteration 7Q: 3 clusters Score -902897.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -903171.125000 Penalty: 4668.785156
	Iteration 8Q: 3 clusters Score -903171.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -903488.437500 Penalty: 4668.785156
	Iteration 9Q: 3 clusters Score -903488.4 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -903812.937500 Penalty: 4668.785156
	Iteration 10Q: 3 clusters Score -903812.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -904119.437500 Penalty: 4668.785156
	Iteration 11Q: 3 clusters Score -904119.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -904375.750000 Penalty: 4668.785156
	Iteration 12Q: 3 clusters Score -904375.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -904620.250000 Penalty: 4668.785156
	Iteration 13Q: 3 clusters Score -904620.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -904819.500000 Penalty: 4668.785156
	Iteration 14Q: 3 clusters Score -904819.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -904991.312500 Penalty: 4668.785156
	Iteration 15Q: 3 clusters Score -904991.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -905132.062500 Penalty: 4668.785156
	Iteration 16Q: 3 clusters Score -905132.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -905239.312500 Penalty: 4668.785156
	Iteration 17Q: 3 clusters Score -905239.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -905335.375000 Penalty: 4668.785156
	Iteration 18Q: 3 clusters Score -905335.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -905436.312500 Penalty: 4668.785156
	Iteration 19Q: 3 clusters Score -905436.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -905513.625000 Penalty: 4668.785156
	Iteration 20F: 3 clusters Score -905513.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -905571.937500 Penalty: 4668.785156
	Iteration 21Q: 3 clusters Score -905571.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -905619.250000 Penalty: 4668.785156
	Iteration 22Q: 3 clusters Score -905619.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -905656.187500 Penalty: 4668.785156
	Iteration 23Q: 3 clusters Score -905656.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -905680.937500 Penalty: 4668.785156
	Iteration 24Q: 3 clusters Score -905680.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -905707.562500 Penalty: 4668.785156
	Iteration 25Q: 3 clusters Score -905707.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -905729.562500 Penalty: 4668.785156
	Iteration 26Q: 3 clusters Score -905729.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -905748.250000 Penalty: 4668.785156
	Iteration 27Q: 3 clusters Score -905748.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -905761.812500 Penalty: 4668.785156
	Iteration 28Q: 3 clusters Score -905761.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -905772.375000 Penalty: 4668.785156
	Iteration 29Q: 3 clusters Score -905772.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -905777.375000 Penalty: 4668.785156
	Iteration 30Q: 3 clusters Score -905777.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -905784.750000 Penalty: 4668.785156
	Iteration 31Q: 3 clusters Score -905784.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -905786.562500 Penalty: 4668.785156
	Iteration 32Q: 3 clusters Score -905786.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -905790.437500 Penalty: 4668.785156
	Iteration 33Q: 3 clusters Score -905790.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -905791.875000 Penalty: 4668.785156
	Iteration 34Q: 3 clusters Score -905791.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -905794.250000 Penalty: 4668.785156
	Iteration 35Q: 3 clusters Score -905794.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -905803.312500 Penalty: 4668.785156
	Iteration 36Q: 3 clusters Score -905803.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -905813.437500 Penalty: 4668.785156
	Iteration 37Q: 3 clusters Score -905813.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -905817.875000 Penalty: 4668.785156
	Iteration 38Q: 3 clusters Score -905817.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -905826.312500 Penalty: 4668.785156
	Iteration 39Q: 3 clusters Score -905826.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -905828.687500 Penalty: 4668.785156
	Iteration 40F: 3 clusters Score -905828.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -905841.187500 Penalty: 4668.785156
	Iteration 41Q: 3 clusters Score -905841.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -905843.625000 Penalty: 4668.785156
	Iteration 42Q: 3 clusters Score -905843.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -905848.937500 Penalty: 4668.785156
	Iteration 43Q: 3 clusters Score -905848.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -905857.500000 Penalty: 4668.785156
	Iteration 44Q: 3 clusters Score -905857.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -905863.375000 Penalty: 4668.785156
	Iteration 45Q: 3 clusters Score -905863.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -905868.937500 Penalty: 4668.785156
	Iteration 46Q: 3 clusters Score -905868.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -905876.125000 Penalty: 4668.785156
	Iteration 47Q: 3 clusters Score -905876.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -905882.562500 Penalty: 4668.785156
	Iteration 48Q: 3 clusters Score -905882.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -905884.375000 Penalty: 4668.785156
	Iteration 49Q: 3 clusters Score -905884.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -905887.375000 Penalty: 4668.785156
	Iteration 50Q: 3 clusters Score -905887.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -905888.375000 Penalty: 4668.785156
	Iteration 51Q: 3 clusters Score -905888.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -905892.375000 Penalty: 4668.785156
	Iteration 52Q: 3 clusters Score -905892.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -905894.625000 Penalty: 4668.785156
	Iteration 53Q: 3 clusters Score -905894.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -905897.187500 Penalty: 4668.785156
	Iteration 54Q: 3 clusters Score -905897.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -905899.437500 Penalty: 4668.785156
	Iteration 55Q: 3 clusters Score -905899.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -905902.562500 Penalty: 4668.785156
	Iteration 56Q: 3 clusters Score -905902.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -905904.875000 Penalty: 4668.785156
	Iteration 57Q: 3 clusters Score -905904.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -905903.687500 Penalty: 4668.785156
	Iteration 58Q: 3 clusters Score -905903.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -905903.875000 Penalty: 4668.785156
	Iteration 59Q: 3 clusters Score -905903.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -905905.562500 Penalty: 4668.785156
	Iteration 60F: 3 clusters Score -905905.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -905907.750000 Penalty: 4668.785156
	Iteration 61Q: 3 clusters Score -905907.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -905907.812500 Penalty: 4668.785156
	Iteration 62Q: 3 clusters Score -905907.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -905908.312500 Penalty: 4668.785156
	Iteration 63Q: 3 clusters Score -905908.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -905911.312500 Penalty: 4668.785156
	Iteration 64Q: 3 clusters Score -905911.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -905914.437500 Penalty: 4668.785156
	Iteration 65Q: 3 clusters Score -905914.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -905916.625000 Penalty: 4668.785156
	Iteration 66Q: 3 clusters Score -905916.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -905921.250000 Penalty: 4668.785156
	Iteration 67Q: 3 clusters Score -905921.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -905921.125000 Penalty: 4668.785156
	Iteration 68Q: 3 clusters Score -905921.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -905922.250000 Penalty: 4668.785156
	Iteration 69Q: 3 clusters Score -905922.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -905924.562500 Penalty: 4668.785156
	Iteration 70Q: 3 clusters Score -905924.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -905925.875000 Penalty: 4668.785156
	Iteration 71Q: 3 clusters Score -905925.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -905925.250000 Penalty: 4668.785156
	Iteration 72Q: 3 clusters Score -905925.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -905925.250000 Penalty: 4668.785156
	Iteration 73F: 3 clusters Score -905925.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Entering Unmasked Estep 
Score: -464621.281250 Penalty: 2170.287109
	Iteration 0F: 2 clusters Score -464621.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -459341.718750 Penalty: 4340.574219
	Iteration 0F: 3 clusters Score -459341.7 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -460718.406250 Penalty: 4340.574219
	Iteration 1F: 3 clusters Score -460718.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -460944.093750 Penalty: 4340.574219
	Iteration 2F: 3 clusters Score -460944.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -461094.468750 Penalty: 4340.574219
	Iteration 3Q: 3 clusters Score -461094.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -461208.093750 Penalty: 4340.574219
	Iteration 4Q: 3 clusters Score -461208.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -461302.156250 Penalty: 4340.574219
	Iteration 5Q: 3 clusters Score -461302.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -461403.437500 Penalty: 4340.574219
	Iteration 6Q: 3 clusters Score -461403.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -461517.156250 Penalty: 4340.574219
	Iteration 7Q: 3 clusters Score -461517.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -461635.531250 Penalty: 4340.574219
	Iteration 8Q: 3 clusters Score -461635.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -461758.375000 Penalty: 4340.574219
	Iteration 9Q: 3 clusters Score -461758.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -461893.156250 Penalty: 4340.574219
	Iteration 10Q: 3 clusters Score -461893.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -462059.500000 Penalty: 4340.574219
	Iteration 11Q: 3 clusters Score -462059.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -462292.812500 Penalty: 4340.574219
	Iteration 12Q: 3 clusters Score -462292.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -462587.562500 Penalty: 4340.574219
	Iteration 13Q: 3 clusters Score -462587.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -462897.593750 Penalty: 4340.574219
	Iteration 14Q: 3 clusters Score -462897.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -463170.218750 Penalty: 4340.574219
	Iteration 15Q: 3 clusters Score -463170.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -463366.812500 Penalty: 4340.574219
	Iteration 16Q: 3 clusters Score -463366.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -463488.000000 Penalty: 4340.574219
	Iteration 17Q: 3 clusters Score -463488 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -463548.125000 Penalty: 4340.574219
	Iteration 18Q: 3 clusters Score -463548.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -463587.093750 Penalty: 4340.574219
	Iteration 19Q: 3 clusters Score -463587.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -463619.031250 Penalty: 4340.574219
	Iteration 20F: 3 clusters Score -463619 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -463652.968750 Penalty: 4340.574219
	Iteration 21Q: 3 clusters Score -463653 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -463689.187500 Penalty: 4340.574219
	Iteration 22Q: 3 clusters Score -463689.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -463705.156250 Penalty: 4340.574219
	Iteration 23Q: 3 clusters Score -463705.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -463714.343750 Penalty: 4340.574219
	Iteration 24Q: 3 clusters Score -463714.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -463719.343750 Penalty: 4340.574219
	Iteration 25Q: 3 clusters Score -463719.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -463721.031250 Penalty: 4340.574219
	Iteration 26Q: 3 clusters Score -463721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -463723.593750 Penalty: 4340.574219
	Iteration 27Q: 3 clusters Score -463723.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -463724.718750 Penalty: 4340.574219
	Iteration 28Q: 3 clusters Score -463724.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -463728.531250 Penalty: 4340.574219
	Iteration 29Q: 3 clusters Score -463728.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -463729.062500 Penalty: 4340.574219
	Iteration 30Q: 3 clusters Score -463729.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -463730.156250 Penalty: 4340.574219
	Iteration 31Q: 3 clusters Score -463730.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -463732.593750 Penalty: 4340.574219
	Iteration 32Q: 3 clusters Score -463732.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -463732.968750 Penalty: 4340.574219
	Iteration 33Q: 3 clusters Score -463733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -463734.062500 Penalty: 4340.574219
	Iteration 34Q: 3 clusters Score -463734.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -463734.718750 Penalty: 4340.574219
	Iteration 35Q: 3 clusters Score -463734.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -463735.375000 Penalty: 4340.574219
	Iteration 36Q: 3 clusters Score -463735.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -463736.625000 Penalty: 4340.574219
	Iteration 37Q: 3 clusters Score -463736.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -463736.718750 Penalty: 4340.574219
	Iteration 38Q: 3 clusters Score -463736.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -463737.437500 Penalty: 4340.574219
	Iteration 39Q: 3 clusters Score -463737.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -463737.437500 Penalty: 4340.574219
	Iteration 40F: 3 clusters Score -463737.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (108731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108731 members 
Entering Unmasked Estep 
Score: -8299775.500000 Penalty: 2875.964844
	Iteration 0F: 2 clusters Score -8299776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 54130 members 
Entering Unmasked Estep 
Score: -8226853.000000 Penalty: 5751.929688
	Iteration 0F: 3 clusters Score -8226853 nChanged 51540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56909 members 
Mstep: Class 2 contains 51822 members 
Entering Unmasked Estep 
Score: -8256349.000000 Penalty: 5751.929688
	Iteration 1F: 3 clusters Score -8256349 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58312 members 
Mstep: Class 2 contains 50419 members 
Entering Unmasked Estep 
Score: -8257216.500000 Penalty: 5751.929688
	Iteration 2Q: 3 clusters Score -8257216 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -8258401.500000 Penalty: 5751.929688
	Iteration 3Q: 3 clusters Score -8258402 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63770 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -8260149.000000 Penalty: 5751.929688
	Iteration 4Q: 3 clusters Score -8260149 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68444 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -8262918.000000 Penalty: 5751.929688
	Iteration 5Q: 3 clusters Score -8262918 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74810 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -8267279.000000 Penalty: 5751.929688
	Iteration 6F: 3 clusters Score -8267279 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82810 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -8273894.000000 Penalty: 5751.929688
	Iteration 7F: 3 clusters Score -8273894 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91598 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -8282010.000000 Penalty: 5751.929688
	Iteration 8F: 3 clusters Score -8282010 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99092 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -8289177.000000 Penalty: 5751.929688
	Iteration 9F: 3 clusters Score -8289177 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103866 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -8293471.500000 Penalty: 5751.929688
	Iteration 10Q: 3 clusters Score -8293472 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106300 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -8295500.500000 Penalty: 5751.929688
	Iteration 11Q: 3 clusters Score -8295500 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107397 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -8296416.500000 Penalty: 5751.929688
	Iteration 12Q: 3 clusters Score -8296416 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107842 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8296810.500000 Penalty: 5751.929688
	Iteration 13Q: 3 clusters Score -8296810 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108036 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8297021.500000 Penalty: 5751.929688
	Iteration 14Q: 3 clusters Score -8297022 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108140 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8297166.500000 Penalty: 5751.929688
	Iteration 15Q: 3 clusters Score -8297166 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108187 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8297236.500000 Penalty: 5751.929688
	Iteration 16Q: 3 clusters Score -8297236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108211 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8297270.000000 Penalty: 5751.929688
	Iteration 17Q: 3 clusters Score -8297270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108221 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8297286.000000 Penalty: 5751.929688
	Iteration 18Q: 3 clusters Score -8297286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108233 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8297300.000000 Penalty: 5751.929688
	Iteration 19Q: 3 clusters Score -8297300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108246 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8297331.000000 Penalty: 5751.929688
	Iteration 20F: 3 clusters Score -8297331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108253 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8297341.500000 Penalty: 5751.929688
	Iteration 21Q: 3 clusters Score -8297342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108256 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8297356.000000 Penalty: 5751.929688
	Iteration 22Q: 3 clusters Score -8297356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108261 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8297361.500000 Penalty: 5751.929688
	Iteration 23Q: 3 clusters Score -8297362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108266 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8297365.500000 Penalty: 5751.929688
	Iteration 24Q: 3 clusters Score -8297366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108269 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8297361.500000 Penalty: 5751.929688
	Iteration 25Q: 3 clusters Score -8297362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108269 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8297361.500000 Penalty: 5751.929688
	Iteration 26F: 3 clusters Score -8297362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Entering Unmasked Estep 
Score: -78760.843750 Penalty: 1753.539551
	Iteration 0F: 2 clusters Score -78760.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -76768.890625 Penalty: 3507.079102
	Iteration 0F: 3 clusters Score -76768.89 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -77160.156250 Penalty: 3507.079102
	Iteration 1F: 3 clusters Score -77160.16 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -77348.312500 Penalty: 3507.079102
	Iteration 2F: 3 clusters Score -77348.31 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -77476.468750 Penalty: 3507.079102
	Iteration 3F: 3 clusters Score -77476.47 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -77561.328125 Penalty: 3507.079102
	Iteration 4F: 3 clusters Score -77561.33 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -77639.101562 Penalty: 3507.079102
	Iteration 5Q: 3 clusters Score -77639.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -77717.687500 Penalty: 3507.079102
	Iteration 6Q: 3 clusters Score -77717.69 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -77780.335938 Penalty: 3507.079102
	Iteration 7Q: 3 clusters Score -77780.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -77816.585938 Penalty: 3507.079102
	Iteration 8Q: 3 clusters Score -77816.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -77851.476562 Penalty: 3507.079102
	Iteration 9Q: 3 clusters Score -77851.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -77888.000000 Penalty: 3507.079102
	Iteration 10Q: 3 clusters Score -77888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -77918.101562 Penalty: 3507.079102
	Iteration 11Q: 3 clusters Score -77918.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -77958.914062 Penalty: 3507.079102
	Iteration 12Q: 3 clusters Score -77958.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -77994.335938 Penalty: 3507.079102
	Iteration 13Q: 3 clusters Score -77994.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -78026.414062 Penalty: 3507.079102
	Iteration 14Q: 3 clusters Score -78026.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -78048.031250 Penalty: 3507.079102
	Iteration 15Q: 3 clusters Score -78048.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -78057.195312 Penalty: 3507.079102
	Iteration 16Q: 3 clusters Score -78057.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -78066.445312 Penalty: 3507.079102
	Iteration 17Q: 3 clusters Score -78066.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -78074.710938 Penalty: 3507.079102
	Iteration 18Q: 3 clusters Score -78074.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -78082.968750 Penalty: 3507.079102
	Iteration 19Q: 3 clusters Score -78082.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -78091.179688 Penalty: 3507.079102
	Iteration 20F: 3 clusters Score -78091.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -78095.773438 Penalty: 3507.079102
	Iteration 21Q: 3 clusters Score -78095.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -78097.656250 Penalty: 3507.079102
	Iteration 22Q: 3 clusters Score -78097.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -78099.226562 Penalty: 3507.079102
	Iteration 23Q: 3 clusters Score -78099.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -78099.226562 Penalty: 3507.079102
	Iteration 24F: 3 clusters Score -78099.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (54503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Entering Unmasked Estep 
Score: -4281021.000000 Penalty: 2704.690674
	Iteration 0F: 2 clusters Score -4281021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -4244207.000000 Penalty: 5409.381348
	Iteration 0F: 3 clusters Score -4244207 nChanged 25311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -4258452.500000 Penalty: 5409.381348
	Iteration 1F: 3 clusters Score -4258452 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -4259379.000000 Penalty: 5409.381348
	Iteration 2Q: 3 clusters Score -4259379 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -4260723.500000 Penalty: 5409.381348
	Iteration 3F: 3 clusters Score -4260724 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -4262604.000000 Penalty: 5409.381348
	Iteration 4F: 3 clusters Score -4262604 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -4265284.000000 Penalty: 5409.381348
	Iteration 5F: 3 clusters Score -4265284 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -4268653.000000 Penalty: 5409.381348
	Iteration 6F: 3 clusters Score -4268653 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -4271882.000000 Penalty: 5409.381348
	Iteration 7F: 3 clusters Score -4271882 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -4274230.000000 Penalty: 5409.381348
	Iteration 8F: 3 clusters Score -4274230 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -4275560.500000 Penalty: 5409.381348
	Iteration 9Q: 3 clusters Score -4275560 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -4276282.000000 Penalty: 5409.381348
	Iteration 10Q: 3 clusters Score -4276282 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -4276677.500000 Penalty: 5409.381348
	Iteration 11Q: 3 clusters Score -4276678 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -4276947.500000 Penalty: 5409.381348
	Iteration 12Q: 3 clusters Score -4276948 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -4277193.000000 Penalty: 5409.381348
	Iteration 13Q: 3 clusters Score -4277193 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -4277389.000000 Penalty: 5409.381348
	Iteration 14Q: 3 clusters Score -4277389 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49730 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -4277527.000000 Penalty: 5409.381348
	Iteration 15Q: 3 clusters Score -4277527 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -4277646.500000 Penalty: 5409.381348
	Iteration 16Q: 3 clusters Score -4277646 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -4277738.000000 Penalty: 5409.381348
	Iteration 17Q: 3 clusters Score -4277738 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -4277829.500000 Penalty: 5409.381348
	Iteration 18Q: 3 clusters Score -4277830 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -4277927.500000 Penalty: 5409.381348
	Iteration 19Q: 3 clusters Score -4277928 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -4277988.500000 Penalty: 5409.381348
	Iteration 20F: 3 clusters Score -4277988 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -4278080.500000 Penalty: 5409.381348
	Iteration 21Q: 3 clusters Score -4278080 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -4278123.500000 Penalty: 5409.381348
	Iteration 22Q: 3 clusters Score -4278124 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4278167.500000 Penalty: 5409.381348
	Iteration 23Q: 3 clusters Score -4278168 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -4278230.500000 Penalty: 5409.381348
	Iteration 24Q: 3 clusters Score -4278230 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4278254.000000 Penalty: 5409.381348
	Iteration 25Q: 3 clusters Score -4278254 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -4278299.000000 Penalty: 5409.381348
	Iteration 26Q: 3 clusters Score -4278299 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -4278344.500000 Penalty: 5409.381348
	Iteration 27Q: 3 clusters Score -4278344 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4278384.500000 Penalty: 5409.381348
	Iteration 28Q: 3 clusters Score -4278384 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52583 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4278443.000000 Penalty: 5409.381348
	Iteration 29Q: 3 clusters Score -4278443 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52686 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4278482.500000 Penalty: 5409.381348
	Iteration 30Q: 3 clusters Score -4278482 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52773 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4278504.000000 Penalty: 5409.381348
	Iteration 31Q: 3 clusters Score -4278504 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52846 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4278522.000000 Penalty: 5409.381348
	Iteration 32Q: 3 clusters Score -4278522 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52903 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4278535.000000 Penalty: 5409.381348
	Iteration 33Q: 3 clusters Score -4278535 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52960 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4278567.000000 Penalty: 5409.381348
	Iteration 34Q: 3 clusters Score -4278567 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53001 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4278574.500000 Penalty: 5409.381348
	Iteration 35Q: 3 clusters Score -4278574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53044 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4278584.500000 Penalty: 5409.381348
	Iteration 36Q: 3 clusters Score -4278584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4278593.500000 Penalty: 5409.381348
	Iteration 37Q: 3 clusters Score -4278594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4278600.000000 Penalty: 5409.381348
	Iteration 38Q: 3 clusters Score -4278600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53148 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4278603.000000 Penalty: 5409.381348
	Iteration 39Q: 3 clusters Score -4278603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53173 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4278611.000000 Penalty: 5409.381348
	Iteration 40F: 3 clusters Score -4278611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4278618.500000 Penalty: 5409.381348
	Iteration 41Q: 3 clusters Score -4278618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4278631.000000 Penalty: 5409.381348
	Iteration 42Q: 3 clusters Score -4278631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53219 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4278640.000000 Penalty: 5409.381348
	Iteration 43Q: 3 clusters Score -4278640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4278647.500000 Penalty: 5409.381348
	Iteration 44Q: 3 clusters Score -4278648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53253 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4278654.500000 Penalty: 5409.381348
	Iteration 45Q: 3 clusters Score -4278654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53270 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4278654.000000 Penalty: 5409.381348
	Iteration 46Q: 3 clusters Score -4278654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53283 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4278654.000000 Penalty: 5409.381348
	Iteration 47Q: 3 clusters Score -4278654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4278659.000000 Penalty: 5409.381348
	Iteration 48Q: 3 clusters Score -4278659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53307 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4278664.000000 Penalty: 5409.381348
	Iteration 49Q: 3 clusters Score -4278664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53315 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4278672.000000 Penalty: 5409.381348
	Iteration 50Q: 3 clusters Score -4278672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53319 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4278677.000000 Penalty: 5409.381348
	Iteration 51Q: 3 clusters Score -4278677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4278676.000000 Penalty: 5409.381348
	Iteration 52Q: 3 clusters Score -4278676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53324 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4278675.000000 Penalty: 5409.381348
	Iteration 53Q: 3 clusters Score -4278675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4278674.000000 Penalty: 5409.381348
	Iteration 54Q: 3 clusters Score -4278674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4278680.500000 Penalty: 5409.381348
	Iteration 55Q: 3 clusters Score -4278680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53332 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4278680.500000 Penalty: 5409.381348
	Iteration 56Q: 3 clusters Score -4278680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53334 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4278684.500000 Penalty: 5409.381348
	Iteration 57Q: 3 clusters Score -4278684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4278688.500000 Penalty: 5409.381348
	Iteration 58Q: 3 clusters Score -4278688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53338 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4278685.500000 Penalty: 5409.381348
	Iteration 59Q: 3 clusters Score -4278686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4278691.500000 Penalty: 5409.381348
	Iteration 60F: 3 clusters Score -4278692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53346 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4278692.000000 Penalty: 5409.381348
	Iteration 61Q: 3 clusters Score -4278692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53347 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4278691.500000 Penalty: 5409.381348
	Iteration 62Q: 3 clusters Score -4278692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53348 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4278691.500000 Penalty: 5409.381348
	Iteration 63Q: 3 clusters Score -4278692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53347 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4278693.500000 Penalty: 5409.381348
	Iteration 64Q: 3 clusters Score -4278694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53348 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4278693.500000 Penalty: 5409.381348
	Iteration 65Q: 3 clusters Score -4278694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53348 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4278693.500000 Penalty: 5409.381348
	Iteration 66F: 3 clusters Score -4278694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (28650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Entering Unmasked Estep 
Score: -1872411.000000 Penalty: 2545.201416
	Iteration 0F: 2 clusters Score -1872411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1852672.250000 Penalty: 5090.402832
	Iteration 0F: 3 clusters Score -1852672 nChanged 12813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1860031.750000 Penalty: 5090.402832
	Iteration 1F: 3 clusters Score -1860032 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1860838.375000 Penalty: 5090.402832
	Iteration 2F: 3 clusters Score -1860838 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1861757.000000 Penalty: 5090.402832
	Iteration 3F: 3 clusters Score -1861757 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1862725.125000 Penalty: 5090.402832
	Iteration 4F: 3 clusters Score -1862725 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1863686.750000 Penalty: 5090.402832
	Iteration 5F: 3 clusters Score -1863687 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1864690.625000 Penalty: 5090.402832
	Iteration 6F: 3 clusters Score -1864691 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1865798.000000 Penalty: 5090.402832
	Iteration 7F: 3 clusters Score -1865798 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1866896.375000 Penalty: 5090.402832
	Iteration 8F: 3 clusters Score -1866896 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1867962.625000 Penalty: 5090.402832
	Iteration 9Q: 3 clusters Score -1867963 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1868906.125000 Penalty: 5090.402832
	Iteration 10Q: 3 clusters Score -1868906 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1869716.375000 Penalty: 5090.402832
	Iteration 11Q: 3 clusters Score -1869716 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1870279.875000 Penalty: 5090.402832
	Iteration 12Q: 3 clusters Score -1870280 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1870620.500000 Penalty: 5090.402832
	Iteration 13Q: 3 clusters Score -1870620 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1870865.000000 Penalty: 5090.402832
	Iteration 14Q: 3 clusters Score -1870865 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1871022.625000 Penalty: 5090.402832
	Iteration 15Q: 3 clusters Score -1871023 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1871123.625000 Penalty: 5090.402832
	Iteration 16Q: 3 clusters Score -1871124 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1871204.375000 Penalty: 5090.402832
	Iteration 17Q: 3 clusters Score -1871204 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1871248.750000 Penalty: 5090.402832
	Iteration 18Q: 3 clusters Score -1871249 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1871269.875000 Penalty: 5090.402832
	Iteration 19Q: 3 clusters Score -1871270 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1871283.250000 Penalty: 5090.402832
	Iteration 20F: 3 clusters Score -1871283 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1871299.625000 Penalty: 5090.402832
	Iteration 21Q: 3 clusters Score -1871300 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1871309.750000 Penalty: 5090.402832
	Iteration 22Q: 3 clusters Score -1871310 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1871318.500000 Penalty: 5090.402832
	Iteration 23Q: 3 clusters Score -1871318 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1871329.250000 Penalty: 5090.402832
	Iteration 24Q: 3 clusters Score -1871329 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1871342.250000 Penalty: 5090.402832
	Iteration 25Q: 3 clusters Score -1871342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1871344.875000 Penalty: 5090.402832
	Iteration 26Q: 3 clusters Score -1871345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1871345.250000 Penalty: 5090.402832
	Iteration 27Q: 3 clusters Score -1871345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1871348.750000 Penalty: 5090.402832
	Iteration 28Q: 3 clusters Score -1871349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1871351.125000 Penalty: 5090.402832
	Iteration 29Q: 3 clusters Score -1871351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1871357.000000 Penalty: 5090.402832
	Iteration 30Q: 3 clusters Score -1871357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1871357.625000 Penalty: 5090.402832
	Iteration 31Q: 3 clusters Score -1871358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1871357.875000 Penalty: 5090.402832
	Iteration 32Q: 3 clusters Score -1871358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1871360.250000 Penalty: 5090.402832
	Iteration 33Q: 3 clusters Score -1871360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1871359.625000 Penalty: 5090.402832
	Iteration 34Q: 3 clusters Score -1871360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1871362.000000 Penalty: 5090.402832
	Iteration 35Q: 3 clusters Score -1871362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1871362.500000 Penalty: 5090.402832
	Iteration 36Q: 3 clusters Score -1871362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1871361.250000 Penalty: 5090.402832
	Iteration 37Q: 3 clusters Score -1871361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1871362.375000 Penalty: 5090.402832
	Iteration 38Q: 3 clusters Score -1871362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1871364.125000 Penalty: 5090.402832
	Iteration 39Q: 3 clusters Score -1871364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1871362.875000 Penalty: 5090.402832
	Iteration 40F: 3 clusters Score -1871363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1871365.375000 Penalty: 5090.402832
	Iteration 41Q: 3 clusters Score -1871365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1871364.875000 Penalty: 5090.402832
	Iteration 42Q: 3 clusters Score -1871365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1871361.875000 Penalty: 5090.402832
	Iteration 43Q: 3 clusters Score -1871362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1871363.000000 Penalty: 5090.402832
	Iteration 44Q: 3 clusters Score -1871363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1871365.625000 Penalty: 5090.402832
	Iteration 45Q: 3 clusters Score -1871366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1871368.750000 Penalty: 5090.402832
	Iteration 46Q: 3 clusters Score -1871369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1871369.125000 Penalty: 5090.402832
	Iteration 47Q: 3 clusters Score -1871369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1871371.125000 Penalty: 5090.402832
	Iteration 48Q: 3 clusters Score -1871371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1871370.375000 Penalty: 5090.402832
	Iteration 49Q: 3 clusters Score -1871370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1871370.875000 Penalty: 5090.402832
	Iteration 50Q: 3 clusters Score -1871371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1871374.000000 Penalty: 5090.402832
	Iteration 51Q: 3 clusters Score -1871374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1871371.875000 Penalty: 5090.402832
	Iteration 52Q: 3 clusters Score -1871372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1871373.125000 Penalty: 5090.402832
	Iteration 53Q: 3 clusters Score -1871373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1871375.250000 Penalty: 5090.402832
	Iteration 54Q: 3 clusters Score -1871375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1871372.000000 Penalty: 5090.402832
	Iteration 55Q: 3 clusters Score -1871372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1871374.125000 Penalty: 5090.402832
	Iteration 56Q: 3 clusters Score -1871374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1871374.125000 Penalty: 5090.402832
	Iteration 57F: 3 clusters Score -1871374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Entering Unmasked Estep 
Score: -219244.937500 Penalty: 1986.239502
	Iteration 0F: 2 clusters Score -219244.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -216007.890625 Penalty: 3972.479004
	Iteration 0F: 3 clusters Score -216007.9 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -216676.468750 Penalty: 3972.479004
	Iteration 1F: 3 clusters Score -216676.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -216807.734375 Penalty: 3972.479004
	Iteration 2F: 3 clusters Score -216807.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -216886.812500 Penalty: 3972.479004
	Iteration 3Q: 3 clusters Score -216886.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -216933.437500 Penalty: 3972.479004
	Iteration 4Q: 3 clusters Score -216933.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -216957.328125 Penalty: 3972.479004
	Iteration 5Q: 3 clusters Score -216957.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -216973.109375 Penalty: 3972.479004
	Iteration 6Q: 3 clusters Score -216973.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -216984.859375 Penalty: 3972.479004
	Iteration 7Q: 3 clusters Score -216984.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -216991.921875 Penalty: 3972.479004
	Iteration 8Q: 3 clusters Score -216991.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -216998.937500 Penalty: 3972.479004
	Iteration 9Q: 3 clusters Score -216998.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -217004.312500 Penalty: 3972.479004
	Iteration 10Q: 3 clusters Score -217004.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -217010.546875 Penalty: 3972.479004
	Iteration 11Q: 3 clusters Score -217010.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -217015.015625 Penalty: 3972.479004
	Iteration 12Q: 3 clusters Score -217015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -217022.296875 Penalty: 3972.479004
	Iteration 13Q: 3 clusters Score -217022.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -217024.062500 Penalty: 3972.479004
	Iteration 14Q: 3 clusters Score -217024.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -217025.953125 Penalty: 3972.479004
	Iteration 15Q: 3 clusters Score -217026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -217027.296875 Penalty: 3972.479004
	Iteration 16Q: 3 clusters Score -217027.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -217029.906250 Penalty: 3972.479004
	Iteration 17Q: 3 clusters Score -217029.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -217031.906250 Penalty: 3972.479004
	Iteration 18Q: 3 clusters Score -217031.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -217034.593750 Penalty: 3972.479004
	Iteration 19Q: 3 clusters Score -217034.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -217038.812500 Penalty: 3972.479004
	Iteration 20F: 3 clusters Score -217038.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -217043.812500 Penalty: 3972.479004
	Iteration 21Q: 3 clusters Score -217043.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -217049.171875 Penalty: 3972.479004
	Iteration 22Q: 3 clusters Score -217049.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -217053.218750 Penalty: 3972.479004
	Iteration 23Q: 3 clusters Score -217053.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -217056.562500 Penalty: 3972.479004
	Iteration 24Q: 3 clusters Score -217056.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -217057.671875 Penalty: 3972.479004
	Iteration 25Q: 3 clusters Score -217057.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -217060.156250 Penalty: 3972.479004
	Iteration 26Q: 3 clusters Score -217060.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -217061.796875 Penalty: 3972.479004
	Iteration 27Q: 3 clusters Score -217061.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -217062.187500 Penalty: 3972.479004
	Iteration 28Q: 3 clusters Score -217062.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -217062.906250 Penalty: 3972.479004
	Iteration 29Q: 3 clusters Score -217062.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -217062.968750 Penalty: 3972.479004
	Iteration 30Q: 3 clusters Score -217063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -217062.968750 Penalty: 3972.479004
	Iteration 31F: 3 clusters Score -217063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -123203.093750 Penalty: 1854.024658
	Iteration 0F: 2 clusters Score -123203.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -120759.320312 Penalty: 3708.049316
	Iteration 0F: 3 clusters Score -120759.3 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -121184.390625 Penalty: 3708.049316
	Iteration 1F: 3 clusters Score -121184.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -121308.515625 Penalty: 3708.049316
	Iteration 2F: 3 clusters Score -121308.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -121372.578125 Penalty: 3708.049316
	Iteration 3Q: 3 clusters Score -121372.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -121430.210938 Penalty: 3708.049316
	Iteration 4Q: 3 clusters Score -121430.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -121473.617188 Penalty: 3708.049316
	Iteration 5Q: 3 clusters Score -121473.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -121505.101562 Penalty: 3708.049316
	Iteration 6Q: 3 clusters Score -121505.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -121527.976562 Penalty: 3708.049316
	Iteration 7Q: 3 clusters Score -121528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -121544.367188 Penalty: 3708.049316
	Iteration 8Q: 3 clusters Score -121544.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -121561.531250 Penalty: 3708.049316
	Iteration 9Q: 3 clusters Score -121561.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -121575.875000 Penalty: 3708.049316
	Iteration 10Q: 3 clusters Score -121575.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -121589.031250 Penalty: 3708.049316
	Iteration 11Q: 3 clusters Score -121589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -121602.414062 Penalty: 3708.049316
	Iteration 12Q: 3 clusters Score -121602.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -121616.023438 Penalty: 3708.049316
	Iteration 13Q: 3 clusters Score -121616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -121630.125000 Penalty: 3708.049316
	Iteration 14Q: 3 clusters Score -121630.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -121641.507812 Penalty: 3708.049316
	Iteration 15Q: 3 clusters Score -121641.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -121650.875000 Penalty: 3708.049316
	Iteration 16Q: 3 clusters Score -121650.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -121660.960938 Penalty: 3708.049316
	Iteration 17Q: 3 clusters Score -121661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -121679.117188 Penalty: 3708.049316
	Iteration 18Q: 3 clusters Score -121679.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -121694.554688 Penalty: 3708.049316
	Iteration 19Q: 3 clusters Score -121694.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -121714.632812 Penalty: 3708.049316
	Iteration 20F: 3 clusters Score -121714.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -121736.171875 Penalty: 3708.049316
	Iteration 21Q: 3 clusters Score -121736.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -121754.992188 Penalty: 3708.049316
	Iteration 22Q: 3 clusters Score -121755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -121772.335938 Penalty: 3708.049316
	Iteration 23Q: 3 clusters Score -121772.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -121795.757812 Penalty: 3708.049316
	Iteration 24Q: 3 clusters Score -121795.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -121813.507812 Penalty: 3708.049316
	Iteration 25Q: 3 clusters Score -121813.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -121832.015625 Penalty: 3708.049316
	Iteration 26Q: 3 clusters Score -121832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -121849.796875 Penalty: 3708.049316
	Iteration 27Q: 3 clusters Score -121849.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -121865.929688 Penalty: 3708.049316
	Iteration 28Q: 3 clusters Score -121865.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -121878.914062 Penalty: 3708.049316
	Iteration 29Q: 3 clusters Score -121878.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -121892.429688 Penalty: 3708.049316
	Iteration 30Q: 3 clusters Score -121892.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -121905.031250 Penalty: 3708.049316
	Iteration 31Q: 3 clusters Score -121905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -121917.390625 Penalty: 3708.049316
	Iteration 32Q: 3 clusters Score -121917.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -121923.101562 Penalty: 3708.049316
	Iteration 33Q: 3 clusters Score -121923.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -121931.210938 Penalty: 3708.049316
	Iteration 34Q: 3 clusters Score -121931.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -121938.304688 Penalty: 3708.049316
	Iteration 35Q: 3 clusters Score -121938.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -121945.906250 Penalty: 3708.049316
	Iteration 36Q: 3 clusters Score -121945.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -121952.890625 Penalty: 3708.049316
	Iteration 37Q: 3 clusters Score -121952.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -121957.773438 Penalty: 3708.049316
	Iteration 38Q: 3 clusters Score -121957.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -121959.507812 Penalty: 3708.049316
	Iteration 39Q: 3 clusters Score -121959.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -121959.843750 Penalty: 3708.049316
	Iteration 40F: 3 clusters Score -121959.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -121960.710938 Penalty: 3708.049316
	Iteration 41Q: 3 clusters Score -121960.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -121960.710938 Penalty: 3708.049316
	Iteration 42F: 3 clusters Score -121960.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Entering Unmasked Estep 
Score: -698089.625000 Penalty: 2265.579590
	Iteration 0F: 2 clusters Score -698089.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -690921.750000 Penalty: 4531.159180
	Iteration 0F: 3 clusters Score -690921.8 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -692836.562500 Penalty: 4531.159180
	Iteration 1F: 3 clusters Score -692836.6 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -693139.812500 Penalty: 4531.159180
	Iteration 2F: 3 clusters Score -693139.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -693361.562500 Penalty: 4531.159180
	Iteration 3F: 3 clusters Score -693361.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -693521.562500 Penalty: 4531.159180
	Iteration 4Q: 3 clusters Score -693521.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -693651.812500 Penalty: 4531.159180
	Iteration 5Q: 3 clusters Score -693651.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -693761.062500 Penalty: 4531.159180
	Iteration 6Q: 3 clusters Score -693761.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -693855.625000 Penalty: 4531.159180
	Iteration 7Q: 3 clusters Score -693855.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -693941.000000 Penalty: 4531.159180
	Iteration 8Q: 3 clusters Score -693941 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -694027.437500 Penalty: 4531.159180
	Iteration 9Q: 3 clusters Score -694027.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -694108.500000 Penalty: 4531.159180
	Iteration 10Q: 3 clusters Score -694108.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -694201.625000 Penalty: 4531.159180
	Iteration 11Q: 3 clusters Score -694201.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -694303.187500 Penalty: 4531.159180
	Iteration 12Q: 3 clusters Score -694303.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -694431.125000 Penalty: 4531.159180
	Iteration 13Q: 3 clusters Score -694431.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -694569.437500 Penalty: 4531.159180
	Iteration 14Q: 3 clusters Score -694569.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -694759.750000 Penalty: 4531.159180
	Iteration 15Q: 3 clusters Score -694759.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -694994.000000 Penalty: 4531.159180
	Iteration 16Q: 3 clusters Score -694994 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -695243.250000 Penalty: 4531.159180
	Iteration 17Q: 3 clusters Score -695243.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -695488.562500 Penalty: 4531.159180
	Iteration 18Q: 3 clusters Score -695488.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -695705.562500 Penalty: 4531.159180
	Iteration 19Q: 3 clusters Score -695705.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -695892.375000 Penalty: 4531.159180
	Iteration 20F: 3 clusters Score -695892.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -696060.625000 Penalty: 4531.159180
	Iteration 21Q: 3 clusters Score -696060.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -696177.812500 Penalty: 4531.159180
	Iteration 22Q: 3 clusters Score -696177.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -696280.937500 Penalty: 4531.159180
	Iteration 23Q: 3 clusters Score -696280.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -696376.250000 Penalty: 4531.159180
	Iteration 24Q: 3 clusters Score -696376.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -696462.500000 Penalty: 4531.159180
	Iteration 25Q: 3 clusters Score -696462.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -696518.750000 Penalty: 4531.159180
	Iteration 26Q: 3 clusters Score -696518.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -696552.687500 Penalty: 4531.159180
	Iteration 27Q: 3 clusters Score -696552.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -696583.437500 Penalty: 4531.159180
	Iteration 28Q: 3 clusters Score -696583.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -696610.625000 Penalty: 4531.159180
	Iteration 29Q: 3 clusters Score -696610.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -696633.687500 Penalty: 4531.159180
	Iteration 30Q: 3 clusters Score -696633.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -696657.187500 Penalty: 4531.159180
	Iteration 31Q: 3 clusters Score -696657.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -696681.500000 Penalty: 4531.159180
	Iteration 32Q: 3 clusters Score -696681.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -696703.750000 Penalty: 4531.159180
	Iteration 33Q: 3 clusters Score -696703.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -696717.937500 Penalty: 4531.159180
	Iteration 34Q: 3 clusters Score -696717.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -696730.937500 Penalty: 4531.159180
	Iteration 35Q: 3 clusters Score -696730.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -696737.125000 Penalty: 4531.159180
	Iteration 36Q: 3 clusters Score -696737.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -696745.187500 Penalty: 4531.159180
	Iteration 37Q: 3 clusters Score -696745.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -696746.812500 Penalty: 4531.159180
	Iteration 38Q: 3 clusters Score -696746.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -696748.375000 Penalty: 4531.159180
	Iteration 39Q: 3 clusters Score -696748.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -696749.312500 Penalty: 4531.159180
	Iteration 40F: 3 clusters Score -696749.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -696750.687500 Penalty: 4531.159180
	Iteration 41Q: 3 clusters Score -696750.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -696752.875000 Penalty: 4531.159180
	Iteration 42Q: 3 clusters Score -696752.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -696754.750000 Penalty: 4531.159180
	Iteration 43Q: 3 clusters Score -696754.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -696754.437500 Penalty: 4531.159180
	Iteration 44Q: 3 clusters Score -696754.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -696754.125000 Penalty: 4531.159180
	Iteration 45Q: 3 clusters Score -696754.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -696754.125000 Penalty: 4531.159180
	Iteration 46F: 3 clusters Score -696754.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -60397.101562 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -60397.1 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 426 members 
Entering Unmasked Estep 
Score: -58552.675781 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -58552.68 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -58802.117188 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -58802.12 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -58869.578125 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -58869.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -58907.640625 Penalty: 3345.053223
	Iteration 3Q: 3 clusters Score -58907.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -58923.082031 Penalty: 3345.053223
	Iteration 4Q: 3 clusters Score -58923.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -58929.222656 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -58929.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -58933.332031 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -58933.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -58945.039062 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -58945.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -58957.144531 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -58957.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -58967.976562 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -58967.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -58971.152344 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -58971.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -58972.433594 Penalty: 3345.053223
	Iteration 11Q: 3 clusters Score -58972.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -58978.242188 Penalty: 3345.053223
	Iteration 12Q: 3 clusters Score -58978.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -58985.816406 Penalty: 3345.053223
	Iteration 13Q: 3 clusters Score -58985.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -58987.117188 Penalty: 3345.053223
	Iteration 14Q: 3 clusters Score -58987.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -58987.929688 Penalty: 3345.053223
	Iteration 15Q: 3 clusters Score -58987.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -58987.929688 Penalty: 3345.053223
	Iteration 16F: 3 clusters Score -58987.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Entering Unmasked Estep 
Score: -161262.000000 Penalty: 1926.596191
	Iteration 0F: 2 clusters Score -161262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -158432.906250 Penalty: 3853.192383
	Iteration 0F: 3 clusters Score -158432.9 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -159022.687500 Penalty: 3853.192383
	Iteration 1F: 3 clusters Score -159022.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -159211.218750 Penalty: 3853.192383
	Iteration 2F: 3 clusters Score -159211.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -159332.921875 Penalty: 3853.192383
	Iteration 3F: 3 clusters Score -159332.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -159465.937500 Penalty: 3853.192383
	Iteration 4Q: 3 clusters Score -159465.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -159597.468750 Penalty: 3853.192383
	Iteration 5Q: 3 clusters Score -159597.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -159784.531250 Penalty: 3853.192383
	Iteration 6F: 3 clusters Score -159784.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -160000.531250 Penalty: 3853.192383
	Iteration 7F: 3 clusters Score -160000.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -160238.703125 Penalty: 3853.192383
	Iteration 8Q: 3 clusters Score -160238.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -160603.484375 Penalty: 3853.192383
	Iteration 9F: 3 clusters Score -160603.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -161081.781250 Penalty: 3853.192383
	Iteration 10F: 3 clusters Score -161081.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -161449.109375 Penalty: 3853.192383
	Iteration 11Q: 3 clusters Score -161449.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -161602.125000 Penalty: 3853.192383
	Iteration 12Q: 3 clusters Score -161602.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -161843.656250 Penalty: 3853.192383
	Iteration 13Q: 3 clusters Score -161843.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -162057.515625 Penalty: 3853.192383
	Iteration 14Q: 3 clusters Score -162057.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -162086.187500 Penalty: 3853.192383
	Iteration 15Q: 3 clusters Score -162086.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -162089.562500 Penalty: 3853.192383
	Iteration 16Q: 3 clusters Score -162089.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -162089.562500 Penalty: 3853.192383
	Iteration 17F: 3 clusters Score -162089.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 78565 members 
Mstep: Class 3 contains 223902 members 
Mstep: Class 4 contains 3867 members 
Mstep: Class 5 contains 2582 members 
Mstep: Class 6 contains 5301 members 
Mstep: Class 7 contains 3958 members 
Mstep: Class 8 contains 35630 members 
Mstep: Class 9 contains 304805 members 
Mstep: Class 10 contains 7476 members 
Mstep: Class 11 contains 12857 members 
Mstep: Class 12 contains 53648 members 
Mstep: Class 13 contains 4965 members 
Mstep: Class 14 contains 10157 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2654 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 206809 members 
Mstep: Class 19 contains 11399 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37718 members 
Mstep: Class 22 contains 10495 members 
Mstep: Class 23 contains 14424 members 
Mstep: Class 24 contains 50454 members 
Mstep: Class 25 contains 8078 members 
Mstep: Class 26 contains 18250 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27223 members 
Mstep: Class 30 contains 4365 members 
Mstep: Class 31 contains 2993 members 
Mstep: Class 32 contains 3943 members 
Mstep: Class 33 contains 12245 members 
Mstep: Class 34 contains 6318 members 
Mstep: Class 35 contains 108731 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 54503 members 
Mstep: Class 38 contains 28650 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9278 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 1562 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12869 members 
Mstep: Class 47 contains 1425 members 
Mstep: Class 48 contains 803 members 
Entering Unmasked Estep 
Score: -102283200.000000 Penalty: 168600.640625
Splitting cluster 43 changes total score from -102283592.000000 to -102283200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (1029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Entering Unmasked Estep 
Score: -50752.003906 Penalty: 1720.213013
	Iteration 0F: 2 clusters Score -50752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -48872.746094 Penalty: 3440.426025
	Iteration 0F: 3 clusters Score -48872.75 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -49284.695312 Penalty: 3440.426025
	Iteration 1F: 3 clusters Score -49284.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -49469.804688 Penalty: 3440.426025
	Iteration 2F: 3 clusters Score -49469.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -49579.949219 Penalty: 3440.426025
	Iteration 3F: 3 clusters Score -49579.95 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -49672.539062 Penalty: 3440.426025
	Iteration 4Q: 3 clusters Score -49672.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -49735.492188 Penalty: 3440.426025
	Iteration 5Q: 3 clusters Score -49735.49 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -49824.500000 Penalty: 3440.426025
	Iteration 6Q: 3 clusters Score -49824.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -49891.593750 Penalty: 3440.426025
	Iteration 7Q: 3 clusters Score -49891.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -49931.773438 Penalty: 3440.426025
	Iteration 8Q: 3 clusters Score -49931.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -49960.750000 Penalty: 3440.426025
	Iteration 9Q: 3 clusters Score -49960.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -49987.132812 Penalty: 3440.426025
	Iteration 10Q: 3 clusters Score -49987.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -50003.746094 Penalty: 3440.426025
	Iteration 11Q: 3 clusters Score -50003.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -50019.406250 Penalty: 3440.426025
	Iteration 12Q: 3 clusters Score -50019.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -50024.390625 Penalty: 3440.426025
	Iteration 13Q: 3 clusters Score -50024.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -50024.390625 Penalty: 3440.426025
	Iteration 14F: 3 clusters Score -50024.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Entering Unmasked Estep 
Score: -161423.531250 Penalty: 1922.365845
	Iteration 0F: 2 clusters Score -161423.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -158608.546875 Penalty: 3844.731689
	Iteration 0F: 3 clusters Score -158608.5 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -159303.578125 Penalty: 3844.731689
	Iteration 1F: 3 clusters Score -159303.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -159628.000000 Penalty: 3844.731689
	Iteration 2F: 3 clusters Score -159628 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -159878.000000 Penalty: 3844.731689
	Iteration 3F: 3 clusters Score -159878 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -160063.312500 Penalty: 3844.731689
	Iteration 4F: 3 clusters Score -160063.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -160203.046875 Penalty: 3844.731689
	Iteration 5F: 3 clusters Score -160203 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -160291.640625 Penalty: 3844.731689
	Iteration 6Q: 3 clusters Score -160291.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -160367.796875 Penalty: 3844.731689
	Iteration 7Q: 3 clusters Score -160367.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -160453.703125 Penalty: 3844.731689
	Iteration 8Q: 3 clusters Score -160453.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -160752.109375 Penalty: 3844.731689
	Iteration 9Q: 3 clusters Score -160752.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -160967.140625 Penalty: 3844.731689
	Iteration 10Q: 3 clusters Score -160967.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -160996.531250 Penalty: 3844.731689
	Iteration 11Q: 3 clusters Score -160996.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -161007.734375 Penalty: 3844.731689
	Iteration 12Q: 3 clusters Score -161007.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -161015.250000 Penalty: 3844.731689
	Iteration 13Q: 3 clusters Score -161015.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -161017.296875 Penalty: 3844.731689
	Iteration 14Q: 3 clusters Score -161017.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -161021.265625 Penalty: 3844.731689
	Iteration 15Q: 3 clusters Score -161021.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -161027.671875 Penalty: 3844.731689
	Iteration 16Q: 3 clusters Score -161027.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -161034.546875 Penalty: 3844.731689
	Iteration 17Q: 3 clusters Score -161034.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -161036.671875 Penalty: 3844.731689
	Iteration 18Q: 3 clusters Score -161036.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -161038.093750 Penalty: 3844.731689
	Iteration 19Q: 3 clusters Score -161038.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -161039.671875 Penalty: 3844.731689
	Iteration 20F: 3 clusters Score -161039.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -161039.968750 Penalty: 3844.731689
	Iteration 21Q: 3 clusters Score -161040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -161040.484375 Penalty: 3844.731689
	Iteration 22Q: 3 clusters Score -161040.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -161040.484375 Penalty: 3844.731689
	Iteration 23F: 3 clusters Score -161040.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (12869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Entering Unmasked Estep 
Score: -974501.875000 Penalty: 2346.718994
	Iteration 0F: 2 clusters Score -974501.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -965057.437500 Penalty: 4693.437988
	Iteration 0F: 3 clusters Score -965057.4 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -968046.562500 Penalty: 4693.437988
	Iteration 1F: 3 clusters Score -968046.6 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -968382.187500 Penalty: 4693.437988
	Iteration 2F: 3 clusters Score -968382.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -968607.187500 Penalty: 4693.437988
	Iteration 3Q: 3 clusters Score -968607.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -968782.375000 Penalty: 4693.437988
	Iteration 4Q: 3 clusters Score -968782.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -968935.625000 Penalty: 4693.437988
	Iteration 5Q: 3 clusters Score -968935.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -969058.312500 Penalty: 4693.437988
	Iteration 6Q: 3 clusters Score -969058.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -969187.562500 Penalty: 4693.437988
	Iteration 7Q: 3 clusters Score -969187.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -969332.687500 Penalty: 4693.437988
	Iteration 8Q: 3 clusters Score -969332.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -969503.750000 Penalty: 4693.437988
	Iteration 9Q: 3 clusters Score -969503.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -969697.375000 Penalty: 4693.437988
	Iteration 10Q: 3 clusters Score -969697.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -969952.937500 Penalty: 4693.437988
	Iteration 11Q: 3 clusters Score -969952.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -970234.312500 Penalty: 4693.437988
	Iteration 12Q: 3 clusters Score -970234.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -970502.125000 Penalty: 4693.437988
	Iteration 13Q: 3 clusters Score -970502.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -970770.500000 Penalty: 4693.437988
	Iteration 14Q: 3 clusters Score -970770.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -971002.312500 Penalty: 4693.437988
	Iteration 15Q: 3 clusters Score -971002.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -971189.750000 Penalty: 4693.437988
	Iteration 16Q: 3 clusters Score -971189.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -971348.562500 Penalty: 4693.437988
	Iteration 17Q: 3 clusters Score -971348.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -971475.812500 Penalty: 4693.437988
	Iteration 18Q: 3 clusters Score -971475.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -971574.812500 Penalty: 4693.437988
	Iteration 19Q: 3 clusters Score -971574.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -971665.562500 Penalty: 4693.437988
	Iteration 20F: 3 clusters Score -971665.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -971750.687500 Penalty: 4693.437988
	Iteration 21Q: 3 clusters Score -971750.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -971843.500000 Penalty: 4693.437988
	Iteration 22Q: 3 clusters Score -971843.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -971931.250000 Penalty: 4693.437988
	Iteration 23Q: 3 clusters Score -971931.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -972026.000000 Penalty: 4693.437988
	Iteration 24Q: 3 clusters Score -972026 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -972092.687500 Penalty: 4693.437988
	Iteration 25Q: 3 clusters Score -972092.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -972146.562500 Penalty: 4693.437988
	Iteration 26Q: 3 clusters Score -972146.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -972200.875000 Penalty: 4693.437988
	Iteration 27Q: 3 clusters Score -972200.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -972245.125000 Penalty: 4693.437988
	Iteration 28Q: 3 clusters Score -972245.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -972292.062500 Penalty: 4693.437988
	Iteration 29Q: 3 clusters Score -972292.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -972349.562500 Penalty: 4693.437988
	Iteration 30Q: 3 clusters Score -972349.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -972445.187500 Penalty: 4693.437988
	Iteration 31Q: 3 clusters Score -972445.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -972542.125000 Penalty: 4693.437988
	Iteration 32Q: 3 clusters Score -972542.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -972610.500000 Penalty: 4693.437988
	Iteration 33Q: 3 clusters Score -972610.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -972653.437500 Penalty: 4693.437988
	Iteration 34Q: 3 clusters Score -972653.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -972682.250000 Penalty: 4693.437988
	Iteration 35Q: 3 clusters Score -972682.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -972690.937500 Penalty: 4693.437988
	Iteration 36Q: 3 clusters Score -972690.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -972693.062500 Penalty: 4693.437988
	Iteration 37Q: 3 clusters Score -972693.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -972699.625000 Penalty: 4693.437988
	Iteration 38Q: 3 clusters Score -972699.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -972702.875000 Penalty: 4693.437988
	Iteration 39Q: 3 clusters Score -972702.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -972702.625000 Penalty: 4693.437988
	Iteration 40F: 3 clusters Score -972702.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -972703.625000 Penalty: 4693.437988
	Iteration 41Q: 3 clusters Score -972703.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -972702.812500 Penalty: 4693.437988
	Iteration 42Q: 3 clusters Score -972702.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -972705.000000 Penalty: 4693.437988
	Iteration 43Q: 3 clusters Score -972705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -972705.187500 Penalty: 4693.437988
	Iteration 44Q: 3 clusters Score -972705.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -972705.187500 Penalty: 4693.437988
	Iteration 45F: 3 clusters Score -972705.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -100933.960938 Penalty: 1800.957886
	Iteration 0F: 2 clusters Score -100934 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 694 members 
Entering Unmasked Estep 
Score: -98694.421875 Penalty: 3601.915771
	Iteration 0F: 3 clusters Score -98694.42 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -99076.234375 Penalty: 3601.915771
	Iteration 1F: 3 clusters Score -99076.23 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -99194.359375 Penalty: 3601.915771
	Iteration 2F: 3 clusters Score -99194.36 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -99262.250000 Penalty: 3601.915771
	Iteration 3Q: 3 clusters Score -99262.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -99295.500000 Penalty: 3601.915771
	Iteration 4Q: 3 clusters Score -99295.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -99315.523438 Penalty: 3601.915771
	Iteration 5Q: 3 clusters Score -99315.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -99336.445312 Penalty: 3601.915771
	Iteration 6Q: 3 clusters Score -99336.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -99356.296875 Penalty: 3601.915771
	Iteration 7Q: 3 clusters Score -99356.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -99371.710938 Penalty: 3601.915771
	Iteration 8Q: 3 clusters Score -99371.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -99383.546875 Penalty: 3601.915771
	Iteration 9Q: 3 clusters Score -99383.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -99387.585938 Penalty: 3601.915771
	Iteration 10Q: 3 clusters Score -99387.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -99391.328125 Penalty: 3601.915771
	Iteration 11Q: 3 clusters Score -99391.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -99399.265625 Penalty: 3601.915771
	Iteration 12Q: 3 clusters Score -99399.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -99408.210938 Penalty: 3601.915771
	Iteration 13Q: 3 clusters Score -99408.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -99413.617188 Penalty: 3601.915771
	Iteration 14Q: 3 clusters Score -99413.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -99420.453125 Penalty: 3601.915771
	Iteration 15Q: 3 clusters Score -99420.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -99430.132812 Penalty: 3601.915771
	Iteration 16Q: 3 clusters Score -99430.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -99440.531250 Penalty: 3601.915771
	Iteration 17Q: 3 clusters Score -99440.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -99452.500000 Penalty: 3601.915771
	Iteration 18Q: 3 clusters Score -99452.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -99461.226562 Penalty: 3601.915771
	Iteration 19Q: 3 clusters Score -99461.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -99471.312500 Penalty: 3601.915771
	Iteration 20F: 3 clusters Score -99471.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -99473.625000 Penalty: 3601.915771
	Iteration 21Q: 3 clusters Score -99473.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -99473.625000 Penalty: 3601.915771
	Iteration 22F: 3 clusters Score -99473.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 78565 members 
Mstep: Class 3 contains 223902 members 
Mstep: Class 4 contains 3867 members 
Mstep: Class 5 contains 2582 members 
Mstep: Class 6 contains 5301 members 
Mstep: Class 7 contains 3958 members 
Mstep: Class 8 contains 35630 members 
Mstep: Class 9 contains 304805 members 
Mstep: Class 10 contains 7476 members 
Mstep: Class 11 contains 12857 members 
Mstep: Class 12 contains 53648 members 
Mstep: Class 13 contains 4965 members 
Mstep: Class 14 contains 10157 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2654 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 206809 members 
Mstep: Class 19 contains 11399 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37718 members 
Mstep: Class 22 contains 10495 members 
Mstep: Class 23 contains 14424 members 
Mstep: Class 24 contains 50454 members 
Mstep: Class 25 contains 8078 members 
Mstep: Class 26 contains 18250 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27223 members 
Mstep: Class 30 contains 4365 members 
Mstep: Class 31 contains 2993 members 
Mstep: Class 32 contains 3943 members 
Mstep: Class 33 contains 12245 members 
Mstep: Class 34 contains 6318 members 
Mstep: Class 35 contains 108731 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 54503 members 
Mstep: Class 38 contains 28650 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9278 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12869 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102283872.000000 Penalty: 165088.125000
Iteration 159Q: 48 clusters Score -1.022839e+08 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 78567 members 
Mstep: Class 3 contains 223800 members 
Mstep: Class 4 contains 3869 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 6 contains 5301 members 
Mstep: Class 7 contains 3963 members 
Mstep: Class 8 contains 35646 members 
Mstep: Class 9 contains 303768 members 
Mstep: Class 10 contains 7476 members 
Mstep: Class 11 contains 12851 members 
Mstep: Class 12 contains 53665 members 
Mstep: Class 13 contains 4967 members 
Mstep: Class 14 contains 10158 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 206808 members 
Mstep: Class 19 contains 11392 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37718 members 
Mstep: Class 22 contains 10490 members 
Mstep: Class 23 contains 14422 members 
Mstep: Class 24 contains 50428 members 
Mstep: Class 25 contains 8097 members 
Mstep: Class 26 contains 18251 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27216 members 
Mstep: Class 30 contains 4368 members 
Mstep: Class 31 contains 2994 members 
Mstep: Class 32 contains 3953 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 6329 members 
Mstep: Class 35 contains 108697 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 55485 members 
Mstep: Class 38 contains 28801 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9287 members 
Mstep: Class 42 contains 848 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1029 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12869 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102284544.000000 Penalty: 165088.125000
Iteration 160F: 48 clusters Score -1.022845e+08 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 78565 members 
Mstep: Class 3 contains 223678 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 2585 members 
Mstep: Class 6 contains 5302 members 
Mstep: Class 7 contains 3965 members 
Mstep: Class 8 contains 35658 members 
Mstep: Class 9 contains 302706 members 
Mstep: Class 10 contains 7487 members 
Mstep: Class 11 contains 12850 members 
Mstep: Class 12 contains 53699 members 
Mstep: Class 13 contains 4969 members 
Mstep: Class 14 contains 10155 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2651 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 206810 members 
Mstep: Class 19 contains 11395 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37714 members 
Mstep: Class 22 contains 10489 members 
Mstep: Class 23 contains 14425 members 
Mstep: Class 24 contains 50395 members 
Mstep: Class 25 contains 8111 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27214 members 
Mstep: Class 30 contains 4374 members 
Mstep: Class 31 contains 2995 members 
Mstep: Class 32 contains 3957 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 6339 members 
Mstep: Class 35 contains 108654 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 56489 members 
Mstep: Class 38 contains 28955 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9299 members 
Mstep: Class 42 contains 848 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1030 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12870 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102284760.000000 Penalty: 165088.125000
Iteration 161Q: 48 clusters Score -1.022848e+08 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 78544 members 
Mstep: Class 3 contains 223538 members 
Mstep: Class 4 contains 3870 members 
Mstep: Class 5 contains 2586 members 
Mstep: Class 6 contains 5301 members 
Mstep: Class 7 contains 3968 members 
Mstep: Class 8 contains 35677 members 
Mstep: Class 9 contains 301719 members 
Mstep: Class 10 contains 7487 members 
Mstep: Class 11 contains 12851 members 
Mstep: Class 12 contains 53731 members 
Mstep: Class 13 contains 4972 members 
Mstep: Class 14 contains 10153 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2647 members 
Mstep: Class 17 contains 7415 members 
Mstep: Class 18 contains 206811 members 
Mstep: Class 19 contains 11402 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37717 members 
Mstep: Class 22 contains 10490 members 
Mstep: Class 23 contains 14431 members 
Mstep: Class 24 contains 50368 members 
Mstep: Class 25 contains 8117 members 
Mstep: Class 26 contains 18244 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27211 members 
Mstep: Class 30 contains 4379 members 
Mstep: Class 31 contains 2995 members 
Mstep: Class 32 contains 3959 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 6355 members 
Mstep: Class 35 contains 108609 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 57468 members 
Mstep: Class 38 contains 29087 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9309 members 
Mstep: Class 42 contains 848 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1030 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12874 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102284936.000000 Penalty: 165088.125000
Iteration 162Q: 48 clusters Score -1.022849e+08 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 78529 members 
Mstep: Class 3 contains 223385 members 
Mstep: Class 4 contains 3875 members 
Mstep: Class 5 contains 2585 members 
Mstep: Class 6 contains 5300 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 35710 members 
Mstep: Class 9 contains 300712 members 
Mstep: Class 10 contains 7486 members 
Mstep: Class 11 contains 12850 members 
Mstep: Class 12 contains 53765 members 
Mstep: Class 13 contains 4974 members 
Mstep: Class 14 contains 10153 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2642 members 
Mstep: Class 17 contains 7418 members 
Mstep: Class 18 contains 206805 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37721 members 
Mstep: Class 22 contains 10487 members 
Mstep: Class 23 contains 14432 members 
Mstep: Class 24 contains 50328 members 
Mstep: Class 25 contains 8128 members 
Mstep: Class 26 contains 18242 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27209 members 
Mstep: Class 30 contains 4384 members 
Mstep: Class 31 contains 2995 members 
Mstep: Class 32 contains 3964 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 6371 members 
Mstep: Class 35 contains 108570 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 58485 members 
Mstep: Class 38 contains 29204 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9318 members 
Mstep: Class 42 contains 848 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1031 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12873 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102285200.000000 Penalty: 165088.125000
Iteration 163Q: 48 clusters Score -1.022852e+08 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 78503 members 
Mstep: Class 3 contains 223283 members 
Mstep: Class 4 contains 3879 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 6 contains 5301 members 
Mstep: Class 7 contains 3969 members 
Mstep: Class 8 contains 35725 members 
Mstep: Class 9 contains 299653 members 
Mstep: Class 10 contains 7484 members 
Mstep: Class 11 contains 12849 members 
Mstep: Class 12 contains 53802 members 
Mstep: Class 13 contains 4976 members 
Mstep: Class 14 contains 10155 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2636 members 
Mstep: Class 17 contains 7417 members 
Mstep: Class 18 contains 206801 members 
Mstep: Class 19 contains 11411 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37729 members 
Mstep: Class 22 contains 10483 members 
Mstep: Class 23 contains 14435 members 
Mstep: Class 24 contains 50287 members 
Mstep: Class 25 contains 8147 members 
Mstep: Class 26 contains 18246 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27199 members 
Mstep: Class 30 contains 4390 members 
Mstep: Class 31 contains 2995 members 
Mstep: Class 32 contains 3973 members 
Mstep: Class 33 contains 12246 members 
Mstep: Class 34 contains 6389 members 
Mstep: Class 35 contains 108530 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 59533 members 
Mstep: Class 38 contains 29331 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9317 members 
Mstep: Class 42 contains 848 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1031 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12871 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102285136.000000 Penalty: 165088.125000
Iteration 164Q: 48 clusters Score -1.022851e+08 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 78496 members 
Mstep: Class 3 contains 223170 members 
Mstep: Class 4 contains 3882 members 
Mstep: Class 5 contains 2580 members 
Mstep: Class 6 contains 5302 members 
Mstep: Class 7 contains 3972 members 
Mstep: Class 8 contains 35746 members 
Mstep: Class 9 contains 298569 members 
Mstep: Class 10 contains 7479 members 
Mstep: Class 11 contains 12847 members 
Mstep: Class 12 contains 53861 members 
Mstep: Class 13 contains 4977 members 
Mstep: Class 14 contains 10156 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 7417 members 
Mstep: Class 18 contains 206798 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37741 members 
Mstep: Class 22 contains 10479 members 
Mstep: Class 23 contains 14441 members 
Mstep: Class 24 contains 50228 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 18249 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27194 members 
Mstep: Class 30 contains 4394 members 
Mstep: Class 31 contains 2997 members 
Mstep: Class 32 contains 3977 members 
Mstep: Class 33 contains 12246 members 
Mstep: Class 34 contains 6405 members 
Mstep: Class 35 contains 108506 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 60551 members 
Mstep: Class 38 contains 29470 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9319 members 
Mstep: Class 42 contains 848 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1032 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12867 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102285080.000000 Penalty: 165088.125000
Iteration 165Q: 48 clusters Score -1.022851e+08 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 78487 members 
Mstep: Class 3 contains 223059 members 
Mstep: Class 4 contains 3885 members 
Mstep: Class 5 contains 2572 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 3977 members 
Mstep: Class 8 contains 35770 members 
Mstep: Class 9 contains 297370 members 
Mstep: Class 10 contains 7482 members 
Mstep: Class 11 contains 12848 members 
Mstep: Class 12 contains 53951 members 
Mstep: Class 13 contains 4980 members 
Mstep: Class 14 contains 10160 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2633 members 
Mstep: Class 17 contains 7417 members 
Mstep: Class 18 contains 206794 members 
Mstep: Class 19 contains 11411 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37756 members 
Mstep: Class 22 contains 10480 members 
Mstep: Class 23 contains 14448 members 
Mstep: Class 24 contains 50190 members 
Mstep: Class 25 contains 8187 members 
Mstep: Class 26 contains 18252 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27198 members 
Mstep: Class 30 contains 4395 members 
Mstep: Class 31 contains 2997 members 
Mstep: Class 32 contains 3980 members 
Mstep: Class 33 contains 12246 members 
Mstep: Class 34 contains 6414 members 
Mstep: Class 35 contains 108477 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 61585 members 
Mstep: Class 38 contains 29632 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9321 members 
Mstep: Class 42 contains 848 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1031 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12870 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102284960.000000 Penalty: 165088.125000
Iteration 166Q: 48 clusters Score -1.02285e+08 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 78502 members 
Mstep: Class 3 contains 222946 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 3980 members 
Mstep: Class 8 contains 35790 members 
Mstep: Class 9 contains 296065 members 
Mstep: Class 10 contains 7482 members 
Mstep: Class 11 contains 12855 members 
Mstep: Class 12 contains 54037 members 
Mstep: Class 13 contains 4980 members 
Mstep: Class 14 contains 10162 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2631 members 
Mstep: Class 17 contains 7417 members 
Mstep: Class 18 contains 206791 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37774 members 
Mstep: Class 22 contains 10485 members 
Mstep: Class 23 contains 14461 members 
Mstep: Class 24 contains 50140 members 
Mstep: Class 25 contains 8203 members 
Mstep: Class 26 contains 18252 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27201 members 
Mstep: Class 30 contains 4395 members 
Mstep: Class 31 contains 2997 members 
Mstep: Class 32 contains 3991 members 
Mstep: Class 33 contains 12244 members 
Mstep: Class 34 contains 6434 members 
Mstep: Class 35 contains 108458 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 62709 members 
Mstep: Class 38 contains 29775 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9322 members 
Mstep: Class 42 contains 848 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1030 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12870 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102285424.000000 Penalty: 165088.125000
Iteration 167Q: 48 clusters Score -1.022854e+08 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 78515 members 
Mstep: Class 3 contains 222839 members 
Mstep: Class 4 contains 3900 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 5303 members 
Mstep: Class 7 contains 3982 members 
Mstep: Class 8 contains 35805 members 
Mstep: Class 9 contains 294793 members 
Mstep: Class 10 contains 7485 members 
Mstep: Class 11 contains 12857 members 
Mstep: Class 12 contains 54133 members 
Mstep: Class 13 contains 4979 members 
Mstep: Class 14 contains 10165 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2628 members 
Mstep: Class 17 contains 7418 members 
Mstep: Class 18 contains 206791 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37781 members 
Mstep: Class 22 contains 10489 members 
Mstep: Class 23 contains 14470 members 
Mstep: Class 24 contains 50094 members 
Mstep: Class 25 contains 8227 members 
Mstep: Class 26 contains 18247 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27205 members 
Mstep: Class 30 contains 4397 members 
Mstep: Class 31 contains 2996 members 
Mstep: Class 32 contains 4000 members 
Mstep: Class 33 contains 12242 members 
Mstep: Class 34 contains 6451 members 
Mstep: Class 35 contains 108431 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 63812 members 
Mstep: Class 38 contains 29915 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9324 members 
Mstep: Class 42 contains 848 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1030 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12873 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102285424.000000 Penalty: 165088.125000
Iteration 168Q: 48 clusters Score -1.022854e+08 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 78561 members 
Mstep: Class 3 contains 222761 members 
Mstep: Class 4 contains 3908 members 
Mstep: Class 5 contains 2570 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 3982 members 
Mstep: Class 8 contains 35818 members 
Mstep: Class 9 contains 293473 members 
Mstep: Class 10 contains 7488 members 
Mstep: Class 11 contains 12863 members 
Mstep: Class 12 contains 54220 members 
Mstep: Class 13 contains 4981 members 
Mstep: Class 14 contains 10166 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2625 members 
Mstep: Class 17 contains 7419 members 
Mstep: Class 18 contains 206789 members 
Mstep: Class 19 contains 11416 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37797 members 
Mstep: Class 22 contains 10492 members 
Mstep: Class 23 contains 14484 members 
Mstep: Class 24 contains 50053 members 
Mstep: Class 25 contains 8241 members 
Mstep: Class 26 contains 18247 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27203 members 
Mstep: Class 30 contains 4397 members 
Mstep: Class 31 contains 2997 members 
Mstep: Class 32 contains 4011 members 
Mstep: Class 33 contains 12240 members 
Mstep: Class 34 contains 6457 members 
Mstep: Class 35 contains 108409 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 64920 members 
Mstep: Class 38 contains 30036 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9326 members 
Mstep: Class 42 contains 848 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1030 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12874 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102285688.000000 Penalty: 165088.125000
Iteration 169Q: 48 clusters Score -1.022857e+08 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 78622 members 
Mstep: Class 3 contains 222670 members 
Mstep: Class 4 contains 3915 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 5308 members 
Mstep: Class 7 contains 3984 members 
Mstep: Class 8 contains 35840 members 
Mstep: Class 9 contains 292168 members 
Mstep: Class 10 contains 7490 members 
Mstep: Class 11 contains 12862 members 
Mstep: Class 12 contains 54320 members 
Mstep: Class 13 contains 4983 members 
Mstep: Class 14 contains 10166 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2623 members 
Mstep: Class 17 contains 7420 members 
Mstep: Class 18 contains 206791 members 
Mstep: Class 19 contains 11404 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37809 members 
Mstep: Class 22 contains 10495 members 
Mstep: Class 23 contains 14494 members 
Mstep: Class 24 contains 50015 members 
Mstep: Class 25 contains 8253 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 4995 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27203 members 
Mstep: Class 30 contains 4398 members 
Mstep: Class 31 contains 2997 members 
Mstep: Class 32 contains 4018 members 
Mstep: Class 33 contains 12240 members 
Mstep: Class 34 contains 6465 members 
Mstep: Class 35 contains 108382 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 65987 members 
Mstep: Class 38 contains 30188 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9329 members 
Mstep: Class 42 contains 848 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1030 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12876 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102285968.000000 Penalty: 165088.125000
Iteration 170Q: 48 clusters Score -1.02286e+08 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 78686 members 
Mstep: Class 3 contains 222623 members 
Mstep: Class 4 contains 3919 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 5309 members 
Mstep: Class 7 contains 3985 members 
Mstep: Class 8 contains 35859 members 
Mstep: Class 9 contains 290780 members 
Mstep: Class 10 contains 7495 members 
Mstep: Class 11 contains 12862 members 
Mstep: Class 12 contains 54416 members 
Mstep: Class 13 contains 4983 members 
Mstep: Class 14 contains 10165 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2618 members 
Mstep: Class 17 contains 7422 members 
Mstep: Class 18 contains 206789 members 
Mstep: Class 19 contains 11402 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37830 members 
Mstep: Class 22 contains 10492 members 
Mstep: Class 23 contains 14502 members 
Mstep: Class 24 contains 49986 members 
Mstep: Class 25 contains 8267 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 4994 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27195 members 
Mstep: Class 30 contains 4398 members 
Mstep: Class 31 contains 2997 members 
Mstep: Class 32 contains 4024 members 
Mstep: Class 33 contains 12237 members 
Mstep: Class 34 contains 6476 members 
Mstep: Class 35 contains 108346 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 67094 members 
Mstep: Class 38 contains 30349 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9333 members 
Mstep: Class 42 contains 848 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1030 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12878 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102285936.000000 Penalty: 165088.125000
Iteration 171Q: 48 clusters Score -1.022859e+08 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 78765 members 
Mstep: Class 3 contains 222609 members 
Mstep: Class 4 contains 3920 members 
Mstep: Class 5 contains 2567 members 
Mstep: Class 6 contains 5311 members 
Mstep: Class 7 contains 3985 members 
Mstep: Class 8 contains 35899 members 
Mstep: Class 9 contains 289380 members 
Mstep: Class 10 contains 7499 members 
Mstep: Class 11 contains 12858 members 
Mstep: Class 12 contains 54517 members 
Mstep: Class 13 contains 4984 members 
Mstep: Class 14 contains 10166 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2614 members 
Mstep: Class 17 contains 7424 members 
Mstep: Class 18 contains 206788 members 
Mstep: Class 19 contains 11398 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37848 members 
Mstep: Class 22 contains 10487 members 
Mstep: Class 23 contains 14505 members 
Mstep: Class 24 contains 49952 members 
Mstep: Class 25 contains 8280 members 
Mstep: Class 26 contains 18246 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27199 members 
Mstep: Class 30 contains 4398 members 
Mstep: Class 31 contains 2997 members 
Mstep: Class 32 contains 4027 members 
Mstep: Class 33 contains 12235 members 
Mstep: Class 34 contains 6489 members 
Mstep: Class 35 contains 108328 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 68131 members 
Mstep: Class 38 contains 30511 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9339 members 
Mstep: Class 42 contains 848 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1030 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12876 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102286160.000000 Penalty: 165088.125000
Iteration 172Q: 48 clusters Score -1.022862e+08 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 78858 members 
Mstep: Class 3 contains 222676 members 
Mstep: Class 4 contains 3925 members 
Mstep: Class 5 contains 2566 members 
Mstep: Class 6 contains 5311 members 
Mstep: Class 7 contains 3985 members 
Mstep: Class 8 contains 35951 members 
Mstep: Class 9 contains 287966 members 
Mstep: Class 10 contains 7502 members 
Mstep: Class 11 contains 12859 members 
Mstep: Class 12 contains 54617 members 
Mstep: Class 13 contains 4984 members 
Mstep: Class 14 contains 10166 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2608 members 
Mstep: Class 17 contains 7425 members 
Mstep: Class 18 contains 206788 members 
Mstep: Class 19 contains 11387 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37863 members 
Mstep: Class 22 contains 10491 members 
Mstep: Class 23 contains 14508 members 
Mstep: Class 24 contains 49899 members 
Mstep: Class 25 contains 8293 members 
Mstep: Class 26 contains 18246 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27199 members 
Mstep: Class 30 contains 4401 members 
Mstep: Class 31 contains 2997 members 
Mstep: Class 32 contains 4029 members 
Mstep: Class 33 contains 12234 members 
Mstep: Class 34 contains 6498 members 
Mstep: Class 35 contains 108304 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 69104 members 
Mstep: Class 38 contains 30674 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9342 members 
Mstep: Class 42 contains 848 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1030 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12877 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102286728.000000 Penalty: 165088.125000
Iteration 173Q: 48 clusters Score -1.022867e+08 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 78977 members 
Mstep: Class 3 contains 222795 members 
Mstep: Class 4 contains 3925 members 
Mstep: Class 5 contains 2564 members 
Mstep: Class 6 contains 5312 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 35999 members 
Mstep: Class 9 contains 286439 members 
Mstep: Class 10 contains 7508 members 
Mstep: Class 11 contains 12862 members 
Mstep: Class 12 contains 54713 members 
Mstep: Class 13 contains 4983 members 
Mstep: Class 14 contains 10167 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2600 members 
Mstep: Class 17 contains 7425 members 
Mstep: Class 18 contains 206787 members 
Mstep: Class 19 contains 11378 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37891 members 
Mstep: Class 22 contains 10489 members 
Mstep: Class 23 contains 14518 members 
Mstep: Class 24 contains 49872 members 
Mstep: Class 25 contains 8312 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27204 members 
Mstep: Class 30 contains 4402 members 
Mstep: Class 31 contains 2996 members 
Mstep: Class 32 contains 4030 members 
Mstep: Class 33 contains 12234 members 
Mstep: Class 34 contains 6506 members 
Mstep: Class 35 contains 108288 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 70071 members 
Mstep: Class 38 contains 30831 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9343 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1030 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12878 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102286432.000000 Penalty: 165088.125000
Iteration 174Q: 48 clusters Score -1.022864e+08 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 79070 members 
Mstep: Class 3 contains 222945 members 
Mstep: Class 4 contains 3927 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 5312 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 36047 members 
Mstep: Class 9 contains 284893 members 
Mstep: Class 10 contains 7507 members 
Mstep: Class 11 contains 12867 members 
Mstep: Class 12 contains 54796 members 
Mstep: Class 13 contains 4987 members 
Mstep: Class 14 contains 10170 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 7424 members 
Mstep: Class 18 contains 206788 members 
Mstep: Class 19 contains 11369 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37922 members 
Mstep: Class 22 contains 10492 members 
Mstep: Class 23 contains 14530 members 
Mstep: Class 24 contains 49859 members 
Mstep: Class 25 contains 8326 members 
Mstep: Class 26 contains 18244 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27207 members 
Mstep: Class 30 contains 4403 members 
Mstep: Class 31 contains 2997 members 
Mstep: Class 32 contains 4032 members 
Mstep: Class 33 contains 12231 members 
Mstep: Class 34 contains 6511 members 
Mstep: Class 35 contains 108291 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 71049 members 
Mstep: Class 38 contains 30969 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9344 members 
Mstep: Class 42 contains 849 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1030 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12879 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102286848.000000 Penalty: 165088.125000
Iteration 175Q: 48 clusters Score -1.022868e+08 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 79180 members 
Mstep: Class 3 contains 223101 members 
Mstep: Class 4 contains 3931 members 
Mstep: Class 5 contains 2560 members 
Mstep: Class 6 contains 5310 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 36105 members 
Mstep: Class 9 contains 283347 members 
Mstep: Class 10 contains 7511 members 
Mstep: Class 11 contains 12871 members 
Mstep: Class 12 contains 54879 members 
Mstep: Class 13 contains 4994 members 
Mstep: Class 14 contains 10169 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2590 members 
Mstep: Class 17 contains 7424 members 
Mstep: Class 18 contains 206787 members 
Mstep: Class 19 contains 11367 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37949 members 
Mstep: Class 22 contains 10493 members 
Mstep: Class 23 contains 14542 members 
Mstep: Class 24 contains 49819 members 
Mstep: Class 25 contains 8342 members 
Mstep: Class 26 contains 18245 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27203 members 
Mstep: Class 30 contains 4403 members 
Mstep: Class 31 contains 2997 members 
Mstep: Class 32 contains 4033 members 
Mstep: Class 33 contains 12230 members 
Mstep: Class 34 contains 6520 members 
Mstep: Class 35 contains 108291 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 72042 members 
Mstep: Class 38 contains 31082 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9346 members 
Mstep: Class 42 contains 850 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1030 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12880 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102286912.000000 Penalty: 165088.125000
Iteration 176Q: 48 clusters Score -1.022869e+08 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 79318 members 
Mstep: Class 3 contains 223318 members 
Mstep: Class 4 contains 3934 members 
Mstep: Class 5 contains 2559 members 
Mstep: Class 6 contains 5312 members 
Mstep: Class 7 contains 3991 members 
Mstep: Class 8 contains 36156 members 
Mstep: Class 9 contains 281782 members 
Mstep: Class 10 contains 7515 members 
Mstep: Class 11 contains 12873 members 
Mstep: Class 12 contains 54962 members 
Mstep: Class 13 contains 4995 members 
Mstep: Class 14 contains 10168 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2584 members 
Mstep: Class 17 contains 7423 members 
Mstep: Class 18 contains 206788 members 
Mstep: Class 19 contains 11364 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 37974 members 
Mstep: Class 22 contains 10492 members 
Mstep: Class 23 contains 14554 members 
Mstep: Class 24 contains 49768 members 
Mstep: Class 25 contains 8355 members 
Mstep: Class 26 contains 18242 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27198 members 
Mstep: Class 30 contains 4403 members 
Mstep: Class 31 contains 2997 members 
Mstep: Class 32 contains 4034 members 
Mstep: Class 33 contains 12230 members 
Mstep: Class 34 contains 6523 members 
Mstep: Class 35 contains 108292 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 73020 members 
Mstep: Class 38 contains 31172 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9348 members 
Mstep: Class 42 contains 852 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1030 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12885 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102287392.000000 Penalty: 165088.125000
Iteration 177Q: 48 clusters Score -1.022874e+08 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 79467 members 
Mstep: Class 3 contains 223561 members 
Mstep: Class 4 contains 3939 members 
Mstep: Class 5 contains 2560 members 
Mstep: Class 6 contains 5314 members 
Mstep: Class 7 contains 3990 members 
Mstep: Class 8 contains 36226 members 
Mstep: Class 9 contains 280165 members 
Mstep: Class 10 contains 7521 members 
Mstep: Class 11 contains 12876 members 
Mstep: Class 12 contains 55044 members 
Mstep: Class 13 contains 4996 members 
Mstep: Class 14 contains 10169 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 7421 members 
Mstep: Class 18 contains 206785 members 
Mstep: Class 19 contains 11358 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38006 members 
Mstep: Class 22 contains 10494 members 
Mstep: Class 23 contains 14561 members 
Mstep: Class 24 contains 49726 members 
Mstep: Class 25 contains 8372 members 
Mstep: Class 26 contains 18240 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27199 members 
Mstep: Class 30 contains 4404 members 
Mstep: Class 31 contains 2997 members 
Mstep: Class 32 contains 4037 members 
Mstep: Class 33 contains 12232 members 
Mstep: Class 34 contains 6532 members 
Mstep: Class 35 contains 108294 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 73955 members 
Mstep: Class 38 contains 31264 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9352 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1031 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12891 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102287408.000000 Penalty: 165088.125000
Iteration 178Q: 48 clusters Score -1.022874e+08 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 79598 members 
Mstep: Class 3 contains 223850 members 
Mstep: Class 4 contains 3940 members 
Mstep: Class 5 contains 2559 members 
Mstep: Class 6 contains 5315 members 
Mstep: Class 7 contains 3992 members 
Mstep: Class 8 contains 36266 members 
Mstep: Class 9 contains 278514 members 
Mstep: Class 10 contains 7525 members 
Mstep: Class 11 contains 12872 members 
Mstep: Class 12 contains 55127 members 
Mstep: Class 13 contains 4991 members 
Mstep: Class 14 contains 10166 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2576 members 
Mstep: Class 17 contains 7421 members 
Mstep: Class 18 contains 206786 members 
Mstep: Class 19 contains 11357 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38042 members 
Mstep: Class 22 contains 10492 members 
Mstep: Class 23 contains 14565 members 
Mstep: Class 24 contains 49686 members 
Mstep: Class 25 contains 8397 members 
Mstep: Class 26 contains 18237 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27202 members 
Mstep: Class 30 contains 4406 members 
Mstep: Class 31 contains 2998 members 
Mstep: Class 32 contains 4041 members 
Mstep: Class 33 contains 12232 members 
Mstep: Class 34 contains 6540 members 
Mstep: Class 35 contains 108313 members 
Mstep: Class 36 contains 1178 members 
Mstep: Class 37 contains 74922 members 
Mstep: Class 38 contains 31346 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9360 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1031 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12891 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102287568.000000 Penalty: 165088.125000
Iteration 179Q: 48 clusters Score -1.022876e+08 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 79734 members 
Mstep: Class 3 contains 224141 members 
Mstep: Class 4 contains 3943 members 
Mstep: Class 5 contains 2559 members 
Mstep: Class 6 contains 5315 members 
Mstep: Class 7 contains 3992 members 
Mstep: Class 8 contains 36314 members 
Mstep: Class 9 contains 276829 members 
Mstep: Class 10 contains 7516 members 
Mstep: Class 11 contains 12864 members 
Mstep: Class 12 contains 55215 members 
Mstep: Class 13 contains 4991 members 
Mstep: Class 14 contains 10165 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2572 members 
Mstep: Class 17 contains 7419 members 
Mstep: Class 18 contains 206783 members 
Mstep: Class 19 contains 11352 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38079 members 
Mstep: Class 22 contains 10494 members 
Mstep: Class 23 contains 14566 members 
Mstep: Class 24 contains 49634 members 
Mstep: Class 25 contains 8413 members 
Mstep: Class 26 contains 18237 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27207 members 
Mstep: Class 30 contains 4409 members 
Mstep: Class 31 contains 2997 members 
Mstep: Class 32 contains 4045 members 
Mstep: Class 33 contains 12231 members 
Mstep: Class 34 contains 6552 members 
Mstep: Class 35 contains 108351 members 
Mstep: Class 36 contains 1179 members 
Mstep: Class 37 contains 75925 members 
Mstep: Class 38 contains 31424 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9367 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1031 members 
Mstep: Class 45 contains 2325 members 
Mstep: Class 46 contains 12890 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102287856.000000 Penalty: 165088.125000
Iteration 180F: 48 clusters Score -1.022879e+08 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 79871 members 
Mstep: Class 3 contains 224464 members 
Mstep: Class 4 contains 3947 members 
Mstep: Class 5 contains 2559 members 
Mstep: Class 6 contains 5311 members 
Mstep: Class 7 contains 3994 members 
Mstep: Class 8 contains 36370 members 
Mstep: Class 9 contains 275129 members 
Mstep: Class 10 contains 7506 members 
Mstep: Class 11 contains 12859 members 
Mstep: Class 12 contains 55319 members 
Mstep: Class 13 contains 4988 members 
Mstep: Class 14 contains 10164 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2567 members 
Mstep: Class 17 contains 7419 members 
Mstep: Class 18 contains 206782 members 
Mstep: Class 19 contains 11353 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38104 members 
Mstep: Class 22 contains 10491 members 
Mstep: Class 23 contains 14570 members 
Mstep: Class 24 contains 49555 members 
Mstep: Class 25 contains 8429 members 
Mstep: Class 26 contains 18236 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27211 members 
Mstep: Class 30 contains 4411 members 
Mstep: Class 31 contains 2996 members 
Mstep: Class 32 contains 4050 members 
Mstep: Class 33 contains 12231 members 
Mstep: Class 34 contains 6568 members 
Mstep: Class 35 contains 108401 members 
Mstep: Class 36 contains 1180 members 
Mstep: Class 37 contains 76887 members 
Mstep: Class 38 contains 31517 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9373 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1032 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12893 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102288128.000000 Penalty: 165088.125000
Iteration 181Q: 48 clusters Score -1.022881e+08 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 79985 members 
Mstep: Class 3 contains 224784 members 
Mstep: Class 4 contains 3945 members 
Mstep: Class 5 contains 2560 members 
Mstep: Class 6 contains 5308 members 
Mstep: Class 7 contains 3995 members 
Mstep: Class 8 contains 36421 members 
Mstep: Class 9 contains 273370 members 
Mstep: Class 10 contains 7505 members 
Mstep: Class 11 contains 12856 members 
Mstep: Class 12 contains 55425 members 
Mstep: Class 13 contains 4987 members 
Mstep: Class 14 contains 10162 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2566 members 
Mstep: Class 17 contains 7419 members 
Mstep: Class 18 contains 206780 members 
Mstep: Class 19 contains 11357 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38143 members 
Mstep: Class 22 contains 10490 members 
Mstep: Class 23 contains 14575 members 
Mstep: Class 24 contains 49502 members 
Mstep: Class 25 contains 8446 members 
Mstep: Class 26 contains 18238 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1458 members 
Mstep: Class 29 contains 27229 members 
Mstep: Class 30 contains 4413 members 
Mstep: Class 31 contains 2995 members 
Mstep: Class 32 contains 4055 members 
Mstep: Class 33 contains 12229 members 
Mstep: Class 34 contains 6573 members 
Mstep: Class 35 contains 108455 members 
Mstep: Class 36 contains 1181 members 
Mstep: Class 37 contains 77872 members 
Mstep: Class 38 contains 31606 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9381 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1032 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12897 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102288400.000000 Penalty: 165088.125000
Iteration 182Q: 48 clusters Score -1.022884e+08 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 80128 members 
Mstep: Class 3 contains 225158 members 
Mstep: Class 4 contains 3944 members 
Mstep: Class 5 contains 2560 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 3998 members 
Mstep: Class 8 contains 36474 members 
Mstep: Class 9 contains 271513 members 
Mstep: Class 10 contains 7506 members 
Mstep: Class 11 contains 12853 members 
Mstep: Class 12 contains 55534 members 
Mstep: Class 13 contains 4988 members 
Mstep: Class 14 contains 10158 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2561 members 
Mstep: Class 17 contains 7419 members 
Mstep: Class 18 contains 206777 members 
Mstep: Class 19 contains 11351 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38160 members 
Mstep: Class 22 contains 10491 members 
Mstep: Class 23 contains 14581 members 
Mstep: Class 24 contains 49437 members 
Mstep: Class 25 contains 8469 members 
Mstep: Class 26 contains 18238 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1459 members 
Mstep: Class 29 contains 27242 members 
Mstep: Class 30 contains 4413 members 
Mstep: Class 31 contains 2995 members 
Mstep: Class 32 contains 4062 members 
Mstep: Class 33 contains 12230 members 
Mstep: Class 34 contains 6579 members 
Mstep: Class 35 contains 108519 members 
Mstep: Class 36 contains 1181 members 
Mstep: Class 37 contains 78901 members 
Mstep: Class 38 contains 31688 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9390 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1032 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12901 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102288752.000000 Penalty: 165088.125000
Iteration 183Q: 48 clusters Score -1.022888e+08 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 80275 members 
Mstep: Class 3 contains 225578 members 
Mstep: Class 4 contains 3945 members 
Mstep: Class 5 contains 2559 members 
Mstep: Class 6 contains 5299 members 
Mstep: Class 7 contains 3999 members 
Mstep: Class 8 contains 36534 members 
Mstep: Class 9 contains 269555 members 
Mstep: Class 10 contains 7504 members 
Mstep: Class 11 contains 12853 members 
Mstep: Class 12 contains 55657 members 
Mstep: Class 13 contains 4991 members 
Mstep: Class 14 contains 10159 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2555 members 
Mstep: Class 17 contains 7420 members 
Mstep: Class 18 contains 206774 members 
Mstep: Class 19 contains 11342 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38178 members 
Mstep: Class 22 contains 10487 members 
Mstep: Class 23 contains 14582 members 
Mstep: Class 24 contains 49363 members 
Mstep: Class 25 contains 8499 members 
Mstep: Class 26 contains 18236 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1459 members 
Mstep: Class 29 contains 27250 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 2995 members 
Mstep: Class 32 contains 4069 members 
Mstep: Class 33 contains 12231 members 
Mstep: Class 34 contains 6588 members 
Mstep: Class 35 contains 108594 members 
Mstep: Class 36 contains 1181 members 
Mstep: Class 37 contains 79962 members 
Mstep: Class 38 contains 31765 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9403 members 
Mstep: Class 42 contains 854 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1032 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12910 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102288912.000000 Penalty: 165088.125000
Iteration 184Q: 48 clusters Score -1.022889e+08 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 80439 members 
Mstep: Class 3 contains 226067 members 
Mstep: Class 4 contains 3947 members 
Mstep: Class 5 contains 2558 members 
Mstep: Class 6 contains 5292 members 
Mstep: Class 7 contains 4003 members 
Mstep: Class 8 contains 36594 members 
Mstep: Class 9 contains 267389 members 
Mstep: Class 10 contains 7508 members 
Mstep: Class 11 contains 12850 members 
Mstep: Class 12 contains 55798 members 
Mstep: Class 13 contains 4995 members 
Mstep: Class 14 contains 10157 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2544 members 
Mstep: Class 17 contains 7418 members 
Mstep: Class 18 contains 206773 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38198 members 
Mstep: Class 22 contains 10484 members 
Mstep: Class 23 contains 14585 members 
Mstep: Class 24 contains 49284 members 
Mstep: Class 25 contains 8528 members 
Mstep: Class 26 contains 18228 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1459 members 
Mstep: Class 29 contains 27271 members 
Mstep: Class 30 contains 4413 members 
Mstep: Class 31 contains 2996 members 
Mstep: Class 32 contains 4075 members 
Mstep: Class 33 contains 12230 members 
Mstep: Class 34 contains 6591 members 
Mstep: Class 35 contains 108665 members 
Mstep: Class 36 contains 1181 members 
Mstep: Class 37 contains 81106 members 
Mstep: Class 38 contains 31861 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9422 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1032 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12911 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102289296.000000 Penalty: 165088.125000
Iteration 185Q: 48 clusters Score -1.022893e+08 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 80597 members 
Mstep: Class 3 contains 226557 members 
Mstep: Class 4 contains 3955 members 
Mstep: Class 5 contains 2558 members 
Mstep: Class 6 contains 5285 members 
Mstep: Class 7 contains 4010 members 
Mstep: Class 8 contains 36648 members 
Mstep: Class 9 contains 265114 members 
Mstep: Class 10 contains 7505 members 
Mstep: Class 11 contains 12839 members 
Mstep: Class 12 contains 55958 members 
Mstep: Class 13 contains 4994 members 
Mstep: Class 14 contains 10157 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2535 members 
Mstep: Class 17 contains 7418 members 
Mstep: Class 18 contains 206767 members 
Mstep: Class 19 contains 11338 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38228 members 
Mstep: Class 22 contains 10483 members 
Mstep: Class 23 contains 14581 members 
Mstep: Class 24 contains 49206 members 
Mstep: Class 25 contains 8554 members 
Mstep: Class 26 contains 18225 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1459 members 
Mstep: Class 29 contains 27294 members 
Mstep: Class 30 contains 4416 members 
Mstep: Class 31 contains 2996 members 
Mstep: Class 32 contains 4080 members 
Mstep: Class 33 contains 12231 members 
Mstep: Class 34 contains 6597 members 
Mstep: Class 35 contains 108731 members 
Mstep: Class 36 contains 1181 members 
Mstep: Class 37 contains 82366 members 
Mstep: Class 38 contains 31952 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9437 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1032 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12913 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102289496.000000 Penalty: 165088.125000
Iteration 186Q: 48 clusters Score -1.022895e+08 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 80800 members 
Mstep: Class 3 contains 227091 members 
Mstep: Class 4 contains 3961 members 
Mstep: Class 5 contains 2559 members 
Mstep: Class 6 contains 5282 members 
Mstep: Class 7 contains 4012 members 
Mstep: Class 8 contains 36696 members 
Mstep: Class 9 contains 262673 members 
Mstep: Class 10 contains 7506 members 
Mstep: Class 11 contains 12828 members 
Mstep: Class 12 contains 56097 members 
Mstep: Class 13 contains 4994 members 
Mstep: Class 14 contains 10157 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2527 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 206765 members 
Mstep: Class 19 contains 11328 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38263 members 
Mstep: Class 22 contains 10482 members 
Mstep: Class 23 contains 14581 members 
Mstep: Class 24 contains 49123 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 18225 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1459 members 
Mstep: Class 29 contains 27308 members 
Mstep: Class 30 contains 4416 members 
Mstep: Class 31 contains 2997 members 
Mstep: Class 32 contains 4086 members 
Mstep: Class 33 contains 12229 members 
Mstep: Class 34 contains 6605 members 
Mstep: Class 35 contains 108804 members 
Mstep: Class 36 contains 1181 members 
Mstep: Class 37 contains 83750 members 
Mstep: Class 38 contains 32026 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9439 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1031 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12916 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102290208.000000 Penalty: 165088.125000
Iteration 187Q: 48 clusters Score -1.022902e+08 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 81018 members 
Mstep: Class 3 contains 227671 members 
Mstep: Class 4 contains 3966 members 
Mstep: Class 5 contains 2557 members 
Mstep: Class 6 contains 5279 members 
Mstep: Class 7 contains 4013 members 
Mstep: Class 8 contains 36742 members 
Mstep: Class 9 contains 260036 members 
Mstep: Class 10 contains 7498 members 
Mstep: Class 11 contains 12823 members 
Mstep: Class 12 contains 56228 members 
Mstep: Class 13 contains 4994 members 
Mstep: Class 14 contains 10158 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2522 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 206761 members 
Mstep: Class 19 contains 11324 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38304 members 
Mstep: Class 22 contains 10480 members 
Mstep: Class 23 contains 14578 members 
Mstep: Class 24 contains 49059 members 
Mstep: Class 25 contains 8623 members 
Mstep: Class 26 contains 18222 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1459 members 
Mstep: Class 29 contains 27331 members 
Mstep: Class 30 contains 4417 members 
Mstep: Class 31 contains 2997 members 
Mstep: Class 32 contains 4092 members 
Mstep: Class 33 contains 12229 members 
Mstep: Class 34 contains 6606 members 
Mstep: Class 35 contains 108885 members 
Mstep: Class 36 contains 1181 members 
Mstep: Class 37 contains 85226 members 
Mstep: Class 38 contains 32107 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9447 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1031 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12916 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102290472.000000 Penalty: 165088.125000
Iteration 188Q: 48 clusters Score -1.022905e+08 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 81247 members 
Mstep: Class 3 contains 228243 members 
Mstep: Class 4 contains 3971 members 
Mstep: Class 5 contains 2557 members 
Mstep: Class 6 contains 5277 members 
Mstep: Class 7 contains 4012 members 
Mstep: Class 8 contains 36792 members 
Mstep: Class 9 contains 257250 members 
Mstep: Class 10 contains 7490 members 
Mstep: Class 11 contains 12813 members 
Mstep: Class 12 contains 56381 members 
Mstep: Class 13 contains 4999 members 
Mstep: Class 14 contains 10157 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2508 members 
Mstep: Class 17 contains 7413 members 
Mstep: Class 18 contains 206764 members 
Mstep: Class 19 contains 11320 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38342 members 
Mstep: Class 22 contains 10474 members 
Mstep: Class 23 contains 14574 members 
Mstep: Class 24 contains 49002 members 
Mstep: Class 25 contains 8656 members 
Mstep: Class 26 contains 18215 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1459 members 
Mstep: Class 29 contains 27369 members 
Mstep: Class 30 contains 4417 members 
Mstep: Class 31 contains 2998 members 
Mstep: Class 32 contains 4094 members 
Mstep: Class 33 contains 12228 members 
Mstep: Class 34 contains 6605 members 
Mstep: Class 35 contains 108980 members 
Mstep: Class 36 contains 1181 members 
Mstep: Class 37 contains 86820 members 
Mstep: Class 38 contains 32183 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9456 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1031 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12917 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102291032.000000 Penalty: 165088.125000
Iteration 189Q: 48 clusters Score -1.02291e+08 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 81513 members 
Mstep: Class 3 contains 228839 members 
Mstep: Class 4 contains 3974 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 5276 members 
Mstep: Class 7 contains 4013 members 
Mstep: Class 8 contains 36832 members 
Mstep: Class 9 contains 254239 members 
Mstep: Class 10 contains 7479 members 
Mstep: Class 11 contains 12803 members 
Mstep: Class 12 contains 56563 members 
Mstep: Class 13 contains 5001 members 
Mstep: Class 14 contains 10158 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2500 members 
Mstep: Class 17 contains 7410 members 
Mstep: Class 18 contains 206762 members 
Mstep: Class 19 contains 11301 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38384 members 
Mstep: Class 22 contains 10476 members 
Mstep: Class 23 contains 14567 members 
Mstep: Class 24 contains 48946 members 
Mstep: Class 25 contains 8674 members 
Mstep: Class 26 contains 18212 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1459 members 
Mstep: Class 29 contains 27398 members 
Mstep: Class 30 contains 4418 members 
Mstep: Class 31 contains 2998 members 
Mstep: Class 32 contains 4096 members 
Mstep: Class 33 contains 12226 members 
Mstep: Class 34 contains 6604 members 
Mstep: Class 35 contains 109093 members 
Mstep: Class 36 contains 1181 members 
Mstep: Class 37 contains 88563 members 
Mstep: Class 38 contains 32259 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9468 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1031 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12924 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102291576.000000 Penalty: 165088.125000
Iteration 190Q: 48 clusters Score -1.022916e+08 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 81785 members 
Mstep: Class 3 contains 229515 members 
Mstep: Class 4 contains 3975 members 
Mstep: Class 5 contains 2555 members 
Mstep: Class 6 contains 5275 members 
Mstep: Class 7 contains 4012 members 
Mstep: Class 8 contains 36915 members 
Mstep: Class 9 contains 250867 members 
Mstep: Class 10 contains 7472 members 
Mstep: Class 11 contains 12787 members 
Mstep: Class 12 contains 56773 members 
Mstep: Class 13 contains 5001 members 
Mstep: Class 14 contains 10151 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2494 members 
Mstep: Class 17 contains 7408 members 
Mstep: Class 18 contains 206759 members 
Mstep: Class 19 contains 11284 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38434 members 
Mstep: Class 22 contains 10473 members 
Mstep: Class 23 contains 14559 members 
Mstep: Class 24 contains 48886 members 
Mstep: Class 25 contains 8696 members 
Mstep: Class 26 contains 18210 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1459 members 
Mstep: Class 29 contains 27423 members 
Mstep: Class 30 contains 4422 members 
Mstep: Class 31 contains 2998 members 
Mstep: Class 32 contains 4095 members 
Mstep: Class 33 contains 12225 members 
Mstep: Class 34 contains 6612 members 
Mstep: Class 35 contains 109206 members 
Mstep: Class 36 contains 1181 members 
Mstep: Class 37 contains 90477 members 
Mstep: Class 38 contains 32372 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9482 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1031 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12926 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102292616.000000 Penalty: 165088.125000
Iteration 191Q: 48 clusters Score -1.022926e+08 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 82102 members 
Mstep: Class 3 contains 230247 members 
Mstep: Class 4 contains 3977 members 
Mstep: Class 5 contains 2555 members 
Mstep: Class 6 contains 5273 members 
Mstep: Class 7 contains 4013 members 
Mstep: Class 8 contains 36975 members 
Mstep: Class 9 contains 247260 members 
Mstep: Class 10 contains 7456 members 
Mstep: Class 11 contains 12774 members 
Mstep: Class 12 contains 56977 members 
Mstep: Class 13 contains 5006 members 
Mstep: Class 14 contains 10143 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2493 members 
Mstep: Class 17 contains 7406 members 
Mstep: Class 18 contains 206754 members 
Mstep: Class 19 contains 11271 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38488 members 
Mstep: Class 22 contains 10471 members 
Mstep: Class 23 contains 14560 members 
Mstep: Class 24 contains 48798 members 
Mstep: Class 25 contains 8741 members 
Mstep: Class 26 contains 18205 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1459 members 
Mstep: Class 29 contains 27451 members 
Mstep: Class 30 contains 4427 members 
Mstep: Class 31 contains 2998 members 
Mstep: Class 32 contains 4098 members 
Mstep: Class 33 contains 12223 members 
Mstep: Class 34 contains 6625 members 
Mstep: Class 35 contains 109321 members 
Mstep: Class 36 contains 1181 members 
Mstep: Class 37 contains 92555 members 
Mstep: Class 38 contains 32454 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9495 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1031 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12931 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102293816.000000 Penalty: 165088.125000
Iteration 192Q: 48 clusters Score -1.022938e+08 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 82493 members 
Mstep: Class 3 contains 230985 members 
Mstep: Class 4 contains 3976 members 
Mstep: Class 5 contains 2555 members 
Mstep: Class 6 contains 5273 members 
Mstep: Class 7 contains 4012 members 
Mstep: Class 8 contains 37019 members 
Mstep: Class 9 contains 243243 members 
Mstep: Class 10 contains 7434 members 
Mstep: Class 11 contains 12752 members 
Mstep: Class 12 contains 57201 members 
Mstep: Class 13 contains 5018 members 
Mstep: Class 14 contains 10140 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2490 members 
Mstep: Class 17 contains 7406 members 
Mstep: Class 18 contains 206744 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38566 members 
Mstep: Class 22 contains 10462 members 
Mstep: Class 23 contains 14545 members 
Mstep: Class 24 contains 48728 members 
Mstep: Class 25 contains 8795 members 
Mstep: Class 26 contains 18199 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1459 members 
Mstep: Class 29 contains 27474 members 
Mstep: Class 30 contains 4428 members 
Mstep: Class 31 contains 2998 members 
Mstep: Class 32 contains 4099 members 
Mstep: Class 33 contains 12222 members 
Mstep: Class 34 contains 6633 members 
Mstep: Class 35 contains 109473 members 
Mstep: Class 36 contains 1181 members 
Mstep: Class 37 contains 94900 members 
Mstep: Class 38 contains 32554 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9507 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1031 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12940 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102295200.000000 Penalty: 165088.125000
Iteration 193Q: 48 clusters Score -1.022952e+08 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 82909 members 
Mstep: Class 3 contains 231813 members 
Mstep: Class 4 contains 3976 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 5274 members 
Mstep: Class 7 contains 4015 members 
Mstep: Class 8 contains 37057 members 
Mstep: Class 9 contains 238853 members 
Mstep: Class 10 contains 7410 members 
Mstep: Class 11 contains 12733 members 
Mstep: Class 12 contains 57478 members 
Mstep: Class 13 contains 5025 members 
Mstep: Class 14 contains 10138 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 7405 members 
Mstep: Class 18 contains 206736 members 
Mstep: Class 19 contains 11249 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38626 members 
Mstep: Class 22 contains 10456 members 
Mstep: Class 23 contains 14534 members 
Mstep: Class 24 contains 48654 members 
Mstep: Class 25 contains 8839 members 
Mstep: Class 26 contains 18191 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1459 members 
Mstep: Class 29 contains 27497 members 
Mstep: Class 30 contains 4428 members 
Mstep: Class 31 contains 2998 members 
Mstep: Class 32 contains 4103 members 
Mstep: Class 33 contains 12222 members 
Mstep: Class 34 contains 6631 members 
Mstep: Class 35 contains 109629 members 
Mstep: Class 36 contains 1181 members 
Mstep: Class 37 contains 97444 members 
Mstep: Class 38 contains 32697 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9524 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1031 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12939 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102297256.000000 Penalty: 165088.125000
Iteration 194Q: 48 clusters Score -1.022973e+08 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 83442 members 
Mstep: Class 3 contains 232651 members 
Mstep: Class 4 contains 3980 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 5274 members 
Mstep: Class 7 contains 4015 members 
Mstep: Class 8 contains 37085 members 
Mstep: Class 9 contains 234128 members 
Mstep: Class 10 contains 7376 members 
Mstep: Class 11 contains 12709 members 
Mstep: Class 12 contains 57751 members 
Mstep: Class 13 contains 5031 members 
Mstep: Class 14 contains 10133 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2477 members 
Mstep: Class 17 contains 7401 members 
Mstep: Class 18 contains 206732 members 
Mstep: Class 19 contains 11237 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38699 members 
Mstep: Class 22 contains 10451 members 
Mstep: Class 23 contains 14529 members 
Mstep: Class 24 contains 48563 members 
Mstep: Class 25 contains 8901 members 
Mstep: Class 26 contains 18189 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1459 members 
Mstep: Class 29 contains 27536 members 
Mstep: Class 30 contains 4433 members 
Mstep: Class 31 contains 2998 members 
Mstep: Class 32 contains 4102 members 
Mstep: Class 33 contains 12221 members 
Mstep: Class 34 contains 6635 members 
Mstep: Class 35 contains 109826 members 
Mstep: Class 36 contains 1181 members 
Mstep: Class 37 contains 100155 members 
Mstep: Class 38 contains 32836 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9540 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1031 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12932 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102299224.000000 Penalty: 165088.125000
Iteration 195Q: 48 clusters Score -1.022992e+08 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 84023 members 
Mstep: Class 3 contains 233539 members 
Mstep: Class 4 contains 3980 members 
Mstep: Class 5 contains 2555 members 
Mstep: Class 6 contains 5277 members 
Mstep: Class 7 contains 4019 members 
Mstep: Class 8 contains 37130 members 
Mstep: Class 9 contains 229139 members 
Mstep: Class 10 contains 7343 members 
Mstep: Class 11 contains 12685 members 
Mstep: Class 12 contains 58016 members 
Mstep: Class 13 contains 5038 members 
Mstep: Class 14 contains 10135 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2474 members 
Mstep: Class 17 contains 7396 members 
Mstep: Class 18 contains 206732 members 
Mstep: Class 19 contains 11233 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38751 members 
Mstep: Class 22 contains 10448 members 
Mstep: Class 23 contains 14516 members 
Mstep: Class 24 contains 48460 members 
Mstep: Class 25 contains 8952 members 
Mstep: Class 26 contains 18188 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1460 members 
Mstep: Class 29 contains 27552 members 
Mstep: Class 30 contains 4439 members 
Mstep: Class 31 contains 2997 members 
Mstep: Class 32 contains 4107 members 
Mstep: Class 33 contains 12222 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 110071 members 
Mstep: Class 36 contains 1181 members 
Mstep: Class 37 contains 103042 members 
Mstep: Class 38 contains 32959 members 
Mstep: Class 39 contains 3007 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9551 members 
Mstep: Class 42 contains 853 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1031 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12925 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102301536.000000 Penalty: 165088.125000
Iteration 196Q: 48 clusters Score -1.023015e+08 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 84644 members 
Mstep: Class 3 contains 234471 members 
Mstep: Class 4 contains 3988 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 5280 members 
Mstep: Class 7 contains 4024 members 
Mstep: Class 8 contains 37142 members 
Mstep: Class 9 contains 224101 members 
Mstep: Class 10 contains 7301 members 
Mstep: Class 11 contains 12656 members 
Mstep: Class 12 contains 58259 members 
Mstep: Class 13 contains 5043 members 
Mstep: Class 14 contains 10138 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2466 members 
Mstep: Class 17 contains 7396 members 
Mstep: Class 18 contains 206726 members 
Mstep: Class 19 contains 11219 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38829 members 
Mstep: Class 22 contains 10438 members 
Mstep: Class 23 contains 14499 members 
Mstep: Class 24 contains 48365 members 
Mstep: Class 25 contains 8993 members 
Mstep: Class 26 contains 18190 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1460 members 
Mstep: Class 29 contains 27562 members 
Mstep: Class 30 contains 4442 members 
Mstep: Class 31 contains 2997 members 
Mstep: Class 32 contains 4109 members 
Mstep: Class 33 contains 12222 members 
Mstep: Class 34 contains 6624 members 
Mstep: Class 35 contains 110319 members 
Mstep: Class 36 contains 1181 members 
Mstep: Class 37 contains 106000 members 
Mstep: Class 38 contains 33043 members 
Mstep: Class 39 contains 3007 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9559 members 
Mstep: Class 42 contains 852 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1031 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12921 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102303432.000000 Penalty: 165088.125000
Iteration 197Q: 48 clusters Score -1.023034e+08 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 85309 members 
Mstep: Class 3 contains 235392 members 
Mstep: Class 4 contains 3991 members 
Mstep: Class 5 contains 2555 members 
Mstep: Class 6 contains 5285 members 
Mstep: Class 7 contains 4027 members 
Mstep: Class 8 contains 37131 members 
Mstep: Class 9 contains 219243 members 
Mstep: Class 10 contains 7260 members 
Mstep: Class 11 contains 12630 members 
Mstep: Class 12 contains 58387 members 
Mstep: Class 13 contains 5045 members 
Mstep: Class 14 contains 10136 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7390 members 
Mstep: Class 18 contains 206720 members 
Mstep: Class 19 contains 11203 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38872 members 
Mstep: Class 22 contains 10434 members 
Mstep: Class 23 contains 14502 members 
Mstep: Class 24 contains 48267 members 
Mstep: Class 25 contains 9029 members 
Mstep: Class 26 contains 18185 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1460 members 
Mstep: Class 29 contains 27563 members 
Mstep: Class 30 contains 4442 members 
Mstep: Class 31 contains 2996 members 
Mstep: Class 32 contains 4110 members 
Mstep: Class 33 contains 12221 members 
Mstep: Class 34 contains 6629 members 
Mstep: Class 35 contains 110604 members 
Mstep: Class 36 contains 1181 members 
Mstep: Class 37 contains 108845 members 
Mstep: Class 38 contains 33156 members 
Mstep: Class 39 contains 3007 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9569 members 
Mstep: Class 42 contains 852 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1031 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12923 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102305736.000000 Penalty: 165088.125000
Iteration 198Q: 48 clusters Score -1.023057e+08 nChanged 7554
Entering ConstructFrom: 
Score: -102305736.000000 Penalty: 165088.125000
Entering ConstructFrom: 
Trying to split cluster 1 (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: -299075.593750 Penalty: 2072.716553
	Iteration 0F: 2 clusters Score -299075.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -295004.906250 Penalty: 4145.433105
	Iteration 0F: 3 clusters Score -295004.9 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -296022.625000 Penalty: 4145.433105
	Iteration 1F: 3 clusters Score -296022.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -296394.968750 Penalty: 4145.433105
	Iteration 2F: 3 clusters Score -296395 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -296659.375000 Penalty: 4145.433105
	Iteration 3F: 3 clusters Score -296659.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -296924.593750 Penalty: 4145.433105
	Iteration 4F: 3 clusters Score -296924.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -297136.843750 Penalty: 4145.433105
	Iteration 5F: 3 clusters Score -297136.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -297295.781250 Penalty: 4145.433105
	Iteration 6Q: 3 clusters Score -297295.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -297422.312500 Penalty: 4145.433105
	Iteration 7Q: 3 clusters Score -297422.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -297517.312500 Penalty: 4145.433105
	Iteration 8Q: 3 clusters Score -297517.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -297581.500000 Penalty: 4145.433105
	Iteration 9Q: 3 clusters Score -297581.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -297630.750000 Penalty: 4145.433105
	Iteration 10Q: 3 clusters Score -297630.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -297670.875000 Penalty: 4145.433105
	Iteration 11Q: 3 clusters Score -297670.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -297723.468750 Penalty: 4145.433105
	Iteration 12Q: 3 clusters Score -297723.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -297774.625000 Penalty: 4145.433105
	Iteration 13Q: 3 clusters Score -297774.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -297821.718750 Penalty: 4145.433105
	Iteration 14Q: 3 clusters Score -297821.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -297854.468750 Penalty: 4145.433105
	Iteration 15Q: 3 clusters Score -297854.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -297886.625000 Penalty: 4145.433105
	Iteration 16Q: 3 clusters Score -297886.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -297921.875000 Penalty: 4145.433105
	Iteration 17Q: 3 clusters Score -297921.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -297978.093750 Penalty: 4145.433105
	Iteration 18Q: 3 clusters Score -297978.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -298057.437500 Penalty: 4145.433105
	Iteration 19Q: 3 clusters Score -298057.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -298187.375000 Penalty: 4145.433105
	Iteration 20F: 3 clusters Score -298187.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -298512.562500 Penalty: 4145.433105
	Iteration 21Q: 3 clusters Score -298512.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -298751.562500 Penalty: 4145.433105
	Iteration 22Q: 3 clusters Score -298751.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -298819.031250 Penalty: 4145.433105
	Iteration 23Q: 3 clusters Score -298819 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -298849.250000 Penalty: 4145.433105
	Iteration 24Q: 3 clusters Score -298849.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -298866.375000 Penalty: 4145.433105
	Iteration 25Q: 3 clusters Score -298866.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -298885.781250 Penalty: 4145.433105
	Iteration 26Q: 3 clusters Score -298885.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -298895.468750 Penalty: 4145.433105
	Iteration 27Q: 3 clusters Score -298895.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -298899.093750 Penalty: 4145.433105
	Iteration 28Q: 3 clusters Score -298899.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -298903.843750 Penalty: 4145.433105
	Iteration 29Q: 3 clusters Score -298903.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -298906.625000 Penalty: 4145.433105
	Iteration 30Q: 3 clusters Score -298906.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -298908.187500 Penalty: 4145.433105
	Iteration 31Q: 3 clusters Score -298908.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -298909.968750 Penalty: 4145.433105
	Iteration 32Q: 3 clusters Score -298910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -298910.750000 Penalty: 4145.433105
	Iteration 33Q: 3 clusters Score -298910.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -298910.750000 Penalty: 4145.433105
	Iteration 34F: 3 clusters Score -298910.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (85939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85939 members 
Entering Unmasked Estep 
Score: -6546248.000000 Penalty: 2817.625488
	Iteration 0F: 2 clusters Score -6546248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -6488683.500000 Penalty: 5635.250977
	Iteration 0F: 3 clusters Score -6488684 nChanged 40489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -6511909.000000 Penalty: 5635.250977
	Iteration 1F: 3 clusters Score -6511909 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -6513098.000000 Penalty: 5635.250977
	Iteration 2Q: 3 clusters Score -6513098 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -6514834.500000 Penalty: 5635.250977
	Iteration 3Q: 3 clusters Score -6514834 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54733 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -6517566.000000 Penalty: 5635.250977
	Iteration 4F: 3 clusters Score -6517566 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59818 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -6521414.000000 Penalty: 5635.250977
	Iteration 5F: 3 clusters Score -6521414 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65696 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -6526484.500000 Penalty: 5635.250977
	Iteration 6F: 3 clusters Score -6526484 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71548 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -6531892.500000 Penalty: 5635.250977
	Iteration 7F: 3 clusters Score -6531892 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76489 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -6536642.000000 Penalty: 5635.250977
	Iteration 8F: 3 clusters Score -6536642 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79998 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -6539855.500000 Penalty: 5635.250977
	Iteration 9Q: 3 clusters Score -6539856 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82116 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -6541773.000000 Penalty: 5635.250977
	Iteration 10Q: 3 clusters Score -6541773 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83285 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -6542806.000000 Penalty: 5635.250977
	Iteration 11Q: 3 clusters Score -6542806 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83907 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -6543333.500000 Penalty: 5635.250977
	Iteration 12Q: 3 clusters Score -6543334 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84242 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6543672.000000 Penalty: 5635.250977
	Iteration 13Q: 3 clusters Score -6543672 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84445 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6543848.000000 Penalty: 5635.250977
	Iteration 14Q: 3 clusters Score -6543848 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84555 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -6543924.000000 Penalty: 5635.250977
	Iteration 15Q: 3 clusters Score -6543924 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84632 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6543991.500000 Penalty: 5635.250977
	Iteration 16Q: 3 clusters Score -6543992 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84705 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6544035.000000 Penalty: 5635.250977
	Iteration 17Q: 3 clusters Score -6544035 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84761 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6544072.500000 Penalty: 5635.250977
	Iteration 18Q: 3 clusters Score -6544072 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84807 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6544097.500000 Penalty: 5635.250977
	Iteration 19Q: 3 clusters Score -6544098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84825 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6544105.000000 Penalty: 5635.250977
	Iteration 20F: 3 clusters Score -6544105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84837 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6544125.000000 Penalty: 5635.250977
	Iteration 21Q: 3 clusters Score -6544125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84845 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6544142.000000 Penalty: 5635.250977
	Iteration 22Q: 3 clusters Score -6544142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84853 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6544141.000000 Penalty: 5635.250977
	Iteration 23Q: 3 clusters Score -6544141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84854 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6544140.000000 Penalty: 5635.250977
	Iteration 24Q: 3 clusters Score -6544140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84852 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -6544145.000000 Penalty: 5635.250977
	Iteration 25Q: 3 clusters Score -6544145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84853 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6544144.500000 Penalty: 5635.250977
	Iteration 26Q: 3 clusters Score -6544144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84858 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -6544141.500000 Penalty: 5635.250977
	Iteration 27Q: 3 clusters Score -6544142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84860 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -6544144.000000 Penalty: 5635.250977
	Iteration 28Q: 3 clusters Score -6544144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84864 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6544148.000000 Penalty: 5635.250977
	Iteration 29Q: 3 clusters Score -6544148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84867 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -6544147.000000 Penalty: 5635.250977
	Iteration 30Q: 3 clusters Score -6544147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84868 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -6544146.500000 Penalty: 5635.250977
	Iteration 31Q: 3 clusters Score -6544146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84871 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6544148.500000 Penalty: 5635.250977
	Iteration 32Q: 3 clusters Score -6544148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84874 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -6544149.500000 Penalty: 5635.250977
	Iteration 33Q: 3 clusters Score -6544150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84877 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6544150.000000 Penalty: 5635.250977
	Iteration 34Q: 3 clusters Score -6544150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84879 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6544156.000000 Penalty: 5635.250977
	Iteration 35Q: 3 clusters Score -6544156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84880 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6544162.000000 Penalty: 5635.250977
	Iteration 36Q: 3 clusters Score -6544162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84881 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6544164.000000 Penalty: 5635.250977
	Iteration 37Q: 3 clusters Score -6544164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84881 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6544164.000000 Penalty: 5635.250977
	Iteration 38F: 3 clusters Score -6544164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (236327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236327 members 
Entering Unmasked Estep 
Score: -18141682.000000 Penalty: 3068.496826
	Iteration 0F: 2 clusters Score -1.814168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118418 members 
Mstep: Class 2 contains 117909 members 
Entering Unmasked Estep 
Score: -17982882.000000 Penalty: 6136.993652
	Iteration 0F: 3 clusters Score -1.798288e+07 nChanged 114019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122057 members 
Mstep: Class 2 contains 114270 members 
Entering Unmasked Estep 
Score: -18049462.000000 Penalty: 6136.993652
	Iteration 1F: 3 clusters Score -1.804946e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124733 members 
Mstep: Class 2 contains 111594 members 
Entering Unmasked Estep 
Score: -18050754.000000 Penalty: 6136.993652
	Iteration 2Q: 3 clusters Score -1.805075e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129020 members 
Mstep: Class 2 contains 107307 members 
Entering Unmasked Estep 
Score: -18052234.000000 Penalty: 6136.993652
	Iteration 3Q: 3 clusters Score -1.805223e+07 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135758 members 
Mstep: Class 2 contains 100569 members 
Entering Unmasked Estep 
Score: -18054932.000000 Penalty: 6136.993652
	Iteration 4Q: 3 clusters Score -1.805493e+07 nChanged 10772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145886 members 
Mstep: Class 2 contains 90441 members 
Entering Unmasked Estep 
Score: -18059762.000000 Penalty: 6136.993652
	Iteration 5Q: 3 clusters Score -1.805976e+07 nChanged 14983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160587 members 
Mstep: Class 2 contains 75740 members 
Entering Unmasked Estep 
Score: -18068926.000000 Penalty: 6136.993652
	Iteration 6F: 3 clusters Score -1.806893e+07 nChanged 19687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180202 members 
Mstep: Class 2 contains 56125 members 
Entering Unmasked Estep 
Score: -18084364.000000 Penalty: 6136.993652
	Iteration 7F: 3 clusters Score -1.808436e+07 nChanged 21885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202073 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -18105008.000000 Penalty: 6136.993652
	Iteration 8F: 3 clusters Score -1.810501e+07 nChanged 18391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220464 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -18123628.000000 Penalty: 6136.993652
	Iteration 9F: 3 clusters Score -1.812363e+07 nChanged 10346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230806 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -18133894.000000 Penalty: 6136.993652
	Iteration 10Q: 3 clusters Score -1.813389e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234645 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -18137384.000000 Penalty: 6136.993652
	Iteration 11Q: 3 clusters Score -1.813738e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235671 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -18138434.000000 Penalty: 6136.993652
	Iteration 12Q: 3 clusters Score -1.813843e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235912 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -18138736.000000 Penalty: 6136.993652
	Iteration 13Q: 3 clusters Score -1.813874e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235968 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -18138882.000000 Penalty: 6136.993652
	Iteration 14Q: 3 clusters Score -1.813888e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235980 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -18138972.000000 Penalty: 6136.993652
	Iteration 15Q: 3 clusters Score -1.813897e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235981 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -18139040.000000 Penalty: 6136.993652
	Iteration 16Q: 3 clusters Score -1.813904e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235977 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -18139096.000000 Penalty: 6136.993652
	Iteration 17Q: 3 clusters Score -1.81391e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235956 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -18139158.000000 Penalty: 6136.993652
	Iteration 18Q: 3 clusters Score -1.813916e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235946 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -18139174.000000 Penalty: 6136.993652
	Iteration 19Q: 3 clusters Score -1.813917e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235928 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -18139228.000000 Penalty: 6136.993652
	Iteration 20F: 3 clusters Score -1.813923e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235914 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -18139236.000000 Penalty: 6136.993652
	Iteration 21Q: 3 clusters Score -1.813924e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235912 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -18139276.000000 Penalty: 6136.993652
	Iteration 22Q: 3 clusters Score -1.813928e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235904 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -18139316.000000 Penalty: 6136.993652
	Iteration 23Q: 3 clusters Score -1.813932e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235898 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -18139324.000000 Penalty: 6136.993652
	Iteration 24Q: 3 clusters Score -1.813932e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235883 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -18139340.000000 Penalty: 6136.993652
	Iteration 25Q: 3 clusters Score -1.813934e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235873 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -18139344.000000 Penalty: 6136.993652
	Iteration 26Q: 3 clusters Score -1.813934e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235866 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -18139382.000000 Penalty: 6136.993652
	Iteration 27Q: 3 clusters Score -1.813938e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235856 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -18139408.000000 Penalty: 6136.993652
	Iteration 28Q: 3 clusters Score -1.813941e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235845 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -18139456.000000 Penalty: 6136.993652
	Iteration 29Q: 3 clusters Score -1.813946e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235822 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -18139480.000000 Penalty: 6136.993652
	Iteration 30Q: 3 clusters Score -1.813948e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235799 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -18139508.000000 Penalty: 6136.993652
	Iteration 31Q: 3 clusters Score -1.813951e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235787 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -18139532.000000 Penalty: 6136.993652
	Iteration 32Q: 3 clusters Score -1.813953e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235771 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -18139554.000000 Penalty: 6136.993652
	Iteration 33Q: 3 clusters Score -1.813955e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235747 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -18139582.000000 Penalty: 6136.993652
	Iteration 34Q: 3 clusters Score -1.813958e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235732 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -18139614.000000 Penalty: 6136.993652
	Iteration 35Q: 3 clusters Score -1.813961e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235711 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -18139618.000000 Penalty: 6136.993652
	Iteration 36Q: 3 clusters Score -1.813962e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235685 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -18139630.000000 Penalty: 6136.993652
	Iteration 37Q: 3 clusters Score -1.813963e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235669 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -18139654.000000 Penalty: 6136.993652
	Iteration 38Q: 3 clusters Score -1.813965e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235652 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -18139668.000000 Penalty: 6136.993652
	Iteration 39Q: 3 clusters Score -1.813967e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235636 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -18139694.000000 Penalty: 6136.993652
	Iteration 40F: 3 clusters Score -1.813969e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235592 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -18139714.000000 Penalty: 6136.993652
	Iteration 41Q: 3 clusters Score -1.813971e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235552 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -18139764.000000 Penalty: 6136.993652
	Iteration 42Q: 3 clusters Score -1.813976e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235501 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -18139798.000000 Penalty: 6136.993652
	Iteration 43Q: 3 clusters Score -1.81398e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235438 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -18139860.000000 Penalty: 6136.993652
	Iteration 44Q: 3 clusters Score -1.813986e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235356 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -18139958.000000 Penalty: 6136.993652
	Iteration 45Q: 3 clusters Score -1.813996e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235259 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -18140022.000000 Penalty: 6136.993652
	Iteration 46Q: 3 clusters Score -1.814002e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235183 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -18140080.000000 Penalty: 6136.993652
	Iteration 47Q: 3 clusters Score -1.814008e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235119 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -18140126.000000 Penalty: 6136.993652
	Iteration 48Q: 3 clusters Score -1.814013e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235053 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -18140198.000000 Penalty: 6136.993652
	Iteration 49Q: 3 clusters Score -1.81402e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235000 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -18140230.000000 Penalty: 6136.993652
	Iteration 50Q: 3 clusters Score -1.814023e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234959 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -18140238.000000 Penalty: 6136.993652
	Iteration 51Q: 3 clusters Score -1.814024e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234915 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -18140270.000000 Penalty: 6136.993652
	Iteration 52Q: 3 clusters Score -1.814027e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234886 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -18140276.000000 Penalty: 6136.993652
	Iteration 53Q: 3 clusters Score -1.814028e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234854 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -18140282.000000 Penalty: 6136.993652
	Iteration 54Q: 3 clusters Score -1.814028e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234837 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -18140276.000000 Penalty: 6136.993652
	Iteration 55Q: 3 clusters Score -1.814028e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234820 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -18140282.000000 Penalty: 6136.993652
	Iteration 56Q: 3 clusters Score -1.814028e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234811 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -18140266.000000 Penalty: 6136.993652
	Iteration 57Q: 3 clusters Score -1.814027e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234800 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -18140286.000000 Penalty: 6136.993652
	Iteration 58Q: 3 clusters Score -1.814029e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234791 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -18140292.000000 Penalty: 6136.993652
	Iteration 59Q: 3 clusters Score -1.814029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234784 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -18140356.000000 Penalty: 6136.993652
	Iteration 60F: 3 clusters Score -1.814036e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234728 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -18140366.000000 Penalty: 6136.993652
	Iteration 61Q: 3 clusters Score -1.814037e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234675 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -18140388.000000 Penalty: 6136.993652
	Iteration 62Q: 3 clusters Score -1.814039e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234630 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -18140408.000000 Penalty: 6136.993652
	Iteration 63Q: 3 clusters Score -1.814041e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234598 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -18140394.000000 Penalty: 6136.993652
	Iteration 64Q: 3 clusters Score -1.814039e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234569 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -18140398.000000 Penalty: 6136.993652
	Iteration 65Q: 3 clusters Score -1.81404e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234546 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -18140416.000000 Penalty: 6136.993652
	Iteration 66Q: 3 clusters Score -1.814042e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234527 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -18140420.000000 Penalty: 6136.993652
	Iteration 67Q: 3 clusters Score -1.814042e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234508 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -18140428.000000 Penalty: 6136.993652
	Iteration 68Q: 3 clusters Score -1.814043e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234493 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -18140420.000000 Penalty: 6136.993652
	Iteration 69Q: 3 clusters Score -1.814042e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234474 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -18140442.000000 Penalty: 6136.993652
	Iteration 70Q: 3 clusters Score -1.814044e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234458 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -18140456.000000 Penalty: 6136.993652
	Iteration 71Q: 3 clusters Score -1.814046e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234440 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -18140456.000000 Penalty: 6136.993652
	Iteration 72Q: 3 clusters Score -1.814046e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234423 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -18140464.000000 Penalty: 6136.993652
	Iteration 73Q: 3 clusters Score -1.814046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234417 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -18140466.000000 Penalty: 6136.993652
	Iteration 74Q: 3 clusters Score -1.814047e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234405 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -18140454.000000 Penalty: 6136.993652
	Iteration 75Q: 3 clusters Score -1.814045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234398 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -18140464.000000 Penalty: 6136.993652
	Iteration 76Q: 3 clusters Score -1.814046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234387 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -18140472.000000 Penalty: 6136.993652
	Iteration 77Q: 3 clusters Score -1.814047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234379 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -18140476.000000 Penalty: 6136.993652
	Iteration 78Q: 3 clusters Score -1.814048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234374 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -18140466.000000 Penalty: 6136.993652
	Iteration 79Q: 3 clusters Score -1.814047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234364 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -18140454.000000 Penalty: 6136.993652
	Iteration 80F: 3 clusters Score -1.814045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234356 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -18140460.000000 Penalty: 6136.993652
	Iteration 81Q: 3 clusters Score -1.814046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234348 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -18140480.000000 Penalty: 6136.993652
	Iteration 82Q: 3 clusters Score -1.814048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234340 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -18140478.000000 Penalty: 6136.993652
	Iteration 83Q: 3 clusters Score -1.814048e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234331 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -18140466.000000 Penalty: 6136.993652
	Iteration 84Q: 3 clusters Score -1.814047e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234320 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -18140480.000000 Penalty: 6136.993652
	Iteration 85Q: 3 clusters Score -1.814048e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234308 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -18140484.000000 Penalty: 6136.993652
	Iteration 86Q: 3 clusters Score -1.814048e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234287 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -18140482.000000 Penalty: 6136.993652
	Iteration 87Q: 3 clusters Score -1.814048e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234273 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -18140498.000000 Penalty: 6136.993652
	Iteration 88Q: 3 clusters Score -1.81405e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234260 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -18140514.000000 Penalty: 6136.993652
	Iteration 89Q: 3 clusters Score -1.814051e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234250 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -18140504.000000 Penalty: 6136.993652
	Iteration 90Q: 3 clusters Score -1.81405e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234235 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -18140502.000000 Penalty: 6136.993652
	Iteration 91Q: 3 clusters Score -1.81405e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234221 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -18140522.000000 Penalty: 6136.993652
	Iteration 92Q: 3 clusters Score -1.814052e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234203 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -18140498.000000 Penalty: 6136.993652
	Iteration 93Q: 3 clusters Score -1.81405e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234189 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -18140514.000000 Penalty: 6136.993652
	Iteration 94Q: 3 clusters Score -1.814051e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234181 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -18140526.000000 Penalty: 6136.993652
	Iteration 95Q: 3 clusters Score -1.814053e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234172 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -18140532.000000 Penalty: 6136.993652
	Iteration 96Q: 3 clusters Score -1.814053e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234163 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -18140538.000000 Penalty: 6136.993652
	Iteration 97Q: 3 clusters Score -1.814054e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234152 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -18140534.000000 Penalty: 6136.993652
	Iteration 98Q: 3 clusters Score -1.814053e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234142 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -18140546.000000 Penalty: 6136.993652
	Iteration 99Q: 3 clusters Score -1.814055e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234134 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -18140542.000000 Penalty: 6136.993652
	Iteration 100F: 3 clusters Score -1.814054e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234115 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -18140544.000000 Penalty: 6136.993652
	Iteration 101Q: 3 clusters Score -1.814054e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234093 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -18140568.000000 Penalty: 6136.993652
	Iteration 102Q: 3 clusters Score -1.814057e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234089 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -18140554.000000 Penalty: 6136.993652
	Iteration 103Q: 3 clusters Score -1.814055e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234079 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -18140552.000000 Penalty: 6136.993652
	Iteration 104Q: 3 clusters Score -1.814055e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234064 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -18140560.000000 Penalty: 6136.993652
	Iteration 105Q: 3 clusters Score -1.814056e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234054 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -18140562.000000 Penalty: 6136.993652
	Iteration 106Q: 3 clusters Score -1.814056e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234047 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -18140546.000000 Penalty: 6136.993652
	Iteration 107Q: 3 clusters Score -1.814055e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234034 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -18140560.000000 Penalty: 6136.993652
	Iteration 108Q: 3 clusters Score -1.814056e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234019 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -18140560.000000 Penalty: 6136.993652
	Iteration 109Q: 3 clusters Score -1.814056e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234009 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -18140566.000000 Penalty: 6136.993652
	Iteration 110Q: 3 clusters Score -1.814057e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233999 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -18140574.000000 Penalty: 6136.993652
	Iteration 111Q: 3 clusters Score -1.814057e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233985 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -18140560.000000 Penalty: 6136.993652
	Iteration 112Q: 3 clusters Score -1.814056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233982 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -18140548.000000 Penalty: 6136.993652
	Iteration 113Q: 3 clusters Score -1.814055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233979 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -18140546.000000 Penalty: 6136.993652
	Iteration 114Q: 3 clusters Score -1.814055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233977 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -18140554.000000 Penalty: 6136.993652
	Iteration 115Q: 3 clusters Score -1.814055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233974 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -18140546.000000 Penalty: 6136.993652
	Iteration 116Q: 3 clusters Score -1.814055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233975 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -18140562.000000 Penalty: 6136.993652
	Iteration 117Q: 3 clusters Score -1.814056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233968 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -18140552.000000 Penalty: 6136.993652
	Iteration 118Q: 3 clusters Score -1.814055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233963 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -18140572.000000 Penalty: 6136.993652
	Iteration 119Q: 3 clusters Score -1.814057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233959 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -18140576.000000 Penalty: 6136.993652
	Iteration 120F: 3 clusters Score -1.814058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233953 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -18140576.000000 Penalty: 6136.993652
	Iteration 121Q: 3 clusters Score -1.814058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233952 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -18140582.000000 Penalty: 6136.993652
	Iteration 122Q: 3 clusters Score -1.814058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233949 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -18140584.000000 Penalty: 6136.993652
	Iteration 123Q: 3 clusters Score -1.814058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233947 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -18140588.000000 Penalty: 6136.993652
	Iteration 124Q: 3 clusters Score -1.814059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233944 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -18140570.000000 Penalty: 6136.993652
	Iteration 125Q: 3 clusters Score -1.814057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233942 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -18140560.000000 Penalty: 6136.993652
	Iteration 126Q: 3 clusters Score -1.814056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233941 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -18140562.000000 Penalty: 6136.993652
	Iteration 127Q: 3 clusters Score -1.814056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233939 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -18140568.000000 Penalty: 6136.993652
	Iteration 128Q: 3 clusters Score -1.814057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233935 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -18140572.000000 Penalty: 6136.993652
	Iteration 129Q: 3 clusters Score -1.814057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233930 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -18140572.000000 Penalty: 6136.993652
	Iteration 130Q: 3 clusters Score -1.814057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233925 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -18140568.000000 Penalty: 6136.993652
	Iteration 131Q: 3 clusters Score -1.814057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233918 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -18140570.000000 Penalty: 6136.993652
	Iteration 132Q: 3 clusters Score -1.814057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233915 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -18140574.000000 Penalty: 6136.993652
	Iteration 133Q: 3 clusters Score -1.814057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233912 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -18140574.000000 Penalty: 6136.993652
	Iteration 134Q: 3 clusters Score -1.814057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233911 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -18140570.000000 Penalty: 6136.993652
	Iteration 135Q: 3 clusters Score -1.814057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233912 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -18140566.000000 Penalty: 6136.993652
	Iteration 136Q: 3 clusters Score -1.814057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233912 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -18140566.000000 Penalty: 6136.993652
	Iteration 137F: 3 clusters Score -1.814057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Entering Unmasked Estep 
Score: -232218.437500 Penalty: 2056.800293
	Iteration 0F: 2 clusters Score -232218.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -228393.328125 Penalty: 4113.600586
	Iteration 0F: 3 clusters Score -228393.3 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -229497.531250 Penalty: 4113.600586
	Iteration 1F: 3 clusters Score -229497.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -229950.406250 Penalty: 4113.600586
	Iteration 2F: 3 clusters Score -229950.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -230286.468750 Penalty: 4113.600586
	Iteration 3F: 3 clusters Score -230286.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -230510.921875 Penalty: 4113.600586
	Iteration 4F: 3 clusters Score -230510.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -230673.953125 Penalty: 4113.600586
	Iteration 5F: 3 clusters Score -230674 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -230807.703125 Penalty: 4113.600586
	Iteration 6Q: 3 clusters Score -230807.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -230927.359375 Penalty: 4113.600586
	Iteration 7Q: 3 clusters Score -230927.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -231040.890625 Penalty: 4113.600586
	Iteration 8Q: 3 clusters Score -231040.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -231114.640625 Penalty: 4113.600586
	Iteration 9Q: 3 clusters Score -231114.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -231179.375000 Penalty: 4113.600586
	Iteration 10Q: 3 clusters Score -231179.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -231237.109375 Penalty: 4113.600586
	Iteration 11Q: 3 clusters Score -231237.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -231281.437500 Penalty: 4113.600586
	Iteration 12Q: 3 clusters Score -231281.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -231319.265625 Penalty: 4113.600586
	Iteration 13Q: 3 clusters Score -231319.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -231345.390625 Penalty: 4113.600586
	Iteration 14Q: 3 clusters Score -231345.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -231368.437500 Penalty: 4113.600586
	Iteration 15Q: 3 clusters Score -231368.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -231389.578125 Penalty: 4113.600586
	Iteration 16Q: 3 clusters Score -231389.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -231408.890625 Penalty: 4113.600586
	Iteration 17Q: 3 clusters Score -231408.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -231421.515625 Penalty: 4113.600586
	Iteration 18Q: 3 clusters Score -231421.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -231427.000000 Penalty: 4113.600586
	Iteration 19Q: 3 clusters Score -231427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -231434.703125 Penalty: 4113.600586
	Iteration 20F: 3 clusters Score -231434.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -231443.718750 Penalty: 4113.600586
	Iteration 21Q: 3 clusters Score -231443.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -231451.359375 Penalty: 4113.600586
	Iteration 22Q: 3 clusters Score -231451.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -231456.484375 Penalty: 4113.600586
	Iteration 23Q: 3 clusters Score -231456.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -231459.859375 Penalty: 4113.600586
	Iteration 24Q: 3 clusters Score -231459.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -231462.031250 Penalty: 4113.600586
	Iteration 25Q: 3 clusters Score -231462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -231464.390625 Penalty: 4113.600586
	Iteration 26Q: 3 clusters Score -231464.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -231466.000000 Penalty: 4113.600586
	Iteration 27Q: 3 clusters Score -231466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -231467.125000 Penalty: 4113.600586
	Iteration 28Q: 3 clusters Score -231467.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -231468.593750 Penalty: 4113.600586
	Iteration 29Q: 3 clusters Score -231468.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -231470.578125 Penalty: 4113.600586
	Iteration 30Q: 3 clusters Score -231470.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -231472.843750 Penalty: 4113.600586
	Iteration 31Q: 3 clusters Score -231472.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -231478.109375 Penalty: 4113.600586
	Iteration 32Q: 3 clusters Score -231478.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -231480.484375 Penalty: 4113.600586
	Iteration 33Q: 3 clusters Score -231480.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -231483.968750 Penalty: 4113.600586
	Iteration 34Q: 3 clusters Score -231484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -231487.656250 Penalty: 4113.600586
	Iteration 35Q: 3 clusters Score -231487.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -231489.328125 Penalty: 4113.600586
	Iteration 36Q: 3 clusters Score -231489.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -231490.562500 Penalty: 4113.600586
	Iteration 37Q: 3 clusters Score -231490.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -231491.218750 Penalty: 4113.600586
	Iteration 38Q: 3 clusters Score -231491.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -231492.906250 Penalty: 4113.600586
	Iteration 39Q: 3 clusters Score -231492.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -231493.906250 Penalty: 4113.600586
	Iteration 40F: 3 clusters Score -231493.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -231494.859375 Penalty: 4113.600586
	Iteration 41Q: 3 clusters Score -231494.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -231497.546875 Penalty: 4113.600586
	Iteration 42Q: 3 clusters Score -231497.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -231499.796875 Penalty: 4113.600586
	Iteration 43Q: 3 clusters Score -231499.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -231502.421875 Penalty: 4113.600586
	Iteration 44Q: 3 clusters Score -231502.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -231504.984375 Penalty: 4113.600586
	Iteration 45Q: 3 clusters Score -231505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -231505.828125 Penalty: 4113.600586
	Iteration 46Q: 3 clusters Score -231505.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -231505.828125 Penalty: 4113.600586
	Iteration 47F: 3 clusters Score -231505.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Entering Unmasked Estep 
Score: -182012.859375 Penalty: 1945.857422
	Iteration 0F: 2 clusters Score -182012.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -179050.218750 Penalty: 3891.714844
	Iteration 0F: 3 clusters Score -179050.2 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -179689.281250 Penalty: 3891.714844
	Iteration 1F: 3 clusters Score -179689.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -179880.375000 Penalty: 3891.714844
	Iteration 2F: 3 clusters Score -179880.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -180011.609375 Penalty: 3891.714844
	Iteration 3Q: 3 clusters Score -180011.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -180114.890625 Penalty: 3891.714844
	Iteration 4Q: 3 clusters Score -180114.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -180217.265625 Penalty: 3891.714844
	Iteration 5Q: 3 clusters Score -180217.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -180303.187500 Penalty: 3891.714844
	Iteration 6Q: 3 clusters Score -180303.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -180355.500000 Penalty: 3891.714844
	Iteration 7Q: 3 clusters Score -180355.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -180395.796875 Penalty: 3891.714844
	Iteration 8Q: 3 clusters Score -180395.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -180440.359375 Penalty: 3891.714844
	Iteration 9Q: 3 clusters Score -180440.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -180473.812500 Penalty: 3891.714844
	Iteration 10Q: 3 clusters Score -180473.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -180503.187500 Penalty: 3891.714844
	Iteration 11Q: 3 clusters Score -180503.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -180527.859375 Penalty: 3891.714844
	Iteration 12Q: 3 clusters Score -180527.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -180550.875000 Penalty: 3891.714844
	Iteration 13Q: 3 clusters Score -180550.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -180573.937500 Penalty: 3891.714844
	Iteration 14Q: 3 clusters Score -180573.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -180592.062500 Penalty: 3891.714844
	Iteration 15Q: 3 clusters Score -180592.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -180600.125000 Penalty: 3891.714844
	Iteration 16Q: 3 clusters Score -180600.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -180607.796875 Penalty: 3891.714844
	Iteration 17Q: 3 clusters Score -180607.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -180614.406250 Penalty: 3891.714844
	Iteration 18Q: 3 clusters Score -180614.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -180617.171875 Penalty: 3891.714844
	Iteration 19Q: 3 clusters Score -180617.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -180620.484375 Penalty: 3891.714844
	Iteration 20F: 3 clusters Score -180620.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -180622.562500 Penalty: 3891.714844
	Iteration 21Q: 3 clusters Score -180622.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -180628.531250 Penalty: 3891.714844
	Iteration 22Q: 3 clusters Score -180628.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -180635.109375 Penalty: 3891.714844
	Iteration 23Q: 3 clusters Score -180635.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -180642.531250 Penalty: 3891.714844
	Iteration 24Q: 3 clusters Score -180642.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -180646.937500 Penalty: 3891.714844
	Iteration 25Q: 3 clusters Score -180646.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -180651.546875 Penalty: 3891.714844
	Iteration 26Q: 3 clusters Score -180651.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -180656.843750 Penalty: 3891.714844
	Iteration 27Q: 3 clusters Score -180656.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -180663.515625 Penalty: 3891.714844
	Iteration 28Q: 3 clusters Score -180663.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -180666.156250 Penalty: 3891.714844
	Iteration 29Q: 3 clusters Score -180666.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -180666.156250 Penalty: 3891.714844
	Iteration 30F: 3 clusters Score -180666.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Entering Unmasked Estep 
Score: -373609.531250 Penalty: 2126.246094
	Iteration 0F: 2 clusters Score -373609.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -368919.312500 Penalty: 4252.492188
	Iteration 0F: 3 clusters Score -368919.3 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -370138.281250 Penalty: 4252.492188
	Iteration 1F: 3 clusters Score -370138.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -370406.625000 Penalty: 4252.492188
	Iteration 2F: 3 clusters Score -370406.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -370578.781250 Penalty: 4252.492188
	Iteration 3F: 3 clusters Score -370578.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -370697.187500 Penalty: 4252.492188
	Iteration 4Q: 3 clusters Score -370697.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -370801.375000 Penalty: 4252.492188
	Iteration 5Q: 3 clusters Score -370801.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -370902.093750 Penalty: 4252.492188
	Iteration 6Q: 3 clusters Score -370902.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -371016.000000 Penalty: 4252.492188
	Iteration 7Q: 3 clusters Score -371016 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -371131.687500 Penalty: 4252.492188
	Iteration 8Q: 3 clusters Score -371131.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -371257.281250 Penalty: 4252.492188
	Iteration 9Q: 3 clusters Score -371257.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -371387.250000 Penalty: 4252.492188
	Iteration 10Q: 3 clusters Score -371387.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -371535.500000 Penalty: 4252.492188
	Iteration 11Q: 3 clusters Score -371535.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -371689.125000 Penalty: 4252.492188
	Iteration 12Q: 3 clusters Score -371689.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -371817.906250 Penalty: 4252.492188
	Iteration 13Q: 3 clusters Score -371817.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -371933.437500 Penalty: 4252.492188
	Iteration 14Q: 3 clusters Score -371933.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -372036.812500 Penalty: 4252.492188
	Iteration 15Q: 3 clusters Score -372036.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -372128.781250 Penalty: 4252.492188
	Iteration 16Q: 3 clusters Score -372128.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -372201.687500 Penalty: 4252.492188
	Iteration 17Q: 3 clusters Score -372201.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -372256.093750 Penalty: 4252.492188
	Iteration 18Q: 3 clusters Score -372256.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -372306.843750 Penalty: 4252.492188
	Iteration 19Q: 3 clusters Score -372306.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -372363.062500 Penalty: 4252.492188
	Iteration 20F: 3 clusters Score -372363.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -372429.687500 Penalty: 4252.492188
	Iteration 21Q: 3 clusters Score -372429.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -372482.812500 Penalty: 4252.492188
	Iteration 22Q: 3 clusters Score -372482.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -372525.593750 Penalty: 4252.492188
	Iteration 23Q: 3 clusters Score -372525.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -372549.781250 Penalty: 4252.492188
	Iteration 24Q: 3 clusters Score -372549.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -372563.031250 Penalty: 4252.492188
	Iteration 25Q: 3 clusters Score -372563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -372568.500000 Penalty: 4252.492188
	Iteration 26Q: 3 clusters Score -372568.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -372572.531250 Penalty: 4252.492188
	Iteration 27Q: 3 clusters Score -372572.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -372579.218750 Penalty: 4252.492188
	Iteration 28Q: 3 clusters Score -372579.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -372587.156250 Penalty: 4252.492188
	Iteration 29Q: 3 clusters Score -372587.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -372591.968750 Penalty: 4252.492188
	Iteration 30Q: 3 clusters Score -372592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -372599.406250 Penalty: 4252.492188
	Iteration 31Q: 3 clusters Score -372599.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -372605.812500 Penalty: 4252.492188
	Iteration 32Q: 3 clusters Score -372605.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -372617.031250 Penalty: 4252.492188
	Iteration 33Q: 3 clusters Score -372617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -372635.062500 Penalty: 4252.492188
	Iteration 34Q: 3 clusters Score -372635.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -372646.625000 Penalty: 4252.492188
	Iteration 35Q: 3 clusters Score -372646.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -372652.687500 Penalty: 4252.492188
	Iteration 36Q: 3 clusters Score -372652.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -372663.906250 Penalty: 4252.492188
	Iteration 37Q: 3 clusters Score -372663.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -372667.406250 Penalty: 4252.492188
	Iteration 38Q: 3 clusters Score -372667.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -372670.656250 Penalty: 4252.492188
	Iteration 39Q: 3 clusters Score -372670.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -372671.687500 Penalty: 4252.492188
	Iteration 40F: 3 clusters Score -372671.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -247414.437500 Penalty: 2058.961914
	Iteration 0F: 2 clusters Score -247414.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -243506.703125 Penalty: 4117.923828
	Iteration 0F: 3 clusters Score -243506.7 nChanged 1561
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: -244506.703125 Penalty: 4117.923828
	Iteration 1F: 3 clusters Score -244506.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -244768.531250 Penalty: 4117.923828
	Iteration 2F: 3 clusters Score -244768.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -244988.203125 Penalty: 4117.923828
	Iteration 3F: 3 clusters Score -244988.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -245186.000000 Penalty: 4117.923828
	Iteration 4F: 3 clusters Score -245186 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -245349.312500 Penalty: 4117.923828
	Iteration 5Q: 3 clusters Score -245349.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -245492.218750 Penalty: 4117.923828
	Iteration 6Q: 3 clusters Score -245492.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -245638.375000 Penalty: 4117.923828
	Iteration 7Q: 3 clusters Score -245638.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -245758.593750 Penalty: 4117.923828
	Iteration 8Q: 3 clusters Score -245758.6 nChanged 114
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: -245859.046875 Penalty: 4117.923828
	Iteration 9Q: 3 clusters Score -245859 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -245945.640625 Penalty: 4117.923828
	Iteration 10Q: 3 clusters Score -245945.6 nChanged 91
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: -246029.468750 Penalty: 4117.923828
	Iteration 11Q: 3 clusters Score -246029.5 nChanged 92
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: -246109.421875 Penalty: 4117.923828
	Iteration 12Q: 3 clusters Score -246109.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -246175.359375 Penalty: 4117.923828
	Iteration 13Q: 3 clusters Score -246175.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -246231.812500 Penalty: 4117.923828
	Iteration 14Q: 3 clusters Score -246231.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -246288.437500 Penalty: 4117.923828
	Iteration 15Q: 3 clusters Score -246288.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -246333.468750 Penalty: 4117.923828
	Iteration 16Q: 3 clusters Score -246333.5 nChanged 62
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: -246383.562500 Penalty: 4117.923828
	Iteration 17Q: 3 clusters Score -246383.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -246439.250000 Penalty: 4117.923828
	Iteration 18Q: 3 clusters Score -246439.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -246497.203125 Penalty: 4117.923828
	Iteration 19Q: 3 clusters Score -246497.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -246533.546875 Penalty: 4117.923828
	Iteration 20F: 3 clusters Score -246533.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -246555.312500 Penalty: 4117.923828
	Iteration 21Q: 3 clusters Score -246555.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -246565.906250 Penalty: 4117.923828
	Iteration 22Q: 3 clusters Score -246565.9 nChanged 17
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: -246576.562500 Penalty: 4117.923828
	Iteration 23Q: 3 clusters Score -246576.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -246585.421875 Penalty: 4117.923828
	Iteration 24Q: 3 clusters Score -246585.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -246596.218750 Penalty: 4117.923828
	Iteration 25Q: 3 clusters Score -246596.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -246611.468750 Penalty: 4117.923828
	Iteration 26Q: 3 clusters Score -246611.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -246637.484375 Penalty: 4117.923828
	Iteration 27Q: 3 clusters Score -246637.5 nChanged 30
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: -246677.328125 Penalty: 4117.923828
	Iteration 28Q: 3 clusters Score -246677.3 nChanged 32
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: -246724.109375 Penalty: 4117.923828
	Iteration 29Q: 3 clusters Score -246724.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -246774.046875 Penalty: 4117.923828
	Iteration 30Q: 3 clusters Score -246774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -246802.531250 Penalty: 4117.923828
	Iteration 31Q: 3 clusters Score -246802.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -246821.750000 Penalty: 4117.923828
	Iteration 32Q: 3 clusters Score -246821.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -246834.406250 Penalty: 4117.923828
	Iteration 33Q: 3 clusters Score -246834.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -246839.031250 Penalty: 4117.923828
	Iteration 34Q: 3 clusters Score -246839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -246841.187500 Penalty: 4117.923828
	Iteration 35Q: 3 clusters Score -246841.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -246843.703125 Penalty: 4117.923828
	Iteration 36Q: 3 clusters Score -246843.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -246845.000000 Penalty: 4117.923828
	Iteration 37Q: 3 clusters Score -246845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -246845.000000 Penalty: 4117.923828
	Iteration 38F: 3 clusters Score -246845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Entering Unmasked Estep 
Score: -2920505.500000 Penalty: 2609.266846
	Iteration 0F: 2 clusters Score -2920506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2895228.500000 Penalty: 5218.533691
	Iteration 0F: 3 clusters Score -2895228 nChanged 16853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2904667.250000 Penalty: 5218.533691
	Iteration 1F: 3 clusters Score -2904667 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -2905337.750000 Penalty: 5218.533691
	Iteration 2Q: 3 clusters Score -2905338 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2906167.250000 Penalty: 5218.533691
	Iteration 3F: 3 clusters Score -2906167 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2907308.750000 Penalty: 5218.533691
	Iteration 4F: 3 clusters Score -2907309 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -2908836.250000 Penalty: 5218.533691
	Iteration 5F: 3 clusters Score -2908836 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -2910596.500000 Penalty: 5218.533691
	Iteration 6F: 3 clusters Score -2910596 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -2912446.500000 Penalty: 5218.533691
	Iteration 7F: 3 clusters Score -2912446 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -2914149.750000 Penalty: 5218.533691
	Iteration 8F: 3 clusters Score -2914150 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -2915277.250000 Penalty: 5218.533691
	Iteration 9Q: 3 clusters Score -2915277 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -2915858.500000 Penalty: 5218.533691
	Iteration 10Q: 3 clusters Score -2915858 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -2916169.500000 Penalty: 5218.533691
	Iteration 11Q: 3 clusters Score -2916170 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -2916342.000000 Penalty: 5218.533691
	Iteration 12Q: 3 clusters Score -2916342 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -2916485.000000 Penalty: 5218.533691
	Iteration 13Q: 3 clusters Score -2916485 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -2916607.000000 Penalty: 5218.533691
	Iteration 14Q: 3 clusters Score -2916607 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -2916706.750000 Penalty: 5218.533691
	Iteration 15Q: 3 clusters Score -2916707 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -2916789.750000 Penalty: 5218.533691
	Iteration 16Q: 3 clusters Score -2916790 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -2916863.500000 Penalty: 5218.533691
	Iteration 17Q: 3 clusters Score -2916864 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -2916940.250000 Penalty: 5218.533691
	Iteration 18Q: 3 clusters Score -2916940 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -2917003.750000 Penalty: 5218.533691
	Iteration 19Q: 3 clusters Score -2917004 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -2917052.250000 Penalty: 5218.533691
	Iteration 20F: 3 clusters Score -2917052 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -2917108.500000 Penalty: 5218.533691
	Iteration 21Q: 3 clusters Score -2917108 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -2917158.500000 Penalty: 5218.533691
	Iteration 22Q: 3 clusters Score -2917158 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -2917216.750000 Penalty: 5218.533691
	Iteration 23Q: 3 clusters Score -2917217 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -2917257.250000 Penalty: 5218.533691
	Iteration 24Q: 3 clusters Score -2917257 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -2917326.500000 Penalty: 5218.533691
	Iteration 25Q: 3 clusters Score -2917326 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -2917389.750000 Penalty: 5218.533691
	Iteration 26Q: 3 clusters Score -2917390 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -2917454.250000 Penalty: 5218.533691
	Iteration 27Q: 3 clusters Score -2917454 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -2917513.000000 Penalty: 5218.533691
	Iteration 28Q: 3 clusters Score -2917513 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -2917582.750000 Penalty: 5218.533691
	Iteration 29Q: 3 clusters Score -2917583 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -2917628.750000 Penalty: 5218.533691
	Iteration 30Q: 3 clusters Score -2917629 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -2917676.250000 Penalty: 5218.533691
	Iteration 31Q: 3 clusters Score -2917676 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -2917716.250000 Penalty: 5218.533691
	Iteration 32Q: 3 clusters Score -2917716 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -2917743.250000 Penalty: 5218.533691
	Iteration 33Q: 3 clusters Score -2917743 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -2917770.500000 Penalty: 5218.533691
	Iteration 34Q: 3 clusters Score -2917770 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -2917798.500000 Penalty: 5218.533691
	Iteration 35Q: 3 clusters Score -2917798 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -2917827.750000 Penalty: 5218.533691
	Iteration 36Q: 3 clusters Score -2917828 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -2917843.000000 Penalty: 5218.533691
	Iteration 37Q: 3 clusters Score -2917843 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -2917871.750000 Penalty: 5218.533691
	Iteration 38Q: 3 clusters Score -2917872 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -2917909.000000 Penalty: 5218.533691
	Iteration 39Q: 3 clusters Score -2917909 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -2917941.250000 Penalty: 5218.533691
	Iteration 40F: 3 clusters Score -2917941 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -2917973.750000 Penalty: 5218.533691
	Iteration 41Q: 3 clusters Score -2917974 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -2918009.750000 Penalty: 5218.533691
	Iteration 42Q: 3 clusters Score -2918010 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -2918026.250000 Penalty: 5218.533691
	Iteration 43Q: 3 clusters Score -2918026 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -2918047.250000 Penalty: 5218.533691
	Iteration 44Q: 3 clusters Score -2918047 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -2918073.500000 Penalty: 5218.533691
	Iteration 45Q: 3 clusters Score -2918074 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -2918097.750000 Penalty: 5218.533691
	Iteration 46Q: 3 clusters Score -2918098 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -2918122.750000 Penalty: 5218.533691
	Iteration 47Q: 3 clusters Score -2918123 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -2918127.750000 Penalty: 5218.533691
	Iteration 48Q: 3 clusters Score -2918128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -2918144.750000 Penalty: 5218.533691
	Iteration 49Q: 3 clusters Score -2918145 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -2918160.500000 Penalty: 5218.533691
	Iteration 50Q: 3 clusters Score -2918160 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -2918185.250000 Penalty: 5218.533691
	Iteration 51Q: 3 clusters Score -2918185 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -2918195.500000 Penalty: 5218.533691
	Iteration 52Q: 3 clusters Score -2918196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -2918204.500000 Penalty: 5218.533691
	Iteration 53Q: 3 clusters Score -2918204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -2918212.500000 Penalty: 5218.533691
	Iteration 54Q: 3 clusters Score -2918212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -2918230.500000 Penalty: 5218.533691
	Iteration 55Q: 3 clusters Score -2918230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -2918231.500000 Penalty: 5218.533691
	Iteration 56Q: 3 clusters Score -2918232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -2918235.750000 Penalty: 5218.533691
	Iteration 57Q: 3 clusters Score -2918236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -2918228.000000 Penalty: 5218.533691
	Iteration 58Q: 3 clusters Score -2918228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -2918230.750000 Penalty: 5218.533691
	Iteration 59Q: 3 clusters Score -2918231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -2918234.500000 Penalty: 5218.533691
	Iteration 60F: 3 clusters Score -2918234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -2918240.750000 Penalty: 5218.533691
	Iteration 61Q: 3 clusters Score -2918241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -2918244.500000 Penalty: 5218.533691
	Iteration 62Q: 3 clusters Score -2918244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -2918256.500000 Penalty: 5218.533691
	Iteration 63Q: 3 clusters Score -2918256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -2918258.250000 Penalty: 5218.533691
	Iteration 64Q: 3 clusters Score -2918258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -2918264.500000 Penalty: 5218.533691
	Iteration 65Q: 3 clusters Score -2918264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -2918262.750000 Penalty: 5218.533691
	Iteration 66Q: 3 clusters Score -2918263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -2918268.500000 Penalty: 5218.533691
	Iteration 67Q: 3 clusters Score -2918268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -2918268.750000 Penalty: 5218.533691
	Iteration 68Q: 3 clusters Score -2918269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -2918270.750000 Penalty: 5218.533691
	Iteration 69Q: 3 clusters Score -2918271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -2918276.250000 Penalty: 5218.533691
	Iteration 70Q: 3 clusters Score -2918276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -2918283.000000 Penalty: 5218.533691
	Iteration 71Q: 3 clusters Score -2918283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -2918288.750000 Penalty: 5218.533691
	Iteration 72Q: 3 clusters Score -2918289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -2918287.000000 Penalty: 5218.533691
	Iteration 73Q: 3 clusters Score -2918287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -2918293.250000 Penalty: 5218.533691
	Iteration 74Q: 3 clusters Score -2918293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -2918291.750000 Penalty: 5218.533691
	Iteration 75Q: 3 clusters Score -2918292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -2918293.000000 Penalty: 5218.533691
	Iteration 76Q: 3 clusters Score -2918293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -2918294.250000 Penalty: 5218.533691
	Iteration 77Q: 3 clusters Score -2918294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -2918291.500000 Penalty: 5218.533691
	Iteration 78Q: 3 clusters Score -2918292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -2918291.500000 Penalty: 5218.533691
	Iteration 79F: 3 clusters Score -2918292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (214650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214650 members 
Entering Unmasked Estep 
Score: -16165009.000000 Penalty: 3044.637451
	Iteration 0F: 2 clusters Score -1.616501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107432 members 
Mstep: Class 2 contains 107218 members 
Entering Unmasked Estep 
Score: -16021041.000000 Penalty: 6089.274902
	Iteration 0F: 3 clusters Score -1.602104e+07 nChanged 103495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107069 members 
Mstep: Class 2 contains 107581 members 
Entering Unmasked Estep 
Score: -16081334.000000 Penalty: 6089.274902
	Iteration 1F: 3 clusters Score -1.608133e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106812 members 
Mstep: Class 2 contains 107838 members 
Entering Unmasked Estep 
Score: -16082641.000000 Penalty: 6089.274902
	Iteration 2Q: 3 clusters Score -1.608264e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106374 members 
Mstep: Class 2 contains 108276 members 
Entering Unmasked Estep 
Score: -16084029.000000 Penalty: 6089.274902
	Iteration 3Q: 3 clusters Score -1.608403e+07 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105659 members 
Mstep: Class 2 contains 108991 members 
Entering Unmasked Estep 
Score: -16085843.000000 Penalty: 6089.274902
	Iteration 4Q: 3 clusters Score -1.608584e+07 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104538 members 
Mstep: Class 2 contains 110112 members 
Entering Unmasked Estep 
Score: -16088262.000000 Penalty: 6089.274902
	Iteration 5Q: 3 clusters Score -1.608826e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103136 members 
Mstep: Class 2 contains 111514 members 
Entering Unmasked Estep 
Score: -16091473.000000 Penalty: 6089.274902
	Iteration 6Q: 3 clusters Score -1.609147e+07 nChanged 9613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101595 members 
Mstep: Class 2 contains 113055 members 
Entering Unmasked Estep 
Score: -16095158.000000 Penalty: 6089.274902
	Iteration 7Q: 3 clusters Score -1.609516e+07 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100048 members 
Mstep: Class 2 contains 114602 members 
Entering Unmasked Estep 
Score: -16099131.000000 Penalty: 6089.274902
	Iteration 8Q: 3 clusters Score -1.609913e+07 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98546 members 
Mstep: Class 2 contains 116104 members 
Entering Unmasked Estep 
Score: -16102529.000000 Penalty: 6089.274902
	Iteration 9Q: 3 clusters Score -1.610253e+07 nChanged 9161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97441 members 
Mstep: Class 2 contains 117209 members 
Entering Unmasked Estep 
Score: -16105642.000000 Penalty: 6089.274902
	Iteration 10Q: 3 clusters Score -1.610564e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96664 members 
Mstep: Class 2 contains 117986 members 
Entering Unmasked Estep 
Score: -16107725.000000 Penalty: 6089.274902
	Iteration 11Q: 3 clusters Score -1.610772e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96236 members 
Mstep: Class 2 contains 118414 members 
Entering Unmasked Estep 
Score: -16109385.000000 Penalty: 6089.274902
	Iteration 12Q: 3 clusters Score -1.610938e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96062 members 
Mstep: Class 2 contains 118588 members 
Entering Unmasked Estep 
Score: -16110486.000000 Penalty: 6089.274902
	Iteration 13Q: 3 clusters Score -1.611049e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96159 members 
Mstep: Class 2 contains 118491 members 
Entering Unmasked Estep 
Score: -16111232.000000 Penalty: 6089.274902
	Iteration 14Q: 3 clusters Score -1.611123e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96451 members 
Mstep: Class 2 contains 118199 members 
Entering Unmasked Estep 
Score: -16111923.000000 Penalty: 6089.274902
	Iteration 15Q: 3 clusters Score -1.611192e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96962 members 
Mstep: Class 2 contains 117688 members 
Entering Unmasked Estep 
Score: -16112530.000000 Penalty: 6089.274902
	Iteration 16Q: 3 clusters Score -1.611253e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97751 members 
Mstep: Class 2 contains 116899 members 
Entering Unmasked Estep 
Score: -16112816.000000 Penalty: 6089.274902
	Iteration 17Q: 3 clusters Score -1.611282e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98809 members 
Mstep: Class 2 contains 115841 members 
Entering Unmasked Estep 
Score: -16113157.000000 Penalty: 6089.274902
	Iteration 18Q: 3 clusters Score -1.611316e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100142 members 
Mstep: Class 2 contains 114508 members 
Entering Unmasked Estep 
Score: -16113487.000000 Penalty: 6089.274902
	Iteration 19Q: 3 clusters Score -1.611349e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101709 members 
Mstep: Class 2 contains 112941 members 
Entering Unmasked Estep 
Score: -16113868.000000 Penalty: 6089.274902
	Iteration 20F: 3 clusters Score -1.611387e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103542 members 
Mstep: Class 2 contains 111108 members 
Entering Unmasked Estep 
Score: -16114215.000000 Penalty: 6089.274902
	Iteration 21Q: 3 clusters Score -1.611422e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105740 members 
Mstep: Class 2 contains 108910 members 
Entering Unmasked Estep 
Score: -16114836.000000 Penalty: 6089.274902
	Iteration 22Q: 3 clusters Score -1.611484e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108220 members 
Mstep: Class 2 contains 106430 members 
Entering Unmasked Estep 
Score: -16115370.000000 Penalty: 6089.274902
	Iteration 23Q: 3 clusters Score -1.611537e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110987 members 
Mstep: Class 2 contains 103663 members 
Entering Unmasked Estep 
Score: -16116036.000000 Penalty: 6089.274902
	Iteration 24Q: 3 clusters Score -1.611604e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114203 members 
Mstep: Class 2 contains 100447 members 
Entering Unmasked Estep 
Score: -16116938.000000 Penalty: 6089.274902
	Iteration 25Q: 3 clusters Score -1.611694e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117745 members 
Mstep: Class 2 contains 96905 members 
Entering Unmasked Estep 
Score: -16118080.000000 Penalty: 6089.274902
	Iteration 26Q: 3 clusters Score -1.611808e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121559 members 
Mstep: Class 2 contains 93091 members 
Entering Unmasked Estep 
Score: -16119357.000000 Penalty: 6089.274902
	Iteration 27Q: 3 clusters Score -1.611936e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125703 members 
Mstep: Class 2 contains 88947 members 
Entering Unmasked Estep 
Score: -16120782.000000 Penalty: 6089.274902
	Iteration 28Q: 3 clusters Score -1.612078e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129934 members 
Mstep: Class 2 contains 84716 members 
Entering Unmasked Estep 
Score: -16122377.000000 Penalty: 6089.274902
	Iteration 29Q: 3 clusters Score -1.612238e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134158 members 
Mstep: Class 2 contains 80492 members 
Entering Unmasked Estep 
Score: -16124153.000000 Penalty: 6089.274902
	Iteration 30Q: 3 clusters Score -1.612415e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138283 members 
Mstep: Class 2 contains 76367 members 
Entering Unmasked Estep 
Score: -16125946.000000 Penalty: 6089.274902
	Iteration 31Q: 3 clusters Score -1.612595e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142264 members 
Mstep: Class 2 contains 72386 members 
Entering Unmasked Estep 
Score: -16127513.000000 Penalty: 6089.274902
	Iteration 32Q: 3 clusters Score -1.612751e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146117 members 
Mstep: Class 2 contains 68533 members 
Entering Unmasked Estep 
Score: -16129085.000000 Penalty: 6089.274902
	Iteration 33Q: 3 clusters Score -1.612908e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149840 members 
Mstep: Class 2 contains 64810 members 
Entering Unmasked Estep 
Score: -16130529.000000 Penalty: 6089.274902
	Iteration 34Q: 3 clusters Score -1.613053e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153522 members 
Mstep: Class 2 contains 61128 members 
Entering Unmasked Estep 
Score: -16131639.000000 Penalty: 6089.274902
	Iteration 35Q: 3 clusters Score -1.613164e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157253 members 
Mstep: Class 2 contains 57397 members 
Entering Unmasked Estep 
Score: -16132809.000000 Penalty: 6089.274902
	Iteration 36Q: 3 clusters Score -1.613281e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161075 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -16133893.000000 Penalty: 6089.274902
	Iteration 37Q: 3 clusters Score -1.613389e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165092 members 
Mstep: Class 2 contains 49558 members 
Entering Unmasked Estep 
Score: -16135297.000000 Penalty: 6089.274902
	Iteration 38Q: 3 clusters Score -1.61353e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169304 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -16136870.000000 Penalty: 6089.274902
	Iteration 39Q: 3 clusters Score -1.613687e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173713 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -16138486.000000 Penalty: 6089.274902
	Iteration 40F: 3 clusters Score -1.613849e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178346 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -16140399.000000 Penalty: 6089.274902
	Iteration 41Q: 3 clusters Score -1.61404e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183087 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -16142661.000000 Penalty: 6089.274902
	Iteration 42Q: 3 clusters Score -1.614266e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188000 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -16145225.000000 Penalty: 6089.274902
	Iteration 43Q: 3 clusters Score -1.614522e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192956 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -16147999.000000 Penalty: 6089.274902
	Iteration 44Q: 3 clusters Score -1.6148e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197786 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -16150986.000000 Penalty: 6089.274902
	Iteration 45Q: 3 clusters Score -1.615099e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202187 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -16153973.000000 Penalty: 6089.274902
	Iteration 46Q: 3 clusters Score -1.615397e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206014 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -16156528.000000 Penalty: 6089.274902
	Iteration 47Q: 3 clusters Score -1.615653e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208971 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -16158562.000000 Penalty: 6089.274902
	Iteration 48Q: 3 clusters Score -1.615856e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211019 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -16160066.000000 Penalty: 6089.274902
	Iteration 49Q: 3 clusters Score -1.616007e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212315 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -16161013.000000 Penalty: 6089.274902
	Iteration 50Q: 3 clusters Score -1.616101e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213080 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -16161555.000000 Penalty: 6089.274902
	Iteration 51Q: 3 clusters Score -1.616156e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213480 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -16161848.000000 Penalty: 6089.274902
	Iteration 52Q: 3 clusters Score -1.616185e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213713 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -16161990.000000 Penalty: 6089.274902
	Iteration 53Q: 3 clusters Score -1.616199e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213844 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -16162103.000000 Penalty: 6089.274902
	Iteration 54Q: 3 clusters Score -1.61621e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213908 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -16162153.000000 Penalty: 6089.274902
	Iteration 55Q: 3 clusters Score -1.616215e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213963 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -16162219.000000 Penalty: 6089.274902
	Iteration 56Q: 3 clusters Score -1.616222e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213989 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -16162231.000000 Penalty: 6089.274902
	Iteration 57Q: 3 clusters Score -1.616223e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214011 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -16162258.000000 Penalty: 6089.274902
	Iteration 58Q: 3 clusters Score -1.616226e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214025 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -16162276.000000 Penalty: 6089.274902
	Iteration 59Q: 3 clusters Score -1.616228e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214035 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -16162273.000000 Penalty: 6089.274902
	Iteration 60F: 3 clusters Score -1.616227e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214045 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -16162288.000000 Penalty: 6089.274902
	Iteration 61Q: 3 clusters Score -1.616229e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214054 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -16162285.000000 Penalty: 6089.274902
	Iteration 62Q: 3 clusters Score -1.616228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214067 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -16162311.000000 Penalty: 6089.274902
	Iteration 63Q: 3 clusters Score -1.616231e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214078 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -16162339.000000 Penalty: 6089.274902
	Iteration 64Q: 3 clusters Score -1.616234e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214085 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -16162356.000000 Penalty: 6089.274902
	Iteration 65Q: 3 clusters Score -1.616236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214092 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -16162363.000000 Penalty: 6089.274902
	Iteration 66Q: 3 clusters Score -1.616236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214100 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -16162364.000000 Penalty: 6089.274902
	Iteration 67Q: 3 clusters Score -1.616236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214104 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -16162366.000000 Penalty: 6089.274902
	Iteration 68Q: 3 clusters Score -1.616237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214106 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -16162374.000000 Penalty: 6089.274902
	Iteration 69Q: 3 clusters Score -1.616237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214107 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -16162372.000000 Penalty: 6089.274902
	Iteration 70Q: 3 clusters Score -1.616237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214114 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -16162369.000000 Penalty: 6089.274902
	Iteration 71Q: 3 clusters Score -1.616237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214114 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -16162371.000000 Penalty: 6089.274902
	Iteration 72Q: 3 clusters Score -1.616237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214114 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -16162371.000000 Penalty: 6089.274902
	Iteration 73F: 3 clusters Score -1.616237e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Entering Unmasked Estep 
Score: -551413.687500 Penalty: 2203.623535
	Iteration 0F: 2 clusters Score -551413.7 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 3577 members 
Entering Unmasked Estep 
Score: -545460.812500 Penalty: 4407.247070
	Iteration 0F: 3 clusters Score -545460.8 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -547072.875000 Penalty: 4407.247070
	Iteration 1F: 3 clusters Score -547072.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -547296.937500 Penalty: 4407.247070
	Iteration 2F: 3 clusters Score -547296.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -547446.375000 Penalty: 4407.247070
	Iteration 3Q: 3 clusters Score -547446.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -547562.312500 Penalty: 4407.247070
	Iteration 4Q: 3 clusters Score -547562.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -547672.312500 Penalty: 4407.247070
	Iteration 5Q: 3 clusters Score -547672.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -547760.625000 Penalty: 4407.247070
	Iteration 6Q: 3 clusters Score -547760.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -547849.187500 Penalty: 4407.247070
	Iteration 7Q: 3 clusters Score -547849.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -547937.812500 Penalty: 4407.247070
	Iteration 8Q: 3 clusters Score -547937.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -548063.375000 Penalty: 4407.247070
	Iteration 9Q: 3 clusters Score -548063.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -548177.250000 Penalty: 4407.247070
	Iteration 10Q: 3 clusters Score -548177.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -548288.875000 Penalty: 4407.247070
	Iteration 11Q: 3 clusters Score -548288.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -548403.562500 Penalty: 4407.247070
	Iteration 12Q: 3 clusters Score -548403.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -548508.250000 Penalty: 4407.247070
	Iteration 13Q: 3 clusters Score -548508.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -548626.062500 Penalty: 4407.247070
	Iteration 14Q: 3 clusters Score -548626.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -548724.812500 Penalty: 4407.247070
	Iteration 15Q: 3 clusters Score -548724.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -548812.187500 Penalty: 4407.247070
	Iteration 16Q: 3 clusters Score -548812.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -548892.937500 Penalty: 4407.247070
	Iteration 17Q: 3 clusters Score -548892.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -548957.125000 Penalty: 4407.247070
	Iteration 18Q: 3 clusters Score -548957.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -549008.625000 Penalty: 4407.247070
	Iteration 19Q: 3 clusters Score -549008.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -549042.500000 Penalty: 4407.247070
	Iteration 20F: 3 clusters Score -549042.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -549070.437500 Penalty: 4407.247070
	Iteration 21Q: 3 clusters Score -549070.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -549096.687500 Penalty: 4407.247070
	Iteration 22Q: 3 clusters Score -549096.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -549131.375000 Penalty: 4407.247070
	Iteration 23Q: 3 clusters Score -549131.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -549158.937500 Penalty: 4407.247070
	Iteration 24Q: 3 clusters Score -549158.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -549185.250000 Penalty: 4407.247070
	Iteration 25Q: 3 clusters Score -549185.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -549207.500000 Penalty: 4407.247070
	Iteration 26Q: 3 clusters Score -549207.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -549229.437500 Penalty: 4407.247070
	Iteration 27Q: 3 clusters Score -549229.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -549246.562500 Penalty: 4407.247070
	Iteration 28Q: 3 clusters Score -549246.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -549269.625000 Penalty: 4407.247070
	Iteration 29Q: 3 clusters Score -549269.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -549288.687500 Penalty: 4407.247070
	Iteration 30Q: 3 clusters Score -549288.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -549313.125000 Penalty: 4407.247070
	Iteration 31Q: 3 clusters Score -549313.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -549337.062500 Penalty: 4407.247070
	Iteration 32Q: 3 clusters Score -549337.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -549357.562500 Penalty: 4407.247070
	Iteration 33Q: 3 clusters Score -549357.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -549378.437500 Penalty: 4407.247070
	Iteration 34Q: 3 clusters Score -549378.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -549389.937500 Penalty: 4407.247070
	Iteration 35Q: 3 clusters Score -549389.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -549403.000000 Penalty: 4407.247070
	Iteration 36Q: 3 clusters Score -549403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -549413.125000 Penalty: 4407.247070
	Iteration 37Q: 3 clusters Score -549413.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -549422.500000 Penalty: 4407.247070
	Iteration 38Q: 3 clusters Score -549422.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -549432.625000 Penalty: 4407.247070
	Iteration 39Q: 3 clusters Score -549432.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -549439.437500 Penalty: 4407.247070
	Iteration 40F: 3 clusters Score -549439.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -549448.062500 Penalty: 4407.247070
	Iteration 41Q: 3 clusters Score -549448.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -549451.062500 Penalty: 4407.247070
	Iteration 42Q: 3 clusters Score -549451.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -549458.062500 Penalty: 4407.247070
	Iteration 43Q: 3 clusters Score -549458.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -549470.500000 Penalty: 4407.247070
	Iteration 44Q: 3 clusters Score -549470.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -549478.187500 Penalty: 4407.247070
	Iteration 45Q: 3 clusters Score -549478.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -549488.000000 Penalty: 4407.247070
	Iteration 46Q: 3 clusters Score -549488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -549494.562500 Penalty: 4407.247070
	Iteration 47Q: 3 clusters Score -549494.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -549506.187500 Penalty: 4407.247070
	Iteration 48Q: 3 clusters Score -549506.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -549516.000000 Penalty: 4407.247070
	Iteration 49Q: 3 clusters Score -549516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -549528.562500 Penalty: 4407.247070
	Iteration 50Q: 3 clusters Score -549528.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -549543.312500 Penalty: 4407.247070
	Iteration 51Q: 3 clusters Score -549543.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -549547.125000 Penalty: 4407.247070
	Iteration 52Q: 3 clusters Score -549547.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -549549.875000 Penalty: 4407.247070
	Iteration 53Q: 3 clusters Score -549549.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -549550.625000 Penalty: 4407.247070
	Iteration 54Q: 3 clusters Score -549550.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -549550.625000 Penalty: 4407.247070
	Iteration 55F: 3 clusters Score -549550.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Entering Unmasked Estep 
Score: -967360.375000 Penalty: 2341.401367
	Iteration 0F: 2 clusters Score -967360.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -958015.562500 Penalty: 4682.802734
	Iteration 0F: 3 clusters Score -958015.6 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -960967.625000 Penalty: 4682.802734
	Iteration 1F: 3 clusters Score -960967.6 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -961386.500000 Penalty: 4682.802734
	Iteration 2F: 3 clusters Score -961386.5 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -961841.812500 Penalty: 4682.802734
	Iteration 3F: 3 clusters Score -961841.8 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -962321.875000 Penalty: 4682.802734
	Iteration 4F: 3 clusters Score -962321.9 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -962838.500000 Penalty: 4682.802734
	Iteration 5F: 3 clusters Score -962838.5 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -963400.375000 Penalty: 4682.802734
	Iteration 6F: 3 clusters Score -963400.4 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -963909.687500 Penalty: 4682.802734
	Iteration 7F: 3 clusters Score -963909.7 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -964369.250000 Penalty: 4682.802734
	Iteration 8Q: 3 clusters Score -964369.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -964758.812500 Penalty: 4682.802734
	Iteration 9Q: 3 clusters Score -964758.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -965064.312500 Penalty: 4682.802734
	Iteration 10Q: 3 clusters Score -965064.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -965274.937500 Penalty: 4682.802734
	Iteration 11Q: 3 clusters Score -965274.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -965417.125000 Penalty: 4682.802734
	Iteration 12Q: 3 clusters Score -965417.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -965545.312500 Penalty: 4682.802734
	Iteration 13Q: 3 clusters Score -965545.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -965664.812500 Penalty: 4682.802734
	Iteration 14Q: 3 clusters Score -965664.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -965787.250000 Penalty: 4682.802734
	Iteration 15Q: 3 clusters Score -965787.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -965912.375000 Penalty: 4682.802734
	Iteration 16Q: 3 clusters Score -965912.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -966014.375000 Penalty: 4682.802734
	Iteration 17Q: 3 clusters Score -966014.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -966086.250000 Penalty: 4682.802734
	Iteration 18Q: 3 clusters Score -966086.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -966134.687500 Penalty: 4682.802734
	Iteration 19Q: 3 clusters Score -966134.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -966165.500000 Penalty: 4682.802734
	Iteration 20F: 3 clusters Score -966165.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -966191.437500 Penalty: 4682.802734
	Iteration 21Q: 3 clusters Score -966191.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -966210.812500 Penalty: 4682.802734
	Iteration 22Q: 3 clusters Score -966210.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -966222.000000 Penalty: 4682.802734
	Iteration 23Q: 3 clusters Score -966222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -966236.312500 Penalty: 4682.802734
	Iteration 24Q: 3 clusters Score -966236.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -966241.500000 Penalty: 4682.802734
	Iteration 25Q: 3 clusters Score -966241.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -966248.312500 Penalty: 4682.802734
	Iteration 26Q: 3 clusters Score -966248.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -966255.750000 Penalty: 4682.802734
	Iteration 27Q: 3 clusters Score -966255.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -966256.250000 Penalty: 4682.802734
	Iteration 28Q: 3 clusters Score -966256.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -966259.812500 Penalty: 4682.802734
	Iteration 29Q: 3 clusters Score -966259.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -966258.687500 Penalty: 4682.802734
	Iteration 30Q: 3 clusters Score -966258.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -966259.812500 Penalty: 4682.802734
	Iteration 31Q: 3 clusters Score -966259.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -966260.437500 Penalty: 4682.802734
	Iteration 32Q: 3 clusters Score -966260.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -966260.437500 Penalty: 4682.802734
	Iteration 33F: 3 clusters Score -966260.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (58499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58499 members 
Entering Unmasked Estep 
Score: -4464866.000000 Penalty: 2722.237549
	Iteration 0F: 2 clusters Score -4464866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -4425638.500000 Penalty: 5444.475098
	Iteration 0F: 3 clusters Score -4425638 nChanged 27182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -4440678.000000 Penalty: 5444.475098
	Iteration 1F: 3 clusters Score -4440678 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -4441162.000000 Penalty: 5444.475098
	Iteration 2Q: 3 clusters Score -4441162 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -4441655.500000 Penalty: 5444.475098
	Iteration 3Q: 3 clusters Score -4441656 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -4442189.000000 Penalty: 5444.475098
	Iteration 4Q: 3 clusters Score -4442189 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -4442741.500000 Penalty: 5444.475098
	Iteration 5Q: 3 clusters Score -4442742 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -4443362.500000 Penalty: 5444.475098
	Iteration 6Q: 3 clusters Score -4443362 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -4444146.000000 Penalty: 5444.475098
	Iteration 7Q: 3 clusters Score -4444146 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -4445070.500000 Penalty: 5444.475098
	Iteration 8Q: 3 clusters Score -4445070 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -4446195.500000 Penalty: 5444.475098
	Iteration 9Q: 3 clusters Score -4446196 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -4447516.000000 Penalty: 5444.475098
	Iteration 10Q: 3 clusters Score -4447516 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -4448784.500000 Penalty: 5444.475098
	Iteration 11Q: 3 clusters Score -4448784 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -4449989.500000 Penalty: 5444.475098
	Iteration 12Q: 3 clusters Score -4449990 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -4451161.000000 Penalty: 5444.475098
	Iteration 13Q: 3 clusters Score -4451161 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -4452292.500000 Penalty: 5444.475098
	Iteration 14Q: 3 clusters Score -4452292 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -4453206.500000 Penalty: 5444.475098
	Iteration 15Q: 3 clusters Score -4453206 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -4453828.000000 Penalty: 5444.475098
	Iteration 16Q: 3 clusters Score -4453828 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -4454099.000000 Penalty: 5444.475098
	Iteration 17Q: 3 clusters Score -4454099 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -4454295.500000 Penalty: 5444.475098
	Iteration 18Q: 3 clusters Score -4454296 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -4454370.500000 Penalty: 5444.475098
	Iteration 19Q: 3 clusters Score -4454370 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -4454444.000000 Penalty: 5444.475098
	Iteration 20F: 3 clusters Score -4454444 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -4454513.500000 Penalty: 5444.475098
	Iteration 21Q: 3 clusters Score -4454514 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -4454557.500000 Penalty: 5444.475098
	Iteration 22Q: 3 clusters Score -4454558 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -4454640.500000 Penalty: 5444.475098
	Iteration 23Q: 3 clusters Score -4454640 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -4454710.500000 Penalty: 5444.475098
	Iteration 24Q: 3 clusters Score -4454710 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -4454754.500000 Penalty: 5444.475098
	Iteration 25Q: 3 clusters Score -4454754 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -4454803.500000 Penalty: 5444.475098
	Iteration 26Q: 3 clusters Score -4454804 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -4454849.500000 Penalty: 5444.475098
	Iteration 27Q: 3 clusters Score -4454850 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -4454893.000000 Penalty: 5444.475098
	Iteration 28Q: 3 clusters Score -4454893 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -4454958.000000 Penalty: 5444.475098
	Iteration 29Q: 3 clusters Score -4454958 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -4455032.500000 Penalty: 5444.475098
	Iteration 30Q: 3 clusters Score -4455032 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -4455119.500000 Penalty: 5444.475098
	Iteration 31Q: 3 clusters Score -4455120 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -4455190.000000 Penalty: 5444.475098
	Iteration 32Q: 3 clusters Score -4455190 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -4455282.500000 Penalty: 5444.475098
	Iteration 33Q: 3 clusters Score -4455282 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -4455371.500000 Penalty: 5444.475098
	Iteration 34Q: 3 clusters Score -4455372 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -4455467.000000 Penalty: 5444.475098
	Iteration 35Q: 3 clusters Score -4455467 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -4455579.000000 Penalty: 5444.475098
	Iteration 36Q: 3 clusters Score -4455579 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -4455741.500000 Penalty: 5444.475098
	Iteration 37Q: 3 clusters Score -4455742 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -4455878.000000 Penalty: 5444.475098
	Iteration 38Q: 3 clusters Score -4455878 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -4456045.500000 Penalty: 5444.475098
	Iteration 39Q: 3 clusters Score -4456046 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -4456213.000000 Penalty: 5444.475098
	Iteration 40F: 3 clusters Score -4456213 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -4456401.000000 Penalty: 5444.475098
	Iteration 41Q: 3 clusters Score -4456401 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -4456600.000000 Penalty: 5444.475098
	Iteration 42Q: 3 clusters Score -4456600 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -4456791.000000 Penalty: 5444.475098
	Iteration 43Q: 3 clusters Score -4456791 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -4456954.500000 Penalty: 5444.475098
	Iteration 44Q: 3 clusters Score -4456954 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -4457154.500000 Penalty: 5444.475098
	Iteration 45Q: 3 clusters Score -4457154 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -4457371.500000 Penalty: 5444.475098
	Iteration 46Q: 3 clusters Score -4457372 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -4457610.500000 Penalty: 5444.475098
	Iteration 47Q: 3 clusters Score -4457610 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -4457803.000000 Penalty: 5444.475098
	Iteration 48Q: 3 clusters Score -4457803 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -4458034.000000 Penalty: 5444.475098
	Iteration 49Q: 3 clusters Score -4458034 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -4458287.000000 Penalty: 5444.475098
	Iteration 50Q: 3 clusters Score -4458287 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -4458535.000000 Penalty: 5444.475098
	Iteration 51Q: 3 clusters Score -4458535 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
Score: -4458874.500000 Penalty: 5444.475098
	Iteration 52Q: 3 clusters Score -4458874 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 50611 members 
Entering Unmasked Estep 
Score: -4459152.500000 Penalty: 5444.475098
	Iteration 53Q: 3 clusters Score -4459152 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -4459445.000000 Penalty: 5444.475098
	Iteration 54Q: 3 clusters Score -4459445 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 52046 members 
Entering Unmasked Estep 
Score: -4459731.000000 Penalty: 5444.475098
	Iteration 55Q: 3 clusters Score -4459731 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -4460045.000000 Penalty: 5444.475098
	Iteration 56Q: 3 clusters Score -4460045 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 53389 members 
Entering Unmasked Estep 
Score: -4460332.000000 Penalty: 5444.475098
	Iteration 57Q: 3 clusters Score -4460332 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -4460657.500000 Penalty: 5444.475098
	Iteration 58Q: 3 clusters Score -4460658 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 54584 members 
Entering Unmasked Estep 
Score: -4460901.500000 Penalty: 5444.475098
	Iteration 59Q: 3 clusters Score -4460902 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 55090 members 
Entering Unmasked Estep 
Score: -4461150.500000 Penalty: 5444.475098
	Iteration 60F: 3 clusters Score -4461150 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -4461365.000000 Penalty: 5444.475098
	Iteration 61Q: 3 clusters Score -4461365 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 55942 members 
Entering Unmasked Estep 
Score: -4461564.000000 Penalty: 5444.475098
	Iteration 62Q: 3 clusters Score -4461564 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 56287 members 
Entering Unmasked Estep 
Score: -4461727.000000 Penalty: 5444.475098
	Iteration 63Q: 3 clusters Score -4461727 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 56578 members 
Entering Unmasked Estep 
Score: -4461866.000000 Penalty: 5444.475098
	Iteration 64Q: 3 clusters Score -4461866 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 56825 members 
Entering Unmasked Estep 
Score: -4462007.000000 Penalty: 5444.475098
	Iteration 65Q: 3 clusters Score -4462007 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 57028 members 
Entering Unmasked Estep 
Score: -4462111.000000 Penalty: 5444.475098
	Iteration 66Q: 3 clusters Score -4462111 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 57209 members 
Entering Unmasked Estep 
Score: -4462218.000000 Penalty: 5444.475098
	Iteration 67Q: 3 clusters Score -4462218 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -4462296.000000 Penalty: 5444.475098
	Iteration 68Q: 3 clusters Score -4462296 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 57439 members 
Entering Unmasked Estep 
Score: -4462347.500000 Penalty: 5444.475098
	Iteration 69Q: 3 clusters Score -4462348 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 57507 members 
Entering Unmasked Estep 
Score: -4462381.500000 Penalty: 5444.475098
	Iteration 70Q: 3 clusters Score -4462382 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 57568 members 
Entering Unmasked Estep 
Score: -4462431.500000 Penalty: 5444.475098
	Iteration 71Q: 3 clusters Score -4462432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 57611 members 
Entering Unmasked Estep 
Score: -4462453.000000 Penalty: 5444.475098
	Iteration 72Q: 3 clusters Score -4462453 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 57637 members 
Entering Unmasked Estep 
Score: -4462467.000000 Penalty: 5444.475098
	Iteration 73Q: 3 clusters Score -4462467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 57660 members 
Entering Unmasked Estep 
Score: -4462483.500000 Penalty: 5444.475098
	Iteration 74Q: 3 clusters Score -4462484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 57676 members 
Entering Unmasked Estep 
Score: -4462491.000000 Penalty: 5444.475098
	Iteration 75Q: 3 clusters Score -4462491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 57689 members 
Entering Unmasked Estep 
Score: -4462498.500000 Penalty: 5444.475098
	Iteration 76Q: 3 clusters Score -4462498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 57699 members 
Entering Unmasked Estep 
Score: -4462509.000000 Penalty: 5444.475098
	Iteration 77Q: 3 clusters Score -4462509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 57712 members 
Entering Unmasked Estep 
Score: -4462511.500000 Penalty: 5444.475098
	Iteration 78Q: 3 clusters Score -4462512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 57722 members 
Entering Unmasked Estep 
Score: -4462513.000000 Penalty: 5444.475098
	Iteration 79Q: 3 clusters Score -4462513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 57728 members 
Entering Unmasked Estep 
Score: -4462518.500000 Penalty: 5444.475098
	Iteration 80F: 3 clusters Score -4462518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
Score: -4462530.000000 Penalty: 5444.475098
	Iteration 81Q: 3 clusters Score -4462530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 57740 members 
Entering Unmasked Estep 
Score: -4462532.500000 Penalty: 5444.475098
	Iteration 82Q: 3 clusters Score -4462532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 57741 members 
Entering Unmasked Estep 
Score: -4462531.000000 Penalty: 5444.475098
	Iteration 83Q: 3 clusters Score -4462531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 57744 members 
Entering Unmasked Estep 
Score: -4462534.000000 Penalty: 5444.475098
	Iteration 84Q: 3 clusters Score -4462534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 57745 members 
Entering Unmasked Estep 
Score: -4462536.000000 Penalty: 5444.475098
	Iteration 85Q: 3 clusters Score -4462536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -4462533.500000 Penalty: 5444.475098
	Iteration 86Q: 3 clusters Score -4462534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 57748 members 
Entering Unmasked Estep 
Score: -4462532.500000 Penalty: 5444.475098
	Iteration 87Q: 3 clusters Score -4462532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 57748 members 
Entering Unmasked Estep 
Score: -4462532.500000 Penalty: 5444.475098
	Iteration 88F: 3 clusters Score -4462532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -352218.656250 Penalty: 2114.584229
	Iteration 0F: 2 clusters Score -352218.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -347645.031250 Penalty: 4229.168457
	Iteration 0F: 3 clusters Score -347645 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -348761.750000 Penalty: 4229.168457
	Iteration 1F: 3 clusters Score -348761.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -348961.343750 Penalty: 4229.168457
	Iteration 2F: 3 clusters Score -348961.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -349099.968750 Penalty: 4229.168457
	Iteration 3Q: 3 clusters Score -349100 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -349222.062500 Penalty: 4229.168457
	Iteration 4Q: 3 clusters Score -349222.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -349322.343750 Penalty: 4229.168457
	Iteration 5Q: 3 clusters Score -349322.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -349427.218750 Penalty: 4229.168457
	Iteration 6Q: 3 clusters Score -349427.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -349519.750000 Penalty: 4229.168457
	Iteration 7Q: 3 clusters Score -349519.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -349606.406250 Penalty: 4229.168457
	Iteration 8Q: 3 clusters Score -349606.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -349678.343750 Penalty: 4229.168457
	Iteration 9Q: 3 clusters Score -349678.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -349739.343750 Penalty: 4229.168457
	Iteration 10Q: 3 clusters Score -349739.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -349789.093750 Penalty: 4229.168457
	Iteration 11Q: 3 clusters Score -349789.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -349840.437500 Penalty: 4229.168457
	Iteration 12Q: 3 clusters Score -349840.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -349885.781250 Penalty: 4229.168457
	Iteration 13Q: 3 clusters Score -349885.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -349925.312500 Penalty: 4229.168457
	Iteration 14Q: 3 clusters Score -349925.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -349980.812500 Penalty: 4229.168457
	Iteration 15Q: 3 clusters Score -349980.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -350072.218750 Penalty: 4229.168457
	Iteration 16Q: 3 clusters Score -350072.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -350174.906250 Penalty: 4229.168457
	Iteration 17Q: 3 clusters Score -350174.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -350298.312500 Penalty: 4229.168457
	Iteration 18Q: 3 clusters Score -350298.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -350409.312500 Penalty: 4229.168457
	Iteration 19Q: 3 clusters Score -350409.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -350498.718750 Penalty: 4229.168457
	Iteration 20F: 3 clusters Score -350498.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -350568.187500 Penalty: 4229.168457
	Iteration 21Q: 3 clusters Score -350568.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -350628.343750 Penalty: 4229.168457
	Iteration 22Q: 3 clusters Score -350628.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -350661.000000 Penalty: 4229.168457
	Iteration 23Q: 3 clusters Score -350661 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -350683.531250 Penalty: 4229.168457
	Iteration 24Q: 3 clusters Score -350683.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -350702.812500 Penalty: 4229.168457
	Iteration 25Q: 3 clusters Score -350702.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -350711.750000 Penalty: 4229.168457
	Iteration 26Q: 3 clusters Score -350711.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -350718.593750 Penalty: 4229.168457
	Iteration 27Q: 3 clusters Score -350718.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -350726.593750 Penalty: 4229.168457
	Iteration 28Q: 3 clusters Score -350726.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -350729.968750 Penalty: 4229.168457
	Iteration 29Q: 3 clusters Score -350730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -350733.187500 Penalty: 4229.168457
	Iteration 30Q: 3 clusters Score -350733.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -350734.750000 Penalty: 4229.168457
	Iteration 31Q: 3 clusters Score -350734.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -350737.500000 Penalty: 4229.168457
	Iteration 32Q: 3 clusters Score -350737.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -350739.718750 Penalty: 4229.168457
	Iteration 33Q: 3 clusters Score -350739.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -350740.406250 Penalty: 4229.168457
	Iteration 34Q: 3 clusters Score -350740.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -350741.937500 Penalty: 4229.168457
	Iteration 35Q: 3 clusters Score -350741.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -350743.156250 Penalty: 4229.168457
	Iteration 36Q: 3 clusters Score -350743.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -350744.375000 Penalty: 4229.168457
	Iteration 37Q: 3 clusters Score -350744.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -350744.562500 Penalty: 4229.168457
	Iteration 38Q: 3 clusters Score -350744.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -350744.562500 Penalty: 4229.168457
	Iteration 39F: 3 clusters Score -350744.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Entering Unmasked Estep 
Score: -733047.687500 Penalty: 2287.441162
	Iteration 0F: 2 clusters Score -733047.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -725209.187500 Penalty: 4574.882324
	Iteration 0F: 3 clusters Score -725209.2 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -727483.187500 Penalty: 4574.882324
	Iteration 1F: 3 clusters Score -727483.2 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -727937.812500 Penalty: 4574.882324
	Iteration 2F: 3 clusters Score -727937.8 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -728361.750000 Penalty: 4574.882324
	Iteration 3F: 3 clusters Score -728361.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -728735.625000 Penalty: 4574.882324
	Iteration 4F: 3 clusters Score -728735.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -729075.312500 Penalty: 4574.882324
	Iteration 5F: 3 clusters Score -729075.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -729412.000000 Penalty: 4574.882324
	Iteration 6F: 3 clusters Score -729412 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -729739.312500 Penalty: 4574.882324
	Iteration 7Q: 3 clusters Score -729739.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -730044.437500 Penalty: 4574.882324
	Iteration 8Q: 3 clusters Score -730044.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -730290.062500 Penalty: 4574.882324
	Iteration 9Q: 3 clusters Score -730290.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -730469.437500 Penalty: 4574.882324
	Iteration 10Q: 3 clusters Score -730469.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -730623.250000 Penalty: 4574.882324
	Iteration 11Q: 3 clusters Score -730623.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -730807.187500 Penalty: 4574.882324
	Iteration 12Q: 3 clusters Score -730807.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -730985.437500 Penalty: 4574.882324
	Iteration 13Q: 3 clusters Score -730985.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -731152.125000 Penalty: 4574.882324
	Iteration 14Q: 3 clusters Score -731152.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -731269.187500 Penalty: 4574.882324
	Iteration 15Q: 3 clusters Score -731269.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -731364.437500 Penalty: 4574.882324
	Iteration 16Q: 3 clusters Score -731364.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -731426.000000 Penalty: 4574.882324
	Iteration 17Q: 3 clusters Score -731426 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -731480.312500 Penalty: 4574.882324
	Iteration 18Q: 3 clusters Score -731480.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -731530.312500 Penalty: 4574.882324
	Iteration 19Q: 3 clusters Score -731530.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -731564.375000 Penalty: 4574.882324
	Iteration 20F: 3 clusters Score -731564.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -731599.500000 Penalty: 4574.882324
	Iteration 21Q: 3 clusters Score -731599.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -731627.500000 Penalty: 4574.882324
	Iteration 22Q: 3 clusters Score -731627.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -731651.000000 Penalty: 4574.882324
	Iteration 23Q: 3 clusters Score -731651 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -731678.625000 Penalty: 4574.882324
	Iteration 24Q: 3 clusters Score -731678.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -731701.625000 Penalty: 4574.882324
	Iteration 25Q: 3 clusters Score -731701.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -731719.187500 Penalty: 4574.882324
	Iteration 26Q: 3 clusters Score -731719.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -731740.812500 Penalty: 4574.882324
	Iteration 27Q: 3 clusters Score -731740.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -731758.375000 Penalty: 4574.882324
	Iteration 28Q: 3 clusters Score -731758.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -731774.875000 Penalty: 4574.882324
	Iteration 29Q: 3 clusters Score -731774.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -731793.312500 Penalty: 4574.882324
	Iteration 30Q: 3 clusters Score -731793.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -731809.687500 Penalty: 4574.882324
	Iteration 31Q: 3 clusters Score -731809.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -731827.500000 Penalty: 4574.882324
	Iteration 32Q: 3 clusters Score -731827.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -731833.500000 Penalty: 4574.882324
	Iteration 33Q: 3 clusters Score -731833.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -731840.562500 Penalty: 4574.882324
	Iteration 34Q: 3 clusters Score -731840.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -731844.875000 Penalty: 4574.882324
	Iteration 35Q: 3 clusters Score -731844.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -731850.187500 Penalty: 4574.882324
	Iteration 36Q: 3 clusters Score -731850.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -731853.750000 Penalty: 4574.882324
	Iteration 37Q: 3 clusters Score -731853.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -731854.562500 Penalty: 4574.882324
	Iteration 38Q: 3 clusters Score -731854.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -731856.062500 Penalty: 4574.882324
	Iteration 39Q: 3 clusters Score -731856.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -731855.062500 Penalty: 4574.882324
	Iteration 40F: 3 clusters Score -731855.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -731855.750000 Penalty: 4574.882324
	Iteration 41Q: 3 clusters Score -731855.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -731855.562500 Penalty: 4574.882324
	Iteration 42Q: 3 clusters Score -731855.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -731855.562500 Penalty: 4574.882324
	Iteration 43F: 3 clusters Score -731855.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Entering Unmasked Estep 
Score: -273755.187500 Penalty: 2047.316650
	Iteration 0F: 2 clusters Score -273755.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -269924.875000 Penalty: 4094.633301
	Iteration 0F: 3 clusters Score -269924.9 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -270786.562500 Penalty: 4094.633301
	Iteration 1F: 3 clusters Score -270786.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -271035.343750 Penalty: 4094.633301
	Iteration 2F: 3 clusters Score -271035.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -271281.187500 Penalty: 4094.633301
	Iteration 3F: 3 clusters Score -271281.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -271554.031250 Penalty: 4094.633301
	Iteration 4F: 3 clusters Score -271554 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -271872.843750 Penalty: 4094.633301
	Iteration 5F: 3 clusters Score -271872.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -272368.500000 Penalty: 4094.633301
	Iteration 6F: 3 clusters Score -272368.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -272713.656250 Penalty: 4094.633301
	Iteration 7F: 3 clusters Score -272713.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -272903.062500 Penalty: 4094.633301
	Iteration 8Q: 3 clusters Score -272903.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -273053.281250 Penalty: 4094.633301
	Iteration 9Q: 3 clusters Score -273053.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -273150.625000 Penalty: 4094.633301
	Iteration 10Q: 3 clusters Score -273150.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -273235.562500 Penalty: 4094.633301
	Iteration 11Q: 3 clusters Score -273235.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -273312.218750 Penalty: 4094.633301
	Iteration 12Q: 3 clusters Score -273312.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -273400.906250 Penalty: 4094.633301
	Iteration 13Q: 3 clusters Score -273400.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -273495.781250 Penalty: 4094.633301
	Iteration 14Q: 3 clusters Score -273495.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -273583.906250 Penalty: 4094.633301
	Iteration 15Q: 3 clusters Score -273583.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -273652.500000 Penalty: 4094.633301
	Iteration 16Q: 3 clusters Score -273652.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -273701.656250 Penalty: 4094.633301
	Iteration 17Q: 3 clusters Score -273701.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -273737.625000 Penalty: 4094.633301
	Iteration 18Q: 3 clusters Score -273737.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -273762.093750 Penalty: 4094.633301
	Iteration 19Q: 3 clusters Score -273762.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -273778.968750 Penalty: 4094.633301
	Iteration 20F: 3 clusters Score -273779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -273790.375000 Penalty: 4094.633301
	Iteration 21Q: 3 clusters Score -273790.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -273807.343750 Penalty: 4094.633301
	Iteration 22Q: 3 clusters Score -273807.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -273826.093750 Penalty: 4094.633301
	Iteration 23Q: 3 clusters Score -273826.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -273838.218750 Penalty: 4094.633301
	Iteration 24Q: 3 clusters Score -273838.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -273850.468750 Penalty: 4094.633301
	Iteration 25Q: 3 clusters Score -273850.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -273862.468750 Penalty: 4094.633301
	Iteration 26Q: 3 clusters Score -273862.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -273873.156250 Penalty: 4094.633301
	Iteration 27Q: 3 clusters Score -273873.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -273887.875000 Penalty: 4094.633301
	Iteration 28Q: 3 clusters Score -273887.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -273899.343750 Penalty: 4094.633301
	Iteration 29Q: 3 clusters Score -273899.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -273910.562500 Penalty: 4094.633301
	Iteration 30Q: 3 clusters Score -273910.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -273919.656250 Penalty: 4094.633301
	Iteration 31Q: 3 clusters Score -273919.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -273931.093750 Penalty: 4094.633301
	Iteration 32Q: 3 clusters Score -273931.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -273940.375000 Penalty: 4094.633301
	Iteration 33Q: 3 clusters Score -273940.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -273948.531250 Penalty: 4094.633301
	Iteration 34Q: 3 clusters Score -273948.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -273956.937500 Penalty: 4094.633301
	Iteration 35Q: 3 clusters Score -273956.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -273966.968750 Penalty: 4094.633301
	Iteration 36Q: 3 clusters Score -273967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -273983.468750 Penalty: 4094.633301
	Iteration 37Q: 3 clusters Score -273983.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -274023.500000 Penalty: 4094.633301
	Iteration 38Q: 3 clusters Score -274023.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -274119.937500 Penalty: 4094.633301
	Iteration 39Q: 3 clusters Score -274119.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -274281.718750 Penalty: 4094.633301
	Iteration 40F: 3 clusters Score -274281.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -274335.781250 Penalty: 4094.633301
	Iteration 41Q: 3 clusters Score -274335.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -274347.437500 Penalty: 4094.633301
	Iteration 42Q: 3 clusters Score -274347.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -274347.437500 Penalty: 4094.633301
	Iteration 43F: 3 clusters Score -274347.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 85939 members 
Mstep: Class 3 contains 236327 members 
Mstep: Class 4 contains 3998 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 5290 members 
Mstep: Class 7 contains 4033 members 
Mstep: Class 8 contains 37095 members 
Mstep: Class 9 contains 214650 members 
Mstep: Class 10 contains 7227 members 
Mstep: Class 11 contains 12596 members 
Mstep: Class 12 contains 58499 members 
Mstep: Class 13 contains 5047 members 
Mstep: Class 14 contains 10133 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 17 contains 7386 members 
Mstep: Class 18 contains 206720 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38879 members 
Mstep: Class 22 contains 10427 members 
Mstep: Class 23 contains 14494 members 
Mstep: Class 24 contains 48163 members 
Mstep: Class 25 contains 9051 members 
Mstep: Class 26 contains 18176 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1460 members 
Mstep: Class 29 contains 27568 members 
Mstep: Class 30 contains 4444 members 
Mstep: Class 31 contains 2996 members 
Mstep: Class 32 contains 4112 members 
Mstep: Class 33 contains 12219 members 
Mstep: Class 34 contains 6630 members 
Mstep: Class 35 contains 110896 members 
Mstep: Class 36 contains 1181 members 
Mstep: Class 37 contains 111513 members 
Mstep: Class 38 contains 33299 members 
Mstep: Class 39 contains 3007 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9579 members 
Mstep: Class 42 contains 852 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1031 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12921 members 
Mstep: Class 47 contains 1425 members 
Mstep: Class 48 contains 3003 members 
Entering Unmasked Estep 
Score: -102305688.000000 Penalty: 168600.640625
Splitting cluster 15 changes total score from -102305736.000000 to -102305688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (2465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Entering Unmasked Estep 
Score: -162717.343750 Penalty: 1936.866821
	Iteration 0F: 2 clusters Score -162717.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -159809.031250 Penalty: 3873.733643
	Iteration 0F: 3 clusters Score -159809 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -160367.078125 Penalty: 3873.733643
	Iteration 1F: 3 clusters Score -160367.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -160560.734375 Penalty: 3873.733643
	Iteration 2F: 3 clusters Score -160560.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -160707.250000 Penalty: 3873.733643
	Iteration 3F: 3 clusters Score -160707.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -160877.187500 Penalty: 3873.733643
	Iteration 4F: 3 clusters Score -160877.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -161086.406250 Penalty: 3873.733643
	Iteration 5Q: 3 clusters Score -161086.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -161257.562500 Penalty: 3873.733643
	Iteration 6F: 3 clusters Score -161257.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -161376.718750 Penalty: 3873.733643
	Iteration 7Q: 3 clusters Score -161376.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -161468.046875 Penalty: 3873.733643
	Iteration 8Q: 3 clusters Score -161468 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -161529.968750 Penalty: 3873.733643
	Iteration 9Q: 3 clusters Score -161530 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -161588.406250 Penalty: 3873.733643
	Iteration 10Q: 3 clusters Score -161588.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -161636.156250 Penalty: 3873.733643
	Iteration 11Q: 3 clusters Score -161636.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -161687.937500 Penalty: 3873.733643
	Iteration 12Q: 3 clusters Score -161687.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -161727.265625 Penalty: 3873.733643
	Iteration 13Q: 3 clusters Score -161727.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -161754.500000 Penalty: 3873.733643
	Iteration 14Q: 3 clusters Score -161754.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -161770.031250 Penalty: 3873.733643
	Iteration 15Q: 3 clusters Score -161770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -161781.093750 Penalty: 3873.733643
	Iteration 16Q: 3 clusters Score -161781.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -161789.109375 Penalty: 3873.733643
	Iteration 17Q: 3 clusters Score -161789.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -161795.046875 Penalty: 3873.733643
	Iteration 18Q: 3 clusters Score -161795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -161801.765625 Penalty: 3873.733643
	Iteration 19Q: 3 clusters Score -161801.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -161807.281250 Penalty: 3873.733643
	Iteration 20F: 3 clusters Score -161807.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -161808.281250 Penalty: 3873.733643
	Iteration 21Q: 3 clusters Score -161808.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -161809.125000 Penalty: 3873.733643
	Iteration 22Q: 3 clusters Score -161809.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -161809.562500 Penalty: 3873.733643
	Iteration 23Q: 3 clusters Score -161809.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -161809.562500 Penalty: 3873.733643
	Iteration 24F: 3 clusters Score -161809.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Entering Unmasked Estep 
Score: -546140.437500 Penalty: 2209.020752
	Iteration 0F: 2 clusters Score -546140.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -540108.437500 Penalty: 4418.041504
	Iteration 0F: 3 clusters Score -540108.4 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -541687.687500 Penalty: 4418.041504
	Iteration 1F: 3 clusters Score -541687.7 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -542002.125000 Penalty: 4418.041504
	Iteration 2F: 3 clusters Score -542002.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -542318.937500 Penalty: 4418.041504
	Iteration 3F: 3 clusters Score -542318.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -542733.125000 Penalty: 4418.041504
	Iteration 4F: 3 clusters Score -542733.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -543443.875000 Penalty: 4418.041504
	Iteration 5F: 3 clusters Score -543443.9 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -544247.500000 Penalty: 4418.041504
	Iteration 6F: 3 clusters Score -544247.5 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -544844.562500 Penalty: 4418.041504
	Iteration 7F: 3 clusters Score -544844.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -545184.187500 Penalty: 4418.041504
	Iteration 8F: 3 clusters Score -545184.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -545371.625000 Penalty: 4418.041504
	Iteration 9Q: 3 clusters Score -545371.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -545520.687500 Penalty: 4418.041504
	Iteration 10Q: 3 clusters Score -545520.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -545660.125000 Penalty: 4418.041504
	Iteration 11Q: 3 clusters Score -545660.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -545821.750000 Penalty: 4418.041504
	Iteration 12Q: 3 clusters Score -545821.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -546073.750000 Penalty: 4418.041504
	Iteration 13Q: 3 clusters Score -546073.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -546281.062500 Penalty: 4418.041504
	Iteration 14Q: 3 clusters Score -546281.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -546364.000000 Penalty: 4418.041504
	Iteration 15Q: 3 clusters Score -546364 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -546399.562500 Penalty: 4418.041504
	Iteration 16Q: 3 clusters Score -546399.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -546418.125000 Penalty: 4418.041504
	Iteration 17Q: 3 clusters Score -546418.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -546428.687500 Penalty: 4418.041504
	Iteration 18Q: 3 clusters Score -546428.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -546437.500000 Penalty: 4418.041504
	Iteration 19Q: 3 clusters Score -546437.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -546441.437500 Penalty: 4418.041504
	Iteration 20F: 3 clusters Score -546441.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -546444.937500 Penalty: 4418.041504
	Iteration 21Q: 3 clusters Score -546444.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -546446.000000 Penalty: 4418.041504
	Iteration 22Q: 3 clusters Score -546446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -546447.812500 Penalty: 4418.041504
	Iteration 23Q: 3 clusters Score -546447.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -546447.312500 Penalty: 4418.041504
	Iteration 24Q: 3 clusters Score -546447.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -546447.750000 Penalty: 4418.041504
	Iteration 25Q: 3 clusters Score -546447.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -546447.750000 Penalty: 4418.041504
	Iteration 26F: 3 clusters Score -546447.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 85939 members 
Mstep: Class 3 contains 236327 members 
Mstep: Class 4 contains 3998 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 5290 members 
Mstep: Class 7 contains 4033 members 
Mstep: Class 8 contains 37095 members 
Mstep: Class 9 contains 214650 members 
Mstep: Class 10 contains 7227 members 
Mstep: Class 11 contains 12596 members 
Mstep: Class 12 contains 58499 members 
Mstep: Class 13 contains 5047 members 
Mstep: Class 14 contains 10133 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 17 contains 1420 members 
Mstep: Class 18 contains 206720 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38879 members 
Mstep: Class 22 contains 10427 members 
Mstep: Class 23 contains 14494 members 
Mstep: Class 24 contains 48163 members 
Mstep: Class 25 contains 9051 members 
Mstep: Class 26 contains 18176 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1460 members 
Mstep: Class 29 contains 27568 members 
Mstep: Class 30 contains 4444 members 
Mstep: Class 31 contains 2996 members 
Mstep: Class 32 contains 4112 members 
Mstep: Class 33 contains 12219 members 
Mstep: Class 34 contains 6630 members 
Mstep: Class 35 contains 110896 members 
Mstep: Class 36 contains 1181 members 
Mstep: Class 37 contains 111513 members 
Mstep: Class 38 contains 33299 members 
Mstep: Class 39 contains 3007 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9579 members 
Mstep: Class 42 contains 852 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 1031 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12921 members 
Mstep: Class 47 contains 1425 members 
Mstep: Class 48 contains 5966 members 
Entering Unmasked Estep 
Score: -102305592.000000 Penalty: 168600.640625
Splitting cluster 17 changes total score from -102305736.000000 to -102305592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (206720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206720 members 
Entering Unmasked Estep 
Score: -15465006.000000 Penalty: 3035.301758
	Iteration 0F: 2 clusters Score -1.546501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102849 members 
Mstep: Class 2 contains 103871 members 
Entering Unmasked Estep 
Score: -15326727.000000 Penalty: 6070.603516
	Iteration 0F: 3 clusters Score -1.532673e+07 nChanged 99410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95175 members 
Mstep: Class 2 contains 111545 members 
Entering Unmasked Estep 
Score: -15385584.000000 Penalty: 6070.603516
	Iteration 1F: 3 clusters Score -1.538558e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90185 members 
Mstep: Class 2 contains 116535 members 
Entering Unmasked Estep 
Score: -15387654.000000 Penalty: 6070.603516
	Iteration 2Q: 3 clusters Score -1.538765e+07 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82560 members 
Mstep: Class 2 contains 124160 members 
Entering Unmasked Estep 
Score: -15391134.000000 Penalty: 6070.603516
	Iteration 3Q: 3 clusters Score -1.539113e+07 nChanged 11823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71047 members 
Mstep: Class 2 contains 135673 members 
Entering Unmasked Estep 
Score: -15397723.000000 Penalty: 6070.603516
	Iteration 4F: 3 clusters Score -1.539772e+07 nChanged 16317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54824 members 
Mstep: Class 2 contains 151896 members 
Entering Unmasked Estep 
Score: -15409695.000000 Penalty: 6070.603516
	Iteration 5F: 3 clusters Score -1.54097e+07 nChanged 19680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 171536 members 
Entering Unmasked Estep 
Score: -15427706.000000 Penalty: 6070.603516
	Iteration 6F: 3 clusters Score -1.542771e+07 nChanged 18124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 189648 members 
Entering Unmasked Estep 
Score: -15446152.000000 Penalty: 6070.603516
	Iteration 7F: 3 clusters Score -1.544615e+07 nChanged 10800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 200448 members 
Entering Unmasked Estep 
Score: -15456633.000000 Penalty: 6070.603516
	Iteration 8F: 3 clusters Score -1.545663e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 204665 members 
Entering Unmasked Estep 
Score: -15460599.000000 Penalty: 6070.603516
	Iteration 9Q: 3 clusters Score -1.54606e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 205894 members 
Entering Unmasked Estep 
Score: -15461671.000000 Penalty: 6070.603516
	Iteration 10Q: 3 clusters Score -1.546167e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 206216 members 
Entering Unmasked Estep 
Score: -15461994.000000 Penalty: 6070.603516
	Iteration 11Q: 3 clusters Score -1.546199e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 206316 members 
Entering Unmasked Estep 
Score: -15462146.000000 Penalty: 6070.603516
	Iteration 12Q: 3 clusters Score -1.546215e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 206361 members 
Entering Unmasked Estep 
Score: -15462244.000000 Penalty: 6070.603516
	Iteration 13Q: 3 clusters Score -1.546224e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 206393 members 
Entering Unmasked Estep 
Score: -15462303.000000 Penalty: 6070.603516
	Iteration 14Q: 3 clusters Score -1.54623e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 206407 members 
Entering Unmasked Estep 
Score: -15462359.000000 Penalty: 6070.603516
	Iteration 15Q: 3 clusters Score -1.546236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 206417 members 
Entering Unmasked Estep 
Score: -15462390.000000 Penalty: 6070.603516
	Iteration 16Q: 3 clusters Score -1.546239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 206419 members 
Entering Unmasked Estep 
Score: -15462393.000000 Penalty: 6070.603516
	Iteration 17Q: 3 clusters Score -1.546239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 206419 members 
Entering Unmasked Estep 
Score: -15462394.000000 Penalty: 6070.603516
	Iteration 18Q: 3 clusters Score -1.546239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 206416 members 
Entering Unmasked Estep 
Score: -15462400.000000 Penalty: 6070.603516
	Iteration 19Q: 3 clusters Score -1.54624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 206414 members 
Entering Unmasked Estep 
Score: -15462395.000000 Penalty: 6070.603516
	Iteration 20F: 3 clusters Score -1.54624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Entering Unmasked Estep 
Score: -824735.687500 Penalty: 2312.114746
	Iteration 0F: 2 clusters Score -824735.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -816334.625000 Penalty: 4624.229492
	Iteration 0F: 3 clusters Score -816334.6 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -819114.812500 Penalty: 4624.229492
	Iteration 1F: 3 clusters Score -819114.8 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -819741.312500 Penalty: 4624.229492
	Iteration 2F: 3 clusters Score -819741.3 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -820209.562500 Penalty: 4624.229492
	Iteration 3F: 3 clusters Score -820209.6 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -820523.000000 Penalty: 4624.229492
	Iteration 4F: 3 clusters Score -820523 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -820747.937500 Penalty: 4624.229492
	Iteration 5Q: 3 clusters Score -820747.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -820904.000000 Penalty: 4624.229492
	Iteration 6Q: 3 clusters Score -820904 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -821031.750000 Penalty: 4624.229492
	Iteration 7Q: 3 clusters Score -821031.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -821143.937500 Penalty: 4624.229492
	Iteration 8Q: 3 clusters Score -821143.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -821265.875000 Penalty: 4624.229492
	Iteration 9Q: 3 clusters Score -821265.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -821376.687500 Penalty: 4624.229492
	Iteration 10Q: 3 clusters Score -821376.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -821494.875000 Penalty: 4624.229492
	Iteration 11Q: 3 clusters Score -821494.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -821616.375000 Penalty: 4624.229492
	Iteration 12Q: 3 clusters Score -821616.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -821753.312500 Penalty: 4624.229492
	Iteration 13Q: 3 clusters Score -821753.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -821879.187500 Penalty: 4624.229492
	Iteration 14Q: 3 clusters Score -821879.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -822008.125000 Penalty: 4624.229492
	Iteration 15Q: 3 clusters Score -822008.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -822152.500000 Penalty: 4624.229492
	Iteration 16Q: 3 clusters Score -822152.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -822280.062500 Penalty: 4624.229492
	Iteration 17Q: 3 clusters Score -822280.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -822401.000000 Penalty: 4624.229492
	Iteration 18Q: 3 clusters Score -822401 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -822504.625000 Penalty: 4624.229492
	Iteration 19Q: 3 clusters Score -822504.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -822611.062500 Penalty: 4624.229492
	Iteration 20F: 3 clusters Score -822611.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -822693.250000 Penalty: 4624.229492
	Iteration 21Q: 3 clusters Score -822693.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -822762.187500 Penalty: 4624.229492
	Iteration 22Q: 3 clusters Score -822762.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -822831.437500 Penalty: 4624.229492
	Iteration 23Q: 3 clusters Score -822831.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -822884.687500 Penalty: 4624.229492
	Iteration 24Q: 3 clusters Score -822884.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -822912.687500 Penalty: 4624.229492
	Iteration 25Q: 3 clusters Score -822912.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -822945.062500 Penalty: 4624.229492
	Iteration 26Q: 3 clusters Score -822945.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -822964.937500 Penalty: 4624.229492
	Iteration 27Q: 3 clusters Score -822964.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -822974.437500 Penalty: 4624.229492
	Iteration 28Q: 3 clusters Score -822974.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -822982.062500 Penalty: 4624.229492
	Iteration 29Q: 3 clusters Score -822982.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -822985.125000 Penalty: 4624.229492
	Iteration 30Q: 3 clusters Score -822985.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -822986.187500 Penalty: 4624.229492
	Iteration 31Q: 3 clusters Score -822986.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -822987.500000 Penalty: 4624.229492
	Iteration 32Q: 3 clusters Score -822987.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -822987.062500 Penalty: 4624.229492
	Iteration 33Q: 3 clusters Score -822987.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -822987.437500 Penalty: 4624.229492
	Iteration 34Q: 3 clusters Score -822987.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -822987.437500 Penalty: 4624.229492
	Iteration 35F: 3 clusters Score -822987.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -65626.234375 Penalty: 1705.824951
	Iteration 0F: 2 clusters Score -65626.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -63724.871094 Penalty: 3411.649902
	Iteration 0F: 3 clusters Score -63724.87 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -63994.976562 Penalty: 3411.649902
	Iteration 1F: 3 clusters Score -63994.98 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -64084.648438 Penalty: 3411.649902
	Iteration 2F: 3 clusters Score -64084.65 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -64165.281250 Penalty: 3411.649902
	Iteration 3Q: 3 clusters Score -64165.28 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -64229.207031 Penalty: 3411.649902
	Iteration 4Q: 3 clusters Score -64229.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -64304.210938 Penalty: 3411.649902
	Iteration 5Q: 3 clusters Score -64304.21 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -64388.792969 Penalty: 3411.649902
	Iteration 6Q: 3 clusters Score -64388.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -64459.054688 Penalty: 3411.649902
	Iteration 7Q: 3 clusters Score -64459.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -64530.152344 Penalty: 3411.649902
	Iteration 8Q: 3 clusters Score -64530.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -64580.992188 Penalty: 3411.649902
	Iteration 9Q: 3 clusters Score -64580.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -64616.136719 Penalty: 3411.649902
	Iteration 10Q: 3 clusters Score -64616.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -64648.289062 Penalty: 3411.649902
	Iteration 11Q: 3 clusters Score -64648.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -64699.695312 Penalty: 3411.649902
	Iteration 12Q: 3 clusters Score -64699.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -64767.175781 Penalty: 3411.649902
	Iteration 13Q: 3 clusters Score -64767.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -64845.476562 Penalty: 3411.649902
	Iteration 14Q: 3 clusters Score -64845.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -64973.164062 Penalty: 3411.649902
	Iteration 15Q: 3 clusters Score -64973.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -65054.386719 Penalty: 3411.649902
	Iteration 16Q: 3 clusters Score -65054.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -65141.046875 Penalty: 3411.649902
	Iteration 17Q: 3 clusters Score -65141.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -65187.832031 Penalty: 3411.649902
	Iteration 18Q: 3 clusters Score -65187.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -65204.281250 Penalty: 3411.649902
	Iteration 19Q: 3 clusters Score -65204.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -65216.390625 Penalty: 3411.649902
	Iteration 20F: 3 clusters Score -65216.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -65230.675781 Penalty: 3411.649902
	Iteration 21Q: 3 clusters Score -65230.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -65232.253906 Penalty: 3411.649902
	Iteration 22Q: 3 clusters Score -65232.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -65232.253906 Penalty: 3411.649902
	Iteration 23F: 3 clusters Score -65232.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Entering Unmasked Estep 
Score: -2910731.500000 Penalty: 2620.916016
	Iteration 0F: 2 clusters Score -2910732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2884497.000000 Penalty: 5241.832031
	Iteration 0F: 3 clusters Score -2884497 nChanged 17767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -2894515.750000 Penalty: 5241.832031
	Iteration 1F: 3 clusters Score -2894516 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -2895368.000000 Penalty: 5241.832031
	Iteration 2F: 3 clusters Score -2895368 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2896360.250000 Penalty: 5241.832031
	Iteration 3F: 3 clusters Score -2896360 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -2897694.000000 Penalty: 5241.832031
	Iteration 4F: 3 clusters Score -2897694 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -2899411.250000 Penalty: 5241.832031
	Iteration 5F: 3 clusters Score -2899411 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -2901415.750000 Penalty: 5241.832031
	Iteration 6F: 3 clusters Score -2901416 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -2903550.500000 Penalty: 5241.832031
	Iteration 7F: 3 clusters Score -2903550 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -2905540.000000 Penalty: 5241.832031
	Iteration 8F: 3 clusters Score -2905540 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -2907024.750000 Penalty: 5241.832031
	Iteration 9Q: 3 clusters Score -2907025 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -2907996.500000 Penalty: 5241.832031
	Iteration 10Q: 3 clusters Score -2907996 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -2908461.750000 Penalty: 5241.832031
	Iteration 11Q: 3 clusters Score -2908462 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -2908735.750000 Penalty: 5241.832031
	Iteration 12Q: 3 clusters Score -2908736 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -2908926.000000 Penalty: 5241.832031
	Iteration 13Q: 3 clusters Score -2908926 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -2909070.750000 Penalty: 5241.832031
	Iteration 14Q: 3 clusters Score -2909071 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -2909187.250000 Penalty: 5241.832031
	Iteration 15Q: 3 clusters Score -2909187 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -2909263.000000 Penalty: 5241.832031
	Iteration 16Q: 3 clusters Score -2909263 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -2909320.250000 Penalty: 5241.832031
	Iteration 17Q: 3 clusters Score -2909320 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -2909378.250000 Penalty: 5241.832031
	Iteration 18Q: 3 clusters Score -2909378 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -2909463.000000 Penalty: 5241.832031
	Iteration 19Q: 3 clusters Score -2909463 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -2909515.750000 Penalty: 5241.832031
	Iteration 20F: 3 clusters Score -2909516 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -2909568.250000 Penalty: 5241.832031
	Iteration 21Q: 3 clusters Score -2909568 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -2909614.250000 Penalty: 5241.832031
	Iteration 22Q: 3 clusters Score -2909614 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -2909639.500000 Penalty: 5241.832031
	Iteration 23Q: 3 clusters Score -2909640 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -2909668.750000 Penalty: 5241.832031
	Iteration 24Q: 3 clusters Score -2909669 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -2909699.250000 Penalty: 5241.832031
	Iteration 25Q: 3 clusters Score -2909699 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -2909711.000000 Penalty: 5241.832031
	Iteration 26Q: 3 clusters Score -2909711 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -2909737.500000 Penalty: 5241.832031
	Iteration 27Q: 3 clusters Score -2909738 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -2909751.750000 Penalty: 5241.832031
	Iteration 28Q: 3 clusters Score -2909752 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -2909757.500000 Penalty: 5241.832031
	Iteration 29Q: 3 clusters Score -2909758 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -2909783.250000 Penalty: 5241.832031
	Iteration 30Q: 3 clusters Score -2909783 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -2909802.000000 Penalty: 5241.832031
	Iteration 31Q: 3 clusters Score -2909802 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -2909815.500000 Penalty: 5241.832031
	Iteration 32Q: 3 clusters Score -2909816 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -2909807.250000 Penalty: 5241.832031
	Iteration 33Q: 3 clusters Score -2909807 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -2909819.250000 Penalty: 5241.832031
	Iteration 34Q: 3 clusters Score -2909819 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -2909830.500000 Penalty: 5241.832031
	Iteration 35Q: 3 clusters Score -2909830 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -2909829.750000 Penalty: 5241.832031
	Iteration 36Q: 3 clusters Score -2909830 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -2909836.500000 Penalty: 5241.832031
	Iteration 37Q: 3 clusters Score -2909836 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -2909835.750000 Penalty: 5241.832031
	Iteration 38Q: 3 clusters Score -2909836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -2909840.000000 Penalty: 5241.832031
	Iteration 39Q: 3 clusters Score -2909840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -2909844.750000 Penalty: 5241.832031
	Iteration 40F: 3 clusters Score -2909845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -2909838.500000 Penalty: 5241.832031
	Iteration 41Q: 3 clusters Score -2909838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -2909842.250000 Penalty: 5241.832031
	Iteration 42Q: 3 clusters Score -2909842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -2909848.000000 Penalty: 5241.832031
	Iteration 43Q: 3 clusters Score -2909848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -2909856.500000 Penalty: 5241.832031
	Iteration 44Q: 3 clusters Score -2909856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -2909857.750000 Penalty: 5241.832031
	Iteration 45Q: 3 clusters Score -2909858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -2909860.250000 Penalty: 5241.832031
	Iteration 46Q: 3 clusters Score -2909860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -2909867.250000 Penalty: 5241.832031
	Iteration 47Q: 3 clusters Score -2909867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -2909864.500000 Penalty: 5241.832031
	Iteration 48Q: 3 clusters Score -2909864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -2909860.000000 Penalty: 5241.832031
	Iteration 49Q: 3 clusters Score -2909860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -2909856.000000 Penalty: 5241.832031
	Iteration 50Q: 3 clusters Score -2909856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -2909863.000000 Penalty: 5241.832031
	Iteration 51Q: 3 clusters Score -2909863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -2909863.500000 Penalty: 5241.832031
	Iteration 52Q: 3 clusters Score -2909864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -2909869.500000 Penalty: 5241.832031
	Iteration 53Q: 3 clusters Score -2909870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -2909870.750000 Penalty: 5241.832031
	Iteration 54Q: 3 clusters Score -2909871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -2909860.750000 Penalty: 5241.832031
	Iteration 55Q: 3 clusters Score -2909861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -2909868.750000 Penalty: 5241.832031
	Iteration 56Q: 3 clusters Score -2909869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -2909866.750000 Penalty: 5241.832031
	Iteration 57Q: 3 clusters Score -2909867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -2909868.000000 Penalty: 5241.832031
	Iteration 58Q: 3 clusters Score -2909868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -2909870.250000 Penalty: 5241.832031
	Iteration 59Q: 3 clusters Score -2909870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -2909869.750000 Penalty: 5241.832031
	Iteration 60F: 3 clusters Score -2909870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -2909873.750000 Penalty: 5241.832031
	Iteration 61Q: 3 clusters Score -2909874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -2909870.250000 Penalty: 5241.832031
	Iteration 62Q: 3 clusters Score -2909870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -2909870.250000 Penalty: 5241.832031
	Iteration 63Q: 3 clusters Score -2909870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -2909872.250000 Penalty: 5241.832031
	Iteration 64Q: 3 clusters Score -2909872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -2909872.250000 Penalty: 5241.832031
	Iteration 65Q: 3 clusters Score -2909872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -2909872.250000 Penalty: 5241.832031
	Iteration 66Q: 3 clusters Score -2909872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -2909873.750000 Penalty: 5241.832031
	Iteration 67Q: 3 clusters Score -2909874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -2909873.750000 Penalty: 5241.832031
	Iteration 68Q: 3 clusters Score -2909874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -2909874.500000 Penalty: 5241.832031
	Iteration 69Q: 3 clusters Score -2909874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -2909878.500000 Penalty: 5241.832031
	Iteration 70Q: 3 clusters Score -2909878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -2909878.500000 Penalty: 5241.832031
	Iteration 71F: 3 clusters Score -2909878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Entering Unmasked Estep 
Score: -758354.500000 Penalty: 2294.533936
	Iteration 0F: 2 clusters Score -758354.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -750399.250000 Penalty: 4589.067871
	Iteration 0F: 3 clusters Score -750399.2 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -752750.500000 Penalty: 4589.067871
	Iteration 1F: 3 clusters Score -752750.5 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -753108.375000 Penalty: 4589.067871
	Iteration 2F: 3 clusters Score -753108.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -753416.187500 Penalty: 4589.067871
	Iteration 3F: 3 clusters Score -753416.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -753769.812500 Penalty: 4589.067871
	Iteration 4F: 3 clusters Score -753769.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -754199.875000 Penalty: 4589.067871
	Iteration 5F: 3 clusters Score -754199.9 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -754608.375000 Penalty: 4589.067871
	Iteration 6F: 3 clusters Score -754608.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -754959.187500 Penalty: 4589.067871
	Iteration 7Q: 3 clusters Score -754959.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -755265.437500 Penalty: 4589.067871
	Iteration 8Q: 3 clusters Score -755265.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -755509.750000 Penalty: 4589.067871
	Iteration 9Q: 3 clusters Score -755509.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -755727.625000 Penalty: 4589.067871
	Iteration 10Q: 3 clusters Score -755727.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -755921.562500 Penalty: 4589.067871
	Iteration 11Q: 3 clusters Score -755921.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -756076.375000 Penalty: 4589.067871
	Iteration 12Q: 3 clusters Score -756076.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -756171.687500 Penalty: 4589.067871
	Iteration 13Q: 3 clusters Score -756171.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -756240.250000 Penalty: 4589.067871
	Iteration 14Q: 3 clusters Score -756240.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -756292.000000 Penalty: 4589.067871
	Iteration 15Q: 3 clusters Score -756292 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -756331.875000 Penalty: 4589.067871
	Iteration 16Q: 3 clusters Score -756331.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -756364.562500 Penalty: 4589.067871
	Iteration 17Q: 3 clusters Score -756364.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -756390.687500 Penalty: 4589.067871
	Iteration 18Q: 3 clusters Score -756390.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -756411.312500 Penalty: 4589.067871
	Iteration 19Q: 3 clusters Score -756411.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -756421.500000 Penalty: 4589.067871
	Iteration 20F: 3 clusters Score -756421.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -756431.812500 Penalty: 4589.067871
	Iteration 21Q: 3 clusters Score -756431.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -756442.625000 Penalty: 4589.067871
	Iteration 22Q: 3 clusters Score -756442.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -756450.937500 Penalty: 4589.067871
	Iteration 23Q: 3 clusters Score -756450.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -756459.312500 Penalty: 4589.067871
	Iteration 24Q: 3 clusters Score -756459.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -756464.187500 Penalty: 4589.067871
	Iteration 25Q: 3 clusters Score -756464.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -756466.875000 Penalty: 4589.067871
	Iteration 26Q: 3 clusters Score -756466.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -756471.812500 Penalty: 4589.067871
	Iteration 27Q: 3 clusters Score -756471.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -756473.687500 Penalty: 4589.067871
	Iteration 28Q: 3 clusters Score -756473.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -756474.812500 Penalty: 4589.067871
	Iteration 29Q: 3 clusters Score -756474.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -756477.312500 Penalty: 4589.067871
	Iteration 30Q: 3 clusters Score -756477.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -756481.187500 Penalty: 4589.067871
	Iteration 31Q: 3 clusters Score -756481.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -756484.187500 Penalty: 4589.067871
	Iteration 32Q: 3 clusters Score -756484.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -756490.000000 Penalty: 4589.067871
	Iteration 33Q: 3 clusters Score -756490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -756493.812500 Penalty: 4589.067871
	Iteration 34Q: 3 clusters Score -756493.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -756495.375000 Penalty: 4589.067871
	Iteration 35Q: 3 clusters Score -756495.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -756497.937500 Penalty: 4589.067871
	Iteration 36Q: 3 clusters Score -756497.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -756503.562500 Penalty: 4589.067871
	Iteration 37Q: 3 clusters Score -756503.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -756507.687500 Penalty: 4589.067871
	Iteration 38Q: 3 clusters Score -756507.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -756514.375000 Penalty: 4589.067871
	Iteration 39Q: 3 clusters Score -756514.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -756516.812500 Penalty: 4589.067871
	Iteration 40F: 3 clusters Score -756516.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -756523.500000 Penalty: 4589.067871
	Iteration 41Q: 3 clusters Score -756523.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -756527.437500 Penalty: 4589.067871
	Iteration 42Q: 3 clusters Score -756527.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -756530.000000 Penalty: 4589.067871
	Iteration 43Q: 3 clusters Score -756530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -756540.937500 Penalty: 4589.067871
	Iteration 44Q: 3 clusters Score -756540.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -756549.250000 Penalty: 4589.067871
	Iteration 45Q: 3 clusters Score -756549.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -756550.562500 Penalty: 4589.067871
	Iteration 46Q: 3 clusters Score -756550.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -756557.125000 Penalty: 4589.067871
	Iteration 47Q: 3 clusters Score -756557.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -756564.375000 Penalty: 4589.067871
	Iteration 48Q: 3 clusters Score -756564.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -756568.875000 Penalty: 4589.067871
	Iteration 49Q: 3 clusters Score -756568.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -756578.687500 Penalty: 4589.067871
	Iteration 50Q: 3 clusters Score -756578.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -756587.062500 Penalty: 4589.067871
	Iteration 51Q: 3 clusters Score -756587.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -756592.812500 Penalty: 4589.067871
	Iteration 52Q: 3 clusters Score -756592.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -756598.875000 Penalty: 4589.067871
	Iteration 53Q: 3 clusters Score -756598.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -756601.062500 Penalty: 4589.067871
	Iteration 54Q: 3 clusters Score -756601.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -756611.062500 Penalty: 4589.067871
	Iteration 55Q: 3 clusters Score -756611.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -756621.625000 Penalty: 4589.067871
	Iteration 56Q: 3 clusters Score -756621.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -756632.375000 Penalty: 4589.067871
	Iteration 57Q: 3 clusters Score -756632.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -756645.375000 Penalty: 4589.067871
	Iteration 58Q: 3 clusters Score -756645.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -756649.562500 Penalty: 4589.067871
	Iteration 59Q: 3 clusters Score -756649.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -756656.500000 Penalty: 4589.067871
	Iteration 60F: 3 clusters Score -756656.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -756659.312500 Penalty: 4589.067871
	Iteration 61Q: 3 clusters Score -756659.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -756659.562500 Penalty: 4589.067871
	Iteration 62Q: 3 clusters Score -756659.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -756663.000000 Penalty: 4589.067871
	Iteration 63Q: 3 clusters Score -756663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -756665.937500 Penalty: 4589.067871
	Iteration 64Q: 3 clusters Score -756665.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -756665.375000 Penalty: 4589.067871
	Iteration 65Q: 3 clusters Score -756665.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -756667.312500 Penalty: 4589.067871
	Iteration 66Q: 3 clusters Score -756667.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -756667.625000 Penalty: 4589.067871
	Iteration 67Q: 3 clusters Score -756667.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -756668.000000 Penalty: 4589.067871
	Iteration 68Q: 3 clusters Score -756668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -756668.750000 Penalty: 4589.067871
	Iteration 69Q: 3 clusters Score -756668.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -756671.750000 Penalty: 4589.067871
	Iteration 70Q: 3 clusters Score -756671.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -756674.062500 Penalty: 4589.067871
	Iteration 71Q: 3 clusters Score -756674.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -756677.000000 Penalty: 4589.067871
	Iteration 72Q: 3 clusters Score -756677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -756679.875000 Penalty: 4589.067871
	Iteration 73Q: 3 clusters Score -756679.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -756683.312500 Penalty: 4589.067871
	Iteration 74Q: 3 clusters Score -756683.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -756685.625000 Penalty: 4589.067871
	Iteration 75Q: 3 clusters Score -756685.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -756687.625000 Penalty: 4589.067871
	Iteration 76Q: 3 clusters Score -756687.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -756690.375000 Penalty: 4589.067871
	Iteration 77Q: 3 clusters Score -756690.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -756694.562500 Penalty: 4589.067871
	Iteration 78Q: 3 clusters Score -756694.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -756696.437500 Penalty: 4589.067871
	Iteration 79Q: 3 clusters Score -756696.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -756698.437500 Penalty: 4589.067871
	Iteration 80F: 3 clusters Score -756698.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -756698.625000 Penalty: 4589.067871
	Iteration 81Q: 3 clusters Score -756698.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -756699.625000 Penalty: 4589.067871
	Iteration 82Q: 3 clusters Score -756699.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -756700.375000 Penalty: 4589.067871
	Iteration 83Q: 3 clusters Score -756700.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -756700.375000 Penalty: 4589.067871
	Iteration 84F: 3 clusters Score -756700.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Entering Unmasked Estep 
Score: -1077735.500000 Penalty: 2376.209717
	Iteration 0F: 2 clusters Score -1077736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1067131.875000 Penalty: 4752.419434
	Iteration 0F: 3 clusters Score -1067132 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1070631.125000 Penalty: 4752.419434
	Iteration 1F: 3 clusters Score -1070631 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1071425.625000 Penalty: 4752.419434
	Iteration 2F: 3 clusters Score -1071426 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1072139.875000 Penalty: 4752.419434
	Iteration 3F: 3 clusters Score -1072140 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1072755.250000 Penalty: 4752.419434
	Iteration 4F: 3 clusters Score -1072755 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1073414.500000 Penalty: 4752.419434
	Iteration 5F: 3 clusters Score -1073414 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1074067.125000 Penalty: 4752.419434
	Iteration 6F: 3 clusters Score -1074067 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1074687.500000 Penalty: 4752.419434
	Iteration 7F: 3 clusters Score -1074688 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1075233.375000 Penalty: 4752.419434
	Iteration 8Q: 3 clusters Score -1075233 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1075678.875000 Penalty: 4752.419434
	Iteration 9Q: 3 clusters Score -1075679 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1076010.250000 Penalty: 4752.419434
	Iteration 10Q: 3 clusters Score -1076010 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1076242.750000 Penalty: 4752.419434
	Iteration 11Q: 3 clusters Score -1076243 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1076432.125000 Penalty: 4752.419434
	Iteration 12Q: 3 clusters Score -1076432 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1076547.750000 Penalty: 4752.419434
	Iteration 13Q: 3 clusters Score -1076548 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1076615.625000 Penalty: 4752.419434
	Iteration 14Q: 3 clusters Score -1076616 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1076680.750000 Penalty: 4752.419434
	Iteration 15Q: 3 clusters Score -1076681 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1076740.375000 Penalty: 4752.419434
	Iteration 16Q: 3 clusters Score -1076740 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1076781.625000 Penalty: 4752.419434
	Iteration 17Q: 3 clusters Score -1076782 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1076806.625000 Penalty: 4752.419434
	Iteration 18Q: 3 clusters Score -1076807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1076834.125000 Penalty: 4752.419434
	Iteration 19Q: 3 clusters Score -1076834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1076857.875000 Penalty: 4752.419434
	Iteration 20F: 3 clusters Score -1076858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1076882.375000 Penalty: 4752.419434
	Iteration 21Q: 3 clusters Score -1076882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1076903.625000 Penalty: 4752.419434
	Iteration 22Q: 3 clusters Score -1076904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1076925.750000 Penalty: 4752.419434
	Iteration 23Q: 3 clusters Score -1076926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1076951.250000 Penalty: 4752.419434
	Iteration 24Q: 3 clusters Score -1076951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1076977.750000 Penalty: 4752.419434
	Iteration 25Q: 3 clusters Score -1076978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1077012.375000 Penalty: 4752.419434
	Iteration 26Q: 3 clusters Score -1077012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1077044.375000 Penalty: 4752.419434
	Iteration 27Q: 3 clusters Score -1077044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1077066.375000 Penalty: 4752.419434
	Iteration 28Q: 3 clusters Score -1077066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1077074.750000 Penalty: 4752.419434
	Iteration 29Q: 3 clusters Score -1077075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1077079.875000 Penalty: 4752.419434
	Iteration 30Q: 3 clusters Score -1077080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1077085.125000 Penalty: 4752.419434
	Iteration 31Q: 3 clusters Score -1077085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1077085.875000 Penalty: 4752.419434
	Iteration 32Q: 3 clusters Score -1077086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1077090.250000 Penalty: 4752.419434
	Iteration 33Q: 3 clusters Score -1077090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1077091.500000 Penalty: 4752.419434
	Iteration 34Q: 3 clusters Score -1077092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1077091.500000 Penalty: 4752.419434
	Iteration 35Q: 3 clusters Score -1077092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1077091.500000 Penalty: 4752.419434
	Iteration 36F: 3 clusters Score -1077092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (48163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Entering Unmasked Estep 
Score: -3660611.750000 Penalty: 2674.021973
	Iteration 0F: 2 clusters Score -3660612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -3628338.750000 Penalty: 5348.043945
	Iteration 0F: 3 clusters Score -3628339 nChanged 22019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -3640921.500000 Penalty: 5348.043945
	Iteration 1F: 3 clusters Score -3640922 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -3641700.500000 Penalty: 5348.043945
	Iteration 2Q: 3 clusters Score -3641700 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -3642735.750000 Penalty: 5348.043945
	Iteration 3Q: 3 clusters Score -3642736 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -3643983.000000 Penalty: 5348.043945
	Iteration 4F: 3 clusters Score -3643983 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -3645374.500000 Penalty: 5348.043945
	Iteration 5F: 3 clusters Score -3645374 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -3646893.500000 Penalty: 5348.043945
	Iteration 6F: 3 clusters Score -3646894 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -3648475.250000 Penalty: 5348.043945
	Iteration 7F: 3 clusters Score -3648475 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -3650027.750000 Penalty: 5348.043945
	Iteration 8F: 3 clusters Score -3650028 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -3651679.750000 Penalty: 5348.043945
	Iteration 9Q: 3 clusters Score -3651680 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -3653326.500000 Penalty: 5348.043945
	Iteration 10Q: 3 clusters Score -3653326 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -3654732.500000 Penalty: 5348.043945
	Iteration 11Q: 3 clusters Score -3654732 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -3655632.000000 Penalty: 5348.043945
	Iteration 12Q: 3 clusters Score -3655632 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -3656188.750000 Penalty: 5348.043945
	Iteration 13Q: 3 clusters Score -3656189 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -3656537.500000 Penalty: 5348.043945
	Iteration 14Q: 3 clusters Score -3656538 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -3656819.250000 Penalty: 5348.043945
	Iteration 15Q: 3 clusters Score -3656819 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -3657057.750000 Penalty: 5348.043945
	Iteration 16Q: 3 clusters Score -3657058 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -3657229.000000 Penalty: 5348.043945
	Iteration 17Q: 3 clusters Score -3657229 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -3657381.500000 Penalty: 5348.043945
	Iteration 18Q: 3 clusters Score -3657382 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -3657511.750000 Penalty: 5348.043945
	Iteration 19Q: 3 clusters Score -3657512 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 42972 members 
Entering Unmasked Estep 
Score: -3657640.250000 Penalty: 5348.043945
	Iteration 20F: 3 clusters Score -3657640 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -3657764.750000 Penalty: 5348.043945
	Iteration 21Q: 3 clusters Score -3657765 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -3657885.250000 Penalty: 5348.043945
	Iteration 22Q: 3 clusters Score -3657885 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -3657999.000000 Penalty: 5348.043945
	Iteration 23Q: 3 clusters Score -3657999 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -3658081.000000 Penalty: 5348.043945
	Iteration 24Q: 3 clusters Score -3658081 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -3658144.500000 Penalty: 5348.043945
	Iteration 25Q: 3 clusters Score -3658144 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -3658205.500000 Penalty: 5348.043945
	Iteration 26Q: 3 clusters Score -3658206 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -3658269.750000 Penalty: 5348.043945
	Iteration 27Q: 3 clusters Score -3658270 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -3658323.750000 Penalty: 5348.043945
	Iteration 28Q: 3 clusters Score -3658324 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -3658367.500000 Penalty: 5348.043945
	Iteration 29Q: 3 clusters Score -3658368 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -3658417.750000 Penalty: 5348.043945
	Iteration 30Q: 3 clusters Score -3658418 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -3658470.000000 Penalty: 5348.043945
	Iteration 31Q: 3 clusters Score -3658470 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -3658527.250000 Penalty: 5348.043945
	Iteration 32Q: 3 clusters Score -3658527 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -3658583.250000 Penalty: 5348.043945
	Iteration 33Q: 3 clusters Score -3658583 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -3658627.500000 Penalty: 5348.043945
	Iteration 34Q: 3 clusters Score -3658628 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -3658662.500000 Penalty: 5348.043945
	Iteration 35Q: 3 clusters Score -3658662 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -3658690.250000 Penalty: 5348.043945
	Iteration 36Q: 3 clusters Score -3658690 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -3658703.750000 Penalty: 5348.043945
	Iteration 37Q: 3 clusters Score -3658704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -3658715.500000 Penalty: 5348.043945
	Iteration 38Q: 3 clusters Score -3658716 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -3658720.750000 Penalty: 5348.043945
	Iteration 39Q: 3 clusters Score -3658721 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -3658721.250000 Penalty: 5348.043945
	Iteration 40F: 3 clusters Score -3658721 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -3658735.250000 Penalty: 5348.043945
	Iteration 41Q: 3 clusters Score -3658735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -3658743.250000 Penalty: 5348.043945
	Iteration 42Q: 3 clusters Score -3658743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -3658749.250000 Penalty: 5348.043945
	Iteration 43Q: 3 clusters Score -3658749 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -3658762.250000 Penalty: 5348.043945
	Iteration 44Q: 3 clusters Score -3658762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -3658759.750000 Penalty: 5348.043945
	Iteration 45Q: 3 clusters Score -3658760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -3658766.250000 Penalty: 5348.043945
	Iteration 46Q: 3 clusters Score -3658766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -3658776.500000 Penalty: 5348.043945
	Iteration 47Q: 3 clusters Score -3658776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -3658781.250000 Penalty: 5348.043945
	Iteration 48Q: 3 clusters Score -3658781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -3658790.750000 Penalty: 5348.043945
	Iteration 49Q: 3 clusters Score -3658791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -3658783.500000 Penalty: 5348.043945
	Iteration 50Q: 3 clusters Score -3658784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -3658788.000000 Penalty: 5348.043945
	Iteration 51Q: 3 clusters Score -3658788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -3658794.000000 Penalty: 5348.043945
	Iteration 52Q: 3 clusters Score -3658794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -3658797.000000 Penalty: 5348.043945
	Iteration 53Q: 3 clusters Score -3658797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -3658805.750000 Penalty: 5348.043945
	Iteration 54Q: 3 clusters Score -3658806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -3658800.250000 Penalty: 5348.043945
	Iteration 55Q: 3 clusters Score -3658800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -3658802.000000 Penalty: 5348.043945
	Iteration 56Q: 3 clusters Score -3658802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -3658801.250000 Penalty: 5348.043945
	Iteration 57Q: 3 clusters Score -3658801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -3658803.000000 Penalty: 5348.043945
	Iteration 58Q: 3 clusters Score -3658803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -3658803.000000 Penalty: 5348.043945
	Iteration 59F: 3 clusters Score -3658803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Entering Unmasked Estep 
Score: -662189.312500 Penalty: 2259.436523
	Iteration 0F: 2 clusters Score -662189.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -655092.562500 Penalty: 4518.873047
	Iteration 0F: 3 clusters Score -655092.6 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -657156.875000 Penalty: 4518.873047
	Iteration 1F: 3 clusters Score -657156.9 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -657717.750000 Penalty: 4518.873047
	Iteration 2F: 3 clusters Score -657717.8 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -658303.562500 Penalty: 4518.873047
	Iteration 3F: 3 clusters Score -658303.6 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -658829.500000 Penalty: 4518.873047
	Iteration 4F: 3 clusters Score -658829.5 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -659307.062500 Penalty: 4518.873047
	Iteration 5F: 3 clusters Score -659307.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -659709.500000 Penalty: 4518.873047
	Iteration 6F: 3 clusters Score -659709.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -660057.687500 Penalty: 4518.873047
	Iteration 7F: 3 clusters Score -660057.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -660319.500000 Penalty: 4518.873047
	Iteration 8Q: 3 clusters Score -660319.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -660542.062500 Penalty: 4518.873047
	Iteration 9Q: 3 clusters Score -660542.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -660719.750000 Penalty: 4518.873047
	Iteration 10Q: 3 clusters Score -660719.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -660840.750000 Penalty: 4518.873047
	Iteration 11Q: 3 clusters Score -660840.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -660934.687500 Penalty: 4518.873047
	Iteration 12Q: 3 clusters Score -660934.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -661015.750000 Penalty: 4518.873047
	Iteration 13Q: 3 clusters Score -661015.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -661086.437500 Penalty: 4518.873047
	Iteration 14Q: 3 clusters Score -661086.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -661154.250000 Penalty: 4518.873047
	Iteration 15Q: 3 clusters Score -661154.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -661220.750000 Penalty: 4518.873047
	Iteration 16Q: 3 clusters Score -661220.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -661286.875000 Penalty: 4518.873047
	Iteration 17Q: 3 clusters Score -661286.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -661342.937500 Penalty: 4518.873047
	Iteration 18Q: 3 clusters Score -661342.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -661383.625000 Penalty: 4518.873047
	Iteration 19Q: 3 clusters Score -661383.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -661409.562500 Penalty: 4518.873047
	Iteration 20F: 3 clusters Score -661409.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -661427.250000 Penalty: 4518.873047
	Iteration 21Q: 3 clusters Score -661427.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -661439.187500 Penalty: 4518.873047
	Iteration 22Q: 3 clusters Score -661439.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -661454.500000 Penalty: 4518.873047
	Iteration 23Q: 3 clusters Score -661454.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -661466.812500 Penalty: 4518.873047
	Iteration 24Q: 3 clusters Score -661466.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -661477.250000 Penalty: 4518.873047
	Iteration 25Q: 3 clusters Score -661477.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -661485.000000 Penalty: 4518.873047
	Iteration 26Q: 3 clusters Score -661485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -661501.687500 Penalty: 4518.873047
	Iteration 27Q: 3 clusters Score -661501.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -661515.375000 Penalty: 4518.873047
	Iteration 28Q: 3 clusters Score -661515.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -661527.312500 Penalty: 4518.873047
	Iteration 29Q: 3 clusters Score -661527.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -661540.125000 Penalty: 4518.873047
	Iteration 30Q: 3 clusters Score -661540.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -661543.312500 Penalty: 4518.873047
	Iteration 31Q: 3 clusters Score -661543.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -661545.937500 Penalty: 4518.873047
	Iteration 32Q: 3 clusters Score -661545.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -661551.562500 Penalty: 4518.873047
	Iteration 33Q: 3 clusters Score -661551.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -661556.687500 Penalty: 4518.873047
	Iteration 34Q: 3 clusters Score -661556.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -661565.437500 Penalty: 4518.873047
	Iteration 35Q: 3 clusters Score -661565.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -661571.625000 Penalty: 4518.873047
	Iteration 36Q: 3 clusters Score -661571.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -661578.687500 Penalty: 4518.873047
	Iteration 37Q: 3 clusters Score -661578.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -661586.812500 Penalty: 4518.873047
	Iteration 38Q: 3 clusters Score -661586.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -661596.625000 Penalty: 4518.873047
	Iteration 39Q: 3 clusters Score -661596.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -661599.812500 Penalty: 4518.873047
	Iteration 40F: 3 clusters Score -661599.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -661604.750000 Penalty: 4518.873047
	Iteration 41Q: 3 clusters Score -661604.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -661608.875000 Penalty: 4518.873047
	Iteration 42Q: 3 clusters Score -661608.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -661612.500000 Penalty: 4518.873047
	Iteration 43Q: 3 clusters Score -661612.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -661616.062500 Penalty: 4518.873047
	Iteration 44Q: 3 clusters Score -661616.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -661617.625000 Penalty: 4518.873047
	Iteration 45Q: 3 clusters Score -661617.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -661624.375000 Penalty: 4518.873047
	Iteration 46Q: 3 clusters Score -661624.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -661627.437500 Penalty: 4518.873047
	Iteration 47Q: 3 clusters Score -661627.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -661631.062500 Penalty: 4518.873047
	Iteration 48Q: 3 clusters Score -661631.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -661635.187500 Penalty: 4518.873047
	Iteration 49Q: 3 clusters Score -661635.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -661639.937500 Penalty: 4518.873047
	Iteration 50Q: 3 clusters Score -661639.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -661642.687500 Penalty: 4518.873047
	Iteration 51Q: 3 clusters Score -661642.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -661648.812500 Penalty: 4518.873047
	Iteration 52Q: 3 clusters Score -661648.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -661652.437500 Penalty: 4518.873047
	Iteration 53Q: 3 clusters Score -661652.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -661655.625000 Penalty: 4518.873047
	Iteration 54Q: 3 clusters Score -661655.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -661656.187500 Penalty: 4518.873047
	Iteration 55Q: 3 clusters Score -661656.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -661663.500000 Penalty: 4518.873047
	Iteration 56Q: 3 clusters Score -661663.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -661663.687500 Penalty: 4518.873047
	Iteration 57Q: 3 clusters Score -661663.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -661663.937500 Penalty: 4518.873047
	Iteration 58Q: 3 clusters Score -661663.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -661666.437500 Penalty: 4518.873047
	Iteration 59Q: 3 clusters Score -661666.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -661669.000000 Penalty: 4518.873047
	Iteration 60F: 3 clusters Score -661669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -661668.875000 Penalty: 4518.873047
	Iteration 61Q: 3 clusters Score -661668.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -661668.875000 Penalty: 4518.873047
	Iteration 62F: 3 clusters Score -661668.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Entering Unmasked Estep 
Score: -1197970.250000 Penalty: 2432.348633
	Iteration 0F: 2 clusters Score -1197970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1185204.375000 Penalty: 4864.697266
	Iteration 0F: 3 clusters Score -1185204 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1189529.375000 Penalty: 4864.697266
	Iteration 1F: 3 clusters Score -1189529 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1189955.750000 Penalty: 4864.697266
	Iteration 2F: 3 clusters Score -1189956 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1190317.625000 Penalty: 4864.697266
	Iteration 3Q: 3 clusters Score -1190318 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1190652.250000 Penalty: 4864.697266
	Iteration 4Q: 3 clusters Score -1190652 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1190975.375000 Penalty: 4864.697266
	Iteration 5Q: 3 clusters Score -1190975 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1191309.875000 Penalty: 4864.697266
	Iteration 6Q: 3 clusters Score -1191310 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1191697.500000 Penalty: 4864.697266
	Iteration 7Q: 3 clusters Score -1191698 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1192066.000000 Penalty: 4864.697266
	Iteration 8Q: 3 clusters Score -1192066 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1192378.250000 Penalty: 4864.697266
	Iteration 9Q: 3 clusters Score -1192378 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1192627.875000 Penalty: 4864.697266
	Iteration 10Q: 3 clusters Score -1192628 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1192806.625000 Penalty: 4864.697266
	Iteration 11Q: 3 clusters Score -1192807 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1192969.875000 Penalty: 4864.697266
	Iteration 12Q: 3 clusters Score -1192970 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1193110.500000 Penalty: 4864.697266
	Iteration 13Q: 3 clusters Score -1193110 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1193216.250000 Penalty: 4864.697266
	Iteration 14Q: 3 clusters Score -1193216 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1193329.250000 Penalty: 4864.697266
	Iteration 15Q: 3 clusters Score -1193329 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1193423.875000 Penalty: 4864.697266
	Iteration 16Q: 3 clusters Score -1193424 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1193532.000000 Penalty: 4864.697266
	Iteration 17Q: 3 clusters Score -1193532 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1193634.000000 Penalty: 4864.697266
	Iteration 18Q: 3 clusters Score -1193634 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1193724.875000 Penalty: 4864.697266
	Iteration 19Q: 3 clusters Score -1193725 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1193833.375000 Penalty: 4864.697266
	Iteration 20F: 3 clusters Score -1193833 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1193951.750000 Penalty: 4864.697266
	Iteration 21Q: 3 clusters Score -1193952 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1194072.625000 Penalty: 4864.697266
	Iteration 22Q: 3 clusters Score -1194073 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1194206.875000 Penalty: 4864.697266
	Iteration 23Q: 3 clusters Score -1194207 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1194357.500000 Penalty: 4864.697266
	Iteration 24Q: 3 clusters Score -1194358 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1194509.125000 Penalty: 4864.697266
	Iteration 25Q: 3 clusters Score -1194509 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1194643.625000 Penalty: 4864.697266
	Iteration 26Q: 3 clusters Score -1194644 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1194741.500000 Penalty: 4864.697266
	Iteration 27Q: 3 clusters Score -1194742 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1194824.250000 Penalty: 4864.697266
	Iteration 28Q: 3 clusters Score -1194824 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1194897.375000 Penalty: 4864.697266
	Iteration 29Q: 3 clusters Score -1194897 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1194956.875000 Penalty: 4864.697266
	Iteration 30Q: 3 clusters Score -1194957 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1194999.000000 Penalty: 4864.697266
	Iteration 31Q: 3 clusters Score -1194999 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1195030.875000 Penalty: 4864.697266
	Iteration 32Q: 3 clusters Score -1195031 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1195058.750000 Penalty: 4864.697266
	Iteration 33Q: 3 clusters Score -1195059 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1195084.500000 Penalty: 4864.697266
	Iteration 34Q: 3 clusters Score -1195084 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1195105.500000 Penalty: 4864.697266
	Iteration 35Q: 3 clusters Score -1195106 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1195135.000000 Penalty: 4864.697266
	Iteration 36Q: 3 clusters Score -1195135 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1195157.750000 Penalty: 4864.697266
	Iteration 37Q: 3 clusters Score -1195158 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1195185.250000 Penalty: 4864.697266
	Iteration 38Q: 3 clusters Score -1195185 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1195224.625000 Penalty: 4864.697266
	Iteration 39Q: 3 clusters Score -1195225 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1195256.750000 Penalty: 4864.697266
	Iteration 40F: 3 clusters Score -1195257 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1195291.375000 Penalty: 4864.697266
	Iteration 41Q: 3 clusters Score -1195291 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1195329.125000 Penalty: 4864.697266
	Iteration 42Q: 3 clusters Score -1195329 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1195363.750000 Penalty: 4864.697266
	Iteration 43Q: 3 clusters Score -1195364 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1195407.125000 Penalty: 4864.697266
	Iteration 44Q: 3 clusters Score -1195407 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1195452.375000 Penalty: 4864.697266
	Iteration 45Q: 3 clusters Score -1195452 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1195482.375000 Penalty: 4864.697266
	Iteration 46Q: 3 clusters Score -1195482 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1195510.250000 Penalty: 4864.697266
	Iteration 47Q: 3 clusters Score -1195510 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1195545.500000 Penalty: 4864.697266
	Iteration 48Q: 3 clusters Score -1195546 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1195574.875000 Penalty: 4864.697266
	Iteration 49Q: 3 clusters Score -1195575 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1195609.375000 Penalty: 4864.697266
	Iteration 50Q: 3 clusters Score -1195609 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1195652.250000 Penalty: 4864.697266
	Iteration 51Q: 3 clusters Score -1195652 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1195677.500000 Penalty: 4864.697266
	Iteration 52Q: 3 clusters Score -1195678 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1195702.000000 Penalty: 4864.697266
	Iteration 53Q: 3 clusters Score -1195702 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1195738.625000 Penalty: 4864.697266
	Iteration 54Q: 3 clusters Score -1195739 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1195776.250000 Penalty: 4864.697266
	Iteration 55Q: 3 clusters Score -1195776 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1195809.250000 Penalty: 4864.697266
	Iteration 56Q: 3 clusters Score -1195809 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1195842.125000 Penalty: 4864.697266
	Iteration 57Q: 3 clusters Score -1195842 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1195879.625000 Penalty: 4864.697266
	Iteration 58Q: 3 clusters Score -1195880 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1195920.625000 Penalty: 4864.697266
	Iteration 59Q: 3 clusters Score -1195921 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1195953.125000 Penalty: 4864.697266
	Iteration 60F: 3 clusters Score -1195953 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1195995.125000 Penalty: 4864.697266
	Iteration 61Q: 3 clusters Score -1195995 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1196028.125000 Penalty: 4864.697266
	Iteration 62Q: 3 clusters Score -1196028 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1196063.000000 Penalty: 4864.697266
	Iteration 63Q: 3 clusters Score -1196063 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1196089.750000 Penalty: 4864.697266
	Iteration 64Q: 3 clusters Score -1196090 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1196116.000000 Penalty: 4864.697266
	Iteration 65Q: 3 clusters Score -1196116 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1196140.375000 Penalty: 4864.697266
	Iteration 66Q: 3 clusters Score -1196140 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1196164.375000 Penalty: 4864.697266
	Iteration 67Q: 3 clusters Score -1196164 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1196186.500000 Penalty: 4864.697266
	Iteration 68Q: 3 clusters Score -1196186 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1196205.500000 Penalty: 4864.697266
	Iteration 69Q: 3 clusters Score -1196206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1196222.875000 Penalty: 4864.697266
	Iteration 70Q: 3 clusters Score -1196223 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1196233.375000 Penalty: 4864.697266
	Iteration 71Q: 3 clusters Score -1196233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1196242.750000 Penalty: 4864.697266
	Iteration 72Q: 3 clusters Score -1196243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1196244.875000 Penalty: 4864.697266
	Iteration 73Q: 3 clusters Score -1196245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1196249.125000 Penalty: 4864.697266
	Iteration 74Q: 3 clusters Score -1196249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1196251.250000 Penalty: 4864.697266
	Iteration 75Q: 3 clusters Score -1196251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1196259.125000 Penalty: 4864.697266
	Iteration 76Q: 3 clusters Score -1196259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1196258.625000 Penalty: 4864.697266
	Iteration 77Q: 3 clusters Score -1196259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1196262.375000 Penalty: 4864.697266
	Iteration 78Q: 3 clusters Score -1196262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1196264.250000 Penalty: 4864.697266
	Iteration 79Q: 3 clusters Score -1196264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1196269.250000 Penalty: 4864.697266
	Iteration 80F: 3 clusters Score -1196269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1196271.500000 Penalty: 4864.697266
	Iteration 81Q: 3 clusters Score -1196272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1196272.375000 Penalty: 4864.697266
	Iteration 82Q: 3 clusters Score -1196272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1196274.625000 Penalty: 4864.697266
	Iteration 83Q: 3 clusters Score -1196275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1196278.125000 Penalty: 4864.697266
	Iteration 84Q: 3 clusters Score -1196278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1196282.750000 Penalty: 4864.697266
	Iteration 85Q: 3 clusters Score -1196283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1196281.375000 Penalty: 4864.697266
	Iteration 86Q: 3 clusters Score -1196281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1196284.250000 Penalty: 4864.697266
	Iteration 87Q: 3 clusters Score -1196284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1196285.000000 Penalty: 4864.697266
	Iteration 88Q: 3 clusters Score -1196285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1196285.500000 Penalty: 4864.697266
	Iteration 89Q: 3 clusters Score -1196286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1196289.375000 Penalty: 4864.697266
	Iteration 90Q: 3 clusters Score -1196289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1196291.875000 Penalty: 4864.697266
	Iteration 91Q: 3 clusters Score -1196292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1196292.875000 Penalty: 4864.697266
	Iteration 92Q: 3 clusters Score -1196293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1196295.125000 Penalty: 4864.697266
	Iteration 93Q: 3 clusters Score -1196295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1196296.500000 Penalty: 4864.697266
	Iteration 94Q: 3 clusters Score -1196296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1196298.625000 Penalty: 4864.697266
	Iteration 95Q: 3 clusters Score -1196299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1196301.500000 Penalty: 4864.697266
	Iteration 96Q: 3 clusters Score -1196302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1196299.750000 Penalty: 4864.697266
	Iteration 97Q: 3 clusters Score -1196300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1196301.750000 Penalty: 4864.697266
	Iteration 98Q: 3 clusters Score -1196302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1196299.375000 Penalty: 4864.697266
	Iteration 99Q: 3 clusters Score -1196299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1196304.250000 Penalty: 4864.697266
	Iteration 100F: 3 clusters Score -1196304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1196302.500000 Penalty: 4864.697266
	Iteration 101Q: 3 clusters Score -1196302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1196303.125000 Penalty: 4864.697266
	Iteration 102Q: 3 clusters Score -1196303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1196304.250000 Penalty: 4864.697266
	Iteration 103Q: 3 clusters Score -1196304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1196306.000000 Penalty: 4864.697266
	Iteration 104Q: 3 clusters Score -1196306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1196305.250000 Penalty: 4864.697266
	Iteration 105Q: 3 clusters Score -1196305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1196305.250000 Penalty: 4864.697266
	Iteration 106F: 3 clusters Score -1196305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Entering Unmasked Estep 
Score: -357244.625000 Penalty: 2111.916504
	Iteration 0F: 2 clusters Score -357244.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -352729.062500 Penalty: 4223.833008
	Iteration 0F: 3 clusters Score -352729.1 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -353824.812500 Penalty: 4223.833008
	Iteration 1F: 3 clusters Score -353824.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -354035.031250 Penalty: 4223.833008
	Iteration 2F: 3 clusters Score -354035 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -354195.468750 Penalty: 4223.833008
	Iteration 3F: 3 clusters Score -354195.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -354318.687500 Penalty: 4223.833008
	Iteration 4Q: 3 clusters Score -354318.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -354440.125000 Penalty: 4223.833008
	Iteration 5Q: 3 clusters Score -354440.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -354579.625000 Penalty: 4223.833008
	Iteration 6Q: 3 clusters Score -354579.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -354757.531250 Penalty: 4223.833008
	Iteration 7Q: 3 clusters Score -354757.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -355005.000000 Penalty: 4223.833008
	Iteration 8Q: 3 clusters Score -355005 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -355303.375000 Penalty: 4223.833008
	Iteration 9F: 3 clusters Score -355303.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -355586.718750 Penalty: 4223.833008
	Iteration 10F: 3 clusters Score -355586.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -355810.250000 Penalty: 4223.833008
	Iteration 11Q: 3 clusters Score -355810.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -355973.062500 Penalty: 4223.833008
	Iteration 12Q: 3 clusters Score -355973.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -356088.375000 Penalty: 4223.833008
	Iteration 13Q: 3 clusters Score -356088.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -356165.625000 Penalty: 4223.833008
	Iteration 14Q: 3 clusters Score -356165.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -356200.781250 Penalty: 4223.833008
	Iteration 15Q: 3 clusters Score -356200.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -356226.437500 Penalty: 4223.833008
	Iteration 16Q: 3 clusters Score -356226.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -356252.218750 Penalty: 4223.833008
	Iteration 17Q: 3 clusters Score -356252.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -356270.250000 Penalty: 4223.833008
	Iteration 18Q: 3 clusters Score -356270.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -356283.781250 Penalty: 4223.833008
	Iteration 19Q: 3 clusters Score -356283.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -356296.875000 Penalty: 4223.833008
	Iteration 20F: 3 clusters Score -356296.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -356306.687500 Penalty: 4223.833008
	Iteration 21Q: 3 clusters Score -356306.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -356312.562500 Penalty: 4223.833008
	Iteration 22Q: 3 clusters Score -356312.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -356317.718750 Penalty: 4223.833008
	Iteration 23Q: 3 clusters Score -356317.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -356322.281250 Penalty: 4223.833008
	Iteration 24Q: 3 clusters Score -356322.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -356326.093750 Penalty: 4223.833008
	Iteration 25Q: 3 clusters Score -356326.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -356328.562500 Penalty: 4223.833008
	Iteration 26Q: 3 clusters Score -356328.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -356331.375000 Penalty: 4223.833008
	Iteration 27Q: 3 clusters Score -356331.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -356333.062500 Penalty: 4223.833008
	Iteration 28Q: 3 clusters Score -356333.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -356337.750000 Penalty: 4223.833008
	Iteration 29Q: 3 clusters Score -356337.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -356342.281250 Penalty: 4223.833008
	Iteration 30Q: 3 clusters Score -356342.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -356344.906250 Penalty: 4223.833008
	Iteration 31Q: 3 clusters Score -356344.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -356346.656250 Penalty: 4223.833008
	Iteration 32Q: 3 clusters Score -356346.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -356349.500000 Penalty: 4223.833008
	Iteration 33Q: 3 clusters Score -356349.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -356353.281250 Penalty: 4223.833008
	Iteration 34Q: 3 clusters Score -356353.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -356358.000000 Penalty: 4223.833008
	Iteration 35Q: 3 clusters Score -356358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -356362.437500 Penalty: 4223.833008
	Iteration 36Q: 3 clusters Score -356362.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -356365.937500 Penalty: 4223.833008
	Iteration 37Q: 3 clusters Score -356365.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -356369.125000 Penalty: 4223.833008
	Iteration 38Q: 3 clusters Score -356369.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -356371.093750 Penalty: 4223.833008
	Iteration 39Q: 3 clusters Score -356371.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -356374.406250 Penalty: 4223.833008
	Iteration 40F: 3 clusters Score -356374.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -356377.000000 Penalty: 4223.833008
	Iteration 41Q: 3 clusters Score -356377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -356379.468750 Penalty: 4223.833008
	Iteration 42Q: 3 clusters Score -356379.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -356381.812500 Penalty: 4223.833008
	Iteration 43Q: 3 clusters Score -356381.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -356382.375000 Penalty: 4223.833008
	Iteration 44Q: 3 clusters Score -356382.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -356382.375000 Penalty: 4223.833008
	Iteration 45F: 3 clusters Score -356382.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Entering Unmasked Estep 
Score: -99134.742188 Penalty: 1806.975586
	Iteration 0F: 2 clusters Score -99134.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -96848.195312 Penalty: 3613.951172
	Iteration 0F: 3 clusters Score -96848.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -97197.210938 Penalty: 3613.951172
	Iteration 1F: 3 clusters Score -97197.21 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -97311.953125 Penalty: 3613.951172
	Iteration 2F: 3 clusters Score -97311.95 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -97380.234375 Penalty: 3613.951172
	Iteration 3Q: 3 clusters Score -97380.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -97431.453125 Penalty: 3613.951172
	Iteration 4Q: 3 clusters Score -97431.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -97480.546875 Penalty: 3613.951172
	Iteration 5Q: 3 clusters Score -97480.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -97533.789062 Penalty: 3613.951172
	Iteration 6Q: 3 clusters Score -97533.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -97589.007812 Penalty: 3613.951172
	Iteration 7Q: 3 clusters Score -97589.01 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -97659.703125 Penalty: 3613.951172
	Iteration 8Q: 3 clusters Score -97659.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -97779.093750 Penalty: 3613.951172
	Iteration 9Q: 3 clusters Score -97779.09 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -98072.046875 Penalty: 3613.951172
	Iteration 10Q: 3 clusters Score -98072.05 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -98393.968750 Penalty: 3613.951172
	Iteration 11Q: 3 clusters Score -98393.97 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -98527.257812 Penalty: 3613.951172
	Iteration 12F: 3 clusters Score -98527.26 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -98632.000000 Penalty: 3613.951172
	Iteration 13Q: 3 clusters Score -98632 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -98703.984375 Penalty: 3613.951172
	Iteration 14Q: 3 clusters Score -98703.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -98748.976562 Penalty: 3613.951172
	Iteration 15Q: 3 clusters Score -98748.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -98781.968750 Penalty: 3613.951172
	Iteration 16Q: 3 clusters Score -98781.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -98794.507812 Penalty: 3613.951172
	Iteration 17Q: 3 clusters Score -98794.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -98805.851562 Penalty: 3613.951172
	Iteration 18Q: 3 clusters Score -98805.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -98818.000000 Penalty: 3613.951172
	Iteration 19Q: 3 clusters Score -98818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -98821.242188 Penalty: 3613.951172
	Iteration 20F: 3 clusters Score -98821.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -98838.914062 Penalty: 3613.951172
	Iteration 21Q: 3 clusters Score -98838.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -98844.187500 Penalty: 3613.951172
	Iteration 22Q: 3 clusters Score -98844.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -98847.796875 Penalty: 3613.951172
	Iteration 23Q: 3 clusters Score -98847.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -98850.742188 Penalty: 3613.951172
	Iteration 24Q: 3 clusters Score -98850.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -98852.695312 Penalty: 3613.951172
	Iteration 25Q: 3 clusters Score -98852.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -98853.078125 Penalty: 3613.951172
	Iteration 26Q: 3 clusters Score -98853.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -98854.093750 Penalty: 3613.951172
	Iteration 27Q: 3 clusters Score -98854.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -98854.828125 Penalty: 3613.951172
	Iteration 28Q: 3 clusters Score -98854.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -98854.828125 Penalty: 3613.951172
	Iteration 29F: 3 clusters Score -98854.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Entering Unmasked Estep 
Score: -2059950.000000 Penalty: 2535.653809
	Iteration 0F: 2 clusters Score -2059950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2041004.750000 Penalty: 5071.307617
	Iteration 0F: 3 clusters Score -2041005 nChanged 12380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2047645.875000 Penalty: 5071.307617
	Iteration 1F: 3 clusters Score -2047646 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2048009.500000 Penalty: 5071.307617
	Iteration 2Q: 3 clusters Score -2048010 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2048345.750000 Penalty: 5071.307617
	Iteration 3Q: 3 clusters Score -2048346 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2048675.500000 Penalty: 5071.307617
	Iteration 4Q: 3 clusters Score -2048676 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2049084.625000 Penalty: 5071.307617
	Iteration 5Q: 3 clusters Score -2049085 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2049654.250000 Penalty: 5071.307617
	Iteration 6Q: 3 clusters Score -2049654 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2050496.625000 Penalty: 5071.307617
	Iteration 7F: 3 clusters Score -2050497 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2051677.625000 Penalty: 5071.307617
	Iteration 8F: 3 clusters Score -2051678 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2053182.375000 Penalty: 5071.307617
	Iteration 9F: 3 clusters Score -2053182 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2054715.375000 Penalty: 5071.307617
	Iteration 10F: 3 clusters Score -2054715 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2055947.750000 Penalty: 5071.307617
	Iteration 11Q: 3 clusters Score -2055948 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2056739.625000 Penalty: 5071.307617
	Iteration 12Q: 3 clusters Score -2056740 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2057196.250000 Penalty: 5071.307617
	Iteration 13Q: 3 clusters Score -2057196 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2057465.625000 Penalty: 5071.307617
	Iteration 14Q: 3 clusters Score -2057466 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2057593.750000 Penalty: 5071.307617
	Iteration 15Q: 3 clusters Score -2057594 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2057669.750000 Penalty: 5071.307617
	Iteration 16Q: 3 clusters Score -2057670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2057704.750000 Penalty: 5071.307617
	Iteration 17Q: 3 clusters Score -2057705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2057723.500000 Penalty: 5071.307617
	Iteration 18Q: 3 clusters Score -2057724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2057736.500000 Penalty: 5071.307617
	Iteration 19Q: 3 clusters Score -2057736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2057747.500000 Penalty: 5071.307617
	Iteration 20F: 3 clusters Score -2057748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2057761.500000 Penalty: 5071.307617
	Iteration 21Q: 3 clusters Score -2057762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2057777.000000 Penalty: 5071.307617
	Iteration 22Q: 3 clusters Score -2057777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2057784.250000 Penalty: 5071.307617
	Iteration 23Q: 3 clusters Score -2057784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2057790.000000 Penalty: 5071.307617
	Iteration 24Q: 3 clusters Score -2057790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2057795.375000 Penalty: 5071.307617
	Iteration 25Q: 3 clusters Score -2057795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2057794.375000 Penalty: 5071.307617
	Iteration 26Q: 3 clusters Score -2057794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2057795.250000 Penalty: 5071.307617
	Iteration 27Q: 3 clusters Score -2057795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2057796.875000 Penalty: 5071.307617
	Iteration 28Q: 3 clusters Score -2057797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2057800.375000 Penalty: 5071.307617
	Iteration 29Q: 3 clusters Score -2057800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2057796.750000 Penalty: 5071.307617
	Iteration 30Q: 3 clusters Score -2057797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2057797.875000 Penalty: 5071.307617
	Iteration 31Q: 3 clusters Score -2057798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2057797.875000 Penalty: 5071.307617
	Iteration 32F: 3 clusters Score -2057798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Entering Unmasked Estep 
Score: -326455.718750 Penalty: 2083.028809
	Iteration 0F: 2 clusters Score -326455.7 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 2237 members 
Entering Unmasked Estep 
Score: -322283.875000 Penalty: 4166.057617
	Iteration 0F: 3 clusters Score -322283.9 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -323162.312500 Penalty: 4166.057617
	Iteration 1F: 3 clusters Score -323162.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -323383.562500 Penalty: 4166.057617
	Iteration 2F: 3 clusters Score -323383.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -323529.312500 Penalty: 4166.057617
	Iteration 3F: 3 clusters Score -323529.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -323650.250000 Penalty: 4166.057617
	Iteration 4Q: 3 clusters Score -323650.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -323767.062500 Penalty: 4166.057617
	Iteration 5Q: 3 clusters Score -323767.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -323873.093750 Penalty: 4166.057617
	Iteration 6Q: 3 clusters Score -323873.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -323991.781250 Penalty: 4166.057617
	Iteration 7Q: 3 clusters Score -323991.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -324106.750000 Penalty: 4166.057617
	Iteration 8Q: 3 clusters Score -324106.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -324212.781250 Penalty: 4166.057617
	Iteration 9Q: 3 clusters Score -324212.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -324287.312500 Penalty: 4166.057617
	Iteration 10Q: 3 clusters Score -324287.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -324335.593750 Penalty: 4166.057617
	Iteration 11Q: 3 clusters Score -324335.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -324380.031250 Penalty: 4166.057617
	Iteration 12Q: 3 clusters Score -324380 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -324419.968750 Penalty: 4166.057617
	Iteration 13Q: 3 clusters Score -324420 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -324453.843750 Penalty: 4166.057617
	Iteration 14Q: 3 clusters Score -324453.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -324480.531250 Penalty: 4166.057617
	Iteration 15Q: 3 clusters Score -324480.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -324502.343750 Penalty: 4166.057617
	Iteration 16Q: 3 clusters Score -324502.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -324516.156250 Penalty: 4166.057617
	Iteration 17Q: 3 clusters Score -324516.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -324527.156250 Penalty: 4166.057617
	Iteration 18Q: 3 clusters Score -324527.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -324535.562500 Penalty: 4166.057617
	Iteration 19Q: 3 clusters Score -324535.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -324543.218750 Penalty: 4166.057617
	Iteration 20F: 3 clusters Score -324543.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -324558.718750 Penalty: 4166.057617
	Iteration 21Q: 3 clusters Score -324558.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -324569.500000 Penalty: 4166.057617
	Iteration 22Q: 3 clusters Score -324569.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -324580.437500 Penalty: 4166.057617
	Iteration 23Q: 3 clusters Score -324580.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -324589.468750 Penalty: 4166.057617
	Iteration 24Q: 3 clusters Score -324589.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -324598.281250 Penalty: 4166.057617
	Iteration 25Q: 3 clusters Score -324598.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -324606.156250 Penalty: 4166.057617
	Iteration 26Q: 3 clusters Score -324606.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -324615.156250 Penalty: 4166.057617
	Iteration 27Q: 3 clusters Score -324615.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -324626.437500 Penalty: 4166.057617
	Iteration 28Q: 3 clusters Score -324626.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -324636.218750 Penalty: 4166.057617
	Iteration 29Q: 3 clusters Score -324636.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -324644.625000 Penalty: 4166.057617
	Iteration 30Q: 3 clusters Score -324644.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -324652.968750 Penalty: 4166.057617
	Iteration 31Q: 3 clusters Score -324653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -324663.343750 Penalty: 4166.057617
	Iteration 32Q: 3 clusters Score -324663.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -324676.250000 Penalty: 4166.057617
	Iteration 33Q: 3 clusters Score -324676.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -324697.937500 Penalty: 4166.057617
	Iteration 34Q: 3 clusters Score -324697.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -324718.937500 Penalty: 4166.057617
	Iteration 35Q: 3 clusters Score -324718.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -324738.750000 Penalty: 4166.057617
	Iteration 36Q: 3 clusters Score -324738.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -324754.781250 Penalty: 4166.057617
	Iteration 37Q: 3 clusters Score -324754.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -324770.187500 Penalty: 4166.057617
	Iteration 38Q: 3 clusters Score -324770.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -324794.343750 Penalty: 4166.057617
	Iteration 39Q: 3 clusters Score -324794.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -324811.687500 Penalty: 4166.057617
	Iteration 40F: 3 clusters Score -324811.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -324828.281250 Penalty: 4166.057617
	Iteration 41Q: 3 clusters Score -324828.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -324844.125000 Penalty: 4166.057617
	Iteration 42Q: 3 clusters Score -324844.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -324859.000000 Penalty: 4166.057617
	Iteration 43Q: 3 clusters Score -324859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -324869.656250 Penalty: 4166.057617
	Iteration 44Q: 3 clusters Score -324869.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -324880.593750 Penalty: 4166.057617
	Iteration 45Q: 3 clusters Score -324880.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -324892.500000 Penalty: 4166.057617
	Iteration 46Q: 3 clusters Score -324892.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -324901.437500 Penalty: 4166.057617
	Iteration 47Q: 3 clusters Score -324901.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -324909.062500 Penalty: 4166.057617
	Iteration 48Q: 3 clusters Score -324909.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -324920.750000 Penalty: 4166.057617
	Iteration 49Q: 3 clusters Score -324920.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -324935.625000 Penalty: 4166.057617
	Iteration 50Q: 3 clusters Score -324935.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -324944.343750 Penalty: 4166.057617
	Iteration 51Q: 3 clusters Score -324944.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -324948.750000 Penalty: 4166.057617
	Iteration 52Q: 3 clusters Score -324948.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -324954.875000 Penalty: 4166.057617
	Iteration 53Q: 3 clusters Score -324954.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -324957.531250 Penalty: 4166.057617
	Iteration 54Q: 3 clusters Score -324957.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -324961.000000 Penalty: 4166.057617
	Iteration 55Q: 3 clusters Score -324961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -324963.343750 Penalty: 4166.057617
	Iteration 56Q: 3 clusters Score -324963.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -324966.843750 Penalty: 4166.057617
	Iteration 57Q: 3 clusters Score -324966.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -324969.843750 Penalty: 4166.057617
	Iteration 58Q: 3 clusters Score -324969.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -324973.500000 Penalty: 4166.057617
	Iteration 59Q: 3 clusters Score -324973.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -324974.593750 Penalty: 4166.057617
	Iteration 60F: 3 clusters Score -324974.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -324976.593750 Penalty: 4166.057617
	Iteration 61Q: 3 clusters Score -324976.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -324977.218750 Penalty: 4166.057617
	Iteration 62Q: 3 clusters Score -324977.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -324979.625000 Penalty: 4166.057617
	Iteration 63Q: 3 clusters Score -324979.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -324982.781250 Penalty: 4166.057617
	Iteration 64Q: 3 clusters Score -324982.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -324984.031250 Penalty: 4166.057617
	Iteration 65Q: 3 clusters Score -324984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -324984.468750 Penalty: 4166.057617
	Iteration 66Q: 3 clusters Score -324984.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -324984.468750 Penalty: 4166.057617
	Iteration 67F: 3 clusters Score -324984.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -166064.156250 Penalty: 1985.248291
	Iteration 0F: 2 clusters Score -166064.2 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 1477 members 
Entering Unmasked Estep 
Score: -162881.062500 Penalty: 3970.496582
	Iteration 0F: 3 clusters Score -162881.1 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -163842.421875 Penalty: 3970.496582
	Iteration 1F: 3 clusters Score -163842.4 nChanged 309
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: -164283.562500 Penalty: 3970.496582
	Iteration 2F: 3 clusters Score -164283.6 nChanged 234
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: -164653.015625 Penalty: 3970.496582
	Iteration 3F: 3 clusters Score -164653 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -164954.609375 Penalty: 3970.496582
	Iteration 4F: 3 clusters Score -164954.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -165181.312500 Penalty: 3970.496582
	Iteration 5F: 3 clusters Score -165181.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -165324.484375 Penalty: 3970.496582
	Iteration 6Q: 3 clusters Score -165324.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -165439.078125 Penalty: 3970.496582
	Iteration 7Q: 3 clusters Score -165439.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -165511.093750 Penalty: 3970.496582
	Iteration 8Q: 3 clusters Score -165511.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -165573.671875 Penalty: 3970.496582
	Iteration 9Q: 3 clusters Score -165573.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -165635.437500 Penalty: 3970.496582
	Iteration 10Q: 3 clusters Score -165635.4 nChanged 55
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: -165688.718750 Penalty: 3970.496582
	Iteration 11Q: 3 clusters Score -165688.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -165724.000000 Penalty: 3970.496582
	Iteration 12Q: 3 clusters Score -165724 nChanged 33
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: -165747.765625 Penalty: 3970.496582
	Iteration 13Q: 3 clusters Score -165747.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -165773.953125 Penalty: 3970.496582
	Iteration 14Q: 3 clusters Score -165774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -165793.500000 Penalty: 3970.496582
	Iteration 15Q: 3 clusters Score -165793.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -165815.359375 Penalty: 3970.496582
	Iteration 16Q: 3 clusters Score -165815.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -165827.937500 Penalty: 3970.496582
	Iteration 17Q: 3 clusters Score -165827.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -165836.687500 Penalty: 3970.496582
	Iteration 18Q: 3 clusters Score -165836.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -165847.406250 Penalty: 3970.496582
	Iteration 19Q: 3 clusters Score -165847.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -165857.046875 Penalty: 3970.496582
	Iteration 20F: 3 clusters Score -165857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -165865.750000 Penalty: 3970.496582
	Iteration 21Q: 3 clusters Score -165865.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -165871.546875 Penalty: 3970.496582
	Iteration 22Q: 3 clusters Score -165871.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -165876.656250 Penalty: 3970.496582
	Iteration 23Q: 3 clusters Score -165876.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -165882.328125 Penalty: 3970.496582
	Iteration 24Q: 3 clusters Score -165882.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -165886.406250 Penalty: 3970.496582
	Iteration 25Q: 3 clusters Score -165886.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -165892.109375 Penalty: 3970.496582
	Iteration 26Q: 3 clusters Score -165892.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -165897.812500 Penalty: 3970.496582
	Iteration 27Q: 3 clusters Score -165897.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -165902.734375 Penalty: 3970.496582
	Iteration 28Q: 3 clusters Score -165902.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -165906.640625 Penalty: 3970.496582
	Iteration 29Q: 3 clusters Score -165906.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -165912.468750 Penalty: 3970.496582
	Iteration 30Q: 3 clusters Score -165912.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -165917.953125 Penalty: 3970.496582
	Iteration 31Q: 3 clusters Score -165918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -165920.468750 Penalty: 3970.496582
	Iteration 32Q: 3 clusters Score -165920.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -165923.000000 Penalty: 3970.496582
	Iteration 33Q: 3 clusters Score -165923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -165924.203125 Penalty: 3970.496582
	Iteration 34Q: 3 clusters Score -165924.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -165925.140625 Penalty: 3970.496582
	Iteration 35Q: 3 clusters Score -165925.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -165925.140625 Penalty: 3970.496582
	Iteration 36F: 3 clusters Score -165925.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Entering Unmasked Estep 
Score: -271485.562500 Penalty: 2063.772949
	Iteration 0F: 2 clusters Score -271485.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -267494.812500 Penalty: 4127.545898
	Iteration 0F: 3 clusters Score -267494.8 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -268420.531250 Penalty: 4127.545898
	Iteration 1F: 3 clusters Score -268420.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -268657.437500 Penalty: 4127.545898
	Iteration 2F: 3 clusters Score -268657.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -268797.687500 Penalty: 4127.545898
	Iteration 3F: 3 clusters Score -268797.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -268892.531250 Penalty: 4127.545898
	Iteration 4Q: 3 clusters Score -268892.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -268958.562500 Penalty: 4127.545898
	Iteration 5Q: 3 clusters Score -268958.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -269017.062500 Penalty: 4127.545898
	Iteration 6Q: 3 clusters Score -269017.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -269067.625000 Penalty: 4127.545898
	Iteration 7Q: 3 clusters Score -269067.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -269112.312500 Penalty: 4127.545898
	Iteration 8Q: 3 clusters Score -269112.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -269150.562500 Penalty: 4127.545898
	Iteration 9Q: 3 clusters Score -269150.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -269179.500000 Penalty: 4127.545898
	Iteration 10Q: 3 clusters Score -269179.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -269198.000000 Penalty: 4127.545898
	Iteration 11Q: 3 clusters Score -269198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -269220.218750 Penalty: 4127.545898
	Iteration 12Q: 3 clusters Score -269220.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -269242.968750 Penalty: 4127.545898
	Iteration 13Q: 3 clusters Score -269243 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -269262.218750 Penalty: 4127.545898
	Iteration 14Q: 3 clusters Score -269262.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -269277.687500 Penalty: 4127.545898
	Iteration 15Q: 3 clusters Score -269277.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -269286.718750 Penalty: 4127.545898
	Iteration 16Q: 3 clusters Score -269286.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -269297.375000 Penalty: 4127.545898
	Iteration 17Q: 3 clusters Score -269297.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -269309.843750 Penalty: 4127.545898
	Iteration 18Q: 3 clusters Score -269309.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -269321.937500 Penalty: 4127.545898
	Iteration 19Q: 3 clusters Score -269321.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -269336.218750 Penalty: 4127.545898
	Iteration 20F: 3 clusters Score -269336.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -269348.250000 Penalty: 4127.545898
	Iteration 21Q: 3 clusters Score -269348.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -269362.656250 Penalty: 4127.545898
	Iteration 22Q: 3 clusters Score -269362.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -269380.718750 Penalty: 4127.545898
	Iteration 23Q: 3 clusters Score -269380.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -269407.562500 Penalty: 4127.545898
	Iteration 24Q: 3 clusters Score -269407.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -269431.218750 Penalty: 4127.545898
	Iteration 25Q: 3 clusters Score -269431.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -269460.968750 Penalty: 4127.545898
	Iteration 26Q: 3 clusters Score -269461 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -269500.750000 Penalty: 4127.545898
	Iteration 27Q: 3 clusters Score -269500.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -269541.281250 Penalty: 4127.545898
	Iteration 28Q: 3 clusters Score -269541.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -269601.625000 Penalty: 4127.545898
	Iteration 29Q: 3 clusters Score -269601.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -269670.562500 Penalty: 4127.545898
	Iteration 30Q: 3 clusters Score -269670.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -269727.875000 Penalty: 4127.545898
	Iteration 31Q: 3 clusters Score -269727.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -269780.937500 Penalty: 4127.545898
	Iteration 32Q: 3 clusters Score -269780.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -269840.218750 Penalty: 4127.545898
	Iteration 33Q: 3 clusters Score -269840.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -269897.812500 Penalty: 4127.545898
	Iteration 34Q: 3 clusters Score -269897.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -269945.031250 Penalty: 4127.545898
	Iteration 35Q: 3 clusters Score -269945 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -269996.843750 Penalty: 4127.545898
	Iteration 36Q: 3 clusters Score -269996.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -270044.875000 Penalty: 4127.545898
	Iteration 37Q: 3 clusters Score -270044.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -270087.781250 Penalty: 4127.545898
	Iteration 38Q: 3 clusters Score -270087.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -270128.718750 Penalty: 4127.545898
	Iteration 39Q: 3 clusters Score -270128.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -270167.468750 Penalty: 4127.545898
	Iteration 40F: 3 clusters Score -270167.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -270202.093750 Penalty: 4127.545898
	Iteration 41Q: 3 clusters Score -270202.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -270224.406250 Penalty: 4127.545898
	Iteration 42Q: 3 clusters Score -270224.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -270238.093750 Penalty: 4127.545898
	Iteration 43Q: 3 clusters Score -270238.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -270244.750000 Penalty: 4127.545898
	Iteration 44Q: 3 clusters Score -270244.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -270251.468750 Penalty: 4127.545898
	Iteration 45Q: 3 clusters Score -270251.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -270260.468750 Penalty: 4127.545898
	Iteration 46Q: 3 clusters Score -270260.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -270275.875000 Penalty: 4127.545898
	Iteration 47Q: 3 clusters Score -270275.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -270288.562500 Penalty: 4127.545898
	Iteration 48Q: 3 clusters Score -270288.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -270302.531250 Penalty: 4127.545898
	Iteration 49Q: 3 clusters Score -270302.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -270315.812500 Penalty: 4127.545898
	Iteration 50Q: 3 clusters Score -270315.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -270327.812500 Penalty: 4127.545898
	Iteration 51Q: 3 clusters Score -270327.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -270332.812500 Penalty: 4127.545898
	Iteration 52Q: 3 clusters Score -270332.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -270343.000000 Penalty: 4127.545898
	Iteration 53Q: 3 clusters Score -270343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -270353.562500 Penalty: 4127.545898
	Iteration 54Q: 3 clusters Score -270353.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -270361.437500 Penalty: 4127.545898
	Iteration 55Q: 3 clusters Score -270361.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -270374.406250 Penalty: 4127.545898
	Iteration 56Q: 3 clusters Score -270374.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -270390.562500 Penalty: 4127.545898
	Iteration 57Q: 3 clusters Score -270390.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -270404.500000 Penalty: 4127.545898
	Iteration 58Q: 3 clusters Score -270404.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -270421.343750 Penalty: 4127.545898
	Iteration 59Q: 3 clusters Score -270421.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -270438.437500 Penalty: 4127.545898
	Iteration 60F: 3 clusters Score -270438.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -270461.187500 Penalty: 4127.545898
	Iteration 61Q: 3 clusters Score -270461.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -270479.812500 Penalty: 4127.545898
	Iteration 62Q: 3 clusters Score -270479.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -270491.406250 Penalty: 4127.545898
	Iteration 63Q: 3 clusters Score -270491.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -270500.843750 Penalty: 4127.545898
	Iteration 64Q: 3 clusters Score -270500.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -270508.406250 Penalty: 4127.545898
	Iteration 65Q: 3 clusters Score -270508.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -270513.781250 Penalty: 4127.545898
	Iteration 66Q: 3 clusters Score -270513.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -270517.687500 Penalty: 4127.545898
	Iteration 67Q: 3 clusters Score -270517.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -270520.906250 Penalty: 4127.545898
	Iteration 68Q: 3 clusters Score -270520.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -270523.218750 Penalty: 4127.545898
	Iteration 69Q: 3 clusters Score -270523.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -270527.406250 Penalty: 4127.545898
	Iteration 70Q: 3 clusters Score -270527.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -270529.968750 Penalty: 4127.545898
	Iteration 71Q: 3 clusters Score -270530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -270532.031250 Penalty: 4127.545898
	Iteration 72Q: 3 clusters Score -270532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -270535.125000 Penalty: 4127.545898
	Iteration 73Q: 3 clusters Score -270535.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -270537.968750 Penalty: 4127.545898
	Iteration 74Q: 3 clusters Score -270538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -270540.625000 Penalty: 4127.545898
	Iteration 75Q: 3 clusters Score -270540.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -270541.031250 Penalty: 4127.545898
	Iteration 76Q: 3 clusters Score -270541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -270541.968750 Penalty: 4127.545898
	Iteration 77Q: 3 clusters Score -270542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -270542.406250 Penalty: 4127.545898
	Iteration 78Q: 3 clusters Score -270542.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -270542.250000 Penalty: 4127.545898
	Iteration 79Q: 3 clusters Score -270542.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -270542.781250 Penalty: 4127.545898
	Iteration 80F: 3 clusters Score -270542.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -270543.000000 Penalty: 4127.545898
	Iteration 81Q: 3 clusters Score -270543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -270543.781250 Penalty: 4127.545898
	Iteration 82Q: 3 clusters Score -270543.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -270544.000000 Penalty: 4127.545898
	Iteration 83Q: 3 clusters Score -270544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -270544.000000 Penalty: 4127.545898
	Iteration 84F: 3 clusters Score -270544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Entering Unmasked Estep 
Score: -906103.187500 Penalty: 2333.865479
	Iteration 0F: 2 clusters Score -906103.2 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 6114 members 
Entering Unmasked Estep 
Score: -897054.062500 Penalty: 4667.730957
	Iteration 0F: 3 clusters Score -897054.1 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -899912.062500 Penalty: 4667.730957
	Iteration 1F: 3 clusters Score -899912.1 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -900306.812500 Penalty: 4667.730957
	Iteration 2F: 3 clusters Score -900306.8 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -900639.500000 Penalty: 4667.730957
	Iteration 3F: 3 clusters Score -900639.5 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -900942.312500 Penalty: 4667.730957
	Iteration 4F: 3 clusters Score -900942.3 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -901242.000000 Penalty: 4667.730957
	Iteration 5Q: 3 clusters Score -901242 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -901512.375000 Penalty: 4667.730957
	Iteration 6Q: 3 clusters Score -901512.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -901777.500000 Penalty: 4667.730957
	Iteration 7Q: 3 clusters Score -901777.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -902015.312500 Penalty: 4667.730957
	Iteration 8Q: 3 clusters Score -902015.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -902248.500000 Penalty: 4667.730957
	Iteration 9Q: 3 clusters Score -902248.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -902494.000000 Penalty: 4667.730957
	Iteration 10Q: 3 clusters Score -902494 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -902724.375000 Penalty: 4667.730957
	Iteration 11Q: 3 clusters Score -902724.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -902928.625000 Penalty: 4667.730957
	Iteration 12Q: 3 clusters Score -902928.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -903097.812500 Penalty: 4667.730957
	Iteration 13Q: 3 clusters Score -903097.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -903248.750000 Penalty: 4667.730957
	Iteration 14Q: 3 clusters Score -903248.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -903372.375000 Penalty: 4667.730957
	Iteration 15Q: 3 clusters Score -903372.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -903477.250000 Penalty: 4667.730957
	Iteration 16Q: 3 clusters Score -903477.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -903571.687500 Penalty: 4667.730957
	Iteration 17Q: 3 clusters Score -903571.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -903647.625000 Penalty: 4667.730957
	Iteration 18Q: 3 clusters Score -903647.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -903716.687500 Penalty: 4667.730957
	Iteration 19Q: 3 clusters Score -903716.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -903777.750000 Penalty: 4667.730957
	Iteration 20F: 3 clusters Score -903777.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -903833.250000 Penalty: 4667.730957
	Iteration 21Q: 3 clusters Score -903833.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -903880.125000 Penalty: 4667.730957
	Iteration 22Q: 3 clusters Score -903880.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -903910.687500 Penalty: 4667.730957
	Iteration 23Q: 3 clusters Score -903910.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -903944.687500 Penalty: 4667.730957
	Iteration 24Q: 3 clusters Score -903944.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -903969.875000 Penalty: 4667.730957
	Iteration 25Q: 3 clusters Score -903969.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -903989.500000 Penalty: 4667.730957
	Iteration 26Q: 3 clusters Score -903989.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -904003.375000 Penalty: 4667.730957
	Iteration 27Q: 3 clusters Score -904003.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -904024.312500 Penalty: 4667.730957
	Iteration 28Q: 3 clusters Score -904024.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -904037.750000 Penalty: 4667.730957
	Iteration 29Q: 3 clusters Score -904037.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -904047.687500 Penalty: 4667.730957
	Iteration 30Q: 3 clusters Score -904047.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -904047.937500 Penalty: 4667.730957
	Iteration 31Q: 3 clusters Score -904047.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -904049.687500 Penalty: 4667.730957
	Iteration 32Q: 3 clusters Score -904049.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -904056.375000 Penalty: 4667.730957
	Iteration 33Q: 3 clusters Score -904056.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -904059.687500 Penalty: 4667.730957
	Iteration 34Q: 3 clusters Score -904059.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -904063.125000 Penalty: 4667.730957
	Iteration 35Q: 3 clusters Score -904063.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -904063.125000 Penalty: 4667.730957
	Iteration 36F: 3 clusters Score -904063.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Entering Unmasked Estep 
Score: -487876.687500 Penalty: 2182.241455
	Iteration 0F: 2 clusters Score -487876.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -482297.406250 Penalty: 4364.482910
	Iteration 0F: 3 clusters Score -482297.4 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -483808.750000 Penalty: 4364.482910
	Iteration 1F: 3 clusters Score -483808.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -484155.500000 Penalty: 4364.482910
	Iteration 2F: 3 clusters Score -484155.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -484404.875000 Penalty: 4364.482910
	Iteration 3F: 3 clusters Score -484404.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -484613.031250 Penalty: 4364.482910
	Iteration 4Q: 3 clusters Score -484613 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -484817.250000 Penalty: 4364.482910
	Iteration 5Q: 3 clusters Score -484817.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -485025.750000 Penalty: 4364.482910
	Iteration 6Q: 3 clusters Score -485025.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -485176.000000 Penalty: 4364.482910
	Iteration 7Q: 3 clusters Score -485176 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -485292.968750 Penalty: 4364.482910
	Iteration 8Q: 3 clusters Score -485293 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -485365.437500 Penalty: 4364.482910
	Iteration 9Q: 3 clusters Score -485365.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -485428.656250 Penalty: 4364.482910
	Iteration 10Q: 3 clusters Score -485428.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -485484.906250 Penalty: 4364.482910
	Iteration 11Q: 3 clusters Score -485484.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -485535.906250 Penalty: 4364.482910
	Iteration 12Q: 3 clusters Score -485535.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -485586.656250 Penalty: 4364.482910
	Iteration 13Q: 3 clusters Score -485586.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -485623.312500 Penalty: 4364.482910
	Iteration 14Q: 3 clusters Score -485623.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -485650.031250 Penalty: 4364.482910
	Iteration 15Q: 3 clusters Score -485650 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -485668.750000 Penalty: 4364.482910
	Iteration 16Q: 3 clusters Score -485668.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -485686.000000 Penalty: 4364.482910
	Iteration 17Q: 3 clusters Score -485686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -485701.656250 Penalty: 4364.482910
	Iteration 18Q: 3 clusters Score -485701.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -485713.312500 Penalty: 4364.482910
	Iteration 19Q: 3 clusters Score -485713.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -485729.812500 Penalty: 4364.482910
	Iteration 20F: 3 clusters Score -485729.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -485742.031250 Penalty: 4364.482910
	Iteration 21Q: 3 clusters Score -485742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -485757.375000 Penalty: 4364.482910
	Iteration 22Q: 3 clusters Score -485757.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -485766.562500 Penalty: 4364.482910
	Iteration 23Q: 3 clusters Score -485766.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -485776.125000 Penalty: 4364.482910
	Iteration 24Q: 3 clusters Score -485776.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -485784.937500 Penalty: 4364.482910
	Iteration 25Q: 3 clusters Score -485784.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -485792.375000 Penalty: 4364.482910
	Iteration 26Q: 3 clusters Score -485792.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -485798.937500 Penalty: 4364.482910
	Iteration 27Q: 3 clusters Score -485798.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -485803.906250 Penalty: 4364.482910
	Iteration 28Q: 3 clusters Score -485803.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -485807.281250 Penalty: 4364.482910
	Iteration 29Q: 3 clusters Score -485807.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -485810.406250 Penalty: 4364.482910
	Iteration 30Q: 3 clusters Score -485810.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -485810.781250 Penalty: 4364.482910
	Iteration 31Q: 3 clusters Score -485810.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -485810.843750 Penalty: 4364.482910
	Iteration 32Q: 3 clusters Score -485810.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -485811.968750 Penalty: 4364.482910
	Iteration 33Q: 3 clusters Score -485812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -485811.968750 Penalty: 4364.482910
	Iteration 34F: 3 clusters Score -485812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (110896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110896 members 
Entering Unmasked Estep 
Score: -8457669.000000 Penalty: 2880.854492
	Iteration 0F: 2 clusters Score -8457669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 55503 members 
Entering Unmasked Estep 
Score: -8383525.000000 Penalty: 5761.708984
	Iteration 0F: 3 clusters Score -8383525 nChanged 52688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54865 members 
Mstep: Class 2 contains 56031 members 
Entering Unmasked Estep 
Score: -8413468.000000 Penalty: 5761.708984
	Iteration 1F: 3 clusters Score -8413468 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54686 members 
Mstep: Class 2 contains 56210 members 
Entering Unmasked Estep 
Score: -8414141.000000 Penalty: 5761.708984
	Iteration 2Q: 3 clusters Score -8414141 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54432 members 
Mstep: Class 2 contains 56464 members 
Entering Unmasked Estep 
Score: -8414792.000000 Penalty: 5761.708984
	Iteration 3Q: 3 clusters Score -8414792 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Mstep: Class 2 contains 56871 members 
Entering Unmasked Estep 
Score: -8415555.000000 Penalty: 5761.708984
	Iteration 4Q: 3 clusters Score -8415555 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 57458 members 
Entering Unmasked Estep 
Score: -8416412.000000 Penalty: 5761.708984
	Iteration 5Q: 3 clusters Score -8416412 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 58235 members 
Entering Unmasked Estep 
Score: -8417540.000000 Penalty: 5761.708984
	Iteration 6Q: 3 clusters Score -8417540 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 59375 members 
Entering Unmasked Estep 
Score: -8419039.000000 Penalty: 5761.708984
	Iteration 7Q: 3 clusters Score -8419039 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49856 members 
Mstep: Class 2 contains 61040 members 
Entering Unmasked Estep 
Score: -8420752.000000 Penalty: 5761.708984
	Iteration 8Q: 3 clusters Score -8420752 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 63482 members 
Entering Unmasked Estep 
Score: -8422921.000000 Penalty: 5761.708984
	Iteration 9Q: 3 clusters Score -8422921 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 66792 members 
Entering Unmasked Estep 
Score: -8425563.000000 Penalty: 5761.708984
	Iteration 10Q: 3 clusters Score -8425563 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 71082 members 
Entering Unmasked Estep 
Score: -8428806.000000 Penalty: 5761.708984
	Iteration 11Q: 3 clusters Score -8428806 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 76404 members 
Entering Unmasked Estep 
Score: -8432608.000000 Penalty: 5761.708984
	Iteration 12F: 3 clusters Score -8432608 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 82452 members 
Entering Unmasked Estep 
Score: -8436840.000000 Penalty: 5761.708984
	Iteration 13F: 3 clusters Score -8436840 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 88690 members 
Entering Unmasked Estep 
Score: -8441127.000000 Penalty: 5761.708984
	Iteration 14F: 3 clusters Score -8441127 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 94625 members 
Entering Unmasked Estep 
Score: -8445230.000000 Penalty: 5761.708984
	Iteration 15F: 3 clusters Score -8445230 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 99656 members 
Entering Unmasked Estep 
Score: -8448662.000000 Penalty: 5761.708984
	Iteration 16Q: 3 clusters Score -8448662 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 103351 members 
Entering Unmasked Estep 
Score: -8451177.000000 Penalty: 5761.708984
	Iteration 17Q: 3 clusters Score -8451177 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 105872 members 
Entering Unmasked Estep 
Score: -8452723.000000 Penalty: 5761.708984
	Iteration 18Q: 3 clusters Score -8452723 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 107461 members 
Entering Unmasked Estep 
Score: -8453603.000000 Penalty: 5761.708984
	Iteration 19Q: 3 clusters Score -8453603 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 108425 members 
Entering Unmasked Estep 
Score: -8454182.000000 Penalty: 5761.708984
	Iteration 20F: 3 clusters Score -8454182 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 109032 members 
Entering Unmasked Estep 
Score: -8454550.000000 Penalty: 5761.708984
	Iteration 21Q: 3 clusters Score -8454550 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 109389 members 
Entering Unmasked Estep 
Score: -8454761.000000 Penalty: 5761.708984
	Iteration 22Q: 3 clusters Score -8454761 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 109620 members 
Entering Unmasked Estep 
Score: -8454904.000000 Penalty: 5761.708984
	Iteration 23Q: 3 clusters Score -8454904 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 109753 members 
Entering Unmasked Estep 
Score: -8454991.000000 Penalty: 5761.708984
	Iteration 24Q: 3 clusters Score -8454991 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 109841 members 
Entering Unmasked Estep 
Score: -8455081.000000 Penalty: 5761.708984
	Iteration 25Q: 3 clusters Score -8455081 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 109902 members 
Entering Unmasked Estep 
Score: -8455135.000000 Penalty: 5761.708984
	Iteration 26Q: 3 clusters Score -8455135 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 109954 members 
Entering Unmasked Estep 
Score: -8455180.000000 Penalty: 5761.708984
	Iteration 27Q: 3 clusters Score -8455180 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 110000 members 
Entering Unmasked Estep 
Score: -8455199.000000 Penalty: 5761.708984
	Iteration 28Q: 3 clusters Score -8455199 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 110041 members 
Entering Unmasked Estep 
Score: -8455228.000000 Penalty: 5761.708984
	Iteration 29Q: 3 clusters Score -8455228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 110066 members 
Entering Unmasked Estep 
Score: -8455248.000000 Penalty: 5761.708984
	Iteration 30Q: 3 clusters Score -8455248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 110078 members 
Entering Unmasked Estep 
Score: -8455268.000000 Penalty: 5761.708984
	Iteration 31Q: 3 clusters Score -8455268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 110087 members 
Entering Unmasked Estep 
Score: -8455269.000000 Penalty: 5761.708984
	Iteration 32Q: 3 clusters Score -8455269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 110096 members 
Entering Unmasked Estep 
Score: -8455280.000000 Penalty: 5761.708984
	Iteration 33Q: 3 clusters Score -8455280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 110105 members 
Entering Unmasked Estep 
Score: -8455277.000000 Penalty: 5761.708984
	Iteration 34Q: 3 clusters Score -8455277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 110111 members 
Entering Unmasked Estep 
Score: -8455282.000000 Penalty: 5761.708984
	Iteration 35Q: 3 clusters Score -8455282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 110118 members 
Entering Unmasked Estep 
Score: -8455288.000000 Penalty: 5761.708984
	Iteration 36Q: 3 clusters Score -8455288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 110125 members 
Entering Unmasked Estep 
Score: -8455294.000000 Penalty: 5761.708984
	Iteration 37Q: 3 clusters Score -8455294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 110128 members 
Entering Unmasked Estep 
Score: -8455289.000000 Penalty: 5761.708984
	Iteration 38Q: 3 clusters Score -8455289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 110130 members 
Entering Unmasked Estep 
Score: -8455282.000000 Penalty: 5761.708984
	Iteration 39Q: 3 clusters Score -8455282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 110132 members 
Entering Unmasked Estep 
Score: -8455294.000000 Penalty: 5761.708984
	Iteration 40F: 3 clusters Score -8455294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 110132 members 
Entering Unmasked Estep 
Score: -8455297.000000 Penalty: 5761.708984
	Iteration 41Q: 3 clusters Score -8455297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 110132 members 
Entering Unmasked Estep 
Score: -8455294.000000 Penalty: 5761.708984
	Iteration 42Q: 3 clusters Score -8455294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 110131 members 
Entering Unmasked Estep 
Score: -8455295.000000 Penalty: 5761.708984
	Iteration 43Q: 3 clusters Score -8455295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 110133 members 
Entering Unmasked Estep 
Score: -8455300.000000 Penalty: 5761.708984
	Iteration 44Q: 3 clusters Score -8455300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 110132 members 
Entering Unmasked Estep 
Score: -8455300.000000 Penalty: 5761.708984
	Iteration 45Q: 3 clusters Score -8455300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 110133 members 
Entering Unmasked Estep 
Score: -8455302.000000 Penalty: 5761.708984
	Iteration 46Q: 3 clusters Score -8455302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 110133 members 
Entering Unmasked Estep 
Score: -8455296.000000 Penalty: 5761.708984
	Iteration 47Q: 3 clusters Score -8455296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 110135 members 
Entering Unmasked Estep 
Score: -8455301.000000 Penalty: 5761.708984
	Iteration 48Q: 3 clusters Score -8455301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 110138 members 
Entering Unmasked Estep 
Score: -8455298.000000 Penalty: 5761.708984
	Iteration 49Q: 3 clusters Score -8455298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 110140 members 
Entering Unmasked Estep 
Score: -8455299.000000 Penalty: 5761.708984
	Iteration 50Q: 3 clusters Score -8455299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 110141 members 
Entering Unmasked Estep 
Score: -8455304.000000 Penalty: 5761.708984
	Iteration 51Q: 3 clusters Score -8455304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 110141 members 
Entering Unmasked Estep 
Score: -8455304.000000 Penalty: 5761.708984
	Iteration 52F: 3 clusters Score -8455304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -78942.562500 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -78942.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -76943.343750 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -76943.34 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -77327.218750 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -77327.22 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -77439.937500 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -77439.94 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -77513.835938 Penalty: 3508.761963
	Iteration 3Q: 3 clusters Score -77513.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -77571.968750 Penalty: 3508.761963
	Iteration 4Q: 3 clusters Score -77571.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -77598.718750 Penalty: 3508.761963
	Iteration 5Q: 3 clusters Score -77598.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -77612.867188 Penalty: 3508.761963
	Iteration 6Q: 3 clusters Score -77612.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -77620.257812 Penalty: 3508.761963
	Iteration 7Q: 3 clusters Score -77620.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -77630.617188 Penalty: 3508.761963
	Iteration 8Q: 3 clusters Score -77630.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -77635.953125 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -77635.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -77638.820312 Penalty: 3508.761963
	Iteration 10Q: 3 clusters Score -77638.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -77640.632812 Penalty: 3508.761963
	Iteration 11Q: 3 clusters Score -77640.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -77641.570312 Penalty: 3508.761963
	Iteration 12Q: 3 clusters Score -77641.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -77642.625000 Penalty: 3508.761963
	Iteration 13Q: 3 clusters Score -77642.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -77644.570312 Penalty: 3508.761963
	Iteration 14Q: 3 clusters Score -77644.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -77646.234375 Penalty: 3508.761963
	Iteration 15Q: 3 clusters Score -77646.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -77646.804688 Penalty: 3508.761963
	Iteration 16Q: 3 clusters Score -77646.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -77648.359375 Penalty: 3508.761963
	Iteration 17Q: 3 clusters Score -77648.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -77648.359375 Penalty: 3508.761963
	Iteration 18F: 3 clusters Score -77648.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (111513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111513 members 
Entering Unmasked Estep 
Score: -8560415.000000 Penalty: 2882.230469
	Iteration 0F: 2 clusters Score -8560415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56059 members 
Mstep: Class 2 contains 55454 members 
Entering Unmasked Estep 
Score: -8485989.000000 Penalty: 5764.460938
	Iteration 0F: 3 clusters Score -8485989 nChanged 52795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 52541 members 
Entering Unmasked Estep 
Score: -8516202.000000 Penalty: 5764.460938
	Iteration 1F: 3 clusters Score -8516202 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60817 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -8517125.000000 Penalty: 5764.460938
	Iteration 2Q: 3 clusters Score -8517125 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63553 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -8518567.000000 Penalty: 5764.460938
	Iteration 3Q: 3 clusters Score -8518567 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67570 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -8520578.000000 Penalty: 5764.460938
	Iteration 4Q: 3 clusters Score -8520578 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73404 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -8523907.000000 Penalty: 5764.460938
	Iteration 5F: 3 clusters Score -8523907 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81457 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -8529694.000000 Penalty: 5764.460938
	Iteration 6F: 3 clusters Score -8529694 nChanged 9884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91321 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -8538339.000000 Penalty: 5764.460938
	Iteration 7F: 3 clusters Score -8538339 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100825 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -8547590.000000 Penalty: 5764.460938
	Iteration 8F: 3 clusters Score -8547590 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107294 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -8553999.000000 Penalty: 5764.460938
	Iteration 9F: 3 clusters Score -8553999 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110051 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -8556619.000000 Penalty: 5764.460938
	Iteration 10Q: 3 clusters Score -8556619 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110882 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8557396.000000 Penalty: 5764.460938
	Iteration 11Q: 3 clusters Score -8557396 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111133 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8557633.000000 Penalty: 5764.460938
	Iteration 12Q: 3 clusters Score -8557633 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111187 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8557717.000000 Penalty: 5764.460938
	Iteration 13Q: 3 clusters Score -8557717 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111216 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8557765.000000 Penalty: 5764.460938
	Iteration 14Q: 3 clusters Score -8557765 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111235 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8557803.000000 Penalty: 5764.460938
	Iteration 15Q: 3 clusters Score -8557803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111244 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8557832.000000 Penalty: 5764.460938
	Iteration 16Q: 3 clusters Score -8557832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111250 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8557844.000000 Penalty: 5764.460938
	Iteration 17Q: 3 clusters Score -8557844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111256 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8557864.000000 Penalty: 5764.460938
	Iteration 18Q: 3 clusters Score -8557864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111258 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8557880.000000 Penalty: 5764.460938
	Iteration 19Q: 3 clusters Score -8557880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111260 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8557887.000000 Penalty: 5764.460938
	Iteration 20F: 3 clusters Score -8557887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111260 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8557896.000000 Penalty: 5764.460938
	Iteration 21Q: 3 clusters Score -8557896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111260 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8557891.000000 Penalty: 5764.460938
	Iteration 22Q: 3 clusters Score -8557891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111260 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8557891.000000 Penalty: 5764.460938
	Iteration 23F: 3 clusters Score -8557891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (33299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Entering Unmasked Estep 
Score: -2190414.500000 Penalty: 2582.494141
	Iteration 0F: 2 clusters Score -2190414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2167678.500000 Penalty: 5164.988281
	Iteration 0F: 3 clusters Score -2167678 nChanged 14949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2176086.500000 Penalty: 5164.988281
	Iteration 1F: 3 clusters Score -2176086 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2176790.500000 Penalty: 5164.988281
	Iteration 2F: 3 clusters Score -2176790 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2177462.000000 Penalty: 5164.988281
	Iteration 3F: 3 clusters Score -2177462 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2178113.250000 Penalty: 5164.988281
	Iteration 4Q: 3 clusters Score -2178113 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2178808.500000 Penalty: 5164.988281
	Iteration 5Q: 3 clusters Score -2178808 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2179480.500000 Penalty: 5164.988281
	Iteration 6Q: 3 clusters Score -2179480 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2180184.250000 Penalty: 5164.988281
	Iteration 7Q: 3 clusters Score -2180184 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2180906.750000 Penalty: 5164.988281
	Iteration 8Q: 3 clusters Score -2180907 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2181672.500000 Penalty: 5164.988281
	Iteration 9Q: 3 clusters Score -2181672 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2182450.750000 Penalty: 5164.988281
	Iteration 10Q: 3 clusters Score -2182451 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2183264.250000 Penalty: 5164.988281
	Iteration 11Q: 3 clusters Score -2183264 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2183981.250000 Penalty: 5164.988281
	Iteration 12Q: 3 clusters Score -2183981 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2184480.250000 Penalty: 5164.988281
	Iteration 13Q: 3 clusters Score -2184480 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2184818.250000 Penalty: 5164.988281
	Iteration 14Q: 3 clusters Score -2184818 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2185035.000000 Penalty: 5164.988281
	Iteration 15Q: 3 clusters Score -2185035 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2185190.250000 Penalty: 5164.988281
	Iteration 16Q: 3 clusters Score -2185190 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2185315.000000 Penalty: 5164.988281
	Iteration 17Q: 3 clusters Score -2185315 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2185412.250000 Penalty: 5164.988281
	Iteration 18Q: 3 clusters Score -2185412 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2185480.750000 Penalty: 5164.988281
	Iteration 19Q: 3 clusters Score -2185481 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2185561.000000 Penalty: 5164.988281
	Iteration 20F: 3 clusters Score -2185561 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2185628.000000 Penalty: 5164.988281
	Iteration 21Q: 3 clusters Score -2185628 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2185683.750000 Penalty: 5164.988281
	Iteration 22Q: 3 clusters Score -2185684 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2185750.500000 Penalty: 5164.988281
	Iteration 23Q: 3 clusters Score -2185750 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2185826.250000 Penalty: 5164.988281
	Iteration 24Q: 3 clusters Score -2185826 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2185905.500000 Penalty: 5164.988281
	Iteration 25Q: 3 clusters Score -2185906 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2185958.750000 Penalty: 5164.988281
	Iteration 26Q: 3 clusters Score -2185959 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2186024.000000 Penalty: 5164.988281
	Iteration 27Q: 3 clusters Score -2186024 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2186091.750000 Penalty: 5164.988281
	Iteration 28Q: 3 clusters Score -2186092 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2186132.250000 Penalty: 5164.988281
	Iteration 29Q: 3 clusters Score -2186132 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2186188.000000 Penalty: 5164.988281
	Iteration 30Q: 3 clusters Score -2186188 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2186238.250000 Penalty: 5164.988281
	Iteration 31Q: 3 clusters Score -2186238 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2186292.000000 Penalty: 5164.988281
	Iteration 32Q: 3 clusters Score -2186292 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2186340.750000 Penalty: 5164.988281
	Iteration 33Q: 3 clusters Score -2186341 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2186389.250000 Penalty: 5164.988281
	Iteration 34Q: 3 clusters Score -2186389 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2186437.000000 Penalty: 5164.988281
	Iteration 35Q: 3 clusters Score -2186437 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2186501.000000 Penalty: 5164.988281
	Iteration 36Q: 3 clusters Score -2186501 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2186562.750000 Penalty: 5164.988281
	Iteration 37Q: 3 clusters Score -2186563 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2186618.500000 Penalty: 5164.988281
	Iteration 38Q: 3 clusters Score -2186618 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2186689.500000 Penalty: 5164.988281
	Iteration 39Q: 3 clusters Score -2186690 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2186756.250000 Penalty: 5164.988281
	Iteration 40F: 3 clusters Score -2186756 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -2186827.750000 Penalty: 5164.988281
	Iteration 41Q: 3 clusters Score -2186828 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2186884.000000 Penalty: 5164.988281
	Iteration 42Q: 3 clusters Score -2186884 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2186952.250000 Penalty: 5164.988281
	Iteration 43Q: 3 clusters Score -2186952 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2187029.750000 Penalty: 5164.988281
	Iteration 44Q: 3 clusters Score -2187030 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2187091.750000 Penalty: 5164.988281
	Iteration 45Q: 3 clusters Score -2187092 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2187161.000000 Penalty: 5164.988281
	Iteration 46Q: 3 clusters Score -2187161 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2187224.500000 Penalty: 5164.988281
	Iteration 47Q: 3 clusters Score -2187224 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2187323.500000 Penalty: 5164.988281
	Iteration 48Q: 3 clusters Score -2187324 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2187400.250000 Penalty: 5164.988281
	Iteration 49Q: 3 clusters Score -2187400 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2187481.250000 Penalty: 5164.988281
	Iteration 50Q: 3 clusters Score -2187481 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2187581.250000 Penalty: 5164.988281
	Iteration 51Q: 3 clusters Score -2187581 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2187678.000000 Penalty: 5164.988281
	Iteration 52Q: 3 clusters Score -2187678 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2187787.500000 Penalty: 5164.988281
	Iteration 53Q: 3 clusters Score -2187788 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2187897.750000 Penalty: 5164.988281
	Iteration 54Q: 3 clusters Score -2187898 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2187993.500000 Penalty: 5164.988281
	Iteration 55Q: 3 clusters Score -2187994 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2188093.250000 Penalty: 5164.988281
	Iteration 56Q: 3 clusters Score -2188093 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2188173.750000 Penalty: 5164.988281
	Iteration 57Q: 3 clusters Score -2188174 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2188254.500000 Penalty: 5164.988281
	Iteration 58Q: 3 clusters Score -2188254 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2188319.000000 Penalty: 5164.988281
	Iteration 59Q: 3 clusters Score -2188319 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2188362.000000 Penalty: 5164.988281
	Iteration 60F: 3 clusters Score -2188362 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2188398.000000 Penalty: 5164.988281
	Iteration 61Q: 3 clusters Score -2188398 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2188432.750000 Penalty: 5164.988281
	Iteration 62Q: 3 clusters Score -2188433 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2188446.250000 Penalty: 5164.988281
	Iteration 63Q: 3 clusters Score -2188446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2188469.500000 Penalty: 5164.988281
	Iteration 64Q: 3 clusters Score -2188470 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2188493.250000 Penalty: 5164.988281
	Iteration 65Q: 3 clusters Score -2188493 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2188502.500000 Penalty: 5164.988281
	Iteration 66Q: 3 clusters Score -2188502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2188513.250000 Penalty: 5164.988281
	Iteration 67Q: 3 clusters Score -2188513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2188522.750000 Penalty: 5164.988281
	Iteration 68Q: 3 clusters Score -2188523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2188531.250000 Penalty: 5164.988281
	Iteration 69Q: 3 clusters Score -2188531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2188541.750000 Penalty: 5164.988281
	Iteration 70Q: 3 clusters Score -2188542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2188541.500000 Penalty: 5164.988281
	Iteration 71Q: 3 clusters Score -2188542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2188553.750000 Penalty: 5164.988281
	Iteration 72Q: 3 clusters Score -2188554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2188560.000000 Penalty: 5164.988281
	Iteration 73Q: 3 clusters Score -2188560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2188568.000000 Penalty: 5164.988281
	Iteration 74Q: 3 clusters Score -2188568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2188576.750000 Penalty: 5164.988281
	Iteration 75Q: 3 clusters Score -2188577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2188580.250000 Penalty: 5164.988281
	Iteration 76Q: 3 clusters Score -2188580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2188580.750000 Penalty: 5164.988281
	Iteration 77Q: 3 clusters Score -2188581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2188583.750000 Penalty: 5164.988281
	Iteration 78Q: 3 clusters Score -2188584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2188590.750000 Penalty: 5164.988281
	Iteration 79Q: 3 clusters Score -2188591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2188592.000000 Penalty: 5164.988281
	Iteration 80F: 3 clusters Score -2188592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2188595.500000 Penalty: 5164.988281
	Iteration 81Q: 3 clusters Score -2188596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2188604.000000 Penalty: 5164.988281
	Iteration 82Q: 3 clusters Score -2188604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2188603.000000 Penalty: 5164.988281
	Iteration 83Q: 3 clusters Score -2188603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2188609.250000 Penalty: 5164.988281
	Iteration 84Q: 3 clusters Score -2188609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2188613.250000 Penalty: 5164.988281
	Iteration 85Q: 3 clusters Score -2188613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2188615.500000 Penalty: 5164.988281
	Iteration 86Q: 3 clusters Score -2188616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2188620.750000 Penalty: 5164.988281
	Iteration 87Q: 3 clusters Score -2188621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2188625.000000 Penalty: 5164.988281
	Iteration 88Q: 3 clusters Score -2188625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2188623.250000 Penalty: 5164.988281
	Iteration 89Q: 3 clusters Score -2188623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2188627.750000 Penalty: 5164.988281
	Iteration 90Q: 3 clusters Score -2188628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2188632.500000 Penalty: 5164.988281
	Iteration 91Q: 3 clusters Score -2188632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2188630.000000 Penalty: 5164.988281
	Iteration 92Q: 3 clusters Score -2188630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2188634.000000 Penalty: 5164.988281
	Iteration 93Q: 3 clusters Score -2188634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2188631.000000 Penalty: 5164.988281
	Iteration 94Q: 3 clusters Score -2188631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2188629.500000 Penalty: 5164.988281
	Iteration 95Q: 3 clusters Score -2188630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2188632.250000 Penalty: 5164.988281
	Iteration 96Q: 3 clusters Score -2188632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2188632.250000 Penalty: 5164.988281
	Iteration 97F: 3 clusters Score -2188632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Entering Unmasked Estep 
Score: -219172.187500 Penalty: 1986.157227
	Iteration 0F: 2 clusters Score -219172.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -215876.546875 Penalty: 3972.314453
	Iteration 0F: 3 clusters Score -215876.5 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -216632.000000 Penalty: 3972.314453
	Iteration 1F: 3 clusters Score -216632 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -216860.984375 Penalty: 3972.314453
	Iteration 2F: 3 clusters Score -216861 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -217003.046875 Penalty: 3972.314453
	Iteration 3F: 3 clusters Score -217003 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -217107.500000 Penalty: 3972.314453
	Iteration 4Q: 3 clusters Score -217107.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -217199.750000 Penalty: 3972.314453
	Iteration 5Q: 3 clusters Score -217199.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -217261.125000 Penalty: 3972.314453
	Iteration 6Q: 3 clusters Score -217261.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -217306.031250 Penalty: 3972.314453
	Iteration 7Q: 3 clusters Score -217306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -217332.515625 Penalty: 3972.314453
	Iteration 8Q: 3 clusters Score -217332.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -217357.187500 Penalty: 3972.314453
	Iteration 9Q: 3 clusters Score -217357.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -217381.859375 Penalty: 3972.314453
	Iteration 10Q: 3 clusters Score -217381.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -217401.015625 Penalty: 3972.314453
	Iteration 11Q: 3 clusters Score -217401 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -217416.843750 Penalty: 3972.314453
	Iteration 12Q: 3 clusters Score -217416.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -217432.046875 Penalty: 3972.314453
	Iteration 13Q: 3 clusters Score -217432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -217445.671875 Penalty: 3972.314453
	Iteration 14Q: 3 clusters Score -217445.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -217455.062500 Penalty: 3972.314453
	Iteration 15Q: 3 clusters Score -217455.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -217468.296875 Penalty: 3972.314453
	Iteration 16Q: 3 clusters Score -217468.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -217477.859375 Penalty: 3972.314453
	Iteration 17Q: 3 clusters Score -217477.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -217482.609375 Penalty: 3972.314453
	Iteration 18Q: 3 clusters Score -217482.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -217484.968750 Penalty: 3972.314453
	Iteration 19Q: 3 clusters Score -217485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -217486.781250 Penalty: 3972.314453
	Iteration 20F: 3 clusters Score -217486.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -217488.406250 Penalty: 3972.314453
	Iteration 21Q: 3 clusters Score -217488.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -217491.109375 Penalty: 3972.314453
	Iteration 22Q: 3 clusters Score -217491.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -217494.843750 Penalty: 3972.314453
	Iteration 23Q: 3 clusters Score -217494.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -217497.875000 Penalty: 3972.314453
	Iteration 24Q: 3 clusters Score -217497.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -217500.843750 Penalty: 3972.314453
	Iteration 25Q: 3 clusters Score -217500.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -217503.500000 Penalty: 3972.314453
	Iteration 26Q: 3 clusters Score -217503.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -217504.875000 Penalty: 3972.314453
	Iteration 27Q: 3 clusters Score -217504.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -217506.328125 Penalty: 3972.314453
	Iteration 28Q: 3 clusters Score -217506.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -217508.390625 Penalty: 3972.314453
	Iteration 29Q: 3 clusters Score -217508.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -217509.203125 Penalty: 3972.314453
	Iteration 30Q: 3 clusters Score -217509.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -217510.921875 Penalty: 3972.314453
	Iteration 31Q: 3 clusters Score -217510.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -217510.921875 Penalty: 3972.314453
	Iteration 32F: 3 clusters Score -217510.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -123203.093750 Penalty: 1854.024658
	Iteration 0F: 2 clusters Score -123203.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -120727.468750 Penalty: 3708.049316
	Iteration 0F: 3 clusters Score -120727.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -121182.835938 Penalty: 3708.049316
	Iteration 1F: 3 clusters Score -121182.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -121359.757812 Penalty: 3708.049316
	Iteration 2F: 3 clusters Score -121359.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -121510.203125 Penalty: 3708.049316
	Iteration 3F: 3 clusters Score -121510.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -121634.679688 Penalty: 3708.049316
	Iteration 4F: 3 clusters Score -121634.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -121726.898438 Penalty: 3708.049316
	Iteration 5Q: 3 clusters Score -121726.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -121800.281250 Penalty: 3708.049316
	Iteration 6Q: 3 clusters Score -121800.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -121862.304688 Penalty: 3708.049316
	Iteration 7Q: 3 clusters Score -121862.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -121946.351562 Penalty: 3708.049316
	Iteration 8Q: 3 clusters Score -121946.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -122011.828125 Penalty: 3708.049316
	Iteration 9Q: 3 clusters Score -122011.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -122072.679688 Penalty: 3708.049316
	Iteration 10Q: 3 clusters Score -122072.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -122133.085938 Penalty: 3708.049316
	Iteration 11Q: 3 clusters Score -122133.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -122194.585938 Penalty: 3708.049316
	Iteration 12Q: 3 clusters Score -122194.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -122230.585938 Penalty: 3708.049316
	Iteration 13Q: 3 clusters Score -122230.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -122256.710938 Penalty: 3708.049316
	Iteration 14Q: 3 clusters Score -122256.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -122270.843750 Penalty: 3708.049316
	Iteration 15Q: 3 clusters Score -122270.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -122277.375000 Penalty: 3708.049316
	Iteration 16Q: 3 clusters Score -122277.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -122286.500000 Penalty: 3708.049316
	Iteration 17Q: 3 clusters Score -122286.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -122291.234375 Penalty: 3708.049316
	Iteration 18Q: 3 clusters Score -122291.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -122293.640625 Penalty: 3708.049316
	Iteration 19Q: 3 clusters Score -122293.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -122300.671875 Penalty: 3708.049316
	Iteration 20F: 3 clusters Score -122300.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -122307.265625 Penalty: 3708.049316
	Iteration 21Q: 3 clusters Score -122307.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -122309.531250 Penalty: 3708.049316
	Iteration 22Q: 3 clusters Score -122309.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -122310.304688 Penalty: 3708.049316
	Iteration 23Q: 3 clusters Score -122310.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -122311.609375 Penalty: 3708.049316
	Iteration 24Q: 3 clusters Score -122311.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -122313.164062 Penalty: 3708.049316
	Iteration 25Q: 3 clusters Score -122313.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -122314.265625 Penalty: 3708.049316
	Iteration 26Q: 3 clusters Score -122314.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -122316.054688 Penalty: 3708.049316
	Iteration 27Q: 3 clusters Score -122316.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -122318.351562 Penalty: 3708.049316
	Iteration 28Q: 3 clusters Score -122318.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -122321.296875 Penalty: 3708.049316
	Iteration 29Q: 3 clusters Score -122321.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -122323.015625 Penalty: 3708.049316
	Iteration 30Q: 3 clusters Score -122323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -122323.015625 Penalty: 3708.049316
	Iteration 31F: 3 clusters Score -122323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Entering Unmasked Estep 
Score: -720506.375000 Penalty: 2273.497559
	Iteration 0F: 2 clusters Score -720506.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -713178.750000 Penalty: 4546.995117
	Iteration 0F: 3 clusters Score -713178.8 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -715254.062500 Penalty: 4546.995117
	Iteration 1F: 3 clusters Score -715254.1 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -715565.625000 Penalty: 4546.995117
	Iteration 2F: 3 clusters Score -715565.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -715818.500000 Penalty: 4546.995117
	Iteration 3F: 3 clusters Score -715818.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -716051.187500 Penalty: 4546.995117
	Iteration 4Q: 3 clusters Score -716051.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -716288.750000 Penalty: 4546.995117
	Iteration 5Q: 3 clusters Score -716288.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -716578.625000 Penalty: 4546.995117
	Iteration 6Q: 3 clusters Score -716578.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -716966.562500 Penalty: 4546.995117
	Iteration 7Q: 3 clusters Score -716966.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -717422.625000 Penalty: 4546.995117
	Iteration 8F: 3 clusters Score -717422.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -718029.937500 Penalty: 4546.995117
	Iteration 9F: 3 clusters Score -718029.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -718571.750000 Penalty: 4546.995117
	Iteration 10F: 3 clusters Score -718571.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -718917.687500 Penalty: 4546.995117
	Iteration 11Q: 3 clusters Score -718917.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -719104.875000 Penalty: 4546.995117
	Iteration 12Q: 3 clusters Score -719104.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -719201.625000 Penalty: 4546.995117
	Iteration 13Q: 3 clusters Score -719201.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -719269.562500 Penalty: 4546.995117
	Iteration 14Q: 3 clusters Score -719269.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -719308.500000 Penalty: 4546.995117
	Iteration 15Q: 3 clusters Score -719308.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -719336.250000 Penalty: 4546.995117
	Iteration 16Q: 3 clusters Score -719336.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -719361.437500 Penalty: 4546.995117
	Iteration 17Q: 3 clusters Score -719361.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -719380.687500 Penalty: 4546.995117
	Iteration 18Q: 3 clusters Score -719380.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -719399.937500 Penalty: 4546.995117
	Iteration 19Q: 3 clusters Score -719399.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -719419.062500 Penalty: 4546.995117
	Iteration 20F: 3 clusters Score -719419.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -719435.750000 Penalty: 4546.995117
	Iteration 21Q: 3 clusters Score -719435.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -719440.187500 Penalty: 4546.995117
	Iteration 22Q: 3 clusters Score -719440.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -719449.187500 Penalty: 4546.995117
	Iteration 23Q: 3 clusters Score -719449.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -719454.625000 Penalty: 4546.995117
	Iteration 24Q: 3 clusters Score -719454.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -719460.562500 Penalty: 4546.995117
	Iteration 25Q: 3 clusters Score -719460.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -719462.500000 Penalty: 4546.995117
	Iteration 26Q: 3 clusters Score -719462.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -719465.125000 Penalty: 4546.995117
	Iteration 27Q: 3 clusters Score -719465.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -719468.500000 Penalty: 4546.995117
	Iteration 28Q: 3 clusters Score -719468.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -719466.937500 Penalty: 4546.995117
	Iteration 29Q: 3 clusters Score -719466.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -719469.312500 Penalty: 4546.995117
	Iteration 30Q: 3 clusters Score -719469.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -719472.437500 Penalty: 4546.995117
	Iteration 31Q: 3 clusters Score -719472.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -719471.250000 Penalty: 4546.995117
	Iteration 32Q: 3 clusters Score -719471.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -719473.875000 Penalty: 4546.995117
	Iteration 33Q: 3 clusters Score -719473.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -719472.812500 Penalty: 4546.995117
	Iteration 34Q: 3 clusters Score -719472.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -719473.562500 Penalty: 4546.995117
	Iteration 35Q: 3 clusters Score -719473.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -719473.000000 Penalty: 4546.995117
	Iteration 36Q: 3 clusters Score -719473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -719474.500000 Penalty: 4546.995117
	Iteration 37Q: 3 clusters Score -719474.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -719475.125000 Penalty: 4546.995117
	Iteration 38Q: 3 clusters Score -719475.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -719474.437500 Penalty: 4546.995117
	Iteration 39Q: 3 clusters Score -719474.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -719473.500000 Penalty: 4546.995117
	Iteration 40F: 3 clusters Score -719473.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -719474.437500 Penalty: 4546.995117
	Iteration 41Q: 3 clusters Score -719474.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -719474.437500 Penalty: 4546.995117
	Iteration 42F: 3 clusters Score -719474.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Entering Unmasked Estep 
Score: -60572.496094 Penalty: 1673.401489
	Iteration 0F: 2 clusters Score -60572.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -58736.367188 Penalty: 3346.802979
	Iteration 0F: 3 clusters Score -58736.37 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -58974.902344 Penalty: 3346.802979
	Iteration 1F: 3 clusters Score -58974.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -59054.550781 Penalty: 3346.802979
	Iteration 2F: 3 clusters Score -59054.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -59084.703125 Penalty: 3346.802979
	Iteration 3Q: 3 clusters Score -59084.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -59103.550781 Penalty: 3346.802979
	Iteration 4Q: 3 clusters Score -59103.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59119.582031 Penalty: 3346.802979
	Iteration 5Q: 3 clusters Score -59119.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -59135.429688 Penalty: 3346.802979
	Iteration 6Q: 3 clusters Score -59135.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -59145.207031 Penalty: 3346.802979
	Iteration 7Q: 3 clusters Score -59145.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -59156.093750 Penalty: 3346.802979
	Iteration 8Q: 3 clusters Score -59156.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -59160.593750 Penalty: 3346.802979
	Iteration 9Q: 3 clusters Score -59160.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -59162.242188 Penalty: 3346.802979
	Iteration 10Q: 3 clusters Score -59162.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -59162.242188 Penalty: 3346.802979
	Iteration 11F: 3 clusters Score -59162.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Entering Unmasked Estep 
Score: -161262.000000 Penalty: 1926.596191
	Iteration 0F: 2 clusters Score -161262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -158397.140625 Penalty: 3853.192383
	Iteration 0F: 3 clusters Score -158397.1 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -159042.296875 Penalty: 3853.192383
	Iteration 1F: 3 clusters Score -159042.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -159260.203125 Penalty: 3853.192383
	Iteration 2F: 3 clusters Score -159260.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -159383.343750 Penalty: 3853.192383
	Iteration 3F: 3 clusters Score -159383.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -159482.718750 Penalty: 3853.192383
	Iteration 4Q: 3 clusters Score -159482.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -159589.390625 Penalty: 3853.192383
	Iteration 5Q: 3 clusters Score -159589.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -159702.734375 Penalty: 3853.192383
	Iteration 6Q: 3 clusters Score -159702.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -159828.312500 Penalty: 3853.192383
	Iteration 7Q: 3 clusters Score -159828.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -160095.390625 Penalty: 3853.192383
	Iteration 8Q: 3 clusters Score -160095.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -160582.296875 Penalty: 3853.192383
	Iteration 9F: 3 clusters Score -160582.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -161405.718750 Penalty: 3853.192383
	Iteration 10F: 3 clusters Score -161405.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -161935.171875 Penalty: 3853.192383
	Iteration 11F: 3 clusters Score -161935.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -162094.109375 Penalty: 3853.192383
	Iteration 12Q: 3 clusters Score -162094.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -162160.562500 Penalty: 3853.192383
	Iteration 13Q: 3 clusters Score -162160.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -162187.015625 Penalty: 3853.192383
	Iteration 14Q: 3 clusters Score -162187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -162203.937500 Penalty: 3853.192383
	Iteration 15Q: 3 clusters Score -162203.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -162219.062500 Penalty: 3853.192383
	Iteration 16Q: 3 clusters Score -162219.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -162228.468750 Penalty: 3853.192383
	Iteration 17Q: 3 clusters Score -162228.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -162232.953125 Penalty: 3853.192383
	Iteration 18Q: 3 clusters Score -162233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -162233.750000 Penalty: 3853.192383
	Iteration 19Q: 3 clusters Score -162233.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -162234.968750 Penalty: 3853.192383
	Iteration 20F: 3 clusters Score -162235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -162235.593750 Penalty: 3853.192383
	Iteration 21Q: 3 clusters Score -162235.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -162236.390625 Penalty: 3853.192383
	Iteration 22Q: 3 clusters Score -162236.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -162236.390625 Penalty: 3853.192383
	Iteration 23F: 3 clusters Score -162236.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 85939 members 
Mstep: Class 3 contains 236327 members 
Mstep: Class 4 contains 3998 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 5290 members 
Mstep: Class 7 contains 4033 members 
Mstep: Class 8 contains 37095 members 
Mstep: Class 9 contains 214650 members 
Mstep: Class 10 contains 7227 members 
Mstep: Class 11 contains 12596 members 
Mstep: Class 12 contains 58499 members 
Mstep: Class 13 contains 5047 members 
Mstep: Class 14 contains 10133 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 17 contains 7386 members 
Mstep: Class 18 contains 206720 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38879 members 
Mstep: Class 22 contains 10427 members 
Mstep: Class 23 contains 14494 members 
Mstep: Class 24 contains 48163 members 
Mstep: Class 25 contains 9051 members 
Mstep: Class 26 contains 18176 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1460 members 
Mstep: Class 29 contains 27568 members 
Mstep: Class 30 contains 4444 members 
Mstep: Class 31 contains 2996 members 
Mstep: Class 32 contains 4112 members 
Mstep: Class 33 contains 12219 members 
Mstep: Class 34 contains 6630 members 
Mstep: Class 35 contains 110896 members 
Mstep: Class 36 contains 1181 members 
Mstep: Class 37 contains 111513 members 
Mstep: Class 38 contains 33299 members 
Mstep: Class 39 contains 3007 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9579 members 
Mstep: Class 42 contains 852 members 
Mstep: Class 43 contains 994 members 
Mstep: Class 44 contains 1031 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12921 members 
Mstep: Class 47 contains 1425 members 
Mstep: Class 48 contains 1371 members 
Entering Unmasked Estep 
Score: -102305976.000000 Penalty: 168600.640625
Splitting cluster 43 changes total score from -102305736.000000 to -102305976.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 44 (1031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Entering Unmasked Estep 
Score: -50819.632812 Penalty: 1720.694580
	Iteration 0F: 2 clusters Score -50819.63 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 509 members 
Entering Unmasked Estep 
Score: -48912.195312 Penalty: 3441.389160
	Iteration 0F: 3 clusters Score -48912.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -49306.687500 Penalty: 3441.389160
	Iteration 1F: 3 clusters Score -49306.69 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -49496.386719 Penalty: 3441.389160
	Iteration 2F: 3 clusters Score -49496.39 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -49654.796875 Penalty: 3441.389160
	Iteration 3F: 3 clusters Score -49654.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -49730.875000 Penalty: 3441.389160
	Iteration 4Q: 3 clusters Score -49730.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -49792.933594 Penalty: 3441.389160
	Iteration 5Q: 3 clusters Score -49792.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -49845.007812 Penalty: 3441.389160
	Iteration 6Q: 3 clusters Score -49845.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -49898.410156 Penalty: 3441.389160
	Iteration 7Q: 3 clusters Score -49898.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -49918.468750 Penalty: 3441.389160
	Iteration 8Q: 3 clusters Score -49918.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -49933.113281 Penalty: 3441.389160
	Iteration 9Q: 3 clusters Score -49933.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -49962.277344 Penalty: 3441.389160
	Iteration 10Q: 3 clusters Score -49962.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -49988.070312 Penalty: 3441.389160
	Iteration 11Q: 3 clusters Score -49988.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -50007.406250 Penalty: 3441.389160
	Iteration 12Q: 3 clusters Score -50007.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -50048.816406 Penalty: 3441.389160
	Iteration 13Q: 3 clusters Score -50048.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -50085.226562 Penalty: 3441.389160
	Iteration 14Q: 3 clusters Score -50085.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -50117.710938 Penalty: 3441.389160
	Iteration 15Q: 3 clusters Score -50117.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -50133.015625 Penalty: 3441.389160
	Iteration 16Q: 3 clusters Score -50133.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -50140.937500 Penalty: 3441.389160
	Iteration 17Q: 3 clusters Score -50140.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -50147.214844 Penalty: 3441.389160
	Iteration 18Q: 3 clusters Score -50147.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -50163.085938 Penalty: 3441.389160
	Iteration 19Q: 3 clusters Score -50163.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -50172.980469 Penalty: 3441.389160
	Iteration 20F: 3 clusters Score -50172.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -50181.222656 Penalty: 3441.389160
	Iteration 21Q: 3 clusters Score -50181.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -50181.757812 Penalty: 3441.389160
	Iteration 22Q: 3 clusters Score -50181.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -50189.808594 Penalty: 3441.389160
	Iteration 23Q: 3 clusters Score -50189.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -50215.097656 Penalty: 3441.389160
	Iteration 24Q: 3 clusters Score -50215.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -50224.683594 Penalty: 3441.389160
	Iteration 25Q: 3 clusters Score -50224.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -50228.933594 Penalty: 3441.389160
	Iteration 26Q: 3 clusters Score -50228.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -50229.343750 Penalty: 3441.389160
	Iteration 27Q: 3 clusters Score -50229.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -50230.113281 Penalty: 3441.389160
	Iteration 28Q: 3 clusters Score -50230.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -50230.113281 Penalty: 3441.389160
	Iteration 29F: 3 clusters Score -50230.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -161371.578125 Penalty: 1922.259277
	Iteration 0F: 2 clusters Score -161371.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -158568.062500 Penalty: 3844.518555
	Iteration 0F: 3 clusters Score -158568.1 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -159195.703125 Penalty: 3844.518555
	Iteration 1F: 3 clusters Score -159195.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -159439.500000 Penalty: 3844.518555
	Iteration 2F: 3 clusters Score -159439.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -159563.921875 Penalty: 3844.518555
	Iteration 3F: 3 clusters Score -159563.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -159643.218750 Penalty: 3844.518555
	Iteration 4Q: 3 clusters Score -159643.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -159703.000000 Penalty: 3844.518555
	Iteration 5Q: 3 clusters Score -159703 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -159770.359375 Penalty: 3844.518555
	Iteration 6Q: 3 clusters Score -159770.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -159833.453125 Penalty: 3844.518555
	Iteration 7Q: 3 clusters Score -159833.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -159895.781250 Penalty: 3844.518555
	Iteration 8Q: 3 clusters Score -159895.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -159947.109375 Penalty: 3844.518555
	Iteration 9Q: 3 clusters Score -159947.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -159990.265625 Penalty: 3844.518555
	Iteration 10Q: 3 clusters Score -159990.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -160045.328125 Penalty: 3844.518555
	Iteration 11Q: 3 clusters Score -160045.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -160092.109375 Penalty: 3844.518555
	Iteration 12Q: 3 clusters Score -160092.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -160127.000000 Penalty: 3844.518555
	Iteration 13Q: 3 clusters Score -160127 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -160169.531250 Penalty: 3844.518555
	Iteration 14Q: 3 clusters Score -160169.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -160228.843750 Penalty: 3844.518555
	Iteration 15Q: 3 clusters Score -160228.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -160310.203125 Penalty: 3844.518555
	Iteration 16Q: 3 clusters Score -160310.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -160480.609375 Penalty: 3844.518555
	Iteration 17Q: 3 clusters Score -160480.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -160713.812500 Penalty: 3844.518555
	Iteration 18Q: 3 clusters Score -160713.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -160893.937500 Penalty: 3844.518555
	Iteration 19Q: 3 clusters Score -160893.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -160935.906250 Penalty: 3844.518555
	Iteration 20F: 3 clusters Score -160935.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -160966.093750 Penalty: 3844.518555
	Iteration 21Q: 3 clusters Score -160966.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -160982.578125 Penalty: 3844.518555
	Iteration 22Q: 3 clusters Score -160982.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -160990.156250 Penalty: 3844.518555
	Iteration 23Q: 3 clusters Score -160990.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -160995.625000 Penalty: 3844.518555
	Iteration 24Q: 3 clusters Score -160995.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -161001.718750 Penalty: 3844.518555
	Iteration 25Q: 3 clusters Score -161001.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -161004.562500 Penalty: 3844.518555
	Iteration 26Q: 3 clusters Score -161004.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -161008.125000 Penalty: 3844.518555
	Iteration 27Q: 3 clusters Score -161008.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -161011.968750 Penalty: 3844.518555
	Iteration 28Q: 3 clusters Score -161012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -161011.968750 Penalty: 3844.518555
	Iteration 29F: 3 clusters Score -161012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (12921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Entering Unmasked Estep 
Score: -978325.062500 Penalty: 2347.718994
	Iteration 0F: 2 clusters Score -978325.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -968828.750000 Penalty: 4695.437988
	Iteration 0F: 3 clusters Score -968828.8 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -971711.187500 Penalty: 4695.437988
	Iteration 1F: 3 clusters Score -971711.2 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -972063.937500 Penalty: 4695.437988
	Iteration 2F: 3 clusters Score -972063.9 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -972359.125000 Penalty: 4695.437988
	Iteration 3F: 3 clusters Score -972359.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -972633.875000 Penalty: 4695.437988
	Iteration 4Q: 3 clusters Score -972633.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -972919.812500 Penalty: 4695.437988
	Iteration 5Q: 3 clusters Score -972919.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -973198.187500 Penalty: 4695.437988
	Iteration 6Q: 3 clusters Score -973198.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -973495.875000 Penalty: 4695.437988
	Iteration 7Q: 3 clusters Score -973495.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -973799.000000 Penalty: 4695.437988
	Iteration 8Q: 3 clusters Score -973799 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -974091.125000 Penalty: 4695.437988
	Iteration 9Q: 3 clusters Score -974091.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -974404.750000 Penalty: 4695.437988
	Iteration 10Q: 3 clusters Score -974404.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -974726.062500 Penalty: 4695.437988
	Iteration 11Q: 3 clusters Score -974726.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -975030.437500 Penalty: 4695.437988
	Iteration 12Q: 3 clusters Score -975030.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -975305.062500 Penalty: 4695.437988
	Iteration 13Q: 3 clusters Score -975305.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -975549.375000 Penalty: 4695.437988
	Iteration 14Q: 3 clusters Score -975549.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -975728.125000 Penalty: 4695.437988
	Iteration 15Q: 3 clusters Score -975728.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -975835.687500 Penalty: 4695.437988
	Iteration 16Q: 3 clusters Score -975835.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -975919.750000 Penalty: 4695.437988
	Iteration 17Q: 3 clusters Score -975919.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -975990.062500 Penalty: 4695.437988
	Iteration 18Q: 3 clusters Score -975990.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -976055.500000 Penalty: 4695.437988
	Iteration 19Q: 3 clusters Score -976055.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -976110.937500 Penalty: 4695.437988
	Iteration 20F: 3 clusters Score -976110.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -976150.437500 Penalty: 4695.437988
	Iteration 21Q: 3 clusters Score -976150.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -976178.000000 Penalty: 4695.437988
	Iteration 22Q: 3 clusters Score -976178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -976201.875000 Penalty: 4695.437988
	Iteration 23Q: 3 clusters Score -976201.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -976220.312500 Penalty: 4695.437988
	Iteration 24Q: 3 clusters Score -976220.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -976231.062500 Penalty: 4695.437988
	Iteration 25Q: 3 clusters Score -976231.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -976237.437500 Penalty: 4695.437988
	Iteration 26Q: 3 clusters Score -976237.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -976244.000000 Penalty: 4695.437988
	Iteration 27Q: 3 clusters Score -976244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -976249.812500 Penalty: 4695.437988
	Iteration 28Q: 3 clusters Score -976249.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -976256.250000 Penalty: 4695.437988
	Iteration 29Q: 3 clusters Score -976256.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -976259.250000 Penalty: 4695.437988
	Iteration 30Q: 3 clusters Score -976259.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -976266.187500 Penalty: 4695.437988
	Iteration 31Q: 3 clusters Score -976266.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -976273.062500 Penalty: 4695.437988
	Iteration 32Q: 3 clusters Score -976273.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -976282.375000 Penalty: 4695.437988
	Iteration 33Q: 3 clusters Score -976282.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -976290.562500 Penalty: 4695.437988
	Iteration 34Q: 3 clusters Score -976290.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -976293.875000 Penalty: 4695.437988
	Iteration 35Q: 3 clusters Score -976293.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -976294.250000 Penalty: 4695.437988
	Iteration 36Q: 3 clusters Score -976294.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -976294.250000 Penalty: 4695.437988
	Iteration 37F: 3 clusters Score -976294.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -100933.960938 Penalty: 1800.957886
	Iteration 0F: 2 clusters Score -100934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -98742.625000 Penalty: 3601.915771
	Iteration 0F: 3 clusters Score -98742.62 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -99152.601562 Penalty: 3601.915771
	Iteration 1F: 3 clusters Score -99152.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -99274.000000 Penalty: 3601.915771
	Iteration 2F: 3 clusters Score -99274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -99316.875000 Penalty: 3601.915771
	Iteration 3Q: 3 clusters Score -99316.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -99342.593750 Penalty: 3601.915771
	Iteration 4Q: 3 clusters Score -99342.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -99368.515625 Penalty: 3601.915771
	Iteration 5Q: 3 clusters Score -99368.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -99386.914062 Penalty: 3601.915771
	Iteration 6Q: 3 clusters Score -99386.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -99398.164062 Penalty: 3601.915771
	Iteration 7Q: 3 clusters Score -99398.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -99404.875000 Penalty: 3601.915771
	Iteration 8Q: 3 clusters Score -99404.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -99409.937500 Penalty: 3601.915771
	Iteration 9Q: 3 clusters Score -99409.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -99412.070312 Penalty: 3601.915771
	Iteration 10Q: 3 clusters Score -99412.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -99412.781250 Penalty: 3601.915771
	Iteration 11Q: 3 clusters Score -99412.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -99413.976562 Penalty: 3601.915771
	Iteration 12Q: 3 clusters Score -99413.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -99415.148438 Penalty: 3601.915771
	Iteration 13Q: 3 clusters Score -99415.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -99415.640625 Penalty: 3601.915771
	Iteration 14Q: 3 clusters Score -99415.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -99417.664062 Penalty: 3601.915771
	Iteration 15Q: 3 clusters Score -99417.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -99419.546875 Penalty: 3601.915771
	Iteration 16Q: 3 clusters Score -99419.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -99421.679688 Penalty: 3601.915771
	Iteration 17Q: 3 clusters Score -99421.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -99424.421875 Penalty: 3601.915771
	Iteration 18Q: 3 clusters Score -99424.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -99428.898438 Penalty: 3601.915771
	Iteration 19Q: 3 clusters Score -99428.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -99431.648438 Penalty: 3601.915771
	Iteration 20F: 3 clusters Score -99431.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -99433.492188 Penalty: 3601.915771
	Iteration 21Q: 3 clusters Score -99433.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -99434.992188 Penalty: 3601.915771
	Iteration 22Q: 3 clusters Score -99434.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -99436.632812 Penalty: 3601.915771
	Iteration 23Q: 3 clusters Score -99436.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -99437.859375 Penalty: 3601.915771
	Iteration 24Q: 3 clusters Score -99437.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -99439.195312 Penalty: 3601.915771
	Iteration 25Q: 3 clusters Score -99439.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -99440.265625 Penalty: 3601.915771
	Iteration 26Q: 3 clusters Score -99440.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -99441.015625 Penalty: 3601.915771
	Iteration 27Q: 3 clusters Score -99441.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -99441.656250 Penalty: 3601.915771
	Iteration 28Q: 3 clusters Score -99441.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -99443.492188 Penalty: 3601.915771
	Iteration 29Q: 3 clusters Score -99443.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -99445.289062 Penalty: 3601.915771
	Iteration 30Q: 3 clusters Score -99445.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -99445.289062 Penalty: 3601.915771
	Iteration 31F: 3 clusters Score -99445.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 85939 members 
Mstep: Class 3 contains 236327 members 
Mstep: Class 4 contains 3998 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 5290 members 
Mstep: Class 7 contains 4033 members 
Mstep: Class 8 contains 37095 members 
Mstep: Class 9 contains 214650 members 
Mstep: Class 10 contains 7227 members 
Mstep: Class 11 contains 12596 members 
Mstep: Class 12 contains 58499 members 
Mstep: Class 13 contains 5047 members 
Mstep: Class 14 contains 10133 members 
Mstep: Class 15 contains 3848 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 17 contains 7386 members 
Mstep: Class 18 contains 206720 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38879 members 
Mstep: Class 22 contains 10427 members 
Mstep: Class 23 contains 14494 members 
Mstep: Class 24 contains 48163 members 
Mstep: Class 25 contains 9051 members 
Mstep: Class 26 contains 18176 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1460 members 
Mstep: Class 29 contains 27568 members 
Mstep: Class 30 contains 4444 members 
Mstep: Class 31 contains 2996 members 
Mstep: Class 32 contains 4112 members 
Mstep: Class 33 contains 12219 members 
Mstep: Class 34 contains 6630 members 
Mstep: Class 35 contains 110896 members 
Mstep: Class 36 contains 1181 members 
Mstep: Class 37 contains 111513 members 
Mstep: Class 38 contains 33299 members 
Mstep: Class 39 contains 3007 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9579 members 
Mstep: Class 42 contains 852 members 
Mstep: Class 43 contains 994 members 
Mstep: Class 44 contains 1031 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12921 members 
Mstep: Class 47 contains 1425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102307112.000000 Penalty: 168600.640625
Iteration 199Q: 49 clusters Score -1.023071e+08 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 86547 members 
Mstep: Class 3 contains 237271 members 
Mstep: Class 4 contains 4003 members 
Mstep: Class 5 contains 2555 members 
Mstep: Class 6 contains 5292 members 
Mstep: Class 7 contains 4035 members 
Mstep: Class 8 contains 37024 members 
Mstep: Class 9 contains 210291 members 
Mstep: Class 10 contains 7202 members 
Mstep: Class 11 contains 12552 members 
Mstep: Class 12 contains 58573 members 
Mstep: Class 13 contains 5044 members 
Mstep: Class 14 contains 10130 members 
Mstep: Class 15 contains 3860 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 17 contains 7379 members 
Mstep: Class 18 contains 206715 members 
Mstep: Class 19 contains 11176 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38870 members 
Mstep: Class 22 contains 10424 members 
Mstep: Class 23 contains 14486 members 
Mstep: Class 24 contains 48065 members 
Mstep: Class 25 contains 9063 members 
Mstep: Class 26 contains 18169 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1354 members 
Mstep: Class 29 contains 27574 members 
Mstep: Class 30 contains 4446 members 
Mstep: Class 31 contains 3005 members 
Mstep: Class 32 contains 4119 members 
Mstep: Class 33 contains 12216 members 
Mstep: Class 34 contains 6636 members 
Mstep: Class 35 contains 111184 members 
Mstep: Class 36 contains 1182 members 
Mstep: Class 37 contains 114029 members 
Mstep: Class 38 contains 33465 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9591 members 
Mstep: Class 42 contains 852 members 
Mstep: Class 43 contains 1111 members 
Mstep: Class 44 contains 1031 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12917 members 
Mstep: Class 47 contains 1425 members 
Mstep: Class 48 contains 1350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102309792.000000 Penalty: 168600.640625
Iteration 200F: 49 clusters Score -1.023098e+08 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 87203 members 
Mstep: Class 3 contains 238070 members 
Mstep: Class 4 contains 4010 members 
Mstep: Class 5 contains 2553 members 
Mstep: Class 6 contains 5292 members 
Mstep: Class 7 contains 4035 members 
Mstep: Class 8 contains 36963 members 
Mstep: Class 9 contains 206031 members 
Mstep: Class 10 contains 7171 members 
Mstep: Class 11 contains 12524 members 
Mstep: Class 12 contains 58606 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 10126 members 
Mstep: Class 15 contains 3864 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 17 contains 7377 members 
Mstep: Class 18 contains 206715 members 
Mstep: Class 19 contains 11164 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38832 members 
Mstep: Class 22 contains 10420 members 
Mstep: Class 23 contains 14470 members 
Mstep: Class 24 contains 47981 members 
Mstep: Class 25 contains 9058 members 
Mstep: Class 26 contains 18164 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1259 members 
Mstep: Class 29 contains 27591 members 
Mstep: Class 30 contains 4449 members 
Mstep: Class 31 contains 2997 members 
Mstep: Class 32 contains 4118 members 
Mstep: Class 33 contains 12216 members 
Mstep: Class 34 contains 6637 members 
Mstep: Class 35 contains 111475 members 
Mstep: Class 36 contains 1176 members 
Mstep: Class 37 contains 116602 members 
Mstep: Class 38 contains 33617 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9601 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1206 members 
Mstep: Class 44 contains 1030 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12917 members 
Mstep: Class 47 contains 1425 members 
Mstep: Class 48 contains 1369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102311600.000000 Penalty: 168600.640625
Iteration 201Q: 49 clusters Score -1.023116e+08 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 87827 members 
Mstep: Class 3 contains 238761 members 
Mstep: Class 4 contains 4018 members 
Mstep: Class 5 contains 2554 members 
Mstep: Class 6 contains 5289 members 
Mstep: Class 7 contains 4035 members 
Mstep: Class 8 contains 36883 members 
Mstep: Class 9 contains 202240 members 
Mstep: Class 10 contains 7154 members 
Mstep: Class 11 contains 12494 members 
Mstep: Class 12 contains 58605 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 10120 members 
Mstep: Class 15 contains 3871 members 
Mstep: Class 16 contains 2468 members 
Mstep: Class 17 contains 7374 members 
Mstep: Class 18 contains 206705 members 
Mstep: Class 19 contains 11144 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38784 members 
Mstep: Class 22 contains 10413 members 
Mstep: Class 23 contains 14463 members 
Mstep: Class 24 contains 47910 members 
Mstep: Class 25 contains 9035 members 
Mstep: Class 26 contains 18165 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1200 members 
Mstep: Class 29 contains 27585 members 
Mstep: Class 30 contains 4456 members 
Mstep: Class 31 contains 2994 members 
Mstep: Class 32 contains 4119 members 
Mstep: Class 33 contains 12214 members 
Mstep: Class 34 contains 6644 members 
Mstep: Class 35 contains 111765 members 
Mstep: Class 36 contains 1173 members 
Mstep: Class 37 contains 118945 members 
Mstep: Class 38 contains 33757 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9610 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1259 members 
Mstep: Class 44 contains 1031 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12917 members 
Mstep: Class 47 contains 1425 members 
Mstep: Class 48 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102312832.000000 Penalty: 168600.640625
Iteration 202Q: 49 clusters Score -1.023128e+08 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 88402 members 
Mstep: Class 3 contains 239395 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 2554 members 
Mstep: Class 6 contains 5287 members 
Mstep: Class 7 contains 4036 members 
Mstep: Class 8 contains 36785 members 
Mstep: Class 9 contains 198843 members 
Mstep: Class 10 contains 7140 members 
Mstep: Class 11 contains 12472 members 
Mstep: Class 12 contains 58522 members 
Mstep: Class 13 contains 5038 members 
Mstep: Class 14 contains 10117 members 
Mstep: Class 15 contains 3871 members 
Mstep: Class 16 contains 2466 members 
Mstep: Class 17 contains 7373 members 
Mstep: Class 18 contains 206704 members 
Mstep: Class 19 contains 11132 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38740 members 
Mstep: Class 22 contains 10408 members 
Mstep: Class 23 contains 14461 members 
Mstep: Class 24 contains 47809 members 
Mstep: Class 25 contains 9014 members 
Mstep: Class 26 contains 18165 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 27572 members 
Mstep: Class 30 contains 4457 members 
Mstep: Class 31 contains 3001 members 
Mstep: Class 32 contains 4122 members 
Mstep: Class 33 contains 12216 members 
Mstep: Class 34 contains 6647 members 
Mstep: Class 35 contains 112086 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 121022 members 
Mstep: Class 38 contains 33945 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9616 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1276 members 
Mstep: Class 44 contains 1032 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12917 members 
Mstep: Class 47 contains 1425 members 
Mstep: Class 48 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102313320.000000 Penalty: 168600.640625
Iteration 203Q: 49 clusters Score -1.023133e+08 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 88900 members 
Mstep: Class 3 contains 239976 members 
Mstep: Class 4 contains 4028 members 
Mstep: Class 5 contains 2553 members 
Mstep: Class 6 contains 5286 members 
Mstep: Class 7 contains 4034 members 
Mstep: Class 8 contains 36705 members 
Mstep: Class 9 contains 195915 members 
Mstep: Class 10 contains 7134 members 
Mstep: Class 11 contains 12453 members 
Mstep: Class 12 contains 58444 members 
Mstep: Class 13 contains 5038 members 
Mstep: Class 14 contains 10115 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2464 members 
Mstep: Class 17 contains 7375 members 
Mstep: Class 18 contains 206705 members 
Mstep: Class 19 contains 11112 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38690 members 
Mstep: Class 22 contains 10404 members 
Mstep: Class 23 contains 14451 members 
Mstep: Class 24 contains 47729 members 
Mstep: Class 25 contains 9011 members 
Mstep: Class 26 contains 18165 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1155 members 
Mstep: Class 29 contains 27557 members 
Mstep: Class 30 contains 4460 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4124 members 
Mstep: Class 33 contains 12219 members 
Mstep: Class 34 contains 6643 members 
Mstep: Class 35 contains 112377 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 122770 members 
Mstep: Class 38 contains 34115 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1765 members 
Mstep: Class 41 contains 9622 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1285 members 
Mstep: Class 44 contains 1034 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12910 members 
Mstep: Class 47 contains 1426 members 
Mstep: Class 48 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102314240.000000 Penalty: 168600.640625
Iteration 204Q: 49 clusters Score -1.023142e+08 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 89402 members 
Mstep: Class 3 contains 240455 members 
Mstep: Class 4 contains 4034 members 
Mstep: Class 5 contains 2553 members 
Mstep: Class 6 contains 5284 members 
Mstep: Class 7 contains 4042 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 193343 members 
Mstep: Class 10 contains 7118 members 
Mstep: Class 11 contains 12439 members 
Mstep: Class 12 contains 58364 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 10103 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2464 members 
Mstep: Class 17 contains 7377 members 
Mstep: Class 18 contains 206705 members 
Mstep: Class 19 contains 11096 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38639 members 
Mstep: Class 22 contains 10405 members 
Mstep: Class 23 contains 14446 members 
Mstep: Class 24 contains 47663 members 
Mstep: Class 25 contains 9005 members 
Mstep: Class 26 contains 18164 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1143 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4462 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4129 members 
Mstep: Class 33 contains 12219 members 
Mstep: Class 34 contains 6654 members 
Mstep: Class 35 contains 112716 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 124235 members 
Mstep: Class 38 contains 34220 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1766 members 
Mstep: Class 41 contains 9626 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1290 members 
Mstep: Class 44 contains 1034 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12896 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102314600.000000 Penalty: 168600.640625
Iteration 205Q: 49 clusters Score -1.023146e+08 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 89861 members 
Mstep: Class 3 contains 240911 members 
Mstep: Class 4 contains 4036 members 
Mstep: Class 5 contains 2551 members 
Mstep: Class 6 contains 5282 members 
Mstep: Class 7 contains 4045 members 
Mstep: Class 8 contains 36593 members 
Mstep: Class 9 contains 191065 members 
Mstep: Class 10 contains 7100 members 
Mstep: Class 11 contains 12418 members 
Mstep: Class 12 contains 58265 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2464 members 
Mstep: Class 17 contains 7379 members 
Mstep: Class 18 contains 206706 members 
Mstep: Class 19 contains 11096 members 
Mstep: Class 20 contains 970 members 
Mstep: Class 21 contains 38591 members 
Mstep: Class 22 contains 10401 members 
Mstep: Class 23 contains 14438 members 
Mstep: Class 24 contains 47617 members 
Mstep: Class 25 contains 9001 members 
Mstep: Class 26 contains 18162 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1133 members 
Mstep: Class 29 contains 27548 members 
Mstep: Class 30 contains 4464 members 
Mstep: Class 31 contains 3004 members 
Mstep: Class 32 contains 4131 members 
Mstep: Class 33 contains 12220 members 
Mstep: Class 34 contains 6660 members 
Mstep: Class 35 contains 113021 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 125483 members 
Mstep: Class 38 contains 34326 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1768 members 
Mstep: Class 41 contains 9626 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1297 members 
Mstep: Class 44 contains 1034 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12893 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102314680.000000 Penalty: 168600.640625
Iteration 206Q: 49 clusters Score -1.023147e+08 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 90253 members 
Mstep: Class 3 contains 241329 members 
Mstep: Class 4 contains 4039 members 
Mstep: Class 5 contains 2549 members 
Mstep: Class 6 contains 5280 members 
Mstep: Class 7 contains 4043 members 
Mstep: Class 8 contains 36550 members 
Mstep: Class 9 contains 189150 members 
Mstep: Class 10 contains 7087 members 
Mstep: Class 11 contains 12405 members 
Mstep: Class 12 contains 58150 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 3874 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 17 contains 7377 members 
Mstep: Class 18 contains 206705 members 
Mstep: Class 19 contains 11097 members 
Mstep: Class 20 contains 970 members 
Mstep: Class 21 contains 38549 members 
Mstep: Class 22 contains 10397 members 
Mstep: Class 23 contains 14439 members 
Mstep: Class 24 contains 47610 members 
Mstep: Class 25 contains 8997 members 
Mstep: Class 26 contains 18159 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1121 members 
Mstep: Class 29 contains 27532 members 
Mstep: Class 30 contains 4465 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4134 members 
Mstep: Class 33 contains 12221 members 
Mstep: Class 34 contains 6663 members 
Mstep: Class 35 contains 113301 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 126464 members 
Mstep: Class 38 contains 34427 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1769 members 
Mstep: Class 41 contains 9628 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1310 members 
Mstep: Class 44 contains 1034 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12890 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102315048.000000 Penalty: 168600.640625
Iteration 207Q: 49 clusters Score -1.02315e+08 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 90595 members 
Mstep: Class 3 contains 241671 members 
Mstep: Class 4 contains 4041 members 
Mstep: Class 5 contains 2548 members 
Mstep: Class 6 contains 5280 members 
Mstep: Class 7 contains 4043 members 
Mstep: Class 8 contains 36521 members 
Mstep: Class 9 contains 187465 members 
Mstep: Class 10 contains 7083 members 
Mstep: Class 11 contains 12395 members 
Mstep: Class 12 contains 58014 members 
Mstep: Class 13 contains 5031 members 
Mstep: Class 14 contains 10092 members 
Mstep: Class 15 contains 3874 members 
Mstep: Class 16 contains 2464 members 
Mstep: Class 17 contains 7379 members 
Mstep: Class 18 contains 206700 members 
Mstep: Class 19 contains 11104 members 
Mstep: Class 20 contains 970 members 
Mstep: Class 21 contains 38504 members 
Mstep: Class 22 contains 10395 members 
Mstep: Class 23 contains 14435 members 
Mstep: Class 24 contains 47611 members 
Mstep: Class 25 contains 8998 members 
Mstep: Class 26 contains 18159 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1109 members 
Mstep: Class 29 contains 27530 members 
Mstep: Class 30 contains 4465 members 
Mstep: Class 31 contains 3001 members 
Mstep: Class 32 contains 4136 members 
Mstep: Class 33 contains 12220 members 
Mstep: Class 34 contains 6660 members 
Mstep: Class 35 contains 113602 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 127299 members 
Mstep: Class 38 contains 34517 members 
Mstep: Class 39 contains 3008 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9629 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1321 members 
Mstep: Class 44 contains 1035 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12897 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102315400.000000 Penalty: 168600.640625
Iteration 208Q: 49 clusters Score -1.023154e+08 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 90915 members 
Mstep: Class 3 contains 241995 members 
Mstep: Class 4 contains 4043 members 
Mstep: Class 5 contains 2548 members 
Mstep: Class 6 contains 5278 members 
Mstep: Class 7 contains 4037 members 
Mstep: Class 8 contains 36478 members 
Mstep: Class 9 contains 186001 members 
Mstep: Class 10 contains 7080 members 
Mstep: Class 11 contains 12384 members 
Mstep: Class 12 contains 57899 members 
Mstep: Class 13 contains 5027 members 
Mstep: Class 14 contains 10091 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 7376 members 
Mstep: Class 18 contains 206701 members 
Mstep: Class 19 contains 11100 members 
Mstep: Class 20 contains 970 members 
Mstep: Class 21 contains 38461 members 
Mstep: Class 22 contains 10395 members 
Mstep: Class 23 contains 14439 members 
Mstep: Class 24 contains 47636 members 
Mstep: Class 25 contains 8984 members 
Mstep: Class 26 contains 18159 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1102 members 
Mstep: Class 29 contains 27529 members 
Mstep: Class 30 contains 4465 members 
Mstep: Class 31 contains 3001 members 
Mstep: Class 32 contains 4136 members 
Mstep: Class 33 contains 12220 members 
Mstep: Class 34 contains 6658 members 
Mstep: Class 35 contains 113836 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 128000 members 
Mstep: Class 38 contains 34616 members 
Mstep: Class 39 contains 3009 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9632 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1327 members 
Mstep: Class 44 contains 1035 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12894 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102315480.000000 Penalty: 168600.640625
Iteration 209Q: 49 clusters Score -1.023155e+08 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 91235 members 
Mstep: Class 3 contains 242240 members 
Mstep: Class 4 contains 4044 members 
Mstep: Class 5 contains 2548 members 
Mstep: Class 6 contains 5279 members 
Mstep: Class 7 contains 4034 members 
Mstep: Class 8 contains 36437 members 
Mstep: Class 9 contains 184669 members 
Mstep: Class 10 contains 7078 members 
Mstep: Class 11 contains 12376 members 
Mstep: Class 12 contains 57787 members 
Mstep: Class 13 contains 5025 members 
Mstep: Class 14 contains 10090 members 
Mstep: Class 15 contains 3875 members 
Mstep: Class 16 contains 2468 members 
Mstep: Class 17 contains 7375 members 
Mstep: Class 18 contains 206700 members 
Mstep: Class 19 contains 11098 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 38433 members 
Mstep: Class 22 contains 10396 members 
Mstep: Class 23 contains 14444 members 
Mstep: Class 24 contains 47667 members 
Mstep: Class 25 contains 8974 members 
Mstep: Class 26 contains 18157 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1093 members 
Mstep: Class 29 contains 27528 members 
Mstep: Class 30 contains 4466 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4137 members 
Mstep: Class 33 contains 12220 members 
Mstep: Class 34 contains 6658 members 
Mstep: Class 35 contains 114074 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 128597 members 
Mstep: Class 38 contains 34714 members 
Mstep: Class 39 contains 3009 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9637 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1331 members 
Mstep: Class 44 contains 1036 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12896 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102315736.000000 Penalty: 168600.640625
Iteration 210Q: 49 clusters Score -1.023157e+08 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 91514 members 
Mstep: Class 3 contains 242458 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 2547 members 
Mstep: Class 6 contains 5277 members 
Mstep: Class 7 contains 4035 members 
Mstep: Class 8 contains 36409 members 
Mstep: Class 9 contains 183488 members 
Mstep: Class 10 contains 7073 members 
Mstep: Class 11 contains 12375 members 
Mstep: Class 12 contains 57688 members 
Mstep: Class 13 contains 5023 members 
Mstep: Class 14 contains 10087 members 
Mstep: Class 15 contains 3874 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7375 members 
Mstep: Class 18 contains 206698 members 
Mstep: Class 19 contains 11094 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38402 members 
Mstep: Class 22 contains 10392 members 
Mstep: Class 23 contains 14454 members 
Mstep: Class 24 contains 47710 members 
Mstep: Class 25 contains 8965 members 
Mstep: Class 26 contains 18159 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1086 members 
Mstep: Class 29 contains 27532 members 
Mstep: Class 30 contains 4468 members 
Mstep: Class 31 contains 3002 members 
Mstep: Class 32 contains 4137 members 
Mstep: Class 33 contains 12219 members 
Mstep: Class 34 contains 6661 members 
Mstep: Class 35 contains 114297 members 
Mstep: Class 36 contains 1173 members 
Mstep: Class 37 contains 129118 members 
Mstep: Class 38 contains 34768 members 
Mstep: Class 39 contains 3009 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9647 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1337 members 
Mstep: Class 44 contains 1037 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12894 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316056.000000 Penalty: 168600.640625
Iteration 211Q: 49 clusters Score -1.023161e+08 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 91776 members 
Mstep: Class 3 contains 242628 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 2547 members 
Mstep: Class 6 contains 5275 members 
Mstep: Class 7 contains 4031 members 
Mstep: Class 8 contains 36386 members 
Mstep: Class 9 contains 182466 members 
Mstep: Class 10 contains 7069 members 
Mstep: Class 11 contains 12374 members 
Mstep: Class 12 contains 57605 members 
Mstep: Class 13 contains 5022 members 
Mstep: Class 14 contains 10084 members 
Mstep: Class 15 contains 3874 members 
Mstep: Class 16 contains 2471 members 
Mstep: Class 17 contains 7373 members 
Mstep: Class 18 contains 206698 members 
Mstep: Class 19 contains 11096 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38362 members 
Mstep: Class 22 contains 10388 members 
Mstep: Class 23 contains 14461 members 
Mstep: Class 24 contains 47744 members 
Mstep: Class 25 contains 8953 members 
Mstep: Class 26 contains 18159 members 
Mstep: Class 27 contains 4993 members 
Mstep: Class 28 contains 1081 members 
Mstep: Class 29 contains 27536 members 
Mstep: Class 30 contains 4469 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4137 members 
Mstep: Class 33 contains 12219 members 
Mstep: Class 34 contains 6665 members 
Mstep: Class 35 contains 114490 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 129590 members 
Mstep: Class 38 contains 34813 members 
Mstep: Class 39 contains 3009 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9654 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1341 members 
Mstep: Class 44 contains 1037 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12891 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316424.000000 Penalty: 168600.640625
Iteration 212Q: 49 clusters Score -1.023164e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 91967 members 
Mstep: Class 3 contains 242770 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 2547 members 
Mstep: Class 6 contains 5274 members 
Mstep: Class 7 contains 4029 members 
Mstep: Class 8 contains 36363 members 
Mstep: Class 9 contains 181620 members 
Mstep: Class 10 contains 7066 members 
Mstep: Class 11 contains 12376 members 
Mstep: Class 12 contains 57522 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10081 members 
Mstep: Class 15 contains 3874 members 
Mstep: Class 16 contains 2471 members 
Mstep: Class 17 contains 7373 members 
Mstep: Class 18 contains 206697 members 
Mstep: Class 19 contains 11094 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38329 members 
Mstep: Class 22 contains 10383 members 
Mstep: Class 23 contains 14467 members 
Mstep: Class 24 contains 47778 members 
Mstep: Class 25 contains 8949 members 
Mstep: Class 26 contains 18160 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1080 members 
Mstep: Class 29 contains 27542 members 
Mstep: Class 30 contains 4471 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4140 members 
Mstep: Class 33 contains 12220 members 
Mstep: Class 34 contains 6661 members 
Mstep: Class 35 contains 114668 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 129997 members 
Mstep: Class 38 contains 34849 members 
Mstep: Class 39 contains 3009 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9659 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1343 members 
Mstep: Class 44 contains 1037 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12889 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316456.000000 Penalty: 168600.640625
Iteration 213Q: 49 clusters Score -1.023165e+08 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 92145 members 
Mstep: Class 3 contains 242906 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 2547 members 
Mstep: Class 6 contains 5274 members 
Mstep: Class 7 contains 4026 members 
Mstep: Class 8 contains 36336 members 
Mstep: Class 9 contains 180892 members 
Mstep: Class 10 contains 7063 members 
Mstep: Class 11 contains 12375 members 
Mstep: Class 12 contains 57471 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10080 members 
Mstep: Class 15 contains 3874 members 
Mstep: Class 16 contains 2471 members 
Mstep: Class 17 contains 7373 members 
Mstep: Class 18 contains 206695 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38304 members 
Mstep: Class 22 contains 10375 members 
Mstep: Class 23 contains 14473 members 
Mstep: Class 24 contains 47790 members 
Mstep: Class 25 contains 8950 members 
Mstep: Class 26 contains 18162 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1079 members 
Mstep: Class 29 contains 27547 members 
Mstep: Class 30 contains 4473 members 
Mstep: Class 31 contains 3004 members 
Mstep: Class 32 contains 4140 members 
Mstep: Class 33 contains 12222 members 
Mstep: Class 34 contains 6657 members 
Mstep: Class 35 contains 114815 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 130322 members 
Mstep: Class 38 contains 34884 members 
Mstep: Class 39 contains 3010 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9661 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1344 members 
Mstep: Class 44 contains 1037 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12890 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316520.000000 Penalty: 168600.640625
Iteration 214Q: 49 clusters Score -1.023165e+08 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 92287 members 
Mstep: Class 3 contains 243030 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 2547 members 
Mstep: Class 6 contains 5273 members 
Mstep: Class 7 contains 4025 members 
Mstep: Class 8 contains 36318 members 
Mstep: Class 9 contains 180246 members 
Mstep: Class 10 contains 7056 members 
Mstep: Class 11 contains 12373 members 
Mstep: Class 12 contains 57426 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10081 members 
Mstep: Class 15 contains 3874 members 
Mstep: Class 16 contains 2471 members 
Mstep: Class 17 contains 7371 members 
Mstep: Class 18 contains 206695 members 
Mstep: Class 19 contains 11093 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38283 members 
Mstep: Class 22 contains 10372 members 
Mstep: Class 23 contains 14487 members 
Mstep: Class 24 contains 47806 members 
Mstep: Class 25 contains 8947 members 
Mstep: Class 26 contains 18164 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1079 members 
Mstep: Class 29 contains 27546 members 
Mstep: Class 30 contains 4475 members 
Mstep: Class 31 contains 3004 members 
Mstep: Class 32 contains 4141 members 
Mstep: Class 33 contains 12223 members 
Mstep: Class 34 contains 6647 members 
Mstep: Class 35 contains 114955 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 130600 members 
Mstep: Class 38 contains 34920 members 
Mstep: Class 39 contains 3011 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9663 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1344 members 
Mstep: Class 44 contains 1037 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12889 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316456.000000 Penalty: 168600.640625
Iteration 215Q: 49 clusters Score -1.023165e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 92382 members 
Mstep: Class 3 contains 243132 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 2546 members 
Mstep: Class 6 contains 5273 members 
Mstep: Class 7 contains 4026 members 
Mstep: Class 8 contains 36294 members 
Mstep: Class 9 contains 179706 members 
Mstep: Class 10 contains 7051 members 
Mstep: Class 11 contains 12371 members 
Mstep: Class 12 contains 57387 members 
Mstep: Class 13 contains 5019 members 
Mstep: Class 14 contains 10077 members 
Mstep: Class 15 contains 3874 members 
Mstep: Class 16 contains 2471 members 
Mstep: Class 17 contains 7370 members 
Mstep: Class 18 contains 206693 members 
Mstep: Class 19 contains 11095 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38278 members 
Mstep: Class 22 contains 10374 members 
Mstep: Class 23 contains 14493 members 
Mstep: Class 24 contains 47818 members 
Mstep: Class 25 contains 8946 members 
Mstep: Class 26 contains 18166 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1079 members 
Mstep: Class 29 contains 27541 members 
Mstep: Class 30 contains 4475 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4141 members 
Mstep: Class 33 contains 12224 members 
Mstep: Class 34 contains 6647 members 
Mstep: Class 35 contains 115085 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 130846 members 
Mstep: Class 38 contains 34950 members 
Mstep: Class 39 contains 3012 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9665 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1344 members 
Mstep: Class 44 contains 1037 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12888 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316600.000000 Penalty: 168600.640625
Iteration 216Q: 49 clusters Score -1.023166e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 92484 members 
Mstep: Class 3 contains 243239 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 2546 members 
Mstep: Class 6 contains 5273 members 
Mstep: Class 7 contains 4026 members 
Mstep: Class 8 contains 36268 members 
Mstep: Class 9 contains 179227 members 
Mstep: Class 10 contains 7048 members 
Mstep: Class 11 contains 12371 members 
Mstep: Class 12 contains 57347 members 
Mstep: Class 13 contains 5018 members 
Mstep: Class 14 contains 10073 members 
Mstep: Class 15 contains 3874 members 
Mstep: Class 16 contains 2471 members 
Mstep: Class 17 contains 7366 members 
Mstep: Class 18 contains 206692 members 
Mstep: Class 19 contains 11098 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38262 members 
Mstep: Class 22 contains 10378 members 
Mstep: Class 23 contains 14500 members 
Mstep: Class 24 contains 47846 members 
Mstep: Class 25 contains 8950 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1079 members 
Mstep: Class 29 contains 27537 members 
Mstep: Class 30 contains 4475 members 
Mstep: Class 31 contains 3002 members 
Mstep: Class 32 contains 4141 members 
Mstep: Class 33 contains 12224 members 
Mstep: Class 34 contains 6643 members 
Mstep: Class 35 contains 115203 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 131028 members 
Mstep: Class 38 contains 34974 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9667 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1344 members 
Mstep: Class 44 contains 1037 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12887 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316568.000000 Penalty: 168600.640625
Iteration 217Q: 49 clusters Score -1.023166e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 92570 members 
Mstep: Class 3 contains 243354 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 2546 members 
Mstep: Class 6 contains 5274 members 
Mstep: Class 7 contains 4026 members 
Mstep: Class 8 contains 36241 members 
Mstep: Class 9 contains 178807 members 
Mstep: Class 10 contains 7045 members 
Mstep: Class 11 contains 12371 members 
Mstep: Class 12 contains 57303 members 
Mstep: Class 13 contains 5019 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 3874 members 
Mstep: Class 16 contains 2471 members 
Mstep: Class 17 contains 7367 members 
Mstep: Class 18 contains 206691 members 
Mstep: Class 19 contains 11096 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38248 members 
Mstep: Class 22 contains 10374 members 
Mstep: Class 23 contains 14506 members 
Mstep: Class 24 contains 47873 members 
Mstep: Class 25 contains 8949 members 
Mstep: Class 26 contains 18168 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1079 members 
Mstep: Class 29 contains 27531 members 
Mstep: Class 30 contains 4475 members 
Mstep: Class 31 contains 3002 members 
Mstep: Class 32 contains 4141 members 
Mstep: Class 33 contains 12226 members 
Mstep: Class 34 contains 6642 members 
Mstep: Class 35 contains 115309 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 131201 members 
Mstep: Class 38 contains 34983 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9667 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1344 members 
Mstep: Class 44 contains 1037 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12883 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316824.000000 Penalty: 168600.640625
Iteration 218Q: 49 clusters Score -1.023168e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 92641 members 
Mstep: Class 3 contains 243485 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 2546 members 
Mstep: Class 6 contains 5275 members 
Mstep: Class 7 contains 4026 members 
Mstep: Class 8 contains 36207 members 
Mstep: Class 9 contains 178444 members 
Mstep: Class 10 contains 7041 members 
Mstep: Class 11 contains 12370 members 
Mstep: Class 12 contains 57255 members 
Mstep: Class 13 contains 5018 members 
Mstep: Class 14 contains 10069 members 
Mstep: Class 15 contains 3874 members 
Mstep: Class 16 contains 2471 members 
Mstep: Class 17 contains 7364 members 
Mstep: Class 18 contains 206690 members 
Mstep: Class 19 contains 11093 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38238 members 
Mstep: Class 22 contains 10371 members 
Mstep: Class 23 contains 14511 members 
Mstep: Class 24 contains 47904 members 
Mstep: Class 25 contains 8949 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1079 members 
Mstep: Class 29 contains 27536 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 3002 members 
Mstep: Class 32 contains 4141 members 
Mstep: Class 33 contains 12227 members 
Mstep: Class 34 contains 6637 members 
Mstep: Class 35 contains 115372 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 131358 members 
Mstep: Class 38 contains 35003 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9667 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1344 members 
Mstep: Class 44 contains 1037 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12877 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316688.000000 Penalty: 168600.640625
Iteration 219Q: 49 clusters Score -1.023167e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 92701 members 
Mstep: Class 3 contains 243576 members 
Mstep: Class 4 contains 4047 members 
Mstep: Class 5 contains 2545 members 
Mstep: Class 6 contains 5276 members 
Mstep: Class 7 contains 4026 members 
Mstep: Class 8 contains 36182 members 
Mstep: Class 9 contains 178141 members 
Mstep: Class 10 contains 7036 members 
Mstep: Class 11 contains 12370 members 
Mstep: Class 12 contains 57212 members 
Mstep: Class 13 contains 5018 members 
Mstep: Class 14 contains 10069 members 
Mstep: Class 15 contains 3874 members 
Mstep: Class 16 contains 2471 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206689 members 
Mstep: Class 19 contains 11095 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38233 members 
Mstep: Class 22 contains 10369 members 
Mstep: Class 23 contains 14516 members 
Mstep: Class 24 contains 47936 members 
Mstep: Class 25 contains 8948 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1079 members 
Mstep: Class 29 contains 27537 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4141 members 
Mstep: Class 33 contains 12228 members 
Mstep: Class 34 contains 6635 members 
Mstep: Class 35 contains 115428 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 131475 members 
Mstep: Class 38 contains 35031 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9667 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1344 members 
Mstep: Class 44 contains 1037 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12872 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316600.000000 Penalty: 168600.640625
Iteration 220F: 49 clusters Score -1.023166e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 92751 members 
Mstep: Class 3 contains 243665 members 
Mstep: Class 4 contains 4048 members 
Mstep: Class 5 contains 2544 members 
Mstep: Class 6 contains 5276 members 
Mstep: Class 7 contains 4024 members 
Mstep: Class 8 contains 36155 members 
Mstep: Class 9 contains 177859 members 
Mstep: Class 10 contains 7036 members 
Mstep: Class 11 contains 12370 members 
Mstep: Class 12 contains 57179 members 
Mstep: Class 13 contains 5017 members 
Mstep: Class 14 contains 10069 members 
Mstep: Class 15 contains 3874 members 
Mstep: Class 16 contains 2471 members 
Mstep: Class 17 contains 7358 members 
Mstep: Class 18 contains 206690 members 
Mstep: Class 19 contains 11094 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38229 members 
Mstep: Class 22 contains 10364 members 
Mstep: Class 23 contains 14519 members 
Mstep: Class 24 contains 47978 members 
Mstep: Class 25 contains 8949 members 
Mstep: Class 26 contains 18166 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1078 members 
Mstep: Class 29 contains 27538 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4141 members 
Mstep: Class 33 contains 12230 members 
Mstep: Class 34 contains 6633 members 
Mstep: Class 35 contains 115487 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 131572 members 
Mstep: Class 38 contains 35045 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9668 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1345 members 
Mstep: Class 44 contains 1037 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12872 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316592.000000 Penalty: 168600.640625
Iteration 221Q: 49 clusters Score -1.023166e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 92797 members 
Mstep: Class 3 contains 243753 members 
Mstep: Class 4 contains 4048 members 
Mstep: Class 5 contains 2543 members 
Mstep: Class 6 contains 5276 members 
Mstep: Class 7 contains 4027 members 
Mstep: Class 8 contains 36132 members 
Mstep: Class 9 contains 177590 members 
Mstep: Class 10 contains 7037 members 
Mstep: Class 11 contains 12369 members 
Mstep: Class 12 contains 57146 members 
Mstep: Class 13 contains 5017 members 
Mstep: Class 14 contains 10068 members 
Mstep: Class 15 contains 3874 members 
Mstep: Class 16 contains 2471 members 
Mstep: Class 17 contains 7358 members 
Mstep: Class 18 contains 206689 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38223 members 
Mstep: Class 22 contains 10359 members 
Mstep: Class 23 contains 14522 members 
Mstep: Class 24 contains 48015 members 
Mstep: Class 25 contains 8947 members 
Mstep: Class 26 contains 18166 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27540 members 
Mstep: Class 30 contains 4478 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4141 members 
Mstep: Class 33 contains 12232 members 
Mstep: Class 34 contains 6629 members 
Mstep: Class 35 contains 115553 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 131655 members 
Mstep: Class 38 contains 35063 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9668 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1348 members 
Mstep: Class 44 contains 1037 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12871 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316632.000000 Penalty: 168600.640625
Iteration 222Q: 49 clusters Score -1.023166e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 92841 members 
Mstep: Class 3 contains 243818 members 
Mstep: Class 4 contains 4048 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5276 members 
Mstep: Class 7 contains 4028 members 
Mstep: Class 8 contains 36104 members 
Mstep: Class 9 contains 177347 members 
Mstep: Class 10 contains 7036 members 
Mstep: Class 11 contains 12369 members 
Mstep: Class 12 contains 57118 members 
Mstep: Class 13 contains 5018 members 
Mstep: Class 14 contains 10067 members 
Mstep: Class 15 contains 3874 members 
Mstep: Class 16 contains 2471 members 
Mstep: Class 17 contains 7358 members 
Mstep: Class 18 contains 206689 members 
Mstep: Class 19 contains 11093 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38220 members 
Mstep: Class 22 contains 10357 members 
Mstep: Class 23 contains 14525 members 
Mstep: Class 24 contains 48039 members 
Mstep: Class 25 contains 8945 members 
Mstep: Class 26 contains 18166 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1074 members 
Mstep: Class 29 contains 27546 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4141 members 
Mstep: Class 33 contains 12234 members 
Mstep: Class 34 contains 6629 members 
Mstep: Class 35 contains 115623 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 131742 members 
Mstep: Class 38 contains 35068 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9668 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1037 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12870 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316568.000000 Penalty: 168600.640625
Iteration 223Q: 49 clusters Score -1.023166e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 92870 members 
Mstep: Class 3 contains 243874 members 
Mstep: Class 4 contains 4049 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5276 members 
Mstep: Class 7 contains 4029 members 
Mstep: Class 8 contains 36082 members 
Mstep: Class 9 contains 177166 members 
Mstep: Class 10 contains 7036 members 
Mstep: Class 11 contains 12369 members 
Mstep: Class 12 contains 57095 members 
Mstep: Class 13 contains 5019 members 
Mstep: Class 14 contains 10064 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2471 members 
Mstep: Class 17 contains 7358 members 
Mstep: Class 18 contains 206688 members 
Mstep: Class 19 contains 11094 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38214 members 
Mstep: Class 22 contains 10354 members 
Mstep: Class 23 contains 14527 members 
Mstep: Class 24 contains 48056 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18166 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27551 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4141 members 
Mstep: Class 33 contains 12236 members 
Mstep: Class 34 contains 6629 members 
Mstep: Class 35 contains 115678 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 131809 members 
Mstep: Class 38 contains 35074 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9668 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1037 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12866 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316512.000000 Penalty: 168600.640625
Iteration 224Q: 49 clusters Score -1.023165e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 92901 members 
Mstep: Class 3 contains 243935 members 
Mstep: Class 4 contains 4049 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5276 members 
Mstep: Class 7 contains 4030 members 
Mstep: Class 8 contains 36058 members 
Mstep: Class 9 contains 176991 members 
Mstep: Class 10 contains 7036 members 
Mstep: Class 11 contains 12369 members 
Mstep: Class 12 contains 57080 members 
Mstep: Class 13 contains 5019 members 
Mstep: Class 14 contains 10061 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2471 members 
Mstep: Class 17 contains 7359 members 
Mstep: Class 18 contains 206688 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38210 members 
Mstep: Class 22 contains 10351 members 
Mstep: Class 23 contains 14528 members 
Mstep: Class 24 contains 48072 members 
Mstep: Class 25 contains 8944 members 
Mstep: Class 26 contains 18166 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27550 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4141 members 
Mstep: Class 33 contains 12238 members 
Mstep: Class 34 contains 6627 members 
Mstep: Class 35 contains 115728 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 131870 members 
Mstep: Class 38 contains 35079 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9668 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1038 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12864 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316496.000000 Penalty: 168600.640625
Iteration 225Q: 49 clusters Score -1.023165e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 92946 members 
Mstep: Class 3 contains 244002 members 
Mstep: Class 4 contains 4049 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5275 members 
Mstep: Class 7 contains 4030 members 
Mstep: Class 8 contains 36042 members 
Mstep: Class 9 contains 176819 members 
Mstep: Class 10 contains 7035 members 
Mstep: Class 11 contains 12368 members 
Mstep: Class 12 contains 57059 members 
Mstep: Class 13 contains 5019 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7359 members 
Mstep: Class 18 contains 206688 members 
Mstep: Class 19 contains 11088 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38205 members 
Mstep: Class 22 contains 10346 members 
Mstep: Class 23 contains 14528 members 
Mstep: Class 24 contains 48086 members 
Mstep: Class 25 contains 8947 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27547 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4141 members 
Mstep: Class 33 contains 12242 members 
Mstep: Class 34 contains 6627 members 
Mstep: Class 35 contains 115765 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 131918 members 
Mstep: Class 38 contains 35090 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9668 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1039 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12863 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316504.000000 Penalty: 168600.640625
Iteration 226Q: 49 clusters Score -1.023165e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 92970 members 
Mstep: Class 3 contains 244060 members 
Mstep: Class 4 contains 4051 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5273 members 
Mstep: Class 7 contains 4030 members 
Mstep: Class 8 contains 36027 members 
Mstep: Class 9 contains 176680 members 
Mstep: Class 10 contains 7034 members 
Mstep: Class 11 contains 12367 members 
Mstep: Class 12 contains 57041 members 
Mstep: Class 13 contains 5019 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7359 members 
Mstep: Class 18 contains 206687 members 
Mstep: Class 19 contains 11087 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38201 members 
Mstep: Class 22 contains 10340 members 
Mstep: Class 23 contains 14530 members 
Mstep: Class 24 contains 48099 members 
Mstep: Class 25 contains 8947 members 
Mstep: Class 26 contains 18166 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27547 members 
Mstep: Class 30 contains 4481 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4142 members 
Mstep: Class 33 contains 12246 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 115797 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 131963 members 
Mstep: Class 38 contains 35096 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9668 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1039 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12863 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316360.000000 Penalty: 168600.640625
Iteration 227Q: 49 clusters Score -1.023164e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 93002 members 
Mstep: Class 3 contains 244105 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5273 members 
Mstep: Class 7 contains 4031 members 
Mstep: Class 8 contains 36008 members 
Mstep: Class 9 contains 176554 members 
Mstep: Class 10 contains 7034 members 
Mstep: Class 11 contains 12367 members 
Mstep: Class 12 contains 57026 members 
Mstep: Class 13 contains 5018 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7359 members 
Mstep: Class 18 contains 206687 members 
Mstep: Class 19 contains 11087 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38201 members 
Mstep: Class 22 contains 10328 members 
Mstep: Class 23 contains 14534 members 
Mstep: Class 24 contains 48103 members 
Mstep: Class 25 contains 8948 members 
Mstep: Class 26 contains 18166 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27546 members 
Mstep: Class 30 contains 4483 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4142 members 
Mstep: Class 33 contains 12253 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 115832 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132003 members 
Mstep: Class 38 contains 35097 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9669 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1039 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12863 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316376.000000 Penalty: 168600.640625
Iteration 228Q: 49 clusters Score -1.023164e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 93028 members 
Mstep: Class 3 contains 244130 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4033 members 
Mstep: Class 8 contains 35994 members 
Mstep: Class 9 contains 176444 members 
Mstep: Class 10 contains 7034 members 
Mstep: Class 11 contains 12366 members 
Mstep: Class 12 contains 57008 members 
Mstep: Class 13 contains 5019 members 
Mstep: Class 14 contains 10064 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7359 members 
Mstep: Class 18 contains 206686 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38200 members 
Mstep: Class 22 contains 10317 members 
Mstep: Class 23 contains 14535 members 
Mstep: Class 24 contains 48116 members 
Mstep: Class 25 contains 8948 members 
Mstep: Class 26 contains 18166 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27546 members 
Mstep: Class 30 contains 4483 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4143 members 
Mstep: Class 33 contains 12260 members 
Mstep: Class 34 contains 6627 members 
Mstep: Class 35 contains 115864 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132050 members 
Mstep: Class 38 contains 35102 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9670 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1039 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12860 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316424.000000 Penalty: 168600.640625
Iteration 229Q: 49 clusters Score -1.023164e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 93047 members 
Mstep: Class 3 contains 244158 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35977 members 
Mstep: Class 9 contains 176334 members 
Mstep: Class 10 contains 7034 members 
Mstep: Class 11 contains 12364 members 
Mstep: Class 12 contains 56989 members 
Mstep: Class 13 contains 5019 members 
Mstep: Class 14 contains 10064 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7359 members 
Mstep: Class 18 contains 206685 members 
Mstep: Class 19 contains 11084 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38202 members 
Mstep: Class 22 contains 10313 members 
Mstep: Class 23 contains 14537 members 
Mstep: Class 24 contains 48124 members 
Mstep: Class 25 contains 8946 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27547 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4143 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6626 members 
Mstep: Class 35 contains 115899 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132102 members 
Mstep: Class 38 contains 35111 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9672 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1039 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12857 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316456.000000 Penalty: 168600.640625
Iteration 230Q: 49 clusters Score -1.023165e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 93068 members 
Mstep: Class 3 contains 244180 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5270 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35962 members 
Mstep: Class 9 contains 176245 members 
Mstep: Class 10 contains 7034 members 
Mstep: Class 11 contains 12362 members 
Mstep: Class 12 contains 56972 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10064 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7359 members 
Mstep: Class 18 contains 206685 members 
Mstep: Class 19 contains 11082 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38198 members 
Mstep: Class 22 contains 10313 members 
Mstep: Class 23 contains 14537 members 
Mstep: Class 24 contains 48139 members 
Mstep: Class 25 contains 8945 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27549 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6627 members 
Mstep: Class 35 contains 115929 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132140 members 
Mstep: Class 38 contains 35115 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9672 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1039 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12854 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316376.000000 Penalty: 168600.640625
Iteration 231Q: 49 clusters Score -1.023164e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 93082 members 
Mstep: Class 3 contains 244202 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5273 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35948 members 
Mstep: Class 9 contains 176158 members 
Mstep: Class 10 contains 7034 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56960 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10064 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206685 members 
Mstep: Class 19 contains 11082 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38195 members 
Mstep: Class 22 contains 10314 members 
Mstep: Class 23 contains 14537 members 
Mstep: Class 24 contains 48154 members 
Mstep: Class 25 contains 8946 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27550 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6627 members 
Mstep: Class 35 contains 115954 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132170 members 
Mstep: Class 38 contains 35120 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9672 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1039 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12853 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316536.000000 Penalty: 168600.640625
Iteration 232Q: 49 clusters Score -1.023165e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 93097 members 
Mstep: Class 3 contains 244222 members 
Mstep: Class 4 contains 4053 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5274 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35936 members 
Mstep: Class 9 contains 176081 members 
Mstep: Class 10 contains 7034 members 
Mstep: Class 11 contains 12362 members 
Mstep: Class 12 contains 56941 members 
Mstep: Class 13 contains 5021 members 
Mstep: Class 14 contains 10064 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11084 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38194 members 
Mstep: Class 22 contains 10314 members 
Mstep: Class 23 contains 14537 members 
Mstep: Class 24 contains 48166 members 
Mstep: Class 25 contains 8944 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27551 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6627 members 
Mstep: Class 35 contains 115985 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132197 members 
Mstep: Class 38 contains 35123 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9671 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1039 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12851 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316520.000000 Penalty: 168600.640625
Iteration 233Q: 49 clusters Score -1.023165e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 93111 members 
Mstep: Class 3 contains 244239 members 
Mstep: Class 4 contains 4054 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5274 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35927 members 
Mstep: Class 9 contains 176019 members 
Mstep: Class 10 contains 7034 members 
Mstep: Class 11 contains 12362 members 
Mstep: Class 12 contains 56930 members 
Mstep: Class 13 contains 5021 members 
Mstep: Class 14 contains 10063 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11084 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38193 members 
Mstep: Class 22 contains 10314 members 
Mstep: Class 23 contains 14537 members 
Mstep: Class 24 contains 48184 members 
Mstep: Class 25 contains 8941 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27552 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6627 members 
Mstep: Class 35 contains 116000 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132216 members 
Mstep: Class 38 contains 35126 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9671 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1039 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12850 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316504.000000 Penalty: 168600.640625
Iteration 234Q: 49 clusters Score -1.023165e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93118 members 
Mstep: Class 3 contains 244254 members 
Mstep: Class 4 contains 4055 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5274 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35917 members 
Mstep: Class 9 contains 175965 members 
Mstep: Class 10 contains 7033 members 
Mstep: Class 11 contains 12362 members 
Mstep: Class 12 contains 56919 members 
Mstep: Class 13 contains 5021 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11084 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38191 members 
Mstep: Class 22 contains 10314 members 
Mstep: Class 23 contains 14538 members 
Mstep: Class 24 contains 48203 members 
Mstep: Class 25 contains 8941 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27553 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6627 members 
Mstep: Class 35 contains 116007 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132242 members 
Mstep: Class 38 contains 35130 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9671 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1039 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12849 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316552.000000 Penalty: 168600.640625
Iteration 235Q: 49 clusters Score -1.023166e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93126 members 
Mstep: Class 3 contains 244274 members 
Mstep: Class 4 contains 4055 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5274 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35908 members 
Mstep: Class 9 contains 175916 members 
Mstep: Class 10 contains 7034 members 
Mstep: Class 11 contains 12362 members 
Mstep: Class 12 contains 56904 members 
Mstep: Class 13 contains 5021 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11084 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38184 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14542 members 
Mstep: Class 24 contains 48216 members 
Mstep: Class 25 contains 8940 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27553 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6627 members 
Mstep: Class 35 contains 116018 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132267 members 
Mstep: Class 38 contains 35127 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9672 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1039 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12849 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316552.000000 Penalty: 168600.640625
Iteration 236Q: 49 clusters Score -1.023166e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93136 members 
Mstep: Class 3 contains 244292 members 
Mstep: Class 4 contains 4055 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5274 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35899 members 
Mstep: Class 9 contains 175865 members 
Mstep: Class 10 contains 7033 members 
Mstep: Class 11 contains 12362 members 
Mstep: Class 12 contains 56898 members 
Mstep: Class 13 contains 5021 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11084 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38181 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14543 members 
Mstep: Class 24 contains 48224 members 
Mstep: Class 25 contains 8941 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27553 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6627 members 
Mstep: Class 35 contains 116032 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132285 members 
Mstep: Class 38 contains 35127 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9673 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1039 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12848 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316520.000000 Penalty: 168600.640625
Iteration 237Q: 49 clusters Score -1.023165e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93146 members 
Mstep: Class 3 contains 244306 members 
Mstep: Class 4 contains 4055 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5274 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35891 members 
Mstep: Class 9 contains 175820 members 
Mstep: Class 10 contains 7032 members 
Mstep: Class 11 contains 12362 members 
Mstep: Class 12 contains 56889 members 
Mstep: Class 13 contains 5021 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11085 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38178 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14543 members 
Mstep: Class 24 contains 48236 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27554 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6627 members 
Mstep: Class 35 contains 116048 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132295 members 
Mstep: Class 38 contains 35127 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9674 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1039 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12847 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316528.000000 Penalty: 168600.640625
Iteration 238Q: 49 clusters Score -1.023165e+08 nChanged 87
Entering ConstructFrom: 
Score: -102316528.000000 Penalty: 168600.640625
Entering ConstructFrom: 
Trying to split cluster 1 (4278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Entering Unmasked Estep 
Score: -300015.937500 Penalty: 2073.587891
	Iteration 0F: 2 clusters Score -300015.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -295961.812500 Penalty: 4147.175781
	Iteration 0F: 3 clusters Score -295961.8 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -296928.531250 Penalty: 4147.175781
	Iteration 1F: 3 clusters Score -296928.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -297190.562500 Penalty: 4147.175781
	Iteration 2F: 3 clusters Score -297190.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -297424.437500 Penalty: 4147.175781
	Iteration 3F: 3 clusters Score -297424.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -297631.968750 Penalty: 4147.175781
	Iteration 4F: 3 clusters Score -297632 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -297863.000000 Penalty: 4147.175781
	Iteration 5Q: 3 clusters Score -297863 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -298073.156250 Penalty: 4147.175781
	Iteration 6Q: 3 clusters Score -298073.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -298222.468750 Penalty: 4147.175781
	Iteration 7Q: 3 clusters Score -298222.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -298351.437500 Penalty: 4147.175781
	Iteration 8Q: 3 clusters Score -298351.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -298463.656250 Penalty: 4147.175781
	Iteration 9Q: 3 clusters Score -298463.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -298563.125000 Penalty: 4147.175781
	Iteration 10Q: 3 clusters Score -298563.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -298677.968750 Penalty: 4147.175781
	Iteration 11Q: 3 clusters Score -298678 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -298788.718750 Penalty: 4147.175781
	Iteration 12Q: 3 clusters Score -298788.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -298883.906250 Penalty: 4147.175781
	Iteration 13Q: 3 clusters Score -298883.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -298958.093750 Penalty: 4147.175781
	Iteration 14Q: 3 clusters Score -298958.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -299023.031250 Penalty: 4147.175781
	Iteration 15Q: 3 clusters Score -299023 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -299086.812500 Penalty: 4147.175781
	Iteration 16Q: 3 clusters Score -299086.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -299141.812500 Penalty: 4147.175781
	Iteration 17Q: 3 clusters Score -299141.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -299188.812500 Penalty: 4147.175781
	Iteration 18Q: 3 clusters Score -299188.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -299237.843750 Penalty: 4147.175781
	Iteration 19Q: 3 clusters Score -299237.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -299289.687500 Penalty: 4147.175781
	Iteration 20F: 3 clusters Score -299289.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -299338.718750 Penalty: 4147.175781
	Iteration 21Q: 3 clusters Score -299338.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -299405.593750 Penalty: 4147.175781
	Iteration 22Q: 3 clusters Score -299405.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -299461.937500 Penalty: 4147.175781
	Iteration 23Q: 3 clusters Score -299461.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -299528.875000 Penalty: 4147.175781
	Iteration 24Q: 3 clusters Score -299528.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -299602.656250 Penalty: 4147.175781
	Iteration 25Q: 3 clusters Score -299602.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -299690.312500 Penalty: 4147.175781
	Iteration 26Q: 3 clusters Score -299690.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -299799.718750 Penalty: 4147.175781
	Iteration 27Q: 3 clusters Score -299799.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -299947.000000 Penalty: 4147.175781
	Iteration 28Q: 3 clusters Score -299947 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -300156.593750 Penalty: 4147.175781
	Iteration 29Q: 3 clusters Score -300156.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -300296.906250 Penalty: 4147.175781
	Iteration 30Q: 3 clusters Score -300296.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -300394.562500 Penalty: 4147.175781
	Iteration 31Q: 3 clusters Score -300394.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -300463.781250 Penalty: 4147.175781
	Iteration 32Q: 3 clusters Score -300463.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -300511.906250 Penalty: 4147.175781
	Iteration 33Q: 3 clusters Score -300511.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -300551.406250 Penalty: 4147.175781
	Iteration 34Q: 3 clusters Score -300551.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -300586.093750 Penalty: 4147.175781
	Iteration 35Q: 3 clusters Score -300586.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -300638.437500 Penalty: 4147.175781
	Iteration 36Q: 3 clusters Score -300638.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -300686.437500 Penalty: 4147.175781
	Iteration 37Q: 3 clusters Score -300686.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -300722.562500 Penalty: 4147.175781
	Iteration 38Q: 3 clusters Score -300722.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -300749.281250 Penalty: 4147.175781
	Iteration 39Q: 3 clusters Score -300749.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -300792.250000 Penalty: 4147.175781
	Iteration 40F: 3 clusters Score -300792.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -300806.718750 Penalty: 4147.175781
	Iteration 41Q: 3 clusters Score -300806.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -300812.281250 Penalty: 4147.175781
	Iteration 42Q: 3 clusters Score -300812.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -300814.062500 Penalty: 4147.175781
	Iteration 43Q: 3 clusters Score -300814.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -300815.031250 Penalty: 4147.175781
	Iteration 44Q: 3 clusters Score -300815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -300815.718750 Penalty: 4147.175781
	Iteration 45Q: 3 clusters Score -300815.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -300816.156250 Penalty: 4147.175781
	Iteration 46Q: 3 clusters Score -300816.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -300816.156250 Penalty: 4147.175781
	Iteration 47F: 3 clusters Score -300816.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 93155 members 
Mstep: Class 3 contains 244320 members 
Mstep: Class 4 contains 4055 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5273 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35883 members 
Mstep: Class 9 contains 175777 members 
Mstep: Class 10 contains 7030 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56884 members 
Mstep: Class 13 contains 5022 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38175 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14544 members 
Mstep: Class 24 contains 48247 members 
Mstep: Class 25 contains 8944 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27555 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6627 members 
Mstep: Class 35 contains 116063 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132305 members 
Mstep: Class 38 contains 35124 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9675 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1039 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12848 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Mstep: Class 49 contains 2025 members 
Entering Unmasked Estep 
Score: -102316224.000000 Penalty: 172113.140625
Splitting cluster 1 changes total score from -102316528.000000 to -102316224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (93155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93155 members 
Entering Unmasked Estep 
Score: -7084705.500000 Penalty: 2837.621094
	Iteration 0F: 2 clusters Score -7084706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -7022281.000000 Penalty: 5675.242188
	Iteration 0F: 3 clusters Score -7022281 nChanged 44058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -7047210.500000 Penalty: 5675.242188
	Iteration 1F: 3 clusters Score -7047210 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 50772 members 
Entering Unmasked Estep 
Score: -7047968.500000 Penalty: 5675.242188
	Iteration 2Q: 3 clusters Score -7047968 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 53035 members 
Entering Unmasked Estep 
Score: -7049035.000000 Penalty: 5675.242188
	Iteration 3Q: 3 clusters Score -7049035 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -7050700.500000 Penalty: 5675.242188
	Iteration 4Q: 3 clusters Score -7050700 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 61099 members 
Entering Unmasked Estep 
Score: -7053555.500000 Penalty: 5675.242188
	Iteration 5F: 3 clusters Score -7053556 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 67534 members 
Entering Unmasked Estep 
Score: -7058335.000000 Penalty: 5675.242188
	Iteration 6F: 3 clusters Score -7058335 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 75318 members 
Entering Unmasked Estep 
Score: -7065230.500000 Penalty: 5675.242188
	Iteration 7F: 3 clusters Score -7065230 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 82819 members 
Entering Unmasked Estep 
Score: -7072469.500000 Penalty: 5675.242188
	Iteration 8F: 3 clusters Score -7072470 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 88193 members 
Entering Unmasked Estep 
Score: -7077778.000000 Penalty: 5675.242188
	Iteration 9F: 3 clusters Score -7077778 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 90996 members 
Entering Unmasked Estep 
Score: -7080433.500000 Penalty: 5675.242188
	Iteration 10Q: 3 clusters Score -7080434 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 92100 members 
Entering Unmasked Estep 
Score: -7081466.500000 Penalty: 5675.242188
	Iteration 11Q: 3 clusters Score -7081466 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 92483 members 
Entering Unmasked Estep 
Score: -7081883.500000 Penalty: 5675.242188
	Iteration 12Q: 3 clusters Score -7081884 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 92626 members 
Entering Unmasked Estep 
Score: -7082057.500000 Penalty: 5675.242188
	Iteration 13Q: 3 clusters Score -7082058 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 92701 members 
Entering Unmasked Estep 
Score: -7082168.500000 Penalty: 5675.242188
	Iteration 14Q: 3 clusters Score -7082168 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 92734 members 
Entering Unmasked Estep 
Score: -7082231.000000 Penalty: 5675.242188
	Iteration 15Q: 3 clusters Score -7082231 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 92754 members 
Entering Unmasked Estep 
Score: -7082257.500000 Penalty: 5675.242188
	Iteration 16Q: 3 clusters Score -7082258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 92763 members 
Entering Unmasked Estep 
Score: -7082281.000000 Penalty: 5675.242188
	Iteration 17Q: 3 clusters Score -7082281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 92773 members 
Entering Unmasked Estep 
Score: -7082296.500000 Penalty: 5675.242188
	Iteration 18Q: 3 clusters Score -7082296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 92775 members 
Entering Unmasked Estep 
Score: -7082299.500000 Penalty: 5675.242188
	Iteration 19Q: 3 clusters Score -7082300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 92775 members 
Entering Unmasked Estep 
Score: -7082305.000000 Penalty: 5675.242188
	Iteration 20F: 3 clusters Score -7082305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 92780 members 
Entering Unmasked Estep 
Score: -7082319.500000 Penalty: 5675.242188
	Iteration 21Q: 3 clusters Score -7082320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 92777 members 
Entering Unmasked Estep 
Score: -7082312.000000 Penalty: 5675.242188
	Iteration 22Q: 3 clusters Score -7082312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 92778 members 
Entering Unmasked Estep 
Score: -7082320.000000 Penalty: 5675.242188
	Iteration 23Q: 3 clusters Score -7082320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 92777 members 
Entering Unmasked Estep 
Score: -7082315.500000 Penalty: 5675.242188
	Iteration 24Q: 3 clusters Score -7082316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 92777 members 
Entering Unmasked Estep 
Score: -7082320.000000 Penalty: 5675.242188
	Iteration 25Q: 3 clusters Score -7082320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 92779 members 
Entering Unmasked Estep 
Score: -7082321.500000 Penalty: 5675.242188
	Iteration 26Q: 3 clusters Score -7082322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 92783 members 
Entering Unmasked Estep 
Score: -7082333.500000 Penalty: 5675.242188
	Iteration 27Q: 3 clusters Score -7082334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 92787 members 
Entering Unmasked Estep 
Score: -7082341.500000 Penalty: 5675.242188
	Iteration 28Q: 3 clusters Score -7082342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 92789 members 
Entering Unmasked Estep 
Score: -7082346.000000 Penalty: 5675.242188
	Iteration 29Q: 3 clusters Score -7082346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 92790 members 
Entering Unmasked Estep 
Score: -7082351.500000 Penalty: 5675.242188
	Iteration 30Q: 3 clusters Score -7082352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 92790 members 
Entering Unmasked Estep 
Score: -7082345.000000 Penalty: 5675.242188
	Iteration 31Q: 3 clusters Score -7082345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 92789 members 
Entering Unmasked Estep 
Score: -7082346.000000 Penalty: 5675.242188
	Iteration 32Q: 3 clusters Score -7082346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 92789 members 
Entering Unmasked Estep 
Score: -7082351.500000 Penalty: 5675.242188
	Iteration 33Q: 3 clusters Score -7082352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 92790 members 
Entering Unmasked Estep 
Score: -7082347.500000 Penalty: 5675.242188
	Iteration 34Q: 3 clusters Score -7082348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 92790 members 
Entering Unmasked Estep 
Score: -7082347.500000 Penalty: 5675.242188
	Iteration 35Q: 3 clusters Score -7082348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 92789 members 
Entering Unmasked Estep 
Score: -7082349.500000 Penalty: 5675.242188
	Iteration 36Q: 3 clusters Score -7082350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 92790 members 
Entering Unmasked Estep 
Score: -7082349.000000 Penalty: 5675.242188
	Iteration 37Q: 3 clusters Score -7082349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 92792 members 
Entering Unmasked Estep 
Score: -7082362.000000 Penalty: 5675.242188
	Iteration 38Q: 3 clusters Score -7082362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 92793 members 
Entering Unmasked Estep 
Score: -7082360.000000 Penalty: 5675.242188
	Iteration 39Q: 3 clusters Score -7082360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 92793 members 
Entering Unmasked Estep 
Score: -7082360.000000 Penalty: 5675.242188
	Iteration 40F: 3 clusters Score -7082360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (244320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244320 members 
Entering Unmasked Estep 
Score: -18737922.000000 Penalty: 3076.746094
	Iteration 0F: 2 clusters Score -1.873792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121737 members 
Mstep: Class 2 contains 122583 members 
Entering Unmasked Estep 
Score: -18574268.000000 Penalty: 6153.492188
	Iteration 0F: 3 clusters Score -1.857427e+07 nChanged 117577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115124 members 
Mstep: Class 2 contains 129196 members 
Entering Unmasked Estep 
Score: -18643446.000000 Penalty: 6153.492188
	Iteration 1F: 3 clusters Score -1.864345e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110640 members 
Mstep: Class 2 contains 133680 members 
Entering Unmasked Estep 
Score: -18645158.000000 Penalty: 6153.492188
	Iteration 2Q: 3 clusters Score -1.864516e+07 nChanged 8626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103602 members 
Mstep: Class 2 contains 140718 members 
Entering Unmasked Estep 
Score: -18648012.000000 Penalty: 6153.492188
	Iteration 3Q: 3 clusters Score -1.864801e+07 nChanged 11539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92919 members 
Mstep: Class 2 contains 151401 members 
Entering Unmasked Estep 
Score: -18653282.000000 Penalty: 6153.492188
	Iteration 4Q: 3 clusters Score -1.865328e+07 nChanged 15918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77413 members 
Mstep: Class 2 contains 166907 members 
Entering Unmasked Estep 
Score: -18663660.000000 Penalty: 6153.492188
	Iteration 5F: 3 clusters Score -1.866366e+07 nChanged 20711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 187472 members 
Entering Unmasked Estep 
Score: -18680790.000000 Penalty: 6153.492188
	Iteration 6F: 3 clusters Score -1.868079e+07 nChanged 22303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 209705 members 
Entering Unmasked Estep 
Score: -18702562.000000 Penalty: 6153.492188
	Iteration 7F: 3 clusters Score -1.870256e+07 nChanged 17668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 227343 members 
Entering Unmasked Estep 
Score: -18720334.000000 Penalty: 6153.492188
	Iteration 8F: 3 clusters Score -1.872033e+07 nChanged 9636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 236963 members 
Entering Unmasked Estep 
Score: -18729586.000000 Penalty: 6153.492188
	Iteration 9Q: 3 clusters Score -1.872959e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 240894 members 
Entering Unmasked Estep 
Score: -18733174.000000 Penalty: 6153.492188
	Iteration 10Q: 3 clusters Score -1.873317e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 242336 members 
Entering Unmasked Estep 
Score: -18734508.000000 Penalty: 6153.492188
	Iteration 11Q: 3 clusters Score -1.873451e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 242853 members 
Entering Unmasked Estep 
Score: -18735008.000000 Penalty: 6153.492188
	Iteration 12Q: 3 clusters Score -1.873501e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 243057 members 
Entering Unmasked Estep 
Score: -18735282.000000 Penalty: 6153.492188
	Iteration 13Q: 3 clusters Score -1.873528e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 243154 members 
Entering Unmasked Estep 
Score: -18735466.000000 Penalty: 6153.492188
	Iteration 14Q: 3 clusters Score -1.873547e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 243204 members 
Entering Unmasked Estep 
Score: -18735648.000000 Penalty: 6153.492188
	Iteration 15Q: 3 clusters Score -1.873565e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 243197 members 
Entering Unmasked Estep 
Score: -18735790.000000 Penalty: 6153.492188
	Iteration 16Q: 3 clusters Score -1.873579e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 243174 members 
Entering Unmasked Estep 
Score: -18735956.000000 Penalty: 6153.492188
	Iteration 17Q: 3 clusters Score -1.873596e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 243140 members 
Entering Unmasked Estep 
Score: -18736074.000000 Penalty: 6153.492188
	Iteration 18Q: 3 clusters Score -1.873607e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 243084 members 
Entering Unmasked Estep 
Score: -18736224.000000 Penalty: 6153.492188
	Iteration 19Q: 3 clusters Score -1.873622e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 243020 members 
Entering Unmasked Estep 
Score: -18736296.000000 Penalty: 6153.492188
	Iteration 20F: 3 clusters Score -1.87363e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 242946 members 
Entering Unmasked Estep 
Score: -18736380.000000 Penalty: 6153.492188
	Iteration 21Q: 3 clusters Score -1.873638e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 242886 members 
Entering Unmasked Estep 
Score: -18736450.000000 Penalty: 6153.492188
	Iteration 22Q: 3 clusters Score -1.873645e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 242819 members 
Entering Unmasked Estep 
Score: -18736530.000000 Penalty: 6153.492188
	Iteration 23Q: 3 clusters Score -1.873653e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 242761 members 
Entering Unmasked Estep 
Score: -18736566.000000 Penalty: 6153.492188
	Iteration 24Q: 3 clusters Score -1.873657e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 242697 members 
Entering Unmasked Estep 
Score: -18736608.000000 Penalty: 6153.492188
	Iteration 25Q: 3 clusters Score -1.873661e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 242655 members 
Entering Unmasked Estep 
Score: -18736638.000000 Penalty: 6153.492188
	Iteration 26Q: 3 clusters Score -1.873664e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 242635 members 
Entering Unmasked Estep 
Score: -18736650.000000 Penalty: 6153.492188
	Iteration 27Q: 3 clusters Score -1.873665e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 242608 members 
Entering Unmasked Estep 
Score: -18736672.000000 Penalty: 6153.492188
	Iteration 28Q: 3 clusters Score -1.873667e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 242586 members 
Entering Unmasked Estep 
Score: -18736726.000000 Penalty: 6153.492188
	Iteration 29Q: 3 clusters Score -1.873673e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 242572 members 
Entering Unmasked Estep 
Score: -18736736.000000 Penalty: 6153.492188
	Iteration 30Q: 3 clusters Score -1.873674e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 242549 members 
Entering Unmasked Estep 
Score: -18736760.000000 Penalty: 6153.492188
	Iteration 31Q: 3 clusters Score -1.873676e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 242533 members 
Entering Unmasked Estep 
Score: -18736762.000000 Penalty: 6153.492188
	Iteration 32Q: 3 clusters Score -1.873676e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 242516 members 
Entering Unmasked Estep 
Score: -18736754.000000 Penalty: 6153.492188
	Iteration 33Q: 3 clusters Score -1.873675e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 242504 members 
Entering Unmasked Estep 
Score: -18736774.000000 Penalty: 6153.492188
	Iteration 34Q: 3 clusters Score -1.873677e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 242494 members 
Entering Unmasked Estep 
Score: -18736770.000000 Penalty: 6153.492188
	Iteration 35Q: 3 clusters Score -1.873677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 242487 members 
Entering Unmasked Estep 
Score: -18736770.000000 Penalty: 6153.492188
	Iteration 36Q: 3 clusters Score -1.873677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 242482 members 
Entering Unmasked Estep 
Score: -18736770.000000 Penalty: 6153.492188
	Iteration 37Q: 3 clusters Score -1.873677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 242479 members 
Entering Unmasked Estep 
Score: -18736778.000000 Penalty: 6153.492188
	Iteration 38Q: 3 clusters Score -1.873678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 242476 members 
Entering Unmasked Estep 
Score: -18736778.000000 Penalty: 6153.492188
	Iteration 39Q: 3 clusters Score -1.873678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 242474 members 
Entering Unmasked Estep 
Score: -18736782.000000 Penalty: 6153.492188
	Iteration 40F: 3 clusters Score -1.873678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 242472 members 
Entering Unmasked Estep 
Score: -18736794.000000 Penalty: 6153.492188
	Iteration 41Q: 3 clusters Score -1.873679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 242472 members 
Entering Unmasked Estep 
Score: -18736798.000000 Penalty: 6153.492188
	Iteration 42Q: 3 clusters Score -1.87368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 242470 members 
Entering Unmasked Estep 
Score: -18736802.000000 Penalty: 6153.492188
	Iteration 43Q: 3 clusters Score -1.87368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 242470 members 
Entering Unmasked Estep 
Score: -18736802.000000 Penalty: 6153.492188
	Iteration 44F: 3 clusters Score -1.87368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Entering Unmasked Estep 
Score: -235715.921875 Penalty: 2060.311035
	Iteration 0F: 2 clusters Score -235715.9 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 2034 members 
Entering Unmasked Estep 
Score: -231837.843750 Penalty: 4120.622070
	Iteration 0F: 3 clusters Score -231837.8 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -232824.234375 Penalty: 4120.622070
	Iteration 1F: 3 clusters Score -232824.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -233061.671875 Penalty: 4120.622070
	Iteration 2F: 3 clusters Score -233061.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -233243.906250 Penalty: 4120.622070
	Iteration 3F: 3 clusters Score -233243.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -233433.265625 Penalty: 4120.622070
	Iteration 4Q: 3 clusters Score -233433.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -233638.937500 Penalty: 4120.622070
	Iteration 5Q: 3 clusters Score -233638.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -233844.125000 Penalty: 4120.622070
	Iteration 6Q: 3 clusters Score -233844.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -234037.625000 Penalty: 4120.622070
	Iteration 7Q: 3 clusters Score -234037.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -234200.921875 Penalty: 4120.622070
	Iteration 8Q: 3 clusters Score -234200.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -234313.562500 Penalty: 4120.622070
	Iteration 9Q: 3 clusters Score -234313.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -234419.640625 Penalty: 4120.622070
	Iteration 10Q: 3 clusters Score -234419.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -234516.500000 Penalty: 4120.622070
	Iteration 11Q: 3 clusters Score -234516.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -234596.031250 Penalty: 4120.622070
	Iteration 12Q: 3 clusters Score -234596 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -234653.203125 Penalty: 4120.622070
	Iteration 13Q: 3 clusters Score -234653.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -234701.390625 Penalty: 4120.622070
	Iteration 14Q: 3 clusters Score -234701.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -234733.250000 Penalty: 4120.622070
	Iteration 15Q: 3 clusters Score -234733.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -234764.125000 Penalty: 4120.622070
	Iteration 16Q: 3 clusters Score -234764.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -234784.734375 Penalty: 4120.622070
	Iteration 17Q: 3 clusters Score -234784.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -234801.453125 Penalty: 4120.622070
	Iteration 18Q: 3 clusters Score -234801.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -234815.390625 Penalty: 4120.622070
	Iteration 19Q: 3 clusters Score -234815.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -234829.296875 Penalty: 4120.622070
	Iteration 20F: 3 clusters Score -234829.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -234837.343750 Penalty: 4120.622070
	Iteration 21Q: 3 clusters Score -234837.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -234842.781250 Penalty: 4120.622070
	Iteration 22Q: 3 clusters Score -234842.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -234848.328125 Penalty: 4120.622070
	Iteration 23Q: 3 clusters Score -234848.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -234851.531250 Penalty: 4120.622070
	Iteration 24Q: 3 clusters Score -234851.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -234855.750000 Penalty: 4120.622070
	Iteration 25Q: 3 clusters Score -234855.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -234859.593750 Penalty: 4120.622070
	Iteration 26Q: 3 clusters Score -234859.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -234861.000000 Penalty: 4120.622070
	Iteration 27Q: 3 clusters Score -234861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -234861.156250 Penalty: 4120.622070
	Iteration 28Q: 3 clusters Score -234861.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -234861.375000 Penalty: 4120.622070
	Iteration 29Q: 3 clusters Score -234861.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -234861.375000 Penalty: 4120.622070
	Iteration 30F: 3 clusters Score -234861.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Entering Unmasked Estep 
Score: -181065.953125 Penalty: 1944.495117
	Iteration 0F: 2 clusters Score -181066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -178164.968750 Penalty: 3888.990234
	Iteration 0F: 3 clusters Score -178165 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -178746.593750 Penalty: 3888.990234
	Iteration 1F: 3 clusters Score -178746.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -178949.906250 Penalty: 3888.990234
	Iteration 2F: 3 clusters Score -178949.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -179089.250000 Penalty: 3888.990234
	Iteration 3F: 3 clusters Score -179089.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -179221.859375 Penalty: 3888.990234
	Iteration 4Q: 3 clusters Score -179221.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -179327.546875 Penalty: 3888.990234
	Iteration 5Q: 3 clusters Score -179327.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -179387.687500 Penalty: 3888.990234
	Iteration 6Q: 3 clusters Score -179387.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -179422.562500 Penalty: 3888.990234
	Iteration 7Q: 3 clusters Score -179422.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -179447.218750 Penalty: 3888.990234
	Iteration 8Q: 3 clusters Score -179447.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -179474.921875 Penalty: 3888.990234
	Iteration 9Q: 3 clusters Score -179474.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -179501.484375 Penalty: 3888.990234
	Iteration 10Q: 3 clusters Score -179501.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -179531.937500 Penalty: 3888.990234
	Iteration 11Q: 3 clusters Score -179531.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -179553.218750 Penalty: 3888.990234
	Iteration 12Q: 3 clusters Score -179553.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -179569.281250 Penalty: 3888.990234
	Iteration 13Q: 3 clusters Score -179569.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -179579.562500 Penalty: 3888.990234
	Iteration 14Q: 3 clusters Score -179579.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -179590.406250 Penalty: 3888.990234
	Iteration 15Q: 3 clusters Score -179590.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -179597.265625 Penalty: 3888.990234
	Iteration 16Q: 3 clusters Score -179597.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -179604.687500 Penalty: 3888.990234
	Iteration 17Q: 3 clusters Score -179604.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -179616.703125 Penalty: 3888.990234
	Iteration 18Q: 3 clusters Score -179616.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -179625.531250 Penalty: 3888.990234
	Iteration 19Q: 3 clusters Score -179625.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -179635.375000 Penalty: 3888.990234
	Iteration 20F: 3 clusters Score -179635.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -179646.453125 Penalty: 3888.990234
	Iteration 21Q: 3 clusters Score -179646.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -179655.468750 Penalty: 3888.990234
	Iteration 22Q: 3 clusters Score -179655.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -179662.812500 Penalty: 3888.990234
	Iteration 23Q: 3 clusters Score -179662.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -179669.468750 Penalty: 3888.990234
	Iteration 24Q: 3 clusters Score -179669.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -179677.968750 Penalty: 3888.990234
	Iteration 25Q: 3 clusters Score -179678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -179687.203125 Penalty: 3888.990234
	Iteration 26Q: 3 clusters Score -179687.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -179693.750000 Penalty: 3888.990234
	Iteration 27Q: 3 clusters Score -179693.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -179698.093750 Penalty: 3888.990234
	Iteration 28Q: 3 clusters Score -179698.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -179700.593750 Penalty: 3888.990234
	Iteration 29Q: 3 clusters Score -179700.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -179702.437500 Penalty: 3888.990234
	Iteration 30Q: 3 clusters Score -179702.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -179702.937500 Penalty: 3888.990234
	Iteration 31Q: 3 clusters Score -179702.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -179703.921875 Penalty: 3888.990234
	Iteration 32Q: 3 clusters Score -179703.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -179703.921875 Penalty: 3888.990234
	Iteration 33F: 3 clusters Score -179703.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Entering Unmasked Estep 
Score: -372348.406250 Penalty: 2125.447998
	Iteration 0F: 2 clusters Score -372348.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -367600.093750 Penalty: 4250.895996
	Iteration 0F: 3 clusters Score -367600.1 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -368827.687500 Penalty: 4250.895996
	Iteration 1F: 3 clusters Score -368827.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -369146.375000 Penalty: 4250.895996
	Iteration 2F: 3 clusters Score -369146.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -369395.281250 Penalty: 4250.895996
	Iteration 3F: 3 clusters Score -369395.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -369585.968750 Penalty: 4250.895996
	Iteration 4F: 3 clusters Score -369586 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -369758.906250 Penalty: 4250.895996
	Iteration 5Q: 3 clusters Score -369758.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -369949.656250 Penalty: 4250.895996
	Iteration 6Q: 3 clusters Score -369949.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -370147.750000 Penalty: 4250.895996
	Iteration 7Q: 3 clusters Score -370147.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -370341.968750 Penalty: 4250.895996
	Iteration 8Q: 3 clusters Score -370342 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -370533.437500 Penalty: 4250.895996
	Iteration 9Q: 3 clusters Score -370533.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -370686.187500 Penalty: 4250.895996
	Iteration 10Q: 3 clusters Score -370686.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -370811.062500 Penalty: 4250.895996
	Iteration 11Q: 3 clusters Score -370811.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -370935.656250 Penalty: 4250.895996
	Iteration 12Q: 3 clusters Score -370935.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -371054.968750 Penalty: 4250.895996
	Iteration 13Q: 3 clusters Score -371055 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -371136.562500 Penalty: 4250.895996
	Iteration 14Q: 3 clusters Score -371136.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -371181.625000 Penalty: 4250.895996
	Iteration 15Q: 3 clusters Score -371181.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -371201.718750 Penalty: 4250.895996
	Iteration 16Q: 3 clusters Score -371201.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -371213.125000 Penalty: 4250.895996
	Iteration 17Q: 3 clusters Score -371213.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -371218.468750 Penalty: 4250.895996
	Iteration 18Q: 3 clusters Score -371218.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -371222.531250 Penalty: 4250.895996
	Iteration 19Q: 3 clusters Score -371222.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -371227.625000 Penalty: 4250.895996
	Iteration 20F: 3 clusters Score -371227.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -371228.718750 Penalty: 4250.895996
	Iteration 21Q: 3 clusters Score -371228.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -371232.406250 Penalty: 4250.895996
	Iteration 22Q: 3 clusters Score -371232.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -371234.125000 Penalty: 4250.895996
	Iteration 23Q: 3 clusters Score -371234.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -371234.625000 Penalty: 4250.895996
	Iteration 24Q: 3 clusters Score -371234.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -371236.093750 Penalty: 4250.895996
	Iteration 25Q: 3 clusters Score -371236.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -371238.906250 Penalty: 4250.895996
	Iteration 26Q: 3 clusters Score -371238.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -371241.125000 Penalty: 4250.895996
	Iteration 27Q: 3 clusters Score -371241.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -371243.125000 Penalty: 4250.895996
	Iteration 28Q: 3 clusters Score -371243.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -371244.562500 Penalty: 4250.895996
	Iteration 29Q: 3 clusters Score -371244.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -371246.531250 Penalty: 4250.895996
	Iteration 30Q: 3 clusters Score -371246.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -371247.125000 Penalty: 4250.895996
	Iteration 31Q: 3 clusters Score -371247.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -371249.593750 Penalty: 4250.895996
	Iteration 32Q: 3 clusters Score -371249.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -371251.843750 Penalty: 4250.895996
	Iteration 33Q: 3 clusters Score -371251.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -371252.968750 Penalty: 4250.895996
	Iteration 34Q: 3 clusters Score -371253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -371255.250000 Penalty: 4250.895996
	Iteration 35Q: 3 clusters Score -371255.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -371259.531250 Penalty: 4250.895996
	Iteration 36Q: 3 clusters Score -371259.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -371260.656250 Penalty: 4250.895996
	Iteration 37Q: 3 clusters Score -371260.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -371263.125000 Penalty: 4250.895996
	Iteration 38Q: 3 clusters Score -371263.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -371264.312500 Penalty: 4250.895996
	Iteration 39Q: 3 clusters Score -371264.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -371264.312500 Penalty: 4250.895996
	Iteration 40F: 3 clusters Score -371264.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Entering Unmasked Estep 
Score: -247366.921875 Penalty: 2058.900391
	Iteration 0F: 2 clusters Score -247366.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -243441.734375 Penalty: 4117.800781
	Iteration 0F: 3 clusters Score -243441.7 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -244347.281250 Penalty: 4117.800781
	Iteration 1F: 3 clusters Score -244347.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -244571.000000 Penalty: 4117.800781
	Iteration 2F: 3 clusters Score -244571 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -244750.046875 Penalty: 4117.800781
	Iteration 3F: 3 clusters Score -244750 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -244932.593750 Penalty: 4117.800781
	Iteration 4F: 3 clusters Score -244932.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -245080.453125 Penalty: 4117.800781
	Iteration 5Q: 3 clusters Score -245080.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -245207.000000 Penalty: 4117.800781
	Iteration 6Q: 3 clusters Score -245207 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -245321.156250 Penalty: 4117.800781
	Iteration 7Q: 3 clusters Score -245321.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -245444.812500 Penalty: 4117.800781
	Iteration 8Q: 3 clusters Score -245444.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -245528.265625 Penalty: 4117.800781
	Iteration 9Q: 3 clusters Score -245528.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -245601.375000 Penalty: 4117.800781
	Iteration 10Q: 3 clusters Score -245601.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -245694.140625 Penalty: 4117.800781
	Iteration 11Q: 3 clusters Score -245694.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -245773.250000 Penalty: 4117.800781
	Iteration 12Q: 3 clusters Score -245773.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -245841.093750 Penalty: 4117.800781
	Iteration 13Q: 3 clusters Score -245841.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -245891.796875 Penalty: 4117.800781
	Iteration 14Q: 3 clusters Score -245891.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -245920.875000 Penalty: 4117.800781
	Iteration 15Q: 3 clusters Score -245920.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -245949.515625 Penalty: 4117.800781
	Iteration 16Q: 3 clusters Score -245949.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -245972.531250 Penalty: 4117.800781
	Iteration 17Q: 3 clusters Score -245972.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -245993.171875 Penalty: 4117.800781
	Iteration 18Q: 3 clusters Score -245993.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -246011.625000 Penalty: 4117.800781
	Iteration 19Q: 3 clusters Score -246011.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -246025.203125 Penalty: 4117.800781
	Iteration 20F: 3 clusters Score -246025.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -246037.203125 Penalty: 4117.800781
	Iteration 21Q: 3 clusters Score -246037.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -246045.234375 Penalty: 4117.800781
	Iteration 22Q: 3 clusters Score -246045.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -246050.890625 Penalty: 4117.800781
	Iteration 23Q: 3 clusters Score -246050.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -246056.906250 Penalty: 4117.800781
	Iteration 24Q: 3 clusters Score -246056.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -246066.375000 Penalty: 4117.800781
	Iteration 25Q: 3 clusters Score -246066.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -246077.671875 Penalty: 4117.800781
	Iteration 26Q: 3 clusters Score -246077.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -246085.765625 Penalty: 4117.800781
	Iteration 27Q: 3 clusters Score -246085.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -246090.984375 Penalty: 4117.800781
	Iteration 28Q: 3 clusters Score -246091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -246096.953125 Penalty: 4117.800781
	Iteration 29Q: 3 clusters Score -246097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -246102.671875 Penalty: 4117.800781
	Iteration 30Q: 3 clusters Score -246102.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -246109.812500 Penalty: 4117.800781
	Iteration 31Q: 3 clusters Score -246109.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -246114.718750 Penalty: 4117.800781
	Iteration 32Q: 3 clusters Score -246114.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -246120.640625 Penalty: 4117.800781
	Iteration 33Q: 3 clusters Score -246120.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -246125.703125 Penalty: 4117.800781
	Iteration 34Q: 3 clusters Score -246125.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -246128.593750 Penalty: 4117.800781
	Iteration 35Q: 3 clusters Score -246128.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -246132.203125 Penalty: 4117.800781
	Iteration 36Q: 3 clusters Score -246132.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -246135.390625 Penalty: 4117.800781
	Iteration 37Q: 3 clusters Score -246135.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -246136.875000 Penalty: 4117.800781
	Iteration 38Q: 3 clusters Score -246136.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -246138.671875 Penalty: 4117.800781
	Iteration 39Q: 3 clusters Score -246138.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -246140.406250 Penalty: 4117.800781
	Iteration 40F: 3 clusters Score -246140.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -246142.031250 Penalty: 4117.800781
	Iteration 41Q: 3 clusters Score -246142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -246144.000000 Penalty: 4117.800781
	Iteration 42Q: 3 clusters Score -246144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -246145.421875 Penalty: 4117.800781
	Iteration 43Q: 3 clusters Score -246145.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -246147.453125 Penalty: 4117.800781
	Iteration 44Q: 3 clusters Score -246147.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -246150.140625 Penalty: 4117.800781
	Iteration 45Q: 3 clusters Score -246150.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -246151.468750 Penalty: 4117.800781
	Iteration 46Q: 3 clusters Score -246151.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -246153.187500 Penalty: 4117.800781
	Iteration 47Q: 3 clusters Score -246153.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -246155.781250 Penalty: 4117.800781
	Iteration 48Q: 3 clusters Score -246155.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -246157.062500 Penalty: 4117.800781
	Iteration 49Q: 3 clusters Score -246157.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -246158.078125 Penalty: 4117.800781
	Iteration 50Q: 3 clusters Score -246158.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -246159.828125 Penalty: 4117.800781
	Iteration 51Q: 3 clusters Score -246159.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -246161.953125 Penalty: 4117.800781
	Iteration 52Q: 3 clusters Score -246162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -246165.500000 Penalty: 4117.800781
	Iteration 53Q: 3 clusters Score -246165.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -246167.343750 Penalty: 4117.800781
	Iteration 54Q: 3 clusters Score -246167.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -246168.046875 Penalty: 4117.800781
	Iteration 55Q: 3 clusters Score -246168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -246169.671875 Penalty: 4117.800781
	Iteration 56Q: 3 clusters Score -246169.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -246170.359375 Penalty: 4117.800781
	Iteration 57Q: 3 clusters Score -246170.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -246171.171875 Penalty: 4117.800781
	Iteration 58Q: 3 clusters Score -246171.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -246171.765625 Penalty: 4117.800781
	Iteration 59Q: 3 clusters Score -246171.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -246172.500000 Penalty: 4117.800781
	Iteration 60F: 3 clusters Score -246172.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -246173.656250 Penalty: 4117.800781
	Iteration 61Q: 3 clusters Score -246173.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -246175.140625 Penalty: 4117.800781
	Iteration 62Q: 3 clusters Score -246175.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -246175.234375 Penalty: 4117.800781
	Iteration 63Q: 3 clusters Score -246175.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -246175.234375 Penalty: 4117.800781
	Iteration 64F: 3 clusters Score -246175.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Entering Unmasked Estep 
Score: -2824914.500000 Penalty: 2601.028809
	Iteration 0F: 2 clusters Score -2824914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2800519.750000 Penalty: 5202.057617
	Iteration 0F: 3 clusters Score -2800520 nChanged 16263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2809369.500000 Penalty: 5202.057617
	Iteration 1F: 3 clusters Score -2809370 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -2809968.000000 Penalty: 5202.057617
	Iteration 2Q: 3 clusters Score -2809968 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2810641.000000 Penalty: 5202.057617
	Iteration 3Q: 3 clusters Score -2810641 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -2811469.250000 Penalty: 5202.057617
	Iteration 4Q: 3 clusters Score -2811469 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -2812547.250000 Penalty: 5202.057617
	Iteration 5F: 3 clusters Score -2812547 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -2813902.750000 Penalty: 5202.057617
	Iteration 6F: 3 clusters Score -2813903 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -2815466.500000 Penalty: 5202.057617
	Iteration 7F: 3 clusters Score -2815466 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -2817095.500000 Penalty: 5202.057617
	Iteration 8F: 3 clusters Score -2817096 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -2818491.500000 Penalty: 5202.057617
	Iteration 9F: 3 clusters Score -2818492 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -2819596.250000 Penalty: 5202.057617
	Iteration 10Q: 3 clusters Score -2819596 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -2820430.000000 Penalty: 5202.057617
	Iteration 11Q: 3 clusters Score -2820430 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -2821073.750000 Penalty: 5202.057617
	Iteration 12Q: 3 clusters Score -2821074 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -2821524.250000 Penalty: 5202.057617
	Iteration 13Q: 3 clusters Score -2821524 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -2821857.750000 Penalty: 5202.057617
	Iteration 14Q: 3 clusters Score -2821858 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -2822103.000000 Penalty: 5202.057617
	Iteration 15Q: 3 clusters Score -2822103 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -2822285.500000 Penalty: 5202.057617
	Iteration 16Q: 3 clusters Score -2822286 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -2822391.250000 Penalty: 5202.057617
	Iteration 17Q: 3 clusters Score -2822391 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -2822464.750000 Penalty: 5202.057617
	Iteration 18Q: 3 clusters Score -2822465 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -2822518.750000 Penalty: 5202.057617
	Iteration 19Q: 3 clusters Score -2822519 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -2822561.750000 Penalty: 5202.057617
	Iteration 20F: 3 clusters Score -2822562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -2822587.500000 Penalty: 5202.057617
	Iteration 21Q: 3 clusters Score -2822588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -2822612.000000 Penalty: 5202.057617
	Iteration 22Q: 3 clusters Score -2822612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -2822639.000000 Penalty: 5202.057617
	Iteration 23Q: 3 clusters Score -2822639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -2822653.500000 Penalty: 5202.057617
	Iteration 24Q: 3 clusters Score -2822654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -2822669.250000 Penalty: 5202.057617
	Iteration 25Q: 3 clusters Score -2822669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -2822675.500000 Penalty: 5202.057617
	Iteration 26Q: 3 clusters Score -2822676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -2822681.000000 Penalty: 5202.057617
	Iteration 27Q: 3 clusters Score -2822681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -2822687.000000 Penalty: 5202.057617
	Iteration 28Q: 3 clusters Score -2822687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -2822687.000000 Penalty: 5202.057617
	Iteration 29F: 3 clusters Score -2822687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (175777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175777 members 
Entering Unmasked Estep 
Score: -13310468.000000 Penalty: 2995.088867
	Iteration 0F: 2 clusters Score -1.331047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88208 members 
Mstep: Class 2 contains 87569 members 
Entering Unmasked Estep 
Score: -13192388.000000 Penalty: 5990.177734
	Iteration 0F: 3 clusters Score -1.319239e+07 nChanged 84398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93304 members 
Mstep: Class 2 contains 82473 members 
Entering Unmasked Estep 
Score: -13242006.000000 Penalty: 5990.177734
	Iteration 1F: 3 clusters Score -1.324201e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96349 members 
Mstep: Class 2 contains 79428 members 
Entering Unmasked Estep 
Score: -13243694.000000 Penalty: 5990.177734
	Iteration 2Q: 3 clusters Score -1.324369e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100862 members 
Mstep: Class 2 contains 74915 members 
Entering Unmasked Estep 
Score: -13246136.000000 Penalty: 5990.177734
	Iteration 3Q: 3 clusters Score -1.324614e+07 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107321 members 
Mstep: Class 2 contains 68456 members 
Entering Unmasked Estep 
Score: -13249799.000000 Penalty: 5990.177734
	Iteration 4Q: 3 clusters Score -1.32498e+07 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116603 members 
Mstep: Class 2 contains 59174 members 
Entering Unmasked Estep 
Score: -13255720.000000 Penalty: 5990.177734
	Iteration 5F: 3 clusters Score -1.325572e+07 nChanged 12280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128737 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -13264612.000000 Penalty: 5990.177734
	Iteration 6F: 3 clusters Score -1.326461e+07 nChanged 14372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143075 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -13276963.000000 Penalty: 5990.177734
	Iteration 7F: 3 clusters Score -1.327696e+07 nChanged 13763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156834 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -13289844.000000 Penalty: 5990.177734
	Iteration 8F: 3 clusters Score -1.328984e+07 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166972 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -13299566.000000 Penalty: 5990.177734
	Iteration 9F: 3 clusters Score -1.329957e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172411 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -13304713.000000 Penalty: 5990.177734
	Iteration 10Q: 3 clusters Score -1.330471e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174541 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -13306790.000000 Penalty: 5990.177734
	Iteration 11Q: 3 clusters Score -1.330679e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175199 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -13307436.000000 Penalty: 5990.177734
	Iteration 12Q: 3 clusters Score -1.330744e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175399 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -13307673.000000 Penalty: 5990.177734
	Iteration 13Q: 3 clusters Score -1.330767e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175460 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -13307774.000000 Penalty: 5990.177734
	Iteration 14Q: 3 clusters Score -1.330777e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175488 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -13307808.000000 Penalty: 5990.177734
	Iteration 15Q: 3 clusters Score -1.330781e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175502 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -13307828.000000 Penalty: 5990.177734
	Iteration 16Q: 3 clusters Score -1.330783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175511 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -13307849.000000 Penalty: 5990.177734
	Iteration 17Q: 3 clusters Score -1.330785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175514 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -13307835.000000 Penalty: 5990.177734
	Iteration 18Q: 3 clusters Score -1.330784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175519 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -13307851.000000 Penalty: 5990.177734
	Iteration 19Q: 3 clusters Score -1.330785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175523 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -13307863.000000 Penalty: 5990.177734
	Iteration 20F: 3 clusters Score -1.330786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175524 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -13307860.000000 Penalty: 5990.177734
	Iteration 21Q: 3 clusters Score -1.330786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175525 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -13307864.000000 Penalty: 5990.177734
	Iteration 22Q: 3 clusters Score -1.330786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175526 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -13307862.000000 Penalty: 5990.177734
	Iteration 23Q: 3 clusters Score -1.330786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175526 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -13307862.000000 Penalty: 5990.177734
	Iteration 24F: 3 clusters Score -1.330786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Entering Unmasked Estep 
Score: -536496.937500 Penalty: 2196.769531
	Iteration 0F: 2 clusters Score -536496.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -530721.187500 Penalty: 4393.539062
	Iteration 0F: 3 clusters Score -530721.2 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -532246.500000 Penalty: 4393.539062
	Iteration 1F: 3 clusters Score -532246.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -532473.000000 Penalty: 4393.539062
	Iteration 2F: 3 clusters Score -532473 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -532622.875000 Penalty: 4393.539062
	Iteration 3Q: 3 clusters Score -532622.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -532734.875000 Penalty: 4393.539062
	Iteration 4Q: 3 clusters Score -532734.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -532841.250000 Penalty: 4393.539062
	Iteration 5Q: 3 clusters Score -532841.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -532940.312500 Penalty: 4393.539062
	Iteration 6Q: 3 clusters Score -532940.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -533038.625000 Penalty: 4393.539062
	Iteration 7Q: 3 clusters Score -533038.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -533135.250000 Penalty: 4393.539062
	Iteration 8Q: 3 clusters Score -533135.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -533253.312500 Penalty: 4393.539062
	Iteration 9Q: 3 clusters Score -533253.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -533394.750000 Penalty: 4393.539062
	Iteration 10Q: 3 clusters Score -533394.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -533550.187500 Penalty: 4393.539062
	Iteration 11Q: 3 clusters Score -533550.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -533724.750000 Penalty: 4393.539062
	Iteration 12Q: 3 clusters Score -533724.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -533914.062500 Penalty: 4393.539062
	Iteration 13Q: 3 clusters Score -533914.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -534101.500000 Penalty: 4393.539062
	Iteration 14Q: 3 clusters Score -534101.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -534311.875000 Penalty: 4393.539062
	Iteration 15Q: 3 clusters Score -534311.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -534534.937500 Penalty: 4393.539062
	Iteration 16Q: 3 clusters Score -534534.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -534708.937500 Penalty: 4393.539062
	Iteration 17Q: 3 clusters Score -534708.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -534880.625000 Penalty: 4393.539062
	Iteration 18Q: 3 clusters Score -534880.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -535009.312500 Penalty: 4393.539062
	Iteration 19Q: 3 clusters Score -535009.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -535098.062500 Penalty: 4393.539062
	Iteration 20F: 3 clusters Score -535098.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -535162.125000 Penalty: 4393.539062
	Iteration 21Q: 3 clusters Score -535162.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -535211.375000 Penalty: 4393.539062
	Iteration 22Q: 3 clusters Score -535211.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -535232.500000 Penalty: 4393.539062
	Iteration 23Q: 3 clusters Score -535232.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -535244.937500 Penalty: 4393.539062
	Iteration 24Q: 3 clusters Score -535244.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -535251.437500 Penalty: 4393.539062
	Iteration 25Q: 3 clusters Score -535251.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -535259.312500 Penalty: 4393.539062
	Iteration 26Q: 3 clusters Score -535259.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -535265.812500 Penalty: 4393.539062
	Iteration 27Q: 3 clusters Score -535265.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -535271.937500 Penalty: 4393.539062
	Iteration 28Q: 3 clusters Score -535271.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -535277.500000 Penalty: 4393.539062
	Iteration 29Q: 3 clusters Score -535277.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -535282.125000 Penalty: 4393.539062
	Iteration 30Q: 3 clusters Score -535282.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -535284.000000 Penalty: 4393.539062
	Iteration 31Q: 3 clusters Score -535284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -535285.562500 Penalty: 4393.539062
	Iteration 32Q: 3 clusters Score -535285.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -535285.625000 Penalty: 4393.539062
	Iteration 33Q: 3 clusters Score -535285.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -535287.250000 Penalty: 4393.539062
	Iteration 34Q: 3 clusters Score -535287.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -535286.812500 Penalty: 4393.539062
	Iteration 35Q: 3 clusters Score -535286.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -535287.625000 Penalty: 4393.539062
	Iteration 36Q: 3 clusters Score -535287.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -535288.875000 Penalty: 4393.539062
	Iteration 37Q: 3 clusters Score -535288.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -535288.875000 Penalty: 4393.539062
	Iteration 38F: 3 clusters Score -535288.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Entering Unmasked Estep 
Score: -949615.875000 Penalty: 2336.730713
	Iteration 0F: 2 clusters Score -949615.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -940419.250000 Penalty: 4673.461426
	Iteration 0F: 3 clusters Score -940419.2 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -943190.750000 Penalty: 4673.461426
	Iteration 1F: 3 clusters Score -943190.8 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -943613.312500 Penalty: 4673.461426
	Iteration 2F: 3 clusters Score -943613.3 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -944030.625000 Penalty: 4673.461426
	Iteration 3F: 3 clusters Score -944030.6 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -944516.000000 Penalty: 4673.461426
	Iteration 4F: 3 clusters Score -944516 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -945065.187500 Penalty: 4673.461426
	Iteration 5F: 3 clusters Score -945065.2 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -945619.562500 Penalty: 4673.461426
	Iteration 6F: 3 clusters Score -945619.6 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -946136.375000 Penalty: 4673.461426
	Iteration 7F: 3 clusters Score -946136.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -946557.375000 Penalty: 4673.461426
	Iteration 8Q: 3 clusters Score -946557.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -946960.937500 Penalty: 4673.461426
	Iteration 9Q: 3 clusters Score -946960.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -947395.000000 Penalty: 4673.461426
	Iteration 10Q: 3 clusters Score -947395 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -947785.062500 Penalty: 4673.461426
	Iteration 11Q: 3 clusters Score -947785.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -948103.125000 Penalty: 4673.461426
	Iteration 12Q: 3 clusters Score -948103.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -948308.375000 Penalty: 4673.461426
	Iteration 13Q: 3 clusters Score -948308.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -948420.875000 Penalty: 4673.461426
	Iteration 14Q: 3 clusters Score -948420.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -948465.187500 Penalty: 4673.461426
	Iteration 15Q: 3 clusters Score -948465.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -948488.687500 Penalty: 4673.461426
	Iteration 16Q: 3 clusters Score -948488.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -948499.000000 Penalty: 4673.461426
	Iteration 17Q: 3 clusters Score -948499 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -948506.625000 Penalty: 4673.461426
	Iteration 18Q: 3 clusters Score -948506.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -948514.375000 Penalty: 4673.461426
	Iteration 19Q: 3 clusters Score -948514.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -948517.500000 Penalty: 4673.461426
	Iteration 20F: 3 clusters Score -948517.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -948520.687500 Penalty: 4673.461426
	Iteration 21Q: 3 clusters Score -948520.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -948521.437500 Penalty: 4673.461426
	Iteration 22Q: 3 clusters Score -948521.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -948523.250000 Penalty: 4673.461426
	Iteration 23Q: 3 clusters Score -948523.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -948525.375000 Penalty: 4673.461426
	Iteration 24Q: 3 clusters Score -948525.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -948527.437500 Penalty: 4673.461426
	Iteration 25Q: 3 clusters Score -948527.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -948528.437500 Penalty: 4673.461426
	Iteration 26Q: 3 clusters Score -948528.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -948530.062500 Penalty: 4673.461426
	Iteration 27Q: 3 clusters Score -948530.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -948528.750000 Penalty: 4673.461426
	Iteration 28Q: 3 clusters Score -948528.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -948530.062500 Penalty: 4673.461426
	Iteration 29Q: 3 clusters Score -948530.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -948528.875000 Penalty: 4673.461426
	Iteration 30Q: 3 clusters Score -948528.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -948528.625000 Penalty: 4673.461426
	Iteration 31Q: 3 clusters Score -948528.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -948528.500000 Penalty: 4673.461426
	Iteration 32Q: 3 clusters Score -948528.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -948528.500000 Penalty: 4673.461426
	Iteration 33F: 3 clusters Score -948528.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56884 members 
Entering Unmasked Estep 
Score: -4343325.500000 Penalty: 2715.294922
	Iteration 0F: 2 clusters Score -4343326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -4305179.000000 Penalty: 5430.589844
	Iteration 0F: 3 clusters Score -4305179 nChanged 26503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -4319995.500000 Penalty: 5430.589844
	Iteration 1F: 3 clusters Score -4319996 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -4320715.500000 Penalty: 5430.589844
	Iteration 2Q: 3 clusters Score -4320716 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -4321658.000000 Penalty: 5430.589844
	Iteration 3Q: 3 clusters Score -4321658 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -4323046.000000 Penalty: 5430.589844
	Iteration 4F: 3 clusters Score -4323046 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -4325334.000000 Penalty: 5430.589844
	Iteration 5F: 3 clusters Score -4325334 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -4328915.000000 Penalty: 5430.589844
	Iteration 6F: 3 clusters Score -4328915 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -4333267.500000 Penalty: 5430.589844
	Iteration 7F: 3 clusters Score -4333268 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -4337189.000000 Penalty: 5430.589844
	Iteration 8F: 3 clusters Score -4337189 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 55412 members 
Entering Unmasked Estep 
Score: -4339513.500000 Penalty: 5430.589844
	Iteration 9Q: 3 clusters Score -4339514 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 56288 members 
Entering Unmasked Estep 
Score: -4340407.500000 Penalty: 5430.589844
	Iteration 10Q: 3 clusters Score -4340408 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 56536 members 
Entering Unmasked Estep 
Score: -4340670.000000 Penalty: 5430.589844
	Iteration 11Q: 3 clusters Score -4340670 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 56610 members 
Entering Unmasked Estep 
Score: -4340787.000000 Penalty: 5430.589844
	Iteration 12Q: 3 clusters Score -4340787 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
Score: -4340829.000000 Penalty: 5430.589844
	Iteration 13Q: 3 clusters Score -4340829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 56643 members 
Entering Unmasked Estep 
Score: -4340871.000000 Penalty: 5430.589844
	Iteration 14Q: 3 clusters Score -4340871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 56650 members 
Entering Unmasked Estep 
Score: -4340895.500000 Penalty: 5430.589844
	Iteration 15Q: 3 clusters Score -4340896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 56653 members 
Entering Unmasked Estep 
Score: -4340908.500000 Penalty: 5430.589844
	Iteration 16Q: 3 clusters Score -4340908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 56657 members 
Entering Unmasked Estep 
Score: -4340921.500000 Penalty: 5430.589844
	Iteration 17Q: 3 clusters Score -4340922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 56658 members 
Entering Unmasked Estep 
Score: -4340925.500000 Penalty: 5430.589844
	Iteration 18Q: 3 clusters Score -4340926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 56659 members 
Entering Unmasked Estep 
Score: -4340927.000000 Penalty: 5430.589844
	Iteration 19Q: 3 clusters Score -4340927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 56660 members 
Entering Unmasked Estep 
Score: -4340931.000000 Penalty: 5430.589844
	Iteration 20F: 3 clusters Score -4340931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Entering Unmasked Estep 
Score: -350489.031250 Penalty: 2113.352783
	Iteration 0F: 2 clusters Score -350489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -345954.125000 Penalty: 4226.705566
	Iteration 0F: 3 clusters Score -345954.1 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -347210.781250 Penalty: 4226.705566
	Iteration 1F: 3 clusters Score -347210.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -347502.468750 Penalty: 4226.705566
	Iteration 2F: 3 clusters Score -347502.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -347711.500000 Penalty: 4226.705566
	Iteration 3F: 3 clusters Score -347711.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -347868.968750 Penalty: 4226.705566
	Iteration 4Q: 3 clusters Score -347869 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -348013.375000 Penalty: 4226.705566
	Iteration 5Q: 3 clusters Score -348013.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -348118.000000 Penalty: 4226.705566
	Iteration 6Q: 3 clusters Score -348118 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -348197.062500 Penalty: 4226.705566
	Iteration 7Q: 3 clusters Score -348197.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -348272.750000 Penalty: 4226.705566
	Iteration 8Q: 3 clusters Score -348272.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -348360.375000 Penalty: 4226.705566
	Iteration 9Q: 3 clusters Score -348360.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -348439.625000 Penalty: 4226.705566
	Iteration 10Q: 3 clusters Score -348439.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -348519.031250 Penalty: 4226.705566
	Iteration 11Q: 3 clusters Score -348519 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -348577.437500 Penalty: 4226.705566
	Iteration 12Q: 3 clusters Score -348577.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -348621.812500 Penalty: 4226.705566
	Iteration 13Q: 3 clusters Score -348621.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -348666.531250 Penalty: 4226.705566
	Iteration 14Q: 3 clusters Score -348666.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -348703.156250 Penalty: 4226.705566
	Iteration 15Q: 3 clusters Score -348703.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -348731.281250 Penalty: 4226.705566
	Iteration 16Q: 3 clusters Score -348731.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -348752.406250 Penalty: 4226.705566
	Iteration 17Q: 3 clusters Score -348752.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -348764.000000 Penalty: 4226.705566
	Iteration 18Q: 3 clusters Score -348764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -348776.562500 Penalty: 4226.705566
	Iteration 19Q: 3 clusters Score -348776.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -348786.281250 Penalty: 4226.705566
	Iteration 20F: 3 clusters Score -348786.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -348792.062500 Penalty: 4226.705566
	Iteration 21Q: 3 clusters Score -348792.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -348796.593750 Penalty: 4226.705566
	Iteration 22Q: 3 clusters Score -348796.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -348802.562500 Penalty: 4226.705566
	Iteration 23Q: 3 clusters Score -348802.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -348805.343750 Penalty: 4226.705566
	Iteration 24Q: 3 clusters Score -348805.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -348808.093750 Penalty: 4226.705566
	Iteration 25Q: 3 clusters Score -348808.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -348809.875000 Penalty: 4226.705566
	Iteration 26Q: 3 clusters Score -348809.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -348810.125000 Penalty: 4226.705566
	Iteration 27Q: 3 clusters Score -348810.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -348811.062500 Penalty: 4226.705566
	Iteration 28Q: 3 clusters Score -348811.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -348811.062500 Penalty: 4226.705566
	Iteration 29F: 3 clusters Score -348811.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Entering Unmasked Estep 
Score: -727750.437500 Penalty: 2285.697266
	Iteration 0F: 2 clusters Score -727750.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -720101.687500 Penalty: 4571.394531
	Iteration 0F: 3 clusters Score -720101.7 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -722487.750000 Penalty: 4571.394531
	Iteration 1F: 3 clusters Score -722487.8 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -723017.500000 Penalty: 4571.394531
	Iteration 2F: 3 clusters Score -723017.5 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -723429.625000 Penalty: 4571.394531
	Iteration 3F: 3 clusters Score -723429.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -723744.437500 Penalty: 4571.394531
	Iteration 4F: 3 clusters Score -723744.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -723998.312500 Penalty: 4571.394531
	Iteration 5Q: 3 clusters Score -723998.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -724239.625000 Penalty: 4571.394531
	Iteration 6Q: 3 clusters Score -724239.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -724482.375000 Penalty: 4571.394531
	Iteration 7Q: 3 clusters Score -724482.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -724743.062500 Penalty: 4571.394531
	Iteration 8Q: 3 clusters Score -724743.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -725004.187500 Penalty: 4571.394531
	Iteration 9Q: 3 clusters Score -725004.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -725231.562500 Penalty: 4571.394531
	Iteration 10Q: 3 clusters Score -725231.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -725401.125000 Penalty: 4571.394531
	Iteration 11Q: 3 clusters Score -725401.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -725548.875000 Penalty: 4571.394531
	Iteration 12Q: 3 clusters Score -725548.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -725683.937500 Penalty: 4571.394531
	Iteration 13Q: 3 clusters Score -725683.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -725812.125000 Penalty: 4571.394531
	Iteration 14Q: 3 clusters Score -725812.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -725930.375000 Penalty: 4571.394531
	Iteration 15Q: 3 clusters Score -725930.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -726029.625000 Penalty: 4571.394531
	Iteration 16Q: 3 clusters Score -726029.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -726122.062500 Penalty: 4571.394531
	Iteration 17Q: 3 clusters Score -726122.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -726218.875000 Penalty: 4571.394531
	Iteration 18Q: 3 clusters Score -726218.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -726309.875000 Penalty: 4571.394531
	Iteration 19Q: 3 clusters Score -726309.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -726390.062500 Penalty: 4571.394531
	Iteration 20F: 3 clusters Score -726390.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -726453.562500 Penalty: 4571.394531
	Iteration 21Q: 3 clusters Score -726453.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -726504.687500 Penalty: 4571.394531
	Iteration 22Q: 3 clusters Score -726504.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -726540.812500 Penalty: 4571.394531
	Iteration 23Q: 3 clusters Score -726540.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -726570.062500 Penalty: 4571.394531
	Iteration 24Q: 3 clusters Score -726570.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -726590.687500 Penalty: 4571.394531
	Iteration 25Q: 3 clusters Score -726590.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -726611.625000 Penalty: 4571.394531
	Iteration 26Q: 3 clusters Score -726611.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -726622.125000 Penalty: 4571.394531
	Iteration 27Q: 3 clusters Score -726622.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -726631.937500 Penalty: 4571.394531
	Iteration 28Q: 3 clusters Score -726631.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -726634.812500 Penalty: 4571.394531
	Iteration 29Q: 3 clusters Score -726634.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -726639.562500 Penalty: 4571.394531
	Iteration 30Q: 3 clusters Score -726639.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -726644.187500 Penalty: 4571.394531
	Iteration 31Q: 3 clusters Score -726644.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -726647.875000 Penalty: 4571.394531
	Iteration 32Q: 3 clusters Score -726647.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -726656.187500 Penalty: 4571.394531
	Iteration 33Q: 3 clusters Score -726656.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -726666.000000 Penalty: 4571.394531
	Iteration 34Q: 3 clusters Score -726666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -726676.937500 Penalty: 4571.394531
	Iteration 35Q: 3 clusters Score -726676.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -726690.000000 Penalty: 4571.394531
	Iteration 36Q: 3 clusters Score -726690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -726704.000000 Penalty: 4571.394531
	Iteration 37Q: 3 clusters Score -726704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -726718.562500 Penalty: 4571.394531
	Iteration 38Q: 3 clusters Score -726718.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -726724.312500 Penalty: 4571.394531
	Iteration 39Q: 3 clusters Score -726724.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -726731.687500 Penalty: 4571.394531
	Iteration 40F: 3 clusters Score -726731.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -726734.750000 Penalty: 4571.394531
	Iteration 41Q: 3 clusters Score -726734.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -726736.312500 Penalty: 4571.394531
	Iteration 42Q: 3 clusters Score -726736.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -726737.125000 Penalty: 4571.394531
	Iteration 43Q: 3 clusters Score -726737.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -726740.250000 Penalty: 4571.394531
	Iteration 44Q: 3 clusters Score -726740.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -726741.125000 Penalty: 4571.394531
	Iteration 45Q: 3 clusters Score -726741.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -726742.187500 Penalty: 4571.394531
	Iteration 46Q: 3 clusters Score -726742.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -726743.125000 Penalty: 4571.394531
	Iteration 47Q: 3 clusters Score -726743.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -726743.062500 Penalty: 4571.394531
	Iteration 48Q: 3 clusters Score -726743.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -726745.062500 Penalty: 4571.394531
	Iteration 49Q: 3 clusters Score -726745.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -726744.750000 Penalty: 4571.394531
	Iteration 50Q: 3 clusters Score -726744.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -726746.687500 Penalty: 4571.394531
	Iteration 51Q: 3 clusters Score -726746.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -726746.812500 Penalty: 4571.394531
	Iteration 52Q: 3 clusters Score -726746.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -726748.000000 Penalty: 4571.394531
	Iteration 53Q: 3 clusters Score -726748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -726748.562500 Penalty: 4571.394531
	Iteration 54Q: 3 clusters Score -726748.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -726748.875000 Penalty: 4571.394531
	Iteration 55Q: 3 clusters Score -726748.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -726748.875000 Penalty: 4571.394531
	Iteration 56F: 3 clusters Score -726748.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Entering Unmasked Estep 
Score: -275398.125000 Penalty: 2048.922607
	Iteration 0F: 2 clusters Score -275398.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -271610.843750 Penalty: 4097.845215
	Iteration 0F: 3 clusters Score -271610.8 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -272421.718750 Penalty: 4097.845215
	Iteration 1F: 3 clusters Score -272421.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -272627.875000 Penalty: 4097.845215
	Iteration 2F: 3 clusters Score -272627.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -272778.875000 Penalty: 4097.845215
	Iteration 3F: 3 clusters Score -272778.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -272919.906250 Penalty: 4097.845215
	Iteration 4Q: 3 clusters Score -272919.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -273035.656250 Penalty: 4097.845215
	Iteration 5Q: 3 clusters Score -273035.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -273121.031250 Penalty: 4097.845215
	Iteration 6Q: 3 clusters Score -273121 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -273199.531250 Penalty: 4097.845215
	Iteration 7Q: 3 clusters Score -273199.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -273272.812500 Penalty: 4097.845215
	Iteration 8Q: 3 clusters Score -273272.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -273339.156250 Penalty: 4097.845215
	Iteration 9Q: 3 clusters Score -273339.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -273397.843750 Penalty: 4097.845215
	Iteration 10Q: 3 clusters Score -273397.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -273445.562500 Penalty: 4097.845215
	Iteration 11Q: 3 clusters Score -273445.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -273500.468750 Penalty: 4097.845215
	Iteration 12Q: 3 clusters Score -273500.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -273554.656250 Penalty: 4097.845215
	Iteration 13Q: 3 clusters Score -273554.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -273609.593750 Penalty: 4097.845215
	Iteration 14Q: 3 clusters Score -273609.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -273676.531250 Penalty: 4097.845215
	Iteration 15Q: 3 clusters Score -273676.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -273752.437500 Penalty: 4097.845215
	Iteration 16Q: 3 clusters Score -273752.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -273814.875000 Penalty: 4097.845215
	Iteration 17Q: 3 clusters Score -273814.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -273873.687500 Penalty: 4097.845215
	Iteration 18Q: 3 clusters Score -273873.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -273941.375000 Penalty: 4097.845215
	Iteration 19Q: 3 clusters Score -273941.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -274010.718750 Penalty: 4097.845215
	Iteration 20F: 3 clusters Score -274010.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -274082.218750 Penalty: 4097.845215
	Iteration 21Q: 3 clusters Score -274082.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -274166.843750 Penalty: 4097.845215
	Iteration 22Q: 3 clusters Score -274166.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -274249.968750 Penalty: 4097.845215
	Iteration 23Q: 3 clusters Score -274250 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -274329.968750 Penalty: 4097.845215
	Iteration 24Q: 3 clusters Score -274330 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -274414.343750 Penalty: 4097.845215
	Iteration 25Q: 3 clusters Score -274414.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -274479.281250 Penalty: 4097.845215
	Iteration 26Q: 3 clusters Score -274479.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -274531.437500 Penalty: 4097.845215
	Iteration 27Q: 3 clusters Score -274531.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -274584.718750 Penalty: 4097.845215
	Iteration 28Q: 3 clusters Score -274584.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -274630.437500 Penalty: 4097.845215
	Iteration 29Q: 3 clusters Score -274630.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -274662.500000 Penalty: 4097.845215
	Iteration 30Q: 3 clusters Score -274662.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -274683.875000 Penalty: 4097.845215
	Iteration 31Q: 3 clusters Score -274683.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -274704.375000 Penalty: 4097.845215
	Iteration 32Q: 3 clusters Score -274704.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -274720.000000 Penalty: 4097.845215
	Iteration 33Q: 3 clusters Score -274720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -274738.812500 Penalty: 4097.845215
	Iteration 34Q: 3 clusters Score -274738.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -274754.812500 Penalty: 4097.845215
	Iteration 35Q: 3 clusters Score -274754.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -274769.156250 Penalty: 4097.845215
	Iteration 36Q: 3 clusters Score -274769.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -274782.718750 Penalty: 4097.845215
	Iteration 37Q: 3 clusters Score -274782.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -274807.343750 Penalty: 4097.845215
	Iteration 38Q: 3 clusters Score -274807.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -274852.062500 Penalty: 4097.845215
	Iteration 39Q: 3 clusters Score -274852.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -274912.750000 Penalty: 4097.845215
	Iteration 40F: 3 clusters Score -274912.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -274986.000000 Penalty: 4097.845215
	Iteration 41Q: 3 clusters Score -274986 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -275059.593750 Penalty: 4097.845215
	Iteration 42Q: 3 clusters Score -275059.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -275109.312500 Penalty: 4097.845215
	Iteration 43Q: 3 clusters Score -275109.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -275143.156250 Penalty: 4097.845215
	Iteration 44Q: 3 clusters Score -275143.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -275169.500000 Penalty: 4097.845215
	Iteration 45Q: 3 clusters Score -275169.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -275181.031250 Penalty: 4097.845215
	Iteration 46Q: 3 clusters Score -275181 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -275189.031250 Penalty: 4097.845215
	Iteration 47Q: 3 clusters Score -275189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -275195.250000 Penalty: 4097.845215
	Iteration 48Q: 3 clusters Score -275195.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -275201.375000 Penalty: 4097.845215
	Iteration 49Q: 3 clusters Score -275201.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -275207.531250 Penalty: 4097.845215
	Iteration 50Q: 3 clusters Score -275207.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -275212.968750 Penalty: 4097.845215
	Iteration 51Q: 3 clusters Score -275213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -275220.031250 Penalty: 4097.845215
	Iteration 52Q: 3 clusters Score -275220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -275229.156250 Penalty: 4097.845215
	Iteration 53Q: 3 clusters Score -275229.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -275239.187500 Penalty: 4097.845215
	Iteration 54Q: 3 clusters Score -275239.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -275247.250000 Penalty: 4097.845215
	Iteration 55Q: 3 clusters Score -275247.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -275254.781250 Penalty: 4097.845215
	Iteration 56Q: 3 clusters Score -275254.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -275264.218750 Penalty: 4097.845215
	Iteration 57Q: 3 clusters Score -275264.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -275272.250000 Penalty: 4097.845215
	Iteration 58Q: 3 clusters Score -275272.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -275276.125000 Penalty: 4097.845215
	Iteration 59Q: 3 clusters Score -275276.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -275281.437500 Penalty: 4097.845215
	Iteration 60F: 3 clusters Score -275281.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -275287.500000 Penalty: 4097.845215
	Iteration 61Q: 3 clusters Score -275287.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -275291.343750 Penalty: 4097.845215
	Iteration 62Q: 3 clusters Score -275291.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -275293.781250 Penalty: 4097.845215
	Iteration 63Q: 3 clusters Score -275293.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -275296.875000 Penalty: 4097.845215
	Iteration 64Q: 3 clusters Score -275296.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -275301.656250 Penalty: 4097.845215
	Iteration 65Q: 3 clusters Score -275301.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -275309.718750 Penalty: 4097.845215
	Iteration 66Q: 3 clusters Score -275309.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -275317.343750 Penalty: 4097.845215
	Iteration 67Q: 3 clusters Score -275317.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -275325.406250 Penalty: 4097.845215
	Iteration 68Q: 3 clusters Score -275325.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -275334.718750 Penalty: 4097.845215
	Iteration 69Q: 3 clusters Score -275334.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -275345.375000 Penalty: 4097.845215
	Iteration 70Q: 3 clusters Score -275345.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -275356.562500 Penalty: 4097.845215
	Iteration 71Q: 3 clusters Score -275356.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -275364.843750 Penalty: 4097.845215
	Iteration 72Q: 3 clusters Score -275364.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -275371.531250 Penalty: 4097.845215
	Iteration 73Q: 3 clusters Score -275371.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -275377.562500 Penalty: 4097.845215
	Iteration 74Q: 3 clusters Score -275377.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -275380.718750 Penalty: 4097.845215
	Iteration 75Q: 3 clusters Score -275380.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -275383.218750 Penalty: 4097.845215
	Iteration 76Q: 3 clusters Score -275383.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -275384.500000 Penalty: 4097.845215
	Iteration 77Q: 3 clusters Score -275384.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -275386.093750 Penalty: 4097.845215
	Iteration 78Q: 3 clusters Score -275386.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -275389.187500 Penalty: 4097.845215
	Iteration 79Q: 3 clusters Score -275389.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -275394.218750 Penalty: 4097.845215
	Iteration 80F: 3 clusters Score -275394.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -275404.312500 Penalty: 4097.845215
	Iteration 81Q: 3 clusters Score -275404.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -275409.406250 Penalty: 4097.845215
	Iteration 82Q: 3 clusters Score -275409.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -275417.593750 Penalty: 4097.845215
	Iteration 83Q: 3 clusters Score -275417.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -275423.687500 Penalty: 4097.845215
	Iteration 84Q: 3 clusters Score -275423.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -275427.312500 Penalty: 4097.845215
	Iteration 85Q: 3 clusters Score -275427.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -275428.937500 Penalty: 4097.845215
	Iteration 86Q: 3 clusters Score -275428.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -275430.593750 Penalty: 4097.845215
	Iteration 87Q: 3 clusters Score -275430.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -275431.468750 Penalty: 4097.845215
	Iteration 88Q: 3 clusters Score -275431.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -275432.593750 Penalty: 4097.845215
	Iteration 89Q: 3 clusters Score -275432.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -275436.875000 Penalty: 4097.845215
	Iteration 90Q: 3 clusters Score -275436.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -275444.906250 Penalty: 4097.845215
	Iteration 91Q: 3 clusters Score -275444.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -275456.906250 Penalty: 4097.845215
	Iteration 92Q: 3 clusters Score -275456.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -275465.562500 Penalty: 4097.845215
	Iteration 93Q: 3 clusters Score -275465.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -275475.406250 Penalty: 4097.845215
	Iteration 94Q: 3 clusters Score -275475.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -275485.062500 Penalty: 4097.845215
	Iteration 95Q: 3 clusters Score -275485.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -275495.968750 Penalty: 4097.845215
	Iteration 96Q: 3 clusters Score -275496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -275512.125000 Penalty: 4097.845215
	Iteration 97Q: 3 clusters Score -275512.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -275523.812500 Penalty: 4097.845215
	Iteration 98Q: 3 clusters Score -275523.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -275535.750000 Penalty: 4097.845215
	Iteration 99Q: 3 clusters Score -275535.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -275539.781250 Penalty: 4097.845215
	Iteration 100F: 3 clusters Score -275539.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -275542.750000 Penalty: 4097.845215
	Iteration 101Q: 3 clusters Score -275542.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -275544.562500 Penalty: 4097.845215
	Iteration 102Q: 3 clusters Score -275544.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -275546.468750 Penalty: 4097.845215
	Iteration 103Q: 3 clusters Score -275546.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -275548.156250 Penalty: 4097.845215
	Iteration 104Q: 3 clusters Score -275548.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -275549.968750 Penalty: 4097.845215
	Iteration 105Q: 3 clusters Score -275550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -275550.875000 Penalty: 4097.845215
	Iteration 106Q: 3 clusters Score -275550.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -275552.000000 Penalty: 4097.845215
	Iteration 107Q: 3 clusters Score -275552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -275551.687500 Penalty: 4097.845215
	Iteration 108Q: 3 clusters Score -275551.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -275552.750000 Penalty: 4097.845215
	Iteration 109Q: 3 clusters Score -275552.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -275552.750000 Penalty: 4097.845215
	Iteration 110F: 3 clusters Score -275552.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93155 members 
Mstep: Class 3 contains 244320 members 
Mstep: Class 4 contains 4055 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5273 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35883 members 
Mstep: Class 9 contains 175777 members 
Mstep: Class 10 contains 7030 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56884 members 
Mstep: Class 13 contains 5022 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 2847 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38175 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14544 members 
Mstep: Class 24 contains 48247 members 
Mstep: Class 25 contains 8944 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27555 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6627 members 
Mstep: Class 35 contains 116063 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132305 members 
Mstep: Class 38 contains 35124 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9675 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1039 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12848 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Mstep: Class 49 contains 1026 members 
Entering Unmasked Estep 
Score: -102315512.000000 Penalty: 172113.140625
Splitting cluster 15 changes total score from -102316528.000000 to -102315512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (2470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Entering Unmasked Estep 
Score: -163045.109375 Penalty: 1937.369385
	Iteration 0F: 2 clusters Score -163045.1 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 1218 members 
Entering Unmasked Estep 
Score: -160141.609375 Penalty: 3874.738770
	Iteration 0F: 3 clusters Score -160141.6 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -160748.906250 Penalty: 3874.738770
	Iteration 1F: 3 clusters Score -160748.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -160958.218750 Penalty: 3874.738770
	Iteration 2F: 3 clusters Score -160958.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -161111.750000 Penalty: 3874.738770
	Iteration 3F: 3 clusters Score -161111.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -161211.390625 Penalty: 3874.738770
	Iteration 4Q: 3 clusters Score -161211.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -161307.843750 Penalty: 3874.738770
	Iteration 5Q: 3 clusters Score -161307.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -161396.078125 Penalty: 3874.738770
	Iteration 6Q: 3 clusters Score -161396.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -161468.234375 Penalty: 3874.738770
	Iteration 7Q: 3 clusters Score -161468.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -161527.937500 Penalty: 3874.738770
	Iteration 8Q: 3 clusters Score -161527.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -161584.703125 Penalty: 3874.738770
	Iteration 9Q: 3 clusters Score -161584.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -161629.593750 Penalty: 3874.738770
	Iteration 10Q: 3 clusters Score -161629.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -161682.750000 Penalty: 3874.738770
	Iteration 11Q: 3 clusters Score -161682.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -161731.046875 Penalty: 3874.738770
	Iteration 12Q: 3 clusters Score -161731 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -161791.109375 Penalty: 3874.738770
	Iteration 13Q: 3 clusters Score -161791.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -161838.062500 Penalty: 3874.738770
	Iteration 14Q: 3 clusters Score -161838.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -161873.453125 Penalty: 3874.738770
	Iteration 15Q: 3 clusters Score -161873.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -161904.062500 Penalty: 3874.738770
	Iteration 16Q: 3 clusters Score -161904.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -161926.140625 Penalty: 3874.738770
	Iteration 17Q: 3 clusters Score -161926.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -161945.625000 Penalty: 3874.738770
	Iteration 18Q: 3 clusters Score -161945.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -161969.375000 Penalty: 3874.738770
	Iteration 19Q: 3 clusters Score -161969.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -161993.125000 Penalty: 3874.738770
	Iteration 20F: 3 clusters Score -161993.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -162011.250000 Penalty: 3874.738770
	Iteration 21Q: 3 clusters Score -162011.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -162026.281250 Penalty: 3874.738770
	Iteration 22Q: 3 clusters Score -162026.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -162037.031250 Penalty: 3874.738770
	Iteration 23Q: 3 clusters Score -162037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -162045.078125 Penalty: 3874.738770
	Iteration 24Q: 3 clusters Score -162045.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -162051.046875 Penalty: 3874.738770
	Iteration 25Q: 3 clusters Score -162051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -162056.703125 Penalty: 3874.738770
	Iteration 26Q: 3 clusters Score -162056.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -162061.687500 Penalty: 3874.738770
	Iteration 27Q: 3 clusters Score -162061.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -162070.484375 Penalty: 3874.738770
	Iteration 28Q: 3 clusters Score -162070.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -162072.937500 Penalty: 3874.738770
	Iteration 29Q: 3 clusters Score -162072.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -162073.312500 Penalty: 3874.738770
	Iteration 30Q: 3 clusters Score -162073.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -162073.312500 Penalty: 3874.738770
	Iteration 31F: 3 clusters Score -162073.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -544169.062500 Penalty: 2208.146240
	Iteration 0F: 2 clusters Score -544169.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -538121.937500 Penalty: 4416.292480
	Iteration 0F: 3 clusters Score -538121.9 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -539695.062500 Penalty: 4416.292480
	Iteration 1F: 3 clusters Score -539695.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -539950.687500 Penalty: 4416.292480
	Iteration 2F: 3 clusters Score -539950.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -540158.250000 Penalty: 4416.292480
	Iteration 3F: 3 clusters Score -540158.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -540360.062500 Penalty: 4416.292480
	Iteration 4Q: 3 clusters Score -540360.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -540568.687500 Penalty: 4416.292480
	Iteration 5Q: 3 clusters Score -540568.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -540806.937500 Penalty: 4416.292480
	Iteration 6Q: 3 clusters Score -540806.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -541138.375000 Penalty: 4416.292480
	Iteration 7F: 3 clusters Score -541138.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -541519.125000 Penalty: 4416.292480
	Iteration 8F: 3 clusters Score -541519.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -542008.500000 Penalty: 4416.292480
	Iteration 9F: 3 clusters Score -542008.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -542604.562500 Penalty: 4416.292480
	Iteration 10F: 3 clusters Score -542604.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -543170.187500 Penalty: 4416.292480
	Iteration 11F: 3 clusters Score -543170.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -543464.875000 Penalty: 4416.292480
	Iteration 12Q: 3 clusters Score -543464.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -543603.687500 Penalty: 4416.292480
	Iteration 13Q: 3 clusters Score -543603.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -543698.250000 Penalty: 4416.292480
	Iteration 14Q: 3 clusters Score -543698.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -543789.250000 Penalty: 4416.292480
	Iteration 15Q: 3 clusters Score -543789.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -543841.937500 Penalty: 4416.292480
	Iteration 16Q: 3 clusters Score -543841.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -543868.625000 Penalty: 4416.292480
	Iteration 17Q: 3 clusters Score -543868.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -543882.875000 Penalty: 4416.292480
	Iteration 18Q: 3 clusters Score -543882.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -543893.937500 Penalty: 4416.292480
	Iteration 19Q: 3 clusters Score -543893.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -543897.937500 Penalty: 4416.292480
	Iteration 20F: 3 clusters Score -543897.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -543899.750000 Penalty: 4416.292480
	Iteration 21Q: 3 clusters Score -543899.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -543901.437500 Penalty: 4416.292480
	Iteration 22Q: 3 clusters Score -543901.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -543901.250000 Penalty: 4416.292480
	Iteration 23Q: 3 clusters Score -543901.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -543901.062500 Penalty: 4416.292480
	Iteration 24Q: 3 clusters Score -543901.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -543901.312500 Penalty: 4416.292480
	Iteration 25Q: 3 clusters Score -543901.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -543901.312500 Penalty: 4416.292480
	Iteration 26F: 3 clusters Score -543901.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (206684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206684 members 
Entering Unmasked Estep 
Score: -15462673.000000 Penalty: 3035.258545
	Iteration 0F: 2 clusters Score -1.546267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103364 members 
Mstep: Class 2 contains 103320 members 
Entering Unmasked Estep 
Score: -15324110.000000 Penalty: 6070.517090
	Iteration 0F: 3 clusters Score -1.532411e+07 nChanged 99549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104803 members 
Mstep: Class 2 contains 101881 members 
Entering Unmasked Estep 
Score: -15381996.000000 Penalty: 6070.517090
	Iteration 1F: 3 clusters Score -1.5382e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105697 members 
Mstep: Class 2 contains 100987 members 
Entering Unmasked Estep 
Score: -15383224.000000 Penalty: 6070.517090
	Iteration 2Q: 3 clusters Score -1.538322e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107208 members 
Mstep: Class 2 contains 99476 members 
Entering Unmasked Estep 
Score: -15384762.000000 Penalty: 6070.517090
	Iteration 3Q: 3 clusters Score -1.538476e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109616 members 
Mstep: Class 2 contains 97068 members 
Entering Unmasked Estep 
Score: -15386807.000000 Penalty: 6070.517090
	Iteration 4Q: 3 clusters Score -1.538681e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113131 members 
Mstep: Class 2 contains 93553 members 
Entering Unmasked Estep 
Score: -15389617.000000 Penalty: 6070.517090
	Iteration 5Q: 3 clusters Score -1.538962e+07 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118176 members 
Mstep: Class 2 contains 88508 members 
Entering Unmasked Estep 
Score: -15393689.000000 Penalty: 6070.517090
	Iteration 6Q: 3 clusters Score -1.539369e+07 nChanged 11377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124999 members 
Mstep: Class 2 contains 81685 members 
Entering Unmasked Estep 
Score: -15399149.000000 Penalty: 6070.517090
	Iteration 7F: 3 clusters Score -1.539915e+07 nChanged 12430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133569 members 
Mstep: Class 2 contains 73115 members 
Entering Unmasked Estep 
Score: -15405393.000000 Penalty: 6070.517090
	Iteration 8F: 3 clusters Score -1.540539e+07 nChanged 12743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143542 members 
Mstep: Class 2 contains 63142 members 
Entering Unmasked Estep 
Score: -15412365.000000 Penalty: 6070.517090
	Iteration 9F: 3 clusters Score -1.541236e+07 nChanged 12263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154393 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -15419586.000000 Penalty: 6070.517090
	Iteration 10F: 3 clusters Score -1.541959e+07 nChanged 11939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165848 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -15427216.000000 Penalty: 6070.517090
	Iteration 11F: 3 clusters Score -1.542722e+07 nChanged 11215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177011 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -15435058.000000 Penalty: 6070.517090
	Iteration 12F: 3 clusters Score -1.543506e+07 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187295 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -15442975.000000 Penalty: 6070.517090
	Iteration 13Q: 3 clusters Score -1.544298e+07 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195779 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -15450294.000000 Penalty: 6070.517090
	Iteration 14Q: 3 clusters Score -1.545029e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201558 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -15455609.000000 Penalty: 6070.517090
	Iteration 15Q: 3 clusters Score -1.545561e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204559 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -15458282.000000 Penalty: 6070.517090
	Iteration 16Q: 3 clusters Score -1.545828e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205662 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -15459283.000000 Penalty: 6070.517090
	Iteration 17Q: 3 clusters Score -1.545928e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206042 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -15459634.000000 Penalty: 6070.517090
	Iteration 18Q: 3 clusters Score -1.545963e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206179 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -15459775.000000 Penalty: 6070.517090
	Iteration 19Q: 3 clusters Score -1.545978e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206237 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -15459877.000000 Penalty: 6070.517090
	Iteration 20F: 3 clusters Score -1.545988e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206277 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -15459975.000000 Penalty: 6070.517090
	Iteration 21Q: 3 clusters Score -1.545998e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206295 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -15460010.000000 Penalty: 6070.517090
	Iteration 22Q: 3 clusters Score -1.546001e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206304 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -15460056.000000 Penalty: 6070.517090
	Iteration 23Q: 3 clusters Score -1.546006e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206310 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -15460086.000000 Penalty: 6070.517090
	Iteration 24Q: 3 clusters Score -1.546009e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206314 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -15460106.000000 Penalty: 6070.517090
	Iteration 25Q: 3 clusters Score -1.546011e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206320 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -15460110.000000 Penalty: 6070.517090
	Iteration 26Q: 3 clusters Score -1.546011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206324 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -15460120.000000 Penalty: 6070.517090
	Iteration 27Q: 3 clusters Score -1.546012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206330 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -15460134.000000 Penalty: 6070.517090
	Iteration 28Q: 3 clusters Score -1.546013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206330 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -15460148.000000 Penalty: 6070.517090
	Iteration 29Q: 3 clusters Score -1.546015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206329 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -15460141.000000 Penalty: 6070.517090
	Iteration 30Q: 3 clusters Score -1.546014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206330 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -15460143.000000 Penalty: 6070.517090
	Iteration 31Q: 3 clusters Score -1.546014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206327 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -15460151.000000 Penalty: 6070.517090
	Iteration 32Q: 3 clusters Score -1.546015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206328 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -15460144.000000 Penalty: 6070.517090
	Iteration 33Q: 3 clusters Score -1.546014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206327 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -15460148.000000 Penalty: 6070.517090
	Iteration 34Q: 3 clusters Score -1.546015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206325 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -15460147.000000 Penalty: 6070.517090
	Iteration 35Q: 3 clusters Score -1.546015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206324 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -15460146.000000 Penalty: 6070.517090
	Iteration 36Q: 3 clusters Score -1.546015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206325 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -15460149.000000 Penalty: 6070.517090
	Iteration 37Q: 3 clusters Score -1.546015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206325 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -15460149.000000 Penalty: 6070.517090
	Iteration 38F: 3 clusters Score -1.546015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Entering Unmasked Estep 
Score: -816782.312500 Penalty: 2309.732666
	Iteration 0F: 2 clusters Score -816782.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -808486.812500 Penalty: 4619.465332
	Iteration 0F: 3 clusters Score -808486.8 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -811135.812500 Penalty: 4619.465332
	Iteration 1F: 3 clusters Score -811135.8 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -811530.250000 Penalty: 4619.465332
	Iteration 2F: 3 clusters Score -811530.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -811852.437500 Penalty: 4619.465332
	Iteration 3F: 3 clusters Score -811852.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -812178.500000 Penalty: 4619.465332
	Iteration 4F: 3 clusters Score -812178.5 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -812520.812500 Penalty: 4619.465332
	Iteration 5Q: 3 clusters Score -812520.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -812862.500000 Penalty: 4619.465332
	Iteration 6Q: 3 clusters Score -812862.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -813184.062500 Penalty: 4619.465332
	Iteration 7Q: 3 clusters Score -813184.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -813467.312500 Penalty: 4619.465332
	Iteration 8Q: 3 clusters Score -813467.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -813705.875000 Penalty: 4619.465332
	Iteration 9Q: 3 clusters Score -813705.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -813918.625000 Penalty: 4619.465332
	Iteration 10Q: 3 clusters Score -813918.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -814102.500000 Penalty: 4619.465332
	Iteration 11Q: 3 clusters Score -814102.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -814267.000000 Penalty: 4619.465332
	Iteration 12Q: 3 clusters Score -814267 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -814436.437500 Penalty: 4619.465332
	Iteration 13Q: 3 clusters Score -814436.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -814582.437500 Penalty: 4619.465332
	Iteration 14Q: 3 clusters Score -814582.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -814717.062500 Penalty: 4619.465332
	Iteration 15Q: 3 clusters Score -814717.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -814830.687500 Penalty: 4619.465332
	Iteration 16Q: 3 clusters Score -814830.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -814910.875000 Penalty: 4619.465332
	Iteration 17Q: 3 clusters Score -814910.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -814955.250000 Penalty: 4619.465332
	Iteration 18Q: 3 clusters Score -814955.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -814983.875000 Penalty: 4619.465332
	Iteration 19Q: 3 clusters Score -814983.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -815007.000000 Penalty: 4619.465332
	Iteration 20F: 3 clusters Score -815007 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -815034.812500 Penalty: 4619.465332
	Iteration 21Q: 3 clusters Score -815034.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -815060.312500 Penalty: 4619.465332
	Iteration 22Q: 3 clusters Score -815060.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -815077.000000 Penalty: 4619.465332
	Iteration 23Q: 3 clusters Score -815077 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -815089.625000 Penalty: 4619.465332
	Iteration 24Q: 3 clusters Score -815089.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -815108.875000 Penalty: 4619.465332
	Iteration 25Q: 3 clusters Score -815108.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -815123.812500 Penalty: 4619.465332
	Iteration 26Q: 3 clusters Score -815123.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -815132.437500 Penalty: 4619.465332
	Iteration 27Q: 3 clusters Score -815132.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -815141.062500 Penalty: 4619.465332
	Iteration 28Q: 3 clusters Score -815141.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -815142.750000 Penalty: 4619.465332
	Iteration 29Q: 3 clusters Score -815142.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -815146.250000 Penalty: 4619.465332
	Iteration 30Q: 3 clusters Score -815146.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -815148.875000 Penalty: 4619.465332
	Iteration 31Q: 3 clusters Score -815148.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -815148.937500 Penalty: 4619.465332
	Iteration 32Q: 3 clusters Score -815148.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -815149.312500 Penalty: 4619.465332
	Iteration 33Q: 3 clusters Score -815149.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -815151.062500 Penalty: 4619.465332
	Iteration 34Q: 3 clusters Score -815151.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -815151.687500 Penalty: 4619.465332
	Iteration 35Q: 3 clusters Score -815151.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -815153.187500 Penalty: 4619.465332
	Iteration 36Q: 3 clusters Score -815153.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -815153.375000 Penalty: 4619.465332
	Iteration 37Q: 3 clusters Score -815153.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -815156.500000 Penalty: 4619.465332
	Iteration 38Q: 3 clusters Score -815156.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -815159.437500 Penalty: 4619.465332
	Iteration 39Q: 3 clusters Score -815159.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -815161.500000 Penalty: 4619.465332
	Iteration 40F: 3 clusters Score -815161.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -815163.437500 Penalty: 4619.465332
	Iteration 41Q: 3 clusters Score -815163.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -815160.625000 Penalty: 4619.465332
	Iteration 42Q: 3 clusters Score -815160.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -815161.687500 Penalty: 4619.465332
	Iteration 43Q: 3 clusters Score -815161.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -815161.062500 Penalty: 4619.465332
	Iteration 44Q: 3 clusters Score -815161.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -815162.187500 Penalty: 4619.465332
	Iteration 45Q: 3 clusters Score -815162.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -815161.875000 Penalty: 4619.465332
	Iteration 46Q: 3 clusters Score -815161.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -815161.875000 Penalty: 4619.465332
	Iteration 47Q: 3 clusters Score -815161.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -815162.625000 Penalty: 4619.465332
	Iteration 48Q: 3 clusters Score -815162.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -815162.312500 Penalty: 4619.465332
	Iteration 49Q: 3 clusters Score -815162.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -815162.437500 Penalty: 4619.465332
	Iteration 50Q: 3 clusters Score -815162.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -815162.187500 Penalty: 4619.465332
	Iteration 51Q: 3 clusters Score -815162.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -815162.312500 Penalty: 4619.465332
	Iteration 52Q: 3 clusters Score -815162.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -815162.312500 Penalty: 4619.465332
	Iteration 53F: 3 clusters Score -815162.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -65688.429688 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -65688.43 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 496 members 
Entering Unmasked Estep 
Score: -63781.429688 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -63781.43 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -64048.867188 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -64048.87 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -64129.500000 Penalty: 3412.160645
	Iteration 2F: 3 clusters Score -64129.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -64177.460938 Penalty: 3412.160645
	Iteration 3Q: 3 clusters Score -64177.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -64197.917969 Penalty: 3412.160645
	Iteration 4Q: 3 clusters Score -64197.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -64209.968750 Penalty: 3412.160645
	Iteration 5Q: 3 clusters Score -64209.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -64215.945312 Penalty: 3412.160645
	Iteration 6Q: 3 clusters Score -64215.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -64218.070312 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -64218.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -64219.984375 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -64219.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -64220.570312 Penalty: 3412.160645
	Iteration 9Q: 3 clusters Score -64220.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -64220.570312 Penalty: 3412.160645
	Iteration 10F: 3 clusters Score -64220.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Entering Unmasked Estep 
Score: -2859077.000000 Penalty: 2616.384277
	Iteration 0F: 2 clusters Score -2859077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2833028.500000 Penalty: 5232.768555
	Iteration 0F: 3 clusters Score -2833028 nChanged 17530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2842752.500000 Penalty: 5232.768555
	Iteration 1F: 3 clusters Score -2842752 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2843294.500000 Penalty: 5232.768555
	Iteration 2Q: 3 clusters Score -2843294 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2843965.250000 Penalty: 5232.768555
	Iteration 3Q: 3 clusters Score -2843965 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2844853.500000 Penalty: 5232.768555
	Iteration 4Q: 3 clusters Score -2844854 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2845994.500000 Penalty: 5232.768555
	Iteration 5Q: 3 clusters Score -2845994 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2847364.000000 Penalty: 5232.768555
	Iteration 6F: 3 clusters Score -2847364 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2848828.500000 Penalty: 5232.768555
	Iteration 7F: 3 clusters Score -2848828 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2850133.250000 Penalty: 5232.768555
	Iteration 8F: 3 clusters Score -2850133 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2851249.000000 Penalty: 5232.768555
	Iteration 9Q: 3 clusters Score -2851249 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2852137.250000 Penalty: 5232.768555
	Iteration 10Q: 3 clusters Score -2852137 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2852807.000000 Penalty: 5232.768555
	Iteration 11Q: 3 clusters Score -2852807 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2853266.000000 Penalty: 5232.768555
	Iteration 12Q: 3 clusters Score -2853266 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2853577.750000 Penalty: 5232.768555
	Iteration 13Q: 3 clusters Score -2853578 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2853815.250000 Penalty: 5232.768555
	Iteration 14Q: 3 clusters Score -2853815 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2854022.500000 Penalty: 5232.768555
	Iteration 15Q: 3 clusters Score -2854022 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2854193.000000 Penalty: 5232.768555
	Iteration 16Q: 3 clusters Score -2854193 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2854377.750000 Penalty: 5232.768555
	Iteration 17Q: 3 clusters Score -2854378 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2854551.250000 Penalty: 5232.768555
	Iteration 18Q: 3 clusters Score -2854551 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2854705.000000 Penalty: 5232.768555
	Iteration 19Q: 3 clusters Score -2854705 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2854891.000000 Penalty: 5232.768555
	Iteration 20F: 3 clusters Score -2854891 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2855059.500000 Penalty: 5232.768555
	Iteration 21Q: 3 clusters Score -2855060 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2855231.750000 Penalty: 5232.768555
	Iteration 22Q: 3 clusters Score -2855232 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2855415.500000 Penalty: 5232.768555
	Iteration 23Q: 3 clusters Score -2855416 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2855610.000000 Penalty: 5232.768555
	Iteration 24Q: 3 clusters Score -2855610 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2855759.500000 Penalty: 5232.768555
	Iteration 25Q: 3 clusters Score -2855760 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2855899.500000 Penalty: 5232.768555
	Iteration 26Q: 3 clusters Score -2855900 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2856044.250000 Penalty: 5232.768555
	Iteration 27Q: 3 clusters Score -2856044 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2856159.750000 Penalty: 5232.768555
	Iteration 28Q: 3 clusters Score -2856160 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2856276.750000 Penalty: 5232.768555
	Iteration 29Q: 3 clusters Score -2856277 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2856391.000000 Penalty: 5232.768555
	Iteration 30Q: 3 clusters Score -2856391 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2856471.500000 Penalty: 5232.768555
	Iteration 31Q: 3 clusters Score -2856472 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2856552.250000 Penalty: 5232.768555
	Iteration 32Q: 3 clusters Score -2856552 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2856614.500000 Penalty: 5232.768555
	Iteration 33Q: 3 clusters Score -2856614 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2856657.750000 Penalty: 5232.768555
	Iteration 34Q: 3 clusters Score -2856658 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2856697.250000 Penalty: 5232.768555
	Iteration 35Q: 3 clusters Score -2856697 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2856729.500000 Penalty: 5232.768555
	Iteration 36Q: 3 clusters Score -2856730 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2856746.500000 Penalty: 5232.768555
	Iteration 37Q: 3 clusters Score -2856746 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2856775.500000 Penalty: 5232.768555
	Iteration 38Q: 3 clusters Score -2856776 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2856796.250000 Penalty: 5232.768555
	Iteration 39Q: 3 clusters Score -2856796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2856799.750000 Penalty: 5232.768555
	Iteration 40F: 3 clusters Score -2856800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2856821.000000 Penalty: 5232.768555
	Iteration 41Q: 3 clusters Score -2856821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2856828.750000 Penalty: 5232.768555
	Iteration 42Q: 3 clusters Score -2856829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2856845.500000 Penalty: 5232.768555
	Iteration 43Q: 3 clusters Score -2856846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2856853.500000 Penalty: 5232.768555
	Iteration 44Q: 3 clusters Score -2856854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2856866.500000 Penalty: 5232.768555
	Iteration 45Q: 3 clusters Score -2856866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2856869.750000 Penalty: 5232.768555
	Iteration 46Q: 3 clusters Score -2856870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2856876.500000 Penalty: 5232.768555
	Iteration 47Q: 3 clusters Score -2856876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2856877.500000 Penalty: 5232.768555
	Iteration 48Q: 3 clusters Score -2856878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2856880.250000 Penalty: 5232.768555
	Iteration 49Q: 3 clusters Score -2856880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2856881.250000 Penalty: 5232.768555
	Iteration 50Q: 3 clusters Score -2856881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2856892.750000 Penalty: 5232.768555
	Iteration 51Q: 3 clusters Score -2856893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2856898.000000 Penalty: 5232.768555
	Iteration 52Q: 3 clusters Score -2856898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2856898.750000 Penalty: 5232.768555
	Iteration 53Q: 3 clusters Score -2856899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2856902.500000 Penalty: 5232.768555
	Iteration 54Q: 3 clusters Score -2856902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2856900.000000 Penalty: 5232.768555
	Iteration 55Q: 3 clusters Score -2856900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2856901.250000 Penalty: 5232.768555
	Iteration 56Q: 3 clusters Score -2856901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2856900.500000 Penalty: 5232.768555
	Iteration 57Q: 3 clusters Score -2856900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2856900.500000 Penalty: 5232.768555
	Iteration 58Q: 3 clusters Score -2856900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2856897.750000 Penalty: 5232.768555
	Iteration 59Q: 3 clusters Score -2856898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2856896.500000 Penalty: 5232.768555
	Iteration 60F: 3 clusters Score -2856896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2856897.750000 Penalty: 5232.768555
	Iteration 61Q: 3 clusters Score -2856898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2856897.500000 Penalty: 5232.768555
	Iteration 62Q: 3 clusters Score -2856898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2856897.500000 Penalty: 5232.768555
	Iteration 63F: 3 clusters Score -2856898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Entering Unmasked Estep 
Score: -750177.562500 Penalty: 2291.855713
	Iteration 0F: 2 clusters Score -750177.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -742315.375000 Penalty: 4583.711426
	Iteration 0F: 3 clusters Score -742315.4 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -744521.437500 Penalty: 4583.711426
	Iteration 1F: 3 clusters Score -744521.4 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -744845.812500 Penalty: 4583.711426
	Iteration 2F: 3 clusters Score -744845.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -745113.187500 Penalty: 4583.711426
	Iteration 3F: 3 clusters Score -745113.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -745371.625000 Penalty: 4583.711426
	Iteration 4Q: 3 clusters Score -745371.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -745605.312500 Penalty: 4583.711426
	Iteration 5Q: 3 clusters Score -745605.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -745843.375000 Penalty: 4583.711426
	Iteration 6Q: 3 clusters Score -745843.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -746092.500000 Penalty: 4583.711426
	Iteration 7Q: 3 clusters Score -746092.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -746312.875000 Penalty: 4583.711426
	Iteration 8Q: 3 clusters Score -746312.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -746541.062500 Penalty: 4583.711426
	Iteration 9Q: 3 clusters Score -746541.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -746754.375000 Penalty: 4583.711426
	Iteration 10Q: 3 clusters Score -746754.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -746936.375000 Penalty: 4583.711426
	Iteration 11Q: 3 clusters Score -746936.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -747095.125000 Penalty: 4583.711426
	Iteration 12Q: 3 clusters Score -747095.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -747228.625000 Penalty: 4583.711426
	Iteration 13Q: 3 clusters Score -747228.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -747337.312500 Penalty: 4583.711426
	Iteration 14Q: 3 clusters Score -747337.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -747416.562500 Penalty: 4583.711426
	Iteration 15Q: 3 clusters Score -747416.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -747497.125000 Penalty: 4583.711426
	Iteration 16Q: 3 clusters Score -747497.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -747563.875000 Penalty: 4583.711426
	Iteration 17Q: 3 clusters Score -747563.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -747636.187500 Penalty: 4583.711426
	Iteration 18Q: 3 clusters Score -747636.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -747698.812500 Penalty: 4583.711426
	Iteration 19Q: 3 clusters Score -747698.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -747752.187500 Penalty: 4583.711426
	Iteration 20F: 3 clusters Score -747752.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -747810.500000 Penalty: 4583.711426
	Iteration 21Q: 3 clusters Score -747810.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -747858.437500 Penalty: 4583.711426
	Iteration 22Q: 3 clusters Score -747858.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -747897.312500 Penalty: 4583.711426
	Iteration 23Q: 3 clusters Score -747897.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -747941.062500 Penalty: 4583.711426
	Iteration 24Q: 3 clusters Score -747941.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -747989.437500 Penalty: 4583.711426
	Iteration 25Q: 3 clusters Score -747989.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -748036.250000 Penalty: 4583.711426
	Iteration 26Q: 3 clusters Score -748036.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -748072.812500 Penalty: 4583.711426
	Iteration 27Q: 3 clusters Score -748072.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -748104.250000 Penalty: 4583.711426
	Iteration 28Q: 3 clusters Score -748104.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -748136.000000 Penalty: 4583.711426
	Iteration 29Q: 3 clusters Score -748136 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -748171.750000 Penalty: 4583.711426
	Iteration 30Q: 3 clusters Score -748171.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -748205.187500 Penalty: 4583.711426
	Iteration 31Q: 3 clusters Score -748205.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -748231.937500 Penalty: 4583.711426
	Iteration 32Q: 3 clusters Score -748231.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -748256.562500 Penalty: 4583.711426
	Iteration 33Q: 3 clusters Score -748256.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -748276.375000 Penalty: 4583.711426
	Iteration 34Q: 3 clusters Score -748276.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -748286.687500 Penalty: 4583.711426
	Iteration 35Q: 3 clusters Score -748286.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -748302.125000 Penalty: 4583.711426
	Iteration 36Q: 3 clusters Score -748302.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -748310.312500 Penalty: 4583.711426
	Iteration 37Q: 3 clusters Score -748310.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -748319.500000 Penalty: 4583.711426
	Iteration 38Q: 3 clusters Score -748319.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -748325.250000 Penalty: 4583.711426
	Iteration 39Q: 3 clusters Score -748325.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -748329.437500 Penalty: 4583.711426
	Iteration 40F: 3 clusters Score -748329.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -748334.812500 Penalty: 4583.711426
	Iteration 41Q: 3 clusters Score -748334.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -748339.375000 Penalty: 4583.711426
	Iteration 42Q: 3 clusters Score -748339.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -748339.875000 Penalty: 4583.711426
	Iteration 43Q: 3 clusters Score -748339.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -748340.000000 Penalty: 4583.711426
	Iteration 44Q: 3 clusters Score -748340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -748340.250000 Penalty: 4583.711426
	Iteration 45Q: 3 clusters Score -748340.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -748340.312500 Penalty: 4583.711426
	Iteration 46Q: 3 clusters Score -748340.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -748340.500000 Penalty: 4583.711426
	Iteration 47Q: 3 clusters Score -748340.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -748343.125000 Penalty: 4583.711426
	Iteration 48Q: 3 clusters Score -748343.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -748343.812500 Penalty: 4583.711426
	Iteration 49Q: 3 clusters Score -748343.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -748344.562500 Penalty: 4583.711426
	Iteration 50Q: 3 clusters Score -748344.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -748344.062500 Penalty: 4583.711426
	Iteration 51Q: 3 clusters Score -748344.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -748344.500000 Penalty: 4583.711426
	Iteration 52Q: 3 clusters Score -748344.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -748346.125000 Penalty: 4583.711426
	Iteration 53Q: 3 clusters Score -748346.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -748346.937500 Penalty: 4583.711426
	Iteration 54Q: 3 clusters Score -748346.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -748346.750000 Penalty: 4583.711426
	Iteration 55Q: 3 clusters Score -748346.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -748345.937500 Penalty: 4583.711426
	Iteration 56Q: 3 clusters Score -748345.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -748345.937500 Penalty: 4583.711426
	Iteration 57F: 3 clusters Score -748345.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Entering Unmasked Estep 
Score: -1081639.250000 Penalty: 2377.063721
	Iteration 0F: 2 clusters Score -1081639 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 7362 members 
Entering Unmasked Estep 
Score: -1071084.000000 Penalty: 4754.127441
	Iteration 0F: 3 clusters Score -1071084 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1074689.000000 Penalty: 4754.127441
	Iteration 1F: 3 clusters Score -1074689 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1075410.125000 Penalty: 4754.127441
	Iteration 2F: 3 clusters Score -1075410 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1076245.250000 Penalty: 4754.127441
	Iteration 3F: 3 clusters Score -1076245 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1077042.125000 Penalty: 4754.127441
	Iteration 4F: 3 clusters Score -1077042 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1077750.375000 Penalty: 4754.127441
	Iteration 5F: 3 clusters Score -1077750 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1078321.875000 Penalty: 4754.127441
	Iteration 6F: 3 clusters Score -1078322 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1078838.250000 Penalty: 4754.127441
	Iteration 7Q: 3 clusters Score -1078838 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1079332.500000 Penalty: 4754.127441
	Iteration 8Q: 3 clusters Score -1079332 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1079763.750000 Penalty: 4754.127441
	Iteration 9Q: 3 clusters Score -1079764 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1080077.125000 Penalty: 4754.127441
	Iteration 10Q: 3 clusters Score -1080077 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1080286.125000 Penalty: 4754.127441
	Iteration 11Q: 3 clusters Score -1080286 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1080416.250000 Penalty: 4754.127441
	Iteration 12Q: 3 clusters Score -1080416 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1080498.000000 Penalty: 4754.127441
	Iteration 13Q: 3 clusters Score -1080498 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1080545.000000 Penalty: 4754.127441
	Iteration 14Q: 3 clusters Score -1080545 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1080575.625000 Penalty: 4754.127441
	Iteration 15Q: 3 clusters Score -1080576 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1080602.000000 Penalty: 4754.127441
	Iteration 16Q: 3 clusters Score -1080602 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1080620.250000 Penalty: 4754.127441
	Iteration 17Q: 3 clusters Score -1080620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1080634.625000 Penalty: 4754.127441
	Iteration 18Q: 3 clusters Score -1080635 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1080649.750000 Penalty: 4754.127441
	Iteration 19Q: 3 clusters Score -1080650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1080660.375000 Penalty: 4754.127441
	Iteration 20F: 3 clusters Score -1080660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1080665.375000 Penalty: 4754.127441
	Iteration 21Q: 3 clusters Score -1080665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1080676.250000 Penalty: 4754.127441
	Iteration 22Q: 3 clusters Score -1080676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1080683.500000 Penalty: 4754.127441
	Iteration 23Q: 3 clusters Score -1080684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1080694.875000 Penalty: 4754.127441
	Iteration 24Q: 3 clusters Score -1080695 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1080707.000000 Penalty: 4754.127441
	Iteration 25Q: 3 clusters Score -1080707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1080718.375000 Penalty: 4754.127441
	Iteration 26Q: 3 clusters Score -1080718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1080732.250000 Penalty: 4754.127441
	Iteration 27Q: 3 clusters Score -1080732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1080747.250000 Penalty: 4754.127441
	Iteration 28Q: 3 clusters Score -1080747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1080759.125000 Penalty: 4754.127441
	Iteration 29Q: 3 clusters Score -1080759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1080773.375000 Penalty: 4754.127441
	Iteration 30Q: 3 clusters Score -1080773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1080782.250000 Penalty: 4754.127441
	Iteration 31Q: 3 clusters Score -1080782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1080783.000000 Penalty: 4754.127441
	Iteration 32Q: 3 clusters Score -1080783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1080792.625000 Penalty: 4754.127441
	Iteration 33Q: 3 clusters Score -1080793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1080804.500000 Penalty: 4754.127441
	Iteration 34Q: 3 clusters Score -1080804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1080832.875000 Penalty: 4754.127441
	Iteration 35Q: 3 clusters Score -1080833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1080855.000000 Penalty: 4754.127441
	Iteration 36Q: 3 clusters Score -1080855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1080873.375000 Penalty: 4754.127441
	Iteration 37Q: 3 clusters Score -1080873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1080881.875000 Penalty: 4754.127441
	Iteration 38Q: 3 clusters Score -1080882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1080891.625000 Penalty: 4754.127441
	Iteration 39Q: 3 clusters Score -1080892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1080900.625000 Penalty: 4754.127441
	Iteration 40F: 3 clusters Score -1080901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1080901.000000 Penalty: 4754.127441
	Iteration 41Q: 3 clusters Score -1080901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1080903.375000 Penalty: 4754.127441
	Iteration 42Q: 3 clusters Score -1080903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1080906.375000 Penalty: 4754.127441
	Iteration 43Q: 3 clusters Score -1080906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1080906.625000 Penalty: 4754.127441
	Iteration 44Q: 3 clusters Score -1080907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1080906.625000 Penalty: 4754.127441
	Iteration 45F: 3 clusters Score -1080907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (48247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Entering Unmasked Estep 
Score: -3666215.250000 Penalty: 2674.454102
	Iteration 0F: 2 clusters Score -3666215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -3633635.500000 Penalty: 5348.908203
	Iteration 0F: 3 clusters Score -3633636 nChanged 22216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -3645724.500000 Penalty: 5348.908203
	Iteration 1F: 3 clusters Score -3645724 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -3646229.250000 Penalty: 5348.908203
	Iteration 2Q: 3 clusters Score -3646229 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -3646727.500000 Penalty: 5348.908203
	Iteration 3Q: 3 clusters Score -3646728 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -3647168.750000 Penalty: 5348.908203
	Iteration 4Q: 3 clusters Score -3647169 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -3647717.000000 Penalty: 5348.908203
	Iteration 5Q: 3 clusters Score -3647717 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -3648451.250000 Penalty: 5348.908203
	Iteration 6Q: 3 clusters Score -3648451 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -3649627.000000 Penalty: 5348.908203
	Iteration 7Q: 3 clusters Score -3649627 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -3651675.750000 Penalty: 5348.908203
	Iteration 8F: 3 clusters Score -3651676 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -3654601.250000 Penalty: 5348.908203
	Iteration 9F: 3 clusters Score -3654601 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -3657817.000000 Penalty: 5348.908203
	Iteration 10F: 3 clusters Score -3657817 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -3660424.000000 Penalty: 5348.908203
	Iteration 11F: 3 clusters Score -3660424 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -3662148.500000 Penalty: 5348.908203
	Iteration 12Q: 3 clusters Score -3662148 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -3663125.500000 Penalty: 5348.908203
	Iteration 13Q: 3 clusters Score -3663126 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -3663611.250000 Penalty: 5348.908203
	Iteration 14Q: 3 clusters Score -3663611 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -3663883.250000 Penalty: 5348.908203
	Iteration 15Q: 3 clusters Score -3663883 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -3664037.500000 Penalty: 5348.908203
	Iteration 16Q: 3 clusters Score -3664038 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -3664124.750000 Penalty: 5348.908203
	Iteration 17Q: 3 clusters Score -3664125 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -3664200.000000 Penalty: 5348.908203
	Iteration 18Q: 3 clusters Score -3664200 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 46996 members 
Entering Unmasked Estep 
Score: -3664248.250000 Penalty: 5348.908203
	Iteration 19Q: 3 clusters Score -3664248 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -3664264.750000 Penalty: 5348.908203
	Iteration 20F: 3 clusters Score -3664265 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -3664282.500000 Penalty: 5348.908203
	Iteration 21Q: 3 clusters Score -3664282 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -3664290.750000 Penalty: 5348.908203
	Iteration 22Q: 3 clusters Score -3664291 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -3664315.000000 Penalty: 5348.908203
	Iteration 23Q: 3 clusters Score -3664315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -3664323.250000 Penalty: 5348.908203
	Iteration 24Q: 3 clusters Score -3664323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -3664327.250000 Penalty: 5348.908203
	Iteration 25Q: 3 clusters Score -3664327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -3664330.750000 Penalty: 5348.908203
	Iteration 26Q: 3 clusters Score -3664331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -3664347.750000 Penalty: 5348.908203
	Iteration 27Q: 3 clusters Score -3664348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -3664350.000000 Penalty: 5348.908203
	Iteration 28Q: 3 clusters Score -3664350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -3664354.500000 Penalty: 5348.908203
	Iteration 29Q: 3 clusters Score -3664354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -3664351.000000 Penalty: 5348.908203
	Iteration 30Q: 3 clusters Score -3664351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -3664351.500000 Penalty: 5348.908203
	Iteration 31Q: 3 clusters Score -3664352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -3664350.750000 Penalty: 5348.908203
	Iteration 32Q: 3 clusters Score -3664351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -3664353.500000 Penalty: 5348.908203
	Iteration 33Q: 3 clusters Score -3664354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -3664353.500000 Penalty: 5348.908203
	Iteration 34Q: 3 clusters Score -3664354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -3664353.500000 Penalty: 5348.908203
	Iteration 35Q: 3 clusters Score -3664354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -3664353.500000 Penalty: 5348.908203
	Iteration 36F: 3 clusters Score -3664354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Entering Unmasked Estep 
Score: -653968.062500 Penalty: 2256.487061
	Iteration 0F: 2 clusters Score -653968.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -646975.000000 Penalty: 4512.974121
	Iteration 0F: 3 clusters Score -646975 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -649090.625000 Penalty: 4512.974121
	Iteration 1F: 3 clusters Score -649090.6 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -649515.500000 Penalty: 4512.974121
	Iteration 2F: 3 clusters Score -649515.5 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -649850.312500 Penalty: 4512.974121
	Iteration 3F: 3 clusters Score -649850.3 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -650150.125000 Penalty: 4512.974121
	Iteration 4F: 3 clusters Score -650150.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -650428.875000 Penalty: 4512.974121
	Iteration 5F: 3 clusters Score -650428.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -650667.187500 Penalty: 4512.974121
	Iteration 6Q: 3 clusters Score -650667.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -650929.437500 Penalty: 4512.974121
	Iteration 7Q: 3 clusters Score -650929.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -651166.875000 Penalty: 4512.974121
	Iteration 8Q: 3 clusters Score -651166.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -651382.812500 Penalty: 4512.974121
	Iteration 9Q: 3 clusters Score -651382.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -651564.687500 Penalty: 4512.974121
	Iteration 10Q: 3 clusters Score -651564.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -651732.375000 Penalty: 4512.974121
	Iteration 11Q: 3 clusters Score -651732.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -651867.375000 Penalty: 4512.974121
	Iteration 12Q: 3 clusters Score -651867.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -651992.125000 Penalty: 4512.974121
	Iteration 13Q: 3 clusters Score -651992.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -652111.187500 Penalty: 4512.974121
	Iteration 14Q: 3 clusters Score -652111.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -652204.312500 Penalty: 4512.974121
	Iteration 15Q: 3 clusters Score -652204.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -652319.125000 Penalty: 4512.974121
	Iteration 16Q: 3 clusters Score -652319.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -652484.875000 Penalty: 4512.974121
	Iteration 17Q: 3 clusters Score -652484.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -652700.812500 Penalty: 4512.974121
	Iteration 18Q: 3 clusters Score -652700.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -652913.500000 Penalty: 4512.974121
	Iteration 19Q: 3 clusters Score -652913.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -653081.000000 Penalty: 4512.974121
	Iteration 20F: 3 clusters Score -653081 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -653179.312500 Penalty: 4512.974121
	Iteration 21Q: 3 clusters Score -653179.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -653232.187500 Penalty: 4512.974121
	Iteration 22Q: 3 clusters Score -653232.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -653270.187500 Penalty: 4512.974121
	Iteration 23Q: 3 clusters Score -653270.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -653294.875000 Penalty: 4512.974121
	Iteration 24Q: 3 clusters Score -653294.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -653317.062500 Penalty: 4512.974121
	Iteration 25Q: 3 clusters Score -653317.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -653330.625000 Penalty: 4512.974121
	Iteration 26Q: 3 clusters Score -653330.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -653343.812500 Penalty: 4512.974121
	Iteration 27Q: 3 clusters Score -653343.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -653353.062500 Penalty: 4512.974121
	Iteration 28Q: 3 clusters Score -653353.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -653358.000000 Penalty: 4512.974121
	Iteration 29Q: 3 clusters Score -653358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -653363.875000 Penalty: 4512.974121
	Iteration 30Q: 3 clusters Score -653363.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -653368.375000 Penalty: 4512.974121
	Iteration 31Q: 3 clusters Score -653368.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -653371.250000 Penalty: 4512.974121
	Iteration 32Q: 3 clusters Score -653371.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -653373.937500 Penalty: 4512.974121
	Iteration 33Q: 3 clusters Score -653373.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -653377.250000 Penalty: 4512.974121
	Iteration 34Q: 3 clusters Score -653377.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -653379.750000 Penalty: 4512.974121
	Iteration 35Q: 3 clusters Score -653379.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -653380.125000 Penalty: 4512.974121
	Iteration 36Q: 3 clusters Score -653380.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -653383.875000 Penalty: 4512.974121
	Iteration 37Q: 3 clusters Score -653383.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -653387.500000 Penalty: 4512.974121
	Iteration 38Q: 3 clusters Score -653387.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -653389.187500 Penalty: 4512.974121
	Iteration 39Q: 3 clusters Score -653389.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -653393.500000 Penalty: 4512.974121
	Iteration 40F: 3 clusters Score -653393.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -653402.875000 Penalty: 4512.974121
	Iteration 41Q: 3 clusters Score -653402.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -653406.187500 Penalty: 4512.974121
	Iteration 42Q: 3 clusters Score -653406.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -653409.562500 Penalty: 4512.974121
	Iteration 43Q: 3 clusters Score -653409.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -653410.750000 Penalty: 4512.974121
	Iteration 44Q: 3 clusters Score -653410.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -653412.000000 Penalty: 4512.974121
	Iteration 45Q: 3 clusters Score -653412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -653412.687500 Penalty: 4512.974121
	Iteration 46Q: 3 clusters Score -653412.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -653414.750000 Penalty: 4512.974121
	Iteration 47Q: 3 clusters Score -653414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -653413.812500 Penalty: 4512.974121
	Iteration 48Q: 3 clusters Score -653413.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -653414.937500 Penalty: 4512.974121
	Iteration 49Q: 3 clusters Score -653414.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -653416.062500 Penalty: 4512.974121
	Iteration 50Q: 3 clusters Score -653416.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -653416.875000 Penalty: 4512.974121
	Iteration 51Q: 3 clusters Score -653416.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -653418.562500 Penalty: 4512.974121
	Iteration 52Q: 3 clusters Score -653418.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -653419.937500 Penalty: 4512.974121
	Iteration 53Q: 3 clusters Score -653419.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -653419.937500 Penalty: 4512.974121
	Iteration 54F: 3 clusters Score -653419.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Entering Unmasked Estep 
Score: -1197422.875000 Penalty: 2432.225586
	Iteration 0F: 2 clusters Score -1197423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1184679.125000 Penalty: 4864.451172
	Iteration 0F: 3 clusters Score -1184679 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1188876.875000 Penalty: 4864.451172
	Iteration 1F: 3 clusters Score -1188877 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1189415.250000 Penalty: 4864.451172
	Iteration 2F: 3 clusters Score -1189415 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1189951.000000 Penalty: 4864.451172
	Iteration 3F: 3 clusters Score -1189951 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1190532.625000 Penalty: 4864.451172
	Iteration 4F: 3 clusters Score -1190533 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1191150.250000 Penalty: 4864.451172
	Iteration 5F: 3 clusters Score -1191150 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1191801.250000 Penalty: 4864.451172
	Iteration 6F: 3 clusters Score -1191801 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1192402.250000 Penalty: 4864.451172
	Iteration 7F: 3 clusters Score -1192402 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1192968.500000 Penalty: 4864.451172
	Iteration 8Q: 3 clusters Score -1192968 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1193442.000000 Penalty: 4864.451172
	Iteration 9Q: 3 clusters Score -1193442 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1193819.750000 Penalty: 4864.451172
	Iteration 10Q: 3 clusters Score -1193820 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1194134.000000 Penalty: 4864.451172
	Iteration 11Q: 3 clusters Score -1194134 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1194405.375000 Penalty: 4864.451172
	Iteration 12Q: 3 clusters Score -1194405 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1194598.750000 Penalty: 4864.451172
	Iteration 13Q: 3 clusters Score -1194599 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1194746.375000 Penalty: 4864.451172
	Iteration 14Q: 3 clusters Score -1194746 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1194851.750000 Penalty: 4864.451172
	Iteration 15Q: 3 clusters Score -1194852 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1194937.875000 Penalty: 4864.451172
	Iteration 16Q: 3 clusters Score -1194938 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1194998.375000 Penalty: 4864.451172
	Iteration 17Q: 3 clusters Score -1194998 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1195057.375000 Penalty: 4864.451172
	Iteration 18Q: 3 clusters Score -1195057 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1195107.875000 Penalty: 4864.451172
	Iteration 19Q: 3 clusters Score -1195108 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1195166.625000 Penalty: 4864.451172
	Iteration 20F: 3 clusters Score -1195167 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1195213.125000 Penalty: 4864.451172
	Iteration 21Q: 3 clusters Score -1195213 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1195261.375000 Penalty: 4864.451172
	Iteration 22Q: 3 clusters Score -1195261 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1195306.000000 Penalty: 4864.451172
	Iteration 23Q: 3 clusters Score -1195306 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1195348.500000 Penalty: 4864.451172
	Iteration 24Q: 3 clusters Score -1195348 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1195391.875000 Penalty: 4864.451172
	Iteration 25Q: 3 clusters Score -1195392 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1195422.875000 Penalty: 4864.451172
	Iteration 26Q: 3 clusters Score -1195423 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1195449.250000 Penalty: 4864.451172
	Iteration 27Q: 3 clusters Score -1195449 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1195471.750000 Penalty: 4864.451172
	Iteration 28Q: 3 clusters Score -1195472 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1195493.250000 Penalty: 4864.451172
	Iteration 29Q: 3 clusters Score -1195493 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1195516.750000 Penalty: 4864.451172
	Iteration 30Q: 3 clusters Score -1195517 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1195537.875000 Penalty: 4864.451172
	Iteration 31Q: 3 clusters Score -1195538 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1195555.375000 Penalty: 4864.451172
	Iteration 32Q: 3 clusters Score -1195555 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1195572.750000 Penalty: 4864.451172
	Iteration 33Q: 3 clusters Score -1195573 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1195594.000000 Penalty: 4864.451172
	Iteration 34Q: 3 clusters Score -1195594 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1195608.625000 Penalty: 4864.451172
	Iteration 35Q: 3 clusters Score -1195609 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1195620.375000 Penalty: 4864.451172
	Iteration 36Q: 3 clusters Score -1195620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1195633.625000 Penalty: 4864.451172
	Iteration 37Q: 3 clusters Score -1195634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1195640.500000 Penalty: 4864.451172
	Iteration 38Q: 3 clusters Score -1195640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1195650.375000 Penalty: 4864.451172
	Iteration 39Q: 3 clusters Score -1195650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1195663.125000 Penalty: 4864.451172
	Iteration 40F: 3 clusters Score -1195663 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1195676.375000 Penalty: 4864.451172
	Iteration 41Q: 3 clusters Score -1195676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1195685.250000 Penalty: 4864.451172
	Iteration 42Q: 3 clusters Score -1195685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1195696.500000 Penalty: 4864.451172
	Iteration 43Q: 3 clusters Score -1195696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1195701.000000 Penalty: 4864.451172
	Iteration 44Q: 3 clusters Score -1195701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1195705.375000 Penalty: 4864.451172
	Iteration 45Q: 3 clusters Score -1195705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1195708.875000 Penalty: 4864.451172
	Iteration 46Q: 3 clusters Score -1195709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1195712.125000 Penalty: 4864.451172
	Iteration 47Q: 3 clusters Score -1195712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1195712.625000 Penalty: 4864.451172
	Iteration 48Q: 3 clusters Score -1195713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1195719.375000 Penalty: 4864.451172
	Iteration 49Q: 3 clusters Score -1195719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1195722.000000 Penalty: 4864.451172
	Iteration 50Q: 3 clusters Score -1195722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1195730.500000 Penalty: 4864.451172
	Iteration 51Q: 3 clusters Score -1195730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1195734.625000 Penalty: 4864.451172
	Iteration 52Q: 3 clusters Score -1195735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1195735.625000 Penalty: 4864.451172
	Iteration 53Q: 3 clusters Score -1195736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1195734.875000 Penalty: 4864.451172
	Iteration 54Q: 3 clusters Score -1195735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1195735.875000 Penalty: 4864.451172
	Iteration 55Q: 3 clusters Score -1195736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1195737.500000 Penalty: 4864.451172
	Iteration 56Q: 3 clusters Score -1195738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1195739.875000 Penalty: 4864.451172
	Iteration 57Q: 3 clusters Score -1195740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1195739.250000 Penalty: 4864.451172
	Iteration 58Q: 3 clusters Score -1195739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1195740.875000 Penalty: 4864.451172
	Iteration 59Q: 3 clusters Score -1195741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1195740.875000 Penalty: 4864.451172
	Iteration 60F: 3 clusters Score -1195741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1195742.000000 Penalty: 4864.451172
	Iteration 61Q: 3 clusters Score -1195742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1195745.625000 Penalty: 4864.451172
	Iteration 62Q: 3 clusters Score -1195746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1195744.750000 Penalty: 4864.451172
	Iteration 63Q: 3 clusters Score -1195745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1195744.750000 Penalty: 4864.451172
	Iteration 64F: 3 clusters Score -1195745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Entering Unmasked Estep 
Score: -357173.406250 Penalty: 2111.866699
	Iteration 0F: 2 clusters Score -357173.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -352675.281250 Penalty: 4223.733398
	Iteration 0F: 3 clusters Score -352675.3 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -353712.062500 Penalty: 4223.733398
	Iteration 1F: 3 clusters Score -353712.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -354077.437500 Penalty: 4223.733398
	Iteration 2F: 3 clusters Score -354077.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -354350.250000 Penalty: 4223.733398
	Iteration 3F: 3 clusters Score -354350.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -354592.656250 Penalty: 4223.733398
	Iteration 4F: 3 clusters Score -354592.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -354890.781250 Penalty: 4223.733398
	Iteration 5F: 3 clusters Score -354890.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -355156.250000 Penalty: 4223.733398
	Iteration 6F: 3 clusters Score -355156.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -355415.093750 Penalty: 4223.733398
	Iteration 7F: 3 clusters Score -355415.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -355603.375000 Penalty: 4223.733398
	Iteration 8Q: 3 clusters Score -355603.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -355751.500000 Penalty: 4223.733398
	Iteration 9Q: 3 clusters Score -355751.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -355880.093750 Penalty: 4223.733398
	Iteration 10Q: 3 clusters Score -355880.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -356007.875000 Penalty: 4223.733398
	Iteration 11Q: 3 clusters Score -356007.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -356097.406250 Penalty: 4223.733398
	Iteration 12Q: 3 clusters Score -356097.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -356149.375000 Penalty: 4223.733398
	Iteration 13Q: 3 clusters Score -356149.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -356215.625000 Penalty: 4223.733398
	Iteration 14Q: 3 clusters Score -356215.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -356276.437500 Penalty: 4223.733398
	Iteration 15Q: 3 clusters Score -356276.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -356307.906250 Penalty: 4223.733398
	Iteration 16Q: 3 clusters Score -356307.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -356324.000000 Penalty: 4223.733398
	Iteration 17Q: 3 clusters Score -356324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -356335.437500 Penalty: 4223.733398
	Iteration 18Q: 3 clusters Score -356335.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -356343.093750 Penalty: 4223.733398
	Iteration 19Q: 3 clusters Score -356343.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -356347.625000 Penalty: 4223.733398
	Iteration 20F: 3 clusters Score -356347.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -356350.906250 Penalty: 4223.733398
	Iteration 21Q: 3 clusters Score -356350.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -356354.531250 Penalty: 4223.733398
	Iteration 22Q: 3 clusters Score -356354.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -356357.656250 Penalty: 4223.733398
	Iteration 23Q: 3 clusters Score -356357.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -356359.812500 Penalty: 4223.733398
	Iteration 24Q: 3 clusters Score -356359.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -356360.437500 Penalty: 4223.733398
	Iteration 25Q: 3 clusters Score -356360.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -356361.875000 Penalty: 4223.733398
	Iteration 26Q: 3 clusters Score -356361.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -356362.250000 Penalty: 4223.733398
	Iteration 27Q: 3 clusters Score -356362.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -356362.750000 Penalty: 4223.733398
	Iteration 28Q: 3 clusters Score -356362.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -356364.093750 Penalty: 4223.733398
	Iteration 29Q: 3 clusters Score -356364.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -356365.125000 Penalty: 4223.733398
	Iteration 30Q: 3 clusters Score -356365.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -356364.687500 Penalty: 4223.733398
	Iteration 31Q: 3 clusters Score -356364.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -356364.718750 Penalty: 4223.733398
	Iteration 32Q: 3 clusters Score -356364.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -356365.062500 Penalty: 4223.733398
	Iteration 33Q: 3 clusters Score -356365.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -356365.062500 Penalty: 4223.733398
	Iteration 34F: 3 clusters Score -356365.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Entering Unmasked Estep 
Score: -73222.718750 Penalty: 1731.058838
	Iteration 0F: 2 clusters Score -73222.72 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 525 members 
Entering Unmasked Estep 
Score: -71274.578125 Penalty: 3462.117676
	Iteration 0F: 3 clusters Score -71274.58 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -71603.781250 Penalty: 3462.117676
	Iteration 1F: 3 clusters Score -71603.78 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -71716.687500 Penalty: 3462.117676
	Iteration 2F: 3 clusters Score -71716.69 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -71791.734375 Penalty: 3462.117676
	Iteration 3Q: 3 clusters Score -71791.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -71848.164062 Penalty: 3462.117676
	Iteration 4Q: 3 clusters Score -71848.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -71935.484375 Penalty: 3462.117676
	Iteration 5Q: 3 clusters Score -71935.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -72135.406250 Penalty: 3462.117676
	Iteration 6Q: 3 clusters Score -72135.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -72331.828125 Penalty: 3462.117676
	Iteration 7Q: 3 clusters Score -72331.83 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -72417.968750 Penalty: 3462.117676
	Iteration 8Q: 3 clusters Score -72417.97 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -72458.023438 Penalty: 3462.117676
	Iteration 9Q: 3 clusters Score -72458.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -72492.234375 Penalty: 3462.117676
	Iteration 10Q: 3 clusters Score -72492.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -72524.234375 Penalty: 3462.117676
	Iteration 11Q: 3 clusters Score -72524.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -72550.328125 Penalty: 3462.117676
	Iteration 12Q: 3 clusters Score -72550.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -72573.601562 Penalty: 3462.117676
	Iteration 13Q: 3 clusters Score -72573.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -72588.625000 Penalty: 3462.117676
	Iteration 14Q: 3 clusters Score -72588.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -72601.531250 Penalty: 3462.117676
	Iteration 15Q: 3 clusters Score -72601.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -72615.406250 Penalty: 3462.117676
	Iteration 16Q: 3 clusters Score -72615.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -72622.562500 Penalty: 3462.117676
	Iteration 17Q: 3 clusters Score -72622.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -72624.554688 Penalty: 3462.117676
	Iteration 18Q: 3 clusters Score -72624.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -72626.359375 Penalty: 3462.117676
	Iteration 19F: 3 clusters Score -72626.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -72633.015625 Penalty: 3462.117676
	Iteration 20F: 3 clusters Score -72633.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -72638.304688 Penalty: 3462.117676
	Iteration 21Q: 3 clusters Score -72638.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -72643.671875 Penalty: 3462.117676
	Iteration 22Q: 3 clusters Score -72643.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -72644.882812 Penalty: 3462.117676
	Iteration 23Q: 3 clusters Score -72644.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -72646.148438 Penalty: 3462.117676
	Iteration 24Q: 3 clusters Score -72646.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -72646.148438 Penalty: 3462.117676
	Iteration 25F: 3 clusters Score -72646.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Entering Unmasked Estep 
Score: -2060186.625000 Penalty: 2535.536865
	Iteration 0F: 2 clusters Score -2060187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2041306.375000 Penalty: 5071.073730
	Iteration 0F: 3 clusters Score -2041306 nChanged 12280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2047892.625000 Penalty: 5071.073730
	Iteration 1F: 3 clusters Score -2047893 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2048386.000000 Penalty: 5071.073730
	Iteration 2F: 3 clusters Score -2048386 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2048906.875000 Penalty: 5071.073730
	Iteration 3Q: 3 clusters Score -2048907 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2049568.000000 Penalty: 5071.073730
	Iteration 4F: 3 clusters Score -2049568 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2050520.500000 Penalty: 5071.073730
	Iteration 5F: 3 clusters Score -2050520 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2051840.500000 Penalty: 5071.073730
	Iteration 6F: 3 clusters Score -2051840 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2053311.125000 Penalty: 5071.073730
	Iteration 7F: 3 clusters Score -2053311 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2054617.625000 Penalty: 5071.073730
	Iteration 8F: 3 clusters Score -2054618 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2055481.375000 Penalty: 5071.073730
	Iteration 9F: 3 clusters Score -2055481 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2056046.250000 Penalty: 5071.073730
	Iteration 10Q: 3 clusters Score -2056046 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2056505.500000 Penalty: 5071.073730
	Iteration 11Q: 3 clusters Score -2056506 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2056846.250000 Penalty: 5071.073730
	Iteration 12Q: 3 clusters Score -2056846 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2057188.250000 Penalty: 5071.073730
	Iteration 13Q: 3 clusters Score -2057188 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2057497.500000 Penalty: 5071.073730
	Iteration 14Q: 3 clusters Score -2057498 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2057777.875000 Penalty: 5071.073730
	Iteration 15Q: 3 clusters Score -2057778 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2058039.125000 Penalty: 5071.073730
	Iteration 16Q: 3 clusters Score -2058039 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2058269.875000 Penalty: 5071.073730
	Iteration 17Q: 3 clusters Score -2058270 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2058434.000000 Penalty: 5071.073730
	Iteration 18Q: 3 clusters Score -2058434 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2058528.500000 Penalty: 5071.073730
	Iteration 19Q: 3 clusters Score -2058528 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2058606.750000 Penalty: 5071.073730
	Iteration 20F: 3 clusters Score -2058607 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2058655.125000 Penalty: 5071.073730
	Iteration 21Q: 3 clusters Score -2058655 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2058692.125000 Penalty: 5071.073730
	Iteration 22Q: 3 clusters Score -2058692 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2058708.750000 Penalty: 5071.073730
	Iteration 23Q: 3 clusters Score -2058709 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2058717.750000 Penalty: 5071.073730
	Iteration 24Q: 3 clusters Score -2058718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2058724.625000 Penalty: 5071.073730
	Iteration 25Q: 3 clusters Score -2058725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2058729.500000 Penalty: 5071.073730
	Iteration 26Q: 3 clusters Score -2058730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2058727.375000 Penalty: 5071.073730
	Iteration 27Q: 3 clusters Score -2058727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2058735.000000 Penalty: 5071.073730
	Iteration 28Q: 3 clusters Score -2058735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2058737.000000 Penalty: 5071.073730
	Iteration 29Q: 3 clusters Score -2058737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2058740.750000 Penalty: 5071.073730
	Iteration 30Q: 3 clusters Score -2058741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2058742.750000 Penalty: 5071.073730
	Iteration 31Q: 3 clusters Score -2058743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2058744.500000 Penalty: 5071.073730
	Iteration 32Q: 3 clusters Score -2058744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2058745.500000 Penalty: 5071.073730
	Iteration 33Q: 3 clusters Score -2058746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2058745.250000 Penalty: 5071.073730
	Iteration 34Q: 3 clusters Score -2058745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2058750.750000 Penalty: 5071.073730
	Iteration 35Q: 3 clusters Score -2058751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2058751.625000 Penalty: 5071.073730
	Iteration 36Q: 3 clusters Score -2058752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2058748.250000 Penalty: 5071.073730
	Iteration 37Q: 3 clusters Score -2058748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2058750.500000 Penalty: 5071.073730
	Iteration 38Q: 3 clusters Score -2058750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2058746.875000 Penalty: 5071.073730
	Iteration 39Q: 3 clusters Score -2058747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2058754.500000 Penalty: 5071.073730
	Iteration 40F: 3 clusters Score -2058754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2058755.500000 Penalty: 5071.073730
	Iteration 41Q: 3 clusters Score -2058756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2058754.125000 Penalty: 5071.073730
	Iteration 42Q: 3 clusters Score -2058754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2058754.750000 Penalty: 5071.073730
	Iteration 43Q: 3 clusters Score -2058755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2058758.000000 Penalty: 5071.073730
	Iteration 44Q: 3 clusters Score -2058758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2058757.250000 Penalty: 5071.073730
	Iteration 45Q: 3 clusters Score -2058757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2058758.000000 Penalty: 5071.073730
	Iteration 46Q: 3 clusters Score -2058758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2058758.250000 Penalty: 5071.073730
	Iteration 47Q: 3 clusters Score -2058758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2058761.625000 Penalty: 5071.073730
	Iteration 48Q: 3 clusters Score -2058762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2058759.875000 Penalty: 5071.073730
	Iteration 49Q: 3 clusters Score -2058760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2058761.500000 Penalty: 5071.073730
	Iteration 50Q: 3 clusters Score -2058762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2058759.875000 Penalty: 5071.073730
	Iteration 51Q: 3 clusters Score -2058760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2058758.625000 Penalty: 5071.073730
	Iteration 52Q: 3 clusters Score -2058759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2058758.625000 Penalty: 5071.073730
	Iteration 53F: 3 clusters Score -2058759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Entering Unmasked Estep 
Score: -329427.062500 Penalty: 2085.251221
	Iteration 0F: 2 clusters Score -329427.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -325255.781250 Penalty: 4170.502441
	Iteration 0F: 3 clusters Score -325255.8 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -326223.843750 Penalty: 4170.502441
	Iteration 1F: 3 clusters Score -326223.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -326434.062500 Penalty: 4170.502441
	Iteration 2F: 3 clusters Score -326434.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -326591.312500 Penalty: 4170.502441
	Iteration 3F: 3 clusters Score -326591.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -326694.281250 Penalty: 4170.502441
	Iteration 4Q: 3 clusters Score -326694.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -326763.062500 Penalty: 4170.502441
	Iteration 5Q: 3 clusters Score -326763.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -326815.750000 Penalty: 4170.502441
	Iteration 6Q: 3 clusters Score -326815.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -326858.062500 Penalty: 4170.502441
	Iteration 7Q: 3 clusters Score -326858.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -326897.218750 Penalty: 4170.502441
	Iteration 8Q: 3 clusters Score -326897.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -326922.906250 Penalty: 4170.502441
	Iteration 9Q: 3 clusters Score -326922.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -326948.906250 Penalty: 4170.502441
	Iteration 10Q: 3 clusters Score -326948.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -326970.531250 Penalty: 4170.502441
	Iteration 11Q: 3 clusters Score -326970.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -326992.156250 Penalty: 4170.502441
	Iteration 12Q: 3 clusters Score -326992.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -327021.500000 Penalty: 4170.502441
	Iteration 13Q: 3 clusters Score -327021.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -327051.500000 Penalty: 4170.502441
	Iteration 14Q: 3 clusters Score -327051.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -327077.687500 Penalty: 4170.502441
	Iteration 15Q: 3 clusters Score -327077.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -327095.937500 Penalty: 4170.502441
	Iteration 16Q: 3 clusters Score -327095.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -327112.593750 Penalty: 4170.502441
	Iteration 17Q: 3 clusters Score -327112.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -327133.875000 Penalty: 4170.502441
	Iteration 18Q: 3 clusters Score -327133.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -327156.656250 Penalty: 4170.502441
	Iteration 19Q: 3 clusters Score -327156.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -327181.968750 Penalty: 4170.502441
	Iteration 20F: 3 clusters Score -327182 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -327212.687500 Penalty: 4170.502441
	Iteration 21Q: 3 clusters Score -327212.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -327248.312500 Penalty: 4170.502441
	Iteration 22Q: 3 clusters Score -327248.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -327282.718750 Penalty: 4170.502441
	Iteration 23Q: 3 clusters Score -327282.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -327326.187500 Penalty: 4170.502441
	Iteration 24Q: 3 clusters Score -327326.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -327381.781250 Penalty: 4170.502441
	Iteration 25Q: 3 clusters Score -327381.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -327433.468750 Penalty: 4170.502441
	Iteration 26Q: 3 clusters Score -327433.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -327483.875000 Penalty: 4170.502441
	Iteration 27Q: 3 clusters Score -327483.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -327519.281250 Penalty: 4170.502441
	Iteration 28Q: 3 clusters Score -327519.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -327554.812500 Penalty: 4170.502441
	Iteration 29Q: 3 clusters Score -327554.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -327583.718750 Penalty: 4170.502441
	Iteration 30Q: 3 clusters Score -327583.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -327602.125000 Penalty: 4170.502441
	Iteration 31Q: 3 clusters Score -327602.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -327616.687500 Penalty: 4170.502441
	Iteration 32Q: 3 clusters Score -327616.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -327632.125000 Penalty: 4170.502441
	Iteration 33Q: 3 clusters Score -327632.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -327653.281250 Penalty: 4170.502441
	Iteration 34Q: 3 clusters Score -327653.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -327667.625000 Penalty: 4170.502441
	Iteration 35Q: 3 clusters Score -327667.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -327677.500000 Penalty: 4170.502441
	Iteration 36Q: 3 clusters Score -327677.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -327690.406250 Penalty: 4170.502441
	Iteration 37Q: 3 clusters Score -327690.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -327701.468750 Penalty: 4170.502441
	Iteration 38Q: 3 clusters Score -327701.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -327707.406250 Penalty: 4170.502441
	Iteration 39Q: 3 clusters Score -327707.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -327712.000000 Penalty: 4170.502441
	Iteration 40F: 3 clusters Score -327712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -327717.468750 Penalty: 4170.502441
	Iteration 41Q: 3 clusters Score -327717.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -327720.625000 Penalty: 4170.502441
	Iteration 42Q: 3 clusters Score -327720.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -327721.656250 Penalty: 4170.502441
	Iteration 43Q: 3 clusters Score -327721.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -327724.250000 Penalty: 4170.502441
	Iteration 44Q: 3 clusters Score -327724.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -327727.250000 Penalty: 4170.502441
	Iteration 45Q: 3 clusters Score -327727.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -327729.187500 Penalty: 4170.502441
	Iteration 46Q: 3 clusters Score -327729.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -327731.562500 Penalty: 4170.502441
	Iteration 47Q: 3 clusters Score -327731.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -327733.343750 Penalty: 4170.502441
	Iteration 48Q: 3 clusters Score -327733.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -327734.562500 Penalty: 4170.502441
	Iteration 49Q: 3 clusters Score -327734.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -327736.250000 Penalty: 4170.502441
	Iteration 50Q: 3 clusters Score -327736.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -327737.281250 Penalty: 4170.502441
	Iteration 51Q: 3 clusters Score -327737.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -327737.000000 Penalty: 4170.502441
	Iteration 52Q: 3 clusters Score -327737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -327737.000000 Penalty: 4170.502441
	Iteration 53F: 3 clusters Score -327737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Entering Unmasked Estep 
Score: -166572.312500 Penalty: 1985.827026
	Iteration 0F: 2 clusters Score -166572.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -163375.125000 Penalty: 3971.654053
	Iteration 0F: 3 clusters Score -163375.1 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -164343.937500 Penalty: 3971.654053
	Iteration 1F: 3 clusters Score -164343.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -164774.546875 Penalty: 3971.654053
	Iteration 2F: 3 clusters Score -164774.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -165086.187500 Penalty: 3971.654053
	Iteration 3F: 3 clusters Score -165086.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -165386.296875 Penalty: 3971.654053
	Iteration 4F: 3 clusters Score -165386.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -165571.156250 Penalty: 3971.654053
	Iteration 5Q: 3 clusters Score -165571.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -165709.750000 Penalty: 3971.654053
	Iteration 6Q: 3 clusters Score -165709.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -165779.656250 Penalty: 3971.654053
	Iteration 7Q: 3 clusters Score -165779.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -165841.093750 Penalty: 3971.654053
	Iteration 8Q: 3 clusters Score -165841.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -165905.828125 Penalty: 3971.654053
	Iteration 9Q: 3 clusters Score -165905.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -165969.875000 Penalty: 3971.654053
	Iteration 10Q: 3 clusters Score -165969.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -166029.531250 Penalty: 3971.654053
	Iteration 11Q: 3 clusters Score -166029.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -166087.156250 Penalty: 3971.654053
	Iteration 12Q: 3 clusters Score -166087.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -166126.812500 Penalty: 3971.654053
	Iteration 13Q: 3 clusters Score -166126.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -166148.484375 Penalty: 3971.654053
	Iteration 14Q: 3 clusters Score -166148.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -166172.718750 Penalty: 3971.654053
	Iteration 15Q: 3 clusters Score -166172.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -166197.296875 Penalty: 3971.654053
	Iteration 16Q: 3 clusters Score -166197.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -166219.171875 Penalty: 3971.654053
	Iteration 17Q: 3 clusters Score -166219.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -166250.031250 Penalty: 3971.654053
	Iteration 18Q: 3 clusters Score -166250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -166287.875000 Penalty: 3971.654053
	Iteration 19Q: 3 clusters Score -166287.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -166319.359375 Penalty: 3971.654053
	Iteration 20F: 3 clusters Score -166319.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -166342.515625 Penalty: 3971.654053
	Iteration 21Q: 3 clusters Score -166342.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -166362.734375 Penalty: 3971.654053
	Iteration 22Q: 3 clusters Score -166362.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -166391.000000 Penalty: 3971.654053
	Iteration 23Q: 3 clusters Score -166391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -166409.406250 Penalty: 3971.654053
	Iteration 24Q: 3 clusters Score -166409.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -166425.546875 Penalty: 3971.654053
	Iteration 25Q: 3 clusters Score -166425.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -166432.843750 Penalty: 3971.654053
	Iteration 26Q: 3 clusters Score -166432.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -166437.171875 Penalty: 3971.654053
	Iteration 27Q: 3 clusters Score -166437.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -166441.765625 Penalty: 3971.654053
	Iteration 28Q: 3 clusters Score -166441.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -166444.953125 Penalty: 3971.654053
	Iteration 29Q: 3 clusters Score -166445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -166447.031250 Penalty: 3971.654053
	Iteration 30Q: 3 clusters Score -166447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -166450.640625 Penalty: 3971.654053
	Iteration 31Q: 3 clusters Score -166450.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -166452.468750 Penalty: 3971.654053
	Iteration 32Q: 3 clusters Score -166452.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -166455.015625 Penalty: 3971.654053
	Iteration 33Q: 3 clusters Score -166455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -166458.671875 Penalty: 3971.654053
	Iteration 34Q: 3 clusters Score -166458.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -166461.093750 Penalty: 3971.654053
	Iteration 35Q: 3 clusters Score -166461.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -166462.625000 Penalty: 3971.654053
	Iteration 36Q: 3 clusters Score -166462.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -166462.890625 Penalty: 3971.654053
	Iteration 37Q: 3 clusters Score -166462.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -166462.890625 Penalty: 3971.654053
	Iteration 38F: 3 clusters Score -166462.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Entering Unmasked Estep 
Score: -273602.031250 Penalty: 2065.695557
	Iteration 0F: 2 clusters Score -273602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -269676.750000 Penalty: 4131.391113
	Iteration 0F: 3 clusters Score -269676.8 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -270767.687500 Penalty: 4131.391113
	Iteration 1F: 3 clusters Score -270767.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -271130.281250 Penalty: 4131.391113
	Iteration 2F: 3 clusters Score -271130.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -271427.718750 Penalty: 4131.391113
	Iteration 3F: 3 clusters Score -271427.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -271723.781250 Penalty: 4131.391113
	Iteration 4F: 3 clusters Score -271723.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -271969.468750 Penalty: 4131.391113
	Iteration 5F: 3 clusters Score -271969.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -272171.250000 Penalty: 4131.391113
	Iteration 6Q: 3 clusters Score -272171.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -272303.531250 Penalty: 4131.391113
	Iteration 7Q: 3 clusters Score -272303.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -272398.093750 Penalty: 4131.391113
	Iteration 8Q: 3 clusters Score -272398.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -272453.875000 Penalty: 4131.391113
	Iteration 9Q: 3 clusters Score -272453.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -272493.406250 Penalty: 4131.391113
	Iteration 10Q: 3 clusters Score -272493.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -272518.156250 Penalty: 4131.391113
	Iteration 11Q: 3 clusters Score -272518.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -272533.843750 Penalty: 4131.391113
	Iteration 12Q: 3 clusters Score -272533.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -272544.125000 Penalty: 4131.391113
	Iteration 13Q: 3 clusters Score -272544.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -272554.843750 Penalty: 4131.391113
	Iteration 14Q: 3 clusters Score -272554.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -272565.406250 Penalty: 4131.391113
	Iteration 15Q: 3 clusters Score -272565.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -272571.843750 Penalty: 4131.391113
	Iteration 16Q: 3 clusters Score -272571.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -272579.843750 Penalty: 4131.391113
	Iteration 17Q: 3 clusters Score -272579.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -272584.937500 Penalty: 4131.391113
	Iteration 18Q: 3 clusters Score -272584.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -272588.687500 Penalty: 4131.391113
	Iteration 19Q: 3 clusters Score -272588.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -272592.000000 Penalty: 4131.391113
	Iteration 20F: 3 clusters Score -272592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -272594.062500 Penalty: 4131.391113
	Iteration 21Q: 3 clusters Score -272594.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -272595.531250 Penalty: 4131.391113
	Iteration 22Q: 3 clusters Score -272595.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -272598.156250 Penalty: 4131.391113
	Iteration 23Q: 3 clusters Score -272598.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -272600.906250 Penalty: 4131.391113
	Iteration 24Q: 3 clusters Score -272600.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -272601.062500 Penalty: 4131.391113
	Iteration 25Q: 3 clusters Score -272601.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -272602.031250 Penalty: 4131.391113
	Iteration 26Q: 3 clusters Score -272602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -272602.968750 Penalty: 4131.391113
	Iteration 27Q: 3 clusters Score -272603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -272603.593750 Penalty: 4131.391113
	Iteration 28Q: 3 clusters Score -272603.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -272604.687500 Penalty: 4131.391113
	Iteration 29Q: 3 clusters Score -272604.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -272606.593750 Penalty: 4131.391113
	Iteration 30Q: 3 clusters Score -272606.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -272607.843750 Penalty: 4131.391113
	Iteration 31Q: 3 clusters Score -272607.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -272610.562500 Penalty: 4131.391113
	Iteration 32Q: 3 clusters Score -272610.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -272611.718750 Penalty: 4131.391113
	Iteration 33Q: 3 clusters Score -272611.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -272612.468750 Penalty: 4131.391113
	Iteration 34Q: 3 clusters Score -272612.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -272612.906250 Penalty: 4131.391113
	Iteration 35Q: 3 clusters Score -272612.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -272612.906250 Penalty: 4131.391113
	Iteration 36F: 3 clusters Score -272612.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Entering Unmasked Estep 
Score: -909074.250000 Penalty: 2334.716309
	Iteration 0F: 2 clusters Score -909074.2 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 6161 members 
Entering Unmasked Estep 
Score: -899995.625000 Penalty: 4669.432617
	Iteration 0F: 3 clusters Score -899995.6 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -902773.750000 Penalty: 4669.432617
	Iteration 1F: 3 clusters Score -902773.8 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -903058.375000 Penalty: 4669.432617
	Iteration 2F: 3 clusters Score -903058.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -903276.000000 Penalty: 4669.432617
	Iteration 3Q: 3 clusters Score -903276 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -903443.875000 Penalty: 4669.432617
	Iteration 4Q: 3 clusters Score -903443.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -903603.250000 Penalty: 4669.432617
	Iteration 5Q: 3 clusters Score -903603.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -903751.812500 Penalty: 4669.432617
	Iteration 6Q: 3 clusters Score -903751.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -903902.500000 Penalty: 4669.432617
	Iteration 7Q: 3 clusters Score -903902.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -904057.562500 Penalty: 4669.432617
	Iteration 8Q: 3 clusters Score -904057.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -904236.187500 Penalty: 4669.432617
	Iteration 9Q: 3 clusters Score -904236.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -904449.000000 Penalty: 4669.432617
	Iteration 10Q: 3 clusters Score -904449 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -904660.437500 Penalty: 4669.432617
	Iteration 11Q: 3 clusters Score -904660.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -904891.375000 Penalty: 4669.432617
	Iteration 12Q: 3 clusters Score -904891.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -905131.562500 Penalty: 4669.432617
	Iteration 13Q: 3 clusters Score -905131.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -905378.687500 Penalty: 4669.432617
	Iteration 14Q: 3 clusters Score -905378.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -905578.375000 Penalty: 4669.432617
	Iteration 15Q: 3 clusters Score -905578.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -905754.187500 Penalty: 4669.432617
	Iteration 16Q: 3 clusters Score -905754.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -905891.562500 Penalty: 4669.432617
	Iteration 17Q: 3 clusters Score -905891.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -906030.062500 Penalty: 4669.432617
	Iteration 18Q: 3 clusters Score -906030.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -906150.562500 Penalty: 4669.432617
	Iteration 19Q: 3 clusters Score -906150.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -906260.937500 Penalty: 4669.432617
	Iteration 20F: 3 clusters Score -906260.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -906363.562500 Penalty: 4669.432617
	Iteration 21Q: 3 clusters Score -906363.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -906460.312500 Penalty: 4669.432617
	Iteration 22Q: 3 clusters Score -906460.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -906541.875000 Penalty: 4669.432617
	Iteration 23Q: 3 clusters Score -906541.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -906615.562500 Penalty: 4669.432617
	Iteration 24Q: 3 clusters Score -906615.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -906683.625000 Penalty: 4669.432617
	Iteration 25Q: 3 clusters Score -906683.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -906733.500000 Penalty: 4669.432617
	Iteration 26Q: 3 clusters Score -906733.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -906771.500000 Penalty: 4669.432617
	Iteration 27Q: 3 clusters Score -906771.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -906806.125000 Penalty: 4669.432617
	Iteration 28Q: 3 clusters Score -906806.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -906833.687500 Penalty: 4669.432617
	Iteration 29Q: 3 clusters Score -906833.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -906864.250000 Penalty: 4669.432617
	Iteration 30Q: 3 clusters Score -906864.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -906882.500000 Penalty: 4669.432617
	Iteration 31Q: 3 clusters Score -906882.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -906897.062500 Penalty: 4669.432617
	Iteration 32Q: 3 clusters Score -906897.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -906906.125000 Penalty: 4669.432617
	Iteration 33Q: 3 clusters Score -906906.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -906916.000000 Penalty: 4669.432617
	Iteration 34Q: 3 clusters Score -906916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -906927.625000 Penalty: 4669.432617
	Iteration 35Q: 3 clusters Score -906927.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -906943.062500 Penalty: 4669.432617
	Iteration 36Q: 3 clusters Score -906943.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -906956.187500 Penalty: 4669.432617
	Iteration 37Q: 3 clusters Score -906956.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -906963.000000 Penalty: 4669.432617
	Iteration 38Q: 3 clusters Score -906963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -906971.375000 Penalty: 4669.432617
	Iteration 39Q: 3 clusters Score -906971.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -906977.937500 Penalty: 4669.432617
	Iteration 40F: 3 clusters Score -906977.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -906989.125000 Penalty: 4669.432617
	Iteration 41Q: 3 clusters Score -906989.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -906996.125000 Penalty: 4669.432617
	Iteration 42Q: 3 clusters Score -906996.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -907001.000000 Penalty: 4669.432617
	Iteration 43Q: 3 clusters Score -907001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -907007.812500 Penalty: 4669.432617
	Iteration 44Q: 3 clusters Score -907007.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -907010.125000 Penalty: 4669.432617
	Iteration 45Q: 3 clusters Score -907010.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -907012.687500 Penalty: 4669.432617
	Iteration 46Q: 3 clusters Score -907012.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -907015.250000 Penalty: 4669.432617
	Iteration 47Q: 3 clusters Score -907015.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -907020.375000 Penalty: 4669.432617
	Iteration 48Q: 3 clusters Score -907020.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -907022.875000 Penalty: 4669.432617
	Iteration 49Q: 3 clusters Score -907022.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -907023.000000 Penalty: 4669.432617
	Iteration 50Q: 3 clusters Score -907023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -907028.062500 Penalty: 4669.432617
	Iteration 51Q: 3 clusters Score -907028.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -907034.125000 Penalty: 4669.432617
	Iteration 52Q: 3 clusters Score -907034.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -907038.000000 Penalty: 4669.432617
	Iteration 53Q: 3 clusters Score -907038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -907044.125000 Penalty: 4669.432617
	Iteration 54Q: 3 clusters Score -907044.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -907050.062500 Penalty: 4669.432617
	Iteration 55Q: 3 clusters Score -907050.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -907049.687500 Penalty: 4669.432617
	Iteration 56Q: 3 clusters Score -907049.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -907050.687500 Penalty: 4669.432617
	Iteration 57Q: 3 clusters Score -907050.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -907053.812500 Penalty: 4669.432617
	Iteration 58Q: 3 clusters Score -907053.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -907056.562500 Penalty: 4669.432617
	Iteration 59Q: 3 clusters Score -907056.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -907064.437500 Penalty: 4669.432617
	Iteration 60F: 3 clusters Score -907064.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -907065.625000 Penalty: 4669.432617
	Iteration 61Q: 3 clusters Score -907065.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -907065.625000 Penalty: 4669.432617
	Iteration 62F: 3 clusters Score -907065.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Entering Unmasked Estep 
Score: -488202.031250 Penalty: 2182.128906
	Iteration 0F: 2 clusters Score -488202 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 3301 members 
Entering Unmasked Estep 
Score: -482632.687500 Penalty: 4364.257812
	Iteration 0F: 3 clusters Score -482632.7 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -484074.843750 Penalty: 4364.257812
	Iteration 1F: 3 clusters Score -484074.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -484267.093750 Penalty: 4364.257812
	Iteration 2F: 3 clusters Score -484267.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -484398.531250 Penalty: 4364.257812
	Iteration 3Q: 3 clusters Score -484398.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -484487.281250 Penalty: 4364.257812
	Iteration 4Q: 3 clusters Score -484487.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -484544.718750 Penalty: 4364.257812
	Iteration 5Q: 3 clusters Score -484544.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -484594.656250 Penalty: 4364.257812
	Iteration 6Q: 3 clusters Score -484594.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -484635.843750 Penalty: 4364.257812
	Iteration 7Q: 3 clusters Score -484635.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -484676.968750 Penalty: 4364.257812
	Iteration 8Q: 3 clusters Score -484677 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -484717.343750 Penalty: 4364.257812
	Iteration 9Q: 3 clusters Score -484717.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -484766.500000 Penalty: 4364.257812
	Iteration 10Q: 3 clusters Score -484766.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -484811.750000 Penalty: 4364.257812
	Iteration 11Q: 3 clusters Score -484811.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -484865.406250 Penalty: 4364.257812
	Iteration 12Q: 3 clusters Score -484865.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -484921.250000 Penalty: 4364.257812
	Iteration 13Q: 3 clusters Score -484921.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -484970.750000 Penalty: 4364.257812
	Iteration 14Q: 3 clusters Score -484970.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -485016.218750 Penalty: 4364.257812
	Iteration 15Q: 3 clusters Score -485016.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -485062.187500 Penalty: 4364.257812
	Iteration 16Q: 3 clusters Score -485062.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -485113.062500 Penalty: 4364.257812
	Iteration 17Q: 3 clusters Score -485113.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -485181.062500 Penalty: 4364.257812
	Iteration 18Q: 3 clusters Score -485181.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -485262.437500 Penalty: 4364.257812
	Iteration 19Q: 3 clusters Score -485262.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -485349.312500 Penalty: 4364.257812
	Iteration 20F: 3 clusters Score -485349.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -485448.656250 Penalty: 4364.257812
	Iteration 21Q: 3 clusters Score -485448.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -485543.656250 Penalty: 4364.257812
	Iteration 22Q: 3 clusters Score -485543.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -485640.875000 Penalty: 4364.257812
	Iteration 23Q: 3 clusters Score -485640.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -485768.125000 Penalty: 4364.257812
	Iteration 24Q: 3 clusters Score -485768.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -485921.218750 Penalty: 4364.257812
	Iteration 25Q: 3 clusters Score -485921.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -486043.968750 Penalty: 4364.257812
	Iteration 26Q: 3 clusters Score -486044 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -486166.562500 Penalty: 4364.257812
	Iteration 27Q: 3 clusters Score -486166.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -486283.468750 Penalty: 4364.257812
	Iteration 28Q: 3 clusters Score -486283.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -486363.156250 Penalty: 4364.257812
	Iteration 29Q: 3 clusters Score -486363.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -486413.093750 Penalty: 4364.257812
	Iteration 30Q: 3 clusters Score -486413.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -486446.031250 Penalty: 4364.257812
	Iteration 31Q: 3 clusters Score -486446 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -486475.843750 Penalty: 4364.257812
	Iteration 32Q: 3 clusters Score -486475.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -486496.125000 Penalty: 4364.257812
	Iteration 33Q: 3 clusters Score -486496.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -486512.468750 Penalty: 4364.257812
	Iteration 34Q: 3 clusters Score -486512.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -486525.000000 Penalty: 4364.257812
	Iteration 35Q: 3 clusters Score -486525 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -486535.000000 Penalty: 4364.257812
	Iteration 36Q: 3 clusters Score -486535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -486543.093750 Penalty: 4364.257812
	Iteration 37Q: 3 clusters Score -486543.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -486547.718750 Penalty: 4364.257812
	Iteration 38Q: 3 clusters Score -486547.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -486556.406250 Penalty: 4364.257812
	Iteration 39Q: 3 clusters Score -486556.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -486563.281250 Penalty: 4364.257812
	Iteration 40F: 3 clusters Score -486563.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -486567.250000 Penalty: 4364.257812
	Iteration 41Q: 3 clusters Score -486567.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -486572.031250 Penalty: 4364.257812
	Iteration 42Q: 3 clusters Score -486572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -486576.281250 Penalty: 4364.257812
	Iteration 43Q: 3 clusters Score -486576.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -486584.343750 Penalty: 4364.257812
	Iteration 44Q: 3 clusters Score -486584.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -486588.343750 Penalty: 4364.257812
	Iteration 45Q: 3 clusters Score -486588.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -486593.156250 Penalty: 4364.257812
	Iteration 46Q: 3 clusters Score -486593.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -486599.593750 Penalty: 4364.257812
	Iteration 47Q: 3 clusters Score -486599.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -486604.593750 Penalty: 4364.257812
	Iteration 48Q: 3 clusters Score -486604.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -486608.031250 Penalty: 4364.257812
	Iteration 49Q: 3 clusters Score -486608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -486612.468750 Penalty: 4364.257812
	Iteration 50Q: 3 clusters Score -486612.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -486613.781250 Penalty: 4364.257812
	Iteration 51Q: 3 clusters Score -486613.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -486614.000000 Penalty: 4364.257812
	Iteration 52Q: 3 clusters Score -486614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -486615.875000 Penalty: 4364.257812
	Iteration 53Q: 3 clusters Score -486615.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -486618.812500 Penalty: 4364.257812
	Iteration 54Q: 3 clusters Score -486618.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -486621.218750 Penalty: 4364.257812
	Iteration 55Q: 3 clusters Score -486621.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -486624.625000 Penalty: 4364.257812
	Iteration 56Q: 3 clusters Score -486624.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -486629.156250 Penalty: 4364.257812
	Iteration 57Q: 3 clusters Score -486629.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -486634.468750 Penalty: 4364.257812
	Iteration 58Q: 3 clusters Score -486634.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -486638.687500 Penalty: 4364.257812
	Iteration 59Q: 3 clusters Score -486638.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -486641.656250 Penalty: 4364.257812
	Iteration 60F: 3 clusters Score -486641.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -486644.500000 Penalty: 4364.257812
	Iteration 61Q: 3 clusters Score -486644.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -486646.250000 Penalty: 4364.257812
	Iteration 62Q: 3 clusters Score -486646.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -486647.750000 Penalty: 4364.257812
	Iteration 63Q: 3 clusters Score -486647.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -486650.218750 Penalty: 4364.257812
	Iteration 64Q: 3 clusters Score -486650.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -486653.593750 Penalty: 4364.257812
	Iteration 65Q: 3 clusters Score -486653.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -486657.437500 Penalty: 4364.257812
	Iteration 66Q: 3 clusters Score -486657.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -486667.812500 Penalty: 4364.257812
	Iteration 67Q: 3 clusters Score -486667.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -486684.718750 Penalty: 4364.257812
	Iteration 68Q: 3 clusters Score -486684.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -486710.843750 Penalty: 4364.257812
	Iteration 69Q: 3 clusters Score -486710.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -486737.875000 Penalty: 4364.257812
	Iteration 70Q: 3 clusters Score -486737.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -486766.593750 Penalty: 4364.257812
	Iteration 71Q: 3 clusters Score -486766.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -486799.875000 Penalty: 4364.257812
	Iteration 72Q: 3 clusters Score -486799.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -486827.031250 Penalty: 4364.257812
	Iteration 73Q: 3 clusters Score -486827 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -486853.843750 Penalty: 4364.257812
	Iteration 74Q: 3 clusters Score -486853.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -486888.687500 Penalty: 4364.257812
	Iteration 75Q: 3 clusters Score -486888.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -486914.375000 Penalty: 4364.257812
	Iteration 76Q: 3 clusters Score -486914.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -486940.812500 Penalty: 4364.257812
	Iteration 77Q: 3 clusters Score -486940.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -486962.312500 Penalty: 4364.257812
	Iteration 78Q: 3 clusters Score -486962.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -486978.125000 Penalty: 4364.257812
	Iteration 79Q: 3 clusters Score -486978.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -486990.875000 Penalty: 4364.257812
	Iteration 80F: 3 clusters Score -486990.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -487005.468750 Penalty: 4364.257812
	Iteration 81Q: 3 clusters Score -487005.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -487015.750000 Penalty: 4364.257812
	Iteration 82Q: 3 clusters Score -487015.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -487023.062500 Penalty: 4364.257812
	Iteration 83Q: 3 clusters Score -487023.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -487026.593750 Penalty: 4364.257812
	Iteration 84Q: 3 clusters Score -487026.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -487027.937500 Penalty: 4364.257812
	Iteration 85Q: 3 clusters Score -487027.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -487030.875000 Penalty: 4364.257812
	Iteration 86Q: 3 clusters Score -487030.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -487032.968750 Penalty: 4364.257812
	Iteration 87Q: 3 clusters Score -487033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -487037.312500 Penalty: 4364.257812
	Iteration 88Q: 3 clusters Score -487037.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -487037.593750 Penalty: 4364.257812
	Iteration 89Q: 3 clusters Score -487037.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -487040.375000 Penalty: 4364.257812
	Iteration 90Q: 3 clusters Score -487040.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -487041.906250 Penalty: 4364.257812
	Iteration 91Q: 3 clusters Score -487041.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -487042.031250 Penalty: 4364.257812
	Iteration 92Q: 3 clusters Score -487042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -487043.250000 Penalty: 4364.257812
	Iteration 93Q: 3 clusters Score -487043.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -487045.656250 Penalty: 4364.257812
	Iteration 94Q: 3 clusters Score -487045.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -487046.312500 Penalty: 4364.257812
	Iteration 95Q: 3 clusters Score -487046.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -487046.437500 Penalty: 4364.257812
	Iteration 96Q: 3 clusters Score -487046.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -487046.437500 Penalty: 4364.257812
	Iteration 97F: 3 clusters Score -487046.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (116063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116063 members 
Entering Unmasked Estep 
Score: -8843780.000000 Penalty: 2892.148193
	Iteration 0F: 2 clusters Score -8843780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57947 members 
Mstep: Class 2 contains 58116 members 
Entering Unmasked Estep 
Score: -8766343.000000 Penalty: 5784.296387
	Iteration 0F: 3 clusters Score -8766343 nChanged 54919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58080 members 
Mstep: Class 2 contains 57983 members 
Entering Unmasked Estep 
Score: -8797659.000000 Penalty: 5784.296387
	Iteration 1F: 3 clusters Score -8797659 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57806 members 
Mstep: Class 2 contains 58257 members 
Entering Unmasked Estep 
Score: -8798394.000000 Penalty: 5784.296387
	Iteration 2Q: 3 clusters Score -8798394 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57321 members 
Mstep: Class 2 contains 58742 members 
Entering Unmasked Estep 
Score: -8799239.000000 Penalty: 5784.296387
	Iteration 3Q: 3 clusters Score -8799239 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56575 members 
Mstep: Class 2 contains 59488 members 
Entering Unmasked Estep 
Score: -8800085.000000 Penalty: 5784.296387
	Iteration 4Q: 3 clusters Score -8800085 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55491 members 
Mstep: Class 2 contains 60572 members 
Entering Unmasked Estep 
Score: -8801200.000000 Penalty: 5784.296387
	Iteration 5Q: 3 clusters Score -8801200 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 62197 members 
Entering Unmasked Estep 
Score: -8802598.000000 Penalty: 5784.296387
	Iteration 6Q: 3 clusters Score -8802598 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51498 members 
Mstep: Class 2 contains 64565 members 
Entering Unmasked Estep 
Score: -8804472.000000 Penalty: 5784.296387
	Iteration 7Q: 3 clusters Score -8804472 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 67780 members 
Entering Unmasked Estep 
Score: -8807382.000000 Penalty: 5784.296387
	Iteration 8Q: 3 clusters Score -8807382 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 71679 members 
Entering Unmasked Estep 
Score: -8811449.000000 Penalty: 5784.296387
	Iteration 9F: 3 clusters Score -8811449 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 75737 members 
Entering Unmasked Estep 
Score: -8816256.000000 Penalty: 5784.296387
	Iteration 10F: 3 clusters Score -8816256 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 79229 members 
Entering Unmasked Estep 
Score: -8820314.000000 Penalty: 5784.296387
	Iteration 11F: 3 clusters Score -8820314 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 82021 members 
Entering Unmasked Estep 
Score: -8822893.000000 Penalty: 5784.296387
	Iteration 12Q: 3 clusters Score -8822893 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 84398 members 
Entering Unmasked Estep 
Score: -8824459.000000 Penalty: 5784.296387
	Iteration 13Q: 3 clusters Score -8824459 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 86737 members 
Entering Unmasked Estep 
Score: -8825467.000000 Penalty: 5784.296387
	Iteration 14Q: 3 clusters Score -8825467 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 89197 members 
Entering Unmasked Estep 
Score: -8826471.000000 Penalty: 5784.296387
	Iteration 15Q: 3 clusters Score -8826471 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 91741 members 
Entering Unmasked Estep 
Score: -8827629.000000 Penalty: 5784.296387
	Iteration 16Q: 3 clusters Score -8827629 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 94366 members 
Entering Unmasked Estep 
Score: -8828753.000000 Penalty: 5784.296387
	Iteration 17Q: 3 clusters Score -8828753 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 96971 members 
Entering Unmasked Estep 
Score: -8830059.000000 Penalty: 5784.296387
	Iteration 18Q: 3 clusters Score -8830059 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 99554 members 
Entering Unmasked Estep 
Score: -8831458.000000 Penalty: 5784.296387
	Iteration 19Q: 3 clusters Score -8831458 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 102113 members 
Entering Unmasked Estep 
Score: -8832810.000000 Penalty: 5784.296387
	Iteration 20F: 3 clusters Score -8832810 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 104447 members 
Entering Unmasked Estep 
Score: -8834288.000000 Penalty: 5784.296387
	Iteration 21Q: 3 clusters Score -8834288 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 106609 members 
Entering Unmasked Estep 
Score: -8835654.000000 Penalty: 5784.296387
	Iteration 22Q: 3 clusters Score -8835654 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 108526 members 
Entering Unmasked Estep 
Score: -8836938.000000 Penalty: 5784.296387
	Iteration 23Q: 3 clusters Score -8836938 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 110188 members 
Entering Unmasked Estep 
Score: -8838037.000000 Penalty: 5784.296387
	Iteration 24Q: 3 clusters Score -8838037 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 111502 members 
Entering Unmasked Estep 
Score: -8838877.000000 Penalty: 5784.296387
	Iteration 25Q: 3 clusters Score -8838877 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 112526 members 
Entering Unmasked Estep 
Score: -8839645.000000 Penalty: 5784.296387
	Iteration 26Q: 3 clusters Score -8839645 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 113354 members 
Entering Unmasked Estep 
Score: -8840204.000000 Penalty: 5784.296387
	Iteration 27Q: 3 clusters Score -8840204 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 113909 members 
Entering Unmasked Estep 
Score: -8840604.000000 Penalty: 5784.296387
	Iteration 28Q: 3 clusters Score -8840604 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 114303 members 
Entering Unmasked Estep 
Score: -8840893.000000 Penalty: 5784.296387
	Iteration 29Q: 3 clusters Score -8840893 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 114559 members 
Entering Unmasked Estep 
Score: -8841126.000000 Penalty: 5784.296387
	Iteration 30Q: 3 clusters Score -8841126 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 114740 members 
Entering Unmasked Estep 
Score: -8841275.000000 Penalty: 5784.296387
	Iteration 31Q: 3 clusters Score -8841275 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 114856 members 
Entering Unmasked Estep 
Score: -8841367.000000 Penalty: 5784.296387
	Iteration 32Q: 3 clusters Score -8841367 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 114938 members 
Entering Unmasked Estep 
Score: -8841453.000000 Penalty: 5784.296387
	Iteration 33Q: 3 clusters Score -8841453 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 115001 members 
Entering Unmasked Estep 
Score: -8841525.000000 Penalty: 5784.296387
	Iteration 34Q: 3 clusters Score -8841525 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 115059 members 
Entering Unmasked Estep 
Score: -8841582.000000 Penalty: 5784.296387
	Iteration 35Q: 3 clusters Score -8841582 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 115083 members 
Entering Unmasked Estep 
Score: -8841621.000000 Penalty: 5784.296387
	Iteration 36Q: 3 clusters Score -8841621 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 115108 members 
Entering Unmasked Estep 
Score: -8841638.000000 Penalty: 5784.296387
	Iteration 37Q: 3 clusters Score -8841638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 115116 members 
Entering Unmasked Estep 
Score: -8841655.000000 Penalty: 5784.296387
	Iteration 38Q: 3 clusters Score -8841655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 115123 members 
Entering Unmasked Estep 
Score: -8841652.000000 Penalty: 5784.296387
	Iteration 39Q: 3 clusters Score -8841652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 115130 members 
Entering Unmasked Estep 
Score: -8841654.000000 Penalty: 5784.296387
	Iteration 40F: 3 clusters Score -8841654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 115133 members 
Entering Unmasked Estep 
Score: -8841671.000000 Penalty: 5784.296387
	Iteration 41Q: 3 clusters Score -8841671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 115130 members 
Entering Unmasked Estep 
Score: -8841666.000000 Penalty: 5784.296387
	Iteration 42Q: 3 clusters Score -8841666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 115130 members 
Entering Unmasked Estep 
Score: -8841667.000000 Penalty: 5784.296387
	Iteration 43Q: 3 clusters Score -8841667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 115128 members 
Entering Unmasked Estep 
Score: -8841667.000000 Penalty: 5784.296387
	Iteration 44Q: 3 clusters Score -8841667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 115132 members 
Entering Unmasked Estep 
Score: -8841685.000000 Penalty: 5784.296387
	Iteration 45Q: 3 clusters Score -8841685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 115140 members 
Entering Unmasked Estep 
Score: -8841682.000000 Penalty: 5784.296387
	Iteration 46Q: 3 clusters Score -8841682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 115143 members 
Entering Unmasked Estep 
Score: -8841683.000000 Penalty: 5784.296387
	Iteration 47Q: 3 clusters Score -8841683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 115147 members 
Entering Unmasked Estep 
Score: -8841691.000000 Penalty: 5784.296387
	Iteration 48Q: 3 clusters Score -8841691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 115149 members 
Entering Unmasked Estep 
Score: -8841695.000000 Penalty: 5784.296387
	Iteration 49Q: 3 clusters Score -8841695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 115148 members 
Entering Unmasked Estep 
Score: -8841697.000000 Penalty: 5784.296387
	Iteration 50Q: 3 clusters Score -8841697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 115148 members 
Entering Unmasked Estep 
Score: -8841697.000000 Penalty: 5784.296387
	Iteration 51F: 3 clusters Score -8841697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Entering Unmasked Estep 
Score: -78407.625000 Penalty: 1752.906616
	Iteration 0F: 2 clusters Score -78407.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -76347.570312 Penalty: 3505.813232
	Iteration 0F: 3 clusters Score -76347.57 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -76713.781250 Penalty: 3505.813232
	Iteration 1F: 3 clusters Score -76713.78 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -76854.234375 Penalty: 3505.813232
	Iteration 2F: 3 clusters Score -76854.23 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -76935.640625 Penalty: 3505.813232
	Iteration 3Q: 3 clusters Score -76935.64 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -77027.679688 Penalty: 3505.813232
	Iteration 4Q: 3 clusters Score -77027.68 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -77122.257812 Penalty: 3505.813232
	Iteration 5Q: 3 clusters Score -77122.26 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -77182.593750 Penalty: 3505.813232
	Iteration 6Q: 3 clusters Score -77182.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -77203.023438 Penalty: 3505.813232
	Iteration 7Q: 3 clusters Score -77203.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -77210.859375 Penalty: 3505.813232
	Iteration 8Q: 3 clusters Score -77210.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -77218.070312 Penalty: 3505.813232
	Iteration 9Q: 3 clusters Score -77218.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -77225.914062 Penalty: 3505.813232
	Iteration 10Q: 3 clusters Score -77225.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -77230.781250 Penalty: 3505.813232
	Iteration 11Q: 3 clusters Score -77230.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -77236.148438 Penalty: 3505.813232
	Iteration 12Q: 3 clusters Score -77236.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -77249.328125 Penalty: 3505.813232
	Iteration 13Q: 3 clusters Score -77249.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -77259.367188 Penalty: 3505.813232
	Iteration 14Q: 3 clusters Score -77259.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -77277.101562 Penalty: 3505.813232
	Iteration 15Q: 3 clusters Score -77277.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -77299.882812 Penalty: 3505.813232
	Iteration 16Q: 3 clusters Score -77299.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -77307.406250 Penalty: 3505.813232
	Iteration 17Q: 3 clusters Score -77307.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -77312.937500 Penalty: 3505.813232
	Iteration 18Q: 3 clusters Score -77312.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -77320.078125 Penalty: 3505.813232
	Iteration 19Q: 3 clusters Score -77320.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -77325.992188 Penalty: 3505.813232
	Iteration 20F: 3 clusters Score -77325.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -77331.546875 Penalty: 3505.813232
	Iteration 21Q: 3 clusters Score -77331.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -77349.351562 Penalty: 3505.813232
	Iteration 22Q: 3 clusters Score -77349.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -77367.257812 Penalty: 3505.813232
	Iteration 23Q: 3 clusters Score -77367.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -77400.562500 Penalty: 3505.813232
	Iteration 24Q: 3 clusters Score -77400.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -77428.273438 Penalty: 3505.813232
	Iteration 25Q: 3 clusters Score -77428.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -77451.289062 Penalty: 3505.813232
	Iteration 26Q: 3 clusters Score -77451.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -77457.921875 Penalty: 3505.813232
	Iteration 27Q: 3 clusters Score -77457.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -77462.312500 Penalty: 3505.813232
	Iteration 28Q: 3 clusters Score -77462.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -77465.796875 Penalty: 3505.813232
	Iteration 29Q: 3 clusters Score -77465.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -77478.757812 Penalty: 3505.813232
	Iteration 30Q: 3 clusters Score -77478.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -77487.562500 Penalty: 3505.813232
	Iteration 31Q: 3 clusters Score -77487.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -77496.789062 Penalty: 3505.813232
	Iteration 32Q: 3 clusters Score -77496.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -77511.671875 Penalty: 3505.813232
	Iteration 33Q: 3 clusters Score -77511.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -77516.078125 Penalty: 3505.813232
	Iteration 34Q: 3 clusters Score -77516.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -77519.671875 Penalty: 3505.813232
	Iteration 35Q: 3 clusters Score -77519.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -77522.070312 Penalty: 3505.813232
	Iteration 36Q: 3 clusters Score -77522.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -77525.070312 Penalty: 3505.813232
	Iteration 37Q: 3 clusters Score -77525.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -77526.140625 Penalty: 3505.813232
	Iteration 38Q: 3 clusters Score -77526.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -77531.414062 Penalty: 3505.813232
	Iteration 39Q: 3 clusters Score -77531.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -77532.062500 Penalty: 3505.813232
	Iteration 40F: 3 clusters Score -77532.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -77535.773438 Penalty: 3505.813232
	Iteration 41Q: 3 clusters Score -77535.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -77552.960938 Penalty: 3505.813232
	Iteration 42Q: 3 clusters Score -77552.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -77566.695312 Penalty: 3505.813232
	Iteration 43Q: 3 clusters Score -77566.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -77582.375000 Penalty: 3505.813232
	Iteration 44Q: 3 clusters Score -77582.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -77597.062500 Penalty: 3505.813232
	Iteration 45Q: 3 clusters Score -77597.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -77613.304688 Penalty: 3505.813232
	Iteration 46Q: 3 clusters Score -77613.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -77626.281250 Penalty: 3505.813232
	Iteration 47Q: 3 clusters Score -77626.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -77639.351562 Penalty: 3505.813232
	Iteration 48Q: 3 clusters Score -77639.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -77662.031250 Penalty: 3505.813232
	Iteration 49Q: 3 clusters Score -77662.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -77678.000000 Penalty: 3505.813232
	Iteration 50Q: 3 clusters Score -77678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -77694.742188 Penalty: 3505.813232
	Iteration 51Q: 3 clusters Score -77694.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -77711.914062 Penalty: 3505.813232
	Iteration 52Q: 3 clusters Score -77711.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -77719.171875 Penalty: 3505.813232
	Iteration 53Q: 3 clusters Score -77719.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -77722.742188 Penalty: 3505.813232
	Iteration 54Q: 3 clusters Score -77722.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -77725.632812 Penalty: 3505.813232
	Iteration 55Q: 3 clusters Score -77725.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -77730.914062 Penalty: 3505.813232
	Iteration 56Q: 3 clusters Score -77730.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -77737.062500 Penalty: 3505.813232
	Iteration 57Q: 3 clusters Score -77737.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -77742.484375 Penalty: 3505.813232
	Iteration 58Q: 3 clusters Score -77742.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -77743.773438 Penalty: 3505.813232
	Iteration 59Q: 3 clusters Score -77743.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -77748.140625 Penalty: 3505.813232
	Iteration 60F: 3 clusters Score -77748.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -77753.437500 Penalty: 3505.813232
	Iteration 61Q: 3 clusters Score -77753.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -77756.437500 Penalty: 3505.813232
	Iteration 62Q: 3 clusters Score -77756.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -77757.914062 Penalty: 3505.813232
	Iteration 63Q: 3 clusters Score -77757.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -77757.914062 Penalty: 3505.813232
	Iteration 64F: 3 clusters Score -77757.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (132305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132305 members 
Entering Unmasked Estep 
Score: -10102590.000000 Penalty: 2924.630371
	Iteration 0F: 2 clusters Score -1.010259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66031 members 
Mstep: Class 2 contains 66274 members 
Entering Unmasked Estep 
Score: -10014106.000000 Penalty: 5849.260742
	Iteration 0F: 3 clusters Score -1.001411e+07 nChanged 62936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64789 members 
Mstep: Class 2 contains 67516 members 
Entering Unmasked Estep 
Score: -10050350.000000 Penalty: 5849.260742
	Iteration 1F: 3 clusters Score -1.005035e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63898 members 
Mstep: Class 2 contains 68407 members 
Entering Unmasked Estep 
Score: -10051234.000000 Penalty: 5849.260742
	Iteration 2Q: 3 clusters Score -1.005123e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62433 members 
Mstep: Class 2 contains 69872 members 
Entering Unmasked Estep 
Score: -10052212.000000 Penalty: 5849.260742
	Iteration 3Q: 3 clusters Score -1.005221e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60186 members 
Mstep: Class 2 contains 72119 members 
Entering Unmasked Estep 
Score: -10053642.000000 Penalty: 5849.260742
	Iteration 4Q: 3 clusters Score -1.005364e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56805 members 
Mstep: Class 2 contains 75500 members 
Entering Unmasked Estep 
Score: -10055789.000000 Penalty: 5849.260742
	Iteration 5Q: 3 clusters Score -1.005579e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 80370 members 
Entering Unmasked Estep 
Score: -10059094.000000 Penalty: 5849.260742
	Iteration 6Q: 3 clusters Score -1.005909e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 86845 members 
Entering Unmasked Estep 
Score: -10063966.000000 Penalty: 5849.260742
	Iteration 7F: 3 clusters Score -1.006397e+07 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 94557 members 
Entering Unmasked Estep 
Score: -10070465.000000 Penalty: 5849.260742
	Iteration 8F: 3 clusters Score -1.007046e+07 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 102491 members 
Entering Unmasked Estep 
Score: -10077925.000000 Penalty: 5849.260742
	Iteration 9F: 3 clusters Score -1.007792e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 109151 members 
Entering Unmasked Estep 
Score: -10084307.000000 Penalty: 5849.260742
	Iteration 10F: 3 clusters Score -1.008431e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 114104 members 
Entering Unmasked Estep 
Score: -10088861.000000 Penalty: 5849.260742
	Iteration 11Q: 3 clusters Score -1.008886e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 117697 members 
Entering Unmasked Estep 
Score: -10091835.000000 Penalty: 5849.260742
	Iteration 12Q: 3 clusters Score -1.009184e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 120463 members 
Entering Unmasked Estep 
Score: -10093732.000000 Penalty: 5849.260742
	Iteration 13Q: 3 clusters Score -1.009373e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 122646 members 
Entering Unmasked Estep 
Score: -10095060.000000 Penalty: 5849.260742
	Iteration 14Q: 3 clusters Score -1.009506e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 124411 members 
Entering Unmasked Estep 
Score: -10096133.000000 Penalty: 5849.260742
	Iteration 15Q: 3 clusters Score -1.009613e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 125927 members 
Entering Unmasked Estep 
Score: -10097075.000000 Penalty: 5849.260742
	Iteration 16Q: 3 clusters Score -1.009708e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 127124 members 
Entering Unmasked Estep 
Score: -10097635.000000 Penalty: 5849.260742
	Iteration 17Q: 3 clusters Score -1.009764e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 128092 members 
Entering Unmasked Estep 
Score: -10098197.000000 Penalty: 5849.260742
	Iteration 18Q: 3 clusters Score -1.00982e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 128850 members 
Entering Unmasked Estep 
Score: -10098558.000000 Penalty: 5849.260742
	Iteration 19Q: 3 clusters Score -1.009856e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 129471 members 
Entering Unmasked Estep 
Score: -10098903.000000 Penalty: 5849.260742
	Iteration 20F: 3 clusters Score -1.00989e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 129937 members 
Entering Unmasked Estep 
Score: -10099158.000000 Penalty: 5849.260742
	Iteration 21Q: 3 clusters Score -1.009916e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 130303 members 
Entering Unmasked Estep 
Score: -10099354.000000 Penalty: 5849.260742
	Iteration 22Q: 3 clusters Score -1.009935e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 130558 members 
Entering Unmasked Estep 
Score: -10099499.000000 Penalty: 5849.260742
	Iteration 23Q: 3 clusters Score -1.00995e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 130764 members 
Entering Unmasked Estep 
Score: -10099584.000000 Penalty: 5849.260742
	Iteration 24Q: 3 clusters Score -1.009958e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 130925 members 
Entering Unmasked Estep 
Score: -10099633.000000 Penalty: 5849.260742
	Iteration 25Q: 3 clusters Score -1.009963e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 131053 members 
Entering Unmasked Estep 
Score: -10099719.000000 Penalty: 5849.260742
	Iteration 26Q: 3 clusters Score -1.009972e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 131151 members 
Entering Unmasked Estep 
Score: -10099777.000000 Penalty: 5849.260742
	Iteration 27Q: 3 clusters Score -1.009978e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 131240 members 
Entering Unmasked Estep 
Score: -10099815.000000 Penalty: 5849.260742
	Iteration 28Q: 3 clusters Score -1.009982e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 131310 members 
Entering Unmasked Estep 
Score: -10099835.000000 Penalty: 5849.260742
	Iteration 29Q: 3 clusters Score -1.009984e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 131371 members 
Entering Unmasked Estep 
Score: -10099861.000000 Penalty: 5849.260742
	Iteration 30Q: 3 clusters Score -1.009986e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 131416 members 
Entering Unmasked Estep 
Score: -10099884.000000 Penalty: 5849.260742
	Iteration 31Q: 3 clusters Score -1.009988e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 131461 members 
Entering Unmasked Estep 
Score: -10099912.000000 Penalty: 5849.260742
	Iteration 32Q: 3 clusters Score -1.009991e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 131495 members 
Entering Unmasked Estep 
Score: -10099941.000000 Penalty: 5849.260742
	Iteration 33Q: 3 clusters Score -1.009994e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 131527 members 
Entering Unmasked Estep 
Score: -10099968.000000 Penalty: 5849.260742
	Iteration 34Q: 3 clusters Score -1.009997e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 131554 members 
Entering Unmasked Estep 
Score: -10099997.000000 Penalty: 5849.260742
	Iteration 35Q: 3 clusters Score -1.01e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 131574 members 
Entering Unmasked Estep 
Score: -10100007.000000 Penalty: 5849.260742
	Iteration 36Q: 3 clusters Score -1.010001e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 131587 members 
Entering Unmasked Estep 
Score: -10100016.000000 Penalty: 5849.260742
	Iteration 37Q: 3 clusters Score -1.010002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 131597 members 
Entering Unmasked Estep 
Score: -10100014.000000 Penalty: 5849.260742
	Iteration 38Q: 3 clusters Score -1.010001e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 131606 members 
Entering Unmasked Estep 
Score: -10100021.000000 Penalty: 5849.260742
	Iteration 39Q: 3 clusters Score -1.010002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 131610 members 
Entering Unmasked Estep 
Score: -10100031.000000 Penalty: 5849.260742
	Iteration 40F: 3 clusters Score -1.010003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 131615 members 
Entering Unmasked Estep 
Score: -10100028.000000 Penalty: 5849.260742
	Iteration 41Q: 3 clusters Score -1.010003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 131619 members 
Entering Unmasked Estep 
Score: -10100036.000000 Penalty: 5849.260742
	Iteration 42Q: 3 clusters Score -1.010004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 131626 members 
Entering Unmasked Estep 
Score: -10100048.000000 Penalty: 5849.260742
	Iteration 43Q: 3 clusters Score -1.010005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 131628 members 
Entering Unmasked Estep 
Score: -10100051.000000 Penalty: 5849.260742
	Iteration 44Q: 3 clusters Score -1.010005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 131631 members 
Entering Unmasked Estep 
Score: -10100051.000000 Penalty: 5849.260742
	Iteration 45Q: 3 clusters Score -1.010005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 131635 members 
Entering Unmasked Estep 
Score: -10100051.000000 Penalty: 5849.260742
	Iteration 46Q: 3 clusters Score -1.010005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 131637 members 
Entering Unmasked Estep 
Score: -10100053.000000 Penalty: 5849.260742
	Iteration 47Q: 3 clusters Score -1.010005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 131639 members 
Entering Unmasked Estep 
Score: -10100058.000000 Penalty: 5849.260742
	Iteration 48Q: 3 clusters Score -1.010006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 131639 members 
Entering Unmasked Estep 
Score: -10100058.000000 Penalty: 5849.260742
	Iteration 49F: 3 clusters Score -1.010006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (35124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Entering Unmasked Estep 
Score: -2315934.250000 Penalty: 2595.726562
	Iteration 0F: 2 clusters Score -2315934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2292118.750000 Penalty: 5191.453125
	Iteration 0F: 3 clusters Score -2292119 nChanged 15974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2301116.500000 Penalty: 5191.453125
	Iteration 1F: 3 clusters Score -2301116 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2301848.250000 Penalty: 5191.453125
	Iteration 2F: 3 clusters Score -2301848 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2302524.250000 Penalty: 5191.453125
	Iteration 3Q: 3 clusters Score -2302524 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2303254.500000 Penalty: 5191.453125
	Iteration 4Q: 3 clusters Score -2303254 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -2304116.000000 Penalty: 5191.453125
	Iteration 5Q: 3 clusters Score -2304116 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -2304914.500000 Penalty: 5191.453125
	Iteration 6Q: 3 clusters Score -2304914 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2305553.000000 Penalty: 5191.453125
	Iteration 7Q: 3 clusters Score -2305553 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -2306018.000000 Penalty: 5191.453125
	Iteration 8Q: 3 clusters Score -2306018 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2306443.250000 Penalty: 5191.453125
	Iteration 9Q: 3 clusters Score -2306443 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -2306905.000000 Penalty: 5191.453125
	Iteration 10Q: 3 clusters Score -2306905 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2307292.250000 Penalty: 5191.453125
	Iteration 11Q: 3 clusters Score -2307292 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2307681.000000 Penalty: 5191.453125
	Iteration 12Q: 3 clusters Score -2307681 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2308070.500000 Penalty: 5191.453125
	Iteration 13Q: 3 clusters Score -2308070 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2308466.500000 Penalty: 5191.453125
	Iteration 14Q: 3 clusters Score -2308466 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2308864.000000 Penalty: 5191.453125
	Iteration 15Q: 3 clusters Score -2308864 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2309279.250000 Penalty: 5191.453125
	Iteration 16Q: 3 clusters Score -2309279 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2309635.500000 Penalty: 5191.453125
	Iteration 17Q: 3 clusters Score -2309636 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2309940.750000 Penalty: 5191.453125
	Iteration 18Q: 3 clusters Score -2309941 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2310140.000000 Penalty: 5191.453125
	Iteration 19Q: 3 clusters Score -2310140 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2310275.750000 Penalty: 5191.453125
	Iteration 20F: 3 clusters Score -2310276 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2310392.250000 Penalty: 5191.453125
	Iteration 21Q: 3 clusters Score -2310392 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2310468.250000 Penalty: 5191.453125
	Iteration 22Q: 3 clusters Score -2310468 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2310526.500000 Penalty: 5191.453125
	Iteration 23Q: 3 clusters Score -2310526 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2310573.500000 Penalty: 5191.453125
	Iteration 24Q: 3 clusters Score -2310574 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2310614.750000 Penalty: 5191.453125
	Iteration 25Q: 3 clusters Score -2310615 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2310655.000000 Penalty: 5191.453125
	Iteration 26Q: 3 clusters Score -2310655 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2310701.250000 Penalty: 5191.453125
	Iteration 27Q: 3 clusters Score -2310701 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2310736.750000 Penalty: 5191.453125
	Iteration 28Q: 3 clusters Score -2310737 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2310766.500000 Penalty: 5191.453125
	Iteration 29Q: 3 clusters Score -2310766 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2310786.250000 Penalty: 5191.453125
	Iteration 30Q: 3 clusters Score -2310786 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2310810.250000 Penalty: 5191.453125
	Iteration 31Q: 3 clusters Score -2310810 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2310838.250000 Penalty: 5191.453125
	Iteration 32Q: 3 clusters Score -2310838 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2310860.500000 Penalty: 5191.453125
	Iteration 33Q: 3 clusters Score -2310860 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 15653 members 
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Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 15504 members 
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Mstep: Class 2 contains 15342 members 
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Mstep: Class 2 contains 15146 members 
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Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 14598 members 
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	Iteration 80F: 3 clusters Score -2314673 nChanged 83
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	Iteration 84Q: 3 clusters Score -2314738 nChanged 50
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	Iteration 86Q: 3 clusters Score -2314752 nChanged 29
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	Iteration 87Q: 3 clusters Score -2314760 nChanged 29
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	Iteration 88Q: 3 clusters Score -2314764 nChanged 20
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	Iteration 94Q: 3 clusters Score -2314792 nChanged 9
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	Iteration 97Q: 3 clusters Score -2314800 nChanged 12
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	Iteration 98Q: 3 clusters Score -2314798 nChanged 5
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	Iteration 99Q: 3 clusters Score -2314801 nChanged 3
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	Iteration 100F: 3 clusters Score -2314798 nChanged 6
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	Iteration 101Q: 3 clusters Score -2314799 nChanged 8
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	Iteration 102Q: 3 clusters Score -2314798 nChanged 8
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	Iteration 103Q: 3 clusters Score -2314803 nChanged 10
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	Iteration 105Q: 3 clusters Score -2314804 nChanged 9
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	Iteration 106Q: 3 clusters Score -2314803 nChanged 6
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	Iteration 107Q: 3 clusters Score -2314803 nChanged 7
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	Iteration 108Q: 3 clusters Score -2314806 nChanged 8
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	Iteration 109Q: 3 clusters Score -2314812 nChanged 4
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	Iteration 110Q: 3 clusters Score -2314810 nChanged 6
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	Iteration 111Q: 3 clusters Score -2314814 nChanged 7
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	Iteration 112Q: 3 clusters Score -2314814 nChanged 5
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	Iteration 113Q: 3 clusters Score -2314816 nChanged 4
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	Iteration 114Q: 3 clusters Score -2314820 nChanged 3
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	Iteration 115Q: 3 clusters Score -2314816 nChanged 3
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	Iteration 116Q: 3 clusters Score -2314818 nChanged 3
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	Iteration 117Q: 3 clusters Score -2314819 nChanged 1
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	Iteration 118Q: 3 clusters Score -2314818 nChanged 3
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	Iteration 119Q: 3 clusters Score -2314818 nChanged 2
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	Iteration 120F: 3 clusters Score -2314818 nChanged 2
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	Iteration 121Q: 3 clusters Score -2314820 nChanged 3
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	Iteration 122Q: 3 clusters Score -2314823 nChanged 5
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	Iteration 123Q: 3 clusters Score -2314821 nChanged 1
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	Iteration 124Q: 3 clusters Score -2314822 nChanged 1
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	Iteration 125Q: 3 clusters Score -2314821 nChanged 1
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	Iteration 126Q: 3 clusters Score -2314823 nChanged 4
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	Iteration 127Q: 3 clusters Score -2314826 nChanged 4
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Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2314823.500000 Penalty: 5191.453125
	Iteration 128Q: 3 clusters Score -2314824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2314822.000000 Penalty: 5191.453125
	Iteration 129Q: 3 clusters Score -2314822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2314821.750000 Penalty: 5191.453125
	Iteration 130Q: 3 clusters Score -2314822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2314821.750000 Penalty: 5191.453125
	Iteration 131F: 3 clusters Score -2314822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Entering Unmasked Estep 
Score: -219565.890625 Penalty: 1986.651489
	Iteration 0F: 2 clusters Score -219565.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -216271.312500 Penalty: 3973.302979
	Iteration 0F: 3 clusters Score -216271.3 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -216980.921875 Penalty: 3973.302979
	Iteration 1F: 3 clusters Score -216980.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -217111.453125 Penalty: 3973.302979
	Iteration 2F: 3 clusters Score -217111.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -217173.093750 Penalty: 3973.302979
	Iteration 3Q: 3 clusters Score -217173.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -217221.421875 Penalty: 3973.302979
	Iteration 4Q: 3 clusters Score -217221.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -217261.750000 Penalty: 3973.302979
	Iteration 5Q: 3 clusters Score -217261.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -217296.062500 Penalty: 3973.302979
	Iteration 6Q: 3 clusters Score -217296.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -217328.593750 Penalty: 3973.302979
	Iteration 7Q: 3 clusters Score -217328.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -217371.437500 Penalty: 3973.302979
	Iteration 8Q: 3 clusters Score -217371.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -217409.281250 Penalty: 3973.302979
	Iteration 9Q: 3 clusters Score -217409.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -217436.093750 Penalty: 3973.302979
	Iteration 10Q: 3 clusters Score -217436.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -217457.609375 Penalty: 3973.302979
	Iteration 11Q: 3 clusters Score -217457.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -217484.750000 Penalty: 3973.302979
	Iteration 12Q: 3 clusters Score -217484.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -217502.078125 Penalty: 3973.302979
	Iteration 13Q: 3 clusters Score -217502.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -217522.406250 Penalty: 3973.302979
	Iteration 14Q: 3 clusters Score -217522.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -217548.109375 Penalty: 3973.302979
	Iteration 15Q: 3 clusters Score -217548.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -217573.625000 Penalty: 3973.302979
	Iteration 16Q: 3 clusters Score -217573.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -217601.765625 Penalty: 3973.302979
	Iteration 17Q: 3 clusters Score -217601.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -217629.875000 Penalty: 3973.302979
	Iteration 18Q: 3 clusters Score -217629.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -217657.406250 Penalty: 3973.302979
	Iteration 19Q: 3 clusters Score -217657.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -217677.750000 Penalty: 3973.302979
	Iteration 20F: 3 clusters Score -217677.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -217693.562500 Penalty: 3973.302979
	Iteration 21Q: 3 clusters Score -217693.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -217707.875000 Penalty: 3973.302979
	Iteration 22Q: 3 clusters Score -217707.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -217725.375000 Penalty: 3973.302979
	Iteration 23Q: 3 clusters Score -217725.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -217742.250000 Penalty: 3973.302979
	Iteration 24Q: 3 clusters Score -217742.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -217760.140625 Penalty: 3973.302979
	Iteration 25Q: 3 clusters Score -217760.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -217780.750000 Penalty: 3973.302979
	Iteration 26Q: 3 clusters Score -217780.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -217800.546875 Penalty: 3973.302979
	Iteration 27Q: 3 clusters Score -217800.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -217816.718750 Penalty: 3973.302979
	Iteration 28Q: 3 clusters Score -217816.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -217837.437500 Penalty: 3973.302979
	Iteration 29Q: 3 clusters Score -217837.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -217852.890625 Penalty: 3973.302979
	Iteration 30Q: 3 clusters Score -217852.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -217863.343750 Penalty: 3973.302979
	Iteration 31Q: 3 clusters Score -217863.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -217870.265625 Penalty: 3973.302979
	Iteration 32Q: 3 clusters Score -217870.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -217875.640625 Penalty: 3973.302979
	Iteration 33Q: 3 clusters Score -217875.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -217881.609375 Penalty: 3973.302979
	Iteration 34Q: 3 clusters Score -217881.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -217887.703125 Penalty: 3973.302979
	Iteration 35Q: 3 clusters Score -217887.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -217894.109375 Penalty: 3973.302979
	Iteration 36Q: 3 clusters Score -217894.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -217904.921875 Penalty: 3973.302979
	Iteration 37Q: 3 clusters Score -217904.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -217912.687500 Penalty: 3973.302979
	Iteration 38Q: 3 clusters Score -217912.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -217918.062500 Penalty: 3973.302979
	Iteration 39Q: 3 clusters Score -217918.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -217920.484375 Penalty: 3973.302979
	Iteration 40F: 3 clusters Score -217920.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -217923.921875 Penalty: 3973.302979
	Iteration 41Q: 3 clusters Score -217923.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -217925.015625 Penalty: 3973.302979
	Iteration 42Q: 3 clusters Score -217925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -217926.609375 Penalty: 3973.302979
	Iteration 43Q: 3 clusters Score -217926.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -217927.937500 Penalty: 3973.302979
	Iteration 44Q: 3 clusters Score -217927.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -217928.546875 Penalty: 3973.302979
	Iteration 45Q: 3 clusters Score -217928.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -217928.843750 Penalty: 3973.302979
	Iteration 46Q: 3 clusters Score -217928.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -217928.843750 Penalty: 3973.302979
	Iteration 47F: 3 clusters Score -217928.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Entering Unmasked Estep 
Score: -123520.351562 Penalty: 1854.726318
	Iteration 0F: 2 clusters Score -123520.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -121048.687500 Penalty: 3709.452637
	Iteration 0F: 3 clusters Score -121048.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -121537.539062 Penalty: 3709.452637
	Iteration 1F: 3 clusters Score -121537.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -121720.609375 Penalty: 3709.452637
	Iteration 2F: 3 clusters Score -121720.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -121800.648438 Penalty: 3709.452637
	Iteration 3Q: 3 clusters Score -121800.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -121855.062500 Penalty: 3709.452637
	Iteration 4Q: 3 clusters Score -121855.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -121897.085938 Penalty: 3709.452637
	Iteration 5Q: 3 clusters Score -121897.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -121927.671875 Penalty: 3709.452637
	Iteration 6Q: 3 clusters Score -121927.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -121948.179688 Penalty: 3709.452637
	Iteration 7Q: 3 clusters Score -121948.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -121963.023438 Penalty: 3709.452637
	Iteration 8Q: 3 clusters Score -121963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -121976.953125 Penalty: 3709.452637
	Iteration 9Q: 3 clusters Score -121977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -121991.242188 Penalty: 3709.452637
	Iteration 10Q: 3 clusters Score -121991.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -122001.656250 Penalty: 3709.452637
	Iteration 11Q: 3 clusters Score -122001.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -122008.625000 Penalty: 3709.452637
	Iteration 12Q: 3 clusters Score -122008.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -122019.593750 Penalty: 3709.452637
	Iteration 13Q: 3 clusters Score -122019.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -122031.617188 Penalty: 3709.452637
	Iteration 14Q: 3 clusters Score -122031.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -122047.726562 Penalty: 3709.452637
	Iteration 15Q: 3 clusters Score -122047.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -122070.171875 Penalty: 3709.452637
	Iteration 16Q: 3 clusters Score -122070.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -122097.906250 Penalty: 3709.452637
	Iteration 17Q: 3 clusters Score -122097.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -122120.140625 Penalty: 3709.452637
	Iteration 18Q: 3 clusters Score -122120.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -122137.218750 Penalty: 3709.452637
	Iteration 19Q: 3 clusters Score -122137.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -122150.804688 Penalty: 3709.452637
	Iteration 20F: 3 clusters Score -122150.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -122162.117188 Penalty: 3709.452637
	Iteration 21Q: 3 clusters Score -122162.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -122169.437500 Penalty: 3709.452637
	Iteration 22Q: 3 clusters Score -122169.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -122178.234375 Penalty: 3709.452637
	Iteration 23Q: 3 clusters Score -122178.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -122196.460938 Penalty: 3709.452637
	Iteration 24Q: 3 clusters Score -122196.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -122218.734375 Penalty: 3709.452637
	Iteration 25Q: 3 clusters Score -122218.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -122239.906250 Penalty: 3709.452637
	Iteration 26Q: 3 clusters Score -122239.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -122259.867188 Penalty: 3709.452637
	Iteration 27Q: 3 clusters Score -122259.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -122280.945312 Penalty: 3709.452637
	Iteration 28Q: 3 clusters Score -122280.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -122289.937500 Penalty: 3709.452637
	Iteration 29Q: 3 clusters Score -122289.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -122294.687500 Penalty: 3709.452637
	Iteration 30Q: 3 clusters Score -122294.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -122298.789062 Penalty: 3709.452637
	Iteration 31Q: 3 clusters Score -122298.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -122302.500000 Penalty: 3709.452637
	Iteration 32Q: 3 clusters Score -122302.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -122305.937500 Penalty: 3709.452637
	Iteration 33Q: 3 clusters Score -122305.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -122308.226562 Penalty: 3709.452637
	Iteration 34Q: 3 clusters Score -122308.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -122308.226562 Penalty: 3709.452637
	Iteration 35F: 3 clusters Score -122308.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Entering Unmasked Estep 
Score: -727604.062500 Penalty: 2275.970459
	Iteration 0F: 2 clusters Score -727604.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -720220.875000 Penalty: 4551.940918
	Iteration 0F: 3 clusters Score -720220.9 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -722254.562500 Penalty: 4551.940918
	Iteration 1F: 3 clusters Score -722254.6 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -722577.250000 Penalty: 4551.940918
	Iteration 2F: 3 clusters Score -722577.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -722854.000000 Penalty: 4551.940918
	Iteration 3F: 3 clusters Score -722854 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -723114.937500 Penalty: 4551.940918
	Iteration 4Q: 3 clusters Score -723114.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -723403.625000 Penalty: 4551.940918
	Iteration 5Q: 3 clusters Score -723403.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -723750.562500 Penalty: 4551.940918
	Iteration 6Q: 3 clusters Score -723750.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -724118.125000 Penalty: 4551.940918
	Iteration 7Q: 3 clusters Score -724118.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -724449.750000 Penalty: 4551.940918
	Iteration 8Q: 3 clusters Score -724449.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -724735.750000 Penalty: 4551.940918
	Iteration 9Q: 3 clusters Score -724735.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -724984.000000 Penalty: 4551.940918
	Iteration 10Q: 3 clusters Score -724984 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -725199.937500 Penalty: 4551.940918
	Iteration 11Q: 3 clusters Score -725199.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -725387.875000 Penalty: 4551.940918
	Iteration 12Q: 3 clusters Score -725387.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -725562.062500 Penalty: 4551.940918
	Iteration 13Q: 3 clusters Score -725562.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -725730.312500 Penalty: 4551.940918
	Iteration 14Q: 3 clusters Score -725730.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -725860.750000 Penalty: 4551.940918
	Iteration 15Q: 3 clusters Score -725860.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -725953.625000 Penalty: 4551.940918
	Iteration 16Q: 3 clusters Score -725953.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -726015.500000 Penalty: 4551.940918
	Iteration 17Q: 3 clusters Score -726015.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -726064.875000 Penalty: 4551.940918
	Iteration 18Q: 3 clusters Score -726064.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -726112.187500 Penalty: 4551.940918
	Iteration 19Q: 3 clusters Score -726112.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -726155.750000 Penalty: 4551.940918
	Iteration 20F: 3 clusters Score -726155.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -726197.187500 Penalty: 4551.940918
	Iteration 21Q: 3 clusters Score -726197.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -726237.312500 Penalty: 4551.940918
	Iteration 22Q: 3 clusters Score -726237.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -726274.750000 Penalty: 4551.940918
	Iteration 23Q: 3 clusters Score -726274.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -726302.562500 Penalty: 4551.940918
	Iteration 24Q: 3 clusters Score -726302.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -726320.562500 Penalty: 4551.940918
	Iteration 25Q: 3 clusters Score -726320.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -726337.000000 Penalty: 4551.940918
	Iteration 26Q: 3 clusters Score -726337 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -726351.812500 Penalty: 4551.940918
	Iteration 27Q: 3 clusters Score -726351.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -726361.562500 Penalty: 4551.940918
	Iteration 28Q: 3 clusters Score -726361.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -726369.125000 Penalty: 4551.940918
	Iteration 29Q: 3 clusters Score -726369.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -726379.250000 Penalty: 4551.940918
	Iteration 30Q: 3 clusters Score -726379.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -726385.500000 Penalty: 4551.940918
	Iteration 31Q: 3 clusters Score -726385.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -726391.500000 Penalty: 4551.940918
	Iteration 32Q: 3 clusters Score -726391.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -726397.312500 Penalty: 4551.940918
	Iteration 33Q: 3 clusters Score -726397.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -726396.937500 Penalty: 4551.940918
	Iteration 34Q: 3 clusters Score -726396.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -726398.312500 Penalty: 4551.940918
	Iteration 35Q: 3 clusters Score -726398.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -726399.562500 Penalty: 4551.940918
	Iteration 36Q: 3 clusters Score -726399.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -726403.562500 Penalty: 4551.940918
	Iteration 37Q: 3 clusters Score -726403.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -726402.187500 Penalty: 4551.940918
	Iteration 38Q: 3 clusters Score -726402.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -726401.750000 Penalty: 4551.940918
	Iteration 39Q: 3 clusters Score -726401.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -726404.062500 Penalty: 4551.940918
	Iteration 40F: 3 clusters Score -726404.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -726405.500000 Penalty: 4551.940918
	Iteration 41Q: 3 clusters Score -726405.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -726405.312500 Penalty: 4551.940918
	Iteration 42Q: 3 clusters Score -726405.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -726404.625000 Penalty: 4551.940918
	Iteration 43Q: 3 clusters Score -726404.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -726404.625000 Penalty: 4551.940918
	Iteration 44F: 3 clusters Score -726404.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -60499.398438 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -60499.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -58685.792969 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -58685.79 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -58932.976562 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -58932.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -58986.472656 Penalty: 3346.220459
	Iteration 2Q: 3 clusters Score -58986.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -59007.722656 Penalty: 3346.220459
	Iteration 3Q: 3 clusters Score -59007.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -59023.433594 Penalty: 3346.220459
	Iteration 4Q: 3 clusters Score -59023.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -59039.996094 Penalty: 3346.220459
	Iteration 5Q: 3 clusters Score -59040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -59061.828125 Penalty: 3346.220459
	Iteration 6Q: 3 clusters Score -59061.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -59069.628906 Penalty: 3346.220459
	Iteration 7Q: 3 clusters Score -59069.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -59073.628906 Penalty: 3346.220459
	Iteration 8Q: 3 clusters Score -59073.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -59076.574219 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -59076.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -59079.261719 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -59079.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -59080.003906 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -59080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -59081.257812 Penalty: 3346.220459
	Iteration 12Q: 3 clusters Score -59081.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -59082.343750 Penalty: 3346.220459
	Iteration 13Q: 3 clusters Score -59082.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -59084.308594 Penalty: 3346.220459
	Iteration 14Q: 3 clusters Score -59084.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -59084.832031 Penalty: 3346.220459
	Iteration 15Q: 3 clusters Score -59084.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -59084.832031 Penalty: 3346.220459
	Iteration 16F: 3 clusters Score -59084.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Entering Unmasked Estep 
Score: -94470.031250 Penalty: 1787.365479
	Iteration 0F: 2 clusters Score -94470.03 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 651 members 
Entering Unmasked Estep 
Score: -92294.046875 Penalty: 3574.730957
	Iteration 0F: 3 clusters Score -92294.05 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -92609.484375 Penalty: 3574.730957
	Iteration 1F: 3 clusters Score -92609.48 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -92739.171875 Penalty: 3574.730957
	Iteration 2F: 3 clusters Score -92739.17 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -92830.546875 Penalty: 3574.730957
	Iteration 3Q: 3 clusters Score -92830.55 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -92909.828125 Penalty: 3574.730957
	Iteration 4Q: 3 clusters Score -92909.83 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -92972.492188 Penalty: 3574.730957
	Iteration 5Q: 3 clusters Score -92972.49 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -93020.968750 Penalty: 3574.730957
	Iteration 6Q: 3 clusters Score -93020.97 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -93061.578125 Penalty: 3574.730957
	Iteration 7Q: 3 clusters Score -93061.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -93088.781250 Penalty: 3574.730957
	Iteration 8Q: 3 clusters Score -93088.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -93116.164062 Penalty: 3574.730957
	Iteration 9Q: 3 clusters Score -93116.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -93133.804688 Penalty: 3574.730957
	Iteration 10Q: 3 clusters Score -93133.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -93151.812500 Penalty: 3574.730957
	Iteration 11Q: 3 clusters Score -93151.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -93175.687500 Penalty: 3574.730957
	Iteration 12Q: 3 clusters Score -93175.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -93191.757812 Penalty: 3574.730957
	Iteration 13Q: 3 clusters Score -93191.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -93207.945312 Penalty: 3574.730957
	Iteration 14Q: 3 clusters Score -93207.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -93222.312500 Penalty: 3574.730957
	Iteration 15Q: 3 clusters Score -93222.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -93235.789062 Penalty: 3574.730957
	Iteration 16Q: 3 clusters Score -93235.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -93249.851562 Penalty: 3574.730957
	Iteration 17Q: 3 clusters Score -93249.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -93266.796875 Penalty: 3574.730957
	Iteration 18Q: 3 clusters Score -93266.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -93278.273438 Penalty: 3574.730957
	Iteration 19Q: 3 clusters Score -93278.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -93289.351562 Penalty: 3574.730957
	Iteration 20F: 3 clusters Score -93289.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -93298.828125 Penalty: 3574.730957
	Iteration 21Q: 3 clusters Score -93298.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -93314.531250 Penalty: 3574.730957
	Iteration 22Q: 3 clusters Score -93314.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -93329.648438 Penalty: 3574.730957
	Iteration 23Q: 3 clusters Score -93329.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -93355.273438 Penalty: 3574.730957
	Iteration 24Q: 3 clusters Score -93355.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -93372.312500 Penalty: 3574.730957
	Iteration 25Q: 3 clusters Score -93372.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -93379.296875 Penalty: 3574.730957
	Iteration 26Q: 3 clusters Score -93379.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -93381.164062 Penalty: 3574.730957
	Iteration 27Q: 3 clusters Score -93381.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -93382.953125 Penalty: 3574.730957
	Iteration 28Q: 3 clusters Score -93382.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -93382.953125 Penalty: 3574.730957
	Iteration 29F: 3 clusters Score -93382.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Entering Unmasked Estep 
Score: -51210.804688 Penalty: 1722.611450
	Iteration 0F: 2 clusters Score -51210.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -49323.660156 Penalty: 3445.222900
	Iteration 0F: 3 clusters Score -49323.66 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -49664.179688 Penalty: 3445.222900
	Iteration 1F: 3 clusters Score -49664.18 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -49782.675781 Penalty: 3445.222900
	Iteration 2F: 3 clusters Score -49782.68 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -49884.750000 Penalty: 3445.222900
	Iteration 3F: 3 clusters Score -49884.75 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -50002.851562 Penalty: 3445.222900
	Iteration 4Q: 3 clusters Score -50002.85 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -50059.671875 Penalty: 3445.222900
	Iteration 5Q: 3 clusters Score -50059.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -50104.953125 Penalty: 3445.222900
	Iteration 6Q: 3 clusters Score -50104.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -50136.250000 Penalty: 3445.222900
	Iteration 7Q: 3 clusters Score -50136.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -50167.406250 Penalty: 3445.222900
	Iteration 8Q: 3 clusters Score -50167.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -50190.277344 Penalty: 3445.222900
	Iteration 9Q: 3 clusters Score -50190.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -50235.230469 Penalty: 3445.222900
	Iteration 10Q: 3 clusters Score -50235.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -50263.074219 Penalty: 3445.222900
	Iteration 11Q: 3 clusters Score -50263.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -50284.906250 Penalty: 3445.222900
	Iteration 12Q: 3 clusters Score -50284.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -50301.437500 Penalty: 3445.222900
	Iteration 13Q: 3 clusters Score -50301.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -50323.234375 Penalty: 3445.222900
	Iteration 14Q: 3 clusters Score -50323.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -50336.027344 Penalty: 3445.222900
	Iteration 15Q: 3 clusters Score -50336.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -50345.855469 Penalty: 3445.222900
	Iteration 16Q: 3 clusters Score -50345.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -50349.792969 Penalty: 3445.222900
	Iteration 17Q: 3 clusters Score -50349.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -50349.792969 Penalty: 3445.222900
	Iteration 18F: 3 clusters Score -50349.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -161371.578125 Penalty: 1922.259277
	Iteration 0F: 2 clusters Score -161371.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -158552.109375 Penalty: 3844.518555
	Iteration 0F: 3 clusters Score -158552.1 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -159167.953125 Penalty: 3844.518555
	Iteration 1F: 3 clusters Score -159168 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -159381.812500 Penalty: 3844.518555
	Iteration 2F: 3 clusters Score -159381.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -159518.781250 Penalty: 3844.518555
	Iteration 3F: 3 clusters Score -159518.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -159614.281250 Penalty: 3844.518555
	Iteration 4Q: 3 clusters Score -159614.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -159702.250000 Penalty: 3844.518555
	Iteration 5Q: 3 clusters Score -159702.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -159780.093750 Penalty: 3844.518555
	Iteration 6Q: 3 clusters Score -159780.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -159880.765625 Penalty: 3844.518555
	Iteration 7Q: 3 clusters Score -159880.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -159981.250000 Penalty: 3844.518555
	Iteration 8Q: 3 clusters Score -159981.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -160068.750000 Penalty: 3844.518555
	Iteration 9Q: 3 clusters Score -160068.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -160124.500000 Penalty: 3844.518555
	Iteration 10Q: 3 clusters Score -160124.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -160190.640625 Penalty: 3844.518555
	Iteration 11Q: 3 clusters Score -160190.6 nChanged 51
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: -160244.484375 Penalty: 3844.518555
	Iteration 12Q: 3 clusters Score -160244.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -160298.000000 Penalty: 3844.518555
	Iteration 13Q: 3 clusters Score -160298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -160343.093750 Penalty: 3844.518555
	Iteration 14Q: 3 clusters Score -160343.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -160371.578125 Penalty: 3844.518555
	Iteration 15Q: 3 clusters Score -160371.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -160422.218750 Penalty: 3844.518555
	Iteration 16Q: 3 clusters Score -160422.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -160462.531250 Penalty: 3844.518555
	Iteration 17Q: 3 clusters Score -160462.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -160521.703125 Penalty: 3844.518555
	Iteration 18Q: 3 clusters Score -160521.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -160578.796875 Penalty: 3844.518555
	Iteration 19Q: 3 clusters Score -160578.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -160763.984375 Penalty: 3844.518555
	Iteration 20F: 3 clusters Score -160764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -160948.093750 Penalty: 3844.518555
	Iteration 21Q: 3 clusters Score -160948.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -160963.843750 Penalty: 3844.518555
	Iteration 22Q: 3 clusters Score -160963.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -160970.562500 Penalty: 3844.518555
	Iteration 23Q: 3 clusters Score -160970.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -160975.140625 Penalty: 3844.518555
	Iteration 24Q: 3 clusters Score -160975.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -160980.046875 Penalty: 3844.518555
	Iteration 25Q: 3 clusters Score -160980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -160983.125000 Penalty: 3844.518555
	Iteration 26Q: 3 clusters Score -160983.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -160985.640625 Penalty: 3844.518555
	Iteration 27Q: 3 clusters Score -160985.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -160987.687500 Penalty: 3844.518555
	Iteration 28Q: 3 clusters Score -160987.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -160988.687500 Penalty: 3844.518555
	Iteration 29Q: 3 clusters Score -160988.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -160989.437500 Penalty: 3844.518555
	Iteration 30Q: 3 clusters Score -160989.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -160990.843750 Penalty: 3844.518555
	Iteration 31Q: 3 clusters Score -160990.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -160991.171875 Penalty: 3844.518555
	Iteration 32Q: 3 clusters Score -160991.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -160991.625000 Penalty: 3844.518555
	Iteration 33Q: 3 clusters Score -160991.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -160991.625000 Penalty: 3844.518555
	Iteration 34F: 3 clusters Score -160991.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (12848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Entering Unmasked Estep 
Score: -972961.312500 Penalty: 2346.313965
	Iteration 0F: 2 clusters Score -972961.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -963452.500000 Penalty: 4692.627930
	Iteration 0F: 3 clusters Score -963452.5 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -966340.687500 Penalty: 4692.627930
	Iteration 1F: 3 clusters Score -966340.7 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -966739.937500 Penalty: 4692.627930
	Iteration 2F: 3 clusters Score -966739.9 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -967129.812500 Penalty: 4692.627930
	Iteration 3F: 3 clusters Score -967129.8 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -967538.687500 Penalty: 4692.627930
	Iteration 4F: 3 clusters Score -967538.7 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -967951.625000 Penalty: 4692.627930
	Iteration 5F: 3 clusters Score -967951.6 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -968387.125000 Penalty: 4692.627930
	Iteration 6F: 3 clusters Score -968387.1 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -968841.312500 Penalty: 4692.627930
	Iteration 7Q: 3 clusters Score -968841.3 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -969315.312500 Penalty: 4692.627930
	Iteration 8Q: 3 clusters Score -969315.3 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -969822.625000 Penalty: 4692.627930
	Iteration 9Q: 3 clusters Score -969822.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -970273.562500 Penalty: 4692.627930
	Iteration 10Q: 3 clusters Score -970273.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -970621.250000 Penalty: 4692.627930
	Iteration 11Q: 3 clusters Score -970621.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -970866.250000 Penalty: 4692.627930
	Iteration 12Q: 3 clusters Score -970866.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -971024.125000 Penalty: 4692.627930
	Iteration 13Q: 3 clusters Score -971024.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -971132.312500 Penalty: 4692.627930
	Iteration 14Q: 3 clusters Score -971132.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -971208.312500 Penalty: 4692.627930
	Iteration 15Q: 3 clusters Score -971208.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -971251.312500 Penalty: 4692.627930
	Iteration 16Q: 3 clusters Score -971251.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -971288.125000 Penalty: 4692.627930
	Iteration 17Q: 3 clusters Score -971288.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -971314.812500 Penalty: 4692.627930
	Iteration 18Q: 3 clusters Score -971314.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -971331.125000 Penalty: 4692.627930
	Iteration 19Q: 3 clusters Score -971331.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -971342.812500 Penalty: 4692.627930
	Iteration 20F: 3 clusters Score -971342.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -971352.187500 Penalty: 4692.627930
	Iteration 21Q: 3 clusters Score -971352.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -971362.750000 Penalty: 4692.627930
	Iteration 22Q: 3 clusters Score -971362.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -971368.625000 Penalty: 4692.627930
	Iteration 23Q: 3 clusters Score -971368.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -971374.875000 Penalty: 4692.627930
	Iteration 24Q: 3 clusters Score -971374.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -971376.500000 Penalty: 4692.627930
	Iteration 25Q: 3 clusters Score -971376.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -971380.250000 Penalty: 4692.627930
	Iteration 26Q: 3 clusters Score -971380.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -971383.625000 Penalty: 4692.627930
	Iteration 27Q: 3 clusters Score -971383.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -971382.625000 Penalty: 4692.627930
	Iteration 28Q: 3 clusters Score -971382.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -971383.375000 Penalty: 4692.627930
	Iteration 29Q: 3 clusters Score -971383.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -971385.500000 Penalty: 4692.627930
	Iteration 30Q: 3 clusters Score -971385.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -971383.812500 Penalty: 4692.627930
	Iteration 31Q: 3 clusters Score -971383.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -971383.437500 Penalty: 4692.627930
	Iteration 32Q: 3 clusters Score -971383.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -971385.062500 Penalty: 4692.627930
	Iteration 33Q: 3 clusters Score -971385.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -971384.500000 Penalty: 4692.627930
	Iteration 34Q: 3 clusters Score -971384.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -971384.562500 Penalty: 4692.627930
	Iteration 35Q: 3 clusters Score -971384.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -971385.875000 Penalty: 4692.627930
	Iteration 36Q: 3 clusters Score -971385.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -971385.937500 Penalty: 4692.627930
	Iteration 37Q: 3 clusters Score -971385.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -971386.375000 Penalty: 4692.627930
	Iteration 38Q: 3 clusters Score -971386.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -971387.437500 Penalty: 4692.627930
	Iteration 39Q: 3 clusters Score -971387.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -971388.562500 Penalty: 4692.627930
	Iteration 40F: 3 clusters Score -971388.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -971390.312500 Penalty: 4692.627930
	Iteration 41Q: 3 clusters Score -971390.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -971388.812500 Penalty: 4692.627930
	Iteration 42Q: 3 clusters Score -971388.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -971391.562500 Penalty: 4692.627930
	Iteration 43Q: 3 clusters Score -971391.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -971393.687500 Penalty: 4692.627930
	Iteration 44Q: 3 clusters Score -971393.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -971393.812500 Penalty: 4692.627930
	Iteration 45Q: 3 clusters Score -971393.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -971393.562500 Penalty: 4692.627930
	Iteration 46Q: 3 clusters Score -971393.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -971395.625000 Penalty: 4692.627930
	Iteration 47Q: 3 clusters Score -971395.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -971393.125000 Penalty: 4692.627930
	Iteration 48Q: 3 clusters Score -971393.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -971391.437500 Penalty: 4692.627930
	Iteration 49Q: 3 clusters Score -971391.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -971391.437500 Penalty: 4692.627930
	Iteration 50F: 3 clusters Score -971391.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Entering Unmasked Estep 
Score: -101050.242188 Penalty: 1801.305664
	Iteration 0F: 2 clusters Score -101050.2 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 679 members 
Entering Unmasked Estep 
Score: -98823.460938 Penalty: 3602.611328
	Iteration 0F: 3 clusters Score -98823.46 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -99167.078125 Penalty: 3602.611328
	Iteration 1F: 3 clusters Score -99167.08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -99282.929688 Penalty: 3602.611328
	Iteration 2F: 3 clusters Score -99282.93 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -99361.234375 Penalty: 3602.611328
	Iteration 3Q: 3 clusters Score -99361.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -99391.796875 Penalty: 3602.611328
	Iteration 4Q: 3 clusters Score -99391.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -99428.460938 Penalty: 3602.611328
	Iteration 5Q: 3 clusters Score -99428.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -99456.718750 Penalty: 3602.611328
	Iteration 6Q: 3 clusters Score -99456.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -99481.289062 Penalty: 3602.611328
	Iteration 7Q: 3 clusters Score -99481.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -99504.914062 Penalty: 3602.611328
	Iteration 8Q: 3 clusters Score -99504.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -99529.421875 Penalty: 3602.611328
	Iteration 9Q: 3 clusters Score -99529.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -99552.609375 Penalty: 3602.611328
	Iteration 10Q: 3 clusters Score -99552.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -99569.703125 Penalty: 3602.611328
	Iteration 11Q: 3 clusters Score -99569.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -99594.117188 Penalty: 3602.611328
	Iteration 12Q: 3 clusters Score -99594.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -99619.109375 Penalty: 3602.611328
	Iteration 13Q: 3 clusters Score -99619.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -99631.109375 Penalty: 3602.611328
	Iteration 14Q: 3 clusters Score -99631.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -99642.429688 Penalty: 3602.611328
	Iteration 15Q: 3 clusters Score -99642.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -99647.617188 Penalty: 3602.611328
	Iteration 16Q: 3 clusters Score -99647.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -99647.742188 Penalty: 3602.611328
	Iteration 17Q: 3 clusters Score -99647.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -99647.742188 Penalty: 3602.611328
	Iteration 18F: 3 clusters Score -99647.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Entering Unmasked Estep 
Score: -96634.171875 Penalty: 1795.147217
	Iteration 0F: 2 clusters Score -96634.17 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 658 members 
Entering Unmasked Estep 
Score: -94418.554688 Penalty: 3590.294434
	Iteration 0F: 3 clusters Score -94418.55 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -94840.328125 Penalty: 3590.294434
	Iteration 1F: 3 clusters Score -94840.33 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -95003.164062 Penalty: 3590.294434
	Iteration 2F: 3 clusters Score -95003.16 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -95075.859375 Penalty: 3590.294434
	Iteration 3Q: 3 clusters Score -95075.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -95116.109375 Penalty: 3590.294434
	Iteration 4Q: 3 clusters Score -95116.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -95156.679688 Penalty: 3590.294434
	Iteration 5Q: 3 clusters Score -95156.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -95183.203125 Penalty: 3590.294434
	Iteration 6Q: 3 clusters Score -95183.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -95198.343750 Penalty: 3590.294434
	Iteration 7Q: 3 clusters Score -95198.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -95208.015625 Penalty: 3590.294434
	Iteration 8Q: 3 clusters Score -95208.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -95218.570312 Penalty: 3590.294434
	Iteration 9Q: 3 clusters Score -95218.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -95226.664062 Penalty: 3590.294434
	Iteration 10Q: 3 clusters Score -95226.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -95238.210938 Penalty: 3590.294434
	Iteration 11Q: 3 clusters Score -95238.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -95248.578125 Penalty: 3590.294434
	Iteration 12Q: 3 clusters Score -95248.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -95252.859375 Penalty: 3590.294434
	Iteration 13Q: 3 clusters Score -95252.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -95255.804688 Penalty: 3590.294434
	Iteration 14Q: 3 clusters Score -95255.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -95255.804688 Penalty: 3590.294434
	Iteration 15F: 3 clusters Score -95255.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93155 members 
Mstep: Class 3 contains 244320 members 
Mstep: Class 4 contains 4055 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5273 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35883 members 
Mstep: Class 9 contains 175777 members 
Mstep: Class 10 contains 7030 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56884 members 
Mstep: Class 13 contains 5022 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38175 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14544 members 
Mstep: Class 24 contains 48247 members 
Mstep: Class 25 contains 8944 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27555 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6627 members 
Mstep: Class 35 contains 116063 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132305 members 
Mstep: Class 38 contains 35124 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9675 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1039 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12848 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316576.000000 Penalty: 168600.640625
Iteration 239Q: 49 clusters Score -1.023166e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93159 members 
Mstep: Class 3 contains 244334 members 
Mstep: Class 4 contains 4055 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5273 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35874 members 
Mstep: Class 9 contains 175744 members 
Mstep: Class 10 contains 7030 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56882 members 
Mstep: Class 13 contains 5022 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38173 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14547 members 
Mstep: Class 24 contains 48252 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27557 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6627 members 
Mstep: Class 35 contains 116074 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132309 members 
Mstep: Class 38 contains 35127 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9676 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1039 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12848 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316552.000000 Penalty: 168600.640625
Iteration 240F: 49 clusters Score -1.023166e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93162 members 
Mstep: Class 3 contains 244344 members 
Mstep: Class 4 contains 4055 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5272 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35864 members 
Mstep: Class 9 contains 175719 members 
Mstep: Class 10 contains 7030 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56881 members 
Mstep: Class 13 contains 5022 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38170 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14550 members 
Mstep: Class 24 contains 48256 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27558 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6627 members 
Mstep: Class 35 contains 116079 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132315 members 
Mstep: Class 38 contains 35132 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1039 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12848 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316520.000000 Penalty: 168600.640625
Iteration 241Q: 49 clusters Score -1.023165e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93165 members 
Mstep: Class 3 contains 244347 members 
Mstep: Class 4 contains 4056 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35861 members 
Mstep: Class 9 contains 175694 members 
Mstep: Class 10 contains 7030 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56878 members 
Mstep: Class 13 contains 5022 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38169 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14552 members 
Mstep: Class 24 contains 48261 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27560 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6627 members 
Mstep: Class 35 contains 116086 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132324 members 
Mstep: Class 38 contains 35132 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9680 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1039 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12848 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316640.000000 Penalty: 168600.640625
Iteration 242Q: 49 clusters Score -1.023166e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93169 members 
Mstep: Class 3 contains 244347 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35863 members 
Mstep: Class 9 contains 175674 members 
Mstep: Class 10 contains 7030 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56877 members 
Mstep: Class 13 contains 5022 members 
Mstep: Class 14 contains 10061 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38169 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14551 members 
Mstep: Class 24 contains 48266 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27562 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116089 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132330 members 
Mstep: Class 38 contains 35131 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1039 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12848 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316608.000000 Penalty: 168600.640625
Iteration 243Q: 49 clusters Score -1.023166e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93171 members 
Mstep: Class 3 contains 244356 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35862 members 
Mstep: Class 9 contains 175656 members 
Mstep: Class 10 contains 7030 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56877 members 
Mstep: Class 13 contains 5022 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38168 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14551 members 
Mstep: Class 24 contains 48270 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27561 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116091 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132334 members 
Mstep: Class 38 contains 35132 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1039 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12848 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316592.000000 Penalty: 168600.640625
Iteration 244Q: 49 clusters Score -1.023166e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93173 members 
Mstep: Class 3 contains 244360 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35861 members 
Mstep: Class 9 contains 175641 members 
Mstep: Class 10 contains 7030 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56876 members 
Mstep: Class 13 contains 5022 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38169 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14551 members 
Mstep: Class 24 contains 48274 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27561 members 
Mstep: Class 30 contains 4484 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116094 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132338 members 
Mstep: Class 38 contains 35132 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1039 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12847 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316584.000000 Penalty: 168600.640625
Iteration 245Q: 49 clusters Score -1.023166e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93172 members 
Mstep: Class 3 contains 244358 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35862 members 
Mstep: Class 9 contains 175628 members 
Mstep: Class 10 contains 7030 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56875 members 
Mstep: Class 13 contains 5021 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38170 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14551 members 
Mstep: Class 24 contains 48278 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27561 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116100 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132345 members 
Mstep: Class 38 contains 35131 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1039 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12846 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316600.000000 Penalty: 168600.640625
Iteration 246Q: 49 clusters Score -1.023166e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93171 members 
Mstep: Class 3 contains 244359 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35862 members 
Mstep: Class 9 contains 175619 members 
Mstep: Class 10 contains 7030 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56874 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38170 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14551 members 
Mstep: Class 24 contains 48283 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27560 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116099 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132352 members 
Mstep: Class 38 contains 35131 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1039 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12846 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316608.000000 Penalty: 168600.640625
Iteration 247Q: 49 clusters Score -1.023166e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93171 members 
Mstep: Class 3 contains 244357 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35862 members 
Mstep: Class 9 contains 175606 members 
Mstep: Class 10 contains 7030 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56871 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38170 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14551 members 
Mstep: Class 24 contains 48290 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27557 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116102 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132360 members 
Mstep: Class 38 contains 35133 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12846 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316624.000000 Penalty: 168600.640625
Iteration 248Q: 49 clusters Score -1.023166e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93172 members 
Mstep: Class 3 contains 244353 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35862 members 
Mstep: Class 9 contains 175592 members 
Mstep: Class 10 contains 7030 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56870 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38170 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14551 members 
Mstep: Class 24 contains 48297 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27557 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116105 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132369 members 
Mstep: Class 38 contains 35132 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12846 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316600.000000 Penalty: 168600.640625
Iteration 249Q: 49 clusters Score -1.023166e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93172 members 
Mstep: Class 3 contains 244355 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35862 members 
Mstep: Class 9 contains 175580 members 
Mstep: Class 10 contains 7030 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56867 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38170 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14551 members 
Mstep: Class 24 contains 48302 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27557 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116106 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132374 members 
Mstep: Class 38 contains 35134 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12846 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316608.000000 Penalty: 168600.640625
Iteration 250Q: 49 clusters Score -1.023166e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93173 members 
Mstep: Class 3 contains 244354 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35862 members 
Mstep: Class 9 contains 175569 members 
Mstep: Class 10 contains 7030 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56865 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38170 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14551 members 
Mstep: Class 24 contains 48309 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27557 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116109 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132379 members 
Mstep: Class 38 contains 35132 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12846 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316624.000000 Penalty: 168600.640625
Iteration 251Q: 49 clusters Score -1.023166e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93175 members 
Mstep: Class 3 contains 244358 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35861 members 
Mstep: Class 9 contains 175563 members 
Mstep: Class 10 contains 7030 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56861 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38170 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14551 members 
Mstep: Class 24 contains 48314 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27557 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116105 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132381 members 
Mstep: Class 38 contains 35134 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12846 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316536.000000 Penalty: 168600.640625
Iteration 252Q: 49 clusters Score -1.023165e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93178 members 
Mstep: Class 3 contains 244359 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35859 members 
Mstep: Class 9 contains 175552 members 
Mstep: Class 10 contains 7030 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56860 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38170 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14551 members 
Mstep: Class 24 contains 48319 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27557 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116105 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132387 members 
Mstep: Class 38 contains 35133 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12846 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316624.000000 Penalty: 168600.640625
Iteration 253Q: 49 clusters Score -1.023166e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93179 members 
Mstep: Class 3 contains 244360 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35856 members 
Mstep: Class 9 contains 175536 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56859 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38170 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14551 members 
Mstep: Class 24 contains 48325 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27557 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116109 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132397 members 
Mstep: Class 38 contains 35132 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12846 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316568.000000 Penalty: 168600.640625
Iteration 254Q: 49 clusters Score -1.023166e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93179 members 
Mstep: Class 3 contains 244363 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35855 members 
Mstep: Class 9 contains 175522 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56858 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38170 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14551 members 
Mstep: Class 24 contains 48331 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27557 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116112 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132400 members 
Mstep: Class 38 contains 35133 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12846 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316616.000000 Penalty: 168600.640625
Iteration 255Q: 49 clusters Score -1.023166e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93179 members 
Mstep: Class 3 contains 244369 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35855 members 
Mstep: Class 9 contains 175507 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56859 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38170 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14551 members 
Mstep: Class 24 contains 48333 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27557 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116113 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132403 members 
Mstep: Class 38 contains 35135 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12846 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316600.000000 Penalty: 168600.640625
Iteration 256Q: 49 clusters Score -1.023166e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93180 members 
Mstep: Class 3 contains 244375 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35855 members 
Mstep: Class 9 contains 175491 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56859 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38170 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14551 members 
Mstep: Class 24 contains 48334 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27557 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116115 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132407 members 
Mstep: Class 38 contains 35137 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12846 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316576.000000 Penalty: 168600.640625
Iteration 257Q: 49 clusters Score -1.023166e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93181 members 
Mstep: Class 3 contains 244379 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35855 members 
Mstep: Class 9 contains 175475 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56859 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38170 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14551 members 
Mstep: Class 24 contains 48339 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27557 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116120 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132408 members 
Mstep: Class 38 contains 35137 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12846 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316552.000000 Penalty: 168600.640625
Iteration 258Q: 49 clusters Score -1.023166e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93181 members 
Mstep: Class 3 contains 244384 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35855 members 
Mstep: Class 9 contains 175459 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56859 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38171 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14551 members 
Mstep: Class 24 contains 48345 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27557 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116122 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132409 members 
Mstep: Class 38 contains 35137 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12846 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316584.000000 Penalty: 168600.640625
Iteration 259Q: 49 clusters Score -1.023166e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93181 members 
Mstep: Class 3 contains 244388 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35855 members 
Mstep: Class 9 contains 175450 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56859 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38171 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14551 members 
Mstep: Class 24 contains 48347 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27557 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116125 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132409 members 
Mstep: Class 38 contains 35137 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12846 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316584.000000 Penalty: 168600.640625
Iteration 260F: 49 clusters Score -1.023166e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93183 members 
Mstep: Class 3 contains 244388 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35855 members 
Mstep: Class 9 contains 175439 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56859 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38171 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14551 members 
Mstep: Class 24 contains 48350 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27557 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116130 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132410 members 
Mstep: Class 38 contains 35137 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12846 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316584.000000 Penalty: 168600.640625
Iteration 261Q: 49 clusters Score -1.023166e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93185 members 
Mstep: Class 3 contains 244388 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35855 members 
Mstep: Class 9 contains 175428 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56859 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38171 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14552 members 
Mstep: Class 24 contains 48352 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27557 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116134 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132411 members 
Mstep: Class 38 contains 35138 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12846 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316600.000000 Penalty: 168600.640625
Iteration 262Q: 49 clusters Score -1.023166e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93189 members 
Mstep: Class 3 contains 244389 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35855 members 
Mstep: Class 9 contains 175420 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56858 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38171 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14552 members 
Mstep: Class 24 contains 48354 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27557 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116135 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132413 members 
Mstep: Class 38 contains 35137 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12846 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316576.000000 Penalty: 168600.640625
Iteration 263Q: 49 clusters Score -1.023166e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93190 members 
Mstep: Class 3 contains 244391 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35855 members 
Mstep: Class 9 contains 175411 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56857 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38171 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14552 members 
Mstep: Class 24 contains 48360 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27557 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116136 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132414 members 
Mstep: Class 38 contains 35136 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12846 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316496.000000 Penalty: 168600.640625
Iteration 264Q: 49 clusters Score -1.023165e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93190 members 
Mstep: Class 3 contains 244389 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35855 members 
Mstep: Class 9 contains 175406 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56857 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38171 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14552 members 
Mstep: Class 24 contains 48364 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27557 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116138 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132416 members 
Mstep: Class 38 contains 35135 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12846 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316544.000000 Penalty: 168600.640625
Iteration 265Q: 49 clusters Score -1.023165e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93190 members 
Mstep: Class 3 contains 244388 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35855 members 
Mstep: Class 9 contains 175403 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56857 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38170 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14552 members 
Mstep: Class 24 contains 48366 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27557 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116140 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132417 members 
Mstep: Class 38 contains 35135 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12846 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316544.000000 Penalty: 168600.640625
Iteration 266Q: 49 clusters Score -1.023165e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93190 members 
Mstep: Class 3 contains 244389 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35856 members 
Mstep: Class 9 contains 175400 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 56857 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38169 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14552 members 
Mstep: Class 24 contains 48367 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116142 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132417 members 
Mstep: Class 38 contains 35135 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12846 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316568.000000 Penalty: 168600.640625
Iteration 267Q: 49 clusters Score -1.023166e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93190 members 
Mstep: Class 3 contains 244390 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35857 members 
Mstep: Class 9 contains 175395 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56857 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38168 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14552 members 
Mstep: Class 24 contains 48371 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116143 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132417 members 
Mstep: Class 38 contains 35135 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12846 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316536.000000 Penalty: 168600.640625
Iteration 268Q: 49 clusters Score -1.023165e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93189 members 
Mstep: Class 3 contains 244392 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35857 members 
Mstep: Class 9 contains 175390 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56857 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38166 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14552 members 
Mstep: Class 24 contains 48376 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116143 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132418 members 
Mstep: Class 38 contains 35135 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12846 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316536.000000 Penalty: 168600.640625
Iteration 269Q: 49 clusters Score -1.023165e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93189 members 
Mstep: Class 3 contains 244394 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35856 members 
Mstep: Class 9 contains 175384 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56856 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38165 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14552 members 
Mstep: Class 24 contains 48381 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116143 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132419 members 
Mstep: Class 38 contains 35136 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12846 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316512.000000 Penalty: 168600.640625
Iteration 270Q: 49 clusters Score -1.023165e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93190 members 
Mstep: Class 3 contains 244397 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35852 members 
Mstep: Class 9 contains 175382 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56856 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14552 members 
Mstep: Class 24 contains 48383 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116143 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132419 members 
Mstep: Class 38 contains 35137 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12846 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316488.000000 Penalty: 168600.640625
Iteration 271Q: 49 clusters Score -1.023165e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93191 members 
Mstep: Class 3 contains 244399 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35851 members 
Mstep: Class 9 contains 175377 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56855 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14552 members 
Mstep: Class 24 contains 48386 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116143 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132419 members 
Mstep: Class 38 contains 35137 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12847 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316536.000000 Penalty: 168600.640625
Iteration 272Q: 49 clusters Score -1.023165e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93192 members 
Mstep: Class 3 contains 244403 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35850 members 
Mstep: Class 9 contains 175367 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56855 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14552 members 
Mstep: Class 24 contains 48389 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116148 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132419 members 
Mstep: Class 38 contains 35137 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12845 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316496.000000 Penalty: 168600.640625
Iteration 273Q: 49 clusters Score -1.023165e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93192 members 
Mstep: Class 3 contains 244405 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35849 members 
Mstep: Class 9 contains 175362 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56855 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14552 members 
Mstep: Class 24 contains 48390 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27555 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116149 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132421 members 
Mstep: Class 38 contains 35138 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12845 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316496.000000 Penalty: 168600.640625
Iteration 274Q: 49 clusters Score -1.023165e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93192 members 
Mstep: Class 3 contains 244405 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35849 members 
Mstep: Class 9 contains 175355 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56855 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14553 members 
Mstep: Class 24 contains 48393 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27555 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116152 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132421 members 
Mstep: Class 38 contains 35139 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12844 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316520.000000 Penalty: 168600.640625
Iteration 275Q: 49 clusters Score -1.023165e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93194 members 
Mstep: Class 3 contains 244406 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35849 members 
Mstep: Class 9 contains 175349 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56855 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14553 members 
Mstep: Class 24 contains 48395 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27555 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116153 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132421 members 
Mstep: Class 38 contains 35140 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12843 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316472.000000 Penalty: 168600.640625
Iteration 276Q: 49 clusters Score -1.023165e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93196 members 
Mstep: Class 3 contains 244405 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35849 members 
Mstep: Class 9 contains 175345 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56855 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14553 members 
Mstep: Class 24 contains 48396 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116155 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132421 members 
Mstep: Class 38 contains 35139 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12844 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316488.000000 Penalty: 168600.640625
Iteration 277Q: 49 clusters Score -1.023165e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93197 members 
Mstep: Class 3 contains 244406 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35849 members 
Mstep: Class 9 contains 175340 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56855 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14553 members 
Mstep: Class 24 contains 48397 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116158 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132421 members 
Mstep: Class 38 contains 35138 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12844 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316472.000000 Penalty: 168600.640625
Iteration 278Q: 49 clusters Score -1.023165e+08 nChanged 5
Entering ConstructFrom: 
Score: -102316472.000000 Penalty: 168600.640625
Entering ConstructFrom: 
Trying to split cluster 1 (4278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Entering Unmasked Estep 
Score: -300015.937500 Penalty: 2073.587891
	Iteration 0F: 2 clusters Score -300015.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -295956.281250 Penalty: 4147.175781
	Iteration 0F: 3 clusters Score -295956.3 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -296946.937500 Penalty: 4147.175781
	Iteration 1F: 3 clusters Score -296946.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -297247.562500 Penalty: 4147.175781
	Iteration 2F: 3 clusters Score -297247.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -297584.750000 Penalty: 4147.175781
	Iteration 3F: 3 clusters Score -297584.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -297905.375000 Penalty: 4147.175781
	Iteration 4F: 3 clusters Score -297905.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -298230.937500 Penalty: 4147.175781
	Iteration 5F: 3 clusters Score -298230.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -298564.531250 Penalty: 4147.175781
	Iteration 6F: 3 clusters Score -298564.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -298915.937500 Penalty: 4147.175781
	Iteration 7F: 3 clusters Score -298915.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -299286.343750 Penalty: 4147.175781
	Iteration 8F: 3 clusters Score -299286.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -299595.156250 Penalty: 4147.175781
	Iteration 9Q: 3 clusters Score -299595.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -299812.687500 Penalty: 4147.175781
	Iteration 10Q: 3 clusters Score -299812.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -299989.625000 Penalty: 4147.175781
	Iteration 11Q: 3 clusters Score -299989.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -300198.156250 Penalty: 4147.175781
	Iteration 12Q: 3 clusters Score -300198.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -300473.500000 Penalty: 4147.175781
	Iteration 13Q: 3 clusters Score -300473.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -300739.125000 Penalty: 4147.175781
	Iteration 14Q: 3 clusters Score -300739.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -300801.343750 Penalty: 4147.175781
	Iteration 15Q: 3 clusters Score -300801.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -300813.281250 Penalty: 4147.175781
	Iteration 16Q: 3 clusters Score -300813.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -300815.625000 Penalty: 4147.175781
	Iteration 17Q: 3 clusters Score -300815.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -300816.781250 Penalty: 4147.175781
	Iteration 18Q: 3 clusters Score -300816.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -300816.812500 Penalty: 4147.175781
	Iteration 19Q: 3 clusters Score -300816.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -300818.031250 Penalty: 4147.175781
	Iteration 20F: 3 clusters Score -300818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -300818.468750 Penalty: 4147.175781
	Iteration 21Q: 3 clusters Score -300818.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -300818.468750 Penalty: 4147.175781
	Iteration 22F: 3 clusters Score -300818.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 93197 members 
Mstep: Class 3 contains 244406 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35849 members 
Mstep: Class 9 contains 175335 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56855 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14553 members 
Mstep: Class 24 contains 48397 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116161 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132423 members 
Mstep: Class 38 contains 35138 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12844 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Mstep: Class 49 contains 2035 members 
Entering Unmasked Estep 
Score: -102316176.000000 Penalty: 172113.140625
Splitting cluster 1 changes total score from -102316472.000000 to -102316176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (93197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93197 members 
Entering Unmasked Estep 
Score: -7087870.000000 Penalty: 2837.732666
	Iteration 0F: 2 clusters Score -7087870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -7025496.000000 Penalty: 5675.465332
	Iteration 0F: 3 clusters Score -7025496 nChanged 44048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -7050050.000000 Penalty: 5675.465332
	Iteration 1F: 3 clusters Score -7050050 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -7050658.000000 Penalty: 5675.465332
	Iteration 2Q: 3 clusters Score -7050658 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -7051357.000000 Penalty: 5675.465332
	Iteration 3Q: 3 clusters Score -7051357 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -7052276.500000 Penalty: 5675.465332
	Iteration 4Q: 3 clusters Score -7052276 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -7053597.500000 Penalty: 5675.465332
	Iteration 5Q: 3 clusters Score -7053598 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -7055912.500000 Penalty: 5675.465332
	Iteration 6F: 3 clusters Score -7055912 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -7059756.000000 Penalty: 5675.465332
	Iteration 7F: 3 clusters Score -7059756 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72197 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -7065588.500000 Penalty: 5675.465332
	Iteration 8F: 3 clusters Score -7065588 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79973 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -7072958.500000 Penalty: 5675.465332
	Iteration 9F: 3 clusters Score -7072958 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86360 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -7079258.000000 Penalty: 5675.465332
	Iteration 10F: 3 clusters Score -7079258 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90106 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -7082795.500000 Penalty: 5675.465332
	Iteration 11Q: 3 clusters Score -7082796 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91787 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -7084368.500000 Penalty: 5675.465332
	Iteration 12Q: 3 clusters Score -7084368 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92380 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -7084969.000000 Penalty: 5675.465332
	Iteration 13Q: 3 clusters Score -7084969 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92583 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7085205.500000 Penalty: 5675.465332
	Iteration 14Q: 3 clusters Score -7085206 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92662 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7085306.000000 Penalty: 5675.465332
	Iteration 15Q: 3 clusters Score -7085306 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92699 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7085352.500000 Penalty: 5675.465332
	Iteration 16Q: 3 clusters Score -7085352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92720 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -7085391.000000 Penalty: 5675.465332
	Iteration 17Q: 3 clusters Score -7085391 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92730 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7085415.000000 Penalty: 5675.465332
	Iteration 18Q: 3 clusters Score -7085415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92733 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7085425.500000 Penalty: 5675.465332
	Iteration 19Q: 3 clusters Score -7085426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92742 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7085438.500000 Penalty: 5675.465332
	Iteration 20F: 3 clusters Score -7085438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92748 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7085445.000000 Penalty: 5675.465332
	Iteration 21Q: 3 clusters Score -7085445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92753 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -7085461.500000 Penalty: 5675.465332
	Iteration 22Q: 3 clusters Score -7085462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92754 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7085467.000000 Penalty: 5675.465332
	Iteration 23Q: 3 clusters Score -7085467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92755 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -7085476.500000 Penalty: 5675.465332
	Iteration 24Q: 3 clusters Score -7085476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92763 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7085490.500000 Penalty: 5675.465332
	Iteration 25Q: 3 clusters Score -7085490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92767 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7085493.000000 Penalty: 5675.465332
	Iteration 26Q: 3 clusters Score -7085493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92767 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7085504.500000 Penalty: 5675.465332
	Iteration 27Q: 3 clusters Score -7085504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92769 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7085501.500000 Penalty: 5675.465332
	Iteration 28Q: 3 clusters Score -7085502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92770 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7085510.500000 Penalty: 5675.465332
	Iteration 29Q: 3 clusters Score -7085510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92770 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7085510.500000 Penalty: 5675.465332
	Iteration 30F: 3 clusters Score -7085510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (244406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244406 members 
Entering Unmasked Estep 
Score: -18744444.000000 Penalty: 3076.833252
	Iteration 0F: 2 clusters Score -1.874444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122225 members 
Mstep: Class 2 contains 122181 members 
Entering Unmasked Estep 
Score: -18579728.000000 Penalty: 6153.666504
	Iteration 0F: 3 clusters Score -1.857973e+07 nChanged 118218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122047 members 
Mstep: Class 2 contains 122359 members 
Entering Unmasked Estep 
Score: -18648582.000000 Penalty: 6153.666504
	Iteration 1F: 3 clusters Score -1.864858e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122022 members 
Mstep: Class 2 contains 122384 members 
Entering Unmasked Estep 
Score: -18649508.000000 Penalty: 6153.666504
	Iteration 2Q: 3 clusters Score -1.864951e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121994 members 
Mstep: Class 2 contains 122412 members 
Entering Unmasked Estep 
Score: -18650526.000000 Penalty: 6153.666504
	Iteration 3Q: 3 clusters Score -1.865053e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122012 members 
Mstep: Class 2 contains 122394 members 
Entering Unmasked Estep 
Score: -18651548.000000 Penalty: 6153.666504
	Iteration 4Q: 3 clusters Score -1.865155e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122025 members 
Mstep: Class 2 contains 122381 members 
Entering Unmasked Estep 
Score: -18652744.000000 Penalty: 6153.666504
	Iteration 5Q: 3 clusters Score -1.865274e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122088 members 
Mstep: Class 2 contains 122318 members 
Entering Unmasked Estep 
Score: -18654208.000000 Penalty: 6153.666504
	Iteration 6Q: 3 clusters Score -1.865421e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122298 members 
Mstep: Class 2 contains 122108 members 
Entering Unmasked Estep 
Score: -18656088.000000 Penalty: 6153.666504
	Iteration 7Q: 3 clusters Score -1.865609e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122656 members 
Mstep: Class 2 contains 121750 members 
Entering Unmasked Estep 
Score: -18658624.000000 Penalty: 6153.666504
	Iteration 8Q: 3 clusters Score -1.865862e+07 nChanged 9183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123221 members 
Mstep: Class 2 contains 121185 members 
Entering Unmasked Estep 
Score: -18662002.000000 Penalty: 6153.666504
	Iteration 9Q: 3 clusters Score -1.8662e+07 nChanged 10572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123975 members 
Mstep: Class 2 contains 120431 members 
Entering Unmasked Estep 
Score: -18667038.000000 Penalty: 6153.666504
	Iteration 10Q: 3 clusters Score -1.866704e+07 nChanged 12295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124866 members 
Mstep: Class 2 contains 119540 members 
Entering Unmasked Estep 
Score: -18673994.000000 Penalty: 6153.666504
	Iteration 11F: 3 clusters Score -1.867399e+07 nChanged 13776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125806 members 
Mstep: Class 2 contains 118600 members 
Entering Unmasked Estep 
Score: -18683456.000000 Penalty: 6153.666504
	Iteration 12F: 3 clusters Score -1.868346e+07 nChanged 14110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126778 members 
Mstep: Class 2 contains 117628 members 
Entering Unmasked Estep 
Score: -18692220.000000 Penalty: 6153.666504
	Iteration 13F: 3 clusters Score -1.869222e+07 nChanged 11783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127473 members 
Mstep: Class 2 contains 116933 members 
Entering Unmasked Estep 
Score: -18697106.000000 Penalty: 6153.666504
	Iteration 14Q: 3 clusters Score -1.869711e+07 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127908 members 
Mstep: Class 2 contains 116498 members 
Entering Unmasked Estep 
Score: -18698678.000000 Penalty: 6153.666504
	Iteration 15Q: 3 clusters Score -1.869868e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128318 members 
Mstep: Class 2 contains 116088 members 
Entering Unmasked Estep 
Score: -18699030.000000 Penalty: 6153.666504
	Iteration 16Q: 3 clusters Score -1.869903e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128727 members 
Mstep: Class 2 contains 115679 members 
Entering Unmasked Estep 
Score: -18699156.000000 Penalty: 6153.666504
	Iteration 17Q: 3 clusters Score -1.869916e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129206 members 
Mstep: Class 2 contains 115200 members 
Entering Unmasked Estep 
Score: -18699230.000000 Penalty: 6153.666504
	Iteration 18Q: 3 clusters Score -1.869923e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129754 members 
Mstep: Class 2 contains 114652 members 
Entering Unmasked Estep 
Score: -18699208.000000 Penalty: 6153.666504
	Iteration 19Q: 3 clusters Score -1.869921e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130317 members 
Mstep: Class 2 contains 114089 members 
Entering Unmasked Estep 
Score: -18699300.000000 Penalty: 6153.666504
	Iteration 20F: 3 clusters Score -1.86993e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130937 members 
Mstep: Class 2 contains 113469 members 
Entering Unmasked Estep 
Score: -18699366.000000 Penalty: 6153.666504
	Iteration 21Q: 3 clusters Score -1.869937e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131604 members 
Mstep: Class 2 contains 112802 members 
Entering Unmasked Estep 
Score: -18699452.000000 Penalty: 6153.666504
	Iteration 22Q: 3 clusters Score -1.869945e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132351 members 
Mstep: Class 2 contains 112055 members 
Entering Unmasked Estep 
Score: -18699576.000000 Penalty: 6153.666504
	Iteration 23Q: 3 clusters Score -1.869958e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133223 members 
Mstep: Class 2 contains 111183 members 
Entering Unmasked Estep 
Score: -18699646.000000 Penalty: 6153.666504
	Iteration 24Q: 3 clusters Score -1.869965e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134164 members 
Mstep: Class 2 contains 110242 members 
Entering Unmasked Estep 
Score: -18699756.000000 Penalty: 6153.666504
	Iteration 25Q: 3 clusters Score -1.869976e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135095 members 
Mstep: Class 2 contains 109311 members 
Entering Unmasked Estep 
Score: -18699812.000000 Penalty: 6153.666504
	Iteration 26Q: 3 clusters Score -1.869981e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136124 members 
Mstep: Class 2 contains 108282 members 
Entering Unmasked Estep 
Score: -18699928.000000 Penalty: 6153.666504
	Iteration 27Q: 3 clusters Score -1.869993e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137193 members 
Mstep: Class 2 contains 107213 members 
Entering Unmasked Estep 
Score: -18699996.000000 Penalty: 6153.666504
	Iteration 28Q: 3 clusters Score -1.87e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138366 members 
Mstep: Class 2 contains 106040 members 
Entering Unmasked Estep 
Score: -18700170.000000 Penalty: 6153.666504
	Iteration 29Q: 3 clusters Score -1.870017e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139630 members 
Mstep: Class 2 contains 104776 members 
Entering Unmasked Estep 
Score: -18700354.000000 Penalty: 6153.666504
	Iteration 30Q: 3 clusters Score -1.870035e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141018 members 
Mstep: Class 2 contains 103388 members 
Entering Unmasked Estep 
Score: -18700498.000000 Penalty: 6153.666504
	Iteration 31Q: 3 clusters Score -1.87005e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142512 members 
Mstep: Class 2 contains 101894 members 
Entering Unmasked Estep 
Score: -18700642.000000 Penalty: 6153.666504
	Iteration 32Q: 3 clusters Score -1.870064e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144175 members 
Mstep: Class 2 contains 100231 members 
Entering Unmasked Estep 
Score: -18700924.000000 Penalty: 6153.666504
	Iteration 33Q: 3 clusters Score -1.870092e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145916 members 
Mstep: Class 2 contains 98490 members 
Entering Unmasked Estep 
Score: -18701182.000000 Penalty: 6153.666504
	Iteration 34Q: 3 clusters Score -1.870118e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147745 members 
Mstep: Class 2 contains 96661 members 
Entering Unmasked Estep 
Score: -18701514.000000 Penalty: 6153.666504
	Iteration 35Q: 3 clusters Score -1.870151e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149642 members 
Mstep: Class 2 contains 94764 members 
Entering Unmasked Estep 
Score: -18701684.000000 Penalty: 6153.666504
	Iteration 36Q: 3 clusters Score -1.870168e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151636 members 
Mstep: Class 2 contains 92770 members 
Entering Unmasked Estep 
Score: -18701964.000000 Penalty: 6153.666504
	Iteration 37Q: 3 clusters Score -1.870196e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153811 members 
Mstep: Class 2 contains 90595 members 
Entering Unmasked Estep 
Score: -18702320.000000 Penalty: 6153.666504
	Iteration 38Q: 3 clusters Score -1.870232e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156213 members 
Mstep: Class 2 contains 88193 members 
Entering Unmasked Estep 
Score: -18702648.000000 Penalty: 6153.666504
	Iteration 39Q: 3 clusters Score -1.870265e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158838 members 
Mstep: Class 2 contains 85568 members 
Entering Unmasked Estep 
Score: -18703180.000000 Penalty: 6153.666504
	Iteration 40F: 3 clusters Score -1.870318e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161696 members 
Mstep: Class 2 contains 82710 members 
Entering Unmasked Estep 
Score: -18703692.000000 Penalty: 6153.666504
	Iteration 41Q: 3 clusters Score -1.870369e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164827 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
Score: -18704268.000000 Penalty: 6153.666504
	Iteration 42Q: 3 clusters Score -1.870427e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168211 members 
Mstep: Class 2 contains 76195 members 
Entering Unmasked Estep 
Score: -18705120.000000 Penalty: 6153.666504
	Iteration 43Q: 3 clusters Score -1.870512e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171751 members 
Mstep: Class 2 contains 72655 members 
Entering Unmasked Estep 
Score: -18705900.000000 Penalty: 6153.666504
	Iteration 44Q: 3 clusters Score -1.87059e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175591 members 
Mstep: Class 2 contains 68815 members 
Entering Unmasked Estep 
Score: -18706812.000000 Penalty: 6153.666504
	Iteration 45Q: 3 clusters Score -1.870681e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179702 members 
Mstep: Class 2 contains 64704 members 
Entering Unmasked Estep 
Score: -18708126.000000 Penalty: 6153.666504
	Iteration 46Q: 3 clusters Score -1.870813e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184008 members 
Mstep: Class 2 contains 60398 members 
Entering Unmasked Estep 
Score: -18709398.000000 Penalty: 6153.666504
	Iteration 47Q: 3 clusters Score -1.87094e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188643 members 
Mstep: Class 2 contains 55763 members 
Entering Unmasked Estep 
Score: -18710994.000000 Penalty: 6153.666504
	Iteration 48Q: 3 clusters Score -1.871099e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193555 members 
Mstep: Class 2 contains 50851 members 
Entering Unmasked Estep 
Score: -18712772.000000 Penalty: 6153.666504
	Iteration 49Q: 3 clusters Score -1.871277e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198634 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -18714674.000000 Penalty: 6153.666504
	Iteration 50Q: 3 clusters Score -1.871467e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203721 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -18716756.000000 Penalty: 6153.666504
	Iteration 51Q: 3 clusters Score -1.871676e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208728 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -18719122.000000 Penalty: 6153.666504
	Iteration 52Q: 3 clusters Score -1.871912e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213869 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -18721744.000000 Penalty: 6153.666504
	Iteration 53Q: 3 clusters Score -1.872174e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218939 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -18724508.000000 Penalty: 6153.666504
	Iteration 54Q: 3 clusters Score -1.872451e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223795 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -18727558.000000 Penalty: 6153.666504
	Iteration 55Q: 3 clusters Score -1.872756e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228366 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -18730556.000000 Penalty: 6153.666504
	Iteration 56Q: 3 clusters Score -1.873056e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232332 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -18733308.000000 Penalty: 6153.666504
	Iteration 57Q: 3 clusters Score -1.873331e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235665 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -18735734.000000 Penalty: 6153.666504
	Iteration 58Q: 3 clusters Score -1.873573e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238300 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -18737766.000000 Penalty: 6153.666504
	Iteration 59Q: 3 clusters Score -1.873777e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240239 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -18739354.000000 Penalty: 6153.666504
	Iteration 60F: 3 clusters Score -1.873935e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241657 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -18740424.000000 Penalty: 6153.666504
	Iteration 61Q: 3 clusters Score -1.874042e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242476 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -18741054.000000 Penalty: 6153.666504
	Iteration 62Q: 3 clusters Score -1.874105e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242966 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -18741416.000000 Penalty: 6153.666504
	Iteration 63Q: 3 clusters Score -1.874142e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243235 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -18741596.000000 Penalty: 6153.666504
	Iteration 64Q: 3 clusters Score -1.87416e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243384 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -18741718.000000 Penalty: 6153.666504
	Iteration 65Q: 3 clusters Score -1.874172e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243474 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -18741832.000000 Penalty: 6153.666504
	Iteration 66Q: 3 clusters Score -1.874183e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243523 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -18741872.000000 Penalty: 6153.666504
	Iteration 67Q: 3 clusters Score -1.874187e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243551 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -18741904.000000 Penalty: 6153.666504
	Iteration 68Q: 3 clusters Score -1.87419e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243580 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -18741888.000000 Penalty: 6153.666504
	Iteration 69Q: 3 clusters Score -1.874189e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243603 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -18741936.000000 Penalty: 6153.666504
	Iteration 70Q: 3 clusters Score -1.874194e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243620 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -18741936.000000 Penalty: 6153.666504
	Iteration 71Q: 3 clusters Score -1.874194e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243632 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -18741964.000000 Penalty: 6153.666504
	Iteration 72Q: 3 clusters Score -1.874196e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243637 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -18741966.000000 Penalty: 6153.666504
	Iteration 73Q: 3 clusters Score -1.874197e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243640 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -18741948.000000 Penalty: 6153.666504
	Iteration 74Q: 3 clusters Score -1.874195e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243645 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -18741954.000000 Penalty: 6153.666504
	Iteration 75Q: 3 clusters Score -1.874195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243651 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -18741970.000000 Penalty: 6153.666504
	Iteration 76Q: 3 clusters Score -1.874197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243657 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -18741980.000000 Penalty: 6153.666504
	Iteration 77Q: 3 clusters Score -1.874198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243662 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -18741976.000000 Penalty: 6153.666504
	Iteration 78Q: 3 clusters Score -1.874198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243668 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -18741974.000000 Penalty: 6153.666504
	Iteration 79Q: 3 clusters Score -1.874197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243674 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -18741978.000000 Penalty: 6153.666504
	Iteration 80F: 3 clusters Score -1.874198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243674 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -18741988.000000 Penalty: 6153.666504
	Iteration 81Q: 3 clusters Score -1.874199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243673 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -18741994.000000 Penalty: 6153.666504
	Iteration 82Q: 3 clusters Score -1.874199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243673 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -18741994.000000 Penalty: 6153.666504
	Iteration 83F: 3 clusters Score -1.874199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -235896.046875 Penalty: 2060.494629
	Iteration 0F: 2 clusters Score -235896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -231990.953125 Penalty: 4120.989258
	Iteration 0F: 3 clusters Score -231991 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -233155.109375 Penalty: 4120.989258
	Iteration 1F: 3 clusters Score -233155.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -233615.562500 Penalty: 4120.989258
	Iteration 2F: 3 clusters Score -233615.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -233895.515625 Penalty: 4120.989258
	Iteration 3F: 3 clusters Score -233895.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -234109.406250 Penalty: 4120.989258
	Iteration 4F: 3 clusters Score -234109.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -234220.671875 Penalty: 4120.989258
	Iteration 5Q: 3 clusters Score -234220.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -234302.234375 Penalty: 4120.989258
	Iteration 6Q: 3 clusters Score -234302.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -234361.265625 Penalty: 4120.989258
	Iteration 7Q: 3 clusters Score -234361.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -234406.000000 Penalty: 4120.989258
	Iteration 8Q: 3 clusters Score -234406 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -234439.421875 Penalty: 4120.989258
	Iteration 9Q: 3 clusters Score -234439.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -234476.390625 Penalty: 4120.989258
	Iteration 10Q: 3 clusters Score -234476.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -234503.359375 Penalty: 4120.989258
	Iteration 11Q: 3 clusters Score -234503.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -234531.453125 Penalty: 4120.989258
	Iteration 12Q: 3 clusters Score -234531.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -234565.125000 Penalty: 4120.989258
	Iteration 13Q: 3 clusters Score -234565.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -234589.562500 Penalty: 4120.989258
	Iteration 14Q: 3 clusters Score -234589.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -234617.828125 Penalty: 4120.989258
	Iteration 15Q: 3 clusters Score -234617.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -234649.562500 Penalty: 4120.989258
	Iteration 16Q: 3 clusters Score -234649.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -234695.953125 Penalty: 4120.989258
	Iteration 17Q: 3 clusters Score -234696 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -234765.781250 Penalty: 4120.989258
	Iteration 18Q: 3 clusters Score -234765.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -234854.296875 Penalty: 4120.989258
	Iteration 19Q: 3 clusters Score -234854.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -234921.140625 Penalty: 4120.989258
	Iteration 20F: 3 clusters Score -234921.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -234969.750000 Penalty: 4120.989258
	Iteration 21Q: 3 clusters Score -234969.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -235004.453125 Penalty: 4120.989258
	Iteration 22Q: 3 clusters Score -235004.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -235027.765625 Penalty: 4120.989258
	Iteration 23Q: 3 clusters Score -235027.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -235049.546875 Penalty: 4120.989258
	Iteration 24Q: 3 clusters Score -235049.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -235064.906250 Penalty: 4120.989258
	Iteration 25Q: 3 clusters Score -235064.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -235080.015625 Penalty: 4120.989258
	Iteration 26Q: 3 clusters Score -235080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -235093.703125 Penalty: 4120.989258
	Iteration 27Q: 3 clusters Score -235093.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -235109.140625 Penalty: 4120.989258
	Iteration 28Q: 3 clusters Score -235109.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -235123.218750 Penalty: 4120.989258
	Iteration 29Q: 3 clusters Score -235123.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -235132.468750 Penalty: 4120.989258
	Iteration 30Q: 3 clusters Score -235132.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -235142.890625 Penalty: 4120.989258
	Iteration 31Q: 3 clusters Score -235142.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -235153.968750 Penalty: 4120.989258
	Iteration 32Q: 3 clusters Score -235154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -235165.406250 Penalty: 4120.989258
	Iteration 33Q: 3 clusters Score -235165.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -235170.203125 Penalty: 4120.989258
	Iteration 34Q: 3 clusters Score -235170.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -235174.468750 Penalty: 4120.989258
	Iteration 35Q: 3 clusters Score -235174.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -235177.937500 Penalty: 4120.989258
	Iteration 36Q: 3 clusters Score -235177.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -235178.171875 Penalty: 4120.989258
	Iteration 37Q: 3 clusters Score -235178.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -235178.171875 Penalty: 4120.989258
	Iteration 38F: 3 clusters Score -235178.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Entering Unmasked Estep 
Score: -181065.953125 Penalty: 1944.495117
	Iteration 0F: 2 clusters Score -181066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -178042.609375 Penalty: 3888.990234
	Iteration 0F: 3 clusters Score -178042.6 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -178609.593750 Penalty: 3888.990234
	Iteration 1F: 3 clusters Score -178609.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -178763.218750 Penalty: 3888.990234
	Iteration 2F: 3 clusters Score -178763.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -178855.750000 Penalty: 3888.990234
	Iteration 3Q: 3 clusters Score -178855.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -178948.390625 Penalty: 3888.990234
	Iteration 4Q: 3 clusters Score -178948.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -179041.437500 Penalty: 3888.990234
	Iteration 5Q: 3 clusters Score -179041.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -179126.531250 Penalty: 3888.990234
	Iteration 6Q: 3 clusters Score -179126.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -179196.296875 Penalty: 3888.990234
	Iteration 7Q: 3 clusters Score -179196.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -179275.328125 Penalty: 3888.990234
	Iteration 8Q: 3 clusters Score -179275.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -179344.968750 Penalty: 3888.990234
	Iteration 9Q: 3 clusters Score -179345 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -179392.765625 Penalty: 3888.990234
	Iteration 10Q: 3 clusters Score -179392.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -179418.046875 Penalty: 3888.990234
	Iteration 11Q: 3 clusters Score -179418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -179442.656250 Penalty: 3888.990234
	Iteration 12Q: 3 clusters Score -179442.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -179469.625000 Penalty: 3888.990234
	Iteration 13Q: 3 clusters Score -179469.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -179493.140625 Penalty: 3888.990234
	Iteration 14Q: 3 clusters Score -179493.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -179514.218750 Penalty: 3888.990234
	Iteration 15Q: 3 clusters Score -179514.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -179526.031250 Penalty: 3888.990234
	Iteration 16Q: 3 clusters Score -179526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -179537.953125 Penalty: 3888.990234
	Iteration 17Q: 3 clusters Score -179538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -179545.046875 Penalty: 3888.990234
	Iteration 18Q: 3 clusters Score -179545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -179553.109375 Penalty: 3888.990234
	Iteration 19Q: 3 clusters Score -179553.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -179562.875000 Penalty: 3888.990234
	Iteration 20F: 3 clusters Score -179562.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -179571.546875 Penalty: 3888.990234
	Iteration 21Q: 3 clusters Score -179571.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -179576.375000 Penalty: 3888.990234
	Iteration 22Q: 3 clusters Score -179576.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -179584.546875 Penalty: 3888.990234
	Iteration 23Q: 3 clusters Score -179584.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -179591.093750 Penalty: 3888.990234
	Iteration 24Q: 3 clusters Score -179591.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -179593.500000 Penalty: 3888.990234
	Iteration 25Q: 3 clusters Score -179593.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -179595.796875 Penalty: 3888.990234
	Iteration 26Q: 3 clusters Score -179595.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -179598.359375 Penalty: 3888.990234
	Iteration 27Q: 3 clusters Score -179598.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -179601.296875 Penalty: 3888.990234
	Iteration 28Q: 3 clusters Score -179601.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -179605.703125 Penalty: 3888.990234
	Iteration 29Q: 3 clusters Score -179605.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -179607.703125 Penalty: 3888.990234
	Iteration 30Q: 3 clusters Score -179607.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -179611.593750 Penalty: 3888.990234
	Iteration 31Q: 3 clusters Score -179611.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -179614.015625 Penalty: 3888.990234
	Iteration 32Q: 3 clusters Score -179614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -179615.703125 Penalty: 3888.990234
	Iteration 33Q: 3 clusters Score -179615.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -179617.546875 Penalty: 3888.990234
	Iteration 34Q: 3 clusters Score -179617.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -179617.921875 Penalty: 3888.990234
	Iteration 35Q: 3 clusters Score -179617.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -179617.921875 Penalty: 3888.990234
	Iteration 36F: 3 clusters Score -179617.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Entering Unmasked Estep 
Score: -372210.875000 Penalty: 2125.353760
	Iteration 0F: 2 clusters Score -372210.9 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 2643 members 
Entering Unmasked Estep 
Score: -367508.687500 Penalty: 4250.707520
	Iteration 0F: 3 clusters Score -367508.7 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -368777.281250 Penalty: 4250.707520
	Iteration 1F: 3 clusters Score -368777.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -369178.843750 Penalty: 4250.707520
	Iteration 2F: 3 clusters Score -369178.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -369515.562500 Penalty: 4250.707520
	Iteration 3F: 3 clusters Score -369515.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -369794.093750 Penalty: 4250.707520
	Iteration 4F: 3 clusters Score -369794.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -370022.843750 Penalty: 4250.707520
	Iteration 5F: 3 clusters Score -370022.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -370167.468750 Penalty: 4250.707520
	Iteration 6Q: 3 clusters Score -370167.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -370259.500000 Penalty: 4250.707520
	Iteration 7Q: 3 clusters Score -370259.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -370319.281250 Penalty: 4250.707520
	Iteration 8Q: 3 clusters Score -370319.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -370379.687500 Penalty: 4250.707520
	Iteration 9Q: 3 clusters Score -370379.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -370436.843750 Penalty: 4250.707520
	Iteration 10Q: 3 clusters Score -370436.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -370491.531250 Penalty: 4250.707520
	Iteration 11Q: 3 clusters Score -370491.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -370528.656250 Penalty: 4250.707520
	Iteration 12Q: 3 clusters Score -370528.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -370555.968750 Penalty: 4250.707520
	Iteration 13Q: 3 clusters Score -370556 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -370579.593750 Penalty: 4250.707520
	Iteration 14Q: 3 clusters Score -370579.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -370611.750000 Penalty: 4250.707520
	Iteration 15Q: 3 clusters Score -370611.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -370642.156250 Penalty: 4250.707520
	Iteration 16Q: 3 clusters Score -370642.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -370672.187500 Penalty: 4250.707520
	Iteration 17Q: 3 clusters Score -370672.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -370701.906250 Penalty: 4250.707520
	Iteration 18Q: 3 clusters Score -370701.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -370726.625000 Penalty: 4250.707520
	Iteration 19Q: 3 clusters Score -370726.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -370756.531250 Penalty: 4250.707520
	Iteration 20F: 3 clusters Score -370756.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -370791.750000 Penalty: 4250.707520
	Iteration 21Q: 3 clusters Score -370791.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -370823.625000 Penalty: 4250.707520
	Iteration 22Q: 3 clusters Score -370823.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -370863.281250 Penalty: 4250.707520
	Iteration 23Q: 3 clusters Score -370863.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -370899.218750 Penalty: 4250.707520
	Iteration 24Q: 3 clusters Score -370899.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -370936.406250 Penalty: 4250.707520
	Iteration 25Q: 3 clusters Score -370936.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -370978.156250 Penalty: 4250.707520
	Iteration 26Q: 3 clusters Score -370978.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -371012.812500 Penalty: 4250.707520
	Iteration 27Q: 3 clusters Score -371012.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -371042.218750 Penalty: 4250.707520
	Iteration 28Q: 3 clusters Score -371042.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -371062.875000 Penalty: 4250.707520
	Iteration 29Q: 3 clusters Score -371062.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -371077.843750 Penalty: 4250.707520
	Iteration 30Q: 3 clusters Score -371077.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -371087.281250 Penalty: 4250.707520
	Iteration 31Q: 3 clusters Score -371087.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -371096.656250 Penalty: 4250.707520
	Iteration 32Q: 3 clusters Score -371096.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -371103.937500 Penalty: 4250.707520
	Iteration 33Q: 3 clusters Score -371103.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -371112.812500 Penalty: 4250.707520
	Iteration 34Q: 3 clusters Score -371112.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -371117.656250 Penalty: 4250.707520
	Iteration 35Q: 3 clusters Score -371117.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -371123.500000 Penalty: 4250.707520
	Iteration 36Q: 3 clusters Score -371123.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -371126.562500 Penalty: 4250.707520
	Iteration 37Q: 3 clusters Score -371126.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -371128.625000 Penalty: 4250.707520
	Iteration 38Q: 3 clusters Score -371128.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -371129.656250 Penalty: 4250.707520
	Iteration 39Q: 3 clusters Score -371129.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -371130.781250 Penalty: 4250.707520
	Iteration 40F: 3 clusters Score -371130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -371132.281250 Penalty: 4250.707520
	Iteration 41Q: 3 clusters Score -371132.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -371132.281250 Penalty: 4250.707520
	Iteration 42Q: 3 clusters Score -371132.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -371132.656250 Penalty: 4250.707520
	Iteration 43Q: 3 clusters Score -371132.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -371132.875000 Penalty: 4250.707520
	Iteration 44Q: 3 clusters Score -371132.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -371132.875000 Penalty: 4250.707520
	Iteration 45F: 3 clusters Score -371132.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Entering Unmasked Estep 
Score: -247366.921875 Penalty: 2058.900391
	Iteration 0F: 2 clusters Score -247366.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -243494.125000 Penalty: 4117.800781
	Iteration 0F: 3 clusters Score -243494.1 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -244464.656250 Penalty: 4117.800781
	Iteration 1F: 3 clusters Score -244464.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -244727.140625 Penalty: 4117.800781
	Iteration 2F: 3 clusters Score -244727.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -244915.359375 Penalty: 4117.800781
	Iteration 3F: 3 clusters Score -244915.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -245105.437500 Penalty: 4117.800781
	Iteration 4Q: 3 clusters Score -245105.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -245292.234375 Penalty: 4117.800781
	Iteration 5Q: 3 clusters Score -245292.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -245477.343750 Penalty: 4117.800781
	Iteration 6Q: 3 clusters Score -245477.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -245667.203125 Penalty: 4117.800781
	Iteration 7Q: 3 clusters Score -245667.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -245840.187500 Penalty: 4117.800781
	Iteration 8Q: 3 clusters Score -245840.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -245981.031250 Penalty: 4117.800781
	Iteration 9Q: 3 clusters Score -245981 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -246115.187500 Penalty: 4117.800781
	Iteration 10Q: 3 clusters Score -246115.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -246251.718750 Penalty: 4117.800781
	Iteration 11Q: 3 clusters Score -246251.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -246324.687500 Penalty: 4117.800781
	Iteration 12Q: 3 clusters Score -246324.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -246374.703125 Penalty: 4117.800781
	Iteration 13Q: 3 clusters Score -246374.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -246406.750000 Penalty: 4117.800781
	Iteration 14Q: 3 clusters Score -246406.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -246426.796875 Penalty: 4117.800781
	Iteration 15Q: 3 clusters Score -246426.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -246445.250000 Penalty: 4117.800781
	Iteration 16Q: 3 clusters Score -246445.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -246458.812500 Penalty: 4117.800781
	Iteration 17Q: 3 clusters Score -246458.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -246472.546875 Penalty: 4117.800781
	Iteration 18Q: 3 clusters Score -246472.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -246489.390625 Penalty: 4117.800781
	Iteration 19Q: 3 clusters Score -246489.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -246509.859375 Penalty: 4117.800781
	Iteration 20F: 3 clusters Score -246509.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -246522.656250 Penalty: 4117.800781
	Iteration 21Q: 3 clusters Score -246522.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -246533.984375 Penalty: 4117.800781
	Iteration 22Q: 3 clusters Score -246534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -246549.531250 Penalty: 4117.800781
	Iteration 23Q: 3 clusters Score -246549.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -246562.390625 Penalty: 4117.800781
	Iteration 24Q: 3 clusters Score -246562.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -246574.265625 Penalty: 4117.800781
	Iteration 25Q: 3 clusters Score -246574.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -246586.140625 Penalty: 4117.800781
	Iteration 26Q: 3 clusters Score -246586.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -246597.109375 Penalty: 4117.800781
	Iteration 27Q: 3 clusters Score -246597.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -246604.390625 Penalty: 4117.800781
	Iteration 28Q: 3 clusters Score -246604.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -246607.984375 Penalty: 4117.800781
	Iteration 29Q: 3 clusters Score -246608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -246609.437500 Penalty: 4117.800781
	Iteration 30Q: 3 clusters Score -246609.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -246612.109375 Penalty: 4117.800781
	Iteration 31Q: 3 clusters Score -246612.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -246615.187500 Penalty: 4117.800781
	Iteration 32Q: 3 clusters Score -246615.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -246616.328125 Penalty: 4117.800781
	Iteration 33Q: 3 clusters Score -246616.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -246618.656250 Penalty: 4117.800781
	Iteration 34Q: 3 clusters Score -246618.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -246620.468750 Penalty: 4117.800781
	Iteration 35Q: 3 clusters Score -246620.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -246622.906250 Penalty: 4117.800781
	Iteration 36Q: 3 clusters Score -246622.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -246625.468750 Penalty: 4117.800781
	Iteration 37Q: 3 clusters Score -246625.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -246627.343750 Penalty: 4117.800781
	Iteration 38Q: 3 clusters Score -246627.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -246628.109375 Penalty: 4117.800781
	Iteration 39Q: 3 clusters Score -246628.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -246628.125000 Penalty: 4117.800781
	Iteration 40F: 3 clusters Score -246628.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Entering Unmasked Estep 
Score: -2822224.250000 Penalty: 2600.793701
	Iteration 0F: 2 clusters Score -2822224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2797933.250000 Penalty: 5201.587402
	Iteration 0F: 3 clusters Score -2797933 nChanged 16312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2807020.750000 Penalty: 5201.587402
	Iteration 1F: 3 clusters Score -2807021 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -2807839.500000 Penalty: 5201.587402
	Iteration 2F: 3 clusters Score -2807840 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2808847.500000 Penalty: 5201.587402
	Iteration 3F: 3 clusters Score -2808848 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -2810093.000000 Penalty: 5201.587402
	Iteration 4F: 3 clusters Score -2810093 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -2811576.750000 Penalty: 5201.587402
	Iteration 5F: 3 clusters Score -2811577 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -2813135.000000 Penalty: 5201.587402
	Iteration 6F: 3 clusters Score -2813135 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -2814453.750000 Penalty: 5201.587402
	Iteration 7F: 3 clusters Score -2814454 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -2815471.500000 Penalty: 5201.587402
	Iteration 8Q: 3 clusters Score -2815472 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -2816232.500000 Penalty: 5201.587402
	Iteration 9Q: 3 clusters Score -2816232 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -2816918.250000 Penalty: 5201.587402
	Iteration 10Q: 3 clusters Score -2816918 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -2817402.250000 Penalty: 5201.587402
	Iteration 11Q: 3 clusters Score -2817402 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -2817825.750000 Penalty: 5201.587402
	Iteration 12Q: 3 clusters Score -2817826 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -2818171.750000 Penalty: 5201.587402
	Iteration 13Q: 3 clusters Score -2818172 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -2818389.750000 Penalty: 5201.587402
	Iteration 14Q: 3 clusters Score -2818390 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -2818513.750000 Penalty: 5201.587402
	Iteration 15Q: 3 clusters Score -2818514 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -2818634.000000 Penalty: 5201.587402
	Iteration 16Q: 3 clusters Score -2818634 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -2818715.750000 Penalty: 5201.587402
	Iteration 17Q: 3 clusters Score -2818716 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -2818807.250000 Penalty: 5201.587402
	Iteration 18Q: 3 clusters Score -2818807 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -2818878.250000 Penalty: 5201.587402
	Iteration 19Q: 3 clusters Score -2818878 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -2818954.500000 Penalty: 5201.587402
	Iteration 20F: 3 clusters Score -2818954 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -2819021.000000 Penalty: 5201.587402
	Iteration 21Q: 3 clusters Score -2819021 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -2819088.750000 Penalty: 5201.587402
	Iteration 22Q: 3 clusters Score -2819089 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -2819153.500000 Penalty: 5201.587402
	Iteration 23Q: 3 clusters Score -2819154 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -2819219.500000 Penalty: 5201.587402
	Iteration 24Q: 3 clusters Score -2819220 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -2819281.500000 Penalty: 5201.587402
	Iteration 25Q: 3 clusters Score -2819282 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -2819340.250000 Penalty: 5201.587402
	Iteration 26Q: 3 clusters Score -2819340 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -2819391.250000 Penalty: 5201.587402
	Iteration 27Q: 3 clusters Score -2819391 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -2819431.750000 Penalty: 5201.587402
	Iteration 28Q: 3 clusters Score -2819432 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -2819472.250000 Penalty: 5201.587402
	Iteration 29Q: 3 clusters Score -2819472 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -2819510.250000 Penalty: 5201.587402
	Iteration 30Q: 3 clusters Score -2819510 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -2819533.500000 Penalty: 5201.587402
	Iteration 31Q: 3 clusters Score -2819534 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -2819576.750000 Penalty: 5201.587402
	Iteration 32Q: 3 clusters Score -2819577 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -2819594.500000 Penalty: 5201.587402
	Iteration 33Q: 3 clusters Score -2819594 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -2819631.500000 Penalty: 5201.587402
	Iteration 34Q: 3 clusters Score -2819632 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -2819661.000000 Penalty: 5201.587402
	Iteration 35Q: 3 clusters Score -2819661 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -2819686.500000 Penalty: 5201.587402
	Iteration 36Q: 3 clusters Score -2819686 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -2819695.500000 Penalty: 5201.587402
	Iteration 37Q: 3 clusters Score -2819696 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -2819714.000000 Penalty: 5201.587402
	Iteration 38Q: 3 clusters Score -2819714 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -2819733.000000 Penalty: 5201.587402
	Iteration 39Q: 3 clusters Score -2819733 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -2819739.250000 Penalty: 5201.587402
	Iteration 40F: 3 clusters Score -2819739 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -2819745.250000 Penalty: 5201.587402
	Iteration 41Q: 3 clusters Score -2819745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -2819752.750000 Penalty: 5201.587402
	Iteration 42Q: 3 clusters Score -2819753 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -2819774.500000 Penalty: 5201.587402
	Iteration 43Q: 3 clusters Score -2819774 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -2819778.250000 Penalty: 5201.587402
	Iteration 44Q: 3 clusters Score -2819778 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -2819797.000000 Penalty: 5201.587402
	Iteration 45Q: 3 clusters Score -2819797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -2819804.750000 Penalty: 5201.587402
	Iteration 46Q: 3 clusters Score -2819805 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -2819803.000000 Penalty: 5201.587402
	Iteration 47Q: 3 clusters Score -2819803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -2819810.750000 Penalty: 5201.587402
	Iteration 48Q: 3 clusters Score -2819811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -2819820.000000 Penalty: 5201.587402
	Iteration 49Q: 3 clusters Score -2819820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -2819823.750000 Penalty: 5201.587402
	Iteration 50Q: 3 clusters Score -2819824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -2819823.000000 Penalty: 5201.587402
	Iteration 51Q: 3 clusters Score -2819823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -2819832.250000 Penalty: 5201.587402
	Iteration 52Q: 3 clusters Score -2819832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -2819834.250000 Penalty: 5201.587402
	Iteration 53Q: 3 clusters Score -2819834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -2819847.750000 Penalty: 5201.587402
	Iteration 54Q: 3 clusters Score -2819848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -2819855.250000 Penalty: 5201.587402
	Iteration 55Q: 3 clusters Score -2819855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -2819861.500000 Penalty: 5201.587402
	Iteration 56Q: 3 clusters Score -2819862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -2819866.500000 Penalty: 5201.587402
	Iteration 57Q: 3 clusters Score -2819866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -2819873.250000 Penalty: 5201.587402
	Iteration 58Q: 3 clusters Score -2819873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -2819874.500000 Penalty: 5201.587402
	Iteration 59Q: 3 clusters Score -2819874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -2819877.000000 Penalty: 5201.587402
	Iteration 60F: 3 clusters Score -2819877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -2819874.750000 Penalty: 5201.587402
	Iteration 61Q: 3 clusters Score -2819875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -2819886.000000 Penalty: 5201.587402
	Iteration 62Q: 3 clusters Score -2819886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -2819889.750000 Penalty: 5201.587402
	Iteration 63Q: 3 clusters Score -2819890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -2819898.750000 Penalty: 5201.587402
	Iteration 64Q: 3 clusters Score -2819899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -2819904.000000 Penalty: 5201.587402
	Iteration 65Q: 3 clusters Score -2819904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -2819904.000000 Penalty: 5201.587402
	Iteration 66Q: 3 clusters Score -2819904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -2819920.000000 Penalty: 5201.587402
	Iteration 67Q: 3 clusters Score -2819920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -2819931.500000 Penalty: 5201.587402
	Iteration 68Q: 3 clusters Score -2819932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -2819940.500000 Penalty: 5201.587402
	Iteration 69Q: 3 clusters Score -2819940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -2819948.250000 Penalty: 5201.587402
	Iteration 70Q: 3 clusters Score -2819948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -2819949.500000 Penalty: 5201.587402
	Iteration 71Q: 3 clusters Score -2819950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -2819957.250000 Penalty: 5201.587402
	Iteration 72Q: 3 clusters Score -2819957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -2819960.750000 Penalty: 5201.587402
	Iteration 73Q: 3 clusters Score -2819961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -2819962.000000 Penalty: 5201.587402
	Iteration 74Q: 3 clusters Score -2819962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -2819958.000000 Penalty: 5201.587402
	Iteration 75Q: 3 clusters Score -2819958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -2819962.000000 Penalty: 5201.587402
	Iteration 76Q: 3 clusters Score -2819962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -2819965.500000 Penalty: 5201.587402
	Iteration 77Q: 3 clusters Score -2819966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -2819969.250000 Penalty: 5201.587402
	Iteration 78Q: 3 clusters Score -2819969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -2819970.750000 Penalty: 5201.587402
	Iteration 79Q: 3 clusters Score -2819971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -2819974.000000 Penalty: 5201.587402
	Iteration 80F: 3 clusters Score -2819974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -2819974.500000 Penalty: 5201.587402
	Iteration 81Q: 3 clusters Score -2819974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -2819976.250000 Penalty: 5201.587402
	Iteration 82Q: 3 clusters Score -2819976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -2819976.750000 Penalty: 5201.587402
	Iteration 83Q: 3 clusters Score -2819977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -2819978.500000 Penalty: 5201.587402
	Iteration 84Q: 3 clusters Score -2819978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -2819981.250000 Penalty: 5201.587402
	Iteration 85Q: 3 clusters Score -2819981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -2819984.750000 Penalty: 5201.587402
	Iteration 86Q: 3 clusters Score -2819985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -2819984.750000 Penalty: 5201.587402
	Iteration 87F: 3 clusters Score -2819985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (175335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175335 members 
Entering Unmasked Estep 
Score: -13277675.000000 Penalty: 2994.464355
	Iteration 0F: 2 clusters Score -1.327768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87666 members 
Mstep: Class 2 contains 87669 members 
Entering Unmasked Estep 
Score: -13159802.000000 Penalty: 5988.928711
	Iteration 0F: 3 clusters Score -1.31598e+07 nChanged 84257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88769 members 
Mstep: Class 2 contains 86566 members 
Entering Unmasked Estep 
Score: -13209157.000000 Penalty: 5988.928711
	Iteration 1F: 3 clusters Score -1.320916e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89779 members 
Mstep: Class 2 contains 85556 members 
Entering Unmasked Estep 
Score: -13210159.000000 Penalty: 5988.928711
	Iteration 2Q: 3 clusters Score -1.321016e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91468 members 
Mstep: Class 2 contains 83867 members 
Entering Unmasked Estep 
Score: -13211687.000000 Penalty: 5988.928711
	Iteration 3Q: 3 clusters Score -1.321169e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94127 members 
Mstep: Class 2 contains 81208 members 
Entering Unmasked Estep 
Score: -13213658.000000 Penalty: 5988.928711
	Iteration 4Q: 3 clusters Score -1.321366e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98086 members 
Mstep: Class 2 contains 77249 members 
Entering Unmasked Estep 
Score: -13216544.000000 Penalty: 5988.928711
	Iteration 5Q: 3 clusters Score -1.321654e+07 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103554 members 
Mstep: Class 2 contains 71781 members 
Entering Unmasked Estep 
Score: -13220317.000000 Penalty: 5988.928711
	Iteration 6F: 3 clusters Score -1.322032e+07 nChanged 10466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110968 members 
Mstep: Class 2 contains 64367 members 
Entering Unmasked Estep 
Score: -13225957.000000 Penalty: 5988.928711
	Iteration 7F: 3 clusters Score -1.322596e+07 nChanged 11598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120216 members 
Mstep: Class 2 contains 55119 members 
Entering Unmasked Estep 
Score: -13233166.000000 Penalty: 5988.928711
	Iteration 8F: 3 clusters Score -1.323317e+07 nChanged 11686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130482 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -13241087.000000 Penalty: 5988.928711
	Iteration 9F: 3 clusters Score -1.324109e+07 nChanged 10793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140661 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -13249730.000000 Penalty: 5988.928711
	Iteration 10F: 3 clusters Score -1.324973e+07 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149739 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -13257885.000000 Penalty: 5988.928711
	Iteration 11F: 3 clusters Score -1.325788e+07 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156692 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -13264355.000000 Penalty: 5988.928711
	Iteration 12Q: 3 clusters Score -1.326436e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161294 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -13268602.000000 Penalty: 5988.928711
	Iteration 13Q: 3 clusters Score -1.32686e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164193 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -13270665.000000 Penalty: 5988.928711
	Iteration 14Q: 3 clusters Score -1.327066e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166162 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -13271944.000000 Penalty: 5988.928711
	Iteration 15Q: 3 clusters Score -1.327194e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167673 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -13272813.000000 Penalty: 5988.928711
	Iteration 16Q: 3 clusters Score -1.327281e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168841 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -13273325.000000 Penalty: 5988.928711
	Iteration 17Q: 3 clusters Score -1.327332e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169794 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -13273752.000000 Penalty: 5988.928711
	Iteration 18Q: 3 clusters Score -1.327375e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170546 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -13274090.000000 Penalty: 5988.928711
	Iteration 19Q: 3 clusters Score -1.327409e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171140 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -13274397.000000 Penalty: 5988.928711
	Iteration 20F: 3 clusters Score -1.32744e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171603 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -13274603.000000 Penalty: 5988.928711
	Iteration 21Q: 3 clusters Score -1.32746e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171984 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -13274712.000000 Penalty: 5988.928711
	Iteration 22Q: 3 clusters Score -1.327471e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172291 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -13274835.000000 Penalty: 5988.928711
	Iteration 23Q: 3 clusters Score -1.327484e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172539 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -13274906.000000 Penalty: 5988.928711
	Iteration 24Q: 3 clusters Score -1.327491e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172746 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -13274997.000000 Penalty: 5988.928711
	Iteration 25Q: 3 clusters Score -1.3275e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172921 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -13275122.000000 Penalty: 5988.928711
	Iteration 26Q: 3 clusters Score -1.327512e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173065 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -13275194.000000 Penalty: 5988.928711
	Iteration 27Q: 3 clusters Score -1.327519e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173165 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -13275210.000000 Penalty: 5988.928711
	Iteration 28Q: 3 clusters Score -1.327521e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173262 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -13275220.000000 Penalty: 5988.928711
	Iteration 29Q: 3 clusters Score -1.327522e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173350 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -13275301.000000 Penalty: 5988.928711
	Iteration 30Q: 3 clusters Score -1.32753e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173423 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -13275329.000000 Penalty: 5988.928711
	Iteration 31Q: 3 clusters Score -1.327533e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173487 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -13275364.000000 Penalty: 5988.928711
	Iteration 32Q: 3 clusters Score -1.327536e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173533 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -13275401.000000 Penalty: 5988.928711
	Iteration 33Q: 3 clusters Score -1.32754e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173573 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -13275427.000000 Penalty: 5988.928711
	Iteration 34Q: 3 clusters Score -1.327543e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173612 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -13275448.000000 Penalty: 5988.928711
	Iteration 35Q: 3 clusters Score -1.327545e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173634 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -13275460.000000 Penalty: 5988.928711
	Iteration 36Q: 3 clusters Score -1.327546e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173651 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -13275486.000000 Penalty: 5988.928711
	Iteration 37Q: 3 clusters Score -1.327549e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173667 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -13275511.000000 Penalty: 5988.928711
	Iteration 38Q: 3 clusters Score -1.327551e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173682 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -13275498.000000 Penalty: 5988.928711
	Iteration 39Q: 3 clusters Score -1.32755e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173704 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -13275522.000000 Penalty: 5988.928711
	Iteration 40F: 3 clusters Score -1.327552e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173720 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -13275553.000000 Penalty: 5988.928711
	Iteration 41Q: 3 clusters Score -1.327555e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173732 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -13275556.000000 Penalty: 5988.928711
	Iteration 42Q: 3 clusters Score -1.327556e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173748 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -13275539.000000 Penalty: 5988.928711
	Iteration 43Q: 3 clusters Score -1.327554e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173767 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -13275568.000000 Penalty: 5988.928711
	Iteration 44Q: 3 clusters Score -1.327557e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173779 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -13275572.000000 Penalty: 5988.928711
	Iteration 45Q: 3 clusters Score -1.327557e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173795 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -13275566.000000 Penalty: 5988.928711
	Iteration 46Q: 3 clusters Score -1.327557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173811 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -13275588.000000 Penalty: 5988.928711
	Iteration 47Q: 3 clusters Score -1.327559e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173831 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -13275578.000000 Penalty: 5988.928711
	Iteration 48Q: 3 clusters Score -1.327558e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173842 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -13275593.000000 Penalty: 5988.928711
	Iteration 49Q: 3 clusters Score -1.327559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173847 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -13275595.000000 Penalty: 5988.928711
	Iteration 50Q: 3 clusters Score -1.32756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173849 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -13275592.000000 Penalty: 5988.928711
	Iteration 51Q: 3 clusters Score -1.327559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173854 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -13275604.000000 Penalty: 5988.928711
	Iteration 52Q: 3 clusters Score -1.32756e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173867 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -13275584.000000 Penalty: 5988.928711
	Iteration 53Q: 3 clusters Score -1.327558e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173879 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -13275593.000000 Penalty: 5988.928711
	Iteration 54Q: 3 clusters Score -1.327559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173892 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -13275596.000000 Penalty: 5988.928711
	Iteration 55Q: 3 clusters Score -1.32756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173901 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -13275601.000000 Penalty: 5988.928711
	Iteration 56Q: 3 clusters Score -1.32756e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173912 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -13275612.000000 Penalty: 5988.928711
	Iteration 57Q: 3 clusters Score -1.327561e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173923 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -13275612.000000 Penalty: 5988.928711
	Iteration 58Q: 3 clusters Score -1.327561e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173933 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -13275621.000000 Penalty: 5988.928711
	Iteration 59Q: 3 clusters Score -1.327562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173939 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -13275620.000000 Penalty: 5988.928711
	Iteration 60F: 3 clusters Score -1.327562e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173944 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -13275633.000000 Penalty: 5988.928711
	Iteration 61Q: 3 clusters Score -1.327563e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173946 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -13275652.000000 Penalty: 5988.928711
	Iteration 62Q: 3 clusters Score -1.327565e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173951 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -13275676.000000 Penalty: 5988.928711
	Iteration 63Q: 3 clusters Score -1.327568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173956 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -13275676.000000 Penalty: 5988.928711
	Iteration 64Q: 3 clusters Score -1.327568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173961 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -13275676.000000 Penalty: 5988.928711
	Iteration 65Q: 3 clusters Score -1.327568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173964 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -13275668.000000 Penalty: 5988.928711
	Iteration 66Q: 3 clusters Score -1.327567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173965 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -13275676.000000 Penalty: 5988.928711
	Iteration 67Q: 3 clusters Score -1.327568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173964 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -13275675.000000 Penalty: 5988.928711
	Iteration 68Q: 3 clusters Score -1.327568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173965 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -13275667.000000 Penalty: 5988.928711
	Iteration 69Q: 3 clusters Score -1.327567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173967 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -13275669.000000 Penalty: 5988.928711
	Iteration 70Q: 3 clusters Score -1.327567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173968 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -13275669.000000 Penalty: 5988.928711
	Iteration 71Q: 3 clusters Score -1.327567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173968 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -13275669.000000 Penalty: 5988.928711
	Iteration 72F: 3 clusters Score -1.327567e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -536415.875000 Penalty: 2196.734375
	Iteration 0F: 2 clusters Score -536415.9 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 3541 members 
Entering Unmasked Estep 
Score: -530611.187500 Penalty: 4393.468750
	Iteration 0F: 3 clusters Score -530611.2 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -532164.562500 Penalty: 4393.468750
	Iteration 1F: 3 clusters Score -532164.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -532432.250000 Penalty: 4393.468750
	Iteration 2F: 3 clusters Score -532432.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -532641.062500 Penalty: 4393.468750
	Iteration 3F: 3 clusters Score -532641.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -532825.562500 Penalty: 4393.468750
	Iteration 4Q: 3 clusters Score -532825.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -532994.687500 Penalty: 4393.468750
	Iteration 5Q: 3 clusters Score -532994.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -533149.937500 Penalty: 4393.468750
	Iteration 6Q: 3 clusters Score -533149.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -533285.375000 Penalty: 4393.468750
	Iteration 7Q: 3 clusters Score -533285.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -533427.000000 Penalty: 4393.468750
	Iteration 8Q: 3 clusters Score -533427 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -533566.062500 Penalty: 4393.468750
	Iteration 9Q: 3 clusters Score -533566.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -533718.750000 Penalty: 4393.468750
	Iteration 10Q: 3 clusters Score -533718.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -533893.562500 Penalty: 4393.468750
	Iteration 11Q: 3 clusters Score -533893.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -534075.625000 Penalty: 4393.468750
	Iteration 12Q: 3 clusters Score -534075.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -534250.937500 Penalty: 4393.468750
	Iteration 13Q: 3 clusters Score -534250.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -534392.000000 Penalty: 4393.468750
	Iteration 14Q: 3 clusters Score -534392 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -534520.437500 Penalty: 4393.468750
	Iteration 15Q: 3 clusters Score -534520.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -534614.687500 Penalty: 4393.468750
	Iteration 16Q: 3 clusters Score -534614.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -534674.437500 Penalty: 4393.468750
	Iteration 17Q: 3 clusters Score -534674.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -534732.812500 Penalty: 4393.468750
	Iteration 18Q: 3 clusters Score -534732.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -534774.062500 Penalty: 4393.468750
	Iteration 19Q: 3 clusters Score -534774.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -534799.625000 Penalty: 4393.468750
	Iteration 20F: 3 clusters Score -534799.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -534816.375000 Penalty: 4393.468750
	Iteration 21Q: 3 clusters Score -534816.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -534830.187500 Penalty: 4393.468750
	Iteration 22Q: 3 clusters Score -534830.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -534839.937500 Penalty: 4393.468750
	Iteration 23Q: 3 clusters Score -534839.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -534846.437500 Penalty: 4393.468750
	Iteration 24Q: 3 clusters Score -534846.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -534850.125000 Penalty: 4393.468750
	Iteration 25Q: 3 clusters Score -534850.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -534854.375000 Penalty: 4393.468750
	Iteration 26Q: 3 clusters Score -534854.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -534856.875000 Penalty: 4393.468750
	Iteration 27Q: 3 clusters Score -534856.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -534855.375000 Penalty: 4393.468750
	Iteration 28Q: 3 clusters Score -534855.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -534855.437500 Penalty: 4393.468750
	Iteration 29Q: 3 clusters Score -534855.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -534858.562500 Penalty: 4393.468750
	Iteration 30Q: 3 clusters Score -534858.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -534858.062500 Penalty: 4393.468750
	Iteration 31Q: 3 clusters Score -534858.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -534859.062500 Penalty: 4393.468750
	Iteration 32Q: 3 clusters Score -534859.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -534860.562500 Penalty: 4393.468750
	Iteration 33Q: 3 clusters Score -534860.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -534862.687500 Penalty: 4393.468750
	Iteration 34Q: 3 clusters Score -534862.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -534861.000000 Penalty: 4393.468750
	Iteration 35Q: 3 clusters Score -534861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -534861.812500 Penalty: 4393.468750
	Iteration 36Q: 3 clusters Score -534861.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -534862.812500 Penalty: 4393.468750
	Iteration 37Q: 3 clusters Score -534862.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -534863.125000 Penalty: 4393.468750
	Iteration 38Q: 3 clusters Score -534863.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -534863.312500 Penalty: 4393.468750
	Iteration 39Q: 3 clusters Score -534863.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -534863.437500 Penalty: 4393.468750
	Iteration 40F: 3 clusters Score -534863.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -534864.125000 Penalty: 4393.468750
	Iteration 41Q: 3 clusters Score -534864.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -534864.687500 Penalty: 4393.468750
	Iteration 42Q: 3 clusters Score -534864.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -534864.687500 Penalty: 4393.468750
	Iteration 43F: 3 clusters Score -534864.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Entering Unmasked Estep 
Score: -949539.625000 Penalty: 2336.710938
	Iteration 0F: 2 clusters Score -949539.6 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 6175 members 
Entering Unmasked Estep 
Score: -940378.875000 Penalty: 4673.421875
	Iteration 0F: 3 clusters Score -940378.9 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -943140.750000 Penalty: 4673.421875
	Iteration 1F: 3 clusters Score -943140.8 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -943447.187500 Penalty: 4673.421875
	Iteration 2F: 3 clusters Score -943447.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -943672.062500 Penalty: 4673.421875
	Iteration 3Q: 3 clusters Score -943672.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -943844.000000 Penalty: 4673.421875
	Iteration 4Q: 3 clusters Score -943844 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -943978.687500 Penalty: 4673.421875
	Iteration 5Q: 3 clusters Score -943978.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -944094.500000 Penalty: 4673.421875
	Iteration 6Q: 3 clusters Score -944094.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -944207.562500 Penalty: 4673.421875
	Iteration 7Q: 3 clusters Score -944207.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -944347.937500 Penalty: 4673.421875
	Iteration 8Q: 3 clusters Score -944347.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -944498.125000 Penalty: 4673.421875
	Iteration 9Q: 3 clusters Score -944498.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -944658.125000 Penalty: 4673.421875
	Iteration 10Q: 3 clusters Score -944658.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -944834.250000 Penalty: 4673.421875
	Iteration 11Q: 3 clusters Score -944834.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -945004.250000 Penalty: 4673.421875
	Iteration 12Q: 3 clusters Score -945004.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -945200.250000 Penalty: 4673.421875
	Iteration 13Q: 3 clusters Score -945200.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -945385.000000 Penalty: 4673.421875
	Iteration 14Q: 3 clusters Score -945385 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -945556.062500 Penalty: 4673.421875
	Iteration 15Q: 3 clusters Score -945556.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -945710.437500 Penalty: 4673.421875
	Iteration 16Q: 3 clusters Score -945710.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -945857.000000 Penalty: 4673.421875
	Iteration 17Q: 3 clusters Score -945857 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -945989.562500 Penalty: 4673.421875
	Iteration 18Q: 3 clusters Score -945989.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -946113.937500 Penalty: 4673.421875
	Iteration 19Q: 3 clusters Score -946113.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -946231.187500 Penalty: 4673.421875
	Iteration 20F: 3 clusters Score -946231.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -946341.437500 Penalty: 4673.421875
	Iteration 21Q: 3 clusters Score -946341.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -946471.312500 Penalty: 4673.421875
	Iteration 22Q: 3 clusters Score -946471.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -946624.375000 Penalty: 4673.421875
	Iteration 23Q: 3 clusters Score -946624.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -946794.937500 Penalty: 4673.421875
	Iteration 24Q: 3 clusters Score -946794.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -946934.125000 Penalty: 4673.421875
	Iteration 25Q: 3 clusters Score -946934.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -947051.562500 Penalty: 4673.421875
	Iteration 26Q: 3 clusters Score -947051.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -947143.375000 Penalty: 4673.421875
	Iteration 27Q: 3 clusters Score -947143.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -947208.125000 Penalty: 4673.421875
	Iteration 28Q: 3 clusters Score -947208.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -947271.125000 Penalty: 4673.421875
	Iteration 29Q: 3 clusters Score -947271.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -947331.812500 Penalty: 4673.421875
	Iteration 30Q: 3 clusters Score -947331.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -947389.625000 Penalty: 4673.421875
	Iteration 31Q: 3 clusters Score -947389.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -947444.750000 Penalty: 4673.421875
	Iteration 32Q: 3 clusters Score -947444.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -947496.437500 Penalty: 4673.421875
	Iteration 33Q: 3 clusters Score -947496.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -947545.562500 Penalty: 4673.421875
	Iteration 34Q: 3 clusters Score -947545.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -947596.937500 Penalty: 4673.421875
	Iteration 35Q: 3 clusters Score -947596.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -947640.125000 Penalty: 4673.421875
	Iteration 36Q: 3 clusters Score -947640.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -947691.687500 Penalty: 4673.421875
	Iteration 37Q: 3 clusters Score -947691.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -947751.375000 Penalty: 4673.421875
	Iteration 38Q: 3 clusters Score -947751.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -947818.562500 Penalty: 4673.421875
	Iteration 39Q: 3 clusters Score -947818.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -947876.312500 Penalty: 4673.421875
	Iteration 40F: 3 clusters Score -947876.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -947934.312500 Penalty: 4673.421875
	Iteration 41Q: 3 clusters Score -947934.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -947998.000000 Penalty: 4673.421875
	Iteration 42Q: 3 clusters Score -947998 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -948059.437500 Penalty: 4673.421875
	Iteration 43Q: 3 clusters Score -948059.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -948105.312500 Penalty: 4673.421875
	Iteration 44Q: 3 clusters Score -948105.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -948142.437500 Penalty: 4673.421875
	Iteration 45Q: 3 clusters Score -948142.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -948171.062500 Penalty: 4673.421875
	Iteration 46Q: 3 clusters Score -948171.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -948191.937500 Penalty: 4673.421875
	Iteration 47Q: 3 clusters Score -948191.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -948206.750000 Penalty: 4673.421875
	Iteration 48Q: 3 clusters Score -948206.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -948226.250000 Penalty: 4673.421875
	Iteration 49Q: 3 clusters Score -948226.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -948235.750000 Penalty: 4673.421875
	Iteration 50Q: 3 clusters Score -948235.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -948248.062500 Penalty: 4673.421875
	Iteration 51Q: 3 clusters Score -948248.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -948255.062500 Penalty: 4673.421875
	Iteration 52Q: 3 clusters Score -948255.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -948261.625000 Penalty: 4673.421875
	Iteration 53Q: 3 clusters Score -948261.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -948269.000000 Penalty: 4673.421875
	Iteration 54Q: 3 clusters Score -948269 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -948277.187500 Penalty: 4673.421875
	Iteration 55Q: 3 clusters Score -948277.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -948288.187500 Penalty: 4673.421875
	Iteration 56Q: 3 clusters Score -948288.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -948295.937500 Penalty: 4673.421875
	Iteration 57Q: 3 clusters Score -948295.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -948301.812500 Penalty: 4673.421875
	Iteration 58Q: 3 clusters Score -948301.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -948308.625000 Penalty: 4673.421875
	Iteration 59Q: 3 clusters Score -948308.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -948313.875000 Penalty: 4673.421875
	Iteration 60F: 3 clusters Score -948313.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -948318.062500 Penalty: 4673.421875
	Iteration 61Q: 3 clusters Score -948318.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -948321.750000 Penalty: 4673.421875
	Iteration 62Q: 3 clusters Score -948321.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -948322.750000 Penalty: 4673.421875
	Iteration 63Q: 3 clusters Score -948322.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -948322.875000 Penalty: 4673.421875
	Iteration 64Q: 3 clusters Score -948322.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -948325.062500 Penalty: 4673.421875
	Iteration 65Q: 3 clusters Score -948325.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -948324.000000 Penalty: 4673.421875
	Iteration 66Q: 3 clusters Score -948324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -948328.625000 Penalty: 4673.421875
	Iteration 67Q: 3 clusters Score -948328.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -948328.312500 Penalty: 4673.421875
	Iteration 68Q: 3 clusters Score -948328.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -948328.312500 Penalty: 4673.421875
	Iteration 69F: 3 clusters Score -948328.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56855 members 
Entering Unmasked Estep 
Score: -4341134.000000 Penalty: 2715.168213
	Iteration 0F: 2 clusters Score -4341134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -4302845.500000 Penalty: 5430.336426
	Iteration 0F: 3 clusters Score -4302846 nChanged 26516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -4317700.000000 Penalty: 5430.336426
	Iteration 1F: 3 clusters Score -4317700 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -4318244.500000 Penalty: 5430.336426
	Iteration 2Q: 3 clusters Score -4318244 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -4318794.500000 Penalty: 5430.336426
	Iteration 3Q: 3 clusters Score -4318794 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -4319358.000000 Penalty: 5430.336426
	Iteration 4Q: 3 clusters Score -4319358 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -4319981.500000 Penalty: 5430.336426
	Iteration 5Q: 3 clusters Score -4319982 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -4320773.000000 Penalty: 5430.336426
	Iteration 6Q: 3 clusters Score -4320773 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -4321835.500000 Penalty: 5430.336426
	Iteration 7Q: 3 clusters Score -4321836 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -4323176.000000 Penalty: 5430.336426
	Iteration 8Q: 3 clusters Score -4323176 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -4324819.500000 Penalty: 5430.336426
	Iteration 9F: 3 clusters Score -4324820 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -4326504.000000 Penalty: 5430.336426
	Iteration 10F: 3 clusters Score -4326504 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -4328184.500000 Penalty: 5430.336426
	Iteration 11Q: 3 clusters Score -4328184 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -4329805.500000 Penalty: 5430.336426
	Iteration 12Q: 3 clusters Score -4329806 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -4331087.000000 Penalty: 5430.336426
	Iteration 13Q: 3 clusters Score -4331087 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -4331907.500000 Penalty: 5430.336426
	Iteration 14Q: 3 clusters Score -4331908 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -4332438.000000 Penalty: 5430.336426
	Iteration 15Q: 3 clusters Score -4332438 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -4332835.500000 Penalty: 5430.336426
	Iteration 16Q: 3 clusters Score -4332836 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -4333189.000000 Penalty: 5430.336426
	Iteration 17Q: 3 clusters Score -4333189 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -4333575.500000 Penalty: 5430.336426
	Iteration 18Q: 3 clusters Score -4333576 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -4333967.500000 Penalty: 5430.336426
	Iteration 19Q: 3 clusters Score -4333968 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -4334386.500000 Penalty: 5430.336426
	Iteration 20F: 3 clusters Score -4334386 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -4334849.500000 Penalty: 5430.336426
	Iteration 21Q: 3 clusters Score -4334850 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -4335268.000000 Penalty: 5430.336426
	Iteration 22Q: 3 clusters Score -4335268 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49790 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -4335659.500000 Penalty: 5430.336426
	Iteration 23Q: 3 clusters Score -4335660 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50614 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -4336016.000000 Penalty: 5430.336426
	Iteration 24Q: 3 clusters Score -4336016 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51390 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -4336378.000000 Penalty: 5430.336426
	Iteration 25Q: 3 clusters Score -4336378 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52087 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -4336723.500000 Penalty: 5430.336426
	Iteration 26Q: 3 clusters Score -4336724 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -4337052.500000 Penalty: 5430.336426
	Iteration 27Q: 3 clusters Score -4337052 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -4337363.000000 Penalty: 5430.336426
	Iteration 28Q: 3 clusters Score -4337363 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53820 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -4337607.000000 Penalty: 5430.336426
	Iteration 29Q: 3 clusters Score -4337607 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -4337810.000000 Penalty: 5430.336426
	Iteration 30Q: 3 clusters Score -4337810 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4337987.500000 Penalty: 5430.336426
	Iteration 31Q: 3 clusters Score -4337988 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54910 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4338139.000000 Penalty: 5430.336426
	Iteration 32Q: 3 clusters Score -4338139 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55159 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4338260.000000 Penalty: 5430.336426
	Iteration 33Q: 3 clusters Score -4338260 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55345 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4338368.500000 Penalty: 5430.336426
	Iteration 34Q: 3 clusters Score -4338368 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55493 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4338444.500000 Penalty: 5430.336426
	Iteration 35Q: 3 clusters Score -4338444 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55618 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4338499.500000 Penalty: 5430.336426
	Iteration 36Q: 3 clusters Score -4338500 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4338547.000000 Penalty: 5430.336426
	Iteration 37Q: 3 clusters Score -4338547 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55770 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4338572.000000 Penalty: 5430.336426
	Iteration 38Q: 3 clusters Score -4338572 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55825 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4338607.000000 Penalty: 5430.336426
	Iteration 39Q: 3 clusters Score -4338607 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4338640.500000 Penalty: 5430.336426
	Iteration 40F: 3 clusters Score -4338640 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55919 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4338669.000000 Penalty: 5430.336426
	Iteration 41Q: 3 clusters Score -4338669 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55959 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4338696.000000 Penalty: 5430.336426
	Iteration 42Q: 3 clusters Score -4338696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55992 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4338714.000000 Penalty: 5430.336426
	Iteration 43Q: 3 clusters Score -4338714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56027 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4338732.000000 Penalty: 5430.336426
	Iteration 44Q: 3 clusters Score -4338732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56049 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4338745.500000 Penalty: 5430.336426
	Iteration 45Q: 3 clusters Score -4338746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4338753.500000 Penalty: 5430.336426
	Iteration 46Q: 3 clusters Score -4338754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4338762.000000 Penalty: 5430.336426
	Iteration 47Q: 3 clusters Score -4338762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4338763.500000 Penalty: 5430.336426
	Iteration 48Q: 3 clusters Score -4338764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56101 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4338776.000000 Penalty: 5430.336426
	Iteration 49Q: 3 clusters Score -4338776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4338780.000000 Penalty: 5430.336426
	Iteration 50Q: 3 clusters Score -4338780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56117 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4338785.500000 Penalty: 5430.336426
	Iteration 51Q: 3 clusters Score -4338786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56124 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4338794.000000 Penalty: 5430.336426
	Iteration 52Q: 3 clusters Score -4338794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56129 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4338791.000000 Penalty: 5430.336426
	Iteration 53Q: 3 clusters Score -4338791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56135 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4338793.500000 Penalty: 5430.336426
	Iteration 54Q: 3 clusters Score -4338794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56139 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4338796.000000 Penalty: 5430.336426
	Iteration 55Q: 3 clusters Score -4338796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4338790.500000 Penalty: 5430.336426
	Iteration 56Q: 3 clusters Score -4338790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4338794.000000 Penalty: 5430.336426
	Iteration 57Q: 3 clusters Score -4338794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56148 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4338794.000000 Penalty: 5430.336426
	Iteration 58Q: 3 clusters Score -4338794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56149 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4338795.000000 Penalty: 5430.336426
	Iteration 59Q: 3 clusters Score -4338795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56149 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4338797.000000 Penalty: 5430.336426
	Iteration 60F: 3 clusters Score -4338797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56150 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4338796.000000 Penalty: 5430.336426
	Iteration 61Q: 3 clusters Score -4338796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56153 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4338798.000000 Penalty: 5430.336426
	Iteration 62Q: 3 clusters Score -4338798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4338799.500000 Penalty: 5430.336426
	Iteration 63Q: 3 clusters Score -4338800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4338799.500000 Penalty: 5430.336426
	Iteration 64Q: 3 clusters Score -4338800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56158 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4338801.500000 Penalty: 5430.336426
	Iteration 65Q: 3 clusters Score -4338802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56161 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4338804.500000 Penalty: 5430.336426
	Iteration 66Q: 3 clusters Score -4338804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56162 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4338803.000000 Penalty: 5430.336426
	Iteration 67Q: 3 clusters Score -4338803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56164 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4338804.500000 Penalty: 5430.336426
	Iteration 68Q: 3 clusters Score -4338804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56166 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4338806.000000 Penalty: 5430.336426
	Iteration 69Q: 3 clusters Score -4338806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4338809.500000 Penalty: 5430.336426
	Iteration 70Q: 3 clusters Score -4338810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4338807.000000 Penalty: 5430.336426
	Iteration 71Q: 3 clusters Score -4338807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56171 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4338810.000000 Penalty: 5430.336426
	Iteration 72Q: 3 clusters Score -4338810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56172 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4338816.000000 Penalty: 5430.336426
	Iteration 73Q: 3 clusters Score -4338816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56172 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4338816.000000 Penalty: 5430.336426
	Iteration 74F: 3 clusters Score -4338816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Entering Unmasked Estep 
Score: -350335.500000 Penalty: 2113.253906
	Iteration 0F: 2 clusters Score -350335.5 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 2507 members 
Entering Unmasked Estep 
Score: -345752.031250 Penalty: 4226.507812
	Iteration 0F: 3 clusters Score -345752 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -346880.250000 Penalty: 4226.507812
	Iteration 1F: 3 clusters Score -346880.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -347159.125000 Penalty: 4226.507812
	Iteration 2F: 3 clusters Score -347159.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -347381.187500 Penalty: 4226.507812
	Iteration 3F: 3 clusters Score -347381.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -347538.687500 Penalty: 4226.507812
	Iteration 4Q: 3 clusters Score -347538.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -347648.468750 Penalty: 4226.507812
	Iteration 5Q: 3 clusters Score -347648.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -347745.875000 Penalty: 4226.507812
	Iteration 6Q: 3 clusters Score -347745.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -347837.125000 Penalty: 4226.507812
	Iteration 7Q: 3 clusters Score -347837.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -347933.000000 Penalty: 4226.507812
	Iteration 8Q: 3 clusters Score -347933 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -348037.375000 Penalty: 4226.507812
	Iteration 9Q: 3 clusters Score -348037.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -348153.000000 Penalty: 4226.507812
	Iteration 10Q: 3 clusters Score -348153 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -348261.812500 Penalty: 4226.507812
	Iteration 11Q: 3 clusters Score -348261.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -348344.375000 Penalty: 4226.507812
	Iteration 12Q: 3 clusters Score -348344.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -348405.343750 Penalty: 4226.507812
	Iteration 13Q: 3 clusters Score -348405.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -348454.000000 Penalty: 4226.507812
	Iteration 14Q: 3 clusters Score -348454 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -348483.218750 Penalty: 4226.507812
	Iteration 15Q: 3 clusters Score -348483.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -348518.000000 Penalty: 4226.507812
	Iteration 16Q: 3 clusters Score -348518 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -348538.875000 Penalty: 4226.507812
	Iteration 17Q: 3 clusters Score -348538.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -348561.750000 Penalty: 4226.507812
	Iteration 18Q: 3 clusters Score -348561.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -348578.281250 Penalty: 4226.507812
	Iteration 19Q: 3 clusters Score -348578.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -348588.656250 Penalty: 4226.507812
	Iteration 20F: 3 clusters Score -348588.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -348595.031250 Penalty: 4226.507812
	Iteration 21Q: 3 clusters Score -348595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -348599.687500 Penalty: 4226.507812
	Iteration 22Q: 3 clusters Score -348599.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -348602.125000 Penalty: 4226.507812
	Iteration 23Q: 3 clusters Score -348602.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -348603.093750 Penalty: 4226.507812
	Iteration 24Q: 3 clusters Score -348603.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -348605.562500 Penalty: 4226.507812
	Iteration 25Q: 3 clusters Score -348605.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -348608.875000 Penalty: 4226.507812
	Iteration 26Q: 3 clusters Score -348608.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -348608.093750 Penalty: 4226.507812
	Iteration 27Q: 3 clusters Score -348608.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -348611.625000 Penalty: 4226.507812
	Iteration 28Q: 3 clusters Score -348611.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -348612.718750 Penalty: 4226.507812
	Iteration 29Q: 3 clusters Score -348612.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -348614.343750 Penalty: 4226.507812
	Iteration 30Q: 3 clusters Score -348614.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -348614.593750 Penalty: 4226.507812
	Iteration 31Q: 3 clusters Score -348614.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -348617.187500 Penalty: 4226.507812
	Iteration 32Q: 3 clusters Score -348617.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -348617.750000 Penalty: 4226.507812
	Iteration 33Q: 3 clusters Score -348617.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -348618.406250 Penalty: 4226.507812
	Iteration 34Q: 3 clusters Score -348618.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -348619.187500 Penalty: 4226.507812
	Iteration 35Q: 3 clusters Score -348619.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -348620.750000 Penalty: 4226.507812
	Iteration 36Q: 3 clusters Score -348620.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -348621.531250 Penalty: 4226.507812
	Iteration 37Q: 3 clusters Score -348621.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -348621.937500 Penalty: 4226.507812
	Iteration 38Q: 3 clusters Score -348621.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -348622.437500 Penalty: 4226.507812
	Iteration 39Q: 3 clusters Score -348622.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -348622.437500 Penalty: 4226.507812
	Iteration 40F: 3 clusters Score -348622.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Entering Unmasked Estep 
Score: -727621.875000 Penalty: 2285.648193
	Iteration 0F: 2 clusters Score -727621.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -719900.812500 Penalty: 4571.296387
	Iteration 0F: 3 clusters Score -719900.8 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -722189.062500 Penalty: 4571.296387
	Iteration 1F: 3 clusters Score -722189.1 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -722515.125000 Penalty: 4571.296387
	Iteration 2F: 3 clusters Score -722515.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -722774.437500 Penalty: 4571.296387
	Iteration 3Q: 3 clusters Score -722774.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -723048.000000 Penalty: 4571.296387
	Iteration 4Q: 3 clusters Score -723048 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -723345.187500 Penalty: 4571.296387
	Iteration 5Q: 3 clusters Score -723345.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -723691.625000 Penalty: 4571.296387
	Iteration 6F: 3 clusters Score -723691.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -723999.437500 Penalty: 4571.296387
	Iteration 7Q: 3 clusters Score -723999.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -724301.437500 Penalty: 4571.296387
	Iteration 8Q: 3 clusters Score -724301.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -724596.062500 Penalty: 4571.296387
	Iteration 9Q: 3 clusters Score -724596.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -724832.562500 Penalty: 4571.296387
	Iteration 10Q: 3 clusters Score -724832.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -725011.375000 Penalty: 4571.296387
	Iteration 11Q: 3 clusters Score -725011.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -725127.437500 Penalty: 4571.296387
	Iteration 12Q: 3 clusters Score -725127.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -725223.937500 Penalty: 4571.296387
	Iteration 13Q: 3 clusters Score -725223.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -725310.062500 Penalty: 4571.296387
	Iteration 14Q: 3 clusters Score -725310.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -725403.937500 Penalty: 4571.296387
	Iteration 15Q: 3 clusters Score -725403.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -725497.500000 Penalty: 4571.296387
	Iteration 16Q: 3 clusters Score -725497.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -725598.125000 Penalty: 4571.296387
	Iteration 17Q: 3 clusters Score -725598.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -725704.937500 Penalty: 4571.296387
	Iteration 18Q: 3 clusters Score -725704.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -725804.437500 Penalty: 4571.296387
	Iteration 19Q: 3 clusters Score -725804.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -725899.687500 Penalty: 4571.296387
	Iteration 20F: 3 clusters Score -725899.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -725989.187500 Penalty: 4571.296387
	Iteration 21Q: 3 clusters Score -725989.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -726083.062500 Penalty: 4571.296387
	Iteration 22Q: 3 clusters Score -726083.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -726161.875000 Penalty: 4571.296387
	Iteration 23Q: 3 clusters Score -726161.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -726244.500000 Penalty: 4571.296387
	Iteration 24Q: 3 clusters Score -726244.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -726321.562500 Penalty: 4571.296387
	Iteration 25Q: 3 clusters Score -726321.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -726375.750000 Penalty: 4571.296387
	Iteration 26Q: 3 clusters Score -726375.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -726416.687500 Penalty: 4571.296387
	Iteration 27Q: 3 clusters Score -726416.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -726455.750000 Penalty: 4571.296387
	Iteration 28Q: 3 clusters Score -726455.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -726498.625000 Penalty: 4571.296387
	Iteration 29Q: 3 clusters Score -726498.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -726536.750000 Penalty: 4571.296387
	Iteration 30Q: 3 clusters Score -726536.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -726562.187500 Penalty: 4571.296387
	Iteration 31Q: 3 clusters Score -726562.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -726577.000000 Penalty: 4571.296387
	Iteration 32Q: 3 clusters Score -726577 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -726585.312500 Penalty: 4571.296387
	Iteration 33Q: 3 clusters Score -726585.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -726588.875000 Penalty: 4571.296387
	Iteration 34Q: 3 clusters Score -726588.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -726594.375000 Penalty: 4571.296387
	Iteration 35Q: 3 clusters Score -726594.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -726596.187500 Penalty: 4571.296387
	Iteration 36Q: 3 clusters Score -726596.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -726600.187500 Penalty: 4571.296387
	Iteration 37Q: 3 clusters Score -726600.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -726601.562500 Penalty: 4571.296387
	Iteration 38Q: 3 clusters Score -726601.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -726601.875000 Penalty: 4571.296387
	Iteration 39Q: 3 clusters Score -726601.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -726604.250000 Penalty: 4571.296387
	Iteration 40F: 3 clusters Score -726604.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -726605.687500 Penalty: 4571.296387
	Iteration 41Q: 3 clusters Score -726605.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -726606.250000 Penalty: 4571.296387
	Iteration 42Q: 3 clusters Score -726606.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -726605.625000 Penalty: 4571.296387
	Iteration 43Q: 3 clusters Score -726605.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -726607.250000 Penalty: 4571.296387
	Iteration 44Q: 3 clusters Score -726607.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -726609.375000 Penalty: 4571.296387
	Iteration 45Q: 3 clusters Score -726609.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -726609.687500 Penalty: 4571.296387
	Iteration 46Q: 3 clusters Score -726609.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -726609.750000 Penalty: 4571.296387
	Iteration 47Q: 3 clusters Score -726609.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -726610.125000 Penalty: 4571.296387
	Iteration 48Q: 3 clusters Score -726610.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -726610.125000 Penalty: 4571.296387
	Iteration 49F: 3 clusters Score -726610.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Entering Unmasked Estep 
Score: -275398.125000 Penalty: 2048.922607
	Iteration 0F: 2 clusters Score -275398.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -271615.781250 Penalty: 4097.845215
	Iteration 0F: 3 clusters Score -271615.8 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -272519.281250 Penalty: 4097.845215
	Iteration 1F: 3 clusters Score -272519.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -272828.750000 Penalty: 4097.845215
	Iteration 2F: 3 clusters Score -272828.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -273113.718750 Penalty: 4097.845215
	Iteration 3F: 3 clusters Score -273113.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -273404.625000 Penalty: 4097.845215
	Iteration 4F: 3 clusters Score -273404.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -273723.781250 Penalty: 4097.845215
	Iteration 5F: 3 clusters Score -273723.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -273991.531250 Penalty: 4097.845215
	Iteration 6F: 3 clusters Score -273991.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -274202.125000 Penalty: 4097.845215
	Iteration 7Q: 3 clusters Score -274202.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -274363.562500 Penalty: 4097.845215
	Iteration 8Q: 3 clusters Score -274363.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -274471.062500 Penalty: 4097.845215
	Iteration 9Q: 3 clusters Score -274471.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -274551.218750 Penalty: 4097.845215
	Iteration 10Q: 3 clusters Score -274551.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -274599.531250 Penalty: 4097.845215
	Iteration 11Q: 3 clusters Score -274599.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -274621.687500 Penalty: 4097.845215
	Iteration 12Q: 3 clusters Score -274621.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -274647.250000 Penalty: 4097.845215
	Iteration 13Q: 3 clusters Score -274647.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -274678.000000 Penalty: 4097.845215
	Iteration 14Q: 3 clusters Score -274678 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -274708.000000 Penalty: 4097.845215
	Iteration 15Q: 3 clusters Score -274708 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -274742.000000 Penalty: 4097.845215
	Iteration 16Q: 3 clusters Score -274742 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -274769.937500 Penalty: 4097.845215
	Iteration 17Q: 3 clusters Score -274769.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -274788.781250 Penalty: 4097.845215
	Iteration 18Q: 3 clusters Score -274788.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -274804.468750 Penalty: 4097.845215
	Iteration 19Q: 3 clusters Score -274804.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -274815.625000 Penalty: 4097.845215
	Iteration 20F: 3 clusters Score -274815.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -274825.156250 Penalty: 4097.845215
	Iteration 21Q: 3 clusters Score -274825.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -274834.250000 Penalty: 4097.845215
	Iteration 22Q: 3 clusters Score -274834.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -274845.875000 Penalty: 4097.845215
	Iteration 23Q: 3 clusters Score -274845.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -274859.000000 Penalty: 4097.845215
	Iteration 24Q: 3 clusters Score -274859 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -274873.875000 Penalty: 4097.845215
	Iteration 25Q: 3 clusters Score -274873.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -274891.718750 Penalty: 4097.845215
	Iteration 26Q: 3 clusters Score -274891.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -274917.781250 Penalty: 4097.845215
	Iteration 27Q: 3 clusters Score -274917.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -274947.718750 Penalty: 4097.845215
	Iteration 28Q: 3 clusters Score -274947.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -274978.468750 Penalty: 4097.845215
	Iteration 29Q: 3 clusters Score -274978.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -275014.875000 Penalty: 4097.845215
	Iteration 30Q: 3 clusters Score -275014.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -275059.343750 Penalty: 4097.845215
	Iteration 31Q: 3 clusters Score -275059.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -275115.843750 Penalty: 4097.845215
	Iteration 32Q: 3 clusters Score -275115.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -275198.906250 Penalty: 4097.845215
	Iteration 33Q: 3 clusters Score -275198.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -275290.281250 Penalty: 4097.845215
	Iteration 34Q: 3 clusters Score -275290.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -275371.937500 Penalty: 4097.845215
	Iteration 35Q: 3 clusters Score -275371.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -275449.937500 Penalty: 4097.845215
	Iteration 36Q: 3 clusters Score -275449.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -275505.062500 Penalty: 4097.845215
	Iteration 37Q: 3 clusters Score -275505.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -275559.375000 Penalty: 4097.845215
	Iteration 38Q: 3 clusters Score -275559.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -275635.500000 Penalty: 4097.845215
	Iteration 39Q: 3 clusters Score -275635.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -275750.562500 Penalty: 4097.845215
	Iteration 40F: 3 clusters Score -275750.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -275914.906250 Penalty: 4097.845215
	Iteration 41Q: 3 clusters Score -275914.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -275962.375000 Penalty: 4097.845215
	Iteration 42Q: 3 clusters Score -275962.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -275972.812500 Penalty: 4097.845215
	Iteration 43Q: 3 clusters Score -275972.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -275972.812500 Penalty: 4097.845215
	Iteration 44F: 3 clusters Score -275972.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93197 members 
Mstep: Class 3 contains 244406 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35849 members 
Mstep: Class 9 contains 175335 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56855 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14553 members 
Mstep: Class 24 contains 48397 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116161 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132423 members 
Mstep: Class 38 contains 35138 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12844 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Mstep: Class 49 contains 850 members 
Entering Unmasked Estep 
Score: -102315904.000000 Penalty: 172113.140625
Splitting cluster 15 changes total score from -102316472.000000 to -102315904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (2470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Entering Unmasked Estep 
Score: -163045.109375 Penalty: 1937.369385
	Iteration 0F: 2 clusters Score -163045.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -160107.375000 Penalty: 3874.738770
	Iteration 0F: 3 clusters Score -160107.4 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -160667.328125 Penalty: 3874.738770
	Iteration 1F: 3 clusters Score -160667.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -160870.687500 Penalty: 3874.738770
	Iteration 2F: 3 clusters Score -160870.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -161044.453125 Penalty: 3874.738770
	Iteration 3F: 3 clusters Score -161044.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -161182.953125 Penalty: 3874.738770
	Iteration 4Q: 3 clusters Score -161183 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -161317.296875 Penalty: 3874.738770
	Iteration 5Q: 3 clusters Score -161317.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -161424.812500 Penalty: 3874.738770
	Iteration 6Q: 3 clusters Score -161424.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -161558.828125 Penalty: 3874.738770
	Iteration 7Q: 3 clusters Score -161558.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -161649.937500 Penalty: 3874.738770
	Iteration 8Q: 3 clusters Score -161649.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -161717.656250 Penalty: 3874.738770
	Iteration 9Q: 3 clusters Score -161717.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -161792.375000 Penalty: 3874.738770
	Iteration 10Q: 3 clusters Score -161792.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -161867.703125 Penalty: 3874.738770
	Iteration 11Q: 3 clusters Score -161867.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -161963.906250 Penalty: 3874.738770
	Iteration 12Q: 3 clusters Score -161963.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -162059.000000 Penalty: 3874.738770
	Iteration 13Q: 3 clusters Score -162059 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -162123.406250 Penalty: 3874.738770
	Iteration 14Q: 3 clusters Score -162123.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -162184.015625 Penalty: 3874.738770
	Iteration 15Q: 3 clusters Score -162184 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -162218.343750 Penalty: 3874.738770
	Iteration 16Q: 3 clusters Score -162218.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -162237.390625 Penalty: 3874.738770
	Iteration 17Q: 3 clusters Score -162237.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -162250.578125 Penalty: 3874.738770
	Iteration 18Q: 3 clusters Score -162250.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -162259.953125 Penalty: 3874.738770
	Iteration 19Q: 3 clusters Score -162260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -162265.453125 Penalty: 3874.738770
	Iteration 20F: 3 clusters Score -162265.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -162272.250000 Penalty: 3874.738770
	Iteration 21Q: 3 clusters Score -162272.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -162280.609375 Penalty: 3874.738770
	Iteration 22Q: 3 clusters Score -162280.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -162288.281250 Penalty: 3874.738770
	Iteration 23Q: 3 clusters Score -162288.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -162294.250000 Penalty: 3874.738770
	Iteration 24Q: 3 clusters Score -162294.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -162298.671875 Penalty: 3874.738770
	Iteration 25Q: 3 clusters Score -162298.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -162303.703125 Penalty: 3874.738770
	Iteration 26Q: 3 clusters Score -162303.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -162307.125000 Penalty: 3874.738770
	Iteration 27Q: 3 clusters Score -162307.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -162311.125000 Penalty: 3874.738770
	Iteration 28Q: 3 clusters Score -162311.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -162312.515625 Penalty: 3874.738770
	Iteration 29Q: 3 clusters Score -162312.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -162313.734375 Penalty: 3874.738770
	Iteration 30Q: 3 clusters Score -162313.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -162315.140625 Penalty: 3874.738770
	Iteration 31Q: 3 clusters Score -162315.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -162316.015625 Penalty: 3874.738770
	Iteration 32Q: 3 clusters Score -162316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -162317.890625 Penalty: 3874.738770
	Iteration 33Q: 3 clusters Score -162317.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -162318.640625 Penalty: 3874.738770
	Iteration 34Q: 3 clusters Score -162318.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -162321.734375 Penalty: 3874.738770
	Iteration 35Q: 3 clusters Score -162321.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -162323.109375 Penalty: 3874.738770
	Iteration 36Q: 3 clusters Score -162323.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -162324.234375 Penalty: 3874.738770
	Iteration 37Q: 3 clusters Score -162324.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -162324.234375 Penalty: 3874.738770
	Iteration 38F: 3 clusters Score -162324.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -544169.062500 Penalty: 2208.146240
	Iteration 0F: 2 clusters Score -544169.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -538138.312500 Penalty: 4416.292480
	Iteration 0F: 3 clusters Score -538138.3 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -539823.812500 Penalty: 4416.292480
	Iteration 1F: 3 clusters Score -539823.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -540069.250000 Penalty: 4416.292480
	Iteration 2F: 3 clusters Score -540069.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -540279.187500 Penalty: 4416.292480
	Iteration 3Q: 3 clusters Score -540279.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -540572.062500 Penalty: 4416.292480
	Iteration 4Q: 3 clusters Score -540572.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -541004.125000 Penalty: 4416.292480
	Iteration 5F: 3 clusters Score -541004.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -541689.812500 Penalty: 4416.292480
	Iteration 6F: 3 clusters Score -541689.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -542313.625000 Penalty: 4416.292480
	Iteration 7F: 3 clusters Score -542313.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -542753.312500 Penalty: 4416.292480
	Iteration 8F: 3 clusters Score -542753.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -543024.437500 Penalty: 4416.292480
	Iteration 9Q: 3 clusters Score -543024.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -543206.625000 Penalty: 4416.292480
	Iteration 10Q: 3 clusters Score -543206.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -543321.000000 Penalty: 4416.292480
	Iteration 11Q: 3 clusters Score -543321 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -543391.062500 Penalty: 4416.292480
	Iteration 12Q: 3 clusters Score -543391.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -543440.937500 Penalty: 4416.292480
	Iteration 13Q: 3 clusters Score -543440.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -543491.062500 Penalty: 4416.292480
	Iteration 14Q: 3 clusters Score -543491.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -543558.062500 Penalty: 4416.292480
	Iteration 15Q: 3 clusters Score -543558.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -543650.937500 Penalty: 4416.292480
	Iteration 16Q: 3 clusters Score -543650.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -543782.187500 Penalty: 4416.292480
	Iteration 17Q: 3 clusters Score -543782.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -543987.312500 Penalty: 4416.292480
	Iteration 18Q: 3 clusters Score -543987.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -544246.812500 Penalty: 4416.292480
	Iteration 19Q: 3 clusters Score -544246.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -544363.937500 Penalty: 4416.292480
	Iteration 20F: 3 clusters Score -544363.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -544402.562500 Penalty: 4416.292480
	Iteration 21Q: 3 clusters Score -544402.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -544424.062500 Penalty: 4416.292480
	Iteration 22Q: 3 clusters Score -544424.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -544439.500000 Penalty: 4416.292480
	Iteration 23Q: 3 clusters Score -544439.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -544448.312500 Penalty: 4416.292480
	Iteration 24Q: 3 clusters Score -544448.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -544455.312500 Penalty: 4416.292480
	Iteration 25Q: 3 clusters Score -544455.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -544460.875000 Penalty: 4416.292480
	Iteration 26Q: 3 clusters Score -544460.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -544463.000000 Penalty: 4416.292480
	Iteration 27Q: 3 clusters Score -544463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -544464.687500 Penalty: 4416.292480
	Iteration 28Q: 3 clusters Score -544464.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -544463.687500 Penalty: 4416.292480
	Iteration 29Q: 3 clusters Score -544463.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -544464.625000 Penalty: 4416.292480
	Iteration 30Q: 3 clusters Score -544464.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -544466.812500 Penalty: 4416.292480
	Iteration 31Q: 3 clusters Score -544466.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -544467.000000 Penalty: 4416.292480
	Iteration 32Q: 3 clusters Score -544467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -544466.750000 Penalty: 4416.292480
	Iteration 33Q: 3 clusters Score -544466.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -544466.750000 Penalty: 4416.292480
	Iteration 34F: 3 clusters Score -544466.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93197 members 
Mstep: Class 3 contains 244406 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35849 members 
Mstep: Class 9 contains 175335 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56855 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 5948 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14553 members 
Mstep: Class 24 contains 48397 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116161 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132423 members 
Mstep: Class 38 contains 35138 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12844 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Mstep: Class 49 contains 1412 members 
Entering Unmasked Estep 
Score: -102315760.000000 Penalty: 172113.140625
Splitting cluster 17 changes total score from -102316472.000000 to -102315760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (206684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206684 members 
Entering Unmasked Estep 
Score: -15462673.000000 Penalty: 3035.258545
	Iteration 0F: 2 clusters Score -1.546267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103305 members 
Mstep: Class 2 contains 103379 members 
Entering Unmasked Estep 
Score: -15324089.000000 Penalty: 6070.517090
	Iteration 0F: 3 clusters Score -1.532409e+07 nChanged 99603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101320 members 
Mstep: Class 2 contains 105364 members 
Entering Unmasked Estep 
Score: -15383084.000000 Penalty: 6070.517090
	Iteration 1F: 3 clusters Score -1.538308e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99442 members 
Mstep: Class 2 contains 107242 members 
Entering Unmasked Estep 
Score: -15384907.000000 Penalty: 6070.517090
	Iteration 2Q: 3 clusters Score -1.538491e+07 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96461 members 
Mstep: Class 2 contains 110223 members 
Entering Unmasked Estep 
Score: -15387635.000000 Penalty: 6070.517090
	Iteration 3Q: 3 clusters Score -1.538764e+07 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91817 members 
Mstep: Class 2 contains 114867 members 
Entering Unmasked Estep 
Score: -15391634.000000 Penalty: 6070.517090
	Iteration 4Q: 3 clusters Score -1.539163e+07 nChanged 11758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85169 members 
Mstep: Class 2 contains 121515 members 
Entering Unmasked Estep 
Score: -15397385.000000 Penalty: 6070.517090
	Iteration 5F: 3 clusters Score -1.539738e+07 nChanged 12974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76865 members 
Mstep: Class 2 contains 129819 members 
Entering Unmasked Estep 
Score: -15404275.000000 Penalty: 6070.517090
	Iteration 6F: 3 clusters Score -1.540428e+07 nChanged 13178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67395 members 
Mstep: Class 2 contains 139289 members 
Entering Unmasked Estep 
Score: -15411600.000000 Penalty: 6070.517090
	Iteration 7F: 3 clusters Score -1.54116e+07 nChanged 12538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57159 members 
Mstep: Class 2 contains 149525 members 
Entering Unmasked Estep 
Score: -15418836.000000 Penalty: 6070.517090
	Iteration 8F: 3 clusters Score -1.541884e+07 nChanged 11478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 160013 members 
Entering Unmasked Estep 
Score: -15425684.000000 Penalty: 6070.517090
	Iteration 9F: 3 clusters Score -1.542568e+07 nChanged 10968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 170777 members 
Entering Unmasked Estep 
Score: -15433088.000000 Penalty: 6070.517090
	Iteration 10F: 3 clusters Score -1.543309e+07 nChanged 10537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 181300 members 
Entering Unmasked Estep 
Score: -15440773.000000 Penalty: 6070.517090
	Iteration 11F: 3 clusters Score -1.544077e+07 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 190352 members 
Entering Unmasked Estep 
Score: -15447906.000000 Penalty: 6070.517090
	Iteration 12Q: 3 clusters Score -1.544791e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 197037 members 
Entering Unmasked Estep 
Score: -15453335.000000 Penalty: 6070.517090
	Iteration 13Q: 3 clusters Score -1.545334e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 201285 members 
Entering Unmasked Estep 
Score: -15456933.000000 Penalty: 6070.517090
	Iteration 14Q: 3 clusters Score -1.545693e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 203566 members 
Entering Unmasked Estep 
Score: -15458576.000000 Penalty: 6070.517090
	Iteration 15Q: 3 clusters Score -1.545858e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 204676 members 
Entering Unmasked Estep 
Score: -15459427.000000 Penalty: 6070.517090
	Iteration 16Q: 3 clusters Score -1.545943e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 205182 members 
Entering Unmasked Estep 
Score: -15459826.000000 Penalty: 6070.517090
	Iteration 17Q: 3 clusters Score -1.545983e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 205433 members 
Entering Unmasked Estep 
Score: -15460039.000000 Penalty: 6070.517090
	Iteration 18Q: 3 clusters Score -1.546004e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 205569 members 
Entering Unmasked Estep 
Score: -15460160.000000 Penalty: 6070.517090
	Iteration 19Q: 3 clusters Score -1.546016e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 205651 members 
Entering Unmasked Estep 
Score: -15460209.000000 Penalty: 6070.517090
	Iteration 20F: 3 clusters Score -1.546021e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 205706 members 
Entering Unmasked Estep 
Score: -15460236.000000 Penalty: 6070.517090
	Iteration 21Q: 3 clusters Score -1.546024e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 205724 members 
Entering Unmasked Estep 
Score: -15460256.000000 Penalty: 6070.517090
	Iteration 22Q: 3 clusters Score -1.546026e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 205736 members 
Entering Unmasked Estep 
Score: -15460303.000000 Penalty: 6070.517090
	Iteration 23Q: 3 clusters Score -1.54603e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 205755 members 
Entering Unmasked Estep 
Score: -15460316.000000 Penalty: 6070.517090
	Iteration 24Q: 3 clusters Score -1.546032e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 205763 members 
Entering Unmasked Estep 
Score: -15460327.000000 Penalty: 6070.517090
	Iteration 25Q: 3 clusters Score -1.546033e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 205772 members 
Entering Unmasked Estep 
Score: -15460326.000000 Penalty: 6070.517090
	Iteration 26Q: 3 clusters Score -1.546033e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 205790 members 
Entering Unmasked Estep 
Score: -15460338.000000 Penalty: 6070.517090
	Iteration 27Q: 3 clusters Score -1.546034e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 205789 members 
Entering Unmasked Estep 
Score: -15460339.000000 Penalty: 6070.517090
	Iteration 28Q: 3 clusters Score -1.546034e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 205803 members 
Entering Unmasked Estep 
Score: -15460346.000000 Penalty: 6070.517090
	Iteration 29Q: 3 clusters Score -1.546035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 205803 members 
Entering Unmasked Estep 
Score: -15460354.000000 Penalty: 6070.517090
	Iteration 30Q: 3 clusters Score -1.546035e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 205806 members 
Entering Unmasked Estep 
Score: -15460366.000000 Penalty: 6070.517090
	Iteration 31Q: 3 clusters Score -1.546037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 205801 members 
Entering Unmasked Estep 
Score: -15460382.000000 Penalty: 6070.517090
	Iteration 32Q: 3 clusters Score -1.546038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 205802 members 
Entering Unmasked Estep 
Score: -15460392.000000 Penalty: 6070.517090
	Iteration 33Q: 3 clusters Score -1.546039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 205801 members 
Entering Unmasked Estep 
Score: -15460389.000000 Penalty: 6070.517090
	Iteration 34Q: 3 clusters Score -1.546039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 205806 members 
Entering Unmasked Estep 
Score: -15460402.000000 Penalty: 6070.517090
	Iteration 35Q: 3 clusters Score -1.54604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 205808 members 
Entering Unmasked Estep 
Score: -15460401.000000 Penalty: 6070.517090
	Iteration 36Q: 3 clusters Score -1.54604e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 205812 members 
Entering Unmasked Estep 
Score: -15460403.000000 Penalty: 6070.517090
	Iteration 37Q: 3 clusters Score -1.54604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 205815 members 
Entering Unmasked Estep 
Score: -15460413.000000 Penalty: 6070.517090
	Iteration 38Q: 3 clusters Score -1.546041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 205815 members 
Entering Unmasked Estep 
Score: -15460395.000000 Penalty: 6070.517090
	Iteration 39Q: 3 clusters Score -1.54604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 205820 members 
Entering Unmasked Estep 
Score: -15460404.000000 Penalty: 6070.517090
	Iteration 40F: 3 clusters Score -1.54604e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 205823 members 
Entering Unmasked Estep 
Score: -15460413.000000 Penalty: 6070.517090
	Iteration 41Q: 3 clusters Score -1.546041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 205823 members 
Entering Unmasked Estep 
Score: -15460412.000000 Penalty: 6070.517090
	Iteration 42Q: 3 clusters Score -1.546041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 205824 members 
Entering Unmasked Estep 
Score: -15460423.000000 Penalty: 6070.517090
	Iteration 43Q: 3 clusters Score -1.546042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 205826 members 
Entering Unmasked Estep 
Score: -15460424.000000 Penalty: 6070.517090
	Iteration 44Q: 3 clusters Score -1.546042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 205827 members 
Entering Unmasked Estep 
Score: -15460423.000000 Penalty: 6070.517090
	Iteration 45Q: 3 clusters Score -1.546042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 205828 members 
Entering Unmasked Estep 
Score: -15460421.000000 Penalty: 6070.517090
	Iteration 46Q: 3 clusters Score -1.546042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 205827 members 
Entering Unmasked Estep 
Score: -15460427.000000 Penalty: 6070.517090
	Iteration 47Q: 3 clusters Score -1.546043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 205827 members 
Entering Unmasked Estep 
Score: -15460439.000000 Penalty: 6070.517090
	Iteration 48Q: 3 clusters Score -1.546044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 205827 members 
Entering Unmasked Estep 
Score: -15460437.000000 Penalty: 6070.517090
	Iteration 49Q: 3 clusters Score -1.546044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 205823 members 
Entering Unmasked Estep 
Score: -15460435.000000 Penalty: 6070.517090
	Iteration 50Q: 3 clusters Score -1.546044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 205825 members 
Entering Unmasked Estep 
Score: -15460440.000000 Penalty: 6070.517090
	Iteration 51Q: 3 clusters Score -1.546044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 205825 members 
Entering Unmasked Estep 
Score: -15460449.000000 Penalty: 6070.517090
	Iteration 52Q: 3 clusters Score -1.546045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 205825 members 
Entering Unmasked Estep 
Score: -15460451.000000 Penalty: 6070.517090
	Iteration 53Q: 3 clusters Score -1.546045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 205827 members 
Entering Unmasked Estep 
Score: -15460459.000000 Penalty: 6070.517090
	Iteration 54Q: 3 clusters Score -1.546046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 205826 members 
Entering Unmasked Estep 
Score: -15460458.000000 Penalty: 6070.517090
	Iteration 55Q: 3 clusters Score -1.546046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 205826 members 
Entering Unmasked Estep 
Score: -15460466.000000 Penalty: 6070.517090
	Iteration 56Q: 3 clusters Score -1.546047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 205829 members 
Entering Unmasked Estep 
Score: -15460467.000000 Penalty: 6070.517090
	Iteration 57Q: 3 clusters Score -1.546047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 205829 members 
Entering Unmasked Estep 
Score: -15460469.000000 Penalty: 6070.517090
	Iteration 58Q: 3 clusters Score -1.546047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 205831 members 
Entering Unmasked Estep 
Score: -15460461.000000 Penalty: 6070.517090
	Iteration 59Q: 3 clusters Score -1.546046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 205831 members 
Entering Unmasked Estep 
Score: -15460461.000000 Penalty: 6070.517090
	Iteration 60F: 3 clusters Score -1.546046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Entering Unmasked Estep 
Score: -816787.062500 Penalty: 2309.732666
	Iteration 0F: 2 clusters Score -816787.1 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 5580 members 
Entering Unmasked Estep 
Score: -808438.500000 Penalty: 4619.465332
	Iteration 0F: 3 clusters Score -808438.5 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -811079.000000 Penalty: 4619.465332
	Iteration 1F: 3 clusters Score -811079 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -811457.875000 Penalty: 4619.465332
	Iteration 2F: 3 clusters Score -811457.9 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -811797.562500 Penalty: 4619.465332
	Iteration 3F: 3 clusters Score -811797.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -812085.937500 Penalty: 4619.465332
	Iteration 4F: 3 clusters Score -812085.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -812346.500000 Penalty: 4619.465332
	Iteration 5Q: 3 clusters Score -812346.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -812595.875000 Penalty: 4619.465332
	Iteration 6Q: 3 clusters Score -812595.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -812809.187500 Penalty: 4619.465332
	Iteration 7Q: 3 clusters Score -812809.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -812978.250000 Penalty: 4619.465332
	Iteration 8Q: 3 clusters Score -812978.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -813137.937500 Penalty: 4619.465332
	Iteration 9Q: 3 clusters Score -813137.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -813262.937500 Penalty: 4619.465332
	Iteration 10Q: 3 clusters Score -813262.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -813367.375000 Penalty: 4619.465332
	Iteration 11Q: 3 clusters Score -813367.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -813467.625000 Penalty: 4619.465332
	Iteration 12Q: 3 clusters Score -813467.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -813547.625000 Penalty: 4619.465332
	Iteration 13Q: 3 clusters Score -813547.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -813638.000000 Penalty: 4619.465332
	Iteration 14Q: 3 clusters Score -813638 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -813715.062500 Penalty: 4619.465332
	Iteration 15Q: 3 clusters Score -813715.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -813797.687500 Penalty: 4619.465332
	Iteration 16Q: 3 clusters Score -813797.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -813867.125000 Penalty: 4619.465332
	Iteration 17Q: 3 clusters Score -813867.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -813928.812500 Penalty: 4619.465332
	Iteration 18Q: 3 clusters Score -813928.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -813979.937500 Penalty: 4619.465332
	Iteration 19Q: 3 clusters Score -813979.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -814028.937500 Penalty: 4619.465332
	Iteration 20F: 3 clusters Score -814028.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -814082.562500 Penalty: 4619.465332
	Iteration 21Q: 3 clusters Score -814082.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -814141.875000 Penalty: 4619.465332
	Iteration 22Q: 3 clusters Score -814141.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -814208.562500 Penalty: 4619.465332
	Iteration 23Q: 3 clusters Score -814208.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -814273.062500 Penalty: 4619.465332
	Iteration 24Q: 3 clusters Score -814273.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -814338.500000 Penalty: 4619.465332
	Iteration 25Q: 3 clusters Score -814338.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -814398.375000 Penalty: 4619.465332
	Iteration 26Q: 3 clusters Score -814398.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -814462.000000 Penalty: 4619.465332
	Iteration 27Q: 3 clusters Score -814462 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -814526.750000 Penalty: 4619.465332
	Iteration 28Q: 3 clusters Score -814526.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -814582.187500 Penalty: 4619.465332
	Iteration 29Q: 3 clusters Score -814582.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -814637.312500 Penalty: 4619.465332
	Iteration 30Q: 3 clusters Score -814637.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -814669.750000 Penalty: 4619.465332
	Iteration 31Q: 3 clusters Score -814669.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -814696.437500 Penalty: 4619.465332
	Iteration 32Q: 3 clusters Score -814696.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -814718.125000 Penalty: 4619.465332
	Iteration 33Q: 3 clusters Score -814718.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -814734.437500 Penalty: 4619.465332
	Iteration 34Q: 3 clusters Score -814734.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -814754.000000 Penalty: 4619.465332
	Iteration 35Q: 3 clusters Score -814754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -814775.562500 Penalty: 4619.465332
	Iteration 36Q: 3 clusters Score -814775.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -814793.687500 Penalty: 4619.465332
	Iteration 37Q: 3 clusters Score -814793.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -814813.187500 Penalty: 4619.465332
	Iteration 38Q: 3 clusters Score -814813.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -814829.812500 Penalty: 4619.465332
	Iteration 39Q: 3 clusters Score -814829.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -814833.000000 Penalty: 4619.465332
	Iteration 40F: 3 clusters Score -814833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -814840.062500 Penalty: 4619.465332
	Iteration 41Q: 3 clusters Score -814840.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -814845.375000 Penalty: 4619.465332
	Iteration 42Q: 3 clusters Score -814845.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -814851.812500 Penalty: 4619.465332
	Iteration 43Q: 3 clusters Score -814851.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -814854.250000 Penalty: 4619.465332
	Iteration 44Q: 3 clusters Score -814854.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -814858.062500 Penalty: 4619.465332
	Iteration 45Q: 3 clusters Score -814858.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -814860.000000 Penalty: 4619.465332
	Iteration 46Q: 3 clusters Score -814860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -814859.750000 Penalty: 4619.465332
	Iteration 47Q: 3 clusters Score -814859.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -814862.000000 Penalty: 4619.465332
	Iteration 48Q: 3 clusters Score -814862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -814862.000000 Penalty: 4619.465332
	Iteration 49F: 3 clusters Score -814862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -65688.429688 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -65688.43 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 501 members 
Entering Unmasked Estep 
Score: -63740.304688 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -63740.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -64049.910156 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -64049.91 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -64144.128906 Penalty: 3412.160645
	Iteration 2F: 3 clusters Score -64144.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -64179.101562 Penalty: 3412.160645
	Iteration 3Q: 3 clusters Score -64179.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -64190.253906 Penalty: 3412.160645
	Iteration 4Q: 3 clusters Score -64190.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -64201.976562 Penalty: 3412.160645
	Iteration 5Q: 3 clusters Score -64201.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -64212.523438 Penalty: 3412.160645
	Iteration 6Q: 3 clusters Score -64212.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -64223.886719 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -64223.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -64230.367188 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -64230.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -64232.367188 Penalty: 3412.160645
	Iteration 9Q: 3 clusters Score -64232.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -64234.996094 Penalty: 3412.160645
	Iteration 10Q: 3 clusters Score -64235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -64234.996094 Penalty: 3412.160645
	Iteration 11F: 3 clusters Score -64235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Entering Unmasked Estep 
Score: -2858265.500000 Penalty: 2616.312744
	Iteration 0F: 2 clusters Score -2858266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2832474.000000 Penalty: 5232.625488
	Iteration 0F: 3 clusters Score -2832474 nChanged 17370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2842041.000000 Penalty: 5232.625488
	Iteration 1F: 3 clusters Score -2842041 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2842560.500000 Penalty: 5232.625488
	Iteration 2Q: 3 clusters Score -2842560 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2843038.750000 Penalty: 5232.625488
	Iteration 3Q: 3 clusters Score -2843039 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2843565.000000 Penalty: 5232.625488
	Iteration 4Q: 3 clusters Score -2843565 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2844135.750000 Penalty: 5232.625488
	Iteration 5Q: 3 clusters Score -2844136 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -2844787.250000 Penalty: 5232.625488
	Iteration 6Q: 3 clusters Score -2844787 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2845518.250000 Penalty: 5232.625488
	Iteration 7Q: 3 clusters Score -2845518 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -2846411.250000 Penalty: 5232.625488
	Iteration 8Q: 3 clusters Score -2846411 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -2847488.250000 Penalty: 5232.625488
	Iteration 9Q: 3 clusters Score -2847488 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -2848711.750000 Penalty: 5232.625488
	Iteration 10Q: 3 clusters Score -2848712 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -2850275.750000 Penalty: 5232.625488
	Iteration 11F: 3 clusters Score -2850276 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -2851995.000000 Penalty: 5232.625488
	Iteration 12F: 3 clusters Score -2851995 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -2853350.250000 Penalty: 5232.625488
	Iteration 13Q: 3 clusters Score -2853350 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -2854021.250000 Penalty: 5232.625488
	Iteration 14Q: 3 clusters Score -2854021 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -2854339.250000 Penalty: 5232.625488
	Iteration 15Q: 3 clusters Score -2854339 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -2854541.000000 Penalty: 5232.625488
	Iteration 16Q: 3 clusters Score -2854541 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -2854713.000000 Penalty: 5232.625488
	Iteration 17Q: 3 clusters Score -2854713 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -2854866.250000 Penalty: 5232.625488
	Iteration 18Q: 3 clusters Score -2854866 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -2855006.750000 Penalty: 5232.625488
	Iteration 19Q: 3 clusters Score -2855007 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -2855125.750000 Penalty: 5232.625488
	Iteration 20F: 3 clusters Score -2855126 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -2855237.000000 Penalty: 5232.625488
	Iteration 21Q: 3 clusters Score -2855237 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -2855311.250000 Penalty: 5232.625488
	Iteration 22Q: 3 clusters Score -2855311 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -2855390.000000 Penalty: 5232.625488
	Iteration 23Q: 3 clusters Score -2855390 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -2855465.750000 Penalty: 5232.625488
	Iteration 24Q: 3 clusters Score -2855466 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -2855531.750000 Penalty: 5232.625488
	Iteration 25Q: 3 clusters Score -2855532 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -2855568.500000 Penalty: 5232.625488
	Iteration 26Q: 3 clusters Score -2855568 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -2855617.000000 Penalty: 5232.625488
	Iteration 27Q: 3 clusters Score -2855617 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -2855643.000000 Penalty: 5232.625488
	Iteration 28Q: 3 clusters Score -2855643 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -2855670.250000 Penalty: 5232.625488
	Iteration 29Q: 3 clusters Score -2855670 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -2855675.500000 Penalty: 5232.625488
	Iteration 30Q: 3 clusters Score -2855676 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -2855697.750000 Penalty: 5232.625488
	Iteration 31Q: 3 clusters Score -2855698 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -2855715.500000 Penalty: 5232.625488
	Iteration 32Q: 3 clusters Score -2855716 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -2855710.500000 Penalty: 5232.625488
	Iteration 33Q: 3 clusters Score -2855710 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -2855725.750000 Penalty: 5232.625488
	Iteration 34Q: 3 clusters Score -2855726 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -2855749.500000 Penalty: 5232.625488
	Iteration 35Q: 3 clusters Score -2855750 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -2855757.000000 Penalty: 5232.625488
	Iteration 36Q: 3 clusters Score -2855757 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -2855772.750000 Penalty: 5232.625488
	Iteration 37Q: 3 clusters Score -2855773 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -2855785.000000 Penalty: 5232.625488
	Iteration 38Q: 3 clusters Score -2855785 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -2855791.500000 Penalty: 5232.625488
	Iteration 39Q: 3 clusters Score -2855792 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -2855800.000000 Penalty: 5232.625488
	Iteration 40F: 3 clusters Score -2855800 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -2855805.250000 Penalty: 5232.625488
	Iteration 41Q: 3 clusters Score -2855805 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -2855816.750000 Penalty: 5232.625488
	Iteration 42Q: 3 clusters Score -2855817 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -2855825.000000 Penalty: 5232.625488
	Iteration 43Q: 3 clusters Score -2855825 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -2855827.750000 Penalty: 5232.625488
	Iteration 44Q: 3 clusters Score -2855828 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -2855829.750000 Penalty: 5232.625488
	Iteration 45Q: 3 clusters Score -2855830 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -2855840.250000 Penalty: 5232.625488
	Iteration 46Q: 3 clusters Score -2855840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -2855846.750000 Penalty: 5232.625488
	Iteration 47Q: 3 clusters Score -2855847 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -2855851.500000 Penalty: 5232.625488
	Iteration 48Q: 3 clusters Score -2855852 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -2855857.000000 Penalty: 5232.625488
	Iteration 49Q: 3 clusters Score -2855857 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -2855864.750000 Penalty: 5232.625488
	Iteration 50Q: 3 clusters Score -2855865 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -2855861.250000 Penalty: 5232.625488
	Iteration 51Q: 3 clusters Score -2855861 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -2855860.750000 Penalty: 5232.625488
	Iteration 52Q: 3 clusters Score -2855861 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -2855868.750000 Penalty: 5232.625488
	Iteration 53Q: 3 clusters Score -2855869 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -2855874.000000 Penalty: 5232.625488
	Iteration 54Q: 3 clusters Score -2855874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -2855879.500000 Penalty: 5232.625488
	Iteration 55Q: 3 clusters Score -2855880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -2855874.500000 Penalty: 5232.625488
	Iteration 56Q: 3 clusters Score -2855874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -2855879.250000 Penalty: 5232.625488
	Iteration 57Q: 3 clusters Score -2855879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -2855878.250000 Penalty: 5232.625488
	Iteration 58Q: 3 clusters Score -2855878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -2855879.750000 Penalty: 5232.625488
	Iteration 59Q: 3 clusters Score -2855880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -2855886.750000 Penalty: 5232.625488
	Iteration 60F: 3 clusters Score -2855887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -2855886.750000 Penalty: 5232.625488
	Iteration 61Q: 3 clusters Score -2855887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -2855896.250000 Penalty: 5232.625488
	Iteration 62Q: 3 clusters Score -2855896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -2855891.000000 Penalty: 5232.625488
	Iteration 63Q: 3 clusters Score -2855891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -2855892.000000 Penalty: 5232.625488
	Iteration 64Q: 3 clusters Score -2855892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -2855889.250000 Penalty: 5232.625488
	Iteration 65Q: 3 clusters Score -2855889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -2855893.500000 Penalty: 5232.625488
	Iteration 66Q: 3 clusters Score -2855894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -2855890.750000 Penalty: 5232.625488
	Iteration 67Q: 3 clusters Score -2855891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -2855886.250000 Penalty: 5232.625488
	Iteration 68Q: 3 clusters Score -2855886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -2855892.500000 Penalty: 5232.625488
	Iteration 69Q: 3 clusters Score -2855892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -2855894.750000 Penalty: 5232.625488
	Iteration 70Q: 3 clusters Score -2855895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -2855892.750000 Penalty: 5232.625488
	Iteration 71Q: 3 clusters Score -2855893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -2855890.750000 Penalty: 5232.625488
	Iteration 72Q: 3 clusters Score -2855891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -2855892.000000 Penalty: 5232.625488
	Iteration 73Q: 3 clusters Score -2855892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -2855893.250000 Penalty: 5232.625488
	Iteration 74Q: 3 clusters Score -2855893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -2855897.500000 Penalty: 5232.625488
	Iteration 75Q: 3 clusters Score -2855898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -2855892.750000 Penalty: 5232.625488
	Iteration 76Q: 3 clusters Score -2855893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -2855891.750000 Penalty: 5232.625488
	Iteration 77Q: 3 clusters Score -2855892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -2855893.500000 Penalty: 5232.625488
	Iteration 78Q: 3 clusters Score -2855894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -2855891.000000 Penalty: 5232.625488
	Iteration 79Q: 3 clusters Score -2855891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -2855894.000000 Penalty: 5232.625488
	Iteration 80F: 3 clusters Score -2855894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -2855894.750000 Penalty: 5232.625488
	Iteration 81Q: 3 clusters Score -2855895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -2855902.000000 Penalty: 5232.625488
	Iteration 82Q: 3 clusters Score -2855902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -2855902.750000 Penalty: 5232.625488
	Iteration 83Q: 3 clusters Score -2855903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -2855905.250000 Penalty: 5232.625488
	Iteration 84Q: 3 clusters Score -2855905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -2855908.000000 Penalty: 5232.625488
	Iteration 85Q: 3 clusters Score -2855908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -2855909.000000 Penalty: 5232.625488
	Iteration 86Q: 3 clusters Score -2855909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -2855904.000000 Penalty: 5232.625488
	Iteration 87Q: 3 clusters Score -2855904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -2855907.500000 Penalty: 5232.625488
	Iteration 88Q: 3 clusters Score -2855908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -2855905.250000 Penalty: 5232.625488
	Iteration 89Q: 3 clusters Score -2855905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -2855907.250000 Penalty: 5232.625488
	Iteration 90Q: 3 clusters Score -2855907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -2855910.250000 Penalty: 5232.625488
	Iteration 91Q: 3 clusters Score -2855910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -2855909.250000 Penalty: 5232.625488
	Iteration 92Q: 3 clusters Score -2855909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -2855914.500000 Penalty: 5232.625488
	Iteration 93Q: 3 clusters Score -2855914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -2855915.750000 Penalty: 5232.625488
	Iteration 94Q: 3 clusters Score -2855916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -2855914.250000 Penalty: 5232.625488
	Iteration 95Q: 3 clusters Score -2855914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -2855913.500000 Penalty: 5232.625488
	Iteration 96Q: 3 clusters Score -2855914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -2855909.750000 Penalty: 5232.625488
	Iteration 97Q: 3 clusters Score -2855910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -2855913.000000 Penalty: 5232.625488
	Iteration 98Q: 3 clusters Score -2855913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -2855912.750000 Penalty: 5232.625488
	Iteration 99Q: 3 clusters Score -2855913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -2855913.500000 Penalty: 5232.625488
	Iteration 100F: 3 clusters Score -2855914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -2855909.250000 Penalty: 5232.625488
	Iteration 101Q: 3 clusters Score -2855909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -2855911.250000 Penalty: 5232.625488
	Iteration 102Q: 3 clusters Score -2855911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -2855908.500000 Penalty: 5232.625488
	Iteration 103Q: 3 clusters Score -2855908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -2855903.750000 Penalty: 5232.625488
	Iteration 104Q: 3 clusters Score -2855904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -2855906.750000 Penalty: 5232.625488
	Iteration 105Q: 3 clusters Score -2855907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -2855909.000000 Penalty: 5232.625488
	Iteration 106Q: 3 clusters Score -2855909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -2855912.250000 Penalty: 5232.625488
	Iteration 107Q: 3 clusters Score -2855912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -2855913.000000 Penalty: 5232.625488
	Iteration 108Q: 3 clusters Score -2855913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -2855908.250000 Penalty: 5232.625488
	Iteration 109Q: 3 clusters Score -2855908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -2855910.500000 Penalty: 5232.625488
	Iteration 110Q: 3 clusters Score -2855910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -2855912.000000 Penalty: 5232.625488
	Iteration 111Q: 3 clusters Score -2855912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -2855908.750000 Penalty: 5232.625488
	Iteration 112Q: 3 clusters Score -2855909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -2855912.250000 Penalty: 5232.625488
	Iteration 113Q: 3 clusters Score -2855912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -2855910.750000 Penalty: 5232.625488
	Iteration 114Q: 3 clusters Score -2855911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -2855912.500000 Penalty: 5232.625488
	Iteration 115Q: 3 clusters Score -2855912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -2855913.750000 Penalty: 5232.625488
	Iteration 116Q: 3 clusters Score -2855914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -2855914.250000 Penalty: 5232.625488
	Iteration 117Q: 3 clusters Score -2855914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -2855914.000000 Penalty: 5232.625488
	Iteration 118Q: 3 clusters Score -2855914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -2855914.250000 Penalty: 5232.625488
	Iteration 119Q: 3 clusters Score -2855914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -2855914.250000 Penalty: 5232.625488
	Iteration 120F: 3 clusters Score -2855914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Entering Unmasked Estep 
Score: -750177.562500 Penalty: 2291.855713
	Iteration 0F: 2 clusters Score -750177.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -742333.625000 Penalty: 4583.711426
	Iteration 0F: 3 clusters Score -742333.6 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -744640.500000 Penalty: 4583.711426
	Iteration 1F: 3 clusters Score -744640.5 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -745017.750000 Penalty: 4583.711426
	Iteration 2F: 3 clusters Score -745017.8 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -745327.437500 Penalty: 4583.711426
	Iteration 3F: 3 clusters Score -745327.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -745572.875000 Penalty: 4583.711426
	Iteration 4Q: 3 clusters Score -745572.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -745797.250000 Penalty: 4583.711426
	Iteration 5Q: 3 clusters Score -745797.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -746009.187500 Penalty: 4583.711426
	Iteration 6Q: 3 clusters Score -746009.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -746226.875000 Penalty: 4583.711426
	Iteration 7Q: 3 clusters Score -746226.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -746461.312500 Penalty: 4583.711426
	Iteration 8Q: 3 clusters Score -746461.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -746706.375000 Penalty: 4583.711426
	Iteration 9Q: 3 clusters Score -746706.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -746937.187500 Penalty: 4583.711426
	Iteration 10Q: 3 clusters Score -746937.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -747186.625000 Penalty: 4583.711426
	Iteration 11Q: 3 clusters Score -747186.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -747427.312500 Penalty: 4583.711426
	Iteration 12Q: 3 clusters Score -747427.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -747666.312500 Penalty: 4583.711426
	Iteration 13Q: 3 clusters Score -747666.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -747857.375000 Penalty: 4583.711426
	Iteration 14Q: 3 clusters Score -747857.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -748015.062500 Penalty: 4583.711426
	Iteration 15Q: 3 clusters Score -748015.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -748136.062500 Penalty: 4583.711426
	Iteration 16Q: 3 clusters Score -748136.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -748220.750000 Penalty: 4583.711426
	Iteration 17Q: 3 clusters Score -748220.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -748292.062500 Penalty: 4583.711426
	Iteration 18Q: 3 clusters Score -748292.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -748342.937500 Penalty: 4583.711426
	Iteration 19Q: 3 clusters Score -748342.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -748390.125000 Penalty: 4583.711426
	Iteration 20F: 3 clusters Score -748390.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -748426.687500 Penalty: 4583.711426
	Iteration 21Q: 3 clusters Score -748426.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -748465.562500 Penalty: 4583.711426
	Iteration 22Q: 3 clusters Score -748465.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -748496.062500 Penalty: 4583.711426
	Iteration 23Q: 3 clusters Score -748496.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -748522.000000 Penalty: 4583.711426
	Iteration 24Q: 3 clusters Score -748522 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -748543.625000 Penalty: 4583.711426
	Iteration 25Q: 3 clusters Score -748543.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -748563.750000 Penalty: 4583.711426
	Iteration 26Q: 3 clusters Score -748563.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -748587.125000 Penalty: 4583.711426
	Iteration 27Q: 3 clusters Score -748587.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -748609.375000 Penalty: 4583.711426
	Iteration 28Q: 3 clusters Score -748609.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -748637.437500 Penalty: 4583.711426
	Iteration 29Q: 3 clusters Score -748637.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -748655.187500 Penalty: 4583.711426
	Iteration 30Q: 3 clusters Score -748655.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -748672.812500 Penalty: 4583.711426
	Iteration 31Q: 3 clusters Score -748672.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -748682.500000 Penalty: 4583.711426
	Iteration 32Q: 3 clusters Score -748682.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -748688.500000 Penalty: 4583.711426
	Iteration 33Q: 3 clusters Score -748688.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -748691.562500 Penalty: 4583.711426
	Iteration 34Q: 3 clusters Score -748691.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -748694.187500 Penalty: 4583.711426
	Iteration 35Q: 3 clusters Score -748694.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -748693.875000 Penalty: 4583.711426
	Iteration 36Q: 3 clusters Score -748693.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -748695.937500 Penalty: 4583.711426
	Iteration 37Q: 3 clusters Score -748695.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -748696.500000 Penalty: 4583.711426
	Iteration 38Q: 3 clusters Score -748696.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -748699.500000 Penalty: 4583.711426
	Iteration 39Q: 3 clusters Score -748699.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -748700.250000 Penalty: 4583.711426
	Iteration 40F: 3 clusters Score -748700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -748700.687500 Penalty: 4583.711426
	Iteration 41Q: 3 clusters Score -748700.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -748701.000000 Penalty: 4583.711426
	Iteration 42Q: 3 clusters Score -748701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -748700.812500 Penalty: 4583.711426
	Iteration 43Q: 3 clusters Score -748700.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -748699.687500 Penalty: 4583.711426
	Iteration 44Q: 3 clusters Score -748699.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -748700.437500 Penalty: 4583.711426
	Iteration 45Q: 3 clusters Score -748700.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -748702.437500 Penalty: 4583.711426
	Iteration 46Q: 3 clusters Score -748702.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -748703.000000 Penalty: 4583.711426
	Iteration 47Q: 3 clusters Score -748703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -748702.562500 Penalty: 4583.711426
	Iteration 48Q: 3 clusters Score -748702.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -748702.937500 Penalty: 4583.711426
	Iteration 49Q: 3 clusters Score -748702.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -748703.937500 Penalty: 4583.711426
	Iteration 50Q: 3 clusters Score -748703.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -748704.687500 Penalty: 4583.711426
	Iteration 51Q: 3 clusters Score -748704.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -748706.375000 Penalty: 4583.711426
	Iteration 52Q: 3 clusters Score -748706.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -748708.312500 Penalty: 4583.711426
	Iteration 53Q: 3 clusters Score -748708.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -748710.187500 Penalty: 4583.711426
	Iteration 54Q: 3 clusters Score -748710.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -748713.250000 Penalty: 4583.711426
	Iteration 55Q: 3 clusters Score -748713.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -748714.187500 Penalty: 4583.711426
	Iteration 56Q: 3 clusters Score -748714.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -748713.812500 Penalty: 4583.711426
	Iteration 57Q: 3 clusters Score -748713.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -748714.000000 Penalty: 4583.711426
	Iteration 58Q: 3 clusters Score -748714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -748715.312500 Penalty: 4583.711426
	Iteration 59Q: 3 clusters Score -748715.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -748715.312500 Penalty: 4583.711426
	Iteration 60F: 3 clusters Score -748715.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Entering Unmasked Estep 
Score: -1082335.750000 Penalty: 2377.217041
	Iteration 0F: 2 clusters Score -1082336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1071799.000000 Penalty: 4754.434082
	Iteration 0F: 3 clusters Score -1071799 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1075250.250000 Penalty: 4754.434082
	Iteration 1F: 3 clusters Score -1075250 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1076027.750000 Penalty: 4754.434082
	Iteration 2F: 3 clusters Score -1076028 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1076724.750000 Penalty: 4754.434082
	Iteration 3F: 3 clusters Score -1076725 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1077285.875000 Penalty: 4754.434082
	Iteration 4F: 3 clusters Score -1077286 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1077782.750000 Penalty: 4754.434082
	Iteration 5F: 3 clusters Score -1077783 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1078240.500000 Penalty: 4754.434082
	Iteration 6F: 3 clusters Score -1078240 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1078645.125000 Penalty: 4754.434082
	Iteration 7Q: 3 clusters Score -1078645 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1078961.750000 Penalty: 4754.434082
	Iteration 8Q: 3 clusters Score -1078962 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1079200.250000 Penalty: 4754.434082
	Iteration 9Q: 3 clusters Score -1079200 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1079370.875000 Penalty: 4754.434082
	Iteration 10Q: 3 clusters Score -1079371 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1079540.875000 Penalty: 4754.434082
	Iteration 11Q: 3 clusters Score -1079541 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1079707.625000 Penalty: 4754.434082
	Iteration 12Q: 3 clusters Score -1079708 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1079869.625000 Penalty: 4754.434082
	Iteration 13Q: 3 clusters Score -1079870 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1080041.500000 Penalty: 4754.434082
	Iteration 14Q: 3 clusters Score -1080042 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1080220.875000 Penalty: 4754.434082
	Iteration 15Q: 3 clusters Score -1080221 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1080394.875000 Penalty: 4754.434082
	Iteration 16Q: 3 clusters Score -1080395 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1080564.875000 Penalty: 4754.434082
	Iteration 17Q: 3 clusters Score -1080565 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1080693.375000 Penalty: 4754.434082
	Iteration 18Q: 3 clusters Score -1080693 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1080810.750000 Penalty: 4754.434082
	Iteration 19Q: 3 clusters Score -1080811 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1080914.750000 Penalty: 4754.434082
	Iteration 20F: 3 clusters Score -1080915 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1080992.875000 Penalty: 4754.434082
	Iteration 21Q: 3 clusters Score -1080993 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1081049.750000 Penalty: 4754.434082
	Iteration 22Q: 3 clusters Score -1081050 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1081097.000000 Penalty: 4754.434082
	Iteration 23Q: 3 clusters Score -1081097 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1081146.250000 Penalty: 4754.434082
	Iteration 24Q: 3 clusters Score -1081146 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1081193.750000 Penalty: 4754.434082
	Iteration 25Q: 3 clusters Score -1081194 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1081237.500000 Penalty: 4754.434082
	Iteration 26Q: 3 clusters Score -1081238 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1081272.375000 Penalty: 4754.434082
	Iteration 27Q: 3 clusters Score -1081272 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1081311.250000 Penalty: 4754.434082
	Iteration 28Q: 3 clusters Score -1081311 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1081333.000000 Penalty: 4754.434082
	Iteration 29Q: 3 clusters Score -1081333 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1081345.500000 Penalty: 4754.434082
	Iteration 30Q: 3 clusters Score -1081346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1081354.625000 Penalty: 4754.434082
	Iteration 31Q: 3 clusters Score -1081355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1081365.125000 Penalty: 4754.434082
	Iteration 32Q: 3 clusters Score -1081365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1081369.250000 Penalty: 4754.434082
	Iteration 33Q: 3 clusters Score -1081369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1081378.625000 Penalty: 4754.434082
	Iteration 34Q: 3 clusters Score -1081379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1081384.750000 Penalty: 4754.434082
	Iteration 35Q: 3 clusters Score -1081385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1081391.875000 Penalty: 4754.434082
	Iteration 36Q: 3 clusters Score -1081392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1081398.750000 Penalty: 4754.434082
	Iteration 37Q: 3 clusters Score -1081399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1081405.375000 Penalty: 4754.434082
	Iteration 38Q: 3 clusters Score -1081405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1081411.875000 Penalty: 4754.434082
	Iteration 39Q: 3 clusters Score -1081412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1081422.125000 Penalty: 4754.434082
	Iteration 40F: 3 clusters Score -1081422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1081424.750000 Penalty: 4754.434082
	Iteration 41Q: 3 clusters Score -1081425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1081436.000000 Penalty: 4754.434082
	Iteration 42Q: 3 clusters Score -1081436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1081443.625000 Penalty: 4754.434082
	Iteration 43Q: 3 clusters Score -1081444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1081447.125000 Penalty: 4754.434082
	Iteration 44Q: 3 clusters Score -1081447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1081450.000000 Penalty: 4754.434082
	Iteration 45Q: 3 clusters Score -1081450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1081455.750000 Penalty: 4754.434082
	Iteration 46Q: 3 clusters Score -1081456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1081460.625000 Penalty: 4754.434082
	Iteration 47Q: 3 clusters Score -1081461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1081471.125000 Penalty: 4754.434082
	Iteration 48Q: 3 clusters Score -1081471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1081476.875000 Penalty: 4754.434082
	Iteration 49Q: 3 clusters Score -1081477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1081483.500000 Penalty: 4754.434082
	Iteration 50Q: 3 clusters Score -1081484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1081486.125000 Penalty: 4754.434082
	Iteration 51Q: 3 clusters Score -1081486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1081491.125000 Penalty: 4754.434082
	Iteration 52Q: 3 clusters Score -1081491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1081492.250000 Penalty: 4754.434082
	Iteration 53Q: 3 clusters Score -1081492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1081493.500000 Penalty: 4754.434082
	Iteration 54Q: 3 clusters Score -1081494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1081495.000000 Penalty: 4754.434082
	Iteration 55Q: 3 clusters Score -1081495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1081494.500000 Penalty: 4754.434082
	Iteration 56Q: 3 clusters Score -1081494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1081494.500000 Penalty: 4754.434082
	Iteration 57F: 3 clusters Score -1081494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (48397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Entering Unmasked Estep 
Score: -3677590.500000 Penalty: 2675.223877
	Iteration 0F: 2 clusters Score -3677590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -3644873.500000 Penalty: 5350.447754
	Iteration 0F: 3 clusters Score -3644874 nChanged 22487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -3657417.500000 Penalty: 5350.447754
	Iteration 1F: 3 clusters Score -3657418 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -3658016.250000 Penalty: 5350.447754
	Iteration 2Q: 3 clusters Score -3658016 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -3658604.250000 Penalty: 5350.447754
	Iteration 3Q: 3 clusters Score -3658604 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -3659284.250000 Penalty: 5350.447754
	Iteration 4Q: 3 clusters Score -3659284 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -3660077.500000 Penalty: 5350.447754
	Iteration 5Q: 3 clusters Score -3660078 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -3661049.500000 Penalty: 5350.447754
	Iteration 6Q: 3 clusters Score -3661050 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -3662241.500000 Penalty: 5350.447754
	Iteration 7Q: 3 clusters Score -3662242 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -3663757.000000 Penalty: 5350.447754
	Iteration 8F: 3 clusters Score -3663757 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -3665497.750000 Penalty: 5350.447754
	Iteration 9F: 3 clusters Score -3665498 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3667163.750000 Penalty: 5350.447754
	Iteration 10F: 3 clusters Score -3667164 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -3668311.750000 Penalty: 5350.447754
	Iteration 11Q: 3 clusters Score -3668312 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -3668840.500000 Penalty: 5350.447754
	Iteration 12Q: 3 clusters Score -3668840 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -3669085.750000 Penalty: 5350.447754
	Iteration 13Q: 3 clusters Score -3669086 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -3669243.000000 Penalty: 5350.447754
	Iteration 14Q: 3 clusters Score -3669243 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -3669371.750000 Penalty: 5350.447754
	Iteration 15Q: 3 clusters Score -3669372 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -3669489.000000 Penalty: 5350.447754
	Iteration 16Q: 3 clusters Score -3669489 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -3669591.500000 Penalty: 5350.447754
	Iteration 17Q: 3 clusters Score -3669592 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -3669712.250000 Penalty: 5350.447754
	Iteration 18Q: 3 clusters Score -3669712 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -3669814.500000 Penalty: 5350.447754
	Iteration 19Q: 3 clusters Score -3669814 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3669913.250000 Penalty: 5350.447754
	Iteration 20F: 3 clusters Score -3669913 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -3669993.250000 Penalty: 5350.447754
	Iteration 21Q: 3 clusters Score -3669993 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -3670094.000000 Penalty: 5350.447754
	Iteration 22Q: 3 clusters Score -3670094 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -3670156.750000 Penalty: 5350.447754
	Iteration 23Q: 3 clusters Score -3670157 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -3670212.250000 Penalty: 5350.447754
	Iteration 24Q: 3 clusters Score -3670212 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -3670292.500000 Penalty: 5350.447754
	Iteration 25Q: 3 clusters Score -3670292 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -3670370.000000 Penalty: 5350.447754
	Iteration 26Q: 3 clusters Score -3670370 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -3670406.750000 Penalty: 5350.447754
	Iteration 27Q: 3 clusters Score -3670407 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -3670457.250000 Penalty: 5350.447754
	Iteration 28Q: 3 clusters Score -3670457 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -3670498.500000 Penalty: 5350.447754
	Iteration 29Q: 3 clusters Score -3670498 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -3670533.250000 Penalty: 5350.447754
	Iteration 30Q: 3 clusters Score -3670533 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -3670555.750000 Penalty: 5350.447754
	Iteration 31Q: 3 clusters Score -3670556 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -3670597.750000 Penalty: 5350.447754
	Iteration 32Q: 3 clusters Score -3670598 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -3670626.000000 Penalty: 5350.447754
	Iteration 33Q: 3 clusters Score -3670626 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -3670625.500000 Penalty: 5350.447754
	Iteration 34Q: 3 clusters Score -3670626 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -3670637.000000 Penalty: 5350.447754
	Iteration 35Q: 3 clusters Score -3670637 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -3670644.000000 Penalty: 5350.447754
	Iteration 36Q: 3 clusters Score -3670644 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -3670665.250000 Penalty: 5350.447754
	Iteration 37Q: 3 clusters Score -3670665 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -3670686.250000 Penalty: 5350.447754
	Iteration 38Q: 3 clusters Score -3670686 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -3670694.750000 Penalty: 5350.447754
	Iteration 39Q: 3 clusters Score -3670695 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -3670715.500000 Penalty: 5350.447754
	Iteration 40F: 3 clusters Score -3670716 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3670732 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3670738 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3670738 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3670741 nChanged 96
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Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3670745 nChanged 103
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Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3670764 nChanged 116
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Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 27614 members 
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	Iteration 47Q: 3 clusters Score -3670778 nChanged 130
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Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3670771 nChanged 132
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Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3670777 nChanged 142
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Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3670792 nChanged 148
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Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3670823 nChanged 154
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Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3670828 nChanged 162
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Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 28438 members 
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	Iteration 53Q: 3 clusters Score -3670848 nChanged 167
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Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3670872 nChanged 161
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Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3670889 nChanged 169
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Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3670918 nChanged 166
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Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3670926 nChanged 191
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Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3670942 nChanged 195
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Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3670969 nChanged 192
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Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3670986 nChanged 183
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Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 29830 members 
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	Iteration 61Q: 3 clusters Score -3670994 nChanged 206
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Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 30034 members 
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	Iteration 62Q: 3 clusters Score -3671019 nChanged 221
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Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 30255 members 
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	Iteration 63Q: 3 clusters Score -3671050 nChanged 212
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Mstep: Class 1 contains 17930 members 
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	Iteration 64Q: 3 clusters Score -3671079 nChanged 218
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Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 30685 members 
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	Iteration 65Q: 3 clusters Score -3671110 nChanged 219
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Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 30904 members 
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	Iteration 66Q: 3 clusters Score -3671142 nChanged 241
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Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 31145 members 
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	Iteration 67Q: 3 clusters Score -3671157 nChanged 210
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Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 31353 members 
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Mstep: Class 1 contains 16831 members 
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	Iteration 69Q: 3 clusters Score -3671203 nChanged 231
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Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 31795 members 
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	Iteration 70Q: 3 clusters Score -3671206 nChanged 240
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Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 32035 members 
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	Iteration 71Q: 3 clusters Score -3671242 nChanged 263
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Mstep: Class 1 contains 16099 members 
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	Iteration 72Q: 3 clusters Score -3671273 nChanged 307
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Mstep: Class 1 contains 15792 members 
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	Iteration 73Q: 3 clusters Score -3671315 nChanged 325
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Mstep: Class 1 contains 15467 members 
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	Iteration 74Q: 3 clusters Score -3671367 nChanged 338
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	Iteration 75Q: 3 clusters Score -3671429 nChanged 337
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	Iteration 76Q: 3 clusters Score -3671485 nChanged 347
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Mstep: Class 1 contains 14445 members 
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	Iteration 77Q: 3 clusters Score -3671548 nChanged 398
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Mstep: Class 1 contains 14047 members 
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	Iteration 78Q: 3 clusters Score -3671640 nChanged 411
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Mstep: Class 1 contains 13636 members 
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	Iteration 79Q: 3 clusters Score -3671706 nChanged 388
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Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 35149 members 
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	Iteration 80F: 3 clusters Score -3671790 nChanged 398
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Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 35547 members 
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	Iteration 81Q: 3 clusters Score -3671879 nChanged 416
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Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 35955 members 
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	Iteration 82Q: 3 clusters Score -3671986 nChanged 415
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Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 36364 members 
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	Iteration 83Q: 3 clusters Score -3672065 nChanged 456
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Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 36816 members 
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	Iteration 84Q: 3 clusters Score -3672181 nChanged 446
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Mstep: Class 1 contains 11139 members 
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	Iteration 85Q: 3 clusters Score -3672291 nChanged 446
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Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 37700 members 
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	Iteration 86Q: 3 clusters Score -3672398 nChanged 427
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Mstep: Class 1 contains 10276 members 
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	Iteration 87Q: 3 clusters Score -3672512 nChanged 385
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Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 38504 members 
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	Iteration 88Q: 3 clusters Score -3672596 nChanged 409
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Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 38911 members 
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	Iteration 89Q: 3 clusters Score -3672708 nChanged 446
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Mstep: Class 1 contains 9050 members 
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	Iteration 90Q: 3 clusters Score -3672851 nChanged 449
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Mstep: Class 1 contains 8615 members 
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	Iteration 91Q: 3 clusters Score -3672956 nChanged 479
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Mstep: Class 1 contains 8140 members 
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	Iteration 92Q: 3 clusters Score -3673095 nChanged 482
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Mstep: Class 1 contains 7664 members 
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	Iteration 93Q: 3 clusters Score -3673246 nChanged 446
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Mstep: Class 1 contains 7228 members 
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	Iteration 94Q: 3 clusters Score -3673397 nChanged 431
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Mstep: Class 1 contains 6805 members 
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	Iteration 95Q: 3 clusters Score -3673526 nChanged 432
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Mstep: Class 1 contains 6375 members 
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	Iteration 96Q: 3 clusters Score -3673676 nChanged 393
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Mstep: Class 1 contains 5982 members 
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	Iteration 97Q: 3 clusters Score -3673794 nChanged 387
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Mstep: Class 1 contains 5595 members 
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	Iteration 98Q: 3 clusters Score -3673918 nChanged 397
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Mstep: Class 1 contains 5198 members 
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	Iteration 99Q: 3 clusters Score -3674052 nChanged 404
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Mstep: Class 1 contains 4802 members 
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	Iteration 100F: 3 clusters Score -3674210 nChanged 382
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Mstep: Class 1 contains 4424 members 
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	Iteration 101Q: 3 clusters Score -3674334 nChanged 315
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Mstep: Class 1 contains 4113 members 
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	Iteration 102Q: 3 clusters Score -3674460 nChanged 320
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Mstep: Class 1 contains 3801 members 
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	Iteration 103Q: 3 clusters Score -3674591 nChanged 318
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Mstep: Class 1 contains 3495 members 
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	Iteration 104Q: 3 clusters Score -3674723 nChanged 276
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Mstep: Class 1 contains 3225 members 
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	Iteration 105Q: 3 clusters Score -3674842 nChanged 242
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Mstep: Class 1 contains 2989 members 
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	Iteration 106Q: 3 clusters Score -3674940 nChanged 230
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Mstep: Class 1 contains 2767 members 
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	Iteration 107Q: 3 clusters Score -3675024 nChanged 190
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Mstep: Class 1 contains 2577 members 
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	Iteration 108Q: 3 clusters Score -3675094 nChanged 167
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Mstep: Class 1 contains 2416 members 
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	Iteration 109Q: 3 clusters Score -3675127 nChanged 141
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Mstep: Class 1 contains 2281 members 
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	Iteration 110Q: 3 clusters Score -3675189 nChanged 132
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	Iteration 111Q: 3 clusters Score -3675235 nChanged 108
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	Iteration 112Q: 3 clusters Score -3675276 nChanged 99
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	Iteration 113Q: 3 clusters Score -3675313 nChanged 87
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	Iteration 114Q: 3 clusters Score -3675344 nChanged 75
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	Iteration 115Q: 3 clusters Score -3675365 nChanged 69
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	Iteration 116Q: 3 clusters Score -3675395 nChanged 70
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	Iteration 117Q: 3 clusters Score -3675422 nChanged 59
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	Iteration 118Q: 3 clusters Score -3675451 nChanged 40
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	Iteration 119Q: 3 clusters Score -3675460 nChanged 38
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	Iteration 120F: 3 clusters Score -3675468 nChanged 31
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	Iteration 121Q: 3 clusters Score -3675472 nChanged 33
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	Iteration 122Q: 3 clusters Score -3675480 nChanged 23
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	Iteration 123Q: 3 clusters Score -3675495 nChanged 23
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	Iteration 124Q: 3 clusters Score -3675505 nChanged 19
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	Iteration 125Q: 3 clusters Score -3675520 nChanged 20
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	Iteration 126Q: 3 clusters Score -3675521 nChanged 20
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	Iteration 127Q: 3 clusters Score -3675521 nChanged 15
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	Iteration 128Q: 3 clusters Score -3675532 nChanged 19
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3675532 nChanged 12
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	Iteration 130Q: 3 clusters Score -3675539 nChanged 13
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3675537 nChanged 5
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	Iteration 132Q: 3 clusters Score -3675540 nChanged 4
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3675540 nChanged 4
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Score: -3675543.000000 Penalty: 5350.447754
	Iteration 134Q: 3 clusters Score -3675543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -3675543.500000 Penalty: 5350.447754
	Iteration 135Q: 3 clusters Score -3675544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -3675543.750000 Penalty: 5350.447754
	Iteration 136Q: 3 clusters Score -3675544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -3675545.750000 Penalty: 5350.447754
	Iteration 137Q: 3 clusters Score -3675546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -3675551.500000 Penalty: 5350.447754
	Iteration 138Q: 3 clusters Score -3675552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -3675555.500000 Penalty: 5350.447754
	Iteration 139Q: 3 clusters Score -3675556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -3675565.000000 Penalty: 5350.447754
	Iteration 140F: 3 clusters Score -3675565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -3675565.500000 Penalty: 5350.447754
	Iteration 141Q: 3 clusters Score -3675566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 47131 members 
Entering Unmasked Estep 
Score: -3675561.500000 Penalty: 5350.447754
	Iteration 142Q: 3 clusters Score -3675562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -3675562.750000 Penalty: 5350.447754
	Iteration 143Q: 3 clusters Score -3675563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -3675563.750000 Penalty: 5350.447754
	Iteration 144Q: 3 clusters Score -3675564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -3675563.750000 Penalty: 5350.447754
	Iteration 145Q: 3 clusters Score -3675564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -3675563.750000 Penalty: 5350.447754
	Iteration 146F: 3 clusters Score -3675564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Entering Unmasked Estep 
Score: -653895.125000 Penalty: 2256.459229
	Iteration 0F: 2 clusters Score -653895.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -646933.937500 Penalty: 4512.918457
	Iteration 0F: 3 clusters Score -646933.9 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -648984.250000 Penalty: 4512.918457
	Iteration 1F: 3 clusters Score -648984.2 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -649423.000000 Penalty: 4512.918457
	Iteration 2F: 3 clusters Score -649423 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -649811.437500 Penalty: 4512.918457
	Iteration 3F: 3 clusters Score -649811.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -650151.500000 Penalty: 4512.918457
	Iteration 4F: 3 clusters Score -650151.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -650497.000000 Penalty: 4512.918457
	Iteration 5F: 3 clusters Score -650497 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -650850.125000 Penalty: 4512.918457
	Iteration 6F: 3 clusters Score -650850.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -651170.562500 Penalty: 4512.918457
	Iteration 7F: 3 clusters Score -651170.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -651441.625000 Penalty: 4512.918457
	Iteration 8Q: 3 clusters Score -651441.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -651651.312500 Penalty: 4512.918457
	Iteration 9Q: 3 clusters Score -651651.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -651821.625000 Penalty: 4512.918457
	Iteration 10Q: 3 clusters Score -651821.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -651964.250000 Penalty: 4512.918457
	Iteration 11Q: 3 clusters Score -651964.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -652069.312500 Penalty: 4512.918457
	Iteration 12Q: 3 clusters Score -652069.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -652142.062500 Penalty: 4512.918457
	Iteration 13Q: 3 clusters Score -652142.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -652219.062500 Penalty: 4512.918457
	Iteration 14Q: 3 clusters Score -652219.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -652295.187500 Penalty: 4512.918457
	Iteration 15Q: 3 clusters Score -652295.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -652370.250000 Penalty: 4512.918457
	Iteration 16Q: 3 clusters Score -652370.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -652435.812500 Penalty: 4512.918457
	Iteration 17Q: 3 clusters Score -652435.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -652500.187500 Penalty: 4512.918457
	Iteration 18Q: 3 clusters Score -652500.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -652565.875000 Penalty: 4512.918457
	Iteration 19Q: 3 clusters Score -652565.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -652645.125000 Penalty: 4512.918457
	Iteration 20F: 3 clusters Score -652645.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -652716.625000 Penalty: 4512.918457
	Iteration 21Q: 3 clusters Score -652716.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -652803.812500 Penalty: 4512.918457
	Iteration 22Q: 3 clusters Score -652803.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -652877.812500 Penalty: 4512.918457
	Iteration 23Q: 3 clusters Score -652877.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -652945.812500 Penalty: 4512.918457
	Iteration 24Q: 3 clusters Score -652945.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -653006.625000 Penalty: 4512.918457
	Iteration 25Q: 3 clusters Score -653006.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -653047.812500 Penalty: 4512.918457
	Iteration 26Q: 3 clusters Score -653047.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -653075.687500 Penalty: 4512.918457
	Iteration 27Q: 3 clusters Score -653075.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -653105.937500 Penalty: 4512.918457
	Iteration 28Q: 3 clusters Score -653105.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -653125.500000 Penalty: 4512.918457
	Iteration 29Q: 3 clusters Score -653125.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -653144.062500 Penalty: 4512.918457
	Iteration 30Q: 3 clusters Score -653144.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -653161.375000 Penalty: 4512.918457
	Iteration 31Q: 3 clusters Score -653161.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -653177.750000 Penalty: 4512.918457
	Iteration 32Q: 3 clusters Score -653177.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -653197.562500 Penalty: 4512.918457
	Iteration 33Q: 3 clusters Score -653197.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -653215.375000 Penalty: 4512.918457
	Iteration 34Q: 3 clusters Score -653215.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -653232.187500 Penalty: 4512.918457
	Iteration 35Q: 3 clusters Score -653232.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -653250.625000 Penalty: 4512.918457
	Iteration 36Q: 3 clusters Score -653250.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -653265.750000 Penalty: 4512.918457
	Iteration 37Q: 3 clusters Score -653265.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -653282.750000 Penalty: 4512.918457
	Iteration 38Q: 3 clusters Score -653282.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -653293.500000 Penalty: 4512.918457
	Iteration 39Q: 3 clusters Score -653293.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -653301.875000 Penalty: 4512.918457
	Iteration 40F: 3 clusters Score -653301.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -653306.750000 Penalty: 4512.918457
	Iteration 41Q: 3 clusters Score -653306.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -653317.000000 Penalty: 4512.918457
	Iteration 42Q: 3 clusters Score -653317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -653320.062500 Penalty: 4512.918457
	Iteration 43Q: 3 clusters Score -653320.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -653324.062500 Penalty: 4512.918457
	Iteration 44Q: 3 clusters Score -653324.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -653324.125000 Penalty: 4512.918457
	Iteration 45Q: 3 clusters Score -653324.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -653327.000000 Penalty: 4512.918457
	Iteration 46Q: 3 clusters Score -653327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -653328.250000 Penalty: 4512.918457
	Iteration 47Q: 3 clusters Score -653328.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -653328.312500 Penalty: 4512.918457
	Iteration 48Q: 3 clusters Score -653328.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -653332.687500 Penalty: 4512.918457
	Iteration 49Q: 3 clusters Score -653332.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -653335.750000 Penalty: 4512.918457
	Iteration 50Q: 3 clusters Score -653335.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -653337.875000 Penalty: 4512.918457
	Iteration 51Q: 3 clusters Score -653337.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -653338.312500 Penalty: 4512.918457
	Iteration 52Q: 3 clusters Score -653338.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -653338.312500 Penalty: 4512.918457
	Iteration 53F: 3 clusters Score -653338.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Entering Unmasked Estep 
Score: -1197422.875000 Penalty: 2432.225586
	Iteration 0F: 2 clusters Score -1197423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1184610.750000 Penalty: 4864.451172
	Iteration 0F: 3 clusters Score -1184611 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1189366.500000 Penalty: 4864.451172
	Iteration 1F: 3 clusters Score -1189366 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1190159.125000 Penalty: 4864.451172
	Iteration 2F: 3 clusters Score -1190159 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1190921.625000 Penalty: 4864.451172
	Iteration 3F: 3 clusters Score -1190922 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1191475.125000 Penalty: 4864.451172
	Iteration 4F: 3 clusters Score -1191475 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1191958.750000 Penalty: 4864.451172
	Iteration 5F: 3 clusters Score -1191959 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1192323.000000 Penalty: 4864.451172
	Iteration 6Q: 3 clusters Score -1192323 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1192594.625000 Penalty: 4864.451172
	Iteration 7Q: 3 clusters Score -1192595 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1192812.125000 Penalty: 4864.451172
	Iteration 8Q: 3 clusters Score -1192812 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1193014.125000 Penalty: 4864.451172
	Iteration 9Q: 3 clusters Score -1193014 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1193167.750000 Penalty: 4864.451172
	Iteration 10Q: 3 clusters Score -1193168 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1193314.625000 Penalty: 4864.451172
	Iteration 11Q: 3 clusters Score -1193315 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1193441.125000 Penalty: 4864.451172
	Iteration 12Q: 3 clusters Score -1193441 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1193583.625000 Penalty: 4864.451172
	Iteration 13Q: 3 clusters Score -1193584 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1193726.125000 Penalty: 4864.451172
	Iteration 14Q: 3 clusters Score -1193726 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1193872.750000 Penalty: 4864.451172
	Iteration 15Q: 3 clusters Score -1193873 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1194030.125000 Penalty: 4864.451172
	Iteration 16Q: 3 clusters Score -1194030 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1194225.625000 Penalty: 4864.451172
	Iteration 17Q: 3 clusters Score -1194226 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1194416.500000 Penalty: 4864.451172
	Iteration 18Q: 3 clusters Score -1194416 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1194590.250000 Penalty: 4864.451172
	Iteration 19Q: 3 clusters Score -1194590 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1194745.375000 Penalty: 4864.451172
	Iteration 20F: 3 clusters Score -1194745 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1194868.250000 Penalty: 4864.451172
	Iteration 21Q: 3 clusters Score -1194868 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1194959.875000 Penalty: 4864.451172
	Iteration 22Q: 3 clusters Score -1194960 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1195051.125000 Penalty: 4864.451172
	Iteration 23Q: 3 clusters Score -1195051 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1195148.375000 Penalty: 4864.451172
	Iteration 24Q: 3 clusters Score -1195148 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1195240.750000 Penalty: 4864.451172
	Iteration 25Q: 3 clusters Score -1195241 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1195323.375000 Penalty: 4864.451172
	Iteration 26Q: 3 clusters Score -1195323 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1195391.500000 Penalty: 4864.451172
	Iteration 27Q: 3 clusters Score -1195392 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1195454.750000 Penalty: 4864.451172
	Iteration 28Q: 3 clusters Score -1195455 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1195519.500000 Penalty: 4864.451172
	Iteration 29Q: 3 clusters Score -1195520 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1195570.375000 Penalty: 4864.451172
	Iteration 30Q: 3 clusters Score -1195570 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1195607.375000 Penalty: 4864.451172
	Iteration 31Q: 3 clusters Score -1195607 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1195623.500000 Penalty: 4864.451172
	Iteration 32Q: 3 clusters Score -1195624 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1195640.375000 Penalty: 4864.451172
	Iteration 33Q: 3 clusters Score -1195640 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1195651.250000 Penalty: 4864.451172
	Iteration 34Q: 3 clusters Score -1195651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1195662.750000 Penalty: 4864.451172
	Iteration 35Q: 3 clusters Score -1195663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1195671.125000 Penalty: 4864.451172
	Iteration 36Q: 3 clusters Score -1195671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1195679.375000 Penalty: 4864.451172
	Iteration 37Q: 3 clusters Score -1195679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1195683.375000 Penalty: 4864.451172
	Iteration 38Q: 3 clusters Score -1195683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1195686.625000 Penalty: 4864.451172
	Iteration 39Q: 3 clusters Score -1195687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1195686.750000 Penalty: 4864.451172
	Iteration 40F: 3 clusters Score -1195687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1195688.000000 Penalty: 4864.451172
	Iteration 41Q: 3 clusters Score -1195688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1195691.625000 Penalty: 4864.451172
	Iteration 42Q: 3 clusters Score -1195692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1195691.125000 Penalty: 4864.451172
	Iteration 43Q: 3 clusters Score -1195691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1195692.875000 Penalty: 4864.451172
	Iteration 44Q: 3 clusters Score -1195693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1195693.375000 Penalty: 4864.451172
	Iteration 45Q: 3 clusters Score -1195693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1195694.750000 Penalty: 4864.451172
	Iteration 46Q: 3 clusters Score -1195695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1195698.750000 Penalty: 4864.451172
	Iteration 47Q: 3 clusters Score -1195699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1195699.750000 Penalty: 4864.451172
	Iteration 48Q: 3 clusters Score -1195700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1195699.000000 Penalty: 4864.451172
	Iteration 49Q: 3 clusters Score -1195699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1195699.125000 Penalty: 4864.451172
	Iteration 50Q: 3 clusters Score -1195699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1195702.250000 Penalty: 4864.451172
	Iteration 51Q: 3 clusters Score -1195702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1195701.000000 Penalty: 4864.451172
	Iteration 52Q: 3 clusters Score -1195701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1195701.125000 Penalty: 4864.451172
	Iteration 53Q: 3 clusters Score -1195701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1195701.750000 Penalty: 4864.451172
	Iteration 54Q: 3 clusters Score -1195702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1195702.625000 Penalty: 4864.451172
	Iteration 55Q: 3 clusters Score -1195703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1195703.375000 Penalty: 4864.451172
	Iteration 56Q: 3 clusters Score -1195703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1195701.875000 Penalty: 4864.451172
	Iteration 57Q: 3 clusters Score -1195702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1195702.750000 Penalty: 4864.451172
	Iteration 58Q: 3 clusters Score -1195703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1195703.250000 Penalty: 4864.451172
	Iteration 59Q: 3 clusters Score -1195703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1195705.875000 Penalty: 4864.451172
	Iteration 60F: 3 clusters Score -1195706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1195705.375000 Penalty: 4864.451172
	Iteration 61Q: 3 clusters Score -1195705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1195708.875000 Penalty: 4864.451172
	Iteration 62Q: 3 clusters Score -1195709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1195713.625000 Penalty: 4864.451172
	Iteration 63Q: 3 clusters Score -1195714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1195717.000000 Penalty: 4864.451172
	Iteration 64Q: 3 clusters Score -1195717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1195716.250000 Penalty: 4864.451172
	Iteration 65Q: 3 clusters Score -1195716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1195718.875000 Penalty: 4864.451172
	Iteration 66Q: 3 clusters Score -1195719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1195719.375000 Penalty: 4864.451172
	Iteration 67Q: 3 clusters Score -1195719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1195719.375000 Penalty: 4864.451172
	Iteration 68Q: 3 clusters Score -1195719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1195721.000000 Penalty: 4864.451172
	Iteration 69Q: 3 clusters Score -1195721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1195725.375000 Penalty: 4864.451172
	Iteration 70Q: 3 clusters Score -1195725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1195726.125000 Penalty: 4864.451172
	Iteration 71Q: 3 clusters Score -1195726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1195727.625000 Penalty: 4864.451172
	Iteration 72Q: 3 clusters Score -1195728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1195732.625000 Penalty: 4864.451172
	Iteration 73Q: 3 clusters Score -1195733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1195738.250000 Penalty: 4864.451172
	Iteration 74Q: 3 clusters Score -1195738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1195740.875000 Penalty: 4864.451172
	Iteration 75Q: 3 clusters Score -1195741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1195746.875000 Penalty: 4864.451172
	Iteration 76Q: 3 clusters Score -1195747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1195751.875000 Penalty: 4864.451172
	Iteration 77Q: 3 clusters Score -1195752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1195751.375000 Penalty: 4864.451172
	Iteration 78Q: 3 clusters Score -1195751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1195755.125000 Penalty: 4864.451172
	Iteration 79Q: 3 clusters Score -1195755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1195757.000000 Penalty: 4864.451172
	Iteration 80F: 3 clusters Score -1195757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1195757.375000 Penalty: 4864.451172
	Iteration 81Q: 3 clusters Score -1195757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1195758.500000 Penalty: 4864.451172
	Iteration 82Q: 3 clusters Score -1195758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1195760.000000 Penalty: 4864.451172
	Iteration 83Q: 3 clusters Score -1195760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1195760.125000 Penalty: 4864.451172
	Iteration 84Q: 3 clusters Score -1195760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1195759.125000 Penalty: 4864.451172
	Iteration 85Q: 3 clusters Score -1195759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1195763.875000 Penalty: 4864.451172
	Iteration 86Q: 3 clusters Score -1195764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1195764.125000 Penalty: 4864.451172
	Iteration 87Q: 3 clusters Score -1195764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1195763.625000 Penalty: 4864.451172
	Iteration 88Q: 3 clusters Score -1195764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1195765.250000 Penalty: 4864.451172
	Iteration 89Q: 3 clusters Score -1195765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1195766.250000 Penalty: 4864.451172
	Iteration 90Q: 3 clusters Score -1195766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1195766.250000 Penalty: 4864.451172
	Iteration 91Q: 3 clusters Score -1195766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1195765.625000 Penalty: 4864.451172
	Iteration 92Q: 3 clusters Score -1195766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1195770.750000 Penalty: 4864.451172
	Iteration 93Q: 3 clusters Score -1195771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1195770.250000 Penalty: 4864.451172
	Iteration 94Q: 3 clusters Score -1195770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1195773.500000 Penalty: 4864.451172
	Iteration 95Q: 3 clusters Score -1195774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1195775.625000 Penalty: 4864.451172
	Iteration 96Q: 3 clusters Score -1195776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1195778.125000 Penalty: 4864.451172
	Iteration 97Q: 3 clusters Score -1195778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1195779.125000 Penalty: 4864.451172
	Iteration 98Q: 3 clusters Score -1195779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1195778.500000 Penalty: 4864.451172
	Iteration 99Q: 3 clusters Score -1195778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1195781.625000 Penalty: 4864.451172
	Iteration 100F: 3 clusters Score -1195782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1195782.250000 Penalty: 4864.451172
	Iteration 101Q: 3 clusters Score -1195782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1195784.375000 Penalty: 4864.451172
	Iteration 102Q: 3 clusters Score -1195784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1195785.500000 Penalty: 4864.451172
	Iteration 103Q: 3 clusters Score -1195786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1195785.625000 Penalty: 4864.451172
	Iteration 104Q: 3 clusters Score -1195786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1195787.125000 Penalty: 4864.451172
	Iteration 105Q: 3 clusters Score -1195787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1195786.375000 Penalty: 4864.451172
	Iteration 106Q: 3 clusters Score -1195786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1195786.375000 Penalty: 4864.451172
	Iteration 107F: 3 clusters Score -1195786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Entering Unmasked Estep 
Score: -357173.406250 Penalty: 2111.866699
	Iteration 0F: 2 clusters Score -357173.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -352665.312500 Penalty: 4223.733398
	Iteration 0F: 3 clusters Score -352665.3 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -353712.281250 Penalty: 4223.733398
	Iteration 1F: 3 clusters Score -353712.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -353966.718750 Penalty: 4223.733398
	Iteration 2F: 3 clusters Score -353966.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -354170.062500 Penalty: 4223.733398
	Iteration 3F: 3 clusters Score -354170.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -354325.781250 Penalty: 4223.733398
	Iteration 4Q: 3 clusters Score -354325.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -354516.093750 Penalty: 4223.733398
	Iteration 5Q: 3 clusters Score -354516.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -354723.750000 Penalty: 4223.733398
	Iteration 6Q: 3 clusters Score -354723.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -354916.937500 Penalty: 4223.733398
	Iteration 7Q: 3 clusters Score -354916.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -355128.718750 Penalty: 4223.733398
	Iteration 8Q: 3 clusters Score -355128.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -355354.375000 Penalty: 4223.733398
	Iteration 9Q: 3 clusters Score -355354.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -355586.781250 Penalty: 4223.733398
	Iteration 10Q: 3 clusters Score -355586.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -355804.718750 Penalty: 4223.733398
	Iteration 11Q: 3 clusters Score -355804.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -355982.281250 Penalty: 4223.733398
	Iteration 12Q: 3 clusters Score -355982.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -356089.750000 Penalty: 4223.733398
	Iteration 13Q: 3 clusters Score -356089.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -356161.000000 Penalty: 4223.733398
	Iteration 14Q: 3 clusters Score -356161 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -356205.343750 Penalty: 4223.733398
	Iteration 15Q: 3 clusters Score -356205.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -356235.093750 Penalty: 4223.733398
	Iteration 16Q: 3 clusters Score -356235.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -356254.593750 Penalty: 4223.733398
	Iteration 17Q: 3 clusters Score -356254.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -356264.593750 Penalty: 4223.733398
	Iteration 18Q: 3 clusters Score -356264.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -356273.593750 Penalty: 4223.733398
	Iteration 19Q: 3 clusters Score -356273.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -356283.625000 Penalty: 4223.733398
	Iteration 20F: 3 clusters Score -356283.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -356288.468750 Penalty: 4223.733398
	Iteration 21Q: 3 clusters Score -356288.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -356290.781250 Penalty: 4223.733398
	Iteration 22Q: 3 clusters Score -356290.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -356290.312500 Penalty: 4223.733398
	Iteration 23Q: 3 clusters Score -356290.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -356290.937500 Penalty: 4223.733398
	Iteration 24Q: 3 clusters Score -356290.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -356290.750000 Penalty: 4223.733398
	Iteration 25Q: 3 clusters Score -356290.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -356291.187500 Penalty: 4223.733398
	Iteration 26Q: 3 clusters Score -356291.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -356291.187500 Penalty: 4223.733398
	Iteration 27F: 3 clusters Score -356291.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Entering Unmasked Estep 
Score: -73222.718750 Penalty: 1731.058838
	Iteration 0F: 2 clusters Score -73222.72 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 550 members 
Entering Unmasked Estep 
Score: -71256.617188 Penalty: 3462.117676
	Iteration 0F: 3 clusters Score -71256.62 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -71571.687500 Penalty: 3462.117676
	Iteration 1F: 3 clusters Score -71571.69 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -71678.546875 Penalty: 3462.117676
	Iteration 2F: 3 clusters Score -71678.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -71765.367188 Penalty: 3462.117676
	Iteration 3Q: 3 clusters Score -71765.37 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -71880.609375 Penalty: 3462.117676
	Iteration 4Q: 3 clusters Score -71880.61 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -72041.507812 Penalty: 3462.117676
	Iteration 5Q: 3 clusters Score -72041.51 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -72279.742188 Penalty: 3462.117676
	Iteration 6F: 3 clusters Score -72279.74 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -72422.734375 Penalty: 3462.117676
	Iteration 7F: 3 clusters Score -72422.73 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -72520.242188 Penalty: 3462.117676
	Iteration 8Q: 3 clusters Score -72520.24 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -72585.085938 Penalty: 3462.117676
	Iteration 9Q: 3 clusters Score -72585.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -72626.140625 Penalty: 3462.117676
	Iteration 10Q: 3 clusters Score -72626.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -72642.078125 Penalty: 3462.117676
	Iteration 11Q: 3 clusters Score -72642.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -72646.148438 Penalty: 3462.117676
	Iteration 12Q: 3 clusters Score -72646.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -72649.445312 Penalty: 3462.117676
	Iteration 13Q: 3 clusters Score -72649.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -72649.445312 Penalty: 3462.117676
	Iteration 14F: 3 clusters Score -72649.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Entering Unmasked Estep 
Score: -2060268.625000 Penalty: 2535.545898
	Iteration 0F: 2 clusters Score -2060269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2041348.000000 Penalty: 5071.091797
	Iteration 0F: 3 clusters Score -2041348 nChanged 12265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2047928.500000 Penalty: 5071.091797
	Iteration 1F: 3 clusters Score -2047928 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2048381.375000 Penalty: 5071.091797
	Iteration 2Q: 3 clusters Score -2048381 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2048814.750000 Penalty: 5071.091797
	Iteration 3Q: 3 clusters Score -2048815 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2049318.625000 Penalty: 5071.091797
	Iteration 4Q: 3 clusters Score -2049319 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2049974.375000 Penalty: 5071.091797
	Iteration 5Q: 3 clusters Score -2049974 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2050814.500000 Penalty: 5071.091797
	Iteration 6F: 3 clusters Score -2050814 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2051904.250000 Penalty: 5071.091797
	Iteration 7F: 3 clusters Score -2051904 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2053205.125000 Penalty: 5071.091797
	Iteration 8F: 3 clusters Score -2053205 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2054444.875000 Penalty: 5071.091797
	Iteration 9F: 3 clusters Score -2054445 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2055492.625000 Penalty: 5071.091797
	Iteration 10F: 3 clusters Score -2055493 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2056180.875000 Penalty: 5071.091797
	Iteration 11Q: 3 clusters Score -2056181 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -2056604.875000 Penalty: 5071.091797
	Iteration 12Q: 3 clusters Score -2056605 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2056928.875000 Penalty: 5071.091797
	Iteration 13Q: 3 clusters Score -2056929 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2057201.250000 Penalty: 5071.091797
	Iteration 14Q: 3 clusters Score -2057201 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2057425.125000 Penalty: 5071.091797
	Iteration 15Q: 3 clusters Score -2057425 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2057585.000000 Penalty: 5071.091797
	Iteration 16Q: 3 clusters Score -2057585 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2057747.250000 Penalty: 5071.091797
	Iteration 17Q: 3 clusters Score -2057747 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2057975.375000 Penalty: 5071.091797
	Iteration 18Q: 3 clusters Score -2057975 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2058202.875000 Penalty: 5071.091797
	Iteration 19Q: 3 clusters Score -2058203 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2058406.125000 Penalty: 5071.091797
	Iteration 20F: 3 clusters Score -2058406 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2058553.000000 Penalty: 5071.091797
	Iteration 21Q: 3 clusters Score -2058553 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2058649.375000 Penalty: 5071.091797
	Iteration 22Q: 3 clusters Score -2058649 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2058703.500000 Penalty: 5071.091797
	Iteration 23Q: 3 clusters Score -2058704 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2058746.000000 Penalty: 5071.091797
	Iteration 24Q: 3 clusters Score -2058746 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2058762.000000 Penalty: 5071.091797
	Iteration 25Q: 3 clusters Score -2058762 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2058768.750000 Penalty: 5071.091797
	Iteration 26Q: 3 clusters Score -2058769 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2058779.625000 Penalty: 5071.091797
	Iteration 27Q: 3 clusters Score -2058780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2058793.500000 Penalty: 5071.091797
	Iteration 28Q: 3 clusters Score -2058794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2058794.500000 Penalty: 5071.091797
	Iteration 29Q: 3 clusters Score -2058794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2058796.625000 Penalty: 5071.091797
	Iteration 30Q: 3 clusters Score -2058797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2058800.625000 Penalty: 5071.091797
	Iteration 31Q: 3 clusters Score -2058801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2058804.625000 Penalty: 5071.091797
	Iteration 32Q: 3 clusters Score -2058805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2058805.125000 Penalty: 5071.091797
	Iteration 33Q: 3 clusters Score -2058805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2058804.750000 Penalty: 5071.091797
	Iteration 34Q: 3 clusters Score -2058805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2058809.625000 Penalty: 5071.091797
	Iteration 35Q: 3 clusters Score -2058810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2058813.375000 Penalty: 5071.091797
	Iteration 36Q: 3 clusters Score -2058813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2058819.875000 Penalty: 5071.091797
	Iteration 37Q: 3 clusters Score -2058820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2058816.875000 Penalty: 5071.091797
	Iteration 38Q: 3 clusters Score -2058817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2058818.125000 Penalty: 5071.091797
	Iteration 39Q: 3 clusters Score -2058818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2058822.625000 Penalty: 5071.091797
	Iteration 40F: 3 clusters Score -2058823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2058823.250000 Penalty: 5071.091797
	Iteration 41Q: 3 clusters Score -2058823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2058823.250000 Penalty: 5071.091797
	Iteration 42Q: 3 clusters Score -2058823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2058824.875000 Penalty: 5071.091797
	Iteration 43Q: 3 clusters Score -2058825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2058826.375000 Penalty: 5071.091797
	Iteration 44Q: 3 clusters Score -2058826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2058824.375000 Penalty: 5071.091797
	Iteration 45Q: 3 clusters Score -2058824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2058829.875000 Penalty: 5071.091797
	Iteration 46Q: 3 clusters Score -2058830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2058835.375000 Penalty: 5071.091797
	Iteration 47Q: 3 clusters Score -2058835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2058841.125000 Penalty: 5071.091797
	Iteration 48Q: 3 clusters Score -2058841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2058844.500000 Penalty: 5071.091797
	Iteration 49Q: 3 clusters Score -2058844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2058846.125000 Penalty: 5071.091797
	Iteration 50Q: 3 clusters Score -2058846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2058851.125000 Penalty: 5071.091797
	Iteration 51Q: 3 clusters Score -2058851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2058852.250000 Penalty: 5071.091797
	Iteration 52Q: 3 clusters Score -2058852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2058853.625000 Penalty: 5071.091797
	Iteration 53Q: 3 clusters Score -2058854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2058854.125000 Penalty: 5071.091797
	Iteration 54Q: 3 clusters Score -2058854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2058854.875000 Penalty: 5071.091797
	Iteration 55Q: 3 clusters Score -2058855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2058851.875000 Penalty: 5071.091797
	Iteration 56Q: 3 clusters Score -2058852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2058856.125000 Penalty: 5071.091797
	Iteration 57Q: 3 clusters Score -2058856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2058854.750000 Penalty: 5071.091797
	Iteration 58Q: 3 clusters Score -2058855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2058852.375000 Penalty: 5071.091797
	Iteration 59Q: 3 clusters Score -2058852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2058852.375000 Penalty: 5071.091797
	Iteration 60F: 3 clusters Score -2058852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2058855.500000 Penalty: 5071.091797
	Iteration 61Q: 3 clusters Score -2058856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2058862.250000 Penalty: 5071.091797
	Iteration 62Q: 3 clusters Score -2058862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2058863.625000 Penalty: 5071.091797
	Iteration 63Q: 3 clusters Score -2058864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2058864.875000 Penalty: 5071.091797
	Iteration 64Q: 3 clusters Score -2058865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2058864.750000 Penalty: 5071.091797
	Iteration 65Q: 3 clusters Score -2058865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2058862.750000 Penalty: 5071.091797
	Iteration 66Q: 3 clusters Score -2058863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2058862.375000 Penalty: 5071.091797
	Iteration 67Q: 3 clusters Score -2058862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2058864.500000 Penalty: 5071.091797
	Iteration 68Q: 3 clusters Score -2058864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2058864.125000 Penalty: 5071.091797
	Iteration 69Q: 3 clusters Score -2058864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2058864.125000 Penalty: 5071.091797
	Iteration 70F: 3 clusters Score -2058864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Entering Unmasked Estep 
Score: -329497.281250 Penalty: 2085.306396
	Iteration 0F: 2 clusters Score -329497.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -325297.218750 Penalty: 4170.612793
	Iteration 0F: 3 clusters Score -325297.2 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -326243.937500 Penalty: 4170.612793
	Iteration 1F: 3 clusters Score -326243.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -326417.718750 Penalty: 4170.612793
	Iteration 2F: 3 clusters Score -326417.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -326515.875000 Penalty: 4170.612793
	Iteration 3Q: 3 clusters Score -326515.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -326592.125000 Penalty: 4170.612793
	Iteration 4Q: 3 clusters Score -326592.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -326651.593750 Penalty: 4170.612793
	Iteration 5Q: 3 clusters Score -326651.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -326703.656250 Penalty: 4170.612793
	Iteration 6Q: 3 clusters Score -326703.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -326747.812500 Penalty: 4170.612793
	Iteration 7Q: 3 clusters Score -326747.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -326794.000000 Penalty: 4170.612793
	Iteration 8Q: 3 clusters Score -326794 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -326846.437500 Penalty: 4170.612793
	Iteration 9Q: 3 clusters Score -326846.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -326892.062500 Penalty: 4170.612793
	Iteration 10Q: 3 clusters Score -326892.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -326935.312500 Penalty: 4170.612793
	Iteration 11Q: 3 clusters Score -326935.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -326987.781250 Penalty: 4170.612793
	Iteration 12Q: 3 clusters Score -326987.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -327059.250000 Penalty: 4170.612793
	Iteration 13Q: 3 clusters Score -327059.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -327144.250000 Penalty: 4170.612793
	Iteration 14Q: 3 clusters Score -327144.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -327196.031250 Penalty: 4170.612793
	Iteration 15Q: 3 clusters Score -327196 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -327231.000000 Penalty: 4170.612793
	Iteration 16Q: 3 clusters Score -327231 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -327262.343750 Penalty: 4170.612793
	Iteration 17Q: 3 clusters Score -327262.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -327301.375000 Penalty: 4170.612793
	Iteration 18Q: 3 clusters Score -327301.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -327341.281250 Penalty: 4170.612793
	Iteration 19Q: 3 clusters Score -327341.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -327375.093750 Penalty: 4170.612793
	Iteration 20F: 3 clusters Score -327375.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -327401.468750 Penalty: 4170.612793
	Iteration 21Q: 3 clusters Score -327401.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -327433.750000 Penalty: 4170.612793
	Iteration 22Q: 3 clusters Score -327433.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -327465.343750 Penalty: 4170.612793
	Iteration 23Q: 3 clusters Score -327465.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -327488.656250 Penalty: 4170.612793
	Iteration 24Q: 3 clusters Score -327488.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -327510.812500 Penalty: 4170.612793
	Iteration 25Q: 3 clusters Score -327510.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -327528.468750 Penalty: 4170.612793
	Iteration 26Q: 3 clusters Score -327528.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -327543.187500 Penalty: 4170.612793
	Iteration 27Q: 3 clusters Score -327543.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -327557.968750 Penalty: 4170.612793
	Iteration 28Q: 3 clusters Score -327558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -327573.406250 Penalty: 4170.612793
	Iteration 29Q: 3 clusters Score -327573.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -327583.562500 Penalty: 4170.612793
	Iteration 30Q: 3 clusters Score -327583.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -327595.218750 Penalty: 4170.612793
	Iteration 31Q: 3 clusters Score -327595.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -327606.718750 Penalty: 4170.612793
	Iteration 32Q: 3 clusters Score -327606.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -327612.625000 Penalty: 4170.612793
	Iteration 33Q: 3 clusters Score -327612.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -327619.562500 Penalty: 4170.612793
	Iteration 34Q: 3 clusters Score -327619.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -327623.531250 Penalty: 4170.612793
	Iteration 35Q: 3 clusters Score -327623.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -327628.500000 Penalty: 4170.612793
	Iteration 36Q: 3 clusters Score -327628.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -327633.000000 Penalty: 4170.612793
	Iteration 37Q: 3 clusters Score -327633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -327636.968750 Penalty: 4170.612793
	Iteration 38Q: 3 clusters Score -327637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -327639.812500 Penalty: 4170.612793
	Iteration 39Q: 3 clusters Score -327639.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -327642.593750 Penalty: 4170.612793
	Iteration 40F: 3 clusters Score -327642.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -327644.750000 Penalty: 4170.612793
	Iteration 41Q: 3 clusters Score -327644.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -327648.250000 Penalty: 4170.612793
	Iteration 42Q: 3 clusters Score -327648.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -327649.343750 Penalty: 4170.612793
	Iteration 43Q: 3 clusters Score -327649.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -327651.218750 Penalty: 4170.612793
	Iteration 44Q: 3 clusters Score -327651.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -327651.875000 Penalty: 4170.612793
	Iteration 45Q: 3 clusters Score -327651.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -327652.093750 Penalty: 4170.612793
	Iteration 46Q: 3 clusters Score -327652.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -327652.093750 Penalty: 4170.612793
	Iteration 47F: 3 clusters Score -327652.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Entering Unmasked Estep 
Score: -166572.312500 Penalty: 1985.827026
	Iteration 0F: 2 clusters Score -166572.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -163355.156250 Penalty: 3971.654053
	Iteration 0F: 3 clusters Score -163355.2 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -164257.828125 Penalty: 3971.654053
	Iteration 1F: 3 clusters Score -164257.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -164670.437500 Penalty: 3971.654053
	Iteration 2F: 3 clusters Score -164670.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -165038.140625 Penalty: 3971.654053
	Iteration 3F: 3 clusters Score -165038.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -165343.500000 Penalty: 3971.654053
	Iteration 4F: 3 clusters Score -165343.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -165560.250000 Penalty: 3971.654053
	Iteration 5F: 3 clusters Score -165560.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -165706.875000 Penalty: 3971.654053
	Iteration 6Q: 3 clusters Score -165706.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -165895.593750 Penalty: 3971.654053
	Iteration 7Q: 3 clusters Score -165895.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -166064.046875 Penalty: 3971.654053
	Iteration 8Q: 3 clusters Score -166064 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -166182.718750 Penalty: 3971.654053
	Iteration 9Q: 3 clusters Score -166182.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -166284.406250 Penalty: 3971.654053
	Iteration 10Q: 3 clusters Score -166284.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -166330.250000 Penalty: 3971.654053
	Iteration 11Q: 3 clusters Score -166330.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -166359.921875 Penalty: 3971.654053
	Iteration 12Q: 3 clusters Score -166359.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -166377.796875 Penalty: 3971.654053
	Iteration 13Q: 3 clusters Score -166377.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -166391.437500 Penalty: 3971.654053
	Iteration 14Q: 3 clusters Score -166391.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -166406.812500 Penalty: 3971.654053
	Iteration 15Q: 3 clusters Score -166406.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -166423.625000 Penalty: 3971.654053
	Iteration 16Q: 3 clusters Score -166423.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -166442.250000 Penalty: 3971.654053
	Iteration 17Q: 3 clusters Score -166442.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -166464.093750 Penalty: 3971.654053
	Iteration 18Q: 3 clusters Score -166464.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -166475.234375 Penalty: 3971.654053
	Iteration 19Q: 3 clusters Score -166475.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -166484.078125 Penalty: 3971.654053
	Iteration 20F: 3 clusters Score -166484.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -166489.093750 Penalty: 3971.654053
	Iteration 21Q: 3 clusters Score -166489.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -166497.890625 Penalty: 3971.654053
	Iteration 22Q: 3 clusters Score -166497.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -166507.546875 Penalty: 3971.654053
	Iteration 23Q: 3 clusters Score -166507.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -166515.625000 Penalty: 3971.654053
	Iteration 24Q: 3 clusters Score -166515.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -166524.062500 Penalty: 3971.654053
	Iteration 25Q: 3 clusters Score -166524.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -166526.343750 Penalty: 3971.654053
	Iteration 26Q: 3 clusters Score -166526.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -166528.000000 Penalty: 3971.654053
	Iteration 27Q: 3 clusters Score -166528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -166528.828125 Penalty: 3971.654053
	Iteration 28Q: 3 clusters Score -166528.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -166529.140625 Penalty: 3971.654053
	Iteration 29Q: 3 clusters Score -166529.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -166529.296875 Penalty: 3971.654053
	Iteration 30Q: 3 clusters Score -166529.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -166529.296875 Penalty: 3971.654053
	Iteration 31F: 3 clusters Score -166529.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Entering Unmasked Estep 
Score: -273602.031250 Penalty: 2065.695557
	Iteration 0F: 2 clusters Score -273602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -269577.093750 Penalty: 4131.391113
	Iteration 0F: 3 clusters Score -269577.1 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -270538.500000 Penalty: 4131.391113
	Iteration 1F: 3 clusters Score -270538.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -270784.031250 Penalty: 4131.391113
	Iteration 2F: 3 clusters Score -270784 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -270949.562500 Penalty: 4131.391113
	Iteration 3F: 3 clusters Score -270949.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -271085.156250 Penalty: 4131.391113
	Iteration 4Q: 3 clusters Score -271085.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -271216.625000 Penalty: 4131.391113
	Iteration 5Q: 3 clusters Score -271216.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -271331.250000 Penalty: 4131.391113
	Iteration 6Q: 3 clusters Score -271331.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -271436.843750 Penalty: 4131.391113
	Iteration 7Q: 3 clusters Score -271436.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -271525.156250 Penalty: 4131.391113
	Iteration 8Q: 3 clusters Score -271525.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -271604.031250 Penalty: 4131.391113
	Iteration 9Q: 3 clusters Score -271604 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -271685.718750 Penalty: 4131.391113
	Iteration 10Q: 3 clusters Score -271685.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -271767.343750 Penalty: 4131.391113
	Iteration 11Q: 3 clusters Score -271767.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -271841.812500 Penalty: 4131.391113
	Iteration 12Q: 3 clusters Score -271841.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -271912.406250 Penalty: 4131.391113
	Iteration 13Q: 3 clusters Score -271912.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -271991.718750 Penalty: 4131.391113
	Iteration 14Q: 3 clusters Score -271991.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -272050.937500 Penalty: 4131.391113
	Iteration 15Q: 3 clusters Score -272050.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -272103.781250 Penalty: 4131.391113
	Iteration 16Q: 3 clusters Score -272103.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -272128.281250 Penalty: 4131.391113
	Iteration 17Q: 3 clusters Score -272128.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -272150.437500 Penalty: 4131.391113
	Iteration 18Q: 3 clusters Score -272150.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -272177.218750 Penalty: 4131.391113
	Iteration 19Q: 3 clusters Score -272177.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -272214.625000 Penalty: 4131.391113
	Iteration 20F: 3 clusters Score -272214.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -272258.468750 Penalty: 4131.391113
	Iteration 21Q: 3 clusters Score -272258.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -272292.593750 Penalty: 4131.391113
	Iteration 22Q: 3 clusters Score -272292.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -272326.031250 Penalty: 4131.391113
	Iteration 23Q: 3 clusters Score -272326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -272348.406250 Penalty: 4131.391113
	Iteration 24Q: 3 clusters Score -272348.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -272369.187500 Penalty: 4131.391113
	Iteration 25Q: 3 clusters Score -272369.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -272386.406250 Penalty: 4131.391113
	Iteration 26Q: 3 clusters Score -272386.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -272392.718750 Penalty: 4131.391113
	Iteration 27Q: 3 clusters Score -272392.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -272398.437500 Penalty: 4131.391113
	Iteration 28Q: 3 clusters Score -272398.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -272403.687500 Penalty: 4131.391113
	Iteration 29Q: 3 clusters Score -272403.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -272406.125000 Penalty: 4131.391113
	Iteration 30Q: 3 clusters Score -272406.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -272408.375000 Penalty: 4131.391113
	Iteration 31Q: 3 clusters Score -272408.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -272412.406250 Penalty: 4131.391113
	Iteration 32Q: 3 clusters Score -272412.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -272414.062500 Penalty: 4131.391113
	Iteration 33Q: 3 clusters Score -272414.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -272415.062500 Penalty: 4131.391113
	Iteration 34Q: 3 clusters Score -272415.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -272417.750000 Penalty: 4131.391113
	Iteration 35Q: 3 clusters Score -272417.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -272420.218750 Penalty: 4131.391113
	Iteration 36Q: 3 clusters Score -272420.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -272422.187500 Penalty: 4131.391113
	Iteration 37Q: 3 clusters Score -272422.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -272423.250000 Penalty: 4131.391113
	Iteration 38Q: 3 clusters Score -272423.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -272424.343750 Penalty: 4131.391113
	Iteration 39Q: 3 clusters Score -272424.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -272424.968750 Penalty: 4131.391113
	Iteration 40F: 3 clusters Score -272425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -272426.093750 Penalty: 4131.391113
	Iteration 41Q: 3 clusters Score -272426.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -272427.406250 Penalty: 4131.391113
	Iteration 42Q: 3 clusters Score -272427.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -272428.375000 Penalty: 4131.391113
	Iteration 43Q: 3 clusters Score -272428.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -272428.375000 Penalty: 4131.391113
	Iteration 44F: 3 clusters Score -272428.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Entering Unmasked Estep 
Score: -909151.187500 Penalty: 2334.736572
	Iteration 0F: 2 clusters Score -909151.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -899980.500000 Penalty: 4669.473145
	Iteration 0F: 3 clusters Score -899980.5 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -902729.375000 Penalty: 4669.473145
	Iteration 1F: 3 clusters Score -902729.4 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -902966.500000 Penalty: 4669.473145
	Iteration 2F: 3 clusters Score -902966.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -903139.812500 Penalty: 4669.473145
	Iteration 3Q: 3 clusters Score -903139.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -903271.687500 Penalty: 4669.473145
	Iteration 4Q: 3 clusters Score -903271.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -903387.437500 Penalty: 4669.473145
	Iteration 5Q: 3 clusters Score -903387.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -903493.500000 Penalty: 4669.473145
	Iteration 6Q: 3 clusters Score -903493.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -903598.312500 Penalty: 4669.473145
	Iteration 7Q: 3 clusters Score -903598.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -903692.187500 Penalty: 4669.473145
	Iteration 8Q: 3 clusters Score -903692.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -903787.125000 Penalty: 4669.473145
	Iteration 9Q: 3 clusters Score -903787.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -903883.812500 Penalty: 4669.473145
	Iteration 10Q: 3 clusters Score -903883.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -904002.875000 Penalty: 4669.473145
	Iteration 11Q: 3 clusters Score -904002.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -904137.500000 Penalty: 4669.473145
	Iteration 12Q: 3 clusters Score -904137.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -904317.375000 Penalty: 4669.473145
	Iteration 13Q: 3 clusters Score -904317.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -904547.312500 Penalty: 4669.473145
	Iteration 14Q: 3 clusters Score -904547.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -904839.562500 Penalty: 4669.473145
	Iteration 15Q: 3 clusters Score -904839.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -905161.562500 Penalty: 4669.473145
	Iteration 16Q: 3 clusters Score -905161.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -905510.500000 Penalty: 4669.473145
	Iteration 17Q: 3 clusters Score -905510.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -905833.687500 Penalty: 4669.473145
	Iteration 18Q: 3 clusters Score -905833.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -906132.062500 Penalty: 4669.473145
	Iteration 19Q: 3 clusters Score -906132.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -906356.875000 Penalty: 4669.473145
	Iteration 20F: 3 clusters Score -906356.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -906531.187500 Penalty: 4669.473145
	Iteration 21Q: 3 clusters Score -906531.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -906656.687500 Penalty: 4669.473145
	Iteration 22Q: 3 clusters Score -906656.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -906751.375000 Penalty: 4669.473145
	Iteration 23Q: 3 clusters Score -906751.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -906839.125000 Penalty: 4669.473145
	Iteration 24Q: 3 clusters Score -906839.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -906903.125000 Penalty: 4669.473145
	Iteration 25Q: 3 clusters Score -906903.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -906957.937500 Penalty: 4669.473145
	Iteration 26Q: 3 clusters Score -906957.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -906997.500000 Penalty: 4669.473145
	Iteration 27Q: 3 clusters Score -906997.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -907022.375000 Penalty: 4669.473145
	Iteration 28Q: 3 clusters Score -907022.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -907037.625000 Penalty: 4669.473145
	Iteration 29Q: 3 clusters Score -907037.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -907060.562500 Penalty: 4669.473145
	Iteration 30Q: 3 clusters Score -907060.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -907076.750000 Penalty: 4669.473145
	Iteration 31Q: 3 clusters Score -907076.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -907086.625000 Penalty: 4669.473145
	Iteration 32Q: 3 clusters Score -907086.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -907097.875000 Penalty: 4669.473145
	Iteration 33Q: 3 clusters Score -907097.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -907106.375000 Penalty: 4669.473145
	Iteration 34Q: 3 clusters Score -907106.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -907114.875000 Penalty: 4669.473145
	Iteration 35Q: 3 clusters Score -907114.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -907121.437500 Penalty: 4669.473145
	Iteration 36Q: 3 clusters Score -907121.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -907121.875000 Penalty: 4669.473145
	Iteration 37Q: 3 clusters Score -907121.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -907126.875000 Penalty: 4669.473145
	Iteration 38Q: 3 clusters Score -907126.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -907130.500000 Penalty: 4669.473145
	Iteration 39Q: 3 clusters Score -907130.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -907135.000000 Penalty: 4669.473145
	Iteration 40F: 3 clusters Score -907135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -907139.375000 Penalty: 4669.473145
	Iteration 41Q: 3 clusters Score -907139.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -907142.312500 Penalty: 4669.473145
	Iteration 42Q: 3 clusters Score -907142.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -907147.625000 Penalty: 4669.473145
	Iteration 43Q: 3 clusters Score -907147.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -907148.500000 Penalty: 4669.473145
	Iteration 44Q: 3 clusters Score -907148.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -907149.250000 Penalty: 4669.473145
	Iteration 45Q: 3 clusters Score -907149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -907149.312500 Penalty: 4669.473145
	Iteration 46Q: 3 clusters Score -907149.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -907149.687500 Penalty: 4669.473145
	Iteration 47Q: 3 clusters Score -907149.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -907149.687500 Penalty: 4669.473145
	Iteration 48F: 3 clusters Score -907149.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Entering Unmasked Estep 
Score: -488283.281250 Penalty: 2182.166260
	Iteration 0F: 2 clusters Score -488283.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -482722.218750 Penalty: 4364.332520
	Iteration 0F: 3 clusters Score -482722.2 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -484237.156250 Penalty: 4364.332520
	Iteration 1F: 3 clusters Score -484237.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -484479.812500 Penalty: 4364.332520
	Iteration 2F: 3 clusters Score -484479.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -484645.687500 Penalty: 4364.332520
	Iteration 3Q: 3 clusters Score -484645.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -484817.656250 Penalty: 4364.332520
	Iteration 4Q: 3 clusters Score -484817.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -484945.937500 Penalty: 4364.332520
	Iteration 5Q: 3 clusters Score -484945.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -485046.937500 Penalty: 4364.332520
	Iteration 6Q: 3 clusters Score -485046.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -485139.343750 Penalty: 4364.332520
	Iteration 7Q: 3 clusters Score -485139.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -485256.000000 Penalty: 4364.332520
	Iteration 8Q: 3 clusters Score -485256 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -485418.562500 Penalty: 4364.332520
	Iteration 9Q: 3 clusters Score -485418.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -485615.375000 Penalty: 4364.332520
	Iteration 10Q: 3 clusters Score -485615.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -485866.375000 Penalty: 4364.332520
	Iteration 11Q: 3 clusters Score -485866.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -486182.156250 Penalty: 4364.332520
	Iteration 12Q: 3 clusters Score -486182.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -486511.812500 Penalty: 4364.332520
	Iteration 13Q: 3 clusters Score -486511.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -486777.625000 Penalty: 4364.332520
	Iteration 14Q: 3 clusters Score -486777.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -486927.125000 Penalty: 4364.332520
	Iteration 15Q: 3 clusters Score -486927.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -487002.343750 Penalty: 4364.332520
	Iteration 16Q: 3 clusters Score -487002.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -487050.500000 Penalty: 4364.332520
	Iteration 17Q: 3 clusters Score -487050.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -487083.937500 Penalty: 4364.332520
	Iteration 18Q: 3 clusters Score -487083.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -487117.468750 Penalty: 4364.332520
	Iteration 19Q: 3 clusters Score -487117.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -487148.531250 Penalty: 4364.332520
	Iteration 20F: 3 clusters Score -487148.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -487182.000000 Penalty: 4364.332520
	Iteration 21Q: 3 clusters Score -487182 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -487219.968750 Penalty: 4364.332520
	Iteration 22Q: 3 clusters Score -487220 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -487253.843750 Penalty: 4364.332520
	Iteration 23Q: 3 clusters Score -487253.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -487276.187500 Penalty: 4364.332520
	Iteration 24Q: 3 clusters Score -487276.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -487293.312500 Penalty: 4364.332520
	Iteration 25Q: 3 clusters Score -487293.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -487305.625000 Penalty: 4364.332520
	Iteration 26Q: 3 clusters Score -487305.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -487311.968750 Penalty: 4364.332520
	Iteration 27Q: 3 clusters Score -487312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -487316.781250 Penalty: 4364.332520
	Iteration 28Q: 3 clusters Score -487316.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -487318.625000 Penalty: 4364.332520
	Iteration 29Q: 3 clusters Score -487318.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -487319.031250 Penalty: 4364.332520
	Iteration 30Q: 3 clusters Score -487319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -487320.281250 Penalty: 4364.332520
	Iteration 31Q: 3 clusters Score -487320.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -487320.906250 Penalty: 4364.332520
	Iteration 32Q: 3 clusters Score -487320.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -487320.843750 Penalty: 4364.332520
	Iteration 33Q: 3 clusters Score -487320.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -487322.000000 Penalty: 4364.332520
	Iteration 34Q: 3 clusters Score -487322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -487322.187500 Penalty: 4364.332520
	Iteration 35Q: 3 clusters Score -487322.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -487322.406250 Penalty: 4364.332520
	Iteration 36Q: 3 clusters Score -487322.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -487321.593750 Penalty: 4364.332520
	Iteration 37Q: 3 clusters Score -487321.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -487321.593750 Penalty: 4364.332520
	Iteration 38F: 3 clusters Score -487321.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (116161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116161 members 
Entering Unmasked Estep 
Score: -8851144.000000 Penalty: 2892.357666
	Iteration 0F: 2 clusters Score -8851144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57779 members 
Mstep: Class 2 contains 58382 members 
Entering Unmasked Estep 
Score: -8773180.000000 Penalty: 5784.715332
	Iteration 0F: 3 clusters Score -8773180 nChanged 55235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 61681 members 
Entering Unmasked Estep 
Score: -8805194.000000 Penalty: 5784.715332
	Iteration 1F: 3 clusters Score -8805194 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 64296 members 
Entering Unmasked Estep 
Score: -8806304.000000 Penalty: 5784.715332
	Iteration 2Q: 3 clusters Score -8806304 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 68385 members 
Entering Unmasked Estep 
Score: -8807951.000000 Penalty: 5784.715332
	Iteration 3Q: 3 clusters Score -8807951 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 74417 members 
Entering Unmasked Estep 
Score: -8811277.000000 Penalty: 5784.715332
	Iteration 4F: 3 clusters Score -8811277 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 82976 members 
Entering Unmasked Estep 
Score: -8817326.000000 Penalty: 5784.715332
	Iteration 5F: 3 clusters Score -8817326 nChanged 10700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 93552 members 
Entering Unmasked Estep 
Score: -8826779.000000 Penalty: 5784.715332
	Iteration 6F: 3 clusters Score -8826779 nChanged 10252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 103736 members 
Entering Unmasked Estep 
Score: -8836878.000000 Penalty: 5784.715332
	Iteration 7F: 3 clusters Score -8836878 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 110510 members 
Entering Unmasked Estep 
Score: -8843656.000000 Penalty: 5784.715332
	Iteration 8F: 3 clusters Score -8843656 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 113813 members 
Entering Unmasked Estep 
Score: -8846731.000000 Penalty: 5784.715332
	Iteration 9Q: 3 clusters Score -8846731 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 115133 members 
Entering Unmasked Estep 
Score: -8847983.000000 Penalty: 5784.715332
	Iteration 10Q: 3 clusters Score -8847983 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 115542 members 
Entering Unmasked Estep 
Score: -8848371.000000 Penalty: 5784.715332
	Iteration 11Q: 3 clusters Score -8848371 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 115672 members 
Entering Unmasked Estep 
Score: -8848527.000000 Penalty: 5784.715332
	Iteration 12Q: 3 clusters Score -8848527 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 115722 members 
Entering Unmasked Estep 
Score: -8848588.000000 Penalty: 5784.715332
	Iteration 13Q: 3 clusters Score -8848588 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 115755 members 
Entering Unmasked Estep 
Score: -8848638.000000 Penalty: 5784.715332
	Iteration 14Q: 3 clusters Score -8848638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 115772 members 
Entering Unmasked Estep 
Score: -8848680.000000 Penalty: 5784.715332
	Iteration 15Q: 3 clusters Score -8848680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 115772 members 
Entering Unmasked Estep 
Score: -8848707.000000 Penalty: 5784.715332
	Iteration 16Q: 3 clusters Score -8848707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 115778 members 
Entering Unmasked Estep 
Score: -8848725.000000 Penalty: 5784.715332
	Iteration 17Q: 3 clusters Score -8848725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 115776 members 
Entering Unmasked Estep 
Score: -8848735.000000 Penalty: 5784.715332
	Iteration 18Q: 3 clusters Score -8848735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 115777 members 
Entering Unmasked Estep 
Score: -8848749.000000 Penalty: 5784.715332
	Iteration 19Q: 3 clusters Score -8848749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 115777 members 
Entering Unmasked Estep 
Score: -8848753.000000 Penalty: 5784.715332
	Iteration 20F: 3 clusters Score -8848753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 115778 members 
Entering Unmasked Estep 
Score: -8848762.000000 Penalty: 5784.715332
	Iteration 21Q: 3 clusters Score -8848762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 115782 members 
Entering Unmasked Estep 
Score: -8848771.000000 Penalty: 5784.715332
	Iteration 22Q: 3 clusters Score -8848771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 115783 members 
Entering Unmasked Estep 
Score: -8848779.000000 Penalty: 5784.715332
	Iteration 23Q: 3 clusters Score -8848779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 115784 members 
Entering Unmasked Estep 
Score: -8848782.000000 Penalty: 5784.715332
	Iteration 24Q: 3 clusters Score -8848782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 115782 members 
Entering Unmasked Estep 
Score: -8848784.000000 Penalty: 5784.715332
	Iteration 25Q: 3 clusters Score -8848784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 115782 members 
Entering Unmasked Estep 
Score: -8848792.000000 Penalty: 5784.715332
	Iteration 26Q: 3 clusters Score -8848792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 115781 members 
Entering Unmasked Estep 
Score: -8848795.000000 Penalty: 5784.715332
	Iteration 27Q: 3 clusters Score -8848795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 115781 members 
Entering Unmasked Estep 
Score: -8848796.000000 Penalty: 5784.715332
	Iteration 28Q: 3 clusters Score -8848796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 115781 members 
Entering Unmasked Estep 
Score: -8848796.000000 Penalty: 5784.715332
	Iteration 29Q: 3 clusters Score -8848796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 115784 members 
Entering Unmasked Estep 
Score: -8848799.000000 Penalty: 5784.715332
	Iteration 30Q: 3 clusters Score -8848799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 115783 members 
Entering Unmasked Estep 
Score: -8848796.000000 Penalty: 5784.715332
	Iteration 31Q: 3 clusters Score -8848796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 115781 members 
Entering Unmasked Estep 
Score: -8848801.000000 Penalty: 5784.715332
	Iteration 32Q: 3 clusters Score -8848801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 115780 members 
Entering Unmasked Estep 
Score: -8848804.000000 Penalty: 5784.715332
	Iteration 33Q: 3 clusters Score -8848804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 115780 members 
Entering Unmasked Estep 
Score: -8848804.000000 Penalty: 5784.715332
	Iteration 34F: 3 clusters Score -8848804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Entering Unmasked Estep 
Score: -78407.625000 Penalty: 1752.906616
	Iteration 0F: 2 clusters Score -78407.62 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 589 members 
Entering Unmasked Estep 
Score: -76410.000000 Penalty: 3505.813232
	Iteration 0F: 3 clusters Score -76410 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -76797.328125 Penalty: 3505.813232
	Iteration 1F: 3 clusters Score -76797.33 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -76899.210938 Penalty: 3505.813232
	Iteration 2F: 3 clusters Score -76899.21 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -76982.617188 Penalty: 3505.813232
	Iteration 3Q: 3 clusters Score -76982.62 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -77069.570312 Penalty: 3505.813232
	Iteration 4Q: 3 clusters Score -77069.57 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -77168.320312 Penalty: 3505.813232
	Iteration 5Q: 3 clusters Score -77168.32 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -77280.242188 Penalty: 3505.813232
	Iteration 6Q: 3 clusters Score -77280.24 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -77416.273438 Penalty: 3505.813232
	Iteration 7Q: 3 clusters Score -77416.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -77542.085938 Penalty: 3505.813232
	Iteration 8Q: 3 clusters Score -77542.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -77641.593750 Penalty: 3505.813232
	Iteration 9Q: 3 clusters Score -77641.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -77696.359375 Penalty: 3505.813232
	Iteration 10Q: 3 clusters Score -77696.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -77743.664062 Penalty: 3505.813232
	Iteration 11Q: 3 clusters Score -77743.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -77772.687500 Penalty: 3505.813232
	Iteration 12Q: 3 clusters Score -77772.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -77796.023438 Penalty: 3505.813232
	Iteration 13Q: 3 clusters Score -77796.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -77810.335938 Penalty: 3505.813232
	Iteration 14Q: 3 clusters Score -77810.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -77815.796875 Penalty: 3505.813232
	Iteration 15Q: 3 clusters Score -77815.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -77819.367188 Penalty: 3505.813232
	Iteration 16Q: 3 clusters Score -77819.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -77819.835938 Penalty: 3505.813232
	Iteration 17F: 3 clusters Score -77819.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -77830.687500 Penalty: 3505.813232
	Iteration 18Q: 3 clusters Score -77830.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -77832.859375 Penalty: 3505.813232
	Iteration 19Q: 3 clusters Score -77832.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -77835.734375 Penalty: 3505.813232
	Iteration 20F: 3 clusters Score -77835.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -77838.078125 Penalty: 3505.813232
	Iteration 21Q: 3 clusters Score -77838.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -77838.078125 Penalty: 3505.813232
	Iteration 22F: 3 clusters Score -77838.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (132423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132423 members 
Entering Unmasked Estep 
Score: -10111384.000000 Penalty: 2924.851562
	Iteration 0F: 2 clusters Score -1.011138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66265 members 
Mstep: Class 2 contains 66158 members 
Entering Unmasked Estep 
Score: -10022923.000000 Penalty: 5849.703125
	Iteration 0F: 3 clusters Score -1.002292e+07 nChanged 62929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67068 members 
Mstep: Class 2 contains 65355 members 
Entering Unmasked Estep 
Score: -10059039.000000 Penalty: 5849.703125
	Iteration 1F: 3 clusters Score -1.005904e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67334 members 
Mstep: Class 2 contains 65089 members 
Entering Unmasked Estep 
Score: -10059879.000000 Penalty: 5849.703125
	Iteration 2Q: 3 clusters Score -1.005988e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67749 members 
Mstep: Class 2 contains 64674 members 
Entering Unmasked Estep 
Score: -10060716.000000 Penalty: 5849.703125
	Iteration 3Q: 3 clusters Score -1.006072e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68525 members 
Mstep: Class 2 contains 63898 members 
Entering Unmasked Estep 
Score: -10061717.000000 Penalty: 5849.703125
	Iteration 4Q: 3 clusters Score -1.006172e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69696 members 
Mstep: Class 2 contains 62727 members 
Entering Unmasked Estep 
Score: -10062787.000000 Penalty: 5849.703125
	Iteration 5Q: 3 clusters Score -1.006279e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71443 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -10064137.000000 Penalty: 5849.703125
	Iteration 6Q: 3 clusters Score -1.006414e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73882 members 
Mstep: Class 2 contains 58541 members 
Entering Unmasked Estep 
Score: -10066024.000000 Penalty: 5849.703125
	Iteration 7Q: 3 clusters Score -1.006602e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 55282 members 
Entering Unmasked Estep 
Score: -10068895.000000 Penalty: 5849.703125
	Iteration 8Q: 3 clusters Score -1.00689e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81283 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
Score: -10073004.000000 Penalty: 5849.703125
	Iteration 9F: 3 clusters Score -1.0073e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85759 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -10078156.000000 Penalty: 5849.703125
	Iteration 10F: 3 clusters Score -1.007816e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89910 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -10083269.000000 Penalty: 5849.703125
	Iteration 11F: 3 clusters Score -1.008327e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93160 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -10087134.000000 Penalty: 5849.703125
	Iteration 12Q: 3 clusters Score -1.008713e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95812 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -10089456.000000 Penalty: 5849.703125
	Iteration 13Q: 3 clusters Score -1.008946e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98356 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -10090935.000000 Penalty: 5849.703125
	Iteration 14Q: 3 clusters Score -1.009094e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100802 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -10091986.000000 Penalty: 5849.703125
	Iteration 15Q: 3 clusters Score -1.009199e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103256 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -10093050.000000 Penalty: 5849.703125
	Iteration 16Q: 3 clusters Score -1.009305e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105772 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -10094085.000000 Penalty: 5849.703125
	Iteration 17Q: 3 clusters Score -1.009408e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108347 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -10095301.000000 Penalty: 5849.703125
	Iteration 18Q: 3 clusters Score -1.00953e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110973 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -10096562.000000 Penalty: 5849.703125
	Iteration 19Q: 3 clusters Score -1.009656e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113592 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -10097880.000000 Penalty: 5849.703125
	Iteration 20F: 3 clusters Score -1.009788e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116199 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -10099311.000000 Penalty: 5849.703125
	Iteration 21Q: 3 clusters Score -1.009931e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118779 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -10100618.000000 Penalty: 5849.703125
	Iteration 22Q: 3 clusters Score -1.010062e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121251 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -10102108.000000 Penalty: 5849.703125
	Iteration 23Q: 3 clusters Score -1.010211e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123546 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -10103528.000000 Penalty: 5849.703125
	Iteration 24Q: 3 clusters Score -1.010353e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125541 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -10104767.000000 Penalty: 5849.703125
	Iteration 25Q: 3 clusters Score -1.010477e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127277 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -10105863.000000 Penalty: 5849.703125
	Iteration 26Q: 3 clusters Score -1.010586e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128672 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -10106799.000000 Penalty: 5849.703125
	Iteration 27Q: 3 clusters Score -1.01068e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129735 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -10107505.000000 Penalty: 5849.703125
	Iteration 28Q: 3 clusters Score -1.01075e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130489 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -10108013.000000 Penalty: 5849.703125
	Iteration 29Q: 3 clusters Score -1.010801e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130984 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -10108285.000000 Penalty: 5849.703125
	Iteration 30Q: 3 clusters Score -1.010828e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131291 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -10108448.000000 Penalty: 5849.703125
	Iteration 31Q: 3 clusters Score -1.010845e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131478 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -10108547.000000 Penalty: 5849.703125
	Iteration 32Q: 3 clusters Score -1.010855e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131597 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -10108635.000000 Penalty: 5849.703125
	Iteration 33Q: 3 clusters Score -1.010864e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131681 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10108685.000000 Penalty: 5849.703125
	Iteration 34Q: 3 clusters Score -1.010868e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131730 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -10108748.000000 Penalty: 5849.703125
	Iteration 35Q: 3 clusters Score -1.010875e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131772 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10108776.000000 Penalty: 5849.703125
	Iteration 36Q: 3 clusters Score -1.010878e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131793 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -10108782.000000 Penalty: 5849.703125
	Iteration 37Q: 3 clusters Score -1.010878e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131806 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -10108791.000000 Penalty: 5849.703125
	Iteration 38Q: 3 clusters Score -1.010879e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131817 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -10108813.000000 Penalty: 5849.703125
	Iteration 39Q: 3 clusters Score -1.010881e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131825 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -10108821.000000 Penalty: 5849.703125
	Iteration 40F: 3 clusters Score -1.010882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131833 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -10108842.000000 Penalty: 5849.703125
	Iteration 41Q: 3 clusters Score -1.010884e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131845 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10108843.000000 Penalty: 5849.703125
	Iteration 42Q: 3 clusters Score -1.010884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131850 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -10108847.000000 Penalty: 5849.703125
	Iteration 43Q: 3 clusters Score -1.010885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131854 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10108861.000000 Penalty: 5849.703125
	Iteration 44Q: 3 clusters Score -1.010886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131858 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -10108870.000000 Penalty: 5849.703125
	Iteration 45Q: 3 clusters Score -1.010887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131862 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -10108873.000000 Penalty: 5849.703125
	Iteration 46Q: 3 clusters Score -1.010887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131865 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -10108871.000000 Penalty: 5849.703125
	Iteration 47Q: 3 clusters Score -1.010887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131868 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -10108867.000000 Penalty: 5849.703125
	Iteration 48Q: 3 clusters Score -1.010887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131869 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -10108875.000000 Penalty: 5849.703125
	Iteration 49Q: 3 clusters Score -1.010888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131873 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -10108881.000000 Penalty: 5849.703125
	Iteration 50Q: 3 clusters Score -1.010888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131876 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -10108871.000000 Penalty: 5849.703125
	Iteration 51Q: 3 clusters Score -1.010887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131876 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -10108871.000000 Penalty: 5849.703125
	Iteration 52F: 3 clusters Score -1.010887e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (35138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Entering Unmasked Estep 
Score: -2316907.000000 Penalty: 2595.825439
	Iteration 0F: 2 clusters Score -2316907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2292893.250000 Penalty: 5191.650879
	Iteration 0F: 3 clusters Score -2292893 nChanged 15997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2302128.750000 Penalty: 5191.650879
	Iteration 1F: 3 clusters Score -2302129 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2303146.500000 Penalty: 5191.650879
	Iteration 2F: 3 clusters Score -2303146 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2304202.750000 Penalty: 5191.650879
	Iteration 3F: 3 clusters Score -2304203 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2305195.000000 Penalty: 5191.650879
	Iteration 4F: 3 clusters Score -2305195 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2306094.250000 Penalty: 5191.650879
	Iteration 5F: 3 clusters Score -2306094 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2306925.750000 Penalty: 5191.650879
	Iteration 6Q: 3 clusters Score -2306926 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2307740.250000 Penalty: 5191.650879
	Iteration 7Q: 3 clusters Score -2307740 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2308597.250000 Penalty: 5191.650879
	Iteration 8Q: 3 clusters Score -2308597 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2309491.750000 Penalty: 5191.650879
	Iteration 9Q: 3 clusters Score -2309492 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2310248.250000 Penalty: 5191.650879
	Iteration 10Q: 3 clusters Score -2310248 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2310975.250000 Penalty: 5191.650879
	Iteration 11Q: 3 clusters Score -2310975 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2311634.000000 Penalty: 5191.650879
	Iteration 12Q: 3 clusters Score -2311634 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2312126.250000 Penalty: 5191.650879
	Iteration 13Q: 3 clusters Score -2312126 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2312443.000000 Penalty: 5191.650879
	Iteration 14Q: 3 clusters Score -2312443 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2312672.250000 Penalty: 5191.650879
	Iteration 15Q: 3 clusters Score -2312672 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2312848.000000 Penalty: 5191.650879
	Iteration 16Q: 3 clusters Score -2312848 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2312969.000000 Penalty: 5191.650879
	Iteration 17Q: 3 clusters Score -2312969 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2313092.250000 Penalty: 5191.650879
	Iteration 18Q: 3 clusters Score -2313092 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2313194.750000 Penalty: 5191.650879
	Iteration 19Q: 3 clusters Score -2313195 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2313303.750000 Penalty: 5191.650879
	Iteration 20F: 3 clusters Score -2313304 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2313396.750000 Penalty: 5191.650879
	Iteration 21Q: 3 clusters Score -2313397 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2313522.250000 Penalty: 5191.650879
	Iteration 22Q: 3 clusters Score -2313522 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2313632.500000 Penalty: 5191.650879
	Iteration 23Q: 3 clusters Score -2313632 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2313737.250000 Penalty: 5191.650879
	Iteration 24Q: 3 clusters Score -2313737 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2313874.000000 Penalty: 5191.650879
	Iteration 25Q: 3 clusters Score -2313874 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2314011.750000 Penalty: 5191.650879
	Iteration 26Q: 3 clusters Score -2314012 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2314192.750000 Penalty: 5191.650879
	Iteration 27Q: 3 clusters Score -2314193 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2314346.750000 Penalty: 5191.650879
	Iteration 28Q: 3 clusters Score -2314347 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2314483.000000 Penalty: 5191.650879
	Iteration 29Q: 3 clusters Score -2314483 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2314619.750000 Penalty: 5191.650879
	Iteration 30Q: 3 clusters Score -2314620 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2314769.000000 Penalty: 5191.650879
	Iteration 31Q: 3 clusters Score -2314769 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2314913.750000 Penalty: 5191.650879
	Iteration 32Q: 3 clusters Score -2314914 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2315041.500000 Penalty: 5191.650879
	Iteration 33Q: 3 clusters Score -2315042 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2315179.250000 Penalty: 5191.650879
	Iteration 34Q: 3 clusters Score -2315179 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2315299.500000 Penalty: 5191.650879
	Iteration 35Q: 3 clusters Score -2315300 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2315401.500000 Penalty: 5191.650879
	Iteration 36Q: 3 clusters Score -2315402 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2315481.750000 Penalty: 5191.650879
	Iteration 37Q: 3 clusters Score -2315482 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2315532.500000 Penalty: 5191.650879
	Iteration 38Q: 3 clusters Score -2315532 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2315580.250000 Penalty: 5191.650879
	Iteration 39Q: 3 clusters Score -2315580 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2315621.000000 Penalty: 5191.650879
	Iteration 40F: 3 clusters Score -2315621 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2315649.250000 Penalty: 5191.650879
	Iteration 41Q: 3 clusters Score -2315649 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2315672.250000 Penalty: 5191.650879
	Iteration 42Q: 3 clusters Score -2315672 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2315695.250000 Penalty: 5191.650879
	Iteration 43Q: 3 clusters Score -2315695 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2315710.000000 Penalty: 5191.650879
	Iteration 44Q: 3 clusters Score -2315710 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2315722.750000 Penalty: 5191.650879
	Iteration 45Q: 3 clusters Score -2315723 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2315738.000000 Penalty: 5191.650879
	Iteration 46Q: 3 clusters Score -2315738 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2315742.250000 Penalty: 5191.650879
	Iteration 47Q: 3 clusters Score -2315742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2315753.000000 Penalty: 5191.650879
	Iteration 48Q: 3 clusters Score -2315753 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2315761.750000 Penalty: 5191.650879
	Iteration 49Q: 3 clusters Score -2315762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2315768.250000 Penalty: 5191.650879
	Iteration 50Q: 3 clusters Score -2315768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2315782.750000 Penalty: 5191.650879
	Iteration 51Q: 3 clusters Score -2315783 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2315798.750000 Penalty: 5191.650879
	Iteration 52Q: 3 clusters Score -2315799 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2315809.500000 Penalty: 5191.650879
	Iteration 53Q: 3 clusters Score -2315810 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2315822.250000 Penalty: 5191.650879
	Iteration 54Q: 3 clusters Score -2315822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2315829.500000 Penalty: 5191.650879
	Iteration 55Q: 3 clusters Score -2315830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2315831.000000 Penalty: 5191.650879
	Iteration 56Q: 3 clusters Score -2315831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2315835.250000 Penalty: 5191.650879
	Iteration 57Q: 3 clusters Score -2315835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2315838.750000 Penalty: 5191.650879
	Iteration 58Q: 3 clusters Score -2315839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2315847.750000 Penalty: 5191.650879
	Iteration 59Q: 3 clusters Score -2315848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2315853.000000 Penalty: 5191.650879
	Iteration 60F: 3 clusters Score -2315853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2315855.250000 Penalty: 5191.650879
	Iteration 61Q: 3 clusters Score -2315855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2315860.250000 Penalty: 5191.650879
	Iteration 62Q: 3 clusters Score -2315860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2315861.250000 Penalty: 5191.650879
	Iteration 63Q: 3 clusters Score -2315861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2315865.500000 Penalty: 5191.650879
	Iteration 64Q: 3 clusters Score -2315866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2315867.250000 Penalty: 5191.650879
	Iteration 65Q: 3 clusters Score -2315867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2315870.750000 Penalty: 5191.650879
	Iteration 66Q: 3 clusters Score -2315871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2315873.500000 Penalty: 5191.650879
	Iteration 67Q: 3 clusters Score -2315874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2315877.500000 Penalty: 5191.650879
	Iteration 68Q: 3 clusters Score -2315878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2315879.750000 Penalty: 5191.650879
	Iteration 69Q: 3 clusters Score -2315880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2315879.000000 Penalty: 5191.650879
	Iteration 70Q: 3 clusters Score -2315879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2315880.750000 Penalty: 5191.650879
	Iteration 71Q: 3 clusters Score -2315881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2315880.250000 Penalty: 5191.650879
	Iteration 72Q: 3 clusters Score -2315880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2315881.750000 Penalty: 5191.650879
	Iteration 73Q: 3 clusters Score -2315882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2315884.750000 Penalty: 5191.650879
	Iteration 74Q: 3 clusters Score -2315885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2315884.250000 Penalty: 5191.650879
	Iteration 75Q: 3 clusters Score -2315884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2315886.250000 Penalty: 5191.650879
	Iteration 76Q: 3 clusters Score -2315886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2315888.000000 Penalty: 5191.650879
	Iteration 77Q: 3 clusters Score -2315888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2315888.000000 Penalty: 5191.650879
	Iteration 78F: 3 clusters Score -2315888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Entering Unmasked Estep 
Score: -219565.890625 Penalty: 1986.651489
	Iteration 0F: 2 clusters Score -219565.9 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 1495 members 
Entering Unmasked Estep 
Score: -216280.171875 Penalty: 3973.302979
	Iteration 0F: 3 clusters Score -216280.2 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -216878.453125 Penalty: 3973.302979
	Iteration 1F: 3 clusters Score -216878.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -217009.437500 Penalty: 3973.302979
	Iteration 2F: 3 clusters Score -217009.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -217082.031250 Penalty: 3973.302979
	Iteration 3Q: 3 clusters Score -217082 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -217142.125000 Penalty: 3973.302979
	Iteration 4Q: 3 clusters Score -217142.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -217189.515625 Penalty: 3973.302979
	Iteration 5Q: 3 clusters Score -217189.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -217235.140625 Penalty: 3973.302979
	Iteration 6Q: 3 clusters Score -217235.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -217269.703125 Penalty: 3973.302979
	Iteration 7Q: 3 clusters Score -217269.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -217302.515625 Penalty: 3973.302979
	Iteration 8Q: 3 clusters Score -217302.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -217327.531250 Penalty: 3973.302979
	Iteration 9Q: 3 clusters Score -217327.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -217363.375000 Penalty: 3973.302979
	Iteration 10Q: 3 clusters Score -217363.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -217403.453125 Penalty: 3973.302979
	Iteration 11Q: 3 clusters Score -217403.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -217435.187500 Penalty: 3973.302979
	Iteration 12Q: 3 clusters Score -217435.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -217471.531250 Penalty: 3973.302979
	Iteration 13Q: 3 clusters Score -217471.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -217508.250000 Penalty: 3973.302979
	Iteration 14Q: 3 clusters Score -217508.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -217557.343750 Penalty: 3973.302979
	Iteration 15Q: 3 clusters Score -217557.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -217602.984375 Penalty: 3973.302979
	Iteration 16Q: 3 clusters Score -217603 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -217638.468750 Penalty: 3973.302979
	Iteration 17Q: 3 clusters Score -217638.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -217668.406250 Penalty: 3973.302979
	Iteration 18Q: 3 clusters Score -217668.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -217685.765625 Penalty: 3973.302979
	Iteration 19Q: 3 clusters Score -217685.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -217711.812500 Penalty: 3973.302979
	Iteration 20F: 3 clusters Score -217711.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -217740.640625 Penalty: 3973.302979
	Iteration 21Q: 3 clusters Score -217740.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -217759.843750 Penalty: 3973.302979
	Iteration 22Q: 3 clusters Score -217759.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -217774.671875 Penalty: 3973.302979
	Iteration 23Q: 3 clusters Score -217774.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -217787.109375 Penalty: 3973.302979
	Iteration 24Q: 3 clusters Score -217787.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -217803.453125 Penalty: 3973.302979
	Iteration 25Q: 3 clusters Score -217803.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -217813.437500 Penalty: 3973.302979
	Iteration 26Q: 3 clusters Score -217813.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -217825.906250 Penalty: 3973.302979
	Iteration 27Q: 3 clusters Score -217825.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -217836.859375 Penalty: 3973.302979
	Iteration 28Q: 3 clusters Score -217836.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -217848.796875 Penalty: 3973.302979
	Iteration 29Q: 3 clusters Score -217848.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -217853.484375 Penalty: 3973.302979
	Iteration 30Q: 3 clusters Score -217853.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -217856.734375 Penalty: 3973.302979
	Iteration 31Q: 3 clusters Score -217856.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -217860.546875 Penalty: 3973.302979
	Iteration 32Q: 3 clusters Score -217860.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -217865.156250 Penalty: 3973.302979
	Iteration 33Q: 3 clusters Score -217865.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -217868.000000 Penalty: 3973.302979
	Iteration 34Q: 3 clusters Score -217868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -217872.953125 Penalty: 3973.302979
	Iteration 35Q: 3 clusters Score -217873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -217879.015625 Penalty: 3973.302979
	Iteration 36Q: 3 clusters Score -217879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -217880.859375 Penalty: 3973.302979
	Iteration 37Q: 3 clusters Score -217880.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -217882.093750 Penalty: 3973.302979
	Iteration 38Q: 3 clusters Score -217882.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -217882.312500 Penalty: 3973.302979
	Iteration 39Q: 3 clusters Score -217882.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -217882.312500 Penalty: 3973.302979
	Iteration 40F: 3 clusters Score -217882.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Entering Unmasked Estep 
Score: -123520.351562 Penalty: 1854.726318
	Iteration 0F: 2 clusters Score -123520.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -121068.687500 Penalty: 3709.452637
	Iteration 0F: 3 clusters Score -121068.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -121503.414062 Penalty: 3709.452637
	Iteration 1F: 3 clusters Score -121503.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -121660.226562 Penalty: 3709.452637
	Iteration 2F: 3 clusters Score -121660.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -121782.234375 Penalty: 3709.452637
	Iteration 3F: 3 clusters Score -121782.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -121880.632812 Penalty: 3709.452637
	Iteration 4Q: 3 clusters Score -121880.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -121983.242188 Penalty: 3709.452637
	Iteration 5Q: 3 clusters Score -121983.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -122065.273438 Penalty: 3709.452637
	Iteration 6Q: 3 clusters Score -122065.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -122135.890625 Penalty: 3709.452637
	Iteration 7Q: 3 clusters Score -122135.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -122228.632812 Penalty: 3709.452637
	Iteration 8Q: 3 clusters Score -122228.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -122321.437500 Penalty: 3709.452637
	Iteration 9Q: 3 clusters Score -122321.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -122393.421875 Penalty: 3709.452637
	Iteration 10Q: 3 clusters Score -122393.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -122463.726562 Penalty: 3709.452637
	Iteration 11Q: 3 clusters Score -122463.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -122511.492188 Penalty: 3709.452637
	Iteration 12Q: 3 clusters Score -122511.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -122540.367188 Penalty: 3709.452637
	Iteration 13Q: 3 clusters Score -122540.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -122564.109375 Penalty: 3709.452637
	Iteration 14Q: 3 clusters Score -122564.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -122582.835938 Penalty: 3709.452637
	Iteration 15Q: 3 clusters Score -122582.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -122590.031250 Penalty: 3709.452637
	Iteration 16Q: 3 clusters Score -122590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -122600.812500 Penalty: 3709.452637
	Iteration 17Q: 3 clusters Score -122600.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -122604.335938 Penalty: 3709.452637
	Iteration 18Q: 3 clusters Score -122604.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -122607.296875 Penalty: 3709.452637
	Iteration 19Q: 3 clusters Score -122607.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -122610.500000 Penalty: 3709.452637
	Iteration 20F: 3 clusters Score -122610.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -122611.218750 Penalty: 3709.452637
	Iteration 21Q: 3 clusters Score -122611.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -122611.531250 Penalty: 3709.452637
	Iteration 22Q: 3 clusters Score -122611.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -122614.570312 Penalty: 3709.452637
	Iteration 23Q: 3 clusters Score -122614.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -122614.812500 Penalty: 3709.452637
	Iteration 24Q: 3 clusters Score -122614.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -122615.804688 Penalty: 3709.452637
	Iteration 25Q: 3 clusters Score -122615.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -122616.742188 Penalty: 3709.452637
	Iteration 26Q: 3 clusters Score -122616.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -122616.742188 Penalty: 3709.452637
	Iteration 27F: 3 clusters Score -122616.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Entering Unmasked Estep 
Score: -727884.937500 Penalty: 2276.072998
	Iteration 0F: 2 clusters Score -727884.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -720409.937500 Penalty: 4552.145996
	Iteration 0F: 3 clusters Score -720409.9 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -722651.000000 Penalty: 4552.145996
	Iteration 1F: 3 clusters Score -722651 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -723014.000000 Penalty: 4552.145996
	Iteration 2F: 3 clusters Score -723014 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -723270.312500 Penalty: 4552.145996
	Iteration 3F: 3 clusters Score -723270.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -723504.625000 Penalty: 4552.145996
	Iteration 4Q: 3 clusters Score -723504.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -723741.437500 Penalty: 4552.145996
	Iteration 5Q: 3 clusters Score -723741.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -723954.875000 Penalty: 4552.145996
	Iteration 6Q: 3 clusters Score -723954.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -724169.437500 Penalty: 4552.145996
	Iteration 7Q: 3 clusters Score -724169.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -724385.812500 Penalty: 4552.145996
	Iteration 8Q: 3 clusters Score -724385.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -724576.437500 Penalty: 4552.145996
	Iteration 9Q: 3 clusters Score -724576.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -724766.187500 Penalty: 4552.145996
	Iteration 10Q: 3 clusters Score -724766.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -724974.937500 Penalty: 4552.145996
	Iteration 11Q: 3 clusters Score -724974.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -725208.437500 Penalty: 4552.145996
	Iteration 12Q: 3 clusters Score -725208.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -725477.687500 Penalty: 4552.145996
	Iteration 13Q: 3 clusters Score -725477.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -725757.562500 Penalty: 4552.145996
	Iteration 14Q: 3 clusters Score -725757.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -726006.250000 Penalty: 4552.145996
	Iteration 15Q: 3 clusters Score -726006.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -726154.375000 Penalty: 4552.145996
	Iteration 16Q: 3 clusters Score -726154.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -726246.312500 Penalty: 4552.145996
	Iteration 17Q: 3 clusters Score -726246.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -726296.000000 Penalty: 4552.145996
	Iteration 18Q: 3 clusters Score -726296 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -726325.062500 Penalty: 4552.145996
	Iteration 19Q: 3 clusters Score -726325.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -726338.000000 Penalty: 4552.145996
	Iteration 20F: 3 clusters Score -726338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -726346.437500 Penalty: 4552.145996
	Iteration 21Q: 3 clusters Score -726346.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -726352.375000 Penalty: 4552.145996
	Iteration 22Q: 3 clusters Score -726352.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -726356.562500 Penalty: 4552.145996
	Iteration 23Q: 3 clusters Score -726356.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -726361.750000 Penalty: 4552.145996
	Iteration 24Q: 3 clusters Score -726361.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -726362.375000 Penalty: 4552.145996
	Iteration 25Q: 3 clusters Score -726362.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -726363.250000 Penalty: 4552.145996
	Iteration 26Q: 3 clusters Score -726363.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -726363.500000 Penalty: 4552.145996
	Iteration 27Q: 3 clusters Score -726363.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -726363.500000 Penalty: 4552.145996
	Iteration 28F: 3 clusters Score -726363.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -60499.398438 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -60499.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -58703.085938 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -58703.09 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -58963.347656 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -58963.35 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -59011.339844 Penalty: 3346.220459
	Iteration 2F: 3 clusters Score -59011.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -59036.355469 Penalty: 3346.220459
	Iteration 3Q: 3 clusters Score -59036.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -59058.296875 Penalty: 3346.220459
	Iteration 4Q: 3 clusters Score -59058.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -59065.867188 Penalty: 3346.220459
	Iteration 5Q: 3 clusters Score -59065.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -59070.382812 Penalty: 3346.220459
	Iteration 6Q: 3 clusters Score -59070.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -59074.003906 Penalty: 3346.220459
	Iteration 7Q: 3 clusters Score -59074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -59075.765625 Penalty: 3346.220459
	Iteration 8Q: 3 clusters Score -59075.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -59077.253906 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -59077.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -59079.195312 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -59079.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -59079.992188 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -59079.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -59079.992188 Penalty: 3346.220459
	Iteration 12F: 3 clusters Score -59079.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Entering Unmasked Estep 
Score: -94470.031250 Penalty: 1787.365479
	Iteration 0F: 2 clusters Score -94470.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -92314.218750 Penalty: 3574.730957
	Iteration 0F: 3 clusters Score -92314.22 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -92703.632812 Penalty: 3574.730957
	Iteration 1F: 3 clusters Score -92703.63 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -92827.070312 Penalty: 3574.730957
	Iteration 2F: 3 clusters Score -92827.07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -92888.679688 Penalty: 3574.730957
	Iteration 3Q: 3 clusters Score -92888.68 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -92937.265625 Penalty: 3574.730957
	Iteration 4Q: 3 clusters Score -92937.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -92966.945312 Penalty: 3574.730957
	Iteration 5Q: 3 clusters Score -92966.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -92992.898438 Penalty: 3574.730957
	Iteration 6Q: 3 clusters Score -92992.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -93012.156250 Penalty: 3574.730957
	Iteration 7Q: 3 clusters Score -93012.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -93023.539062 Penalty: 3574.730957
	Iteration 8Q: 3 clusters Score -93023.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -93038.312500 Penalty: 3574.730957
	Iteration 9Q: 3 clusters Score -93038.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -93055.453125 Penalty: 3574.730957
	Iteration 10Q: 3 clusters Score -93055.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -93064.585938 Penalty: 3574.730957
	Iteration 11Q: 3 clusters Score -93064.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -93085.671875 Penalty: 3574.730957
	Iteration 12Q: 3 clusters Score -93085.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -93101.757812 Penalty: 3574.730957
	Iteration 13Q: 3 clusters Score -93101.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -93110.343750 Penalty: 3574.730957
	Iteration 14Q: 3 clusters Score -93110.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -93124.937500 Penalty: 3574.730957
	Iteration 15Q: 3 clusters Score -93124.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -93136.593750 Penalty: 3574.730957
	Iteration 16Q: 3 clusters Score -93136.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -93145.976562 Penalty: 3574.730957
	Iteration 17Q: 3 clusters Score -93145.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -93154.726562 Penalty: 3574.730957
	Iteration 18Q: 3 clusters Score -93154.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -93164.734375 Penalty: 3574.730957
	Iteration 19Q: 3 clusters Score -93164.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -93174.812500 Penalty: 3574.730957
	Iteration 20F: 3 clusters Score -93174.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -93191.585938 Penalty: 3574.730957
	Iteration 21Q: 3 clusters Score -93191.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -93212.148438 Penalty: 3574.730957
	Iteration 22Q: 3 clusters Score -93212.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -93241.546875 Penalty: 3574.730957
	Iteration 23Q: 3 clusters Score -93241.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -93266.867188 Penalty: 3574.730957
	Iteration 24Q: 3 clusters Score -93266.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -93288.453125 Penalty: 3574.730957
	Iteration 25Q: 3 clusters Score -93288.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -93310.570312 Penalty: 3574.730957
	Iteration 26Q: 3 clusters Score -93310.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -93320.187500 Penalty: 3574.730957
	Iteration 27Q: 3 clusters Score -93320.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -93324.460938 Penalty: 3574.730957
	Iteration 28Q: 3 clusters Score -93324.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -93327.023438 Penalty: 3574.730957
	Iteration 29Q: 3 clusters Score -93327.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -93329.976562 Penalty: 3574.730957
	Iteration 30Q: 3 clusters Score -93329.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -93333.578125 Penalty: 3574.730957
	Iteration 31Q: 3 clusters Score -93333.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -93335.781250 Penalty: 3574.730957
	Iteration 32Q: 3 clusters Score -93335.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -93336.367188 Penalty: 3574.730957
	Iteration 33Q: 3 clusters Score -93336.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -93337.703125 Penalty: 3574.730957
	Iteration 34Q: 3 clusters Score -93337.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -93340.406250 Penalty: 3574.730957
	Iteration 35Q: 3 clusters Score -93340.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -93342.070312 Penalty: 3574.730957
	Iteration 36Q: 3 clusters Score -93342.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -93342.617188 Penalty: 3574.730957
	Iteration 37Q: 3 clusters Score -93342.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -93342.617188 Penalty: 3574.730957
	Iteration 38F: 3 clusters Score -93342.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Entering Unmasked Estep 
Score: -51265.257812 Penalty: 1722.850098
	Iteration 0F: 2 clusters Score -51265.26 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 542 members 
Entering Unmasked Estep 
Score: -49309.953125 Penalty: 3445.700195
	Iteration 0F: 3 clusters Score -49309.95 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -49648.410156 Penalty: 3445.700195
	Iteration 1F: 3 clusters Score -49648.41 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -49828.503906 Penalty: 3445.700195
	Iteration 2F: 3 clusters Score -49828.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -49928.468750 Penalty: 3445.700195
	Iteration 3F: 3 clusters Score -49928.47 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -50015.320312 Penalty: 3445.700195
	Iteration 4Q: 3 clusters Score -50015.32 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -50075.625000 Penalty: 3445.700195
	Iteration 5Q: 3 clusters Score -50075.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -50126.894531 Penalty: 3445.700195
	Iteration 6Q: 3 clusters Score -50126.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -50147.769531 Penalty: 3445.700195
	Iteration 7Q: 3 clusters Score -50147.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -50159.414062 Penalty: 3445.700195
	Iteration 8Q: 3 clusters Score -50159.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -50163.503906 Penalty: 3445.700195
	Iteration 9Q: 3 clusters Score -50163.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -50165.847656 Penalty: 3445.700195
	Iteration 10Q: 3 clusters Score -50165.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -50166.980469 Penalty: 3445.700195
	Iteration 11Q: 3 clusters Score -50166.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -50169.679688 Penalty: 3445.700195
	Iteration 12Q: 3 clusters Score -50169.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -50170.835938 Penalty: 3445.700195
	Iteration 13Q: 3 clusters Score -50170.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -50173.910156 Penalty: 3445.700195
	Iteration 14Q: 3 clusters Score -50173.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -50178.195312 Penalty: 3445.700195
	Iteration 15Q: 3 clusters Score -50178.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -50188.359375 Penalty: 3445.700195
	Iteration 16Q: 3 clusters Score -50188.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -50198.312500 Penalty: 3445.700195
	Iteration 17Q: 3 clusters Score -50198.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -50202.992188 Penalty: 3445.700195
	Iteration 18Q: 3 clusters Score -50202.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -50206.914062 Penalty: 3445.700195
	Iteration 19Q: 3 clusters Score -50206.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -50212.910156 Penalty: 3445.700195
	Iteration 20F: 3 clusters Score -50212.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -50224.011719 Penalty: 3445.700195
	Iteration 21Q: 3 clusters Score -50224.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -50236.667969 Penalty: 3445.700195
	Iteration 22Q: 3 clusters Score -50236.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -50249.113281 Penalty: 3445.700195
	Iteration 23Q: 3 clusters Score -50249.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -50257.722656 Penalty: 3445.700195
	Iteration 24Q: 3 clusters Score -50257.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -50268.531250 Penalty: 3445.700195
	Iteration 25Q: 3 clusters Score -50268.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -50280.988281 Penalty: 3445.700195
	Iteration 26Q: 3 clusters Score -50280.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -50294.765625 Penalty: 3445.700195
	Iteration 27Q: 3 clusters Score -50294.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -50302.546875 Penalty: 3445.700195
	Iteration 28Q: 3 clusters Score -50302.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -50318.054688 Penalty: 3445.700195
	Iteration 29Q: 3 clusters Score -50318.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -50340.179688 Penalty: 3445.700195
	Iteration 30Q: 3 clusters Score -50340.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -50356.492188 Penalty: 3445.700195
	Iteration 31Q: 3 clusters Score -50356.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -50399.000000 Penalty: 3445.700195
	Iteration 32Q: 3 clusters Score -50399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -50443.589844 Penalty: 3445.700195
	Iteration 33Q: 3 clusters Score -50443.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -50466.308594 Penalty: 3445.700195
	Iteration 34Q: 3 clusters Score -50466.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -50482.492188 Penalty: 3445.700195
	Iteration 35Q: 3 clusters Score -50482.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -50491.234375 Penalty: 3445.700195
	Iteration 36Q: 3 clusters Score -50491.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -50503.992188 Penalty: 3445.700195
	Iteration 37Q: 3 clusters Score -50503.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -50516.644531 Penalty: 3445.700195
	Iteration 38Q: 3 clusters Score -50516.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -50531.058594 Penalty: 3445.700195
	Iteration 39Q: 3 clusters Score -50531.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -50537.910156 Penalty: 3445.700195
	Iteration 40F: 3 clusters Score -50537.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -50548.230469 Penalty: 3445.700195
	Iteration 41Q: 3 clusters Score -50548.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -50557.226562 Penalty: 3445.700195
	Iteration 42Q: 3 clusters Score -50557.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -50559.066406 Penalty: 3445.700195
	Iteration 43Q: 3 clusters Score -50559.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -50559.066406 Penalty: 3445.700195
	Iteration 44F: 3 clusters Score -50559.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -161371.578125 Penalty: 1922.259277
	Iteration 0F: 2 clusters Score -161371.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -158596.281250 Penalty: 3844.518555
	Iteration 0F: 3 clusters Score -158596.3 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -159312.843750 Penalty: 3844.518555
	Iteration 1F: 3 clusters Score -159312.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -159539.468750 Penalty: 3844.518555
	Iteration 2F: 3 clusters Score -159539.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -159721.359375 Penalty: 3844.518555
	Iteration 3F: 3 clusters Score -159721.4 nChanged 132
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: -159899.515625 Penalty: 3844.518555
	Iteration 4F: 3 clusters Score -159899.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -160060.750000 Penalty: 3844.518555
	Iteration 5F: 3 clusters Score -160060.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -160183.546875 Penalty: 3844.518555
	Iteration 6Q: 3 clusters Score -160183.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -160338.484375 Penalty: 3844.518555
	Iteration 7Q: 3 clusters Score -160338.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -160677.812500 Penalty: 3844.518555
	Iteration 8Q: 3 clusters Score -160677.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -160871.906250 Penalty: 3844.518555
	Iteration 9Q: 3 clusters Score -160871.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -160921.500000 Penalty: 3844.518555
	Iteration 10Q: 3 clusters Score -160921.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -160952.250000 Penalty: 3844.518555
	Iteration 11Q: 3 clusters Score -160952.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -160964.609375 Penalty: 3844.518555
	Iteration 12Q: 3 clusters Score -160964.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -160972.421875 Penalty: 3844.518555
	Iteration 13Q: 3 clusters Score -160972.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -160978.562500 Penalty: 3844.518555
	Iteration 14Q: 3 clusters Score -160978.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -160982.453125 Penalty: 3844.518555
	Iteration 15Q: 3 clusters Score -160982.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -160983.609375 Penalty: 3844.518555
	Iteration 16Q: 3 clusters Score -160983.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -160985.218750 Penalty: 3844.518555
	Iteration 17Q: 3 clusters Score -160985.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -160988.359375 Penalty: 3844.518555
	Iteration 18Q: 3 clusters Score -160988.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -160989.359375 Penalty: 3844.518555
	Iteration 19Q: 3 clusters Score -160989.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -160990.687500 Penalty: 3844.518555
	Iteration 20F: 3 clusters Score -160990.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -160992.593750 Penalty: 3844.518555
	Iteration 21Q: 3 clusters Score -160992.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -160992.593750 Penalty: 3844.518555
	Iteration 22F: 3 clusters Score -160992.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (12844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Entering Unmasked Estep 
Score: -972668.000000 Penalty: 2346.236816
	Iteration 0F: 2 clusters Score -972668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -963076.625000 Penalty: 4692.473633
	Iteration 0F: 3 clusters Score -963076.6 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -966113.562500 Penalty: 4692.473633
	Iteration 1F: 3 clusters Score -966113.6 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -966461.375000 Penalty: 4692.473633
	Iteration 2F: 3 clusters Score -966461.4 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -966750.125000 Penalty: 4692.473633
	Iteration 3F: 3 clusters Score -966750.1 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -967034.687500 Penalty: 4692.473633
	Iteration 4Q: 3 clusters Score -967034.7 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -967338.375000 Penalty: 4692.473633
	Iteration 5Q: 3 clusters Score -967338.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -967626.687500 Penalty: 4692.473633
	Iteration 6Q: 3 clusters Score -967626.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -967886.187500 Penalty: 4692.473633
	Iteration 7Q: 3 clusters Score -967886.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -968127.375000 Penalty: 4692.473633
	Iteration 8Q: 3 clusters Score -968127.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -968371.875000 Penalty: 4692.473633
	Iteration 9Q: 3 clusters Score -968371.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -968605.375000 Penalty: 4692.473633
	Iteration 10Q: 3 clusters Score -968605.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -968808.250000 Penalty: 4692.473633
	Iteration 11Q: 3 clusters Score -968808.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -969028.812500 Penalty: 4692.473633
	Iteration 12Q: 3 clusters Score -969028.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -969241.250000 Penalty: 4692.473633
	Iteration 13Q: 3 clusters Score -969241.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -969451.000000 Penalty: 4692.473633
	Iteration 14Q: 3 clusters Score -969451 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -969657.187500 Penalty: 4692.473633
	Iteration 15Q: 3 clusters Score -969657.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -969885.250000 Penalty: 4692.473633
	Iteration 16Q: 3 clusters Score -969885.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -970085.812500 Penalty: 4692.473633
	Iteration 17Q: 3 clusters Score -970085.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -970269.750000 Penalty: 4692.473633
	Iteration 18Q: 3 clusters Score -970269.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -970439.312500 Penalty: 4692.473633
	Iteration 19Q: 3 clusters Score -970439.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -970596.687500 Penalty: 4692.473633
	Iteration 20F: 3 clusters Score -970596.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -970705.250000 Penalty: 4692.473633
	Iteration 21Q: 3 clusters Score -970705.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -970765.625000 Penalty: 4692.473633
	Iteration 22Q: 3 clusters Score -970765.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -970803.062500 Penalty: 4692.473633
	Iteration 23Q: 3 clusters Score -970803.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -970834.937500 Penalty: 4692.473633
	Iteration 24Q: 3 clusters Score -970834.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -970856.500000 Penalty: 4692.473633
	Iteration 25Q: 3 clusters Score -970856.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -970874.437500 Penalty: 4692.473633
	Iteration 26Q: 3 clusters Score -970874.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -970891.875000 Penalty: 4692.473633
	Iteration 27Q: 3 clusters Score -970891.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -970902.000000 Penalty: 4692.473633
	Iteration 28Q: 3 clusters Score -970902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -970910.812500 Penalty: 4692.473633
	Iteration 29Q: 3 clusters Score -970910.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -970921.500000 Penalty: 4692.473633
	Iteration 30Q: 3 clusters Score -970921.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -970927.500000 Penalty: 4692.473633
	Iteration 31Q: 3 clusters Score -970927.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -970934.875000 Penalty: 4692.473633
	Iteration 32Q: 3 clusters Score -970934.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -970942.187500 Penalty: 4692.473633
	Iteration 33Q: 3 clusters Score -970942.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -970944.187500 Penalty: 4692.473633
	Iteration 34Q: 3 clusters Score -970944.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -970949.312500 Penalty: 4692.473633
	Iteration 35Q: 3 clusters Score -970949.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -970952.000000 Penalty: 4692.473633
	Iteration 36Q: 3 clusters Score -970952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -970954.125000 Penalty: 4692.473633
	Iteration 37Q: 3 clusters Score -970954.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -970954.187500 Penalty: 4692.473633
	Iteration 38Q: 3 clusters Score -970954.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -970955.812500 Penalty: 4692.473633
	Iteration 39Q: 3 clusters Score -970955.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -970954.750000 Penalty: 4692.473633
	Iteration 40F: 3 clusters Score -970954.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -970956.000000 Penalty: 4692.473633
	Iteration 41Q: 3 clusters Score -970956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -970958.312500 Penalty: 4692.473633
	Iteration 42Q: 3 clusters Score -970958.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -970957.500000 Penalty: 4692.473633
	Iteration 43Q: 3 clusters Score -970957.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -970958.875000 Penalty: 4692.473633
	Iteration 44Q: 3 clusters Score -970958.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -970956.500000 Penalty: 4692.473633
	Iteration 45Q: 3 clusters Score -970956.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -970959.875000 Penalty: 4692.473633
	Iteration 46Q: 3 clusters Score -970959.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -970963.875000 Penalty: 4692.473633
	Iteration 47Q: 3 clusters Score -970963.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -970962.687500 Penalty: 4692.473633
	Iteration 48Q: 3 clusters Score -970962.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -970961.125000 Penalty: 4692.473633
	Iteration 49Q: 3 clusters Score -970961.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -970962.312500 Penalty: 4692.473633
	Iteration 50Q: 3 clusters Score -970962.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -970962.437500 Penalty: 4692.473633
	Iteration 51Q: 3 clusters Score -970962.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -970961.812500 Penalty: 4692.473633
	Iteration 52Q: 3 clusters Score -970961.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -970962.375000 Penalty: 4692.473633
	Iteration 53Q: 3 clusters Score -970962.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -970962.375000 Penalty: 4692.473633
	Iteration 54F: 3 clusters Score -970962.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Entering Unmasked Estep 
Score: -101050.242188 Penalty: 1801.305664
	Iteration 0F: 2 clusters Score -101050.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -98803.734375 Penalty: 3602.611328
	Iteration 0F: 3 clusters Score -98803.73 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -99176.312500 Penalty: 3602.611328
	Iteration 1F: 3 clusters Score -99176.31 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -99289.906250 Penalty: 3602.611328
	Iteration 2F: 3 clusters Score -99289.91 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -99347.023438 Penalty: 3602.611328
	Iteration 3Q: 3 clusters Score -99347.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -99378.617188 Penalty: 3602.611328
	Iteration 4Q: 3 clusters Score -99378.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -99391.312500 Penalty: 3602.611328
	Iteration 5Q: 3 clusters Score -99391.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -99400.625000 Penalty: 3602.611328
	Iteration 6Q: 3 clusters Score -99400.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -99414.953125 Penalty: 3602.611328
	Iteration 7Q: 3 clusters Score -99414.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -99432.890625 Penalty: 3602.611328
	Iteration 8Q: 3 clusters Score -99432.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -99444.460938 Penalty: 3602.611328
	Iteration 9Q: 3 clusters Score -99444.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -99454.703125 Penalty: 3602.611328
	Iteration 10Q: 3 clusters Score -99454.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -99459.054688 Penalty: 3602.611328
	Iteration 11Q: 3 clusters Score -99459.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -99472.992188 Penalty: 3602.611328
	Iteration 12Q: 3 clusters Score -99472.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -99483.906250 Penalty: 3602.611328
	Iteration 13Q: 3 clusters Score -99483.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -99501.398438 Penalty: 3602.611328
	Iteration 14Q: 3 clusters Score -99501.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -99529.000000 Penalty: 3602.611328
	Iteration 15Q: 3 clusters Score -99529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -99559.835938 Penalty: 3602.611328
	Iteration 16Q: 3 clusters Score -99559.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -99602.726562 Penalty: 3602.611328
	Iteration 17Q: 3 clusters Score -99602.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -99646.960938 Penalty: 3602.611328
	Iteration 18Q: 3 clusters Score -99646.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -99697.023438 Penalty: 3602.611328
	Iteration 19Q: 3 clusters Score -99697.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -99753.335938 Penalty: 3602.611328
	Iteration 20F: 3 clusters Score -99753.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -99812.773438 Penalty: 3602.611328
	Iteration 21Q: 3 clusters Score -99812.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -99896.226562 Penalty: 3602.611328
	Iteration 22Q: 3 clusters Score -99896.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -99960.851562 Penalty: 3602.611328
	Iteration 23Q: 3 clusters Score -99960.85 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -100027.695312 Penalty: 3602.611328
	Iteration 24Q: 3 clusters Score -100027.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -100068.804688 Penalty: 3602.611328
	Iteration 25Q: 3 clusters Score -100068.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -100089.882812 Penalty: 3602.611328
	Iteration 26Q: 3 clusters Score -100089.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -100102.820312 Penalty: 3602.611328
	Iteration 27Q: 3 clusters Score -100102.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -100112.054688 Penalty: 3602.611328
	Iteration 28Q: 3 clusters Score -100112.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -100118.429688 Penalty: 3602.611328
	Iteration 29Q: 3 clusters Score -100118.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -100119.875000 Penalty: 3602.611328
	Iteration 30Q: 3 clusters Score -100119.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -100120.632812 Penalty: 3602.611328
	Iteration 31Q: 3 clusters Score -100120.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -100120.632812 Penalty: 3602.611328
	Iteration 32F: 3 clusters Score -100120.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Entering Unmasked Estep 
Score: -96634.171875 Penalty: 1795.147217
	Iteration 0F: 2 clusters Score -96634.17 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 662 members 
Entering Unmasked Estep 
Score: -94412.578125 Penalty: 3590.294434
	Iteration 0F: 3 clusters Score -94412.58 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -94804.617188 Penalty: 3590.294434
	Iteration 1F: 3 clusters Score -94804.62 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -94931.507812 Penalty: 3590.294434
	Iteration 2F: 3 clusters Score -94931.51 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -94984.992188 Penalty: 3590.294434
	Iteration 3Q: 3 clusters Score -94984.99 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -95024.343750 Penalty: 3590.294434
	Iteration 4Q: 3 clusters Score -95024.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -95042.609375 Penalty: 3590.294434
	Iteration 5Q: 3 clusters Score -95042.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -95061.429688 Penalty: 3590.294434
	Iteration 6Q: 3 clusters Score -95061.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -95073.953125 Penalty: 3590.294434
	Iteration 7Q: 3 clusters Score -95073.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -95081.507812 Penalty: 3590.294434
	Iteration 8Q: 3 clusters Score -95081.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -95096.539062 Penalty: 3590.294434
	Iteration 9Q: 3 clusters Score -95096.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -95113.226562 Penalty: 3590.294434
	Iteration 10Q: 3 clusters Score -95113.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -95121.937500 Penalty: 3590.294434
	Iteration 11Q: 3 clusters Score -95121.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -95124.125000 Penalty: 3590.294434
	Iteration 12Q: 3 clusters Score -95124.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -95124.789062 Penalty: 3590.294434
	Iteration 13Q: 3 clusters Score -95124.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -95124.789062 Penalty: 3590.294434
	Iteration 14F: 3 clusters Score -95124.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93197 members 
Mstep: Class 3 contains 244406 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35849 members 
Mstep: Class 9 contains 175335 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56855 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14553 members 
Mstep: Class 24 contains 48397 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116161 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132423 members 
Mstep: Class 38 contains 35138 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12844 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316528.000000 Penalty: 168600.640625
Iteration 279Q: 49 clusters Score -1.023165e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93197 members 
Mstep: Class 3 contains 244406 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35849 members 
Mstep: Class 9 contains 175328 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56856 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14553 members 
Mstep: Class 24 contains 48398 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116165 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132423 members 
Mstep: Class 38 contains 35139 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12844 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316512.000000 Penalty: 168600.640625
Iteration 280F: 49 clusters Score -1.023165e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93197 members 
Mstep: Class 3 contains 244406 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35849 members 
Mstep: Class 9 contains 175321 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56856 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14553 members 
Mstep: Class 24 contains 48398 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116170 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132424 members 
Mstep: Class 38 contains 35140 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12844 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316496.000000 Penalty: 168600.640625
Iteration 281Q: 49 clusters Score -1.023165e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93197 members 
Mstep: Class 3 contains 244406 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35849 members 
Mstep: Class 9 contains 175317 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56854 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14553 members 
Mstep: Class 24 contains 48398 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116174 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132427 members 
Mstep: Class 38 contains 35139 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12844 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316528.000000 Penalty: 168600.640625
Iteration 282Q: 49 clusters Score -1.023165e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93197 members 
Mstep: Class 3 contains 244406 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35849 members 
Mstep: Class 9 contains 175310 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56853 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14553 members 
Mstep: Class 24 contains 48398 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116179 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132428 members 
Mstep: Class 38 contains 35141 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12844 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316504.000000 Penalty: 168600.640625
Iteration 283Q: 49 clusters Score -1.023165e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93197 members 
Mstep: Class 3 contains 244407 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35849 members 
Mstep: Class 9 contains 175305 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56853 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14553 members 
Mstep: Class 24 contains 48397 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116184 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132428 members 
Mstep: Class 38 contains 35141 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12844 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316488.000000 Penalty: 168600.640625
Iteration 284Q: 49 clusters Score -1.023165e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93198 members 
Mstep: Class 3 contains 244408 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35849 members 
Mstep: Class 9 contains 175300 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56853 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14553 members 
Mstep: Class 24 contains 48397 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116187 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132428 members 
Mstep: Class 38 contains 35141 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12844 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316488.000000 Penalty: 168600.640625
Iteration 285Q: 49 clusters Score -1.023165e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93199 members 
Mstep: Class 3 contains 244409 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35849 members 
Mstep: Class 9 contains 175291 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56853 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14554 members 
Mstep: Class 24 contains 48396 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116194 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132428 members 
Mstep: Class 38 contains 35141 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12844 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316504.000000 Penalty: 168600.640625
Iteration 286Q: 49 clusters Score -1.023165e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93200 members 
Mstep: Class 3 contains 244409 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35849 members 
Mstep: Class 9 contains 175286 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56853 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10315 members 
Mstep: Class 23 contains 14554 members 
Mstep: Class 24 contains 48396 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116198 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132429 members 
Mstep: Class 38 contains 35140 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12844 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316488.000000 Penalty: 168600.640625
Iteration 287Q: 49 clusters Score -1.023165e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93205 members 
Mstep: Class 3 contains 244406 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35849 members 
Mstep: Class 9 contains 175283 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56853 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10314 members 
Mstep: Class 23 contains 14554 members 
Mstep: Class 24 contains 48396 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116201 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132428 members 
Mstep: Class 38 contains 35140 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12844 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316504.000000 Penalty: 168600.640625
Iteration 288Q: 49 clusters Score -1.023165e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93206 members 
Mstep: Class 3 contains 244406 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35849 members 
Mstep: Class 9 contains 175281 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56853 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10314 members 
Mstep: Class 23 contains 14554 members 
Mstep: Class 24 contains 48396 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116203 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132428 members 
Mstep: Class 38 contains 35139 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12844 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316520.000000 Penalty: 168600.640625
Iteration 289Q: 49 clusters Score -1.023165e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93206 members 
Mstep: Class 3 contains 244407 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35849 members 
Mstep: Class 9 contains 175280 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56853 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10314 members 
Mstep: Class 23 contains 14554 members 
Mstep: Class 24 contains 48396 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116203 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132428 members 
Mstep: Class 38 contains 35139 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12844 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316528.000000 Penalty: 168600.640625
Iteration 290Q: 49 clusters Score -1.023165e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93205 members 
Mstep: Class 3 contains 244410 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35849 members 
Mstep: Class 9 contains 175278 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56853 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10314 members 
Mstep: Class 23 contains 14554 members 
Mstep: Class 24 contains 48396 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116203 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132428 members 
Mstep: Class 38 contains 35139 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12844 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316528.000000 Penalty: 168600.640625
Iteration 291Q: 49 clusters Score -1.023165e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93204 members 
Mstep: Class 3 contains 244412 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35849 members 
Mstep: Class 9 contains 175277 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56853 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10314 members 
Mstep: Class 23 contains 14554 members 
Mstep: Class 24 contains 48396 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116203 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132428 members 
Mstep: Class 38 contains 35139 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12844 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316504.000000 Penalty: 168600.640625
Iteration 292Q: 49 clusters Score -1.023165e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93204 members 
Mstep: Class 3 contains 244412 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35849 members 
Mstep: Class 9 contains 175276 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56853 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10314 members 
Mstep: Class 23 contains 14554 members 
Mstep: Class 24 contains 48396 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116203 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132428 members 
Mstep: Class 38 contains 35140 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12844 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316504.000000 Penalty: 168600.640625
Iteration 293Q: 49 clusters Score -1.023165e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93204 members 
Mstep: Class 3 contains 244412 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35849 members 
Mstep: Class 9 contains 175275 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56853 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10314 members 
Mstep: Class 23 contains 14554 members 
Mstep: Class 24 contains 48396 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116203 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132428 members 
Mstep: Class 38 contains 35141 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12844 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316496.000000 Penalty: 168600.640625
Iteration 294Q: 49 clusters Score -1.023165e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 93204 members 
Mstep: Class 3 contains 244412 members 
Mstep: Class 4 contains 4058 members 
Mstep: Class 5 contains 2542 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 35849 members 
Mstep: Class 9 contains 175275 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 12360 members 
Mstep: Class 12 contains 56853 members 
Mstep: Class 13 contains 5020 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 206684 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 38164 members 
Mstep: Class 22 contains 10314 members 
Mstep: Class 23 contains 14554 members 
Mstep: Class 24 contains 48396 members 
Mstep: Class 25 contains 8943 members 
Mstep: Class 26 contains 18167 members 
Mstep: Class 27 contains 4992 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 27556 members 
Mstep: Class 30 contains 4485 members 
Mstep: Class 31 contains 3003 members 
Mstep: Class 32 contains 4144 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 6628 members 
Mstep: Class 35 contains 116203 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 132428 members 
Mstep: Class 38 contains 35141 members 
Mstep: Class 39 contains 3013 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 9679 members 
Mstep: Class 42 contains 851 members 
Mstep: Class 43 contains 1349 members 
Mstep: Class 44 contains 1040 members 
Mstep: Class 45 contains 2324 members 
Mstep: Class 46 contains 12844 members 
Mstep: Class 47 contains 1427 members 
Mstep: Class 48 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -102316496.000000 Penalty: 168600.640625
Iteration 295F: 49 clusters Score -1.023165e+08 nChanged 0
Entering ConstructFrom: 
Score: -102316496.000000 Penalty: 168600.640625
Entering ConstructFrom: 
Trying to split cluster 1 (4278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Entering Unmasked Estep 
Score: -300015.937500 Penalty: 2073.587891
	Iteration 0F: 2 clusters Score -300015.9 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 2131 members 
Entering Unmasked Estep 
Score: -295981.156250 Penalty: 4147.175781
	Iteration 0F: 3 clusters Score -295981.2 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -297039.500000 Penalty: 4147.175781
	Iteration 1F: 3 clusters Score -297039.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -297438.562500 Penalty: 4147.175781
	Iteration 2F: 3 clusters Score -297438.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -297840.500000 Penalty: 4147.175781
	Iteration 3F: 3 clusters Score -297840.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -298232.156250 Penalty: 4147.175781
	Iteration 4F: 3 clusters Score -298232.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -298698.906250 Penalty: 4147.175781
	Iteration 5F: 3 clusters Score -298698.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -299183.656250 Penalty: 4147.175781
	Iteration 6F: 3 clusters Score -299183.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -299487.593750 Penalty: 4147.175781
	Iteration 7F: 3 clusters Score -299487.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -299648.093750 Penalty: 4147.175781
	Iteration 8Q: 3 clusters Score -299648.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -299741.312500 Penalty: 4147.175781
	Iteration 9Q: 3 clusters Score -299741.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -299812.968750 Penalty: 4147.175781
	Iteration 10Q: 3 clusters Score -299813 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -299863.343750 Penalty: 4147.175781
	Iteration 11Q: 3 clusters Score -299863.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -299898.687500 Penalty: 4147.175781
	Iteration 12Q: 3 clusters Score -299898.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -299912.375000 Penalty: 4147.175781
	Iteration 13Q: 3 clusters Score -299912.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -299922.437500 Penalty: 4147.175781
	Iteration 14Q: 3 clusters Score -299922.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -299929.375000 Penalty: 4147.175781
	Iteration 15Q: 3 clusters Score -299929.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -299937.375000 Penalty: 4147.175781
	Iteration 16Q: 3 clusters Score -299937.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -299943.656250 Penalty: 4147.175781
	Iteration 17Q: 3 clusters Score -299943.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -299948.625000 Penalty: 4147.175781
	Iteration 18Q: 3 clusters Score -299948.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -299953.125000 Penalty: 4147.175781
	Iteration 19Q: 3 clusters Score -299953.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -299957.500000 Penalty: 4147.175781
	Iteration 20F: 3 clusters Score -299957.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -299962.343750 Penalty: 4147.175781
	Iteration 21Q: 3 clusters Score -299962.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -299965.125000 Penalty: 4147.175781
	Iteration 22Q: 3 clusters Score -299965.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -299968.125000 Penalty: 4147.175781
	Iteration 23Q: 3 clusters Score -299968.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -299970.250000 Penalty: 4147.175781
	Iteration 24Q: 3 clusters Score -299970.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -299972.500000 Penalty: 4147.175781
	Iteration 25Q: 3 clusters Score -299972.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -299974.062500 Penalty: 4147.175781
	Iteration 26Q: 3 clusters Score -299974.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -299974.968750 Penalty: 4147.175781
	Iteration 27Q: 3 clusters Score -299975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -299974.968750 Penalty: 4147.175781
	Iteration 28F: 3 clusters Score -299975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (93204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93204 members 
Entering Unmasked Estep 
Score: -7088357.500000 Penalty: 2837.751465
	Iteration 0F: 2 clusters Score -7088358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -7025795.000000 Penalty: 5675.502930
	Iteration 0F: 3 clusters Score -7025795 nChanged 43944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -7051139.500000 Penalty: 5675.502930
	Iteration 1F: 3 clusters Score -7051140 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -7052109.500000 Penalty: 5675.502930
	Iteration 2Q: 3 clusters Score -7052110 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54799 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -7053483.500000 Penalty: 5675.502930
	Iteration 3Q: 3 clusters Score -7053484 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59078 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -7055711.500000 Penalty: 5675.502930
	Iteration 4F: 3 clusters Score -7055712 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65099 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -7059697.000000 Penalty: 5675.502930
	Iteration 5F: 3 clusters Score -7059697 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72903 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -7066035.000000 Penalty: 5675.502930
	Iteration 6F: 3 clusters Score -7066035 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81212 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -7073903.500000 Penalty: 5675.502930
	Iteration 7F: 3 clusters Score -7073904 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87739 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -7080504.000000 Penalty: 5675.502930
	Iteration 8F: 3 clusters Score -7080504 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91219 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -7083872.500000 Penalty: 5675.502930
	Iteration 9Q: 3 clusters Score -7083872 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92488 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7085098.500000 Penalty: 5675.502930
	Iteration 10Q: 3 clusters Score -7085098 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92844 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7085514.000000 Penalty: 5675.502930
	Iteration 11Q: 3 clusters Score -7085514 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92923 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7085631.000000 Penalty: 5675.502930
	Iteration 12Q: 3 clusters Score -7085631 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92955 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7085688.000000 Penalty: 5675.502930
	Iteration 13Q: 3 clusters Score -7085688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92964 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7085707.000000 Penalty: 5675.502930
	Iteration 14Q: 3 clusters Score -7085707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92964 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7085722.500000 Penalty: 5675.502930
	Iteration 15Q: 3 clusters Score -7085722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92969 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7085736.500000 Penalty: 5675.502930
	Iteration 16Q: 3 clusters Score -7085736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92973 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7085742.000000 Penalty: 5675.502930
	Iteration 17Q: 3 clusters Score -7085742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92977 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7085751.000000 Penalty: 5675.502930
	Iteration 18Q: 3 clusters Score -7085751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92978 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7085759.000000 Penalty: 5675.502930
	Iteration 19Q: 3 clusters Score -7085759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92980 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7085764.500000 Penalty: 5675.502930
	Iteration 20F: 3 clusters Score -7085764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92982 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7085761.500000 Penalty: 5675.502930
	Iteration 21Q: 3 clusters Score -7085762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92982 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7085773.500000 Penalty: 5675.502930
	Iteration 22Q: 3 clusters Score -7085774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92981 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7085772.000000 Penalty: 5675.502930
	Iteration 23Q: 3 clusters Score -7085772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92980 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7085779.000000 Penalty: 5675.502930
	Iteration 24Q: 3 clusters Score -7085779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92980 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7085779.000000 Penalty: 5675.502930
	Iteration 25F: 3 clusters Score -7085779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (244412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244412 members 
Entering Unmasked Estep 
Score: -18744888.000000 Penalty: 3076.839355
	Iteration 0F: 2 clusters Score -1.874489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122178 members 
Mstep: Class 2 contains 122234 members 
Entering Unmasked Estep 
Score: -18580182.000000 Penalty: 6153.678711
	Iteration 0F: 3 clusters Score -1.858018e+07 nChanged 118374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124322 members 
Mstep: Class 2 contains 120090 members 
Entering Unmasked Estep 
Score: -18650004.000000 Penalty: 6153.678711
	Iteration 1F: 3 clusters Score -1.865e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125771 members 
Mstep: Class 2 contains 118641 members 
Entering Unmasked Estep 
Score: -18650830.000000 Penalty: 6153.678711
	Iteration 2Q: 3 clusters Score -1.865083e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127976 members 
Mstep: Class 2 contains 116436 members 
Entering Unmasked Estep 
Score: -18651742.000000 Penalty: 6153.678711
	Iteration 3Q: 3 clusters Score -1.865174e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131365 members 
Mstep: Class 2 contains 113047 members 
Entering Unmasked Estep 
Score: -18653124.000000 Penalty: 6153.678711
	Iteration 4Q: 3 clusters Score -1.865312e+07 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136422 members 
Mstep: Class 2 contains 107990 members 
Entering Unmasked Estep 
Score: -18654950.000000 Penalty: 6153.678711
	Iteration 5Q: 3 clusters Score -1.865495e+07 nChanged 9034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143828 members 
Mstep: Class 2 contains 100584 members 
Entering Unmasked Estep 
Score: -18657986.000000 Penalty: 6153.678711
	Iteration 6Q: 3 clusters Score -1.865799e+07 nChanged 11789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154705 members 
Mstep: Class 2 contains 89707 members 
Entering Unmasked Estep 
Score: -18663418.000000 Penalty: 6153.678711
	Iteration 7Q: 3 clusters Score -1.866342e+07 nChanged 15706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170005 members 
Mstep: Class 2 contains 74407 members 
Entering Unmasked Estep 
Score: -18672946.000000 Penalty: 6153.678711
	Iteration 8F: 3 clusters Score -1.867295e+07 nChanged 19754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189605 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -18688856.000000 Penalty: 6153.678711
	Iteration 9F: 3 clusters Score -1.868886e+07 nChanged 21446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211027 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -18709102.000000 Penalty: 6153.678711
	Iteration 10F: 3 clusters Score -1.87091e+07 nChanged 17646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228671 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -18727206.000000 Penalty: 6153.678711
	Iteration 11F: 3 clusters Score -1.872721e+07 nChanged 9801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238468 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -18737212.000000 Penalty: 6153.678711
	Iteration 12Q: 3 clusters Score -1.873721e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242088 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -18740780.000000 Penalty: 6153.678711
	Iteration 13Q: 3 clusters Score -1.874078e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243084 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -18741976.000000 Penalty: 6153.678711
	Iteration 14Q: 3 clusters Score -1.874198e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243323 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -18742540.000000 Penalty: 6153.678711
	Iteration 15Q: 3 clusters Score -1.874254e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243290 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -18742928.000000 Penalty: 6153.678711
	Iteration 16Q: 3 clusters Score -1.874293e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243200 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -18743216.000000 Penalty: 6153.678711
	Iteration 17Q: 3 clusters Score -1.874322e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243074 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -18743368.000000 Penalty: 6153.678711
	Iteration 18Q: 3 clusters Score -1.874337e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242970 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -18743414.000000 Penalty: 6153.678711
	Iteration 19Q: 3 clusters Score -1.874341e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242890 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -18743504.000000 Penalty: 6153.678711
	Iteration 20F: 3 clusters Score -1.87435e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242825 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -18743550.000000 Penalty: 6153.678711
	Iteration 21Q: 3 clusters Score -1.874355e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242765 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -18743608.000000 Penalty: 6153.678711
	Iteration 22Q: 3 clusters Score -1.874361e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242719 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -18743626.000000 Penalty: 6153.678711
	Iteration 23Q: 3 clusters Score -1.874363e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242683 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -18743646.000000 Penalty: 6153.678711
	Iteration 24Q: 3 clusters Score -1.874365e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242645 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -18743670.000000 Penalty: 6153.678711
	Iteration 25Q: 3 clusters Score -1.874367e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242612 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -18743694.000000 Penalty: 6153.678711
	Iteration 26Q: 3 clusters Score -1.874369e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242583 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -18743710.000000 Penalty: 6153.678711
	Iteration 27Q: 3 clusters Score -1.874371e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242571 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -18743706.000000 Penalty: 6153.678711
	Iteration 28Q: 3 clusters Score -1.874371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242558 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -18743738.000000 Penalty: 6153.678711
	Iteration 29Q: 3 clusters Score -1.874374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242554 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -18743734.000000 Penalty: 6153.678711
	Iteration 30Q: 3 clusters Score -1.874373e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242549 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -18743740.000000 Penalty: 6153.678711
	Iteration 31Q: 3 clusters Score -1.874374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242537 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -18743724.000000 Penalty: 6153.678711
	Iteration 32Q: 3 clusters Score -1.874372e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242528 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -18743732.000000 Penalty: 6153.678711
	Iteration 33Q: 3 clusters Score -1.874373e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242510 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -18743732.000000 Penalty: 6153.678711
	Iteration 34Q: 3 clusters Score -1.874373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242500 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -18743716.000000 Penalty: 6153.678711
	Iteration 35Q: 3 clusters Score -1.874372e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242494 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -18743708.000000 Penalty: 6153.678711
	Iteration 36Q: 3 clusters Score -1.874371e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242484 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -18743716.000000 Penalty: 6153.678711
	Iteration 37Q: 3 clusters Score -1.874372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242477 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -18743710.000000 Penalty: 6153.678711
	Iteration 38Q: 3 clusters Score -1.874371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242472 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -18743718.000000 Penalty: 6153.678711
	Iteration 39Q: 3 clusters Score -1.874372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242471 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -18743724.000000 Penalty: 6153.678711
	Iteration 40F: 3 clusters Score -1.874372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -235896.046875 Penalty: 2060.494629
	Iteration 0F: 2 clusters Score -235896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -231969.093750 Penalty: 4120.989258
	Iteration 0F: 3 clusters Score -231969.1 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -233040.078125 Penalty: 4120.989258
	Iteration 1F: 3 clusters Score -233040.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -233514.359375 Penalty: 4120.989258
	Iteration 2F: 3 clusters Score -233514.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -233852.421875 Penalty: 4120.989258
	Iteration 3F: 3 clusters Score -233852.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -234066.968750 Penalty: 4120.989258
	Iteration 4F: 3 clusters Score -234067 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -234230.265625 Penalty: 4120.989258
	Iteration 5Q: 3 clusters Score -234230.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -234362.031250 Penalty: 4120.989258
	Iteration 6Q: 3 clusters Score -234362 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -234478.125000 Penalty: 4120.989258
	Iteration 7Q: 3 clusters Score -234478.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -234569.562500 Penalty: 4120.989258
	Iteration 8Q: 3 clusters Score -234569.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -234638.531250 Penalty: 4120.989258
	Iteration 9Q: 3 clusters Score -234638.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -234697.859375 Penalty: 4120.989258
	Iteration 10Q: 3 clusters Score -234697.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -234755.062500 Penalty: 4120.989258
	Iteration 11Q: 3 clusters Score -234755.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -234801.921875 Penalty: 4120.989258
	Iteration 12Q: 3 clusters Score -234801.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -234834.531250 Penalty: 4120.989258
	Iteration 13Q: 3 clusters Score -234834.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -234868.156250 Penalty: 4120.989258
	Iteration 14Q: 3 clusters Score -234868.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -234893.312500 Penalty: 4120.989258
	Iteration 15Q: 3 clusters Score -234893.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -234910.078125 Penalty: 4120.989258
	Iteration 16Q: 3 clusters Score -234910.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -234931.734375 Penalty: 4120.989258
	Iteration 17Q: 3 clusters Score -234931.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -234944.796875 Penalty: 4120.989258
	Iteration 18Q: 3 clusters Score -234944.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -234954.593750 Penalty: 4120.989258
	Iteration 19Q: 3 clusters Score -234954.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -234961.718750 Penalty: 4120.989258
	Iteration 20F: 3 clusters Score -234961.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -234964.921875 Penalty: 4120.989258
	Iteration 21Q: 3 clusters Score -234964.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -234975.375000 Penalty: 4120.989258
	Iteration 22Q: 3 clusters Score -234975.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -234981.765625 Penalty: 4120.989258
	Iteration 23Q: 3 clusters Score -234981.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -234986.640625 Penalty: 4120.989258
	Iteration 24Q: 3 clusters Score -234986.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -234991.453125 Penalty: 4120.989258
	Iteration 25Q: 3 clusters Score -234991.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -234998.437500 Penalty: 4120.989258
	Iteration 26Q: 3 clusters Score -234998.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -235005.234375 Penalty: 4120.989258
	Iteration 27Q: 3 clusters Score -235005.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -235009.656250 Penalty: 4120.989258
	Iteration 28Q: 3 clusters Score -235009.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -235016.656250 Penalty: 4120.989258
	Iteration 29Q: 3 clusters Score -235016.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -235019.000000 Penalty: 4120.989258
	Iteration 30Q: 3 clusters Score -235019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -235019.671875 Penalty: 4120.989258
	Iteration 31Q: 3 clusters Score -235019.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -235022.156250 Penalty: 4120.989258
	Iteration 32Q: 3 clusters Score -235022.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -235023.359375 Penalty: 4120.989258
	Iteration 33Q: 3 clusters Score -235023.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -235025.625000 Penalty: 4120.989258
	Iteration 34Q: 3 clusters Score -235025.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -235027.593750 Penalty: 4120.989258
	Iteration 35Q: 3 clusters Score -235027.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -235028.140625 Penalty: 4120.989258
	Iteration 36Q: 3 clusters Score -235028.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -235029.843750 Penalty: 4120.989258
	Iteration 37Q: 3 clusters Score -235029.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -235030.187500 Penalty: 4120.989258
	Iteration 38Q: 3 clusters Score -235030.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -235031.062500 Penalty: 4120.989258
	Iteration 39Q: 3 clusters Score -235031.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -235031.062500 Penalty: 4120.989258
	Iteration 40F: 3 clusters Score -235031.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Entering Unmasked Estep 
Score: -181065.953125 Penalty: 1944.495117
	Iteration 0F: 2 clusters Score -181066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -178075.156250 Penalty: 3888.990234
	Iteration 0F: 3 clusters Score -178075.2 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -178688.468750 Penalty: 3888.990234
	Iteration 1F: 3 clusters Score -178688.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -178830.250000 Penalty: 3888.990234
	Iteration 2F: 3 clusters Score -178830.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -178914.125000 Penalty: 3888.990234
	Iteration 3Q: 3 clusters Score -178914.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -178960.343750 Penalty: 3888.990234
	Iteration 4Q: 3 clusters Score -178960.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -179005.984375 Penalty: 3888.990234
	Iteration 5Q: 3 clusters Score -179006 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -179049.031250 Penalty: 3888.990234
	Iteration 6Q: 3 clusters Score -179049 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -179082.593750 Penalty: 3888.990234
	Iteration 7Q: 3 clusters Score -179082.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -179121.812500 Penalty: 3888.990234
	Iteration 8Q: 3 clusters Score -179121.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -179164.781250 Penalty: 3888.990234
	Iteration 9Q: 3 clusters Score -179164.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -179199.984375 Penalty: 3888.990234
	Iteration 10Q: 3 clusters Score -179200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -179226.562500 Penalty: 3888.990234
	Iteration 11Q: 3 clusters Score -179226.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -179255.468750 Penalty: 3888.990234
	Iteration 12Q: 3 clusters Score -179255.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -179278.093750 Penalty: 3888.990234
	Iteration 13Q: 3 clusters Score -179278.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -179300.968750 Penalty: 3888.990234
	Iteration 14Q: 3 clusters Score -179301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -179316.140625 Penalty: 3888.990234
	Iteration 15Q: 3 clusters Score -179316.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -179327.718750 Penalty: 3888.990234
	Iteration 16Q: 3 clusters Score -179327.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -179339.437500 Penalty: 3888.990234
	Iteration 17Q: 3 clusters Score -179339.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -179349.890625 Penalty: 3888.990234
	Iteration 18Q: 3 clusters Score -179349.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -179359.140625 Penalty: 3888.990234
	Iteration 19Q: 3 clusters Score -179359.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -179361.312500 Penalty: 3888.990234
	Iteration 20F: 3 clusters Score -179361.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -179362.421875 Penalty: 3888.990234
	Iteration 21Q: 3 clusters Score -179362.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -179363.406250 Penalty: 3888.990234
	Iteration 22Q: 3 clusters Score -179363.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -179364.562500 Penalty: 3888.990234
	Iteration 23Q: 3 clusters Score -179364.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -179366.687500 Penalty: 3888.990234
	Iteration 24Q: 3 clusters Score -179366.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -179368.781250 Penalty: 3888.990234
	Iteration 25Q: 3 clusters Score -179368.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -179370.046875 Penalty: 3888.990234
	Iteration 26Q: 3 clusters Score -179370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -179372.875000 Penalty: 3888.990234
	Iteration 27Q: 3 clusters Score -179372.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -179376.234375 Penalty: 3888.990234
	Iteration 28Q: 3 clusters Score -179376.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -179378.781250 Penalty: 3888.990234
	Iteration 29Q: 3 clusters Score -179378.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -179379.968750 Penalty: 3888.990234
	Iteration 30Q: 3 clusters Score -179380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -179381.812500 Penalty: 3888.990234
	Iteration 31Q: 3 clusters Score -179381.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -179383.281250 Penalty: 3888.990234
	Iteration 32Q: 3 clusters Score -179383.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -179385.671875 Penalty: 3888.990234
	Iteration 33Q: 3 clusters Score -179385.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -179388.859375 Penalty: 3888.990234
	Iteration 34Q: 3 clusters Score -179388.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -179391.375000 Penalty: 3888.990234
	Iteration 35Q: 3 clusters Score -179391.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -179393.921875 Penalty: 3888.990234
	Iteration 36Q: 3 clusters Score -179393.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -179395.890625 Penalty: 3888.990234
	Iteration 37Q: 3 clusters Score -179395.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -179398.390625 Penalty: 3888.990234
	Iteration 38Q: 3 clusters Score -179398.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -179398.906250 Penalty: 3888.990234
	Iteration 39Q: 3 clusters Score -179398.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -179398.906250 Penalty: 3888.990234
	Iteration 40F: 3 clusters Score -179398.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Entering Unmasked Estep 
Score: -372210.875000 Penalty: 2125.353760
	Iteration 0F: 2 clusters Score -372210.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -367515.562500 Penalty: 4250.707520
	Iteration 0F: 3 clusters Score -367515.6 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -368677.343750 Penalty: 4250.707520
	Iteration 1F: 3 clusters Score -368677.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -368964.281250 Penalty: 4250.707520
	Iteration 2F: 3 clusters Score -368964.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -369154.406250 Penalty: 4250.707520
	Iteration 3F: 3 clusters Score -369154.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -369313.531250 Penalty: 4250.707520
	Iteration 4Q: 3 clusters Score -369313.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -369479.406250 Penalty: 4250.707520
	Iteration 5Q: 3 clusters Score -369479.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -369631.218750 Penalty: 4250.707520
	Iteration 6Q: 3 clusters Score -369631.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -369805.218750 Penalty: 4250.707520
	Iteration 7Q: 3 clusters Score -369805.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -369952.218750 Penalty: 4250.707520
	Iteration 8Q: 3 clusters Score -369952.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -370064.687500 Penalty: 4250.707520
	Iteration 9Q: 3 clusters Score -370064.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -370157.093750 Penalty: 4250.707520
	Iteration 10Q: 3 clusters Score -370157.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -370245.093750 Penalty: 4250.707520
	Iteration 11Q: 3 clusters Score -370245.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -370325.718750 Penalty: 4250.707520
	Iteration 12Q: 3 clusters Score -370325.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -370404.593750 Penalty: 4250.707520
	Iteration 13Q: 3 clusters Score -370404.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -370502.781250 Penalty: 4250.707520
	Iteration 14Q: 3 clusters Score -370502.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -370583.968750 Penalty: 4250.707520
	Iteration 15Q: 3 clusters Score -370584 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -370651.906250 Penalty: 4250.707520
	Iteration 16Q: 3 clusters Score -370651.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -370692.968750 Penalty: 4250.707520
	Iteration 17Q: 3 clusters Score -370693 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -370728.750000 Penalty: 4250.707520
	Iteration 18Q: 3 clusters Score -370728.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -370752.000000 Penalty: 4250.707520
	Iteration 19Q: 3 clusters Score -370752 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -370777.687500 Penalty: 4250.707520
	Iteration 20F: 3 clusters Score -370777.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -370800.937500 Penalty: 4250.707520
	Iteration 21Q: 3 clusters Score -370800.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -370832.312500 Penalty: 4250.707520
	Iteration 22Q: 3 clusters Score -370832.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -370876.750000 Penalty: 4250.707520
	Iteration 23Q: 3 clusters Score -370876.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -370933.656250 Penalty: 4250.707520
	Iteration 24Q: 3 clusters Score -370933.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -370981.937500 Penalty: 4250.707520
	Iteration 25Q: 3 clusters Score -370981.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -371016.562500 Penalty: 4250.707520
	Iteration 26Q: 3 clusters Score -371016.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -371041.125000 Penalty: 4250.707520
	Iteration 27Q: 3 clusters Score -371041.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -371056.218750 Penalty: 4250.707520
	Iteration 28Q: 3 clusters Score -371056.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -371067.656250 Penalty: 4250.707520
	Iteration 29Q: 3 clusters Score -371067.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -371084.062500 Penalty: 4250.707520
	Iteration 30Q: 3 clusters Score -371084.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -371097.000000 Penalty: 4250.707520
	Iteration 31Q: 3 clusters Score -371097 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -371111.718750 Penalty: 4250.707520
	Iteration 32Q: 3 clusters Score -371111.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -371123.843750 Penalty: 4250.707520
	Iteration 33Q: 3 clusters Score -371123.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -371131.218750 Penalty: 4250.707520
	Iteration 34Q: 3 clusters Score -371131.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -371139.500000 Penalty: 4250.707520
	Iteration 35Q: 3 clusters Score -371139.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -371143.093750 Penalty: 4250.707520
	Iteration 36Q: 3 clusters Score -371143.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -371144.906250 Penalty: 4250.707520
	Iteration 37Q: 3 clusters Score -371144.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -371146.437500 Penalty: 4250.707520
	Iteration 38Q: 3 clusters Score -371146.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -371148.593750 Penalty: 4250.707520
	Iteration 39Q: 3 clusters Score -371148.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -371152.031250 Penalty: 4250.707520
	Iteration 40F: 3 clusters Score -371152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -371154.656250 Penalty: 4250.707520
	Iteration 41Q: 3 clusters Score -371154.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -371156.250000 Penalty: 4250.707520
	Iteration 42Q: 3 clusters Score -371156.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -371158.156250 Penalty: 4250.707520
	Iteration 43Q: 3 clusters Score -371158.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -371158.875000 Penalty: 4250.707520
	Iteration 44Q: 3 clusters Score -371158.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -371160.093750 Penalty: 4250.707520
	Iteration 45Q: 3 clusters Score -371160.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -371161.687500 Penalty: 4250.707520
	Iteration 46Q: 3 clusters Score -371161.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -371162.781250 Penalty: 4250.707520
	Iteration 47Q: 3 clusters Score -371162.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -371165.281250 Penalty: 4250.707520
	Iteration 48Q: 3 clusters Score -371165.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -371167.531250 Penalty: 4250.707520
	Iteration 49Q: 3 clusters Score -371167.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -371171.093750 Penalty: 4250.707520
	Iteration 50Q: 3 clusters Score -371171.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -371174.437500 Penalty: 4250.707520
	Iteration 51Q: 3 clusters Score -371174.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -371177.593750 Penalty: 4250.707520
	Iteration 52Q: 3 clusters Score -371177.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -371179.625000 Penalty: 4250.707520
	Iteration 53Q: 3 clusters Score -371179.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -371179.656250 Penalty: 4250.707520
	Iteration 54Q: 3 clusters Score -371179.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -371179.656250 Penalty: 4250.707520
	Iteration 55F: 3 clusters Score -371179.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Entering Unmasked Estep 
Score: -247366.921875 Penalty: 2058.900391
	Iteration 0F: 2 clusters Score -247366.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -243489.093750 Penalty: 4117.800781
	Iteration 0F: 3 clusters Score -243489.1 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -244463.718750 Penalty: 4117.800781
	Iteration 1F: 3 clusters Score -244463.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -244747.406250 Penalty: 4117.800781
	Iteration 2F: 3 clusters Score -244747.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -244963.468750 Penalty: 4117.800781
	Iteration 3F: 3 clusters Score -244963.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -245141.609375 Penalty: 4117.800781
	Iteration 4F: 3 clusters Score -245141.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -245294.562500 Penalty: 4117.800781
	Iteration 5Q: 3 clusters Score -245294.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -245400.421875 Penalty: 4117.800781
	Iteration 6Q: 3 clusters Score -245400.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -245485.437500 Penalty: 4117.800781
	Iteration 7Q: 3 clusters Score -245485.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -245545.984375 Penalty: 4117.800781
	Iteration 8Q: 3 clusters Score -245546 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -245594.031250 Penalty: 4117.800781
	Iteration 9Q: 3 clusters Score -245594 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -245639.593750 Penalty: 4117.800781
	Iteration 10Q: 3 clusters Score -245639.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -245683.828125 Penalty: 4117.800781
	Iteration 11Q: 3 clusters Score -245683.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -245713.671875 Penalty: 4117.800781
	Iteration 12Q: 3 clusters Score -245713.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -245740.218750 Penalty: 4117.800781
	Iteration 13Q: 3 clusters Score -245740.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -245761.578125 Penalty: 4117.800781
	Iteration 14Q: 3 clusters Score -245761.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -245778.625000 Penalty: 4117.800781
	Iteration 15Q: 3 clusters Score -245778.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -245798.281250 Penalty: 4117.800781
	Iteration 16Q: 3 clusters Score -245798.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -245822.546875 Penalty: 4117.800781
	Iteration 17Q: 3 clusters Score -245822.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -245841.234375 Penalty: 4117.800781
	Iteration 18Q: 3 clusters Score -245841.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -245853.296875 Penalty: 4117.800781
	Iteration 19Q: 3 clusters Score -245853.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -245866.375000 Penalty: 4117.800781
	Iteration 20F: 3 clusters Score -245866.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -245874.843750 Penalty: 4117.800781
	Iteration 21Q: 3 clusters Score -245874.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -245880.296875 Penalty: 4117.800781
	Iteration 22Q: 3 clusters Score -245880.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -245883.406250 Penalty: 4117.800781
	Iteration 23Q: 3 clusters Score -245883.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -245887.609375 Penalty: 4117.800781
	Iteration 24Q: 3 clusters Score -245887.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -245890.750000 Penalty: 4117.800781
	Iteration 25Q: 3 clusters Score -245890.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -245894.265625 Penalty: 4117.800781
	Iteration 26Q: 3 clusters Score -245894.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -245897.640625 Penalty: 4117.800781
	Iteration 27Q: 3 clusters Score -245897.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -245901.156250 Penalty: 4117.800781
	Iteration 28Q: 3 clusters Score -245901.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -245904.359375 Penalty: 4117.800781
	Iteration 29Q: 3 clusters Score -245904.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -245906.500000 Penalty: 4117.800781
	Iteration 30Q: 3 clusters Score -245906.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -245911.000000 Penalty: 4117.800781
	Iteration 31Q: 3 clusters Score -245911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -245912.218750 Penalty: 4117.800781
	Iteration 32Q: 3 clusters Score -245912.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -245912.875000 Penalty: 4117.800781
	Iteration 33Q: 3 clusters Score -245912.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -245912.953125 Penalty: 4117.800781
	Iteration 34Q: 3 clusters Score -245913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -245913.375000 Penalty: 4117.800781
	Iteration 35Q: 3 clusters Score -245913.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -245915.234375 Penalty: 4117.800781
	Iteration 36Q: 3 clusters Score -245915.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -245915.640625 Penalty: 4117.800781
	Iteration 37Q: 3 clusters Score -245915.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -245915.640625 Penalty: 4117.800781
	Iteration 38F: 3 clusters Score -245915.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Entering Unmasked Estep 
Score: -2822224.250000 Penalty: 2600.793701
	Iteration 0F: 2 clusters Score -2822224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2797935.750000 Penalty: 5201.587402
	Iteration 0F: 3 clusters Score -2797936 nChanged 16248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2806670.500000 Penalty: 5201.587402
	Iteration 1F: 3 clusters Score -2806670 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2807198.250000 Penalty: 5201.587402
	Iteration 2Q: 3 clusters Score -2807198 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2807732.750000 Penalty: 5201.587402
	Iteration 3Q: 3 clusters Score -2807733 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2808411.000000 Penalty: 5201.587402
	Iteration 4Q: 3 clusters Score -2808411 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2809334.250000 Penalty: 5201.587402
	Iteration 5F: 3 clusters Score -2809334 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2810645.000000 Penalty: 5201.587402
	Iteration 6F: 3 clusters Score -2810645 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2812305.750000 Penalty: 5201.587402
	Iteration 7F: 3 clusters Score -2812306 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2814073.250000 Penalty: 5201.587402
	Iteration 8F: 3 clusters Score -2814073 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2815604.250000 Penalty: 5201.587402
	Iteration 9F: 3 clusters Score -2815604 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2816855.000000 Penalty: 5201.587402
	Iteration 10Q: 3 clusters Score -2816855 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2817859.750000 Penalty: 5201.587402
	Iteration 11Q: 3 clusters Score -2817860 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2818663.500000 Penalty: 5201.587402
	Iteration 12Q: 3 clusters Score -2818664 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2819154.000000 Penalty: 5201.587402
	Iteration 13Q: 3 clusters Score -2819154 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2819462.750000 Penalty: 5201.587402
	Iteration 14Q: 3 clusters Score -2819463 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2819630.750000 Penalty: 5201.587402
	Iteration 15Q: 3 clusters Score -2819631 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2819733.000000 Penalty: 5201.587402
	Iteration 16Q: 3 clusters Score -2819733 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2819825.750000 Penalty: 5201.587402
	Iteration 17Q: 3 clusters Score -2819826 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2819873.250000 Penalty: 5201.587402
	Iteration 18Q: 3 clusters Score -2819873 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2819914.250000 Penalty: 5201.587402
	Iteration 19Q: 3 clusters Score -2819914 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2819951.500000 Penalty: 5201.587402
	Iteration 20F: 3 clusters Score -2819952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2819972.750000 Penalty: 5201.587402
	Iteration 21Q: 3 clusters Score -2819973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2819982.500000 Penalty: 5201.587402
	Iteration 22Q: 3 clusters Score -2819982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2819988.250000 Penalty: 5201.587402
	Iteration 23Q: 3 clusters Score -2819988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2819993.500000 Penalty: 5201.587402
	Iteration 24Q: 3 clusters Score -2819994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2820001.750000 Penalty: 5201.587402
	Iteration 25Q: 3 clusters Score -2820002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2819998.500000 Penalty: 5201.587402
	Iteration 26Q: 3 clusters Score -2819998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2820003.500000 Penalty: 5201.587402
	Iteration 27Q: 3 clusters Score -2820004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2820011.000000 Penalty: 5201.587402
	Iteration 28Q: 3 clusters Score -2820011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2820013.500000 Penalty: 5201.587402
	Iteration 29Q: 3 clusters Score -2820014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2820013.500000 Penalty: 5201.587402
	Iteration 30Q: 3 clusters Score -2820014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2820013.250000 Penalty: 5201.587402
	Iteration 31Q: 3 clusters Score -2820013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2820013.750000 Penalty: 5201.587402
	Iteration 32Q: 3 clusters Score -2820014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2820013.750000 Penalty: 5201.587402
	Iteration 33F: 3 clusters Score -2820014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (175275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175275 members 
Entering Unmasked Estep 
Score: -13273291.000000 Penalty: 2994.379639
	Iteration 0F: 2 clusters Score -1.327329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88018 members 
Mstep: Class 2 contains 87257 members 
Entering Unmasked Estep 
Score: -13155630.000000 Penalty: 5988.759277
	Iteration 0F: 3 clusters Score -1.315563e+07 nChanged 83930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94134 members 
Mstep: Class 2 contains 81141 members 
Entering Unmasked Estep 
Score: -13204292.000000 Penalty: 5988.759277
	Iteration 1F: 3 clusters Score -1.320429e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97979 members 
Mstep: Class 2 contains 77296 members 
Entering Unmasked Estep 
Score: -13205754.000000 Penalty: 5988.759277
	Iteration 2Q: 3 clusters Score -1.320575e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103897 members 
Mstep: Class 2 contains 71378 members 
Entering Unmasked Estep 
Score: -13208117.000000 Penalty: 5988.759277
	Iteration 3Q: 3 clusters Score -1.320812e+07 nChanged 9422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113061 members 
Mstep: Class 2 contains 62214 members 
Entering Unmasked Estep 
Score: -13213019.000000 Penalty: 5988.759277
	Iteration 4F: 3 clusters Score -1.321302e+07 nChanged 13365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126342 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -13222575.000000 Penalty: 5988.759277
	Iteration 5F: 3 clusters Score -1.322258e+07 nChanged 16707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143015 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -13237712.000000 Penalty: 5988.759277
	Iteration 6F: 3 clusters Score -1.323771e+07 nChanged 16121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159122 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -13254421.000000 Penalty: 5988.759277
	Iteration 7F: 3 clusters Score -1.325442e+07 nChanged 10240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169358 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -13264901.000000 Penalty: 5988.759277
	Iteration 8F: 3 clusters Score -1.32649e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173416 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -13268892.000000 Penalty: 5988.759277
	Iteration 9Q: 3 clusters Score -1.326889e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174575 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -13270005.000000 Penalty: 5988.759277
	Iteration 10Q: 3 clusters Score -1.327e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174844 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -13270328.000000 Penalty: 5988.759277
	Iteration 11Q: 3 clusters Score -1.327033e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174932 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -13270458.000000 Penalty: 5988.759277
	Iteration 12Q: 3 clusters Score -1.327046e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174963 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -13270517.000000 Penalty: 5988.759277
	Iteration 13Q: 3 clusters Score -1.327052e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174981 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -13270573.000000 Penalty: 5988.759277
	Iteration 14Q: 3 clusters Score -1.327057e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174991 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -13270604.000000 Penalty: 5988.759277
	Iteration 15Q: 3 clusters Score -1.32706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174999 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -13270628.000000 Penalty: 5988.759277
	Iteration 16Q: 3 clusters Score -1.327063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175007 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -13270627.000000 Penalty: 5988.759277
	Iteration 17Q: 3 clusters Score -1.327063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175011 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -13270629.000000 Penalty: 5988.759277
	Iteration 18Q: 3 clusters Score -1.327063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175010 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -13270640.000000 Penalty: 5988.759277
	Iteration 19Q: 3 clusters Score -1.327064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175013 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -13270649.000000 Penalty: 5988.759277
	Iteration 20F: 3 clusters Score -1.327065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175011 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -13270654.000000 Penalty: 5988.759277
	Iteration 21Q: 3 clusters Score -1.327065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175011 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -13270657.000000 Penalty: 5988.759277
	Iteration 22Q: 3 clusters Score -1.327066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175010 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -13270658.000000 Penalty: 5988.759277
	Iteration 23Q: 3 clusters Score -1.327066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175009 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -13270661.000000 Penalty: 5988.759277
	Iteration 24Q: 3 clusters Score -1.327066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175008 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -13270658.000000 Penalty: 5988.759277
	Iteration 25Q: 3 clusters Score -1.327066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175004 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -13270677.000000 Penalty: 5988.759277
	Iteration 26Q: 3 clusters Score -1.327068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175004 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -13270677.000000 Penalty: 5988.759277
	Iteration 27F: 3 clusters Score -1.327068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -536415.875000 Penalty: 2196.734375
	Iteration 0F: 2 clusters Score -536415.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -530648.250000 Penalty: 4393.468750
	Iteration 0F: 3 clusters Score -530648.2 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -532194.187500 Penalty: 4393.468750
	Iteration 1F: 3 clusters Score -532194.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -532427.500000 Penalty: 4393.468750
	Iteration 2F: 3 clusters Score -532427.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -532563.687500 Penalty: 4393.468750
	Iteration 3Q: 3 clusters Score -532563.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -532659.500000 Penalty: 4393.468750
	Iteration 4Q: 3 clusters Score -532659.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -532736.812500 Penalty: 4393.468750
	Iteration 5Q: 3 clusters Score -532736.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -532807.562500 Penalty: 4393.468750
	Iteration 6Q: 3 clusters Score -532807.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -532860.687500 Penalty: 4393.468750
	Iteration 7Q: 3 clusters Score -532860.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -532916.187500 Penalty: 4393.468750
	Iteration 8Q: 3 clusters Score -532916.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -532981.062500 Penalty: 4393.468750
	Iteration 9Q: 3 clusters Score -532981.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -533060.625000 Penalty: 4393.468750
	Iteration 10Q: 3 clusters Score -533060.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -533162.187500 Penalty: 4393.468750
	Iteration 11Q: 3 clusters Score -533162.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -533288.375000 Penalty: 4393.468750
	Iteration 12Q: 3 clusters Score -533288.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -533395.937500 Penalty: 4393.468750
	Iteration 13Q: 3 clusters Score -533395.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -533503.437500 Penalty: 4393.468750
	Iteration 14Q: 3 clusters Score -533503.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -533613.250000 Penalty: 4393.468750
	Iteration 15Q: 3 clusters Score -533613.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -533716.937500 Penalty: 4393.468750
	Iteration 16Q: 3 clusters Score -533716.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -533817.437500 Penalty: 4393.468750
	Iteration 17Q: 3 clusters Score -533817.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -533918.750000 Penalty: 4393.468750
	Iteration 18Q: 3 clusters Score -533918.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -534026.562500 Penalty: 4393.468750
	Iteration 19Q: 3 clusters Score -534026.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -534132.562500 Penalty: 4393.468750
	Iteration 20F: 3 clusters Score -534132.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -534236.000000 Penalty: 4393.468750
	Iteration 21Q: 3 clusters Score -534236 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -534338.250000 Penalty: 4393.468750
	Iteration 22Q: 3 clusters Score -534338.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -534424.625000 Penalty: 4393.468750
	Iteration 23Q: 3 clusters Score -534424.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -534501.562500 Penalty: 4393.468750
	Iteration 24Q: 3 clusters Score -534501.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -534567.875000 Penalty: 4393.468750
	Iteration 25Q: 3 clusters Score -534567.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -534628.375000 Penalty: 4393.468750
	Iteration 26Q: 3 clusters Score -534628.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -534680.250000 Penalty: 4393.468750
	Iteration 27Q: 3 clusters Score -534680.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -534712.187500 Penalty: 4393.468750
	Iteration 28Q: 3 clusters Score -534712.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -534728.875000 Penalty: 4393.468750
	Iteration 29Q: 3 clusters Score -534728.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -534744.437500 Penalty: 4393.468750
	Iteration 30Q: 3 clusters Score -534744.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -534754.500000 Penalty: 4393.468750
	Iteration 31Q: 3 clusters Score -534754.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -534759.500000 Penalty: 4393.468750
	Iteration 32Q: 3 clusters Score -534759.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -534766.000000 Penalty: 4393.468750
	Iteration 33Q: 3 clusters Score -534766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -534770.500000 Penalty: 4393.468750
	Iteration 34Q: 3 clusters Score -534770.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -534774.375000 Penalty: 4393.468750
	Iteration 35Q: 3 clusters Score -534774.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -534776.500000 Penalty: 4393.468750
	Iteration 36Q: 3 clusters Score -534776.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -534779.000000 Penalty: 4393.468750
	Iteration 37Q: 3 clusters Score -534779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -534780.750000 Penalty: 4393.468750
	Iteration 38Q: 3 clusters Score -534780.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -534784.875000 Penalty: 4393.468750
	Iteration 39Q: 3 clusters Score -534784.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -534789.187500 Penalty: 4393.468750
	Iteration 40F: 3 clusters Score -534789.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -534794.125000 Penalty: 4393.468750
	Iteration 41Q: 3 clusters Score -534794.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -534797.125000 Penalty: 4393.468750
	Iteration 42Q: 3 clusters Score -534797.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -534797.812500 Penalty: 4393.468750
	Iteration 43Q: 3 clusters Score -534797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -534798.437500 Penalty: 4393.468750
	Iteration 44Q: 3 clusters Score -534798.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -534799.062500 Penalty: 4393.468750
	Iteration 45Q: 3 clusters Score -534799.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -534799.062500 Penalty: 4393.468750
	Iteration 46F: 3 clusters Score -534799.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Entering Unmasked Estep 
Score: -949539.625000 Penalty: 2336.710938
	Iteration 0F: 2 clusters Score -949539.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -940308.562500 Penalty: 4673.421875
	Iteration 0F: 3 clusters Score -940308.6 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -943087.812500 Penalty: 4673.421875
	Iteration 1F: 3 clusters Score -943087.8 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -943481.562500 Penalty: 4673.421875
	Iteration 2F: 3 clusters Score -943481.6 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -943792.000000 Penalty: 4673.421875
	Iteration 3F: 3 clusters Score -943792 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -944074.812500 Penalty: 4673.421875
	Iteration 4Q: 3 clusters Score -944074.8 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -944380.437500 Penalty: 4673.421875
	Iteration 5Q: 3 clusters Score -944380.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -944736.687500 Penalty: 4673.421875
	Iteration 6Q: 3 clusters Score -944736.7 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -945213.125000 Penalty: 4673.421875
	Iteration 7Q: 3 clusters Score -945213.1 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -945743.750000 Penalty: 4673.421875
	Iteration 8F: 3 clusters Score -945743.8 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -946292.437500 Penalty: 4673.421875
	Iteration 9F: 3 clusters Score -946292.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -946808.750000 Penalty: 4673.421875
	Iteration 10Q: 3 clusters Score -946808.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -947216.187500 Penalty: 4673.421875
	Iteration 11Q: 3 clusters Score -947216.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -947460.000000 Penalty: 4673.421875
	Iteration 12Q: 3 clusters Score -947460 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -947618.812500 Penalty: 4673.421875
	Iteration 13Q: 3 clusters Score -947618.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -947749.875000 Penalty: 4673.421875
	Iteration 14Q: 3 clusters Score -947749.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -947858.562500 Penalty: 4673.421875
	Iteration 15Q: 3 clusters Score -947858.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -947965.812500 Penalty: 4673.421875
	Iteration 16Q: 3 clusters Score -947965.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -948086.125000 Penalty: 4673.421875
	Iteration 17Q: 3 clusters Score -948086.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -948207.562500 Penalty: 4673.421875
	Iteration 18Q: 3 clusters Score -948207.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -948338.250000 Penalty: 4673.421875
	Iteration 19Q: 3 clusters Score -948338.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -948447.062500 Penalty: 4673.421875
	Iteration 20F: 3 clusters Score -948447.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -948543.000000 Penalty: 4673.421875
	Iteration 21Q: 3 clusters Score -948543 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -948616.437500 Penalty: 4673.421875
	Iteration 22Q: 3 clusters Score -948616.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -948655.812500 Penalty: 4673.421875
	Iteration 23Q: 3 clusters Score -948655.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -948683.000000 Penalty: 4673.421875
	Iteration 24Q: 3 clusters Score -948683 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -948701.687500 Penalty: 4673.421875
	Iteration 25Q: 3 clusters Score -948701.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -948716.625000 Penalty: 4673.421875
	Iteration 26Q: 3 clusters Score -948716.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -948719.875000 Penalty: 4673.421875
	Iteration 27Q: 3 clusters Score -948719.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -948724.937500 Penalty: 4673.421875
	Iteration 28Q: 3 clusters Score -948724.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -948730.000000 Penalty: 4673.421875
	Iteration 29Q: 3 clusters Score -948730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -948737.875000 Penalty: 4673.421875
	Iteration 30Q: 3 clusters Score -948737.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -948742.000000 Penalty: 4673.421875
	Iteration 31Q: 3 clusters Score -948742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -948746.500000 Penalty: 4673.421875
	Iteration 32Q: 3 clusters Score -948746.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -948751.187500 Penalty: 4673.421875
	Iteration 33Q: 3 clusters Score -948751.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -948754.625000 Penalty: 4673.421875
	Iteration 34Q: 3 clusters Score -948754.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -948750.250000 Penalty: 4673.421875
	Iteration 35Q: 3 clusters Score -948750.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -948752.562500 Penalty: 4673.421875
	Iteration 36Q: 3 clusters Score -948752.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -948753.562500 Penalty: 4673.421875
	Iteration 37Q: 3 clusters Score -948753.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -948754.937500 Penalty: 4673.421875
	Iteration 38Q: 3 clusters Score -948754.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -948756.937500 Penalty: 4673.421875
	Iteration 39Q: 3 clusters Score -948756.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -948756.625000 Penalty: 4673.421875
	Iteration 40F: 3 clusters Score -948756.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -948756.437500 Penalty: 4673.421875
	Iteration 41Q: 3 clusters Score -948756.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -948758.000000 Penalty: 4673.421875
	Iteration 42Q: 3 clusters Score -948758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -948755.500000 Penalty: 4673.421875
	Iteration 43Q: 3 clusters Score -948755.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -948757.437500 Penalty: 4673.421875
	Iteration 44Q: 3 clusters Score -948757.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -948757.437500 Penalty: 4673.421875
	Iteration 45Q: 3 clusters Score -948757.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -948757.437500 Penalty: 4673.421875
	Iteration 46F: 3 clusters Score -948757.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56853 members 
Entering Unmasked Estep 
Score: -4340977.000000 Penalty: 2715.159668
	Iteration 0F: 2 clusters Score -4340977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -4302942.000000 Penalty: 5430.319336
	Iteration 0F: 3 clusters Score -4302942 nChanged 26300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -4317916.500000 Penalty: 5430.319336
	Iteration 1F: 3 clusters Score -4317916 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -4318739.500000 Penalty: 5430.319336
	Iteration 2Q: 3 clusters Score -4318740 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -4319592.500000 Penalty: 5430.319336
	Iteration 3Q: 3 clusters Score -4319592 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -4320453.500000 Penalty: 5430.319336
	Iteration 4Q: 3 clusters Score -4320454 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -4321454.500000 Penalty: 5430.319336
	Iteration 5Q: 3 clusters Score -4321454 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -4322478.500000 Penalty: 5430.319336
	Iteration 6Q: 3 clusters Score -4322478 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -4323685.500000 Penalty: 5430.319336
	Iteration 7Q: 3 clusters Score -4323686 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -4325023.500000 Penalty: 5430.319336
	Iteration 8Q: 3 clusters Score -4325024 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -4326510.000000 Penalty: 5430.319336
	Iteration 9Q: 3 clusters Score -4326510 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -4328075.000000 Penalty: 5430.319336
	Iteration 10Q: 3 clusters Score -4328075 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -4329524.000000 Penalty: 5430.319336
	Iteration 11Q: 3 clusters Score -4329524 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -4331044.000000 Penalty: 5430.319336
	Iteration 12Q: 3 clusters Score -4331044 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -4332609.000000 Penalty: 5430.319336
	Iteration 13Q: 3 clusters Score -4332609 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -4334119.500000 Penalty: 5430.319336
	Iteration 14Q: 3 clusters Score -4334120 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -4335407.000000 Penalty: 5430.319336
	Iteration 15Q: 3 clusters Score -4335407 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 51363 members 
Entering Unmasked Estep 
Score: -4336475.500000 Penalty: 5430.319336
	Iteration 16Q: 3 clusters Score -4336476 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -4337246.500000 Penalty: 5430.319336
	Iteration 17Q: 3 clusters Score -4337246 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
Score: -4337775.000000 Penalty: 5430.319336
	Iteration 18Q: 3 clusters Score -4337775 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 54288 members 
Entering Unmasked Estep 
Score: -4338126.500000 Penalty: 5430.319336
	Iteration 19Q: 3 clusters Score -4338126 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 54727 members 
Entering Unmasked Estep 
Score: -4338336.000000 Penalty: 5430.319336
	Iteration 20F: 3 clusters Score -4338336 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
Score: -4338465.500000 Penalty: 5430.319336
	Iteration 21Q: 3 clusters Score -4338466 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 55200 members 
Entering Unmasked Estep 
Score: -4338558.000000 Penalty: 5430.319336
	Iteration 22Q: 3 clusters Score -4338558 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -4338626.500000 Penalty: 5430.319336
	Iteration 23Q: 3 clusters Score -4338626 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 55443 members 
Entering Unmasked Estep 
Score: -4338657.000000 Penalty: 5430.319336
	Iteration 24Q: 3 clusters Score -4338657 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 55510 members 
Entering Unmasked Estep 
Score: -4338690.500000 Penalty: 5430.319336
	Iteration 25Q: 3 clusters Score -4338690 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 55562 members 
Entering Unmasked Estep 
Score: -4338723.000000 Penalty: 5430.319336
	Iteration 26Q: 3 clusters Score -4338723 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -4338740.500000 Penalty: 5430.319336
	Iteration 27Q: 3 clusters Score -4338740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 55637 members 
Entering Unmasked Estep 
Score: -4338752.000000 Penalty: 5430.319336
	Iteration 28Q: 3 clusters Score -4338752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 55670 members 
Entering Unmasked Estep 
Score: -4338769.500000 Penalty: 5430.319336
	Iteration 29Q: 3 clusters Score -4338770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 55697 members 
Entering Unmasked Estep 
Score: -4338788.000000 Penalty: 5430.319336
	Iteration 30Q: 3 clusters Score -4338788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -4338788.000000 Penalty: 5430.319336
	Iteration 31Q: 3 clusters Score -4338788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 55743 members 
Entering Unmasked Estep 
Score: -4338795.500000 Penalty: 5430.319336
	Iteration 32Q: 3 clusters Score -4338796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -4338800.500000 Penalty: 5430.319336
	Iteration 33Q: 3 clusters Score -4338800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 55766 members 
Entering Unmasked Estep 
Score: -4338805.000000 Penalty: 5430.319336
	Iteration 34Q: 3 clusters Score -4338805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -4338810.500000 Penalty: 5430.319336
	Iteration 35Q: 3 clusters Score -4338810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -4338810.000000 Penalty: 5430.319336
	Iteration 36Q: 3 clusters Score -4338810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 55781 members 
Entering Unmasked Estep 
Score: -4338816.000000 Penalty: 5430.319336
	Iteration 37Q: 3 clusters Score -4338816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 55780 members 
Entering Unmasked Estep 
Score: -4338816.500000 Penalty: 5430.319336
	Iteration 38Q: 3 clusters Score -4338816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 55780 members 
Entering Unmasked Estep 
Score: -4338814.500000 Penalty: 5430.319336
	Iteration 39Q: 3 clusters Score -4338814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 55786 members 
Entering Unmasked Estep 
Score: -4338817.000000 Penalty: 5430.319336
	Iteration 40F: 3 clusters Score -4338817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 55792 members 
Entering Unmasked Estep 
Score: -4338824.500000 Penalty: 5430.319336
	Iteration 41Q: 3 clusters Score -4338824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 55792 members 
Entering Unmasked Estep 
Score: -4338824.000000 Penalty: 5430.319336
	Iteration 42Q: 3 clusters Score -4338824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 55794 members 
Entering Unmasked Estep 
Score: -4338827.000000 Penalty: 5430.319336
	Iteration 43Q: 3 clusters Score -4338827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 55798 members 
Entering Unmasked Estep 
Score: -4338831.000000 Penalty: 5430.319336
	Iteration 44Q: 3 clusters Score -4338831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 55803 members 
Entering Unmasked Estep 
Score: -4338831.000000 Penalty: 5430.319336
	Iteration 45Q: 3 clusters Score -4338831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -4338836.000000 Penalty: 5430.319336
	Iteration 46Q: 3 clusters Score -4338836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 55810 members 
Entering Unmasked Estep 
Score: -4338838.500000 Penalty: 5430.319336
	Iteration 47Q: 3 clusters Score -4338838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 55814 members 
Entering Unmasked Estep 
Score: -4338840.000000 Penalty: 5430.319336
	Iteration 48Q: 3 clusters Score -4338840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -4338836.500000 Penalty: 5430.319336
	Iteration 49Q: 3 clusters Score -4338836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 55818 members 
Entering Unmasked Estep 
Score: -4338836.500000 Penalty: 5430.319336
	Iteration 50Q: 3 clusters Score -4338836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -4338839.000000 Penalty: 5430.319336
	Iteration 51Q: 3 clusters Score -4338839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -4338843.000000 Penalty: 5430.319336
	Iteration 52Q: 3 clusters Score -4338843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 55826 members 
Entering Unmasked Estep 
Score: -4338837.000000 Penalty: 5430.319336
	Iteration 53Q: 3 clusters Score -4338837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 55823 members 
Entering Unmasked Estep 
Score: -4338841.500000 Penalty: 5430.319336
	Iteration 54Q: 3 clusters Score -4338842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 55826 members 
Entering Unmasked Estep 
Score: -4338839.500000 Penalty: 5430.319336
	Iteration 55Q: 3 clusters Score -4338840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 55828 members 
Entering Unmasked Estep 
Score: -4338838.500000 Penalty: 5430.319336
	Iteration 56Q: 3 clusters Score -4338838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 55831 members 
Entering Unmasked Estep 
Score: -4338840.000000 Penalty: 5430.319336
	Iteration 57Q: 3 clusters Score -4338840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 55834 members 
Entering Unmasked Estep 
Score: -4338844.000000 Penalty: 5430.319336
	Iteration 58Q: 3 clusters Score -4338844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 55837 members 
Entering Unmasked Estep 
Score: -4338846.000000 Penalty: 5430.319336
	Iteration 59Q: 3 clusters Score -4338846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 55837 members 
Entering Unmasked Estep 
Score: -4338846.000000 Penalty: 5430.319336
	Iteration 60F: 3 clusters Score -4338846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Entering Unmasked Estep 
Score: -350335.500000 Penalty: 2113.253906
	Iteration 0F: 2 clusters Score -350335.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -345827.218750 Penalty: 4226.507812
	Iteration 0F: 3 clusters Score -345827.2 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -346959.718750 Penalty: 4226.507812
	Iteration 1F: 3 clusters Score -346959.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -347256.093750 Penalty: 4226.507812
	Iteration 2F: 3 clusters Score -347256.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -347471.906250 Penalty: 4226.507812
	Iteration 3F: 3 clusters Score -347471.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -347648.562500 Penalty: 4226.507812
	Iteration 4F: 3 clusters Score -347648.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -347810.500000 Penalty: 4226.507812
	Iteration 5Q: 3 clusters Score -347810.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -347980.000000 Penalty: 4226.507812
	Iteration 6Q: 3 clusters Score -347980 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -348121.625000 Penalty: 4226.507812
	Iteration 7Q: 3 clusters Score -348121.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -348232.718750 Penalty: 4226.507812
	Iteration 8Q: 3 clusters Score -348232.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -348332.812500 Penalty: 4226.507812
	Iteration 9Q: 3 clusters Score -348332.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -348415.937500 Penalty: 4226.507812
	Iteration 10Q: 3 clusters Score -348415.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -348475.000000 Penalty: 4226.507812
	Iteration 11Q: 3 clusters Score -348475 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -348529.718750 Penalty: 4226.507812
	Iteration 12Q: 3 clusters Score -348529.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -348563.531250 Penalty: 4226.507812
	Iteration 13Q: 3 clusters Score -348563.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -348595.875000 Penalty: 4226.507812
	Iteration 14Q: 3 clusters Score -348595.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -348619.937500 Penalty: 4226.507812
	Iteration 15Q: 3 clusters Score -348619.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -348634.906250 Penalty: 4226.507812
	Iteration 16Q: 3 clusters Score -348634.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -348646.031250 Penalty: 4226.507812
	Iteration 17Q: 3 clusters Score -348646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -348655.250000 Penalty: 4226.507812
	Iteration 18Q: 3 clusters Score -348655.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -348660.062500 Penalty: 4226.507812
	Iteration 19Q: 3 clusters Score -348660.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -348664.281250 Penalty: 4226.507812
	Iteration 20F: 3 clusters Score -348664.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -348665.625000 Penalty: 4226.507812
	Iteration 21Q: 3 clusters Score -348665.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -348667.937500 Penalty: 4226.507812
	Iteration 22Q: 3 clusters Score -348667.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -348669.812500 Penalty: 4226.507812
	Iteration 23Q: 3 clusters Score -348669.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -348670.781250 Penalty: 4226.507812
	Iteration 24Q: 3 clusters Score -348670.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -348671.812500 Penalty: 4226.507812
	Iteration 25Q: 3 clusters Score -348671.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -348672.781250 Penalty: 4226.507812
	Iteration 26Q: 3 clusters Score -348672.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -348672.781250 Penalty: 4226.507812
	Iteration 27F: 3 clusters Score -348672.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Entering Unmasked Estep 
Score: -727621.875000 Penalty: 2285.648193
	Iteration 0F: 2 clusters Score -727621.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -719944.937500 Penalty: 4571.296387
	Iteration 0F: 3 clusters Score -719944.9 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -722294.750000 Penalty: 4571.296387
	Iteration 1F: 3 clusters Score -722294.8 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -722726.812500 Penalty: 4571.296387
	Iteration 2F: 3 clusters Score -722726.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -723043.062500 Penalty: 4571.296387
	Iteration 3F: 3 clusters Score -723043.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -723292.687500 Penalty: 4571.296387
	Iteration 4Q: 3 clusters Score -723292.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -723491.312500 Penalty: 4571.296387
	Iteration 5Q: 3 clusters Score -723491.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -723692.812500 Penalty: 4571.296387
	Iteration 6Q: 3 clusters Score -723692.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -723861.687500 Penalty: 4571.296387
	Iteration 7Q: 3 clusters Score -723861.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -724010.687500 Penalty: 4571.296387
	Iteration 8Q: 3 clusters Score -724010.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -724141.625000 Penalty: 4571.296387
	Iteration 9Q: 3 clusters Score -724141.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -724260.000000 Penalty: 4571.296387
	Iteration 10Q: 3 clusters Score -724260 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -724359.500000 Penalty: 4571.296387
	Iteration 11Q: 3 clusters Score -724359.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -724442.375000 Penalty: 4571.296387
	Iteration 12Q: 3 clusters Score -724442.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -724509.375000 Penalty: 4571.296387
	Iteration 13Q: 3 clusters Score -724509.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -724574.750000 Penalty: 4571.296387
	Iteration 14Q: 3 clusters Score -724574.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -724637.875000 Penalty: 4571.296387
	Iteration 15Q: 3 clusters Score -724637.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -724691.875000 Penalty: 4571.296387
	Iteration 16Q: 3 clusters Score -724691.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -724731.312500 Penalty: 4571.296387
	Iteration 17Q: 3 clusters Score -724731.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -724766.562500 Penalty: 4571.296387
	Iteration 18Q: 3 clusters Score -724766.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -724793.687500 Penalty: 4571.296387
	Iteration 19Q: 3 clusters Score -724793.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -724817.000000 Penalty: 4571.296387
	Iteration 20F: 3 clusters Score -724817 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -724845.687500 Penalty: 4571.296387
	Iteration 21Q: 3 clusters Score -724845.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -724863.812500 Penalty: 4571.296387
	Iteration 22Q: 3 clusters Score -724863.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -724888.312500 Penalty: 4571.296387
	Iteration 23Q: 3 clusters Score -724888.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -724918.812500 Penalty: 4571.296387
	Iteration 24Q: 3 clusters Score -724918.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -724948.187500 Penalty: 4571.296387
	Iteration 25Q: 3 clusters Score -724948.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -724980.625000 Penalty: 4571.296387
	Iteration 26Q: 3 clusters Score -724980.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -725012.000000 Penalty: 4571.296387
	Iteration 27Q: 3 clusters Score -725012 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -725045.500000 Penalty: 4571.296387
	Iteration 28Q: 3 clusters Score -725045.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -725079.937500 Penalty: 4571.296387
	Iteration 29Q: 3 clusters Score -725079.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -725127.437500 Penalty: 4571.296387
	Iteration 30Q: 3 clusters Score -725127.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -725178.625000 Penalty: 4571.296387
	Iteration 31Q: 3 clusters Score -725178.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -725243.562500 Penalty: 4571.296387
	Iteration 32Q: 3 clusters Score -725243.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -725328.062500 Penalty: 4571.296387
	Iteration 33Q: 3 clusters Score -725328.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -725405.125000 Penalty: 4571.296387
	Iteration 34Q: 3 clusters Score -725405.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -725478.937500 Penalty: 4571.296387
	Iteration 35Q: 3 clusters Score -725478.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -725543.437500 Penalty: 4571.296387
	Iteration 36Q: 3 clusters Score -725543.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -725592.312500 Penalty: 4571.296387
	Iteration 37Q: 3 clusters Score -725592.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -725639.187500 Penalty: 4571.296387
	Iteration 38Q: 3 clusters Score -725639.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -725675.562500 Penalty: 4571.296387
	Iteration 39Q: 3 clusters Score -725675.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -725703.625000 Penalty: 4571.296387
	Iteration 40F: 3 clusters Score -725703.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -725731.125000 Penalty: 4571.296387
	Iteration 41Q: 3 clusters Score -725731.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -725755.750000 Penalty: 4571.296387
	Iteration 42Q: 3 clusters Score -725755.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -725783.125000 Penalty: 4571.296387
	Iteration 43Q: 3 clusters Score -725783.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -725801.250000 Penalty: 4571.296387
	Iteration 44Q: 3 clusters Score -725801.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -725822.312500 Penalty: 4571.296387
	Iteration 45Q: 3 clusters Score -725822.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -725840.937500 Penalty: 4571.296387
	Iteration 46Q: 3 clusters Score -725840.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -725857.500000 Penalty: 4571.296387
	Iteration 47Q: 3 clusters Score -725857.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -725870.062500 Penalty: 4571.296387
	Iteration 48Q: 3 clusters Score -725870.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -725884.437500 Penalty: 4571.296387
	Iteration 49Q: 3 clusters Score -725884.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -725898.687500 Penalty: 4571.296387
	Iteration 50Q: 3 clusters Score -725898.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -725911.375000 Penalty: 4571.296387
	Iteration 51Q: 3 clusters Score -725911.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -725928.437500 Penalty: 4571.296387
	Iteration 52Q: 3 clusters Score -725928.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -725944.625000 Penalty: 4571.296387
	Iteration 53Q: 3 clusters Score -725944.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -725960.875000 Penalty: 4571.296387
	Iteration 54Q: 3 clusters Score -725960.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -725974.312500 Penalty: 4571.296387
	Iteration 55Q: 3 clusters Score -725974.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -725993.375000 Penalty: 4571.296387
	Iteration 56Q: 3 clusters Score -725993.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -726011.000000 Penalty: 4571.296387
	Iteration 57Q: 3 clusters Score -726011 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -726036.625000 Penalty: 4571.296387
	Iteration 58Q: 3 clusters Score -726036.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -726062.937500 Penalty: 4571.296387
	Iteration 59Q: 3 clusters Score -726062.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -726091.750000 Penalty: 4571.296387
	Iteration 60F: 3 clusters Score -726091.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -726119.937500 Penalty: 4571.296387
	Iteration 61Q: 3 clusters Score -726119.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -726148.312500 Penalty: 4571.296387
	Iteration 62Q: 3 clusters Score -726148.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -726170.125000 Penalty: 4571.296387
	Iteration 63Q: 3 clusters Score -726170.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -726188.937500 Penalty: 4571.296387
	Iteration 64Q: 3 clusters Score -726188.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -726196.187500 Penalty: 4571.296387
	Iteration 65Q: 3 clusters Score -726196.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -726209.437500 Penalty: 4571.296387
	Iteration 66Q: 3 clusters Score -726209.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -726220.687500 Penalty: 4571.296387
	Iteration 67Q: 3 clusters Score -726220.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -726229.062500 Penalty: 4571.296387
	Iteration 68Q: 3 clusters Score -726229.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -726237.125000 Penalty: 4571.296387
	Iteration 69Q: 3 clusters Score -726237.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -726245.187500 Penalty: 4571.296387
	Iteration 70Q: 3 clusters Score -726245.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -726251.937500 Penalty: 4571.296387
	Iteration 71Q: 3 clusters Score -726251.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -726258.125000 Penalty: 4571.296387
	Iteration 72Q: 3 clusters Score -726258.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -726267.625000 Penalty: 4571.296387
	Iteration 73Q: 3 clusters Score -726267.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -726275.375000 Penalty: 4571.296387
	Iteration 74Q: 3 clusters Score -726275.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -726286.375000 Penalty: 4571.296387
	Iteration 75Q: 3 clusters Score -726286.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -726295.062500 Penalty: 4571.296387
	Iteration 76Q: 3 clusters Score -726295.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -726298.937500 Penalty: 4571.296387
	Iteration 77Q: 3 clusters Score -726298.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -726305.875000 Penalty: 4571.296387
	Iteration 78Q: 3 clusters Score -726305.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -726315.000000 Penalty: 4571.296387
	Iteration 79Q: 3 clusters Score -726315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -726320.562500 Penalty: 4571.296387
	Iteration 80F: 3 clusters Score -726320.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -726323.625000 Penalty: 4571.296387
	Iteration 81Q: 3 clusters Score -726323.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -726326.312500 Penalty: 4571.296387
	Iteration 82Q: 3 clusters Score -726326.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -726328.250000 Penalty: 4571.296387
	Iteration 83Q: 3 clusters Score -726328.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -726330.500000 Penalty: 4571.296387
	Iteration 84Q: 3 clusters Score -726330.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -726332.562500 Penalty: 4571.296387
	Iteration 85Q: 3 clusters Score -726332.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -726336.062500 Penalty: 4571.296387
	Iteration 86Q: 3 clusters Score -726336.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -726340.187500 Penalty: 4571.296387
	Iteration 87Q: 3 clusters Score -726340.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -726346.187500 Penalty: 4571.296387
	Iteration 88Q: 3 clusters Score -726346.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -726349.875000 Penalty: 4571.296387
	Iteration 89Q: 3 clusters Score -726349.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -726355.187500 Penalty: 4571.296387
	Iteration 90Q: 3 clusters Score -726355.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -726360.625000 Penalty: 4571.296387
	Iteration 91Q: 3 clusters Score -726360.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -726366.625000 Penalty: 4571.296387
	Iteration 92Q: 3 clusters Score -726366.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -726375.312500 Penalty: 4571.296387
	Iteration 93Q: 3 clusters Score -726375.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -726381.812500 Penalty: 4571.296387
	Iteration 94Q: 3 clusters Score -726381.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -726388.687500 Penalty: 4571.296387
	Iteration 95Q: 3 clusters Score -726388.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -726393.875000 Penalty: 4571.296387
	Iteration 96Q: 3 clusters Score -726393.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -726397.250000 Penalty: 4571.296387
	Iteration 97Q: 3 clusters Score -726397.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -726400.562500 Penalty: 4571.296387
	Iteration 98Q: 3 clusters Score -726400.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -726402.687500 Penalty: 4571.296387
	Iteration 99Q: 3 clusters Score -726402.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -726403.437500 Penalty: 4571.296387
	Iteration 100F: 3 clusters Score -726403.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -726404.125000 Penalty: 4571.296387
	Iteration 101Q: 3 clusters Score -726404.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -726404.125000 Penalty: 4571.296387
	Iteration 102F: 3 clusters Score -726404.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Entering Unmasked Estep 
Score: -275398.125000 Penalty: 2048.922607
	Iteration 0F: 2 clusters Score -275398.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -271645.375000 Penalty: 4097.845215
	Iteration 0F: 3 clusters Score -271645.4 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -272578.468750 Penalty: 4097.845215
	Iteration 1F: 3 clusters Score -272578.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -272902.687500 Penalty: 4097.845215
	Iteration 2F: 3 clusters Score -272902.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -273110.812500 Penalty: 4097.845215
	Iteration 3F: 3 clusters Score -273110.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -273241.625000 Penalty: 4097.845215
	Iteration 4Q: 3 clusters Score -273241.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -273354.875000 Penalty: 4097.845215
	Iteration 5Q: 3 clusters Score -273354.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -273448.250000 Penalty: 4097.845215
	Iteration 6Q: 3 clusters Score -273448.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -273528.281250 Penalty: 4097.845215
	Iteration 7Q: 3 clusters Score -273528.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -273604.093750 Penalty: 4097.845215
	Iteration 8Q: 3 clusters Score -273604.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -273667.343750 Penalty: 4097.845215
	Iteration 9Q: 3 clusters Score -273667.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -273723.218750 Penalty: 4097.845215
	Iteration 10Q: 3 clusters Score -273723.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -273788.750000 Penalty: 4097.845215
	Iteration 11Q: 3 clusters Score -273788.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -273828.625000 Penalty: 4097.845215
	Iteration 12Q: 3 clusters Score -273828.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -273857.843750 Penalty: 4097.845215
	Iteration 13Q: 3 clusters Score -273857.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -273876.093750 Penalty: 4097.845215
	Iteration 14Q: 3 clusters Score -273876.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -273891.937500 Penalty: 4097.845215
	Iteration 15Q: 3 clusters Score -273891.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -273902.812500 Penalty: 4097.845215
	Iteration 16Q: 3 clusters Score -273902.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -273908.500000 Penalty: 4097.845215
	Iteration 17Q: 3 clusters Score -273908.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -273913.250000 Penalty: 4097.845215
	Iteration 18Q: 3 clusters Score -273913.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -273919.625000 Penalty: 4097.845215
	Iteration 19Q: 3 clusters Score -273919.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -273925.250000 Penalty: 4097.845215
	Iteration 20F: 3 clusters Score -273925.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -273930.031250 Penalty: 4097.845215
	Iteration 21Q: 3 clusters Score -273930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -273936.531250 Penalty: 4097.845215
	Iteration 22Q: 3 clusters Score -273936.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -273941.968750 Penalty: 4097.845215
	Iteration 23Q: 3 clusters Score -273942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -273945.968750 Penalty: 4097.845215
	Iteration 24Q: 3 clusters Score -273946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -273948.750000 Penalty: 4097.845215
	Iteration 25Q: 3 clusters Score -273948.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -273952.750000 Penalty: 4097.845215
	Iteration 26Q: 3 clusters Score -273952.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -273957.312500 Penalty: 4097.845215
	Iteration 27Q: 3 clusters Score -273957.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -273960.812500 Penalty: 4097.845215
	Iteration 28Q: 3 clusters Score -273960.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -273964.500000 Penalty: 4097.845215
	Iteration 29Q: 3 clusters Score -273964.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -273966.312500 Penalty: 4097.845215
	Iteration 30Q: 3 clusters Score -273966.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -273970.187500 Penalty: 4097.845215
	Iteration 31Q: 3 clusters Score -273970.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -273974.250000 Penalty: 4097.845215
	Iteration 32Q: 3 clusters Score -273974.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -273976.875000 Penalty: 4097.845215
	Iteration 33Q: 3 clusters Score -273976.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -273978.437500 Penalty: 4097.845215
	Iteration 34Q: 3 clusters Score -273978.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -273980.781250 Penalty: 4097.845215
	Iteration 35Q: 3 clusters Score -273980.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -273983.187500 Penalty: 4097.845215
	Iteration 36Q: 3 clusters Score -273983.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -273984.375000 Penalty: 4097.845215
	Iteration 37Q: 3 clusters Score -273984.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -273985.750000 Penalty: 4097.845215
	Iteration 38Q: 3 clusters Score -273985.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -273988.468750 Penalty: 4097.845215
	Iteration 39Q: 3 clusters Score -273988.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -273989.656250 Penalty: 4097.845215
	Iteration 40F: 3 clusters Score -273989.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -273991.281250 Penalty: 4097.845215
	Iteration 41Q: 3 clusters Score -273991.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -273991.937500 Penalty: 4097.845215
	Iteration 42Q: 3 clusters Score -273991.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -273993.406250 Penalty: 4097.845215
	Iteration 43Q: 3 clusters Score -273993.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -273995.250000 Penalty: 4097.845215
	Iteration 44Q: 3 clusters Score -273995.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -273996.000000 Penalty: 4097.845215
	Iteration 45Q: 3 clusters Score -273996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -273996.218750 Penalty: 4097.845215
	Iteration 46Q: 3 clusters Score -273996.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -273996.218750 Penalty: 4097.845215
	Iteration 47F: 3 clusters Score -273996.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Entering Unmasked Estep 
Score: -163045.109375 Penalty: 1937.369385
	Iteration 0F: 2 clusters Score -163045.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -160126.703125 Penalty: 3874.738770
	Iteration 0F: 3 clusters Score -160126.7 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -160761.703125 Penalty: 3874.738770
	Iteration 1F: 3 clusters Score -160761.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -160924.875000 Penalty: 3874.738770
	Iteration 2F: 3 clusters Score -160924.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -161027.453125 Penalty: 3874.738770
	Iteration 3Q: 3 clusters Score -161027.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -161102.171875 Penalty: 3874.738770
	Iteration 4Q: 3 clusters Score -161102.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -161143.421875 Penalty: 3874.738770
	Iteration 5Q: 3 clusters Score -161143.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -161191.937500 Penalty: 3874.738770
	Iteration 6Q: 3 clusters Score -161191.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -161225.250000 Penalty: 3874.738770
	Iteration 7Q: 3 clusters Score -161225.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -161244.265625 Penalty: 3874.738770
	Iteration 8Q: 3 clusters Score -161244.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -161267.093750 Penalty: 3874.738770
	Iteration 9Q: 3 clusters Score -161267.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -161295.343750 Penalty: 3874.738770
	Iteration 10Q: 3 clusters Score -161295.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -161323.656250 Penalty: 3874.738770
	Iteration 11Q: 3 clusters Score -161323.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -161348.031250 Penalty: 3874.738770
	Iteration 12Q: 3 clusters Score -161348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -161365.578125 Penalty: 3874.738770
	Iteration 13Q: 3 clusters Score -161365.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -161388.812500 Penalty: 3874.738770
	Iteration 14Q: 3 clusters Score -161388.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -161412.125000 Penalty: 3874.738770
	Iteration 15Q: 3 clusters Score -161412.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -161434.906250 Penalty: 3874.738770
	Iteration 16Q: 3 clusters Score -161434.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -161453.125000 Penalty: 3874.738770
	Iteration 17Q: 3 clusters Score -161453.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -161471.812500 Penalty: 3874.738770
	Iteration 18Q: 3 clusters Score -161471.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -161487.000000 Penalty: 3874.738770
	Iteration 19Q: 3 clusters Score -161487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -161496.890625 Penalty: 3874.738770
	Iteration 20F: 3 clusters Score -161496.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -161509.812500 Penalty: 3874.738770
	Iteration 21Q: 3 clusters Score -161509.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -161524.437500 Penalty: 3874.738770
	Iteration 22Q: 3 clusters Score -161524.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -161553.906250 Penalty: 3874.738770
	Iteration 23Q: 3 clusters Score -161553.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -161594.562500 Penalty: 3874.738770
	Iteration 24Q: 3 clusters Score -161594.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -161625.781250 Penalty: 3874.738770
	Iteration 25Q: 3 clusters Score -161625.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -161659.406250 Penalty: 3874.738770
	Iteration 26Q: 3 clusters Score -161659.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -161693.406250 Penalty: 3874.738770
	Iteration 27Q: 3 clusters Score -161693.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -161733.171875 Penalty: 3874.738770
	Iteration 28Q: 3 clusters Score -161733.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -161781.359375 Penalty: 3874.738770
	Iteration 29Q: 3 clusters Score -161781.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -161857.828125 Penalty: 3874.738770
	Iteration 30Q: 3 clusters Score -161857.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -161933.328125 Penalty: 3874.738770
	Iteration 31Q: 3 clusters Score -161933.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -161979.468750 Penalty: 3874.738770
	Iteration 32Q: 3 clusters Score -161979.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -162022.984375 Penalty: 3874.738770
	Iteration 33Q: 3 clusters Score -162023 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -162063.890625 Penalty: 3874.738770
	Iteration 34Q: 3 clusters Score -162063.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -162108.203125 Penalty: 3874.738770
	Iteration 35Q: 3 clusters Score -162108.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -162131.984375 Penalty: 3874.738770
	Iteration 36Q: 3 clusters Score -162132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -162151.609375 Penalty: 3874.738770
	Iteration 37Q: 3 clusters Score -162151.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -162158.031250 Penalty: 3874.738770
	Iteration 38Q: 3 clusters Score -162158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -162167.671875 Penalty: 3874.738770
	Iteration 39Q: 3 clusters Score -162167.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -162179.718750 Penalty: 3874.738770
	Iteration 40F: 3 clusters Score -162179.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -162193.218750 Penalty: 3874.738770
	Iteration 41Q: 3 clusters Score -162193.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -162204.218750 Penalty: 3874.738770
	Iteration 42Q: 3 clusters Score -162204.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -162219.750000 Penalty: 3874.738770
	Iteration 43Q: 3 clusters Score -162219.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -162241.953125 Penalty: 3874.738770
	Iteration 44Q: 3 clusters Score -162242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -162251.312500 Penalty: 3874.738770
	Iteration 45Q: 3 clusters Score -162251.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -162257.781250 Penalty: 3874.738770
	Iteration 46Q: 3 clusters Score -162257.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -162259.328125 Penalty: 3874.738770
	Iteration 47Q: 3 clusters Score -162259.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -162260.156250 Penalty: 3874.738770
	Iteration 48Q: 3 clusters Score -162260.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -162260.156250 Penalty: 3874.738770
	Iteration 49F: 3 clusters Score -162260.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -544169.062500 Penalty: 2208.146240
	Iteration 0F: 2 clusters Score -544169.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -538208.687500 Penalty: 4416.292480
	Iteration 0F: 3 clusters Score -538208.7 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -539907.500000 Penalty: 4416.292480
	Iteration 1F: 3 clusters Score -539907.5 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -540332.375000 Penalty: 4416.292480
	Iteration 2F: 3 clusters Score -540332.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -540767.625000 Penalty: 4416.292480
	Iteration 3F: 3 clusters Score -540767.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -541218.375000 Penalty: 4416.292480
	Iteration 4F: 3 clusters Score -541218.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -541632.875000 Penalty: 4416.292480
	Iteration 5F: 3 clusters Score -541632.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -541952.375000 Penalty: 4416.292480
	Iteration 6F: 3 clusters Score -541952.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -542214.187500 Penalty: 4416.292480
	Iteration 7Q: 3 clusters Score -542214.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -542509.062500 Penalty: 4416.292480
	Iteration 8Q: 3 clusters Score -542509.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -542853.125000 Penalty: 4416.292480
	Iteration 9Q: 3 clusters Score -542853.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -543303.437500 Penalty: 4416.292480
	Iteration 10Q: 3 clusters Score -543303.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -543613.562500 Penalty: 4416.292480
	Iteration 11Q: 3 clusters Score -543613.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -543734.812500 Penalty: 4416.292480
	Iteration 12Q: 3 clusters Score -543734.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -543816.750000 Penalty: 4416.292480
	Iteration 13Q: 3 clusters Score -543816.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -543854.312500 Penalty: 4416.292480
	Iteration 14Q: 3 clusters Score -543854.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -543872.875000 Penalty: 4416.292480
	Iteration 15Q: 3 clusters Score -543872.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -543882.812500 Penalty: 4416.292480
	Iteration 16Q: 3 clusters Score -543882.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -543889.312500 Penalty: 4416.292480
	Iteration 17Q: 3 clusters Score -543889.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -543892.687500 Penalty: 4416.292480
	Iteration 18Q: 3 clusters Score -543892.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -543895.062500 Penalty: 4416.292480
	Iteration 19Q: 3 clusters Score -543895.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -543896.250000 Penalty: 4416.292480
	Iteration 20F: 3 clusters Score -543896.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -543897.187500 Penalty: 4416.292480
	Iteration 21Q: 3 clusters Score -543897.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -543899.250000 Penalty: 4416.292480
	Iteration 22Q: 3 clusters Score -543899.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -543900.500000 Penalty: 4416.292480
	Iteration 23Q: 3 clusters Score -543900.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -543902.500000 Penalty: 4416.292480
	Iteration 24Q: 3 clusters Score -543902.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -543903.875000 Penalty: 4416.292480
	Iteration 25Q: 3 clusters Score -543903.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -543906.062500 Penalty: 4416.292480
	Iteration 26Q: 3 clusters Score -543906.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -543906.187500 Penalty: 4416.292480
	Iteration 27Q: 3 clusters Score -543906.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -543906.062500 Penalty: 4416.292480
	Iteration 28Q: 3 clusters Score -543906.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -543906.187500 Penalty: 4416.292480
	Iteration 29Q: 3 clusters Score -543906.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -543904.875000 Penalty: 4416.292480
	Iteration 30Q: 3 clusters Score -543904.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -543906.187500 Penalty: 4416.292480
	Iteration 31Q: 3 clusters Score -543906.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -543907.062500 Penalty: 4416.292480
	Iteration 32Q: 3 clusters Score -543907.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -543907.500000 Penalty: 4416.292480
	Iteration 33Q: 3 clusters Score -543907.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -543907.000000 Penalty: 4416.292480
	Iteration 34Q: 3 clusters Score -543907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -543906.375000 Penalty: 4416.292480
	Iteration 35Q: 3 clusters Score -543906.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -543906.375000 Penalty: 4416.292480
	Iteration 36F: 3 clusters Score -543906.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (206684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206684 members 
Entering Unmasked Estep 
Score: -15462673.000000 Penalty: 3035.258545
	Iteration 0F: 2 clusters Score -1.546267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103540 members 
Mstep: Class 2 contains 103144 members 
Entering Unmasked Estep 
Score: -15324261.000000 Penalty: 6070.517090
	Iteration 0F: 3 clusters Score -1.532426e+07 nChanged 99347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105521 members 
Mstep: Class 2 contains 101163 members 
Entering Unmasked Estep 
Score: -15382678.000000 Penalty: 6070.517090
	Iteration 1F: 3 clusters Score -1.538268e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106473 members 
Mstep: Class 2 contains 100211 members 
Entering Unmasked Estep 
Score: -15384131.000000 Penalty: 6070.517090
	Iteration 2Q: 3 clusters Score -1.538413e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107970 members 
Mstep: Class 2 contains 98714 members 
Entering Unmasked Estep 
Score: -15386018.000000 Penalty: 6070.517090
	Iteration 3Q: 3 clusters Score -1.538602e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110257 members 
Mstep: Class 2 contains 96427 members 
Entering Unmasked Estep 
Score: -15388848.000000 Penalty: 6070.517090
	Iteration 4Q: 3 clusters Score -1.538885e+07 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113735 members 
Mstep: Class 2 contains 92949 members 
Entering Unmasked Estep 
Score: -15393409.000000 Penalty: 6070.517090
	Iteration 5Q: 3 clusters Score -1.539341e+07 nChanged 10897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118482 members 
Mstep: Class 2 contains 88202 members 
Entering Unmasked Estep 
Score: -15399760.000000 Penalty: 6070.517090
	Iteration 6F: 3 clusters Score -1.539976e+07 nChanged 12008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124780 members 
Mstep: Class 2 contains 81904 members 
Entering Unmasked Estep 
Score: -15407519.000000 Penalty: 6070.517090
	Iteration 7F: 3 clusters Score -1.540752e+07 nChanged 12575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132377 members 
Mstep: Class 2 contains 74307 members 
Entering Unmasked Estep 
Score: -15415956.000000 Penalty: 6070.517090
	Iteration 8F: 3 clusters Score -1.541596e+07 nChanged 11834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140437 members 
Mstep: Class 2 contains 66247 members 
Entering Unmasked Estep 
Score: -15423479.000000 Penalty: 6070.517090
	Iteration 9F: 3 clusters Score -1.542348e+07 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148475 members 
Mstep: Class 2 contains 58209 members 
Entering Unmasked Estep 
Score: -15429525.000000 Penalty: 6070.517090
	Iteration 10F: 3 clusters Score -1.542952e+07 nChanged 9002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156267 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -15434699.000000 Penalty: 6070.517090
	Iteration 11Q: 3 clusters Score -1.54347e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163571 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -15438946.000000 Penalty: 6070.517090
	Iteration 12Q: 3 clusters Score -1.543895e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170335 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -15442847.000000 Penalty: 6070.517090
	Iteration 13Q: 3 clusters Score -1.544285e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176612 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -15446235.000000 Penalty: 6070.517090
	Iteration 14Q: 3 clusters Score -1.544624e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182309 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -15449430.000000 Penalty: 6070.517090
	Iteration 15Q: 3 clusters Score -1.544943e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187214 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -15452075.000000 Penalty: 6070.517090
	Iteration 16Q: 3 clusters Score -1.545208e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191368 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -15454358.000000 Penalty: 6070.517090
	Iteration 17Q: 3 clusters Score -1.545436e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194705 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -15456121.000000 Penalty: 6070.517090
	Iteration 18Q: 3 clusters Score -1.545612e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197267 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -15457445.000000 Penalty: 6070.517090
	Iteration 19Q: 3 clusters Score -1.545744e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199180 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -15458288.000000 Penalty: 6070.517090
	Iteration 20F: 3 clusters Score -1.545829e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200585 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -15458899.000000 Penalty: 6070.517090
	Iteration 21Q: 3 clusters Score -1.54589e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201581 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -15459271.000000 Penalty: 6070.517090
	Iteration 22Q: 3 clusters Score -1.545927e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202311 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -15459542.000000 Penalty: 6070.517090
	Iteration 23Q: 3 clusters Score -1.545954e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202863 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -15459733.000000 Penalty: 6070.517090
	Iteration 24Q: 3 clusters Score -1.545973e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203283 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -15459943.000000 Penalty: 6070.517090
	Iteration 25Q: 3 clusters Score -1.545994e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203575 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -15460082.000000 Penalty: 6070.517090
	Iteration 26Q: 3 clusters Score -1.546008e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203797 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -15460171.000000 Penalty: 6070.517090
	Iteration 27Q: 3 clusters Score -1.546017e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203965 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -15460220.000000 Penalty: 6070.517090
	Iteration 28Q: 3 clusters Score -1.546022e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204108 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -15460282.000000 Penalty: 6070.517090
	Iteration 29Q: 3 clusters Score -1.546028e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204218 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -15460334.000000 Penalty: 6070.517090
	Iteration 30Q: 3 clusters Score -1.546033e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204313 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -15460390.000000 Penalty: 6070.517090
	Iteration 31Q: 3 clusters Score -1.546039e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204399 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -15460446.000000 Penalty: 6070.517090
	Iteration 32Q: 3 clusters Score -1.546045e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204473 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -15460466.000000 Penalty: 6070.517090
	Iteration 33Q: 3 clusters Score -1.546047e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204541 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -15460450.000000 Penalty: 6070.517090
	Iteration 34Q: 3 clusters Score -1.546045e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204595 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -15460453.000000 Penalty: 6070.517090
	Iteration 35Q: 3 clusters Score -1.546045e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204626 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -15460502.000000 Penalty: 6070.517090
	Iteration 36Q: 3 clusters Score -1.54605e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204663 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -15460513.000000 Penalty: 6070.517090
	Iteration 37Q: 3 clusters Score -1.546051e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204684 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -15460539.000000 Penalty: 6070.517090
	Iteration 38Q: 3 clusters Score -1.546054e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204709 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -15460546.000000 Penalty: 6070.517090
	Iteration 39Q: 3 clusters Score -1.546055e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204733 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -15460567.000000 Penalty: 6070.517090
	Iteration 40F: 3 clusters Score -1.546057e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204747 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -15460567.000000 Penalty: 6070.517090
	Iteration 41Q: 3 clusters Score -1.546057e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204759 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -15460572.000000 Penalty: 6070.517090
	Iteration 42Q: 3 clusters Score -1.546057e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204773 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -15460571.000000 Penalty: 6070.517090
	Iteration 43Q: 3 clusters Score -1.546057e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204783 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -15460575.000000 Penalty: 6070.517090
	Iteration 44Q: 3 clusters Score -1.546058e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204792 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -15460571.000000 Penalty: 6070.517090
	Iteration 45Q: 3 clusters Score -1.546057e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204802 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -15460561.000000 Penalty: 6070.517090
	Iteration 46Q: 3 clusters Score -1.546056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204814 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -15460567.000000 Penalty: 6070.517090
	Iteration 47Q: 3 clusters Score -1.546057e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204827 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -15460560.000000 Penalty: 6070.517090
	Iteration 48Q: 3 clusters Score -1.546056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204834 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -15460550.000000 Penalty: 6070.517090
	Iteration 49Q: 3 clusters Score -1.546055e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204843 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -15460551.000000 Penalty: 6070.517090
	Iteration 50Q: 3 clusters Score -1.546055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204846 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -15460572.000000 Penalty: 6070.517090
	Iteration 51Q: 3 clusters Score -1.546057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204850 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -15460571.000000 Penalty: 6070.517090
	Iteration 52Q: 3 clusters Score -1.546057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204856 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -15460569.000000 Penalty: 6070.517090
	Iteration 53Q: 3 clusters Score -1.546057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204859 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -15460570.000000 Penalty: 6070.517090
	Iteration 54Q: 3 clusters Score -1.546057e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204867 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -15460582.000000 Penalty: 6070.517090
	Iteration 55Q: 3 clusters Score -1.546058e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204874 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -15460597.000000 Penalty: 6070.517090
	Iteration 56Q: 3 clusters Score -1.54606e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204882 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -15460594.000000 Penalty: 6070.517090
	Iteration 57Q: 3 clusters Score -1.546059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204891 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -15460591.000000 Penalty: 6070.517090
	Iteration 58Q: 3 clusters Score -1.546059e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204895 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -15460598.000000 Penalty: 6070.517090
	Iteration 59Q: 3 clusters Score -1.54606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204897 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -15460594.000000 Penalty: 6070.517090
	Iteration 60F: 3 clusters Score -1.546059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204901 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -15460598.000000 Penalty: 6070.517090
	Iteration 61Q: 3 clusters Score -1.54606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204906 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -15460602.000000 Penalty: 6070.517090
	Iteration 62Q: 3 clusters Score -1.54606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204909 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -15460605.000000 Penalty: 6070.517090
	Iteration 63Q: 3 clusters Score -1.54606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204909 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -15460605.000000 Penalty: 6070.517090
	Iteration 64Q: 3 clusters Score -1.54606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204909 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -15460605.000000 Penalty: 6070.517090
	Iteration 65F: 3 clusters Score -1.54606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Entering Unmasked Estep 
Score: -816787.062500 Penalty: 2309.732666
	Iteration 0F: 2 clusters Score -816787.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -808452.250000 Penalty: 4619.465332
	Iteration 0F: 3 clusters Score -808452.2 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -810905.312500 Penalty: 4619.465332
	Iteration 1F: 3 clusters Score -810905.3 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -811242.187500 Penalty: 4619.465332
	Iteration 2F: 3 clusters Score -811242.2 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -811504.312500 Penalty: 4619.465332
	Iteration 3F: 3 clusters Score -811504.3 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -811731.187500 Penalty: 4619.465332
	Iteration 4Q: 3 clusters Score -811731.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -811937.625000 Penalty: 4619.465332
	Iteration 5Q: 3 clusters Score -811937.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -812167.375000 Penalty: 4619.465332
	Iteration 6Q: 3 clusters Score -812167.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -812396.437500 Penalty: 4619.465332
	Iteration 7Q: 3 clusters Score -812396.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -812651.750000 Penalty: 4619.465332
	Iteration 8Q: 3 clusters Score -812651.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -812946.812500 Penalty: 4619.465332
	Iteration 9Q: 3 clusters Score -812946.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -813250.187500 Penalty: 4619.465332
	Iteration 10Q: 3 clusters Score -813250.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -813567.437500 Penalty: 4619.465332
	Iteration 11Q: 3 clusters Score -813567.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -813873.812500 Penalty: 4619.465332
	Iteration 12Q: 3 clusters Score -813873.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -814149.187500 Penalty: 4619.465332
	Iteration 13Q: 3 clusters Score -814149.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -814352.125000 Penalty: 4619.465332
	Iteration 14Q: 3 clusters Score -814352.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -814478.062500 Penalty: 4619.465332
	Iteration 15Q: 3 clusters Score -814478.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -814580.937500 Penalty: 4619.465332
	Iteration 16Q: 3 clusters Score -814580.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -814646.375000 Penalty: 4619.465332
	Iteration 17Q: 3 clusters Score -814646.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -814700.312500 Penalty: 4619.465332
	Iteration 18Q: 3 clusters Score -814700.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -814745.187500 Penalty: 4619.465332
	Iteration 19Q: 3 clusters Score -814745.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -814781.312500 Penalty: 4619.465332
	Iteration 20F: 3 clusters Score -814781.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -814812.750000 Penalty: 4619.465332
	Iteration 21Q: 3 clusters Score -814812.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -814836.187500 Penalty: 4619.465332
	Iteration 22Q: 3 clusters Score -814836.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -814857.375000 Penalty: 4619.465332
	Iteration 23Q: 3 clusters Score -814857.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -814878.625000 Penalty: 4619.465332
	Iteration 24Q: 3 clusters Score -814878.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -814894.937500 Penalty: 4619.465332
	Iteration 25Q: 3 clusters Score -814894.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -814905.500000 Penalty: 4619.465332
	Iteration 26Q: 3 clusters Score -814905.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -814915.250000 Penalty: 4619.465332
	Iteration 27Q: 3 clusters Score -814915.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -814920.875000 Penalty: 4619.465332
	Iteration 28Q: 3 clusters Score -814920.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -814926.562500 Penalty: 4619.465332
	Iteration 29Q: 3 clusters Score -814926.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -814932.500000 Penalty: 4619.465332
	Iteration 30Q: 3 clusters Score -814932.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -814936.062500 Penalty: 4619.465332
	Iteration 31Q: 3 clusters Score -814936.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -814936.500000 Penalty: 4619.465332
	Iteration 32Q: 3 clusters Score -814936.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -814940.062500 Penalty: 4619.465332
	Iteration 33Q: 3 clusters Score -814940.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -814940.125000 Penalty: 4619.465332
	Iteration 34Q: 3 clusters Score -814940.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -814940.500000 Penalty: 4619.465332
	Iteration 35Q: 3 clusters Score -814940.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -814942.625000 Penalty: 4619.465332
	Iteration 36Q: 3 clusters Score -814942.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -814942.625000 Penalty: 4619.465332
	Iteration 37F: 3 clusters Score -814942.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -65688.429688 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -65688.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -63768.132812 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -63768.13 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -64056.539062 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -64056.54 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -64170.027344 Penalty: 3412.160645
	Iteration 2F: 3 clusters Score -64170.03 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -64266.394531 Penalty: 3412.160645
	Iteration 3F: 3 clusters Score -64266.39 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -64329.078125 Penalty: 3412.160645
	Iteration 4Q: 3 clusters Score -64329.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -64377.847656 Penalty: 3412.160645
	Iteration 5Q: 3 clusters Score -64377.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -64426.246094 Penalty: 3412.160645
	Iteration 6Q: 3 clusters Score -64426.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -64471.375000 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -64471.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -64507.582031 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -64507.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -64533.066406 Penalty: 3412.160645
	Iteration 9Q: 3 clusters Score -64533.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -64550.070312 Penalty: 3412.160645
	Iteration 10Q: 3 clusters Score -64550.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -64571.312500 Penalty: 3412.160645
	Iteration 11Q: 3 clusters Score -64571.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -64584.257812 Penalty: 3412.160645
	Iteration 12Q: 3 clusters Score -64584.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -64590.406250 Penalty: 3412.160645
	Iteration 13Q: 3 clusters Score -64590.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -64597.945312 Penalty: 3412.160645
	Iteration 14Q: 3 clusters Score -64597.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -64601.855469 Penalty: 3412.160645
	Iteration 15Q: 3 clusters Score -64601.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -64603.527344 Penalty: 3412.160645
	Iteration 16Q: 3 clusters Score -64603.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -64607.140625 Penalty: 3412.160645
	Iteration 17Q: 3 clusters Score -64607.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -64611.132812 Penalty: 3412.160645
	Iteration 18Q: 3 clusters Score -64611.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -64611.925781 Penalty: 3412.160645
	Iteration 19Q: 3 clusters Score -64611.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -64611.925781 Penalty: 3412.160645
	Iteration 20F: 3 clusters Score -64611.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Entering Unmasked Estep 
Score: -2858265.500000 Penalty: 2616.312744
	Iteration 0F: 2 clusters Score -2858266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2832291.500000 Penalty: 5232.625488
	Iteration 0F: 3 clusters Score -2832292 nChanged 17402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -2841858.000000 Penalty: 5232.625488
	Iteration 1F: 3 clusters Score -2841858 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2842412.000000 Penalty: 5232.625488
	Iteration 2Q: 3 clusters Score -2842412 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2842936.750000 Penalty: 5232.625488
	Iteration 3Q: 3 clusters Score -2842937 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2843498.750000 Penalty: 5232.625488
	Iteration 4Q: 3 clusters Score -2843499 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2844238.250000 Penalty: 5232.625488
	Iteration 5Q: 3 clusters Score -2844238 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2845350.250000 Penalty: 5232.625488
	Iteration 6F: 3 clusters Score -2845350 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2847010.250000 Penalty: 5232.625488
	Iteration 7F: 3 clusters Score -2847010 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2849025.250000 Penalty: 5232.625488
	Iteration 8F: 3 clusters Score -2849025 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2851017.500000 Penalty: 5232.625488
	Iteration 9F: 3 clusters Score -2851018 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -2852622.750000 Penalty: 5232.625488
	Iteration 10F: 3 clusters Score -2852623 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2853725.250000 Penalty: 5232.625488
	Iteration 11Q: 3 clusters Score -2853725 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2854433.000000 Penalty: 5232.625488
	Iteration 12Q: 3 clusters Score -2854433 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2854961.250000 Penalty: 5232.625488
	Iteration 13Q: 3 clusters Score -2854961 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2855431.750000 Penalty: 5232.625488
	Iteration 14Q: 3 clusters Score -2855432 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2855900.000000 Penalty: 5232.625488
	Iteration 15Q: 3 clusters Score -2855900 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -2856298.250000 Penalty: 5232.625488
	Iteration 16Q: 3 clusters Score -2856298 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2856598.000000 Penalty: 5232.625488
	Iteration 17Q: 3 clusters Score -2856598 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2856793.250000 Penalty: 5232.625488
	Iteration 18Q: 3 clusters Score -2856793 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2856959.500000 Penalty: 5232.625488
	Iteration 19Q: 3 clusters Score -2856960 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2857089.750000 Penalty: 5232.625488
	Iteration 20F: 3 clusters Score -2857090 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2857200.000000 Penalty: 5232.625488
	Iteration 21Q: 3 clusters Score -2857200 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2857258.500000 Penalty: 5232.625488
	Iteration 22Q: 3 clusters Score -2857258 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2857305.000000 Penalty: 5232.625488
	Iteration 23Q: 3 clusters Score -2857305 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2857346.500000 Penalty: 5232.625488
	Iteration 24Q: 3 clusters Score -2857346 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2857359.000000 Penalty: 5232.625488
	Iteration 25Q: 3 clusters Score -2857359 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2857362.750000 Penalty: 5232.625488
	Iteration 26Q: 3 clusters Score -2857363 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2857374.500000 Penalty: 5232.625488
	Iteration 27Q: 3 clusters Score -2857374 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2857399.000000 Penalty: 5232.625488
	Iteration 28Q: 3 clusters Score -2857399 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2857401.750000 Penalty: 5232.625488
	Iteration 29Q: 3 clusters Score -2857402 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2857411.500000 Penalty: 5232.625488
	Iteration 30Q: 3 clusters Score -2857412 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2857418.500000 Penalty: 5232.625488
	Iteration 31Q: 3 clusters Score -2857418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2857407.750000 Penalty: 5232.625488
	Iteration 32Q: 3 clusters Score -2857408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2857414.250000 Penalty: 5232.625488
	Iteration 33Q: 3 clusters Score -2857414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -2857417.500000 Penalty: 5232.625488
	Iteration 34Q: 3 clusters Score -2857418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2857413.750000 Penalty: 5232.625488
	Iteration 35Q: 3 clusters Score -2857414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2857412.250000 Penalty: 5232.625488
	Iteration 36Q: 3 clusters Score -2857412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2857417.500000 Penalty: 5232.625488
	Iteration 37Q: 3 clusters Score -2857418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2857421.000000 Penalty: 5232.625488
	Iteration 38Q: 3 clusters Score -2857421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2857420.750000 Penalty: 5232.625488
	Iteration 39Q: 3 clusters Score -2857421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2857426.250000 Penalty: 5232.625488
	Iteration 40F: 3 clusters Score -2857426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2857424.000000 Penalty: 5232.625488
	Iteration 41Q: 3 clusters Score -2857424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2857426.500000 Penalty: 5232.625488
	Iteration 42Q: 3 clusters Score -2857426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2857421.750000 Penalty: 5232.625488
	Iteration 43Q: 3 clusters Score -2857422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2857421.750000 Penalty: 5232.625488
	Iteration 44F: 3 clusters Score -2857422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Entering Unmasked Estep 
Score: -750105.312500 Penalty: 2291.831787
	Iteration 0F: 2 clusters Score -750105.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -742241.750000 Penalty: 4583.663574
	Iteration 0F: 3 clusters Score -742241.8 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -744653.125000 Penalty: 4583.663574
	Iteration 1F: 3 clusters Score -744653.1 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -745097.125000 Penalty: 4583.663574
	Iteration 2F: 3 clusters Score -745097.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -745498.250000 Penalty: 4583.663574
	Iteration 3F: 3 clusters Score -745498.2 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -745869.437500 Penalty: 4583.663574
	Iteration 4F: 3 clusters Score -745869.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -746256.875000 Penalty: 4583.663574
	Iteration 5F: 3 clusters Score -746256.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -746639.500000 Penalty: 4583.663574
	Iteration 6F: 3 clusters Score -746639.5 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -747005.750000 Penalty: 4583.663574
	Iteration 7Q: 3 clusters Score -747005.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -747285.125000 Penalty: 4583.663574
	Iteration 8Q: 3 clusters Score -747285.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -747521.125000 Penalty: 4583.663574
	Iteration 9Q: 3 clusters Score -747521.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -747684.812500 Penalty: 4583.663574
	Iteration 10Q: 3 clusters Score -747684.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -747817.562500 Penalty: 4583.663574
	Iteration 11Q: 3 clusters Score -747817.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -747911.187500 Penalty: 4583.663574
	Iteration 12Q: 3 clusters Score -747911.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -748005.875000 Penalty: 4583.663574
	Iteration 13Q: 3 clusters Score -748005.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -748072.750000 Penalty: 4583.663574
	Iteration 14Q: 3 clusters Score -748072.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -748143.375000 Penalty: 4583.663574
	Iteration 15Q: 3 clusters Score -748143.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -748204.312500 Penalty: 4583.663574
	Iteration 16Q: 3 clusters Score -748204.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -748259.125000 Penalty: 4583.663574
	Iteration 17Q: 3 clusters Score -748259.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -748316.437500 Penalty: 4583.663574
	Iteration 18Q: 3 clusters Score -748316.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -748358.375000 Penalty: 4583.663574
	Iteration 19Q: 3 clusters Score -748358.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -748411.312500 Penalty: 4583.663574
	Iteration 20F: 3 clusters Score -748411.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -748450.812500 Penalty: 4583.663574
	Iteration 21Q: 3 clusters Score -748450.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -748474.500000 Penalty: 4583.663574
	Iteration 22Q: 3 clusters Score -748474.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -748484.312500 Penalty: 4583.663574
	Iteration 23Q: 3 clusters Score -748484.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -748489.187500 Penalty: 4583.663574
	Iteration 24Q: 3 clusters Score -748489.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -748492.437500 Penalty: 4583.663574
	Iteration 25Q: 3 clusters Score -748492.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -748493.687500 Penalty: 4583.663574
	Iteration 26Q: 3 clusters Score -748493.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -748498.375000 Penalty: 4583.663574
	Iteration 27Q: 3 clusters Score -748498.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -748500.562500 Penalty: 4583.663574
	Iteration 28Q: 3 clusters Score -748500.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -748502.250000 Penalty: 4583.663574
	Iteration 29Q: 3 clusters Score -748502.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -748503.062500 Penalty: 4583.663574
	Iteration 30Q: 3 clusters Score -748503.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -748504.875000 Penalty: 4583.663574
	Iteration 31Q: 3 clusters Score -748504.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -748506.250000 Penalty: 4583.663574
	Iteration 32Q: 3 clusters Score -748506.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -748506.250000 Penalty: 4583.663574
	Iteration 33F: 3 clusters Score -748506.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Entering Unmasked Estep 
Score: -1082409.375000 Penalty: 2377.233887
	Iteration 0F: 2 clusters Score -1082409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1071835.125000 Penalty: 4754.467773
	Iteration 0F: 3 clusters Score -1071835 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1075318.625000 Penalty: 4754.467773
	Iteration 1F: 3 clusters Score -1075319 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1075973.000000 Penalty: 4754.467773
	Iteration 2F: 3 clusters Score -1075973 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1076613.125000 Penalty: 4754.467773
	Iteration 3F: 3 clusters Score -1076613 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1077227.000000 Penalty: 4754.467773
	Iteration 4F: 3 clusters Score -1077227 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1077809.750000 Penalty: 4754.467773
	Iteration 5F: 3 clusters Score -1077810 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1078349.625000 Penalty: 4754.467773
	Iteration 6F: 3 clusters Score -1078350 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1078763.500000 Penalty: 4754.467773
	Iteration 7F: 3 clusters Score -1078764 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1079061.625000 Penalty: 4754.467773
	Iteration 8Q: 3 clusters Score -1079062 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1079314.125000 Penalty: 4754.467773
	Iteration 9Q: 3 clusters Score -1079314 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1079551.750000 Penalty: 4754.467773
	Iteration 10Q: 3 clusters Score -1079552 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1079755.250000 Penalty: 4754.467773
	Iteration 11Q: 3 clusters Score -1079755 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1079948.500000 Penalty: 4754.467773
	Iteration 12Q: 3 clusters Score -1079948 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1080112.000000 Penalty: 4754.467773
	Iteration 13Q: 3 clusters Score -1080112 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1080252.125000 Penalty: 4754.467773
	Iteration 14Q: 3 clusters Score -1080252 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1080356.375000 Penalty: 4754.467773
	Iteration 15Q: 3 clusters Score -1080356 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1080445.375000 Penalty: 4754.467773
	Iteration 16Q: 3 clusters Score -1080445 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1080548.250000 Penalty: 4754.467773
	Iteration 17Q: 3 clusters Score -1080548 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1080620.250000 Penalty: 4754.467773
	Iteration 18Q: 3 clusters Score -1080620 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1080677.375000 Penalty: 4754.467773
	Iteration 19Q: 3 clusters Score -1080677 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1080739.000000 Penalty: 4754.467773
	Iteration 20F: 3 clusters Score -1080739 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1080801.000000 Penalty: 4754.467773
	Iteration 21Q: 3 clusters Score -1080801 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1080859.375000 Penalty: 4754.467773
	Iteration 22Q: 3 clusters Score -1080859 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1080921.500000 Penalty: 4754.467773
	Iteration 23Q: 3 clusters Score -1080922 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1080979.875000 Penalty: 4754.467773
	Iteration 24Q: 3 clusters Score -1080980 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1081022.375000 Penalty: 4754.467773
	Iteration 25Q: 3 clusters Score -1081022 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1081067.375000 Penalty: 4754.467773
	Iteration 26Q: 3 clusters Score -1081067 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1081112.750000 Penalty: 4754.467773
	Iteration 27Q: 3 clusters Score -1081113 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1081162.250000 Penalty: 4754.467773
	Iteration 28Q: 3 clusters Score -1081162 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1081203.125000 Penalty: 4754.467773
	Iteration 29Q: 3 clusters Score -1081203 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1081235.250000 Penalty: 4754.467773
	Iteration 30Q: 3 clusters Score -1081235 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1081264.250000 Penalty: 4754.467773
	Iteration 31Q: 3 clusters Score -1081264 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1081287.000000 Penalty: 4754.467773
	Iteration 32Q: 3 clusters Score -1081287 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1081304.750000 Penalty: 4754.467773
	Iteration 33Q: 3 clusters Score -1081305 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1081319.375000 Penalty: 4754.467773
	Iteration 34Q: 3 clusters Score -1081319 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1081328.250000 Penalty: 4754.467773
	Iteration 35Q: 3 clusters Score -1081328 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1081336.375000 Penalty: 4754.467773
	Iteration 36Q: 3 clusters Score -1081336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1081344.875000 Penalty: 4754.467773
	Iteration 37Q: 3 clusters Score -1081345 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1081350.625000 Penalty: 4754.467773
	Iteration 38Q: 3 clusters Score -1081351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1081353.500000 Penalty: 4754.467773
	Iteration 39Q: 3 clusters Score -1081354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1081356.875000 Penalty: 4754.467773
	Iteration 40F: 3 clusters Score -1081357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1081358.250000 Penalty: 4754.467773
	Iteration 41Q: 3 clusters Score -1081358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1081361.125000 Penalty: 4754.467773
	Iteration 42Q: 3 clusters Score -1081361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1081361.500000 Penalty: 4754.467773
	Iteration 43Q: 3 clusters Score -1081362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1081363.250000 Penalty: 4754.467773
	Iteration 44Q: 3 clusters Score -1081363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1081362.375000 Penalty: 4754.467773
	Iteration 45Q: 3 clusters Score -1081362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1081363.500000 Penalty: 4754.467773
	Iteration 46Q: 3 clusters Score -1081364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1081365.125000 Penalty: 4754.467773
	Iteration 47Q: 3 clusters Score -1081365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1081366.250000 Penalty: 4754.467773
	Iteration 48Q: 3 clusters Score -1081366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1081365.750000 Penalty: 4754.467773
	Iteration 49Q: 3 clusters Score -1081366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1081366.250000 Penalty: 4754.467773
	Iteration 50Q: 3 clusters Score -1081366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1081366.250000 Penalty: 4754.467773
	Iteration 51F: 3 clusters Score -1081366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (48396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Entering Unmasked Estep 
Score: -3677518.000000 Penalty: 2675.218750
	Iteration 0F: 2 clusters Score -3677518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -3644813.000000 Penalty: 5350.437500
	Iteration 0F: 3 clusters Score -3644813 nChanged 22349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -3657322.750000 Penalty: 5350.437500
	Iteration 1F: 3 clusters Score -3657323 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -3657919.000000 Penalty: 5350.437500
	Iteration 2Q: 3 clusters Score -3657919 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -3658399.250000 Penalty: 5350.437500
	Iteration 3Q: 3 clusters Score -3658399 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -3658850.250000 Penalty: 5350.437500
	Iteration 4Q: 3 clusters Score -3658850 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -3659298.750000 Penalty: 5350.437500
	Iteration 5Q: 3 clusters Score -3659299 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3659843.000000 Penalty: 5350.437500
	Iteration 6Q: 3 clusters Score -3659843 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -3660503.000000 Penalty: 5350.437500
	Iteration 7Q: 3 clusters Score -3660503 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -3661380.250000 Penalty: 5350.437500
	Iteration 8Q: 3 clusters Score -3661380 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -3662566.250000 Penalty: 5350.437500
	Iteration 9Q: 3 clusters Score -3662566 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -3663991.750000 Penalty: 5350.437500
	Iteration 10Q: 3 clusters Score -3663992 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -3665410.500000 Penalty: 5350.437500
	Iteration 11Q: 3 clusters Score -3665410 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -3666672.000000 Penalty: 5350.437500
	Iteration 12Q: 3 clusters Score -3666672 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -3667612.500000 Penalty: 5350.437500
	Iteration 13Q: 3 clusters Score -3667612 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -3668142.000000 Penalty: 5350.437500
	Iteration 14Q: 3 clusters Score -3668142 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -3668430.500000 Penalty: 5350.437500
	Iteration 15Q: 3 clusters Score -3668430 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -3668627.250000 Penalty: 5350.437500
	Iteration 16Q: 3 clusters Score -3668627 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -3668794.500000 Penalty: 5350.437500
	Iteration 17Q: 3 clusters Score -3668794 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -3668939.500000 Penalty: 5350.437500
	Iteration 18Q: 3 clusters Score -3668940 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -3669092.000000 Penalty: 5350.437500
	Iteration 19Q: 3 clusters Score -3669092 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -3669196.000000 Penalty: 5350.437500
	Iteration 20F: 3 clusters Score -3669196 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -3669320.500000 Penalty: 5350.437500
	Iteration 21Q: 3 clusters Score -3669320 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -3669453.750000 Penalty: 5350.437500
	Iteration 22Q: 3 clusters Score -3669454 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -3669611.000000 Penalty: 5350.437500
	Iteration 23Q: 3 clusters Score -3669611 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -3669821.500000 Penalty: 5350.437500
	Iteration 24Q: 3 clusters Score -3669822 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -3669983.500000 Penalty: 5350.437500
	Iteration 25Q: 3 clusters Score -3669984 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -3670186.750000 Penalty: 5350.437500
	Iteration 26Q: 3 clusters Score -3670187 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -3670379.000000 Penalty: 5350.437500
	Iteration 27Q: 3 clusters Score -3670379 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -3670564.250000 Penalty: 5350.437500
	Iteration 28Q: 3 clusters Score -3670564 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -3670751.250000 Penalty: 5350.437500
	Iteration 29Q: 3 clusters Score -3670751 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -3670931.000000 Penalty: 5350.437500
	Iteration 30Q: 3 clusters Score -3670931 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -3671136.000000 Penalty: 5350.437500
	Iteration 31Q: 3 clusters Score -3671136 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -3671337.250000 Penalty: 5350.437500
	Iteration 32Q: 3 clusters Score -3671337 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -3671543.750000 Penalty: 5350.437500
	Iteration 33Q: 3 clusters Score -3671544 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -3671759.000000 Penalty: 5350.437500
	Iteration 34Q: 3 clusters Score -3671759 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -3672002.500000 Penalty: 5350.437500
	Iteration 35Q: 3 clusters Score -3672002 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -3672251.000000 Penalty: 5350.437500
	Iteration 36Q: 3 clusters Score -3672251 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -3672511.000000 Penalty: 5350.437500
	Iteration 37Q: 3 clusters Score -3672511 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -3672771.500000 Penalty: 5350.437500
	Iteration 38Q: 3 clusters Score -3672772 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -3673028.500000 Penalty: 5350.437500
	Iteration 39Q: 3 clusters Score -3673028 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -3673302.000000 Penalty: 5350.437500
	Iteration 40F: 3 clusters Score -3673302 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -3673542.000000 Penalty: 5350.437500
	Iteration 41Q: 3 clusters Score -3673542 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -3673787.250000 Penalty: 5350.437500
	Iteration 42Q: 3 clusters Score -3673787 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -3673995.250000 Penalty: 5350.437500
	Iteration 43Q: 3 clusters Score -3673995 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -3674198.500000 Penalty: 5350.437500
	Iteration 44Q: 3 clusters Score -3674198 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -3674390.250000 Penalty: 5350.437500
	Iteration 45Q: 3 clusters Score -3674390 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -3674544.750000 Penalty: 5350.437500
	Iteration 46Q: 3 clusters Score -3674545 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -3674655.000000 Penalty: 5350.437500
	Iteration 47Q: 3 clusters Score -3674655 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -3674750.000000 Penalty: 5350.437500
	Iteration 48Q: 3 clusters Score -3674750 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 43794 members 
Entering Unmasked Estep 
Score: -3674858.250000 Penalty: 5350.437500
	Iteration 49Q: 3 clusters Score -3674858 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -3674962.750000 Penalty: 5350.437500
	Iteration 50Q: 3 clusters Score -3674963 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -3675070.750000 Penalty: 5350.437500
	Iteration 51Q: 3 clusters Score -3675071 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -3675156.500000 Penalty: 5350.437500
	Iteration 52Q: 3 clusters Score -3675156 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -3675235.500000 Penalty: 5350.437500
	Iteration 53Q: 3 clusters Score -3675236 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -3675317.500000 Penalty: 5350.437500
	Iteration 54Q: 3 clusters Score -3675318 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -3675375.250000 Penalty: 5350.437500
	Iteration 55Q: 3 clusters Score -3675375 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -3675433.250000 Penalty: 5350.437500
	Iteration 56Q: 3 clusters Score -3675433 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -3675494.500000 Penalty: 5350.437500
	Iteration 57Q: 3 clusters Score -3675494 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -3675544.250000 Penalty: 5350.437500
	Iteration 58Q: 3 clusters Score -3675544 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -3675587.750000 Penalty: 5350.437500
	Iteration 59Q: 3 clusters Score -3675588 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -3675612.000000 Penalty: 5350.437500
	Iteration 60F: 3 clusters Score -3675612 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -3675633.750000 Penalty: 5350.437500
	Iteration 61Q: 3 clusters Score -3675634 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -3675639.000000 Penalty: 5350.437500
	Iteration 62Q: 3 clusters Score -3675639 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -3675640.500000 Penalty: 5350.437500
	Iteration 63Q: 3 clusters Score -3675640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -3675651.500000 Penalty: 5350.437500
	Iteration 64Q: 3 clusters Score -3675652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -3675651.500000 Penalty: 5350.437500
	Iteration 65Q: 3 clusters Score -3675652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -3675670.250000 Penalty: 5350.437500
	Iteration 66Q: 3 clusters Score -3675670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -3675680.000000 Penalty: 5350.437500
	Iteration 67Q: 3 clusters Score -3675680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -3675673.000000 Penalty: 5350.437500
	Iteration 68Q: 3 clusters Score -3675673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -3675683.000000 Penalty: 5350.437500
	Iteration 69Q: 3 clusters Score -3675683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -3675682.750000 Penalty: 5350.437500
	Iteration 70Q: 3 clusters Score -3675683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -3675687.250000 Penalty: 5350.437500
	Iteration 71Q: 3 clusters Score -3675687 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -3675691.500000 Penalty: 5350.437500
	Iteration 72Q: 3 clusters Score -3675692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -3675709.250000 Penalty: 5350.437500
	Iteration 73Q: 3 clusters Score -3675709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 46027 members 
Entering Unmasked Estep 
Score: -3675710.250000 Penalty: 5350.437500
	Iteration 74Q: 3 clusters Score -3675710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -3675710.000000 Penalty: 5350.437500
	Iteration 75Q: 3 clusters Score -3675710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -3675724.500000 Penalty: 5350.437500
	Iteration 76Q: 3 clusters Score -3675724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -3675725.250000 Penalty: 5350.437500
	Iteration 77Q: 3 clusters Score -3675725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -3675728.000000 Penalty: 5350.437500
	Iteration 78Q: 3 clusters Score -3675728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -3675736.250000 Penalty: 5350.437500
	Iteration 79Q: 3 clusters Score -3675736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -3675739.500000 Penalty: 5350.437500
	Iteration 80F: 3 clusters Score -3675740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -3675746.000000 Penalty: 5350.437500
	Iteration 81Q: 3 clusters Score -3675746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -3675748.750000 Penalty: 5350.437500
	Iteration 82Q: 3 clusters Score -3675749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -3675745.250000 Penalty: 5350.437500
	Iteration 83Q: 3 clusters Score -3675745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -3675746.500000 Penalty: 5350.437500
	Iteration 84Q: 3 clusters Score -3675746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -3675748.250000 Penalty: 5350.437500
	Iteration 85Q: 3 clusters Score -3675748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -3675748.250000 Penalty: 5350.437500
	Iteration 86Q: 3 clusters Score -3675748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -3675748.250000 Penalty: 5350.437500
	Iteration 87F: 3 clusters Score -3675748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Entering Unmasked Estep 
Score: -653895.125000 Penalty: 2256.459229
	Iteration 0F: 2 clusters Score -653895.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -646913.625000 Penalty: 4512.918457
	Iteration 0F: 3 clusters Score -646913.6 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -648935.375000 Penalty: 4512.918457
	Iteration 1F: 3 clusters Score -648935.4 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -649374.625000 Penalty: 4512.918457
	Iteration 2F: 3 clusters Score -649374.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -649857.062500 Penalty: 4512.918457
	Iteration 3F: 3 clusters Score -649857.1 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -650392.937500 Penalty: 4512.918457
	Iteration 4F: 3 clusters Score -650392.9 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -650961.312500 Penalty: 4512.918457
	Iteration 5F: 3 clusters Score -650961.3 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -651518.500000 Penalty: 4512.918457
	Iteration 6F: 3 clusters Score -651518.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -651923.500000 Penalty: 4512.918457
	Iteration 7F: 3 clusters Score -651923.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -652180.375000 Penalty: 4512.918457
	Iteration 8Q: 3 clusters Score -652180.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -652358.625000 Penalty: 4512.918457
	Iteration 9Q: 3 clusters Score -652358.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -652513.375000 Penalty: 4512.918457
	Iteration 10Q: 3 clusters Score -652513.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -652661.000000 Penalty: 4512.918457
	Iteration 11Q: 3 clusters Score -652661 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -652810.062500 Penalty: 4512.918457
	Iteration 12Q: 3 clusters Score -652810.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -652940.375000 Penalty: 4512.918457
	Iteration 13Q: 3 clusters Score -652940.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -653014.937500 Penalty: 4512.918457
	Iteration 14Q: 3 clusters Score -653014.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -653063.500000 Penalty: 4512.918457
	Iteration 15Q: 3 clusters Score -653063.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -653098.937500 Penalty: 4512.918457
	Iteration 16Q: 3 clusters Score -653098.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -653131.937500 Penalty: 4512.918457
	Iteration 17Q: 3 clusters Score -653131.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -653157.437500 Penalty: 4512.918457
	Iteration 18Q: 3 clusters Score -653157.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -653184.000000 Penalty: 4512.918457
	Iteration 19Q: 3 clusters Score -653184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -653194.562500 Penalty: 4512.918457
	Iteration 20F: 3 clusters Score -653194.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -653204.750000 Penalty: 4512.918457
	Iteration 21Q: 3 clusters Score -653204.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -653213.000000 Penalty: 4512.918457
	Iteration 22Q: 3 clusters Score -653213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -653224.875000 Penalty: 4512.918457
	Iteration 23Q: 3 clusters Score -653224.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -653233.375000 Penalty: 4512.918457
	Iteration 24Q: 3 clusters Score -653233.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -653242.312500 Penalty: 4512.918457
	Iteration 25Q: 3 clusters Score -653242.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -653253.125000 Penalty: 4512.918457
	Iteration 26Q: 3 clusters Score -653253.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -653268.062500 Penalty: 4512.918457
	Iteration 27Q: 3 clusters Score -653268.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -653276.812500 Penalty: 4512.918457
	Iteration 28Q: 3 clusters Score -653276.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -653281.437500 Penalty: 4512.918457
	Iteration 29Q: 3 clusters Score -653281.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -653288.312500 Penalty: 4512.918457
	Iteration 30Q: 3 clusters Score -653288.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -653293.500000 Penalty: 4512.918457
	Iteration 31Q: 3 clusters Score -653293.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -653297.687500 Penalty: 4512.918457
	Iteration 32Q: 3 clusters Score -653297.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -653302.000000 Penalty: 4512.918457
	Iteration 33Q: 3 clusters Score -653302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -653304.750000 Penalty: 4512.918457
	Iteration 34Q: 3 clusters Score -653304.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -653304.812500 Penalty: 4512.918457
	Iteration 35Q: 3 clusters Score -653304.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -653312.250000 Penalty: 4512.918457
	Iteration 36Q: 3 clusters Score -653312.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -653313.625000 Penalty: 4512.918457
	Iteration 37Q: 3 clusters Score -653313.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -653315.250000 Penalty: 4512.918457
	Iteration 38Q: 3 clusters Score -653315.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -653320.750000 Penalty: 4512.918457
	Iteration 39Q: 3 clusters Score -653320.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -653320.687500 Penalty: 4512.918457
	Iteration 40F: 3 clusters Score -653320.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -653323.562500 Penalty: 4512.918457
	Iteration 41Q: 3 clusters Score -653323.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -653324.312500 Penalty: 4512.918457
	Iteration 42Q: 3 clusters Score -653324.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -653323.375000 Penalty: 4512.918457
	Iteration 43Q: 3 clusters Score -653323.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -653324.687500 Penalty: 4512.918457
	Iteration 44Q: 3 clusters Score -653324.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -653326.875000 Penalty: 4512.918457
	Iteration 45Q: 3 clusters Score -653326.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -653329.875000 Penalty: 4512.918457
	Iteration 46Q: 3 clusters Score -653329.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -653330.375000 Penalty: 4512.918457
	Iteration 47Q: 3 clusters Score -653330.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -653336.187500 Penalty: 4512.918457
	Iteration 48Q: 3 clusters Score -653336.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -653336.750000 Penalty: 4512.918457
	Iteration 49Q: 3 clusters Score -653336.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -653338.687500 Penalty: 4512.918457
	Iteration 50Q: 3 clusters Score -653338.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -653340.625000 Penalty: 4512.918457
	Iteration 51Q: 3 clusters Score -653340.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -653341.500000 Penalty: 4512.918457
	Iteration 52Q: 3 clusters Score -653341.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -653340.250000 Penalty: 4512.918457
	Iteration 53Q: 3 clusters Score -653340.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -653340.250000 Penalty: 4512.918457
	Iteration 54F: 3 clusters Score -653340.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Entering Unmasked Estep 
Score: -1197422.875000 Penalty: 2432.225586
	Iteration 0F: 2 clusters Score -1197423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1184444.875000 Penalty: 4864.451172
	Iteration 0F: 3 clusters Score -1184445 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1188871.625000 Penalty: 4864.451172
	Iteration 1F: 3 clusters Score -1188872 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1189393.375000 Penalty: 4864.451172
	Iteration 2F: 3 clusters Score -1189393 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1189854.875000 Penalty: 4864.451172
	Iteration 3F: 3 clusters Score -1189855 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1190341.875000 Penalty: 4864.451172
	Iteration 4Q: 3 clusters Score -1190342 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1190890.750000 Penalty: 4864.451172
	Iteration 5F: 3 clusters Score -1190891 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1191479.875000 Penalty: 4864.451172
	Iteration 6F: 3 clusters Score -1191480 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1192107.500000 Penalty: 4864.451172
	Iteration 7F: 3 clusters Score -1192108 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1192743.250000 Penalty: 4864.451172
	Iteration 8Q: 3 clusters Score -1192743 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1193324.125000 Penalty: 4864.451172
	Iteration 9Q: 3 clusters Score -1193324 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1193828.375000 Penalty: 4864.451172
	Iteration 10Q: 3 clusters Score -1193828 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1194261.875000 Penalty: 4864.451172
	Iteration 11Q: 3 clusters Score -1194262 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1194656.250000 Penalty: 4864.451172
	Iteration 12Q: 3 clusters Score -1194656 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1194981.125000 Penalty: 4864.451172
	Iteration 13Q: 3 clusters Score -1194981 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1195169.625000 Penalty: 4864.451172
	Iteration 14Q: 3 clusters Score -1195170 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1195274.625000 Penalty: 4864.451172
	Iteration 15Q: 3 clusters Score -1195275 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1195357.000000 Penalty: 4864.451172
	Iteration 16Q: 3 clusters Score -1195357 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1195423.000000 Penalty: 4864.451172
	Iteration 17Q: 3 clusters Score -1195423 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1195473.250000 Penalty: 4864.451172
	Iteration 18Q: 3 clusters Score -1195473 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1195498.250000 Penalty: 4864.451172
	Iteration 19Q: 3 clusters Score -1195498 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1195520.500000 Penalty: 4864.451172
	Iteration 20F: 3 clusters Score -1195520 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1195541.250000 Penalty: 4864.451172
	Iteration 21Q: 3 clusters Score -1195541 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1195558.375000 Penalty: 4864.451172
	Iteration 22Q: 3 clusters Score -1195558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1195573.375000 Penalty: 4864.451172
	Iteration 23Q: 3 clusters Score -1195573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1195587.125000 Penalty: 4864.451172
	Iteration 24Q: 3 clusters Score -1195587 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1195603.625000 Penalty: 4864.451172
	Iteration 25Q: 3 clusters Score -1195604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1195616.375000 Penalty: 4864.451172
	Iteration 26Q: 3 clusters Score -1195616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1195626.625000 Penalty: 4864.451172
	Iteration 27Q: 3 clusters Score -1195627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1195635.625000 Penalty: 4864.451172
	Iteration 28Q: 3 clusters Score -1195636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1195645.375000 Penalty: 4864.451172
	Iteration 29Q: 3 clusters Score -1195645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1195647.250000 Penalty: 4864.451172
	Iteration 30Q: 3 clusters Score -1195647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1195653.250000 Penalty: 4864.451172
	Iteration 31Q: 3 clusters Score -1195653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1195657.375000 Penalty: 4864.451172
	Iteration 32Q: 3 clusters Score -1195657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1195659.500000 Penalty: 4864.451172
	Iteration 33Q: 3 clusters Score -1195660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1195664.250000 Penalty: 4864.451172
	Iteration 34Q: 3 clusters Score -1195664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1195666.000000 Penalty: 4864.451172
	Iteration 35Q: 3 clusters Score -1195666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1195668.125000 Penalty: 4864.451172
	Iteration 36Q: 3 clusters Score -1195668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1195669.500000 Penalty: 4864.451172
	Iteration 37Q: 3 clusters Score -1195670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1195670.625000 Penalty: 4864.451172
	Iteration 38Q: 3 clusters Score -1195671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1195671.250000 Penalty: 4864.451172
	Iteration 39Q: 3 clusters Score -1195671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1195672.000000 Penalty: 4864.451172
	Iteration 40F: 3 clusters Score -1195672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1195675.000000 Penalty: 4864.451172
	Iteration 41Q: 3 clusters Score -1195675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1195679.375000 Penalty: 4864.451172
	Iteration 42Q: 3 clusters Score -1195679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1195683.000000 Penalty: 4864.451172
	Iteration 43Q: 3 clusters Score -1195683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1195687.875000 Penalty: 4864.451172
	Iteration 44Q: 3 clusters Score -1195688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1195688.625000 Penalty: 4864.451172
	Iteration 45Q: 3 clusters Score -1195689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1195690.125000 Penalty: 4864.451172
	Iteration 46Q: 3 clusters Score -1195690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1195692.000000 Penalty: 4864.451172
	Iteration 47Q: 3 clusters Score -1195692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1195695.625000 Penalty: 4864.451172
	Iteration 48Q: 3 clusters Score -1195696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1195698.125000 Penalty: 4864.451172
	Iteration 49Q: 3 clusters Score -1195698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1195698.750000 Penalty: 4864.451172
	Iteration 50Q: 3 clusters Score -1195699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1195699.750000 Penalty: 4864.451172
	Iteration 51Q: 3 clusters Score -1195700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1195699.375000 Penalty: 4864.451172
	Iteration 52Q: 3 clusters Score -1195699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1195699.375000 Penalty: 4864.451172
	Iteration 53F: 3 clusters Score -1195699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Entering Unmasked Estep 
Score: -357173.406250 Penalty: 2111.866699
	Iteration 0F: 2 clusters Score -357173.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -352743.156250 Penalty: 4223.733398
	Iteration 0F: 3 clusters Score -352743.2 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -353759.218750 Penalty: 4223.733398
	Iteration 1F: 3 clusters Score -353759.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -353987.218750 Penalty: 4223.733398
	Iteration 2F: 3 clusters Score -353987.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -354140.375000 Penalty: 4223.733398
	Iteration 3F: 3 clusters Score -354140.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -354277.062500 Penalty: 4223.733398
	Iteration 4Q: 3 clusters Score -354277.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -354368.312500 Penalty: 4223.733398
	Iteration 5Q: 3 clusters Score -354368.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -354464.937500 Penalty: 4223.733398
	Iteration 6Q: 3 clusters Score -354464.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -354548.875000 Penalty: 4223.733398
	Iteration 7Q: 3 clusters Score -354548.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -354662.468750 Penalty: 4223.733398
	Iteration 8Q: 3 clusters Score -354662.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -354831.750000 Penalty: 4223.733398
	Iteration 9Q: 3 clusters Score -354831.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -355031.500000 Penalty: 4223.733398
	Iteration 10Q: 3 clusters Score -355031.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -355235.406250 Penalty: 4223.733398
	Iteration 11Q: 3 clusters Score -355235.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -355452.031250 Penalty: 4223.733398
	Iteration 12Q: 3 clusters Score -355452 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -355606.281250 Penalty: 4223.733398
	Iteration 13Q: 3 clusters Score -355606.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -355689.281250 Penalty: 4223.733398
	Iteration 14Q: 3 clusters Score -355689.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -355728.250000 Penalty: 4223.733398
	Iteration 15Q: 3 clusters Score -355728.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -355757.531250 Penalty: 4223.733398
	Iteration 16Q: 3 clusters Score -355757.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -355788.375000 Penalty: 4223.733398
	Iteration 17Q: 3 clusters Score -355788.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -355815.875000 Penalty: 4223.733398
	Iteration 18Q: 3 clusters Score -355815.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -355842.687500 Penalty: 4223.733398
	Iteration 19Q: 3 clusters Score -355842.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -355872.812500 Penalty: 4223.733398
	Iteration 20F: 3 clusters Score -355872.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -355904.312500 Penalty: 4223.733398
	Iteration 21Q: 3 clusters Score -355904.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -355939.500000 Penalty: 4223.733398
	Iteration 22Q: 3 clusters Score -355939.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -355979.968750 Penalty: 4223.733398
	Iteration 23Q: 3 clusters Score -355980 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -356023.687500 Penalty: 4223.733398
	Iteration 24Q: 3 clusters Score -356023.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -356076.437500 Penalty: 4223.733398
	Iteration 25Q: 3 clusters Score -356076.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -356131.156250 Penalty: 4223.733398
	Iteration 26Q: 3 clusters Score -356131.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -356168.875000 Penalty: 4223.733398
	Iteration 27Q: 3 clusters Score -356168.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -356204.812500 Penalty: 4223.733398
	Iteration 28Q: 3 clusters Score -356204.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -356238.656250 Penalty: 4223.733398
	Iteration 29Q: 3 clusters Score -356238.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -356266.218750 Penalty: 4223.733398
	Iteration 30Q: 3 clusters Score -356266.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -356286.218750 Penalty: 4223.733398
	Iteration 31Q: 3 clusters Score -356286.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -356302.531250 Penalty: 4223.733398
	Iteration 32Q: 3 clusters Score -356302.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -356314.187500 Penalty: 4223.733398
	Iteration 33Q: 3 clusters Score -356314.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -356318.000000 Penalty: 4223.733398
	Iteration 34Q: 3 clusters Score -356318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -356320.281250 Penalty: 4223.733398
	Iteration 35Q: 3 clusters Score -356320.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -356325.500000 Penalty: 4223.733398
	Iteration 36Q: 3 clusters Score -356325.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -356328.843750 Penalty: 4223.733398
	Iteration 37Q: 3 clusters Score -356328.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -356331.406250 Penalty: 4223.733398
	Iteration 38Q: 3 clusters Score -356331.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -356334.968750 Penalty: 4223.733398
	Iteration 39Q: 3 clusters Score -356335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -356336.750000 Penalty: 4223.733398
	Iteration 40F: 3 clusters Score -356336.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -356337.781250 Penalty: 4223.733398
	Iteration 41Q: 3 clusters Score -356337.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -356340.031250 Penalty: 4223.733398
	Iteration 42Q: 3 clusters Score -356340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -356340.187500 Penalty: 4223.733398
	Iteration 43Q: 3 clusters Score -356340.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -356340.187500 Penalty: 4223.733398
	Iteration 44F: 3 clusters Score -356340.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Entering Unmasked Estep 
Score: -73222.718750 Penalty: 1731.058838
	Iteration 0F: 2 clusters Score -73222.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -71238.515625 Penalty: 3462.117676
	Iteration 0F: 3 clusters Score -71238.52 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -71519.750000 Penalty: 3462.117676
	Iteration 1F: 3 clusters Score -71519.75 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -71614.710938 Penalty: 3462.117676
	Iteration 2F: 3 clusters Score -71614.71 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -71686.046875 Penalty: 3462.117676
	Iteration 3Q: 3 clusters Score -71686.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -71724.617188 Penalty: 3462.117676
	Iteration 4Q: 3 clusters Score -71724.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -71759.000000 Penalty: 3462.117676
	Iteration 5Q: 3 clusters Score -71759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -71792.367188 Penalty: 3462.117676
	Iteration 6Q: 3 clusters Score -71792.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -71824.148438 Penalty: 3462.117676
	Iteration 7Q: 3 clusters Score -71824.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -71848.257812 Penalty: 3462.117676
	Iteration 8Q: 3 clusters Score -71848.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -71860.656250 Penalty: 3462.117676
	Iteration 9Q: 3 clusters Score -71860.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -71870.984375 Penalty: 3462.117676
	Iteration 10Q: 3 clusters Score -71870.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -71881.234375 Penalty: 3462.117676
	Iteration 11Q: 3 clusters Score -71881.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -71902.835938 Penalty: 3462.117676
	Iteration 12Q: 3 clusters Score -71902.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -71926.570312 Penalty: 3462.117676
	Iteration 13Q: 3 clusters Score -71926.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -71951.000000 Penalty: 3462.117676
	Iteration 14Q: 3 clusters Score -71951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -71970.781250 Penalty: 3462.117676
	Iteration 15Q: 3 clusters Score -71970.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -71979.375000 Penalty: 3462.117676
	Iteration 16Q: 3 clusters Score -71979.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -71991.578125 Penalty: 3462.117676
	Iteration 17Q: 3 clusters Score -71991.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -72001.625000 Penalty: 3462.117676
	Iteration 18Q: 3 clusters Score -72001.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -72015.507812 Penalty: 3462.117676
	Iteration 19Q: 3 clusters Score -72015.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -72040.085938 Penalty: 3462.117676
	Iteration 20F: 3 clusters Score -72040.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -72092.765625 Penalty: 3462.117676
	Iteration 21Q: 3 clusters Score -72092.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -72135.101562 Penalty: 3462.117676
	Iteration 22Q: 3 clusters Score -72135.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -72149.500000 Penalty: 3462.117676
	Iteration 23Q: 3 clusters Score -72149.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -72174.429688 Penalty: 3462.117676
	Iteration 24Q: 3 clusters Score -72174.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -72193.687500 Penalty: 3462.117676
	Iteration 25Q: 3 clusters Score -72193.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -72204.617188 Penalty: 3462.117676
	Iteration 26Q: 3 clusters Score -72204.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -72218.679688 Penalty: 3462.117676
	Iteration 27Q: 3 clusters Score -72218.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -72225.695312 Penalty: 3462.117676
	Iteration 28Q: 3 clusters Score -72225.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -72237.382812 Penalty: 3462.117676
	Iteration 29Q: 3 clusters Score -72237.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -72239.421875 Penalty: 3462.117676
	Iteration 30Q: 3 clusters Score -72239.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -72247.375000 Penalty: 3462.117676
	Iteration 31Q: 3 clusters Score -72247.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -72251.226562 Penalty: 3462.117676
	Iteration 32Q: 3 clusters Score -72251.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -72260.351562 Penalty: 3462.117676
	Iteration 33Q: 3 clusters Score -72260.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -72270.617188 Penalty: 3462.117676
	Iteration 34Q: 3 clusters Score -72270.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -72281.125000 Penalty: 3462.117676
	Iteration 35Q: 3 clusters Score -72281.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -72291.000000 Penalty: 3462.117676
	Iteration 36Q: 3 clusters Score -72291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -72298.726562 Penalty: 3462.117676
	Iteration 37Q: 3 clusters Score -72298.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -72312.992188 Penalty: 3462.117676
	Iteration 38Q: 3 clusters Score -72312.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -72334.328125 Penalty: 3462.117676
	Iteration 39Q: 3 clusters Score -72334.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -72373.156250 Penalty: 3462.117676
	Iteration 40F: 3 clusters Score -72373.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -72414.875000 Penalty: 3462.117676
	Iteration 41Q: 3 clusters Score -72414.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -72438.851562 Penalty: 3462.117676
	Iteration 42Q: 3 clusters Score -72438.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -72466.421875 Penalty: 3462.117676
	Iteration 43Q: 3 clusters Score -72466.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -72488.468750 Penalty: 3462.117676
	Iteration 44Q: 3 clusters Score -72488.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -72511.726562 Penalty: 3462.117676
	Iteration 45Q: 3 clusters Score -72511.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -72540.054688 Penalty: 3462.117676
	Iteration 46Q: 3 clusters Score -72540.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -72560.546875 Penalty: 3462.117676
	Iteration 47Q: 3 clusters Score -72560.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -72575.851562 Penalty: 3462.117676
	Iteration 48Q: 3 clusters Score -72575.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -72589.843750 Penalty: 3462.117676
	Iteration 49Q: 3 clusters Score -72589.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -72602.476562 Penalty: 3462.117676
	Iteration 50Q: 3 clusters Score -72602.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -72616.164062 Penalty: 3462.117676
	Iteration 51Q: 3 clusters Score -72616.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -72627.257812 Penalty: 3462.117676
	Iteration 52Q: 3 clusters Score -72627.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -72636.273438 Penalty: 3462.117676
	Iteration 53Q: 3 clusters Score -72636.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -72645.085938 Penalty: 3462.117676
	Iteration 54Q: 3 clusters Score -72645.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -72656.671875 Penalty: 3462.117676
	Iteration 55Q: 3 clusters Score -72656.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -72674.601562 Penalty: 3462.117676
	Iteration 56Q: 3 clusters Score -72674.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -72704.093750 Penalty: 3462.117676
	Iteration 57Q: 3 clusters Score -72704.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -72714.843750 Penalty: 3462.117676
	Iteration 58Q: 3 clusters Score -72714.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -72719.859375 Penalty: 3462.117676
	Iteration 59Q: 3 clusters Score -72719.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -72722.703125 Penalty: 3462.117676
	Iteration 60F: 3 clusters Score -72722.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Entering Unmasked Estep 
Score: -2060268.625000 Penalty: 2535.545898
	Iteration 0F: 2 clusters Score -2060269 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 13821 members 
Entering Unmasked Estep 
Score: -2041364.125000 Penalty: 5071.091797
	Iteration 0F: 3 clusters Score -2041364 nChanged 12326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2047976.000000 Penalty: 5071.091797
	Iteration 1F: 3 clusters Score -2047976 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2048555.125000 Penalty: 5071.091797
	Iteration 2F: 3 clusters Score -2048555 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2049236.250000 Penalty: 5071.091797
	Iteration 3F: 3 clusters Score -2049236 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2050249.625000 Penalty: 5071.091797
	Iteration 4F: 3 clusters Score -2050250 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2051645.875000 Penalty: 5071.091797
	Iteration 5F: 3 clusters Score -2051646 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2053173.000000 Penalty: 5071.091797
	Iteration 6F: 3 clusters Score -2053173 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2054587.875000 Penalty: 5071.091797
	Iteration 7F: 3 clusters Score -2054588 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -2055756.875000 Penalty: 5071.091797
	Iteration 8F: 3 clusters Score -2055757 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -2056538.000000 Penalty: 5071.091797
	Iteration 9Q: 3 clusters Score -2056538 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -2057207.750000 Penalty: 5071.091797
	Iteration 10Q: 3 clusters Score -2057208 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -2057803.500000 Penalty: 5071.091797
	Iteration 11Q: 3 clusters Score -2057804 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -2058268.750000 Penalty: 5071.091797
	Iteration 12Q: 3 clusters Score -2058269 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -2058524.750000 Penalty: 5071.091797
	Iteration 13Q: 3 clusters Score -2058525 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -2058669.125000 Penalty: 5071.091797
	Iteration 14Q: 3 clusters Score -2058669 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -2058737.875000 Penalty: 5071.091797
	Iteration 15Q: 3 clusters Score -2058738 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -2058779.500000 Penalty: 5071.091797
	Iteration 16Q: 3 clusters Score -2058780 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -2058809.250000 Penalty: 5071.091797
	Iteration 17Q: 3 clusters Score -2058809 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -2058830.250000 Penalty: 5071.091797
	Iteration 18Q: 3 clusters Score -2058830 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -2058838.750000 Penalty: 5071.091797
	Iteration 19Q: 3 clusters Score -2058839 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -2058845.875000 Penalty: 5071.091797
	Iteration 20F: 3 clusters Score -2058846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -2058847.375000 Penalty: 5071.091797
	Iteration 21Q: 3 clusters Score -2058847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -2058852.250000 Penalty: 5071.091797
	Iteration 22Q: 3 clusters Score -2058852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -2058853.125000 Penalty: 5071.091797
	Iteration 23Q: 3 clusters Score -2058853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -2058855.750000 Penalty: 5071.091797
	Iteration 24Q: 3 clusters Score -2058856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -2058861.625000 Penalty: 5071.091797
	Iteration 25Q: 3 clusters Score -2058862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -2058861.500000 Penalty: 5071.091797
	Iteration 26Q: 3 clusters Score -2058862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -2058862.750000 Penalty: 5071.091797
	Iteration 27Q: 3 clusters Score -2058863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -2058864.625000 Penalty: 5071.091797
	Iteration 28Q: 3 clusters Score -2058865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -2058864.875000 Penalty: 5071.091797
	Iteration 29Q: 3 clusters Score -2058865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -2058865.000000 Penalty: 5071.091797
	Iteration 30Q: 3 clusters Score -2058865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -2058865.000000 Penalty: 5071.091797
	Iteration 31Q: 3 clusters Score -2058865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -2058864.375000 Penalty: 5071.091797
	Iteration 32Q: 3 clusters Score -2058864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -2058864.375000 Penalty: 5071.091797
	Iteration 33Q: 3 clusters Score -2058864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -2058866.625000 Penalty: 5071.091797
	Iteration 34Q: 3 clusters Score -2058867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -2058866.625000 Penalty: 5071.091797
	Iteration 35F: 3 clusters Score -2058867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Entering Unmasked Estep 
Score: -329497.281250 Penalty: 2085.306396
	Iteration 0F: 2 clusters Score -329497.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -325370.750000 Penalty: 4170.612793
	Iteration 0F: 3 clusters Score -325370.8 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -326287.218750 Penalty: 4170.612793
	Iteration 1F: 3 clusters Score -326287.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -326540.906250 Penalty: 4170.612793
	Iteration 2F: 3 clusters Score -326540.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -326762.906250 Penalty: 4170.612793
	Iteration 3F: 3 clusters Score -326762.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -326965.187500 Penalty: 4170.612793
	Iteration 4F: 3 clusters Score -326965.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -327137.125000 Penalty: 4170.612793
	Iteration 5Q: 3 clusters Score -327137.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -327253.937500 Penalty: 4170.612793
	Iteration 6Q: 3 clusters Score -327253.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -327347.187500 Penalty: 4170.612793
	Iteration 7Q: 3 clusters Score -327347.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -327432.281250 Penalty: 4170.612793
	Iteration 8Q: 3 clusters Score -327432.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -327532.031250 Penalty: 4170.612793
	Iteration 9Q: 3 clusters Score -327532 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -327624.281250 Penalty: 4170.612793
	Iteration 10Q: 3 clusters Score -327624.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -327711.281250 Penalty: 4170.612793
	Iteration 11Q: 3 clusters Score -327711.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -327785.468750 Penalty: 4170.612793
	Iteration 12Q: 3 clusters Score -327785.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -327841.593750 Penalty: 4170.612793
	Iteration 13Q: 3 clusters Score -327841.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -327881.968750 Penalty: 4170.612793
	Iteration 14Q: 3 clusters Score -327882 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -327918.843750 Penalty: 4170.612793
	Iteration 15Q: 3 clusters Score -327918.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -327940.812500 Penalty: 4170.612793
	Iteration 16Q: 3 clusters Score -327940.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -327953.906250 Penalty: 4170.612793
	Iteration 17Q: 3 clusters Score -327953.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -327966.500000 Penalty: 4170.612793
	Iteration 18Q: 3 clusters Score -327966.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -327980.281250 Penalty: 4170.612793
	Iteration 19Q: 3 clusters Score -327980.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -327990.531250 Penalty: 4170.612793
	Iteration 20F: 3 clusters Score -327990.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -327997.125000 Penalty: 4170.612793
	Iteration 21Q: 3 clusters Score -327997.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -327996.843750 Penalty: 4170.612793
	Iteration 22Q: 3 clusters Score -327996.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -327997.781250 Penalty: 4170.612793
	Iteration 23Q: 3 clusters Score -327997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -327998.031250 Penalty: 4170.612793
	Iteration 24Q: 3 clusters Score -327998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -327999.187500 Penalty: 4170.612793
	Iteration 25Q: 3 clusters Score -327999.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -327999.375000 Penalty: 4170.612793
	Iteration 26Q: 3 clusters Score -327999.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -328000.125000 Penalty: 4170.612793
	Iteration 27Q: 3 clusters Score -328000.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -328000.312500 Penalty: 4170.612793
	Iteration 28Q: 3 clusters Score -328000.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -328000.312500 Penalty: 4170.612793
	Iteration 29F: 3 clusters Score -328000.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Entering Unmasked Estep 
Score: -166572.312500 Penalty: 1985.827026
	Iteration 0F: 2 clusters Score -166572.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -163310.953125 Penalty: 3971.654053
	Iteration 0F: 3 clusters Score -163311 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -164153.750000 Penalty: 3971.654053
	Iteration 1F: 3 clusters Score -164153.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -164454.515625 Penalty: 3971.654053
	Iteration 2F: 3 clusters Score -164454.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -164706.437500 Penalty: 3971.654053
	Iteration 3F: 3 clusters Score -164706.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -164934.859375 Penalty: 3971.654053
	Iteration 4F: 3 clusters Score -164934.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -165123.843750 Penalty: 3971.654053
	Iteration 5F: 3 clusters Score -165123.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -165312.406250 Penalty: 3971.654053
	Iteration 6Q: 3 clusters Score -165312.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -165498.312500 Penalty: 3971.654053
	Iteration 7Q: 3 clusters Score -165498.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -165650.921875 Penalty: 3971.654053
	Iteration 8Q: 3 clusters Score -165650.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -165754.781250 Penalty: 3971.654053
	Iteration 9Q: 3 clusters Score -165754.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -165834.234375 Penalty: 3971.654053
	Iteration 10Q: 3 clusters Score -165834.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -165880.671875 Penalty: 3971.654053
	Iteration 11Q: 3 clusters Score -165880.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -165908.515625 Penalty: 3971.654053
	Iteration 12Q: 3 clusters Score -165908.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -165920.390625 Penalty: 3971.654053
	Iteration 13Q: 3 clusters Score -165920.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -165922.718750 Penalty: 3971.654053
	Iteration 14Q: 3 clusters Score -165922.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -165923.859375 Penalty: 3971.654053
	Iteration 15Q: 3 clusters Score -165923.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -165925.062500 Penalty: 3971.654053
	Iteration 16Q: 3 clusters Score -165925.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -165926.281250 Penalty: 3971.654053
	Iteration 17Q: 3 clusters Score -165926.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -165927.312500 Penalty: 3971.654053
	Iteration 18Q: 3 clusters Score -165927.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -165927.484375 Penalty: 3971.654053
	Iteration 19Q: 3 clusters Score -165927.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -165930.328125 Penalty: 3971.654053
	Iteration 20F: 3 clusters Score -165930.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -165932.859375 Penalty: 3971.654053
	Iteration 21Q: 3 clusters Score -165932.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -165934.703125 Penalty: 3971.654053
	Iteration 22Q: 3 clusters Score -165934.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -165934.968750 Penalty: 3971.654053
	Iteration 23Q: 3 clusters Score -165935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -165934.968750 Penalty: 3971.654053
	Iteration 24F: 3 clusters Score -165935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Entering Unmasked Estep 
Score: -273602.031250 Penalty: 2065.695557
	Iteration 0F: 2 clusters Score -273602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -269612.187500 Penalty: 4131.391113
	Iteration 0F: 3 clusters Score -269612.2 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -270692.968750 Penalty: 4131.391113
	Iteration 1F: 3 clusters Score -270693 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -271063.562500 Penalty: 4131.391113
	Iteration 2F: 3 clusters Score -271063.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -271418.843750 Penalty: 4131.391113
	Iteration 3F: 3 clusters Score -271418.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -271731.250000 Penalty: 4131.391113
	Iteration 4F: 3 clusters Score -271731.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -271943.312500 Penalty: 4131.391113
	Iteration 5F: 3 clusters Score -271943.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -272088.562500 Penalty: 4131.391113
	Iteration 6Q: 3 clusters Score -272088.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -272180.156250 Penalty: 4131.391113
	Iteration 7Q: 3 clusters Score -272180.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -272255.812500 Penalty: 4131.391113
	Iteration 8Q: 3 clusters Score -272255.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -272314.812500 Penalty: 4131.391113
	Iteration 9Q: 3 clusters Score -272314.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -272368.812500 Penalty: 4131.391113
	Iteration 10Q: 3 clusters Score -272368.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -272418.000000 Penalty: 4131.391113
	Iteration 11Q: 3 clusters Score -272418 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -272458.093750 Penalty: 4131.391113
	Iteration 12Q: 3 clusters Score -272458.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -272489.093750 Penalty: 4131.391113
	Iteration 13Q: 3 clusters Score -272489.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -272525.656250 Penalty: 4131.391113
	Iteration 14Q: 3 clusters Score -272525.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -272554.781250 Penalty: 4131.391113
	Iteration 15Q: 3 clusters Score -272554.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -272576.281250 Penalty: 4131.391113
	Iteration 16Q: 3 clusters Score -272576.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -272597.718750 Penalty: 4131.391113
	Iteration 17Q: 3 clusters Score -272597.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -272614.812500 Penalty: 4131.391113
	Iteration 18Q: 3 clusters Score -272614.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -272628.281250 Penalty: 4131.391113
	Iteration 19Q: 3 clusters Score -272628.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -272636.656250 Penalty: 4131.391113
	Iteration 20F: 3 clusters Score -272636.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -272642.250000 Penalty: 4131.391113
	Iteration 21Q: 3 clusters Score -272642.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -272646.468750 Penalty: 4131.391113
	Iteration 22Q: 3 clusters Score -272646.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -272648.750000 Penalty: 4131.391113
	Iteration 23Q: 3 clusters Score -272648.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -272652.562500 Penalty: 4131.391113
	Iteration 24Q: 3 clusters Score -272652.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -272658.062500 Penalty: 4131.391113
	Iteration 25Q: 3 clusters Score -272658.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -272661.000000 Penalty: 4131.391113
	Iteration 26Q: 3 clusters Score -272661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -272663.937500 Penalty: 4131.391113
	Iteration 27Q: 3 clusters Score -272663.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -272666.562500 Penalty: 4131.391113
	Iteration 28Q: 3 clusters Score -272666.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -272666.625000 Penalty: 4131.391113
	Iteration 29Q: 3 clusters Score -272666.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -272667.343750 Penalty: 4131.391113
	Iteration 30Q: 3 clusters Score -272667.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -272667.562500 Penalty: 4131.391113
	Iteration 31Q: 3 clusters Score -272667.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -272667.812500 Penalty: 4131.391113
	Iteration 32Q: 3 clusters Score -272667.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -272667.812500 Penalty: 4131.391113
	Iteration 33F: 3 clusters Score -272667.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Entering Unmasked Estep 
Score: -909151.187500 Penalty: 2334.736572
	Iteration 0F: 2 clusters Score -909151.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -900000.625000 Penalty: 4669.473145
	Iteration 0F: 3 clusters Score -900000.6 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -902609.375000 Penalty: 4669.473145
	Iteration 1F: 3 clusters Score -902609.4 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -902930.187500 Penalty: 4669.473145
	Iteration 2F: 3 clusters Score -902930.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -903173.187500 Penalty: 4669.473145
	Iteration 3Q: 3 clusters Score -903173.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -903378.500000 Penalty: 4669.473145
	Iteration 4Q: 3 clusters Score -903378.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -903559.437500 Penalty: 4669.473145
	Iteration 5Q: 3 clusters Score -903559.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -903738.812500 Penalty: 4669.473145
	Iteration 6Q: 3 clusters Score -903738.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -903961.937500 Penalty: 4669.473145
	Iteration 7Q: 3 clusters Score -903961.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -904200.562500 Penalty: 4669.473145
	Iteration 8Q: 3 clusters Score -904200.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -904446.125000 Penalty: 4669.473145
	Iteration 9Q: 3 clusters Score -904446.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -904730.625000 Penalty: 4669.473145
	Iteration 10Q: 3 clusters Score -904730.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -905028.000000 Penalty: 4669.473145
	Iteration 11Q: 3 clusters Score -905028 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -905302.437500 Penalty: 4669.473145
	Iteration 12Q: 3 clusters Score -905302.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -905568.875000 Penalty: 4669.473145
	Iteration 13Q: 3 clusters Score -905568.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -905795.375000 Penalty: 4669.473145
	Iteration 14Q: 3 clusters Score -905795.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -905957.625000 Penalty: 4669.473145
	Iteration 15Q: 3 clusters Score -905957.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -906091.000000 Penalty: 4669.473145
	Iteration 16Q: 3 clusters Score -906091 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -906226.250000 Penalty: 4669.473145
	Iteration 17Q: 3 clusters Score -906226.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -906340.187500 Penalty: 4669.473145
	Iteration 18Q: 3 clusters Score -906340.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -906433.812500 Penalty: 4669.473145
	Iteration 19Q: 3 clusters Score -906433.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -906522.437500 Penalty: 4669.473145
	Iteration 20F: 3 clusters Score -906522.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -906609.125000 Penalty: 4669.473145
	Iteration 21Q: 3 clusters Score -906609.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -906676.312500 Penalty: 4669.473145
	Iteration 22Q: 3 clusters Score -906676.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -906748.187500 Penalty: 4669.473145
	Iteration 23Q: 3 clusters Score -906748.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -906802.812500 Penalty: 4669.473145
	Iteration 24Q: 3 clusters Score -906802.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -906849.000000 Penalty: 4669.473145
	Iteration 25Q: 3 clusters Score -906849 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -906883.437500 Penalty: 4669.473145
	Iteration 26Q: 3 clusters Score -906883.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -906909.437500 Penalty: 4669.473145
	Iteration 27Q: 3 clusters Score -906909.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -906935.562500 Penalty: 4669.473145
	Iteration 28Q: 3 clusters Score -906935.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -906956.062500 Penalty: 4669.473145
	Iteration 29Q: 3 clusters Score -906956.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -906972.250000 Penalty: 4669.473145
	Iteration 30Q: 3 clusters Score -906972.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -906988.250000 Penalty: 4669.473145
	Iteration 31Q: 3 clusters Score -906988.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -907009.625000 Penalty: 4669.473145
	Iteration 32Q: 3 clusters Score -907009.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -907019.812500 Penalty: 4669.473145
	Iteration 33Q: 3 clusters Score -907019.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -907031.125000 Penalty: 4669.473145
	Iteration 34Q: 3 clusters Score -907031.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -907042.562500 Penalty: 4669.473145
	Iteration 35Q: 3 clusters Score -907042.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -907057.062500 Penalty: 4669.473145
	Iteration 36Q: 3 clusters Score -907057.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -907067.312500 Penalty: 4669.473145
	Iteration 37Q: 3 clusters Score -907067.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -907081.062500 Penalty: 4669.473145
	Iteration 38Q: 3 clusters Score -907081.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -907094.187500 Penalty: 4669.473145
	Iteration 39Q: 3 clusters Score -907094.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -907101.312500 Penalty: 4669.473145
	Iteration 40F: 3 clusters Score -907101.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -907109.500000 Penalty: 4669.473145
	Iteration 41Q: 3 clusters Score -907109.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -907116.812500 Penalty: 4669.473145
	Iteration 42Q: 3 clusters Score -907116.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -907118.875000 Penalty: 4669.473145
	Iteration 43Q: 3 clusters Score -907118.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -907120.562500 Penalty: 4669.473145
	Iteration 44Q: 3 clusters Score -907120.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -907123.250000 Penalty: 4669.473145
	Iteration 45Q: 3 clusters Score -907123.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -907129.187500 Penalty: 4669.473145
	Iteration 46Q: 3 clusters Score -907129.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -907133.625000 Penalty: 4669.473145
	Iteration 47Q: 3 clusters Score -907133.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -907135.437500 Penalty: 4669.473145
	Iteration 48Q: 3 clusters Score -907135.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -907138.437500 Penalty: 4669.473145
	Iteration 49Q: 3 clusters Score -907138.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -907142.125000 Penalty: 4669.473145
	Iteration 50Q: 3 clusters Score -907142.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -907144.687500 Penalty: 4669.473145
	Iteration 51Q: 3 clusters Score -907144.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -907145.125000 Penalty: 4669.473145
	Iteration 52Q: 3 clusters Score -907145.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -907145.125000 Penalty: 4669.473145
	Iteration 53F: 3 clusters Score -907145.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Entering Unmasked Estep 
Score: -488283.281250 Penalty: 2182.166260
	Iteration 0F: 2 clusters Score -488283.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -482703.500000 Penalty: 4364.332520
	Iteration 0F: 3 clusters Score -482703.5 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -484093.312500 Penalty: 4364.332520
	Iteration 1F: 3 clusters Score -484093.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -484354.656250 Penalty: 4364.332520
	Iteration 2F: 3 clusters Score -484354.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -484539.531250 Penalty: 4364.332520
	Iteration 3F: 3 clusters Score -484539.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -484667.062500 Penalty: 4364.332520
	Iteration 4Q: 3 clusters Score -484667.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -484747.718750 Penalty: 4364.332520
	Iteration 5Q: 3 clusters Score -484747.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -484817.187500 Penalty: 4364.332520
	Iteration 6Q: 3 clusters Score -484817.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -484871.468750 Penalty: 4364.332520
	Iteration 7Q: 3 clusters Score -484871.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -484922.343750 Penalty: 4364.332520
	Iteration 8Q: 3 clusters Score -484922.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -484971.281250 Penalty: 4364.332520
	Iteration 9Q: 3 clusters Score -484971.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -485029.062500 Penalty: 4364.332520
	Iteration 10Q: 3 clusters Score -485029.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -485103.750000 Penalty: 4364.332520
	Iteration 11Q: 3 clusters Score -485103.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -485181.687500 Penalty: 4364.332520
	Iteration 12Q: 3 clusters Score -485181.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -485270.531250 Penalty: 4364.332520
	Iteration 13Q: 3 clusters Score -485270.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -485360.781250 Penalty: 4364.332520
	Iteration 14Q: 3 clusters Score -485360.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -485456.906250 Penalty: 4364.332520
	Iteration 15Q: 3 clusters Score -485456.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -485566.656250 Penalty: 4364.332520
	Iteration 16Q: 3 clusters Score -485566.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -485692.437500 Penalty: 4364.332520
	Iteration 17Q: 3 clusters Score -485692.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -485800.812500 Penalty: 4364.332520
	Iteration 18Q: 3 clusters Score -485800.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -485898.343750 Penalty: 4364.332520
	Iteration 19Q: 3 clusters Score -485898.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -485986.062500 Penalty: 4364.332520
	Iteration 20F: 3 clusters Score -485986.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -486063.281250 Penalty: 4364.332520
	Iteration 21Q: 3 clusters Score -486063.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -486118.843750 Penalty: 4364.332520
	Iteration 22Q: 3 clusters Score -486118.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -486159.218750 Penalty: 4364.332520
	Iteration 23Q: 3 clusters Score -486159.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -486193.468750 Penalty: 4364.332520
	Iteration 24Q: 3 clusters Score -486193.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -486229.156250 Penalty: 4364.332520
	Iteration 25Q: 3 clusters Score -486229.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -486265.468750 Penalty: 4364.332520
	Iteration 26Q: 3 clusters Score -486265.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -486303.656250 Penalty: 4364.332520
	Iteration 27Q: 3 clusters Score -486303.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -486336.156250 Penalty: 4364.332520
	Iteration 28Q: 3 clusters Score -486336.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -486355.562500 Penalty: 4364.332520
	Iteration 29Q: 3 clusters Score -486355.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -486373.187500 Penalty: 4364.332520
	Iteration 30Q: 3 clusters Score -486373.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -486384.968750 Penalty: 4364.332520
	Iteration 31Q: 3 clusters Score -486385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -486390.468750 Penalty: 4364.332520
	Iteration 32Q: 3 clusters Score -486390.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -486401.312500 Penalty: 4364.332520
	Iteration 33Q: 3 clusters Score -486401.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -486414.437500 Penalty: 4364.332520
	Iteration 34Q: 3 clusters Score -486414.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -486421.093750 Penalty: 4364.332520
	Iteration 35Q: 3 clusters Score -486421.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -486423.031250 Penalty: 4364.332520
	Iteration 36Q: 3 clusters Score -486423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -486426.000000 Penalty: 4364.332520
	Iteration 37Q: 3 clusters Score -486426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -486427.500000 Penalty: 4364.332520
	Iteration 38Q: 3 clusters Score -486427.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -486430.593750 Penalty: 4364.332520
	Iteration 39Q: 3 clusters Score -486430.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -486432.000000 Penalty: 4364.332520
	Iteration 40F: 3 clusters Score -486432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -486433.656250 Penalty: 4364.332520
	Iteration 41Q: 3 clusters Score -486433.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -486434.187500 Penalty: 4364.332520
	Iteration 42Q: 3 clusters Score -486434.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -486435.500000 Penalty: 4364.332520
	Iteration 43Q: 3 clusters Score -486435.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -486435.968750 Penalty: 4364.332520
	Iteration 44Q: 3 clusters Score -486436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -486436.656250 Penalty: 4364.332520
	Iteration 45Q: 3 clusters Score -486436.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -486437.468750 Penalty: 4364.332520
	Iteration 46Q: 3 clusters Score -486437.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -486438.656250 Penalty: 4364.332520
	Iteration 47Q: 3 clusters Score -486438.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -486438.656250 Penalty: 4364.332520
	Iteration 48F: 3 clusters Score -486438.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (116203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116203 members 
Entering Unmasked Estep 
Score: -8854293.000000 Penalty: 2892.447266
	Iteration 0F: 2 clusters Score -8854293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58360 members 
Mstep: Class 2 contains 57843 members 
Entering Unmasked Estep 
Score: -8776753.000000 Penalty: 5784.894531
	Iteration 0F: 3 clusters Score -8776753 nChanged 55087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -8808362.000000 Penalty: 5784.894531
	Iteration 1F: 3 clusters Score -8808362 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64276 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -8809588.000000 Penalty: 5784.894531
	Iteration 2Q: 3 clusters Score -8809588 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67978 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -8811603.000000 Penalty: 5784.894531
	Iteration 3Q: 3 clusters Score -8811603 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73435 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -8815070.000000 Penalty: 5784.894531
	Iteration 4F: 3 clusters Score -8815070 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80883 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -8820565.000000 Penalty: 5784.894531
	Iteration 5F: 3 clusters Score -8820565 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90036 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -8828312.000000 Penalty: 5784.894531
	Iteration 6F: 3 clusters Score -8828312 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99204 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -8836660.000000 Penalty: 5784.894531
	Iteration 7F: 3 clusters Score -8836660 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106693 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -8843748.000000 Penalty: 5784.894531
	Iteration 8F: 3 clusters Score -8843748 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111431 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -8848080.000000 Penalty: 5784.894531
	Iteration 9Q: 3 clusters Score -8848080 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113772 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -8850177.000000 Penalty: 5784.894531
	Iteration 10Q: 3 clusters Score -8850177 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114818 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8851152.000000 Penalty: 5784.894531
	Iteration 11Q: 3 clusters Score -8851152 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115172 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8851542.000000 Penalty: 5784.894531
	Iteration 12Q: 3 clusters Score -8851542 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115322 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8851767.000000 Penalty: 5784.894531
	Iteration 13Q: 3 clusters Score -8851767 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115373 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8851941.000000 Penalty: 5784.894531
	Iteration 14Q: 3 clusters Score -8851941 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115387 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8852048.000000 Penalty: 5784.894531
	Iteration 15Q: 3 clusters Score -8852048 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115386 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8852116.000000 Penalty: 5784.894531
	Iteration 16Q: 3 clusters Score -8852116 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115385 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8852146.000000 Penalty: 5784.894531
	Iteration 17Q: 3 clusters Score -8852146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115382 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8852171.000000 Penalty: 5784.894531
	Iteration 18Q: 3 clusters Score -8852171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115381 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8852178.000000 Penalty: 5784.894531
	Iteration 19Q: 3 clusters Score -8852178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115384 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8852177.000000 Penalty: 5784.894531
	Iteration 20F: 3 clusters Score -8852177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115386 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8852188.000000 Penalty: 5784.894531
	Iteration 21Q: 3 clusters Score -8852188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115382 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8852189.000000 Penalty: 5784.894531
	Iteration 22Q: 3 clusters Score -8852189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115386 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8852198.000000 Penalty: 5784.894531
	Iteration 23Q: 3 clusters Score -8852198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115386 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8852214.000000 Penalty: 5784.894531
	Iteration 24Q: 3 clusters Score -8852214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115388 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8852210.000000 Penalty: 5784.894531
	Iteration 25Q: 3 clusters Score -8852210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115390 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8852206.000000 Penalty: 5784.894531
	Iteration 26Q: 3 clusters Score -8852206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115389 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8852209.000000 Penalty: 5784.894531
	Iteration 27Q: 3 clusters Score -8852209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115387 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8852220.000000 Penalty: 5784.894531
	Iteration 28Q: 3 clusters Score -8852220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115385 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8852215.000000 Penalty: 5784.894531
	Iteration 29Q: 3 clusters Score -8852215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115385 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8852214.000000 Penalty: 5784.894531
	Iteration 30Q: 3 clusters Score -8852214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115384 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8852215.000000 Penalty: 5784.894531
	Iteration 31Q: 3 clusters Score -8852215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115382 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8852221.000000 Penalty: 5784.894531
	Iteration 32Q: 3 clusters Score -8852221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115381 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8852220.000000 Penalty: 5784.894531
	Iteration 33Q: 3 clusters Score -8852220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115380 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8852223.000000 Penalty: 5784.894531
	Iteration 34Q: 3 clusters Score -8852223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115380 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8852223.000000 Penalty: 5784.894531
	Iteration 35F: 3 clusters Score -8852223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Entering Unmasked Estep 
Score: -78407.625000 Penalty: 1752.906616
	Iteration 0F: 2 clusters Score -78407.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -76420.117188 Penalty: 3505.813232
	Iteration 0F: 3 clusters Score -76420.12 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -76886.867188 Penalty: 3505.813232
	Iteration 1F: 3 clusters Score -76886.87 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -77073.742188 Penalty: 3505.813232
	Iteration 2F: 3 clusters Score -77073.74 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -77245.054688 Penalty: 3505.813232
	Iteration 3F: 3 clusters Score -77245.05 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -77456.890625 Penalty: 3505.813232
	Iteration 4F: 3 clusters Score -77456.89 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -77636.265625 Penalty: 3505.813232
	Iteration 5F: 3 clusters Score -77636.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -77702.226562 Penalty: 3505.813232
	Iteration 6Q: 3 clusters Score -77702.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -77735.281250 Penalty: 3505.813232
	Iteration 7Q: 3 clusters Score -77735.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -77765.843750 Penalty: 3505.813232
	Iteration 8Q: 3 clusters Score -77765.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -77775.531250 Penalty: 3505.813232
	Iteration 9Q: 3 clusters Score -77775.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -77785.945312 Penalty: 3505.813232
	Iteration 10Q: 3 clusters Score -77785.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -77798.929688 Penalty: 3505.813232
	Iteration 11Q: 3 clusters Score -77798.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -77805.453125 Penalty: 3505.813232
	Iteration 12Q: 3 clusters Score -77805.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -77810.273438 Penalty: 3505.813232
	Iteration 13Q: 3 clusters Score -77810.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -77811.015625 Penalty: 3505.813232
	Iteration 14Q: 3 clusters Score -77811.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -77812.945312 Penalty: 3505.813232
	Iteration 15Q: 3 clusters Score -77812.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -77812.945312 Penalty: 3505.813232
	Iteration 16F: 3 clusters Score -77812.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (132428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132428 members 
Entering Unmasked Estep 
Score: -10111741.000000 Penalty: 2924.861084
	Iteration 0F: 2 clusters Score -1.011174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 66238 members 
Entering Unmasked Estep 
Score: -10023134.000000 Penalty: 5849.722168
	Iteration 0F: 3 clusters Score -1.002313e+07 nChanged 63015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66785 members 
Mstep: Class 2 contains 65643 members 
Entering Unmasked Estep 
Score: -10059629.000000 Penalty: 5849.722168
	Iteration 1F: 3 clusters Score -1.005963e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67349 members 
Mstep: Class 2 contains 65079 members 
Entering Unmasked Estep 
Score: -10060556.000000 Penalty: 5849.722168
	Iteration 2Q: 3 clusters Score -1.006056e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68241 members 
Mstep: Class 2 contains 64187 members 
Entering Unmasked Estep 
Score: -10061598.000000 Penalty: 5849.722168
	Iteration 3Q: 3 clusters Score -1.00616e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69494 members 
Mstep: Class 2 contains 62934 members 
Entering Unmasked Estep 
Score: -10063008.000000 Penalty: 5849.722168
	Iteration 4Q: 3 clusters Score -1.006301e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71473 members 
Mstep: Class 2 contains 60955 members 
Entering Unmasked Estep 
Score: -10065082.000000 Penalty: 5849.722168
	Iteration 5Q: 3 clusters Score -1.006508e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74188 members 
Mstep: Class 2 contains 58240 members 
Entering Unmasked Estep 
Score: -10068415.000000 Penalty: 5849.722168
	Iteration 6F: 3 clusters Score -1.006842e+07 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77664 members 
Mstep: Class 2 contains 54764 members 
Entering Unmasked Estep 
Score: -10072813.000000 Penalty: 5849.722168
	Iteration 7F: 3 clusters Score -1.007281e+07 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81387 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -10078110.000000 Penalty: 5849.722168
	Iteration 8F: 3 clusters Score -1.007811e+07 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84894 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -10083629.000000 Penalty: 5849.722168
	Iteration 9F: 3 clusters Score -1.008363e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87759 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -10089201.000000 Penalty: 5849.722168
	Iteration 10F: 3 clusters Score -1.00892e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89740 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -10093780.000000 Penalty: 5849.722168
	Iteration 11Q: 3 clusters Score -1.009378e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91054 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -10096657.000000 Penalty: 5849.722168
	Iteration 12Q: 3 clusters Score -1.009666e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92055 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -10098018.000000 Penalty: 5849.722168
	Iteration 13Q: 3 clusters Score -1.009802e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92946 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -10098896.000000 Penalty: 5849.722168
	Iteration 14Q: 3 clusters Score -1.00989e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93774 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -10099552.000000 Penalty: 5849.722168
	Iteration 15Q: 3 clusters Score -1.009955e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94571 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -10100110.000000 Penalty: 5849.722168
	Iteration 16Q: 3 clusters Score -1.010011e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95225 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -10100551.000000 Penalty: 5849.722168
	Iteration 17Q: 3 clusters Score -1.010055e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95800 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -10100893.000000 Penalty: 5849.722168
	Iteration 18Q: 3 clusters Score -1.010089e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96302 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -10101240.000000 Penalty: 5849.722168
	Iteration 19Q: 3 clusters Score -1.010124e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96756 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -10101600.000000 Penalty: 5849.722168
	Iteration 20F: 3 clusters Score -1.01016e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97143 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -10101907.000000 Penalty: 5849.722168
	Iteration 21Q: 3 clusters Score -1.010191e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97484 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -10102158.000000 Penalty: 5849.722168
	Iteration 22Q: 3 clusters Score -1.010216e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97808 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -10102420.000000 Penalty: 5849.722168
	Iteration 23Q: 3 clusters Score -1.010242e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98079 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -10102588.000000 Penalty: 5849.722168
	Iteration 24Q: 3 clusters Score -1.010259e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98263 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -10102758.000000 Penalty: 5849.722168
	Iteration 25Q: 3 clusters Score -1.010276e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98409 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -10102899.000000 Penalty: 5849.722168
	Iteration 26Q: 3 clusters Score -1.01029e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98530 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -10102958.000000 Penalty: 5849.722168
	Iteration 27Q: 3 clusters Score -1.010296e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98609 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -10102977.000000 Penalty: 5849.722168
	Iteration 28Q: 3 clusters Score -1.010298e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98671 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -10103051.000000 Penalty: 5849.722168
	Iteration 29Q: 3 clusters Score -1.010305e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98751 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -10103123.000000 Penalty: 5849.722168
	Iteration 30Q: 3 clusters Score -1.010312e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98792 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -10103167.000000 Penalty: 5849.722168
	Iteration 31Q: 3 clusters Score -1.010317e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98823 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -10103176.000000 Penalty: 5849.722168
	Iteration 32Q: 3 clusters Score -1.010318e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98836 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -10103221.000000 Penalty: 5849.722168
	Iteration 33Q: 3 clusters Score -1.010322e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98823 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -10103225.000000 Penalty: 5849.722168
	Iteration 34Q: 3 clusters Score -1.010322e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98796 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -10103208.000000 Penalty: 5849.722168
	Iteration 35Q: 3 clusters Score -1.010321e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98780 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -10103195.000000 Penalty: 5849.722168
	Iteration 36Q: 3 clusters Score -1.01032e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98776 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -10103252.000000 Penalty: 5849.722168
	Iteration 37Q: 3 clusters Score -1.010325e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98763 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -10103295.000000 Penalty: 5849.722168
	Iteration 38Q: 3 clusters Score -1.01033e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98747 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -10103304.000000 Penalty: 5849.722168
	Iteration 39Q: 3 clusters Score -1.01033e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98706 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -10103304.000000 Penalty: 5849.722168
	Iteration 40F: 3 clusters Score -1.01033e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98658 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -10103316.000000 Penalty: 5849.722168
	Iteration 41Q: 3 clusters Score -1.010332e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98630 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -10103323.000000 Penalty: 5849.722168
	Iteration 42Q: 3 clusters Score -1.010332e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98595 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -10103326.000000 Penalty: 5849.722168
	Iteration 43Q: 3 clusters Score -1.010333e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98578 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -10103327.000000 Penalty: 5849.722168
	Iteration 44Q: 3 clusters Score -1.010333e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98565 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -10103341.000000 Penalty: 5849.722168
	Iteration 45Q: 3 clusters Score -1.010334e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98535 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -10103332.000000 Penalty: 5849.722168
	Iteration 46Q: 3 clusters Score -1.010333e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98531 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -10103328.000000 Penalty: 5849.722168
	Iteration 47Q: 3 clusters Score -1.010333e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98519 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -10103320.000000 Penalty: 5849.722168
	Iteration 48Q: 3 clusters Score -1.010332e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98512 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -10103326.000000 Penalty: 5849.722168
	Iteration 49Q: 3 clusters Score -1.010333e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98508 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -10103328.000000 Penalty: 5849.722168
	Iteration 50Q: 3 clusters Score -1.010333e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98495 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -10103332.000000 Penalty: 5849.722168
	Iteration 51Q: 3 clusters Score -1.010333e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98485 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -10103363.000000 Penalty: 5849.722168
	Iteration 52Q: 3 clusters Score -1.010336e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98466 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -10103341.000000 Penalty: 5849.722168
	Iteration 53Q: 3 clusters Score -1.010334e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98462 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -10103346.000000 Penalty: 5849.722168
	Iteration 54Q: 3 clusters Score -1.010335e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98458 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -10103347.000000 Penalty: 5849.722168
	Iteration 55Q: 3 clusters Score -1.010335e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98446 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -10103351.000000 Penalty: 5849.722168
	Iteration 56Q: 3 clusters Score -1.010335e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98428 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -10103361.000000 Penalty: 5849.722168
	Iteration 57Q: 3 clusters Score -1.010336e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98420 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -10103362.000000 Penalty: 5849.722168
	Iteration 58Q: 3 clusters Score -1.010336e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98415 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -10103354.000000 Penalty: 5849.722168
	Iteration 59Q: 3 clusters Score -1.010335e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98404 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -10103335.000000 Penalty: 5849.722168
	Iteration 60F: 3 clusters Score -1.010334e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98398 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -10103350.000000 Penalty: 5849.722168
	Iteration 61Q: 3 clusters Score -1.010335e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98391 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -10103348.000000 Penalty: 5849.722168
	Iteration 62Q: 3 clusters Score -1.010335e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98392 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -10103355.000000 Penalty: 5849.722168
	Iteration 63Q: 3 clusters Score -1.010336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98396 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -10103355.000000 Penalty: 5849.722168
	Iteration 64Q: 3 clusters Score -1.010336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98393 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -10103352.000000 Penalty: 5849.722168
	Iteration 65Q: 3 clusters Score -1.010335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98389 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -10103340.000000 Penalty: 5849.722168
	Iteration 66Q: 3 clusters Score -1.010334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98386 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -10103331.000000 Penalty: 5849.722168
	Iteration 67Q: 3 clusters Score -1.010333e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98378 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -10103334.000000 Penalty: 5849.722168
	Iteration 68Q: 3 clusters Score -1.010333e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98375 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -10103349.000000 Penalty: 5849.722168
	Iteration 69Q: 3 clusters Score -1.010335e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98368 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -10103342.000000 Penalty: 5849.722168
	Iteration 70Q: 3 clusters Score -1.010334e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98356 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -10103320.000000 Penalty: 5849.722168
	Iteration 71Q: 3 clusters Score -1.010332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98349 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -10103339.000000 Penalty: 5849.722168
	Iteration 72Q: 3 clusters Score -1.010334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98346 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -10103341.000000 Penalty: 5849.722168
	Iteration 73Q: 3 clusters Score -1.010334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98345 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -10103334.000000 Penalty: 5849.722168
	Iteration 74Q: 3 clusters Score -1.010333e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98343 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -10103325.000000 Penalty: 5849.722168
	Iteration 75Q: 3 clusters Score -1.010332e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98336 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -10103319.000000 Penalty: 5849.722168
	Iteration 76Q: 3 clusters Score -1.010332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98333 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -10103327.000000 Penalty: 5849.722168
	Iteration 77Q: 3 clusters Score -1.010333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98325 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -10103324.000000 Penalty: 5849.722168
	Iteration 78Q: 3 clusters Score -1.010332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98324 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -10103337.000000 Penalty: 5849.722168
	Iteration 79Q: 3 clusters Score -1.010334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98323 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -10103332.000000 Penalty: 5849.722168
	Iteration 80F: 3 clusters Score -1.010333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98321 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -10103337.000000 Penalty: 5849.722168
	Iteration 81Q: 3 clusters Score -1.010334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98321 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -10103333.000000 Penalty: 5849.722168
	Iteration 82Q: 3 clusters Score -1.010333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98319 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -10103338.000000 Penalty: 5849.722168
	Iteration 83Q: 3 clusters Score -1.010334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98319 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -10103338.000000 Penalty: 5849.722168
	Iteration 84F: 3 clusters Score -1.010334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (35141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Entering Unmasked Estep 
Score: -2317108.250000 Penalty: 2595.846680
	Iteration 0F: 2 clusters Score -2317108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -2293055.000000 Penalty: 5191.693359
	Iteration 0F: 3 clusters Score -2293055 nChanged 16091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2302360.000000 Penalty: 5191.693359
	Iteration 1F: 3 clusters Score -2302360 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2303479.750000 Penalty: 5191.693359
	Iteration 2F: 3 clusters Score -2303480 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2304637.000000 Penalty: 5191.693359
	Iteration 3F: 3 clusters Score -2304637 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2305679.750000 Penalty: 5191.693359
	Iteration 4F: 3 clusters Score -2305680 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2306574.000000 Penalty: 5191.693359
	Iteration 5F: 3 clusters Score -2306574 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2307362.250000 Penalty: 5191.693359
	Iteration 6Q: 3 clusters Score -2307362 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2308162.500000 Penalty: 5191.693359
	Iteration 7Q: 3 clusters Score -2308162 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2308903.500000 Penalty: 5191.693359
	Iteration 8Q: 3 clusters Score -2308904 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2309637.750000 Penalty: 5191.693359
	Iteration 9Q: 3 clusters Score -2309638 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -2310232.750000 Penalty: 5191.693359
	Iteration 10Q: 3 clusters Score -2310233 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2310713.750000 Penalty: 5191.693359
	Iteration 11Q: 3 clusters Score -2310714 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -2311092.250000 Penalty: 5191.693359
	Iteration 12Q: 3 clusters Score -2311092 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -2311357.250000 Penalty: 5191.693359
	Iteration 13Q: 3 clusters Score -2311357 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -2311541.250000 Penalty: 5191.693359
	Iteration 14Q: 3 clusters Score -2311541 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -2311670.000000 Penalty: 5191.693359
	Iteration 15Q: 3 clusters Score -2311670 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -2311764.500000 Penalty: 5191.693359
	Iteration 16Q: 3 clusters Score -2311764 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -2311858.000000 Penalty: 5191.693359
	Iteration 17Q: 3 clusters Score -2311858 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -2311930.250000 Penalty: 5191.693359
	Iteration 18Q: 3 clusters Score -2311930 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -2312021.750000 Penalty: 5191.693359
	Iteration 19Q: 3 clusters Score -2312022 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -2312102.750000 Penalty: 5191.693359
	Iteration 20F: 3 clusters Score -2312103 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -2312180.500000 Penalty: 5191.693359
	Iteration 21Q: 3 clusters Score -2312180 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -2312268.750000 Penalty: 5191.693359
	Iteration 22Q: 3 clusters Score -2312269 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -2312330.500000 Penalty: 5191.693359
	Iteration 23Q: 3 clusters Score -2312330 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -2312413.750000 Penalty: 5191.693359
	Iteration 24Q: 3 clusters Score -2312414 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -2312493.750000 Penalty: 5191.693359
	Iteration 25Q: 3 clusters Score -2312494 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -2312581.250000 Penalty: 5191.693359
	Iteration 26Q: 3 clusters Score -2312581 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -2312671.250000 Penalty: 5191.693359
	Iteration 27Q: 3 clusters Score -2312671 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -2312785.500000 Penalty: 5191.693359
	Iteration 28Q: 3 clusters Score -2312786 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -2312885.500000 Penalty: 5191.693359
	Iteration 29Q: 3 clusters Score -2312886 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -2313001.500000 Penalty: 5191.693359
	Iteration 30Q: 3 clusters Score -2313002 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -2313156.000000 Penalty: 5191.693359
	Iteration 31Q: 3 clusters Score -2313156 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -2313318.000000 Penalty: 5191.693359
	Iteration 32Q: 3 clusters Score -2313318 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -2313484.250000 Penalty: 5191.693359
	Iteration 33Q: 3 clusters Score -2313484 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -2313687.000000 Penalty: 5191.693359
	Iteration 34Q: 3 clusters Score -2313687 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -2313916.250000 Penalty: 5191.693359
	Iteration 35Q: 3 clusters Score -2313916 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -2314153.750000 Penalty: 5191.693359
	Iteration 36Q: 3 clusters Score -2314154 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -2314365.000000 Penalty: 5191.693359
	Iteration 37Q: 3 clusters Score -2314365 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -2314591.250000 Penalty: 5191.693359
	Iteration 38Q: 3 clusters Score -2314591 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -2314788.250000 Penalty: 5191.693359
	Iteration 39Q: 3 clusters Score -2314788 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -2314949.500000 Penalty: 5191.693359
	Iteration 40F: 3 clusters Score -2314950 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -2315094.500000 Penalty: 5191.693359
	Iteration 41Q: 3 clusters Score -2315094 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -2315223.000000 Penalty: 5191.693359
	Iteration 42Q: 3 clusters Score -2315223 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -2315313.750000 Penalty: 5191.693359
	Iteration 43Q: 3 clusters Score -2315314 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -2315401.000000 Penalty: 5191.693359
	Iteration 44Q: 3 clusters Score -2315401 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -2315480.250000 Penalty: 5191.693359
	Iteration 45Q: 3 clusters Score -2315480 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -2315555.500000 Penalty: 5191.693359
	Iteration 46Q: 3 clusters Score -2315556 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -2315627.250000 Penalty: 5191.693359
	Iteration 47Q: 3 clusters Score -2315627 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -2315709.000000 Penalty: 5191.693359
	Iteration 48Q: 3 clusters Score -2315709 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -2315781.000000 Penalty: 5191.693359
	Iteration 49Q: 3 clusters Score -2315781 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -2315855.750000 Penalty: 5191.693359
	Iteration 50Q: 3 clusters Score -2315856 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -2315894.250000 Penalty: 5191.693359
	Iteration 51Q: 3 clusters Score -2315894 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -2315929.250000 Penalty: 5191.693359
	Iteration 52Q: 3 clusters Score -2315929 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -2315964.750000 Penalty: 5191.693359
	Iteration 53Q: 3 clusters Score -2315965 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -2315992.000000 Penalty: 5191.693359
	Iteration 54Q: 3 clusters Score -2315992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -2316016.000000 Penalty: 5191.693359
	Iteration 55Q: 3 clusters Score -2316016 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -2316041.250000 Penalty: 5191.693359
	Iteration 56Q: 3 clusters Score -2316041 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -2316071.500000 Penalty: 5191.693359
	Iteration 57Q: 3 clusters Score -2316072 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -2316096.000000 Penalty: 5191.693359
	Iteration 58Q: 3 clusters Score -2316096 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 33476 members 
Entering Unmasked Estep 
Score: -2316104.000000 Penalty: 5191.693359
	Iteration 59Q: 3 clusters Score -2316104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -2316119.500000 Penalty: 5191.693359
	Iteration 60F: 3 clusters Score -2316120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -2316126.750000 Penalty: 5191.693359
	Iteration 61Q: 3 clusters Score -2316127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -2316137.750000 Penalty: 5191.693359
	Iteration 62Q: 3 clusters Score -2316138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -2316138.000000 Penalty: 5191.693359
	Iteration 63Q: 3 clusters Score -2316138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -2316143.250000 Penalty: 5191.693359
	Iteration 64Q: 3 clusters Score -2316143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -2316151.250000 Penalty: 5191.693359
	Iteration 65Q: 3 clusters Score -2316151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -2316150.250000 Penalty: 5191.693359
	Iteration 66Q: 3 clusters Score -2316150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -2316148.750000 Penalty: 5191.693359
	Iteration 67Q: 3 clusters Score -2316149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -2316149.250000 Penalty: 5191.693359
	Iteration 68Q: 3 clusters Score -2316149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -2316148.500000 Penalty: 5191.693359
	Iteration 69Q: 3 clusters Score -2316148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -2316152.500000 Penalty: 5191.693359
	Iteration 70Q: 3 clusters Score -2316152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -2316154.500000 Penalty: 5191.693359
	Iteration 71Q: 3 clusters Score -2316154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -2316157.000000 Penalty: 5191.693359
	Iteration 72Q: 3 clusters Score -2316157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -2316155.500000 Penalty: 5191.693359
	Iteration 73Q: 3 clusters Score -2316156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -2316156.750000 Penalty: 5191.693359
	Iteration 74Q: 3 clusters Score -2316157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -2316159.250000 Penalty: 5191.693359
	Iteration 75Q: 3 clusters Score -2316159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -2316160.500000 Penalty: 5191.693359
	Iteration 76Q: 3 clusters Score -2316160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -2316160.250000 Penalty: 5191.693359
	Iteration 77Q: 3 clusters Score -2316160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -2316160.750000 Penalty: 5191.693359
	Iteration 78Q: 3 clusters Score -2316161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -2316159.000000 Penalty: 5191.693359
	Iteration 79Q: 3 clusters Score -2316159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -2316159.000000 Penalty: 5191.693359
	Iteration 80F: 3 clusters Score -2316159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Entering Unmasked Estep 
Score: -219565.890625 Penalty: 1986.651489
	Iteration 0F: 2 clusters Score -219565.9 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 1459 members 
Entering Unmasked Estep 
Score: -216284.406250 Penalty: 3973.302979
	Iteration 0F: 3 clusters Score -216284.4 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -216908.218750 Penalty: 3973.302979
	Iteration 1F: 3 clusters Score -216908.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -217091.484375 Penalty: 3973.302979
	Iteration 2F: 3 clusters Score -217091.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -217183.062500 Penalty: 3973.302979
	Iteration 3Q: 3 clusters Score -217183.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -217232.656250 Penalty: 3973.302979
	Iteration 4Q: 3 clusters Score -217232.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -217265.312500 Penalty: 3973.302979
	Iteration 5Q: 3 clusters Score -217265.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -217293.421875 Penalty: 3973.302979
	Iteration 6Q: 3 clusters Score -217293.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -217321.812500 Penalty: 3973.302979
	Iteration 7Q: 3 clusters Score -217321.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -217348.984375 Penalty: 3973.302979
	Iteration 8Q: 3 clusters Score -217349 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -217380.078125 Penalty: 3973.302979
	Iteration 9Q: 3 clusters Score -217380.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -217414.312500 Penalty: 3973.302979
	Iteration 10Q: 3 clusters Score -217414.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -217444.546875 Penalty: 3973.302979
	Iteration 11Q: 3 clusters Score -217444.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -217477.312500 Penalty: 3973.302979
	Iteration 12Q: 3 clusters Score -217477.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -217515.937500 Penalty: 3973.302979
	Iteration 13Q: 3 clusters Score -217515.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -217547.718750 Penalty: 3973.302979
	Iteration 14Q: 3 clusters Score -217547.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -217575.515625 Penalty: 3973.302979
	Iteration 15Q: 3 clusters Score -217575.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -217602.187500 Penalty: 3973.302979
	Iteration 16Q: 3 clusters Score -217602.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -217641.796875 Penalty: 3973.302979
	Iteration 17Q: 3 clusters Score -217641.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -217670.187500 Penalty: 3973.302979
	Iteration 18Q: 3 clusters Score -217670.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -217703.640625 Penalty: 3973.302979
	Iteration 19Q: 3 clusters Score -217703.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -217735.703125 Penalty: 3973.302979
	Iteration 20F: 3 clusters Score -217735.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -217776.312500 Penalty: 3973.302979
	Iteration 21Q: 3 clusters Score -217776.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -217823.437500 Penalty: 3973.302979
	Iteration 22Q: 3 clusters Score -217823.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -217865.250000 Penalty: 3973.302979
	Iteration 23Q: 3 clusters Score -217865.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -217905.765625 Penalty: 3973.302979
	Iteration 24Q: 3 clusters Score -217905.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -217938.375000 Penalty: 3973.302979
	Iteration 25Q: 3 clusters Score -217938.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -217977.265625 Penalty: 3973.302979
	Iteration 26Q: 3 clusters Score -217977.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -218015.531250 Penalty: 3973.302979
	Iteration 27Q: 3 clusters Score -218015.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -218045.500000 Penalty: 3973.302979
	Iteration 28Q: 3 clusters Score -218045.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -218073.140625 Penalty: 3973.302979
	Iteration 29Q: 3 clusters Score -218073.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -218099.218750 Penalty: 3973.302979
	Iteration 30Q: 3 clusters Score -218099.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -218122.171875 Penalty: 3973.302979
	Iteration 31Q: 3 clusters Score -218122.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -218141.578125 Penalty: 3973.302979
	Iteration 32Q: 3 clusters Score -218141.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -218159.359375 Penalty: 3973.302979
	Iteration 33Q: 3 clusters Score -218159.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -218178.703125 Penalty: 3973.302979
	Iteration 34Q: 3 clusters Score -218178.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -218193.562500 Penalty: 3973.302979
	Iteration 35Q: 3 clusters Score -218193.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -218207.875000 Penalty: 3973.302979
	Iteration 36Q: 3 clusters Score -218207.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -218215.343750 Penalty: 3973.302979
	Iteration 37Q: 3 clusters Score -218215.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -218219.500000 Penalty: 3973.302979
	Iteration 38Q: 3 clusters Score -218219.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -218224.187500 Penalty: 3973.302979
	Iteration 39Q: 3 clusters Score -218224.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -218229.437500 Penalty: 3973.302979
	Iteration 40F: 3 clusters Score -218229.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -218237.234375 Penalty: 3973.302979
	Iteration 41Q: 3 clusters Score -218237.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -218241.906250 Penalty: 3973.302979
	Iteration 42Q: 3 clusters Score -218241.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -218247.250000 Penalty: 3973.302979
	Iteration 43Q: 3 clusters Score -218247.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -218251.828125 Penalty: 3973.302979
	Iteration 44Q: 3 clusters Score -218251.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -218256.937500 Penalty: 3973.302979
	Iteration 45Q: 3 clusters Score -218256.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -218263.234375 Penalty: 3973.302979
	Iteration 46Q: 3 clusters Score -218263.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -218265.765625 Penalty: 3973.302979
	Iteration 47Q: 3 clusters Score -218265.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -218266.750000 Penalty: 3973.302979
	Iteration 48Q: 3 clusters Score -218266.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -218268.125000 Penalty: 3973.302979
	Iteration 49Q: 3 clusters Score -218268.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -218268.593750 Penalty: 3973.302979
	Iteration 50Q: 3 clusters Score -218268.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -218269.046875 Penalty: 3973.302979
	Iteration 51Q: 3 clusters Score -218269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -218269.046875 Penalty: 3973.302979
	Iteration 52F: 3 clusters Score -218269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Entering Unmasked Estep 
Score: -123520.351562 Penalty: 1854.726318
	Iteration 0F: 2 clusters Score -123520.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -121042.257812 Penalty: 3709.452637
	Iteration 0F: 3 clusters Score -121042.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -121467.679688 Penalty: 3709.452637
	Iteration 1F: 3 clusters Score -121467.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -121605.304688 Penalty: 3709.452637
	Iteration 2F: 3 clusters Score -121605.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -121690.539062 Penalty: 3709.452637
	Iteration 3Q: 3 clusters Score -121690.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -121742.429688 Penalty: 3709.452637
	Iteration 4Q: 3 clusters Score -121742.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -121786.195312 Penalty: 3709.452637
	Iteration 5Q: 3 clusters Score -121786.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -121826.585938 Penalty: 3709.452637
	Iteration 6Q: 3 clusters Score -121826.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -121862.851562 Penalty: 3709.452637
	Iteration 7Q: 3 clusters Score -121862.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -121896.890625 Penalty: 3709.452637
	Iteration 8Q: 3 clusters Score -121896.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -121929.843750 Penalty: 3709.452637
	Iteration 9Q: 3 clusters Score -121929.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -121959.625000 Penalty: 3709.452637
	Iteration 10Q: 3 clusters Score -121959.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -121986.039062 Penalty: 3709.452637
	Iteration 11Q: 3 clusters Score -121986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -122003.625000 Penalty: 3709.452637
	Iteration 12Q: 3 clusters Score -122003.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -122021.679688 Penalty: 3709.452637
	Iteration 13Q: 3 clusters Score -122021.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -122031.289062 Penalty: 3709.452637
	Iteration 14Q: 3 clusters Score -122031.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -122038.875000 Penalty: 3709.452637
	Iteration 15Q: 3 clusters Score -122038.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -122045.117188 Penalty: 3709.452637
	Iteration 16Q: 3 clusters Score -122045.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -122053.843750 Penalty: 3709.452637
	Iteration 17Q: 3 clusters Score -122053.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -122065.187500 Penalty: 3709.452637
	Iteration 18Q: 3 clusters Score -122065.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -122073.515625 Penalty: 3709.452637
	Iteration 19Q: 3 clusters Score -122073.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -122077.851562 Penalty: 3709.452637
	Iteration 20F: 3 clusters Score -122077.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -122084.023438 Penalty: 3709.452637
	Iteration 21Q: 3 clusters Score -122084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -122088.328125 Penalty: 3709.452637
	Iteration 22Q: 3 clusters Score -122088.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -122091.179688 Penalty: 3709.452637
	Iteration 23Q: 3 clusters Score -122091.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -122100.359375 Penalty: 3709.452637
	Iteration 24Q: 3 clusters Score -122100.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -122107.140625 Penalty: 3709.452637
	Iteration 25Q: 3 clusters Score -122107.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -122111.867188 Penalty: 3709.452637
	Iteration 26Q: 3 clusters Score -122111.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -122119.984375 Penalty: 3709.452637
	Iteration 27Q: 3 clusters Score -122120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -122129.898438 Penalty: 3709.452637
	Iteration 28Q: 3 clusters Score -122129.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -122142.585938 Penalty: 3709.452637
	Iteration 29Q: 3 clusters Score -122142.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -122158.375000 Penalty: 3709.452637
	Iteration 30Q: 3 clusters Score -122158.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -122177.523438 Penalty: 3709.452637
	Iteration 31Q: 3 clusters Score -122177.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -122191.867188 Penalty: 3709.452637
	Iteration 32Q: 3 clusters Score -122191.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -122207.632812 Penalty: 3709.452637
	Iteration 33Q: 3 clusters Score -122207.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -122217.492188 Penalty: 3709.452637
	Iteration 34Q: 3 clusters Score -122217.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -122224.789062 Penalty: 3709.452637
	Iteration 35Q: 3 clusters Score -122224.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -122231.890625 Penalty: 3709.452637
	Iteration 36Q: 3 clusters Score -122231.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -122234.531250 Penalty: 3709.452637
	Iteration 37Q: 3 clusters Score -122234.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -122239.421875 Penalty: 3709.452637
	Iteration 38Q: 3 clusters Score -122239.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -122250.640625 Penalty: 3709.452637
	Iteration 39Q: 3 clusters Score -122250.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -122259.992188 Penalty: 3709.452637
	Iteration 40F: 3 clusters Score -122260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -122267.843750 Penalty: 3709.452637
	Iteration 41Q: 3 clusters Score -122267.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -122272.851562 Penalty: 3709.452637
	Iteration 42Q: 3 clusters Score -122272.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -122279.218750 Penalty: 3709.452637
	Iteration 43Q: 3 clusters Score -122279.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -122285.226562 Penalty: 3709.452637
	Iteration 44Q: 3 clusters Score -122285.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -122288.429688 Penalty: 3709.452637
	Iteration 45Q: 3 clusters Score -122288.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -122292.804688 Penalty: 3709.452637
	Iteration 46Q: 3 clusters Score -122292.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -122293.437500 Penalty: 3709.452637
	Iteration 47Q: 3 clusters Score -122293.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -122294.054688 Penalty: 3709.452637
	Iteration 48Q: 3 clusters Score -122294.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -122294.054688 Penalty: 3709.452637
	Iteration 49F: 3 clusters Score -122294.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Entering Unmasked Estep 
Score: -727884.937500 Penalty: 2276.072998
	Iteration 0F: 2 clusters Score -727884.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -720390.062500 Penalty: 4552.145996
	Iteration 0F: 3 clusters Score -720390.1 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -722622.187500 Penalty: 4552.145996
	Iteration 1F: 3 clusters Score -722622.2 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -722922.562500 Penalty: 4552.145996
	Iteration 2F: 3 clusters Score -722922.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -723144.937500 Penalty: 4552.145996
	Iteration 3F: 3 clusters Score -723144.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -723321.625000 Penalty: 4552.145996
	Iteration 4Q: 3 clusters Score -723321.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -723477.750000 Penalty: 4552.145996
	Iteration 5Q: 3 clusters Score -723477.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -723621.562500 Penalty: 4552.145996
	Iteration 6Q: 3 clusters Score -723621.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -723786.875000 Penalty: 4552.145996
	Iteration 7Q: 3 clusters Score -723786.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -723938.625000 Penalty: 4552.145996
	Iteration 8Q: 3 clusters Score -723938.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -724098.937500 Penalty: 4552.145996
	Iteration 9Q: 3 clusters Score -724098.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -724282.687500 Penalty: 4552.145996
	Iteration 10Q: 3 clusters Score -724282.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -724515.375000 Penalty: 4552.145996
	Iteration 11Q: 3 clusters Score -724515.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -724776.562500 Penalty: 4552.145996
	Iteration 12Q: 3 clusters Score -724776.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -725057.312500 Penalty: 4552.145996
	Iteration 13Q: 3 clusters Score -725057.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -725294.375000 Penalty: 4552.145996
	Iteration 14Q: 3 clusters Score -725294.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -725441.875000 Penalty: 4552.145996
	Iteration 15Q: 3 clusters Score -725441.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -725538.500000 Penalty: 4552.145996
	Iteration 16Q: 3 clusters Score -725538.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -725603.937500 Penalty: 4552.145996
	Iteration 17Q: 3 clusters Score -725603.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -725652.312500 Penalty: 4552.145996
	Iteration 18Q: 3 clusters Score -725652.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -725703.125000 Penalty: 4552.145996
	Iteration 19Q: 3 clusters Score -725703.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -725748.687500 Penalty: 4552.145996
	Iteration 20F: 3 clusters Score -725748.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -725780.125000 Penalty: 4552.145996
	Iteration 21Q: 3 clusters Score -725780.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -725808.187500 Penalty: 4552.145996
	Iteration 22Q: 3 clusters Score -725808.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -725838.750000 Penalty: 4552.145996
	Iteration 23Q: 3 clusters Score -725838.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -725862.187500 Penalty: 4552.145996
	Iteration 24Q: 3 clusters Score -725862.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -725890.375000 Penalty: 4552.145996
	Iteration 25Q: 3 clusters Score -725890.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -725911.750000 Penalty: 4552.145996
	Iteration 26Q: 3 clusters Score -725911.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -725936.187500 Penalty: 4552.145996
	Iteration 27Q: 3 clusters Score -725936.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -725959.062500 Penalty: 4552.145996
	Iteration 28Q: 3 clusters Score -725959.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -725982.312500 Penalty: 4552.145996
	Iteration 29Q: 3 clusters Score -725982.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -725994.437500 Penalty: 4552.145996
	Iteration 30Q: 3 clusters Score -725994.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -726005.000000 Penalty: 4552.145996
	Iteration 31Q: 3 clusters Score -726005 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -726015.062500 Penalty: 4552.145996
	Iteration 32Q: 3 clusters Score -726015.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -726021.062500 Penalty: 4552.145996
	Iteration 33Q: 3 clusters Score -726021.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -726028.562500 Penalty: 4552.145996
	Iteration 34Q: 3 clusters Score -726028.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -726034.750000 Penalty: 4552.145996
	Iteration 35Q: 3 clusters Score -726034.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -726043.500000 Penalty: 4552.145996
	Iteration 36Q: 3 clusters Score -726043.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -726047.937500 Penalty: 4552.145996
	Iteration 37Q: 3 clusters Score -726047.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -726056.125000 Penalty: 4552.145996
	Iteration 38Q: 3 clusters Score -726056.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -726063.812500 Penalty: 4552.145996
	Iteration 39Q: 3 clusters Score -726063.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -726070.375000 Penalty: 4552.145996
	Iteration 40F: 3 clusters Score -726070.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -726084.687500 Penalty: 4552.145996
	Iteration 41Q: 3 clusters Score -726084.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -726097.375000 Penalty: 4552.145996
	Iteration 42Q: 3 clusters Score -726097.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -726112.000000 Penalty: 4552.145996
	Iteration 43Q: 3 clusters Score -726112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -726127.562500 Penalty: 4552.145996
	Iteration 44Q: 3 clusters Score -726127.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -726147.187500 Penalty: 4552.145996
	Iteration 45Q: 3 clusters Score -726147.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -726179.750000 Penalty: 4552.145996
	Iteration 46Q: 3 clusters Score -726179.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -726201.812500 Penalty: 4552.145996
	Iteration 47Q: 3 clusters Score -726201.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -726220.375000 Penalty: 4552.145996
	Iteration 48Q: 3 clusters Score -726220.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -726239.562500 Penalty: 4552.145996
	Iteration 49Q: 3 clusters Score -726239.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -726269.000000 Penalty: 4552.145996
	Iteration 50Q: 3 clusters Score -726269 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -726286.500000 Penalty: 4552.145996
	Iteration 51Q: 3 clusters Score -726286.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -726300.000000 Penalty: 4552.145996
	Iteration 52Q: 3 clusters Score -726300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -726311.062500 Penalty: 4552.145996
	Iteration 53Q: 3 clusters Score -726311.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -726317.937500 Penalty: 4552.145996
	Iteration 54Q: 3 clusters Score -726317.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -726321.562500 Penalty: 4552.145996
	Iteration 55Q: 3 clusters Score -726321.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -726323.875000 Penalty: 4552.145996
	Iteration 56Q: 3 clusters Score -726323.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -726326.500000 Penalty: 4552.145996
	Iteration 57Q: 3 clusters Score -726326.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -726328.000000 Penalty: 4552.145996
	Iteration 58Q: 3 clusters Score -726328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -726330.187500 Penalty: 4552.145996
	Iteration 59Q: 3 clusters Score -726330.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -726330.187500 Penalty: 4552.145996
	Iteration 60F: 3 clusters Score -726330.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -60499.398438 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -60499.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -58667.703125 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -58667.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -58894.726562 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -58894.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -58944.726562 Penalty: 3346.220459
	Iteration 2Q: 3 clusters Score -58944.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -58982.585938 Penalty: 3346.220459
	Iteration 3Q: 3 clusters Score -58982.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -59021.261719 Penalty: 3346.220459
	Iteration 4Q: 3 clusters Score -59021.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -59042.593750 Penalty: 3346.220459
	Iteration 5Q: 3 clusters Score -59042.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -59054.132812 Penalty: 3346.220459
	Iteration 6Q: 3 clusters Score -59054.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -59057.242188 Penalty: 3346.220459
	Iteration 7Q: 3 clusters Score -59057.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -59061.250000 Penalty: 3346.220459
	Iteration 8Q: 3 clusters Score -59061.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -59069.179688 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -59069.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59073.339844 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -59073.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59074.789062 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -59074.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -59075.421875 Penalty: 3346.220459
	Iteration 12Q: 3 clusters Score -59075.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -59076.066406 Penalty: 3346.220459
	Iteration 13Q: 3 clusters Score -59076.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -59076.878906 Penalty: 3346.220459
	Iteration 14Q: 3 clusters Score -59076.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -59076.878906 Penalty: 3346.220459
	Iteration 15F: 3 clusters Score -59076.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Entering Unmasked Estep 
Score: -94470.031250 Penalty: 1787.365479
	Iteration 0F: 2 clusters Score -94470.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -92320.953125 Penalty: 3574.730957
	Iteration 0F: 3 clusters Score -92320.95 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -92696.007812 Penalty: 3574.730957
	Iteration 1F: 3 clusters Score -92696.01 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -92836.328125 Penalty: 3574.730957
	Iteration 2F: 3 clusters Score -92836.33 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -92933.945312 Penalty: 3574.730957
	Iteration 3F: 3 clusters Score -92933.95 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -93003.625000 Penalty: 3574.730957
	Iteration 4Q: 3 clusters Score -93003.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -93051.585938 Penalty: 3574.730957
	Iteration 5Q: 3 clusters Score -93051.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -93086.414062 Penalty: 3574.730957
	Iteration 6Q: 3 clusters Score -93086.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -93109.281250 Penalty: 3574.730957
	Iteration 7Q: 3 clusters Score -93109.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -93123.296875 Penalty: 3574.730957
	Iteration 8Q: 3 clusters Score -93123.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -93138.539062 Penalty: 3574.730957
	Iteration 9Q: 3 clusters Score -93138.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -93147.054688 Penalty: 3574.730957
	Iteration 10Q: 3 clusters Score -93147.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -93161.710938 Penalty: 3574.730957
	Iteration 11Q: 3 clusters Score -93161.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -93170.671875 Penalty: 3574.730957
	Iteration 12Q: 3 clusters Score -93170.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -93173.992188 Penalty: 3574.730957
	Iteration 13Q: 3 clusters Score -93173.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -93177.671875 Penalty: 3574.730957
	Iteration 14Q: 3 clusters Score -93177.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -93181.664062 Penalty: 3574.730957
	Iteration 15Q: 3 clusters Score -93181.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -93183.156250 Penalty: 3574.730957
	Iteration 16Q: 3 clusters Score -93183.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -93186.273438 Penalty: 3574.730957
	Iteration 17Q: 3 clusters Score -93186.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -93188.578125 Penalty: 3574.730957
	Iteration 18Q: 3 clusters Score -93188.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -93193.914062 Penalty: 3574.730957
	Iteration 19Q: 3 clusters Score -93193.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -93199.867188 Penalty: 3574.730957
	Iteration 20F: 3 clusters Score -93199.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -93209.671875 Penalty: 3574.730957
	Iteration 21Q: 3 clusters Score -93209.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -93215.507812 Penalty: 3574.730957
	Iteration 22Q: 3 clusters Score -93215.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -93219.296875 Penalty: 3574.730957
	Iteration 23Q: 3 clusters Score -93219.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -93226.437500 Penalty: 3574.730957
	Iteration 24Q: 3 clusters Score -93226.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -93236.804688 Penalty: 3574.730957
	Iteration 25Q: 3 clusters Score -93236.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -93246.007812 Penalty: 3574.730957
	Iteration 26Q: 3 clusters Score -93246.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -93253.609375 Penalty: 3574.730957
	Iteration 27Q: 3 clusters Score -93253.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -93256.804688 Penalty: 3574.730957
	Iteration 28Q: 3 clusters Score -93256.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -93256.804688 Penalty: 3574.730957
	Iteration 29F: 3 clusters Score -93256.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Entering Unmasked Estep 
Score: -51265.257812 Penalty: 1722.850098
	Iteration 0F: 2 clusters Score -51265.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -49380.222656 Penalty: 3445.700195
	Iteration 0F: 3 clusters Score -49380.22 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -49945.824219 Penalty: 3445.700195
	Iteration 1F: 3 clusters Score -49945.82 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -50207.753906 Penalty: 3445.700195
	Iteration 2F: 3 clusters Score -50207.75 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -50366.042969 Penalty: 3445.700195
	Iteration 3F: 3 clusters Score -50366.04 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -50504.628906 Penalty: 3445.700195
	Iteration 4Q: 3 clusters Score -50504.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -50576.785156 Penalty: 3445.700195
	Iteration 5Q: 3 clusters Score -50576.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -50637.031250 Penalty: 3445.700195
	Iteration 6Q: 3 clusters Score -50637.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -50694.824219 Penalty: 3445.700195
	Iteration 7Q: 3 clusters Score -50694.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -50723.847656 Penalty: 3445.700195
	Iteration 8Q: 3 clusters Score -50723.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -50734.675781 Penalty: 3445.700195
	Iteration 9Q: 3 clusters Score -50734.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -50744.437500 Penalty: 3445.700195
	Iteration 10Q: 3 clusters Score -50744.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -50749.191406 Penalty: 3445.700195
	Iteration 11Q: 3 clusters Score -50749.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -50755.816406 Penalty: 3445.700195
	Iteration 12Q: 3 clusters Score -50755.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -50764.734375 Penalty: 3445.700195
	Iteration 13Q: 3 clusters Score -50764.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -50768.890625 Penalty: 3445.700195
	Iteration 14Q: 3 clusters Score -50768.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -50771.535156 Penalty: 3445.700195
	Iteration 15Q: 3 clusters Score -50771.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -50771.535156 Penalty: 3445.700195
	Iteration 16F: 3 clusters Score -50771.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -161371.578125 Penalty: 1922.259277
	Iteration 0F: 2 clusters Score -161371.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -158559.078125 Penalty: 3844.518555
	Iteration 0F: 3 clusters Score -158559.1 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -159058.546875 Penalty: 3844.518555
	Iteration 1F: 3 clusters Score -159058.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -159196.218750 Penalty: 3844.518555
	Iteration 2F: 3 clusters Score -159196.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -159290.562500 Penalty: 3844.518555
	Iteration 3Q: 3 clusters Score -159290.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -159421.531250 Penalty: 3844.518555
	Iteration 4Q: 3 clusters Score -159421.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -159637.093750 Penalty: 3844.518555
	Iteration 5Q: 3 clusters Score -159637.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -159876.281250 Penalty: 3844.518555
	Iteration 6Q: 3 clusters Score -159876.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -160243.093750 Penalty: 3844.518555
	Iteration 7F: 3 clusters Score -160243.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -160493.265625 Penalty: 3844.518555
	Iteration 8F: 3 clusters Score -160493.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -160657.953125 Penalty: 3844.518555
	Iteration 9F: 3 clusters Score -160658 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -160766.578125 Penalty: 3844.518555
	Iteration 10Q: 3 clusters Score -160766.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -160847.906250 Penalty: 3844.518555
	Iteration 11Q: 3 clusters Score -160847.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -160905.296875 Penalty: 3844.518555
	Iteration 12Q: 3 clusters Score -160905.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -160941.312500 Penalty: 3844.518555
	Iteration 13Q: 3 clusters Score -160941.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -160960.312500 Penalty: 3844.518555
	Iteration 14Q: 3 clusters Score -160960.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -160969.828125 Penalty: 3844.518555
	Iteration 15Q: 3 clusters Score -160969.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -160984.578125 Penalty: 3844.518555
	Iteration 16Q: 3 clusters Score -160984.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -161000.078125 Penalty: 3844.518555
	Iteration 17Q: 3 clusters Score -161000.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -161011.125000 Penalty: 3844.518555
	Iteration 18Q: 3 clusters Score -161011.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -161021.640625 Penalty: 3844.518555
	Iteration 19Q: 3 clusters Score -161021.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -161024.578125 Penalty: 3844.518555
	Iteration 20F: 3 clusters Score -161024.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -161028.093750 Penalty: 3844.518555
	Iteration 21Q: 3 clusters Score -161028.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -161033.109375 Penalty: 3844.518555
	Iteration 22Q: 3 clusters Score -161033.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -161036.281250 Penalty: 3844.518555
	Iteration 23Q: 3 clusters Score -161036.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -161039.984375 Penalty: 3844.518555
	Iteration 24Q: 3 clusters Score -161040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -161041.828125 Penalty: 3844.518555
	Iteration 25Q: 3 clusters Score -161041.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -161042.296875 Penalty: 3844.518555
	Iteration 26Q: 3 clusters Score -161042.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -161042.296875 Penalty: 3844.518555
	Iteration 27F: 3 clusters Score -161042.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (12844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Entering Unmasked Estep 
Score: -972668.000000 Penalty: 2346.236816
	Iteration 0F: 2 clusters Score -972668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -963101.625000 Penalty: 4692.473633
	Iteration 0F: 3 clusters Score -963101.6 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -966125.062500 Penalty: 4692.473633
	Iteration 1F: 3 clusters Score -966125.1 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -966522.687500 Penalty: 4692.473633
	Iteration 2F: 3 clusters Score -966522.7 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -966889.437500 Penalty: 4692.473633
	Iteration 3F: 3 clusters Score -966889.4 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -967251.875000 Penalty: 4692.473633
	Iteration 4F: 3 clusters Score -967251.9 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -967631.937500 Penalty: 4692.473633
	Iteration 5F: 3 clusters Score -967631.9 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -968039.875000 Penalty: 4692.473633
	Iteration 6F: 3 clusters Score -968039.9 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -968434.437500 Penalty: 4692.473633
	Iteration 7Q: 3 clusters Score -968434.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -968833.187500 Penalty: 4692.473633
	Iteration 8Q: 3 clusters Score -968833.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -969191.562500 Penalty: 4692.473633
	Iteration 9Q: 3 clusters Score -969191.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -969556.250000 Penalty: 4692.473633
	Iteration 10Q: 3 clusters Score -969556.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -969839.187500 Penalty: 4692.473633
	Iteration 11Q: 3 clusters Score -969839.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -970066.187500 Penalty: 4692.473633
	Iteration 12Q: 3 clusters Score -970066.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -970258.812500 Penalty: 4692.473633
	Iteration 13Q: 3 clusters Score -970258.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -970435.187500 Penalty: 4692.473633
	Iteration 14Q: 3 clusters Score -970435.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -970553.187500 Penalty: 4692.473633
	Iteration 15Q: 3 clusters Score -970553.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -970641.937500 Penalty: 4692.473633
	Iteration 16Q: 3 clusters Score -970641.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -970709.375000 Penalty: 4692.473633
	Iteration 17Q: 3 clusters Score -970709.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -970769.437500 Penalty: 4692.473633
	Iteration 18Q: 3 clusters Score -970769.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -970808.687500 Penalty: 4692.473633
	Iteration 19Q: 3 clusters Score -970808.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -970834.437500 Penalty: 4692.473633
	Iteration 20F: 3 clusters Score -970834.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -970846.937500 Penalty: 4692.473633
	Iteration 21Q: 3 clusters Score -970846.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -970856.875000 Penalty: 4692.473633
	Iteration 22Q: 3 clusters Score -970856.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -970863.187500 Penalty: 4692.473633
	Iteration 23Q: 3 clusters Score -970863.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -970869.187500 Penalty: 4692.473633
	Iteration 24Q: 3 clusters Score -970869.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -970873.562500 Penalty: 4692.473633
	Iteration 25Q: 3 clusters Score -970873.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -970872.437500 Penalty: 4692.473633
	Iteration 26Q: 3 clusters Score -970872.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -970877.687500 Penalty: 4692.473633
	Iteration 27Q: 3 clusters Score -970877.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -970878.250000 Penalty: 4692.473633
	Iteration 28Q: 3 clusters Score -970878.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -970878.125000 Penalty: 4692.473633
	Iteration 29Q: 3 clusters Score -970878.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -970880.062500 Penalty: 4692.473633
	Iteration 30Q: 3 clusters Score -970880.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -970880.500000 Penalty: 4692.473633
	Iteration 31Q: 3 clusters Score -970880.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -970882.187500 Penalty: 4692.473633
	Iteration 32Q: 3 clusters Score -970882.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -970882.187500 Penalty: 4692.473633
	Iteration 33F: 3 clusters Score -970882.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Entering Unmasked Estep 
Score: -101050.242188 Penalty: 1801.305664
	Iteration 0F: 2 clusters Score -101050.2 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 742 members 
Entering Unmasked Estep 
Score: -98830.343750 Penalty: 3602.611328
	Iteration 0F: 3 clusters Score -98830.34 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -99160.195312 Penalty: 3602.611328
	Iteration 1F: 3 clusters Score -99160.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -99278.703125 Penalty: 3602.611328
	Iteration 2F: 3 clusters Score -99278.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -99345.757812 Penalty: 3602.611328
	Iteration 3Q: 3 clusters Score -99345.76 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -99378.281250 Penalty: 3602.611328
	Iteration 4Q: 3 clusters Score -99378.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -99398.148438 Penalty: 3602.611328
	Iteration 5Q: 3 clusters Score -99398.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -99420.648438 Penalty: 3602.611328
	Iteration 6Q: 3 clusters Score -99420.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -99433.976562 Penalty: 3602.611328
	Iteration 7Q: 3 clusters Score -99433.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -99442.062500 Penalty: 3602.611328
	Iteration 8Q: 3 clusters Score -99442.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -99445.093750 Penalty: 3602.611328
	Iteration 9Q: 3 clusters Score -99445.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -99447.734375 Penalty: 3602.611328
	Iteration 10Q: 3 clusters Score -99447.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -99449.195312 Penalty: 3602.611328
	Iteration 11Q: 3 clusters Score -99449.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -99450.390625 Penalty: 3602.611328
	Iteration 12Q: 3 clusters Score -99450.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -99452.250000 Penalty: 3602.611328
	Iteration 13Q: 3 clusters Score -99452.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -99452.250000 Penalty: 3602.611328
	Iteration 14F: 3 clusters Score -99452.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Entering Unmasked Estep 
Score: -96634.171875 Penalty: 1795.147217
	Iteration 0F: 2 clusters Score -96634.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -94412.320312 Penalty: 3590.294434
	Iteration 0F: 3 clusters Score -94412.32 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -94771.156250 Penalty: 3590.294434
	Iteration 1F: 3 clusters Score -94771.16 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -94859.164062 Penalty: 3590.294434
	Iteration 2F: 3 clusters Score -94859.16 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -94910.109375 Penalty: 3590.294434
	Iteration 3Q: 3 clusters Score -94910.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -94941.617188 Penalty: 3590.294434
	Iteration 4Q: 3 clusters Score -94941.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -94963.000000 Penalty: 3590.294434
	Iteration 5Q: 3 clusters Score -94963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -94974.398438 Penalty: 3590.294434
	Iteration 6Q: 3 clusters Score -94974.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -94984.320312 Penalty: 3590.294434
	Iteration 7Q: 3 clusters Score -94984.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -94995.093750 Penalty: 3590.294434
	Iteration 8Q: 3 clusters Score -94995.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -94997.781250 Penalty: 3590.294434
	Iteration 9Q: 3 clusters Score -94997.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -94998.578125 Penalty: 3590.294434
	Iteration 10Q: 3 clusters Score -94998.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -94999.203125 Penalty: 3590.294434
	Iteration 11Q: 3 clusters Score -94999.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -94999.554688 Penalty: 3590.294434
	Iteration 12Q: 3 clusters Score -94999.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -94999.953125 Penalty: 3590.294434
	Iteration 13Q: 3 clusters Score -94999.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -95000.492188 Penalty: 3590.294434
	Iteration 14Q: 3 clusters Score -95000.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -95001.046875 Penalty: 3590.294434
	Iteration 15Q: 3 clusters Score -95001.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -95001.046875 Penalty: 3590.294434
	Iteration 16F: 3 clusters Score -95001.05 nChanged 0
25->49 Clusters: Score -102316496.000000, best is -102304672.000000
THE BEST YET!

Main iterations: 1682 (time per=39129.482201ms)
Total iterations: 93561 (time per=703.453245ms)
Iterations metric 2: 6220499910656.000000 (time per=10.580466ns)
Iterations metric 3: 186607906848768.000000 (time per=352.695607ps)

That took 65815.789062 seconds.
